Task 8536239
| Name | ParityModified-1634620899-6980-2_0 |
| Workunit | 6032934 |
| Created | 31 Oct 2021, 10:50:51 UTC |
| Sent | 1 Nov 2021, 11:43:29 UTC |
| Report deadline | 8 Nov 2021, 11:43:29 UTC |
| Received | 1 Nov 2021, 14:58:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 5 min 55 sec |
| CPU time | 1 hours 5 min 50 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> 6 ms [2021-11-01 09:41:03 main:581] : INFO : Epoch 1538 | loss: 0.0311778 | val_loss: 0.0311824 | Time: 1924.76 ms [2021-11-01 09:41:05 main:581] : INFO : Epoch 1539 | loss: 0.0311756 | val_loss: 0.0311832 | Time: 1933.34 ms [2021-11-01 09:41:07 main:581] : INFO : Epoch 1540 | loss: 0.031176 | val_loss: 0.031182 | Time: 1939.77 ms [2021-11-01 09:41:09 main:581] : INFO : Epoch 1541 | loss: 0.0311745 | val_loss: 0.0311826 | Time: 1933.61 ms [2021-11-01 09:41:10 main:581] : INFO : Epoch 1542 | loss: 0.0311732 | val_loss: 0.031181 | Time: 1923.63 ms [2021-11-01 09:41:12 main:581] : INFO : Epoch 1543 | loss: 0.0311727 | val_loss: 0.0311836 | Time: 1923.6 ms [2021-11-01 09:41:14 main:581] : INFO : Epoch 1544 | loss: 0.0311773 | val_loss: 0.0311814 | Time: 1934.45 ms [2021-11-01 09:41:16 main:581] : INFO : Epoch 1545 | loss: 0.0311744 | val_loss: 0.0311804 | Time: 1917.63 ms [2021-11-01 09:41:18 main:581] : INFO : Epoch 1546 | loss: 0.0311739 | val_loss: 0.0311817 | Time: 1916.98 ms [2021-11-01 09:41:20 main:581] : INFO : Epoch 1547 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 1916.08 ms [2021-11-01 09:41:22 main:581] : INFO : Epoch 1548 | loss: 0.0311736 | val_loss: 0.0311774 | Time: 1925.36 ms [2021-11-01 09:41:24 main:581] : INFO : Epoch 1549 | loss: 0.0311727 | val_loss: 0.0311788 | Time: 1946.5 ms [2021-11-01 09:41:26 main:581] : INFO : Epoch 1550 | loss: 0.0311756 | val_loss: 0.0311803 | Time: 1945.65 ms [2021-11-01 09:41:28 main:581] : INFO : Epoch 1551 | loss: 0.0311731 | val_loss: 0.0311794 | Time: 1927.08 ms [2021-11-01 09:41:30 main:581] : INFO : Epoch 1552 | loss: 0.0311726 | val_loss: 0.0311798 | Time: 1929.17 ms [2021-11-01 09:41:32 main:581] : INFO : Epoch 1553 | loss: 0.0311722 | val_loss: 0.0311794 | Time: 1935.29 ms [2021-11-01 09:41:34 main:581] : INFO : Epoch 1554 | loss: 0.0311716 | val_loss: 0.0311785 | Time: 1930.7 ms [2021-11-01 09:41:36 main:581] : INFO : Epoch 1555 | loss: 0.0311703 | val_loss: 0.0311814 | Time: 1961.09 ms [2021-11-01 09:41:38 main:581] : INFO : Epoch 1556 | loss: 0.0311707 | val_loss: 0.031179 | Time: 1971.4 ms [2021-11-01 09:41:39 main:581] : INFO : Epoch 1557 | loss: 0.0311697 | val_loss: 0.031177 | Time: 1958.51 ms [2021-11-01 09:41:41 main:581] : INFO : Epoch 1558 | loss: 0.0311712 | val_loss: 0.0311818 | Time: 1946.09 ms [2021-11-01 09:41:43 main:581] : INFO : Epoch 1559 | loss: 0.0311716 | val_loss: 0.031179 | Time: 1951.84 ms [2021-11-01 09:41:45 main:581] : INFO : Epoch 1560 | loss: 0.0311718 | val_loss: 0.0311802 | Time: 1940.81 ms [2021-11-01 09:41:47 main:581] : INFO : Epoch 1561 | loss: 0.0311723 | val_loss: 0.0311793 | Time: 1940.95 ms [2021-11-01 09:41:49 main:581] : INFO : Epoch 1562 | loss: 0.0311703 | val_loss: 0.0311778 | Time: 1933.19 ms [2021-11-01 09:41:51 main:581] : INFO : Epoch 1563 | loss: 0.0311704 | val_loss: 0.0311791 | Time: 1938.06 ms [2021-11-01 09:41:53 main:581] : INFO : Epoch 1564 | loss: 0.0311694 | val_loss: 0.0311798 | Time: 1942.51 ms [2021-11-01 09:41:55 main:581] : INFO : Epoch 1565 | loss: 0.0311696 | val_loss: 0.0311799 | Time: 1945.33 ms [2021-11-01 09:41:57 main:581] : INFO : Epoch 1566 | loss: 0.0311711 | val_loss: 0.0311787 | Time: 1931.51 ms [2021-11-01 09:41:59 main:581] : INFO : Epoch 1567 | loss: 0.0311694 | val_loss: 0.0311785 | Time: 1947.25 ms [2021-11-01 09:42:01 main:581] : INFO : Epoch 1568 | loss: 0.0311691 | val_loss: 0.0311789 | Time: 1939.63 ms [2021-11-01 09:42:03 main:581] : INFO : Epoch 1569 | loss: 0.0311691 | val_loss: 0.0311805 | Time: 1938.31 ms [2021-11-01 09:42:05 main:581] : INFO : Epoch 1570 | loss: 0.0311698 | val_loss: 0.03118 | Time: 1936.3 ms [2021-11-01 09:42:07 main:581] : INFO : Epoch 1571 | loss: 0.0311683 | val_loss: 0.0311829 | Time: 1936.43 ms [2021-11-01 09:42:09 main:581] : INFO : Epoch 1572 | loss: 0.0311689 | val_loss: 0.0311798 | Time: 1940.02 ms [2021-11-01 09:42:11 main:581] : INFO : Epoch 1573 | loss: 0.0311683 | val_loss: 0.0311783 | Time: 1944.84 ms [2021-11-01 09:42:12 main:581] : INFO : Epoch 1574 | loss: 0.0311683 | val_loss: 0.0311796 | Time: 1944.2 ms [2021-11-01 09:42:14 main:581] : INFO : Epoch 1575 | loss: 0.0311694 | val_loss: 0.0311815 | Time: 1949.77 ms [2021-11-01 09:42:16 main:581] : INFO : Epoch 1576 | loss: 0.0311691 | val_loss: 0.0311781 | Time: 1948.24 ms [2021-11-01 09:42:18 main:581] : INFO : Epoch 1577 | loss: 0.031167 | val_loss: 0.0311778 | Time: 1930.7 ms [2021-11-01 09:42:20 main:581] : INFO : Epoch 1578 | loss: 0.0311679 | val_loss: 0.0311786 | Time: 1932.04 ms [2021-11-01 09:42:22 main:581] : INFO : Epoch 1579 | loss: 0.0311681 | val_loss: 0.0311801 | Time: 1923.24 ms [2021-11-01 09:42:24 main:581] : INFO : Epoch 1580 | loss: 0.031167 | val_loss: 0.0311785 | Time: 1929.78 ms [2021-11-01 09:42:26 main:581] : INFO : Epoch 1581 | loss: 0.0311666 | val_loss: 0.0311798 | Time: 1938.41 ms [2021-11-01 09:42:28 main:581] : INFO : Epoch 1582 | loss: 0.0311675 | val_loss: 0.0311821 | Time: 1935.07 ms [2021-11-01 09:42:30 main:581] : INFO : Epoch 1583 | loss: 0.03117 | val_loss: 0.0311776 | Time: 1917.98 ms [2021-11-01 09:42:32 main:581] : INFO : Epoch 1584 | loss: 0.0311673 | val_loss: 0.0311773 | Time: 1916.14 ms [2021-11-01 09:42:34 main:581] : INFO : Epoch 1585 | loss: 0.0311669 | val_loss: 0.0311784 | Time: 1915.96 ms [2021-11-01 09:42:36 main:581] : INFO : Epoch 1586 | loss: 0.0311669 | val_loss: 0.031177 | Time: 1912.49 ms [2021-11-01 09:42:38 main:581] : INFO : Epoch 1587 | loss: 0.0311664 | val_loss: 0.031182 | Time: 1937.43 ms [2021-11-01 09:42:40 main:581] : INFO : Epoch 1588 | loss: 0.0311681 | val_loss: 0.0311774 | Time: 1949.08 ms [2021-11-01 09:42:41 main:581] : INFO : Epoch 1589 | loss: 0.0311686 | val_loss: 0.0311778 | Time: 1923.91 ms [2021-11-01 09:42:43 main:581] : INFO : Epoch 1590 | loss: 0.0311675 | val_loss: 0.0311803 | Time: 1922.23 ms [2021-11-01 09:42:45 main:581] : INFO : Epoch 1591 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 1943.01 ms [2021-11-01 09:42:47 main:581] : INFO : Epoch 1592 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 1938.62 ms [2021-11-01 09:42:49 main:581] : INFO : Epoch 1593 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 1926.98 ms [2021-11-01 09:42:51 main:581] : INFO : Epoch 1594 | loss: 0.0311699 | val_loss: 0.0311799 | Time: 1931.06 ms [2021-11-01 09:42:53 main:581] : INFO : Epoch 1595 | loss: 0.0311733 | val_loss: 0.0311811 | Time: 1945.48 ms [2021-11-01 09:42:55 main:581] : INFO : Epoch 1596 | loss: 0.0311738 | val_loss: 0.0311835 | Time: 1945.89 ms [2021-11-01 09:42:57 main:581] : INFO : Epoch 1597 | loss: 0.0311745 | val_loss: 0.0311812 | Time: 1938.5 ms [2021-11-01 09:42:59 main:581] : INFO : Epoch 1598 | loss: 0.0311725 | val_loss: 0.0311786 | Time: 1939.98 ms [2021-11-01 09:43:01 