Task 8534100
| Name | ParityModified-1634614724-11042-2_0 |
| Workunit | 6030882 |
| Created | 31 Oct 2021, 8:32:04 UTC |
| Sent | 1 Nov 2021, 13:51:55 UTC |
| Report deadline | 8 Nov 2021, 13:51:55 UTC |
| Received | 2 Nov 2021, 5:13:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 4 min 57 sec |
| CPU time | 1 hours 4 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ms [2021-11-02 00:56:39 main:581] : INFO : Epoch 1538 | loss: 0.0311581 | val_loss: 0.031164 | Time: 1962.35 ms [2021-11-02 00:56:41 main:581] : INFO : Epoch 1539 | loss: 0.0311579 | val_loss: 0.031164 | Time: 1957.93 ms [2021-11-02 00:56:43 main:581] : INFO : Epoch 1540 | loss: 0.0311583 | val_loss: 0.0311654 | Time: 1965.53 ms [2021-11-02 00:56:45 main:581] : INFO : Epoch 1541 | loss: 0.0311586 | val_loss: 0.0311612 | Time: 1923.24 ms [2021-11-02 00:56:47 main:581] : INFO : Epoch 1542 | loss: 0.0311562 | val_loss: 0.0311597 | Time: 1862.01 ms [2021-11-02 00:56:49 main:581] : INFO : Epoch 1543 | loss: 0.0311562 | val_loss: 0.0311646 | Time: 1861.81 ms [2021-11-02 00:56:51 main:581] : INFO : Epoch 1544 | loss: 0.0311569 | val_loss: 0.0311612 | Time: 1902.6 ms [2021-11-02 00:56:53 main:581] : INFO : Epoch 1545 | loss: 0.0311575 | val_loss: 0.0311602 | Time: 1933.41 ms [2021-11-02 00:56:55 main:581] : INFO : Epoch 1546 | loss: 0.0311569 | val_loss: 0.0311603 | Time: 1919.14 ms [2021-11-02 00:56:57 main:581] : INFO : Epoch 1547 | loss: 0.0311552 | val_loss: 0.0311617 | Time: 1958.4 ms [2021-11-02 00:56:58 main:581] : INFO : Epoch 1548 | loss: 0.0311545 | val_loss: 0.031164 | Time: 1954.55 ms [2021-11-02 00:57:00 main:581] : INFO : Epoch 1549 | loss: 0.0311547 | val_loss: 0.0311608 | Time: 1958.46 ms [2021-11-02 00:57:02 main:581] : INFO : Epoch 1550 | loss: 0.0311559 | val_loss: 0.0311604 | Time: 1934.41 ms [2021-11-02 00:57:04 main:581] : INFO : Epoch 1551 | loss: 0.0311564 | val_loss: 0.031158 | Time: 1859.11 ms [2021-11-02 00:57:06 main:581] : INFO : Epoch 1552 | loss: 0.0311553 | val_loss: 0.0311595 | Time: 1885.76 ms [2021-11-02 00:57:08 main:581] : INFO : Epoch 1553 | loss: 0.031156 | val_loss: 0.0311647 | Time: 1930.22 ms [2021-11-02 00:57:10 main:581] : INFO : Epoch 1554 | loss: 0.0311563 | val_loss: 0.0311623 | Time: 1851.41 ms [2021-11-02 00:57:12 main:581] : INFO : Epoch 1555 | loss: 0.0311549 | val_loss: 0.0311619 | Time: 1847.57 ms [2021-11-02 00:57:14 main:581] : INFO : Epoch 1556 | loss: 0.0311551 | val_loss: 0.03116 | Time: 1847.43 ms [2021-11-02 00:57:15 main:581] : INFO : Epoch 1557 | loss: 0.0311579 | val_loss: 0.0311655 | Time: 1867.56 ms [2021-11-02 00:57:17 main:581] : INFO : Epoch 1558 | loss: 0.0311639 | val_loss: 0.0311627 | Time: 1860.34 ms [2021-11-02 00:57:19 main:581] : INFO : Epoch 1559 | loss: 0.0311563 | val_loss: 0.0311655 | Time: 1951.1 ms [2021-11-02 00:57:21 main:581] : INFO : Epoch 1560 | loss: 0.0311589 | val_loss: 0.0311625 | Time: 1937.27 ms [2021-11-02 00:57:23 main:581] : INFO : Epoch 1561 | loss: 0.0311557 | val_loss: 0.0311608 | Time: 1887.66 ms [2021-11-02 00:57:25 main:581] : INFO : Epoch 1562 | loss: 0.0311551 | val_loss: 0.0311664 | Time: 1884.03 ms [2021-11-02 00:57:27 main:581] : INFO : Epoch 1563 | loss: 0.0311582 | val_loss: 0.0311639 | Time: 1911.77 ms [2021-11-02 00:57:29 main:581] : INFO : Epoch 1564 | loss: 0.0311614 | val_loss: 0.0311661 | Time: 1917.84 ms [2021-11-02 00:57:31 main:581] : INFO : Epoch 1565 | loss: 0.0311629 | val_loss: 0.0311644 | Time: 1926.05 ms [2021-11-02 00:57:33 main:581] : INFO : Epoch 1566 | loss: 0.0311641 | val_loss: 0.0311626 | Time: 1856.2 ms [2021-11-02 00:57:34 main:581] : INFO : Epoch 1567 | loss: 0.0311616 | val_loss: 0.0311627 | Time: 1849.14 ms [2021-11-02 00:57:36 main:581] : INFO : Epoch 1568 | loss: 0.031161 | val_loss: 0.0311626 | Time: 1874.64 ms [2021-11-02 00:57:38 main:581] : INFO : Epoch 1569 | loss: 0.0311611 | val_loss: 0.0311618 | Time: 1908.02 ms [2021-11-02 00:57:40 main:581] : INFO : Epoch 1570 | loss: 0.0311601 | val_loss: 0.0311645 | Time: 1943.73 ms [2021-11-02 00:57:42 main:581] : INFO : Epoch 1571 | loss: 0.0311625 | val_loss: 0.0311657 | Time: 1944.11 ms [2021-11-02 00:57:44 main:581] : INFO : Epoch 1572 | loss: 0.0311628 | val_loss: 0.0311639 | Time: 1928.26 ms [2021-11-02 00:57:46 main:581] : INFO : Epoch 1573 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 1855.09 ms [2021-11-02 00:57:48 main:581] : INFO : Epoch 1574 | loss: 0.0311643 | val_loss: 0.0311646 | Time: 1895 ms [2021-11-02 00:57:50 main:581] : INFO : Epoch 1575 | loss: 0.0311666 | val_loss: 0.031164 | Time: 1896.12 ms [2021-11-02 00:57:52 main:581] : INFO : Epoch 1576 | loss: 0.0311653 | val_loss: 0.0311666 | Time: 1860.68 ms [2021-11-02 00:57:53 main:581] : INFO : Epoch 1577 | loss: 0.0311651 | val_loss: 0.0311662 | Time: 1913.96 ms [2021-11-02 00:57:55 main:581] : INFO : Epoch 1578 | loss: 0.0311634 | val_loss: 0.0311617 | Time: 1884.89 ms [2021-11-02 00:57:57 main:581] : INFO : Epoch 1579 | loss: 0.0311611 | val_loss: 0.0311618 | Time: 1860.24 ms [2021-11-02 00:57:59 main:581] : INFO : Epoch 1580 | loss: 0.031162 | val_loss: 0.0311622 | Time: 1867.46 ms [2021-11-02 00:58:01 main:581] : INFO : Epoch 1581 | loss: 0.0311622 | val_loss: 0.0311619 | Time: 1861.6 ms [2021-11-02 00:58:03 main:581] : INFO : Epoch 1582 | loss: 0.0311639 | val_loss: 0.0311602 | Time: 1863.82 ms [2021-11-02 00:58:05 main:581] : INFO : Epoch 1583 | loss: 0.0311611 | val_loss: 0.0311611 | Time: 1861.36 ms [2021-11-02 00:58:07 main:581] : INFO : Epoch 1584 | loss: 0.0311596 | val_loss: 0.0311584 | Time: 1862.26 ms [2021-11-02 00:58:08 main:581] : INFO : Epoch 1585 | loss: 0.0311586 | val_loss: 0.0311602 | Time: 1862.16 ms [2021-11-02 00:58:10 main:581] : INFO : Epoch 1586 | loss: 0.0311593 | val_loss: 0.03116 | Time: 1860.44 ms [2021-11-02 00:58:12 main:581] : INFO : Epoch 1587 | loss: 0.031159 | val_loss: 0.031165 | Time: 1950.48 ms [2021-11-02 00:58:14 main:581] : INFO : Epoch 1588 | loss: 0.0311604 | val_loss: 0.03116 | Time: 1951.7 ms [2021-11-02 00:58:16 main:581] : INFO : Epoch 1589 | loss: 0.0311604 | val_loss: 0.0311612 | Time: 1870.97 ms [2021-11-02 00:58:18 main:581] : INFO : Epoch 1590 | loss: 0.0311587 | val_loss: 0.0311641 | Time: 1907.4 ms [2021-11-02 00:58:20 main:581] : INFO : Epoch 1591 | loss: 0.0311594 | val_loss: 0.0311614 | Time: 1965.01 ms [2021-11-02 00:58:22 main:581] : INFO : Epoch 1592 | loss: 0.0311575 | val_loss: 0.0311592 | Time: 1925.53 ms [2021-11-02 00:58:24 main:581] : INFO : Epoch 1593 | loss: 0.0311608 | val_loss: 0.0311652 | Time: 1949.32 ms [2021-11-02 00:58:26 main:581] : INFO : Epoch 1594 | loss: 0.0311625 | val_loss: 0.03116 | Time: 1895.05 ms [2021-11-02 00:58:28 main:581] : INFO : Epoch 1595 | loss: 0.0311619 | val_loss: 0.0311607 | Time: 1860.82 ms [2021-11-02 00:58:29 main:581] : INFO : Epoch 1596 | loss: 0.0311643 | val_loss: 0.0311619 | Time: 1861.63 ms [2021-11-02 00:58:31 main:581] : INFO : Epoch 1597 | loss: 0.0311602 | val_loss: 0.0311592 | Time: 1856.53 ms [2021-11-02 00:58:33 main:581] : INFO : Epoch 1598 | loss: 0.0311585 | val_loss: 0.0311605 | Time: 1878.82 ms [2021-11-02 00:58:35 main:581] : INFO : Epoch 1599 | loss: 0.0311586 | val_loss: 0.0311621 | Time: 1898.86 ms [2021-11-02 00:58:37 main:581] : INFO : Epoch 1600 | loss: 0.0311582 | val_loss: 0.031158 | Time: 1922.94 ms [2021-11-02 00:58:39 main:581] : INFO : Epoch 1601 | loss: 0.0311595 | val_loss: 0.0311597 | Time: 1951.85 ms [2021-11-02 00:58:41 main:581] : INFO : Epoch 1602 | loss: 0.0311608 | val_loss: 0.0311637 | Time: 1944.4 ms [2021-11-02 00:58:43 main:581] : INFO : Epoch 1603 | loss: 0.0311596 | val_loss: 0.0311587 | Time: 1944.94 ms [2021-11-02 00:58:45 main:581] : INFO : Epoch 1604 | loss: 0.0311576 | val_loss: 0.0311618 | Time: 1867.67 ms [2021-11-02 00:58:47 main:581] : INFO : Epoch 1605 | loss: 0.0311577 | val_loss: 0.0311589 | Time: 1853.24 ms [2021-11-02 00:58:48 main:581] : INFO : Epoch 1606 | loss: 0.0311614 | val_loss: 0.0311644 | Time: 1850.84 ms [2021-11-02 00:58:50 main:581] : INFO : Epoch 1607 | loss: 0.0311626 | val_loss: 0.0311624 | Time: 1855.89 ms [2021-11-02 00:58:52 main:581] : INFO : Epoch 1608 | loss: 0.0311589 | val_loss: 0.0311594 | Time: 1851.52 ms [2021-11-02 00:58:54 main:581] : INFO : Epoch 1609 | loss: 0.0311569 | val_loss: 0.0311591 | Time: 1903.2 ms [2021-11-02 00:58:56 main:581] : INFO : Epoch 1610 | loss: 0.0311566 | val_loss: 0.0311591 | Time: 1941.06 ms [2021-11-02 00:58:58 main:581] : INFO : Epoch 1611 | loss: 0.0311597 | val_loss: 0.0311595 | Time: 1941.56 ms [2021-11-02 00:59:00 main:581] : INFO : Epoch 1612 | loss: 0.0311618 | val_loss: 0.0311613 | Time: 1935.88 ms [2021-11-02 00:59:02 main:581] : INFO : Epoch 1613 | loss: 0.0311641 | val_loss: 0.0311647 | Time: 1876.2 ms [2021-11-02 00:59:04 main:581] : INFO : Epoch 1614 | loss: 0.0311616 | val_loss: 0.0311631 | Time: 1901.77 ms [2021-11-02 00:59:06 main:581] : INFO : Epoch 1615 | loss: 0.0311623 | val_loss: 0.0311609 | Time: 1948.71 ms [2021-11-02 00:59:07 main:581] : INFO : Epoch 1616 | loss: 0.0311599 | val_loss: 0.0311603 | Time: 1849.24 ms [2021-11-02 00:59:09 main:581] : INFO : Epoch 1617 | loss: 0.0311601 | val_loss: 0.0311582 | Time: 1846.2 ms [2021-11-02 00:59:11 main:581] : INFO : Epoch 1618 | loss: 0.0311594 | val_loss: 0.0311602 | Time: 1849.7 ms [2021-11-02 00:59:13 main:581] : INFO : Epoch 1619 | loss: 0.031158 | val_loss: 0.0311612 | Time: 1932.09 ms [2021-11-02 00:59:15 main:581] : INFO : Epoch 1620 | loss: 0.031158 | val_loss: 0.0311591 | Time: 1958.46 ms [2021-11-02 00:59:17 main:581] : INFO : Epoch 1621 | loss: 0.031159 | val_loss: 0.0311603 | Time: 1854.23 ms [2021-11-02 00:59:19 main:581] : INFO : Epoch 1622 | loss: 0.0311579 | val_loss: 0.0311575 | Time: 1934.67 ms [2021-11-02 00:59:21 main:581] : INFO : Epoch 1623 | loss: 0.0311563 | val_loss: 0.0311573 | Time: 1930.49 ms [2021-11-02 00:59:23 main:581] : INFO : Epoch 1624 | loss: 0.0311552 | val_loss: 0.0311577 | Time: 1924.78 ms [2021-11-02 00:59:25 main:581] : INFO : Epoch 1625 | loss: 0.0311554 | val_loss: 0.031159 | Time: 1928.5 ms [2021-11-02 00:59:26 main:581] : INFO : Epoch 1626 | loss: 0.0311555 | val_loss: 0.0311559 | Time: 1932.78 ms [2021-11-02 00:59:28 main:581] : INFO : Epoch 1627 | loss: 0.031155 | val_loss: 0.0311551 | Time: 1933.21 ms [2021-11-02 00:59:30 main:581] : INFO : Epoch 1628 | loss: 0.0311568 | val_loss: 0.0311687 | Time: 1954.07 ms [2021-11-02 00:59:32 main:581] : INFO : Epoch 1629 | loss: 0.0311605 | val_loss: 0.0311596 | Time: 1918.82 ms [2021-11-02 00:59:34 main:581] : INFO : Epoch 1630 | loss: 0.031156 | val_loss: 0.031158 | Time: 1949.67 ms [2021-11-02 00:59:36 main:581] : INFO : Epoch 1631 | loss: 0.031155 | val_loss: 0.0311586 | Time: 1946.72 ms [2021-11-02 00:59:38 main:581] : INFO : Epoch 1632 | loss: 0.0311553 | val_loss: 0.0311577 | Time: 1947.84 ms [2021-11-02 00:59:40 main:581] : INFO : Epoch 1633 | loss: 0.0311605 | val_loss: 0.0311608 | Time: 1948.98 ms [2021-11-02 00:59:42 main:581] : INFO : Epoch 1634 | loss: 0.0311579 | val_loss: 0.0311612 | Time: 1965.12 ms [2021-11-02 00:59:44 main:581] : INFO : Epoch 1635 | loss: 0.0311574 | val_loss: 0.0311572 | Time: 1960.45 ms [2021-11-02 00:59:46 main:581] : INFO : Epoch 1636 | loss: 0.0311565 | val_loss: 0.0311563 | Time: 1960.48 ms [2021-11-02 00:59:48 main:581] : INFO : Epoch 1637 | loss: 0.0311539 | val_loss: 0.0311583 | Time: 1945.7 ms [2021-11-02 00:59:50 main:581] : INFO : Epoch 1638 | loss: 0.0311545 | val_loss: 0.0311607 | Time: 1993.25 ms [2021-11-02 00:59:52 main:581] : INFO : Epoch 1639 | loss: 0.0311531 | val_loss: 0.0311579 | Time: 1952.03 ms [2021-11-02 00:59:54 main:581] : INFO : Epoch 1640 | loss: 0.0311584 | val_loss: 0.0311606 | Time: 1889.25 ms [2021-11-02 00:59:56 main:581] : INFO : Epoch 1641 | loss: 0.0311571 | val_loss: 0.0311651 | Time: 1904.09 ms [2021-11-02 00:59:58 main:581] : INFO : Epoch 1642 | loss: 0.0311571 | val_loss: 0.0311575 | Time: 1940.95 ms [2021-11-02 00:59:59 main:581] : INFO : Epoch 1643 | loss: 0.0311576 | val_loss: 0.0311605 | Time: 1880.53 ms [2021-11-02 01:00:01 main:581] : INFO : Epoch 1644 | loss: 0.0311589 | val_loss: 0.0311622 | Time: 1849 ms [2021-11-02 01:00:03 main:581] : INFO : Epoch 1645 | loss: 0.0311567 | val_loss: 0.0311629 | Time: 1851.29 ms [2021-11-02 01:00:05 main:581] : INFO : Epoch 1646 | loss: 0.0311533 | val_loss: 0.0311587 | Time: 1845.35 ms [2021-11-02 01:00:07 main:581] : INFO : Epoch 1647 | loss: 0.0311531 | val_loss: 0.0311565 | Time: 1847.23 ms [2021-11-02 01:00:09 main:581] : INFO : Epoch 1648 | loss: 0.0311531 | val_loss: 0.031157 | Time: 1847.3 ms [2021-11-02 01:00:11 main:581] : INFO : Epoch 1649 | loss: 0.0311535 | val_loss: 0.0311614 | Time: 1841.37 ms [2021-11-02 01:00:12 main:581] : INFO : Epoch 1650 | loss: 0.031153 | val_loss: 0.031156 | Time: 1844.19 ms [2021-11-02 01:00:14 main:581] : INFO : Epoch 1651 | loss: 0.0311572 | val_loss: 0.0311572 | Time: 1851 ms [2021-11-02 01:00:16 main:581] : INFO : Epoch 1652 | loss: 0.0311586 | val_loss: 0.0311591 | Time: 1849.61 ms [2021-11-02 01:00:18 main:581] : INFO : Epoch 1653 | loss: 0.0311591 | val_loss: 0.0311611 | Time: 1851.52 ms [2021-11-02 01:00:20 main:581] : INFO : Epoch 1654 | loss: 0.0311609 | val_loss: 0.0311569 | Time: 1851 ms [2021-11-02 01:00:22 main:581] : INFO : Epoch 1655 | loss: 0.0311567 | val_loss: 0.0311584 | Time: 1842.87 ms [2021-11-02 01:00:23 main:581] : INFO : Epoch 1656 | loss: 0.0311549 | val_loss: 0.0311583 | Time: 1840.86 ms [2021-11-02 01:00:25 main:581] : INFO : Epoch 1657 | loss: 0.0311545 | val_loss: 0.0311654 | Time: 1844.66 ms [2021-11-02 01:00:27 main:581] : INFO : Epoch 1658 | loss: 0.0311555 | val_loss: 0.0311558 | Time: 1859.64 ms [2021-11-02 01:00:29 main:581] : INFO : Epoch 1659 | loss: 0.031153 | val_loss: 0.0311566 | Time: 1867.02 ms [2021-11-02 01:00:31 main:581] : INFO : Epoch 1660 | loss: 0.0311544 | val_loss: 0.0311572 | Time: 1856.98 ms [2021-11-02 01:00:33 main:581] : INFO : Epoch 1661 | loss: 0.0311543 | val_loss: 0.0311552 | Time: 1860.84 ms [2021-11-02 01:00:35 main:581] : INFO : Epoch 1662 | loss: 0.0311528 | val_loss: 0.0311566 | Time: 1862.04 ms [2021-11-02 01:00:36 main:581] : INFO : Epoch 1663 | loss: 0.0311539 | val_loss: 0.0311592 | Time: 1856.02 ms [2021-11-02 01:00:38 main:581] : INFO : Epoch 1664 | loss: 0.0311588 | val_loss: 0.0311605 | Time: 1855.24 ms [2021-11-02 01:00:40 main:581] : INFO : Epoch 1665 | loss: 0.0311623 | val_loss: 0.0311636 | Time: 1853.99 ms [2021-11-02 01:00:42 main:581] : INFO : Epoch 1666 | loss: 0.0311572 | val_loss: 0.031158 | Time: 1854.63 ms [2021-11-02 01:00:44 main:581] : INFO : Epoch 1667 | loss: 0.0311554 | val_loss: 0.0311553 | Time: 1924.04 ms [2021-11-02 01:00:46 main:581] : INFO : Epoch 1668 | loss: 0.0311545 | val_loss: 0.0311563 | Time: 1938.46 ms [2021-11-02 01:00:48 main:581] : INFO : Epoch 1669 | loss: 0.0311557 | val_loss: 0.0311562 | Time: 1946.5 ms [2021-11-02 01:00:50 main:581] : INFO : Epoch 1670 | loss: 0.0311569 | val_loss: 0.0311574 | Time: 1959.32 ms [2021-11-02 01:00:52 main:581] : INFO : Epoch 1671 | loss: 0.0311584 | val_loss: 0.0311589 | Time: 1881.76 ms [2021-11-02 01:00:54 main:581] : INFO : Epoch 1672 | loss: 0.0311579 | val_loss: 0.0311585 | Time: 1858.63 ms [2021-11-02 01:00:55 main:581] : INFO : Epoch 1673 | loss: 0.0311564 | val_loss: 0.0311593 | Time: 1853.22 ms [2021-11-02 01:00:57 main:581] : INFO : Epoch 1674 | loss: 0.0311582 | val_loss: 0.0311613 | Time: 1856.02 ms [2021-11-02 01:00:59 main:581] : INFO : Epoch 1675 | loss: 0.0311576 | val_loss: 0.0311586 | Time: 1848.34 ms [2021-11-02 01:01:01 main:581] : INFO : Epoch 1676 | loss: 0.0311597 | val_loss: 0.0311585 | Time: 1945.69 ms [2021-11-02 01:01:03 main:581] : INFO : Epoch 1677 | loss: 0.0311577 | val_loss: 0.0311632 | Time: 1909.15 ms [2021-11-02 01:01:05 main:581] : INFO : Epoch 1678 | loss: 0.0311593 | val_loss: 0.0311705 | Time: 1852.73 ms [2021-11-02 01:01:07 main:581] : INFO : Epoch 1679 | loss: 0.0311584 | val_loss: 0.0311581 | Time: 1851.44 ms [2021-11-02 01:01:09 main:581] : INFO : Epoch 1680 | loss: 0.0311594 | val_loss: 0.0311594 | Time: 1847.81 ms [2021-11-02 01:01:10 main:581] : INFO : Epoch 1681 | loss: 0.0311565 | val_loss: 0.031157 | Time: 1933.73 ms [2021-11-02 01:01:12 main:581] : INFO : Epoch 1682 | loss: 0.0311542 | val_loss: 0.0311549 | Time: 1946.8 ms [2021-11-02 01:01:14 main:581] : INFO : Epoch 1683 | loss: 0.0311537 | val_loss: 0.0311548 | Time: 1879.83 ms [2021-11-02 01:01:16 main:581] : INFO : Epoch 1684 | loss: 0.0311546 | val_loss: 0.0311568 | Time: 1867.91 ms [2021-11-02 01:01:18 main:581] : INFO : Epoch 1685 | loss: 0.0311584 | val_loss: 0.0311586 | Time: 1878.48 ms [2021-11-02 01:01:20 main:581] : INFO : Epoch 1686 | loss: 0.0311574 | val_loss: 0.0311571 | Time: 1864.42 ms [2021-11-02 01:01:22 main:581] : INFO : Epoch 1687 | loss: 0.0311563 | val_loss: 0.031156 | Time: 2001.79 ms [2021-11-02 01:01:24 main:581] : INFO : Epoch 1688 | loss: 0.0311568 | val_loss: 0.0311559 | Time: 1953.3 ms [2021-11-02 01:01:26 main:581] : INFO : Epoch 1689 | loss: 0.0311574 | val_loss: 0.0311602 | Time: 1958.87 ms [2021-11-02 01:01:28 main:581] : INFO : Epoch 1690 | loss: 0.0311569 | val_loss: 0.0311561 | Time: 1959.18 ms [2021-11-02 01:01:30 main:581] : INFO : Epoch 1691 | loss: 0.0311546 | val_loss: 0.0311572 | Time: 1940.78 ms [2021-11-02 01:01:32 main:581] : INFO : Epoch 1692 | loss: 0.0311543 | val_loss: 0.0311568 | Time: 1899.15 ms [2021-11-02 01:01:33 main:581] : INFO : Epoch 1693 | loss: 0.0311554 | val_loss: 0.0311557 | Time: 1863.23 ms [2021-11-02 01:01:35 main:581] : INFO : Epoch 1694 | loss: 0.0311515 | val_loss: 0.0311568 | Time: 1866.46 ms [2021-11-02 01:01:37 main:581] : INFO : Epoch 1695 | loss: 0.0311514 | val_loss: 0.0311543 | Time: 1858.01 ms [2021-11-02 01:01:39 main:581] : INFO : Epoch 1696 | loss: 0.0311514 | val_loss: 0.0311548 | Time: 1916.06 ms [2021-11-02 01:01:41 main:581] : INFO : Epoch 1697 | loss: 0.0311547 | val_loss: 0.0311588 | Time: 1875.32 ms [2021-11-02 01:01:43 main:581] : INFO : Epoch 1698 | loss: 0.031154 | val_loss: 0.0311568 | Time: 1864.91 ms [2021-11-02 01:01:45 main:581] : INFO : Epoch 1699 | loss: 0.031151 | val_loss: 0.0311568 | Time: 1884.35 ms [2021-11-02 01:01:47 main:581] : INFO : Epoch 1700 | loss: 0.0311514 | val_loss: 0.0311555 | Time: 1888.16 ms [2021-11-02 01:01:49 main:581] : INFO : Epoch 1701 | loss: 0.0311516 | val_loss: 0.0311567 | Time: 1876.28 ms [2021-11-02 01:01:50 main:581] : INFO : Epoch 1702 | loss: 0.031153 | val_loss: 0.0311564 | Time: 1957.78 ms [2021-11-02 01:01:52 main:581] : INFO : Epoch 1703 | loss: 0.0311516 | val_loss: 0.0311554 | Time: 1960.81 ms [2021-11-02 01:01:54 main:581] : INFO : Epoch 1704 | loss: 0.031153 | val_loss: 0.0311644 | Time: 1890.21 ms [2021-11-02 01:01:56 main:581] : INFO : Epoch 1705 | loss: 0.0311533 | val_loss: 0.0311587 | Time: 1950.65 ms [2021-11-02 01:01:58 main:581] : INFO : Epoch 1706 | loss: 0.0311535 | val_loss: 0.0311566 | Time: 1949.61 ms [2021-11-02 01:02:00 main:581] : INFO : Epoch 1707 | loss: 0.0311583 | val_loss: 0.0311581 | Time: 1954.02 ms [2021-11-02 01:02:02 main:581] : INFO : Epoch 1708 | loss: 0.0311583 | val_loss: 0.0311578 | Time: 1978.4 ms [2021-11-02 01:02:04 main:581] : INFO : Epoch 1709 | loss: 0.0311568 | val_loss: 0.0311552 | Time: 1953.56 ms [2021-11-02 01:02:06 main:581] : INFO : Epoch 1710 | loss: 0.031156 | val_loss: 0.0311553 | Time: 1956.49 ms [2021-11-02 01:02:08 main:581] : INFO : Epoch 1711 | loss: 0.031154 | val_loss: 0.0311527 | Time: 1972.61 ms [2021-11-02 01:02:10 main:581] : INFO : Epoch 1712 | loss: 0.0311533 | val_loss: 0.0311535 | Time: 1969.84 ms [2021-11-02 01:02:12 main:581] : INFO : Epoch 1713 | loss: 0.0311546 | val_loss: 0.0311573 | Time: 1952.3 ms [2021-11-02 01:02:14 main:581] : INFO : Epoch 1714 | loss: 0.0311613 | val_loss: 0.0311555 | Time: 1977.78 ms [2021-11-02 01:02:16 main:581] : INFO : Epoch 1715 | loss: 0.0311572 | val_loss: 0.0311532 | Time: 1947.16 ms [2021-11-02 01:02:18 main:581] : INFO : Epoch 1716 | loss: 0.0311549 | val_loss: 0.0311558 | Time: 1955.77 ms [2021-11-02 01:02:20 main:581] : INFO : Epoch 1717 | loss: 0.0311552 | val_loss: 0.0311638 | Time: 1959.37 ms [2021-11-02 01:02:22 main:581] : INFO : Epoch 1718 | loss: 0.0311539 | val_loss: 0.031158 | Time: 1959.08 ms [2021-11-02 01:02:24 main:581] : INFO : Epoch 1719 | loss: 0.0311588 | val_loss: 0.0311603 | Time: 1957.26 ms [2021-11-02 01:02:26 main:581] : INFO : Epoch 1720 | loss: 0.0311618 | val_loss: 0.0311644 | Time: 1965.22 ms [2021-11-02 01:02:28 main:581] : INFO : Epoch 1721 | loss: 0.0311653 | val_loss: 0.0311634 | Time: 1958.21 ms [2021-11-02 01:02:30 main:581] : INFO : Epoch 1722 | loss: 0.0311657 | val_loss: 0.0311627 | Time: 1880.37 ms [2021-11-02 01:02:31 main:581] : INFO : Epoch 1723 | loss: 0.0311624 | val_loss: 0.0311624 | Time: 1884.8 ms [2021-11-02 01:02:33 main:581] : INFO : Epoch 1724 | loss: 0.0311609 | val_loss: 0.0311645 | Time: 1891.79 ms [2021-11-02 01:02:35 main:581] : INFO : Epoch 1725 | loss: 0.0311682 | val_loss: 0.0311668 | Time: 1896.8 ms [2021-11-02 01:02:37 main:581] : INFO : Epoch 1726 | loss: 0.031165 | val_loss: 0.0311614 | Time: 1895.15 ms [2021-11-02 01:02:39 main:581] : INFO : Epoch 1727 | loss: 0.0311644 | val_loss: 0.0311661 | Time: 1909.29 ms [2021-11-02 01:02:41 main:581] : INFO : Epoch 1728 | loss: 0.0311671 | val_loss: 0.0311731 | Time: 1945.8 ms [2021-11-02 