Task 8889073
| Name | ParityModified-1636227257-9528-1_0 |
| Workunit | 6353801 |
| Created | 12 Nov 2021, 3:48:17 UTC |
| Sent | 20 Nov 2021, 17:56:29 UTC |
| Report deadline | 27 Nov 2021, 17:56:29 UTC |
| Received | 20 Nov 2021, 23:38:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16596 |
| Run time | 1 hours 8 min 25 sec |
| CPU time | 1 hours 6 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311488 | val_loss: 0.0311733 | Time: 1945.82 ms
[2021-11-20 23:20:31 main:581] : INFO : Epoch 1539 | loss: 0.0311486 | val_loss: 0.0311764 | Time: 2024.81 ms
[2021-11-20 23:20:33 main:581] : INFO : Epoch 1540 | loss: 0.0311492 | val_loss: 0.0311696 | Time: 1949.46 ms
[2021-11-20 23:20:35 main:581] : INFO : Epoch 1541 | loss: 0.0311486 | val_loss: 0.0311728 | Time: 1956.42 ms
[2021-11-20 23:20:37 main:581] : INFO : Epoch 1542 | loss: 0.0311499 | val_loss: 0.0311735 | Time: 1912.04 ms
[2021-11-20 23:20:39 main:581] : INFO : Epoch 1543 | loss: 0.0311472 | val_loss: 0.0311778 | Time: 1951.8 ms
[2021-11-20 23:20:41 main:581] : INFO : Epoch 1544 | loss: 0.0311464 | val_loss: 0.0311721 | Time: 1936.48 ms
[2021-11-20 23:20:43 main:581] : INFO : Epoch 1545 | loss: 0.031143 | val_loss: 0.0311693 | Time: 1929.23 ms
[2021-11-20 23:20:45 main:581] : INFO : Epoch 1546 | loss: 0.0311461 | val_loss: 0.0311716 | Time: 1948.94 ms
[2021-11-20 23:20:47 main:581] : INFO : Epoch 1547 | loss: 0.0311471 | val_loss: 0.0311776 | Time: 1917.35 ms
[2021-11-20 23:20:49 main:581] : INFO : Epoch 1548 | loss: 0.0311441 | val_loss: 0.0311732 | Time: 1945.45 ms
[2021-11-20 23:20:51 main:581] : INFO : Epoch 1549 | loss: 0.0311444 | val_loss: 0.0311735 | Time: 1945.96 ms
[2021-11-20 23:20:53 main:581] : INFO : Epoch 1550 | loss: 0.0311445 | val_loss: 0.0311743 | Time: 1959.35 ms
[2021-11-20 23:20:54 main:581] : INFO : Epoch 1551 | loss: 0.031147 | val_loss: 0.0311728 | Time: 1925.98 ms
[2021-11-20 23:20:56 main:581] : INFO : Epoch 1552 | loss: 0.031145 | val_loss: 0.0311758 | Time: 1931.31 ms
[2021-11-20 23:20:58 main:581] : INFO : Epoch 1553 | loss: 0.0311437 | val_loss: 0.0311727 | Time: 1978.95 ms
[2021-11-20 23:21:00 main:581] : INFO : Epoch 1554 | loss: 0.0311439 | val_loss: 0.0311692 | Time: 1942.28 ms
[2021-11-20 23:21:02 main:581] : INFO : Epoch 1555 | loss: 0.0311449 | val_loss: 0.0311755 | Time: 1925.64 ms
[2021-11-20 23:21:04 main:581] : INFO : Epoch 1556 | loss: 0.0311453 | val_loss: 0.031171 | Time: 1935.33 ms
[2021-11-20 23:21:06 main:581] : INFO : Epoch 1557 | loss: 0.0311436 | val_loss: 0.0311738 | Time: 1940.48 ms
[2021-11-20 23:21:08 main:581] : INFO : Epoch 1558 | loss: 0.0311427 | val_loss: 0.0311722 | Time: 1976.61 ms
[2021-11-20 23:21:10 main:581] : INFO : Epoch 1559 | loss: 0.0311441 | val_loss: 0.0311712 | Time: 1978.67 ms
[2021-11-20 23:21:12 main:581] : INFO : Epoch 1560 | loss: 0.0311428 | val_loss: 0.0311718 | Time: 1963.08 ms
[2021-11-20 23:21:14 main:581] : INFO : Epoch 1561 | loss: 0.0311428 | val_loss: 0.0311693 | Time: 1971.82 ms
[2021-11-20 23:21:16 main:581] : INFO : Epoch 1562 | loss: 0.0311435 | val_loss: 0.0311684 | Time: 1980.96 ms
[2021-11-20 23:21:18 main:581] : INFO : Epoch 1563 | loss: 0.0311408 | val_loss: 0.0311734 | Time: 1929.44 ms
[2021-11-20 23:21:20 main:581] : INFO : Epoch 1564 | loss: 0.0311444 | val_loss: 0.0311811 | Time: 1934.6 ms
[2021-11-20 23:21:22 main:581] : INFO : Epoch 1565 | loss: 0.0311416 | val_loss: 0.031173 | Time: 1951.51 ms
[2021-11-20 23:21:24 main:581] : INFO : Epoch 1566 | loss: 0.0311407 | val_loss: 0.0311697 | Time: 1964.5 ms
[2021-11-20 23:21:26 main:581] : INFO : Epoch 1567 | loss: 0.031145 | val_loss: 0.0311691 | Time: 1936.57 ms
[2021-11-20 23:21:28 main:581] : INFO : Epoch 1568 | loss: 0.0311475 | val_loss: 0.0311781 | Time: 1960.76 ms
[2021-11-20 23:21:30 main:581] : INFO : Epoch 1569 | loss: 0.0311437 | val_loss: 0.0311744 | Time: 1942.06 ms
[2021-11-20 23:21:32 main:581] : INFO : Epoch 1570 | loss: 0.0311423 | val_loss: 0.0311715 | Time: 1961.19 ms
[2021-11-20 23:21:33 main:581] : INFO : Epoch 1571 | loss: 0.0311488 | val_loss: 0.0311795 | Time: 1938.14 ms
[2021-11-20 23:21:36 main:581] : INFO : Epoch 1572 | loss: 0.0311449 | val_loss: 0.0311702 | Time: 2010.81 ms
[2021-11-20 23:21:37 main:581] : INFO : Epoch 1573 | loss: 0.0311452 | val_loss: 0.0311723 | Time: 1944.6 ms
[2021-11-20 23:21:39 main:581] : INFO : Epoch 1574 | loss: 0.0311582 | val_loss: 0.031171 | Time: 1962.01 ms
[2021-11-20 23:21:41 main:581] : INFO : Epoch 1575 | loss: 0.0311529 | val_loss: 0.031168 | Time: 1956.28 ms
[2021-11-20 23:21:43 main:581] : INFO : Epoch 1576 | loss: 0.0311517 | val_loss: 0.0311784 | Time: 1945.96 ms
[2021-11-20 23:21:45 main:581] : INFO : Epoch 1577 | loss: 0.0311514 | val_loss: 0.0311711 | Time: 1954.59 ms
[2021-11-20 23:21:47 main:581] : INFO : Epoch 1578 | loss: 0.0311471 | val_loss: 0.0311753 | Time: 1975.01 ms
[2021-11-20 23:21:49 main:581] : INFO : Epoch 1579 | loss: 0.0311471 | val_loss: 0.0311757 | Time: 1969.49 ms
[2021-11-20 23:21:51 main:581] : INFO : Epoch 1580 | loss: 0.0311493 | val_loss: 0.0311741 | Time: 1967.95 ms
[2021-11-20 23:21:53 main:581] : INFO : Epoch 1581 | loss: 0.0311448 | val_loss: 0.0311721 | Time: 1961.45 ms
[2021-11-20 23:21:55 main:581] : INFO : Epoch 1582 | loss: 0.0311436 | val_loss: 0.0311743 | Time: 1962.49 ms
[2021-11-20 23:21:57 main:581] : INFO : Epoch 1583 | loss: 0.0311457 | val_loss: 0.0311766 | Time: 1944.47 ms
[2021-11-20 23:21:59 main:581] : INFO : Epoch 1584 | loss: 0.031148 | val_loss: 0.0311774 | Time: 1930.1 ms
[2021-11-20 23:22:01 main:581] : INFO : Epoch 1585 | loss: 0.0311456 | val_loss: 0.0311691 | Time: 1966.93 ms
[2021-11-20 23:22:03 main:581] : INFO : Epoch 1586 | loss: 0.0311457 | val_loss: 0.0311738 | Time: 1942.04 ms
[2021-11-20 23:22:05 main:581] : INFO : Epoch 1587 | loss: 0.0311446 | val_loss: 0.031172 | Time: 1923.04 ms
[2021-11-20 23:22:07 main:581] : INFO : Epoch 1588 | loss: 0.0311446 | val_loss: 0.0311716 | Time: 1933.79 ms
[2021-11-20 23:22:09 main:581] : INFO : Epoch 1589 | loss: 0.031145 | val_loss: 0.03117 | Time: 1941.25 ms
[2021-11-20 23:22:11 main:581] : INFO : Epoch 1590 | loss: 0.0311476 | val_loss: 0.0311711 | Time: 1986.72 ms
[2021-11-20 23:22:13 main:581] : INFO : Epoch 1591 | loss: 0.0311518 | val_loss: 0.0311678 | Time: 1940.41 ms
[2021-11-20 23:22:15 main:581] : INFO : Epoch 1592 | loss: 0.0311481 | val_loss: 0.0311706 | Time: 1935.21 ms
[2021-11-20 23:22:16 main:581] : INFO : Epoch 1593 | loss: 0.0311467 | val_loss: 0.0311757 | Time: 1920.97 ms
[2021-11-20 23:22:18 main:581] : INFO : Epoch 1594 | loss: 0.0311448 | val_loss: 0.0311686 | Time: 1918.57 ms
[2021-11-20 23:22:20 main:581] : INFO : Epoch 1595 | loss: 0.031141 | val_loss: 0.0311676 | Time: 1967.52 ms
[2021-11-20 23:22:22 main:581] : INFO : Epoch 1596 | loss: 0.0311422 | val_loss: 0.0311723 | Time: 1950.29 ms
[2021-11-20 23:22:24 main:581] : INFO : Epoch 1597 | loss: 0.0311664 | val_loss: 0.0311828 | Time: 1951.69 ms
[2021-11-20 23:22:26 main:581] : INFO : Epoch 1598 | loss: 0.0311811 | val_loss: 0.0311849 | Time: 1946.5 ms
