Task 14527723
| Name | ParityModified-1647049225-29003-1-0_1 |
| Workunit | 11034480 |
| Created | 7 Apr 2022, 2:06:46 UTC |
| Sent | 7 Apr 2022, 2:25:48 UTC |
| Report deadline | 15 Apr 2022, 2:25:48 UTC |
| Received | 7 Apr 2022, 22:53:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 2 min 12 sec |
| CPU time | 59 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.58 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1541 | loss: 0.0312304 | val_loss: 0.0312302 | Time: 1953.58 ms
[2022-04-07 17:50:13 main:574] : INFO : Epoch 1542 | loss: 0.0312302 | val_loss: 0.0312305 | Time: 3174.95 ms
[2022-04-07 17:50:15 main:574] : INFO : Epoch 1543 | loss: 0.031231 | val_loss: 0.0312305 | Time: 2212.15 ms
[2022-04-07 17:50:17 main:574] : INFO : Epoch 1544 | loss: 0.0312316 | val_loss: 0.0312308 | Time: 1863.56 ms
[2022-04-07 17:50:19 main:574] : INFO : Epoch 1545 | loss: 0.0312314 | val_loss: 0.0312332 | Time: 1924.46 ms
[2022-04-07 17:50:21 main:574] : INFO : Epoch 1546 | loss: 0.0312312 | val_loss: 0.0312358 | Time: 1878.46 ms
[2022-04-07 17:50:23 main:574] : INFO : Epoch 1547 | loss: 0.0312319 | val_loss: 0.031232 | Time: 1788.81 ms
[2022-04-07 17:50:24 main:574] : INFO : Epoch 1548 | loss: 0.0312304 | val_loss: 0.0312302 | Time: 1864.65 ms
[2022-04-07 17:50:26 main:574] : INFO : Epoch 1549 | loss: 0.0312302 | val_loss: 0.0312302 | Time: 1871 ms
[2022-04-07 17:50:28 main:574] : INFO : Epoch 1550 | loss: 0.0312303 | val_loss: 0.0312302 | Time: 1882.36 ms
[2022-04-07 17:50:30 main:574] : INFO : Epoch 1551 | loss: 0.0312317 | val_loss: 0.0312317 | Time: 1866.13 ms
[2022-04-07 17:50:32 main:574] : INFO : Epoch 1552 | loss: 0.0312307 | val_loss: 0.0312327 | Time: 1825.5 ms
[2022-04-07 17:50:34 main:574] : INFO : Epoch 1553 | loss: 0.0312312 | val_loss: 0.0312356 | Time: 1737.68 ms
[2022-04-07 17:50:35 main:574] : INFO : Epoch 1554 | loss: 0.0312309 | val_loss: 0.0312304 | Time: 1760.2 ms
[2022-04-07 17:50:37 main:574] : INFO : Epoch 1555 | loss: 0.0312301 | val_loss: 0.0312302 | Time: 1742.77 ms
[2022-04-07 17:50:39 main:574] : INFO : Epoch 1556 | loss: 0.0312317 | val_loss: 0.0312303 | Time: 1722.53 ms
[2022-04-07 17:50:41 main:574] : INFO : Epoch 1557 | loss: 0.0312316 | val_loss: 0.0312309 | Time: 1774.38 ms
[2022-04-07 17:50:42 main:574] : INFO : Epoch 1558 | loss: 0.0312316 | val_loss: 0.031232 | Time: 1762.77 ms
[2022-04-07 17:50:44 main:574] : INFO : Epoch 1559 | loss: 0.0312305 | val_loss: 0.0312303 | Time: 1815.94 ms
[2022-04-07 17:50:46 main:574] : INFO : Epoch 1560 | loss: 0.0312301 | val_loss: 0.0312312 | Time: 1982.01 ms
[2022-04-07 17:50:48 main:574] : INFO : Epoch 1561 | loss: 0.0312304 | val_loss: 0.0312306 | Time: 1798.01 ms
[2022-04-07 17:50:50 main:574] : INFO : Epoch 1562 | loss: 0.0312306 | val_loss: 0.0312328 | Time: 1801.25 ms
[2022-04-07 17:50:52 main:574] : INFO : Epoch 1563 | loss: 0.0312312 | val_loss: 0.0312301 | Time: 1801.56 ms
[2022-04-07 17:50:53 main:574] : INFO : Epoch 1564 | loss: 0.0312303 | val_loss: 0.0312319 | Time: 1751.12 ms
[2022-04-07 17:50:55 main:574] : INFO : Epoch 1565 | loss: 0.0312304 | val_loss: 0.0312323 | Time: 1766.79 ms
[2022-04-07 17:50:57 main:574] : INFO : Epoch 1566 | loss: 0.0312307 | val_loss: 0.0312312 | Time: 1781.11 ms
[2022-04-07 17:50:59 main:574] : INFO : Epoch 1567 | loss: 0.0312311 | val_loss: 0.0312323 | Time: 1788.75 ms
[2022-04-07 17:51:01 main:574] : INFO : Epoch 1568 | loss: 0.0312301 | val_loss: 0.0312319 | Time: 2145.84 ms
[2022-04-07 17:51:03 main:574] : INFO : Epoch 1569 | loss: 0.0312309 | val_loss: 0.0312305 | Time: 1787.06 ms
[2022-04-07 17:51:04 main:574] : INFO : Epoch 1570 | loss: 0.0312305 | val_loss: 0.0312304 | Time: 1720.93 ms
[2022-04-07 17:51:06 main:574] : INFO : Epoch 1571 | loss: 0.0312305 | val_loss: 0.0312324 | Time: 1773.33 ms
[2022-04-07 17:51:08 main:574] : INFO : Epoch 1572 | loss: 0.0312318 | val_loss: 0.0312341 | Time: 1796.01 ms
[2022-04-07 17:51:10 main:574] : INFO : Epoch 1573 | loss: 0.0312327 | val_loss: 0.0312336 | Time: 1847.2 ms
[2022-04-07 17:51:13 main:574] : INFO : Epoch 1574 | loss: 0.0312337 | val_loss: 0.0312349 | Time: 2829.44 ms
[2022-04-07 17:51:15 main:574] : INFO : Epoch 1575 | loss: 0.031231 | val_loss: 0.0312312 | Time: 2459.1 ms
[2022-04-07 17:51:17 main:574] : INFO : Epoch 1576 | loss: 0.0312303 | val_loss: 0.0312314 | Time: 1845.15 ms
[2022-04-07 17:51:19 main:574] : INFO : Epoch 1577 | loss: 0.0312311 | val_loss: 0.0312302 | Time: 1826.56 ms
[2022-04-07 17:51:21 main:574] : INFO : Epoch 1578 | loss: 0.0312315 | val_loss: 0.0312318 | Time: 1796.35 ms
[2022-04-07 17:51:23 main:574] : INFO : Epoch 1579 | loss: 0.0312307 | val_loss: 0.0312308 | Time: 1834.31 ms
[2022-04-07 17:51:24 main:574] : INFO : Epoch 1580 | loss: 0.0312317 | val_loss: 0.0312305 | Time: 1796.8 ms
[2022-04-07 17:51:26 main:574] : INFO : Epoch 1581 | loss: 0.0312311 | val_loss: 0.0312321 | Time: 1755.96 ms
[2022-04-07 17:51:28 main:574] : INFO : Epoch 1582 | loss: 0.0312307 | val_loss: 0.0312313 | Time: 1840.98 ms
[2022-04-07 17:51:30 main:574] : INFO : Epoch 1583 | loss: 0.031231 | val_loss: 0.0312313 | Time: 2011.67 ms
[2022-04-07 17:51:32 main:574] : INFO : Epoch 1584 | loss: 0.03123 | val_loss: 0.0312312 | Time: 1819.06 ms
[2022-04-07 17:51:34 main:574] : INFO : Epoch 1585 | loss: 0.031231 | val_loss: 0.0312301 | Time: 1744.98 ms
[2022-04-07 17:51:35 main:574] : INFO : Epoch 1586 | loss: 0.0312308 | val_loss: 0.0312304 | Time: 1768.24 ms
[2022-04-07 17:51:37 main:574] : INFO : Epoch 1587 | loss: 0.031231 | val_loss: 0.0312331 | Time: 1801.19 ms
[2022-04-07 17:51:39 main:574] : INFO : Epoch 1588 | loss: 0.031231 | val_loss: 0.0312333 | Time: 1790.14 ms
[2022-04-07 17:51:41 main:574] : INFO : Epoch 1589 | loss: 0.0312304 | val_loss: 0.0312302 | Time: 1778.75 ms
[2022-04-07 17:51:43 main:574] : INFO : Epoch 1590 | loss: 0.0312304 | val_loss: 0.0312303 | Time: 1761.46 ms
[2022-04-07 17:51:44 main:574] : INFO : Epoch 1591 | loss: 0.0312303 | val_loss: 0.0312302 | Time: 1741.92 ms
[2022-04-07 17:51:46 main:574] : INFO : Epoch 1592 | loss: 0.0312302 | val_loss: 0.0312302 | Time: 1778.61 ms
[2022-04-07 17:51:48 main:574] : INFO : Epoch 1593 | loss: 0.0312301 | val_loss: 0.0312305 | Time: 1762.5 ms
[2022-04-07 17:51:50 main:574] : INFO : Epoch 1594 | loss: 0.0312318 | val_loss: 0.0312317 | Time: 1796.77 ms
[2022-04-07 17:51:51 main:574] : INFO : Epoch 1595 | loss: 0.0312305 | val_loss: 0.0312303 | Time: 1798.8 ms
[2022-04-07 17:51:53 main:574] : INFO : Epoch 1596 | loss: 0.0312305 | val_loss: 0.0312324 | Time: 1761.49 ms
[2022-04-07 17:51:55 main:574] : INFO : Epoch 1597 | loss: 0.0312304 | val_loss: 0.0312301 | Time: 1788.72 ms
[2022-04-07 17:51:57 main:574] : INFO : Epoch 1598 | loss: 0.03123 | val_loss: 0.0312307 | Time: 1801.19 ms
[2022-04-07 17:51:59 main:574] : INFO : Epoch 1599 | loss: 0.0312316 | val_loss: 0.0312306 | Time: 1749.59 ms
[2022-04-07 17:52:00 main:574] : INFO : Epoch 1600 | loss: 0.0312311 | val_loss: 0.031233 | Time: 1756.46 ms
[2022-04-07 17:52:02 main:574] : INFO : Epoch 1601 | loss: 0.0312341 | val_loss: 0.0312364 | Time: 1751.4 ms
