Task 14624003

Name ParityModified-1647043964-20570-3-0_1
Workunit 11576035
Created 18 Apr 2022, 15:37:00 UTC
Sent 18 Apr 2022, 15:40:49 UTC
Report deadline 26 Apr 2022, 15:40:49 UTC
Received 24 Apr 2022, 9:54:21 UTC
Server state Over
Outcome Computation error
Client state Compute error
Exit status -1073741523 (0xC000012D) Unknown error code
Computer ID 7896
Run time 2 hours 46 min 38 sec
CPU time 1 hours 40 min 22 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 3,940.75 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.62 GB
Peak swap size 3.60 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.20</core_client_version>
<![CDATA[
<message>
(unknown error) - exit code 3221225773 (0xc000012d)</message>
<stderr_txt>
25 | val_loss: 0.0311483 | Time: 5983.12 ms
[2022-04-24 10:58:06	                main:574]	:	INFO	:	Epoch 1020 | loss: 0.0311329 | val_loss: 0.0311457 | Time: 6233.53 ms
[2022-04-24 10:58:13	                main:574]	:	INFO	:	Epoch 1021 | loss: 0.0311407 | val_loss: 0.0311555 | Time: 5992.04 ms
[2022-04-24 10:58:20	                main:574]	:	INFO	:	Epoch 1022 | loss: 0.0311401 | val_loss: 0.0311481 | Time: 6029.78 ms
[2022-04-24 10:58:27	                main:574]	:	INFO	:	Epoch 1023 | loss: 0.0311401 | val_loss: 0.0311585 | Time: 6135.27 ms
[2022-04-24 10:58:34	                main:574]	:	INFO	:	Epoch 1024 | loss: 0.0311503 | val_loss: 0.0311549 | Time: 6042.82 ms
[2022-04-24 10:58:41	                main:574]	:	INFO	:	Epoch 1025 | loss: 0.0311461 | val_loss: 0.0311511 | Time: 6162.85 ms
[2022-04-24 10:58:48	                main:574]	:	INFO	:	Epoch 1026 | loss: 0.0311424 | val_loss: 0.0311526 | Time: 6252.58 ms
[2022-04-24 10:58:54	                main:574]	:	INFO	:	Epoch 1027 | loss: 0.031141 | val_loss: 0.0311517 | Time: 6006.39 ms
[2022-04-24 10:59:01	                main:574]	:	INFO	:	Epoch 1028 | loss: 0.0311369 | val_loss: 0.0311484 | Time: 6083.21 ms
[2022-04-24 10:59:07	                main:574]	:	INFO	:	Epoch 1029 | loss: 0.0311342 | val_loss: 0.0311478 | Time: 6253.82 ms
[2022-04-24 10:59:13	                main:574]	:	INFO	:	Epoch 1030 | loss: 0.0311337 | val_loss: 0.0311499 | Time: 6094.14 ms
[2022-04-24 10:59:20	                main:574]	:	INFO	:	Epoch 1031 | loss: 0.0311326 | val_loss: 0.0311458 | Time: 6108.31 ms
[2022-04-24 10:59:27	                main:574]	:	INFO	:	Epoch 1032 | loss: 0.0311314 | val_loss: 0.0311473 | Time: 6057.06 ms
[2022-04-24 10:59:33	                main:574]	:	INFO	:	Epoch 1033 | loss: 0.0311321 | val_loss: 0.0311456 | Time: 6273.02 ms
[2022-04-24 10:59:39	                main:574]	:	INFO	:	Epoch 1034 | loss: 0.0311319 | val_loss: 0.0311465 | Time: 5891.07 ms
[2022-04-24 10:59:45	                main:574]	:	INFO	:	Epoch 1035 | loss: 0.0311305 | val_loss: 0.0311476 | Time: 5762.66 ms
[2022-04-24 10:59:51	                main:574]	:	INFO	:	Epoch 1036 | loss: 0.03113 | val_loss: 0.0311481 | Time: 6016.49 ms
[2022-04-24 10:59:58	                main:574]	:	INFO	:	Epoch 1037 | loss: 0.0311285 | val_loss: 0.0311487 | Time: 6084.78 ms
[2022-04-24 11:00:05	                main:574]	:	INFO	:	Epoch 1038 | loss: 0.0311296 | val_loss: 0.0311504 | Time: 6116.88 ms
[2022-04-24 11:00:11	                main:574]	:	INFO	:	Epoch 1039 | loss: 0.0311285 | val_loss: 0.031148 | Time: 6098.15 ms
[2022-04-24 11:00:18	                main:574]	:	INFO	:	Epoch 1040 | loss: 0.0311305 | val_loss: 0.0311476 | Time: 5998.02 ms
[2022-04-24 11:00:24	                main:574]	:	INFO	:	Epoch 1041 | loss: 0.031128 | val_loss: 0.0311509 | Time: 6133.23 ms
[2022-04-24 11:00:30	                main:574]	:	INFO	:	Epoch 1042 | loss: 0.0311271 | val_loss: 0.0311498 | Time: 5924.15 ms
[2022-04-24 11:00:36	                main:574]	:	INFO	:	Epoch 1043 | loss: 0.0311262 | val_loss: 0.0311473 | Time: 5993.23 ms
[2022-04-24 11:00:43	                main:574]	:	INFO	:	Epoch 1044 | loss: 0.0311272 | val_loss: 0.0311538 | Time: 6095.78 ms
[2022-04-24 11:00:50	                main:574]	:	INFO	:	Epoch 1045 | loss: 0.031126 | val_loss: 0.0311473 | Time: 6199.53 ms
[2022-04-24 11:00:56	                main:574]	:	INFO	:	Epoch 1046 | loss: 0.0311268 | val_loss: 0.0311513 | Time: 5893.56 ms
[2022-04-24 11:01:02	                main:574]	:	INFO	:	Epoch 1047 | loss: 0.0311259 | val_loss: 0.0311492 | Time: 6029.42 ms
[2022-04-24 11:01:09	                main:574]	:	INFO	:	Epoch 1048 | loss: 0.0311246 | val_loss: 0.0311561 | Time: 6179.3 ms
[2022-04-24 11:01:16	                main:574]	:	INFO	:	Epoch 1049 | loss: 0.0311266 | val_loss: 0.0311558 | Time: 6202.61 ms
[2022-04-24 11:01:22	                main:574]	:	INFO	:	Epoch 1050 | loss: 0.03113 | val_loss: 0.0311527 | Time: 6078.43 ms
[2022-04-24 11:01:29	                main:574]	:	INFO	:	Epoch 1051 | loss: 0.0311266 | val_loss: 0.0311542 | Time: 6041.69 ms
[2022-04-24 11:01:35	                main:574]	:	INFO	:	Epoch 1052 | loss: 0.0311261 | val_loss: 0.0311508 | Time: 6146.28 ms
[2022-04-24 11:01:41	                main:574]	:	INFO	:	Epoch 1053 | loss: 0.0311241 | val_loss: 0.0311522 | Time: 6164.74 ms
[2022-04-24 11:01:48	                main:574]	:	INFO	:	Epoch 1054 | loss: 0.0311323 | val_loss: 0.0311497 | Time: 6168.22 ms
[2022-04-24 11:01:54	                main:574]	:	INFO	:	Epoch 1055 | loss: 0.0311327 | val_loss: 0.0311473 | Time: 6186.55 ms
[2022-04-24 11:02:00	                main:574]	:	INFO	:	Epoch 1056 | loss: 0.0311293 | val_loss: 0.0311476 | Time: 6183.44 ms
[2022-04-24 11:02:07	                main:574]	:	INFO	:	Epoch 1057 | loss: 0.0311275 | val_loss: 0.03115 | Time: 6172.53 ms
[2022-04-24 11:02:13	                main:574]	:	INFO	:	Epoch 1058 | loss: 0.0311289 | val_loss: 0.0311482 | Time: 5944.8 ms
[2022-04-24 11:02:19	                main:574]	:	INFO	:	Epoch 1059 | loss: 0.0311277 | val_loss: 0.0311495 | Time: 6009.44 ms
[2022-04-24 11:02:26	                main:574]	:	INFO	:	Epoch 1060 | loss: 0.0311265 | val_loss: 0.0311505 | Time: 6329.91 ms
[2022-04-24 11:02:32	                main:574]	:	INFO	:	Epoch 1061 | loss: 0.0311263 | val_loss: 0.0311539 | Time: 6039.53 ms
[2022-04-24 11:02:39	                main:574]	:	INFO	:	Epoch 1062 | loss: 0.0311268 | val_loss: 0.0311475 | Time: 6072.42 ms
[2022-04-24 11:02:46	                main:574]	:	INFO	:	Epoch 1063 | loss: 0.0311259 | val_loss: 0.0311508 | Time: 6101.45 ms
[2022-04-24 11:02:52	                main:574]	:	INFO	:	Epoch 1064 | loss: 0.0311242 | val_loss: 0.0311493 | Time: 6190.98 ms
[2022-04-24 11:02:58	                main:574]	:	INFO	:	Epoch 1065 | loss: 0.031125 | val_loss: 0.0311537 | Time: 6031.9 ms
[2022-04-24 11:03:05	                main:574]	:	INFO	:	Epoch 1066 | loss: 0.0311234 | val_loss: 0.0311453 | Time: 6140.43 ms
[2022-04-24 11:03:11	                main:574]	:	INFO	:	Epoch 1067 | loss: 0.0311236 | val_loss: 0.03115 | Time: 6116.6 ms
[2022-04-24 11:03:18	                main:574]	:	INFO	:	Epoch 1068 | loss: 0.0311228 | val_loss: 0.0311496 | Time: 6201.78 ms
[2022-04-24 11:03:24	                main:574]	:	INFO	:	Epoch 1069 | loss: 0.0311245 | val_loss: 0.0311548 | Time: 6034.66 ms
[2022-04-24 11:03:30	                main:574]	:	INFO	:	Epoch 1070 | loss: 0.0311238 | val_loss: 0.0311508 | Time: 6006.37 ms
[2022-04-24 11:03:37	                main:574]	:	INFO	:	Epoch 1071 | loss: 0.0311216 | val_loss: 0.0311503 | Time: 6064.52 ms
[2022-04-24 11:03:44	                main:574]	:	INFO	:	Epoch 1072 | loss: 0.0311232 | val_loss: 0.0311475 | Time: 6165.63 ms
[2022-04-24 11:03:50	                main:574]	:	INFO	:	Epoch 1073 | loss: 0.0311228 | val_loss: 0.0311529 | Time: 6013.64 ms
[2022-04-24 11:03:56	                main:574]	:	INFO	:	Epoch 1074 | loss: 0.0311208 | val_loss: 0.0311491 | Time: 6095.58 ms
[2022-04-24 11:04:02	                main:574]	:	INFO	:	Epoch 1075 | loss: 0.0311218 | val_loss: 0.0311501 | Time: 6213.37 ms
[2022-04-24 11:04:09	                main:574]	:	INFO	:	Epoch 1076 | loss: 0.0311245 | val_loss: 0.0311444 | Time: 6190.39 ms
[2022-04-24 11:04:16	                main:574]	:	INFO	:	Epoch 1077 | loss: 0.0311268 | val_loss: 0.0311386 | Time: 6065 ms
