Task 9198773
| Name | ParityModified-1634620021-29784-3-0_4 |
| Workunit | 6415640 |
| Created | 26 Nov 2021, 11:18:38 UTC |
| Sent | 26 Nov 2021, 12:36:38 UTC |
| Report deadline | 4 Dec 2021, 12:36:38 UTC |
| Received | 26 Nov 2021, 13:50:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16767 |
| Run time | 59 min 26 sec |
| CPU time | 59 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,222.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.50 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1538 | loss: 0.0312288 | val_loss: 0.0312246 | Time: 1730.24 ms [2021-11-26 13:35:31 main:581] : INFO : Epoch 1539 | loss: 0.0312269 | val_loss: 0.031224 | Time: 1744.31 ms [2021-11-26 13:35:33 main:581] : INFO : Epoch 1540 | loss: 0.0312298 | val_loss: 0.0312263 | Time: 1745.91 ms [2021-11-26 13:35:35 main:581] : INFO : Epoch 1541 | loss: 0.0312266 | val_loss: 0.0312236 | Time: 1744.05 ms [2021-11-26 13:35:37 main:581] : INFO : Epoch 1542 | loss: 0.0312268 | val_loss: 0.0312237 | Time: 1746.03 ms [2021-11-26 13:35:38 main:581] : INFO : Epoch 1543 | loss: 0.0312321 | val_loss: 0.0312252 | Time: 1740.21 ms [2021-11-26 13:35:40 main:581] : INFO : Epoch 1544 | loss: 0.0312277 | val_loss: 0.0312239 | Time: 1736.08 ms [2021-11-26 13:35:42 main:581] : INFO : Epoch 1545 | loss: 0.0312269 | val_loss: 0.0312254 | Time: 1735.74 ms [2021-11-26 13:35:44 main:581] : INFO : Epoch 1546 | loss: 0.0312301 | val_loss: 0.0312282 | Time: 1736.65 ms [2021-11-26 13:35:45 main:581] : INFO : Epoch 1547 | loss: 0.0312287 | val_loss: 0.0312242 | Time: 1739.75 ms [2021-11-26 13:35:47 main:581] : INFO : Epoch 1548 | loss: 0.0312291 | val_loss: 0.0312334 | Time: 1710.54 ms [2021-11-26 13:35:49 main:581] : INFO : Epoch 1549 | loss: 0.031229 | val_loss: 0.0312271 | Time: 1748.68 ms [2021-11-26 13:35:50 main:581] : INFO : Epoch 1550 | loss: 0.0312307 | val_loss: 0.0312294 | Time: 1745.18 ms [2021-11-26 13:35:52 main:581] : INFO : Epoch 1551 | loss: 0.0312322 | val_loss: 0.0312274 | Time: 1747.21 ms [2021-11-26 13:35:54 main:581] : INFO : Epoch 1552 | loss: 0.0312296 | val_loss: 0.0312248 | Time: 1733.53 ms [2021-11-26 13:35:56 main:581] : INFO : Epoch 1553 | loss: 0.0312271 | val_loss: 0.0312239 | Time: 1733.53 ms [2021-11-26 13:35:57 main:581] : INFO : Epoch 1554 | loss: 0.0312271 | val_loss: 0.0312242 | Time: 1736.52 ms [2021-11-26 13:35:59 main:581] : INFO : Epoch 1555 | loss: 0.0312295 | val_loss: 0.0312257 | Time: 1726.36 ms [2021-11-26 13:36:01 main:581] : INFO : Epoch 1556 | loss: 0.0312287 | val_loss: 0.0312273 | Time: 1744.83 ms [2021-11-26 13:36:03 main:581] : INFO : Epoch 1557 | loss: 0.0312296 | val_loss: 0.0312292 | Time: 1738.43 ms [2021-11-26 13:36:04 main:581] : INFO : Epoch 1558 | loss: 0.0312283 | val_loss: 0.0312251 | Time: 1743.44 ms [2021-11-26 13:36:06 main:581] : INFO : Epoch 1559 | loss: 0.0312282 | val_loss: 0.0312239 | Time: 1743.72 ms [2021-11-26 13:36:08 main:581] : INFO : Epoch 1560 | loss: 0.0312294 | val_loss: 0.0312256 | Time: 1746.17 ms [2021-11-26 13:36:10 main:581] : INFO : Epoch 1561 | loss: 0.0312278 | val_loss: 0.0312275 | Time: 1745.04 ms [2021-11-26 13:36:11 main:581] : INFO : Epoch 1562 | loss: 0.0312293 | val_loss: 0.0312355 | Time: 1738.33 ms [2021-11-26 13:36:13 main:581] : INFO : Epoch 1563 | loss: 0.0312316 | val_loss: 0.0312264 | Time: 1739.93 ms [2021-11-26 13:36:15 main:581] : INFO : Epoch 1564 | loss: 0.0312272 | val_loss: 0.0312247 | Time: 1738.74 ms [2021-11-26 13:36:17 main:581] : INFO : Epoch 1565 | loss: 0.0312266 | val_loss: 0.031224 | Time: 1740.26 ms [2021-11-26 13:36:18 main:581] : INFO : Epoch 1566 | loss: 0.0312293 | val_loss: 0.0312243 | Time: 1727.21 ms [2021-11-26 13:36:20 main:581] : INFO : Epoch 1567 | loss: 0.0312267 | val_loss: 0.0312249 | Time: 1739.95 ms [2021-11-26 13:36:22 main:581] : INFO : Epoch 1568 | loss: 0.0312268 | val_loss: 0.031224 | Time: 1738.26 ms [2021-11-26 13:36:24 main:581] : INFO : Epoch 1569 | loss: 0.0312276 | val_loss: 0.0312242 | Time: 1728.18 ms [2021-11-26 13:36:25 main:581] : INFO : Epoch 1570 | loss: 0.0312278 | val_loss: 0.0312244 | Time: 1739.28 ms [2021-11-26 13:36:27 main:581] : INFO : Epoch 1571 | loss: 0.0312292 | val_loss: 0.0312241 | Time: 1744.62 ms [2021-11-26 13:36:29 main:581] : INFO : Epoch 1572 | loss: 0.0312292 | val_loss: 0.0312256 | Time: 1737.89 ms [2021-11-26 13:36:30 main:581] : INFO : Epoch 1573 | loss: 0.0312283 | val_loss: 0.0312243 | Time: 1735.86 ms [2021-11-26 13:36:32 main:581] : INFO : Epoch 1574 | loss: 0.0312277 | val_loss: 0.0312235 | Time: 1728.98 ms [2021-11-26 13:36:34 main:581] : INFO : Epoch 1575 | loss: 0.0312277 | val_loss: 0.031226 | Time: 1733.04 ms [2021-11-26 13:36:36 main:581] : INFO : Epoch 1576 | loss: 0.0312274 | val_loss: 0.0312236 | Time: 1742.38 ms [2021-11-26 13:36:37 main:581] : INFO : Epoch 1577 | loss: 0.0312273 | val_loss: 0.0312234 | Time: 1736.62 ms [2021-11-26 13:36:39 main:581] : INFO : Epoch 1578 | loss: 0.0312276 | val_loss: 0.0312237 | Time: 1738.57 ms [2021-11-26 13:36:41 main:581] : INFO : Epoch 1579 | loss: 0.0312293 | val_loss: 0.0312301 | Time: 1738.5 ms [2021-11-26 13:36:43 main:581] : INFO : Epoch 1580 | loss: 0.031231 | val_loss: 0.0312256 | Time: 1737.06 ms [2021-11-26 13:36:44 main:581] : INFO : Epoch 1581 | loss: 0.0312284 | val_loss: 0.0312236 | Time: 1724.29 ms [2021-11-26 13:36:46 main:581] : INFO : Epoch 1582 | loss: 0.0312277 | val_loss: 0.0312261 | Time: 1734.04 ms [2021-11-26 13:36:48 main:581] : INFO : Epoch 1583 | loss: 0.0312271 | val_loss: 0.0312236 | Time: 1730.69 ms [2021-11-26 13:36:50 main:581] : INFO : Epoch 1584 | loss: 0.0312274 | val_loss: 0.0312237 | Time: 1740.65 ms [2021-11-26 13:36:51 main:581] : INFO : Epoch 1585 | loss: 0.0312266 | val_loss: 0.0312275 | Time: 1743.29 ms [2021-11-26 13:36:53 main:581] : INFO : Epoch 1586 | loss: 0.0312286 | val_loss: 0.0312238 | Time: 1737.47 ms [2021-11-26 13:36:55 main:581] : INFO : Epoch 1587 | loss: 0.0312295 | val_loss: 0.031225 | Time: 1744.37 ms [2021-11-26 13:36:57 main:581] : INFO : Epoch 1588 | loss: 0.0312282 | val_loss: 0.0312242 | Time: 1741.49 ms [2021-11-26 13:36:58 main:581] : INFO : Epoch 1589 | loss: 0.0312289 | val_loss: 0.0312259 | Time: 1739.58 ms [2021-11-26 13:37:00 main:581] : INFO : Epoch 1590 | loss: 0.0312296 | val_loss: 0.0312268 | Time: 1737.83 ms [2021-11-26 13:37:02 main:581] : INFO : Epoch 1591 | loss: 0.031229 | val_loss: 0.0312251 | Time: 1739.42 ms [2021-11-26 13:37:03 main:581] : INFO : Epoch 1592 | loss: 0.0312274 | val_loss: 0.0312239 | Time: 1735.85 ms [2021-11-26 13:37:05 main:581] : INFO : Epoch 1593 | loss: 0.0312269 | val_loss: 0.0312285 | Time: 1737.15 ms [2021-11-26 13:37:07 main:581] : INFO : Epoch 1594 | loss: 0.0312279 | val_loss: 0.0312293 | Time: 1746.21 ms [2021-11-26 13:37:09 main:581] : INFO : Epoch 1595 | loss: 0.0312313 | val_loss: 0.0312308 | Time: 1707.1 ms [2021-11-26 13:37:10 main:581] : INFO : Epoch 1596 | loss: 0.0312299 | val_loss: 0.0312253 | Time: 1734.04 ms [2021-11-26 13:37:12 main:581] : INFO : Epoch 1597 | loss: 0.031227 | val_loss: 0.0312243 | Time: 1739.92 ms [2021-11-26 13:37:14 main:581] : INFO : Epoch 