Task 12500703
| Name | ParityModified-1645997630-14988-2-0_0 |
| Workunit | 9665252 |
| Created | 4 Mar 2022, 4:49:06 UTC |
| Sent | 7 Mar 2022, 14:17:12 UTC |
| Report deadline | 15 Mar 2022, 14:17:12 UTC |
| Received | 7 Mar 2022, 16:13:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 5 sec |
| CPU time | 40 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,280.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.031225 | val_loss: 0.0312242 | Time: 1187.8 ms [2022-03-07 09:02:58 main:574] : INFO : Epoch 1543 | loss: 0.0312248 | val_loss: 0.0312287 | Time: 1196.56 ms [2022-03-07 09:02:59 main:574] : INFO : Epoch 1544 | loss: 0.0312263 | val_loss: 0.031225 | Time: 1187.76 ms [2022-03-07 09:03:00 main:574] : INFO : Epoch 1545 | loss: 0.0312242 | val_loss: 0.031226 | Time: 1181.85 ms [2022-03-07 09:03:02 main:574] : INFO : Epoch 1546 | loss: 0.0312243 | val_loss: 0.0312238 | Time: 1199.12 ms [2022-03-07 09:03:03 main:574] : INFO : Epoch 1547 | loss: 0.0312257 | val_loss: 0.031226 | Time: 1206.55 ms [2022-03-07 09:03:04 main:574] : INFO : Epoch 1548 | loss: 0.0312241 | val_loss: 0.031224 | Time: 1190.13 ms [2022-03-07 09:03:05 main:574] : INFO : Epoch 1549 | loss: 0.0312243 | val_loss: 0.0312284 | Time: 1204.79 ms [2022-03-07 09:03:06 main:574] : INFO : Epoch 1550 | loss: 0.0312252 | val_loss: 0.0312247 | Time: 1185.96 ms [2022-03-07 09:03:08 main:574] : INFO : Epoch 1551 | loss: 0.0312247 | val_loss: 0.0312271 | Time: 1198.85 ms [2022-03-07 09:03:09 main:574] : INFO : Epoch 1552 | loss: 0.0312247 | val_loss: 0.0312252 | Time: 1205.3 ms [2022-03-07 09:03:10 main:574] : INFO : Epoch 1553 | loss: 0.0312243 | val_loss: 0.031225 | Time: 1182.97 ms [2022-03-07 09:03:11 main:574] : INFO : Epoch 1554 | loss: 0.0312232 | val_loss: 0.0312247 | Time: 1175.12 ms [2022-03-07 09:03:12 main:574] : INFO : Epoch 1555 | loss: 0.0312239 | val_loss: 0.0312261 | Time: 1199.63 ms [2022-03-07 09:03:14 main:574] : INFO : Epoch 1556 | loss: 0.0312237 | val_loss: 0.0312248 | Time: 1182.95 ms [2022-03-07 09:03:15 main:574] : INFO : Epoch 1557 | loss: 0.0312253 | val_loss: 0.0312311 | Time: 1176.43 ms [2022-03-07 09:03:16 main:574] : INFO : Epoch 1558 | loss: 0.0312256 | val_loss: 0.0312263 | Time: 1198.26 ms [2022-03-07 09:03:17 main:574] : INFO : Epoch 1559 | loss: 0.031224 | val_loss: 0.0312258 | Time: 1216.51 ms [2022-03-07 09:03:18 main:574] : INFO : Epoch 1560 | loss: 0.0312278 | val_loss: 0.0312267 | Time: 1207.28 ms [2022-03-07 09:03:20 main:574] : INFO : Epoch 1561 | loss: 0.0312245 | val_loss: 0.031227 | Time: 1188.49 ms [2022-03-07 09:03:21 main:574] : INFO : Epoch 1562 | loss: 0.0312285 | val_loss: 0.0312281 | Time: 1199.27 ms [2022-03-07 09:03:22 main:574] : INFO : Epoch 1563 | loss: 0.0312292 | val_loss: 0.0312312 | Time: 1201.65 ms [2022-03-07 09:03:23 main:574] : INFO : Epoch 1564 | loss: 0.0312244 | val_loss: 0.0312252 | Time: 1183.8 ms [2022-03-07 09:03:24 main:574] : INFO : Epoch 1565 | loss: 0.0312224 | val_loss: 0.0312242 | Time: 1191.09 ms [2022-03-07 09:03:26 main:574] : INFO : Epoch 1566 | loss: 0.0312229 | val_loss: 0.0312308 | Time: 1184.44 ms [2022-03-07 09:03:27 main:574] : INFO : Epoch 1567 | loss: 0.0312234 | val_loss: 0.0312245 | Time: 1181.63 ms [2022-03-07 09:03:28 main:574] : INFO : Epoch 1568 | loss: 0.0312231 | val_loss: 0.0312263 | Time: 1193.97 ms [2022-03-07 09:03:29 main:574] : INFO : Epoch 1569 | loss: 0.0312253 | val_loss: 0.0312331 | Time: 1186.63 ms [2022-03-07 09:03:30 main:574] : INFO : Epoch 1570 | loss: 0.0312248 | val_loss: 0.0312249 | Time: 1197.97 ms [2022-03-07 09:03:31 main:574] : INFO : Epoch 1571 | loss: 0.0312221 | val_loss: 0.031224 | Time: 1184.18 ms [2022-03-07 09:03:33 main:574] : INFO : Epoch 1572 | loss: 0.0312217 | val_loss: 0.0312249 | Time: 1176.21 ms [2022-03-07 09:03:34 main:574] : INFO : Epoch 1573 | loss: 0.0312225 | val_loss: 0.031226 | Time: 1177.58 ms [2022-03-07 09:03:35 main:574] : INFO : Epoch 1574 | loss: 0.031224 | val_loss: 0.031227 | Time: 1189.53 ms [2022-03-07 09:03:36 main:574] : INFO : Epoch 1575 | loss: 0.0312242 | val_loss: 0.0312277 | Time: 1173.64 ms [2022-03-07 09:03:37 main:574] : INFO : Epoch 1576 | loss: 0.0312232 | val_loss: 0.0312275 | Time: 1175.88 ms [2022-03-07 09:03:39 main:574] : INFO : Epoch 1577 | loss: 0.0312243 | val_loss: 0.0312253 | Time: 1193.72 ms [2022-03-07 09:03:40 main:574] : INFO : Epoch 1578 | loss: 0.0312244 | val_loss: 0.0312252 | Time: 1172.45 ms [2022-03-07 09:03:41 main:574] : INFO : Epoch 1579 | loss: 0.0312234 | val_loss: 0.031225 | Time: 1180.21 ms [2022-03-07 09:03:42 main:574] : INFO : Epoch 1580 | loss: 0.0312241 | val_loss: 0.0312257 | Time: 1203.16 ms [2022-03-07 09:03:43 main:574] : INFO : Epoch 1581 | loss: 0.0312258 | val_loss: 0.0312321 | Time: 1182.33 ms [2022-03-07 09:03:45 main:574] : INFO : Epoch 1582 | loss: 0.0312277 | val_loss: 0.031227 | Time: 1195.71 ms [2022-03-07 09:03:46 main:574] : INFO : Epoch 1583 | loss: 0.0312266 | val_loss: 0.0312264 | Time: 1195.52 ms [2022-03-07 09:03:47 main:574] : INFO : Epoch 1584 | loss: 0.0312262 | val_loss: 0.0312261 | Time: 1191.55 ms [2022-03-07 09:03:48 main:574] : INFO : Epoch 1585 | loss: 0.0312254 | val_loss: 0.031226 | Time: 1186.17 ms [2022-03-07 09:03:49 main:574] : INFO : Epoch 1586 | loss: 0.0312258 | val_loss: 0.0312254 | Time: 1189.63 ms [2022-03-07 09:03:50 main:574] : INFO : Epoch 1587 | loss: 0.0312244 | val_loss: 0.031225 | Time: 1193.01 ms [2022-03-07 09:03:52 main:574] : INFO : Epoch 1588 | loss: 0.031225 | val_loss: 0.0312302 | Time: 1187.81 ms [2022-03-07 09:03:53 main:574] : INFO : Epoch 1589 | loss: 0.0312251 | val_loss: 0.0312257 | Time: 1185.99 ms [2022-03-07 09:03:54 main:574] : INFO : Epoch 1590 | loss: 0.0312255 | val_loss: 0.0312285 | Time: 1182.87 ms [2022-03-07 09:03:55 main:574] : INFO : Epoch 1591 | loss: 0.0312258 | val_loss: 0.0312254 | Time: 1193.29 ms [2022-03-07 09:03:56 main:574] : INFO : Epoch 1592 | loss: 0.031224 | val_loss: 0.0312264 | Time: 1188.83 ms [2022-03-07 09:03:58 main:574] : INFO : Epoch 1593 | loss: 0.0312255 | val_loss: 0.0312274 | Time: 1193.92 ms [2022-03-07 09:03:59 main:574] : INFO : Epoch 1594 | loss: 0.031226 | val_loss: 0.0312261 | Time: 1195.28 ms [2022-03-07 09:04:00 main:574] : INFO : Epoch 1595 | loss: 0.0312242 | val_loss: 0.0312251 | Time: 1187.72 ms [2022-03-07 09:04:01 main:574] : INFO : Epoch 1596 | loss: 0.0312244 | val_loss: 0.0312249 | Time: 1200.7 ms [2022-03-07 09:04:02 main:574] : INFO : Epoch 1597 | loss: 0.0312235 | val_loss: 0.031224 | Time: 1179.93 ms [2022-03-07 09:04:04 main:574] : INFO : Epoch 1598 | loss: 0.0312229 | val_loss: 0.0312244 | Time: 1196.17 ms [2022-03-07 09:04:05 main:574] : INFO : Epoch 1599 | loss: 0.0312237 | val_loss: 0.0312263 | Time: 1195.54 ms [2022-03-07 09:04:06 main:574] : INFO : Epoch 1600 | loss: 0.0312223 | val_loss: 0.0312249 | Time: 1178.63 ms [2022-03-07 09:04:07 main:574] : INFO : Epoch 1601 | loss: 0.0312219 | val_loss: 0.0312238 | Time: 1192 ms [2022-03-07 09:04:08 main:574] : INFO : Epoch 1602 | loss: 0.0312266 | val_loss: 0.0312307 | Time: 1193.6 ms [2022-03-07 09:04:10 main:574] : INFO : Epoch 1603 | loss: 0.0312327 | val_loss: 0.0312349 | Time: 1188.12 ms [2022-03-07 09:04:11 main:574] : INFO : Epoch 1604 | loss: 0.0312339 | val_loss: 0.0312326 | Time: 1189.93 ms [2022-03-07 09:04:12 main:574] : INFO : Epoch 1605 | loss: 0.0312317 | val_loss: 0.0312322 | Time: 1208.61 ms [2022-03-07 09:04:13 main:574] : INFO : Epoch 1606 | loss: 0.0312323 | val_loss: 0.0312326 | Time: 1187.66 ms [2022-03-07 09:04:14 main:574] : INFO : Epoch 1607 | loss: 0.0312315 | val_loss: 0.0312333 | Time: 1192.33 ms [2022-03-07 09:04:16 main:574] : INFO : Epoch 1608 | loss: 0.0312297 | val_loss: 0.0312302 | Time: 1204.02 ms [2022-03-07 09:04:17 main:574] : INFO : Epoch 1609 | loss: 0.0312283 | val_loss: 0.0312297 | Time: 1187.77 ms [2022-03-07 09:04:18 main:574] : INFO : Epoch 1610 | loss: 0.0312296 | val_loss: 0.0312333 | Time: 1185.66 ms [2022-03-07 09:04:19 main:574] : INFO : Epoch 1611 | loss: 0.0312301 | val_loss: 0.0312309 | Time: 1209.77 ms [2022-03-07 09:04:20 main:574] : INFO : Epoch 1612 | loss: 0.0312282 | val_loss: 0.0312293 | Time: 1191.59 ms [2022-03-07 09:04:21 main:574] : INFO : Epoch 1613 | loss: 0.0312285 | val_loss: 0.0312292 | Time: 1191.35 ms [2022-03-07 09:04:23 main:574] : INFO : Epoch 1614 | loss: 0.0312281 | val_loss: 0.0312294 | Time: 1193.87 ms [2022-03-07 09:04:24 main:574] : INFO : Epoch 1615 | loss: 0.0312276 | val_loss: 0.0312291 | Time: 1182.74 ms [2022-03-07 09:04:25 main:574] : INFO : Epoch 1616 | loss: 0.031227 | val_loss: 0.031229 | Time: 1191.46 ms [2022-03-07 09:04:26 main:574] : INFO : Epoch 1617 | loss: 0.031227 | val_loss: 0.0312286 | Time: 1190.49 ms [2022-03-07 09:04:27 main:574] : INFO : Epoch 1618 | loss: 0.0312307 | val_loss: 0.0312307 | Time: 1179.61 ms [2022-03-07 09:04:29 main:574] : INFO : Epoch 1619 | loss: 0.0312279 | val_loss: 0.0312286 | Time: 1191.07 ms [2022-03-07 09:04:30 main:574] : INFO : Epoch 1620 | loss: 0.0312268 | val_loss: 0.0312281 | Time: 1186.59 ms [2022-03-07 09:04:31 main:574] : INFO : Epoch 1621 | loss: 0.0312267 | val_loss: 0.0312304 | Time: 1210.04 ms [2022-03-07 09:04:32 main:574] : INFO : Epoch 1622 | loss: 0.0312267 | val_loss: 0.031235 | Time: 1194.49 ms [2022-03-07 09:04:33 main:574] : INFO : Epoch 1623 | loss: 0.0312291 | val_loss: 0.0312317 | Time: 1191.54 ms [2022-03-07 09:04:35 main:574] : INFO : Epoch 1624 | loss: 0.0312269 | val_loss: 0.0312285 | Time: 1177 ms [2022-03-07 09:04:36 main:574] : INFO : Epoch 1625 | loss: 0.0312279 | val_loss: 0.0312279 | Time: 1197.95 ms [2022-03-07 09:04:37 main:574] : INFO : Epoch 1626 | loss: 0.0312257 | val_loss: 0.0312273 | Time: 1186.49 ms [2022-03-07 09:04:38 main:574] : INFO : Epoch 1627 | loss: 0.0312247 | val_loss: 0.0312272 | Time: 1183.9 ms [2022-03-07 09:04:39 main:574] : INFO : Epoch 1628 | loss: 0.0312245 | val_loss: 0.0312278 | Time: 1187.04 ms [2022-03-07 09:04:41 main:574] : INFO : Epoch 1629 | loss: 0.0312241 | val_loss: 0.0312267 | Time: 1185.46 ms [2022-03-07 09:04:42 main:574] : INFO : Epoch 1630 | loss: 0.031224 | val_loss: 0.0312266 | Time: 1187.68 ms [2022-03-07 09:04:43 main:574] : INFO : Epoch 1631 | loss: 0.0312239 | val_loss: 0.0312273 | Time: 1191.79 ms [2022-03-07 09:04:44 main:574] : INFO : Epoch 1632 | loss: 0.0312244 | val_loss: 0.0312266 | Time: 1196.5 ms [2022-03-07 09:04:45 main:574] : INFO : Epoch 1633 | loss: 0.0312243 | val_loss: 0.0312265 | Time: 1190.03 ms [2022-03-07 09:04:47 main:574] : INFO : Epoch 1634 | loss: 0.0312234 | val_loss: 0.0312258 | Time: 1202.26 ms [2022-03-07 09:04:48 main:574] : INFO : Epoch 1635 | loss: 0.0312244 | val_loss: 0.0312259 | Time: 1193.64 ms [2022-03-07 09:04:49 main:574] : INFO : Epoch 1636 | loss: 0.0312252 | val_loss: 0.0312268 | Time: 1205.75 ms [2022-03-07 09:04:50 main:574] : INFO : Epoch 1637 | loss: 0.0312241 | val_loss: 0.0312282 | Time: 1191.42 ms [2022-03-07 09:04:51 main:574] : INFO : Epoch 1638 | loss: 0.031224 | val_loss: 0.0312273 | Time: 1195.49 ms [2022-03-07 09:04:53 main:574] : INFO : Epoch 1639 | loss: 0.0312249 | val_loss: 0.0312303 | Time: 1197.17 ms [2022-03-07 09:04:54 main:574] : INFO : Epoch 1640 | loss: 0.0312284 | val_loss: 0.0312294 | Time: 1194.75 ms [2022-03-07 09:04:55 main:574] : INFO : Epoch 1641 | loss: 0.0312269 | val_loss: 0.0312297 | Time: 1198.07 ms [2022-03-07 09:04:56 main:574] : INFO : Epoch 1642 | loss: 0.0312253 | val_loss: 0.0312265 | Time: 1187.33 ms [2022-03-07 09:04:57 main:574] : INFO : Epoch 1643 | loss: 0.0312241 | val_loss: 0.0312263 | Time: 1202.48 ms [2022-03-07 09:04:59 main:574] : INFO : Epoch 1644 | loss: 0.0312229 | val_loss: 0.0312258 | Time: 1200.29 ms [2022-03-07 09:05:00 main:574] : INFO : Epoch 1645 | loss: 0.0312239 | val_loss: 0.0312263 | Time: 1194.45 ms [2022-03-07 09:05:01 main:574] : INFO : Epoch 1646 | loss: 0.0312258 | val_loss: 0.0312312 | Time: 1187.14 ms [2022-03-07 09:05:02 main:574] : INFO : Epoch 1647 | loss: 0.0312245 | val_loss: 0.0312295 | Time: 1173.64 ms [2022-03-07 09:05:03 main:574] : INFO : Epoch 1648 | loss: 0.0312275 | val_loss: 0.0312319 | Time: 1186.89 ms [2022-03-07 09:05:05 main:574] : INFO : Epoch 1649 | loss: 0.0312262 | val_loss: 0.0312279 | Time: 1208.94 ms [2022-03-07 09:05:06 main:574] : INFO : Epoch 1650 | loss: 0.0312239 | val_loss: 0.031227 | Time: 1179.62 ms [2022-03-07 09:05:07 main:574] : INFO : Epoch 1651 | loss: 0.0312232 | val_loss: 0.0312255 | Time: 1197.6 ms [2022-03-07 09:05:08 main:574] : INFO : Epoch 1652 | loss: 0.0312226 | val_loss: 0.0312251 | Time: 1190.57 ms [2022-03-07 09:05:09 main:574] : INFO : Epoch 1653 | loss: 0.0312224 | val_loss: 0.0312257 | Time: 1186.86 ms [2022-03-07 09:05:10 main:574] : INFO : Epoch 1654 | loss: 0.031223 | val_loss: 0.0312253 | Time: 1204.46 ms [2022-03-07 09:05:12 main:574] : INFO : Epoch 1655 | loss: 0.0312223 | val_loss: 0.0312273 | Time: 1195.25 ms [2022-03-07 09:05:13 main:574] : INFO : Epoch 1656 | loss: 0.0312236 | val_loss: 0.0312258 | Time: 1184.92 ms [2022-03-07 09:05:14 main:574] : INFO : Epoch 1657 | loss: 0.0312221 | val_loss: 0.0312249 | Time: 1176.92 ms [2022-03-07 09:05:15 main:574] : INFO : Epoch 1658 | loss: 0.0312218 | val_loss: 0.0312252 | Time: 1179.28 ms [2022-03-07 09:05:16 main:574] : INFO : Epoch 1659 | loss: 0.0312219 | val_loss: 0.0312251 | Time: 1204.18 ms [2022-03-07 09:05:18 main:574] : INFO : Epoch 1660 | loss: 0.0312246 | val_loss: 0.031225 | Time: 1181.03 ms [2022-03-07 09:05:19 main:574] : INFO : Epoch 1661 | loss: 0.0312242 | val_loss: 0.0312286 | Time: 1201.66 ms [2022-03-07 09:05:20 main:574] : INFO : Epoch 1662 | loss: 0.0312232 | val_loss: 0.0312251 | Time: 1209.96 ms [2022-03-07 09:05:21 main:574] : INFO : Epoch 1663 | loss: 0.0312216 | val_loss: 0.0312278 | Time: 1167.37 ms [2022-03-07 09:05:22 main:574] : INFO : Epoch 1664 | loss: 0.0312246 | val_loss: 0.0312279 | Time: 1191.29 ms [2022-03-07 09:05:24 main:574] : INFO : Epoch 1665 | loss: 0.0312217 | val_loss: 0.0312256 | Time: 1185.11 ms [2022-03-07 09:05:25 main:574] : INFO : Epoch 1666 | loss: 0.0312214 | val_loss: 0.0312248 | Time: 