[2022-04-24 11:04:22	                main:574]	:	INFO	:	Epoch 1078 | loss: 0.0311246 | val_loss: 0.03114 | Time: 6044.76 ms
[2022-04-24 11:04:28	                main:574]	:	INFO	:	Epoch 1079 | loss: 0.031124 | val_loss: 0.0311409 | Time: 6168.64 ms
[2022-04-24 11:04:35	                main:574]	:	INFO	:	Epoch 1080 | loss: 0.0311239 | val_loss: 0.0311424 | Time: 6149.92 ms
[2022-04-24 11:04:41	                main:574]	:	INFO	:	Epoch 1081 | loss: 0.0311268 | val_loss: 0.0311492 | Time: 6142.42 ms
[2022-04-24 11:04:47	                main:574]	:	INFO	:	Epoch 1082 | loss: 0.0311242 | val_loss: 0.0311423 | Time: 6125.62 ms
[2022-04-24 11:04:54	                main:574]	:	INFO	:	Epoch 1083 | loss: 0.0311226 | val_loss: 0.0311477 | Time: 6081.43 ms
[2022-04-24 11:05:00	                main:574]	:	INFO	:	Epoch 1084 | loss: 0.0311227 | val_loss: 0.0311422 | Time: 5737.99 ms
[2022-04-24 11:05:06	                main:574]	:	INFO	:	Epoch 1085 | loss: 0.0311209 | val_loss: 0.0311433 | Time: 5667.42 ms
[2022-04-24 11:05:12	                main:574]	:	INFO	:	Epoch 1086 | loss: 0.0311187 | val_loss: 0.0311403 | Time: 6022.51 ms
[2022-04-24 11:05:19	                main:574]	:	INFO	:	Epoch 1087 | loss: 0.0311204 | val_loss: 0.0311513 | Time: 6211.73 ms
[2022-04-24 11:05:26	                main:574]	:	INFO	:	Epoch 1088 | loss: 0.0311249 | val_loss: 0.0311467 | Time: 6196.2 ms
[2022-04-24 11:05:32	                main:574]	:	INFO	:	Epoch 1089 | loss: 0.03112 | val_loss: 0.0311438 | Time: 6042.11 ms
[2022-04-24 11:05:38	                main:574]	:	INFO	:	Epoch 1090 | loss: 0.0311235 | val_loss: 0.0311431 | Time: 6158.89 ms
[2022-04-24 11:05:44	                main:574]	:	INFO	:	Epoch 1091 | loss: 0.0311232 | val_loss: 0.0311403 | Time: 5895.07 ms
[2022-04-24 11:05:50	                main:574]	:	INFO	:	Epoch 1092 | loss: 0.0311197 | val_loss: 0.0311429 | Time: 5654.63 ms
[2022-04-24 11:05:56	                main:574]	:	INFO	:	Epoch 1093 | loss: 0.0311182 | val_loss: 0.0311391 | Time: 6040.39 ms
[2022-04-24 11:06:03	                main:574]	:	INFO	:	Epoch 1094 | loss: 0.0311184 | val_loss: 0.0311398 | Time: 6282.65 ms
[2022-04-24 11:06:10	                main:574]	:	INFO	:	Epoch 1095 | loss: 0.0311162 | val_loss: 0.0311406 | Time: 6126.96 ms
[2022-04-24 11:06:16	                main:574]	:	INFO	:	Epoch 1096 | loss: 0.0311188 | val_loss: 0.0311401 | Time: 6105.17 ms
[2022-04-24 11:06:22	                main:574]	:	INFO	:	Epoch 1097 | loss: 0.0311183 | val_loss: 0.0311387 | Time: 6050.15 ms
[2022-04-24 11:06:28	                main:574]	:	INFO	:	Epoch 1098 | loss: 0.0311149 | val_loss: 0.0311426 | Time: 6139 ms
[2022-04-24 11:06:35	                main:574]	:	INFO	:	Epoch 1099 | loss: 0.0311181 | val_loss: 0.0311388 | Time: 6130.87 ms
[2022-04-24 11:06:42	                main:574]	:	INFO	:	Epoch 1100 | loss: 0.0311188 | val_loss: 0.0311465 | Time: 6534.56 ms
[2022-04-24 11:06:49	                main:574]	:	INFO	:	Epoch 1101 | loss: 0.0311152 | val_loss: 0.0311433 | Time: 6247.61 ms
[2022-04-24 11:06:54	                main:574]	:	INFO	:	Epoch 1102 | loss: 0.0311138 | val_loss: 0.0311404 | Time: 5638.25 ms
[2022-04-24 11:07:00	                main:574]	:	INFO	:	Epoch 1103 | loss: 0.0311135 | val_loss: 0.0311434 | Time: 5722.84 ms
[2022-04-24 11:07:06	                main:574]	:	INFO	:	Epoch 1104 | loss: 0.0311189 | val_loss: 0.0311417 | Time: 6149.25 ms
[2022-04-24 11:07:13	                main:574]	:	INFO	:	Epoch 1105 | loss: 0.0311192 | val_loss: 0.0311413 | Time: 6260.43 ms
[2022-04-24 11:07:20	                main:574]	:	INFO	:	Epoch 1106 | loss: 0.0311194 | val_loss: 0.0311549 | Time: 6665.25 ms
[2022-04-24 11:07:26	                main:574]	:	INFO	:	Epoch 1107 | loss: 0.0311194 | val_loss: 0.0311454 | Time: 5975.71 ms
[2022-04-24 11:07:32	                main:574]	:	INFO	:	Epoch 1108 | loss: 0.031115 | val_loss: 0.031142 | Time: 6109.8 ms
[2022-04-24 11:07:38	                main:574]	:	INFO	:	Epoch 1109 | loss: 0.0311139 | val_loss: 0.0311413 | Time: 6066.61 ms
[2022-04-24 11:07:45	                main:574]	:	INFO	:	Epoch 1110 | loss: 0.0311129 | val_loss: 0.0311401 | Time: 6569.25 ms
[2022-04-24 11:07:52	                main:574]	:	INFO	:	Epoch 1111 | loss: 0.0311127 | val_loss: 0.0311447 | Time: 6279.32 ms
[2022-04-24 11:07:58	                main:574]	:	INFO	:	Epoch 1112 | loss: 0.0311155 | val_loss: 0.0311397 | Time: 6165.15 ms
[2022-04-24 11:08:05	                main:574]	:	INFO	:	Epoch 1113 | loss: 0.0311109 | val_loss: 0.0311435 | Time: 6281.07 ms
[2022-04-24 11:08:11	                main:574]	:	INFO	:	Epoch 1114 | loss: 0.0311105 | val_loss: 0.0311405 | Time: 6006.56 ms
[2022-04-24 11:08:17	                main:574]	:	INFO	:	Epoch 1115 | loss: 0.0311102 | val_loss: 0.0311459 | Time: 5689.88 ms
[2022-04-24 11:08:23	                main:574]	:	INFO	:	Epoch 1116 | loss: 0.0311131 | val_loss: 0.0311457 | Time: 6230.33 ms
[2022-04-24 11:08:29	                main:574]	:	INFO	:	Epoch 1117 | loss: 0.0311129 | val_loss: 0.031142 | Time: 6041.59 ms
[2022-04-24 11:08:36	                main:574]	:	INFO	:	Epoch 1118 | loss: 0.0311113 | val_loss: 0.031144 | Time: 6242.83 ms
[2022-04-24 11:08:43	                main:574]	:	INFO	:	Epoch 1119 | loss: 0.0311106 | val_loss: 0.0311426 | Time: 6032.51 ms
[2022-04-24 11:08:49	                main:574]	:	INFO	:	Epoch 1120 | loss: 0.0311104 | val_loss: 0.0311451 | Time: 5972.51 ms
[2022-04-24 11:08:55	                main:574]	:	INFO	:	Epoch 1121 | loss: 0.0311091 | val_loss: 0.0311431 | Time: 5576.79 ms
[2022-04-24 11:09:02	                main:574]	:	INFO	:	Epoch 1122 | loss: 0.0311102 | val_loss: 0.031143 | Time: 6038.78 ms
[2022-04-24 11:09:08	                main:574]	:	INFO	:	Epoch 1123 | loss: 0.0311104 | val_loss: 0.0311415 | Time: 6455.68 ms
[2022-04-24 11:09:15	                main:574]	:	INFO	:	Epoch 1124 | loss: 0.0311108 | val_loss: 0.0311414 | Time: 6276.57 ms
[2022-04-24 11:09:22	                main:574]	:	INFO	:	Epoch 1125 | loss: 0.0311115 | val_loss: 0.0311414 | Time: 6730.83 ms
[2022-04-24 11:09:29	                main:574]	:	INFO	:	Epoch 1126 | loss: 0.0311095 | val_loss: 0.0311433 | Time: 6421.56 ms
[2022-04-24 11:09:35	                main:574]	:	INFO	:	Epoch 1127 | loss: 0.0311093 | val_loss: 0.0311375 | Time: 6097.07 ms
[2022-04-24 11:09:41	                main:574]	:	INFO	:	Epoch 1128 | loss: 0.0311111 | val_loss: 0.0311439 | Time: 6011.08 ms
[2022-04-24 11:09:48	                main:574]	:	INFO	:	Epoch 1129 | loss: 0.0311109 | val_loss: 0.0311383 | Time: 7042.41 ms
[2022-04-24 11:09:55	                main:574]	:	INFO	:	Epoch 1130 | loss: 0.0311133 | val_loss: 0.0311371 | Time: 7152.5 ms
[2022-04-24 11:10:02	                main:574]	:	INFO	:	Epoch 1131 | loss: 0.0311139 | val_loss: 0.0311419 | Time: 6493.18 ms
[2022-04-24 11:10:09	                main:574]	:	INFO	:	Epoch 1132 | loss: 0.0311127 | val_loss: 0.0311387 | Time: 6427.5 ms
[2022-04-24 11:10:15	                main:574]	:	INFO	:	Epoch 1133 | loss: 0.0311125 | val_loss: 0.0311405 | Time: 6231.82 ms
[2022-04-24 11:10:22	                main:574]	:	INFO	:	Epoch 1134 | loss: 0.0311121 | val_loss: 0.0311385 | Time: 6208.51 ms
[2022-04-24 11:10:28	                main:574]	:	INFO	:	Epoch 1135 | loss: 0.03111 | val_loss: 0.0311376 | Time: 6247.61 ms
[2022-04-24 11:10:35	                main:574]	:	INFO	:	Epoch 1136 | loss: 0.0311098 | val_loss: 0.0311384 | Time: 6173.19 ms
[2022-04-24 11:10:41	                main:574]	:	INFO	:	Epoch 1137 | loss: 0.0311112 | val_loss: 0.031139 | Time: 6419.44 ms
[2022-04-24 11:10:49	                main:574]	:	INFO	:	Epoch 1138 | loss: 0.0311124 | val_loss: 0.031137 | Time: 7711.03 ms
[2022-04-24 11:10:56	                main:574]	:	INFO	:	Epoch 1139 | loss: 0.0311098 | val_loss: 0.0311344 | Time: 6359.4 ms
[2022-04-24 11:11:03	                main:574]	:	INFO	:	Epoch 1140 | loss: 0.0311089 | val_loss: 0.031138 | Time: 6476.03 ms
[2022-04-24 11:11:09	                main:574]	:	INFO	:	Epoch 1141 | loss: 0.0311088 | val_loss: 0.0311353 | Time: 6229.86 ms
[2022-04-24 11:11:16	                main:574]	:	INFO	:	Epoch 1142 | loss: 0.0311079 | val_loss: 0.0311391 | Time: 6755.73 ms
