ATAC-seq ATAC_PE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json Thu Sep 22 23:30:28 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:C1:00.0 Off | 0 | | N/A 27C P0 60W / 500W | 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 2022-09-22_23-30-28: 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//ENCSR775SYU//preprocessing/bigWigs/ENCSR775SYU.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR775SYU//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR775SYU//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.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_4/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr8', 'chr9', 'chr11', 'chr12', 'chr14', 'chr15', 'chr16', 'chr20', 'chr22', 'chrY', 'chr10', 'chr18'] Number of peaks input: 191939 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 191939 Number of peaks input: 47105 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 47105 Number of non peaks input: 186882 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 186882 Number of non peaks input: 52161 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 52161 Number of peaks after removing outliers: 189827 Number of nonpeaks after removing outliers: 166564 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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--genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR775SYU//preprocessing/bigWigs/ENCSR775SYU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.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': '43.1', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(172657, 10) loading nonpeaks... got split:train for bed regions:(152107, 10) loading peaks... got split:valid for bed regions:(17170, 10) loading nonpeaks... got split:valid for bed regions:(14457, 10) Epoch 1/50 1/2968 [..............................] - ETA: 4:48:20 - loss: 922.5043 - logits_profile_predictions_loss: 806.9984 - logcount_predictions_loss: 2.6800 2/2968 [..............................] - ETA: 6:57 - loss: 922.2847 - logits_profile_predictions_loss: 808.3174 - logcount_predictions_loss: 2.6443  3/2968 [..............................] - ETA: 6:54 - loss: 1003.6214 - logits_profile_predictions_loss: 889.8976 - logcount_predictions_loss: 2.6386 4/2968 [..............................] - ETA: 6:53 - loss: 1026.5996 - logits_profile_predictions_loss: 913.4779 - logcount_predictions_loss: 2.6246 5/2968 [..............................] - ETA: 6:53 - loss: 1193.4455 - logits_profile_predictions_loss: 1081.6533 - logcount_predictions_loss: 2.5938 6/2968 [..............................] - ETA: 6:52 - loss: 1276.9908 - logits_profile_predictions_loss: 1166.2871 - logcount_predictions_loss: 2.5685 7/2968 [..............................] - ETA: 6:52 - loss: 1321.3941 - logits_profile_predictions_loss: 1211.0775 - logcount_predictions_loss: 2.5596 8/2968 [..............................] - ETA: 6:52 - loss: 1343.8247 - logits_profile_predictions_loss: 1233.7280 - logcount_predictions_loss: 2.5544 9/2968 [..............................] - ETA: 6:51 - loss: 1354.6330 - logits_profile_predictions_loss: 1244.5440 - logcount_predictions_loss: 2.5543 10/2968 [..............................] - ETA: 6:51 - loss: 1357.6075 - logits_profile_predictions_loss: 1247.6317 - logcount_predictions_loss: 2.5516 11/2968 [..............................] - ETA: 6:50 - loss: 1354.7553 - logits_profile_predictions_loss: 1245.1432 - logcount_predictions_loss: 2.5432 12/2968 [..............................] - ETA: 6:50 - loss: 1348.4264 - logits_profile_predictions_loss: 1239.3172 - logcount_predictions_loss: 2.5315 13/2968 [..............................] - ETA: 6:50 - loss: 1340.7674 - logits_profile_predictions_loss: 1232.1412 - logcount_predictions_loss: 2.5203 14/2968 [..............................] - ETA: 6:50 - loss: 1332.4609 - logits_profile_predictions_loss: 1224.3038 - logcount_predictions_loss: 2.5094 15/2968 [..............................] - ETA: 6:50 - loss: 1323.9910 - logits_profile_predictions_loss: 1216.3959 - logcount_predictions_loss: 2.4964 16/2968 [..............................] - ETA: 6:50 - loss: 1315.4081 - logits_profile_predictions_loss: 1208.4348 - logcount_predictions_loss: 2.4820 17/2968 [..............................] - ETA: 6:49 - loss: 1306.3032 - logits_profile_predictions_loss: 1200.1272 - logcount_predictions_loss: 2.4635 18/2968 [..............................] - ETA: 6:49 - loss: 1297.1850 - logits_profile_predictions_loss: 1191.8772 - logcount_predictions_loss: 2.4433 19/2968 [..............................] - ETA: 6:49 - loss: 1288.3996 - logits_profile_predictions_loss: 1183.9622 - logcount_predictions_loss: 2.4231 20/2968 [..............................] - ETA: 6:49 - loss: 1279.8357 - logits_profile_predictions_loss: 1176.2652 - logcount_predictions_loss: 2.4030 21/2968 [..............................] - ETA: 6:49 - loss: 1271.4281 - logits_profile_predictions_loss: 1168.7534 - logcount_predictions_loss: 2.3822 22/2968 [..............................] - ETA: 6:49 - loss: 1263.2078 - logits_profile_predictions_loss: 1161.4407 - logcount_predictions_loss: 2.3612 23/2968 [..............................] - ETA: 6:48 - loss: 1255.2482 - logits_profile_predictions_loss: 1154.3542 - logcount_predictions_loss: 2.3409 24/2968 [..............................] - ETA: 6:48 - loss: 1247.4663 - logits_profile_predictions_loss: 1147.4554 - logcount_predictions_loss: 2.3204 25/2968 [..............................] - ETA: 6:48 - loss: 1240.0244 - logits_profile_predictions_loss: 1140.8789 - logcount_predictions_loss: 2.3004 26/2968 [..............................] - ETA: 6:48 - loss: 1232.8247 - logits_profile_predictions_loss: 1134.5211 - logcount_predictions_loss: 2.2808 27/2968 [..............................] - ETA: 6:48 - loss: 1226.0349 - logits_profile_predictions_loss: 1128.5349 - logcount_predictions_loss: 2.2622 28/2968 [..............................] - ETA: 6:48 - loss: 1219.4516 - logits_profile_predictions_loss: 1122.7504 - logcount_predictions_loss: 2.2436 29/2968 [..............................] - ETA: 6:48 - loss: 1213.1650 - logits_profile_predictions_loss: 1117.2501 - logcount_predictions_loss: 2.2254 30/2968 [..............................] - ETA: 6:47 - loss: 1207.1179 - logits_profile_predictions_loss: 1111.9696 - logcount_predictions_loss: 2.2076 31/2968 [..............................] - ETA: 6:47 - loss: 1201.2067 - logits_profile_predictions_loss: 1106.8063 - logcount_predictions_loss: 2.1903 32/2968 [..............................] - ETA: 6:47 - loss: 1195.4706 - logits_profile_predictions_loss: 1101.8117 - logcount_predictions_loss: 2.1731 33/2968 [..............................] - ETA: 6:47 - loss: 1189.8304 - logits_profile_predictions_loss: 1096.9015 - logcount_predictions_loss: 2.1561 34/2968 [..............................] - ETA: 6:47 - loss: 1184.2954 - logits_profile_predictions_loss: 1092.0826 - logcount_predictions_loss: 2.1395 35/2968 [..............................] - ETA: 6:47 - loss: 1178.7753 - logits_profile_predictions_loss: 1087.2744 - logcount_predictions_loss: 2.1230 36/2968 [..............................] - ETA: 6:47 - loss: 1173.4345 - logits_profile_predictions_loss: 1082.6236 - logcount_predictions_loss: 2.1070 37/2968 [..............................] - ETA: 6:46 - loss: 1168.3184 - logits_profile_predictions_loss: 1078.1816 - logcount_predictions_loss: 2.0913 38/2968 [..............................] - ETA: 6:46 - loss: 1163.3100 - logits_profile_predictions_loss: 1073.8355 - logcount_predictions_loss: 2.0760 39/2968 [..............................] - ETA: 6:46 - loss: 1158.4110 - logits_profile_predictions_loss: 1069.5784 - logcount_predictions_loss: 2.0611 40/2968 [..............................] - ETA: 6:46 - loss: 1153.6293 - logits_profile_predictions_loss: 1065.4296 - logcount_predictions_loss: 2.0464 41/2968 [..............................] - ETA: 6:46 - loss: 1148.9162 - logits_profile_predictions_loss: 1061.3424 - logcount_predictions_loss: 2.0319 42/2968 [..............................] - ETA: 6:46 - loss: 1144.3444 - logits_profile_predictions_loss: 1057.3841 - logcount_predictions_loss: 2.0176 43/2968 [..............................] - ETA: 6:46 - loss: 1139.8747 - logits_profile_predictions_loss: 1053.5154 - logcount_predictions_loss: 2.0037 44/2968 [..............................] - ETA: 6:45 - loss: 1135.5445 - logits_profile_predictions_loss: 1049.7712 - logcount_predictions_loss: 1.9901 45/2968 [..............................] - ETA: 6:45 - loss: 1131.3112 - logits_profile_predictions_loss: 1046.1137 - logcount_predictions_loss: 1.9767 46/2968 [..............................] - ETA: 6:45 - loss: 1127.1689 - logits_profile_predictions_loss: 1042.5405 - logcount_predictions_loss: 1.9635 47/2968 [..............................] - ETA: 6:45 - loss: 1123.0837 - logits_profile_predictions_loss: 1039.0085 - logcount_predictions_loss: 1.9507 48/2968 [..............................] - ETA: 6:45 - loss: 1119.1083 - logits_profile_predictions_loss: 1035.5751 - logcount_predictions_loss: 1.9381 49/2968 [..............................] - ETA: 6:45 - loss: 1115.2527 - logits_profile_predictions_loss: 1032.2504 - logcount_predictions_loss: 1.9258 50/2968 [..............................] - ETA: 6:44 - loss: 1111.4645 - logits_profile_predictions_loss: 1028.9816 - logcount_predictions_loss: 1.9138 51/2968 [..............................] - ETA: 6:44 - loss: 1107.7566 - logits_profile_predictions_loss: 1025.7824 - logcount_predictions_loss: 1.9020 52/2968 [..............................] - ETA: 6:44 - loss: 1104.1551 - logits_profile_predictions_loss: 1022.6794 - logcount_predictions_loss: 1.8904 53/2968 [..............................] - ETA: 6:44 - loss: 1100.6125 - logits_profile_predictions_loss: 1019.6265 - logcount_predictions_loss: 1.8790 54/2968 [..............................] - ETA: 6:44 - loss: 1097.1691 - logits_profile_predictions_loss: 1016.6643 - logcount_predictions_loss: 1.8679 55/2968 [..............................] - ETA: 6:44 - loss: 1093.8116 - logits_profile_predictions_loss: 1013.7797 - logcount_predictions_loss: 1.8569 56/2968 [..............................] - ETA: 6:44 - loss: 1090.5022 - logits_profile_predictions_loss: 1010.9353 - logcount_predictions_loss: 1.8461 57/2968 [..............................] - ETA: 6:44 - loss: 1087.2664 - logits_profile_predictions_loss: 1008.1565 - logcount_predictions_loss: 1.8355 58/2968 [..............................] - ETA: 6:43 - loss: 1084.1228 - logits_profile_predictions_loss: 1005.4607 - logcount_predictions_loss: 1.8251 59/2968 [..............................] - ETA: 6:43 - loss: 1081.0517 - logits_profile_predictions_loss: 1002.8294 - logcount_predictions_loss: 1.8149 60/2968 [..............................] - ETA: 6:43 - loss: 1078.0515 - logits_profile_predictions_loss: 1000.2599 - logcount_predictions_loss: 1.8049 61/2968 [..............................] - ETA: 6:43 - loss: 1075.1130 - logits_profile_predictions_loss: 997.7431 - logcount_predictions_loss: 1.7951  62/2968 [..............................] - ETA: 6:43 - loss: 1072.2315 - logits_profile_predictions_loss: 995.2777 - logcount_predictions_loss: 1.7855 63/2968 [..............................] - ETA: 6:43 - loss: 1069.4162 - logits_profile_predictions_loss: 992.8691 - logcount_predictions_loss: 1.7760 64/2968 [..............................] - ETA: 6:42 - loss: 1066.6795 - logits_profile_predictions_loss: 990.5309 - logcount_predictions_loss: 1.7668 65/2968 [..............................] - ETA: 6:42 - loss: 1063.9944 - logits_profile_predictions_loss: 988.2378 - logcount_predictions_loss: 1.7577 66/2968 [..............................] - ETA: 6:42 - loss: 1061.3513 - logits_profile_predictions_loss: 985.9789 - logcount_predictions_loss: 1.7488 67/2968 [..............................] - ETA: 6:42 - loss: 1058.7486 - logits_profile_predictions_loss: 983.7535 - logcount_predictions_loss: 1.7400 68/2968 [..............................] - ETA: 6:42 - loss: 1056.1910 - logits_profile_predictions_loss: 981.5664 - logcount_predictions_loss: 1.7314 69/2968 [..............................] - ETA: 6:42 - loss: 1053.6740 - logits_profile_predictions_loss: 979.4130 - logcount_predictions_loss: 1.7230 70/2968 [..............................] - ETA: 6:42 - loss: 1051.1850 - logits_profile_predictions_loss: 977.2807 - logcount_predictions_loss: 1.7147 71/2968 [..............................] - ETA: 6:41 - loss: 1048.7665 - logits_profile_predictions_loss: 975.2067 - logcount_predictions_loss: 1.7067 72/2968 [..............................] - ETA: 6:41 - loss: 1046.3768 - logits_profile_predictions_loss: 973.1561 - logcount_predictions_loss: 1.6989 73/2968 [..............................] - ETA: 6:41 - loss: 1044.0290 - logits_profile_predictions_loss: 971.1415 - logcount_predictions_loss: 1.6911 74/2968 [..............................] - ETA: 6:41 - loss: 1041.7429 - logits_profile_predictions_loss: 969.1826 - logcount_predictions_loss: 1.6835 75/2968 [..............................] - ETA: 6:41 - loss: 1039.5018 - logits_profile_predictions_loss: 967.2621 - logcount_predictions_loss: 1.6761 76/2968 [..............................] - ETA: 6:41 - loss: 1037.3125 - logits_profile_predictions_loss: 965.3861 - logcount_predictions_loss: 1.6688 77/2968 [..............................] - ETA: 6:41 - loss: 1035.1707 - logits_profile_predictions_loss: 963.5525 - logcount_predictions_loss: 1.6617 78/2968 [..............................] - ETA: 6:41 - loss: 1033.0642 - logits_profile_predictions_loss: 961.7508 - logcount_predictions_loss: 1.6546 79/2968 [..............................] - ETA: 6:40 - loss: 1030.9843 - logits_profile_predictions_loss: 959.9722 - logcount_predictions_loss: 1.6476 80/2968 [..............................] - ETA: 6:40 - loss: 1028.9670 - logits_profile_predictions_loss: 958.2500 - logcount_predictions_loss: 1.6408 81/2968 [..............................] - ETA: 6:40 - loss: 1026.9836 - logits_profile_predictions_loss: 956.5575 - logcount_predictions_loss: 1.6340 82/2968 [..............................] - ETA: 6:40 - loss: 1025.0225 - logits_profile_predictions_loss: 954.8828 - logcount_predictions_loss: 1.6274 83/2968 [..............................] - ETA: 6:40 - loss: 1023.1153 - logits_profile_predictions_loss: 953.2571 - logcount_predictions_loss: 1.6208 84/2968 [..............................] - ETA: 6:40 - loss: 1021.2391 - logits_profile_predictions_loss: 951.6592 - logcount_predictions_loss: 1.6144 85/2968 [..............................] - ETA: 6:40 - loss: 1019.3859 - logits_profile_predictions_loss: 950.0809 - logcount_predictions_loss: 1.6080 86/2968 [..............................] - ETA: 6:40 - loss: 1017.5501 - logits_profile_predictions_loss: 948.5173 - logcount_predictions_loss: 1.6017 87/2968 [..............................] - ETA: 6:39 - loss: 1015.7390 - logits_profile_predictions_loss: 946.9747 - logcount_predictions_loss: 1.5955 88/2968 [..............................] - ETA: 6:39 - loss: 1013.9680 - logits_profile_predictions_loss: 945.4669 - logcount_predictions_loss: 1.5893 89/2968 [..............................] - ETA: 6:39 - loss: 1012.2188 - logits_profile_predictions_loss: 943.9778 - logcount_predictions_loss: 1.5833 90/2968 [..............................] - ETA: 6:39 - loss: 1010.4985 - logits_profile_predictions_loss: 942.5144 - logcount_predictions_loss: 1.5774 91/2968 [..............................] - ETA: 6:39 - loss: 1008.8027 - logits_profile_predictions_loss: 941.0714 - logcount_predictions_loss: 1.5715 92/2968 [..............................] - ETA: 6:39 - loss: 1007.1348 - logits_profile_predictions_loss: 939.6530 - logcount_predictions_loss: 1.5657 93/2968 [..............................] - ETA: 6:39 - loss: 1005.4942 - logits_profile_predictions_loss: 938.2588 - logcount_predictions_loss: 1.5600 94/2968 [..............................] - ETA: 6:39 - loss: 1003.8784 - logits_profile_predictions_loss: 936.8861 - logcount_predictions_loss: 1.5543 95/2968 [..............................] - ETA: 6:38 - loss: 1002.2991 - logits_profile_predictions_loss: 935.5461 - logcount_predictions_loss: 1.5488 96/2968 [..............................] - ETA: 6:38 - loss: 1000.7426 - logits_profile_predictions_loss: 934.2260 - logcount_predictions_loss: 1.5433 97/2968 [..............................] - ETA: 6:38 - loss: 999.2184 - logits_profile_predictions_loss: 932.9352 - logcount_predictions_loss: 1.5379  98/2968 [..............................] - ETA: 6:38 - loss: 997.7161 - logits_profile_predictions_loss: 931.6639 - logcount_predictions_loss: 1.5325 99/2968 [>.............................] - ETA: 6:38 - loss: 996.2480 - logits_profile_predictions_loss: 930.4224 - logcount_predictions_loss: 1.5273 100/2968 [>.............................] - ETA: 6:38 - loss: 994.8159 - logits_profile_predictions_loss: 929.2137 - logcount_predictions_loss: 1.5221 101/2968 [>.............................] - ETA: 6:38 - loss: 993.4005 - logits_profile_predictions_loss: 928.0174 - logcount_predictions_loss: 1.5170 102/2968 [>.............................] - ETA: 6:37 - loss: 992.0025 - logits_profile_predictions_loss: 926.8360 - logcount_predictions_loss: 1.5120 103/2968 [>.............................] - ETA: 6:37 - loss: 990.6222 - logits_profile_predictions_loss: 925.6694 - logcount_predictions_loss: 1.5070 104/2968 [>.............................] - ETA: 6:37 - loss: 989.2750 - logits_profile_predictions_loss: 924.5320 - logcount_predictions_loss: 1.5022 105/2968 [>.............................] - ETA: 6:37 - loss: 987.9516 - logits_profile_predictions_loss: 923.4147 - logcount_predictions_loss: 1.4974 106/2968 [>.............................] - ETA: 6:37 - loss: 986.6487 - logits_profile_predictions_loss: 922.3152 - logcount_predictions_loss: 1.4927 107/2968 [>.............................] - ETA: 6:37 - loss: 985.3597 - logits_profile_predictions_loss: 921.2272 - logcount_predictions_loss: 1.4880 108/2968 [>.............................] - ETA: 6:37 - loss: 984.0834 - logits_profile_predictions_loss: 920.1497 - logcount_predictions_loss: 1.4834 109/2968 [>.............................] - ETA: 6:37 - loss: 982.8258 - logits_profile_predictions_loss: 919.0888 - logcount_predictions_loss: 1.4788 110/2968 [>.............................] - ETA: 6:36 - loss: 981.5874 - logits_profile_predictions_loss: 918.0446 - logcount_predictions_loss: 1.4743 111/2968 [>.............................] - ETA: 6:36 - loss: 980.3649 - logits_profile_predictions_loss: 917.0136 - logcount_predictions_loss: 1.4699 112/2968 [>.............................] - ETA: 6:36 - loss: 979.1564 - logits_profile_predictions_loss: 915.9944 - logcount_predictions_loss: 1.4655 113/2968 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[>.............................] - ETA: 6:31 - loss: 941.3756 - logits_profile_predictions_loss: 884.2673 - logcount_predictions_loss: 1.3250 153/2968 [>.............................] - ETA: 6:30 - loss: 940.6326 - logits_profile_predictions_loss: 883.6456 - logcount_predictions_loss: 1.3222 154/2968 [>.............................] - ETA: 6:30 - loss: 939.8991 - logits_profile_predictions_loss: 883.0320 - logcount_predictions_loss: 1.3194 155/2968 [>.............................] - ETA: 6:30 - loss: 939.1725 - logits_profile_predictions_loss: 882.4241 - logcount_predictions_loss: 1.3167 156/2968 [>.............................] - ETA: 6:30 - loss: 938.4547 - logits_profile_predictions_loss: 881.8242 - logcount_predictions_loss: 1.3139 157/2968 [>.............................] - ETA: 6:30 - loss: 937.7465 - logits_profile_predictions_loss: 881.2325 - logcount_predictions_loss: 1.3112 158/2968 [>.............................] - ETA: 6:30 - loss: 937.0449 - 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[>.............................] - ETA: 6:25 - loss: 917.0854 - logits_profile_predictions_loss: 863.9707 - logcount_predictions_loss: 1.2324 192/2968 [>.............................] - ETA: 6:25 - loss: 916.5582 - logits_profile_predictions_loss: 863.5307 - logcount_predictions_loss: 1.2303 193/2968 [>.............................] - ETA: 6:25 - loss: 916.0340 - logits_profile_predictions_loss: 863.0931 - logcount_predictions_loss: 1.2283 194/2968 [>.............................] - ETA: 6:25 - loss: 915.5135 - logits_profile_predictions_loss: 862.6584 - logcount_predictions_loss: 1.2263 195/2968 [>.............................] - ETA: 6:25 - loss: 914.9938 - logits_profile_predictions_loss: 862.2241 - logcount_predictions_loss: 1.2244 196/2968 [>.............................] - ETA: 6:24 - loss: 914.4796 - logits_profile_predictions_loss: 861.7946 - logcount_predictions_loss: 1.2224 197/2968 [>.............................] - ETA: 6:24 - loss: 913.9724 - 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[==>...........................] - ETA: 6:07 - loss: 858.2651 - logits_profile_predictions_loss: 815.1408 - logcount_predictions_loss: 1.0006 387/2968 [==>...........................] - ETA: 6:07 - loss: 858.0876 - logits_profile_predictions_loss: 814.9940 - logcount_predictions_loss: 0.9998 388/2968 [==>...........................] - ETA: 6:07 - loss: 857.9110 - logits_profile_predictions_loss: 814.8478 - logcount_predictions_loss: 0.9991 389/2968 [==>...........................] - ETA: 6:06 - loss: 857.7347 - logits_profile_predictions_loss: 814.7018 - logcount_predictions_loss: 0.9984 390/2968 [==>...........................] - ETA: 6:06 - loss: 857.5590 - logits_profile_predictions_loss: 814.5562 - logcount_predictions_loss: 0.9977 391/2968 [==>...........................] - ETA: 6:06 - loss: 857.3840 - logits_profile_predictions_loss: 814.4113 - logcount_predictions_loss: 0.9970 392/2968 [==>...........................] - ETA: 6:06 - loss: 857.2101 - logits_profile_predictions_loss: 814.2673 - logcount_predictions_loss: 0.9963 393/2968 [==>...........................] - ETA: 6:06 - loss: 857.0374 - logits_profile_predictions_loss: 814.1244 - logcount_predictions_loss: 0.9957 394/2968 [==>...........................] - ETA: 6:06 - loss: 856.8651 - logits_profile_predictions_loss: 813.9818 - logcount_predictions_loss: 0.9950 395/2968 [==>...........................] - ETA: 6:06 - loss: 856.6933 - logits_profile_predictions_loss: 813.8395 - logcount_predictions_loss: 0.9943 396/2968 [===>..........................] - ETA: 6:05 - loss: 856.5222 - logits_profile_predictions_loss: 813.6979 - logcount_predictions_loss: 0.9936 397/2968 [===>..........................] - ETA: 6:05 - loss: 856.3521 - logits_profile_predictions_loss: 813.5570 - logcount_predictions_loss: 0.9929 398/2968 [===>..........................] - ETA: 6:05 - loss: 856.1831 - logits_profile_predictions_loss: 813.4171 - logcount_predictions_loss: 0.9922 399/2968 [===>..........................] - ETA: 6:05 - loss: 856.0143 - logits_profile_predictions_loss: 813.2773 - logcount_predictions_loss: 0.9916 400/2968 [===>..........................] - ETA: 6:05 - loss: 855.8462 - logits_profile_predictions_loss: 813.1382 - logcount_predictions_loss: 0.9909 401/2968 [===>..........................] - ETA: 6:05 - loss: 855.6788 - logits_profile_predictions_loss: 812.9996 - logcount_predictions_loss: 0.9902 402/2968 [===>..........................] - ETA: 6:04 - loss: 855.5118 - logits_profile_predictions_loss: 812.8613 - logcount_predictions_loss: 0.9896 403/2968 [===>..........................] - ETA: 6:04 - loss: 855.3452 - logits_profile_predictions_loss: 812.7233 - logcount_predictions_loss: 0.9889 404/2968 [===>..........................] - ETA: 6:04 - loss: 855.1793 - logits_profile_predictions_loss: 812.5858 - logcount_predictions_loss: 0.9882 405/2968 [===>..........................] - ETA: 6:04 - loss: 855.0143 - logits_profile_predictions_loss: 812.4491 - logcount_predictions_loss: 0.9876 406/2968 [===>..........................] - ETA: 6:04 - loss: 854.8503 - logits_profile_predictions_loss: 812.3134 - logcount_predictions_loss: 0.9869 407/2968 [===>..........................] - ETA: 6:04 - loss: 854.6866 - logits_profile_predictions_loss: 812.1779 - logcount_predictions_loss: 0.9863 408/2968 [===>..........................] - ETA: 6:03 - loss: 854.5235 - logits_profile_predictions_loss: 812.0428 - logcount_predictions_loss: 0.9856 409/2968 [===>..........................] - ETA: 6:03 - loss: 854.3607 - logits_profile_predictions_loss: 811.9080 - logcount_predictions_loss: 0.9850 410/2968 [===>..........................] - ETA: 6:03 - loss: 854.1987 - logits_profile_predictions_loss: 811.7739 - logcount_predictions_loss: 0.9843 411/2968 [===>..........................] - ETA: 6:03 - loss: 854.0373 - logits_profile_predictions_loss: 811.6403 - logcount_predictions_loss: 0.9837 412/2968 [===>..........................] - ETA: 6:03 - loss: 853.8763 - logits_profile_predictions_loss: 811.5069 - logcount_predictions_loss: 0.9830 413/2968 [===>..........................] - ETA: 6:03 - loss: 853.7163 - logits_profile_predictions_loss: 811.3744 - logcount_predictions_loss: 0.9824 414/2968 [===>..........................] - ETA: 6:02 - loss: 853.5569 - logits_profile_predictions_loss: 811.2423 - logcount_predictions_loss: 0.9818 415/2968 [===>..........................] - ETA: 6:02 - loss: 853.3979 - logits_profile_predictions_loss: 811.1107 - logcount_predictions_loss: 0.9811 416/2968 [===>..........................] - ETA: 6:02 - loss: 853.2394 - logits_profile_predictions_loss: 810.9795 - logcount_predictions_loss: 0.9805 417/2968 [===>..........................] - ETA: 6:02 - loss: 853.0818 - logits_profile_predictions_loss: 810.8490 - logcount_predictions_loss: 0.9799 418/2968 [===>..........................] - ETA: 6:02 - loss: 852.9242 - logits_profile_predictions_loss: 810.7185 - logcount_predictions_loss: 0.9792 419/2968 [===>..........................] - ETA: 6:02 - loss: 852.7666 - logits_profile_predictions_loss: 810.5880 - logcount_predictions_loss: 0.9786 420/2968 [===>..........................] - ETA: 6:01 - loss: 852.6095 - logits_profile_predictions_loss: 810.4578 - logcount_predictions_loss: 0.9780 421/2968 [===>..........................] - ETA: 6:01 - loss: 852.4529 - logits_profile_predictions_loss: 810.3280 - logcount_predictions_loss: 0.9774 422/2968 [===>..........................] - ETA: 6:01 - loss: 852.2966 - logits_profile_predictions_loss: 810.1985 - logcount_predictions_loss: 0.9767 423/2968 [===>..........................] - ETA: 6:01 - loss: 852.1409 - logits_profile_predictions_loss: 810.0694 - logcount_predictions_loss: 0.9761 424/2968 [===>..........................] - ETA: 6:01 - loss: 851.9858 - logits_profile_predictions_loss: 809.9410 - logcount_predictions_loss: 0.9755 425/2968 [===>..........................] - ETA: 6:01 - loss: 851.8313 - logits_profile_predictions_loss: 809.8129 - logcount_predictions_loss: 0.9749 426/2968 [===>..........................] - ETA: 6:00 - loss: 851.6775 - logits_profile_predictions_loss: 809.6856 - logcount_predictions_loss: 0.9743 427/2968 [===>..........................] - ETA: 6:00 - loss: 851.5243 - logits_profile_predictions_loss: 809.5587 - logcount_predictions_loss: 0.9737 428/2968 [===>..........................] - ETA: 6:00 - loss: 851.3713 - logits_profile_predictions_loss: 809.4319 - logcount_predictions_loss: 0.9731 429/2968 [===>..........................] - ETA: 6:00 - loss: 851.2191 - logits_profile_predictions_loss: 809.3058 - logcount_predictions_loss: 0.9725 430/2968 [===>..........................] - ETA: 6:00 - loss: 851.0676 - logits_profile_predictions_loss: 809.1804 - logcount_predictions_loss: 0.9719 431/2968 [===>..........................] - ETA: 6:00 - loss: 850.9163 - logits_profile_predictions_loss: 809.0550 - logcount_predictions_loss: 0.9713 432/2968 [===>..........................] - ETA: 6:00 - loss: 850.7660 - logits_profile_predictions_loss: 808.9305 - logcount_predictions_loss: 0.9707 433/2968 [===>..........................] - ETA: 5:59 - loss: 850.6160 - logits_profile_predictions_loss: 808.8063 - logcount_predictions_loss: 0.9701 434/2968 [===>..........................] - ETA: 5:59 - loss: 850.4661 - logits_profile_predictions_loss: 808.6821 - logcount_predictions_loss: 0.9695 435/2968 [===>..........................] - ETA: 5:59 - loss: 850.3171 - logits_profile_predictions_loss: 808.5587 - logcount_predictions_loss: 0.9689 436/2968 [===>..........................] - ETA: 5:59 - loss: 850.1683 - logits_profile_predictions_loss: 808.4354 - logcount_predictions_loss: 0.9683 437/2968 [===>..........................] - ETA: 5:59 - loss: 850.0202 - logits_profile_predictions_loss: 808.3127 - logcount_predictions_loss: 0.9677 438/2968 [===>..........................] - ETA: 5:59 - loss: 849.8726 - logits_profile_predictions_loss: 808.1904 - logcount_predictions_loss: 0.9671 439/2968 [===>..........................] - ETA: 5:58 - loss: 849.7253 - logits_profile_predictions_loss: 808.0683 - logcount_predictions_loss: 0.9665 440/2968 [===>..........................] - ETA: 5:58 - loss: 849.5785 - logits_profile_predictions_loss: 807.9467 - logcount_predictions_loss: 0.9659 441/2968 [===>..........................] - ETA: 5:58 - loss: 849.4323 - logits_profile_predictions_loss: 807.8256 - logcount_predictions_loss: 0.9653 442/2968 [===>..........................] - ETA: 5:58 - loss: 849.2866 - logits_profile_predictions_loss: 807.7050 - logcount_predictions_loss: 0.9648 443/2968 [===>..........................] - ETA: 5:58 - loss: 849.1417 - logits_profile_predictions_loss: 807.5849 - logcount_predictions_loss: 0.9642 444/2968 [===>..........................] - ETA: 5:58 - loss: 848.9973 - logits_profile_predictions_loss: 807.4653 - logcount_predictions_loss: 0.9636 445/2968 [===>..........................] - ETA: 5:57 - loss: 848.8540 - logits_profile_predictions_loss: 807.3467 - logcount_predictions_loss: 0.9630 446/2968 [===>..........................] - ETA: 5:57 - loss: 848.7110 - logits_profile_predictions_loss: 807.2284 - logcount_predictions_loss: 0.9625 447/2968 [===>..........................] - ETA: 5:57 - loss: 848.5683 - logits_profile_predictions_loss: 807.1102 - logcount_predictions_loss: 0.9619 448/2968 [===>..........................] - ETA: 5:57 - loss: 848.4261 - logits_profile_predictions_loss: 806.9925 - logcount_predictions_loss: 0.9613 449/2968 [===>..........................] - ETA: 5:57 - loss: 848.2848 - logits_profile_predictions_loss: 806.8756 - logcount_predictions_loss: 0.9608 450/2968 [===>..........................] - ETA: 5:57 - loss: 848.1440 - logits_profile_predictions_loss: 806.7591 - logcount_predictions_loss: 0.9602 451/2968 [===>..........................] - ETA: 5:56 - loss: 848.0039 - logits_profile_predictions_loss: 806.6432 - logcount_predictions_loss: 0.9596 452/2968 [===>..........................] - ETA: 5:56 - loss: 847.8644 - logits_profile_predictions_loss: 806.5278 - logcount_predictions_loss: 0.9591 453/2968 [===>..........................] - ETA: 5:56 - loss: 847.7255 - logits_profile_predictions_loss: 806.4130 - logcount_predictions_loss: 0.9585 454/2968 [===>..........................] - ETA: 5:56 - loss: 847.5875 - logits_profile_predictions_loss: 806.2989 - logcount_predictions_loss: 0.9580 455/2968 [===>..........................] - ETA: 5:56 - loss: 847.4500 - logits_profile_predictions_loss: 806.1853 - logcount_predictions_loss: 0.9574 456/2968 [===>..........................] - ETA: 5:56 - loss: 847.3131 - logits_profile_predictions_loss: 806.0721 - logcount_predictions_loss: 0.9569 457/2968 [===>..........................] - ETA: 5:56 - loss: 847.1764 - logits_profile_predictions_loss: 805.9592 - logcount_predictions_loss: 0.9563 458/2968 [===>..........................] - ETA: 5:55 - loss: 847.0406 - logits_profile_predictions_loss: 805.8469 - logcount_predictions_loss: 0.9558 459/2968 [===>..........................] - ETA: 5:55 - loss: 846.9050 - logits_profile_predictions_loss: 805.7349 - logcount_predictions_loss: 0.9552 460/2968 [===>..........................] - ETA: 5:55 - loss: 846.7698 - logits_profile_predictions_loss: 805.6232 - logcount_predictions_loss: 0.9547 461/2968 [===>..........................] - ETA: 5:55 - loss: 846.6358 - logits_profile_predictions_loss: 805.5125 - logcount_predictions_loss: 0.9541 462/2968 [===>..........................] - ETA: 5:55 - loss: 846.5024 - logits_profile_predictions_loss: 805.4025 - logcount_predictions_loss: 0.9536 463/2968 [===>..........................] - ETA: 5:55 - loss: 846.3702 - logits_profile_predictions_loss: 805.2934 - logcount_predictions_loss: 0.9530 464/2968 [===>..........................] - ETA: 5:54 - loss: 846.2381 - logits_profile_predictions_loss: 805.1844 - logcount_predictions_loss: 0.9525 465/2968 [===>..........................] - ETA: 5:54 - loss: 846.1064 - logits_profile_predictions_loss: 805.0758 - logcount_predictions_loss: 0.9520 466/2968 [===>..........................] - ETA: 5:54 - loss: 845.9749 - logits_profile_predictions_loss: 804.9672 - logcount_predictions_loss: 0.9514 467/2968 [===>..........................] - ETA: 5:54 - loss: 845.8441 - logits_profile_predictions_loss: 804.8593 - logcount_predictions_loss: 0.9509 468/2968 [===>..........................] - ETA: 5:54 - loss: 845.7136 - logits_profile_predictions_loss: 804.7515 - logcount_predictions_loss: 0.9504 469/2968 [===>..........................] - ETA: 5:54 - loss: 845.5834 - logits_profile_predictions_loss: 804.6441 - logcount_predictions_loss: 0.9499 470/2968 [===>..........................] - ETA: 5:54 - loss: 845.4534 - logits_profile_predictions_loss: 804.5366 - logcount_predictions_loss: 0.9493 471/2968 [===>..........................] - ETA: 5:53 - loss: 845.3233 - logits_profile_predictions_loss: 804.4291 - logcount_predictions_loss: 0.9488 472/2968 [===>..........................] - ETA: 5:53 - loss: 845.1935 - logits_profile_predictions_loss: 804.3218 - logcount_predictions_loss: 0.9483 473/2968 [===>..........................] - ETA: 5:53 - loss: 845.0645 - logits_profile_predictions_loss: 804.2152 - logcount_predictions_loss: 0.9478 474/2968 [===>..........................] - ETA: 5:53 - loss: 844.9359 - logits_profile_predictions_loss: 804.1090 - logcount_predictions_loss: 0.9473 475/2968 [===>..........................] - ETA: 5:53 - loss: 844.8079 - logits_profile_predictions_loss: 804.0032 - logcount_predictions_loss: 0.9467 476/2968 [===>..........................] - ETA: 5:53 - loss: 844.6800 - logits_profile_predictions_loss: 803.8976 - logcount_predictions_loss: 0.9462 477/2968 [===>..........................] - ETA: 5:52 - loss: 844.5531 - logits_profile_predictions_loss: 803.7928 - logcount_predictions_loss: 0.9457 478/2968 [===>..........................] - ETA: 5:52 - loss: 844.4264 - logits_profile_predictions_loss: 803.6881 - logcount_predictions_loss: 0.9452 479/2968 [===>..........................] - ETA: 5:52 - loss: 844.3004 - logits_profile_predictions_loss: 803.5840 - logcount_predictions_loss: 0.9447 480/2968 [===>..........................] - ETA: 5:52 - loss: 844.1748 - logits_profile_predictions_loss: 803.4804 - logcount_predictions_loss: 0.9442 481/2968 [===>..........................] - ETA: 5:52 - loss: 844.0500 - logits_profile_predictions_loss: 803.3773 - logcount_predictions_loss: 0.9437 482/2968 [===>..........................] - ETA: 5:52 - loss: 843.9255 - logits_profile_predictions_loss: 803.2746 - logcount_predictions_loss: 0.9432 483/2968 [===>..........................] - ETA: 5:51 - loss: 843.8015 - logits_profile_predictions_loss: 803.1723 - logcount_predictions_loss: 0.9427 484/2968 [===>..........................] - ETA: 5:51 - loss: 843.6779 - logits_profile_predictions_loss: 803.0703 - logcount_predictions_loss: 0.9422 485/2968 [===>..........................] - ETA: 5:51 - loss: 843.5546 - logits_profile_predictions_loss: 802.9686 - logcount_predictions_loss: 0.9417 486/2968 [===>..........................] - ETA: 5:51 - loss: 843.4315 - logits_profile_predictions_loss: 802.8670 - logcount_predictions_loss: 0.9412 487/2968 [===>..........................] - ETA: 5:51 - loss: 843.3084 - logits_profile_predictions_loss: 802.7654 - logcount_predictions_loss: 0.9407 488/2968 [===>..........................] - ETA: 5:51 - loss: 843.1859 - logits_profile_predictions_loss: 802.6643 - logcount_predictions_loss: 0.9402 489/2968 [===>..........................] - ETA: 5:51 - loss: 843.0637 - logits_profile_predictions_loss: 802.5636 - logcount_predictions_loss: 0.9397 490/2968 [===>..........................] - ETA: 5:50 - loss: 842.9424 - logits_profile_predictions_loss: 802.4636 - logcount_predictions_loss: 0.9392 491/2968 [===>..........................] - ETA: 5:50 - loss: 842.8214 - logits_profile_predictions_loss: 802.3638 - logcount_predictions_loss: 0.9387 492/2968 [===>..........................] - ETA: 5:50 - loss: 842.7006 - logits_profile_predictions_loss: 802.2642 - logcount_predictions_loss: 0.9382 493/2968 [===>..........................] - ETA: 5:50 - loss: 842.5798 - logits_profile_predictions_loss: 802.1645 - logcount_predictions_loss: 0.9377 494/2968 [===>..........................] - ETA: 5:50 - loss: 842.4592 - logits_profile_predictions_loss: 802.0651 - logcount_predictions_loss: 0.9372 495/2968 [====>.........................] - ETA: 5:50 - loss: 842.3388 - logits_profile_predictions_loss: 801.9658 - logcount_predictions_loss: 0.9367 496/2968 [====>.........................] - ETA: 5:49 - loss: 842.2192 - logits_profile_predictions_loss: 801.8672 - logcount_predictions_loss: 0.9362 497/2968 [====>.........................] - ETA: 5:49 - loss: 842.0999 - logits_profile_predictions_loss: 801.7688 - logcount_predictions_loss: 0.9357 498/2968 [====>.........................] - ETA: 5:49 - loss: 841.9809 - logits_profile_predictions_loss: 801.6707 - logcount_predictions_loss: 0.9353 499/2968 [====>.........................] - ETA: 5:49 - loss: 841.8621 - logits_profile_predictions_loss: 801.5727 - logcount_predictions_loss: 0.9348 500/2968 [====>.........................] - ETA: 5:49 - loss: 841.7434 - logits_profile_predictions_loss: 801.4748 - logcount_predictions_loss: 0.9343 501/2968 [====>.........................] - ETA: 5:49 - loss: 841.6250 - logits_profile_predictions_loss: 801.3770 - logcount_predictions_loss: 0.9338 502/2968 [====>.........................] - ETA: 5:48 - loss: 841.5070 - logits_profile_predictions_loss: 801.2796 - logcount_predictions_loss: 0.9333 503/2968 [====>.........................] - ETA: 5:48 - loss: 841.3898 - logits_profile_predictions_loss: 801.1829 - logcount_predictions_loss: 0.9329 504/2968 [====>.........................] - ETA: 5:48 - loss: 841.2728 - logits_profile_predictions_loss: 801.0865 - logcount_predictions_loss: 0.9324 505/2968 [====>.........................] - ETA: 5:48 - loss: 841.1564 - logits_profile_predictions_loss: 800.9904 - logcount_predictions_loss: 0.9319 506/2968 [====>.........................] - ETA: 5:48 - loss: 841.0402 - logits_profile_predictions_loss: 800.8945 - logcount_predictions_loss: 0.9314 507/2968 [====>.........................] - ETA: 5:48 - loss: 840.9238 - logits_profile_predictions_loss: 800.7984 - logcount_predictions_loss: 0.9310 508/2968 [====>.........................] - ETA: 5:48 - loss: 840.8079 - logits_profile_predictions_loss: 800.7028 - logcount_predictions_loss: 0.9305 509/2968 [====>.........................] - ETA: 5:47 - loss: 840.6923 - logits_profile_predictions_loss: 800.6073 - logcount_predictions_loss: 0.9300 510/2968 [====>.........................] - ETA: 5:47 - loss: 840.5770 - logits_profile_predictions_loss: 800.5121 - logcount_predictions_loss: 0.9296 511/2968 [====>.........................] - ETA: 5:47 - loss: 840.4618 - logits_profile_predictions_loss: 800.4170 - logcount_predictions_loss: 0.9291 512/2968 [====>.........................] - ETA: 5:47 - loss: 840.3469 - logits_profile_predictions_loss: 800.3221 - logcount_predictions_loss: 0.9286 513/2968 [====>.........................] - ETA: 5:47 - loss: 840.2318 - logits_profile_predictions_loss: 800.2269 - logcount_predictions_loss: 0.9282 514/2968 [====>.........................] - ETA: 5:47 - loss: 840.1173 - logits_profile_predictions_loss: 800.1322 - logcount_predictions_loss: 0.9277 515/2968 [====>.........................] - ETA: 5:46 - loss: 840.0032 - logits_profile_predictions_loss: 800.0379 - logcount_predictions_loss: 0.9273 516/2968 [====>.........................] - ETA: 5:46 - loss: 839.8894 - logits_profile_predictions_loss: 799.9437 - logcount_predictions_loss: 0.9268 517/2968 [====>.........................] - ETA: 5:46 - loss: 839.7758 - logits_profile_predictions_loss: 799.8497 - logcount_predictions_loss: 0.9263 518/2968 [====>.........................] - ETA: 5:46 - loss: 839.6625 - logits_profile_predictions_loss: 799.7561 - logcount_predictions_loss: 0.9259 519/2968 [====>.........................] - ETA: 5:46 - loss: 839.5499 - logits_profile_predictions_loss: 799.6629 - logcount_predictions_loss: 0.9254 520/2968 [====>.........................] - ETA: 5:46 - loss: 839.4375 - logits_profile_predictions_loss: 799.5700 - logcount_predictions_loss: 0.9250 521/2968 [====>.........................] - ETA: 5:46 - loss: 839.3255 - logits_profile_predictions_loss: 799.4775 - logcount_predictions_loss: 0.9245 522/2968 [====>.........................] - ETA: 5:45 - loss: 839.2145 - 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[====>.........................] - ETA: 5:44 - loss: 838.4492 - logits_profile_predictions_loss: 798.7541 - logcount_predictions_loss: 0.9210 530/2968 [====>.........................] - ETA: 5:44 - loss: 838.3411 - logits_profile_predictions_loss: 798.6648 - logcount_predictions_loss: 0.9206 531/2968 [====>.........................] - ETA: 5:44 - loss: 838.2330 - logits_profile_predictions_loss: 798.5755 - logcount_predictions_loss: 0.9201 532/2968 [====>.........................] - ETA: 5:44 - loss: 838.1254 - logits_profile_predictions_loss: 798.4867 - logcount_predictions_loss: 0.9197 533/2968 [====>.........................] - ETA: 5:44 - loss: 838.0178 - logits_profile_predictions_loss: 798.3979 - logcount_predictions_loss: 0.9192 534/2968 [====>.........................] - ETA: 5:44 - loss: 837.9106 - logits_profile_predictions_loss: 798.3094 - logcount_predictions_loss: 0.9188 535/2968 [====>.........................] - ETA: 5:43 - loss: 837.8038 - 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logits_profile_predictions_loss: 797.0976 - logcount_predictions_loss: 0.9129 549/2968 [====>.........................] - ETA: 5:41 - loss: 836.3406 - logits_profile_predictions_loss: 797.0131 - logcount_predictions_loss: 0.9125 550/2968 [====>.........................] - ETA: 5:41 - loss: 836.2383 - logits_profile_predictions_loss: 796.9286 - logcount_predictions_loss: 0.9121 551/2968 [====>.........................] - ETA: 5:41 - loss: 836.1363 - logits_profile_predictions_loss: 796.8443 - logcount_predictions_loss: 0.9116 552/2968 [====>.........................] - ETA: 5:41 - loss: 836.0344 - logits_profile_predictions_loss: 796.7602 - logcount_predictions_loss: 0.9112 553/2968 [====>.........................] - ETA: 5:41 - loss: 835.9328 - logits_profile_predictions_loss: 796.6762 - logcount_predictions_loss: 0.9108 554/2968 [====>.........................] - ETA: 5:41 - loss: 835.8315 - logits_profile_predictions_loss: 796.5925 - logcount_predictions_loss: 0.9104 555/2968 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logits_profile_predictions_loss: 796.0120 - logcount_predictions_loss: 0.9076 562/2968 [====>.........................] - ETA: 5:39 - loss: 835.0296 - logits_profile_predictions_loss: 795.9300 - logcount_predictions_loss: 0.9072 563/2968 [====>.........................] - ETA: 5:39 - loss: 834.9308 - logits_profile_predictions_loss: 795.8484 - logcount_predictions_loss: 0.9068 564/2968 [====>.........................] - ETA: 5:39 - loss: 834.8325 - logits_profile_predictions_loss: 795.7673 - logcount_predictions_loss: 0.9064 565/2968 [====>.........................] - ETA: 5:39 - loss: 834.7347 - logits_profile_predictions_loss: 795.6865 - logcount_predictions_loss: 0.9060 566/2968 [====>.........................] - ETA: 5:39 - loss: 834.6373 - logits_profile_predictions_loss: 795.6062 - logcount_predictions_loss: 0.9056 567/2968 [====>.........................] - ETA: 5:39 - loss: 834.5401 - logits_profile_predictions_loss: 795.5260 - logcount_predictions_loss: 0.9052 568/2968 [====>.........................] - ETA: 5:38 - loss: 834.4427 - logits_profile_predictions_loss: 795.4456 - logcount_predictions_loss: 0.9048 569/2968 [====>.........................] - ETA: 5:38 - loss: 834.3456 - logits_profile_predictions_loss: 795.3654 - logcount_predictions_loss: 0.9044 570/2968 [====>.........................] - ETA: 5:38 - loss: 834.2491 - logits_profile_predictions_loss: 795.2857 - logcount_predictions_loss: 0.9040 571/2968 [====>.........................] - ETA: 5:38 - loss: 834.1531 - logits_profile_predictions_loss: 795.2065 - logcount_predictions_loss: 0.9036 572/2968 [====>.........................] - ETA: 5:38 - loss: 834.0574 - logits_profile_predictions_loss: 795.1275 - logcount_predictions_loss: 0.9032 573/2968 [====>.........................] - ETA: 5:38 - loss: 833.9622 - logits_profile_predictions_loss: 795.0489 - logcount_predictions_loss: 0.9029 574/2968 [====>.........................] - ETA: 5:37 - loss: 833.8672 - logits_profile_predictions_loss: 794.9705 - logcount_predictions_loss: 0.9025 575/2968 [====>.........................] - ETA: 5:37 - loss: 833.7723 - logits_profile_predictions_loss: 794.8922 - logcount_predictions_loss: 0.9021 576/2968 [====>.........................] - ETA: 5:37 - loss: 833.6776 - logits_profile_predictions_loss: 794.8141 - logcount_predictions_loss: 0.9017 577/2968 [====>.........................] - ETA: 5:37 - loss: 833.5830 - logits_profile_predictions_loss: 794.7360 - logcount_predictions_loss: 0.9013 578/2968 [====>.........................] - ETA: 5:37 - loss: 833.4883 - logits_profile_predictions_loss: 794.6578 - logcount_predictions_loss: 0.9009 579/2968 [====>.........................] - ETA: 5:37 - loss: 833.3939 - logits_profile_predictions_loss: 794.5798 - logcount_predictions_loss: 0.9005 580/2968 [====>.........................] - ETA: 5:37 - loss: 833.2998 - logits_profile_predictions_loss: 794.5022 - logcount_predictions_loss: 0.9002 581/2968 [====>.........................] - ETA: 5:36 - loss: 833.2059 - logits_profile_predictions_loss: 794.4246 - logcount_predictions_loss: 0.8998 582/2968 [====>.........................] - ETA: 5:36 - loss: 833.1122 - logits_profile_predictions_loss: 794.3473 - logcount_predictions_loss: 0.8994 583/2968 [====>.........................] - ETA: 5:36 - loss: 833.0188 - logits_profile_predictions_loss: 794.2702 - logcount_predictions_loss: 0.8990 584/2968 [====>.........................] - ETA: 5:36 - loss: 832.9255 - logits_profile_predictions_loss: 794.1931 - logcount_predictions_loss: 0.8987 585/2968 [====>.........................] - ETA: 5:36 - loss: 832.8322 - logits_profile_predictions_loss: 794.1160 - logcount_predictions_loss: 0.8983 586/2968 [====>.........................] - ETA: 5:36 - loss: 832.7394 - logits_profile_predictions_loss: 794.0394 - logcount_predictions_loss: 0.8979 587/2968 [====>.........................] - ETA: 5:36 - loss: 832.6469 - 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[=====>........................] - ETA: 5:34 - loss: 832.0067 - logits_profile_predictions_loss: 793.4341 - logcount_predictions_loss: 0.8949 595/2968 [=====>........................] - ETA: 5:34 - loss: 831.9165 - logits_profile_predictions_loss: 793.3597 - logcount_predictions_loss: 0.8946 596/2968 [=====>........................] - ETA: 5:34 - loss: 831.8267 - logits_profile_predictions_loss: 793.2856 - logcount_predictions_loss: 0.8942 597/2968 [=====>........................] - ETA: 5:34 - loss: 831.7373 - logits_profile_predictions_loss: 793.2119 - logcount_predictions_loss: 0.8939 598/2968 [=====>........................] - ETA: 5:34 - loss: 831.6484 - logits_profile_predictions_loss: 793.1386 - logcount_predictions_loss: 0.8935 599/2968 [=====>........................] - ETA: 5:34 - loss: 831.5596 - logits_profile_predictions_loss: 793.0654 - logcount_predictions_loss: 0.8931 600/2968 [=====>........................] - ETA: 5:34 - loss: 831.4711 - 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[=====>........................] - ETA: 5:33 - loss: 830.8578 - logits_profile_predictions_loss: 792.4872 - logcount_predictions_loss: 0.8903 608/2968 [=====>........................] - ETA: 5:32 - loss: 830.7712 - logits_profile_predictions_loss: 792.4159 - logcount_predictions_loss: 0.8899 609/2968 [=====>........................] - ETA: 5:32 - loss: 830.6849 - logits_profile_predictions_loss: 792.3448 - logcount_predictions_loss: 0.8896 610/2968 [=====>........................] - ETA: 5:32 - loss: 830.5988 - logits_profile_predictions_loss: 792.2740 - logcount_predictions_loss: 0.8892 611/2968 [=====>........................] - ETA: 5:32 - loss: 830.5130 - logits_profile_predictions_loss: 792.2034 - logcount_predictions_loss: 0.8888 612/2968 [=====>........................] - ETA: 5:32 - loss: 830.4276 - logits_profile_predictions_loss: 792.1332 - logcount_predictions_loss: 0.8885 613/2968 [=====>........................] - ETA: 5:32 - loss: 830.3423 - 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[=====>........................] - ETA: 5:31 - loss: 829.7509 - logits_profile_predictions_loss: 791.5768 - logcount_predictions_loss: 0.8857 621/2968 [=====>........................] - ETA: 5:30 - loss: 829.6674 - logits_profile_predictions_loss: 791.5081 - logcount_predictions_loss: 0.8854 622/2968 [=====>........................] - ETA: 5:30 - loss: 829.5839 - logits_profile_predictions_loss: 791.4396 - logcount_predictions_loss: 0.8850 623/2968 [=====>........................] - ETA: 5:30 - loss: 829.5006 - logits_profile_predictions_loss: 791.3711 - logcount_predictions_loss: 0.8847 624/2968 [=====>........................] - ETA: 5:30 - loss: 829.4175 - logits_profile_predictions_loss: 791.3028 - logcount_predictions_loss: 0.8843 625/2968 [=====>........................] - ETA: 5:30 - loss: 829.3344 - logits_profile_predictions_loss: 791.2344 - logcount_predictions_loss: 0.8840 626/2968 [=====>........................] - ETA: 5:30 - loss: 829.2516 - 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[=====>........................] - ETA: 5:29 - loss: 828.6766 - logits_profile_predictions_loss: 790.6933 - logcount_predictions_loss: 0.8813 634/2968 [=====>........................] - ETA: 5:29 - loss: 828.5953 - logits_profile_predictions_loss: 790.6264 - logcount_predictions_loss: 0.8809 635/2968 [=====>........................] - ETA: 5:28 - loss: 828.5142 - logits_profile_predictions_loss: 790.5597 - logcount_predictions_loss: 0.8806 636/2968 [=====>........................] - ETA: 5:28 - loss: 828.4332 - logits_profile_predictions_loss: 790.4931 - logcount_predictions_loss: 0.8803 637/2968 [=====>........................] - ETA: 5:28 - loss: 828.3529 - logits_profile_predictions_loss: 790.4270 - logcount_predictions_loss: 0.8799 638/2968 [=====>........................] - ETA: 5:28 - loss: 828.2725 - logits_profile_predictions_loss: 790.3609 - logcount_predictions_loss: 0.8796 639/2968 [=====>........................] - ETA: 5:28 - loss: 828.1923 - 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[============================>.] - ETA: 0s - loss: 767.3463 - logits_profile_predictions_loss: 739.2681 - logcount_predictions_loss: 0.6515 2962/2968 [============================>.] - ETA: 0s - loss: 767.3351 - logits_profile_predictions_loss: 739.2584 - logcount_predictions_loss: 0.6514 2963/2968 [============================>.] - ETA: 0s - loss: 767.3238 - logits_profile_predictions_loss: 739.2487 - logcount_predictions_loss: 0.6514 2964/2968 [============================>.] - ETA: 0s - loss: 767.3125 - logits_profile_predictions_loss: 739.2390 - logcount_predictions_loss: 0.6513 2965/2968 [============================>.] - ETA: 0s - loss: 767.3012 - logits_profile_predictions_loss: 739.2293 - logcount_predictions_loss: 0.6513 2966/2968 [============================>.] - ETA: 0s - loss: 767.2900 - logits_profile_predictions_loss: 739.2196 - logcount_predictions_loss: 0.6513 2967/2968 [============================>.] - ETA: 0s - loss: 767.2787 - logits_profile_predictions_loss: 739.2100 - logcount_predictions_loss: 0.6512 2968/2968 [==============================] - ETA: 0s - loss: 767.2674 - logits_profile_predictions_loss: 739.2003 - logcount_predictions_loss: 0.6512 2968/2968 [==============================] - 438s 146ms/step - loss: 767.2562 - logits_profile_predictions_loss: 739.1906 - logcount_predictions_loss: 0.6512 - val_loss: 701.6556 - val_logits_profile_predictions_loss: 681.8449 - val_logcount_predictions_loss: 0.4597 Epoch 00001: val_loss improved from inf to 701.65558, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 2/50 1/2968 [..............................] - ETA: 7:42 - loss: 753.0704 - logits_profile_predictions_loss: 727.7629 - logcount_predictions_loss: 0.5872 2/2968 [..............................] - ETA: 7:11 - loss: 724.9378 - logits_profile_predictions_loss: 700.8789 - logcount_predictions_loss: 0.5582 3/2968 [..............................] - ETA: 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10/2968 [..............................] - ETA: 6:52 - loss: 719.6299 - logits_profile_predictions_loss: 697.4532 - logcount_predictions_loss: 0.5145 11/2968 [..............................] - ETA: 6:51 - loss: 719.7795 - logits_profile_predictions_loss: 697.7071 - logcount_predictions_loss: 0.5121 12/2968 [..............................] - ETA: 6:51 - loss: 719.9001 - logits_profile_predictions_loss: 697.9039 - logcount_predictions_loss: 0.5104 13/2968 [..............................] - ETA: 6:51 - loss: 720.1187 - logits_profile_predictions_loss: 698.1987 - logcount_predictions_loss: 0.5086 14/2968 [..............................] - ETA: 6:51 - loss: 720.3297 - logits_profile_predictions_loss: 698.4883 - logcount_predictions_loss: 0.5068 15/2968 [..............................] - ETA: 6:50 - loss: 719.9560 - logits_profile_predictions_loss: 698.1707 - logcount_predictions_loss: 0.5055 16/2968 [..............................] - ETA: 6:50 - loss: 719.2868 - 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[..............................] - ETA: 6:49 - loss: 714.1267 - logits_profile_predictions_loss: 692.6468 - logcount_predictions_loss: 0.4984 24/2968 [..............................] - ETA: 6:49 - loss: 713.5869 - logits_profile_predictions_loss: 692.1144 - logcount_predictions_loss: 0.4982 25/2968 [..............................] - ETA: 6:48 - loss: 713.1300 - logits_profile_predictions_loss: 691.6659 - logcount_predictions_loss: 0.4980 26/2968 [..............................] - ETA: 6:48 - loss: 712.7276 - logits_profile_predictions_loss: 691.2645 - logcount_predictions_loss: 0.4980 27/2968 [..............................] - ETA: 6:48 - loss: 712.3086 - logits_profile_predictions_loss: 690.8516 - logcount_predictions_loss: 0.4978 28/2968 [..............................] - ETA: 6:48 - loss: 712.0285 - logits_profile_predictions_loss: 690.5736 - logcount_predictions_loss: 0.4978 29/2968 [..............................] - ETA: 6:48 - loss: 711.8129 - logits_profile_predictions_loss: 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43/2968 [..............................] - ETA: 6:46 - loss: 710.6340 - logits_profile_predictions_loss: 689.3522 - logcount_predictions_loss: 0.4938 44/2968 [..............................] - ETA: 6:46 - loss: 710.5238 - logits_profile_predictions_loss: 689.2551 - logcount_predictions_loss: 0.4935 45/2968 [..............................] - ETA: 6:46 - loss: 710.4216 - logits_profile_predictions_loss: 689.1665 - logcount_predictions_loss: 0.4932 46/2968 [..............................] - ETA: 6:45 - loss: 710.3478 - logits_profile_predictions_loss: 689.1043 - logcount_predictions_loss: 0.4929 47/2968 [..............................] - ETA: 6:45 - loss: 710.3125 - logits_profile_predictions_loss: 689.0784 - logcount_predictions_loss: 0.4927 48/2968 [..............................] - ETA: 6:45 - loss: 710.2815 - logits_profile_predictions_loss: 689.0598 - logcount_predictions_loss: 0.4924 49/2968 [..............................] - ETA: 6:45 - loss: 710.2610 - 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[..............................] - ETA: 6:44 - loss: 710.0485 - logits_profile_predictions_loss: 688.9216 - logcount_predictions_loss: 0.4902 57/2968 [..............................] - ETA: 6:44 - loss: 710.0549 - logits_profile_predictions_loss: 688.9373 - logcount_predictions_loss: 0.4900 58/2968 [..............................] - ETA: 6:44 - loss: 710.0569 - logits_profile_predictions_loss: 688.9500 - logcount_predictions_loss: 0.4897 59/2968 [..............................] - ETA: 6:44 - loss: 710.0693 - logits_profile_predictions_loss: 688.9746 - logcount_predictions_loss: 0.4894 60/2968 [..............................] - ETA: 6:43 - loss: 710.0602 - logits_profile_predictions_loss: 688.9782 - logcount_predictions_loss: 0.4891 61/2968 [..............................] - ETA: 6:43 - loss: 710.0467 - logits_profile_predictions_loss: 688.9780 - logcount_predictions_loss: 0.4888 62/2968 [..............................] - ETA: 6:43 - loss: 710.0286 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 700.6619 - logits_profile_predictions_loss: 680.9180 - logcount_predictions_loss: 0.4581 2958/2968 [============================>.] - ETA: 1s - loss: 700.6605 - logits_profile_predictions_loss: 680.9168 - logcount_predictions_loss: 0.4581 2959/2968 [============================>.] - ETA: 1s - loss: 700.6591 - logits_profile_predictions_loss: 680.9156 - logcount_predictions_loss: 0.4581 2960/2968 [============================>.] - ETA: 1s - loss: 700.6577 - logits_profile_predictions_loss: 680.9143 - logcount_predictions_loss: 0.4581 2961/2968 [============================>.] - ETA: 0s - loss: 700.6563 - logits_profile_predictions_loss: 680.9131 - logcount_predictions_loss: 0.4581 2962/2968 [============================>.] - ETA: 0s - loss: 700.6549 - logits_profile_predictions_loss: 680.9119 - logcount_predictions_loss: 0.4581 2963/2968 [============================>.] - ETA: 0s - loss: 700.6535 - logits_profile_predictions_loss: 680.9107 - logcount_predictions_loss: 0.4581 2964/2968 [============================>.] - ETA: 0s - loss: 700.6521 - logits_profile_predictions_loss: 680.9094 - logcount_predictions_loss: 0.4581 2965/2968 [============================>.] - ETA: 0s - loss: 700.6507 - logits_profile_predictions_loss: 680.9082 - logcount_predictions_loss: 0.4581 2966/2968 [============================>.] - ETA: 0s - loss: 700.6493 - logits_profile_predictions_loss: 680.9070 - logcount_predictions_loss: 0.4581 2967/2968 [============================>.] - ETA: 0s - loss: 700.6479 - logits_profile_predictions_loss: 680.9058 - logcount_predictions_loss: 0.4581 2968/2968 [==============================] - ETA: 0s - loss: 700.6465 - logits_profile_predictions_loss: 680.9045 - logcount_predictions_loss: 0.4581 2968/2968 [==============================] - 430s 145ms/step - loss: 700.6451 - logits_profile_predictions_loss: 680.9033 - logcount_predictions_loss: 0.4581 - val_loss: 689.9985 - val_logits_profile_predictions_loss: 671.9552 - val_logcount_predictions_loss: 0.4186 Epoch 00002: val_loss improved from 701.65558 to 689.99847, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 3/50 1/2968 [..............................] - ETA: 7:41 - loss: 618.0266 - logits_profile_predictions_loss: 596.1201 - logcount_predictions_loss: 0.5083 2/2968 [..............................] - ETA: 7:06 - loss: 628.8834 - logits_profile_predictions_loss: 607.6214 - logcount_predictions_loss: 0.4933 3/2968 [..............................] - ETA: 6:59 - loss: 635.1136 - logits_profile_predictions_loss: 614.5934 - logcount_predictions_loss: 0.4761 4/2968 [..............................] - ETA: 6:58 - loss: 638.8081 - logits_profile_predictions_loss: 618.6841 - logcount_predictions_loss: 0.4669 5/2968 [..............................] - ETA: 6:56 - loss: 642.7510 - logits_profile_predictions_loss: 623.1323 - 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- logits_profile_predictions_loss: 646.6393 - logcount_predictions_loss: 0.4420 13/2968 [..............................] - ETA: 6:52 - loss: 666.5519 - logits_profile_predictions_loss: 647.5232 - logcount_predictions_loss: 0.4415 14/2968 [..............................] - ETA: 6:52 - loss: 667.0882 - logits_profile_predictions_loss: 648.0798 - logcount_predictions_loss: 0.4410 15/2968 [..............................] - ETA: 6:51 - loss: 667.5635 - logits_profile_predictions_loss: 648.5972 - logcount_predictions_loss: 0.4401 16/2968 [..............................] - ETA: 6:51 - loss: 668.0100 - logits_profile_predictions_loss: 649.1016 - logcount_predictions_loss: 0.4387 17/2968 [..............................] - ETA: 6:51 - loss: 668.4559 - logits_profile_predictions_loss: 649.5937 - logcount_predictions_loss: 0.4376 18/2968 [..............................] - ETA: 6:50 - loss: 668.9466 - logits_profile_predictions_loss: 650.1348 - logcount_predictions_loss: 0.4365 19/2968 [..............................] - ETA: 6:50 - loss: 669.3275 - logits_profile_predictions_loss: 650.5380 - logcount_predictions_loss: 0.4360 20/2968 [..............................] - ETA: 6:50 - loss: 669.7234 - logits_profile_predictions_loss: 650.9491 - logcount_predictions_loss: 0.4356 21/2968 [..............................] - ETA: 6:50 - loss: 670.1954 - logits_profile_predictions_loss: 651.4354 - logcount_predictions_loss: 0.4353 22/2968 [..............................] - ETA: 6:49 - loss: 670.6811 - logits_profile_predictions_loss: 651.9372 - logcount_predictions_loss: 0.4349 23/2968 [..............................] - ETA: 6:49 - loss: 671.0361 - logits_profile_predictions_loss: 652.3109 - logcount_predictions_loss: 0.4345 24/2968 [..............................] - ETA: 6:49 - loss: 671.3608 - logits_profile_predictions_loss: 652.6437 - logcount_predictions_loss: 0.4343 25/2968 [..............................] - ETA: 6:49 - loss: 671.6335 - logits_profile_predictions_loss: 652.9215 - logcount_predictions_loss: 0.4342 26/2968 [..............................] - ETA: 6:49 - loss: 671.8210 - logits_profile_predictions_loss: 653.1214 - logcount_predictions_loss: 0.4339 27/2968 [..............................] - ETA: 6:49 - loss: 672.0256 - logits_profile_predictions_loss: 653.3349 - logcount_predictions_loss: 0.4337 28/2968 [..............................] - ETA: 6:48 - loss: 672.2091 - logits_profile_predictions_loss: 653.5280 - logcount_predictions_loss: 0.4334 29/2968 [..............................] - ETA: 6:48 - loss: 672.3096 - logits_profile_predictions_loss: 653.6393 - logcount_predictions_loss: 0.4332 30/2968 [..............................] - ETA: 6:48 - loss: 672.3699 - logits_profile_predictions_loss: 653.7121 - logcount_predictions_loss: 0.4329 31/2968 [..............................] - ETA: 6:48 - loss: 672.4857 - logits_profile_predictions_loss: 653.8361 - logcount_predictions_loss: 0.4327 32/2968 [..............................] - ETA: 6:48 - loss: 672.6236 - logits_profile_predictions_loss: 653.9852 - logcount_predictions_loss: 0.4324 33/2968 [..............................] - ETA: 6:48 - loss: 672.7618 - logits_profile_predictions_loss: 654.1389 - logcount_predictions_loss: 0.4321 34/2968 [..............................] - ETA: 6:47 - loss: 672.9054 - logits_profile_predictions_loss: 654.2984 - logcount_predictions_loss: 0.4317 35/2968 [..............................] - ETA: 6:47 - loss: 673.1061 - logits_profile_predictions_loss: 654.5196 - logcount_predictions_loss: 0.4312 36/2968 [..............................] - ETA: 6:47 - loss: 673.3361 - logits_profile_predictions_loss: 654.7670 - logcount_predictions_loss: 0.4308 37/2968 [..............................] - ETA: 6:47 - loss: 673.5581 - logits_profile_predictions_loss: 655.0090 - logcount_predictions_loss: 0.4304 38/2968 [..............................] - ETA: 6:47 - loss: 673.8318 - logits_profile_predictions_loss: 655.3011 - logcount_predictions_loss: 0.4299 39/2968 [..............................] - ETA: 6:47 - loss: 674.0401 - logits_profile_predictions_loss: 655.5278 - logcount_predictions_loss: 0.4295 40/2968 [..............................] - ETA: 6:46 - loss: 674.2439 - logits_profile_predictions_loss: 655.7475 - logcount_predictions_loss: 0.4291 41/2968 [..............................] - ETA: 6:46 - loss: 674.5266 - logits_profile_predictions_loss: 656.0445 - logcount_predictions_loss: 0.4288 42/2968 [..............................] - ETA: 6:46 - loss: 674.7686 - logits_profile_predictions_loss: 656.3035 - logcount_predictions_loss: 0.4284 43/2968 [..............................] - ETA: 6:46 - loss: 674.9930 - logits_profile_predictions_loss: 656.5460 - logcount_predictions_loss: 0.4280 44/2968 [..............................] - ETA: 6:46 - loss: 675.1754 - logits_profile_predictions_loss: 656.7460 - logcount_predictions_loss: 0.4276 45/2968 [..............................] - ETA: 6:46 - loss: 675.3977 - 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[..............................] - ETA: 6:45 - loss: 676.6974 - logits_profile_predictions_loss: 658.3904 - logcount_predictions_loss: 0.4248 53/2968 [..............................] - ETA: 6:44 - loss: 676.8629 - logits_profile_predictions_loss: 658.5666 - logcount_predictions_loss: 0.4245 54/2968 [..............................] - ETA: 6:44 - loss: 677.0084 - logits_profile_predictions_loss: 658.7221 - logcount_predictions_loss: 0.4243 55/2968 [..............................] - ETA: 6:44 - loss: 677.1650 - logits_profile_predictions_loss: 658.8875 - logcount_predictions_loss: 0.4241 56/2968 [..............................] - ETA: 6:44 - loss: 677.3141 - logits_profile_predictions_loss: 659.0455 - logcount_predictions_loss: 0.4239 57/2968 [..............................] - ETA: 6:44 - loss: 677.4476 - logits_profile_predictions_loss: 659.1865 - logcount_predictions_loss: 0.4237 58/2968 [..............................] - ETA: 6:44 - loss: 677.5716 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:40 - loss: 679.8932 - logits_profile_predictions_loss: 661.7483 - logcount_predictions_loss: 0.4210 86/2968 [..............................] - ETA: 6:39 - loss: 679.9428 - logits_profile_predictions_loss: 661.8018 - logcount_predictions_loss: 0.4209 87/2968 [..............................] - ETA: 6:39 - loss: 679.9957 - logits_profile_predictions_loss: 661.8593 - logcount_predictions_loss: 0.4208 88/2968 [..............................] - ETA: 6:39 - loss: 680.0551 - logits_profile_predictions_loss: 661.9236 - logcount_predictions_loss: 0.4207 89/2968 [..............................] - ETA: 6:39 - loss: 680.1164 - logits_profile_predictions_loss: 661.9892 - logcount_predictions_loss: 0.4206 90/2968 [..............................] - ETA: 6:39 - loss: 680.1815 - logits_profile_predictions_loss: 662.0578 - logcount_predictions_loss: 0.4205 91/2968 [..............................] - ETA: 6:39 - loss: 680.2476 - logits_profile_predictions_loss: 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[>.............................] - ETA: 6:35 - loss: 681.8963 - logits_profile_predictions_loss: 663.8626 - logcount_predictions_loss: 0.4184 119/2968 [>.............................] - ETA: 6:35 - loss: 681.9548 - logits_profile_predictions_loss: 663.9236 - logcount_predictions_loss: 0.4184 120/2968 [>.............................] - ETA: 6:35 - loss: 682.0177 - logits_profile_predictions_loss: 663.9892 - logcount_predictions_loss: 0.4183 121/2968 [>.............................] - ETA: 6:35 - loss: 682.0782 - logits_profile_predictions_loss: 664.0521 - logcount_predictions_loss: 0.4182 122/2968 [>.............................] - ETA: 6:34 - loss: 682.1391 - logits_profile_predictions_loss: 664.1157 - logcount_predictions_loss: 0.4182 123/2968 [>.............................] - ETA: 6:34 - loss: 682.1979 - logits_profile_predictions_loss: 664.1774 - logcount_predictions_loss: 0.4181 124/2968 [>.............................] - ETA: 6:34 - loss: 682.2564 - 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[>.............................] - ETA: 6:33 - loss: 682.6123 - logits_profile_predictions_loss: 664.6079 - logcount_predictions_loss: 0.4177 132/2968 [>.............................] - ETA: 6:33 - loss: 682.6567 - logits_profile_predictions_loss: 664.6536 - logcount_predictions_loss: 0.4177 133/2968 [>.............................] - ETA: 6:33 - loss: 682.6955 - logits_profile_predictions_loss: 664.6936 - logcount_predictions_loss: 0.4177 134/2968 [>.............................] - ETA: 6:33 - loss: 682.7312 - logits_profile_predictions_loss: 664.7305 - logcount_predictions_loss: 0.4176 135/2968 [>.............................] - ETA: 6:33 - loss: 682.7655 - logits_profile_predictions_loss: 664.7658 - logcount_predictions_loss: 0.4176 136/2968 [>.............................] - ETA: 6:32 - loss: 682.8000 - logits_profile_predictions_loss: 664.8014 - logcount_predictions_loss: 0.4176 137/2968 [>.............................] - ETA: 6:32 - loss: 682.8363 - 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[>.............................] - ETA: 6:31 - loss: 683.0678 - logits_profile_predictions_loss: 665.0754 - logcount_predictions_loss: 0.4175 145/2968 [>.............................] - ETA: 6:31 - loss: 683.1015 - logits_profile_predictions_loss: 665.1096 - logcount_predictions_loss: 0.4174 146/2968 [>.............................] - ETA: 6:31 - loss: 683.1358 - logits_profile_predictions_loss: 665.1445 - logcount_predictions_loss: 0.4174 147/2968 [>.............................] - ETA: 6:31 - loss: 683.1670 - logits_profile_predictions_loss: 665.1762 - logcount_predictions_loss: 0.4174 148/2968 [>.............................] - ETA: 6:31 - loss: 683.1955 - logits_profile_predictions_loss: 665.2051 - logcount_predictions_loss: 0.4174 149/2968 [>.............................] - ETA: 6:31 - loss: 683.2190 - logits_profile_predictions_loss: 665.2290 - logcount_predictions_loss: 0.4174 150/2968 [>.............................] - ETA: 6:31 - loss: 683.2435 - 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[>.............................] - ETA: 6:30 - loss: 683.3988 - logits_profile_predictions_loss: 665.4076 - logcount_predictions_loss: 0.4174 158/2968 [>.............................] - ETA: 6:29 - loss: 683.4195 - logits_profile_predictions_loss: 665.4281 - logcount_predictions_loss: 0.4174 159/2968 [>.............................] - ETA: 6:29 - loss: 683.4415 - logits_profile_predictions_loss: 665.4498 - logcount_predictions_loss: 0.4174 160/2968 [>.............................] - ETA: 6:29 - loss: 683.4617 - logits_profile_predictions_loss: 665.4699 - logcount_predictions_loss: 0.4174 161/2968 [>.............................] - ETA: 6:29 - loss: 683.4834 - logits_profile_predictions_loss: 665.4915 - logcount_predictions_loss: 0.4174 162/2968 [>.............................] - ETA: 6:29 - loss: 683.5020 - logits_profile_predictions_loss: 665.5100 - logcount_predictions_loss: 0.4174 163/2968 [>.............................] - ETA: 6:29 - loss: 683.5191 - 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[>.............................] - ETA: 6:26 - loss: 683.8825 - logits_profile_predictions_loss: 665.8905 - logcount_predictions_loss: 0.4174 184/2968 [>.............................] - ETA: 6:26 - loss: 683.9014 - logits_profile_predictions_loss: 665.9092 - logcount_predictions_loss: 0.4175 185/2968 [>.............................] - ETA: 6:26 - loss: 683.9199 - logits_profile_predictions_loss: 665.9277 - logcount_predictions_loss: 0.4175 186/2968 [>.............................] - ETA: 6:26 - loss: 683.9387 - logits_profile_predictions_loss: 665.9464 - logcount_predictions_loss: 0.4175 187/2968 [>.............................] - ETA: 6:25 - loss: 683.9565 - logits_profile_predictions_loss: 665.9643 - logcount_predictions_loss: 0.4175 188/2968 [>.............................] - ETA: 6:25 - loss: 683.9721 - logits_profile_predictions_loss: 665.9800 - logcount_predictions_loss: 0.4174 189/2968 [>.............................] - ETA: 6:25 - loss: 683.9889 - 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[>.............................] - ETA: 6:24 - loss: 684.0867 - logits_profile_predictions_loss: 666.0970 - logcount_predictions_loss: 0.4174 197/2968 [>.............................] - ETA: 6:24 - loss: 684.0983 - logits_profile_predictions_loss: 666.1090 - logcount_predictions_loss: 0.4174 198/2968 [=>............................] - ETA: 6:24 - loss: 684.1102 - logits_profile_predictions_loss: 666.1212 - logcount_predictions_loss: 0.4174 199/2968 [=>............................] - ETA: 6:24 - loss: 684.1222 - logits_profile_predictions_loss: 666.1334 - logcount_predictions_loss: 0.4174 200/2968 [=>............................] - ETA: 6:24 - loss: 684.1338 - logits_profile_predictions_loss: 666.1451 - logcount_predictions_loss: 0.4174 201/2968 [=>............................] - ETA: 6:23 - loss: 684.1469 - logits_profile_predictions_loss: 666.1583 - logcount_predictions_loss: 0.4174 202/2968 [=>............................] - ETA: 6:23 - loss: 684.1598 - 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[===>..........................] - ETA: 5:52 - loss: 685.4810 - logits_profile_predictions_loss: 667.4431 - logcount_predictions_loss: 0.4185 431/2968 [===>..........................] - ETA: 5:52 - loss: 685.4851 - logits_profile_predictions_loss: 667.4470 - logcount_predictions_loss: 0.4185 432/2968 [===>..........................] - ETA: 5:51 - loss: 685.4891 - logits_profile_predictions_loss: 667.4509 - logcount_predictions_loss: 0.4185 433/2968 [===>..........................] - ETA: 5:51 - loss: 685.4931 - logits_profile_predictions_loss: 667.4548 - logcount_predictions_loss: 0.4185 434/2968 [===>..........................] - ETA: 5:51 - loss: 685.4969 - logits_profile_predictions_loss: 667.4586 - logcount_predictions_loss: 0.4185 435/2968 [===>..........................] - ETA: 5:51 - loss: 685.5009 - logits_profile_predictions_loss: 667.4625 - logcount_predictions_loss: 0.4185 436/2968 [===>..........................] - ETA: 5:51 - loss: 685.5048 - 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[===>..........................] - ETA: 5:50 - loss: 685.5325 - logits_profile_predictions_loss: 667.4937 - logcount_predictions_loss: 0.4185 444/2968 [===>..........................] - ETA: 5:50 - loss: 685.5366 - logits_profile_predictions_loss: 667.4978 - logcount_predictions_loss: 0.4185 445/2968 [===>..........................] - ETA: 5:50 - loss: 685.5405 - logits_profile_predictions_loss: 667.5018 - logcount_predictions_loss: 0.4185 446/2968 [===>..........................] - ETA: 5:49 - loss: 685.5448 - logits_profile_predictions_loss: 667.5059 - logcount_predictions_loss: 0.4185 447/2968 [===>..........................] - ETA: 5:49 - loss: 685.5490 - logits_profile_predictions_loss: 667.5102 - logcount_predictions_loss: 0.4185 448/2968 [===>..........................] - ETA: 5:49 - loss: 685.5532 - logits_profile_predictions_loss: 667.5143 - logcount_predictions_loss: 0.4185 449/2968 [===>..........................] - ETA: 5:49 - loss: 685.5574 - 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[===>..........................] - ETA: 5:48 - loss: 685.5815 - logits_profile_predictions_loss: 667.5427 - logcount_predictions_loss: 0.4185 457/2968 [===>..........................] - ETA: 5:48 - loss: 685.5843 - logits_profile_predictions_loss: 667.5455 - logcount_predictions_loss: 0.4185 458/2968 [===>..........................] - ETA: 5:48 - loss: 685.5874 - logits_profile_predictions_loss: 667.5487 - logcount_predictions_loss: 0.4185 459/2968 [===>..........................] - ETA: 5:48 - loss: 685.5906 - logits_profile_predictions_loss: 667.5519 - logcount_predictions_loss: 0.4185 460/2968 [===>..........................] - ETA: 5:48 - loss: 685.5936 - logits_profile_predictions_loss: 667.5550 - logcount_predictions_loss: 0.4185 461/2968 [===>..........................] - ETA: 5:47 - loss: 685.5969 - logits_profile_predictions_loss: 667.5583 - logcount_predictions_loss: 0.4185 462/2968 [===>..........................] - ETA: 5:47 - loss: 685.6002 - 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logits_profile_predictions_loss: 667.6486 - logcount_predictions_loss: 0.4185 489/2968 [===>..........................] - ETA: 5:43 - loss: 685.6906 - logits_profile_predictions_loss: 667.6523 - logcount_predictions_loss: 0.4185 490/2968 [===>..........................] - ETA: 5:43 - loss: 685.6948 - logits_profile_predictions_loss: 667.6564 - logcount_predictions_loss: 0.4185 491/2968 [===>..........................] - ETA: 5:43 - loss: 685.6991 - logits_profile_predictions_loss: 667.6607 - logcount_predictions_loss: 0.4185 492/2968 [===>..........................] - ETA: 5:43 - loss: 685.7032 - logits_profile_predictions_loss: 667.6647 - logcount_predictions_loss: 0.4185 493/2968 [===>..........................] - ETA: 5:43 - loss: 685.7074 - logits_profile_predictions_loss: 667.6688 - logcount_predictions_loss: 0.4185 494/2968 [===>..........................] - ETA: 5:43 - loss: 685.7118 - logits_profile_predictions_loss: 667.6732 - logcount_predictions_loss: 0.4185 495/2968 [====>.........................] - ETA: 5:43 - loss: 685.7164 - logits_profile_predictions_loss: 667.6776 - logcount_predictions_loss: 0.4185 496/2968 [====>.........................] - ETA: 5:43 - loss: 685.7206 - logits_profile_predictions_loss: 667.6818 - logcount_predictions_loss: 0.4185 497/2968 [====>.........................] - ETA: 5:42 - loss: 685.7247 - logits_profile_predictions_loss: 667.6858 - logcount_predictions_loss: 0.4185 498/2968 [====>.........................] - ETA: 5:42 - loss: 685.7289 - logits_profile_predictions_loss: 667.6898 - logcount_predictions_loss: 0.4185 499/2968 [====>.........................] - ETA: 5:42 - loss: 685.7331 - logits_profile_predictions_loss: 667.6939 - logcount_predictions_loss: 0.4185 500/2968 [====>.........................] - ETA: 5:42 - loss: 685.7372 - logits_profile_predictions_loss: 667.6979 - logcount_predictions_loss: 0.4185 501/2968 [====>.........................] - ETA: 5:42 - loss: 685.7412 - logits_profile_predictions_loss: 667.7019 - logcount_predictions_loss: 0.4185 502/2968 [====>.........................] - ETA: 5:42 - loss: 685.7451 - logits_profile_predictions_loss: 667.7057 - logcount_predictions_loss: 0.4185 503/2968 [====>.........................] - ETA: 5:42 - loss: 685.7489 - logits_profile_predictions_loss: 667.7094 - logcount_predictions_loss: 0.4186 504/2968 [====>.........................] - ETA: 5:41 - loss: 685.7527 - logits_profile_predictions_loss: 667.7131 - logcount_predictions_loss: 0.4186 505/2968 [====>.........................] - ETA: 5:41 - loss: 685.7565 - logits_profile_predictions_loss: 667.7167 - logcount_predictions_loss: 0.4186 506/2968 [====>.........................] - ETA: 5:41 - loss: 685.7603 - logits_profile_predictions_loss: 667.7204 - logcount_predictions_loss: 0.4186 507/2968 [====>.........................] - ETA: 5:41 - loss: 685.7642 - logits_profile_predictions_loss: 667.7241 - logcount_predictions_loss: 0.4186 508/2968 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[====>.........................] - ETA: 5:30 - loss: 685.9963 - logits_profile_predictions_loss: 667.9503 - logcount_predictions_loss: 0.4187 587/2968 [====>.........................] - ETA: 5:30 - loss: 685.9979 - logits_profile_predictions_loss: 667.9518 - logcount_predictions_loss: 0.4187 588/2968 [====>.........................] - ETA: 5:30 - loss: 685.9995 - logits_profile_predictions_loss: 667.9534 - logcount_predictions_loss: 0.4187 589/2968 [====>.........................] - ETA: 5:30 - loss: 686.0012 - logits_profile_predictions_loss: 667.9551 - logcount_predictions_loss: 0.4187 590/2968 [====>.........................] - ETA: 5:29 - loss: 686.0029 - logits_profile_predictions_loss: 667.9567 - logcount_predictions_loss: 0.4187 591/2968 [====>.........................] - ETA: 5:29 - loss: 686.0045 - logits_profile_predictions_loss: 667.9583 - logcount_predictions_loss: 0.4187 592/2968 [====>.........................] - ETA: 5:29 - loss: 686.0062 - 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[=====>........................] - ETA: 5:23 - loss: 686.0786 - logits_profile_predictions_loss: 668.0317 - logcount_predictions_loss: 0.4187 639/2968 [=====>........................] - ETA: 5:23 - loss: 686.0801 - logits_profile_predictions_loss: 668.0332 - logcount_predictions_loss: 0.4187 640/2968 [=====>........................] - ETA: 5:23 - loss: 686.0815 - logits_profile_predictions_loss: 668.0345 - logcount_predictions_loss: 0.4187 641/2968 [=====>........................] - ETA: 5:22 - loss: 686.0829 - logits_profile_predictions_loss: 668.0358 - logcount_predictions_loss: 0.4187 642/2968 [=====>........................] - ETA: 5:22 - loss: 686.0842 - logits_profile_predictions_loss: 668.0372 - logcount_predictions_loss: 0.4187 643/2968 [=====>........................] - ETA: 5:22 - loss: 686.0856 - logits_profile_predictions_loss: 668.0385 - logcount_predictions_loss: 0.4187 644/2968 [=====>........................] - ETA: 5:22 - loss: 686.0870 - 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[============================>.] - ETA: 0s - loss: 685.4371 - logits_profile_predictions_loss: 667.6515 - logcount_predictions_loss: 0.4127 2967/2968 [============================>.] - ETA: 0s - loss: 685.4367 - logits_profile_predictions_loss: 667.6511 - logcount_predictions_loss: 0.4127 2968/2968 [==============================] - ETA: 0s - loss: 685.4363 - logits_profile_predictions_loss: 667.6508 - logcount_predictions_loss: 0.4127 2968/2968 [==============================] - 430s 145ms/step - loss: 685.4359 - logits_profile_predictions_loss: 667.6505 - logcount_predictions_loss: 0.4127 - val_loss: 686.4731 - val_logits_profile_predictions_loss: 669.0344 - val_logcount_predictions_loss: 0.4046 Epoch 00003: val_loss improved from 689.99847 to 686.47314, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 4/50 1/2968 [..............................] - ETA: 7:38 - loss: 691.8538 - 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[===>..........................] - ETA: 5:48 - loss: 678.2254 - logits_profile_predictions_loss: 661.9944 - logcount_predictions_loss: 0.3766 459/2968 [===>..........................] - ETA: 5:48 - loss: 678.2304 - logits_profile_predictions_loss: 661.9990 - logcount_predictions_loss: 0.3766 460/2968 [===>..........................] - ETA: 5:47 - loss: 678.2356 - logits_profile_predictions_loss: 662.0036 - logcount_predictions_loss: 0.3766 461/2968 [===>..........................] - ETA: 5:47 - loss: 678.2407 - logits_profile_predictions_loss: 662.0082 - logcount_predictions_loss: 0.3766 462/2968 [===>..........................] - ETA: 5:47 - loss: 678.2457 - logits_profile_predictions_loss: 662.0127 - logcount_predictions_loss: 0.3766 463/2968 [===>..........................] - ETA: 5:47 - loss: 678.2507 - logits_profile_predictions_loss: 662.0173 - logcount_predictions_loss: 0.3766 464/2968 [===>..........................] - ETA: 5:47 - loss: 678.2557 - 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[===>..........................] - ETA: 5:44 - loss: 678.3448 - logits_profile_predictions_loss: 662.1011 - logcount_predictions_loss: 0.3769 485/2968 [===>..........................] - ETA: 5:44 - loss: 678.3491 - logits_profile_predictions_loss: 662.1050 - logcount_predictions_loss: 0.3769 486/2968 [===>..........................] - ETA: 5:44 - loss: 678.3533 - logits_profile_predictions_loss: 662.1088 - logcount_predictions_loss: 0.3769 487/2968 [===>..........................] - ETA: 5:44 - loss: 678.3575 - logits_profile_predictions_loss: 662.1125 - logcount_predictions_loss: 0.3769 488/2968 [===>..........................] - ETA: 5:44 - loss: 678.3617 - logits_profile_predictions_loss: 662.1162 - logcount_predictions_loss: 0.3769 489/2968 [===>..........................] - ETA: 5:44 - loss: 678.3661 - logits_profile_predictions_loss: 662.1200 - logcount_predictions_loss: 0.3769 490/2968 [===>..........................] - ETA: 5:43 - loss: 678.3702 - 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[====>.........................] - ETA: 5:39 - loss: 678.5150 - logits_profile_predictions_loss: 662.2546 - logcount_predictions_loss: 0.3773 524/2968 [====>.........................] - ETA: 5:39 - loss: 678.5197 - logits_profile_predictions_loss: 662.2588 - logcount_predictions_loss: 0.3773 525/2968 [====>.........................] - ETA: 5:39 - loss: 678.5244 - logits_profile_predictions_loss: 662.2631 - logcount_predictions_loss: 0.3773 526/2968 [====>.........................] - ETA: 5:38 - loss: 678.5290 - logits_profile_predictions_loss: 662.2672 - logcount_predictions_loss: 0.3773 527/2968 [====>.........................] - ETA: 5:38 - loss: 678.5334 - logits_profile_predictions_loss: 662.2712 - logcount_predictions_loss: 0.3773 528/2968 [====>.........................] - ETA: 5:38 - loss: 678.5379 - logits_profile_predictions_loss: 662.2752 - logcount_predictions_loss: 0.3773 529/2968 [====>.........................] - ETA: 5:38 - loss: 678.5423 - 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[====>.........................] - ETA: 5:37 - loss: 678.5732 - logits_profile_predictions_loss: 662.3068 - logcount_predictions_loss: 0.3774 537/2968 [====>.........................] - ETA: 5:37 - loss: 678.5776 - logits_profile_predictions_loss: 662.3108 - logcount_predictions_loss: 0.3774 538/2968 [====>.........................] - ETA: 5:37 - loss: 678.5820 - logits_profile_predictions_loss: 662.3147 - logcount_predictions_loss: 0.3774 539/2968 [====>.........................] - ETA: 5:37 - loss: 678.5863 - logits_profile_predictions_loss: 662.3186 - logcount_predictions_loss: 0.3774 540/2968 [====>.........................] - ETA: 5:36 - loss: 678.5902 - logits_profile_predictions_loss: 662.3221 - logcount_predictions_loss: 0.3774 541/2968 [====>.........................] - ETA: 5:36 - loss: 678.5941 - logits_profile_predictions_loss: 662.3256 - logcount_predictions_loss: 0.3775 542/2968 [====>.........................] - ETA: 5:36 - loss: 678.5981 - logits_profile_predictions_loss: 662.3292 - logcount_predictions_loss: 0.3775 543/2968 [====>.........................] - ETA: 5:36 - loss: 678.6019 - logits_profile_predictions_loss: 662.3326 - logcount_predictions_loss: 0.3775 544/2968 [====>.........................] - ETA: 5:36 - loss: 678.6059 - logits_profile_predictions_loss: 662.3361 - logcount_predictions_loss: 0.3775 545/2968 [====>.........................] - ETA: 5:36 - loss: 678.6096 - logits_profile_predictions_loss: 662.3395 - logcount_predictions_loss: 0.3775 546/2968 [====>.........................] - ETA: 5:36 - loss: 678.6131 - logits_profile_predictions_loss: 662.3426 - logcount_predictions_loss: 0.3775 547/2968 [====>.........................] - ETA: 5:35 - loss: 678.6167 - logits_profile_predictions_loss: 662.3459 - logcount_predictions_loss: 0.3775 548/2968 [====>.........................] - ETA: 5:35 - loss: 678.6202 - logits_profile_predictions_loss: 662.3490 - logcount_predictions_loss: 0.3775 549/2968 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[==============================] - ETA: 0s - loss: 678.5654 - logits_profile_predictions_loss: 662.1739 - logcount_predictions_loss: 0.3803 2968/2968 [==============================] - 430s 145ms/step - loss: 678.5649 - logits_profile_predictions_loss: 662.1735 - logcount_predictions_loss: 0.3803 - val_loss: 684.1580 - val_logits_profile_predictions_loss: 666.7545 - val_logcount_predictions_loss: 0.4038 Epoch 00004: val_loss improved from 686.47314 to 684.15802, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 5/50 1/2968 [..............................] - ETA: 7:42 - loss: 749.2521 - logits_profile_predictions_loss: 733.3002 - logcount_predictions_loss: 0.3701 2/2968 [..............................] - ETA: 7:12 - loss: 741.7674 - logits_profile_predictions_loss: 725.3461 - logcount_predictions_loss: 0.3810 3/2968 [..............................] - ETA: 7:02 - loss: 730.5328 - logits_profile_predictions_loss: 714.3880 - logcount_predictions_loss: 0.3746 4/2968 [..............................] - ETA: 6:58 - loss: 722.7192 - logits_profile_predictions_loss: 706.6319 - logcount_predictions_loss: 0.3733 5/2968 [..............................] - ETA: 6:57 - loss: 718.6600 - logits_profile_predictions_loss: 702.5275 - logcount_predictions_loss: 0.3743 6/2968 [..............................] - ETA: 6:55 - loss: 714.4338 - logits_profile_predictions_loss: 698.4367 - logcount_predictions_loss: 0.3712 7/2968 [..............................] - ETA: 6:54 - loss: 710.5274 - logits_profile_predictions_loss: 694.7156 - logcount_predictions_loss: 0.3669 8/2968 [..............................] - ETA: 6:53 - loss: 706.5713 - logits_profile_predictions_loss: 690.9073 - logcount_predictions_loss: 0.3634 9/2968 [..............................] - ETA: 6:53 - loss: 704.5772 - logits_profile_predictions_loss: 688.9848 - logcount_predictions_loss: 0.3618 10/2968 [..............................] - ETA: 6:52 - loss: 703.0423 - logits_profile_predictions_loss: 687.5229 - logcount_predictions_loss: 0.3601 11/2968 [..............................] - ETA: 6:52 - loss: 702.2537 - logits_profile_predictions_loss: 686.8011 - logcount_predictions_loss: 0.3585 12/2968 [..............................] - ETA: 6:52 - loss: 701.4478 - logits_profile_predictions_loss: 686.0667 - logcount_predictions_loss: 0.3569 13/2968 [..............................] - ETA: 6:51 - loss: 700.9741 - logits_profile_predictions_loss: 685.6578 - logcount_predictions_loss: 0.3554 14/2968 [..............................] - ETA: 6:51 - loss: 700.4264 - logits_profile_predictions_loss: 685.1586 - logcount_predictions_loss: 0.3542 15/2968 [..............................] - ETA: 6:51 - loss: 699.7726 - logits_profile_predictions_loss: 684.5655 - logcount_predictions_loss: 0.3528 16/2968 [..............................] - ETA: 6:50 - loss: 698.9470 - logits_profile_predictions_loss: 683.7766 - logcount_predictions_loss: 0.3520 17/2968 [..............................] - ETA: 6:50 - loss: 698.1681 - logits_profile_predictions_loss: 683.0120 - logcount_predictions_loss: 0.3517 18/2968 [..............................] - ETA: 6:50 - loss: 697.5458 - logits_profile_predictions_loss: 682.4042 - logcount_predictions_loss: 0.3513 19/2968 [..............................] - ETA: 6:50 - loss: 697.0354 - logits_profile_predictions_loss: 681.8944 - logcount_predictions_loss: 0.3513 20/2968 [..............................] - ETA: 6:49 - loss: 696.5406 - logits_profile_predictions_loss: 681.4025 - logcount_predictions_loss: 0.3512 21/2968 [..............................] - ETA: 6:49 - loss: 695.9812 - logits_profile_predictions_loss: 680.8510 - logcount_predictions_loss: 0.3511 22/2968 [..............................] - ETA: 6:49 - loss: 695.4241 - logits_profile_predictions_loss: 680.2995 - logcount_predictions_loss: 0.3509 23/2968 [..............................] - ETA: 6:49 - 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[..............................] - ETA: 6:46 - loss: 686.8433 - logits_profile_predictions_loss: 671.7689 - logcount_predictions_loss: 0.3498 44/2968 [..............................] - ETA: 6:45 - loss: 686.5145 - logits_profile_predictions_loss: 671.4336 - logcount_predictions_loss: 0.3499 45/2968 [..............................] - ETA: 6:45 - loss: 686.1981 - logits_profile_predictions_loss: 671.1124 - logcount_predictions_loss: 0.3500 46/2968 [..............................] - ETA: 6:45 - loss: 685.8833 - logits_profile_predictions_loss: 670.7930 - logcount_predictions_loss: 0.3501 47/2968 [..............................] - ETA: 6:45 - loss: 685.5979 - logits_profile_predictions_loss: 670.5029 - logcount_predictions_loss: 0.3502 48/2968 [..............................] - ETA: 6:45 - loss: 685.3674 - logits_profile_predictions_loss: 670.2666 - logcount_predictions_loss: 0.3504 49/2968 [..............................] - ETA: 6:45 - loss: 685.1324 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:41 - loss: 681.3625 - logits_profile_predictions_loss: 666.0827 - logcount_predictions_loss: 0.3545 77/2968 [..............................] - ETA: 6:41 - loss: 681.2670 - logits_profile_predictions_loss: 665.9850 - logcount_predictions_loss: 0.3546 78/2968 [..............................] - ETA: 6:41 - loss: 681.1825 - logits_profile_predictions_loss: 665.8981 - logcount_predictions_loss: 0.3546 79/2968 [..............................] - ETA: 6:41 - loss: 681.1105 - logits_profile_predictions_loss: 665.8237 - logcount_predictions_loss: 0.3547 80/2968 [..............................] - ETA: 6:40 - loss: 681.0380 - logits_profile_predictions_loss: 665.7492 - logcount_predictions_loss: 0.3547 81/2968 [..............................] - ETA: 6:40 - loss: 680.9693 - logits_profile_predictions_loss: 665.6791 - logcount_predictions_loss: 0.3548 82/2968 [..............................] - ETA: 6:40 - loss: 680.9160 - logits_profile_predictions_loss: 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[============================>.] - ETA: 6s - loss: 672.1472 - logits_profile_predictions_loss: 656.9265 - logcount_predictions_loss: 0.3531 2925/2968 [============================>.] - ETA: 5s - loss: 672.1470 - logits_profile_predictions_loss: 656.9263 - logcount_predictions_loss: 0.3531 2926/2968 [============================>.] - ETA: 5s - loss: 672.1468 - logits_profile_predictions_loss: 656.9261 - logcount_predictions_loss: 0.3531 2927/2968 [============================>.] - ETA: 5s - loss: 672.1466 - logits_profile_predictions_loss: 656.9259 - logcount_predictions_loss: 0.3531 2928/2968 [============================>.] - ETA: 5s - loss: 672.1464 - logits_profile_predictions_loss: 656.9258 - logcount_predictions_loss: 0.3531 2929/2968 [============================>.] - ETA: 5s - loss: 672.1462 - logits_profile_predictions_loss: 656.9256 - logcount_predictions_loss: 0.3531 2930/2968 [============================>.] - ETA: 5s - loss: 672.1460 - logits_profile_predictions_loss: 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2944/2968 [============================>.] - ETA: 3s - loss: 672.1429 - logits_profile_predictions_loss: 656.9227 - logcount_predictions_loss: 0.3531 2945/2968 [============================>.] - ETA: 3s - loss: 672.1426 - logits_profile_predictions_loss: 656.9225 - logcount_predictions_loss: 0.3531 2946/2968 [============================>.] - ETA: 3s - loss: 672.1424 - logits_profile_predictions_loss: 656.9223 - logcount_predictions_loss: 0.3531 2947/2968 [============================>.] - ETA: 2s - loss: 672.1422 - logits_profile_predictions_loss: 656.9221 - logcount_predictions_loss: 0.3531 2948/2968 [============================>.] - ETA: 2s - loss: 672.1419 - logits_profile_predictions_loss: 656.9219 - logcount_predictions_loss: 0.3531 2949/2968 [============================>.] - ETA: 2s - loss: 672.1417 - logits_profile_predictions_loss: 656.9217 - logcount_predictions_loss: 0.3531 2950/2968 [============================>.] - ETA: 2s - loss: 672.1415 - 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[============================>.] - ETA: 1s - loss: 672.1398 - logits_profile_predictions_loss: 656.9201 - logcount_predictions_loss: 0.3531 2958/2968 [============================>.] - ETA: 1s - loss: 672.1396 - logits_profile_predictions_loss: 656.9199 - logcount_predictions_loss: 0.3531 2959/2968 [============================>.] - ETA: 1s - loss: 672.1393 - logits_profile_predictions_loss: 656.9197 - logcount_predictions_loss: 0.3531 2960/2968 [============================>.] - ETA: 1s - loss: 672.1391 - logits_profile_predictions_loss: 656.9195 - logcount_predictions_loss: 0.3531 2961/2968 [============================>.] - ETA: 0s - loss: 672.1389 - logits_profile_predictions_loss: 656.9193 - logcount_predictions_loss: 0.3531 2962/2968 [============================>.] - ETA: 0s - loss: 672.1387 - logits_profile_predictions_loss: 656.9191 - logcount_predictions_loss: 0.3531 2963/2968 [============================>.] - ETA: 0s - loss: 672.1384 - logits_profile_predictions_loss: 656.9189 - logcount_predictions_loss: 0.3531 2964/2968 [============================>.] - ETA: 0s - loss: 672.1382 - logits_profile_predictions_loss: 656.9187 - logcount_predictions_loss: 0.3531 2965/2968 [============================>.] - ETA: 0s - loss: 672.1380 - logits_profile_predictions_loss: 656.9186 - logcount_predictions_loss: 0.3531 2966/2968 [============================>.] - ETA: 0s - loss: 672.1378 - logits_profile_predictions_loss: 656.9184 - logcount_predictions_loss: 0.3531 2967/2968 [============================>.] - ETA: 0s - loss: 672.1376 - logits_profile_predictions_loss: 656.9182 - logcount_predictions_loss: 0.3531 2968/2968 [==============================] - ETA: 0s - loss: 672.1374 - logits_profile_predictions_loss: 656.9180 - logcount_predictions_loss: 0.3531 2968/2968 [==============================] - 430s 145ms/step - loss: 672.1372 - logits_profile_predictions_loss: 656.9179 - logcount_predictions_loss: 0.3531 - val_loss: 682.5121 - val_logits_profile_predictions_loss: 666.2505 - val_logcount_predictions_loss: 0.3773 Epoch 00005: val_loss improved from 684.15802 to 682.51215, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 6/50 1/2968 [..............................] - ETA: 7:39 - loss: 721.4682 - logits_profile_predictions_loss: 706.9260 - logcount_predictions_loss: 0.3374 2/2968 [..............................] - ETA: 6:54 - loss: 700.5602 - logits_profile_predictions_loss: 685.6437 - logcount_predictions_loss: 0.3461 3/2968 [..............................] - ETA: 6:53 - loss: 686.3770 - logits_profile_predictions_loss: 671.3683 - logcount_predictions_loss: 0.3482 4/2968 [..............................] - ETA: 6:53 - loss: 680.1418 - logits_profile_predictions_loss: 665.4959 - logcount_predictions_loss: 0.3398 5/2968 [..............................] - ETA: 6:52 - loss: 675.9758 - logits_profile_predictions_loss: 661.5001 - logcount_predictions_loss: 0.3359 6/2968 [..............................] - ETA: 6:52 - loss: 674.2632 - logits_profile_predictions_loss: 659.7305 - logcount_predictions_loss: 0.3372 7/2968 [..............................] - ETA: 6:52 - loss: 673.1803 - logits_profile_predictions_loss: 658.5974 - logcount_predictions_loss: 0.3383 8/2968 [..............................] - ETA: 6:52 - loss: 671.9315 - logits_profile_predictions_loss: 657.3669 - logcount_predictions_loss: 0.3379 9/2968 [..............................] - ETA: 6:51 - loss: 669.9825 - logits_profile_predictions_loss: 655.4583 - logcount_predictions_loss: 0.3370 10/2968 [..............................] - ETA: 6:51 - loss: 668.3894 - logits_profile_predictions_loss: 653.9143 - logcount_predictions_loss: 0.3358 11/2968 [..............................] - ETA: 6:51 - loss: 667.0945 - logits_profile_predictions_loss: 652.6781 - logcount_predictions_loss: 0.3345 12/2968 [..............................] - ETA: 6:51 - loss: 665.9590 - logits_profile_predictions_loss: 651.6243 - logcount_predictions_loss: 0.3326 13/2968 [..............................] - ETA: 6:51 - loss: 665.3453 - logits_profile_predictions_loss: 651.0482 - logcount_predictions_loss: 0.3317 14/2968 [..............................] - ETA: 6:50 - loss: 664.7225 - logits_profile_predictions_loss: 650.4488 - logcount_predictions_loss: 0.3312 15/2968 [..............................] - ETA: 6:50 - loss: 664.2831 - logits_profile_predictions_loss: 650.0244 - logcount_predictions_loss: 0.3308 16/2968 [..............................] - ETA: 6:50 - loss: 663.7820 - logits_profile_predictions_loss: 649.5434 - logcount_predictions_loss: 0.3304 17/2968 [..............................] - ETA: 6:50 - loss: 663.4453 - logits_profile_predictions_loss: 649.2014 - logcount_predictions_loss: 0.3305 18/2968 [..............................] - ETA: 6:50 - loss: 662.9444 - logits_profile_predictions_loss: 648.6985 - logcount_predictions_loss: 0.3305 19/2968 [..............................] - ETA: 6:49 - loss: 662.4296 - logits_profile_predictions_loss: 648.1719 - logcount_predictions_loss: 0.3308 20/2968 [..............................] - ETA: 6:49 - loss: 661.9796 - logits_profile_predictions_loss: 647.7000 - logcount_predictions_loss: 0.3313 21/2968 [..............................] - ETA: 6:49 - loss: 661.5118 - logits_profile_predictions_loss: 647.2026 - logcount_predictions_loss: 0.3320 22/2968 [..............................] - ETA: 6:49 - loss: 661.1601 - logits_profile_predictions_loss: 646.8190 - logcount_predictions_loss: 0.3327 23/2968 [..............................] - ETA: 6:49 - loss: 660.8640 - logits_profile_predictions_loss: 646.4967 - logcount_predictions_loss: 0.3333 24/2968 [..............................] - ETA: 6:49 - loss: 660.4356 - logits_profile_predictions_loss: 646.0436 - logcount_predictions_loss: 0.3339 25/2968 [..............................] - ETA: 6:48 - loss: 659.9832 - logits_profile_predictions_loss: 645.5680 - logcount_predictions_loss: 0.3345 26/2968 [..............................] - ETA: 6:48 - loss: 659.5204 - logits_profile_predictions_loss: 645.0863 - logcount_predictions_loss: 0.3349 27/2968 [..............................] - ETA: 6:48 - loss: 659.1021 - logits_profile_predictions_loss: 644.6464 - logcount_predictions_loss: 0.3354 28/2968 [..............................] - ETA: 6:48 - loss: 658.6886 - logits_profile_predictions_loss: 644.2145 - logcount_predictions_loss: 0.3358 29/2968 [..............................] - ETA: 6:48 - loss: 658.4539 - logits_profile_predictions_loss: 643.9573 - logcount_predictions_loss: 0.3363 30/2968 [..............................] - ETA: 6:48 - loss: 658.2307 - logits_profile_predictions_loss: 643.7141 - logcount_predictions_loss: 0.3368 31/2968 [..............................] - ETA: 6:48 - loss: 658.0257 - logits_profile_predictions_loss: 643.4855 - logcount_predictions_loss: 0.3374 32/2968 [..............................] - ETA: 6:47 - 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39/2968 [..............................] - ETA: 6:46 - loss: 656.7784 - logits_profile_predictions_loss: 642.1170 - logcount_predictions_loss: 0.3402 40/2968 [..............................] - ETA: 6:46 - loss: 656.7138 - logits_profile_predictions_loss: 642.0430 - logcount_predictions_loss: 0.3404 41/2968 [..............................] - ETA: 6:46 - loss: 656.6192 - logits_profile_predictions_loss: 641.9429 - logcount_predictions_loss: 0.3405 42/2968 [..............................] - ETA: 6:46 - loss: 656.5214 - logits_profile_predictions_loss: 641.8406 - logcount_predictions_loss: 0.3406 43/2968 [..............................] - ETA: 6:46 - loss: 656.4659 - logits_profile_predictions_loss: 641.7803 - logcount_predictions_loss: 0.3407 44/2968 [..............................] - ETA: 6:46 - loss: 656.4372 - logits_profile_predictions_loss: 641.7459 - logcount_predictions_loss: 0.3409 45/2968 [..............................] - ETA: 6:45 - loss: 656.3989 - logits_profile_predictions_loss: 641.7045 - logcount_predictions_loss: 0.3409 46/2968 [..............................] - ETA: 6:45 - loss: 656.3523 - logits_profile_predictions_loss: 641.6555 - logcount_predictions_loss: 0.3410 47/2968 [..............................] - ETA: 6:45 - loss: 656.2986 - logits_profile_predictions_loss: 641.6011 - logcount_predictions_loss: 0.3410 48/2968 [..............................] - ETA: 6:45 - loss: 656.2868 - logits_profile_predictions_loss: 641.5880 - logcount_predictions_loss: 0.3410 49/2968 [..............................] - ETA: 6:45 - loss: 656.2976 - logits_profile_predictions_loss: 641.5987 - logcount_predictions_loss: 0.3410 50/2968 [..............................] - ETA: 6:45 - loss: 656.3043 - logits_profile_predictions_loss: 641.6058 - logcount_predictions_loss: 0.3410 51/2968 [..............................] - ETA: 6:45 - loss: 656.3171 - logits_profile_predictions_loss: 641.6194 - logcount_predictions_loss: 0.3410 52/2968 [..............................] - ETA: 6:44 - loss: 656.3456 - logits_profile_predictions_loss: 641.6484 - logcount_predictions_loss: 0.3410 53/2968 [..............................] - ETA: 6:44 - loss: 656.3900 - logits_profile_predictions_loss: 641.6921 - logcount_predictions_loss: 0.3410 54/2968 [..............................] - ETA: 6:44 - loss: 656.4465 - logits_profile_predictions_loss: 641.7476 - logcount_predictions_loss: 0.3410 55/2968 [..............................] - ETA: 6:44 - loss: 656.5011 - logits_profile_predictions_loss: 641.8023 - logcount_predictions_loss: 0.3410 56/2968 [..............................] - ETA: 6:44 - loss: 656.5485 - logits_profile_predictions_loss: 641.8481 - logcount_predictions_loss: 0.3411 57/2968 [..............................] - ETA: 6:44 - loss: 656.5954 - logits_profile_predictions_loss: 641.8925 - logcount_predictions_loss: 0.3411 58/2968 [..............................] - ETA: 6:44 - loss: 656.6360 - logits_profile_predictions_loss: 641.9315 - logcount_predictions_loss: 0.3412 59/2968 [..............................] - ETA: 6:43 - loss: 656.6604 - logits_profile_predictions_loss: 641.9548 - logcount_predictions_loss: 0.3412 60/2968 [..............................] - ETA: 6:43 - loss: 656.6706 - logits_profile_predictions_loss: 641.9643 - logcount_predictions_loss: 0.3412 61/2968 [..............................] - ETA: 6:43 - loss: 656.6728 - logits_profile_predictions_loss: 641.9652 - logcount_predictions_loss: 0.3412 62/2968 [..............................] - ETA: 6:43 - loss: 656.6731 - logits_profile_predictions_loss: 641.9642 - logcount_predictions_loss: 0.3413 63/2968 [..............................] - ETA: 6:43 - loss: 656.6759 - logits_profile_predictions_loss: 641.9670 - logcount_predictions_loss: 0.3413 64/2968 [..............................] - ETA: 6:43 - loss: 656.6838 - logits_profile_predictions_loss: 641.9764 - logcount_predictions_loss: 0.3412 65/2968 [..............................] - ETA: 6:43 - 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72/2968 [..............................] - ETA: 6:42 - loss: 656.9699 - logits_profile_predictions_loss: 642.2791 - logcount_predictions_loss: 0.3409 73/2968 [..............................] - ETA: 6:41 - loss: 657.0069 - logits_profile_predictions_loss: 642.3171 - logcount_predictions_loss: 0.3408 74/2968 [..............................] - ETA: 6:41 - loss: 657.0480 - logits_profile_predictions_loss: 642.3587 - logcount_predictions_loss: 0.3408 75/2968 [..............................] - ETA: 6:41 - loss: 657.0911 - logits_profile_predictions_loss: 642.4010 - logcount_predictions_loss: 0.3408 76/2968 [..............................] - ETA: 6:41 - loss: 657.1394 - logits_profile_predictions_loss: 642.4478 - logcount_predictions_loss: 0.3409 77/2968 [..............................] - ETA: 6:41 - loss: 657.1950 - logits_profile_predictions_loss: 642.5006 - logcount_predictions_loss: 0.3409 78/2968 [..............................] - ETA: 6:41 - loss: 657.2518 - 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[..............................] - ETA: 6:40 - loss: 657.5890 - logits_profile_predictions_loss: 642.8681 - logcount_predictions_loss: 0.3416 86/2968 [..............................] - ETA: 6:40 - loss: 657.6300 - logits_profile_predictions_loss: 642.9067 - logcount_predictions_loss: 0.3416 87/2968 [..............................] - ETA: 6:39 - loss: 657.6778 - logits_profile_predictions_loss: 642.9523 - logcount_predictions_loss: 0.3417 88/2968 [..............................] - ETA: 6:39 - loss: 657.7276 - logits_profile_predictions_loss: 643.0005 - logcount_predictions_loss: 0.3417 89/2968 [..............................] - ETA: 6:39 - loss: 657.7683 - logits_profile_predictions_loss: 643.0400 - logcount_predictions_loss: 0.3417 90/2968 [..............................] - ETA: 6:39 - loss: 657.8149 - logits_profile_predictions_loss: 643.0849 - logcount_predictions_loss: 0.3418 91/2968 [..............................] - ETA: 6:39 - loss: 657.8646 - logits_profile_predictions_loss: 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651.9426 - logcount_predictions_loss: 0.3336 2940/2968 [============================>.] - ETA: 3s - loss: 666.3218 - logits_profile_predictions_loss: 651.9429 - logcount_predictions_loss: 0.3336 2941/2968 [============================>.] - ETA: 3s - loss: 666.3220 - logits_profile_predictions_loss: 651.9431 - logcount_predictions_loss: 0.3336 2942/2968 [============================>.] - ETA: 3s - loss: 666.3222 - logits_profile_predictions_loss: 651.9434 - logcount_predictions_loss: 0.3336 2943/2968 [============================>.] - ETA: 3s - loss: 666.3224 - logits_profile_predictions_loss: 651.9436 - logcount_predictions_loss: 0.3336 2944/2968 [============================>.] - ETA: 3s - loss: 666.3226 - logits_profile_predictions_loss: 651.9439 - logcount_predictions_loss: 0.3336 2945/2968 [============================>.] - ETA: 3s - loss: 666.3228 - logits_profile_predictions_loss: 651.9442 - logcount_predictions_loss: 0.3336 2946/2968 [============================>.] - ETA: 3s - loss: 666.3230 - logits_profile_predictions_loss: 651.9444 - logcount_predictions_loss: 0.3336 2947/2968 [============================>.] - ETA: 2s - loss: 666.3232 - logits_profile_predictions_loss: 651.9447 - logcount_predictions_loss: 0.3336 2948/2968 [============================>.] - ETA: 2s - loss: 666.3233 - logits_profile_predictions_loss: 651.9449 - logcount_predictions_loss: 0.3336 2949/2968 [============================>.] - ETA: 2s - loss: 666.3235 - logits_profile_predictions_loss: 651.9452 - logcount_predictions_loss: 0.3336 2950/2968 [============================>.] - ETA: 2s - loss: 666.3237 - logits_profile_predictions_loss: 651.9454 - logcount_predictions_loss: 0.3336 2951/2968 [============================>.] - ETA: 2s - loss: 666.3239 - logits_profile_predictions_loss: 651.9457 - logcount_predictions_loss: 0.3336 2952/2968 [============================>.] - ETA: 2s - loss: 666.3241 - logits_profile_predictions_loss: 651.9459 - logcount_predictions_loss: 0.3336 2953/2968 [============================>.] - ETA: 2s - loss: 666.3243 - logits_profile_predictions_loss: 651.9462 - logcount_predictions_loss: 0.3336 2954/2968 [============================>.] - ETA: 1s - loss: 666.3245 - logits_profile_predictions_loss: 651.9464 - logcount_predictions_loss: 0.3336 2955/2968 [============================>.] - ETA: 1s - loss: 666.3246 - logits_profile_predictions_loss: 651.9467 - logcount_predictions_loss: 0.3336 2956/2968 [============================>.] - ETA: 1s - loss: 666.3248 - logits_profile_predictions_loss: 651.9469 - logcount_predictions_loss: 0.3336 2957/2968 [============================>.] - ETA: 1s - loss: 666.3250 - logits_profile_predictions_loss: 651.9472 - logcount_predictions_loss: 0.3336 2958/2968 [============================>.] - ETA: 1s - loss: 666.3252 - logits_profile_predictions_loss: 651.9474 - logcount_predictions_loss: 0.3336 2959/2968 [============================>.] - ETA: 1s - loss: 666.3254 - logits_profile_predictions_loss: 651.9477 - logcount_predictions_loss: 0.3336 2960/2968 [============================>.] - ETA: 1s - loss: 666.3256 - logits_profile_predictions_loss: 651.9480 - logcount_predictions_loss: 0.3336 2961/2968 [============================>.] - ETA: 0s - loss: 666.3258 - logits_profile_predictions_loss: 651.9482 - logcount_predictions_loss: 0.3336 2962/2968 [============================>.] - ETA: 0s - loss: 666.3259 - logits_profile_predictions_loss: 651.9485 - logcount_predictions_loss: 0.3336 2963/2968 [============================>.] - ETA: 0s - loss: 666.3261 - logits_profile_predictions_loss: 651.9487 - logcount_predictions_loss: 0.3336 2964/2968 [============================>.] - ETA: 0s - loss: 666.3263 - logits_profile_predictions_loss: 651.9490 - logcount_predictions_loss: 0.3336 2965/2968 [============================>.] - ETA: 0s - loss: 666.3265 - logits_profile_predictions_loss: 651.9492 - logcount_predictions_loss: 0.3336 2966/2968 [============================>.] - ETA: 0s - loss: 666.3267 - logits_profile_predictions_loss: 651.9495 - logcount_predictions_loss: 0.3336 2967/2968 [============================>.] - ETA: 0s - loss: 666.3269 - logits_profile_predictions_loss: 651.9497 - logcount_predictions_loss: 0.3336 2968/2968 [==============================] - ETA: 0s - loss: 666.3271 - logits_profile_predictions_loss: 651.9500 - logcount_predictions_loss: 0.3336 2968/2968 [==============================] - 430s 145ms/step - loss: 666.3272 - logits_profile_predictions_loss: 651.9502 - logcount_predictions_loss: 0.3336 - val_loss: 686.1450 - val_logits_profile_predictions_loss: 667.8548 - val_logcount_predictions_loss: 0.4244 Epoch 00006: val_loss did not improve from 682.51215 Epoch 7/50 1/2968 [..............................] - ETA: 7:33 - loss: 692.3352 - logits_profile_predictions_loss: 677.9746 - logcount_predictions_loss: 0.3332 2/2968 [..............................] - ETA: 6:53 - loss: 697.8722 - logits_profile_predictions_loss: 683.6055 - logcount_predictions_loss: 0.3310 3/2968 [..............................] - ETA: 6:51 - loss: 689.4890 - logits_profile_predictions_loss: 675.1758 - logcount_predictions_loss: 0.3321 4/2968 [..............................] - ETA: 6:51 - loss: 684.4967 - logits_profile_predictions_loss: 670.1826 - logcount_predictions_loss: 0.3321 5/2968 [..............................] - ETA: 6:51 - loss: 681.4915 - logits_profile_predictions_loss: 667.1660 - logcount_predictions_loss: 0.3324 6/2968 [..............................] - ETA: 6:51 - loss: 677.9243 - logits_profile_predictions_loss: 663.5807 - logcount_predictions_loss: 0.3328 7/2968 [..............................] - ETA: 6:51 - loss: 676.2557 - logits_profile_predictions_loss: 661.8333 - logcount_predictions_loss: 0.3346 8/2968 [..............................] - ETA: 6:50 - loss: 675.2450 - logits_profile_predictions_loss: 660.7783 - logcount_predictions_loss: 0.3357 9/2968 [..............................] - ETA: 6:50 - loss: 675.0866 - logits_profile_predictions_loss: 660.5968 - logcount_predictions_loss: 0.3362 10/2968 [..............................] - ETA: 6:50 - loss: 674.6464 - logits_profile_predictions_loss: 660.1002 - logcount_predictions_loss: 0.3375 11/2968 [..............................] - ETA: 6:50 - loss: 674.4045 - logits_profile_predictions_loss: 659.8018 - logcount_predictions_loss: 0.3388 12/2968 [..............................] - ETA: 6:50 - loss: 673.9290 - logits_profile_predictions_loss: 659.2902 - logcount_predictions_loss: 0.3396 13/2968 [..............................] - ETA: 6:49 - loss: 673.2601 - logits_profile_predictions_loss: 658.5937 - logcount_predictions_loss: 0.3403 14/2968 [..............................] - ETA: 6:49 - loss: 673.0021 - logits_profile_predictions_loss: 658.2903 - logcount_predictions_loss: 0.3413 15/2968 [..............................] - ETA: 6:49 - loss: 673.0747 - logits_profile_predictions_loss: 658.3013 - logcount_predictions_loss: 0.3428 16/2968 [..............................] - ETA: 6:49 - loss: 673.4117 - logits_profile_predictions_loss: 658.5717 - logcount_predictions_loss: 0.3443 17/2968 [..............................] - ETA: 6:49 - loss: 673.6276 - logits_profile_predictions_loss: 658.7167 - logcount_predictions_loss: 0.3460 18/2968 [..............................] - ETA: 6:48 - loss: 673.8136 - logits_profile_predictions_loss: 658.8244 - logcount_predictions_loss: 0.3478 19/2968 [..............................] - ETA: 6:48 - loss: 674.0925 - logits_profile_predictions_loss: 659.0518 - logcount_predictions_loss: 0.3490 20/2968 [..............................] - ETA: 6:48 - loss: 674.2435 - logits_profile_predictions_loss: 659.1667 - logcount_predictions_loss: 0.3498 21/2968 [..............................] - ETA: 6:48 - loss: 674.3704 - logits_profile_predictions_loss: 659.2638 - logcount_predictions_loss: 0.3505 22/2968 [..............................] - ETA: 6:48 - loss: 674.3708 - logits_profile_predictions_loss: 659.2414 - logcount_predictions_loss: 0.3510 23/2968 [..............................] - ETA: 6:48 - loss: 674.2563 - logits_profile_predictions_loss: 659.1051 - logcount_predictions_loss: 0.3515 24/2968 [..............................] - ETA: 6:48 - loss: 674.2327 - logits_profile_predictions_loss: 659.0635 - logcount_predictions_loss: 0.3520 25/2968 [..............................] - ETA: 6:47 - loss: 674.2519 - logits_profile_predictions_loss: 659.0704 - logcount_predictions_loss: 0.3522 26/2968 [..............................] - ETA: 6:47 - loss: 674.2413 - logits_profile_predictions_loss: 659.0548 - logcount_predictions_loss: 0.3524 27/2968 [..............................] - ETA: 6:47 - loss: 674.1636 - logits_profile_predictions_loss: 658.9696 - logcount_predictions_loss: 0.3525 28/2968 [..............................] - ETA: 6:47 - loss: 674.0533 - logits_profile_predictions_loss: 658.8546 - logcount_predictions_loss: 0.3526 29/2968 [..............................] - ETA: 6:47 - loss: 673.9359 - logits_profile_predictions_loss: 658.7398 - logcount_predictions_loss: 0.3526 30/2968 [..............................] - ETA: 6:47 - loss: 673.9127 - logits_profile_predictions_loss: 658.7155 - logcount_predictions_loss: 0.3526 31/2968 [..............................] - ETA: 6:47 - loss: 673.9581 - logits_profile_predictions_loss: 658.7563 - logcount_predictions_loss: 0.3527 32/2968 [..............................] - ETA: 6:47 - loss: 674.0066 - logits_profile_predictions_loss: 658.8051 - logcount_predictions_loss: 0.3527 33/2968 [..............................] - ETA: 6:46 - loss: 674.0615 - logits_profile_predictions_loss: 658.8634 - logcount_predictions_loss: 0.3526 34/2968 [..............................] - ETA: 6:46 - loss: 674.1247 - logits_profile_predictions_loss: 658.9279 - logcount_predictions_loss: 0.3526 35/2968 [..............................] - ETA: 6:46 - loss: 674.1164 - logits_profile_predictions_loss: 658.9212 - logcount_predictions_loss: 0.3526 36/2968 [..............................] - ETA: 6:46 - loss: 674.0781 - logits_profile_predictions_loss: 658.8888 - logcount_predictions_loss: 0.3524 37/2968 [..............................] - ETA: 6:46 - loss: 674.0508 - logits_profile_predictions_loss: 658.8673 - logcount_predictions_loss: 0.3523 38/2968 [..............................] - ETA: 6:46 - loss: 673.9974 - logits_profile_predictions_loss: 658.8217 - logcount_predictions_loss: 0.3521 39/2968 [..............................] - ETA: 6:46 - loss: 673.9371 - logits_profile_predictions_loss: 658.7706 - logcount_predictions_loss: 0.3519 40/2968 [..............................] - ETA: 6:46 - loss: 673.8921 - logits_profile_predictions_loss: 658.7362 - logcount_predictions_loss: 0.3516 41/2968 [..............................] - ETA: 6:45 - loss: 673.8588 - logits_profile_predictions_loss: 658.7137 - logcount_predictions_loss: 0.3514 42/2968 [..............................] - ETA: 6:45 - loss: 673.8328 - logits_profile_predictions_loss: 658.6997 - logcount_predictions_loss: 0.3511 43/2968 [..............................] - ETA: 6:45 - loss: 673.8164 - logits_profile_predictions_loss: 658.6968 - logcount_predictions_loss: 0.3508 44/2968 [..............................] - ETA: 6:45 - loss: 673.7705 - logits_profile_predictions_loss: 658.6626 - logcount_predictions_loss: 0.3505 45/2968 [..............................] - ETA: 6:45 - loss: 673.7424 - logits_profile_predictions_loss: 658.6426 - logcount_predictions_loss: 0.3503 46/2968 [..............................] - ETA: 6:45 - loss: 673.7148 - logits_profile_predictions_loss: 658.6231 - logcount_predictions_loss: 0.3502 47/2968 [..............................] - ETA: 6:45 - loss: 673.6877 - logits_profile_predictions_loss: 658.6030 - logcount_predictions_loss: 0.3500 48/2968 [..............................] - ETA: 6:44 - loss: 673.6442 - logits_profile_predictions_loss: 658.5665 - logcount_predictions_loss: 0.3498 49/2968 [..............................] - ETA: 6:44 - loss: 673.6045 - logits_profile_predictions_loss: 658.5332 - logcount_predictions_loss: 0.3497 50/2968 [..............................] - ETA: 6:44 - loss: 673.5490 - logits_profile_predictions_loss: 658.4851 - logcount_predictions_loss: 0.3495 51/2968 [..............................] - ETA: 6:44 - loss: 673.5259 - logits_profile_predictions_loss: 658.4694 - logcount_predictions_loss: 0.3493 52/2968 [..............................] - ETA: 6:44 - loss: 673.5084 - logits_profile_predictions_loss: 658.4596 - logcount_predictions_loss: 0.3492 53/2968 [..............................] - ETA: 6:44 - loss: 673.5180 - logits_profile_predictions_loss: 658.4764 - logcount_predictions_loss: 0.3490 54/2968 [..............................] - ETA: 6:44 - loss: 673.5033 - logits_profile_predictions_loss: 658.4688 - logcount_predictions_loss: 0.3488 55/2968 [..............................] - ETA: 6:43 - loss: 673.5033 - logits_profile_predictions_loss: 658.4766 - logcount_predictions_loss: 0.3486 56/2968 [..............................] - ETA: 6:43 - loss: 673.4933 - logits_profile_predictions_loss: 658.4737 - logcount_predictions_loss: 0.3485 57/2968 [..............................] - ETA: 6:43 - loss: 673.4685 - logits_profile_predictions_loss: 658.4562 - logcount_predictions_loss: 0.3483 58/2968 [..............................] - ETA: 6:43 - loss: 673.4271 - logits_profile_predictions_loss: 658.4216 - logcount_predictions_loss: 0.3482 59/2968 [..............................] - ETA: 6:43 - loss: 673.3868 - logits_profile_predictions_loss: 658.3885 - logcount_predictions_loss: 0.3480 60/2968 [..............................] - ETA: 6:43 - loss: 673.3598 - logits_profile_predictions_loss: 658.3690 - logcount_predictions_loss: 0.3478 61/2968 [..............................] - ETA: 6:43 - loss: 673.3209 - logits_profile_predictions_loss: 658.3376 - logcount_predictions_loss: 0.3476 62/2968 [..............................] - ETA: 6:42 - loss: 673.2865 - logits_profile_predictions_loss: 658.3105 - logcount_predictions_loss: 0.3475 63/2968 [..............................] - ETA: 6:42 - loss: 673.2576 - logits_profile_predictions_loss: 658.2890 - logcount_predictions_loss: 0.3473 64/2968 [..............................] - ETA: 6:42 - loss: 673.2206 - logits_profile_predictions_loss: 658.2603 - logcount_predictions_loss: 0.3471 65/2968 [..............................] - ETA: 6:42 - loss: 673.1869 - logits_profile_predictions_loss: 658.2358 - logcount_predictions_loss: 0.3469 66/2968 [..............................] - ETA: 6:42 - loss: 673.1512 - logits_profile_predictions_loss: 658.2080 - logcount_predictions_loss: 0.3467 67/2968 [..............................] - ETA: 6:42 - loss: 673.1138 - logits_profile_predictions_loss: 658.1789 - logcount_predictions_loss: 0.3465 68/2968 [..............................] - ETA: 6:42 - loss: 673.0919 - logits_profile_predictions_loss: 658.1646 - logcount_predictions_loss: 0.3463 69/2968 [..............................] - ETA: 6:42 - loss: 673.0682 - logits_profile_predictions_loss: 658.1486 - logcount_predictions_loss: 0.3462 70/2968 [..............................] - ETA: 6:41 - loss: 673.0404 - logits_profile_predictions_loss: 658.1281 - logcount_predictions_loss: 0.3460 71/2968 [..............................] - ETA: 6:41 - loss: 673.0093 - logits_profile_predictions_loss: 658.1043 - logcount_predictions_loss: 0.3458 72/2968 [..............................] - ETA: 6:41 - loss: 672.9884 - logits_profile_predictions_loss: 658.0894 - logcount_predictions_loss: 0.3457 73/2968 [..............................] - ETA: 6:41 - loss: 672.9621 - logits_profile_predictions_loss: 658.0687 - logcount_predictions_loss: 0.3456 74/2968 [..............................] - ETA: 6:41 - loss: 672.9223 - logits_profile_predictions_loss: 658.0346 - logcount_predictions_loss: 0.3454 75/2968 [..............................] - ETA: 6:41 - loss: 672.8989 - logits_profile_predictions_loss: 658.0162 - logcount_predictions_loss: 0.3453 76/2968 [..............................] - ETA: 6:41 - loss: 672.8726 - logits_profile_predictions_loss: 657.9955 - logcount_predictions_loss: 0.3452 77/2968 [..............................] - ETA: 6:40 - loss: 672.8453 - logits_profile_predictions_loss: 657.9735 - logcount_predictions_loss: 0.3451 78/2968 [..............................] - ETA: 6:40 - loss: 672.8156 - logits_profile_predictions_loss: 657.9490 - logcount_predictions_loss: 0.3449 79/2968 [..............................] - ETA: 6:40 - loss: 672.7915 - logits_profile_predictions_loss: 657.9304 - logcount_predictions_loss: 0.3448 80/2968 [..............................] - ETA: 6:40 - loss: 672.7672 - logits_profile_predictions_loss: 657.9120 - logcount_predictions_loss: 0.3447 81/2968 [..............................] - ETA: 6:40 - loss: 672.7438 - logits_profile_predictions_loss: 657.8945 - logcount_predictions_loss: 0.3445 82/2968 [..............................] - ETA: 6:40 - loss: 672.7166 - logits_profile_predictions_loss: 657.8737 - logcount_predictions_loss: 0.3444 83/2968 [..............................] - ETA: 6:40 - loss: 672.6951 - logits_profile_predictions_loss: 657.8587 - logcount_predictions_loss: 0.3442 84/2968 [..............................] - ETA: 6:39 - loss: 672.6751 - logits_profile_predictions_loss: 657.8451 - logcount_predictions_loss: 0.3441 85/2968 [..............................] - ETA: 6:39 - loss: 672.6519 - logits_profile_predictions_loss: 657.8282 - logcount_predictions_loss: 0.3439 86/2968 [..............................] - ETA: 6:39 - loss: 672.6228 - logits_profile_predictions_loss: 657.8058 - logcount_predictions_loss: 0.3438 87/2968 [..............................] - ETA: 6:39 - loss: 672.5932 - logits_profile_predictions_loss: 657.7830 - logcount_predictions_loss: 0.3436 88/2968 [..............................] - ETA: 6:39 - loss: 672.5703 - logits_profile_predictions_loss: 657.7674 - logcount_predictions_loss: 0.3435 89/2968 [..............................] - ETA: 6:39 - loss: 672.5480 - logits_profile_predictions_loss: 657.7525 - logcount_predictions_loss: 0.3433 90/2968 [..............................] - ETA: 6:39 - loss: 672.5245 - logits_profile_predictions_loss: 657.7365 - logcount_predictions_loss: 0.3431 91/2968 [..............................] - ETA: 6:38 - loss: 672.5064 - logits_profile_predictions_loss: 657.7255 - logcount_predictions_loss: 0.3429 92/2968 [..............................] - ETA: 6:38 - loss: 672.4824 - logits_profile_predictions_loss: 657.7084 - logcount_predictions_loss: 0.3428 93/2968 [..............................] - ETA: 6:38 - loss: 672.4505 - logits_profile_predictions_loss: 657.6835 - logcount_predictions_loss: 0.3426 94/2968 [..............................] - ETA: 6:38 - loss: 672.4221 - logits_profile_predictions_loss: 657.6621 - logcount_predictions_loss: 0.3425 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logits_profile_predictions_loss: 654.8161 - logcount_predictions_loss: 0.3266 245/2968 [=>............................] - ETA: 6:17 - loss: 668.8808 - logits_profile_predictions_loss: 654.8051 - logcount_predictions_loss: 0.3266 246/2968 [=>............................] - ETA: 6:17 - loss: 668.8668 - logits_profile_predictions_loss: 654.7936 - logcount_predictions_loss: 0.3265 247/2968 [=>............................] - ETA: 6:17 - loss: 668.8544 - logits_profile_predictions_loss: 654.7837 - logcount_predictions_loss: 0.3265 248/2968 [=>............................] - ETA: 6:17 - loss: 668.8422 - logits_profile_predictions_loss: 654.7740 - logcount_predictions_loss: 0.3264 249/2968 [=>............................] - ETA: 6:17 - loss: 668.8297 - logits_profile_predictions_loss: 654.7641 - logcount_predictions_loss: 0.3263 250/2968 [=>............................] - ETA: 6:16 - loss: 668.8177 - logits_profile_predictions_loss: 654.7547 - logcount_predictions_loss: 0.3263 251/2968 [=>............................] - ETA: 6:16 - loss: 668.8048 - logits_profile_predictions_loss: 654.7444 - logcount_predictions_loss: 0.3262 252/2968 [=>............................] - ETA: 6:16 - loss: 668.7922 - logits_profile_predictions_loss: 654.7344 - logcount_predictions_loss: 0.3262 253/2968 [=>............................] - ETA: 6:16 - loss: 668.7790 - logits_profile_predictions_loss: 654.7237 - logcount_predictions_loss: 0.3261 254/2968 [=>............................] - ETA: 6:16 - loss: 668.7662 - logits_profile_predictions_loss: 654.7135 - logcount_predictions_loss: 0.3260 255/2968 [=>............................] - ETA: 6:16 - loss: 668.7535 - logits_profile_predictions_loss: 654.7034 - logcount_predictions_loss: 0.3260 256/2968 [=>............................] - ETA: 6:16 - loss: 668.7403 - logits_profile_predictions_loss: 654.6927 - logcount_predictions_loss: 0.3259 257/2968 [=>............................] - ETA: 6:15 - loss: 668.7275 - logits_profile_predictions_loss: 654.6823 - logcount_predictions_loss: 0.3259 258/2968 [=>............................] - ETA: 6:15 - loss: 668.7136 - logits_profile_predictions_loss: 654.6709 - logcount_predictions_loss: 0.3258 259/2968 [=>............................] - ETA: 6:15 - loss: 668.6994 - logits_profile_predictions_loss: 654.6590 - logcount_predictions_loss: 0.3258 260/2968 [=>............................] - ETA: 6:15 - loss: 668.6852 - logits_profile_predictions_loss: 654.6472 - logcount_predictions_loss: 0.3257 261/2968 [=>............................] - ETA: 6:15 - loss: 668.6715 - logits_profile_predictions_loss: 654.6359 - logcount_predictions_loss: 0.3257 262/2968 [=>............................] - ETA: 6:15 - loss: 668.6576 - logits_profile_predictions_loss: 654.6243 - logcount_predictions_loss: 0.3256 263/2968 [=>............................] - ETA: 6:15 - loss: 668.6435 - logits_profile_predictions_loss: 654.6127 - logcount_predictions_loss: 0.3255 264/2968 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logits_profile_predictions_loss: 654.5250 - logcount_predictions_loss: 0.3252 271/2968 [=>............................] - ETA: 6:13 - loss: 668.5255 - logits_profile_predictions_loss: 654.5134 - logcount_predictions_loss: 0.3251 272/2968 [=>............................] - ETA: 6:13 - loss: 668.5110 - logits_profile_predictions_loss: 654.5012 - logcount_predictions_loss: 0.3251 273/2968 [=>............................] - ETA: 6:13 - loss: 668.4971 - logits_profile_predictions_loss: 654.4896 - logcount_predictions_loss: 0.3250 274/2968 [=>............................] - ETA: 6:12 - loss: 668.4833 - logits_profile_predictions_loss: 654.4780 - logcount_predictions_loss: 0.3249 275/2968 [=>............................] - ETA: 6:12 - loss: 668.4689 - logits_profile_predictions_loss: 654.4659 - logcount_predictions_loss: 0.3249 276/2968 [=>............................] - ETA: 6:12 - loss: 668.4542 - logits_profile_predictions_loss: 654.4536 - logcount_predictions_loss: 0.3248 277/2968 [=>............................] - ETA: 6:12 - loss: 668.4403 - logits_profile_predictions_loss: 654.4420 - logcount_predictions_loss: 0.3248 278/2968 [=>............................] - ETA: 6:12 - loss: 668.4259 - logits_profile_predictions_loss: 654.4299 - logcount_predictions_loss: 0.3247 279/2968 [=>............................] - ETA: 6:12 - loss: 668.4113 - logits_profile_predictions_loss: 654.4177 - logcount_predictions_loss: 0.3247 280/2968 [=>............................] - ETA: 6:12 - loss: 668.3962 - logits_profile_predictions_loss: 654.4049 - logcount_predictions_loss: 0.3246 281/2968 [=>............................] - ETA: 6:12 - loss: 668.3813 - logits_profile_predictions_loss: 654.3924 - logcount_predictions_loss: 0.3246 282/2968 [=>............................] - ETA: 6:11 - loss: 668.3657 - logits_profile_predictions_loss: 654.3791 - logcount_predictions_loss: 0.3245 283/2968 [=>............................] - ETA: 6:11 - loss: 668.3498 - logits_profile_predictions_loss: 654.3656 - logcount_predictions_loss: 0.3245 284/2968 [=>............................] - ETA: 6:11 - loss: 668.3339 - logits_profile_predictions_loss: 654.3520 - logcount_predictions_loss: 0.3244 285/2968 [=>............................] - ETA: 6:11 - loss: 668.3182 - logits_profile_predictions_loss: 654.3387 - logcount_predictions_loss: 0.3244 286/2968 [=>............................] - ETA: 6:11 - loss: 668.3026 - logits_profile_predictions_loss: 654.3254 - logcount_predictions_loss: 0.3243 287/2968 [=>............................] - ETA: 6:11 - loss: 668.2872 - logits_profile_predictions_loss: 654.3122 - logcount_predictions_loss: 0.3242 288/2968 [=>............................] - ETA: 6:11 - loss: 668.2716 - logits_profile_predictions_loss: 654.2988 - logcount_predictions_loss: 0.3242 289/2968 [=>............................] - ETA: 6:10 - loss: 668.2563 - logits_profile_predictions_loss: 654.2858 - logcount_predictions_loss: 0.3241 290/2968 [=>............................] - ETA: 6:10 - loss: 668.2411 - logits_profile_predictions_loss: 654.2729 - logcount_predictions_loss: 0.3241 291/2968 [=>............................] - ETA: 6:10 - loss: 668.2262 - logits_profile_predictions_loss: 654.2601 - logcount_predictions_loss: 0.3240 292/2968 [=>............................] - ETA: 6:10 - loss: 668.2105 - logits_profile_predictions_loss: 654.2466 - logcount_predictions_loss: 0.3240 293/2968 [=>............................] - ETA: 6:10 - loss: 668.1942 - logits_profile_predictions_loss: 654.2326 - logcount_predictions_loss: 0.3239 294/2968 [=>............................] - ETA: 6:10 - loss: 668.1779 - logits_profile_predictions_loss: 654.2186 - logcount_predictions_loss: 0.3239 295/2968 [=>............................] - ETA: 6:10 - loss: 668.1622 - logits_profile_predictions_loss: 654.2051 - logcount_predictions_loss: 0.3238 296/2968 [=>............................] - ETA: 6:09 - loss: 668.1464 - logits_profile_predictions_loss: 654.1915 - logcount_predictions_loss: 0.3238 297/2968 [==>...........................] - ETA: 6:09 - loss: 668.1312 - logits_profile_predictions_loss: 654.1785 - logcount_predictions_loss: 0.3237 298/2968 [==>...........................] - ETA: 6:09 - loss: 668.1168 - logits_profile_predictions_loss: 654.1662 - logcount_predictions_loss: 0.3237 299/2968 [==>...........................] - ETA: 6:09 - loss: 668.1027 - logits_profile_predictions_loss: 654.1542 - logcount_predictions_loss: 0.3236 300/2968 [==>...........................] - ETA: 6:09 - loss: 668.0880 - logits_profile_predictions_loss: 654.1416 - logcount_predictions_loss: 0.3236 301/2968 [==>...........................] - ETA: 6:09 - loss: 668.0735 - logits_profile_predictions_loss: 654.1292 - logcount_predictions_loss: 0.3235 302/2968 [==>...........................] - ETA: 6:09 - loss: 668.0599 - logits_profile_predictions_loss: 654.1178 - logcount_predictions_loss: 0.3235 303/2968 [==>...........................] - ETA: 6:08 - loss: 668.0457 - logits_profile_predictions_loss: 654.1057 - logcount_predictions_loss: 0.3234 304/2968 [==>...........................] - ETA: 6:08 - loss: 668.0315 - logits_profile_predictions_loss: 654.0936 - logcount_predictions_loss: 0.3234 305/2968 [==>...........................] - ETA: 6:08 - loss: 668.0169 - logits_profile_predictions_loss: 654.0810 - logcount_predictions_loss: 0.3233 306/2968 [==>...........................] - ETA: 6:08 - loss: 668.0026 - logits_profile_predictions_loss: 654.0689 - logcount_predictions_loss: 0.3233 307/2968 [==>...........................] - ETA: 6:08 - loss: 667.9886 - logits_profile_predictions_loss: 654.0569 - logcount_predictions_loss: 0.3232 308/2968 [==>...........................] - ETA: 6:08 - loss: 667.9750 - logits_profile_predictions_loss: 654.0453 - logcount_predictions_loss: 0.3232 309/2968 [==>...........................] - ETA: 6:08 - loss: 667.9614 - 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[==>...........................] - ETA: 6:07 - loss: 667.8617 - logits_profile_predictions_loss: 653.9480 - logcount_predictions_loss: 0.3228 317/2968 [==>...........................] - ETA: 6:07 - loss: 667.8475 - logits_profile_predictions_loss: 653.9357 - logcount_predictions_loss: 0.3228 318/2968 [==>...........................] - ETA: 6:06 - loss: 667.8331 - logits_profile_predictions_loss: 653.9232 - logcount_predictions_loss: 0.3227 319/2968 [==>...........................] - ETA: 6:06 - loss: 667.8185 - logits_profile_predictions_loss: 653.9105 - logcount_predictions_loss: 0.3227 320/2968 [==>...........................] - ETA: 6:06 - loss: 667.8039 - logits_profile_predictions_loss: 653.8977 - logcount_predictions_loss: 0.3227 321/2968 [==>...........................] - ETA: 6:06 - loss: 667.7889 - logits_profile_predictions_loss: 653.8845 - logcount_predictions_loss: 0.3226 322/2968 [==>...........................] - ETA: 6:06 - loss: 667.7739 - 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[==>...........................] - ETA: 6:05 - loss: 667.6715 - logits_profile_predictions_loss: 653.7810 - logcount_predictions_loss: 0.3223 330/2968 [==>...........................] - ETA: 6:05 - loss: 667.6570 - logits_profile_predictions_loss: 653.7681 - logcount_predictions_loss: 0.3222 331/2968 [==>...........................] - ETA: 6:05 - loss: 667.6430 - logits_profile_predictions_loss: 653.7557 - logcount_predictions_loss: 0.3222 332/2968 [==>...........................] - ETA: 6:04 - loss: 667.6287 - logits_profile_predictions_loss: 653.7430 - logcount_predictions_loss: 0.3222 333/2968 [==>...........................] - ETA: 6:04 - loss: 667.6140 - logits_profile_predictions_loss: 653.7299 - logcount_predictions_loss: 0.3221 334/2968 [==>...........................] - ETA: 6:04 - loss: 667.5997 - logits_profile_predictions_loss: 653.7171 - logcount_predictions_loss: 0.3221 335/2968 [==>...........................] - ETA: 6:04 - loss: 667.5854 - logits_profile_predictions_loss: 653.7044 - logcount_predictions_loss: 0.3221 336/2968 [==>...........................] - ETA: 6:04 - loss: 667.5714 - logits_profile_predictions_loss: 653.6919 - logcount_predictions_loss: 0.3220 337/2968 [==>...........................] - ETA: 6:04 - loss: 667.5573 - logits_profile_predictions_loss: 653.6792 - logcount_predictions_loss: 0.3220 338/2968 [==>...........................] - ETA: 6:04 - loss: 667.5435 - logits_profile_predictions_loss: 653.6669 - logcount_predictions_loss: 0.3220 339/2968 [==>...........................] - ETA: 6:04 - loss: 667.5302 - logits_profile_predictions_loss: 653.6550 - logcount_predictions_loss: 0.3219 340/2968 [==>...........................] - ETA: 6:03 - loss: 667.5170 - logits_profile_predictions_loss: 653.6432 - logcount_predictions_loss: 0.3219 341/2968 [==>...........................] - ETA: 6:03 - loss: 667.5036 - logits_profile_predictions_loss: 653.6313 - logcount_predictions_loss: 0.3219 342/2968 [==>...........................] - ETA: 6:03 - loss: 667.4901 - logits_profile_predictions_loss: 653.6193 - logcount_predictions_loss: 0.3218 343/2968 [==>...........................] - ETA: 6:03 - loss: 667.4770 - logits_profile_predictions_loss: 653.6075 - logcount_predictions_loss: 0.3218 344/2968 [==>...........................] - ETA: 6:03 - loss: 667.4641 - logits_profile_predictions_loss: 653.5960 - logcount_predictions_loss: 0.3218 345/2968 [==>...........................] - ETA: 6:03 - loss: 667.4514 - logits_profile_predictions_loss: 653.5847 - logcount_predictions_loss: 0.3217 346/2968 [==>...........................] - ETA: 6:03 - loss: 667.4386 - logits_profile_predictions_loss: 653.5734 - logcount_predictions_loss: 0.3217 347/2968 [==>...........................] - ETA: 6:02 - loss: 667.4259 - logits_profile_predictions_loss: 653.5620 - logcount_predictions_loss: 0.3217 348/2968 [==>...........................] - ETA: 6:02 - loss: 667.4131 - 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[==>...........................] - ETA: 6:01 - loss: 667.3250 - logits_profile_predictions_loss: 653.4726 - logcount_predictions_loss: 0.3214 356/2968 [==>...........................] - ETA: 6:01 - loss: 667.3128 - logits_profile_predictions_loss: 653.4617 - logcount_predictions_loss: 0.3214 357/2968 [==>...........................] - ETA: 6:01 - loss: 667.3008 - logits_profile_predictions_loss: 653.4510 - logcount_predictions_loss: 0.3213 358/2968 [==>...........................] - ETA: 6:01 - loss: 667.2892 - logits_profile_predictions_loss: 653.4407 - logcount_predictions_loss: 0.3213 359/2968 [==>...........................] - ETA: 6:01 - loss: 667.2777 - logits_profile_predictions_loss: 653.4305 - logcount_predictions_loss: 0.3213 360/2968 [==>...........................] - ETA: 6:01 - loss: 667.2663 - logits_profile_predictions_loss: 653.4205 - logcount_predictions_loss: 0.3213 361/2968 [==>...........................] - ETA: 6:01 - loss: 667.2546 - 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logits_profile_predictions_loss: 653.2968 - logcount_predictions_loss: 0.3208 375/2968 [==>...........................] - ETA: 5:59 - loss: 667.1161 - logits_profile_predictions_loss: 653.2889 - logcount_predictions_loss: 0.3208 376/2968 [==>...........................] - ETA: 5:58 - loss: 667.1071 - logits_profile_predictions_loss: 653.2810 - logcount_predictions_loss: 0.3208 377/2968 [==>...........................] - ETA: 5:58 - loss: 667.0978 - logits_profile_predictions_loss: 653.2729 - logcount_predictions_loss: 0.3208 378/2968 [==>...........................] - ETA: 5:58 - loss: 667.0884 - logits_profile_predictions_loss: 653.2647 - logcount_predictions_loss: 0.3207 379/2968 [==>...........................] - ETA: 5:58 - loss: 667.0794 - logits_profile_predictions_loss: 653.2569 - logcount_predictions_loss: 0.3207 380/2968 [==>...........................] - ETA: 5:58 - loss: 667.0706 - logits_profile_predictions_loss: 653.2492 - logcount_predictions_loss: 0.3207 381/2968 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logits_profile_predictions_loss: 653.0983 - logcount_predictions_loss: 0.3201 401/2968 [===>..........................] - ETA: 5:55 - loss: 666.8881 - logits_profile_predictions_loss: 653.0915 - logcount_predictions_loss: 0.3201 402/2968 [===>..........................] - ETA: 5:55 - loss: 666.8802 - logits_profile_predictions_loss: 653.0847 - logcount_predictions_loss: 0.3201 403/2968 [===>..........................] - ETA: 5:55 - loss: 666.8720 - logits_profile_predictions_loss: 653.0777 - logcount_predictions_loss: 0.3201 404/2968 [===>..........................] - ETA: 5:55 - loss: 666.8640 - logits_profile_predictions_loss: 653.0709 - logcount_predictions_loss: 0.3200 405/2968 [===>..........................] - ETA: 5:54 - loss: 666.8557 - logits_profile_predictions_loss: 653.0638 - logcount_predictions_loss: 0.3200 406/2968 [===>..........................] - ETA: 5:54 - loss: 666.8478 - logits_profile_predictions_loss: 653.0571 - logcount_predictions_loss: 0.3200 407/2968 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logits_profile_predictions_loss: 653.0098 - logcount_predictions_loss: 0.3198 414/2968 [===>..........................] - ETA: 5:53 - loss: 666.7847 - logits_profile_predictions_loss: 653.0033 - logcount_predictions_loss: 0.3198 415/2968 [===>..........................] - ETA: 5:53 - loss: 666.7773 - logits_profile_predictions_loss: 652.9970 - logcount_predictions_loss: 0.3197 416/2968 [===>..........................] - ETA: 5:53 - loss: 666.7701 - logits_profile_predictions_loss: 652.9910 - logcount_predictions_loss: 0.3197 417/2968 [===>..........................] - ETA: 5:53 - loss: 666.7627 - logits_profile_predictions_loss: 652.9847 - logcount_predictions_loss: 0.3197 418/2968 [===>..........................] - ETA: 5:53 - loss: 666.7553 - logits_profile_predictions_loss: 652.9784 - logcount_predictions_loss: 0.3197 419/2968 [===>..........................] - ETA: 5:53 - loss: 666.7483 - logits_profile_predictions_loss: 652.9725 - logcount_predictions_loss: 0.3196 420/2968 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logits_profile_predictions_loss: 652.9321 - logcount_predictions_loss: 0.3194 427/2968 [===>..........................] - ETA: 5:52 - loss: 666.6937 - logits_profile_predictions_loss: 652.9267 - logcount_predictions_loss: 0.3194 428/2968 [===>..........................] - ETA: 5:51 - loss: 666.6872 - logits_profile_predictions_loss: 652.9211 - logcount_predictions_loss: 0.3194 429/2968 [===>..........................] - ETA: 5:51 - loss: 666.6806 - logits_profile_predictions_loss: 652.9156 - logcount_predictions_loss: 0.3194 430/2968 [===>..........................] - ETA: 5:51 - loss: 666.6741 - logits_profile_predictions_loss: 652.9101 - logcount_predictions_loss: 0.3194 431/2968 [===>..........................] - ETA: 5:51 - loss: 666.6680 - logits_profile_predictions_loss: 652.9051 - logcount_predictions_loss: 0.3193 432/2968 [===>..........................] - ETA: 5:51 - loss: 666.6619 - logits_profile_predictions_loss: 652.9000 - logcount_predictions_loss: 0.3193 433/2968 [===>..........................] - ETA: 5:51 - loss: 666.6561 - logits_profile_predictions_loss: 652.8953 - logcount_predictions_loss: 0.3193 434/2968 [===>..........................] - ETA: 5:51 - loss: 666.6504 - logits_profile_predictions_loss: 652.8906 - logcount_predictions_loss: 0.3193 435/2968 [===>..........................] - ETA: 5:50 - loss: 666.6444 - logits_profile_predictions_loss: 652.8856 - logcount_predictions_loss: 0.3192 436/2968 [===>..........................] - ETA: 5:50 - loss: 666.6386 - logits_profile_predictions_loss: 652.8809 - logcount_predictions_loss: 0.3192 437/2968 [===>..........................] - ETA: 5:50 - loss: 666.6326 - logits_profile_predictions_loss: 652.8759 - logcount_predictions_loss: 0.3192 438/2968 [===>..........................] - ETA: 5:50 - loss: 666.6268 - logits_profile_predictions_loss: 652.8711 - logcount_predictions_loss: 0.3192 439/2968 [===>..........................] - ETA: 5:50 - loss: 666.6210 - logits_profile_predictions_loss: 652.8664 - logcount_predictions_loss: 0.3191 440/2968 [===>..........................] - ETA: 5:50 - loss: 666.6152 - logits_profile_predictions_loss: 652.8616 - logcount_predictions_loss: 0.3191 441/2968 [===>..........................] - ETA: 5:50 - loss: 666.6097 - logits_profile_predictions_loss: 652.8572 - logcount_predictions_loss: 0.3191 442/2968 [===>..........................] - ETA: 5:49 - loss: 666.6044 - logits_profile_predictions_loss: 652.8529 - logcount_predictions_loss: 0.3191 443/2968 [===>..........................] - ETA: 5:49 - loss: 666.5990 - logits_profile_predictions_loss: 652.8485 - logcount_predictions_loss: 0.3190 444/2968 [===>..........................] - ETA: 5:49 - loss: 666.5938 - logits_profile_predictions_loss: 652.8444 - logcount_predictions_loss: 0.3190 445/2968 [===>..........................] - ETA: 5:49 - loss: 666.5885 - logits_profile_predictions_loss: 652.8401 - logcount_predictions_loss: 0.3190 446/2968 [===>..........................] - ETA: 5:49 - loss: 666.5834 - logits_profile_predictions_loss: 652.8360 - logcount_predictions_loss: 0.3190 447/2968 [===>..........................] - ETA: 5:49 - loss: 666.5780 - logits_profile_predictions_loss: 652.8316 - logcount_predictions_loss: 0.3189 448/2968 [===>..........................] - ETA: 5:49 - loss: 666.5727 - logits_profile_predictions_loss: 652.8273 - logcount_predictions_loss: 0.3189 449/2968 [===>..........................] - ETA: 5:49 - loss: 666.5674 - logits_profile_predictions_loss: 652.8230 - logcount_predictions_loss: 0.3189 450/2968 [===>..........................] - ETA: 5:48 - loss: 666.5623 - logits_profile_predictions_loss: 652.8188 - logcount_predictions_loss: 0.3189 451/2968 [===>..........................] - ETA: 5:48 - loss: 666.5569 - logits_profile_predictions_loss: 652.8144 - logcount_predictions_loss: 0.3189 452/2968 [===>..........................] - ETA: 5:48 - loss: 666.5514 - logits_profile_predictions_loss: 652.8099 - logcount_predictions_loss: 0.3188 453/2968 [===>..........................] - ETA: 5:48 - loss: 666.5459 - logits_profile_predictions_loss: 652.8053 - logcount_predictions_loss: 0.3188 454/2968 [===>..........................] - ETA: 5:48 - loss: 666.5404 - logits_profile_predictions_loss: 652.8008 - logcount_predictions_loss: 0.3188 455/2968 [===>..........................] - ETA: 5:48 - loss: 666.5352 - logits_profile_predictions_loss: 652.7965 - logcount_predictions_loss: 0.3188 456/2968 [===>..........................] - ETA: 5:48 - loss: 666.5301 - logits_profile_predictions_loss: 652.7923 - logcount_predictions_loss: 0.3187 457/2968 [===>..........................] - ETA: 5:47 - loss: 666.5251 - logits_profile_predictions_loss: 652.7882 - logcount_predictions_loss: 0.3187 458/2968 [===>..........................] - ETA: 5:47 - loss: 666.5201 - logits_profile_predictions_loss: 652.7841 - logcount_predictions_loss: 0.3187 459/2968 [===>..........................] - ETA: 5:47 - loss: 666.5149 - logits_profile_predictions_loss: 652.7798 - logcount_predictions_loss: 0.3187 460/2968 [===>..........................] - ETA: 5:47 - loss: 666.5097 - logits_profile_predictions_loss: 652.7755 - logcount_predictions_loss: 0.3187 461/2968 [===>..........................] - ETA: 5:47 - loss: 666.5045 - logits_profile_predictions_loss: 652.7711 - logcount_predictions_loss: 0.3186 462/2968 [===>..........................] - ETA: 5:47 - loss: 666.4991 - logits_profile_predictions_loss: 652.7665 - logcount_predictions_loss: 0.3186 463/2968 [===>..........................] - ETA: 5:47 - loss: 666.4935 - logits_profile_predictions_loss: 652.7618 - logcount_predictions_loss: 0.3186 464/2968 [===>..........................] - ETA: 5:46 - loss: 666.4877 - logits_profile_predictions_loss: 652.7568 - logcount_predictions_loss: 0.3186 465/2968 [===>..........................] - ETA: 5:46 - loss: 666.4817 - logits_profile_predictions_loss: 652.7517 - logcount_predictions_loss: 0.3186 466/2968 [===>..........................] - ETA: 5:46 - loss: 666.4756 - logits_profile_predictions_loss: 652.7464 - logcount_predictions_loss: 0.3185 467/2968 [===>..........................] - ETA: 5:46 - loss: 666.4693 - logits_profile_predictions_loss: 652.7410 - logcount_predictions_loss: 0.3185 468/2968 [===>..........................] - ETA: 5:46 - loss: 666.4635 - logits_profile_predictions_loss: 652.7360 - logcount_predictions_loss: 0.3185 469/2968 [===>..........................] - ETA: 5:46 - loss: 666.4576 - logits_profile_predictions_loss: 652.7310 - logcount_predictions_loss: 0.3185 470/2968 [===>..........................] - ETA: 5:46 - loss: 666.4517 - logits_profile_predictions_loss: 652.7259 - logcount_predictions_loss: 0.3185 471/2968 [===>..........................] - ETA: 5:46 - loss: 666.4458 - logits_profile_predictions_loss: 652.7207 - logcount_predictions_loss: 0.3184 472/2968 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logits_profile_predictions_loss: 652.6852 - logcount_predictions_loss: 0.3183 479/2968 [===>..........................] - ETA: 5:44 - loss: 666.3992 - logits_profile_predictions_loss: 652.6803 - logcount_predictions_loss: 0.3183 480/2968 [===>..........................] - ETA: 5:44 - loss: 666.3937 - logits_profile_predictions_loss: 652.6756 - logcount_predictions_loss: 0.3183 481/2968 [===>..........................] - ETA: 5:44 - loss: 666.3883 - logits_profile_predictions_loss: 652.6710 - logcount_predictions_loss: 0.3183 482/2968 [===>..........................] - ETA: 5:44 - loss: 666.3834 - logits_profile_predictions_loss: 652.6667 - logcount_predictions_loss: 0.3183 483/2968 [===>..........................] - ETA: 5:44 - loss: 666.3786 - logits_profile_predictions_loss: 652.6627 - logcount_predictions_loss: 0.3182 484/2968 [===>..........................] - ETA: 5:44 - loss: 666.3740 - logits_profile_predictions_loss: 652.6588 - logcount_predictions_loss: 0.3182 485/2968 [===>..........................] - ETA: 5:44 - loss: 666.3692 - logits_profile_predictions_loss: 652.6547 - logcount_predictions_loss: 0.3182 486/2968 [===>..........................] - ETA: 5:43 - loss: 666.3644 - logits_profile_predictions_loss: 652.6507 - logcount_predictions_loss: 0.3182 487/2968 [===>..........................] - ETA: 5:43 - loss: 666.3594 - logits_profile_predictions_loss: 652.6464 - logcount_predictions_loss: 0.3182 488/2968 [===>..........................] - ETA: 5:43 - loss: 666.3547 - logits_profile_predictions_loss: 652.6424 - logcount_predictions_loss: 0.3182 489/2968 [===>..........................] - ETA: 5:43 - loss: 666.3500 - logits_profile_predictions_loss: 652.6384 - logcount_predictions_loss: 0.3181 490/2968 [===>..........................] - ETA: 5:43 - loss: 666.3453 - logits_profile_predictions_loss: 652.6344 - logcount_predictions_loss: 0.3181 491/2968 [===>..........................] - ETA: 5:43 - loss: 666.3408 - logits_profile_predictions_loss: 652.6306 - logcount_predictions_loss: 0.3181 492/2968 [===>..........................] - ETA: 5:43 - loss: 666.3362 - logits_profile_predictions_loss: 652.6267 - logcount_predictions_loss: 0.3181 493/2968 [===>..........................] - ETA: 5:42 - loss: 666.3315 - logits_profile_predictions_loss: 652.6227 - logcount_predictions_loss: 0.3181 494/2968 [===>..........................] - ETA: 5:42 - loss: 666.3268 - logits_profile_predictions_loss: 652.6187 - logcount_predictions_loss: 0.3181 495/2968 [====>.........................] - ETA: 5:42 - loss: 666.3224 - logits_profile_predictions_loss: 652.6150 - logcount_predictions_loss: 0.3180 496/2968 [====>.........................] - ETA: 5:42 - loss: 666.3180 - logits_profile_predictions_loss: 652.6112 - logcount_predictions_loss: 0.3180 497/2968 [====>.........................] - ETA: 5:42 - loss: 666.3135 - logits_profile_predictions_loss: 652.6074 - logcount_predictions_loss: 0.3180 498/2968 [====>.........................] - ETA: 5:42 - loss: 666.3091 - logits_profile_predictions_loss: 652.6037 - logcount_predictions_loss: 0.3180 499/2968 [====>.........................] - ETA: 5:42 - loss: 666.3047 - logits_profile_predictions_loss: 652.5999 - logcount_predictions_loss: 0.3180 500/2968 [====>.........................] - ETA: 5:42 - loss: 666.3001 - logits_profile_predictions_loss: 652.5960 - logcount_predictions_loss: 0.3180 501/2968 [====>.........................] - ETA: 5:41 - loss: 666.2952 - logits_profile_predictions_loss: 652.5918 - logcount_predictions_loss: 0.3179 502/2968 [====>.........................] - ETA: 5:41 - loss: 666.2902 - logits_profile_predictions_loss: 652.5875 - logcount_predictions_loss: 0.3179 503/2968 [====>.........................] - ETA: 5:41 - loss: 666.2852 - logits_profile_predictions_loss: 652.5831 - logcount_predictions_loss: 0.3179 504/2968 [====>.........................] - ETA: 5:41 - loss: 666.2801 - logits_profile_predictions_loss: 652.5786 - logcount_predictions_loss: 0.3179 505/2968 [====>.........................] - ETA: 5:41 - loss: 666.2750 - logits_profile_predictions_loss: 652.5741 - logcount_predictions_loss: 0.3179 506/2968 [====>.........................] - ETA: 5:41 - loss: 666.2699 - logits_profile_predictions_loss: 652.5697 - logcount_predictions_loss: 0.3179 507/2968 [====>.........................] - ETA: 5:41 - loss: 666.2650 - logits_profile_predictions_loss: 652.5655 - logcount_predictions_loss: 0.3179 508/2968 [====>.........................] - ETA: 5:40 - loss: 666.2602 - logits_profile_predictions_loss: 652.5614 - logcount_predictions_loss: 0.3178 509/2968 [====>.........................] - ETA: 5:40 - loss: 666.2554 - logits_profile_predictions_loss: 652.5572 - logcount_predictions_loss: 0.3178 510/2968 [====>.........................] - ETA: 5:40 - loss: 666.2509 - logits_profile_predictions_loss: 652.5533 - logcount_predictions_loss: 0.3178 511/2968 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logits_profile_predictions_loss: 652.4564 - logcount_predictions_loss: 0.3174 544/2968 [====>.........................] - ETA: 5:35 - loss: 666.1323 - logits_profile_predictions_loss: 652.4544 - logcount_predictions_loss: 0.3174 545/2968 [====>.........................] - ETA: 5:35 - loss: 666.1297 - logits_profile_predictions_loss: 652.4524 - logcount_predictions_loss: 0.3173 546/2968 [====>.........................] - ETA: 5:35 - loss: 666.1272 - logits_profile_predictions_loss: 652.4504 - logcount_predictions_loss: 0.3173 547/2968 [====>.........................] - ETA: 5:35 - loss: 666.1245 - logits_profile_predictions_loss: 652.4483 - logcount_predictions_loss: 0.3173 548/2968 [====>.........................] - ETA: 5:35 - loss: 666.1217 - logits_profile_predictions_loss: 652.4461 - logcount_predictions_loss: 0.3173 549/2968 [====>.........................] - ETA: 