Task 5168096
| Name | ParityMachine-1619235081-27462-2_0 |
| Workunit | 3105042 |
| Created | 9 May 2021, 0:54:37 UTC |
| Sent | 18 May 2021, 3:45:58 UTC |
| Report deadline | 25 May 2021, 3:45:58 UTC |
| Received | 19 May 2021, 1:06:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 312 |
| Run time | 59 min 6 sec |
| CPU time | 59 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,339.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.43 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> 64.14 ms [2021-05-18 19:51:18 main:581] : INFO : Epoch 1538 | loss: 0.0311226 | val_loss: 0.0311428 | Time: 1689.06 ms [2021-05-18 19:51:19 main:581] : INFO : Epoch 1539 | loss: 0.0311267 | val_loss: 0.0311358 | Time: 1759.15 ms [2021-05-18 19:51:21 main:581] : INFO : Epoch 1540 | loss: 0.0311229 | val_loss: 0.0311332 | Time: 1782.81 ms [2021-05-18 19:51:23 main:581] : INFO : Epoch 1541 | loss: 0.0311181 | val_loss: 0.0311455 | Time: 1731.56 ms [2021-05-18 19:51:25 main:581] : INFO : Epoch 1542 | loss: 0.0311161 | val_loss: 0.0311375 | Time: 1765.05 ms [2021-05-18 19:51:26 main:581] : INFO : Epoch 1543 | loss: 0.0311109 | val_loss: 0.0311298 | Time: 1840.73 ms [2021-05-18 19:51:28 main:581] : INFO : Epoch 1544 | loss: 0.0311083 | val_loss: 0.0311345 | Time: 1667.46 ms [2021-05-18 19:51:30 main:581] : INFO : Epoch 1545 | loss: 0.0311057 | val_loss: 0.0311315 | Time: 1739.42 ms [2021-05-18 19:51:32 main:581] : INFO : Epoch 1546 | loss: 0.0311042 | val_loss: 0.0311316 | Time: 1809.04 ms [2021-05-18 19:51:33 main:581] : INFO : Epoch 1547 | loss: 0.0311006 | val_loss: 0.0311286 | Time: 1641.38 ms [2021-05-18 19:51:35 main:581] : INFO : Epoch 1548 | loss: 0.0310979 | val_loss: 0.0311322 | Time: 1739.94 ms [2021-05-18 19:51:37 main:581] : INFO : Epoch 1549 | loss: 0.0310983 | val_loss: 0.0311299 | Time: 1611.6 ms [2021-05-18 19:51:38 main:581] : INFO : Epoch 1550 | loss: 0.0310989 | val_loss: 0.0311239 | Time: 1680.64 ms [2021-05-18 19:51:40 main:581] : INFO : Epoch 1551 | loss: 0.0311004 | val_loss: 0.0311304 | Time: 1796.17 ms [2021-05-18 19:51:42 main:581] : INFO : Epoch 1552 | loss: 0.0311001 | val_loss: 0.0311305 | Time: 1713.6 ms [2021-05-18 19:51:44 main:581] : INFO : Epoch 1553 | loss: 0.0311025 | val_loss: 0.0311327 | Time: 1713.45 ms [2021-05-18 19:51:45 main:581] : INFO : Epoch 1554 | loss: 0.0311008 | val_loss: 0.0311305 | Time: 1778.88 ms [2021-05-18 19:51:47 main:581] : INFO : Epoch 1555 | loss: 0.0310981 | val_loss: 0.0311277 | Time: 1602.91 ms [2021-05-18 19:51:49 main:581] : INFO : Epoch 1556 | loss: 0.0310963 | val_loss: 0.0311314 | Time: 1599.22 ms [2021-05-18 19:51:50 main:581] : INFO : Epoch 1557 | loss: 0.0310968 | val_loss: 0.0311285 | Time: 1650.4 ms [2021-05-18 19:51:52 main:581] : INFO : Epoch 1558 | loss: 0.0310962 | val_loss: 0.0311274 | Time: 1653.67 ms [2021-05-18 19:51:53 main:581] : INFO : Epoch 1559 | loss: 0.0310936 | val_loss: 0.0311307 | Time: 1614.28 ms [2021-05-18 19:51:55 main:581] : INFO : Epoch 1560 | loss: 0.0310918 | val_loss: 0.0311264 | Time: 1721.32 ms [2021-05-18 19:51:57 main:581] : INFO : Epoch 1561 | loss: 0.0310902 | val_loss: 0.0311303 | Time: 1725.93 ms [2021-05-18 19:51:59 main:581] : INFO : Epoch 1562 | loss: 0.0311001 | val_loss: 0.0311325 | Time: 1612.46 ms [2021-05-18 19:52:00 main:581] : INFO : Epoch 1563 | loss: 0.0310983 | val_loss: 0.0311306 | Time: 1732.02 ms [2021-05-18 19:52:02 main:581] : INFO : Epoch 1564 | loss: 0.0310951 | val_loss: 0.031127 | Time: 1605.67 ms [2021-05-18 19:52:04 main:581] : INFO : Epoch 1565 | loss: 0.0310919 | val_loss: 0.0311284 | Time: 1876 ms [2021-05-18 19:52:05 main:581] : INFO : Epoch 1566 | loss: 0.0310906 | val_loss: 0.0311254 | Time: 1708.88 ms [2021-05-18 19:52:07 main:581] : INFO : Epoch 1567 | loss: 0.0310928 | val_loss: 0.031131 | Time: 1758.98 ms [2021-05-18 19:52:09 main:581] : INFO : Epoch 1568 | loss: 0.0310933 | val_loss: 0.0311274 | Time: 1850.4 ms [2021-05-18 19:52:11 main:581] : INFO : Epoch 1569 | loss: 0.0310928 | val_loss: 0.0311271 | Time: 1723.33 ms [2021-05-18 19:52:13 main:581] : INFO : Epoch 1570 | loss: 0.0310919 | val_loss: 0.031133 | Time: 1751.21 ms [2021-05-18 19:52:14 main:581] : INFO : Epoch 1571 | loss: 0.0310914 | val_loss: 0.0311342 | Time: 1735.65 ms [2021-05-18 19:52:16 main:581] : INFO : Epoch 1572 | loss: 0.0310905 | val_loss: 0.03113 | Time: 1684.92 ms [2021-05-18 19:52:18 main:581] : INFO : Epoch 1573 | loss: 0.0310887 | val_loss: 0.0311306 | Time: 1684.36 ms [2021-05-18 19:52:19 main:581] : INFO : Epoch 1574 | loss: 0.0310884 | val_loss: 0.0311277 | Time: 1816.07 ms [2021-05-18 19:52:21 main:581] : INFO : Epoch 1575 | loss: 0.0310876 | val_loss: 0.0311294 | Time: 1678.36 ms [2021-05-18 19:52:23 main:581] : INFO : Epoch 1576 | loss: 0.0310915 | val_loss: 0.0311289 | Time: 1799.84 ms [2021-05-18 19:52:25 main:581] : INFO : Epoch 1577 | loss: 0.0310928 | val_loss: 0.0311287 | Time: 1790.38 ms [2021-05-18 19:52:26 main:581] : INFO : Epoch 1578 | loss: 0.031107 | val_loss: 0.031129 | Time: 1611.82 ms [2021-05-18 19:52:28 main:581] : INFO : Epoch 1579 | loss: 0.0311127 | val_loss: 0.0311314 | Time: 1613.13 ms [2021-05-18 19:52:30 main:581] : INFO : Epoch 1580 | loss: 0.0311094 | val_loss: 0.0311296 | Time: 1627.2 ms [2021-05-18 19:52:31 main:581] : INFO : Epoch 1581 | loss: 0.0311068 | val_loss: 0.0311357 | Time: 1641.85 ms [2021-05-18 19:52:33 main:581] : INFO : Epoch 1582 | loss: 0.0311032 | val_loss: 0.0311316 | Time: 1763.78 ms [2021-05-18 19:52:35 main:581] : INFO : Epoch 1583 | loss: 0.0311 | val_loss: 0.0311273 | Time: 1730.6 ms [2021-05-18 19:52:36 main:581] : INFO : Epoch 1584 | loss: 0.031097 | val_loss: 0.0311341 | Time: 1676.49 ms [2021-05-18 19:52:38 main:581] : INFO : Epoch 1585 | loss: 0.0310957 | val_loss: 0.0311299 | Time: 1805.2 ms [2021-05-18 19:52:40 main:581] : INFO : Epoch 1586 | loss: 0.0310949 | val_loss: 0.0311303 | Time: 1709.99 ms [2021-05-18 19:52:42 main:581] : INFO : Epoch 1587 | loss: 0.0310953 | val_loss: 0.0311324 | Time: 1661.24 ms [2021-05-18 19:52:43 main:581] : INFO : Epoch 1588 | loss: 0.0310949 | val_loss: 0.0311269 | Time: 1744.46 ms [2021-05-18 19:52:45 main:581] : INFO : Epoch 1589 | loss: 0.0310976 | val_loss: 0.0311251 | Time: 1796.13 ms [2021-05-18 19:52:47 main:581] : INFO : Epoch 1590 | loss: 0.031102 | val_loss: 0.0311307 | Time: 1706.53 ms [2021-05-18 19:52:49 main:581] : INFO : Epoch 1591 | loss: 0.0310972 | val_loss: 0.0311253 | Time: 1772.29 ms [2021-05-18 19:52:50 main:581] : INFO : Epoch 1592 | loss: 0.031094 | val_loss: 0.0311267 | Time: 1740.67 ms [2021-05-18 19:52:52 main:581] : INFO : Epoch 1593 | loss: 0.0310917 | val_loss: 0.0311276 | Time: 1825.54 ms [2021-05-18 19:52:54 main:581] : INFO : Epoch 1594 | loss: 0.0310911 | val_loss: 0.0311244 | Time: 1739.8 ms [2021-05-18 19:52:56 main:581] : INFO : Epoch 1595 | loss: 0.0310919 | val_loss: 0.0311242 | Time: 1751.04 ms [2021-05-18 19:52:57 main:581] : INFO : Epoch 1596 | loss: 0.0310992 | val_loss: 0.0311264 | Time: 1779.85 ms [2021-05-18 19:52:59 main:581] : INFO : Epoch 1597 | loss: 0.031096 | val_loss: 0.0311272 | Time: 1789.47 ms [2021-05-18 