Task 4193326
| Name | ParityModified-1612729318-12840-2_0 |
| Workunit | 2289037 |
| Created | 27 Feb 2021, 11:28:52 UTC |
| Sent | 9 Mar 2021, 3:12:14 UTC |
| Report deadline | 16 Mar 2021, 3:12:14 UTC |
| Received | 9 Mar 2021, 5:10:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 59 min 38 sec |
| CPU time | 58 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 05 main:574] : INFO : Epoch 1542 | loss: 0.031129 | val_loss: 0.0311611 | Time: 1526.3 ms [2021-03-09 05:51:06 main:574] : INFO : Epoch 1543 | loss: 0.031128 | val_loss: 0.0311691 | Time: 1907.78 ms [2021-03-09 05:51:08 main:574] : INFO : Epoch 1544 | loss: 0.0311269 | val_loss: 0.0311623 | Time: 1755.13 ms [2021-03-09 05:51:10 main:574] : INFO : Epoch 1545 | loss: 0.0311246 | val_loss: 0.0311624 | Time: 1821.21 ms [2021-03-09 05:51:12 main:574] : INFO : Epoch 1546 | loss: 0.0311261 | val_loss: 0.0311635 | Time: 1810.16 ms [2021-03-09 05:51:13 main:574] : INFO : Epoch 1547 | loss: 0.0311259 | val_loss: 0.0311651 | Time: 1505.34 ms [2021-03-09 05:51:15 main:574] : INFO : Epoch 1548 | loss: 0.0311247 | val_loss: 0.0311634 | Time: 1703.49 ms [2021-03-09 05:51:17 main:574] : INFO : Epoch 1549 | loss: 0.0311265 | val_loss: 0.031163 | Time: 1804.52 ms [2021-03-09 05:51:19 main:574] : INFO : Epoch 1550 | loss: 0.031125 | val_loss: 0.0311599 | Time: 1790.03 ms [2021-03-09 05:51:20 main:574] : INFO : Epoch 1551 | loss: 0.0311233 | val_loss: 0.0311651 | Time: 1773.6 ms [2021-03-09 05:51:22 main:574] : INFO : Epoch 1552 | loss: 0.0311254 | val_loss: 0.0311608 | Time: 1738.92 ms [2021-03-09 05:51:24 main:574] : INFO : Epoch 1553 | loss: 0.0311282 | val_loss: 0.0311573 | Time: 1436.07 ms [2021-03-09 05:51:25 main:574] : INFO : Epoch 1554 | loss: 0.0311349 | val_loss: 0.0311602 | Time: 1753.29 ms [2021-03-09 05:51:27 main:574] : INFO : Epoch 1555 | loss: 0.0311326 | val_loss: 0.0311556 | Time: 1845.14 ms [2021-03-09 05:51:29 main:574] : INFO : Epoch 1556 | loss: 0.0311305 | val_loss: 0.0311575 | Time: 1786.38 ms [2021-03-09 05:51:31 main:574] : INFO : Epoch 1557 | loss: 0.031129 | val_loss: 0.0311571 | Time: 1739.46 ms [2021-03-09 05:51:33 main:574] : INFO : Epoch 1558 | loss: 0.0311274 | val_loss: 0.0311611 | Time: 1803.48 ms [2021-03-09 05:51:34 main:574] : INFO : Epoch 1559 | loss: 0.0311267 | val_loss: 0.031154 | Time: 1422.1 ms [2021-03-09 05:51:36 main:574] : INFO : Epoch 1560 | loss: 0.0311283 | val_loss: 0.0311612 | Time: 1814.92 ms [2021-03-09 05:51:38 main:574] : INFO : Epoch 1561 | loss: 0.031127 | val_loss: 0.0311601 | Time: 1770.06 ms [2021-03-09 05:51:39 main:574] : INFO : Epoch 1562 | loss: 0.031127 | val_loss: 0.0311553 | Time: 1813.1 ms [2021-03-09 05:51:41 main:574] : INFO : Epoch 1563 | loss: 0.0311285 | val_loss: 0.0311553 | Time: 1892.97 ms [2021-03-09 05:51:43 main:574] : INFO : Epoch 1564 | loss: 0.0311269 | val_loss: 0.0311595 | Time: 1691.82 ms [2021-03-09 05:51:45 main:574] : INFO : Epoch 1565 | loss: 0.0311263 | val_loss: 0.0311636 | Time: 1613.52 ms [2021-03-09 05:51:47 main:574] : INFO : Epoch 1566 | loss: 0.0311273 | val_loss: 0.0311604 | Time: 1819.38 ms [2021-03-09 05:51:48 main:574] : INFO : Epoch 1567 | loss: 0.0311256 | val_loss: 0.0311663 | Time: 1883.39 ms [2021-03-09 05:51:50 main:574] : INFO : Epoch 1568 | loss: 0.0311254 | val_loss: 0.0311584 | Time: 1773.23 ms [2021-03-09 05:51:52 main:574] : INFO : Epoch 1569 | loss: 0.0311246 | val_loss: 0.0311594 | Time: 1777.06 ms [2021-03-09 05:51:54 main:574] : INFO : Epoch 1570 | loss: 0.0311234 | val_loss: 0.0311582 | Time: 1512.94 ms [2021-03-09 05:51:55 main:574] : INFO : Epoch 1571 | loss: 0.0311228 | val_loss: 0.0311618 | Time: 1731.57 ms [2021-03-09 05:51:57 main:574] : INFO : Epoch 1572 | loss: 0.0311227 | val_loss: 0.0311603 | Time: 1827.72 ms [2021-03-09 05:51:59 main:574] : INFO : Epoch 1573 | loss: 0.0311235 | val_loss: 0.0311632 | Time: 1849.25 ms [2021-03-09 05:52:01 main:574] : INFO : Epoch 1574 | loss: 0.0311279 | val_loss: 0.0311602 | Time: 1836.53 ms [2021-03-09 05:52:03 main:574] : INFO : Epoch 1575 | loss: 0.0311335 | val_loss: 0.0311647 | Time: 1796.5 ms [2021-03-09 05:52:04 main:574] : INFO : Epoch 1576 | loss: 0.031133 | val_loss: 0.0311571 | Time: 1411.69 ms [2021-03-09 05:52:06 main:574] : INFO : Epoch 1577 | loss: 0.031129 | val_loss: 0.0311585 | Time: 1690.64 ms [2021-03-09 05:52:08 main:574] : INFO : Epoch 1578 | loss: 0.0311312 | val_loss: 0.0311611 | Time: 1751.17 ms [2021-03-09 05:52:09 main:574] : INFO : Epoch 1579 | loss: 0.0311278 | val_loss: 0.0311626 | Time: 1842.04 ms [2021-03-09 05:52:11 main:574] : INFO : Epoch 1580 | loss: 0.031126 | val_loss: 0.0311621 | Time: 1735.7 ms [2021-03-09 05:52:13 main:574] : INFO : Epoch 1581 | loss: 0.031126 | val_loss: 0.0311652 | Time: 1715.35 ms [2021-03-09 05:52:14 main:574] : INFO : Epoch 1582 | loss: 0.0311294 | val_loss: 0.0311603 | Time: 1453.94 ms [2021-03-09 05:52:16 main:574] : INFO : Epoch 1583 | loss: 0.0311312 | val_loss: 0.0311587 | Time: 1797.29 ms [2021-03-09 05:52:18 main:574] : INFO : Epoch 1584 | loss: 0.0311285 | val_loss: 0.0311618 | Time: 1874.58 ms [2021-03-09 05:52:20 main:574] : INFO : Epoch 1585 | loss: 0.031132 | val_loss: 0.0311591 | Time: 1783.75 ms [2021-03-09 05:52:22 main:574] : INFO : Epoch 1586 | loss: 0.0311361 | val_loss: 0.0311585 | Time: 1786.47 ms [2021-03-09 05:52:23 main:574] : INFO : Epoch 1587 | loss: 0.0311397 | val_loss: 0.0311669 | Time: 1586.8 ms [2021-03-09 05:52:25 main:574] : INFO : Epoch 1588 | loss: 0.0311345 | val_loss: 0.0311618 | Time: 1599.84 ms [2021-03-09 05:52:27 main:574] : INFO : Epoch 1589 | loss: 0.0311302 | val_loss: 0.0311726 | Time: 1798.71 ms [2021-03-09 05:52:28 main:574] : INFO : Epoch 1590 | loss: 0.0311358 | val_loss: 0.031162 | Time: 1834.29 ms [2021-03-09 05:52:30 main:574] : INFO : Epoch 1591 | loss: 0.0311377 | val_loss: 0.0311649 | Time: 1806.49 ms [2021-03-09 05:52:32 main:574] : INFO : Epoch 1592 | loss: 0.0311319 | val_loss: 0.0311585 | Time: 1784.46 ms [2021-03-09 05:52:34 main:574] : INFO : Epoch 1593 | loss: 0.0311282 | val_loss: 0.0311621 | Time: 1535.1 ms [2021-03-09 05:52:35 main:574] : INFO : Epoch 1594 | loss: 0.0311286 | val_loss: 0.0311599 | Time: 1766.17 ms [2021-03-09 05:52:37 main:574] : INFO : Epoch 1595 | loss: 0.0311268 | val_loss: 0.0311581 | Time: 1806.58 ms [2021-03-09 05:52:39 main:574] : INFO : Epoch 1596 | loss: 0.0311268 | val_loss: 0.0311659 | Time: 1830.45 ms [2021-03-09 05:52:41 main:574] : INFO : Epoch 1597 | loss: 0.0311251 | val_loss: 0.0311593 | Time: 1787.82 ms [2021-03-09 05:52:43 main:574] : INFO : Epoch 1598 | loss: 0.0311235 | val_loss: 0.0311576 | Time: 1829.54 ms [2021-03-09 05:52:44 main:574] : INFO : Epoch 1599 | loss: 0.0311243 | val_loss: 0.0311584 | Time: 1457.29 ms [2021-03-09 05:52:46 main:574] : INFO : Epoch 1600 | loss: 0.0311243 | val_loss: 0.031163 | Time: 1811.51 ms [2021-03-09 05:52:48 main:574] : INFO : Epoch 1601 | loss: 0.0311223 | val_loss: 0.031161 | Time: 1859.97 ms [2021-03-09 05:52:50 main:574] : INFO : Epoch 1602 | loss: 0.0311251 | val_loss: 0.0311595 | Time: 