Task 14543639
| Name | ParityModified-1647044491-18025-2-0_0 |
| Workunit | 11574688 |
| Created | 7 Apr 2022, 18:50:37 UTC |
| Sent | 10 Apr 2022, 6:35:27 UTC |
| Report deadline | 18 Apr 2022, 6:35:27 UTC |
| Received | 10 Apr 2022, 22:29:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 7 min 7 sec |
| CPU time | 1 hours 6 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2 main:574] : INFO : Epoch 1542 | loss: 0.0311557 | val_loss: 0.0311665 | Time: 1919.98 ms [2022-04-10 17:18:44 main:574] : INFO : Epoch 1543 | loss: 0.0311631 | val_loss: 0.031171 | Time: 1940.38 ms [2022-04-10 17:18:46 main:574] : INFO : Epoch 1544 | loss: 0.031167 | val_loss: 0.0311728 | Time: 1960.74 ms [2022-04-10 17:18:48 main:574] : INFO : Epoch 1545 | loss: 0.0311647 | val_loss: 0.0311695 | Time: 1971.5 ms [2022-04-10 17:18:50 main:574] : INFO : Epoch 1546 | loss: 0.0311626 | val_loss: 0.0311709 | Time: 1933.82 ms [2022-04-10 17:18:52 main:574] : INFO : Epoch 1547 | loss: 0.0311611 | val_loss: 0.0311694 | Time: 2004.57 ms [2022-04-10 17:18:54 main:574] : INFO : Epoch 1548 | loss: 0.0311597 | val_loss: 0.0311689 | Time: 1983.14 ms [2022-04-10 17:18:56 main:574] : INFO : Epoch 1549 | loss: 0.0311592 | val_loss: 0.0311705 | Time: 1990 ms [2022-04-10 17:18:58 main:574] : INFO : Epoch 1550 | loss: 0.0311597 | val_loss: 0.03117 | Time: 1985.72 ms [2022-04-10 17:19:00 main:574] : INFO : Epoch 1551 | loss: 0.0311595 | val_loss: 0.0311691 | Time: 1950.81 ms [2022-04-10 17:19:02 main:574] : INFO : Epoch 1552 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 1949.92 ms [2022-04-10 17:19:04 main:574] : INFO : Epoch 1553 | loss: 0.031159 | val_loss: 0.0311715 | Time: 1963.54 ms [2022-04-10 17:19:06 main:574] : INFO : Epoch 1554 | loss: 0.0311588 | val_loss: 0.0311734 | Time: 1974.64 ms [2022-04-10 17:19:08 main:574] : INFO : Epoch 1555 | loss: 0.031159 | val_loss: 0.0311697 | Time: 1973.49 ms [2022-04-10 17:19:10 main:574] : INFO : Epoch 1556 | loss: 0.0311593 | val_loss: 0.0311713 | Time: 1968.42 ms [2022-04-10 17:19:11 main:574] : INFO : Epoch 1557 | loss: 0.0311588 | val_loss: 0.0311681 | Time: 1980.03 ms [2022-04-10 17:19:13 main:574] : INFO : Epoch 1558 | loss: 0.031157 | val_loss: 0.0311689 | Time: 1981.79 ms [2022-04-10 17:19:15 main:574] : INFO : Epoch 1559 | loss: 0.0311562 | val_loss: 0.0311708 | Time: 1982.04 ms [2022-04-10 17:19:17 main:574] : INFO : Epoch 1560 | loss: 0.0311561 | val_loss: 0.0311734 | Time: 1980.36 ms [2022-04-10 17:19:19 main:574] : INFO : Epoch 1561 | loss: 0.0311537 | val_loss: 0.0311675 | Time: 1965.19 ms [2022-04-10 17:19:21 main:574] : INFO : Epoch 1562 | loss: 0.0311529 | val_loss: 0.0311696 | Time: 1967.48 ms [2022-04-10 17:19:23 main:574] : INFO : Epoch 1563 | loss: 0.031156 | val_loss: 0.0311665 | Time: 1990.79 ms [2022-04-10 17:19:25 main:574] : INFO : Epoch 1564 | loss: 0.031158 | val_loss: 0.0311664 | Time: 1940.76 ms [2022-04-10 17:19:27 main:574] : INFO : Epoch 1565 | loss: 0.0311565 | val_loss: 0.0311675 | Time: 1975.45 ms [2022-04-10 17:19:29 main:574] : INFO : Epoch 1566 | loss: 0.0311564 | val_loss: 0.0311687 | Time: 1961.99 ms [2022-04-10 17:19:31 main:574] : INFO : Epoch 1567 | loss: 0.0311549 | val_loss: 0.0311651 | Time: 1966.49 ms [2022-04-10 17:19:33 main:574] : INFO : Epoch 1568 | loss: 0.0311542 | val_loss: 0.0311648 | Time: 1967.04 ms [2022-04-10 17:19:35 main:574] : INFO : Epoch 1569 | loss: 0.0311529 | val_loss: 0.031167 | Time: 1931.95 ms [2022-04-10 17:19:37 main:574] : INFO : Epoch 1570 | loss: 0.0311526 | val_loss: 0.031168 | Time: 1974.28 ms [2022-04-10 17:19:39 main:574] : INFO : Epoch 1571 | loss: 0.0311516 | val_loss: 0.0311675 | Time: 1957.08 ms [2022-04-10 17:19:41 main:574] : INFO : Epoch 1572 | loss: 0.0311516 | val_loss: 0.0311649 | Time: 1971.38 ms [2022-04-10 17:19:43 main:574] : INFO : Epoch 1573 | loss: 0.0311514 | val_loss: 0.0311652 | Time: 1961.09 ms [2022-04-10 17:19:45 main:574] : INFO : Epoch 1574 | loss: 0.0311517 | val_loss: 0.0311688 | Time: 1981.36 ms [2022-04-10 17:19:47 main:574] : INFO : Epoch 1575 | loss: 0.0311527 | val_loss: 0.0311649 | Time: 1965.95 ms [2022-04-10 17:19:49 main:574] : INFO : Epoch 1576 | loss: 0.0311528 | val_loss: 0.0311671 | Time: 1948 ms [2022-04-10 17:19:51 main:574] : INFO : Epoch 1577 | loss: 0.0311514 | val_loss: 0.0311664 | Time: 1975.04 ms [2022-04-10 17:19:53 main:574] : INFO : Epoch 1578 | loss: 0.0311505 | val_loss: 0.0311668 | Time: 1963.81 ms [2022-04-10 17:19:55 main:574] : INFO : Epoch 1579 | loss: 0.031151 | val_loss: 0.0311687 | Time: 1938.55 ms [2022-04-10 17:19:57 main:574] : INFO : Epoch 1580 | loss: 0.0311533 | val_loss: 0.031171 | Time: 2003.14 ms [2022-04-10 17:19:59 main:574] : INFO : Epoch 1581 | loss: 0.0311558 | val_loss: 0.031168 | Time: 1967.39 ms [2022-04-10 17:20:01 main:574] : INFO : Epoch 1582 | loss: 0.0311567 | val_loss: 0.0311732 | Time: 1971.89 ms [2022-04-10 17:20:03 main:574] : INFO : Epoch 1583 | loss: 0.0311576 | val_loss: 0.031173 | Time: 1949.77 ms [2022-04-10 17:20:05 main:574] : INFO : Epoch 1584 | loss: 0.0311573 | val_loss: 0.0311685 | Time: 1973.96 ms [2022-04-10 17:20:07 main:574] : INFO : Epoch 1585 | loss: 0.0311543 | val_loss: 0.0311682 | Time: 1983.82 ms [2022-04-10 17:20:09 main:574] : INFO : Epoch 1586 | loss: 0.0311547 | val_loss: 0.0311654 | Time: 1962.55 ms [2022-04-10 17:20:11 main:574] : INFO : Epoch 1587 | loss: 0.0311544 | val_loss: 0.0311681 | Time: 1971.38 ms [2022-04-10 17:20:13 main:574] : INFO : Epoch 1588 | loss: 0.0311538 | val_loss: 0.0311663 | Time: 1964.29 ms [2022-04-10 17:20:15 main:574] : INFO : Epoch 1589 | loss: 0.0311564 | val_loss: 0.0311703 | Time: 1966.18 ms [2022-04-10 17:20:17 main:574] : INFO : Epoch 1590 | loss: 0.0311537 | val_loss: 0.0311694 | Time: 1958.7 ms [2022-04-10 17:20:19 main:574] : INFO : Epoch 1591 | loss: 0.0311574 | val_loss: 0.0311679 | Time: 1963.42 ms [2022-04-10 17:20:20 main:574] : INFO : Epoch 1592 | loss: 0.0311556 | val_loss: 0.0311692 | Time: 1956.68 ms [2022-04-10 17:20:22 main:574] : INFO : Epoch 1593 | loss: 0.0311822 | val_loss: 0.0312016 | Time: 1936.38 ms [2022-04-10 17:20:24 main:574] : INFO : Epoch 1594 | loss: 0.0312034 | val_loss: 0.0311982 | Time: 1933.5 ms [2022-04-10 17:20:26 main:574] : INFO : Epoch 1595 | loss: 0.0311982 | val_loss: 0.0312002 | Time: 1952.13 ms [2022-04-10 17:20:28 main:574] : INFO : Epoch 1596 | loss: 0.0311967 | val_loss: 0.0312004 | Time: 1940.62 ms [2022-04-10 17:20:30 main:574] : INFO : Epoch 1597 | loss: 0.0311949 | val_loss: 0.031193 | Time: 1946.15 ms [2022-04-10 17:20:32 main:574] : INFO : Epoch 1598 | loss: 0.031196 | val_loss: 0.0311941 | Time: 1945.7 ms [2022-04-10 17:20:34 main:574] : INFO : Epoch 1599 | loss: 0.0311957 | val_loss: 0.0311936 | Time: 2008.2 ms [2022-04-10 17:20:36 main:574] : INFO : Epoch 1600 | loss: 0.031195 | val_loss: 0.0311933 | Time: 1990.74 ms [2022-04-10 17:20:38 main:574] : INFO : Epoch 1601 | loss: 0.0311933 | val_loss: 0.0311914 | Time: 1944.62 ms [2022-04-10 17:20:40 main:574] : INFO : Epoch 1602 | loss: 0.0311955 | val_loss: 0.0311972 | Time: 1936.19 ms [2022-04-10 17:20:42 main:574] : INFO : Epoch 1603 | loss: 0.0311957 | val_loss: 0.0311913 | Time: 1931.57 ms [2022-04-10 17:20:44 main:574] : INFO : Epoch 1604 | loss: 0.0311924 | val_loss: 0.0311904 | Time: 1961.57 ms [2022-04-10 17:20:46 main:574] : INFO : Epoch 1605 | loss: 0.0311913 | val_loss: 0.0311899 | Time: 1951.44 ms [2022-04-10 17:20:48 main:574] : INFO : Epoch 1606 | loss: 0.0311911 | val_loss: 0.0311951 | Time: 1920.58 ms [2022-04-10 17:20:50 main:574] : INFO : Epoch 1607 | loss: 0.0311921 | val_loss: 0.0311914 | Time: 1934.54 ms [2022-04-10 17:20:52 main:574] : INFO : Epoch 1608 | loss: 0.031191 | val_loss: 0.0311933 | Time: 1945.45 ms [2022-04-10 17:20:54 main:574] : INFO : Epoch 1609 | loss: 0.0311936 | val_loss: 0.031191 | Time: 2009.02 ms [2022-04-10 17:20:56 main:574] : INFO : Epoch 1610 | loss: 0.0311911 | val_loss: 0.0311899 | Time: 1990.29 ms [2022-04-10 17:20:58 main:574] : INFO : Epoch 1611 | loss: 0.0311933 | val_loss: 0.0311902 | Time: 1971.65 ms [2022-04-10 17:21:00 main:574] : INFO : Epoch 1612 | loss: 0.0311903 | val_loss: 0.0311899 | Time: 1992.61 ms [2022-04-10 17:21:02 main:574] : INFO : Epoch 1613 | loss: 0.0311894 | val_loss: 0.0311892 | Time: 1973.24 ms [2022-04-10 17:21:04 main:574] : INFO : Epoch 1614 | loss: 0.0311894 | val_loss: 0.0311914 | Time: 1989.47 ms [2022-04-10 17:21:06 main:574] : INFO : Epoch 1615 | loss: 0.0311906 | val_loss: 0.0311897 | Time: 1988.43 ms [2022-04-10 17:21:08 main:574] : INFO : Epoch 1616 | loss: 0.0311909 | val_loss: 0.0311892 | Time: 1967.41 ms [2022-04-10 17:21:10 main:574] : INFO : Epoch 1617 | loss: 0.0311898 | val_loss: 0.0311886 | Time: 1965.67 ms [2022-04-10 17:21:12 main:574] : INFO : Epoch 1618 | loss: 0.0311896 | val_loss: 0.0311901 | Time: 1987.74 ms [2022-04-10 17:21:14 main:574] : INFO : Epoch 1619 | loss: 0.0311888 | val_loss: 0.0311889 | Time: 1996.18 ms [2022-04-10 17:21:16 main:574] : INFO : Epoch 1620 | loss: 0.0311882 | val_loss: 0.0311899 | Time: 1950.48 ms [2022-04-10 17:21:18 main:574] : INFO : Epoch 1621 | loss: 0.0311889 | val_loss: 0.0311964 | Time: 1946.38 ms [2022-04-10 17:21:19 main:574] : INFO : Epoch 1622 | loss: 0.0311892 | val_loss: 0.0311888 | Time: 1946.79 ms [2022-04-10 17:21:21 main:574] : INFO : Epoch 1623 | loss: 0.0311882 | val_loss: 0.0311888 | Time: 1960.2 ms [2022-04-10 17:21:23 main:574] : INFO : Epoch 1624 | loss: 0.0311902 | val_loss: 0.0311957 | Time: 1941.29 ms [2022-04-10 17:21:25 main:574] : INFO : Epoch 1625 | loss: 0.0311906 | val_loss: 0.0311903 | Time: 1954.41 ms [2022-04-10 17:21:27 main:574] : INFO : Epoch 1626 | loss: 0.031188 | val_loss: 0.0311883 | Time: 1949.32 ms [2022-04-10 17:21:29 main:574] : INFO : Epoch 1627 | loss: 0.0311873 | val_loss: 0.0311884 | Time: 1973.89 ms [2022-04-10 17:21:31 main:574] : INFO : Epoch 1628 | loss: 0.0311874 | val_loss: 0.0311888 | Time: 1993.98 ms [2022-04-10 17:21:33 main:574] : INFO : Epoch 1629 | loss: 0.031188 | val_loss: 0.0311908 | Time: 1956.67 ms [2022-04-10 17:21:35 main:574] : INFO : Epoch 1630 | loss: 0.031188 | val_loss: 0.0311888 | Time: 1981.1 ms [2022-04-10 17:21:37 main:574] : INFO : Epoch 1631 | loss: 0.0311872 | val_loss: 0.0311884 | Time: 1960.23 ms [2022-04-10 17:21:39 main:574] : INFO : Epoch 1632 | loss: 0.031187 | val_loss: 0.0311884 | Time: 1933.71 ms [2022-04-10 17:21:41 main:574] : INFO : Epoch 1633 | loss: 0.031187 | val_loss: 0.0311932 | Time: 1938.5 ms [2022-04-10 17:21:43 main:574] : INFO : Epoch 1634 | loss: 0.0311902 | val_loss: 0.0311915 | Time: 1962.08 ms [2022-04-10 17:21:45 main:574] : INFO : Epoch 1635 | loss: 0.0311894 | val_loss: 0.0311899 | Time: 1949.81 ms [2022-04-10 17:21:47 main:574] : INFO : Epoch 1636 | loss: 0.0311881 | val_loss: 0.0311884 | Time: 1961.46 ms [2022-04-10 17:21:49 main:574] : INFO : Epoch 1637 | loss: 0.0311893 | val_loss: 0.0311889 | Time: 1956.81 ms [2022-04-10 17:21:51 main:574] : INFO : Epoch 1638 | loss: 0.0311881 | val_loss: 0.0311884 | Time: 1934.85 ms [2022-04-10 17:21:53 main:574] : INFO : Epoch 1639 | loss: 0.0311882 | val_loss: 0.0311898 | Time: 1944.84 ms [2022-04-10 17:21:55 main:574] : INFO : Epoch 1640 | loss: 0.0311892 | val_loss: 0.031188 | Time: 1947.9 ms [2022-04-10 17:21:57 main:574] : INFO : Epoch 1641 | loss: 0.0311871 | val_loss: 0.0311882 | Time: 1960.88 ms [2022-04-10 17:21:59 main:574] : INFO : Epoch 1642 | loss: 0.0311869 | val_loss: 0.0311882 | Time: 1961.64 ms [2022-04-10 17:22:01 main:574] : INFO : Epoch 1643 | loss: 0.0311866 | val_loss: 0.0311877 | Time: 1952.71 ms [2022-04-10 17:22:03 main:574] : INFO : Epoch 1644 | loss: 0.0311865 | val_loss: 0.0311878 | Time: 1942.73 ms [2022-04-10 17:22:05 main:574] : INFO : Epoch 1645 | loss: 0.0311866 | val_loss: 0.0311891 | Time: 1951.64 ms [2022-04-10 17:22:07 main:574] : INFO : Epoch 1646 | loss: 0.0311863 | val_loss: 0.031188 | Time: 1960.1 ms [2022-04-10 17:22:08 main:574] : INFO : Epoch 1647 | loss: 0.0311888 | val_loss: 0.031188 | Time: 1976.59 ms [2022-04-10 17:22:10 main:574] : INFO : Epoch 1648 | loss: 0.0311876 | val_loss: 0.0311891 | Time: 1917.27 ms [2022-04-10 17:22:12 main:574] : INFO : Epoch 1649 | loss: 0.0311872 | val_loss: 0.0311893 | Time: 1960.04 ms [2022-04-10 17:22:14 main:574] : INFO : Epoch 1650 | loss: 0.0311871 | val_loss: 0.0311887 | Time: 1948.5 ms [2022-04-10 17:22:16 main:574] : INFO : Epoch 1651 | loss: 0.0311862 | val_loss: 0.0311886 | Time: 1971.14 ms [2022-04-10 17:22:18 main:574] : INFO : Epoch 1652 | loss: 0.0311857 | val_loss: 0.0311888 | Time: 1961.16 ms [2022-04-10 17:22:20 main:574] : INFO : Epoch 1653 | loss: 0.0311877 | val_loss: 0.0311886 | Time: 1948.47 ms [2022-04-10 17:22:22 main:574] : INFO : Epoch 1654 | loss: 0.0311863 | val_loss: 0.031189 | Time: 1944.48 ms [2022-04-10 17:22:24 main:574] : INFO : Epoch 1655 | loss: 0.0311868 | val_loss: 0.0311895 | Time: 1947.81 ms [2022-04-10 17:22:26 main:574] : INFO : Epoch 1656 | loss: 0.0311879 | val_loss: 0.0311885 | Time: 1975.78 ms [2022-04-10 17:22:28 main:574] : INFO : Epoch 1657 | loss: 0.0311865 | val_loss: 0.0311884 | Time: 1972.84 ms [2022-04-10 17:22:30 main:574] : INFO : Epoch 1658 | loss: 0.0311867 | val_loss: 0.0311907 | Time: 1962.43 ms [2022-04-10 17:22:32 main:574] : INFO : Epoch 1659 | loss: 0.0311865 | val_loss: 0.0311937 | Time: 1944.41 ms [2022-04-10 17:22:34 main:574] : INFO : Epoch 1660 | loss: 0.0311862 | val_loss: 0.0311897 | Time: 1967.68 ms [2022-04-10 17:22:36 main:574] : INFO : Epoch 1661 | loss: 0.0311854 | val_loss: 0.0311921 | Time: 1964.89 ms [2022-04-10 17:22:38 main:574] : INFO : Epoch 1662 | loss: 0.0311859 | val_loss: 0.0311872 | Time: 1938.67 ms [2022-04-10 17:22:40 main:574] : INFO : Epoch 1663 | loss: 0.0311852 | val_loss: 0.0311885 | Time: 1938.76 ms [2022-04-10 17:22:42 main:574] : INFO : Epoch 1664 | loss: 0.0311848 | val_loss: 0.0311878 | Time: 1955.04 ms [2022-04-10 17:22:44 main:574] : INFO : Epoch 1665 | loss: 0.0311857 | val_loss: 0.0311892 | Time: 1948.37 ms [2022-04-10 17:22:46 main:574] : INFO : Epoch 1666 | loss: 0.0311849 | val_loss: 0.0311876 | Time: 