19:53:01 main:581] : INFO : Epoch 1598 | loss: 0.0311004 | val_loss: 0.0311264 | Time: 1741.29 ms [2021-05-18 19:53:03 main:581] : INFO : Epoch 1599 | loss: 0.0310967 | val_loss: 0.0311264 | Time: 1827.4 ms [2021-05-18 19:53:04 main:581] : INFO : Epoch 1600 | loss: 0.0310963 | val_loss: 0.0311211 | Time: 1711.92 ms [2021-05-18 19:53:06 main:581] : INFO : Epoch 1601 | loss: 0.0310925 | val_loss: 0.0311206 | Time: 1621.71 ms [2021-05-18 19:53:08 main:581] : INFO : Epoch 1602 | loss: 0.0310896 | val_loss: 0.0311258 | Time: 1714.46 ms [2021-05-18 19:53:09 main:581] : INFO : Epoch 1603 | loss: 0.0310888 | val_loss: 0.031124 | Time: 1635.61 ms [2021-05-18 19:53:11 main:581] : INFO : Epoch 1604 | loss: 0.0310893 | val_loss: 0.0311282 | Time: 1648.99 ms [2021-05-18 19:53:13 main:581] : INFO : Epoch 1605 | loss: 0.0310902 | val_loss: 0.0311272 | Time: 1661.17 ms [2021-05-18 19:53:14 main:581] : INFO : Epoch 1606 | loss: 0.0310908 | val_loss: 0.0311237 | Time: 1671.53 ms [2021-05-18 19:53:16 main:581] : INFO : Epoch 1607 | loss: 0.0310868 | val_loss: 0.0311256 | Time: 1623.15 ms [2021-05-18 19:53:18 main:581] : INFO : Epoch 1608 | loss: 0.0310882 | val_loss: 0.0311243 | Time: 1647.98 ms [2021-05-18 19:53:19 main:581] : INFO : Epoch 1609 | loss: 0.0310927 | val_loss: 0.0311234 | Time: 1628.35 ms [2021-05-18 19:53:21 main:581] : INFO : Epoch 1610 | loss: 0.0310887 | val_loss: 0.0311231 | Time: 1786.64 ms [2021-05-18 19:53:23 main:581] : INFO : Epoch 1611 | loss: 0.0310872 | val_loss: 0.0311233 | Time: 1856.93 ms [2021-05-18 19:53:25 main:581] : INFO : Epoch 1612 | loss: 0.0310852 | val_loss: 0.0311272 | Time: 1800.9 ms [2021-05-18 19:53:27 main:581] : INFO : Epoch 1613 | loss: 0.031088 | val_loss: 0.0311266 | Time: 2026.2 ms [2021-05-18 19:53:29 main:581] : INFO : Epoch 1614 | loss: 0.0310906 | val_loss: 0.0311267 | Time: 1791.91 ms [2021-05-18 19:53:30 main:581] : INFO : Epoch 1615 | loss: 0.03109 | val_loss: 0.0311271 | Time: 1776.17 ms [2021-05-18 19:53:32 main:581] : INFO : Epoch 1616 | loss: 0.0310843 | val_loss: 0.0311252 | Time: 1925.47 ms [2021-05-18 19:53:34 main:581] : INFO : Epoch 1617 | loss: 0.0310846 | val_loss: 0.031125 | Time: 1680.07 ms [2021-05-18 19:53:36 main:581] : INFO : Epoch 1618 | loss: 0.0310826 | val_loss: 0.0311253 | Time: 1747.37 ms [2021-05-18 19:53:37 main:581] : INFO : Epoch 1619 | loss: 0.0310849 | val_loss: 0.0311257 | Time: 1739.77 ms [2021-05-18 19:53:39 main:581] : INFO : Epoch 1620 | loss: 0.0310903 | val_loss: 0.031127 | Time: 1768.08 ms [2021-05-18 19:53:41 main:581] : INFO : Epoch 1621 | loss: 0.0310896 | val_loss: 0.031124 | Time: 1708.86 ms [2021-05-18 19:53:43 main:581] : INFO : Epoch 1622 | loss: 0.0310862 | val_loss: 0.0311279 | Time: 1822.07 ms [2021-05-18 19:53:45 main:581] : INFO : Epoch 1623 | loss: 0.031086 | val_loss: 0.031131 | Time: 1804.44 ms [2021-05-18 19:53:46 main:581] : INFO : Epoch 1624 | loss: 0.031089 | val_loss: 0.0311257 | Time: 1823.39 ms [2021-05-18 19:53:48 main:581] : INFO : Epoch 1625 | loss: 0.031097 | val_loss: 0.0311253 | Time: 1726.33 ms [2021-05-18 19:53:50 main:581] : INFO : Epoch 1626 | loss: 0.031097 | val_loss: 0.0311204 | Time: 1629.23 ms [2021-05-18 19:53:52 main:581] : INFO : Epoch 1627 | loss: 0.0310937 | val_loss: 0.0311239 | Time: 1759.75 ms [2021-05-18 19:53:53 main:581] : INFO : Epoch 1628 | loss: 0.0310928 | val_loss: 0.0311234 | Time: 1684.81 ms [2021-05-18 19:53:55 main:581] : INFO : Epoch 1629 | loss: 0.031093 | val_loss: 0.0311228 | Time: 1809.38 ms [2021-05-18 19:53:57 main:581] : INFO : Epoch 1630 | loss: 0.0310915 | val_loss: 0.0311417 | Time: 1664.11 ms [2021-05-18 19:53:58 main:581] : INFO : Epoch 1631 | loss: 0.0310968 | val_loss: 0.031122 | Time: 1652.39 ms [2021-05-18 19:54:00 main:581] : INFO : Epoch 1632 | loss: 0.0311055 | val_loss: 0.0311417 | Time: 1679.24 ms [2021-05-18 19:54:02 main:581] : INFO : Epoch 1633 | loss: 0.0311305 | val_loss: 0.0311469 | Time: 1699.21 ms [2021-05-18 19:54:04 main:581] : INFO : Epoch 1634 | loss: 0.0311276 | val_loss: 0.0311394 | Time: 1811.94 ms [2021-05-18 19:54:05 main:581] : INFO : Epoch 1635 | loss: 0.0311226 | val_loss: 0.0311352 | Time: 1725.92 ms [2021-05-18 19:54:07 main:581] : INFO : Epoch 1636 | loss: 0.0311204 | val_loss: 0.0311395 | Time: 1680.5 ms [2021-05-18 19:54:09 main:581] : INFO : Epoch 1637 | loss: 0.0311163 | val_loss: 0.0311362 | Time: 1633.02 ms [2021-05-18 19:54:10 main:581] : INFO : Epoch 1638 | loss: 0.0311156 | val_loss: 0.0311393 | Time: 1653.71 ms [2021-05-18 19:54:12 main:581] : INFO : Epoch 1639 | loss: 0.0311131 | val_loss: 0.031131 | Time: 1752.66 ms [2021-05-18 19:54:14 main:581] : INFO : Epoch 1640 | loss: 0.03111 | val_loss: 0.0311322 | Time: 1728.04 ms [2021-05-18 19:54:15 main:581] : INFO : Epoch 1641 | loss: 0.031109 | val_loss: 0.0311288 | Time: 1787.93 ms [2021-05-18 19:54:17 main:581] : INFO : Epoch 1642 | loss: 0.0311088 | val_loss: 0.0311322 | Time: 1787.63 ms [2021-05-18 19:54:19 main:581] : INFO : Epoch 1643 | loss: 0.0311093 | val_loss: 0.0311338 | Time: 1687.6 ms [2021-05-18 19:54:21 main:581] : INFO : Epoch 1644 | loss: 0.0311073 | val_loss: 0.0311285 | Time: 1802.6 ms [2021-05-18 19:54:23 main:581] : INFO : Epoch 1645 | loss: 0.0311052 | val_loss: 0.0311287 | Time: 1745.69 ms [2021-05-18 19:54:24 main:581] : INFO : Epoch 1646 | loss: 0.0311062 | val_loss: 0.0311307 | Time: 1776.16 ms [2021-05-18 19:54:26 main:581] : INFO : Epoch 1647 | loss: 0.0311035 | val_loss: 0.031135 | Time: 1681.73 ms [2021-05-18 19:54:28 main:581] : INFO : Epoch 1648 | loss: 0.0311034 | val_loss: 0.0311337 | Time: 1784.14 ms [2021-05-18 19:54:30 main:581] : INFO : Epoch 1649 | loss: 0.0311059 | val_loss: 0.0311286 | Time: 1775.34 ms [2021-05-18 19:54:31 main:581] : INFO : Epoch 1650 | loss: 0.0311057 | val_loss: 0.0311286 | Time: 1786.63 ms [2021-05-18 19:54:33 main:581] : INFO : Epoch 1651 | loss: 0.0311033 | val_loss: 0.0311316 | Time: 1730.35 ms [2021-05-18 19:54:35 main:581] : INFO : Epoch 1652 | loss: 0.0311022 | val_loss: 0.0311292 | Time: 1664.86 ms [2021-05-18 19:54:36 main:581] : INFO : Epoch 1653 | loss: 0.031101 | val_loss: 0.031128 | Time: 1689.65 ms [2021-05-18 19:54:38 main:581] : INFO : Epoch 1654 | loss: 0.0310994 | val_loss: 0.0311267 | Time: 1727.09 ms [2021-05-18 19:54:40 main:581] : INFO : Epoch 1655 | loss: 0.0311016 | val_loss: 0.0311368 | Time: 1687.38 ms [2021-05-18 19:54:42 main:581] : INFO : Epoch 1656 | loss: 0.0311012 | val_loss: 0.0311307 | Time: 1758 ms [2021-05-18 19:54:43 main:581] : INFO : Epoch 1657 | loss: 0.031099 | val_loss: 0.0311302 | Time: 1723.8 ms [2021-05-18 19:54:45 main:581] : INFO : Epoch 1658 | loss: 0.0310967 | val_loss: 0.0311299 | Time: 1771.58 ms [2021-05-18 19:54:47 main:581] : INFO : Epoch 1659 | loss: 0.031096 | val_loss: 0.0311268 | Time: 1771.76 ms [2021-05-18 19:54:49 main:581] : INFO : Epoch 1660 | loss: 0.0310964 | val_loss: 0.0311318 | Time: 1788.53 ms [2021-05-18 19:54:50 main:581] : INFO : Epoch 1661 | loss: 0.0310963 | val_loss: 0.0311296 | Time: 1798.2 ms [2021-05-18 19:54:52 main:581] : INFO : Epoch 1662 | loss: 0.0310963 | val_loss: 0.0311275 | Time: 1774.57 