Task 14227740
| Name | ParityModified-1647045888-3002-3-0_0 |
| Workunit | 11286244 |
| Created | 2 Apr 2022, 4:59:09 UTC |
| Sent | 6 Apr 2022, 12:06:37 UTC |
| Report deadline | 14 Apr 2022, 12:06:37 UTC |
| Received | 7 Apr 2022, 8:36:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 1 min 33 sec |
| CPU time | 1 hours 0 min 17 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 | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :20:56 main:574] : INFO : Epoch 1542 | loss: 0.0312217 | val_loss: 0.0312258 | Time: 1770.46 ms [2022-04-07 03:20:58 main:574] : INFO : Epoch 1543 | loss: 0.0312206 | val_loss: 0.0312244 | Time: 1789.95 ms [2022-04-07 03:21:00 main:574] : INFO : Epoch 1544 | loss: 0.0312192 | val_loss: 0.0312233 | Time: 1777.8 ms [2022-04-07 03:21:02 main:574] : INFO : Epoch 1545 | loss: 0.0312179 | val_loss: 0.031222 | Time: 1781.81 ms [2022-04-07 03:21:04 main:574] : INFO : Epoch 1546 | loss: 0.0312167 | val_loss: 0.0312211 | Time: 1771.93 ms [2022-04-07 03:21:05 main:574] : INFO : Epoch 1547 | loss: 0.0312154 | val_loss: 0.0312198 | Time: 1773.8 ms [2022-04-07 03:21:07 main:574] : INFO : Epoch 1548 | loss: 0.0312144 | val_loss: 0.0312186 | Time: 1790.53 ms [2022-04-07 03:21:09 main:574] : INFO : Epoch 1549 | loss: 0.0312131 | val_loss: 0.0312176 | Time: 1789.28 ms [2022-04-07 03:21:11 main:574] : INFO : Epoch 1550 | loss: 0.0312121 | val_loss: 0.0312165 | Time: 1762.69 ms [2022-04-07 03:21:13 main:574] : INFO : Epoch 1551 | loss: 0.0312112 | val_loss: 0.0312163 | Time: 1787.53 ms [2022-04-07 03:21:14 main:574] : INFO : Epoch 1552 | loss: 0.0312104 | val_loss: 0.0312144 | Time: 1758.91 ms [2022-04-07 03:21:16 main:574] : INFO : Epoch 1553 | loss: 0.0312093 | val_loss: 0.0312135 | Time: 1803.34 ms [2022-04-07 03:21:18 main:574] : INFO : Epoch 1554 | loss: 0.0312086 | val_loss: 0.031213 | Time: 1756.83 ms [2022-04-07 03:21:20 main:574] : INFO : Epoch 1555 | loss: 0.0312077 | val_loss: 0.0312121 | Time: 1798.83 ms [2022-04-07 03:21:22 main:574] : INFO : Epoch 1556 | loss: 0.031207 | val_loss: 0.0312112 | Time: 1784.08 ms [2022-04-07 03:21:23 main:574] : INFO : Epoch 1557 | loss: 0.0312062 | val_loss: 0.0312108 | Time: 1797.56 ms [2022-04-07 03:21:25 main:574] : INFO : Epoch 1558 | loss: 0.0312056 | val_loss: 0.0312101 | Time: 1768.52 ms [2022-04-07 03:21:27 main:574] : INFO : Epoch 1559 | loss: 0.0312049 | val_loss: 0.0312096 | Time: 1804.33 ms [2022-04-07 03:21:29 main:574] : INFO : Epoch 1560 | loss: 0.0312047 | val_loss: 0.0312096 | Time: 1770.48 ms [2022-04-07 03:21:31 main:574] : INFO : Epoch 1561 | loss: 0.0312044 | val_loss: 0.0312086 | Time: 1784.84 ms [2022-04-07 03:21:32 main:574] : INFO : Epoch 1562 | loss: 0.0312037 | val_loss: 0.0312084 | Time: 1799.77 ms [2022-04-07 03:21:34 main:574] : INFO : Epoch 1563 | loss: 0.0312033 | val_loss: 0.0312077 | Time: 1775.86 ms [2022-04-07 03:21:36 main:574] : INFO : Epoch 1564 | loss: 0.0312027 | val_loss: 0.0312076 | Time: 1824.75 ms [2022-04-07 03:21:38 main:574] : INFO : Epoch 1565 | loss: 0.0312026 | val_loss: 0.0312073 | Time: 1798.73 ms [2022-04-07 03:21:40 main:574] : INFO : Epoch 1566 | loss: 0.031202 | val_loss: 0.0312064 | Time: 1763.15 ms [2022-04-07 03:21:41 main:574] : INFO : Epoch 1567 | loss: 0.0312018 | val_loss: 0.0312061 | Time: 1825.13 ms [2022-04-07 03:21:43 main:574] : INFO : Epoch 1568 | loss: 0.0312014 | val_loss: 0.0312061 | Time: 1796.13 ms [2022-04-07 03:21:45 main:574] : INFO : Epoch 1569 | loss: 0.0312012 | val_loss: 0.0312054 | Time: 1783.35 ms [2022-04-07 03:21:47 main:574] : INFO : Epoch 1570 | loss: 0.0312008 | val_loss: 0.0312051 | Time: 1784.41 ms [2022-04-07 03:21:49 main:574] : INFO : Epoch 1571 | loss: 0.0312006 | val_loss: 0.0312049 | Time: 1802.54 ms [2022-04-07 03:21:50 main:574] : INFO : Epoch 1572 | loss: 0.0312002 | val_loss: 0.0312046 | Time: 1818.09 ms [2022-04-07 03:21:52 main:574] : INFO : Epoch 1573 | loss: 0.0312001 | val_loss: 0.0312044 | Time: 1789.81 ms [2022-04-07 03:21:54 main:574] : INFO : Epoch 1574 | loss: 0.0311998 | val_loss: 0.031204 | Time: 1774.49 ms [2022-04-07 03:21:56 main:574] : INFO : Epoch 1575 | loss: 0.0311996 | val_loss: 0.031204 | Time: 1791.34 ms [2022-04-07 03:21:58 main:574] : INFO : Epoch 1576 | loss: 0.0311996 | val_loss: 0.0312041 | Time: 1779.71 ms [2022-04-07 03:21:59 main:574] : INFO : Epoch 1577 | loss: 0.0311994 | val_loss: 0.0312036 | Time: 1770.28 ms [2022-04-07 03:22:01 main:574] : INFO : Epoch 1578 | loss: 0.0311992 | val_loss: 0.0312035 | Time: 1779.03 ms [2022-04-07 03:22:03 main:574] : INFO : Epoch 1579 | loss: 0.031199 | val_loss: 0.0312032 | Time: 1783.3 ms [2022-04-07 03:22:05 main:574] : INFO : Epoch 1580 | loss: 0.0311986 | val_loss: 0.031203 | Time: 1797.24 ms [2022-04-07 03:22:07 main:574] : INFO : Epoch 1581 | loss: 0.0311983 | val_loss: 0.0312026 | Time: 1786.79 ms [2022-04-07 03:22:08 main:574] : INFO : Epoch 1582 | loss: 0.0311982 | val_loss: 0.0312025 | Time: 1766.51 ms [2022-04-07 03:22:10 main:574] : INFO : Epoch 1583 | loss: 0.031198 | val_loss: 0.0312025 | Time: 1781.74 ms [2022-04-07 03:22:12 main:574] : INFO : Epoch 1584 | loss: 0.0311977 | val_loss: 0.0312021 | Time: 1785.57 ms [2022-04-07 03:22:14 main:574] : INFO : Epoch 1585 | loss: 0.0311977 | val_loss: 0.0312021 | Time: 1769.93 ms [2022-04-07 03:22:15 main:574] : INFO : Epoch 1586 | loss: 0.0311977 | val_loss: 0.0312019 | Time: 1782.16 ms [2022-04-07 03:22:17 main:574] : INFO : Epoch 1587 | loss: 0.0311975 | val_loss: 0.0312017 | Time: 1799.05 ms [2022-04-07 03:22:19 main:574] : INFO : Epoch 1588 | loss: 0.0311975 | val_loss: 0.0312017 | Time: 1808.26 ms [2022-04-07 03:22:21 main:574] : INFO : Epoch 1589 | loss: 0.0311973 | val_loss: 0.0312015 | Time: 1777.9 ms [2022-04-07 03:22:23 main:574] : INFO : Epoch 1590 | loss: 0.031197 | val_loss: 0.0312011 | Time: 1797.64 ms [2022-04-07 03:22:24 main:574] : INFO : Epoch 1591 | loss: 0.031197 | val_loss: 0.031201 | Time: 1799.89 ms [2022-04-07 03:22:26 main:574] : INFO : Epoch 1592 | loss: 0.0311967 | val_loss: 0.0312009 | Time: 1788.07 ms [2022-04-07 03:22:28 main:574] : INFO : Epoch 1593 | loss: 0.0311966 | val_loss: 0.0312011 | Time: 1776.59 ms [2022-04-07 03:22:30 main:574] : INFO : Epoch 1594 | loss: 0.0311972 | val_loss: 0.0312008 | Time: 1766.26 ms [2022-04-07 03:22:32 main:574] : INFO : Epoch 1595 | loss: 0.0311964 | val_loss: 0.0312004 | Time: 1808.68 ms [2022-04-07 03:22:33 main:574] : INFO : Epoch 1596 | loss: 0.0311963 | val_loss: 0.0312003 | Time: 1783.95 ms [2022-04-07 03:22:35 main:574] : INFO : Epoch 1597 | loss: 0.0311964 | val_loss: 0.0312003 | Time: 1792.36 ms [2022-04-07 03:22:37 main:574] : INFO : Epoch 1598 | loss: 0.031196 | val_loss: 0.0312001 | Time: 1798.87 ms [2022-04-07 03:22:39 main:574] : INFO : Epoch 1599 | loss: 0.0311961 | val_loss: 0.0312005 | Time: 1760.08 ms [2022-04-07 03:22:41 main:574] : INFO : Epoch 1600 | loss: 0.0311959 | val_loss: 0.0312007 | Time: 1811.3 ms [2022-04-07 03:22:42 main:574] : INFO : Epoch 1601 | loss: 0.0311965 | val_loss: 0.0311995 | Time: 1757.87 ms [2022-04-07 03:22:44 main:574] : INFO : Epoch 1602 | loss: 0.0311959 | val_loss: 0.0312001 | Time: 1801.97 ms [2022-04-07 03:22:46 main:574] : INFO : Epoch 1603 | loss: 0.031196 | val_loss: 0.0311994 | Time: 1826.56 ms [2022-04-07 03:22:48 main:574] : INFO : Epoch 1604 | loss: 0.0311953 | val_loss: 0.0312001 | Time: 1805.88 ms [2022-04-07 03:22:50 main:574] : INFO : Epoch 1605 | loss: 0.0311956 | val_loss: 0.0311995 | Time: 1772.26 ms [2022-04-07 03:22:51 main:574] : INFO : Epoch 1606 | loss: 0.0311952 | val_loss: 0.031199 | Time: 1811.59 ms [2022-04-07 03:22:53 main:574] : INFO : Epoch 1607 | loss: 0.0311953 | val_loss: 0.0311992 | Time: 1762.29 ms [2022-04-07 03:22:55 main:574] : INFO : Epoch 1608 | loss: 0.0311953 | val_loss: 0.0311989 | Time: 1754.28 ms [2022-04-07 03:22:57 main:574] : INFO : Epoch 1609 | loss: 0.0311955 | val_loss: 0.0311996 | Time: 1813.23 ms [2022-04-07 03:22:59 main:574] : INFO : Epoch 1610 | loss: 0.0311958 | val_loss: 0.0311997 | Time: 1789.72 ms [2022-04-07 03:23:00 main:574] : INFO : Epoch 1611 | loss: 0.0311951 | val_loss: 0.031199 | Time: 1760.29 ms [2022-04-07 03:23:02 main:574] : INFO : Epoch 1612 | loss: 0.031195 | val_loss: 0.0311984 | Time: 1797.23 ms [2022-04-07 03:23:04 main:574] : INFO : Epoch 1613 | loss: 0.0311948 | val_loss: 0.0311986 | Time: 1796.85 ms [2022-04-07 03:23:06 main:574] : INFO : Epoch 1614 | loss: 0.0311946 | val_loss: 0.0311983 | Time: 1799.52 ms [2022-04-07 03:23:08 main:574] : INFO : Epoch 1615 | loss: 0.0311946 | val_loss: 0.031199 | Time: 1765.43 ms [2022-04-07 03:23:09 main:574] : INFO : Epoch 1616 | loss: 0.0311947 | val_loss: 0.0311988 | Time: 1770.27 ms [2022-04-07 03:23:11 main:574] : INFO : Epoch 1617 | loss: 0.031195 | val_loss: 0.0311985 | Time: 1819.9 ms [2022-04-07 03:23:13 main:574] : INFO : Epoch 1618 | loss: 0.0311944 | val_loss: 0.0311982 | Time: 1826.48 ms [2022-04-07 03:23:15 main:574] : INFO : Epoch 1619 | loss: 0.0311944 | val_loss: 0.0311989 | Time: 1815.84 ms [2022-04-07 03:23:17 main:574] : INFO : Epoch 1620 | loss: 0.0311942 | val_loss: 0.0311985 | Time: 1792.96 ms [2022-04-07 03:23:18 main:574] : INFO : Epoch 1621 | loss: 0.0311941 | val_loss: 0.0311985 | Time: 1762.07 ms [2022-04-07 03:23:20 main:574] : INFO : Epoch 1622 | loss: 0.0311944 | val_loss: 0.0311981 | Time: 1793.9 ms [2022-04-07 03:23:22 main:574] : INFO : Epoch 1623 | loss: 0.031194 | val_loss: 0.0311988 | Time: 1792.68 ms [2022-04-07 03:23:24 main:574] : INFO : Epoch 1624 | loss: 0.0311942 | val_loss: 0.031198 | Time: 1791.58 ms [2022-04-07 03:23:26 main:574] : INFO : Epoch 1625 | loss: 0.0311939 | val_loss: 0.031198 | Time: 1786.22 ms [2022-04-07 03:23:27 main:574] : INFO : Epoch 1626 | loss: 0.0311939 | val_loss: 0.0311978 | Time: 1787.7 ms [2022-04-07 03:23:29 main:574] : INFO : Epoch 1627 | loss: 0.0311939 | val_loss: 0.0311979 | Time: 1779.6 ms [2022-04-07 03:23:31 main:574] : INFO : Epoch 1628 | loss: 0.0311939 | val_loss: 0.0311979 | Time: 1744.02 ms [2022-04-07 03:23:33 main:574] : INFO : Epoch 1629 | loss: 0.0311939 | val_loss: 0.0311988 | Time: 1788.35 ms [2022-04-07 03:23:35 main:574] : INFO : Epoch 1630 | loss: 0.031194 | val_loss: 0.031198 | Time: 1757.3 ms [2022-04-07 03:23:36 main:574] : INFO : Epoch 1631 | loss: 0.0311939 | val_loss: 0.0311976 | Time: 1791.82 ms [2022-04-07 03:23:38 main:574] : INFO : Epoch 1632 | loss: 0.0311938 | val_loss: 0.0311982 | Time: 1759.91 ms [2022-04-07 03:23:40 main:574] : INFO : Epoch 1633 | loss: 0.0311937 | val_loss: 0.0311973 | Time: 1810.45 ms [2022-04-07 03:23:42 main:574] : INFO : Epoch 1634 | loss: 0.0311935 | val_loss: 0.0311978 | Time: 1768.57 ms [2022-04-07 03:23:43 main:574] : INFO : Epoch 1635 | loss: 0.0311937 | val_loss: 0.0311976 | Time: 1785.35 ms [2022-04-07 03:23:45 main:574] : INFO : Epoch 1636 | loss: 0.0311938 | val_loss: 0.0311979 | Time: 1762.8 ms [2022-04-07 03:23:47 main:574] : INFO : Epoch 1637 | loss: 0.0311934 | val_loss: 0.0311973 | Time: 1782.37 ms [2022-04-07 03:23:49 main:574] : INFO : Epoch 1638 | loss: 0.0311934 | val_loss: 0.0311976 | Time: 1741.36 ms [2022-04-07 03:23:51 main:574] : INFO : Epoch 1639 | loss: 0.0311933 | val_loss: 0.0311975 | Time: 1771.23 ms [2022-04-07 03:23:52 main:574] : INFO : Epoch 1640 | loss: 0.0311933 | val_loss: 0.0311979 | Time: 1807.03 ms [2022-04-07 03:23:54 main:574] : INFO : Epoch 1641 | loss: 0.0311937 | val_loss: 0.0311979 | Time: 1779.78 ms [2022-04-07 03:23:56 main:574] : INFO : Epoch 1642 | loss: 0.0311936 | val_loss: 0.0311976 | Time: 1780.85 ms [2022-04-07 03:23:58 main:574] : INFO : Epoch 1643 | loss: 0.0311931 | val_loss: 0.0311976 | Time: 1807.22 ms [2022-04-07 03:24:00 main:574] : INFO : Epoch 1644 | loss: 0.0311935 | val_loss: 0.0311973 | Time: 1745.19 ms [2022-04-07 03:24:01 main:574] : INFO : Epoch 1645 | loss: 0.0311933 | val_loss: 0.0311977 | Time: 1790.52 ms [2022-04-07 03:24:03 main:574] : INFO : Epoch 1646 | loss: 0.0311931 | val_loss: 0.0311972 | Time: 1785.54 ms [2022-04-07 03:24:05 main:574] : INFO : Epoch 1647 | loss: 0.0311933 | val_loss: 0.0311976 | Time: 1785.15 ms [2022-04-07 03:24:07 main:574] : INFO : Epoch 1648 | loss: 0.0311933 | val_loss: 0.0311978 | Time: 1773.28 ms [2022-04-07 03:24:09 main:574] : INFO : Epoch 1649 | loss: 0.031193 | val_loss: 0.0311973 | Time: 1795.98 ms [2022-04-07 03:24:10 main:574] : INFO : Epoch 1650 | loss: 0.0311931 | val_loss: 0.0311971 | Time: 1792.8 ms [2022-04-07 03:24:12 main:574] : INFO : Epoch 1651 | loss: 0.0311933 | val_loss: 0.0311977 | Time: 1757.69 ms [2022-04-07 03:24:14 main:574] : INFO : Epoch 1652 | loss: 0.0311931 | val_loss: 0.0311983 | Time: 1785.29 ms [2022-04-07 03:24:16 main:574] : INFO : Epoch 1653 | loss: 0.0311933 | val_loss: 0.0311972 | Time: 1797.92 ms [2022-04-07 03:24:17 main:574] : INFO : Epoch 1654 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 1806.86 ms [2022-04-07 03:24:19 main:574] : INFO : Epoch 1655 | loss: 0.0311932 | val_loss: 0.0311968 | Time: 1776.97 ms [2022-04-07 03:24:21 main:574] : INFO : Epoch 1656 | loss: 0.0311927 | val_loss: 0.0311971 | Time: 1791.18 ms [2022-04-07 03:24:23 main:574] : INFO : Epoch 1657 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 1768.78 ms [2022-04-07 03:24:25 main:574] : INFO : Epoch 1658 | loss: 0.031193 | val_loss: 0.0311969 | Time: 1823.15 ms [2022-04-07 03:24:26 main:574] : INFO : Epoch 1659 | loss: 0.0311928 | val_loss: 0.0311974 | Time: 1782.97 ms [2022-04-07 03:24:28 main:574] : INFO : Epoch 1660 | loss: 0.0311931 | val_loss: 0.0311981 | Time: 1785.67 ms [2022-04-07 03:24:30 main:574] : INFO : Epoch 1661 | loss: 0.031193 | val_loss: 0.031197 | Time: 1775.14 ms [2022-04-07 03:24:32 main:574] : INFO : Epoch 1662 | loss: 0.031193 | val_loss: 0.0311965 | Time: 1794.27 ms [2022-04-07 03:24:34 main:574] : INFO : Epoch 1663 | loss: 0.0311928 | val_loss: 0.031198 | Time: 1765.77 ms [2022-04-07 03:24:35 main:574] : INFO : Epoch 1664 | loss: 0.031193 | val_loss: 0.0311958 | Time: 1801.33 ms [2022-04-07 03:24:37 main:574] : INFO : Epoch 1665 | loss: 0.0311926 | val_loss: 0.031196 | Time: 1791.97 ms [2022-04-07 03:24:39 main:574] : INFO : Epoch 1666 | loss: 0.0311925 | val_loss: 0.0311956 | Time: 1783.77 ms [2022-04-07 03:24:41 main:574] : INFO : Epoch 1667 | loss: 0.031193 | val_loss: 0.0311955 | Time: 1780.84 ms [2022-04-07 03:24:43 main:574] : INFO : Epoch 1668 | loss: 0.0311927 | val_loss: 0.0311957 | Time: 1780.13 ms [2022-04-07 03:24:44 main:574] : INFO : Epoch 1669 | loss: 0.0311929 | val_loss: 0.0311953 | Time: 1821.66 ms [2022-04-07 03:24:46 main:574] : INFO : Epoch 1670 | loss: 0.0311929 | val_loss: 0.0311951 | Time: 1847.2 ms [2022-04-07 03:24:48 main:574] : INFO : Epoch 1671 | loss: 0.0311922 | val_loss: 0.0311954 | Time: 1787.86 ms [2022-04-07 03:24:50 main:574] : INFO : Epoch 1672 | loss: 0.0311926 | val_loss: 0.0311953 | Time: 1783.47 ms [2022-04-07 03:24:52 main:574] : INFO : Epoch 1673 | loss: 0.0311925 | val_loss: 0.0311951 | Time: 1788.3 ms [2022-04-07 03:24:53 main:574] : INFO : Epoch 1674 | loss: 0.0311925 | val_loss: 0.0311956 | Time: 1784.98 ms [2022-04-07 03:24:55 main:574] : INFO : Epoch 1675 | loss: 0.0311921 | val_loss: 0.0311945 | Time: 1805.96 ms [2022-04-07 03:24:57 main:574] : INFO : Epoch 1676 | loss: 0.0311913 | val_loss: 0.031195 | Time: 1824.54 ms [2022-04-07 03:24:59 main:574] : INFO : Epoch 1677 | loss: 0.0311914 | val_loss: 0.0311941 | Time: 1791.15 ms [2022-04-07 03:25:01 main:574] : INFO : Epoch 1678 | loss: 0.031191 | val_loss: 0.0311952 | Time: 1801.32 ms [2022-04-07 03:25:03 main:574] : INFO : Epoch 1679 | loss: 0.031191 | val_loss: 0.0311941 | Time: 1899.8 ms [2022-04-07 03:25:05 main:574] : INFO : Epoch 1680 | loss: 0.0311908 | val_loss: 0.0311956 | Time: 1956.36 ms [2022-04-07 03:25:07 main:574] : INFO : Epoch 1681 | loss: 0.0311911 | val_loss: 0.0311944 | Time: 1955.5 ms [2022-04-07 03:25:09 main:574] : INFO : Epoch 1682 | loss: 0.0311909 | val_loss: 0.031194 | Time: 1963.3 ms [2022-04-07 03:25:10 main:574] : INFO : Epoch 1683 | loss: 0.031191 | val_loss: 0.0311959 | Time: 1945.18 ms [2022-04-07 03:25:12 main:574] : INFO : Epoch 1684 | loss: 0.0311911 | val_loss: 0.0311945 | Time: 1926.9 ms [2022-04-07 03:25:14 main:574] : INFO : Epoch 1685 | loss: 0.031191 | val_loss: 0.0311951 | Time: 1955.44 ms [2022-04-07 03:25:16 main:574] : INFO : Epoch 1686 | loss: 0.031191 | val_loss: 0.0311942 | Time: 1944.52 ms [2022-04-07 03:25:18 main:574] : INFO : Epoch 1687 | loss: 0.0311907 | val_loss: 0.0311948 | Time: 1927.84 ms [2022-04-07 03:25:20 main:574] : INFO : Epoch 1688 | loss: 0.0311905 | val_loss: 0.0311946 | Time: 1899.51 ms [2022-04-07 03:25:22 main:574] : INFO : Epoch 1689 | loss: 0.0311907 | val_loss: 0.0311948 | Time: 1795.49 ms [2022-04-07 03:25:24 main:574] : INFO : Epoch 1690 | loss: 0.0311905 | val_loss: 0.0311944 | Time: 1793.49 ms [2022-04-07 03:25:26 main:574] : INFO : Epoch 1691 | loss: 0.0311904 | val_loss: 0.0311949 | Time: 1767.71 ms [2022-04-07 03:25:27 main:574] : INFO : Epoch 1692 | loss: 0.0311909 | val_loss: 0.0311959 | Time: 1790.71 ms [2022-04-07 03:25:29 main:574] : INFO : Epoch 1693 | loss: 0.0311907 | val_loss: 0.0311949 | Time: 1817.41 ms [2022-04-07 03:25:31 main:574] : INFO : Epoch 1694 | loss: 0.0311906 | val_loss: 0.0311948 | Time: 1781.57 ms [2022-04-07 03:25:33 main:574] : INFO : Epoch 1695 | loss: 0.0311913 | val_loss: 0.0311948 | Time: 1790.18 ms [2022-04-07 03:25:35 main:574] : INFO : Epoch 1696 | loss: 0.0311903 | val_loss: 0.0311941 | Time: 1791.22 ms [2022-04-07 03:25:36 main:574] : INFO : Epoch 1697 | loss: 0.0311905 | val_loss: 0.0311964 | Time: 1872.57 ms [2022-04-07 03:25:38 main:574] : INFO : Epoch 1698 | loss: 0.0311917 | val_loss: 0.0311975 | Time: 1932.32 ms [2022-04-07 03:25:40 main:574] : INFO : Epoch 1699 | loss: 0.0311923 | val_loss: 0.0311953 | Time: 1932.33 ms [2022-04-07 03:25:42 main:574] : INFO : Epoch 1700 | loss: 0.0311922 | val_loss: 0.0311961 | Time: 1944.87 ms [2022-04-07 03:25:44 main:574] : INFO : Epoch 1701 | loss: 0.0311946 | val_loss: 0.0312049 | Time: 1939.39 ms [2022-04-07 03:25:46 main:574] : INFO : Epoch 1702 | loss: 0.0311934 | val_loss: 0.0311941 | Time: 1985.26 ms [2022-04-07 03:25:48 main:574] : INFO : Epoch 1703 | loss: 0.0311905 | val_loss: 0.0311946 | Time: 1960.84 ms [2022-04-07 03:25:50 main:574] : INFO : Epoch 1704 | loss: 0.0311908 | val_loss: 0.0311947 | Time: 1954.27 ms [2022-04-07 03:25:52 main:574] : INFO : Epoch 1705 | loss: 0.0311908 | val_loss: 0.0311947 | Time: 1947.56 ms [2022-04-07 03:25:54 main:574] : INFO : Epoch 1706 | loss: 0.0311907 | val_loss: 0.0311955 | Time: 2021.76 ms [2022-04-07 03:25:56 main:574] : INFO : Epoch 1707 | loss: 0.0311909 | val_loss: 0.0311955 | Time: 1965.99 ms [2022-04-07 03:25:58 main:574] : INFO : Epoch 1708 | loss: 0.0311911 | val_loss: 0.0311944 | Time: 1969.53 ms [2022-04-07 03:26:00 main:574] : INFO : Epoch 1709 | loss: 0.0311927 | val_loss: 0.0311945 | Time: 1939.09 ms [2022-04-07 03:26:02 main:574] : INFO : Epoch 1710 | loss: 0.0311905 | val_loss: 0.0311928 | Time: 1938.85 ms [2022-04-07 03:26:04 main:574] : INFO : Epoch 1711 | loss: 0.0311926 | val_loss: 0.0311942 | Time: 1933.81 ms [2022-04-07 03:26:06 main:574] : INFO : Epoch 1712 | loss: 0.0311932 | val_loss: 0.0311933 | Time: 1950.14 ms [2022-04-07 03:26:08 main:574] : INFO : Epoch 1713 | loss: 0.0311904 | val_loss: 0.0311939 | Time: 1955.8 ms [2022-04-07 03:26:10 main:574] : INFO : Epoch 1714 | loss: 0.0311903 | val_loss: 0.0311943 | Time: 1943.55 ms [2022-04-07 03:26:12 main:574] : INFO : Epoch 1715 | loss: 0.0311925 | val_loss: 0.031196 | Time: 1946.11 ms [2022-04-07 03:26:14 main:574] : INFO : Epoch 1716 | loss: 0.0312034 | val_loss: 0.0311992 | Time: 1962.99 ms [2022-04-07 03:26:16 main:574] : INFO : Epoch 1717 | loss: 0.0311908 | val_loss: 0.0311993 | Time: 1891.64 ms [2022-04-07 03:26:18 main:574] : INFO : Epoch 1718 | loss: 0.0311912 | val_loss: 0.0311943 | Time: 1954.73 ms [2022-04-07 03:26:20 main:574] : INFO : Epoch 1719 | loss: 0.0311924 | val_loss: 0.0311935 | Time: 1851.79 ms [2022-04-07 03:26:21 main:574] : INFO : Epoch 1720 | loss: 0.0311906 | val_loss: 0.0311932 | Time: 1805.85 ms [2022-04-07 03:26:23 main:574] : INFO : Epoch 1721 | loss: 0.0311898 | val_loss: 0.0311929 | Time: 1819.59 ms [2022-04-07 03:26:25 main:574] : INFO : Epoch 1722 | loss: 0.0311889 | val_loss: 0.0311942 | Time: 1793.14 ms [2022-04-07 03:26:27 main:574] : INFO : Epoch 1723 | loss: 0.0311899 | val_loss: 0.031196 | Time: 1786.1 ms [2022-04-07 03:26:29 main:574] : INFO : Epoch 1724 | loss: 0.0311903 | val_loss: 0.0311935 | Time: 1805.86 ms [2022-04-07 03:26:30 main:574] : INFO : Epoch 1725 | loss: 0.0311908 | val_loss: 0.0311922 | Time: 1757.9 ms [2022-04-07 03:26:32 main:574] : INFO : Epoch 1726 | loss: 0.0311914 | val_loss: 0.0311936 | Time: 1791.15 ms [2022-04-07 03:26:34 main:574] : INFO : Epoch 1727 | loss: 0.0311904 | val_loss: 0.0312011 | Time: 1854.78 ms [2022-04-07 03:26:36 main:574] : INFO : Epoch 1728 | loss: 0.0312071 | val_loss: 0.031215 | Time: 1809.43 ms [2022-04-07 03:26:38 main:574] : INFO : Epoch 1729 | loss: 0.0312081 | val_loss: 0.0312239 | Time: 1719.18 ms [2022-04-07 03:26:39 main:574] : INFO : Epoch 1730 | loss: 0.0311997 | val_loss: 0.0312032 | Time: 