Task 8520171
| Name | ParityModified-1634617153-3992-3_0 |
| Workunit | 6018202 |
| Created | 30 Oct 2021, 17:00:29 UTC |
| Sent | 1 Nov 2021, 11:43:29 UTC |
| Report deadline | 8 Nov 2021, 11:43:29 UTC |
| Received | 1 Nov 2021, 18:16:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 5 min 31 sec |
| CPU time | 1 hours 5 min 26 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>
main:581] : INFO : Epoch 1538 | loss: 0.031159 | val_loss: 0.0311744 | Time: 1913.39 ms
[2021-11-01 12:59:06 main:581] : INFO : Epoch 1539 | loss: 0.0311594 | val_loss: 0.0311749 | Time: 1851.97 ms
[2021-11-01 12:59:08 main:581] : INFO : Epoch 1540 | loss: 0.0311593 | val_loss: 0.0311773 | Time: 1851.97 ms
[2021-11-01 12:59:10 main:581] : INFO : Epoch 1541 | loss: 0.0311581 | val_loss: 0.031172 | Time: 1853.33 ms
[2021-11-01 12:59:12 main:581] : INFO : Epoch 1542 | loss: 0.0311577 | val_loss: 0.0311764 | Time: 1883.72 ms
[2021-11-01 12:59:14 main:581] : INFO : Epoch 1543 | loss: 0.0311586 | val_loss: 0.0311717 | Time: 1885.09 ms
[2021-11-01 12:59:16 main:581] : INFO : Epoch 1544 | loss: 0.0311584 | val_loss: 0.0311739 | Time: 1975.17 ms
[2021-11-01 12:59:18 main:581] : INFO : Epoch 1545 | loss: 0.0311574 | val_loss: 0.0311715 | Time: 1932.6 ms
[2021-11-01 12:59:19 main:581] : INFO : Epoch 1546 | loss: 0.0311569 | val_loss: 0.0311725 | Time: 1859.79 ms
[2021-11-01 12:59:21 main:581] : INFO : Epoch 1547 | loss: 0.0311567 | val_loss: 0.0311717 | Time: 1856.14 ms
[2021-11-01 12:59:23 main:581] : INFO : Epoch 1548 | loss: 0.0311587 | val_loss: 0.0311775 | Time: 1875.29 ms
[2021-11-01 12:59:25 main:581] : INFO : Epoch 1549 | loss: 0.0311612 | val_loss: 0.0311743 | Time: 1916.12 ms
[2021-11-01 12:59:27 main:581] : INFO : Epoch 1550 | loss: 0.0311577 | val_loss: 0.0311752 | Time: 1849.92 ms
[2021-11-01 12:59:29 main:581] : INFO : Epoch 1551 | loss: 0.031157 | val_loss: 0.031173 | Time: 1861.65 ms
[2021-11-01 12:59:31 main:581] : INFO : Epoch 1552 | loss: 0.0311585 | val_loss: 0.0311731 | Time: 1851.91 ms
[2021-11-01 12:59:32 main:581] : INFO : Epoch 1553 | loss: 0.0311602 | val_loss: 0.0311741 | Time: 1850.67 ms
[2021-11-01 12:59:34 main:581] : INFO : Epoch 1554 | loss: 0.0311584 | val_loss: 0.0311747 | Time: 1847.39 ms
[2021-11-01 12:59:36 main:581] : INFO : Epoch 1555 | loss: 0.0311582 | val_loss: 0.0311738 | Time: 1856.41 ms
[2021-11-01 12:59:38 main:581] : INFO : Epoch 1556 | loss: 0.0311576 | val_loss: 0.0311738 | Time: 1867.79 ms
[2021-11-01 12:59:40 main:581] : INFO : Epoch 1557 | loss: 0.0311577 | val_loss: 0.0311736 | Time: 1896.2 ms
[2021-11-01 12:59:42 main:581] : INFO : Epoch 1558 | loss: 0.0311623 | val_loss: 0.0311759 | Time: 1939.32 ms
[2021-11-01 12:59:44 main:581] : INFO : Epoch 1559 | loss: 0.0311667 | val_loss: 0.0311751 | Time: 1937.27 ms
[2021-11-01 12:59:46 main:581] : INFO : Epoch 1560 | loss: 0.0311652 | val_loss: 0.0311726 | Time: 1917.95 ms
[2021-11-01 12:59:48 main:581] : INFO : Epoch 1561 | loss: 0.031163 | val_loss: 0.0311722 | Time: 1869.34 ms
[2021-11-01 12:59:49 main:581] : INFO : Epoch 1562 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 1867.14 ms
[2021-11-01 12:59:51 main:581] : INFO : Epoch 1563 | loss: 0.0311613 | val_loss: 0.0311737 | Time: 1891.48 ms
[2021-11-01 12:59:53 main:581] : INFO : Epoch 1564 | loss: 0.031165 | val_loss: 0.0311749 | Time: 1870.44 ms
[2021-11-01 12:59:55 main:581] : INFO : Epoch 1565 | loss: 0.0311647 | val_loss: 0.0311744 | Time: 1902.28 ms
[2021-11-01 12:59:57 main:581] : INFO : Epoch 1566 | loss: 0.0311639 | val_loss: 0.0311729 | Time: 1863.17 ms
[2021-11-01 12:59:59 main:581] : INFO : Epoch 1567 | loss: 0.0311625 | val_loss: 0.0311714 | Time: 1873.13 ms
[2021-11-01 13:00:01 main:581] : INFO : Epoch 1568 | loss: 0.0311606 | val_loss: 0.0311733 | Time: 1867.23 ms
[2021-11-01 13:00:03 main:581] : INFO : Epoch 1569 | loss: 0.0311607 | val_loss: 0.0311722 | Time: 1864.22 ms
[2021-11-01 13:00:04 main:581] : INFO : Epoch 1570 | loss: 0.0311601 | val_loss: 0.0311701 | Time: 1865.23 ms
[2021-11-01 13:00:06 main:581] : INFO : Epoch 1571 | loss: 0.0311596 | val_loss: 0.0311716 | Time: 1867.9 ms
[2021-11-01 13:00:08 main:581] : INFO : Epoch 1572 | loss: 0.0311583 | val_loss: 0.0311704 | Time: 1912.37 ms
[2021-11-01 13:00:10 main:581] : INFO : Epoch 1573 | loss: 0.031158 | val_loss: 0.0311715 | Time: 1898.06 ms
[2021-11-01 13:00:12 main:581] : INFO : Epoch 1574 | loss: 0.0311595 | val_loss: 0.0311772 | Time: 1879.47 ms
[2021-11-01 13:00:14 main:581] : INFO : Epoch 1575 | loss: 0.031161 | val_loss: 0.031173 | Time: 1862.68 ms
[2021-11-01 13:00:16 main:581] : INFO : Epoch 1576 | loss: 0.0311594 | val_loss: 0.0311739 | Time: 1864.65 ms
[2021-11-01 13:00:18 main:581] : INFO : Epoch 1577 | loss: 0.0311587 | val_loss: 0.0311734 | Time: 1871.49 ms
[2021-11-01 13:00:20 main:581] : INFO : Epoch 1578 | loss: 0.0311585 | val_loss: 0.0311733 | Time: 1938.95 ms
[2021-11-01 13:00:21 main:581] : INFO : Epoch 1579 | loss: 0.0311594 | val_loss: 0.0311732 | Time: 1920.63 ms
[2021-11-01 13:00:23 main:581] : INFO : Epoch 1580 | loss: 0.0311625 | val_loss: 0.0311742 | Time: 1912.68 ms
[2021-11-01 13:00:25 main:581] : INFO : Epoch 1581 | loss: 0.0311606 | val_loss: 0.0311738 | Time: 1945.29 ms
[2021-11-01 13:00:27 main:581] : INFO : Epoch 1582 | loss: 0.0311597 | val_loss: 0.031172 | Time: 1938.13 ms
[2021-11-01 13:00:29 main:581] : INFO : Epoch 1583 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 1944.85 ms
[2021-11-01 13:00:31 main:581] : INFO : Epoch 1584 | loss: 0.0311575 | val_loss: 0.0311742 | Time: 1957.92 ms
[2021-11-01 13:00:33 main:581] : INFO : Epoch 1585 | loss: 0.0311581 | val_loss: 0.0311742 | Time: 1963.56 ms
[2021-11-01 13:00:35 main:581] : INFO : Epoch 1586 | loss: 0.0311583 | val_loss: 0.0311722 | Time: 1936.32 ms
[2021-11-01 13:00:37 main:581] : INFO : Epoch 1587 | loss: 0.0311584 | val_loss: 0.0311699 | Time: 1962.48 ms
[2021-11-01 13:00:39 main:581] : INFO : Epoch 1588 | loss: 0.0311591 | val_loss: 0.0311729 | Time: 1954.64 ms
[2021-11-01 13:00:41 main:581] : INFO : Epoch 1589 | loss: 0.0311582 | val_loss: 0.0311739 | Time: 1906.76 ms
[2021-11-01 13:00:43 main:581] : INFO : Epoch 1590 | loss: 0.0311573 | val_loss: 0.0311732 | Time: 1931.82 ms
[2021-11-01 13:00:45 main:581] : INFO : Epoch 1591 | loss: 0.0311551 | val_loss: 0.0311708 | Time: 1941.35 ms
[2021-11-01 13:00:47 main:581] : INFO : Epoch 1592 | loss: 0.0311569 | val_loss: 0.0311709 | Time: 1938.25 ms
[2021-11-01 13:00:49 main:581] : INFO : Epoch 1593 | loss: 0.0311569 | val_loss: 0.0311715 | Time: 1946.07 ms
[2021-11-01 13:00:51 main:581] : INFO : Epoch 1594 | loss: 0.0311568 | val_loss: 0.0311729 | Time: 1960.94 ms
[2021-11-01 13:00:53 main:581] : INFO : Epoch 1595 | loss: 0.0311563 | val_loss: 0.0311717 | Time: 1937.55 ms
[2021-11-01 13:00:55 main:581] : INFO : Epoch 1596 | loss: 0.0311577 | val_loss: 0.0311729 | Time: 1960.1 ms
[2021-11-01 13:00:56 main:581] : INFO : Epoch 1597 | loss: 0.0311579 | val_loss: 0.0311787 | Time: 1959.29 ms
[2021-11-01 13:00:58 main:581] : INFO : Epoch 1598 | loss: 0.0311614 | val_loss: 0.031179 | Time: 1891.31 ms
