Task 13000124
| Name | ParityModified-1647042032-10118-1-0_0 |
| Workunit | 10130211 |
| Created | 12 Mar 2022, 13:02:03 UTC |
| Sent | 22 Mar 2022, 21:19:57 UTC |
| Report deadline | 30 Mar 2022, 21:19:57 UTC |
| Received | 26 Mar 2022, 20:31:02 UTC |
| Server state | Over |
| Outcome | Computation error |
| Client state | Compute error |
| Exit status | -1073741523 (0xC000012D) Unknown error code |
| Computer ID | 6563 |
| Run time | 2 hours 36 min 17 sec |
| CPU time | 2 hours 28 min 16 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,170.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.57 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> 14:49 main:574] : INFO : Epoch 1243 | loss: 0.0311013 | val_loss: 0.0311832 | Time: 5319.58 ms [2022-03-23 20:14:55 main:574] : INFO : Epoch 1244 | loss: 0.0310973 | val_loss: 0.0311786 | Time: 5439.2 ms [2022-03-23 20:15:00 main:574] : INFO : Epoch 1245 | loss: 0.0311062 | val_loss: 0.0311807 | Time: 5469.79 ms [2022-03-23 20:15:06 main:574] : INFO : Epoch 1246 | loss: 0.0311064 | val_loss: 0.0311813 | Time: 5327.16 ms [2022-03-23 20:15:11 main:574] : INFO : Epoch 1247 | loss: 0.031102 | val_loss: 0.0311761 | Time: 5531.92 ms [2022-03-23 20:15:17 main:574] : INFO : Epoch 1248 | loss: 0.0310973 | val_loss: 0.0311765 | Time: 5411.32 ms [2022-03-23 20:15:22 main:574] : INFO : Epoch 1249 | loss: 0.0310943 | val_loss: 0.03118 | Time: 5274.88 ms [2022-03-23 20:15:27 main:574] : INFO : Epoch 1250 | loss: 0.0310936 | val_loss: 0.0311784 | Time: 5477.89 ms [2022-03-23 20:15:33 main:574] : INFO : Epoch 1251 | loss: 0.0311039 | val_loss: 0.0311799 | Time: 5366.05 ms [2022-03-23 20:15:38 main:574] : INFO : Epoch 1252 | loss: 0.0311022 | val_loss: 0.0311734 | Time: 5412.37 ms [2022-03-23 20:15:44 main:574] : INFO : Epoch 1253 | loss: 0.0311032 | val_loss: 0.031175 | Time: 5474.11 ms [2022-03-23 20:15:49 main:574] : INFO : Epoch 1254 | loss: 0.0310964 | val_loss: 0.0311772 | Time: 5398.3 ms [2022-03-23 20:15:54 main:574] : INFO : Epoch 1255 | loss: 0.0310937 | val_loss: 0.0311765 | Time: 5369.44 ms [2022-03-23 20:16:00 main:574] : INFO : Epoch 1256 | loss: 0.0310918 | val_loss: 0.0311748 | Time: 5476.4 ms [2022-03-23 20:16:05 main:574] : INFO : Epoch 1257 | loss: 0.0310906 | val_loss: 0.0311785 | Time: 5372.97 ms [2022-03-23 20:16:11 main:574] : INFO : Epoch 1258 | loss: 0.0310888 | val_loss: 0.0311779 | Time: 5397.02 ms [2022-03-23 20:16:16 main:574] : INFO : Epoch 1259 | loss: 0.0310972 | val_loss: 0.0311784 | Time: 5472.79 ms [2022-03-23 20:16:22 main:574] : INFO : Epoch 1260 | loss: 0.0310942 | val_loss: 0.0311845 | Time: 5378.97 ms [2022-03-23 20:16:27 main:574] : INFO : Epoch 1261 | loss: 0.0310876 | val_loss: 0.0311756 | Time: 5518.94 ms [2022-03-23 20:16:32 main:574] : INFO : Epoch 1262 | loss: 0.0310985 | val_loss: 0.0311766 | Time: 5403.89 ms [2022-03-23 20:16:38 main:574] : INFO : Epoch 1263 | loss: 0.0310946 | val_loss: 0.0311799 | Time: 5297.93 ms [2022-03-23 20:16:43 main:574] : INFO : Epoch 1264 | loss: 0.0310941 | val_loss: 0.031186 | Time: 5495.16 ms [2022-03-23 20:16:49 main:574] : INFO : Epoch 1265 | loss: 0.0310905 | val_loss: 0.0311728 | Time: 5414.94 ms [2022-03-23 20:16:54 main:574] : INFO : Epoch 1266 | loss: 0.0310883 | val_loss: 0.0311782 | Time: 5239.21 ms [2022-03-23 20:16:59 main:574] : INFO : Epoch 1267 | loss: 0.0310913 | val_loss: 0.031181 | Time: 5500.75 ms [2022-03-23 20:17:05 main:574] : INFO : Epoch 1268 | loss: 0.0310968 | val_loss: 0.0311762 | Time: 5481.8 ms [2022-03-23 20:17:10 main:574] : INFO : Epoch 1269 | loss: 0.0310948 | val_loss: 0.0311806 | Time: 5349.85 ms [2022-03-23 20:17:16 main:574] : INFO : Epoch 1270 | loss: 0.0310897 | val_loss: 0.0311752 | Time: 5490.91 ms [2022-03-23 20:17:21 main:574] : INFO : Epoch 1271 | loss: 0.0310939 | val_loss: 0.0311688 | Time: 5370.67 ms [2022-03-23 20:17:26 main:574] : INFO : Epoch 1272 | loss: 0.0310996 | val_loss: 0.0311738 | Time: 5319.05 ms [2022-03-23 20:17:32 main:574] : INFO : Epoch 1273 | loss: 0.031108 | val_loss: 0.0311724 | Time: 5434.77 ms [2022-03-23 20:17:37 main:574] : INFO : Epoch 1274 | loss: 0.0311051 | val_loss: 0.0311712 | Time: 5388.57 ms [2022-03-23 20:17:43 main:574] : INFO : Epoch 1275 | loss: 0.0310999 | val_loss: 0.0311704 | Time: 5364.08 ms [2022-03-23 20:17:48 main:574] : INFO : Epoch 1276 | loss: 0.0310964 | val_loss: 0.0311741 | Time: 5513.62 ms [2022-03-23 20:17:53 main:574] : INFO : Epoch 1277 | loss: 0.0311015 | val_loss: 0.0311665 | Time: 5327.11 ms [2022-03-23 20:17:59 main:574] : INFO : Epoch 1278 | loss: 0.0311046 | val_loss: 0.0311748 | Time: 5436.62 ms [2022-03-23 20:18:04 main:574] : INFO : Epoch 1279 | loss: 0.0310993 | val_loss: 0.0311743 | Time: 5458.81 ms [2022-03-23 20:18:10 main:574] : INFO : Epoch 1280 | loss: 0.0310997 | val_loss: 0.0311661 | Time: 5471.8 ms [2022-03-23 20:18:15 main:574] : INFO : Epoch 1281 | loss: 0.0310948 | val_loss: 0.0311793 | Time: 5509.37 ms [2022-03-23 20:18:21 main:574] : INFO : Epoch 1282 | loss: 0.0310958 | val_loss: 0.0311752 | Time: 5416.84 ms [2022-03-23 20:18:26 main:574] : INFO : Epoch 1283 | loss: 0.0310946 | val_loss: 0.0311795 | Time: 5258.22 ms [2022-03-23 20:18:31 main:574] : INFO : Epoch 1284 | loss: 0.0310918 | val_loss: 0.0311858 | Time: 5372.37 ms [2022-03-23 20:18:37 main:574] : INFO : Epoch 1285 | loss: 0.0310913 | val_loss: 0.0311784 | Time: 5420.04 ms [2022-03-23 20:18:42 main:574] : INFO : Epoch 1286 | loss: 0.031094 | val_loss: 0.0311831 | Time: 5296.62 ms [2022-03-23 20:18:48 main:574] : INFO : Epoch 1287 | loss: 0.0311078 | val_loss: 0.0311775 | Time: 5467.06 ms [2022-03-23 20:18:53 main:574] : INFO : Epoch 1288 | loss: 0.0311145 | val_loss: 0.0311717 | Time: 5520.77 ms [2022-03-23 20:18:58 main:574] : INFO : Epoch 1289 | loss: 0.0311034 | val_loss: 0.0311771 | Time: 5306.36 ms [2022-03-23 20:19:04 main:574] : INFO : Epoch 1290 | loss: 0.0310976 | val_loss: 0.031181 | Time: 5415.51 ms [2022-03-23 20:19:09 main:574] : INFO : Epoch 1291 | loss: 0.0310903 | val_loss: 0.0311891 | Time: 5424.17 ms [2022-03-23 20:19:15 main:574] : INFO : Epoch 1292 | loss: 0.0310901 | val_loss: 0.0311837 | Time: 5470.28 ms [2022-03-23 20:19:20 main:574] : INFO : Epoch 1293 | loss: 0.0310895 | val_loss: 0.0311865 | Time: 5454.01 ms [2022-03-23 20:19:26 main:574] : INFO : Epoch 1294 | loss: 0.0310918 | val_loss: 0.0311862 | Time: 5477.65 ms [2022-03-23 20:19:31 main:574] : INFO : Epoch 1295 | loss: 0.0310901 | val_loss: 0.0311865 | Time: 5429.64 ms [2022-03-23 20:19:37 main:574] : INFO : Epoch 1296 | loss: 0.0310889 | val_loss: 0.0311877 | Time: 5450.53 ms [2022-03-23 20:19:42 main:574] : INFO : Epoch 1297 | loss: 0.0310874 | val_loss: 0.0311886 | Time: 5313.39 ms [2022-03-23 20:19:47 main:574] : INFO : Epoch 1298 | loss: 0.0310825 | val_loss: 0.031178 | Time: 5399.35 ms [2022-03-23 20:19:53 main:574] : INFO : Epoch 1299 | loss: 0.0310832 | val_loss: 0.0311891 | Time: 5471.02 ms [2022-03-23 20:19:58 main:574] : INFO : Epoch 1300 | loss: 0.0310839 | val_loss: 0.0311865 | Time: 