Task 13701754
| Name | ParityModified-1647040892-7785-2-0_0 |
| Workunit | 10791978 |
| Created | 24 Mar 2022, 9:35:46 UTC |
| Sent | 1 Apr 2022, 8:54:26 UTC |
| Report deadline | 9 Apr 2022, 8:54:26 UTC |
| Received | 1 Apr 2022, 11:02:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15842 |
| Run time | 59 min 7 sec |
| CPU time | 58 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> poch 1542 | loss: 0.0311544 | val_loss: 0.0311745 | Time: 1982.75 ms [2022-04-01 03:45:22 main:574] : INFO : Epoch 1543 | loss: 0.0311536 | val_loss: 0.0311756 | Time: 1890.56 ms [2022-04-01 03:45:24 main:574] : INFO : Epoch 1544 | loss: 0.0311575 | val_loss: 0.0311832 | Time: 1882.15 ms [2022-04-01 03:45:26 main:574] : INFO : Epoch 1545 | loss: 0.0311568 | val_loss: 0.0311763 | Time: 1934.87 ms [2022-04-01 03:45:28 main:574] : INFO : Epoch 1546 | loss: 0.0311551 | val_loss: 0.0311755 | Time: 1913.45 ms [2022-04-01 03:45:30 main:574] : INFO : Epoch 1547 | loss: 0.0311544 | val_loss: 0.0311765 | Time: 1874.34 ms [2022-04-01 03:45:32 main:574] : INFO : Epoch 1548 | loss: 0.0311562 | val_loss: 0.0311798 | Time: 1891.15 ms [2022-04-01 03:45:34 main:574] : INFO : Epoch 1549 | loss: 0.0311588 | val_loss: 0.0311765 | Time: 1947.36 ms [2022-04-01 03:45:36 main:574] : INFO : Epoch 1550 | loss: 0.0311553 | val_loss: 0.0311747 | Time: 1887.13 ms [2022-04-01 03:45:37 main:574] : INFO : Epoch 1551 | loss: 0.0311554 | val_loss: 0.0311809 | Time: 1895.69 ms [2022-04-01 03:45:39 main:574] : INFO : Epoch 1552 | loss: 0.0311546 | val_loss: 0.031177 | Time: 1889.82 ms [2022-04-01 03:45:41 main:574] : INFO : Epoch 1553 | loss: 0.0311542 | val_loss: 0.0311795 | Time: 1940.37 ms [2022-04-01 03:45:43 main:574] : INFO : Epoch 1554 | loss: 0.0311557 | val_loss: 0.0311736 | Time: 1882.14 ms [2022-04-01 03:45:45 main:574] : INFO : Epoch 1555 | loss: 0.0311534 | val_loss: 0.0311755 | Time: 1872.96 ms [2022-04-01 03:45:47 main:574] : INFO : Epoch 1556 | loss: 0.0311561 | val_loss: 0.0311766 | Time: 1955.37 ms [2022-04-01 03:45:49 main:574] : INFO : Epoch 1557 | loss: 0.0311543 | val_loss: 0.0311738 | Time: 1914.09 ms [2022-04-01 03:45:51 main:574] : INFO : Epoch 1558 | loss: 0.0311553 | val_loss: 0.0311761 | Time: 1907.16 ms [2022-04-01 03:45:53 main:574] : INFO : Epoch 1559 | loss: 0.0311571 | val_loss: 0.0311787 | Time: 1928.2 ms [2022-04-01 03:45:55 main:574] : INFO : Epoch 1560 | loss: 0.0311554 | val_loss: 0.0311772 | Time: 1939.99 ms [2022-04-01 03:45:57 main:574] : INFO : Epoch 1561 | loss: 0.0311555 | val_loss: 0.031176 | Time: 1934.22 ms [2022-04-01 03:45:59 main:574] : INFO : Epoch 1562 | loss: 0.0311563 | val_loss: 0.0311743 | Time: 1903.02 ms [2022-04-01 03:46:00 main:574] : INFO : Epoch 1563 | loss: 0.0311615 | val_loss: 0.031178 | Time: 1935.91 ms [2022-04-01 03:46:02 main:574] : INFO : Epoch 1564 | loss: 0.0311577 | val_loss: 0.0311752 | Time: 1972.96 ms [2022-04-01 03:46:04 main:574] : INFO : Epoch 1565 | loss: 0.0311565 | val_loss: 0.0311762 | Time: 1869.68 ms [2022-04-01 03:46:06 main:574] : INFO : Epoch 1566 | loss: 0.0311617 | val_loss: 0.0311817 | Time: 1912.28 ms [2022-04-01 03:46:08 main:574] : INFO : Epoch 1567 | loss: 0.031157 | val_loss: 0.0311797 | Time: 1954.11 ms [2022-04-01 03:46:10 main:574] : INFO : Epoch 1568 | loss: 0.0311525 | val_loss: 0.0311755 | Time: 1914.13 ms [2022-04-01 03:46:12 main:574] : INFO : Epoch 1569 | loss: 0.0311515 | val_loss: 0.0311763 | Time: 1912.62 ms [2022-04-01 03:46:14 main:574] : INFO : Epoch 1570 | loss: 0.0311538 | val_loss: 0.0311766 | Time: 1861.37 ms [2022-04-01 03:46:16 main:574] : INFO : Epoch 1571 | loss: 0.0311542 | val_loss: 0.0311768 | Time: 1975.86 ms [2022-04-01 03:46:18 main:574] : INFO : Epoch 1572 | loss: 0.0311531 | val_loss: 0.0311784 | Time: 1902.48 ms [2022-04-01 03:46:20 main:574] : INFO : Epoch 1573 | loss: 0.0311534 | val_loss: 0.0311751 | Time: 1898.73 ms [2022-04-01 03:46:22 main:574] : INFO : Epoch 1574 | loss: 0.0311533 | val_loss: 0.031177 | Time: 1975.47 ms [2022-04-01 03:46:24 main:574] : INFO : Epoch 1575 | loss: 0.0311519 | val_loss: 0.0311779 | Time: 1890.16 ms [2022-04-01 03:46:25 main:574] : INFO : Epoch 1576 | loss: 0.0311535 | val_loss: 0.0311739 | Time: 1906.08 ms [2022-04-01 03:46:27 main:574] : INFO : Epoch 1577 | loss: 0.0311548 | val_loss: 0.0311744 | Time: 1895.97 ms [2022-04-01 03:46:29 main:574] : INFO : Epoch 1578 | loss: 0.0311538 | val_loss: 0.0311775 | Time: 1963.95 ms [2022-04-01 03:46:31 main:574] : INFO : Epoch 1579 | loss: 0.0311553 | val_loss: 0.0311776 | Time: 1899.71 ms [2022-04-01 03:46:33 main:574] : INFO : Epoch 1580 | loss: 0.0311566 | val_loss: 0.031176 | Time: 1928.39 ms [2022-04-01 03:46:35 main:574] : INFO : Epoch 1581 | loss: 0.0311596 | val_loss: 0.0311809 | Time: 1904.46 ms [2022-04-01 03:46:37 main:574] : INFO : Epoch 1582 | loss: 0.0311572 | val_loss: 0.0311735 | Time: 1946.78 ms [2022-04-01 03:46:39 main:574] : INFO : Epoch 1583 | loss: 0.0311565 | val_loss: 0.0311751 | Time: 1883.64 ms [2022-04-01 03:46:41 main:574] : INFO : Epoch 1584 | loss: 0.0311562 | val_loss: 0.031174 | Time: 1887.29 ms [2022-04-01 03:46:43 main:574] : INFO : Epoch 1585 | loss: 0.0311561 | val_loss: 0.0311728 | Time: 1956.86 ms [2022-04-01 03:46:45 main:574] : INFO : Epoch 1586 | loss: 0.0311568 | val_loss: 0.0311788 | Time: 1866.69 ms [2022-04-01 03:46:47 main:574] : INFO : Epoch 1587 | loss: 0.0311559 | val_loss: 0.0311729 | Time: 1894.68 ms [2022-04-01 03:46:48 main:574] : INFO : Epoch 1588 | loss: 0.0311571 | val_loss: 0.0311747 | Time: 1890.32 ms [2022-04-01 03:46:50 main:574] : INFO : Epoch 1589 | loss: 0.0311573 | val_loss: 0.0311678 | Time: 1970.79 ms [2022-04-01 03:46:52 main:574] : INFO : Epoch 1590 | loss: 0.0311553 | val_loss: 0.0311697 | Time: 1879.85 ms [2022-04-01 03:46:54 main:574] : INFO : Epoch 1591 | loss: 0.0311543 | val_loss: 0.0311681 | Time: 1916.87 ms [2022-04-01 03:46:56 main:574] : INFO : Epoch 1592 | loss: 0.0311551 | val_loss: 0.0311725 | Time: 1972.47 ms [2022-04-01 03:46:58 main:574] : INFO : Epoch 1593 | loss: 0.0311533 | val_loss: 0.0311721 | Time: 1886.46 ms [2022-04-01 03:47:00 main:574] : INFO : Epoch 1594 | loss: 0.0311532 | val_loss: 0.0311726 | Time: 1956.92 ms [2022-04-01 03:47:02 main:574] : INFO : Epoch 1595 | loss: 0.0311533 | val_loss: 0.0311763 | Time: 1909.07 ms [2022-04-01 03:47:04 main:574] : INFO : Epoch 1596 | loss: 0.0311543 | val_loss: 0.0311722 | Time: 1965.89 ms [2022-04-01 03:47:06 main:574] : INFO : Epoch 1597 | loss: 0.0311568 | val_loss: 0.0311712 | Time: 1869.08 ms [2022-04-01 03:47:08 main:574] : INFO : Epoch 1598 | loss: 0.0311575 | val_loss: 0.0311709 | Time: 1928.28 ms [2022-04-01 03:47:10 main:574] : INFO : Epoch 1599 | loss: 0.0311561 | val_loss: 0.0311706 | Time: 1885.89 ms [2022-04-01 03:47:12 main:574] : INFO : Epoch 1600 | loss: 0.031155 | val_loss: 0.0311711 | Time: 1967.07 ms [2022-04-01 03:47:14 main:574] : INFO : Epoch 1601 | loss: 0.0311528 | val_loss: 0.0311719 | Time: 1901.33 ms [2022-04-01 03:47:15 main:574] : INFO : Epoch 1602 | loss: 0.0311551 | val_loss: 0.0311718 | Time: 