1182.88 ms [2022-03-07 09:05:26 main:574] : INFO : Epoch 1667 | loss: 0.0312216 | val_loss: 0.031225 | Time: 1182.38 ms [2022-03-07 09:05:27 main:574] : INFO : Epoch 1668 | loss: 0.0312226 | val_loss: 0.0312272 | Time: 1184.9 ms [2022-03-07 09:05:28 main:574] : INFO : Epoch 1669 | loss: 0.0312235 | val_loss: 0.0312258 | Time: 1182.03 ms [2022-03-07 09:05:30 main:574] : INFO : Epoch 1670 | loss: 0.0312214 | val_loss: 0.0312251 | Time: 1204.73 ms [2022-03-07 09:05:31 main:574] : INFO : Epoch 1671 | loss: 0.0312223 | val_loss: 0.0312276 | Time: 1186.19 ms [2022-03-07 09:05:32 main:574] : INFO : Epoch 1672 | loss: 0.0312229 | val_loss: 0.0312261 | Time: 1178.87 ms [2022-03-07 09:05:33 main:574] : INFO : Epoch 1673 | loss: 0.0312223 | val_loss: 0.0312257 | Time: 1189.43 ms [2022-03-07 09:05:34 main:574] : INFO : Epoch 1674 | loss: 0.0312214 | val_loss: 0.0312257 | Time: 1206.69 ms [2022-03-07 09:05:35 main:574] : INFO : Epoch 1675 | loss: 0.0312216 | val_loss: 0.0312253 | Time: 1199.54 ms [2022-03-07 09:05:37 main:574] : INFO : Epoch 1676 | loss: 0.0312218 | val_loss: 0.0312249 | Time: 1178.6 ms [2022-03-07 09:05:38 main:574] : INFO : Epoch 1677 | loss: 0.0312222 | val_loss: 0.0312258 | Time: 1178.45 ms [2022-03-07 09:05:39 main:574] : INFO : Epoch 1678 | loss: 0.0312212 | val_loss: 0.0312247 | Time: 1191.6 ms [2022-03-07 09:05:40 main:574] : INFO : Epoch 1679 | loss: 0.0312224 | val_loss: 0.03123 | Time: 1197.45 ms [2022-03-07 09:05:41 main:574] : INFO : Epoch 1680 | loss: 0.0312214 | val_loss: 0.0312279 | Time: 1197.58 ms [2022-03-07 09:05:43 main:574] : INFO : Epoch 1681 | loss: 0.0312216 | val_loss: 0.0312251 | Time: 1185.73 ms [2022-03-07 09:05:44 main:574] : INFO : Epoch 1682 | loss: 0.0312213 | val_loss: 0.031226 | Time: 1200.73 ms [2022-03-07 09:05:45 main:574] : INFO : Epoch 1683 | loss: 0.0312207 | val_loss: 0.0312246 | Time: 1178.21 ms [2022-03-07 09:05:46 main:574] : INFO : Epoch 1684 | loss: 0.0312209 | val_loss: 0.0312245 | Time: 1181.77 ms [2022-03-07 09:05:47 main:574] : INFO : Epoch 1685 | loss: 0.0312217 | val_loss: 0.031224 | Time: 1176.85 ms [2022-03-07 09:05:49 main:574] : INFO : Epoch 1686 | loss: 0.0312209 | val_loss: 0.0312239 | Time: 1180.56 ms [2022-03-07 09:05:50 main:574] : INFO : Epoch 1687 | loss: 0.0312215 | val_loss: 0.0312245 | Time: 1181.58 ms [2022-03-07 09:05:51 main:574] : INFO : Epoch 1688 | loss: 0.0312218 | val_loss: 0.0312291 | Time: 1177.64 ms [2022-03-07 09:05:52 main:574] : INFO : Epoch 1689 | loss: 0.0312217 | val_loss: 0.031227 | Time: 1206.65 ms [2022-03-07 09:05:53 main:574] : INFO : Epoch 1690 | loss: 0.0312215 | val_loss: 0.0312259 | Time: 1198.16 ms [2022-03-07 09:05:54 main:574] : INFO : Epoch 1691 | loss: 0.0312209 | val_loss: 0.0312242 | Time: 1185.2 ms [2022-03-07 09:05:56 main:574] : INFO : Epoch 1692 | loss: 0.0312208 | val_loss: 0.0312237 | Time: 1195.17 ms [2022-03-07 09:05:57 main:574] : INFO : Epoch 1693 | loss: 0.0312215 | val_loss: 0.0312283 | Time: 1199.84 ms [2022-03-07 09:05:58 main:574] : INFO : Epoch 1694 | loss: 0.0312208 | val_loss: 0.0312243 | Time: 1214.94 ms [2022-03-07 09:05:59 main:574] : INFO : Epoch 1695 | loss: 0.0312196 | val_loss: 0.0312242 | Time: 1190.27 ms [2022-03-07 09:06:00 main:574] : INFO : Epoch 1696 | loss: 0.0312214 | val_loss: 0.0312259 | Time: 1207.09 ms [2022-03-07 09:06:02 main:574] : INFO : Epoch 1697 | loss: 0.0312212 | val_loss: 0.0312258 | Time: 1206.24 ms [2022-03-07 09:06:03 main:574] : INFO : Epoch 1698 | loss: 0.0312232 | val_loss: 0.0312347 | Time: 1176.3 ms [2022-03-07 09:06:04 main:574] : INFO : Epoch 1699 | loss: 0.0312276 | val_loss: 0.0312385 | Time: 1188.04 ms [2022-03-07 09:06:05 main:574] : INFO : Epoch 1700 | loss: 0.0325185 | val_loss: 0.0350681 | Time: 1185.38 ms [2022-03-07 09:06:06 main:574] : INFO : Epoch 1701 | loss: 0.045486 | val_loss: 0.0323217 | Time: 1192.32 ms [2022-03-07 09:06:08 main:574] : INFO : Epoch 1702 | loss: 0.0372258 | val_loss: 0.0328853 | Time: 1180.89 ms [2022-03-07 09:06:09 main:574] : INFO : Epoch 1703 | loss: 0.0320414 | val_loss: 0.0313121 | Time: 1178.69 ms [2022-03-07 09:06:10 main:574] : INFO : Epoch 1704 | loss: 0.0313844 | val_loss: 0.0313119 | Time: 1185.85 ms [2022-03-07 09:06:11 main:574] : INFO : Epoch 1705 | loss: 0.0312719 | val_loss: 0.0312606 | Time: 1190.37 ms [2022-03-07 09:06:12 main:574] : INFO : Epoch 1706 | loss: 0.0312537 | val_loss: 0.0312485 | Time: 1174.45 ms [2022-03-07 09:06:14 main:574] : INFO : Epoch 1707 | loss: 0.0312489 | val_loss: 0.0312472 | Time: 1197.5 ms [2022-03-07 09:06:15 main:574] : INFO : Epoch 1708 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 1173.5 ms [2022-03-07 09:06:16 main:574] : INFO : Epoch 1709 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 1176.28 ms [2022-03-07 09:06:17 main:574] : INFO : Epoch 1710 | loss: 0.0312452 | val_loss: 0.0312436 | Time: 1180.98 ms [2022-03-07 09:06:18 main:574] : INFO : Epoch 1711 | loss: 0.0312437 | val_loss: 0.0312424 | Time: 1186.33 ms [2022-03-07 09:06:19 main:574] : INFO : Epoch 1712 | loss: 0.031243 | val_loss: 0.0312412 | Time: 1181.83 ms [2022-03-07 09:06:21 main:574] : INFO : Epoch 1713 | loss: 0.0312412 | val_loss: 0.0312399 | Time: 1205.88 ms [2022-03-07 09:06:22 main:574] : INFO : Epoch 1714 | loss: 0.0312397 | val_loss: 0.0312382 | Time: 1182.74 ms [2022-03-07 09:06:23 main:574] : INFO : Epoch 1715 | loss: 0.0312394 | val_loss: 0.0312378 | Time: 1206.3 ms [2022-03-07 09:06:24 main:574] : INFO : Epoch 1716 | loss: 0.0312383 | val_loss: 0.0312384 | Time: 1184.72 ms [2022-03-07 09:06:25 main:574] : INFO : Epoch 1717 | loss: 0.0312373 | val_loss: 0.0312353 | Time: 1183.42 ms [2022-03-07 09:06:27 main:574] : INFO : Epoch 1718 | loss: 0.0312359 | val_loss: 0.0312344 | Time: 1204.67 ms [2022-03-07 09:06:28 main:574] : INFO : Epoch 1719 | loss: 0.0312348 | val_loss: 0.0312335 | Time: 1182.58 ms [2022-03-07 09:06:29 main:574] : INFO : Epoch 1720 | loss: 0.0312336 | val_loss: 0.0312334 | Time: 1192.28 ms [2022-03-07 09:06:30 main:574] : INFO : Epoch 1721 | loss: 0.0312331 | val_loss: 0.0312322 | Time: 1189.93 ms [2022-03-07 09:06:31 main:574] : INFO : Epoch 1722 | loss: 0.0312334 | val_loss: 0.0312344 | Time: 1195.68 ms [2022-03-07 09:06:33 main:574] : INFO : Epoch 1723 | loss: 0.0312314 | val_loss: 0.0312313 | Time: 1188.48 ms [2022-03-07 09:06:34 main:574] : INFO : Epoch 1724 | loss: 0.031231 | val_loss: 0.0312303 | Time: 1198.98 ms [2022-03-07 09:06:35 main:574] : INFO : Epoch 1725 | loss: 0.03123 | val_loss: 0.0312308 | Time: 1188.32 ms [2022-03-07 09:06:36 main:574] : INFO : Epoch 1726 | loss: 0.0312302 | val_loss: 0.0312295 | Time: 1195.61 ms [2022-03-07 09:06:37 main:574] : INFO : Epoch 1727 | loss: 0.0312296 | val_loss: 0.0312299 | Time: 1189.84 ms [2022-03-07 09:06:39 main:574] : INFO : Epoch 1728 | loss: 0.0312296 | val_loss: 0.0312325 | Time: 1195.28 ms [2022-03-07 09:06:40 main:574] : INFO : Epoch 1729 | loss: 0.0312286 | val_loss: 0.0312284 | Time: 1172.43 ms [2022-03-07 09:06:41 main:574] : INFO : Epoch 1730 | loss: 0.0312288 | val_loss: 0.0312281 | Time: 