1800.01 ms [2021-03-09 05:52:51 main:574] : INFO : Epoch 1603 | loss: 0.0311235 | val_loss: 0.0311621 | Time: 1695.71 ms [2021-03-09 05:52:53 main:574] : INFO : Epoch 1604 | loss: 0.0311248 | val_loss: 0.0311627 | Time: 1667.42 ms [2021-03-09 05:52:54 main:574] : INFO : Epoch 1605 | loss: 0.031125 | val_loss: 0.0311668 | Time: 1504.15 ms [2021-03-09 05:52:56 main:574] : INFO : Epoch 1606 | loss: 0.0311235 | val_loss: 0.0311656 | Time: 1720.43 ms [2021-03-09 05:52:58 main:574] : INFO : Epoch 1607 | loss: 0.0311257 | val_loss: 0.0311652 | Time: 1794.27 ms [2021-03-09 05:53:00 main:574] : INFO : Epoch 1608 | loss: 0.0311258 | val_loss: 0.031165 | Time: 1777.41 ms [2021-03-09 05:53:02 main:574] : INFO : Epoch 1609 | loss: 0.031125 | val_loss: 0.0311596 | Time: 1848.51 ms [2021-03-09 05:53:03 main:574] : INFO : Epoch 1610 | loss: 0.0311235 | val_loss: 0.031164 | Time: 1622.29 ms [2021-03-09 05:53:05 main:574] : INFO : Epoch 1611 | loss: 0.0311241 | val_loss: 0.0311657 | Time: 1556.87 ms [2021-03-09 05:53:07 main:574] : INFO : Epoch 1612 | loss: 0.0311252 | val_loss: 0.0311626 | Time: 1826.28 ms [2021-03-09 05:53:09 main:574] : INFO : Epoch 1613 | loss: 0.031124 | val_loss: 0.0311605 | Time: 1774.84 ms [2021-03-09 05:53:10 main:574] : INFO : Epoch 1614 | loss: 0.031125 | val_loss: 0.0311654 | Time: 1796.63 ms [2021-03-09 05:53:12 main:574] : INFO : Epoch 1615 | loss: 0.0311343 | val_loss: 0.0311578 | Time: 1791.99 ms [2021-03-09 05:53:14 main:574] : INFO : Epoch 1616 | loss: 0.031132 | val_loss: 0.0311604 | Time: 1514.11 ms [2021-03-09 05:53:15 main:574] : INFO : Epoch 1617 | loss: 0.0311267 | val_loss: 0.0311663 | Time: 1799.44 ms [2021-03-09 05:53:17 main:574] : INFO : Epoch 1618 | loss: 0.0311269 | val_loss: 0.0311564 | Time: 1904.05 ms [2021-03-09 05:53:19 main:574] : INFO : Epoch 1619 | loss: 0.0311281 | val_loss: 0.0311587 | Time: 1800.96 ms [2021-03-09 05:53:21 main:574] : INFO : Epoch 1620 | loss: 0.0311258 | val_loss: 0.0311727 | Time: 1817.89 ms [2021-03-09 05:53:23 main:574] : INFO : Epoch 1621 | loss: 0.0311316 | val_loss: 0.031162 | Time: 1795.67 ms [2021-03-09 05:53:24 main:574] : INFO : Epoch 1622 | loss: 0.0311263 | val_loss: 0.0311606 | Time: 1426.01 ms [2021-03-09 05:53:26 main:574] : INFO : Epoch 1623 | loss: 0.0311245 | val_loss: 0.0311615 | Time: 1751.57 ms [2021-03-09 05:53:28 main:574] : INFO : Epoch 1624 | loss: 0.031125 | val_loss: 0.0311604 | Time: 1880.55 ms [2021-03-09 05:53:30 main:574] : INFO : Epoch 1625 | loss: 0.0311299 | val_loss: 0.0311612 | Time: 1798.83 ms [2021-03-09 05:53:31 main:574] : INFO : Epoch 1626 | loss: 0.0311325 | val_loss: 0.0311625 | Time: 1800.61 ms [2021-03-09 05:53:33 main:574] : INFO : Epoch 1627 | loss: 0.0311334 | val_loss: 0.0311621 | Time: 1629.78 ms [2021-03-09 05:53:35 main:574] : INFO : Epoch 1628 | loss: 0.0311279 | val_loss: 0.0311589 | Time: 1502.93 ms [2021-03-09 05:53:36 main:574] : INFO : Epoch 1629 | loss: 0.0311266 | val_loss: 0.0311606 | Time: 1822.46 ms [2021-03-09 05:53:38 main:574] : INFO : Epoch 1630 | loss: 0.0311244 | val_loss: 0.0311565 | Time: 1732.07 ms [2021-03-09 05:53:40 main:574] : INFO : Epoch 1631 | loss: 0.0311222 | val_loss: 0.0311585 | Time: 1778.78 ms [2021-03-09 05:53:42 main:574] : INFO : Epoch 1632 | loss: 0.0311212 | val_loss: 0.031159 | Time: 1775.07 ms [2021-03-09 05:53:43 main:574] : INFO : Epoch 1633 | loss: 0.0311257 | val_loss: 0.0311573 | Time: 1641.62 ms [2021-03-09 05:53:45 main:574] : INFO : Epoch 1634 | loss: 0.0311293 | val_loss: 0.0311624 | Time: 1600.21 ms [2021-03-09 05:53:47 main:574] : INFO : Epoch 1635 | loss: 0.031129 | val_loss: 0.0311643 | Time: 1845.96 ms [2021-03-09 05:53:49 main:574] : INFO : Epoch 1636 | loss: 0.0311279 | val_loss: 0.0311597 | Time: 1799.99 ms [2021-03-09 05:53:50 main:574] : INFO : Epoch 1637 | loss: 0.0311283 | val_loss: 0.0311676 | Time: 1757.76 ms [2021-03-09 05:53:52 main:574] : INFO : Epoch 1638 | loss: 0.0311323 | val_loss: 0.0311598 | Time: 1802.56 ms [2021-03-09 05:53:54 main:574] : INFO : Epoch 1639 | loss: 0.0311287 | val_loss: 0.031161 | Time: 1510.62 ms [2021-03-09 05:53:56 main:574] : INFO : Epoch 1640 | loss: 0.0311299 | val_loss: 0.0311565 | Time: 1745.36 ms [2021-03-09 05:53:57 main:574] : INFO : Epoch 1641 | loss: 0.0311282 | val_loss: 0.031165 | Time: 1823.7 ms [2021-03-09 05:53:59 main:574] : INFO : Epoch 1642 | loss: 0.0311264 | val_loss: 0.0311572 | Time: 1834.83 ms [2021-03-09 05:54:01 main:574] : INFO : Epoch 1643 | loss: 0.0311264 | val_loss: 0.0311585 | Time: 1830.62 ms [2021-03-09 05:54:03 main:574] : INFO : Epoch 1644 | loss: 0.0311239 | val_loss: 0.0311583 | Time: 1812.54 ms [2021-03-09 05:54:04 main:574] : INFO : Epoch 1645 | loss: 0.0311247 | val_loss: 0.0311604 | Time: 1453.1 ms [2021-03-09 05:54:06 main:574] : INFO : Epoch 1646 | loss: 0.0311242 | val_loss: 0.0311608 | Time: 1832.98 ms [2021-03-09 05:54:08 main:574] : INFO : Epoch 1647 | loss: 0.0311253 | val_loss: 0.0311599 | Time: 1867.66 ms [2021-03-09 05:54:10 main:574] : INFO : Epoch 1648 | loss: 0.0311271 | val_loss: 0.0311632 | Time: 1831.92 ms [2021-03-09 05:54:12 main:574] : INFO : Epoch 1649 | loss: 0.0311223 | val_loss: 0.0311636 | Time: 1873.02 ms [2021-03-09 05:54:13 main:574] : INFO : Epoch 1650 | loss: 0.031121 | val_loss: 0.0311636 | Time: 1654.88 ms [2021-03-09 05:54:15 main:574] : INFO : Epoch 1651 | loss: 0.0311216 | val_loss: 0.0311578 | Time: 1684.93 ms [2021-03-09 05:54:17 main:574] : INFO : Epoch 1652 | loss: 0.0311241 | val_loss: 0.0311613 | Time: 1761.99 ms [2021-03-09 05:54:19 main:574] : INFO : Epoch 1653 | loss: 0.0311297 | val_loss: 0.0311656 | Time: 1794.6 ms [2021-03-09 05:54:21 main:574] : INFO : Epoch 1654 | loss: 0.0311312 | val_loss: 0.0311573 | Time: 1839.11 ms [2021-03-09 05:54:22 main:574] : INFO : Epoch 1655 | loss: 0.0311253 | val_loss: 0.0311571 | Time: 1770.73 ms [2021-03-09 05:54:24 main:574] : INFO : Epoch 1656 | loss: 0.0311247 | val_loss: 0.0311528 | Time: 1477.36 ms [2021-03-09 05:54:26 main:574] : INFO : Epoch 1657 | loss: 0.0311237 | val_loss: 0.0311571 | Time: 1657.4 ms [2021-03-09 05:54:27 main:574] : INFO : Epoch 1658 | loss: 0.0311255 | val_loss: 0.0311598 | Time: 1813.32 ms [2021-03-09 05:54:29 main:574] : INFO : Epoch 1659 | loss: 0.0311266 | val_loss: 0.0311582 | Time: 1831.4 ms [2021-03-09 05:54:31 main:574] : INFO : Epoch 1660 | loss: 0.0311226 | val_loss: 0.0311582 | Time: 1823.88 ms [2021-03-09 05:54:33 main:574] : INFO : Epoch 1661 | loss: 0.0311245 | val_loss: 0.0311569 | Time: 1858.06 ms [2021-03-09 05:54:34 main:574] : INFO : Epoch 1662 | loss: 0.0311272 | val_loss: 0.0311619 | Time: 1457.55 ms [2021-03-09 05:54:36 main:574] : INFO : Epoch 1663 | loss: 0.0311325 | val_loss: 0.031165 | Time: 1783.11 ms [2021-03-09 05:54:38 main:574] : INFO : Epoch 1664 | loss: 0.0311394 | val_loss: 0.0311648 | Time: 1798.63 ms [2021-03-09 05:54:40 main:574] : INFO : Epoch 1665 | loss: 0.0311354 | val_loss: 0.0311644 | Time: 1811.36 ms [2021-03-09 05:54:42 main:574] : INFO : Epoch 1666 | loss: 0.0311322 | val_loss: 0.0311666 | Time: 1820.06 