Task 8498915
| Name | ParityModified-1634620890-6735-2_0 |
| Workunit | 5998940 |
| Created | 29 Oct 2021, 17:51:53 UTC |
| Sent | 1 Nov 2021, 11:43:29 UTC |
| Report deadline | 8 Nov 2021, 11:43:29 UTC |
| Received | 1 Nov 2021, 16:04:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 5 min 57 sec |
| CPU time | 1 hours 5 min 53 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> 7:03 main:581] : INFO : Epoch 1538 | loss: 0.0311675 | val_loss: 0.0311752 | Time: 1933.51 ms [2021-11-01 10:47:05 main:581] : INFO : Epoch 1539 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 1930.44 ms [2021-11-01 10:47:07 main:581] : INFO : Epoch 1540 | loss: 0.031166 | val_loss: 0.0311713 | Time: 1938.79 ms [2021-11-01 10:47:09 main:581] : INFO : Epoch 1541 | loss: 0.0311655 | val_loss: 0.0311719 | Time: 1939.84 ms [2021-11-01 10:47:11 main:581] : INFO : Epoch 1542 | loss: 0.0311635 | val_loss: 0.031172 | Time: 1962.7 ms [2021-11-01 10:47:13 main:581] : INFO : Epoch 1543 | loss: 0.0311642 | val_loss: 0.0311704 | Time: 1953.08 ms [2021-11-01 10:47:15 main:581] : INFO : Epoch 1544 | loss: 0.0311642 | val_loss: 0.0311721 | Time: 1930.79 ms [2021-11-01 10:47:17 main:581] : INFO : Epoch 1545 | loss: 0.031165 | val_loss: 0.0311716 | Time: 1946.53 ms [2021-11-01 10:47:19 main:581] : INFO : Epoch 1546 | loss: 0.0311638 | val_loss: 0.0311723 | Time: 1934.37 ms [2021-11-01 10:47:20 main:581] : INFO : Epoch 1547 | loss: 0.0311649 | val_loss: 0.0311826 | Time: 1938.99 ms [2021-11-01 10:47:22 main:581] : INFO : Epoch 1548 | loss: 0.0311678 | val_loss: 0.0311715 | Time: 1933.78 ms [2021-11-01 10:47:24 main:581] : INFO : Epoch 1549 | loss: 0.031167 | val_loss: 0.031174 | Time: 1933.82 ms [2021-11-01 10:47:26 main:581] : INFO : Epoch 1550 | loss: 0.031164 | val_loss: 0.0311744 | Time: 1929.41 ms [2021-11-01 10:47:28 main:581] : INFO : Epoch 1551 | loss: 0.0311651 | val_loss: 0.0311765 | Time: 1932.26 ms [2021-11-01 10:47:30 main:581] : INFO : Epoch 1552 | loss: 0.0311674 | val_loss: 0.0311739 | Time: 1933.49 ms [2021-11-01 10:47:32 main:581] : INFO : Epoch 1553 | loss: 0.0311656 | val_loss: 0.0311733 | Time: 1933.57 ms [2021-11-01 10:47:34 main:581] : INFO : Epoch 1554 | loss: 0.0311674 | val_loss: 0.0311718 | Time: 1945.77 ms [2021-11-01 10:47:36 main:581] : INFO : Epoch 1555 | loss: 0.0311659 | val_loss: 0.0311718 | Time: 1939.09 ms [2021-11-01 10:47:38 main:581] : INFO : Epoch 1556 | loss: 0.0311635 | val_loss: 0.0311758 | Time: 1928.26 ms [2021-11-01 10:47:40 main:581] : INFO : Epoch 1557 | loss: 0.0311655 | val_loss: 0.0311686 | Time: 1931.96 ms [2021-11-01 10:47:42 main:581] : INFO : Epoch 1558 | loss: 0.0311644 | val_loss: 0.0311684 | Time: 1924.37 ms [2021-11-01 10:47:44 main:581] : INFO : Epoch 1559 | loss: 0.0311679 | val_loss: 0.0311695 | Time: 1926.9 ms [2021-11-01 10:47:46 main:581] : INFO : Epoch 1560 | loss: 0.0311694 | val_loss: 0.0311683 | Time: 1931.62 ms [2021-11-01 10:47:48 main:581] : INFO : Epoch 1561 | loss: 0.0311669 | val_loss: 0.0311665 | Time: 1939.72 ms [2021-11-01 10:47:49 main:581] : INFO : Epoch 1562 | loss: 0.0311666 | val_loss: 0.0311719 | Time: 1921.14 ms [2021-11-01 10:47:51 main:581] : INFO : Epoch 1563 | loss: 0.0311704 | val_loss: 0.0311776 | Time: 1924.42 ms [2021-11-01 10:47:53 main:581] : INFO : Epoch 1564 | loss: 0.0311712 | val_loss: 0.0311695 | Time: 1938.33 ms [2021-11-01 10:47:55 main:581] : INFO : Epoch 1565 | loss: 0.0311652 | val_loss: 0.0311702 | Time: 1949.75 ms [2021-11-01 10:47:57 main:581] : INFO : Epoch 1566 | loss: 0.0311645 | val_loss: 0.0311722 | Time: 1950.99 ms [2021-11-01 10:47:59 main:581] : INFO : Epoch 1567 | loss: 0.031164 | val_loss: 0.0311675 | Time: 1967.14 ms [2021-11-01 10:48:01 main:581] : INFO : Epoch 1568 | loss: 0.0311627 | val_loss: 0.0311674 | Time: 1965.94 ms [2021-11-01 10:48:03 main:581] : INFO : Epoch 1569 | loss: 0.0311662 | val_loss: 0.0311691 | Time: 1963.44 ms [2021-11-01 10:48:05 main:581] : INFO : Epoch 1570 | loss: 0.0311658 | val_loss: 0.0311675 | Time: 1961.06 ms [2021-11-01 10:48:07 main:581] : INFO : Epoch 1571 | loss: 0.0311644 | val_loss: 0.0311683 | Time: 1968.05 ms [2021-11-01 10:48:09 main:581] : INFO : Epoch 1572 | loss: 0.0311636 | val_loss: 0.0311672 | Time: 1965.26 ms [2021-11-01 10:48:11 main:581] : INFO : Epoch 1573 | loss: 0.0311634 | val_loss: 0.0311692 | Time: 1959.36 ms [2021-11-01 10:48:13 main:581] : INFO : Epoch 1574 | loss: 0.0311653 | val_loss: 0.0311697 | Time: 1922.02 ms [2021-11-01 10:48:15 main:581] : INFO : Epoch 1575 | loss: 0.0311631 | val_loss: 0.0311657 | Time: 1920.66 ms [2021-11-01 10:48:17 main:581] : INFO : Epoch 1576 | loss: 0.0311626 | val_loss: 0.0311659 | Time: 1920.55 ms [2021-11-01 10:48:19 main:581] : INFO : Epoch 1577 | loss: 0.0311621 | val_loss: 0.0311656 | Time: 1923.47 ms [2021-11-01 10:48:21 main:581] : INFO : Epoch 1578 | loss: 0.0311632 | val_loss: 0.0311763 | Time: 1925.44 ms [2021-11-01 10:48:23 main:581] : INFO : Epoch 1579 | loss: 0.0311669 | val_loss: 0.0311674 | Time: 1916.94 ms [2021-11-01 10:48:24 main:581] : INFO : Epoch 1580 | loss: 0.0311627 | val_loss: 0.0311774 | Time: 1930.26 ms [2021-11-01 10:48:26 main:581] : INFO : Epoch 1581 | loss: 0.031163 | val_loss: 0.0311695 | Time: 1933.07 ms [2021-11-01 10:48:28 main:581] : INFO : Epoch 1582 | loss: 0.0311624 | val_loss: 0.0311662 | Time: 1945.32 ms [2021-11-01 10:48:30 main:581] : INFO : Epoch 1583 | loss: 0.0311619 | val_loss: 0.0311689 | Time: 1947.8 ms [2021-11-01 10:48:32 main:581] : INFO : Epoch 1584 | loss: 0.0311649 | val_loss: 0.0311809 | Time: 1958.97 ms [2021-11-01 10:48:34 main:581] : INFO : Epoch 1585 | loss: 0.0311681 | val_loss: 0.0311662 | Time: 1952.15 ms [2021-11-01 10:48:36 main:581] : INFO : Epoch 1586 | loss: 0.0311647 | val_loss: 0.0311662 | Time: 1950.5 ms [2021-11-01 10:48:38 main:581] : INFO : Epoch 1587 | loss: 0.0311661 | val_loss: 0.0311702 | Time: 1958.15 ms [2021-11-01 10:48:40 main:581] : INFO : Epoch 1588 | loss: 0.0311659 | val_loss: 0.0311673 | Time: 1939.94 ms [2021-11-01 10:48:42 main:581] : INFO : Epoch 1589 | loss: 0.031171 | val_loss: 0.0311663 | Time: 1934.09 ms [2021-11-01 10:48:44 main:581] : INFO : Epoch 1590 | loss: 0.0311685 | val_loss: 0.0311657 | Time: 1953.03 ms [2021-11-01 10:48:46 main:581] : INFO : Epoch 1591 | loss: 0.0311663 | val_loss: 0.0311653 | Time: 1951.3 ms [2021-11-01 10:48:48 main:581] : INFO : Epoch 1592 | loss: 0.0311667 | val_loss: 0.0311683 | Time: 1892.83 ms [2021-11-01 10:48:50 main:581] : INFO : Epoch 1593 | loss: 0.0311669 | val_loss: 0.0311658 | Time: 1874.87 ms [2021-11-01 10:48:52 main:581] : INFO : Epoch 1594 | loss: 0.0311675 | val_loss: 0.031167 | Time: 1935.51 ms [2021-11-01 10:48:54 main:581] : INFO : Epoch 1595 | loss: 0.031168 | val_loss: 0.0311671 | Time: 1943.82 ms [2021-11-01 10:48:55 main:581] : INFO : Epoch 1596 | loss: 0.0311661 | val_loss: 0.0311665 | Time: 1944.87 ms [2021-11-01 10:48:57 main:581] : INFO : Epoch 1597 | loss: 0.0311652 | val_loss: 0.0311655 | Time: 1915.77 ms [2021-11-01 10:48:59 main:581] : INFO : Epoch 1598 | loss: 0.031165 | val_loss: 0.0311725 | Time: 1922.9 ms [2021-11-01 10:49:01 