[2022-04-07 17:52:04 main:574] : INFO : Epoch 1602 | loss: 0.0312328 | val_loss: 0.0312305 | Time: 1776.72 ms
[2022-04-07 17:52:06 main:574] : INFO : Epoch 1603 | loss: 0.031232 | val_loss: 0.0312314 | Time: 1785.89 ms
[2022-04-07 17:52:07 main:574] : INFO : Epoch 1604 | loss: 0.0312331 | val_loss: 0.0312315 | Time: 1768.16 ms
[2022-04-07 17:52:09 main:574] : INFO : Epoch 1605 | loss: 0.0312331 | val_loss: 0.0312322 | Time: 1777.47 ms
[2022-04-07 17:52:11 main:574] : INFO : Epoch 1606 | loss: 0.0312311 | val_loss: 0.0312303 | Time: 1862.6 ms
[2022-04-07 17:52:13 main:574] : INFO : Epoch 1607 | loss: 0.0312301 | val_loss: 0.031232 | Time: 2026.24 ms
[2022-04-07 17:52:15 main:574] : INFO : Epoch 1608 | loss: 0.0312309 | val_loss: 0.0312304 | Time: 1760.35 ms
[2022-04-07 17:52:17 main:574] : INFO : Epoch 1609 | loss: 0.03123 | val_loss: 0.0312305 | Time: 1747.63 ms
[2022-04-07 17:52:18 main:574] : INFO : Epoch 1610 | loss: 0.0312306 | val_loss: 0.0312302 | Time: 1768.03 ms
[2022-04-07 17:52:20 main:574] : INFO : Epoch 1611 | loss: 0.03123 | val_loss: 0.0312305 | Time: 1740.43 ms
[2022-04-07 17:52:22 main:574] : INFO : Epoch 1612 | loss: 0.0312313 | val_loss: 0.0312323 | Time: 1889.89 ms
[2022-04-07 17:52:24 main:574] : INFO : Epoch 1613 | loss: 0.0312314 | val_loss: 0.0312302 | Time: 1789.3 ms
[2022-04-07 17:52:26 main:574] : INFO : Epoch 1614 | loss: 0.0312304 | val_loss: 0.0312303 | Time: 1824.65 ms
[2022-04-07 17:52:28 main:574] : INFO : Epoch 1615 | loss: 0.0312305 | val_loss: 0.0312304 | Time: 1793.93 ms
[2022-04-07 17:52:29 main:574] : INFO : Epoch 1616 | loss: 0.0312303 | val_loss: 0.0312331 | Time: 1789.85 ms
[2022-04-07 17:52:31 main:574] : INFO : Epoch 1617 | loss: 0.0312317 | val_loss: 0.0312306 | Time: 1795.52 ms
[2022-04-07 17:52:33 main:574] : INFO : Epoch 1618 | loss: 0.0312308 | val_loss: 0.0312305 | Time: 1747.34 ms
[2022-04-07 17:52:35 main:574] : INFO : Epoch 1619 | loss: 0.0312299 | val_loss: 0.0312324 | Time: 1765.52 ms
[2022-04-07 17:52:36 main:574] : INFO : Epoch 1620 | loss: 0.0312317 | val_loss: 0.0312338 | Time: 1752.69 ms
[2022-04-07 17:52:38 main:574] : INFO : Epoch 1621 | loss: 0.0312306 | val_loss: 0.0312386 | Time: 1724.8 ms
[2022-04-07 17:52:40 main:574] : INFO : Epoch 1622 | loss: 0.0321778 | val_loss: 0.0314904 | Time: 1768.72 ms
[2022-04-07 17:52:42 main:574] : INFO : Epoch 1623 | loss: 0.0343413 | val_loss: 0.031793 | Time: 1868.99 ms
[2022-04-07 17:52:44 main:574] : INFO : Epoch 1624 | loss: 0.0329685 | val_loss: 0.0315722 | Time: 1966.2 ms
[2022-04-07 17:52:46 main:574] : INFO : Epoch 1625 | loss: 0.0315922 | val_loss: 0.0313868 | Time: 1803.42 ms
[2022-04-07 17:52:47 main:574] : INFO : Epoch 1626 | loss: 0.0312901 | val_loss: 0.0312516 | Time: 1773.72 ms
[2022-04-07 17:52:49 main:574] : INFO : Epoch 1627 | loss: 0.0312423 | val_loss: 0.0312354 | Time: 1794.31 ms
[2022-04-07 17:52:51 main:574] : INFO : Epoch 1628 | loss: 0.0312332 | val_loss: 0.0312316 | Time: 1737.48 ms
[2022-04-07 17:52:53 main:574] : INFO : Epoch 1629 | loss: 0.0312313 | val_loss: 0.0312307 | Time: 1750 ms
[2022-04-07 17:52:54 main:574] : INFO : Epoch 1630 | loss: 0.0312307 | val_loss: 0.0312305 | Time: 1756.07 ms
[2022-04-07 17:52:56 main:574] : INFO : Epoch 1631 | loss: 0.0312304 | val_loss: 0.0312305 | Time: 1737.64 ms
[2022-04-07 17:52:58 main:574] : INFO : Epoch 1632 | loss: 0.0312303 | val_loss: 0.0312318 | Time: 1796.92 ms
[2022-04-07 17:53:00 main:574] : INFO : Epoch 1633 | loss: 0.0312304 | val_loss: 0.0312308 | Time: 1849.13 ms
[2022-04-07 17:53:02 main:574] : INFO : Epoch 1634 | loss: 0.0312301 | val_loss: 0.0312307 | Time: 1803.03 ms
[2022-04-07 17:53:04 main:574] : INFO : Epoch 1635 | loss: 0.0312301 | val_loss: 0.0312303 | Time: 1817.43 ms
[2022-04-07 17:53:05 main:574] : INFO : Epoch 1636 | loss: 0.0312301 | val_loss: 0.0312315 | Time: 1857.63 ms
[2022-04-07 17:53:08 main:574] : INFO : Epoch 1637 | loss: 0.03123 | val_loss: 0.031231 | Time: 2331.32 ms
[2022-04-07 17:53:10 main:574] : INFO : Epoch 1638 | loss: 0.0312307 | val_loss: 0.0312301 | Time: 1829.31 ms
[2022-04-07 17:53:11 main:574] : INFO : Epoch 1639 | loss: 0.0312301 | val_loss: 0.031231 | Time: 1814.67 ms
[2022-04-07 17:53:13 main:574] : INFO : Epoch 1640 | loss: 0.0312307 | val_loss: 0.0312312 | Time: 1807.95 ms
[2022-04-07 17:53:15 main:574] : INFO : Epoch 1641 | loss: 0.0312302 | val_loss: 0.03123 | Time: 1846.49 ms
[2022-04-07 17:53:17 main:574] : INFO : Epoch 1642 | loss: 0.0312301 | val_loss: 0.0312313 | Time: 1725.04 ms
[2022-04-07 17:53:19 main:574] : INFO : Epoch 1643 | loss: 0.0312302 | val_loss: 0.0312307 | Time: 1813.57 ms
[2022-04-07 17:53:20 main:574] : INFO : Epoch 1644 | loss: 0.03123 | val_loss: 0.0312301 | Time: 1756.89 ms
[2022-04-07 17:53:22 main:574] : INFO : Epoch 1645 | loss: 0.0312297 | val_loss: 0.0312301 | Time: 1833.17 ms
[2022-04-07 17:53:25 main:574] : INFO : Epoch 1646 | loss: 0.0312297 | val_loss: 0.0312305 | Time: 2290.24 ms
[2022-04-07 17:53:26 main:574] : INFO : Epoch 1647 | loss: 0.0312299 | val_loss: 0.0312301 | Time: 1830.98 ms
[2022-04-07 17:53:28 main:574] : INFO : Epoch 1648 | loss: 0.0312302 | val_loss: 0.03123 | Time: 1855.5 ms
[2022-04-07 17:53:30 main:574] : INFO : Epoch 1649 | loss: 0.0312307 | val_loss: 0.0312311 | Time: 1854.82 ms
[2022-04-07 17:53:32 main:574] : INFO : Epoch 1650 | loss: 0.0312304 | val_loss: 0.0312301 | Time: 1881.21 ms
[2022-04-07 17:53:34 main:574] : INFO : Epoch 1651 | loss: 0.0312301 | val_loss: 0.03123 | Time: 1820.12 ms
[2022-04-07 17:53:36 main:574] : INFO : Epoch 1652 | loss: 0.0312297 | val_loss: 0.03123 | Time: 1802.8 ms
[2022-04-07 17:53:37 main:574] : INFO : Epoch 1653 | loss: 0.0312299 | val_loss: 0.0312299 | Time: 1861.67 ms
[2022-04-07 17:53:39 main:574] : INFO : Epoch 1654 | loss: 0.0312296 | val_loss: 0.03123 | Time: 1820.82 ms
[2022-04-07 17:53:42 main:574] : INFO : Epoch 1655 | loss: 0.0312297 | val_loss: 0.0312302 | Time: 2206 ms
[2022-04-07 17:53:43 main:574] : INFO : Epoch 1656 | loss: 0.0312299 | val_loss: 0.0312302 | Time: 1922.48 ms
[2022-04-07 17:53:45 main:574] : INFO : Epoch 1657 | loss: 0.0312302 | val_loss: 0.0312313 | Time: 1845.09 ms
[2022-04-07 17:53:47 main:574] : INFO : Epoch 1658 | loss: 0.0312302 | val_loss: 0.0312303 | Time: 1781.34 ms
[2022-04-07 17:53:49 main:574] : INFO : Epoch 1659 | loss: 0.0312306 | val_loss: 0.0312322 | Time: 1792.81 ms
[2022-04-07 17:53:51 main:574] : INFO : Epoch 1660 | loss: 0.0312301 | val_loss: 0.0312301 | Time: 1834.91 ms
[2022-04-07 17:53:53 main:574] : INFO : Epoch 1661 | loss: 0.0312298 | val_loss: 0.03123 | Time: 1797.31 ms
[2022-04-07 17:53:54 main:574] : INFO : Epoch 1662 | loss: 0.0312303 | val_loss: 0.0312305 | Time: 1795.87 ms
[2022-04-07 17:53:56 main:574] : INFO : Epoch 1663 | loss: 0.0312306 | val_loss: 0.0312307 | Time: 1823.13 ms
[2022-04-07 17:53:58 main:574] : INFO : Epoch 1664 | loss: 0.0312299 | val_loss: 0.0312303 | Time: 1818.36 ms
[2022-04-07 17:54:00 main:574] : INFO : Epoch 1665 | loss: 0.0312304 | val_loss: 0.0312302 | Time: 1894.93 ms