1598 | loss: 0.0312289 | val_loss: 0.0312236 | Time: 1723.88 ms [2021-11-26 13:37:16 main:581] : INFO : Epoch 1599 | loss: 0.0312279 | val_loss: 0.0312239 | Time: 1738.58 ms [2021-11-26 13:37:17 main:581] : INFO : Epoch 1600 | loss: 0.0312272 | val_loss: 0.0312243 | Time: 1726.87 ms [2021-11-26 13:37:19 main:581] : INFO : Epoch 1601 | loss: 0.0312273 | val_loss: 0.0312251 | Time: 1738.51 ms [2021-11-26 13:37:21 main:581] : INFO : Epoch 1602 | loss: 0.0312268 | val_loss: 0.0312248 | Time: 1742.44 ms [2021-11-26 13:37:23 main:581] : INFO : Epoch 1603 | loss: 0.0312273 | val_loss: 0.0312236 | Time: 1740.32 ms [2021-11-26 13:37:24 main:581] : INFO : Epoch 1604 | loss: 0.0312274 | val_loss: 0.0312266 | Time: 1736.63 ms [2021-11-26 13:37:26 main:581] : INFO : Epoch 1605 | loss: 0.0312311 | val_loss: 0.031228 | Time: 1738.38 ms [2021-11-26 13:37:28 main:581] : INFO : Epoch 1606 | loss: 0.0312273 | val_loss: 0.0312263 | Time: 1739.98 ms [2021-11-26 13:37:30 main:581] : INFO : Epoch 1607 | loss: 0.0312277 | val_loss: 0.0312278 | Time: 1731.15 ms [2021-11-26 13:37:31 main:581] : INFO : Epoch 1608 | loss: 0.0312296 | val_loss: 0.0312257 | Time: 1744.8 ms [2021-11-26 13:37:33 main:581] : INFO : Epoch 1609 | loss: 0.0312278 | val_loss: 0.0312248 | Time: 1738.64 ms [2021-11-26 13:37:35 main:581] : INFO : Epoch 1610 | loss: 0.031229 | val_loss: 0.0312243 | Time: 1714.38 ms [2021-11-26 13:37:36 main:581] : INFO : Epoch 1611 | loss: 0.0312293 | val_loss: 0.0312248 | Time: 1744.57 ms [2021-11-26 13:37:38 main:581] : INFO : Epoch 1612 | loss: 0.0312273 | val_loss: 0.031224 | Time: 1745.75 ms [2021-11-26 13:37:40 main:581] : INFO : Epoch 1613 | loss: 0.031228 | val_loss: 0.0312241 | Time: 1723.16 ms [2021-11-26 13:37:42 main:581] : INFO : Epoch 1614 | loss: 0.0312285 | val_loss: 0.0312233 | Time: 1737.67 ms [2021-11-26 13:37:43 main:581] : INFO : Epoch 1615 | loss: 0.0312271 | val_loss: 0.0312255 | Time: 1735.91 ms [2021-11-26 13:37:45 main:581] : INFO : Epoch 1616 | loss: 0.0312273 | val_loss: 0.0312243 | Time: 1737.45 ms [2021-11-26 13:37:47 main:581] : INFO : Epoch 1617 | loss: 0.0312274 | val_loss: 0.0312301 | Time: 1743.95 ms [2021-11-26 13:37:49 main:581] : INFO : Epoch 1618 | loss: 0.0312315 | val_loss: 0.0312243 | Time: 1734.49 ms [2021-11-26 13:37:50 main:581] : INFO : Epoch 1619 | loss: 0.031228 | val_loss: 0.0312269 | Time: 1727.36 ms [2021-11-26 13:37:52 main:581] : INFO : Epoch 1620 | loss: 0.0312283 | val_loss: 0.0312243 | Time: 1718.54 ms [2021-11-26 13:37:54 main:581] : INFO : Epoch 1621 | loss: 0.0312266 | val_loss: 0.0312237 | Time: 1748.33 ms [2021-11-26 13:37:56 main:581] : INFO : Epoch 1622 | loss: 0.031227 | val_loss: 0.0312254 | Time: 1728.89 ms [2021-11-26 13:37:57 main:581] : INFO : Epoch 1623 | loss: 0.0312288 | val_loss: 0.0312242 | Time: 1741.51 ms [2021-11-26 13:37:59 main:581] : INFO : Epoch 1624 | loss: 0.0312275 | val_loss: 0.0312242 | Time: 1737.14 ms [2021-11-26 13:38:01 main:581] : INFO : Epoch 1625 | loss: 0.0312272 | val_loss: 0.0312244 | Time: 1738.11 ms [2021-11-26 13:38:03 main:581] : INFO : Epoch 1626 | loss: 0.0312267 | val_loss: 0.0312235 | Time: 1742.48 ms [2021-11-26 13:38:04 main:581] : INFO : Epoch 1627 | loss: 0.0312287 | val_loss: 0.0312234 | Time: 1737.19 ms [2021-11-26 13:38:06 main:581] : INFO : Epoch 1628 | loss: 0.031227 | val_loss: 0.0312269 | Time: 1736.32 ms [2021-11-26 13:38:08 main:581] : INFO : Epoch 1629 | loss: 0.0312274 | val_loss: 0.0312237 | Time: 1738.86 ms [2021-11-26 13:38:09 main:581] : INFO : Epoch 1630 | loss: 0.0312265 | val_loss: 0.0312237 | Time: 1737.02 ms [2021-11-26 13:38:11 main:581] : INFO : Epoch 1631 | loss: 0.0312265 | val_loss: 0.0312249 | Time: 1744.65 ms [2021-11-26 13:38:13 main:581] : INFO : Epoch 1632 | loss: 0.0312276 | val_loss: 0.0312246 | Time: 1739.15 ms [2021-11-26 13:38:15 main:581] : INFO : Epoch 1633 | loss: 0.0312267 | val_loss: 0.0312234 | Time: 1744.67 ms [2021-11-26 13:38:16 main:581] : INFO : Epoch 1634 | loss: 0.0312278 | val_loss: 0.0312264 | Time: 1746.19 ms [2021-11-26 13:38:18 main:581] : INFO : Epoch 1635 | loss: 0.0312275 | val_loss: 0.0312238 | Time: 1649.51 ms [2021-11-26 13:38:20 main:581] : INFO : Epoch 1636 | loss: 0.0312269 | val_loss: 0.0312248 | Time: 1717.94 ms [2021-11-26 13:38:22 main:581] : INFO : Epoch 1637 | loss: 0.0312296 | val_loss: 0.0312325 | Time: 1802.74 ms [2021-11-26 13:38:23 main:581] : INFO : Epoch 1638 | loss: 0.0312326 | val_loss: 0.0312345 | Time: 1746.47 ms [2021-11-26 13:38:25 main:581] : INFO : Epoch 1639 | loss: 0.0312288 | val_loss: 0.0312264 | Time: 1744.57 ms [2021-11-26 13:38:27 main:581] : INFO : Epoch 1640 | loss: 0.0312279 | val_loss: 0.0312254 | Time: 1742.92 ms [2021-11-26 13:38:29 main:581] : INFO : Epoch 1641 | loss: 0.0312294 | val_loss: 0.031224 | Time: 1739.74 ms [2021-11-26 13:38:30 main:581] : INFO : Epoch 1642 | loss: 0.0312286 | val_loss: 0.0312246 | Time: 1772.58 ms [2021-11-26 13:38:32 main:581] : INFO : Epoch 1643 | loss: 0.0312272 | val_loss: 0.0312256 | Time: 1745.33 ms [2021-11-26 13:38:34 main:581] : INFO : Epoch 1644 | loss: 0.0312277 | val_loss: 0.0312238 | Time: 1741.61 ms [2021-11-26 13:38:36 main:581] : INFO : Epoch 1645 | loss: 0.0312268 | val_loss: 0.0312236 | Time: 1743.63 ms [2021-11-26 13:38:37 main:581] : INFO : Epoch 1646 | loss: 0.031227 | val_loss: 0.0312254 | Time: 1745.19 ms [2021-11-26 13:38:39 main:581] : INFO : Epoch 1647 | loss: 0.0312284 | val_loss: 0.0312247 | Time: 1744.59 ms [2021-11-26 13:38:41 main:581] : INFO : Epoch 1648 | loss: 0.0312304 | val_loss: 0.0312255 | Time: 1783.28 ms [2021-11-26 13:38:43 main:581] : INFO : Epoch 1649 | loss: 0.0312277 | val_loss: 0.0312246 | Time: 1744.36 ms [2021-11-26 13:38:44 main:581] : INFO : Epoch 1650 | loss: 0.0312272 | val_loss: 0.0312249 | Time: 1739.12 ms [2021-11-26 13:38:46 main:581] : INFO : Epoch 1651 | loss: 0.031227 | val_loss: 0.031224 | Time: 1742.23 ms [2021-11-26 13:38:48 main:581] : INFO : Epoch 1652 | loss: 0.0312272 | val_loss: 0.0312249 | Time: 1748.57 ms [2021-11-26 13:38:50 main:581] : INFO : Epoch 1653 | loss: 0.0312294 | val_loss: 0.0312273 | Time: 1742.32 ms [2021-11-26 13:38:51 main:581] : INFO : Epoch 1654 | loss: 0.0312284 | val_loss: 0.0312253 | Time: 1740.2 ms [2021-11-26 13:38:53 main:581] : INFO : Epoch 1655 | loss: 0.0312276 | val_loss: 0.0312282 | Time: 1739.71 ms [2021-11-26 13:38:55 main:581] : INFO : Epoch 1656 | loss: 0.031228 | val_loss: 0.0312244 | Time: 1739.96 ms [2021-11-26 13:38:57 main:581] : INFO : Epoch 1657 | loss: 0.0312273 | val_loss: 0.0312336 | Time: 1742.2 ms [2021-11-26 13:38:58 main:581] : INFO : Epoch 1658 | loss: 0.0312284 | val_loss: 0.0312249 | Time: 1753.35 ms [2021-11-26 13:39:00 main:581] : INFO : Epoch 1659 | loss: 0.0312303 | val_loss: 0.0312277 | Time: 1746.84 ms [2021-11-26 13:39:02 main:581] : INFO : Epoch 1660 | loss: 0.0312291 | val_loss: 0.0312243 | Time: 1750.41 ms [2021-11-26 13:39:04 main:581] : INFO : Epoch 1661 | loss: 0.0312276 | val_loss: 0.0312235 | Time: 1743.87 ms [2021-11-26 13:39:05 main:581] : INFO : Epoch 1662 | loss: 0.0312266 | val_loss: 0.0312238 | Time: 1744.29 ms [2021-11-26 