1166.12 ms [2022-03-07 09:06:42 main:574] : INFO : Epoch 1731 | loss: 0.031228 | val_loss: 0.0312287 | Time: 1187.3 ms [2022-03-07 09:06:43 main:574] : INFO : Epoch 1732 | loss: 0.0312277 | val_loss: 0.0312287 | Time: 1191.69 ms [2022-03-07 09:06:44 main:574] : INFO : Epoch 1733 | loss: 0.0312282 | val_loss: 0.0312304 | Time: 1202.62 ms [2022-03-07 09:06:46 main:574] : INFO : Epoch 1734 | loss: 0.0312277 | val_loss: 0.031228 | Time: 1203.89 ms [2022-03-07 09:06:47 main:574] : INFO : Epoch 1735 | loss: 0.0312283 | val_loss: 0.0312299 | Time: 1189.25 ms [2022-03-07 09:06:48 main:574] : INFO : Epoch 1736 | loss: 0.0312277 | val_loss: 0.0312278 | Time: 1188.58 ms [2022-03-07 09:06:49 main:574] : INFO : Epoch 1737 | loss: 0.0312271 | val_loss: 0.0312279 | Time: 1201.88 ms [2022-03-07 09:06:50 main:574] : INFO : Epoch 1738 | loss: 0.0312271 | val_loss: 0.0312281 | Time: 1191.04 ms [2022-03-07 09:06:52 main:574] : INFO : Epoch 1739 | loss: 0.0312276 | val_loss: 0.0312288 | Time: 1177.94 ms [2022-03-07 09:06:53 main:574] : INFO : Epoch 1740 | loss: 0.0312273 | val_loss: 0.0312279 | Time: 1189.53 ms [2022-03-07 09:06:54 main:574] : INFO : Epoch 1741 | loss: 0.031227 | val_loss: 0.0312281 | Time: 1205.77 ms [2022-03-07 09:06:55 main:574] : INFO : Epoch 1742 | loss: 0.0312265 | val_loss: 0.0312274 | Time: 1188.05 ms [2022-03-07 09:06:56 main:574] : INFO : Epoch 1743 | loss: 0.0312263 | val_loss: 0.0312273 | Time: 1190.3 ms [2022-03-07 09:06:58 main:574] : INFO : Epoch 1744 | loss: 0.0312264 | val_loss: 0.0312282 | Time: 1202.78 ms [2022-03-07 09:06:59 main:574] : INFO : Epoch 1745 | loss: 0.0312264 | val_loss: 0.0312272 | Time: 1187.92 ms [2022-03-07 09:07:00 main:574] : INFO : Epoch 1746 | loss: 0.0312259 | val_loss: 0.0312277 | Time: 1179.91 ms [2022-03-07 09:07:01 main:574] : INFO : Epoch 1747 | loss: 0.031226 | val_loss: 0.0312269 | Time: 1188.38 ms [2022-03-07 09:07:02 main:574] : INFO : Epoch 1748 | loss: 0.0312269 | val_loss: 0.0312306 | Time: 1194.28 ms [2022-03-07 09:07:04 main:574] : INFO : Epoch 1749 | loss: 0.0312276 | val_loss: 0.0312268 | Time: 1188.92 ms [2022-03-07 09:07:05 main:574] : INFO : Epoch 1750 | loss: 0.0312254 | val_loss: 0.0312266 | Time: 1203.56 ms [2022-03-07 09:07:06 main:574] : INFO : Epoch 1751 | loss: 0.0312253 | val_loss: 0.0312275 | Time: 1181.06 ms [2022-03-07 09:07:07 main:574] : INFO : Epoch 1752 | loss: 0.0312257 | val_loss: 0.0312263 | Time: 1192.25 ms [2022-03-07 09:07:08 main:574] : INFO : Epoch 1753 | loss: 0.0312252 | val_loss: 0.0312263 | Time: 1200.43 ms [2022-03-07 09:07:10 main:574] : INFO : Epoch 1754 | loss: 0.0312253 | val_loss: 0.0312261 | Time: 1198.61 ms [2022-03-07 09:07:11 main:574] : INFO : Epoch 1755 | loss: 0.0312249 | val_loss: 0.0312261 | Time: 1184.96 ms [2022-03-07 09:07:12 main:574] : INFO : Epoch 1756 | loss: 0.0312252 | val_loss: 0.0312296 | Time: 1192.33 ms [2022-03-07 09:07:13 main:574] : INFO : Epoch 1757 | loss: 0.0312251 | val_loss: 0.0312271 | Time: 1179.15 ms [2022-03-07 09:07:14 main:574] : INFO : Epoch 1758 | loss: 0.0312249 | val_loss: 0.031226 | Time: 1201.13 ms [2022-03-07 09:07:16 main:574] : INFO : Epoch 1759 | loss: 0.0312252 | val_loss: 0.0312262 | Time: 1191.91 ms [2022-03-07 09:07:17 main:574] : INFO : Epoch 1760 | loss: 0.0312253 | val_loss: 0.0312265 | Time: 1181.96 ms [2022-03-07 09:07:18 main:574] : INFO : Epoch 1761 | loss: 0.0312252 | val_loss: 0.0312265 | Time: 1194.29 ms [2022-03-07 09:07:19 main:574] : INFO : Epoch 1762 | loss: 0.0312246 | val_loss: 0.0312251 | Time: 1182.25 ms [2022-03-07 09:07:20 main:574] : INFO : Epoch 1763 | loss: 0.0312242 | val_loss: 0.0312255 | Time: 1189.37 ms [2022-03-07 09:07:21 main:574] : INFO : Epoch 1764 | loss: 0.031224 | val_loss: 0.0312265 | Time: 1184.02 ms [2022-03-07 09:07:23 main:574] : INFO : Epoch 1765 | loss: 0.0312276 | val_loss: 0.0312305 | Time: 1181.57 ms [2022-03-07 09:07:24 main:574] : INFO : Epoch 1766 | loss: 0.0312275 | val_loss: 0.031225 | Time: 1178.71 ms [2022-03-07 09:07:25 main:574] : INFO : Epoch 1767 | loss: 0.0312243 | val_loss: 0.0312263 | Time: 1179.61 ms [2022-03-07 09:07:26 main:574] : INFO : Epoch 1768 | loss: 0.0312237 | val_loss: 0.0312248 | Time: 1195.99 ms [2022-03-07 09:07:27 main:574] : INFO : Epoch 1769 | loss: 0.0312239 | val_loss: 0.0312243 | Time: 1179.15 ms [2022-03-07 09:07:29 main:574] : INFO : Epoch 1770 | loss: 0.0312232 | val_loss: 0.0312244 | Time: 1193.92 ms [2022-03-07 09:07:30 main:574] : INFO : Epoch 1771 | loss: 0.0312237 | val_loss: 0.0312256 | Time: 1206.43 ms [2022-03-07 09:07:31 main:574] : INFO : Epoch 1772 | loss: 0.031224 | val_loss: 0.0312244 | Time: 1199.5 ms [2022-03-07 09:07:32 main:574] : INFO : Epoch 1773 | loss: 0.0312238 | val_loss: 0.0312251 | Time: 1318.62 ms [2022-03-07 09:07:34 main:574] : INFO : Epoch 1774 | loss: 0.031223 | val_loss: 0.0312242 | Time: 1380.74 ms [2022-03-07 09:07:35 main:574] : INFO : Epoch 1775 | loss: 0.031223 | val_loss: 0.0312238 | Time: 1189.58 ms [2022-03-07 09:07:36 main:574] : INFO : Epoch 1776 | loss: 0.0312229 | val_loss: 0.031224 | Time: 1203.3 ms [2022-03-07 09:07:37 main:574] : INFO : Epoch 1777 | loss: 0.0312229 | val_loss: 0.0312242 | Time: 1194.29 ms [2022-03-07 09:07:39 main:574] : INFO : Epoch 1778 | loss: 0.0312229 | val_loss: 0.0312254 | Time: 1193.97 ms [2022-03-07 09:07:40 main:574] : INFO : Epoch 1779 | loss: 0.031223 | val_loss: 0.031224 | Time: 1208.02 ms [2022-03-07 09:07:41 main:574] : INFO : Epoch 1780 | loss: 0.0312227 | val_loss: 0.0312237 | Time: 1204.97 ms [2022-03-07 09:07:42 main:574] : INFO : Epoch 1781 | loss: 0.0312232 | val_loss: 0.0312239 | Time: 1194.08 ms [2022-03-07 09:07:43 main:574] : INFO : Epoch 1782 | loss: 0.0312227 | val_loss: 0.0312248 | Time: 1184.37 ms [2022-03-07 09:07:45 main:574] : INFO : Epoch 1783 | loss: 0.031224 | val_loss: 0.0312275 | Time: 1191.63 ms [2022-03-07 09:07:46 main:574] : INFO : Epoch 1784 | loss: 0.031223 | val_loss: 0.0312236 | Time: 1210.86 ms [2022-03-07 09:07:47 main:574] : INFO : Epoch 1785 | loss: 0.0312231 | val_loss: 0.0312238 | Time: 1180.57 ms [2022-03-07 09:07:48 main:574] : INFO : Epoch 1786 | loss: 0.0312228 | val_loss: 0.0312278 | Time: 1183.79 ms [2022-03-07 09:07:49 main:574] : INFO : Epoch 1787 | loss: 0.0312233 | val_loss: 0.0312262 | Time: 1181.49 ms [2022-03-07 09:07:51 main:574] : INFO : Epoch 1788 | loss: 0.0312227 | val_loss: 0.0312244 | Time: 1196.04 ms [2022-03-07 09:07:52 main:574] : INFO : Epoch 1789 | loss: 0.0312227 | val_loss: 0.0312239 | Time: 1188.36 ms [2022-03-07 09:07:53 main:574] : INFO : Epoch 1790 | loss: 0.031223 | val_loss: 0.0312236 | Time: 1212.64 ms [2022-03-07 09:07:54 main:574] : INFO : Epoch 1791 | loss: 0.0312225 | val_loss: 0.0312245 | Time: 1174.82 ms [2022-03-07 09:07:55 main:574] : INFO : Epoch 1792 | loss: 0.0312223 | val_loss: 0.0312235 | Time: 1192.55 ms [2022-03-07 09:07:56 main:574] : INFO : Epoch 1793 | loss: 0.031222 | val_loss: 0.0312236 | Time: 1188.85 ms [2022-03-07 09:07:58 main:574] : INFO : Epoch 1794 | loss: 0.031222 | val_loss: 0.0312232 | Time: 1201.2 ms [2022-03-07 