main:581] : INFO : Epoch 1599 | loss: 0.031179 | val_loss: 0.0311883 | Time: 1934.01 ms [2021-11-01 09:43:03 main:581] : INFO : Epoch 1600 | loss: 0.0311801 | val_loss: 0.0311813 | Time: 1945.15 ms [2021-11-01 09:43:05 main:581] : INFO : Epoch 1601 | loss: 0.0311763 | val_loss: 0.0311805 | Time: 1942.91 ms [2021-11-01 09:43:07 main:581] : INFO : Epoch 1602 | loss: 0.0311756 | val_loss: 0.031184 | Time: 1971.5 ms [2021-11-01 09:43:09 main:581] : INFO : Epoch 1603 | loss: 0.0311742 | val_loss: 0.0311812 | Time: 1935.78 ms [2021-11-01 09:43:11 main:581] : INFO : Epoch 1604 | loss: 0.0311725 | val_loss: 0.0311783 | Time: 1944.87 ms [2021-11-01 09:43:13 main:581] : INFO : Epoch 1605 | loss: 0.031172 | val_loss: 0.0311776 | Time: 1949.53 ms [2021-11-01 09:43:14 main:581] : INFO : Epoch 1606 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 1943.55 ms [2021-11-01 09:43:16 main:581] : INFO : Epoch 1607 | loss: 0.0311704 | val_loss: 0.031179 | Time: 1885.03 ms [2021-11-01 09:43:18 main:581] : INFO : Epoch 1608 | loss: 0.031173 | val_loss: 0.0311792 | Time: 1859.65 ms [2021-11-01 09:43:20 main:581] : INFO : Epoch 1609 | loss: 0.0311731 | val_loss: 0.0311793 | Time: 1907.2 ms [2021-11-01 09:43:22 main:581] : INFO : Epoch 1610 | loss: 0.0311729 | val_loss: 0.0311786 | Time: 1916.98 ms [2021-11-01 09:43:24 main:581] : INFO : Epoch 1611 | loss: 0.031171 | val_loss: 0.0311814 | Time: 1918.26 ms [2021-11-01 09:43:26 main:581] : INFO : Epoch 1612 | loss: 0.0311698 | val_loss: 0.0311796 | Time: 1955.64 ms [2021-11-01 09:43:28 main:581] : INFO : Epoch 1613 | loss: 0.0311687 | val_loss: 0.0311782 | Time: 1930.5 ms [2021-11-01 09:43:30 main:581] : INFO : Epoch 1614 | loss: 0.0311678 | val_loss: 0.0311785 | Time: 1932.76 ms [2021-11-01 09:43:32 main:581] : INFO : Epoch 1615 | loss: 0.0311691 | val_loss: 0.0311805 | Time: 1927.12 ms [2021-11-01 09:43:34 main:581] : INFO : Epoch 1616 | loss: 0.0311726 | val_loss: 0.0311825 | Time: 1963.19 ms [2021-11-01 09:43:36 main:581] : INFO : Epoch 1617 | loss: 0.0311731 | val_loss: 0.0311811 | Time: 1958.09 ms [2021-11-01 09:43:38 main:581] : INFO : Epoch 1618 | loss: 0.031172 | val_loss: 0.03118 | Time: 1914.25 ms [2021-11-01 09:43:39 main:581] : INFO : Epoch 1619 | loss: 0.0311714 | val_loss: 0.03118 | Time: 1917.59 ms [2021-11-01 09:43:41 main:581] : INFO : Epoch 1620 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 1918.17 ms [2021-11-01 09:43:43 main:581] : INFO : Epoch 1621 | loss: 0.0311702 | val_loss: 0.0311783 | Time: 1926.57 ms [2021-11-01 09:43:45 main:581] : INFO : Epoch 1622 | loss: 0.0311747 | val_loss: 0.0311796 | Time: 1937.19 ms [2021-11-01 09:43:47 main:581] : INFO : Epoch 1623 | loss: 0.0311713 | val_loss: 0.0311782 | Time: 1924.47 ms [2021-11-01 09:43:49 main:581] : INFO : Epoch 1624 | loss: 0.0311693 | val_loss: 0.0311787 | Time: 1938.35 ms [2021-11-01 09:43:51 main:581] : INFO : Epoch 1625 | loss: 0.031169 | val_loss: 0.0311777 | Time: 1930.9 ms [2021-11-01 09:43:53 main:581] : INFO : Epoch 1626 | loss: 0.0311688 | val_loss: 0.0311804 | Time: 1920.23 ms [2021-11-01 09:43:55 main:581] : INFO : Epoch 1627 | loss: 0.031169 | val_loss: 0.0311791 | Time: 1934.14 ms [2021-11-01 09:43:57 main:581] : INFO : Epoch 1628 | loss: 0.0311679 | val_loss: 0.0311794 | Time: 1934.64 ms [2021-11-01 09:43:59 main:581] : INFO : Epoch 1629 | loss: 0.0311677 | val_loss: 0.0311775 | Time: 1928.1 ms [2021-11-01 09:44:01 main:581] : INFO : Epoch 1630 | loss: 0.0311666 | val_loss: 0.0311813 | Time: 1933.75 ms [2021-11-01 09:44:03 main:581] : INFO : Epoch 1631 | loss: 0.0311689 | val_loss: 0.0311893 | Time: 1937.76 ms [2021-11-01 09:44:05 main:581] : INFO : Epoch 1632 | loss: 0.0311716 | val_loss: 0.0311806 | Time: 1931.45 ms [2021-11-01 09:44:06 main:581] : INFO : Epoch 1633 | loss: 0.0311687 | val_loss: 0.0311804 | Time: 1928.24 ms [2021-11-01 09:44:08 main:581] : INFO : Epoch 1634 | loss: 0.0311706 | val_loss: 0.0311788 | Time: 1925.72 ms [2021-11-01 09:44:10 main:581] : INFO : Epoch 1635 | loss: 0.0311705 | val_loss: 0.0311795 | Time: 1922.6 ms [2021-11-01 09:44:12 main:581] : INFO : Epoch 1636 | loss: 0.0311696 | val_loss: 0.0311831 | Time: 1930.33 ms [2021-11-01 09:44:14 main:581] : INFO : Epoch 1637 | loss: 0.0311694 | val_loss: 0.0311813 | Time: 1928.94 ms [2021-11-01 09:44:16 main:581] : INFO : Epoch 1638 | loss: 0.031169 | val_loss: 0.031179 | Time: 1932.87 ms [2021-11-01 09:44:18 main:581] : INFO : Epoch 1639 | loss: 0.0311687 | val_loss: 0.0311777 | Time: 1928.07 ms [2021-11-01 09:44:20 main:581] : INFO : Epoch 1640 | loss: 0.0311685 | val_loss: 0.0311803 | Time: 1925.86 ms [2021-11-01 09:44:22 main:581] : INFO : Epoch 1641 | loss: 0.0311675 | val_loss: 0.0311812 | Time: 1929.88 ms [2021-11-01 09:44:24 main:581] : INFO : Epoch 1642 | loss: 0.031168 | val_loss: 0.031181 | Time: 1922.89 ms [2021-11-01 09:44:26 main:581] : INFO : Epoch 1643 | loss: 0.031168 | val_loss: 0.0311785 | Time: 1951.79 ms [2021-11-01 09:44:28 main:581] : INFO : Epoch 1644 | loss: 0.0311676 | val_loss: 0.03118 | Time: 1951.54 ms [2021-11-01 09:44:30 main:581] : INFO : Epoch 1645 | loss: 0.0311665 | val_loss: 0.0311783 | Time: 1951.9 ms [2021-11-01 09:44:32 main:581] : INFO : Epoch 1646 | loss: 0.0311674 | val_loss: 0.0311792 | Time: 1958.87 ms [2021-11-01 09:44:34 main:581] : INFO : Epoch 1647 | loss: 0.0311681 | val_loss: 0.0311795 | Time: 1909.81 ms [2021-11-01 09:44:35 main:581] : INFO : Epoch 1648 | loss: 0.0311696 | val_loss: 0.03118 | Time: 1929.16 ms [2021-11-01 09:44:37 main:581] : INFO : Epoch 1649 | loss: 0.0311676 | val_loss: 0.0311793 | Time: 1944.8 ms [2021-11-01 09:44:39 main:581] : INFO : Epoch 1650 | loss: 0.0311679 | val_loss: 0.0311789 | Time: 1926.08 ms [2021-11-01 09:44:41 main:581] : INFO : Epoch 1651 | loss: 0.0311667 | val_loss: 0.03118 | Time: 1962.36 ms [2021-11-01 09:44:43 main:581] : INFO : Epoch 1652 | loss: 0.0311683 | val_loss: 0.0311794 | Time: 1966.09 ms [2021-11-01 09:44:45 main:581] : INFO : Epoch 1653 | loss: 0.0311666 | val_loss: 0.0311774 | Time: 1961.7 ms [2021-11-01 09:44:47 main:581] : INFO : Epoch 1654 | loss: 0.0311673 | val_loss: 0.0311799 | Time: 1929.52 ms [2021-11-01 09:44:49 main:581] : INFO : Epoch 1655 | loss: 0.0311646 | val_loss: 0.0311791 | Time: 1944.66 ms [2021-11-01 09:44:51 main:581] : INFO : Epoch 1656 | loss: 0.0311658 | val_loss: 0.031179 | Time: 1951.69 ms [2021-11-01 09:44:53 main:581] : INFO : Epoch 1657 | loss: 0.0311651 | val_loss: 0.0311796 | Time: 1926.14 ms [2021-11-01 09:44:55 main:581] : INFO : Epoch 1658 | loss: 0.0311663 | val_loss: 0.0311817 | Time: 1939.33 ms [2021-11-01 09:44:57 main:581] : INFO : Epoch 1659 | loss: 0.0311655 | val_loss: 0.0311818 | Time: 1946.28 ms [2021-11-01 09:44:59 main:581] : INFO : Epoch 1660 | loss: 0.0311651 | val_loss: 0.0311819 | Time: 1965.29 ms [2021-11-01 09:45:01 main:581] : INFO : Epoch 1661 | loss: 0.031165 | val_loss: 0.0311815 | Time: 1961.29 ms [2021-11-01 09:45:03 main:581] : INFO : Epoch 1662 | loss: 0.0311673 | val_loss: 0.0311799 | Time: 1964.56 ms [2021-11-01 09:45:05 main:581] : INFO : Epoch 1663 | loss: 0.0311702 | val_loss: 0.0311819 | Time: 1969.98 ms [2021-11-01 09:45:07 