Task 4140084
| Name | ParityMachine-1612383399-27258-3_0 |
| Workunit | 2248430 |
| Created | 21 Feb 2021, 11:52:08 UTC |
| Sent | 2 Mar 2021, 13:11:33 UTC |
| Report deadline | 9 Mar 2021, 13:11:33 UTC |
| Received | 3 Mar 2021, 2:11:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 4 min 45 sec |
| CPU time | 1 hours 4 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.89 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 20:55:38 main:581] : INFO : Epoch 1538 | loss: 0.0311585 | val_loss: 0.0311667 | Time: 1705.84 ms [2021-03-02 20:55:40 main:581] : INFO : Epoch 1539 | loss: 0.0311697 | val_loss: 0.031174 | Time: 1750.44 ms [2021-03-02 20:55:42 main:581] : INFO : Epoch 1540 | loss: 0.0311695 | val_loss: 0.0311656 | Time: 1902.2 ms [2021-03-02 20:55:44 main:581] : INFO : Epoch 1541 | loss: 0.0311655 | val_loss: 0.0311667 | Time: 1920.5 ms [2021-03-02 20:55:46 main:581] : INFO : Epoch 1542 | loss: 0.0311657 | val_loss: 0.0311664 | Time: 2011.07 ms [2021-03-02 20:55:48 main:581] : INFO : Epoch 1543 | loss: 0.0311645 | val_loss: 0.0311634 | Time: 1837.13 ms [2021-03-02 20:55:50 main:581] : INFO : Epoch 1544 | loss: 0.0311662 | val_loss: 0.0311679 | Time: 1813.06 ms [2021-03-02 20:55:51 main:581] : INFO : Epoch 1545 | loss: 0.0311688 | val_loss: 0.031169 | Time: 1805.35 ms [2021-03-02 20:55:53 main:581] : INFO : Epoch 1546 | loss: 0.0311641 | val_loss: 0.0311636 | Time: 1859.26 ms [2021-03-02 20:55:55 main:581] : INFO : Epoch 1547 | loss: 0.0311624 | val_loss: 0.0311629 | Time: 1773.07 ms [2021-03-02 20:55:57 main:581] : INFO : Epoch 1548 | loss: 0.0311623 | val_loss: 0.0311645 | Time: 1916.23 ms [2021-03-02 20:55:59 main:581] : INFO : Epoch 1549 | loss: 0.0311611 | val_loss: 0.0311631 | Time: 1899.48 ms [2021-03-02 20:56:01 main:581] : INFO : Epoch 1550 | loss: 0.0311623 | val_loss: 0.0311646 | Time: 1822.3 ms [2021-03-02 20:56:02 main:581] : INFO : Epoch 1551 | loss: 0.0311602 | val_loss: 0.031163 | Time: 1803.29 ms [2021-03-02 20:56:04 main:581] : INFO : Epoch 1552 | loss: 0.0311617 | val_loss: 0.0311655 | Time: 1902.2 ms [2021-03-02 20:56:06 main:581] : INFO : Epoch 1553 | loss: 0.0311609 | val_loss: 0.031164 | Time: 1775.12 ms [2021-03-02 20:56:08 main:581] : INFO : Epoch 1554 | loss: 0.031162 | val_loss: 0.0311658 | Time: 1859.2 ms [2021-03-02 20:56:10 main:581] : INFO : Epoch 1555 | loss: 0.0311622 | val_loss: 0.0311675 | Time: 1876.51 ms [2021-03-02 20:56:12 main:581] : INFO : Epoch 1556 | loss: 0.0311597 | val_loss: 0.0311644 | Time: 1782.91 ms [2021-03-02 20:56:14 main:581] : INFO : Epoch 1557 | loss: 0.0311596 | val_loss: 0.031166 | Time: 1876.47 ms [2021-03-02 20:56:15 main:581] : INFO : Epoch 1558 | loss: 0.0311595 | val_loss: 0.0311634 | Time: 1879.58 ms [2021-03-02 20:56:17 main:581] : INFO : Epoch 1559 | loss: 0.0311584 | val_loss: 0.031165 | Time: 1792.82 ms [2021-03-02 20:56:19 main:581] : INFO : Epoch 1560 | loss: 0.0311578 | val_loss: 0.031164 | Time: 1760.6 ms [2021-03-02 20:56:21 main:581] : INFO : Epoch 1561 | loss: 0.0311577 | val_loss: 0.0311672 | Time: 1879.25 ms [2021-03-02 20:56:23 main:581] : INFO : Epoch 1562 | loss: 0.031159 | val_loss: 0.031163 | Time: 1827.78 ms [2021-03-02 20:56:24 main:581] : INFO : Epoch 1563 | loss: 0.0311589 | val_loss: 0.0311669 | Time: 1774.65 ms [2021-03-02 20:56:26 main:581] : INFO : Epoch 1564 | loss: 0.0311596 | val_loss: 0.0311695 | Time: 1668.26 ms [2021-03-02 20:56:28 main:581] : INFO : Epoch 1565 | loss: 0.0311611 | val_loss: 0.0311684 | Time: 1608.65 ms [2021-03-02 20:56:29 main:581] : INFO : Epoch 1566 | loss: 0.0311589 | val_loss: 0.0311637 | Time: 1781.84 ms [2021-03-02 20:56:31 main:581] : INFO : Epoch 1567 | loss: 0.0311576 | val_loss: 0.0311641 | Time: 1707.61 ms [2021-03-02 20:56:33 main:581] : INFO : Epoch 1568 | loss: 0.0311574 | val_loss: 0.0311629 | Time: 1777.4 ms [2021-03-02 20:56:35 main:581] : INFO : Epoch 1569 | loss: 0.0311577 | val_loss: 0.0311629 | Time: 1741.23 ms [2021-03-02 20:56:36 main:581] : INFO : Epoch 1570 | loss: 0.031157 | val_loss: 0.031164 | Time: 1759.45 ms [2021-03-02 20:56:38 main:581] : INFO : Epoch 1571 | loss: 0.0311572 | val_loss: 0.031163 | Time: 1821.41 ms [2021-03-02 20:56:40 main:581] : INFO : Epoch 1572 | loss: 0.0311565 | val_loss: 0.0311628 | Time: 1872.12 ms [2021-03-02 20:56:42 main:581] : INFO : Epoch 1573 | loss: 0.0311583 | val_loss: 0.0311631 | Time: 1725.48 ms [2021-03-02 20:56:44 main:581] : INFO : Epoch 1574 | loss: 0.0311562 | val_loss: 0.0311627 | Time: 1623.59 ms [2021-03-02 20:56:45 main:581] : INFO : Epoch 1575 | loss: 0.0311566 | val_loss: 0.0311637 | Time: 1643.56 ms [2021-03-02 20:56:47 main:581] : INFO : Epoch 1576 | loss: 0.0311565 | val_loss: 0.0311663 | Time: 1643.97 ms [2021-03-02 20:56:49 main:581] : INFO : Epoch 1577 | loss: 0.031156 | val_loss: 0.0311613 | Time: 1786.67 ms [2021-03-02 20:56:51 main:581] : INFO : Epoch 1578 | loss: 0.0311559 | val_loss: 0.0311629 | Time: 1940.16 ms [2021-03-02 20:56:52 main:581] : INFO : Epoch 1579 | loss: 0.0311552 | val_loss: 0.0311634 | Time: 1882.4 ms [2021-03-02 20:56:54 main:581] : INFO : Epoch 1580 | loss: 0.0311565 | val_loss: 0.0311665 | Time: 1819.94 ms [2021-03-02 20:56:56 main:581] : INFO : Epoch 1581 | loss: 0.0311571 | val_loss: 0.0311632 | Time: 1870.84 ms [2021-03-02 20:56:58 main:581] : INFO : Epoch 1582 | loss: 0.0311571 | val_loss: 0.0311659 | Time: 1817.63 ms [2021-03-02 20:57:00 main:581] : INFO : Epoch 1583 | loss: 0.0311555 | val_loss: 0.0311618 | Time: 1781.34 ms [2021-03-02 20:57:02 main:581] : INFO : Epoch 1584 | loss: 0.0311548 | val_loss: 0.0311625 | Time: 2060.19 ms [2021-03-02 20:57:04 main:581] : INFO : Epoch 1585 | loss: 0.0311541 | val_loss: 0.0311651 | Time: 1849.76 ms [2021-03-02 20:57:05 main:581] : INFO : Epoch 1586 | loss: 0.0311542 | val_loss: 0.0311608 | Time: 1724.97 ms [2021-03-02 20:57:07 main:581] : INFO : Epoch 1587 | loss: 0.0311542 | val_loss: 0.0311638 | Time: 2007.16 ms [2021-03-02 20:57:09 main:581] : INFO : Epoch 1588 | loss: 0.0311544 | val_loss: 0.0311613 | Time: 1972.47 ms [2021-03-02 20:57:11 main:581] : INFO : Epoch 1589 | loss: 0.0311554 | val_loss: 0.0311634 | Time: 1904.07 ms [2021-03-02 20:57:13 main:581] : INFO : Epoch 1590 | loss: 0.0311556 | val_loss: 0.031162 | Time: 1922.64 ms [2021-03-02 20:57:15 main:581] : INFO : Epoch 1591 | loss: 0.0311556 | val_loss: 0.0311619 | Time: 2024.11 ms [2021-03-02 20:57:17 main:581] : INFO : Epoch 1592 | loss: 0.0311563 | val_loss: 0.0311637 | Time: 1804.5 ms [2021-03-02 20:57:19 main:581] : INFO : Epoch 1593 | loss: 0.0311563 | val_loss: 0.0311615 | Time: 1790.38 ms [2021-03-02 20:57:21 main:581] : INFO : Epoch 1594 | loss: 0.0311544 | val_loss: 0.0311619 | Time: 1833.32 ms [2021-03-02 20:57:23 main:581] : INFO : Epoch 1595 | loss: 0.0311549 | val_loss: 0.0311615 | Time: 1917.61 ms [2021-03-02 20:57:25 main:581] : INFO : Epoch 1596 | loss: 0.0311543 | val_loss: 0.0311618 | Time: 2070.07 ms [2021-03-02 20:57:27 main:581] : INFO : Epoch 1597 | loss: 0.0311557 | val_loss: 0.031167 | Time: 2092.27 ms [2021-03-02 20:57:29 main:581] : INFO : Epoch 1598 | loss: 0.0311554 | val_loss: 0.0311659 | Time: 