01:02:43 main:581] : INFO : Epoch 1729 | loss: 0.0311717 | val_loss: 0.031177 | Time: 1966.87 ms [2021-11-02 01:02:45 main:581] : INFO : Epoch 1730 | loss: 0.0311787 | val_loss: 0.0311767 | Time: 1976.77 ms [2021-11-02 01:02:47 main:581] : INFO : Epoch 1731 | loss: 0.0311814 | val_loss: 0.0311875 | Time: 1945.18 ms [2021-11-02 01:02:49 main:581] : INFO : Epoch 1732 | loss: 0.0311834 | val_loss: 0.0311746 | Time: 1928.72 ms [2021-11-02 01:02:51 main:581] : INFO : Epoch 1733 | loss: 0.0311815 | val_loss: 0.031178 | Time: 1880.85 ms [2021-11-02 01:02:53 main:581] : INFO : Epoch 1734 | loss: 0.0311813 | val_loss: 0.0311763 | Time: 1882.65 ms [2021-11-02 01:02:54 main:581] : INFO : Epoch 1735 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 1918.08 ms [2021-11-02 01:02:56 main:581] : INFO : Epoch 1736 | loss: 0.0311809 | val_loss: 0.0311768 | Time: 1964.08 ms [2021-11-02 01:02:58 main:581] : INFO : Epoch 1737 | loss: 0.0311812 | val_loss: 0.0311745 | Time: 1895.05 ms [2021-11-02 01:03:00 main:581] : INFO : Epoch 1738 | loss: 0.0311798 | val_loss: 0.0311765 | Time: 1843.92 ms [2021-11-02 01:03:02 main:581] : INFO : Epoch 1739 | loss: 0.0311808 | val_loss: 0.0311767 | Time: 1842.46 ms [2021-11-02 01:03:04 main:581] : INFO : Epoch 1740 | loss: 0.0311834 | val_loss: 0.0311827 | Time: 1850.48 ms [2021-11-02 01:03:06 main:581] : INFO : Epoch 1741 | loss: 0.031184 | val_loss: 0.0311792 | Time: 1899.59 ms [2021-11-02 01:03:08 main:581] : INFO : Epoch 1742 | loss: 0.0311855 | val_loss: 0.0311791 | Time: 1952.01 ms [2021-11-02 01:03:10 main:581] : INFO : Epoch 1743 | loss: 0.0311827 | val_loss: 0.0311789 | Time: 1858.44 ms [2021-11-02 01:03:12 main:581] : INFO : Epoch 1744 | loss: 0.0311812 | val_loss: 0.0311771 | Time: 1959.79 ms [2021-11-02 01:03:13 main:581] : INFO : Epoch 1745 | loss: 0.03118 | val_loss: 0.0311773 | Time: 1975.53 ms [2021-11-02 01:03:15 main:581] : INFO : Epoch 1746 | loss: 0.0311804 | val_loss: 0.0311762 | Time: 1960.96 ms [2021-11-02 01:03:17 main:581] : INFO : Epoch 1747 | loss: 0.0311801 | val_loss: 0.0311766 | Time: 1955.49 ms [2021-11-02 01:03:19 main:581] : INFO : Epoch 1748 | loss: 0.0311788 | val_loss: 0.0311783 | Time: 1951.11 ms [2021-11-02 01:03:21 main:581] : INFO : Epoch 1749 | loss: 0.0311804 | val_loss: 0.0311766 | Time: 1866.55 ms [2021-11-02 01:03:23 main:581] : INFO : Epoch 1750 | loss: 0.0311804 | val_loss: 0.0311788 | Time: 1850.22 ms [2021-11-02 01:03:25 main:581] : INFO : Epoch 1751 | loss: 0.0311782 | val_loss: 0.0311758 | Time: 1904.41 ms [2021-11-02 01:03:27 main:581] : INFO : Epoch 1752 | loss: 0.0311785 | val_loss: 0.031178 | Time: 1957.67 ms [2021-11-02 01:03:29 main:581] : INFO : Epoch 1753 | loss: 0.0311787 | val_loss: 0.0311801 | Time: 1963.68 ms [2021-11-02 01:03:31 main:581] : INFO : Epoch 1754 | loss: 0.0311795 | val_loss: 0.0311772 | Time: 1914.34 ms [2021-11-02 01:03:33 main:581] : INFO : Epoch 1755 | loss: 0.0311777 | val_loss: 0.0311781 | Time: 1851.58 ms [2021-11-02 01:03:35 main:581] : INFO : Epoch 1756 | loss: 0.0311813 | val_loss: 0.0311805 | Time: 1851.7 ms [2021-11-02 01:03:36 main:581] : INFO : Epoch 1757 | loss: 0.0311855 | val_loss: 0.0311785 | Time: 1932.24 ms [2021-11-02 01:03:38 main:581] : INFO : Epoch 1758 | loss: 0.0311784 | val_loss: 0.0311766 | Time: 1931.31 ms [2021-11-02 01:03:40 main:581] : INFO : Epoch 1759 | loss: 0.0311777 | val_loss: 0.0311769 | Time: 1956.38 ms [2021-11-02 01:03:42 main:581] : INFO : Epoch 1760 | loss: 0.0311782 | val_loss: 0.0311767 | Time: 1912.14 ms [2021-11-02 01:03:44 main:581] : INFO : Epoch 1761 | loss: 0.031178 | val_loss: 0.0311804 | Time: 1884.74 ms [2021-11-02 01:03:46 main:581] : INFO : Epoch 1762 | loss: 0.0311771 | val_loss: 0.0311768 | Time: 1886.42 ms [2021-11-02 01:03:48 main:581] : INFO : Epoch 1763 | loss: 0.031177 | val_loss: 0.0311779 | Time: 1915.71 ms [2021-11-02 01:03:50 main:581] : INFO : Epoch 1764 | loss: 0.0311787 | val_loss: 0.031181 | Time: 1932.32 ms [2021-11-02 01:03:52 main:581] : INFO : Epoch 1765 | loss: 0.0311776 | val_loss: 0.0311759 | Time: 1943.52 ms [2021-11-02 01:03:54 main:581] : INFO : Epoch 1766 | loss: 0.0311778 | val_loss: 0.0311759 | Time: 1948.33 ms [2021-11-02 01:03:56 main:581] : INFO : Epoch 1767 | loss: 0.0311768 | val_loss: 0.0311772 | Time: 1885.86 ms [2021-11-02 01:03:58 main:581] : INFO : Epoch 1768 | loss: 0.0311749 | val_loss: 0.0311758 | Time: 1895.06 ms [2021-11-02 01:03:59 main:581] : INFO : Epoch 1769 | loss: 0.0311767 | val_loss: 0.031183 | Time: 1949.11 ms [2021-11-02 01:04:01 main:581] : INFO : Epoch 1770 | loss: 0.0311764 | val_loss: 0.0311798 | Time: 1953.63 ms [2021-11-02 01:04:03 main:581] : INFO : Epoch 1771 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 1940.23 ms [2021-11-02 01:04:05 main:581] : INFO : Epoch 1772 | loss: 0.0311768 | val_loss: 0.0311848 | Time: 1939.21 ms [2021-11-02 01:04:07 main:581] : INFO : Epoch 1773 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 1935.92 ms [2021-11-02 01:04:09 main:581] : INFO : Epoch 1774 | loss: 0.0311762 | val_loss: 0.0311745 | Time: 1933.07 ms [2021-11-02 01:04:11 main:581] : INFO : Epoch 1775 | loss: 0.0311733 | val_loss: 0.0311741 | Time: 1932.87 ms [2021-11-02 01:04:13 main:581] : INFO : Epoch 1776 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 1886.24 ms [2021-11-02 01:04:15 main:581] : INFO : Epoch 1777 | loss: 0.0311742 | val_loss: 0.0311781 | Time: 1929.42 ms [2021-11-02 01:04:17 main:581] : INFO : Epoch 1778 | loss: 0.0311735 | val_loss: 0.0311741 | Time: 1936.95 ms [2021-11-02 01:04:19 main:581] : INFO : Epoch 1779 | loss: 0.0311729 | val_loss: 0.0311761 | Time: 1946.73 ms [2021-11-02 01:04:21 main:581] : INFO : Epoch 1780 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 1938.6 ms [2021-11-02 01:04:23 main:581] : INFO : Epoch 1781 | loss: 0.0311748 | val_loss: 0.031174 | Time: 1881.89 ms [2021-11-02 01:04:25 main:581] : INFO : Epoch 1782 | loss: 0.0311744 | val_loss: 0.0311749 | Time: 1860.01 ms [2021-11-02 01:04:26 main:581] : INFO : Epoch 1783 | loss: 0.03118 | val_loss: 0.0311773 | Time: 1909.84 ms [2021-11-02 01:04:28 main:581] : INFO : Epoch 1784 | loss: 0.0311792 | val_loss: 0.0311775 | Time: 1845.11 ms [2021-11-02 01:04:30 main:581] : INFO : Epoch 1785 | loss: 0.0311785 | val_loss: 0.0311741 | Time: 1848.64 ms [2021-11-02 01:04:32 main:581] : INFO : Epoch 1786 | loss: 0.0311763 | val_loss: 0.0311745 | Time: 1843.68 ms [2021-11-02 01:04:34 main:581] : INFO : Epoch 1787 | loss: 0.0311759 | val_loss: 0.0311743 | Time: 1846.6 ms [2021-11-02 01:04:36 main:581] : INFO : Epoch 1788 | loss: 0.0311759 | val_loss: 0.0311727 | Time: 1961.75 ms [2021-11-02 01:04:38 main:581] : INFO : Epoch 1789 | loss: 0.031175 | val_loss: 0.0311732 | Time: 1958.87 ms [2021-11-02 01:04:40 main:581] : INFO : Epoch 1790 | loss: 0.0311754 | val_loss: 0.0311735 | Time: 1947.31 ms [2021-11-02 01:04:42 main:581] : INFO : Epoch 1791 | loss: 0.0311756 | val_loss: 0.0311738 | Time: 1925.51 ms [2021-11-02 01:04:44 main:581] : INFO : Epoch 1792 | loss: 0.0311767 | val_loss: 0.0311732 | Time: 1947.31 ms [2021-11-02 01:04:46 main:581] : INFO : Epoch 1793 | loss: 0.0311767 | val_loss: 0.0311785 | Time: 1969.25 ms [2021-11-02 01:04:47 main:581] : INFO : Epoch 1794 | loss: 0.0311757 | val_loss: 0.0311773 | Time: 1951.12 ms [2021-11-02 01:04:49 main:581] : INFO : Epoch 1795 | loss: 0.0311745 | val_loss: 0.031173 | Time: 1918.05 ms [2021-11-02 01:04:51 main:581] : INFO : Epoch 1796 | loss: 0.0311731 | val_loss: 0.0311729 | Time: 1886.93 ms [2021-11-02 01:04:53 main:581] : INFO : Epoch 1797 | loss: 0.0311721 | val_loss: 0.0311723 | Time: 1950.94 ms [2021-11-02 01:04:55 main:581] : INFO : Epoch 1798 | loss: 0.031175 | val_loss: 0.0311723 | Time: 1918.81 ms [2021-11-02 01:04:57 main:581] : INFO : Epoch 1799 | loss: 0.0311719 | val_loss: 0.0311744 | Time: 1883.15 ms [2021-11-02 01:04:59 main:581] : INFO : Epoch 1800 | loss: 0.0311716 | val_loss: 0.0311719 | Time: 1895.19 ms [2021-11-02 01:05:01 main:581] : INFO : Epoch 1801 | loss: 0.0311717 | val_loss: 0.0311742 | Time: 1942.35 ms [2021-11-02 01:05:03 main:581] : INFO : Epoch 1802 | loss: 0.0311716 | val_loss: 0.0311733 | Time: 1951.39 ms [2021-11-02 01:05:05 main:581] : INFO : Epoch 1803 | loss: 0.0311742 | val_loss: 0.0311725 | Time: 1965.38 ms [2021-11-02 01:05:07 main:581] : INFO : Epoch 1804 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 1940.36 ms [2021-11-02 01:05:09 main:581] : INFO : Epoch 1805 | loss: 0.0311748 | val_loss: 0.0311791 | Time: 1938.2 ms [2021-11-02 01:05:11 main:581] : INFO : Epoch 1806 | loss: 0.031173 | val_loss: 0.0311716 | Time: 1938.75 ms [2021-11-02 01:05:12 main:581] : INFO : Epoch 1807 | loss: 0.031172 | val_loss: 0.0311739 | Time: 1890.85 ms [2021-11-02 01:05:14 main:581] : INFO : Epoch 1808 | loss: 0.0311714 | val_loss: 0.031171 | Time: 1952.86 ms [2021-11-02 01:05:16 main:581] : INFO : Epoch 1809 | loss: 0.0311694 | val_loss: 0.0311698 | Time: 1947.21 ms [2021-11-02 01:05:18 main:581] : INFO : Epoch 1810 | loss: 0.031171 | val_loss: 0.031171 | Time: 1890.67 ms [2021-11-02 01:05:20 main:581] : INFO : Epoch 1811 | loss: 0.0311712 | val_loss: 0.0311717 | Time: 1880.93 ms [2021-11-02 01:05:22 main:581] : INFO : Epoch 1812 | loss: 0.0311737 | val_loss: 0.0311718 | Time: 1902.35 ms [2021-11-02 01:05:24 main:581] : INFO : Epoch 1813 | loss: 0.0311739 | val_loss: 0.0311764 | Time: 1952.55 ms [2021-11-02 01:05:26 main:581] : INFO : Epoch 1814 | loss: 0.0311743 | val_loss: 0.031173 | Time: 1956.77 ms [2021-11-02 01:05:28 main:581] : INFO : Epoch 1815 | loss: 0.0311751 | val_loss: 0.0311713 | Time: 1939.57 ms [2021-11-02 01:05:30 main:581] : INFO : Epoch 1816 | loss: 0.0311733 | val_loss: 0.031169 | Time: 1855.92 ms [2021-11-02 01:05:32 main:581] : INFO : Epoch 1817 | loss: 0.0311728 | val_loss: 0.0311707 | Time: 1860.57 ms [2021-11-02 01:05:33 main:581] : INFO : Epoch 1818 | loss: 0.0311813 | val_loss: 0.0311803 | Time: 1863.43 ms [2021-11-02 01:05:35 main:581] : INFO : Epoch 1819 | loss: 0.0311873 | val_loss: 0.0311866 | Time: 1867.64 ms [2021-11-02 01:05:37 main:581] : INFO : Epoch 1820 | loss: 0.0311853 | val_loss: 0.0311814 | Time: 1877.87 ms [2021-11-02 01:05:39 main:581] : INFO : Epoch 1821 | loss: 0.0311854 | val_loss: 0.0311817 | Time: 1878.02 ms [2021-11-02 01:05:41 main:581] : INFO : Epoch 1822 | loss: 0.0311865 | val_loss: 0.0311843 | Time: 1883.21 ms [2021-11-02 01:05:43 main:581] : INFO : Epoch 1823 | loss: 0.0311875 | val_loss: 0.0311832 | Time: 1844.31 ms [2021-11-02 01:05:45 main:581] : INFO : Epoch 1824 | loss: 0.0311843 | val_loss: 0.0311822 | Time: 1861.82 ms [2021-11-02 01:05:47 main:581] : INFO : Epoch 1825 | loss: 0.0311848 | val_loss: 0.0311965 | Time: 1849.93 ms [2021-11-02 01:05:48 main:581] : INFO : Epoch 1826 | loss: 0.0311891 | val_loss: 0.0311901 | Time: 1858.3 ms [2021-11-02 01:05:50 main:581] : INFO : Epoch 1827 | loss: 0.031187 | val_loss: 0.0311847 | Time: 1860.92 ms [2021-11-02 01:05:52 main:581] : INFO : Epoch 1828 | loss: 0.0311814 | val_loss: 0.0311781 | Time: 1858.25 ms [2021-11-02 01:05:54 main:581] : INFO : Epoch 1829 | loss: 0.0311797 | val_loss: 0.0311821 | Time: 1849.78 ms [2021-11-02 01:05:56 main:581] : INFO : Epoch 1830 | loss: 0.0311825 | val_loss: 0.0311783 | Time: 1849.67 ms [2021-11-02 01:05:58 main:581] : INFO : Epoch 1831 | loss: 0.0311825 | val_loss: 0.0311832 | Time: 1852.03 ms [2021-11-02 01:06:00 main:581] : INFO : Epoch 1832 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 1852.44 ms [2021-11-02 01:06:01 main:581] : INFO : Epoch 1833 | loss: 0.0311788 | val_loss: 0.0311784 | Time: 1851.38 ms [2021-11-02 01:06:03 main:581] : INFO : Epoch 1834 | loss: 0.0311784 | val_loss: 0.0311809 | Time: 1868.89 ms [2021-11-02 01:06:05 main:581] : INFO : Epoch 1835 | loss: 0.0311796 | val_loss: 0.0311775 | Time: 1879.5 ms [2021-11-02 01:06:07 main:581] : INFO : Epoch 1836 | loss: 0.0311785 | val_loss: 0.0311782 | Time: 1853.52 ms [2021-11-02 01:06:09 main:581] : INFO : Epoch 1837 | loss: 0.0311801 | val_loss: 0.0311777 | Time: 1845.86 ms [2021-11-02 01:06:11 main:581] : INFO : Epoch 1838 | loss: 0.0311775 | val_loss: 0.0311776 | Time: 1845.52 ms [2021-11-02 01:06:13 main:581] : INFO : Epoch 1839 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 1851.23 ms [2021-11-02 01:06:14 main:581] : INFO : Epoch 1840 | loss: 0.0311803 | val_loss: 0.031179 | Time: 1851.92 ms [2021-11-02 01:06:16 main:581] : INFO : Epoch 1841 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 1852.38 ms [2021-11-02 01:06:18 main:581] : INFO : Epoch 1842 | loss: 0.0311772 | val_loss: 0.0311773 | Time: 1879.4 ms [2021-11-02 01:06:20 main:581] : INFO : Epoch 1843 | loss: 0.031176 | val_loss: 0.0311775 | Time: 1856.27 ms [2021-11-02 01:06:22 main:581] : INFO : Epoch 1844 | loss: 0.0311777 | val_loss: 0.0311791 | Time: 1927.86 ms [2021-11-02 01:06:24 main:581] : INFO : Epoch 1845 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 1928.04 ms [2021-11-02 01:06:26 main:581] : INFO : Epoch 1846 | loss: 0.0311759 | val_loss: 0.0311818 | Time: 1849.83 ms [2021-11-02 01:06:28 main:581] : INFO : Epoch 1847 | loss: 0.0311836 | val_loss: 0.0311872 | Time: 1849.88 ms [2021-11-02 01:06:29 main:581] : INFO : Epoch 1848 | loss: 0.0311836 | val_loss: 0.0311772 | Time: 1850 ms [2021-11-02 01:06:31 main:581] : INFO : Epoch 1849 | loss: 0.0311768 | val_loss: 0.0311768 | Time: 1854.61 ms [2021-11-02 01:06:33 main:581] : INFO : Epoch 1850 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 1852.87 ms [2021-11-02 01:06:35 main:581] : INFO : Epoch 1851 | loss: 0.0311764 | val_loss: 0.031177 | Time: 1861.04 ms [2021-11-02 01:06:37 main:581] : INFO : Epoch 1852 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 1891.47 ms [2021-11-02 01:06:39 main:581] : INFO : Epoch 1853 | loss: 0.0311766 | val_loss: 0.0311768 | Time: 1930.81 ms [2021-11-02 01:06:41 main:581] : INFO : Epoch 1854 | loss: 0.0311774 | val_loss: 0.031179 | Time: 1986.66 ms [2021-11-02 01:06:43 main:581] : INFO : Epoch 1855 | loss: 0.0311766 | val_loss: 0.0311791 | Time: 1943.48 ms [2021-11-02 01:06:45 main:581] : INFO : Epoch 1856 | loss: 0.0311755 | val_loss: 0.0311764 | Time: 1856.65 ms [2021-11-02 01:06:46 main:581] : INFO : Epoch 1857 | loss: 0.0311751 | val_loss: 0.0311777 | Time: 1857.84 ms [2021-11-02 