[2021-11-01 13:01:00 main:581] : INFO : Epoch 1599 | loss: 0.0312122 | val_loss: 0.0312046 | Time: 1916.37 ms
[2021-11-01 13:01:02 main:581] : INFO : Epoch 1600 | loss: 0.0312179 | val_loss: 0.0312936 | Time: 1877.85 ms
[2021-11-01 13:01:04 main:581] : INFO : Epoch 1601 | loss: 0.0318351 | val_loss: 0.0322735 | Time: 1865.11 ms
[2021-11-01 13:01:06 main:581] : INFO : Epoch 1602 | loss: 0.0315588 | val_loss: 0.0312983 | Time: 1863.81 ms
[2021-11-01 13:01:08 main:581] : INFO : Epoch 1603 | loss: 0.031227 | val_loss: 0.0311858 | Time: 1864.47 ms
[2021-11-01 13:01:10 main:581] : INFO : Epoch 1604 | loss: 0.031171 | val_loss: 0.0311757 | Time: 1915.38 ms
[2021-11-01 13:01:12 main:581] : INFO : Epoch 1605 | loss: 0.0311634 | val_loss: 0.0311724 | Time: 1918.33 ms
[2021-11-01 13:01:14 main:581] : INFO : Epoch 1606 | loss: 0.03116 | val_loss: 0.0311722 | Time: 1939.66 ms
[2021-11-01 13:01:15 main:581] : INFO : Epoch 1607 | loss: 0.0311573 | val_loss: 0.0311706 | Time: 1953.14 ms
[2021-11-01 13:01:17 main:581] : INFO : Epoch 1608 | loss: 0.0311568 | val_loss: 0.0311708 | Time: 1956.87 ms
[2021-11-01 13:01:19 main:581] : INFO : Epoch 1609 | loss: 0.0311555 | val_loss: 0.0311701 | Time: 1941.7 ms
[2021-11-01 13:01:21 main:581] : INFO : Epoch 1610 | loss: 0.0311561 | val_loss: 0.0311704 | Time: 1957.99 ms
[2021-11-01 13:01:23 main:581] : INFO : Epoch 1611 | loss: 0.0311555 | val_loss: 0.031172 | Time: 1939.14 ms
[2021-11-01 13:01:25 main:581] : INFO : Epoch 1612 | loss: 0.0311556 | val_loss: 0.0311719 | Time: 1928.3 ms
[2021-11-01 13:01:27 main:581] : INFO : Epoch 1613 | loss: 0.0311575 | val_loss: 0.0311714 | Time: 1931.05 ms
[2021-11-01 13:01:29 main:581] : INFO : Epoch 1614 | loss: 0.0311551 | val_loss: 0.0311717 | Time: 1951.75 ms
[2021-11-01 13:01:31 main:581] : INFO : Epoch 1615 | loss: 0.0311543 | val_loss: 0.0311707 | Time: 1923.16 ms
[2021-11-01 13:01:33 main:581] : INFO : Epoch 1616 | loss: 0.0311547 | val_loss: 0.0311715 | Time: 1860.26 ms
[2021-11-01 13:01:35 main:581] : INFO : Epoch 1617 | loss: 0.0311538 | val_loss: 0.0311702 | Time: 1860.28 ms
[2021-11-01 13:01:37 main:581] : INFO : Epoch 1618 | loss: 0.0311535 | val_loss: 0.0311714 | Time: 1873.98 ms
[2021-11-01 13:01:39 main:581] : INFO : Epoch 1619 | loss: 0.0311537 | val_loss: 0.0311701 | Time: 1894.09 ms
[2021-11-01 13:01:40 main:581] : INFO : Epoch 1620 | loss: 0.031152 | val_loss: 0.0311713 | Time: 1948.62 ms
[2021-11-01 13:01:42 main:581] : INFO : Epoch 1621 | loss: 0.0311539 | val_loss: 0.0311702 | Time: 1936.4 ms
[2021-11-01 13:01:44 main:581] : INFO : Epoch 1622 | loss: 0.0311535 | val_loss: 0.0311704 | Time: 1940.99 ms
[2021-11-01 13:01:46 main:581] : INFO : Epoch 1623 | loss: 0.0311531 | val_loss: 0.0311692 | Time: 1940.06 ms
[2021-11-01 13:01:48 main:581] : INFO : Epoch 1624 | loss: 0.0311526 | val_loss: 0.0311738 | Time: 1932.15 ms
[2021-11-01 13:01:50 main:581] : INFO : Epoch 1625 | loss: 0.0311544 | val_loss: 0.0311726 | Time: 1935.25 ms
[2021-11-01 13:01:52 main:581] : INFO : Epoch 1626 | loss: 0.0311521 | val_loss: 0.0311707 | Time: 1937.72 ms
[2021-11-01 13:01:54 main:581] : INFO : Epoch 1627 | loss: 0.0311514 | val_loss: 0.0311709 | Time: 1935.7 ms
[2021-11-01 13:01:56 main:581] : INFO : Epoch 1628 | loss: 0.0311532 | val_loss: 0.0311741 | Time: 1945.05 ms
[2021-11-01 13:01:58 main:581] : INFO : Epoch 1629 | loss: 0.0311546 | val_loss: 0.0311728 | Time: 1942.73 ms
[2021-11-01 13:02:00 main:581] : INFO : Epoch 1630 | loss: 0.0311538 | val_loss: 0.0311717 | Time: 1941.75 ms
[2021-11-01 13:02:02 main:581] : INFO : Epoch 1631 | loss: 0.0311525 | val_loss: 0.0311733 | Time: 1940.12 ms
[2021-11-01 13:02:04 main:581] : INFO : Epoch 1632 | loss: 0.0311516 | val_loss: 0.0311714 | Time: 1939.65 ms
[2021-11-01 13:02:06 main:581] : INFO : Epoch 1633 | loss: 0.0311514 | val_loss: 0.0311721 | Time: 1943.67 ms
[2021-11-01 13:02:08 main:581] : INFO : Epoch 1634 | loss: 0.0311515 | val_loss: 0.0311745 | Time: 1954.09 ms
[2021-11-01 13:02:10 main:581] : INFO : Epoch 1635 | loss: 0.0311512 | val_loss: 0.0311698 | Time: 1926.12 ms
[2021-11-01 13:02:12 main:581] : INFO : Epoch 1636 | loss: 0.0311526 | val_loss: 0.0311725 | Time: 1945.78 ms
[2021-11-01 13:02:13 main:581] : INFO : Epoch 1637 | loss: 0.0311529 | val_loss: 0.0311719 | Time: 1957.7 ms
[2021-11-01 13:02:15 main:581] : INFO : Epoch 1638 | loss: 0.0311514 | val_loss: 0.0311707 | Time: 1962.83 ms
[2021-11-01 13:02:17 main:581] : INFO : Epoch 1639 | loss: 0.031152 | val_loss: 0.0311721 | Time: 1873.87 ms
[2021-11-01 13:02:19 main:581] : INFO : Epoch 1640 | loss: 0.0311526 | val_loss: 0.0311742 | Time: 1950.89 ms
[2021-11-01 13:02:21 main:581] : INFO : Epoch 1641 | loss: 0.0311526 | val_loss: 0.0311709 | Time: 1963.34 ms
[2021-11-01 13:02:23 main:581] : INFO : Epoch 1642 | loss: 0.0311531 | val_loss: 0.0311727 | Time: 1937.71 ms
[2021-11-01 13:02:25 main:581] : INFO : Epoch 1643 | loss: 0.0311542 | val_loss: 0.0311725 | Time: 1952.07 ms
[2021-11-01 13:02:27 main:581] : INFO : Epoch 1644 | loss: 0.0311529 | val_loss: 0.0311737 | Time: 1953.36 ms
[2021-11-01 13:02:29 main:581] : INFO : Epoch 1645 | loss: 0.0311534 | val_loss: 0.0311713 | Time: 1948.44 ms
[2021-11-01 13:02:31 main:581] : INFO : Epoch 1646 | loss: 0.0311541 | val_loss: 0.0311726 | Time: 1943.2 ms
[2021-11-01 13:02:33 main:581] : INFO : Epoch 1647 | loss: 0.0311558 | val_loss: 0.0311757 | Time: 1937.58 ms
[2021-11-01 13:02:35 main:581] : INFO : Epoch 1648 | loss: 0.0311538 | val_loss: 0.0311724 | Time: 1947.61 ms
[2021-11-01 13:02:37 main:581] : INFO : Epoch 1649 | loss: 0.0311537 | val_loss: 0.0311715 | Time: 1947.12 ms
[2021-11-01 13:02:39 main:581] : INFO : Epoch 1650 | loss: 0.0311535 | val_loss: 0.0311723 | Time: 1960.42 ms
[2021-11-01 13:02:41 main:581] : INFO : Epoch 1651 | loss: 0.0311522 | val_loss: 0.0311711 | Time: 1951.42 ms
[2021-11-01 13:02:43 main:581] : INFO : Epoch 1652 | loss: 0.0311541 | val_loss: 0.031174 | Time: 1931.18 ms
[2021-11-01 13:02:45 main:581] : INFO : Epoch 1653 | loss: 0.0311542 | val_loss: 0.0311729 | Time: 1940.32 ms
[2021-11-01 13:02:47 main:581] : INFO : Epoch 1654 | loss: 0.0311543 | val_loss: 0.0311728 | Time: 1949.39 ms
[2021-11-01 13:02:48 main:581] : INFO : Epoch 1655 | loss: 0.0311535 | val_loss: 0.0311733 | Time: 1945.61 ms
[2021-11-01 13:02:50 main:581] : INFO : Epoch 1656 | loss: 0.0311518 | val_loss: 0.0311714 | Time: 1941.96 ms
[2021-11-01 13:02:52 main:581] : INFO : Epoch 1657 | loss: 0.0311506 | val_loss: 0.0311731 | Time: 1946.63 ms
[2021-11-01 13:02:54 main:581] : INFO : Epoch 1658 | loss: 0.0311525 | val_loss: 0.0311729 | Time: 1940.31 ms
[2021-11-01 13:02:56 main:581] : INFO : Epoch 1659 | loss: 0.0311509 | val_loss: 0.0311753 | Time: 1944.11 ms
[2021-11-01 13:02:58 main:581] : INFO : Epoch 1660 | loss: 0.0311501 | val_loss: 0.0311726 | Time: 1952.03 ms
[2021-11-01 13:03:00 main:581] : INFO : Epoch 1661 | loss: 0.0311491 | val_loss: 0.0311709 | Time: 1955.75 ms
[2021-11-01 13:03:02 main:581] : INFO : Epoch 1662 | loss: 0.0311489 | val_loss: 0.031173 | Time: 1961.53 ms
[2021-11-01 13:03:04 main:581] : INFO : Epoch 1663 | loss: 0.0311494 | val_loss: 0.0311746 | Time: 1942.83 ms