main:581] : INFO : Epoch 1664 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 1951.95 ms [2021-11-01 09:45:09 main:581] : INFO : Epoch 1665 | loss: 0.0311711 | val_loss: 0.0311837 | Time: 1954.71 ms [2021-11-01 09:45:11 main:581] : INFO : Epoch 1666 | loss: 0.0311712 | val_loss: 0.0311836 | Time: 1969.41 ms [2021-11-01 09:45:13 main:581] : INFO : Epoch 1667 | loss: 0.031167 | val_loss: 0.0311808 | Time: 1929.31 ms [2021-11-01 09:45:14 main:581] : INFO : Epoch 1668 | loss: 0.031166 | val_loss: 0.0311821 | Time: 1952.62 ms [2021-11-01 09:45:16 main:581] : INFO : Epoch 1669 | loss: 0.0311658 | val_loss: 0.0311826 | Time: 1895.45 ms [2021-11-01 09:45:18 main:581] : INFO : Epoch 1670 | loss: 0.0311673 | val_loss: 0.031186 | Time: 1959.52 ms [2021-11-01 09:45:20 main:581] : INFO : Epoch 1671 | loss: 0.0311667 | val_loss: 0.0311803 | Time: 1880.4 ms [2021-11-01 09:45:22 main:581] : INFO : Epoch 1672 | loss: 0.0311665 | val_loss: 0.0311831 | Time: 1904.04 ms [2021-11-01 09:45:24 main:581] : INFO : Epoch 1673 | loss: 0.0311688 | val_loss: 0.0311795 | Time: 1852.44 ms [2021-11-01 09:45:26 main:581] : INFO : Epoch 1674 | loss: 0.0311672 | val_loss: 0.0311813 | Time: 1917.99 ms [2021-11-01 09:45:28 main:581] : INFO : Epoch 1675 | loss: 0.0311663 | val_loss: 0.0311798 | Time: 1946.64 ms [2021-11-01 09:45:30 main:581] : INFO : Epoch 1676 | loss: 0.0311648 | val_loss: 0.0311808 | Time: 1893.73 ms [2021-11-01 09:45:32 main:581] : INFO : Epoch 1677 | loss: 0.0311646 | val_loss: 0.0311793 | Time: 1854.57 ms [2021-11-01 09:45:34 main:581] : INFO : Epoch 1678 | loss: 0.0311641 | val_loss: 0.0311826 | Time: 1941.45 ms [2021-11-01 09:45:35 main:581] : INFO : Epoch 1679 | loss: 0.0311657 | val_loss: 0.0311804 | Time: 1944.32 ms [2021-11-01 09:45:37 main:581] : INFO : Epoch 1680 | loss: 0.0311646 | val_loss: 0.0311811 | Time: 1933.41 ms [2021-11-01 09:45:39 main:581] : INFO : Epoch 1681 | loss: 0.0311652 | val_loss: 0.0311834 | Time: 1930.29 ms [2021-11-01 09:45:41 main:581] : INFO : Epoch 1682 | loss: 0.0311646 | val_loss: 0.0311876 | Time: 1938.97 ms [2021-11-01 09:45:43 main:581] : INFO : Epoch 1683 | loss: 0.0311659 | val_loss: 0.0311816 | Time: 1934.8 ms [2021-11-01 09:45:45 main:581] : INFO : Epoch 1684 | loss: 0.0311648 | val_loss: 0.0311821 | Time: 1947.7 ms [2021-11-01 09:45:47 main:581] : INFO : Epoch 1685 | loss: 0.0311667 | val_loss: 0.0311817 | Time: 1928.33 ms [2021-11-01 09:45:49 main:581] : INFO : Epoch 1686 | loss: 0.0311714 | val_loss: 0.0311807 | Time: 1925.34 ms [2021-11-01 09:45:51 main:581] : INFO : Epoch 1687 | loss: 0.0311728 | val_loss: 0.0311824 | Time: 1927.09 ms [2021-11-01 09:45:53 main:581] : INFO : Epoch 1688 | loss: 0.0311729 | val_loss: 0.0311823 | Time: 1937.91 ms [2021-11-01 09:45:55 main:581] : INFO : Epoch 1689 | loss: 0.0311844 | val_loss: 0.0311949 | Time: 1934.96 ms [2021-11-01 09:45:57 main:581] : INFO : Epoch 1690 | loss: 0.031187 | val_loss: 0.0311861 | Time: 1948.13 ms [2021-11-01 09:45:59 main:581] : INFO : Epoch 1691 | loss: 0.0311874 | val_loss: 0.0311864 | Time: 1952.11 ms [2021-11-01 09:46:01 main:581] : INFO : Epoch 1692 | loss: 0.031189 | val_loss: 0.031187 | Time: 1927 ms [2021-11-01 09:46:03 main:581] : INFO : Epoch 1693 | loss: 0.0311872 | val_loss: 0.0311866 | Time: 1933.64 ms [2021-11-01 09:46:05 main:581] : INFO : Epoch 1694 | loss: 0.0311863 | val_loss: 0.031184 | Time: 1943.78 ms [2021-11-01 09:46:06 main:581] : INFO : Epoch 1695 | loss: 0.031187 | val_loss: 0.0311876 | Time: 1936.6 ms [2021-11-01 09:46:08 main:581] : INFO : Epoch 1696 | loss: 0.0311873 | val_loss: 0.0311878 | Time: 1970.98 ms [2021-11-01 09:46:10 main:581] : INFO : Epoch 1697 | loss: 0.0311843 | val_loss: 0.0311858 | Time: 1930.61 ms [2021-11-01 09:46:12 main:581] : INFO : Epoch 1698 | loss: 0.031185 | val_loss: 0.0311867 | Time: 1932.14 ms [2021-11-01 09:46:14 main:581] : INFO : Epoch 1699 | loss: 0.0311829 | val_loss: 0.0311853 | Time: 1925.21 ms [2021-11-01 09:46:16 main:581] : INFO : Epoch 1700 | loss: 0.0311826 | val_loss: 0.0311882 | Time: 1931.72 ms [2021-11-01 09:46:18 main:581] : INFO : Epoch 1701 | loss: 0.0311853 | val_loss: 0.0311894 | Time: 1930.48 ms [2021-11-01 09:46:20 main:581] : INFO : Epoch 1702 | loss: 0.0311865 | val_loss: 0.0311877 | Time: 1877.27 ms [2021-11-01 09:46:22 main:581] : INFO : Epoch 1703 | loss: 0.0311821 | val_loss: 0.0311845 | Time: 1861.05 ms [2021-11-01 09:46:24 main:581] : INFO : Epoch 1704 | loss: 0.0311798 | val_loss: 0.0311859 | Time: 1862.8 ms [2021-11-01 09:46:26 main:581] : INFO : Epoch 1705 | loss: 0.03118 | val_loss: 0.031189 | Time: 1855.52 ms [2021-11-01 09:46:27 main:581] : INFO : Epoch 1706 | loss: 0.0311821 | val_loss: 0.0311839 | Time: 1871.74 ms [2021-11-01 09:46:29 main:581] : INFO : Epoch 1707 | loss: 0.0311804 | val_loss: 0.0311845 | Time: 1864.53 ms [2021-11-01 09:46:31 main:581] : INFO : Epoch 1708 | loss: 0.0311796 | val_loss: 0.0311841 | Time: 1888.27 ms [2021-11-01 09:46:33 main:581] : INFO : Epoch 1709 | loss: 0.0311809 | val_loss: 0.0311883 | Time: 1917.12 ms [2021-11-01 09:46:35 main:581] : INFO : Epoch 1710 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 1954.58 ms [2021-11-01 09:46:37 main:581] : INFO : Epoch 1711 | loss: 0.0311789 | val_loss: 0.0311844 | Time: 1928.68 ms [2021-11-01 09:46:39 main:581] : INFO : Epoch 1712 | loss: 0.031179 | val_loss: 0.0311869 | Time: 1918.06 ms [2021-11-01 09:46:41 main:581] : INFO : Epoch 1713 | loss: 0.0311791 | val_loss: 0.0311853 | Time: 1897.92 ms [2021-11-01 09:46:43 main:581] : INFO : Epoch 1714 | loss: 0.0311775 | val_loss: 0.0311853 | Time: 1923.27 ms [2021-11-01 09:46:45 main:581] : INFO : Epoch 1715 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 1886.86 ms [2021-11-01 09:46:46 main:581] : INFO : Epoch 1716 | loss: 0.0311775 | val_loss: 0.0311857 | Time: 1853.37 ms [2021-11-01 09:46:48 main:581] : INFO : Epoch 1717 | loss: 0.031179 | val_loss: 0.0311861 | Time: 1852.37 ms [2021-11-01 09:46:50 main:581] : INFO : Epoch 1718 | loss: 0.0311783 | val_loss: 0.0311835 | Time: 1856.59 ms [2021-11-01 09:46:52 main:581] : INFO : Epoch 1719 | loss: 0.0311774 | val_loss: 0.0311843 | Time: 1859.25 ms [2021-11-01 09:46:54 main:581] : INFO : Epoch 1720 | loss: 0.0311779 | val_loss: 0.0311845 | Time: 1888.38 ms [2021-11-01 09:46:56 main:581] : INFO : Epoch 1721 | loss: 0.0311766 | val_loss: 0.0311836 | Time: 1890.9 ms [2021-11-01 09:46:58 main:581] : INFO : Epoch 1722 | loss: 0.0311761 | val_loss: 0.0311833 | Time: 1860.61 ms [2021-11-01 09:47:00 main:581] : INFO : Epoch 1723 | loss: 0.0311755 | val_loss: 0.0311839 | Time: 1917.8 ms [2021-11-01 09:47:01 main:581] : INFO : Epoch 1724 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 1919.5 ms [2021-11-01 09:47:03 main:581] : INFO : Epoch 1725 | loss: 0.0311756 | val_loss: 0.0311828 | Time: 1917.29 ms [2021-11-01 09:47:05 main:581] : INFO : Epoch 1726 | loss: 0.0311753 | val_loss: 0.0311871 | Time: 1916.65 ms [2021-11-01 09:47:07 main:581] : INFO : Epoch 1727 | loss: 0.0311773 | val_loss: 0.0311832 | Time: 1923.14 ms [2021-11-01 09:47:09 main:581] : INFO : Epoch 1728 | loss: 0.031176 | val_loss: 0.031183 | Time: 1894.59 ms [2021-11-01 