01:06:48 main:581] : INFO : Epoch 1858 | loss: 0.0311765 | val_loss: 0.0311782 | Time: 1863.5 ms [2021-11-02 01:06:50 main:581] : INFO : Epoch 1859 | loss: 0.0311767 | val_loss: 0.0311772 | Time: 1865.42 ms [2021-11-02 01:06:52 main:581] : INFO : Epoch 1860 | loss: 0.0311761 | val_loss: 0.0311766 | Time: 1851.23 ms [2021-11-02 01:06:54 main:581] : INFO : Epoch 1861 | loss: 0.0311751 | val_loss: 0.0311781 | Time: 1847.57 ms [2021-11-02 01:06:56 main:581] : INFO : Epoch 1862 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 1847.54 ms [2021-11-02 01:06:58 main:581] : INFO : Epoch 1863 | loss: 0.0311767 | val_loss: 0.0311763 | Time: 1865.53 ms [2021-11-02 01:06:59 main:581] : INFO : Epoch 1864 | loss: 0.0311763 | val_loss: 0.0311815 | Time: 1842.48 ms [2021-11-02 01:07:01 main:581] : INFO : Epoch 1865 | loss: 0.0311758 | val_loss: 0.0311761 | Time: 1841.68 ms [2021-11-02 01:07:03 main:581] : INFO : Epoch 1866 | loss: 0.0311763 | val_loss: 0.031177 | Time: 1863.22 ms [2021-11-02 01:07:05 main:581] : INFO : Epoch 1867 | loss: 0.0311762 | val_loss: 0.0311764 | Time: 1962.33 ms [2021-11-02 01:07:07 main:581] : INFO : Epoch 1868 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 1962.87 ms [2021-11-02 01:07:09 main:581] : INFO : Epoch 1869 | loss: 0.0311753 | val_loss: 0.0311754 | Time: 1964.95 ms [2021-11-02 01:07:11 main:581] : INFO : Epoch 1870 | loss: 0.0311766 | val_loss: 0.0311779 | Time: 1956.78 ms [2021-11-02 01:07:13 main:581] : INFO : Epoch 1871 | loss: 0.0311757 | val_loss: 0.0311775 | Time: 1955.44 ms [2021-11-02 01:07:15 main:581] : INFO : Epoch 1872 | loss: 0.0311747 | val_loss: 0.0311765 | Time: 1958.37 ms [2021-11-02 01:07:17 main:581] : INFO : Epoch 1873 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 1954.14 ms [2021-11-02 01:07:19 main:581] : INFO : Epoch 1874 | loss: 0.031178 | val_loss: 0.0311781 | Time: 1972.2 ms [2021-11-02 01:07:21 main:581] : INFO : Epoch 1875 | loss: 0.0311796 | val_loss: 0.0311818 | Time: 1978.58 ms [2021-11-02 01:07:23 main:581] : INFO : Epoch 1876 | loss: 0.0311756 | val_loss: 0.0311755 | Time: 1955.69 ms [2021-11-02 01:07:25 main:581] : INFO : Epoch 1877 | loss: 0.031174 | val_loss: 0.0311775 | Time: 1955.4 ms [2021-11-02 01:07:27 main:581] : INFO : Epoch 1878 | loss: 0.0311744 | val_loss: 0.0311781 | Time: 1935.11 ms [2021-11-02 01:07:29 main:581] : INFO : Epoch 1879 | loss: 0.0311756 | val_loss: 0.0311783 | Time: 1885.49 ms [2021-11-02 01:07:30 main:581] : INFO : Epoch 1880 | loss: 0.0311769 | val_loss: 0.0311767 | Time: 1846.86 ms [2021-11-02 01:07:32 main:581] : INFO : Epoch 1881 | loss: 0.0311735 | val_loss: 0.0311749 | Time: 1849.88 ms [2021-11-02 01:07:34 main:581] : INFO : Epoch 1882 | loss: 0.0311718 | val_loss: 0.031175 | Time: 1851.57 ms [2021-11-02 01:07:36 main:581] : INFO : Epoch 1883 | loss: 0.031174 | val_loss: 0.0311781 | Time: 1857.37 ms [2021-11-02 01:07:38 main:581] : INFO : Epoch 1884 | loss: 0.0311732 | val_loss: 0.0311758 | Time: 1853.36 ms [2021-11-02 01:07:40 main:581] : INFO : Epoch 1885 | loss: 0.0311723 | val_loss: 0.0311753 | Time: 1849.25 ms [2021-11-02 01:07:42 main:581] : INFO : Epoch 1886 | loss: 0.0311758 | val_loss: 0.0311767 | Time: 1913.8 ms [2021-11-02 01:07:43 main:581] : INFO : Epoch 1887 | loss: 0.0311767 | val_loss: 0.0311773 | Time: 1867.83 ms [2021-11-02 01:07:45 main:581] : INFO : Epoch 1888 | loss: 0.0311726 | val_loss: 0.0311781 | Time: 1851.66 ms [2021-11-02 01:07:47 main:581] : INFO : Epoch 1889 | loss: 0.0311745 | val_loss: 0.0311756 | Time: 1848.43 ms [2021-11-02 01:07:49 main:581] : INFO : Epoch 1890 | loss: 0.0311724 | val_loss: 0.0311804 | Time: 1851.04 ms [2021-11-02 01:07:51 main:581] : INFO : Epoch 1891 | loss: 0.0311739 | val_loss: 0.0311782 | Time: 1871.85 ms [2021-11-02 01:07:53 main:581] : INFO : Epoch 1892 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 1851.2 ms [2021-11-02 01:07:55 main:581] : INFO : Epoch 1893 | loss: 0.0311747 | val_loss: 0.031182 | Time: 1854.48 ms [2021-11-02 01:07:56 main:581] : INFO : Epoch 1894 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 1858.53 ms [2021-11-02 01:07:58 main:581] : INFO : Epoch 1895 | loss: 0.0311765 | val_loss: 0.0311796 | Time: 1852.63 ms [2021-11-02 01:08:00 main:581] : INFO : Epoch 1896 | loss: 0.031173 | val_loss: 0.0311762 | Time: 1854 ms [2021-11-02 01:08:02 main:581] : INFO : Epoch 1897 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 1851 ms [2021-11-02 01:08:04 main:581] : INFO : Epoch 1898 | loss: 0.0311736 | val_loss: 0.0311831 | Time: 1849.83 ms [2021-11-02 01:08:06 main:581] : INFO : Epoch 1899 | loss: 0.0311756 | val_loss: 0.031175 | Time: 1919.98 ms [2021-11-02 01:08:08 main:581] : INFO : Epoch 1900 | loss: 0.0311725 | val_loss: 0.0311742 | Time: 1936.02 ms [2021-11-02 01:08:10 main:581] : INFO : Epoch 1901 | loss: 0.031176 | val_loss: 0.0311774 | Time: 1931.12 ms [2021-11-02 01:08:12 main:581] : INFO : Epoch 1902 | loss: 0.031177 | val_loss: 0.0311826 | Time: 1932 ms [2021-11-02 01:08:13 main:581] : INFO : Epoch 1903 | loss: 0.0311763 | val_loss: 0.0311758 | Time: 1929.26 ms [2021-11-02 01:08:15 main:581] : INFO : Epoch 1904 | loss: 0.0311731 | val_loss: 0.031174 | Time: 1933.93 ms [2021-11-02 01:08:17 main:581] : INFO : Epoch 1905 | loss: 0.031173 | val_loss: 0.0311748 | Time: 1921.75 ms [2021-11-02 01:08:19 main:581] : INFO : Epoch 1906 | loss: 0.031174 | val_loss: 0.0311745 | Time: 1976.31 ms [2021-11-02 01:08:21 main:581] : INFO : Epoch 1907 | loss: 0.0311756 | val_loss: 0.0311742 | Time: 1958.69 ms [2021-11-02 01:08:23 main:581] : INFO : Epoch 1908 | loss: 0.0311757 | val_loss: 0.0311836 | Time: 1944.5 ms [2021-11-02 01:08:25 main:581] : INFO : Epoch 1909 | loss: 0.0311732 | val_loss: 0.0311745 | Time: 1856.57 ms [2021-11-02 01:08:27 main:581] : INFO : Epoch 1910 | loss: 0.0311723 | val_loss: 0.0311741 | Time: 1877.66 ms [2021-11-02 01:08:29 main:581] : INFO : Epoch 1911 | loss: 0.0311717 | val_loss: 0.031173 | Time: 1874.8 ms [2021-11-02 01:08:31 main:581] : INFO : Epoch 1912 | loss: 0.0311724 | val_loss: 0.0311747 | Time: 1880.74 ms [2021-11-02 01:08:33 main:581] : INFO : Epoch 1913 | loss: 0.0311725 | val_loss: 0.0311742 | Time: 1910.56 ms [2021-11-02 01:08:35 main:581] : INFO : Epoch 1914 | loss: 0.0311743 | val_loss: 0.0311734 | Time: 1944.36 ms [2021-11-02 01:08:36 main:581] : INFO : Epoch 1915 | loss: 0.0311726 | val_loss: 0.0311728 | Time: 1955.37 ms [2021-11-02 01:08:38 main:581] : INFO : Epoch 1916 | loss: 0.0311722 | val_loss: 0.031173 | Time: 1951.73 ms [2021-11-02 01:08:40 main:581] : INFO : Epoch 1917 | loss: 0.031173 | val_loss: 0.0311725 | Time: 1880.97 ms [2021-11-02 01:08:42 main:581] : INFO : Epoch 1918 | loss: 0.0311728 | val_loss: 0.0311723 | Time: 1943.51 ms [2021-11-02 01:08:44 main:581] : INFO : Epoch 1919 | loss: 0.0311722 | val_loss: 0.0311743 | Time: 1941.49 ms [2021-11-02 01:08:46 main:581] : INFO : Epoch 1920 | loss: 0.0311784 | val_loss: 0.031183 | Time: 1887.61 ms [2021-11-02 01:08:48 main:581] : INFO : Epoch 1921 | loss: 0.0311832 | val_loss: 0.0311772 | Time: 1913.3 ms [2021-11-02 01:08:50 main:581] : INFO : Epoch 1922 | loss: 0.031177 | val_loss: 0.0311751 | Time: 1954.81 ms [2021-11-02 01:08:52 main:581] : INFO : Epoch 1923 | loss: 0.0311776 | val_loss: 0.0311763 | Time: 1927.32 ms [2021-11-02 01:08:54 main:581] : INFO : Epoch 1924 | loss: 0.031177 | val_loss: 0.0311811 | Time: 1944.85 ms [2021-11-02 01:08:56 main:581] : INFO : Epoch 1925 | loss: 0.0311775 | val_loss: 0.0311772 | Time: 1949.09 ms [2021-11-02 01:08:58 main:581] : INFO : Epoch 1926 | loss: 0.031175 | val_loss: 0.0311744 | Time: 1950.43 ms [2021-11-02 01:09:00 main:581] : INFO : Epoch 1927 | loss: 0.031175 | val_loss: 0.0311737 | Time: 1951.86 ms [2021-11-02 01:09:02 main:581] : INFO : Epoch 1928 | loss: 0.0311754 | val_loss: 0.031176 | Time: 1948.67 ms [2021-11-02 01:09:04 main:581] : INFO : Epoch 1929 | loss: 0.0311734 | val_loss: 0.031175 | Time: 1951.25 ms [2021-11-02 01:09:06 main:581] : INFO : Epoch 1930 | loss: 0.0311724 | val_loss: 0.0311788 | Time: 1954.15 ms [2021-11-02 01:09:07 main:581] : INFO : Epoch 1931 | loss: 0.0311732 | val_loss: 0.0311742 | Time: 1956 ms [2021-11-02 01:09:09 main:581] : INFO : Epoch 1932 | loss: 0.0311722 | val_loss: 0.0311742 | Time: 1949.36 ms [2021-11-02 01:09:11 main:581] : INFO : Epoch 1933 | loss: 0.031172 | val_loss: 0.03118 | Time: 1951.78 ms [2021-11-02 01:09:13 main:581] : INFO : Epoch 1934 | loss: 0.0311751 | val_loss: 0.0311775 | Time: 1950.87 ms [2021-11-02 01:09:15 main:581] : INFO : Epoch 1935 | loss: 0.0311783 | val_loss: 0.0311765 | Time: 1952.09 ms [2021-11-02 01:09:17 main:581] : INFO : Epoch 1936 | loss: 0.0311739 | val_loss: 0.0311755 | Time: 1954.44 ms [2021-11-02 01:09:19 main:581] : INFO : Epoch 1937 | loss: 0.031174 | val_loss: 0.0311783 | Time: 1926.8 ms [2021-11-02 01:09:21 main:581] : INFO : Epoch 1938 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 1848.57 ms [2021-11-02 01:09:23 main:581] : INFO : Epoch 1939 | loss: 0.0311735 | val_loss: 0.0311748 | Time: 1872.47 ms [2021-11-02 01:09:25 main:581] : INFO : Epoch 1940 | loss: 0.0311718 | val_loss: 0.0311752 | Time: 1846.16 ms [2021-11-02 01:09:27 main:581] : INFO : Epoch 1941 | loss: 0.0311759 | val_loss: 0.0311749 | Time: 1842.72 ms [2021-11-02 01:09:28 main:581] : INFO : Epoch 1942 | loss: 0.0311712 | val_loss: 0.0311764 | Time: 1839.04 ms [2021-11-02 01:09:30 main:581] : INFO : Epoch 1943 | loss: 0.0311729 | val_loss: 0.0311754 | Time: 1843.61 ms [2021-11-02 01:09:32 main:581] : INFO : Epoch 1944 | loss: 0.0311709 | val_loss: 0.0311748 | Time: 1892.34 ms [2021-11-02 01:09:34 main:581] : INFO : Epoch 1945 | loss: 0.0311699 | val_loss: 0.0311746 | Time: 1947.79 ms [2021-11-02 01:09:36 main:581] : INFO : Epoch 1946 | loss: 0.031172 | val_loss: 0.0311782 | Time: 1946.18 ms [2021-11-02 01:09:38 main:581] : INFO : Epoch 1947 | loss: 0.0311714 | val_loss: 0.0311755 | Time: 1945.72 ms [2021-11-02 01:09:40 main:581] : INFO : Epoch 1948 | loss: 0.0311709 | val_loss: 0.031177 | Time: 1952.78 ms [2021-11-02 01:09:42 main:581] : INFO : Epoch 1949 | loss: 0.0311773 | val_loss: 0.0311881 | Time: 1968.52 ms [2021-11-02 01:09:44 main:581] : INFO : Epoch 1950 | loss: 0.0311761 | val_loss: 0.0311747 | Time: 1932.65 ms [2021-11-02 01:09:46 main:581] : INFO : Epoch 1951 | loss: 0.0311709 | val_loss: 0.0311764 | Time: 1944.24 ms [2021-11-02 01:09:48 main:581] : INFO : Epoch 1952 | loss: 0.0311704 | val_loss: 0.0311791 | Time: 1974.11 ms [2021-11-02 01:09:50 main:581] : INFO : Epoch 1953 | loss: 0.0311704 | val_loss: 0.0311751 | Time: 1973.21 ms [2021-11-02 01:09:52 main:581] : INFO : Epoch 1954 | loss: 0.0311687 | val_loss: 0.0311746 | Time: 1949.08 ms [2021-11-02 01:09:54 main:581] : INFO : Epoch 1955 | loss: 0.031169 | val_loss: 0.031179 | Time: 1881.51 ms [2021-11-02 01:09:56 main:581] : INFO : Epoch 1956 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 1955.86 ms [2021-11-02 01:09:57 main:581] : INFO : Epoch 1957 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 1907.86 ms [2021-11-02 01:09:59 main:581] : INFO : Epoch 1958 | loss: 0.0311704 | val_loss: 0.031179 | Time: 1845.9 ms [2021-11-02 01:10:01 main:581] : INFO : Epoch 1959 | loss: 0.0311706 | val_loss: 0.0311754 | Time: 1846.86 ms [2021-11-02 01:10:03 main:581] : INFO : Epoch 1960 | loss: 0.0311684 | val_loss: 0.0311742 | Time: 1849.71 ms [2021-11-02 01:10:05 main:581] : INFO : Epoch 1961 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 1937.82 ms [2021-11-02 01:10:07 main:581] : INFO : Epoch 1962 | loss: 0.0311715 | val_loss: 0.0311845 | Time: 1936.95 ms [2021-11-02 01:10:09 main:581] : INFO : Epoch 1963 | loss: 0.0311725 | val_loss: 0.0311763 | Time: 1876.02 ms [2021-11-02 01:10:11 main:581] : INFO : Epoch 1964 | loss: 0.031169 | val_loss: 0.0311756 | Time: 1876.53 ms [2021-11-02 01:10:12 main:581] : INFO : Epoch 1965 | loss: 0.0311689 | val_loss: 0.0311739 | Time: 1857.46 ms [2021-11-02 01:10:14 main:581] : INFO : Epoch 1966 | loss: 0.0311706 | val_loss: 0.0311736 | Time: 1884.1 ms [2021-11-02 01:10:16 main:581] : INFO : Epoch 1967 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 1851.62 ms [2021-11-02 01:10:18 main:581] : INFO : Epoch 1968 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 1848.86 ms [2021-11-02 01:10:20 main:581] : INFO : Epoch 1969 | loss: 0.031168 | val_loss: 0.0311762 | Time: 1867.13 ms [2021-11-02 01:10:22 main:581] : INFO : Epoch 1970 | loss: 0.0311681 | val_loss: 0.0311779 | Time: 1926.96 ms [2021-11-02 01:10:24 main:581] : INFO : Epoch 1971 | loss: 0.0311744 | val_loss: 0.0311746 | Time: 1895.11 ms [2021-11-02 01:10:26 main:581] : INFO : Epoch 1972 | loss: 0.0311731 | val_loss: 0.0311788 | Time: 1849.26 ms [2021-11-02 01:10:27 main:581] : INFO : Epoch 1973 | loss: 0.0311713 | val_loss: 0.0311731 | Time: 1866.57 ms [2021-11-02 01:10:29 main:581] : INFO : Epoch 1974 | loss: 0.031171 | val_loss: 0.0311782 | Time: 1957.84 ms [2021-11-02 01:10:31 main:581] : INFO : Epoch 1975 | loss: 0.0311725 | val_loss: 0.0311783 | Time: 1893.94 ms [2021-11-02 01:10:33 main:581] : INFO : Epoch 1976 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 1963.69 ms [2021-11-02 01:10:35 main:581] : INFO : Epoch 1977 | loss: 0.031172 | val_loss: 0.0311766 | Time: 1922.61 ms [2021-11-02 01:10:37 main:581] : INFO : Epoch 1978 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 1954.3 ms [2021-11-02 01:10:39 main:581] : INFO : Epoch 1979 | loss: 0.0311712 | val_loss: 0.0311734 | Time: 1929.68 ms [2021-11-02 01:10:41 main:581] : INFO : Epoch 1980 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 1880.38 ms [2021-11-02 01:10:43 main:581] : INFO : Epoch 1981 | loss: 0.031168 | val_loss: 0.0311731 | Time: 1841.07 ms [2021-11-02 01:10:45 main:581] : INFO : Epoch 1982 | loss: 0.0311691 | val_loss: 0.03118 | Time: 1896.38 ms [2021-11-02 01:10:47 main:581] : INFO : Epoch 1983 | loss: 0.0311691 | val_loss: 0.0311751 | Time: 1945.25 ms [2021-11-02 01:10:49 main:581] : INFO : Epoch 1984 | loss: 0.0311683 | val_loss: 0.0311771 | Time: 1951.77 ms [2021-11-02 01:10:51 main:581] : INFO : Epoch 1985 | loss: 0.0311709 | val_loss: 0.0311821 | Time: 1950.56 ms [2021-11-02 01:10:53 main:581] : INFO : Epoch 1986 | loss: 0.0311676 | val_loss: 0.0311726 | Time: 1947.13 ms [2021-11-02 01:10:54 