[2022-04-24 11:11:23	                main:574]	:	INFO	:	Epoch 1143 | loss: 0.0311084 | val_loss: 0.0311428 | Time: 6950.42 ms
[2022-04-24 11:11:30	                main:574]	:	INFO	:	Epoch 1144 | loss: 0.0311141 | val_loss: 0.031144 | Time: 6298.47 ms
[2022-04-24 11:11:36	                main:574]	:	INFO	:	Epoch 1145 | loss: 0.0311132 | val_loss: 0.0311414 | Time: 6294.58 ms
[2022-04-24 11:11:43	                main:574]	:	INFO	:	Epoch 1146 | loss: 0.0311095 | val_loss: 0.0311419 | Time: 6543.35 ms
[2022-04-24 11:11:50	                main:574]	:	INFO	:	Epoch 1147 | loss: 0.0311108 | val_loss: 0.0311376 | Time: 6280.61 ms
[2022-04-24 11:11:56	                main:574]	:	INFO	:	Epoch 1148 | loss: 0.0311143 | val_loss: 0.0311402 | Time: 6668.17 ms
[2022-04-24 11:12:03	                main:574]	:	INFO	:	Epoch 1149 | loss: 0.0311137 | val_loss: 0.0311441 | Time: 6364.73 ms
[2022-04-24 11:12:09	                main:574]	:	INFO	:	Epoch 1150 | loss: 0.0311175 | val_loss: 0.0311411 | Time: 6314.48 ms
[2022-04-24 11:12:16	                main:574]	:	INFO	:	Epoch 1151 | loss: 0.0311167 | val_loss: 0.0311424 | Time: 6285.32 ms
[2022-04-24 11:12:23	                main:574]	:	INFO	:	Epoch 1152 | loss: 0.0311155 | val_loss: 0.0311397 | Time: 6391.67 ms
[2022-04-24 11:12:29	                main:574]	:	INFO	:	Epoch 1153 | loss: 0.0311128 | val_loss: 0.0311449 | Time: 6197.22 ms
[2022-04-24 11:12:36	                main:574]	:	INFO	:	Epoch 1154 | loss: 0.0311165 | val_loss: 0.0311546 | Time: 6400.71 ms
[2022-04-24 11:12:42	                main:574]	:	INFO	:	Epoch 1155 | loss: 0.0311284 | val_loss: 0.0311449 | Time: 5977.96 ms
[2022-04-24 11:12:49	                main:574]	:	INFO	:	Epoch 1156 | loss: 0.031124 | val_loss: 0.0311398 | Time: 6485.48 ms
[2022-04-24 11:12:56	                main:574]	:	INFO	:	Epoch 1157 | loss: 0.0311215 | val_loss: 0.0311347 | Time: 6196.4 ms
[2022-04-24 11:13:02	                main:574]	:	INFO	:	Epoch 1158 | loss: 0.0311202 | val_loss: 0.0311407 | Time: 6091.72 ms
[2022-04-24 11:13:09	                main:574]	:	INFO	:	Epoch 1159 | loss: 0.0311217 | val_loss: 0.0311369 | Time: 6333.36 ms
[2022-04-24 11:13:15	                main:574]	:	INFO	:	Epoch 1160 | loss: 0.0311179 | val_loss: 0.0311387 | Time: 6367.15 ms
[2022-04-24 11:13:23	                main:574]	:	INFO	:	Epoch 1161 | loss: 0.0311153 | val_loss: 0.0311381 | Time: 6212.77 ms
[2022-04-24 11:13:29	                main:574]	:	INFO	:	Epoch 1162 | loss: 0.0311161 | val_loss: 0.0311375 | Time: 6162.21 ms
[2022-04-24 11:13:36	                main:574]	:	INFO	:	Epoch 1163 | loss: 0.0311161 | val_loss: 0.031137 | Time: 6334.91 ms
[2022-04-24 11:13:43	                main:574]	:	INFO	:	Epoch 1164 | loss: 0.0311173 | val_loss: 0.0311372 | Time: 6431.02 ms
[2022-04-24 11:13:50	                main:574]	:	INFO	:	Epoch 1165 | loss: 0.0311138 | val_loss: 0.0311389 | Time: 6294.59 ms
[2022-04-24 11:13:57	                main:574]	:	INFO	:	Epoch 1166 | loss: 0.0311123 | val_loss: 0.0311407 | Time: 6419.09 ms
[2022-04-24 11:14:03	                main:574]	:	INFO	:	Epoch 1167 | loss: 0.0311129 | val_loss: 0.0311383 | Time: 6263.41 ms
[2022-04-24 11:14:11	                main:574]	:	INFO	:	Epoch 1168 | loss: 0.0311115 | val_loss: 0.0311364 | Time: 6344.82 ms
[2022-04-24 11:14:18	                main:574]	:	INFO	:	Epoch 1169 | loss: 0.031112 | val_loss: 0.0311378 | Time: 6505.81 ms
[2022-04-24 11:14:25	                main:574]	:	INFO	:	Epoch 1170 | loss: 0.0311174 | val_loss: 0.0311405 | Time: 6362.72 ms
[2022-04-24 11:14:32	                main:574]	:	INFO	:	Epoch 1171 | loss: 0.0311181 | val_loss: 0.0311382 | Time: 6338.93 ms
[2022-04-24 11:14:39	                main:574]	:	INFO	:	Epoch 1172 | loss: 0.0311126 | val_loss: 0.0311383 | Time: 5916.19 ms
[2022-04-24 11:14:45	                main:574]	:	INFO	:	Epoch 1173 | loss: 0.0311125 | val_loss: 0.0311401 | Time: 6348.31 ms
[2022-04-24 11:14:52	                main:574]	:	INFO	:	Epoch 1174 | loss: 0.0311122 | val_loss: 0.0311379 | Time: 6249.26 ms
[2022-04-24 11:14:58	                main:574]	:	INFO	:	Epoch 1175 | loss: 0.0311161 | val_loss: 0.0311392 | Time: 6335.19 ms
[2022-04-24 11:15:05	                main:574]	:	INFO	:	Epoch 1176 | loss: 0.0311167 | val_loss: 0.0311465 | Time: 6455.47 ms
[2022-04-24 11:15:12	                main:574]	:	INFO	:	Epoch 1177 | loss: 0.0311139 | val_loss: 0.031138 | Time: 6343.52 ms
[2022-04-24 11:15:18	                main:574]	:	INFO	:	Epoch 1178 | loss: 0.0311136 | val_loss: 0.0311359 | Time: 6270.24 ms
[2022-04-24 11:15:24	                main:574]	:	INFO	:	Epoch 1179 | loss: 0.0311156 | val_loss: 0.0311416 | Time: 6317.05 ms
[2022-04-24 11:15:31	                main:574]	:	INFO	:	Epoch 1180 | loss: 0.0311137 | val_loss: 0.0311356 | Time: 6301.05 ms
[2022-04-24 11:15:38	                main:574]	:	INFO	:	Epoch 1181 | loss: 0.0311123 | val_loss: 0.0311391 | Time: 6519.04 ms
[2022-04-24 11:15:44	                main:574]	:	INFO	:	Epoch 1182 | loss: 0.0311122 | val_loss: 0.0311405 | Time: 6279.56 ms
[2022-04-24 11:15:50	                main:574]	:	INFO	:	Epoch 1183 | loss: 0.0311116 | val_loss: 0.031141 | Time: 6255.5 ms
[2022-04-24 11:15:57	                main:574]	:	INFO	:	Epoch 1184 | loss: 0.0311102 | val_loss: 0.031136 | Time: 6481.31 ms
[2022-04-24 11:16:03	                main:574]	:	INFO	:	Epoch 1185 | loss: 0.0311108 | val_loss: 0.0311464 | Time: 6258.42 ms
[2022-04-24 11:16:10	                main:574]	:	INFO	:	Epoch 1186 | loss: 0.0311103 | val_loss: 0.031141 | Time: 6443.03 ms
[2022-04-24 11:16:17	                main:574]	:	INFO	:	Epoch 1187 | loss: 0.0311085 | val_loss: 0.0311405 | Time: 6524.74 ms
[2022-04-24 11:16:24	                main:574]	:	INFO	:	Epoch 1188 | loss: 0.031108 | val_loss: 0.0311406 | Time: 6605.33 ms
[2022-04-24 11:16:30	                main:574]	:	INFO	:	Epoch 1189 | loss: 0.0311073 | val_loss: 0.0311391 | Time: 6340.41 ms
[2022-04-24 11:16:37	                main:574]	:	INFO	:	Epoch 1190 | loss: 0.0311082 | val_loss: 0.0311389 | Time: 6434.07 ms
[2022-04-24 11:16:44	                main:574]	:	INFO	:	Epoch 1191 | loss: 0.0311067 | val_loss: 0.0311375 | Time: 6407.16 ms
[2022-04-24 11:16:51	                main:574]	:	INFO	:	Epoch 1192 | loss: 0.0311069 | val_loss: 0.0311363 | Time: 6558.35 ms
[2022-04-24 11:16:57	                main:574]	:	INFO	:	Epoch 1193 | loss: 0.0311062 | val_loss: 0.0311401 | Time: 6471.06 ms
[2022-04-24 11:17:04	                main:574]	:	INFO	:	Epoch 1194 | loss: 0.0311069 | val_loss: 0.0311376 | Time: 6338.96 ms
[2022-04-24 11:17:11	                main:574]	:	INFO	:	Epoch 1195 | loss: 0.0311084 | val_loss: 0.0311437 | Time: 6481.82 ms
[2022-04-24 11:17:17	                main:574]	:	INFO	:	Epoch 1196 | loss: 0.0311079 | val_loss: 0.0311392 | Time: 6525.07 ms
[2022-04-24 11:17:24	                main:574]	:	INFO	:	Epoch 1197 | loss: 0.03111 | val_loss: 0.0311373 | Time: 6460.64 ms
[2022-04-24 11:17:31	                main:574]	:	INFO	:	Epoch 1198 | loss: 0.0311066 | val_loss: 0.0311387 | Time: 6141.19 ms
[2022-04-24 11:17:38	                main:574]	:	INFO	:	Epoch 1199 | loss: 0.0311052 | val_loss: 0.0311433 | Time: 6441.41 ms
[2022-04-24 11:17:44	                main:574]	:	INFO	:	Epoch 1200 | loss: 0.0311072 | val_loss: 0.031143 | Time: 6464.18 ms
[2022-04-24 11:17:51	                main:574]	:	INFO	:	Epoch 1201 | loss: 0.0311058 | val_loss: 0.0311405 | Time: 6464.85 ms
[2022-04-24 11:17:57	                main:574]	:	INFO	:	Epoch 1202 | loss: 0.0311076 | val_loss: 0.0311392 | Time: 6334.3 ms
[2022-04-24 11:18:04	                main:574]	:	INFO	:	Epoch 1203 | loss: 0.0311092 | val_loss: 0.0311382 | Time: 6365 ms
[2022-04-24 11:18:11	                main:574]	:	INFO	:	Epoch 1204 | loss: 0.0311109 | val_loss: 0.0311412 | Time: 6452.37 ms
[2022-04-24 11:18:18	                main:574]	:	INFO	:	Epoch 1205 | loss: 0.0311098 | val_loss: 0.0311402 | Time: 6307.25 ms
[2022-04-24 11:18:24	                main:574]	:	INFO	:	Epoch 1206 | loss: 0.0311077 | val_loss: 0.0311381 | Time: 6503.4 ms