[2022-04-07 17:54:02 main:574] : INFO : Epoch 1666 | loss: 0.0312311 | val_loss: 0.0312301 | Time: 1796.33 ms
[2022-04-07 17:54:04 main:574] : INFO : Epoch 1667 | loss: 0.0312307 | val_loss: 0.0312299 | Time: 1796.01 ms
[2022-04-07 17:54:05 main:574] : INFO : Epoch 1668 | loss: 0.03123 | val_loss: 0.0312299 | Time: 1744.36 ms
[2022-04-07 17:54:07 main:574] : INFO : Epoch 1669 | loss: 0.03123 | val_loss: 0.03123 | Time: 1788.11 ms
[2022-04-07 17:54:09 main:574] : INFO : Epoch 1670 | loss: 0.0312299 | val_loss: 0.0312301 | Time: 1806.08 ms
[2022-04-07 17:54:11 main:574] : INFO : Epoch 1671 | loss: 0.0312299 | val_loss: 0.0312303 | Time: 1765.16 ms
[2022-04-07 17:54:12 main:574] : INFO : Epoch 1672 | loss: 0.0312297 | val_loss: 0.0312299 | Time: 1779.82 ms
[2022-04-07 17:54:14 main:574] : INFO : Epoch 1673 | loss: 0.0312305 | val_loss: 0.0312315 | Time: 1748.98 ms
[2022-04-07 17:54:16 main:574] : INFO : Epoch 1674 | loss: 0.0312303 | val_loss: 0.0312306 | Time: 1776.51 ms
[2022-04-07 17:54:18 main:574] : INFO : Epoch 1675 | loss: 0.0312298 | val_loss: 0.0312304 | Time: 1749.12 ms
[2022-04-07 17:54:20 main:574] : INFO : Epoch 1676 | loss: 0.0312299 | val_loss: 0.0312303 | Time: 1742.07 ms
[2022-04-07 17:54:21 main:574] : INFO : Epoch 1677 | loss: 0.0312298 | val_loss: 0.0312302 | Time: 1782.21 ms
[2022-04-07 17:54:23 main:574] : INFO : Epoch 1678 | loss: 0.0312302 | val_loss: 0.0312312 | Time: 1764.97 ms
[2022-04-07 17:54:25 main:574] : INFO : Epoch 1679 | loss: 0.0312308 | val_loss: 0.0312317 | Time: 1798.52 ms
[2022-04-07 17:54:27 main:574] : INFO : Epoch 1680 | loss: 0.0312302 | val_loss: 0.0312299 | Time: 1755.41 ms
[2022-04-07 17:54:28 main:574] : INFO : Epoch 1681 | loss: 0.0312295 | val_loss: 0.0312301 | Time: 1723.12 ms
[2022-04-07 17:54:30 main:574] : INFO : Epoch 1682 | loss: 0.0312306 | val_loss: 0.0312315 | Time: 1795.63 ms
[2022-04-07 17:54:32 main:574] : INFO : Epoch 1683 | loss: 0.0312303 | val_loss: 0.0312299 | Time: 1774.82 ms
[2022-04-07 17:54:34 main:574] : INFO : Epoch 1684 | loss: 0.0312297 | val_loss: 0.0312302 | Time: 1753.51 ms
[2022-04-07 17:54:35 main:574] : INFO : Epoch 1685 | loss: 0.0312299 | val_loss: 0.0312305 | Time: 1762.25 ms
[2022-04-07 17:54:37 main:574] : INFO : Epoch 1686 | loss: 0.0312296 | val_loss: 0.03123 | Time: 1791.24 ms
[2022-04-07 17:54:39 main:574] : INFO : Epoch 1687 | loss: 0.0312297 | val_loss: 0.0312309 | Time: 1791.04 ms
[2022-04-07 17:54:41 main:574] : INFO : Epoch 1688 | loss: 0.0312302 | val_loss: 0.0312303 | Time: 1798.16 ms
[2022-04-07 17:54:43 main:574] : INFO : Epoch 1689 | loss: 0.0312301 | val_loss: 0.0312302 | Time: 1830.27 ms
[2022-04-07 17:54:45 main:574] : INFO : Epoch 1690 | loss: 0.0312299 | val_loss: 0.0312303 | Time: 1804.83 ms
[2022-04-07 17:54:46 main:574] : INFO : Epoch 1691 | loss: 0.0312299 | val_loss: 0.0312307 | Time: 1802.96 ms
[2022-04-07 17:54:48 main:574] : INFO : Epoch 1692 | loss: 0.0312303 | val_loss: 0.0312317 | Time: 1802.16 ms
[2022-04-07 17:54:50 main:574] : INFO : Epoch 1693 | loss: 0.031231 | val_loss: 0.0312309 | Time: 1978.4 ms
[2022-04-07 17:54:52 main:574] : INFO : Epoch 1694 | loss: 0.03123 | val_loss: 0.0312314 | Time: 1814.46 ms
[2022-04-07 17:54:54 main:574] : INFO : Epoch 1695 | loss: 0.031231 | val_loss: 0.0312306 | Time: 1803.13 ms
[2022-04-07 17:54:56 main:574] : INFO : Epoch 1696 | loss: 0.0312298 | val_loss: 0.0312304 | Time: 1761.6 ms
[2022-04-07 17:54:57 main:574] : INFO : Epoch 1697 | loss: 0.03123 | val_loss: 0.0312299 | Time: 1903.76 ms
[2022-04-07 17:54:59 main:574] : INFO : Epoch 1698 | loss: 0.0312302 | val_loss: 0.0312301 | Time: 1777.03 ms
[2022-04-07 17:55:01 main:574] : INFO : Epoch 1699 | loss: 0.0312299 | val_loss: 0.0312309 | Time: 1754.28 ms
[2022-04-07 17:55:03 main:574] : INFO : Epoch 1700 | loss: 0.03123 | val_loss: 0.0312299 | Time: 1773.47 ms
[2022-04-07 17:55:05 main:574] : INFO : Epoch 1701 | loss: 0.0312295 | val_loss: 0.0312299 | Time: 1843.17 ms
[2022-04-07 17:55:06 main:574] : INFO : Epoch 1702 | loss: 0.0312296 | val_loss: 0.0312301 | Time: 1737.38 ms
[2022-04-07 17:55:08 main:574] : INFO : Epoch 1703 | loss: 0.0312296 | val_loss: 0.03123 | Time: 1753.74 ms
[2022-04-07 17:55:10 main:574] : INFO : Epoch 1704 | loss: 0.0312304 | val_loss: 0.0312299 | Time: 1751.77 ms
[2022-04-07 17:55:12 main:574] : INFO : Epoch 1705 | loss: 0.0312304 | val_loss: 0.03123 | Time: 1758.17 ms
[2022-04-07 17:55:13 main:574] : INFO : Epoch 1706 | loss: 0.0312296 | val_loss: 0.03123 | Time: 1801.12 ms
[2022-04-07 17:55:15 main:574] : INFO : Epoch 1707 | loss: 0.0312297 | val_loss: 0.03123 | Time: 1786.51 ms
[2022-04-07 17:55:17 main:574] : INFO : Epoch 1708 | loss: 0.0312297 | val_loss: 0.0312301 | Time: 1796.97 ms
[2022-04-07 17:55:19 main:574] : INFO : Epoch 1709 | loss: 0.0312299 | val_loss: 0.0312309 | Time: 1850.83 ms
[2022-04-07 17:55:21 main:574] : INFO : Epoch 1710 | loss: 0.0312303 | val_loss: 0.03123 | Time: 1850.76 ms
[2022-04-07 17:55:23 main:574] : INFO : Epoch 1711 | loss: 0.0312297 | val_loss: 0.0312299 | Time: 1797.86 ms
[2022-04-07 17:55:24 main:574] : INFO : Epoch 1712 | loss: 0.03123 | val_loss: 0.0312302 | Time: 1841.72 ms
[2022-04-07 17:55:26 main:574] : INFO : Epoch 1713 | loss: 0.0312298 | val_loss: 0.03123 | Time: 1784.13 ms
[2022-04-07 17:55:28 main:574] : INFO : Epoch 1714 | loss: 0.0312299 | val_loss: 0.0312301 | Time: 1809.44 ms
[2022-04-07 17:55:30 main:574] : INFO : Epoch 1715 | loss: 0.0312299 | val_loss: 0.0312301 | Time: 1796.83 ms
[2022-04-07 17:55:32 main:574] : INFO : Epoch 1716 | loss: 0.0312298 | val_loss: 0.0312299 | Time: 1739.89 ms
[2022-04-07 17:55:33 main:574] : INFO : Epoch 1717 | loss: 0.03123 | val_loss: 0.0312303 | Time: 1791.4 ms
[2022-04-07 17:55:35 main:574] : INFO : Epoch 1718 | loss: 0.0312301 | val_loss: 0.0312299 | Time: 1760.49 ms
[2022-04-07 17:55:37 main:574] : INFO : Epoch 1719 | loss: 0.0312297 | val_loss: 0.0312308 | Time: 1782.17 ms
[2022-04-07 17:55:39 main:574] : INFO : Epoch 1720 | loss: 0.0312299 | val_loss: 0.0312299 | Time: 1758.74 ms
[2022-04-07 17:55:41 main:574] : INFO : Epoch 1721 | loss: 0.0312296 | val_loss: 0.03123 | Time: 1774.98 ms
[2022-04-07 17:55:42 main:574] : INFO : Epoch 1722 | loss: 0.0312298 | val_loss: 0.0312302 | Time: 1801.2 ms
[2022-04-07 17:55:44 main:574] : INFO : Epoch 1723 | loss: 0.0312303 | val_loss: 0.0312316 | Time: 1776.06 ms
[2022-04-07 17:55:46 main:574] : INFO : Epoch 1724 | loss: 0.031231 | val_loss: 0.0312306 | Time: 1741.77 ms
[2022-04-07 17:55:48 main:574] : INFO : Epoch 1725 | loss: 0.0312302 | val_loss: 0.0312302 | Time: 1760.87 ms
[2022-04-07 17:55:49 main:574] : INFO : Epoch 1726 | loss: 0.0312303 | val_loss: 0.03123 | Time: 1740.12 ms
[2022-04-07 17:55:51 main:574] : INFO : Epoch 1727 | loss: 0.0312298 | val_loss: 0.0312302 | Time: 1759.65 ms
[2022-04-07 17:55:53 main:574] : INFO : Epoch 1728 | loss: 0.0312296 | val_loss: 0.03123 | Time: 1777.37 ms
[2022-04-07 17:55:55 main:574] : INFO : Epoch 1729 | loss: 0.03123 | val_loss: 0.03123 | Time: 1732.05 ms