ms [2021-05-18 19:54:54 main:581] : INFO : Epoch 1663 | loss: 0.0310964 | val_loss: 0.0311311 | Time: 1824.57 ms [2021-05-18 19:54:56 main:581] : INFO : Epoch 1664 | loss: 0.0310984 | val_loss: 0.0311288 | Time: 1791.12 ms [2021-05-18 19:54:58 main:581] : INFO : Epoch 1665 | loss: 0.0310986 | val_loss: 0.0311321 | Time: 1781.17 ms [2021-05-18 19:54:59 main:581] : INFO : Epoch 1666 | loss: 0.0310986 | val_loss: 0.0311301 | Time: 1845.59 ms [2021-05-18 19:55:01 main:581] : INFO : Epoch 1667 | loss: 0.0310969 | val_loss: 0.0311331 | Time: 1804.32 ms [2021-05-18 19:55:03 main:581] : INFO : Epoch 1668 | loss: 0.0310969 | val_loss: 0.0311345 | Time: 1674.71 ms [2021-05-18 19:55:05 main:581] : INFO : Epoch 1669 | loss: 0.0310955 | val_loss: 0.0311331 | Time: 1806.41 ms [2021-05-18 19:55:06 main:581] : INFO : Epoch 1670 | loss: 0.0310958 | val_loss: 0.0311338 | Time: 1747.3 ms [2021-05-18 19:55:08 main:581] : INFO : Epoch 1671 | loss: 0.0310954 | val_loss: 0.0311375 | Time: 1667.14 ms [2021-05-18 19:55:10 main:581] : INFO : Epoch 1672 | loss: 0.0310944 | val_loss: 0.031131 | Time: 1863.33 ms [2021-05-18 19:55:12 main:581] : INFO : Epoch 1673 | loss: 0.0310919 | val_loss: 0.0311296 | Time: 1653.95 ms [2021-05-18 19:55:13 main:581] : INFO : Epoch 1674 | loss: 0.0310919 | val_loss: 0.0311282 | Time: 1742.51 ms [2021-05-18 19:55:15 main:581] : INFO : Epoch 1675 | loss: 0.03109 | val_loss: 0.0311287 | Time: 1859.71 ms [2021-05-18 19:55:17 main:581] : INFO : Epoch 1676 | loss: 0.0310913 | val_loss: 0.031129 | Time: 1723.52 ms [2021-05-18 19:55:19 main:581] : INFO : Epoch 1677 | loss: 0.0310937 | val_loss: 0.0311281 | Time: 1744.02 ms [2021-05-18 19:55:21 main:581] : INFO : Epoch 1678 | loss: 0.031091 | val_loss: 0.0311276 | Time: 1816.5 ms [2021-05-18 19:55:22 main:581] : INFO : Epoch 1679 | loss: 0.0310901 | val_loss: 0.0311288 | Time: 1734.89 ms [2021-05-18 19:55:24 main:581] : INFO : Epoch 1680 | loss: 0.0310919 | val_loss: 0.0311297 | Time: 1843.59 ms [2021-05-18 19:55:26 main:581] : INFO : Epoch 1681 | loss: 0.031091 | val_loss: 0.0311312 | Time: 1807.09 ms [2021-05-18 19:55:28 main:581] : INFO : Epoch 1682 | loss: 0.0310905 | val_loss: 0.0311262 | Time: 1683.68 ms [2021-05-18 19:55:29 main:581] : INFO : Epoch 1683 | loss: 0.0310895 | val_loss: 0.0311279 | Time: 1845.93 ms [2021-05-18 19:55:31 main:581] : INFO : Epoch 1684 | loss: 0.0310885 | val_loss: 0.0311314 | Time: 1667.35 ms [2021-05-18 19:55:33 main:581] : INFO : Epoch 1685 | loss: 0.0310887 | val_loss: 0.0311284 | Time: 1688.42 ms [2021-05-18 19:55:35 main:581] : INFO : Epoch 1686 | loss: 0.0310877 | val_loss: 0.0311319 | Time: 1769.56 ms [2021-05-18 19:55:36 main:581] : INFO : Epoch 1687 | loss: 0.0310876 | val_loss: 0.0311349 | Time: 1790.2 ms [2021-05-18 19:55:38 main:581] : INFO : Epoch 1688 | loss: 0.0310899 | val_loss: 0.0311292 | Time: 1762.53 ms [2021-05-18 19:55:40 main:581] : INFO : Epoch 1689 | loss: 0.0310887 | val_loss: 0.0311343 | Time: 1706.4 ms [2021-05-18 19:55:42 main:581] : INFO : Epoch 1690 | loss: 0.0310962 | val_loss: 0.0311386 | Time: 1721.25 ms [2021-05-18 19:55:43 main:581] : INFO : Epoch 1691 | loss: 0.0310941 | val_loss: 0.0311417 | Time: 1695.39 ms [2021-05-18 19:55:45 main:581] : INFO : Epoch 1692 | loss: 0.0310915 | val_loss: 0.031131 | Time: 1596.16 ms [2021-05-18 19:55:47 main:581] : INFO : Epoch 1693 | loss: 0.0310896 | val_loss: 0.0311323 | Time: 1673.92 ms [2021-05-18 19:55:48 main:581] : INFO : Epoch 1694 | loss: 0.0310871 | val_loss: 0.0311308 | Time: 1718.46 ms [2021-05-18 19:55:50 main:581] : INFO : Epoch 1695 | loss: 0.0310882 | val_loss: 0.0311345 | Time: 1738.26 ms [2021-05-18 19:55:52 main:581] : INFO : Epoch 1696 | loss: 0.0310871 | val_loss: 0.0311351 | Time: 1623.92 ms [2021-05-18 19:55:53 main:581] : INFO : Epoch 1697 | loss: 0.0310868 | val_loss: 0.0311349 | Time: 1863.89 ms [2021-05-18 19:55:55 main:581] : INFO : Epoch 1698 | loss: 0.031086 | val_loss: 0.0311333 | Time: 1898.31 ms [2021-05-18 19:55:57 main:581] : INFO : Epoch 1699 | loss: 0.0310853 | val_loss: 0.0311386 | Time: 1822.76 ms [2021-05-18 19:55:59 main:581] : INFO : Epoch 1700 | loss: 0.0310852 | val_loss: 0.0311298 | Time: 1669.97 ms [2021-05-18 19:56:00 main:581] : INFO : Epoch 1701 | loss: 0.0310888 | val_loss: 0.0311348 | Time: 1612.2 ms [2021-05-18 19:56:02 main:581] : INFO : Epoch 1702 | loss: 0.0310866 | val_loss: 0.031134 | Time: 1723.77 ms [2021-05-18 19:56:04 main:581] : INFO : Epoch 1703 | loss: 0.0310891 | val_loss: 0.0311319 | Time: 1645.73 ms [2021-05-18 19:56:06 main:581] : INFO : Epoch 1704 | loss: 0.0310921 | val_loss: 0.0311365 | Time: 1686.81 ms [2021-05-18 19:56:07 main:581] : INFO : Epoch 1705 | loss: 0.0310893 | val_loss: 0.0311341 | Time: 1623.43 ms [2021-05-18 19:56:09 main:581] : INFO : Epoch 1706 | loss: 0.0310852 | val_loss: 0.0311332 | Time: 1650.62 ms [2021-05-18 19:56:11 main:581] : INFO : Epoch 1707 | loss: 0.0310828 | val_loss: 0.0311391 | Time: 1794.6 ms [2021-05-18 19:56:12 main:581] : INFO : Epoch 1708 | loss: 0.0310881 | val_loss: 0.0311363 | Time: 1702.18 ms [2021-05-18 19:56:14 main:581] : INFO : Epoch 1709 | loss: 0.031086 | val_loss: 0.0311351 | Time: 1701.14 ms [2021-05-18 19:56:16 main:581] : INFO : Epoch 1710 | loss: 0.0310829 | val_loss: 0.0311377 | Time: 1867.9 ms [2021-05-18 19:56:18 main:581] : INFO : Epoch 1711 | loss: 0.0310858 | val_loss: 0.0311361 | Time: 1862.11 ms [2021-05-18 19:56:20 main:581] : INFO : Epoch 1712 | loss: 0.0310886 | val_loss: 0.0311353 | Time: 1764.95 ms [2021-05-18 19:56:21 main:581] : INFO : Epoch 1713 | loss: 0.0310888 | val_loss: 0.0311348 | Time: 1723.9 ms [2021-05-18 19:56:23 main:581] : INFO : Epoch 1714 | loss: 0.0310847 | val_loss: 0.0311341 | Time: 1608.72 ms [2021-05-18 19:56:25 main:581] : INFO : Epoch 1715 | loss: 0.0310845 | val_loss: 0.0311302 | Time: 1685.55 ms [2021-05-18 19:56:26 main:581] : INFO : Epoch 1716 | loss: 0.031082 | val_loss: 0.0311345 | Time: 1690.28 ms [2021-05-18 19:56:28 main:581] : INFO : Epoch 1717 | loss: 0.0310866 | val_loss: 0.0311343 | Time: 1710.73 ms [2021-05-18 19:56:30 main:581] : INFO : Epoch 1718 | loss: 0.0310962 | val_loss: 0.0311355 | Time: 1767.26 ms [2021-05-18 19:56:31 main:581] : INFO : Epoch 1719 | loss: 0.0310916 | val_loss: 0.031135 | Time: 1743.46 ms [2021-05-18 19:56:33 main:581] : INFO : Epoch 1720 | loss: 0.0310926 | val_loss: 0.0311348 | Time: 1723.79 ms [2021-05-18 19:56:35 main:581] : INFO : Epoch 1721 | loss: 0.0310915 | val_loss: 0.0311324 | Time: 1835.37 ms [2021-05-18 19:56:37 main:581] : INFO : Epoch 1722 | loss: 0.0310894 | val_loss: 0.0311348 | Time: 1687.14 ms [2021-05-18 19:56:38 main:581] : INFO : Epoch 1723 | loss: 0.0310866 | val_loss: 0.0311313 | Time: 1760.74 ms [2021-05-18 19:56:40 main:581] : INFO : Epoch 1724 | loss: 0.0310933 | val_loss: 0.0311396 | Time: 1853.31 ms [2021-05-18 19:56:42 main:581] : INFO : Epoch 1725 | loss: 0.031095 | val_loss: 0.0311352 | Time: 1831.66 ms [2021-05-18 19:56:44 main:581] : INFO : Epoch 1726 | loss: 0.0310937 | val_loss: 0.0311373 | Time: 1778.37 ms [2021-05-18 19:56:46 main:581] : INFO : Epoch 1727 | loss: 0.031093 | val_loss: 