1930.53 ms [2021-03-02 20:57:31 main:581] : INFO : Epoch 1599 | loss: 0.0311548 | val_loss: 0.0311612 | Time: 1981.49 ms [2021-03-02 20:57:32 main:581] : INFO : Epoch 1600 | loss: 0.0311537 | val_loss: 0.0311637 | Time: 1875.84 ms [2021-03-02 20:57:34 main:581] : INFO : Epoch 1601 | loss: 0.0311552 | val_loss: 0.0311655 | Time: 1870.61 ms [2021-03-02 20:57:36 main:581] : INFO : Epoch 1602 | loss: 0.031154 | val_loss: 0.0311621 | Time: 1890.55 ms [2021-03-02 20:57:38 main:581] : INFO : Epoch 1603 | loss: 0.0311538 | val_loss: 0.0311641 | Time: 1960.7 ms [2021-03-02 20:57:40 main:581] : INFO : Epoch 1604 | loss: 0.0311579 | val_loss: 0.0311629 | Time: 1818.21 ms [2021-03-02 20:57:42 main:581] : INFO : Epoch 1605 | loss: 0.0311552 | val_loss: 0.0311613 | Time: 1979.75 ms [2021-03-02 20:57:44 main:581] : INFO : Epoch 1606 | loss: 0.0311544 | val_loss: 0.0311613 | Time: 2092.94 ms [2021-03-02 20:57:46 main:581] : INFO : Epoch 1607 | loss: 0.0311551 | val_loss: 0.0311656 | Time: 2180.48 ms [2021-03-02 20:57:48 main:581] : INFO : Epoch 1608 | loss: 0.0311544 | val_loss: 0.0311626 | Time: 2077.38 ms [2021-03-02 20:57:50 main:581] : INFO : Epoch 1609 | loss: 0.0311533 | val_loss: 0.0311618 | Time: 2020.25 ms [2021-03-02 20:57:52 main:581] : INFO : Epoch 1610 | loss: 0.0311566 | val_loss: 0.0311606 | Time: 1756.15 ms [2021-03-02 20:57:54 main:581] : INFO : Epoch 1611 | loss: 0.0311552 | val_loss: 0.031163 | Time: 1905.65 ms [2021-03-02 20:57:56 main:581] : INFO : Epoch 1612 | loss: 0.031154 | val_loss: 0.0311637 | Time: 1845.74 ms [2021-03-02 20:57:58 main:581] : INFO : Epoch 1613 | loss: 0.0311549 | val_loss: 0.0311648 | Time: 1878.92 ms [2021-03-02 20:58:00 main:581] : INFO : Epoch 1614 | loss: 0.0311545 | val_loss: 0.0311643 | Time: 1895.65 ms [2021-03-02 20:58:02 main:581] : INFO : Epoch 1615 | loss: 0.0311546 | val_loss: 0.0311621 | Time: 2150.01 ms [2021-03-02 20:58:04 main:581] : INFO : Epoch 1616 | loss: 0.0311565 | val_loss: 0.0311684 | Time: 1962.49 ms [2021-03-02 20:58:06 main:581] : INFO : Epoch 1617 | loss: 0.0311562 | val_loss: 0.0311624 | Time: 2228.16 ms [2021-03-02 20:58:08 main:581] : INFO : Epoch 1618 | loss: 0.0311535 | val_loss: 0.0311617 | Time: 1902.63 ms [2021-03-02 20:58:10 main:581] : INFO : Epoch 1619 | loss: 0.0311529 | val_loss: 0.0311619 | Time: 1821.3 ms [2021-03-02 20:58:12 main:581] : INFO : Epoch 1620 | loss: 0.0311529 | val_loss: 0.0311638 | Time: 1925.86 ms [2021-03-02 20:58:13 main:581] : INFO : Epoch 1621 | loss: 0.0311548 | val_loss: 0.0311618 | Time: 1786.54 ms [2021-03-02 20:58:15 main:581] : INFO : Epoch 1622 | loss: 0.0311533 | val_loss: 0.0311636 | Time: 1905.63 ms [2021-03-02 20:58:17 main:581] : INFO : Epoch 1623 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 1847.41 ms [2021-03-02 20:58:19 main:581] : INFO : Epoch 1624 | loss: 0.0311539 | val_loss: 0.0311628 | Time: 1807.04 ms [2021-03-02 20:58:21 main:581] : INFO : Epoch 1625 | loss: 0.0311531 | val_loss: 0.0311628 | Time: 2033.2 ms [2021-03-02 20:58:23 main:581] : INFO : Epoch 1626 | loss: 0.0311527 | val_loss: 0.0311628 | Time: 2142.57 ms [2021-03-02 20:58:25 main:581] : INFO : Epoch 1627 | loss: 0.0311534 | val_loss: 0.0311632 | Time: 1940.17 ms [2021-03-02 20:58:27 main:581] : INFO : Epoch 1628 | loss: 0.0311532 | val_loss: 0.0311644 | Time: 1741.82 ms [2021-03-02 20:58:29 main:581] : INFO : Epoch 1629 | loss: 0.031155 | val_loss: 0.0311735 | Time: 1791.57 ms [2021-03-02 20:58:30 main:581] : INFO : Epoch 1630 | loss: 0.0311564 | val_loss: 0.0311644 | Time: 1803.97 ms [2021-03-02 20:58:32 main:581] : INFO : Epoch 1631 | loss: 0.0311537 | val_loss: 0.0311681 | Time: 1700.46 ms [2021-03-02 20:58:34 main:581] : INFO : Epoch 1632 | loss: 0.0311519 | val_loss: 0.0311635 | Time: 2128.86 ms [2021-03-02 20:58:36 main:581] : INFO : Epoch 1633 | loss: 0.0311548 | val_loss: 0.0311623 | Time: 1893.72 ms [2021-03-02 20:58:38 main:581] : INFO : Epoch 1634 | loss: 0.0311562 | val_loss: 0.0311609 | Time: 2040.42 ms [2021-03-02 20:58:40 main:581] : INFO : Epoch 1635 | loss: 0.0311572 | val_loss: 0.0311689 | Time: 1911.55 ms [2021-03-02 20:58:42 main:581] : INFO : Epoch 1636 | loss: 0.0311569 | val_loss: 0.031162 | Time: 1984.16 ms [2021-03-02 20:58:44 main:581] : INFO : Epoch 1637 | loss: 0.0311555 | val_loss: 0.0311624 | Time: 1930.99 ms [2021-03-02 20:58:46 main:581] : INFO : Epoch 1638 | loss: 0.0311548 | val_loss: 0.0311636 | Time: 1709.29 ms [2021-03-02 20:58:48 main:581] : INFO : Epoch 1639 | loss: 0.031156 | val_loss: 0.0311626 | Time: 1757.55 ms [2021-03-02 20:58:49 main:581] : INFO : Epoch 1640 | loss: 0.0311533 | val_loss: 0.0311617 | Time: 1692.83 ms [2021-03-02 20:58:51 main:581] : INFO : Epoch 1641 | loss: 0.0311534 | val_loss: 0.0311611 | Time: 1880.97 ms [2021-03-02 20:58:53 main:581] : INFO : Epoch 1642 | loss: 0.0311557 | val_loss: 0.031164 | Time: 1876.72 ms [2021-03-02 20:58:55 main:581] : INFO : Epoch 1643 | loss: 0.0311527 | val_loss: 0.0311617 | Time: 2077.86 ms [2021-03-02 20:58:57 main:581] : INFO : Epoch 1644 | loss: 0.0311533 | val_loss: 0.0311618 | Time: 1967.92 ms [2021-03-02 20:58:59 main:581] : INFO : Epoch 1645 | loss: 0.0311552 | val_loss: 0.0311618 | Time: 2090.75 ms [2021-03-02 20:59:01 main:581] : INFO : Epoch 1646 | loss: 0.0311531 | val_loss: 0.0311609 | Time: 2009.87 ms [2021-03-02 20:59:03 main:581] : INFO : Epoch 1647 | loss: 0.0311545 | val_loss: 0.0311659 | Time: 1926.48 ms [2021-03-02 20:59:05 main:581] : INFO : Epoch 1648 | loss: 0.0311535 | val_loss: 0.0311622 | Time: 1881.35 ms [2021-03-02 20:59:07 main:581] : INFO : Epoch 1649 | loss: 0.0311548 | val_loss: 0.0311628 | Time: 1816.79 ms [2021-03-02 20:59:09 main:581] : INFO : Epoch 1650 | loss: 0.0311524 | val_loss: 0.0311626 | Time: 1995.69 ms [2021-03-02 20:59:11 main:581] : INFO : Epoch 1651 | loss: 0.0311535 | val_loss: 0.0311633 | Time: 1885.93 ms [2021-03-02 20:59:13 main:581] : INFO : Epoch 1652 | loss: 0.0311534 | val_loss: 0.0311648 | Time: 1900.75 ms [2021-03-02 20:59:14 main:581] : INFO : Epoch 1653 | loss: 0.0311516 | val_loss: 0.0311603 | Time: 1956.88 ms [2021-03-02 20:59:16 main:581] : INFO : Epoch 1654 | loss: 0.0311507 | val_loss: 0.0311593 | Time: 1932.61 ms [2021-03-02 20:59:18 main:581] : INFO : Epoch 1655 | loss: 0.0311518 | val_loss: 0.0311608 | Time: 2076.11 ms [2021-03-02 20:59:20 main:581] : INFO : Epoch 1656 | loss: 0.0311502 | val_loss: 0.0311608 | Time: 1970.69 ms [2021-03-02 20:59:22 main:581] : INFO : Epoch 1657 | loss: 0.0311505 | val_loss: 0.0311645 | Time: 1961.1 ms [2021-03-02 20:59:24 main:581] : INFO : Epoch 1658 | loss: 0.0311538 | val_loss: 0.0311597 | Time: 1927.82 ms [2021-03-02 20:59:26 main:581] : INFO : Epoch 1659 | loss: 0.0311509 | val_loss: 0.0311589 | Time: 1915.42 ms [2021-03-02 20:59:28 main:581] : INFO : Epoch 1660 | loss: 0.031151 | val_loss: 0.0311592 | Time: 1930.69 ms [2021-03-02 20:59:30 main:581] : INFO : Epoch 1661 | loss: 0.0311505 | val_loss: 0.0311585 | Time: 2051.36 ms [2021-03-02 20:59:32 main:581] : INFO : Epoch 1662 | loss: 0.0311512 | val_loss: 0.0311684 | Time: 1980.51 ms [2021-03-02 20:59:34 main:581] : INFO : Epoch 1663 | loss: 