Task 14622275
| Name | ParityModified-1647045647-21728-3-0_0 |
| Workunit | 11639429 |
| Created | 16 Apr 2022, 6:14:58 UTC |
| Sent | 16 Apr 2022, 6:15:25 UTC |
| Report deadline | 24 Apr 2022, 6:15:25 UTC |
| Received | 16 Apr 2022, 7:16:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 1 hours 1 min 6 sec |
| CPU time | 59 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.55 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 04-16 09:01:18 main:574] : INFO : Epoch 1542 | loss: 0.0311193 | val_loss: 0.0311743 | Time: 1766.26 ms [2022-04-16 09:01:20 main:574] : INFO : Epoch 1543 | loss: 0.0311143 | val_loss: 0.0311728 | Time: 1764.24 ms [2022-04-16 09:01:22 main:574] : INFO : Epoch 1544 | loss: 0.0311173 | val_loss: 0.0311733 | Time: 1768.28 ms [2022-04-16 09:01:23 main:574] : INFO : Epoch 1545 | loss: 0.0311216 | val_loss: 0.0311766 | Time: 1771.48 ms [2022-04-16 09:01:25 main:574] : INFO : Epoch 1546 | loss: 0.0311191 | val_loss: 0.031165 | Time: 1762.01 ms [2022-04-16 09:01:27 main:574] : INFO : Epoch 1547 | loss: 0.031117 | val_loss: 0.0311749 | Time: 1754.66 ms [2022-04-16 09:01:29 main:574] : INFO : Epoch 1548 | loss: 0.0311169 | val_loss: 0.0311781 | Time: 1800.95 ms [2022-04-16 09:01:30 main:574] : INFO : Epoch 1549 | loss: 0.0311214 | val_loss: 0.0311815 | Time: 1762.73 ms [2022-04-16 09:01:32 main:574] : INFO : Epoch 1550 | loss: 0.0311203 | val_loss: 0.0311729 | Time: 1766.44 ms [2022-04-16 09:01:34 main:574] : INFO : Epoch 1551 | loss: 0.0311213 | val_loss: 0.0311714 | Time: 1768.43 ms [2022-04-16 09:01:36 main:574] : INFO : Epoch 1552 | loss: 0.0311201 | val_loss: 0.031169 | Time: 1772.48 ms [2022-04-16 09:01:38 main:574] : INFO : Epoch 1553 | loss: 0.0311199 | val_loss: 0.0311687 | Time: 1775.13 ms [2022-04-16 09:01:39 main:574] : INFO : Epoch 1554 | loss: 0.0311206 | val_loss: 0.031174 | Time: 1767.01 ms [2022-04-16 09:01:41 main:574] : INFO : Epoch 1555 | loss: 0.0311214 | val_loss: 0.0311723 | Time: 1757.49 ms [2022-04-16 09:01:43 main:574] : INFO : Epoch 1556 | loss: 0.0311269 | val_loss: 0.0311688 | Time: 1749.44 ms [2022-04-16 09:01:45 main:574] : INFO : Epoch 1557 | loss: 0.0311305 | val_loss: 0.0311715 | Time: 1769.09 ms [2022-04-16 09:01:46 main:574] : INFO : Epoch 1558 | loss: 0.031127 | val_loss: 0.0311684 | Time: 1761.93 ms [2022-04-16 09:01:48 main:574] : INFO : Epoch 1559 | loss: 0.0311328 | val_loss: 0.0311686 | Time: 1777.01 ms [2022-04-16 09:01:50 main:574] : INFO : Epoch 1560 | loss: 0.0311305 | val_loss: 0.0311734 | Time: 1764.91 ms [2022-04-16 09:01:52 main:574] : INFO : Epoch 1561 | loss: 0.0311276 | val_loss: 0.0311653 | Time: 1768.12 ms [2022-04-16 09:01:54 main:574] : INFO : Epoch 1562 | loss: 0.0311255 | val_loss: 0.0311675 | Time: 1782.4 ms [2022-04-16 09:01:55 main:574] : INFO : Epoch 1563 | loss: 0.0311237 | val_loss: 0.0311769 | Time: 1756.86 ms [2022-04-16 09:01:57 main:574] : INFO : Epoch 1564 | loss: 0.0311253 | val_loss: 0.0311698 | Time: 1768.59 ms [2022-04-16 09:01:59 main:574] : INFO : Epoch 1565 | loss: 0.0311256 | val_loss: 0.0311699 | Time: 1760.9 ms [2022-04-16 09:02:01 main:574] : INFO : Epoch 1566 | loss: 0.0311255 | val_loss: 0.0311735 | Time: 1783.97 ms [2022-04-16 09:02:02 main:574] : INFO : Epoch 1567 | loss: 0.0311244 | val_loss: 0.0311731 | Time: 1788.56 ms [2022-04-16 09:02:04 main:574] : INFO : Epoch 1568 | loss: 0.0311204 | val_loss: 0.0311714 | Time: 1813.3 ms [2022-04-16 09:02:06 main:574] : INFO : Epoch 1569 | loss: 0.0311176 | val_loss: 0.0311768 | Time: 1797.06 ms [2022-04-16 09:02:08 main:574] : INFO : Epoch 1570 | loss: 0.0311172 | val_loss: 0.0311713 | Time: 1775.81 ms [2022-04-16 09:02:10 main:574] : INFO : Epoch 1571 | loss: 0.0311196 | val_loss: 0.0311672 | Time: 1774.83 ms [2022-04-16 09:02:11 main:574] : INFO : Epoch 1572 | loss: 0.0311164 | val_loss: 0.0311749 | Time: 1766.85 ms [2022-04-16 09:02:13 main:574] : INFO : Epoch 1573 | loss: 0.0311199 | val_loss: 0.0311788 | Time: 1773.32 ms [2022-04-16 09:02:15 main:574] : INFO : Epoch 1574 | loss: 0.0311493 | val_loss: 0.031173 | Time: 1767.97 ms [2022-04-16 09:02:17 main:574] : INFO : Epoch 1575 | loss: 0.0311546 | val_loss: 0.0311717 | Time: 1777.2 ms [2022-04-16 09:02:19 main:574] : INFO : Epoch 1576 | loss: 0.0311497 | val_loss: 0.0311686 | Time: 1791.02 ms [2022-04-16 09:02:20 main:574] : INFO : Epoch 1577 | loss: 0.0311378 | val_loss: 0.0311718 | Time: 1785.42 ms [2022-04-16 09:02:22 main:574] : INFO : Epoch 1578 | loss: 0.031137 | val_loss: 0.0311834 | Time: 1766.68 ms [2022-04-16 09:02:24 main:574] : INFO : Epoch 1579 | loss: 0.0311364 | val_loss: 0.0311669 | Time: 1767.85 ms [2022-04-16 09:02:26 main:574] : INFO : Epoch 1580 | loss: 0.0311368 | val_loss: 0.0311666 | Time: 1768.65 ms [2022-04-16 09:02:27 main:574] : INFO : Epoch 1581 | loss: 0.0311312 | val_loss: 0.031168 | Time: 1767.62 ms [2022-04-16 09:02:29 main:574] : INFO : Epoch 1582 | loss: 0.0311291 | val_loss: 0.0311693 | Time: 1786.31 ms [2022-04-16 09:02:31 main:574] : INFO : Epoch 1583 | loss: 0.0311269 | val_loss: 0.0311664 | Time: 1782.15 ms [2022-04-16 09:02:33 main:574] : INFO : Epoch 1584 | loss: 0.0311276 | val_loss: 0.0311704 | Time: 1766.69 ms [2022-04-16 09:02:35 main:574] : INFO : Epoch 1585 | loss: 0.031135 | val_loss: 0.0311704 | Time: 1746.74 ms [2022-04-16 09:02:36 main:574] : INFO : Epoch 1586 | loss: 0.031136 | val_loss: 0.0311706 | Time: 1828.9 ms [2022-04-16 09:02:38 main:574] : INFO : Epoch 1587 | loss: 0.0311315 | val_loss: 0.0311644 | Time: 1806.45 ms [2022-04-16 09:02:40 main:574] : INFO : Epoch 1588 | loss: 0.0311305 | val_loss: 0.0311694 | Time: 1790.85 ms [2022-04-16 09:02:42 main:574] : INFO : Epoch 1589 | loss: 0.0311284 | val_loss: 0.0311917 | Time: 1773.11 ms [2022-04-16 09:02:44 main:574] : INFO : Epoch 1590 | loss: 0.0311346 | val_loss: 0.0311724 | Time: 1761.62 ms [2022-04-16 09:02:45 main:574] : INFO : Epoch 1591 | loss: 0.0311317 | val_loss: 0.0311662 | Time: 1773.22 ms [2022-04-16 09:02:47 main:574] : INFO : Epoch 1592 | loss: 0.0311348 | val_loss: 0.0311703 | Time: 1753.61 ms [2022-04-16 09:02:49 main:574] : INFO : Epoch 1593 | loss: 0.0311342 | val_loss: 0.0311752 | Time: 1764.14 ms [2022-04-16 09:02:51 main:574] : INFO : Epoch 1594 | loss: 0.0311313 | val_loss: 0.0311663 | Time: 1775.53 ms [2022-04-16 09:02:52 main:574] : INFO : Epoch 1595 | loss: 0.0311303 | val_loss: 0.0311626 | Time: 1761.04 ms [2022-04-16 09:02:54 main:574] : INFO : Epoch 1596 | loss: 0.0311436 | val_loss: 0.0311731 | Time: 1759.69 ms [2022-04-16 09:02:56 main:574] : INFO : Epoch 1597 | loss: 0.0311396 | val_loss: 0.0311659 | Time: 1758.24 ms [2022-04-16 09:02:58 main:574] : INFO : Epoch 1598 | loss: 0.0311357 | val_loss: 0.0311804 | Time: 1768.03 ms [2022-04-16 09:03:00 main:574] : INFO : Epoch 1599 | loss: 0.0311312 | val_loss: 0.0311654 | Time: 1772.89 ms [2022-04-16 09:03:01 main:574] : INFO : Epoch 1600 | loss: 0.0311307 | val_loss: 0.0311737 | Time: 1765.7 ms [2022-04-16 09:03:03 main:574] : INFO : Epoch 1601 | loss: 0.0311329 | val_loss: 0.0311657 | Time: 1769.69 ms [2022-04-16 09:03:05 