Task 14618626
| Name | ParityModified-1647046505-3632-3-0_1 |
| Workunit | 11230054 |
| Created | 12 Apr 2022, 17:24:05 UTC |
| Sent | 12 Apr 2022, 17:29:16 UTC |
| Report deadline | 20 Apr 2022, 17:29:16 UTC |
| Received | 13 Apr 2022, 13:40:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 7 min 42 sec |
| CPU time | 1 hours 7 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,261.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 81] : INFO : Epoch 1538 | loss: 0.0310686 | val_loss: 0.0311367 | Time: 1967.17 ms [2022-04-13 07:23:43 main:581] : INFO : Epoch 1539 | loss: 0.031071 | val_loss: 0.031135 | Time: 1995.75 ms [2022-04-13 07:23:45 main:581] : INFO : Epoch 1540 | loss: 0.0310692 | val_loss: 0.0311538 | Time: 2041.95 ms [2022-04-13 07:23:47 main:581] : INFO : Epoch 1541 | loss: 0.0310746 | val_loss: 0.0311388 | Time: 2105.71 ms [2022-04-13 07:23:49 main:581] : INFO : Epoch 1542 | loss: 0.0310728 | val_loss: 0.0311319 | Time: 1996.76 ms [2022-04-13 07:23:51 main:581] : INFO : Epoch 1543 | loss: 0.0310756 | val_loss: 0.0311371 | Time: 1966.99 ms [2022-04-13 07:23:53 main:581] : INFO : Epoch 1544 | loss: 0.0310725 | val_loss: 0.0311387 | Time: 1995.62 ms [2022-04-13 07:23:55 main:581] : INFO : Epoch 1545 | loss: 0.0310704 | val_loss: 0.0311318 | Time: 1980.69 ms [2022-04-13 07:23:57 main:581] : INFO : Epoch 1546 | loss: 0.0310712 | val_loss: 0.031143 | Time: 2034 ms [2022-04-13 07:23:59 main:581] : INFO : Epoch 1547 | loss: 0.031071 | val_loss: 0.0311318 | Time: 1965.14 ms [2022-04-13 07:24:01 main:581] : INFO : Epoch 1548 | loss: 0.0310711 | val_loss: 0.031145 | Time: 2020.57 ms [2022-04-13 07:24:03 main:581] : INFO : Epoch 1549 | loss: 0.0310683 | val_loss: 0.031137 | Time: 2032.13 ms [2022-04-13 07:24:05 main:581] : INFO : Epoch 1550 | loss: 0.0310781 | val_loss: 0.0311404 | Time: 2036.22 ms [2022-04-13 07:24:07 main:581] : INFO : Epoch 1551 | loss: 0.031085 | val_loss: 0.0311408 | Time: 1998.11 ms [2022-04-13 07:24:09 main:581] : INFO : Epoch 1552 | loss: 0.0310866 | val_loss: 0.0311398 | Time: 2013.74 ms [2022-04-13 07:24:12 main:581] : INFO : Epoch 1553 | loss: 0.03108 | val_loss: 0.0311377 | Time: 2054.08 ms [2022-04-13 07:24:14 main:581] : INFO : Epoch 1554 | loss: 0.0310757 | val_loss: 0.031138 | Time: 1993.45 ms [2022-04-13 07:24:16 main:581] : INFO : Epoch 1555 | loss: 0.031077 | val_loss: 0.0311446 | Time: 2003.65 ms [2022-04-13 07:24:17 main:581] : INFO : Epoch 1556 | loss: 0.0310744 | val_loss: 0.0311407 | Time: 1975.86 ms [2022-04-13 07:24:19 main:581] : INFO : Epoch 1557 | loss: 0.0310711 | val_loss: 0.0311393 | Time: 1989.8 ms [2022-04-13 07:24:21 main:581] : INFO : Epoch 1558 | loss: 