1864.22 ms [2022-04-01 03:47:17 main:574] : INFO : Epoch 1603 | loss: 0.0311565 | val_loss: 0.0311684 | Time: 1967.79 ms [2022-04-01 03:47:19 main:574] : INFO : Epoch 1604 | loss: 0.0311558 | val_loss: 0.0311661 | Time: 1894.97 ms [2022-04-01 03:47:21 main:574] : INFO : Epoch 1605 | loss: 0.0311543 | val_loss: 0.0311716 | Time: 1888.82 ms [2022-04-01 03:47:23 main:574] : INFO : Epoch 1606 | loss: 0.0311544 | val_loss: 0.0311683 | Time: 1881.61 ms [2022-04-01 03:47:25 main:574] : INFO : Epoch 1607 | loss: 0.0311536 | val_loss: 0.0311707 | Time: 1941.2 ms [2022-04-01 03:47:27 main:574] : INFO : Epoch 1608 | loss: 0.0311551 | val_loss: 0.0311713 | Time: 1895.6 ms [2022-04-01 03:47:29 main:574] : INFO : Epoch 1609 | loss: 0.0311567 | val_loss: 0.0311709 | Time: 1891.46 ms [2022-04-01 03:47:31 main:574] : INFO : Epoch 1610 | loss: 0.0311595 | val_loss: 0.0311714 | Time: 1884.31 ms [2022-04-01 03:47:33 main:574] : INFO : Epoch 1611 | loss: 0.0311602 | val_loss: 0.0311712 | Time: 1982.1 ms [2022-04-01 03:47:35 main:574] : INFO : Epoch 1612 | loss: 0.0311577 | val_loss: 0.0311704 | Time: 1880.86 ms [2022-04-01 03:47:36 main:574] : INFO : Epoch 1613 | loss: 0.0311558 | val_loss: 0.031174 | Time: 1933.28 ms [2022-04-01 03:47:38 main:574] : INFO : Epoch 1614 | loss: 0.0311557 | val_loss: 0.0311766 | Time: 2010.94 ms [2022-04-01 03:47:40 main:574] : INFO : Epoch 1615 | loss: 0.0311557 | val_loss: 0.0311738 | Time: 1904.97 ms [2022-04-01 03:47:42 main:574] : INFO : Epoch 1616 | loss: 0.0311538 | val_loss: 0.0311718 | Time: 1912.29 ms [2022-04-01 03:47:44 main:574] : INFO : Epoch 1617 | loss: 0.0311538 | val_loss: 0.0311765 | Time: 1904.87 ms [2022-04-01 03:47:46 main:574] : INFO : Epoch 1618 | loss: 0.0311551 | val_loss: 0.0311735 | Time: 1943.87 ms [2022-04-01 03:47:48 main:574] : INFO : Epoch 1619 | loss: 0.0311525 | val_loss: 0.0311711 | Time: 1886.05 ms [2022-04-01 03:47:50 main:574] : INFO : Epoch 1620 | loss: 0.0311532 | val_loss: 0.0311729 | Time: 1909.75 ms [2022-04-01 03:47:52 main:574] : INFO : Epoch 1621 | loss: 0.0311529 | val_loss: 0.0311689 | Time: 1976.42 ms [2022-04-01 03:47:54 main:574] : INFO : Epoch 1622 | loss: 0.0311523 | val_loss: 0.031173 | Time: 1861.23 ms [2022-04-01 03:47:56 main:574] : INFO : Epoch 1623 | loss: 0.0311516 | val_loss: 0.0311721 | Time: 1906.91 ms [2022-04-01 03:47:58 main:574] : INFO : Epoch 1624 | loss: 0.0311536 | val_loss: 0.0311757 | Time: 1890.07 ms [2022-04-01 03:48:00 main:574] : INFO : Epoch 1625 | loss: 0.0311563 | val_loss: 0.0311679 | Time: 1951.27 ms [2022-04-01 03:48:01 main:574] : INFO : Epoch 1626 | loss: 0.031156 | val_loss: 0.0311662 | Time: 1877.5 ms [2022-04-01 03:48:03 main:574] : INFO : Epoch 1627 | loss: 0.031157 | val_loss: 0.031171 | Time: 1887.7 ms [2022-04-01 03:48:05 main:574] : INFO : Epoch 1628 | loss: 0.0311559 | val_loss: 0.0311688 | Time: 1888.09 ms [2022-04-01 03:48:07 main:574] : INFO : Epoch 1629 | loss: 0.0311556 | val_loss: 0.0311716 | Time: 2017.52 ms [2022-04-01 03:48:09 main:574] : INFO : Epoch 1630 | loss: 0.0311565 | val_loss: 0.0311692 | Time: 1870.5 ms [2022-04-01 03:48:11 main:574] : INFO : Epoch 1631 | loss: 0.0311552 | val_loss: 0.0311692 | Time: 1887.72 ms [2022-04-01 03:48:13 main:574] : INFO : Epoch 1632 | loss: 0.0311529 | val_loss: 0.0311681 | Time: 1923.5 ms [2022-04-01 03:48:15 main:574] : INFO : Epoch 1633 | loss: 0.0311528 | val_loss: 0.0311707 | Time: 1912.31 ms [2022-04-01 03:48:17 main:574] : INFO : Epoch 1634 | loss: 0.031152 | val_loss: 0.0311685 | Time: 1897.65 ms [2022-04-01 03:48:19 main:574] : INFO : Epoch 1635 | loss: 0.0311534 | val_loss: 0.0311668 | Time: 1880.58 ms [2022-04-01 03:48:21 main:574] : INFO : Epoch 1636 | loss: 0.0311533 | val_loss: 0.0311661 | Time: 1928.47 ms [2022-04-01 03:48:22 main:574] : INFO : Epoch 1637 | loss: 0.031153 | val_loss: 0.0311673 | Time: 1883.33 ms [2022-04-01 03:48:24 main:574] : INFO : Epoch 1638 | loss: 0.0311533 | val_loss: 0.0311677 | Time: 1883.61 ms [2022-04-01 03:48:26 main:574] : INFO : Epoch 1639 | loss: 0.0311527 | val_loss: 0.0311703 | Time: 1869.22 ms [2022-04-01 03:48:28 main:574] : INFO : Epoch 1640 | loss: 0.0311532 | val_loss: 0.0311679 | Time: 1963.41 ms [2022-04-01 03:48:30 main:574] : INFO : Epoch 1641 | loss: 0.0311517 | val_loss: 0.0311677 | Time: 1909.6 ms [2022-04-01 03:48:32 main:574] : INFO : Epoch 1642 | loss: 0.0311524 | val_loss: 0.0311706 | Time: 1897.52 ms [2022-04-01 03:48:34 main:574] : INFO : Epoch 1643 | loss: 0.0311525 | val_loss: 0.0311701 | Time: 1946.84 ms [2022-04-01 03:48:36 main:574] : INFO : Epoch 1644 | loss: 0.0311514 | val_loss: 0.0311679 | Time: 1906.68 ms [2022-04-01 03:48:38 main:574] : INFO : Epoch 1645 | loss: 0.0311501 | val_loss: 0.0311686 | Time: 1990.52 ms [2022-04-01 03:48:40 main:574] : INFO : Epoch 1646 | loss: 0.031152 | val_loss: 0.0311747 | Time: 1871.31 ms [2022-04-01 03:48:42 main:574] : INFO : Epoch 1647 | loss: 0.0311486 | val_loss: 0.0311713 | Time: 1964.99 ms [2022-04-01 03:48:44 main:574] : INFO : Epoch 1648 | loss: 0.0311491 | val_loss: 0.0311712 | Time: 1903.54 ms [2022-04-01 03:48:46 main:574] : INFO : Epoch 1649 | loss: 0.0311495 | val_loss: 0.0311689 | Time: 1875.66 ms [2022-04-01 03:48:47 main:574] : INFO : Epoch 1650 | loss: 0.0311495 | val_loss: 0.0311698 | Time: 1925.11 ms [2022-04-01 03:48:49 main:574] : INFO : Epoch 1651 | loss: 0.0311497 | val_loss: 0.0311696 | Time: 1901.69 ms [2022-04-01 03:48:51 main:574] : INFO : Epoch 1652 | loss: 0.031155 | val_loss: 0.0311727 | Time: 1887.38 ms [2022-04-01 03:48:53 main:574] : INFO : Epoch 1653 | loss: 0.0311551 | val_loss: 0.0311705 | Time: 1904.83 ms [2022-04-01 03:48:55 main:574] : INFO : Epoch 1654 | loss: 0.0311522 | val_loss: 0.0311718 | Time: 1934.46 ms [2022-04-01 03:48:57 main:574] : INFO : Epoch 1655 | loss: 0.0311519 | val_loss: 0.031176 | Time: 1921.47 ms [2022-04-01 03:48:59 main:574] : INFO : Epoch 1656 | loss: 0.0311547 | val_loss: 0.0311705 | Time: 1935.93 ms [2022-04-01 03:49:01 main:574] : INFO : Epoch 1657 | loss: 0.0311517 | val_loss: 0.0311721 | Time: 1888.31 ms [2022-04-01 03:49:03 main:574] : INFO : Epoch 1658 | loss: 0.031152 | val_loss: 0.0311733 | Time: 1980.96 ms [2022-04-01 03:49:05 main:574] : INFO : Epoch 1659 | loss: 0.0311582 | val_loss: 0.0311747 | Time: 1887.18 ms [2022-04-01 03:49:07 main:574] : INFO : Epoch 1660 | loss: 0.0311648 | val_loss: 0.0311742 | Time: 1896.42 ms [2022-04-01 03:49:09 main:574] : INFO : Epoch 1661 | loss: 0.0311628 | val_loss: 0.0311718 | Time: 1946.4 ms [2022-04-01 03:49:11 main:574] : INFO : Epoch 1662 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 1911.09 ms [2022-04-01 03:49:12 main:574] : INFO : Epoch 1663 | loss: 0.0311582 | val_loss: 0.0311699 | Time: 1888.77 ms [2022-04-01 03:49:14 main:574] : INFO : Epoch 1664 | loss: 0.0311578 | val_loss: 0.0311712 | Time: 1876.28 ms [2022-04-01 03:49:16 main:574] : INFO : Epoch 1665 | loss: 0.0311559 | val_loss: 0.0311689 | Time: 1934.18 ms [2022-04-01 03:49:18 main:574] : INFO : Epoch 1666 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 1925.05 ms [2022-04-01 03:49:20 main:574] : INFO : Epoch 1667 | loss: 0.0311566 | val_loss: 0.0311714 | Time: 1888.37 ms [2022-04-01 03:49:22 main:574] : INFO : Epoch 1668 | loss: 0.0311572 | val_loss: 0.0311726 | Time: 1893 ms [2022-04-01 03:49:24 main:574] : INFO : Epoch 1669 | loss: 0.0311569 | val_loss: 0.031171 | Time: 1965.94 ms [2022-04-01 03:49:26 main:574] : INFO : Epoch 1670 | loss: 0.0311554 | val_loss: 0.0311683 | Time: 1860.26 ms [2022-04-01 03:49:28 main:574] : INFO : Epoch 1671 | loss: 0.0311532 | val_loss: 0.0311689 | Time: 1917.86 ms [2022-04-01 03:49:30 main:574] : INFO : Epoch 1672 | loss: 0.031153 | val_loss: 0.0311696 | Time: 1947.46 ms [2022-04-01 03:49:32 main:574] : INFO : Epoch 1673 | loss: 0.0311564 | val_loss: 0.0311727 | Time: 1882.05 ms [2022-04-01 03:49:33 main:574] : INFO : Epoch 1674 | loss: 0.0311556 | val_loss: 0.0311719 | Time: 1883.13 ms [2022-04-01 03:49:35 main:574] : INFO : Epoch 1675 | loss: 0.0311558 | val_loss: 0.0311681 | Time: 1874.34 ms [2022-04-01 03:49:37 main:574] : INFO : Epoch 1676 | loss: 0.0311548 | val_loss: 0.031169 | Time: 1969.22 ms [2022-04-01 03:49:39 main:574] : INFO : Epoch 1677 | loss: 0.0311536 | val_loss: 0.0311681 | Time: 1908.91 ms [2022-04-01 03:49:41 main:574] : INFO : Epoch 1678 | loss: 0.0311522 | val_loss: 0.0311693 | Time: 1858.98 ms [2022-04-01 03:49:43 main:574] : INFO : Epoch 1679 | loss: 0.0311566 | val_loss: 0.0311701 | Time: 1909.78 ms [2022-04-01 03:49:45 main:574] : INFO : Epoch 1680 | loss: 0.0311579 | val_loss: 0.0311664 | Time: 1951.8 ms [2022-04-01 03:49:47 main:574] : INFO : Epoch 1681 | loss: 0.0311545 | val_loss: 0.0311706 | Time: 1905.84 ms [2022-04-01 03:49:49 main:574] : INFO : Epoch 1682 | loss: 0.0311536 | val_loss: 0.0311691 | Time: 1882.07 ms [2022-04-01 03:49:51 main:574] : INFO : Epoch 1683 | loss: 0.0311525 | val_loss: 0.0311698 | Time: 1930.11 ms [2022-04-01 03:49:53 main:574] : INFO : Epoch 1684 | loss: 0.0311524 | val_loss: 0.0311669 | Time: 1907.91 ms [2022-04-01 03:49:54 main:574] : INFO : Epoch 1685 | loss: 0.0311525 | val_loss: 0.0311684 | Time: 1896.19 ms [2022-04-01 03:49:56 main:574] : INFO : Epoch 1686 | loss: 0.0311524 | val_loss: 0.0311674 | Time: 1887.9 ms [2022-04-01 03:49:58 main:574] : INFO : Epoch 1687 | loss: 0.0311516 | val_loss: 0.0311681 | Time: 1928.08 ms [2022-04-01 03:50:00 main:574] : INFO : Epoch 1688 | loss: 0.0311513 | val_loss: 0.031169 | Time: 1919.04 ms [2022-04-01 03:50:02 main:574] : INFO : Epoch 1689 | loss: 0.0311522 | val_loss: 0.0311687 | Time: 1901.59 ms [2022-04-01 03:50:04 main:574] : INFO : Epoch 1690 | loss: 0.031157 | val_loss: 0.0311686 | Time: 1980.27 ms [2022-04-01 03:50:06 main:574] : INFO : Epoch 1691 | loss: 0.0311563 | val_loss: 0.0311682 | Time: 1864.31 ms [2022-04-01 03:50:08 main:574] : INFO : Epoch 1692 | loss: 0.0311539 | val_loss: 0.0311696 | Time: 1910.06 ms [2022-04-01 03:50:10 main:574] : INFO : Epoch 1693 | loss: 0.0311532 | val_loss: 0.0311687 | Time: 1858.38 ms [2022-04-01 03:50:12 main:574] : INFO : Epoch 1694 | loss: 0.0311543 | val_loss: 0.0311742 | Time: 1954.15 ms [2022-04-01 03:50:14 main:574] : INFO : Epoch 1695 | loss: 0.0311589 | val_loss: 0.0311737 | Time: 1864.7 ms [2022-04-01 03:50:15 main:574] : INFO : Epoch 1696 | loss: 0.0311613 | val_loss: 0.0311771 | Time: 1882.14 ms [2022-04-01 03:50:17 main:574] : INFO : Epoch 1697 | loss: 0.0311618 | val_loss: 0.0311722 | Time: 1914 ms [2022-04-01 03:50:19 main:574] : INFO : Epoch 1698 | loss: 0.0311597 | val_loss: 0.0311727 | Time: 1938.49 ms [2022-04-01 03:50:21 main:574] : INFO : Epoch 1699 | loss: 0.0311581 | val_loss: 0.0311706 | Time: 1859.58 ms [2022-04-01 03:50:23 main:574] : INFO : Epoch 1700 | loss: 0.0311573 | val_loss: 0.0311733 | Time: 1906.2 ms [2022-04-01 03:50:25 main:574] : INFO : Epoch 1701 | loss: 0.0311552 | val_loss: 0.0311738 | Time: 2041.62 ms [2022-04-01 03:50:27 main:574] : INFO : Epoch 1702 | loss: 0.031155 | val_loss: 0.0311712 | Time: 1982.75 ms [2022-04-01 03:50:29 main:574] : INFO : Epoch 1703 | loss: 0.0311557 | val_loss: 0.0311734 | Time: 1973.21 ms [2022-04-01 03:50:31 main:574] : INFO : Epoch 1704 | loss: 0.031156 | val_loss: 0.031177 | Time: 1876.28 ms [2022-04-01 03:50:33 main:574] : INFO : Epoch 1705 | loss: 0.031168 | val_loss: 0.0311738 | Time: 1972.86 ms [2022-04-01 03:50:35 main:574] : INFO : Epoch 1706 | loss: 0.0311699 | val_loss: 0.0311744 | Time: 1861.33 ms [2022-04-01 03:50:37 main:574] : INFO : Epoch 1707 | loss: 0.031169 | val_loss: 0.0311744 | Time: 1902.19 ms [2022-04-01 03:50:39 main:574] : INFO : Epoch 1708 | loss: 0.031167 | val_loss: 0.0311721 | Time: 1920.51 ms [2022-04-01 03:50:41 main:574] : INFO : Epoch 1709 | loss: 0.0311657 | val_loss: 0.0311725 | Time: 1927.66 ms [2022-04-01 03:50:42 main:574] : INFO : Epoch 1710 | loss: 0.0311632 | val_loss: 0.0311732 | Time: 1887.8 ms [2022-04-01 03:50:44 main:574] : INFO : Epoch 1711 | loss: 0.0311635 | val_loss: 0.0311784 | Time: 1891.98 ms [2022-04-01 03:50:46 main:574] : INFO : Epoch 1712 | loss: 0.0311616 | val_loss: 0.0311748 | Time: 1928.23 ms [2022-04-01 03:50:48 main:574] : INFO : Epoch 1713 | loss: 0.03116 | val_loss: 0.0311738 | Time: 1895.09 ms [2022-04-01 03:50:50 main:574] : INFO : Epoch 1714 | loss: 0.0311598 | val_loss: 0.0311732 | Time: 1881.79 ms [2022-04-01 03:50:52 main:574] : INFO : Epoch 1715 | loss: 0.0311593 | val_loss: 0.0311714 | Time: 1882.57 ms [2022-04-01 03:50:54 main:574] : INFO : Epoch 1716 | loss: 0.0311591 | val_loss: 0.0311711 | Time: 1936.25 ms [2022-04-01 03:50:56 main:574] : INFO : Epoch 1717 | loss: 0.0311588 | val_loss: 0.0311711 | Time: 1888.47 ms [2022-04-01 03:50:58 main:574] : INFO : Epoch 1718 | loss: 0.0311582 | val_loss: 0.0311746 | Time: 1881.27 ms [2022-04-01 03:51:00 main:574] : INFO : Epoch 1719 | loss: 0.031157 | val_loss: 0.0311712 | Time: 1901.89 ms [2022-04-01 03:51:02 main:574] : INFO : Epoch 1720 | loss: 0.031157 | val_loss: 0.0311721 | Time: 1966.77 ms [2022-04-01 03:51:03 main:574] : INFO : Epoch 1721 | loss: 0.0311569 | val_loss: 0.0311724 | Time: 1897.33 ms [2022-04-01 03:51:05 main:574] : INFO : Epoch 1722 | loss: 0.0311607 | val_loss: 0.0311757 | Time: 1872.86 ms [2022-04-01 03:51:07 main:574] : INFO : Epoch 1723 | loss: 0.0311592 | val_loss: 0.0311773 | Time: 1938.42 ms [2022-04-01 03:51:09 main:574] : INFO : Epoch 1724 | loss: 0.0311592 | val_loss: 0.0311733 | Time: 1883.14 ms [2022-04-01 03:51:11 main:574] : INFO : Epoch 1725 | loss: 0.0311605 | val_loss: 0.0311735 | Time: 1910.19 ms [2022-04-01 03:51:13 main:574] : INFO : Epoch 1726 | loss: 0.0311613 | val_loss: 0.0311775 | Time: 1881.55 ms [2022-04-01 03:51:15 main:574] : INFO : Epoch 1727 | loss: 0.0311593 | val_loss: 0.0311734 | Time: 1936.28 ms [2022-04-01 03:51:17 main:574] : INFO : Epoch 1728 | loss: 0.0311562 | val_loss: 0.031171 | Time: 1864.18 ms [2022-04-01 03:51:19 main:574] : INFO : Epoch 1729 | loss: 0.0311592 | val_loss: 0.031178 | Time: 1926.8 ms [2022-04-01 03:51:21 main:574] : INFO : Epoch 1730 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 1980.57 ms [2022-04-01 03:51:23 