5386.81 ms [2022-03-23 20:20:04 main:574] : INFO : Epoch 1301 | loss: 0.031085 | val_loss: 0.0311808 | Time: 5398.49 ms [2022-03-23 20:20:09 main:574] : INFO : Epoch 1302 | loss: 0.0310826 | val_loss: 0.0311774 | Time: 5410.82 ms [2022-03-23 20:20:14 main:574] : INFO : Epoch 1303 | loss: 0.0310852 | val_loss: 0.031173 | Time: 5427.76 ms [2022-03-23 20:20:20 main:574] : INFO : Epoch 1304 | loss: 0.0310974 | val_loss: 0.0311816 | Time: 5528.35 ms [2022-03-23 20:20:25 main:574] : INFO : Epoch 1305 | loss: 0.0310932 | val_loss: 0.0311733 | Time: 5481.62 ms [2022-03-23 20:20:31 main:574] : INFO : Epoch 1306 | loss: 0.0310922 | val_loss: 0.0311708 | Time: 5343.68 ms [2022-03-23 20:20:36 main:574] : INFO : Epoch 1307 | loss: 0.031089 | val_loss: 0.0311794 | Time: 5399.69 ms [2022-03-23 20:20:42 main:574] : INFO : Epoch 1308 | loss: 0.031091 | val_loss: 0.0311763 | Time: 5480.76 ms [2022-03-23 20:20:47 main:574] : INFO : Epoch 1309 | loss: 0.0310907 | val_loss: 0.0311936 | Time: 5313.42 ms [2022-03-23 20:20:52 main:574] : INFO : Epoch 1310 | loss: 0.0310861 | val_loss: 0.0311769 | Time: 5419.18 ms [2022-03-23 20:20:58 main:574] : INFO : Epoch 1311 | loss: 0.0310816 | val_loss: 0.031181 | Time: 5402.68 ms [2022-03-23 20:21:03 main:574] : INFO : Epoch 1312 | loss: 0.0310796 | val_loss: 0.0311888 | Time: 5416.03 ms [2022-03-23 20:21:09 main:574] : INFO : Epoch 1313 | loss: 0.0310806 | val_loss: 0.0311932 | Time: 5551.85 ms [2022-03-23 20:21:14 main:574] : INFO : Epoch 1314 | loss: 0.0310788 | val_loss: 0.0311861 | Time: 5446.27 ms [2022-03-23 20:21:20 main:574] : INFO : Epoch 1315 | loss: 0.0310818 | val_loss: 0.0311895 | Time: 5459.37 ms [2022-03-23 20:21:25 main:574] : INFO : Epoch 1316 | loss: 0.031082 | val_loss: 0.0311811 | Time: 5540.46 ms [2022-03-23 20:21:31 main:574] : INFO : Epoch 1317 | loss: 0.0310875 | val_loss: 0.031183 | Time: 5314.85 ms [2022-03-23 20:21:36 main:574] : INFO : Epoch 1318 | loss: 0.0310906 | val_loss: 0.0311713 | Time: 5502.3 ms [2022-03-23 20:21:42 main:574] : INFO : Epoch 1319 | loss: 0.0310919 | val_loss: 0.0311949 | Time: 5531.97 ms [2022-03-23 20:21:47 main:574] : INFO : Epoch 1320 | loss: 0.0310862 | val_loss: 0.0311868 | Time: 5336.2 ms [2022-03-23 20:21:52 main:574] : INFO : Epoch 1321 | loss: 0.0310872 | val_loss: 0.0311836 | Time: 5434.16 ms [2022-03-23 20:21:58 main:574] : INFO : Epoch 1322 | loss: 0.0310905 | val_loss: 0.0311863 | Time: 5533.19 ms [2022-03-23 20:22:03 main:574] : INFO : Epoch 1323 | loss: 0.0310852 | val_loss: 0.0311957 | Time: 5384.54 ms [2022-03-23 20:22:09 main:574] : INFO : Epoch 1324 | loss: 0.0310816 | val_loss: 0.0311878 | Time: 5492.81 ms [2022-03-23 20:22:14 main:574] : INFO : Epoch 1325 | loss: 0.0310785 | val_loss: 0.0311819 | Time: 5399.6 ms [2022-03-23 20:22:20 main:574] : INFO : Epoch 1326 | loss: 0.0310778 | val_loss: 0.0311916 | Time: 5420.21 ms [2022-03-23 20:22:25 main:574] : INFO : Epoch 1327 | loss: 0.0310904 | val_loss: 0.0311731 | Time: 5509.56 ms [2022-03-23 20:22:31 main:574] : INFO : Epoch 1328 | loss: 0.0310869 | val_loss: 0.0311838 | Time: 5355.87 ms [2022-03-23 20:22:36 main:574] : INFO : Epoch 1329 | loss: 0.0310847 | val_loss: 0.0311838 | Time: 5462.2 ms [2022-03-23 20:22:41 main:574] : INFO : Epoch 1330 | loss: 0.0310843 | val_loss: 0.0311835 | Time: 5416.37 ms [2022-03-23 20:22:47 main:574] : INFO : Epoch 1331 | loss: 0.0310828 | val_loss: 0.0311807 | Time: 5307.88 ms [2022-03-23 20:22:52 main:574] : INFO : Epoch 1332 | loss: 0.0310923 | val_loss: 0.0311822 | Time: 5401.66 ms [2022-03-23 20:22:58 main:574] : INFO : Epoch 1333 | loss: 0.0310876 | val_loss: 0.0311846 | Time: 5457.01 ms [2022-03-23 20:23:03 main:574] : INFO : Epoch 1334 | loss: 0.0310857 | val_loss: 0.0311755 | Time: 5361.96 ms [2022-03-23 20:23:08 main:574] : INFO : Epoch 1335 | loss: 0.0310884 | val_loss: 0.0311769 | Time: 5508.81 ms [2022-03-23 20:23:14 main:574] : INFO : Epoch 1336 | loss: 0.0310838 | val_loss: 0.0311879 | Time: 5479.11 ms [2022-03-23 20:23:19 main:574] : INFO : Epoch 1337 | loss: 0.0310928 | val_loss: 0.0311763 | Time: 5216.69 ms [2022-03-23 20:23:25 main:574] : INFO : Epoch 1338 | loss: 0.0310903 | val_loss: 0.0311849 | Time: 5444.69 ms [2022-03-23 20:23:30 main:574] : INFO : Epoch 1339 | loss: 0.0310908 | val_loss: 0.0311853 | Time: 5487.65 ms [2022-03-23 20:23:36 main:574] : INFO : Epoch 1340 | loss: 0.0310863 | val_loss: 0.0311892 | Time: 5418.53 ms [2022-03-23 20:23:41 main:574] : INFO : Epoch 1341 | loss: 0.031085 | val_loss: 0.0311972 | Time: 5417.49 ms [2022-03-23 20:23:46 main:574] : INFO : Epoch 1342 | loss: 0.0310798 | val_loss: 0.0311877 | Time: 5435.07 ms [2022-03-23 20:23:52 main:574] : INFO : Epoch 1343 | loss: 0.0310794 | val_loss: 0.0311964 | Time: 5415.35 ms [2022-03-23 20:23:57 main:574] : INFO : Epoch 1344 | loss: 0.0310837 | val_loss: 0.0311862 | Time: 5456.98 ms [2022-03-23 20:24:03 main:574] : INFO : Epoch 1345 | loss: 0.0310861 | val_loss: 0.0311916 | Time: 5400.07 ms [2022-03-23 20:24:08 main:574] : INFO : Epoch 1346 | loss: 0.0310801 | val_loss: 0.031183 | Time: 5505.1 ms [2022-03-23 20:24:14 main:574] : INFO : Epoch 1347 | loss: 0.031082 | val_loss: 0.0311807 | Time: 5497.68 ms [2022-03-23 20:24:19 main:574] : INFO : Epoch 1348 | loss: 0.0310819 | val_loss: 0.0311899 | Time: 5345.65 ms [2022-03-23 20:24:24 main:574] : INFO : Epoch 1349 | loss: 0.031086 | val_loss: 0.0311843 | Time: 5421.7 ms [2022-03-23 20:24:30 main:574] : INFO : Epoch 1350 | loss: 0.0310881 | val_loss: 0.0311886 | Time: 5481.42 ms [2022-03-23 20:24:35 main:574] : INFO : Epoch 1351 | loss: 0.0310843 | val_loss: 0.03119 | Time: 5326.93 ms [2022-03-23 20:24:41 main:574] : INFO : Epoch 1352 | loss: 0.0310789 | val_loss: 0.0311895 | Time: 5442.8 ms [2022-03-23 20:24:46 main:574] : INFO : Epoch 1353 | loss: 0.0310769 | val_loss: 0.0311873 | Time: 5520.78 ms [2022-03-23 20:24:52 main:574] : INFO : Epoch 1354 | loss: 0.0310821 | val_loss: 0.0311792 | Time: 5292.96 ms [2022-03-23 20:24:57 main:574] : INFO : Epoch 1355 | loss: 0.0310908 | val_loss: 0.0311797 | Time: 5519.96 ms [2022-03-23 20:25:03 main:574] : INFO : Epoch 1356 | loss: 0.0311037 | val_loss: 0.0311793 | Time: 5451.41 ms [2022-03-23 20:25:08 main:574] : INFO : Epoch 1357 | loss: 0.0311029 | val_loss: 0.0311799 | Time: 5375.6 ms [2022-03-23 20:25:13 main:574] : INFO : Epoch 1358 | loss: 0.0310909 | val_loss: 0.0311736 | Time: 5519.18 ms [2022-03-23 20:25:19 main:574] : INFO : Epoch 1359 | loss: 0.0310874 | val_loss: 0.0311834 | Time: 5452.45 ms [2022-03-23 20:25:24 main:574] : INFO : Epoch 1360 | loss: 0.0310855 | val_loss: 0.0311819 | Time: 5377.75 ms [2022-03-23 20:25:30 main:574] : INFO : Epoch 1361 | loss: 0.0310881 | val_loss: 0.0311758 | Time: 5430.56 ms [2022-03-23 20:25:35 main:574] : INFO : Epoch 1362 | loss: 0.0310894 | val_loss: 0.0311779 | Time: 5341.94 ms [2022-03-23 20:25:40 main:574] : INFO : Epoch 1363 | loss: 0.031085 | val_loss: 0.0311789 | Time: 5277.77 ms [2022-03-23 20:25:46 main:574] : INFO : Epoch 1364 | loss: 0.0310821 | val_loss: 