0.0310708 | val_loss: 0.0311282 | Time: 1958.49 ms [2022-04-13 07:24:23 main:581] : INFO : Epoch 1559 | loss: 0.0310735 | val_loss: 0.0311339 | Time: 1989.74 ms [2022-04-13 07:24:25 main:581] : INFO : Epoch 1560 | loss: 0.0310726 | val_loss: 0.0311467 | Time: 1959.37 ms [2022-04-13 07:24:27 main:581] : INFO : Epoch 1561 | loss: 0.0310814 | val_loss: 0.0311566 | Time: 1982.45 ms [2022-04-13 07:24:29 main:581] : INFO : Epoch 1562 | loss: 0.0310926 | val_loss: 0.0311461 | Time: 2023.92 ms [2022-04-13 07:24:31 main:581] : INFO : Epoch 1563 | loss: 0.0311042 | val_loss: 0.0311496 | Time: 1976.67 ms [2022-04-13 07:24:33 main:581] : INFO : Epoch 1564 | loss: 0.0310932 | val_loss: 0.031136 | Time: 2011.63 ms [2022-04-13 07:24:35 main:581] : INFO : Epoch 1565 | loss: 0.0310847 | val_loss: 0.0311517 | Time: 1978.62 ms [2022-04-13 07:24:37 main:581] : INFO : Epoch 1566 | loss: 0.0310825 | val_loss: 0.0311366 | Time: 1991.98 ms [2022-04-13 07:24:39 main:581] : INFO : Epoch 1567 | loss: 0.0310847 | val_loss: 0.0311399 | Time: 2004.64 ms [2022-04-13 07:24:41 main:581] : INFO : Epoch 1568 | loss: 0.0310808 | val_loss: 0.0311379 | Time: 1913.96 ms [2022-04-13 07:24:43 main:581] : INFO : Epoch 1569 | loss: 0.0310793 | val_loss: 0.0311411 | Time: 1979.01 ms [2022-04-13 07:24:45 main:581] : INFO : Epoch 1570 | loss: 0.0310804 | val_loss: 0.0311451 | Time: 2019.14 ms [2022-04-13 07:24:47 main:581] : INFO : Epoch 1571 | loss: 0.0310867 | val_loss: 0.0311418 | Time: 1985.6 ms [2022-04-13 07:24:49 main:581] : INFO : Epoch 1572 | loss: 0.0310889 | val_loss: 0.0311369 | Time: 1951.75 ms [2022-04-13 07:24:51 main:581] : INFO : Epoch 1573 | loss: 0.0310881 | val_loss: 0.0311313 | Time: 1974.06 ms [2022-04-13 07:24:53 main:581] : INFO : Epoch 1574 | loss: 0.0310857 | val_loss: 0.0311338 | Time: 2096.07 ms [2022-04-13 07:24:55 main:581] : INFO : Epoch 1575 | loss: 0.0310848 | val_loss: 0.0311298 | Time: 2027.55 ms [2022-04-13 07:24:57 main:581] : INFO : Epoch 1576 | loss: 0.0310839 | val_loss: 0.0311298 | Time: 1953.29 ms [2022-04-13 07:24:59 main:581] : INFO : Epoch 1577 | loss: 0.0310812 | val_loss: 0.0311367 | Time: 1963.52 ms [2022-04-13 07:25:01 main:581] : INFO : Epoch 1578 | loss: 0.0310821 | val_loss: 0.0311343 | Time: 1983.55 ms [2022-04-13 07:25:03 main:581] : INFO : Epoch 1579 | loss: 0.0310824 | val_loss: 0.0311367 | Time: 1981.38 ms [2022-04-13 07:25:05 main:581] : INFO : Epoch 1580 | loss: 0.0310818 | val_loss: 0.0311382 | Time: 1983.97 ms [2022-04-13 07:25:07 main:581] : INFO : Epoch 1581 | loss: 0.0310744 | val_loss: 0.0311404 | Time: 1935.3 ms [2022-04-13 07:25:09 main:581] : INFO : Epoch 1582 | loss: 0.0310755 | val_loss: 