5:35 - loss: 666.1190 - logits_profile_predictions_loss: 652.4440 - logcount_predictions_loss: 0.3173 550/2968 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logits_profile_predictions_loss: 652.4283 - logcount_predictions_loss: 0.3172 557/2968 [====>.........................] - ETA: 5:34 - loss: 666.0960 - logits_profile_predictions_loss: 652.4258 - logcount_predictions_loss: 0.3172 558/2968 [====>.........................] - ETA: 5:34 - loss: 666.0929 - logits_profile_predictions_loss: 652.4232 - logcount_predictions_loss: 0.3172 559/2968 [====>.........................] - ETA: 5:33 - loss: 666.0896 - logits_profile_predictions_loss: 652.4205 - logcount_predictions_loss: 0.3171 560/2968 [====>.........................] - ETA: 5:33 - loss: 666.0864 - logits_profile_predictions_loss: 652.4179 - logcount_predictions_loss: 0.3171 561/2968 [====>.........................] - ETA: 5:33 - loss: 666.0831 - logits_profile_predictions_loss: 652.4152 - logcount_predictions_loss: 0.3171 562/2968 [====>.........................] - ETA: 5:33 - loss: 666.0798 - logits_profile_predictions_loss: 652.4124 - logcount_predictions_loss: 0.3171 563/2968 [====>.........................] - ETA: 5:33 - loss: 666.0764 - logits_profile_predictions_loss: 652.4097 - logcount_predictions_loss: 0.3171 564/2968 [====>.........................] - ETA: 5:33 - loss: 666.0732 - logits_profile_predictions_loss: 652.4071 - logcount_predictions_loss: 0.3171 565/2968 [====>.........................] - ETA: 5:33 - loss: 666.0700 - logits_profile_predictions_loss: 652.4044 - logcount_predictions_loss: 0.3171 566/2968 [====>.........................] - ETA: 5:32 - loss: 666.0666 - logits_profile_predictions_loss: 652.4016 - logcount_predictions_loss: 0.3171 567/2968 [====>.........................] - ETA: 5:32 - loss: 666.0633 - logits_profile_predictions_loss: 652.3989 - logcount_predictions_loss: 0.3170 568/2968 [====>.........................] - ETA: 5:32 - loss: 666.0600 - logits_profile_predictions_loss: 652.3961 - logcount_predictions_loss: 0.3170 569/2968 [====>.........................] - ETA: 5:32 - loss: 666.0568 - 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[============================>.] - ETA: 6s - loss: 664.3624 - logits_profile_predictions_loss: 650.8593 - logcount_predictions_loss: 0.3133 2924/2968 [============================>.] - ETA: 6s - loss: 664.3621 - logits_profile_predictions_loss: 650.8591 - logcount_predictions_loss: 0.3133 2925/2968 [============================>.] - ETA: 5s - loss: 664.3619 - logits_profile_predictions_loss: 650.8589 - logcount_predictions_loss: 0.3133 2926/2968 [============================>.] - ETA: 5s - loss: 664.3616 - logits_profile_predictions_loss: 650.8587 - logcount_predictions_loss: 0.3133 2927/2968 [============================>.] - ETA: 5s - loss: 664.3613 - logits_profile_predictions_loss: 650.8584 - logcount_predictions_loss: 0.3133 2928/2968 [============================>.] - ETA: 5s - loss: 664.3611 - logits_profile_predictions_loss: 650.8582 - logcount_predictions_loss: 0.3133 2929/2968 [============================>.] - ETA: 5s - loss: 664.3608 - logits_profile_predictions_loss: 650.8580 - logcount_predictions_loss: 0.3133 2930/2968 [============================>.] - ETA: 5s - loss: 664.3605 - logits_profile_predictions_loss: 650.8578 - logcount_predictions_loss: 0.3133 2931/2968 [============================>.] - ETA: 5s - loss: 664.3602 - logits_profile_predictions_loss: 650.8575 - logcount_predictions_loss: 0.3133 2932/2968 [============================>.] - ETA: 4s - loss: 664.3600 - logits_profile_predictions_loss: 650.8573 - logcount_predictions_loss: 0.3133 2933/2968 [============================>.] - ETA: 4s - loss: 664.3597 - logits_profile_predictions_loss: 650.8571 - logcount_predictions_loss: 0.3133 2934/2968 [============================>.] - ETA: 4s - loss: 664.3594 - logits_profile_predictions_loss: 650.8568 - logcount_predictions_loss: 0.3133 2935/2968 [============================>.] - ETA: 4s - loss: 664.3591 - logits_profile_predictions_loss: 650.8566 - logcount_predictions_loss: 0.3133 2936/2968 [============================>.] - ETA: 4s - loss: 664.3589 - logits_profile_predictions_loss: 650.8564 - logcount_predictions_loss: 0.3133 2937/2968 [============================>.] - ETA: 4s - loss: 664.3586 - logits_profile_predictions_loss: 650.8562 - logcount_predictions_loss: 0.3133 2938/2968 [============================>.] - ETA: 4s - loss: 664.3583 - logits_profile_predictions_loss: 650.8559 - logcount_predictions_loss: 0.3133 2939/2968 [============================>.] - ETA: 4s - loss: 664.3581 - logits_profile_predictions_loss: 650.8557 - logcount_predictions_loss: 0.3133 2940/2968 [============================>.] - ETA: 3s - loss: 664.3578 - logits_profile_predictions_loss: 650.8555 - logcount_predictions_loss: 0.3133 2941/2968 [============================>.] - ETA: 3s - loss: 664.3575 - logits_profile_predictions_loss: 650.8552 - logcount_predictions_loss: 0.3133 2942/2968 [============================>.] - ETA: 3s - loss: 664.3572 - logits_profile_predictions_loss: 650.8550 - logcount_predictions_loss: 0.3133 2943/2968 [============================>.] - ETA: 3s - loss: 664.3570 - logits_profile_predictions_loss: 650.8548 - logcount_predictions_loss: 0.3133 2944/2968 [============================>.] - ETA: 3s - loss: 664.3567 - logits_profile_predictions_loss: 650.8546 - logcount_predictions_loss: 0.3133 2945/2968 [============================>.] - ETA: 3s - loss: 664.3564 - logits_profile_predictions_loss: 650.8543 - logcount_predictions_loss: 0.3133 2946/2968 [============================>.] - ETA: 3s - loss: 664.3562 - logits_profile_predictions_loss: 650.8541 - logcount_predictions_loss: 0.3133 2947/2968 [============================>.] - ETA: 2s - loss: 664.3559 - logits_profile_predictions_loss: 650.8539 - logcount_predictions_loss: 0.3133 2948/2968 [============================>.] - ETA: 2s - loss: 664.3556 - logits_profile_predictions_loss: 650.8537 - logcount_predictions_loss: 0.3133 2949/2968 [============================>.] - ETA: 2s - loss: 664.3554 - logits_profile_predictions_loss: 650.8535 - logcount_predictions_loss: 0.3133 2950/2968 [============================>.] - ETA: 2s - loss: 664.3551 - logits_profile_predictions_loss: 650.8532 - logcount_predictions_loss: 0.3133 2951/2968 [============================>.] - ETA: 2s - loss: 664.3549 - logits_profile_predictions_loss: 650.8530 - logcount_predictions_loss: 0.3133 2952/2968 [============================>.] - ETA: 2s - loss: 664.3546 - logits_profile_predictions_loss: 650.8528 - logcount_predictions_loss: 0.3133 2953/2968 [============================>.] - ETA: 2s - loss: 664.3543 - logits_profile_predictions_loss: 650.8526 - logcount_predictions_loss: 0.3133 2954/2968 [============================>.] - ETA: 1s - loss: 664.3541 - logits_profile_predictions_loss: 650.8524 - logcount_predictions_loss: 0.3133 2955/2968 [============================>.] - ETA: 1s - loss: 664.3538 - logits_profile_predictions_loss: 650.8522 - logcount_predictions_loss: 0.3133 2956/2968 [============================>.] - ETA: 1s - loss: 664.3536 - logits_profile_predictions_loss: 650.8520 - logcount_predictions_loss: 0.3133 2957/2968 [============================>.] - ETA: 1s - loss: 664.3533 - logits_profile_predictions_loss: 650.8518 - logcount_predictions_loss: 0.3133 2958/2968 [============================>.] - ETA: 1s - loss: 664.3531 - logits_profile_predictions_loss: 650.8516 - logcount_predictions_loss: 0.3133 2959/2968 [============================>.] - ETA: 1s - loss: 664.3529 - logits_profile_predictions_loss: 650.8514 - logcount_predictions_loss: 0.3133 2960/2968 [============================>.] - ETA: 1s - loss: 664.3526 - logits_profile_predictions_loss: 650.8512 - logcount_predictions_loss: 0.3133 2961/2968 [============================>.] - ETA: 0s - loss: 664.3524 - logits_profile_predictions_loss: 650.8510 - logcount_predictions_loss: 0.3133 2962/2968 [============================>.] - ETA: 0s - loss: 664.3522 - logits_profile_predictions_loss: 650.8508 - logcount_predictions_loss: 0.3133 2963/2968 [============================>.] - ETA: 0s - loss: 664.3519 - logits_profile_predictions_loss: 650.8506 - logcount_predictions_loss: 0.3133 2964/2968 [============================>.] - ETA: 0s - loss: 664.3517 - logits_profile_predictions_loss: 650.8504 - logcount_predictions_loss: 0.3133 2965/2968 [============================>.] - ETA: 0s - loss: 664.3514 - logits_profile_predictions_loss: 650.8502 - logcount_predictions_loss: 0.3133 2966/2968 [============================>.] - ETA: 0s - loss: 664.3512 - logits_profile_predictions_loss: 650.8500 - logcount_predictions_loss: 0.3133 2967/2968 [============================>.] - ETA: 0s - loss: 664.3510 - logits_profile_predictions_loss: 650.8498 - logcount_predictions_loss: 0.3133 2968/2968 [==============================] - ETA: 0s - loss: 664.3508 - logits_profile_predictions_loss: 650.8496 - logcount_predictions_loss: 0.3133 2968/2968 [==============================] - 430s 145ms/step - loss: 664.3505 - logits_profile_predictions_loss: 650.8494 - logcount_predictions_loss: 0.3133 - val_loss: 682.6281 - val_logits_profile_predictions_loss: 665.9175 - val_logcount_predictions_loss: 0.3877 Epoch 00007: val_loss did not improve from 682.51215 Epoch 8/50 1/2968 [..............................] - ETA: 7:32 - loss: 666.0945 - logits_profile_predictions_loss: 654.9301 - logcount_predictions_loss: 0.2590 2/2968 [..............................] - ETA: 6:51 - loss: 662.3148 - logits_profile_predictions_loss: 650.8363 - logcount_predictions_loss: 0.2663 3/2968 [..............................] - ETA: 6:52 - loss: 667.9117 - logits_profile_predictions_loss: 656.0667 - logcount_predictions_loss: 0.2748 4/2968 [..............................] - ETA: 6:51 - loss: 669.6914 - logits_profile_predictions_loss: 657.6817 - logcount_predictions_loss: 0.2786 5/2968 [..............................] - ETA: 6:51 - loss: 668.4220 - logits_profile_predictions_loss: 656.4194 - logcount_predictions_loss: 0.2785 6/2968 [..............................] - ETA: 6:51 - loss: 668.6195 - logits_profile_predictions_loss: 656.5251 - logcount_predictions_loss: 0.2806 7/2968 [..............................] - ETA: 6:50 - loss: 667.7172 - logits_profile_predictions_loss: 655.5678 - logcount_predictions_loss: 0.2819 8/2968 [..............................] - ETA: 6:50 - loss: 666.9602 - logits_profile_predictions_loss: 654.7122 - logcount_predictions_loss: 0.2842 9/2968 [..............................] - ETA: 6:50 - loss: 666.2569 - logits_profile_predictions_loss: 653.9865 - logcount_predictions_loss: 0.2847 10/2968 [..............................] - ETA: 6:50 - loss: 665.8105 - logits_profile_predictions_loss: 653.5403 - logcount_predictions_loss: 0.2847 11/2968 [..............................] - ETA: 6:50 - loss: 665.7508 - logits_profile_predictions_loss: 653.4527 - logcount_predictions_loss: 0.2853 12/2968 [..............................] - ETA: 6:50 - loss: 665.1419 - logits_profile_predictions_loss: 652.8199 - logcount_predictions_loss: 0.2859 13/2968 [..............................] - ETA: 6:49 - loss: 664.6056 - logits_profile_predictions_loss: 652.2601 - logcount_predictions_loss: 0.2864 14/2968 [..............................] - ETA: 6:49 - loss: 664.1904 - logits_profile_predictions_loss: 651.8272 - logcount_predictions_loss: 0.2869 15/2968 [..............................] - ETA: 6:49 - loss: 663.7634 - logits_profile_predictions_loss: 651.3836 - logcount_predictions_loss: 0.2872 16/2968 [..............................] - ETA: 6:49 - loss: 663.4033 - logits_profile_predictions_loss: 650.9951 - logcount_predictions_loss: 0.2879 17/2968 [..............................] - ETA: 6:49 - loss: 663.1030 - logits_profile_predictions_loss: 650.6694 - logcount_predictions_loss: 0.2885 18/2968 [..............................] - ETA: 6:49 - loss: 662.9493 - logits_profile_predictions_loss: 650.4928 - logcount_predictions_loss: 0.2890 19/2968 [..............................] - ETA: 6:48 - loss: 662.8438 - logits_profile_predictions_loss: 650.3770 - logcount_predictions_loss: 0.2893 20/2968 [..............................] - ETA: 6:48 - loss: 662.7643 - logits_profile_predictions_loss: 650.2992 - logcount_predictions_loss: 0.2892 21/2968 [..............................] - ETA: 6:48 - loss: 662.7507 - logits_profile_predictions_loss: 650.2855 - logcount_predictions_loss: 0.2892 22/2968 [..............................] - ETA: 6:48 - loss: 662.8154 - logits_profile_predictions_loss: 650.3512 - logcount_predictions_loss: 0.2892 23/2968 [..............................] - ETA: 6:48 - loss: 662.8812 - logits_profile_predictions_loss: 650.4183 - logcount_predictions_loss: 0.2892 24/2968 [..............................] - ETA: 6:48 - loss: 662.9398 - logits_profile_predictions_loss: 650.4877 - logcount_predictions_loss: 0.2889 25/2968 [..............................] - ETA: 6:47 - loss: 663.0596 - logits_profile_predictions_loss: 650.6209 - logcount_predictions_loss: 0.2886 26/2968 [..............................] - ETA: 6:47 - loss: 663.2448 - logits_profile_predictions_loss: 650.8228 - logcount_predictions_loss: 0.2882 27/2968 [..............................] - ETA: 6:47 - loss: 663.4558 - logits_profile_predictions_loss: 651.0506 - logcount_predictions_loss: 0.2878 28/2968 [..............................] - ETA: 6:47 - loss: 663.6114 - logits_profile_predictions_loss: 651.2173 - logcount_predictions_loss: 0.2876 29/2968 [..............................] - ETA: 6:47 - loss: 663.7927 - logits_profile_predictions_loss: 651.4088 - logcount_predictions_loss: 0.2873 30/2968 [..............................] - ETA: 6:47 - loss: 663.9486 - logits_profile_predictions_loss: 651.5729 - logcount_predictions_loss: 0.2871 31/2968 [..............................] - ETA: 6:47 - loss: 664.0748 - logits_profile_predictions_loss: 651.7076 - logcount_predictions_loss: 0.2869 32/2968 [..............................] - ETA: 6:47 - loss: 664.1570 - logits_profile_predictions_loss: 651.7957 - logcount_predictions_loss: 0.2868 33/2968 [..............................] - ETA: 6:47 - loss: 664.1841 - logits_profile_predictions_loss: 651.8310 - logcount_predictions_loss: 0.2866 34/2968 [..............................] - ETA: 6:46 - loss: 664.1783 - logits_profile_predictions_loss: 651.8302 - logcount_predictions_loss: 0.2865 35/2968 [..............................] - ETA: 6:46 - loss: 664.1848 - logits_profile_predictions_loss: 651.8396 - logcount_predictions_loss: 0.2864 36/2968 [..............................] - ETA: 6:46 - loss: 664.2230 - logits_profile_predictions_loss: 651.8791 - logcount_predictions_loss: 0.2864 37/2968 [..............................] - ETA: 6:46 - loss: 664.2674 - logits_profile_predictions_loss: 651.9247 - logcount_predictions_loss: 0.2864 38/2968 [..............................] - ETA: 6:46 - loss: 664.4014 - logits_profile_predictions_loss: 652.0561 - logcount_predictions_loss: 0.2864 39/2968 [..............................] - ETA: 6:46 - loss: 664.4925 - logits_profile_predictions_loss: 652.1424 - logcount_predictions_loss: 0.2865 40/2968 [..............................] - ETA: 6:46 - loss: 664.6090 - logits_profile_predictions_loss: 652.2547 - logcount_predictions_loss: 0.2866 41/2968 [..............................] - ETA: 6:46 - loss: 664.7176 - logits_profile_predictions_loss: 652.3566 - logcount_predictions_loss: 0.2868 42/2968 [..............................] - ETA: 6:46 - loss: 664.8097 - logits_profile_predictions_loss: 652.4403 - logcount_predictions_loss: 0.2870 43/2968 [..............................] - ETA: 6:46 - loss: 664.8920 - logits_profile_predictions_loss: 652.5138 - logcount_predictions_loss: 0.2872 44/2968 [..............................] - ETA: 6:46 - loss: 664.9295 - logits_profile_predictions_loss: 652.5423 - logcount_predictions_loss: 0.2874 45/2968 [..............................] - ETA: 6:46 - loss: 664.9381 - logits_profile_predictions_loss: 652.5447 - logcount_predictions_loss: 0.2876 46/2968 [..............................] - ETA: 6:46 - loss: 664.9505 - logits_profile_predictions_loss: 652.5505 - logcount_predictions_loss: 0.2877 47/2968 [..............................] - ETA: 6:45 - loss: 664.9341 - logits_profile_predictions_loss: 652.5289 - logcount_predictions_loss: 0.2878 48/2968 [..............................] - ETA: 6:45 - loss: 664.8777 - logits_profile_predictions_loss: 652.4667 - logcount_predictions_loss: 0.2880 49/2968 [..............................] - ETA: 6:45 - loss: 664.8546 - logits_profile_predictions_loss: 652.4358 - logcount_predictions_loss: 0.2881 50/2968 [..............................] - ETA: 6:45 - loss: 664.8347 - logits_profile_predictions_loss: 652.4072 - logcount_predictions_loss: 0.2883 51/2968 [..............................] - ETA: 6:45 - loss: 664.8256 - logits_profile_predictions_loss: 652.3895 - logcount_predictions_loss: 0.2885 52/2968 [..............................] - ETA: 6:45 - loss: 664.8110 - logits_profile_predictions_loss: 652.3671 - logcount_predictions_loss: 0.2887 53/2968 [..............................] - ETA: 6:44 - loss: 664.7814 - logits_profile_predictions_loss: 652.3279 - logcount_predictions_loss: 0.2889 54/2968 [..............................] - ETA: 6:44 - loss: 664.7499 - logits_profile_predictions_loss: 652.2853 - logcount_predictions_loss: 0.2892 55/2968 [..............................] - ETA: 6:44 - loss: 664.7040 - logits_profile_predictions_loss: 652.2302 - logcount_predictions_loss: 0.2894 56/2968 [..............................] - ETA: 6:44 - loss: 664.6535 - logits_profile_predictions_loss: 652.1700 - logcount_predictions_loss: 0.2896 57/2968 [..............................] - ETA: 6:44 - loss: 664.6136 - logits_profile_predictions_loss: 652.1213 - logcount_predictions_loss: 0.2898 58/2968 [..............................] - ETA: 6:44 - loss: 664.5688 - logits_profile_predictions_loss: 652.0677 - logcount_predictions_loss: 0.2900 59/2968 [..............................] - ETA: 6:44 - loss: 664.5256 - logits_profile_predictions_loss: 652.0168 - logcount_predictions_loss: 0.2902 60/2968 [..............................] - ETA: 6:43 - loss: 664.4813 - logits_profile_predictions_loss: 651.9630 - logcount_predictions_loss: 0.2904 61/2968 [..............................] - ETA: 6:43 - loss: 664.4483 - logits_profile_predictions_loss: 651.9218 - logcount_predictions_loss: 0.2906 62/2968 [..............................] - ETA: 6:43 - loss: 664.3979 - logits_profile_predictions_loss: 651.8630 - logcount_predictions_loss: 0.2908 63/2968 [..............................] - ETA: 6:43 - loss: 664.3594 - logits_profile_predictions_loss: 651.8159 - logcount_predictions_loss: 0.2910 64/2968 [..............................] - ETA: 6:43 - loss: 664.3238 - logits_profile_predictions_loss: 651.7722 - logcount_predictions_loss: 0.2912 65/2968 [..............................] - ETA: 6:43 - loss: 664.2853 - logits_profile_predictions_loss: 651.7254 - logcount_predictions_loss: 0.2914 66/2968 [..............................] - ETA: 6:42 - loss: 664.2498 - logits_profile_predictions_loss: 651.6802 - logcount_predictions_loss: 0.2916 67/2968 [..............................] - ETA: 6:42 - loss: 664.2125 - logits_profile_predictions_loss: 651.6342 - logcount_predictions_loss: 0.2918 68/2968 [..............................] - ETA: 6:42 - loss: 664.1687 - logits_profile_predictions_loss: 651.5819 - logcount_predictions_loss: 0.2920 69/2968 [..............................] - ETA: 6:42 - loss: 664.1239 - logits_profile_predictions_loss: 651.5287 - logcount_predictions_loss: 0.2922 70/2968 [..............................] - ETA: 6:42 - loss: 664.0698 - logits_profile_predictions_loss: 651.4666 - logcount_predictions_loss: 0.2924 71/2968 [..............................] - ETA: 6:42 - loss: 664.0151 - logits_profile_predictions_loss: 651.4031 - logcount_predictions_loss: 0.2926 72/2968 [..............................] - ETA: 6:42 - loss: 663.9631 - logits_profile_predictions_loss: 651.3431 - logcount_predictions_loss: 0.2928 73/2968 [..............................] - ETA: 6:41 - loss: 663.9117 - logits_profile_predictions_loss: 651.2834 - logcount_predictions_loss: 0.2930 74/2968 [..............................] - ETA: 6:41 - loss: 663.8643 - logits_profile_predictions_loss: 651.2281 - logcount_predictions_loss: 0.2932 75/2968 [..............................] - ETA: 6:41 - loss: 663.8221 - logits_profile_predictions_loss: 651.1781 - logcount_predictions_loss: 0.2934 76/2968 [..............................] - ETA: 6:41 - loss: 663.7736 - logits_profile_predictions_loss: 651.1211 - logcount_predictions_loss: 0.2936 77/2968 [..............................] - ETA: 6:41 - loss: 663.7254 - logits_profile_predictions_loss: 651.0650 - logcount_predictions_loss: 0.2937 78/2968 [..............................] - ETA: 6:41 - loss: 663.6810 - logits_profile_predictions_loss: 651.0131 - logcount_predictions_loss: 0.2939 79/2968 [..............................] - ETA: 6:41 - loss: 663.6437 - logits_profile_predictions_loss: 650.9685 - logcount_predictions_loss: 0.2941 80/2968 [..............................] - ETA: 6:40 - loss: 663.5990 - logits_profile_predictions_loss: 650.9167 - logcount_predictions_loss: 0.2943 81/2968 [..............................] - ETA: 6:40 - loss: 663.5448 - logits_profile_predictions_loss: 650.8559 - logcount_predictions_loss: 0.2944 82/2968 [..............................] - ETA: 6:40 - loss: 663.4972 - logits_profile_predictions_loss: 650.8020 - logcount_predictions_loss: 0.2946 83/2968 [..............................] - ETA: 6:40 - loss: 663.4538 - logits_profile_predictions_loss: 650.7528 - logcount_predictions_loss: 0.2947 84/2968 [..............................] - ETA: 6:40 - loss: 663.4151 - logits_profile_predictions_loss: 650.7088 - logcount_predictions_loss: 0.2948 85/2968 [..............................] - ETA: 6:40 - loss: 663.3763 - logits_profile_predictions_loss: 650.6656 - logcount_predictions_loss: 0.2949 86/2968 [..............................] - ETA: 6:40 - loss: 663.3338 - logits_profile_predictions_loss: 650.6187 - logcount_predictions_loss: 0.2950 87/2968 [..............................] - ETA: 6:39 - loss: 663.2921 - logits_profile_predictions_loss: 650.5727 - logcount_predictions_loss: 0.2951 88/2968 [..............................] - ETA: 6:39 - loss: 663.2536 - logits_profile_predictions_loss: 650.5299 - logcount_predictions_loss: 0.2952 89/2968 [..............................] - ETA: 6:39 - loss: 663.2175 - logits_profile_predictions_loss: 650.4896 - logcount_predictions_loss: 0.2953 90/2968 [..............................] - ETA: 6:39 - loss: 663.1861 - logits_profile_predictions_loss: 650.4547 - logcount_predictions_loss: 0.2954 91/2968 [..............................] - ETA: 6:39 - loss: 663.1547 - logits_profile_predictions_loss: 650.4200 - logcount_predictions_loss: 0.2955 92/2968 [..............................] - ETA: 6:39 - loss: 663.1295 - logits_profile_predictions_loss: 650.3919 - logcount_predictions_loss: 0.2955 93/2968 [..............................] - ETA: 6:39 - loss: 663.1024 - logits_profile_predictions_loss: 650.3622 - logcount_predictions_loss: 0.2956 94/2968 [..............................] - ETA: 6:38 - loss: 663.0852 - logits_profile_predictions_loss: 650.3425 - logcount_predictions_loss: 0.2957 95/2968 [..............................] - ETA: 6:38 - loss: 663.0683 - logits_profile_predictions_loss: 650.3232 - logcount_predictions_loss: 0.2957 96/2968 [..............................] - ETA: 6:38 - loss: 663.0588 - logits_profile_predictions_loss: 650.3116 - logcount_predictions_loss: 0.2958 97/2968 [..............................] - ETA: 6:38 - loss: 663.0557 - logits_profile_predictions_loss: 650.3068 - logcount_predictions_loss: 0.2958 98/2968 [..............................] - ETA: 6:38 - 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[>.............................] - ETA: 6:35 - loss: 662.7976 - logits_profile_predictions_loss: 650.0234 - logcount_predictions_loss: 0.2964 119/2968 [>.............................] - ETA: 6:35 - loss: 662.7814 - logits_profile_predictions_loss: 650.0059 - logcount_predictions_loss: 0.2964 120/2968 [>.............................] - ETA: 6:35 - loss: 662.7621 - logits_profile_predictions_loss: 649.9857 - logcount_predictions_loss: 0.2964 121/2968 [>.............................] - ETA: 6:35 - loss: 662.7409 - logits_profile_predictions_loss: 649.9638 - logcount_predictions_loss: 0.2965 122/2968 [>.............................] - ETA: 6:34 - loss: 662.7226 - logits_profile_predictions_loss: 649.9448 - logcount_predictions_loss: 0.2965 123/2968 [>.............................] - ETA: 6:34 - loss: 662.7044 - logits_profile_predictions_loss: 649.9257 - logcount_predictions_loss: 0.2965 124/2968 [>.............................] - ETA: 6:34 - loss: 662.6826 - 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[>.............................] - ETA: 6:29 - loss: 662.0591 - logits_profile_predictions_loss: 649.2627 - logcount_predictions_loss: 0.2969 158/2968 [>.............................] - ETA: 6:29 - loss: 662.0383 - logits_profile_predictions_loss: 649.2414 - logcount_predictions_loss: 0.2969 159/2968 [>.............................] - ETA: 6:29 - loss: 662.0164 - logits_profile_predictions_loss: 649.2192 - logcount_predictions_loss: 0.2969 160/2968 [>.............................] - ETA: 6:29 - loss: 661.9961 - logits_profile_predictions_loss: 649.1984 - logcount_predictions_loss: 0.2969 161/2968 [>.............................] - ETA: 6:29 - loss: 661.9763 - logits_profile_predictions_loss: 649.1781 - logcount_predictions_loss: 0.2969 162/2968 [>.............................] - ETA: 6:29 - loss: 661.9570 - logits_profile_predictions_loss: 649.1584 - logcount_predictions_loss: 0.2969 163/2968 [>.............................] - ETA: 6:29 - loss: 661.9363 - 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[>.............................] - ETA: 6:24 - loss: 661.1508 - logits_profile_predictions_loss: 648.3420 - logcount_predictions_loss: 0.2972 197/2968 [>.............................] - ETA: 6:24 - loss: 661.1322 - logits_profile_predictions_loss: 648.3228 - logcount_predictions_loss: 0.2972 198/2968 [=>............................] - ETA: 6:24 - loss: 661.1132 - logits_profile_predictions_loss: 648.3033 - logcount_predictions_loss: 0.2972 199/2968 [=>............................] - ETA: 6:24 - loss: 661.0945 - logits_profile_predictions_loss: 648.2840 - logcount_predictions_loss: 0.2972 200/2968 [=>............................] - ETA: 6:23 - loss: 661.0761 - logits_profile_predictions_loss: 648.2649 - logcount_predictions_loss: 0.2972 201/2968 [=>............................] - ETA: 6:23 - loss: 661.0584 - logits_profile_predictions_loss: 648.2464 - logcount_predictions_loss: 0.2973 202/2968 [=>............................] - ETA: 6:23 - loss: 661.0415 - 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logits_profile_predictions_loss: 648.0257 - logcount_predictions_loss: 0.2974 216/2968 [=>............................] - ETA: 6:21 - loss: 660.8324 - logits_profile_predictions_loss: 648.0127 - logcount_predictions_loss: 0.2974 217/2968 [=>............................] - ETA: 6:21 - loss: 660.8202 - logits_profile_predictions_loss: 648.0000 - logcount_predictions_loss: 0.2975 218/2968 [=>............................] - ETA: 6:21 - loss: 660.8087 - logits_profile_predictions_loss: 647.9879 - logcount_predictions_loss: 0.2975 219/2968 [=>............................] - ETA: 6:21 - loss: 660.7976 - logits_profile_predictions_loss: 647.9762 - logcount_predictions_loss: 0.2975 220/2968 [=>............................] - ETA: 6:21 - loss: 660.7876 - logits_profile_predictions_loss: 647.9657 - logcount_predictions_loss: 0.2975 221/2968 [=>............................] - ETA: 6:21 - loss: 660.7773 - logits_profile_predictions_loss: 647.9548 - logcount_predictions_loss: 0.2975 222/2968 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[=>............................] - ETA: 6:13 - loss: 660.1574 - logits_profile_predictions_loss: 647.3326 - logcount_predictions_loss: 0.2976 275/2968 [=>............................] - ETA: 6:13 - loss: 660.1454 - logits_profile_predictions_loss: 647.3206 - logcount_predictions_loss: 0.2976 276/2968 [=>............................] - ETA: 6:13 - loss: 660.1338 - logits_profile_predictions_loss: 647.3089 - logcount_predictions_loss: 0.2976 277/2968 [=>............................] - ETA: 6:13 - loss: 660.1222 - logits_profile_predictions_loss: 647.2972 - logcount_predictions_loss: 0.2976 278/2968 [=>............................] - ETA: 6:13 - loss: 660.1109 - logits_profile_predictions_loss: 647.2859 - logcount_predictions_loss: 0.2976 279/2968 [=>............................] - ETA: 6:13 - loss: 660.1005 - logits_profile_predictions_loss: 647.2755 - logcount_predictions_loss: 0.2976 280/2968 [=>............................] - ETA: 6:12 - loss: 660.0906 - 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[============================>.] - ETA: 0s - loss: 660.2411 - logits_profile_predictions_loss: 647.6250 - logcount_predictions_loss: 0.2927 2967/2968 [============================>.] - ETA: 0s - loss: 660.2413 - logits_profile_predictions_loss: 647.6252 - logcount_predictions_loss: 0.2927 2968/2968 [==============================] - ETA: 0s - loss: 660.2415 - logits_profile_predictions_loss: 647.6255 - logcount_predictions_loss: 0.2927 2968/2968 [==============================] - 430s 145ms/step - loss: 660.2417 - logits_profile_predictions_loss: 647.6257 - logcount_predictions_loss: 0.2927 - val_loss: 682.2222 - val_logits_profile_predictions_loss: 665.6913 - val_logcount_predictions_loss: 0.3835 Epoch 00008: val_loss improved from 682.51215 to 682.22217, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 9/50 1/2968 [..............................] - ETA: 7:40 - loss: 612.0711 - 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[..............................] - ETA: 6:51 - loss: 630.6878 - logits_profile_predictions_loss: 618.1613 - logcount_predictions_loss: 0.2906 9/2968 [..............................] - ETA: 6:51 - loss: 631.0375 - logits_profile_predictions_loss: 618.6146 - logcount_predictions_loss: 0.2882 10/2968 [..............................] - ETA: 6:51 - loss: 631.1248 - logits_profile_predictions_loss: 618.7965 - logcount_predictions_loss: 0.2860 11/2968 [..............................] - ETA: 6:51 - loss: 631.4967 - logits_profile_predictions_loss: 619.2663 - logcount_predictions_loss: 0.2838 12/2968 [..............................] - ETA: 6:50 - loss: 632.1845 - logits_profile_predictions_loss: 620.0485 - logcount_predictions_loss: 0.2816 13/2968 [..............................] - ETA: 6:50 - loss: 632.8649 - logits_profile_predictions_loss: 620.8100 - logcount_predictions_loss: 0.2797 14/2968 [..............................] - ETA: 6:50 - loss: 633.8473 - logits_profile_predictions_loss: 621.8661 - logcount_predictions_loss: 0.2780 15/2968 [..............................] - ETA: 6:50 - loss: 634.6517 - logits_profile_predictions_loss: 622.7387 - logcount_predictions_loss: 0.2764 16/2968 [..............................] - ETA: 6:50 - loss: 635.3603 - logits_profile_predictions_loss: 623.5136 - logcount_predictions_loss: 0.2749 17/2968 [..............................] - ETA: 6:49 - loss: 636.0382 - logits_profile_predictions_loss: 624.2484 - logcount_predictions_loss: 0.2735 18/2968 [..............................] - ETA: 6:49 - loss: 636.7365 - logits_profile_predictions_loss: 624.9993 - logcount_predictions_loss: 0.2723 19/2968 [..............................] - ETA: 6:49 - loss: 637.3032 - logits_profile_predictions_loss: 625.6177 - logcount_predictions_loss: 0.2711 20/2968 [..............................] - ETA: 6:49 - loss: 637.8763 - logits_profile_predictions_loss: 626.2298 - logcount_predictions_loss: 0.2702 21/2968 [..............................] - ETA: 6:49 - 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[..............................] - ETA: 6:45 - loss: 643.4035 - logits_profile_predictions_loss: 632.0650 - logcount_predictions_loss: 0.2631 42/2968 [..............................] - ETA: 6:45 - loss: 643.5977 - logits_profile_predictions_loss: 632.2583 - logcount_predictions_loss: 0.2631 43/2968 [..............................] - ETA: 6:45 - loss: 643.7832 - logits_profile_predictions_loss: 632.4422 - logcount_predictions_loss: 0.2631 44/2968 [..............................] - ETA: 6:45 - loss: 643.9565 - logits_profile_predictions_loss: 632.6143 - logcount_predictions_loss: 0.2632 45/2968 [..............................] - ETA: 6:45 - loss: 644.1473 - logits_profile_predictions_loss: 632.8043 - logcount_predictions_loss: 0.2632 46/2968 [..............................] - ETA: 6:45 - loss: 644.3577 - logits_profile_predictions_loss: 633.0119 - logcount_predictions_loss: 0.2632 47/2968 [..............................] - ETA: 6:45 - loss: 644.5319 - logits_profile_predictions_loss: 633.1834 - logcount_predictions_loss: 0.2633 48/2968 [..............................] - ETA: 6:44 - loss: 644.6843 - logits_profile_predictions_loss: 633.3326 - logcount_predictions_loss: 0.2634 49/2968 [..............................] - ETA: 6:44 - loss: 644.8301 - logits_profile_predictions_loss: 633.4754 - logcount_predictions_loss: 0.2634 50/2968 [..............................] - ETA: 6:44 - loss: 644.9572 - logits_profile_predictions_loss: 633.5993 - logcount_predictions_loss: 0.2635 51/2968 [..............................] - ETA: 6:44 - loss: 645.0851 - logits_profile_predictions_loss: 633.7250 - logcount_predictions_loss: 0.2636 52/2968 [..............................] - ETA: 6:44 - loss: 645.1934 - logits_profile_predictions_loss: 633.8292 - logcount_predictions_loss: 0.2637 53/2968 [..............................] - ETA: 6:44 - loss: 645.3078 - logits_profile_predictions_loss: 633.9399 - logcount_predictions_loss: 0.2638 54/2968 [..............................] - ETA: 6:44 - 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[..............................] - ETA: 6:41 - loss: 646.7816 - logits_profile_predictions_loss: 635.3883 - logcount_predictions_loss: 0.2643 75/2968 [..............................] - ETA: 6:41 - loss: 646.8171 - logits_profile_predictions_loss: 635.4243 - logcount_predictions_loss: 0.2643 76/2968 [..............................] - ETA: 6:40 - loss: 646.8697 - logits_profile_predictions_loss: 635.4779 - logcount_predictions_loss: 0.2643 77/2968 [..............................] - ETA: 6:40 - loss: 646.9204 - logits_profile_predictions_loss: 635.5295 - logcount_predictions_loss: 0.2643 78/2968 [..............................] - ETA: 6:40 - loss: 646.9705 - logits_profile_predictions_loss: 635.5803 - logcount_predictions_loss: 0.2643 79/2968 [..............................] - ETA: 6:40 - loss: 647.0089 - logits_profile_predictions_loss: 635.6190 - logcount_predictions_loss: 0.2643 80/2968 [..............................] - ETA: 6:40 - loss: 647.0468 - logits_profile_predictions_loss: 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[>.............................] - ETA: 6:33 - loss: 649.0337 - logits_profile_predictions_loss: 637.6521 - logcount_predictions_loss: 0.2641 134/2968 [>.............................] - ETA: 6:33 - loss: 649.0644 - logits_profile_predictions_loss: 637.6827 - logcount_predictions_loss: 0.2641 135/2968 [>.............................] - ETA: 6:32 - loss: 649.0918 - logits_profile_predictions_loss: 637.7102 - logcount_predictions_loss: 0.2641 136/2968 [>.............................] - ETA: 6:32 - loss: 649.1182 - logits_profile_predictions_loss: 637.7368 - logcount_predictions_loss: 0.2641 137/2968 [>.............................] - ETA: 6:32 - loss: 649.1463 - logits_profile_predictions_loss: 637.7649 - logcount_predictions_loss: 0.2641 138/2968 [>.............................] - ETA: 6:32 - loss: 649.1725 - logits_profile_predictions_loss: 637.7912 - logcount_predictions_loss: 0.2641 139/2968 [>.............................] - ETA: 6:32 - loss: 649.2000 - 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[>.............................] - ETA: 6:31 - loss: 649.3946 - logits_profile_predictions_loss: 638.0138 - logcount_predictions_loss: 0.2641 147/2968 [>.............................] - ETA: 6:31 - loss: 649.4228 - logits_profile_predictions_loss: 638.0420 - logcount_predictions_loss: 0.2641 148/2968 [>.............................] - ETA: 6:31 - loss: 649.4529 - logits_profile_predictions_loss: 638.0720 - logcount_predictions_loss: 0.2641 149/2968 [>.............................] - ETA: 6:31 - loss: 649.4829 - logits_profile_predictions_loss: 638.1020 - logcount_predictions_loss: 0.2641 150/2968 [>.............................] - ETA: 6:30 - loss: 649.5119 - logits_profile_predictions_loss: 638.1310 - logcount_predictions_loss: 0.2641 151/2968 [>.............................] - ETA: 6:30 - loss: 649.5388 - logits_profile_predictions_loss: 638.1580 - logcount_predictions_loss: 0.2641 152/2968 [>.............................] - ETA: 6:30 - loss: 649.5637 - 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[===>..........................] - ETA: 5:50 - loss: 653.6191 - logits_profile_predictions_loss: 642.1359 - logcount_predictions_loss: 0.2664 446/2968 [===>..........................] - ETA: 5:50 - loss: 653.6268 - logits_profile_predictions_loss: 642.1433 - logcount_predictions_loss: 0.2664 447/2968 [===>..........................] - ETA: 5:49 - loss: 653.6345 - logits_profile_predictions_loss: 642.1506 - logcount_predictions_loss: 0.2665 448/2968 [===>..........................] - ETA: 5:49 - loss: 653.6425 - logits_profile_predictions_loss: 642.1582 - logcount_predictions_loss: 0.2665 449/2968 [===>..........................] - ETA: 5:49 - loss: 653.6506 - logits_profile_predictions_loss: 642.1659 - logcount_predictions_loss: 0.2665 450/2968 [===>..........................] - ETA: 5:49 - loss: 653.6586 - logits_profile_predictions_loss: 642.1735 - logcount_predictions_loss: 0.2665 451/2968 [===>..........................] - ETA: 5:49 - loss: 653.6666 - 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[===>..........................] - ETA: 5:48 - loss: 653.7194 - logits_profile_predictions_loss: 642.2315 - logcount_predictions_loss: 0.2665 459/2968 [===>..........................] - ETA: 5:48 - loss: 653.7263 - logits_profile_predictions_loss: 642.2381 - logcount_predictions_loss: 0.2666 460/2968 [===>..........................] - ETA: 5:48 - loss: 653.7334 - logits_profile_predictions_loss: 642.2449 - logcount_predictions_loss: 0.2666 461/2968 [===>..........................] - ETA: 5:48 - loss: 653.7405 - logits_profile_predictions_loss: 642.2516 - logcount_predictions_loss: 0.2666 462/2968 [===>..........................] - ETA: 5:47 - loss: 653.7474 - logits_profile_predictions_loss: 642.2581 - logcount_predictions_loss: 0.2666 463/2968 [===>..........................] - ETA: 5:47 - loss: 653.7542 - logits_profile_predictions_loss: 642.2646 - logcount_predictions_loss: 0.2666 464/2968 [===>..........................] - ETA: 5:47 - loss: 653.7610 - 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[===>..........................] - ETA: 5:44 - loss: 653.8834 - logits_profile_predictions_loss: 642.3872 - logcount_predictions_loss: 0.2667 485/2968 [===>..........................] - ETA: 5:44 - loss: 653.8894 - logits_profile_predictions_loss: 642.3929 - logcount_predictions_loss: 0.2667 486/2968 [===>..........................] - ETA: 5:44 - loss: 653.8955 - logits_profile_predictions_loss: 642.3987 - logcount_predictions_loss: 0.2668 487/2968 [===>..........................] - ETA: 5:44 - loss: 653.9014 - logits_profile_predictions_loss: 642.4043 - logcount_predictions_loss: 0.2668 488/2968 [===>..........................] - ETA: 5:44 - loss: 653.9072 - logits_profile_predictions_loss: 642.4098 - logcount_predictions_loss: 0.2668 489/2968 [===>..........................] - ETA: 5:44 - loss: 653.9131 - logits_profile_predictions_loss: 642.4154 - logcount_predictions_loss: 0.2668 490/2968 [===>..........................] - ETA: 5:43 - loss: 653.9189 - logits_profile_predictions_loss: 642.4209 - logcount_predictions_loss: 0.2668 491/2968 [===>..........................] - ETA: 5:43 - loss: 653.9245 - logits_profile_predictions_loss: 642.4262 - logcount_predictions_loss: 0.2668 492/2968 [===>..........................] - ETA: 5:43 - loss: 653.9300 - logits_profile_predictions_loss: 642.4314 - logcount_predictions_loss: 0.2668 493/2968 [===>..........................] - ETA: 5:43 - loss: 653.9355 - logits_profile_predictions_loss: 642.4366 - logcount_predictions_loss: 0.2668 494/2968 [===>..........................] - ETA: 5:43 - loss: 653.9409 - logits_profile_predictions_loss: 642.4417 - logcount_predictions_loss: 0.2668 495/2968 [====>.........................] - ETA: 5:43 - loss: 653.9462 - logits_profile_predictions_loss: 642.4467 - logcount_predictions_loss: 0.2668 496/2968 [====>.........................] - ETA: 5:43 - loss: 653.9513 - logits_profile_predictions_loss: 642.4514 - logcount_predictions_loss: 0.2668 497/2968 [====>.........................] - ETA: 5:43 - loss: 653.9568 - logits_profile_predictions_loss: 642.4566 - logcount_predictions_loss: 0.2668 498/2968 [====>.........................] - ETA: 5:42 - loss: 653.9621 - logits_profile_predictions_loss: 642.4616 - logcount_predictions_loss: 0.2668 499/2968 [====>.........................] - ETA: 5:42 - loss: 653.9675 - logits_profile_predictions_loss: 642.4667 - logcount_predictions_loss: 0.2668 500/2968 [====>.........................] - ETA: 5:42 - loss: 653.9728 - logits_profile_predictions_loss: 642.4717 - logcount_predictions_loss: 0.2669 501/2968 [====>.........................] - ETA: 5:42 - loss: 653.9780 - logits_profile_predictions_loss: 642.4765 - logcount_predictions_loss: 0.2669 502/2968 [====>.........................] - ETA: 5:42 - loss: 653.9831 - logits_profile_predictions_loss: 642.4813 - logcount_predictions_loss: 0.2669 503/2968 [====>.........................] - ETA: 5:42 - loss: 653.9879 - 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[============================>.] - ETA: 4s - loss: 657.5215 - logits_profile_predictions_loss: 645.7906 - logcount_predictions_loss: 0.2722 2936/2968 [============================>.] - ETA: 4s - loss: 657.5216 - logits_profile_predictions_loss: 645.7907 - logcount_predictions_loss: 0.2722 2937/2968 [============================>.] - ETA: 4s - loss: 657.5217 - logits_profile_predictions_loss: 645.7908 - logcount_predictions_loss: 0.2722 2938/2968 [============================>.] - ETA: 4s - loss: 657.5218 - logits_profile_predictions_loss: 645.7909 - logcount_predictions_loss: 0.2722 2939/2968 [============================>.] - ETA: 4s - loss: 657.5219 - logits_profile_predictions_loss: 645.7910 - logcount_predictions_loss: 0.2722 2940/2968 [============================>.] - ETA: 3s - loss: 657.5220 - logits_profile_predictions_loss: 645.7912 - logcount_predictions_loss: 0.2722 2941/2968 [============================>.] - ETA: 3s - loss: 657.5221 - logits_profile_predictions_loss: 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[==============================] - ETA: 0s - loss: 657.5261 - logits_profile_predictions_loss: 645.7957 - logcount_predictions_loss: 0.2722 2968/2968 [==============================] - 430s 145ms/step - loss: 657.5263 - logits_profile_predictions_loss: 645.7959 - logcount_predictions_loss: 0.2722 - val_loss: 681.9597 - val_logits_profile_predictions_loss: 665.8362 - val_logcount_predictions_loss: 0.3741 Epoch 00009: val_loss improved from 682.22217 to 681.95972, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 10/50 1/2968 [..............................] - ETA: 7:41 - loss: 621.3033 - logits_profile_predictions_loss: 608.4592 - logcount_predictions_loss: 0.2980 2/2968 [..............................] - ETA: 7:14 - loss: 630.4445 - logits_profile_predictions_loss: 617.9741 - logcount_predictions_loss: 0.2893 3/2968 [..............................] - ETA: 7:03 - loss: 645.8056 - logits_profile_predictions_loss: 633.6913 - logcount_predictions_loss: 0.2811 4/2968 [..............................] - ETA: 6:58 - loss: 652.9111 - logits_profile_predictions_loss: 641.1161 - logcount_predictions_loss: 0.2737 5/2968 [..............................] - ETA: 6:57 - loss: 658.9889 - logits_profile_predictions_loss: 647.3284 - logcount_predictions_loss: 0.2705 6/2968 [..............................] - ETA: 6:55 - loss: 662.4366 - logits_profile_predictions_loss: 650.8363 - logcount_predictions_loss: 0.2691 7/2968 [..............................] - ETA: 6:55 - loss: 664.9499 - logits_profile_predictions_loss: 653.3699 - logcount_predictions_loss: 0.2687 8/2968 [..............................] - ETA: 6:54 - loss: 666.0687 - logits_profile_predictions_loss: 654.5331 - logcount_predictions_loss: 0.2676 9/2968 [..............................] - ETA: 6:53 - loss: 666.6033 - logits_profile_predictions_loss: 655.1389 - logcount_predictions_loss: 0.2660 10/2968 [..............................] - ETA: 6:53 - loss: 666.8251 - logits_profile_predictions_loss: 655.3676 - logcount_predictions_loss: 0.2658 11/2968 [..............................] - ETA: 6:52 - loss: 666.6479 - logits_profile_predictions_loss: 655.1938 - logcount_predictions_loss: 0.2658 12/2968 [..............................] - ETA: 6:52 - loss: 666.5612 - logits_profile_predictions_loss: 655.1360 - logcount_predictions_loss: 0.2651 13/2968 [..............................] - ETA: 6:52 - loss: 666.4889 - logits_profile_predictions_loss: 655.0823 - logcount_predictions_loss: 0.2647 14/2968 [..............................] - ETA: 6:51 - loss: 666.5119 - logits_profile_predictions_loss: 655.1353 - logcount_predictions_loss: 0.2640 15/2968 [..............................] - ETA: 6:51 - loss: 666.4041 - logits_profile_predictions_loss: 655.0471 - logcount_predictions_loss: 0.2635 16/2968 [..............................] - ETA: 6:51 - loss: 666.0511 - logits_profile_predictions_loss: 654.7105 - logcount_predictions_loss: 0.2631 17/2968 [..............................] - ETA: 6:50 - loss: 665.6999 - logits_profile_predictions_loss: 654.3832 - logcount_predictions_loss: 0.2626 18/2968 [..............................] - ETA: 6:50 - loss: 665.0874 - logits_profile_predictions_loss: 653.8017 - logcount_predictions_loss: 0.2619 19/2968 [..............................] - ETA: 6:50 - loss: 664.6158 - logits_profile_predictions_loss: 653.3715 - logcount_predictions_loss: 0.2609 20/2968 [..............................] - ETA: 6:50 - loss: 664.2715 - logits_profile_predictions_loss: 653.0619 - logcount_predictions_loss: 0.2601 21/2968 [..............................] - ETA: 6:49 - loss: 664.0051 - logits_profile_predictions_loss: 652.8383 - logcount_predictions_loss: 0.2591 22/2968 [..............................] - ETA: 6:49 - loss: 663.8482 - logits_profile_predictions_loss: 652.7218 - logcount_predictions_loss: 0.2582 23/2968 [..............................] - ETA: 6:49 - 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30/2968 [..............................] - ETA: 6:48 - loss: 662.9178 - logits_profile_predictions_loss: 651.8706 - logcount_predictions_loss: 0.2563 31/2968 [..............................] - ETA: 6:48 - loss: 662.8551 - logits_profile_predictions_loss: 651.8101 - logcount_predictions_loss: 0.2563 32/2968 [..............................] - ETA: 6:47 - loss: 662.8102 - logits_profile_predictions_loss: 651.7694 - logcount_predictions_loss: 0.2562 33/2968 [..............................] - ETA: 6:47 - loss: 662.7154 - logits_profile_predictions_loss: 651.6798 - logcount_predictions_loss: 0.2560 34/2968 [..............................] - ETA: 6:47 - loss: 662.6846 - logits_profile_predictions_loss: 651.6525 - logcount_predictions_loss: 0.2560 35/2968 [..............................] - ETA: 6:47 - loss: 662.6692 - logits_profile_predictions_loss: 651.6413 - logcount_predictions_loss: 0.2559 36/2968 [..............................] - ETA: 6:47 - loss: 662.6724 - 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[..............................] - ETA: 6:46 - loss: 662.2857 - logits_profile_predictions_loss: 651.2647 - logcount_predictions_loss: 0.2557 44/2968 [..............................] - ETA: 6:45 - loss: 662.2598 - logits_profile_predictions_loss: 651.2344 - logcount_predictions_loss: 0.2558 45/2968 [..............................] - ETA: 6:45 - loss: 662.2245 - logits_profile_predictions_loss: 651.1957 - logcount_predictions_loss: 0.2559 46/2968 [..............................] - ETA: 6:45 - loss: 662.1781 - logits_profile_predictions_loss: 651.1456 - logcount_predictions_loss: 0.2560 47/2968 [..............................] - ETA: 6:45 - loss: 662.1320 - logits_profile_predictions_loss: 651.0958 - logcount_predictions_loss: 0.2561 48/2968 [..............................] - ETA: 6:45 - loss: 662.0832 - logits_profile_predictions_loss: 651.0436 - logcount_predictions_loss: 0.2561 49/2968 [..............................] - ETA: 6:45 - loss: 662.0341 - logits_profile_predictions_loss: 650.9908 - logcount_predictions_loss: 0.2562 50/2968 [..............................] - ETA: 6:45 - loss: 661.9894 - logits_profile_predictions_loss: 650.9431 - logcount_predictions_loss: 0.2563 51/2968 [..............................] - ETA: 6:44 - loss: 661.9174 - logits_profile_predictions_loss: 650.8685 - logcount_predictions_loss: 0.2564 52/2968 [..............................] - ETA: 6:44 - loss: 661.8439 - logits_profile_predictions_loss: 650.7918 - logcount_predictions_loss: 0.2564 53/2968 [..............................] - ETA: 6:44 - loss: 661.7591 - logits_profile_predictions_loss: 650.7049 - logcount_predictions_loss: 0.2565 54/2968 [..............................] - ETA: 6:44 - loss: 661.6753 - logits_profile_predictions_loss: 650.6191 - logcount_predictions_loss: 0.2565 55/2968 [..............................] - ETA: 6:44 - loss: 661.6089 - logits_profile_predictions_loss: 650.5503 - logcount_predictions_loss: 0.2566 56/2968 [..............................] - ETA: 6:44 - 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63/2968 [..............................] - ETA: 6:43 - loss: 661.0256 - logits_profile_predictions_loss: 649.9341 - logcount_predictions_loss: 0.2573 64/2968 [..............................] - ETA: 6:43 - loss: 660.9469 - logits_profile_predictions_loss: 649.8526 - logcount_predictions_loss: 0.2574 65/2968 [..............................] - ETA: 6:42 - loss: 660.8669 - logits_profile_predictions_loss: 649.7703 - logcount_predictions_loss: 0.2575 66/2968 [..............................] - ETA: 6:42 - loss: 660.7824 - logits_profile_predictions_loss: 649.6840 - logcount_predictions_loss: 0.2575 67/2968 [..............................] - ETA: 6:42 - loss: 660.6922 - logits_profile_predictions_loss: 649.5926 - logcount_predictions_loss: 0.2575 68/2968 [..............................] - ETA: 6:42 - loss: 660.6007 - logits_profile_predictions_loss: 649.4997 - logcount_predictions_loss: 0.2576 69/2968 [..............................] - ETA: 6:42 - loss: 660.5109 - 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[..............................] - ETA: 6:41 - loss: 660.0340 - logits_profile_predictions_loss: 648.9187 - logcount_predictions_loss: 0.2579 77/2968 [..............................] - ETA: 6:41 - loss: 659.9916 - logits_profile_predictions_loss: 648.8746 - logcount_predictions_loss: 0.2579 78/2968 [..............................] - ETA: 6:41 - loss: 659.9486 - logits_profile_predictions_loss: 648.8303 - logcount_predictions_loss: 0.2580 79/2968 [..............................] - ETA: 6:40 - loss: 659.9021 - logits_profile_predictions_loss: 648.7830 - logcount_predictions_loss: 0.2580 80/2968 [..............................] - ETA: 6:40 - loss: 659.8566 - logits_profile_predictions_loss: 648.7369 - logcount_predictions_loss: 0.2580 81/2968 [..............................] - ETA: 6:40 - loss: 659.8047 - logits_profile_predictions_loss: 648.6844 - logcount_predictions_loss: 0.2580 82/2968 [..............................] - ETA: 6:40 - loss: 659.7503 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 644.4163 - logcount_predictions_loss: 0.2552 2918/2968 [============================>.] - ETA: 6s - loss: 655.4145 - logits_profile_predictions_loss: 644.4167 - logcount_predictions_loss: 0.2552 2919/2968 [============================>.] - ETA: 6s - loss: 655.4149 - logits_profile_predictions_loss: 644.4170 - logcount_predictions_loss: 0.2552 2920/2968 [============================>.] - ETA: 6s - loss: 655.4152 - logits_profile_predictions_loss: 644.4173 - logcount_predictions_loss: 0.2552 2921/2968 [============================>.] - ETA: 6s - loss: 655.4155 - logits_profile_predictions_loss: 644.4176 - logcount_predictions_loss: 0.2552 2922/2968 [============================>.] - ETA: 6s - loss: 655.4158 - logits_profile_predictions_loss: 644.4179 - logcount_predictions_loss: 0.2552 2923/2968 [============================>.] - ETA: 6s - loss: 655.4162 - logits_profile_predictions_loss: 644.4183 - logcount_predictions_loss: 0.2552 2924/2968 [============================>.] - ETA: 6s - loss: 655.4165 - logits_profile_predictions_loss: 644.4186 - logcount_predictions_loss: 0.2552 2925/2968 [============================>.] - ETA: 5s - loss: 655.4168 - logits_profile_predictions_loss: 644.4189 - logcount_predictions_loss: 0.2552 2926/2968 [============================>.] - ETA: 5s - loss: 655.4171 - logits_profile_predictions_loss: 644.4192 - logcount_predictions_loss: 0.2552 2927/2968 [============================>.] - ETA: 5s - loss: 655.4174 - logits_profile_predictions_loss: 644.4195 - logcount_predictions_loss: 0.2552 2928/2968 [============================>.] - ETA: 5s - loss: 655.4178 - logits_profile_predictions_loss: 644.4198 - logcount_predictions_loss: 0.2552 2929/2968 [============================>.] - ETA: 5s - loss: 655.4181 - logits_profile_predictions_loss: 644.4201 - logcount_predictions_loss: 0.2552 2930/2968 [============================>.] - ETA: 5s - loss: 655.4184 - logits_profile_predictions_loss: 644.4204 - logcount_predictions_loss: 0.2552 2931/2968 [============================>.] - ETA: 5s - loss: 655.4187 - logits_profile_predictions_loss: 644.4208 - logcount_predictions_loss: 0.2552 2932/2968 [============================>.] - ETA: 4s - loss: 655.4190 - logits_profile_predictions_loss: 644.4211 - logcount_predictions_loss: 0.2552 2933/2968 [============================>.] - ETA: 4s - loss: 655.4193 - logits_profile_predictions_loss: 644.4214 - logcount_predictions_loss: 0.2552 2934/2968 [============================>.] - ETA: 4s - loss: 655.4196 - logits_profile_predictions_loss: 644.4217 - logcount_predictions_loss: 0.2552 2935/2968 [============================>.] - ETA: 4s - loss: 655.4199 - logits_profile_predictions_loss: 644.4220 - logcount_predictions_loss: 0.2552 2936/2968 [============================>.] - ETA: 4s - loss: 655.4202 - logits_profile_predictions_loss: 644.4223 - logcount_predictions_loss: 0.2552 2937/2968 [============================>.] - ETA: 4s - loss: 655.4205 - logits_profile_predictions_loss: 644.4226 - logcount_predictions_loss: 0.2552 2938/2968 [============================>.] - ETA: 4s - loss: 655.4208 - logits_profile_predictions_loss: 644.4229 - logcount_predictions_loss: 0.2552 2939/2968 [============================>.] - ETA: 4s - loss: 655.4211 - logits_profile_predictions_loss: 644.4232 - logcount_predictions_loss: 0.2552 2940/2968 [============================>.] - ETA: 3s - loss: 655.4214 - logits_profile_predictions_loss: 644.4235 - logcount_predictions_loss: 0.2552 2941/2968 [============================>.] - ETA: 3s - loss: 655.4217 - logits_profile_predictions_loss: 644.4238 - logcount_predictions_loss: 0.2552 2942/2968 [============================>.] - ETA: 3s - loss: 655.4220 - logits_profile_predictions_loss: 644.4241 - logcount_predictions_loss: 0.2552 2943/2968 [============================>.] - ETA: 3s - loss: 655.4223 - logits_profile_predictions_loss: 644.4244 - logcount_predictions_loss: 0.2552 2944/2968 [============================>.] - ETA: 3s - loss: 655.4226 - logits_profile_predictions_loss: 644.4247 - logcount_predictions_loss: 0.2552 2945/2968 [============================>.] - ETA: 3s - loss: 655.4229 - logits_profile_predictions_loss: 644.4250 - logcount_predictions_loss: 0.2552 2946/2968 [============================>.] - ETA: 3s - loss: 655.4232 - logits_profile_predictions_loss: 644.4252 - logcount_predictions_loss: 0.2552 2947/2968 [============================>.] - ETA: 2s - loss: 655.4235 - logits_profile_predictions_loss: 644.4255 - logcount_predictions_loss: 0.2552 2948/2968 [============================>.] - ETA: 2s - loss: 655.4238 - logits_profile_predictions_loss: 644.4258 - logcount_predictions_loss: 0.2552 2949/2968 [============================>.] - ETA: 2s - loss: 655.4241 - logits_profile_predictions_loss: 644.4261 - logcount_predictions_loss: 0.2552 2950/2968 [============================>.] - ETA: 2s - loss: 655.4244 - logits_profile_predictions_loss: 644.4264 - logcount_predictions_loss: 0.2552 2951/2968 [============================>.] - ETA: 2s - loss: 655.4247 - logits_profile_predictions_loss: 644.4267 - logcount_predictions_loss: 0.2552 2952/2968 [============================>.] - ETA: 2s - loss: 655.4250 - logits_profile_predictions_loss: 644.4270 - logcount_predictions_loss: 0.2552 2953/2968 [============================>.] - ETA: 2s - loss: 655.4253 - logits_profile_predictions_loss: 644.4273 - logcount_predictions_loss: 0.2552 2954/2968 [============================>.] - ETA: 1s - loss: 655.4256 - logits_profile_predictions_loss: 644.4275 - logcount_predictions_loss: 0.2552 2955/2968 [============================>.] - ETA: 1s - loss: 655.4258 - logits_profile_predictions_loss: 644.4278 - logcount_predictions_loss: 0.2552 2956/2968 [============================>.] - ETA: 1s - loss: 655.4261 - logits_profile_predictions_loss: 644.4281 - logcount_predictions_loss: 0.2552 2957/2968 [============================>.] - ETA: 1s - loss: 655.4264 - logits_profile_predictions_loss: 644.4284 - logcount_predictions_loss: 0.2552 2958/2968 [============================>.] - ETA: 1s - loss: 655.4267 - logits_profile_predictions_loss: 644.4287 - logcount_predictions_loss: 0.2552 2959/2968 [============================>.] - ETA: 1s - loss: 655.4270 - logits_profile_predictions_loss: 644.4289 - logcount_predictions_loss: 0.2552 2960/2968 [============================>.] - ETA: 1s - loss: 655.4272 - logits_profile_predictions_loss: 644.4292 - logcount_predictions_loss: 0.2552 2961/2968 [============================>.] - ETA: 0s - loss: 655.4275 - logits_profile_predictions_loss: 644.4295 - logcount_predictions_loss: 0.2552 2962/2968 [============================>.] - ETA: 0s - loss: 655.4278 - logits_profile_predictions_loss: 644.4297 - logcount_predictions_loss: 0.2552 2963/2968 [============================>.] - ETA: 0s - loss: 655.4281 - logits_profile_predictions_loss: 644.4300 - logcount_predictions_loss: 0.2552 2964/2968 [============================>.] - ETA: 0s - loss: 655.4283 - logits_profile_predictions_loss: 644.4303 - logcount_predictions_loss: 0.2552 2965/2968 [============================>.] - ETA: 0s - loss: 655.4286 - logits_profile_predictions_loss: 644.4305 - logcount_predictions_loss: 0.2552 2966/2968 [============================>.] - ETA: 0s - loss: 655.4289 - logits_profile_predictions_loss: 644.4308 - logcount_predictions_loss: 0.2552 2967/2968 [============================>.] - ETA: 0s - loss: 655.4291 - logits_profile_predictions_loss: 644.4311 - logcount_predictions_loss: 0.2552 2968/2968 [==============================] - ETA: 0s - loss: 655.4294 - logits_profile_predictions_loss: 644.4313 - logcount_predictions_loss: 0.2552 2968/2968 [==============================] - 430s 145ms/step - loss: 655.4297 - logits_profile_predictions_loss: 644.4316 - logcount_predictions_loss: 0.2552 - val_loss: 682.4443 - val_logits_profile_predictions_loss: 665.9500 - val_logcount_predictions_loss: 0.3827 Epoch 00010: val_loss did not improve from 681.95972 Epoch 11/50 1/2968 [..............................] - ETA: 7:40 - loss: 688.5256 - logits_profile_predictions_loss: 680.7458 - logcount_predictions_loss: 0.1805 2/2968 [..............................] - ETA: 6:51 - loss: 672.7558 - logits_profile_predictions_loss: 664.0654 - logcount_predictions_loss: 0.2016 3/2968 [..............................] - ETA: 6:52 - loss: 662.2156 - logits_profile_predictions_loss: 653.1498 - logcount_predictions_loss: 0.2103 4/2968 [..............................] - ETA: 6:52 - loss: 657.7291 - logits_profile_predictions_loss: 648.4649 - logcount_predictions_loss: 0.2149 5/2968 [..............................] - ETA: 6:51 - loss: 655.0317 - logits_profile_predictions_loss: 645.7648 - logcount_predictions_loss: 0.2150 6/2968 [..............................] - ETA: 6:51 - loss: 653.0700 - logits_profile_predictions_loss: 643.6680 - logcount_predictions_loss: 0.2181 7/2968 [..............................] - ETA: 6:51 - loss: 651.1787 - logits_profile_predictions_loss: 641.6730 - logcount_predictions_loss: 0.2205 8/2968 [..............................] - ETA: 6:51 - loss: 650.5668 - logits_profile_predictions_loss: 640.9469 - logcount_predictions_loss: 0.2232 9/2968 [..............................] - ETA: 6:51 - loss: 650.4202 - logits_profile_predictions_loss: 640.6797 - logcount_predictions_loss: 0.2260 10/2968 [..............................] - ETA: 6:50 - loss: 650.8553 - logits_profile_predictions_loss: 640.9990 - logcount_predictions_loss: 0.2287 11/2968 [..............................] - ETA: 6:32 - loss: 651.4670 - logits_profile_predictions_loss: 641.5263 - logcount_predictions_loss: 0.2306 12/2968 [..............................] - ETA: 6:33 - loss: 651.9318 - logits_profile_predictions_loss: 641.9044 - logcount_predictions_loss: 0.2327 13/2968 [..............................] - ETA: 6:34 - loss: 652.1238 - logits_profile_predictions_loss: 642.0051 - logcount_predictions_loss: 0.2348 14/2968 [..............................] - ETA: 6:35 - loss: 652.5418 - logits_profile_predictions_loss: 642.3477 - logcount_predictions_loss: 0.2365 15/2968 [..............................] - ETA: 6:36 - loss: 652.5679 - logits_profile_predictions_loss: 642.3160 - logcount_predictions_loss: 0.2379 16/2968 [..............................] - ETA: 6:37 - loss: 652.6857 - logits_profile_predictions_loss: 642.3778 - logcount_predictions_loss: 0.2392 17/2968 [..............................] - ETA: 6:38 - loss: 652.8048 - logits_profile_predictions_loss: 642.4540 - logcount_predictions_loss: 0.2402 18/2968 [..............................] - ETA: 6:38 - loss: 653.1673 - logits_profile_predictions_loss: 642.7901 - logcount_predictions_loss: 0.2408 19/2968 [..............................] - ETA: 6:39 - loss: 653.3793 - logits_profile_predictions_loss: 642.9756 - logcount_predictions_loss: 0.2414 20/2968 [..............................] - ETA: 6:39 - loss: 653.3346 - logits_profile_predictions_loss: 642.8912 - logcount_predictions_loss: 0.2423 21/2968 [..............................] - ETA: 6:39 - loss: 653.2978 - logits_profile_predictions_loss: 642.8171 - logcount_predictions_loss: 0.2432 22/2968 [..............................] - ETA: 6:40 - loss: 653.1503 - logits_profile_predictions_loss: 642.6338 - logcount_predictions_loss: 0.2440 23/2968 [..............................] - ETA: 6:40 - loss: 653.0898 - logits_profile_predictions_loss: 642.5472 - logcount_predictions_loss: 0.2446 24/2968 [..............................] - ETA: 6:40 - loss: 652.9649 - logits_profile_predictions_loss: 642.4038 - logcount_predictions_loss: 0.2450 25/2968 [..............................] - ETA: 6:40 - loss: 652.8302 - logits_profile_predictions_loss: 642.2541 - logcount_predictions_loss: 0.2454 26/2968 [..............................] - ETA: 6:41 - loss: 652.7526 - logits_profile_predictions_loss: 642.1643 - logcount_predictions_loss: 0.2457 27/2968 [..............................] - ETA: 6:41 - loss: 652.6123 - logits_profile_predictions_loss: 642.0128 - logcount_predictions_loss: 0.2459 28/2968 [..............................] - ETA: 6:41 - loss: 652.4612 - logits_profile_predictions_loss: 641.8555 - logcount_predictions_loss: 0.2461 29/2968 [..............................] - ETA: 6:41 - loss: 652.3890 - logits_profile_predictions_loss: 641.7717 - logcount_predictions_loss: 0.2463 30/2968 [..............................] - ETA: 6:41 - loss: 652.2684 - logits_profile_predictions_loss: 641.6409 - logcount_predictions_loss: 0.2466 31/2968 [..............................] - ETA: 6:41 - loss: 652.1100 - logits_profile_predictions_loss: 641.4733 - logcount_predictions_loss: 0.2468 32/2968 [..............................] - ETA: 6:41 - loss: 651.9814 - logits_profile_predictions_loss: 641.3338 - logcount_predictions_loss: 0.2470 33/2968 [..............................] - ETA: 6:41 - loss: 651.8841 - logits_profile_predictions_loss: 641.2244 - logcount_predictions_loss: 0.2473 34/2968 [..............................] - ETA: 6:41 - loss: 651.8133 - logits_profile_predictions_loss: 641.1444 - logcount_predictions_loss: 0.2475 35/2968 [..............................] - ETA: 6:41 - loss: 651.7335 - logits_profile_predictions_loss: 641.0564 - logcount_predictions_loss: 0.2477 36/2968 [..............................] - ETA: 6:41 - loss: 651.7078 - logits_profile_predictions_loss: 641.0230 - logcount_predictions_loss: 0.2479 37/2968 [..............................] - ETA: 6:41 - loss: 651.6539 - logits_profile_predictions_loss: 640.9630 - logcount_predictions_loss: 0.2480 38/2968 [..............................] - ETA: 6:41 - loss: 651.5847 - logits_profile_predictions_loss: 640.8902 - logcount_predictions_loss: 0.2481 39/2968 [..............................] - ETA: 6:41 - loss: 651.5449 - logits_profile_predictions_loss: 640.8481 - logcount_predictions_loss: 0.2482 40/2968 [..............................] - ETA: 6:41 - loss: 651.4712 - logits_profile_predictions_loss: 640.7740 - logcount_predictions_loss: 0.2482 41/2968 [..............................] - ETA: 6:41 - loss: 651.4012 - logits_profile_predictions_loss: 640.7029 - logcount_predictions_loss: 0.2482 42/2968 [..............................] - ETA: 6:41 - loss: 651.3369 - logits_profile_predictions_loss: 640.6384 - logcount_predictions_loss: 0.2482 43/2968 [..............................] - ETA: 6:41 - loss: 651.2870 - logits_profile_predictions_loss: 640.5899 - logcount_predictions_loss: 0.2482 44/2968 [..............................] - ETA: 6:41 - loss: 651.2463 - logits_profile_predictions_loss: 640.5518 - logcount_predictions_loss: 0.2481 45/2968 [..............................] - ETA: 6:41 - loss: 651.2107 - logits_profile_predictions_loss: 640.5196 - logcount_predictions_loss: 0.2481 46/2968 [..............................] - ETA: 6:41 - loss: 651.2117 - logits_profile_predictions_loss: 640.5248 - logcount_predictions_loss: 0.2480 47/2968 [..............................] - ETA: 6:41 - loss: 651.2406 - logits_profile_predictions_loss: 640.5574 - logcount_predictions_loss: 0.2479 48/2968 [..............................] - ETA: 6:41 - loss: 651.2431 - logits_profile_predictions_loss: 640.5636 - logcount_predictions_loss: 0.2478 49/2968 [..............................] - ETA: 6:41 - loss: 651.2293 - logits_profile_predictions_loss: 640.5546 - logcount_predictions_loss: 0.2477 50/2968 [..............................] - ETA: 6:41 - loss: 651.2267 - logits_profile_predictions_loss: 640.5568 - logcount_predictions_loss: 0.2476 51/2968 [..............................] - ETA: 6:41 - loss: 651.2078 - logits_profile_predictions_loss: 640.5425 - logcount_predictions_loss: 0.2475 52/2968 [..............................] - ETA: 6:41 - loss: 651.1865 - logits_profile_predictions_loss: 640.5248 - logcount_predictions_loss: 0.2474 53/2968 [..............................] - ETA: 6:41 - loss: 651.1671 - logits_profile_predictions_loss: 640.5099 - logcount_predictions_loss: 0.2473 54/2968 [..............................] - ETA: 6:40 - loss: 651.1337 - logits_profile_predictions_loss: 640.4812 - logcount_predictions_loss: 0.2472 55/2968 [..............................] - ETA: 6:40 - loss: 651.1359 - logits_profile_predictions_loss: 640.4882 - logcount_predictions_loss: 0.2470 56/2968 [..............................] - ETA: 6:40 - loss: 651.1326 - logits_profile_predictions_loss: 640.4903 - logcount_predictions_loss: 0.2469 57/2968 [..............................] - ETA: 6:40 - loss: 651.1307 - logits_profile_predictions_loss: 640.4944 - logcount_predictions_loss: 0.2468 58/2968 [..............................] - ETA: 6:40 - loss: 651.1392 - logits_profile_predictions_loss: 640.5082 - logcount_predictions_loss: 0.2467 59/2968 [..............................] - ETA: 6:40 - loss: 651.1547 - logits_profile_predictions_loss: 640.5279 - logcount_predictions_loss: 0.2466 60/2968 [..............................] - ETA: 6:40 - loss: 651.1669 - logits_profile_predictions_loss: 640.5445 - logcount_predictions_loss: 0.2465 61/2968 [..............................] - ETA: 6:40 - loss: 651.1817 - logits_profile_predictions_loss: 640.5634 - logcount_predictions_loss: 0.2464 62/2968 [..............................] - ETA: 6:40 - loss: 651.2052 - logits_profile_predictions_loss: 640.5915 - logcount_predictions_loss: 0.2463 63/2968 [..............................] - ETA: 6:40 - loss: 651.2292 - logits_profile_predictions_loss: 640.6203 - logcount_predictions_loss: 0.2461 64/2968 [..............................] - ETA: 6:40 - loss: 651.2644 - logits_profile_predictions_loss: 640.6609 - logcount_predictions_loss: 0.2460 65/2968 [..............................] - ETA: 6:40 - loss: 651.2954 - logits_profile_predictions_loss: 640.6975 - logcount_predictions_loss: 0.2459 66/2968 [..............................] - ETA: 6:39 - loss: 651.3105 - logits_profile_predictions_loss: 640.7168 - logcount_predictions_loss: 0.2458 67/2968 [..............................] - ETA: 6:39 - loss: 651.3204 - logits_profile_predictions_loss: 640.7312 - logcount_predictions_loss: 0.2457 68/2968 [..............................] - ETA: 6:39 - loss: 651.3364 - logits_profile_predictions_loss: 640.7514 - logcount_predictions_loss: 0.2456 69/2968 [..............................] - ETA: 6:39 - loss: 651.3506 - logits_profile_predictions_loss: 640.7695 - logcount_predictions_loss: 0.2455 70/2968 [..............................] - ETA: 6:39 - loss: 651.3737 - logits_profile_predictions_loss: 640.7958 - logcount_predictions_loss: 0.2454 71/2968 [..............................] - ETA: 6:39 - loss: 651.3879 - logits_profile_predictions_loss: 640.8130 - logcount_predictions_loss: 0.2454 72/2968 [..............................] - ETA: 6:39 - loss: 651.4065 - logits_profile_predictions_loss: 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[============================>.] - ETA: 5s - loss: 652.8902 - logits_profile_predictions_loss: 642.4949 - logcount_predictions_loss: 0.2412 2928/2968 [============================>.] - ETA: 5s - loss: 652.8905 - logits_profile_predictions_loss: 642.4952 - logcount_predictions_loss: 0.2412 2929/2968 [============================>.] - ETA: 5s - loss: 652.8908 - logits_profile_predictions_loss: 642.4955 - logcount_predictions_loss: 0.2412 2930/2968 [============================>.] - ETA: 5s - loss: 652.8912 - logits_profile_predictions_loss: 642.4959 - logcount_predictions_loss: 0.2412 2931/2968 [============================>.] - ETA: 5s - loss: 652.8915 - logits_profile_predictions_loss: 642.4962 - logcount_predictions_loss: 0.2412 2932/2968 [============================>.] - ETA: 4s - loss: 652.8918 - logits_profile_predictions_loss: 642.4965 - logcount_predictions_loss: 0.2412 2933/2968 [============================>.] - ETA: 4s - loss: 652.8921 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 652.9007 - logits_profile_predictions_loss: 642.5057 - logcount_predictions_loss: 0.2412 2961/2968 [============================>.] - ETA: 0s - loss: 652.9010 - logits_profile_predictions_loss: 642.5061 - logcount_predictions_loss: 0.2412 2962/2968 [============================>.] - ETA: 0s - loss: 652.9014 - logits_profile_predictions_loss: 642.5064 - logcount_predictions_loss: 0.2412 2963/2968 [============================>.] - ETA: 0s - loss: 652.9017 - logits_profile_predictions_loss: 642.5068 - logcount_predictions_loss: 0.2412 2964/2968 [============================>.] - ETA: 0s - loss: 652.9020 - logits_profile_predictions_loss: 642.5071 - logcount_predictions_loss: 0.2412 2965/2968 [============================>.] - ETA: 0s - loss: 652.9024 - logits_profile_predictions_loss: 642.5074 - logcount_predictions_loss: 0.2412 2966/2968 [============================>.] - ETA: 0s - loss: 652.9027 - logits_profile_predictions_loss: 642.5078 - logcount_predictions_loss: 0.2412 2967/2968 [============================>.] - ETA: 0s - loss: 652.9030 - logits_profile_predictions_loss: 642.5081 - logcount_predictions_loss: 0.2412 2968/2968 [==============================] - ETA: 0s - loss: 652.9033 - logits_profile_predictions_loss: 642.5084 - logcount_predictions_loss: 0.2412 2968/2968 [==============================] - 430s 145ms/step - loss: 652.9036 - logits_profile_predictions_loss: 642.5087 - logcount_predictions_loss: 0.2412 - val_loss: 682.2615 - val_logits_profile_predictions_loss: 665.8062 - val_logcount_predictions_loss: 0.3818 Epoch 00011: val_loss did not improve from 681.95972 Epoch 12/50 1/2968 [..............................] - ETA: 7:40 - loss: 679.8217 - logits_profile_predictions_loss: 670.3733 - logcount_predictions_loss: 0.2192 2/2968 [..............................] - ETA: 7:13 - loss: 692.3115 - logits_profile_predictions_loss: 683.4369 - logcount_predictions_loss: 0.2059 3/2968 [..............................] - ETA: 7:02 - loss: 690.4091 - logits_profile_predictions_loss: 681.5889 - logcount_predictions_loss: 0.2046 4/2968 [..............................] - ETA: 6:58 - loss: 686.4643 - logits_profile_predictions_loss: 677.8245 - logcount_predictions_loss: 0.2005 5/2968 [..............................] - ETA: 6:56 - loss: 684.0111 - logits_profile_predictions_loss: 675.4322 - logcount_predictions_loss: 0.1990 6/2968 [..............................] - ETA: 6:55 - loss: 681.5221 - logits_profile_predictions_loss: 672.9047 - logcount_predictions_loss: 0.1999 7/2968 [..............................] - ETA: 6:54 - loss: 679.1484 - logits_profile_predictions_loss: 670.4098 - logcount_predictions_loss: 0.2028 8/2968 [..............................] - ETA: 6:53 - loss: 677.4351 - logits_profile_predictions_loss: 668.6258 - logcount_predictions_loss: 0.2044 9/2968 [..............................] - ETA: 6:53 - loss: 675.7224 - logits_profile_predictions_loss: 666.8595 - logcount_predictions_loss: 0.2056 10/2968 [..............................] - ETA: 6:52 - loss: 674.2808 - logits_profile_predictions_loss: 665.3990 - logcount_predictions_loss: 0.2061 11/2968 [..............................] - ETA: 6:52 - loss: 673.2156 - logits_profile_predictions_loss: 664.3218 - logcount_predictions_loss: 0.2064 12/2968 [..............................] - ETA: 6:51 - loss: 671.9566 - logits_profile_predictions_loss: 663.0317 - logcount_predictions_loss: 0.2071 13/2968 [..............................] - ETA: 6:51 - loss: 670.7885 - logits_profile_predictions_loss: 661.8319 - logcount_predictions_loss: 0.2078 14/2968 [..............................] - ETA: 6:51 - loss: 669.7738 - logits_profile_predictions_loss: 660.7892 - logcount_predictions_loss: 0.2085 15/2968 [..............................] - ETA: 6:51 - loss: 668.9730 - logits_profile_predictions_loss: 659.9567 - logcount_predictions_loss: 0.2092 16/2968 [..............................] - ETA: 6:50 - loss: 668.4628 - logits_profile_predictions_loss: 659.4050 - logcount_predictions_loss: 0.2102 17/2968 [..............................] - ETA: 6:50 - loss: 667.8551 - logits_profile_predictions_loss: 658.7616 - logcount_predictions_loss: 0.2110 18/2968 [..............................] - ETA: 6:50 - loss: 667.2118 - logits_profile_predictions_loss: 658.0720 - logcount_predictions_loss: 0.2121 19/2968 [..............................] - ETA: 6:50 - loss: 666.5923 - logits_profile_predictions_loss: 657.4163 - logcount_predictions_loss: 0.2129 20/2968 [..............................] - ETA: 6:50 - loss: 666.1351 - logits_profile_predictions_loss: 656.9304 - logcount_predictions_loss: 0.2136 21/2968 [..............................] - ETA: 6:49 - loss: 665.8273 - logits_profile_predictions_loss: 656.5934 - logcount_predictions_loss: 0.2142 22/2968 [..............................] - ETA: 6:50 - loss: 665.4579 - logits_profile_predictions_loss: 656.1961 - logcount_predictions_loss: 0.2149 23/2968 [..............................] - ETA: 6:50 - loss: 665.1083 - logits_profile_predictions_loss: 655.8244 - logcount_predictions_loss: 0.2154 24/2968 [..............................] - ETA: 6:50 - loss: 664.7183 - logits_profile_predictions_loss: 655.4105 - logcount_predictions_loss: 0.2160 25/2968 [..............................] - ETA: 6:50 - loss: 664.3873 - logits_profile_predictions_loss: 655.0551 - logcount_predictions_loss: 0.2165 26/2968 [..............................] - ETA: 6:49 - loss: 664.0958 - logits_profile_predictions_loss: 654.7417 - logcount_predictions_loss: 0.2170 27/2968 [..............................] - ETA: 6:49 - loss: 663.8029 - logits_profile_predictions_loss: 654.4303 - logcount_predictions_loss: 0.2175 28/2968 [..............................] - ETA: 6:49 - loss: 663.5665 - logits_profile_predictions_loss: 654.1768 - logcount_predictions_loss: 0.2179 29/2968 [..............................] - ETA: 6:49 - loss: 663.3778 - logits_profile_predictions_loss: 653.9727 - logcount_predictions_loss: 0.2182 30/2968 [..............................] - ETA: 6:49 - loss: 663.2116 - logits_profile_predictions_loss: 653.7916 - logcount_predictions_loss: 0.2186 31/2968 [..............................] - ETA: 6:49 - loss: 662.9989 - logits_profile_predictions_loss: 653.5674 - logcount_predictions_loss: 0.2188 32/2968 [..............................] - ETA: 6:48 - loss: 662.7494 - logits_profile_predictions_loss: 653.3075 - logcount_predictions_loss: 0.2191 33/2968 [..............................] - ETA: 6:48 - loss: 662.5254 - logits_profile_predictions_loss: 653.0741 - logcount_predictions_loss: 0.2193 34/2968 [..............................] - ETA: 6:48 - loss: 662.3549 - logits_profile_predictions_loss: 652.8944 - logcount_predictions_loss: 0.2195 35/2968 [..............................] - ETA: 6:48 - loss: 662.2250 - logits_profile_predictions_loss: 652.7549 - logcount_predictions_loss: 0.2197 36/2968 [..............................] - ETA: 6:48 - loss: 662.1476 - logits_profile_predictions_loss: 652.6671 - logcount_predictions_loss: 0.2200 37/2968 [..............................] - ETA: 6:48 - loss: 662.0791 - logits_profile_predictions_loss: 652.5863 - logcount_predictions_loss: 0.2202 38/2968 [..............................] - ETA: 6:47 - loss: 661.9922 - logits_profile_predictions_loss: 652.4898 - logcount_predictions_loss: 0.2205 39/2968 [..............................] - ETA: 6:47 - loss: 661.8784 - logits_profile_predictions_loss: 652.3670 - logcount_predictions_loss: 0.2207 40/2968 [..............................] - ETA: 6:47 - loss: 661.7285 - logits_profile_predictions_loss: 652.2061 - logcount_predictions_loss: 0.2209 41/2968 [..............................] - ETA: 6:47 - loss: 661.6129 - logits_profile_predictions_loss: 652.0797 - logcount_predictions_loss: 0.2212 42/2968 [..............................] - ETA: 6:47 - loss: 661.4794 - logits_profile_predictions_loss: 651.9362 - logcount_predictions_loss: 0.2214 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logits_profile_predictions_loss: 647.3795 - logcount_predictions_loss: 0.2280 220/2968 [=>............................] - ETA: 6:21 - loss: 657.1884 - logits_profile_predictions_loss: 647.3636 - logcount_predictions_loss: 0.2280 221/2968 [=>............................] - ETA: 6:21 - loss: 657.1729 - logits_profile_predictions_loss: 647.3488 - logcount_predictions_loss: 0.2279 222/2968 [=>............................] - ETA: 6:21 - loss: 657.1578 - logits_profile_predictions_loss: 647.3343 - logcount_predictions_loss: 0.2279 223/2968 [=>............................] - ETA: 6:20 - loss: 657.1417 - logits_profile_predictions_loss: 647.3188 - logcount_predictions_loss: 0.2279 224/2968 [=>............................] - ETA: 6:20 - loss: 657.1249 - logits_profile_predictions_loss: 647.3026 - logcount_predictions_loss: 0.2279 225/2968 [=>............................] - ETA: 6:20 - loss: 657.1086 - logits_profile_predictions_loss: 647.2870 - logcount_predictions_loss: 0.2279 226/2968 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val_logits_profile_predictions_loss: 667.0329 - val_logcount_predictions_loss: 0.3841 Epoch 00012: val_loss did not improve from 681.95972 Epoch 13/50 1/2968 [..............................] - ETA: 7:41 - loss: 624.2887 - logits_profile_predictions_loss: 616.0764 - logcount_predictions_loss: 0.1905 2/2968 [..............................] - ETA: 7:05 - loss: 635.7714 - logits_profile_predictions_loss: 627.3462 - logcount_predictions_loss: 0.1955 3/2968 [..............................] - ETA: 6:57 - loss: 643.7512 - logits_profile_predictions_loss: 635.1989 - logcount_predictions_loss: 0.1984 4/2968 [..............................] - ETA: 6:55 - loss: 646.0513 - logits_profile_predictions_loss: 637.4682 - logcount_predictions_loss: 0.1991 5/2968 [..............................] - ETA: 6:54 - loss: 648.0152 - logits_profile_predictions_loss: 639.4953 - logcount_predictions_loss: 0.1977 6/2968 [..............................] - ETA: 6:53 - loss: 651.0446 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 644.6069 - logits_profile_predictions_loss: 636.4815 - logcount_predictions_loss: 0.1885 2961/2968 [============================>.] - ETA: 0s - loss: 644.6064 - logits_profile_predictions_loss: 636.4811 - logcount_predictions_loss: 0.1885 2962/2968 [============================>.] - ETA: 0s - loss: 644.6059 - logits_profile_predictions_loss: 636.4807 - logcount_predictions_loss: 0.1885 2963/2968 [============================>.] - ETA: 0s - loss: 644.6054 - logits_profile_predictions_loss: 636.4803 - logcount_predictions_loss: 0.1885 2964/2968 [============================>.] - ETA: 0s - loss: 644.6049 - logits_profile_predictions_loss: 636.4799 - logcount_predictions_loss: 0.1885 2965/2968 [============================>.] - ETA: 0s - loss: 644.6044 - logits_profile_predictions_loss: 636.4795 - logcount_predictions_loss: 0.1885 2966/2968 [============================>.] - ETA: 0s - loss: 644.6040 - logits_profile_predictions_loss: 636.4791 - logcount_predictions_loss: 0.1885 2967/2968 [============================>.] - ETA: 0s - loss: 644.6035 - logits_profile_predictions_loss: 636.4787 - logcount_predictions_loss: 0.1885 2968/2968 [==============================] - ETA: 0s - loss: 644.6030 - logits_profile_predictions_loss: 636.4783 - logcount_predictions_loss: 0.1885 2968/2968 [==============================] - 431s 145ms/step - loss: 644.6026 - logits_profile_predictions_loss: 636.4780 - logcount_predictions_loss: 0.1885 - val_loss: 680.6386 - val_logits_profile_predictions_loss: 663.6095 - val_logcount_predictions_loss: 0.3951 Epoch 00013: val_loss improved from 681.95972 to 680.63861, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 14/50 1/2968 [..............................] - ETA: 7:42 - loss: 675.9910 - logits_profile_predictions_loss: 669.6522 - logcount_predictions_loss: 0.1471 2/2968 [..............................] - 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9/2968 [..............................] - ETA: 6:52 - loss: 651.5929 - logits_profile_predictions_loss: 645.1610 - logcount_predictions_loss: 0.1492 10/2968 [..............................] - ETA: 6:52 - loss: 649.9896 - logits_profile_predictions_loss: 643.5528 - logcount_predictions_loss: 0.1493 11/2968 [..............................] - ETA: 6:51 - loss: 648.7841 - logits_profile_predictions_loss: 642.3352 - logcount_predictions_loss: 0.1496 12/2968 [..............................] - ETA: 6:51 - loss: 647.6083 - logits_profile_predictions_loss: 641.1179 - logcount_predictions_loss: 0.1506 13/2968 [..............................] - ETA: 6:51 - loss: 646.8485 - logits_profile_predictions_loss: 640.3178 - logcount_predictions_loss: 0.1515 14/2968 [..............................] - ETA: 6:51 - loss: 646.4166 - logits_profile_predictions_loss: 639.8565 - logcount_predictions_loss: 0.1522 15/2968 [..............................] - ETA: 6:51 - loss: 646.0886 - 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[..............................] - ETA: 6:49 - loss: 644.4638 - logits_profile_predictions_loss: 637.8184 - logcount_predictions_loss: 0.1542 23/2968 [..............................] - ETA: 6:49 - loss: 644.1825 - logits_profile_predictions_loss: 637.5333 - logcount_predictions_loss: 0.1543 24/2968 [..............................] - ETA: 6:49 - loss: 643.9256 - logits_profile_predictions_loss: 637.2704 - logcount_predictions_loss: 0.1544 25/2968 [..............................] - ETA: 6:48 - loss: 643.6129 - logits_profile_predictions_loss: 636.9477 - logcount_predictions_loss: 0.1546 26/2968 [..............................] - ETA: 6:48 - loss: 643.2998 - logits_profile_predictions_loss: 636.6256 - logcount_predictions_loss: 0.1549 27/2968 [..............................] - ETA: 6:48 - loss: 643.0625 - logits_profile_predictions_loss: 636.3811 - logcount_predictions_loss: 0.1550 28/2968 [..............................] - ETA: 6:48 - loss: 642.8867 - logits_profile_predictions_loss: 636.2014 - logcount_predictions_loss: 0.1551 29/2968 [..............................] - ETA: 6:48 - loss: 642.7592 - logits_profile_predictions_loss: 636.0701 - logcount_predictions_loss: 0.1552 30/2968 [..............................] - ETA: 6:48 - loss: 642.6043 - logits_profile_predictions_loss: 635.9137 - logcount_predictions_loss: 0.1552 31/2968 [..............................] - ETA: 6:48 - loss: 642.4483 - logits_profile_predictions_loss: 635.7555 - logcount_predictions_loss: 0.1553 32/2968 [..............................] - ETA: 6:47 - loss: 642.3092 - logits_profile_predictions_loss: 635.6129 - logcount_predictions_loss: 0.1554 33/2968 [..............................] - ETA: 6:47 - loss: 642.2516 - logits_profile_predictions_loss: 635.5518 - logcount_predictions_loss: 0.1554 34/2968 [..............................] - ETA: 6:47 - loss: 642.1752 - logits_profile_predictions_loss: 635.4735 - logcount_predictions_loss: 0.1555 35/2968 [..............................] - ETA: 6:47 - 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[..............................] - ETA: 6:44 - loss: 642.4022 - logits_profile_predictions_loss: 635.6031 - logcount_predictions_loss: 0.1578 56/2968 [..............................] - ETA: 6:44 - loss: 642.4071 - logits_profile_predictions_loss: 635.6025 - logcount_predictions_loss: 0.1579 57/2968 [..............................] - ETA: 6:43 - loss: 642.4084 - logits_profile_predictions_loss: 635.5986 - logcount_predictions_loss: 0.1580 58/2968 [..............................] - ETA: 6:43 - loss: 642.3974 - logits_profile_predictions_loss: 635.5827 - logcount_predictions_loss: 0.1581 59/2968 [..............................] - ETA: 6:43 - loss: 642.3873 - logits_profile_predictions_loss: 635.5683 - logcount_predictions_loss: 0.1582 60/2968 [..............................] - ETA: 6:43 - loss: 642.3676 - logits_profile_predictions_loss: 635.5444 - logcount_predictions_loss: 0.1583 61/2968 [..............................] - ETA: 6:43 - loss: 642.3606 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 638.3690 - logits_profile_predictions_loss: 631.3528 - logcount_predictions_loss: 0.1628 2957/2968 [============================>.] - ETA: 1s - loss: 638.3691 - logits_profile_predictions_loss: 631.3529 - logcount_predictions_loss: 0.1628 2958/2968 [============================>.] - ETA: 1s - loss: 638.3693 - logits_profile_predictions_loss: 631.3531 - logcount_predictions_loss: 0.1628 2959/2968 [============================>.] - ETA: 1s - loss: 638.3695 - logits_profile_predictions_loss: 631.3533 - logcount_predictions_loss: 0.1628 2960/2968 [============================>.] - ETA: 1s - loss: 638.3696 - logits_profile_predictions_loss: 631.3535 - logcount_predictions_loss: 0.1628 2961/2968 [============================>.] - ETA: 0s - loss: 638.3698 - logits_profile_predictions_loss: 631.3537 - logcount_predictions_loss: 0.1628 2962/2968 [============================>.] - ETA: 0s - loss: 638.3699 - logits_profile_predictions_loss: 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145ms/step - loss: 638.3712 - logits_profile_predictions_loss: 631.3554 - logcount_predictions_loss: 0.1628 - val_loss: 681.1392 - val_logits_profile_predictions_loss: 664.2490 - val_logcount_predictions_loss: 0.3919 Epoch 00014: val_loss did not improve from 680.63861 Epoch 15/50 1/2968 [..............................] - ETA: 7:31 - loss: 659.2874 - logits_profile_predictions_loss: 653.2042 - logcount_predictions_loss: 0.1411 2/2968 [..............................] - ETA: 6:54 - loss: 655.7924 - logits_profile_predictions_loss: 649.4362 - logcount_predictions_loss: 0.1475 3/2968 [..............................] - ETA: 6:53 - loss: 652.7937 - logits_profile_predictions_loss: 646.4473 - logcount_predictions_loss: 0.1472 4/2968 [..............................] - ETA: 6:52 - loss: 647.9833 - logits_profile_predictions_loss: 641.6169 - logcount_predictions_loss: 0.1477 5/2968 [..............................] - ETA: 6:52 - loss: 642.6751 - logits_profile_predictions_loss: 636.3633 - 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- logits_profile_predictions_loss: 630.1770 - logcount_predictions_loss: 0.1442 13/2968 [..............................] - ETA: 6:50 - loss: 636.6578 - logits_profile_predictions_loss: 630.4417 - logcount_predictions_loss: 0.1442 14/2968 [..............................] - ETA: 6:50 - loss: 636.9097 - logits_profile_predictions_loss: 630.6947 - logcount_predictions_loss: 0.1442 15/2968 [..............................] - ETA: 6:50 - loss: 637.0804 - logits_profile_predictions_loss: 630.8551 - logcount_predictions_loss: 0.1444 16/2968 [..............................] - ETA: 6:50 - loss: 637.2119 - logits_profile_predictions_loss: 630.9749 - logcount_predictions_loss: 0.1447 17/2968 [..............................] - ETA: 6:49 - loss: 637.3102 - logits_profile_predictions_loss: 631.0596 - logcount_predictions_loss: 0.1450 18/2968 [..............................] - ETA: 6:49 - loss: 637.6145 - logits_profile_predictions_loss: 631.3481 - logcount_predictions_loss: 0.1454 19/2968 [..............................] - ETA: 6:49 - loss: 637.9130 - logits_profile_predictions_loss: 631.6296 - logcount_predictions_loss: 0.1458 20/2968 [..............................] - ETA: 6:49 - loss: 638.1686 - logits_profile_predictions_loss: 631.8628 - logcount_predictions_loss: 0.1463 21/2968 [..............................] - ETA: 6:49 - loss: 638.4323 - logits_profile_predictions_loss: 632.1032 - logcount_predictions_loss: 0.1468 22/2968 [..............................] - ETA: 6:49 - loss: 638.7010 - logits_profile_predictions_loss: 632.3527 - logcount_predictions_loss: 0.1473 23/2968 [..............................] - ETA: 6:48 - loss: 638.9503 - logits_profile_predictions_loss: 632.5826 - logcount_predictions_loss: 0.1477 24/2968 [..............................] - ETA: 6:48 - loss: 639.1942 - logits_profile_predictions_loss: 632.8083 - logcount_predictions_loss: 0.1482 25/2968 [..............................] - ETA: 6:48 - loss: 639.3833 - logits_profile_predictions_loss: 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[=>............................] - ETA: 6:22 - loss: 640.7061 - logits_profile_predictions_loss: 634.3152 - logcount_predictions_loss: 0.1483 210/2968 [=>............................] - ETA: 6:22 - loss: 640.6948 - logits_profile_predictions_loss: 634.3038 - logcount_predictions_loss: 0.1483 211/2968 [=>............................] - ETA: 6:22 - loss: 640.6834 - logits_profile_predictions_loss: 634.2922 - logcount_predictions_loss: 0.1483 212/2968 [=>............................] - ETA: 6:22 - loss: 640.6721 - logits_profile_predictions_loss: 634.2808 - logcount_predictions_loss: 0.1483 213/2968 [=>............................] - ETA: 6:22 - loss: 640.6606 - logits_profile_predictions_loss: 634.2692 - logcount_predictions_loss: 0.1483 214/2968 [=>............................] - ETA: 6:22 - loss: 640.6496 - logits_profile_predictions_loss: 634.2581 - logcount_predictions_loss: 0.1483 215/2968 [=>............................] - ETA: 6:22 - loss: 640.6395 - 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[=>............................] - ETA: 6:21 - loss: 640.5636 - logits_profile_predictions_loss: 634.1707 - logcount_predictions_loss: 0.1483 223/2968 [=>............................] - ETA: 6:20 - loss: 640.5538 - logits_profile_predictions_loss: 634.1607 - logcount_predictions_loss: 0.1483 224/2968 [=>............................] - ETA: 6:20 - loss: 640.5444 - logits_profile_predictions_loss: 634.1511 - logcount_predictions_loss: 0.1483 225/2968 [=>............................] - ETA: 6:20 - loss: 640.5357 - logits_profile_predictions_loss: 634.1423 - logcount_predictions_loss: 0.1483 226/2968 [=>............................] - ETA: 6:20 - loss: 640.5271 - logits_profile_predictions_loss: 634.1334 - logcount_predictions_loss: 0.1483 227/2968 [=>............................] - ETA: 6:20 - loss: 640.5186 - logits_profile_predictions_loss: 634.1248 - logcount_predictions_loss: 0.1483 228/2968 [=>............................] - ETA: 6:20 - loss: 640.5102 - 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[=>............................] - ETA: 6:19 - loss: 640.4514 - logits_profile_predictions_loss: 634.0567 - logcount_predictions_loss: 0.1484 236/2968 [=>............................] - ETA: 6:19 - loss: 640.4435 - logits_profile_predictions_loss: 634.0487 - logcount_predictions_loss: 0.1484 237/2968 [=>............................] - ETA: 6:18 - loss: 640.4349 - logits_profile_predictions_loss: 634.0400 - logcount_predictions_loss: 0.1484 238/2968 [=>............................] - ETA: 6:18 - loss: 640.4257 - logits_profile_predictions_loss: 634.0306 - logcount_predictions_loss: 0.1484 239/2968 [=>............................] - ETA: 6:18 - loss: 640.4157 - logits_profile_predictions_loss: 634.0204 - logcount_predictions_loss: 0.1484 240/2968 [=>............................] - ETA: 6:18 - loss: 640.4054 - logits_profile_predictions_loss: 634.0100 - logcount_predictions_loss: 0.1484 241/2968 [=>............................] - ETA: 6:18 - loss: 640.3950 - 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[=>............................] - ETA: 6:17 - loss: 640.3217 - logits_profile_predictions_loss: 633.9244 - logcount_predictions_loss: 0.1484 249/2968 [=>............................] - ETA: 6:17 - loss: 640.3106 - logits_profile_predictions_loss: 633.9131 - logcount_predictions_loss: 0.1484 250/2968 [=>............................] - ETA: 6:17 - loss: 640.2990 - logits_profile_predictions_loss: 633.9012 - logcount_predictions_loss: 0.1484 251/2968 [=>............................] - ETA: 6:16 - loss: 640.2876 - logits_profile_predictions_loss: 633.8895 - logcount_predictions_loss: 0.1484 252/2968 [=>............................] - ETA: 6:16 - loss: 640.2761 - logits_profile_predictions_loss: 633.8778 - logcount_predictions_loss: 0.1485 253/2968 [=>............................] - ETA: 6:16 - loss: 640.2645 - logits_profile_predictions_loss: 633.8660 - logcount_predictions_loss: 0.1485 254/2968 [=>............................] - ETA: 6:16 - loss: 640.2527 - 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[=>............................] - ETA: 6:15 - loss: 640.1722 - logits_profile_predictions_loss: 633.7721 - logcount_predictions_loss: 0.1485 262/2968 [=>............................] - ETA: 6:15 - loss: 640.1614 - logits_profile_predictions_loss: 633.7612 - logcount_predictions_loss: 0.1485 263/2968 [=>............................] - ETA: 6:15 - loss: 640.1504 - logits_profile_predictions_loss: 633.7500 - logcount_predictions_loss: 0.1485 264/2968 [=>............................] - ETA: 6:15 - loss: 640.1407 - logits_profile_predictions_loss: 633.7401 - logcount_predictions_loss: 0.1485 265/2968 [=>............................] - ETA: 6:15 - loss: 640.1316 - logits_profile_predictions_loss: 633.7308 - logcount_predictions_loss: 0.1485 266/2968 [=>............................] - ETA: 6:14 - loss: 640.1222 - logits_profile_predictions_loss: 633.7212 - logcount_predictions_loss: 0.1485 267/2968 [=>............................] - ETA: 6:14 - loss: 640.1128 - 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[=>............................] - ETA: 6:13 - loss: 640.0514 - logits_profile_predictions_loss: 633.6494 - logcount_predictions_loss: 0.1485 275/2968 [=>............................] - ETA: 6:13 - loss: 640.0421 - logits_profile_predictions_loss: 633.6400 - logcount_predictions_loss: 0.1485 276/2968 [=>............................] - ETA: 6:13 - loss: 640.0325 - logits_profile_predictions_loss: 633.6303 - logcount_predictions_loss: 0.1485 277/2968 [=>............................] - ETA: 6:13 - loss: 640.0226 - logits_profile_predictions_loss: 633.6202 - logcount_predictions_loss: 0.1485 278/2968 [=>............................] - ETA: 6:13 - loss: 640.0123 - logits_profile_predictions_loss: 633.6097 - logcount_predictions_loss: 0.1485 279/2968 [=>............................] - ETA: 6:13 - loss: 640.0022 - logits_profile_predictions_loss: 633.5995 - logcount_predictions_loss: 0.1486 280/2968 [=>............................] - ETA: 6:12 - loss: 639.9916 - 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[===>..........................] - ETA: 5:46 - loss: 638.5630 - logits_profile_predictions_loss: 632.1571 - logcount_predictions_loss: 0.1486 470/2968 [===>..........................] - ETA: 5:46 - loss: 638.5574 - logits_profile_predictions_loss: 632.1517 - logcount_predictions_loss: 0.1486 471/2968 [===>..........................] - ETA: 5:46 - loss: 638.5523 - logits_profile_predictions_loss: 632.1466 - logcount_predictions_loss: 0.1486 472/2968 [===>..........................] - ETA: 5:46 - loss: 638.5474 - logits_profile_predictions_loss: 632.1419 - logcount_predictions_loss: 0.1486 473/2968 [===>..........................] - ETA: 5:46 - loss: 638.5428 - logits_profile_predictions_loss: 632.1374 - logcount_predictions_loss: 0.1486 474/2968 [===>..........................] - ETA: 5:46 - loss: 638.5385 - logits_profile_predictions_loss: 632.1331 - logcount_predictions_loss: 0.1486 475/2968 [===>..........................] - ETA: 5:45 - loss: 638.5341 - logits_profile_predictions_loss: 632.1289 - logcount_predictions_loss: 0.1486 476/2968 [===>..........................] - ETA: 5:45 - loss: 638.5297 - logits_profile_predictions_loss: 632.1246 - logcount_predictions_loss: 0.1486 477/2968 [===>..........................] - ETA: 5:45 - loss: 638.5253 - logits_profile_predictions_loss: 632.1203 - logcount_predictions_loss: 0.1486 478/2968 [===>..........................] - ETA: 5:45 - loss: 638.5211 - logits_profile_predictions_loss: 632.1162 - logcount_predictions_loss: 0.1486 479/2968 [===>..........................] - ETA: 5:45 - loss: 638.5169 - logits_profile_predictions_loss: 632.1120 - logcount_predictions_loss: 0.1486 480/2968 [===>..........................] - ETA: 5:45 - loss: 638.5127 - logits_profile_predictions_loss: 632.1079 - logcount_predictions_loss: 0.1486 481/2968 [===>..........................] - ETA: 5:45 - loss: 638.5084 - logits_profile_predictions_loss: 632.1037 - logcount_predictions_loss: 0.1486 482/2968 [===>..........................] - ETA: 5:45 - loss: 638.5043 - logits_profile_predictions_loss: 632.0996 - logcount_predictions_loss: 0.1486 483/2968 [===>..........................] - ETA: 5:44 - loss: 638.4998 - logits_profile_predictions_loss: 632.0953 - logcount_predictions_loss: 0.1486 484/2968 [===>..........................] - ETA: 5:44 - loss: 638.4957 - logits_profile_predictions_loss: 632.0912 - logcount_predictions_loss: 0.1486 485/2968 [===>..........................] - ETA: 5:44 - loss: 638.4914 - logits_profile_predictions_loss: 632.0870 - logcount_predictions_loss: 0.1486 486/2968 [===>..........................] - ETA: 5:44 - loss: 638.4871 - logits_profile_predictions_loss: 632.0828 - logcount_predictions_loss: 0.1486 487/2968 [===>..........................] - ETA: 5:44 - loss: 638.4828 - logits_profile_predictions_loss: 632.0785 - logcount_predictions_loss: 0.1486 488/2968 [===>..........................] - ETA: 5:44 - loss: 638.4785 - logits_profile_predictions_loss: 632.0743 - logcount_predictions_loss: 0.1486 489/2968 [===>..........................] - ETA: 5:44 - loss: 638.4745 - logits_profile_predictions_loss: 632.0704 - logcount_predictions_loss: 0.1486 490/2968 [===>..........................] - ETA: 5:43 - loss: 638.4705 - logits_profile_predictions_loss: 632.0664 - logcount_predictions_loss: 0.1486 491/2968 [===>..........................] - ETA: 5:43 - loss: 638.4665 - logits_profile_predictions_loss: 632.0625 - logcount_predictions_loss: 0.1486 492/2968 [===>..........................] - ETA: 5:43 - loss: 638.4625 - logits_profile_predictions_loss: 632.0586 - logcount_predictions_loss: 0.1486 493/2968 [===>..........................] - ETA: 5:43 - loss: 638.4584 - logits_profile_predictions_loss: 632.0546 - logcount_predictions_loss: 0.1486 494/2968 [===>..........................] - ETA: 5:43 - loss: 638.4544 - logits_profile_predictions_loss: 632.0506 - logcount_predictions_loss: 0.1486 495/2968 [====>.........................] - ETA: 5:43 - loss: 638.4502 - logits_profile_predictions_loss: 632.0465 - logcount_predictions_loss: 0.1486 496/2968 [====>.........................] - ETA: 5:43 - loss: 638.4463 - logits_profile_predictions_loss: 632.0427 - logcount_predictions_loss: 0.1486 497/2968 [====>.........................] - ETA: 5:42 - loss: 638.4424 - logits_profile_predictions_loss: 632.0388 - logcount_predictions_loss: 0.1486 498/2968 [====>.........................] - ETA: 5:42 - loss: 638.4382 - logits_profile_predictions_loss: 632.0346 - logcount_predictions_loss: 0.1486 499/2968 [====>.........................] - ETA: 5:42 - loss: 638.4339 - logits_profile_predictions_loss: 632.0305 - logcount_predictions_loss: 0.1486 500/2968 [====>.........................] - ETA: 5:42 - loss: 638.4297 - logits_profile_predictions_loss: 632.0263 - logcount_predictions_loss: 0.1486 501/2968 [====>.........................] - ETA: 5:42 - loss: 638.4254 - logits_profile_predictions_loss: 632.0220 - logcount_predictions_loss: 0.1486 502/2968 [====>.........................] - ETA: 5:42 - loss: 638.4210 - logits_profile_predictions_loss: 632.0178 - logcount_predictions_loss: 0.1486 503/2968 [====>.........................] - ETA: 5:42 - loss: 638.4165 - logits_profile_predictions_loss: 632.0134 - logcount_predictions_loss: 0.1486 504/2968 [====>.........................] - ETA: 5:41 - loss: 638.4121 - logits_profile_predictions_loss: 632.0091 - logcount_predictions_loss: 0.1486 505/2968 [====>.........................] - ETA: 5:41 - loss: 638.4076 - logits_profile_predictions_loss: 632.0046 - logcount_predictions_loss: 0.1486 506/2968 [====>.........................] - ETA: 5:41 - loss: 638.4031 - logits_profile_predictions_loss: 632.0001 - logcount_predictions_loss: 0.1486 507/2968 [====>.........................] - ETA: 5:41 - loss: 638.3987 - logits_profile_predictions_loss: 631.9957 - logcount_predictions_loss: 0.1486 508/2968 [====>.........................] - ETA: 5:41 - loss: 638.3944 - logits_profile_predictions_loss: 631.9915 - logcount_predictions_loss: 0.1486 509/2968 [====>.........................] - ETA: 5:41 - loss: 638.3900 - logits_profile_predictions_loss: 631.9872 - logcount_predictions_loss: 0.1486 510/2968 [====>.........................] - ETA: 5:41 - loss: 638.3855 - logits_profile_predictions_loss: 631.9827 - logcount_predictions_loss: 0.1486 511/2968 [====>.........................] - ETA: 5:40 - loss: 638.3808 - logits_profile_predictions_loss: 631.9781 - logcount_predictions_loss: 0.1486 512/2968 [====>.........................] - ETA: 5:40 - loss: 638.3762 - logits_profile_predictions_loss: 631.9735 - logcount_predictions_loss: 