0.031134 | Time: 1643.02 ms [2021-05-18 19:56:47 main:581] : INFO : Epoch 1728 | loss: 0.0310926 | val_loss: 0.0311376 | Time: 1744.33 ms [2021-05-18 19:56:49 main:581] : INFO : Epoch 1729 | loss: 0.0310922 | val_loss: 0.031134 | Time: 1738.32 ms [2021-05-18 19:56:51 main:581] : INFO : Epoch 1730 | loss: 0.0310912 | val_loss: 0.0311373 | Time: 1768.93 ms [2021-05-18 19:56:53 main:581] : INFO : Epoch 1731 | loss: 0.0310907 | val_loss: 0.0311363 | Time: 1855.88 ms [2021-05-18 19:56:54 main:581] : INFO : Epoch 1732 | loss: 0.031092 | val_loss: 0.0311347 | Time: 1771.42 ms [2021-05-18 19:56:56 main:581] : INFO : Epoch 1733 | loss: 0.031093 | val_loss: 0.031138 | Time: 1625.68 ms [2021-05-18 19:56:58 main:581] : INFO : Epoch 1734 | loss: 0.0310944 | val_loss: 0.0311336 | Time: 1728.57 ms [2021-05-18 19:56:59 main:581] : INFO : Epoch 1735 | loss: 0.0310936 | val_loss: 0.0311366 | Time: 1646.66 ms [2021-05-18 19:57:01 main:581] : INFO : Epoch 1736 | loss: 0.0310917 | val_loss: 0.0311327 | Time: 1880.41 ms [2021-05-18 19:57:03 main:581] : INFO : Epoch 1737 | loss: 0.0310906 | val_loss: 0.031133 | Time: 1869.49 ms [2021-05-18 19:57:05 main:581] : INFO : Epoch 1738 | loss: 0.0310885 | val_loss: 0.0311348 | Time: 1681.48 ms [2021-05-18 19:57:07 main:581] : INFO : Epoch 1739 | loss: 0.0310908 | val_loss: 0.0311378 | Time: 1651.1 ms [2021-05-18 19:57:08 main:581] : INFO : Epoch 1740 | loss: 0.0310906 | val_loss: 0.031138 | Time: 1702.71 ms [2021-05-18 19:57:10 main:581] : INFO : Epoch 1741 | loss: 0.0310943 | val_loss: 0.031136 | Time: 1668.16 ms [2021-05-18 19:57:12 main:581] : INFO : Epoch 1742 | loss: 0.0310879 | val_loss: 0.0311329 | Time: 1664.42 ms [2021-05-18 19:57:13 main:581] : INFO : Epoch 1743 | loss: 0.0310893 | val_loss: 0.0311425 | Time: 1719.9 ms [2021-05-18 19:57:15 main:581] : INFO : Epoch 1744 | loss: 0.0310904 | val_loss: 0.031136 | Time: 1677.57 ms [2021-05-18 19:57:17 main:581] : INFO : Epoch 1745 | loss: 0.0310864 | val_loss: 0.0311314 | Time: 1705.31 ms [2021-05-18 19:57:18 main:581] : INFO : Epoch 1746 | loss: 0.0310871 | val_loss: 0.0311304 | Time: 1796.06 ms [2021-05-18 19:57:20 main:581] : INFO : Epoch 1747 | loss: 0.0310881 | val_loss: 0.0311302 | Time: 1886.45 ms [2021-05-18 19:57:22 main:581] : INFO : Epoch 1748 | loss: 0.0310848 | val_loss: 0.0311447 | Time: 1810.06 ms [2021-05-18 19:57:24 main:581] : INFO : Epoch 1749 | loss: 0.0310881 | val_loss: 0.0311328 | Time: 1749.05 ms [2021-05-18 19:57:26 main:581] : INFO : Epoch 1750 | loss: 0.0310819 | val_loss: 0.0311339 | Time: 1748.47 ms [2021-05-18 19:57:27 main:581] : INFO : Epoch 1751 | loss: 0.0310802 | val_loss: 0.0311367 | Time: 1682.64 ms [2021-05-18 19:57:29 main:581] : INFO : Epoch 1752 | loss: 0.0310836 | val_loss: 0.0311382 | Time: 1615.59 ms [2021-05-18 19:57:31 main:581] : INFO : Epoch 1753 | loss: 0.0310828 | val_loss: 0.0311315 | Time: 1611.99 ms [2021-05-18 19:57:32 main:581] : INFO : Epoch 1754 | loss: 0.0310909 | val_loss: 0.0311322 | Time: 1772.34 ms [2021-05-18 19:57:34 main:581] : INFO : Epoch 1755 | loss: 0.0310874 | val_loss: 0.031136 | Time: 1716.05 ms [2021-05-18 19:57:36 main:581] : INFO : Epoch 1756 | loss: 0.0310889 | val_loss: 0.0311314 | Time: 1668.61 ms [2021-05-18 19:57:37 main:581] : INFO : Epoch 1757 | loss: 0.0310901 | val_loss: 0.0311293 | Time: 1584.84 ms [2021-05-18 19:57:39 main:581] : INFO : Epoch 1758 | loss: 0.0310904 | val_loss: 0.0311252 | Time: 1830.92 ms [2021-05-18 19:57:41 main:581] : INFO : Epoch 1759 | loss: 0.0310899 | val_loss: 0.0311286 | Time: 1879.4 ms [2021-05-18 19:57:43 main:581] : INFO : Epoch 1760 | loss: 0.0310864 | val_loss: 0.031126 | Time: 1767.46 ms [2021-05-18 19:57:45 main:581] : INFO : Epoch 1761 | loss: 0.031087 | val_loss: 0.0311283 | Time: 1763.77 ms [2021-05-18 19:57:47 main:581] : INFO : Epoch 1762 | loss: 0.0310874 | val_loss: 0.0311315 | Time: 1957.91 ms [2021-05-18 19:57:48 main:581] : INFO : Epoch 1763 | loss: 0.0310876 | val_loss: 0.0311239 | Time: 1799.2 ms [2021-05-18 19:57:50 main:581] : INFO : Epoch 1764 | loss: 0.0310868 | val_loss: 0.0311268 | Time: 1960.12 ms [2021-05-18 19:57:52 main:581] : INFO : Epoch 1765 | loss: 0.031087 | val_loss: 0.031125 | Time: 1946.88 ms [2021-05-18 19:57:54 main:581] : INFO : Epoch 1766 | loss: 0.0310862 | val_loss: 0.0311281 | Time: 1793.05 ms [2021-05-18 19:57:56 main:581] : INFO : Epoch 1767 | loss: 0.0310949 | val_loss: 0.0311239 | Time: 1849.73 ms [2021-05-18 19:57:58 main:581] : INFO : Epoch 1768 | loss: 0.0310962 | val_loss: 0.0311235 | Time: 1743.56 ms [2021-05-18 19:57:59 main:581] : INFO : Epoch 1769 | loss: 0.0310977 | val_loss: 0.0311237 | Time: 1751.79 ms [2021-05-18 19:58:01 main:581] : INFO : Epoch 1770 | loss: 0.0310944 | val_loss: 0.0311248 | Time: 1854.9 ms [2021-05-18 19:58:03 main:581] : INFO : Epoch 1771 | loss: 0.0310919 | val_loss: 0.0311231 | Time: 1657.97 ms [2021-05-18 19:58:05 main:581] : INFO : Epoch 1772 | loss: 0.0310909 | val_loss: 0.0311267 | Time: 1681.29 ms [2021-05-18 19:58:06 main:581] : INFO : Epoch 1773 | loss: 0.03109 | val_loss: 0.0311296 | Time: 1744.48 ms [2021-05-18 19:58:08 main:581] : INFO : Epoch 1774 | loss: 0.0310886 | val_loss: 0.0311239 | Time: 1781.21 ms [2021-05-18 19:58:10 main:581] : INFO : Epoch 1775 | loss: 0.0310869 | val_loss: 0.0311274 | Time: 1797.23 ms [2021-05-18 19:58:12 main:581] : INFO : Epoch 1776 | loss: 0.0310846 | val_loss: 0.0311302 | Time: 1786.39 ms [2021-05-18 19:58:14 main:581] : INFO : Epoch 1777 | loss: 0.0310865 | val_loss: 0.0311238 | Time: 1850.46 ms [2021-05-18 19:58:15 main:581] : INFO : Epoch 1778 | loss: 0.0310895 | val_loss: 0.0311226 | Time: 1817.3 ms [2021-05-18 19:58:17 main:581] : INFO : Epoch 1779 | loss: 0.0310881 | val_loss: 0.0311217 | Time: 1686.23 ms [2021-05-18 19:58:19 main:581] : INFO : Epoch 1780 | loss: 0.0310877 | val_loss: 0.0311256 | Time: 1618.04 ms [2021-05-18 19:58:20 main:581] : INFO : Epoch 1781 | loss: 0.0310868 | val_loss: 0.0311245 | Time: 1663.79 ms [2021-05-18 19:58:22 main:581] : INFO : Epoch 1782 | loss: 0.0310861 | val_loss: 0.0311229 | Time: 1752.18 ms [2021-05-18 19:58:24 main:581] : INFO : Epoch 1783 | loss: 0.0310826 | val_loss: 0.0311277 | Time: 1745.95 ms [2021-05-18 19:58:25 main:581] : INFO : Epoch 1784 | loss: 0.0310821 | val_loss: 0.0311287 | Time: 1691.73 ms [2021-05-18 19:58:27 main:581] : INFO : Epoch 1785 | loss: 0.0310818 | val_loss: 0.0311307 | Time: 1676.24 ms [2021-05-18 19:58:29 main:581] : INFO : Epoch 1786 | loss: 0.031087 | val_loss: 0.031125 | Time: 1738.64 ms [2021-05-18 19:58:31 main:581] : INFO : Epoch 1787 | loss: 0.0310849 | val_loss: 0.0311242 | Time: 1724.69 ms [2021-05-18 19:58:32 main:581] : INFO : Epoch 1788 | loss: 0.0310822 | val_loss: 0.0311268 | Time: 1811.48 ms [2021-05-18 19:58:34 main:581] : INFO : Epoch 1789 | loss: 0.0310811 | val_loss: 0.0311277 | Time: 1697.53 ms [2021-05-18 19:58:36 main:581] : INFO : Epoch 1790 | loss: 0.0310826 | val_loss: 0.0311292 | Time: 1855.79 ms [2021-05-18 19:58:38 main:581] : INFO : Epoch 1791 | loss: 0.0310826 | val_loss: 0.0311234 | Time: 1817.22 ms [2021-05-18 19:58:40 main:581] : INFO : Epoch 1792 | loss: 0.0310806 | val_loss: 0.0311237 | Time: 1696.21 ms [2021-05-18 19:58:41 main:581] : INFO : Epoch 1793 | loss: 0.0310813 | val_loss: 0.0311266 | Time: 1902.38 ms [2021-05-18 19:58:43 main:581] : INFO : Epoch 1794 | loss: 0.0310799 | val_loss: 0.0311258 | Time: 1828.9 ms [2021-05-18 19:58:45 main:581] : INFO : Epoch 1795 | loss: 0.0310788 | val_loss: 0.0311245 | Time: 1742.56 ms [2021-05-18 19:58:47 main:581] : INFO : Epoch 1796 | loss: 0.0310783 | val_loss: 0.0311309 | Time: 1809.49 ms [2021-05-18 19:58:48 main:581] : INFO : Epoch 1797 | loss: 0.0310894 | val_loss: 0.0311412 | Time: 1642.21 ms [2021-05-18 19:58:50 main:581] : INFO : Epoch 1798 | loss: 0.0310946 | val_loss: 0.0311272 | Time: 1684.89 ms [2021-05-18 19:58:52 main:581] : INFO : Epoch 1799 | loss: 0.0310869 | val_loss: 0.031128 | Time: 1949.49 ms [2021-05-18 19:58:54 main:581] : INFO : Epoch 1800 | loss: 0.031082 | val_loss: 0.0311299 | Time: 1929.43 ms [2021-05-18 19:58:56 main:581] : INFO : Epoch 1801 | loss: 0.0310826 | val_loss: 0.031129 | Time: 1679.65 ms [2021-05-18 19:58:58 main:581] : INFO : Epoch 1802 | loss: 0.0310806 | val_loss: 0.0311212 | Time: 1803.98 ms [2021-05-18 19:58:59 main:581] : INFO : Epoch 1803 | loss: 0.0310804 | val_loss: 0.0311239 | Time: 1645.67 ms [2021-05-18 19:59:01 main:581] : INFO : Epoch 1804 | loss: 0.0310806 | val_loss: 0.0311262 | Time: 1825.69 ms [2021-05-18 19:59:03 main:581] : INFO : Epoch 1805 | loss: 0.0310816 | val_loss: 0.0311292 | Time: 1910.49 ms [2021-05-18 19:59:05 main:581] : INFO : Epoch 1806 | loss: 0.0310818 | val_loss: 0.0311388 | Time: 1819.88 ms [2021-05-18 19:59:06 main:581] : INFO : Epoch 1807 | loss: 0.0310801 | val_loss: 0.0311359 | Time: 1771.46 ms [2021-05-18 19:59:08 main:581] : INFO : Epoch 1808 | loss: 0.0310784 | val_loss: 0.0311334 | Time: 1654.54 ms [2021-05-18 19:59:10 main:581] : INFO : Epoch 1809 | loss: 0.0310777 | val_loss: 0.0311292 | Time: 1740.23 ms [2021-05-18 19:59:12 main:581] : INFO : Epoch 1810 | loss: 0.0310776 | val_loss: 0.0311309 | Time: 1699.59 ms [2021-05-18 19:59:13 main:581] : INFO : Epoch 1811 | loss: 0.0310796 | val_loss: 0.031131 | Time: 1690.43 ms [2021-05-18 19:59:15 main:581] : INFO : Epoch 1812 | loss: 0.0310845 | val_loss: 0.031139 | Time: 1631.38 ms [2021-05-18 19:59:17 main:581] : INFO : Epoch 1813 | loss: 0.0310823 | val_loss: 0.0311316 | Time: 1733.57 ms [2021-05-18 19:59:18 main:581] : INFO : Epoch 1814 | loss: 0.0310788 | val_loss: 0.0311307 | Time: 1671.07 ms [2021-05-18 19:59:20 main:581] : INFO : Epoch 1815 | loss: 0.0310792 | val_loss: 0.031132 | Time: 1726.46 ms [2021-05-18 19:59:22 main:581] : INFO : Epoch 1816 | loss: 0.0310851 | val_loss: 0.0311338 | Time: 1766.46 ms [2021-05-18 19:59:24 main:581] : INFO : Epoch 1817 | loss: 0.0310864 | val_loss: 0.0311289 | Time: 1783.63 ms [2021-05-18 19:59:25 main:581] : INFO : Epoch 1818 | loss: 0.0310874 | val_loss: 0.0311315 | Time: 1730.09 ms [2021-05-18 19:59:27 main:581] : INFO : Epoch 1819 | loss: 0.0310866 | val_loss: 0.0311371 | Time: 1752 ms [2021-05-18 19:59:29 main:581] : INFO : Epoch 1820 | loss: 0.0310854 | val_loss: 0.0311351 | Time: 1842.76 ms [2021-05-18 19:59:31 main:581] : INFO : Epoch 1821 | loss: 0.0310915 | val_loss: 0.0311244 | Time: 1709.99 ms [2021-05-18 19:59:32 main:581] : INFO : Epoch 1822 | loss: 0.0310838 | val_loss: 0.0311244 | Time: 1684 ms [2021-05-18 19:59:34 main:581] : INFO : Epoch 1823 | loss: 0.0310801 | val_loss: 0.0311291 | Time: 1782.93 ms [2021-05-18 19:59:36 main:581] : INFO : Epoch 1824 | loss: 0.0310822 | val_loss: 0.0311232 | Time: 1716.23 ms [2021-05-18 19:59:38 main:581] : INFO : Epoch 1825 | loss: 0.0310804 | val_loss: 0.0311266 | Time: 1756.68 ms [2021-05-18 19:59:39 main:581] : INFO : Epoch 1826 | loss: 0.0310802 | val_loss: 0.0311264 | Time: 1736.75 ms [2021-05-18 19:59:41 main:581] : INFO : Epoch 1827 | loss: 0.0310791 | val_loss: 0.0311227 | Time: 1681.29 ms [2021-05-18 19:59:43 main:581] : INFO : Epoch 1828 | loss: 0.0310844 | val_loss: 0.031124 | Time: 1682.83 ms [2021-05-18 19:59:44 main:581] : INFO : Epoch 1829 | loss: 0.0310785 | val_loss: 0.0311221 | Time: 1658.39 ms [2021-05-18 19:59:46 main:581] : INFO : Epoch 1830 | loss: 0.0310773 | val_loss: 0.031122 | Time: 1602.4 ms [2021-05-18 19:59:48 main:581] : INFO : Epoch 1831 | loss: 0.0310754 | val_loss: 0.031122 | Time: 1729.52 ms [2021-05-18 19:59:49 main:581] : INFO : Epoch 1832 | loss: 0.031073 | val_loss: 0.0311272 | Time: 1826.37 ms [2021-05-18 19:59:51 main:581] : INFO : Epoch 1833 | loss: 0.031076 | val_loss: 0.0311284 | Time: 1721.93 ms [2021-05-18 19:59:53 main:581] : INFO : Epoch 1834 | loss: 0.031079 | val_loss: 0.0311273 | Time: 1631.23 ms [2021-05-18 19:59:54 main:581] : INFO : Epoch 1835 | loss: 0.0310746 | val_loss: 0.0311271 | Time: 1641.84 ms [2021-05-18 19:59:56 main:581] : INFO : Epoch 1836 | loss: 0.0310724 | val_loss: 0.0311248 | Time: 1734.3 ms [2021-05-18 19:59:58 main:581] : INFO : Epoch 1837 | loss: 0.0310749 | val_loss: 0.0311322 | Time: 1793.08 ms [2021-05-18 20:00:00 main:581] : INFO : Epoch 1838 | loss: 0.0310725 | val_loss: 0.0311226 | Time: 1736.27 ms [2021-05-18 20:00:02 main:581] : INFO : Epoch 1839 | loss: 0.0310709 | val_loss: 0.0311267 | Time: 1842.07 ms [2021-05-18 20:00:03 main:581] : INFO : Epoch 1840 | loss: 0.0310756 | val_loss: 0.0311298 | Time: 1765.67 ms [2021-05-18 20:00:05 main:581] : INFO : Epoch 1841 | loss: 0.0310728 | val_loss: 0.0311371 | Time: 1753.77 ms [2021-05-18 20:00:07 main:581] : INFO : Epoch 1842 | loss: 0.0310826 | val_loss: 0.0311235 | Time: 1698.88 ms [2021-05-18 20:00:08 main:581] : INFO : Epoch 1843 | loss: 0.0310875 | val_loss: 0.0311256 | Time: 1628.87 ms [2021-05-18 20:00:10 main:581] : INFO : Epoch 1844 | loss: 0.0310809 | val_loss: 0.0311213 | Time: 1727.24 ms [2021-05-18 20:00:12 main:581] : INFO : Epoch 1845 | loss: 0.0310831 | val_loss: 0.0311208 | Time: 1713.51 ms [2021-05-18 20:00:14 main:581] : INFO : Epoch 1846 | loss: 0.0310815 | val_loss: 0.0311239 | Time: 1637.38 ms [2021-05-18 20:00:15 main:581] : INFO : Epoch 1847 | loss: 0.0310818 | val_loss: 0.0311318 | Time: 1735.93 ms [2021-05-18 20:00:17 main:581] : INFO : Epoch 1848 | loss: 0.0310817 | val_loss: 0.0311258 | Time: 1704.32 ms [2021-05-18 20:00:19 main:581] : INFO : Epoch 1849 | loss: 0.0310755 | val_loss: 0.0311268 | Time: 1635.9 ms [2021-05-18 20:00:20 main:581] : INFO : Epoch 1850 | loss: 0.0310772 | val_loss: 0.0311298 | Time: 1610.63 ms [2021-05-18 20:00:22 main:581] : INFO : Epoch 1851 | loss: 0.0310789 | val_loss: 0.0311262 | Time: 1750.15 ms [2021-05-18 20:00:24 main:581] : INFO : Epoch 1852 | loss: 0.0310766 | val_loss: 0.0311374 | Time: 1810.45 ms [2021-05-18 20:00:25 main:581] : INFO : Epoch 1853 | loss: 0.0310812 | val_loss: 0.0311312 | Time: 1622.36 ms [2021-05-18 20:00:27 main:581] : INFO : Epoch 1854 | loss: 0.0310793 | val_loss: 0.0311293 | Time: 1780.58 ms [2021-05-18 20:00:29 main:581] : INFO : Epoch 1855 | loss: 0.0310744 | val_loss: 0.0311306 | Time: 1712.24 ms [2021-05-18 20:00:31 main:581] : INFO : Epoch 1856 | loss: 0.0310711 | val_loss: 0.0311291 | Time: 1659.52 ms [2021-05-18 20:00:32 