[2022-04-24 11:18:31	                main:574]	:	INFO	:	Epoch 1207 | loss: 0.0311098 | val_loss: 0.031152 | Time: 6489.02 ms
[2022-04-24 11:18:38	                main:574]	:	INFO	:	Epoch 1208 | loss: 0.0311129 | val_loss: 0.0311433 | Time: 6626.16 ms
[2022-04-24 11:18:45	                main:574]	:	INFO	:	Epoch 1209 | loss: 0.0311386 | val_loss: 0.0311567 | Time: 6405.36 ms
[2022-04-24 11:18:52	                main:574]	:	INFO	:	Epoch 1210 | loss: 0.0311161 | val_loss: 0.0311439 | Time: 6295.31 ms
[2022-04-24 11:18:59	                main:574]	:	INFO	:	Epoch 1211 | loss: 0.0311089 | val_loss: 0.031145 | Time: 6271.28 ms
[2022-04-24 11:19:06	                main:574]	:	INFO	:	Epoch 1212 | loss: 0.0311086 | val_loss: 0.0311441 | Time: 6364.62 ms
[2022-04-24 11:19:13	                main:574]	:	INFO	:	Epoch 1213 | loss: 0.0311063 | val_loss: 0.0311434 | Time: 6581.75 ms
[2022-04-24 11:19:19	                main:574]	:	INFO	:	Epoch 1214 | loss: 0.0311058 | val_loss: 0.031139 | Time: 5870.13 ms
[2022-04-24 11:19:25	                main:574]	:	INFO	:	Epoch 1215 | loss: 0.0311046 | val_loss: 0.0311439 | Time: 5994.93 ms
[2022-04-24 11:19:33	                main:574]	:	INFO	:	Epoch 1216 | loss: 0.0311059 | val_loss: 0.0311443 | Time: 6332.91 ms
[2022-04-24 11:19:39	                main:574]	:	INFO	:	Epoch 1217 | loss: 0.0311056 | val_loss: 0.0311437 | Time: 6351.49 ms
[2022-04-24 11:19:45	                main:574]	:	INFO	:	Epoch 1218 | loss: 0.0311052 | val_loss: 0.0311457 | Time: 6340.58 ms
[2022-04-24 11:19:52	                main:574]	:	INFO	:	Epoch 1219 | loss: 0.031112 | val_loss: 0.031154 | Time: 6416.14 ms
[2022-04-24 11:19:59	                main:574]	:	INFO	:	Epoch 1220 | loss: 0.0311119 | val_loss: 0.0311455 | Time: 6335.37 ms
[2022-04-24 11:20:05	                main:574]	:	INFO	:	Epoch 1221 | loss: 0.0311108 | val_loss: 0.031143 | Time: 6321.5 ms
[2022-04-24 11:20:12	                main:574]	:	INFO	:	Epoch 1222 | loss: 0.0311104 | val_loss: 0.0311477 | Time: 6449.47 ms
[2022-04-24 11:20:18	                main:574]	:	INFO	:	Epoch 1223 | loss: 0.0311065 | val_loss: 0.0311417 | Time: 6517.86 ms
[2022-04-24 11:20:25	                main:574]	:	INFO	:	Epoch 1224 | loss: 0.0311066 | val_loss: 0.0311406 | Time: 6444.17 ms
[2022-04-24 11:20:31	                main:574]	:	INFO	:	Epoch 1225 | loss: 0.0311064 | val_loss: 0.0311443 | Time: 6279.74 ms
[2022-04-24 11:20:38	                main:574]	:	INFO	:	Epoch 1226 | loss: 0.0311113 | val_loss: 0.0311403 | Time: 6335.06 ms
[2022-04-24 11:20:45	                main:574]	:	INFO	:	Epoch 1227 | loss: 0.0311109 | val_loss: 0.0311402 | Time: 6475.33 ms
[2022-04-24 11:20:52	                main:574]	:	INFO	:	Epoch 1228 | loss: 0.0311095 | val_loss: 0.0311451 | Time: 6394.05 ms
[2022-04-24 11:20:58	                main:574]	:	INFO	:	Epoch 1229 | loss: 0.0311085 | val_loss: 0.0311418 | Time: 6214.01 ms
[2022-04-24 11:21:05	                main:574]	:	INFO	:	Epoch 1230 | loss: 0.0311085 | val_loss: 0.0311505 | Time: 6226.6 ms
[2022-04-24 11:21:12	                main:574]	:	INFO	:	Epoch 1231 | loss: 0.0311127 | val_loss: 0.0311397 | Time: 6414.53 ms
[2022-04-24 11:21:18	                main:574]	:	INFO	:	Epoch 1232 | loss: 0.0311093 | val_loss: 0.0311417 | Time: 6265.14 ms
[2022-04-24 11:21:25	                main:574]	:	INFO	:	Epoch 1233 | loss: 0.0311073 | val_loss: 0.0311398 | Time: 6464.61 ms
[2022-04-24 11:21:32	                main:574]	:	INFO	:	Epoch 1234 | loss: 0.0311095 | val_loss: 0.031142 | Time: 6305.94 ms
[2022-04-24 11:21:39	                main:574]	:	INFO	:	Epoch 1235 | loss: 0.0311279 | val_loss: 0.0311475 | Time: 6396.79 ms
[2022-04-24 11:21:45	                main:574]	:	INFO	:	Epoch 1236 | loss: 0.0311262 | val_loss: 0.0311462 | Time: 6218.56 ms
[2022-04-24 11:21:51	                main:574]	:	INFO	:	Epoch 1237 | loss: 0.0311206 | val_loss: 0.031142 | Time: 6144.73 ms
[2022-04-24 11:21:58	                main:574]	:	INFO	:	Epoch 1238 | loss: 0.0311195 | val_loss: 0.0311477 | Time: 6094.56 ms
[2022-04-24 11:22:04	                main:574]	:	INFO	:	Epoch 1239 | loss: 0.0311195 | val_loss: 0.0311462 | Time: 6454.72 ms
[2022-04-24 11:22:11	                main:574]	:	INFO	:	Epoch 1240 | loss: 0.0311254 | val_loss: 0.0311429 | Time: 6405.03 ms
[2022-04-24 11:22:18	                main:574]	:	INFO	:	Epoch 1241 | loss: 0.0311225 | val_loss: 0.0311462 | Time: 6334.91 ms
[2022-04-24 11:22:24	                main:574]	:	INFO	:	Epoch 1242 | loss: 0.0311199 | val_loss: 0.0311456 | Time: 6249.65 ms
[2022-04-24 11:22:31	                main:574]	:	INFO	:	Epoch 1243 | loss: 0.0311184 | val_loss: 0.0311418 | Time: 5979.54 ms
[2022-04-24 11:22:37	                main:574]	:	INFO	:	Epoch 1244 | loss: 0.0311183 | val_loss: 0.0311438 | Time: 6016.19 ms
[2022-04-24 11:22:43	                main:574]	:	INFO	:	Epoch 1245 | loss: 0.031116 | val_loss: 0.0311397 | Time: 5797.46 ms
[2022-04-24 11:22:50	                main:574]	:	INFO	:	Epoch 1246 | loss: 0.0311173 | val_loss: 0.0311395 | Time: 6402.91 ms
[2022-04-24 11:22:56	                main:574]	:	INFO	:	Epoch 1247 | loss: 0.0311173 | val_loss: 0.0311407 | Time: 6388.4 ms
[2022-04-24 11:23:03	                main:574]	:	INFO	:	Epoch 1248 | loss: 0.0311131 | val_loss: 0.0311374 | Time: 6357.47 ms
[2022-04-24 11:23:10	                main:574]	:	INFO	:	Epoch 1249 | loss: 0.0311127 | val_loss: 0.0311449 | Time: 6346.1 ms
[2022-04-24 11:23:16	                main:574]	:	INFO	:	Epoch 1250 | loss: 0.0311133 | val_loss: 0.0311379 | Time: 6543.28 ms
[2022-04-24 11:23:23	                main:574]	:	INFO	:	Epoch 1251 | loss: 0.0311116 | val_loss: 0.0311408 | Time: 6456.64 ms
[2022-04-24 11:23:30	                main:574]	:	INFO	:	Epoch 1252 | loss: 0.0311111 | val_loss: 0.0311431 | Time: 6446.9 ms
[2022-04-24 11:23:36	                main:574]	:	INFO	:	Epoch 1253 | loss: 0.0311122 | val_loss: 0.031144 | Time: 6381.52 ms
[2022-04-24 11:23:43	                main:574]	:	INFO	:	Epoch 1254 | loss: 0.0311127 | val_loss: 0.0311409 | Time: 6437.91 ms
[2022-04-24 11:23:50	                main:574]	:	INFO	:	Epoch 1255 | loss: 0.0311091 | val_loss: 0.0311425 | Time: 6368.6 ms
[2022-04-24 11:23:56	                main:574]	:	INFO	:	Epoch 1256 | loss: 0.0311097 | val_loss: 0.0311409 | Time: 6551.45 ms
[2022-04-24 11:24:03	                main:574]	:	INFO	:	Epoch 1257 | loss: 0.0311091 | val_loss: 0.0311399 | Time: 6269.15 ms
[2022-04-24 11:24:10	                main:574]	:	INFO	:	Epoch 1258 | loss: 0.0311081 | val_loss: 0.0311425 | Time: 6514.47 ms
[2022-04-24 11:24:16	                main:574]	:	INFO	:	Epoch 1259 | loss: 0.0311076 | val_loss: 0.0311415 | Time: 6307.88 ms
[2022-04-24 11:24:23	                main:574]	:	INFO	:	Epoch 1260 | loss: 0.0311093 | val_loss: 0.0311448 | Time: 6401.88 ms
[2022-04-24 11:24:29	                main:574]	:	INFO	:	Epoch 1261 | loss: 0.0311133 | val_loss: 0.0311386 | Time: 6376.37 ms
[2022-04-24 11:24:36	                main:574]	:	INFO	:	Epoch 1262 | loss: 0.031115 | val_loss: 0.03114 | Time: 6401.69 ms
[2022-04-24 11:24:42	                main:574]	:	INFO	:	Epoch 1263 | loss: 0.0311139 | val_loss: 0.031138 | Time: 6279.96 ms
[2022-04-24 11:24:49	                main:574]	:	INFO	:	Epoch 1264 | loss: 0.0311156 | val_loss: 0.0311413 | Time: 6344.46 ms
[2022-04-24 11:24:56	                main:574]	:	INFO	:	Epoch 1265 | loss: 0.0311126 | val_loss: 0.0311386 | Time: 6457.64 ms
[2022-04-24 11:25:03	                main:574]	:	INFO	:	Epoch 1266 | loss: 0.031111 | val_loss: 0.0311385 | Time: 6363.08 ms
[2022-04-24 11:25:10	                main:574]	:	INFO	:	Epoch 1267 | loss: 0.0311115 | val_loss: 0.0311424 | Time: 7408.91 ms
[2022-04-24 11:25:17	                main:574]	:	INFO	:	Epoch 1268 | loss: 0.031112 | val_loss: 0.0311389 | Time: 6523.25 ms
[2022-04-24 11:25:23	                main:574]	:	INFO	:	Epoch 1269 | loss: 0.0311105 | val_loss: 0.031142 | Time: 6337.49 ms
[2022-04-24 11:25:30	                main:574]	:	INFO	:	Epoch 1270 | loss: 0.0311099 | val_loss: 0.0311424 | Time: 6566.1 ms
[2022-04-24 11:25:37	                main:574]	:	INFO	:	Epoch 1271 | loss: 0.0311087 | val_loss: 0.0311418 | Time: 6689.13 ms