[2021-11-01 13:03:06 main:581] : INFO : Epoch 1664 | loss: 0.0311522 | val_loss: 0.0311755 | Time: 1943.92 ms
[2021-11-01 13:03:08 main:581] : INFO : Epoch 1665 | loss: 0.0311524 | val_loss: 0.0311743 | Time: 1953.06 ms
[2021-11-01 13:03:10 main:581] : INFO : Epoch 1666 | loss: 0.0311525 | val_loss: 0.0311735 | Time: 1946.45 ms
[2021-11-01 13:03:12 main:581] : INFO : Epoch 1667 | loss: 0.031152 | val_loss: 0.0311729 | Time: 1943.01 ms
[2021-11-01 13:03:14 main:581] : INFO : Epoch 1668 | loss: 0.0311528 | val_loss: 0.0311715 | Time: 1886.46 ms
[2021-11-01 13:03:16 main:581] : INFO : Epoch 1669 | loss: 0.0311519 | val_loss: 0.0311724 | Time: 1913.91 ms
[2021-11-01 13:03:18 main:581] : INFO : Epoch 1670 | loss: 0.0311517 | val_loss: 0.0311742 | Time: 1858.11 ms
[2021-11-01 13:03:19 main:581] : INFO : Epoch 1671 | loss: 0.0311512 | val_loss: 0.0311753 | Time: 1901.07 ms
[2021-11-01 13:03:21 main:581] : INFO : Epoch 1672 | loss: 0.0311505 | val_loss: 0.0311742 | Time: 1952 ms
[2021-11-01 13:03:23 main:581] : INFO : Epoch 1673 | loss: 0.0311491 | val_loss: 0.0311739 | Time: 1957.9 ms
[2021-11-01 13:03:25 main:581] : INFO : Epoch 1674 | loss: 0.031149 | val_loss: 0.0311739 | Time: 1951.92 ms
[2021-11-01 13:03:27 main:581] : INFO : Epoch 1675 | loss: 0.0311488 | val_loss: 0.0311735 | Time: 1944.39 ms
[2021-11-01 13:03:29 main:581] : INFO : Epoch 1676 | loss: 0.0311482 | val_loss: 0.0311816 | Time: 1950.4 ms
[2021-11-01 13:03:31 main:581] : INFO : Epoch 1677 | loss: 0.0311482 | val_loss: 0.0311738 | Time: 1947.31 ms
[2021-11-01 13:03:33 main:581] : INFO : Epoch 1678 | loss: 0.0311485 | val_loss: 0.0311752 | Time: 1965.85 ms
[2021-11-01 13:03:35 main:581] : INFO : Epoch 1679 | loss: 0.0311476 | val_loss: 0.0311751 | Time: 1967.26 ms
[2021-11-01 13:03:37 main:581] : INFO : Epoch 1680 | loss: 0.0311464 | val_loss: 0.0311744 | Time: 1952.23 ms
[2021-11-01 13:03:39 main:581] : INFO : Epoch 1681 | loss: 0.0311458 | val_loss: 0.0311756 | Time: 1976.5 ms
[2021-11-01 13:03:41 main:581] : INFO : Epoch 1682 | loss: 0.031145 | val_loss: 0.031175 | Time: 1934.5 ms
[2021-11-01 13:03:43 main:581] : INFO : Epoch 1683 | loss: 0.0311452 | val_loss: 0.0311769 | Time: 1943.63 ms
[2021-11-01 13:03:45 main:581] : INFO : Epoch 1684 | loss: 0.0311462 | val_loss: 0.0311785 | Time: 1862.57 ms
[2021-11-01 13:03:47 main:581] : INFO : Epoch 1685 | loss: 0.0311486 | val_loss: 0.0311799 | Time: 1860.84 ms
[2021-11-01 13:03:49 main:581] : INFO : Epoch 1686 | loss: 0.0311495 | val_loss: 0.0311778 | Time: 1967.4 ms
[2021-11-01 13:03:50 main:581] : INFO : Epoch 1687 | loss: 0.0311458 | val_loss: 0.0311775 | Time: 1934.12 ms
[2021-11-01 13:03:52 main:581] : INFO : Epoch 1688 | loss: 0.0311466 | val_loss: 0.0311748 | Time: 1926.56 ms
[2021-11-01 13:03:54 main:581] : INFO : Epoch 1689 | loss: 0.0311455 | val_loss: 0.0311756 | Time: 1924.19 ms
[2021-11-01 13:03:56 main:581] : INFO : Epoch 1690 | loss: 0.0311452 | val_loss: 0.0311744 | Time: 1937.44 ms
[2021-11-01 13:03:58 main:581] : INFO : Epoch 1691 | loss: 0.0311457 | val_loss: 0.0311762 | Time: 1884.99 ms
[2021-11-01 13:04:00 main:581] : INFO : Epoch 1692 | loss: 0.0311446 | val_loss: 0.0311766 | Time: 1882.61 ms
[2021-11-01 13:04:02 main:581] : INFO : Epoch 1693 | loss: 0.0311466 | val_loss: 0.0311781 | Time: 1903.82 ms
[2021-11-01 13:04:04 main:581] : INFO : Epoch 1694 | loss: 0.0311451 | val_loss: 0.0311791 | Time: 1891.89 ms
[2021-11-01 13:04:06 main:581] : INFO : Epoch 1695 | loss: 0.031144 | val_loss: 0.0311808 | Time: 1964.84 ms
[2021-11-01 13:04:08 main:581] : INFO : Epoch 1696 | loss: 0.0311449 | val_loss: 0.0311778 | Time: 1954.01 ms
[2021-11-01 13:04:10 main:581] : INFO : Epoch 1697 | loss: 0.0311436 | val_loss: 0.031179 | Time: 1885.26 ms
[2021-11-01 13:04:11 main:581] : INFO : Epoch 1698 | loss: 0.0311435 | val_loss: 0.031176 | Time: 1859.12 ms
[2021-11-01 13:04:13 main:581] : INFO : Epoch 1699 | loss: 0.0311441 | val_loss: 0.0311771 | Time: 1880.41 ms
[2021-11-01 13:04:15 main:581] : INFO : Epoch 1700 | loss: 0.0311424 | val_loss: 0.0311776 | Time: 1981.49 ms
[2021-11-01 13:04:17 main:581] : INFO : Epoch 1701 | loss: 0.0311506 | val_loss: 0.0311728 | Time: 1957.2 ms
[2021-11-01 13:04:19 main:581] : INFO : Epoch 1702 | loss: 0.031157 | val_loss: 0.0311738 | Time: 1959.21 ms
[2021-11-01 13:04:21 main:581] : INFO : Epoch 1703 | loss: 0.0311565 | val_loss: 0.0311725 | Time: 1962.23 ms
[2021-11-01 13:04:23 main:581] : INFO : Epoch 1704 | loss: 0.0311548 | val_loss: 0.0311715 | Time: 1958.62 ms
[2021-11-01 13:04:25 main:581] : INFO : Epoch 1705 | loss: 0.0311573 | val_loss: 0.031172 | Time: 1957.04 ms
[2021-11-01 13:04:27 main:581] : INFO : Epoch 1706 | loss: 0.0311559 | val_loss: 0.0311677 | Time: 1968.44 ms
[2021-11-01 13:04:29 main:581] : INFO : Epoch 1707 | loss: 0.0311542 | val_loss: 0.0311707 | Time: 1967.76 ms
[2021-11-01 13:04:31 main:581] : INFO : Epoch 1708 | loss: 0.0311537 | val_loss: 0.0311689 | Time: 1954.4 ms
[2021-11-01 13:04:33 main:581] : INFO : Epoch 1709 | loss: 0.0311519 | val_loss: 0.0311677 | Time: 1929.43 ms
[2021-11-01 13:04:35 main:581] : INFO : Epoch 1710 | loss: 0.031152 | val_loss: 0.0311678 | Time: 1958.5 ms
[2021-11-01 13:04:37 main:581] : INFO : Epoch 1711 | loss: 0.0311524 | val_loss: 0.0311689 | Time: 1955.83 ms
[2021-11-01 13:04:39 main:581] : INFO : Epoch 1712 | loss: 0.0311547 | val_loss: 0.0311713 | Time: 1895.8 ms
[2021-11-01 13:04:41 main:581] : INFO : Epoch 1713 | loss: 0.0311508 | val_loss: 0.031169 | Time: 1861.12 ms
[2021-11-01 13:04:42 main:581] : INFO : Epoch 1714 | loss: 0.0311493 | val_loss: 0.0311706 | Time: 1858.65 ms
[2021-11-01 13:04:44 main:581] : INFO : Epoch 1715 | loss: 0.0311498 | val_loss: 0.0311695 | Time: 1908 ms
[2021-11-01 13:04:46 main:581] : INFO : Epoch 1716 | loss: 0.0311505 | val_loss: 0.0311693 | Time: 1894.05 ms
[2021-11-01 13:04:48 main:581] : INFO : Epoch 1717 | loss: 0.0311563 | val_loss: 0.031176 | Time: 1942.35 ms
[2021-11-01 13:04:50 main:581] : INFO : Epoch 1718 | loss: 0.0311578 | val_loss: 0.0311789 | Time: 1945.21 ms
[2021-11-01 13:04:52 main:581] : INFO : Epoch 1719 | loss: 0.031157 | val_loss: 0.0311771 | Time: 1936.95 ms
[2021-11-01 13:04:54 main:581] : INFO : Epoch 1720 | loss: 0.0311547 | val_loss: 0.0311785 | Time: 1898.66 ms
[2021-11-01 13:04:56 main:581] : INFO : Epoch 1721 | loss: 0.0311552 | val_loss: 0.0311756 | Time: 1898.9 ms
[2021-11-01 13:04:58 main:581] : INFO : Epoch 1722 | loss: 0.0311533 | val_loss: 0.031177 | Time: 1924.72 ms
[2021-11-01 13:05:00 main:581] : INFO : Epoch 1723 | loss: 0.0311523 | val_loss: 0.0311793 | Time: 1912.9 ms
[2021-11-01 13:05:02 main:581] : INFO : Epoch 1724 | loss: 0.0311506 | val_loss: 0.0311766 | Time: 1876.17 ms
[2021-11-01 13:05:03 main:581] : INFO : Epoch 1725 | loss: 0.0311509 | val_loss: 0.0311751 | Time: 1857.98 ms
[2021-11-01 13:05:05 main:581] : INFO : Epoch 1726 | loss: 0.0311499 | val_loss: 0.031174 | Time: 1911.55 ms
[2021-11-01 13:05:07 main:581] : INFO : Epoch 1727 | loss: 0.0311522 | val_loss: 0.0311723 | Time: 1933.68 ms