0.0311511 | val_loss: 0.031159 | Time: 1869.92 ms [2021-03-02 20:59:36 main:581] : INFO : Epoch 1664 | loss: 0.0311529 | val_loss: 0.0311603 | Time: 1817.84 ms [2021-03-02 20:59:38 main:581] : INFO : Epoch 1665 | loss: 0.0311508 | val_loss: 0.0311606 | Time: 1860.25 ms [2021-03-02 20:59:40 main:581] : INFO : Epoch 1666 | loss: 0.0311556 | val_loss: 0.0311606 | Time: 1816.54 ms [2021-03-02 20:59:41 main:581] : INFO : Epoch 1667 | loss: 0.031153 | val_loss: 0.0311592 | Time: 1755.57 ms [2021-03-02 20:59:43 main:581] : INFO : Epoch 1668 | loss: 0.0311519 | val_loss: 0.0311592 | Time: 1788.67 ms [2021-03-02 20:59:45 main:581] : INFO : Epoch 1669 | loss: 0.0311522 | val_loss: 0.0311583 | Time: 2060.19 ms [2021-03-02 20:59:47 main:581] : INFO : Epoch 1670 | loss: 0.0311519 | val_loss: 0.0311602 | Time: 2133.17 ms [2021-03-02 20:59:49 main:581] : INFO : Epoch 1671 | loss: 0.031151 | val_loss: 0.0311602 | Time: 1982.65 ms [2021-03-02 20:59:51 main:581] : INFO : Epoch 1672 | loss: 0.0311503 | val_loss: 0.0311644 | Time: 1953.48 ms [2021-03-02 20:59:53 main:581] : INFO : Epoch 1673 | loss: 0.0311532 | val_loss: 0.0311596 | Time: 1823.45 ms [2021-03-02 20:59:55 main:581] : INFO : Epoch 1674 | loss: 0.0311527 | val_loss: 0.03117 | Time: 1747.28 ms [2021-03-02 20:59:57 main:581] : INFO : Epoch 1675 | loss: 0.0311556 | val_loss: 0.0311602 | Time: 1836.87 ms [2021-03-02 20:59:59 main:581] : INFO : Epoch 1676 | loss: 0.0311517 | val_loss: 0.0311601 | Time: 1884.22 ms [2021-03-02 21:00:00 main:581] : INFO : Epoch 1677 | loss: 0.0311537 | val_loss: 0.0311603 | Time: 1810.76 ms [2021-03-02 21:00:02 main:581] : INFO : Epoch 1678 | loss: 0.0311519 | val_loss: 0.0311596 | Time: 1992.6 ms [2021-03-02 21:00:04 main:581] : INFO : Epoch 1679 | loss: 0.0311526 | val_loss: 0.0311608 | Time: 1990.29 ms [2021-03-02 21:00:06 main:581] : INFO : Epoch 1680 | loss: 0.0311506 | val_loss: 0.0311613 | Time: 1906.71 ms [2021-03-02 21:00:08 main:581] : INFO : Epoch 1681 | loss: 0.0311508 | val_loss: 0.0311593 | Time: 1992.12 ms [2021-03-02 21:00:10 main:581] : INFO : Epoch 1682 | loss: 0.0311502 | val_loss: 0.0311594 | Time: 1919.98 ms [2021-03-02 21:00:12 main:581] : INFO : Epoch 1683 | loss: 0.0311512 | val_loss: 0.0311654 | Time: 1817.48 ms [2021-03-02 21:00:14 main:581] : INFO : Epoch 1684 | loss: 0.0311519 | val_loss: 0.0311608 | Time: 1734.1 ms [2021-03-02 21:00:16 main:581] : INFO : Epoch 1685 | loss: 0.0311494 | val_loss: 0.0311621 | Time: 1961.37 ms [2021-03-02 21:00:18 main:581] : INFO : Epoch 1686 | loss: 0.0311494 | val_loss: 0.0311634 | Time: 1904.58 ms [2021-03-02 21:00:19 main:581] : INFO : Epoch 1687 | loss: 0.03115 | val_loss: 0.0311609 | Time: 1899.23 ms [2021-03-02 21:00:21 main:581] : INFO : Epoch 1688 | loss: 0.0311494 | val_loss: 0.0311605 | Time: 1923.43 ms [2021-03-02 21:00:23 main:581] : INFO : Epoch 1689 | loss: 0.0311506 | val_loss: 0.0311626 | Time: 1920.37 ms [2021-03-02 21:00:25 main:581] : INFO : Epoch 1690 | loss: 0.0311495 | val_loss: 0.0311609 | Time: 1944.36 ms [2021-03-02 21:00:27 main:581] : INFO : Epoch 1691 | loss: 0.0311498 | val_loss: 0.0311636 | Time: 1913.23 ms [2021-03-02 21:00:29 main:581] : INFO : Epoch 1692 | loss: 0.0311529 | val_loss: 0.0311703 | Time: 1852.19 ms [2021-03-02 21:00:31 main:581] : INFO : Epoch 1693 | loss: 0.0311511 | val_loss: 0.0311596 | Time: 1909.32 ms [2021-03-02 21:00:33 main:581] : INFO : Epoch 1694 | loss: 0.0311497 | val_loss: 0.0311615 | Time: 1915.65 ms [2021-03-02 21:00:35 main:581] : INFO : Epoch 1695 | loss: 0.0311494 | val_loss: 0.0311606 | Time: 1828.81 ms [2021-03-02 21:00:37 main:581] : INFO : Epoch 1696 | loss: 0.0311502 | val_loss: 0.0311598 | Time: 1998.22 ms [2021-03-02 21:00:39 main:581] : INFO : Epoch 1697 | loss: 0.0311503 | val_loss: 0.0311619 | Time: 1854.11 ms [2021-03-02 21:00:40 main:581] : INFO : Epoch 1698 | loss: 0.0311509 | val_loss: 0.0311643 | Time: 1840.6 ms [2021-03-02 21:00:42 main:581] : INFO : Epoch 1699 | loss: 0.0311512 | val_loss: 0.0311588 | Time: 1942.56 ms [2021-03-02 21:00:44 main:581] : INFO : Epoch 1700 | loss: 0.0311494 | val_loss: 0.0311611 | Time: 1767.09 ms [2021-03-02 21:00:46 main:581] : INFO : Epoch 1701 | loss: 0.0311499 | val_loss: 0.0311608 | Time: 1726.25 ms [2021-03-02 21:00:48 main:581] : INFO : Epoch 1702 | loss: 0.0311511 | val_loss: 0.0311593 | Time: 1915.18 ms [2021-03-02 21:00:50 main:581] : INFO : Epoch 1703 | loss: 0.03115 | val_loss: 0.0311611 | Time: 1933.77 ms [2021-03-02 21:00:52 main:581] : INFO : Epoch 1704 | loss: 0.0311503 | val_loss: 0.0311589 | Time: 2008.98 ms [2021-03-02 21:00:54 main:581] : INFO : Epoch 1705 | loss: 0.0311523 | val_loss: 0.0311597 | Time: 1811.33 ms [2021-03-02 21:00:55 main:581] : INFO : Epoch 1706 | loss: 0.0311539 | val_loss: 0.031168 | Time: 1875.82 ms [2021-03-02 21:00:57 main:581] : INFO : Epoch 1707 | loss: 0.0311645 | val_loss: 0.0311691 | Time: 1876.42 ms [2021-03-02 21:00:59 main:581] : INFO : Epoch 1708 | loss: 0.0311595 | val_loss: 0.0311662 | Time: 1988.02 ms [2021-03-02 21:01:01 main:581] : INFO : Epoch 1709 | loss: 0.0311576 | val_loss: 0.0311671 | Time: 1688.41 ms [2021-03-02 21:01:03 main:581] : INFO : Epoch 1710 | loss: 0.0311606 | val_loss: 0.0311696 | Time: 1770.59 ms [2021-03-02 21:01:05 main:581] : INFO : Epoch 1711 | loss: 0.0311656 | val_loss: 0.0311759 | Time: 1809.19 ms [2021-03-02 21:01:06 main:581] : INFO : Epoch 1712 | loss: 0.0311596 | val_loss: 0.0311643 | Time: 1780.33 ms [2021-03-02 21:01:08 main:581] : INFO : Epoch 1713 | loss: 0.0311574 | val_loss: 0.0311627 | Time: 1822.4 ms [2021-03-02 21:01:10 main:581] : INFO : Epoch 1714 | loss: 0.0311551 | val_loss: 0.0311635 | Time: 1889.77 ms [2021-03-02 21:01:12 main:581] : INFO : Epoch 1715 | loss: 0.0311551 | val_loss: 0.0311629 | Time: 1802.09 ms [2021-03-02 21:01:14 main:581] : INFO : Epoch 1716 | loss: 0.031154 | val_loss: 0.0311673 | Time: 1846.83 ms [2021-03-02 21:01:16 main:581] : INFO : Epoch 1717 | loss: 0.0311558 | val_loss: 0.0311632 | Time: 1861.99 ms [2021-03-02 21:01:17 main:581] : INFO : Epoch 1718 | loss: 0.0311536 | val_loss: 0.0311656 | Time: 1827.19 ms [2021-03-02 21:01:19 main:581] : INFO : Epoch 1719 | loss: 0.0311547 | val_loss: 0.0311642 | Time: 1817.89 ms [2021-03-02 21:01:21 main:581] : INFO : Epoch 1720 | loss: 0.0311527 | val_loss: 0.0311644 | Time: 1910.4 ms [2021-03-02 21:01:23 main:581] : INFO : Epoch 1721 | loss: 0.0311531 | val_loss: 0.0311662 | Time: 1827.41 ms [2021-03-02 21:01:25 main:581] : INFO : Epoch 1722 | loss: 0.0311527 | val_loss: 0.0311635 | Time: 1808.11 ms [2021-03-02 21:01:27 main:581] : INFO : Epoch 1723 | loss: 0.0311532 | val_loss: 0.0311679 | Time: 1975.57 ms [2021-03-02 21:01:29 main:581] : INFO : Epoch 1724 | loss: 0.031155 | val_loss: 0.0311688 | Time: 1996.19 ms [2021-03-02 21:01:31 main:581] : INFO : Epoch 1725 | loss: 0.0311554 | val_loss: 0.0311639 | Time: 1894.89 ms [2021-03-02 21:01:32 main:581] : INFO : Epoch 1726 | loss: 0.0311544 | val_loss: 0.0311649 | Time: 1889.85 ms [2021-03-02 21:01:34 main:581] : INFO : Epoch 1727 | loss: 0.0311527 | val_loss: 0.0311671 | Time: 1848.1 ms [2021-03-02 21:01:36 main:581] : INFO : Epoch 1728 | loss: 0.0311524 | val_loss: 0.0311622 | Time: 1978.11 ms [2021-03-02 21:01:38 main:581] : INFO : Epoch 1729 | loss: 0.0311516 | val_loss: 0.0311654 | Time: 1939.82 ms [2021-03-02 21:01:40 main:581] : INFO : Epoch 1730 | loss: 0.031154 | val_loss: 0.0311622 | Time: 1950.62 ms [2021-03-02 21:01:42 main:581] : INFO : Epoch 1731 | loss: 0.0311533 | val_loss: 0.0311644 | Time: 1980.15 ms [2021-03-02 21:01:44 main:581] : INFO : Epoch 1732 | loss: 0.0311525 | val_loss: 0.0311648 | Time: 2019.3 ms [2021-03-02 21:01:46 main:581] : INFO : Epoch 1733 | loss: 0.0311519 | val_loss: 0.0311651 | Time: 1910.98 ms [2021-03-02 21:01:48 main:581] : INFO : Epoch 1734 | loss: 0.0311533 | val_loss: 0.0311643 | Time: 1982 ms [2021-03-02 21:01:50 main:581] : INFO : Epoch 1735 | loss: 0.0311549 | val_loss: 0.0311627 | Time: 1919.86 ms [2021-03-02 21:01:52 main:581] : INFO : Epoch 1736 | loss: 0.0311535 | val_loss: 0.031161 | Time: 1913.19 ms [2021-03-02 21:01:54 main:581] : INFO : Epoch 1737 | loss: 0.0311511 | val_loss: 0.0311614 | Time: 1907.27 ms [2021-03-02 21:01:56 main:581] : INFO : Epoch 1738 | loss: 0.031151 | val_loss: 0.031162 | Time: 1967.97 ms [2021-03-02 21:01:58 main:581] : INFO : Epoch 1739 | loss: 0.0311528 | val_loss: 0.0311623 | Time: 1779.76 ms [2021-03-02 21:01:59 main:581] : INFO : Epoch 1740 | loss: 0.0311509 | val_loss: 0.0311686 | Time: 1874.77 ms [2021-03-02 21:02:01 main:581] : INFO : Epoch 1741 | loss: 0.0311524 | val_loss: 0.0311668 | Time: 1966.77 ms [2021-03-02 21:02:03 main:581] : INFO : Epoch 1742 | loss: 0.0311535 | val_loss: 0.0311614 | Time: 1868.85 ms [2021-03-02 21:02:05 main:581] : INFO : Epoch 1743 | loss: 0.0311529 | val_loss: 0.0311632 | Time: 2125.59 ms [2021-03-02 21:02:07 main:581] : INFO : Epoch 1744 | loss: 0.0311516 | val_loss: 0.0311639 | Time: 1931.69 ms [2021-03-02 21:02:09 main:581] : INFO : Epoch 1745 | loss: 0.0311531 | val_loss: 0.0311739 | Time: 1839.56 ms [2021-03-02 21:02:11 main:581] : INFO : Epoch 1746 | loss: 0.0311568 | val_loss: 0.031163 | Time: 1977.15 ms [2021-03-02 21:02:13 main:581] : INFO : Epoch 1747 | loss: 0.0311544 | val_loss: 0.0311643 | Time: 1859.62 ms [2021-03-02 21:02:15 main:581] : INFO : Epoch 1748 | loss: 0.0311547 | val_loss: 0.0311667 | Time: 1920.04 ms [2021-03-02 21:02:17 main:581] : INFO : Epoch 1749 | loss: 0.0311541 | val_loss: 0.0311709 | Time: 1967.88 ms [2021-03-02 21:02:19 main:581] : INFO : Epoch 1750 | loss: 0.0311544 | val_loss: 0.0311665 | Time: 2009.83 ms [2021-03-02 21:02:21 main:581] : INFO : Epoch 1751 | loss: 0.0311539 | val_loss: 0.031165 | Time: 1810.79 ms [2021-03-02 21:02:23 main:581] : INFO : Epoch 1752 | loss: 0.0311534 | val_loss: 0.0311648 | Time: 1967.48 ms [2021-03-02 21:02:25 main:581] : INFO : Epoch 1753 | loss: 0.0311527 | val_loss: 0.0311634 | Time: 1878.71 ms [2021-03-02 21:02:26 main:581] : INFO : Epoch 1754 | loss: 0.0311547 | val_loss: 0.0311719 | Time: 1873.79 ms [2021-03-02 21:02:28 main:581] : INFO : Epoch 1755 | loss: 0.0311601 | val_loss: 0.0311658 | Time: 1860.97 ms [2021-03-02 21:02:30 main:581] : INFO : Epoch 1756 | loss: 0.0311581 | val_loss: 0.0311642 | Time: 1832.03 ms [2021-03-02 21:02:32 main:581] : INFO : Epoch 1757 | loss: 0.0311564 | val_loss: 0.0311645 | Time: 1708.72 ms [2021-03-02 21:02:34 main:581] : INFO : Epoch 1758 | loss: 0.0311551 | val_loss: 0.0311639 | Time: 1898.17 ms [2021-03-02 21:02:36 main:581] : INFO : Epoch 1759 | loss: 0.031155 | val_loss: 0.0311636 | Time: 1788.96 ms [2021-03-02 21:02:37 main:581] : INFO : Epoch 1760 | loss: 0.0311565 | val_loss: 0.0311758 | Time: 1817.11 ms [2021-03-02 21:02:39 main:581] : INFO : Epoch 1761 | loss: 0.0311574 | val_loss: 0.031164 | Time: 1834.93 ms [2021-03-02 21:02:41 main:581] : INFO : Epoch 1762 | loss: 0.0311544 | val_loss: 0.0311645 | Time: 1958.04 ms [2021-03-02 21:02:43 main:581] : INFO : Epoch 1763 | loss: 0.0311554 | val_loss: 0.0311673 | Time: 1763.41 ms [2021-03-02 21:02:45 main:581] : INFO : Epoch 1764 | loss: 0.0311533 | val_loss: 0.0311639 | Time: 1939.91 ms [2021-03-02 21:02:47 main:581] : INFO : Epoch 1765 | loss: 0.031153 | val_loss: 0.0311677 | Time: 1866.4 ms [2021-03-02 21:02:49 main:581] : INFO : Epoch 1766 | loss: 0.0311554 | val_loss: 0.031163 | Time: 1779.4 ms [2021-03-02 21:02:50 main:581] : INFO : Epoch 1767 | loss: 0.031153 | val_loss: 0.0311641 | Time: 1906.19 ms [2021-03-02 21:02:52 main:581] : INFO : Epoch 1768 | loss: 0.0311535 | val_loss: 0.0311692 | Time: 1951.73 ms [2021-03-02 21:02:54 main:581] : INFO : Epoch 1769 | loss: 0.031155 | val_loss: 0.0311659 | Time: 1897.18 ms [2021-03-02 21:02:56 main:581] : INFO : Epoch 1770 | loss: 0.0311515 | val_loss: 0.0311633 | Time: 1860.61 ms [2021-03-02 21:02:58 main:581] : INFO : Epoch 1771 | loss: 0.0311509 | val_loss: 0.0311629 | Time: 2063.54 ms [2021-03-02 21:03:00 main:581] : INFO : Epoch 1772 | loss: 0.0311511 | val_loss: 0.0311652 | Time: 1843.61 ms [2021-03-02 21:03:02 main:581] : INFO : Epoch 1773 | loss: 0.0311531 | val_loss: 0.0311736 | Time: 2085.99 ms [2021-03-02 21:03:04 main:581] : INFO : Epoch 1774 | loss: 0.0311557 | val_loss: 0.0311644 | Time: 1788.79 ms [2021-03-02 21:03:06 main:581] : INFO : Epoch 1775 | loss: 0.0311507 | val_loss: 0.0311644 | Time: 1787.37 ms [2021-03-02 21:03:07 main:581] : INFO : Epoch 1776 | loss: 0.03115 | val_loss: 0.0311669 | Time: 1738.05 ms [2021-03-02 21:03:09 main:581] : INFO : Epoch 1777 | loss: 0.0311512 | val_loss: 0.0311666 | Time: 1802.71 ms [2021-03-02 21:03:11 main:581] : INFO : Epoch 1778 | loss: 0.0311507 | val_loss: 0.0311633 | Time: 1832.04 ms [2021-03-02 21:03:13 main:581] : INFO : Epoch 1779 | loss: 0.0311535 | val_loss: 0.0311656 | Time: 1837.31 ms [2021-03-02 21:03:15 main:581] : INFO : Epoch 1780 | loss: 0.0311508 | val_loss: 0.0311646 | Time: 1830.13 ms [2021-03-02 21:03:16 main:581] : INFO : Epoch 1781 | loss: 0.0311514 | val_loss: 0.031165 | Time: 1740.86 ms [2021-03-02 21:03:18 main:581] : INFO : Epoch 1782 | loss: 0.0311511 | val_loss: 0.0311646 | Time: 1826.9 ms [2021-03-02 21:03:20 main:581] : INFO : Epoch 1783 | loss: 0.0311502 | val_loss: 0.031165 | Time: 1839.38 ms [2021-03-02 21:03:22 main:581] : INFO : Epoch 1784 | loss: 0.0311507 | val_loss: 0.0311676 | Time: 1746.31 ms [2021-03-02 21:03:24 main:581] : INFO : Epoch 1785 | loss: 0.0311538 | val_loss: 0.0311657 | Time: 1755.52 ms [2021-03-02 21:03:26 main:581] : INFO : Epoch 1786 | loss: 0.0311514 | val_loss: 0.0311673 | Time: 1918.83 ms [2021-03-02 21:03:28 main:581] : INFO : Epoch 1787 | loss: 0.0311518 | val_loss: 0.0311643 | Time: 1972.97 ms [2021-03-02 21:03:29 main:581] : INFO : Epoch 1788 | loss: 0.0311517 | val_loss: 0.0311621 | Time: 1826.66 ms [2021-03-02 21:03:32 main:581] : INFO : Epoch 1789 | loss: 0.0311522 | val_loss: 0.0311702 | Time: 2157.49 ms [2021-03-02 21:03:33 main:581] : INFO : Epoch 1790 | loss: 0.0311533 | val_loss: 0.0311632 | Time: 1834.36 ms [2021-03-02 21:03:35 main:581] : INFO : Epoch 1791 | loss: 0.0311524 | val_loss: 0.0311645 | Time: 1921.19 ms [2021-03-02 21:03:37 main:581] : INFO : Epoch 1792 | loss: 0.0311538 | val_loss: 0.0311665 | Time: 2007.52 ms [2021-03-02 