main:574] : INFO : Epoch 1602 | loss: 0.031131 | val_loss: 0.0311756 | Time: 1775.51 ms [2022-04-16 09:03:07 main:574] : INFO : Epoch 1603 | loss: 0.0311347 | val_loss: 0.0311662 | Time: 1809.11 ms [2022-04-16 09:03:08 main:574] : INFO : Epoch 1604 | loss: 0.0311365 | val_loss: 0.0311709 | Time: 1792.83 ms [2022-04-16 09:03:10 main:574] : INFO : Epoch 1605 | loss: 0.031134 | val_loss: 0.0311725 | Time: 1806.67 ms [2022-04-16 09:03:12 main:574] : INFO : Epoch 1606 | loss: 0.0311313 | val_loss: 0.0311698 | Time: 1780.33 ms [2022-04-16 09:03:14 main:574] : INFO : Epoch 1607 | loss: 0.0311301 | val_loss: 0.0311695 | Time: 1783.55 ms [2022-04-16 09:03:16 main:574] : INFO : Epoch 1608 | loss: 0.0311267 | val_loss: 0.0311714 | Time: 1770.66 ms [2022-04-16 09:03:17 main:574] : INFO : Epoch 1609 | loss: 0.0311277 | val_loss: 0.031182 | Time: 1761.53 ms [2022-04-16 09:03:19 main:574] : INFO : Epoch 1610 | loss: 0.0311305 | val_loss: 0.031169 | Time: 1773.65 ms [2022-04-16 09:03:21 main:574] : INFO : Epoch 1611 | loss: 0.0311255 | val_loss: 0.0311675 | Time: 1769.14 ms [2022-04-16 09:03:23 main:574] : INFO : Epoch 1612 | loss: 0.0311255 | val_loss: 0.0311639 | Time: 1769.07 ms [2022-04-16 09:03:25 main:574] : INFO : Epoch 1613 | loss: 0.0311251 | val_loss: 0.0311728 | Time: 1755.68 ms [2022-04-16 09:03:26 main:574] : INFO : Epoch 1614 | loss: 0.0311254 | val_loss: 0.0311675 | Time: 1774.4 ms [2022-04-16 09:03:28 main:574] : INFO : Epoch 1615 | loss: 0.031125 | val_loss: 0.031174 | Time: 1761.73 ms [2022-04-16 09:03:30 main:574] : INFO : Epoch 1616 | loss: 0.0311244 | val_loss: 0.0311658 | Time: 1785.25 ms [2022-04-16 09:03:32 main:574] : INFO : Epoch 1617 | loss: 0.0311239 | val_loss: 0.0311709 | Time: 1774.46 ms [2022-04-16 09:03:33 main:574] : INFO : Epoch 1618 | loss: 0.0311255 | val_loss: 0.031174 | Time: 1755.11 ms [2022-04-16 09:03:35 main:574] : INFO : Epoch 1619 | loss: 0.0311238 | val_loss: 0.0311731 | Time: 1762.13 ms [2022-04-16 09:03:37 main:574] : INFO : Epoch 1620 | loss: 0.0311238 | val_loss: 0.0311711 | Time: 1761.88 ms [2022-04-16 09:03:39 main:574] : INFO : Epoch 1621 | loss: 0.0311239 | val_loss: 0.031174 | Time: 1752.13 ms [2022-04-16 09:03:41 main:574] : INFO : Epoch 1622 | loss: 0.0311228 | val_loss: 0.0311834 | Time: 1779.2 ms [2022-04-16 09:03:42 main:574] : INFO : Epoch 1623 | loss: 0.0311275 | val_loss: 0.0311739 | Time: 1769.76 ms [2022-04-16 09:03:44 main:574] : INFO : Epoch 1624 | loss: 0.0311238 | val_loss: 0.0311719 | Time: 1763.13 ms [2022-04-16 09:03:46 main:574] : INFO : Epoch 1625 | loss: 0.0311227 | val_loss: 0.0311692 | Time: 1767.09 ms [2022-04-16 09:03:48 main:574] : INFO : Epoch 1626 | loss: 0.031124 | val_loss: 0.0311746 | Time: 1778.71 ms [2022-04-16 09:03:49 main:574] : INFO : Epoch 1627 | loss: 0.0311239 | val_loss: 0.0311751 | Time: 1761.12 ms [2022-04-16 09:03:51 main:574] : INFO : Epoch 1628 | loss: 0.0311236 | val_loss: 0.03118 | Time: 1776.45 ms [2022-04-16 09:03:53 main:574] : INFO : Epoch 1629 | loss: 0.0311232 | val_loss: 0.0311763 | Time: 1779.42 ms [2022-04-16 09:03:55 main:574] : INFO : Epoch 1630 | loss: 0.0311236 | val_loss: 0.0311794 | Time: 1750.9 ms [2022-04-16 09:03:56 main:574] : INFO : Epoch 1631 | loss: 0.0311199 | val_loss: 0.0311797 | Time: 1761.05 ms [2022-04-16 09:03:58 main:574] : INFO : Epoch 1632 | loss: 0.0311212 | val_loss: 0.031174 | Time: 1775.13 ms [2022-04-16 09:04:00 main:574] : INFO : Epoch 1633 | loss: 0.0311291 | val_loss: 0.031178 | Time: 1778.8 ms [2022-04-16 09:04:02 main:574] : INFO : Epoch 1634 | loss: 0.0311211 | val_loss: 0.031178 | Time: 1755.42 ms [2022-04-16 09:04:04 main:574] : INFO : Epoch 1635 | loss: 0.0311188 | val_loss: 0.0311764 | Time: 1809.04 ms [2022-04-16 09:04:06 main:574] : INFO : Epoch 1636 | loss: 0.0311207 | val_loss: 0.0311748 | Time: 1861.96 ms [2022-04-16 09:04:07 main:574] : INFO : Epoch 1637 | loss: 0.0311213 | val_loss: 0.0311783 | Time: 1795.87 ms [2022-04-16 09:04:09 main:574] : INFO : Epoch 1638 | loss: 0.0311205 | val_loss: 0.0311705 | Time: 1752.82 ms [2022-04-16 09:04:11 main:574] : INFO : Epoch 1639 | loss: 0.0311235 | val_loss: 0.0311732 | Time: 1767.03 ms [2022-04-16 09:04:13 main:574] : INFO : Epoch 1640 | loss: 0.0311211 | val_loss: 0.0311779 | Time: 1817.62 ms [2022-04-16 09:04:15 main:574] : INFO : Epoch 1641 | loss: 0.0311186 | val_loss: 0.0311781 | Time: 1828.46 ms [2022-04-16 09:04:16 main:574] : INFO : Epoch 1642 | loss: 0.0311198 | val_loss: 0.0311765 | Time: 1813.39 ms [2022-04-16 09:04:18 main:574] : INFO : Epoch 1643 | loss: 0.0311186 | val_loss: 0.0311753 | Time: 1785.59 ms [2022-04-16 09:04:20 main:574] : INFO : Epoch 1644 | loss: 0.0311193 | val_loss: 0.0311719 | Time: 1768.39 ms [2022-04-16 09:04:22 main:574] : INFO : Epoch 1645 | loss: 0.0311192 | val_loss: 0.0311744 | Time: 1780.19 ms [2022-04-16 09:04:23 main:574] : INFO : Epoch 1646 | loss: 0.0311178 | val_loss: 0.0311714 | Time: 1775.43 ms [2022-04-16 09:04:25 main:574] : INFO : Epoch 1647 | loss: 0.0311185 | val_loss: 0.031177 | Time: 1779.74 ms [2022-04-16 09:04:27 main:574] : INFO : Epoch 1648 | loss: 0.0311182 | val_loss: 0.0311828 | Time: 1837.82 ms [2022-04-16 09:04:29 main:574] : INFO : Epoch 1649 | loss: 0.0311255 | val_loss: 0.0311674 | Time: 1781.62 ms [2022-04-16 09:04:31 main:574] : INFO : Epoch 1650 | loss: 0.0311264 | val_loss: 0.0311694 | Time: 1772.71 ms [2022-04-16 09:04:32 main:574] : INFO : Epoch 1651 | loss: 0.0311259 | val_loss: 0.03117 | Time: 1763.16 ms [2022-04-16 09:04:34 main:574] : INFO : Epoch 1652 | loss: 0.0311231 | val_loss: 0.0311739 | Time: 1767.58 ms [2022-04-16 09:04:36 main:574] : INFO : Epoch 1653 | loss: 0.0311212 | val_loss: 0.0311738 | Time: 1787.19 ms [2022-04-16 09:04:38 main:574] : INFO : Epoch 1654 | loss: 0.0311228 | val_loss: 0.0311784 | Time: 1762.2 ms [2022-04-16 09:04:40 main:574] : INFO : Epoch 1655 | loss: 0.0311219 | val_loss: 0.0311821 | Time: 1761.43 ms [2022-04-16 09:04:41 main:574] : INFO : Epoch 1656 | loss: 0.0311198 | val_loss: 0.0311724 | Time: 1768.53 ms [2022-04-16 09:04:43 main:574] : INFO : Epoch 1657 | loss: 0.0311207 | val_loss: 0.0311772 | Time: 1772.5 ms [2022-04-16 09:04:45 main:574] : INFO : Epoch 1658 | loss: 0.0311192 | val_loss: 0.0311737 | Time: 1779.37 ms [2022-04-16 09:04:47 main:574] : INFO : Epoch 1659 | loss: 0.0311176 | val_loss: 0.0311775 | Time: 1767.55 ms [2022-04-16 09:04:48 main:574] : INFO : Epoch 1660 | loss: 0.0311167 | val_loss: 0.0311705 | Time: 1772.8 ms [2022-04-16 09:04:50 main:574] : INFO : Epoch 1661 | loss: 0.0311182 | val_loss: 0.0311793 | Time: 1769.67 ms [2022-04-16 09:04:52 main:574] : INFO : Epoch 1662 | loss: 0.0311162 | val_loss: 0.0311749 | Time: 1777.88 ms [2022-04-16 09:04:54 main:574] : INFO : Epoch 1663 | loss: 0.0311223 | val_loss: 0.0311764 | Time: 1774 ms [2022-04-16 09:04:56 main:574] : INFO : Epoch 1664 | loss: 0.0311188 | val_loss: 0.0311715 | Time: 1773.79 ms [2022-04-16 09:04:57 main:574] : INFO : Epoch 1665 | loss: 0.0311181 | val_loss: 0.0311876 | Time: 1778.22 ms [2022-04-16 09:04:59 main:574] : INFO : Epoch 1666 | loss: 0.031123 | val_loss: 0.0311921 | Time: 1776.13 ms [2022-04-16 09:05:01 main:574] : INFO : Epoch 1667 | loss: 0.0311271 | val_loss: 0.031188 | Time: 1789.21 ms [2022-04-16 09:05:03 main:574] : INFO : Epoch 1668 | loss: 0.0331561 | val_loss: 0.0332806 | Time: 1774.94 ms [2022-04-16 09:05:05 main:574] : INFO : Epoch 1669 | loss: 0.0374667 | val_loss: 0.0361278 | Time: 1778.58 ms [2022-04-16 09:05:06 main:574] : INFO : Epoch 1670 | loss: 0.0327325 | val_loss: 0.0318219 | Time: 1782.24 ms [2022-04-16 09:05:08 main:574] : INFO : Epoch 1671 | loss: 0.0314348 | val_loss: 0.0313419 | Time: 1781.05 ms [2022-04-16 09:05:10 main:574] : INFO : Epoch 1672 | loss: 0.0312756 | val_loss: 0.0312473 | Time: 1798.12 ms [2022-04-16 09:05:12 main:574] : INFO : Epoch 1673 | loss: 0.0312447 | val_loss: 0.0312388 | Time: 1761.86 ms [2022-04-16 09:05:13 main:574] : INFO : Epoch 1674 | loss: 0.0312341 | val_loss: 0.0312311 | Time: 1770.65 ms [2022-04-16 09:05:15 main:574] : INFO : Epoch 1675 | loss: 0.0312285 | val_loss: 0.0312262 | Time: 1763.78 ms [2022-04-16 09:05:17 main:574] : INFO : Epoch 1676 | loss: 0.0312247 | val_loss: 0.0312233 | Time: 1770.15 ms [2022-04-16 09:05:19 main:574] : INFO : Epoch 1677 | loss: 0.0312217 | val_loss: 0.0312203 | Time: 1796.85 ms [2022-04-16 09:05:21 main:574] : INFO : Epoch 1678 | loss: 0.0312195 | val_loss: 0.0312186 | Time: 1840.09 ms [2022-04-16 09:05:23 main:574] : INFO : Epoch 1679 | loss: 0.031218 | val_loss: 0.0312166 | Time: 1823.46 ms [2022-04-16 09:05:24 main:574] : INFO : Epoch 1680 | loss: 0.0312169 | val_loss: 0.0312163 | Time: 1779.96 ms [2022-04-16 09:05:26 main:574] : INFO : Epoch 1681 | loss: 0.0312164 | val_loss: 0.0312168 | Time: 1769.22 ms [2022-04-16 09:05:28 main:574] : INFO : Epoch 1682 | loss: 0.0312161 | val_loss: 0.0312147 | Time: 1785.63 ms [2022-04-16 09:05:30 main:574] : INFO : Epoch 1683 | loss: 0.0312152 | val_loss: 0.0312137 | Time: 1752.13 ms [2022-04-16 09:05:31 main:574] : INFO : Epoch 1684 | loss: 0.0312148 | val_loss: 0.0312131 | Time: 1777.86 ms [2022-04-16 09:05:33 main:574] : INFO : Epoch 1685 | loss: 0.0312139 | val_loss: 0.0312127 | Time: 1767.46 ms [2022-04-16 09:05:35 main:574] : INFO : Epoch 1686 | loss: 0.0312134 | val_loss: 0.0312146 | Time: 1767.49 ms [2022-04-16 09:05:37 main:574] : INFO : Epoch 1687 | loss: 0.031214 | val_loss: 0.0312112 | Time: 1767.61 ms [2022-04-16 09:05:39 main:574] : INFO : Epoch 1688 | loss: 0.031213 | val_loss: 0.0312109 | Time: 1790.34 ms [2022-04-16 09:05:40 main:574] : INFO : Epoch 1689 | loss: 0.0312123 | val_loss: 0.0312099 | Time: 1787.64 ms [2022-04-16 09:05:42 main:574] : INFO : Epoch 1690 | loss: 0.0312113 | val_loss: 0.0312092 | Time: 1775.37 ms [2022-04-16 09:05:44 main:574] : INFO : Epoch 1691 | loss: 0.0312108 | val_loss: 0.0312173 | Time: 1769.27 ms [2022-04-16 09:05:46 main:574] : INFO : Epoch 1692 | loss: 0.0312142 | val_loss: 0.0312084 | Time: 1935.84 ms [2022-04-16 09:05:48 main:574] : INFO : Epoch 1693 | loss: 0.031209 | val_loss: 0.0312046 | Time: 1770.49 ms [2022-04-16 09:05:49 main:574] : INFO : Epoch 1694 | loss: 0.0312067 | val_loss: 0.0312032 | Time: 1820.33 ms [2022-04-16 09:05:51 main:574] : INFO : Epoch 1695 | loss: 0.0312058 | val_loss: 0.0312018 | Time: 1827.41 ms [2022-04-16 09:05:53 main:574] : INFO : Epoch 1696 | loss: 0.0312048 | val_loss: 0.0312023 | Time: 1922.08 ms [2022-04-16 09:05:55 main:574] : INFO : Epoch 1697 | loss: 0.0312059 | val_loss: 0.0312011 | Time: 1845.68 ms [2022-04-16 09:05:57 main:574] : INFO : Epoch 1698 | loss: 0.0312031 | val_loss: 0.0311994 | Time: 1836.24 ms [2022-04-16 09:05:59 main:574] : INFO : Epoch 1699 | loss: 0.0312003 | val_loss: 0.031196 | Time: 1786.18 ms [2022-04-16 09:06:00 main:574] : INFO : Epoch 1700 | loss: 0.0311952 | val_loss: 0.0311924 | Time: 1772.39 ms [2022-04-16 09:06:02 main:574] : INFO : Epoch 1701 | loss: 0.0311926 | val_loss: 0.0311915 | Time: 1771.11 ms [2022-04-16 09:06:04 main:574] : INFO : Epoch 1702 | loss: 0.0311914 | val_loss: 0.0311919 | Time: 1779.72 ms [2022-04-16 09:06:06 main:574] : INFO : Epoch 1703 | loss: 0.0311907 | val_loss: 0.0311908 | Time: 1788.43 ms [2022-04-16 09:06:08 main:574] : INFO : Epoch 1704 | loss: 0.0311897 | val_loss: 0.0311903 | Time: 1795.47 ms [2022-04-16 09:06:09 main:574] : INFO : Epoch 1705 | loss: 0.0311892 | val_loss: 0.0311917 | Time: 1759.65 ms [2022-04-16 09:06:11 main:574] : INFO : Epoch 1706 | loss: 0.0311886 | val_loss: 0.0311898 | Time: 1767 ms [2022-04-16 09:06:13 main:574] : INFO : Epoch 1707 | loss: 0.0311875 | val_loss: 0.031188 | Time: 1782.76 ms [2022-04-16 09:06:15 main:574] : INFO : Epoch 1708 | loss: 0.0311868 | val_loss: 0.0311881 | Time: 1773.05 ms [2022-04-16 09:06:17 main:574] : INFO : Epoch 1709 | loss: 0.0311865 | val_loss: 0.0311899 | Time: 1771.38 ms [2022-04-16 09:06:18 main:574] : INFO : Epoch 1710 | loss: 0.0311857 | val_loss: 0.0311875 | Time: 1768.82 ms [2022-04-16 09:06:20 main:574] : INFO : Epoch 1711 | loss: 0.0311852 | val_loss: 0.0311877 | Time: 1756.55 ms [2022-04-16 09:06:22 main:574] : INFO : Epoch 1712 | loss: 0.0311851 | val_loss: 0.0311875 | Time: 1774.04 ms [2022-04-16 09:06:24 main:574] : INFO : Epoch 1713 | loss: 0.0311844 | val_loss: 0.0311863 | Time: 1771.56 ms [2022-04-16 09:06:25 main:574] : INFO : Epoch 1714 | loss: 0.0311873 | val_loss: 0.0311944 | Time: 1831.05 ms [2022-04-16 09:06:27 main:574] : INFO : Epoch 1715 | loss: 0.0311868 | val_loss: 0.0311855 | Time: 1814.41 ms [2022-04-16 09:06:29 main:574] : INFO : Epoch 1716 | loss: 0.031183 | val_loss: 0.031184 | Time: 1804.9 ms [2022-04-16 09:06:31 main:574] : INFO : Epoch 1717 | loss: 0.0311836 | val_loss: 0.031185 | Time: 1780.93 ms [2022-04-16 09:06:33 main:574] : INFO : Epoch 1718 | loss: 0.0311818 | val_loss: 0.0311845 | Time: 1764.15 ms [2022-04-16 09:06:34 main:574] : INFO : Epoch 1719 | loss: 0.0311817 | val_loss: 0.031184 | Time: 1767.69 ms [2022-04-16 09:06:36 main:574] : INFO : Epoch 1720 | loss: 0.03118 | val_loss: 0.031183 | Time: 1773.29 ms [2022-04-16 09:06:38 main:574] : INFO : Epoch 1721 | loss: 0.0311834 | val_loss: 0.0311844 | Time: 1769.38 ms [2022-04-16 09:06:40 main:574] : INFO : Epoch 1722 | loss: 0.0311793 | val_loss: 0.0311828 | Time: 1762.42 ms [2022-04-16 09:06:42 main:574] : INFO : Epoch 1723 | loss: 0.0311802 | val_loss: 0.0311824 | Time: 1770.52 ms [2022-04-16 09:06:43 main:574] : INFO : Epoch 1724 | loss: 0.03118 | val_loss: 0.0311836 | Time: 1768.55 ms [2022-04-16 09:06:45 main:574] : INFO : Epoch 1725 | loss: 0.0311779 | val_loss: 0.0311837 | Time: 1789.37 ms [2022-04-16 09:06:47 main:574] : INFO : Epoch 1726 | loss: 0.031178 | val_loss: 0.0311816 | Time: 1753.87 ms [2022-04-16 09:06:49 main:574] : INFO : Epoch 1727 | loss: 0.0311787 | val_loss: 0.0311837 | Time: 1762.06 ms [2022-04-16 09:06:50 main:574] : INFO : Epoch 1728 | loss: 0.0311765 | val_loss: 0.0311847 | Time: 1785.43 ms [2022-04-16 09:06:52 main:574] : INFO : Epoch 1729 | loss: 0.031177 | val_loss: 0.0311816 | Time: 1774.86 ms [2022-04-16 09:06:54 main:574] : INFO : Epoch 1730 | loss: 0.0311764 | val_loss: 