[2021-11-01 13:05:09 main:581] : INFO : Epoch 1728 | loss: 0.03115 | val_loss: 0.0311759 | Time: 1937.07 ms
[2021-11-01 13:05:11 main:581] : INFO : Epoch 1729 | loss: 0.0311492 | val_loss: 0.0311749 | Time: 1949.68 ms
[2021-11-01 13:05:13 main:581] : INFO : Epoch 1730 | loss: 0.0311501 | val_loss: 0.0311743 | Time: 1934.26 ms
[2021-11-01 13:05:15 main:581] : INFO : Epoch 1731 | loss: 0.0311517 | val_loss: 0.0311809 | Time: 1948.01 ms
[2021-11-01 13:05:17 main:581] : INFO : Epoch 1732 | loss: 0.0311524 | val_loss: 0.0311799 | Time: 1943.91 ms
[2021-11-01 13:05:19 main:581] : INFO : Epoch 1733 | loss: 0.0311511 | val_loss: 0.0311768 | Time: 1862.9 ms
[2021-11-01 13:05:21 main:581] : INFO : Epoch 1734 | loss: 0.0311491 | val_loss: 0.0311799 | Time: 1937.01 ms
[2021-11-01 13:05:23 main:581] : INFO : Epoch 1735 | loss: 0.0311476 | val_loss: 0.0311817 | Time: 1948.33 ms
[2021-11-01 13:05:25 main:581] : INFO : Epoch 1736 | loss: 0.0311486 | val_loss: 0.0311752 | Time: 1946.5 ms
[2021-11-01 13:05:27 main:581] : INFO : Epoch 1737 | loss: 0.0311514 | val_loss: 0.0311771 | Time: 1944.05 ms
[2021-11-01 13:05:29 main:581] : INFO : Epoch 1738 | loss: 0.0311542 | val_loss: 0.0311776 | Time: 1913.14 ms
[2021-11-01 13:05:30 main:581] : INFO : Epoch 1739 | loss: 0.0311536 | val_loss: 0.031178 | Time: 1882.66 ms
[2021-11-01 13:05:32 main:581] : INFO : Epoch 1740 | loss: 0.0311518 | val_loss: 0.0311788 | Time: 1890.5 ms
[2021-11-01 13:05:34 main:581] : INFO : Epoch 1741 | loss: 0.0311504 | val_loss: 0.0311788 | Time: 1936.47 ms
[2021-11-01 13:05:36 main:581] : INFO : Epoch 1742 | loss: 0.0311492 | val_loss: 0.0311762 | Time: 1933.5 ms
[2021-11-01 13:05:38 main:581] : INFO : Epoch 1743 | loss: 0.031148 | val_loss: 0.0311762 | Time: 1945.73 ms
[2021-11-01 13:05:40 main:581] : INFO : Epoch 1744 | loss: 0.031148 | val_loss: 0.0311767 | Time: 1888.75 ms
[2021-11-01 13:05:42 main:581] : INFO : Epoch 1745 | loss: 0.0311483 | val_loss: 0.0311769 | Time: 1863.3 ms
[2021-11-01 13:05:44 main:581] : INFO : Epoch 1746 | loss: 0.0311469 | val_loss: 0.0311746 | Time: 1866.46 ms
[2021-11-01 13:05:46 main:581] : INFO : Epoch 1747 | loss: 0.0311465 | val_loss: 0.0311797 | Time: 1865.54 ms
[2021-11-01 13:05:48 main:581] : INFO : Epoch 1748 | loss: 0.0311458 | val_loss: 0.0311775 | Time: 1860.09 ms
[2021-11-01 13:05:49 main:581] : INFO : Epoch 1749 | loss: 0.0311458 | val_loss: 0.0311785 | Time: 1856.19 ms
[2021-11-01 13:05:51 main:581] : INFO : Epoch 1750 | loss: 0.0311461 | val_loss: 0.0311731 | Time: 1863.15 ms
[2021-11-01 13:05:53 main:581] : INFO : Epoch 1751 | loss: 0.0311452 | val_loss: 0.0311748 | Time: 1864.05 ms
[2021-11-01 13:05:55 main:581] : INFO : Epoch 1752 | loss: 0.031146 | val_loss: 0.0311787 | Time: 1913.76 ms
[2021-11-01 13:05:57 main:581] : INFO : Epoch 1753 | loss: 0.031146 | val_loss: 0.0311771 | Time: 1932.59 ms
[2021-11-01 13:05:59 main:581] : INFO : Epoch 1754 | loss: 0.031145 | val_loss: 0.0311769 | Time: 1948.61 ms
[2021-11-01 13:06:01 main:581] : INFO : Epoch 1755 | loss: 0.0311452 | val_loss: 0.0311809 | Time: 1940.43 ms
[2021-11-01 13:06:03 main:581] : INFO : Epoch 1756 | loss: 0.0311445 | val_loss: 0.031174 | Time: 1874.87 ms
[2021-11-01 13:06:05 main:581] : INFO : Epoch 1757 | loss: 0.0311435 | val_loss: 0.0311777 | Time: 1950.22 ms
[2021-11-01 13:06:07 main:581] : INFO : Epoch 1758 | loss: 0.0311451 | val_loss: 0.0311819 | Time: 1955.8 ms
[2021-11-01 13:06:09 main:581] : INFO : Epoch 1759 | loss: 0.0311452 | val_loss: 0.0311755 | Time: 1931.92 ms
[2021-11-01 13:06:10 main:581] : INFO : Epoch 1760 | loss: 0.0311435 | val_loss: 0.0311843 | Time: 1880.08 ms
[2021-11-01 13:06:12 main:581] : INFO : Epoch 1761 | loss: 0.0311436 | val_loss: 0.0311755 | Time: 1871.06 ms
[2021-11-01 13:06:14 main:581] : INFO : Epoch 1762 | loss: 0.0311423 | val_loss: 0.031181 | Time: 1869.13 ms
[2021-11-01 13:06:16 main:581] : INFO : Epoch 1763 | loss: 0.0311428 | val_loss: 0.031176 | Time: 1869.24 ms
[2021-11-01 13:06:18 main:581] : INFO : Epoch 1764 | loss: 0.0311429 | val_loss: 0.0311728 | Time: 1871.82 ms
[2021-11-01 13:06:20 main:581] : INFO : Epoch 1765 | loss: 0.0311443 | val_loss: 0.0311789 | Time: 1885.35 ms
[2021-11-01 13:06:22 main:581] : INFO : Epoch 1766 | loss: 0.0311423 | val_loss: 0.031177 | Time: 1935.01 ms
[2021-11-01 13:06:24 main:581] : INFO : Epoch 1767 | loss: 0.0311421 | val_loss: 0.0311778 | Time: 1880.75 ms
[2021-11-01 13:06:26 main:581] : INFO : Epoch 1768 | loss: 0.0311425 | val_loss: 0.0311798 | Time: 1897.51 ms
[2021-11-01 13:06:27 main:581] : INFO : Epoch 1769 | loss: 0.0311433 | val_loss: 0.0311861 | Time: 1869.25 ms
[2021-11-01 13:06:29 main:581] : INFO : Epoch 1770 | loss: 0.0311471 | val_loss: 0.0311807 | Time: 1868.07 ms
[2021-11-01 13:06:31 main:581] : INFO : Epoch 1771 | loss: 0.0311458 | val_loss: 0.0311807 | Time: 1866.86 ms
[2021-11-01 13:06:33 main:581] : INFO : Epoch 1772 | loss: 0.0311529 | val_loss: 0.0311782 | Time: 1876.15 ms
[2021-11-01 13:06:35 main:581] : INFO : Epoch 1773 | loss: 0.031158 | val_loss: 0.0311794 | Time: 1940.31 ms
[2021-11-01 13:06:37 main:581] : INFO : Epoch 1774 | loss: 0.0311558 | val_loss: 0.0311776 | Time: 1931.48 ms
[2021-11-01 13:06:39 main:581] : INFO : Epoch 1775 | loss: 0.0311553 | val_loss: 0.0311757 | Time: 1932.11 ms
[2021-11-01 13:06:41 main:581] : INFO : Epoch 1776 | loss: 0.0311565 | val_loss: 0.0311745 | Time: 1877.21 ms
[2021-11-01 13:06:43 main:581] : INFO : Epoch 1777 | loss: 0.0311545 | val_loss: 0.0311738 | Time: 1859.54 ms
[2021-11-01 13:06:44 main:581] : INFO : Epoch 1778 | loss: 0.0311512 | val_loss: 0.031173 | Time: 1860.47 ms
[2021-11-01 13:06:46 main:581] : INFO : Epoch 1779 | loss: 0.0311505 | val_loss: 0.0311726 | Time: 1857.58 ms
[2021-11-01 13:06:48 main:581] : INFO : Epoch 1780 | loss: 0.0311522 | val_loss: 0.0311736 | Time: 1860.34 ms
[2021-11-01 13:06:50 main:581] : INFO : Epoch 1781 | loss: 0.0311513 | val_loss: 0.0311706 | Time: 1860.07 ms
[2021-11-01 13:06:52 main:581] : INFO : Epoch 1782 | loss: 0.0311497 | val_loss: 0.0311743 | Time: 1869.03 ms
[2021-11-01 13:06:54 main:581] : INFO : Epoch 1783 | loss: 0.0311501 | val_loss: 0.0311689 | Time: 1923.76 ms
[2021-11-01 13:06:56 main:581] : INFO : Epoch 1784 | loss: 0.0311489 | val_loss: 0.0311729 | Time: 1889.14 ms
[2021-11-01 13:06:58 main:581] : INFO : Epoch 1785 | loss: 0.0311476 | val_loss: 0.0311749 | Time: 1870.55 ms
[2021-11-01 13:06:59 main:581] : INFO : Epoch 1786 | loss: 0.0311474 | val_loss: 0.0311769 | Time: 1905.51 ms
[2021-11-01 13:07:01 main:581] : INFO : Epoch 1787 | loss: 0.0311468 | val_loss: 0.0311748 | Time: 1939.48 ms
[2021-11-01 13:07:03 main:581] : INFO : Epoch 1788 | loss: 0.0311483 | val_loss: 0.0311774 | Time: 1928.14 ms
[2021-11-01 13:07:05 main:581] : INFO : Epoch 1789 | loss: 0.0311471 | val_loss: 0.0311725 | Time: 1937.14 ms
[2021-11-01 13:07:07 main:581] : INFO : Epoch 1790 | loss: 0.0311458 | val_loss: 0.0311744 | Time: 1957.89 ms
[2021-11-01 13:07:09 main:581] : INFO : Epoch 1791 | loss: 0.0311453 | val_loss: 0.0311809 | Time: 1933.23 ms
[2021-11-01 13:07:11 main:581] : INFO : Epoch 1792 | loss: 0.0311436 | val_loss: 0.0311788 | Time: 1958.48 ms