main:574] : INFO : Epoch 1731 | loss: 0.0311647 | val_loss: 0.0311718 | Time: 1902.01 ms [2022-04-01 03:51:25 main:574] : INFO : Epoch 1732 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 1912.62 ms [2022-04-01 03:51:26 main:574] : INFO : Epoch 1733 | loss: 0.0311626 | val_loss: 0.0311754 | Time: 1854.56 ms [2022-04-01 03:51:28 main:574] : INFO : Epoch 1734 | loss: 0.0311609 | val_loss: 0.031174 | Time: 1958.72 ms [2022-04-01 03:51:30 main:574] : INFO : Epoch 1735 | loss: 0.0311596 | val_loss: 0.0311731 | Time: 1869.27 ms [2022-04-01 03:51:32 main:574] : INFO : Epoch 1736 | loss: 0.0311593 | val_loss: 0.0311745 | Time: 1901.89 ms [2022-04-01 03:51:34 main:574] : INFO : Epoch 1737 | loss: 0.0311608 | val_loss: 0.031172 | Time: 1887.94 ms [2022-04-01 03:51:36 main:574] : INFO : Epoch 1738 | loss: 0.0311597 | val_loss: 0.031172 | Time: 1963.22 ms [2022-04-01 03:51:38 main:574] : INFO : Epoch 1739 | loss: 0.0311599 | val_loss: 0.0311754 | Time: 1862.07 ms [2022-04-01 03:51:40 main:574] : INFO : Epoch 1740 | loss: 0.0311623 | val_loss: 0.0311791 | Time: 1903.63 ms [2022-04-01 03:51:42 main:574] : INFO : Epoch 1741 | loss: 0.0311583 | val_loss: 0.0311743 | Time: 1933.13 ms [2022-04-01 03:51:44 main:574] : INFO : Epoch 1742 | loss: 0.0311595 | val_loss: 0.0311744 | Time: 1892.85 ms [2022-04-01 03:51:45 main:574] : INFO : Epoch 1743 | loss: 0.031158 | val_loss: 0.0311739 | Time: 1860.5 ms [2022-04-01 03:51:47 main:574] : INFO : Epoch 1744 | loss: 0.031159 | val_loss: 0.0311779 | Time: 1890.82 ms [2022-04-01 03:51:49 main:574] : INFO : Epoch 1745 | loss: 0.0311585 | val_loss: 0.0311752 | Time: 1954.83 ms [2022-04-01 03:51:51 main:574] : INFO : Epoch 1746 | loss: 0.0311558 | val_loss: 0.0311755 | Time: 1871.2 ms [2022-04-01 03:51:53 main:574] : INFO : Epoch 1747 | loss: 0.0311557 | val_loss: 0.0311727 | Time: 1868.33 ms [2022-04-01 03:51:55 main:574] : INFO : Epoch 1748 | loss: 0.0311552 | val_loss: 0.031174 | Time: 1885.04 ms [2022-04-01 03:51:57 main:574] : INFO : Epoch 1749 | loss: 0.0311539 | val_loss: 0.0311752 | Time: 1942.92 ms [2022-04-01 03:51:59 main:574] : INFO : Epoch 1750 | loss: 0.0311547 | val_loss: 0.0311753 | Time: 1907.46 ms [2022-04-01 03:52:01 main:574] : INFO : Epoch 1751 | loss: 0.0311548 | val_loss: 0.031175 | Time: 1894.61 ms [2022-04-01 03:52:03 main:574] : INFO : Epoch 1752 | loss: 0.0311553 | val_loss: 0.0311749 | Time: 1969.24 ms [2022-04-01 03:52:05 main:574] : INFO : Epoch 1753 | loss: 0.0311545 | val_loss: 0.0311746 | Time: 1865.03 ms [2022-04-01 03:52:06 main:574] : INFO : Epoch 1754 | loss: 0.0311561 | val_loss: 0.0311761 | Time: 1910.81 ms [2022-04-01 03:52:08 main:574] : INFO : Epoch 1755 | loss: 0.0311561 | val_loss: 0.0311722 | Time: 1898.88 ms [2022-04-01 03:52:10 main:574] : INFO : Epoch 1756 | loss: 0.0311552 | val_loss: 0.031174 | Time: 1939.32 ms [2022-04-01 03:52:12 main:574] : INFO : Epoch 1757 | loss: 0.0311581 | val_loss: 0.0311714 | Time: 1876.45 ms [2022-04-01 03:52:14 main:574] : INFO : Epoch 1758 | loss: 0.0311609 | val_loss: 0.031177 | Time: 1896.03 ms [2022-04-01 03:52:16 main:574] : INFO : Epoch 1759 | loss: 0.031161 | val_loss: 0.0311746 | Time: 1876.44 ms [2022-04-01 03:52:18 main:574] : INFO : Epoch 1760 | loss: 0.0311591 | val_loss: 0.0311712 | Time: 1967.54 ms [2022-04-01 03:52:20 main:574] : INFO : Epoch 1761 | loss: 0.0311571 | val_loss: 0.0311726 | Time: 1889.23 ms [2022-04-01 03:52:22 main:574] : INFO : Epoch 1762 | loss: 0.031156 | val_loss: 0.0311743 | Time: 1913.76 ms [2022-04-01 03:52:24 main:574] : INFO : Epoch 1763 | loss: 0.0311556 | val_loss: 0.0311735 | Time: 1937.74 ms [2022-04-01 03:52:26 main:574] : INFO : Epoch 1764 | loss: 0.0311556 | val_loss: 0.0311722 | Time: 1886.44 ms [2022-04-01 03:52:27 main:574] : INFO : Epoch 1765 | loss: 0.0311553 | val_loss: 0.0311725 | Time: 1895.14 ms [2022-04-01 03:52:29 main:574] : INFO : Epoch 1766 | loss: 0.0311605 | val_loss: 0.0311759 | Time: 1865.33 ms [2022-04-01 03:52:31 main:574] : INFO : Epoch 1767 | loss: 0.0311648 | val_loss: 0.0311764 | Time: 1960.58 ms [2022-04-01 03:52:33 main:574] : INFO : Epoch 1768 | loss: 0.0311703 | val_loss: 0.0311753 | Time: 1908.89 ms [2022-04-01 03:52:35 main:574] : INFO : Epoch 1769 | loss: 0.0311726 | val_loss: 0.0311733 | Time: 1871.1 ms [2022-04-01 03:52:37 main:574] : INFO : Epoch 1770 | loss: 0.0311678 | val_loss: 0.031174 | Time: 1929.93 ms [2022-04-01 03:52:39 main:574] : INFO : Epoch 1771 | loss: 0.031164 | val_loss: 0.0311737 | Time: 1919.84 ms [2022-04-01 03:52:41 main:574] : INFO : Epoch 1772 | loss: 0.0311622 | val_loss: 0.0311752 | Time: 1866.12 ms [2022-04-01 03:52:43 main:574] : INFO : Epoch 1773 | loss: 0.0311604 | val_loss: 0.0311744 | Time: 1891.14 ms [2022-04-01 03:52:45 main:574] : INFO : Epoch 1774 | loss: 0.0311592 | val_loss: 0.0311752 | Time: 1935.36 ms [2022-04-01 03:52:47 main:574] : INFO : Epoch 1775 | loss: 0.0311584 | val_loss: 0.0311729 | Time: 1889.98 ms [2022-04-01 03:52:48 main:574] : INFO : Epoch 1776 | loss: 0.031158 | val_loss: 0.0311718 | Time: 1869.15 ms [2022-04-01 03:52:50 main:574] : INFO : Epoch 1777 | loss: 0.0311565 | val_loss: 0.031176 | Time: 1873.97 ms [2022-04-01 03:52:52 main:574] : INFO : Epoch 1778 | loss: 0.031156 | val_loss: 0.0311754 | Time: 1990.86 ms [2022-04-01 03:52:54 main:574] : INFO : Epoch 1779 | loss: 0.0311554 | val_loss: 0.0311758 | Time: 1880.49 ms [2022-04-01 03:52:56 main:574] : INFO : Epoch 1780 | loss: 0.0311545 | val_loss: 0.0311733 | Time: 1861.61 ms [2022-04-01 03:52:58 main:574] : INFO : Epoch 1781 | loss: 0.0311542 | val_loss: 0.0311731 | Time: 1951.41 ms [2022-04-01 03:53:00 main:574] : INFO : Epoch 1782 | loss: 0.0311547 | val_loss: 0.0311722 | Time: 1887.83 ms [2022-04-01 03:53:02 main:574] : INFO : Epoch 1783 | loss: 0.0311535 | val_loss: 0.0311737 | Time: 1863.31 ms [2022-04-01 03:53:04 main:574] : INFO : Epoch 1784 | loss: 0.0311546 | val_loss: 0.0311748 | Time: 1880.4 ms [2022-04-01 03:53:06 main:574] : INFO : Epoch 1785 | loss: 0.0311559 | val_loss: 0.0311789 | Time: 1944.43 ms [2022-04-01 03:53:08 main:574] : INFO : Epoch 1786 | loss: 0.0311569 | val_loss: 0.0311746 | Time: 1908.44 ms [2022-04-01 03:53:09 main:574] : INFO : Epoch 1787 | loss: 0.031154 | val_loss: 0.0311813 | Time: 1908.23 ms [2022-04-01 03:53:11 main:574] : INFO : Epoch 1788 | loss: 0.0311536 | val_loss: 0.031175 | Time: 1855.39 ms [2022-04-01 03:53:13 main:574] : INFO : Epoch 1789 | loss: 0.031152 | val_loss: 0.031176 | Time: 1934.26 ms [2022-04-01 03:53:15 main:574] : INFO : Epoch 1790 | loss: 0.0311532 | val_loss: 0.0311785 | Time: 1887.63 ms [2022-04-01 03:53:17 main:574] : INFO : Epoch 1791 | loss: 0.0311547 | val_loss: 0.0311774 | Time: 1887.72 ms [2022-04-01 03:53:19 main:574] : INFO : Epoch 1792 | loss: 0.0311551 | val_loss: 0.0311809 | Time: 1918.95 ms [2022-04-01 03:53:21 main:574] : INFO : Epoch 1793 | loss: 0.0311581 | val_loss: 0.0311801 | Time: 1897.45 ms [2022-04-01 03:53:23 main:574] : INFO : Epoch 1794 | loss: 0.0311588 | val_loss: 0.0311769 | Time: 1863.57 ms [2022-04-01 03:53:25 main:574] : INFO : Epoch 1795 | loss: 0.0311573 | val_loss: 0.0311784 | Time: 1881.97 ms [2022-04-01 03:53:27 main:574] : INFO : Epoch 1796 | loss: 0.0311587 | val_loss: 0.0311754 | Time: 1930.82 ms [2022-04-01 03:53:28 main:574] : INFO : Epoch 1797 | loss: 0.0311567 | val_loss: 0.0311777 | Time: 1906.81 ms [2022-04-01 03:53:30 main:574] : INFO : Epoch 1798 | loss: 0.0311579 | val_loss: 0.0311745 | Time: 1891.35 ms [2022-04-01 03:53:32 main:574] : INFO : Epoch 1799 | loss: 0.0311576 | val_loss: 0.0311762 | Time: 1878.37 ms [2022-04-01 03:53:34 main:574] : INFO : Epoch 1800 | loss: 0.0311638 | val_loss: 0.0311764 | Time: 1942.63 ms [2022-04-01 03:53:36 main:574] : INFO : Epoch 1801 | loss: 0.0311633 | val_loss: 0.0311797 | Time: 1875.21 ms [2022-04-01 03:53:38 main:574] : INFO : Epoch 1802 | loss: 0.0311742 | val_loss: 0.0311864 | Time: 1873.32 ms [2022-04-01 03:53:40 main:574] : INFO : Epoch 1803 | loss: 0.0311837 | val_loss: 0.0311917 | Time: 1943.22 ms [2022-04-01 03:53:42 main:574] : INFO : Epoch 1804 | loss: 0.0311755 | val_loss: 0.0311846 | Time: 1894.38 ms [2022-04-01 03:53:44 main:574] : INFO : Epoch 1805 | loss: 0.0311736 | val_loss: 0.0311877 | Time: 1891.53 ms [2022-04-01 03:53:46 main:574] : INFO : Epoch 1806 | loss: 0.0311724 | val_loss: 0.0311842 | Time: 1897.36 ms [2022-04-01 03:53:48 main:574] : INFO : Epoch 1807 | loss: 0.0311701 | val_loss: 0.0311829 | Time: 1973.83 ms [2022-04-01 03:53:49 main:574] : INFO : Epoch 1808 | loss: 0.0311692 | val_loss: 0.0311828 | Time: 1873.17 ms [2022-04-01 03:53:51 main:574] : INFO : Epoch 1809 | loss: 0.0311688 | val_loss: 0.0311823 | Time: 1873.45 ms [2022-04-01 03:53:53 main:574] : INFO : Epoch 1810 | loss: 0.0311675 | val_loss: 0.031181 | Time: 1957.55 ms [2022-04-01 03:53:55 main:574] : INFO : Epoch 1811 | loss: 0.0311676 | val_loss: 0.0311796 | Time: 1957.01 ms [2022-04-01 03:53:57 main:574] : INFO : Epoch 1812 | loss: 0.031168 | val_loss: 0.0311825 | Time: 1857.42 ms [2022-04-01 03:53:59 main:574] : INFO : Epoch 1813 | loss: 0.0311673 | val_loss: 0.0311828 | Time: 1883.83 ms [2022-04-01 03:54:01 main:574] : INFO : Epoch 1814 | loss: 0.0311673 | val_loss: 0.0311799 | Time: 1945.98 ms [2022-04-01 03:54:03 main:574] : INFO : Epoch 1815 | loss: 0.0311664 | val_loss: 0.0311784 | Time: 1888.93 ms [2022-04-01 03:54:05 main:574] : INFO : Epoch 1816 | loss: 0.0311641 | val_loss: 0.0311788 | Time: 1909.07 ms [2022-04-01 03:54:07 main:574] : INFO : Epoch 1817 | loss: 0.0311644 | val_loss: 0.0311813 | Time: 1873.26 ms [2022-04-01 03:54:09 main:574] : INFO : Epoch 1818 | loss: 0.031165 | val_loss: 0.0311812 | Time: 1941.12 ms [2022-04-01 03:54:10 main:574] : INFO : Epoch 1819 | loss: 0.0311681 | val_loss: 0.031178 | Time: 1894.31 ms [2022-04-01 03:54:12 main:574] : INFO : Epoch 1820 | loss: 0.0311684 | val_loss: 0.0311833 | Time: 1862.86 ms [2022-04-01 03:54:14 main:574] : INFO : Epoch 1821 | loss: 0.0311701 | val_loss: 0.0311823 | Time: 1917.41 ms [2022-04-01 03:54:16 main:574] : INFO : Epoch 1822 | loss: 0.0311711 | val_loss: 0.0311792 | Time: 1887.85 ms [2022-04-01 03:54:18 main:574] : INFO : Epoch 1823 | loss: 0.0311688 | val_loss: 0.0311797 | Time: 1876.53 ms [2022-04-01 03:54:20 main:574] : INFO : Epoch 1824 | loss: 0.0311694 | val_loss: 0.0311822 | Time: 1863.72 ms [2022-04-01 03:54:22 main:574] : INFO : Epoch 1825 | loss: 0.0311669 | val_loss: 0.0311794 | Time: 1921.55 ms [2022-04-01 03:54:24 main:574] : INFO : Epoch 1826 | loss: 0.0311678 | val_loss: 0.0311827 | Time: 1915.63 ms [2022-04-01 03:54:26 main:574] : INFO : Epoch 1827 | loss: 0.0311679 | val_loss: 0.0311822 | Time: 1874.23 ms [2022-04-01 03:54:28 main:574] : INFO : Epoch 1828 | loss: 0.0311697 | val_loss: 0.0311812 | Time: 1895.59 ms [2022-04-01 03:54:29 main:574] : INFO : Epoch 1829 | loss: 0.0311697 | val_loss: 0.0311825 | Time: 1924.74 ms [2022-04-01 03:54:31 main:574] : INFO : Epoch 1830 | loss: 0.0311679 | val_loss: 0.0311798 | Time: 1835.41 ms [2022-04-01 03:54:33 main:574] : INFO : Epoch 1831 | loss: 0.0311662 | val_loss: 0.0311786 | Time: 1943.45 ms [2022-04-01 03:54:35 main:574] : INFO : Epoch 1832 | loss: 0.0311663 | val_loss: 0.0311816 | Time: 1961.09 ms [2022-04-01 03:54:37 main:574] : INFO : Epoch 1833 | loss: 0.031167 | val_loss: 0.0311825 | Time: 1872.17 ms [2022-04-01 03:54:39 main:574] : INFO : Epoch 1834 | loss: 0.0311668 | val_loss: 0.0311805 | Time: 1886.68 ms [2022-04-01 03:54:41 main:574] : INFO : Epoch 1835 | loss: 0.0311646 | val_loss: 0.0311823 | Time: 1896.03 ms [2022-04-01 03:54:43 main:574] : INFO : Epoch 1836 | loss: 0.0311637 | val_loss: 0.031181 | Time: 1968.07 ms [2022-04-01 03:54:45 main:574] : INFO : Epoch 1837 | loss: 0.0311628 | val_loss: 0.0311796 | Time: 1861.25 ms [2022-04-01 03:54:47 main:574] : INFO : Epoch 1838 | loss: 0.0311634 | val_loss: 0.0311818 | Time: 1877.58 ms [2022-04-01 03:54:49 main:574] : INFO : Epoch 1839 | loss: 0.031163 | val_loss: 0.0311796 | Time: 1884.39 ms [2022-04-01 03:54:50 main:574] : INFO : Epoch 1840 | loss: 0.0311621 | val_loss: 0.0311803 | Time: 1946.58 ms [2022-04-01 03:54:52 main:574] : INFO : Epoch 1841 | loss: 0.0311615 | val_loss: 0.0311836 | Time: 1849.84 ms [2022-04-01 03:54:54 main:574] : INFO : Epoch 1842 | loss: 0.0311624 | val_loss: 0.0311804 | Time: 1859.53 ms [2022-04-01 03:54:56 main:574] : INFO : Epoch 1843 | loss: 0.0311618 | val_loss: 0.0311817 | Time: 1948.03 ms [2022-04-01 03:54:58 main:574] : INFO : Epoch 1844 | loss: 0.0311614 | val_loss: 0.0311794 | Time: 1899.94 ms [2022-04-01 03:55:00 main:574] : INFO : Epoch 1845 | loss: 0.031161 | val_loss: 0.0311801 | Time: 1897.28 ms [2022-04-01 03:55:02 main:574] : INFO : Epoch 1846 | loss: 0.0311597 | val_loss: 0.0311804 | Time: 1885.26 ms [2022-04-01 03:55:04 main:574] : INFO : Epoch 1847 | loss: 0.0311609 | val_loss: 0.0311818 | Time: 1966.33 ms [2022-04-01 03:55:06 main:574] : INFO : Epoch 1848 | loss: 0.0311603 | val_loss: 0.031179 | Time: 1850.37 ms [2022-04-01 03:55:08 main:574] : INFO : Epoch 1849 | loss: 0.0311597 | val_loss: 0.0311782 | Time: 1898.07 ms [2022-04-01 03:55:09 main:574] : INFO : Epoch 1850 | loss: 0.0311619 | val_loss: 0.0311797 | Time: 1902.62 ms [2022-04-01 03:55:11 main:574] : INFO : Epoch 1851 | loss: 0.031162 | val_loss: 0.0311776 | Time: 1997.71 ms [2022-04-01 03:55:13 main:574] : INFO : Epoch 1852 | loss: 0.0311612 | val_loss: 0.0311786 | Time: 1888.52 ms [2022-04-01 03:55:15 main:574] : INFO : Epoch 1853 | loss: 0.031161 | val_loss: 0.0311753 | Time: 1846.67 ms [2022-04-01 03:55:17 main:574] : INFO : Epoch 1854 | loss: 0.0311595 | val_loss: 0.0311755 | Time: 1960.3 ms [2022-04-01 03:55:19 main:574] : INFO : Epoch 1855 | loss: 0.0311623 | val_loss: 0.0311807 | Time: 1871.84 ms [2022-04-01 03:55:21 main:574] : INFO : Epoch 1856 | loss: 0.0311631 | val_loss: 0.0311771 | Time: 1853.51 ms [2022-04-01 03:55:23 main:574] : INFO : Epoch 1857 | loss: 0.0311631 | val_loss: 0.0311767 | Time: 1884.62 ms [2022-04-01 03:55:25 main:574] : INFO : Epoch 1858 | loss: 0.0311627 | val_loss: 0.0311777 | Time: 1943.5 ms [2022-04-01 03:55:27 main:574] : INFO : Epoch 1859 | loss: 0.0311626 | val_loss: 0.0311767 | Time: 1903.13 ms [2022-04-01 03:55:29 main:574] : INFO : Epoch 1860 | loss: 0.0311652 | val_loss: 0.0311767 | Time: 1872.43 ms [2022-04-01 03:55:30 main:574] : INFO : Epoch 1861 | loss: 0.0311614 | val_loss: 0.0311791 | Time: 1875.98 ms [2022-04-01 03:55:32 main:574] : INFO : Epoch 1862 | loss: 0.0311622 | val_loss: 0.0311882 | Time: 1955.36 ms [2022-04-01 03:55:34 main:574] : INFO : Epoch 1863 | loss: 0.0311617 | val_loss: 0.0311787 | Time: 1874.85 ms [2022-04-01 03:55:36 main:574] : INFO : Epoch 1864 | loss: 0.0311589 | val_loss: 0.0311757 | Time: 1886.53 ms [2022-04-01 03:55:38 main:574] : INFO : Epoch 1865 | loss: 0.0311585 | val_loss: 0.0311746 | Time: 1954.56 ms [2022-04-01 03:55:40 main:574] : INFO : Epoch 1866 | loss: 0.0311579 | val_loss: 0.0311759 | Time: 1887.85 ms [2022-04-01 03:55:42 main:574] : INFO : Epoch 1867 | loss: 0.0311571 | val_loss: 0.031178 | Time: 1862.4 ms [2022-04-01 03:55:44 main:574] : INFO : Epoch 1868 | loss: 0.0311567 | val_loss: 0.0311786 | Time: 1892 ms [2022-04-01 03:55:46 main:574] : INFO : Epoch 1869 | loss: 0.0311576 | val_loss: 0.0311795 | Time: 1936.82 ms [2022-04-01 03:55:48 main:574] : INFO : Epoch 1870 | loss: 0.0311614 | val_loss: 0.0311801 | Time: 1886.49 ms [2022-04-01 03:55:49 main:574] : INFO : Epoch 1871 | loss: 0.0311614 | val_loss: 0.0311799 | Time: 1874.16 ms [2022-04-01 03:55:51 main:574] : INFO : Epoch 1872 | loss: 0.0311615 | val_loss: 0.0311776 | Time: 1856.75 ms [2022-04-01 03:55:53 main:574] : INFO : Epoch 1873 | loss: 0.0311598 | val_loss: 0.0311794 | Time: 1940.44 ms [2022-04-01 03:55:55 main:574] : INFO : Epoch 1874 | loss: 0.0311584 | val_loss: 0.0311778 | Time: 1889.81 ms [2022-04-01 03:55:57 main:574] : INFO : Epoch 1875 | loss: 0.0311595 | val_loss: 0.0311768 | Time: 1875.86 ms [2022-04-01 03:55:59 main:574] : INFO : Epoch 1876 | loss: 0.0311605 | val_loss: 0.0311771 | Time: 1930.44 ms [2022-04-01 03:56:01 main:574] : INFO : Epoch 1877 | loss: 0.0311602 | val_loss: 0.0311796 | Time: 1882.38 ms [2022-04-01 03:56:03 main:574] : INFO : Epoch 1878 | loss: 0.0311601 | val_loss: 0.0311791 | Time: 1882.15 ms [2022-04-01 03:56:05 main:574] : INFO : Epoch 1879 | loss: 0.0311609 | val_loss: 0.0311774 | Time: 1875.99 ms [2022-04-01 03:56:07 main:574] : INFO : Epoch 1880 | loss: 0.0311612 | val_loss: 0.0311808 | Time: 1924.36 ms [2022-04-01 03:56:08 main:574] : INFO : Epoch 1881 | loss: 0.031161 | val_loss: 0.0311792 | Time: 1887.46 ms [2022-04-01 03:56:10 main:574] : INFO : Epoch 1882 | loss: 0.0311619 | val_loss: 0.0311784 | Time: 1881.93 ms [2022-04-01 03:56:12 main:574] : INFO : Epoch 1883 | loss: 0.0311617 | val_loss: 0.0311775 | Time: 1948.42 ms [2022-04-01 03:56:14 main:574] : INFO : Epoch 1884 | loss: 0.0311631 | val_loss: 0.0311826 | Time: 1923.49 ms [2022-04-01 03:56:16 main:574] : INFO : Epoch 1885 | loss: 0.0313534 | val_loss: 0.034163 | Time: 1855.79 ms [2022-04-01 03:56:18 main:574] : INFO : Epoch 1886 | loss: 0.0355171 | val_loss: 0.0411779 | Time: 1881.79 ms [2022-04-01 03:56:20 main:574] : INFO : Epoch 1887 | loss: 0.0357544 | val_loss: 0.0323321 | Time: 1954.92 ms [2022-04-01 03:56:22 main:574] : INFO : Epoch 1888 | loss: 0.0316204 | val_loss: 0.0313586 | Time: 1857.13 ms [2022-04-01 03:56:24 main:574] : INFO : Epoch 1889 | loss: 0.0312848 | val_loss: 0.0312492 | Time: 1891.49 ms [2022-04-01 03:56:26 main:574] : INFO : Epoch 1890 | loss: 0.0312288 | val_loss: 0.0312146 | Time: 1863.7 ms [2022-04-01 03:56:28 main:574] : INFO : Epoch 1891 | loss: 0.0312091 | val_loss: 0.0312015 | Time: 1934.41 ms [2022-04-01 03:56:29 main:574] : INFO : Epoch 1892 | loss: 0.0311992 | val_loss: 0.0311941 | Time: 1876.16 ms [2022-04-01 03:56:31 main:574] : INFO : Epoch 1893 | loss: 0.0311943 | val_loss: 0.0311901 | Time: 1862.58 ms [2022-04-01 03:56:33 main:574] : INFO : Epoch 1894 | loss: 0.0311897 | val_loss: 0.0311876 | Time: 1979.58 ms [2022-04-01 03:56:35 main:574] : INFO : Epoch 1895 | loss: 0.0311865 | val_loss: 0.0311851 | Time: 1885.79 ms [2022-04-01 03:56:37 main:574] : INFO : Epoch 1896 | loss: 0.0311841 | val_loss: 0.0311844 | Time: 1882.97 ms [2022-04-01 03:56:39 main:574] : INFO : Epoch 1897 | loss: 0.031183 | val_loss: 0.0311836 | Time: 1871.18 ms [2022-04-01 03:56:41 main:574] : INFO : Epoch 1898 | loss: 0.0311822 | val_loss: 0.0311831 | Time: 1918.29 ms [2022-04-01 03:56:43 main:574] : INFO : Epoch 1899 | loss: 0.0311815 | val_loss: 0.0311819 | Time: 1882.45 ms [2022-04-01 03:56:45 main:574] : INFO : Epoch 1900 | loss: 0.0311804 | val_loss: 0.031181 | Time: 1871.78 ms [2022-04-01 03:56:47 main:574] : INFO : Epoch 1901 | loss: 0.0311799 | val_loss: 0.0311819 | Time: 1897.42 ms [2022-04-01 03:56:48 main:574] : INFO : Epoch 1902 | loss: 0.0311797 | val_loss: 0.0311818 | Time: 1927.59 ms [2022-04-01 03:56:50 main:574] : INFO : Epoch 1903 | loss: 0.0311794 | val_loss: 0.0311824 | Time: 1897.78 ms [2022-04-01 03:56:52 main:574] : INFO : Epoch 1904 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 1866.92 ms [2022-04-01 03:56:54 main:574] : INFO : Epoch 1905 | loss: 0.0311778 | val_loss: 0.031181 | Time: 1942.22 ms [2022-04-01 03:56:56 main:574] : INFO : Epoch 1906 | loss: 0.0311781 | val_loss: 0.0311822 | Time: 1864.71 ms [2022-04-01 03:56:58 main:574] : INFO : Epoch 1907 | loss: 0.0311779 | val_loss: 0.0311802 | Time: 1897.46 ms [2022-04-01 03:57:00 main:574] : INFO : Epoch 1908 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 1882.29 ms [2022-04-01 03:57:02 main:574] : INFO : Epoch 1909 | loss: 0.031177 | val_loss: 0.0311815 | Time: 1904.2 ms [2022-04-01 03:57:04 main:574] : INFO : Epoch 1910 | loss: 0.0311767 | val_loss: 0.031181 | Time: 1908.58 ms [2022-04-01 03:57:06 main:574] : INFO : Epoch 1911 | loss: 0.0311764 | val_loss: 0.0311795 | Time: 1915.23 ms [2022-04-01 03:57:07 main:574] : INFO : Epoch 1912 | loss: 0.0311762 | val_loss: 0.0311791 | Time: 1897.16 ms [2022-04-01 03:57:09 main:574] : INFO : Epoch 1913 | loss: 0.0311764 | val_loss: 0.0311798 | Time: 1938.37 ms [2022-04-01 03:57:11 main:574] : INFO : Epoch 1914 | loss: 0.0311762 | val_loss: 0.0311803 | Time: 1904.65 ms [2022-04-01 03:57:13 main:574] : INFO : Epoch 1915 | loss: 0.0311749 | val_loss: 0.0311785 | Time: 1862.94 ms [2022-04-01 03:57:15 main:574] : INFO : Epoch 1916 | loss: 0.0311741 | val_loss: 0.0311778 | Time: 1917.25 ms [2022-04-01 03:57:17 main:574] : INFO : Epoch 1917 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 1888.34 ms [2022-04-01 03:57:19 main:574] : INFO : Epoch 1918 | loss: 0.0311746 | val_loss: 0.0311781 | Time: 1864.61 ms [2022-04-01 03:57:21 main:574] : INFO : Epoch 1919 | loss: 0.031174 | val_loss: 0.0311784 | Time: 1885.58 ms [2022-04-01 03:57:23 main:574] : INFO : Epoch 1920 | loss: 0.0311727 | val_loss: 0.0311775 | Time: 1896.88 ms [2022-04-01 03:57:25 main:574] : INFO : Epoch 1921 | loss: 0.0311719 | val_loss: 0.031177 | Time: 1899.71 ms [2022-04-01 03:57:27 main:574] : INFO : Epoch 1922 | loss: 0.0311709 | val_loss: 0.0311767 | Time: 1916.06 ms [2022-04-01 03:57:28 main:574] : INFO : Epoch 1923 