0.0311819 | Time: 5441.99 ms [2022-03-23 20:25:51 main:574] : INFO : Epoch 1365 | loss: 0.0310787 | val_loss: 0.0311905 | Time: 5433.75 ms [2022-03-23 20:25:57 main:574] : INFO : Epoch 1366 | loss: 0.0310811 | val_loss: 0.0311909 | Time: 5439.29 ms [2022-03-23 20:26:02 main:574] : INFO : Epoch 1367 | loss: 0.0310798 | val_loss: 0.0311823 | Time: 5438.75 ms [2022-03-23 20:26:07 main:574] : INFO : Epoch 1368 | loss: 0.0310797 | val_loss: 0.031192 | Time: 5317.82 ms [2022-03-23 20:26:13 main:574] : INFO : Epoch 1369 | loss: 0.0310796 | val_loss: 0.031187 | Time: 5433.33 ms [2022-03-23 20:26:18 main:574] : INFO : Epoch 1370 | loss: 0.0310743 | val_loss: 0.0311893 | Time: 5428.72 ms [2022-03-23 20:26:24 main:574] : INFO : Epoch 1371 | loss: 0.0310798 | val_loss: 0.0311876 | Time: 5400.05 ms [2022-03-23 20:26:29 main:574] : INFO : Epoch 1372 | loss: 0.0310775 | val_loss: 0.0311927 | Time: 5468.25 ms [2022-03-23 20:26:35 main:574] : INFO : Epoch 1373 | loss: 0.0310746 | val_loss: 0.0311868 | Time: 5510.16 ms [2022-03-23 20:26:40 main:574] : INFO : Epoch 1374 | loss: 0.0310793 | val_loss: 0.0311781 | Time: 5272.78 ms [2022-03-23 20:26:45 main:574] : INFO : Epoch 1375 | loss: 0.0310928 | val_loss: 0.0311788 | Time: 5508.67 ms [2022-03-23 20:26:51 main:574] : INFO : Epoch 1376 | loss: 0.0310923 | val_loss: 0.031193 | Time: 5494.6 ms [2022-03-23 20:26:56 main:574] : INFO : Epoch 1377 | loss: 0.0310965 | val_loss: 0.0311716 | Time: 5352.44 ms [2022-03-23 20:27:02 main:574] : INFO : Epoch 1378 | loss: 0.0310928 | val_loss: 0.0311708 | Time: 5506.04 ms [2022-03-23 20:27:07 main:574] : INFO : Epoch 1379 | loss: 0.0310855 | val_loss: 0.0311854 | Time: 5477.54 ms [2022-03-23 20:27:13 main:574] : INFO : Epoch 1380 | loss: 0.0310892 | val_loss: 0.0311921 | Time: 5327.58 ms [2022-03-23 20:27:18 main:574] : INFO : Epoch 1381 | loss: 0.0310819 | val_loss: 0.0311797 | Time: 5504.1 ms [2022-03-23 20:27:24 main:574] : INFO : Epoch 1382 | loss: 0.0310792 | val_loss: 0.0311924 | Time: 5429.05 ms [2022-03-23 20:27:29 main:574] : INFO : Epoch 1383 | loss: 0.031079 | val_loss: 0.0311907 | Time: 5413.18 ms [2022-03-23 20:27:34 main:574] : INFO : Epoch 1384 | loss: 0.0310794 | val_loss: 0.0311872 | Time: 5446.65 ms [2022-03-23 20:27:40 main:574] : INFO : Epoch 1385 | loss: 0.0310783 | val_loss: 0.0311882 | Time: 5461.32 ms [2022-03-23 20:27:45 main:574] : INFO : Epoch 1386 | loss: 0.0310776 | val_loss: 0.0311868 | Time: 5507.34 ms [2022-03-23 20:27:51 main:574] : INFO : Epoch 1387 | loss: 0.0310818 | val_loss: 0.0311829 | Time: 5429.46 ms [2022-03-23 20:27:56 main:574] : INFO : Epoch 1388 | loss: 0.0310822 | val_loss: 0.0311885 | Time: 5301.9 ms [2022-03-23 20:28:02 main:574] : INFO : Epoch 1389 | loss: 0.0310814 | val_loss: 0.0311924 | Time: 5461.71 ms [2022-03-23 20:28:07 main:574] : INFO : Epoch 1390 | loss: 0.0310815 | val_loss: 0.0311952 | Time: 5459.93 ms [2022-03-23 20:28:12 main:574] : INFO : Epoch 1391 | loss: 0.031081 | val_loss: 0.0311866 | Time: 5282.62 ms [2022-03-23 20:28:18 main:574] : INFO : Epoch 1392 | loss: 0.0311124 | val_loss: 0.0311667 | Time: 5488.78 ms [2022-03-23 20:28:23 main:574] : INFO : Epoch 1393 | loss: 0.0311299 | val_loss: 0.0311658 | Time: 5479.97 ms [2022-03-23 20:28:29 main:574] : INFO : Epoch 1394 | loss: 0.0311183 | val_loss: 0.0311686 | Time: 5360.04 ms [2022-03-23 20:28:34 main:574] : INFO : Epoch 1395 | loss: 0.0311098 | val_loss: 0.0311721 | Time: 5450.64 ms [2022-03-23 20:28:40 main:574] : INFO : Epoch 1396 | loss: 0.031104 | val_loss: 0.0311762 | Time: 5444.55 ms [2022-03-23 20:28:45 main:574] : INFO : Epoch 1397 | loss: 0.0311009 | val_loss: 0.0311692 | Time: 5308.9 ms [2022-03-23 20:28:50 main:574] : INFO : Epoch 1398 | loss: 0.0310993 | val_loss: 0.0311855 | Time: 5436.4 ms [2022-03-23 20:28:56 main:574] : INFO : Epoch 1399 | loss: 0.0310972 | val_loss: 0.0311773 | Time: 5482.02 ms [2022-03-23 20:29:01 main:574] : INFO : Epoch 1400 | loss: 0.0310945 | val_loss: 0.0311723 | Time: 5348.34 ms [2022-03-23 20:29:07 main:574] : INFO : Epoch 1401 | loss: 0.0310969 | val_loss: 0.0311755 | Time: 5483.4 ms [2022-03-23 20:29:12 main:574] : INFO : Epoch 1402 | loss: 0.0310916 | val_loss: 0.0311808 | Time: 5377.42 ms [2022-03-23 20:29:17 main:574] : INFO : Epoch 1403 | loss: 0.0310888 | val_loss: 0.0311837 | Time: 5367.66 ms [2022-03-23 20:29:23 main:574] : INFO : Epoch 1404 | loss: 0.0310863 | val_loss: 0.0311888 | Time: 5436.27 ms [2022-03-23 20:29:28 main:574] : INFO : Epoch 1405 | loss: 0.0310936 | val_loss: 0.0311821 | Time: 5412.14 ms [2022-03-23 20:29:34 main:574] : INFO : Epoch 1406 | loss: 0.0311213 | val_loss: 0.0311683 | Time: 5434.82 ms [2022-03-23 20:29:39 main:574] : INFO : Epoch 1407 | loss: 0.0311206 | val_loss: 0.0311718 | Time: 5442.35 ms [2022-03-23 20:29:45 main:574] : INFO : Epoch 1408 | loss: 0.0311171 | val_loss: 0.0311704 | Time: 5270.16 ms [2022-03-23 20:29:50 main:574] : INFO : Epoch 1409 | loss: 0.0311103 | val_loss: 0.0311764 | Time: 5442.79 ms [2022-03-23 20:29:55 main:574] : INFO : Epoch 1410 | loss: 0.0311028 | val_loss: 0.0311724 | Time: 5380.8 ms [2022-03-23 20:30:01 main:574] : INFO : Epoch 1411 | loss: 0.0310996 | val_loss: 0.0311819 | Time: 5392.6 ms [2022-03-23 20:30:06 main:574] : INFO : Epoch 1412 | loss: 0.0310961 | val_loss: 0.03118 | Time: 5497.67 ms [2022-03-23 20:30:12 main:574] : INFO : Epoch 1413 | loss: 0.0310922 | val_loss: 0.0311749 | Time: 5550.68 ms [2022-03-23 20:30:17 main:574] : INFO : Epoch 1414 | loss: 0.0310899 | val_loss: 0.0311847 | Time: 5310.55 ms [2022-03-23 20:30:23 main:574] : INFO : Epoch 1415 | loss: 0.0310901 | val_loss: 0.0311832 | Time: 5423.36 ms [2022-03-23 20:30:28 main:574] : INFO : Epoch 1416 | loss: 0.0310911 | val_loss: 0.0311868 | Time: 5461.58 ms [2022-03-23 20:30:33 main:574] : INFO : Epoch 1417 | loss: 0.0310875 | val_loss: 0.0311824 | Time: 5385.82 ms [2022-03-23 20:30:39 main:574] : INFO : Epoch 1418 | loss: 0.0310866 | val_loss: 0.0311779 | Time: 5484.7 ms [2022-03-23 20:30:44 main:574] : INFO : Epoch 1419 | loss: 0.0310904 | val_loss: 0.0311803 | Time: 5422.98 ms [2022-03-23 20:30:50 main:574] : INFO : Epoch 1420 | loss: 0.0310963 | val_loss: 0.031184 | Time: 5379.18 ms [2022-03-23 20:30:55 main:574] : INFO : Epoch 1421 | loss: 0.0310859 | val_loss: 0.0311878 | Time: 5480.77 ms [2022-03-23 20:31:01 main:574] : INFO : Epoch 1422 | loss: 0.0310864 | val_loss: 0.0311867 | Time: 5375.15 ms [2022-03-23 20:31:06 main:574] : INFO : Epoch 1423 | loss: 0.0310874 | val_loss: 0.0311848 | Time: 5338.5 ms [2022-03-23 20:31:11 main:574] : INFO : Epoch 1424 | loss: 0.0310905 | val_loss: 0.0311814 | Time: 5361.94 ms [2022-03-23 20:31:17 main:574] : INFO : Epoch 1425 | loss: 0.0310923 | val_loss: 0.0311791 | Time: 5431.27 ms [2022-03-23 20:31:22 main:574] : INFO : Epoch 1426 | loss: 0.0310839 | val_loss: 0.0311876 | Time: 5438.62 ms [2022-03-23 20:31:28 main:574] : INFO : Epoch 1427 | loss: 0.0310842 | val_loss: 0.0311702 | Time: 5441.2 ms [2022-03-23 20:31:33 main:574] : INFO : Epoch 1428 | loss: 0.0310935 | val_loss: 0.0311762 | Time: 5264.1 ms [2022-03-23 20:31:38 main:574] : INFO : Epoch 1429 | loss: 0.0310974 | val_loss: 0.0311809 | Time: 5400.06 ms [2022-03-23 20:31:44 main:574] : INFO : Epoch 1430 | loss: 0.0310986 | val_loss: 0.0311747 | Time: 5483.8 ms [2022-03-23 20:31:49 main:574] : INFO : Epoch 1431 | loss: 0.0310884 | val_loss: 0.0311908 | Time: 5465.12 ms [2022-03-23 20:31:55 main:574] : INFO : Epoch 1432 | loss: 0.0310889 | val_loss: 0.0311903 | Time: 5530.7 ms [2022-03-23 20:32:00 main:574] : INFO : Epoch 1433 | loss: 0.0310856 | val_loss: 0.0311889 | Time: 5450.19 ms [2022-03-23 20:32:06 main:574] : INFO : Epoch 1434 | loss: 0.0310816 | val_loss: 0.0311842 | Time: 5325.22 ms [2022-03-23 20:32:11 main:574] : INFO : Epoch 1435 | loss: 0.0310828 | val_loss: 0.0311906 | Time: 5493.35 ms [2022-03-23 20:32:16 main:574] : INFO : Epoch 1436 | loss: 0.0310806 | val_loss: 0.0311899 | Time: 5401.93 ms [2022-03-23 20:32:22 main:574] : INFO : Epoch 1437 | loss: 0.0310847 | val_loss: 0.0311867 | Time: 5374.95 ms [2022-03-23 20:32:27 main:574] : INFO : Epoch 1438 | loss: 0.0311268 | val_loss: 0.0311658 | Time: 5429.24 ms [2022-03-23 20:32:33 main:574] : INFO : Epoch 1439 | loss: 0.0311443 | val_loss: 0.0311631 | Time: 5400.97 ms [2022-03-23 20:32:38 main:574] : INFO : Epoch 1440 | loss: 0.0311356 | val_loss: 0.0311644 | Time: 5388.91 ms [2022-03-23 20:32:44 main:574] : INFO : Epoch 1441 | loss: 0.0311288 | val_loss: 0.0311642 | Time: 5480.47 ms [2022-03-23 20:32:49 main:574] : INFO : Epoch 1442 | loss: 0.0311273 | val_loss: 0.0311658 | Time: 5408.38 ms [2022-03-23 20:32:54 main:574] : INFO : Epoch 1443 | loss: 0.0311363 | val_loss: 0.0311642 | Time: 5399.58 ms [2022-03-23 20:33:00 main:574] : INFO : Epoch 1444 | loss: 0.0311304 | val_loss: 0.0311603 | Time: 5472.88 ms [2022-03-23 20:33:05 main:574] : INFO : Epoch 1445 | loss: 0.0311236 | val_loss: 0.0311664 | Time: 5333.67 ms [2022-03-23 20:33:11 main:574] : INFO : Epoch 1446 | loss: 0.0311196 | val_loss: 0.0311678 | Time: 5397.26 ms [2022-03-23 20:33:16 main:574] : INFO : Epoch 1447 | loss: 0.0311166 | val_loss: 0.0311676 | Time: 5477.27 ms [2022-03-23 20:33:21 main:574] : INFO : Epoch 1448 | loss: 0.0311129 | val_loss: 0.0311711 | Time: 5255.86 ms [2022-03-23 20:33:27 main:574] : INFO : Epoch 1449 | loss: 0.031107 | val_loss: 0.0311704 | Time: 5470.43 ms [2022-03-23 20:33:32 main:574] : INFO : Epoch 1450 | loss: 0.0311084 | val_loss: 0.0311744 | Time: 5445.72 ms [2022-03-23 20:33:38 main:574] : INFO : Epoch 1451 | loss: 0.0311037 | val_loss: 0.0311728 | Time: 5363.83 ms [2022-03-23 20:33:43 main:574] : INFO : Epoch 1452 | loss: 0.031107 | val_loss: 0.0311705 | Time: 5464.52 ms [2022-03-23 20:33:49 main:574] : INFO : Epoch 1453 | loss: 0.0311063 | val_loss: 0.0311733 | Time: 5461.27 ms [2022-03-23 20:33:54 main:574] : INFO : Epoch 1454 | loss: 0.031101 | val_loss: 0.031189 | Time: 5397.08 ms [2022-03-23 20:33:59 main:574] : INFO : Epoch 1455 | loss: 0.0311014 | val_loss: 0.0311832 | Time: 5430.95 ms [2022-03-23 20:34:05 main:574] : INFO : Epoch 1456 | loss: 0.031099 | val_loss: 0.0311764 | Time: 5432.44 ms [2022-03-23 20:34:10 main:574] : INFO : Epoch 1457 | loss: 0.031105 | val_loss: 0.0311784 | Time: 5306.41 ms [2022-03-23 20:34:16 main:574] : INFO : Epoch 1458 | loss: 0.0310975 | val_loss: 0.0311772 | Time: 5483.1 ms [2022-03-23 20:34:21 main:574] : INFO : Epoch 1459 | loss: 0.0310951 | val_loss: 0.0311789 | Time: 5430.22 ms [2022-03-23 20:34:26 main:574] : INFO : Epoch 1460 | loss: 0.0310967 | val_loss: 0.0311754 | Time: 5372.6 ms [2022-03-23 20:34:32 main:574] : INFO : Epoch 1461 | loss: 0.0310945 | val_loss: 0.0311773 | Time: 5452.42 ms [2022-03-23 20:34:37 main:574] : INFO : Epoch 1462 | loss: 0.0310983 | val_loss: 0.0311839 | Time: 5311.89 ms [2022-03-23 20:34:43 main:574] : INFO : Epoch 1463 | loss: 0.0310956 | val_loss: 0.0311752 | Time: 5405.42 ms [2022-03-23 20:34:48 main:574] : INFO : Epoch 1464 | loss: 0.0310922 | val_loss: 0.0311819 | Time: 5478.78 ms [2022-03-23 20:34:53 main:574] : INFO : Epoch 1465 | loss: 0.0310871 | val_loss: 0.031179 | Time: 5390.98 ms [2022-03-23 20:34:59 main:574] : INFO : Epoch 1466 | loss: 0.0310916 | val_loss: 0.0311849 | Time: 5412.12 ms [2022-03-23 20:35:04 main:574] : INFO : Epoch 1467 | loss: 0.0310921 | val_loss: 0.0311752 | Time: 5412.03 ms [2022-03-23 20:35:10 main:574] : INFO : Epoch 1468 | loss: 0.031089 | val_loss: 0.0311808 | Time: 5364.69 ms [2022-03-23 20:35:15 main:574] : INFO : Epoch 1469 | loss: 0.0310885 | val_loss: 0.0311813 | Time: 5399.47 ms [2022-03-23 20:35:21 main:574] : INFO : Epoch 1470 | loss: 0.0310845 | val_loss: 0.0311932 | Time: 5535.97 ms [2022-03-23 20:35:26 main:574] : INFO : Epoch 1471 | loss: 0.0310834 | val_loss: 0.0311868 | Time: 5268.62 ms [2022-03-23 20:35:31 main:574] : INFO : Epoch 1472 | loss: 0.0310839 | val_loss: 0.0311878 | Time: 5431.13 ms [2022-03-23 20:35:37 main:574] : INFO : Epoch 1473 | loss: 0.0310845 | val_loss: 0.0311907 | Time: 5432.56 ms [2022-03-23 20:35:42 main:574] : INFO : Epoch 1474 | loss: 0.0310887 | val_loss: 0.0311775 | Time: 5247.29 ms [2022-03-23 20:35:47 main:574] : INFO : Epoch 1475 | loss: 0.0310898 | val_loss: 0.0311813 | Time: 5403.14 ms [2022-03-23 20:35:53 main:574] : INFO : Epoch 1476 | loss: 0.0310884 | val_loss: 0.0311818 | Time: 5469.55 ms [2022-03-23 20:35:58 main:574] : INFO : Epoch 1477 | loss: 0.0310852 | val_loss: 0.0311876 | Time: 5428.78 ms [2022-03-23 20:36:04 main:574] : INFO : Epoch 1478 | loss: 0.0310825 | val_loss: 0.0311828 | Time: 5493.09 ms [2022-03-23 20:36:09 main:574] : INFO : Epoch 1479 | loss: 0.031091 | val_loss: 0.0311866 | Time: 5404.42 ms [2022-03-23 20:36:14 main:574] : INFO : Epoch 1480 | loss: 0.0311222 | val_loss: 0.0311785 | Time: 5220.84 ms [2022-03-23 20:36:20 main:574] : INFO : Epoch 1481 | loss: 0.031118 | val_loss: 0.0311809 | Time: 5449.03 ms [2022-03-23 20:36:25 main:574] : INFO : Epoch 1482 | loss: 0.0311133 | val_loss: 0.0311665 | Time: 5401.88 ms [2022-03-23 20:36:31 main:574] : INFO : Epoch 1483 | loss: 0.0311055 | val_loss: 0.0311763 | Time: 5372.34 ms [2022-03-23 20:36:36 main:574] : INFO : Epoch 1484 | loss: 0.0311008 | val_loss: 0.0311805 | Time: 5440.32 ms [2022-03-23 20:36:42 main:574] : INFO : Epoch 1485 | loss: 0.0310963 | val_loss: 0.0311879 | Time: 5394.46 ms [2022-03-23 20:36:47 main:574] : INFO : Epoch 1486 | loss: 0.0310925 | val_loss: 0.0311799 | Time: 5385.82 ms [2022-03-23 20:36:52 main:574] : INFO : Epoch 1487 | loss: 0.0310939 | val_loss: 0.0311833 | Time: 5518.25 ms [2022-03-23 20:36:58 main:574] : INFO : Epoch 1488 | loss: 0.0310958 | val_loss: 0.0311931 | Time: 5310.22 ms [2022-03-23 20:37:03 main:574] : INFO : Epoch 1489 | loss: 0.031092 | val_loss: 0.0311848 | Time: 5419.89 ms [2022-03-23 20:37:09 main:574] : INFO : Epoch 1490 | loss: 0.0310905 | val_loss: 0.0311872 | Time: 5478.29 ms [2022-03-23 20:37:14 main:574] : INFO : Epoch 1491 | loss: 0.0310865 | val_loss: 0.03118 | Time: 5414.52 ms [2022-03-23 20:37:19 main:574] : INFO : Epoch 1492 | loss: 0.0310847 | val_loss: 0.0311863 | Time: 5399.1 ms [2022-03-23 20:37:25 main:574] : INFO : Epoch 1493 | loss: 0.03108 | val_loss: 0.0311996 | Time: 5520.23 ms [2022-03-23 20:37:30 main:574] : INFO : Epoch 1494 | loss: 0.0310792 | val_loss: 0.0311863 | Time: 5261.56 ms [2022-03-23 20:37:36 main:574] : INFO : Epoch 1495 | loss: 0.0310793 | val_loss: 0.0311795 | Time: 5411.64 ms [2022-03-23 20:37:41 main:574] : INFO : Epoch 1496 | loss: 0.031081 | val_loss: 0.0311873 | Time: 5469.11 ms [2022-03-23 20:37:46 main:574] : INFO : Epoch 1497 | loss: 0.03108 | val_loss: 0.0311877 | Time: 5295.99 ms [2022-03-23 20:37:52 main:574] : INFO : Epoch 1498 | loss: 0.0310758 | val_loss: 0.03119 | Time: 5481.65 ms [2022-03-23 20:37:57 main:574] : INFO : Epoch 1499 | loss: 0.0310831 | val_loss: 0.0311822 | Time: 5513.16 ms [2022-03-23 20:38:03 main:574] : INFO : Epoch 1500 | loss: 0.0310807 | val_loss: 0.0311878 | Time: 5292.05 ms [2022-03-23 20:38:08 main:574] : INFO : Epoch 1501 | loss: 0.0310884 | val_loss: 0.0311888 | Time: 5473.07 ms [2022-03-23 20:38:14 main:574] : INFO : Epoch 1502 | loss: 0.0310959 | val_loss: 0.0311839 | Time: 5455.31 ms [2022-03-23 20:38:19 main:574] : INFO : Epoch 1503 | loss: 0.0310905 | val_loss: 0.0311905 | Time: 5328.18 ms [2022-03-23 20:38:24 main:574] : INFO : Epoch 1504 | loss: 0.0310854 | val_loss: 0.0311901 | Time: 5464.49 ms [2022-03-23 20:38:30 main:574] : INFO : Epoch 1505 | loss: 0.0310831 | val_loss: 0.0311872 | Time: 5471.07 ms [2022-03-23 20:38:35 main:574] : INFO : Epoch 1506 | loss: 0.0310783 | val_loss: 0.0311893 | Time: 5364.37 ms [2022-03-23 20:38:41 main:574] : INFO : Epoch 1507 | loss: 0.0310827 | val_loss: 0.0311817 | Time: 5415.62 ms [2022-03-23 20:38:46 main:574] : INFO : Epoch 1508 | loss: 0.0310837 | val_loss: 0.0311873 | Time: 5331.97 ms [2022-03-23 20:38:51 main:574] : INFO : Epoch 1509 | loss: 0.0310885 | val_loss: 0.0311866 | Time: 5363.08 ms [2022-03-23 20:38:57 main:574] : INFO : Epoch 1510 | loss: 0.0310886 | val_loss: 0.0311838 | Time: 5395.45 ms [2022-03-23 20:39:02 main:574] : INFO : Epoch 1511 | loss: 0.0310833 | val_loss: 0.031183 | Time: 5384.82 ms [2022-03-23 20:39:08 main:574] : INFO : Epoch 1512 | loss: 0.0310781 | val_loss: 0.0311885 | Time: 5390.99 ms [2022-03-23 20:39:13 main:574] : INFO : Epoch 1513 | loss: 0.0310811 | val_loss: 0.0311895 | Time: 5446.3 ms [2022-03-23 20:39:18 main:574] : INFO : Epoch 1514 | loss: 0.0310812 | val_loss: 0.0311946 | Time: 5361.34 ms [2022-03-23 20:39:24 main:574] : INFO : Epoch 1515 | loss: 0.0310905 | val_loss: 0.0311825 | Time: 5433.51 ms [2022-03-23 20:39:29 main:574] : INFO : Epoch 1516 | loss: 0.0310913 | val_loss: 0.0311841 | Time: 5549.26 ms [2022-03-23 20:39:35 main:574] : INFO : Epoch 1517 | loss: 0.0310939 | val_loss: 0.0311832 | Time: 5431.51 ms [2022-03-23 20:39:40 main:574] : INFO : Epoch 1518 | loss: 0.0310957 | val_loss: 0.0311907 | Time: 5408.61 ms [2022-03-23 20:39:46 main:574] : INFO : Epoch 1519 | loss: 0.0310873 | val_loss: 0.0311851 | Time: 5480.63 ms [2022-03-23 20:39:51 main:574] : INFO : Epoch 1520 | loss: 0.0310903 | val_loss: 0.0311791 | Time: 5287.15 ms [2022-03-23 20:39:57 main:574] : INFO : Epoch 1521 | loss: 0.0310891 | val_loss: 0.0311823 | Time: 5466.95 ms [2022-03-23 20:40:02 main:574] : INFO : Epoch 1522 | loss: 0.0310898 | val_loss: 0.0311785 | Time: 5487.69 ms [2022-03-23 20:40:07 main:574] : INFO : Epoch 1523 | loss: 0.0310905 | val_loss: 0.0311859 | Time: 5404.26 ms [2022-03-23 20:40:13 main:574] : INFO : Epoch 1524 | loss: 0.0310886 | val_loss: 0.0311915 | Time: 5512.35 ms [2022-03-23 20:40:18 main:574] : INFO : Epoch 1525 | loss: 0.0310905 | val_loss: 0.0311804 | Time: 5401.77 ms [2022-03-23 20:40:24 main:574] : INFO : Epoch 1526 | loss: 0.0310866 | val_loss: 0.0311976 | Time: 5451.49 ms [2022-03-23 20:40:29 main:574] : INFO : Epoch 1527 | loss: 0.0310814 | val_loss: 0.0311857 | Time: 5404.92 ms [2022-03-23 20:40:35 main:574] : INFO : Epoch 1528 | loss: 0.0310779 | val_loss: 0.0312007 | Time: 5449.64 ms [2022-03-23 20:40:40 main:574] : INFO : Epoch 1529 | loss: 0.0310815 | val_loss: 0.0311873 | Time: 5367.87 ms [2022-03-23 20:40:46 main:574] : INFO : Epoch 1530 | loss: 0.0310905 | val_loss: 0.0311938 | Time: 5522.38 ms [2022-03-23 20:40:51 main:574] : INFO : Epoch 1531 | loss: 0.0310856 | val_loss: 0.0311882 | Time: 5287.07 ms [2022-03-23 20:40:56 main:574] : INFO : Epoch 1532 | loss: 0.0310834 | val_loss: 0.0311974 | Time: 5405.06 ms [2022-03-23 20:41:02 main:574] : INFO : Epoch 1533 | loss: 0.031082 | val_loss: 0.0312005 | Time: 5356.76 ms [2022-03-23 20:41:07 main:574] : INFO : Epoch 1534 | loss: 0.0310804 | val_loss: 0.0311949 | Time: 5275.51 ms [2022-03-23 20:41:12 main:574] : INFO : Epoch 1535 | loss: 0.0310933 | val_loss: 0.0311778 | Time: 5390.7 ms [2022-03-23 20:41:18 main:574] : INFO : Epoch 1536 | loss: 0.0310895 | val_loss: 0.0312023 | Time: 5515.68 ms [2022-03-23 20:41:23 main:574] : INFO : Epoch 1537 | loss: 0.0310904 | val_loss: 0.0311819 | Time: 5471.52 ms [2022-03-23 20:41:29 main:574] : INFO : Epoch 1538 | loss: 0.0310827 | val_loss: 0.0311872 | Time: 5453.09 ms [2022-03-23 20:41:34 main:574] : INFO : Epoch 1539 | loss: 0.0310789 | val_loss: 0.0311979 | Time: 5517.2 ms [2022-03-23 20:41:40 main:574] : INFO : Epoch 1540 | loss: 0.0310826 | val_loss: 0.0311945 | Time: 5345.17 ms [2022-03-23 20:41:45 main:574] : INFO : Epoch 1541 | loss: 0.0310829 | val_loss: 0.0311894 | Time: 5478.38 ms [2022-03-23 20:41:51 main:574] : INFO : Epoch 1542 | loss: 0.0310783 | val_loss: 0.0311901 | Time: 5454.02 ms [2022-03-23 20:41:56 main:574] : INFO : Epoch 1543 | loss: 0.0310818 | val_loss: 0.0311809 | Time: 5456.66 ms [2022-03-23 20:42:02 main:574] : INFO : Epoch 1544 | loss: 0.0310957 | val_loss: 0.0311859 | Time: 5535.06 ms [2022-03-23 20:42:07 main:574] : INFO : Epoch 1545 | loss: 0.031092 | val_loss: 0.031194 | Time: 5429.61 ms [2022-03-23 20:42:12 main:574] : INFO : Epoch 1546 | loss: 0.0310958 | val_loss: 0.0311766 | Time: 5395.15 ms [2022-03-23 20:42:18 main:574] : INFO : Epoch 1547 | loss: 0.0310992 | val_loss: 0.0311786 | Time: 5418.85 ms [2022-03-23 20:42:23 main:574] : INFO : Epoch 1548 | loss: 0.0310935 | val_loss: 0.0311773 | Time: 5300.75 ms [2022-03-23 20:42:28 main:574] : INFO : Epoch 1549 | loss: 0.031083 | val_loss: 0.0311891 | Time: 5390.63 ms [2022-03-23 20:42:34 main:574] : INFO : Epoch 1550 | loss: 0.0310807 | val_loss: 0.0311788 | Time: 5521.72 ms [2022-03-23 20:42:39 main:574] : INFO : Epoch 1551 | loss: 0.0310865 | val_loss: 0.0311739 | Time: 5301.54 ms [2022-03-23 20:42:45 main:574] : INFO : Epoch 1552 | loss: 0.0310848 | val_loss: 0.0311782 | Time: 5431.69 ms [2022-03-23 20:42:50 main:574] : INFO : Epoch 1553 | loss: 0.0310856 | val_loss: 0.0311876 | Time: 5480.19 ms [2022-03-23 20:42:55 main:574] : INFO : Epoch 1554 | loss: 0.0310801 | val_loss: 0.0311882 | Time: 5238.6 ms [2022-03-23 20:43:01 main:574] : INFO : Epoch 1555 | loss: 0.0310762 | val_loss: 0.0311883 | Time: 5550.52 ms [2022-03-23 20:43:06 main:574] : INFO : Epoch 1556 | loss: 0.0310781 | val_loss: 0.0311846 | Time: 5440.61 ms [2022-03-23 20:43:12 main:574] : INFO : Epoch 1557 | loss: 0.0310776 | val_loss: 0.0311823 | Time: 5268.17 ms [2022-03-23 20:43:17 main:574] : INFO : Epoch 1558 | loss: 0.0310748 | val_loss: 0.0311805 | Time: 5427.12 ms [2022-03-23 20:43:23 main:574] : INFO : Epoch 1559 | loss: 0.0310773 | val_loss: 0.031192 | Time: 5512.2 ms [2022-03-23 20:43:28 main:574] : INFO : Epoch 1560 | loss: 0.0310754 | val_loss: 0.0311879 | Time: 5297.17 ms [2022-03-23 20:43:34 main:574] : INFO : Epoch 1561 | loss: 0.0310728 | val_loss: 0.0311921 | Time: 5539.06 ms [2022-03-23 20:43:39 main:574] : INFO : Epoch 1562 | loss: 0.0310765 | val_loss: 0.0311866 | Time: 5447.49 ms [2022-03-23 20:43:44 main:574] : INFO : Epoch 1563 | loss: 0.0310801 | val_loss: 0.0312039 | Time: 5402.34 ms [2022-03-23 20:43:50 main:574] : INFO : Epoch 1564 | loss: 0.0310819 | val_loss: 0.0312016 | Time: 5484.43 ms [2022-03-23 20:43:55 main:574] : INFO : Epoch 1565 | loss: 0.0310929 | val_loss: 0.0312005 | Time: 5414.01 ms [2022-03-23 20:44:01 main:574] : INFO : Epoch 1566 | loss: 0.0310833 | val_loss: 0.0311896 | Time: 5503.46 ms [2022-03-23 20:44:06 main:574] : INFO : Epoch 1567 | loss: 0.0310799 | val_loss: 0.0311888 | Time: 5390.82 ms [2022-03-23 20:44:12 main:574] : INFO : Epoch 1568 | loss: 0.031079 | val_loss: 0.0311881 | Time: 5436.64 ms [2022-03-23 20:44:17 main:574] : INFO : Epoch 1569 | loss: 0.0310797 | val_loss: 0.0311939 | Time: 5504.21 ms [2022-03-23 20:44:23 main:574] : INFO : Epoch 1570 | loss: 0.0310781 | val_loss: 0.0311891 | Time: 5456.76 ms [2022-03-23 20:44:28 main:574] : INFO : Epoch 1571 | loss: 0.0310775 | val_loss: 0.0311996 | Time: 5370.72 ms [2022-03-23 20:44:33 main:574] : INFO : Epoch 1572 | loss: 0.0310764 | val_loss: 0.0311916 | Time: 5462.81 ms [2022-03-23 20:44:39 main:574] : INFO : Epoch 1573 | loss: 0.031087 | val_loss: 0.0311844 | Time: 5485.2 ms [2022-03-23 20:44:44 main:574] : INFO : Epoch 1574 | loss: 0.0310804 | val_loss: 0.0311916 | Time: 5303.38 ms [2022-03-23 20:44:50 main:574] : INFO : Epoch 1575 | loss: 0.0310756 | val_loss: 0.0311971 | Time: 5509.16 ms [2022-03-23 20:44:55 main:574] : INFO : Epoch 1576 | loss: 0.031073 | val_loss: 0.0311927 | Time: 5461.13 ms [2022-03-23 20:45:01 main:574] : INFO : Epoch 1577 | loss: 0.0310756 | val_loss: 0.0311846 | Time: 5367.05 ms [2022-03-23 20:45:06 main:574] : INFO : Epoch 1578 | loss: 0.0310761 | val_loss: 0.0311989 | Time: 5603.58 ms [2022-03-23 20:45:12 main:574] : INFO : Epoch 1579 | loss: 0.0310763 | val_loss: 0.0311935 | Time: 5346.65 ms [2022-03-23 20:45:17 main:574] : INFO : Epoch 1580 | loss: 0.0310746 | val_loss: 0.031194 | Time: 5347.16 ms [2022-03-23 20:45:22 main:574] : INFO : Epoch 1581 | loss: 0.0310742 | val_loss: 0.0311814 | Time: 5449.7 ms [2022-03-23 20:45:28 main:574] : INFO : Epoch 1582 | loss: 0.0310752 | val_loss: 0.0311964 | Time: 5429.1 ms [2022-03-23 20:45:33 main:574] : INFO : Epoch 1583 | loss: 0.0310758 | val_loss: 0.0312061 | Time: 5399.96 ms [2022-03-23 20:45:39 main:574] : INFO : Epoch 1584 | loss: 0.0310736 | val_loss: 0.0312074 | Time: 5471.89 ms [2022-03-23 20:45:44 main:574] : INFO : Epoch 1585 | loss: 0.0310754 | val_loss: 0.0311946 | Time: 5420.85 ms [2022-03-23 20:45:50 main:574] : INFO : Epoch 1586 | loss: 0.0310788 | val_loss: 0.0312008 | Time: 5502.27 ms [2022-03-23 20:45:55 main:574] : INFO : Epoch 1587 | loss: 0.0310828 | val_loss: 0.0311946 | Time: 5517.19 ms [2022-03-23 20:46:00 main:574] : INFO : Epoch 1588 | loss: 0.0310876 | val_loss: 0.0311933 | Time: 5305.11 ms [2022-03-23 20:46:06 main:574] : INFO : Epoch 1589 | loss: 0.031082 | val_loss: 0.0311891 | Time: 5492.35 ms [2022-03-23 20:46:11 main:574] : INFO : Epoch 1590 | loss: 0.0310833 | val_loss: 0.0311976 | Time: 5580.63 ms [2022-03-23 20:46:17 main:574] : INFO : Epoch 1591 | loss: 0.0310821 | val_loss: 0.0311871 | Time: 5262.23 ms [2022-03-23 20:46:22 main:574] : INFO : Epoch 1592 | loss: 0.0310811 | val_loss: 0.0311849 | Time: 5520.48 ms [2022-03-23 20:46:28 main:574] : INFO : Epoch 1593 | loss: 0.0310779 | val_loss: 0.0312022 | Time: 5366.6 ms [2022-03-23 20:46:33 main:574] : INFO : Epoch 1594 | loss: 0.031077 | val_loss: 0.0311875 | Time: 5328.82 ms [2022-03-23 20:46:38 main:574] : INFO : Epoch 1595 | loss: 0.0310737 | val_loss: 0.0311902 | Time: 5487.47 ms [2022-03-23 20:46:44 main:574] : INFO : Epoch 1596 | loss: 0.0310716 | val_loss: 0.0311923 | Time: 5387.22 ms [2022-03-23 20:46:49 main:574] : INFO : Epoch 1597 | loss: 0.0310729 | val_loss: 0.0311952 | Time: 5360.95 ms [2022-03-23 20:46:55 main:574] : INFO : Epoch 1598 | loss: 0.0310822 | val_loss: 0.0311941 | Time: 5484.31 ms [2022-03-23 20:47:00 main:574] : INFO : Epoch 1599 | loss: 0.0310899 | val_loss: 0.0311886 | Time: 5362.05 ms [2022-03-23 20:47:05 main:574] : INFO : Epoch 1600 | loss: 0.031085 | val_loss: 0.031211 | Time: 5354.08 ms [2022-03-23 20:47:11 main:574] : INFO : Epoch 1601 | loss: 0.0310856 | val_loss: 0.0311942 | Time: 5595.32 ms [2022-03-23 20:47:16 main:574] : INFO : Epoch 1602 | loss: 0.0310901 | val_loss: 0.0311862 | Time: 5425.11 ms [2022-03-23 20:47:22 main:574] : INFO : Epoch 1603 | loss: 0.0310935 | val_loss: 0.0311803 | Time: 5474.23 ms [2022-03-23 20:47:27 main:574] : INFO : Epoch 1604 | loss: 0.0310884 | val_loss: 0.0311788 | Time: 5477.86 ms [2022-03-23 20:47:33 main:574] : INFO : Epoch 1605 | loss: 0.0310844 | val_loss: 0.0311806 | Time: 5314.64 ms [2022-03-23 20:47:38 main:574] : INFO : Epoch 1606 | loss: 0.0310849 | val_loss: 0.0311888 | Time: 5331.48 ms [2022-03-23 20:47:44 main:574] : INFO : Epoch 1607 | loss: 0.0310808 | val_loss: 0.0311892 | Time: 5434.58 ms [2022-03-23 20:47:49 main:574] : INFO : Epoch 1608 | loss: 0.0310762 | val_loss: 0.031187 | Time: 5340.36 ms [2022-03-23 20:47:54 main:574] : INFO : Epoch 1609 | loss: 0.0310755 | val_loss: 0.0312006 | Time: 5565.84 ms [2022-03-23 20:48:00 main:574] : INFO : Epoch 1610 | loss: 0.0310776 | val_loss: 0.0311768 | Time: 5463.38 ms [2022-03-23 20:48:05 main:574] : INFO : Epoch 1611 | loss: 0.0310773 | val_loss: 0.0311983 | Time: 5346.77 ms [2022-03-23 20:48:11 main:574] : INFO : Epoch 1612 | loss: 0.0310808 | val_loss: 0.0311918 | Time: 5471.09 ms [2022-03-23 20:48:16 main:574] : INFO : Epoch 1613 | loss: 0.0310861 | val_loss: 0.0311804 | Time: 5366.06 ms [2022-03-23 20:48:21 main:574] : INFO : Epoch 1614 | loss: 0.0310817 | val_loss: 0.0311908 | Time: 5406.27 ms [2022-03-23 20:48:27 main:574] : INFO : Epoch 1615 | loss: 0.0310787 | val_loss: 0.0311908 | Time: 5467.04 ms [2022-03-23 20:48:32 main:574] : INFO : Epoch 1616 | loss: 0.0310791 | val_loss: 0.0311907 | Time: 5423.4 ms [2022-03-23 20:48:38 main:574] : INFO : Epoch 1617 | loss: 0.0310806 | val_loss: 0.0311878 | Time: 5396.18 ms [2022-03-23 20:48:43 main:574] : INFO : Epoch 1618 | loss: 0.0310827 | val_loss: 0.0311836 | Time: 5509.83 ms [2022-03-23 20:48:49 main:574] : INFO : Epoch 1619 | loss: 0.0310811 | val_loss: 0.0311837 | Time: 5356.54 ms [2022-03-23 