[2021-11-01 13:07:13 main:581] : INFO : Epoch 1793 | loss: 0.0311441 | val_loss: 0.0311791 | Time: 1904.55 ms
[2021-11-01 13:07:15 main:581] : INFO : Epoch 1794 | loss: 0.0311466 | val_loss: 0.0311764 | Time: 1891.86 ms
[2021-11-01 13:07:17 main:581] : INFO : Epoch 1795 | loss: 0.0311463 | val_loss: 0.0311771 | Time: 1891.98 ms
[2021-11-01 13:07:19 main:581] : INFO : Epoch 1796 | loss: 0.0311446 | val_loss: 0.0311833 | Time: 1872.41 ms
[2021-11-01 13:07:21 main:581] : INFO : Epoch 1797 | loss: 0.0311451 | val_loss: 0.0311797 | Time: 1872.18 ms
[2021-11-01 13:07:22 main:581] : INFO : Epoch 1798 | loss: 0.0311429 | val_loss: 0.0311759 | Time: 1886.51 ms
[2021-11-01 13:07:24 main:581] : INFO : Epoch 1799 | loss: 0.0311423 | val_loss: 0.0311789 | Time: 1934.58 ms
[2021-11-01 13:07:26 main:581] : INFO : Epoch 1800 | loss: 0.0311421 | val_loss: 0.0311773 | Time: 1935.46 ms
[2021-11-01 13:07:28 main:581] : INFO : Epoch 1801 | loss: 0.0311419 | val_loss: 0.0311763 | Time: 1936.57 ms
[2021-11-01 13:07:30 main:581] : INFO : Epoch 1802 | loss: 0.0311413 | val_loss: 0.0311766 | Time: 1945.11 ms
[2021-11-01 13:07:32 main:581] : INFO : Epoch 1803 | loss: 0.0311429 | val_loss: 0.0311739 | Time: 1948.17 ms
[2021-11-01 13:07:34 main:581] : INFO : Epoch 1804 | loss: 0.0311425 | val_loss: 0.0311768 | Time: 1945.78 ms
[2021-11-01 13:07:36 main:581] : INFO : Epoch 1805 | loss: 0.0311418 | val_loss: 0.0311795 | Time: 1916.5 ms
[2021-11-01 13:07:38 main:581] : INFO : Epoch 1806 | loss: 0.0311406 | val_loss: 0.031179 | Time: 1944.82 ms
[2021-11-01 13:07:40 main:581] : INFO : Epoch 1807 | loss: 0.0311412 | val_loss: 0.0311795 | Time: 1956.51 ms
[2021-11-01 13:07:42 main:581] : INFO : Epoch 1808 | loss: 0.0311432 | val_loss: 0.0311765 | Time: 1951.78 ms
[2021-11-01 13:07:44 main:581] : INFO : Epoch 1809 | loss: 0.0311453 | val_loss: 0.031188 | Time: 1957.82 ms
[2021-11-01 13:07:46 main:581] : INFO : Epoch 1810 | loss: 0.0311442 | val_loss: 0.0311817 | Time: 1959.14 ms
[2021-11-01 13:07:48 main:581] : INFO : Epoch 1811 | loss: 0.0311465 | val_loss: 0.0311807 | Time: 1951.5 ms
[2021-11-01 13:07:50 main:581] : INFO : Epoch 1812 | loss: 0.0311516 | val_loss: 0.0311775 | Time: 1897.85 ms
[2021-11-01 13:07:52 main:581] : INFO : Epoch 1813 | loss: 0.031148 | val_loss: 0.0311758 | Time: 1936.28 ms
[2021-11-01 13:07:53 main:581] : INFO : Epoch 1814 | loss: 0.0311473 | val_loss: 0.0311787 | Time: 1915.85 ms
[2021-11-01 13:07:55 main:581] : INFO : Epoch 1815 | loss: 0.0311452 | val_loss: 0.0311767 | Time: 1949.29 ms
[2021-11-01 13:07:57 main:581] : INFO : Epoch 1816 | loss: 0.0311447 | val_loss: 0.0311826 | Time: 1960.01 ms
[2021-11-01 13:07:59 main:581] : INFO : Epoch 1817 | loss: 0.0311488 | val_loss: 0.0311771 | Time: 1894.8 ms
[2021-11-01 13:08:01 main:581] : INFO : Epoch 1818 | loss: 0.0311509 | val_loss: 0.0311795 | Time: 1860.12 ms
[2021-11-01 13:08:03 main:581] : INFO : Epoch 1819 | loss: 0.0311497 | val_loss: 0.0311802 | Time: 1979.05 ms
[2021-11-01 13:08:05 main:581] : INFO : Epoch 1820 | loss: 0.031148 | val_loss: 0.0311782 | Time: 1957.27 ms
[2021-11-01 13:08:07 main:581] : INFO : Epoch 1821 | loss: 0.0311457 | val_loss: 0.0311778 | Time: 1913.68 ms
[2021-11-01 13:08:09 main:581] : INFO : Epoch 1822 | loss: 0.0311444 | val_loss: 0.0311794 | Time: 1902.88 ms
[2021-11-01 13:08:11 main:581] : INFO : Epoch 1823 | loss: 0.0311504 | val_loss: 0.0311782 | Time: 1848.95 ms
[2021-11-01 13:08:13 main:581] : INFO : Epoch 1824 | loss: 0.0311534 | val_loss: 0.0311755 | Time: 1848.13 ms
[2021-11-01 13:08:14 main:581] : INFO : Epoch 1825 | loss: 0.0311504 | val_loss: 0.0311754 | Time: 1851.37 ms
[2021-11-01 13:08:16 main:581] : INFO : Epoch 1826 | loss: 0.0311521 | val_loss: 0.0311769 | Time: 1853.18 ms
[2021-11-01 13:08:18 main:581] : INFO : Epoch 1827 | loss: 0.03115 | val_loss: 0.0311801 | Time: 1902.92 ms
[2021-11-01 13:08:20 main:581] : INFO : Epoch 1828 | loss: 0.0311467 | val_loss: 0.0311815 | Time: 1871.21 ms
[2021-11-01 13:08:22 main:581] : INFO : Epoch 1829 | loss: 0.0311466 | val_loss: 0.0311766 | Time: 1959.45 ms
[2021-11-01 13:08:24 main:581] : INFO : Epoch 1830 | loss: 0.031147 | val_loss: 0.0311807 | Time: 1951.17 ms
[2021-11-01 13:08:26 main:581] : INFO : Epoch 1831 | loss: 0.0311466 | val_loss: 0.0311814 | Time: 1955.42 ms
[2021-11-01 13:08:28 main:581] : INFO : Epoch 1832 | loss: 0.0311433 | val_loss: 0.0311784 | Time: 1958.7 ms
[2021-11-01 13:08:30 main:581] : INFO : Epoch 1833 | loss: 0.0311429 | val_loss: 0.0311814 | Time: 1938.76 ms
[2021-11-01 13:08:32 main:581] : INFO : Epoch 1834 | loss: 0.0311433 | val_loss: 0.0311789 | Time: 1943.19 ms
[2021-11-01 13:08:34 main:581] : INFO : Epoch 1835 | loss: 0.0311416 | val_loss: 0.0311801 | Time: 1885.94 ms
[2021-11-01 13:08:36 main:581] : INFO : Epoch 1836 | loss: 0.0311428 | val_loss: 0.0311825 | Time: 1869 ms
[2021-11-01 13:08:37 main:581] : INFO : Epoch 1837 | loss: 0.0311429 | val_loss: 0.0311862 | Time: 1861.98 ms
[2021-11-01 13:08:39 main:581] : INFO : Epoch 1838 | loss: 0.0311426 | val_loss: 0.0311852 | Time: 1864.27 ms
[2021-11-01 13:08:41 main:581] : INFO : Epoch 1839 | loss: 0.0311424 | val_loss: 0.0311804 | Time: 1936.29 ms
[2021-11-01 13:08:43 main:581] : INFO : Epoch 1840 | loss: 0.0311473 | val_loss: 0.0311826 | Time: 1926.83 ms
[2021-11-01 13:08:45 main:581] : INFO : Epoch 1841 | loss: 0.0311492 | val_loss: 0.0311771 | Time: 1869.38 ms
[2021-11-01 13:08:47 main:581] : INFO : Epoch 1842 | loss: 0.0311473 | val_loss: 0.0311808 | Time: 1890.24 ms
[2021-11-01 13:08:49 main:581] : INFO : Epoch 1843 | loss: 0.031146 | val_loss: 0.031181 | Time: 1958.71 ms
[2021-11-01 13:08:51 main:581] : INFO : Epoch 1844 | loss: 0.0311457 | val_loss: 0.0311833 | Time: 1933.85 ms
[2021-11-01 13:08:53 main:581] : INFO : Epoch 1845 | loss: 0.0311443 | val_loss: 0.0311852 | Time: 1960.06 ms
[2021-11-01 13:08:55 main:581] : INFO : Epoch 1846 | loss: 0.0311442 | val_loss: 0.0311843 | Time: 1972.83 ms
[2021-11-01 13:08:57 main:581] : INFO : Epoch 1847 | loss: 0.0311438 | val_loss: 0.0311829 | Time: 1936.52 ms
[2021-11-01 13:08:59 main:581] : INFO : Epoch 1848 | loss: 0.0311443 | val_loss: 0.0311821 | Time: 1911.29 ms
[2021-11-01 13:09:00 main:581] : INFO : Epoch 1849 | loss: 0.0311484 | val_loss: 0.0311852 | Time: 1933.04 ms
[2021-11-01 13:09:02 main:581] : INFO : Epoch 1850 | loss: 0.031147 | val_loss: 0.0311789 | Time: 1938.15 ms
[2021-11-01 13:09:04 main:581] : INFO : Epoch 1851 | loss: 0.0311463 | val_loss: 0.0311798 | Time: 1954.53 ms
[2021-11-01 13:09:06 main:581] : INFO : Epoch 1852 | loss: 0.0311462 | val_loss: 0.0311786 | Time: 1938.28 ms
[2021-11-01 13:09:08 main:581] : INFO : Epoch 1853 | loss: 0.0311479 | val_loss: 0.0311812 | Time: 1967.1 ms
[2021-11-01 13:09:10 main:581] : INFO : Epoch 1854 | loss: 0.0311628 | val_loss: 0.0311781 | Time: 1944.7 ms
[2021-11-01 13:09:12 main:581] : INFO : Epoch 1855 | loss: 0.0311625 | val_loss: 0.0311765 | Time: 1946.74 ms
[2021-11-01 13:09:14 main:581] : INFO : Epoch 1856 | loss: 0.0311606 | val_loss: 0.0311752 | Time: 1938.19 ms
[2021-11-01 13:09:16 main:581] : INFO : Epoch 1857 | loss: 0.0311594 | val_loss: 0.0311745 | Time: 1938.07 ms