0.0311485 | Time: 1985.72 ms [2022-04-13 07:25:11 main:581] : INFO : Epoch 1583 | loss: 0.0310797 | val_loss: 0.0311538 | Time: 2020.28 ms [2022-04-13 07:25:13 main:581] : INFO : Epoch 1584 | loss: 0.0310771 | val_loss: 0.031137 | Time: 1961.99 ms [2022-04-13 07:25:15 main:581] : INFO : Epoch 1585 | loss: 0.0310738 | val_loss: 0.0311493 | Time: 1939.62 ms [2022-04-13 07:25:17 main:581] : INFO : Epoch 1586 | loss: 0.0310743 | val_loss: 0.0311428 | Time: 1982.43 ms [2022-04-13 07:25:19 main:581] : INFO : Epoch 1587 | loss: 0.0310751 | val_loss: 0.0311419 | Time: 2036.56 ms [2022-04-13 07:25:21 main:581] : INFO : Epoch 1588 | loss: 0.0310769 | val_loss: 0.0311414 | Time: 2055.96 ms [2022-04-13 07:25:23 main:581] : INFO : Epoch 1589 | loss: 0.0310802 | val_loss: 0.0311264 | Time: 1970.07 ms [2022-04-13 07:25:25 main:581] : INFO : Epoch 1590 | loss: 0.0310827 | val_loss: 0.0311379 | Time: 1975.44 ms [2022-04-13 07:25:27 main:581] : INFO : Epoch 1591 | loss: 0.0310753 | val_loss: 0.0311536 | Time: 1888.93 ms [2022-04-13 07:25:29 main:581] : INFO : Epoch 1592 | loss: 0.0310824 | val_loss: 0.0311506 | Time: 1974.62 ms [2022-04-13 07:25:31 main:581] : INFO : Epoch 1593 | loss: 0.0310841 | val_loss: 0.031136 | Time: 2024.43 ms [2022-04-13 07:25:33 main:581] : INFO : Epoch 1594 | loss: 0.0310764 | val_loss: 0.0311462 | Time: 1979.77 ms [2022-04-13 07:25:35 main:581] : INFO : Epoch 1595 | loss: 0.0310823 | val_loss: 0.0311333 | Time: 1947.72 ms [2022-04-13 07:25:37 main:581] : INFO : Epoch 1596 | loss: 0.0310779 | val_loss: 0.0311341 | Time: 1977.7 ms [2022-04-13 07:25:39 main:581] : INFO : Epoch 1597 | loss: 0.0310799 | val_loss: 0.0311407 | Time: 2009.18 ms [2022-04-13 07:25:41 main:581] : INFO : Epoch 1598 | loss: 0.0310772 | val_loss: 0.0311392 | Time: 1984.74 ms [2022-04-13 07:25:43 main:581] : INFO : Epoch 1599 | loss: 0.0310705 | val_loss: 0.0311391 | Time: 1977.65 ms [2022-04-13 07:25:45 main:581] : INFO : Epoch 1600 | loss: 0.0310698 | val_loss: 0.0311389 | Time: 1948.05 ms [2022-04-13 07:25:47 main:581] : INFO : Epoch 1601 | loss: 0.0310724 | val_loss: 0.0311374 | Time: 1968.04 ms [2022-04-13 07:25:49 main:581] : INFO : Epoch 1602 | loss: 0.0310708 | val_loss: 0.0311413 | Time: 1999.85 ms [2022-04-13 07:25:51 main:581] : INFO : Epoch 1603 | loss: 0.0310768 | val_loss: 0.031139 | Time: 1936.86 ms [2022-04-13 07:25:53 main:581] : INFO : Epoch 1604 | loss: 0.0310772 | val_loss: 0.0311462 | Time: 1999.47 ms [2022-04-13 07:25:55 main:581] : INFO : Epoch 1605 | loss: 0.0310836 | val_loss: 0.0311427 | Time: 1947.58 ms [2022-04-13 07:25:57 main:581] : INFO : Epoch 1606 | loss: 0.0310802 | val_loss: 0.0311312 | Time: 2006.8 