0.1485 513/2968 [====>.........................] - ETA: 5:40 - loss: 638.3715 - logits_profile_predictions_loss: 631.9688 - logcount_predictions_loss: 0.1485 514/2968 [====>.........................] - ETA: 5:40 - loss: 638.3668 - logits_profile_predictions_loss: 631.9641 - logcount_predictions_loss: 0.1485 515/2968 [====>.........................] - ETA: 5:40 - loss: 638.3622 - logits_profile_predictions_loss: 631.9595 - logcount_predictions_loss: 0.1485 516/2968 [====>.........................] - ETA: 5:40 - loss: 638.3576 - logits_profile_predictions_loss: 631.9550 - logcount_predictions_loss: 0.1485 517/2968 [====>.........................] - ETA: 5:40 - loss: 638.3529 - logits_profile_predictions_loss: 631.9503 - logcount_predictions_loss: 0.1485 518/2968 [====>.........................] - ETA: 5:40 - loss: 638.3482 - logits_profile_predictions_loss: 631.9456 - logcount_predictions_loss: 0.1485 519/2968 [====>.........................] - ETA: 5:39 - loss: 638.3436 - logits_profile_predictions_loss: 631.9410 - logcount_predictions_loss: 0.1485 520/2968 [====>.........................] - ETA: 5:39 - loss: 638.3389 - logits_profile_predictions_loss: 631.9364 - logcount_predictions_loss: 0.1485 521/2968 [====>.........................] - ETA: 5:39 - loss: 638.3346 - logits_profile_predictions_loss: 631.9320 - logcount_predictions_loss: 0.1485 522/2968 [====>.........................] - ETA: 5:39 - loss: 638.3300 - logits_profile_predictions_loss: 631.9275 - logcount_predictions_loss: 0.1485 523/2968 [====>.........................] - ETA: 5:39 - loss: 638.3255 - logits_profile_predictions_loss: 631.9230 - logcount_predictions_loss: 0.1485 524/2968 [====>.........................] - ETA: 5:39 - loss: 638.3212 - logits_profile_predictions_loss: 631.9187 - logcount_predictions_loss: 0.1485 525/2968 [====>.........................] - ETA: 5:39 - loss: 638.3169 - logits_profile_predictions_loss: 631.9144 - logcount_predictions_loss: 0.1485 526/2968 [====>.........................] - ETA: 5:38 - loss: 638.3126 - logits_profile_predictions_loss: 631.9101 - logcount_predictions_loss: 0.1485 527/2968 [====>.........................] - ETA: 5:38 - loss: 638.3083 - logits_profile_predictions_loss: 631.9058 - logcount_predictions_loss: 0.1485 528/2968 [====>.........................] - ETA: 5:38 - loss: 638.3039 - logits_profile_predictions_loss: 631.9014 - logcount_predictions_loss: 0.1485 529/2968 [====>.........................] - ETA: 5:38 - loss: 638.2996 - logits_profile_predictions_loss: 631.8971 - logcount_predictions_loss: 0.1485 530/2968 [====>.........................] - ETA: 5:38 - loss: 638.2954 - logits_profile_predictions_loss: 631.8929 - logcount_predictions_loss: 0.1485 531/2968 [====>.........................] - ETA: 5:38 - loss: 638.2912 - logits_profile_predictions_loss: 631.8887 - logcount_predictions_loss: 0.1485 532/2968 [====>.........................] - ETA: 5:38 - loss: 638.2870 - logits_profile_predictions_loss: 631.8846 - logcount_predictions_loss: 0.1485 533/2968 [====>.........................] - ETA: 5:37 - loss: 638.2829 - logits_profile_predictions_loss: 631.8805 - logcount_predictions_loss: 0.1485 534/2968 [====>.........................] - ETA: 5:37 - loss: 638.2787 - logits_profile_predictions_loss: 631.8763 - logcount_predictions_loss: 0.1485 535/2968 [====>.........................] - ETA: 5:37 - loss: 638.2745 - logits_profile_predictions_loss: 631.8720 - logcount_predictions_loss: 0.1485 536/2968 [====>.........................] - ETA: 5:37 - loss: 638.2704 - logits_profile_predictions_loss: 631.8680 - logcount_predictions_loss: 0.1485 537/2968 [====>.........................] - ETA: 5:37 - loss: 638.2664 - logits_profile_predictions_loss: 631.8641 - logcount_predictions_loss: 0.1485 538/2968 [====>.........................] - ETA: 5:37 - loss: 638.2625 - logits_profile_predictions_loss: 631.8602 - logcount_predictions_loss: 0.1485 539/2968 [====>.........................] - ETA: 5:37 - loss: 638.2586 - logits_profile_predictions_loss: 631.8563 - logcount_predictions_loss: 0.1485 540/2968 [====>.........................] - ETA: 5:36 - loss: 638.2548 - logits_profile_predictions_loss: 631.8525 - logcount_predictions_loss: 0.1485 541/2968 [====>.........................] - ETA: 5:36 - loss: 638.2510 - logits_profile_predictions_loss: 631.8487 - logcount_predictions_loss: 0.1485 542/2968 [====>.........................] - ETA: 5:36 - loss: 638.2472 - logits_profile_predictions_loss: 631.8449 - logcount_predictions_loss: 0.1485 543/2968 [====>.........................] - ETA: 5:36 - loss: 638.2434 - logits_profile_predictions_loss: 631.8412 - logcount_predictions_loss: 0.1485 544/2968 [====>.........................] - ETA: 5:36 - loss: 638.2395 - logits_profile_predictions_loss: 631.8373 - logcount_predictions_loss: 0.1485 545/2968 [====>.........................] - ETA: 5:36 - loss: 638.2355 - logits_profile_predictions_loss: 631.8334 - logcount_predictions_loss: 0.1485 546/2968 [====>.........................] - ETA: 5:36 - loss: 638.2314 - logits_profile_predictions_loss: 631.8293 - logcount_predictions_loss: 0.1485 547/2968 [====>.........................] - ETA: 5:35 - loss: 638.2274 - logits_profile_predictions_loss: 631.8253 - logcount_predictions_loss: 0.1485 548/2968 [====>.........................] - ETA: 5:35 - loss: 638.2234 - logits_profile_predictions_loss: 631.8214 - logcount_predictions_loss: 0.1485 549/2968 [====>.........................] - ETA: 5:35 - loss: 638.2196 - logits_profile_predictions_loss: 631.8176 - logcount_predictions_loss: 0.1485 550/2968 [====>.........................] - ETA: 5:35 - loss: 638.2158 - logits_profile_predictions_loss: 631.8139 - logcount_predictions_loss: 0.1485 551/2968 [====>.........................] - ETA: 5:35 - loss: 638.2119 - logits_profile_predictions_loss: 631.8100 - logcount_predictions_loss: 0.1485 552/2968 [====>.........................] - ETA: 5:35 - loss: 638.2081 - logits_profile_predictions_loss: 631.8062 - logcount_predictions_loss: 0.1485 553/2968 [====>.........................] - ETA: 5:35 - loss: 638.2042 - logits_profile_predictions_loss: 631.8023 - logcount_predictions_loss: 0.1485 554/2968 [====>.........................] - ETA: 5:35 - loss: 638.2002 - logits_profile_predictions_loss: 631.7984 - logcount_predictions_loss: 0.1485 555/2968 [====>.........................] - ETA: 5:34 - loss: 638.1961 - logits_profile_predictions_loss: 631.7943 - logcount_predictions_loss: 0.1485 556/2968 [====>.........................] - ETA: 5:34 - loss: 638.1920 - logits_profile_predictions_loss: 631.7903 - logcount_predictions_loss: 0.1485 557/2968 [====>.........................] - ETA: 5:34 - loss: 638.1878 - logits_profile_predictions_loss: 631.7861 - logcount_predictions_loss: 0.1485 558/2968 [====>.........................] - ETA: 5:34 - loss: 638.1837 - logits_profile_predictions_loss: 631.7821 - logcount_predictions_loss: 0.1485 559/2968 [====>.........................] - ETA: 5:34 - loss: 638.1797 - logits_profile_predictions_loss: 631.7780 - logcount_predictions_loss: 0.1485 560/2968 [====>.........................] - ETA: 5:34 - loss: 638.1753 - logits_profile_predictions_loss: 631.7737 - logcount_predictions_loss: 0.1485 561/2968 [====>.........................] - ETA: 5:34 - loss: 638.1709 - logits_profile_predictions_loss: 631.7693 - logcount_predictions_loss: 0.1485 562/2968 [====>.........................] - ETA: 5:33 - loss: 638.1666 - logits_profile_predictions_loss: 631.7650 - logcount_predictions_loss: 0.1485 563/2968 [====>.........................] - ETA: 5:33 - loss: 638.1624 - logits_profile_predictions_loss: 631.7608 - logcount_predictions_loss: 0.1485 564/2968 [====>.........................] - ETA: 5:33 - loss: 638.1582 - logits_profile_predictions_loss: 631.7567 - logcount_predictions_loss: 0.1485 565/2968 [====>.........................] - ETA: 5:33 - loss: 638.1540 - logits_profile_predictions_loss: 631.7525 - logcount_predictions_loss: 0.1485 566/2968 [====>.........................] - ETA: 5:33 - loss: 638.1499 - logits_profile_predictions_loss: 631.7484 - logcount_predictions_loss: 0.1485 567/2968 [====>.........................] - ETA: 5:33 - loss: 638.1460 - logits_profile_predictions_loss: 631.7446 - logcount_predictions_loss: 0.1485 568/2968 [====>.........................] - ETA: 5:33 - loss: 638.1421 - logits_profile_predictions_loss: 631.7407 - logcount_predictions_loss: 0.1485 569/2968 [====>.........................] - ETA: 5:32 - loss: 638.1384 - logits_profile_predictions_loss: 631.7371 - logcount_predictions_loss: 0.1485 570/2968 [====>.........................] - ETA: 5:32 - loss: 638.1348 - logits_profile_predictions_loss: 631.7335 - logcount_predictions_loss: 0.1485 571/2968 [====>.........................] - ETA: 5:32 - loss: 638.1312 - logits_profile_predictions_loss: 631.7299 - logcount_predictions_loss: 0.1485 572/2968 [====>.........................] - ETA: 5:32 - loss: 638.1276 - logits_profile_predictions_loss: 631.7264 - logcount_predictions_loss: 0.1485 573/2968 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[=====>........................] - ETA: 5:25 - loss: 637.9593 - logits_profile_predictions_loss: 631.5616 - logcount_predictions_loss: 0.1484 626/2968 [=====>........................] - ETA: 5:25 - loss: 637.9563 - logits_profile_predictions_loss: 631.5587 - logcount_predictions_loss: 0.1484 627/2968 [=====>........................] - ETA: 5:24 - loss: 637.9533 - logits_profile_predictions_loss: 631.5557 - logcount_predictions_loss: 0.1484 628/2968 [=====>........................] - ETA: 5:24 - loss: 637.9501 - logits_profile_predictions_loss: 631.5526 - logcount_predictions_loss: 0.1484 629/2968 [=====>........................] - ETA: 5:24 - loss: 637.9471 - logits_profile_predictions_loss: 631.5496 - logcount_predictions_loss: 0.1484 630/2968 [=====>........................] - ETA: 5:24 - loss: 637.9441 - logits_profile_predictions_loss: 631.5467 - logcount_predictions_loss: 0.1484 631/2968 [=====>........................] - ETA: 5:24 - loss: 637.9411 - 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2920/2968 [============================>.] - ETA: 6s - loss: 636.8246 - logits_profile_predictions_loss: 630.4665 - logcount_predictions_loss: 0.1475 2921/2968 [============================>.] - ETA: 6s - loss: 636.8245 - logits_profile_predictions_loss: 630.4664 - logcount_predictions_loss: 0.1475 2922/2968 [============================>.] - ETA: 6s - loss: 636.8244 - logits_profile_predictions_loss: 630.4664 - logcount_predictions_loss: 0.1475 2923/2968 [============================>.] - ETA: 6s - loss: 636.8244 - logits_profile_predictions_loss: 630.4663 - logcount_predictions_loss: 0.1475 2924/2968 [============================>.] - ETA: 6s - loss: 636.8243 - logits_profile_predictions_loss: 630.4662 - logcount_predictions_loss: 0.1475 2925/2968 [============================>.] - ETA: 5s - loss: 636.8243 - logits_profile_predictions_loss: 630.4662 - logcount_predictions_loss: 0.1475 2926/2968 [============================>.] - ETA: 5s - loss: 636.8242 - logits_profile_predictions_loss: 630.4661 - logcount_predictions_loss: 0.1475 2927/2968 [============================>.] - ETA: 5s - loss: 636.8241 - logits_profile_predictions_loss: 630.4661 - logcount_predictions_loss: 0.1475 2928/2968 [============================>.] - ETA: 5s - loss: 636.8241 - logits_profile_predictions_loss: 630.4660 - logcount_predictions_loss: 0.1475 2929/2968 [============================>.] - ETA: 5s - loss: 636.8240 - logits_profile_predictions_loss: 630.4659 - logcount_predictions_loss: 0.1475 2930/2968 [============================>.] - ETA: 5s - loss: 636.8239 - logits_profile_predictions_loss: 630.4659 - logcount_predictions_loss: 0.1475 2931/2968 [============================>.] - ETA: 5s - loss: 636.8239 - logits_profile_predictions_loss: 630.4658 - logcount_predictions_loss: 0.1475 2932/2968 [============================>.] - ETA: 4s - loss: 636.8238 - logits_profile_predictions_loss: 630.4657 - logcount_predictions_loss: 0.1475 2933/2968 [============================>.] - ETA: 4s - loss: 636.8237 - logits_profile_predictions_loss: 630.4657 - logcount_predictions_loss: 0.1475 2934/2968 [============================>.] - ETA: 4s - loss: 636.8237 - logits_profile_predictions_loss: 630.4656 - logcount_predictions_loss: 0.1475 2935/2968 [============================>.] - ETA: 4s - loss: 636.8236 - logits_profile_predictions_loss: 630.4655 - logcount_predictions_loss: 0.1475 2936/2968 [============================>.] - ETA: 4s - loss: 636.8235 - logits_profile_predictions_loss: 630.4654 - logcount_predictions_loss: 0.1475 2937/2968 [============================>.] - ETA: 4s - loss: 636.8234 - logits_profile_predictions_loss: 630.4654 - logcount_predictions_loss: 0.1475 2938/2968 [============================>.] - ETA: 4s - loss: 636.8234 - logits_profile_predictions_loss: 630.4653 - logcount_predictions_loss: 0.1475 2939/2968 [============================>.] - ETA: 4s - loss: 636.8233 - logits_profile_predictions_loss: 630.4652 - logcount_predictions_loss: 0.1475 2940/2968 [============================>.] - ETA: 3s - loss: 636.8232 - logits_profile_predictions_loss: 630.4651 - logcount_predictions_loss: 0.1475 2941/2968 [============================>.] - ETA: 3s - loss: 636.8231 - logits_profile_predictions_loss: 630.4651 - logcount_predictions_loss: 0.1475 2942/2968 [============================>.] - ETA: 3s - loss: 636.8231 - logits_profile_predictions_loss: 630.4650 - logcount_predictions_loss: 0.1475 2943/2968 [============================>.] - ETA: 3s - loss: 636.8230 - logits_profile_predictions_loss: 630.4649 - logcount_predictions_loss: 0.1475 2944/2968 [============================>.] - ETA: 3s - loss: 636.8229 - logits_profile_predictions_loss: 630.4648 - logcount_predictions_loss: 0.1475 2945/2968 [============================>.] - ETA: 3s - loss: 636.8229 - logits_profile_predictions_loss: 630.4648 - logcount_predictions_loss: 0.1475 2946/2968 [============================>.] - ETA: 3s - loss: 636.8228 - logits_profile_predictions_loss: 630.4647 - logcount_predictions_loss: 0.1475 2947/2968 [============================>.] - ETA: 2s - loss: 636.8227 - logits_profile_predictions_loss: 630.4646 - logcount_predictions_loss: 0.1475 2948/2968 [============================>.] - ETA: 2s - loss: 636.8227 - logits_profile_predictions_loss: 630.4646 - logcount_predictions_loss: 0.1475 2949/2968 [============================>.] - ETA: 2s - loss: 636.8226 - logits_profile_predictions_loss: 630.4645 - logcount_predictions_loss: 0.1475 2950/2968 [============================>.] - ETA: 2s - loss: 636.8225 - logits_profile_predictions_loss: 630.4644 - logcount_predictions_loss: 0.1475 2951/2968 [============================>.] - ETA: 2s - loss: 636.8224 - logits_profile_predictions_loss: 630.4644 - logcount_predictions_loss: 0.1475 2952/2968 [============================>.] - ETA: 2s - loss: 636.8224 - logits_profile_predictions_loss: 630.4643 - logcount_predictions_loss: 0.1475 2953/2968 [============================>.] - ETA: 2s - loss: 636.8223 - logits_profile_predictions_loss: 630.4642 - logcount_predictions_loss: 0.1475 2954/2968 [============================>.] - ETA: 1s - loss: 636.8222 - logits_profile_predictions_loss: 630.4641 - logcount_predictions_loss: 0.1475 2955/2968 [============================>.] - ETA: 1s - loss: 636.8221 - logits_profile_predictions_loss: 630.4640 - logcount_predictions_loss: 0.1475 2956/2968 [============================>.] - ETA: 1s - loss: 636.8220 - logits_profile_predictions_loss: 630.4639 - logcount_predictions_loss: 0.1475 2957/2968 [============================>.] - ETA: 1s - loss: 636.8219 - logits_profile_predictions_loss: 630.4638 - logcount_predictions_loss: 0.1475 2958/2968 [============================>.] - ETA: 1s - loss: 636.8218 - logits_profile_predictions_loss: 630.4638 - logcount_predictions_loss: 0.1475 2959/2968 [============================>.] - ETA: 1s - loss: 636.8218 - logits_profile_predictions_loss: 630.4637 - logcount_predictions_loss: 0.1475 2960/2968 [============================>.] - ETA: 1s - loss: 636.8217 - logits_profile_predictions_loss: 630.4636 - logcount_predictions_loss: 0.1475 2961/2968 [============================>.] - ETA: 0s - loss: 636.8216 - logits_profile_predictions_loss: 630.4635 - logcount_predictions_loss: 0.1475 2962/2968 [============================>.] - ETA: 0s - loss: 636.8215 - logits_profile_predictions_loss: 630.4634 - logcount_predictions_loss: 0.1475 2963/2968 [============================>.] - ETA: 0s - loss: 636.8214 - logits_profile_predictions_loss: 630.4633 - logcount_predictions_loss: 0.1475 2964/2968 [============================>.] - ETA: 0s - loss: 636.8213 - logits_profile_predictions_loss: 630.4632 - logcount_predictions_loss: 0.1475 2965/2968 [============================>.] - ETA: 0s - loss: 636.8212 - logits_profile_predictions_loss: 630.4632 - logcount_predictions_loss: 0.1475 2966/2968 [============================>.] - ETA: 0s - loss: 636.8212 - logits_profile_predictions_loss: 630.4631 - logcount_predictions_loss: 0.1475 2967/2968 [============================>.] - ETA: 0s - loss: 636.8211 - logits_profile_predictions_loss: 630.4630 - logcount_predictions_loss: 0.1475 2968/2968 [==============================] - ETA: 0s - loss: 636.8210 - logits_profile_predictions_loss: 630.4629 - logcount_predictions_loss: 0.1475 2968/2968 [==============================] - 430s 145ms/step - loss: 636.8209 - logits_profile_predictions_loss: 630.4628 - logcount_predictions_loss: 0.1475 - val_loss: 681.9685 - val_logits_profile_predictions_loss: 665.0380 - val_logcount_predictions_loss: 0.3928 Epoch 00015: val_loss did not improve from 680.63861 Epoch 16/50 1/2968 [..............................] - ETA: 7:40 - loss: 686.8871 - logits_profile_predictions_loss: 679.9725 - logcount_predictions_loss: 0.1604 2/2968 [..............................] - ETA: 6:55 - loss: 665.2574 - logits_profile_predictions_loss: 658.9261 - logcount_predictions_loss: 0.1469 3/2968 [..............................] - ETA: 6:53 - loss: 663.4083 - logits_profile_predictions_loss: 657.3483 - logcount_predictions_loss: 0.1406 4/2968 [..............................] - ETA: 6:52 - loss: 660.8778 - logits_profile_predictions_loss: 654.7721 - logcount_predictions_loss: 0.1417 5/2968 [..............................] - ETA: 6:51 - loss: 659.1354 - logits_profile_predictions_loss: 652.9446 - logcount_predictions_loss: 0.1436 6/2968 [..............................] - ETA: 6:51 - loss: 660.1784 - logits_profile_predictions_loss: 654.0069 - logcount_predictions_loss: 0.1432 7/2968 [..............................] - ETA: 6:50 - loss: 660.9761 - logits_profile_predictions_loss: 654.8553 - logcount_predictions_loss: 0.1420 8/2968 [..............................] - ETA: 6:50 - loss: 661.7379 - logits_profile_predictions_loss: 655.6316 - logcount_predictions_loss: 0.1417 9/2968 [..............................] - ETA: 6:50 - loss: 661.9387 - logits_profile_predictions_loss: 655.8409 - logcount_predictions_loss: 0.1415 10/2968 [..............................] - ETA: 6:50 - loss: 662.1390 - logits_profile_predictions_loss: 656.0199 - logcount_predictions_loss: 0.1420 11/2968 [..............................] - ETA: 6:50 - loss: 662.3572 - logits_profile_predictions_loss: 656.2223 - logcount_predictions_loss: 0.1423 12/2968 [..............................] - ETA: 6:50 - loss: 662.2414 - logits_profile_predictions_loss: 656.0711 - logcount_predictions_loss: 0.1432 13/2968 [..............................] - ETA: 6:50 - loss: 662.0187 - logits_profile_predictions_loss: 655.8345 - logcount_predictions_loss: 0.1435 14/2968 [..............................] - ETA: 6:49 - loss: 661.7170 - logits_profile_predictions_loss: 655.5319 - logcount_predictions_loss: 0.1435 15/2968 [..............................] - ETA: 6:50 - loss: 661.2043 - logits_profile_predictions_loss: 655.0147 - logcount_predictions_loss: 0.1436 16/2968 [..............................] - ETA: 6:50 - loss: 660.6708 - logits_profile_predictions_loss: 654.4859 - logcount_predictions_loss: 0.1435 17/2968 [..............................] - ETA: 6:50 - loss: 660.0557 - logits_profile_predictions_loss: 653.8764 - logcount_predictions_loss: 0.1434 18/2968 [..............................] - ETA: 6:50 - loss: 659.4269 - logits_profile_predictions_loss: 653.2534 - logcount_predictions_loss: 0.1432 19/2968 [..............................] - ETA: 6:50 - loss: 658.6701 - logits_profile_predictions_loss: 652.5082 - logcount_predictions_loss: 0.1430 20/2968 [..............................] - ETA: 6:49 - loss: 657.8239 - logits_profile_predictions_loss: 651.6754 - logcount_predictions_loss: 0.1427 21/2968 [..............................] - ETA: 6:49 - loss: 656.9690 - logits_profile_predictions_loss: 650.8332 - logcount_predictions_loss: 0.1424 22/2968 [..............................] - ETA: 6:49 - loss: 656.1735 - logits_profile_predictions_loss: 650.0500 - logcount_predictions_loss: 0.1421 23/2968 [..............................] - ETA: 6:49 - loss: 655.3492 - logits_profile_predictions_loss: 649.2394 - logcount_predictions_loss: 0.1418 24/2968 [..............................] - ETA: 6:49 - loss: 654.5650 - logits_profile_predictions_loss: 648.4653 - logcount_predictions_loss: 0.1415 25/2968 [..............................] - ETA: 6:48 - loss: 653.8100 - logits_profile_predictions_loss: 647.7172 - logcount_predictions_loss: 0.1414 26/2968 [..............................] - ETA: 6:48 - loss: 653.1792 - logits_profile_predictions_loss: 647.0913 - logcount_predictions_loss: 0.1413 27/2968 [..............................] - ETA: 6:48 - loss: 652.5960 - logits_profile_predictions_loss: 646.5145 - logcount_predictions_loss: 0.1411 28/2968 [..............................] - ETA: 6:48 - loss: 652.0643 - logits_profile_predictions_loss: 645.9900 - logcount_predictions_loss: 0.1409 29/2968 [..............................] - ETA: 6:48 - loss: 651.4969 - logits_profile_predictions_loss: 645.4269 - logcount_predictions_loss: 0.1408 30/2968 [..............................] - ETA: 6:48 - loss: 650.9940 - logits_profile_predictions_loss: 644.9283 - logcount_predictions_loss: 0.1407 31/2968 [..............................] - ETA: 6:48 - loss: 650.5317 - logits_profile_predictions_loss: 644.4719 - logcount_predictions_loss: 0.1406 32/2968 [..............................] - ETA: 6:47 - loss: 650.0865 - logits_profile_predictions_loss: 644.0284 - logcount_predictions_loss: 0.1406 33/2968 [..............................] - ETA: 6:47 - loss: 649.6806 - logits_profile_predictions_loss: 643.6249 - logcount_predictions_loss: 0.1405 34/2968 [..............................] - ETA: 6:47 - loss: 649.3241 - logits_profile_predictions_loss: 643.2716 - logcount_predictions_loss: 0.1404 35/2968 [..............................] - ETA: 6:47 - loss: 649.0262 - logits_profile_predictions_loss: 642.9774 - logcount_predictions_loss: 0.1403 36/2968 [..............................] - ETA: 6:47 - loss: 648.7506 - logits_profile_predictions_loss: 642.7010 - logcount_predictions_loss: 0.1404 37/2968 [..............................] - ETA: 6:47 - loss: 648.4415 - logits_profile_predictions_loss: 642.3896 - logcount_predictions_loss: 0.1404 38/2968 [..............................] - ETA: 6:46 - loss: 648.1775 - logits_profile_predictions_loss: 642.1241 - logcount_predictions_loss: 0.1404 39/2968 [..............................] - ETA: 6:46 - loss: 647.9280 - logits_profile_predictions_loss: 641.8744 - logcount_predictions_loss: 0.1405 40/2968 [..............................] - ETA: 6:46 - loss: 647.6888 - logits_profile_predictions_loss: 641.6339 - logcount_predictions_loss: 0.1405 41/2968 [..............................] - ETA: 6:46 - loss: 647.4506 - logits_profile_predictions_loss: 641.3960 - logcount_predictions_loss: 0.1405 42/2968 [..............................] - ETA: 6:46 - loss: 647.2364 - logits_profile_predictions_loss: 641.1822 - logcount_predictions_loss: 0.1405 43/2968 [..............................] - ETA: 6:46 - loss: 647.0299 - logits_profile_predictions_loss: 640.9772 - logcount_predictions_loss: 0.1404 44/2968 [..............................] - ETA: 6:46 - loss: 646.8475 - logits_profile_predictions_loss: 640.7968 - logcount_predictions_loss: 0.1404 45/2968 [..............................] - ETA: 6:45 - loss: 646.6601 - logits_profile_predictions_loss: 640.6091 - logcount_predictions_loss: 0.1404 46/2968 [..............................] - ETA: 6:45 - loss: 646.4875 - logits_profile_predictions_loss: 640.4355 - logcount_predictions_loss: 0.1404 47/2968 [..............................] - ETA: 6:45 - loss: 646.3397 - logits_profile_predictions_loss: 640.2861 - logcount_predictions_loss: 0.1405 48/2968 [..............................] - ETA: 6:45 - loss: 646.2003 - logits_profile_predictions_loss: 640.1459 - logcount_predictions_loss: 0.1405 49/2968 [..............................] - ETA: 6:45 - loss: 646.0744 - logits_profile_predictions_loss: 640.0197 - logcount_predictions_loss: 0.1405 50/2968 [..............................] - ETA: 6:45 - loss: 645.9738 - logits_profile_predictions_loss: 639.9193 - logcount_predictions_loss: 0.1405 51/2968 [..............................] - ETA: 6:44 - loss: 645.8713 - logits_profile_predictions_loss: 639.8166 - logcount_predictions_loss: 0.1405 52/2968 [..............................] - ETA: 6:44 - loss: 645.7803 - logits_profile_predictions_loss: 639.7249 - logcount_predictions_loss: 0.1405 53/2968 [..............................] - ETA: 6:44 - loss: 645.6856 - logits_profile_predictions_loss: 639.6285 - logcount_predictions_loss: 0.1405 54/2968 [..............................] - ETA: 6:44 - loss: 645.5950 - logits_profile_predictions_loss: 639.5355 - logcount_predictions_loss: 0.1406 55/2968 [..............................] - ETA: 6:44 - loss: 645.4912 - logits_profile_predictions_loss: 639.4295 - logcount_predictions_loss: 0.1406 56/2968 [..............................] - ETA: 6:44 - loss: 645.3978 - logits_profile_predictions_loss: 639.3343 - logcount_predictions_loss: 0.1407 57/2968 [..............................] - ETA: 6:43 - loss: 645.3127 - logits_profile_predictions_loss: 639.2468 - logcount_predictions_loss: 0.1407 58/2968 [..............................] - ETA: 6:43 - loss: 645.2199 - logits_profile_predictions_loss: 639.1517 - logcount_predictions_loss: 0.1408 59/2968 [..............................] - ETA: 6:43 - loss: 645.1286 - logits_profile_predictions_loss: 639.0583 - logcount_predictions_loss: 0.1408 60/2968 [..............................] - ETA: 6:43 - loss: 645.0464 - logits_profile_predictions_loss: 638.9745 - logcount_predictions_loss: 0.1409 61/2968 [..............................] - ETA: 6:43 - loss: 644.9550 - logits_profile_predictions_loss: 638.8812 - logcount_predictions_loss: 0.1409 62/2968 [..............................] - ETA: 6:43 - loss: 644.8670 - logits_profile_predictions_loss: 638.7912 - logcount_predictions_loss: 0.1410 63/2968 [..............................] - ETA: 6:43 - loss: 644.7662 - logits_profile_predictions_loss: 638.6885 - logcount_predictions_loss: 0.1410 64/2968 [..............................] - ETA: 6:42 - loss: 644.6719 - logits_profile_predictions_loss: 638.5924 - logcount_predictions_loss: 0.1411 65/2968 [..............................] - ETA: 6:42 - loss: 644.5744 - logits_profile_predictions_loss: 638.4931 - logcount_predictions_loss: 0.1411 66/2968 [..............................] - ETA: 6:42 - loss: 644.4755 - logits_profile_predictions_loss: 638.3923 - logcount_predictions_loss: 0.1411 67/2968 [..............................] - ETA: 6:42 - loss: 644.3780 - logits_profile_predictions_loss: 638.2932 - logcount_predictions_loss: 0.1412 68/2968 [..............................] - ETA: 6:42 - loss: 644.2792 - logits_profile_predictions_loss: 638.1930 - logcount_predictions_loss: 0.1412 69/2968 [..............................] - ETA: 6:42 - loss: 644.1968 - logits_profile_predictions_loss: 638.1088 - logcount_predictions_loss: 0.1413 70/2968 [..............................] - ETA: 6:42 - loss: 644.1140 - logits_profile_predictions_loss: 638.0246 - logcount_predictions_loss: 0.1413 71/2968 [..............................] - ETA: 6:41 - loss: 644.0230 - logits_profile_predictions_loss: 637.9325 - logcount_predictions_loss: 0.1413 72/2968 [..............................] - ETA: 6:41 - loss: 643.9336 - logits_profile_predictions_loss: 637.8424 - logcount_predictions_loss: 0.1413 73/2968 [..............................] - ETA: 6:41 - loss: 643.8582 - logits_profile_predictions_loss: 637.7666 - logcount_predictions_loss: 0.1413 74/2968 [..............................] - ETA: 6:41 - loss: 643.7777 - logits_profile_predictions_loss: 637.6861 - logcount_predictions_loss: 0.1413 75/2968 [..............................] - ETA: 6:41 - loss: 643.7091 - logits_profile_predictions_loss: 637.6179 - logcount_predictions_loss: 0.1413 76/2968 [..............................] - ETA: 6:41 - loss: 643.6451 - logits_profile_predictions_loss: 637.5547 - logcount_predictions_loss: 0.1413 77/2968 [..............................] - ETA: 6:41 - loss: 643.5794 - logits_profile_predictions_loss: 637.4896 - logcount_predictions_loss: 0.1413 78/2968 [..............................] - ETA: 6:40 - loss: 643.5290 - logits_profile_predictions_loss: 637.4401 - logcount_predictions_loss: 0.1413 79/2968 [..............................] - ETA: 6:40 - loss: 643.4724 - logits_profile_predictions_loss: 637.3844 - logcount_predictions_loss: 0.1413 80/2968 [..............................] - ETA: 6:40 - loss: 643.4208 - logits_profile_predictions_loss: 637.3340 - logcount_predictions_loss: 0.1412 81/2968 [..............................] - ETA: 6:40 - loss: 643.3673 - logits_profile_predictions_loss: 637.2820 - logcount_predictions_loss: 0.1412 82/2968 [..............................] - ETA: 6:40 - loss: 643.3098 - logits_profile_predictions_loss: 637.2257 - logcount_predictions_loss: 0.1412 83/2968 [..............................] - ETA: 6:40 - loss: 643.2576 - logits_profile_predictions_loss: 637.1747 - logcount_predictions_loss: 0.1411 84/2968 [..............................] - ETA: 6:40 - loss: 643.2109 - logits_profile_predictions_loss: 637.1294 - logcount_predictions_loss: 0.1411 85/2968 [..............................] - ETA: 6:39 - loss: 643.1636 - logits_profile_predictions_loss: 637.0834 - logcount_predictions_loss: 0.1411 86/2968 [..............................] - ETA: 6:39 - loss: 643.1203 - logits_profile_predictions_loss: 637.0414 - logcount_predictions_loss: 0.1410 87/2968 [..............................] - ETA: 6:39 - loss: 643.0734 - logits_profile_predictions_loss: 636.9957 - logcount_predictions_loss: 0.1410 88/2968 [..............................] - ETA: 6:39 - 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loss: 635.2745 - logits_profile_predictions_loss: 629.3580 - logcount_predictions_loss: 0.1373 2937/2968 [============================>.] - ETA: 4s - loss: 635.2744 - logits_profile_predictions_loss: 629.3578 - logcount_predictions_loss: 0.1373 2938/2968 [============================>.] - ETA: 4s - loss: 635.2742 - logits_profile_predictions_loss: 629.3576 - logcount_predictions_loss: 0.1373 2939/2968 [============================>.] - ETA: 4s - loss: 635.2740 - logits_profile_predictions_loss: 629.3574 - logcount_predictions_loss: 0.1373 2940/2968 [============================>.] - ETA: 3s - loss: 635.2738 - logits_profile_predictions_loss: 629.3572 - logcount_predictions_loss: 0.1373 2941/2968 [============================>.] - ETA: 3s - loss: 635.2736 - logits_profile_predictions_loss: 629.3571 - logcount_predictions_loss: 0.1373 2942/2968 [============================>.] - ETA: 3s - loss: 635.2735 - logits_profile_predictions_loss: 629.3569 - logcount_predictions_loss: 0.1373 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[============================>.] - ETA: 1s - loss: 635.2711 - logits_profile_predictions_loss: 629.3544 - logcount_predictions_loss: 0.1373 2957/2968 [============================>.] - ETA: 1s - loss: 635.2709 - logits_profile_predictions_loss: 629.3542 - logcount_predictions_loss: 0.1373 2958/2968 [============================>.] - ETA: 1s - loss: 635.2707 - logits_profile_predictions_loss: 629.3540 - logcount_predictions_loss: 0.1373 2959/2968 [============================>.] - ETA: 1s - loss: 635.2705 - logits_profile_predictions_loss: 629.3538 - logcount_predictions_loss: 0.1373 2960/2968 [============================>.] - ETA: 1s - loss: 635.2704 - logits_profile_predictions_loss: 629.3537 - logcount_predictions_loss: 0.1373 2961/2968 [============================>.] - ETA: 0s - loss: 635.2702 - logits_profile_predictions_loss: 629.3535 - logcount_predictions_loss: 0.1373 2962/2968 [============================>.] - ETA: 0s - loss: 635.2700 - logits_profile_predictions_loss: 629.3533 - logcount_predictions_loss: 0.1373 2963/2968 [============================>.] - ETA: 0s - loss: 635.2699 - logits_profile_predictions_loss: 629.3531 - logcount_predictions_loss: 0.1373 2964/2968 [============================>.] - ETA: 0s - loss: 635.2697 - logits_profile_predictions_loss: 629.3530 - logcount_predictions_loss: 0.1373 2965/2968 [============================>.] - ETA: 0s - loss: 635.2696 - logits_profile_predictions_loss: 629.3528 - logcount_predictions_loss: 0.1373 2966/2968 [============================>.] - ETA: 0s - loss: 635.2694 - logits_profile_predictions_loss: 629.3526 - logcount_predictions_loss: 0.1373 2967/2968 [============================>.] - ETA: 0s - loss: 635.2692 - logits_profile_predictions_loss: 629.3525 - logcount_predictions_loss: 0.1373 2968/2968 [==============================] - ETA: 0s - loss: 635.2691 - logits_profile_predictions_loss: 629.3523 - logcount_predictions_loss: 0.1373 2968/2968 [==============================] - 430s 145ms/step - loss: 635.2689 - logits_profile_predictions_loss: 629.3521 - logcount_predictions_loss: 0.1373 - val_loss: 682.0952 - val_logits_profile_predictions_loss: 665.1505 - val_logcount_predictions_loss: 0.3931 Epoch 00016: val_loss did not improve from 680.63861 Epoch 17/50 1/2968 [..............................] - ETA: 7:38 - loss: 674.9893 - logits_profile_predictions_loss: 671.0156 - logcount_predictions_loss: 0.0922 2/2968 [..............................] - ETA: 6:53 - loss: 678.2360 - logits_profile_predictions_loss: 673.7831 - logcount_predictions_loss: 0.1033 3/2968 [..............................] - ETA: 6:53 - loss: 672.6177 - logits_profile_predictions_loss: 667.9716 - logcount_predictions_loss: 0.1078 4/2968 [..............................] - ETA: 6:52 - loss: 670.8533 - logits_profile_predictions_loss: 665.9829 - logcount_predictions_loss: 0.1130 5/2968 [..............................] - ETA: 6:51 - loss: 668.1410 - logits_profile_predictions_loss: 663.1362 - logcount_predictions_loss: 0.1161 6/2968 [..............................] - ETA: 6:51 - loss: 664.2695 - logits_profile_predictions_loss: 659.1618 - logcount_predictions_loss: 0.1185 7/2968 [..............................] - ETA: 6:50 - loss: 660.4618 - logits_profile_predictions_loss: 655.2716 - logcount_predictions_loss: 0.1204 8/2968 [..............................] - ETA: 6:50 - loss: 657.7979 - logits_profile_predictions_loss: 652.5440 - logcount_predictions_loss: 0.1219 9/2968 [..............................] - ETA: 6:50 - loss: 655.4108 - logits_profile_predictions_loss: 650.1148 - logcount_predictions_loss: 0.1229 10/2968 [..............................] - ETA: 6:50 - loss: 653.2803 - logits_profile_predictions_loss: 647.9544 - logcount_predictions_loss: 0.1236 11/2968 [..............................] - ETA: 6:50 - loss: 651.4694 - logits_profile_predictions_loss: 646.1248 - logcount_predictions_loss: 0.1240 12/2968 [..............................] - ETA: 6:50 - loss: 649.8068 - logits_profile_predictions_loss: 644.4422 - logcount_predictions_loss: 0.1245 13/2968 [..............................] - ETA: 6:50 - loss: 648.7252 - logits_profile_predictions_loss: 643.3438 - logcount_predictions_loss: 0.1249 14/2968 [..............................] - ETA: 6:50 - loss: 647.6864 - logits_profile_predictions_loss: 642.2884 - logcount_predictions_loss: 0.1252 15/2968 [..............................] - ETA: 6:49 - loss: 646.6258 - logits_profile_predictions_loss: 641.2156 - logcount_predictions_loss: 0.1255 16/2968 [..............................] - ETA: 6:49 - loss: 645.6050 - logits_profile_predictions_loss: 640.1790 - logcount_predictions_loss: 0.1259 17/2968 [..............................] - ETA: 6:49 - loss: 644.6803 - logits_profile_predictions_loss: 639.2458 - logcount_predictions_loss: 0.1261 18/2968 [..............................] - ETA: 6:49 - loss: 643.8876 - logits_profile_predictions_loss: 638.4416 - logcount_predictions_loss: 0.1264 19/2968 [..............................] - ETA: 6:48 - loss: 643.2451 - logits_profile_predictions_loss: 637.7923 - logcount_predictions_loss: 0.1265 20/2968 [..............................] - ETA: 6:48 - loss: 642.7595 - logits_profile_predictions_loss: 637.3030 - logcount_predictions_loss: 0.1266 21/2968 [..............................] - ETA: 6:48 - loss: 642.3422 - logits_profile_predictions_loss: 636.8823 - logcount_predictions_loss: 0.1267 22/2968 [..............................] - ETA: 6:48 - loss: 642.0947 - logits_profile_predictions_loss: 636.6345 - logcount_predictions_loss: 0.1267 23/2968 [..............................] - ETA: 6:48 - loss: 641.9461 - logits_profile_predictions_loss: 636.4869 - logcount_predictions_loss: 0.1267 24/2968 [..............................] - ETA: 6:48 - loss: 641.7830 - logits_profile_predictions_loss: 636.3221 - logcount_predictions_loss: 0.1267 25/2968 [..............................] - ETA: 6:48 - loss: 641.5992 - logits_profile_predictions_loss: 636.1392 - logcount_predictions_loss: 0.1267 26/2968 [..............................] - ETA: 6:47 - loss: 641.4330 - logits_profile_predictions_loss: 635.9772 - logcount_predictions_loss: 0.1266 27/2968 [..............................] - ETA: 6:47 - loss: 641.2808 - logits_profile_predictions_loss: 635.8309 - logcount_predictions_loss: 0.1264 28/2968 [..............................] - ETA: 6:47 - loss: 641.1586 - logits_profile_predictions_loss: 635.7156 - logcount_predictions_loss: 0.1263 29/2968 [..............................] - ETA: 6:47 - loss: 641.1024 - logits_profile_predictions_loss: 635.6674 - logcount_predictions_loss: 0.1261 30/2968 [..............................] - ETA: 6:47 - loss: 641.0954 - logits_profile_predictions_loss: 635.6686 - logcount_predictions_loss: 0.1259 31/2968 [..............................] - ETA: 6:47 - loss: 641.0865 - logits_profile_predictions_loss: 635.6681 - logcount_predictions_loss: 0.1257 32/2968 [..............................] - ETA: 6:46 - loss: 641.0922 - logits_profile_predictions_loss: 635.6814 - logcount_predictions_loss: 0.1255 33/2968 [..............................] - ETA: 6:46 - loss: 641.1518 - logits_profile_predictions_loss: 635.7480 - logcount_predictions_loss: 0.1254 34/2968 [..............................] - ETA: 6:46 - loss: 641.2141 - logits_profile_predictions_loss: 635.8181 - logcount_predictions_loss: 0.1252 35/2968 [..............................] - ETA: 6:46 - loss: 641.2327 - logits_profile_predictions_loss: 635.8450 - logcount_predictions_loss: 0.1250 36/2968 [..............................] - ETA: 6:46 - loss: 641.2339 - logits_profile_predictions_loss: 635.8535 - logcount_predictions_loss: 0.1248 37/2968 [..............................] - ETA: 6:46 - loss: 641.1972 - logits_profile_predictions_loss: 635.8248 - logcount_predictions_loss: 0.1247 38/2968 [..............................] - ETA: 6:46 - loss: 641.1781 - logits_profile_predictions_loss: 635.8138 - logcount_predictions_loss: 0.1245 39/2968 [..............................] - ETA: 6:46 - loss: 641.1221 - logits_profile_predictions_loss: 635.7672 - logcount_predictions_loss: 0.1242 40/2968 [..............................] - ETA: 6:45 - loss: 641.0740 - logits_profile_predictions_loss: 635.7280 - logcount_predictions_loss: 0.1240 41/2968 [..............................] - ETA: 6:45 - loss: 641.0241 - logits_profile_predictions_loss: 635.6874 - logcount_predictions_loss: 0.1238 42/2968 [..............................] - ETA: 6:45 - loss: 640.9835 - logits_profile_predictions_loss: 635.6553 - logcount_predictions_loss: 0.1236 43/2968 [..............................] - ETA: 6:45 - loss: 640.9523 - logits_profile_predictions_loss: 635.6320 - logcount_predictions_loss: 0.1234 44/2968 [..............................] - ETA: 6:45 - loss: 640.9604 - logits_profile_predictions_loss: 635.6467 - logcount_predictions_loss: 0.1233 45/2968 [..............................] - ETA: 6:45 - loss: 640.9526 - logits_profile_predictions_loss: 635.6447 - logcount_predictions_loss: 0.1232 46/2968 [..............................] - ETA: 6:45 - loss: 640.9379 - logits_profile_predictions_loss: 635.6355 - logcount_predictions_loss: 0.1230 47/2968 [..............................] - ETA: 6:45 - loss: 640.9092 - logits_profile_predictions_loss: 635.6109 - logcount_predictions_loss: 0.1229 48/2968 [..............................] - ETA: 6:44 - loss: 640.8785 - logits_profile_predictions_loss: 635.5834 - logcount_predictions_loss: 0.1229 49/2968 [..............................] - ETA: 6:44 - loss: 640.8455 - logits_profile_predictions_loss: 635.5537 - logcount_predictions_loss: 0.1228 50/2968 [..............................] - ETA: 6:44 - loss: 640.7942 - logits_profile_predictions_loss: 635.5054 - logcount_predictions_loss: 0.1227 51/2968 [..............................] - ETA: 6:44 - loss: 640.7440 - logits_profile_predictions_loss: 635.4583 - logcount_predictions_loss: 0.1226 52/2968 [..............................] - ETA: 6:44 - loss: 640.6899 - logits_profile_predictions_loss: 635.4076 - logcount_predictions_loss: 0.1226 53/2968 [..............................] - ETA: 6:44 - loss: 640.6446 - logits_profile_predictions_loss: 635.3653 - logcount_predictions_loss: 0.1225 54/2968 [..............................] - ETA: 6:44 - loss: 640.5996 - logits_profile_predictions_loss: 635.3231 - logcount_predictions_loss: 0.1224 55/2968 [..............................] - ETA: 6:43 - loss: 640.5560 - logits_profile_predictions_loss: 635.2828 - logcount_predictions_loss: 0.1223 56/2968 [..............................] - ETA: 6:43 - loss: 640.5043 - logits_profile_predictions_loss: 635.2343 - logcount_predictions_loss: 0.1223 57/2968 [..............................] - ETA: 6:43 - loss: 640.4494 - logits_profile_predictions_loss: 635.1827 - logcount_predictions_loss: 0.1222 58/2968 [..............................] - ETA: 6:43 - loss: 640.3824 - logits_profile_predictions_loss: 635.1189 - logcount_predictions_loss: 0.1221 59/2968 [..............................] - ETA: 6:43 - loss: 640.3181 - logits_profile_predictions_loss: 635.0577 - logcount_predictions_loss: 0.1221 60/2968 [..............................] - ETA: 6:43 - loss: 640.2702 - logits_profile_predictions_loss: 635.0128 - logcount_predictions_loss: 0.1220 61/2968 [..............................] - ETA: 6:43 - loss: 640.2280 - logits_profile_predictions_loss: 634.9737 - logcount_predictions_loss: 0.1219 62/2968 [..............................] - ETA: 6:42 - loss: 640.1928 - logits_profile_predictions_loss: 634.9421 - logcount_predictions_loss: 0.1218 63/2968 [..............................] - ETA: 6:42 - loss: 640.1633 - logits_profile_predictions_loss: 634.9164 - logcount_predictions_loss: 0.1217 64/2968 [..............................] - ETA: 6:42 - loss: 640.1294 - logits_profile_predictions_loss: 634.8863 - logcount_predictions_loss: 0.1217 65/2968 [..............................] - ETA: 6:42 - loss: 640.0972 - logits_profile_predictions_loss: 634.8578 - logcount_predictions_loss: 0.1216 66/2968 [..............................] - ETA: 6:42 - loss: 640.0560 - logits_profile_predictions_loss: 634.8201 - logcount_predictions_loss: 0.1215 67/2968 [..............................] - ETA: 6:42 - loss: 640.0281 - logits_profile_predictions_loss: 634.7952 - logcount_predictions_loss: 0.1214 68/2968 [..............................] - ETA: 6:42 - loss: 640.0007 - logits_profile_predictions_loss: 634.7707 - logcount_predictions_loss: 0.1213 69/2968 [..............................] - ETA: 6:42 - loss: 639.9617 - logits_profile_predictions_loss: 634.7345 - logcount_predictions_loss: 0.1213 70/2968 [..............................] - ETA: 6:41 - loss: 639.9234 - logits_profile_predictions_loss: 634.6987 - logcount_predictions_loss: 0.1212 71/2968 [..............................] - ETA: 6:41 - loss: 639.8798 - logits_profile_predictions_loss: 634.6578 - logcount_predictions_loss: 0.1212 72/2968 [..............................] - ETA: 6:41 - loss: 639.8464 - logits_profile_predictions_loss: 634.6269 - logcount_predictions_loss: 0.1211 73/2968 [..............................] - ETA: 6:41 - loss: 639.8156 - logits_profile_predictions_loss: 634.5984 - logcount_predictions_loss: 0.1211 74/2968 [..............................] - ETA: 6:41 - loss: 639.7828 - logits_profile_predictions_loss: 634.5678 - logcount_predictions_loss: 0.1210 75/2968 [..............................] - ETA: 6:41 - loss: 639.7393 - logits_profile_predictions_loss: 634.5263 - logcount_predictions_loss: 0.1210 76/2968 [..............................] - ETA: 6:41 - loss: 639.6885 - logits_profile_predictions_loss: 634.4770 - logcount_predictions_loss: 0.1209 77/2968 [..............................] - ETA: 6:41 - loss: 639.6439 - logits_profile_predictions_loss: 634.4337 - logcount_predictions_loss: 0.1209 78/2968 [..............................] - ETA: 6:40 - loss: 639.6014 - logits_profile_predictions_loss: 634.3925 - logcount_predictions_loss: 0.1209 79/2968 [..............................] - ETA: 6:40 - loss: 639.5618 - logits_profile_predictions_loss: 634.3542 - logcount_predictions_loss: 0.1208 80/2968 [..............................] - ETA: 6:40 - loss: 639.5212 - logits_profile_predictions_loss: 634.3150 - logcount_predictions_loss: 0.1208 81/2968 [..............................] - ETA: 6:40 - loss: 639.4905 - logits_profile_predictions_loss: 634.2857 - logcount_predictions_loss: 0.1208 82/2968 [..............................] - ETA: 6:40 - loss: 639.4646 - logits_profile_predictions_loss: 634.2612 - logcount_predictions_loss: 0.1207 83/2968 [..............................] - ETA: 6:40 - loss: 639.4466 - logits_profile_predictions_loss: 634.2447 - logcount_predictions_loss: 0.1207 84/2968 [..............................] - ETA: 6:40 - loss: 639.4266 - logits_profile_predictions_loss: 634.2264 - logcount_predictions_loss: 0.1207 85/2968 [..............................] - ETA: 6:39 - loss: 639.4029 - logits_profile_predictions_loss: 634.2038 - logcount_predictions_loss: 0.1206 86/2968 [..............................] - ETA: 6:39 - loss: 639.3712 - logits_profile_predictions_loss: 634.1732 - logcount_predictions_loss: 0.1206 87/2968 [..............................] - ETA: 6:39 - loss: 639.3399 - logits_profile_predictions_loss: 634.1430 - logcount_predictions_loss: 0.1206 88/2968 [..............................] - ETA: 6:39 - loss: 639.3087 - logits_profile_predictions_loss: 634.1128 - logcount_predictions_loss: 0.1206 89/2968 [..............................] - ETA: 6:39 - loss: 639.2697 - logits_profile_predictions_loss: 634.0747 - logcount_predictions_loss: 0.1205 90/2968 [..............................] - ETA: 6:39 - loss: 639.2337 - logits_profile_predictions_loss: 634.0397 - logcount_predictions_loss: 0.1205 91/2968 [..............................] - ETA: 6:39 - loss: 639.2035 - logits_profile_predictions_loss: 634.0107 - logcount_predictions_loss: 0.1205 92/2968 [..............................] - ETA: 6:38 - loss: 639.1644 - logits_profile_predictions_loss: 633.9727 - logcount_predictions_loss: 0.1205 93/2968 [..............................] - ETA: 6:38 - loss: 639.1192 - logits_profile_predictions_loss: 633.9287 - logcount_predictions_loss: 0.1204 94/2968 [..............................] - ETA: 6:38 - loss: 639.0699 - logits_profile_predictions_loss: 633.8805 - logcount_predictions_loss: 0.1204 95/2968 [..............................] - ETA: 6:38 - loss: 639.0239 - logits_profile_predictions_loss: 633.8357 - logcount_predictions_loss: 0.1204 96/2968 [..............................] - ETA: 6:38 - loss: 638.9792 - logits_profile_predictions_loss: 633.7919 - logcount_predictions_loss: 0.1204 97/2968 [..............................] - ETA: 6:38 - loss: 638.9346 - logits_profile_predictions_loss: 633.7484 - logcount_predictions_loss: 0.1203 98/2968 [..............................] - ETA: 6:38 - 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[>.............................] - ETA: 6:35 - loss: 638.2033 - logits_profile_predictions_loss: 633.0402 - logcount_predictions_loss: 0.1198 119/2968 [>.............................] - ETA: 6:35 - loss: 638.1708 - logits_profile_predictions_loss: 633.0085 - logcount_predictions_loss: 0.1198 120/2968 [>.............................] - ETA: 6:35 - loss: 638.1393 - logits_profile_predictions_loss: 632.9777 - logcount_predictions_loss: 0.1198 121/2968 [>.............................] - ETA: 6:34 - loss: 638.1032 - logits_profile_predictions_loss: 632.9423 - logcount_predictions_loss: 0.1197 122/2968 [>.............................] - ETA: 6:34 - loss: 638.0709 - logits_profile_predictions_loss: 632.9107 - logcount_predictions_loss: 0.1197 123/2968 [>.............................] - ETA: 6:34 - loss: 638.0400 - logits_profile_predictions_loss: 632.8805 - logcount_predictions_loss: 0.1197 124/2968 [>.............................] - ETA: 6:34 - loss: 638.0045 - 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[>.............................] - ETA: 6:26 - loss: 636.1555 - logits_profile_predictions_loss: 631.0079 - logcount_predictions_loss: 0.1194 184/2968 [>.............................] - ETA: 6:26 - loss: 636.1306 - logits_profile_predictions_loss: 630.9828 - logcount_predictions_loss: 0.1194 185/2968 [>.............................] - ETA: 6:26 - loss: 636.1062 - logits_profile_predictions_loss: 630.9582 - logcount_predictions_loss: 0.1194 186/2968 [>.............................] - ETA: 6:25 - loss: 636.0835 - logits_profile_predictions_loss: 630.9352 - logcount_predictions_loss: 0.1194 187/2968 [>.............................] - ETA: 6:25 - loss: 636.0599 - logits_profile_predictions_loss: 630.9115 - logcount_predictions_loss: 0.1195 188/2968 [>.............................] - ETA: 6:25 - loss: 636.0370 - logits_profile_predictions_loss: 630.8884 - logcount_predictions_loss: 0.1195 189/2968 [>.............................] - ETA: 6:25 - loss: 636.0150 - 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logits_profile_predictions_loss: 629.0119 - logcount_predictions_loss: 0.1196 372/2968 [==>...........................] - ETA: 6:00 - loss: 634.1597 - logits_profile_predictions_loss: 629.0056 - logcount_predictions_loss: 0.1196 373/2968 [==>...........................] - ETA: 6:00 - loss: 634.1535 - logits_profile_predictions_loss: 628.9993 - logcount_predictions_loss: 0.1196 374/2968 [==>...........................] - ETA: 5:59 - loss: 634.1474 - logits_profile_predictions_loss: 628.9931 - logcount_predictions_loss: 0.1196 375/2968 [==>...........................] - ETA: 5:59 - loss: 634.1411 - logits_profile_predictions_loss: 628.9867 - logcount_predictions_loss: 0.1196 376/2968 [==>...........................] - ETA: 5:59 - loss: 634.1350 - logits_profile_predictions_loss: 628.9806 - logcount_predictions_loss: 0.1196 377/2968 [==>...........................] - ETA: 5:59 - loss: 634.1288 - logits_profile_predictions_loss: 628.9742 - logcount_predictions_loss: 0.1196 378/2968 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logits_profile_predictions_loss: 628.8563 - logcount_predictions_loss: 0.1196 398/2968 [===>..........................] - ETA: 5:56 - loss: 634.0069 - logits_profile_predictions_loss: 628.8504 - logcount_predictions_loss: 0.1196 399/2968 [===>..........................] - ETA: 5:56 - loss: 634.0013 - logits_profile_predictions_loss: 628.8447 - logcount_predictions_loss: 0.1196 400/2968 [===>..........................] - ETA: 5:56 - loss: 633.9954 - logits_profile_predictions_loss: 628.8387 - logcount_predictions_loss: 0.1196 