[2021-11-01 13:09:18 main:581] : INFO : Epoch 1858 | loss: 0.0311571 | val_loss: 0.0311751 | Time: 1935.26 ms
[2021-11-01 13:09:20 main:581] : INFO : Epoch 1859 | loss: 0.0311547 | val_loss: 0.0311746 | Time: 1960.49 ms
[2021-11-01 13:09:22 main:581] : INFO : Epoch 1860 | loss: 0.0311547 | val_loss: 0.0311747 | Time: 1935.27 ms
[2021-11-01 13:09:24 main:581] : INFO : Epoch 1861 | loss: 0.0311533 | val_loss: 0.0311762 | Time: 1952.54 ms
[2021-11-01 13:09:26 main:581] : INFO : Epoch 1862 | loss: 0.0311521 | val_loss: 0.0311747 | Time: 1954.51 ms
[2021-11-01 13:09:28 main:581] : INFO : Epoch 1863 | loss: 0.0311529 | val_loss: 0.0311773 | Time: 1956.4 ms
[2021-11-01 13:09:30 main:581] : INFO : Epoch 1864 | loss: 0.0311534 | val_loss: 0.0311758 | Time: 1955.27 ms
[2021-11-01 13:09:32 main:581] : INFO : Epoch 1865 | loss: 0.0311518 | val_loss: 0.0311771 | Time: 1952.38 ms
[2021-11-01 13:09:34 main:581] : INFO : Epoch 1866 | loss: 0.0311523 | val_loss: 0.0311747 | Time: 1954.42 ms
[2021-11-01 13:09:36 main:581] : INFO : Epoch 1867 | loss: 0.031152 | val_loss: 0.0311754 | Time: 1943.55 ms
[2021-11-01 13:09:37 main:581] : INFO : Epoch 1868 | loss: 0.0311499 | val_loss: 0.031175 | Time: 1937 ms
[2021-11-01 13:09:39 main:581] : INFO : Epoch 1869 | loss: 0.0311486 | val_loss: 0.031174 | Time: 1954.89 ms
[2021-11-01 13:09:41 main:581] : INFO : Epoch 1870 | loss: 0.0311493 | val_loss: 0.0311847 | Time: 1954.66 ms
[2021-11-01 13:09:43 main:581] : INFO : Epoch 1871 | loss: 0.031153 | val_loss: 0.0311747 | Time: 1961.66 ms
[2021-11-01 13:09:45 main:581] : INFO : Epoch 1872 | loss: 0.0311469 | val_loss: 0.0311761 | Time: 1953.62 ms
[2021-11-01 13:09:47 main:581] : INFO : Epoch 1873 | loss: 0.0311459 | val_loss: 0.0311795 | Time: 1964.01 ms
[2021-11-01 13:09:49 main:581] : INFO : Epoch 1874 | loss: 0.031145 | val_loss: 0.031177 | Time: 1958.07 ms
[2021-11-01 13:09:51 main:581] : INFO : Epoch 1875 | loss: 0.0311441 | val_loss: 0.0311826 | Time: 1931.36 ms
[2021-11-01 13:09:53 main:581] : INFO : Epoch 1876 | loss: 0.0311438 | val_loss: 0.0311766 | Time: 1954.31 ms
[2021-11-01 13:09:55 main:581] : INFO : Epoch 1877 | loss: 0.0311466 | val_loss: 0.0311777 | Time: 1952.01 ms
[2021-11-01 13:09:57 main:581] : INFO : Epoch 1878 | loss: 0.0311558 | val_loss: 0.0311739 | Time: 1940.41 ms
[2021-11-01 13:09:59 main:581] : INFO : Epoch 1879 | loss: 0.0311542 | val_loss: 0.0311754 | Time: 1938.23 ms
[2021-11-01 13:10:01 main:581] : INFO : Epoch 1880 | loss: 0.0311525 | val_loss: 0.0311777 | Time: 1945.52 ms
[2021-11-01 13:10:03 main:581] : INFO : Epoch 1881 | loss: 0.031152 | val_loss: 0.03117 | Time: 1944.27 ms
[2021-11-01 13:10:05 main:581] : INFO : Epoch 1882 | loss: 0.0311503 | val_loss: 0.031175 | Time: 1954.05 ms
[2021-11-01 13:10:07 main:581] : INFO : Epoch 1883 | loss: 0.03115 | val_loss: 0.0311709 | Time: 1944.52 ms
[2021-11-01 13:10:09 main:581] : INFO : Epoch 1884 | loss: 0.0311498 | val_loss: 0.0311709 | Time: 1942.78 ms
[2021-11-01 13:10:11 main:581] : INFO : Epoch 1885 | loss: 0.0311501 | val_loss: 0.0311772 | Time: 1951.89 ms
[2021-11-01 13:10:13 main:581] : INFO : Epoch 1886 | loss: 0.0311495 | val_loss: 0.0311707 | Time: 1943.51 ms
[2021-11-01 13:10:15 main:581] : INFO : Epoch 1887 | loss: 0.0311469 | val_loss: 0.031171 | Time: 1950.73 ms
[2021-11-01 13:10:16 main:581] : INFO : Epoch 1888 | loss: 0.0311464 | val_loss: 0.0311743 | Time: 1942.77 ms
[2021-11-01 13:10:18 main:581] : INFO : Epoch 1889 | loss: 0.0311455 | val_loss: 0.031171 | Time: 1941 ms
[2021-11-01 13:10:20 main:581] : INFO : Epoch 1890 | loss: 0.0311452 | val_loss: 0.0311744 | Time: 1942.38 ms
[2021-11-01 13:10:22 main:581] : INFO : Epoch 1891 | loss: 0.0311448 | val_loss: 0.0311728 | Time: 1948.6 ms
[2021-11-01 13:10:24 main:581] : INFO : Epoch 1892 | loss: 0.0311445 | val_loss: 0.031171 | Time: 1947.1 ms
[2021-11-01 13:10:26 main:581] : INFO : Epoch 1893 | loss: 0.0311431 | val_loss: 0.0311755 | Time: 1940.93 ms
[2021-11-01 13:10:28 main:581] : INFO : Epoch 1894 | loss: 0.0311436 | val_loss: 0.0311731 | Time: 1932.75 ms
[2021-11-01 13:10:30 main:581] : INFO : Epoch 1895 | loss: 0.0311439 | val_loss: 0.0311771 | Time: 1933.6 ms
[2021-11-01 13:10:32 main:581] : INFO : Epoch 1896 | loss: 0.0311427 | val_loss: 0.03118 | Time: 1903.66 ms
[2021-11-01 13:10:34 main:581] : INFO : Epoch 1897 | loss: 0.0311413 | val_loss: 0.0311751 | Time: 1869.35 ms
[2021-11-01 13:10:36 main:581] : INFO : Epoch 1898 | loss: 0.0311431 | val_loss: 0.0311753 | Time: 1869.88 ms
[2021-11-01 13:10:38 main:581] : INFO : Epoch 1899 | loss: 0.0311438 | val_loss: 0.0311719 | Time: 1869.64 ms
[2021-11-01 13:10:40 main:581] : INFO : Epoch 1900 | loss: 0.0311451 | val_loss: 0.0311847 | Time: 1919.25 ms
[2021-11-01 13:10:41 main:581] : INFO : Epoch 1901 | loss: 0.0311442 | val_loss: 0.0311726 | Time: 1939.93 ms
[2021-11-01 13:10:43 main:581] : INFO : Epoch 1902 | loss: 0.0311422 | val_loss: 0.0311824 | Time: 1872.91 ms
[2021-11-01 13:10:45 main:581] : INFO : Epoch 1903 | loss: 0.0311429 | val_loss: 0.031178 | Time: 1930.08 ms
[2021-11-01 13:10:47 main:581] : INFO : Epoch 1904 | loss: 0.0311437 | val_loss: 0.0311788 | Time: 1885.77 ms
[2021-11-01 13:10:49 main:581] : INFO : Epoch 1905 | loss: 0.0311434 | val_loss: 0.0311759 | Time: 1867.8 ms
[2021-11-01 13:10:51 main:581] : INFO : Epoch 1906 | loss: 0.0311425 | val_loss: 0.0311757 | Time: 1866.35 ms
[2021-11-01 13:10:53 main:581] : INFO : Epoch 1907 | loss: 0.0311407 | val_loss: 0.031173 | Time: 1937.46 ms
[2021-11-01 13:10:55 main:581] : INFO : Epoch 1908 | loss: 0.0311422 | val_loss: 0.031175 | Time: 1938.52 ms
[2021-11-01 13:10:57 main:581] : INFO : Epoch 1909 | loss: 0.0311403 | val_loss: 0.0311774 | Time: 1866.54 ms
[2021-11-01 13:10:58 main:581] : INFO : Epoch 1910 | loss: 0.0311406 | val_loss: 0.0311784 | Time: 1860.22 ms
[2021-11-01 13:11:00 main:581] : INFO : Epoch 1911 | loss: 0.031143 | val_loss: 0.0311793 | Time: 1861.72 ms
[2021-11-01 13:11:02 main:581] : INFO : Epoch 1912 | loss: 0.0311439 | val_loss: 0.0311773 | Time: 1862.28 ms
[2021-11-01 13:11:04 main:581] : INFO : Epoch 1913 | loss: 0.0311439 | val_loss: 0.0311796 | Time: 1860.27 ms
[2021-11-01 13:11:06 main:581] : INFO : Epoch 1914 | loss: 0.0311445 | val_loss: 0.031179 | Time: 1864.37 ms
[2021-11-01 13:11:08 main:581] : INFO : Epoch 1915 | loss: 0.0311503 | val_loss: 0.0311755 | Time: 1865.43 ms
[2021-11-01 13:11:10 main:581] : INFO : Epoch 1916 | loss: 0.0311509 | val_loss: 0.0311763 | Time: 1863.04 ms
[2021-11-01 13:11:12 main:581] : INFO : Epoch 1917 | loss: 0.031145 | val_loss: 0.0311759 | Time: 1863.92 ms
[2021-11-01 13:11:13 main:581] : INFO : Epoch 1918 | loss: 0.0311458 | val_loss: 0.0311794 | Time: 1864.51 ms
[2021-11-01 13:11:15 main:581] : INFO : Epoch 1919 | loss: 0.031145 | val_loss: 0.0311776 | Time: 1935.35 ms
[2021-11-01 13:11:17 main:581] : INFO : Epoch 1920 | loss: 0.0311443 | val_loss: 0.0311809 | Time: 1894.95 ms
[2021-11-01 13:11:19 main:581] : INFO : Epoch 1921 | loss: 0.0311468 | val_loss: 0.0311785 | Time: 1952.34 ms