20:48:54 main:574] : INFO : Epoch 1620 | loss: 0.0310767 | val_loss: 0.0311841 | Time: 5373.51 ms [2022-03-23 20:49:00 main:574] : INFO : Epoch 1621 | loss: 0.0310813 | val_loss: 0.0312107 | Time: 5495.68 ms [2022-03-23 20:49:05 main:574] : INFO : Epoch 1622 | loss: 0.0310805 | val_loss: 0.0311974 | Time: 5413.13 ms [2022-03-23 20:49:10 main:574] : INFO : Epoch 1623 | loss: 0.0310761 | val_loss: 0.0311977 | Time: 5466.14 ms [2022-03-23 20:49:16 main:574] : INFO : Epoch 1624 | loss: 0.0310774 | val_loss: 0.031205 | Time: 5468.46 ms [2022-03-23 20:49:21 main:574] : INFO : Epoch 1625 | loss: 0.0311071 | val_loss: 0.0311772 | Time: 5252.72 ms [2022-03-23 20:49:27 main:574] : INFO : Epoch 1626 | loss: 0.0311317 | val_loss: 0.0311662 | Time: 5493.64 ms [2022-03-23 20:49:32 main:574] : INFO : Epoch 1627 | loss: 0.0311287 | val_loss: 0.0311613 | Time: 5420.48 ms [2022-03-23 20:49:37 main:574] : INFO : Epoch 1628 | loss: 0.0311197 | val_loss: 0.0311813 | Time: 5377.32 ms [2022-03-23 20:49:43 main:574] : INFO : Epoch 1629 | loss: 0.0311083 | val_loss: 0.0311758 | Time: 5452.07 ms [2022-03-23 20:49:48 main:574] : INFO : Epoch 1630 | loss: 0.0311064 | val_loss: 0.0311768 | Time: 5492.59 ms [2022-03-23 20:49:54 main:574] : INFO : Epoch 1631 | loss: 0.0311 | val_loss: 0.0311769 | Time: 5308.61 ms [2022-03-23 20:49:59 main:574] : INFO : Epoch 1632 | loss: 0.0310952 | val_loss: 0.0311885 | Time: 5435.86 ms [2022-03-23 20:50:05 main:574] : INFO : Epoch 1633 | loss: 0.0310933 | val_loss: 0.031177 | Time: 5486.89 ms [2022-03-23 20:50:10 main:574] : INFO : Epoch 1634 | loss: 0.0310966 | val_loss: 0.0311765 | Time: 5398.51 ms [2022-03-23 20:50:16 main:574] : INFO : Epoch 1635 | loss: 0.0310955 | val_loss: 0.0311905 | Time: 5541.54 ms [2022-03-23 20:50:21 main:574] : INFO : Epoch 1636 | loss: 0.0310943 | val_loss: 0.0311992 | Time: 5326.53 ms [2022-03-23 20:50:26 main:574] : INFO : Epoch 1637 | loss: 0.0310996 | val_loss: 0.0311909 | Time: 5427.75 ms [2022-03-23 20:50:32 main:574] : INFO : Epoch 1638 | loss: 0.0310943 | val_loss: 0.0311874 | Time: 5506.59 ms [2022-03-23 20:50:37 main:574] : INFO : Epoch 1639 | loss: 0.0310927 | val_loss: 0.0311818 | Time: 5318.26 ms [2022-03-23 20:50:43 main:574] : INFO : Epoch 1640 | loss: 0.0310864 | val_loss: 0.0311881 | Time: 5390.62 ms [2022-03-23 20:50:48 main:574] : INFO : Epoch 1641 | loss: 0.0310849 | val_loss: 0.0311891 | Time: 5515.74 ms [2022-03-23 20:50:53 main:574] : INFO : Epoch 1642 | loss: 0.0310811 | val_loss: 0.0311942 | Time: 5364.78 ms [2022-03-23 20:50:59 main:574] : INFO : Epoch 1643 | loss: 0.0310806 | val_loss: 0.0312003 | Time: 5475.37 ms [2022-03-23 20:51:04 main:574] : INFO : Epoch 1644 | loss: 0.0310804 | val_loss: 0.0311798 | Time: 5397.44 ms [2022-03-23 20:51:10 main:574] : INFO : Epoch 1645 | loss: 0.0310794 | val_loss: 0.0311947 | Time: 5317.18 ms [2022-03-23 20:51:15 main:574] : INFO : Epoch 1646 | loss: 0.0310843 | val_loss: 0.0311789 | Time: 5456.43 ms [2022-03-23 20:51:21 main:574] : INFO : Epoch 1647 | loss: 0.0310923 | val_loss: 0.0311858 | Time: 5497.46 ms [2022-03-23 20:51:26 main:574] : INFO : Epoch 1648 | loss: 0.0310897 | val_loss: 0.0311776 | Time: 5400.57 ms [2022-03-23 20:51:31 main:574] : INFO : Epoch 1649 | loss: 0.0310817 | val_loss: 0.0311842 | Time: 5451.57 ms [2022-03-23 20:51:37 main:574] : INFO : Epoch 1650 | loss: 0.0310841 | val_loss: 0.0311911 | Time: 5487.82 ms [2022-03-23 20:51:42 main:574] : INFO : Epoch 1651 | loss: 0.0310848 | val_loss: 0.0311948 | Time: 5414.72 ms [2022-03-23 20:51:48 main:574] : INFO : Epoch 1652 | loss: 0.0310837 | val_loss: 0.0311847 | Time: 5470.77 ms [2022-03-23 20:51:53 main:574] : INFO : Epoch 1653 | loss: 0.0310797 | val_loss: 0.0312068 | Time: 5400.98 ms [2022-03-23 20:51:59 main:574] : INFO : Epoch 1654 | loss: 0.0310819 | val_loss: 0.0311855 | Time: 5396.24 ms [2022-03-23 20:52:04 main:574] : INFO : Epoch 1655 | loss: 0.0310849 | val_loss: 0.0311964 | Time: 5535.22 ms [2022-03-23 20:52:10 main:574] : INFO : Epoch 1656 | loss: 0.0310827 | val_loss: 0.0311878 | Time: 5364.74 ms [2022-03-23 20:52:15 main:574] : INFO : Epoch 1657 | loss: 0.0310888 | val_loss: 0.0312014 | Time: 5499.06 ms [2022-03-23 20:52:21 main:574] : INFO : Epoch 1658 | loss: 0.0310913 | val_loss: 0.0311846 | Time: 5427.36 ms [2022-03-23 20:52:26 main:574] : INFO : Epoch 1659 | loss: 0.0310911 | val_loss: 0.0311744 | Time: 5338.51 ms [2022-03-23 20:52:31 main:574] : INFO : Epoch 1660 | loss: 0.0310853 | val_loss: 0.0311912 | Time: 5514.81 ms [2022-03-23 20:52:37 main:574] : INFO : Epoch 1661 | loss: 0.0310807 | val_loss: 0.0311974 | Time: 5489.55 ms [2022-03-23 20:52:42 main:574] : INFO : Epoch 1662 | loss: 0.0310753 | val_loss: 0.031193 | Time: 5295.93 ms [2022-03-23 20:52:48 main:574] : INFO : Epoch 1663 | loss: 0.0310765 | val_loss: 0.0311953 | Time: 5562.75 ms [2022-03-23 20:52:53 main:574] : INFO : Epoch 1664 | loss: 0.0310733 | val_loss: 0.0311909 | Time: 5448.42 ms [2022-03-23 20:52:58 main:574] : INFO : Epoch 1665 | loss: 0.0310724 | val_loss: 0.0312041 | Time: 5221.74 ms [2022-03-23 20:53:04 main:574] : INFO : Epoch 1666 | loss: 0.0310761 | val_loss: 0.0312065 | Time: 5548.86 ms [2022-03-23 20:53:09 main:574] : INFO : Epoch 1667 | loss: 0.031077 | val_loss: 0.0311915 | Time: 5416.13 ms [2022-03-23 20:53:15 main:574] : INFO : Epoch 1668 | loss: 0.0310781 | val_loss: 0.0311919 | Time: 5383.99 ms [2022-03-23 20:53:20 main:574] : INFO : Epoch 1669 | loss: 0.0310754 | val_loss: 0.0311982 | Time: 5478.75 ms [2022-03-23 20:53:26 main:574] : INFO : Epoch 1670 | loss: 0.0310725 | val_loss: 0.0311908 | Time: 5324.75 ms [2022-03-23 20:53:31 main:574] : INFO : Epoch 1671 | loss: 0.0310691 | val_loss: 0.0312 | Time: 5372.77 ms [2022-03-23 20:53:36 main:574] : INFO : Epoch 1672 | loss: 0.0310746 | val_loss: 0.0312082 | Time: 5421.52 ms [2022-03-23 20:53:42 main:574] : INFO : Epoch 1673 | loss: 0.0310779 | val_loss: 0.0311969 | Time: 5429.33 ms [2022-03-23 20:53:47 main:574] : INFO : Epoch 1674 | loss: 0.031075 | val_loss: 0.0311928 | Time: 5396.24 ms [2022-03-23 20:53:53 main:574] : INFO : Epoch 1675 | loss: 0.0310741 | val_loss: 0.0311945 | Time: 5531 ms [2022-03-23 20:53:58 main:574] : INFO : Epoch 1676 | loss: 0.0310685 | val_loss: 0.0312018 | Time: 5331.39 ms [2022-03-23 20:54:03 main:574] : INFO : Epoch 1677 | loss: 0.0310663 | val_loss: 0.0312 | Time: 5392.33 ms [2022-03-23 20:54:09 main:574] : INFO : Epoch 1678 | loss: 0.031069 | val_loss: 0.0312075 | Time: 5448.55 ms [2022-03-23 20:54:14 main:574] : INFO : Epoch 1679 | loss: 0.0310663 | val_loss: 0.0311974 | Time: 5332.85 ms [2022-03-23 20:54:20 main:574] : INFO : Epoch 1680 | loss: 0.0310689 | val_loss: 0.0312053 | Time: 5479.05 ms [2022-03-23 20:54:25 main:574] : INFO : Epoch 1681 | loss: 0.0310693 | val_loss: 0.0312071 | Time: 5540.05 ms [2022-03-23 20:54:31 main:574] : INFO : Epoch 1682 | loss: 0.0310749 | val_loss: 0.0311817 | Time: 5304.91 ms [2022-03-23 20:54:36 main:574] : INFO : Epoch 1683 | loss: 0.0310754 | val_loss: 0.0311975 | Time: 5480.2 