09:07:59 main:574] : INFO : Epoch 1795 | loss: 0.0312219 | val_loss: 0.0312232 | Time: 1183.97 ms [2022-03-07 09:08:00 main:574] : INFO : Epoch 1796 | loss: 0.0312221 | val_loss: 0.0312249 | Time: 1192.98 ms [2022-03-07 09:08:01 main:574] : INFO : Epoch 1797 | loss: 0.0312228 | val_loss: 0.0312232 | Time: 1191.92 ms [2022-03-07 09:08:02 main:574] : INFO : Epoch 1798 | loss: 0.0312221 | val_loss: 0.0312251 | Time: 1196.11 ms [2022-03-07 09:08:04 main:574] : INFO : Epoch 1799 | loss: 0.0312223 | val_loss: 0.0312237 | Time: 1192.47 ms [2022-03-07 09:08:05 main:574] : INFO : Epoch 1800 | loss: 0.0312217 | val_loss: 0.0312243 | Time: 1211.2 ms [2022-03-07 09:08:06 main:574] : INFO : Epoch 1801 | loss: 0.0312216 | val_loss: 0.0312244 | Time: 1211.5 ms [2022-03-07 09:08:07 main:574] : INFO : Epoch 1802 | loss: 0.0312219 | val_loss: 0.0312235 | Time: 1204.76 ms [2022-03-07 09:08:08 main:574] : INFO : Epoch 1803 | loss: 0.0312224 | val_loss: 0.0312258 | Time: 1195.41 ms [2022-03-07 09:08:10 main:574] : INFO : Epoch 1804 | loss: 0.0312227 | val_loss: 0.0312248 | Time: 1193.11 ms [2022-03-07 09:08:11 main:574] : INFO : Epoch 1805 | loss: 0.0312221 | val_loss: 0.0312256 | Time: 1196.98 ms [2022-03-07 09:08:12 main:574] : INFO : Epoch 1806 | loss: 0.0312228 | val_loss: 0.0312269 | Time: 1187.7 ms [2022-03-07 09:08:13 main:574] : INFO : Epoch 1807 | loss: 0.0312243 | val_loss: 0.0312255 | Time: 1191.37 ms [2022-03-07 09:08:14 main:574] : INFO : Epoch 1808 | loss: 0.0312235 | val_loss: 0.0312231 | Time: 1188.43 ms [2022-03-07 09:08:16 main:574] : INFO : Epoch 1809 | loss: 0.0312215 | val_loss: 0.0312255 | Time: 1171.08 ms [2022-03-07 09:08:17 main:574] : INFO : Epoch 1810 | loss: 0.0312247 | val_loss: 0.0312309 | Time: 1198.02 ms [2022-03-07 09:08:18 main:574] : INFO : Epoch 1811 | loss: 0.0312248 | val_loss: 0.0312253 | Time: 1193.66 ms [2022-03-07 09:08:19 main:574] : INFO : Epoch 1812 | loss: 0.0312223 | val_loss: 0.0312237 | Time: 1187.8 ms [2022-03-07 09:08:20 main:574] : INFO : Epoch 1813 | loss: 0.0312213 | val_loss: 0.0312228 | Time: 1188.89 ms [2022-03-07 09:08:22 main:574] : INFO : Epoch 1814 | loss: 0.031222 | val_loss: 0.0312257 | Time: 1204.48 ms [2022-03-07 09:08:23 main:574] : INFO : Epoch 1815 | loss: 0.0312214 | val_loss: 0.0312234 | Time: 1181.33 ms [2022-03-07 09:08:24 main:574] : INFO : Epoch 1816 | loss: 0.0312228 | val_loss: 0.0312253 | Time: 1204.71 ms [2022-03-07 09:08:25 main:574] : INFO : Epoch 1817 | loss: 0.0312223 | val_loss: 0.0312232 | Time: 1223.74 ms [2022-03-07 09:08:27 main:574] : INFO : Epoch 1818 | loss: 0.0312233 | val_loss: 0.0312255 | Time: 1433.57 ms [2022-03-07 09:08:28 main:574] : INFO : Epoch 1819 | loss: 0.0312221 | val_loss: 0.0312249 | Time: 1222.3 ms [2022-03-07 09:08:29 main:574] : INFO : Epoch 1820 | loss: 0.0312214 | val_loss: 0.0312251 | Time: 1185.13 ms [2022-03-07 09:08:30 main:574] : INFO : Epoch 1821 | loss: 0.0312253 | val_loss: 0.0312242 | Time: 1191.7 ms [2022-03-07 09:08:32 main:574] : INFO : Epoch 1822 | loss: 0.0312246 | val_loss: 0.0312254 | Time: 1208.05 ms [2022-03-07 09:08:33 main:574] : INFO : Epoch 1823 | loss: 0.0312225 | val_loss: 0.031224 | Time: 1194.14 ms [2022-03-07 09:08:34 main:574] : INFO : Epoch 1824 | loss: 0.0312228 | val_loss: 0.0312243 | Time: 1204.46 ms [2022-03-07 09:08:35 main:574] : INFO : Epoch 1825 | loss: 0.0312237 | val_loss: 0.0312253 | Time: 1171.24 ms [2022-03-07 09:08:36 main:574] : INFO : Epoch 1826 | loss: 0.0312225 | val_loss: 0.0312233 | Time: 1193.03 ms [2022-03-07 09:08:37 main:574] : INFO : Epoch 1827 | loss: 0.0312207 | val_loss: 0.0312233 | Time: 1207.47 ms [2022-03-07 09:08:39 main:574] : INFO : Epoch 1828 | loss: 0.031221 | val_loss: 0.0312246 | Time: 1208.84 ms [2022-03-07 09:08:40 main:574] : INFO : Epoch 1829 | loss: 0.0312219 | val_loss: 0.0312249 | Time: 1203.33 ms [2022-03-07 09:08:41 main:574] : INFO : Epoch 1830 | loss: 0.0312229 | val_loss: 0.0312257 | Time: 1195.62 ms [2022-03-07 09:08:42 main:574] : INFO : Epoch 1831 | loss: 0.0312229 | val_loss: 0.0312269 | Time: 1198.42 ms [2022-03-07 09:08:44 main:574] : INFO : Epoch 1832 | loss: 0.0312218 | val_loss: 0.0312254 | Time: 1206.96 ms [2022-03-07 09:08:45 main:574] : INFO : Epoch 1833 | loss: 0.0312216 | val_loss: 0.0312235 | Time: 1204.24 ms [2022-03-07 09:08:46 main:574] : INFO : Epoch 1834 | loss: 0.031221 | val_loss: 0.0312239 | Time: 1331.14 ms [2022-03-07 09:08:47 main:574] : INFO : Epoch 1835 | loss: 0.0312213 | val_loss: 0.0312231 | Time: 1252.74 ms [2022-03-07 09:08:49 main:574] : INFO : Epoch 1836 | loss: 0.0312204 | val_loss: 0.0312228 | Time: 1194.54 ms [2022-03-07 09:08:50 main:574] : INFO : Epoch 1837 | loss: 0.0312212 | val_loss: 0.0312247 | Time: 1193.58 ms [2022-03-07 09:08:51 main:574] : INFO : Epoch 1838 | loss: 0.0312219 | val_loss: 0.0312265 | Time: 1197.38 ms [2022-03-07 09:08:52 main:574] : INFO : Epoch 1839 | loss: 0.0312209 | val_loss: 0.0312237 | Time: 1198.21 ms [2022-03-07 09:08:53 main:574] : INFO : Epoch 1840 | loss: 0.0312226 | val_loss: 0.0312256 | Time: 1199.94 ms [2022-03-07 09:08:55 main:574] : INFO : Epoch 1841 | loss: 0.0312225 | val_loss: 0.0312234 | Time: 1217 ms [2022-03-07 09:08:56 main:574] : INFO : Epoch 1842 | loss: 0.0312219 | val_loss: 0.0312255 | Time: 1203.92 ms [2022-03-07 09:08:57 main:574] : INFO : Epoch 1843 | loss: 0.0312219 | val_loss: 0.0312242 | Time: 1197.86 ms [2022-03-07 09:08:58 main:574] : INFO : Epoch 1844 | loss: 0.0312203 | val_loss: 0.0312232 | Time: 1201.27 ms [2022-03-07 09:08:59 main:574] : INFO : Epoch 1845 | loss: 0.0312199 | val_loss: 0.0312228 | Time: 1206.27 ms [2022-03-07 09:09:01 main:574] : INFO : Epoch 1846 | loss: 0.03122 | val_loss: 0.0312237 | Time: 1200.46 ms [2022-03-07 09:09:02 main:574] : INFO : Epoch 1847 | loss: 0.0312203 | val_loss: 0.0312269 | Time: 1202.49 ms [2022-03-07 09:09:03 main:574] : INFO : Epoch 1848 | loss: 0.0312223 | val_loss: 0.0312291 | Time: 1213.95 ms [2022-03-07 09:09:04 main:574] : INFO : Epoch 1849 | loss: 0.0312213 | val_loss: 0.0312248 | Time: 1202.03 ms [2022-03-07 09:09:05 main:574] : INFO : Epoch 1850 | loss: 0.0312206 | val_loss: 0.0312236 | Time: 1197.29 ms [2022-03-07 09:09:07 main:574] : INFO : Epoch 1851 | loss: 0.0312214 | val_loss: 0.0312233 | Time: 1192 ms [2022-03-07 09:09:08 main:574] : INFO : Epoch 1852 | loss: 0.0312202 | val_loss: 0.0312242 | Time: 1216.79 ms [2022-03-07 09:09:09 main:574] : INFO : Epoch 1853 | loss: 0.0312205 | val_loss: 0.0312255 | Time: 1194.64 ms [2022-03-07 09:09:10 main:574] : INFO : Epoch 1854 | loss: 0.0312202 | val_loss: 0.0312239 | Time: 1191.98 ms [2022-03-07 09:09:11 main:574] : INFO : Epoch 1855 | loss: 0.0312211 | val_loss: 0.0312265 | Time: 1180.64 ms [2022-03-07 09:09:13 main:574] : INFO : Epoch 1856 | loss: 0.0312205 | val_loss: 0.0312237 | Time: 1194.44 ms [2022-03-07 09:09:14 main:574] : INFO : Epoch 1857 | loss: 0.0312205 | val_loss: 0.0312268 | Time: 1205.67 ms [2022-03-07 09:09:15 main:574] : INFO : Epoch 1858 | loss: 0.0312223 | val_loss: 0.031223 | Time: 1192.69 ms [2022-03-07 09:09:16 