[2021-11-01 13:11:21 main:581] : INFO : Epoch 1922 | loss: 0.0311444 | val_loss: 0.0311741 | Time: 1932.77 ms
[2021-11-01 13:11:23 main:581] : INFO : Epoch 1923 | loss: 0.0311436 | val_loss: 0.031175 | Time: 1936.61 ms
[2021-11-01 13:11:25 main:581] : INFO : Epoch 1924 | loss: 0.0311409 | val_loss: 0.0311788 | Time: 1940.48 ms
[2021-11-01 13:11:27 main:581] : INFO : Epoch 1925 | loss: 0.0311417 | val_loss: 0.0311761 | Time: 1956.27 ms
[2021-11-01 13:11:29 main:581] : INFO : Epoch 1926 | loss: 0.0311405 | val_loss: 0.0311763 | Time: 1921.76 ms
[2021-11-01 13:11:31 main:581] : INFO : Epoch 1927 | loss: 0.0311397 | val_loss: 0.0311753 | Time: 1901.52 ms
[2021-11-01 13:11:33 main:581] : INFO : Epoch 1928 | loss: 0.0311409 | val_loss: 0.0311724 | Time: 1872.36 ms
[2021-11-01 13:11:34 main:581] : INFO : Epoch 1929 | loss: 0.0311439 | val_loss: 0.0311732 | Time: 1866.51 ms
[2021-11-01 13:11:36 main:581] : INFO : Epoch 1930 | loss: 0.0311425 | val_loss: 0.0311733 | Time: 1863.71 ms
[2021-11-01 13:11:38 main:581] : INFO : Epoch 1931 | loss: 0.0311459 | val_loss: 0.0311751 | Time: 1862.23 ms
[2021-11-01 13:11:40 main:581] : INFO : Epoch 1932 | loss: 0.0311474 | val_loss: 0.0311718 | Time: 1855.66 ms
[2021-11-01 13:11:42 main:581] : INFO : Epoch 1933 | loss: 0.0311465 | val_loss: 0.0311729 | Time: 1856.11 ms
[2021-11-01 13:11:44 main:581] : INFO : Epoch 1934 | loss: 0.0311466 | val_loss: 0.0311725 | Time: 1859.05 ms
[2021-11-01 13:11:46 main:581] : INFO : Epoch 1935 | loss: 0.0311443 | val_loss: 0.0311717 | Time: 1865.79 ms
[2021-11-01 13:11:48 main:581] : INFO : Epoch 1936 | loss: 0.0311432 | val_loss: 0.0311718 | Time: 1863.71 ms
[2021-11-01 13:11:49 main:581] : INFO : Epoch 1937 | loss: 0.0311421 | val_loss: 0.0311768 | Time: 1897.23 ms
[2021-11-01 13:11:51 main:581] : INFO : Epoch 1938 | loss: 0.0311395 | val_loss: 0.0311729 | Time: 1876.84 ms
[2021-11-01 13:11:53 main:581] : INFO : Epoch 1939 | loss: 0.0311389 | val_loss: 0.0311813 | Time: 1929.44 ms
[2021-11-01 13:11:55 main:581] : INFO : Epoch 1940 | loss: 0.0311427 | val_loss: 0.0311766 | Time: 1903.11 ms
[2021-11-01 13:11:57 main:581] : INFO : Epoch 1941 | loss: 0.0311393 | val_loss: 0.0311746 | Time: 1858.81 ms
[2021-11-01 13:11:59 main:581] : INFO : Epoch 1942 | loss: 0.0311381 | val_loss: 0.0311757 | Time: 1905.91 ms
[2021-11-01 13:12:01 main:581] : INFO : Epoch 1943 | loss: 0.0311415 | val_loss: 0.0311722 | Time: 1885.88 ms
[2021-11-01 13:12:03 main:581] : INFO : Epoch 1944 | loss: 0.0311399 | val_loss: 0.031168 | Time: 1888.82 ms
[2021-11-01 13:12:05 main:581] : INFO : Epoch 1945 | loss: 0.031141 | val_loss: 0.0311703 | Time: 1934.83 ms
[2021-11-01 13:12:06 main:581] : INFO : Epoch 1946 | loss: 0.0311426 | val_loss: 0.0311708 | Time: 1896.59 ms
[2021-11-01 13:12:08 main:581] : INFO : Epoch 1947 | loss: 0.0311396 | val_loss: 0.0311699 | Time: 1899.42 ms
[2021-11-01 13:12:10 main:581] : INFO : Epoch 1948 | loss: 0.0311387 | val_loss: 0.0311692 | Time: 1898.78 ms
[2021-11-01 13:12:12 main:581] : INFO : Epoch 1949 | loss: 0.0311387 | val_loss: 0.0311683 | Time: 1889.52 ms
[2021-11-01 13:12:14 main:581] : INFO : Epoch 1950 | loss: 0.0311425 | val_loss: 0.0311724 | Time: 1946.7 ms
[2021-11-01 13:12:16 main:581] : INFO : Epoch 1951 | loss: 0.0311508 | val_loss: 0.0311671 | Time: 1940.55 ms
[2021-11-01 13:12:18 main:581] : INFO : Epoch 1952 | loss: 0.031152 | val_loss: 0.0311672 | Time: 1858.34 ms
[2021-11-01 13:12:20 main:581] : INFO : Epoch 1953 | loss: 0.0311488 | val_loss: 0.0311703 | Time: 1886.4 ms
[2021-11-01 13:12:22 main:581] : INFO : Epoch 1954 | loss: 0.0311448 | val_loss: 0.0311678 | Time: 1939.31 ms
[2021-11-01 13:12:24 main:581] : INFO : Epoch 1955 | loss: 0.0311439 | val_loss: 0.0311697 | Time: 1939.46 ms
[2021-11-01 13:12:26 main:581] : INFO : Epoch 1956 | loss: 0.0311442 | val_loss: 0.0311737 | Time: 1926.41 ms
[2021-11-01 13:12:27 main:581] : INFO : Epoch 1957 | loss: 0.0311468 | val_loss: 0.0311769 | Time: 1863.09 ms
[2021-11-01 13:12:29 main:581] : INFO : Epoch 1958 | loss: 0.0311437 | val_loss: 0.0311772 | Time: 1873.32 ms
[2021-11-01 13:12:31 main:581] : INFO : Epoch 1959 | loss: 0.0311429 | val_loss: 0.0311718 | Time: 1919.84 ms
[2021-11-01 13:12:33 main:581] : INFO : Epoch 1960 | loss: 0.031144 | val_loss: 0.0311753 | Time: 1932.98 ms
[2021-11-01 13:12:35 main:581] : INFO : Epoch 1961 | loss: 0.0311424 | val_loss: 0.0311751 | Time: 1926.77 ms
[2021-11-01 13:12:37 main:581] : INFO : Epoch 1962 | loss: 0.0311434 | val_loss: 0.0311739 | Time: 1861.92 ms
[2021-11-01 13:12:39 main:581] : INFO : Epoch 1963 | loss: 0.0311413 | val_loss: 0.0311751 | Time: 1926.54 ms
[2021-11-01 13:12:41 main:581] : INFO : Epoch 1964 | loss: 0.0311415 | val_loss: 0.0311738 | Time: 1940.97 ms
[2021-11-01 13:12:43 main:581] : INFO : Epoch 1965 | loss: 0.0311405 | val_loss: 0.0311735 | Time: 1941 ms
[2021-11-01 13:12:45 main:581] : INFO : Epoch 1966 | loss: 0.0311386 | val_loss: 0.0311711 | Time: 1944.24 ms
[2021-11-01 13:12:47 main:581] : INFO : Epoch 1967 | loss: 0.0311398 | val_loss: 0.0311803 | Time: 1937.65 ms
[2021-11-01 13:12:49 main:581] : INFO : Epoch 1968 | loss: 0.0311422 | val_loss: 0.031177 | Time: 1940.38 ms
[2021-11-01 13:12:51 main:581] : INFO : Epoch 1969 | loss: 0.0311418 | val_loss: 0.0311747 | Time: 1865.73 ms
[2021-11-01 13:12:52 main:581] : INFO : Epoch 1970 | loss: 0.0311388 | val_loss: 0.0311731 | Time: 1916.01 ms
[2021-11-01 13:12:54 main:581] : INFO : Epoch 1971 | loss: 0.0311403 | val_loss: 0.0311739 | Time: 1919.9 ms
[2021-11-01 13:12:56 main:581] : INFO : Epoch 1972 | loss: 0.031141 | val_loss: 0.0311757 | Time: 1961.94 ms
[2021-11-01 13:12:58 main:581] : INFO : Epoch 1973 | loss: 0.0311405 | val_loss: 0.0311753 | Time: 1939.87 ms
[2021-11-01 13:13:00 main:581] : INFO : Epoch 1974 | loss: 0.0311402 | val_loss: 0.031173 | Time: 1900.02 ms
[2021-11-01 13:13:02 main:581] : INFO : Epoch 1975 | loss: 0.0311401 | val_loss: 0.0311738 | Time: 1938.93 ms
[2021-11-01 13:13:04 main:581] : INFO : Epoch 1976 | loss: 0.0311413 | val_loss: 0.0311776 | Time: 1940.61 ms
[2021-11-01 13:13:06 main:581] : INFO : Epoch 1977 | loss: 0.0311437 | val_loss: 0.0311784 | Time: 1925.56 ms
[2021-11-01 13:13:08 main:581] : INFO : Epoch 1978 | loss: 0.0311441 | val_loss: 0.0311762 | Time: 1866.84 ms
[2021-11-01 13:13:10 main:581] : INFO : Epoch 1979 | loss: 0.031145 | val_loss: 0.0311731 | Time: 1866.55 ms
[2021-11-01 13:13:12 main:581] : INFO : Epoch 1980 | loss: 0.0311478 | val_loss: 0.0311724 | Time: 1853.44 ms
[2021-11-01 13:13:13 main:581] : INFO : Epoch 1981 | loss: 0.0311458 | val_loss: 0.0311761 | Time: 1871.07 ms
[2021-11-01 13:13:15 main:581] : INFO : Epoch 1982 | loss: 0.0311448 | val_loss: 0.0311756 | Time: 1936.77 ms
[2021-11-01 13:13:17 main:581] : INFO : Epoch 1983 | loss: 0.0311427 | val_loss: 0.0311762 | Time: 1862.56 ms
[2021-11-01 13:13:19 main:581] : INFO : Epoch 1984 | loss: 0.0311424 | val_loss: 0.031173 | Time: 1911.44 ms
[2021-11-01 13:13:21 main:581] : INFO : Epoch 1985 | loss: 0.0311415 | val_loss: 0.0311792 | Time: 1952.17 ms
[2021-11-01 13:13:23 main:581] : INFO : Epoch 1986 | loss: 0.0311392 | val_loss: 0.0311733 | Time: 1907.75 ms