[2022-04-07 17:55:56 main:574] : INFO : Epoch 1730 | loss: 0.0312298 | val_loss: 0.0312299 | Time: 1764.01 ms
[2022-04-07 17:55:58 main:574] : INFO : Epoch 1731 | loss: 0.0312298 | val_loss: 0.0312304 | Time: 1746.36 ms
[2022-04-07 17:56:00 main:574] : INFO : Epoch 1732 | loss: 0.0312297 | val_loss: 0.03123 | Time: 1785.08 ms
[2022-04-07 17:56:02 main:574] : INFO : Epoch 1733 | loss: 0.0312299 | val_loss: 0.0312304 | Time: 1737.98 ms
[2022-04-07 17:56:04 main:574] : INFO : Epoch 1734 | loss: 0.0312303 | val_loss: 0.0312303 | Time: 1764.63 ms
[2022-04-07 17:56:05 main:574] : INFO : Epoch 1735 | loss: 0.0312299 | val_loss: 0.0312308 | Time: 1776.38 ms
[2022-04-07 17:56:07 main:574] : INFO : Epoch 1736 | loss: 0.0312304 | val_loss: 0.0312303 | Time: 1764.82 ms
[2022-04-07 17:56:09 main:574] : INFO : Epoch 1737 | loss: 0.0312298 | val_loss: 0.0312299 | Time: 1773.54 ms
[2022-04-07 17:56:11 main:574] : INFO : Epoch 1738 | loss: 0.0312297 | val_loss: 0.03123 | Time: 1769.28 ms
[2022-04-07 17:56:12 main:574] : INFO : Epoch 1739 | loss: 0.0312298 | val_loss: 0.031231 | Time: 1818.24 ms
[2022-04-07 17:56:14 main:574] : INFO : Epoch 1740 | loss: 0.0312296 | val_loss: 0.0312306 | Time: 1794.73 ms
[2022-04-07 17:56:16 main:574] : INFO : Epoch 1741 | loss: 0.0312297 | val_loss: 0.031231 | Time: 1780.26 ms
[2022-04-07 17:56:18 main:574] : INFO : Epoch 1742 | loss: 0.0312303 | val_loss: 0.0312308 | Time: 1787.57 ms
[2022-04-07 17:56:20 main:574] : INFO : Epoch 1743 | loss: 0.0312309 | val_loss: 0.0312314 | Time: 1760.36 ms
[2022-04-07 17:56:21 main:574] : INFO : Epoch 1744 | loss: 0.03123 | val_loss: 0.0312315 | Time: 1770.86 ms
[2022-04-07 17:56:23 main:574] : INFO : Epoch 1745 | loss: 0.0312305 | val_loss: 0.031231 | Time: 1740.49 ms
[2022-04-07 17:56:25 main:574] : INFO : Epoch 1746 | loss: 0.03123 | val_loss: 0.0312302 | Time: 1806.11 ms
[2022-04-07 17:56:27 main:574] : INFO : Epoch 1747 | loss: 0.0312312 | val_loss: 0.03123 | Time: 1801.95 ms
[2022-04-07 17:56:29 main:574] : INFO : Epoch 1748 | loss: 0.0312302 | val_loss: 0.0312299 | Time: 1766 ms
[2022-04-07 17:56:30 main:574] : INFO : Epoch 1749 | loss: 0.0312297 | val_loss: 0.0312304 | Time: 1753.19 ms
[2022-04-07 17:56:32 main:574] : INFO : Epoch 1750 | loss: 0.0312309 | val_loss: 0.0312308 | Time: 1798.56 ms
[2022-04-07 17:56:34 main:574] : INFO : Epoch 1751 | loss: 0.0312305 | val_loss: 0.0312311 | Time: 1811.23 ms
[2022-04-07 17:56:36 main:574] : INFO : Epoch 1752 | loss: 0.0312306 | val_loss: 0.0312302 | Time: 1767.91 ms
[2022-04-07 17:56:38 main:574] : INFO : Epoch 1753 | loss: 0.0312301 | val_loss: 0.0312302 | Time: 1774.57 ms
[2022-04-07 17:56:39 main:574] : INFO : Epoch 1754 | loss: 0.0312302 | val_loss: 0.031231 | Time: 1775.53 ms
[2022-04-07 17:56:41 main:574] : INFO : Epoch 1755 | loss: 0.03123 | val_loss: 0.0312309 | Time: 1778.26 ms
[2022-04-07 17:56:43 main:574] : INFO : Epoch 1756 | loss: 0.031231 | val_loss: 0.0312329 | Time: 1759.94 ms
[2022-04-07 17:56:45 main:574] : INFO : Epoch 1757 | loss: 0.0312312 | val_loss: 0.0312309 | Time: 1738.5 ms
[2022-04-07 17:56:46 main:574] : INFO : Epoch 1758 | loss: 0.0312301 | val_loss: 0.0312301 | Time: 1756.53 ms
[2022-04-07 17:56:48 main:574] : INFO : Epoch 1759 | loss: 0.0312303 | val_loss: 0.0312304 | Time: 1769.66 ms
[2022-04-07 17:56:50 main:574] : INFO : Epoch 1760 | loss: 0.0312301 | val_loss: 0.0312307 | Time: 1756.02 ms
[2022-04-07 17:56:52 main:574] : INFO : Epoch 1761 | loss: 0.0312299 | val_loss: 0.0312301 | Time: 1781.38 ms
[2022-04-07 17:56:54 main:574] : INFO : Epoch 1762 | loss: 0.0312309 | val_loss: 0.0312318 | Time: 1771.09 ms
[2022-04-07 17:56:55 main:574] : INFO : Epoch 1763 | loss: 0.0312301 | val_loss: 0.0312304 | Time: 1747.33 ms
[2022-04-07 17:56:57 main:574] : INFO : Epoch 1764 | loss: 0.03123 | val_loss: 0.031231 | Time: 1795.53 ms
[2022-04-07 17:56:59 main:574] : INFO : Epoch 1765 | loss: 0.0312319 | val_loss: 0.0312336 | Time: 1743.54 ms
[2022-04-07 17:57:01 main:574] : INFO : Epoch 1766 | loss: 0.031233 | val_loss: 0.031231 | Time: 1796.05 ms
[2022-04-07 17:57:02 main:574] : INFO : Epoch 1767 | loss: 0.0312307 | val_loss: 0.03123 | Time: 1754.02 ms
[2022-04-07 17:57:04 main:574] : INFO : Epoch 1768 | loss: 0.03123 | val_loss: 0.031231 | Time: 1905.85 ms
[2022-04-07 17:57:06 main:574] : INFO : Epoch 1769 | loss: 0.0312309 | val_loss: 0.0312301 | Time: 1872.39 ms
[2022-04-07 17:57:08 main:574] : INFO : Epoch 1770 | loss: 0.03123 | val_loss: 0.0312306 | Time: 1766.12 ms
[2022-04-07 17:57:10 main:574] : INFO : Epoch 1771 | loss: 0.0312301 | val_loss: 0.0312309 | Time: 1784.2 ms
[2022-04-07 17:57:12 main:574] : INFO : Epoch 1772 | loss: 0.0312303 | val_loss: 0.0312303 | Time: 1876.58 ms
[2022-04-07 17:57:14 main:574] : INFO : Epoch 1773 | loss: 0.0312306 | val_loss: 0.0312304 | Time: 1875.79 ms
[2022-04-07 17:57:15 main:574] : INFO : Epoch 1774 | loss: 0.0312305 | val_loss: 0.0312302 | Time: 1853.17 ms
[2022-04-07 17:57:17 main:574] : INFO : Epoch 1775 | loss: 0.0312303 | val_loss: 0.0312314 | Time: 1794.34 ms
[2022-04-07 17:57:19 main:574] : INFO : Epoch 1776 | loss: 0.03123 | val_loss: 0.0312312 | Time: 1926.79 ms
[2022-04-07 17:57:21 main:574] : INFO : Epoch 1777 | loss: 0.0312298 | val_loss: 0.0312303 | Time: 1782.02 ms
[2022-04-07 17:57:23 main:574] : INFO : Epoch 1778 | loss: 0.03123 | val_loss: 0.0312302 | Time: 1730.75 ms
[2022-04-07 17:57:24 main:574] : INFO : Epoch 1779 | loss: 0.0312302 | val_loss: 0.0312307 | Time: 1706.6 ms
[2022-04-07 17:57:26 main:574] : INFO : Epoch 1780 | loss: 0.0312309 | val_loss: 0.0312306 | Time: 1727.87 ms
[2022-04-07 17:57:28 main:574] : INFO : Epoch 1781 | loss: 0.0312303 | val_loss: 0.0312322 | Time: 1758.56 ms
[2022-04-07 17:57:30 main:574] : INFO : Epoch 1782 | loss: 0.0312308 | val_loss: 0.0312309 | Time: 1752.82 ms
[2022-04-07 17:57:31 main:574] : INFO : Epoch 1783 | loss: 0.03123 | val_loss: 0.0312304 | Time: 1752.41 ms
[2022-04-07 17:57:33 main:574] : INFO : Epoch 1784 | loss: 0.0312327 | val_loss: 0.0312326 | Time: 1739.14 ms
[2022-04-07 17:57:35 main:574] : INFO : Epoch 1785 | loss: 0.0312306 | val_loss: 0.03123 | Time: 1731.16 ms
[2022-04-07 17:57:37 main:574] : INFO : Epoch 1786 | loss: 0.0312298 | val_loss: 0.0312302 | Time: 1739.02 ms
[2022-04-07 17:57:38 main:574] : INFO : Epoch 1787 | loss: 0.0312302 | val_loss: 0.0312307 | Time: 1748.27 ms
[2022-04-07 17:57:40 main:574] : INFO : Epoch 1788 | loss: 0.0312299 | val_loss: 0.0312322 | Time: 1745.9 ms
[2022-04-07 17:57:42 main:574] : INFO : Epoch 1789 | loss: 0.0312305 | val_loss: 0.0312308 | Time: 1731.64 ms
[2022-04-07 17:57:44 main:574] : INFO : Epoch 1790 | loss: 0.031231 | val_loss: 0.0312304 | Time: 1708.55 ms
[2022-04-07 17:57:45 main:574] : INFO : Epoch 1791 | loss: 0.0312301 | val_loss: 0.0312303 | Time: 1737.6 ms
[2022-04-07 17:57:47 main:574] : INFO : Epoch 1792 | loss: 0.0312301 | val_loss: 0.0312327 | Time: 1715.7 ms
[2022-04-07 17:57:49 main:574] : INFO : Epoch 1793 | loss: 0.0312316 | val_loss: 0.0312307 | Time: 1737.09 ms
[2022-04-07 17:57:51 main:574] : INFO : Epoch 1794 | loss: 0.0312302 | val_loss: 0.03123 | Time: 1731.92 ms