1955.86 ms [2022-04-10 17:22:48 main:574] : INFO : Epoch 1667 | loss: 0.0311851 | val_loss: 0.0311898 | Time: 1943.5 ms [2022-04-10 17:22:50 main:574] : INFO : Epoch 1668 | loss: 0.0311847 | val_loss: 0.0311876 | Time: 1957.69 ms [2022-04-10 17:22:52 main:574] : INFO : Epoch 1669 | loss: 0.0311858 | val_loss: 0.0311883 | Time: 1937.09 ms [2022-04-10 17:22:54 main:574] : INFO : Epoch 1670 | loss: 0.0311863 | val_loss: 0.031188 | Time: 1971.07 ms [2022-04-10 17:22:55 main:574] : INFO : Epoch 1671 | loss: 0.0311851 | val_loss: 0.0311881 | Time: 1957.99 ms [2022-04-10 17:22:57 main:574] : INFO : Epoch 1672 | loss: 0.0311853 | val_loss: 0.0311883 | Time: 1938.15 ms [2022-04-10 17:22:59 main:574] : INFO : Epoch 1673 | loss: 0.0311852 | val_loss: 0.0311881 | Time: 1927.85 ms [2022-04-10 17:23:01 main:574] : INFO : Epoch 1674 | loss: 0.0311844 | val_loss: 0.031187 | Time: 1997.25 ms [2022-04-10 17:23:03 main:574] : INFO : Epoch 1675 | loss: 0.0311849 | val_loss: 0.0311921 | Time: 1952.79 ms [2022-04-10 17:23:05 main:574] : INFO : Epoch 1676 | loss: 0.0311861 | val_loss: 0.0311896 | Time: 1950.78 ms [2022-04-10 17:23:07 main:574] : INFO : Epoch 1677 | loss: 0.0311845 | val_loss: 0.0311888 | Time: 1942.43 ms [2022-04-10 17:23:09 main:574] : INFO : Epoch 1678 | loss: 0.0311842 | val_loss: 0.0311894 | Time: 1928.92 ms [2022-04-10 17:23:11 main:574] : INFO : Epoch 1679 | loss: 0.0311844 | val_loss: 0.0311879 | Time: 1949.86 ms [2022-04-10 17:23:13 main:574] : INFO : Epoch 1680 | loss: 0.0311846 | val_loss: 0.031188 | Time: 1936.46 ms [2022-04-10 17:23:15 main:574] : INFO : Epoch 1681 | loss: 0.0311848 | val_loss: 0.0311887 | Time: 1947.33 ms [2022-04-10 17:23:17 main:574] : INFO : Epoch 1682 | loss: 0.0311842 | val_loss: 0.0311872 | Time: 1927.01 ms [2022-04-10 17:23:19 main:574] : INFO : Epoch 1683 | loss: 0.0311838 | val_loss: 0.0311885 | Time: 1951.4 ms [2022-04-10 17:23:21 main:574] : INFO : Epoch 1684 | loss: 0.0311843 | val_loss: 0.0311906 | Time: 1945.22 ms [2022-04-10 17:23:23 main:574] : INFO : Epoch 1685 | loss: 0.0311846 | val_loss: 0.0311884 | Time: 1952.66 ms [2022-04-10 17:23:25 main:574] : INFO : Epoch 1686 | loss: 0.0311838 | val_loss: 0.0311873 | Time: 1944.53 ms [2022-04-10 17:23:27 main:574] : INFO : Epoch 1687 | loss: 0.0311839 | val_loss: 0.0311899 | Time: 1952.31 ms [2022-04-10 17:23:29 main:574] : INFO : Epoch 1688 | loss: 0.0311856 | val_loss: 0.0311887 | Time: 1952.95 ms [2022-04-10 17:23:31 main:574] : INFO : Epoch 1689 | loss: 0.031184 | val_loss: 0.0311876 | Time: 1935.42 ms [2022-04-10 17:23:33 main:574] : INFO : Epoch 1690 | loss: 0.031186 | val_loss: 0.0311888 | Time: 1946.9 ms [2022-04-10 17:23:35 main:574] : INFO : Epoch 1691 | loss: 0.0311846 | val_loss: 0.0311874 | Time: 1968.14 ms [2022-04-10 17:23:36 main:574] : INFO : Epoch 1692 | loss: 0.0311831 | val_loss: 0.0311872 | Time: 1970.66 ms [2022-04-10 17:23:38 main:574] : INFO : Epoch 1693 | loss: 0.0311832 | val_loss: 0.0311886 | Time: 1932.53 ms [2022-04-10 17:23:40 main:574] : INFO : Epoch 1694 | loss: 0.0311833 | val_loss: 0.0311882 | Time: 1956.2 ms [2022-04-10 17:23:42 main:574] : INFO : Epoch 1695 | loss: 0.0311843 | val_loss: 0.0311877 | Time: 1943.97 ms [2022-04-10 17:23:44 main:574] : INFO : Epoch 1696 | loss: 0.0311841 | val_loss: 0.0311907 | Time: 1945.29 ms [2022-04-10 17:23:46 main:574] : INFO : Epoch 1697 | loss: 0.031183 | val_loss: 0.0311892 | Time: 2165.23 ms [2022-04-10 17:23:49 main:574] : INFO : Epoch 1698 | loss: 0.0311835 | val_loss: 0.0311879 | Time: 2149.54 ms [2022-04-10 17:23:51 main:574] : INFO : Epoch 1699 | loss: 0.0311833 | val_loss: 0.0311877 | Time: 2087.43 ms [2022-04-10 17:23:53 main:574] : INFO : Epoch 1700 | loss: 0.0311829 | val_loss: 0.0311887 | Time: 2165.15 ms [2022-04-10 17:23:55 main:574] : INFO : Epoch 1701 | loss: 0.0311854 | val_loss: 0.0311873 | Time: 2108.19 ms [2022-04-10 17:23:57 main:574] : INFO : Epoch 1702 | loss: 0.0311841 | val_loss: 0.0311937 | Time: 2118.94 ms [2022-04-10 17:23:59 main:574] : INFO : Epoch 1703 | loss: 0.0311853 | val_loss: 0.031188 | Time: 2117.5 ms [2022-04-10 17:24:01 main:574] : INFO : Epoch 1704 | loss: 0.0311841 | val_loss: 0.0311882 | Time: 2192.36 ms [2022-04-10 17:24:04 main:574] : INFO : Epoch 1705 | loss: 0.0311832 | val_loss: 0.0311886 | Time: 2220.39 ms [2022-04-10 17:24:06 main:574] : INFO : Epoch 1706 | loss: 0.031185 | val_loss: 0.0311888 | Time: 2089.13 ms [2022-04-10 17:24:08 main:574] : INFO : Epoch 1707 | loss: 0.0311829 | val_loss: 0.0311887 | Time: 2131.62 ms [2022-04-10 17:24:10 main:574] : INFO : Epoch 1708 | loss: 0.0311828 | val_loss: 0.0311882 | Time: 2076.53 ms [2022-04-10 17:24:12 main:574] : INFO : Epoch 1709 | loss: 0.0311828 | val_loss: 0.0311881 | Time: 2133.66 ms [2022-04-10 17:24:14 main:574] : INFO : Epoch 1710 | loss: 0.0311824 | val_loss: 0.031191 | Time: 2013.17 ms [2022-04-10 17:24:16 main:574] : INFO : Epoch 1711 | loss: 0.0311874 | val_loss: 0.0311989 | Time: 1960.29 ms [2022-04-10 17:24:18 main:574] : INFO : Epoch 1712 | loss: 0.0311904 | val_loss: 0.0311891 | Time: 1949.1 ms [2022-04-10 17:24:20 main:574] : INFO : Epoch 1713 | loss: 0.0311834 | val_loss: 0.0311884 | Time: 1975.73 ms [2022-04-10 17:24:22 main:574] : INFO : Epoch 1714 | loss: 0.0311834 | val_loss: 0.031187 | Time: 1959.5 ms [2022-04-10 17:24:24 main:574] : INFO : Epoch 1715 | loss: 0.0311832 | val_loss: 0.0311882 | Time: 1975.36 ms [2022-04-10 17:24:26 main:574] : INFO : Epoch 1716 | loss: 0.0311831 | val_loss: 0.0311874 | Time: 1937.38 ms [2022-04-10 17:24:28 main:574] : INFO : Epoch 1717 | loss: 0.0311828 | val_loss: 0.0311892 | Time: 1962.23 ms [2022-04-10 17:24:30 main:574] : INFO : Epoch 1718 | loss: 0.0311841 | val_loss: 0.0311882 | Time: 1949.42 ms [2022-04-10 17:24:32 main:574] : INFO : Epoch 1719 | loss: 0.0311823 | val_loss: 0.0311884 | Time: 1967.35 ms [2022-04-10 17:24:34 main:574] : INFO : Epoch 1720 | loss: 0.0311827 | val_loss: 0.03119 | Time: 1975.34 ms [2022-04-10 17:24:36 main:574] : INFO : Epoch 1721 | loss: 0.0311838 | val_loss: 0.0311889 | Time: 1978.24 ms [2022-04-10 17:24:38 main:574] : INFO : Epoch 1722 | loss: 0.0311826 | val_loss: 0.0311879 | Time: 1929.25 ms [2022-04-10 17:24:40 main:574] : INFO : Epoch 1723 | loss: 0.0311828 | val_loss: 0.0311882 | Time: 1959.21 ms [2022-04-10 17:24:42 main:574] : INFO : Epoch 1724 | loss: 0.031184 | val_loss: 0.0311879 | Time: 1960.21 ms [2022-04-10 17:24:44 main:574] : INFO : Epoch 1725 | loss: 0.0311828 | val_loss: 0.0311896 | Time: 1971.15 ms [2022-04-10 17:24:46 main:574] : INFO : Epoch 1726 | loss: 0.0311843 | val_loss: 0.0311895 | Time: 1934.85 ms [2022-04-10 17:24:47 main:574] : INFO : Epoch 1727 | loss: 0.0311834 | val_loss: 0.0311872 | Time: 1936.12 ms [2022-04-10 17:24:49 main:574] : INFO : Epoch 1728 | loss: 0.0311825 | val_loss: 0.0311927 | Time: 1961.46 ms [2022-04-10 17:24:51 main:574] : INFO : Epoch 1729 | loss: 0.0311838 | val_loss: 0.0311885 | Time: 1953.2 ms [2022-04-10 17:24:53 main:574] : INFO : Epoch 1730 | loss: 0.0311819 | val_loss: 0.0311879 | Time: 1987.85 