[2021-11-20 23:22:28 main:581] : INFO : Epoch 1599 | loss: 0.0311876 | val_loss: 0.0311886 | Time: 1987.83 ms
[2021-11-20 23:22:30 main:581] : INFO : Epoch 1600 | loss: 0.0311881 | val_loss: 0.0311884 | Time: 1953.56 ms
[2021-11-20 23:22:32 main:581] : INFO : Epoch 1601 | loss: 0.0311848 | val_loss: 0.0311851 | Time: 1947.66 ms
[2021-11-20 23:22:34 main:581] : INFO : Epoch 1602 | loss: 0.0311813 | val_loss: 0.0311812 | Time: 1899.71 ms
[2021-11-20 23:22:36 main:581] : INFO : Epoch 1603 | loss: 0.0311789 | val_loss: 0.0311812 | Time: 1940.53 ms
[2021-11-20 23:22:38 main:581] : INFO : Epoch 1604 | loss: 0.0311773 | val_loss: 0.03118 | Time: 1894.96 ms
[2021-11-20 23:22:40 main:581] : INFO : Epoch 1605 | loss: 0.0311755 | val_loss: 0.0311788 | Time: 1917.93 ms
[2021-11-20 23:22:42 main:581] : INFO : Epoch 1606 | loss: 0.0311739 | val_loss: 0.0311765 | Time: 1965.04 ms
[2021-11-20 23:22:44 main:581] : INFO : Epoch 1607 | loss: 0.0311725 | val_loss: 0.0311757 | Time: 1936.28 ms
[2021-11-20 23:22:46 main:581] : INFO : Epoch 1608 | loss: 0.0311726 | val_loss: 0.0311757 | Time: 1940.14 ms
[2021-11-20 23:22:48 main:581] : INFO : Epoch 1609 | loss: 0.0311712 | val_loss: 0.0311799 | Time: 1933.65 ms
[2021-11-20 23:22:49 main:581] : INFO : Epoch 1610 | loss: 0.0311733 | val_loss: 0.0311741 | Time: 1942.87 ms
[2021-11-20 23:22:51 main:581] : INFO : Epoch 1611 | loss: 0.0311692 | val_loss: 0.0311736 | Time: 1924.97 ms
[2021-11-20 23:22:53 main:581] : INFO : Epoch 1612 | loss: 0.0311676 | val_loss: 0.031172 | Time: 1955.72 ms
[2021-11-20 23:22:55 main:581] : INFO : Epoch 1613 | loss: 0.0311669 | val_loss: 0.0311764 | Time: 1925.16 ms
[2021-11-20 23:22:57 main:581] : INFO : Epoch 1614 | loss: 0.0311683 | val_loss: 0.0311717 | Time: 1916.21 ms
[2021-11-20 23:22:59 main:581] : INFO : Epoch 1615 | loss: 0.0311673 | val_loss: 0.0311742 | Time: 1940.29 ms
[2021-11-20 23:23:01 main:581] : INFO : Epoch 1616 | loss: 0.0311666 | val_loss: 0.0311715 | Time: 1935.18 ms
[2021-11-20 23:23:03 main:581] : INFO : Epoch 1617 | loss: 0.0311646 | val_loss: 0.0311702 | Time: 1984.18 ms
[2021-11-20 23:23:05 main:581] : INFO : Epoch 1618 | loss: 0.0311646 | val_loss: 0.0311692 | Time: 1994.88 ms
[2021-11-20 23:23:07 main:581] : INFO : Epoch 1619 | loss: 0.031169 | val_loss: 0.0311707 | Time: 1942.31 ms
[2021-11-20 23:23:09 main:581] : INFO : Epoch 1620 | loss: 0.0311772 | val_loss: 0.0311963 | Time: 1963.37 ms
[2021-11-20 23:23:11 main:581] : INFO : Epoch 1621 | loss: 0.0312015 | val_loss: 0.0312033 | Time: 1956.84 ms
[2021-11-20 23:23:13 main:581] : INFO : Epoch 1622 | loss: 0.0312004 | val_loss: 0.0311972 | Time: 1935.97 ms
[2021-11-20 23:23:15 main:581] : INFO : Epoch 1623 | loss: 0.0311959 | val_loss: 0.0311943 | Time: 1921.89 ms
[2021-11-20 23:23:17 main:581] : INFO : Epoch 1624 | loss: 0.0311989 | val_loss: 0.031201 | Time: 1902.77 ms
[2021-11-20 23:23:19 main:581] : INFO : Epoch 1625 | loss: 0.0312027 | val_loss: 0.0311985 | Time: 1915.58 ms
[2021-11-20 23:23:21 main:581] : INFO : Epoch 1626 | loss: 0.0311973 | val_loss: 0.0311949 | Time: 1942.45 ms
[2021-11-20 23:23:22 main:581] : INFO : Epoch 1627 | loss: 0.0311943 | val_loss: 0.0311931 | Time: 1933.07 ms
[2021-11-20 23:23:24 main:581] : INFO : Epoch 1628 | loss: 0.0311924 | val_loss: 0.031193 | Time: 1932.43 ms
[2021-11-20 23:23:26 main:581] : INFO : Epoch 1629 | loss: 0.0311903 | val_loss: 0.031192 | Time: 1938.74 ms
[2021-11-20 23:23:28 main:581] : INFO : Epoch 1630 | loss: 0.0311884 | val_loss: 0.0311895 | Time: 1929.58 ms
[2021-11-20 23:23:30 main:581] : INFO : Epoch 1631 | loss: 0.0311878 | val_loss: 0.031191 | Time: 1940.83 ms
[2021-11-20 23:23:32 main:581] : INFO : Epoch 1632 | loss: 0.0311879 | val_loss: 0.0311881 | Time: 1925.91 ms
[2021-11-20 23:23:34 main:581] : INFO : Epoch 1633 | loss: 0.0311878 | val_loss: 0.0311926 | Time: 1925.35 ms
[2021-11-20 23:23:36 main:581] : INFO : Epoch 1634 | loss: 0.0311863 | val_loss: 0.0311877 | Time: 1978.32 ms
[2021-11-20 23:23:38 main:581] : INFO : Epoch 1635 | loss: 0.0311864 | val_loss: 0.0311926 | Time: 1935.62 ms
[2021-11-20 23:23:40 main:581] : INFO : Epoch 1636 | loss: 0.0311877 | val_loss: 0.0311892 | Time: 1963.55 ms
[2021-11-20 23:23:42 main:581] : INFO : Epoch 1637 | loss: 0.0311849 | val_loss: 0.0311901 | Time: 1949.24 ms
[2021-11-20 23:23:44 main:581] : INFO : Epoch 1638 | loss: 0.0311866 | val_loss: 0.0311873 | Time: 1930.52 ms
[2021-11-20 23:23:46 main:581] : INFO : Epoch 1639 | loss: 0.0311839 | val_loss: 0.0311866 | Time: 1938.68 ms
[2021-11-20 23:23:48 main:581] : INFO : Epoch 1640 | loss: 0.0311827 | val_loss: 0.0311855 | Time: 2028.4 ms
[2021-11-20 23:23:50 main:581] : INFO : Epoch 1641 | loss: 0.0311821 | val_loss: 0.0311847 | Time: 1942.54 ms
[2021-11-20 23:23:52 main:581] : INFO : Epoch 1642 | loss: 0.031182 | val_loss: 0.0311854 | Time: 2023.05 ms
[2021-11-20 23:23:54 main:581] : INFO : Epoch 1643 | loss: 0.031181 | val_loss: 0.0311852 | Time: 1924.36 ms
[2021-11-20 23:23:56 main:581] : INFO : Epoch 1644 | loss: 0.0311805 | val_loss: 0.031185 | Time: 1910.45 ms
[2021-11-20 23:23:57 main:581] : INFO : Epoch 1645 | loss: 0.0311806 | val_loss: 0.0311865 | Time: 1903.98 ms
[2021-11-20 23:23:59 main:581] : INFO : Epoch 1646 | loss: 0.0311812 | val_loss: 0.0311872 | Time: 1955.82 ms
[2021-11-20 23:24:01 main:581] : INFO : Epoch 1647 | loss: 0.0311805 | val_loss: 0.0311853 | Time: 1898.91 ms
[2021-11-20 23:24:03 main:581] : INFO : Epoch 1648 | loss: 0.0311809 | val_loss: 0.0311858 | Time: 1900.62 ms
[2021-11-20 23:24:05 main:581] : INFO : Epoch 1649 | loss: 0.0311796 | val_loss: 0.0311842 | Time: 2076.92 ms
[2021-11-20 23:24:09 main:581] : INFO : Epoch 1650 | loss: 0.03118 | val_loss: 0.0311852 | Time: 3357.03 ms
[2021-11-20 23:24:13 main:581] : INFO : Epoch 1651 | loss: 0.0311796 | val_loss: 0.0311853 | Time: 3973.52 ms
[2021-11-20 23:24:15 main:581] : INFO : Epoch 1652 | loss: 0.0311795 | val_loss: 0.0311853 | Time: 2348.05 ms
[2021-11-20 23:24:19 main:581] : INFO : Epoch 1653 | loss: 0.0311794 | val_loss: 0.0311847 | Time: 3870.35 ms
[2021-11-20 23:24:22 main:581] : INFO : Epoch 1654 | loss: 0.0311781 | val_loss: 0.0311853 | Time: 3333.62 ms
[2021-11-20 23:24:25 main:581] : INFO : Epoch 1655 | loss: 0.031178 | val_loss: 0.0311844 | Time: 2951.83 ms
[2021-11-20 23:24:29 main:581] : INFO : Epoch 1656 | loss: 0.0311796 | val_loss: 0.0311873 | Time: 3615.45 ms
[2021-11-20 23:24:33 main:581] : INFO : Epoch 1657 | loss: 0.0311821 | val_loss: 0.031187 | Time: 4063.08 ms
[2021-11-20 23:24:37 main:581] : INFO : Epoch 1658 | loss: 0.0311817 | val_loss: 0.0312014 | Time: 4043.51 ms
[2021-11-20 23:24:40 main:581] : INFO : Epoch 1659 | loss: 0.0311858 | val_loss: 0.0311865 | Time: 3426.67 ms
[2021-11-20 23:24:44 main:581] : INFO : Epoch 1660 | loss: 0.0311797 | val_loss: 0.0311868 | Time: 3960.91 ms
[2021-11-20 23:24:48 main:581] : INFO : Epoch 1661 | loss: 0.0311812 | val_loss: 0.0311873 | Time: 3937.41 ms
[2021-11-20 23:24:52 main:581] : INFO : Epoch 1662 | loss: 0.0311794 | val_loss: 0.0311866 | Time: 4019.82 ms
[2021-11-20 23:24:56 main:581] : INFO : Epoch 1663 | loss: 0.0311797 | val_loss: 0.0311859 | Time: 4007.91 ms