ms [2021-03-09 05:54:43 main:574] : INFO : Epoch 1667 | loss: 0.0311321 | val_loss: 0.0311608 | Time: 1683.43 ms [2021-03-09 05:54:45 main:574] : INFO : Epoch 1668 | loss: 0.0311297 | val_loss: 0.0311573 | Time: 1522.67 ms [2021-03-09 05:54:47 main:574] : INFO : Epoch 1669 | loss: 0.0311312 | val_loss: 0.0311632 | Time: 1799.6 ms [2021-03-09 05:54:48 main:574] : INFO : Epoch 1670 | loss: 0.03113 | val_loss: 0.0311565 | Time: 1788.69 ms [2021-03-09 05:54:50 main:574] : INFO : Epoch 1671 | loss: 0.031126 | val_loss: 0.031157 | Time: 1852.17 ms [2021-03-09 05:54:52 main:574] : INFO : Epoch 1672 | loss: 0.0311272 | val_loss: 0.0311559 | Time: 1862.88 ms [2021-03-09 05:54:54 main:574] : INFO : Epoch 1673 | loss: 0.0311264 | val_loss: 0.0311592 | Time: 1551.54 ms [2021-03-09 05:54:55 main:574] : INFO : Epoch 1674 | loss: 0.0311291 | val_loss: 0.0311605 | Time: 1676.05 ms [2021-03-09 05:54:57 main:574] : INFO : Epoch 1675 | loss: 0.0311264 | val_loss: 0.0311577 | Time: 1832 ms [2021-03-09 05:54:59 main:574] : INFO : Epoch 1676 | loss: 0.0311281 | val_loss: 0.0311596 | Time: 1829.48 ms [2021-03-09 05:55:01 main:574] : INFO : Epoch 1677 | loss: 0.0311308 | val_loss: 0.0311546 | Time: 1874.84 ms [2021-03-09 05:55:03 main:574] : INFO : Epoch 1678 | loss: 0.031127 | val_loss: 0.0311575 | Time: 1806.74 ms [2021-03-09 05:55:04 main:574] : INFO : Epoch 1679 | loss: 0.0311263 | val_loss: 0.0311543 | Time: 1491.33 ms [2021-03-09 05:55:06 main:574] : INFO : Epoch 1680 | loss: 0.0311246 | val_loss: 0.0311577 | Time: 1740.21 ms [2021-03-09 05:55:08 main:574] : INFO : Epoch 1681 | loss: 0.0311244 | val_loss: 0.0311578 | Time: 1808.51 ms [2021-03-09 05:55:10 main:574] : INFO : Epoch 1682 | loss: 0.0311229 | val_loss: 0.0311602 | Time: 1737.32 ms [2021-03-09 05:55:11 main:574] : INFO : Epoch 1683 | loss: 0.031123 | val_loss: 0.0311574 | Time: 1855.03 ms [2021-03-09 05:55:13 main:574] : INFO : Epoch 1684 | loss: 0.0311227 | val_loss: 0.03116 | Time: 1739.95 ms [2021-03-09 05:55:15 main:574] : INFO : Epoch 1685 | loss: 0.0311218 | val_loss: 0.0311582 | Time: 1505.74 ms [2021-03-09 05:55:17 main:574] : INFO : Epoch 1686 | loss: 0.0311226 | val_loss: 0.0311597 | Time: 1870.82 ms [2021-03-09 05:55:18 main:574] : INFO : Epoch 1687 | loss: 0.0311237 | val_loss: 0.0311597 | Time: 1804.62 ms [2021-03-09 05:55:20 main:574] : INFO : Epoch 1688 | loss: 0.0311341 | val_loss: 0.031201 | Time: 1837.37 ms [2021-03-09 05:55:22 main:574] : INFO : Epoch 1689 | loss: 0.0351578 | val_loss: 0.0327737 | Time: 1785.15 ms [2021-03-09 05:55:24 main:574] : INFO : Epoch 1690 | loss: 0.0330587 | val_loss: 0.031547 | Time: 1559.42 ms [2021-03-09 05:55:25 main:574] : INFO : Epoch 1691 | loss: 0.0314863 | val_loss: 0.0313099 | Time: 1585.57 ms [2021-03-09 05:55:27 main:574] : INFO : Epoch 1692 | loss: 0.0312659 | val_loss: 0.0312292 | Time: 1792.21 ms [2021-03-09 05:55:29 main:574] : INFO : Epoch 1693 | loss: 0.0312129 | val_loss: 0.031197 | Time: 1832.09 ms [2021-03-09 05:55:31 main:574] : INFO : Epoch 1694 | loss: 0.0311921 | val_loss: 0.0311856 | Time: 1827.66 ms [2021-03-09 05:55:33 main:574] : INFO : Epoch 1695 | loss: 0.0311842 | val_loss: 0.0311794 | Time: 1811.39 ms [2021-03-09 05:55:34 main:574] : INFO : Epoch 1696 | loss: 0.0311799 | val_loss: 0.0311742 | Time: 1452.48 ms [2021-03-09 05:55:36 main:574] : INFO : Epoch 1697 | loss: 0.0311696 | val_loss: 0.031163 | Time: 1674.37 ms [2021-03-09 05:55:38 main:574] : INFO : Epoch 1698 | loss: 0.0311564 | val_loss: 0.0311579 | Time: 1843.98 ms [2021-03-09 05:55:39 main:574] : INFO : Epoch 1699 | loss: 0.0311489 | val_loss: 0.0311539 | Time: 1833.5 ms [2021-03-09 05:55:41 main:574] : INFO : Epoch 1700 | loss: 0.0311443 | val_loss: 0.0311515 | Time: 1814.16 ms [2021-03-09 05:55:43 main:574] : INFO : Epoch 1701 | loss: 0.0311404 | val_loss: 0.031151 | Time: 1929.57 ms [2021-03-09 05:55:45 main:574] : INFO : Epoch 1702 | loss: 0.0311383 | val_loss: 0.0311524 | Time: 1429.44 ms [2021-03-09 05:55:46 main:574] : INFO : Epoch 1703 | loss: 0.0311375 | val_loss: 0.0311523 | Time: 1723.85 ms [2021-03-09 05:55:48 main:574] : INFO : Epoch 1704 | loss: 0.0311355 | val_loss: 0.0311498 | Time: 1741.21 ms [2021-03-09 05:55:50 main:574] : INFO : Epoch 1705 | loss: 0.0311342 | val_loss: 0.0311521 | Time: 1851.04 ms [2021-03-09 05:55:52 main:574] : INFO : Epoch 1706 | loss: 0.0311347 | val_loss: 0.0311475 | Time: 1795.99 ms [2021-03-09 05:55:53 main:574] : INFO : Epoch 1707 | loss: 0.0311341 | val_loss: 0.0311496 | Time: 1674.08 ms [2021-03-09 05:55:55 main:574] : INFO : Epoch 1708 | loss: 0.0311294 | val_loss: 0.0311545 | Time: 1467.19 ms [2021-03-09 05:55:57 main:574] : INFO : Epoch 1709 | loss: 0.0311266 | val_loss: 0.031154 | Time: 1814.41 ms [2021-03-09 05:55:58 main:574] : INFO : Epoch 1710 | loss: 0.0311263 | val_loss: 0.0311533 | Time: 1755.84 ms [2021-03-09 05:56:00 main:574] : INFO : Epoch 1711 | loss: 0.0311247 | val_loss: 0.0311547 | Time: 1857.11 ms [2021-03-09 05:56:02 main:574] : INFO : Epoch 1712 | loss: 0.0311262 | val_loss: 0.0311542 | Time: 1769.07 ms [2021-03-09 05:56:04 main:574] : INFO : Epoch 1713 | loss: 0.0311292 | val_loss: 0.0311569 | Time: 1614.14 ms [2021-03-09 05:56:05 main:574] : INFO : Epoch 1714 | loss: 0.031128 | val_loss: 0.0311562 | Time: 1626.69 ms [2021-03-09 05:56:07 main:574] : INFO : Epoch 1715 | loss: 0.0311274 | val_loss: 0.0311557 | Time: 1905.96 ms [2021-03-09 05:56:09 main:574] : INFO : Epoch 1716 | loss: 0.0311253 | val_loss: 0.0311557 | Time: 1793.88 ms [2021-03-09 05:56:11 main:574] : INFO : Epoch 1717 | loss: 0.0311257 | val_loss: 0.031154 | Time: 1853.47 ms [2021-03-09 05:56:13 main:574] : INFO : Epoch 1718 | loss: 0.031125 | val_loss: 0.0311543 | Time: 1825.1 ms [2021-03-09 05:56:14 main:574] : INFO : Epoch 1719 | loss: 0.0311255 | val_loss: 0.0311511 | Time: 1485.53 ms [2021-03-09 05:56:16 main:574] : INFO : Epoch 1720 | loss: 0.0311257 | val_loss: 0.0311534 | Time: 1741.23 ms [2021-03-09 05:56:18 main:574] : INFO : Epoch 1721 | loss: 0.0311225 | val_loss: 0.0311559 | Time: 1836.21 ms [2021-03-09 05:56:20 main:574] : INFO : Epoch 1722 | loss: 0.0311229 | val_loss: 0.0311598 | Time: 1740.92 ms [2021-03-09 05:56:21 main:574] : INFO : Epoch 1723 | loss: 0.031124 | val_loss: 0.031157 | Time: 1845.8 ms [2021-03-09 05:56:23 main:574] : INFO : Epoch 1724 | loss: 0.0311241 | val_loss: 0.0311566 | Time: 1773.17 ms [2021-03-09 05:56:25 main:574] : INFO : Epoch 1725 | loss: 0.031124 | val_loss: 0.0311589 | Time: 1474.97 ms [2021-03-09 05:56:27 main:574] : INFO : Epoch 1726 | loss: 0.0311261 | val_loss: 0.0311625 | Time: 1790.53 ms [2021-03-09 05:56:28 main:574] : INFO : Epoch 1727 | loss: 0.0311254 | val_loss: 0.0311641 | Time: 1809.07 ms [2021-03-09 05:56:30 main:574] : INFO : Epoch 1728 | loss: 0.0311283 | val_loss: 0.031157 | Time: 1877.03 ms [2021-03-09 05:56:32 main:574] : INFO : Epoch 1729 | loss: 0.0311312 | val_loss: 0.0311623 | Time: 1778.37 ms [2021-03-09 05:56:34 main:574] : INFO : Epoch 1730 | loss: 0.0311338 | val_loss: 0.0311581 | Time: 1630.26 ms [2021-03-09 