ms [2022-04-13 07:25:59 main:581] : INFO : Epoch 1607 | loss: 0.0310759 | val_loss: 0.0311342 | Time: 2014.65 ms [2022-04-13 07:26:01 main:581] : INFO : Epoch 1608 | loss: 0.0310739 | val_loss: 0.0311322 | Time: 2021.54 ms [2022-04-13 07:26:03 main:581] : INFO : Epoch 1609 | loss: 0.0310724 | val_loss: 0.0311349 | Time: 1938 ms [2022-04-13 07:26:05 main:581] : INFO : Epoch 1610 | loss: 0.0310721 | val_loss: 0.0311471 | Time: 1921.07 ms [2022-04-13 07:26:07 main:581] : INFO : Epoch 1611 | loss: 0.0310768 | val_loss: 0.031143 | Time: 1992.66 ms [2022-04-13 07:26:09 main:581] : INFO : Epoch 1612 | loss: 0.0310734 | val_loss: 0.0311376 | Time: 2067.36 ms [2022-04-13 07:26:11 main:581] : INFO : Epoch 1613 | loss: 0.0310705 | val_loss: 0.0311356 | Time: 2075.43 ms [2022-04-13 07:26:13 main:581] : INFO : Epoch 1614 | loss: 0.0310686 | val_loss: 0.0311427 | Time: 2087.65 ms [2022-04-13 07:26:15 main:581] : INFO : Epoch 1615 | loss: 0.0310696 | val_loss: 0.031136 | Time: 1921.2 ms [2022-04-13 07:26:17 main:581] : INFO : Epoch 1616 | loss: 0.0310729 | val_loss: 0.0311388 | Time: 1953.72 ms [2022-04-13 07:26:19 main:581] : INFO : Epoch 1617 | loss: 0.0310765 | val_loss: 0.0311349 | Time: 1985.97 ms [2022-04-13 07:26:21 main:581] : INFO : Epoch 1618 | loss: 0.0310693 | val_loss: 0.0311409 | Time: 1985.97 ms [2022-04-13 07:26:23 main:581] : INFO : Epoch 1619 | loss: 0.0310742 | val_loss: 0.031133 | Time: 1965.12 ms [2022-04-13 07:26:25 main:581] : INFO : Epoch 1620 | loss: 0.0310869 | val_loss: 0.0311491 | Time: 2053.64 ms [2022-04-13 07:26:27 main:581] : INFO : Epoch 1621 | loss: 0.0310878 | val_loss: 0.0311468 | Time: 2007.68 ms [2022-04-13 07:26:29 main:581] : INFO : Epoch 1622 | loss: 0.0321532 | val_loss: 0.0425734 | Time: 1993.01 ms [2022-04-13 07:26:31 main:581] : INFO : Epoch 1623 | loss: 0.034267 | val_loss: 0.0317161 | Time: 1973.48 ms [2022-04-13 07:26:33 main:581] : INFO : Epoch 1624 | loss: 0.0324707 | val_loss: 0.0316947 | Time: 2040.28 ms [2022-04-13 07:26:35 main:581] : INFO : Epoch 1625 | loss: 0.0313985 | val_loss: 0.0312916 | Time: 1919.14 ms [2022-04-13 07:26:37 main:581] : INFO : Epoch 1626 | loss: 0.0312742 | val_loss: 0.0312569 | Time: 1950.41 ms [2022-04-13 07:26:38 main:581] : INFO : Epoch 1627 | loss: 0.0312514 | val_loss: 0.0312454 | Time: 1963.07 ms [2022-04-13 07:26:41 main:581] : INFO : Epoch 1628 | loss: 0.0312412 | val_loss: 0.0312352 | Time: 2055.57 ms [2022-04-13 07:26:43 main:581] : INFO : Epoch 1629 | loss: 0.0312261 | val_loss: 0.0312141 | Time: 2010.8 ms [2022-04-13 07:26:45 main:581] : INFO : Epoch 1630 | loss: 0.031201 | val_loss: 0.0311842 | Time: 1983.41 ms [2022-04-13 07:26:47 main:581] : INFO : Epoch 1631 | loss: 0.0311627 | val_loss: 0.0311444 | Time: 2017.4 ms [2022-04-13 07:26:48 main:581] : INFO : Epoch 1632 | loss: 0.0311213 | val_loss: 0.0311229 | Time: 1925.15 ms [2022-04-13 07:26:50 main:581] : INFO : Epoch 1633 | loss: 0.0311004 | val_loss: 0.0311198 | Time: 1976.96 ms [2022-04-13 07:26:52 main:581] : INFO : Epoch 1634 | loss: 0.0310954 | val_loss: 0.0311179 | Time: 1995.79 ms [2022-04-13 07:26:54 main:581] : INFO : Epoch 1635 | loss: 0.0310963 | val_loss: 0.0311227 | Time: 1980.7 ms [2022-04-13 07:26:56 main:581] : INFO : Epoch 1636 | loss: 0.0310935 | val_loss: 0.0311161 | Time: 2033.73 ms [2022-04-13 07:26:58 main:581] : INFO : Epoch 1637 | loss: 0.0310903 | val_loss: 0.0311221 | Time: 1929.91 ms [2022-04-13 07:27:00 main:581] : INFO : Epoch 1638 | loss: 0.0310954 | val_loss: 0.0311241 | Time: 2009.47 ms [2022-04-13 07:27:02 main:581] : INFO : Epoch 1639 | loss: 0.0310979 | val_loss: 0.0311305 | Time: 2007.03 ms [2022-04-13 07:27:04 main:581] : INFO : Epoch 1640 | loss: 0.0310973 | val_loss: 0.0311284 | Time: 2067.83 ms [2022-04-13 07:27:06 main:581] : INFO : Epoch 1641 | loss: 0.031097 | val_loss: 0.0311297 | Time: 2018.07 ms [2022-04-13 07:27:09 main:581] : INFO : Epoch 1642 | loss: 0.0310942 | val_loss: 0.0311312 | Time: 2027.48 ms [2022-04-13 07:27:10 main:581] : INFO : Epoch 1643 | loss: 0.0310959 | val_loss: 0.0311308 | Time: 1965.81 ms [2022-04-13 07:27:12 main:581] : INFO : Epoch 1644 | loss: 0.0310951 | val_loss: 0.0311239 | Time: 1977.44 ms [2022-04-13 07:27:14 main:581] : INFO : Epoch 1645 | loss: 0.0310916 | val_loss: 0.031121 | Time: 1960.56 ms [2022-04-13 07:27:16 main:581] : INFO : Epoch 1646 | loss: 0.0310914 | val_loss: 0.0311253 | Time: 1984.08 ms [2022-04-13 07:27:18 main:581] : INFO : Epoch 1647 | loss: 0.0310895 | val_loss: 0.0311242 | Time: 2021.34 ms [2022-04-13 07:27:20 main:581] : INFO : Epoch 1648 | loss: 0.0310905 | val_loss: 0.0311223 | Time: 2017.66 ms [2022-04-13 07:27:22 main:581] : INFO : Epoch 1649 | loss: 0.03109 | val_loss: 0.0311196 | Time: 1969.89 ms [2022-04-13 07:27:24 main:581] : INFO : Epoch 1650 | loss: 0.0310911 | val_loss: 0.0311217 | Time: 1998.61 ms [2022-04-13 07:27:26 main:581] : INFO : Epoch 1651 | loss: 0.031089 | val_loss: 0.031123 | Time: 1953.74 ms [2022-04-13 07:27:28 main:581] : INFO : Epoch 1652 | loss: 0.0310893 | val_loss: 0.0311334 | Time: 2013.85 ms [2022-04-13 07:27:30 main:581] : INFO : Epoch 1653 | loss: 0.031086 | val_loss: 0.0311239 | Time: 2061.27 ms [2022-04-13 07:27:32 main:581] : INFO : Epoch 1654 | loss: 0.0310848 | val_loss: 0.0311261 | Time: 1928 ms [2022-04-13 07:27:34 main:581] : INFO : Epoch 1655 | loss: 