main:581] : INFO : Epoch 1857 | loss: 0.0310711 | val_loss: 0.0311275 | Time: 1797.09 ms [2021-05-18 20:00:34 main:581] : INFO : Epoch 1858 | loss: 0.0310712 | val_loss: 0.0311229 | Time: 1731.08 ms [2021-05-18 20:00:36 main:581] : INFO : Epoch 1859 | loss: 0.0310711 | val_loss: 0.0311307 | Time: 1827.59 ms [2021-05-18 20:00:38 main:581] : INFO : Epoch 1860 | loss: 0.0310736 | val_loss: 0.0311311 | Time: 1750.69 ms [2021-05-18 20:00:39 main:581] : INFO : Epoch 1861 | loss: 0.0310698 | val_loss: 0.0311314 | Time: 1671.99 ms [2021-05-18 20:00:41 main:581] : INFO : Epoch 1862 | loss: 0.031071 | val_loss: 0.0311337 | Time: 1670.64 ms [2021-05-18 20:00:43 main:581] : INFO : Epoch 1863 | loss: 0.0310734 | val_loss: 0.03113 | Time: 1750.24 ms [2021-05-18 20:00:44 main:581] : INFO : Epoch 1864 | loss: 0.0310721 | val_loss: 0.031134 | Time: 1731.3 ms [2021-05-18 20:00:46 main:581] : INFO : Epoch 1865 | loss: 0.0310723 | val_loss: 0.0311275 | Time: 1777.1 ms [2021-05-18 20:00:48 main:581] : INFO : Epoch 1866 | loss: 0.0310751 | val_loss: 0.0311254 | Time: 1630.01 ms [2021-05-18 20:00:50 main:581] : INFO : Epoch 1867 | loss: 0.0310741 | val_loss: 0.0311319 | Time: 1830.06 ms [2021-05-18 20:00:51 main:581] : INFO : Epoch 1868 | loss: 0.0310788 | val_loss: 0.0311241 | Time: 1647.06 ms [2021-05-18 20:00:53 main:581] : INFO : Epoch 1869 | loss: 0.0310749 | val_loss: 0.0311302 | Time: 1772.16 ms [2021-05-18 20:00:55 main:581] : INFO : Epoch 1870 | loss: 0.0310734 | val_loss: 0.0311273 | Time: 1673.09 ms [2021-05-18 20:00:56 main:581] : INFO : Epoch 1871 | loss: 0.0310729 | val_loss: 0.0311275 | Time: 1649.36 ms [2021-05-18 20:00:58 main:581] : INFO : Epoch 1872 | loss: 0.0310739 | val_loss: 0.0311338 | Time: 1625.03 ms [2021-05-18 20:01:00 main:581] : INFO : Epoch 1873 | loss: 0.0310718 | val_loss: 0.0311263 | Time: 1633.36 ms [2021-05-18 20:01:01 main:581] : INFO : Epoch 1874 | loss: 0.0310692 | val_loss: 0.0311276 | Time: 1714.1 ms [2021-05-18 20:01:03 main:581] : INFO : Epoch 1875 | loss: 0.0310673 | val_loss: 0.0311282 | Time: 1583.66 ms [2021-05-18 20:01:05 main:581] : INFO : Epoch 1876 | loss: 0.0310671 | val_loss: 0.0311262 | Time: 1587.39 ms [2021-05-18 20:01:06 main:581] : INFO : Epoch 1877 | loss: 0.0310676 | val_loss: 0.0311264 | Time: 1761.37 ms [2021-05-18 20:01:08 main:581] : INFO : Epoch 1878 | loss: 0.0310663 | val_loss: 0.0311239 | Time: 1766.91 ms [2021-05-18 20:01:10 main:581] : INFO : Epoch 1879 | loss: 0.0310669 | val_loss: 0.0311256 | Time: 1748.52 ms [2021-05-18 20:01:12 main:581] : INFO : Epoch 1880 | loss: 0.0310667 | val_loss: 0.0311279 | Time: 1679.08 ms [2021-05-18 20:01:13 main:581] : INFO : Epoch 1881 | loss: 0.0310665 | val_loss: 0.0311336 | Time: 1667.11 ms [2021-05-18 20:01:15 main:581] : INFO : Epoch 1882 | loss: 0.0310684 | val_loss: 0.0311277 | Time: 1814.06 ms [2021-05-18 20:01:17 main:581] : INFO : Epoch 1883 | loss: 0.0310714 | val_loss: 0.0311245 | Time: 1751.8 ms [2021-05-18 20:01:19 main:581] : INFO : Epoch 1884 | loss: 0.0310686 | val_loss: 0.0311274 | Time: 1728.53 ms [2021-05-18 20:01:20 main:581] : INFO : Epoch 1885 | loss: 0.0310699 | val_loss: 0.0311443 | Time: 1717.53 ms [2021-05-18 20:01:22 main:581] : INFO : Epoch 1886 | loss: 0.0310736 | val_loss: 0.0311317 | Time: 1750.01 ms [2021-05-18 20:01:24 main:581] : INFO : Epoch 1887 | loss: 0.0310725 | val_loss: 0.0311281 | Time: 1782.12 ms [2021-05-18 20:01:26 main:581] : INFO : Epoch 1888 | loss: 0.031074 | val_loss: 0.0311262 | Time: 1787.62 ms [2021-05-18 20:01:27 main:581] : INFO : Epoch 1889 | loss: 0.0310817 | val_loss: 0.0311352 | Time: 1674.99 ms [2021-05-18 20:01:29 main:581] : INFO : Epoch 1890 | loss: 0.0310846 | val_loss: 0.031137 | Time: 1710.42 ms [2021-05-18 20:01:31 main:581] : INFO : Epoch 1891 | loss: 0.0310799 | val_loss: 0.0311272 | Time: 1830.18 ms [2021-05-18 20:01:32 main:581] : INFO : Epoch 1892 | loss: 0.031077 | val_loss: 0.0311282 | Time: 1671.24 ms [2021-05-18 20:01:34 main:581] : INFO : Epoch 1893 | loss: 0.0310907 | val_loss: 0.031127 | Time: 1572.14 ms [2021-05-18 20:01:36 main:581] : INFO : Epoch 1894 | loss: 0.0311093 | val_loss: 0.0311315 | Time: 1696.19 ms [2021-05-18 20:01:37 main:581] : INFO : Epoch 1895 | loss: 0.0311131 | val_loss: 0.031128 | Time: 1782.64 ms [2021-05-18 20:01:39 main:581] : INFO : Epoch 1896 | loss: 0.0311066 | val_loss: 0.0311309 | Time: 1861.45 ms [2021-05-18 20:01:41 main:581] : INFO : Epoch 1897 | loss: 0.0311043 | val_loss: 0.0311269 | Time: 1773.91 ms [2021-05-18 20:01:43 main:581] : INFO : Epoch 1898 | loss: 0.0311006 | val_loss: 0.031123 | Time: 1816.85 ms [2021-05-18 20:01:45 main:581] : INFO : Epoch 1899 | loss: 0.0310968 | val_loss: 0.031123 | Time: 1767.07 ms [2021-05-18 20:01:46 main:581] : INFO : Epoch 1900 | loss: 0.031095 | val_loss: 0.0311235 | Time: 1751.08 ms [2021-05-18 20:01:48 main:581] : INFO : Epoch 1901 | loss: 0.0310917 | val_loss: 0.0311219 | Time: 1734.62 ms [2021-05-18 20:01:50 main:581] : INFO : Epoch 1902 | loss: 0.0310893 | val_loss: 0.0311217 | Time: 1962.08 ms [2021-05-18 20:01:52 main:581] : INFO : Epoch 1903 | loss: 0.0310872 | val_loss: 0.0311225 | Time: 1713.66 ms [2021-05-18 20:01:54 main:581] : INFO : Epoch 1904 | loss: 0.0310873 | val_loss: 0.0311235 | Time: 1650.08 ms [2021-05-18 20:01:55 main:581] : INFO : Epoch 1905 | loss: 0.0310893 | val_loss: 0.0311243 | Time: 1703.79 ms [2021-05-18 20:01:57 main:581] : INFO : Epoch 1906 | loss: 0.0310902 | val_loss: 0.0311279 | Time: 1625.96 ms [2021-05-18 20:01:59 main:581] : INFO : Epoch 1907 | loss: 0.0310931 | val_loss: 0.0311274 | Time: 1687.74 ms [2021-05-18 20:02:00 main:581] : INFO : Epoch 1908 | loss: 0.0310904 | val_loss: 0.0311346 | Time: 1861.18 ms [2021-05-18 20:02:02 main:581] : INFO : Epoch 1909 | loss: 0.0310918 | val_loss: 0.0311233 | Time: 1683.65 ms [2021-05-18 20:02:04 main:581] : INFO : Epoch 1910 | loss: 0.0310895 | val_loss: 0.031125 | Time: 1765.3 ms [2021-05-18 20:02:05 main:581] : INFO : Epoch 1911 | loss: 0.0310867 | val_loss: 0.0311241 | Time: 1606.65 ms [2021-05-18 20:02:07 main:581] : INFO : Epoch 1912 | loss: 0.0310859 | val_loss: 0.0311283 | Time: 1634.86 ms [2021-05-18 20:02:09 main:581] : INFO : Epoch 1913 | loss: 0.0310892 | val_loss: 0.0311285 | Time: 1811.39 ms [2021-05-18 20:02:11 main:581] : INFO : Epoch 1914 | loss: 0.0310877 | val_loss: 0.0311323 | Time: 1747.75 ms [2021-05-18 20:02:12 main:581] : INFO : Epoch 1915 | loss: 0.031093 | val_loss: 0.0311308 | Time: 1844.71 ms [2021-05-18 20:02:14 main:581] : INFO : Epoch 1916 | loss: 0.0310919 | val_loss: 0.0311315 | Time: 1677.98 ms [2021-05-18 20:02:16 main:581] : INFO : Epoch 1917 | loss: 0.0310864 | val_loss: 0.031133 | Time: 1624.3 ms [2021-05-18 20:02:17 main:581] : INFO : Epoch 1918 | loss: 0.0310834 | val_loss: 0.0311295 | Time: 1688.57 ms [2021-05-18 20:02:19 main:581] : INFO : Epoch 1919 | loss: 0.0310824 | val_loss: 0.0311297 | Time: 1730.96 ms [2021-05-18 20:02:21 main:581] : INFO : Epoch 1920 | loss: 0.0310826 | val_loss: 0.0311261 | Time: 1728.59 ms [2021-05-18 20:02:23 main:581] : INFO : Epoch 1921 | loss: 0.031082 | val_loss: 0.0311291 | Time: 1632.15 