[2021-11-01 13:13:25 main:581] : INFO : Epoch 1987 | loss: 0.0311379 | val_loss: 0.0311779 | Time: 1863.54 ms
[2021-11-01 13:13:27 main:581] : INFO : Epoch 1988 | loss: 0.0311364 | val_loss: 0.0311734 | Time: 1870.52 ms
[2021-11-01 13:13:29 main:581] : INFO : Epoch 1989 | loss: 0.0311369 | val_loss: 0.031177 | Time: 1870.16 ms
[2021-11-01 13:13:31 main:581] : INFO : Epoch 1990 | loss: 0.0311366 | val_loss: 0.0311747 | Time: 1920.15 ms
[2021-11-01 13:13:32 main:581] : INFO : Epoch 1991 | loss: 0.0311373 | val_loss: 0.031174 | Time: 1905.34 ms
[2021-11-01 13:13:34 main:581] : INFO : Epoch 1992 | loss: 0.0311371 | val_loss: 0.0311787 | Time: 1843.09 ms
[2021-11-01 13:13:36 main:581] : INFO : Epoch 1993 | loss: 0.0311381 | val_loss: 0.0311801 | Time: 1874.59 ms
[2021-11-01 13:13:38 main:581] : INFO : Epoch 1994 | loss: 0.0311419 | val_loss: 0.0311767 | Time: 1866.54 ms
[2021-11-01 13:13:40 main:581] : INFO : Epoch 1995 | loss: 0.03114 | val_loss: 0.0311718 | Time: 1866.92 ms
[2021-11-01 13:13:42 main:581] : INFO : Epoch 1996 | loss: 0.0311392 | val_loss: 0.031176 | Time: 1903.65 ms
[2021-11-01 13:13:44 main:581] : INFO : Epoch 1997 | loss: 0.0311395 | val_loss: 0.0311703 | Time: 1940.17 ms
[2021-11-01 13:13:46 main:581] : INFO : Epoch 1998 | loss: 0.0311372 | val_loss: 0.031174 | Time: 1955.93 ms
[2021-11-01 13:13:48 main:581] : INFO : Epoch 1999 | loss: 0.0311363 | val_loss: 0.0311742 | Time: 1954.65 ms
[2021-11-01 13:13:50 main:581] : INFO : Epoch 2000 | loss: 0.0311364 | val_loss: 0.0311727 | Time: 1956.18 ms
[2021-11-01 13:13:52 main:581] : INFO : Epoch 2001 | loss: 0.0311357 | val_loss: 0.0311739 | Time: 1956.54 ms
[2021-11-01 13:13:53 main:581] : INFO : Epoch 2002 | loss: 0.0311357 | val_loss: 0.0311734 | Time: 1969.12 ms
[2021-11-01 13:13:55 main:581] : INFO : Epoch 2003 | loss: 0.0311369 | val_loss: 0.0311742 | Time: 1940.22 ms
[2021-11-01 13:13:57 main:581] : INFO : Epoch 2004 | loss: 0.0311406 | val_loss: 0.0311802 | Time: 1951.31 ms
[2021-11-01 13:13:59 main:581] : INFO : Epoch 2005 | loss: 0.0311434 | val_loss: 0.0311764 | Time: 1954.82 ms
[2021-11-01 13:14:01 main:581] : INFO : Epoch 2006 | loss: 0.0311413 | val_loss: 0.0311835 | Time: 1947.22 ms
[2021-11-01 13:14:03 main:581] : INFO : Epoch 2007 | loss: 0.0311396 | val_loss: 0.0311781 | Time: 1935.57 ms
[2021-11-01 13:14:05 main:581] : INFO : Epoch 2008 | loss: 0.0311389 | val_loss: 0.0311777 | Time: 1949.19 ms
[2021-11-01 13:14:07 main:581] : INFO : Epoch 2009 | loss: 0.0311443 | val_loss: 0.0311811 | Time: 1947.97 ms
[2021-11-01 13:14:09 main:581] : INFO : Epoch 2010 | loss: 0.0311421 | val_loss: 0.0311748 | Time: 1953.83 ms
[2021-11-01 13:14:11 main:581] : INFO : Epoch 2011 | loss: 0.0311394 | val_loss: 0.0311791 | Time: 1959.41 ms
[2021-11-01 13:14:13 main:581] : INFO : Epoch 2012 | loss: 0.0311384 | val_loss: 0.0311761 | Time: 1908.09 ms
[2021-11-01 13:14:15 main:581] : INFO : Epoch 2013 | loss: 0.0311386 | val_loss: 0.0311753 | Time: 1867.97 ms
[2021-11-01 13:14:17 main:581] : INFO : Epoch 2014 | loss: 0.0311377 | val_loss: 0.0311865 | Time: 1871.37 ms
[2021-11-01 13:14:19 main:581] : INFO : Epoch 2015 | loss: 0.0311417 | val_loss: 0.0311784 | Time: 1888.8 ms
[2021-11-01 13:14:20 main:581] : INFO : Epoch 2016 | loss: 0.0311389 | val_loss: 0.0311766 | Time: 1888.48 ms
[2021-11-01 13:14:22 main:581] : INFO : Epoch 2017 | loss: 0.0311379 | val_loss: 0.0311796 | Time: 1877.99 ms
[2021-11-01 13:14:24 main:581] : INFO : Epoch 2018 | loss: 0.0311394 | val_loss: 0.0311793 | Time: 1912.34 ms
[2021-11-01 13:14:26 main:581] : INFO : Epoch 2019 | loss: 0.0311384 | val_loss: 0.031178 | Time: 1872.52 ms
[2021-11-01 13:14:28 main:581] : INFO : Epoch 2020 | loss: 0.0311364 | val_loss: 0.0311771 | Time: 1872.15 ms
[2021-11-01 13:14:30 main:581] : INFO : Epoch 2021 | loss: 0.0311362 | val_loss: 0.0311756 | Time: 1877.28 ms
[2021-11-01 13:14:32 main:581] : INFO : Epoch 2022 | loss: 0.0311363 | val_loss: 0.0311756 | Time: 1872.9 ms
[2021-11-01 13:14:34 main:581] : INFO : Epoch 2023 | loss: 0.0311362 | val_loss: 0.0311756 | Time: 1904.78 ms
[2021-11-01 13:14:36 main:581] : INFO : Epoch 2024 | loss: 0.0311401 | val_loss: 0.0311822 | Time: 1949.44 ms
[2021-11-01 13:14:38 main:581] : INFO : Epoch 2025 | loss: 0.0311438 | val_loss: 0.0311937 | Time: 1927.48 ms
[2021-11-01 13:14:39 main:581] : INFO : Epoch 2026 | loss: 0.0311485 | val_loss: 0.0311798 | Time: 1933.73 ms
[2021-11-01 13:14:41 main:581] : INFO : Epoch 2027 | loss: 0.0311456 | val_loss: 0.0311746 | Time: 1947.13 ms
[2021-11-01 13:14:43 main:581] : INFO : Epoch 2028 | loss: 0.0311413 | val_loss: 0.0311834 | Time: 1921.46 ms
[2021-11-01 13:14:45 main:581] : INFO : Epoch 2029 | loss: 0.0311399 | val_loss: 0.0311803 | Time: 1849.93 ms
[2021-11-01 13:14:47 main:581] : INFO : Epoch 2030 | loss: 0.0311367 | val_loss: 0.0311783 | Time: 1852.48 ms
[2021-11-01 13:14:49 main:581] : INFO : Epoch 2031 | loss: 0.0311383 | val_loss: 0.0311811 | Time: 1956.14 ms
[2021-11-01 13:14:51 main:581] : INFO : Epoch 2032 | loss: 0.0311364 | val_loss: 0.031182 | Time: 1941.64 ms
[2021-11-01 13:14:53 main:581] : INFO : Epoch 2033 | loss: 0.0311338 | val_loss: 0.0311781 | Time: 1897.68 ms
[2021-11-01 13:14:55 main:581] : INFO : Epoch 2034 | loss: 0.0311339 | val_loss: 0.0311837 | Time: 1907.93 ms
[2021-11-01 13:14:57 main:581] : INFO : Epoch 2035 | loss: 0.0311345 | val_loss: 0.0311779 | Time: 1968.68 ms
[2021-11-01 13:14:59 main:581] : INFO : Epoch 2036 | loss: 0.0311338 | val_loss: 0.031183 | Time: 1977.37 ms
[2021-11-01 13:15:01 main:581] : INFO : Epoch 2037 | loss: 0.0311345 | val_loss: 0.0311802 | Time: 1948.85 ms
[2021-11-01 13:15:03 main:581] : INFO : Epoch 2038 | loss: 0.0311357 | val_loss: 0.0311777 | Time: 1964.75 ms
[2021-11-01 13:15:05 main:581] : INFO : Epoch 2039 | loss: 0.0311348 | val_loss: 0.0311779 | Time: 1965.19 ms
[2021-11-01 13:15:06 main:581] : INFO : Epoch 2040 | loss: 0.0311347 | val_loss: 0.0311764 | Time: 1911.57 ms
[2021-11-01 13:15:08 main:581] : INFO : Epoch 2041 | loss: 0.0311335 | val_loss: 0.031173 | Time: 1867.13 ms
[2021-11-01 13:15:10 main:581] : INFO : Epoch 2042 | loss: 0.0311358 | val_loss: 0.031172 | Time: 1867.56 ms
[2021-11-01 13:15:12 main:581] : INFO : Epoch 2043 | loss: 0.0311355 | val_loss: 0.0311749 | Time: 1923.69 ms
[2021-11-01 13:15:14 main:581] : INFO : Epoch 2044 | loss: 0.0311357 | val_loss: 0.0311775 | Time: 1950.96 ms
[2021-11-01 13:15:16 main:581] : INFO : Epoch 2045 | loss: 0.0311388 | val_loss: 0.0311735 | Time: 1947.07 ms
[2021-11-01 13:15:18 main:581] : INFO : Epoch 2046 | loss: 0.0311452 | val_loss: 0.0311743 | Time: 1945.21 ms
[2021-11-01 13:15:20 main:581] : INFO : Epoch 2047 | loss: 0.0311472 | val_loss: 0.0311731 | Time: 1940.2 ms
[2021-11-01 13:15:22 main:581] : INFO : Epoch 2048 | loss: 0.0311528 | val_loss: 0.0311762 | Time: 1895.52 ms
[2021-11-01 13:15:22 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311762
[2021-11-01 13:15:22 main:610] : INFO : Saving end state to config to file
[2021-11-01 13:15:22 main:615] : INFO : Success, exiting..
13:15:22 (3860342): 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)