0.0310851 | val_loss: 0.0311212 | Time: 1998.18 ms [2022-04-13 07:27:36 main:581] : INFO : Epoch 1656 | loss: 0.0310832 | val_loss: 0.0311244 | Time: 2011.06 ms [2022-04-13 07:27:38 main:581] : INFO : Epoch 1657 | loss: 0.0310893 | val_loss: 0.0311187 | Time: 2015.4 ms [2022-04-13 07:27:40 main:581] : INFO : Epoch 1658 | loss: 0.0310887 | val_loss: 0.031119 | Time: 2028.35 ms [2022-04-13 07:27:42 main:581] : INFO : Epoch 1659 | loss: 0.0310856 | val_loss: 0.0311193 | Time: 2009.21 ms [2022-04-13 07:27:44 main:581] : INFO : Epoch 1660 | loss: 0.0310857 | val_loss: 0.0311193 | Time: 1988.82 ms [2022-04-13 07:27:46 main:581] : INFO : Epoch 1661 | loss: 0.0310866 | val_loss: 0.0311255 | Time: 1975.54 ms [2022-04-13 07:27:48 main:581] : INFO : Epoch 1662 | loss: 0.0310911 | val_loss: 0.0311275 | Time: 1955.29 ms [2022-04-13 07:27:50 main:581] : INFO : Epoch 1663 | loss: 0.0310895 | val_loss: 0.0311225 | Time: 1970.84 ms [2022-04-13 07:27:52 main:581] : INFO : Epoch 1664 | loss: 0.0310888 | val_loss: 0.0311163 | Time: 1961.53 ms [2022-04-13 07:27:54 main:581] : INFO : Epoch 1665 | loss: 0.0310864 | val_loss: 0.0311181 | Time: 2004.01 ms [2022-04-13 07:27:56 main:581] : INFO : Epoch 1666 | loss: 0.0310856 | val_loss: 0.0311188 | Time: 1967.13 ms [2022-04-13 07:27:58 main:581] : INFO : Epoch 1667 | loss: 0.0310855 | val_loss: 0.0311167 | Time: 1963.45 ms [2022-04-13 07:28:00 main:581] : INFO : Epoch 1668 | loss: 0.0310859 | val_loss: 0.0311198 | Time: 1960.68 ms [2022-04-13 07:28:02 main:581] : INFO : Epoch 1669 | loss: 0.0310854 | val_loss: 0.0311167 | Time: 1986.57 ms [2022-04-13 07:28:04 main:581] : INFO : Epoch 1670 | loss: 0.0310844 | val_loss: 0.0311177 | Time: 1964.52 ms [2022-04-13 07:28:06 main:581] : INFO : Epoch 1671 | loss: 0.0310858 | val_loss: 0.0311251 | Time: 2015.64 ms [2022-04-13 07:28:08 main:581] : INFO : Epoch 1672 | loss: 0.0310864 | val_loss: 0.0311192 | Time: 1964.8 ms [2022-04-13 07:28:10 main:581] : INFO : Epoch 1673 | loss: 0.0310841 | val_loss: 0.0311162 | Time: 1998.35 ms [2022-04-13 07:28:12 main:581] : INFO : Epoch 1674 | loss: 0.0310885 | val_loss: 0.0311142 | Time: 2013.61 ms [2022-04-13 07:28:14 main:581] : INFO : Epoch 1675 | loss: 0.0310868 | val_loss: 0.0311224 | Time: 1983.45 ms [2022-04-13 07:28:16 main:581] : INFO : Epoch 1676 | loss: 0.0310872 | val_loss: 0.0311227 | Time: 2004.14 ms [2022-04-13 07:28:18 main:581] : INFO : Epoch 1677 | loss: 0.0310833 | val_loss: 0.0311171 | Time: 1955.83 ms [2022-04-13 07:28:20 main:581] : INFO : Epoch 1678 | loss: 0.0310832 | val_loss: 0.0311173 | Time: 2018.45 ms [2022-04-13 07:28:22 main:581] : INFO : Epoch 1679 | loss: 0.0310831 | val_loss: 0.031122 | Time: 1959.39 ms [2022-04-13 07:28:24 main:581] : INFO : Epoch 1680 | loss: 0.0310835 | val_loss: 0.0311169 | Time: 1953.67 ms [2022-04-13 07:28:26 main:581] : INFO : Epoch 1681 | loss: 0.0310862 | val_loss: 0.0311175 | Time: 2009.55 ms [2022-04-13 07:28:28 main:581] : INFO : Epoch 1682 | loss: 0.0310817 | val_loss: 0.0311214 | Time: 1980.02 ms [2022-04-13 07:28:30 main:581] : INFO : Epoch 1683 | loss: 0.0310877 | val_loss: 0.0311257 | Time: 1930.96 ms [2022-04-13 07:28:32 main:581] : INFO : Epoch 1684 | loss: 0.0310899 | val_loss: 0.0311167 | Time: 1992.83 ms [2022-04-13 07:28:34 main:581] : INFO : Epoch 1685 | loss: 0.0310873 | val_loss: 0.0311252 | Time: 1956.66 ms [2022-04-13 07:28:36 main:581] : INFO : Epoch 1686 | loss: 0.0310823 | val_loss: 0.0311186 | Time: 1884.58 ms [2022-04-13 07:28:38 main:581] : INFO : Epoch 1687 | loss: 0.0310828 | val_loss: 0.0311203 | Time: 1981.06 ms [2022-04-13 07:28:40 main:581] : INFO : Epoch 1688 | loss: 0.0310809 | val_loss: 0.0311181 | Time: 1981.74 ms [2022-04-13 07:28:42 main:581] : INFO : Epoch 1689 | loss: 0.03108 | val_loss: 0.0311179 | Time: 1974.98 ms [2022-04-13 07:28:44 main:581] : INFO : Epoch 1690 | loss: 0.0310828 | val_loss: 0.0311233 | Time: 1940.27 ms [2022-04-13 07:28:46 main:581] : INFO : Epoch 1691 | loss: 0.0310814 | val_loss: 0.0311214 | Time: 1966.9 ms [2022-04-13 07:28:48 main:581] : INFO : Epoch 1692 | loss: 0.0310856 | val_loss: 0.0311199 | Time: 2013.37 ms [2022-04-13 07:28:50 main:581] : INFO : Epoch 1693 | loss: 0.0310825 | val_loss: 0.0311251 | Time: 2059.34 ms [2022-04-13 07:28:52 main:581] : INFO : Epoch 1694 | loss: 0.0310838 | val_loss: 0.0311233 | Time: 1959.92 ms [2022-04-13 07:28:54 main:581] : INFO : Epoch 1695 | loss: 0.031081 | val_loss: 0.0311172 | Time: 1961.52 ms [2022-04-13 07:28:56 main:581] : INFO : Epoch 1696 | loss: 0.0310813 | val_loss: 0.0311177 | Time: 1980.69 ms [2022-04-13 07:28:58 main:581] : INFO : Epoch 1697 | loss: 0.0310788 | val_loss: 0.0311202 | Time: 2009.66 ms [2022-04-13 07:29:00 main:581] : INFO : Epoch 1698 | loss: 0.031083 | val_loss: 0.0311186 | Time: 1977.26 ms [2022-04-13 07:29:02 main:581] : INFO : Epoch 1699 | loss: 0.0310834 | val_loss: 0.0311241 | Time: 1910.28 ms [2022-04-13 07:29:03 main:581] : INFO : Epoch 1700 | loss: 0.0310893 | val_loss: 0.0311264 | Time: 1967.51 ms [2022-04-13 07:29:05 main:581] : INFO : Epoch 1701 | loss: 0.0310921 | val_loss: 0.0311278 | Time: 1944.61 ms [2022-04-13 07:29:07 main:581] : INFO : Epoch 1702 | loss: 0.0310888 | val_loss: 0.0311231 | Time: 2034.95 ms [2022-04-13 07:29:09 main:581] : INFO : Epoch 1703 | loss: 0.0310881 | val_loss: 0.0311148 | Time: 1951.77 ms [2022-04-13 