ms [2022-04-10 17:24:55 main:574] : INFO : Epoch 1731 | loss: 0.0311816 | val_loss: 0.0311877 | Time: 1974.38 ms [2022-04-10 17:24:57 main:574] : INFO : Epoch 1732 | loss: 0.0311824 | val_loss: 0.0311883 | Time: 1961.73 ms [2022-04-10 17:24:59 main:574] : INFO : Epoch 1733 | loss: 0.0311819 | val_loss: 0.0311902 | Time: 1922.58 ms [2022-04-10 17:25:01 main:574] : INFO : Epoch 1734 | loss: 0.0311832 | val_loss: 0.0311885 | Time: 1951.55 ms [2022-04-10 17:25:03 main:574] : INFO : Epoch 1735 | loss: 0.0311843 | val_loss: 0.0311884 | Time: 1930.9 ms [2022-04-10 17:25:05 main:574] : INFO : Epoch 1736 | loss: 0.0311824 | val_loss: 0.0311873 | Time: 1946.79 ms [2022-04-10 17:25:07 main:574] : INFO : Epoch 1737 | loss: 0.0311828 | val_loss: 0.0311954 | Time: 1949.38 ms [2022-04-10 17:25:09 main:574] : INFO : Epoch 1738 | loss: 0.0311869 | val_loss: 0.0311907 | Time: 1926.55 ms [2022-04-10 17:25:11 main:574] : INFO : Epoch 1739 | loss: 0.0311828 | val_loss: 0.0311871 | Time: 1933.22 ms [2022-04-10 17:25:13 main:574] : INFO : Epoch 1740 | loss: 0.031183 | val_loss: 0.0311888 | Time: 1937.49 ms [2022-04-10 17:25:15 main:574] : INFO : Epoch 1741 | loss: 0.0311819 | val_loss: 0.0311883 | Time: 1936.16 ms [2022-04-10 17:25:17 main:574] : INFO : Epoch 1742 | loss: 0.031183 | val_loss: 0.0311879 | Time: 1932.63 ms [2022-04-10 17:25:19 main:574] : INFO : Epoch 1743 | loss: 0.0311832 | val_loss: 0.0311884 | Time: 1938.89 ms [2022-04-10 17:25:21 main:574] : INFO : Epoch 1744 | loss: 0.0311831 | val_loss: 0.0311884 | Time: 1973.64 ms [2022-04-10 17:25:23 main:574] : INFO : Epoch 1745 | loss: 0.0311835 | val_loss: 0.0311887 | Time: 1946.8 ms [2022-04-10 17:25:25 main:574] : INFO : Epoch 1746 | loss: 0.0311824 | val_loss: 0.0311872 | Time: 1961.95 ms [2022-04-10 17:25:27 main:574] : INFO : Epoch 1747 | loss: 0.0311823 | val_loss: 0.0311887 | Time: 1919.81 ms [2022-04-10 17:25:28 main:574] : INFO : Epoch 1748 | loss: 0.0311819 | val_loss: 0.0311879 | Time: 1948.58 ms [2022-04-10 17:25:30 main:574] : INFO : Epoch 1749 | loss: 0.0311812 | val_loss: 0.0311878 | Time: 1929.94 ms [2022-04-10 17:25:32 main:574] : INFO : Epoch 1750 | loss: 0.0311814 | val_loss: 0.0311885 | Time: 1969.57 ms [2022-04-10 17:25:34 main:574] : INFO : Epoch 1751 | loss: 0.031183 | val_loss: 0.031189 | Time: 1954.47 ms [2022-04-10 17:25:36 main:574] : INFO : Epoch 1752 | loss: 0.0311816 | val_loss: 0.031188 | Time: 1955.41 ms [2022-04-10 17:25:38 main:574] : INFO : Epoch 1753 | loss: 0.0311816 | val_loss: 0.0311887 | Time: 1932.92 ms [2022-04-10 17:25:40 main:574] : INFO : Epoch 1754 | loss: 0.0311808 | val_loss: 0.031187 | Time: 2002.42 ms [2022-04-10 17:25:42 main:574] : INFO : Epoch 1755 | loss: 0.0311817 | val_loss: 0.0311875 | Time: 1988.85 ms [2022-04-10 17:25:44 main:574] : INFO : Epoch 1756 | loss: 0.0311815 | val_loss: 0.0311883 | Time: 1922.01 ms [2022-04-10 17:25:46 main:574] : INFO : Epoch 1757 | loss: 0.0311814 | val_loss: 0.0311933 | Time: 1930.67 ms [2022-04-10 17:25:48 main:574] : INFO : Epoch 1758 | loss: 0.0311815 | val_loss: 0.0311886 | Time: 1978.59 ms [2022-04-10 17:25:50 main:574] : INFO : Epoch 1759 | loss: 0.0311824 | val_loss: 0.0311908 | Time: 1977.21 ms [2022-04-10 17:25:52 main:574] : INFO : Epoch 1760 | loss: 0.0311821 | val_loss: 0.031188 | Time: 1961.89 ms [2022-04-10 17:25:54 main:574] : INFO : Epoch 1761 | loss: 0.0311811 | val_loss: 0.031187 | Time: 1975.46 ms [2022-04-10 17:25:56 main:574] : INFO : Epoch 1762 | loss: 0.0311814 | val_loss: 0.0311884 | Time: 1947.57 ms [2022-04-10 17:25:58 main:574] : INFO : Epoch 1763 | loss: 0.0311809 | val_loss: 0.031188 | Time: 1934.47 ms [2022-04-10 17:26:00 main:574] : INFO : Epoch 1764 | loss: 0.0311844 | val_loss: 0.0311958 | Time: 1951.07 ms [2022-04-10 17:26:02 main:574] : INFO : Epoch 1765 | loss: 0.0311821 | val_loss: 0.031188 | Time: 1937.28 ms [2022-04-10 17:26:04 main:574] : INFO : Epoch 1766 | loss: 0.0311807 | val_loss: 0.0311878 | Time: 1933.58 ms [2022-04-10 17:26:06 main:574] : INFO : Epoch 1767 | loss: 0.031182 | val_loss: 0.0311869 | Time: 1951.41 ms [2022-04-10 17:26:08 main:574] : INFO : Epoch 1768 | loss: 0.0311831 | val_loss: 0.0311881 | Time: 1941.9 ms [2022-04-10 17:26:10 main:574] : INFO : Epoch 1769 | loss: 0.0311839 | val_loss: 0.0311861 | Time: 1962.98 ms [2022-04-10 17:26:12 main:574] : INFO : Epoch 1770 | loss: 0.0311825 | val_loss: 0.0311867 | Time: 1946.41 ms [2022-04-10 17:26:13 main:574] : INFO : Epoch 1771 | loss: 0.0311816 | val_loss: 0.0311874 | Time: 1932.83 ms [2022-04-10 17:26:15 main:574] : INFO : Epoch 1772 | loss: 0.0311824 | val_loss: 0.0311866 | Time: 1939.79 ms [2022-04-10 17:26:17 main:574] : INFO : Epoch 1773 | loss: 0.0311817 | val_loss: 0.0311868 | Time: 1958.93 ms [2022-04-10 17:26:19 main:574] : INFO : Epoch 1774 | loss: 0.0311818 | val_loss: 0.0311894 | Time: 1938.03 ms [2022-04-10 17:26:21 main:574] : INFO : Epoch 1775 | loss: 0.0311822 | val_loss: 0.0311878 | Time: 1942.76 ms [2022-04-10 17:26:23 main:574] : INFO : Epoch 1776 | loss: 0.0311816 | val_loss: 0.0311868 | Time: 1935.79 ms [2022-04-10 17:26:25 main:574] : INFO : Epoch 1777 | loss: 0.0311824 | val_loss: 0.0311873 | Time: 1955.07 ms [2022-04-10 17:26:27 main:574] : INFO : Epoch 1778 | loss: 0.0311835 | val_loss: 0.03119 | Time: 1965.2 ms [2022-04-10 17:26:29 main:574] : INFO : Epoch 1779 | loss: 0.0311828 | val_loss: 0.0311903 | Time: 1973.9 ms [2022-04-10 17:26:31 main:574] : INFO : Epoch 1780 | loss: 0.0311823 | val_loss: 0.0311882 | Time: 1953.19 ms [2022-04-10 17:26:33 main:574] : INFO : Epoch 1781 | loss: 0.0311828 | val_loss: 0.0311919 | Time: 1957.41 ms [2022-04-10 17:26:35 main:574] : INFO : Epoch 1782 | loss: 0.0311825 | val_loss: 0.031195 | Time: 1936.29 ms [2022-04-10 17:26:37 main:574] : INFO : Epoch 1783 | loss: 0.0311829 | val_loss: 0.0311883 | Time: 1952.33 ms [2022-04-10 17:26:39 main:574] : INFO : Epoch 1784 | loss: 0.0311818 | val_loss: 0.0311876 | Time: 1951.53 ms [2022-04-10 17:26:41 main:574] : INFO : Epoch 1785 | loss: 0.0311818 | val_loss: 0.0311876 | Time: 1943.33 ms [2022-04-10 17:26:43 main:574] : INFO : Epoch 1786 | loss: 0.0311818 | val_loss: 0.0311883 | Time: 1939.85 ms [2022-04-10 17:26:45 main:574] : INFO : Epoch 1787 | loss: 0.0311819 | val_loss: 0.0311885 | Time: 1928.65 ms [2022-04-10 17:26:47 main:574] : INFO : Epoch 1788 | loss: 0.0311819 | val_loss: 0.0311881 | Time: 1932.47 ms [2022-04-10 17:26:49 main:574] : INFO : Epoch 1789 | loss: 0.0311861 | val_loss: 0.0312277 | Time: 1952.67 ms [2022-04-10 17:26:51 main:574] : INFO : Epoch 1790 | loss: 0.0313 | val_loss: 0.0312548 | Time: 1944.7 ms [2022-04-10 17:26:53 main:574] : INFO : Epoch 1791 | loss: 0.0380934 | val_loss: 0.0346835 | Time: 1971.74 ms [2022-04-10 17:26:55 main:574] : INFO : Epoch 1792 | loss: 0.0457708 | val_loss: 0.0504139 | Time: 1956.95 ms [2022-04-10 17:26:56 main:574] : INFO : Epoch 1793 | loss: 0.0395783 | val_loss: 0.0325639 | Time: 1925.86 ms [2022-04-10 17:26:58 main:574] : INFO : Epoch 1794 | loss: 0.0317958 | val_loss: 0.0313856 | Time: 1954.4 ms [2022-04-10 