13:39:07 main:581] : INFO : Epoch 1663 | loss: 0.0312275 | val_loss: 0.0312243 | Time: 1744.11 ms [2021-11-26 13:39:09 main:581] : INFO : Epoch 1664 | loss: 0.0312273 | val_loss: 0.0312263 | Time: 1744.08 ms [2021-11-26 13:39:10 main:581] : INFO : Epoch 1665 | loss: 0.031229 | val_loss: 0.0312257 | Time: 1735.38 ms [2021-11-26 13:39:12 main:581] : INFO : Epoch 1666 | loss: 0.0312272 | val_loss: 0.031225 | Time: 1749.6 ms [2021-11-26 13:39:14 main:581] : INFO : Epoch 1667 | loss: 0.0312268 | val_loss: 0.0312239 | Time: 1740.52 ms [2021-11-26 13:39:16 main:581] : INFO : Epoch 1668 | loss: 0.0312264 | val_loss: 0.0312236 | Time: 1754.99 ms [2021-11-26 13:39:17 main:581] : INFO : Epoch 1669 | loss: 0.0312279 | val_loss: 0.0312245 | Time: 1746.23 ms [2021-11-26 13:39:19 main:581] : INFO : Epoch 1670 | loss: 0.0312299 | val_loss: 0.0312268 | Time: 1751.96 ms [2021-11-26 13:39:21 main:581] : INFO : Epoch 1671 | loss: 0.0312273 | val_loss: 0.0312262 | Time: 1750.45 ms [2021-11-26 13:39:23 main:581] : INFO : Epoch 1672 | loss: 0.0312295 | val_loss: 0.0312284 | Time: 1746.54 ms [2021-11-26 13:39:24 main:581] : INFO : Epoch 1673 | loss: 0.0312296 | val_loss: 0.0312298 | Time: 1733.15 ms [2021-11-26 13:39:26 main:581] : INFO : Epoch 1674 | loss: 0.0312281 | val_loss: 0.0312242 | Time: 1743.35 ms [2021-11-26 13:39:28 main:581] : INFO : Epoch 1675 | loss: 0.0312272 | val_loss: 0.031224 | Time: 1733.15 ms [2021-11-26 13:39:30 main:581] : INFO : Epoch 1676 | loss: 0.0312268 | val_loss: 0.0312241 | Time: 1743.44 ms [2021-11-26 13:39:31 main:581] : INFO : Epoch 1677 | loss: 0.0312272 | val_loss: 0.0312269 | Time: 1757.02 ms [2021-11-26 13:39:33 main:581] : INFO : Epoch 1678 | loss: 0.0312271 | val_loss: 0.0312263 | Time: 1733.46 ms [2021-11-26 13:39:35 main:581] : INFO : Epoch 1679 | loss: 0.0312272 | val_loss: 0.0312244 | Time: 1742.5 ms [2021-11-26 13:39:37 main:581] : INFO : Epoch 1680 | loss: 0.0312289 | val_loss: 0.0312262 | Time: 1742.64 ms [2021-11-26 13:39:38 main:581] : INFO : Epoch 1681 | loss: 0.0312305 | val_loss: 0.0312243 | Time: 1742.17 ms [2021-11-26 13:39:40 main:581] : INFO : Epoch 1682 | loss: 0.0312276 | val_loss: 0.0312246 | Time: 1737.16 ms [2021-11-26 13:39:42 main:581] : INFO : Epoch 1683 | loss: 0.0312278 | val_loss: 0.0312247 | Time: 1744.62 ms [2021-11-26 13:39:44 main:581] : INFO : Epoch 1684 | loss: 0.0312274 | val_loss: 0.0312233 | Time: 1735.34 ms [2021-11-26 13:39:45 main:581] : INFO : Epoch 1685 | loss: 0.0312267 | val_loss: 0.0312261 | Time: 1742.26 ms [2021-11-26 13:39:47 main:581] : INFO : Epoch 1686 | loss: 0.0312274 | val_loss: 0.0312326 | Time: 1743.09 ms [2021-11-26 13:39:49 main:581] : INFO : Epoch 1687 | loss: 0.0312307 | val_loss: 0.031228 | Time: 1728.57 ms [2021-11-26 13:39:51 main:581] : INFO : Epoch 1688 | loss: 0.0312278 | val_loss: 0.0312246 | Time: 1730.8 ms [2021-11-26 13:39:52 main:581] : INFO : Epoch 1689 | loss: 0.0312282 | val_loss: 0.0312255 | Time: 1737.4 ms [2021-11-26 13:39:54 main:581] : INFO : Epoch 1690 | loss: 0.0312275 | val_loss: 0.0312234 | Time: 1744.48 ms [2021-11-26 13:39:56 main:581] : INFO : Epoch 1691 | loss: 0.031227 | val_loss: 0.0312239 | Time: 1743.95 ms [2021-11-26 13:39:58 main:581] : INFO : Epoch 1692 | loss: 0.0312269 | val_loss: 0.0312236 | Time: 1747.85 ms [2021-11-26 13:39:59 main:581] : INFO : Epoch 1693 | loss: 0.0312271 | val_loss: 0.0312235 | Time: 1745.94 ms [2021-11-26 13:40:01 main:581] : INFO : Epoch 1694 | loss: 0.0312264 | val_loss: 0.0312241 | Time: 1733.22 ms [2021-11-26 13:40:03 main:581] : INFO : Epoch 1695 | loss: 0.0312273 | val_loss: 0.0312254 | Time: 1738.17 ms [2021-11-26 13:40:04 main:581] : INFO : Epoch 1696 | loss: 0.0312274 | val_loss: 0.0312247 | Time: 1732.65 ms [2021-11-26 13:40:06 main:581] : INFO : Epoch 1697 | loss: 0.0312276 | val_loss: 0.0312243 | Time: 1733.54 ms [2021-11-26 13:40:08 main:581] : INFO : Epoch 1698 | loss: 0.0312271 | val_loss: 0.0312235 | Time: 1741.27 ms [2021-11-26 13:40:10 main:581] : INFO : Epoch 1699 | loss: 0.0312269 | val_loss: 0.0312239 | Time: 1748.74 ms [2021-11-26 13:40:11 main:581] : INFO : Epoch 1700 | loss: 0.0312268 | val_loss: 0.0312246 | Time: 1749.02 ms [2021-11-26 13:40:13 main:581] : INFO : Epoch 1701 | loss: 0.0312278 | val_loss: 0.0312261 | Time: 1753.92 ms [2021-11-26 13:40:15 main:581] : INFO : Epoch 1702 | loss: 0.03123 | val_loss: 0.0312239 | Time: 1710.62 ms [2021-11-26 13:40:17 main:581] : INFO : Epoch 1703 | loss: 0.0312268 | val_loss: 0.0312239 | Time: 1745.48 ms [2021-11-26 13:40:18 main:581] : INFO : Epoch 1704 | loss: 0.0312273 | val_loss: 0.0312234 | Time: 1737.7 ms [2021-11-26 13:40:20 main:581] : INFO : Epoch 1705 | loss: 0.0312269 | val_loss: 0.0312236 | Time: 1726.01 ms [2021-11-26 13:40:22 main:581] : INFO : Epoch 1706 | loss: 0.0312277 | val_loss: 0.0312238 | Time: 1746.04 ms [2021-11-26 13:40:24 main:581] : INFO : Epoch 1707 | loss: 0.0312266 | val_loss: 0.0312248 | Time: 1745.82 ms [2021-11-26 13:40:25 main:581] : INFO : Epoch 1708 | loss: 0.0312284 | val_loss: 0.0312255 | Time: 1741.46 ms [2021-11-26 13:40:27 main:581] : INFO : Epoch 1709 | loss: 0.0312282 | val_loss: 0.0312241 | Time: 1746.09 ms [2021-11-26 13:40:29 main:581] : INFO : Epoch 1710 | loss: 0.0312269 | val_loss: 0.0312252 | Time: 1740.86 ms [2021-11-26 13:40:31 main:581] : INFO : Epoch 1711 | loss: 0.0312306 | val_loss: 0.0312254 | Time: 1733.48 ms [2021-11-26 13:40:32 main:581] : INFO : Epoch 1712 | loss: 0.0312293 | val_loss: 0.031224 | Time: 1745.74 ms [2021-11-26 13:40:34 main:581] : INFO : Epoch 1713 | loss: 0.0312289 | val_loss: 0.0312322 | Time: 1744.5 ms [2021-11-26 13:40:36 main:581] : INFO : Epoch 1714 | loss: 0.0312293 | val_loss: 0.0312237 | Time: 1739.31 ms [2021-11-26 13:40:38 main:581] : INFO : Epoch 1715 | loss: 0.0312267 | val_loss: 0.0312238 | Time: 1747.61 ms [2021-11-26 13:40:39 main:581] : INFO : Epoch 1716 | loss: 0.0312282 | val_loss: 0.031225 | Time: 1741.26 ms [2021-11-26 13:40:41 main:581] : INFO : Epoch 1717 | loss: 0.0312274 | val_loss: 0.0312243 | Time: 1729.89 ms [2021-11-26 13:40:43 main:581] : INFO : Epoch 1718 | loss: 0.0312313 | val_loss: 0.0312263 | Time: 1739.02 ms [2021-11-26 13:40:45 main:581] : INFO : Epoch 1719 | loss: 0.0312321 | val_loss: 0.0312255 | Time: 1734.84 ms [2021-11-26 13:40:46 main:581] : INFO : Epoch 1720 | loss: 0.031229 | val_loss: 0.0312258 | Time: 1741.97 ms [2021-11-26 13:40:48 main:581] : INFO : Epoch 1721 | loss: 0.0312282 | val_loss: 0.0312236 | Time: 1745.41 ms [2021-11-26 13:40:50 main:581] : INFO : Epoch 1722 | loss: 0.0312285 | val_loss: 0.031224 | Time: 1748.33 ms [2021-11-26 13:40:52 main:581] : INFO : Epoch 1723 | loss: 0.0312278 | val_loss: 0.0312245 | Time: 1740.68 ms [2021-11-26 13:40:53 main:581] : INFO : Epoch 1724 | loss: 0.0312266 | val_loss: 0.0312235 | Time: 1734.46 ms [2021-11-26 13:40:55 main:581] : INFO : Epoch 1725 | loss: 0.0312271 | val_loss: 0.031224 | Time: 1740.77 ms [2021-11-26 13:40:57 main:581] : INFO : Epoch 1726 | loss: 0.031227 | val_loss: 0.0312261 | Time: 1744.49 ms [2021-11-26 13:40:58 main:581] : INFO : Epoch 1727 | loss: 0.0312289 | val_loss: 0.0312243 | Time: 