[2021-11-20 23:25:00 main:581] : INFO : Epoch 1664 | loss: 0.0311782 | val_loss: 0.031186 | Time: 3991.73 ms
[2021-11-20 23:25:04 main:581] : INFO : Epoch 1665 | loss: 0.0311781 | val_loss: 0.0311885 | Time: 4030.67 ms
[2021-11-20 23:25:08 main:581] : INFO : Epoch 1666 | loss: 0.0311776 | val_loss: 0.0311848 | Time: 4018.14 ms
[2021-11-20 23:25:12 main:581] : INFO : Epoch 1667 | loss: 0.031177 | val_loss: 0.0311877 | Time: 4074.7 ms
[2021-11-20 23:25:16 main:581] : INFO : Epoch 1668 | loss: 0.0311778 | val_loss: 0.031183 | Time: 4009.63 ms
[2021-11-20 23:25:20 main:581] : INFO : Epoch 1669 | loss: 0.0311761 | val_loss: 0.0311837 | Time: 3991.85 ms
[2021-11-20 23:25:24 main:581] : INFO : Epoch 1670 | loss: 0.031175 | val_loss: 0.0311878 | Time: 3902.11 ms
[2021-11-20 23:25:28 main:581] : INFO : Epoch 1671 | loss: 0.0311768 | val_loss: 0.0311836 | Time: 3952.11 ms
[2021-11-20 23:25:32 main:581] : INFO : Epoch 1672 | loss: 0.0311761 | val_loss: 0.0311837 | Time: 3970.54 ms
[2021-11-20 23:25:36 main:581] : INFO : Epoch 1673 | loss: 0.0311756 | val_loss: 0.0311834 | Time: 4018.09 ms
[2021-11-20 23:25:40 main:581] : INFO : Epoch 1674 | loss: 0.0311755 | val_loss: 0.0311869 | Time: 3918.51 ms
[2021-11-20 23:25:44 main:581] : INFO : Epoch 1675 | loss: 0.0311772 | val_loss: 0.0311839 | Time: 3961.3 ms
[2021-11-20 23:25:48 main:581] : INFO : Epoch 1676 | loss: 0.0311751 | val_loss: 0.0311857 | Time: 4049.28 ms
[2021-11-20 23:25:52 main:581] : INFO : Epoch 1677 | loss: 0.0311754 | val_loss: 0.0311841 | Time: 4018.46 ms
[2021-11-20 23:25:56 main:581] : INFO : Epoch 1678 | loss: 0.0311732 | val_loss: 0.0311833 | Time: 3976.02 ms
[2021-11-20 23:26:00 main:581] : INFO : Epoch 1679 | loss: 0.0311727 | val_loss: 0.0311864 | Time: 3930.15 ms
[2021-11-20 23:26:04 main:581] : INFO : Epoch 1680 | loss: 0.0311758 | val_loss: 0.0311858 | Time: 3942.22 ms
[2021-11-20 23:26:08 main:581] : INFO : Epoch 1681 | loss: 0.0311794 | val_loss: 0.0311846 | Time: 3962.78 ms
[2021-11-20 23:26:12 main:581] : INFO : Epoch 1682 | loss: 0.0311777 | val_loss: 0.0311834 | Time: 3976.33 ms
[2021-11-20 23:26:16 main:581] : INFO : Epoch 1683 | loss: 0.0311765 | val_loss: 0.0311826 | Time: 3962.65 ms
[2021-11-20 23:26:20 main:581] : INFO : Epoch 1684 | loss: 0.0311755 | val_loss: 0.0311848 | Time: 3973.55 ms
[2021-11-20 23:26:24 main:581] : INFO : Epoch 1685 | loss: 0.0311744 | val_loss: 0.0311859 | Time: 3965.6 ms
[2021-11-20 23:26:28 main:581] : INFO : Epoch 1686 | loss: 0.0311739 | val_loss: 0.0311826 | Time: 3940.78 ms
[2021-11-20 23:26:32 main:581] : INFO : Epoch 1687 | loss: 0.0311726 | val_loss: 0.0311841 | Time: 3946.41 ms
[2021-11-20 23:26:36 main:581] : INFO : Epoch 1688 | loss: 0.0311728 | val_loss: 0.0311808 | Time: 4018.36 ms
[2021-11-20 23:26:40 main:581] : INFO : Epoch 1689 | loss: 0.0311734 | val_loss: 0.0311815 | Time: 4019.26 ms
[2021-11-20 23:26:44 main:581] : INFO : Epoch 1690 | loss: 0.0311765 | val_loss: 0.031185 | Time: 3908.21 ms
[2021-11-20 23:26:47 main:581] : INFO : Epoch 1691 | loss: 0.0311751 | val_loss: 0.031184 | Time: 3702.05 ms
[2021-11-20 23:26:51 main:581] : INFO : Epoch 1692 | loss: 0.0311752 | val_loss: 0.0311839 | Time: 3539.34 ms
[2021-11-20 23:26:53 main:581] : INFO : Epoch 1693 | loss: 0.0311769 | val_loss: 0.0311875 | Time: 2253.83 ms
[2021-11-20 23:26:55 main:581] : INFO : Epoch 1694 | loss: 0.0311797 | val_loss: 0.0311931 | Time: 2027.09 ms
[2021-11-20 23:26:57 main:581] : INFO : Epoch 1695 | loss: 0.0311915 | val_loss: 0.031195 | Time: 1970.45 ms
[2021-11-20 23:26:59 main:581] : INFO : Epoch 1696 | loss: 0.0311904 | val_loss: 0.0311927 | Time: 1927.54 ms
[2021-11-20 23:27:01 main:581] : INFO : Epoch 1697 | loss: 0.0311871 | val_loss: 0.0311921 | Time: 1925.39 ms
[2021-11-20 23:27:03 main:581] : INFO : Epoch 1698 | loss: 0.0311861 | val_loss: 0.0311918 | Time: 1940.1 ms
[2021-11-20 23:27:05 main:581] : INFO : Epoch 1699 | loss: 0.0311849 | val_loss: 0.0311907 | Time: 1963 ms
[2021-11-20 23:27:07 main:581] : INFO : Epoch 1700 | loss: 0.0311825 | val_loss: 0.0311904 | Time: 1946.57 ms
[2021-11-20 23:27:09 main:581] : INFO : Epoch 1701 | loss: 0.0311821 | val_loss: 0.0311937 | Time: 1943.85 ms
[2021-11-20 23:27:11 main:581] : INFO : Epoch 1702 | loss: 0.0311822 | val_loss: 0.0311923 | Time: 1975.32 ms
[2021-11-20 23:27:13 main:581] : INFO : Epoch 1703 | loss: 0.0311798 | val_loss: 0.0311891 | Time: 1958.62 ms
[2021-11-20 23:27:15 main:581] : INFO : Epoch 1704 | loss: 0.0311782 | val_loss: 0.0311893 | Time: 1990.84 ms
[2021-11-20 23:27:17 main:581] : INFO : Epoch 1705 | loss: 0.0311779 | val_loss: 0.0311896 | Time: 2025.76 ms
[2021-11-20 23:27:19 main:581] : INFO : Epoch 1706 | loss: 0.0311768 | val_loss: 0.0311876 | Time: 1949.46 ms
[2021-11-20 23:27:21 main:581] : INFO : Epoch 1707 | loss: 0.0311758 | val_loss: 0.0311874 | Time: 1890.77 ms
[2021-11-20 23:27:23 main:581] : INFO : Epoch 1708 | loss: 0.0311748 | val_loss: 0.0311896 | Time: 1917 ms
[2021-11-20 23:27:24 main:581] : INFO : Epoch 1709 | loss: 0.0311754 | val_loss: 0.0311878 | Time: 1899.73 ms
[2021-11-20 23:27:26 main:581] : INFO : Epoch 1710 | loss: 0.0311779 | val_loss: 0.0311889 | Time: 1928.36 ms
[2021-11-20 23:27:28 main:581] : INFO : Epoch 1711 | loss: 0.0311753 | val_loss: 0.0311867 | Time: 1984.27 ms
[2021-11-20 23:27:30 main:581] : INFO : Epoch 1712 | loss: 0.0311744 | val_loss: 0.0311873 | Time: 1949.45 ms
[2021-11-20 23:27:32 main:581] : INFO : Epoch 1713 | loss: 0.0311747 | val_loss: 0.031186 | Time: 1949.23 ms
[2021-11-20 23:27:34 main:581] : INFO : Epoch 1714 | loss: 0.0311742 | val_loss: 0.0311878 | Time: 1960.63 ms
[2021-11-20 23:27:36 main:581] : INFO : Epoch 1715 | loss: 0.0311735 | val_loss: 0.0311857 | Time: 1990.07 ms
[2021-11-20 23:27:38 main:581] : INFO : Epoch 1716 | loss: 0.0311751 | val_loss: 0.0311892 | Time: 1916.57 ms
[2021-11-20 23:27:40 main:581] : INFO : Epoch 1717 | loss: 0.0311747 | val_loss: 0.0311867 | Time: 1944.29 ms
[2021-11-20 23:27:42 main:581] : INFO : Epoch 1718 | loss: 0.0311758 | val_loss: 0.0311869 | Time: 1927.93 ms
[2021-11-20 23:27:44 main:581] : INFO : Epoch 1719 | loss: 0.0311732 | val_loss: 0.0311861 | Time: 1942.04 ms
[2021-11-20 23:27:46 main:581] : INFO : Epoch 1720 | loss: 0.0311725 | val_loss: 0.031188 | Time: 1973.13 ms
[2021-11-20 23:27:48 main:581] : INFO : Epoch 1721 | loss: 0.0311719 | val_loss: 0.0311901 | Time: 1947.16 ms
[2021-11-20 23:27:50 main:581] : INFO : Epoch 1722 | loss: 0.0311725 | val_loss: 0.0311883 | Time: 1926.96 ms
[2021-11-20 23:27:52 main:581] : INFO : Epoch 1723 | loss: 0.0311736 | val_loss: 0.0311865 | Time: 1958.67 ms
[2021-11-20 23:27:54 main:581] : INFO : Epoch 1724 | loss: 0.031173 | val_loss: 0.0311874 | Time: 1977.26 ms
[2021-11-20 23:27:56 main:581] : INFO : Epoch 1725 | loss: 0.0311711 | val_loss: 0.0311863 | Time: 1935.6 ms
[2021-11-20 23:27:58 main:581] : INFO : Epoch 1726 | loss: 0.0311707 | val_loss: 0.0311873 | Time: 1995.16 ms
[2021-11-20 23:28:00 main:581] : INFO : Epoch 1727 | loss: 0.0311702 | val_loss: 0.0311874 | Time: 1926.33 ms
[2021-11-20 23:28:01 main:581] : INFO : Epoch 1728 | loss: 0.03117 | val_loss: 0.0311876 | Time: 1932.09 ms