main:581] : INFO : Epoch 1599 | loss: 0.0311665 | val_loss: 0.0311657 | Time: 1929.09 ms [2021-11-01 10:49:03 main:581] : INFO : Epoch 1600 | loss: 0.0311668 | val_loss: 0.0311673 | Time: 1924.99 ms [2021-11-01 10:49:05 main:581] : INFO : Epoch 1601 | loss: 0.0311635 | val_loss: 0.0311657 | Time: 1943.64 ms [2021-11-01 10:49:07 main:581] : INFO : Epoch 1602 | loss: 0.0311627 | val_loss: 0.0311656 | Time: 1955.8 ms [2021-11-01 10:49:09 main:581] : INFO : Epoch 1603 | loss: 0.0311631 | val_loss: 0.0311645 | Time: 1943.88 ms [2021-11-01 10:49:11 main:581] : INFO : Epoch 1604 | loss: 0.0311621 | val_loss: 0.0311643 | Time: 1931.36 ms [2021-11-01 10:49:13 main:581] : INFO : Epoch 1605 | loss: 0.0311626 | val_loss: 0.0311655 | Time: 1935.12 ms [2021-11-01 10:49:15 main:581] : INFO : Epoch 1606 | loss: 0.0311603 | val_loss: 0.0311646 | Time: 1918.78 ms [2021-11-01 10:49:17 main:581] : INFO : Epoch 1607 | loss: 0.03116 | val_loss: 0.0311651 | Time: 1921.16 ms [2021-11-01 10:49:19 main:581] : INFO : Epoch 1608 | loss: 0.0311625 | val_loss: 0.031171 | Time: 1925.7 ms [2021-11-01 10:49:21 main:581] : INFO : Epoch 1609 | loss: 0.0311621 | val_loss: 0.0311648 | Time: 1930.78 ms [2021-11-01 10:49:22 main:581] : INFO : Epoch 1610 | loss: 0.0311601 | val_loss: 0.0311722 | Time: 1934.46 ms [2021-11-01 10:49:24 main:581] : INFO : Epoch 1611 | loss: 0.0311616 | val_loss: 0.0311646 | Time: 1930.18 ms [2021-11-01 10:49:26 main:581] : INFO : Epoch 1612 | loss: 0.0311588 | val_loss: 0.0311661 | Time: 1940.98 ms [2021-11-01 10:49:28 main:581] : INFO : Epoch 1613 | loss: 0.0311602 | val_loss: 0.0311719 | Time: 1899.24 ms [2021-11-01 10:49:30 main:581] : INFO : Epoch 1614 | loss: 0.0311671 | val_loss: 0.0311644 | Time: 1863.77 ms [2021-11-01 10:49:32 main:581] : INFO : Epoch 1615 | loss: 0.0311633 | val_loss: 0.0311664 | Time: 1959.8 ms [2021-11-01 10:49:34 main:581] : INFO : Epoch 1616 | loss: 0.0311617 | val_loss: 0.0311707 | Time: 1907.22 ms [2021-11-01 10:49:36 main:581] : INFO : Epoch 1617 | loss: 0.0311641 | val_loss: 0.0311667 | Time: 1855.14 ms [2021-11-01 10:49:38 main:581] : INFO : Epoch 1618 | loss: 0.0311613 | val_loss: 0.0311697 | Time: 1851.91 ms [2021-11-01 10:49:40 main:581] : INFO : Epoch 1619 | loss: 0.0311636 | val_loss: 0.0311647 | Time: 1854.25 ms [2021-11-01 10:49:41 main:581] : INFO : Epoch 1620 | loss: 0.031162 | val_loss: 0.0311737 | Time: 1852.3 ms [2021-11-01 10:49:43 main:581] : INFO : Epoch 1621 | loss: 0.0311588 | val_loss: 0.0311667 | Time: 1873.57 ms [2021-11-01 10:49:45 main:581] : INFO : Epoch 1622 | loss: 0.0311581 | val_loss: 0.0311668 | Time: 1950.07 ms [2021-11-01 10:49:47 main:581] : INFO : Epoch 1623 | loss: 0.0311571 | val_loss: 0.0311683 | Time: 1953.56 ms [2021-11-01 10:49:49 main:581] : INFO : Epoch 1624 | loss: 0.0311575 | val_loss: 0.0311677 | Time: 1947.4 ms [2021-11-01 10:49:51 main:581] : INFO : Epoch 1625 | loss: 0.031157 | val_loss: 0.0311695 | Time: 1948.64 ms [2021-11-01 10:49:53 main:581] : INFO : Epoch 1626 | loss: 0.0311563 | val_loss: 0.031166 | Time: 1919.18 ms [2021-11-01 10:49:55 main:581] : INFO : Epoch 1627 | loss: 0.0311565 | val_loss: 0.0311662 | Time: 1944.68 ms [2021-11-01 10:49:57 main:581] : INFO : Epoch 1628 | loss: 0.0311563 | val_loss: 0.0311692 | Time: 1951.01 ms [2021-11-01 10:49:59 main:581] : INFO : Epoch 1629 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 1958.29 ms [2021-11-01 10:50:01 main:581] : INFO : Epoch 1630 | loss: 0.0311575 | val_loss: 0.0311671 | Time: 1937.97 ms [2021-11-01 10:50:03 main:581] : INFO : Epoch 1631 | loss: 0.0311565 | val_loss: 0.0311685 | Time: 1942.83 ms [2021-11-01 10:50:05 main:581] : INFO : Epoch 1632 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 1921.35 ms [2021-11-01 10:50:07 main:581] : INFO : Epoch 1633 | loss: 0.0311562 | val_loss: 0.0311719 | Time: 1920.57 ms [2021-11-01 10:50:09 main:581] : INFO : Epoch 1634 | loss: 0.0311571 | val_loss: 0.0311678 | Time: 1921.33 ms [2021-11-01 10:50:10 main:581] : INFO : Epoch 1635 | loss: 0.031157 | val_loss: 0.0311658 | Time: 1922.12 ms [2021-11-01 10:50:12 main:581] : INFO : Epoch 1636 | loss: 0.0311562 | val_loss: 0.0311655 | Time: 1942.72 ms [2021-11-01 10:50:14 main:581] : INFO : Epoch 1637 | loss: 0.0311569 | val_loss: 0.0311647 | Time: 1938.66 ms [2021-11-01 10:50:16 main:581] : INFO : Epoch 1638 | loss: 0.0311613 | val_loss: 0.0311766 | Time: 1948.28 ms [2021-11-01 10:50:18 main:581] : INFO : Epoch 1639 | loss: 0.0311789 | val_loss: 0.0311756 | Time: 1940.68 ms [2021-11-01 10:50:20 main:581] : INFO : Epoch 1640 | loss: 0.0311764 | val_loss: 0.0311745 | Time: 1858.06 ms [2021-11-01 10:50:22 main:581] : INFO : Epoch 1641 | loss: 0.0311738 | val_loss: 0.0311757 | Time: 1852.35 ms [2021-11-01 10:50:24 main:581] : INFO : Epoch 1642 | loss: 0.0311732 | val_loss: 0.0311752 | Time: 1853.94 ms [2021-11-01 10:50:26 main:581] : INFO : Epoch 1643 | loss: 0.0311701 | val_loss: 0.0311725 | Time: 1856.28 ms [2021-11-01 10:50:28 main:581] : INFO : Epoch 1644 | loss: 0.0311693 | val_loss: 0.03117 | Time: 1917.81 ms [2021-11-01 10:50:29 main:581] : INFO : Epoch 1645 | loss: 0.0311691 | val_loss: 0.0311706 | Time: 1939.97 ms [2021-11-01 10:50:31 main:581] : INFO : Epoch 1646 | loss: 0.0311687 | val_loss: 0.0311723 | Time: 1945.92 ms [2021-11-01 10:50:33 main:581] : INFO : Epoch 1647 | loss: 0.0311695 | val_loss: 0.0311719 | Time: 1950.48 ms [2021-11-01 10:50:35 main:581] : INFO : Epoch 1648 | loss: 0.0311647 | val_loss: 0.0311662 | Time: 1947.22 ms [2021-11-01 10:50:37 main:581] : INFO : Epoch 1649 | loss: 0.0311637 | val_loss: 0.0311681 | Time: 1939.09 ms [2021-11-01 10:50:39 main:581] : INFO : Epoch 1650 | loss: 0.0311639 | val_loss: 0.0311665 | Time: 1951.59 ms [2021-11-01 10:50:41 main:581] : INFO : Epoch 1651 | loss: 0.0311637 | val_loss: 0.031166 | Time: 1951.44 ms [2021-11-01 10:50:43 main:581] : INFO : Epoch 1652 | loss: 0.0311622 | val_loss: 0.031169 | Time: 1936.39 ms [2021-11-01 10:50:45 main:581] : INFO : Epoch 1653 | loss: 0.0311633 | val_loss: 0.0311659 | Time: 1933.32 ms [2021-11-01 10:50:47 main:581] : INFO : Epoch 1654 | loss: 0.0311641 | val_loss: 0.0311719 | Time: 1928.85 ms [2021-11-01 10:50:49 main:581] : INFO : Epoch 1655 | loss: 0.031164 | val_loss: 0.0311652 | Time: 1930.94 ms [2021-11-01 10:50:51 main:581] : INFO : Epoch 1656 | loss: 0.0311637 | val_loss: 0.031171 | Time: 1938.18 ms [2021-11-01 10:50:53 main:581] : INFO : Epoch 1657 | loss: 0.031163 | val_loss: 0.0311654 | Time: 1947.59 ms [2021-11-01 10:50:55 main:581] : INFO : Epoch 1658 | loss: 0.0311634 | val_loss: 0.0311672 | Time: 1941.14 ms [2021-11-01 10:50:57 main:581] : INFO : Epoch 1659 | loss: 0.031165 | val_loss: 0.0311662 | Time: 1923.56 ms [2021-11-01 10:50:59 main:581] : INFO : Epoch 1660 | loss: 0.0311628 | val_loss: 0.0311691 | Time: 1924.16 ms [2021-11-01 10:51:01 main:581] : INFO : Epoch 1661 | loss: 0.0311616 | val_loss: 0.031165 | Time: 1924.79 ms [2021-11-01 10:51:02 main:581] : INFO : Epoch 1662 | loss: 0.0311608 | val_loss: 0.031164 | Time: 1952.77 ms [2021-11-01 10:51:04 main:581] : INFO : Epoch 1663 | loss: 0.0311598 | val_loss: 