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 1849.29 ms [2022-04-01 03:57:30 main:574] : INFO : Epoch 1924 | loss: 0.0311711 | val_loss: 0.0311765 | Time: 1956.26 ms [2022-04-01 03:57:32 main:574] : INFO : Epoch 1925 | loss: 0.0311712 | val_loss: 0.0311766 | Time: 1862.63 ms [2022-04-01 03:57:34 main:574] : INFO : Epoch 1926 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 1878.92 ms [2022-04-01 03:57:36 main:574] : INFO : Epoch 1927 | loss: 0.0311714 | val_loss: 0.0311775 | Time: 1961.78 ms [2022-04-01 03:57:38 main:574] : INFO : Epoch 1928 | loss: 0.0311704 | val_loss: 0.0311778 | Time: 1870.92 ms [2022-04-01 03:57:40 main:574] : INFO : Epoch 1929 | loss: 0.0311694 | val_loss: 0.0311772 | Time: 1872.85 ms [2022-04-01 03:57:42 main:574] : INFO : Epoch 1930 | loss: 0.0311697 | val_loss: 0.0311783 | Time: 1873.84 ms [2022-04-01 03:57:44 main:574] : INFO : Epoch 1931 | loss: 0.0311701 | val_loss: 0.0311788 | Time: 1973.6 ms [2022-04-01 03:57:46 main:574] : INFO : Epoch 1932 | loss: 0.0311694 | val_loss: 0.031178 | Time: 1874.28 ms [2022-04-01 03:57:47 main:574] : INFO : Epoch 1933 | loss: 0.0311692 | val_loss: 0.0311778 | Time: 1865.8 ms [2022-04-01 03:57:49 main:574] : INFO : Epoch 1934 | loss: 0.0311687 | val_loss: 0.0311777 | Time: 1874.8 ms [2022-04-01 03:57:51 main:574] : INFO : Epoch 1935 | loss: 0.0311685 | val_loss: 0.0311777 | Time: 1958.27 ms [2022-04-01 03:57:53 main:574] : INFO : Epoch 1936 | loss: 0.0311687 | val_loss: 0.0311788 | Time: 1857.48 ms [2022-04-01 03:57:55 main:574] : INFO : Epoch 1937 | loss: 0.0311699 | val_loss: 0.031178 | Time: 1919.9 ms [2022-04-01 03:57:57 main:574] : INFO : Epoch 1938 | loss: 0.0311692 | val_loss: 0.0311782 | Time: 2004.34 ms [2022-04-01 03:57:59 main:574] : INFO : Epoch 1939 | loss: 0.0311693 | val_loss: 0.0311785 | Time: 1878.57 ms [2022-04-01 03:58:01 main:574] : INFO : Epoch 1940 | loss: 0.0311689 | val_loss: 0.0311791 | Time: 1866.03 ms [2022-04-01 03:58:03 main:574] : INFO : Epoch 1941 | loss: 0.0311684 | val_loss: 0.0311772 | Time: 1879.16 ms [2022-04-01 03:58:05 main:574] : INFO : Epoch 1942 | loss: 0.0311673 | val_loss: 0.0311768 | Time: 2021.11 ms [2022-04-01 03:58:07 main:574] : INFO : Epoch 1943 | loss: 0.0311668 | val_loss: 0.0311769 | Time: 1875.95 ms [2022-04-01 03:58:08 main:574] : INFO : Epoch 1944 | loss: 0.0311667 | val_loss: 0.0311775 | Time: 1876.35 ms [2022-04-01 03:58:10 main:574] : INFO : Epoch 1945 | loss: 0.0311683 | val_loss: 0.0311784 | Time: 1961.23 ms [2022-04-01 03:58:12 main:574] : INFO : Epoch 1946 | loss: 0.0311673 | val_loss: 0.0311789 | Time: 1879.07 ms [2022-04-01 03:58:14 main:574] : INFO : Epoch 1947 | loss: 0.0311661 | val_loss: 0.0311796 | Time: 1872.47 ms [2022-04-01 03:58:16 main:574] : INFO : Epoch 1948 | loss: 0.0311667 | val_loss: 0.0311777 | Time: 1858.72 ms [2022-04-01 03:58:18 main:574] : INFO : Epoch 1949 | loss: 0.0311673 | val_loss: 0.0311785 | Time: 1941.69 ms [2022-04-01 03:58:20 main:574] : INFO : Epoch 1950 | loss: 0.0311673 | val_loss: 0.0311786 | Time: 1868.75 ms [2022-04-01 03:58:22 main:574] : INFO : Epoch 1951 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 1866.35 ms [2022-04-01 03:58:24 main:574] : INFO : Epoch 1952 | loss: 0.0311668 | val_loss: 0.0311771 | Time: 1858.73 ms [2022-04-01 03:58:26 main:574] : INFO : Epoch 1953 | loss: 0.0311666 | val_loss: 0.0311779 | Time: 1945.81 ms [2022-04-01 03:58:27 main:574] : INFO : Epoch 1954 | loss: 0.0311673 | val_loss: 0.0311769 | Time: 1862.52 ms [2022-04-01 03:58:29 main:574] : INFO : Epoch 1955 | loss: 0.0311665 | val_loss: 0.0311771 | Time: 1888.96 ms [2022-04-01 03:58:31 main:574] : INFO : Epoch 1956 | loss: 0.0311655 | val_loss: 0.0311792 | Time: 1998.42 ms [2022-04-01 03:58:33 main:574] : INFO : Epoch 1957 | loss: 0.031165 | val_loss: 0.0311776 | Time: 1868.77 ms [2022-04-01 03:58:35 main:574] : INFO : Epoch 1958 | loss: 0.0311646 | val_loss: 0.0311777 | Time: 1861.39 ms [2022-04-01 03:58:37 main:574] : INFO : Epoch 1959 | loss: 0.0311644 | val_loss: 0.0311778 | Time: 1887.13 ms [2022-04-01 03:58:39 main:574] : INFO : Epoch 1960 | loss: 0.0311645 | val_loss: 0.031178 | Time: 1980.32 ms [2022-04-01 03:58:41 main:574] : INFO : Epoch 1961 | loss: 0.031164 | val_loss: 0.0311778 | Time: 1862.45 ms [2022-04-01 03:58:43 main:574] : INFO : Epoch 1962 | loss: 0.0311638 | val_loss: 0.0311783 | Time: 1863.04 ms [2022-04-01 03:58:45 main:574] : INFO : Epoch 1963 | loss: 0.0311643 | val_loss: 0.0311788 | Time: 1908.53 ms [2022-04-01 03:58:47 main:574] : INFO : Epoch 1964 | loss: 0.0311655 | val_loss: 0.0311823 | Time: 1941.5 ms [2022-04-01 03:58:48 main:574] : INFO : Epoch 1965 | loss: 0.0311652 | val_loss: 0.0311832 | Time: 1870.55 ms [2022-04-01 03:58:50 main:574] : INFO : Epoch 1966 | loss: 0.0311647 | val_loss: 0.0311791 | Time: 1905.2 ms [2022-04-01 03:58:52 main:574] : INFO : Epoch 1967 | loss: 0.0311641 | val_loss: 0.0311767 | Time: 1914.13 ms [2022-04-01 03:58:54 main:574] : INFO : Epoch 1968 | loss: 0.0311651 | val_loss: 0.0311791 | Time: 1898.24 ms [2022-04-01 03:58:56 main:574] : INFO : Epoch 1969 | loss: 0.0311661 | val_loss: 0.031178 | Time: 1865.36 ms [2022-04-01 03:58:58 main:574] : INFO : Epoch 1970 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 1888.49 ms [2022-04-01 03:59:00 main:574] : INFO : Epoch 1971 | loss: 0.0311654 | val_loss: 0.0311794 | Time: 1955.8 ms [2022-04-01 03:59:02 main:574] : INFO : Epoch 1972 | loss: 0.0311646 | val_loss: 0.0311766 | Time: 1874.09 ms [2022-04-01 03:59:04 main:574] : INFO : Epoch 1973 | loss: 0.0311645 | val_loss: 0.0311752 | Time: 1873.5 ms [2022-04-01 03:59:06 main:574] : INFO : Epoch 1974 | loss: 0.0311636 | val_loss: 0.0311763 | Time: 1913.11 ms [2022-04-01 03:59:07 main:574] : INFO : Epoch 1975 | loss: 0.0311662 | val_loss: 0.0311774 | Time: 1930.91 ms [2022-04-01 03:59:09 main:574] : INFO : Epoch 1976 | loss: 0.0311676 | val_loss: 0.0311779 | Time: 1871.64 ms [2022-04-01 03:59:11 main:574] : INFO : Epoch 1977 | loss: 0.0311689 | val_loss: 0.0311777 | Time: 1875.35 ms [2022-04-01 03:59:13 main:574] : INFO : Epoch 1978 | loss: 0.0311696 | val_loss: 0.0311777 | Time: 1915.77 ms [2022-04-01 03:59:15 main:574] : INFO : Epoch 1979 | loss: 0.0311689 | val_loss: 0.0311774 | Time: 1877.11 ms [2022-04-01 03:59:17 main:574] : INFO : Epoch 1980 | loss: 0.0311674 | val_loss: 0.0311748 | Time: 1872.32 ms [2022-04-01 03:59:19 main:574] : INFO : Epoch 1981 | loss: 0.0311673 | val_loss: 0.0311755 | Time: 1921.66 ms [2022-04-01 03:59:21 main:574] : INFO : Epoch 1982 | loss: 0.0311655 | val_loss: 0.0311751 | Time: 1937.74 ms [2022-04-01 03:59:23 main:574] : INFO : Epoch 1983 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 1858.35 ms [2022-04-01 03:59:25 main:574] : INFO : Epoch 1984 | loss: 0.0311657 | val_loss: 0.0311771 | Time: 1913.45 ms [2022-04-01 03:59:26 main:574] : INFO : Epoch 1985 | loss: 0.0311659 | val_loss: 0.031177 | Time: 1855.96 ms [2022-04-01 03:59:28 main:574] : INFO : Epoch 1986 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 1956.35 ms [2022-04-01 03:59:30 main:574] : INFO : Epoch 1987 | loss: 0.0311642 | val_loss: 0.0311772 | Time: 1864.24 ms [2022-04-01 03:59:32 main:574] : INFO : Epoch 1988 | loss: 0.0311646 | val_loss: 0.0311779 | Time: 1916.47 ms [2022-04-01 03:59:34 main:574] : INFO : Epoch 1989 | loss: 0.0311646 | val_loss: 0.0311765 | Time: 1928.96 ms [2022-04-01 03:59:36 main:574] : INFO : Epoch 1990 | loss: 0.0311648 | val_loss: 0.0311783 | Time: 1907.63 ms [2022-04-01 03:59:38 main:574] : INFO : Epoch 1991 | loss: 0.0311636 | val_loss: 0.0311778 | Time: 1875.2 ms [2022-04-01 03:59:40 main:574] : INFO : Epoch 1992 | loss: 0.0311622 | val_loss: 0.0311764 | Time: 1936.47 ms [2022-04-01 03:59:42 main:574] : INFO : Epoch 1993 | loss: 0.031163 | val_loss: 0.0311787 | Time: 1908.63 ms [2022-04-01 03:59:44 main:574] : INFO : Epoch 1994 | loss: 0.0311625 | val_loss: 0.0311762 | Time: 1917.28 ms [2022-04-01 03:59:46 main:574] : INFO : Epoch 1995 | loss: 0.0311614 | val_loss: 0.031176 | Time: 1877.31 ms [2022-04-01 03:59:47 main:574] : INFO : Epoch 1996 | loss: 0.0311615 | val_loss: 0.0311764 | Time: 1927.7 ms [2022-04-01 03:59:49 main:574] : INFO : Epoch 1997 | loss: 0.0311614 | val_loss: 0.0311761 | Time: 1937.5 ms [2022-04-01 03:59:51 main:574] : INFO : Epoch 1998 | loss: 0.0311613 | val_loss: 0.031177 | Time: 1871.39 ms [2022-04-01 03:59:53 main:574] : INFO : Epoch 1999 | loss: 0.0311626 | val_loss: 0.0311761 | Time: 1854.49 ms [2022-04-01 03:59:55 main:574] : INFO : Epoch 2000 | loss: 0.0311618 | val_loss: 0.0311768 | Time: 1916.69 ms [2022-04-01 03:59:57 main:574] : INFO : Epoch 2001 | loss: 0.0311615 | val_loss: 0.0311784 | Time: 1889.14 ms [2022-04-01 03:59:59 main:574] : INFO : Epoch 2002 | loss: 0.0311609 | val_loss: 0.0311786 | Time: 1898.19 ms [2022-04-01 04:00:01 main:574] : INFO : Epoch 2003 | loss: 0.0311608 | val_loss: 0.0311776 | Time: 1861.22 ms [2022-04-01 04:00:03 main:574] : INFO : Epoch 2004 | loss: 0.0311609 | val_loss: 0.0311787 | Time: 1918.22 ms [2022-04-01 04:00:05 main:574] : INFO : Epoch 2005 | loss: 0.0311611 | val_loss: 0.0311772 | Time: 1884.8 ms [2022-04-01 04:00:06 main:574] : INFO : Epoch 2006 | loss: 0.0311647 | val_loss: 0.0311812 | Time: 1886.01 ms [2022-04-01 04:00:08 main:574] : INFO : Epoch 2007 | loss: 0.0311644 | val_loss: 0.0311757 | Time: 1963.67 ms [2022-04-01 04:00:10 main:574] : INFO : Epoch 2008 | loss: 0.0311618 | val_loss: 0.0311766 | Time: 1890.64 ms [2022-04-01 04:00:12 main:574] : INFO : Epoch 2009 | loss: 0.0311626 | val_loss: 0.0311742 | Time: 1876.74 ms [2022-04-01 04:00:14 main:574] : INFO : Epoch 2010 | loss: 0.0311624 | val_loss: 0.0311772 | Time: 1874.24 ms [2022-04-01 04:00:16 main:574] : INFO : Epoch 2011 | loss: 0.0311623 | val_loss: 0.0311758 | Time: 1923.74 ms [2022-04-01 04:00:18 main:574] : INFO : Epoch 2012 | loss: 0.0311618 | val_loss: 0.031175 | Time: 1884.58 ms [2022-04-01 04:00:20 main:574] : INFO : Epoch 2013 | loss: 0.0311621 | val_loss: 0.0311736 | Time: 1882.59 ms [2022-04-01 04:00:22 main:574] : INFO : Epoch 2014 | loss: 0.0311605 | val_loss: 0.0311754 | Time: 1877.73 ms [2022-04-01 04:00:24 main:574] : INFO : Epoch 2015 | loss: 0.0311602 | val_loss: 0.0311757 | Time: 1919.97 ms [2022-04-01 04:00:26 main:574] : INFO : Epoch 2016 | loss: 0.0311601 | val_loss: 0.0311733 | Time: 1909.66 ms [2022-04-01 04:00:27 main:574] : INFO : Epoch 2017 | loss: 0.0311619 | val_loss: 0.0311767 | Time: 1920.13 ms [2022-04-01 04:00:29 main:574] : INFO : Epoch 2018 | loss: 0.0311631 | val_loss: 0.0311756 | Time: 1934.44 ms [2022-04-01 04:00:31 main:574] : INFO : Epoch 2019 | loss: 0.0311621 | val_loss: 0.031174 | Time: 1910.51 ms [2022-04-01 04:00:33 main:574] : INFO : Epoch 2020 | loss: 0.0311607 | val_loss: 0.0311744 | Time: 1868.1 ms [2022-04-01 04:00:35 main:574] : INFO : Epoch 2021 | loss: 0.031161 | val_loss: 0.0311762 | Time: 1901.61 ms [2022-04-01 04:00:37 main:574] : INFO : Epoch 2022 | loss: 0.0311627 | val_loss: 0.0311748 | Time: 1944.14 ms [2022-04-01 04:00:39 main:574] : INFO : Epoch 2023 | loss: 0.0311615 | val_loss: 0.031176 | Time: 1882.77 ms [2022-04-01 04:00:41 main:574] : INFO : Epoch 2024 | loss: 0.0311617 | val_loss: 0.0311767 | Time: 1887.71 ms [2022-04-01 04:00:43 main:574] : INFO : Epoch 2025 | loss: 0.0311609 | val_loss: 0.0311764 | Time: 1864.97 ms [2022-04-01 04:00:45 main:574] : INFO : Epoch 2026 | loss: 0.0311592 | val_loss: 0.0311778 | Time: 1941.46 ms [2022-04-01 04:00:46 main:574] : INFO : Epoch 2027 | loss: 0.0311597 | val_loss: 0.0311772 | Time: 1859.73 ms [2022-04-01 04:00:48 main:574] : INFO : Epoch 2028 | loss: 0.0311652 | val_loss: 0.0311756 | Time: 1886.08 ms [2022-04-01 04:00:50 main:574] : INFO : Epoch 2029 | loss: 0.0311656 | val_loss: 0.0311753 | Time: 1915.34 ms [2022-04-01 04:00:52 main:574] : INFO : Epoch 2030 | loss: 0.0311643 | val_loss: 0.0311742 | Time: 1884.01 ms [2022-04-01 04:00:54 main:574] : INFO : Epoch 2031 | loss: 0.031164 | val_loss: 0.0311745 | Time: 1907.35 ms [2022-04-01 04:00:56 main:574] : INFO : Epoch 2032 | loss: 0.031165 | val_loss: 0.031176 | Time: 1874.63 ms [2022-04-01 04:00:58 main:574] : INFO : Epoch 2033 | loss: 0.0311652 | val_loss: 0.0311755 | Time: 1917.37 ms [2022-04-01 04:01:00 main:574] : INFO : Epoch 2034 | loss: 0.0311633 | val_loss: 0.0311738 | Time: 1885.25 ms [2022-04-01 04:01:02 main:574] : INFO : Epoch 2035 | loss: 0.0311632 | val_loss: 0.0311749 | Time: 1885.43 ms [2022-04-01 04:01:04 main:574] : INFO : Epoch 2036 | loss: 0.031165 | val_loss: 0.0311752 | Time: 1897.82 ms [2022-04-01 04:01:06 main:574] : INFO : Epoch 2037 | loss: 0.0311662 | val_loss: 0.0311773 | Time: 1956.63 ms [2022-04-01 04:01:07 main:574] : INFO : Epoch 2038 | loss: 0.0311663 | val_loss: 0.0311796 | Time: 1862.26 ms [2022-04-01 04:01:09 main:574] : INFO : Epoch 2039 | loss: 0.0311669 | val_loss: 0.0311777 | Time: 1876.57 ms [2022-04-01 04:01:11 main:574] : INFO : Epoch 2040 | loss: 0.0311648 | val_loss: 0.0311766 | Time: 1943.25 ms [2022-04-01 04:01:13 main:574] : INFO : Epoch 2041 | loss: 0.0311624 | val_loss: 0.0311758 | Time: 1863 ms [2022-04-01 04:01:15 main:574] : INFO : Epoch 2042 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 1876.12 ms [2022-04-01 04:01:17 main:574] : INFO : Epoch 2043 | loss: 0.0311765 | val_loss: 0.0311801 | Time: 1868.68 ms [2022-04-01 04:01:19 main:574] : INFO : Epoch 2044 | loss: 0.031175 | val_loss: 0.0311794 | Time: 1958.03 ms [2022-04-01 04:01:21 main:574] : INFO : Epoch 2045 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 1905.31 ms [2022-04-01 04:01:23 main:574] : INFO : Epoch 2046 | loss: 0.0311723 | val_loss: 0.0311802 | Time: 1885.46 ms [2022-04-01 04:01:25 main:574] : INFO : Epoch 2047 | loss: 0.0311722 | val_loss: 0.0311816 | Time: 1892.57 ms [2022-04-01 04:01:26 main:574] : INFO : Epoch 2048 | loss: 0.0311744 | val_loss: 0.0311822 | Time: 1942.52 ms [2022-04-01 04:01:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311822 [2022-04-01 04:01:26 main:603] : INFO : Saving end state to config to file [2022-04-01 04:01:26 main:608] : INFO : Success, exiting.. 04:01:26 (59152): 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)