[2021-11-20 23:28:03 main:581] : INFO : Epoch 1729 | loss: 0.0311695 | val_loss: 0.0311865 | Time: 1909.9 ms
[2021-11-20 23:28:05 main:581] : INFO : Epoch 1730 | loss: 0.031169 | val_loss: 0.0311869 | Time: 1942.88 ms
[2021-11-20 23:28:07 main:581] : INFO : Epoch 1731 | loss: 0.03117 | val_loss: 0.0311865 | Time: 1952.92 ms
[2021-11-20 23:28:09 main:581] : INFO : Epoch 1732 | loss: 0.0311711 | val_loss: 0.0311872 | Time: 1936.51 ms
[2021-11-20 23:28:11 main:581] : INFO : Epoch 1733 | loss: 0.0311678 | val_loss: 0.0311876 | Time: 1956.79 ms
[2021-11-20 23:28:13 main:581] : INFO : Epoch 1734 | loss: 0.0311683 | val_loss: 0.0311879 | Time: 1949.99 ms
[2021-11-20 23:28:15 main:581] : INFO : Epoch 1735 | loss: 0.0311697 | val_loss: 0.0311886 | Time: 1972.05 ms
[2021-11-20 23:28:17 main:581] : INFO : Epoch 1736 | loss: 0.0311682 | val_loss: 0.0311878 | Time: 1965.11 ms
[2021-11-20 23:28:19 main:581] : INFO : Epoch 1737 | loss: 0.0311712 | val_loss: 0.0311876 | Time: 1951.1 ms
[2021-11-20 23:28:21 main:581] : INFO : Epoch 1738 | loss: 0.0311683 | val_loss: 0.0311882 | Time: 1934.23 ms
[2021-11-20 23:28:23 main:581] : INFO : Epoch 1739 | loss: 0.0311705 | val_loss: 0.0311881 | Time: 1947.39 ms
[2021-11-20 23:28:25 main:581] : INFO : Epoch 1740 | loss: 0.0311692 | val_loss: 0.0311908 | Time: 1915.76 ms
[2021-11-20 23:28:27 main:581] : INFO : Epoch 1741 | loss: 0.0311669 | val_loss: 0.0311865 | Time: 1995.27 ms
[2021-11-20 23:28:29 main:581] : INFO : Epoch 1742 | loss: 0.0311655 | val_loss: 0.0311928 | Time: 1945.08 ms
[2021-11-20 23:28:31 main:581] : INFO : Epoch 1743 | loss: 0.0311663 | val_loss: 0.0311877 | Time: 1948.75 ms
[2021-11-20 23:28:33 main:581] : INFO : Epoch 1744 | loss: 0.0311678 | val_loss: 0.0311882 | Time: 1973.28 ms
[2021-11-20 23:28:35 main:581] : INFO : Epoch 1745 | loss: 0.0311672 | val_loss: 0.0311875 | Time: 1977.58 ms
[2021-11-20 23:28:37 main:581] : INFO : Epoch 1746 | loss: 0.0311675 | val_loss: 0.0311869 | Time: 1964.24 ms
[2021-11-20 23:28:39 main:581] : INFO : Epoch 1747 | loss: 0.0311652 | val_loss: 0.031188 | Time: 1900.4 ms
[2021-11-20 23:28:40 main:581] : INFO : Epoch 1748 | loss: 0.0311656 | val_loss: 0.0311902 | Time: 1932.55 ms
[2021-11-20 23:28:42 main:581] : INFO : Epoch 1749 | loss: 0.0311646 | val_loss: 0.0311904 | Time: 1897.77 ms
[2021-11-20 23:28:44 main:581] : INFO : Epoch 1750 | loss: 0.0311644 | val_loss: 0.0311926 | Time: 1931.32 ms
[2021-11-20 23:28:46 main:581] : INFO : Epoch 1751 | loss: 0.0311655 | val_loss: 0.0311924 | Time: 1931.45 ms
[2021-11-20 23:28:48 main:581] : INFO : Epoch 1752 | loss: 0.0311646 | val_loss: 0.0311892 | Time: 1959.32 ms
[2021-11-20 23:28:50 main:581] : INFO : Epoch 1753 | loss: 0.0311648 | val_loss: 0.0311878 | Time: 1943.73 ms
[2021-11-20 23:28:52 main:581] : INFO : Epoch 1754 | loss: 0.0311646 | val_loss: 0.0311904 | Time: 2046.78 ms
[2021-11-20 23:28:54 main:581] : INFO : Epoch 1755 | loss: 0.0311686 | val_loss: 0.0311863 | Time: 1921.46 ms
[2021-11-20 23:28:56 main:581] : INFO : Epoch 1756 | loss: 0.0311685 | val_loss: 0.0311865 | Time: 1959.62 ms
[2021-11-20 23:28:58 main:581] : INFO : Epoch 1757 | loss: 0.0311675 | val_loss: 0.0311942 | Time: 1934.31 ms
[2021-11-20 23:29:00 main:581] : INFO : Epoch 1758 | loss: 0.0311694 | val_loss: 0.0311927 | Time: 1948.75 ms
[2021-11-20 23:29:02 main:581] : INFO : Epoch 1759 | loss: 0.0311659 | val_loss: 0.0311894 | Time: 1927.56 ms
[2021-11-20 23:29:04 main:581] : INFO : Epoch 1760 | loss: 0.0311652 | val_loss: 0.0311887 | Time: 1928.93 ms
[2021-11-20 23:29:06 main:581] : INFO : Epoch 1761 | loss: 0.0311653 | val_loss: 0.0311872 | Time: 1944.31 ms
[2021-11-20 23:29:08 main:581] : INFO : Epoch 1762 | loss: 0.0311734 | val_loss: 0.0311867 | Time: 1951.59 ms
[2021-11-20 23:29:10 main:581] : INFO : Epoch 1763 | loss: 0.0311729 | val_loss: 0.0311864 | Time: 1955.96 ms
[2021-11-20 23:29:12 main:581] : INFO : Epoch 1764 | loss: 0.0311702 | val_loss: 0.031188 | Time: 1996.66 ms
[2021-11-20 23:29:14 main:581] : INFO : Epoch 1765 | loss: 0.0311683 | val_loss: 0.031189 | Time: 1960.75 ms
[2021-11-20 23:29:16 main:581] : INFO : Epoch 1766 | loss: 0.0311687 | val_loss: 0.0311856 | Time: 1974.45 ms
[2021-11-20 23:29:18 main:581] : INFO : Epoch 1767 | loss: 0.0311657 | val_loss: 0.0311894 | Time: 1928.87 ms
[2021-11-20 23:29:19 main:581] : INFO : Epoch 1768 | loss: 0.0311663 | val_loss: 0.0311905 | Time: 1908.85 ms
[2021-11-20 23:29:21 main:581] : INFO : Epoch 1769 | loss: 0.0311648 | val_loss: 0.0311917 | Time: 1954.37 ms
[2021-11-20 23:29:23 main:581] : INFO : Epoch 1770 | loss: 0.0311827 | val_loss: 0.0311884 | Time: 1936.9 ms
[2021-11-20 23:29:25 main:581] : INFO : Epoch 1771 | loss: 0.0311846 | val_loss: 0.031189 | Time: 1953.67 ms
[2021-11-20 23:29:27 main:581] : INFO : Epoch 1772 | loss: 0.0311794 | val_loss: 0.0311853 | Time: 1934.51 ms
[2021-11-20 23:29:29 main:581] : INFO : Epoch 1773 | loss: 0.0311767 | val_loss: 0.0311849 | Time: 1945.55 ms
[2021-11-20 23:29:31 main:581] : INFO : Epoch 1774 | loss: 0.0311759 | val_loss: 0.0311907 | Time: 1975.77 ms
[2021-11-20 23:29:33 main:581] : INFO : Epoch 1775 | loss: 0.0311759 | val_loss: 0.031183 | Time: 1933.86 ms
[2021-11-20 23:29:35 main:581] : INFO : Epoch 1776 | loss: 0.031174 | val_loss: 0.0311854 | Time: 1943.62 ms
[2021-11-20 23:29:37 main:581] : INFO : Epoch 1777 | loss: 0.031172 | val_loss: 0.031184 | Time: 1970.5 ms
[2021-11-20 23:29:39 main:581] : INFO : Epoch 1778 | loss: 0.0311708 | val_loss: 0.0311852 | Time: 1964.9 ms
[2021-11-20 23:29:41 main:581] : INFO : Epoch 1779 | loss: 0.0311694 | val_loss: 0.0311854 | Time: 1939.42 ms
[2021-11-20 23:29:43 main:581] : INFO : Epoch 1780 | loss: 0.031171 | val_loss: 0.0311847 | Time: 1940.44 ms
[2021-11-20 23:29:45 main:581] : INFO : Epoch 1781 | loss: 0.0311693 | val_loss: 0.0311853 | Time: 1941.51 ms
[2021-11-20 23:29:47 main:581] : INFO : Epoch 1782 | loss: 0.0311702 | val_loss: 0.0311866 | Time: 1948.39 ms
[2021-11-20 23:29:49 main:581] : INFO : Epoch 1783 | loss: 0.0311708 | val_loss: 0.031184 | Time: 1976.22 ms
[2021-11-20 23:29:51 main:581] : INFO : Epoch 1784 | loss: 0.0311739 | val_loss: 0.0311953 | Time: 2005.65 ms
[2021-11-20 23:29:53 main:581] : INFO : Epoch 1785 | loss: 0.0311739 | val_loss: 0.031192 | Time: 1983.08 ms
[2021-11-20 23:29:55 main:581] : INFO : Epoch 1786 | loss: 0.0311724 | val_loss: 0.031189 | Time: 1968.73 ms
[2021-11-20 23:29:57 main:581] : INFO : Epoch 1787 | loss: 0.0311729 | val_loss: 0.0311897 | Time: 1969.78 ms
[2021-11-20 23:29:59 main:581] : INFO : Epoch 1788 | loss: 0.0311686 | val_loss: 0.0311859 | Time: 1925.6 ms
[2021-11-20 23:30:00 main:581] : INFO : Epoch 1789 | loss: 0.0311663 | val_loss: 0.0311869 | Time: 1906.35 ms
[2021-11-20 23:30:02 main:581] : INFO : Epoch 1790 | loss: 0.0311677 | val_loss: 0.0311904 | Time: 1964.22 ms
[2021-11-20 23:30:04 main:581] : INFO : Epoch 1791 | loss: 0.0311676 | val_loss: 0.0311881 | Time: 1978.05 ms
[2021-11-20 23:30:06 main:581] : INFO : Epoch 1792 | loss: 0.031167 | val_loss: 0.0311867 | Time: 1943.18 ms