main:574] : INFO : Epoch 1859 | loss: 0.0312224 | val_loss: 0.0312264 | Time: 1202.42 ms [2022-03-07 09:09:17 main:574] : INFO : Epoch 1860 | loss: 0.0312212 | val_loss: 0.031224 | Time: 1188.92 ms [2022-03-07 09:09:19 main:574] : INFO : Epoch 1861 | loss: 0.0312211 | val_loss: 0.0312244 | Time: 1179.22 ms [2022-03-07 09:09:20 main:574] : INFO : Epoch 1862 | loss: 0.0312201 | val_loss: 0.0312239 | Time: 1203.84 ms [2022-03-07 09:09:21 main:574] : INFO : Epoch 1863 | loss: 0.0312197 | val_loss: 0.0312254 | Time: 1191.78 ms [2022-03-07 09:09:22 main:574] : INFO : Epoch 1864 | loss: 0.0312213 | val_loss: 0.0312236 | Time: 1210.62 ms [2022-03-07 09:09:23 main:574] : INFO : Epoch 1865 | loss: 0.0312199 | val_loss: 0.0312261 | Time: 1189.94 ms [2022-03-07 09:09:25 main:574] : INFO : Epoch 1866 | loss: 0.0312209 | val_loss: 0.031223 | Time: 1205.89 ms [2022-03-07 09:09:26 main:574] : INFO : Epoch 1867 | loss: 0.03122 | val_loss: 0.0312258 | Time: 1229.4 ms [2022-03-07 09:09:27 main:574] : INFO : Epoch 1868 | loss: 0.0312208 | val_loss: 0.0312224 | Time: 1400.53 ms [2022-03-07 09:09:28 main:574] : INFO : Epoch 1869 | loss: 0.0312204 | val_loss: 0.0312259 | Time: 1185.77 ms [2022-03-07 09:09:30 main:574] : INFO : Epoch 1870 | loss: 0.0312195 | val_loss: 0.0312224 | Time: 1193.38 ms [2022-03-07 09:09:31 main:574] : INFO : Epoch 1871 | loss: 0.0312197 | val_loss: 0.0312238 | Time: 1194.09 ms [2022-03-07 09:09:32 main:574] : INFO : Epoch 1872 | loss: 0.0312193 | val_loss: 0.0312222 | Time: 1197.16 ms [2022-03-07 09:09:33 main:574] : INFO : Epoch 1873 | loss: 0.0312194 | val_loss: 0.0312253 | Time: 1203.55 ms [2022-03-07 09:09:34 main:574] : INFO : Epoch 1874 | loss: 0.0312197 | val_loss: 0.0312222 | Time: 1198.09 ms [2022-03-07 09:09:36 main:574] : INFO : Epoch 1875 | loss: 0.0312192 | val_loss: 0.0312232 | Time: 1200.11 ms [2022-03-07 09:09:37 main:574] : INFO : Epoch 1876 | loss: 0.0312207 | val_loss: 0.031224 | Time: 1190.89 ms [2022-03-07 09:09:38 main:574] : INFO : Epoch 1877 | loss: 0.0312193 | val_loss: 0.0312223 | Time: 1203.26 ms [2022-03-07 09:09:39 main:574] : INFO : Epoch 1878 | loss: 0.0312203 | val_loss: 0.0312234 | Time: 1221.75 ms [2022-03-07 09:09:40 main:574] : INFO : Epoch 1879 | loss: 0.0312201 | val_loss: 0.0312246 | Time: 1204.17 ms [2022-03-07 09:09:42 main:574] : INFO : Epoch 1880 | loss: 0.0312191 | val_loss: 0.0312236 | Time: 1186.82 ms [2022-03-07 09:09:43 main:574] : INFO : Epoch 1881 | loss: 0.0312205 | val_loss: 0.0312275 | Time: 1187.03 ms [2022-03-07 09:09:44 main:574] : INFO : Epoch 1882 | loss: 0.0312204 | val_loss: 0.0312231 | Time: 1220.26 ms [2022-03-07 09:09:45 main:574] : INFO : Epoch 1883 | loss: 0.0312197 | val_loss: 0.0312227 | Time: 1388.47 ms [2022-03-07 09:09:47 main:574] : INFO : Epoch 1884 | loss: 0.0312204 | val_loss: 0.0312214 | Time: 1215.26 ms [2022-03-07 09:09:48 main:574] : INFO : Epoch 1885 | loss: 0.0312192 | val_loss: 0.031225 | Time: 1200.14 ms [2022-03-07 09:09:49 main:574] : INFO : Epoch 1886 | loss: 0.0312197 | val_loss: 0.0312229 | Time: 1469.52 ms [2022-03-07 09:09:51 main:574] : INFO : Epoch 1887 | loss: 0.0312201 | val_loss: 0.0312229 | Time: 1181.22 ms [2022-03-07 09:09:52 main:574] : INFO : Epoch 1888 | loss: 0.031222 | val_loss: 0.0312254 | Time: 1188.73 ms [2022-03-07 09:09:53 main:574] : INFO : Epoch 1889 | loss: 0.0312193 | val_loss: 0.0312216 | Time: 1204.38 ms [2022-03-07 09:09:55 main:574] : INFO : Epoch 1890 | loss: 0.0312181 | val_loss: 0.0312213 | Time: 1186.44 ms [2022-03-07 09:09:56 main:574] : INFO : Epoch 1891 | loss: 0.0312188 | val_loss: 0.0312217 | Time: 1198.2 ms [2022-03-07 09:09:57 main:574] : INFO : Epoch 1892 | loss: 0.0312185 | val_loss: 0.0312241 | Time: 1189.58 ms [2022-03-07 09:09:58 main:574] : INFO : Epoch 1893 | loss: 0.0312189 | val_loss: 0.0312214 | Time: 1185.5 ms [2022-03-07 09:09:59 main:574] : INFO : Epoch 1894 | loss: 0.0312182 | val_loss: 0.0312231 | Time: 1196.35 ms [2022-03-07 09:10:01 main:574] : INFO : Epoch 1895 | loss: 0.0312187 | val_loss: 0.0312208 | Time: 1198.07 ms [2022-03-07 09:10:02 main:574] : INFO : Epoch 1896 | loss: 0.0312187 | val_loss: 0.031221 | Time: 1200.6 ms [2022-03-07 09:10:03 main:574] : INFO : Epoch 1897 | loss: 0.0312175 | val_loss: 0.031221 | Time: 1198.71 ms [2022-03-07 09:10:04 main:574] : INFO : Epoch 1898 | loss: 0.0312181 | val_loss: 0.0312264 | Time: 1199.58 ms [2022-03-07 09:10:05 main:574] : INFO : Epoch 1899 | loss: 0.0312185 | val_loss: 0.031224 | Time: 1191.88 ms [2022-03-07 09:10:07 main:574] : INFO : Epoch 1900 | loss: 0.0312209 | val_loss: 0.031226 | Time: 1182.23 ms [2022-03-07 09:10:08 main:574] : INFO : Epoch 1901 | loss: 0.0312194 | val_loss: 0.0312229 | Time: 1193.11 ms [2022-03-07 09:10:09 main:574] : INFO : Epoch 1902 | loss: 0.0312187 | val_loss: 0.0312234 | Time: 1207.82 ms [2022-03-07 09:10:10 main:574] : INFO : Epoch 1903 | loss: 0.0312194 | val_loss: 0.0312212 | Time: 1203.28 ms [2022-03-07 09:10:11 main:574] : INFO : Epoch 1904 | loss: 0.0312197 | val_loss: 0.0312214 | Time: 1192.08 ms [2022-03-07 09:10:13 main:574] : INFO : Epoch 1905 | loss: 0.0312198 | val_loss: 0.0312273 | Time: 1289.75 ms [2022-03-07 09:10:14 main:574] : INFO : Epoch 1906 | loss: 0.0312219 | val_loss: 0.0312235 | Time: 1291.12 ms [2022-03-07 09:10:15 main:574] : INFO : Epoch 1907 | loss: 0.0312224 | val_loss: 0.031226 | Time: 1188.64 ms [2022-03-07 09:10:17 main:574] : INFO : Epoch 1908 | loss: 0.031219 | val_loss: 0.0312216 | Time: 1205.49 ms [2022-03-07 09:10:18 main:574] : INFO : Epoch 1909 | loss: 0.031218 | val_loss: 0.0312207 | Time: 1190.61 ms [2022-03-07 09:10:19 main:574] : INFO : Epoch 1910 | loss: 0.0312172 | val_loss: 0.0312213 | Time: 1184.14 ms [2022-03-07 09:10:20 main:574] : INFO : Epoch 1911 | loss: 0.0312179 | val_loss: 0.0312214 | Time: 1188.72 ms [2022-03-07 09:10:21 main:574] : INFO : Epoch 1912 | loss: 0.0312191 | val_loss: 0.0312226 | Time: 1190.07 ms [2022-03-07 09:10:22 main:574] : INFO : Epoch 1913 | loss: 0.0312177 | val_loss: 0.0312212 | Time: 1195.16 ms [2022-03-07 09:10:24 main:574] : INFO : Epoch 1914 | loss: 0.0312173 | val_loss: 0.0312201 | Time: 1200.08 ms [2022-03-07 09:10:25 main:574] : INFO : Epoch 1915 | loss: 0.0312164 | val_loss: 0.0312207 | Time: 1191.42 ms [2022-03-07 09:10:26 main:574] : INFO : Epoch 1916 | loss: 0.0312182 | val_loss: 0.0312212 | Time: 1187.46 ms [2022-03-07 09:10:27 main:574] : INFO : Epoch 1917 | loss: 0.0312167 | val_loss: 0.0312204 | Time: 1196.72 ms [2022-03-07 09:10:28 main:574] : INFO : Epoch 1918 | loss: 0.0312168 | val_loss: 0.031222 | Time: 1221.09 ms [2022-03-07 09:10:30 main:574] : INFO : Epoch 1919 | loss: 0.0312191 | val_loss: 0.0312202 | Time: 1204.68 ms [2022-03-07 09:10:31 main:574] : INFO : Epoch 1920 | loss: 0.0312175 | val_loss: 0.0312233 | Time: 1271.49 ms [2022-03-07 09:10:32 main:574] : INFO : Epoch 1921 | loss: 0.0312163 | val_loss: 0.0312209 | Time: 1361.92 ms [2022-03-07 09:10:34 main:574] : INFO : Epoch 1922 | loss: 0.0312167 | val_loss: 0.0312228 | Time: 1180.78 ms [2022-03-07 09:10:35 main:574] : INFO : Epoch 1923 | loss: 0.0312182 | val_loss: 0.0312204 | Time: 1199.26 ms [2022-03-07 09:10:36 main:574] : INFO : Epoch 1924 | loss: 0.0312175 | val_loss: 0.0312224 | Time: 1194.19 ms [2022-03-07 09:10:37 main:574] : INFO : Epoch 1925 | loss: 0.031218 | val_loss: 0.0312272 | Time: 1214.84 ms [2022-03-07 09:10:39 main:574] : INFO : Epoch 1926 | loss: 0.0312193 | val_loss: 0.0312213 | Time: 1193.13 ms [2022-03-07 09:10:40 main:574] : INFO : Epoch 1927 | loss: 0.0312171 | val_loss: 0.031223 | Time: 1196.83 ms [2022-03-07 09:10:41 main:574] : INFO : Epoch 1928 | loss: 0.0312169 | val_loss: 0.0312208 | Time: 1197.22 ms [2022-03-07 09:10:42 main:574] : INFO : Epoch 1929 | loss: 0.0312162 | val_loss: 0.0312198 | Time: 1173.01 ms [2022-03-07 09:10:43 main:574] : INFO : Epoch 1930 | loss: 0.0312156 | val_loss: 0.0312197 | Time: 1203.3 ms [2022-03-07 09:10:45 main:574] : INFO : Epoch 1931 | loss: 0.0312157 | val_loss: 0.0312207 | Time: 1188.53 ms [2022-03-07 09:10:46 main:574] : INFO : Epoch 1932 | loss: 0.0312164 | val_loss: 0.0312194 | Time: 1203.06 ms [2022-03-07 09:10:47 main:574] : INFO : Epoch 1933 | loss: 0.0312155 | val_loss: 0.0312194 | Time: 1203.82 ms [2022-03-07 09:10:48 main:574] : INFO : Epoch 1934 | loss: 0.0312162 | val_loss: 0.0312194 | Time: 1206.84 ms [2022-03-07 09:10:49 main:574] : INFO : Epoch 1935 | loss: 0.0312169 | val_loss: 0.0312193 | Time: 1203.81 ms [2022-03-07 09:10:51 main:574] : INFO : Epoch 1936 | loss: 0.0312156 | val_loss: 0.0312216 | Time: 1179.59 ms [2022-03-07 09:10:52 main:574] : INFO : Epoch 1937 | loss: 0.0312174 | val_loss: 0.0312259 | Time: 1205.22 ms [2022-03-07 09:10:53 main:574] : INFO : Epoch 1938 | loss: 0.0312197 | val_loss: 0.031227 | Time: 1209.8 ms [2022-03-07 09:10:54 main:574] : INFO : Epoch 1939 | loss: 0.0312195 | val_loss: 0.0312232 | Time: 1210.49 ms [2022-03-07 09:10:55 main:574] : INFO : Epoch 1940 | loss: 0.0312186 | val_loss: 0.0312236 | Time: 1192.03 ms [2022-03-07 09:10:57 main:574] : INFO : Epoch 1941 | loss: 0.0312171 | val_loss: 0.0312228 | Time: 1192.06 ms [2022-03-07 09:10:58 main:574] : INFO : Epoch 1942 | loss: 0.0312154 | val_loss: 0.0312197 | Time: 1196.44 ms [2022-03-07 09:10:59 main:574] : INFO : Epoch 1943 | loss: 0.0312158 | val_loss: 0.0312222 | Time: 1194.66 ms [2022-03-07 09:11:00 main:574] : INFO : Epoch 1944 | loss: 0.0312187 | val_loss: 0.0312231 | Time: 1203.29 ms [2022-03-07 09:11:01 main:574] : INFO : Epoch 1945 | loss: 0.0312174 | val_loss: 0.0312195 | Time: 1196.32 ms [2022-03-07 09:11:03 main:574] : INFO : Epoch 1946 | loss: 0.031216 | val_loss: 0.0312196 | Time: 1191.7 ms [2022-03-07 09:11:04 main:574] : INFO : Epoch 1947 | loss: 0.0312158 | val_loss: 0.0312215 | Time: 1187.6 ms [2022-03-07 09:11:05 main:574] : INFO : Epoch 1948 | loss: 0.0312146 | val_loss: 0.0312198 | Time: 1185.69 ms [2022-03-07 09:11:06 main:574] : INFO : Epoch 1949 | loss: 0.0312176 | val_loss: 0.0312212 | Time: 1179.71 ms [2022-03-07 09:11:07 main:574] : INFO : Epoch 1950 | loss: 0.0312166 | val_loss: 0.0312196 | Time: 1206.54 ms [2022-03-07 09:11:08 main:574] : INFO : Epoch 1951 | loss: 0.0312153 | val_loss: 0.0312208 | Time: 1191.12 ms [2022-03-07 09:11:10 main:574] : INFO : Epoch 1952 | loss: 0.0312152 | val_loss: 0.0312188 | Time: 1200.75 ms [2022-03-07 09:11:11 main:574] : INFO : Epoch 1953 | loss: 0.0312156 | val_loss: 0.0312229 | Time: 1185.01 ms [2022-03-07 09:11:12 main:574] : INFO : Epoch 1954 | loss: 0.0312174 | val_loss: 0.0312203 | Time: 1182.44 ms [2022-03-07 09:11:13 main:574] : INFO : Epoch 1955 | loss: 0.0312164 | val_loss: 0.0312208 | Time: 1197.48 ms [2022-03-07 09:11:14 main:574] : INFO : Epoch 1956 | loss: 0.0312157 | val_loss: 0.0312193 | Time: 1169.31 ms [2022-03-07 09:11:16 main:574] : INFO : Epoch 1957 | loss: 0.0312156 | val_loss: 0.031221 | Time: 1176.57 ms [2022-03-07 09:11:17 main:574] : INFO : Epoch 1958 | loss: 0.0312171 | val_loss: 0.0312191 | Time: 1197.28 ms [2022-03-07 09:11:18 main:574] : INFO : Epoch 1959 | loss: 0.0312145 | val_loss: 0.0312184 | Time: 1194.47 ms [2022-03-07 09:11:19 main:574] : INFO : Epoch 1960 | loss: 0.0312141 | val_loss: 0.0312201 | Time: 1171.53 ms [2022-03-07 09:11:20 main:574] : INFO : Epoch 1961 | loss: 0.0312141 | val_loss: 0.0312181 | Time: 1196.72 ms [2022-03-07 09:11:22 main:574] : INFO : Epoch 1962 | loss: 0.031214 | val_loss: 0.0312191 | Time: 1194.8 ms [2022-03-07 09:11:23 main:574] : INFO : Epoch 1963 | loss: 0.0312148 | val_loss: 0.0312191 | Time: 1204.36 ms [2022-03-07 09:11:24 main:574] : INFO : Epoch 1964 | loss: 0.031216 | val_loss: 0.0312222 | Time: 1182.67 ms [2022-03-07 09:11:25 main:574] : INFO : Epoch 1965 | loss: 0.0312154 | val_loss: 0.0312204 | Time: 1183.24 ms [2022-03-07 09:11:26 main:574] : INFO : Epoch 1966 | loss: 0.0312159 | val_loss: 0.0312202 | Time: 1192.47 ms [2022-03-07 09:11:28 main:574] : INFO : Epoch 1967 | loss: 0.031218 | val_loss: 0.0312224 | Time: 1196.92 ms [2022-03-07 09:11:29 main:574] : INFO : Epoch 1968 | loss: 0.0312166 | val_loss: 0.0312189 | Time: 1180.29 ms [2022-03-07 09:11:30 main:574] : INFO : Epoch 1969 | loss: 0.0312143 | val_loss: 0.0312198 | Time: 1190.06 ms [2022-03-07 09:11:31 main:574] : INFO : Epoch 1970 | loss: 0.0312147 | val_loss: 0.0312194 | Time: 1202.74 ms [2022-03-07 09:11:32 main:574] : INFO : Epoch 1971 | loss: 0.0312142 | val_loss: 0.031219 | Time: 1180.32 ms [2022-03-07 09:11:33 main:574] : INFO : Epoch 1972 | loss: 0.0312148 | val_loss: 0.0312195 | Time: 1189.01 ms [2022-03-07 09:11:35 main:574] : INFO : Epoch 1973 | loss: 0.0312157 | val_loss: 0.0312199 | Time: 1200.22 ms [2022-03-07 09:11:36 main:574] : INFO : Epoch 1974 | loss: 0.0312158 | val_loss: 0.031222 | Time: 1188.96 ms [2022-03-07 09:11:37 main:574] : INFO : Epoch 1975 | loss: 0.0312146 | val_loss: 0.031221 | Time: 1187.57 ms [2022-03-07 09:11:38 main:574] : INFO : Epoch 1976 | loss: 0.0312142 | val_loss: 0.0312195 | Time: 1189.03 ms [2022-03-07 09:11:39 main:574] : INFO : Epoch 1977 | loss: 0.0312133 | val_loss: 0.0312185 | Time: 1199.03 ms [2022-03-07 09:11:41 main:574] : INFO : Epoch 1978 | loss: 0.031214 | val_loss: 0.0312223 | Time: 1189.33 ms [2022-03-07 09:11:42 main:574] : INFO : Epoch 1979 | loss: 0.0312143 | val_loss: 0.0312216 | Time: 1204.75 ms [2022-03-07 09:11:43 main:574] : INFO : Epoch 1980 | loss: 0.0312139 | val_loss: 0.0312231 | Time: 1204.56 ms [2022-03-07 09:11:44 main:574] : INFO : Epoch 1981 | loss: 0.0312145 | val_loss: 0.0312236 | Time: 1191.53 ms [2022-03-07 09:11:45 main:574] : INFO : Epoch 1982 | loss: 0.031216 | val_loss: 0.0312194 | Time: 1208.53 ms [2022-03-07 09:11:47 main:574] : INFO : Epoch 1983 | loss: 0.0312134 | val_loss: 0.0312183 | Time: 1173.98 ms [2022-03-07 09:11:48 main:574] : INFO : Epoch 1984 | loss: 0.0312132 | val_loss: 0.0312197 | Time: 1190.5 ms [2022-03-07 09:11:49 main:574] : INFO : Epoch 1985 | loss: 0.031215 | val_loss: 0.0312209 | Time: 1178.18 ms [2022-03-07 09:11:50 main:574] : INFO : Epoch 1986 | loss: 0.0312143 | val_loss: 0.0312209 | Time: 1170.72 ms [2022-03-07 09:11:51 main:574] : INFO : Epoch 