1786.98 ms [2022-04-07 03:26:41 main:574] : INFO : Epoch 1731 | loss: 0.0311949 | val_loss: 0.0311933 | Time: 1780.53 ms [2022-04-07 03:26:43 main:574] : INFO : Epoch 1732 | loss: 0.0311909 | val_loss: 0.0311981 | Time: 1759.01 ms [2022-04-07 03:26:45 main:574] : INFO : Epoch 1733 | loss: 0.0311901 | val_loss: 0.0311916 | Time: 1791.01 ms [2022-04-07 03:26:47 main:574] : INFO : Epoch 1734 | loss: 0.0311881 | val_loss: 0.0311932 | Time: 1768.17 ms [2022-04-07 03:26:48 main:574] : INFO : Epoch 1735 | loss: 0.031188 | val_loss: 0.031192 | Time: 1763.23 ms [2022-04-07 03:26:50 main:574] : INFO : Epoch 1736 | loss: 0.0311883 | val_loss: 0.0311916 | Time: 1789.26 ms [2022-04-07 03:26:52 main:574] : INFO : Epoch 1737 | loss: 0.0311889 | val_loss: 0.0311952 | Time: 1762.3 ms [2022-04-07 03:26:54 main:574] : INFO : Epoch 1738 | loss: 0.0311899 | val_loss: 0.0311953 | Time: 1789.82 ms [2022-04-07 03:26:55 main:574] : INFO : Epoch 1739 | loss: 0.03119 | val_loss: 0.0311918 | Time: 1807.75 ms [2022-04-07 03:26:57 main:574] : INFO : Epoch 1740 | loss: 0.0311888 | val_loss: 0.0311917 | Time: 1769.73 ms [2022-04-07 03:26:59 main:574] : INFO : Epoch 1741 | loss: 0.0311884 | val_loss: 0.0311924 | Time: 1778.72 ms [2022-04-07 03:27:01 main:574] : INFO : Epoch 1742 | loss: 0.0311886 | val_loss: 0.0311929 | Time: 1787.62 ms [2022-04-07 03:27:03 main:574] : INFO : Epoch 1743 | loss: 0.0311899 | val_loss: 0.0311922 | Time: 1794.34 ms [2022-04-07 03:27:04 main:574] : INFO : Epoch 1744 | loss: 0.0311896 | val_loss: 0.0311936 | Time: 1774.34 ms [2022-04-07 03:27:06 main:574] : INFO : Epoch 1745 | loss: 0.0311892 | val_loss: 0.0311918 | Time: 1787.75 ms [2022-04-07 03:27:08 main:574] : INFO : Epoch 1746 | loss: 0.0311909 | val_loss: 0.0311974 | Time: 1779.64 ms [2022-04-07 03:27:10 main:574] : INFO : Epoch 1747 | loss: 0.0311968 | val_loss: 0.0311926 | Time: 1774.02 ms [2022-04-07 03:27:12 main:574] : INFO : Epoch 1748 | loss: 0.0311927 | val_loss: 0.031191 | Time: 1826.63 ms [2022-04-07 03:27:13 main:574] : INFO : Epoch 1749 | loss: 0.0311916 | val_loss: 0.0312041 | Time: 1790.55 ms [2022-04-07 03:27:15 main:574] : INFO : Epoch 1750 | loss: 0.0311934 | val_loss: 0.0311925 | Time: 1791.98 ms [2022-04-07 03:27:17 main:574] : INFO : Epoch 1751 | loss: 0.031189 | val_loss: 0.0311922 | Time: 1777.44 ms [2022-04-07 03:27:19 main:574] : INFO : Epoch 1752 | loss: 0.0311895 | val_loss: 0.0311902 | Time: 1776.02 ms [2022-04-07 03:27:21 main:574] : INFO : Epoch 1753 | loss: 0.031188 | val_loss: 0.0311931 | Time: 1779.66 ms [2022-04-07 03:27:22 main:574] : INFO : Epoch 1754 | loss: 0.0311883 | val_loss: 0.0311904 | Time: 1768.62 ms [2022-04-07 03:27:24 main:574] : INFO : Epoch 1755 | loss: 0.0311877 | val_loss: 0.0311899 | Time: 1796.19 ms [2022-04-07 03:27:26 main:574] : INFO : Epoch 1756 | loss: 0.0311882 | val_loss: 0.0311922 | Time: 1776.76 ms [2022-04-07 03:27:28 main:574] : INFO : Epoch 1757 | loss: 0.0311894 | val_loss: 0.0311947 | Time: 1795.28 ms [2022-04-07 03:27:30 main:574] : INFO : Epoch 1758 | loss: 0.0311907 | val_loss: 0.0311921 | Time: 1779.87 ms [2022-04-07 03:27:31 main:574] : INFO : Epoch 1759 | loss: 0.0311918 | val_loss: 0.0311968 | Time: 1776.18 ms [2022-04-07 03:27:33 main:574] : INFO : Epoch 1760 | loss: 0.0311899 | val_loss: 0.0311916 | Time: 1788.79 ms [2022-04-07 03:27:35 main:574] : INFO : Epoch 1761 | loss: 0.0311884 | val_loss: 0.0311902 | Time: 1782.26 ms [2022-04-07 03:27:37 main:574] : INFO : Epoch 1762 | loss: 0.0311884 | val_loss: 0.0311939 | Time: 1780.31 ms [2022-04-07 03:27:38 main:574] : INFO : Epoch 1763 | loss: 0.0311894 | val_loss: 0.0311914 | Time: 1794.2 ms [2022-04-07 03:27:40 main:574] : INFO : Epoch 1764 | loss: 0.0311877 | val_loss: 0.0311936 | Time: 1746.92 ms [2022-04-07 03:27:42 main:574] : INFO : Epoch 1765 | loss: 0.0311903 | val_loss: 0.0311988 | Time: 1792.33 ms [2022-04-07 03:27:44 main:574] : INFO : Epoch 1766 | loss: 0.0311953 | val_loss: 0.0311906 | Time: 1806.6 ms [2022-04-07 03:27:46 main:574] : INFO : Epoch 1767 | loss: 0.0312036 | val_loss: 0.0311927 | Time: 1797.49 ms [2022-04-07 03:27:47 main:574] : INFO : Epoch 1768 | loss: 0.0311891 | val_loss: 0.031193 | Time: 1790.12 ms [2022-04-07 03:27:49 main:574] : INFO : Epoch 1769 | loss: 0.0311882 | val_loss: 0.0311915 | Time: 1763.61 ms [2022-04-07 03:27:51 main:574] : INFO : Epoch 1770 | loss: 0.0311887 | val_loss: 0.0311948 | Time: 1806.79 ms [2022-04-07 03:27:53 main:574] : INFO : Epoch 1771 | loss: 0.0311879 | val_loss: 0.0311902 | Time: 1775.4 ms [2022-04-07 03:27:55 main:574] : INFO : Epoch 1772 | loss: 0.0311881 | val_loss: 0.0311954 | Time: 1792.64 ms [2022-04-07 03:27:56 main:574] : INFO : Epoch 1773 | loss: 0.0311883 | val_loss: 0.0311905 | Time: 1795.44 ms [2022-04-07 03:27:58 main:574] : INFO : Epoch 1774 | loss: 0.0311868 | val_loss: 0.0311904 | Time: 1757.83 ms [2022-04-07 03:28:00 main:574] : INFO : Epoch 1775 | loss: 0.0311878 | val_loss: 0.0311903 | Time: 1779.59 ms [2022-04-07 03:28:02 main:574] : INFO : Epoch 1776 | loss: 0.0311865 | val_loss: 0.0311902 | Time: 1816.64 ms [2022-04-07 03:28:04 main:574] : INFO : Epoch 1777 | loss: 0.0311866 | val_loss: 0.0311904 | Time: 1783.79 ms [2022-04-07 03:28:05 main:574] : INFO : Epoch 1778 | loss: 0.031187 | val_loss: 0.031193 | Time: 1770.75 ms [2022-04-07 03:28:07 main:574] : INFO : Epoch 1779 | loss: 0.0311885 | val_loss: 0.0311935 | Time: 1784.07 ms [2022-04-07 03:28:09 main:574] : INFO : Epoch 1780 | loss: 0.0311874 | val_loss: 0.031192 | Time: 1794.48 ms [2022-04-07 03:28:11 main:574] : INFO : Epoch 1781 | loss: 0.0311929 | val_loss: 0.0312088 | Time: 1799.9 ms [2022-04-07 03:28:13 main:574] : INFO : Epoch 1782 | loss: 0.031194 | val_loss: 0.031207 | Time: 1749.97 ms [2022-04-07 03:28:14 main:574] : INFO : Epoch 1783 | loss: 0.0311913 | val_loss: 0.0311917 | Time: 1780.36 ms [2022-04-07 03:28:16 main:574] : INFO : Epoch 1784 | loss: 0.0311879 | val_loss: 0.0311916 | Time: 1776.64 ms [2022-04-07 03:28:18 main:574] : INFO : Epoch 1785 | loss: 0.0311872 | val_loss: 0.0311924 | Time: 1787.32 ms [2022-04-07 03:28:20 main:574] : INFO : Epoch 1786 | loss: 0.0311874 | val_loss: 0.0311923 | Time: 1791.52 ms [2022-04-07 03:28:22 main:574] : INFO : Epoch 1787 | loss: 0.0311866 | val_loss: 0.0311919 | Time: 1804.9 ms [2022-04-07 03:28:23 main:574] : INFO : Epoch 1788 | loss: 0.0311872 | val_loss: 0.0311917 | Time: 1756.97 ms [2022-04-07 03:28:25 main:574] : INFO : Epoch 1789 | loss: 0.0311875 | val_loss: 0.0311926 | Time: 1797.03 ms [2022-04-07 03:28:27 main:574] : INFO : Epoch 1790 | loss: 0.0311887 | val_loss: 0.0311958 | Time: 1739.53 ms [2022-04-07 03:28:29 main:574] : INFO : Epoch 1791 | loss: 0.0311875 | val_loss: 0.0311918 | Time: 1804.16 ms [2022-04-07 03:28:30 main:574] : INFO : Epoch 1792 | loss: 0.0311885 | val_loss: 0.0311935 | Time: 1803.5 ms [2022-04-07 03:28:32 main:574] : INFO : Epoch 1793 | loss: 0.0311872 | val_loss: 0.0311912 | Time: 1753.53 ms [2022-04-07 03:28:34 main:574] : INFO : Epoch 1794 | loss: 0.0311876 | val_loss: 0.0311926 | Time: 1793.89 ms [2022-04-07 03:28:36 