[2021-11-20 23:30:08 main:581] : INFO : Epoch 1793 | loss: 0.0311663 | val_loss: 0.0311875 | Time: 1939.57 ms
[2021-11-20 23:30:10 main:581] : INFO : Epoch 1794 | loss: 0.0311648 | val_loss: 0.0311926 | Time: 1943.8 ms
[2021-11-20 23:30:12 main:581] : INFO : Epoch 1795 | loss: 0.0311655 | val_loss: 0.0311882 | Time: 1989.49 ms
[2021-11-20 23:30:14 main:581] : INFO : Epoch 1796 | loss: 0.0311647 | val_loss: 0.0311895 | Time: 1951.45 ms
[2021-11-20 23:30:16 main:581] : INFO : Epoch 1797 | loss: 0.0311644 | val_loss: 0.0311875 | Time: 1970.21 ms
[2021-11-20 23:30:18 main:581] : INFO : Epoch 1798 | loss: 0.0311651 | val_loss: 0.0311874 | Time: 1948.62 ms
[2021-11-20 23:30:20 main:581] : INFO : Epoch 1799 | loss: 0.0311649 | val_loss: 0.031191 | Time: 1949.1 ms
[2021-11-20 23:30:22 main:581] : INFO : Epoch 1800 | loss: 0.0311642 | val_loss: 0.0311867 | Time: 1960.58 ms
[2021-11-20 23:30:24 main:581] : INFO : Epoch 1801 | loss: 0.0311641 | val_loss: 0.0311861 | Time: 1961.5 ms
[2021-11-20 23:30:26 main:581] : INFO : Epoch 1802 | loss: 0.0311628 | val_loss: 0.0311917 | Time: 1929.8 ms
[2021-11-20 23:30:28 main:581] : INFO : Epoch 1803 | loss: 0.0311623 | val_loss: 0.0311871 | Time: 1950.53 ms
[2021-11-20 23:30:30 main:581] : INFO : Epoch 1804 | loss: 0.0311623 | val_loss: 0.0311866 | Time: 1976.01 ms
[2021-11-20 23:30:32 main:581] : INFO : Epoch 1805 | loss: 0.0311633 | val_loss: 0.0311992 | Time: 1924.05 ms
[2021-11-20 23:30:34 main:581] : INFO : Epoch 1806 | loss: 0.0311676 | val_loss: 0.0311879 | Time: 1979.21 ms
[2021-11-20 23:30:36 main:581] : INFO : Epoch 1807 | loss: 0.0311631 | val_loss: 0.0311907 | Time: 1956.25 ms
[2021-11-20 23:30:38 main:581] : INFO : Epoch 1808 | loss: 0.0311628 | val_loss: 0.0311874 | Time: 1914.34 ms
[2021-11-20 23:30:39 main:581] : INFO : Epoch 1809 | loss: 0.0311613 | val_loss: 0.0311896 | Time: 1892.48 ms
[2021-11-20 23:30:41 main:581] : INFO : Epoch 1810 | loss: 0.0311638 | val_loss: 0.0311895 | Time: 1923.99 ms
[2021-11-20 23:30:43 main:581] : INFO : Epoch 1811 | loss: 0.0311622 | val_loss: 0.0311917 | Time: 1942.36 ms
[2021-11-20 23:30:45 main:581] : INFO : Epoch 1812 | loss: 0.031162 | val_loss: 0.0311907 | Time: 1988.79 ms
[2021-11-20 23:30:47 main:581] : INFO : Epoch 1813 | loss: 0.0311601 | val_loss: 0.03119 | Time: 1963.96 ms
[2021-11-20 23:30:49 main:581] : INFO : Epoch 1814 | loss: 0.0311602 | val_loss: 0.0311879 | Time: 1945.75 ms
[2021-11-20 23:30:51 main:581] : INFO : Epoch 1815 | loss: 0.031161 | val_loss: 0.0311883 | Time: 1963.41 ms
[2021-11-20 23:30:53 main:581] : INFO : Epoch 1816 | loss: 0.0311602 | val_loss: 0.0311906 | Time: 1925.94 ms
[2021-11-20 23:30:55 main:581] : INFO : Epoch 1817 | loss: 0.031161 | val_loss: 0.0311898 | Time: 1960.11 ms
[2021-11-20 23:30:57 main:581] : INFO : Epoch 1818 | loss: 0.031163 | val_loss: 0.0311903 | Time: 1958.72 ms
[2021-11-20 23:30:59 main:581] : INFO : Epoch 1819 | loss: 0.0311619 | val_loss: 0.0311884 | Time: 1917.62 ms
[2021-11-20 23:31:01 main:581] : INFO : Epoch 1820 | loss: 0.0311626 | val_loss: 0.0311874 | Time: 1953.2 ms
[2021-11-20 23:31:03 main:581] : INFO : Epoch 1821 | loss: 0.0311614 | val_loss: 0.0311874 | Time: 1938.12 ms
[2021-11-20 23:31:05 main:581] : INFO : Epoch 1822 | loss: 0.0311604 | val_loss: 0.0311908 | Time: 1938.17 ms
[2021-11-20 23:31:07 main:581] : INFO : Epoch 1823 | loss: 0.0311611 | val_loss: 0.0311888 | Time: 1953.48 ms
[2021-11-20 23:31:09 main:581] : INFO : Epoch 1824 | loss: 0.0311654 | val_loss: 0.0311904 | Time: 1950.74 ms
[2021-11-20 23:31:11 main:581] : INFO : Epoch 1825 | loss: 0.0311694 | val_loss: 0.0311898 | Time: 1988.92 ms
[2021-11-20 23:31:13 main:581] : INFO : Epoch 1826 | loss: 0.031169 | val_loss: 0.0311894 | Time: 1969.7 ms
[2021-11-20 23:31:15 main:581] : INFO : Epoch 1827 | loss: 0.031167 | val_loss: 0.0311897 | Time: 1933.28 ms
[2021-11-20 23:31:17 main:581] : INFO : Epoch 1828 | loss: 0.0311644 | val_loss: 0.0311887 | Time: 1934.57 ms
[2021-11-20 23:31:18 main:581] : INFO : Epoch 1829 | loss: 0.0311614 | val_loss: 0.0311878 | Time: 1925.43 ms
[2021-11-20 23:31:20 main:581] : INFO : Epoch 1830 | loss: 0.0311611 | val_loss: 0.0311875 | Time: 1911.95 ms
[2021-11-20 23:31:22 main:581] : INFO : Epoch 1831 | loss: 0.0311634 | val_loss: 0.0311928 | Time: 1950.1 ms
[2021-11-20 23:31:24 main:581] : INFO : Epoch 1832 | loss: 0.0311636 | val_loss: 0.031193 | Time: 1948.72 ms
[2021-11-20 23:31:26 main:581] : INFO : Epoch 1833 | loss: 0.0311657 | val_loss: 0.0311928 | Time: 1952.16 ms
[2021-11-20 23:31:28 main:581] : INFO : Epoch 1834 | loss: 0.0311655 | val_loss: 0.0311888 | Time: 1955.37 ms
[2021-11-20 23:31:30 main:581] : INFO : Epoch 1835 | loss: 0.0311621 | val_loss: 0.0311877 | Time: 1940.88 ms
[2021-11-20 23:31:32 main:581] : INFO : Epoch 1836 | loss: 0.0311618 | val_loss: 0.0311845 | Time: 1936.69 ms
[2021-11-20 23:31:34 main:581] : INFO : Epoch 1837 | loss: 0.0311599 | val_loss: 0.0311887 | Time: 1936.5 ms
[2021-11-20 23:31:36 main:581] : INFO : Epoch 1838 | loss: 0.0311585 | val_loss: 0.0311896 | Time: 1963.34 ms
[2021-11-20 23:31:38 main:581] : INFO : Epoch 1839 | loss: 0.0311577 | val_loss: 0.0311919 | Time: 1940.8 ms
[2021-11-20 23:31:40 main:581] : INFO : Epoch 1840 | loss: 0.0311576 | val_loss: 0.0311883 | Time: 1967.66 ms
[2021-11-20 23:31:42 main:581] : INFO : Epoch 1841 | loss: 0.0311567 | val_loss: 0.0311896 | Time: 1938.12 ms
[2021-11-20 23:31:44 main:581] : INFO : Epoch 1842 | loss: 0.0311581 | val_loss: 0.0311887 | Time: 1925.43 ms
[2021-11-20 23:31:46 main:581] : INFO : Epoch 1843 | loss: 0.0311604 | val_loss: 0.0311938 | Time: 1929.31 ms
[2021-11-20 23:31:48 main:581] : INFO : Epoch 1844 | loss: 0.0311586 | val_loss: 0.0311889 | Time: 1970.71 ms
[2021-11-20 23:31:50 main:581] : INFO : Epoch 1845 | loss: 0.0311578 | val_loss: 0.0311968 | Time: 1950.21 ms
[2021-11-20 23:31:52 main:581] : INFO : Epoch 1846 | loss: 0.0311574 | val_loss: 0.0311899 | Time: 1975.53 ms
[2021-11-20 23:31:54 main:581] : INFO : Epoch 1847 | loss: 0.0311631 | val_loss: 0.0311921 | Time: 1959.05 ms
[2021-11-20 23:31:55 main:581] : INFO : Epoch 1848 | loss: 0.0311668 | val_loss: 0.031194 | Time: 1933.91 ms
[2021-11-20 23:31:57 main:581] : INFO : Epoch 1849 | loss: 0.0311686 | val_loss: 0.0311881 | Time: 1924.41 ms
[2021-11-20 23:31:59 main:581] : INFO : Epoch 1850 | loss: 0.0311689 | val_loss: 0.0311878 | Time: 1932.45 ms
[2021-11-20 23:32:01 main:581] : INFO : Epoch 1851 | loss: 0.0311654 | val_loss: 0.0311879 | Time: 1954.65 ms
[2021-11-20 23:32:03 main:581] : INFO : Epoch 1852 | loss: 0.0311631 | val_loss: 0.0311911 | Time: 1941.77 ms
[2021-11-20 23:32:05 main:581] : INFO : Epoch 1853 | loss: 0.0311661 | val_loss: 0.0312043 | Time: 1942.01 ms
[2021-11-20 23:32:07 main:581] : INFO : Epoch 1854 | loss: 0.0312203 | val_loss: 0.0312237 | Time: 1935.15 ms
[2021-11-20 23:32:09 main:581] : INFO : Epoch 1855 | loss: 0.0312232 | val_loss: 0.0312182 | Time: 1969.32 ms
[2021-11-20 23:32:11 main:581] : INFO : Epoch 1856 | loss: 0.0312185 | val_loss: 0.0312164 | Time: 1972.9 ms
[2021-11-20 23:32:13 main:581] : INFO : Epoch 1857 | loss: 0.0312148 | val_loss: 0.0312123 | Time: 1928.32 ms