1987 | loss: 0.0312145 | val_loss: 0.0312212 | Time: 1196.34 ms [2022-03-07 09:11:53 main:574] : INFO : Epoch 1988 | loss: 0.0312144 | val_loss: 0.0312205 | Time: 1212.79 ms [2022-03-07 09:11:54 main:574] : INFO : Epoch 1989 | loss: 0.0312136 | val_loss: 0.031221 | Time: 1189.74 ms [2022-03-07 09:11:55 main:574] : INFO : Epoch 1990 | loss: 0.031214 | val_loss: 0.0312208 | Time: 1202.56 ms [2022-03-07 09:11:56 main:574] : INFO : Epoch 1991 | loss: 0.031215 | val_loss: 0.0312197 | Time: 1199.51 ms [2022-03-07 09:11:57 main:574] : INFO : Epoch 1992 | loss: 0.0312146 | val_loss: 0.0312195 | Time: 1188.6 ms [2022-03-07 09:11:59 main:574] : INFO : Epoch 1993 | loss: 0.0312149 | val_loss: 0.0312206 | Time: 1194.72 ms [2022-03-07 09:12:00 main:574] : INFO : Epoch 1994 | loss: 0.0312163 | val_loss: 0.0312252 | Time: 1208.32 ms [2022-03-07 09:12:01 main:574] : INFO : Epoch 1995 | loss: 0.0312162 | val_loss: 0.0312201 | Time: 1195.29 ms [2022-03-07 09:12:02 main:574] : INFO : Epoch 1996 | loss: 0.0312167 | val_loss: 0.0312237 | Time: 1197.56 ms [2022-03-07 09:12:03 main:574] : INFO : Epoch 1997 | loss: 0.0312184 | val_loss: 0.0312204 | Time: 1185.32 ms [2022-03-07 09:12:05 main:574] : INFO : Epoch 1998 | loss: 0.031216 | val_loss: 0.031221 | Time: 1211.51 ms [2022-03-07 09:12:06 main:574] : INFO : Epoch 1999 | loss: 0.0312156 | val_loss: 0.0312183 | Time: 1193.34 ms [2022-03-07 09:12:07 main:574] : INFO : Epoch 2000 | loss: 0.0312164 | val_loss: 0.0312261 | Time: 1181.59 ms [2022-03-07 09:12:08 main:574] : INFO : Epoch 2001 | loss: 0.0312161 | val_loss: 0.0312188 | Time: 1176.29 ms [2022-03-07 09:12:09 main:574] : INFO : Epoch 2002 | loss: 0.0312137 | val_loss: 0.0312208 | Time: 1184.21 ms [2022-03-07 09:12:11 main:574] : INFO : Epoch 2003 | loss: 0.031214 | val_loss: 0.0312183 | Time: 1185.45 ms [2022-03-07 09:12:12 main:574] : INFO : Epoch 2004 | loss: 0.0312139 | val_loss: 0.0312198 | Time: 1186.24 ms [2022-03-07 09:12:13 main:574] : INFO : Epoch 2005 | loss: 0.0312154 | val_loss: 0.0312226 | Time: 1190.98 ms [2022-03-07 09:12:14 main:574] : INFO : Epoch 2006 | loss: 0.0312162 | val_loss: 0.0312192 | Time: 1190.53 ms [2022-03-07 09:12:15 main:574] : INFO : Epoch 2007 | loss: 0.0312155 | val_loss: 0.0312201 | Time: 1187.96 ms [2022-03-07 09:12:16 main:574] : INFO : Epoch 2008 | loss: 0.0312132 | val_loss: 0.0312188 | Time: 1203.65 ms [2022-03-07 09:12:18 main:574] : INFO : Epoch 2009 | loss: 0.0312129 | val_loss: 0.0312203 | Time: 1190.71 ms [2022-03-07 09:12:19 main:574] : INFO : Epoch 2010 | loss: 0.0312141 | val_loss: 0.0312211 | Time: 1198.87 ms [2022-03-07 09:12:20 main:574] : INFO : Epoch 2011 | loss: 0.0312146 | val_loss: 0.0312204 | Time: 1189.81 ms [2022-03-07 09:12:21 main:574] : INFO : Epoch 2012 | loss: 0.0312127 | val_loss: 0.0312191 | Time: 1171.27 ms [2022-03-07 09:12:22 main:574] : INFO : Epoch 2013 | loss: 0.0312131 | val_loss: 0.0312206 | Time: 1183.29 ms [2022-03-07 09:12:24 main:574] : INFO : Epoch 2014 | loss: 0.0312146 | val_loss: 0.0312236 | Time: 1204.05 ms [2022-03-07 09:12:25 main:574] : INFO : Epoch 2015 | loss: 0.0312147 | val_loss: 0.0312203 | Time: 1177.93 ms [2022-03-07 09:12:26 main:574] : INFO : Epoch 2016 | loss: 0.0312137 | val_loss: 0.0312181 | Time: 1203.62 ms [2022-03-07 09:12:27 main:574] : INFO : Epoch 2017 | loss: 0.0312147 | val_loss: 0.0312208 | Time: 1202.98 ms [2022-03-07 09:12:28 main:574] : INFO : Epoch 2018 | loss: 0.0312141 | val_loss: 0.0312182 | Time: 1200 ms [2022-03-07 09:12:30 main:574] : INFO : Epoch 2019 | loss: 0.0312131 | val_loss: 0.0312229 | Time: 1198.04 ms [2022-03-07 09:12:31 main:574] : INFO : Epoch 2020 | loss: 0.0312144 | val_loss: 0.0312222 | Time: 1200.09 ms [2022-03-07 09:12:32 main:574] : INFO : Epoch 2021 | loss: 0.0312137 | val_loss: 0.0312179 | Time: 1191.13 ms [2022-03-07 09:12:33 main:574] : INFO : Epoch 2022 | loss: 0.0312127 | val_loss: 0.0312179 | Time: 1198.96 ms [2022-03-07 09:12:34 main:574] : INFO : Epoch 2023 | loss: 0.0312124 | val_loss: 0.0312189 | Time: 1196.1 ms [2022-03-07 09:12:36 main:574] : INFO : Epoch 2024 | loss: 0.031213 | val_loss: 0.0312189 | Time: 1196.62 ms [2022-03-07 09:12:37 main:574] : INFO : Epoch 2025 | loss: 0.0312134 | val_loss: 0.0312209 | Time: 1200.09 ms [2022-03-07 09:12:38 main:574] : INFO : Epoch 2026 | loss: 0.0312128 | val_loss: 0.0312179 | Time: 1203.49 ms [2022-03-07 09:12:39 main:574] : INFO : Epoch 2027 | loss: 0.0312128 | val_loss: 0.0312192 | Time: 1209.72 ms [2022-03-07 09:12:40 main:574] : INFO : Epoch 2028 | loss: 0.0312132 | val_loss: 0.031219 | Time: 1197.68 ms [2022-03-07 09:12:42 main:574] : INFO : Epoch 2029 | loss: 0.0312141 | val_loss: 0.0312191 | Time: 1203.5 ms [2022-03-07 09:12:43 main:574] : INFO : Epoch 2030 | loss: 0.0312136 | val_loss: 0.0312182 | Time: 1190.1 ms [2022-03-07 09:12:44 main:574] : INFO : Epoch 2031 | loss: 0.031213 | val_loss: 0.0312183 | Time: 1202.78 ms [2022-03-07 09:12:45 main:574] : INFO : Epoch 2032 | loss: 0.0312129 | val_loss: 0.031218 | Time: 1186.55 ms [2022-03-07 09:12:46 main:574] : INFO : Epoch 2033 | loss: 0.0312126 | val_loss: 0.0312198 | Time: 1189.09 ms [2022-03-07 09:12:48 main:574] : INFO : Epoch 2034 | loss: 0.0312131 | val_loss: 0.0312193 | Time: 1193.65 ms [2022-03-07 09:12:49 main:574] : INFO : Epoch 2035 | loss: 0.0312123 | val_loss: 0.0312175 | Time: 1202.09 ms [2022-03-07 09:12:50 main:574] : INFO : Epoch 2036 | loss: 0.0312134 | val_loss: 0.0312193 | Time: 1198.81 ms [2022-03-07 09:12:51 main:574] : INFO : Epoch 2037 | loss: 0.0312121 | val_loss: 0.0312184 | Time: 1204.67 ms [2022-03-07 09:12:52 main:574] : INFO : Epoch 2038 | loss: 0.0312125 | val_loss: 0.0312181 | Time: 1177.77 ms [2022-03-07 09:12:54 main:574] : INFO : Epoch 2039 | loss: 0.0312131 | val_loss: 0.0312183 | Time: 1181.73 ms [2022-03-07 09:12:55 main:574] : INFO : Epoch 2040 | loss: 0.0312138 | val_loss: 0.0312203 | Time: 1195.83 ms [2022-03-07 09:12:56 main:574] : INFO : Epoch 2041 | loss: 0.0312133 | val_loss: 0.03122 | Time: 1189.42 ms [2022-03-07 09:12:57 main:574] : INFO : Epoch 2042 | loss: 0.0312129 | val_loss: 0.0312179 | Time: 1197.92 ms [2022-03-07 09:12:58 main:574] : INFO : Epoch 2043 | loss: 0.0312121 | val_loss: 0.0312197 | Time: 1171.71 ms [2022-03-07 09:13:00 main:574] : INFO : Epoch 2044 | loss: 0.0312126 | val_loss: 0.03122 | Time: 1196.09 ms [2022-03-07 09:13:01 main:574] : INFO : Epoch 2045 | loss: 0.0312138 | val_loss: 0.0312236 | Time: 1188.86 ms [2022-03-07 09:13:02 main:574] : INFO : Epoch 2046 | loss: 0.0312137 | val_loss: 0.0312184 | Time: 1196.52 ms [2022-03-07 09:13:03 main:574] : INFO : Epoch 2047 | loss: 0.0312121 | val_loss: 0.0312189 | Time: 1192.61 ms [2022-03-07 09:13:04 main:574] : INFO : Epoch 2048 | loss: 0.0312132 | val_loss: 0.0312181 | Time: 1167.04 ms [2022-03-07 09:13:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312181 [2022-03-07 09:13:04 main:603] : INFO : Saving end state to config to file [2022-03-07 09:13:04 main:608] : INFO : Success, exiting.. 09:13:04 (11016): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)