21:03:39 main:581] : INFO : Epoch 1793 | loss: 0.0311533 | val_loss: 0.0311629 | Time: 1956.55 ms [2021-03-02 21:03:41 main:581] : INFO : Epoch 1794 | loss: 0.0311542 | val_loss: 0.0311663 | Time: 1893.97 ms [2021-03-02 21:03:43 main:581] : INFO : Epoch 1795 | loss: 0.0311528 | val_loss: 0.0311638 | Time: 2005.67 ms [2021-03-02 21:03:45 main:581] : INFO : Epoch 1796 | loss: 0.0311506 | val_loss: 0.0311668 | Time: 1995.31 ms [2021-03-02 21:03:47 main:581] : INFO : Epoch 1797 | loss: 0.0311521 | val_loss: 0.0311618 | Time: 1901.02 ms [2021-03-02 21:03:49 main:581] : INFO : Epoch 1798 | loss: 0.0311514 | val_loss: 0.0311662 | Time: 1980.55 ms [2021-03-02 21:03:51 main:581] : INFO : Epoch 1799 | loss: 0.0311519 | val_loss: 0.031169 | Time: 1910.68 ms [2021-03-02 21:03:53 main:581] : INFO : Epoch 1800 | loss: 0.0311534 | val_loss: 0.0311677 | Time: 1815.36 ms [2021-03-02 21:03:55 main:581] : INFO : Epoch 1801 | loss: 0.0311583 | val_loss: 0.031166 | Time: 1809.46 ms [2021-03-02 21:03:56 main:581] : INFO : Epoch 1802 | loss: 0.0311576 | val_loss: 0.031165 | Time: 1757.22 ms [2021-03-02 21:03:58 main:581] : INFO : Epoch 1803 | loss: 0.0311574 | val_loss: 0.031166 | Time: 1687.63 ms [2021-03-02 21:04:00 main:581] : INFO : Epoch 1804 | loss: 0.0311548 | val_loss: 0.0311674 | Time: 1859.29 ms [2021-03-02 21:04:02 main:581] : INFO : Epoch 1805 | loss: 0.0311545 | val_loss: 0.0311656 | Time: 1847.41 ms [2021-03-02 21:04:04 main:581] : INFO : Epoch 1806 | loss: 0.0311541 | val_loss: 0.0311638 | Time: 1888.49 ms [2021-03-02 21:04:06 main:581] : INFO : Epoch 1807 | loss: 0.0311524 | val_loss: 0.0311658 | Time: 2190.82 ms [2021-03-02 21:04:08 main:581] : INFO : Epoch 1808 | loss: 0.0311549 | val_loss: 0.0311626 | Time: 1835.22 ms [2021-03-02 21:04:10 main:581] : INFO : Epoch 1809 | loss: 0.0311533 | val_loss: 0.0311645 | Time: 1875.91 ms [2021-03-02 21:04:12 main:581] : INFO : Epoch 1810 | loss: 0.0311534 | val_loss: 0.0311648 | Time: 2050.53 ms [2021-03-02 21:04:14 main:581] : INFO : Epoch 1811 | loss: 0.0311537 | val_loss: 0.0311633 | Time: 1953.76 ms [2021-03-02 21:04:15 main:581] : INFO : Epoch 1812 | loss: 0.0311532 | val_loss: 0.0311624 | Time: 1825.79 ms [2021-03-02 21:04:17 main:581] : INFO : Epoch 1813 | loss: 0.0311523 | val_loss: 0.0311611 | Time: 1851.11 ms [2021-03-02 21:04:19 main:581] : INFO : Epoch 1814 | loss: 0.0311518 | val_loss: 0.0311657 | Time: 1823.97 ms [2021-03-02 21:04:21 main:581] : INFO : Epoch 1815 | loss: 0.031152 | val_loss: 0.0311619 | Time: 1979.67 ms [2021-03-02 21:04:23 main:581] : INFO : Epoch 1816 | loss: 0.0311509 | val_loss: 0.0311634 | Time: 2172.3 ms [2021-03-02 21:04:25 main:581] : INFO : Epoch 1817 | loss: 0.0311508 | val_loss: 0.0311631 | Time: 1924.36 ms [2021-03-02 21:04:27 main:581] : INFO : Epoch 1818 | loss: 0.031151 | val_loss: 0.0311626 | Time: 1896.73 ms [2021-03-02 21:04:29 main:581] : INFO : Epoch 1819 | loss: 0.031152 | val_loss: 0.0311663 | Time: 1896.35 ms [2021-03-02 21:04:31 main:581] : INFO : Epoch 1820 | loss: 0.0311527 | val_loss: 0.0311625 | Time: 1699.41 ms [2021-03-02 21:04:32 main:581] : INFO : Epoch 1821 | loss: 0.0311509 | val_loss: 0.0311637 | Time: 1717.7 ms [2021-03-02 21:04:34 main:581] : INFO : Epoch 1822 | loss: 0.0311503 | val_loss: 0.0311626 | Time: 1887.61 ms [2021-03-02 21:04:36 main:581] : INFO : Epoch 1823 | loss: 0.0311522 | val_loss: 0.0311623 | Time: 2017.44 ms [2021-03-02 21:04:38 main:581] : INFO : Epoch 1824 | loss: 0.0311524 | val_loss: 0.0311632 | Time: 1816.79 ms [2021-03-02 21:04:40 main:581] : INFO : Epoch 1825 | loss: 0.0311508 | val_loss: 0.0311617 | Time: 2220.95 ms [2021-03-02 21:04:42 main:581] : INFO : Epoch 1826 | loss: 0.0311493 | val_loss: 0.0311622 | Time: 1949.08 ms [2021-03-02 21:04:44 main:581] : INFO : Epoch 1827 | loss: 0.0311494 | val_loss: 0.0311687 | Time: 2020.43 ms [2021-03-02 21:04:46 main:581] : INFO : Epoch 1828 | loss: 0.0311523 | val_loss: 0.0311629 | Time: 1980.44 ms [2021-03-02 21:04:48 main:581] : INFO : Epoch 1829 | loss: 0.0311517 | val_loss: 0.0311633 | Time: 1914.55 ms [2021-03-02 21:04:50 main:581] : INFO : Epoch 1830 | loss: 0.0311486 | val_loss: 0.0311649 | Time: 1758.92 ms [2021-03-02 21:04:52 main:581] : INFO : Epoch 1831 | loss: 0.0311489 | val_loss: 0.0311623 | Time: 1861.03 ms [2021-03-02 21:04:54 main:581] : INFO : Epoch 1832 | loss: 0.0311474 | val_loss: 0.0311629 | Time: 1841.04 ms [2021-03-02 21:04:55 main:581] : INFO : Epoch 1833 | loss: 0.0311501 | val_loss: 0.0311635 | Time: 1867.03 ms [2021-03-02 21:04:57 main:581] : INFO : Epoch 1834 | loss: 0.031153 | val_loss: 0.0311634 | Time: 2035.24 ms [2021-03-02 21:04:59 main:581] : INFO : Epoch 1835 | loss: 0.0311538 | val_loss: 0.0311673 | Time: 1939.14 ms [2021-03-02 21:05:01 main:581] : INFO : Epoch 1836 | loss: 0.031152 | val_loss: 0.031164 | Time: 2079.69 ms [2021-03-02 21:05:04 main:581] : INFO : Epoch 1837 | loss: 0.0311504 | val_loss: 0.0311658 | Time: 2057.21 ms [2021-03-02 21:05:05 main:581] : INFO : Epoch 1838 | loss: 0.0311522 | val_loss: 0.0311637 | Time: 1779.82 ms [2021-03-02 21:05:07 main:581] : INFO : Epoch 1839 | loss: 0.0311507 | val_loss: 0.0311636 | Time: 1773.5 ms [2021-03-02 21:05:09 main:581] : INFO : Epoch 1840 | loss: 0.0311515 | val_loss: 0.0311627 | Time: 1934.63 ms [2021-03-02 21:05:11 main:581] : INFO : Epoch 1841 | loss: 0.0311502 | val_loss: 0.0311678 | Time: 1796.2 ms [2021-03-02 21:05:13 main:581] : INFO : Epoch 1842 | loss: 0.0311507 | val_loss: 0.0311656 | Time: 1976.06 ms [2021-03-02 21:05:15 main:581] : INFO : Epoch 1843 | loss: 0.0311481 | val_loss: 0.0311615 | Time: 2003.35 ms [2021-03-02 21:05:17 main:581] : INFO : Epoch 1844 | loss: 0.0311482 | val_loss: 0.0311618 | Time: 1918.9 ms [2021-03-02 21:05:19 main:581] : INFO : Epoch 1845 | loss: 0.0311524 | val_loss: 0.0311649 | Time: 1979.76 ms [2021-03-02 21:05:21 main:581] : INFO : Epoch 1846 | loss: 0.0311509 | val_loss: 0.0311639 | Time: 2026 ms [2021-03-02 21:05:23 main:581] : INFO : Epoch 1847 | loss: 0.031152 | val_loss: 0.031169 | Time: 1871.1 ms [2021-03-02 21:05:25 main:581] : INFO : Epoch 1848 | loss: 0.0311586 | val_loss: 0.0311624 | Time: 1930.6 ms [2021-03-02 21:05:26 main:581] : INFO : Epoch 1849 | loss: 0.0311528 | val_loss: 0.0311657 | Time: 1958.93 ms [2021-03-02 21:05:28 main:581] : INFO : Epoch 1850 | loss: 0.03115 | val_loss: 0.03116 | Time: 1909.74 ms [2021-03-02 21:05:30 main:581] : INFO : Epoch 1851 | loss: 0.0311488 | val_loss: 0.0311623 | Time: 1877.33 ms [2021-03-02 21:05:32 main:581] : INFO : Epoch 1852 | loss: 0.03115 | val_loss: 0.0311594 | Time: 1956.61 ms [2021-03-02 21:05:34 main:581] : INFO : Epoch 1853 | loss: 0.0311474 | val_loss: 0.0311611 | Time: 1910.67 ms [2021-03-02 21:05:36 main:581] : INFO : Epoch 1854 | loss: 0.0311474 | val_loss: 0.0311617 | Time: 1848.48 ms [2021-03-02 21:05:38 main:581] : INFO : Epoch 1855 | loss: 0.0311511 | val_loss: 0.0311668 | Time: 1957.7 ms [2021-03-02 21:05:40 main:581] : INFO : Epoch 1856 | loss: 0.0311513 | val_loss: 0.0311632 | Time: 1896.72 ms [2021-03-02 21:05:42 main:581] : INFO : Epoch 1857 | loss: 0.0311493 | val_loss: 0.0311596 | Time: 