17:27:00 main:574] : INFO : Epoch 1795 | loss: 0.0313303 | val_loss: 0.0312822 | Time: 1971 ms [2022-04-10 17:27:02 main:574] : INFO : Epoch 1796 | loss: 0.0312547 | val_loss: 0.0312429 | Time: 1957.67 ms [2022-04-10 17:27:04 main:574] : INFO : Epoch 1797 | loss: 0.0312405 | val_loss: 0.0312365 | Time: 1968.25 ms [2022-04-10 17:27:06 main:574] : INFO : Epoch 1798 | loss: 0.0312356 | val_loss: 0.031234 | Time: 1951.28 ms [2022-04-10 17:27:08 main:574] : INFO : Epoch 1799 | loss: 0.0312329 | val_loss: 0.0312307 | Time: 1908.25 ms [2022-04-10 17:27:10 main:574] : INFO : Epoch 1800 | loss: 0.0312296 | val_loss: 0.0312274 | Time: 1938.98 ms [2022-04-10 17:27:12 main:574] : INFO : Epoch 1801 | loss: 0.0312268 | val_loss: 0.0312248 | Time: 1940.31 ms [2022-04-10 17:27:14 main:574] : INFO : Epoch 1802 | loss: 0.0312245 | val_loss: 0.0312226 | Time: 1953.46 ms [2022-04-10 17:27:16 main:574] : INFO : Epoch 1803 | loss: 0.0312225 | val_loss: 0.0312205 | Time: 1966.59 ms [2022-04-10 17:27:18 main:574] : INFO : Epoch 1804 | loss: 0.0312205 | val_loss: 0.0312183 | Time: 1934.78 ms [2022-04-10 17:27:20 main:574] : INFO : Epoch 1805 | loss: 0.0312175 | val_loss: 0.031215 | Time: 1933.21 ms [2022-04-10 17:27:22 main:574] : INFO : Epoch 1806 | loss: 0.0312143 | val_loss: 0.0312128 | Time: 1937.62 ms [2022-04-10 17:27:24 main:574] : INFO : Epoch 1807 | loss: 0.0312114 | val_loss: 0.0312106 | Time: 1931.13 ms [2022-04-10 17:27:26 main:574] : INFO : Epoch 1808 | loss: 0.0312089 | val_loss: 0.0312084 | Time: 1964.05 ms [2022-04-10 17:27:28 main:574] : INFO : Epoch 1809 | loss: 0.0312065 | val_loss: 0.0312068 | Time: 1949.6 ms [2022-04-10 17:27:30 main:574] : INFO : Epoch 1810 | loss: 0.0312045 | val_loss: 0.0312048 | Time: 1934.93 ms [2022-04-10 17:27:32 main:574] : INFO : Epoch 1811 | loss: 0.031203 | val_loss: 0.0312034 | Time: 1972.38 ms [2022-04-10 17:27:34 main:574] : INFO : Epoch 1812 | loss: 0.0312016 | val_loss: 0.0312018 | Time: 1933.42 ms [2022-04-10 17:27:35 main:574] : INFO : Epoch 1813 | loss: 0.0312002 | val_loss: 0.0312006 | Time: 1927.03 ms [2022-04-10 17:27:37 main:574] : INFO : Epoch 1814 | loss: 0.0311989 | val_loss: 0.0311999 | Time: 1958.13 ms [2022-04-10 17:27:39 main:574] : INFO : Epoch 1815 | loss: 0.031198 | val_loss: 0.0311987 | Time: 1961.72 ms [2022-04-10 17:27:41 main:574] : INFO : Epoch 1816 | loss: 0.0311972 | val_loss: 0.0311982 | Time: 1961.71 ms [2022-04-10 17:27:43 main:574] : INFO : Epoch 1817 | loss: 0.0311965 | val_loss: 0.0311976 | Time: 1958.21 ms [2022-04-10 17:27:45 main:574] : INFO : Epoch 1818 | loss: 0.0311958 | val_loss: 0.031197 | Time: 1967.84 ms [2022-04-10 17:27:47 main:574] : INFO : Epoch 1819 | loss: 0.0311953 | val_loss: 0.0311967 | Time: 1943.4 ms [2022-04-10 17:27:49 main:574] : INFO : Epoch 1820 | loss: 0.0311947 | val_loss: 0.0311961 | Time: 1926.41 ms [2022-04-10 17:27:51 main:574] : INFO : Epoch 1821 | loss: 0.0311942 | val_loss: 0.0311958 | Time: 1947.91 ms [2022-04-10 17:27:53 main:574] : INFO : Epoch 1822 | loss: 0.0311938 | val_loss: 0.0311955 | Time: 1940.5 ms [2022-04-10 17:27:55 main:574] : INFO : Epoch 1823 | loss: 0.0311935 | val_loss: 0.0311951 | Time: 1940.71 ms [2022-04-10 17:27:57 main:574] : INFO : Epoch 1824 | loss: 0.031193 | val_loss: 0.0311951 | Time: 1946.52 ms [2022-04-10 17:27:59 main:574] : INFO : Epoch 1825 | loss: 0.031193 | val_loss: 0.0311952 | Time: 1934.73 ms [2022-04-10 17:28:01 main:574] : INFO : Epoch 1826 | loss: 0.0311929 | val_loss: 0.0311948 | Time: 1991.17 ms [2022-04-10 17:28:03 main:574] : INFO : Epoch 1827 | loss: 0.0311923 | val_loss: 0.0311944 | Time: 1945.16 ms [2022-04-10 17:28:05 main:574] : INFO : Epoch 1828 | loss: 0.031192 | val_loss: 0.0311942 | Time: 1947.71 ms [2022-04-10 17:28:07 main:574] : INFO : Epoch 1829 | loss: 0.0311918 | val_loss: 0.0311944 | Time: 1959.58 ms [2022-04-10 17:28:09 main:574] : INFO : Epoch 1830 | loss: 0.0311919 | val_loss: 0.0311947 | Time: 1953.58 ms [2022-04-10 17:28:11 main:574] : INFO : Epoch 1831 | loss: 0.0311918 | val_loss: 0.0311936 | Time: 1964.23 ms [2022-04-10 17:28:13 main:574] : INFO : Epoch 1832 | loss: 0.0311916 | val_loss: 0.031194 | Time: 1924.94 ms [2022-04-10 17:28:15 main:574] : INFO : Epoch 1833 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 1942.36 ms [2022-04-10 17:28:17 main:574] : INFO : Epoch 1834 | loss: 0.0311914 | val_loss: 0.0311942 | Time: 1947.58 ms [2022-04-10 17:28:18 main:574] : INFO : Epoch 1835 | loss: 0.0311912 | val_loss: 0.0311937 | Time: 1952.33 ms [2022-04-10 17:28:20 main:574] : INFO : Epoch 1836 | loss: 0.031191 | val_loss: 0.0311936 | Time: 1962.22 ms [2022-04-10 17:28:22 main:574] : INFO : Epoch 1837 | loss: 0.0311911 | val_loss: 0.0311934 | Time: 1922.87 ms [2022-04-10 17:28:24 main:574] : INFO : Epoch 1838 | loss: 0.0311908 | val_loss: 0.031193 | Time: 1933.56 ms [2022-04-10 17:28:26 main:574] : INFO : Epoch 1839 | loss: 0.0311908 | val_loss: 0.0311933 | Time: 1965.98 ms [2022-04-10 17:28:28 main:574] : INFO : Epoch 1840 | loss: 0.0311906 | val_loss: 0.0311932 | Time: 1943.26 ms [2022-04-10 17:28:30 main:574] : INFO : Epoch 1841 | loss: 0.0311904 | val_loss: 0.0311931 | Time: 1965.48 ms [2022-04-10 17:28:32 main:574] : INFO : Epoch 1842 | loss: 0.0311903 | val_loss: 0.0311939 | Time: 1937.32 ms [2022-04-10 17:28:34 main:574] : INFO : Epoch 1843 | loss: 0.0311906 | val_loss: 0.0311934 | Time: 1940.91 ms [2022-04-10 17:28:36 main:574] : INFO : Epoch 1844 | loss: 0.0311901 | val_loss: 0.0311929 | Time: 1960.66 ms [2022-04-10 17:28:38 main:574] : INFO : Epoch 1845 | loss: 0.0311902 | val_loss: 0.0311936 | Time: 1964.23 ms [2022-04-10 17:28:40 main:574] : INFO : Epoch 1846 | loss: 0.0311901 | val_loss: 0.0311936 | Time: 1967.1 ms [2022-04-10 17:28:42 main:574] : INFO : Epoch 1847 | loss: 0.0311898 | val_loss: 0.0311935 | Time: 1935.73 ms [2022-04-10 17:28:44 main:574] : INFO : Epoch 1848 | loss: 0.0311898 | val_loss: 0.0311941 | Time: 1988.16 ms [2022-04-10 17:28:46 main:574] : INFO : Epoch 1849 | loss: 0.03119 | val_loss: 0.0311942 | Time: 1956.96 ms [2022-04-10 17:28:48 main:574] : INFO : Epoch 1850 | loss: 0.0311894 | val_loss: 0.0311939 | Time: 1949.04 ms [2022-04-10 17:28:50 main:574] : INFO : Epoch 1851 | loss: 0.0311893 | val_loss: 0.0311948 | Time: 1941.3 ms [2022-04-10 17:28:52 main:574] : INFO : Epoch 1852 | loss: 0.0311893 | val_loss: 0.0311938 | Time: 1946.48 ms [2022-04-10 17:28:54 main:574] : INFO : Epoch 1853 | loss: 0.0311892 | val_loss: 0.0311954 | Time: 1936.71 ms [2022-04-10 17:28:56 main:574] : INFO : Epoch 1854 | loss: 0.031189 | val_loss: 0.0311943 | Time: 1936.52 ms [2022-04-10 17:28:58 main:574] : INFO : Epoch 1855 | loss: 0.0311891 | val_loss: 0.031194 | Time: 1945.61 ms [2022-04-10 17:29:00 main:574] : INFO : Epoch 1856 | loss: 0.0311892 | val_loss: 0.0311945 | Time: 1966.8 ms [2022-04-10 17:29:01 main:574] : INFO : Epoch 1857 | loss: 0.0311892 | val_loss: 0.031194 | Time: 1959.96 ms [2022-04-10 17:29:03 main:574] : INFO : Epoch 1858 | loss: 0.0311889 | val_loss: 0.0311936 | Time: 1941.39 ms [2022-04-10 17:29:05 