0.0311798 | Time: 1754.33 ms [2022-04-16 09:06:56 main:574] : INFO : Epoch 1731 | loss: 0.0311769 | val_loss: 0.031181 | Time: 1769.22 ms [2022-04-16 09:06:58 main:574] : INFO : Epoch 1732 | loss: 0.0311763 | val_loss: 0.0311797 | Time: 1770.96 ms [2022-04-16 09:06:59 main:574] : INFO : Epoch 1733 | loss: 0.0311758 | val_loss: 0.0311781 | Time: 1780.18 ms [2022-04-16 09:07:01 main:574] : INFO : Epoch 1734 | loss: 0.0311769 | val_loss: 0.0311785 | Time: 1780.33 ms [2022-04-16 09:07:03 main:574] : INFO : Epoch 1735 | loss: 0.0311762 | val_loss: 0.0311779 | Time: 1776 ms [2022-04-16 09:07:05 main:574] : INFO : Epoch 1736 | loss: 0.031176 | val_loss: 0.0311833 | Time: 1753.52 ms [2022-04-16 09:07:06 main:574] : INFO : Epoch 1737 | loss: 0.031177 | val_loss: 0.0311777 | Time: 1771.08 ms [2022-04-16 09:07:08 main:574] : INFO : Epoch 1738 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 1766.25 ms [2022-04-16 09:07:10 main:574] : INFO : Epoch 1739 | loss: 0.0311746 | val_loss: 0.0311792 | Time: 1764.96 ms [2022-04-16 09:07:12 main:574] : INFO : Epoch 1740 | loss: 0.031174 | val_loss: 0.0311777 | Time: 1785.34 ms [2022-04-16 09:07:14 main:574] : INFO : Epoch 1741 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 1766.18 ms [2022-04-16 09:07:15 main:574] : INFO : Epoch 1742 | loss: 0.031175 | val_loss: 0.0311806 | Time: 1800.11 ms [2022-04-16 09:07:17 main:574] : INFO : Epoch 1743 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 1769.32 ms [2022-04-16 09:07:19 main:574] : INFO : Epoch 1744 | loss: 0.0311733 | val_loss: 0.0311778 | Time: 1761 ms [2022-04-16 09:07:21 main:574] : INFO : Epoch 1745 | loss: 0.0311724 | val_loss: 0.0311773 | Time: 1771.27 ms [2022-04-16 09:07:23 main:574] : INFO : Epoch 1746 | loss: 0.031171 | val_loss: 0.0311797 | Time: 1775.29 ms [2022-04-16 09:07:24 main:574] : INFO : Epoch 1747 | loss: 0.0311714 | val_loss: 0.0311798 | Time: 1768.84 ms [2022-04-16 09:07:26 main:574] : INFO : Epoch 1748 | loss: 0.0311728 | val_loss: 0.0311789 | Time: 1854.53 ms [2022-04-16 09:07:28 main:574] : INFO : Epoch 1749 | loss: 0.0311724 | val_loss: 0.0311788 | Time: 1802.13 ms [2022-04-16 09:07:30 main:574] : INFO : Epoch 1750 | loss: 0.0311739 | val_loss: 0.0311803 | Time: 1790.99 ms [2022-04-16 09:07:32 main:574] : INFO : Epoch 1751 | loss: 0.0311718 | val_loss: 0.0311783 | Time: 1827.9 ms [2022-04-16 09:07:34 main:574] : INFO : Epoch 1752 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 2049.98 ms [2022-04-16 09:07:36 main:574] : INFO : Epoch 1753 | loss: 0.031171 | val_loss: 0.0311819 | Time: 2128.9 ms [2022-04-16 09:07:38 main:574] : INFO : Epoch 1754 | loss: 0.0311703 | val_loss: 0.0311764 | Time: 1948.58 ms [2022-04-16 09:07:40 main:574] : INFO : Epoch 1755 | loss: 0.0311688 | val_loss: 0.0311754 | Time: 1801.44 ms [2022-04-16 09:07:41 main:574] : INFO : Epoch 1756 | loss: 0.0311686 | val_loss: 0.0311763 | Time: 1776.41 ms [2022-04-16 09:07:43 main:574] : INFO : Epoch 1757 | loss: 0.0311688 | val_loss: 0.0311802 | Time: 1792.05 ms [2022-04-16 09:07:45 main:574] : INFO : Epoch 1758 | loss: 0.0311752 | val_loss: 0.0311773 | Time: 1788.45 ms [2022-04-16 09:07:47 main:574] : INFO : Epoch 1759 | loss: 0.0311787 | val_loss: 0.0311781 | Time: 1772.62 ms [2022-04-16 09:07:49 main:574] : INFO : Epoch 1760 | loss: 0.0311765 | val_loss: 0.0311769 | Time: 1762.77 ms [2022-04-16 09:07:50 main:574] : INFO : Epoch 1761 | loss: 0.031176 | val_loss: 0.0311822 | Time: 1779.47 ms [2022-04-16 09:07:52 main:574] : INFO : Epoch 1762 | loss: 0.0311774 | val_loss: 0.031177 | Time: 1762.99 ms [2022-04-16 09:07:54 main:574] : INFO : Epoch 1763 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 1778.83 ms [2022-04-16 09:07:56 main:574] : INFO : Epoch 1764 | loss: 0.0311739 | val_loss: 0.0311782 | Time: 1771.84 ms [2022-04-16 09:07:57 main:574] : INFO : Epoch 1765 | loss: 0.0311751 | val_loss: 0.031176 | Time: 1773.63 ms [2022-04-16 09:07:59 main:574] : INFO : Epoch 1766 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 1782.33 ms [2022-04-16 09:08:01 main:574] : INFO : Epoch 1767 | loss: 0.0311711 | val_loss: 0.0311825 | Time: 1773.57 ms [2022-04-16 09:08:03 main:574] : INFO : Epoch 1768 | loss: 0.0311745 | val_loss: 0.031178 | Time: 1786.8 ms [2022-04-16 09:08:05 main:574] : INFO : Epoch 1769 | loss: 0.0311791 | val_loss: 0.0311845 | Time: 1773.63 ms [2022-04-16 09:08:06 main:574] : INFO : Epoch 1770 | loss: 0.0311731 | val_loss: 0.0311732 | Time: 1760.29 ms [2022-04-16 09:08:08 main:574] : INFO : Epoch 1771 | loss: 0.0311714 | val_loss: 0.0311749 | Time: 1758.28 ms [2022-04-16 09:08:10 main:574] : INFO : Epoch 1772 | loss: 0.031171 | val_loss: 0.0311735 | Time: 1762.09 ms [2022-04-16 09:08:12 main:574] : INFO : Epoch 1773 | loss: 0.0311754 | val_loss: 0.0311864 | Time: 1774.58 ms [2022-04-16 09:08:13 main:574] : INFO : Epoch 1774 | loss: 0.031178 | val_loss: 0.0311804 | Time: 1766.07 ms [2022-04-16 09:08:15 main:574] : INFO : Epoch 1775 | loss: 0.0311754 | val_loss: 0.0311818 | Time: 1769.79 ms [2022-04-16 09:08:17 main:574] : INFO : Epoch 1776 | loss: 0.0311728 | val_loss: 0.0311789 | Time: 1768.59 ms [2022-04-16 09:08:19 main:574] : INFO : Epoch 1777 | loss: 0.0311724 | val_loss: 0.0311736 | Time: 1776.7 ms [2022-04-16 09:08:21 main:574] : INFO : Epoch 1778 | loss: 0.0311683 | val_loss: 0.0311723 | Time: 1760.38 ms [2022-04-16 09:08:22 main:574] : INFO : Epoch 1779 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 1776.3 ms [2022-04-16 09:08:24 main:574] : INFO : Epoch 1780 | loss: 0.031168 | val_loss: 0.0311678 | Time: 1776.13 ms [2022-04-16 09:08:26 main:574] : INFO : Epoch 1781 | loss: 0.0311681 | val_loss: 0.0311737 | Time: 1756.07 ms [2022-04-16 09:08:28 main:574] : INFO : Epoch 1782 | loss: 0.0311648 | val_loss: 0.0311665 | Time: 1782.76 ms [2022-04-16 09:08:29 main:574] : INFO : Epoch 1783 | loss: 0.0311619 | val_loss: 0.031166 | Time: 1788.12 ms [2022-04-16 09:08:31 main:574] : INFO : Epoch 1784 | loss: 0.0311626 | val_loss: 0.0311711 | Time: 1787.82 ms [2022-04-16 09:08:33 main:574] : INFO : Epoch 1785 | loss: 0.0311636 | val_loss: 0.0311703 | Time: 1765.47 ms [2022-04-16 09:08:35 main:574] : INFO : Epoch 1786 | loss: 0.0311655 | val_loss: 0.0311658 | Time: 1770.77 ms [2022-04-16 09:08:37 main:574] : INFO : Epoch 1787 | loss: 0.0311601 | val_loss: 0.0311657 | Time: 1784.32 ms [2022-04-16 09:08:38 main:574] : INFO : Epoch 1788 | loss: 0.0311596 | val_loss: 0.0311655 | Time: 1807.41 ms [2022-04-16 09:08:40 main:574] : INFO : Epoch 1789 | loss: 0.0311589 | val_loss: 0.0311663 | Time: 1783.96 ms [2022-04-16 09:08:42 main:574] : INFO : Epoch 1790 | loss: 0.0311606 | val_loss: 0.0311684 | Time: 1790.46 ms [2022-04-16 09:08:44 main:574] : INFO : Epoch 1791 | loss: 0.0311584 | val_loss: 0.0311669 | Time: 1781.5 ms [2022-04-16 09:08:46 main:574] : INFO : Epoch 1792 | loss: 0.0311613 | val_loss: 0.0311683 | Time: 1778.97 ms [2022-04-16 09:08:47 main:574] : INFO : Epoch 1793 | loss: 0.031162 | val_loss: 0.0311632 | Time: 1790.72 ms [2022-04-16 09:08:49 main:574] : INFO : Epoch 1794 | loss: 0.0311568 | val_loss: 0.0311637 | Time: 1781.23 ms [2022-04-16 09:08:51 main:574] : INFO : Epoch 1795 | loss: 0.0311575 | val_loss: 0.0311623 | Time: 1785.43 ms [2022-04-16 09:08:53 main:574] : INFO : Epoch 1796 | loss: 0.0311579 | val_loss: 0.0311635 | Time: 1775.47 ms [2022-04-16 09:08:55 main:574] : INFO : Epoch 1797 | loss: 0.0311569 | val_loss: 0.0311627 | Time: 1764.31 ms [2022-04-16 09:08:56 main:574] : INFO : Epoch 1798 | loss: 0.0311558 | val_loss: 0.0311645 | Time: 1765 ms [2022-04-16 09:08:58 main:574] : INFO : Epoch 1799 | loss: 0.0311553 | val_loss: 0.0311644 | Time: 1764.69 ms [2022-04-16 09:09:00 main:574] : INFO : Epoch 1800 | loss: 0.0311558 | val_loss: 0.0311611 | Time: 1785.56 ms [2022-04-16 09:09:02 main:574] : INFO : Epoch 1801 | loss: 0.0311577 | val_loss: 0.0311628 | Time: 1791.06 ms [2022-04-16 09:09:03 main:574] : INFO : Epoch 1802 | loss: 0.0311558 | val_loss: 0.0311669 | Time: 1782.27 ms [2022-04-16 09:09:05 main:574] : INFO : Epoch 1803 | loss: 0.0311584 | val_loss: 0.0311635 | Time: 1774.01 ms [2022-04-16 09:09:07 main:574] : INFO : Epoch 1804 | loss: 0.0311583 | val_loss: 0.0311652 | Time: 1769.38 ms [2022-04-16 09:09:09 main:574] : INFO : Epoch 1805 | loss: 0.0311578 | val_loss: 0.0311639 | Time: 1764.12 ms [2022-04-16 09:09:11 main:574] : INFO : Epoch 1806 | loss: 0.0311554 | val_loss: 0.0311615 | Time: 1766.45 ms [2022-04-16 09:09:12 main:574] : INFO : Epoch 1807 | loss: 0.0311553 | val_loss: 0.0311656 | Time: 1770.57 ms [2022-04-16 09:09:14 main:574] : INFO : Epoch 1808 | loss: 0.0311558 | val_loss: 0.0311635 | Time: 1770.68 ms [2022-04-16 09:09:16 main:574] : INFO : Epoch 1809 | loss: 0.031156 | val_loss: 0.0311625 | Time: 1781.4 ms [2022-04-16 09:09:18 main:574] : INFO : Epoch 1810 | loss: 0.0311553 | val_loss: 0.0311636 | Time: 1799.02 ms [2022-04-16 09:09:20 main:574] : INFO : Epoch 1811 | loss: 0.0311537 | val_loss: 0.031165 | Time: 1779.61 ms [2022-04-16 09:09:21 main:574] : INFO : Epoch 1812 | loss: 0.031153 | val_loss: 0.0311668 | Time: 1772.44 ms [2022-04-16 09:09:23 main:574] : INFO : Epoch 1813 | loss: 0.0311525 | val_loss: 0.0311662 | Time: 1782.83 ms [2022-04-16 09:09:25 main:574] : INFO : Epoch 1814 | loss: 0.0311549 | val_loss: 0.0311682 | Time: 1767.22 ms [2022-04-16 09:09:27 main:574] : INFO : Epoch 1815 | loss: 0.0311573 | val_loss: 0.0311665 | Time: 1777.82 ms [2022-04-16 09:09:28 main:574] : INFO : Epoch 1816 | loss: 0.0311526 | val_loss: 0.0311658 | Time: 1774.55 ms [2022-04-16 09:09:30 main:574] : INFO : Epoch 1817 | loss: 0.0311519 | val_loss: 0.031162 | Time: 1771.15 ms [2022-04-16 09:09:32 main:574] : INFO : Epoch 1818 | loss: 0.0311521 | val_loss: 0.0311648 | Time: 1775.61 ms [2022-04-16 09:09:34 main:574] : INFO : Epoch 1819 | loss: 0.0311536 | val_loss: 0.0311707 | Time: 1775.58 ms [2022-04-16 09:09:36 main:574] : INFO : Epoch 1820 | loss: 0.031152 | val_loss: 0.0311683 | Time: 1771.59 ms [2022-04-16 09:09:37 main:574] : INFO : Epoch 1821 | loss: 0.0311519 | val_loss: 0.0311728 | Time: 1765.08 ms [2022-04-16 09:09:39 main:574] : INFO : Epoch 1822 | loss: 0.0311513 | val_loss: 0.0311681 | Time: 1780.8 ms [2022-04-16 09:09:41 main:574] : INFO : Epoch 1823 | loss: 0.0311526 | val_loss: 0.0311672 | Time: 1815.69 ms [2022-04-16 09:09:43 main:574] : INFO : Epoch 1824 | loss: 0.031153 | val_loss: 0.0311676 | Time: 1840 ms [2022-04-16 09:09:45 main:574] : INFO : Epoch 1825 | loss: 0.0311497 | val_loss: 0.0311678 | Time: 1806.76 ms [2022-04-16 09:09:46 main:574] : INFO : Epoch 1826 | loss: 0.0311526 | val_loss: 0.0311656 | Time: 1819.77 ms [2022-04-16 09:09:48 main:574] : INFO : Epoch 1827 | loss: 0.0311508 | val_loss: 0.0311664 | Time: 1801.36 ms [2022-04-16 09:09:50 main:574] : INFO : Epoch 1828 | loss: 0.0311492 | val_loss: 0.031161 | Time: 1872.32 ms [2022-04-16 09:09:52 main:574] : INFO : Epoch 1829 | loss: 0.0311482 | val_loss: 0.0311664 | Time: 1768.3 ms [2022-04-16 09:09:54 main:574] : INFO : Epoch 1830 | loss: 0.0311481 | val_loss: 0.0311636 | Time: 1764.48 ms [2022-04-16 09:09:55 main:574] : INFO : Epoch 1831 | loss: 0.0311517 | val_loss: 0.031165 | Time: 1768.14 ms [2022-04-16 09:09:57 main:574] : INFO : Epoch 1832 | loss: 0.0311511 | val_loss: 0.0311636 | Time: 1757.58 ms [2022-04-16 09:09:59 main:574] : INFO : Epoch 1833 | loss: 0.0311479 | val_loss: 0.0311647 | Time: 1768 ms [2022-04-16 09:10:01 main:574] : INFO : Epoch 1834 | loss: 0.0311473 | val_loss: 0.0311695 | Time: 1900.13 ms [2022-04-16 09:10:03 main:574] : INFO : Epoch 1835 | loss: 0.0311505 | val_loss: 0.0311627 | Time: 1842.78 ms [2022-04-16 09:10:05 main:574] : INFO : Epoch 1836 | loss: 0.0311466 | val_loss: 0.0311595 | Time: 1798.25 ms [2022-04-16 09:10:06 main:574] : INFO : Epoch 1837 | loss: 0.0311481 | val_loss: 0.0311677 | Time: 1803.68 ms [2022-04-16 09:10:08 main:574] : INFO : Epoch 1838 | loss: 0.0311507 | val_loss: 0.0311608 | Time: 1831.91 ms [2022-04-16 09:10:10 main:574] : INFO : Epoch 1839 | loss: 0.0311514 | val_loss: 0.0311654 | Time: 1762.14 ms [2022-04-16 09:10:12 main:574] : INFO : Epoch 1840 | loss: 0.0311484 | val_loss: 0.0311613 | Time: 1781.59 ms [2022-04-16 09:10:14 main:574] : INFO : Epoch 1841 | loss: 0.0311466 | val_loss: 0.0311689 | Time: 1759.96 ms [2022-04-16 09:10:15 main:574] : INFO : Epoch 1842 | loss: 0.0311465 | val_loss: 0.0311636 | Time: 1764.73 ms [2022-04-16 09:10:17 main:574] : INFO : Epoch 1843 | loss: 0.0311447 | val_loss: 0.0311635 | Time: 1764.31 ms [2022-04-16 09:10:19 main:574] : INFO : Epoch 1844 | loss: 0.0311473 | val_loss: 0.0311635 | Time: 1781.43 ms [2022-04-16 09:10:21 main:574] : INFO : Epoch 1845 | loss: 0.0311467 | val_loss: 0.0311791 | Time: 1790.67 ms [2022-04-16 09:10:22 main:574] : INFO : Epoch 1846 | loss: 0.0311472 | val_loss: 0.031163 | Time: 1800.37 ms [2022-04-16 09:10:24 main:574] : INFO : Epoch 1847 | loss: 0.0311468 | val_loss: 0.0311638 | Time: 1787.02 ms [2022-04-16 09:10:26 main:574] : INFO : Epoch 1848 | loss: 0.0311478 | val_loss: 0.0311742 | Time: 1963.73 ms [2022-04-16 09:10:28 main:574] : INFO : Epoch 1849 | loss: 0.0311475 | val_loss: 0.0311636 | Time: 2006.22 ms [2022-04-16 09:10:30 main:574] : INFO : Epoch 1850 | loss: 0.0311472 | val_loss: 0.0311651 | Time: 1970.76 ms [2022-04-16 09:10:32 main:574] : INFO : Epoch 1851 | loss: 0.031145 | val_loss: 0.0311665 | Time: 2015.45 ms [2022-04-16 09:10:34 main:574] : INFO : Epoch 1852 | loss: 0.0311464 | val_loss: 0.0311615 | Time: 2005.89 ms [2022-04-16 09:10:36 main:574] : INFO : Epoch 1853 | loss: 0.0311456 | val_loss: 0.0311704 | Time: 1983.28 ms [2022-04-16 09:10:38 main:574] : INFO : Epoch 1854 | loss: 0.0311465 | val_loss: 0.0311622 | Time: 1964.93 ms [2022-04-16 09:10:40 main:574] : INFO : Epoch 1855 | loss: 0.031147 | val_loss: 0.0311642 | Time: 1923.74 ms [2022-04-16 09:10:42 main:574] : INFO : Epoch 1856 | loss: 0.0311472 | val_loss: 0.0311639 | Time: 2019.94 ms [2022-04-16 09:10:44 main:574] : INFO : Epoch 1857 | loss: 0.031149 | val_loss: 0.0311673 | Time: 1983.46 ms [2022-04-16 09:10:46 main:574] : INFO : Epoch 1858 | loss: 0.0311503 | val_loss: 0.0311743 | Time: 2003.89 ms [2022-04-16 09:10:48 main:574] : INFO : Epoch 1859 | loss: 0.0311488 | val_loss: 0.0311634 | Time: 2023.7 ms [2022-04-16 09:10:50 main:574] : INFO : Epoch 1860 | loss: 0.0311504 | val_loss: 0.0311633 | Time: 2063 ms [2022-04-16 09:10:52 main:574] : INFO : Epoch 1861 | loss: 0.0311504 | val_loss: 0.0311709 | Time: 2047.76 ms [2022-04-16 09:10:54 main:574] : INFO : Epoch 1862 | loss: 0.031153 | val_loss: 0.0311638 | Time: 2052.12 ms [2022-04-16 09:10:56 main:574] : INFO : Epoch 1863 | loss: 0.0311516 | val_loss: 0.0311602 | Time: 1952.43 ms [2022-04-16 09:10:58 main:574] : INFO : Epoch 1864 | loss: 0.0311501 | val_loss: 0.0311579 | Time: 1992.65 ms [2022-04-16 09:11:00 main:574] : INFO : Epoch 1865 | loss: 0.0311478 | val_loss: 0.0311628 | Time: 1939.75 ms [2022-04-16 09:11:02 main:574] : INFO : Epoch 1866 | loss: 0.0311469 | val_loss: 0.0311611 | Time: 1948.03 ms [2022-04-16 09:11:04 main:574] : INFO : Epoch 1867 | loss: 0.0311479 | val_loss: 0.0311623 | Time: 1941.72 ms [2022-04-16 09:11:06 main:574] : INFO : Epoch 1868 | loss: 0.0311518 | val_loss: 0.0311781 | Time: 1963.78 ms [2022-04-16 09:11:08 main:574] : INFO : Epoch 1869 | loss: 0.0311489 | val_loss: 0.0311601 | Time: 1919.18 ms [2022-04-16 09:11:10 main:574] : INFO : Epoch 1870 | loss: 0.0311472 | val_loss: 0.0311576 | Time: 1941.64 ms [2022-04-16 09:11:12 main:574] : INFO : Epoch 1871 | loss: 0.0311474 | val_loss: 0.03116 | Time: 1949.65 ms [2022-04-16 09:11:14 main:574] : INFO : Epoch 1872 | loss: 0.0311497 | val_loss: 0.0311608 | Time: 1939.2 ms [2022-04-16 09:11:16 main:574] : INFO : Epoch 1873 | loss: 0.0311486 | val_loss: 0.0311626 | Time: 1933.2 ms [2022-04-16 09:11:18 main:574] : INFO : Epoch 1874 | loss: 0.0311461 | val_loss: 0.0311623 | Time: 1926.02 ms [2022-04-16 09:11:20 main:574] : INFO : Epoch 1875 | loss: 0.0311507 | val_loss: 0.0311652 | Time: 1973.49 ms [2022-04-16 09:11:22 main:574] : INFO : Epoch 1876 | loss: 0.0311517 | val_loss: 0.0311734 | Time: 1943.62 ms [2022-04-16 09:11:24 main:574] : INFO : Epoch 1877 | loss: 0.0311562 | val_loss: 0.0311702 | Time: 2001.29 ms [2022-04-16 09:11:26 main:574] : INFO : Epoch 1878 | loss: 0.0311506 | val_loss: 0.0311669 | Time: 1952.04 ms [2022-04-16 09:11:28 main:574] : INFO : Epoch 1879 | loss: 0.031148 | val_loss: 0.0311619 | Time: 2006.58 ms [2022-04-16 09:11:30 main:574] : INFO : Epoch 1880 | loss: 0.0311465 | val_loss: 0.0311656 | Time: 1934.98 ms [2022-04-16 09:11:32 main:574] : INFO : Epoch 1881 | loss: 0.0311448 | val_loss: 0.0311606 | Time: 1941.9 ms [2022-04-16 09:11:34 main:574] : INFO : Epoch 1882 | loss: 0.0311438 | val_loss: 0.0311628 | Time: 1956.73 ms [2022-04-16 09:11:36 main:574] : INFO : Epoch 1883 | loss: 0.0311447 | val_loss: 0.0311649 | Time: 1943.53 ms [2022-04-16 09:11:38 main:574] : INFO : Epoch 1884 | loss: 0.0311482 | val_loss: 0.0311841 | Time: 1951.76 ms [2022-04-16 09:11:40 main:574] : INFO : Epoch 1885 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 1929.41 ms [2022-04-16 09:11:41 main:574] : INFO : Epoch 1886 | loss: 0.0311449 | val_loss: 0.0311658 | Time: 1927.09 ms [2022-04-16 09:11:43 main:574] : INFO : Epoch 1887 | loss: 0.0311451 | val_loss: 0.0311606 | Time: 1938.93 ms [2022-04-16 09:11:45 main:574] : INFO : Epoch 1888 | loss: 0.0311447 | val_loss: 0.0311608 | Time: 1925.83 ms [2022-04-16 09:11:47 main:574] : INFO : Epoch 1889 | loss: 0.0311442 | val_loss: 0.0311662 | Time: 1921.72 ms [2022-04-16 09:11:49 main:574] : INFO : Epoch 1890 | loss: 0.0311424 | val_loss: 0.0311662 | Time: 1919.43 ms [2022-04-16 09:11:51 main:574] : INFO : Epoch 1891 | loss: 0.0311416 | val_loss: 0.03116 | Time: 1946.83 ms [2022-04-16 09:11:53 main:574] : INFO : Epoch 1892 | loss: 0.0311425 | val_loss: 0.0311631 | Time: 1958.17 ms [2022-04-16 09:11:55 main:574] : INFO : Epoch 1893 | loss: 0.031146 | val_loss: 0.0311633 | Time: 1948.5 ms [2022-04-16 09:11:57 main:574] : INFO : Epoch 1894 | loss: 0.0311414 | val_loss: 0.031159 | Time: 1977.33 ms [2022-04-16 09:11:59 main:574] : INFO : Epoch 1895 | loss: 0.0311402 | val_loss: 0.03116 | Time: 1958.01 ms [2022-04-16 09:12:01 main:574] : INFO : Epoch 1896 | loss: 0.0311414 | val_loss: 0.0311661 | Time: 1932.46 ms [2022-04-16 09:12:03 main:574] : INFO : Epoch 1897 | loss: 0.0311386 | val_loss: 0.0311724 | Time: 1954.8 ms [2022-04-16 09:12:05 main:574] : INFO : Epoch 1898 | loss: 0.0311476 | val_loss: 0.0311675 | Time: 1943.34 ms [2022-04-16 09:12:07 main:574] : INFO : Epoch 1899 | loss: 0.0311495 | val_loss: 0.0311684 | Time: 1940.51 ms [2022-04-16 09:12:09 main:574] : INFO : Epoch 1900 | loss: 0.0311544 | val_loss: 0.0311681 | Time: 1945.15 ms [2022-04-16 09:12:11 main:574] : INFO : Epoch 1901 | loss: 0.0311551 | val_loss: 0.0311681 | Time: 1855.28 ms [2022-04-16 09:12:12 main:574] : INFO : Epoch 1902 | loss: 0.031156 | val_loss: 0.0311672 | Time: 1793.23 ms [2022-04-16 09:12:14 main:574] : INFO : Epoch 1903 | loss: 0.0311532 | val_loss: 0.0311657 | Time: 1784.68 ms [2022-04-16 09:12:16 main:574] : INFO : Epoch 1904 | loss: 0.0311494 | val_loss: 0.031166 | Time: 1783.18 ms [2022-04-16 09:12:18 main:574] : INFO : Epoch 1905 | loss: 0.0311489 | val_loss: 0.0311673 | Time: 1810.58 ms [2022-04-16 09:12:20 main:574] : INFO : Epoch 1906 | loss: 0.0311503 | val_loss: 0.0311703 | Time: 1783.01 ms [2022-04-16 09:12:21 main:574] : INFO : Epoch 1907 | loss: 0.0311477 | val_loss: 0.0311671 | Time: 1797.3 ms [2022-04-16 09:12:23 main:574] : INFO : Epoch 1908 | loss: 0.0311471 | val_loss: 0.0311663 | Time: 1776.47 ms [2022-04-16 09:12:25 main:574] : INFO : Epoch 1909 | loss: 0.0311483 | val_loss: 0.0311685 | Time: 1783.11 ms [2022-04-16 09:12:27 main:574] : INFO : Epoch 1910 | loss: 0.0311477 | val_loss: 0.0311665 | Time: 1794.6 ms [2022-04-16 09:12:29 main:574] : INFO : Epoch 1911 | loss: 0.0311509 | val_loss: 0.0311682 | Time: 1783.72 ms [2022-04-16 09:12:30 main:574] : INFO : Epoch 1912 | loss: 0.031152 | val_loss: 0.0311678 | Time: 1815.12 ms [2022-04-16 09:12:32 main:574] : INFO : Epoch 1913 | loss: 0.0311515 | val_loss: 0.0311642 | Time: 1808.36 ms [2022-04-16 09:12:34 main:574] : INFO : Epoch 1914 | loss: 0.0311496 | val_loss: 0.0311663 | Time: 1798.52 ms [2022-04-16 09:12:36 main:574] : INFO : Epoch 1915 | loss: 0.0311474 | val_loss: 0.0311645 | Time: 1883.1 ms [2022-04-16 09:12:38 main:574] : INFO : Epoch 1916 | loss: 0.0311457 | val_loss: 0.0311656 | Time: 1978.17 ms [2022-04-16 09:12:40 main:574] : INFO : Epoch 1917 | loss: 0.0311442 | val_loss: 0.0311695 | Time: 1786.09 ms [2022-04-16 09:12:42 main:574] : INFO : Epoch 1918 | loss: 0.0311436 | val_loss: 0.031167 | Time: 1804.02 ms [2022-04-16 09:12:43 main:574] : INFO : Epoch 1919 | loss: 0.031144 | val_loss: 0.031167 | Time: 1910.81 ms [2022-04-16 09:12:46 main:574] : INFO : Epoch 1920 | loss: 0.031143 | val_loss: 0.0311714 | Time: 2095.47 ms [2022-04-16 09:12:48 main:574] : INFO : Epoch 1921 | loss: 0.0311431 | val_loss: 0.0311696 | Time: 1921.03 ms [2022-04-16 09:12:49 main:574] : INFO : Epoch 1922 | loss: 0.0311442 | val_loss: 0.0311648 | Time: 1815.07 ms [2022-04-16 