1744.15 ms [2021-11-26 13:41:00 main:581] : INFO : Epoch 1728 | loss: 0.0312289 | val_loss: 0.0312239 | Time: 1738.73 ms [2021-11-26 13:41:02 main:581] : INFO : Epoch 1729 | loss: 0.0312267 | val_loss: 0.0312291 | Time: 1740.75 ms [2021-11-26 13:41:04 main:581] : INFO : Epoch 1730 | loss: 0.0312283 | val_loss: 0.0312253 | Time: 1748.99 ms [2021-11-26 13:41:05 main:581] : INFO : Epoch 1731 | loss: 0.0312267 | val_loss: 0.0312239 | Time: 1751.81 ms [2021-11-26 13:41:07 main:581] : INFO : Epoch 1732 | loss: 0.0312272 | val_loss: 0.0312236 | Time: 1752.15 ms [2021-11-26 13:41:09 main:581] : INFO : Epoch 1733 | loss: 0.0312283 | val_loss: 0.0312243 | Time: 1746.39 ms [2021-11-26 13:41:11 main:581] : INFO : Epoch 1734 | loss: 0.0312268 | val_loss: 0.0312243 | Time: 1741.21 ms [2021-11-26 13:41:12 main:581] : INFO : Epoch 1735 | loss: 0.0312274 | val_loss: 0.0312242 | Time: 1739.36 ms [2021-11-26 13:41:14 main:581] : INFO : Epoch 1736 | loss: 0.0312296 | val_loss: 0.0312262 | Time: 1738.76 ms [2021-11-26 13:41:16 main:581] : INFO : Epoch 1737 | loss: 0.031227 | val_loss: 0.0312238 | Time: 1738.41 ms [2021-11-26 13:41:18 main:581] : INFO : Epoch 1738 | loss: 0.0312273 | val_loss: 0.0312239 | Time: 1739.82 ms [2021-11-26 13:41:19 main:581] : INFO : Epoch 1739 | loss: 0.0312284 | val_loss: 0.0312267 | Time: 1739.69 ms [2021-11-26 13:41:21 main:581] : INFO : Epoch 1740 | loss: 0.0312273 | val_loss: 0.031224 | Time: 1740.14 ms [2021-11-26 13:41:23 main:581] : INFO : Epoch 1741 | loss: 0.0312292 | val_loss: 0.0312251 | Time: 1742.02 ms [2021-11-26 13:41:25 main:581] : INFO : Epoch 1742 | loss: 0.0312276 | val_loss: 0.031224 | Time: 1743.16 ms [2021-11-26 13:41:26 main:581] : INFO : Epoch 1743 | loss: 0.0312279 | val_loss: 0.0312253 | Time: 1743.28 ms [2021-11-26 13:41:28 main:581] : INFO : Epoch 1744 | loss: 0.0312266 | val_loss: 0.0312236 | Time: 1742.37 ms [2021-11-26 13:41:30 main:581] : INFO : Epoch 1745 | loss: 0.0312273 | val_loss: 0.0312243 | Time: 1750.12 ms [2021-11-26 13:41:32 main:581] : INFO : Epoch 1746 | loss: 0.0312291 | val_loss: 0.0312248 | Time: 1746.41 ms [2021-11-26 13:41:33 main:581] : INFO : Epoch 1747 | loss: 0.0312281 | val_loss: 0.0312237 | Time: 1744.19 ms [2021-11-26 13:41:35 main:581] : INFO : Epoch 1748 | loss: 0.0312275 | val_loss: 0.031224 | Time: 1732.09 ms [2021-11-26 13:41:37 main:581] : INFO : Epoch 1749 | loss: 0.0312267 | val_loss: 0.0312234 | Time: 1740.34 ms [2021-11-26 13:41:39 main:581] : INFO : Epoch 1750 | loss: 0.031229 | val_loss: 0.0312242 | Time: 1739.34 ms [2021-11-26 13:41:40 main:581] : INFO : Epoch 1751 | loss: 0.0312285 | val_loss: 0.0312267 | Time: 1741.17 ms [2021-11-26 13:41:42 main:581] : INFO : Epoch 1752 | loss: 0.0312306 | val_loss: 0.031228 | Time: 1737.35 ms [2021-11-26 13:41:44 main:581] : INFO : Epoch 1753 | loss: 0.0312277 | val_loss: 0.0312253 | Time: 1739.51 ms [2021-11-26 13:41:46 main:581] : INFO : Epoch 1754 | loss: 0.0312295 | val_loss: 0.0312279 | Time: 1742.89 ms [2021-11-26 13:41:47 main:581] : INFO : Epoch 1755 | loss: 0.0312295 | val_loss: 0.0312263 | Time: 1741.53 ms [2021-11-26 13:41:49 main:581] : INFO : Epoch 1756 | loss: 0.0312288 | val_loss: 0.0312246 | Time: 1737.55 ms [2021-11-26 13:41:51 main:581] : INFO : Epoch 1757 | loss: 0.0312272 | val_loss: 0.0312241 | Time: 1734.78 ms [2021-11-26 13:41:52 main:581] : INFO : Epoch 1758 | loss: 0.0312273 | val_loss: 0.0312235 | Time: 1741.81 ms [2021-11-26 13:41:54 main:581] : INFO : Epoch 1759 | loss: 0.0312269 | val_loss: 0.0312235 | Time: 1737.32 ms [2021-11-26 13:41:56 main:581] : INFO : Epoch 1760 | loss: 0.0312275 | val_loss: 0.0312246 | Time: 1740.85 ms [2021-11-26 13:41:58 main:581] : INFO : Epoch 1761 | loss: 0.0312272 | val_loss: 0.0312242 | Time: 1750.71 ms [2021-11-26 13:41:59 main:581] : INFO : Epoch 1762 | loss: 0.0312275 | val_loss: 0.0312252 | Time: 1743.63 ms [2021-11-26 13:42:01 main:581] : INFO : Epoch 1763 | loss: 0.0312277 | val_loss: 0.0312255 | Time: 1744.47 ms [2021-11-26 13:42:03 main:581] : INFO : Epoch 1764 | loss: 0.031228 | val_loss: 0.0312238 | Time: 1727.27 ms [2021-11-26 13:42:05 main:581] : INFO : Epoch 1765 | loss: 0.0312268 | val_loss: 0.031225 | Time: 1743.8 ms [2021-11-26 13:42:06 main:581] : INFO : Epoch 1766 | loss: 0.0312279 | val_loss: 0.0312246 | Time: 1742.14 ms [2021-11-26 13:42:08 main:581] : INFO : Epoch 1767 | loss: 0.0312271 | val_loss: 0.0312236 | Time: 1730.2 ms [2021-11-26 13:42:10 main:581] : INFO : Epoch 1768 | loss: 0.0312291 | val_loss: 0.0312306 | Time: 1734.64 ms [2021-11-26 13:42:12 main:581] : INFO : Epoch 1769 | loss: 0.0312294 | val_loss: 0.0312243 | Time: 1743.49 ms [2021-11-26 13:42:13 main:581] : INFO : Epoch 1770 | loss: 0.0312275 | val_loss: 0.0312242 | Time: 1744.83 ms [2021-11-26 13:42:15 main:581] : INFO : Epoch 1771 | loss: 0.0312268 | val_loss: 0.0312239 | Time: 1744.55 ms [2021-11-26 13:42:17 main:581] : INFO : Epoch 1772 | loss: 0.0312273 | val_loss: 0.0312244 | Time: 1742.56 ms [2021-11-26 13:42:19 main:581] : INFO : Epoch 1773 | loss: 0.0312265 | val_loss: 0.0312237 | Time: 1712.48 ms [2021-11-26 13:42:20 main:581] : INFO : Epoch 1774 | loss: 0.0312268 | val_loss: 0.031224 | Time: 1738.73 ms [2021-11-26 13:42:22 main:581] : INFO : Epoch 1775 | loss: 0.031227 | val_loss: 0.0312242 | Time: 1742.11 ms [2021-11-26 13:42:24 main:581] : INFO : Epoch 1776 | loss: 0.0312281 | val_loss: 0.0312236 | Time: 1737.62 ms [2021-11-26 13:42:26 main:581] : INFO : Epoch 1777 | loss: 0.0312282 | val_loss: 0.0312286 | Time: 1739.45 ms [2021-11-26 13:42:27 main:581] : INFO : Epoch 1778 | loss: 0.0312286 | val_loss: 0.0312235 | Time: 1749.05 ms [2021-11-26 13:42:29 main:581] : INFO : Epoch 1779 | loss: 0.0312291 | val_loss: 0.0312268 | Time: 1747.97 ms [2021-11-26 13:42:31 main:581] : INFO : Epoch 1780 | loss: 0.0312288 | val_loss: 0.0312286 | Time: 1733.33 ms [2021-11-26 13:42:32 main:581] : INFO : Epoch 1781 | loss: 0.0312288 | val_loss: 0.0312259 | Time: 1739.39 ms [2021-11-26 13:42:34 main:581] : INFO : Epoch 1782 | loss: 0.0312357 | val_loss: 0.0312403 | Time: 1739.18 ms [2021-11-26 13:42:36 main:581] : INFO : Epoch 1783 | loss: 0.0312452 | val_loss: 0.0312489 | Time: 1743.32 ms [2021-11-26 13:42:38 main:581] : INFO : Epoch 1784 | loss: 0.03697 | val_loss: 0.0611198 | Time: 1754.33 ms [2021-11-26 13:42:39 main:581] : INFO : Epoch 1785 | loss: 0.0419073 | val_loss: 0.0328816 | Time: 1739.92 ms [2021-11-26 13:42:41 main:581] : INFO : Epoch 1786 | loss: 0.0320254 | val_loss: 0.031508 | Time: 1749.45 ms [2021-11-26 13:42:43 main:581] : INFO : Epoch 1787 | loss: 0.0313501 | val_loss: 0.0312734 | Time: 1746.69 ms [2021-11-26 13:42:45 main:581] : INFO : Epoch 1788 | loss: 0.0312569 | val_loss: 0.0312476 | Time: 1750 ms [2021-11-26 13:42:46 main:581] : INFO : Epoch 1789 | loss: 0.031245 | val_loss: 0.031242 | Time: 1744.29 ms [2021-11-26 13:42:48 main:581] : INFO : Epoch 1790 | loss: 0.0312416 | val_loss: 0.0312393 | Time: 1749.37 ms [2021-11-26 13:42:50 main:581] : INFO : Epoch 1791 | loss: 0.0312396 | val_loss: 0.0312387 | Time: 1742.49 ms [2021-11-26 13:42:52 main:581] : INFO : Epoch 1792 | loss: 0.0312379 | val_loss: 0.0312372 | Time: 1738.13 ms [2021-11-26 13:42:53 main:581] : INFO : Epoch 1793 | loss: 0.0312366 | val_loss: 0.0312358 | Time: 1732.9 ms [2021-11-26 13:42:55 main:581] : INFO : Epoch 1794 | loss: 0.0312354 | val_loss: 0.0312338 | Time: 1740.35 ms [2021-11-26 13:42:57 main:581] : INFO : Epoch 1795 | loss: 0.0312336 | val_loss: 0.0312315 | Time: 1743.67 ms [2021-11-26 13:42:59 main:581] : INFO : Epoch 1796 | loss: 0.0312326 | val_loss: 0.0312314 | Time: 1742.37 ms [2021-11-26 13:43:00 main:581] : INFO : Epoch 1797 | loss: 0.0312316 | val_loss: 0.0312295 | Time: 1736.61 ms [2021-11-26 13:43:02 main:581] : INFO : Epoch 1798 | loss: 0.0312307 | val_loss: 0.0312288 | Time: 1736.34 ms [2021-11-26 13:43:04 main:581] : INFO : Epoch 1799 | loss: 0.0312299 | val_loss: 0.0312281 | Time: 1747.58 ms [2021-11-26 13:43:06 main:581] : INFO : Epoch 1800 | loss: 0.0312298 | val_loss: 0.0312299 | Time: 1739.15 ms [2021-11-26 13:43:07 main:581] : INFO : Epoch 1801 | loss: 0.0312298 | val_loss: 0.0312274 | Time: 1744.28 ms [2021-11-26 13:43:09 main:581] : INFO : Epoch 1802 | loss: 0.0312289 | val_loss: 0.0312268 | Time: 1741.04 ms [2021-11-26 13:43:11 main:581] : INFO : Epoch 1803 | loss: 0.0312282 | val_loss: 0.0312264 | Time: 1734.52 ms [2021-11-26 13:43:13 main:581] : INFO : Epoch 1804 | loss: 0.0312287 | val_loss: 0.0312263 | Time: 1742.93 ms [2021-11-26 13:43:14 main:581] : INFO : Epoch 1805 | loss: 0.0312278 | val_loss: 0.0312259 | Time: 1742.38 ms [2021-11-26 13:43:16 main:581] : INFO : Epoch 1806 | loss: 0.0312275 | val_loss: 0.0312262 | Time: 1746.02 ms [2021-11-26 13:43:18 main:581] : INFO : Epoch 1807 | loss: 0.0312281 | val_loss: 0.0312281 | Time: 1738.01 ms [2021-11-26 13:43:20 main:581] : INFO : Epoch 1808 | loss: 0.0312278 | val_loss: 0.0312256 | Time: 1736.03 ms [2021-11-26 13:43:21 main:581] : INFO : Epoch 1809 | loss: 0.0312273 | val_loss: 0.0312255 | Time: 1738.47 ms [2021-11-26 13:43:23 main:581] : INFO : Epoch 1810 | loss: 0.0312278 | val_loss: 0.0312258 | Time: 1730.95 ms [2021-11-26 13:43:25 main:581] : INFO : Epoch 1811 | loss: 0.031229 | val_loss: 0.0312252 | Time: 1739.33 ms [2021-11-26 13:43:26 main:581] : INFO : Epoch 1812 | loss: 0.0312286 | val_loss: 0.0312271 | Time: 1739.39 ms [2021-11-26 13:43:28 main:581] : INFO : Epoch 1813 | loss: 0.0312291 | val_loss: 0.0312264 | Time: 1739.13 ms [2021-11-26 13:43:30 main:581] : INFO : Epoch 1814 | loss: 0.0312282 | val_loss: 0.0312254 | Time: 1737.18 ms [2021-11-26 13:43:32 main:581] : INFO : Epoch 1815 | loss: 0.0312271 | val_loss: 0.0312284 | Time: 1733.99 ms [2021-11-26 13:43:33 main:581] : INFO : Epoch 1816 | loss: 0.031228 | val_loss: 0.0312251 | Time: 1739.96 ms [2021-11-26 13:43:35 main:581] : INFO : Epoch 1817 | loss: 0.0312269 | val_loss: 0.0312265 | Time: 1741.62 ms [2021-11-26 13:43:37 main:581] : INFO : Epoch 1818 | loss: 0.0312267 | val_loss: 0.0312247 | Time: 1742.74 ms [2021-11-26 13:43:39 main:581] : INFO : Epoch 1819 | loss: 0.0312269 | val_loss: 0.0312248 | Time: 1739.51 ms [2021-11-26 13:43:40 main:581] : INFO : Epoch 1820 | loss: 0.0312266 | val_loss: 0.031225 | Time: 1745.16 ms [2021-11-26 13:43:42 main:581] : INFO : Epoch 1821 | loss: 0.0312267 | val_loss: 0.0312248 | Time: 1743.06 ms [2021-11-26 13:43:44 main:581] : INFO : Epoch 1822 | loss: 0.0312269 | val_loss: 0.0312284 | Time: 1729.4 ms [2021-11-26 13:43:46 main:581] : INFO : Epoch 1823 | loss: 0.0312269 | val_loss: 0.0312248 | Time: 1737.51 ms [2021-11-26 13:43:47 main:581] : INFO : Epoch 1824 | loss: 0.0312291 | val_loss: 0.0312255 | Time: 1741.38 ms [2021-11-26 13:43:49 main:581] : INFO : Epoch 1825 | loss: 0.0312267 | val_loss: 0.0312247 | Time: 1736.71 ms [2021-11-26 13:43:51 main:581] : INFO : Epoch 1826 | loss: 0.0312266 | val_loss: 0.0312264 | Time: 1740.05 ms [2021-11-26 13:43:53 main:581] : INFO : Epoch 1827 | loss: 0.0312273 | val_loss: 0.0312246 | Time: 1737.36 ms [2021-11-26 13:43:54 main:581] : INFO : Epoch 1828 | loss: 0.0312266 | val_loss: 0.0312248 | Time: 1736.71 ms [2021-11-26 13:43:56 main:581] : INFO : Epoch 1829 | loss: 0.0312284 | val_loss: 0.0312254 | Time: 1739.23 ms [2021-11-26 13:43:58 main:581] : INFO : Epoch 1830 | loss: 0.0312269 | val_loss: 0.0312252 | Time: 1737.6 ms [2021-11-26 13:44:00 main:581] : INFO : Epoch 1831 | loss: 0.0312266 | val_loss: 0.031225 | Time: 1744.16 ms [2021-11-26 13:44:01 main:581] : INFO : Epoch 1832 | loss: 0.0312291 | val_loss: 0.0312247 | Time: 1743.52 ms [2021-11-26 13:44:03 main:581] : INFO : Epoch 1833 | loss: 0.0312269 | val_loss: 0.0312251 | Time: 1740.77 ms [2021-11-26 13:44:05 main:581] : INFO : Epoch 1834 | loss: 0.0312276 | val_loss: 0.0312251 | Time: 1733.15 ms [2021-11-26 13:44:06 main:581] : INFO : Epoch 1835 | loss: 0.031227 | val_loss: 0.0312241 | Time: 1740.1 ms [2021-11-26 13:44:08 main:581] : INFO : Epoch 1836 | loss: 0.0312274 | val_loss: 0.0312252 | Time: 1740.82 ms [2021-11-26 13:44:10 main:581] : INFO : Epoch 1837 | loss: 0.0312275 | val_loss: 0.0312241 | Time: 1745.74 ms [2021-11-26 13:44:12 main:581] : INFO : Epoch 1838 | loss: 0.0312304 | val_loss: 0.0312297 | Time: 1744.67 ms [2021-11-26 13:44:13 main:581] : INFO : Epoch 1839 | loss: 0.0312276 | val_loss: 0.0312246 | Time: 1739.33 ms [2021-11-26 13:44:15 main:581] : INFO : Epoch 1840 | loss: 0.0312268 | val_loss: 0.0312241 | Time: 1748.24 ms [2021-11-26 13:44:17 main:581] : INFO : Epoch 1841 | loss: 0.0312283 | val_loss: 0.0312292 | Time: 1741.62 ms [2021-11-26 13:44:19 main:581] : INFO : Epoch 1842 | loss: 0.0312289 | val_loss: 0.0312243 | Time: 1751.53 ms [2021-11-26 13:44:20 main:581] : INFO : Epoch 1843 | loss: 0.0312275 | val_loss: 0.0312276 | Time: 1746.29 ms [2021-11-26 13:44:22 main:581] : INFO : Epoch 1844 | loss: 0.0312285 | val_loss: 0.0312258 | Time: 1742.7 ms [2021-11-26 13:44:24 main:581] : INFO : Epoch 1845 | loss: 0.0312273 | val_loss: 0.0312246 | Time: 1744.76 ms [2021-11-26 13:44:26 main:581] : INFO : Epoch 1846 | loss: 0.0312268 | val_loss: 0.0312244 | Time: 1744.33 ms [2021-11-26 13:44:27 main:581] : INFO : Epoch 1847 | loss: 0.0312263 | val_loss: 0.031224 | Time: 1749.91 ms [2021-11-26 13:44:29 main:581] : INFO : Epoch 1848 | loss: 0.0312278 | val_loss: 0.031224 | Time: 1738.13 ms [2021-11-26 13:44:31 main:581] : INFO : Epoch 1849 | loss: 0.0312268 | val_loss: 0.0312243 | Time: 1735.87 ms [2021-11-26 13:44:33 main:581] : INFO : Epoch 1850 | loss: 0.0312272 | val_loss: 0.0312249 | Time: 1735.44 ms [2021-11-26 13:44:34 main:581] : INFO : Epoch 1851 | loss: 0.0312276 | val_loss: 0.0312283 | Time: 1739.88 ms [2021-11-26 13:44:36 main:581] : INFO : Epoch 1852 | loss: 0.0312276 | val_loss: 0.0312242 | Time: 1747.56 ms [2021-11-26 13:44:38 main:581] : INFO : Epoch 1853 | loss: 0.0312265 | val_loss: 0.0312267 | Time: 1730.37 ms [2021-11-26 13:44:40 main:581] : INFO : Epoch 1854 | loss: 0.0312271 | val_loss: 0.0312266 | Time: 1737.93 ms [2021-11-26 13:44:41 main:581] : INFO : Epoch 1855 | loss: 0.0312265 | val_loss: 0.0312245 | Time: 1737.75 ms [2021-11-26 13:44:43 main:581] : INFO : Epoch 1856 | loss: 0.0312266 | val_loss: 0.031224 | Time: 1740.39 ms [2021-11-26 13:44:45 main:581] : INFO : Epoch 1857 | loss: 0.0312277 | val_loss: 0.0312262 | Time: 1735.61 ms [2021-11-26 13:44:47 main:581] : INFO : Epoch 1858 | loss: 0.0312273 | val_loss: 0.0312248 | Time: 1742.8 ms [2021-11-26 13:44:48 main:581] : INFO : Epoch 1859 | loss: 0.031227 | val_loss: 0.0312249 | Time: 1762.42 ms [2021-11-26 13:44:50 main:581] : INFO : Epoch 1860 | loss: 0.0312272 | val_loss: 0.0312239 | Time: 1743.71 ms [2021-11-26 13:44:52 main:581] : INFO : Epoch 1861 | loss: 0.0312265 | val_loss: 0.0312239 | Time: 1746.6 ms [2021-11-26 13:44:54 main:581] : INFO : Epoch 1862 | loss: 0.0312263 | val_loss: 0.031224 | Time: 1744.76 ms [2021-11-26 13:44:55 main:581] : INFO : Epoch 1863 | loss: 0.0312267 | val_loss: 0.031224 | Time: 1747.51 ms [2021-11-26 13:44:57 main:581] : INFO : Epoch 1864 | loss: 0.0312273 | val_loss: 0.0312247 | Time: 1740.66 ms [2021-11-26 13:44:59 main:581] : INFO : Epoch 1865 | loss: 0.0312269 | val_loss: 0.0312241 | Time: 1742.4 ms [2021-11-26 13:45:01 main:581] : INFO : Epoch 1866 | loss: 0.0312265 | val_loss: 0.0312239 | Time: 1737.58 ms [2021-11-26 13:45:02 main:581] : INFO : Epoch 1867 | loss: 0.0312269 | val_loss: 0.0312241 | Time: 1745.05 ms [2021-11-26 13:45:04 main:581] : INFO : Epoch 1868 | loss: 0.0312263 | val_loss: 0.0312241 | Time: 1727.92 ms [2021-11-26 13:45:06 main:581] : INFO : Epoch 1869 | loss: 0.0312266 | val_loss: 0.0312252 | Time: 1736.33 ms [2021-11-26 13:45:07 main:581] : INFO : Epoch 1870 | loss: 0.0312267 | val_loss: 0.0312245 | Time: 1734.79 ms [2021-11-26 13:45:09 main:581] : INFO : Epoch 1871 | loss: 0.0312268 | val_loss: 0.031224 | Time: 1734.68 ms [2021-11-26 13:45:11 main:581] : INFO : Epoch 1872 | loss: 0.0312278 | val_loss: 0.031224 | Time: 1739.27 ms [2021-11-26 13:45:13 main:581] : INFO : Epoch 1873 | loss: 0.0312266 | val_loss: 0.0312241 | Time: 1747.4 ms [2021-11-26 13:45:14 main:581] : INFO : Epoch 1874 | loss: 0.0312271 | val_loss: 0.0312239 | Time: 1740.96 ms [2021-11-26 13:45:16 main:581] : INFO : Epoch 1875 | loss: 0.0312278 | val_loss: 0.0312238 | Time: 1751.75 ms [2021-11-26 13:45:18 main:581] : INFO : Epoch 1876 | loss: 0.0312264 | val_loss: 0.0312249 | Time: 1741.43 ms [2021-11-26 13:45:20 main:581] : INFO : Epoch 1877 | loss: 0.0312268 | val_loss: 0.031224 | Time: 1749.46 ms [2021-11-26 13:45:21 main:581] : INFO : Epoch 1878 | loss: 0.0312271 | val_loss: 0.0312259 | Time: 1745.83 ms [2021-11-26 13:45:23 main:581] : INFO : Epoch 1879 | loss: 0.0312265 | val_loss: 0.0312239 | Time: 1746.18 ms [2021-11-26 13:45:25 main:581] : INFO : Epoch 1880 | loss: 0.0312277 | val_loss: 0.0312238 | Time: 1752.76 ms [2021-11-26 13:45:27 main:581] : INFO : Epoch 1881 | loss: 0.0312278 | val_loss: 0.0312255 | Time: 1752.34 ms [2021-11-26 13:45:28 main:581] : INFO : Epoch 1882 | loss: 0.0312283 | val_loss: 0.0312311 | Time: 1734.69 ms [2021-11-26 13:45:30 main:581] : INFO : Epoch 1883 | loss: 0.0312277 | val_loss: 0.0312254 | Time: 1740.45 ms [2021-11-26 13:45:32 main:581] : INFO : Epoch 1884 | loss: 0.0312272 | val_loss: 0.0312258 | Time: 1741.3 ms [2021-11-26 13:45:34 main:581] : INFO : Epoch 1885 | loss: 0.0312265 | val_loss: 0.0312237 | Time: 1740.77 ms [2021-11-26 13:45:35 main:581] : INFO : Epoch 1886 | loss: 0.0312263 | val_loss: 0.0312239 | Time: 1746.42 ms [2021-11-26 13:45:37 main:581] : INFO : Epoch 1887 | loss: 0.0312262 | val_loss: 0.0312237 | Time: 1742.69 ms [2021-11-26 13:45:39 main:581] : INFO : Epoch 1888 | loss: 0.0312269 | val_loss: 0.0312239 | Time: 1746.49 ms [2021-11-26 13:45:41 main:581] : INFO : Epoch 1889 | loss: 0.0312285 | val_loss: 0.0312276 | Time: 1743.72 ms [2021-11-26 13:45:42 main:581] : INFO : Epoch 1890 | loss: 0.0312288 | val_loss: 0.0312246 | Time: 1743.96 ms [2021-11-26 13:45:44 main:581] : INFO : Epoch 1891 | loss: 0.0312276 | val_loss: 0.0312242 | Time: 1742.48 ms [2021-11-26 13:45:46 main:581] : INFO : Epoch 1892 | loss: 0.0312271 | val_loss: 0.0312275 | Time: 1741.82 ms [2021-11-26 13:45:48 main:581] : INFO : Epoch 1893 | loss: 0.0312287 | val_loss: 0.0312278 | Time: 1730.83 ms [2021-11-26 13:45:49 main:581] : INFO : Epoch 1894 | loss: 0.0312284 | val_loss: 0.0312248 | Time: 1744.05 ms [2021-11-26 13:45:51 main:581] : INFO : Epoch 1895 | loss: 0.0312271 | val_loss: 0.0312252 | Time: 1750.41 ms [2021-11-26 13:45:53 main:581] : INFO : Epoch 1896 | loss: 0.031227 | val_loss: 0.0312242 | Time: 1753.93 ms [2021-11-26 13:45:55 main:581] : INFO : Epoch 1897 | loss: 0.0312265 | val_loss: 0.0312247 | Time: 1749.34 ms [2021-11-26 13:45:56 main:581] : INFO : Epoch 1898 | loss: 0.031227 | val_loss: 0.0312252 | Time: 1740.21 ms [2021-11-26 13:45:58 main:581] : INFO : Epoch 1899 | loss: 0.0312268 | val_loss: 0.0312244 | Time: 1744.82 ms [2021-11-26 13:46:00 main:581] : INFO : Epoch 1900 | loss: 0.0312265 | val_loss: 0.0312253 | Time: 1749.27 ms [2021-11-26 13:46:02 main:581] : INFO : Epoch 1901 | loss: 0.0312266 | val_loss: 0.0312239 | Time: 1759.23 ms [2021-11-26 13:46:03 main:581] : INFO : Epoch 1902 | loss: 0.0312271 | val_loss: 0.031224 | Time: 1755.71 ms [2021-11-26 13:46:05 main:581] : INFO : Epoch 1903 | loss: 0.0312265 | val_loss: 0.0312238 | Time: 1748.44 ms [2021-11-26 13:46:07 main:581] : INFO : Epoch 1904 | loss: 0.0312265 | val_loss: 0.0312278 | Time: 1755.84 ms [2021-11-26 13:46:09 main:581] : INFO : Epoch 1905 | loss: 0.0312281 | val_loss: 0.0312255 | Time: 1737.68 ms [2021-11-26 13:46:10 main:581] : INFO : Epoch 1906 | loss: 0.0312268 | val_loss: 0.0312265 | Time: 1739.87 ms [2021-11-26 13:46:12 main:581] : INFO : Epoch 1907 | loss: 0.0312268 | val_loss: 0.0312238 | Time: 1743.03 ms [2021-11-26 13:46:14 main:581] : INFO : Epoch 1908 | loss: 0.0312263 | val_loss: 0.0312245 | Time: 1755.34 ms [2021-11-26 13:46:16 main:581] : INFO : Epoch 1909 | loss: 0.0312267 | val_loss: 0.0312239 | Time: 1718.33 ms [2021-11-26 13:46:17 main:581] : INFO : Epoch 1910 | loss: 0.0312272 | val_loss: 0.031224 | Time: 1738.99 ms [2021-11-26 13:46:19 main:581] : INFO : Epoch 1911 | loss: 0.0312267 | val_loss: 0.0312238 | Time: 1740.26 ms [2021-11-26 13:46:21 main:581] : INFO : Epoch 1912 | loss: 0.0312272 | val_loss: 0.031225 | Time: 1734.89 ms [2021-11-26 13:46:22 main:581] : INFO : Epoch 1913 | loss: 0.0312275 | val_loss: 0.0312244 | Time: 1753.06 ms [2021-11-26 13:46:24 main:581] : INFO : Epoch 1914 | loss: 0.0312294 | val_loss: 0.0312286 | Time: 1747.89 ms [2021-11-26 13:46:26 main:581] : INFO : Epoch 1915 | loss: 0.0312275 | val_loss: 0.0312243 | Time: 1746.85 ms [2021-11-26 13:46:28 main:581] : INFO : Epoch 1916 | loss: 0.031227 | val_loss: 0.0312241 | Time: 1740.39 ms [2021-11-26 13:46:29 main:581] : INFO : Epoch 1917 | loss: 0.0312279 | val_loss: 0.0312247 | Time: 1741.58 ms [2021-11-26 13:46:31 main:581] : INFO : Epoch 1918 | loss: 0.031227 | val_loss: 0.0312263 | Time: 1737.04 ms [2021-11-26 13:46:33 main:581] : INFO : Epoch 1919 | loss: 0.0312265 | val_loss: 0.0312246 | Time: 1735 ms [2021-11-26 13:46:35 main:581] : INFO : Epoch 1920 | loss: 0.0312267 | val_loss: 0.0312261 | Time: 1730.74 ms [2021-11-26 13:46:36 main:581] : INFO : Epoch 1921 | loss: 0.0312285 | val_loss: 0.0312238 | Time: 1732.81 ms [2021-11-26 