main:574] : INFO : Epoch 1795 | loss: 0.0311868 | val_loss: 0.0311913 | Time: 1780.83 ms [2022-04-07 03:28:38 main:574] : INFO : Epoch 1796 | loss: 0.0311878 | val_loss: 0.0311919 | Time: 1786.9 ms [2022-04-07 03:28:39 main:574] : INFO : Epoch 1797 | loss: 0.0311873 | val_loss: 0.0311938 | Time: 1782.66 ms [2022-04-07 03:28:41 main:574] : INFO : Epoch 1798 | loss: 0.0311873 | val_loss: 0.0311929 | Time: 1799.46 ms [2022-04-07 03:28:43 main:574] : INFO : Epoch 1799 | loss: 0.0311864 | val_loss: 0.031191 | Time: 1753.26 ms [2022-04-07 03:28:45 main:574] : INFO : Epoch 1800 | loss: 0.0311872 | val_loss: 0.0311906 | Time: 1769.93 ms [2022-04-07 03:28:47 main:574] : INFO : Epoch 1801 | loss: 0.0311875 | val_loss: 0.0311934 | Time: 1788.55 ms [2022-04-07 03:28:48 main:574] : INFO : Epoch 1802 | loss: 0.0311886 | val_loss: 0.0311915 | Time: 1781.94 ms [2022-04-07 03:28:50 main:574] : INFO : Epoch 1803 | loss: 0.0311873 | val_loss: 0.0311931 | Time: 1786.46 ms [2022-04-07 03:28:52 main:574] : INFO : Epoch 1804 | loss: 0.0311883 | val_loss: 0.0311913 | Time: 1744.34 ms [2022-04-07 03:28:54 main:574] : INFO : Epoch 1805 | loss: 0.0311883 | val_loss: 0.0311922 | Time: 1797.1 ms [2022-04-07 03:28:55 main:574] : INFO : Epoch 1806 | loss: 0.0311882 | val_loss: 0.0311919 | Time: 1782.03 ms [2022-04-07 03:28:57 main:574] : INFO : Epoch 1807 | loss: 0.0311881 | val_loss: 0.0311922 | Time: 1774.19 ms [2022-04-07 03:28:59 main:574] : INFO : Epoch 1808 | loss: 0.0311899 | val_loss: 0.0311961 | Time: 1791.14 ms [2022-04-07 03:29:01 main:574] : INFO : Epoch 1809 | loss: 0.0311905 | val_loss: 0.0311947 | Time: 1777.67 ms [2022-04-07 03:29:03 main:574] : INFO : Epoch 1810 | loss: 0.0311885 | val_loss: 0.0311951 | Time: 1801.02 ms [2022-04-07 03:29:04 main:574] : INFO : Epoch 1811 | loss: 0.0311898 | val_loss: 0.0311908 | Time: 1764.83 ms [2022-04-07 03:29:06 main:574] : INFO : Epoch 1812 | loss: 0.031188 | val_loss: 0.0311906 | Time: 1758.12 ms [2022-04-07 03:29:08 main:574] : INFO : Epoch 1813 | loss: 0.0311873 | val_loss: 0.0311932 | Time: 1753.4 ms [2022-04-07 03:29:10 main:574] : INFO : Epoch 1814 | loss: 0.0311874 | val_loss: 0.0311918 | Time: 1772.52 ms [2022-04-07 03:29:12 main:574] : INFO : Epoch 1815 | loss: 0.0311918 | val_loss: 0.0311972 | Time: 1779.71 ms [2022-04-07 03:29:13 main:574] : INFO : Epoch 1816 | loss: 0.031188 | val_loss: 0.0311935 | Time: 1790.33 ms [2022-04-07 03:29:15 main:574] : INFO : Epoch 1817 | loss: 0.0311871 | val_loss: 0.0311912 | Time: 1800.61 ms [2022-04-07 03:29:17 main:574] : INFO : Epoch 1818 | loss: 0.0311864 | val_loss: 0.0311915 | Time: 1794.33 ms [2022-04-07 03:29:19 main:574] : INFO : Epoch 1819 | loss: 0.0311868 | val_loss: 0.0311919 | Time: 1760.83 ms [2022-04-07 03:29:21 main:574] : INFO : Epoch 1820 | loss: 0.0311874 | val_loss: 0.0311914 | Time: 1778.28 ms [2022-04-07 03:29:22 main:574] : INFO : Epoch 1821 | loss: 0.0311868 | val_loss: 0.0311907 | Time: 1794.08 ms [2022-04-07 03:29:24 main:574] : INFO : Epoch 1822 | loss: 0.031187 | val_loss: 0.031196 | Time: 1796.08 ms [2022-04-07 03:29:26 main:574] : INFO : Epoch 1823 | loss: 0.0311919 | val_loss: 0.031199 | Time: 1762.53 ms [2022-04-07 03:29:28 main:574] : INFO : Epoch 1824 | loss: 0.03119 | val_loss: 0.0311908 | Time: 1754.86 ms [2022-04-07 03:29:29 main:574] : INFO : Epoch 1825 | loss: 0.0311865 | val_loss: 0.0311908 | Time: 1802.1 ms [2022-04-07 03:29:31 main:574] : INFO : Epoch 1826 | loss: 0.0311893 | val_loss: 0.0311901 | Time: 1786.75 ms [2022-04-07 03:29:33 main:574] : INFO : Epoch 1827 | loss: 0.0311889 | val_loss: 0.0311956 | Time: 1801.5 ms [2022-04-07 03:29:35 main:574] : INFO : Epoch 1828 | loss: 0.0311916 | val_loss: 0.0311943 | Time: 1768.9 ms [2022-04-07 03:29:37 main:574] : INFO : Epoch 1829 | loss: 0.0311873 | val_loss: 0.0311903 | Time: 1806.98 ms [2022-04-07 03:29:38 main:574] : INFO : Epoch 1830 | loss: 0.0311866 | val_loss: 0.0311902 | Time: 1787.05 ms [2022-04-07 03:29:40 main:574] : INFO : Epoch 1831 | loss: 0.0311854 | val_loss: 0.0311905 | Time: 1753.34 ms [2022-04-07 03:29:42 main:574] : INFO : Epoch 1832 | loss: 0.031186 | val_loss: 0.0311903 | Time: 1749.1 ms [2022-04-07 03:29:44 main:574] : INFO : Epoch 1833 | loss: 0.0311863 | val_loss: 0.0311899 | Time: 1771.54 ms [2022-04-07 03:29:46 main:574] : INFO : Epoch 1834 | loss: 0.0311852 | val_loss: 0.0311905 | Time: 1792 ms [2022-04-07 03:29:47 main:574] : INFO : Epoch 1835 | loss: 0.0311874 | val_loss: 0.031196 | Time: 1769.98 ms [2022-04-07 03:29:49 main:574] : INFO : Epoch 1836 | loss: 0.0311873 | val_loss: 0.0311923 | Time: 1779.61 ms [2022-04-07 03:29:51 main:574] : INFO : Epoch 1837 | loss: 0.0311886 | val_loss: 0.0311924 | Time: 1761.38 ms [2022-04-07 03:29:53 main:574] : INFO : Epoch 1838 | loss: 0.0311886 | val_loss: 0.0311942 | Time: 1737.58 ms [2022-04-07 03:29:54 main:574] : INFO : Epoch 1839 | loss: 0.0311877 | val_loss: 0.0311934 | Time: 1759.11 ms [2022-04-07 03:29:56 main:574] : INFO : Epoch 1840 | loss: 0.0311901 | val_loss: 0.0311955 | Time: 1794.93 ms [2022-04-07 03:29:58 main:574] : INFO : Epoch 1841 | loss: 0.0311909 | val_loss: 0.0311929 | Time: 1764.81 ms [2022-04-07 03:30:00 main:574] : INFO : Epoch 1842 | loss: 0.0311868 | val_loss: 0.0311932 | Time: 1763.1 ms [2022-04-07 03:30:02 main:574] : INFO : Epoch 1843 | loss: 0.0311863 | val_loss: 0.0311926 | Time: 1778.19 ms [2022-04-07 03:30:03 main:574] : INFO : Epoch 1844 | loss: 0.0311913 | val_loss: 0.031196 | Time: 1786.61 ms [2022-04-07 03:30:05 main:574] : INFO : Epoch 1845 | loss: 0.0311877 | val_loss: 0.0311958 | Time: 1796.56 ms [2022-04-07 03:30:07 main:574] : INFO : Epoch 1846 | loss: 0.0311882 | val_loss: 0.0311901 | Time: 1796.33 ms [2022-04-07 03:30:09 main:574] : INFO : Epoch 1847 | loss: 0.0311853 | val_loss: 0.0311909 | Time: 1800.03 ms [2022-04-07 03:30:11 main:574] : INFO : Epoch 1848 | loss: 0.0311849 | val_loss: 0.0311921 | Time: 1812.95 ms [2022-04-07 03:30:12 main:574] : INFO : Epoch 1849 | loss: 0.0311854 | val_loss: 0.0311904 | Time: 1769.05 ms [2022-04-07 03:30:14 main:574] : INFO : Epoch 1850 | loss: 0.0311846 | val_loss: 0.0311944 | Time: 1765.28 ms [2022-04-07 03:30:16 main:574] : INFO : Epoch 1851 | loss: 0.0311876 | val_loss: 0.0311998 | Time: 1822.31 ms [2022-04-07 03:30:18 main:574] : INFO : Epoch 1852 | loss: 0.0311912 | val_loss: 0.0311912 | Time: 1782.29 ms [2022-04-07 03:30:20 main:574] : INFO : Epoch 1853 | loss: 0.0311877 | val_loss: 0.0311905 | Time: 1763.6 ms [2022-04-07 03:30:21 main:574] : INFO : Epoch 1854 | loss: 0.0311854 | val_loss: 0.0311897 | Time: 1793.34 ms [2022-04-07 03:30:23 main:574] : INFO : Epoch 1855 | loss: 0.0311849 | val_loss: 0.0311893 | Time: 1793.21 ms [2022-04-07 03:30:25 main:574] : INFO : Epoch 1856 | loss: 0.0311845 | val_loss: 0.0311902 | Time: 1794.93 ms [2022-04-07 03:30:27 main:574] : INFO : Epoch 1857 | loss: 0.031185 | val_loss: 0.0311908 | Time: 1803.51 ms [2022-04-07 03:30:29 main:574] : INFO : Epoch 1858 | loss: 0.0311854 | val_loss: 0.0311907 | Time: 1775.59 ms [2022-04-07 03:30:30 main:574] : INFO : Epoch 1859 | loss: 0.0311847 | val_loss: 0.0311896 | Time: 1782.74 ms [2022-04-07 03:30:32 main:574] : INFO : Epoch 1860 | loss: 0.0311838 | val_loss: 0.0311897 | Time: 1814 ms [2022-04-07 03:30:34 main:574] : INFO : Epoch 1861 | loss: 0.031185 | val_loss: 0.0311933 | Time: 1780.67 ms [2022-04-07 03:30:36 main:574] : INFO : Epoch 1862 | loss: 0.0311853 | val_loss: 0.0311919 | Time: 1844.91 ms [2022-04-07 03:30:38 main:574] : INFO : Epoch 1863 | loss: 0.0311847 | val_loss: 0.0311871 | Time: 1779.26 ms [2022-04-07 03:30:39 main:574] : INFO : Epoch 1864 | loss: 0.0311849 | val_loss: 0.0311873 | Time: 1770.05 ms [2022-04-07 03:30:41 main:574] : INFO : Epoch 1865 | loss: 0.0311841 | val_loss: 0.0311879 | Time: 1801.13 ms [2022-04-07 03:30:43 main:574] : INFO : Epoch 1866 | loss: 0.0311859 | val_loss: 0.0311942 | Time: 1777.57 ms [2022-04-07 03:30:45 main:574] : INFO : Epoch 1867 | loss: 0.0311916 | val_loss: 0.0311975 | Time: 1786.76 ms [2022-04-07 03:30:47 main:574] : INFO : Epoch 1868 | loss: 0.0311869 | val_loss: 0.0311884 | Time: 1795.57 ms [2022-04-07 03:30:48 main:574] : INFO : Epoch 1869 | loss: 0.0311862 | val_loss: 0.0311996 | Time: 1791 ms [2022-04-07 03:30:50 main:574] : INFO : Epoch 1870 | loss: 0.0311872 | val_loss: 0.0311885 | Time: 1803.5 ms [2022-04-07 03:30:52 main:574] : INFO : Epoch 1871 | loss: 0.0311843 | val_loss: 0.0311866 | Time: 1756.06 ms [2022-04-07 03:30:54 main:574] : INFO : Epoch 1872 | loss: 0.0311839 | val_loss: 0.0311873 | Time: 1847.7 ms [2022-04-07 03:30:56 main:574] : INFO : Epoch 1873 | loss: 0.0311837 | val_loss: 0.0311868 | Time: 1768.81 ms [2022-04-07 03:30:57 main:574] : INFO : Epoch 1874 | loss: 0.031183 | val_loss: 0.0311865 | Time: 1783.52 ms [2022-04-07 03:30:59 main:574] : INFO : Epoch 1875 | loss: 0.0311857 | val_loss: 0.0311914 | Time: 1772.12 ms [2022-04-07 03:31:01 main:574] : INFO : Epoch 1876 | loss: 0.0311884 | val_loss: 0.0311906 | Time: 1785.07 ms [2022-04-07 03:31:03 main:574] : INFO : Epoch 1877 | loss: 0.0311879 | val_loss: 0.0311864 | Time: 1761.2 ms [2022-04-07 03:31:04 main:574] : INFO : Epoch 1878 | loss: 0.0311832 | val_loss: 0.0311857 | Time: 1796.6 ms [2022-04-07 03:31:06 main:574] : INFO : Epoch 1879 | loss: 0.0311828 | val_loss: 0.031186 | Time: 1785.75 ms [2022-04-07 03:31:08 main:574] : INFO : Epoch 1880 | loss: 0.0311832 | val_loss: 0.0311848 | Time: 1772.15 ms [2022-04-07 03:31:10 main:574] : INFO : Epoch 1881 | loss: 0.0311831 | val_loss: 0.0311894 | Time: 1760.51 ms [2022-04-07 03:31:12 main:574] : INFO : Epoch 1882 | loss: 0.0311826 | val_loss: 0.0311844 | Time: 1789.13 ms [2022-04-07 03:31:13 main:574] : INFO : Epoch 1883 | loss: 0.031183 | val_loss: 0.0311843 | Time: 1753.2 ms [2022-04-07 03:31:15 main:574] : INFO : Epoch 1884 | loss: 0.0311868 | val_loss: 0.0311912 | Time: 1786.44 ms [2022-04-07 03:31:17 main:574] : INFO : Epoch 1885 | loss: 0.0311844 | val_loss: 0.0311864 | Time: 1746.03 ms [2022-04-07 03:31:19 main:574] : INFO : Epoch 1886 | loss: 0.0311828 | val_loss: 0.0311867 | Time: 1789.18 ms [2022-04-07 03:31:21 main:574] : INFO : Epoch 1887 | loss: 0.0311854 | val_loss: 0.0311862 | Time: 1780.14 ms [2022-04-07 03:31:22 main:574] : INFO : Epoch 1888 | loss: 0.031182 | val_loss: 0.0311849 | Time: 1787.72 ms [2022-04-07 03:31:24 main:574] : INFO : Epoch 1889 | loss: 0.031182 | val_loss: 0.031185 | Time: 1772.65 ms [2022-04-07 03:31:26 main:574] : INFO : Epoch 1890 | loss: 0.031182 | val_loss: 0.0311844 | Time: 1768.26 ms [2022-04-07 03:31:28 main:574] : INFO : Epoch 1891 | loss: 0.0311832 | val_loss: 0.0311844 | Time: 1801.26 ms [2022-04-07 03:31:29 main:574] : INFO : Epoch 1892 | loss: 0.0311839 | val_loss: 0.0311854 | Time: 1774.44 ms [2022-04-07 03:31:31 main:574] : INFO : Epoch 1893 | loss: 0.0311815 | val_loss: 0.0311862 | Time: 1779.29 ms [2022-04-07 03:31:33 main:574] : INFO : Epoch 1894 | loss: 0.0311811 | val_loss: 0.0311849 | Time: 1798.64 ms [2022-04-07 03:31:35 main:574] : INFO : Epoch 1895 | loss: 0.0311814 | val_loss: 0.0311861 | Time: 1757.17 ms [2022-04-07 03:31:37 main:574] : INFO : Epoch 1896 | loss: 0.0311815 | val_loss: 0.0311842 | Time: 1750.58 ms [2022-04-07 03:31:38 main:574] : INFO : Epoch 1897 | loss: 0.0311815 | val_loss: 0.0311867 | Time: 1787.76 ms [2022-04-07 03:31:40 main:574] : INFO : Epoch 1898 | loss: 0.0311822 | val_loss: 0.031187 | Time: 1781.02 ms [2022-04-07 03:31:42 main:574] : INFO : Epoch 1899 | loss: 0.0311853 | val_loss: 0.031186 | Time: 1759.73 ms [2022-04-07 03:31:44 main:574] : INFO : Epoch 1900 | loss: 0.031184 | val_loss: 0.0311854 | Time: 1777.06 ms [2022-04-07 03:31:46 main:574] : INFO : Epoch 1901 | loss: 0.0311863 | val_loss: 0.0311955 | Time: 1782.46 ms [2022-04-07 03:31:47 main:574] : INFO : Epoch 1902 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 1743.27 ms [2022-04-07 03:31:49 main:574] : INFO : Epoch 1903 | loss: 0.0311823 | val_loss: 0.0311887 | Time: 1771.03 ms [2022-04-07 03:31:51 main:574] : INFO : Epoch 1904 | loss: 0.0311819 | val_loss: 0.0311857 | Time: 1776.96 ms [2022-04-07 03:31:53 main:574] : INFO : Epoch 1905 | loss: 0.0311817 | val_loss: 0.031186 | Time: 1763.81 ms [2022-04-07 03:31:54 main:574] : INFO : Epoch 1906 | loss: 0.0311819 | val_loss: 0.0311876 | Time: 1788.93 ms [2022-04-07 03:31:56 main:574] : INFO : Epoch 1907 | loss: 0.0311833 | val_loss: 0.0311866 | Time: 1763.92 ms [2022-04-07 03:31:58 main:574] : INFO : Epoch 1908 | loss: 0.0311825 | val_loss: 0.0311852 | Time: 1807.07 ms [2022-04-07 03:32:00 main:574] : INFO : Epoch 1909 | loss: 0.0311805 | val_loss: 0.0311865 | Time: 1809.37 ms [2022-04-07 03:32:02 main:574] : INFO : Epoch 1910 | loss: 0.0311823 | val_loss: 0.0311854 | Time: 1778.55 ms [2022-04-07 03:32:03 main:574] : INFO : Epoch 1911 | loss: 0.0311812 | val_loss: 0.0311846 | Time: 1775.86 ms [2022-04-07 03:32:05 main:574] : INFO : Epoch 1912 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 1755.46 ms [2022-04-07 03:32:07 main:574] : INFO : Epoch 1913 | loss: 0.0311851 | val_loss: 0.0311857 | Time: 1775.24 ms [2022-04-07 03:32:09 main:574] : INFO : Epoch 1914 | loss: 0.0311826 | val_loss: 0.031183 | Time: 1769.8 ms [2022-04-07 03:32:10 main:574] : INFO : Epoch 1915 | loss: 0.0311811 | val_loss: 0.0311831 | Time: 1771.37 ms [2022-04-07 03:32:12 main:574] : INFO : Epoch 1916 | loss: 0.03118 | val_loss: 0.031183 | Time: 1817.57 ms [2022-04-07 03:32:14 main:574] : INFO : Epoch 1917 | loss: 0.0311809 | val_loss: 0.0311845 | Time: 1801.24 ms [2022-04-07 03:32:16 main:574] : INFO : Epoch 1918 | loss: 0.0311811 | val_loss: 0.0311837 | Time: 1803.58 ms [2022-04-07 03:32:18 main:574] : INFO : Epoch 1919 | loss: 0.031181 | val_loss: 0.031183 | Time: 1768.05 ms [2022-04-07 03:32:19 main:574] : INFO : Epoch 1920 | loss: 0.0311818 | val_loss: 0.0311833 | Time: 1778.91 ms [2022-04-07 03:32:21 main:574] : INFO : Epoch 1921 | loss: 0.0311814 | val_loss: 0.0311842 | Time: 1789.31 ms [2022-04-07 03:32:23 main:574] : INFO : Epoch 1922 | loss: 0.031181 | val_loss: 0.0311824 | Time: 1780.77 ms [2022-04-07 03:32:25 main:574] : INFO : Epoch 1923 | loss: 0.0311822 | val_loss: 