Task 7689533
| Name | ParityModified-1631735482-11889-1_1 |
| Workunit | 5163017 |
| Created | 29 Sep 2021, 5:09:52 UTC |
| Sent | 29 Sep 2021, 8:27:36 UTC |
| Report deadline | 6 Oct 2021, 8:27:36 UTC |
| Received | 29 Sep 2021, 22:00:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 58 min 51 sec |
| CPU time | 58 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 29 16:45:29 main:581] : INFO : Epoch 1538 | loss: 0.0312286 | val_loss: 0.0312247 | Time: 1714.81 ms [2021-09-29 16:45:31 main:581] : INFO : Epoch 1539 | loss: 0.031228 | val_loss: 0.0312237 | Time: 1725.81 ms [2021-09-29 16:45:33 main:581] : INFO : Epoch 1540 | loss: 0.0312281 | val_loss: 0.0312239 | Time: 1715.74 ms [2021-09-29 16:45:35 main:581] : INFO : Epoch 1541 | loss: 0.0312285 | val_loss: 0.0312244 | Time: 1730.69 ms [2021-09-29 16:45:36 main:581] : INFO : Epoch 1542 | loss: 0.0312281 | val_loss: 0.031225 | Time: 1739.73 ms [2021-09-29 16:45:38 main:581] : INFO : Epoch 1543 | loss: 0.0312282 | val_loss: 0.0312238 | Time: 1714.79 ms [2021-09-29 16:45:40 main:581] : INFO : Epoch 1544 | loss: 0.0312276 | val_loss: 0.0312241 | Time: 1715.71 ms [2021-09-29 16:45:41 main:581] : INFO : Epoch 1545 | loss: 0.0312276 | val_loss: 0.0312241 | Time: 1737.39 ms [2021-09-29 16:45:43 main:581] : INFO : Epoch 1546 | loss: 0.0312279 | val_loss: 0.0312244 | Time: 1714.44 ms [2021-09-29 16:45:45 main:581] : INFO : Epoch 1547 | loss: 0.0312289 | val_loss: 0.0312255 | Time: 1727.05 ms [2021-09-29 16:45:47 main:581] : INFO : Epoch 1548 | loss: 0.0312288 | val_loss: 0.0312252 | Time: 1724.56 ms [2021-09-29 16:45:48 main:581] : INFO : Epoch 1549 | loss: 0.0312284 | val_loss: 0.031224 | Time: 1728.31 ms [2021-09-29 16:45:50 main:581] : INFO : Epoch 1550 | loss: 0.0312281 | val_loss: 0.0312241 | Time: 1733.21 ms [2021-09-29 16:45:52 main:581] : INFO : Epoch 1551 | loss: 0.0312281 | val_loss: 0.0312238 | Time: 1708.45 ms [2021-09-29 16:45:53 main:581] : INFO : Epoch 1552 | loss: 0.0312276 | val_loss: 0.0312239 | Time: 1728.84 ms [2021-09-29 16:45:55 main:581] : INFO : Epoch 1553 | loss: 0.0312271 | val_loss: 0.0312231 | Time: 1730.95 ms [2021-09-29 16:45:57 main:581] : INFO : Epoch 1554 | loss: 0.031227 | val_loss: 0.0312229 | Time: 1740.49 ms [2021-09-29 16:45:59 main:581] : INFO : Epoch 1555 | loss: 0.0312268 | val_loss: 0.0312234 | Time: 1711.75 ms [2021-09-29 16:46:00 main:581] : INFO : Epoch 1556 | loss: 0.0312266 | val_loss: 0.0312227 | Time: 1711.82 ms [2021-09-29 16:46:02 main:581] : INFO : Epoch 1557 | loss: 0.0312272 | val_loss: 0.0312233 | Time: 1728.38 ms [2021-09-29 16:46:04 main:581] : INFO : Epoch 1558 | loss: 0.0312272 | val_loss: 0.0312231 | Time: 1735.01 ms [2021-09-29 16:46:06 main:581] : INFO : Epoch 1559 | loss: 0.0312266 | val_loss: 0.0312226 | Time: 1708.8 ms [2021-09-29 16:46:07 main:581] : INFO : Epoch 1560 | loss: 0.0312267 | val_loss: 0.0312225 | Time: 1709.22 ms [2021-09-29 16:46:09 main:581] : INFO : Epoch 1561 | loss: 0.0312271 | val_loss: 0.0312263 | Time: 1674.82 ms [2021-09-29 16:46:11 main:581] : INFO : Epoch 1562 | loss: 0.0312276 | val_loss: 0.0312232 | Time: 1720.73 ms [2021-09-29 16:46:12 main:581] : INFO : Epoch 1563 | loss: 0.0312268 | val_loss: 0.0312233 | Time: 1713.49 ms [2021-09-29 16:46:14 main:581] : INFO : Epoch 1564 | loss: 0.0312267 | val_loss: 0.0312235 | Time: 1721.02 ms [2021-09-29 16:46:16 main:581] : INFO : Epoch 1565 | loss: 0.0312273 | val_loss: 0.0312241 | Time: 1696.6 ms [2021-09-29 16:46:18 main:581] : INFO : Epoch 1566 | loss: 0.0312267 | val_loss: 0.0312227 | Time: 1703.87 ms [2021-09-29 16:46:19 main:581] : INFO : Epoch 1567 | loss: 0.0312266 | val_loss: 0.0312233 | Time: 1719.08 ms [2021-09-29 16:46:21 main:581] : INFO : Epoch 1568 | loss: 0.0312266 | val_loss: 0.0312224 | Time: 1726.56 ms [2021-09-29 16:46:23 main:581] : INFO : Epoch 1569 | loss: 0.0312262 | val_loss: 0.0312224 | Time: 1715.72 ms [2021-09-29 16:46:24 main:581] : INFO : Epoch 1570 | loss: 0.0312275 | val_loss: 0.0312227 | Time: 1732.8 ms [2021-09-29 16:46:26 main:581] : INFO : Epoch 1571 | loss: 0.0312265 | val_loss: 0.0312229 | Time: 1716.98 ms [2021-09-29 16:46:28 main:581] : INFO : Epoch 1572 | loss: 0.0312267 | val_loss: 0.0312228 | Time: 1713.03 ms [2021-09-29 16:46:30 main:581] : INFO : Epoch 1573 | loss: 0.0312264 | val_loss: 0.031223 | Time: 1725.79 ms [2021-09-29 16:46:31 main:581] : INFO : Epoch 1574 | loss: 0.031226 | val_loss: 0.0312225 | Time: 1741.67 ms [2021-09-29 16:46:33 main:581] : INFO : Epoch 1575 | loss: 0.031226 | val_loss: 0.0312223 | Time: 1724.32 ms [2021-09-29 16:46:35 main:581] : INFO : Epoch 1576 | loss: 0.0312261 | val_loss: 0.0312229 | Time: 1724.08 ms [2021-09-29 16:46:36 main:581] : INFO : Epoch 1577 | loss: 0.0312265 | val_loss: 0.0312225 | Time: 1723.71 ms [2021-09-29 16:46:38 main:581] : INFO : Epoch 1578 | loss: 0.0312264 | val_loss: 0.0312231 | Time: 1705.78 ms [2021-09-29 16:46:40 main:581] : INFO : Epoch 1579 | loss: 0.0312268 | val_loss: 0.0312227 | Time: 1723.4 ms [2021-09-29 16:46:42 main:581] : INFO : Epoch 1580 | loss: 0.0312268 | val_loss: 0.0312235 | Time: 1724.77 ms [2021-09-29 16:46:43 main:581] : INFO : Epoch 1581 | loss: 0.0312268 | val_loss: 0.0312224 | Time: 1735.33 ms [2021-09-29 16:46:45 main:581] : INFO : Epoch 1582 | loss: 0.0312262 | val_loss: 0.0312225 | Time: 1745.8 ms [2021-09-29 16:46:47 main:581] : INFO : Epoch 1583 | loss: 0.0312258 | val_loss: 0.0312227 | Time: 1708.75 ms [2021-09-29 16:46:49 main:581] : INFO : Epoch 1584 | loss: 0.0312258 | val_loss: 0.0312226 | Time: 1714.63 ms [2021-09-29 16:46:50 main:581] : INFO : Epoch 1585 | loss: 0.031226 | val_loss: 0.031223 | Time: 1715.02 ms [2021-09-29 16:46:52 main:581] : INFO : Epoch 1586 | loss: 0.0312274 | val_loss: 0.0312239 | Time: 1728.32 ms [2021-09-29 16:46:54 main:581] : INFO : Epoch 1587 | loss: 0.0312266 | val_loss: 0.031223 | Time: 1728.13 ms [2021-09-29 16:46:55 main:581] : INFO : Epoch 1588 | loss: 0.031228 | val_loss: 0.031226 | Time: 1744.19 ms [2021-09-29 16:46:57 main:581] : INFO : Epoch 1589 | loss: 0.0312282 | val_loss: 0.0312261 | Time: 1724.19 ms [2021-09-29 16:46:59 main:581] : INFO : Epoch 1590 | loss: 0.0312272 | val_loss: 0.0312235 | Time: 1705.87 ms [2021-09-29 16:47:01 main:581] : INFO : Epoch 1591 | loss: 0.0312259 | val_loss: 0.0312225 | Time: 1709.36 ms [2021-09-29 16:47:02 main:581] : INFO : Epoch 1592 | loss: 0.0312259 | val_loss: 0.0312225 | Time: 1718.25 ms [2021-09-29 16:47:04 main:581] : INFO : Epoch 1593 | loss: 0.0312265 | val_loss: 0.0312233 | Time: 1745.89 ms [2021-09-29 16:47:06 main:581] : INFO : Epoch 1594 | loss: 0.031227 | val_loss: 0.031223 | Time: 1718.36 ms [2021-09-29 16:47:08 main:581] : INFO : Epoch 1595 | loss: 0.0312271 | val_loss: 0.0312236 | Time: 1719.51 ms [2021-09-29 16:47:09 main:581] : INFO : Epoch 1596 | loss: 0.0312279 | val_loss: 0.0312238 | Time: 1729.58 ms [2021-09-29 16:47:11 main:581] : INFO : Epoch 1597 | loss: 0.0312271 | val_loss: 0.0312224 | Time: 1705.98 ms [2021-09-29 16:47:13 main:581] : INFO : Epoch 1598 | loss: 0.0312263 | val_loss: 0.0312224 | Time: 1749.49 ms [2021-09-29 16:47:14 