main:574] : INFO : Epoch 1859 | loss: 0.0311886 | val_loss: 0.0311938 | Time: 1965.27 ms [2022-04-10 17:29:07 main:574] : INFO : Epoch 1860 | loss: 0.0311885 | val_loss: 0.0311955 | Time: 1981.02 ms [2022-04-10 17:29:09 main:574] : INFO : Epoch 1861 | loss: 0.0311883 | val_loss: 0.0311979 | Time: 1936.32 ms [2022-04-10 17:29:11 main:574] : INFO : Epoch 1862 | loss: 0.0311884 | val_loss: 0.0311971 | Time: 1937.01 ms [2022-04-10 17:29:13 main:574] : INFO : Epoch 1863 | loss: 0.0311881 | val_loss: 0.0311969 | Time: 1974.87 ms [2022-04-10 17:29:15 main:574] : INFO : Epoch 1864 | loss: 0.0311883 | val_loss: 0.0311965 | Time: 1953.31 ms [2022-04-10 17:29:17 main:574] : INFO : Epoch 1865 | loss: 0.0311887 | val_loss: 0.0311967 | Time: 1942.89 ms [2022-04-10 17:29:19 main:574] : INFO : Epoch 1866 | loss: 0.0311887 | val_loss: 0.0311958 | Time: 1909.35 ms [2022-04-10 17:29:21 main:574] : INFO : Epoch 1867 | loss: 0.0311888 | val_loss: 0.0311945 | Time: 1957.28 ms [2022-04-10 17:29:23 main:574] : INFO : Epoch 1868 | loss: 0.031188 | val_loss: 0.0311938 | Time: 1950.8 ms [2022-04-10 17:29:25 main:574] : INFO : Epoch 1869 | loss: 0.0311878 | val_loss: 0.031193 | Time: 1954.53 ms [2022-04-10 17:29:27 main:574] : INFO : Epoch 1870 | loss: 0.0311873 | val_loss: 0.031192 | Time: 1943.26 ms [2022-04-10 17:29:29 main:574] : INFO : Epoch 1871 | loss: 0.0311874 | val_loss: 0.0311924 | Time: 1925.21 ms [2022-04-10 17:29:31 main:574] : INFO : Epoch 1872 | loss: 0.0311877 | val_loss: 0.0311925 | Time: 1960.81 ms [2022-04-10 17:29:33 main:574] : INFO : Epoch 1873 | loss: 0.0311872 | val_loss: 0.0311919 | Time: 1936.8 ms [2022-04-10 17:29:35 main:574] : INFO : Epoch 1874 | loss: 0.0311871 | val_loss: 0.0311914 | Time: 1951.56 ms [2022-04-10 17:29:37 main:574] : INFO : Epoch 1875 | loss: 0.0311871 | val_loss: 0.0311918 | Time: 1935.68 ms [2022-04-10 17:29:39 main:574] : INFO : Epoch 1876 | loss: 0.0311873 | val_loss: 0.0311912 | Time: 2015.22 ms [2022-04-10 17:29:41 main:574] : INFO : Epoch 1877 | loss: 0.0311869 | val_loss: 0.0311913 | Time: 1960.28 ms [2022-04-10 17:29:43 main:574] : INFO : Epoch 1878 | loss: 0.0311869 | val_loss: 0.0311912 | Time: 1935.44 ms [2022-04-10 17:29:45 main:574] : INFO : Epoch 1879 | loss: 0.031187 | val_loss: 0.0311916 | Time: 1942.64 ms [2022-04-10 17:29:46 main:574] : INFO : Epoch 1880 | loss: 0.031187 | val_loss: 0.0311914 | Time: 1947.81 ms [2022-04-10 17:29:48 main:574] : INFO : Epoch 1881 | loss: 0.0311872 | val_loss: 0.0311913 | Time: 1941.45 ms [2022-04-10 17:29:50 main:574] : INFO : Epoch 1882 | loss: 0.0311872 | val_loss: 0.0311913 | Time: 1958.22 ms [2022-04-10 17:29:52 main:574] : INFO : Epoch 1883 | loss: 0.0311865 | val_loss: 0.0311912 | Time: 1957.31 ms [2022-04-10 17:29:54 main:574] : INFO : Epoch 1884 | loss: 0.0311867 | val_loss: 0.0311933 | Time: 1964.26 ms [2022-04-10 17:29:56 main:574] : INFO : Epoch 1885 | loss: 0.0311873 | val_loss: 0.0311917 | Time: 1954.7 ms [2022-04-10 17:29:58 main:574] : INFO : Epoch 1886 | loss: 0.0311868 | val_loss: 0.031192 | Time: 1941.25 ms [2022-04-10 17:30:00 main:574] : INFO : Epoch 1887 | loss: 0.0311868 | val_loss: 0.0311919 | Time: 1943.43 ms [2022-04-10 17:30:02 main:574] : INFO : Epoch 1888 | loss: 0.0311872 | val_loss: 0.0311917 | Time: 1953.22 ms [2022-04-10 17:30:04 main:574] : INFO : Epoch 1889 | loss: 0.0311865 | val_loss: 0.0311911 | Time: 1952.23 ms [2022-04-10 17:30:06 main:574] : INFO : Epoch 1890 | loss: 0.0311863 | val_loss: 0.0311912 | Time: 1941.28 ms [2022-04-10 17:30:08 main:574] : INFO : Epoch 1891 | loss: 0.0311864 | val_loss: 0.0311907 | Time: 1941.13 ms [2022-04-10 17:30:10 main:574] : INFO : Epoch 1892 | loss: 0.0311864 | val_loss: 0.0311918 | Time: 1955.01 ms [2022-04-10 17:30:12 main:574] : INFO : Epoch 1893 | loss: 0.0311866 | val_loss: 0.0311907 | Time: 1976.71 ms [2022-04-10 17:30:14 main:574] : INFO : Epoch 1894 | loss: 0.0311867 | val_loss: 0.0311915 | Time: 1983.92 ms [2022-04-10 17:30:16 main:574] : INFO : Epoch 1895 | loss: 0.0311864 | val_loss: 0.0311909 | Time: 1938.15 ms [2022-04-10 17:30:18 main:574] : INFO : Epoch 1896 | loss: 0.0311861 | val_loss: 0.0311909 | Time: 1951.2 ms [2022-04-10 17:30:20 main:574] : INFO : Epoch 1897 | loss: 0.0311861 | val_loss: 0.0311908 | Time: 1983.38 ms [2022-04-10 17:30:22 main:574] : INFO : Epoch 1898 | loss: 0.031186 | val_loss: 0.031191 | Time: 1944.69 ms [2022-04-10 17:30:24 main:574] : INFO : Epoch 1899 | loss: 0.0311859 | val_loss: 0.0311904 | Time: 1918.42 ms [2022-04-10 17:30:26 main:574] : INFO : Epoch 1900 | loss: 0.0311858 | val_loss: 0.0311911 | Time: 1968.06 ms [2022-04-10 17:30:28 main:574] : INFO : Epoch 1901 | loss: 0.0311864 | val_loss: 0.031191 | Time: 1969.72 ms [2022-04-10 17:30:30 main:574] : INFO : Epoch 1902 | loss: 0.0311858 | val_loss: 0.0311926 | Time: 1962.35 ms [2022-04-10 17:30:32 main:574] : INFO : Epoch 1903 | loss: 0.0311865 | val_loss: 0.031192 | Time: 1952.55 ms [2022-04-10 17:30:33 main:574] : INFO : Epoch 1904 | loss: 0.031187 | val_loss: 0.0311911 | Time: 1966.12 ms [2022-04-10 17:30:35 main:574] : INFO : Epoch 1905 | loss: 0.0311861 | val_loss: 0.0311913 | Time: 2004.02 ms [2022-04-10 17:30:38 main:574] : INFO : Epoch 1906 | loss: 0.0311862 | val_loss: 0.0311911 | Time: 2043.47 ms [2022-04-10 17:30:40 main:574] : INFO : Epoch 1907 | loss: 0.0311868 | val_loss: 0.0311909 | Time: 1962 ms [2022-04-10 17:30:41 main:574] : INFO : Epoch 1908 | loss: 0.0311856 | val_loss: 0.0311904 | Time: 1969.57 ms [2022-04-10 17:30:43 main:574] : INFO : Epoch 1909 | loss: 0.0311861 | val_loss: 0.0311904 | Time: 1960.72 ms [2022-04-10 17:30:45 main:574] : INFO : Epoch 1910 | loss: 0.0311858 | val_loss: 0.0311922 | Time: 1930.52 ms [2022-04-10 17:30:47 main:574] : INFO : Epoch 1911 | loss: 0.031186 | val_loss: 0.0311911 | Time: 1989.72 ms [2022-04-10 17:30:49 main:574] : INFO : Epoch 1912 | loss: 0.0311859 | val_loss: 0.0311908 | Time: 1948.95 ms [2022-04-10 17:30:51 main:574] : INFO : Epoch 1913 | loss: 0.0311863 | val_loss: 0.0311916 | Time: 2074.04 ms [2022-04-10 17:30:53 main:574] : INFO : Epoch 1914 | loss: 0.0311867 | val_loss: 0.0311911 | Time: 2033.85 ms [2022-04-10 17:30:55 main:574] : INFO : Epoch 1915 | loss: 0.0311855 | val_loss: 0.0311914 | Time: 1975.64 ms [2022-04-10 17:30:57 main:574] : INFO : Epoch 1916 | loss: 0.0311856 | val_loss: 0.0311901 | Time: 1950.85 ms [2022-04-10 17:30:59 main:574] : INFO : Epoch 1917 | loss: 0.0311853 | val_loss: 0.0311906 | Time: 1930.99 ms [2022-04-10 17:31:01 main:574] : INFO : Epoch 1918 | loss: 0.0311858 | val_loss: 0.0311904 | Time: 1977.67 ms [2022-04-10 17:31:03 main:574] : INFO : Epoch 1919 | loss: 0.0311853 | val_loss: 0.0311911 | Time: 1968.07 ms [2022-04-10 17:31:05 main:574] : INFO : Epoch 1920 | loss: 0.0311855 | val_loss: 0.0311902 | Time: 1957.16 ms [2022-04-10 17:31:07 main:574] : INFO : Epoch 1921 | loss: 0.0311855 | val_loss: 0.0311899 | Time: 1958.23 ms [2022-04-10 17:31:09 main:574] : INFO : Epoch 1922 | loss: 0.0311851 | val_loss: 0.0311903 | Time: 1947 ms [2022-04-10 17:31:11 main:574] : INFO : Epoch 1923 | loss: 0.0311851 | val_loss: 0.03119 | Time: 1925.93 ms [2022-04-10 17:31:13 main:574] : INFO : Epoch 1924 | loss: 0.0311851 | val_loss: 0.031191 | Time: 1963.92 ms [2022-04-10 17:31:15 main:574] : INFO : Epoch 1925 | loss: 0.0311853 | val_loss: 0.0311894 | Time: 1948.69 ms [2022-04-10 17:31:17 main:574] : INFO : Epoch 1926 | loss: 0.0311851 | val_loss: 0.0311906 | Time: 1970.81 ms [2022-04-10 17:31:19 main:574] : INFO : Epoch 1927 | loss: 0.0311853 | val_loss: 0.031191 | Time: 1971.13 ms [2022-04-10 17:31:21 main:574] : INFO : Epoch 1928 | loss: 0.0311858 | val_loss: 0.0311903 | Time: 1951.72 ms [2022-04-10 17:31:23 main:574] : INFO : Epoch 1929 | loss: 0.0311852 | val_loss: 0.0311902 | Time: 1982.29 ms [2022-04-10 17:31:25 main:574] : INFO : Epoch 1930 | loss: 0.031186 | val_loss: 0.0311893 | Time: 1956.71 ms [2022-04-10 17:31:27 main:574] : INFO : Epoch 1931 | loss: 0.0311864 | val_loss: 0.0311899 | Time: 1913.65 ms [2022-04-10 17:31:29 main:574] : INFO : Epoch 1932 | loss: 0.0311864 | val_loss: 0.0311903 | Time: 1920.55 ms [2022-04-10 17:31:31 main:574] : INFO : Epoch 1933 | loss: 0.0311855 | val_loss: 0.0311893 | Time: 1931.57 ms [2022-04-10 17:31:33 main:574] : INFO : Epoch 1934 | loss: 0.0311851 | val_loss: 0.0311892 | Time: 1952.51 ms [2022-04-10 17:31:35 main:574] : INFO : Epoch 1935 | loss: 0.031185 | val_loss: 0.0311901 | Time: 1965.36 ms [2022-04-10 17:31:37 main:574] : INFO : Epoch 1936 | loss: 0.0311853 | val_loss: 0.0311903 | Time: 1973.72 ms [2022-04-10 17:31:39 main:574] : INFO : Epoch 1937 | loss: 0.0311854 | val_loss: 0.031191 | Time: 1964.41 ms [2022-04-10 17:31:40 main:574] : INFO : Epoch 1938 | loss: 0.0311853 | val_loss: 0.0311905 | Time: 1961.95 ms [2022-04-10 17:31:42 main:574] : INFO : Epoch 1939 | loss: 0.0311857 | val_loss: 0.0311928 | Time: 1939.55 ms [2022-04-10 17:31:44 main:574] : INFO : Epoch 1940 | loss: 0.0311872 | val_loss: 0.0311949 | Time: 1934.26 ms [2022-04-10 17:31:46 main:574] : INFO : Epoch 1941 | loss: 0.0311855 | val_loss: 0.0311921 | Time: 1958.82 ms [2022-04-10 17:31:48 main:574] : INFO : Epoch 1942 | loss: 0.031185 | val_loss: 0.0311905 | Time: 1962.65 ms [2022-04-10 17:31:50 main:574] : INFO : Epoch 1943 | loss: 0.0311846 | val_loss: 0.0311901 | Time: 1965 ms [2022-04-10 17:31:52 main:574] : INFO : Epoch 1944 | loss: 0.0311847 | val_loss: 0.0311902 | Time: 1943.23 ms [2022-04-10 17:31:54 main:574] : INFO : Epoch 1945 | loss: 0.0311851 | val_loss: 0.0311891 | Time: 1969.51 ms [2022-04-10 17:31:56 main:574] : INFO : Epoch 1946 | loss: 0.0311845 | val_loss: 0.0311893 | Time: 1939.02 ms [2022-04-10 17:31:58 main:574] : INFO : Epoch 1947 | loss: 0.0311851 | val_loss: 0.0311907 | Time: 1958.41 ms [2022-04-10 17:32:00 main:574] : INFO : Epoch 1948 | loss: 0.0311852 | val_loss: 0.0311896 | Time: 1969.59 ms [2022-04-10 17:32:02 main:574] : INFO : Epoch 1949 | loss: 0.0311846 | val_loss: 0.0311898 | Time: 1932.92 ms [2022-04-10 17:32:04 main:574] : INFO : Epoch 1950 | loss: 0.0311848 | val_loss: 0.0311898 | Time: 1932.63 ms [2022-04-10 17:32:06 main:574] : INFO : Epoch 1951 | loss: 0.0311844 | val_loss: 0.0311891 | Time: 1972.02 ms [2022-04-10 17:32:08 main:574] : INFO : Epoch 1952 | loss: 0.0311842 | val_loss: 0.031189 | Time: 1963.87 ms [2022-04-10 17:32:10 main:574] : INFO : Epoch 1953 | loss: 0.0311848 | val_loss: 0.0311897 | Time: 1958.18 ms [2022-04-10 17:32:12 main:574] : INFO : Epoch 1954 | loss: 0.0311846 | val_loss: 0.031189 | Time: 1972.37 ms [2022-04-10 17:32:14 main:574] : INFO : Epoch 1955 | loss: 0.0311844 | val_loss: 0.0311893 | Time: 1927.83 ms [2022-04-10 17:32:16 main:574] : INFO : Epoch 1956 | loss: 0.0311839 | val_loss: 0.0311891 | Time: 1960.82 ms [2022-04-10 17:32:18 main:574] : INFO : Epoch 1957 | loss: 0.0311847 | val_loss: 0.0311911 | Time: 1955.77 ms [2022-04-10 17:32:20 main:574] : INFO : Epoch 1958 | loss: 0.0311847 | val_loss: 0.0311894 | Time: 1938.12 ms [2022-04-10 17:32:22 main:574] : INFO : Epoch 1959 | loss: 0.0311841 | val_loss: 0.0311893 | Time: 1933.11 ms [2022-04-10 17:32:24 main:574] : INFO : Epoch 1960 | loss: 0.031184 | val_loss: 0.03119 | Time: 1952.88 ms [2022-04-10 17:32:25 main:574] : INFO : Epoch 1961 | loss: 0.0311842 | val_loss: 0.0311895 | Time: 1967.49 ms [2022-04-10 17:32:27 main:574] : INFO : Epoch 1962 | loss: 0.031184 | val_loss: 0.0311891 | Time: 1931.72 ms [2022-04-10 17:32:29 main:574] : INFO : Epoch 1963 | loss: 0.0311845 | val_loss: 0.0311895 | Time: 1961.62 ms [2022-04-10 17:32:31 main:574] : INFO : Epoch 1964 | loss: 0.0311844 | val_loss: 0.0311888 | Time: 1954.67 ms [2022-04-10 17:32:33 main:574] : INFO : Epoch 1965 | loss: 0.0311844 | val_loss: 0.0311899 | Time: 1941.16 ms [2022-04-10 17:32:35 main:574] : INFO : Epoch 1966 | loss: 0.0311841 | val_loss: 0.0311894 | Time: 1959.16 ms [2022-04-10 17:32:37 main:574] : INFO : Epoch 1967 | loss: 0.0311839 | val_loss: 0.0311909 | Time: 1943.83 ms [2022-04-10 17:32:39 main:574] : INFO : Epoch 1968 | loss: 0.0311851 | val_loss: 0.0311903 | Time: 1946.63 ms [2022-04-10 17:32:41 main:574] : INFO : Epoch 1969 | loss: 0.0311843 | val_loss: 0.0311899 | Time: 1953.52 ms [2022-04-10 17:32:43 main:574] : INFO : Epoch 1970 | loss: 0.0311846 | val_loss: 0.0311895 | Time: 1960.43 ms [2022-04-10 17:32:45 main:574] : INFO : Epoch 1971 | loss: 0.0311845 | val_loss: 0.0311893 | Time: 1906.02 ms [2022-04-10 17:32:47 main:574] : INFO : Epoch 1972 | loss: 0.0311836 | val_loss: 0.0311894 | Time: 1952.95 ms [2022-04-10 17:32:49 main:574] : INFO : Epoch 1973 | loss: 0.0311835 | val_loss: 0.0311898 | Time: 1953.58 ms [2022-04-10 17:32:51 main:574] : INFO : Epoch 1974 | loss: 0.0311839 | val_loss: 0.0311906 | Time: 1938.04 ms [2022-04-10 17:32:53 main:574] : INFO : Epoch 1975 | loss: 0.0311842 | val_loss: 0.0311897 | Time: 1959.7 ms [2022-04-10 17:32:55 main:574] : INFO : Epoch 1976 | loss: 0.031184 | val_loss: 0.0311894 | Time: 1954.98 ms [2022-04-10 17:32:57 main:574] : INFO : Epoch 1977 | loss: 0.0311832 | val_loss: 0.0311895 | Time: 1962.36 ms [2022-04-10 17:32:59 main:574] : INFO : Epoch 1978 | loss: 0.0311832 | val_loss: 0.0311913 | Time: 1945.86 ms [2022-04-10 17:33:01 main:574] : INFO : Epoch 1979 | loss: 0.0311831 | val_loss: 0.0311903 | Time: 1956.85 ms [2022-04-10 17:33:03 main:574] : INFO : Epoch 1980 | loss: 0.0311839 | val_loss: 0.0311911 | Time: 1979.82 ms [2022-04-10 17:33:05 main:574] : INFO : Epoch 1981 | loss: 0.0311843 | val_loss: 0.0311914 | Time: 1958.26 ms [2022-04-10 17:33:07 main:574] : INFO : Epoch 1982 | loss: 0.0311839 | val_loss: 0.031191 | Time: 1945.15 ms [2022-04-10 17:33:08 main:574] : INFO : Epoch 1983 | loss: 0.0311832 | val_loss: 0.0311907 | Time: 1933.19 ms [2022-04-10 17:33:10 main:574] : INFO : Epoch 1984 | loss: 0.0311839 | val_loss: 0.031192 | Time: 1954.06 ms [2022-04-10 17:33:12 main:574] : INFO : Epoch 1985 | loss: 0.0311836 | val_loss: 0.031193 | Time: 1936.12 ms [2022-04-10 17:33:14 main:574] : INFO : Epoch 1986 | loss: 0.0311843 | val_loss: 0.0311925 | Time: 1931.45 ms [2022-04-10 17:33:16 main:574] : INFO : Epoch 1987 | loss: 0.0311849 | val_loss: 0.0311924 | Time: 1954.96 ms [2022-04-10 17:33:18 main:574] : INFO : Epoch 1988 | loss: 0.0311847 | val_loss: 0.0311919 | Time: 1940.75 ms [2022-04-10 17:33:20 main:574] : INFO : Epoch 1989 | loss: 0.0311836 | val_loss: 0.0311939 | Time: 1978.28 ms [2022-04-10 17:33:22 main:574] : INFO : Epoch 1990 | loss: 0.031185 | val_loss: 0.0311901 | Time: 1954.82 ms [2022-04-10 17:33:24 main:574] : INFO : Epoch 1991 | loss: 0.0311833 | val_loss: 0.0311903 | Time: 1948.82 ms [2022-04-10 17:33:26 main:574] : INFO : Epoch 1992 | loss: 0.0311833 | val_loss: 0.0311909 | Time: 1975.47 ms [2022-04-10 17:33:28 main:574] : INFO : Epoch 1993 | loss: 0.0311828 | val_loss: 0.0311905 | Time: 1954.84 ms [2022-04-10 17:33:30 main:574] : INFO : Epoch 1994 | loss: 0.0311834 | val_loss: 0.0311909 | Time: 1954.65 ms [2022-04-10 17:33:32 main:574] : INFO : Epoch 1995 | loss: 0.0311845 | val_loss: 0.0311903 | Time: 1927.22 ms [2022-04-10 17:33:34 main:574] : INFO : Epoch 1996 | loss: 0.0311828 | val_loss: 0.031192 | Time: 1951.38 ms [2022-04-10 17:33:36 main:574] : INFO : Epoch 1997 | loss: 0.0311831 | val_loss: 0.0311905 | Time: 1950.79 ms [2022-04-10 17:33:38 main:574] : INFO : Epoch 1998 | loss: 0.0311842 | val_loss: 0.0311918 | Time: 1942.8 ms [2022-04-10 17:33:40 main:574] : INFO : Epoch 1999 | loss: 0.0311837 | val_loss: 0.0311914 | Time: 1941.25 ms [2022-04-10 17:33:42 main:574] : INFO : Epoch 2000 | loss: 0.0311834 | val_loss: 0.0311905 | Time: 1941.94 ms [2022-04-10 17:33:44 main:574] : INFO : Epoch 2001 | loss: 0.0311835 | val_loss: 0.0311911 | Time: 1951.97 ms [2022-04-10 17:33:46 main:574] : INFO : Epoch 2002 | loss: 0.031184 | val_loss: 0.0311904 | Time: 1945.6 ms [2022-04-10 17:33:48 main:574] : INFO : Epoch 2003 | loss: 0.0311844 | val_loss: 0.0311907 | Time: 1985.41 ms [2022-04-10 17:33:50 main:574] : INFO : Epoch 2004 | loss: 0.031184 | val_loss: 0.0311904 | Time: 1975.76 ms [2022-04-10 17:33:52 main:574] : INFO : Epoch 2005 | loss: 0.0311833 | val_loss: 0.0311893 | Time: 1949.41 ms [2022-04-10 17:33:53 main:574] : INFO : Epoch 2006 | loss: 0.031183 | val_loss: 0.0311902 | Time: 1928.49 ms [2022-04-10 17:33:55 main:574] : INFO : Epoch 2007 | loss: 0.031183 | val_loss: 0.0311904 | Time: 1949.94 ms [2022-04-10 17:33:57 main:574] : INFO : Epoch 2008 | loss: 0.0311831 | val_loss: 0.0311902 | Time: 1942.59 ms [2022-04-10 17:33:59 main:574] : INFO : Epoch 2009 | loss: 0.0311828 | val_loss: 0.0311899 | Time: 1942.24 ms [2022-04-10 17:34:01 main:574] : INFO : Epoch 2010 | loss: 0.031183 | val_loss: 0.0311889 | Time: 1979.49 ms [2022-04-10 17:34:03 main:574] : INFO : Epoch 2011 | loss: 0.0311822 | val_loss: 0.0311896 | Time: 1967.65 ms [2022-04-10 17:34:05 main:574] : INFO : Epoch 2012 | loss: 0.0311834 | val_loss: 0.0311895 | Time: 1922.46 ms [2022-04-10 17:34:07 main:574] : INFO : Epoch 2013 | loss: 0.0311826 | val_loss: 0.031189 | Time: 1950.75 ms [2022-04-10 17:34:09 main:574] : INFO : Epoch 2014 | loss: 0.031182 | val_loss: 0.0311901 | Time: 1961.82 ms [2022-04-10 17:34:11 main:574] : INFO : Epoch 2015 | loss: 0.0311827 | val_loss: 0.0311927 | Time: 1943.92 ms [2022-04-10 17:34:13 main:574] : INFO : Epoch 2016 | loss: 0.0311837 | val_loss: 0.0311936 | Time: 1941.28 ms [2022-04-10 17:34:15 main:574] : INFO : Epoch 2017 | loss: 0.0311841 | val_loss: 0.0311891 | Time: 1970.64 ms [2022-04-10 17:34:17 main:574] : INFO : Epoch 2018 | loss: 0.0311838 | val_loss: 0.0311895 | Time: 1959.1 ms [2022-04-10 17:34:19 main:574] : INFO : Epoch 2019 | loss: 0.031183 | val_loss: 0.0311892 | Time: 1978.73 ms [2022-04-10 17:34:21 main:574] : INFO : Epoch 2020 | loss: 0.0311827 | val_loss: 0.0311911 | Time: 1995.26 ms [2022-04-10 17:34:23 main:574] : INFO : Epoch 2021 | loss: 0.031183 | val_loss: 0.0311894 | Time: 1947.56 ms [2022-04-10 17:34:25 main:574] : INFO : Epoch 2022 | loss: 0.0311821 | val_loss: 0.0311903 | Time: 1961.5 ms [2022-04-10 17:34:27 main:574] : INFO : Epoch 2023 | loss: 0.0311821 | val_loss: 0.0311908 | Time: 1963.14 ms [2022-04-10 17:34:29 main:574] : INFO : Epoch 2024 | loss: 0.0311848 | val_loss: 0.0311939 | Time: 1954.31 ms [2022-04-10 17:34:31 main:574] : INFO : Epoch 2025 | loss: 0.0311832 | val_loss: 0.0311897 | Time: 1935.55 ms [2022-04-10 17:34:33 main:574] : INFO : Epoch 2026 | loss: 0.0311828 | val_loss: 0.0311923 | Time: 1936.67 ms [2022-04-10 17:34:35 main:574] : INFO : Epoch 2027 | loss: 0.0311836 | val_loss: 0.0311928 | Time: 1957.16 ms [2022-04-10 17:34:37 main:574] : INFO : Epoch 2028 | loss: 0.0311826 | val_loss: 0.0311942 | Time: 1940.3 ms [2022-04-10 17:34:38 main:574] : INFO : Epoch 2029 | loss: 0.0311825 | val_loss: 0.0311911 | Time: 1940.34 ms [2022-04-10 17:34:40 main:574] : INFO : Epoch 2030 | loss: 0.0311823 | val_loss: 0.0311905 | Time: 1950.46 ms [2022-04-10 17:34:42 main:574] : INFO : Epoch 2031 | loss: 0.0311827 | val_loss: 0.0311903 | Time: 1966.78 ms [2022-04-10 17:34:44 main:574] : INFO : Epoch 2032 | loss: 0.0311822 | val_loss: 0.0311895 | Time: 1951.93 ms [2022-04-10 17:34:46 main:574] : INFO : Epoch 2033 | loss: 0.0311819 | val_loss: 0.0311898 | Time: 1945.74 ms [2022-04-10 17:34:48 main:574] : INFO : Epoch 2034 | loss: 0.031182 | val_loss: 0.0311906 | Time: 1951.4 ms [2022-04-10 17:34:50 main:574] : INFO : Epoch 2035 | loss: 0.0311819 | val_loss: 0.0311941 | Time: 1968.42 ms [2022-04-10 17:34:52 main:574] : INFO : Epoch 2036 | loss: 0.0311844 | val_loss: 0.0311925 | Time: 1969.33 ms [2022-04-10 17:34:54 main:574] : INFO : Epoch 2037 | loss: 0.031183 | val_loss: 0.0311922 | Time: 1949.39 ms [2022-04-10 17:34:56 main:574] : INFO : Epoch 2038 | loss: 0.0311821 | val_loss: 0.0311893 | Time: 1956.26 ms [2022-04-10 17:34:58 main:574] : INFO : Epoch 2039 | loss: 0.0311823 | val_loss: 0.0311911 | Time: 1948.4 ms [2022-04-10 17:35:00 main:574] : INFO : Epoch 2040 | loss: 0.0311847 | val_loss: 0.0311949 | Time: 1966.09 ms [2022-04-10 17:35:02 main:574] : INFO : Epoch 2041 | loss: 0.0311827 | val_loss: 0.0311905 | Time: 1947.09 ms [2022-04-10 17:35:04 main:574] : INFO : Epoch 2042 | loss: 0.031182 | val_loss: 0.03119 | Time: 1960.62 ms [2022-04-10 17:35:06 main:574] : INFO : Epoch 2043 | loss: 0.0311815 | val_loss: 0.0311899 | Time: 1957.72 ms [2022-04-10 17:35:08 main:574] : INFO : Epoch 2044 | loss: 0.0311843 | val_loss: 0.0311895 | Time: 1958.09 ms [2022-04-10 17:35:10 main:574] : INFO : Epoch 2045 | loss: 0.0311833 | val_loss: 0.0311904 | Time: 1962.6 ms [2022-04-10 17:35:12 main:574] : INFO : Epoch 2046 | loss: 0.0311835 | val_loss: 0.0311904 | Time: 1938.86 ms [2022-04-10 17:35:14 main:574] : INFO : Epoch 2047 | loss: 0.0311823 | val_loss: 0.0311889 | Time: 1966.08 ms [2022-04-10 17:35:16 main:574] : INFO : Epoch 2048 | loss: 0.0311817 | val_loss: 0.0311887 | Time: 1955.66 ms [2022-04-10 17:35:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311887 [2022-04-10 17:35:16 main:603] : INFO : Saving end state to config to file [2022-04-10 17:35:16 main:608] : INFO : Success, exiting.. 17:35:16 (34872): 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)