401/2968 [===>..........................] - ETA: 5:56 - loss: 633.9894 - logits_profile_predictions_loss: 628.8326 - logcount_predictions_loss: 0.1196 402/2968 [===>..........................] - ETA: 5:56 - loss: 633.9830 - logits_profile_predictions_loss: 628.8261 - logcount_predictions_loss: 0.1197 403/2968 [===>..........................] - ETA: 5:55 - loss: 633.9770 - logits_profile_predictions_loss: 628.8200 - logcount_predictions_loss: 0.1197 404/2968 [===>..........................] - ETA: 5:55 - loss: 633.9711 - logits_profile_predictions_loss: 628.8140 - logcount_predictions_loss: 0.1197 405/2968 [===>..........................] - ETA: 5:55 - loss: 633.9654 - logits_profile_predictions_loss: 628.8081 - logcount_predictions_loss: 0.1197 406/2968 [===>..........................] - ETA: 5:55 - loss: 633.9599 - logits_profile_predictions_loss: 628.8026 - logcount_predictions_loss: 0.1197 407/2968 [===>..........................] - ETA: 5:55 - loss: 633.9547 - logits_profile_predictions_loss: 628.7973 - logcount_predictions_loss: 0.1197 408/2968 [===>..........................] - ETA: 5:55 - loss: 633.9494 - logits_profile_predictions_loss: 628.7919 - logcount_predictions_loss: 0.1197 409/2968 [===>..........................] - ETA: 5:55 - loss: 633.9441 - logits_profile_predictions_loss: 628.7865 - logcount_predictions_loss: 0.1197 410/2968 [===>..........................] - ETA: 5:54 - loss: 633.9389 - logits_profile_predictions_loss: 628.7812 - logcount_predictions_loss: 0.1197 411/2968 [===>..........................] - ETA: 5:54 - loss: 633.9335 - logits_profile_predictions_loss: 628.7757 - logcount_predictions_loss: 0.1197 412/2968 [===>..........................] - ETA: 5:54 - loss: 633.9282 - logits_profile_predictions_loss: 628.7702 - logcount_predictions_loss: 0.1197 413/2968 [===>..........................] - ETA: 5:54 - loss: 633.9227 - logits_profile_predictions_loss: 628.7647 - logcount_predictions_loss: 0.1197 414/2968 [===>..........................] - ETA: 5:54 - loss: 633.9171 - logits_profile_predictions_loss: 628.7590 - logcount_predictions_loss: 0.1197 415/2968 [===>..........................] - ETA: 5:54 - loss: 633.9115 - logits_profile_predictions_loss: 628.7533 - logcount_predictions_loss: 0.1197 416/2968 [===>..........................] - ETA: 5:54 - loss: 633.9058 - logits_profile_predictions_loss: 628.7474 - logcount_predictions_loss: 0.1197 417/2968 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logits_profile_predictions_loss: 628.7085 - logcount_predictions_loss: 0.1197 424/2968 [===>..........................] - ETA: 5:53 - loss: 633.8628 - logits_profile_predictions_loss: 628.7036 - logcount_predictions_loss: 0.1197 425/2968 [===>..........................] - ETA: 5:52 - loss: 633.8580 - logits_profile_predictions_loss: 628.6986 - logcount_predictions_loss: 0.1197 426/2968 [===>..........................] - ETA: 5:52 - loss: 633.8532 - logits_profile_predictions_loss: 628.6937 - logcount_predictions_loss: 0.1197 427/2968 [===>..........................] - ETA: 5:52 - loss: 633.8484 - logits_profile_predictions_loss: 628.6888 - logcount_predictions_loss: 0.1197 428/2968 [===>..........................] - ETA: 5:52 - loss: 633.8437 - logits_profile_predictions_loss: 628.6839 - logcount_predictions_loss: 0.1197 429/2968 [===>..........................] - ETA: 5:52 - loss: 633.8390 - logits_profile_predictions_loss: 628.6791 - logcount_predictions_loss: 0.1197 430/2968 [===>..........................] - ETA: 5:52 - loss: 633.8344 - logits_profile_predictions_loss: 628.6744 - logcount_predictions_loss: 0.1197 431/2968 [===>..........................] - ETA: 5:52 - loss: 633.8300 - logits_profile_predictions_loss: 628.6698 - logcount_predictions_loss: 0.1197 432/2968 [===>..........................] - ETA: 5:51 - loss: 633.8255 - logits_profile_predictions_loss: 628.6653 - logcount_predictions_loss: 0.1197 433/2968 [===>..........................] - ETA: 5:51 - loss: 633.8212 - logits_profile_predictions_loss: 628.6608 - logcount_predictions_loss: 0.1197 434/2968 [===>..........................] - ETA: 5:51 - loss: 633.8170 - logits_profile_predictions_loss: 628.6565 - logcount_predictions_loss: 0.1197 435/2968 [===>..........................] - ETA: 5:51 - loss: 633.8127 - logits_profile_predictions_loss: 628.6521 - logcount_predictions_loss: 0.1197 436/2968 [===>..........................] - ETA: 5:51 - loss: 633.8086 - logits_profile_predictions_loss: 628.6479 - logcount_predictions_loss: 0.1197 437/2968 [===>..........................] - ETA: 5:51 - loss: 633.8043 - logits_profile_predictions_loss: 628.6435 - logcount_predictions_loss: 0.1197 438/2968 [===>..........................] - ETA: 5:51 - loss: 633.8001 - logits_profile_predictions_loss: 628.6392 - logcount_predictions_loss: 0.1197 439/2968 [===>..........................] - ETA: 5:50 - loss: 633.7963 - logits_profile_predictions_loss: 628.6352 - logcount_predictions_loss: 0.1197 440/2968 [===>..........................] - ETA: 5:50 - loss: 633.7922 - logits_profile_predictions_loss: 628.6310 - logcount_predictions_loss: 0.1198 441/2968 [===>..........................] - ETA: 5:50 - loss: 633.7883 - logits_profile_predictions_loss: 628.6271 - logcount_predictions_loss: 0.1198 442/2968 [===>..........................] - ETA: 5:50 - loss: 633.7845 - logits_profile_predictions_loss: 628.6232 - logcount_predictions_loss: 0.1198 443/2968 [===>..........................] - ETA: 5:50 - loss: 633.7808 - logits_profile_predictions_loss: 628.6193 - logcount_predictions_loss: 0.1198 444/2968 [===>..........................] - ETA: 5:50 - loss: 633.7770 - logits_profile_predictions_loss: 628.6155 - logcount_predictions_loss: 0.1198 445/2968 [===>..........................] - ETA: 5:50 - loss: 633.7734 - logits_profile_predictions_loss: 628.6118 - logcount_predictions_loss: 0.1198 446/2968 [===>..........................] - ETA: 5:49 - loss: 633.7697 - logits_profile_predictions_loss: 628.6080 - logcount_predictions_loss: 0.1198 447/2968 [===>..........................] - ETA: 5:49 - loss: 633.7659 - logits_profile_predictions_loss: 628.6041 - logcount_predictions_loss: 0.1198 448/2968 [===>..........................] - ETA: 5:49 - loss: 633.7621 - logits_profile_predictions_loss: 628.6002 - logcount_predictions_loss: 0.1198 449/2968 [===>..........................] - ETA: 5:49 - loss: 633.7581 - logits_profile_predictions_loss: 628.5961 - logcount_predictions_loss: 0.1198 450/2968 [===>..........................] - ETA: 5:49 - loss: 633.7542 - logits_profile_predictions_loss: 628.5921 - logcount_predictions_loss: 0.1198 451/2968 [===>..........................] - ETA: 5:49 - loss: 633.7503 - logits_profile_predictions_loss: 628.5880 - logcount_predictions_loss: 0.1198 452/2968 [===>..........................] - ETA: 5:49 - loss: 633.7462 - logits_profile_predictions_loss: 628.5839 - logcount_predictions_loss: 0.1198 453/2968 [===>..........................] - ETA: 5:49 - loss: 633.7424 - logits_profile_predictions_loss: 628.5799 - logcount_predictions_loss: 0.1198 454/2968 [===>..........................] - ETA: 5:48 - loss: 633.7386 - logits_profile_predictions_loss: 628.5761 - logcount_predictions_loss: 0.1198 455/2968 [===>..........................] - ETA: 5:48 - loss: 633.7348 - logits_profile_predictions_loss: 628.5722 - logcount_predictions_loss: 0.1198 456/2968 [===>..........................] - ETA: 5:48 - loss: 633.7313 - logits_profile_predictions_loss: 628.5685 - logcount_predictions_loss: 0.1198 457/2968 [===>..........................] - ETA: 5:48 - loss: 633.7277 - logits_profile_predictions_loss: 628.5649 - logcount_predictions_loss: 0.1198 458/2968 [===>..........................] - ETA: 5:48 - loss: 633.7240 - logits_profile_predictions_loss: 628.5611 - logcount_predictions_loss: 0.1198 459/2968 [===>..........................] - ETA: 5:48 - loss: 633.7203 - logits_profile_predictions_loss: 628.5572 - logcount_predictions_loss: 0.1198 460/2968 [===>..........................] - ETA: 5:48 - loss: 633.7168 - logits_profile_predictions_loss: 628.5537 - logcount_predictions_loss: 0.1198 461/2968 [===>..........................] - ETA: 5:47 - loss: 633.7135 - logits_profile_predictions_loss: 628.5503 - logcount_predictions_loss: 0.1198 462/2968 [===>..........................] - ETA: 5:47 - loss: 633.7101 - logits_profile_predictions_loss: 628.5468 - logcount_predictions_loss: 0.1198 463/2968 [===>..........................] - ETA: 5:47 - loss: 633.7067 - logits_profile_predictions_loss: 628.5434 - logcount_predictions_loss: 0.1198 464/2968 [===>..........................] - ETA: 5:47 - loss: 633.7036 - logits_profile_predictions_loss: 628.5401 - logcount_predictions_loss: 0.1198 465/2968 [===>..........................] - ETA: 5:47 - loss: 633.7003 - logits_profile_predictions_loss: 628.5368 - logcount_predictions_loss: 0.1198 466/2968 [===>..........................] - ETA: 5:47 - loss: 633.6971 - logits_profile_predictions_loss: 628.5335 - logcount_predictions_loss: 0.1198 467/2968 [===>..........................] - ETA: 5:47 - loss: 633.6939 - logits_profile_predictions_loss: 628.5302 - logcount_predictions_loss: 0.1198 468/2968 [===>..........................] - ETA: 5:46 - loss: 633.6907 - logits_profile_predictions_loss: 628.5270 - logcount_predictions_loss: 0.1198 469/2968 [===>..........................] - ETA: 5:46 - loss: 633.6875 - logits_profile_predictions_loss: 628.5237 - logcount_predictions_loss: 0.1198 470/2968 [===>..........................] - ETA: 5:46 - loss: 633.6840 - logits_profile_predictions_loss: 628.5201 - logcount_predictions_loss: 0.1198 471/2968 [===>..........................] - ETA: 5:46 - loss: 633.6806 - logits_profile_predictions_loss: 628.5166 - logcount_predictions_loss: 0.1198 472/2968 [===>..........................] - ETA: 5:46 - loss: 633.6775 - logits_profile_predictions_loss: 628.5134 - logcount_predictions_loss: 0.1198 473/2968 [===>..........................] - ETA: 5:46 - loss: 633.6743 - logits_profile_predictions_loss: 628.5102 - logcount_predictions_loss: 0.1198 474/2968 [===>..........................] - ETA: 5:46 - loss: 633.6710 - logits_profile_predictions_loss: 628.5068 - logcount_predictions_loss: 0.1198 475/2968 [===>..........................] - ETA: 5:45 - loss: 633.6678 - logits_profile_predictions_loss: 628.5036 - logcount_predictions_loss: 0.1198 476/2968 [===>..........................] - ETA: 5:45 - loss: 633.6649 - logits_profile_predictions_loss: 628.5006 - logcount_predictions_loss: 0.1198 477/2968 [===>..........................] - ETA: 5:45 - loss: 633.6622 - logits_profile_predictions_loss: 628.4979 - logcount_predictions_loss: 0.1198 478/2968 [===>..........................] - ETA: 5:45 - loss: 633.6594 - logits_profile_predictions_loss: 628.4950 - logcount_predictions_loss: 0.1198 479/2968 [===>..........................] - ETA: 5:45 - loss: 633.6566 - logits_profile_predictions_loss: 628.4922 - logcount_predictions_loss: 0.1198 480/2968 [===>..........................] - ETA: 5:45 - loss: 633.6542 - logits_profile_predictions_loss: 628.4897 - logcount_predictions_loss: 0.1198 481/2968 [===>..........................] - ETA: 5:45 - loss: 633.6515 - logits_profile_predictions_loss: 628.4869 - logcount_predictions_loss: 0.1198 482/2968 [===>..........................] - ETA: 5:44 - loss: 633.6487 - logits_profile_predictions_loss: 628.4842 - logcount_predictions_loss: 0.1198 483/2968 [===>..........................] - ETA: 5:44 - loss: 633.6462 - logits_profile_predictions_loss: 628.4816 - logcount_predictions_loss: 0.1198 484/2968 [===>..........................] - ETA: 5:44 - loss: 633.6437 - logits_profile_predictions_loss: 628.4790 - logcount_predictions_loss: 0.1198 485/2968 [===>..........................] - ETA: 5:44 - loss: 633.6413 - logits_profile_predictions_loss: 628.4765 - logcount_predictions_loss: 0.1198 486/2968 [===>..........................] - ETA: 5:44 - loss: 633.6387 - logits_profile_predictions_loss: 628.4739 - logcount_predictions_loss: 0.1198 487/2968 [===>..........................] - ETA: 5:44 - loss: 633.6362 - logits_profile_predictions_loss: 628.4712 - logcount_predictions_loss: 0.1198 488/2968 [===>..........................] - ETA: 5:44 - loss: 633.6334 - logits_profile_predictions_loss: 628.4684 - logcount_predictions_loss: 0.1198 489/2968 [===>..........................] - ETA: 5:44 - loss: 633.6305 - logits_profile_predictions_loss: 628.4654 - logcount_predictions_loss: 0.1198 490/2968 [===>..........................] - ETA: 5:43 - loss: 633.6276 - logits_profile_predictions_loss: 628.4624 - logcount_predictions_loss: 0.1198 491/2968 [===>..........................] - ETA: 5:43 - loss: 633.6246 - logits_profile_predictions_loss: 628.4593 - logcount_predictions_loss: 0.1198 492/2968 [===>..........................] - ETA: 5:43 - loss: 633.6217 - logits_profile_predictions_loss: 628.4564 - logcount_predictions_loss: 0.1199 493/2968 [===>..........................] - ETA: 5:43 - loss: 633.6188 - logits_profile_predictions_loss: 628.4533 - logcount_predictions_loss: 0.1199 494/2968 [===>..........................] - ETA: 5:43 - loss: 633.6159 - logits_profile_predictions_loss: 628.4503 - logcount_predictions_loss: 0.1199 495/2968 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logits_profile_predictions_loss: 628.4280 - logcount_predictions_loss: 0.1199 502/2968 [====>.........................] - ETA: 5:42 - loss: 633.5911 - logits_profile_predictions_loss: 628.4248 - logcount_predictions_loss: 0.1199 503/2968 [====>.........................] - ETA: 5:42 - loss: 633.5878 - logits_profile_predictions_loss: 628.4214 - logcount_predictions_loss: 0.1199 504/2968 [====>.........................] - ETA: 5:42 - loss: 633.5846 - logits_profile_predictions_loss: 628.4181 - logcount_predictions_loss: 0.1199 505/2968 [====>.........................] - ETA: 5:41 - loss: 633.5816 - logits_profile_predictions_loss: 628.4150 - logcount_predictions_loss: 0.1199 506/2968 [====>.........................] - ETA: 5:41 - loss: 633.5785 - logits_profile_predictions_loss: 628.4118 - logcount_predictions_loss: 0.1199 507/2968 [====>.........................] - ETA: 5:41 - loss: 633.5755 - logits_profile_predictions_loss: 628.4087 - logcount_predictions_loss: 0.1199 508/2968 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[====>.........................] - ETA: 5:39 - loss: 633.5363 - logits_profile_predictions_loss: 628.3681 - logcount_predictions_loss: 0.1199 522/2968 [====>.........................] - ETA: 5:39 - loss: 633.5338 - logits_profile_predictions_loss: 628.3655 - logcount_predictions_loss: 0.1199 523/2968 [====>.........................] - ETA: 5:39 - loss: 633.5312 - logits_profile_predictions_loss: 628.3628 - logcount_predictions_loss: 0.1199 524/2968 [====>.........................] - ETA: 5:39 - loss: 633.5286 - logits_profile_predictions_loss: 628.3601 - logcount_predictions_loss: 0.1199 525/2968 [====>.........................] - ETA: 5:39 - loss: 633.5260 - logits_profile_predictions_loss: 628.3574 - logcount_predictions_loss: 0.1199 526/2968 [====>.........................] - ETA: 5:38 - loss: 633.5232 - logits_profile_predictions_loss: 628.3545 - logcount_predictions_loss: 0.1199 527/2968 [====>.........................] - ETA: 5:38 - loss: 633.5203 - 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[====>.........................] - ETA: 5:37 - loss: 633.4997 - logits_profile_predictions_loss: 628.3302 - logcount_predictions_loss: 0.1199 535/2968 [====>.........................] - ETA: 5:37 - loss: 633.4966 - logits_profile_predictions_loss: 628.3270 - logcount_predictions_loss: 0.1199 536/2968 [====>.........................] - ETA: 5:37 - loss: 633.4933 - logits_profile_predictions_loss: 628.3236 - logcount_predictions_loss: 0.1199 537/2968 [====>.........................] - ETA: 5:37 - loss: 633.4900 - logits_profile_predictions_loss: 628.3202 - logcount_predictions_loss: 0.1200 538/2968 [====>.........................] - ETA: 5:37 - loss: 633.4868 - logits_profile_predictions_loss: 628.3169 - logcount_predictions_loss: 0.1200 539/2968 [====>.........................] - ETA: 5:37 - loss: 633.4839 - logits_profile_predictions_loss: 628.3139 - logcount_predictions_loss: 0.1200 540/2968 [====>.........................] - ETA: 5:37 - loss: 633.4809 - 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[====>.........................] - ETA: 5:36 - loss: 633.4606 - logits_profile_predictions_loss: 628.2897 - logcount_predictions_loss: 0.1200 548/2968 [====>.........................] - ETA: 5:35 - loss: 633.4575 - logits_profile_predictions_loss: 628.2865 - logcount_predictions_loss: 0.1200 549/2968 [====>.........................] - ETA: 5:35 - loss: 633.4546 - logits_profile_predictions_loss: 628.2834 - logcount_predictions_loss: 0.1200 550/2968 [====>.........................] - ETA: 5:35 - loss: 633.4516 - logits_profile_predictions_loss: 628.2804 - logcount_predictions_loss: 0.1200 551/2968 [====>.........................] - ETA: 5:35 - loss: 633.4488 - logits_profile_predictions_loss: 628.2774 - logcount_predictions_loss: 0.1200 552/2968 [====>.........................] - ETA: 5:35 - loss: 633.4459 - logits_profile_predictions_loss: 628.2744 - logcount_predictions_loss: 0.1200 553/2968 [====>.........................] - ETA: 5:35 - loss: 633.4431 - 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[====>.........................] - ETA: 5:34 - loss: 633.4252 - logits_profile_predictions_loss: 628.2528 - logcount_predictions_loss: 0.1200 561/2968 [====>.........................] - ETA: 5:34 - loss: 633.4226 - logits_profile_predictions_loss: 628.2501 - logcount_predictions_loss: 0.1200 562/2968 [====>.........................] - ETA: 5:33 - loss: 633.4200 - logits_profile_predictions_loss: 628.2474 - logcount_predictions_loss: 0.1200 563/2968 [====>.........................] - ETA: 5:33 - loss: 633.4170 - logits_profile_predictions_loss: 628.2443 - logcount_predictions_loss: 0.1200 564/2968 [====>.........................] - ETA: 5:33 - loss: 633.4140 - logits_profile_predictions_loss: 628.2411 - logcount_predictions_loss: 0.1200 565/2968 [====>.........................] - ETA: 5:33 - loss: 633.4111 - logits_profile_predictions_loss: 628.2381 - logcount_predictions_loss: 0.1200 566/2968 [====>.........................] - ETA: 5:33 - loss: 633.4083 - 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[====>.........................] - ETA: 5:32 - loss: 633.3901 - logits_profile_predictions_loss: 628.2164 - logcount_predictions_loss: 0.1200 574/2968 [====>.........................] - ETA: 5:32 - loss: 633.3875 - logits_profile_predictions_loss: 628.2137 - logcount_predictions_loss: 0.1200 575/2968 [====>.........................] - ETA: 5:32 - loss: 633.3849 - logits_profile_predictions_loss: 628.2111 - logcount_predictions_loss: 0.1200 576/2968 [====>.........................] - ETA: 5:32 - loss: 633.3824 - logits_profile_predictions_loss: 628.2085 - logcount_predictions_loss: 0.1200 577/2968 [====>.........................] - ETA: 5:31 - loss: 633.3801 - logits_profile_predictions_loss: 628.2061 - logcount_predictions_loss: 0.1200 578/2968 [====>.........................] - ETA: 5:31 - loss: 633.3778 - logits_profile_predictions_loss: 628.2037 - logcount_predictions_loss: 0.1201 579/2968 [====>.........................] - ETA: 5:31 - loss: 633.3754 - 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[====>.........................] - ETA: 5:30 - loss: 633.3589 - logits_profile_predictions_loss: 628.1844 - logcount_predictions_loss: 0.1201 587/2968 [====>.........................] - ETA: 5:30 - loss: 633.3568 - logits_profile_predictions_loss: 628.1821 - logcount_predictions_loss: 0.1201 588/2968 [====>.........................] - ETA: 5:30 - loss: 633.3545 - logits_profile_predictions_loss: 628.1798 - logcount_predictions_loss: 0.1201 589/2968 [====>.........................] - ETA: 5:30 - loss: 633.3523 - logits_profile_predictions_loss: 628.1775 - logcount_predictions_loss: 0.1201 590/2968 [====>.........................] - ETA: 5:30 - loss: 633.3500 - logits_profile_predictions_loss: 628.1751 - logcount_predictions_loss: 0.1201 591/2968 [====>.........................] - ETA: 5:29 - loss: 633.3479 - logits_profile_predictions_loss: 628.1729 - logcount_predictions_loss: 0.1201 592/2968 [====>.........................] - ETA: 5:29 - loss: 633.3459 - 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[=====>........................] - ETA: 5:28 - loss: 633.3303 - logits_profile_predictions_loss: 628.1547 - logcount_predictions_loss: 0.1201 600/2968 [=====>........................] - ETA: 5:28 - loss: 633.3277 - logits_profile_predictions_loss: 628.1521 - logcount_predictions_loss: 0.1201 601/2968 [=====>........................] - ETA: 5:28 - loss: 633.3252 - logits_profile_predictions_loss: 628.1494 - logcount_predictions_loss: 0.1201 602/2968 [=====>........................] - ETA: 5:28 - loss: 633.3225 - logits_profile_predictions_loss: 628.1467 - logcount_predictions_loss: 0.1201 603/2968 [=====>........................] - ETA: 5:28 - loss: 633.3199 - logits_profile_predictions_loss: 628.1440 - logcount_predictions_loss: 0.1201 604/2968 [=====>........................] - ETA: 5:28 - loss: 633.3171 - logits_profile_predictions_loss: 628.1411 - logcount_predictions_loss: 0.1201 605/2968 [=====>........................] - ETA: 5:27 - loss: 633.3143 - 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[=====>........................] - ETA: 5:27 - loss: 633.2941 - logits_profile_predictions_loss: 628.1172 - logcount_predictions_loss: 0.1201 613/2968 [=====>........................] - ETA: 5:26 - loss: 633.2912 - logits_profile_predictions_loss: 628.1142 - logcount_predictions_loss: 0.1201 614/2968 [=====>........................] - ETA: 5:26 - loss: 633.2885 - logits_profile_predictions_loss: 628.1114 - logcount_predictions_loss: 0.1201 615/2968 [=====>........................] - ETA: 5:26 - loss: 633.2860 - logits_profile_predictions_loss: 628.1088 - logcount_predictions_loss: 0.1201 616/2968 [=====>........................] - ETA: 5:26 - loss: 633.2835 - logits_profile_predictions_loss: 628.1062 - logcount_predictions_loss: 0.1201 617/2968 [=====>........................] - ETA: 5:26 - loss: 633.2810 - logits_profile_predictions_loss: 628.1036 - logcount_predictions_loss: 0.1201 618/2968 [=====>........................] - ETA: 5:26 - loss: 633.2784 - 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[=====>........................] - ETA: 5:25 - loss: 633.2615 - logits_profile_predictions_loss: 628.0833 - logcount_predictions_loss: 0.1201 626/2968 [=====>........................] - ETA: 5:25 - loss: 633.2592 - logits_profile_predictions_loss: 628.0809 - logcount_predictions_loss: 0.1202 627/2968 [=====>........................] - ETA: 5:24 - loss: 633.2568 - logits_profile_predictions_loss: 628.0784 - logcount_predictions_loss: 0.1202 628/2968 [=====>........................] - ETA: 5:24 - loss: 633.2543 - logits_profile_predictions_loss: 628.0758 - logcount_predictions_loss: 0.1202 629/2968 [=====>........................] - ETA: 5:24 - loss: 633.2518 - logits_profile_predictions_loss: 628.0732 - logcount_predictions_loss: 0.1202 630/2968 [=====>........................] - ETA: 5:24 - loss: 633.2493 - logits_profile_predictions_loss: 628.0706 - logcount_predictions_loss: 0.1202 631/2968 [=====>........................] - ETA: 5:24 - loss: 633.2468 - 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2920/2968 [============================>.] - ETA: 6s - loss: 631.8863 - logits_profile_predictions_loss: 626.6959 - logcount_predictions_loss: 0.1204 2921/2968 [============================>.] - ETA: 6s - loss: 631.8860 - logits_profile_predictions_loss: 626.6956 - logcount_predictions_loss: 0.1204 2922/2968 [============================>.] - ETA: 6s - loss: 631.8856 - logits_profile_predictions_loss: 626.6952 - logcount_predictions_loss: 0.1204 2923/2968 [============================>.] - ETA: 6s - loss: 631.8852 - logits_profile_predictions_loss: 626.6948 - logcount_predictions_loss: 0.1204 2924/2968 [============================>.] - ETA: 6s - loss: 631.8848 - logits_profile_predictions_loss: 626.6944 - logcount_predictions_loss: 0.1204 2925/2968 [============================>.] - ETA: 5s - loss: 631.8844 - logits_profile_predictions_loss: 626.6941 - logcount_predictions_loss: 0.1204 2926/2968 [============================>.] - ETA: 5s - loss: 631.8840 - logits_profile_predictions_loss: 626.6937 - logcount_predictions_loss: 0.1204 2927/2968 [============================>.] - ETA: 5s - loss: 631.8836 - logits_profile_predictions_loss: 626.6933 - logcount_predictions_loss: 0.1204 2928/2968 [============================>.] - ETA: 5s - loss: 631.8832 - logits_profile_predictions_loss: 626.6930 - logcount_predictions_loss: 0.1204 2929/2968 [============================>.] - ETA: 5s - loss: 631.8828 - logits_profile_predictions_loss: 626.6926 - logcount_predictions_loss: 0.1204 2930/2968 [============================>.] - ETA: 5s - loss: 631.8824 - logits_profile_predictions_loss: 626.6922 - logcount_predictions_loss: 0.1204 2931/2968 [============================>.] - ETA: 5s - loss: 631.8820 - logits_profile_predictions_loss: 626.6918 - logcount_predictions_loss: 0.1204 2932/2968 [============================>.] - ETA: 4s - loss: 631.8817 - logits_profile_predictions_loss: 626.6915 - logcount_predictions_loss: 0.1204 2933/2968 [============================>.] - ETA: 4s - loss: 631.8813 - logits_profile_predictions_loss: 626.6911 - logcount_predictions_loss: 0.1204 2934/2968 [============================>.] - ETA: 4s - loss: 631.8809 - logits_profile_predictions_loss: 626.6907 - logcount_predictions_loss: 0.1204 2935/2968 [============================>.] - ETA: 4s - loss: 631.8805 - logits_profile_predictions_loss: 626.6904 - logcount_predictions_loss: 0.1204 2936/2968 [============================>.] - ETA: 4s - loss: 631.8801 - logits_profile_predictions_loss: 626.6900 - logcount_predictions_loss: 0.1204 2937/2968 [============================>.] - ETA: 4s - loss: 631.8797 - logits_profile_predictions_loss: 626.6896 - logcount_predictions_loss: 0.1204 2938/2968 [============================>.] - ETA: 4s - loss: 631.8793 - logits_profile_predictions_loss: 626.6892 - logcount_predictions_loss: 0.1204 2939/2968 [============================>.] - ETA: 4s - loss: 631.8789 - logits_profile_predictions_loss: 626.6889 - logcount_predictions_loss: 0.1204 2940/2968 [============================>.] - ETA: 3s - loss: 631.8785 - logits_profile_predictions_loss: 626.6885 - logcount_predictions_loss: 0.1204 2941/2968 [============================>.] - ETA: 3s - loss: 631.8781 - logits_profile_predictions_loss: 626.6881 - logcount_predictions_loss: 0.1204 2942/2968 [============================>.] - ETA: 3s - loss: 631.8777 - logits_profile_predictions_loss: 626.6877 - logcount_predictions_loss: 0.1204 2943/2968 [============================>.] - ETA: 3s - loss: 631.8773 - logits_profile_predictions_loss: 626.6873 - logcount_predictions_loss: 0.1204 2944/2968 [============================>.] - ETA: 3s - loss: 631.8769 - logits_profile_predictions_loss: 626.6870 - logcount_predictions_loss: 0.1204 2945/2968 [============================>.] - ETA: 3s - loss: 631.8765 - logits_profile_predictions_loss: 626.6866 - logcount_predictions_loss: 0.1204 2946/2968 [============================>.] - ETA: 3s - loss: 631.8761 - logits_profile_predictions_loss: 626.6862 - logcount_predictions_loss: 0.1204 2947/2968 [============================>.] - ETA: 2s - loss: 631.8757 - logits_profile_predictions_loss: 626.6858 - logcount_predictions_loss: 0.1204 2948/2968 [============================>.] - ETA: 2s - loss: 631.8754 - logits_profile_predictions_loss: 626.6855 - logcount_predictions_loss: 0.1204 2949/2968 [============================>.] - ETA: 2s - loss: 631.8750 - logits_profile_predictions_loss: 626.6851 - logcount_predictions_loss: 0.1204 2950/2968 [============================>.] - ETA: 2s - loss: 631.8746 - logits_profile_predictions_loss: 626.6847 - logcount_predictions_loss: 0.1204 2951/2968 [============================>.] - ETA: 2s - loss: 631.8742 - logits_profile_predictions_loss: 626.6843 - logcount_predictions_loss: 0.1204 2952/2968 [============================>.] - ETA: 2s - loss: 631.8738 - logits_profile_predictions_loss: 626.6839 - logcount_predictions_loss: 0.1204 2953/2968 [============================>.] - ETA: 2s - loss: 631.8734 - logits_profile_predictions_loss: 626.6836 - logcount_predictions_loss: 0.1204 2954/2968 [============================>.] - ETA: 1s - loss: 631.8730 - logits_profile_predictions_loss: 626.6832 - logcount_predictions_loss: 0.1204 2955/2968 [============================>.] - ETA: 1s - loss: 631.8726 - logits_profile_predictions_loss: 626.6828 - logcount_predictions_loss: 0.1204 2956/2968 [============================>.] - ETA: 1s - loss: 631.8722 - logits_profile_predictions_loss: 626.6825 - logcount_predictions_loss: 0.1204 2957/2968 [============================>.] - ETA: 1s - loss: 631.8718 - logits_profile_predictions_loss: 626.6821 - logcount_predictions_loss: 0.1204 2958/2968 [============================>.] - ETA: 1s - loss: 631.8714 - logits_profile_predictions_loss: 626.6817 - logcount_predictions_loss: 0.1204 2959/2968 [============================>.] - ETA: 1s - loss: 631.8711 - logits_profile_predictions_loss: 626.6814 - logcount_predictions_loss: 0.1204 2960/2968 [============================>.] - ETA: 1s - loss: 631.8707 - logits_profile_predictions_loss: 626.6810 - logcount_predictions_loss: 0.1204 2961/2968 [============================>.] - ETA: 0s - loss: 631.8703 - logits_profile_predictions_loss: 626.6807 - logcount_predictions_loss: 0.1204 2962/2968 [============================>.] - ETA: 0s - loss: 631.8700 - logits_profile_predictions_loss: 626.6803 - logcount_predictions_loss: 0.1204 2963/2968 [============================>.] - ETA: 0s - loss: 631.8696 - logits_profile_predictions_loss: 626.6800 - logcount_predictions_loss: 0.1204 2964/2968 [============================>.] - ETA: 0s - loss: 631.8692 - logits_profile_predictions_loss: 626.6796 - logcount_predictions_loss: 0.1204 2965/2968 [============================>.] - ETA: 0s - loss: 631.8688 - logits_profile_predictions_loss: 626.6793 - logcount_predictions_loss: 0.1204 2966/2968 [============================>.] - ETA: 0s - loss: 631.8685 - logits_profile_predictions_loss: 626.6789 - logcount_predictions_loss: 0.1204 2967/2968 [============================>.] - ETA: 0s - loss: 631.8681 - logits_profile_predictions_loss: 626.6786 - logcount_predictions_loss: 0.1204 2968/2968 [==============================] - ETA: 0s - loss: 631.8677 - logits_profile_predictions_loss: 626.6782 - logcount_predictions_loss: 0.1204 2968/2968 [==============================] - 431s 145ms/step - loss: 631.8673 - logits_profile_predictions_loss: 626.6778 - logcount_predictions_loss: 0.1204 - val_loss: 683.0965 - val_logits_profile_predictions_loss: 665.0788 - val_logcount_predictions_loss: 0.4180 Epoch 00017: val_loss did not improve from 680.63861 Epoch 18/50 1/2968 [..............................] - ETA: 7:42 - loss: 672.0322 - logits_profile_predictions_loss: 668.2930 - logcount_predictions_loss: 0.0868 2/2968 [..............................] - ETA: 7:19 - loss: 654.7017 - logits_profile_predictions_loss: 650.5042 - logcount_predictions_loss: 0.0974 3/2968 [..............................] - ETA: 7:06 - loss: 645.3494 - logits_profile_predictions_loss: 640.9838 - logcount_predictions_loss: 0.1013 4/2968 [..............................] - ETA: 7:02 - loss: 642.0120 - logits_profile_predictions_loss: 637.3850 - logcount_predictions_loss: 0.1074 5/2968 [..............................] - ETA: 6:59 - loss: 642.1799 - logits_profile_predictions_loss: 637.4311 - logcount_predictions_loss: 0.1102 6/2968 [..............................] - ETA: 6:57 - loss: 641.4740 - logits_profile_predictions_loss: 636.6986 - logcount_predictions_loss: 0.1108 7/2968 [..............................] - ETA: 6:56 - loss: 640.9650 - logits_profile_predictions_loss: 636.2023 - logcount_predictions_loss: 0.1105 8/2968 [..............................] - ETA: 6:55 - loss: 640.1504 - logits_profile_predictions_loss: 635.3924 - logcount_predictions_loss: 0.1104 9/2968 [..............................] - ETA: 6:54 - loss: 639.5491 - logits_profile_predictions_loss: 634.7989 - logcount_predictions_loss: 0.1102 10/2968 [..............................] - ETA: 6:53 - loss: 639.1229 - logits_profile_predictions_loss: 634.3480 - logcount_predictions_loss: 0.1108 11/2968 [..............................] - ETA: 6:53 - loss: 639.2581 - logits_profile_predictions_loss: 634.4782 - logcount_predictions_loss: 0.1109 12/2968 [..............................] - ETA: 6:52 - loss: 639.8790 - logits_profile_predictions_loss: 635.1041 - logcount_predictions_loss: 0.1108 13/2968 [..............................] - ETA: 6:52 - loss: 640.5589 - logits_profile_predictions_loss: 635.7999 - logcount_predictions_loss: 0.1104 14/2968 [..............................] - ETA: 6:52 - loss: 640.9111 - logits_profile_predictions_loss: 636.1673 - logcount_predictions_loss: 0.1101 15/2968 [..............................] - ETA: 6:52 - loss: 640.9073 - logits_profile_predictions_loss: 636.1767 - logcount_predictions_loss: 0.1098 16/2968 [..............................] - ETA: 6:51 - loss: 640.9855 - logits_profile_predictions_loss: 636.2721 - logcount_predictions_loss: 0.1094 17/2968 [..............................] - ETA: 6:51 - loss: 641.0693 - logits_profile_predictions_loss: 636.3680 - logcount_predictions_loss: 0.1091 18/2968 [..............................] - ETA: 6:51 - loss: 641.1523 - logits_profile_predictions_loss: 636.4623 - logcount_predictions_loss: 0.1088 19/2968 [..............................] - ETA: 6:50 - loss: 641.1377 - logits_profile_predictions_loss: 636.4526 - logcount_predictions_loss: 0.1087 20/2968 [..............................] - ETA: 6:50 - loss: 641.0429 - logits_profile_predictions_loss: 636.3614 - logcount_predictions_loss: 0.1086 21/2968 [..............................] - ETA: 6:50 - loss: 640.9258 - logits_profile_predictions_loss: 636.2448 - logcount_predictions_loss: 0.1086 22/2968 [..............................] - ETA: 6:50 - loss: 640.8503 - logits_profile_predictions_loss: 636.1701 - logcount_predictions_loss: 0.1086 23/2968 [..............................] - ETA: 6:49 - loss: 640.7302 - logits_profile_predictions_loss: 636.0523 - logcount_predictions_loss: 0.1085 24/2968 [..............................] - ETA: 6:49 - loss: 640.5379 - logits_profile_predictions_loss: 635.8616 - logcount_predictions_loss: 0.1085 25/2968 [..............................] - ETA: 6:49 - loss: 640.2600 - logits_profile_predictions_loss: 635.5814 - logcount_predictions_loss: 0.1086 26/2968 [..............................] - ETA: 6:49 - loss: 639.9624 - logits_profile_predictions_loss: 635.2831 - logcount_predictions_loss: 0.1086 27/2968 [..............................] - ETA: 6:49 - loss: 639.6649 - logits_profile_predictions_loss: 634.9840 - logcount_predictions_loss: 0.1086 28/2968 [..............................] - ETA: 6:48 - loss: 639.4733 - logits_profile_predictions_loss: 634.7889 - logcount_predictions_loss: 0.1087 29/2968 [..............................] - ETA: 6:48 - loss: 639.2383 - logits_profile_predictions_loss: 634.5502 - logcount_predictions_loss: 0.1088 30/2968 [..............................] - ETA: 6:48 - loss: 639.0197 - logits_profile_predictions_loss: 634.3274 - logcount_predictions_loss: 0.1089 31/2968 [..............................] - ETA: 6:48 - loss: 638.8492 - logits_profile_predictions_loss: 634.1545 - logcount_predictions_loss: 0.1089 32/2968 [..............................] - ETA: 6:48 - loss: 638.7270 - logits_profile_predictions_loss: 634.0299 - logcount_predictions_loss: 0.1090 33/2968 [..............................] - ETA: 6:48 - loss: 638.5880 - logits_profile_predictions_loss: 633.8853 - logcount_predictions_loss: 0.1091 34/2968 [..............................] - ETA: 6:47 - loss: 638.5074 - logits_profile_predictions_loss: 633.8008 - logcount_predictions_loss: 0.1092 35/2968 [..............................] - ETA: 6:47 - loss: 638.4380 - logits_profile_predictions_loss: 633.7273 - logcount_predictions_loss: 0.1093 36/2968 [..............................] - ETA: 6:47 - loss: 638.3996 - logits_profile_predictions_loss: 633.6848 - logcount_predictions_loss: 0.1094 37/2968 [..............................] - ETA: 6:47 - loss: 638.3612 - logits_profile_predictions_loss: 633.6428 - logcount_predictions_loss: 0.1095 38/2968 [..............................] - ETA: 6:47 - loss: 638.3365 - logits_profile_predictions_loss: 633.6144 - logcount_predictions_loss: 0.1096 39/2968 [..............................] - ETA: 6:47 - loss: 638.3033 - logits_profile_predictions_loss: 633.5782 - logcount_predictions_loss: 0.1096 40/2968 [..............................] - ETA: 6:46 - loss: 638.2732 - logits_profile_predictions_loss: 633.5463 - logcount_predictions_loss: 0.1097 41/2968 [..............................] - ETA: 6:46 - loss: 638.2729 - logits_profile_predictions_loss: 633.5434 - logcount_predictions_loss: 0.1097 42/2968 [..............................] - ETA: 6:46 - loss: 638.2273 - logits_profile_predictions_loss: 633.4945 - logcount_predictions_loss: 0.1098 43/2968 [..............................] - ETA: 6:46 - loss: 638.1922 - logits_profile_predictions_loss: 633.4566 - logcount_predictions_loss: 0.1099 44/2968 [..............................] - ETA: 6:46 - loss: 638.1423 - logits_profile_predictions_loss: 633.4041 - logcount_predictions_loss: 0.1099 45/2968 [..............................] - ETA: 6:46 - loss: 638.1028 - logits_profile_predictions_loss: 633.3623 - logcount_predictions_loss: 0.1100 46/2968 [..............................] - ETA: 6:46 - loss: 638.0688 - logits_profile_predictions_loss: 633.3243 - logcount_predictions_loss: 0.1101 47/2968 [..............................] - ETA: 6:46 - loss: 638.0256 - logits_profile_predictions_loss: 633.2768 - logcount_predictions_loss: 0.1102 48/2968 [..............................] - ETA: 6:45 - loss: 637.9788 - logits_profile_predictions_loss: 633.2259 - logcount_predictions_loss: 0.1103 49/2968 [..............................] - ETA: 6:45 - loss: 637.9315 - logits_profile_predictions_loss: 633.1739 - logcount_predictions_loss: 0.1104 50/2968 [..............................] - ETA: 6:45 - loss: 637.8754 - logits_profile_predictions_loss: 633.1134 - logcount_predictions_loss: 0.1105 51/2968 [..............................] - ETA: 6:45 - loss: 637.8366 - logits_profile_predictions_loss: 633.0706 - logcount_predictions_loss: 0.1106 52/2968 [..............................] - ETA: 6:45 - loss: 637.7908 - logits_profile_predictions_loss: 633.0208 - logcount_predictions_loss: 0.1107 53/2968 [..............................] - ETA: 6:45 - loss: 637.7569 - logits_profile_predictions_loss: 632.9835 - logcount_predictions_loss: 0.1108 54/2968 [..............................] - ETA: 6:44 - loss: 637.7203 - logits_profile_predictions_loss: 632.9446 - logcount_predictions_loss: 0.1108 55/2968 [..............................] - ETA: 6:44 - loss: 637.6960 - logits_profile_predictions_loss: 632.9182 - logcount_predictions_loss: 0.1109 56/2968 [..............................] - ETA: 6:44 - loss: 637.6728 - logits_profile_predictions_loss: 632.8931 - logcount_predictions_loss: 0.1109 57/2968 [..............................] - ETA: 6:44 - loss: 637.6537 - logits_profile_predictions_loss: 632.8715 - logcount_predictions_loss: 0.1110 58/2968 [..............................] - ETA: 6:44 - loss: 637.6274 - logits_profile_predictions_loss: 632.8431 - logcount_predictions_loss: 0.1110 59/2968 [..............................] - ETA: 6:44 - loss: 637.5983 - logits_profile_predictions_loss: 632.8117 - logcount_predictions_loss: 0.1111 60/2968 [..............................] - ETA: 6:44 - loss: 637.5717 - logits_profile_predictions_loss: 632.7826 - logcount_predictions_loss: 0.1111 61/2968 [..............................] - ETA: 6:43 - loss: 637.5505 - logits_profile_predictions_loss: 632.7587 - logcount_predictions_loss: 0.1112 62/2968 [..............................] - ETA: 6:43 - loss: 637.5146 - logits_profile_predictions_loss: 632.7202 - logcount_predictions_loss: 0.1112 63/2968 [..............................] - ETA: 6:43 - loss: 637.4775 - logits_profile_predictions_loss: 632.6803 - logcount_predictions_loss: 0.1113 64/2968 [..............................] - ETA: 6:43 - loss: 637.4275 - logits_profile_predictions_loss: 632.6279 - logcount_predictions_loss: 0.1114 65/2968 [..............................] - ETA: 6:43 - loss: 637.3868 - logits_profile_predictions_loss: 632.5849 - logcount_predictions_loss: 0.1114 66/2968 [..............................] - ETA: 6:43 - loss: 637.3444 - logits_profile_predictions_loss: 632.5407 - logcount_predictions_loss: 0.1115 67/2968 [..............................] - ETA: 6:42 - loss: 637.3075 - logits_profile_predictions_loss: 632.5021 - logcount_predictions_loss: 0.1115 68/2968 [..............................] - ETA: 6:42 - loss: 637.2668 - logits_profile_predictions_loss: 632.4594 - logcount_predictions_loss: 0.1115 69/2968 [..............................] - ETA: 6:42 - loss: 637.2359 - logits_profile_predictions_loss: 632.4267 - logcount_predictions_loss: 0.1116 70/2968 [..............................] - ETA: 6:42 - loss: 637.2023 - logits_profile_predictions_loss: 632.3917 - logcount_predictions_loss: 0.1116 71/2968 [..............................] - ETA: 6:42 - loss: 637.1614 - logits_profile_predictions_loss: 632.3497 - logcount_predictions_loss: 0.1116 72/2968 [..............................] - ETA: 6:42 - loss: 637.1189 - logits_profile_predictions_loss: 632.3062 - logcount_predictions_loss: 0.1117 73/2968 [..............................] - ETA: 6:42 - loss: 637.0917 - logits_profile_predictions_loss: 632.2779 - logcount_predictions_loss: 0.1117 74/2968 [..............................] - ETA: 6:41 - loss: 637.0691 - logits_profile_predictions_loss: 632.2542 - logcount_predictions_loss: 0.1117 75/2968 [..............................] - ETA: 6:41 - loss: 637.0429 - logits_profile_predictions_loss: 632.2273 - logcount_predictions_loss: 0.1117 76/2968 [..............................] - ETA: 6:41 - loss: 637.0211 - logits_profile_predictions_loss: 632.2050 - logcount_predictions_loss: 0.1117 77/2968 [..............................] - ETA: 6:41 - loss: 637.0066 - logits_profile_predictions_loss: 632.1901 - logcount_predictions_loss: 0.1118 78/2968 [..............................] - ETA: 6:41 - loss: 636.9874 - logits_profile_predictions_loss: 632.1707 - logcount_predictions_loss: 0.1118 79/2968 [..............................] - ETA: 6:41 - loss: 636.9669 - logits_profile_predictions_loss: 632.1501 - logcount_predictions_loss: 0.1118 80/2968 [..............................] - ETA: 6:41 - loss: 636.9443 - logits_profile_predictions_loss: 632.1275 - logcount_predictions_loss: 0.1118 81/2968 [..............................] - ETA: 6:40 - loss: 636.9213 - logits_profile_predictions_loss: 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[=>............................] - ETA: 6:16 - loss: 633.4289 - logits_profile_predictions_loss: 628.6970 - logcount_predictions_loss: 0.1098 252/2968 [=>............................] - ETA: 6:16 - loss: 633.4257 - logits_profile_predictions_loss: 628.6936 - logcount_predictions_loss: 0.1098 253/2968 [=>............................] - ETA: 6:16 - loss: 633.4222 - logits_profile_predictions_loss: 628.6901 - logcount_predictions_loss: 0.1098 254/2968 [=>............................] - ETA: 6:16 - loss: 633.4184 - logits_profile_predictions_loss: 628.6862 - logcount_predictions_loss: 0.1098 255/2968 [=>............................] - ETA: 6:16 - loss: 633.4141 - logits_profile_predictions_loss: 628.6817 - logcount_predictions_loss: 0.1098 256/2968 [=>............................] - ETA: 6:16 - loss: 633.4101 - logits_profile_predictions_loss: 628.6776 - logcount_predictions_loss: 0.1098 257/2968 [=>............................] - ETA: 6:15 - loss: 633.4052 - 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[=>............................] - ETA: 6:15 - loss: 633.3825 - logits_profile_predictions_loss: 628.6490 - logcount_predictions_loss: 0.1098 265/2968 [=>............................] - ETA: 6:14 - loss: 633.3792 - logits_profile_predictions_loss: 628.6456 - logcount_predictions_loss: 0.1098 266/2968 [=>............................] - ETA: 6:14 - loss: 633.3753 - logits_profile_predictions_loss: 628.6415 - logcount_predictions_loss: 0.1098 267/2968 [=>............................] - ETA: 6:14 - loss: 633.3718 - logits_profile_predictions_loss: 628.6378 - logcount_predictions_loss: 0.1098 268/2968 [=>............................] - ETA: 6:14 - loss: 633.3694 - logits_profile_predictions_loss: 628.6353 - logcount_predictions_loss: 0.1098 269/2968 [=>............................] - ETA: 6:14 - loss: 633.3670 - logits_profile_predictions_loss: 628.6328 - logcount_predictions_loss: 0.1098 270/2968 [=>............................] - ETA: 6:14 - loss: 633.3645 - 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[=>............................] - ETA: 6:13 - loss: 633.3349 - logits_profile_predictions_loss: 628.5997 - logcount_predictions_loss: 0.1099 278/2968 [=>............................] - ETA: 6:13 - loss: 633.3293 - logits_profile_predictions_loss: 628.5940 - logcount_predictions_loss: 0.1099 279/2968 [=>............................] - ETA: 6:12 - loss: 633.3238 - logits_profile_predictions_loss: 628.5884 - logcount_predictions_loss: 0.1099 280/2968 [=>............................] - ETA: 6:12 - loss: 633.3191 - logits_profile_predictions_loss: 628.5835 - logcount_predictions_loss: 0.1099 281/2968 [=>............................] - ETA: 6:12 - loss: 633.3133 - logits_profile_predictions_loss: 628.5776 - logcount_predictions_loss: 0.1099 282/2968 [=>............................] - ETA: 6:12 - loss: 633.3070 - logits_profile_predictions_loss: 628.5712 - logcount_predictions_loss: 0.1099 283/2968 [=>............................] - ETA: 6:12 - loss: 633.3011 - 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logits_profile_predictions_loss: 627.4635 - logcount_predictions_loss: 0.1100 479/2968 [===>..........................] - ETA: 5:45 - loss: 632.1991 - logits_profile_predictions_loss: 627.4597 - logcount_predictions_loss: 0.1100 480/2968 [===>..........................] - ETA: 5:45 - loss: 632.1953 - logits_profile_predictions_loss: 627.4559 - logcount_predictions_loss: 0.1100 481/2968 [===>..........................] - ETA: 5:45 - loss: 632.1914 - logits_profile_predictions_loss: 627.4520 - logcount_predictions_loss: 0.1100 482/2968 [===>..........................] - ETA: 5:44 - loss: 632.1874 - logits_profile_predictions_loss: 627.4480 - logcount_predictions_loss: 0.1100 483/2968 [===>..........................] - ETA: 5:44 - loss: 632.1833 - logits_profile_predictions_loss: 627.4439 - logcount_predictions_loss: 0.1100 484/2968 [===>..........................] - ETA: 5:44 - loss: 632.1793 - logits_profile_predictions_loss: 627.4399 - logcount_predictions_loss: 0.1100 485/2968 [===>..........................] - ETA: 5:44 - loss: 632.1755 - logits_profile_predictions_loss: 627.4361 - logcount_predictions_loss: 0.1100 486/2968 [===>..........................] - ETA: 5:44 - loss: 632.1720 - logits_profile_predictions_loss: 627.4326 - logcount_predictions_loss: 0.1100 487/2968 [===>..........................] - ETA: 5:44 - loss: 632.1686 - logits_profile_predictions_loss: 627.4292 - logcount_predictions_loss: 0.1100 488/2968 [===>..........................] - ETA: 5:44 - loss: 632.1653 - logits_profile_predictions_loss: 627.4259 - logcount_predictions_loss: 0.1100 489/2968 [===>..........................] - ETA: 5:43 - loss: 632.1621 - logits_profile_predictions_loss: 627.4226 - logcount_predictions_loss: 0.1100 490/2968 [===>..........................] - ETA: 5:43 - loss: 632.1589 - logits_profile_predictions_loss: 627.4194 - logcount_predictions_loss: 0.1100 491/2968 [===>..........................] - ETA: 5:43 - loss: 632.1557 - logits_profile_predictions_loss: 627.4163 - logcount_predictions_loss: 0.1100 492/2968 [===>..........................] - ETA: 5:43 - loss: 632.1526 - logits_profile_predictions_loss: 627.4131 - logcount_predictions_loss: 0.1100 493/2968 [===>..........................] - ETA: 5:43 - loss: 632.1493 - logits_profile_predictions_loss: 627.4098 - logcount_predictions_loss: 0.1100 494/2968 [===>..........................] - ETA: 5:43 - loss: 632.1460 - logits_profile_predictions_loss: 627.4065 - logcount_predictions_loss: 0.1100 495/2968 [====>.........................] - ETA: 5:43 - loss: 632.1426 - logits_profile_predictions_loss: 627.4032 - logcount_predictions_loss: 0.1100 496/2968 [====>.........................] - ETA: 5:42 - loss: 632.1392 - logits_profile_predictions_loss: 627.3998 - logcount_predictions_loss: 0.1100 497/2968 [====>.........................] - ETA: 5:42 - loss: 632.1360 - logits_profile_predictions_loss: 627.3965 - logcount_predictions_loss: 0.1100 498/2968 [====>.........................] - ETA: 5:42 - loss: 632.1325 - logits_profile_predictions_loss: 627.3931 - logcount_predictions_loss: 0.1100 499/2968 [====>.........................] - ETA: 5:42 - loss: 632.1291 - logits_profile_predictions_loss: 627.3897 - logcount_predictions_loss: 0.1100 500/2968 [====>.........................] - ETA: 5:42 - loss: 632.1257 - logits_profile_predictions_loss: 627.3862 - logcount_predictions_loss: 0.1100 501/2968 [====>.........................] - ETA: 5:42 - loss: 632.1221 - logits_profile_predictions_loss: 627.3826 - logcount_predictions_loss: 0.1100 502/2968 [====>.........................] - ETA: 5:42 - loss: 632.1184 - logits_profile_predictions_loss: 627.3789 - logcount_predictions_loss: 0.1100 503/2968 [====>.........................] - ETA: 5:41 - loss: 632.1147 - logits_profile_predictions_loss: 627.3752 - logcount_predictions_loss: 0.1100 504/2968 [====>.........................] - ETA: 5:41 - loss: 632.1108 - logits_profile_predictions_loss: 627.3713 - logcount_predictions_loss: 0.1100 505/2968 [====>.........................] - ETA: 5:41 - loss: 632.1069 - logits_profile_predictions_loss: 627.3674 - logcount_predictions_loss: 0.1100 506/2968 [====>.........................] - ETA: 5:41 - loss: 632.1030 - logits_profile_predictions_loss: 627.3635 - logcount_predictions_loss: 0.1100 507/2968 [====>.........................] - ETA: 5:41 - loss: 632.0993 - logits_profile_predictions_loss: 627.3598 - logcount_predictions_loss: 0.1100 508/2968 [====>.........................] - ETA: 5:41 - loss: 632.0956 - logits_profile_predictions_loss: 627.3560 - logcount_predictions_loss: 0.1100 509/2968 [====>.........................] - ETA: 5:41 - loss: 632.0918 - logits_profile_predictions_loss: 627.3522 - logcount_predictions_loss: 0.1100 510/2968 [====>.........................] - ETA: 5:40 - loss: 632.0879 - logits_profile_predictions_loss: 627.3483 - logcount_predictions_loss: 0.1100 511/2968 [====>.........................] - ETA: 5:40 - loss: 632.0840 - logits_profile_predictions_loss: 627.3444 - logcount_predictions_loss: 0.1100 512/2968 [====>.........................] - ETA: 5:40 - loss: 632.0802 - logits_profile_predictions_loss: 627.3405 - logcount_predictions_loss: 0.1100 513/2968 [====>.........................] - ETA: 5:40 - loss: 632.0761 - logits_profile_predictions_loss: 627.3364 - logcount_predictions_loss: 0.1100 514/2968 [====>.........................] - ETA: 5:40 - loss: 632.0720 - logits_profile_predictions_loss: 627.3323 - logcount_predictions_loss: 0.1100 515/2968 [====>.........................] - ETA: 5:40 - loss: 632.0681 - logits_profile_predictions_loss: 627.3284 - logcount_predictions_loss: 0.1100 516/2968 [====>.........................] - ETA: 5:40 - loss: 632.0642 - logits_profile_predictions_loss: 627.3244 - logcount_predictions_loss: 0.1100 517/2968 [====>.........................] - ETA: 5:40 - loss: 632.0602 - logits_profile_predictions_loss: 627.3204 - logcount_predictions_loss: 0.1100 518/2968 [====>.........................] - ETA: 5:39 - loss: 632.0564 - logits_profile_predictions_loss: 627.3166 - logcount_predictions_loss: 