09:47:11 main:581] : INFO : Epoch 1729 | loss: 0.0311772 | val_loss: 0.031182 | Time: 1923.51 ms [2021-11-01 09:47:13 main:581] : INFO : Epoch 1730 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 1866.55 ms [2021-11-01 09:47:15 main:581] : INFO : Epoch 1731 | loss: 0.0311775 | val_loss: 0.0311822 | Time: 1858.82 ms [2021-11-01 09:47:17 main:581] : INFO : Epoch 1732 | loss: 0.0311764 | val_loss: 0.0311856 | Time: 1855.53 ms [2021-11-01 09:47:19 main:581] : INFO : Epoch 1733 | loss: 0.0311774 | val_loss: 0.031181 | Time: 1859.86 ms [2021-11-01 09:47:20 main:581] : INFO : Epoch 1734 | loss: 0.0311772 | val_loss: 0.0311814 | Time: 1882.07 ms [2021-11-01 09:47:22 main:581] : INFO : Epoch 1735 | loss: 0.031176 | val_loss: 0.0311828 | Time: 1882.98 ms [2021-11-01 09:47:24 main:581] : INFO : Epoch 1736 | loss: 0.0311758 | val_loss: 0.0311814 | Time: 1927.48 ms [2021-11-01 09:47:26 main:581] : INFO : Epoch 1737 | loss: 0.0311757 | val_loss: 0.0311826 | Time: 1930.72 ms [2021-11-01 09:47:28 main:581] : INFO : Epoch 1738 | loss: 0.0311759 | val_loss: 0.0311848 | Time: 1934.98 ms [2021-11-01 09:47:30 main:581] : INFO : Epoch 1739 | loss: 0.031176 | val_loss: 0.0311838 | Time: 1943.32 ms [2021-11-01 09:47:32 main:581] : INFO : Epoch 1740 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 1955.09 ms [2021-11-01 09:47:34 main:581] : INFO : Epoch 1741 | loss: 0.0311741 | val_loss: 0.031182 | Time: 1944.8 ms [2021-11-01 09:47:36 main:581] : INFO : Epoch 1742 | loss: 0.0311745 | val_loss: 0.0311818 | Time: 1930.2 ms [2021-11-01 09:47:38 main:581] : INFO : Epoch 1743 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 1930.18 ms [2021-11-01 09:47:40 main:581] : INFO : Epoch 1744 | loss: 0.0311735 | val_loss: 0.0311831 | Time: 1930.44 ms [2021-11-01 09:47:42 main:581] : INFO : Epoch 1745 | loss: 0.0311755 | val_loss: 0.031184 | Time: 1927.97 ms [2021-11-01 09:47:44 main:581] : INFO : Epoch 1746 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 1928.97 ms [2021-11-01 09:47:46 main:581] : INFO : Epoch 1747 | loss: 0.031176 | val_loss: 0.0311888 | Time: 1965.46 ms [2021-11-01 09:47:48 main:581] : INFO : Epoch 1748 | loss: 0.0311736 | val_loss: 0.0311817 | Time: 1974.22 ms [2021-11-01 09:47:49 main:581] : INFO : Epoch 1749 | loss: 0.0311733 | val_loss: 0.0311829 | Time: 1975.34 ms [2021-11-01 09:47:51 main:581] : INFO : Epoch 1750 | loss: 0.031173 | val_loss: 0.031186 | Time: 1971.84 ms [2021-11-01 09:47:53 main:581] : INFO : Epoch 1751 | loss: 0.0311743 | val_loss: 0.0311872 | Time: 1970.58 ms [2021-11-01 09:47:55 main:581] : INFO : Epoch 1752 | loss: 0.0311771 | val_loss: 0.0311861 | Time: 1931.7 ms [2021-11-01 09:47:57 main:581] : INFO : Epoch 1753 | loss: 0.0311804 | val_loss: 0.031193 | Time: 1959.04 ms [2021-11-01 09:47:59 main:581] : INFO : Epoch 1754 | loss: 0.0311792 | val_loss: 0.0311831 | Time: 1924.23 ms [2021-11-01 09:48:01 main:581] : INFO : Epoch 1755 | loss: 0.0311772 | val_loss: 0.0311816 | Time: 1936.76 ms [2021-11-01 09:48:03 main:581] : INFO : Epoch 1756 | loss: 0.0311764 | val_loss: 0.0311824 | Time: 1933.05 ms [2021-11-01 09:48:05 main:581] : INFO : Epoch 1757 | loss: 0.0311763 | val_loss: 0.0311849 | Time: 1929.61 ms [2021-11-01 09:48:07 main:581] : INFO : Epoch 1758 | loss: 0.0311759 | val_loss: 0.0311914 | Time: 1926.16 ms [2021-11-01 09:48:09 main:581] : INFO : Epoch 1759 | loss: 0.0311783 | val_loss: 0.0311859 | Time: 1926.62 ms [2021-11-01 09:48:11 main:581] : INFO : Epoch 1760 | loss: 0.0311783 | val_loss: 0.0311839 | Time: 1929.83 ms [2021-11-01 09:48:13 main:581] : INFO : Epoch 1761 | loss: 0.0311799 | val_loss: 0.0311858 | Time: 1925.83 ms [2021-11-01 09:48:15 main:581] : INFO : Epoch 1762 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 1921.96 ms [2021-11-01 09:48:17 main:581] : INFO : Epoch 1763 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 1921.28 ms [2021-11-01 09:48:19 main:581] : INFO : Epoch 1764 | loss: 0.031176 | val_loss: 0.0311833 | Time: 1929.56 ms [2021-11-01 09:48:20 main:581] : INFO : Epoch 1765 | loss: 0.031184 | val_loss: 0.0311878 | Time: 1922.89 ms [2021-11-01 09:48:22 main:581] : INFO : Epoch 1766 | loss: 0.0311803 | val_loss: 0.0311902 | Time: 1927.68 ms [2021-11-01 09:48:24 main:581] : INFO : Epoch 1767 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 1936.62 ms [2021-11-01 09:48:26 main:581] : INFO : Epoch 1768 | loss: 0.0311734 | val_loss: 0.0311851 | Time: 1923.85 ms [2021-11-01 09:48:28 main:581] : INFO : Epoch 1769 | loss: 0.0311739 | val_loss: 0.0311842 | Time: 1968.39 ms [2021-11-01 09:48:30 main:581] : INFO : Epoch 1770 | loss: 0.031174 | val_loss: 0.0311846 | Time: 1951.58 ms [2021-11-01 09:48:32 main:581] : INFO : Epoch 1771 | loss: 0.0311728 | val_loss: 0.0311843 | Time: 1925.09 ms [2021-11-01 09:48:34 main:581] : INFO : Epoch 1772 | loss: 0.0311734 | val_loss: 0.0311855 | Time: 1926.64 ms [2021-11-01 09:48:36 main:581] : INFO : Epoch 1773 | loss: 0.0311753 | val_loss: 0.0311837 | Time: 1925.45 ms [2021-11-01 09:48:38 main:581] : INFO : Epoch 1774 | loss: 0.0311769 | val_loss: 0.0311838 | Time: 1925.59 ms [2021-11-01 09:48:40 main:581] : INFO : Epoch 1775 | loss: 0.0311758 | val_loss: 0.0311847 | Time: 1927.6 ms [2021-11-01 09:48:42 main:581] : INFO : Epoch 1776 | loss: 0.0311774 | val_loss: 0.0311846 | Time: 1925.59 ms [2021-11-01 09:48:44 main:581] : INFO : Epoch 1777 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 1927.23 ms [2021-11-01 09:48:46 main:581] : INFO : Epoch 1778 | loss: 0.0311786 | val_loss: 0.0311867 | Time: 1938.74 ms [2021-11-01 09:48:48 main:581] : INFO : Epoch 1779 | loss: 0.0311782 | val_loss: 0.0311863 | Time: 1938.39 ms [2021-11-01 09:48:49 main:581] : INFO : Epoch 1780 | loss: 0.031177 | val_loss: 0.0311868 | Time: 1930.66 ms [2021-11-01 09:48:51 main:581] : INFO : Epoch 1781 | loss: 0.0311746 | val_loss: 0.0311828 | Time: 1940.97 ms [2021-11-01 09:48:53 main:581] : INFO : Epoch 1782 | loss: 0.0311765 | val_loss: 0.0311835 | Time: 1965.36 ms [2021-11-01 09:48:55 main:581] : INFO : Epoch 1783 | loss: 0.0311763 | val_loss: 0.0311833 | Time: 1966.84 ms [2021-11-01 09:48:57 main:581] : INFO : Epoch 1784 | loss: 0.0311754 | val_loss: 0.0311806 | Time: 1961.17 ms [2021-11-01 09:48:59 main:581] : INFO : Epoch 1785 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 1951.43 ms [2021-11-01 09:49:01 main:581] : INFO : Epoch 1786 | loss: 0.0311738 | val_loss: 0.0311874 | Time: 1937.27 ms [2021-11-01 09:49:03 main:581] : INFO : Epoch 1787 | loss: 0.0311751 | val_loss: 0.0311831 | Time: 1958.82 ms [2021-11-01 09:49:05 main:581] : INFO : Epoch 1788 | loss: 0.0311761 | val_loss: 0.031182 | Time: 1939.49 ms [2021-11-01 09:49:07 main:581] : INFO : Epoch 1789 | loss: 0.0311737 | val_loss: 0.0311832 | Time: 1926.38 ms [2021-11-01 09:49:09 main:581] : INFO : Epoch 1790 | loss: 0.0311742 | val_loss: 0.0311828 | Time: 1952.29 ms [2021-11-01 09:49:11 main:581] : INFO : Epoch 1791 | loss: 0.0311734 | val_loss: 0.0311827 | Time: 1968.33 ms [2021-11-01 09:49:13 main:581] : INFO : Epoch 1792 | loss: 0.0311729 | val_loss: 0.0311831 | Time: 1961.07 ms [2021-11-01 09:49:15 main:581] : INFO : Epoch 1793 | loss: 