[2022-04-24 11:25:44	                main:574]	:	INFO	:	Epoch 1272 | loss: 0.0311076 | val_loss: 0.0311422 | Time: 6271.37 ms
[2022-04-24 11:25:50	                main:574]	:	INFO	:	Epoch 1273 | loss: 0.0311094 | val_loss: 0.0311405 | Time: 6396.64 ms
[2022-04-24 11:25:57	                main:574]	:	INFO	:	Epoch 1274 | loss: 0.0311158 | val_loss: 0.0311403 | Time: 6575.7 ms
[2022-04-24 11:26:04	                main:574]	:	INFO	:	Epoch 1275 | loss: 0.0311194 | val_loss: 0.0311499 | Time: 6748.98 ms
[2022-04-24 11:26:10	                main:574]	:	INFO	:	Epoch 1276 | loss: 0.0311186 | val_loss: 0.0311397 | Time: 6380.69 ms
[2022-04-24 11:26:17	                main:574]	:	INFO	:	Epoch 1277 | loss: 0.0311148 | val_loss: 0.0311394 | Time: 7042.21 ms
[2022-04-24 11:26:24	                main:574]	:	INFO	:	Epoch 1278 | loss: 0.0311113 | val_loss: 0.0311408 | Time: 6520.02 ms
[2022-04-24 11:26:29	                main:574]	:	INFO	:	Epoch 1279 | loss: 0.0311096 | val_loss: 0.0311407 | Time: 5242.29 ms
[2022-04-24 11:26:37	                main:574]	:	INFO	:	Epoch 1280 | loss: 0.0311101 | val_loss: 0.0311399 | Time: 6366.46 ms
[2022-04-24 11:26:44	                main:574]	:	INFO	:	Epoch 1281 | loss: 0.0311101 | val_loss: 0.0311342 | Time: 6513.73 ms
[2022-04-24 11:26:50	                main:574]	:	INFO	:	Epoch 1282 | loss: 0.0311093 | val_loss: 0.0311442 | Time: 6528.07 ms
[2022-04-24 11:26:57	                main:574]	:	INFO	:	Epoch 1283 | loss: 0.0311126 | val_loss: 0.0311464 | Time: 6232.13 ms
[2022-04-24 11:27:03	                main:574]	:	INFO	:	Epoch 1284 | loss: 0.031111 | val_loss: 0.031141 | Time: 6206.15 ms
[2022-04-24 11:27:10	                main:574]	:	INFO	:	Epoch 1285 | loss: 0.031107 | val_loss: 0.0311393 | Time: 6391.67 ms
[2022-04-24 11:27:17	                main:574]	:	INFO	:	Epoch 1286 | loss: 0.0311075 | val_loss: 0.0311427 | Time: 6360.6 ms
[2022-04-24 11:27:24	                main:574]	:	INFO	:	Epoch 1287 | loss: 0.0311049 | val_loss: 0.0311435 | Time: 6720.22 ms
[2022-04-24 11:27:31	                main:574]	:	INFO	:	Epoch 1288 | loss: 0.0311053 | val_loss: 0.0311426 | Time: 6806.76 ms
[2022-04-24 11:27:37	                main:574]	:	INFO	:	Epoch 1289 | loss: 0.0311084 | val_loss: 0.0311473 | Time: 6351.71 ms
[2022-04-24 11:27:43	                main:574]	:	INFO	:	Epoch 1290 | loss: 0.0311102 | val_loss: 0.0311404 | Time: 6269.85 ms
[2022-04-24 11:27:50	                main:574]	:	INFO	:	Epoch 1291 | loss: 0.0311077 | val_loss: 0.031139 | Time: 6595.58 ms
[2022-04-24 11:27:56	                main:574]	:	INFO	:	Epoch 1292 | loss: 0.0311087 | val_loss: 0.0311451 | Time: 6105.24 ms
[2022-04-24 11:28:03	                main:574]	:	INFO	:	Epoch 1293 | loss: 0.0311079 | val_loss: 0.031142 | Time: 6483.15 ms
[2022-04-24 11:28:09	                main:574]	:	INFO	:	Epoch 1294 | loss: 0.0311042 | val_loss: 0.0311434 | Time: 6095.64 ms
[2022-04-24 11:28:16	                main:574]	:	INFO	:	Epoch 1295 | loss: 0.0311057 | val_loss: 0.0311419 | Time: 6319.16 ms
[2022-04-24 11:28:22	                main:574]	:	INFO	:	Epoch 1296 | loss: 0.0311044 | val_loss: 0.0311435 | Time: 6411.46 ms
[2022-04-24 11:28:29	                main:574]	:	INFO	:	Epoch 1297 | loss: 0.0311033 | val_loss: 0.0311419 | Time: 6190.43 ms
[2022-04-24 11:28:35	                main:574]	:	INFO	:	Epoch 1298 | loss: 0.0311038 | val_loss: 0.0311411 | Time: 6199.19 ms
[2022-04-24 11:28:42	                main:574]	:	INFO	:	Epoch 1299 | loss: 0.0311049 | val_loss: 0.0311391 | Time: 6781.44 ms
[2022-04-24 11:28:49	                main:574]	:	INFO	:	Epoch 1300 | loss: 0.0311045 | val_loss: 0.03114 | Time: 6520.56 ms
[2022-04-24 11:28:56	                main:574]	:	INFO	:	Epoch 1301 | loss: 0.0311048 | val_loss: 0.0311419 | Time: 6536.76 ms
[2022-04-24 11:29:03	                main:574]	:	INFO	:	Epoch 1302 | loss: 0.0311035 | val_loss: 0.031142 | Time: 6276.44 ms
[2022-04-24 11:29:09	                main:574]	:	INFO	:	Epoch 1303 | loss: 0.0311038 | val_loss: 0.0311447 | Time: 6182.37 ms
[2022-04-24 11:29:15	                main:574]	:	INFO	:	Epoch 1304 | loss: 0.0311038 | val_loss: 0.0311435 | Time: 6268.71 ms
[2022-04-24 11:29:22	                main:574]	:	INFO	:	Epoch 1305 | loss: 0.0311052 | val_loss: 0.031148 | Time: 6413.27 ms
[2022-04-24 11:29:28	                main:574]	:	INFO	:	Epoch 1306 | loss: 0.0311059 | val_loss: 0.0311404 | Time: 6149.03 ms
[2022-04-24 11:29:35	                main:574]	:	INFO	:	Epoch 1307 | loss: 0.0311065 | val_loss: 0.0311454 | Time: 6228.91 ms
[2022-04-24 11:29:42	                main:574]	:	INFO	:	Epoch 1308 | loss: 0.031106 | val_loss: 0.0311416 | Time: 6258.57 ms
[2022-04-24 11:29:48	                main:574]	:	INFO	:	Epoch 1309 | loss: 0.0311238 | val_loss: 0.0311411 | Time: 6236.09 ms
[2022-04-24 11:29:54	                main:574]	:	INFO	:	Epoch 1310 | loss: 0.0311225 | val_loss: 0.031135 | Time: 6243.51 ms
[2022-04-24 11:30:01	                main:574]	:	INFO	:	Epoch 1311 | loss: 0.0311217 | val_loss: 0.0311327 | Time: 6177.48 ms
[2022-04-24 11:30:07	                main:574]	:	INFO	:	Epoch 1312 | loss: 0.0311179 | val_loss: 0.0311315 | Time: 6286.02 ms
[2022-04-24 11:30:14	                main:574]	:	INFO	:	Epoch 1313 | loss: 0.031117 | val_loss: 0.0311366 | Time: 7040.92 ms
[2022-04-24 11:30:21	                main:574]	:	INFO	:	Epoch 1314 | loss: 0.0311148 | val_loss: 0.0311406 | Time: 6424.83 ms
[2022-04-24 11:30:28	                main:574]	:	INFO	:	Epoch 1315 | loss: 0.0311123 | val_loss: 0.031137 | Time: 6920.57 ms
[2022-04-24 11:30:34	                main:574]	:	INFO	:	Epoch 1316 | loss: 0.0311116 | val_loss: 0.0311357 | Time: 6520.9 ms
[2022-04-24 11:30:41	                main:574]	:	INFO	:	Epoch 1317 | loss: 0.0311113 | val_loss: 0.0311361 | Time: 6390.05 ms
[2022-04-24 11:30:47	                main:574]	:	INFO	:	Epoch 1318 | loss: 0.0311096 | val_loss: 0.0311359 | Time: 6109.64 ms
[2022-04-24 11:30:54	                main:574]	:	INFO	:	Epoch 1319 | loss: 0.031111 | val_loss: 0.0311369 | Time: 6384.76 ms
[2022-04-24 11:31:01	                main:574]	:	INFO	:	Epoch 1320 | loss: 0.0311142 | val_loss: 0.0311342 | Time: 6983.07 ms
[2022-04-24 11:31:08	                main:574]	:	INFO	:	Epoch 1321 | loss: 0.0311128 | val_loss: 0.0311425 | Time: 6980.45 ms
[2022-04-24 11:31:15	                main:574]	:	INFO	:	Epoch 1322 | loss: 0.0311126 | val_loss: 0.0311414 | Time: 6369.53 ms
[2022-04-24 11:31:21	                main:574]	:	INFO	:	Epoch 1323 | loss: 0.0311176 | val_loss: 0.0311358 | Time: 6340.91 ms
[2022-04-24 11:31:28	                main:574]	:	INFO	:	Epoch 1324 | loss: 0.0311146 | val_loss: 0.031142 | Time: 6361.98 ms
[2022-04-24 11:31:34	                main:574]	:	INFO	:	Epoch 1325 | loss: 0.0311197 | val_loss: 0.0311383 | Time: 6318.37 ms
[2022-04-24 11:31:42	                main:574]	:	INFO	:	Epoch 1326 | loss: 0.0311171 | val_loss: 0.0311388 | Time: 6765.18 ms
[2022-04-24 11:31:48	                main:574]	:	INFO	:	Epoch 1327 | loss: 0.0311207 | val_loss: 0.031152 | Time: 6242.05 ms
[2022-04-24 11:31:55	                main:574]	:	INFO	:	Epoch 1328 | loss: 0.0311559 | val_loss: 0.0311528 | Time: 6848.97 ms
[2022-04-24 11:32:02	                main:574]	:	INFO	:	Epoch 1329 | loss: 0.0311428 | val_loss: 0.0311509 | Time: 6767.04 ms
[2022-04-24 11:32:09	                main:574]	:	INFO	:	Epoch 1330 | loss: 0.0311412 | val_loss: 0.0311428 | Time: 6653.14 ms
[2022-04-24 11:32:16	                main:574]	:	INFO	:	Epoch 1331 | loss: 0.0311395 | val_loss: 0.0311516 | Time: 6687.78 ms
[2022-04-24 11:32:23	                main:574]	:	INFO	:	Epoch 1332 | loss: 0.0311426 | val_loss: 0.031151 | Time: 6591.83 ms
[2022-04-24 11:32:30	                main:574]	:	INFO	:	Epoch 1333 | loss: 0.0311411 | val_loss: 0.0311514 | Time: 6450.05 ms
[2022-04-24 11:32:37	                main:574]	:	INFO	:	Epoch 1334 | loss: 0.0311386 | val_loss: 0.0311515 | Time: 6539.34 ms
[2022-04-24 11:32:44	                main:574]	:	INFO	:	Epoch 1335 | loss: 0.0311362 | val_loss: 0.0311478 | Time: 7259.8 ms