0.0311858 | Time: 1764.57 ms [2022-04-07 03:32:27 main:574] : INFO : Epoch 1924 | loss: 0.0311799 | val_loss: 0.0311824 | Time: 1792.14 ms [2022-04-07 03:32:28 main:574] : INFO : Epoch 1925 | loss: 0.0311802 | val_loss: 0.0311849 | Time: 1778.9 ms [2022-04-07 03:32:30 main:574] : INFO : Epoch 1926 | loss: 0.0311795 | val_loss: 0.0311934 | Time: 1764.75 ms [2022-04-07 03:32:32 main:574] : INFO : Epoch 1927 | loss: 0.0311822 | val_loss: 0.0311831 | Time: 1795.24 ms [2022-04-07 03:32:34 main:574] : INFO : Epoch 1928 | loss: 0.0311804 | val_loss: 0.0311837 | Time: 1806.05 ms [2022-04-07 03:32:36 main:574] : INFO : Epoch 1929 | loss: 0.0311805 | val_loss: 0.0311868 | Time: 1754.15 ms [2022-04-07 03:32:37 main:574] : INFO : Epoch 1930 | loss: 0.03118 | val_loss: 0.0311834 | Time: 1769 ms [2022-04-07 03:32:39 main:574] : INFO : Epoch 1931 | loss: 0.03118 | val_loss: 0.0311869 | Time: 1808.57 ms [2022-04-07 03:32:41 main:574] : INFO : Epoch 1932 | loss: 0.0311799 | val_loss: 0.0311869 | Time: 1742.14 ms [2022-04-07 03:32:43 main:574] : INFO : Epoch 1933 | loss: 0.0311824 | val_loss: 0.0311842 | Time: 1803.1 ms [2022-04-07 03:32:45 main:574] : INFO : Epoch 1934 | loss: 0.0311795 | val_loss: 0.0311836 | Time: 1793.4 ms [2022-04-07 03:32:46 main:574] : INFO : Epoch 1935 | loss: 0.0311792 | val_loss: 0.0311822 | Time: 1754.26 ms [2022-04-07 03:32:48 main:574] : INFO : Epoch 1936 | loss: 0.031178 | val_loss: 0.0311824 | Time: 1789.45 ms [2022-04-07 03:32:50 main:574] : INFO : Epoch 1937 | loss: 0.0311788 | val_loss: 0.0311842 | Time: 1760.81 ms [2022-04-07 03:32:52 main:574] : INFO : Epoch 1938 | loss: 0.0311798 | val_loss: 0.0311826 | Time: 1802.71 ms [2022-04-07 03:32:53 main:574] : INFO : Epoch 1939 | loss: 0.031179 | val_loss: 0.0311827 | Time: 1756.47 ms [2022-04-07 03:32:55 main:574] : INFO : Epoch 1940 | loss: 0.0311781 | val_loss: 0.0311824 | Time: 1777.62 ms [2022-04-07 03:32:57 main:574] : INFO : Epoch 1941 | loss: 0.0311796 | val_loss: 0.0311826 | Time: 1817.25 ms [2022-04-07 03:32:59 main:574] : INFO : Epoch 1942 | loss: 0.0311807 | val_loss: 0.0311826 | Time: 1792.54 ms [2022-04-07 03:33:01 main:574] : INFO : Epoch 1943 | loss: 0.0311817 | val_loss: 0.0311851 | Time: 1802.15 ms [2022-04-07 03:33:02 main:574] : INFO : Epoch 1944 | loss: 0.0311816 | val_loss: 0.0311864 | Time: 1749.98 ms [2022-04-07 03:33:04 main:574] : INFO : Epoch 1945 | loss: 0.0311811 | val_loss: 0.0311834 | Time: 1809.44 ms [2022-04-07 03:33:06 main:574] : INFO : Epoch 1946 | loss: 0.0311779 | val_loss: 0.0311827 | Time: 1780.8 ms [2022-04-07 03:33:08 main:574] : INFO : Epoch 1947 | loss: 0.0311785 | val_loss: 0.0311821 | Time: 1893.22 ms [2022-04-07 03:33:10 main:574] : INFO : Epoch 1948 | loss: 0.0311803 | val_loss: 0.0311834 | Time: 1799.93 ms [2022-04-07 03:33:12 main:574] : INFO : Epoch 1949 | loss: 0.0311777 | val_loss: 0.0311828 | Time: 1780.68 ms [2022-04-07 03:33:13 main:574] : INFO : Epoch 1950 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 1745.69 ms [2022-04-07 03:33:15 main:574] : INFO : Epoch 1951 | loss: 0.0311788 | val_loss: 0.0311961 | Time: 1874.37 ms [2022-04-07 03:33:17 main:574] : INFO : Epoch 1952 | loss: 0.0311843 | val_loss: 0.0311837 | Time: 1760.97 ms [2022-04-07 03:33:19 main:574] : INFO : Epoch 1953 | loss: 0.031181 | val_loss: 0.0311852 | Time: 1767.92 ms [2022-04-07 03:33:20 main:574] : INFO : Epoch 1954 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 1774.01 ms [2022-04-07 03:33:22 main:574] : INFO : Epoch 1955 | loss: 0.0311774 | val_loss: 0.0311819 | Time: 1778.25 ms [2022-04-07 03:33:24 main:574] : INFO : Epoch 1956 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 1801.08 ms [2022-04-07 03:33:26 main:574] : INFO : Epoch 1957 | loss: 0.0311787 | val_loss: 0.0311861 | Time: 1776.08 ms [2022-04-07 03:33:28 main:574] : INFO : Epoch 1958 | loss: 0.0311795 | val_loss: 0.0311824 | Time: 1765.28 ms [2022-04-07 03:33:29 main:574] : INFO : Epoch 1959 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 1798.49 ms [2022-04-07 03:33:31 main:574] : INFO : Epoch 1960 | loss: 0.0311781 | val_loss: 0.0311829 | Time: 1772.85 ms [2022-04-07 03:33:33 main:574] : INFO : Epoch 1961 | loss: 0.0311779 | val_loss: 0.0311818 | Time: 1789.16 ms [2022-04-07 03:33:35 main:574] : INFO : Epoch 1962 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 1776.47 ms [2022-04-07 03:33:37 main:574] : INFO : Epoch 1963 | loss: 0.0311784 | val_loss: 0.0311831 | Time: 1766.91 ms [2022-04-07 03:33:38 main:574] : INFO : Epoch 1964 | loss: 0.0311789 | val_loss: 0.031183 | Time: 1829.81 ms [2022-04-07 03:33:40 main:574] : INFO : Epoch 1965 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 1755.92 ms [2022-04-07 03:33:42 main:574] : INFO : Epoch 1966 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 1792.23 ms [2022-04-07 03:33:44 main:574] : INFO : Epoch 1967 | loss: 0.0311776 | val_loss: 0.0311812 | Time: 1789.25 ms [2022-04-07 03:33:46 main:574] : INFO : Epoch 1968 | loss: 0.0311789 | val_loss: 0.0311905 | Time: 1801.28 ms [2022-04-07 03:33:47 main:574] : INFO : Epoch 1969 | loss: 0.0311804 | val_loss: 0.0311824 | Time: 1803.56 ms [2022-04-07 03:33:49 main:574] : INFO : Epoch 1970 | loss: 0.0311778 | val_loss: 0.0311816 | Time: 1789.96 ms [2022-04-07 03:33:51 main:574] : INFO : Epoch 1971 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 1799.07 ms [2022-04-07 03:33:53 main:574] : INFO : Epoch 1972 | loss: 0.0311781 | val_loss: 0.0311838 | Time: 1810.34 ms [2022-04-07 03:33:55 main:574] : INFO : Epoch 1973 | loss: 0.031177 | val_loss: 0.0311817 | Time: 1749.53 ms [2022-04-07 03:33:57 main:574] : INFO : Epoch 1974 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 1814.44 ms [2022-04-07 03:33:58 main:574] : INFO : Epoch 1975 | loss: 0.0311792 | val_loss: 0.0311823 | Time: 1765.97 ms [2022-04-07 03:34:00 main:574] : INFO : Epoch 1976 | loss: 0.0311797 | val_loss: 0.0311858 | Time: 1779.99 ms [2022-04-07 03:34:02 main:574] : INFO : Epoch 1977 | loss: 0.031179 | val_loss: 0.0311853 | Time: 1783.93 ms [2022-04-07 03:34:04 main:574] : INFO : Epoch 1978 | loss: 0.0311786 | val_loss: 0.031182 | Time: 1784.45 ms [2022-04-07 03:34:05 main:574] : INFO : Epoch 1979 | loss: 0.0311802 | val_loss: 0.0311823 | Time: 1815.38 ms [2022-04-07 03:34:07 main:574] : INFO : Epoch 1980 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 1762.5 ms [2022-04-07 03:34:09 main:574] : INFO : Epoch 1981 | loss: 0.0311787 | val_loss: 0.0311842 | Time: 1792.79 ms [2022-04-07 03:34:11 main:574] : INFO : Epoch 1982 | loss: 0.0311819 | val_loss: 0.0311838 | Time: 1792.61 ms [2022-04-07 03:34:13 main:574] : INFO : Epoch 1983 | loss: 0.0311793 | val_loss: 0.031182 | Time: 1747.37 ms [2022-04-07 03:34:14 main:574] : INFO : Epoch 1984 | loss: 0.031179 | val_loss: 0.0311807 | Time: 1775.72 ms [2022-04-07 03:34:16 main:574] : INFO : Epoch 1985 | loss: 0.0311782 | val_loss: 0.0311816 | Time: 1765.53 ms [2022-04-07 03:34:18 main:574] : INFO : Epoch 1986 | loss: 0.0311781 | val_loss: 0.0311829 | Time: 1751.01 ms [2022-04-07 03:34:20 main:574] : INFO : Epoch 1987 | loss: 