1848.25 ms [2021-03-02 21:05:44 main:581] : INFO : Epoch 1858 | loss: 0.0311501 | val_loss: 0.0311596 | Time: 2041.64 ms [2021-03-02 21:05:46 main:581] : INFO : Epoch 1859 | loss: 0.0311514 | val_loss: 0.0311603 | Time: 1863.97 ms [2021-03-02 21:05:48 main:581] : INFO : Epoch 1860 | loss: 0.0311509 | val_loss: 0.0311652 | Time: 1975.5 ms [2021-03-02 21:05:50 main:581] : INFO : Epoch 1861 | loss: 0.0311496 | val_loss: 0.0311651 | Time: 1952.02 ms [2021-03-02 21:05:51 main:581] : INFO : Epoch 1862 | loss: 0.0311481 | val_loss: 0.031166 | Time: 1801.37 ms [2021-03-02 21:05:53 main:581] : INFO : Epoch 1863 | loss: 0.0311498 | val_loss: 0.0311614 | Time: 1958.51 ms [2021-03-02 21:05:55 main:581] : INFO : Epoch 1864 | loss: 0.0311484 | val_loss: 0.0311609 | Time: 1956.05 ms [2021-03-02 21:05:57 main:581] : INFO : Epoch 1865 | loss: 0.031148 | val_loss: 0.031164 | Time: 1766.18 ms [2021-03-02 21:05:59 main:581] : INFO : Epoch 1866 | loss: 0.0311473 | val_loss: 0.0311628 | Time: 1725.07 ms [2021-03-02 21:06:01 main:581] : INFO : Epoch 1867 | loss: 0.0311491 | val_loss: 0.0311652 | Time: 2044.57 ms [2021-03-02 21:06:03 main:581] : INFO : Epoch 1868 | loss: 0.0311512 | val_loss: 0.0311629 | Time: 1870.83 ms [2021-03-02 21:06:05 main:581] : INFO : Epoch 1869 | loss: 0.03115 | val_loss: 0.0311651 | Time: 1895 ms [2021-03-02 21:06:07 main:581] : INFO : Epoch 1870 | loss: 0.0311495 | val_loss: 0.0311611 | Time: 2080.51 ms [2021-03-02 21:06:09 main:581] : INFO : Epoch 1871 | loss: 0.0311487 | val_loss: 0.0311611 | Time: 1892.58 ms [2021-03-02 21:06:11 main:581] : INFO : Epoch 1872 | loss: 0.0311476 | val_loss: 0.0311613 | Time: 1980.66 ms [2021-03-02 21:06:13 main:581] : INFO : Epoch 1873 | loss: 0.0311478 | val_loss: 0.0311668 | Time: 2096.47 ms [2021-03-02 21:06:14 main:581] : INFO : Epoch 1874 | loss: 0.0311482 | val_loss: 0.0311632 | Time: 1762 ms [2021-03-02 21:06:16 main:581] : INFO : Epoch 1875 | loss: 0.0311465 | val_loss: 0.0311605 | Time: 1983.01 ms [2021-03-02 21:06:18 main:581] : INFO : Epoch 1876 | loss: 0.0311471 | val_loss: 0.0311636 | Time: 2025.55 ms [2021-03-02 21:06:20 main:581] : INFO : Epoch 1877 | loss: 0.0311474 | val_loss: 0.0311617 | Time: 1908.42 ms [2021-03-02 21:06:22 main:581] : INFO : Epoch 1878 | loss: 0.0311466 | val_loss: 0.0311628 | Time: 1828.75 ms [2021-03-02 21:06:24 main:581] : INFO : Epoch 1879 | loss: 0.0311455 | val_loss: 0.0311638 | Time: 1826.09 ms [2021-03-02 21:06:26 main:581] : INFO : Epoch 1880 | loss: 0.0311461 | val_loss: 0.0311619 | Time: 1784.7 ms [2021-03-02 21:06:28 main:581] : INFO : Epoch 1881 | loss: 0.0311447 | val_loss: 0.0311625 | Time: 1941.43 ms [2021-03-02 21:06:30 main:581] : INFO : Epoch 1882 | loss: 0.031146 | val_loss: 0.0311624 | Time: 1894.32 ms [2021-03-02 21:06:31 main:581] : INFO : Epoch 1883 | loss: 0.0311486 | val_loss: 0.0311625 | Time: 1873.56 ms [2021-03-02 21:06:34 main:581] : INFO : Epoch 1884 | loss: 0.0311482 | val_loss: 0.0311608 | Time: 2107.86 ms [2021-03-02 21:06:36 main:581] : INFO : Epoch 1885 | loss: 0.0311481 | val_loss: 0.031162 | Time: 1997.96 ms [2021-03-02 21:06:37 main:581] : INFO : Epoch 1886 | loss: 0.0311467 | val_loss: 0.0311614 | Time: 1902.35 ms [2021-03-02 21:06:39 main:581] : INFO : Epoch 1887 | loss: 0.0311456 | val_loss: 0.0311637 | Time: 1947.3 ms [2021-03-02 21:06:41 main:581] : INFO : Epoch 1888 | loss: 0.0311468 | val_loss: 0.031162 | Time: 2080.43 ms [2021-03-02 21:06:43 main:581] : INFO : Epoch 1889 | loss: 0.0311463 | val_loss: 0.0311653 | Time: 1737.67 ms [2021-03-02 21:06:45 main:581] : INFO : Epoch 1890 | loss: 0.0311454 | val_loss: 0.0311656 | Time: 1961.51 ms [2021-03-02 21:06:47 main:581] : INFO : Epoch 1891 | loss: 0.0311468 | val_loss: 0.0311592 | Time: 1905.71 ms [2021-03-02 21:06:49 main:581] : INFO : Epoch 1892 | loss: 0.0311465 | val_loss: 0.0311624 | Time: 1802.72 ms [2021-03-02 21:06:51 main:581] : INFO : Epoch 1893 | loss: 0.0311471 | val_loss: 0.0311622 | Time: 1945.05 ms [2021-03-02 21:06:53 main:581] : INFO : Epoch 1894 | loss: 0.0311514 | val_loss: 0.031164 | Time: 1867.29 ms [2021-03-02 21:06:54 main:581] : INFO : Epoch 1895 | loss: 0.0311531 | val_loss: 0.0311626 | Time: 1756.15 ms [2021-03-02 21:06:56 main:581] : INFO : Epoch 1896 | loss: 0.0311515 | val_loss: 0.031165 | Time: 1919.68 ms [2021-03-02 21:06:58 main:581] : INFO : Epoch 1897 | loss: 0.0311507 | val_loss: 0.0311638 | Time: 1957.78 ms [2021-03-02 21:07:00 main:581] : INFO : Epoch 1898 | loss: 0.0311523 | val_loss: 0.0311624 | Time: 2018.52 ms [2021-03-02 21:07:02 main:581] : INFO : Epoch 1899 | loss: 0.0311507 | val_loss: 0.0311633 | Time: 1999.04 ms [2021-03-02 21:07:04 main:581] : INFO : Epoch 1900 | loss: 0.0311516 | val_loss: 0.0311634 | Time: 1962.54 ms [2021-03-02 21:07:06 main:581] : INFO : Epoch 1901 | loss: 0.0311535 | val_loss: 0.0311633 | Time: 1924.16 ms [2021-03-02 21:07:08 main:581] : INFO : Epoch 1902 | loss: 0.0311508 | val_loss: 0.0311685 | Time: 1885.34 ms [2021-03-02 21:07:10 main:581] : INFO : Epoch 1903 | loss: 0.0311514 | val_loss: 0.0311636 | Time: 1850.1 ms [2021-03-02 21:07:12 main:581] : INFO : Epoch 1904 | loss: 0.0311494 | val_loss: 0.0311644 | Time: 1759.4 ms [2021-03-02 21:07:14 main:581] : INFO : Epoch 1905 | loss: 0.0311491 | val_loss: 0.0311641 | Time: 1798.26 ms [2021-03-02 21:07:15 main:581] : INFO : Epoch 1906 | loss: 0.0311488 | val_loss: 0.0311636 | Time: 1699.92 ms [2021-03-02 21:07:17 main:581] : INFO : Epoch 1907 | loss: 0.031148 | val_loss: 0.0311693 | Time: 1783.51 ms [2021-03-02 21:07:19 main:581] : INFO : Epoch 1908 | loss: 0.0311495 | val_loss: 0.0311662 | Time: 1850.97 ms [2021-03-02 21:07:21 main:581] : INFO : Epoch 1909 | loss: 0.031149 | val_loss: 0.0311652 | Time: 1842.93 ms [2021-03-02 21:07:23 main:581] : INFO : Epoch 1910 | loss: 0.0311485 | val_loss: 0.031165 | Time: 1851.01 ms [2021-03-02 21:07:24 main:581] : INFO : Epoch 1911 | loss: 0.0311499 | val_loss: 0.0311642 | Time: 1771.97 ms [2021-03-02 21:07:26 main:581] : INFO : Epoch 1912 | loss: 0.0311479 | val_loss: 0.0311689 | Time: 1790.91 ms [2021-03-02 21:07:28 main:581] : INFO : Epoch 1913 | loss: 0.0311492 | val_loss: 0.0311646 | Time: 1906.59 ms [2021-03-02 21:07:30 main:581] : INFO : Epoch 1914 | loss: 0.0311484 | val_loss: 0.0311687 | Time: 1840.9 ms [2021-03-02 21:07:32 main:581] : INFO : Epoch 1915 | loss: 0.0311495 | val_loss: 0.031162 | Time: 1675.24 ms [2021-03-02 21:07:33 main:581] : INFO : Epoch 1916 | loss: 0.0311515 | val_loss: 0.0311629 | Time: 1725.62 ms [2021-03-02 21:07:35 main:581] : INFO : Epoch 1917 | loss: 0.0311491 | val_loss: 0.0311635 | Time: 1724.58 ms [2021-03-02 21:07:37 main:581] : INFO : Epoch 1918 | loss: 0.0311494 | val_loss: 0.0311621 | Time: 1737.76 ms [2021-03-02 21:07:39 main:581] : INFO : Epoch 1919 | loss: 0.0311485 | val_loss: 0.0311633 | Time: 1886.17 ms [2021-03-02 21:07:40 main:581] : INFO : Epoch 1920 | loss: 0.0311482 | val_loss: 0.0311624 | Time: 1627.36 ms [2021-03-02 21:07:42 main:581] : INFO : Epoch 1921 | loss: 0.0311487 | val_loss: 0.0311614 | Time: 1729.28 ms [2021-03-02 21:07:44 main:581] : INFO : Epoch 1922 | loss: 0.0311483 | val_loss: 