05:56:35 main:574] : INFO : Epoch 1731 | loss: 0.031139 | val_loss: 0.0311584 | Time: 1600.79 ms [2021-03-09 05:56:37 main:574] : INFO : Epoch 1732 | loss: 0.0311394 | val_loss: 0.0311595 | Time: 1829.26 ms [2021-03-09 05:56:39 main:574] : INFO : Epoch 1733 | loss: 0.0311376 | val_loss: 0.0311612 | Time: 1873.72 ms [2021-03-09 05:56:41 main:574] : INFO : Epoch 1734 | loss: 0.0311348 | val_loss: 0.0311606 | Time: 1768.44 ms [2021-03-09 05:56:43 main:574] : INFO : Epoch 1735 | loss: 0.0311321 | val_loss: 0.031159 | Time: 1839.84 ms [2021-03-09 05:56:44 main:574] : INFO : Epoch 1736 | loss: 0.0311324 | val_loss: 0.0311595 | Time: 1493.81 ms [2021-03-09 05:56:46 main:574] : INFO : Epoch 1737 | loss: 0.0311336 | val_loss: 0.0311607 | Time: 1784.55 ms [2021-03-09 05:56:48 main:574] : INFO : Epoch 1738 | loss: 0.0311365 | val_loss: 0.0311558 | Time: 1755.86 ms [2021-03-09 05:56:49 main:574] : INFO : Epoch 1739 | loss: 0.0311357 | val_loss: 0.0311574 | Time: 1774.23 ms [2021-03-09 05:56:51 main:574] : INFO : Epoch 1740 | loss: 0.0311336 | val_loss: 0.0311596 | Time: 1814.97 ms [2021-03-09 05:56:53 main:574] : INFO : Epoch 1741 | loss: 0.0311327 | val_loss: 0.0311617 | Time: 1828.32 ms [2021-03-09 05:56:55 main:574] : INFO : Epoch 1742 | loss: 0.0311327 | val_loss: 0.0311604 | Time: 1438.47 ms [2021-03-09 05:56:56 main:574] : INFO : Epoch 1743 | loss: 0.0311335 | val_loss: 0.0311604 | Time: 1730.11 ms [2021-03-09 05:56:58 main:574] : INFO : Epoch 1744 | loss: 0.0311344 | val_loss: 0.0311622 | Time: 1822.39 ms [2021-03-09 05:57:00 main:574] : INFO : Epoch 1745 | loss: 0.0311312 | val_loss: 0.0311637 | Time: 1841.3 ms [2021-03-09 05:57:02 main:574] : INFO : Epoch 1746 | loss: 0.0311302 | val_loss: 0.0311613 | Time: 1817.77 ms [2021-03-09 05:57:04 main:574] : INFO : Epoch 1747 | loss: 0.03113 | val_loss: 0.0311615 | Time: 1689.98 ms [2021-03-09 05:57:05 main:574] : INFO : Epoch 1748 | loss: 0.0311294 | val_loss: 0.0311645 | Time: 1487.78 ms [2021-03-09 05:57:07 main:574] : INFO : Epoch 1749 | loss: 0.03113 | val_loss: 0.0311635 | Time: 1834.4 ms [2021-03-09 05:57:09 main:574] : INFO : Epoch 1750 | loss: 0.0311283 | val_loss: 0.0311644 | Time: 1780.94 ms [2021-03-09 05:57:11 main:574] : INFO : Epoch 1751 | loss: 0.0311263 | val_loss: 0.0311636 | Time: 1836.7 ms [2021-03-09 05:57:12 main:574] : INFO : Epoch 1752 | loss: 0.0311281 | val_loss: 0.0311599 | Time: 1824.48 ms [2021-03-09 05:57:14 main:574] : INFO : Epoch 1753 | loss: 0.0311284 | val_loss: 0.0311632 | Time: 1547.24 ms [2021-03-09 05:57:16 main:574] : INFO : Epoch 1754 | loss: 0.0311288 | val_loss: 0.0311641 | Time: 1663.32 ms [2021-03-09 05:57:17 main:574] : INFO : Epoch 1755 | loss: 0.0311306 | val_loss: 0.0311638 | Time: 1783.8 ms [2021-03-09 05:57:19 main:574] : INFO : Epoch 1756 | loss: 0.031131 | val_loss: 0.0311616 | Time: 1905.99 ms [2021-03-09 05:57:21 main:574] : INFO : Epoch 1757 | loss: 0.0311287 | val_loss: 0.0311605 | Time: 1757.92 ms [2021-03-09 05:57:23 main:574] : INFO : Epoch 1758 | loss: 0.0311283 | val_loss: 0.031162 | Time: 1776.57 ms [2021-03-09 05:57:24 main:574] : INFO : Epoch 1759 | loss: 0.0311289 | val_loss: 0.0311611 | Time: 1456.2 ms [2021-03-09 05:57:26 main:574] : INFO : Epoch 1760 | loss: 0.0311277 | val_loss: 0.0311599 | Time: 1759.02 ms [2021-03-09 05:57:28 main:574] : INFO : Epoch 1761 | loss: 0.0311262 | val_loss: 0.0311592 | Time: 1794.47 ms [2021-03-09 05:57:30 main:574] : INFO : Epoch 1762 | loss: 0.0311263 | val_loss: 0.0311588 | Time: 1854.72 ms [2021-03-09 05:57:32 main:574] : INFO : Epoch 1763 | loss: 0.0311253 | val_loss: 0.0311588 | Time: 1866.63 ms [2021-03-09 05:57:33 main:574] : INFO : Epoch 1764 | loss: 0.0311256 | val_loss: 0.0311623 | Time: 1785.16 ms [2021-03-09 05:57:35 main:574] : INFO : Epoch 1765 | loss: 0.0311239 | val_loss: 0.0311595 | Time: 1423.16 ms [2021-03-09 05:57:37 main:574] : INFO : Epoch 1766 | loss: 0.0311261 | val_loss: 0.0311628 | Time: 1742.73 ms [2021-03-09 05:57:38 main:574] : INFO : Epoch 1767 | loss: 0.0311236 | val_loss: 0.0311597 | Time: 1782.39 ms [2021-03-09 05:57:40 main:574] : INFO : Epoch 1768 | loss: 0.0311227 | val_loss: 0.0311602 | Time: 1864.9 ms [2021-03-09 05:57:42 main:574] : INFO : Epoch 1769 | loss: 0.031122 | val_loss: 0.0311583 | Time: 1809.89 ms [2021-03-09 05:57:44 main:574] : INFO : Epoch 1770 | loss: 0.0311205 | val_loss: 0.0311628 | Time: 1661.78 ms [2021-03-09 05:57:46 main:574] : INFO : Epoch 1771 | loss: 0.0311264 | val_loss: 0.0311677 | Time: 1762.5 ms [2021-03-09 05:57:47 main:574] : INFO : Epoch 1772 | loss: 0.0311239 | val_loss: 0.0311679 | Time: 1898.98 ms [2021-03-09 05:57:49 main:574] : INFO : Epoch 1773 | loss: 0.0311238 | val_loss: 0.0311594 | Time: 1778.05 ms [2021-03-09 05:57:51 main:574] : INFO : Epoch 1774 | loss: 0.0311225 | val_loss: 0.0311601 | Time: 1698.32 ms [2021-03-09 05:57:53 main:574] : INFO : Epoch 1775 | loss: 0.0311221 | val_loss: 0.0311626 | Time: 1794.52 ms [2021-03-09 05:57:54 main:574] : INFO : Epoch 1776 | loss: 0.0311238 | val_loss: 0.0311692 | Time: 1466.53 ms [2021-03-09 05:57:56 main:574] : INFO : Epoch 1777 | loss: 0.0311259 | val_loss: 0.0311639 | Time: 1670.66 ms [2021-03-09 05:57:58 main:574] : INFO : Epoch 1778 | loss: 0.031123 | val_loss: 0.0311615 | Time: 1801.46 ms [2021-03-09 05:58:00 main:574] : INFO : Epoch 1779 | loss: 0.0311194 | val_loss: 0.0311629 | Time: 1790.24 ms [2021-03-09 05:58:01 main:574] : INFO : Epoch 1780 | loss: 0.0311189 | val_loss: 0.0311674 | Time: 1893.79 ms [2021-03-09 05:58:03 main:574] : INFO : Epoch 1781 | loss: 0.0311222 | val_loss: 0.0311638 | Time: 1831.84 ms [2021-03-09 05:58:05 main:574] : INFO : Epoch 1782 | loss: 0.0311218 | val_loss: 0.0311605 | Time: 1432.72 ms [2021-03-09 05:58:07 main:574] : INFO : Epoch 1783 | loss: 0.0311205 | val_loss: 0.0311623 | Time: 1797.03 ms [2021-03-09 05:58:08 main:574] : INFO : Epoch 1784 | loss: 0.0311189 | val_loss: 0.0311691 | Time: 1778.35 ms [2021-03-09 05:58:10 main:574] : INFO : Epoch 1785 | loss: 0.0311256 | val_loss: 0.0311624 | Time: 1796.56 ms [2021-03-09 05:58:12 main:574] : INFO : Epoch 1786 | loss: 0.0311257 | val_loss: 0.031163 | Time: 1728.9 ms [2021-03-09 05:58:14 main:574] : INFO : Epoch 1787 | loss: 0.0311228 | val_loss: 0.0311667 | Time: 1757.21 ms [2021-03-09 05:58:15 main:574] : INFO : Epoch 1788 | loss: 0.0311231 | val_loss: 0.0311654 | Time: 1502.56 ms [2021-03-09 05:58:17 main:574] : INFO : Epoch 1789 | loss: 0.0311214 | val_loss: 0.0311621 | Time: 1794.1 ms [2021-03-09 05:58:19 main:574] : INFO : Epoch 1790 | loss: 0.0311194 | val_loss: 0.0311652 | Time: 1815.59 ms [2021-03-09 05:58:21 main:574] : INFO : Epoch 1791 | loss: 0.0311219 | val_loss: 0.0311582 | Time: 1842.76 ms [2021-03-09 05:58:23 main:574] : INFO : Epoch 1792 | loss: 0.0311204 | val_loss: 0.0311582 | Time: 1900.28 ms [2021-03-09 05:58:24 main:574] : INFO : Epoch 1793 | loss: 0.0311246 | val_loss: 0.0311641 | Time: 1608.86 ms [2021-03-09 05:58:26 main:574] : INFO : Epoch 1794 | loss: 0.031134 | val_loss: 0.0311568 | Time: 1593.13 ms [2021-03-09 05:58:28 