[2022-04-24 11:32:51	                main:574]	:	INFO	:	Epoch 1336 | loss: 0.0311367 | val_loss: 0.0311482 | Time: 6127.21 ms
[2022-04-24 11:32:57	                main:574]	:	INFO	:	Epoch 1337 | loss: 0.0311348 | val_loss: 0.031146 | Time: 6106.23 ms
[2022-04-24 11:33:03	                main:574]	:	INFO	:	Epoch 1338 | loss: 0.0311331 | val_loss: 0.0311482 | Time: 6152.38 ms
[2022-04-24 11:33:10	                main:574]	:	INFO	:	Epoch 1339 | loss: 0.0311336 | val_loss: 0.0311421 | Time: 6926.8 ms
[2022-04-24 11:33:17	                main:574]	:	INFO	:	Epoch 1340 | loss: 0.0311284 | val_loss: 0.0311424 | Time: 6438.58 ms
[2022-04-24 11:33:24	                main:574]	:	INFO	:	Epoch 1341 | loss: 0.0311277 | val_loss: 0.0311417 | Time: 6566.24 ms
[2022-04-24 11:33:31	                main:574]	:	INFO	:	Epoch 1342 | loss: 0.0311279 | val_loss: 0.031145 | Time: 6620.15 ms
[2022-04-24 11:33:37	                main:574]	:	INFO	:	Epoch 1343 | loss: 0.0311289 | val_loss: 0.0311439 | Time: 6378.73 ms
[2022-04-24 11:33:44	                main:574]	:	INFO	:	Epoch 1344 | loss: 0.0311293 | val_loss: 0.0311437 | Time: 6424.91 ms
[2022-04-24 11:33:50	                main:574]	:	INFO	:	Epoch 1345 | loss: 0.0311254 | val_loss: 0.0311421 | Time: 6453.26 ms
[2022-04-24 11:33:57	                main:574]	:	INFO	:	Epoch 1346 | loss: 0.0311244 | val_loss: 0.0311452 | Time: 6502.25 ms
[2022-04-24 11:34:04	                main:574]	:	INFO	:	Epoch 1347 | loss: 0.0311243 | val_loss: 0.0311529 | Time: 6460.92 ms
[2022-04-24 11:34:10	                main:574]	:	INFO	:	Epoch 1348 | loss: 0.031125 | val_loss: 0.0311426 | Time: 6369.39 ms
[2022-04-24 11:34:17	                main:574]	:	INFO	:	Epoch 1349 | loss: 0.0311222 | val_loss: 0.0311435 | Time: 6679.4 ms
[2022-04-24 11:34:24	                main:574]	:	INFO	:	Epoch 1350 | loss: 0.0311213 | val_loss: 0.0311462 | Time: 6573.06 ms
[2022-04-24 11:34:31	                main:574]	:	INFO	:	Epoch 1351 | loss: 0.0311209 | val_loss: 0.0311481 | Time: 6611.28 ms
[2022-04-24 11:34:38	                main:574]	:	INFO	:	Epoch 1352 | loss: 0.0311208 | val_loss: 0.0311471 | Time: 6385.96 ms
[2022-04-24 11:34:45	                main:574]	:	INFO	:	Epoch 1353 | loss: 0.031121 | val_loss: 0.0311523 | Time: 6650.53 ms
[2022-04-24 11:34:52	                main:574]	:	INFO	:	Epoch 1354 | loss: 0.0311242 | val_loss: 0.0311442 | Time: 6619.2 ms
[2022-04-24 11:34:58	                main:574]	:	INFO	:	Epoch 1355 | loss: 0.0311223 | val_loss: 0.0311477 | Time: 6485.65 ms
[2022-04-24 11:35:05	                main:574]	:	INFO	:	Epoch 1356 | loss: 0.0311182 | val_loss: 0.0311458 | Time: 6530.75 ms
[2022-04-24 11:35:12	                main:574]	:	INFO	:	Epoch 1357 | loss: 0.0311192 | val_loss: 0.0311444 | Time: 6495.55 ms
[2022-04-24 11:35:18	                main:574]	:	INFO	:	Epoch 1358 | loss: 0.0311212 | val_loss: 0.0311477 | Time: 6321.09 ms
[2022-04-24 11:35:26	                main:574]	:	INFO	:	Epoch 1359 | loss: 0.0311238 | val_loss: 0.0311558 | Time: 6821.46 ms
[2022-04-24 11:35:33	                main:574]	:	INFO	:	Epoch 1360 | loss: 0.0311242 | val_loss: 0.0311467 | Time: 6517.42 ms
[2022-04-24 11:35:40	                main:574]	:	INFO	:	Epoch 1361 | loss: 0.0311222 | val_loss: 0.0311479 | Time: 6537 ms
[2022-04-24 11:35:47	                main:574]	:	INFO	:	Epoch 1362 | loss: 0.0311219 | val_loss: 0.0311472 | Time: 6679.28 ms
[2022-04-24 11:35:53	                main:574]	:	INFO	:	Epoch 1363 | loss: 0.0311218 | val_loss: 0.0311474 | Time: 6358.22 ms
[2022-04-24 11:36:00	                main:574]	:	INFO	:	Epoch 1364 | loss: 0.0311198 | val_loss: 0.0311421 | Time: 6318.79 ms
[2022-04-24 11:36:07	                main:574]	:	INFO	:	Epoch 1365 | loss: 0.0311198 | val_loss: 0.0311471 | Time: 6408.55 ms
[2022-04-24 11:36:13	                main:574]	:	INFO	:	Epoch 1366 | loss: 0.0311201 | val_loss: 0.0311447 | Time: 6558.27 ms
[2022-04-24 11:36:20	                main:574]	:	INFO	:	Epoch 1367 | loss: 0.0311201 | val_loss: 0.0311469 | Time: 6085.15 ms
[2022-04-24 11:36:26	                main:574]	:	INFO	:	Epoch 1368 | loss: 0.0311208 | val_loss: 0.031144 | Time: 6328.11 ms
[2022-04-24 11:36:33	                main:574]	:	INFO	:	Epoch 1369 | loss: 0.0311177 | val_loss: 0.0311428 | Time: 6516.6 ms
[2022-04-24 11:36:39	                main:574]	:	INFO	:	Epoch 1370 | loss: 0.031116 | val_loss: 0.031146 | Time: 6165.53 ms
[2022-04-24 11:36:46	                main:574]	:	INFO	:	Epoch 1371 | loss: 0.0311188 | val_loss: 0.0311417 | Time: 6318.34 ms
[2022-04-24 11:36:53	                main:574]	:	INFO	:	Epoch 1372 | loss: 0.0311182 | val_loss: 0.0311409 | Time: 6247.64 ms
[2022-04-24 11:36:59	                main:574]	:	INFO	:	Epoch 1373 | loss: 0.0311172 | val_loss: 0.031145 | Time: 5962.76 ms
[2022-04-24 11:37:05	                main:574]	:	INFO	:	Epoch 1374 | loss: 0.0311172 | val_loss: 0.031143 | Time: 6250.6 ms
[2022-04-24 11:37:12	                main:574]	:	INFO	:	Epoch 1375 | loss: 0.0311189 | val_loss: 0.0311484 | Time: 6157.64 ms
[2022-04-24 11:37:18	                main:574]	:	INFO	:	Epoch 1376 | loss: 0.0311205 | val_loss: 0.0311484 | Time: 6133.2 ms
[2022-04-24 11:37:25	                main:574]	:	INFO	:	Epoch 1377 | loss: 0.031118 | val_loss: 0.0311406 | Time: 6555.95 ms
[2022-04-24 11:37:33	                main:574]	:	INFO	:	Epoch 1378 | loss: 0.0311156 | val_loss: 0.0311432 | Time: 6490.83 ms
[2022-04-24 11:37:39	                main:574]	:	INFO	:	Epoch 1379 | loss: 0.0311164 | val_loss: 0.0311476 | Time: 6197.24 ms
[2022-04-24 11:37:45	                main:574]	:	INFO	:	Epoch 1380 | loss: 0.0311169 | val_loss: 0.031143 | Time: 6085.97 ms
[2022-04-24 11:37:52	                main:574]	:	INFO	:	Epoch 1381 | loss: 0.0311161 | val_loss: 0.0311461 | Time: 6333.41 ms
[2022-04-24 11:37:58	                main:574]	:	INFO	:	Epoch 1382 | loss: 0.0311181 | val_loss: 0.0311429 | Time: 6254.65 ms
[2022-04-24 11:38:05	                main:574]	:	INFO	:	Epoch 1383 | loss: 0.0311157 | val_loss: 0.0311438 | Time: 6293.08 ms
[2022-04-24 11:38:11	                main:574]	:	INFO	:	Epoch 1384 | loss: 0.0311147 | val_loss: 0.0311485 | Time: 5949.41 ms
[2022-04-24 11:38:18	                main:574]	:	INFO	:	Epoch 1385 | loss: 0.0311167 | val_loss: 0.0311468 | Time: 6352.44 ms
[2022-04-24 11:38:25	                main:574]	:	INFO	:	Epoch 1386 | loss: 0.0311149 | val_loss: 0.0311452 | Time: 6395.9 ms
[2022-04-24 11:38:31	                main:574]	:	INFO	:	Epoch 1387 | loss: 0.0311158 | val_loss: 0.0311461 | Time: 6182.56 ms
[2022-04-24 11:38:37	                main:574]	:	INFO	:	Epoch 1388 | loss: 0.0311174 | val_loss: 0.031142 | Time: 6438.29 ms
[2022-04-24 11:38:44	                main:574]	:	INFO	:	Epoch 1389 | loss: 0.0311253 | val_loss: 0.031144 | Time: 6352.27 ms
[2022-04-24 11:38:50	                main:574]	:	INFO	:	Epoch 1390 | loss: 0.0311233 | val_loss: 0.0311421 | Time: 6119.02 ms
[2022-04-24 11:38:57	                main:574]	:	INFO	:	Epoch 1391 | loss: 0.0311219 | val_loss: 0.0311438 | Time: 6177.89 ms
[2022-04-24 11:39:03	                main:574]	:	INFO	:	Epoch 1392 | loss: 0.0311211 | val_loss: 0.031143 | Time: 6259.68 ms
[2022-04-24 11:39:10	                main:574]	:	INFO	:	Epoch 1393 | loss: 0.0311198 | val_loss: 0.0311415 | Time: 6426.22 ms
[2022-04-24 11:39:17	                main:574]	:	INFO	:	Epoch 1394 | loss: 0.0311185 | val_loss: 0.0311431 | Time: 6467.66 ms
[2022-04-24 11:39:23	                main:574]	:	INFO	:	Epoch 1395 | loss: 0.0311195 | val_loss: 0.0311436 | Time: 5878.34 ms
[2022-04-24 11:39:30	                main:574]	:	INFO	:	Epoch 1396 | loss: 0.0311202 | val_loss: 0.0311439 | Time: 6048.14 ms
[2022-04-24 11:39:37	                main:574]	:	INFO	:	Epoch 1397 | loss: 0.0311199 | val_loss: 0.0311434 | Time: 6324.55 ms
[2022-04-24 11:39:43	                main:574]	:	INFO	:	Epoch 1398 | loss: 0.0311206 | val_loss: 0.0311442 | Time: 5962.45 ms
[2022-04-24 11:39:49	                main:574]	:	INFO	:	Epoch 1399 | loss: 0.0311186 | val_loss: 0.0311428 | Time: 6187.94 ms
[2022-04-24 11:39:55	                main:574]	:	INFO	:	Epoch 1400 | loss: 0.031118 | val_loss: 0.0311448 | Time: 6152.16 ms