[2021-11-20 23:32:15 main:581] : INFO : Epoch 1858 | loss: 0.0312098 | val_loss: 0.0312099 | Time: 1951.87 ms
[2021-11-20 23:32:17 main:581] : INFO : Epoch 1859 | loss: 0.0312058 | val_loss: 0.0312061 | Time: 1949.75 ms
[2021-11-20 23:32:19 main:581] : INFO : Epoch 1860 | loss: 0.0312041 | val_loss: 0.0312041 | Time: 1979.51 ms
[2021-11-20 23:32:21 main:581] : INFO : Epoch 1861 | loss: 0.0312017 | val_loss: 0.0312029 | Time: 1945.41 ms
[2021-11-20 23:32:23 main:581] : INFO : Epoch 1862 | loss: 0.0312 | val_loss: 0.0312023 | Time: 1929.15 ms
[2021-11-20 23:32:25 main:581] : INFO : Epoch 1863 | loss: 0.0311992 | val_loss: 0.0312018 | Time: 2017.15 ms
[2021-11-20 23:32:27 main:581] : INFO : Epoch 1864 | loss: 0.0311987 | val_loss: 0.0311996 | Time: 1945.71 ms
[2021-11-20 23:32:29 main:581] : INFO : Epoch 1865 | loss: 0.031197 | val_loss: 0.0311997 | Time: 1959.33 ms
[2021-11-20 23:32:31 main:581] : INFO : Epoch 1866 | loss: 0.031196 | val_loss: 0.0311992 | Time: 1947.15 ms
[2021-11-20 23:32:33 main:581] : INFO : Epoch 1867 | loss: 0.0311957 | val_loss: 0.0311981 | Time: 1947.75 ms
[2021-11-20 23:32:34 main:581] : INFO : Epoch 1868 | loss: 0.0311943 | val_loss: 0.0311974 | Time: 1963.35 ms
[2021-11-20 23:32:36 main:581] : INFO : Epoch 1869 | loss: 0.0311944 | val_loss: 0.0311972 | Time: 1951.12 ms
[2021-11-20 23:32:38 main:581] : INFO : Epoch 1870 | loss: 0.031194 | val_loss: 0.0311967 | Time: 1957.29 ms
[2021-11-20 23:32:40 main:581] : INFO : Epoch 1871 | loss: 0.0311922 | val_loss: 0.0311971 | Time: 1937.85 ms
[2021-11-20 23:32:42 main:581] : INFO : Epoch 1872 | loss: 0.03119 | val_loss: 0.0311961 | Time: 1935.83 ms
[2021-11-20 23:32:44 main:581] : INFO : Epoch 1873 | loss: 0.0311894 | val_loss: 0.0311962 | Time: 1924.38 ms
[2021-11-20 23:32:46 main:581] : INFO : Epoch 1874 | loss: 0.03119 | val_loss: 0.0311953 | Time: 1947.75 ms
[2021-11-20 23:32:48 main:581] : INFO : Epoch 1875 | loss: 0.0311884 | val_loss: 0.0311948 | Time: 1922.09 ms
[2021-11-20 23:32:50 main:581] : INFO : Epoch 1876 | loss: 0.0311893 | val_loss: 0.0311958 | Time: 1922.86 ms
[2021-11-20 23:32:52 main:581] : INFO : Epoch 1877 | loss: 0.0311883 | val_loss: 0.031194 | Time: 1950.12 ms
[2021-11-20 23:32:54 main:581] : INFO : Epoch 1878 | loss: 0.0311871 | val_loss: 0.0311939 | Time: 1936.92 ms
[2021-11-20 23:32:56 main:581] : INFO : Epoch 1879 | loss: 0.0311872 | val_loss: 0.0311946 | Time: 1956.58 ms
[2021-11-20 23:32:58 main:581] : INFO : Epoch 1880 | loss: 0.0311869 | val_loss: 0.0311956 | Time: 1949.44 ms
[2021-11-20 23:33:00 main:581] : INFO : Epoch 1881 | loss: 0.0311874 | val_loss: 0.031195 | Time: 1964.52 ms
[2021-11-20 23:33:02 main:581] : INFO : Epoch 1882 | loss: 0.0311865 | val_loss: 0.031194 | Time: 1946.44 ms
[2021-11-20 23:33:04 main:581] : INFO : Epoch 1883 | loss: 0.0311859 | val_loss: 0.0311922 | Time: 1952.87 ms
[2021-11-20 23:33:06 main:581] : INFO : Epoch 1884 | loss: 0.0311855 | val_loss: 0.0311936 | Time: 1990.4 ms
[2021-11-20 23:33:08 main:581] : INFO : Epoch 1885 | loss: 0.0311862 | val_loss: 0.0311938 | Time: 1915.69 ms
[2021-11-20 23:33:09 main:581] : INFO : Epoch 1886 | loss: 0.0311862 | val_loss: 0.0311942 | Time: 1934.71 ms
[2021-11-20 23:33:11 main:581] : INFO : Epoch 1887 | loss: 0.0311861 | val_loss: 0.0311934 | Time: 1997.66 ms
[2021-11-20 23:33:13 main:581] : INFO : Epoch 1888 | loss: 0.031185 | val_loss: 0.0311957 | Time: 1910.15 ms
[2021-11-20 23:33:15 main:581] : INFO : Epoch 1889 | loss: 0.0311843 | val_loss: 0.0311964 | Time: 1956.73 ms
[2021-11-20 23:33:17 main:581] : INFO : Epoch 1890 | loss: 0.0311847 | val_loss: 0.0311928 | Time: 1912.69 ms
[2021-11-20 23:33:19 main:581] : INFO : Epoch 1891 | loss: 0.0311843 | val_loss: 0.0311913 | Time: 1912.85 ms
[2021-11-20 23:33:21 main:581] : INFO : Epoch 1892 | loss: 0.0311823 | val_loss: 0.0311917 | Time: 1938.95 ms
[2021-11-20 23:33:23 main:581] : INFO : Epoch 1893 | loss: 0.0311824 | val_loss: 0.031191 | Time: 1951.69 ms
[2021-11-20 23:33:25 main:581] : INFO : Epoch 1894 | loss: 0.0311825 | val_loss: 0.0311907 | Time: 1936.21 ms
[2021-11-20 23:33:27 main:581] : INFO : Epoch 1895 | loss: 0.0311835 | val_loss: 0.0311954 | Time: 1951.86 ms
[2021-11-20 23:33:29 main:581] : INFO : Epoch 1896 | loss: 0.0311839 | val_loss: 0.0311903 | Time: 1935.15 ms
[2021-11-20 23:33:31 main:581] : INFO : Epoch 1897 | loss: 0.0311818 | val_loss: 0.0311895 | Time: 1991.74 ms
[2021-11-20 23:33:33 main:581] : INFO : Epoch 1898 | loss: 0.0311835 | val_loss: 0.0311915 | Time: 1934.03 ms
[2021-11-20 23:33:35 main:581] : INFO : Epoch 1899 | loss: 0.0311823 | val_loss: 0.031194 | Time: 1985.74 ms
[2021-11-20 23:33:37 main:581] : INFO : Epoch 1900 | loss: 0.0311824 | val_loss: 0.0311892 | Time: 1956.67 ms
[2021-11-20 23:33:39 main:581] : INFO : Epoch 1901 | loss: 0.0311848 | val_loss: 0.0311917 | Time: 1980.2 ms
[2021-11-20 23:33:41 main:581] : INFO : Epoch 1902 | loss: 0.0311847 | val_loss: 0.0311917 | Time: 1929.18 ms
[2021-11-20 23:33:43 main:581] : INFO : Epoch 1903 | loss: 0.0311852 | val_loss: 0.0311942 | Time: 1954.61 ms
[2021-11-20 23:33:45 main:581] : INFO : Epoch 1904 | loss: 0.0311836 | val_loss: 0.0311896 | Time: 1925.82 ms
[2021-11-20 23:33:47 main:581] : INFO : Epoch 1905 | loss: 0.0311816 | val_loss: 0.03119 | Time: 1964.63 ms
[2021-11-20 23:33:48 main:581] : INFO : Epoch 1906 | loss: 0.0311807 | val_loss: 0.0311875 | Time: 1932.49 ms
[2021-11-20 23:33:50 main:581] : INFO : Epoch 1907 | loss: 0.0311815 | val_loss: 0.0311882 | Time: 1948.31 ms
[2021-11-20 23:33:52 main:581] : INFO : Epoch 1908 | loss: 0.0311814 | val_loss: 0.0311882 | Time: 2039.74 ms
[2021-11-20 23:33:54 main:581] : INFO : Epoch 1909 | loss: 0.0311844 | val_loss: 0.0311894 | Time: 1988.34 ms
[2021-11-20 23:33:56 main:581] : INFO : Epoch 1910 | loss: 0.0312834 | val_loss: 0.0319304 | Time: 1940.77 ms
[2021-11-20 23:33:58 main:581] : INFO : Epoch 1911 | loss: 0.0326265 | val_loss: 0.0321283 | Time: 1986.69 ms
[2021-11-20 23:34:00 main:581] : INFO : Epoch 1912 | loss: 0.0314592 | val_loss: 0.0312933 | Time: 1982.45 ms
[2021-11-20 23:34:02 main:581] : INFO : Epoch 1913 | loss: 0.0312629 | val_loss: 0.0312315 | Time: 1919.72 ms
[2021-11-20 23:34:04 main:581] : INFO : Epoch 1914 | loss: 0.0312144 | val_loss: 0.0312044 | Time: 1960.76 ms
[2021-11-20 23:34:06 main:581] : INFO : Epoch 1915 | loss: 0.0311909 | val_loss: 0.0311892 | Time: 1999.52 ms
[2021-11-20 23:34:08 main:581] : INFO : Epoch 1916 | loss: 0.0311861 | val_loss: 0.0311881 | Time: 1920.44 ms
[2021-11-20 23:34:10 main:581] : INFO : Epoch 1917 | loss: 0.0311856 | val_loss: 0.0311873 | Time: 1946.03 ms
[2021-11-20 23:34:12 main:581] : INFO : Epoch 1918 | loss: 0.0311874 | val_loss: 0.0311929 | Time: 1952.37 ms
[2021-11-20 23:34:14 main:581] : INFO : Epoch 1919 | loss: 0.0311837 | val_loss: 0.0311876 | Time: 1929.57 ms
[2021-11-20 23:34:16 main:581] : INFO : Epoch 1920 | loss: 0.0311818 | val_loss: 0.0311867 | Time: 1940.59 ms
[2021-11-20 23:34:18 main:581] : INFO : Epoch 1921 | loss: 0.0311827 | val_loss: 0.0311899 | Time: 1964.18 ms
[2021-11-20 23:34:20 main:581] : INFO : Epoch 1922 | loss: 0.0311823 | val_loss: 0.0311872 | Time: 1919.45 ms