[2022-04-07 17:57:52 main:574] : INFO : Epoch 1795 | loss: 0.0312304 | val_loss: 0.0312317 | Time: 1798.52 ms
[2022-04-07 17:57:54 main:574] : INFO : Epoch 1796 | loss: 0.0312302 | val_loss: 0.0312306 | Time: 1739.47 ms
[2022-04-07 17:57:56 main:574] : INFO : Epoch 1797 | loss: 0.031231 | val_loss: 0.0312312 | Time: 1729.07 ms
[2022-04-07 17:57:58 main:574] : INFO : Epoch 1798 | loss: 0.0312301 | val_loss: 0.03123 | Time: 1734.22 ms
[2022-04-07 17:57:59 main:574] : INFO : Epoch 1799 | loss: 0.0312309 | val_loss: 0.0312306 | Time: 1723.34 ms
[2022-04-07 17:58:01 main:574] : INFO : Epoch 1800 | loss: 0.03123 | val_loss: 0.0312346 | Time: 1721.76 ms
[2022-04-07 17:58:03 main:574] : INFO : Epoch 1801 | loss: 0.031232 | val_loss: 0.0312318 | Time: 1712.96 ms
[2022-04-07 17:58:05 main:574] : INFO : Epoch 1802 | loss: 0.0312307 | val_loss: 0.0312302 | Time: 1744.56 ms
[2022-04-07 17:58:06 main:574] : INFO : Epoch 1803 | loss: 0.0312308 | val_loss: 0.031231 | Time: 1766.71 ms
[2022-04-07 17:58:08 main:574] : INFO : Epoch 1804 | loss: 0.0312302 | val_loss: 0.0312304 | Time: 1731.35 ms
[2022-04-07 17:58:10 main:574] : INFO : Epoch 1805 | loss: 0.03123 | val_loss: 0.031231 | Time: 1708.56 ms
[2022-04-07 17:58:12 main:574] : INFO : Epoch 1806 | loss: 0.0312302 | val_loss: 0.0312306 | Time: 1739.45 ms
[2022-04-07 17:58:13 main:574] : INFO : Epoch 1807 | loss: 0.0312305 | val_loss: 0.0312301 | Time: 1711.7 ms
[2022-04-07 17:58:15 main:574] : INFO : Epoch 1808 | loss: 0.03123 | val_loss: 0.0312305 | Time: 1708.49 ms
[2022-04-07 17:58:17 main:574] : INFO : Epoch 1809 | loss: 0.0312305 | val_loss: 0.0312301 | Time: 1710.91 ms
[2022-04-07 17:58:18 main:574] : INFO : Epoch 1810 | loss: 0.0312324 | val_loss: 0.0312313 | Time: 1728.29 ms
[2022-04-07 17:58:20 main:574] : INFO : Epoch 1811 | loss: 0.0312304 | val_loss: 0.03123 | Time: 1730.94 ms
[2022-04-07 17:58:22 main:574] : INFO : Epoch 1812 | loss: 0.0312298 | val_loss: 0.0312303 | Time: 1718.4 ms
[2022-04-07 17:58:24 main:574] : INFO : Epoch 1813 | loss: 0.0312302 | val_loss: 0.0312312 | Time: 1731.17 ms
[2022-04-07 17:58:25 main:574] : INFO : Epoch 1814 | loss: 0.0312308 | val_loss: 0.0312313 | Time: 1714.16 ms
[2022-04-07 17:58:27 main:574] : INFO : Epoch 1815 | loss: 0.0312312 | val_loss: 0.0312306 | Time: 1748.78 ms
[2022-04-07 17:58:29 main:574] : INFO : Epoch 1816 | loss: 0.0312309 | val_loss: 0.0312313 | Time: 1744 ms
[2022-04-07 17:58:31 main:574] : INFO : Epoch 1817 | loss: 0.0312312 | val_loss: 0.0312354 | Time: 1726.68 ms
[2022-04-07 17:58:32 main:574] : INFO : Epoch 1818 | loss: 0.0312314 | val_loss: 0.0312317 | Time: 1727.47 ms
[2022-04-07 17:58:34 main:574] : INFO : Epoch 1819 | loss: 0.0312311 | val_loss: 0.0312359 | Time: 1746.38 ms
[2022-04-07 17:58:36 main:574] : INFO : Epoch 1820 | loss: 0.0312321 | val_loss: 0.0312303 | Time: 1718.01 ms
[2022-04-07 17:58:38 main:574] : INFO : Epoch 1821 | loss: 0.0312326 | val_loss: 0.0312374 | Time: 1740.57 ms
[2022-04-07 17:58:39 main:574] : INFO : Epoch 1822 | loss: 0.0312328 | val_loss: 0.0312304 | Time: 1750.55 ms
[2022-04-07 17:58:41 main:574] : INFO : Epoch 1823 | loss: 0.0312308 | val_loss: 0.031231 | Time: 1724.98 ms
[2022-04-07 17:58:43 main:574] : INFO : Epoch 1824 | loss: 0.0312304 | val_loss: 0.0312307 | Time: 1726.94 ms
[2022-04-07 17:58:45 main:574] : INFO : Epoch 1825 | loss: 0.03123 | val_loss: 0.0312303 | Time: 1718.46 ms
[2022-04-07 17:58:46 main:574] : INFO : Epoch 1826 | loss: 0.0312301 | val_loss: 0.031231 | Time: 1769.57 ms
[2022-04-07 17:58:48 main:574] : INFO : Epoch 1827 | loss: 0.0312313 | val_loss: 0.0312312 | Time: 1726.48 ms
[2022-04-07 17:58:50 main:574] : INFO : Epoch 1828 | loss: 0.0312304 | val_loss: 0.0312318 | Time: 1734.77 ms
[2022-04-07 17:58:52 main:574] : INFO : Epoch 1829 | loss: 0.0312305 | val_loss: 0.0312305 | Time: 1733.64 ms
[2022-04-07 17:58:53 main:574] : INFO : Epoch 1830 | loss: 0.0312301 | val_loss: 0.0312301 | Time: 1782.33 ms
[2022-04-07 17:58:55 main:574] : INFO : Epoch 1831 | loss: 0.0312305 | val_loss: 0.0312314 | Time: 1755.83 ms
[2022-04-07 17:58:57 main:574] : INFO : Epoch 1832 | loss: 0.0312304 | val_loss: 0.0312305 | Time: 1723.94 ms
[2022-04-07 17:58:59 main:574] : INFO : Epoch 1833 | loss: 0.0312309 | val_loss: 0.0312301 | Time: 1773.79 ms
[2022-04-07 17:59:00 main:574] : INFO : Epoch 1834 | loss: 0.0312299 | val_loss: 0.0312301 | Time: 1738.82 ms
[2022-04-07 17:59:02 main:574] : INFO : Epoch 1835 | loss: 0.03123 | val_loss: 0.0312312 | Time: 1756.15 ms
[2022-04-07 17:59:04 main:574] : INFO : Epoch 1836 | loss: 0.0312319 | val_loss: 0.0312314 | Time: 1727.78 ms
[2022-04-07 17:59:06 main:574] : INFO : Epoch 1837 | loss: 0.0312311 | val_loss: 0.0312304 | Time: 1724.89 ms
[2022-04-07 17:59:07 main:574] : INFO : Epoch 1838 | loss: 0.0312328 | val_loss: 0.0312328 | Time: 1720.15 ms
[2022-04-07 17:59:09 main:574] : INFO : Epoch 1839 | loss: 0.0312318 | val_loss: 0.0312303 | Time: 1715 ms
[2022-04-07 17:59:11 main:574] : INFO : Epoch 1840 | loss: 0.0312308 | val_loss: 0.0312314 | Time: 1736.94 ms
[2022-04-07 17:59:13 main:574] : INFO : Epoch 1841 | loss: 0.0312312 | val_loss: 0.0312317 | Time: 1737.23 ms
[2022-04-07 17:59:14 main:574] : INFO : Epoch 1842 | loss: 0.0312308 | val_loss: 0.0312301 | Time: 1731.01 ms
[2022-04-07 17:59:16 main:574] : INFO : Epoch 1843 | loss: 0.0312303 | val_loss: 0.0312315 | Time: 1756.83 ms
[2022-04-07 17:59:18 main:574] : INFO : Epoch 1844 | loss: 0.0312301 | val_loss: 0.0312302 | Time: 1737.09 ms
[2022-04-07 17:59:19 main:574] : INFO : Epoch 1845 | loss: 0.0312311 | val_loss: 0.0312322 | Time: 1717.8 ms
[2022-04-07 17:59:21 main:574] : INFO : Epoch 1846 | loss: 0.0312305 | val_loss: 0.0312307 | Time: 1754.63 ms
[2022-04-07 17:59:23 main:574] : INFO : Epoch 1847 | loss: 0.0312306 | val_loss: 0.0312308 | Time: 1772.56 ms
[2022-04-07 17:59:25 main:574] : INFO : Epoch 1848 | loss: 0.0312308 | val_loss: 0.0312302 | Time: 1750.18 ms
[2022-04-07 17:59:27 main:574] : INFO : Epoch 1849 | loss: 0.0312302 | val_loss: 0.0312302 | Time: 1734.08 ms
[2022-04-07 17:59:28 main:574] : INFO : Epoch 1850 | loss: 0.0312307 | val_loss: 0.0312305 | Time: 1737.28 ms
[2022-04-07 17:59:30 main:574] : INFO : Epoch 1851 | loss: 0.0312298 | val_loss: 0.0312321 | Time: 1768.13 ms
[2022-04-07 17:59:32 main:574] : INFO : Epoch 1852 | loss: 0.0312301 | val_loss: 0.0312316 | Time: 1729.23 ms
[2022-04-07 17:59:34 main:574] : INFO : Epoch 1853 | loss: 0.0312307 | val_loss: 0.0312301 | Time: 1729.18 ms
[2022-04-07 17:59:35 main:574] : INFO : Epoch 1854 | loss: 0.0312299 | val_loss: 0.0312302 | Time: 1708.26 ms
[2022-04-07 17:59:37 main:574] : INFO : Epoch 1855 | loss: 0.0312321 | val_loss: 0.0312319 | Time: 1762.63 ms
[2022-04-07 17:59:39 main:574] : INFO : Epoch 1856 | loss: 0.0312327 | val_loss: 0.0312306 | Time: 1741.75 ms
[2022-04-07 17:59:41 main:574] : INFO : Epoch 1857 | loss: 0.0312305 | val_loss: 0.0312308 | Time: 1722.64 ms
[2022-04-07 17:59:42 main:574] : INFO : Epoch 1858 | loss: 0.0312304 | val_loss: 0.0312314 | Time: 1746.7 ms