0.0311739 | val_loss: 0.0311877 | Time: 1955.74 ms [2021-11-01 09:49:17 main:581] : INFO : Epoch 1794 | loss: 0.0311731 | val_loss: 0.0311832 | Time: 1948.97 ms [2021-11-01 09:49:19 main:581] : INFO : Epoch 1795 | loss: 0.0311728 | val_loss: 0.0311828 | Time: 1864.78 ms [2021-11-01 09:49:21 main:581] : INFO : Epoch 1796 | loss: 0.0311719 | val_loss: 0.0311837 | Time: 1920.48 ms [2021-11-01 09:49:22 main:581] : INFO : Epoch 1797 | loss: 0.0311742 | val_loss: 0.0311841 | Time: 1910.75 ms [2021-11-01 09:49:24 main:581] : INFO : Epoch 1798 | loss: 0.0311733 | val_loss: 0.0311845 | Time: 1942.68 ms [2021-11-01 09:49:26 main:581] : INFO : Epoch 1799 | loss: 0.0311753 | val_loss: 0.031185 | Time: 1930.42 ms [2021-11-01 09:49:28 main:581] : INFO : Epoch 1800 | loss: 0.031176 | val_loss: 0.031185 | Time: 1923.94 ms [2021-11-01 09:49:30 main:581] : INFO : Epoch 1801 | loss: 0.0311737 | val_loss: 0.0311843 | Time: 1886.25 ms [2021-11-01 09:49:32 main:581] : INFO : Epoch 1802 | loss: 0.0311742 | val_loss: 0.0311858 | Time: 1959.69 ms [2021-11-01 09:49:34 main:581] : INFO : Epoch 1803 | loss: 0.0311741 | val_loss: 0.0311853 | Time: 1952.06 ms [2021-11-01 09:49:36 main:581] : INFO : Epoch 1804 | loss: 0.0311729 | val_loss: 0.031185 | Time: 1947.9 ms [2021-11-01 09:49:38 main:581] : INFO : Epoch 1805 | loss: 0.0311724 | val_loss: 0.0311848 | Time: 1913.84 ms [2021-11-01 09:49:40 main:581] : INFO : Epoch 1806 | loss: 0.0311722 | val_loss: 0.0311843 | Time: 1855.85 ms [2021-11-01 09:49:42 main:581] : INFO : Epoch 1807 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 1851.41 ms [2021-11-01 09:49:44 main:581] : INFO : Epoch 1808 | loss: 0.0311824 | val_loss: 0.0311865 | Time: 1910.93 ms [2021-11-01 09:49:45 main:581] : INFO : Epoch 1809 | loss: 0.0311819 | val_loss: 0.0311871 | Time: 1849.98 ms [2021-11-01 09:49:47 main:581] : INFO : Epoch 1810 | loss: 0.0311836 | val_loss: 0.0311847 | Time: 1855.48 ms [2021-11-01 09:49:49 main:581] : INFO : Epoch 1811 | loss: 0.0311833 | val_loss: 0.0311834 | Time: 1855.98 ms [2021-11-01 09:49:51 main:581] : INFO : Epoch 1812 | loss: 0.0311827 | val_loss: 0.0311828 | Time: 1860.68 ms [2021-11-01 09:49:53 main:581] : INFO : Epoch 1813 | loss: 0.0311802 | val_loss: 0.0311848 | Time: 1892.97 ms [2021-11-01 09:49:55 main:581] : INFO : Epoch 1814 | loss: 0.0311793 | val_loss: 0.0311848 | Time: 1888.71 ms [2021-11-01 09:49:57 main:581] : INFO : Epoch 1815 | loss: 0.0311785 | val_loss: 0.0311844 | Time: 1932.72 ms [2021-11-01 09:49:59 main:581] : INFO : Epoch 1816 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 1919.95 ms [2021-11-01 09:50:01 main:581] : INFO : Epoch 1817 | loss: 0.0311796 | val_loss: 0.0311833 | Time: 1921.6 ms [2021-11-01 09:50:02 main:581] : INFO : Epoch 1818 | loss: 0.0311812 | val_loss: 0.031183 | Time: 1939.91 ms [2021-11-01 09:50:04 main:581] : INFO : Epoch 1819 | loss: 0.0311804 | val_loss: 0.0311817 | Time: 1883.64 ms [2021-11-01 09:50:06 main:581] : INFO : Epoch 1820 | loss: 0.031179 | val_loss: 0.0311805 | Time: 1857.89 ms [2021-11-01 09:50:08 main:581] : INFO : Epoch 1821 | loss: 0.0311793 | val_loss: 0.0311811 | Time: 1850.93 ms [2021-11-01 09:50:10 main:581] : INFO : Epoch 1822 | loss: 0.0311792 | val_loss: 0.031186 | Time: 1852.1 ms [2021-11-01 09:50:12 main:581] : INFO : Epoch 1823 | loss: 0.0311816 | val_loss: 0.0311834 | Time: 1939.98 ms [2021-11-01 09:50:14 main:581] : INFO : Epoch 1824 | loss: 0.0311794 | val_loss: 0.0311822 | Time: 1957.44 ms [2021-11-01 09:50:16 main:581] : INFO : Epoch 1825 | loss: 0.03118 | val_loss: 0.0311833 | Time: 1971.66 ms [2021-11-01 09:50:18 main:581] : INFO : Epoch 1826 | loss: 0.0311794 | val_loss: 0.031182 | Time: 1926.49 ms [2021-11-01 09:50:20 main:581] : INFO : Epoch 1827 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 1923.66 ms [2021-11-01 09:50:22 main:581] : INFO : Epoch 1828 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 1920.42 ms [2021-11-01 09:50:23 main:581] : INFO : Epoch 1829 | loss: 0.0311753 | val_loss: 0.0311829 | Time: 1929.51 ms [2021-11-01 09:50:25 main:581] : INFO : Epoch 1830 | loss: 0.0311812 | val_loss: 0.0311802 | Time: 1929.3 ms [2021-11-01 09:50:27 main:581] : INFO : Epoch 1831 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 1921.91 ms [2021-11-01 09:50:29 main:581] : INFO : Epoch 1832 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 1924.83 ms [2021-11-01 09:50:31 main:581] : INFO : Epoch 1833 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 1928.98 ms [2021-11-01 09:50:33 main:581] : INFO : Epoch 1834 | loss: 0.0311761 | val_loss: 0.0311809 | Time: 1930.64 ms [2021-11-01 09:50:35 main:581] : INFO : Epoch 1835 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 1944.46 ms [2021-11-01 09:50:37 main:581] : INFO : Epoch 1836 | loss: 0.0311759 | val_loss: 0.0311798 | Time: 1865.05 ms [2021-11-01 09:50:39 main:581] : INFO : Epoch 1837 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 1855.01 ms [2021-11-01 09:50:41 main:581] : INFO : Epoch 1838 | loss: 0.0311809 | val_loss: 0.0311897 | Time: 1894.56 ms [2021-11-01 09:50:43 main:581] : INFO : Epoch 1839 | loss: 0.03118 | val_loss: 0.0311853 | Time: 1858.75 ms [2021-11-01 09:50:44 main:581] : INFO : Epoch 1840 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 1862.44 ms [2021-11-01 09:50:46 main:581] : INFO : Epoch 1841 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 1857.1 ms [2021-11-01 09:50:48 main:581] : INFO : Epoch 1842 | loss: 0.0311762 | val_loss: 0.0311844 | Time: 1895.14 ms [2021-11-01 09:50:50 main:581] : INFO : Epoch 1843 | loss: 0.0311756 | val_loss: 0.0311803 | Time: 1899.75 ms [2021-11-01 09:50:52 main:581] : INFO : Epoch 1844 | loss: 0.0311753 | val_loss: 0.0311789 | Time: 1855 ms [2021-11-01 09:50:54 main:581] : INFO : Epoch 1845 | loss: 0.0311734 | val_loss: 0.0311801 | Time: 1909.63 ms [2021-11-01 09:50:56 main:581] : INFO : Epoch 1846 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 1873.22 ms [2021-11-01 09:50:58 main:581] : INFO : Epoch 1847 | loss: 0.0311735 | val_loss: 0.0311783 | Time: 1936.23 ms [2021-11-01 09:51:00 main:581] : INFO : Epoch 1848 | loss: 0.0311753 | val_loss: 0.0311846 | Time: 1925.1 ms [2021-11-01 09:51:01 main:581] : INFO : Epoch 1849 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 1921.55 ms [2021-11-01 09:51:03 main:581] : INFO : Epoch 1850 | loss: 0.0311766 | val_loss: 0.0311807 | Time: 1918.15 ms [2021-11-01 09:51:05 main:581] : INFO : Epoch 1851 | loss: 0.0311748 | val_loss: 0.0311798 | Time: 1917.32 ms [2021-11-01 09:51:07 main:581] : INFO : Epoch 1852 | loss: 0.0311733 | val_loss: 0.0311796 | Time: 1942.84 ms [2021-11-01 09:51:09 main:581] : INFO : Epoch 1853 | loss: 0.031173 | val_loss: 0.0311815 | Time: 1921.67 ms [2021-11-01 09:51:11 main:581] : INFO : Epoch 1854 | loss: 0.031177 | val_loss: 0.0311813 | Time: 1930.12 ms [2021-11-01 09:51:13 main:581] : INFO : Epoch 1855 | loss: 0.0311764 | val_loss: 0.0311802 | Time: 1929.71 ms [2021-11-01 09:51:15 main:581] : INFO : Epoch 1856 | loss: 0.0311758 | val_loss: 0.031179 | Time: 1925.82 ms [2021-11-01 09:51:17 main:581] : INFO : Epoch 1857 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 