0.0311633 | Time: 1780.7 ms [2021-03-02 21:07:46 main:581] : INFO : Epoch 1923 | loss: 0.0311476 | val_loss: 0.0311611 | Time: 1799.09 ms [2021-03-02 21:07:47 main:581] : INFO : Epoch 1924 | loss: 0.0311478 | val_loss: 0.0311622 | Time: 1847.55 ms [2021-03-02 21:07:49 main:581] : INFO : Epoch 1925 | loss: 0.0311473 | val_loss: 0.0311604 | Time: 1667.37 ms [2021-03-02 21:07:51 main:581] : INFO : Epoch 1926 | loss: 0.0311469 | val_loss: 0.0311621 | Time: 1865.64 ms [2021-03-02 21:07:53 main:581] : INFO : Epoch 1927 | loss: 0.0311475 | val_loss: 0.0311663 | Time: 1811.5 ms [2021-03-02 21:07:54 main:581] : INFO : Epoch 1928 | loss: 0.0311492 | val_loss: 0.0311624 | Time: 1575.8 ms [2021-03-02 21:07:56 main:581] : INFO : Epoch 1929 | loss: 0.0311477 | val_loss: 0.0311646 | Time: 1785.99 ms [2021-03-02 21:07:58 main:581] : INFO : Epoch 1930 | loss: 0.0311481 | val_loss: 0.0311639 | Time: 1788.7 ms [2021-03-02 21:07:59 main:581] : INFO : Epoch 1931 | loss: 0.0311484 | val_loss: 0.0311638 | Time: 1574.72 ms [2021-03-02 21:08:01 main:581] : INFO : Epoch 1932 | loss: 0.0311474 | val_loss: 0.0311659 | Time: 1665.95 ms [2021-03-02 21:08:03 main:581] : INFO : Epoch 1933 | loss: 0.0311469 | val_loss: 0.0311631 | Time: 1792.33 ms [2021-03-02 21:08:05 main:581] : INFO : Epoch 1934 | loss: 0.0311486 | val_loss: 0.031165 | Time: 1811.56 ms [2021-03-02 21:08:07 main:581] : INFO : Epoch 1935 | loss: 0.0311503 | val_loss: 0.0311689 | Time: 1774.82 ms [2021-03-02 21:08:08 main:581] : INFO : Epoch 1936 | loss: 0.0311499 | val_loss: 0.031168 | Time: 1716.44 ms [2021-03-02 21:08:10 main:581] : INFO : Epoch 1937 | loss: 0.0311499 | val_loss: 0.0311669 | Time: 1610.43 ms [2021-03-02 21:08:12 main:581] : INFO : Epoch 1938 | loss: 0.0311485 | val_loss: 0.031164 | Time: 1801.68 ms [2021-03-02 21:08:13 main:581] : INFO : Epoch 1939 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 1799.95 ms [2021-03-02 21:08:15 main:581] : INFO : Epoch 1940 | loss: 0.0311468 | val_loss: 0.031165 | Time: 1896.46 ms [2021-03-02 21:08:17 main:581] : INFO : Epoch 1941 | loss: 0.0311498 | val_loss: 0.0311636 | Time: 1943.71 ms [2021-03-02 21:08:19 main:581] : INFO : Epoch 1942 | loss: 0.0311509 | val_loss: 0.0311647 | Time: 1812.71 ms [2021-03-02 21:08:21 main:581] : INFO : Epoch 1943 | loss: 0.0311484 | val_loss: 0.0311641 | Time: 1619.26 ms [2021-03-02 21:08:23 main:581] : INFO : Epoch 1944 | loss: 0.049402 | val_loss: 0.0342247 | Time: 1976.22 ms [2021-03-02 21:08:25 main:581] : INFO : Epoch 1945 | loss: 0.0683144 | val_loss: 0.0366365 | Time: 2001.17 ms [2021-03-02 21:08:27 main:581] : INFO : Epoch 1946 | loss: 0.0334252 | val_loss: 0.0321557 | Time: 1865.5 ms [2021-03-02 21:08:28 main:581] : INFO : Epoch 1947 | loss: 0.0317726 | val_loss: 0.0314423 | Time: 1740.8 ms [2021-03-02 21:08:30 main:581] : INFO : Epoch 1948 | loss: 0.0313566 | val_loss: 0.0312666 | Time: 1967.06 ms [2021-03-02 21:08:32 main:581] : INFO : Epoch 1949 | loss: 0.0312682 | val_loss: 0.0312611 | Time: 1812.53 ms [2021-03-02 21:08:34 main:581] : INFO : Epoch 1950 | loss: 0.0312536 | val_loss: 0.0312505 | Time: 1728.4 ms [2021-03-02 21:08:36 main:581] : INFO : Epoch 1951 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1823.02 ms [2021-03-02 21:08:37 main:581] : INFO : Epoch 1952 | loss: 0.0312433 | val_loss: 0.031243 | Time: 1753.99 ms [2021-03-02 21:08:39 main:581] : INFO : Epoch 1953 | loss: 0.0312394 | val_loss: 0.0312394 | Time: 1824.11 ms [2021-03-02 21:08:41 main:581] : INFO : Epoch 1954 | loss: 0.0312352 | val_loss: 0.0312358 | Time: 1810.59 ms [2021-03-02 21:08:43 main:581] : INFO : Epoch 1955 | loss: 0.0312303 | val_loss: 0.0312304 | Time: 1875.75 ms [2021-03-02 21:08:45 main:581] : INFO : Epoch 1956 | loss: 0.0312249 | val_loss: 0.0312259 | Time: 1877.84 ms [2021-03-02 21:08:47 main:581] : INFO : Epoch 1957 | loss: 0.0312204 | val_loss: 0.0312219 | Time: 1832 ms [2021-03-02 21:08:49 main:581] : INFO : Epoch 1958 | loss: 0.0312159 | val_loss: 0.0312176 | Time: 1940.63 ms [2021-03-02 21:08:50 main:581] : INFO : Epoch 1959 | loss: 0.0312119 | val_loss: 0.0312144 | Time: 1749.93 ms [2021-03-02 21:08:52 main:581] : INFO : Epoch 1960 | loss: 0.0312085 | val_loss: 0.0312104 | Time: 1752.49 ms [2021-03-02 21:08:54 main:581] : INFO : Epoch 1961 | loss: 0.0312047 | val_loss: 0.0312065 | Time: 1851.44 ms [2021-03-02 21:08:56 main:581] : INFO : Epoch 1962 | loss: 0.0312017 | val_loss: 0.0312037 | Time: 1955.61 ms [2021-03-02 21:08:58 main:581] : INFO : Epoch 1963 | loss: 0.0311992 | val_loss: 0.0312013 | Time: 1887.17 ms [2021-03-02 21:09:00 main:581] : INFO : Epoch 1964 | loss: 0.0311979 | val_loss: 0.0312003 | Time: 1759.11 ms [2021-03-02 21:09:01 main:581] : INFO : Epoch 1965 | loss: 0.0311946 | val_loss: 0.0311989 | Time: 1962.52 ms [2021-03-02 21:09:03 main:581] : INFO : Epoch 1966 | loss: 0.0311927 | val_loss: 0.0311954 | Time: 1903.04 ms [2021-03-02 21:09:05 main:581] : INFO : Epoch 1967 | loss: 0.031191 | val_loss: 0.0311938 | Time: 1789 ms [2021-03-02 21:09:07 main:581] : INFO : Epoch 1968 | loss: 0.03119 | val_loss: 0.0311936 | Time: 1859.53 ms [2021-03-02 21:09:09 main:581] : INFO : Epoch 1969 | loss: 0.031189 | val_loss: 0.0311922 | Time: 2014.31 ms [2021-03-02 21:09:11 main:581] : INFO : Epoch 1970 | loss: 0.0311882 | val_loss: 0.0311915 | Time: 1920.41 ms [2021-03-02 21:09:13 main:581] : INFO : Epoch 1971 | loss: 0.0311865 | val_loss: 0.0311903 | Time: 1930.91 ms [2021-03-02 21:09:15 main:581] : INFO : Epoch 1972 | loss: 0.0311858 | val_loss: 0.03119 | Time: 1998.1 ms [2021-03-02 21:09:17 main:581] : INFO : Epoch 1973 | loss: 0.0311852 | val_loss: 0.031188 | Time: 1929.49 ms [2021-03-02 21:09:19 main:581] : INFO : Epoch 1974 | loss: 0.0311843 | val_loss: 0.0311878 | Time: 1848.76 ms [2021-03-02 21:09:21 main:581] : INFO : Epoch 1975 | loss: 0.0311837 | val_loss: 0.0311869 | Time: 1884.94 ms [2021-03-02 21:09:22 main:581] : INFO : Epoch 1976 | loss: 0.0311828 | val_loss: 0.0311865 | Time: 1927.11 ms [2021-03-02 21:09:25 main:581] : INFO : Epoch 1977 | loss: 0.0311822 | val_loss: 0.0311869 | Time: 2019.02 ms [2021-03-02 21:09:27 main:581] : INFO : Epoch 1978 | loss: 0.0311816 | val_loss: 0.0311846 | Time: 2079.24 ms [2021-03-02 21:09:28 main:581] : INFO : Epoch 1979 | loss: 0.0311814 | val_loss: 0.0311837 | Time: 1844.07 ms [2021-03-02 21:09:30 main:581] : INFO : Epoch 1980 | loss: 0.0311807 | val_loss: 0.0311844 | Time: 1860.81 ms [2021-03-02 21:09:32 main:581] : INFO : Epoch 1981 | loss: 0.0311802 | val_loss: 0.031183 | Time: 1884.07 ms [2021-03-02 21:09:34 main:581] : INFO : Epoch 1982 | loss: 0.0311795 | val_loss: 0.0311827 | Time: 1827.46 ms [2021-03-02 21:09:36 main:581] : INFO : Epoch 1983 | loss: 0.0311788 | val_loss: 0.0311818 | Time: 1714.2 ms [2021-03-02 21:09:38 main:581] : INFO : Epoch 1984 | loss: 0.0311786 | val_loss: 0.0311844 | Time: 1926.6 ms [2021-03-02 21:09:40 main:581] : INFO : Epoch 1985 | loss: 0.0311781 | val_loss: 0.0311818 | Time: 1920.11 ms [2021-03-02 21:09:41 main:581] : INFO : Epoch 1986 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 1797.67 ms [2021-03-02 21:09:43 main:581] : INFO : Epoch 