main:574] : INFO : Epoch 1795 | loss: 0.0311306 | val_loss: 0.0311609 | Time: 1973.13 ms [2021-03-09 05:58:30 main:574] : INFO : Epoch 1796 | loss: 0.031129 | val_loss: 0.0311664 | Time: 2064.36 ms [2021-03-09 05:58:32 main:574] : INFO : Epoch 1797 | loss: 0.0311278 | val_loss: 0.0311631 | Time: 1810.45 ms [2021-03-09 05:58:33 main:574] : INFO : Epoch 1798 | loss: 0.0311254 | val_loss: 0.0311675 | Time: 1834 ms [2021-03-09 05:58:35 main:574] : INFO : Epoch 1799 | loss: 0.0311255 | val_loss: 0.0311676 | Time: 1408.66 ms [2021-03-09 05:58:37 main:574] : INFO : Epoch 1800 | loss: 0.0311245 | val_loss: 0.0311673 | Time: 1758.55 ms [2021-03-09 05:58:38 main:574] : INFO : Epoch 1801 | loss: 0.031124 | val_loss: 0.0311652 | Time: 1751.43 ms [2021-03-09 05:58:40 main:574] : INFO : Epoch 1802 | loss: 0.0311228 | val_loss: 0.0311624 | Time: 1767.69 ms [2021-03-09 05:58:42 main:574] : INFO : Epoch 1803 | loss: 0.0311271 | val_loss: 0.0311579 | Time: 1856.21 ms [2021-03-09 05:58:44 main:574] : INFO : Epoch 1804 | loss: 0.0311301 | val_loss: 0.0311609 | Time: 1648.6 ms [2021-03-09 05:58:45 main:574] : INFO : Epoch 1805 | loss: 0.0311281 | val_loss: 0.0311594 | Time: 1477.3 ms [2021-03-09 05:58:47 main:574] : INFO : Epoch 1806 | loss: 0.0311253 | val_loss: 0.0311603 | Time: 1798.75 ms [2021-03-09 05:58:49 main:574] : INFO : Epoch 1807 | loss: 0.0311244 | val_loss: 0.0311629 | Time: 1810.8 ms [2021-03-09 05:58:51 main:574] : INFO : Epoch 1808 | loss: 0.031123 | val_loss: 0.0311674 | Time: 1863.97 ms [2021-03-09 05:58:53 main:574] : INFO : Epoch 1809 | loss: 0.031122 | val_loss: 0.031163 | Time: 1808.65 ms [2021-03-09 05:58:54 main:574] : INFO : Epoch 1810 | loss: 0.0311204 | val_loss: 0.0311614 | Time: 1595.05 ms [2021-03-09 05:58:56 main:574] : INFO : Epoch 1811 | loss: 0.0311196 | val_loss: 0.0311612 | Time: 1625.63 ms [2021-03-09 05:58:58 main:574] : INFO : Epoch 1812 | loss: 0.0311208 | val_loss: 0.0311604 | Time: 1767.3 ms [2021-03-09 05:58:59 main:574] : INFO : Epoch 1813 | loss: 0.0311201 | val_loss: 0.0311602 | Time: 1744.3 ms [2021-03-09 05:59:01 main:574] : INFO : Epoch 1814 | loss: 0.03112 | val_loss: 0.0311626 | Time: 1819.29 ms [2021-03-09 05:59:03 main:574] : INFO : Epoch 1815 | loss: 0.0311209 | val_loss: 0.0311583 | Time: 1771.05 ms [2021-03-09 05:59:04 main:574] : INFO : Epoch 1816 | loss: 0.0311195 | val_loss: 0.03116 | Time: 1517.91 ms [2021-03-09 05:59:06 main:574] : INFO : Epoch 1817 | loss: 0.0311215 | val_loss: 0.0311665 | Time: 1670.43 ms [2021-03-09 05:59:08 main:574] : INFO : Epoch 1818 | loss: 0.0311238 | val_loss: 0.0311653 | Time: 1813.94 ms [2021-03-09 05:59:10 main:574] : INFO : Epoch 1819 | loss: 0.0311203 | val_loss: 0.0311619 | Time: 1835.72 ms [2021-03-09 05:59:12 main:574] : INFO : Epoch 1820 | loss: 0.0311177 | val_loss: 0.0311629 | Time: 1745.64 ms [2021-03-09 05:59:13 main:574] : INFO : Epoch 1821 | loss: 0.0311176 | val_loss: 0.0311578 | Time: 1762.35 ms [2021-03-09 05:59:15 main:574] : INFO : Epoch 1822 | loss: 0.031117 | val_loss: 0.0311617 | Time: 1475.57 ms [2021-03-09 05:59:17 main:574] : INFO : Epoch 1823 | loss: 0.0311163 | val_loss: 0.0311613 | Time: 1771.56 ms [2021-03-09 05:59:18 main:574] : INFO : Epoch 1824 | loss: 0.0311197 | val_loss: 0.0311654 | Time: 1711.96 ms [2021-03-09 05:59:20 main:574] : INFO : Epoch 1825 | loss: 0.0311212 | val_loss: 0.0311641 | Time: 1761.83 ms [2021-03-09 05:59:22 main:574] : INFO : Epoch 1826 | loss: 0.0311262 | val_loss: 0.0311564 | Time: 1810.79 ms [2021-03-09 05:59:24 main:574] : INFO : Epoch 1827 | loss: 0.0311281 | val_loss: 0.0311578 | Time: 1748.79 ms [2021-03-09 05:59:25 main:574] : INFO : Epoch 1828 | loss: 0.0311284 | val_loss: 0.0311629 | Time: 1387.48 ms [2021-03-09 05:59:27 main:574] : INFO : Epoch 1829 | loss: 0.0311276 | val_loss: 0.0311572 | Time: 1801.85 ms [2021-03-09 05:59:29 main:574] : INFO : Epoch 1830 | loss: 0.0311266 | val_loss: 0.0311547 | Time: 1789.85 ms [2021-03-09 05:59:30 main:574] : INFO : Epoch 1831 | loss: 0.0311245 | val_loss: 0.0311625 | Time: 1735.62 ms [2021-03-09 05:59:32 main:574] : INFO : Epoch 1832 | loss: 0.0311283 | val_loss: 0.0311634 | Time: 1815.22 ms [2021-03-09 05:59:34 main:574] : INFO : Epoch 1833 | loss: 0.0311249 | val_loss: 0.0311636 | Time: 1719.69 ms [2021-03-09 05:59:35 main:574] : INFO : Epoch 1834 | loss: 0.0311313 | val_loss: 0.03116 | Time: 1508.43 ms [2021-03-09 05:59:37 main:574] : INFO : Epoch 1835 | loss: 0.0311315 | val_loss: 0.0311605 | Time: 1758.29 ms [2021-03-09 05:59:39 main:574] : INFO : Epoch 1836 | loss: 0.0311317 | val_loss: 0.0311611 | Time: 1741.74 ms [2021-03-09 05:59:41 main:574] : INFO : Epoch 1837 | loss: 0.0311305 | val_loss: 0.0311588 | Time: 1749.87 ms [2021-03-09 05:59:42 main:574] : INFO : Epoch 1838 | loss: 0.0311274 | val_loss: 0.0311622 | Time: 1757.32 ms [2021-03-09 05:59:44 main:574] : INFO : Epoch 1839 | loss: 0.0311248 | val_loss: 0.0311603 | Time: 1584.19 ms [2021-03-09 05:59:46 main:574] : INFO : Epoch 1840 | loss: 0.0311269 | val_loss: 0.0311578 | Time: 1581.9 ms [2021-03-09 05:59:47 main:574] : INFO : Epoch 1841 | loss: 0.0311326 | val_loss: 0.0311606 | Time: 1800.14 ms [2021-03-09 05:59:49 main:574] : INFO : Epoch 1842 | loss: 0.0311323 | val_loss: 0.031162 | Time: 1740.67 ms [2021-03-09 05:59:51 main:574] : INFO : Epoch 1843 | loss: 0.0311297 | val_loss: 0.0311645 | Time: 1766.19 ms [2021-03-09 05:59:53 main:574] : INFO : Epoch 1844 | loss: 0.0311316 | val_loss: 0.0311608 | Time: 1812.44 ms [2021-03-09 05:59:54 main:574] : INFO : Epoch 1845 | loss: 0.0311292 | val_loss: 0.031163 | Time: 1540.6 ms [2021-03-09 05:59:56 main:574] : INFO : Epoch 1846 | loss: 0.031127 | val_loss: 0.0311614 | Time: 1690.19 ms [2021-03-09 05:59:58 main:574] : INFO : Epoch 1847 | loss: 0.031125 | val_loss: 0.0311599 | Time: 1846.3 ms [2021-03-09 06:00:00 main:574] : INFO : Epoch 1848 | loss: 0.0311257 | val_loss: 0.0311712 | Time: 1812.83 ms [2021-03-09 06:00:02 main:574] : INFO : Epoch 1849 | loss: 0.0311266 | val_loss: 0.031159 | Time: 1792.84 ms [2021-03-09 06:00:03 main:574] : INFO : Epoch 1850 | loss: 0.0311234 | val_loss: 0.0311589 | Time: 1869.38 ms [2021-03-09 06:00:05 main:574] : INFO : Epoch 1851 | loss: 0.0311243 | val_loss: 0.0311638 | Time: 1457.84 ms [2021-03-09 06:00:07 main:574] : INFO : Epoch 1852 | loss: 0.0311242 | val_loss: 0.0311617 | Time: 1784.08 ms [2021-03-09 06:00:09 main:574] : INFO : Epoch 1853 | loss: 0.0311257 | val_loss: 0.0311629 | Time: 1857.99 ms [2021-03-09 06:00:10 main:574] : INFO : Epoch 1854 | loss: 0.0311226 | val_loss: 0.0311649 | Time: 1876.71 ms [2021-03-09 06:00:12 main:574] : INFO : Epoch 1855 | loss: 0.0311208 | val_loss: 0.0311635 | Time: 1837.29 ms [2021-03-09 06:00:14 main:574] : INFO : Epoch 1856 | loss: 0.031122 | val_loss: 0.0311669 | Time: 1656.76 ms [2021-03-09 06:00:15 main:574] : INFO : Epoch 1857 | loss: 0.0311247 | val_loss: 0.0311609 | Time: 1507.68 ms [2021-03-09 06:00:17 main:574] : INFO : Epoch 1858 | loss: 0.0311226 | val_loss: 0.0311648 | Time: 1758.12 ms [2021-03-09 06:00:19 main:574] : INFO : Epoch 1859 | loss: 0.0311211 | val_loss: 0.0311651 | Time: 1852.17 ms [2021-03-09 06:00:21 main:574] : INFO : Epoch 1860 | loss: 0.031125 | val_loss: 0.0311701 | Time: 1786.26 ms [2021-03-09 06:00:23 main:574] : INFO : Epoch 1861 | loss: 0.0311219 | val_loss: 0.0311611 | Time: 1777.99 ms [2021-03-09 06:00:24 main:574] : INFO : Epoch 1862 | loss: 0.0311219 | val_loss: 0.0311609 | Time: 1550.3 ms [2021-03-09 06:00:26 main:574] : INFO : Epoch 1863 | loss: 0.0311202 | val_loss: 0.0311624 | Time: 1571.85 ms [2021-03-09 06:00:28 main:574] : INFO : Epoch 1864 | loss: 0.0311213 | val_loss: 0.0311629 | Time: 1738.1 ms [2021-03-09 06:00:29 main:574] : INFO : Epoch 1865 | loss: 0.0311204 | val_loss: 0.0311595 | Time: 1791.56 ms [2021-03-09 06:00:31 main:574] : INFO : Epoch 1866 | loss: 0.0311193 | val_loss: 0.0311633 | Time: 1889.18 ms [2021-03-09 06:00:33 main:574] : INFO : Epoch 1867 | loss: 0.0311179 | val_loss: 0.0311664 | Time: 1821.53 ms [2021-03-09 06:00:35 main:574] : INFO : Epoch 1868 | loss: 0.0311189 | val_loss: 0.0311661 | Time: 1466.39 ms [2021-03-09 06:00:36 main:574] : INFO : Epoch 1869 | loss: 0.0311229 | val_loss: 0.0311641 | Time: 1622.46 ms [2021-03-09 06:00:38 main:574] : INFO : Epoch 1870 | loss: 0.0311244 | val_loss: 0.0311634 | Time: 1674.26 ms [2021-03-09 06:00:40 main:574] : INFO : Epoch 1871 | loss: 0.0311233 | val_loss: 0.03116 | Time: 1775.72 ms [2021-03-09 06:00:41 main:574] : INFO : Epoch 1872 | loss: 0.0311226 | val_loss: 0.0311633 | Time: 1794.18 ms [2021-03-09 06:00:43 main:574] : INFO : Epoch 1873 | loss: 0.0311205 | val_loss: 0.0311671 | Time: 1757.56 ms [2021-03-09 06:00:45 main:574] : INFO : Epoch 1874 | loss: 0.0311246 | val_loss: 0.0311647 | Time: 1460.04 ms [2021-03-09 06:00:46 main:574] : INFO : Epoch 1875 | loss: 0.0311245 | val_loss: 0.0311611 | Time: 1685.39 ms [2021-03-09 06:00:48 main:574] : INFO : Epoch 1876 | loss: 0.0311246 | val_loss: 0.0311611 | Time: 1756.87 ms [2021-03-09 06:00:50 main:574] : INFO : Epoch 1877 | loss: 0.0311247 | val_loss: 0.0311593 | Time: 1777.49 ms [2021-03-09 06:00:52 main:574] : INFO : Epoch 1878 | loss: 0.0311243 | val_loss: 0.031158 | Time: 1825.81 ms [2021-03-09 06:00:54 main:574] : INFO : Epoch 1879 | loss: 0.0311215 | val_loss: 0.0311655 | Time: 1861.93 ms [2021-03-09 06:00:55 main:574] : INFO : Epoch 1880 | loss: 0.0311246 | val_loss: 0.0311649 | Time: 1406.59 ms [2021-03-09 06:00:57 main:574] : INFO : Epoch 1881 | loss: 0.0311227 | val_loss: 0.0311563 | Time: 1750.27 ms [2021-03-09 06:00:59 main:574] : INFO : Epoch 1882 | loss: 0.0311207 | val_loss: 0.0311603 | Time: 1709 ms [2021-03-09 06:01:00 main:574] : INFO : Epoch 1883 | loss: 0.0311214 | val_loss: 0.0311593 | Time: 1843.11 ms [2021-03-09 06:01:02 main:574] : INFO : Epoch 1884 | loss: 0.0311171 | val_loss: 0.0311591 | Time: 1776.53 ms [2021-03-09 06:01:04 main:574] : INFO : Epoch 1885 | loss: 0.0311163 | val_loss: 0.031161 | Time: 1681.75 ms [2021-03-09 06:01:05 main:574] : INFO : Epoch 1886 | loss: 0.0311151 | val_loss: 0.0311612 | Time: 1474.46 ms [2021-03-09 06:01:07 main:574] : INFO : Epoch 1887 | loss: 0.0311179 | val_loss: 0.0311656 | Time: 1822.7 ms [2021-03-09 06:01:09 main:574] : INFO : Epoch 1888 | loss: 0.0311181 | val_loss: 0.0311629 | Time: 1795.61 ms [2021-03-09 06:01:11 main:574] : INFO : Epoch 1889 | loss: 0.0311169 | val_loss: 0.0311643 | Time: 1743.89 ms [2021-03-09 06:01:13 main:574] : INFO : Epoch 1890 | loss: 0.0311184 | val_loss: 0.0311596 | Time: 1771.23 ms [2021-03-09 06:01:14 main:574] : INFO : Epoch 1891 | loss: 0.031119 | val_loss: 0.0311609 | Time: 1633.77 ms [2021-03-09 06:01:16 main:574] : INFO : Epoch 1892 | loss: 0.0311188 | val_loss: 0.0311727 | Time: 1572.69 ms [2021-03-09 06:01:18 main:574] : INFO : Epoch 1893 | loss: 0.03112 | val_loss: 0.0311613 | Time: 1865.4 ms [2021-03-09 06:01:19 main:574] : INFO : Epoch 1894 | loss: 0.0311218 | val_loss: 0.0311637 | Time: 1760.24 ms [2021-03-09 06:01:21 main:574] : INFO : Epoch 1895 | loss: 0.0311212 | val_loss: 0.0311603 | Time: 1813.86 ms [2021-03-09 06:01:23 main:574] : INFO : Epoch 1896 | loss: 0.0311174 | val_loss: 0.0311652 | Time: 1778.31 ms [2021-03-09 06:01:25 main:574] : INFO : Epoch 1897 | loss: 0.0311219 | val_loss: 0.0311594 | Time: 1490.17 ms [2021-03-09 06:01:26 main:574] : INFO : Epoch 1898 | loss: 0.0311206 | val_loss: 0.0311558 | Time: 1646.56 ms [2021-03-09 06:01:28 main:574] : INFO : Epoch 1899 | loss: 0.0311213 | val_loss: 0.0311623 | Time: 1823.47 ms [2021-03-09 06:01:30 main:574] : INFO : Epoch 1900 | loss: 0.0311253 | val_loss: 0.0311559 | Time: 1817.23 ms [2021-03-09 06:01:32 main:574] : INFO : Epoch 1901 | loss: 0.0311265 | val_loss: 0.0311579 | Time: 1832.94 ms [2021-03-09 06:01:34 main:574] : INFO : Epoch 1902 | loss: 0.0311255 | val_loss: 0.0311535 | Time: 1874.77 ms [2021-03-09 06:01:35 main:574] : INFO : Epoch 1903 | loss: 0.0311257 | val_loss: 0.0311575 | Time: 1442.46 ms [2021-03-09 06:01:37 main:574] : INFO : Epoch 1904 | loss: 0.031125 | val_loss: 0.0311608 | Time: 1700.24 ms [2021-03-09 06:01:38 main:574] : INFO : Epoch 1905 | loss: 0.0311235 | val_loss: 0.0311551 | Time: 1768.53 ms [2021-03-09 06:01:40 main:574] : INFO : Epoch 1906 | loss: 0.0311218 | val_loss: 0.0311587 | Time: 1760.57 ms [2021-03-09 06:01:42 main:574] : INFO : Epoch 1907 | loss: 0.0311208 | val_loss: 0.031158 | Time: 1812.12 ms [2021-03-09 06:01:44 main:574] : INFO : Epoch 1908 | loss: 0.0311198 | val_loss: 0.0311584 | Time: 1758.15 ms [2021-03-09 06:01:45 main:574] : INFO : Epoch 1909 | loss: 0.0311173 | val_loss: 0.0311602 | Time: 1441.94 ms [2021-03-09 06:01:47 main:574] : INFO : Epoch 1910 | loss: 0.0311178 | val_loss: 0.031157 | Time: 1814.39 ms [2021-03-09 06:01:49 main:574] : INFO : Epoch 1911 | loss: 0.0311162 | val_loss: 0.0311628 | Time: 1814.36 ms [2021-03-09 06:01:51 main:574] : INFO : Epoch 1912 | loss: 0.0311158 | val_loss: 0.0311648 | Time: 1737.35 ms [2021-03-09 06:01:53 main:574] : INFO : Epoch 1913 | loss: 0.0311183 | val_loss: 0.0311622 | Time: 1904.09 ms [2021-03-09 06:01:54 main:574] : INFO : Epoch 1914 | loss: 0.0311189 | val_loss: 0.0311595 | Time: 1617.16 ms [2021-03-09 06:01:56 main:574] : INFO : Epoch 1915 | loss: 0.0311234 | val_loss: 0.0311733 | Time: 1478.8 ms [2021-03-09 06:01:57 main:574] : INFO : Epoch 1916 | loss: 0.0311296 | val_loss: 0.0311614 | Time: 1749.73 ms [2021-03-09 06:01:59 main:574] : INFO : Epoch 1917 | loss: 0.0311196 | val_loss: 0.0311602 | Time: 1807.91 ms [2021-03-09 06:02:01 main:574] : INFO : Epoch 1918 | loss: 0.031117 | val_loss: 0.0311621 | Time: 1819.37 ms [2021-03-09 06:02:03 main:574] : INFO : Epoch 1919 | loss: 0.0311192 | val_loss: 0.0311608 | Time: 1793.97 ms [2021-03-09 06:02:04 main:574] : INFO : Epoch 1920 | loss: 0.031118 | val_loss: 0.0311665 | Time: 1579.97 ms [2021-03-09 06:02:06 main:574] : INFO : Epoch 1921 | loss: 0.0311189 | val_loss: 0.0311615 | Time: 1557.13 ms [2021-03-09 06:02:08 main:574] : INFO : Epoch 1922 | loss: 0.03112 | val_loss: 0.0311589 | Time: 1812.83 ms [2021-03-09 06:02:10 main:574] : INFO : Epoch 1923 | loss: 0.0311194 | val_loss: 0.0311596 | Time: 1731.99 ms [2021-03-09 06:02:11 main:574] : INFO : Epoch 1924 | loss: 0.0311261 | val_loss: 0.0311583 | Time: 1764.9 ms [2021-03-09 06:02:13 main:574] : INFO : Epoch 1925 | loss: 0.0311319 | val_loss: 0.0311561 | Time: 1834.23 ms [2021-03-09 06:02:15 main:574] : INFO : Epoch 1926 | loss: 0.0311327 | val_loss: 0.0311538 | Time: 1465.85 ms [2021-03-09 06:02:16 main:574] : INFO : Epoch 1927 | loss: 0.0311299 | val_loss: 0.0311532 | Time: 1627.35 ms [2021-03-09 06:02:18 main:574] : INFO : Epoch 1928 | loss: 0.031128 | val_loss: 0.0311548 | Time: 1770.97 ms [2021-03-09 06:02:20 main:574] : INFO : Epoch 1929 | loss: 0.0311248 | val_loss: 0.0311543 | Time: 1783 ms [2021-03-09 06:02:22 main:574] : INFO : Epoch 1930 | loss: 0.0311242 | val_loss: 0.0311577 | Time: 1782.46 ms [2021-03-09 06:02:24 main:574] : INFO : Epoch 1931 | loss: 0.0311249 | val_loss: 0.0311624 | Time: 1824.38 ms [2021-03-09 06:02:25 main:574] : INFO : Epoch 1932 | loss: 0.0311219 | val_loss: 0.0311593 | Time: 1430.49 ms [2021-03-09 06:02:27 main:574] : INFO : Epoch 1933 | loss: 0.0311248 | val_loss: 0.0311582 | Time: 1746.28 ms [2021-03-09 06:02:29 main:574] : INFO : Epoch 1934 | loss: 0.0311225 | val_loss: 0.0311624 | Time: 1804.32 ms [2021-03-09 06:02:30 main:574] : INFO : Epoch 1935 | loss: 0.0311243 | val_loss: 0.031159 | Time: 1814.82 ms [2021-03-09 06:02:32 main:574] : INFO : Epoch 1936 | loss: 0.0311256 | val_loss: 0.0311612 | Time: 1835.71 ms [2021-03-09 06:02:34 main:574] : INFO : Epoch 1937 | loss: 0.0311261 | val_loss: 0.0311557 | Time: 1756.43 ms [2021-03-09 06:02:35 main:574] : INFO : Epoch 1938 | loss: 0.0311256 | val_loss: 0.0311609 | Time: 1452.24 ms [2021-03-09 06:02:37 main:574] : INFO : Epoch 1939 | loss: 0.0311232 | val_loss: 0.031158 | Time: 1797.69 ms [2021-03-09 06:02:39 main:574] : INFO : Epoch 1940 | loss: 0.0311222 | val_loss: 0.0311594 | Time: 1810.21 ms [2021-03-09 06:02:41 main:574] : INFO : Epoch 1941 | loss: 0.0311211 | val_loss: 0.0311582 | Time: 1766.35 ms [2021-03-09 06:02:43 main:574] : INFO : Epoch 1942 | loss: 0.0311215 | val_loss: 0.0311669 | Time: 1790.16 ms [2021-03-09 06:02:44 main:574] : INFO : Epoch 1943 | loss: 0.0311222 | val_loss: 0.0311581 | Time: 1620.78 ms [2021-03-09 06:02:46 main:574] : INFO : Epoch 1944 | loss: 0.0311197 | val_loss: 0.0311589 | Time: 1511.89 ms [2021-03-09 06:02:48 main:574] : INFO : Epoch 1945 | loss: 0.0311194 | val_loss: 0.031161 | Time: 1835.97 ms [2021-03-09 06:02:50 main:574] : INFO : Epoch 1946 | loss: 0.0311176 | val_loss: 0.0311615 | Time: 1845.79 ms [2021-03-09 06:02:51 main:574] : INFO : Epoch 1947 | loss: 0.0311186 | val_loss: 0.0311627 | Time: 1768.76 ms [2021-03-09 06:02:53 main:574] : INFO : Epoch 1948 | loss: 0.0311168 | val_loss: 0.0311621 | Time: 1796.67 ms [2021-03-09 06:02:55 main:574] : INFO : Epoch 1949 | loss: 0.0311188 | val_loss: 0.0311614 | Time: 1548.76 ms [2021-03-09 06:02:56 main:574] : INFO : Epoch 1950 | loss: 0.0311177 | val_loss: 0.0311606 | Time: 1618.35 ms [2021-03-09 06:02:58 main:574] : INFO : Epoch 1951 | loss: 0.0311178 | val_loss: 0.0311638 | Time: 1823.09 ms [2021-03-09 06:03:00 main:574] : INFO : Epoch 1952 | loss: 0.0311219 | val_loss: 0.0311693 | Time: 1822.14 ms [2021-03-09 06:03:02 main:574] : INFO : Epoch 1953 | loss: 0.0311259 | val_loss: 0.0311718 | Time: 1781.91 ms [2021-03-09 06:03:04 main:574] : INFO : Epoch 1954 | loss: 0.0311241 | val_loss: 0.0311627 | Time: 1800.42 ms [2021-03-09 06:03:05 main:574] : INFO : Epoch 1955 | loss: 0.0311227 | val_loss: 0.0311602 | Time: 1472.45 ms [2021-03-09 06:03:07 main:574] : INFO : Epoch 1956 | loss: 0.0311267 | val_loss: 0.0311622 | Time: 1715.89 ms [2021-03-09 06:03:09 main:574] : INFO : Epoch 1957 | loss: 0.0311274 | val_loss: 0.0311606 | Time: 1823.32 ms [2021-03-09 06:03:10 main:574] : INFO : Epoch 1958 | loss: 0.031125 | val_loss: 0.0311613 | Time: 1764.54 ms [2021-03-09 06:03:12 main:574] : INFO : Epoch 1959 | loss: 0.0311242 | val_loss: 0.0311593 | Time: 1795.1 ms [2021-03-09 06:03:14 main:574] : INFO : Epoch 1960 | loss: 0.0311218 | val_loss: 0.0311579 | Time: 1783.9 ms [2021-03-09 06:03:15 main:574] : INFO : Epoch 1961 | loss: 0.0311215 | val_loss: 0.0311643 | Time: 1416.9 ms [2021-03-09 06:03:17 main:574] : INFO : Epoch 1962 | loss: 0.0311241 | val_loss: 0.0311596 | Time: 1767.78 ms [2021-03-09 06:03:19 main:574] : INFO : Epoch 1963 | loss: 0.0311244 | val_loss: 0.0311619 | Time: 1795.61 ms [2021-03-09 06:03:21 main:574] : INFO : Epoch 1964 | loss: 0.0311267 | val_loss: 0.0311641 | Time: 1758.76 ms [2021-03-09 06:03:23 main:574] : INFO : Epoch 1965 | loss: 0.0311291 | val_loss: 0.0311598 | Time: 1871.38 ms [2021-03-09 06:03:24 main:574] : INFO : Epoch 1966 | loss: 0.0311283 | val_loss: 0.0311581 | Time: 1634.19 ms [2021-03-09 06:03:26 main:574] : INFO : Epoch 1967 | loss: 0.031128 | val_loss: 0.0311581 | Time: 1481.97 ms [2021-03-09 06:03:28 main:574] : INFO : Epoch 1968 | loss: 0.0311248 | val_loss: 0.0311602 | Time: 1815.79 ms [2021-03-09 06:03:29 main:574] : INFO : Epoch 1969 | loss: 0.0311245 | val_loss: 0.0311573 | Time: 1786.74 ms [2021-03-09 06:03:31 main:574] : INFO : Epoch 1970 | loss: 0.0311221 | val_loss: 0.0311707 | Time: 1808.15 ms [2021-03-09 06:03:33 main:574] : INFO : Epoch 1971 | loss: 0.0311229 | val_loss: 0.0311607 | Time: 1822.24 ms [2021-03-09 06:03:35 main:574] : INFO : Epoch 1972 | loss: 0.0311229 | val_loss: 0.0311646 | Time: 1615.97 ms [2021-03-09 06:03:36 main:574] : INFO : Epoch 1973 | loss: 0.0311208 | val_loss: 0.0311633 | Time: 1595.82 ms [2021-03-09 06:03:38 main:574] : INFO : Epoch 1974 | loss: 0.0311195 | val_loss: 0.0311635 | Time: 1807.53 ms [2021-03-09 06:03:40 main:574] : INFO : Epoch 1975 | loss: 0.0311168 | val_loss: 0.0311645 | Time: 1739.29 ms [2021-03-09 06:03:42 main:574] : INFO : Epoch 1976 | loss: 0.0311171 | val_loss: 0.0311679 | Time: 1881.38 ms [2021-03-09 06:03:44 main:574] : INFO : Epoch 1977 | loss: 0.0311171 | val_loss: 0.0311661 | Time: 1815.66 ms [2021-03-09 06:03:45 main:574] : INFO : Epoch 1978 | loss: 0.0311173 | val_loss: 0.031164 | Time: 1462.91 ms [2021-03-09 06:03:47 main:574] : INFO : Epoch 1979 | loss: 0.0311193 | val_loss: 0.0311654 | Time: 1701.65 ms [2021-03-09 06:03:49 main:574] : INFO : Epoch 1980 | loss: 0.0311184 | val_loss: 0.0311601 | Time: 1930.22 ms [2021-03-09 06:03:50 main:574] : INFO : Epoch 1981 | loss: 0.0311198 | val_loss: 0.0311628 | Time: 1786.46 ms [2021-03-09 06:03:52 main:574] : INFO : Epoch 1982 | loss: 0.0311312 | val_loss: 0.0311533 | Time: 1728.09 ms [2021-03-09 06:03:54 main:574] : INFO : Epoch 1983 | loss: 0.0311272 | val_loss: 0.0311614 | Time: 1816.05 ms [2021-03-09 06:03:55 main:574] : INFO : Epoch 1984 | loss: 0.0311259 | val_loss: 0.0311663 | Time: 1409.16 ms [2021-03-09 06:03:57 main:574] : INFO : Epoch 1985 | loss: 0.0311228 | val_loss: 0.0311633 | Time: 1800.77 ms [2021-03-09 06:03:59 main:574] : INFO : Epoch 1986 | loss: 0.0311195 | val_loss: 0.0311588 | Time: 1803.67 ms [2021-03-09 06:04:01 main:574] : INFO : Epoch 1987 | loss: 0.0311202 | val_loss: 0.0311651 | Time: 1809.63 ms [2021-03-09 06:04:03 main:574] : INFO : Epoch 1988 | loss: 0.0311198 | val_loss: 0.0311653 | Time: 1781.81 ms [2021-03-09 06:04:04 main:574] : INFO : Epoch 1989 | loss: 0.031121 | val_loss: 0.0311624 | Time: 1678.68 ms [2021-03-09 06:04:06 main:574] : INFO : Epoch 1990 | loss: 0.0311217 | val_loss: 0.0311636 | Time: 1498.52 ms [2021-03-09 06:04:08 main:574] : INFO : Epoch 1991 | loss: 0.0311214 | val_loss: 0.0311613 | Time: 1789.2 ms [2021-03-09 06:04:09 main:574] : INFO : Epoch 1992 | loss: 0.03112 | val_loss: 0.031162 | Time: 1731.96 ms [2021-03-09 06:04:11 main:574] : INFO : Epoch 1993 | loss: 0.0311201 | val_loss: 0.0311631 | Time: 1754.72 ms [2021-03-09 06:04:13 main:574] : INFO : Epoch 1994 | loss: 0.0311223 | val_loss: 0.0311652 | Time: 1812.58 ms [2021-03-09 06:04:15 main:574] : INFO : Epoch 1995 | loss: 0.0311185 | val_loss: 0.0311659 | Time: 1563.66 ms [2021-03-09 06:04:16 main:574] : INFO : Epoch 1996 | loss: 0.0311164 | val_loss: 0.031164 | Time: 1566.97 ms [2021-03-09 06:04:18 main:574] : INFO : Epoch 1997 | loss: 0.0311159 | val_loss: 0.0311667 | Time: 1804.77 ms [2021-03-09 06:04:20 main:574] : INFO : Epoch 1998 | loss: 0.031116 | val_loss: 0.0311616 | Time: 1775.33 ms [2021-03-09 06:04:22 main:574] : INFO : Epoch 1999 | loss: 0.0311172 | val_loss: 0.0311688 | Time: 1830.3 ms [2021-03-09 06:04:23 main:574] : INFO : Epoch 2000 | loss: 0.0311172 | val_loss: 0.0311647 | Time: 1764.62 ms [2021-03-09 06:04:25 main:574] : INFO : Epoch 2001 | loss: 0.031116 | val_loss: 0.031159 | Time: 1532.75 ms [2021-03-09 06:04:26 main:574] : INFO : Epoch 2002 | loss: 0.031116 | val_loss: 0.0311602 | Time: 1610.63 ms [2021-03-09 06:04:28 main:574] : INFO : Epoch 2003 | loss: 0.0311164 | val_loss: 0.031169 | Time: 1754.68 ms [2021-03-09 06:04:30 main:574] : INFO : Epoch 2004 | loss: 0.0311164 | val_loss: 0.0311665 | Time: 1772.2 ms [2021-03-09 06:04:32 main:574] : INFO : Epoch 2005 | loss: 0.0311155 | val_loss: 0.0311667 | Time: 1837.06 ms [2021-03-09 06:04:34 main:574] : INFO : Epoch 2006 | loss: 0.0311166 | val_loss: 0.0311672 | Time: 1786.71 ms [2021-03-09 06:04:35 main:574] : INFO : Epoch 2007 | loss: 0.0311199 | val_loss: 0.0311658 | Time: 1481.75 ms [2021-03-09 06:04:37 main:574] : INFO : Epoch 2008 | loss: 0.0311315 | val_loss: 0.0312047 | Time: 1697.3 ms [2021-03-09 06:04:39 main:574] : INFO : Epoch 2009 | loss: 0.0311791 | val_loss: 0.0311816 | Time: 1796.68 ms [2021-03-09 06:04:40 main:574] : INFO : Epoch 2010 | loss: 0.031178 | val_loss: 0.0311755 | Time: 1786.38 ms [2021-03-09 06:04:42 main:574] : INFO : Epoch 2011 | loss: 0.0311727 | val_loss: 0.0311726 | Time: 1801.07 ms [2021-03-09 06:04:44 main:574] : INFO : Epoch 2012 | loss: 0.0311686 | val_loss: 0.0311712 | Time: 1794.49 ms [2021-03-09 06:04:46 main:574] : INFO : Epoch 2013 | loss: 0.0311677 | val_loss: 0.0311745 | Time: 1431.29 ms [2021-03-09 06:04:47 main:574] : INFO : Epoch 2014 | loss: 0.0311668 | val_loss: 0.0311706 | Time: 1781.52 ms [2021-03-09 06:04:49 main:574] : INFO : Epoch 2015 | loss: 0.0311661 | val_loss: 0.0311696 | Time: 1741.24 ms [2021-03-09 06:04:51 main:574] : INFO : Epoch 2016 | loss: 0.0311654 | val_loss: 0.0311684 | Time: 1867.83 ms [2021-03-09 06:04:53 main:574] : INFO : Epoch 2017 | loss: 0.0311625 | val_loss: 0.0311697 | Time: 1789.75 ms [2021-03-09 06:04:54 main:574] : INFO : Epoch 2018 | loss: 0.031162 | val_loss: 0.0311711 | Time: 1696.52 ms [2021-03-09 06:04:56 main:574] : INFO : Epoch 2019 | loss: 0.0311598 | val_loss: 0.0311674 | Time: 1459.19 ms [2021-03-09 06:04:58 main:574] : INFO : Epoch 2020 | loss: 0.0311619 | val_loss: 0.031167 | Time: 1790.14 ms [2021-03-09 06:05:00 main:574] : INFO : Epoch 2021 | loss: 0.0311571 | val_loss: 0.0311686 | Time: 1813.34 ms [2021-03-09 06:05:01 main:574] : INFO : Epoch 2022 | loss: 0.0311573 | val_loss: 0.0311682 | Time: 1789.71 ms [2021-03-09 06:05:03 main:574] : INFO : Epoch 2023 | loss: 0.0311577 | val_loss: 0.0311663 | Time: 1818.53 ms [2021-03-09 06:05:05 main:574] : INFO : Epoch 2024 | loss: 0.0311574 | val_loss: 0.0311659 | Time: 1593.54 ms [2021-03-09 06:05:06 main:574] : INFO : Epoch 2025 | loss: 0.0311571 | val_loss: 0.031169 | Time: 1510.3 ms [2021-03-09 06:05:08 main:574] : INFO : Epoch 2026 | loss: 0.0311565 | val_loss: 0.0311652 | Time: 1850.39 ms [2021-03-09 06:05:10 main:574] : INFO : Epoch 2027 | loss: 0.0311578 | val_loss: 0.031166 | Time: 1765.45 ms [2021-03-09 06:05:12 main:574] : INFO : Epoch 2028 | loss: 0.0311572 | val_loss: 0.0311652 | Time: 1771.14 ms [2021-03-09 06:05:13 main:574] : INFO : Epoch 2029 | loss: 0.0311543 | val_loss: 0.0311663 | Time: 1747.03 ms [2021-03-09 06:05:15 main:574] : INFO : Epoch 2030 | loss: 0.0311536 | val_loss: 0.0311691 | Time: 1519.02 ms [2021-03-09 06:05:17 main:574] : INFO : Epoch 2031 | loss: 0.0311656 | val_loss: 0.0311705 | Time: 1639.25 ms [2021-03-09 06:05:18 main:574] : INFO : Epoch 2032 | loss: 0.0311668 | val_loss: 0.0311747 | Time: 1774.65 ms [2021-03-09 06:05:20 main:574] : INFO : Epoch 2033 | loss: 0.0311655 | val_loss: 0.0311699 | Time: 1746.83 ms [2021-03-09 06:05:22 main:574] : INFO : Epoch 2034 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 1849.13 ms [2021-03-09 06:05:24 main:574] : INFO : Epoch 2035 | loss: 0.0311618 | val_loss: 0.0311675 | Time: 1866.13 ms [2021-03-09 06:05:25 main:574] : INFO : Epoch 2036 | loss: 0.0311576 | val_loss: 0.0311719 | Time: 1461 ms [2021-03-09 06:05:27 main:574] : INFO : Epoch 2037 | loss: 0.0311587 | val_loss: 0.0311661 | Time: 1782.31 ms [2021-03-09 06:05:29 main:574] : INFO : Epoch 2038 | loss: 0.0311565 | val_loss: 0.0311665 | Time: 1814.33 ms [2021-03-09 06:05:31 main:574] : INFO : Epoch 2039 | loss: 0.0311567 | val_loss: 0.0311656 | Time: 1788.16 ms [2021-03-09 06:05:33 main:574] : INFO : Epoch 2040 | loss: 0.0311557 | val_loss: 0.0311667 | Time: 1797.96 ms [2021-03-09 06:05:34 main:574] : INFO : Epoch 2041 | loss: 0.031157 | val_loss: 0.031168 | Time: 1811.97 ms [2021-03-09 06:05:36 main:574] : INFO : Epoch 2042 | loss: 0.0311608 | val_loss: 0.0311656 | Time: 1461.05 ms [2021-03-09 06:05:38 main:574] : INFO : Epoch 2043 | loss: 0.0311583 | val_loss: 0.0311623 | Time: 1826.14 ms [2021-03-09 06:05:39 main:574] : INFO : Epoch 2044 | loss: 0.0311559 | val_loss: 0.0311603 | Time: 1750.07 ms [2021-03-09 06:05:41 main:574] : INFO : Epoch 2045 | loss: 0.0311545 | val_loss: 0.0311633 | Time: 1812.42 ms [2021-03-09 06:05:43 main:574] : INFO : Epoch 2046 | loss: 0.0311542 | val_loss: 0.0311643 | Time: 1764.44 ms [2021-03-09 06:05:45 main:574] : INFO : Epoch 2047 | loss: 0.0311546 | val_loss: 0.0311683 | Time: 1633.03 ms [2021-03-09 06:05:46 main:574] : INFO : Epoch 2048 | loss: 0.0311532 | val_loss: 0.0311633 | Time: 1535.51 ms [2021-03-09 06:05:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311633 [2021-03-09 06:05:46 main:603] : INFO : Saving end state to config to file [2021-03-09 06:05:46 main:608] : INFO : Success, exiting.. 06:05:46 (8452): 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)