[2022-04-07 17:59:44 main:574] : INFO : Epoch 1859 | loss: 0.0312309 | val_loss: 0.0312311 | Time: 1732.11 ms
[2022-04-07 17:59:46 main:574] : INFO : Epoch 1860 | loss: 0.0312304 | val_loss: 0.0312308 | Time: 1735.99 ms
[2022-04-07 17:59:48 main:574] : INFO : Epoch 1861 | loss: 0.0312314 | val_loss: 0.0312301 | Time: 1748.85 ms
[2022-04-07 17:59:49 main:574] : INFO : Epoch 1862 | loss: 0.0312314 | val_loss: 0.03123 | Time: 1751.49 ms
[2022-04-07 17:59:51 main:574] : INFO : Epoch 1863 | loss: 0.0312299 | val_loss: 0.0312303 | Time: 1737.63 ms
[2022-04-07 17:59:53 main:574] : INFO : Epoch 1864 | loss: 0.03123 | val_loss: 0.0312304 | Time: 1772.45 ms
[2022-04-07 17:59:55 main:574] : INFO : Epoch 1865 | loss: 0.0312307 | val_loss: 0.0312319 | Time: 1755.13 ms
[2022-04-07 17:59:56 main:574] : INFO : Epoch 1866 | loss: 0.0312309 | val_loss: 0.0312322 | Time: 1772.01 ms
[2022-04-07 17:59:58 main:574] : INFO : Epoch 1867 | loss: 0.031231 | val_loss: 0.0312322 | Time: 1768.59 ms
[2022-04-07 18:00:00 main:574] : INFO : Epoch 1868 | loss: 0.0312321 | val_loss: 0.0312319 | Time: 1768.27 ms
[2022-04-07 18:00:02 main:574] : INFO : Epoch 1869 | loss: 0.0312307 | val_loss: 0.0312311 | Time: 1713.2 ms
[2022-04-07 18:00:03 main:574] : INFO : Epoch 1870 | loss: 0.0312302 | val_loss: 0.0312318 | Time: 1723.46 ms
[2022-04-07 18:00:05 main:574] : INFO : Epoch 1871 | loss: 0.0312304 | val_loss: 0.0312303 | Time: 1733.42 ms
[2022-04-07 18:00:07 main:574] : INFO : Epoch 1872 | loss: 0.0312303 | val_loss: 0.0312301 | Time: 1771.86 ms
[2022-04-07 18:00:09 main:574] : INFO : Epoch 1873 | loss: 0.0312307 | val_loss: 0.0312303 | Time: 1743.96 ms
[2022-04-07 18:00:10 main:574] : INFO : Epoch 1874 | loss: 0.0312299 | val_loss: 0.0312302 | Time: 1712.18 ms
[2022-04-07 18:00:12 main:574] : INFO : Epoch 1875 | loss: 0.0312306 | val_loss: 0.0312309 | Time: 1703.1 ms
[2022-04-07 18:00:14 main:574] : INFO : Epoch 1876 | loss: 0.0312308 | val_loss: 0.0312325 | Time: 1738.27 ms
[2022-04-07 18:00:16 main:574] : INFO : Epoch 1877 | loss: 0.0312314 | val_loss: 0.0312301 | Time: 1726.67 ms
[2022-04-07 18:00:17 main:574] : INFO : Epoch 1878 | loss: 0.0312303 | val_loss: 0.0312318 | Time: 1710.42 ms
[2022-04-07 18:00:19 main:574] : INFO : Epoch 1879 | loss: 0.0312301 | val_loss: 0.0312302 | Time: 1757.74 ms
[2022-04-07 18:00:21 main:574] : INFO : Epoch 1880 | loss: 0.0312299 | val_loss: 0.0312308 | Time: 1700.63 ms
[2022-04-07 18:00:22 main:574] : INFO : Epoch 1881 | loss: 0.031231 | val_loss: 0.0312317 | Time: 1717.78 ms
[2022-04-07 18:00:24 main:574] : INFO : Epoch 1882 | loss: 0.0312307 | val_loss: 0.0312319 | Time: 1769.06 ms
[2022-04-07 18:00:26 main:574] : INFO : Epoch 1883 | loss: 0.0312332 | val_loss: 0.0312307 | Time: 1741.6 ms
[2022-04-07 18:00:28 main:574] : INFO : Epoch 1884 | loss: 0.0312327 | val_loss: 0.0312324 | Time: 1726.19 ms
[2022-04-07 18:00:29 main:574] : INFO : Epoch 1885 | loss: 0.0312308 | val_loss: 0.0312307 | Time: 1734.17 ms
[2022-04-07 18:00:31 main:574] : INFO : Epoch 1886 | loss: 0.0312299 | val_loss: 0.0312303 | Time: 1716.08 ms
[2022-04-07 18:00:33 main:574] : INFO : Epoch 1887 | loss: 0.0312315 | val_loss: 0.0312307 | Time: 1739.46 ms
[2022-04-07 18:00:35 main:574] : INFO : Epoch 1888 | loss: 0.0312305 | val_loss: 0.0312304 | Time: 1724.03 ms
[2022-04-07 18:00:36 main:574] : INFO : Epoch 1889 | loss: 0.0312303 | val_loss: 0.031231 | Time: 1727.46 ms
[2022-04-07 18:00:38 main:574] : INFO : Epoch 1890 | loss: 0.0312312 | val_loss: 0.0312305 | Time: 1762.27 ms
[2022-04-07 18:00:40 main:574] : INFO : Epoch 1891 | loss: 0.0312297 | val_loss: 0.0312318 | Time: 1747.64 ms
[2022-04-07 18:00:42 main:574] : INFO : Epoch 1892 | loss: 0.0312313 | val_loss: 0.0312302 | Time: 1730 ms
[2022-04-07 18:00:43 main:574] : INFO : Epoch 1893 | loss: 0.0312308 | val_loss: 0.031231 | Time: 1745.57 ms
[2022-04-07 18:00:45 main:574] : INFO : Epoch 1894 | loss: 0.0312314 | val_loss: 0.0312306 | Time: 1751.81 ms
[2022-04-07 18:00:47 main:574] : INFO : Epoch 1895 | loss: 0.0312303 | val_loss: 0.0312303 | Time: 1740.26 ms
[2022-04-07 18:00:49 main:574] : INFO : Epoch 1896 | loss: 0.0312301 | val_loss: 0.0312304 | Time: 1720.72 ms
[2022-04-07 18:00:50 main:574] : INFO : Epoch 1897 | loss: 0.0312303 | val_loss: 0.0312305 | Time: 1752.25 ms
[2022-04-07 18:00:52 main:574] : INFO : Epoch 1898 | loss: 0.0312318 | val_loss: 0.0312334 | Time: 1735.13 ms
[2022-04-07 18:00:54 main:574] : INFO : Epoch 1899 | loss: 0.0312308 | val_loss: 0.0312301 | Time: 1775.4 ms
[2022-04-07 18:00:56 main:574] : INFO : Epoch 1900 | loss: 0.0312303 | val_loss: 0.0312304 | Time: 1712.47 ms
[2022-04-07 18:00:57 main:574] : INFO : Epoch 1901 | loss: 0.0312297 | val_loss: 0.0312301 | Time: 1773.04 ms
[2022-04-07 18:00:59 main:574] : INFO : Epoch 1902 | loss: 0.03123 | val_loss: 0.0312308 | Time: 1722.3 ms
[2022-04-07 18:01:01 main:574] : INFO : Epoch 1903 | loss: 0.0312305 | val_loss: 0.0312322 | Time: 1735.82 ms
[2022-04-07 18:01:03 main:574] : INFO : Epoch 1904 | loss: 0.0312301 | val_loss: 0.0312304 | Time: 1718.77 ms
[2022-04-07 18:01:04 main:574] : INFO : Epoch 1905 | loss: 0.03123 | val_loss: 0.0312304 | Time: 1701.39 ms
[2022-04-07 18:01:06 main:574] : INFO : Epoch 1906 | loss: 0.0312302 | val_loss: 0.0312306 | Time: 1733.92 ms
[2022-04-07 18:01:08 main:574] : INFO : Epoch 1907 | loss: 0.0312304 | val_loss: 0.0312322 | Time: 1728.26 ms
[2022-04-07 18:01:10 main:574] : INFO : Epoch 1908 | loss: 0.0312306 | val_loss: 0.0312309 | Time: 1741.36 ms
[2022-04-07 18:01:11 main:574] : INFO : Epoch 1909 | loss: 0.03123 | val_loss: 0.0312304 | Time: 1707.2 ms
[2022-04-07 18:01:13 main:574] : INFO : Epoch 1910 | loss: 0.0312303 | val_loss: 0.0312328 | Time: 1702.07 ms
[2022-04-07 18:01:15 main:574] : INFO : Epoch 1911 | loss: 0.0312309 | val_loss: 0.0312314 | Time: 1726.33 ms
[2022-04-07 18:01:17 main:574] : INFO : Epoch 1912 | loss: 0.0312305 | val_loss: 0.0312322 | Time: 1759.66 ms
[2022-04-07 18:01:18 main:574] : INFO : Epoch 1913 | loss: 0.0312306 | val_loss: 0.0312307 | Time: 1769.64 ms
[2022-04-07 18:01:21 main:574] : INFO : Epoch 1914 | loss: 0.03123 | val_loss: 0.0312308 | Time: 2256.51 ms
[2022-04-07 18:01:23 main:574] : INFO : Epoch 1915 | loss: 0.0312297 | val_loss: 0.0312302 | Time: 2410.52 ms
[2022-04-07 18:01:25 main:574] : INFO : Epoch 1916 | loss: 0.0312301 | val_loss: 0.0312308 | Time: 2260.66 ms
[2022-04-07 18:01:28 main:574] : INFO : Epoch 1917 | loss: 0.0312302 | val_loss: 0.0312305 | Time: 2423.8 ms
[2022-04-07 18:01:31 main:574] : INFO : Epoch 1918 | loss: 0.0312311 | val_loss: 0.0312319 | Time: 3269.46 ms
[2022-04-07 18:01:35 main:574] : INFO : Epoch 1919 | loss: 0.0312299 | val_loss: 0.0312302 | Time: 3632.47 ms
[2022-04-07 18:01:37 main:574] : INFO : Epoch 1920 | loss: 0.0312298 | val_loss: 0.0312301 | Time: 2524.19 ms
[2022-04-07 18:01:42 main:574] : INFO : Epoch 1921 | loss: 0.0312301 | val_loss: 0.0312305 | Time: 4285.79 ms
[2022-04-07 18:01:46 main:574] : INFO : Epoch 1922 | loss: 0.0312303 | val_loss: 0.0312306 | Time: 3972.6 ms