0.0311639 | Time: 1954.02 ms [2021-11-01 10:51:06 main:581] : INFO : Epoch 1664 | loss: 0.0311592 | val_loss: 0.0311663 | Time: 1939.73 ms [2021-11-01 10:51:08 main:581] : INFO : Epoch 1665 | loss: 0.0311598 | val_loss: 0.0311683 | Time: 1948.85 ms [2021-11-01 10:51:10 main:581] : INFO : Epoch 1666 | loss: 0.0311605 | val_loss: 0.0311658 | Time: 1938.2 ms [2021-11-01 10:51:12 main:581] : INFO : Epoch 1667 | loss: 0.031161 | val_loss: 0.0311662 | Time: 1929.01 ms [2021-11-01 10:51:14 main:581] : INFO : Epoch 1668 | loss: 0.0311625 | val_loss: 0.0311696 | Time: 1936.2 ms [2021-11-01 10:51:16 main:581] : INFO : Epoch 1669 | loss: 0.0311616 | val_loss: 0.0311653 | Time: 1934.54 ms [2021-11-01 10:51:18 main:581] : INFO : Epoch 1670 | loss: 0.0311599 | val_loss: 0.0311653 | Time: 1900.11 ms [2021-11-01 10:51:20 main:581] : INFO : Epoch 1671 | loss: 0.0311608 | val_loss: 0.0311641 | Time: 1929.85 ms [2021-11-01 10:51:22 main:581] : INFO : Epoch 1672 | loss: 0.0311584 | val_loss: 0.0311636 | Time: 1870.65 ms [2021-11-01 10:51:24 main:581] : INFO : Epoch 1673 | loss: 0.0311586 | val_loss: 0.031164 | Time: 1862.41 ms [2021-11-01 10:51:26 main:581] : INFO : Epoch 1674 | loss: 0.0311586 | val_loss: 0.0311654 | Time: 1915.13 ms [2021-11-01 10:51:27 main:581] : INFO : Epoch 1675 | loss: 0.031158 | val_loss: 0.0311627 | Time: 1914.12 ms [2021-11-01 10:51:29 main:581] : INFO : Epoch 1676 | loss: 0.0311578 | val_loss: 0.0311681 | Time: 1865.38 ms [2021-11-01 10:51:31 main:581] : INFO : Epoch 1677 | loss: 0.0311602 | val_loss: 0.0311669 | Time: 1857.51 ms [2021-11-01 10:51:33 main:581] : INFO : Epoch 1678 | loss: 0.0311599 | val_loss: 0.0311651 | Time: 1862.9 ms [2021-11-01 10:51:35 main:581] : INFO : Epoch 1679 | loss: 0.0311566 | val_loss: 0.0311643 | Time: 1868.02 ms [2021-11-01 10:51:37 main:581] : INFO : Epoch 1680 | loss: 0.0311567 | val_loss: 0.0311627 | Time: 1933.86 ms [2021-11-01 10:51:39 main:581] : INFO : Epoch 1681 | loss: 0.031157 | val_loss: 0.0311663 | Time: 1938.35 ms [2021-11-01 10:51:41 main:581] : INFO : Epoch 1682 | loss: 0.0311609 | val_loss: 0.0311624 | Time: 1934.12 ms [2021-11-01 10:51:43 main:581] : INFO : Epoch 1683 | loss: 0.0311569 | val_loss: 0.0311638 | Time: 1935.19 ms [2021-11-01 10:51:45 main:581] : INFO : Epoch 1684 | loss: 0.0311595 | val_loss: 0.0311641 | Time: 1936.6 ms [2021-11-01 10:51:47 main:581] : INFO : Epoch 1685 | loss: 0.0311589 | val_loss: 0.0311634 | Time: 1939.59 ms [2021-11-01 10:51:48 main:581] : INFO : Epoch 1686 | loss: 0.0311577 | val_loss: 0.0311637 | Time: 1939.34 ms [2021-11-01 10:51:50 main:581] : INFO : Epoch 1687 | loss: 0.031157 | val_loss: 0.0311633 | Time: 1940.43 ms [2021-11-01 10:51:52 main:581] : INFO : Epoch 1688 | loss: 0.0311572 | val_loss: 0.0311617 | Time: 1950.14 ms [2021-11-01 10:51:54 main:581] : INFO : Epoch 1689 | loss: 0.0311565 | val_loss: 0.0311645 | Time: 1936.3 ms [2021-11-01 10:51:56 main:581] : INFO : Epoch 1690 | loss: 0.0311575 | val_loss: 0.0311663 | Time: 1913.26 ms [2021-11-01 10:51:58 main:581] : INFO : Epoch 1691 | loss: 0.0311589 | val_loss: 0.0311714 | Time: 1892.61 ms [2021-11-01 10:52:00 main:581] : INFO : Epoch 1692 | loss: 0.0311569 | val_loss: 0.0311714 | Time: 1936.27 ms [2021-11-01 10:52:02 main:581] : INFO : Epoch 1693 | loss: 0.0311659 | val_loss: 0.0311806 | Time: 1932.72 ms [2021-11-01 10:52:04 main:581] : INFO : Epoch 1694 | loss: 0.0311599 | val_loss: 0.0311687 | Time: 1857.08 ms [2021-11-01 10:52:06 main:581] : INFO : Epoch 1695 | loss: 0.031156 | val_loss: 0.031163 | Time: 1857.97 ms [2021-11-01 10:52:08 main:581] : INFO : Epoch 1696 | loss: 0.0311547 | val_loss: 0.0311618 | Time: 1886.8 ms [2021-11-01 10:52:09 main:581] : INFO : Epoch 1697 | loss: 0.0311544 | val_loss: 0.0311632 | Time: 1935.68 ms [2021-11-01 10:52:11 main:581] : INFO : Epoch 1698 | loss: 0.0311568 | val_loss: 0.0311621 | Time: 1931.46 ms [2021-11-01 10:52:13 main:581] : INFO : Epoch 1699 | loss: 0.0311552 | val_loss: 0.0311642 | Time: 1934.09 ms [2021-11-01 10:52:15 main:581] : INFO : Epoch 1700 | loss: 0.0311553 | val_loss: 0.031164 | Time: 1937.08 ms [2021-11-01 10:52:17 main:581] : INFO : Epoch 1701 | loss: 0.0311535 | val_loss: 0.0311612 | Time: 1941.72 ms [2021-11-01 10:52:19 main:581] : INFO : Epoch 1702 | loss: 0.0311528 | val_loss: 0.0311627 | Time: 1934.92 ms [2021-11-01 10:52:21 main:581] : INFO : Epoch 1703 | loss: 0.0311567 | val_loss: 0.0311688 | Time: 1938.69 ms [2021-11-01 10:52:23 main:581] : INFO : Epoch 1704 | loss: 0.031163 | val_loss: 0.0311633 | Time: 1939.66 ms [2021-11-01 10:52:25 main:581] : INFO : Epoch 1705 | loss: 0.0311599 | val_loss: 0.031162 | Time: 1932.81 ms [2021-11-01 10:52:27 main:581] : INFO : Epoch 1706 | loss: 0.0311568 | val_loss: 0.0311614 | Time: 1938.1 ms [2021-11-01 10:52:29 main:581] : INFO : Epoch 1707 | loss: 0.0311552 | val_loss: 0.0311639 | Time: 1963.66 ms [2021-11-01 10:52:31 main:581] : INFO : Epoch 1708 | loss: 0.0311539 | val_loss: 0.031163 | Time: 1920.92 ms [2021-11-01 10:52:33 main:581] : INFO : Epoch 1709 | loss: 0.0311528 | val_loss: 0.0311597 | Time: 1940.23 ms [2021-11-01 10:52:35 main:581] : INFO : Epoch 1710 | loss: 0.0311527 | val_loss: 0.0311655 | Time: 1931.03 ms [2021-11-01 10:52:37 main:581] : INFO : Epoch 1711 | loss: 0.0311536 | val_loss: 0.0311646 | Time: 1933.64 ms [2021-11-01 10:52:39 main:581] : INFO : Epoch 1712 | loss: 0.031151 | val_loss: 0.0311611 | Time: 1930.18 ms [2021-11-01 10:52:40 main:581] : INFO : Epoch 1713 | loss: 0.0311526 | val_loss: 0.0311612 | Time: 1927 ms [2021-11-01 10:52:42 main:581] : INFO : Epoch 1714 | loss: 0.0311516 | val_loss: 0.0311613 | Time: 1922.33 ms [2021-11-01 10:52:44 main:581] : INFO : Epoch 1715 | loss: 0.0311519 | val_loss: 0.0311616 | Time: 1937.6 ms [2021-11-01 10:52:46 main:581] : INFO : Epoch 1716 | loss: 0.0311525 | val_loss: 0.0311699 | Time: 1945.39 ms [2021-11-01 10:52:48 main:581] : INFO : Epoch 1717 | loss: 0.0311523 | val_loss: 0.031161 | Time: 1911.18 ms [2021-11-01 10:52:50 main:581] : INFO : Epoch 1718 | loss: 0.031151 | val_loss: 0.0311605 | Time: 1894.74 ms [2021-11-01 10:52:52 main:581] : INFO : Epoch 1719 | loss: 0.0311521 | val_loss: 0.031161 | Time: 1931.66 ms [2021-11-01 10:52:54 main:581] : INFO : Epoch 1720 | loss: 0.0311499 | val_loss: 0.0311601 | Time: 1925.76 ms [2021-11-01 10:52:56 main:581] : INFO : Epoch 1721 | loss: 0.0311489 | val_loss: 0.0311592 | Time: 1922.77 ms [2021-11-01 10:52:58 main:581] : INFO : Epoch 1722 | loss: 0.031149 | val_loss: 0.0311615 | Time: 1939.82 ms [2021-11-01 10:53:00 main:581] : INFO : Epoch 1723 | loss: 0.0311502 | val_loss: 0.0311631 | Time: 1918.49 ms [2021-11-01 10:53:02 main:581] : INFO : Epoch 1724 | loss: 0.0311494 | val_loss: 0.0311625 | Time: 1947.84 ms [2021-11-01 10:53:04 main:581] : INFO : Epoch 1725 | loss: 0.0311489 | val_loss: 0.0311621 | Time: 1962.95 ms [2021-11-01 10:53:06 main:581] : INFO : Epoch 1726 | loss: 0.031152 | val_loss: 0.0311642 | Time: 1956.17 ms [2021-11-01 10:53:08 main:581] : INFO : Epoch 1727 | loss: 0.031151 | val_loss: 0.0311601 | Time: 1951.66 ms [2021-11-01 10:53:09 main:581] : INFO : Epoch 