ms [2021-05-18 20:02:24 main:581] : INFO : Epoch 1922 | loss: 0.031079 | val_loss: 0.0311295 | Time: 1827.28 ms [2021-05-18 20:02:26 main:581] : INFO : Epoch 1923 | loss: 0.0310794 | val_loss: 0.0311299 | Time: 1657.21 ms [2021-05-18 20:02:28 main:581] : INFO : Epoch 1924 | loss: 0.0310875 | val_loss: 0.0311314 | Time: 1863.1 ms [2021-05-18 20:02:30 main:581] : INFO : Epoch 1925 | loss: 0.0310906 | val_loss: 0.0311273 | Time: 1743.54 ms [2021-05-18 20:02:31 main:581] : INFO : Epoch 1926 | loss: 0.031084 | val_loss: 0.0311303 | Time: 1749.88 ms [2021-05-18 20:02:33 main:581] : INFO : Epoch 1927 | loss: 0.0310822 | val_loss: 0.0311329 | Time: 1642.3 ms [2021-05-18 20:02:35 main:581] : INFO : Epoch 1928 | loss: 0.0310828 | val_loss: 0.0311287 | Time: 1675.21 ms [2021-05-18 20:02:36 main:581] : INFO : Epoch 1929 | loss: 0.0310798 | val_loss: 0.0311258 | Time: 1751.4 ms [2021-05-18 20:02:38 main:581] : INFO : Epoch 1930 | loss: 0.0310783 | val_loss: 0.0311285 | Time: 1746.5 ms [2021-05-18 20:02:40 main:581] : INFO : Epoch 1931 | loss: 0.0310787 | val_loss: 0.031133 | Time: 1909.06 ms [2021-05-18 20:02:42 main:581] : INFO : Epoch 1932 | loss: 0.0310817 | val_loss: 0.0311353 | Time: 1617.03 ms [2021-05-18 20:02:44 main:581] : INFO : Epoch 1933 | loss: 0.0310826 | val_loss: 0.0311386 | Time: 1871.31 ms [2021-05-18 20:02:45 main:581] : INFO : Epoch 1934 | loss: 0.0310827 | val_loss: 0.0311305 | Time: 1715.24 ms [2021-05-18 20:02:47 main:581] : INFO : Epoch 1935 | loss: 0.0310814 | val_loss: 0.0311321 | Time: 1743.05 ms [2021-05-18 20:02:49 main:581] : INFO : Epoch 1936 | loss: 0.0310809 | val_loss: 0.031129 | Time: 1690.83 ms [2021-05-18 20:02:50 main:581] : INFO : Epoch 1937 | loss: 0.0310807 | val_loss: 0.0311375 | Time: 1649.85 ms [2021-05-18 20:02:52 main:581] : INFO : Epoch 1938 | loss: 0.0310783 | val_loss: 0.0311349 | Time: 1684.5 ms [2021-05-18 20:02:54 main:581] : INFO : Epoch 1939 | loss: 0.0310777 | val_loss: 0.0311395 | Time: 1646.61 ms [2021-05-18 20:02:55 main:581] : INFO : Epoch 1940 | loss: 0.0310779 | val_loss: 0.0311376 | Time: 1711.08 ms [2021-05-18 20:02:57 main:581] : INFO : Epoch 1941 | loss: 0.0310761 | val_loss: 0.0311354 | Time: 1606.79 ms [2021-05-18 20:02:59 main:581] : INFO : Epoch 1942 | loss: 0.0310755 | val_loss: 0.0311325 | Time: 1593.21 ms [2021-05-18 20:03:00 main:581] : INFO : Epoch 1943 | loss: 0.0310749 | val_loss: 0.0311286 | Time: 1679.19 ms [2021-05-18 20:03:02 main:581] : INFO : Epoch 1944 | loss: 0.031079 | val_loss: 0.0311331 | Time: 1711.33 ms [2021-05-18 20:03:04 main:581] : INFO : Epoch 1945 | loss: 0.0310783 | val_loss: 0.0311356 | Time: 1849.86 ms [2021-05-18 20:03:06 main:581] : INFO : Epoch 1946 | loss: 0.0310775 | val_loss: 0.0311357 | Time: 1780.32 ms [2021-05-18 20:03:08 main:581] : INFO : Epoch 1947 | loss: 0.031077 | val_loss: 0.0311356 | Time: 1908.19 ms [2021-05-18 20:03:09 main:581] : INFO : Epoch 1948 | loss: 0.0310753 | val_loss: 0.031134 | Time: 1833.19 ms [2021-05-18 20:03:11 main:581] : INFO : Epoch 1949 | loss: 0.0310737 | val_loss: 0.0311311 | Time: 1682.86 ms [2021-05-18 20:03:13 main:581] : INFO : Epoch 1950 | loss: 0.0310745 | val_loss: 0.0311362 | Time: 1635.73 ms [2021-05-18 20:03:14 main:581] : INFO : Epoch 1951 | loss: 0.0310761 | val_loss: 0.0311359 | Time: 1646.79 ms [2021-05-18 20:03:16 main:581] : INFO : Epoch 1952 | loss: 0.0310767 | val_loss: 0.0311342 | Time: 1801.69 ms [2021-05-18 20:03:18 main:581] : INFO : Epoch 1953 | loss: 0.0310845 | val_loss: 0.0311294 | Time: 1696.06 ms [2021-05-18 20:03:20 main:581] : INFO : Epoch 1954 | loss: 0.0310831 | val_loss: 0.0311288 | Time: 1784.62 ms [2021-05-18 20:03:21 main:581] : INFO : Epoch 1955 | loss: 0.0310795 | val_loss: 0.0311318 | Time: 1695.3 ms [2021-05-18 20:03:23 main:581] : INFO : Epoch 1956 | loss: 0.0310771 | val_loss: 0.0311291 | Time: 1759.18 ms [2021-05-18 20:03:25 main:581] : INFO : Epoch 1957 | loss: 0.0310752 | val_loss: 0.0311281 | Time: 1776.13 ms [2021-05-18 20:03:27 main:581] : INFO : Epoch 1958 | loss: 0.0310746 | val_loss: 0.0311255 | Time: 1675.69 ms [2021-05-18 20:03:28 main:581] : INFO : Epoch 1959 | loss: 0.031075 | val_loss: 0.031129 | Time: 1810.45 ms [2021-05-18 20:03:30 main:581] : INFO : Epoch 1960 | loss: 0.0310739 | val_loss: 0.0311289 | Time: 1782.77 ms [2021-05-18 20:03:32 main:581] : INFO : Epoch 1961 | loss: 0.0310815 | val_loss: 0.0311359 | Time: 1860.3 ms [2021-05-18 20:03:34 main:581] : INFO : Epoch 1962 | loss: 0.0310793 | val_loss: 0.0311291 | Time: 1913.47 ms [2021-05-18 20:03:36 main:581] : INFO : Epoch 1963 | loss: 0.0310801 | val_loss: 0.0311312 | Time: 1841.6 ms [2021-05-18 20:03:38 main:581] : INFO : Epoch 1964 | loss: 0.0310777 | val_loss: 0.0311301 | Time: 1709.69 ms [2021-05-18 20:03:39 main:581] : INFO : Epoch 1965 | loss: 0.0310778 | val_loss: 0.0311336 | Time: 1665.82 ms [2021-05-18 20:03:41 main:581] : INFO : Epoch 1966 | loss: 0.031075 | val_loss: 0.0311371 | Time: 1734.45 ms [2021-05-18 20:03:43 main:581] : INFO : Epoch 1967 | loss: 0.0310781 | val_loss: 0.0311394 | Time: 1721.94 ms [2021-05-18 20:03:44 main:581] : INFO : Epoch 1968 | loss: 0.0310733 | val_loss: 0.031135 | Time: 1783.26 ms [2021-05-18 20:03:46 main:581] : INFO : Epoch 1969 | loss: 0.0310716 | val_loss: 0.0311334 | Time: 1789.36 ms [2021-05-18 20:03:48 main:581] : INFO : Epoch 1970 | loss: 0.0310703 | val_loss: 0.0311279 | Time: 1709.26 ms [2021-05-18 20:03:50 main:581] : INFO : Epoch 1971 | loss: 0.0310728 | val_loss: 0.0311337 | Time: 1831.15 ms [2021-05-18 20:03:52 main:581] : INFO : Epoch 1972 | loss: 0.0310764 | val_loss: 0.031135 | Time: 1821.64 ms [2021-05-18 20:03:53 main:581] : INFO : Epoch 1973 | loss: 0.0310724 | val_loss: 0.0311359 | Time: 1650.4 ms [2021-05-18 20:03:55 main:581] : INFO : Epoch 1974 | loss: 0.031072 | val_loss: 0.0311358 | Time: 1824.13 ms [2021-05-18 20:03:57 main:581] : INFO : Epoch 1975 | loss: 0.0310717 | val_loss: 0.0311363 | Time: 1759.91 ms [2021-05-18 20:03:59 main:581] : INFO : Epoch 1976 | loss: 0.0310702 | val_loss: 0.031139 | Time: 1797.56 ms [2021-05-18 20:04:00 main:581] : INFO : Epoch 1977 | loss: 0.0310701 | val_loss: 0.0311346 | Time: 1745.09 ms [2021-05-18 20:04:02 main:581] : INFO : Epoch 1978 | loss: 0.0310691 | val_loss: 0.0311294 | Time: 1645.24 ms [2021-05-18 20:04:04 main:581] : INFO : Epoch 1979 | loss: 0.0310699 | val_loss: 0.0311282 | Time: 1656.65 ms [2021-05-18 20:04:05 main:581] : INFO : Epoch 1980 | loss: 0.0310715 | val_loss: 0.0311319 | Time: 1717.78 ms [2021-05-18 20:04:07 main:581] : INFO : Epoch 1981 | loss: 0.0310712 | val_loss: 0.0311348 | Time: 1811.58 ms [2021-05-18 20:04:09 main:581] : INFO : Epoch 1982 | loss: 0.0310688 | val_loss: 0.0311381 | Time: 1830.5 ms [2021-05-18 20:04:11 main:581] : INFO : Epoch 1983 | loss: 0.0310674 | val_loss: 0.031131 | Time: 1691.21 ms [2021-05-18 20:04:12 main:581] : INFO : Epoch 1984 | loss: 0.0310668 | val_loss: 0.0311349 | Time: 1677.24 ms [2021-05-18 20:04:14 main:581] : INFO : Epoch 1985 | loss: 0.0310682 | val_loss: 0.03113 | Time: 1661.8 ms [2021-05-18 20:04:16 main:581] : INFO : Epoch 1986 | loss: 0.0310733 | val_loss: 