[2022-04-24 11:40:03	                main:574]	:	INFO	:	Epoch 1401 | loss: 0.0311184 | val_loss: 0.0311422 | Time: 6440.36 ms
[2022-04-24 11:40:08	                main:574]	:	INFO	:	Epoch 1402 | loss: 0.0311182 | val_loss: 0.0311472 | Time: 5865.25 ms
[2022-04-24 11:40:15	                main:574]	:	INFO	:	Epoch 1403 | loss: 0.0311219 | val_loss: 0.0311515 | Time: 6108.48 ms
[2022-04-24 11:40:22	                main:574]	:	INFO	:	Epoch 1404 | loss: 0.0311291 | val_loss: 0.0311543 | Time: 6924.71 ms
[2022-04-24 11:40:28	                main:574]	:	INFO	:	Epoch 1405 | loss: 0.0311252 | val_loss: 0.0311394 | Time: 6180.71 ms
[2022-04-24 11:40:36	                main:574]	:	INFO	:	Epoch 1406 | loss: 0.0311189 | val_loss: 0.0311387 | Time: 6162.4 ms
[2022-04-24 11:40:42	                main:574]	:	INFO	:	Epoch 1407 | loss: 0.0311161 | val_loss: 0.0311422 | Time: 6095.34 ms
[2022-04-24 11:40:49	                main:574]	:	INFO	:	Epoch 1408 | loss: 0.031115 | val_loss: 0.0311407 | Time: 6144.58 ms
[2022-04-24 11:40:55	                main:574]	:	INFO	:	Epoch 1409 | loss: 0.0311156 | val_loss: 0.0311426 | Time: 6186.51 ms
[2022-04-24 11:41:02	                main:574]	:	INFO	:	Epoch 1410 | loss: 0.0311153 | val_loss: 0.0311401 | Time: 6351.92 ms
[2022-04-24 11:41:08	                main:574]	:	INFO	:	Epoch 1411 | loss: 0.0311144 | val_loss: 0.0311476 | Time: 6180 ms
[2022-04-24 11:41:15	                main:574]	:	INFO	:	Epoch 1412 | loss: 0.0311136 | val_loss: 0.0311391 | Time: 6249.59 ms
[2022-04-24 11:41:22	                main:574]	:	INFO	:	Epoch 1413 | loss: 0.0311133 | val_loss: 0.0311407 | Time: 6509.38 ms
[2022-04-24 11:41:28	                main:574]	:	INFO	:	Epoch 1414 | loss: 0.0311125 | val_loss: 0.0311404 | Time: 6348.73 ms
[2022-04-24 11:41:35	                main:574]	:	INFO	:	Epoch 1415 | loss: 0.0311126 | val_loss: 0.0311426 | Time: 6088.04 ms
[2022-04-24 11:41:42	                main:574]	:	INFO	:	Epoch 1416 | loss: 0.0311137 | val_loss: 0.0311395 | Time: 6314.85 ms
[2022-04-24 11:41:49	                main:574]	:	INFO	:	Epoch 1417 | loss: 0.0311144 | val_loss: 0.0311474 | Time: 6609.72 ms
[2022-04-24 11:41:56	                main:574]	:	INFO	:	Epoch 1418 | loss: 0.0311126 | val_loss: 0.031139 | Time: 6311.14 ms
[2022-04-24 11:42:02	                main:574]	:	INFO	:	Epoch 1419 | loss: 0.0311109 | val_loss: 0.0311428 | Time: 6134 ms
[2022-04-24 11:42:08	                main:574]	:	INFO	:	Epoch 1420 | loss: 0.0311109 | val_loss: 0.0311393 | Time: 6026.67 ms
[2022-04-24 11:42:15	                main:574]	:	INFO	:	Epoch 1421 | loss: 0.03111 | val_loss: 0.0311371 | Time: 6273.52 ms
[2022-04-24 11:42:22	                main:574]	:	INFO	:	Epoch 1422 | loss: 0.0311103 | val_loss: 0.0311367 | Time: 6931.58 ms
[2022-04-24 11:42:29	                main:574]	:	INFO	:	Epoch 1423 | loss: 0.0311109 | val_loss: 0.0311381 | Time: 6437.49 ms
[2022-04-24 11:42:35	                main:574]	:	INFO	:	Epoch 1424 | loss: 0.0311122 | val_loss: 0.0311394 | Time: 6213.05 ms
[2022-04-24 11:42:41	                main:574]	:	INFO	:	Epoch 1425 | loss: 0.0311119 | val_loss: 0.0311427 | Time: 5973.63 ms
[2022-04-24 11:42:48	                main:574]	:	INFO	:	Epoch 1426 | loss: 0.0311132 | val_loss: 0.0311393 | Time: 6374.6 ms
[2022-04-24 11:42:55	                main:574]	:	INFO	:	Epoch 1427 | loss: 0.0311121 | val_loss: 0.0311416 | Time: 6333.65 ms
[2022-04-24 11:43:01	                main:574]	:	INFO	:	Epoch 1428 | loss: 0.0311119 | val_loss: 0.0311421 | Time: 6287.98 ms
[2022-04-24 11:43:08	                main:574]	:	INFO	:	Epoch 1429 | loss: 0.0311114 | val_loss: 0.0311395 | Time: 6639.03 ms
[2022-04-24 11:43:15	                main:574]	:	INFO	:	Epoch 1430 | loss: 0.0311131 | val_loss: 0.0311452 | Time: 6609.11 ms
[2022-04-24 11:43:21	                main:574]	:	INFO	:	Epoch 1431 | loss: 0.0311149 | val_loss: 0.031138 | Time: 6268.07 ms
[2022-04-24 11:43:28	                main:574]	:	INFO	:	Epoch 1432 | loss: 0.0311171 | val_loss: 0.0311398 | Time: 6474.13 ms
[2022-04-24 11:43:35	                main:574]	:	INFO	:	Epoch 1433 | loss: 0.0311144 | val_loss: 0.0311538 | Time: 6260.43 ms
[2022-04-24 11:43:41	                main:574]	:	INFO	:	Epoch 1434 | loss: 0.0311202 | val_loss: 0.0311469 | Time: 6562.64 ms
[2022-04-24 11:43:48	                main:574]	:	INFO	:	Epoch 1435 | loss: 0.0311209 | val_loss: 0.031142 | Time: 6343.24 ms
[2022-04-24 11:43:55	                main:574]	:	INFO	:	Epoch 1436 | loss: 0.0311194 | val_loss: 0.0311482 | Time: 6258.46 ms
[2022-04-24 11:44:03	                main:574]	:	INFO	:	Epoch 1437 | loss: 0.0311179 | val_loss: 0.0311454 | Time: 6453.93 ms
[2022-04-24 11:44:09	                main:574]	:	INFO	:	Epoch 1438 | loss: 0.0311161 | val_loss: 0.0311411 | Time: 6140.54 ms
[2022-04-24 11:44:16	                main:574]	:	INFO	:	Epoch 1439 | loss: 0.0311148 | val_loss: 0.0311421 | Time: 6228.75 ms
[2022-04-24 11:44:22	                main:574]	:	INFO	:	Epoch 1440 | loss: 0.031116 | val_loss: 0.0311422 | Time: 6071.83 ms
[2022-04-24 11:44:28	                main:574]	:	INFO	:	Epoch 1441 | loss: 0.0311125 | val_loss: 0.0311401 | Time: 6386.51 ms
[2022-04-24 11:44:35	                main:574]	:	INFO	:	Epoch 1442 | loss: 0.0311103 | val_loss: 0.0311413 | Time: 6149.6 ms
[2022-04-24 11:44:42	                main:574]	:	INFO	:	Epoch 1443 | loss: 0.0311103 | val_loss: 0.0311412 | Time: 6647.11 ms
[2022-04-24 11:44:49	                main:574]	:	INFO	:	Epoch 1444 | loss: 0.0311101 | val_loss: 0.0311399 | Time: 6610.25 ms
[2022-04-24 11:44:55	                main:574]	:	INFO	:	Epoch 1445 | loss: 0.0311095 | val_loss: 0.0311412 | Time: 6419.96 ms
[2022-04-24 11:45:02	                main:574]	:	INFO	:	Epoch 1446 | loss: 0.0311118 | val_loss: 0.0311401 | Time: 6426.82 ms
[2022-04-24 11:45:09	                main:574]	:	INFO	:	Epoch 1447 | loss: 0.0311109 | val_loss: 0.0311411 | Time: 6990.81 ms
[2022-04-24 11:45:16	                main:574]	:	INFO	:	Epoch 1448 | loss: 0.0311102 | val_loss: 0.0311385 | Time: 6814.59 ms
[2022-04-24 11:45:23	                main:574]	:	INFO	:	Epoch 1449 | loss: 0.0311154 | val_loss: 0.0311388 | Time: 6422.8 ms
[2022-04-24 11:45:30	                main:574]	:	INFO	:	Epoch 1450 | loss: 0.03113 | val_loss: 0.0311472 | Time: 6392.71 ms
[2022-04-24 11:45:36	                main:574]	:	INFO	:	Epoch 1451 | loss: 0.0311283 | val_loss: 0.0311428 | Time: 6152.21 ms
[2022-04-24 11:45:42	                main:574]	:	INFO	:	Epoch 1452 | loss: 0.0311293 | val_loss: 0.031145 | Time: 6173.31 ms
[2022-04-24 11:45:49	                main:574]	:	INFO	:	Epoch 1453 | loss: 0.0311363 | val_loss: 0.0311462 | Time: 6321.91 ms
[2022-04-24 11:45:56	                main:574]	:	INFO	:	Epoch 1454 | loss: 0.0311304 | val_loss: 0.0311448 | Time: 6552.07 ms
[2022-04-24 11:46:02	                main:574]	:	INFO	:	Epoch 1455 | loss: 0.031124 | val_loss: 0.0311437 | Time: 6284.42 ms
[2022-04-24 11:46:08	                main:574]	:	INFO	:	Epoch 1456 | loss: 0.031124 | val_loss: 0.031143 | Time: 6236.14 ms
[2022-04-24 11:46:15	                main:574]	:	INFO	:	Epoch 1457 | loss: 0.0311239 | val_loss: 0.0311401 | Time: 6160.8 ms
[2022-04-24 11:46:21	                main:574]	:	INFO	:	Epoch 1458 | loss: 0.0311221 | val_loss: 0.0311456 | Time: 6616.6 ms
[2022-04-24 11:46:29	                main:574]	:	INFO	:	Epoch 1459 | loss: 0.0311212 | val_loss: 0.0311399 | Time: 7221.27 ms
[2022-04-24 11:46:35	                main:574]	:	INFO	:	Epoch 1460 | loss: 0.0311179 | val_loss: 0.031143 | Time: 6777.11 ms
[2022-04-24 11:46:42	                main:574]	:	INFO	:	Epoch 1461 | loss: 0.0311149 | val_loss: 0.0311461 | Time: 6121.38 ms
[2022-04-24 11:46:48	                main:574]	:	INFO	:	Epoch 1462 | loss: 0.0311154 | val_loss: 0.0311425 | Time: 6240.72 ms
[2022-04-24 11:46:55	                main:574]	:	INFO	:	Epoch 1463 | loss: 0.0311144 | val_loss: 0.0311411 | Time: 6562.59 ms
[2022-04-24 11:47:01	                main:574]	:	INFO	:	Epoch 1464 | loss: 0.0311132 | val_loss: 0.0311407 | Time: 6438.41 ms
[2022-04-24 11:47:07	                main:574]	:	INFO	:	Epoch 1465 | loss: 0.0311145 | val_loss: 0.0311435 | Time: 6077.51 ms