[2022-04-07 18:01:50 main:574] : INFO : Epoch 1923 | loss: 0.03123 | val_loss: 0.03123 | Time: 4312.92 ms
[2022-04-07 18:01:55 main:574] : INFO : Epoch 1924 | loss: 0.0312309 | val_loss: 0.0312302 | Time: 4803.08 ms
[2022-04-07 18:01:58 main:574] : INFO : Epoch 1925 | loss: 0.03123 | val_loss: 0.031231 | Time: 3618.64 ms
[2022-04-07 18:02:03 main:574] : INFO : Epoch 1926 | loss: 0.0312306 | val_loss: 0.0312324 | Time: 4658 ms
[2022-04-07 18:02:07 main:574] : INFO : Epoch 1927 | loss: 0.0312312 | val_loss: 0.0312353 | Time: 3757.55 ms
[2022-04-07 18:02:09 main:574] : INFO : Epoch 1928 | loss: 0.0312312 | val_loss: 0.03123 | Time: 1716.89 ms
[2022-04-07 18:02:11 main:574] : INFO : Epoch 1929 | loss: 0.0312308 | val_loss: 0.0312314 | Time: 2270.63 ms
[2022-04-07 18:02:13 main:574] : INFO : Epoch 1930 | loss: 0.031231 | val_loss: 0.0312317 | Time: 1932.09 ms
[2022-04-07 18:02:15 main:574] : INFO : Epoch 1931 | loss: 0.0312302 | val_loss: 0.0312325 | Time: 1950.21 ms
[2022-04-07 18:02:17 main:574] : INFO : Epoch 1932 | loss: 0.0312317 | val_loss: 0.0312324 | Time: 1906.25 ms
[2022-04-07 18:02:19 main:574] : INFO : Epoch 1933 | loss: 0.031231 | val_loss: 0.0312308 | Time: 1899.41 ms
[2022-04-07 18:02:21 main:574] : INFO : Epoch 1934 | loss: 0.03123 | val_loss: 0.0312301 | Time: 1953.46 ms
[2022-04-07 18:02:23 main:574] : INFO : Epoch 1935 | loss: 0.0312298 | val_loss: 0.031231 | Time: 1995.28 ms
[2022-04-07 18:02:25 main:574] : INFO : Epoch 1936 | loss: 0.031231 | val_loss: 0.0312316 | Time: 1990.37 ms
[2022-04-07 18:02:26 main:574] : INFO : Epoch 1937 | loss: 0.0312308 | val_loss: 0.0312311 | Time: 1902.35 ms
[2022-04-07 18:02:28 main:574] : INFO : Epoch 1938 | loss: 0.0312297 | val_loss: 0.0312301 | Time: 1929.15 ms
[2022-04-07 18:02:31 main:574] : INFO : Epoch 1939 | loss: 0.0312315 | val_loss: 0.0312356 | Time: 2133.28 ms
[2022-04-07 18:02:32 main:574] : INFO : Epoch 1940 | loss: 0.0312329 | val_loss: 0.0312326 | Time: 1910.66 ms
[2022-04-07 18:02:34 main:574] : INFO : Epoch 1941 | loss: 0.0312322 | val_loss: 0.0312302 | Time: 1754.2 ms
[2022-04-07 18:02:36 main:574] : INFO : Epoch 1942 | loss: 0.0312307 | val_loss: 0.0312317 | Time: 1726.18 ms
[2022-04-07 18:02:38 main:574] : INFO : Epoch 1943 | loss: 0.0312306 | val_loss: 0.0312305 | Time: 1792.45 ms
[2022-04-07 18:02:40 main:574] : INFO : Epoch 1944 | loss: 0.0312306 | val_loss: 0.0312313 | Time: 1935.7 ms
[2022-04-07 18:02:42 main:574] : INFO : Epoch 1945 | loss: 0.0312302 | val_loss: 0.0312301 | Time: 1893.21 ms
[2022-04-07 18:02:44 main:574] : INFO : Epoch 1946 | loss: 0.0312302 | val_loss: 0.0312315 | Time: 1900.29 ms
[2022-04-07 18:02:45 main:574] : INFO : Epoch 1947 | loss: 0.0312305 | val_loss: 0.0312305 | Time: 1898.73 ms
[2022-04-07 18:02:47 main:574] : INFO : Epoch 1948 | loss: 0.0312299 | val_loss: 0.0312323 | Time: 1883.01 ms
[2022-04-07 18:02:49 main:574] : INFO : Epoch 1949 | loss: 0.0312309 | val_loss: 0.0312301 | Time: 1901.41 ms
[2022-04-07 18:02:51 main:574] : INFO : Epoch 1950 | loss: 0.0312302 | val_loss: 0.0312309 | Time: 1890.12 ms
[2022-04-07 18:02:53 main:574] : INFO : Epoch 1951 | loss: 0.0312299 | val_loss: 0.0312302 | Time: 1917.8 ms
[2022-04-07 18:02:55 main:574] : INFO : Epoch 1952 | loss: 0.0312298 | val_loss: 0.03123 | Time: 1950.35 ms
[2022-04-07 18:02:57 main:574] : INFO : Epoch 1953 | loss: 0.0312298 | val_loss: 0.0312304 | Time: 1856.07 ms
[2022-04-07 18:02:59 main:574] : INFO : Epoch 1954 | loss: 0.0312309 | val_loss: 0.0312309 | Time: 1923.02 ms
[2022-04-07 18:03:01 main:574] : INFO : Epoch 1955 | loss: 0.0312297 | val_loss: 0.0312328 | Time: 1886.08 ms
[2022-04-07 18:03:03 main:574] : INFO : Epoch 1956 | loss: 0.0312305 | val_loss: 0.0312302 | Time: 1878.25 ms
[2022-04-07 18:03:05 main:574] : INFO : Epoch 1957 | loss: 0.0312301 | val_loss: 0.0312304 | Time: 1893.79 ms
[2022-04-07 18:03:07 main:574] : INFO : Epoch 1958 | loss: 0.0312296 | val_loss: 0.0312321 | Time: 1958.96 ms
[2022-04-07 18:03:09 main:574] : INFO : Epoch 1959 | loss: 0.0312305 | val_loss: 0.03123 | Time: 1995.77 ms
[2022-04-07 18:03:11 main:574] : INFO : Epoch 1960 | loss: 0.03123 | val_loss: 0.0312317 | Time: 1916.74 ms
[2022-04-07 18:03:12 main:574] : INFO : Epoch 1961 | loss: 0.0312304 | val_loss: 0.0312306 | Time: 1920.24 ms
[2022-04-07 18:03:14 main:574] : INFO : Epoch 1962 | loss: 0.0312302 | val_loss: 0.03123 | Time: 1942.39 ms
[2022-04-07 18:03:16 main:574] : INFO : Epoch 1963 | loss: 0.0312304 | val_loss: 0.0312307 | Time: 1886.67 ms
[2022-04-07 18:03:18 main:574] : INFO : Epoch 1964 | loss: 0.0312301 | val_loss: 0.0312301 | Time: 1901.16 ms
[2022-04-07 18:03:20 main:574] : INFO : Epoch 1965 | loss: 0.0312305 | val_loss: 0.0312309 | Time: 1884.15 ms
[2022-04-07 18:03:22 main:574] : INFO : Epoch 1966 | loss: 0.0312299 | val_loss: 0.031231 | Time: 1996.27 ms
[2022-04-07 18:03:24 main:574] : INFO : Epoch 1967 | loss: 0.0312305 | val_loss: 0.0312301 | Time: 1872.39 ms
[2022-04-07 18:03:26 main:574] : INFO : Epoch 1968 | loss: 0.0312302 | val_loss: 0.0312307 | Time: 1879.9 ms
[2022-04-07 18:03:28 main:574] : INFO : Epoch 1969 | loss: 0.0312299 | val_loss: 0.0312309 | Time: 2163.83 ms
[2022-04-07 18:03:30 main:574] : INFO : Epoch 1970 | loss: 0.0312314 | val_loss: 0.0312311 | Time: 1924.93 ms
[2022-04-07 18:03:32 main:574] : INFO : Epoch 1971 | loss: 0.0312314 | val_loss: 0.0312377 | Time: 1892.54 ms
[2022-04-07 18:03:34 main:574] : INFO : Epoch 1972 | loss: 0.0312331 | val_loss: 0.0312315 | Time: 1912.86 ms
[2022-04-07 18:03:36 main:574] : INFO : Epoch 1973 | loss: 0.0312313 | val_loss: 0.0312304 | Time: 1916.1 ms
[2022-04-07 18:03:38 main:574] : INFO : Epoch 1974 | loss: 0.0312298 | val_loss: 0.0312302 | Time: 1886.84 ms
[2022-04-07 18:03:40 main:574] : INFO : Epoch 1975 | loss: 0.0312298 | val_loss: 0.0312304 | Time: 1908.89 ms
[2022-04-07 18:03:42 main:574] : INFO : Epoch 1976 | loss: 0.0312298 | val_loss: 0.0312304 | Time: 1922.13 ms
[2022-04-07 18:03:43 main:574] : INFO : Epoch 1977 | loss: 0.03123 | val_loss: 0.0312305 | Time: 1898.75 ms
[2022-04-07 18:03:45 main:574] : INFO : Epoch 1978 | loss: 0.03123 | val_loss: 0.0312301 | Time: 1912.28 ms
[2022-04-07 18:03:47 main:574] : INFO : Epoch 1979 | loss: 0.0312314 | val_loss: 0.0312304 | Time: 1906.72 ms
[2022-04-07 18:03:49 main:574] : INFO : Epoch 1980 | loss: 0.0312313 | val_loss: 0.0312349 | Time: 1891.22 ms
[2022-04-07 18:03:51 main:574] : INFO : Epoch 1981 | loss: 0.0312336 | val_loss: 0.0312352 | Time: 1904.45 ms
[2022-04-07 18:03:53 main:574] : INFO : Epoch 1982 | loss: 0.031233 | val_loss: 0.0312311 | Time: 1936.24 ms
[2022-04-07 18:03:55 main:574] : INFO : Epoch 1983 | loss: 0.0312314 | val_loss: 0.0312311 | Time: 1967.38 ms
[2022-04-07 18:03:57 main:574] : INFO : Epoch 1984 | loss: 0.0312303 | val_loss: 0.0312301 | Time: 1885.22 ms
[2022-04-07 18:03:59 main:574] : INFO : Epoch 1985 | loss: 0.0312299 | val_loss: 0.0312305 | Time: 1873.52 ms
[2022-04-07 18:04:01 main:574] : INFO : Epoch 1986 | loss: 0.0312308 | val_loss: 0.0312301 | Time: 2002.58 ms