13:46:38 main:581] : INFO : Epoch 1922 | loss: 0.0312273 | val_loss: 0.0312239 | Time: 1741.15 ms [2021-11-26 13:46:40 main:581] : INFO : Epoch 1923 | loss: 0.0312265 | val_loss: 0.0312239 | Time: 1711.64 ms [2021-11-26 13:46:42 main:581] : INFO : Epoch 1924 | loss: 0.0312264 | val_loss: 0.0312238 | Time: 1747.1 ms [2021-11-26 13:46:43 main:581] : INFO : Epoch 1925 | loss: 0.031227 | val_loss: 0.0312244 | Time: 1737.98 ms [2021-11-26 13:46:45 main:581] : INFO : Epoch 1926 | loss: 0.0312268 | val_loss: 0.0312255 | Time: 1737.57 ms [2021-11-26 13:46:47 main:581] : INFO : Epoch 1927 | loss: 0.0312266 | val_loss: 0.031224 | Time: 1735.67 ms [2021-11-26 13:46:49 main:581] : INFO : Epoch 1928 | loss: 0.031227 | val_loss: 0.0312255 | Time: 1730.45 ms [2021-11-26 13:46:50 main:581] : INFO : Epoch 1929 | loss: 0.0312276 | val_loss: 0.0312243 | Time: 1742.21 ms [2021-11-26 13:46:52 main:581] : INFO : Epoch 1930 | loss: 0.031227 | val_loss: 0.0312237 | Time: 1738.75 ms [2021-11-26 13:46:54 main:581] : INFO : Epoch 1931 | loss: 0.0312265 | val_loss: 0.0312238 | Time: 1741.17 ms [2021-11-26 13:46:55 main:581] : INFO : Epoch 1932 | loss: 0.0312264 | val_loss: 0.0312241 | Time: 1740.9 ms [2021-11-26 13:46:57 main:581] : INFO : Epoch 1933 | loss: 0.0312267 | val_loss: 0.031224 | Time: 1742.78 ms [2021-11-26 13:46:59 main:581] : INFO : Epoch 1934 | loss: 0.0312267 | val_loss: 0.0312241 | Time: 1738.05 ms [2021-11-26 13:47:01 main:581] : INFO : Epoch 1935 | loss: 0.0312285 | val_loss: 0.0312272 | Time: 1731.88 ms [2021-11-26 13:47:02 main:581] : INFO : Epoch 1936 | loss: 0.0312274 | val_loss: 0.0312241 | Time: 1732.75 ms [2021-11-26 13:47:04 main:581] : INFO : Epoch 1937 | loss: 0.031228 | val_loss: 0.0312238 | Time: 1742.29 ms [2021-11-26 13:47:06 main:581] : INFO : Epoch 1938 | loss: 0.031227 | val_loss: 0.0312243 | Time: 1740.17 ms [2021-11-26 13:47:08 main:581] : INFO : Epoch 1939 | loss: 0.0312265 | val_loss: 0.0312244 | Time: 1739.36 ms [2021-11-26 13:47:09 main:581] : INFO : Epoch 1940 | loss: 0.031227 | val_loss: 0.0312241 | Time: 1739.44 ms [2021-11-26 13:47:11 main:581] : INFO : Epoch 1941 | loss: 0.0312265 | val_loss: 0.0312238 | Time: 1743.29 ms [2021-11-26 13:47:13 main:581] : INFO : Epoch 1942 | loss: 0.0312265 | val_loss: 0.0312251 | Time: 1747.62 ms [2021-11-26 13:47:15 main:581] : INFO : Epoch 1943 | loss: 0.0312269 | val_loss: 0.0312236 | Time: 1740.77 ms [2021-11-26 13:47:16 main:581] : INFO : Epoch 1944 | loss: 0.0312275 | val_loss: 0.031231 | Time: 1742.62 ms [2021-11-26 13:47:18 main:581] : INFO : Epoch 1945 | loss: 0.0312303 | val_loss: 0.0312286 | Time: 1743.44 ms [2021-11-26 13:47:20 main:581] : INFO : Epoch 1946 | loss: 0.0312291 | val_loss: 0.0312243 | Time: 1744.28 ms [2021-11-26 13:47:22 main:581] : INFO : Epoch 1947 | loss: 0.031227 | val_loss: 0.0312242 | Time: 1748.1 ms [2021-11-26 13:47:23 main:581] : INFO : Epoch 1948 | loss: 0.0312264 | val_loss: 0.0312237 | Time: 1738.96 ms [2021-11-26 13:47:25 main:581] : INFO : Epoch 1949 | loss: 0.0312263 | val_loss: 0.0312238 | Time: 1736.15 ms [2021-11-26 13:47:27 main:581] : INFO : Epoch 1950 | loss: 0.0312268 | val_loss: 0.0312238 | Time: 1731.85 ms [2021-11-26 13:47:29 main:581] : INFO : Epoch 1951 | loss: 0.0312262 | val_loss: 0.0312239 | Time: 1730.77 ms [2021-11-26 13:47:30 main:581] : INFO : Epoch 1952 | loss: 0.0312269 | val_loss: 0.0312251 | Time: 1743.67 ms [2021-11-26 13:47:32 main:581] : INFO : Epoch 1953 | loss: 0.0312269 | val_loss: 0.0312253 | Time: 1718.34 ms [2021-11-26 13:47:34 main:581] : INFO : Epoch 1954 | loss: 0.031227 | val_loss: 0.0312242 | Time: 1748.74 ms [2021-11-26 13:47:36 main:581] : INFO : Epoch 1955 | loss: 0.0312267 | val_loss: 0.0312238 | Time: 1749 ms [2021-11-26 13:47:37 main:581] : INFO : Epoch 1956 | loss: 0.0312265 | val_loss: 0.0312245 | Time: 1744.74 ms [2021-11-26 13:47:39 main:581] : INFO : Epoch 1957 | loss: 0.0312267 | val_loss: 0.0312239 | Time: 1740.64 ms [2021-11-26 13:47:41 main:581] : INFO : Epoch 1958 | loss: 0.0312266 | val_loss: 0.0312244 | Time: 1736.99 ms [2021-11-26 13:47:42 main:581] : INFO : Epoch 1959 | loss: 0.0312265 | val_loss: 0.0312241 | Time: 1735.53 ms [2021-11-26 13:47:44 main:581] : INFO : Epoch 1960 | loss: 0.0312269 | val_loss: 0.0312237 | Time: 1735.29 ms [2021-11-26 13:47:46 main:581] : INFO : Epoch 1961 | loss: 0.0312264 | val_loss: 0.0312238 | Time: 1734.65 ms [2021-11-26 13:47:48 main:581] : INFO : Epoch 1962 | loss: 0.0312273 | val_loss: 0.0312251 | Time: 1730.75 ms [2021-11-26 13:47:49 main:581] : INFO : Epoch 1963 | loss: 0.0312277 | val_loss: 0.0312249 | Time: 1748.39 ms [2021-11-26 13:47:51 main:581] : INFO : Epoch 1964 | loss: 0.0312283 | val_loss: 0.0312237 | Time: 1743.78 ms [2021-11-26 13:47:53 main:581] : INFO : Epoch 1965 | loss: 0.031227 | val_loss: 0.0312247 | Time: 1746.77 ms [2021-11-26 13:47:55 main:581] : INFO : Epoch 1966 | loss: 0.0312264 | val_loss: 0.0312235 | Time: 1747.1 ms [2021-11-26 13:47:56 main:581] : INFO : Epoch 1967 | loss: 0.0312267 | val_loss: 0.0312239 | Time: 1739.59 ms [2021-11-26 13:47:58 main:581] : INFO : Epoch 1968 | loss: 0.0312269 | val_loss: 0.0312241 | Time: 1725.88 ms [2021-11-26 13:48:00 main:581] : INFO : Epoch 1969 | loss: 0.0312271 | val_loss: 0.0312238 | Time: 1725.64 ms [2021-11-26 13:48:02 main:581] : INFO : Epoch 1970 | loss: 0.0312268 | val_loss: 0.0312236 | Time: 1737.96 ms [2021-11-26 13:48:03 main:581] : INFO : Epoch 1971 | loss: 0.0312276 | val_loss: 0.031225 | Time: 1727.24 ms [2021-11-26 13:48:05 main:581] : INFO : Epoch 1972 | loss: 0.0312269 | val_loss: 0.0312246 | Time: 1738.64 ms [2021-11-26 13:48:07 main:581] : INFO : Epoch 1973 | loss: 0.0312271 | val_loss: 0.0312253 | Time: 1743.29 ms [2021-11-26 13:48:09 main:581] : INFO : Epoch 1974 | loss: 0.0312272 | val_loss: 0.031224 | Time: 1739.59 ms [2021-11-26 13:48:10 main:581] : INFO : Epoch 1975 | loss: 0.031227 | val_loss: 0.0312264 | Time: 1736.91 ms [2021-11-26 13:48:12 main:581] : INFO : Epoch 1976 | loss: 0.0312277 | val_loss: 0.0312241 | Time: 1738.18 ms [2021-11-26 13:48:14 main:581] : INFO : Epoch 1977 | loss: 0.031228 | val_loss: 0.0312236 | Time: 1739.6 ms [2021-11-26 13:48:16 main:581] : INFO : Epoch 1978 | loss: 0.0312287 | val_loss: 0.0312247 | Time: 1743.83 ms [2021-11-26 13:48:17 main:581] : INFO : Epoch 1979 | loss: 0.0312269 | val_loss: 0.0312239 | Time: 1746.16 ms [2021-11-26 13:48:19 main:581] : INFO : Epoch 1980 | loss: 0.0312268 | val_loss: 0.0312263 | Time: 1743.9 ms [2021-11-26 13:48:21 main:581] : INFO : Epoch 1981 | loss: 0.0312272 | val_loss: 0.031224 | Time: 1744.71 ms [2021-11-26 13:48:22 main:581] : INFO : Epoch 1982 | loss: 0.0312265 | val_loss: 0.0312234 | Time: 1743.81 ms [2021-11-26 13:48:24 main:581] : INFO : Epoch 1983 | loss: 0.031227 | val_loss: 0.0312234 | Time: 1743.05 ms [2021-11-26 13:48:26 main:581] : INFO : Epoch 1984 | loss: 0.0312277 | val_loss: 0.031224 | Time: 1743.14 ms [2021-11-26 13:48:28 main:581] : INFO : Epoch 1985 | loss: 0.0312264 | val_loss: 0.0312237 | Time: 1747.61 ms [2021-11-26 13:48:29 main:581] : INFO : Epoch 1986 | loss: 0.0312268 | val_loss: 0.0312238 | Time: 