0.1100 519/2968 [====>.........................] - ETA: 5:39 - loss: 632.0527 - logits_profile_predictions_loss: 627.3128 - logcount_predictions_loss: 0.1100 520/2968 [====>.........................] - ETA: 5:39 - loss: 632.0491 - logits_profile_predictions_loss: 627.3093 - logcount_predictions_loss: 0.1100 521/2968 [====>.........................] - ETA: 5:39 - loss: 632.0456 - logits_profile_predictions_loss: 627.3057 - logcount_predictions_loss: 0.1100 522/2968 [====>.........................] - ETA: 5:39 - loss: 632.0420 - logits_profile_predictions_loss: 627.3020 - logcount_predictions_loss: 0.1100 523/2968 [====>.........................] - ETA: 5:39 - loss: 632.0383 - logits_profile_predictions_loss: 627.2983 - logcount_predictions_loss: 0.1100 524/2968 [====>.........................] - ETA: 5:39 - loss: 632.0348 - logits_profile_predictions_loss: 627.2948 - logcount_predictions_loss: 0.1100 525/2968 [====>.........................] - ETA: 5:38 - loss: 632.0310 - logits_profile_predictions_loss: 627.2910 - logcount_predictions_loss: 0.1100 526/2968 [====>.........................] - ETA: 5:38 - loss: 632.0272 - logits_profile_predictions_loss: 627.2871 - logcount_predictions_loss: 0.1100 527/2968 [====>.........................] - ETA: 5:38 - loss: 632.0234 - logits_profile_predictions_loss: 627.2833 - logcount_predictions_loss: 0.1100 528/2968 [====>.........................] - ETA: 5:38 - loss: 632.0197 - logits_profile_predictions_loss: 627.2796 - logcount_predictions_loss: 0.1100 529/2968 [====>.........................] - ETA: 5:38 - loss: 632.0160 - logits_profile_predictions_loss: 627.2759 - logcount_predictions_loss: 0.1100 530/2968 [====>.........................] - ETA: 5:38 - loss: 632.0122 - logits_profile_predictions_loss: 627.2721 - logcount_predictions_loss: 0.1100 531/2968 [====>.........................] - ETA: 5:38 - loss: 632.0085 - logits_profile_predictions_loss: 627.2683 - logcount_predictions_loss: 0.1100 532/2968 [====>.........................] - ETA: 5:37 - loss: 632.0049 - logits_profile_predictions_loss: 627.2647 - logcount_predictions_loss: 0.1100 533/2968 [====>.........................] - ETA: 5:37 - loss: 632.0011 - logits_profile_predictions_loss: 627.2608 - logcount_predictions_loss: 0.1100 534/2968 [====>.........................] - ETA: 5:37 - loss: 631.9972 - logits_profile_predictions_loss: 627.2569 - logcount_predictions_loss: 0.1100 535/2968 [====>.........................] - ETA: 5:37 - loss: 631.9934 - logits_profile_predictions_loss: 627.2531 - logcount_predictions_loss: 0.1100 536/2968 [====>.........................] - ETA: 5:37 - loss: 631.9897 - logits_profile_predictions_loss: 627.2494 - logcount_predictions_loss: 0.1100 537/2968 [====>.........................] - ETA: 5:37 - loss: 631.9861 - logits_profile_predictions_loss: 627.2458 - logcount_predictions_loss: 0.1100 538/2968 [====>.........................] - ETA: 5:37 - loss: 631.9824 - logits_profile_predictions_loss: 627.2420 - logcount_predictions_loss: 0.1100 539/2968 [====>.........................] - ETA: 5:36 - loss: 631.9785 - logits_profile_predictions_loss: 627.2381 - logcount_predictions_loss: 0.1100 540/2968 [====>.........................] - ETA: 5:36 - loss: 631.9746 - logits_profile_predictions_loss: 627.2342 - logcount_predictions_loss: 0.1100 541/2968 [====>.........................] - ETA: 5:36 - loss: 631.9707 - logits_profile_predictions_loss: 627.2302 - logcount_predictions_loss: 0.1100 542/2968 [====>.........................] - ETA: 5:36 - loss: 631.9666 - logits_profile_predictions_loss: 627.2261 - logcount_predictions_loss: 0.1100 543/2968 [====>.........................] - ETA: 5:36 - loss: 631.9624 - logits_profile_predictions_loss: 627.2219 - logcount_predictions_loss: 0.1100 544/2968 [====>.........................] - ETA: 5:36 - loss: 631.9581 - logits_profile_predictions_loss: 627.2176 - logcount_predictions_loss: 0.1100 545/2968 [====>.........................] - ETA: 5:36 - loss: 631.9540 - logits_profile_predictions_loss: 627.2134 - logcount_predictions_loss: 0.1100 546/2968 [====>.........................] - ETA: 5:36 - loss: 631.9501 - logits_profile_predictions_loss: 627.2095 - logcount_predictions_loss: 0.1100 547/2968 [====>.........................] - ETA: 5:35 - loss: 631.9462 - logits_profile_predictions_loss: 627.2055 - logcount_predictions_loss: 0.1100 548/2968 [====>.........................] - ETA: 5:35 - loss: 631.9422 - logits_profile_predictions_loss: 627.2015 - logcount_predictions_loss: 0.1100 549/2968 [====>.........................] - ETA: 5:35 - loss: 631.9381 - logits_profile_predictions_loss: 627.1974 - logcount_predictions_loss: 0.1100 550/2968 [====>.........................] - ETA: 5:35 - loss: 631.9339 - logits_profile_predictions_loss: 627.1932 - logcount_predictions_loss: 0.1100 551/2968 [====>.........................] - ETA: 5:35 - loss: 631.9299 - logits_profile_predictions_loss: 627.1891 - logcount_predictions_loss: 0.1100 552/2968 [====>.........................] - ETA: 5:35 - loss: 631.9256 - logits_profile_predictions_loss: 627.1848 - logcount_predictions_loss: 0.1100 553/2968 [====>.........................] - ETA: 5:35 - loss: 631.9214 - logits_profile_predictions_loss: 627.1805 - logcount_predictions_loss: 0.1100 554/2968 [====>.........................] - ETA: 5:34 - loss: 631.9172 - logits_profile_predictions_loss: 627.1763 - logcount_predictions_loss: 0.1100 555/2968 [====>.........................] - ETA: 5:34 - loss: 631.9129 - logits_profile_predictions_loss: 627.1720 - logcount_predictions_loss: 0.1100 556/2968 [====>.........................] - ETA: 5:34 - loss: 631.9086 - logits_profile_predictions_loss: 627.1677 - logcount_predictions_loss: 0.1100 557/2968 [====>.........................] - ETA: 5:34 - loss: 631.9044 - logits_profile_predictions_loss: 627.1634 - logcount_predictions_loss: 0.1100 558/2968 [====>.........................] - ETA: 5:34 - loss: 631.9000 - logits_profile_predictions_loss: 627.1591 - logcount_predictions_loss: 0.1100 559/2968 [====>.........................] - ETA: 5:34 - loss: 631.8956 - logits_profile_predictions_loss: 627.1546 - logcount_predictions_loss: 0.1100 560/2968 [====>.........................] - ETA: 5:34 - loss: 631.8912 - logits_profile_predictions_loss: 627.1502 - logcount_predictions_loss: 0.1100 561/2968 [====>.........................] - ETA: 5:33 - loss: 631.8870 - logits_profile_predictions_loss: 627.1459 - logcount_predictions_loss: 0.1100 562/2968 [====>.........................] - ETA: 5:33 - loss: 631.8825 - logits_profile_predictions_loss: 627.1415 - logcount_predictions_loss: 0.1100 563/2968 [====>.........................] - ETA: 5:33 - loss: 631.8781 - logits_profile_predictions_loss: 627.1371 - logcount_predictions_loss: 0.1100 564/2968 [====>.........................] - ETA: 5:33 - loss: 631.8736 - logits_profile_predictions_loss: 627.1326 - logcount_predictions_loss: 0.1100 565/2968 [====>.........................] - ETA: 5:33 - loss: 631.8690 - logits_profile_predictions_loss: 627.1279 - logcount_predictions_loss: 0.1100 566/2968 [====>.........................] - ETA: 5:33 - loss: 631.8645 - logits_profile_predictions_loss: 627.1234 - logcount_predictions_loss: 0.1100 567/2968 [====>.........................] - ETA: 5:33 - loss: 631.8600 - logits_profile_predictions_loss: 627.1189 - logcount_predictions_loss: 0.1100 568/2968 [====>.........................] - ETA: 5:32 - loss: 631.8555 - logits_profile_predictions_loss: 627.1144 - logcount_predictions_loss: 0.1100 569/2968 [====>.........................] - ETA: 5:32 - loss: 631.8510 - logits_profile_predictions_loss: 627.1099 - logcount_predictions_loss: 0.1100 570/2968 [====>.........................] - ETA: 5:32 - loss: 631.8468 - logits_profile_predictions_loss: 627.1057 - logcount_predictions_loss: 0.1100 571/2968 [====>.........................] - ETA: 5:32 - loss: 631.8425 - logits_profile_predictions_loss: 627.1014 - logcount_predictions_loss: 0.1100 572/2968 [====>.........................] - ETA: 5:32 - loss: 631.8383 - logits_profile_predictions_loss: 627.0971 - logcount_predictions_loss: 0.1100 573/2968 [====>.........................] - ETA: 5:32 - loss: 631.8337 - logits_profile_predictions_loss: 627.0925 - logcount_predictions_loss: 0.1100 574/2968 [====>.........................] - ETA: 5:32 - loss: 631.8291 - logits_profile_predictions_loss: 627.0879 - logcount_predictions_loss: 0.1100 575/2968 [====>.........................] - ETA: 5:32 - loss: 631.8243 - logits_profile_predictions_loss: 627.0830 - logcount_predictions_loss: 0.1100 576/2968 [====>.........................] - ETA: 5:31 - loss: 631.8195 - logits_profile_predictions_loss: 627.0782 - logcount_predictions_loss: 0.1100 577/2968 [====>.........................] - ETA: 5:31 - loss: 631.8147 - logits_profile_predictions_loss: 627.0733 - logcount_predictions_loss: 0.1100 578/2968 [====>.........................] - ETA: 5:31 - loss: 631.8098 - logits_profile_predictions_loss: 627.0684 - logcount_predictions_loss: 0.1100 579/2968 [====>.........................] - ETA: 5:31 - loss: 631.8050 - logits_profile_predictions_loss: 627.0636 - logcount_predictions_loss: 0.1100 580/2968 [====>.........................] - ETA: 5:31 - loss: 631.8000 - logits_profile_predictions_loss: 627.0586 - logcount_predictions_loss: 0.1100 581/2968 [====>.........................] - ETA: 5:31 - loss: 631.7952 - logits_profile_predictions_loss: 627.0537 - logcount_predictions_loss: 0.1100 582/2968 [====>.........................] - ETA: 5:31 - loss: 631.7902 - logits_profile_predictions_loss: 627.0487 - logcount_predictions_loss: 0.1100 583/2968 [====>.........................] - ETA: 5:30 - loss: 631.7852 - logits_profile_predictions_loss: 627.0437 - logcount_predictions_loss: 0.1100 584/2968 [====>.........................] - ETA: 5:30 - loss: 631.7803 - logits_profile_predictions_loss: 627.0388 - logcount_predictions_loss: 0.1100 585/2968 [====>.........................] - ETA: 5:30 - loss: 631.7754 - logits_profile_predictions_loss: 627.0339 - logcount_predictions_loss: 0.1100 586/2968 [====>.........................] - ETA: 5:30 - loss: 631.7707 - logits_profile_predictions_loss: 627.0291 - logcount_predictions_loss: 0.1100 587/2968 [====>.........................] - ETA: 5:30 - loss: 631.7657 - logits_profile_predictions_loss: 627.0241 - logcount_predictions_loss: 0.1100 588/2968 [====>.........................] - ETA: 5:30 - loss: 631.7607 - logits_profile_predictions_loss: 627.0191 - logcount_predictions_loss: 0.1100 589/2968 [====>.........................] - ETA: 5:30 - loss: 631.7558 - logits_profile_predictions_loss: 627.0142 - logcount_predictions_loss: 0.1100 590/2968 [====>.........................] - ETA: 5:29 - loss: 631.7509 - logits_profile_predictions_loss: 627.0092 - logcount_predictions_loss: 0.1100 591/2968 [====>.........................] - ETA: 5:29 - loss: 631.7461 - logits_profile_predictions_loss: 627.0044 - logcount_predictions_loss: 0.1100 592/2968 [====>.........................] - ETA: 5:29 - loss: 631.7414 - logits_profile_predictions_loss: 626.9997 - logcount_predictions_loss: 0.1100 593/2968 [====>.........................] - ETA: 5:29 - loss: 631.7366 - logits_profile_predictions_loss: 626.9948 - logcount_predictions_loss: 0.1100 594/2968 [=====>........................] - ETA: 5:29 - loss: 631.7316 - logits_profile_predictions_loss: 626.9898 - logcount_predictions_loss: 0.1100 595/2968 [=====>........................] - ETA: 5:29 - loss: 631.7266 - logits_profile_predictions_loss: 626.9848 - logcount_predictions_loss: 0.1100 596/2968 [=====>........................] - ETA: 5:29 - loss: 631.7217 - logits_profile_predictions_loss: 626.9799 - logcount_predictions_loss: 0.1100 597/2968 [=====>........................] - ETA: 5:28 - loss: 631.7168 - logits_profile_predictions_loss: 626.9749 - logcount_predictions_loss: 0.1100 598/2968 [=====>........................] - ETA: 5:28 - loss: 631.7118 - logits_profile_predictions_loss: 626.9700 - logcount_predictions_loss: 0.1100 599/2968 [=====>........................] - ETA: 5:28 - loss: 631.7069 - logits_profile_predictions_loss: 626.9650 - logcount_predictions_loss: 0.1100 600/2968 [=====>........................] - ETA: 5:28 - loss: 631.7020 - logits_profile_predictions_loss: 626.9600 - logcount_predictions_loss: 0.1100 601/2968 [=====>........................] - ETA: 5:28 - loss: 631.6970 - logits_profile_predictions_loss: 626.9551 - logcount_predictions_loss: 0.1100 602/2968 [=====>........................] - ETA: 5:28 - loss: 631.6920 - logits_profile_predictions_loss: 626.9501 - logcount_predictions_loss: 0.1100 603/2968 [=====>........................] - ETA: 5:28 - loss: 631.6872 - logits_profile_predictions_loss: 626.9452 - logcount_predictions_loss: 0.1100 604/2968 [=====>........................] - ETA: 5:28 - loss: 631.6824 - logits_profile_predictions_loss: 626.9405 - logcount_predictions_loss: 0.1100 605/2968 [=====>........................] - ETA: 5:27 - loss: 631.6776 - logits_profile_predictions_loss: 626.9356 - logcount_predictions_loss: 0.1100 606/2968 [=====>........................] - ETA: 5:27 - loss: 631.6727 - logits_profile_predictions_loss: 626.9307 - logcount_predictions_loss: 0.1100 607/2968 [=====>........................] - ETA: 5:27 - loss: 631.6678 - logits_profile_predictions_loss: 626.9258 - logcount_predictions_loss: 0.1100 608/2968 [=====>........................] - ETA: 5:27 - loss: 631.6629 - logits_profile_predictions_loss: 626.9209 - logcount_predictions_loss: 0.1100 609/2968 [=====>........................] - ETA: 5:27 - loss: 631.6581 - logits_profile_predictions_loss: 626.9160 - logcount_predictions_loss: 0.1100 610/2968 [=====>........................] - ETA: 5:27 - loss: 631.6534 - logits_profile_predictions_loss: 626.9113 - logcount_predictions_loss: 0.1100 611/2968 [=====>........................] - ETA: 5:27 - loss: 631.6489 - logits_profile_predictions_loss: 626.9068 - logcount_predictions_loss: 0.1100 612/2968 [=====>........................] - ETA: 5:26 - loss: 631.6443 - logits_profile_predictions_loss: 626.9022 - logcount_predictions_loss: 0.1100 613/2968 [=====>........................] - ETA: 5:26 - loss: 631.6398 - logits_profile_predictions_loss: 626.8977 - logcount_predictions_loss: 0.1100 614/2968 [=====>........................] - ETA: 5:26 - loss: 631.6353 - logits_profile_predictions_loss: 626.8931 - logcount_predictions_loss: 0.1100 615/2968 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[============================>.] - ETA: 6s - loss: 629.2174 - logits_profile_predictions_loss: 624.4477 - logcount_predictions_loss: 0.1107 2924/2968 [============================>.] - ETA: 6s - loss: 629.2171 - logits_profile_predictions_loss: 624.4474 - logcount_predictions_loss: 0.1107 2925/2968 [============================>.] - ETA: 5s - loss: 629.2169 - logits_profile_predictions_loss: 624.4472 - logcount_predictions_loss: 0.1107 2926/2968 [============================>.] - ETA: 5s - loss: 629.2166 - logits_profile_predictions_loss: 624.4469 - logcount_predictions_loss: 0.1107 2927/2968 [============================>.] - ETA: 5s - loss: 629.2163 - logits_profile_predictions_loss: 624.4466 - logcount_predictions_loss: 0.1107 2928/2968 [============================>.] - ETA: 5s - loss: 629.2161 - logits_profile_predictions_loss: 624.4464 - logcount_predictions_loss: 0.1107 2929/2968 [============================>.] - ETA: 5s - loss: 629.2158 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 629.2084 - logits_profile_predictions_loss: 624.4388 - logcount_predictions_loss: 0.1107 2957/2968 [============================>.] - ETA: 1s - loss: 629.2082 - logits_profile_predictions_loss: 624.4385 - logcount_predictions_loss: 0.1107 2958/2968 [============================>.] - ETA: 1s - loss: 629.2079 - logits_profile_predictions_loss: 624.4382 - logcount_predictions_loss: 0.1107 2959/2968 [============================>.] - ETA: 1s - loss: 629.2076 - logits_profile_predictions_loss: 624.4380 - logcount_predictions_loss: 0.1107 2960/2968 [============================>.] - ETA: 1s - loss: 629.2073 - logits_profile_predictions_loss: 624.4377 - logcount_predictions_loss: 0.1107 2961/2968 [============================>.] - ETA: 0s - loss: 629.2071 - logits_profile_predictions_loss: 624.4374 - logcount_predictions_loss: 0.1107 2962/2968 [============================>.] - ETA: 0s - loss: 629.2068 - logits_profile_predictions_loss: 624.4371 - logcount_predictions_loss: 0.1107 2963/2968 [============================>.] - ETA: 0s - loss: 629.2065 - logits_profile_predictions_loss: 624.4369 - logcount_predictions_loss: 0.1107 2964/2968 [============================>.] - ETA: 0s - loss: 629.2062 - logits_profile_predictions_loss: 624.4366 - logcount_predictions_loss: 0.1107 2965/2968 [============================>.] - ETA: 0s - loss: 629.2059 - logits_profile_predictions_loss: 624.4363 - logcount_predictions_loss: 0.1107 2966/2968 [============================>.] - ETA: 0s - loss: 629.2056 - logits_profile_predictions_loss: 624.4360 - logcount_predictions_loss: 0.1107 2967/2968 [============================>.] - ETA: 0s - loss: 629.2053 - logits_profile_predictions_loss: 624.4357 - logcount_predictions_loss: 0.1107 2968/2968 [==============================] - ETA: 0s - loss: 629.2050 - logits_profile_predictions_loss: 624.4354 - logcount_predictions_loss: 0.1107 2968/2968 [==============================] - 430s 145ms/step - loss: 629.2048 - logits_profile_predictions_loss: 624.4351 - logcount_predictions_loss: 0.1107 - val_loss: 682.5329 - val_logits_profile_predictions_loss: 665.3523 - val_logcount_predictions_loss: 0.3986 Epoch 00018: val_loss did not improve from 680.63861 Restoring model weights from the end of the best epoch. Epoch 00018: early stopping save model save model without bias 2022-09-23_01-52-24: 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//ENCSR775SYU//preprocessing/bigWigs/ENCSR775SYU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(47105, 10) loading nonpeaks... got split:test for bed regions:(52161, 10) 0/388 100/388 200/388 300/388 2022-09-23_01-56-11: 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//ENCSR775SYU//preprocessing/bigWigs/ENCSR775SYU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(47105, 10) loading nonpeaks... got split:test for bed regions:(52161, 10) 0/388 100/388 200/388 300/388 2022-09-23_01-59-40: 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//ENCSR775SYU//preprocessing/bigWigs/ENCSR775SYU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(47105, 10) loading nonpeaks... got split:test for bed regions:(52161, 10) 0/388 100/388 200/388 300/388 2022-09-23_02-02-00: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//footprints 2022-09-23_02-02-00: 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/ENCSR775SYU//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//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 1/45 [..............................] - ETA: 4:23 3/45 [=>............................] - ETA: 13s  4/45 [=>............................] - ETA: 17s 5/45 [==>...........................] - ETA: 18s 6/45 [===>..........................] - ETA: 19s 7/45 [===>..........................] - ETA: 19s 8/45 [====>.........................] - ETA: 19s 9/45 [=====>........................] - ETA: 19s 10/45 [=====>........................] - ETA: 19s 11/45 [======>.......................] - ETA: 19s 12/45 [=======>......................] - ETA: 18s 13/45 [=======>......................] - ETA: 18s 14/45 [========>.....................] - ETA: 17s 15/45 [=========>....................] - ETA: 17s 16/45 [=========>....................] - ETA: 16s 17/45 [==========>...................] - ETA: 16s 18/45 [===========>..................] - ETA: 15s 19/45 [===========>..................] - ETA: 15s 20/45 [============>.................] - ETA: 14s 21/45 [=============>................] - ETA: 14s 22/45 [=============>................] - ETA: 13s 23/45 [==============>...............] - ETA: 13s 24/45 [===============>..............] - ETA: 12s 25/45 [===============>..............] - ETA: 11s 26/45 [================>.............] - ETA: 11s 27/45 [=================>............] - ETA: 10s 28/45 [=================>............] - ETA: 10s 29/45 [==================>...........] - ETA: 9s  30/45 [===================>..........] - ETA: 9s 31/45 [===================>..........] - ETA: 8s 32/45 [====================>.........] - ETA: 7s 33/45 [=====================>........] - ETA: 7s 34/45 [=====================>........] - ETA: 6s 35/45 [======================>.......] - ETA: 6s 36/45 [=======================>......] - ETA: 5s 37/45 [=======================>......] - ETA: 4s 38/45 [========================>.....] - ETA: 4s 39/45 [=========================>....] - ETA: 3s 40/45 [=========================>....] - ETA: 3s 41/45 [==========================>...] - ETA: 2s 42/45 [===========================>..] - ETA: 1s 43/45 [===========================>..] - ETA: 1s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 36s 689ms/step 1/45 [..............................] - ETA: 0s 2/45 [>.............................] - ETA: 26s 3/45 [=>............................] - ETA: 26s 4/45 [=>............................] - ETA: 25s 5/45 [==>...........................] - ETA: 24s 6/45 [===>..........................] - ETA: 24s 7/45 [===>..........................] - ETA: 23s 8/45 [====>.........................] - ETA: 23s 9/45 [=====>........................] - ETA: 22s 10/45 [=====>........................] - ETA: 21s 11/45 [======>.......................] - ETA: 21s 12/45 [=======>......................] - ETA: 20s 13/45 [=======>......................] - ETA: 19s 14/45 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[=====================>........] - ETA: 6s 35/45 [======================>.......] - ETA: 6s 36/45 [=======================>......] - ETA: 5s 37/45 [=======================>......] - ETA: 4s 38/45 [========================>.....] - ETA: 4s 39/45 [=========================>....] - ETA: 3s 40/45 [=========================>....] - ETA: 3s 41/45 [==========================>...] - ETA: 2s 42/45 [===========================>..] - ETA: 1s 43/45 [===========================>..] - ETA: 1s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 28s 629ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/45 [..............................] - ETA: 0s 2/45 [>.............................] - ETA: 26s 3/45 [=>............................] - ETA: 26s 4/45 [=>............................] - ETA: 25s 5/45 [==>...........................] - ETA: 24s 6/45 [===>..........................] - ETA: 24s 7/45 [===>..........................] - ETA: 23s 8/45 [====>.........................] - ETA: 23s 9/45 [=====>........................] - ETA: 22s 10/45 [=====>........................] - ETA: 21s 11/45 [======>.......................] - ETA: 21s 12/45 [=======>......................] - ETA: 20s 13/45 [=======>......................] - ETA: 19s 14/45 [========>.....................] - ETA: 19s 15/45 [=========>....................] - ETA: 18s 16/45 [=========>....................] - ETA: 18s 17/45 [==========>...................] - ETA: 17s 18/45 [===========>..................] - ETA: 16s 19/45 [===========>..................] - ETA: 16s 20/45 [============>.................] - ETA: 15s 21/45 [=============>................] - ETA: 14s 22/45 [=============>................] - ETA: 14s 23/45 [==============>...............] - ETA: 13s 24/45 [===============>..............] - ETA: 13s 25/45 [===============>..............] - ETA: 12s 26/45 [================>.............] - ETA: 11s 27/45 [=================>............] - ETA: 11s 28/45 [=================>............] - ETA: 10s 29/45 [==================>...........] - ETA: 9s  30/45 [===================>..........] - ETA: 9s 31/45 [===================>..........] - ETA: 8s 32/45 [====================>.........] - ETA: 8s 33/45 [=====================>........] - ETA: 7s 34/45 [=====================>........] - ETA: 6s 35/45 [======================>.......] - ETA: 6s 36/45 [=======================>......] - ETA: 5s 37/45 [=======================>......] - ETA: 4s 38/45 [========================>.....] - ETA: 4s 39/45 [=========================>....] - ETA: 3s 40/45 [=========================>....] - ETA: 3s 41/45 [==========================>...] - ETA: 2s 42/45 [===========================>..] - ETA: 1s 43/45 [===========================>..] - ETA: 1s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 28s 629ms/step 1/45 [..............................] - ETA: 0s 2/45 [>.............................] - ETA: 26s 3/45 [=>............................] - ETA: 26s 4/45 [=>............................] - ETA: 25s 5/45 [==>...........................] - ETA: 24s 6/45 [===>..........................] - ETA: 24s 7/45 [===>..........................] - ETA: 23s 8/45 [====>.........................] - ETA: 23s 9/45 [=====>........................] - ETA: 22s 10/45 [=====>........................] - ETA: 21s 11/45 [======>.......................] - ETA: 21s 12/45 [=======>......................] - ETA: 20s 13/45 [=======>......................] - ETA: 19s 14/45 [========>.....................] - ETA: 19s 15/45 [=========>....................] - ETA: 18s 16/45 [=========>....................] - ETA: 18s 17/45 [==========>...................] - ETA: 17s 18/45 [===========>..................] - ETA: 16s 19/45 [===========>..................] - ETA: 16s 20/45 [============>.................] - ETA: 15s 21/45 [=============>................] - ETA: 14s 22/45 [=============>................] - ETA: 14s 23/45 [==============>...............] - ETA: 13s 24/45 [===============>..............] - ETA: 13s 25/45 [===============>..............] - ETA: 12s 26/45 [================>.............] - ETA: 11s 27/45 [=================>............] - ETA: 11s 28/45 [=================>............] - ETA: 10s 29/45 [==================>...........] - ETA: 9s  30/45 [===================>..........] - ETA: 9s 31/45 [===================>..........] - ETA: 8s 32/45 [====================>.........] - ETA: 8s 33/45 [=====================>........] - ETA: 7s 34/45 [=====================>........] - ETA: 6s 35/45 [======================>.......] - ETA: 6s 36/45 [=======================>......] - ETA: 5s 37/45 [=======================>......] - ETA: 4s 38/45 [========================>.....] - ETA: 4s 39/45 [=========================>....] - ETA: 3s 40/45 [=========================>....] - ETA: 3s 41/45 [==========================>...] - ETA: 2s 42/45 [===========================>..] - ETA: 1s 43/45 [===========================>..] - ETA: 1s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 28s 629ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/45 [..............................] - ETA: 1s 2/45 [>.............................] - ETA: 26s 3/45 [=>............................] - ETA: 25s 4/45 [=>............................] - ETA: 25s 5/45 [==>...........................] - ETA: 24s 6/45 [===>..........................] - ETA: 24s 7/45 [===>..........................] - ETA: 23s 8/45 [====>.........................] - ETA: 22s 9/45 [=====>........................] - ETA: 22s 10/45 [=====>........................] - ETA: 21s 11/45 [======>.......................] - ETA: 21s 12/45 [=======>......................] - ETA: 20s 13/45 [=======>......................] - ETA: 19s 14/45 [========>.....................] - ETA: 19s 15/45 [=========>....................] - ETA: 18s 16/45 [=========>....................] - ETA: 18s 17/45 [==========>...................] - ETA: 17s 18/45 [===========>..................] - ETA: 16s 19/45 [===========>..................] - ETA: 16s 20/45 [============>.................] - ETA: 15s 21/45 [=============>................] - ETA: 14s 22/45 [=============>................] - ETA: 14s 23/45 [==============>...............] - ETA: 13s 24/45 [===============>..............] - ETA: 13s 25/45 [===============>..............] - ETA: 12s 26/45 [================>.............] - ETA: 11s 27/45 [=================>............] - ETA: 11s 28/45 [=================>............] - ETA: 10s 29/45 [==================>...........] - ETA: 9s  30/45 [===================>..........] - ETA: 9s 31/45 [===================>..........] - ETA: 8s 32/45 [====================>.........] - ETA: 8s 33/45 [=====================>........] - ETA: 7s 34/45 [=====================>........] - ETA: 6s 35/45 [======================>.......] - ETA: 6s 36/45 [=======================>......] - ETA: 5s 37/45 [=======================>......] - ETA: 4s 38/45 [========================>.....] - ETA: 4s 39/45 [=========================>....] - ETA: 3s 40/45 [=========================>....] - ETA: 3s 41/45 [==========================>...] - ETA: 2s 42/45 [===========================>..] - ETA: 1s 43/45 [===========================>..] - ETA: 1s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 28s 629ms/step 1/45 [..............................] - ETA: 0s 2/45 [>.............................] - ETA: 26s 3/45 [=>............................] - ETA: 26s 4/45 [=>............................] - ETA: 25s 5/45 [==>...........................] - ETA: 24s 6/45 [===>..........................] - ETA: 24s 7/45 [===>..........................] - ETA: 23s 8/45 [====>.........................] - ETA: 23s 9/45 [=====>........................] - ETA: 22s 10/45 [=====>........................] - ETA: 21s 11/45 [======>.......................] - ETA: 21s 12/45 [=======>......................] - ETA: 20s 13/45 [=======>......................] - ETA: 19s 14/45 [========>.....................] - ETA: 19s 15/45 [=========>....................] - ETA: 18s 16/45 [=========>....................] - ETA: 18s 17/45 [==========>...................] - ETA: 17s 18/45 [===========>..................] - ETA: 16s 19/45 [===========>..................] - ETA: 16s 20/45 [============>.................] - ETA: 15s 21/45 [=============>................] - ETA: 14s 22/45 [=============>................] - ETA: 14s 23/45 [==============>...............] - ETA: 13s 24/45 [===============>..............] - ETA: 13s 25/45 [===============>..............] - ETA: 12s 26/45 [================>.............] - ETA: 11s 27/45 [=================>............] - ETA: 11s 28/45 [=================>............] - ETA: 10s 29/45 [==================>...........] - ETA: 9s  30/45 [===================>..........] - ETA: 9s 31/45 [===================>..........] - ETA: 8s 32/45 [====================>.........] - ETA: 8s 33/45 [=====================>........] - ETA: 7s 34/45 [=====================>........] - ETA: 6s 35/45 [======================>.......] - ETA: 6s 36/45 [=======================>......] - ETA: 5s 37/45 [=======================>......] - ETA: 4s 38/45 [========================>.....] - ETA: 4s 39/45 [=========================>....] - ETA: 3s 40/45 [=========================>....] - ETA: 3s 41/45 [==========================>...] - ETA: 2s 42/45 [===========================>..] - ETA: 1s 43/45 [===========================>..] - ETA: 1s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 28s 629ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/45 [..............................] - ETA: 0s 2/45 [>.............................] - ETA: 26s 3/45 [=>............................] - ETA: 26s 4/45 [=>............................] - ETA: 25s 5/45 [==>...........................] - ETA: 24s 6/45 [===>..........................] - ETA: 24s 7/45 [===>..........................] - ETA: 23s 8/45 [====>.........................] - ETA: 23s 9/45 [=====>........................] - ETA: 22s 10/45 [=====>........................] - ETA: 21s 11/45 [======>.......................] - ETA: 21s 12/45 [=======>......................] - ETA: 20s 13/45 [=======>......................] - ETA: 19s 14/45 [========>.....................] - ETA: 19s 15/45 [=========>....................] - ETA: 18s 16/45 [=========>....................] - ETA: 18s 17/45 [==========>...................] - ETA: 17s 18/45 [===========>..................] - ETA: 16s 19/45 [===========>..................] - ETA: 16s 20/45 [============>.................] - ETA: 15s 21/45 [=============>................] - ETA: 14s 22/45 [=============>................] - ETA: 14s 23/45 [==============>...............] - ETA: 13s 24/45 [===============>..............] - ETA: 13s 25/45 [===============>..............] - ETA: 12s 26/45 [================>.............] - ETA: 11s 27/45 [=================>............] - ETA: 11s 28/45 [=================>............] - ETA: 10s 29/45 [==================>...........] - ETA: 9s  30/45 [===================>..........] - ETA: 9s 31/45 [===================>..........] - ETA: 8s 32/45 [====================>.........] - ETA: 8s 33/45 [=====================>........] - ETA: 7s 34/45 [=====================>........] - ETA: 6s 35/45 [======================>.......] - ETA: 6s 36/45 [=======================>......] - ETA: 5s 37/45 [=======================>......] - ETA: 4s 38/45 [========================>.....] - ETA: 4s 39/45 [=========================>....] - ETA: 3s 40/45 [=========================>....] - ETA: 3s 41/45 [==========================>...] - ETA: 2s 42/45 [===========================>..] - ETA: 1s 43/45 [===========================>..] - ETA: 1s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 28s 629ms/step 1/45 [..............................] - ETA: 0s 2/45 [>.............................] - ETA: 26s 3/45 [=>............................] - ETA: 26s 4/45 [=>............................] - ETA: 25s 5/45 [==>...........................] - ETA: 24s 6/45 [===>..........................] - ETA: 24s 7/45 [===>..........................] - ETA: 23s 8/45 [====>.........................] - ETA: 23s 9/45 [=====>........................] - ETA: 22s 10/45 [=====>........................] - ETA: 21s 11/45 [======>.......................] - ETA: 21s 12/45 [=======>......................] - ETA: 20s 13/45 [=======>......................] - ETA: 19s 14/45 [========>.....................] - ETA: 19s 15/45 [=========>....................] - ETA: 18s 16/45 [=========>....................] - ETA: 18s 17/45 [==========>...................] - ETA: 17s 18/45 [===========>..................] - ETA: 16s 19/45 [===========>..................] - ETA: 16s 20/45 [============>.................] - ETA: 15s 21/45 [=============>................] - ETA: 14s 22/45 [=============>................] - ETA: 14s 23/45 [==============>...............] - ETA: 13s 24/45 [===============>..............] - ETA: 13s 25/45 [===============>..............] - ETA: 12s 26/45 [================>.............] - ETA: 11s 27/45 [=================>............] - ETA: 11s 28/45 [=================>............] - ETA: 10s 29/45 [==================>...........] - ETA: 9s  30/45 [===================>..........] - ETA: 9s 31/45 [===================>..........] - ETA: 8s 32/45 [====================>.........] - ETA: 8s 33/45 [=====================>........] - ETA: 7s 34/45 [=====================>........] - ETA: 6s 35/45 [======================>.......] - ETA: 6s 36/45 [=======================>......] - ETA: 5s 37/45 [=======================>......] - ETA: 4s 38/45 [========================>.....] - ETA: 4s 39/45 [=========================>....] - ETA: 3s 40/45 [=========================>....] - ETA: 3s 41/45 [==========================>...] - ETA: 2s 42/45 [===========================>..] - ETA: 1s 43/45 [===========================>..] - ETA: 1s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 28s 629ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/45 [..............................] - ETA: 0s 2/45 [>.............................] - ETA: 26s 3/45 [=>............................] - ETA: 26s 4/45 [=>............................] - ETA: 25s 5/45 [==>...........................] - ETA: 24s 6/45 [===>..........................] - ETA: 24s 7/45 [===>..........................] - ETA: 23s 8/45 [====>.........................] - ETA: 23s 9/45 [=====>........................] - ETA: 22s 10/45 [=====>........................] - ETA: 21s 11/45 [======>.......................] - ETA: 21s 12/45 [=======>......................] - ETA: 20s 13/45 [=======>......................] - ETA: 19s 14/45 [========>.....................] - ETA: 19s 15/45 [=========>....................] - ETA: 18s 16/45 [=========>....................] - ETA: 18s 17/45 [==========>...................] - ETA: 17s 18/45 [===========>..................] - ETA: 16s 19/45 [===========>..................] - ETA: 16s 20/45 [============>.................] - ETA: 15s 21/45 [=============>................] - ETA: 14s 22/45 [=============>................] - ETA: 14s 23/45 [==============>...............] - ETA: 13s 24/45 [===============>..............] - ETA: 13s 25/45 [===============>..............] - ETA: 12s 26/45 [================>.............] - ETA: 11s 27/45 [=================>............] - ETA: 11s 28/45 [=================>............] - ETA: 10s 29/45 [==================>...........] - ETA: 9s  30/45 [===================>..........] - ETA: 9s 31/45 [===================>..........] - ETA: 8s 32/45 [====================>.........] - ETA: 8s 33/45 [=====================>........] - ETA: 7s 34/45 [=====================>........] - ETA: 6s 35/45 [======================>.......] - ETA: 6s 36/45 [=======================>......] - ETA: 5s 37/45 [=======================>......] - ETA: 4s 38/45 [========================>.....] - ETA: 4s 39/45 [=========================>....] - ETA: 3s 40/45 [=========================>....] - ETA: 3s 41/45 [==========================>...] - ETA: 2s 42/45 [===========================>..] - ETA: 1s 43/45 [===========================>..] - ETA: 1s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 28s 629ms/step 1/45 [..............................] - ETA: 0s 2/45 [>.............................] - ETA: 26s 3/45 [=>............................] - ETA: 26s 4/45 [=>............................] - ETA: 25s 5/45 [==>...........................] - ETA: 24s 6/45 [===>..........................] - ETA: 24s 7/45 [===>..........................] - ETA: 23s 8/45 [====>.........................] - ETA: 23s 9/45 [=====>........................] - ETA: 22s 10/45 [=====>........................] - ETA: 21s 11/45 [======>.......................] - ETA: 21s 12/45 [=======>......................] - ETA: 20s 13/45 [=======>......................] - ETA: 19s 14/45 [========>.....................] - ETA: 19s 15/45 [=========>....................] - ETA: 18s 16/45 [=========>....................] - ETA: 18s 17/45 [==========>...................] - ETA: 17s 18/45 [===========>..................] - ETA: 16s 19/45 [===========>..................] - ETA: 16s 20/45 [============>.................] - ETA: 15s 21/45 [=============>................] - ETA: 14s 22/45 [=============>................] - ETA: 14s 23/45 [==============>...............] - ETA: 13s 24/45 [===============>..............] - ETA: 13s 25/45 [===============>..............] - ETA: 12s 26/45 [================>.............] - ETA: 11s 27/45 [=================>............] - ETA: 11s 28/45 [=================>............] - ETA: 10s 29/45 [==================>...........] - ETA: 9s  30/45 [===================>..........] - ETA: 9s 31/45 [===================>..........] - ETA: 8s 32/45 [====================>.........] - ETA: 8s 33/45 [=====================>........] - ETA: 7s 34/45 [=====================>........] - ETA: 6s 35/45 [======================>.......] - ETA: 6s 36/45 [=======================>......] - ETA: 5s 37/45 [=======================>......] - ETA: 4s 38/45 [========================>.....] - ETA: 4s 39/45 [=========================>....] - ETA: 3s 40/45 [=========================>....] - ETA: 3s 41/45 [==========================>...] - ETA: 2s 42/45 [===========================>..] - ETA: 1s 43/45 [===========================>..] - ETA: 1s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 28s 629ms/step Saving marginal footprints 2022-09-23_02-07-09: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//footprints 2022-09-23_02-07-09: 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/ENCSR775SYU//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR775SYU//chrombpnet_model_feb15_fold_4//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 1/45 [..............................] - ETA: 1:49 3/45 [=>............................] - ETA: 1s  4/45 [=>............................] - ETA: 1s 5/45 [==>...........................] - ETA: 1s 6/45 [===>..........................] - ETA: 1s 7/45 [===>..........................] - ETA: 1s 9/45 [=====>........................] - ETA: 1s 11/45 [======>.......................] - ETA: 1s 13/45 [=======>......................] - ETA: 1s 15/45 [=========>....................] - ETA: 1s 16/45 [=========>....................] - ETA: 1s 18/45 [===========>..................] - ETA: 1s 20/45 [============>.................] - ETA: 1s 22/45 [=============>................] - ETA: 1s 24/45 [===============>..............] - ETA: 1s 26/45 [================>.............] - ETA: 0s 28/45 [=================>............] - ETA: 0s 30/45 [===================>..........] - ETA: 0s 32/45 [====================>.........] - ETA: 0s 34/45 [=====================>........] - ETA: 0s 36/45 [=======================>......] - ETA: 0s 38/45 [========================>.....] - ETA: 0s 40/45 [=========================>....] - ETA: 0s 42/45 [===========================>..] - ETA: 0s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 5s 57ms/step 1/45 [..............................] - ETA: 0s 3/45 [=>............................] - ETA: 2s 5/45 [==>...........................] - ETA: 1s 7/45 [===>..........................] - ETA: 1s 9/45 [=====>........................] - ETA: 1s 11/45 [======>.......................] - ETA: 1s 13/45 [=======>......................] - ETA: 1s 15/45 [=========>....................] - ETA: 1s 17/45 [==========>...................] - ETA: 1s 18/45 [===========>..................] - ETA: 1s 20/45 [============>.................] - ETA: 1s 22/45 [=============>................] - ETA: 1s 24/45 [===============>..............] - ETA: 1s 26/45 [================>.............] - ETA: 0s 28/45 [=================>............] - ETA: 0s 30/45 [===================>..........] - ETA: 0s 32/45 [====================>.........] - ETA: 0s 34/45 [=====================>........] - ETA: 0s 36/45 [=======================>......] - ETA: 0s 38/45 [========================>.....] - ETA: 0s 40/45 [=========================>....] - ETA: 0s 42/45 [===========================>..] - ETA: 0s 43/45 [===========================>..] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 2s 50ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/45 [..............................] - ETA: 0s 3/45 [=>............................] - ETA: 2s 5/45 [==>...........................] - ETA: 1s 7/45 [===>..........................] - ETA: 1s 9/45 [=====>........................] - ETA: 1s 11/45 [======>.......................] - ETA: 1s 13/45 [=======>......................] - ETA: 1s 15/45 [=========>....................] - ETA: 1s 17/45 [==========>...................] - ETA: 1s 19/45 [===========>..................] - ETA: 1s 21/45 [=============>................] - ETA: 1s 23/45 [==============>...............] - ETA: 1s 25/45 [===============>..............] - ETA: 0s 27/45 [=================>............] - ETA: 0s 29/45 [==================>...........] - ETA: 0s 31/45 [===================>..........] - ETA: 0s 33/45 [=====================>........] - ETA: 0s 34/45 [=====================>........] - ETA: 0s 36/45 [=======================>......] - ETA: 0s 38/45 [========================>.....] - ETA: 0s 39/45 [=========================>....] - ETA: 0s 41/45 [==========================>...] - ETA: 0s 43/45 [===========================>..] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 2s 50ms/step 1/45 [..............................] - ETA: 0s 3/45 [=>............................] - ETA: 2s 5/45 [==>...........................] - ETA: 1s 6/45 [===>..........................] - ETA: 1s 8/45 [====>.........................] - ETA: 1s 10/45 [=====>........................] - ETA: 1s 12/45 [=======>......................] - ETA: 1s 14/45 [========>.....................] - ETA: 1s 16/45 [=========>....................] - ETA: 1s 18/45 [===========>..................] - ETA: 1s 20/45 [============>.................] - ETA: 1s 22/45 [=============>................] - ETA: 1s 24/45 [===============>..............] - ETA: 1s 26/45 [================>.............] - ETA: 0s 28/45 [=================>............] - ETA: 0s 30/45 [===================>..........] - ETA: 0s 32/45 [====================>.........] - ETA: 0s 34/45 [=====================>........] - ETA: 0s 36/45 [=======================>......] - ETA: 0s 38/45 [========================>.....] - ETA: 0s 40/45 [=========================>....] - ETA: 0s 42/45 [===========================>..] - ETA: 0s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - 2s 50ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/45 [..............................] - ETA: 0s 2/45 [>.............................] - ETA: 2s 4/45 [=>............................] - ETA: 2s 6/45 [===>..........................] - ETA: 1s 8/45 [====>.........................] - ETA: 1s 10/45 [=====>........................] - ETA: 1s 12/45 [=======>......................] - ETA: 1s 14/45 [========>.....................] - ETA: 1s 16/45 [=========>....................] - ETA: 1s 18/45 [===========>..................] - ETA: 1s 20/45 [============>.................] - ETA: 1s 22/45 [=============>................] - ETA: 1s 24/45 [===============>..............] - ETA: 1s 26/45 [================>.............] - ETA: 0s 28/45 [=================>............] - ETA: 0s 30/45 [===================>..........] - ETA: 0s 32/45 [====================>.........] - ETA: 0s 34/45 [=====================>........] - ETA: 0s 36/45 [=======================>......] - ETA: 0s 38/45 [========================>.....] - ETA: 0s 40/45 [=========================>....] - ETA: 0s 42/45 [===========================>..] - ETA: 0s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - 2s 50ms/step 1/45 [..............................] - ETA: 0s 2/45 [>.............................] - ETA: 2s 4/45 [=>............................] - ETA: 2s 5/45 [==>...........................] - ETA: 2s 7/45 [===>..........................] - ETA: 1s 9/45 [=====>........................] - ETA: 1s 11/45 [======>.......................] - ETA: 1s 13/45 [=======>......................] - ETA: 1s 15/45 [=========>....................] - ETA: 1s 16/45 [=========>....................] - ETA: 1s 18/45 [===========>..................] - ETA: 1s 19/45 [===========>..................] - ETA: 1s 21/45 [=============>................] - ETA: 1s 23/45 [==============>...............] - ETA: 1s 25/45 [===============>..............] - ETA: 0s 27/45 [=================>............] - ETA: 0s 29/45 [==================>...........] - ETA: 0s 31/45 [===================>..........] - ETA: 0s 33/45 [=====================>........] - ETA: 0s 35/45 [======================>.......] - ETA: 0s 37/45 [=======================>......] - ETA: 0s 39/45 [=========================>....] - ETA: 0s 41/45 [==========================>...] - ETA: 0s 43/45 [===========================>..] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 2s 50ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/45 [..............................] - ETA: 0s 3/45 [=>............................] - ETA: 2s 5/45 [==>...........................] - ETA: 1s 6/45 [===>..........................] - ETA: 1s 8/45 [====>.........................] - ETA: 1s 10/45 [=====>........................] - ETA: 1s 12/45 [=======>......................] - ETA: 1s 14/45 [========>.....................] - ETA: 1s 16/45 [=========>....................] - ETA: 1s 18/45 [===========>..................] - ETA: 1s 20/45 [============>.................] - ETA: 1s 21/45 [=============>................] - ETA: 1s 23/45 [==============>...............] - ETA: 1s 25/45 [===============>..............] - ETA: 0s 27/45 [=================>............] - ETA: 0s 29/45 [==================>...........] - ETA: 0s 31/45 [===================>..........] - ETA: 0s 33/45 [=====================>........] - ETA: 0s 35/45 [======================>.......] - ETA: 0s 37/45 [=======================>......] - ETA: 0s 39/45 [=========================>....] - ETA: 0s 41/45 [==========================>...] - ETA: 0s 43/45 [===========================>..] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 2s 50ms/step 1/45 [..............................] - ETA: 0s 3/45 [=>............................] - ETA: 2s 4/45 [=>............................] - ETA: 2s 6/45 [===>..........................] - ETA: 1s 8/45 [====>.........................] - ETA: 1s 10/45 [=====>........................] - ETA: 1s 12/45 [=======>......................] - ETA: 1s 14/45 [========>.....................] - ETA: 1s 16/45 [=========>....................] - ETA: 1s 18/45 [===========>..................] - ETA: 1s 20/45 [============>.................] - ETA: 1s 22/45 [=============>................] - ETA: 1s 24/45 [===============>..............] - ETA: 1s 26/45 [================>.............] - ETA: 0s 28/45 [=================>............] - ETA: 0s 30/45 [===================>..........] - ETA: 0s 32/45 [====================>.........] - ETA: 0s 34/45 [=====================>........] - ETA: 0s 36/45 [=======================>......] - ETA: 0s 38/45 [========================>.....] - ETA: 0s 40/45 [=========================>....] - ETA: 0s 42/45 [===========================>..] - ETA: 0s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - 2s 50ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/45 [..............................] - ETA: 0s 3/45 [=>............................] - ETA: 2s 5/45 [==>...........................] - ETA: 1s 7/45 [===>..........................] - ETA: 1s 9/45 [=====>........................] - ETA: 1s 11/45 [======>.......................] - ETA: 1s 13/45 [=======>......................] - ETA: 1s 15/45 [=========>....................] - ETA: 1s 17/45 [==========>...................] - ETA: 1s 19/45 [===========>..................] - ETA: 1s 21/45 [=============>................] - ETA: 1s 23/45 [==============>...............] - ETA: 1s 25/45 [===============>..............] - ETA: 0s 27/45 [=================>............] - ETA: 0s 29/45 [==================>...........] - ETA: 0s 31/45 [===================>..........] - ETA: 0s 33/45 [=====================>........] - ETA: 0s 35/45 [======================>.......] - ETA: 0s 37/45 [=======================>......] - ETA: 0s 39/45 [=========================>....] - ETA: 0s 41/45 [==========================>...] - ETA: 0s 43/45 [===========================>..] - ETA: 0s 45/45 [==============================] - ETA: 0s 45/45 [==============================] - 2s 50ms/step 1/45 [..............................] - ETA: 0s 2/45 [>.............................] - ETA: 2s 4/45 [=>............................] - ETA: 2s 6/45 [===>..........................] - ETA: 1s 8/45 [====>.........................] - ETA: 1s 10/45 [=====>........................] - ETA: 1s 12/45 [=======>......................] - ETA: 1s 14/45 [========>.....................] - ETA: 1s 15/45 [=========>....................] - ETA: 1s 17/45 [==========>...................] - ETA: 1s 19/45 [===========>..................] - ETA: 1s 21/45 [=============>................] - ETA: 1s 22/45 [=============>................] - ETA: 1s 24/45 [===============>..............] - ETA: 1s 26/45 [================>.............] - ETA: 0s 28/45 [=================>............] - ETA: 0s 30/45 [===================>..........] - ETA: 0s 32/45 [====================>.........] - ETA: 0s 34/45 [=====================>........] - ETA: 0s 35/45 [======================>.......] - ETA: 0s 37/45 [=======================>......] - ETA: 0s 39/45 [=========================>....] - ETA: 0s 41/45 [==========================>...] - ETA: 0s 42/45 [===========================>..] - ETA: 0s 44/45 [============================>.] - ETA: 0s 45/45 [==============================] - 2s 50ms/step Saving marginal footprints