[2021-11-20 23:34:22 main:581] : INFO : Epoch 1923 | loss: 0.0311815 | val_loss: 0.0311866 | Time: 1981.71 ms
[2021-11-20 23:34:24 main:581] : INFO : Epoch 1924 | loss: 0.031182 | val_loss: 0.0311862 | Time: 1963.86 ms
[2021-11-20 23:34:26 main:581] : INFO : Epoch 1925 | loss: 0.0311805 | val_loss: 0.0311859 | Time: 1965.09 ms
[2021-11-20 23:34:28 main:581] : INFO : Epoch 1926 | loss: 0.0311807 | val_loss: 0.0311856 | Time: 1950.43 ms
[2021-11-20 23:34:30 main:581] : INFO : Epoch 1927 | loss: 0.0311802 | val_loss: 0.0311865 | Time: 1953.58 ms
[2021-11-20 23:34:32 main:581] : INFO : Epoch 1928 | loss: 0.0311814 | val_loss: 0.0311859 | Time: 1939.64 ms
[2021-11-20 23:34:33 main:581] : INFO : Epoch 1929 | loss: 0.0311804 | val_loss: 0.0311856 | Time: 1918.82 ms
[2021-11-20 23:34:35 main:581] : INFO : Epoch 1930 | loss: 0.031182 | val_loss: 0.031191 | Time: 1970.21 ms
[2021-11-20 23:34:37 main:581] : INFO : Epoch 1931 | loss: 0.0311803 | val_loss: 0.0311895 | Time: 1974.99 ms
[2021-11-20 23:34:39 main:581] : INFO : Epoch 1932 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 1956.81 ms
[2021-11-20 23:34:41 main:581] : INFO : Epoch 1933 | loss: 0.0311809 | val_loss: 0.0311873 | Time: 1940.73 ms
[2021-11-20 23:34:43 main:581] : INFO : Epoch 1934 | loss: 0.0311804 | val_loss: 0.0311845 | Time: 1938.14 ms
[2021-11-20 23:34:45 main:581] : INFO : Epoch 1935 | loss: 0.0311808 | val_loss: 0.0311886 | Time: 1939.29 ms
[2021-11-20 23:34:47 main:581] : INFO : Epoch 1936 | loss: 0.0311804 | val_loss: 0.0311892 | Time: 1950.25 ms
[2021-11-20 23:34:49 main:581] : INFO : Epoch 1937 | loss: 0.0311806 | val_loss: 0.0311878 | Time: 1961.24 ms
[2021-11-20 23:34:51 main:581] : INFO : Epoch 1938 | loss: 0.0311796 | val_loss: 0.0311851 | Time: 1932.28 ms
[2021-11-20 23:34:53 main:581] : INFO : Epoch 1939 | loss: 0.0311783 | val_loss: 0.0311865 | Time: 1928.43 ms
[2021-11-20 23:34:55 main:581] : INFO : Epoch 1940 | loss: 0.0311789 | val_loss: 0.0311865 | Time: 1972.98 ms
[2021-11-20 23:34:57 main:581] : INFO : Epoch 1941 | loss: 0.0311831 | val_loss: 0.031188 | Time: 1968.35 ms
[2021-11-20 23:34:59 main:581] : INFO : Epoch 1942 | loss: 0.0311825 | val_loss: 0.0311853 | Time: 1947.19 ms
[2021-11-20 23:35:01 main:581] : INFO : Epoch 1943 | loss: 0.0311804 | val_loss: 0.0311848 | Time: 2015.71 ms
[2021-11-20 23:35:03 main:581] : INFO : Epoch 1944 | loss: 0.03118 | val_loss: 0.0311865 | Time: 1926.99 ms
[2021-11-20 23:35:05 main:581] : INFO : Epoch 1945 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 1927.11 ms
[2021-11-20 23:35:07 main:581] : INFO : Epoch 1946 | loss: 0.0311788 | val_loss: 0.0311846 | Time: 1984.37 ms
[2021-11-20 23:35:09 main:581] : INFO : Epoch 1947 | loss: 0.0311781 | val_loss: 0.0311845 | Time: 1950.38 ms
[2021-11-20 23:35:11 main:581] : INFO : Epoch 1948 | loss: 0.0311785 | val_loss: 0.0311862 | Time: 1980.44 ms
[2021-11-20 23:35:13 main:581] : INFO : Epoch 1949 | loss: 0.0311781 | val_loss: 0.0311848 | Time: 1962.68 ms
[2021-11-20 23:35:15 main:581] : INFO : Epoch 1950 | loss: 0.0311771 | val_loss: 0.0311844 | Time: 1972.01 ms
[2021-11-20 23:35:17 main:581] : INFO : Epoch 1951 | loss: 0.0311774 | val_loss: 0.031185 | Time: 1968.27 ms
[2021-11-20 23:35:18 main:581] : INFO : Epoch 1952 | loss: 0.0311776 | val_loss: 0.0311867 | Time: 1957.1 ms
[2021-11-20 23:35:20 main:581] : INFO : Epoch 1953 | loss: 0.0311776 | val_loss: 0.0311858 | Time: 1963.45 ms
[2021-11-20 23:35:22 main:581] : INFO : Epoch 1954 | loss: 0.0311779 | val_loss: 0.0311839 | Time: 2003.26 ms
[2021-11-20 23:35:24 main:581] : INFO : Epoch 1955 | loss: 0.031177 | val_loss: 0.031184 | Time: 1937.62 ms
[2021-11-20 23:35:26 main:581] : INFO : Epoch 1956 | loss: 0.0311769 | val_loss: 0.0311856 | Time: 1967.52 ms
[2021-11-20 23:35:28 main:581] : INFO : Epoch 1957 | loss: 0.0311766 | val_loss: 0.0311851 | Time: 1978.55 ms
[2021-11-20 23:35:30 main:581] : INFO : Epoch 1958 | loss: 0.0311768 | val_loss: 0.0311845 | Time: 1931.16 ms
[2021-11-20 23:35:32 main:581] : INFO : Epoch 1959 | loss: 0.031176 | val_loss: 0.0311843 | Time: 1954.98 ms
[2021-11-20 23:35:34 main:581] : INFO : Epoch 1960 | loss: 0.031176 | val_loss: 0.0311844 | Time: 1948.73 ms
[2021-11-20 23:35:36 main:581] : INFO : Epoch 1961 | loss: 0.0311757 | val_loss: 0.0311852 | Time: 1997.14 ms
[2021-11-20 23:35:38 main:581] : INFO : Epoch 1962 | loss: 0.031176 | val_loss: 0.0311858 | Time: 1964.59 ms
[2021-11-20 23:35:40 main:581] : INFO : Epoch 1963 | loss: 0.0311761 | val_loss: 0.0311845 | Time: 1932.86 ms
[2021-11-20 23:35:42 main:581] : INFO : Epoch 1964 | loss: 0.0311758 | val_loss: 0.0311845 | Time: 1972.74 ms
[2021-11-20 23:35:44 main:581] : INFO : Epoch 1965 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 1987.01 ms
[2021-11-20 23:35:46 main:581] : INFO : Epoch 1966 | loss: 0.0311751 | val_loss: 0.0311845 | Time: 1949.13 ms
[2021-11-20 23:35:48 main:581] : INFO : Epoch 1967 | loss: 0.0311749 | val_loss: 0.0311849 | Time: 1941.71 ms
[2021-11-20 23:35:50 main:581] : INFO : Epoch 1968 | loss: 0.0311756 | val_loss: 0.0311851 | Time: 1961.37 ms
[2021-11-20 23:35:52 main:581] : INFO : Epoch 1969 | loss: 0.0311749 | val_loss: 0.0311838 | Time: 1938.21 ms
[2021-11-20 23:35:54 main:581] : INFO : Epoch 1970 | loss: 0.0311754 | val_loss: 0.0311858 | Time: 1976.05 ms
[2021-11-20 23:35:56 main:581] : INFO : Epoch 1971 | loss: 0.031175 | val_loss: 0.031184 | Time: 1953.2 ms
[2021-11-20 23:35:58 main:581] : INFO : Epoch 1972 | loss: 0.0311747 | val_loss: 0.0311846 | Time: 1933.8 ms
[2021-11-20 23:36:00 main:581] : INFO : Epoch 1973 | loss: 0.0311739 | val_loss: 0.0311843 | Time: 1931.12 ms
[2021-11-20 23:36:02 main:581] : INFO : Epoch 1974 | loss: 0.0311743 | val_loss: 0.031184 | Time: 1961.88 ms
[2021-11-20 23:36:04 main:581] : INFO : Epoch 1975 | loss: 0.031174 | val_loss: 0.0311853 | Time: 1948.24 ms
[2021-11-20 23:36:05 main:581] : INFO : Epoch 1976 | loss: 0.0311749 | val_loss: 0.0311853 | Time: 1931.79 ms
[2021-11-20 23:36:07 main:581] : INFO : Epoch 1977 | loss: 0.0311765 | val_loss: 0.0311865 | Time: 1982.62 ms
[2021-11-20 23:36:09 main:581] : INFO : Epoch 1978 | loss: 0.0311757 | val_loss: 0.0311877 | Time: 1959.32 ms
[2021-11-20 23:36:11 main:581] : INFO : Epoch 1979 | loss: 0.0311787 | val_loss: 0.0311884 | Time: 1952.63 ms
[2021-11-20 23:36:13 main:581] : INFO : Epoch 1980 | loss: 0.0311774 | val_loss: 0.0311835 | Time: 1945.18 ms
[2021-11-20 23:36:15 main:581] : INFO : Epoch 1981 | loss: 0.0311757 | val_loss: 0.0311837 | Time: 1970.02 ms
[2021-11-20 23:36:17 main:581] : INFO : Epoch 1982 | loss: 0.0311737 | val_loss: 0.0311832 | Time: 1992.15 ms
[2021-11-20 23:36:19 main:581] : INFO : Epoch 1983 | loss: 0.031173 | val_loss: 0.031184 | Time: 1932.67 ms
[2021-11-20 23:36:21 main:581] : INFO : Epoch 1984 | loss: 0.0311732 | val_loss: 0.0311826 | Time: 1947.64 ms
[2021-11-20 23:36:23 main:581] : INFO : Epoch 1985 | loss: 0.0311729 | val_loss: 0.0311852 | Time: 1960.86 ms
[2021-11-20 23:36:25 main:581] : INFO : Epoch 1986 | loss: 0.0311747 | val_loss: 0.0311835 | Time: 1941.33 ms