main:581] : INFO : Epoch 1599 | loss: 0.0312261 | val_loss: 0.0312224 | Time: 1750.4 ms [2021-09-29 16:47:16 main:581] : INFO : Epoch 1600 | loss: 0.031226 | val_loss: 0.0312222 | Time: 1719.98 ms [2021-09-29 16:47:18 main:581] : INFO : Epoch 1601 | loss: 0.0312259 | val_loss: 0.0312234 | Time: 1725.96 ms [2021-09-29 16:47:20 main:581] : INFO : Epoch 1602 | loss: 0.0312261 | val_loss: 0.0312227 | Time: 1748.24 ms [2021-09-29 16:47:21 main:581] : INFO : Epoch 1603 | loss: 0.0312261 | val_loss: 0.0312222 | Time: 1734.19 ms [2021-09-29 16:47:23 main:581] : INFO : Epoch 1604 | loss: 0.0312275 | val_loss: 0.0312226 | Time: 1714.01 ms [2021-09-29 16:47:25 main:581] : INFO : Epoch 1605 | loss: 0.0312269 | val_loss: 0.0312232 | Time: 1727.02 ms [2021-09-29 16:47:27 main:581] : INFO : Epoch 1606 | loss: 0.0312267 | val_loss: 0.0312268 | Time: 1748.65 ms [2021-09-29 16:47:28 main:581] : INFO : Epoch 1607 | loss: 0.0312285 | val_loss: 0.0312258 | Time: 1729.48 ms [2021-09-29 16:47:30 main:581] : INFO : Epoch 1608 | loss: 0.0312272 | val_loss: 0.0312247 | Time: 1739.27 ms [2021-09-29 16:47:32 main:581] : INFO : Epoch 1609 | loss: 0.031228 | val_loss: 0.0312226 | Time: 1726.96 ms [2021-09-29 16:47:33 main:581] : INFO : Epoch 1610 | loss: 0.0312263 | val_loss: 0.0312224 | Time: 1714.16 ms [2021-09-29 16:47:35 main:581] : INFO : Epoch 1611 | loss: 0.0312258 | val_loss: 0.0312227 | Time: 1708.83 ms [2021-09-29 16:47:37 main:581] : INFO : Epoch 1612 | loss: 0.0312259 | val_loss: 0.0312225 | Time: 1679.54 ms [2021-09-29 16:47:39 main:581] : INFO : Epoch 1613 | loss: 0.0312256 | val_loss: 0.0312228 | Time: 1724.8 ms [2021-09-29 16:47:40 main:581] : INFO : Epoch 1614 | loss: 0.0312264 | val_loss: 0.0312253 | Time: 1726.91 ms [2021-09-29 16:47:42 main:581] : INFO : Epoch 1615 | loss: 0.031226 | val_loss: 0.0312231 | Time: 1730.56 ms [2021-09-29 16:47:44 main:581] : INFO : Epoch 1616 | loss: 0.031225 | val_loss: 0.031222 | Time: 1725.44 ms [2021-09-29 16:47:45 main:581] : INFO : Epoch 1617 | loss: 0.0312249 | val_loss: 0.0312223 | Time: 1707.48 ms [2021-09-29 16:47:47 main:581] : INFO : Epoch 1618 | loss: 0.031225 | val_loss: 0.031222 | Time: 1717.07 ms [2021-09-29 16:47:49 main:581] : INFO : Epoch 1619 | loss: 0.0312249 | val_loss: 0.0312221 | Time: 1720.95 ms [2021-09-29 16:47:51 main:581] : INFO : Epoch 1620 | loss: 0.0312251 | val_loss: 0.0312225 | Time: 1734.73 ms [2021-09-29 16:47:52 main:581] : INFO : Epoch 1621 | loss: 0.0312259 | val_loss: 0.0312243 | Time: 1732.25 ms [2021-09-29 16:47:54 main:581] : INFO : Epoch 1622 | loss: 0.0312253 | val_loss: 0.0312224 | Time: 1721.23 ms [2021-09-29 16:47:56 main:581] : INFO : Epoch 1623 | loss: 0.0312252 | val_loss: 0.0312222 | Time: 1718.92 ms [2021-09-29 16:47:58 main:581] : INFO : Epoch 1624 | loss: 0.0312247 | val_loss: 0.0312217 | Time: 1717.85 ms [2021-09-29 16:47:59 main:581] : INFO : Epoch 1625 | loss: 0.031226 | val_loss: 0.0312244 | Time: 1697.65 ms [2021-09-29 16:48:01 main:581] : INFO : Epoch 1626 | loss: 0.0312255 | val_loss: 0.0312217 | Time: 1699.56 ms [2021-09-29 16:48:03 main:581] : INFO : Epoch 1627 | loss: 0.0312246 | val_loss: 0.0312219 | Time: 1634.08 ms [2021-09-29 16:48:04 main:581] : INFO : Epoch 1628 | loss: 0.0312251 | val_loss: 0.0312224 | Time: 1730.88 ms [2021-09-29 16:48:06 main:581] : INFO : Epoch 1629 | loss: 0.0312252 | val_loss: 0.0312226 | Time: 1730.45 ms [2021-09-29 16:48:08 main:581] : INFO : Epoch 1630 | loss: 0.0312258 | val_loss: 0.031223 | Time: 1733.91 ms [2021-09-29 16:48:10 main:581] : INFO : Epoch 1631 | loss: 0.0312274 | val_loss: 0.0312236 | Time: 1734.86 ms [2021-09-29 16:48:11 main:581] : INFO : Epoch 1632 | loss: 0.0312269 | val_loss: 0.0312218 | Time: 1725.36 ms [2021-09-29 16:48:13 main:581] : INFO : Epoch 1633 | loss: 0.0312254 | val_loss: 0.0312221 | Time: 1737.03 ms [2021-09-29 16:48:15 main:581] : INFO : Epoch 1634 | loss: 0.0312253 | val_loss: 0.031222 | Time: 1723.05 ms [2021-09-29 16:48:16 main:581] : INFO : Epoch 1635 | loss: 0.0312246 | val_loss: 0.0312216 | Time: 1725.65 ms [2021-09-29 16:48:18 main:581] : INFO : Epoch 1636 | loss: 0.0312245 | val_loss: 0.0312218 | Time: 1714.23 ms [2021-09-29 16:48:20 main:581] : INFO : Epoch 1637 | loss: 0.0312246 | val_loss: 0.0312241 | Time: 1740.97 ms [2021-09-29 16:48:22 main:581] : INFO : Epoch 1638 | loss: 0.0312271 | val_loss: 0.0312244 | Time: 1735.12 ms [2021-09-29 16:48:23 main:581] : INFO : Epoch 1639 | loss: 0.0312251 | val_loss: 0.0312221 | Time: 1713.26 ms [2021-09-29 16:48:25 main:581] : INFO : Epoch 1640 | loss: 0.0312246 | val_loss: 0.0312224 | Time: 1724.01 ms [2021-09-29 16:48:27 main:581] : INFO : Epoch 1641 | loss: 0.0312248 | val_loss: 0.0312222 | Time: 1735.89 ms [2021-09-29 16:48:29 main:581] : INFO : Epoch 1642 | loss: 0.0312245 | val_loss: 0.0312216 | Time: 1723.36 ms [2021-09-29 16:48:30 main:581] : INFO : Epoch 1643 | loss: 0.0312249 | val_loss: 0.0312223 | Time: 1750.9 ms [2021-09-29 16:48:32 main:581] : INFO : Epoch 1644 | loss: 0.0312254 | val_loss: 0.0312263 | Time: 1722.52 ms [2021-09-29 16:48:34 main:581] : INFO : Epoch 1645 | loss: 0.0312266 | val_loss: 0.0312223 | Time: 1712.26 ms [2021-09-29 16:48:35 main:581] : INFO : Epoch 1646 | loss: 0.0312264 | val_loss: 0.031224 | Time: 1732.21 ms [2021-09-29 16:48:37 main:581] : INFO : Epoch 1647 | loss: 0.0312249 | val_loss: 0.0312219 | Time: 1709.5 ms [2021-09-29 16:48:39 main:581] : INFO : Epoch 1648 | loss: 0.0312246 | val_loss: 0.0312217 | Time: 1721.7 ms [2021-09-29 16:48:41 main:581] : INFO : Epoch 1649 | loss: 0.0312246 | val_loss: 0.0312234 | Time: 1728.66 ms [2021-09-29 16:48:42 main:581] : INFO : Epoch 1650 | loss: 0.0312245 | val_loss: 0.0312221 | Time: 1729.62 ms [2021-09-29 16:48:44 main:581] : INFO : Epoch 1651 | loss: 0.0312243 | val_loss: 0.0312221 | Time: 1730.88 ms [2021-09-29 16:48:46 main:581] : INFO : Epoch 1652 | loss: 0.0312283 | val_loss: 0.0312307 | Time: 1731.28 ms [2021-09-29 16:48:48 main:581] : INFO : Epoch 1653 | loss: 0.0312276 | val_loss: 0.0312233 | Time: 1738.7 ms [2021-09-29 16:48:49 main:581] : INFO : Epoch 1654 | loss: 0.0312254 | val_loss: 0.0312233 | Time: 1746.17 ms [2021-09-29 16:48:51 main:581] : INFO : Epoch 1655 | loss: 0.031227 | val_loss: 0.0312237 | Time: 1749.09 ms [2021-09-29 16:48:53 main:581] : INFO : Epoch 1656 | loss: 0.0312261 | val_loss: 0.0312225 | Time: 1745.18 ms [2021-09-29 16:48:55 main:581] : INFO : Epoch 1657 | loss: 0.0312249 | val_loss: 0.0312233 | Time: 1732.76 ms [2021-09-29 16:48:56 main:581] : INFO : Epoch 1658 | loss: 0.0312247 | val_loss: 0.0312223 | Time: 1684.22 ms [2021-09-29 16:48:58 main:581] : INFO : Epoch 1659 | loss: 0.0312255 | val_loss: 0.0312226 | Time: 1695.42 ms [2021-09-29 16:49:00 main:581] : INFO : Epoch 1660 | loss: 0.0312253 | val_loss: 0.0312232 | Time: 1749.67 ms [2021-09-29 16:49:01 main:581] : INFO : Epoch 1661 | loss: 0.0312264 | val_loss: 0.0312247 | Time: 1725.78 ms [2021-09-29 16:49:03 main:581] : INFO : Epoch 1662 | loss: 0.0312245 | val_loss: 0.0312218 | Time: 1727.47 ms [2021-09-29 16:49:05 main:581] : INFO : Epoch 1663 | loss: 0.0312244 | val_loss: 0.0312223 | Time: 1747.2 ms [2021-09-29 16:49:07 main:581] : INFO : Epoch 1664 | loss: 0.0312248 | val_loss: 0.0312271 | Time: 1712.04 ms [2021-09-29 16:49:08 main:581] : INFO : Epoch 1665 | loss: 0.0312266 | val_loss: 0.0312248 | Time: 1712.31 ms [2021-09-29 16:49:10 main:581] : INFO : Epoch 1666 | loss: 0.0312252 | val_loss: 0.0312228 | Time: 1725.98 ms [2021-09-29 16:49:12 main:581] : INFO : Epoch 1667 | loss: 0.0312266 | val_loss: 0.0312235 | Time: 1737.94 ms [2021-09-29 16:49:14 main:581] : INFO : Epoch 1668 | loss: 0.0312267 | val_loss: 0.0312231 | Time: 1732.1 ms [2021-09-29 16:49:15 main:581] : INFO : Epoch 1669 | loss: 0.0312278 | val_loss: 0.0312222 | Time: 1747.64 ms [2021-09-29 16:49:17 main:581] : INFO : Epoch 1670 | loss: 0.0312263 | val_loss: 0.0312252 | Time: 1710.52 ms [2021-09-29 16:49:19 main:581] : INFO : Epoch 1671 | loss: 0.0312254 | val_loss: 0.0312219 | Time: 1676.04 ms [2021-09-29 16:49:20 main:581] : INFO : Epoch 1672 | loss: 0.0312256 | val_loss: 0.0312236 | Time: 1740.71 ms [2021-09-29 16:49:22 main:581] : INFO : Epoch 1673 | loss: 0.031225 | val_loss: 0.031222 | Time: 1733.94 ms [2021-09-29 16:49:24 main:581] : INFO : Epoch 1674 | loss: 0.031225 | val_loss: 0.0312224 | Time: 1717.38 ms [2021-09-29 16:49:26 main:581] : INFO : Epoch 1675 | loss: 0.0312284 | val_loss: 0.0312224 | Time: 1745.83 ms [2021-09-29 16:49:27 main:581] : INFO : Epoch 1676 | loss: 0.031225 | val_loss: 0.0312217 | Time: 1722.6 ms [2021-09-29 16:49:29 main:581] : INFO : Epoch 1677 | loss: 0.031227 | val_loss: 0.0312261 | Time: 1723.32 ms [2021-09-29 16:49:31 main:581] : INFO : Epoch 1678 | loss: 0.0312257 | val_loss: 0.0312225 | Time: 1652.34 ms [2021-09-29 16:49:32 main:581] : INFO : Epoch 1679 | loss: 0.0312245 | val_loss: 0.0312225 | Time: 1694.62 ms [2021-09-29 16:49:34 main:581] : INFO : Epoch 1680 | loss: 0.0312243 | val_loss: 0.0312222 | Time: 1719.11 ms [2021-09-29 16:49:36 main:581] : INFO : Epoch 1681 | loss: 0.0312249 | val_loss: 0.0312223 | Time: 1698.3 ms [2021-09-29 16:49:38 main:581] : INFO : Epoch 1682 | loss: 0.0312244 | val_loss: 0.0312237 | Time: 1734.07 ms [2021-09-29 16:49:39 main:581] : INFO : Epoch 1683 | loss: 0.0312249 | val_loss: 0.0312225 | Time: 1737.48 ms [2021-09-29 16:49:41 main:581] : INFO : Epoch 1684 | loss: 0.0312248 | val_loss: 0.0312221 | Time: 1748.24 ms [2021-09-29 16:49:43 main:581] : INFO : Epoch 1685 | loss: 0.0312249 | val_loss: 0.0312233 | Time: 1703.74 ms [2021-09-29 16:49:44 main:581] : INFO : Epoch 1686 | loss: 0.0312294 | val_loss: 0.0312279 | Time: 1722.18 ms [2021-09-29 16:49:46 main:581] : INFO : Epoch 1687 | loss: 0.0312283 | val_loss: 0.0312234 | Time: 1734.85 ms [2021-09-29 16:49:48 main:581] : INFO : Epoch 1688 | loss: 0.0312278 | val_loss: 0.0312258 | Time: 1730.14 ms [2021-09-29 16:49:50 main:581] : INFO : Epoch 1689 | loss: 0.0312264 | val_loss: 0.031223 | Time: 1719.5 ms [2021-09-29 16:49:51 main:581] : INFO : Epoch 1690 | loss: 0.0312244 | val_loss: 0.0312229 | Time: 1735.69 ms [2021-09-29 16:49:53 main:581] : INFO : Epoch 1691 | loss: 0.0312251 | val_loss: 0.0312255 | Time: 1732.28 ms [2021-09-29 16:49:55 main:581] : INFO : Epoch 1692 | loss: 0.0312295 | val_loss: 0.0312299 | Time: 1697.55 ms [2021-09-29 16:49:57 main:581] : INFO : Epoch 1693 | loss: 0.0312259 | val_loss: 0.0312224 | Time: 1718.98 ms [2021-09-29 16:49:58 main:581] : INFO : Epoch 1694 | loss: 0.0312242 | val_loss: 0.0312289 | Time: 1714.44 ms [2021-09-29 16:50:00 main:581] : INFO : Epoch 1695 | loss: 0.031226 | val_loss: 0.0312219 | Time: 1746.7 ms [2021-09-29 16:50:02 main:581] : INFO : Epoch 1696 | loss: 0.0312247 | val_loss: 0.0312235 | Time: 1728.42 ms [2021-09-29 16:50:03 main:581] : INFO : Epoch 1697 | loss: 0.031225 | val_loss: 0.0312223 | Time: 1718.65 ms [2021-09-29 16:50:05 main:581] : INFO : Epoch 1698 | loss: 0.0312246 | val_loss: 0.0312224 | Time: 1729.84 ms [2021-09-29 16:50:07 main:581] : INFO : Epoch 1699 | loss: 0.0312241 | val_loss: 0.0312224 | Time: 1722.15 ms [2021-09-29 16:50:09 main:581] : INFO : Epoch 1700 | loss: 0.0312242 | val_loss: 0.031223 | Time: 1727.51 ms [2021-09-29 16:50:10 main:581] : INFO : Epoch 1701 | loss: 0.0312253 | val_loss: 0.0312223 | Time: 1727.47 ms [2021-09-29 16:50:12 main:581] : INFO : Epoch 1702 | loss: 0.0312266 | val_loss: 0.0312238 | Time: 1733.04 ms [2021-09-29 16:50:14 main:581] : INFO : Epoch 1703 | loss: 0.0312249 | val_loss: 0.0312223 | Time: 1749.57 ms [2021-09-29 16:50:16 main:581] : INFO : Epoch 1704 | loss: 0.0312247 | val_loss: 0.0312225 | Time: 1738.26 ms [2021-09-29 16:50:17 main:581] : INFO : Epoch 1705 | loss: 0.0312242 | val_loss: 0.0312222 | Time: 1729.94 ms [2021-09-29 16:50:19 main:581] : INFO : Epoch 1706 | loss: 0.0312238 | val_loss: 0.0312222 | Time: 1729.84 ms [2021-09-29 16:50:21 main:581] : INFO : Epoch 1707 | loss: 0.0312246 | val_loss: 0.0312224 | Time: 1729.84 ms [2021-09-29 16:50:22 main:581] : INFO : Epoch 1708 | loss: 0.0312242 | val_loss: 0.0312218 | Time: 1717.34 ms [2021-09-29 16:50:24 main:581] : INFO : Epoch 1709 | loss: 0.031224 | val_loss: 0.0312247 | Time: 1711.42 ms [2021-09-29 16:50:26 main:581] : INFO : Epoch 1710 | loss: 0.0312253 | val_loss: 0.0312223 | Time: 1720.38 ms [2021-09-29 16:50:28 main:581] : INFO : Epoch 1711 | loss: 0.0312247 | val_loss: 0.0312219 | Time: 1712.31 ms [2021-09-29 16:50:29 main:581] : INFO : Epoch 1712 | loss: 0.031224 | val_loss: 0.0312226 | Time: 1665.76 ms [2021-09-29 16:50:31 main:581] : INFO : Epoch 1713 | loss: 0.0312252 | val_loss: 0.0312251 | Time: 1645.13 ms [2021-09-29 16:50:33 main:581] : INFO : Epoch 1714 | loss: 0.0312276 | val_loss: 0.0312241 | Time: 1690.8 ms [2021-09-29 16:50:34 main:581] : INFO : Epoch 1715 | loss: 0.0312249 | val_loss: 0.0312228 | Time: 1732.78 ms [2021-09-29 16:50:36 main:581] : INFO : Epoch 1716 | loss: 0.031225 | val_loss: 0.0312227 | Time: 1712.91 ms [2021-09-29 16:50:38 main:581] : INFO : Epoch 1717 | loss: 0.0312263 | val_loss: 0.0312237 | Time: 1718.34 ms [2021-09-29 16:50:40 main:581] : INFO : Epoch 1718 | loss: 0.0312244 | val_loss: 0.0312232 | Time: 1715.46 ms [2021-09-29 16:50:41 main:581] : INFO : Epoch 1719 | loss: 0.0312247 | val_loss: 0.031223 | Time: 1716.56 ms [2021-09-29 16:50:43 main:581] : INFO : Epoch 1720 | loss: 0.031226 | val_loss: 0.0312244 | Time: 1708.77 ms [2021-09-29 16:50:45 main:581] : INFO : Epoch 1721 | loss: 0.0312254 | val_loss: 0.031222 | Time: 1727.62 ms [2021-09-29 16:50:46 main:581] : INFO : Epoch 1722 | loss: 0.0312283 | val_loss: 0.0312287 | Time: 1728.07 ms [2021-09-29 16:50:48 main:581] : INFO : Epoch 1723 | loss: 0.031226 | val_loss: 0.0312232 | Time: 1713.01 ms [2021-09-29 16:50:50 main:581] : INFO : Epoch 1724 | loss: 0.0312246 | val_loss: 0.0312237 | Time: 1730.25 ms [2021-09-29 16:50:52 main:581] : INFO : Epoch 1725 | loss: 0.0312259 | val_loss: 0.0312224 | Time: 1720.54 ms [2021-09-29 16:50:53 main:581] : INFO : Epoch 1726 | loss: 0.0312236 | val_loss: 0.0312223 | Time: 1679.35 ms [2021-09-29 16:50:55 main:581] : INFO : Epoch 1727 | loss: 0.0312238 | val_loss: 0.0312224 | Time: 1722 ms [2021-09-29 16:50:57 main:581] : INFO : Epoch 1728 | loss: 0.0312248 | val_loss: 0.0312229 | Time: 1739.19 ms [2021-09-29 16:50:58 main:581] : INFO : Epoch 1729 | loss: 0.031229 | val_loss: 0.0312329 | Time: 1717.19 ms [2021-09-29 16:51:00 main:581] : INFO : Epoch 1730 | loss: 0.0312289 | val_loss: 0.0312239 | Time: 1735.72 ms [2021-09-29 16:51:02 main:581] : INFO : Epoch 1731 | loss: 0.0312262 | val_loss: 0.0312233 | Time: 1740.24 ms [2021-09-29 16:51:04 main:581] : INFO : Epoch 1732 | loss: 0.0312248 | val_loss: 0.0312227 | Time: 1715.56 ms [2021-09-29 16:51:05 main:581] : INFO : Epoch 1733 | loss: 0.0312255 | val_loss: 0.0312229 | Time: 1735.55 ms [2021-09-29 16:51:07 main:581] : INFO : Epoch 1734 | loss: 0.0312248 | val_loss: 0.0312234 | Time: 1729.69 ms [2021-09-29 16:51:09 main:581] : INFO : Epoch 1735 | loss: 0.0312253 | val_loss: 0.0312219 | Time: 1725.3 ms [2021-09-29 16:51:11 main:581] : INFO : Epoch 1736 | loss: 0.031226 | val_loss: 0.0312275 | Time: 1729.71 ms [2021-09-29 16:51:12 main:581] : INFO : Epoch 1737 | loss: 0.0312284 | val_loss: 0.0312228 | Time: 1729.34 ms [2021-09-29 16:51:14 main:581] : INFO : Epoch 1738 | loss: 0.0312262 | val_loss: 0.0312225 | Time: 1736.74 ms [2021-09-29 16:51:16 main:581] : INFO : Epoch 1739 | loss: 0.031224 | val_loss: 0.031222 | Time: 1737.87 ms [2021-09-29 16:51:17 main:581] : INFO : Epoch 1740 | loss: 0.0312239 | val_loss: 0.0312226 | Time: 1716.7 ms [2021-09-29 16:51:19 main:581] : INFO : Epoch 1741 | loss: 0.0312241 | val_loss: 0.0312227 | Time: 1726.54 ms [2021-09-29 16:51:21 main:581] : INFO : Epoch 1742 | loss: 0.0312258 | val_loss: 0.0312222 | Time: 1738.41 ms [2021-09-29 16:51:23 main:581] : INFO : Epoch 1743 | loss: 0.03123 | val_loss: 0.0312341 | Time: 1723.92 ms [2021-09-29 16:51:24 main:581] : INFO : Epoch 1744 | loss: 0.0312288 | val_loss: 0.031223 | Time: 1744.28 ms [2021-09-29 16:51:26 main:581] : INFO : Epoch 1745 | loss: 0.0312246 | val_loss: 0.031223 | Time: 1728.3 ms [2021-09-29 16:51:28 main:581] : INFO : Epoch 1746 | loss: 0.0312257 | val_loss: 0.031233 | Time: 1715.57 ms [2021-09-29 16:51:30 main:581] : INFO : Epoch 1747 | loss: 0.0312288 | val_loss: 0.0312265 | Time: 1732.93 ms [2021-09-29 16:51:31 main:581] : INFO : Epoch 1748 | loss: 0.0312268 | val_loss: 0.031223 | Time: 1760.25 ms [2021-09-29 16:51:33 main:581] : INFO : Epoch 1749 | loss: 0.0312265 | val_loss: 0.0312232 | Time: 1719.32 ms [2021-09-29 16:51:35 main:581] : INFO : Epoch 1750 | loss: 0.0312243 | val_loss: 0.0312223 | Time: 1728.53 ms [2021-09-29 16:51:36 main:581] : INFO : Epoch 1751 | loss: 0.0312251 | val_loss: 0.0312256 | Time: 1726.44 ms [2021-09-29 16:51:38 main:581] : INFO : Epoch 1752 | loss: 0.0312264 | val_loss: 0.0312272 | Time: 1714.49 ms [2021-09-29 16:51:40 main:581] : INFO : Epoch 1753 | loss: 0.0312258 | val_loss: 0.0312246 | Time: 1730.8 ms [2021-09-29 16:51:42 main:581] : INFO : Epoch 1754 | loss: 0.031224 | val_loss: 0.0312228 | Time: 1710.78 ms [2021-09-29 16:51:43 main:581] : INFO : Epoch 1755 | loss: 0.0312246 | val_loss: 0.0312263 | Time: 1723.95 ms [2021-09-29 16:51:45 main:581] : INFO : Epoch 1756 | loss: 0.031225 | val_loss: 0.0312233 | Time: 1745.39 ms [2021-09-29 16:51:47 main:581] : INFO : Epoch 1757 | loss: 0.0312262 | val_loss: 0.0312227 | Time: 1700.19 ms [2021-09-29 16:51:49 main:581] : INFO : Epoch 1758 | loss: 0.0312249 | val_loss: 0.0312245 | Time: 1702.66 ms [2021-09-29 16:51:50 main:581] : INFO : Epoch 1759 | loss: 0.0312241 | val_loss: 0.0312226 | Time: 1747.95 ms [2021-09-29 16:51:52 main:581] : INFO : Epoch 1760 | loss: 0.0312258 | val_loss: 0.0312233 | Time: 1724.95 ms [2021-09-29 16:51:54 main:581] : INFO : Epoch 1761 | loss: 0.0312257 | val_loss: 0.0312287 | Time: 1723.29 ms [2021-09-29 16:51:55 main:581] : INFO : Epoch 1762 | loss: 0.0312261 | val_loss: 0.0312265 | Time: 1738.7 ms [2021-09-29 16:51:57 main:581] : INFO : Epoch 1763 | loss: 0.031228 | val_loss: 0.0312319 | Time: 1719.54 ms [2021-09-29 16:51:59 main:581] : INFO : Epoch 1764 | loss: 0.0312262 | val_loss: 0.0312262 | Time: 1702.34 ms [2021-09-29 16:52:01 main:581] : INFO : Epoch 1765 | loss: 0.0312252 | val_loss: 0.0312245 | Time: 1722.05 ms [2021-09-29 16:52:02 main:581] : INFO : Epoch 1766 | loss: 0.0312254 | val_loss: 0.0312235 | Time: 1731.88 ms [2021-09-29 16:52:04 main:581] : INFO : Epoch 1767 | loss: 0.0312246 | val_loss: 0.0312245 | Time: 1709.74 ms [2021-09-29 16:52:06 main:581] : INFO : Epoch 1768 | loss: 0.0312239 | val_loss: 0.0312222 | Time: 1716.05 ms [2021-09-29 16:52:08 main:581] : INFO : Epoch 1769 | loss: 0.0312243 | val_loss: 0.0312226 | Time: 1741.3 ms [2021-09-29 16:52:09 main:581] : INFO : Epoch 1770 | loss: 0.0312248 | val_loss: 0.0312226 | Time: 1745.45 ms [2021-09-29 16:52:11 main:581] : INFO : Epoch 1771 | loss: 0.031225 | val_loss: 0.0312237 | Time: 1743.39 ms [2021-09-29 16:52:13 main:581] : INFO : Epoch 1772 | loss: 0.0312257 | val_loss: 0.0312222 | Time: 1709.27 ms [2021-09-29 16:52:14 main:581] : INFO : Epoch 1773 | loss: 0.0312241 | val_loss: 0.0312227 | Time: 1734.26 ms [2021-09-29 16:52:16 main:581] : INFO : Epoch 1774 | loss: 0.0312239 | val_loss: 0.031222 | Time: 1730.54 ms [2021-09-29 16:52:18 main:581] : INFO : Epoch 1775 | loss: 0.0312244 | val_loss: 0.0312242 | Time: 1739.07 ms [2021-09-29 16:52:20 main:581] : INFO : Epoch 1776 | loss: 0.0312248 | val_loss: 0.0312225 | Time: 1714.24 ms [2021-09-29 16:52:21 main:581] : INFO : Epoch 1777 | loss: 0.0312246 | val_loss: 0.0312233 | Time: 1737.29 ms [2021-09-29 16:52:23 main:581] : INFO : Epoch 1778 | loss: 0.0312253 | val_loss: 0.031224 | Time: 1711.58 ms [2021-09-29 16:52:25 main:581] : INFO : Epoch 1779 | loss: 0.0312243 | val_loss: 0.0312223 | Time: 1731.18 ms [2021-09-29 16:52:27 main:581] : INFO : Epoch 1780 | loss: 0.0312241 | val_loss: 0.0312232 | Time: 1736.06 ms [2021-09-29 16:52:28 main:581] : INFO : Epoch 1781 | loss: 0.0312251 | val_loss: 0.031223 | Time: 1697.49 ms [2021-09-29 16:52:30 main:581] : INFO : Epoch 1782 | loss: 0.0312239 | val_loss: 0.0312226 | Time: 1725.03 ms [2021-09-29 16:52:32 main:581] : INFO : Epoch 1783 | loss: 0.0312265 | val_loss: 0.031229 | Time: 1740.6 ms [2021-09-29 16:52:33 main:581] : INFO : Epoch 1784 | loss: 0.0312263 | val_loss: 0.0312269 | Time: 1706.75 ms [2021-09-29 16:52:35 main:581] : INFO : Epoch 1785 | loss: 0.0312286 | val_loss: 0.0312233 | Time: 1717.34 ms [2021-09-29 16:52:37 main:581] : INFO : Epoch 1786 | loss: 0.0312269 | val_loss: 0.0312227 | Time: 1717.09 ms [2021-09-29 16:52:39 main:581] : INFO : Epoch 1787 | loss: 0.0312259 | val_loss: 0.031222 | Time: 1717.31 ms [2021-09-29 16:52:40 main:581] : INFO : Epoch 1788 | loss: 0.031227 | val_loss: 0.0312248 | Time: 1732.03 ms [2021-09-29 16:52:42 main:581] : INFO : Epoch 1789 | loss: 0.0312247 | val_loss: 0.031223 | Time: 1719 ms [2021-09-29 16:52:44 main:581] : INFO : Epoch 1790 | loss: 0.0312247 | val_loss: 0.0312237 | Time: 1723.87 ms [2021-09-29 16:52:45 main:581] : INFO : Epoch 1791 | loss: 0.0312245 | val_loss: 0.0312221 | Time: 1723.59 ms [2021-09-29 16:52:47 main:581] : INFO : Epoch 1792 | loss: 0.0312238 | val_loss: 0.0312224 | Time: 1706.99 ms [2021-09-29 16:52:49 