1739.25 ms [2021-11-26 13:48:31 main:581] : INFO : Epoch 1987 | loss: 0.0312262 | val_loss: 0.0312251 | Time: 1740 ms [2021-11-26 13:48:33 main:581] : INFO : Epoch 1988 | loss: 0.0312274 | val_loss: 0.0312254 | Time: 1739.69 ms [2021-11-26 13:48:35 main:581] : INFO : Epoch 1989 | loss: 0.0312271 | val_loss: 0.0312252 | Time: 1743.44 ms [2021-11-26 13:48:36 main:581] : INFO : Epoch 1990 | loss: 0.0312271 | val_loss: 0.0312238 | Time: 1739.93 ms [2021-11-26 13:48:38 main:581] : INFO : Epoch 1991 | loss: 0.0312268 | val_loss: 0.0312254 | Time: 1740.08 ms [2021-11-26 13:48:40 main:581] : INFO : Epoch 1992 | loss: 0.0312273 | val_loss: 0.031225 | Time: 1736.58 ms [2021-11-26 13:48:42 main:581] : INFO : Epoch 1993 | loss: 0.0312275 | val_loss: 0.0312249 | Time: 1747.38 ms [2021-11-26 13:48:43 main:581] : INFO : Epoch 1994 | loss: 0.0312287 | val_loss: 0.0312258 | Time: 1737.45 ms [2021-11-26 13:48:45 main:581] : INFO : Epoch 1995 | loss: 0.0312275 | val_loss: 0.031224 | Time: 1738.31 ms [2021-11-26 13:48:47 main:581] : INFO : Epoch 1996 | loss: 0.0312272 | val_loss: 0.0312237 | Time: 1739.3 ms [2021-11-26 13:48:49 main:581] : INFO : Epoch 1997 | loss: 0.0312269 | val_loss: 0.0312235 | Time: 1739.29 ms [2021-11-26 13:48:50 main:581] : INFO : Epoch 1998 | loss: 0.0312274 | val_loss: 0.0312242 | Time: 1735.21 ms [2021-11-26 13:48:52 main:581] : INFO : Epoch 1999 | loss: 0.0312276 | val_loss: 0.0312251 | Time: 1743.26 ms [2021-11-26 13:48:54 main:581] : INFO : Epoch 2000 | loss: 0.0312279 | val_loss: 0.0312245 | Time: 1748.43 ms [2021-11-26 13:48:56 main:581] : INFO : Epoch 2001 | loss: 0.0312265 | val_loss: 0.0312236 | Time: 1750.62 ms [2021-11-26 13:48:57 main:581] : INFO : Epoch 2002 | loss: 0.0312264 | val_loss: 0.0312233 | Time: 1745.52 ms [2021-11-26 13:48:59 main:581] : INFO : Epoch 2003 | loss: 0.0312267 | val_loss: 0.0312238 | Time: 1733.08 ms [2021-11-26 13:49:01 main:581] : INFO : Epoch 2004 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 1746.72 ms [2021-11-26 13:49:03 main:581] : INFO : Epoch 2005 | loss: 0.0312278 | val_loss: 0.0312238 | Time: 1743.72 ms [2021-11-26 13:49:04 main:581] : INFO : Epoch 2006 | loss: 0.0312268 | val_loss: 0.0312233 | Time: 1747.1 ms [2021-11-26 13:49:06 main:581] : INFO : Epoch 2007 | loss: 0.0312279 | val_loss: 0.0312247 | Time: 1748.01 ms [2021-11-26 13:49:08 main:581] : INFO : Epoch 2008 | loss: 0.0312277 | val_loss: 0.0312252 | Time: 1739.06 ms [2021-11-26 13:49:10 main:581] : INFO : Epoch 2009 | loss: 0.0312271 | val_loss: 0.0312235 | Time: 1740.64 ms [2021-11-26 13:49:11 main:581] : INFO : Epoch 2010 | loss: 0.0312265 | val_loss: 0.0312249 | Time: 1737.37 ms [2021-11-26 13:49:13 main:581] : INFO : Epoch 2011 | loss: 0.0312278 | val_loss: 0.031224 | Time: 1737.67 ms [2021-11-26 13:49:15 main:581] : INFO : Epoch 2012 | loss: 0.0312276 | val_loss: 0.0312241 | Time: 1726.47 ms [2021-11-26 13:49:16 main:581] : INFO : Epoch 2013 | loss: 0.0312277 | val_loss: 0.0312241 | Time: 1744.83 ms [2021-11-26 13:49:18 main:581] : INFO : Epoch 2014 | loss: 0.0312266 | val_loss: 0.0312237 | Time: 1748.23 ms [2021-11-26 13:49:20 main:581] : INFO : Epoch 2015 | loss: 0.0312267 | val_loss: 0.031224 | Time: 1748.62 ms [2021-11-26 13:49:22 main:581] : INFO : Epoch 2016 | loss: 0.0312288 | val_loss: 0.0312247 | Time: 1748.03 ms [2021-11-26 13:49:23 main:581] : INFO : Epoch 2017 | loss: 0.0312274 | val_loss: 0.0312239 | Time: 1745.7 ms [2021-11-26 13:49:25 main:581] : INFO : Epoch 2018 | loss: 0.0312275 | val_loss: 0.0312258 | Time: 1744.5 ms [2021-11-26 13:49:27 main:581] : INFO : Epoch 2019 | loss: 0.0312307 | val_loss: 0.0312282 | Time: 1711 ms [2021-11-26 13:49:29 main:581] : INFO : Epoch 2020 | loss: 0.031229 | val_loss: 0.031225 | Time: 1735.85 ms [2021-11-26 13:49:30 main:581] : INFO : Epoch 2021 | loss: 0.0312275 | val_loss: 0.0312244 | Time: 1745.27 ms [2021-11-26 13:49:32 main:581] : INFO : Epoch 2022 | loss: 0.0312269 | val_loss: 0.0312257 | Time: 1735.83 ms [2021-11-26 13:49:34 main:581] : INFO : Epoch 2023 | loss: 0.0312273 | val_loss: 0.0312257 | Time: 1743.6 ms [2021-11-26 13:49:36 main:581] : INFO : Epoch 2024 | loss: 0.0312272 | val_loss: 0.0312236 | Time: 1739.98 ms [2021-11-26 13:49:37 main:581] : INFO : Epoch 2025 | loss: 0.0312267 | val_loss: 0.0312234 | Time: 1739.13 ms [2021-11-26 13:49:39 main:581] : INFO : Epoch 2026 | loss: 0.0312267 | val_loss: 0.0312241 | Time: 1740.68 ms [2021-11-26 13:49:41 main:581] : INFO : Epoch 2027 | loss: 0.0312267 | val_loss: 0.0312236 | Time: 1727.59 ms [2021-11-26 13:49:43 main:581] : INFO : Epoch 2028 | loss: 0.0312267 | val_loss: 0.0312233 | Time: 1748.7 ms [2021-11-26 13:49:44 main:581] : INFO : Epoch 2029 | loss: 0.0312292 | val_loss: 0.0312234 | Time: 1739.19 ms [2021-11-26 13:49:46 main:581] : INFO : Epoch 2030 | loss: 0.0312283 | val_loss: 0.0312235 | Time: 1736.97 ms [2021-11-26 13:49:48 main:581] : INFO : Epoch 2031 | loss: 0.0312282 | val_loss: 0.0312291 | Time: 1727.38 ms [2021-11-26 13:49:50 main:581] : INFO : Epoch 2032 | loss: 0.0312303 | val_loss: 0.0312257 | Time: 1726.16 ms [2021-11-26 13:49:51 main:581] : INFO : Epoch 2033 | loss: 0.0312286 | val_loss: 0.0312255 | Time: 1733.74 ms [2021-11-26 13:49:53 main:581] : INFO : Epoch 2034 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 1741.7 ms [2021-11-26 13:49:55 main:581] : INFO : Epoch 2035 | loss: 0.0312283 | val_loss: 0.0312244 | Time: 1744.63 ms [2021-11-26 13:49:56 main:581] : INFO : Epoch 2036 | loss: 0.031228 | val_loss: 0.0312276 | Time: 1740.61 ms [2021-11-26 13:49:58 main:581] : INFO : Epoch 2037 | loss: 0.0312285 | val_loss: 0.0312245 | Time: 1730.34 ms [2021-11-26 13:50:00 main:581] : INFO : Epoch 2038 | loss: 0.0312284 | val_loss: 0.031224 | Time: 1742.39 ms [2021-11-26 13:50:02 main:581] : INFO : Epoch 2039 | loss: 0.0312264 | val_loss: 0.031224 | Time: 1730.4 ms [2021-11-26 13:50:03 main:581] : INFO : Epoch 2040 | loss: 0.0312268 | val_loss: 0.0312243 | Time: 1738.94 ms [2021-11-26 13:50:05 main:581] : INFO : Epoch 2041 | loss: 0.0312264 | val_loss: 0.0312239 | Time: 1736.35 ms [2021-11-26 13:50:07 main:581] : INFO : Epoch 2042 | loss: 0.0312264 | val_loss: 0.0312239 | Time: 1733.39 ms [2021-11-26 13:50:09 main:581] : INFO : Epoch 2043 | loss: 0.0312265 | val_loss: 0.0312241 | Time: 1716.56 ms [2021-11-26 13:50:10 main:581] : INFO : Epoch 2044 | loss: 0.0312269 | val_loss: 0.0312242 | Time: 1723.79 ms [2021-11-26 13:50:12 main:581] : INFO : Epoch 2045 | loss: 0.031227 | val_loss: 0.0312263 | Time: 1739.46 ms [2021-11-26 13:50:14 main:581] : INFO : Epoch 2046 | loss: 0.0312298 | val_loss: 0.0312249 | Time: 1743.19 ms [2021-11-26 13:50:16 main:581] : INFO : Epoch 2047 | loss: 0.0312283 | val_loss: 0.0312258 | Time: 1729.04 ms [2021-11-26 13:50:17 main:581] : INFO : Epoch 2048 | loss: 0.0312289 | val_loss: 0.0312265 | Time: 1742.32 ms [2021-11-26 13:50:17 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312265 [2021-11-26 13:50:17 main:610] : INFO : Saving end state to config to file [2021-11-26 13:50:17 main:615] : INFO : Success, exiting.. 13:50:17 (57039): 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)