0.031177 | val_loss: 0.0311806 | Time: 1776.05 ms [2022-04-07 03:34:22 main:574] : INFO : Epoch 1988 | loss: 0.0311774 | val_loss: 0.0311828 | Time: 1796.74 ms [2022-04-07 03:34:23 main:574] : INFO : Epoch 1989 | loss: 0.0311799 | val_loss: 0.0311823 | Time: 1725.56 ms [2022-04-07 03:34:25 main:574] : INFO : Epoch 1990 | loss: 0.03118 | val_loss: 0.0311833 | Time: 1823.51 ms [2022-04-07 03:34:27 main:574] : INFO : Epoch 1991 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 1781.51 ms [2022-04-07 03:34:29 main:574] : INFO : Epoch 1992 | loss: 0.0311775 | val_loss: 0.031183 | Time: 1782.06 ms [2022-04-07 03:34:30 main:574] : INFO : Epoch 1993 | loss: 0.0311796 | val_loss: 0.0311822 | Time: 1785.68 ms [2022-04-07 03:34:32 main:574] : INFO : Epoch 1994 | loss: 0.0311847 | val_loss: 0.0311871 | Time: 1774.15 ms [2022-04-07 03:34:34 main:574] : INFO : Epoch 1995 | loss: 0.0311804 | val_loss: 0.0311827 | Time: 1784.92 ms [2022-04-07 03:34:36 main:574] : INFO : Epoch 1996 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 1809.47 ms [2022-04-07 03:34:38 main:574] : INFO : Epoch 1997 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 1762.57 ms [2022-04-07 03:34:39 main:574] : INFO : Epoch 1998 | loss: 0.0311784 | val_loss: 0.0311823 | Time: 1793.09 ms [2022-04-07 03:34:41 main:574] : INFO : Epoch 1999 | loss: 0.0311792 | val_loss: 0.0311824 | Time: 1793.86 ms [2022-04-07 03:34:43 main:574] : INFO : Epoch 2000 | loss: 0.0311796 | val_loss: 0.0311834 | Time: 1818.95 ms [2022-04-07 03:34:45 main:574] : INFO : Epoch 2001 | loss: 0.0311802 | val_loss: 0.0311872 | Time: 1825.59 ms [2022-04-07 03:34:47 main:574] : INFO : Epoch 2002 | loss: 0.0311805 | val_loss: 0.0311812 | Time: 1798.38 ms [2022-04-07 03:34:48 main:574] : INFO : Epoch 2003 | loss: 0.0311785 | val_loss: 0.0311818 | Time: 1773.79 ms [2022-04-07 03:34:50 main:574] : INFO : Epoch 2004 | loss: 0.0311788 | val_loss: 0.0311842 | Time: 1774.6 ms [2022-04-07 03:34:52 main:574] : INFO : Epoch 2005 | loss: 0.0311824 | val_loss: 0.0311836 | Time: 1741.45 ms [2022-04-07 03:34:54 main:574] : INFO : Epoch 2006 | loss: 0.0311802 | val_loss: 0.031182 | Time: 1787.08 ms [2022-04-07 03:34:56 main:574] : INFO : Epoch 2007 | loss: 0.0311794 | val_loss: 0.0311808 | Time: 1805.58 ms [2022-04-07 03:34:57 main:574] : INFO : Epoch 2008 | loss: 0.0311784 | val_loss: 0.0311789 | Time: 1776.35 ms [2022-04-07 03:34:59 main:574] : INFO : Epoch 2009 | loss: 0.0311792 | val_loss: 0.0311844 | Time: 1763.36 ms [2022-04-07 03:35:01 main:574] : INFO : Epoch 2010 | loss: 0.031179 | val_loss: 0.031182 | Time: 1800.14 ms [2022-04-07 03:35:03 main:574] : INFO : Epoch 2011 | loss: 0.031178 | val_loss: 0.0311798 | Time: 1750.71 ms [2022-04-07 03:35:05 main:574] : INFO : Epoch 2012 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 1769.56 ms [2022-04-07 03:35:06 main:574] : INFO : Epoch 2013 | loss: 0.0311769 | val_loss: 0.0311789 | Time: 1793.16 ms [2022-04-07 03:35:08 main:574] : INFO : Epoch 2014 | loss: 0.031177 | val_loss: 0.03118 | Time: 1773.57 ms [2022-04-07 03:35:10 main:574] : INFO : Epoch 2015 | loss: 0.0311789 | val_loss: 0.0311837 | Time: 1811.91 ms [2022-04-07 03:35:12 main:574] : INFO : Epoch 2016 | loss: 0.031181 | val_loss: 0.0311799 | Time: 1761.64 ms [2022-04-07 03:35:13 main:574] : INFO : Epoch 2017 | loss: 0.0311823 | val_loss: 0.0311913 | Time: 1774.93 ms [2022-04-07 03:35:15 main:574] : INFO : Epoch 2018 | loss: 0.0311803 | val_loss: 0.0311782 | Time: 1804.27 ms [2022-04-07 03:35:17 main:574] : INFO : Epoch 2019 | loss: 0.0311786 | val_loss: 0.0311786 | Time: 1788.52 ms [2022-04-07 03:35:19 main:574] : INFO : Epoch 2020 | loss: 0.0311771 | val_loss: 0.0311792 | Time: 1822.04 ms [2022-04-07 03:35:21 main:574] : INFO : Epoch 2021 | loss: 0.0311766 | val_loss: 0.03118 | Time: 1797.58 ms [2022-04-07 03:35:23 main:574] : INFO : Epoch 2022 | loss: 0.031177 | val_loss: 0.0311813 | Time: 1813.48 ms [2022-04-07 03:35:24 main:574] : INFO : Epoch 2023 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 1807.32 ms [2022-04-07 03:35:26 main:574] : INFO : Epoch 2024 | loss: 0.0311775 | val_loss: 0.0311792 | Time: 1801.66 ms [2022-04-07 03:35:28 main:574] : INFO : Epoch 2025 | loss: 0.031178 | val_loss: 0.031183 | Time: 1777.98 ms [2022-04-07 03:35:30 main:574] : INFO : Epoch 2026 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 1788.64 ms [2022-04-07 03:35:32 main:574] : INFO : Epoch 2027 | loss: 0.0311769 | val_loss: 0.0311804 | Time: 1777.45 ms [2022-04-07 03:35:33 main:574] : INFO : Epoch 2028 | loss: 0.0311783 | val_loss: 0.0311817 | Time: 1815.94 ms [2022-04-07 03:35:35 main:574] : INFO : Epoch 2029 | loss: 0.0311777 | val_loss: 0.0311829 | Time: 1806.23 ms [2022-04-07 03:35:37 main:574] : INFO : Epoch 2030 | loss: 0.0311783 | val_loss: 0.0311808 | Time: 1785.29 ms [2022-04-07 03:35:39 main:574] : INFO : Epoch 2031 | loss: 0.0311771 | val_loss: 0.0311836 | Time: 1763.36 ms [2022-04-07 03:35:41 main:574] : INFO : Epoch 2032 | loss: 0.0311778 | val_loss: 0.0311837 | Time: 1800.7 ms [2022-04-07 03:35:42 main:574] : INFO : Epoch 2033 | loss: 0.0311766 | val_loss: 0.0311801 | Time: 1758.87 ms [2022-04-07 03:35:44 main:574] : INFO : Epoch 2034 | loss: 0.031176 | val_loss: 0.0311819 | Time: 1795.29 ms [2022-04-07 03:35:46 main:574] : INFO : Epoch 2035 | loss: 0.0311787 | val_loss: 0.03118 | Time: 1787.74 ms [2022-04-07 03:35:48 main:574] : INFO : Epoch 2036 | loss: 0.0311789 | val_loss: 0.0311821 | Time: 1791.8 ms [2022-04-07 03:35:50 main:574] : INFO : Epoch 2037 | loss: 0.031179 | val_loss: 0.0311801 | Time: 1794.3 ms [2022-04-07 03:35:51 main:574] : INFO : Epoch 2038 | loss: 0.0311782 | val_loss: 0.0311818 | Time: 1807.73 ms [2022-04-07 03:35:53 main:574] : INFO : Epoch 2039 | loss: 0.03118 | val_loss: 0.0311828 | Time: 1812.31 ms [2022-04-07 03:35:55 main:574] : INFO : Epoch 2040 | loss: 0.0311804 | val_loss: 0.0311826 | Time: 1782.56 ms [2022-04-07 03:35:57 main:574] : INFO : Epoch 2041 | loss: 0.0311803 | val_loss: 0.0311815 | Time: 1761.06 ms [2022-04-07 03:35:59 main:574] : INFO : Epoch 2042 | loss: 0.0311799 | val_loss: 0.0311834 | Time: 1818.52 ms [2022-04-07 03:36:00 main:574] : INFO : Epoch 2043 | loss: 0.0311834 | val_loss: 0.0311828 | Time: 1778.5 ms [2022-04-07 03:36:02 main:574] : INFO : Epoch 2044 | loss: 0.0311802 | val_loss: 0.0311826 | Time: 1801.34 ms [2022-04-07 03:36:04 main:574] : INFO : Epoch 2045 | loss: 0.0311802 | val_loss: 0.0311873 | Time: 1787.49 ms [2022-04-07 03:36:06 main:574] : INFO : Epoch 2046 | loss: 0.0311814 | val_loss: 0.0311817 | Time: 1779.58 ms [2022-04-07 03:36:07 main:574] : INFO : Epoch 2047 | loss: 0.0311793 | val_loss: 0.0311845 | Time: 1746.95 ms [2022-04-07 03:36:09 main:574] : INFO : Epoch 2048 | loss: 0.0311852 | val_loss: 0.0311852 | Time: 1799.36 ms [2022-04-07 03:36:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311852 [2022-04-07 03:36:09 main:603] : INFO : Saving end state to config to file [2022-04-07 03:36:09 main:608] : INFO : Success, exiting.. 03:36:09 (3912): 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)