[2022-04-24 11:47:13	                main:574]	:	INFO	:	Epoch 1466 | loss: 0.0311136 | val_loss: 0.0311452 | Time: 6099.09 ms
[2022-04-24 11:47:20	                main:574]	:	INFO	:	Epoch 1467 | loss: 0.031112 | val_loss: 0.0311407 | Time: 6483.37 ms
[2022-04-24 11:47:27	                main:574]	:	INFO	:	Epoch 1468 | loss: 0.0311107 | val_loss: 0.0311411 | Time: 6767.35 ms
[2022-04-24 11:47:33	                main:574]	:	INFO	:	Epoch 1469 | loss: 0.0311118 | val_loss: 0.0311409 | Time: 6137.88 ms
[2022-04-24 11:47:40	                main:574]	:	INFO	:	Epoch 1470 | loss: 0.0311163 | val_loss: 0.0311394 | Time: 6412.57 ms
[2022-04-24 11:47:46	                main:574]	:	INFO	:	Epoch 1471 | loss: 0.0311179 | val_loss: 0.031139 | Time: 6263.71 ms
[2022-04-24 11:47:53	                main:574]	:	INFO	:	Epoch 1472 | loss: 0.0311155 | val_loss: 0.0311371 | Time: 6147.26 ms
[2022-04-24 11:48:00	                main:574]	:	INFO	:	Epoch 1473 | loss: 0.031112 | val_loss: 0.0311457 | Time: 6505.82 ms
[2022-04-24 11:48:07	                main:574]	:	INFO	:	Epoch 1474 | loss: 0.0311194 | val_loss: 0.0311378 | Time: 6388.46 ms
[2022-04-24 11:48:13	                main:574]	:	INFO	:	Epoch 1475 | loss: 0.0311186 | val_loss: 0.0311396 | Time: 6576.22 ms
[2022-04-24 11:48:20	                main:574]	:	INFO	:	Epoch 1476 | loss: 0.0311167 | val_loss: 0.0311396 | Time: 6548.49 ms
[2022-04-24 11:48:27	                main:574]	:	INFO	:	Epoch 1477 | loss: 0.031114 | val_loss: 0.0311383 | Time: 6311.23 ms
[2022-04-24 11:48:33	                main:574]	:	INFO	:	Epoch 1478 | loss: 0.0311136 | val_loss: 0.0311402 | Time: 6361.51 ms
[2022-04-24 11:48:40	                main:574]	:	INFO	:	Epoch 1479 | loss: 0.0311122 | val_loss: 0.0311394 | Time: 6260.3 ms
[2022-04-24 11:48:46	                main:574]	:	INFO	:	Epoch 1480 | loss: 0.0311134 | val_loss: 0.0311404 | Time: 6199.2 ms
[2022-04-24 11:48:53	                main:574]	:	INFO	:	Epoch 1481 | loss: 0.0311118 | val_loss: 0.0311382 | Time: 6213.62 ms
[2022-04-24 11:49:00	                main:574]	:	INFO	:	Epoch 1482 | loss: 0.0311103 | val_loss: 0.0311397 | Time: 6804.75 ms
[2022-04-24 11:49:07	                main:574]	:	INFO	:	Epoch 1483 | loss: 0.0311111 | val_loss: 0.0311408 | Time: 6235.68 ms
[2022-04-24 11:49:13	                main:574]	:	INFO	:	Epoch 1484 | loss: 0.0311133 | val_loss: 0.0311412 | Time: 6021.48 ms
[2022-04-24 11:49:20	                main:574]	:	INFO	:	Epoch 1485 | loss: 0.0311139 | val_loss: 0.0311451 | Time: 6208.33 ms
[2022-04-24 11:49:27	                main:574]	:	INFO	:	Epoch 1486 | loss: 0.0311111 | val_loss: 0.0311397 | Time: 6710.2 ms
[2022-04-24 11:49:34	                main:574]	:	INFO	:	Epoch 1487 | loss: 0.0311085 | val_loss: 0.0311415 | Time: 6110.01 ms
[2022-04-24 11:49:41	                main:574]	:	INFO	:	Epoch 1488 | loss: 0.0311071 | val_loss: 0.0311375 | Time: 6241.38 ms
[2022-04-24 11:49:48	                main:574]	:	INFO	:	Epoch 1489 | loss: 0.0311071 | val_loss: 0.031143 | Time: 6276.27 ms
[2022-04-24 11:49:54	                main:574]	:	INFO	:	Epoch 1490 | loss: 0.031107 | val_loss: 0.0311396 | Time: 5987.93 ms
[2022-04-24 11:50:00	                main:574]	:	INFO	:	Epoch 1491 | loss: 0.0311083 | val_loss: 0.0311421 | Time: 6180.35 ms
[2022-04-24 11:50:07	                main:574]	:	INFO	:	Epoch 1492 | loss: 0.031108 | val_loss: 0.0311431 | Time: 6264.01 ms
[2022-04-24 11:50:14	                main:574]	:	INFO	:	Epoch 1493 | loss: 0.0311084 | val_loss: 0.0311438 | Time: 6035.02 ms
[2022-04-24 11:50:20	                main:574]	:	INFO	:	Epoch 1494 | loss: 0.0311115 | val_loss: 0.0311402 | Time: 6049.56 ms
[2022-04-24 11:50:26	                main:574]	:	INFO	:	Epoch 1495 | loss: 0.0311115 | val_loss: 0.0311412 | Time: 6233.84 ms
[2022-04-24 11:50:33	                main:574]	:	INFO	:	Epoch 1496 | loss: 0.0311115 | val_loss: 0.0311458 | Time: 6059.57 ms
[2022-04-24 11:50:40	                main:574]	:	INFO	:	Epoch 1497 | loss: 0.0311088 | val_loss: 0.0311382 | Time: 6789.4 ms
[2022-04-24 11:50:46	                main:574]	:	INFO	:	Epoch 1498 | loss: 0.0311077 | val_loss: 0.0311401 | Time: 6184.48 ms
[2022-04-24 11:50:53	                main:574]	:	INFO	:	Epoch 1499 | loss: 0.0311083 | val_loss: 0.031139 | Time: 6225.61 ms
[2022-04-24 11:51:01	                main:574]	:	INFO	:	Epoch 1500 | loss: 0.0311067 | val_loss: 0.0311396 | Time: 6116.63 ms
[2022-04-24 11:51:07	                main:574]	:	INFO	:	Epoch 1501 | loss: 0.0311066 | val_loss: 0.0311396 | Time: 5979.95 ms
[2022-04-24 11:51:13	                main:574]	:	INFO	:	Epoch 1502 | loss: 0.0311085 | val_loss: 0.0311511 | Time: 5786.57 ms
[2022-04-24 11:51:20	                main:574]	:	INFO	:	Epoch 1503 | loss: 0.0311082 | val_loss: 0.0311437 | Time: 6309.78 ms
[2022-04-24 11:51:28	                main:574]	:	INFO	:	Epoch 1504 | loss: 0.0311068 | val_loss: 0.031139 | Time: 6340.63 ms
[2022-04-24 11:51:33	                main:574]	:	INFO	:	Epoch 1505 | loss: 0.0311078 | val_loss: 0.0311396 | Time: 3782.47 ms
[2022-04-24 11:51:37	                main:574]	:	INFO	:	Epoch 1506 | loss: 0.0311106 | val_loss: 0.0311411 | Time: 4125.95 ms
[2022-04-24 11:51:42	                main:574]	:	INFO	:	Epoch 1507 | loss: 0.0311095 | val_loss: 0.0311417 | Time: 2824.75 ms
[2022-04-24 11:51:46	                main:574]	:	INFO	:	Epoch 1508 | loss: 0.0311086 | val_loss: 0.0311435 | Time: 2796.48 ms
[2022-04-24 11:51:50	                main:574]	:	INFO	:	Epoch 1509 | loss: 0.031114 | val_loss: 0.0311464 | Time: 2607.14 ms
[2022-04-24 11:51:54	                main:574]	:	INFO	:	Epoch 1510 | loss: 0.0311162 | val_loss: 0.0311462 | Time: 3474.53 ms
[2022-04-24 11:51:56	                main:574]	:	INFO	:	Epoch 1511 | loss: 0.0314317 | val_loss: 0.0370479 | Time: 2588.82 ms
[2022-04-24 11:51:59	                main:574]	:	INFO	:	Epoch 1512 | loss: 0.0352209 | val_loss: 0.0316376 | Time: 2812.65 ms
[2022-04-24 11:52:02	                main:574]	:	INFO	:	Epoch 1513 | loss: 0.0357527 | val_loss: 0.0319637 | Time: 2760.82 ms
[2022-04-24 11:52:05	                main:574]	:	INFO	:	Epoch 1514 | loss: 0.0316386 | val_loss: 0.0313415 | Time: 2738.09 ms
[2022-04-24 11:52:08	                main:574]	:	INFO	:	Epoch 1515 | loss: 0.031267 | val_loss: 0.0311961 | Time: 2787.08 ms
[2022-04-24 11:52:11	                main:574]	:	INFO	:	Epoch 1516 | loss: 0.0311765 | val_loss: 0.0311505 | Time: 2856.75 ms
[2022-04-24 11:52:14	                main:574]	:	INFO	:	Epoch 1517 | loss: 0.0311347 | val_loss: 0.0311432 | Time: 2635.45 ms
[2022-04-24 11:52:18	                main:574]	:	INFO	:	Epoch 1518 | loss: 0.0311272 | val_loss: 0.0311395 | Time: 2734.72 ms
[2022-04-24 11:52:22	                main:574]	:	INFO	:	Epoch 1519 | loss: 0.0311225 | val_loss: 0.0311361 | Time: 2644.86 ms
[2022-04-24 11:52:26	                main:574]	:	INFO	:	Epoch 1520 | loss: 0.0311127 | val_loss: 0.0311364 | Time: 3090.35 ms
[2022-04-24 11:52:29	                main:574]	:	INFO	:	Epoch 1521 | loss: 0.0311095 | val_loss: 0.0311371 | Time: 2784.36 ms
[2022-04-24 11:52:32	                main:574]	:	INFO	:	Epoch 1522 | loss: 0.0311087 | val_loss: 0.0311363 | Time: 2816.56 ms
[2022-04-24 11:52:36	                main:574]	:	INFO	:	Epoch 1523 | loss: 0.0311088 | val_loss: 0.0311342 | Time: 3728.07 ms
[2022-04-24 11:52:41	                main:574]	:	INFO	:	Epoch 1524 | loss: 0.0311088 | val_loss: 0.0311377 | Time: 4481.91 ms
[2022-04-24 11:52:45	                main:574]	:	INFO	:	Epoch 1525 | loss: 0.0311086 | val_loss: 0.0311394 | Time: 4351.04 ms
[2022-04-24 11:52:50	                main:574]	:	INFO	:	Epoch 1526 | loss: 0.0311091 | val_loss: 0.0311373 | Time: 4647.32 ms
[2022-04-24 11:52:56	                main:574]	:	INFO	:	Epoch 1527 | loss: 0.031113 | val_loss: 0.0311399 | Time: 5243.17 ms
[2022-04-24 11:53:02	                main:574]	:	INFO	:	Epoch 1528 | loss: 0.0311138 | val_loss: 0.0311372 | Time: 5769.52 ms
</stderr_txt>
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©2024 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)