[2022-04-07 18:04:03 main:574] : INFO : Epoch 1987 | loss: 0.0312304 | val_loss: 0.031231 | Time: 1919.91 ms
[2022-04-07 18:04:05 main:574] : INFO : Epoch 1988 | loss: 0.0312298 | val_loss: 0.0312302 | Time: 1924.71 ms
[2022-04-07 18:04:07 main:574] : INFO : Epoch 1989 | loss: 0.0312303 | val_loss: 0.0312306 | Time: 1899.85 ms
[2022-04-07 18:04:09 main:574] : INFO : Epoch 1990 | loss: 0.0312299 | val_loss: 0.0312305 | Time: 1877.16 ms
[2022-04-07 18:04:10 main:574] : INFO : Epoch 1991 | loss: 0.0312311 | val_loss: 0.0312349 | Time: 1887.76 ms
[2022-04-07 18:04:12 main:574] : INFO : Epoch 1992 | loss: 0.031234 | val_loss: 0.0312334 | Time: 1900.75 ms
[2022-04-07 18:04:14 main:574] : INFO : Epoch 1993 | loss: 0.0312321 | val_loss: 0.0312316 | Time: 1896.84 ms
[2022-04-07 18:04:16 main:574] : INFO : Epoch 1994 | loss: 0.0312304 | val_loss: 0.03123 | Time: 1921.6 ms
[2022-04-07 18:04:18 main:574] : INFO : Epoch 1995 | loss: 0.0312307 | val_loss: 0.031232 | Time: 1880.07 ms
[2022-04-07 18:04:20 main:574] : INFO : Epoch 1996 | loss: 0.0312314 | val_loss: 0.0312307 | Time: 1899.13 ms
[2022-04-07 18:04:22 main:574] : INFO : Epoch 1997 | loss: 0.0312304 | val_loss: 0.031231 | Time: 1953.24 ms
[2022-04-07 18:04:24 main:574] : INFO : Epoch 1998 | loss: 0.0312304 | val_loss: 0.03123 | Time: 1812.36 ms
[2022-04-07 18:04:26 main:574] : INFO : Epoch 1999 | loss: 0.0312299 | val_loss: 0.0312304 | Time: 1759.19 ms
[2022-04-07 18:04:27 main:574] : INFO : Epoch 2000 | loss: 0.0312307 | val_loss: 0.031231 | Time: 1752.61 ms
[2022-04-07 18:04:29 main:574] : INFO : Epoch 2001 | loss: 0.0312309 | val_loss: 0.031232 | Time: 1752.54 ms
[2022-04-07 18:04:31 main:574] : INFO : Epoch 2002 | loss: 0.0312319 | val_loss: 0.0312306 | Time: 1749.17 ms
[2022-04-07 18:04:33 main:574] : INFO : Epoch 2003 | loss: 0.0312305 | val_loss: 0.0312307 | Time: 1745.68 ms
[2022-04-07 18:04:34 main:574] : INFO : Epoch 2004 | loss: 0.0312303 | val_loss: 0.0312304 | Time: 1705.45 ms
[2022-04-07 18:04:36 main:574] : INFO : Epoch 2005 | loss: 0.031232 | val_loss: 0.0312345 | Time: 1707.97 ms
[2022-04-07 18:04:38 main:574] : INFO : Epoch 2006 | loss: 0.0312309 | val_loss: 0.0312332 | Time: 1714.58 ms
[2022-04-07 18:04:40 main:574] : INFO : Epoch 2007 | loss: 0.0312312 | val_loss: 0.0312323 | Time: 1759.55 ms
[2022-04-07 18:04:41 main:574] : INFO : Epoch 2008 | loss: 0.0312303 | val_loss: 0.0312306 | Time: 1762.31 ms
[2022-04-07 18:04:43 main:574] : INFO : Epoch 2009 | loss: 0.03123 | val_loss: 0.0312309 | Time: 1740.79 ms
[2022-04-07 18:04:45 main:574] : INFO : Epoch 2010 | loss: 0.0312308 | val_loss: 0.03123 | Time: 1731.82 ms
[2022-04-07 18:04:47 main:574] : INFO : Epoch 2011 | loss: 0.0312301 | val_loss: 0.0312307 | Time: 1769 ms
[2022-04-07 18:04:48 main:574] : INFO : Epoch 2012 | loss: 0.0312303 | val_loss: 0.03123 | Time: 1771.71 ms
[2022-04-07 18:04:50 main:574] : INFO : Epoch 2013 | loss: 0.0312304 | val_loss: 0.0312308 | Time: 1702.23 ms
[2022-04-07 18:04:52 main:574] : INFO : Epoch 2014 | loss: 0.0312309 | val_loss: 0.03123 | Time: 1768.12 ms
[2022-04-07 18:04:54 main:574] : INFO : Epoch 2015 | loss: 0.0312304 | val_loss: 0.0312308 | Time: 1720.56 ms
[2022-04-07 18:04:55 main:574] : INFO : Epoch 2016 | loss: 0.0312304 | val_loss: 0.0312316 | Time: 1732.55 ms
[2022-04-07 18:04:57 main:574] : INFO : Epoch 2017 | loss: 0.0312305 | val_loss: 0.0312331 | Time: 1718.67 ms
[2022-04-07 18:04:59 main:574] : INFO : Epoch 2018 | loss: 0.0312308 | val_loss: 0.0312303 | Time: 1728.39 ms
[2022-04-07 18:05:01 main:574] : INFO : Epoch 2019 | loss: 0.0312318 | val_loss: 0.0312359 | Time: 1726.91 ms
[2022-04-07 18:05:02 main:574] : INFO : Epoch 2020 | loss: 0.031232 | val_loss: 0.0312322 | Time: 1708.56 ms
[2022-04-07 18:05:04 main:574] : INFO : Epoch 2021 | loss: 0.0312309 | val_loss: 0.0312305 | Time: 1738.64 ms
[2022-04-07 18:05:06 main:574] : INFO : Epoch 2022 | loss: 0.0312302 | val_loss: 0.03123 | Time: 1736.27 ms
[2022-04-07 18:05:07 main:574] : INFO : Epoch 2023 | loss: 0.03123 | val_loss: 0.0312301 | Time: 1713.45 ms
[2022-04-07 18:05:09 main:574] : INFO : Epoch 2024 | loss: 0.03123 | val_loss: 0.0312303 | Time: 1731.26 ms
[2022-04-07 18:05:11 main:574] : INFO : Epoch 2025 | loss: 0.03123 | val_loss: 0.0312308 | Time: 1724.38 ms
[2022-04-07 18:05:13 main:574] : INFO : Epoch 2026 | loss: 0.0312304 | val_loss: 0.0312301 | Time: 1763.72 ms
[2022-04-07 18:05:14 main:574] : INFO : Epoch 2027 | loss: 0.0312301 | val_loss: 0.03123 | Time: 1743.13 ms
[2022-04-07 18:05:16 main:574] : INFO : Epoch 2028 | loss: 0.0312302 | val_loss: 0.0312318 | Time: 1725.29 ms
[2022-04-07 18:05:18 main:574] : INFO : Epoch 2029 | loss: 0.0312306 | val_loss: 0.0312305 | Time: 1717.68 ms
[2022-04-07 18:05:20 main:574] : INFO : Epoch 2030 | loss: 0.0312307 | val_loss: 0.0312315 | Time: 1723.25 ms
[2022-04-07 18:05:21 main:574] : INFO : Epoch 2031 | loss: 0.0312307 | val_loss: 0.0312306 | Time: 1740 ms
[2022-04-07 18:05:23 main:574] : INFO : Epoch 2032 | loss: 0.0312303 | val_loss: 0.0312303 | Time: 1742.85 ms
[2022-04-07 18:05:25 main:574] : INFO : Epoch 2033 | loss: 0.03123 | val_loss: 0.0312317 | Time: 1750.6 ms
[2022-04-07 18:05:27 main:574] : INFO : Epoch 2034 | loss: 0.0312334 | val_loss: 0.0312326 | Time: 1709.22 ms
[2022-04-07 18:05:28 main:574] : INFO : Epoch 2035 | loss: 0.0312311 | val_loss: 0.0312303 | Time: 1704.14 ms
[2022-04-07 18:05:30 main:574] : INFO : Epoch 2036 | loss: 0.0312306 | val_loss: 0.0312334 | Time: 1777.79 ms
[2022-04-07 18:05:32 main:574] : INFO : Epoch 2037 | loss: 0.031231 | val_loss: 0.0312305 | Time: 1734.61 ms
[2022-04-07 18:05:34 main:574] : INFO : Epoch 2038 | loss: 0.0312296 | val_loss: 0.0312301 | Time: 1774.11 ms
[2022-04-07 18:05:35 main:574] : INFO : Epoch 2039 | loss: 0.0312303 | val_loss: 0.0312301 | Time: 1730.52 ms
[2022-04-07 18:05:37 main:574] : INFO : Epoch 2040 | loss: 0.0312301 | val_loss: 0.03123 | Time: 1733.19 ms
[2022-04-07 18:05:39 main:574] : INFO : Epoch 2041 | loss: 0.0312305 | val_loss: 0.0312314 | Time: 1720.46 ms
[2022-04-07 18:05:41 main:574] : INFO : Epoch 2042 | loss: 0.0312299 | val_loss: 0.0312314 | Time: 1696.48 ms
[2022-04-07 18:05:42 main:574] : INFO : Epoch 2043 | loss: 0.031231 | val_loss: 0.0312302 | Time: 1688.44 ms
[2022-04-07 18:05:44 main:574] : INFO : Epoch 2044 | loss: 0.0312308 | val_loss: 0.0312336 | Time: 1684.7 ms
[2022-04-07 18:05:46 main:574] : INFO : Epoch 2045 | loss: 0.0312313 | val_loss: 0.0312304 | Time: 1724.12 ms
[2022-04-07 18:05:47 main:574] : INFO : Epoch 2046 | loss: 0.0312307 | val_loss: 0.031233 | Time: 1765.85 ms
[2022-04-07 18:05:49 main:574] : INFO : Epoch 2047 | loss: 0.0312314 | val_loss: 0.0312318 | Time: 1713.86 ms
[2022-04-07 18:05:51 main:574] : INFO : Epoch 2048 | loss: 0.0312318 | val_loss: 0.0312306 | Time: 1735.66 ms
[2022-04-07 18:05:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312306
[2022-04-07 18:05:51 main:603] : INFO : Saving end state to config to file
[2022-04-07 18:05:51 main:608] : INFO : Success, exiting..
18:05:51 (4060): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)