0.0311417 | Time: 1716.83 ms [2021-05-18 20:04:17 main:581] : INFO : Epoch 1987 | loss: 0.0310776 | val_loss: 0.0311346 | Time: 1702 ms [2021-05-18 20:04:19 main:581] : INFO : Epoch 1988 | loss: 0.0310708 | val_loss: 0.0311412 | Time: 1792.32 ms [2021-05-18 20:04:21 main:581] : INFO : Epoch 1989 | loss: 0.031074 | val_loss: 0.0311327 | Time: 1759.86 ms [2021-05-18 20:04:23 main:581] : INFO : Epoch 1990 | loss: 0.0310731 | val_loss: 0.0311407 | Time: 1682.66 ms [2021-05-18 20:04:24 main:581] : INFO : Epoch 1991 | loss: 0.0310726 | val_loss: 0.0311365 | Time: 1685.03 ms [2021-05-18 20:04:26 main:581] : INFO : Epoch 1992 | loss: 0.0310695 | val_loss: 0.0311355 | Time: 1715.52 ms [2021-05-18 20:04:28 main:581] : INFO : Epoch 1993 | loss: 0.0310693 | val_loss: 0.0311343 | Time: 1668.87 ms [2021-05-18 20:04:29 main:581] : INFO : Epoch 1994 | loss: 0.0310692 | val_loss: 0.0311368 | Time: 1662.89 ms [2021-05-18 20:04:31 main:581] : INFO : Epoch 1995 | loss: 0.0310738 | val_loss: 0.0311321 | Time: 1748.79 ms [2021-05-18 20:04:33 main:581] : INFO : Epoch 1996 | loss: 0.0310743 | val_loss: 0.0311286 | Time: 1714.53 ms [2021-05-18 20:04:35 main:581] : INFO : Epoch 1997 | loss: 0.0310777 | val_loss: 0.0311296 | Time: 1741.7 ms [2021-05-18 20:04:36 main:581] : INFO : Epoch 1998 | loss: 0.0310739 | val_loss: 0.0311284 | Time: 1753.14 ms [2021-05-18 20:04:38 main:581] : INFO : Epoch 1999 | loss: 0.03107 | val_loss: 0.0311278 | Time: 1758.81 ms [2021-05-18 20:04:40 main:581] : INFO : Epoch 2000 | loss: 0.0310696 | val_loss: 0.0311289 | Time: 1822.85 ms [2021-05-18 20:04:42 main:581] : INFO : Epoch 2001 | loss: 0.031069 | val_loss: 0.031129 | Time: 1730.85 ms [2021-05-18 20:04:43 main:581] : INFO : Epoch 2002 | loss: 0.0310695 | val_loss: 0.031134 | Time: 1753.64 ms [2021-05-18 20:04:45 main:581] : INFO : Epoch 2003 | loss: 0.0310702 | val_loss: 0.0311257 | Time: 1695.94 ms [2021-05-18 20:04:47 main:581] : INFO : Epoch 2004 | loss: 0.031069 | val_loss: 0.0311285 | Time: 1796.16 ms [2021-05-18 20:04:49 main:581] : INFO : Epoch 2005 | loss: 0.0310681 | val_loss: 0.0311312 | Time: 1683.05 ms [2021-05-18 20:04:50 main:581] : INFO : Epoch 2006 | loss: 0.0310685 | val_loss: 0.0311336 | Time: 1764.34 ms [2021-05-18 20:04:52 main:581] : INFO : Epoch 2007 | loss: 0.0310681 | val_loss: 0.0311293 | Time: 1771.9 ms [2021-05-18 20:04:54 main:581] : INFO : Epoch 2008 | loss: 0.031068 | val_loss: 0.0311312 | Time: 1706.43 ms [2021-05-18 20:04:56 main:581] : INFO : Epoch 2009 | loss: 0.0310733 | val_loss: 0.0311363 | Time: 1744.51 ms [2021-05-18 20:04:57 main:581] : INFO : Epoch 2010 | loss: 0.0310786 | val_loss: 0.0311306 | Time: 1715.22 ms [2021-05-18 20:04:59 main:581] : INFO : Epoch 2011 | loss: 0.0310752 | val_loss: 0.0311301 | Time: 1763.06 ms [2021-05-18 20:05:01 main:581] : INFO : Epoch 2012 | loss: 0.0310778 | val_loss: 0.0311356 | Time: 1747.07 ms [2021-05-18 20:05:03 main:581] : INFO : Epoch 2013 | loss: 0.0310816 | val_loss: 0.0311343 | Time: 1772.58 ms [2021-05-18 20:05:04 main:581] : INFO : Epoch 2014 | loss: 0.031081 | val_loss: 0.0311344 | Time: 1685.69 ms [2021-05-18 20:05:06 main:581] : INFO : Epoch 2015 | loss: 0.0310768 | val_loss: 0.0311376 | Time: 1672.5 ms [2021-05-18 20:05:08 main:581] : INFO : Epoch 2016 | loss: 0.0310766 | val_loss: 0.0311377 | Time: 1680.38 ms [2021-05-18 20:05:09 main:581] : INFO : Epoch 2017 | loss: 0.0310751 | val_loss: 0.0311386 | Time: 1677.42 ms [2021-05-18 20:05:11 main:581] : INFO : Epoch 2018 | loss: 0.0310714 | val_loss: 0.0311402 | Time: 1794.57 ms [2021-05-18 20:05:13 main:581] : INFO : Epoch 2019 | loss: 0.0310727 | val_loss: 0.031139 | Time: 1683.25 ms [2021-05-18 20:05:15 main:581] : INFO : Epoch 2020 | loss: 0.0310716 | val_loss: 0.0311365 | Time: 1776.94 ms [2021-05-18 20:05:16 main:581] : INFO : Epoch 2021 | loss: 0.0310707 | val_loss: 0.0311356 | Time: 1720.66 ms [2021-05-18 20:05:18 main:581] : INFO : Epoch 2022 | loss: 0.0310742 | val_loss: 0.0311337 | Time: 1762.49 ms [2021-05-18 20:05:20 main:581] : INFO : Epoch 2023 | loss: 0.031072 | val_loss: 0.0311347 | Time: 1690.45 ms [2021-05-18 20:05:22 main:581] : INFO : Epoch 2024 | loss: 0.0310727 | val_loss: 0.031139 | Time: 1718.06 ms [2021-05-18 20:05:23 main:581] : INFO : Epoch 2025 | loss: 0.0310936 | val_loss: 0.0311297 | Time: 1749.25 ms [2021-05-18 20:05:25 main:581] : INFO : Epoch 2026 | loss: 0.0311013 | val_loss: 0.031126 | Time: 1717.37 ms [2021-05-18 20:05:27 main:581] : INFO : Epoch 2027 | loss: 0.0311023 | val_loss: 0.0311233 | Time: 1811.86 ms [2021-05-18 20:05:28 main:581] : INFO : Epoch 2028 | loss: 0.0311034 | val_loss: 0.0311244 | Time: 1713.41 ms [2021-05-18 20:05:30 main:581] : INFO : Epoch 2029 | loss: 0.0310984 | val_loss: 0.0311259 | Time: 1756.91 ms [2021-05-18 20:05:32 main:581] : INFO : Epoch 2030 | loss: 0.0310941 | val_loss: 0.0311212 | Time: 1642.42 ms [2021-05-18 20:05:34 main:581] : INFO : Epoch 2031 | loss: 0.031091 | val_loss: 0.0311287 | Time: 1640.6 ms [2021-05-18 20:05:35 main:581] : INFO : Epoch 2032 | loss: 0.0310887 | val_loss: 0.0311238 | Time: 1656.31 ms [2021-05-18 20:05:37 main:581] : INFO : Epoch 2033 | loss: 0.0310854 | val_loss: 0.03112 | Time: 1702.61 ms [2021-05-18 20:05:39 main:581] : INFO : Epoch 2034 | loss: 0.0310863 | val_loss: 0.0311189 | Time: 1722.65 ms [2021-05-18 20:05:40 main:581] : INFO : Epoch 2035 | loss: 0.0310862 | val_loss: 0.0311263 | Time: 1706.67 ms [2021-05-18 20:05:42 main:581] : INFO : Epoch 2036 | loss: 0.0310837 | val_loss: 0.0311301 | Time: 1743.4 ms [2021-05-18 20:05:44 main:581] : INFO : Epoch 2037 | loss: 0.0310848 | val_loss: 0.0311251 | Time: 1722.69 ms [2021-05-18 20:05:45 main:581] : INFO : Epoch 2038 | loss: 0.0310835 | val_loss: 0.0311348 | Time: 1699.4 ms [2021-05-18 20:05:47 main:581] : INFO : Epoch 2039 | loss: 0.0310849 | val_loss: 0.0311203 | Time: 1867.95 ms [2021-05-18 20:05:49 main:581] : INFO : Epoch 2040 | loss: 0.031083 | val_loss: 0.0311247 | Time: 1617.55 ms [2021-05-18 20:05:51 main:581] : INFO : Epoch 2041 | loss: 0.0310804 | val_loss: 0.0311259 | Time: 1683.07 ms [2021-05-18 20:05:52 main:581] : INFO : Epoch 2042 | loss: 0.0310794 | val_loss: 0.0311219 | Time: 1649.8 ms [2021-05-18 20:05:54 main:581] : INFO : Epoch 2043 | loss: 0.0310819 | val_loss: 0.0311305 | Time: 1716.66 ms [2021-05-18 20:05:56 main:581] : INFO : Epoch 2044 | loss: 0.0310852 | val_loss: 0.0311233 | Time: 1829.97 ms [2021-05-18 20:05:58 main:581] : INFO : Epoch 2045 | loss: 0.0311046 | val_loss: 0.031136 | Time: 1849.89 ms [2021-05-18 20:06:00 main:581] : INFO : Epoch 2046 | loss: 0.0311061 | val_loss: 0.0311344 | Time: 1867.82 ms [2021-05-18 20:06:01 main:581] : INFO : Epoch 2047 | loss: 0.0310997 | val_loss: 0.0311326 | Time: 1725.76 ms [2021-05-18 20:06:03 main:581] : INFO : Epoch 2048 | loss: 0.0310948 | val_loss: 0.0311357 | Time: 1691.62 ms [2021-05-18 20:06:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311357 [2021-05-18 20:06:03 main:610] : INFO : Saving end state to config to file [2021-05-18 20:06:03 main:615] : INFO : Success, exiting.. 20:06:03 (21181): 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)