main:581] : INFO : Epoch 1987 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 1946.4 ms [2021-11-02 01:10:56 main:581] : INFO : Epoch 1988 | loss: 0.0311663 | val_loss: 0.0311746 | Time: 1859.25 ms [2021-11-02 01:10:58 main:581] : INFO : Epoch 1989 | loss: 0.0311654 | val_loss: 0.0311738 | Time: 1842.02 ms [2021-11-02 01:11:00 main:581] : INFO : Epoch 1990 | loss: 0.0311671 | val_loss: 0.0311773 | Time: 1839.2 ms [2021-11-02 01:11:02 main:581] : INFO : Epoch 1991 | loss: 0.0311672 | val_loss: 0.0311735 | Time: 1843.99 ms [2021-11-02 01:11:04 main:581] : INFO : Epoch 1992 | loss: 0.0311655 | val_loss: 0.0311747 | Time: 1951.3 ms [2021-11-02 01:11:06 main:581] : INFO : Epoch 1993 | loss: 0.0311658 | val_loss: 0.0311774 | Time: 1980.73 ms [2021-11-02 01:11:08 main:581] : INFO : Epoch 1994 | loss: 0.0311699 | val_loss: 0.0311749 | Time: 1952.09 ms [2021-11-02 01:11:10 main:581] : INFO : Epoch 1995 | loss: 0.0311679 | val_loss: 0.0311747 | Time: 1953.22 ms [2021-11-02 01:11:12 main:581] : INFO : Epoch 1996 | loss: 0.0311646 | val_loss: 0.0311759 | Time: 1955.49 ms [2021-11-02 01:11:14 main:581] : INFO : Epoch 1997 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 1954.04 ms [2021-11-02 01:11:16 main:581] : INFO : Epoch 1998 | loss: 0.0311649 | val_loss: 0.0311747 | Time: 1953.1 ms [2021-11-02 01:11:17 main:581] : INFO : Epoch 1999 | loss: 0.0311674 | val_loss: 0.0311833 | Time: 1913.83 ms [2021-11-02 01:11:19 main:581] : INFO : Epoch 2000 | loss: 0.0311686 | val_loss: 0.0311749 | Time: 1845.63 ms [2021-11-02 01:11:21 main:581] : INFO : Epoch 2001 | loss: 0.0311648 | val_loss: 0.0311765 | Time: 1845.1 ms [2021-11-02 01:11:23 main:581] : INFO : Epoch 2002 | loss: 0.0311637 | val_loss: 0.0311766 | Time: 1853.56 ms [2021-11-02 01:11:25 main:581] : INFO : Epoch 2003 | loss: 0.0311646 | val_loss: 0.0311787 | Time: 1859.64 ms [2021-11-02 01:11:27 main:581] : INFO : Epoch 2004 | loss: 0.0311673 | val_loss: 0.0311825 | Time: 1858.65 ms [2021-11-02 01:11:29 main:581] : INFO : Epoch 2005 | loss: 0.031167 | val_loss: 0.0311748 | Time: 1857.12 ms [2021-11-02 01:11:30 main:581] : INFO : Epoch 2006 | loss: 0.0311683 | val_loss: 0.0311745 | Time: 1867.45 ms [2021-11-02 01:11:32 main:581] : INFO : Epoch 2007 | loss: 0.0311716 | val_loss: 0.0311774 | Time: 1849.83 ms [2021-11-02 01:11:34 main:581] : INFO : Epoch 2008 | loss: 0.0311739 | val_loss: 0.0311783 | Time: 1900.34 ms [2021-11-02 01:11:36 main:581] : INFO : Epoch 2009 | loss: 0.0311755 | val_loss: 0.0311771 | Time: 1949.89 ms [2021-11-02 01:11:38 main:581] : INFO : Epoch 2010 | loss: 0.0311755 | val_loss: 0.0311787 | Time: 1948.34 ms [2021-11-02 01:11:40 main:581] : INFO : Epoch 2011 | loss: 0.0311773 | val_loss: 0.0311783 | Time: 1949.29 ms [2021-11-02 01:11:42 main:581] : INFO : Epoch 2012 | loss: 0.0311738 | val_loss: 0.031178 | Time: 1964.88 ms [2021-11-02 01:11:44 main:581] : INFO : Epoch 2013 | loss: 0.0311734 | val_loss: 0.0311804 | Time: 1939.12 ms [2021-11-02 01:11:46 main:581] : INFO : Epoch 2014 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 1943.29 ms [2021-11-02 01:11:48 main:581] : INFO : Epoch 2015 | loss: 0.0311725 | val_loss: 0.0311763 | Time: 1963.74 ms [2021-11-02 01:11:50 main:581] : INFO : Epoch 2016 | loss: 0.031173 | val_loss: 0.0311805 | Time: 1955.78 ms [2021-11-02 01:11:52 main:581] : INFO : Epoch 2017 | loss: 0.0311747 | val_loss: 0.031178 | Time: 1913.9 ms [2021-11-02 01:11:54 main:581] : INFO : Epoch 2018 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 1969.23 ms [2021-11-02 01:11:56 main:581] : INFO : Epoch 2019 | loss: 0.0311724 | val_loss: 0.0311754 | Time: 1957.34 ms [2021-11-02 01:11:58 main:581] : INFO : Epoch 2020 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 1940.07 ms [2021-11-02 01:11:59 main:581] : INFO : Epoch 2021 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 1843.38 ms [2021-11-02 01:12:01 main:581] : INFO : Epoch 2022 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 1869.16 ms [2021-11-02 01:12:03 main:581] : INFO : Epoch 2023 | loss: 0.0311692 | val_loss: 0.0311752 | Time: 1844.48 ms [2021-11-02 01:12:05 main:581] : INFO : Epoch 2024 | loss: 0.031169 | val_loss: 0.0311746 | Time: 1842.06 ms [2021-11-02 01:12:07 main:581] : INFO : Epoch 2025 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 1872.02 ms [2021-11-02 01:12:09 main:581] : INFO : Epoch 2026 | loss: 0.0311679 | val_loss: 0.0311757 | Time: 1778.29 ms [2021-11-02 01:12:10 main:581] : INFO : Epoch 2027 | loss: 0.0311683 | val_loss: 0.0311763 | Time: 1842.03 ms [2021-11-02 01:12:12 main:581] : INFO : Epoch 2028 | loss: 0.0311678 | val_loss: 0.0311769 | Time: 1947.22 ms [2021-11-02 01:12:14 main:581] : INFO : Epoch 2029 | loss: 0.0311687 | val_loss: 0.0311749 | Time: 1953.97 ms [2021-11-02 01:12:16 main:581] : INFO : Epoch 2030 | loss: 0.0311679 | val_loss: 0.0311795 | Time: 1949.2 ms [2021-11-02 01:12:18 main:581] : INFO : Epoch 2031 | loss: 0.0311721 | val_loss: 0.0311821 | Time: 1945.31 ms [2021-11-02 01:12:20 main:581] : INFO : Epoch 2032 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 1924.48 ms [2021-11-02 01:12:22 main:581] : INFO : Epoch 2033 | loss: 0.0311683 | val_loss: 0.0311755 | Time: 1912.22 ms [2021-11-02 01:12:24 main:581] : INFO : Epoch 2034 | loss: 0.031168 | val_loss: 0.0311747 | Time: 1943.97 ms [2021-11-02 01:12:26 main:581] : INFO : Epoch 2035 | loss: 0.0311698 | val_loss: 0.0311879 | Time: 1941.7 ms [2021-11-02 01:12:28 main:581] : INFO : Epoch 2036 | loss: 0.0311697 | val_loss: 0.0311812 | Time: 1948.76 ms [2021-11-02 01:12:30 main:581] : INFO : Epoch 2037 | loss: 0.0311682 | val_loss: 0.0311767 | Time: 1952.69 ms [2021-11-02 01:12:32 main:581] : INFO : Epoch 2038 | loss: 0.0311707 | val_loss: 0.0311791 | Time: 1965.02 ms [2021-11-02 01:12:34 main:581] : INFO : Epoch 2039 | loss: 0.031168 | val_loss: 0.0311755 | Time: 1949.67 ms [2021-11-02 01:12:36 main:581] : INFO : Epoch 2040 | loss: 0.0311684 | val_loss: 0.031175 | Time: 1972.27 ms [2021-11-02 01:12:38 main:581] : INFO : Epoch 2041 | loss: 0.0311679 | val_loss: 0.0311768 | Time: 1960.53 ms [2021-11-02 01:12:40 main:581] : INFO : Epoch 2042 | loss: 0.0311692 | val_loss: 0.0311772 | Time: 1957.66 ms [2021-11-02 01:12:42 main:581] : INFO : Epoch 2043 | loss: 0.0311685 | val_loss: 0.0311766 | Time: 1940 ms [2021-11-02 01:12:44 main:581] : INFO : Epoch 2044 | loss: 0.0311662 | val_loss: 0.0311734 | Time: 1857.8 ms [2021-11-02 01:12:45 main:581] : INFO : Epoch 2045 | loss: 0.0311673 | val_loss: 0.0311753 | Time: 1856.78 ms [2021-11-02 01:12:47 main:581] : INFO : Epoch 2046 | loss: 0.0311654 | val_loss: 0.031174 | Time: 1856.98 ms [2021-11-02 01:12:49 main:581] : INFO : Epoch 2047 | loss: 0.0311646 | val_loss: 0.031174 | Time: 1862.46 ms [2021-11-02 01:12:51 main:581] : INFO : Epoch 2048 | loss: 0.0311646 | val_loss: 0.0311738 | Time: 1949.9 ms [2021-11-02 01:12:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311738 [2021-11-02 01:12:51 main:610] : INFO : Saving end state to config to file [2021-11-02 01:12:51 main:615] : INFO : Success, exiting.. 01:12:51 (1588556): 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)