main:581] : INFO : Epoch 1793 | loss: 0.0312261 | val_loss: 0.0312234 | Time: 1730.65 ms [2021-09-29 16:52:51 main:581] : INFO : Epoch 1794 | loss: 0.0312251 | val_loss: 0.031222 | Time: 1726.28 ms [2021-09-29 16:52:52 main:581] : INFO : Epoch 1795 | loss: 0.0312236 | val_loss: 0.0312224 | Time: 1706.63 ms [2021-09-29 16:52:54 main:581] : INFO : Epoch 1796 | loss: 0.0312243 | val_loss: 0.0312222 | Time: 1702.92 ms [2021-09-29 16:52:56 main:581] : INFO : Epoch 1797 | loss: 0.0312265 | val_loss: 0.0312325 | Time: 1726.85 ms [2021-09-29 16:52:57 main:581] : INFO : Epoch 1798 | loss: 0.0312244 | val_loss: 0.0312226 | Time: 1705.09 ms [2021-09-29 16:52:59 main:581] : INFO : Epoch 1799 | loss: 0.0312242 | val_loss: 0.0312254 | Time: 1709.99 ms [2021-09-29 16:53:01 main:581] : INFO : Epoch 1800 | loss: 0.0312243 | val_loss: 0.0312229 | Time: 1717.45 ms [2021-09-29 16:53:03 main:581] : INFO : Epoch 1801 | loss: 0.0312258 | val_loss: 0.0312269 | Time: 1722.67 ms [2021-09-29 16:53:04 main:581] : INFO : Epoch 1802 | loss: 0.0312269 | val_loss: 0.0312233 | Time: 1699.36 ms [2021-09-29 16:53:06 main:581] : INFO : Epoch 1803 | loss: 0.0312256 | val_loss: 0.0312223 | Time: 1717.08 ms [2021-09-29 16:53:08 main:581] : INFO : Epoch 1804 | loss: 0.0312254 | val_loss: 0.0312257 | Time: 1733.74 ms [2021-09-29 16:53:09 main:581] : INFO : Epoch 1805 | loss: 0.0312254 | val_loss: 0.0312259 | Time: 1707.27 ms [2021-09-29 16:53:11 main:581] : INFO : Epoch 1806 | loss: 0.0312262 | val_loss: 0.0312293 | Time: 1727.26 ms [2021-09-29 16:53:13 main:581] : INFO : Epoch 1807 | loss: 0.0312274 | val_loss: 0.0312241 | Time: 1707.98 ms [2021-09-29 16:53:15 main:581] : INFO : Epoch 1808 | loss: 0.0312241 | val_loss: 0.031224 | Time: 1699.25 ms [2021-09-29 16:53:16 main:581] : INFO : Epoch 1809 | loss: 0.0312252 | val_loss: 0.0312221 | Time: 1707.67 ms [2021-09-29 16:53:18 main:581] : INFO : Epoch 1810 | loss: 0.0312255 | val_loss: 0.0312265 | Time: 1741.78 ms [2021-09-29 16:53:20 main:581] : INFO : Epoch 1811 | loss: 0.0312243 | val_loss: 0.0312221 | Time: 1722.74 ms [2021-09-29 16:53:22 main:581] : INFO : Epoch 1812 | loss: 0.0312234 | val_loss: 0.0312219 | Time: 1703.67 ms [2021-09-29 16:53:23 main:581] : INFO : Epoch 1813 | loss: 0.0312244 | val_loss: 0.0312254 | Time: 1719.66 ms [2021-09-29 16:53:25 main:581] : INFO : Epoch 1814 | loss: 0.0312255 | val_loss: 0.0312226 | Time: 1718.17 ms [2021-09-29 16:53:27 main:581] : INFO : Epoch 1815 | loss: 0.0312239 | val_loss: 0.0312225 | Time: 1742 ms [2021-09-29 16:53:28 main:581] : INFO : Epoch 1816 | loss: 0.0312239 | val_loss: 0.0312251 | Time: 1704.28 ms [2021-09-29 16:53:30 main:581] : INFO : Epoch 1817 | loss: 0.031226 | val_loss: 0.0312224 | Time: 1728.32 ms [2021-09-29 16:53:32 main:581] : INFO : Epoch 1818 | loss: 0.0312251 | val_loss: 0.0312249 | Time: 1746.72 ms [2021-09-29 16:53:34 main:581] : INFO : Epoch 1819 | loss: 0.0312252 | val_loss: 0.0312222 | Time: 1729 ms [2021-09-29 16:53:35 main:581] : INFO : Epoch 1820 | loss: 0.0312252 | val_loss: 0.0312255 | Time: 1739.56 ms [2021-09-29 16:53:37 main:581] : INFO : Epoch 1821 | loss: 0.0312243 | val_loss: 0.0312226 | Time: 1729.2 ms [2021-09-29 16:53:39 main:581] : INFO : Epoch 1822 | loss: 0.0312258 | val_loss: 0.0312262 | Time: 1717.1 ms [2021-09-29 16:53:41 main:581] : INFO : Epoch 1823 | loss: 0.0312253 | val_loss: 0.0312279 | Time: 1734.73 ms [2021-09-29 16:53:42 main:581] : INFO : Epoch 1824 | loss: 0.0312276 | val_loss: 0.031226 | Time: 1712.55 ms [2021-09-29 16:53:44 main:581] : INFO : Epoch 1825 | loss: 0.0312261 | val_loss: 0.0312237 | Time: 1723.85 ms [2021-09-29 16:53:46 main:581] : INFO : Epoch 1826 | loss: 0.031224 | val_loss: 0.0312227 | Time: 1745.18 ms [2021-09-29 16:53:47 main:581] : INFO : Epoch 1827 | loss: 0.031224 | val_loss: 0.0312229 | Time: 1710.7 ms [2021-09-29 16:53:49 main:581] : INFO : Epoch 1828 | loss: 0.0312264 | val_loss: 0.0312224 | Time: 1711.9 ms [2021-09-29 16:53:51 main:581] : INFO : Epoch 1829 | loss: 0.0312256 | val_loss: 0.0312224 | Time: 1721.21 ms [2021-09-29 16:53:53 main:581] : INFO : Epoch 1830 | loss: 0.0312246 | val_loss: 0.0312278 | Time: 1722.28 ms [2021-09-29 16:53:54 main:581] : INFO : Epoch 1831 | loss: 0.0312277 | val_loss: 0.0312291 | Time: 1725.21 ms [2021-09-29 16:53:56 main:581] : INFO : Epoch 1832 | loss: 0.0312269 | val_loss: 0.031223 | Time: 1736.23 ms [2021-09-29 16:53:58 main:581] : INFO : Epoch 1833 | loss: 0.0312238 | val_loss: 0.031222 | Time: 1736.6 ms [2021-09-29 16:53:59 main:581] : INFO : Epoch 1834 | loss: 0.0312252 | val_loss: 0.0312233 | Time: 1713.74 ms [2021-09-29 16:54:01 main:581] : INFO : Epoch 1835 | loss: 0.0312255 | val_loss: 0.0312226 | Time: 1734.75 ms [2021-09-29 16:54:03 main:581] : INFO : Epoch 1836 | loss: 0.0312277 | val_loss: 0.0312294 | Time: 1717.53 ms [2021-09-29 16:54:05 main:581] : INFO : Epoch 1837 | loss: 0.031226 | val_loss: 0.0312231 | Time: 1708.5 ms [2021-09-29 16:54:06 main:581] : INFO : Epoch 1838 | loss: 0.0312249 | val_loss: 0.031226 | Time: 1744.14 ms [2021-09-29 16:54:08 main:581] : INFO : Epoch 1839 | loss: 0.0312269 | val_loss: 0.0312282 | Time: 1686.33 ms [2021-09-29 16:54:10 main:581] : INFO : Epoch 1840 | loss: 0.0312304 | val_loss: 0.031225 | Time: 1737.59 ms [2021-09-29 16:54:12 main:581] : INFO : Epoch 1841 | loss: 0.0312259 | val_loss: 0.0312231 | Time: 1746.62 ms [2021-09-29 16:54:13 main:581] : INFO : Epoch 1842 | loss: 0.0312257 | val_loss: 0.0312259 | Time: 1729.84 ms [2021-09-29 16:54:15 main:581] : INFO : Epoch 1843 | loss: 0.0312261 | val_loss: 0.0312227 | Time: 1718.17 ms [2021-09-29 16:54:17 main:581] : INFO : Epoch 1844 | loss: 0.0312246 | val_loss: 0.0312223 | Time: 1742.23 ms [2021-09-29 16:54:18 main:581] : INFO : Epoch 1845 | loss: 0.0312255 | val_loss: 0.031226 | Time: 1712.53 ms [2021-09-29 16:54:20 main:581] : INFO : Epoch 1846 | loss: 0.0312258 | val_loss: 0.0312233 | Time: 1720.31 ms [2021-09-29 16:54:22 main:581] : INFO : Epoch 1847 | loss: 0.0312256 | val_loss: 0.0312232 | Time: 1721.01 ms [2021-09-29 16:54:24 main:581] : INFO : Epoch 1848 | loss: 0.0312243 | val_loss: 0.0312227 | Time: 1720.8 ms [2021-09-29 16:54:25 main:581] : INFO : Epoch 1849 | loss: 0.031225 | val_loss: 0.0312255 | Time: 1730.1 ms [2021-09-29 16:54:27 main:581] : INFO : Epoch 1850 | loss: 0.0312251 | val_loss: 0.0312218 | Time: 1717.7 ms [2021-09-29 16:54:29 main:581] : INFO : Epoch 1851 | loss: 0.0312238 | val_loss: 0.0312224 | Time: 1727.7 ms [2021-09-29 16:54:31 main:581] : INFO : Epoch 1852 | loss: 0.0312241 | val_loss: 0.0312222 | Time: 1726.6 ms [2021-09-29 16:54:32 main:581] : INFO : Epoch 1853 | loss: 0.0312273 | val_loss: 0.0312267 | Time: 1736.4 ms [2021-09-29 16:54:34 main:581] : INFO : Epoch 1854 | loss: 0.0312288 | val_loss: 0.0312276 | Time: 1719.27 ms [2021-09-29 16:54:36 main:581] : INFO : Epoch 1855 | loss: 0.0312248 | val_loss: 0.031224 | Time: 1724.14 ms [2021-09-29 16:54:37 main:581] : INFO : Epoch 1856 | loss: 0.0312243 | val_loss: 0.031222 | Time: 1727.76 ms [2021-09-29 16:54:39 main:581] : INFO : Epoch 1857 | loss: 0.0312263 | val_loss: 0.0312256 | Time: 1707.13 ms [2021-09-29 16:54:41 main:581] : INFO : Epoch 1858 | loss: 0.0312273 | val_loss: 0.0312225 | Time: 1739.51 ms [2021-09-29 16:54:43 main:581] : INFO : Epoch 1859 | loss: 0.0312279 | val_loss: 0.0312305 | Time: 1739.62 ms [2021-09-29 16:54:44 main:581] : INFO : Epoch 1860 | loss: 0.0312278 | val_loss: 0.0312294 | Time: 1743.67 ms [2021-09-29 16:54:46 main:581] : INFO : Epoch 1861 | loss: 0.031225 | val_loss: 0.0312234 | Time: 1736.35 ms [2021-09-29 16:54:48 main:581] : INFO : Epoch 1862 | loss: 0.0312244 | val_loss: 0.0312238 | Time: 1728.27 ms [2021-09-29 16:54:50 main:581] : INFO : Epoch 1863 | loss: 0.0312257 | val_loss: 0.0312232 | Time: 1721.27 ms [2021-09-29 16:54:51 main:581] : INFO : Epoch 1864 | loss: 0.0312256 | val_loss: 0.0312232 | Time: 1727.66 ms [2021-09-29 16:54:53 main:581] : INFO : Epoch 1865 | loss: 0.0312254 | val_loss: 0.0312223 | Time: 1731.08 ms [2021-09-29 16:54:55 main:581] : INFO : Epoch 1866 | loss: 0.0312251 | val_loss: 0.0312243 | Time: 1737.39 ms [2021-09-29 16:54:56 main:581] : INFO : Epoch 1867 | loss: 0.0312261 | val_loss: 0.0312282 | Time: 1737.23 ms [2021-09-29 16:54:58 main:581] : INFO : Epoch 1868 | loss: 0.0312282 | val_loss: 0.0312285 | Time: 1731.71 ms [2021-09-29 16:55:00 main:581] : INFO : Epoch 1869 | loss: 0.0312283 | val_loss: 0.0312232 | Time: 1726.13 ms [2021-09-29 16:55:02 main:581] : INFO : Epoch 1870 | loss: 0.0312284 | val_loss: 0.0312249 | Time: 1757.43 ms [2021-09-29 16:55:03 main:581] : INFO : Epoch 1871 | loss: 0.0312248 | val_loss: 0.031224 | Time: 1720.07 ms [2021-09-29 16:55:05 main:581] : INFO : Epoch 1872 | loss: 0.0312245 | val_loss: 0.0312226 | Time: 1714.58 ms [2021-09-29 16:55:07 main:581] : INFO : Epoch 1873 | loss: 0.0312245 | val_loss: 0.0312218 | Time: 1717.45 ms [2021-09-29 16:55:09 main:581] : INFO : Epoch 1874 | loss: 0.031224 | val_loss: 0.0312234 | Time: 1724.02 ms [2021-09-29 16:55:10 main:581] : INFO : Epoch 1875 | loss: 0.0312241 | val_loss: 0.0312242 | Time: 1724.67 ms [2021-09-29 16:55:12 main:581] : INFO : Epoch 1876 | loss: 0.0312261 | val_loss: 0.0312233 | Time: 1718.8 ms [2021-09-29 16:55:14 main:581] : INFO : Epoch 1877 | loss: 0.0312244 | val_loss: 0.0312222 | Time: 1719.48 ms [2021-09-29 16:55:15 main:581] : INFO : Epoch 1878 | loss: 0.0312243 | val_loss: 0.0312224 | Time: 1718 ms [2021-09-29 16:55:17 main:581] : INFO : Epoch 1879 | loss: 0.031225 | val_loss: 0.0312227 | Time: 1740.2 ms [2021-09-29 16:55:19 main:581] : INFO : Epoch 1880 | loss: 0.0312254 | val_loss: 0.0312245 | Time: 1729.92 ms [2021-09-29 16:55:21 main:581] : INFO : Epoch 1881 | loss: 0.0312248 | val_loss: 0.0312229 | Time: 1728.09 ms [2021-09-29 16:55:22 main:581] : INFO : Epoch 1882 | loss: 0.0312235 | val_loss: 0.0312229 | Time: 1737.1 ms [2021-09-29 16:55:24 main:581] : INFO : Epoch 1883 | loss: 0.031226 | val_loss: 0.0312264 | Time: 1709.71 ms [2021-09-29 16:55:26 main:581] : INFO : Epoch 1884 | loss: 0.0312268 | val_loss: 0.0312253 | Time: 1709.51 ms [2021-09-29 16:55:28 main:581] : INFO : Epoch 1885 | loss: 0.0312256 | val_loss: 0.0312221 | Time: 1734.25 ms [2021-09-29 16:55:29 main:581] : INFO : Epoch 1886 | loss: 0.031224 | val_loss: 0.0312235 | Time: 1727.18 ms [2021-09-29 16:55:31 main:581] : INFO : Epoch 1887 | loss: 0.0312241 | val_loss: 0.0312238 | Time: 1740.52 ms [2021-09-29 16:55:33 main:581] : INFO : Epoch 1888 | loss: 0.0312244 | val_loss: 0.0312272 | Time: 1703.48 ms [2021-09-29 16:55:34 main:581] : INFO : Epoch 1889 | loss: 0.0312311 | val_loss: 0.0312246 | Time: 1676.33 ms [2021-09-29 16:55:36 main:581] : INFO : Epoch 1890 | loss: 0.0312255 | val_loss: 0.0312357 | Time: 1682.99 ms [2021-09-29 16:55:38 main:581] : INFO : Epoch 1891 | loss: 0.0312261 | val_loss: 0.0312224 | Time: 1742.66 ms [2021-09-29 16:55:40 main:581] : INFO : Epoch 1892 | loss: 0.0312243 | val_loss: 0.0312228 | Time: 1729.34 ms [2021-09-29 16:55:41 main:581] : INFO : Epoch 1893 | loss: 0.0312252 | val_loss: 0.0312227 | Time: 1733.43 ms [2021-09-29 16:55:43 main:581] : INFO : Epoch 1894 | loss: 0.0312246 | val_loss: 0.0312257 | Time: 1708.22 ms [2021-09-29 16:55:45 main:581] : INFO : Epoch 1895 | loss: 0.0312265 | val_loss: 0.0312315 | Time: 1711.44 ms [2021-09-29 16:55:46 main:581] : INFO : Epoch 1896 | loss: 0.0312264 | val_loss: 0.0312273 | Time: 1726.37 ms [2021-09-29 16:55:48 main:581] : INFO : Epoch 1897 | loss: 0.0312253 | val_loss: 0.0312227 | Time: 1687.1 ms [2021-09-29 16:55:50 main:581] : INFO : Epoch 1898 | loss: 0.0312249 | val_loss: 0.0312243 | Time: 1727.2 ms [2021-09-29 16:55:52 main:581] : INFO : Epoch 1899 | loss: 0.0312243 | val_loss: 0.0312231 | Time: 1718.55 ms [2021-09-29 16:55:53 main:581] : INFO : Epoch 1900 | loss: 0.0312244 | val_loss: 0.0312242 | Time: 1705.23 ms [2021-09-29 16:55:55 main:581] : INFO : Epoch 1901 | loss: 0.0312257 | val_loss: 0.0312227 | Time: 1722.13 ms [2021-09-29 16:55:57 main:581] : INFO : Epoch 1902 | loss: 0.0312243 | val_loss: 0.031223 | Time: 1717.65 ms [2021-09-29 16:55:58 main:581] : INFO : Epoch 1903 | loss: 0.0312253 | val_loss: 0.0312238 | Time: 1704.83 ms [2021-09-29 16:56:00 main:581] : INFO : Epoch 1904 | loss: 0.0312264 | val_loss: 0.031228 | Time: 1717.93 ms [2021-09-29 16:56:02 main:581] : INFO : Epoch 1905 | loss: 0.0312252 | val_loss: 0.0312259 | Time: 1719.83 ms [2021-09-29 16:56:04 main:581] : INFO : Epoch 1906 | loss: 0.0312254 | val_loss: 0.0312262 | Time: 1730.99 ms [2021-09-29 16:56:05 main:581] : INFO : Epoch 1907 | loss: 0.0312293 | val_loss: 0.0312261 | Time: 1730.69 ms [2021-09-29 16:56:07 main:581] : INFO : Epoch 1908 | loss: 0.031226 | val_loss: 0.0312313 | Time: 1744.26 ms [2021-09-29 16:56:09 main:581] : INFO : Epoch 1909 | loss: 0.0312272 | val_loss: 0.0312237 | Time: 1714.43 ms [2021-09-29 16:56:11 main:581] : INFO : Epoch 1910 | loss: 0.0312251 | val_loss: 0.031224 | Time: 1731.1 ms [2021-09-29 16:56:12 main:581] : INFO : Epoch 1911 | loss: 0.0312249 | val_loss: 0.0312221 | Time: 1744.35 ms [2021-09-29 16:56:14 main:581] : INFO : Epoch 1912 | loss: 0.0312251 | val_loss: 0.0312236 | Time: 1713.18 ms [2021-09-29 16:56:16 main:581] : INFO : Epoch 1913 | loss: 0.031224 | val_loss: 0.0312252 | Time: 1716.87 ms [2021-09-29 16:56:17 main:581] : INFO : Epoch 1914 | loss: 0.0312247 | val_loss: 0.0312244 | Time: 1749.8 ms [2021-09-29 16:56:19 main:581] : INFO : Epoch 1915 | loss: 0.0312244 | val_loss: 0.0312241 | Time: 1720.48 ms [2021-09-29 16:56:21 main:581] : INFO : Epoch 1916 | loss: 0.0312241 | val_loss: 0.0312238 | Time: 1719.05 ms [2021-09-29 16:56:23 main:581] : INFO : Epoch 1917 | loss: 0.0312253 | val_loss: 0.0312241 | Time: 1732.18 ms [2021-09-29 16:56:24 main:581] : INFO : Epoch 1918 | loss: 0.0312253 | val_loss: 0.0312262 | Time: 1716.5 ms [2021-09-29 16:56:26 main:581] : INFO : Epoch 1919 | loss: 0.0312268 | val_loss: 0.0312259 | Time: 1729.41 ms [2021-09-29 16:56:28 main:581] : INFO : Epoch 1920 | loss: 0.0312257 | val_loss: 0.0312259 | Time: 1746.6 ms [2021-09-29 16:56:30 main:581] : INFO : Epoch 1921 | loss: 0.0312267 | val_loss: 0.0312357 | Time: 1734.69 ms [2021-09-29 16:56:31 main:581] : INFO : Epoch 1922 | loss: 0.0312283 | val_loss: 0.0312231 | Time: 1723.37 ms [2021-09-29 16:56:33 main:581] : INFO : Epoch 1923 | loss: 0.0312246 | val_loss: 0.0312223 | Time: 1744.27 ms [2021-09-29 16:56:35 main:581] : INFO : Epoch 1924 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 1728.45 ms [2021-09-29 16:56:36 main:581] : INFO : Epoch 1925 | loss: 0.031225 | val_loss: 0.0312273 | Time: 1749.48 ms [2021-09-29 16:56:38 main:581] : INFO : Epoch 1926 | loss: 0.0312261 | val_loss: 0.0312233 | Time: 1743.56 ms [2021-09-29 16:56:40 main:581] : INFO : Epoch 1927 | loss: 0.0312242 | val_loss: 0.0312225 | Time: 1725.15 ms [2021-09-29 16:56:42 main:581] : INFO : Epoch 1928 | loss: 0.0312249 | val_loss: 0.0312239 | Time: 1741.18 ms [2021-09-29 16:56:43 main:581] : INFO : Epoch 1929 | loss: 0.0312241 | val_loss: 0.0312225 | Time: 1721.95 ms [2021-09-29 16:56:45 main:581] : INFO : Epoch 1930 | loss: 0.0312258 | val_loss: 0.0312238 | Time: 1709.1 ms [2021-09-29 16:56:47 main:581] : INFO : Epoch 1931 | loss: 0.0312246 | val_loss: 0.0312247 | Time: 1725.55 ms [2021-09-29 16:56:49 main:581] : INFO : Epoch 1932 | loss: 0.0312241 | val_loss: 0.0312232 | Time: 1731.53 ms [2021-09-29 16:56:50 main:581] : INFO : Epoch 1933 | loss: 0.0312255 | val_loss: 0.0312237 | Time: 1710.27 ms [2021-09-29 16:56:52 main:581] : INFO : Epoch 1934 | loss: 0.0312248 | val_loss: 0.0312239 | Time: 1743.31 ms [2021-09-29 16:56:54 main:581] : INFO : Epoch 1935 | loss: 0.0312245 | val_loss: 0.0312219 | Time: 1739 ms [2021-09-29 16:56:56 main:581] : INFO : Epoch 1936 | loss: 0.0312235 | val_loss: 0.0312223 | Time: 1745.96 ms [2021-09-29 16:56:57 main:581] : INFO : Epoch 1937 | loss: 0.0312256 | val_loss: 0.0312317 | Time: 1742.24 ms [2021-09-29 16:56:59 main:581] : INFO : Epoch 1938 | loss: 0.0312276 | val_loss: 0.0312222 | Time: 1713.17 ms [2021-09-29 16:57:01 main:581] : INFO : Epoch 1939 | loss: 0.0312253 | val_loss: 0.031226 | Time: 1709.55 ms [2021-09-29 16:57:02 main:581] : INFO : Epoch 1940 | loss: 0.0312246 | val_loss: 0.0312266 | Time: 1736.79 ms [2021-09-29 16:57:04 main:581] : INFO : Epoch 1941 | loss: 0.0312243 | val_loss: 0.0312219 | Time: 1720.54 ms [2021-09-29 16:57:06 main:581] : INFO : Epoch 1942 | loss: 0.0312266 | val_loss: 0.0312261 | Time: 1720.9 ms [2021-09-29 16:57:08 main:581] : INFO : Epoch 1943 | loss: 0.031226 | val_loss: 0.0312227 | Time: 1732.11 ms [2021-09-29 16:57:09 main:581] : INFO : Epoch 1944 | loss: 0.0312235 | val_loss: 0.0312224 | Time: 1716.23 ms [2021-09-29 16:57:11 main:581] : INFO : Epoch 1945 | loss: 0.031223 | val_loss: 0.0312219 | Time: 1714.69 ms [2021-09-29 16:57:13 main:581] : INFO : Epoch 1946 | loss: 0.031224 | val_loss: 0.0312276 | Time: 1727.43 ms [2021-09-29 16:57:14 main:581] : INFO : Epoch 1947 | loss: 0.0312283 | val_loss: 0.0312244 | Time: 1711.38 ms [2021-09-29 16:57:16 main:581] : INFO : Epoch 1948 | loss: 0.0312246 | val_loss: 0.0312256 | Time: 1740.6 ms [2021-09-29 16:57:18 main:581] : INFO : Epoch 1949 | loss: 0.0312246 | val_loss: 0.0312251 | Time: 1727.25 ms [2021-09-29 16:57:20 main:581] : INFO : Epoch 1950 | loss: 0.0312244 | val_loss: 0.0312241 | Time: 1732.4 ms [2021-09-29 16:57:21 main:581] : INFO : Epoch 1951 | loss: 0.0312245 | val_loss: 0.0312236 | Time: 1724.49 ms [2021-09-29 16:57:23 main:581] : INFO : Epoch 1952 | loss: 0.0312255 | val_loss: 0.0312298 | Time: 1712.12 ms [2021-09-29 16:57:25 main:581] : INFO : Epoch 1953 | loss: 0.031225 | val_loss: 0.0312246 | Time: 1727.78 ms [2021-09-29 16:57:27 main:581] : INFO : Epoch 1954 | loss: 0.0312242 | val_loss: 0.031222 | Time: 1717.68 ms [2021-09-29 16:57:28 main:581] : INFO : Epoch 1955 | loss: 0.0312255 | val_loss: 0.031225 | Time: 1749.38 ms [2021-09-29 16:57:30 main:581] : INFO : Epoch 1956 | loss: 0.0312247 | val_loss: 0.031223 | Time: 1730.63 ms [2021-09-29 16:57:32 main:581] : INFO : Epoch 1957 | loss: 0.0312272 | val_loss: 0.0312314 | Time: 1723.32 ms [2021-09-29 16:57:33 main:581] : INFO : Epoch 1958 | loss: 0.0312316 | val_loss: 0.0312279 | Time: 1727.3 ms [2021-09-29 16:57:35 main:581] : INFO : Epoch 1959 | loss: 0.0312266 | val_loss: 0.0312231 | Time: 1729.75 ms [2021-09-29 16:57:37 main:581] : INFO : Epoch 1960 | loss: 0.0312237 | val_loss: 0.031223 | Time: 1710.92 ms [2021-09-29 16:57:39 main:581] : INFO : Epoch 1961 | loss: 0.0312234 | val_loss: 0.0312229 | Time: 1714.37 ms [2021-09-29 16:57:40 main:581] : INFO : Epoch 1962 | loss: 0.0312245 | val_loss: 0.0312237 | Time: 1714.32 ms [2021-09-29 16:57:42 main:581] : INFO : Epoch 1963 | loss: 0.0312256 | val_loss: 0.0312232 | Time: 1732.46 ms [2021-09-29 16:57:44 main:581] : INFO : Epoch 1964 | loss: 0.0312237 | val_loss: 0.0312262 | Time: 1726.96 ms [2021-09-29 16:57:46 main:581] : INFO : Epoch 1965 | loss: 0.031227 | val_loss: 0.0312278 | Time: 1713.04 ms [2021-09-29 16:57:47 main:581] : INFO : Epoch 1966 | loss: 0.031226 | val_loss: 0.0312222 | Time: 1741.98 ms [2021-09-29 16:57:49 main:581] : INFO : Epoch 1967 | loss: 0.0312245 | val_loss: 0.0312238 | Time: 1691.17 ms [2021-09-29 16:57:51 main:581] : INFO : Epoch 1968 | loss: 0.0312258 | val_loss: 0.0312306 | Time: 1731.41 ms [2021-09-29 16:57:52 main:581] : INFO : Epoch 1969 | loss: 0.0312268 | val_loss: 0.0312244 | Time: 1744.22 ms [2021-09-29 16:57:54 main:581] : INFO : Epoch 1970 | loss: 0.0312252 | val_loss: 0.0312223 | Time: 1721.45 ms [2021-09-29 16:57:56 main:581] : INFO : Epoch 1971 | loss: 0.0312237 | val_loss: 0.0312223 | Time: 1705.23 ms [2021-09-29 16:57:58 main:581] : INFO : Epoch 1972 | loss: 0.0312243 | val_loss: 0.0312264 | Time: 1740.87 ms [2021-09-29 16:57:59 main:581] : INFO : Epoch 1973 | loss: 0.0312296 | val_loss: 0.0312277 | Time: 1721.7 ms [2021-09-29 16:58:01 main:581] : INFO : Epoch 1974 | loss: 0.0312273 | val_loss: 0.031223 | Time: 1720.65 ms [2021-09-29 16:58:03 main:581] : INFO : Epoch 1975 | loss: 0.0312244 | val_loss: 0.0312272 | Time: 1718.74 ms [2021-09-29 16:58:04 main:581] : INFO : Epoch 1976 | loss: 0.0312239 | val_loss: 0.0312237 | Time: 1726.44 ms [2021-09-29 16:58:06 main:581] : INFO : Epoch 1977 | loss: 0.0312249 | val_loss: 0.031223 | Time: 1710.22 ms [2021-09-29 16:58:08 main:581] : INFO : Epoch 1978 | loss: 0.0312238 | val_loss: 0.0312269 | Time: 1707.85 ms [2021-09-29 16:58:10 main:581] : INFO : Epoch 1979 | loss: 0.0312248 | val_loss: 0.0312233 | Time: 1721.65 ms [2021-09-29 16:58:11 main:581] : INFO : Epoch 1980 | loss: 0.031225 | val_loss: 0.0312215 | Time: 1733.19 ms [2021-09-29 16:58:13 main:581] : INFO : Epoch 1981 | loss: 0.0312253 | val_loss: 0.0312225 | Time: 1738.18 ms [2021-09-29 16:58:15 main:581] : INFO : Epoch 1982 | loss: 0.0312251 | val_loss: 0.0312232 | Time: 1706.91 ms [2021-09-29 16:58:17 main:581] : INFO : Epoch 1983 | loss: 0.0312272 | val_loss: 0.0312269 | Time: 1739.79 ms [2021-09-29 16:58:18 main:581] : INFO : Epoch 1984 | loss: 0.0312249 | val_loss: 0.0312241 | Time: 1703.54 ms [2021-09-29 16:58:20 main:581] : INFO : Epoch 1985 | loss: 0.0312241 | val_loss: 0.0312223 | Time: 1708.18 ms [2021-09-29 16:58:22 main:581] : INFO : Epoch 1986 | loss: 0.0312245 | val_loss: 0.0312226 | Time: 1736.98 ms [2021-09-29 16:58:23 main:581] : INFO : Epoch 1987 | loss: 0.0312241 | val_loss: 0.0312229 | Time: 1721.98 ms [2021-09-29 16:58:25 main:581] : INFO : Epoch 1988 | loss: 0.0312233 | val_loss: 0.0312219 | Time: 1698.13 ms [2021-09-29 16:58:27 main:581] : INFO : Epoch 1989 | loss: 0.0312242 | val_loss: 0.0312235 | Time: 1744.46 ms [2021-09-29 16:58:29 main:581] : INFO : Epoch 1990 | loss: 0.0312241 | val_loss: 0.0312261 | Time: 1742.77 ms [2021-09-29 16:58:30 main:581] : INFO : Epoch 1991 | loss: 0.0312265 | val_loss: 0.0312241 | Time: 1704.03 ms [2021-09-29 16:58:32 main:581] : INFO : Epoch 1992 | loss: 0.0312237 | val_loss: 0.0312235 | Time: 1707.89 ms [2021-09-29 16:58:34 main:581] : INFO : Epoch 1993 | loss: 0.0312239 | val_loss: 0.0312227 | Time: 1727.37 ms [2021-09-29 16:58:35 main:581] : INFO : Epoch 1994 | loss: 0.0312238 | val_loss: 0.0312219 | Time: 1682.94 ms [2021-09-29 16:58:37 main:581] : INFO : Epoch 1995 | loss: 0.0312253 | val_loss: 0.0312258 | Time: 1705.04 ms [2021-09-29 16:58:39 main:581] : INFO : Epoch 1996 | loss: 0.0312244 | val_loss: 0.0312217 | Time: 1694.7 ms [2021-09-29 16:58:41 main:581] : INFO : Epoch 1997 | loss: 0.0312242 | val_loss: 0.0312226 | Time: 1708.52 ms [2021-09-29 16:58:42 main:581] : INFO : Epoch 1998 | loss: 0.0312231 | val_loss: 0.0312262 | Time: 1724.3 ms [2021-09-29 16:58:44 main:581] : INFO : Epoch 1999 | loss: 0.0312266 | val_loss: 0.0312224 | Time: 1691.41 ms [2021-09-29 16:58:46 main:581] : INFO : Epoch 2000 | loss: 0.031225 | val_loss: 0.0312258 | Time: 1685.21 ms [2021-09-29 16:58:47 main:581] : INFO : Epoch 2001 | loss: 0.0312261 | val_loss: 0.0312224 | Time: 1707.12 ms [2021-09-29 16:58:49 main:581] : INFO : Epoch 2002 | loss: 0.0312272 | val_loss: 0.0312243 | Time: 1740.7 ms [2021-09-29 16:58:51 main:581] : INFO : Epoch 2003 | loss: 0.0312245 | val_loss: 0.0312232 | Time: 1730.05 ms [2021-09-29 16:58:53 main:581] : INFO : Epoch 2004 | loss: 0.0312265 | val_loss: 0.0312248 | Time: 1754.51 ms [2021-09-29 16:58:54 main:581] : INFO : Epoch 2005 | loss: 0.031227 | val_loss: 0.0312259 | Time: 1705.43 ms [2021-09-29 16:58:56 main:581] : INFO : Epoch 2006 | loss: 0.0312249 | val_loss: 0.0312217 | Time: 1722.81 ms [2021-09-29 16:58:58 main:581] : INFO : Epoch 2007 | loss: 0.0312231 | val_loss: 0.0312252 | Time: 1713.42 ms [2021-09-29 16:58:59 main:581] : INFO : Epoch 2008 | loss: 0.0312269 | val_loss: 0.0312255 | Time: 1722.18 ms [2021-09-29 16:59:01 main:581] : INFO : Epoch 2009 | loss: 0.0312252 | val_loss: 0.0312256 | Time: 1757.98 ms [2021-09-29 16:59:03 main:581] : INFO : Epoch 2010 | loss: 0.0312239 | val_loss: 0.0312239 | Time: 1743.02 ms [2021-09-29 16:59:05 main:581] : INFO : Epoch 2011 | loss: 0.0312233 | val_loss: 0.0312221 | Time: 1730.62 ms [2021-09-29 16:59:06 main:581] : INFO : Epoch 2012 | loss: 0.0312233 | val_loss: 0.0312238 | Time: 1724.34 ms [2021-09-29 16:59:08 main:581] : INFO : Epoch 2013 | loss: 0.0312232 | val_loss: 0.0312216 | Time: 1724.43 ms [2021-09-29 16:59:10 main:581] : INFO : Epoch 2014 | loss: 0.0312233 | val_loss: 0.0312231 | Time: 1723.01 ms [2021-09-29 16:59:12 main:581] : INFO : Epoch 2015 | loss: 0.0312233 | val_loss: 0.0312231 | Time: 1730.08 ms [2021-09-29 16:59:13 main:581] : INFO : Epoch 2016 | loss: 0.031226 | val_loss: 0.0312297 | Time: 1723.08 ms [2021-09-29 16:59:15 main:581] : INFO : Epoch 2017 | loss: 0.0312281 | val_loss: 0.0312266 | Time: 1717.14 ms [2021-09-29 16:59:17 main:581] : INFO : Epoch 2018 | loss: 0.0312244 | val_loss: 0.0312229 | Time: 1738.04 ms [2021-09-29 16:59:19 main:581] : INFO : Epoch 2019 | loss: 0.0312235 | val_loss: 0.0312227 | Time: 1740.31 ms [2021-09-29 16:59:20 main:581] : INFO : Epoch 2020 | loss: 0.031224 | val_loss: 0.0312221 | Time: 1736.19 ms [2021-09-29 16:59:22 main:581] : INFO : Epoch 2021 | loss: 0.0312226 | val_loss: 0.0312229 | Time: 1746.47 ms [2021-09-29 16:59:24 main:581] : INFO : Epoch 2022 | loss: 0.0312241 | val_loss: 0.0312225 | Time: 1750.78 ms [2021-09-29 16:59:25 main:581] : INFO : Epoch 2023 | loss: 0.031225 | val_loss: 0.031222 | Time: 1718.42 ms [2021-09-29 16:59:27 main:581] : INFO : Epoch 2024 | loss: 0.0312228 | val_loss: 0.0312227 | Time: 1706.81 ms [2021-09-29 16:59:29 main:581] : INFO : Epoch 2025 | loss: 0.0312246 | val_loss: 0.0312241 | Time: 1724.71 ms [2021-09-29 16:59:31 main:581] : INFO : Epoch 2026 | loss: 0.0312235 | val_loss: 0.031227 | Time: 1733.2 ms [2021-09-29 16:59:32 main:581] : INFO : Epoch 2027 | loss: 0.031225 | val_loss: 0.0312223 | Time: 1723.37 ms [2021-09-29 16:59:34 main:581] : INFO : Epoch 2028 | loss: 0.0312237 | val_loss: 0.0312235 | Time: 1715.3 ms [2021-09-29 16:59:36 main:581] : INFO : Epoch 2029 | loss: 0.0312246 | val_loss: 0.0312235 | Time: 1735.25 ms [2021-09-29 16:59:38 main:581] : INFO : Epoch 2030 | loss: 0.0312248 | val_loss: 0.0312239 | Time: 1738.32 ms [2021-09-29 16:59:39 main:581] : INFO : Epoch 2031 | loss: 0.0312251 | val_loss: 0.0312223 | Time: 1710.49 ms [2021-09-29 16:59:41 main:581] : INFO : Epoch 2032 | loss: 0.0312248 | val_loss: 0.0312234 | Time: 1724.68 ms [2021-09-29 16:59:43 main:581] : INFO : Epoch 2033 | loss: 0.0312242 | val_loss: 0.0312219 | Time: 1711.75 ms [2021-09-29 16:59:44 main:581] : INFO : Epoch 2034 | loss: 0.0312245 | val_loss: 0.0312245 | Time: 1712.58 ms [2021-09-29 16:59:46 main:581] : INFO : Epoch 2035 | loss: 0.0312264 | val_loss: 0.0312251 | Time: 1732.38 ms [2021-09-29 16:59:48 main:581] : INFO : Epoch 2036 | loss: 0.0312293 | val_loss: 0.0312246 | Time: 1730.68 ms [2021-09-29 16:59:50 main:581] : INFO : Epoch 2037 | loss: 0.0312236 | val_loss: 0.0312218 | Time: 1719.51 ms [2021-09-29 16:59:51 main:581] : INFO : Epoch 2038 | loss: 0.0312233 | val_loss: 0.0312258 | Time: 1713.55 ms [2021-09-29 16:59:53 main:581] : INFO : Epoch 2039 | loss: 0.0312249 | val_loss: 0.031222 | Time: 1724.12 ms [2021-09-29 16:59:55 main:581] : INFO : Epoch 2040 | loss: 0.0312249 | val_loss: 0.0312263 | Time: 1715.98 ms [2021-09-29 16:59:56 main:581] : INFO : Epoch 2041 | loss: 0.0312262 | val_loss: 0.0312223 | Time: 1695.08 ms [2021-09-29 16:59:58 main:581] : INFO : Epoch 2042 | loss: 0.0312238 | val_loss: 0.0312218 | Time: 1723.37 ms [2021-09-29 17:00:00 main:581] : INFO : Epoch 2043 | loss: 0.0312231 | val_loss: 0.0312222 | Time: 1705.28 ms [2021-09-29 17:00:02 main:581] : INFO : Epoch 2044 | loss: 0.0312238 | val_loss: 0.0312213 | Time: 1688.45 ms [2021-09-29 17:00:03 main:581] : INFO : Epoch 2045 | loss: 0.0312239 | val_loss: 0.0312242 | Time: 1728.36 ms [2021-09-29 17:00:05 main:581] : INFO : Epoch 2046 | loss: 0.0312234 | val_loss: 0.031223 | Time: 1714.74 ms [2021-09-29 17:00:07 main:581] : INFO : Epoch 2047 | loss: 0.0312232 | val_loss: 0.0312224 | Time: 1761.17 ms [2021-09-29 17:00:09 main:581] : INFO : Epoch 2048 | loss: 0.0312228 | val_loss: 0.0312232 | Time: 1734.32 ms [2021-09-29 17:00:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312232 [2021-09-29 17:00:09 main:610] : INFO : Saving end state to config to file [2021-09-29 17:00:09 main:615] : INFO : Success, exiting.. 17:00:09 (3220788): 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)