1926.45 ms [2021-11-01 09:51:19 main:581] : INFO : Epoch 1858 | loss: 0.0311749 | val_loss: 0.0311837 | Time: 1926.05 ms [2021-11-01 09:51:21 main:581] : INFO : Epoch 1859 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 1923.12 ms [2021-11-01 09:51:23 main:581] : INFO : Epoch 1860 | loss: 0.0311745 | val_loss: 0.0311788 | Time: 1923.42 ms [2021-11-01 09:51:25 main:581] : INFO : Epoch 1861 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 1926.06 ms [2021-11-01 09:51:27 main:581] : INFO : Epoch 1862 | loss: 0.0311752 | val_loss: 0.0311801 | Time: 1925.67 ms [2021-11-01 09:51:28 main:581] : INFO : Epoch 1863 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 1927.55 ms [2021-11-01 09:51:30 main:581] : INFO : Epoch 1864 | loss: 0.0311752 | val_loss: 0.0311797 | Time: 1928.49 ms [2021-11-01 09:51:32 main:581] : INFO : Epoch 1865 | loss: 0.0311734 | val_loss: 0.0311806 | Time: 1930.82 ms [2021-11-01 09:51:34 main:581] : INFO : Epoch 1866 | loss: 0.0311735 | val_loss: 0.0311829 | Time: 1938.42 ms [2021-11-01 09:51:36 main:581] : INFO : Epoch 1867 | loss: 0.0311825 | val_loss: 0.0311816 | Time: 1925.91 ms [2021-11-01 09:51:38 main:581] : INFO : Epoch 1868 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 1921.13 ms [2021-11-01 09:51:40 main:581] : INFO : Epoch 1869 | loss: 0.0311788 | val_loss: 0.0311821 | Time: 1921.29 ms [2021-11-01 09:51:42 main:581] : INFO : Epoch 1870 | loss: 0.0311796 | val_loss: 0.0311854 | Time: 1931.27 ms [2021-11-01 09:51:44 main:581] : INFO : Epoch 1871 | loss: 0.0311806 | val_loss: 0.0311816 | Time: 1927.82 ms [2021-11-01 09:51:46 main:581] : INFO : Epoch 1872 | loss: 0.0311788 | val_loss: 0.0311806 | Time: 1919.95 ms [2021-11-01 09:51:48 main:581] : INFO : Epoch 1873 | loss: 0.0311768 | val_loss: 0.0311833 | Time: 1919.48 ms [2021-11-01 09:51:50 main:581] : INFO : Epoch 1874 | loss: 0.0311765 | val_loss: 0.0311855 | Time: 1918.13 ms [2021-11-01 09:51:52 main:581] : INFO : Epoch 1875 | loss: 0.0311801 | val_loss: 0.0311884 | Time: 1915.84 ms [2021-11-01 09:51:53 main:581] : INFO : Epoch 1876 | loss: 0.0311772 | val_loss: 0.0311874 | Time: 1924.67 ms [2021-11-01 09:51:55 main:581] : INFO : Epoch 1877 | loss: 0.0311758 | val_loss: 0.0311805 | Time: 1943.86 ms [2021-11-01 09:51:57 main:581] : INFO : Epoch 1878 | loss: 0.0311744 | val_loss: 0.0311801 | Time: 1938.19 ms [2021-11-01 09:51:59 main:581] : INFO : Epoch 1879 | loss: 0.0311776 | val_loss: 0.0311842 | Time: 1930.7 ms [2021-11-01 09:52:01 main:581] : INFO : Epoch 1880 | loss: 0.0311775 | val_loss: 0.0311898 | Time: 1930.45 ms [2021-11-01 09:52:03 main:581] : INFO : Epoch 1881 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 1932.5 ms [2021-11-01 09:52:05 main:581] : INFO : Epoch 1882 | loss: 0.0311742 | val_loss: 0.0311811 | Time: 1943.18 ms [2021-11-01 09:52:07 main:581] : INFO : Epoch 1883 | loss: 0.0311741 | val_loss: 0.0311803 | Time: 1945.59 ms [2021-11-01 09:52:09 main:581] : INFO : Epoch 1884 | loss: 0.0311724 | val_loss: 0.03118 | Time: 1934.39 ms [2021-11-01 09:52:11 main:581] : INFO : Epoch 1885 | loss: 0.0311731 | val_loss: 0.0311789 | Time: 1940.34 ms [2021-11-01 09:52:13 main:581] : INFO : Epoch 1886 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 1907.96 ms [2021-11-01 09:52:15 main:581] : INFO : Epoch 1887 | loss: 0.0311778 | val_loss: 0.0311861 | Time: 1913.79 ms [2021-11-01 09:52:17 main:581] : INFO : Epoch 1888 | loss: 0.0311823 | val_loss: 0.0311855 | Time: 1921.56 ms [2021-11-01 09:52:19 main:581] : INFO : Epoch 1889 | loss: 0.0311801 | val_loss: 0.0311835 | Time: 1934.85 ms [2021-11-01 09:52:21 main:581] : INFO : Epoch 1890 | loss: 0.0311777 | val_loss: 0.0311803 | Time: 1935.29 ms [2021-11-01 09:52:22 main:581] : INFO : Epoch 1891 | loss: 0.0311769 | val_loss: 0.0311832 | Time: 1939.11 ms [2021-11-01 09:52:24 main:581] : INFO : Epoch 1892 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 1923.32 ms [2021-11-01 09:52:26 main:581] : INFO : Epoch 1893 | loss: 0.0311779 | val_loss: 0.031179 | Time: 1937.43 ms [2021-11-01 09:52:28 main:581] : INFO : Epoch 1894 | loss: 0.031175 | val_loss: 0.0311791 | Time: 1932.14 ms [2021-11-01 09:52:30 main:581] : INFO : Epoch 1895 | loss: 0.031179 | val_loss: 0.031181 | Time: 1907.46 ms [2021-11-01 09:52:32 main:581] : INFO : Epoch 1896 | loss: 0.031175 | val_loss: 0.0311798 | Time: 1933.47 ms [2021-11-01 09:52:34 main:581] : INFO : Epoch 1897 | loss: 0.0311738 | val_loss: 0.0311788 | Time: 1925.71 ms [2021-11-01 09:52:36 main:581] : INFO : Epoch 1898 | loss: 0.0311732 | val_loss: 0.0311824 | Time: 1935.94 ms [2021-11-01 09:52:38 main:581] : INFO : Epoch 1899 | loss: 0.0311739 | val_loss: 0.0311817 | Time: 1921.83 ms [2021-11-01 09:52:40 main:581] : INFO : Epoch 1900 | loss: 0.0311719 | val_loss: 0.0311812 | Time: 1933.55 ms [2021-11-01 09:52:42 main:581] : INFO : Epoch 1901 | loss: 0.0311727 | val_loss: 0.0311911 | Time: 1946.64 ms [2021-11-01 09:52:44 main:581] : INFO : Epoch 1902 | loss: 0.031176 | val_loss: 0.0311807 | Time: 1947.76 ms [2021-11-01 09:52:46 main:581] : INFO : Epoch 1903 | loss: 0.0311718 | val_loss: 0.0311801 | Time: 1934.96 ms [2021-11-01 09:52:48 main:581] : INFO : Epoch 1904 | loss: 0.0311715 | val_loss: 0.0311906 | Time: 1935.88 ms [2021-11-01 09:52:50 main:581] : INFO : Epoch 1905 | loss: 0.0311789 | val_loss: 0.031182 | Time: 1942.63 ms [2021-11-01 09:52:51 main:581] : INFO : Epoch 1906 | loss: 0.0311721 | val_loss: 0.0311817 | Time: 1937.22 ms [2021-11-01 09:52:53 main:581] : INFO : Epoch 1907 | loss: 0.0311714 | val_loss: 0.0311812 | Time: 1938.31 ms [2021-11-01 09:52:55 main:581] : INFO : Epoch 1908 | loss: 0.0311718 | val_loss: 0.031182 | Time: 1946.28 ms [2021-11-01 09:52:57 main:581] : INFO : Epoch 1909 | loss: 0.0311696 | val_loss: 0.0311879 | Time: 1952.16 ms [2021-11-01 09:52:59 main:581] : INFO : Epoch 1910 | loss: 0.0311743 | val_loss: 0.0311809 | Time: 1932.82 ms [2021-11-01 09:53:01 main:581] : INFO : Epoch 1911 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 1943.59 ms [2021-11-01 09:53:03 main:581] : INFO : Epoch 1912 | loss: 0.0311698 | val_loss: 0.0311848 | Time: 1942.99 ms [2021-11-01 09:53:05 main:581] : INFO : Epoch 1913 | loss: 0.0311691 | val_loss: 0.0311807 | Time: 1941.91 ms [2021-11-01 09:53:07 main:581] : INFO : Epoch 1914 | loss: 0.0311693 | val_loss: 0.0311821 | Time: 1958.58 ms [2021-11-01 09:53:09 main:581] : INFO : Epoch 1915 | loss: 0.0311716 | val_loss: 0.0311833 | Time: 1904.08 ms [2021-11-01 09:53:11 main:581] : INFO : Epoch 1916 | loss: 0.0311718 | val_loss: 0.0311813 | Time: 1915 ms [2021-11-01 09:53:13 main:581] : INFO : Epoch 1917 | loss: 0.0311697 | val_loss: 0.0311799 | Time: 1933.78 ms [2021-11-01 09:53:15 main:581] : INFO : Epoch 1918 | loss: 0.0311695 | val_loss: 0.0311802 | Time: 1932.95 ms [2021-11-01 09:53:17 main:581] : INFO : Epoch 1919 | loss: 0.0311705 | val_loss: 0.03118 | Time: 1940.6 ms [2021-11-01 09:53:19 main:581] : INFO : Epoch 1920 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 1934.99 ms [2021-11-01 09:53:21 main:581] : INFO : Epoch 1921 | loss: 0.0311713 | val_loss: 0.0311788 | Time: 1935.9 ms [2021-11-01 09:53:22 main:581] : INFO : Epoch 1922 | loss: 0.0311707 | val_loss: 0.0311808 | Time: 1944.89 ms [2021-11-01 09:53:24 main:581] : INFO : Epoch 1923 | loss: 0.0311703 | val_loss: 0.0311804 | Time: 1935.5 ms [2021-11-01 09:53:26 main:581] : INFO : Epoch 1924 | loss: 0.0311707 | val_loss: 0.0311793 | Time: 1941.56 ms [2021-11-01 09:53:28 main:581] : INFO : Epoch 1925 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 1917.93 ms [2021-11-01 09:53:30 main:581] : INFO : Epoch 1926 | loss: 0.031172 | val_loss: 0.0311811 | Time: 1959.92 ms [2021-11-01 09:53:32 main:581] : INFO : Epoch 1927 | loss: 0.0311743 | val_loss: 0.031183 | Time: 1978.44 ms [2021-11-01 09:53:34 main:581] : INFO : Epoch 1928 | loss: 0.0311747 | val_loss: 0.0311869 | Time: 1977.62 ms [2021-11-01 09:53:36 main:581] : INFO : Epoch 1929 | loss: 0.031173 | val_loss: 0.0311801 | Time: 1959.26 ms [2021-11-01 09:53:38 main:581] : INFO : Epoch 1930 | loss: 0.0311704 | val_loss: 0.0311793 | Time: 1945.21 ms [2021-11-01 09:53:40 main:581] : INFO : Epoch 1931 | loss: 0.0311688 | val_loss: 0.031181 | Time: 1946.37 ms [2021-11-01 09:53:42 main:581] : INFO : Epoch 1932 | loss: 0.0311695 | val_loss: 0.0311804 | Time: 1944.22 ms [2021-11-01 09:53:44 main:581] : INFO : Epoch 1933 | loss: 0.0311698 | val_loss: 0.0311792 | Time: 1926.46 ms [2021-11-01 09:53:46 main:581] : INFO : Epoch 1934 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 1927.25 ms [2021-11-01 09:53:48 main:581] : INFO : Epoch 1935 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 1950.69 ms [2021-11-01 09:53:50 main:581] : INFO : Epoch 1936 | loss: 0.0311703 | val_loss: 0.0311788 | Time: 1949.55 ms [2021-11-01 09:53:52 main:581] : INFO : Epoch 1937 | loss: 0.031171 | val_loss: 0.0311798 | Time: 1928.95 ms [2021-11-01 09:53:54 main:581] : INFO : Epoch 1938 | loss: 0.0311703 | val_loss: 0.0311819 | Time: 1968.22 ms [2021-11-01 09:53:56 main:581] : INFO : Epoch 1939 | loss: 0.0311707 | val_loss: 0.03118 | Time: 1925.55 ms [2021-11-01 09:53:57 main:581] : INFO : Epoch 1940 | loss: 0.0311708 | val_loss: 0.0311823 | Time: 1923.42 ms [2021-11-01 09:53:59 main:581] : INFO : Epoch 1941 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 1908.36 ms [2021-11-01 09:54:01 main:581] : INFO : Epoch 1942 | loss: 0.0311687 | val_loss: 0.0311796 | Time: 1941.49 ms [2021-11-01 09:54:03 main:581] : INFO : Epoch 1943 | loss: 0.0311691 | val_loss: 0.0311793 | Time: 1924.57 ms [2021-11-01 09:54:05 main:581] : INFO : Epoch 1944 | loss: 0.0311699 | val_loss: 0.0311785 | Time: 1936.4 ms [2021-11-01 09:54:07 main:581] : INFO : Epoch 1945 | loss: 0.0311689 | val_loss: 0.0311793 | Time: 1946.42 ms [2021-11-01 09:54:09 main:581] : INFO : Epoch 1946 | loss: 0.0311684 | val_loss: 0.0311791 | Time: 1930.03 ms [2021-11-01 09:54:11 main:581] : INFO : Epoch 1947 | loss: 0.031169 | val_loss: 0.0311835 | Time: 1923.78 ms [2021-11-01 09:54:13 main:581] : INFO : Epoch 1948 | loss: 0.0311692 | val_loss: 0.0311803 | Time: 1920.52 ms [2021-11-01 09:54:15 main:581] : INFO : Epoch 1949 | loss: 0.0311701 | val_loss: 0.0311835 | Time: 1917.63 ms [2021-11-01 09:54:17 main:581] : INFO : Epoch 1950 | loss: 0.0311725 | val_loss: 0.031183 | Time: 1919.54 ms [2021-11-01 09:54:19 main:581] : INFO : Epoch 1951 | loss: 0.0311716 | val_loss: 0.0311815 | Time: 1960.24 ms [2021-11-01 09:54:21 main:581] : INFO : Epoch 1952 | loss: 0.0311695 | val_loss: 0.0311835 | Time: 1973.42 ms [2021-11-01 09:54:23 main:581] : INFO : Epoch 1953 | loss: 0.0311672 | val_loss: 0.0311823 | Time: 1949.29 ms [2021-11-01 09:54:25 main:581] : INFO : Epoch 1954 | loss: 0.0311665 | val_loss: 0.0311852 | Time: 1958.28 ms [2021-11-01 09:54:27 main:581] : INFO : Epoch 1955 | loss: 0.0311679 | val_loss: 0.0311823 | Time: 1954.22 ms [2021-11-01 09:54:28 main:581] : INFO : Epoch 1956 | loss: 0.031168 | val_loss: 0.0311831 | Time: 1939.68 ms [2021-11-01 09:54:30 main:581] : INFO : Epoch 1957 | loss: 0.0311679 | val_loss: 0.0311813 | Time: 1927.78 ms [2021-11-01 09:54:32 main:581] : INFO : Epoch 1958 | loss: 0.0311672 | val_loss: 0.0311833 | Time: 1934.79 ms [2021-11-01 09:54:34 main:581] : INFO : Epoch 1959 | loss: 0.0311661 | val_loss: 0.0311824 | Time: 1944 ms [2021-11-01 09:54:36 main:581] : INFO : Epoch 1960 | loss: 0.0311676 | val_loss: 0.0311822 | Time: 1921.33 ms [2021-11-01 09:54:38 main:581] : INFO : Epoch 1961 | loss: 0.0311676 | val_loss: 0.031182 | Time: 1918.98 ms [2021-11-01 09:54:40 main:581] : INFO : Epoch 1962 | loss: 0.0311691 | val_loss: 0.03118 | Time: 1952.08 ms [2021-11-01 09:54:42 main:581] : INFO : Epoch 1963 | loss: 0.0311705 | val_loss: 0.0311879 | Time: 1911.19 ms [2021-11-01 09:54:44 main:581] : INFO : Epoch 1964 | loss: 0.0311795 | val_loss: 0.031183 | Time: 1917.78 ms [2021-11-01 09:54:46 main:581] : INFO : Epoch 1965 | loss: 0.0321525 | val_loss: 0.0328349 | Time: 1919 ms [2021-11-01 09:54:48 main:581] : INFO : Epoch 1966 | loss: 0.0382381 | val_loss: 0.034629 | Time: 1923.9 ms [2021-11-01 09:54:50 main:581] : INFO : Epoch 1967 | loss: 0.0320971 | val_loss: 0.0312934 | Time: 1918.34 ms [2021-11-01 09:54:52 main:581] : INFO : Epoch 1968 | loss: 0.0313194 | val_loss: 0.0312481 | Time: 1921.78 ms [2021-11-01 09:54:54 main:581] : INFO : Epoch 1969 | loss: 0.0312361 | val_loss: 0.0312112 | Time: 1919.73 ms [2021-11-01 09:54:55 main:581] : INFO : Epoch 1970 | loss: 0.0312055 | val_loss: 0.0311956 | Time: 1932.85 ms [2021-11-01 09:54:57 main:581] : INFO : Epoch 1971 | loss: 0.0311976 | val_loss: 0.0311907 | Time: 1939.57 ms [2021-11-01 09:54:59 main:581] : INFO : Epoch 1972 | loss: 0.0311934 | val_loss: 0.0311887 | Time: 1938.02 ms [2021-11-01 09:55:01 main:581] : INFO : Epoch 1973 | loss: 0.0311914 | val_loss: 0.0311872 | Time: 1934.51 ms [2021-11-01 09:55:03 main:581] : INFO : Epoch 1974 | loss: 0.0311896 | val_loss: 0.0311863 | Time: 1937.2 ms [2021-11-01 09:55:05 main:581] : INFO : Epoch 1975 | loss: 0.0311883 | val_loss: 0.0311847 | Time: 1923.2 ms [2021-11-01 09:55:07 main:581] : INFO : Epoch 1976 | loss: 0.0311871 | val_loss: 0.0311842 | Time: 1924.65 ms [2021-11-01 09:55:09 main:581] : INFO : Epoch 1977 | loss: 0.031186 | val_loss: 0.0311835 | Time: 1950.22 ms [2021-11-01 09:55:11 main:581] : INFO : Epoch 1978 | loss: 0.0311858 | val_loss: 0.0311839 | Time: 1923.96 ms [2021-11-01 09:55:13 main:581] : INFO : Epoch 1979 | loss: 0.0311848 | val_loss: 0.0311844 | Time: 1920.16 ms [2021-11-01 09:55:15 main:581] : INFO : Epoch 1980 | loss: 0.0311847 | val_loss: 0.0311823 | Time: 1922.47 ms [2021-11-01 09:55:17 main:581] : INFO : Epoch 1981 | loss: 0.0311837 | val_loss: 0.0311826 | Time: 1926.92 ms [2021-11-01 09:55:19 main:581] : INFO : Epoch 1982 | loss: 0.0311827 | val_loss: 0.0311818 | Time: 1952.1 ms [2021-11-01 09:55:21 main:581] : INFO : Epoch 1983 | loss: 0.0311817 | val_loss: 0.0311822 | Time: 1949.19 ms [2021-11-01 09:55:23 main:581] : INFO : Epoch 1984 | loss: 0.0311814 | val_loss: 0.0311816 | Time: 1960.78 ms [2021-11-01 09:55:25 main:581] : INFO : Epoch 1985 | loss: 0.031181 | val_loss: 0.0311806 | Time: 1951.26 ms [2021-11-01 09:55:26 main:581] : INFO : Epoch 1986 | loss: 0.0311806 | val_loss: 0.031181 | Time: 1958.25 ms [2021-11-01 09:55:28 