1728 | loss: 0.0311503 | val_loss: 0.0311595 | Time: 1853.78 ms [2021-11-01 10:53:11 main:581] : INFO : Epoch 1729 | loss: 0.0311501 | val_loss: 0.0311581 | Time: 1859.13 ms [2021-11-01 10:53:13 main:581] : INFO : Epoch 1730 | loss: 0.0311497 | val_loss: 0.0311603 | Time: 1910.57 ms [2021-11-01 10:53:15 main:581] : INFO : Epoch 1731 | loss: 0.0311492 | val_loss: 0.0311597 | Time: 1931.76 ms [2021-11-01 10:53:17 main:581] : INFO : Epoch 1732 | loss: 0.0311482 | val_loss: 0.0311588 | Time: 1946.82 ms [2021-11-01 10:53:19 main:581] : INFO : Epoch 1733 | loss: 0.0311496 | val_loss: 0.0311628 | Time: 1953.25 ms [2021-11-01 10:53:21 main:581] : INFO : Epoch 1734 | loss: 0.0311496 | val_loss: 0.0311602 | Time: 1949.97 ms [2021-11-01 10:53:23 main:581] : INFO : Epoch 1735 | loss: 0.031148 | val_loss: 0.0311601 | Time: 1906.18 ms [2021-11-01 10:53:25 main:581] : INFO : Epoch 1736 | loss: 0.0311477 | val_loss: 0.0311614 | Time: 1876.71 ms [2021-11-01 10:53:27 main:581] : INFO : Epoch 1737 | loss: 0.0311469 | val_loss: 0.0311628 | Time: 1915.8 ms [2021-11-01 10:53:29 main:581] : INFO : Epoch 1738 | loss: 0.0311476 | val_loss: 0.0311614 | Time: 1924.77 ms [2021-11-01 10:53:31 main:581] : INFO : Epoch 1739 | loss: 0.0311501 | val_loss: 0.0311612 | Time: 1944.25 ms [2021-11-01 10:53:32 main:581] : INFO : Epoch 1740 | loss: 0.0311484 | val_loss: 0.031169 | Time: 1931.57 ms [2021-11-01 10:53:34 main:581] : INFO : Epoch 1741 | loss: 0.0311488 | val_loss: 0.0311627 | Time: 1927.49 ms [2021-11-01 10:53:36 main:581] : INFO : Epoch 1742 | loss: 0.0311521 | val_loss: 0.0311637 | Time: 1929.83 ms [2021-11-01 10:53:38 main:581] : INFO : Epoch 1743 | loss: 0.0311483 | val_loss: 0.0311611 | Time: 1933.51 ms [2021-11-01 10:53:40 main:581] : INFO : Epoch 1744 | loss: 0.0311482 | val_loss: 0.0311591 | Time: 1930.49 ms [2021-11-01 10:53:42 main:581] : INFO : Epoch 1745 | loss: 0.0311486 | val_loss: 0.0311591 | Time: 1933.21 ms [2021-11-01 10:53:44 main:581] : INFO : Epoch 1746 | loss: 0.0311476 | val_loss: 0.03116 | Time: 1930.99 ms [2021-11-01 10:53:46 main:581] : INFO : Epoch 1747 | loss: 0.0311473 | val_loss: 0.0311602 | Time: 1929.9 ms [2021-11-01 10:53:48 main:581] : INFO : Epoch 1748 | loss: 0.0311456 | val_loss: 0.0311591 | Time: 1928.13 ms [2021-11-01 10:53:50 main:581] : INFO : Epoch 1749 | loss: 0.0311464 | val_loss: 0.0311624 | Time: 1925.94 ms [2021-11-01 10:53:52 main:581] : INFO : Epoch 1750 | loss: 0.0311463 | val_loss: 0.0311604 | Time: 1931 ms [2021-11-01 10:53:54 main:581] : INFO : Epoch 1751 | loss: 0.0311494 | val_loss: 0.0311633 | Time: 1934.13 ms [2021-11-01 10:53:56 main:581] : INFO : Epoch 1752 | loss: 0.0311472 | val_loss: 0.0311641 | Time: 1931.62 ms [2021-11-01 10:53:58 main:581] : INFO : Epoch 1753 | loss: 0.0311463 | val_loss: 0.0311599 | Time: 1926.32 ms [2021-11-01 10:53:59 main:581] : INFO : Epoch 1754 | loss: 0.0311455 | val_loss: 0.0311675 | Time: 1928.59 ms [2021-11-01 10:54:01 main:581] : INFO : Epoch 1755 | loss: 0.031148 | val_loss: 0.0311609 | Time: 1937.39 ms [2021-11-01 10:54:03 main:581] : INFO : Epoch 1756 | loss: 0.0311443 | val_loss: 0.0311662 | Time: 1940.87 ms [2021-11-01 10:54:05 main:581] : INFO : Epoch 1757 | loss: 0.0311445 | val_loss: 0.0311629 | Time: 1941.99 ms [2021-11-01 10:54:07 main:581] : INFO : Epoch 1758 | loss: 0.0311448 | val_loss: 0.0311603 | Time: 1936.43 ms [2021-11-01 10:54:09 main:581] : INFO : Epoch 1759 | loss: 0.0311481 | val_loss: 0.031161 | Time: 1926.14 ms [2021-11-01 10:54:11 main:581] : INFO : Epoch 1760 | loss: 0.0311473 | val_loss: 0.0311604 | Time: 1924.82 ms [2021-11-01 10:54:13 main:581] : INFO : Epoch 1761 | loss: 0.0311459 | val_loss: 0.0311651 | Time: 1943.6 ms [2021-11-01 10:54:15 main:581] : INFO : Epoch 1762 | loss: 0.0311445 | val_loss: 0.0311601 | Time: 1937.6 ms [2021-11-01 10:54:17 main:581] : INFO : Epoch 1763 | loss: 0.0311446 | val_loss: 0.0311602 | Time: 1950.19 ms [2021-11-01 10:54:19 main:581] : INFO : Epoch 1764 | loss: 0.031144 | val_loss: 0.0311622 | Time: 1970.65 ms [2021-11-01 10:54:21 main:581] : INFO : Epoch 1765 | loss: 0.0311423 | val_loss: 0.0311613 | Time: 1967.12 ms [2021-11-01 10:54:23 main:581] : INFO : Epoch 1766 | loss: 0.0311485 | val_loss: 0.0311617 | Time: 1953.58 ms [2021-11-01 10:54:25 main:581] : INFO : Epoch 1767 | loss: 0.0311466 | val_loss: 0.0311624 | Time: 1944.31 ms [2021-11-01 10:54:27 main:581] : INFO : Epoch 1768 | loss: 0.0311487 | val_loss: 0.0311606 | Time: 1953.68 ms [2021-11-01 10:54:29 main:581] : INFO : Epoch 1769 | loss: 0.0311526 | val_loss: 0.0311594 | Time: 1937.27 ms [2021-11-01 10:54:31 main:581] : INFO : Epoch 1770 | loss: 0.0311476 | val_loss: 0.0311587 | Time: 1919.78 ms [2021-11-01 10:54:33 main:581] : INFO : Epoch 1771 | loss: 0.0311469 | val_loss: 0.0311656 | Time: 1957.81 ms [2021-11-01 10:54:34 main:581] : INFO : Epoch 1772 | loss: 0.0311537 | val_loss: 0.0311567 | Time: 1968.9 ms [2021-11-01 10:54:36 main:581] : INFO : Epoch 1773 | loss: 0.0311535 | val_loss: 0.0311571 | Time: 1952.06 ms [2021-11-01 10:54:38 main:581] : INFO : Epoch 1774 | loss: 0.0311494 | val_loss: 0.0311608 | Time: 1974.12 ms [2021-11-01 10:54:40 main:581] : INFO : Epoch 1775 | loss: 0.0311451 | val_loss: 0.0311579 | Time: 1969.8 ms [2021-11-01 10:54:42 main:581] : INFO : Epoch 1776 | loss: 0.0311452 | val_loss: 0.0311591 | Time: 1971 ms [2021-11-01 10:54:44 main:581] : INFO : Epoch 1777 | loss: 0.0311442 | val_loss: 0.0311648 | Time: 1972.07 ms [2021-11-01 10:54:46 main:581] : INFO : Epoch 1778 | loss: 0.0311453 | val_loss: 0.0311584 | Time: 1964.57 ms [2021-11-01 10:54:48 main:581] : INFO : Epoch 1779 | loss: 0.0311435 | val_loss: 0.0311582 | Time: 1967.83 ms [2021-11-01 10:54:50 main:581] : INFO : Epoch 1780 | loss: 0.0311432 | val_loss: 0.0311598 | Time: 1968.05 ms [2021-11-01 10:54:52 main:581] : INFO : Epoch 1781 | loss: 0.0311629 | val_loss: 0.031169 | Time: 1965.2 ms [2021-11-01 10:54:54 main:581] : INFO : Epoch 1782 | loss: 0.0311663 | val_loss: 0.0311638 | Time: 1952.32 ms [2021-11-01 10:54:56 main:581] : INFO : Epoch 1783 | loss: 0.0311662 | val_loss: 0.0311613 | Time: 1940.95 ms [2021-11-01 10:54:58 main:581] : INFO : Epoch 1784 | loss: 0.0311625 | val_loss: 0.0311607 | Time: 1940.08 ms [2021-11-01 10:55:00 main:581] : INFO : Epoch 1785 | loss: 0.0311583 | val_loss: 0.0311602 | Time: 1938.86 ms [2021-11-01 10:55:02 main:581] : INFO : Epoch 1786 | loss: 0.0311561 | val_loss: 0.0311612 | Time: 1939.97 ms [2021-11-01 10:55:04 main:581] : INFO : Epoch 1787 | loss: 0.0311564 | val_loss: 0.0311636 | Time: 1924.02 ms [2021-11-01 10:55:06 main:581] : INFO : Epoch 1788 | loss: 0.0311571 | val_loss: 0.0311589 | Time: 1932.07 ms [2021-11-01 10:55:08 main:581] : INFO : Epoch 1789 | loss: 0.0311539 | val_loss: 0.0311589 | Time: 1955.47 ms [2021-11-01 10:55:10 main:581] : INFO : Epoch 1790 | loss: 0.0311537 | val_loss: 0.0311603 | Time: 1944.8 ms [2021-11-01 10:55:12 main:581] : INFO : Epoch 1791 | loss: 0.0311534 | val_loss: 0.0311593 | Time: 1932.06 ms [2021-11-01 10:55:14 main:581] : INFO : Epoch 1792 | loss: 0.0311564 | val_loss: 0.0311611 | Time: 1974.46 ms [2021-11-01 