[2021-11-20 23:36:27 main:581] : INFO : Epoch 1987 | loss: 0.0311737 | val_loss: 0.0311841 | Time: 1935.87 ms
[2021-11-20 23:36:29 main:581] : INFO : Epoch 1988 | loss: 0.0311736 | val_loss: 0.031185 | Time: 1938.2 ms
[2021-11-20 23:36:31 main:581] : INFO : Epoch 1989 | loss: 0.0311727 | val_loss: 0.0311855 | Time: 1957.31 ms
[2021-11-20 23:36:33 main:581] : INFO : Epoch 1990 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 1955.43 ms
[2021-11-20 23:36:35 main:581] : INFO : Epoch 1991 | loss: 0.0311727 | val_loss: 0.0311844 | Time: 1965.32 ms
[2021-11-20 23:36:37 main:581] : INFO : Epoch 1992 | loss: 0.0311716 | val_loss: 0.0311838 | Time: 1976.88 ms
[2021-11-20 23:36:39 main:581] : INFO : Epoch 1993 | loss: 0.0311718 | val_loss: 0.0311839 | Time: 1958.11 ms
[2021-11-20 23:36:41 main:581] : INFO : Epoch 1994 | loss: 0.031172 | val_loss: 0.0311836 | Time: 1972.15 ms
[2021-11-20 23:36:43 main:581] : INFO : Epoch 1995 | loss: 0.0311717 | val_loss: 0.0311844 | Time: 1941.09 ms
[2021-11-20 23:36:45 main:581] : INFO : Epoch 1996 | loss: 0.0311712 | val_loss: 0.0311844 | Time: 1959.05 ms
[2021-11-20 23:36:47 main:581] : INFO : Epoch 1997 | loss: 0.0311722 | val_loss: 0.0311845 | Time: 1962.17 ms
[2021-11-20 23:36:49 main:581] : INFO : Epoch 1998 | loss: 0.0311721 | val_loss: 0.031184 | Time: 1976.82 ms
[2021-11-20 23:36:51 main:581] : INFO : Epoch 1999 | loss: 0.0311711 | val_loss: 0.0311834 | Time: 1955.88 ms
[2021-11-20 23:36:52 main:581] : INFO : Epoch 2000 | loss: 0.0311708 | val_loss: 0.0311825 | Time: 1935.28 ms
[2021-11-20 23:36:54 main:581] : INFO : Epoch 2001 | loss: 0.0311722 | val_loss: 0.0311832 | Time: 1946.68 ms
[2021-11-20 23:36:56 main:581] : INFO : Epoch 2002 | loss: 0.0311713 | val_loss: 0.0311833 | Time: 1969.48 ms
[2021-11-20 23:36:58 main:581] : INFO : Epoch 2003 | loss: 0.0311719 | val_loss: 0.0311824 | Time: 1936.23 ms
[2021-11-20 23:37:00 main:581] : INFO : Epoch 2004 | loss: 0.031171 | val_loss: 0.0311832 | Time: 1951.46 ms
[2021-11-20 23:37:02 main:581] : INFO : Epoch 2005 | loss: 0.0311705 | val_loss: 0.0311847 | Time: 1959.05 ms
[2021-11-20 23:37:04 main:581] : INFO : Epoch 2006 | loss: 0.0311703 | val_loss: 0.0311827 | Time: 1945.99 ms
[2021-11-20 23:37:06 main:581] : INFO : Epoch 2007 | loss: 0.0311706 | val_loss: 0.0311842 | Time: 1934.83 ms
[2021-11-20 23:37:08 main:581] : INFO : Epoch 2008 | loss: 0.0311704 | val_loss: 0.0311841 | Time: 1965.61 ms
[2021-11-20 23:37:10 main:581] : INFO : Epoch 2009 | loss: 0.0311695 | val_loss: 0.0311832 | Time: 1943.5 ms
[2021-11-20 23:37:12 main:581] : INFO : Epoch 2010 | loss: 0.0311692 | val_loss: 0.0311831 | Time: 1967.83 ms
[2021-11-20 23:37:14 main:581] : INFO : Epoch 2011 | loss: 0.0311699 | val_loss: 0.0311825 | Time: 1951.87 ms
[2021-11-20 23:37:16 main:581] : INFO : Epoch 2012 | loss: 0.0311697 | val_loss: 0.0311834 | Time: 1984.7 ms
[2021-11-20 23:37:18 main:581] : INFO : Epoch 2013 | loss: 0.0311694 | val_loss: 0.031183 | Time: 1954.4 ms
[2021-11-20 23:37:20 main:581] : INFO : Epoch 2014 | loss: 0.0311693 | val_loss: 0.0311828 | Time: 1956.77 ms
[2021-11-20 23:37:22 main:581] : INFO : Epoch 2015 | loss: 0.0311695 | val_loss: 0.0311851 | Time: 1975.83 ms
[2021-11-20 23:37:24 main:581] : INFO : Epoch 2016 | loss: 0.0311696 | val_loss: 0.0311832 | Time: 1940.39 ms
[2021-11-20 23:37:26 main:581] : INFO : Epoch 2017 | loss: 0.0311689 | val_loss: 0.0311838 | Time: 1953.91 ms
[2021-11-20 23:37:28 main:581] : INFO : Epoch 2018 | loss: 0.0311691 | val_loss: 0.0311833 | Time: 1934.27 ms
[2021-11-20 23:37:30 main:581] : INFO : Epoch 2019 | loss: 0.0311693 | val_loss: 0.0311842 | Time: 1948.35 ms
[2021-11-20 23:37:32 main:581] : INFO : Epoch 2020 | loss: 0.0311704 | val_loss: 0.031184 | Time: 1944.2 ms
[2021-11-20 23:37:33 main:581] : INFO : Epoch 2021 | loss: 0.0311691 | val_loss: 0.0311833 | Time: 1943.9 ms
[2021-11-20 23:37:35 main:581] : INFO : Epoch 2022 | loss: 0.03117 | val_loss: 0.0311861 | Time: 2007.3 ms
[2021-11-20 23:37:37 main:581] : INFO : Epoch 2023 | loss: 0.0311706 | val_loss: 0.0311863 | Time: 1951.21 ms
[2021-11-20 23:37:39 main:581] : INFO : Epoch 2024 | loss: 0.031171 | val_loss: 0.0311844 | Time: 1935.93 ms
[2021-11-20 23:37:41 main:581] : INFO : Epoch 2025 | loss: 0.0311691 | val_loss: 0.0311849 | Time: 1985.32 ms
[2021-11-20 23:37:43 main:581] : INFO : Epoch 2026 | loss: 0.031169 | val_loss: 0.0311833 | Time: 1925.46 ms
[2021-11-20 23:37:45 main:581] : INFO : Epoch 2027 | loss: 0.0311694 | val_loss: 0.0311849 | Time: 1955.87 ms
[2021-11-20 23:37:47 main:581] : INFO : Epoch 2028 | loss: 0.031169 | val_loss: 0.0311851 | Time: 1969.36 ms
[2021-11-20 23:37:49 main:581] : INFO : Epoch 2029 | loss: 0.0311686 | val_loss: 0.0311844 | Time: 1959.31 ms
[2021-11-20 23:37:51 main:581] : INFO : Epoch 2030 | loss: 0.0311715 | val_loss: 0.0311842 | Time: 1963.35 ms
[2021-11-20 23:37:53 main:581] : INFO : Epoch 2031 | loss: 0.0311691 | val_loss: 0.031184 | Time: 1947.22 ms
[2021-11-20 23:37:55 main:581] : INFO : Epoch 2032 | loss: 0.0311688 | val_loss: 0.0311888 | Time: 1989.96 ms
[2021-11-20 23:37:57 main:581] : INFO : Epoch 2033 | loss: 0.0311694 | val_loss: 0.0311832 | Time: 1981.42 ms
[2021-11-20 23:37:59 main:581] : INFO : Epoch 2034 | loss: 0.0311689 | val_loss: 0.0311872 | Time: 1976.49 ms
[2021-11-20 23:38:01 main:581] : INFO : Epoch 2035 | loss: 0.0311704 | val_loss: 0.0311836 | Time: 1978.76 ms
[2021-11-20 23:38:03 main:581] : INFO : Epoch 2036 | loss: 0.0311682 | val_loss: 0.0311846 | Time: 1991.96 ms
[2021-11-20 23:38:05 main:581] : INFO : Epoch 2037 | loss: 0.031168 | val_loss: 0.0311869 | Time: 1925.82 ms
[2021-11-20 23:38:07 main:581] : INFO : Epoch 2038 | loss: 0.0311708 | val_loss: 0.0311883 | Time: 1942.51 ms
[2021-11-20 23:38:09 main:581] : INFO : Epoch 2039 | loss: 0.0311692 | val_loss: 0.031185 | Time: 1935.4 ms
[2021-11-20 23:38:11 main:581] : INFO : Epoch 2040 | loss: 0.031169 | val_loss: 0.0311861 | Time: 1936.57 ms
[2021-11-20 23:38:13 main:581] : INFO : Epoch 2041 | loss: 0.0311691 | val_loss: 0.0311878 | Time: 1930.39 ms
[2021-11-20 23:38:15 main:581] : INFO : Epoch 2042 | loss: 0.0311689 | val_loss: 0.0311851 | Time: 1941.57 ms
[2021-11-20 23:38:17 main:581] : INFO : Epoch 2043 | loss: 0.0311679 | val_loss: 0.0311867 | Time: 1930.1 ms
[2021-11-20 23:38:18 main:581] : INFO : Epoch 2044 | loss: 0.0311671 | val_loss: 0.0311842 | Time: 1930.18 ms
[2021-11-20 23:38:20 main:581] : INFO : Epoch 2045 | loss: 0.0311668 | val_loss: 0.0311839 | Time: 1969.88 ms
[2021-11-20 23:38:22 main:581] : INFO : Epoch 2046 | loss: 0.0311668 | val_loss: 0.0311841 | Time: 1935.25 ms
[2021-11-20 23:38:24 main:581] : INFO : Epoch 2047 | loss: 0.0311667 | val_loss: 0.0311857 | Time: 1931.82 ms
[2021-11-20 23:38:26 main:581] : INFO : Epoch 2048 | loss: 0.0311675 | val_loss: 0.0311842 | Time: 1932.24 ms
[2021-11-20 23:38:26 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311842
[2021-11-20 23:38:26 main:610] : INFO : Saving end state to config to file
[2021-11-20 23:38:26 main:615] : INFO : Success, exiting..
23:38:26 (7300): 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)