main:581] : INFO : Epoch 1987 | loss: 0.0311805 | val_loss: 0.0311813 | Time: 1934.23 ms [2021-11-01 09:55:30 main:581] : INFO : Epoch 1988 | loss: 0.0311805 | val_loss: 0.0311818 | Time: 1928.73 ms [2021-11-01 09:55:32 main:581] : INFO : Epoch 1989 | loss: 0.0311817 | val_loss: 0.0311824 | Time: 1932.38 ms [2021-11-01 09:55:34 main:581] : INFO : Epoch 1990 | loss: 0.0311805 | val_loss: 0.0311816 | Time: 1933.26 ms [2021-11-01 09:55:36 main:581] : INFO : Epoch 1991 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 1951.51 ms [2021-11-01 09:55:38 main:581] : INFO : Epoch 1992 | loss: 0.0311812 | val_loss: 0.0311798 | Time: 1945.61 ms [2021-11-01 09:55:40 main:581] : INFO : Epoch 1993 | loss: 0.0311799 | val_loss: 0.031179 | Time: 1935.6 ms [2021-11-01 09:55:42 main:581] : INFO : Epoch 1994 | loss: 0.0311803 | val_loss: 0.0311803 | Time: 1936.8 ms [2021-11-01 09:55:44 main:581] : INFO : Epoch 1995 | loss: 0.0311796 | val_loss: 0.0311811 | Time: 1933.73 ms [2021-11-01 09:55:46 main:581] : INFO : Epoch 1996 | loss: 0.0311795 | val_loss: 0.0311819 | Time: 1933.11 ms [2021-11-01 09:55:48 main:581] : INFO : Epoch 1997 | loss: 0.0311791 | val_loss: 0.0311799 | Time: 1942.3 ms [2021-11-01 09:55:50 main:581] : INFO : Epoch 1998 | loss: 0.0311782 | val_loss: 0.0311796 | Time: 1951.33 ms [2021-11-01 09:55:52 main:581] : INFO : Epoch 1999 | loss: 0.0311778 | val_loss: 0.03118 | Time: 1941.37 ms [2021-11-01 09:55:54 main:581] : INFO : Epoch 2000 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 1942.29 ms [2021-11-01 09:55:56 main:581] : INFO : Epoch 2001 | loss: 0.0311774 | val_loss: 0.0311792 | Time: 1943.95 ms [2021-11-01 09:55:57 main:581] : INFO : Epoch 2002 | loss: 0.0311778 | val_loss: 0.03118 | Time: 1935.12 ms [2021-11-01 09:55:59 main:581] : INFO : Epoch 2003 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 1934.14 ms [2021-11-01 09:56:01 main:581] : INFO : Epoch 2004 | loss: 0.0311771 | val_loss: 0.0311791 | Time: 1938.26 ms [2021-11-01 09:56:03 main:581] : INFO : Epoch 2005 | loss: 0.0311766 | val_loss: 0.0311804 | Time: 1966.22 ms [2021-11-01 09:56:05 main:581] : INFO : Epoch 2006 | loss: 0.0311772 | val_loss: 0.0311804 | Time: 1948.71 ms [2021-11-01 09:56:07 main:581] : INFO : Epoch 2007 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 1926 ms [2021-11-01 09:56:09 main:581] : INFO : Epoch 2008 | loss: 0.0311781 | val_loss: 0.0311815 | Time: 1926.57 ms [2021-11-01 09:56:11 main:581] : INFO : Epoch 2009 | loss: 0.0311778 | val_loss: 0.0311791 | Time: 1924.52 ms [2021-11-01 09:56:13 main:581] : INFO : Epoch 2010 | loss: 0.0311774 | val_loss: 0.0311804 | Time: 1935.87 ms [2021-11-01 09:56:15 main:581] : INFO : Epoch 2011 | loss: 0.0311774 | val_loss: 0.0311788 | Time: 1936.8 ms [2021-11-01 09:56:17 main:581] : INFO : Epoch 2012 | loss: 0.0311767 | val_loss: 0.0311786 | Time: 1939.6 ms [2021-11-01 09:56:19 main:581] : INFO : Epoch 2013 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 1930.69 ms [2021-11-01 09:56:21 main:581] : INFO : Epoch 2014 | loss: 0.0311763 | val_loss: 0.0311789 | Time: 1937.91 ms [2021-11-01 09:56:23 main:581] : INFO : Epoch 2015 | loss: 0.031177 | val_loss: 0.0311786 | Time: 1927.45 ms [2021-11-01 09:56:25 main:581] : INFO : Epoch 2016 | loss: 0.0311767 | val_loss: 0.0311793 | Time: 1923.16 ms [2021-11-01 09:56:27 main:581] : INFO : Epoch 2017 | loss: 0.0311763 | val_loss: 0.0311802 | Time: 1923.25 ms [2021-11-01 09:56:28 main:581] : INFO : Epoch 2018 | loss: 0.0311768 | val_loss: 0.0311793 | Time: 1927.81 ms [2021-11-01 09:56:30 main:581] : INFO : Epoch 2019 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 1927.87 ms [2021-11-01 09:56:32 main:581] : INFO : Epoch 2020 | loss: 0.0311757 | val_loss: 0.0311803 | Time: 1963.03 ms [2021-11-01 09:56:34 main:581] : INFO : Epoch 2021 | loss: 0.0311756 | val_loss: 0.0311799 | Time: 1972.86 ms [2021-11-01 09:56:36 main:581] : INFO : Epoch 2022 | loss: 0.0311747 | val_loss: 0.0311796 | Time: 1974.61 ms [2021-11-01 09:56:38 main:581] : INFO : Epoch 2023 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 1960.64 ms [2021-11-01 09:56:40 main:581] : INFO : Epoch 2024 | loss: 0.0311755 | val_loss: 0.031179 | Time: 1967.26 ms [2021-11-01 09:56:42 main:581] : INFO : Epoch 2025 | loss: 0.0311748 | val_loss: 0.0311793 | Time: 1953.9 ms [2021-11-01 09:56:44 main:581] : INFO : Epoch 2026 | loss: 0.0311748 | val_loss: 0.0311802 | Time: 1948.56 ms [2021-11-01 09:56:46 main:581] : INFO : Epoch 2027 | loss: 0.0311746 | val_loss: 0.0311795 | Time: 1948.5 ms [2021-11-01 09:56:48 main:581] : INFO : Epoch 2028 | loss: 0.0311745 | val_loss: 0.0311797 | Time: 1952.31 ms [2021-11-01 09:56:50 main:581] : INFO : Epoch 2029 | loss: 0.0311744 | val_loss: 0.031179 | Time: 1945.88 ms [2021-11-01 09:56:52 main:581] : INFO : Epoch 2030 | loss: 0.0311746 | val_loss: 0.0311796 | Time: 1957.83 ms [2021-11-01 09:56:54 main:581] : INFO : Epoch 2031 | loss: 0.0311746 | val_loss: 0.0311803 | Time: 1951.92 ms [2021-11-01 09:56:56 main:581] : INFO : Epoch 2032 | loss: 0.031176 | val_loss: 0.0311784 | Time: 1945.02 ms [2021-11-01 09:56:58 main:581] : INFO : Epoch 2033 | loss: 0.0311758 | val_loss: 0.0311781 | Time: 1944.55 ms [2021-11-01 09:57:00 main:581] : INFO : Epoch 2034 | loss: 0.0311767 | val_loss: 0.0311795 | Time: 1942.47 ms [2021-11-01 09:57:02 main:581] : INFO : Epoch 2035 | loss: 0.0311764 | val_loss: 0.0311773 | Time: 1935.89 ms [2021-11-01 09:57:04 main:581] : INFO : Epoch 2036 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 1931.93 ms [2021-11-01 09:57:06 main:581] : INFO : Epoch 2037 | loss: 0.0311796 | val_loss: 0.031178 | Time: 1944.1 ms [2021-11-01 09:57:07 main:581] : INFO : Epoch 2038 | loss: 0.0311777 | val_loss: 0.0311781 | Time: 1941.53 ms [2021-11-01 09:57:09 main:581] : INFO : Epoch 2039 | loss: 0.0311768 | val_loss: 0.0311786 | Time: 1936.71 ms [2021-11-01 09:57:11 main:581] : INFO : Epoch 2040 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 1947.2 ms [2021-11-01 09:57:13 main:581] : INFO : Epoch 2041 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 1940.55 ms [2021-11-01 09:57:15 main:581] : INFO : Epoch 2042 | loss: 0.0311783 | val_loss: 0.0311783 | Time: 1948.72 ms [2021-11-01 09:57:17 main:581] : INFO : Epoch 2043 | loss: 0.031177 | val_loss: 0.031179 | Time: 1946.9 ms [2021-11-01 09:57:19 main:581] : INFO : Epoch 2044 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 1962.36 ms [2021-11-01 09:57:21 main:581] : INFO : Epoch 2045 | loss: 0.031177 | val_loss: 0.0311828 | Time: 1959.84 ms [2021-11-01 09:57:23 main:581] : INFO : Epoch 2046 | loss: 0.0311829 | val_loss: 0.031183 | Time: 1938.86 ms [2021-11-01 09:57:25 main:581] : INFO : Epoch 2047 | loss: 0.0311891 | val_loss: 0.0311867 | Time: 1939.01 ms [2021-11-01 09:57:27 main:581] : INFO : Epoch 2048 | loss: 0.0311896 | val_loss: 0.0311862 | Time: 1943.18 ms [2021-11-01 09:57:27 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311862 [2021-11-01 09:57:27 main:610] : INFO : Saving end state to config to file [2021-11-01 09:57:27 main:615] : INFO : Success, exiting.. 09:57:27 (3329443): 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)