09:12:51 main:574] : INFO : Epoch 1923 | loss: 0.031144 | val_loss: 0.031172 | Time: 1854.2 ms [2022-04-16 09:12:53 main:574] : INFO : Epoch 1924 | loss: 0.031151 | val_loss: 0.0311769 | Time: 1787.05 ms [2022-04-16 09:12:55 main:574] : INFO : Epoch 1925 | loss: 0.0311502 | val_loss: 0.0311631 | Time: 1840.55 ms [2022-04-16 09:12:57 main:574] : INFO : Epoch 1926 | loss: 0.0311483 | val_loss: 0.0311656 | Time: 1787.73 ms [2022-04-16 09:12:59 main:574] : INFO : Epoch 1927 | loss: 0.0311483 | val_loss: 0.0311634 | Time: 1882.32 ms [2022-04-16 09:13:00 main:574] : INFO : Epoch 1928 | loss: 0.0311448 | val_loss: 0.0311638 | Time: 1825.82 ms [2022-04-16 09:13:02 main:574] : INFO : Epoch 1929 | loss: 0.0311475 | val_loss: 0.0311634 | Time: 1947.94 ms [2022-04-16 09:13:04 main:574] : INFO : Epoch 1930 | loss: 0.031149 | val_loss: 0.0311699 | Time: 1871.52 ms [2022-04-16 09:13:06 main:574] : INFO : Epoch 1931 | loss: 0.0311482 | val_loss: 0.0311629 | Time: 1835.44 ms [2022-04-16 09:13:08 main:574] : INFO : Epoch 1932 | loss: 0.0311519 | val_loss: 0.0311646 | Time: 1831.47 ms [2022-04-16 09:13:10 main:574] : INFO : Epoch 1933 | loss: 0.0311535 | val_loss: 0.0311656 | Time: 1824.02 ms [2022-04-16 09:13:12 main:574] : INFO : Epoch 1934 | loss: 0.0311546 | val_loss: 0.0311635 | Time: 1849.89 ms [2022-04-16 09:13:14 main:574] : INFO : Epoch 1935 | loss: 0.0311516 | val_loss: 0.0311621 | Time: 1852.71 ms [2022-04-16 09:13:15 main:574] : INFO : Epoch 1936 | loss: 0.0311487 | val_loss: 0.0311619 | Time: 1822.02 ms [2022-04-16 09:13:17 main:574] : INFO : Epoch 1937 | loss: 0.0311492 | val_loss: 0.0311649 | Time: 1815.19 ms [2022-04-16 09:13:19 main:574] : INFO : Epoch 1938 | loss: 0.0311499 | val_loss: 0.0311605 | Time: 1825.27 ms [2022-04-16 09:13:21 main:574] : INFO : Epoch 1939 | loss: 0.0311492 | val_loss: 0.031161 | Time: 1817.33 ms [2022-04-16 09:13:23 main:574] : INFO : Epoch 1940 | loss: 0.0311505 | val_loss: 0.0311582 | Time: 1794.93 ms [2022-04-16 09:13:25 main:574] : INFO : Epoch 1941 | loss: 0.0311472 | val_loss: 0.03116 | Time: 1832.45 ms [2022-04-16 09:13:26 main:574] : INFO : Epoch 1942 | loss: 0.031149 | val_loss: 0.0311582 | Time: 1828.26 ms [2022-04-16 09:13:28 main:574] : INFO : Epoch 1943 | loss: 0.031148 | val_loss: 0.0311634 | Time: 1820.48 ms [2022-04-16 09:13:30 main:574] : INFO : Epoch 1944 | loss: 0.0311503 | val_loss: 0.031158 | Time: 1825.99 ms [2022-04-16 09:13:32 main:574] : INFO : Epoch 1945 | loss: 0.0311468 | val_loss: 0.0311582 | Time: 1834.8 ms [2022-04-16 09:13:34 main:574] : INFO : Epoch 1946 | loss: 0.0311486 | val_loss: 0.0311571 | Time: 1833.31 ms [2022-04-16 09:13:36 main:574] : INFO : Epoch 1947 | loss: 0.0311494 | val_loss: 0.0311579 | Time: 1823.02 ms [2022-04-16 09:13:37 main:574] : INFO : Epoch 1948 | loss: 0.0311467 | val_loss: 0.0311583 | Time: 1815.65 ms [2022-04-16 09:13:39 main:574] : INFO : Epoch 1949 | loss: 0.0311468 | val_loss: 0.0311591 | Time: 1818.98 ms [2022-04-16 09:13:41 main:574] : INFO : Epoch 1950 | loss: 0.0311467 | val_loss: 0.0311577 | Time: 1816.2 ms [2022-04-16 09:13:43 main:574] : INFO : Epoch 1951 | loss: 0.031146 | val_loss: 0.0311559 | Time: 1831.37 ms [2022-04-16 09:13:45 main:574] : INFO : Epoch 1952 | loss: 0.0311444 | val_loss: 0.0311605 | Time: 1823.77 ms [2022-04-16 09:13:47 main:574] : INFO : Epoch 1953 | loss: 0.0311438 | val_loss: 0.0311612 | Time: 1848.85 ms [2022-04-16 09:13:48 main:574] : INFO : Epoch 1954 | loss: 0.031148 | val_loss: 0.0311607 | Time: 1818.15 ms [2022-04-16 09:13:50 main:574] : INFO : Epoch 1955 | loss: 0.0311467 | val_loss: 0.0311682 | Time: 1823.45 ms [2022-04-16 09:13:52 main:574] : INFO : Epoch 1956 | loss: 0.0311512 | val_loss: 0.0311685 | Time: 1819.02 ms [2022-04-16 09:13:54 main:574] : INFO : Epoch 1957 | loss: 0.0311493 | val_loss: 0.0311582 | Time: 1808.06 ms [2022-04-16 09:13:56 main:574] : INFO : Epoch 1958 | loss: 0.0311481 | val_loss: 0.0311617 | Time: 1804.24 ms [2022-04-16 09:13:58 main:574] : INFO : Epoch 1959 | loss: 0.0311502 | val_loss: 0.0311609 | Time: 1824.67 ms [2022-04-16 09:13:59 main:574] : INFO : Epoch 1960 | loss: 0.031149 | val_loss: 0.031159 | Time: 1832.37 ms [2022-04-16 09:14:01 main:574] : INFO : Epoch 1961 | loss: 0.0311446 | val_loss: 0.0311573 | Time: 1826.11 ms [2022-04-16 09:14:03 main:574] : INFO : Epoch 1962 | loss: 0.0311438 | val_loss: 0.031172 | Time: 1820.6 ms [2022-04-16 09:14:05 main:574] : INFO : Epoch 1963 | loss: 0.0311467 | val_loss: 0.0311574 | Time: 1821.68 ms [2022-04-16 09:14:07 main:574] : INFO : Epoch 1964 | loss: 0.0311423 | val_loss: 0.0311571 | Time: 1862.08 ms [2022-04-16 09:14:09 main:574] : INFO : Epoch 1965 | loss: 0.0311424 | val_loss: 0.0311567 | Time: 1864.56 ms [2022-04-16 09:14:10 main:574] : INFO : Epoch 1966 | loss: 0.0311407 | val_loss: 0.0311569 | Time: 1850.9 ms [2022-04-16 09:14:12 main:574] : INFO : Epoch 1967 | loss: 0.0311428 | val_loss: 0.0311596 | Time: 1859.87 ms [2022-04-16 09:14:14 main:574] : INFO : Epoch 1968 | loss: 0.0311422 | val_loss: 0.0311578 | Time: 1823.48 ms [2022-04-16 09:14:16 main:574] : INFO : Epoch 1969 | loss: 0.0311406 | val_loss: 0.0311593 | Time: 1823.08 ms [2022-04-16 09:14:18 main:574] : INFO : Epoch 1970 | loss: 0.0311408 | val_loss: 0.0311614 | Time: 1808.76 ms [2022-04-16 09:14:20 main:574] : INFO : Epoch 1971 | loss: 0.0311431 | val_loss: 0.0311614 | Time: 1828.78 ms [2022-04-16 09:14:21 main:574] : INFO : Epoch 1972 | loss: 0.0311423 | val_loss: 0.0311678 | Time: 1820.8 ms [2022-04-16 09:14:23 main:574] : INFO : Epoch 1973 | loss: 0.0311431 | val_loss: 0.0311607 | Time: 1830.24 ms [2022-04-16 09:14:25 main:574] : INFO : Epoch 1974 | loss: 0.0311424 | val_loss: 0.0311642 | Time: 1820.64 ms [2022-04-16 09:14:27 main:574] : INFO : Epoch 1975 | loss: 0.0311468 | val_loss: 0.0311611 | Time: 1822.75 ms [2022-04-16 09:14:29 main:574] : INFO : Epoch 1976 | loss: 0.0311452 | val_loss: 0.0311651 | Time: 1822.16 ms [2022-04-16 09:14:31 main:574] : INFO : Epoch 1977 | loss: 0.0311419 | val_loss: 0.0311593 | Time: 1804.71 ms [2022-04-16 09:14:32 main:574] : INFO : Epoch 1978 | loss: 0.0311431 | val_loss: 0.03116 | Time: 1825.43 ms [2022-04-16 09:14:34 main:574] : INFO : Epoch 1979 | loss: 0.0311435 | val_loss: 0.0311622 | Time: 1817.1 ms [2022-04-16 09:14:36 main:574] : INFO : Epoch 1980 | loss: 0.031146 | val_loss: 0.0311671 | Time: 1836.21 ms [2022-04-16 09:14:38 main:574] : INFO : Epoch 1981 | loss: 0.0311441 | val_loss: 0.0311624 | Time: 1812.04 ms [2022-04-16 09:14:40 main:574] : INFO : Epoch 1982 | loss: 0.0311421 | val_loss: 0.03116 | Time: 1818.94 ms [2022-04-16 09:14:42 main:574] : INFO : Epoch 1983 | loss: 0.0311401 | val_loss: 0.0311592 | Time: 1813.25 ms [2022-04-16 09:14:43 main:574] : INFO : Epoch 1984 | loss: 0.0311417 | val_loss: 0.0311598 | Time: 1819.89 ms [2022-04-16 09:14:45 main:574] : INFO : Epoch 1985 | loss: 0.0311438 | val_loss: 0.0311667 | Time: 1820.7 ms [2022-04-16 09:14:47 main:574] : INFO : Epoch 1986 | loss: 0.0311432 | val_loss: 0.0311624 | Time: 1850.3 ms [2022-04-16 09:14:49 main:574] : INFO : Epoch 1987 | loss: 0.0311396 | val_loss: 0.0311595 | Time: 1835.52 ms [2022-04-16 09:14:51 main:574] : INFO : Epoch 1988 | loss: 0.0311405 | val_loss: 0.0311636 | Time: 1818.03 ms [2022-04-16 09:14:53 main:574] : INFO : Epoch 1989 | loss: 0.031142 | val_loss: 0.0311611 | Time: 1820.51 ms [2022-04-16 09:14:54 main:574] : INFO : Epoch 1990 | loss: 0.0311413 | val_loss: 0.0311622 | Time: 1823.11 ms [2022-04-16 09:14:56 main:574] : INFO : Epoch 1991 | loss: 0.0311408 | val_loss: 0.0311633 | Time: 1830.99 ms [2022-04-16 09:14:58 main:574] : INFO : Epoch 1992 | loss: 0.031142 | val_loss: 0.0311666 | Time: 1832.75 ms [2022-04-16 09:15:00 main:574] : INFO : Epoch 1993 | loss: 0.031142 | val_loss: 0.0311652 | Time: 1815.28 ms [2022-04-16 09:15:02 main:574] : INFO : Epoch 1994 | loss: 0.0311411 | val_loss: 0.0311627 | Time: 1812.74 ms [2022-04-16 09:15:04 main:574] : INFO : Epoch 1995 | loss: 0.0311414 | val_loss: 0.0311612 | Time: 1816.86 ms [2022-04-16 09:15:05 main:574] : INFO : Epoch 1996 | loss: 0.0311405 | val_loss: 0.0311642 | Time: 1810.35 ms [2022-04-16 09:15:07 main:574] : INFO : Epoch 1997 | loss: 0.0311466 | val_loss: 0.031167 | Time: 1839.54 ms [2022-04-16 09:15:09 main:574] : INFO : Epoch 1998 | loss: 0.0311478 | val_loss: 0.0311622 | Time: 1811.41 ms [2022-04-16 09:15:11 main:574] : INFO : Epoch 1999 | loss: 0.0311454 | val_loss: 0.0311695 | Time: 1828.85 ms [2022-04-16 09:15:13 main:574] : INFO : Epoch 2000 | loss: 0.0311455 | val_loss: 0.0311658 | Time: 1840.73 ms [2022-04-16 09:15:15 main:574] : INFO : Epoch 2001 | loss: 0.031145 | val_loss: 0.0311648 | Time: 1890.84 ms [2022-04-16 09:15:17 main:574] : INFO : Epoch 2002 | loss: 0.0311446 | val_loss: 0.031165 | Time: 1849.6 ms [2022-04-16 09:15:18 main:574] : INFO : Epoch 2003 | loss: 0.0311449 | val_loss: 0.0311687 | Time: 1826.63 ms [2022-04-16 09:15:20 main:574] : INFO : Epoch 2004 | loss: 0.031143 | val_loss: 0.0311705 | Time: 1829.48 ms [2022-04-16 09:15:22 main:574] : INFO : Epoch 2005 | loss: 0.0311423 | val_loss: 0.0311622 | Time: 1821.79 ms [2022-04-16 09:15:24 main:574] : INFO : Epoch 2006 | loss: 0.0311426 | val_loss: 0.0311648 | Time: 1836.39 ms [2022-04-16 09:15:26 main:574] : INFO : Epoch 2007 | loss: 0.03114 | val_loss: 0.0311639 | Time: 1819.68 ms [2022-04-16 09:15:28 main:574] : INFO : Epoch 2008 | loss: 0.0311409 | val_loss: 0.0311627 | Time: 1820.44 ms [2022-04-16 09:15:29 main:574] : INFO : Epoch 2009 | loss: 0.0311377 | val_loss: 0.0311616 | Time: 1811.15 ms [2022-04-16 09:15:31 main:574] : INFO : Epoch 2010 | loss: 0.0311428 | val_loss: 0.031162 | Time: 1814.85 ms [2022-04-16 09:15:33 main:574] : INFO : Epoch 2011 | loss: 0.0311414 | val_loss: 0.0311657 | Time: 1820.9 ms [2022-04-16 09:15:35 main:574] : INFO : Epoch 2012 | loss: 0.0311417 | val_loss: 0.0311636 | Time: 1825.12 ms [2022-04-16 09:15:37 main:574] : INFO : Epoch 2013 | loss: 0.0311395 | val_loss: 0.031166 | Time: 1815.38 ms [2022-04-16 09:15:39 main:574] : INFO : Epoch 2014 | loss: 0.0311397 | val_loss: 0.0311589 | Time: 1836.1 ms [2022-04-16 09:15:40 main:574] : INFO : Epoch 2015 | loss: 0.031139 | val_loss: 0.0311601 | Time: 1846.05 ms [2022-04-16 09:15:42 main:574] : INFO : Epoch 2016 | loss: 0.0311379 | val_loss: 0.0311627 | Time: 1821.98 ms [2022-04-16 09:15:44 main:574] : INFO : Epoch 2017 | loss: 0.0311383 | val_loss: 0.0311675 | Time: 1824.45 ms [2022-04-16 09:15:46 main:574] : INFO : Epoch 2018 | loss: 0.0311428 | val_loss: 0.0311741 | Time: 1822.13 ms [2022-04-16 09:15:48 main:574] : INFO : Epoch 2019 | loss: 0.0311393 | val_loss: 0.0311643 | Time: 1819.19 ms [2022-04-16 09:15:50 main:574] : INFO : Epoch 2020 | loss: 0.0311455 | val_loss: 0.0311713 | Time: 1818.92 ms [2022-04-16 09:15:51 main:574] : INFO : Epoch 2021 | loss: 0.0311473 | val_loss: 0.0311654 | Time: 1806.04 ms [2022-04-16 09:15:53 main:574] : INFO : Epoch 2022 | loss: 0.0311421 | val_loss: 0.0311611 | Time: 1817.84 ms [2022-04-16 09:15:55 main:574] : INFO : Epoch 2023 | loss: 0.0311411 | val_loss: 0.0311617 | Time: 1829.5 ms [2022-04-16 09:15:57 main:574] : INFO : Epoch 2024 | loss: 0.0311397 | val_loss: 0.0311612 | Time: 1816.79 ms [2022-04-16 09:15:59 main:574] : INFO : Epoch 2025 | loss: 0.0311407 | val_loss: 0.031163 | Time: 1825.26 ms [2022-04-16 09:16:00 main:574] : INFO : Epoch 2026 | loss: 0.0311424 | val_loss: 0.0311672 | Time: 1829.21 ms [2022-04-16 09:16:02 main:574] : INFO : Epoch 2027 | loss: 0.0311385 | val_loss: 0.0311645 | Time: 1816.74 ms [2022-04-16 09:16:04 main:574] : INFO : Epoch 2028 | loss: 0.0311384 | val_loss: 0.0311772 | Time: 1814.97 ms [2022-04-16 09:16:06 main:574] : INFO : Epoch 2029 | loss: 0.0311503 | val_loss: 0.0311762 | Time: 1815.84 ms [2022-04-16 09:16:08 main:574] : INFO : Epoch 2030 | loss: 0.0311399 | val_loss: 0.0311599 | Time: 1822.06 ms [2022-04-16 09:16:10 main:574] : INFO : Epoch 2031 | loss: 0.0311375 | val_loss: 0.0311687 | Time: 1818.32 ms [2022-04-16 09:16:11 main:574] : INFO : Epoch 2032 | loss: 0.0311375 | val_loss: 0.0311652 | Time: 1831.43 ms [2022-04-16 09:16:13 main:574] : INFO : Epoch 2033 | loss: 0.0311369 | val_loss: 0.0311673 | Time: 1813.9 ms [2022-04-16 09:16:15 main:574] : INFO : Epoch 2034 | loss: 0.0311344 | val_loss: 0.0311646 | Time: 1813.01 ms [2022-04-16 09:16:17 main:574] : INFO : Epoch 2035 | loss: 0.031135 | val_loss: 0.0311692 | Time: 1809.68 ms [2022-04-16 09:16:19 main:574] : INFO : Epoch 2036 | loss: 0.0311367 | val_loss: 0.0311636 | Time: 1845.8 ms [2022-04-16 09:16:21 main:574] : INFO : Epoch 2037 | loss: 0.0311342 | val_loss: 0.0311633 | Time: 1877.02 ms [2022-04-16 09:16:23 main:574] : INFO : Epoch 2038 | loss: 0.031135 | val_loss: 0.0311654 | Time: 1876.81 ms [2022-04-16 09:16:24 main:574] : INFO : Epoch 2039 | loss: 0.0311378 | val_loss: 0.0311794 | Time: 1841.73 ms [2022-04-16 09:16:26 main:574] : INFO : Epoch 2040 | loss: 0.0311387 | val_loss: 0.0311705 | Time: 1818.77 ms [2022-04-16 09:16:28 main:574] : INFO : Epoch 2041 | loss: 0.0311375 | val_loss: 0.0311713 | Time: 1844.48 ms [2022-04-16 09:16:30 main:574] : INFO : Epoch 2042 | loss: 0.0311358 | val_loss: 0.0311655 | Time: 1821.77 ms [2022-04-16 09:16:32 main:574] : INFO : Epoch 2043 | loss: 0.0311343 | val_loss: 0.0311654 | Time: 1813.76 ms [2022-04-16 09:16:34 main:574] : INFO : Epoch 2044 | loss: 0.0311338 | val_loss: 0.0311647 | Time: 1804.65 ms [2022-04-16 09:16:35 main:574] : INFO : Epoch 2045 | loss: 0.0311333 | val_loss: 0.0311622 | Time: 1834.09 ms [2022-04-16 09:16:37 main:574] : INFO : Epoch 2046 | loss: 0.0311345 | val_loss: 0.0311656 | Time: 1818.75 ms [2022-04-16 09:16:39 main:574] : INFO : Epoch 2047 | loss: 0.0311346 | val_loss: 0.0311683 | Time: 1817.87 ms [2022-04-16 09:16:41 main:574] : INFO : Epoch 2048 | loss: 0.0311353 | val_loss: 0.0311623 | Time: 1810.35 ms [2022-04-16 09:16:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311623 [2022-04-16 09:16:41 main:603] : INFO : Saving end state to config to file [2022-04-16 09:16:41 main:608] : INFO : Success, exiting.. 09:16:41 (12680): 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)