1987 | loss: 0.0311766 | val_loss: 0.0311821 | Time: 2109.08 ms [2021-03-02 21:09:45 main:581] : INFO : Epoch 1988 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 1924.87 ms [2021-03-02 21:09:47 main:581] : INFO : Epoch 1989 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 1910.87 ms [2021-03-02 21:09:49 main:581] : INFO : Epoch 1990 | loss: 0.0311761 | val_loss: 0.031182 | Time: 1986.94 ms [2021-03-02 21:09:51 main:581] : INFO : Epoch 1991 | loss: 0.0311759 | val_loss: 0.031182 | Time: 1918.1 ms [2021-03-02 21:09:53 main:581] : INFO : Epoch 1992 | loss: 0.0311763 | val_loss: 0.0311806 | Time: 1936.15 ms [2021-03-02 21:09:55 main:581] : INFO : Epoch 1993 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 1983.91 ms [2021-03-02 21:09:57 main:581] : INFO : Epoch 1994 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 1924.98 ms [2021-03-02 21:09:59 main:581] : INFO : Epoch 1995 | loss: 0.031175 | val_loss: 0.0311828 | Time: 1853.01 ms [2021-03-02 21:10:01 main:581] : INFO : Epoch 1996 | loss: 0.0311752 | val_loss: 0.0311799 | Time: 2051.49 ms [2021-03-02 21:10:03 main:581] : INFO : Epoch 1997 | loss: 0.0311751 | val_loss: 0.0311808 | Time: 1944.74 ms [2021-03-02 21:10:05 main:581] : INFO : Epoch 1998 | loss: 0.0311747 | val_loss: 0.0311796 | Time: 1858.4 ms [2021-03-02 21:10:07 main:581] : INFO : Epoch 1999 | loss: 0.0311742 | val_loss: 0.031179 | Time: 1833.78 ms [2021-03-02 21:10:08 main:581] : INFO : Epoch 2000 | loss: 0.0311742 | val_loss: 0.0311815 | Time: 1726.67 ms [2021-03-02 21:10:10 main:581] : INFO : Epoch 2001 | loss: 0.0311736 | val_loss: 0.0311792 | Time: 1912.64 ms [2021-03-02 21:10:12 main:581] : INFO : Epoch 2002 | loss: 0.031174 | val_loss: 0.0311802 | Time: 1814.29 ms [2021-03-02 21:10:14 main:581] : INFO : Epoch 2003 | loss: 0.0311738 | val_loss: 0.031178 | Time: 1849.49 ms [2021-03-02 21:10:16 main:581] : INFO : Epoch 2004 | loss: 0.031173 | val_loss: 0.0311782 | Time: 1918.42 ms [2021-03-02 21:10:18 main:581] : INFO : Epoch 2005 | loss: 0.0311724 | val_loss: 0.031177 | Time: 2143.48 ms [2021-03-02 21:10:20 main:581] : INFO : Epoch 2006 | loss: 0.0311729 | val_loss: 0.0311782 | Time: 1998.34 ms [2021-03-02 21:10:22 main:581] : INFO : Epoch 2007 | loss: 0.0311726 | val_loss: 0.0311782 | Time: 2038.19 ms [2021-03-02 21:10:24 main:581] : INFO : Epoch 2008 | loss: 0.0311724 | val_loss: 0.0311786 | Time: 1887.02 ms [2021-03-02 21:10:26 main:581] : INFO : Epoch 2009 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 1812.08 ms [2021-03-02 21:10:28 main:581] : INFO : Epoch 2010 | loss: 0.0311731 | val_loss: 0.0311775 | Time: 1919.15 ms [2021-03-02 21:10:30 main:581] : INFO : Epoch 2011 | loss: 0.0311722 | val_loss: 0.0311788 | Time: 1960.89 ms [2021-03-02 21:10:31 main:581] : INFO : Epoch 2012 | loss: 0.0311717 | val_loss: 0.0311781 | Time: 1893.4 ms [2021-03-02 21:10:33 main:581] : INFO : Epoch 2013 | loss: 0.0311724 | val_loss: 0.031178 | Time: 1930.16 ms [2021-03-02 21:10:35 main:581] : INFO : Epoch 2014 | loss: 0.0311712 | val_loss: 0.0311776 | Time: 2055.09 ms [2021-03-02 21:10:37 main:581] : INFO : Epoch 2015 | loss: 0.0311711 | val_loss: 0.0311766 | Time: 1964.09 ms [2021-03-02 21:10:39 main:581] : INFO : Epoch 2016 | loss: 0.0311722 | val_loss: 0.0311786 | Time: 1938.94 ms [2021-03-02 21:10:41 main:581] : INFO : Epoch 2017 | loss: 0.0311732 | val_loss: 0.0311776 | Time: 1906.55 ms [2021-03-02 21:10:43 main:581] : INFO : Epoch 2018 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 1816.72 ms [2021-03-02 21:10:45 main:581] : INFO : Epoch 2019 | loss: 0.0311725 | val_loss: 0.0311761 | Time: 1888.03 ms [2021-03-02 21:10:47 main:581] : INFO : Epoch 2020 | loss: 0.0311723 | val_loss: 0.0311767 | Time: 1995.89 ms [2021-03-02 21:10:49 main:581] : INFO : Epoch 2021 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 1886.73 ms [2021-03-02 21:10:51 main:581] : INFO : Epoch 2022 | loss: 0.0311713 | val_loss: 0.0311757 | Time: 1826.94 ms [2021-03-02 21:10:53 main:581] : INFO : Epoch 2023 | loss: 0.0311706 | val_loss: 0.0311768 | Time: 2060.83 ms [2021-03-02 21:10:55 main:581] : INFO : Epoch 2024 | loss: 0.031171 | val_loss: 0.0311766 | Time: 1923.37 ms [2021-03-02 21:10:57 main:581] : INFO : Epoch 2025 | loss: 0.0311717 | val_loss: 0.0311779 | Time: 1974.26 ms [2021-03-02 21:10:59 main:581] : INFO : Epoch 2026 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 1949.84 ms [2021-03-02 21:11:00 main:581] : INFO : Epoch 2027 | loss: 0.0311714 | val_loss: 0.0311755 | Time: 1850.03 ms [2021-03-02 21:11:03 main:581] : INFO : Epoch 2028 | loss: 0.0311709 | val_loss: 0.0311752 | Time: 2037.56 ms [2021-03-02 21:11:05 main:581] : INFO : Epoch 2029 | loss: 0.0311706 | val_loss: 0.0311757 | Time: 2017.74 ms [2021-03-02 21:11:07 main:581] : INFO : Epoch 2030 | loss: 0.0311707 | val_loss: 0.0311776 | Time: 2007.75 ms [2021-03-02 21:11:09 main:581] : INFO : Epoch 2031 | loss: 0.0311711 | val_loss: 0.0311776 | Time: 2016.97 ms [2021-03-02 21:11:11 main:581] : INFO : Epoch 2032 | loss: 0.0311705 | val_loss: 0.0311741 | Time: 2024.46 ms [2021-03-02 21:11:12 main:581] : INFO : Epoch 2033 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 1863.66 ms [2021-03-02 21:11:15 main:581] : INFO : Epoch 2034 | loss: 0.0311708 | val_loss: 0.0311755 | Time: 2124.87 ms [2021-03-02 21:11:17 main:581] : INFO : Epoch 2035 | loss: 0.0311729 | val_loss: 0.0311764 | Time: 1974.81 ms [2021-03-02 21:11:18 main:581] : INFO : Epoch 2036 | loss: 0.0311725 | val_loss: 0.0311752 | Time: 1714.69 ms [2021-03-02 21:11:20 main:581] : INFO : Epoch 2037 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 1999 ms [2021-03-02 21:11:22 main:581] : INFO : Epoch 2038 | loss: 0.031172 | val_loss: 0.0311743 | Time: 2056.48 ms [2021-03-02 21:11:24 main:581] : INFO : Epoch 2039 | loss: 0.031171 | val_loss: 0.0311733 | Time: 1960.31 ms [2021-03-02 21:11:26 main:581] : INFO : Epoch 2040 | loss: 0.0311711 | val_loss: 0.0311733 | Time: 2053.49 ms [2021-03-02 21:11:28 main:581] : INFO : Epoch 2041 | loss: 0.0311712 | val_loss: 0.0311746 | Time: 1965.4 ms [2021-03-02 21:11:30 main:581] : INFO : Epoch 2042 | loss: 0.0311693 | val_loss: 0.0311744 | Time: 1981.13 ms [2021-03-02 21:11:32 main:581] : INFO : Epoch 2043 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 2156.23 ms [2021-03-02 21:11:34 main:581] : INFO : Epoch 2044 | loss: 0.03117 | val_loss: 0.0311739 | Time: 1970.83 ms [2021-03-02 21:11:36 main:581] : INFO : Epoch 2045 | loss: 0.0311724 | val_loss: 0.031175 | Time: 1880.97 ms [2021-03-02 21:11:38 main:581] : INFO : Epoch 2046 | loss: 0.0311716 | val_loss: 0.0311778 | Time: 2004.08 ms [2021-03-02 21:11:40 main:581] : INFO : Epoch 2047 | loss: 0.0311693 | val_loss: 0.0311737 | Time: 1826.62 ms [2021-03-02 21:11:42 main:581] : INFO : Epoch 2048 | loss: 0.031169 | val_loss: 0.0311798 | Time: 1714.05 ms [2021-03-02 21:11:42 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311798 [2021-03-02 21:11:42 main:610] : INFO : Saving end state to config to file [2021-03-02 21:11:42 main:615] : INFO : Success, exiting.. 21:11:42 (2090734): 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)