10:55:16 main:581] : INFO : Epoch 1793 | loss: 0.0311527 | val_loss: 0.0311604 | Time: 1966.82 ms [2021-11-01 10:55:17 main:581] : INFO : Epoch 1794 | loss: 0.031152 | val_loss: 0.0311613 | Time: 1912.39 ms [2021-11-01 10:55:19 main:581] : INFO : Epoch 1795 | loss: 0.0311522 | val_loss: 0.0311586 | Time: 1927.45 ms [2021-11-01 10:55:21 main:581] : INFO : Epoch 1796 | loss: 0.0311518 | val_loss: 0.0311619 | Time: 1929.64 ms [2021-11-01 10:55:23 main:581] : INFO : Epoch 1797 | loss: 0.0311563 | val_loss: 0.0311599 | Time: 1930.38 ms [2021-11-01 10:55:25 main:581] : INFO : Epoch 1798 | loss: 0.0311589 | val_loss: 0.0311599 | Time: 1937.85 ms [2021-11-01 10:55:27 main:581] : INFO : Epoch 1799 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 1927.5 ms [2021-11-01 10:55:29 main:581] : INFO : Epoch 1800 | loss: 0.0311572 | val_loss: 0.03116 | Time: 1935.47 ms [2021-11-01 10:55:31 main:581] : INFO : Epoch 1801 | loss: 0.031153 | val_loss: 0.0311602 | Time: 1942.69 ms [2021-11-01 10:55:33 main:581] : INFO : Epoch 1802 | loss: 0.0311511 | val_loss: 0.0311581 | Time: 1969.05 ms [2021-11-01 10:55:35 main:581] : INFO : Epoch 1803 | loss: 0.0311519 | val_loss: 0.0311589 | Time: 1960.1 ms [2021-11-01 10:55:37 main:581] : INFO : Epoch 1804 | loss: 0.031151 | val_loss: 0.0311567 | Time: 1960.66 ms [2021-11-01 10:55:39 main:581] : INFO : Epoch 1805 | loss: 0.0311494 | val_loss: 0.0311576 | Time: 1963.75 ms [2021-11-01 10:55:41 main:581] : INFO : Epoch 1806 | loss: 0.0311499 | val_loss: 0.0311599 | Time: 1961.98 ms [2021-11-01 10:55:43 main:581] : INFO : Epoch 1807 | loss: 0.0311496 | val_loss: 0.0311583 | Time: 1963.76 ms [2021-11-01 10:55:45 main:581] : INFO : Epoch 1808 | loss: 0.03115 | val_loss: 0.0311596 | Time: 1946.56 ms [2021-11-01 10:55:47 main:581] : INFO : Epoch 1809 | loss: 0.0311497 | val_loss: 0.0311688 | Time: 1952.81 ms [2021-11-01 10:55:49 main:581] : INFO : Epoch 1810 | loss: 0.0311504 | val_loss: 0.0311576 | Time: 1961.45 ms [2021-11-01 10:55:51 main:581] : INFO : Epoch 1811 | loss: 0.0311486 | val_loss: 0.0311589 | Time: 1956.98 ms [2021-11-01 10:55:53 main:581] : INFO : Epoch 1812 | loss: 0.0311487 | val_loss: 0.0311565 | Time: 1952.38 ms [2021-11-01 10:55:54 main:581] : INFO : Epoch 1813 | loss: 0.0311486 | val_loss: 0.0311551 | Time: 1939.22 ms [2021-11-01 10:55:56 main:581] : INFO : Epoch 1814 | loss: 0.0311489 | val_loss: 0.031158 | Time: 1938.12 ms [2021-11-01 10:55:58 main:581] : INFO : Epoch 1815 | loss: 0.0311488 | val_loss: 0.0311563 | Time: 1948.48 ms [2021-11-01 10:56:00 main:581] : INFO : Epoch 1816 | loss: 0.031148 | val_loss: 0.0311572 | Time: 1972.93 ms [2021-11-01 10:56:02 main:581] : INFO : Epoch 1817 | loss: 0.0311491 | val_loss: 0.0311582 | Time: 1973 ms [2021-11-01 10:56:04 main:581] : INFO : Epoch 1818 | loss: 0.0311469 | val_loss: 0.0311602 | Time: 1975.56 ms [2021-11-01 10:56:06 main:581] : INFO : Epoch 1819 | loss: 0.0311485 | val_loss: 0.0311636 | Time: 1954.99 ms [2021-11-01 10:56:08 main:581] : INFO : Epoch 1820 | loss: 0.0311481 | val_loss: 0.0311586 | Time: 1931.27 ms [2021-11-01 10:56:10 main:581] : INFO : Epoch 1821 | loss: 0.0311467 | val_loss: 0.0311589 | Time: 1966.74 ms [2021-11-01 10:56:12 main:581] : INFO : Epoch 1822 | loss: 0.031147 | val_loss: 0.0311579 | Time: 1968.55 ms [2021-11-01 10:56:14 main:581] : INFO : Epoch 1823 | loss: 0.0311469 | val_loss: 0.0311598 | Time: 1952.29 ms [2021-11-01 10:56:16 main:581] : INFO : Epoch 1824 | loss: 0.0311475 | val_loss: 0.0311602 | Time: 1938.51 ms [2021-11-01 10:56:18 main:581] : INFO : Epoch 1825 | loss: 0.0311488 | val_loss: 0.0311641 | Time: 1955.95 ms [2021-11-01 10:56:20 main:581] : INFO : Epoch 1826 | loss: 0.0311464 | val_loss: 0.0311629 | Time: 1966.62 ms [2021-11-01 10:56:22 main:581] : INFO : Epoch 1827 | loss: 0.0311455 | val_loss: 0.0311628 | Time: 1946.86 ms [2021-11-01 10:56:24 main:581] : INFO : Epoch 1828 | loss: 0.0311448 | val_loss: 0.0311575 | Time: 1938.5 ms [2021-11-01 10:56:26 main:581] : INFO : Epoch 1829 | loss: 0.031145 | val_loss: 0.0311611 | Time: 1932.6 ms [2021-11-01 10:56:28 main:581] : INFO : Epoch 1830 | loss: 0.0311461 | val_loss: 0.0311592 | Time: 1933.45 ms [2021-11-01 10:56:30 main:581] : INFO : Epoch 1831 | loss: 0.0311458 | val_loss: 0.0311637 | Time: 1938.66 ms [2021-11-01 10:56:32 main:581] : INFO : Epoch 1832 | loss: 0.0311459 | val_loss: 0.0311613 | Time: 1946.83 ms [2021-11-01 10:56:34 main:581] : INFO : Epoch 1833 | loss: 0.0311448 | val_loss: 0.0311595 | Time: 1957.22 ms [2021-11-01 10:56:35 main:581] : INFO : Epoch 1834 | loss: 0.0311445 | val_loss: 0.0311593 | Time: 1961.3 ms [2021-11-01 10:56:37 main:581] : INFO : Epoch 1835 | loss: 0.0311438 | val_loss: 0.0311582 | Time: 1945.24 ms [2021-11-01 10:56:39 main:581] : INFO : Epoch 1836 | loss: 0.0311458 | val_loss: 0.0311585 | Time: 1944.82 ms [2021-11-01 10:56:41 main:581] : INFO : Epoch 1837 | loss: 0.0311448 | val_loss: 0.0311602 | Time: 1945.2 ms [2021-11-01 10:56:43 main:581] : INFO : Epoch 1838 | loss: 0.0311456 | val_loss: 0.0311652 | Time: 1949.02 ms [2021-11-01 10:56:45 main:581] : INFO : Epoch 1839 | loss: 0.0311456 | val_loss: 0.0311604 | Time: 1930.28 ms [2021-11-01 10:56:47 main:581] : INFO : Epoch 1840 | loss: 0.0311535 | val_loss: 0.0311581 | Time: 1956.61 ms [2021-11-01 10:56:49 main:581] : INFO : Epoch 1841 | loss: 0.0311529 | val_loss: 0.0311598 | Time: 1930.29 ms [2021-11-01 10:56:51 main:581] : INFO : Epoch 1842 | loss: 0.0311531 | val_loss: 0.0311596 | Time: 1927.14 ms [2021-11-01 10:56:53 main:581] : INFO : Epoch 1843 | loss: 0.0311507 | val_loss: 0.0311558 | Time: 1941.43 ms [2021-11-01 10:56:55 main:581] : INFO : Epoch 1844 | loss: 0.0311495 | val_loss: 0.0311568 | Time: 1937.11 ms [2021-11-01 10:56:57 main:581] : INFO : Epoch 1845 | loss: 0.0311474 | val_loss: 0.0311595 | Time: 1945.39 ms [2021-11-01 10:56:59 main:581] : INFO : Epoch 1846 | loss: 0.0311463 | val_loss: 0.0311549 | Time: 1919.17 ms [2021-11-01 10:57:01 main:581] : INFO : Epoch 1847 | loss: 0.0311468 | val_loss: 0.0311571 | Time: 1938.3 ms [2021-11-01 10:57:03 main:581] : INFO : Epoch 1848 | loss: 0.0311472 | val_loss: 0.0311609 | Time: 1935.41 ms [2021-11-01 10:57:05 main:581] : INFO : Epoch 1849 | loss: 0.0311482 | val_loss: 0.0311589 | Time: 1933.69 ms [2021-11-01 10:57:06 main:581] : INFO : Epoch 1850 | loss: 0.0311474 | val_loss: 0.0311593 | Time: 1918.89 ms [2021-11-01 10:57:08 main:581] : INFO : Epoch 1851 | loss: 0.0311466 | val_loss: 0.0311574 | Time: 1930.41 ms [2021-11-01 10:57:10 main:581] : INFO : Epoch 1852 | loss: 0.0311465 | val_loss: 0.0311586 | Time: 1932.54 ms [2021-11-01 10:57:12 main:581] : INFO : Epoch 1853 | loss: 0.031145 | val_loss: 0.0311584 | Time: 1909.04 ms [2021-11-01 10:57:14 main:581] : INFO : Epoch 1854 | loss: 0.0311441 | val_loss: 0.0311567 | Time: 1936.69 ms [2021-11-01 10:57:16 main:581] : INFO : Epoch 1855 | loss: 0.0311451 | val_loss: 0.0311558 | Time: 1921.74 ms [2021-11-01 10:57:18 main:581] : INFO : Epoch 1856 | loss: 0.0311453 | val_loss: 0.0311553 | Time: 1917.82 ms [2021-11-01 10:57:20 main:581] : INFO : Epoch 1857 | loss: 0.0311456 | val_loss: 0.0311573 | Time: 1919.68 ms [2021-11-01 10:57:22 main:581] : INFO : Epoch 1858 | loss: 0.0311456 | val_loss: 0.0311564 | Time: 1923.67 ms [2021-11-01 10:57:24 main:581] : INFO : Epoch 1859 | loss: 0.0311459 | val_loss: 0.0311559 | Time: 1930.4 ms [2021-11-01 10:57:26 main:581] : INFO : Epoch 1860 | loss: 0.0311461 | val_loss: 0.0311593 | Time: 1935.06 ms [2021-11-01 10:57:28 main:581] : INFO : Epoch 1861 | loss: 0.0311464 | val_loss: 0.0311606 | Time: 1932.66 ms [2021-11-01 10:57:30 main:581] : INFO : Epoch 1862 | loss: 0.0311526 | val_loss: 0.03116 | Time: 1928.65 ms [2021-11-01 10:57:32 main:581] : INFO : Epoch 1863 | loss: 0.0311571 | val_loss: 0.0311596 | Time: 1956.26 ms [2021-11-01 10:57:33 main:581] : INFO : Epoch 1864 | loss: 0.0311549 | val_loss: 0.031155 | Time: 1922.65 ms [2021-11-01 10:57:35 main:581] : INFO : Epoch 1865 | loss: 0.0311504 | val_loss: 0.0311564 | Time: 1933.27 ms [2021-11-01 10:57:37 main:581] : INFO : Epoch 1866 | loss: 0.031149 | val_loss: 0.0311561 | Time: 1929.99 ms [2021-11-01 10:57:39 main:581] : INFO : Epoch 1867 | loss: 0.0311479 | val_loss: 0.0311579 | Time: 1923.05 ms [2021-11-01 10:57:41 main:581] : INFO : Epoch 1868 | loss: 0.0311474 | val_loss: 0.0311569 | Time: 1932.29 ms [2021-11-01 10:57:43 main:581] : INFO : Epoch 1869 | loss: 0.0311481 | val_loss: 0.0311571 | Time: 1943.08 ms [2021-11-01 10:57:45 main:581] : INFO : Epoch 1870 | loss: 0.0311501 | val_loss: 0.0311565 | Time: 1924.28 ms [2021-11-01 10:57:47 main:581] : INFO : Epoch 1871 | loss: 0.0311498 | val_loss: 0.0311586 | Time: 1923.92 ms [2021-11-01 10:57:49 main:581] : INFO : Epoch 1872 | loss: 0.0311475 | val_loss: 0.0311559 | Time: 1918.44 ms [2021-11-01 10:57:51 main:581] : INFO : Epoch 1873 | loss: 0.0311456 | val_loss: 0.0311577 | Time: 1930.96 ms [2021-11-01 10:57:53 main:581] : INFO : Epoch 1874 | loss: 0.0311484 | val_loss: 0.0311547 | Time: 1933.71 ms [2021-11-01 10:57:55 main:581] : INFO : Epoch 1875 | loss: 0.0311438 | val_loss: 0.031153 | Time: 1925.46 ms [2021-11-01 10:57:57 main:581] : INFO : Epoch 1876 | loss: 0.031143 | val_loss: 0.03116 | Time: 1922.59 ms [2021-11-01 10:57:59 main:581] : INFO : Epoch 1877 | loss: 0.0311452 | val_loss: 0.0311548 | Time: 1933.99 ms [2021-11-01 10:58:00 main:581] : INFO : Epoch 1878 | loss: 0.0311453 | val_loss: 0.031157 | Time: 1933.22 ms [2021-11-01 10:58:02 main:581] : INFO : Epoch 1879 | loss: 0.0311465 | val_loss: 0.0311583 | Time: 1922.93 ms [2021-11-01 10:58:04 main:581] : INFO : Epoch 1880 | loss: 0.0311482 | val_loss: 0.0311553 | Time: 1930.39 ms [2021-11-01 10:58:06 main:581] : INFO : Epoch 1881 | loss: 0.0311446 | val_loss: 0.0311566 | Time: 1928.28 ms [2021-11-01 10:58:08 main:581] : INFO : Epoch 1882 | loss: 0.0311426 | val_loss: 0.0311537 | Time: 1931.67 ms [2021-11-01 10:58:10 main:581] : INFO : Epoch 1883 | loss: 0.0311427 | val_loss: 0.0311555 | Time: 1927.8 ms [2021-11-01 10:58:12 main:581] : INFO : Epoch 1884 | loss: 0.0311452 | val_loss: 0.0311566 | Time: 1931.61 ms [2021-11-01 10:58:14 main:581] : INFO : Epoch 1885 | loss: 0.0311449 | val_loss: 0.0311564 | Time: 1916.37 ms [2021-11-01 10:58:16 main:581] : INFO : Epoch 1886 | loss: 0.0311469 | val_loss: 0.0311567 | Time: 1921.63 ms [2021-11-01 10:58:18 main:581] : INFO : Epoch 1887 | loss: 0.0311435 | val_loss: 0.0311582 | Time: 1922.81 ms [2021-11-01 10:58:20 main:581] : INFO : Epoch 1888 | loss: 0.0311458 | val_loss: 0.031155 | Time: 1925.06 ms [2021-11-01 10:58:22 main:581] : INFO : Epoch 1889 | loss: 0.031145 | val_loss: 0.0311621 | Time: 1921.73 ms [2021-11-01 10:58:24 main:581] : INFO : Epoch 1890 | loss: 0.0311431 | val_loss: 0.0311571 | Time: 1928.55 ms [2021-11-01 10:58:26 main:581] : INFO : Epoch 1891 | loss: 0.0311424 | val_loss: 0.0311563 | Time: 1938.91 ms [2021-11-01 10:58:27 main:581] : INFO : Epoch 1892 | loss: 0.0311467 | val_loss: 0.0311593 | Time: 1863.25 ms [2021-11-01 10:58:29 main:581] : INFO : Epoch 1893 | loss: 0.0311449 | val_loss: 0.0311567 | Time: 1860.96 ms [2021-11-01 10:58:31 main:581] : INFO : Epoch 1894 | loss: 0.0311433 | val_loss: 0.0311576 | Time: 1888.99 ms [2021-11-01 10:58:33 main:581] : INFO : Epoch 1895 | loss: 0.0311448 | val_loss: 0.0311541 | Time: 1859.7 ms [2021-11-01 10:58:35 main:581] : INFO : Epoch 1896 | loss: 0.0311433 | val_loss: 0.0311588 | Time: 1860.23 ms [2021-11-01 10:58:37 main:581] : INFO : Epoch 1897 | loss: 0.0311434 | val_loss: 0.031156 | Time: 1858.75 ms [2021-11-01 10:58:39 main:581] : INFO : Epoch 1898 | loss: 0.0311417 | val_loss: 0.0311562 | Time: 1856.84 ms [2021-11-01 10:58:40 main:581] : INFO : Epoch 1899 | loss: 0.0311414 | val_loss: 0.0311537 | Time: 1867.35 ms [2021-11-01 10:58:42 main:581] : INFO : Epoch 1900 | loss: 0.0311421 | val_loss: 0.0311542 | Time: 1854.26 ms [2021-11-01 10:58:44 main:581] : INFO : Epoch 1901 | loss: 0.0311407 | val_loss: 0.0311581 | Time: 1863.23 ms [2021-11-01 10:58:46 main:581] : INFO : Epoch 1902 | loss: 0.0311417 | val_loss: 0.0311524 | Time: 1856.91 ms [2021-11-01 10:58:48 main:581] : INFO : Epoch 1903 | loss: 0.0311404 | val_loss: 0.0311565 | Time: 1857.83 ms [2021-11-01 10:58:50 main:581] : INFO : Epoch 1904 | loss: 0.0311419 | val_loss: 0.0311537 | Time: 1860.5 ms [2021-11-01 10:58:52 main:581] : INFO : Epoch 1905 | loss: 0.0311419 | val_loss: 0.0311533 | Time: 1863.19 ms [2021-11-01 10:58:53 main:581] : INFO : Epoch 1906 | loss: 0.0311386 | val_loss: 0.0311536 | Time: 1868.32 ms [2021-11-01 10:58:55 main:581] : INFO : Epoch 1907 | loss: 0.0311427 | val_loss: 0.0311581 | Time: 1930.65 ms [2021-11-01 10:58:57 main:581] : INFO : Epoch 1908 | loss: 0.0311394 | val_loss: 0.0311553 | Time: 1929.63 ms [2021-11-01 10:58:59 main:581] : INFO : Epoch 1909 | loss: 0.0311387 | val_loss: 0.0311549 | Time: 1930.29 ms [2021-11-01 10:59:01 main:581] : INFO : Epoch 1910 | loss: 0.0311366 | val_loss: 0.0311574 | Time: 1928.06 ms [2021-11-01 10:59:03 main:581] : INFO : Epoch 1911 | loss: 0.0311375 | val_loss: 0.0311556 | Time: 1937.3 ms [2021-11-01 10:59:05 main:581] : INFO : Epoch 1912 | loss: 0.0311391 | val_loss: 0.0311559 | Time: 1925.79 ms [2021-11-01 10:59:07 main:581] : INFO : Epoch 1913 | loss: 0.0311402 | val_loss: 0.0311552 | Time: 1924.12 ms [2021-11-01 10:59:09 main:581] : INFO : Epoch 1914 | loss: 0.0311429 | val_loss: 0.0311522 | Time: 1925.16 ms [2021-11-01 10:59:11 main:581] : INFO : Epoch 1915 | loss: 0.0311396 | val_loss: 0.0311533 | Time: 1945.74 ms [2021-11-01 10:59:13 main:581] : INFO : Epoch 1916 | loss: 0.03114 | val_loss: 0.0311555 | Time: 1861.96 ms [2021-11-01 10:59:15 main:581] : INFO : Epoch 1917 | loss: 0.0311404 | val_loss: 0.0311522 | Time: 1937.58 ms [2021-11-01 10:59:17 main:581] : INFO : Epoch 1918 | loss: 0.0311394 | val_loss: 0.0311575 | Time: 1938.12 ms [2021-11-01 10:59:19 main:581] : INFO : Epoch 1919 | loss: 0.0311373 | val_loss: 0.031153 | Time: 1913.75 ms [2021-11-01 10:59:20 main:581] : INFO : Epoch 1920 | loss: 0.0311388 | val_loss: 0.0311548 | Time: 1896.43 ms [2021-11-01 10:59:22 main:581] : INFO : Epoch 1921 | loss: 0.0311373 | val_loss: 0.0311533 | Time: 1896.21 ms [2021-11-01 10:59:24 main:581] : INFO : Epoch 1922 | loss: 0.031137 | val_loss: 0.0311567 | Time: 1901.9 ms [2021-11-01 10:59:26 main:581] : INFO : Epoch 1923 | loss: 0.0311368 | val_loss: 0.0311581 | Time: 1853.72 ms [2021-11-01 10:59:28 main:581] : INFO : Epoch 1924 | loss: 0.0311369 | val_loss: 0.0311545 | Time: 1851.05 ms [2021-11-01 10:59:30 main:581] : INFO : Epoch 1925 | loss: 0.0311364 | val_loss: 0.0311575 | Time: 1960.15 ms [2021-11-01 10:59:32 main:581] : INFO : Epoch 1926 | loss: 0.0311406 | val_loss: 0.0311575 | Time: 1968.31 ms [2021-11-01 10:59:34 main:581] : INFO : Epoch 1927 | loss: 0.0311395 | val_loss: 0.0311591 | Time: 1949.74 ms [2021-11-01 10:59:36 main:581] : INFO : Epoch 1928 | loss: 0.0311382 | val_loss: 0.031156 | Time: 1956.55 ms [2021-11-01 10:59:38 main:581] : INFO : Epoch 1929 | loss: 0.0311361 | val_loss: 0.0311589 | Time: 1957.88 ms [2021-11-01 10:59:40 main:581] : INFO : Epoch 1930 | loss: 0.0311372 | val_loss: 0.0311582 | Time: 1947.52 ms [2021-11-01 10:59:42 main:581] : INFO : Epoch 1931 | loss: 0.0311365 | val_loss: 0.0311572 | Time: 1924.41 ms [2021-11-01 10:59:43 main:581] : INFO : Epoch 1932 | loss: 0.0311351 | val_loss: 0.0311577 | Time: 1931.14 ms [2021-11-01 10:59:45 main:581] : INFO : Epoch 1933 | loss: 0.0311348 | val_loss: 0.0311594 | Time: 1937.11 ms [2021-11-01 10:59:47 main:581] : INFO : Epoch 1934 | loss: 0.031137 | val_loss: 0.0311589 | Time: 1936.67 ms [2021-11-01 10:59:49 main:581] : INFO : Epoch 1935 | loss: 0.0311384 | val_loss: 0.0311606 | Time: 1930.44 ms [2021-11-01 10:59:51 main:581] : INFO : Epoch 1936 | loss: 0.0311383 | val_loss: 0.0311622 | Time: 1941.55 ms [2021-11-01 10:59:53 main:581] : INFO : Epoch 1937 | loss: 0.0311387 | val_loss: 0.0311573 | Time: 1937.08 ms [2021-11-01 10:59:55 main:581] : INFO : Epoch 1938 | loss: 0.0311371 | val_loss: 0.0311547 | Time: 1923.76 ms [2021-11-01 10:59:57 main:581] : INFO : Epoch 1939 | loss: 0.0311386 | val_loss: 0.0311574 | Time: 1921.3 ms [2021-11-01 10:59:59 main:581] : INFO : Epoch 1940 | loss: 0.0311401 | val_loss: 0.0311565 | Time: 1917.99 ms [2021-11-01 11:00:01 main:581] : INFO : Epoch 1941 | loss: 0.0311419 | val_loss: 0.0311553 | Time: 1927.53 ms [2021-11-01 11:00:03 main:581] : INFO : Epoch 1942 | loss: 0.0311362 | val_loss: 0.0311564 | Time: 1943.79 ms [2021-11-01 11:00:05 main:581] : INFO : Epoch 1943 | loss: 0.0311368 | val_loss: 0.0311549 | Time: 1919.38 ms [2021-11-01 11:00:07 main:581] : INFO : Epoch 1944 | loss: 0.0311343 | val_loss: 0.0311573 | Time: 1921.86 ms [2021-11-01 11:00:09 main:581] : INFO : Epoch 1945 | loss: 0.0311338 | val_loss: 0.0311598 | Time: 1932.59 ms [2021-11-01 11:00:11 main:581] : INFO : Epoch 1946 | loss: 0.0311333 | val_loss: 0.0311545 | Time: 1912.76 ms [2021-11-01 11:00:12 main:581] : INFO : Epoch 1947 | loss: 0.0311325 | val_loss: 0.0311572 | Time: 1919.61 ms [2021-11-01 11:00:14 main:581] : INFO : Epoch 1948 | loss: 0.0311336 | val_loss: 0.0311588 | Time: 1921.42 ms [2021-11-01 11:00:16 main:581] : INFO : Epoch 1949 | loss: 0.0311364 | val_loss: 0.0311574 | Time: 1928.01 ms [2021-11-01 11:00:18 main:581] : INFO : Epoch 1950 | loss: 0.031134 | val_loss: 0.0311576 | Time: 1891.75 ms [2021-11-01 11:00:20 main:581] : INFO : Epoch 1951 | loss: 0.0311368 | val_loss: 0.0311573 | Time: 1973.07 ms [2021-11-01 11:00:22 main:581] : INFO : Epoch 1952 | loss: 0.0311365 | val_loss: 0.031155 | Time: 1975.73 ms [2021-11-01 11:00:24 main:581] : INFO : Epoch 1953 | loss: 0.0311347 | val_loss: 0.0311574 | Time: 1978.53 ms [2021-11-01 11:00:26 main:581] : INFO : Epoch 1954 | loss: 0.0311327 | val_loss: 0.0311543 | Time: 1969.32 ms [2021-11-01 11:00:28 main:581] : INFO : Epoch 1955 | loss: 0.0311324 | val_loss: 0.0311543 | Time: 1960.36 ms [2021-11-01 11:00:30 main:581] : INFO : Epoch 1956 | loss: 0.031134 | val_loss: 0.0311634 | Time: 1959.56 ms [2021-11-01 11:00:32 main:581] : INFO : Epoch 1957 | loss: 0.0311336 | val_loss: 0.0311564 | Time: 1938.15 ms [2021-11-01 11:00:34 main:581] : INFO : Epoch 1958 | loss: 0.0311318 | val_loss: 0.0311577 | Time: 1918.45 ms [2021-11-01 11:00:36 main:581] : INFO : Epoch 1959 | loss: 0.031131 | val_loss: 0.0311604 | Time: 1954.62 ms [2021-11-01 11:00:38 main:581] : INFO : Epoch 1960 | loss: 0.0311323 | val_loss: 0.0311549 | Time: 1927.66 ms [2021-11-01 11:00:40 main:581] : INFO : Epoch 1961 | loss: 0.0311336 | val_loss: 0.0311548 | Time: 1892.19 ms [2021-11-01 11:00:41 main:581] : INFO : Epoch 1962 | loss: 0.0311332 | val_loss: 0.0311585 | Time: 1854.89 ms [2021-11-01 11:00:43 main:581] : INFO : Epoch 1963 | loss: 0.0311338 | val_loss: 0.031158 | Time: 1862.73 ms [2021-11-01 11:00:45 main:581] : INFO : Epoch 1964 | loss: 0.0311332 | val_loss: 0.0311549 | Time: 1967.12 ms [2021-11-01 11:00:47 main:581] : INFO : Epoch 1965 | loss: 0.0311338 | val_loss: 0.0311547 | Time: 1953.27 ms [2021-11-01 11:00:49 main:581] : INFO : Epoch 1966 | loss: 0.0311332 | val_loss: 0.0311568 | Time: 1914.51 ms [2021-11-01 11:00:51 main:581] : INFO : Epoch 1967 | loss: 0.0311349 | val_loss: 0.0311561 | Time: 1941.19 ms [2021-11-01 11:00:53 main:581] : INFO : Epoch 1968 | loss: 0.0311338 | val_loss: 0.031155 | Time: 1921.49 ms [2021-11-01 11:00:55 main:581] : INFO : Epoch 1969 | loss: 0.0311376 | val_loss: 0.0311592 | Time: 1968.47 ms [2021-11-01 11:00:57 main:581] : INFO : Epoch 1970 | loss: 0.0311387 | val_loss: 0.0311593 | Time: 1968.4 ms [2021-11-01 11:00:59 main:581] : INFO : Epoch 1971 | loss: 0.0311334 | val_loss: 0.0311579 | Time: 1962.92 ms [2021-11-01 11:01:01 main:581] : INFO : Epoch 1972 | loss: 0.0311349 | val_loss: 0.0311569 | Time: 1939 ms [2021-11-01 11:01:03 main:581] : INFO : Epoch 1973 | loss: 0.0311361 | val_loss: 0.0311571 | Time: 1930.64 ms [2021-11-01 11:01:05 main:581] : INFO : Epoch 1974 | loss: 0.031134 | val_loss: 0.031154 | Time: 1926.76 ms [2021-11-01 11:01:07 main:581] : INFO : Epoch 1975 | loss: 0.0311327 | val_loss: 0.0311543 | Time: 1925.56 ms [2021-11-01 11:01:09 main:581] : INFO : Epoch 1976 | loss: 0.0311317 | val_loss: 0.0311605 | Time: 1926.1 ms [2021-11-01 11:01:11 main:581] : INFO : Epoch 1977 | loss: 0.0311313 | val_loss: 0.031161 | Time: 1927.27 ms [2021-11-01 11:01:12 main:581] : INFO : Epoch 1978 | loss: 0.0311311 | val_loss: 0.0311625 | Time: 1925.15 ms [2021-11-01 11:01:14 main:581] : INFO : Epoch 1979 | loss: 0.0311292 | val_loss: 0.0311593 | Time: 1951.53 ms [2021-11-01 11:01:16 main:581] : INFO : Epoch 1980 | loss: 0.0311323 | val_loss: 0.031163 | Time: 1921.77 ms [2021-11-01 11:01:18 main:581] : INFO : Epoch 1981 | loss: 0.0311325 | val_loss: 0.0311592 | Time: 1939.68 ms [2021-11-01 11:01:20 main:581] : INFO : Epoch 1982 | loss: 0.0311297 | val_loss: 0.0311582 | Time: 1960.73 ms [2021-11-01 11:01:22 main:581] : INFO : Epoch 1983 | loss: 0.0311309 | val_loss: 0.0311631 | Time: 1958.74 ms [2021-11-01 11:01:24 main:581] : INFO : Epoch 1984 | loss: 0.0311334 | val_loss: 0.0311575 | Time: 1967.37 ms [2021-11-01 11:01:26 main:581] : INFO : Epoch 1985 | loss: 0.0311312 | val_loss: 0.0311566 | Time: 1936.82 ms [2021-11-01 11:01:28 main:581] : INFO : Epoch 1986 | loss: 0.0311322 | val_loss: 0.0311556 | Time: 