ms [2022-03-23 20:54:42 main:574] : INFO : Epoch 1684 | loss: 0.0310707 | val_loss: 0.031199 | Time: 5458.83 ms [2022-03-23 20:54:47 main:574] : INFO : Epoch 1685 | loss: 0.0310857 | val_loss: 0.0311885 | Time: 5343.32 ms [2022-03-23 20:54:52 main:574] : INFO : Epoch 1686 | loss: 0.0310979 | val_loss: 0.0311874 | Time: 5499.53 ms [2022-03-23 20:54:58 main:574] : INFO : Epoch 1687 | loss: 0.0310948 | val_loss: 0.0311806 | Time: 5457.91 ms [2022-03-23 20:55:03 main:574] : INFO : Epoch 1688 | loss: 0.0310864 | val_loss: 0.0311999 | Time: 5444.1 ms [2022-03-23 20:55:09 main:574] : INFO : Epoch 1689 | loss: 0.0310867 | val_loss: 0.0311939 | Time: 5502.08 ms [2022-03-23 20:55:14 main:574] : INFO : Epoch 1690 | loss: 0.0310892 | val_loss: 0.0311914 | Time: 5395.63 ms [2022-03-23 20:55:20 main:574] : INFO : Epoch 1691 | loss: 0.0310933 | val_loss: 0.0311907 | Time: 5413.58 ms [2022-03-23 20:55:25 main:574] : INFO : Epoch 1692 | loss: 0.0310934 | val_loss: 0.0311977 | Time: 5394.67 ms [2022-03-23 20:55:30 main:574] : INFO : Epoch 1693 | loss: 0.031091 | val_loss: 0.0311867 | Time: 5477.36 ms [2022-03-23 20:55:36 main:574] : INFO : Epoch 1694 | loss: 0.0310907 | val_loss: 0.0312016 | Time: 5434.64 ms [2022-03-23 20:55:41 main:574] : INFO : Epoch 1695 | loss: 0.0310839 | val_loss: 0.0311888 | Time: 5465.52 ms [2022-03-23 20:55:47 main:574] : INFO : Epoch 1696 | loss: 0.0310837 | val_loss: 0.0311878 | Time: 5356.19 ms [2022-03-23 20:55:52 main:574] : INFO : Epoch 1697 | loss: 0.031083 | val_loss: 0.0311792 | Time: 5447.93 ms [2022-03-23 20:55:58 main:574] : INFO : Epoch 1698 | loss: 0.0310853 | val_loss: 0.0311939 | Time: 5478.78 ms [2022-03-23 20:56:03 main:574] : INFO : Epoch 1699 | loss: 0.0310885 | val_loss: 0.03119 | Time: 5431.88 ms [2022-03-23 20:56:09 main:574] : INFO : Epoch 1700 | loss: 0.0310796 | val_loss: 0.0311913 | Time: 5535.29 ms [2022-03-23 20:56:14 main:574] : INFO : Epoch 1701 | loss: 0.0310797 | val_loss: 0.0311959 | Time: 5518.47 ms [2022-03-23 20:56:20 main:574] : INFO : Epoch 1702 | loss: 0.0310794 | val_loss: 0.0311871 | Time: 5396.6 ms [2022-03-23 20:56:25 main:574] : INFO : Epoch 1703 | loss: 0.0310802 | val_loss: 0.0312053 | Time: 5900.52 ms [2022-03-23 20:56:31 main:574] : INFO : Epoch 1704 | loss: 0.0310787 | val_loss: 0.0312001 | Time: 5350.69 ms [2022-03-23 20:56:36 main:574] : INFO : Epoch 1705 | loss: 0.0310863 | val_loss: 0.0311854 | Time: 5575.53 ms [2022-03-23 20:56:42 main:574] : INFO : Epoch 1706 | loss: 0.031079 | val_loss: 0.0311915 | Time: 5830.97 ms [2022-03-23 20:56:48 main:574] : INFO : Epoch 1707 | loss: 0.0310716 | val_loss: 0.0312079 | Time: 5382.41 ms [2022-03-23 20:56:53 main:574] : INFO : Epoch 1708 | loss: 0.0310737 | val_loss: 0.0311893 | Time: 5432.18 ms [2022-03-23 20:56:58 main:574] : INFO : Epoch 1709 | loss: 0.0310831 | val_loss: 0.0311902 | Time: 5406.32 ms [2022-03-23 20:57:04 main:574] : INFO : Epoch 1710 | loss: 0.0310795 | val_loss: 0.0311918 | Time: 5379.25 ms [2022-03-23 20:57:09 main:574] : INFO : Epoch 1711 | loss: 0.0310782 | val_loss: 0.0312053 | Time: 5413.43 ms [2022-03-23 20:57:15 main:574] : INFO : Epoch 1712 | loss: 0.031077 | val_loss: 0.0311992 | Time: 5432.92 ms [2022-03-23 20:57:20 main:574] : INFO : Epoch 1713 | loss: 0.0310794 | val_loss: 0.031191 | Time: 5371.38 ms [2022-03-23 20:57:26 main:574] : INFO : Epoch 1714 | loss: 0.0310793 | val_loss: 0.0312114 | Time: 5576.64 ms [2022-03-23 20:57:31 main:574] : INFO : Epoch 1715 | loss: 0.031073 | val_loss: 0.0311976 | Time: 5390.06 ms [2022-03-23 20:57:36 main:574] : INFO : Epoch 1716 | loss: 0.0310777 | val_loss: 0.0311984 | Time: 5416.95 ms [2022-03-23 20:57:42 main:574] : INFO : Epoch 1717 | loss: 0.0310774 | val_loss: 0.031191 | Time: 5520.63 ms [2022-03-23 20:57:47 main:574] : INFO : Epoch 1718 | loss: 0.0310746 | val_loss: 0.0311959 | Time: 5268.66 ms [2022-03-23 20:57:53 main:574] : INFO : Epoch 1719 | loss: 0.0310759 | val_loss: 0.031208 | Time: 5465.3 ms [2022-03-23 20:57:58 main:574] : INFO : Epoch 1720 | loss: 0.0310778 | val_loss: 0.0311922 | Time: 5447.6 ms [2022-03-23 20:58:04 main:574] : INFO : Epoch 1721 | loss: 0.0310821 | val_loss: 0.0312039 | Time: 5320.56 ms [2022-03-23 20:58:09 main:574] : INFO : Epoch 1722 | loss: 0.0310956 | val_loss: 0.0311898 | Time: 5455.86 ms [2022-03-23 20:58:14 main:574] : INFO : Epoch 1723 | loss: 0.0310999 | val_loss: 0.0311937 | Time: 5437.9 ms [2022-03-23 20:58:20 main:574] : INFO : Epoch 1724 | loss: 0.0310944 | val_loss: 0.0311833 | Time: 5305.46 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GT 1030) [2022-03-26 16:27:51 main:435] : INFO : Set logging level to 1 [2022-03-26 16:27:51 main:441] : INFO : Running in BOINC Client mode [2022-03-26 16:27:51 main:444] : INFO : Resolving all filenames [2022-03-26 16:27:51 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-26 16:27:51 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-26 16:27:51 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-26 16:27:51 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-26 16:27:51 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-26 16:27:51 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-26 16:27:51 main:474] : INFO : Configuration: [2022-03-26 16:27:51 main:475] : INFO : Model type: GRU [2022-03-26 16:27:51 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-26 16:27:51 main:477] : INFO : Max Epochs: 2048 [2022-03-26 16:27:51 main:478] : INFO : Batch Size: 128 [2022-03-26 16:27:51 main:479] : INFO : Learning Rate: 0.01 [2022-03-26 16:27:51 main:480] : INFO : Patience: 10 [2022-03-26 16:27:51 main:481] : INFO : Hidden Width: 12 [2022-03-26 16:27:51 main:482] : INFO : # Recurrent Layers: 4 [2022-03-26 16:27:51 main:483] : INFO : # Backend Layers: 4 [2022-03-26 16:27:51 main:484] : INFO : # Threads: 1 [2022-03-26 16:27:51 main:486] : INFO : Preparing Dataset [2022-03-26 16:27:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-26 16:27:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-26 16:27:53 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-26 16:27:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-26 16:27:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-26 16:27:54 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-26 16:27:54 main:494] : INFO : Creating Model [2022-03-26 16:27:54 main:507] : INFO : Preparing config file [2022-03-26 16:27:54 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-26 16:27:54 main:512] : INFO : Loading config [2022-03-26 16:27:54 main:514] : INFO : Loading state fatal : Memory allocation failure Unhandled Exception Detected... - Unhandled Exception Record - Reason: Out Of Memory (C++ Exception) (0xe06d7363) at address 0x00007FFD4E8B4F69 Engaging BOINC Windows Runtime Debugger... Unhandled Exception Detected... - Unhandled Exception Record - Reason: Access Violation (0xc0000005) at address 0x00007FF79F566250 read attempt to address 0x00000050 Engaging BOINC Windows Runtime Debugger... </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)