1928.5 ms [2021-11-01 11:01:30 main:581] : INFO : Epoch 1987 | loss: 0.0311296 | val_loss: 0.0311617 | Time: 1937.73 ms [2021-11-01 11:01:32 main:581] : INFO : Epoch 1988 | loss: 0.0311321 | val_loss: 0.0311607 | Time: 1929.5 ms [2021-11-01 11:01:34 main:581] : INFO : Epoch 1989 | loss: 0.031139 | val_loss: 0.0311737 | Time: 1940.2 ms [2021-11-01 11:01:36 main:581] : INFO : Epoch 1990 | loss: 0.0311358 | val_loss: 0.0311558 | Time: 1943.79 ms [2021-11-01 11:01:38 main:581] : INFO : Epoch 1991 | loss: 0.0311352 | val_loss: 0.0311594 | Time: 1924.21 ms [2021-11-01 11:01:40 main:581] : INFO : Epoch 1992 | loss: 0.0311315 | val_loss: 0.0311564 | Time: 1924.26 ms [2021-11-01 11:01:42 main:581] : INFO : Epoch 1993 | loss: 0.0311303 | val_loss: 0.0311578 | Time: 1932.76 ms [2021-11-01 11:01:43 main:581] : INFO : Epoch 1994 | loss: 0.0311339 | val_loss: 0.0311653 | Time: 1932.66 ms [2021-11-01 11:01:45 main:581] : INFO : Epoch 1995 | loss: 0.031135 | val_loss: 0.0311686 | Time: 1925.57 ms [2021-11-01 11:01:47 main:581] : INFO : Epoch 1996 | loss: 0.0311363 | val_loss: 0.0311586 | Time: 1929.01 ms [2021-11-01 11:01:49 main:581] : INFO : Epoch 1997 | loss: 0.0311358 | val_loss: 0.0311605 | Time: 1934.9 ms [2021-11-01 11:01:51 main:581] : INFO : Epoch 1998 | loss: 0.0311319 | val_loss: 0.0311603 | Time: 1946.73 ms [2021-11-01 11:01:53 main:581] : INFO : Epoch 1999 | loss: 0.0311308 | val_loss: 0.0311564 | Time: 1943.06 ms [2021-11-01 11:01:55 main:581] : INFO : Epoch 2000 | loss: 0.0311316 | val_loss: 0.031163 | Time: 1949.73 ms [2021-11-01 11:01:57 main:581] : INFO : Epoch 2001 | loss: 0.0311341 | val_loss: 0.031159 | Time: 1953.98 ms [2021-11-01 11:01:59 main:581] : INFO : Epoch 2002 | loss: 0.0311315 | val_loss: 0.0311566 | Time: 1944.11 ms [2021-11-01 11:02:01 main:581] : INFO : Epoch 2003 | loss: 0.0311283 | val_loss: 0.0311574 | Time: 1935.25 ms [2021-11-01 11:02:03 main:581] : INFO : Epoch 2004 | loss: 0.0311283 | val_loss: 0.0311551 | Time: 1962.59 ms [2021-11-01 11:02:05 main:581] : INFO : Epoch 2005 | loss: 0.0311283 | val_loss: 0.0311598 | Time: 1961.6 ms [2021-11-01 11:02:07 main:581] : INFO : Epoch 2006 | loss: 0.031129 | val_loss: 0.0311629 | Time: 1953.01 ms [2021-11-01 11:02:09 main:581] : INFO : Epoch 2007 | loss: 0.0311326 | val_loss: 0.0311598 | Time: 1933.58 ms [2021-11-01 11:02:11 main:581] : INFO : Epoch 2008 | loss: 0.031133 | val_loss: 0.0311633 | Time: 1937.5 ms [2021-11-01 11:02:13 main:581] : INFO : Epoch 2009 | loss: 0.031132 | val_loss: 0.0311614 | Time: 1939.17 ms [2021-11-01 11:02:15 main:581] : INFO : Epoch 2010 | loss: 0.0311369 | val_loss: 0.0311604 | Time: 1939.93 ms [2021-11-01 11:02:16 main:581] : INFO : Epoch 2011 | loss: 0.0311379 | val_loss: 0.0311619 | Time: 1929.65 ms [2021-11-01 11:02:18 main:581] : INFO : Epoch 2012 | loss: 0.031133 | val_loss: 0.0311587 | Time: 1932.21 ms [2021-11-01 11:02:20 main:581] : INFO : Epoch 2013 | loss: 0.0311338 | val_loss: 0.0311591 | Time: 1960.88 ms [2021-11-01 11:02:22 main:581] : INFO : Epoch 2014 | loss: 0.0311328 | val_loss: 0.0311556 | Time: 1967.28 ms [2021-11-01 11:02:24 main:581] : INFO : Epoch 2015 | loss: 0.0311319 | val_loss: 0.0311609 | Time: 1961.64 ms [2021-11-01 11:02:26 main:581] : INFO : Epoch 2016 | loss: 0.0311316 | val_loss: 0.0311617 | Time: 1952.57 ms [2021-11-01 11:02:28 main:581] : INFO : Epoch 2017 | loss: 0.0311338 | val_loss: 0.0311753 | Time: 1962.29 ms [2021-11-01 11:02:30 main:581] : INFO : Epoch 2018 | loss: 0.031135 | val_loss: 0.0311598 | Time: 1959.88 ms [2021-11-01 11:02:32 main:581] : INFO : Epoch 2019 | loss: 0.0311328 | val_loss: 0.0311585 | Time: 1938.27 ms [2021-11-01 11:02:34 main:581] : INFO : Epoch 2020 | loss: 0.0311316 | val_loss: 0.0311576 | Time: 1933.9 ms [2021-11-01 11:02:36 main:581] : INFO : Epoch 2021 | loss: 0.0311326 | val_loss: 0.0311669 | Time: 1929.51 ms [2021-11-01 11:02:38 main:581] : INFO : Epoch 2022 | loss: 0.0311351 | val_loss: 0.031169 | Time: 1929.04 ms [2021-11-01 11:02:40 main:581] : INFO : Epoch 2023 | loss: 0.0311317 | val_loss: 0.0311589 | Time: 1951.19 ms [2021-11-01 11:02:42 main:581] : INFO : Epoch 2024 | loss: 0.03113 | val_loss: 0.0311591 | Time: 1924.33 ms [2021-11-01 11:02:44 main:581] : INFO : Epoch 2025 | loss: 0.0311285 | val_loss: 0.0311574 | Time: 1939.63 ms [2021-11-01 11:02:46 main:581] : INFO : Epoch 2026 | loss: 0.0311282 | val_loss: 0.0311632 | Time: 1934.3 ms [2021-11-01 11:02:48 main:581] : INFO : Epoch 2027 | loss: 0.0311293 | val_loss: 0.0311588 | Time: 1941.62 ms [2021-11-01 11:02:50 main:581] : INFO : Epoch 2028 | loss: 0.0311275 | val_loss: 0.0311606 | Time: 1936.73 ms [2021-11-01 11:02:51 main:581] : INFO : Epoch 2029 | loss: 0.0311277 | val_loss: 0.0311607 | Time: 1943.54 ms [2021-11-01 11:02:53 main:581] : INFO : Epoch 2030 | loss: 0.0311291 | val_loss: 0.0311601 | Time: 1944.82 ms [2021-11-01 11:02:55 main:581] : INFO : Epoch 2031 | loss: 0.0311329 | val_loss: 0.031157 | Time: 1937.48 ms [2021-11-01 11:02:57 main:581] : INFO : Epoch 2032 | loss: 0.0311329 | val_loss: 0.0311584 | Time: 1925.13 ms [2021-11-01 11:02:59 main:581] : INFO : Epoch 2033 | loss: 0.0311308 | val_loss: 0.0311607 | Time: 1940.18 ms [2021-11-01 11:03:01 main:581] : INFO : Epoch 2034 | loss: 0.0311314 | val_loss: 0.0311593 | Time: 1948.83 ms [2021-11-01 11:03:03 main:581] : INFO : Epoch 2035 | loss: 0.0311334 | val_loss: 0.031158 | Time: 1947.61 ms [2021-11-01 11:03:05 main:581] : INFO : Epoch 2036 | loss: 0.0311299 | val_loss: 0.031161 | Time: 1951.97 ms [2021-11-01 11:03:07 main:581] : INFO : Epoch 2037 | loss: 0.0311293 | val_loss: 0.0311605 | Time: 1938.55 ms [2021-11-01 11:03:09 main:581] : INFO : Epoch 2038 | loss: 0.0311304 | val_loss: 0.0311599 | Time: 1946.79 ms [2021-11-01 11:03:11 main:581] : INFO : Epoch 2039 | loss: 0.0311299 | val_loss: 0.0311626 | Time: 1922.3 ms [2021-11-01 11:03:13 main:581] : INFO : Epoch 2040 | loss: 0.0311312 | val_loss: 0.0311624 | Time: 1923.83 ms [2021-11-01 11:03:15 main:581] : INFO : Epoch 2041 | loss: 0.0311277 | val_loss: 0.0311609 | Time: 1935.65 ms [2021-11-01 11:03:17 main:581] : INFO : Epoch 2042 | loss: 0.03113 | val_loss: 0.0311629 | Time: 1943.63 ms [2021-11-01 11:03:19 main:581] : INFO : Epoch 2043 | loss: 0.0311301 | val_loss: 0.0311597 | Time: 1941.73 ms [2021-11-01 11:03:21 main:581] : INFO : Epoch 2044 | loss: 0.0311291 | val_loss: 0.0311586 | Time: 1942.01 ms [2021-11-01 11:03:23 main:581] : INFO : Epoch 2045 | loss: 0.0311279 | val_loss: 0.0311603 | Time: 1945.58 ms [2021-11-01 11:03:24 main:581] : INFO : Epoch 2046 | loss: 0.0311289 | val_loss: 0.031164 | Time: 1942.21 ms [2021-11-01 11:03:26 main:581] : INFO : Epoch 2047 | loss: 0.03113 | val_loss: 0.0311605 | Time: 1949.35 ms [2021-11-01 11:03:28 main:581] : INFO : Epoch 2048 | loss: 0.0311319 | val_loss: 0.0311633 | Time: 1953.27 ms [2021-11-01 11:03:28 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311633 [2021-11-01 11:03:28 main:610] : INFO : Saving end state to config to file [2021-11-01 11:03:28 main:615] : INFO : Success, exiting.. 11:03:28 (3506117): 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)