07:29:11 main:581] : INFO : Epoch 1704 | loss: 0.031086 | val_loss: 0.0311214 | Time: 1989.39 ms [2022-04-13 07:29:13 main:581] : INFO : Epoch 1705 | loss: 0.0310851 | val_loss: 0.0311245 | Time: 1990.16 ms [2022-04-13 07:29:16 main:581] : INFO : Epoch 1706 | loss: 0.0310839 | val_loss: 0.0311245 | Time: 2121.03 ms [2022-04-13 07:29:17 main:581] : INFO : Epoch 1707 | loss: 0.0310954 | val_loss: 0.0311294 | Time: 1947.64 ms [2022-04-13 07:29:19 main:581] : INFO : Epoch 1708 | loss: 0.0311134 | val_loss: 0.0311249 | Time: 2009.25 ms [2022-04-13 07:29:21 main:581] : INFO : Epoch 1709 | loss: 0.0311064 | val_loss: 0.0311217 | Time: 1956.94 ms [2022-04-13 07:29:23 main:581] : INFO : Epoch 1710 | loss: 0.031101 | val_loss: 0.0311223 | Time: 1980.95 ms [2022-04-13 07:29:25 main:581] : INFO : Epoch 1711 | loss: 0.0310953 | val_loss: 0.0311216 | Time: 1940.63 ms [2022-04-13 07:29:27 main:581] : INFO : Epoch 1712 | loss: 0.0310951 | val_loss: 0.0311173 | Time: 2015.81 ms [2022-04-13 07:29:29 main:581] : INFO : Epoch 1713 | loss: 0.0310965 | val_loss: 0.0311174 | Time: 2002.82 ms [2022-04-13 07:29:31 main:581] : INFO : Epoch 1714 | loss: 0.0310906 | val_loss: 0.0311175 | Time: 1924.2 ms [2022-04-13 07:29:33 main:581] : INFO : Epoch 1715 | loss: 0.0310899 | val_loss: 0.0311176 | Time: 1947.5 ms [2022-04-13 07:29:35 main:581] : INFO : Epoch 1716 | loss: 0.0310904 | val_loss: 0.0311199 | Time: 1991.99 ms [2022-04-13 07:29:37 main:581] : INFO : Epoch 1717 | loss: 0.0310933 | val_loss: 0.0311291 | Time: 1964.6 ms [2022-04-13 07:29:39 main:581] : INFO : Epoch 1718 | loss: 0.0310943 | val_loss: 0.0311188 | Time: 1932.63 ms [2022-04-13 07:29:41 main:581] : INFO : Epoch 1719 | loss: 0.0310928 | val_loss: 0.0311402 | Time: 2016.92 ms [2022-04-13 07:29:43 main:581] : INFO : Epoch 1720 | loss: 0.0310899 | val_loss: 0.0311272 | Time: 1953.62 ms [2022-04-13 07:29:45 main:581] : INFO : Epoch 1721 | loss: 0.0310905 | val_loss: 0.03112 | Time: 1973.96 ms [2022-04-13 07:29:47 main:581] : INFO : Epoch 1722 | loss: 0.0310849 | val_loss: 0.0311179 | Time: 1936.42 ms [2022-04-13 07:29:49 main:581] : INFO : Epoch 1723 | loss: 0.0310872 | val_loss: 0.0311216 | Time: 1994.82 ms [2022-04-13 07:29:51 main:581] : INFO : Epoch 1724 | loss: 0.031087 | val_loss: 0.0311228 | Time: 1971.09 ms [2022-04-13 07:29:53 main:581] : INFO : Epoch 1725 | loss: 0.0310854 | val_loss: 0.0311251 | Time: 1991.63 ms [2022-04-13 07:29:55 main:581] : INFO : Epoch 1726 | loss: 0.0310853 | val_loss: 0.0311253 | Time: 1954.12 ms [2022-04-13 07:29:57 main:581] : INFO : Epoch 1727 | loss: 0.0310847 | val_loss: 0.0311273 | Time: 1938.67 ms [2022-04-13 07:29:59 main:581] : INFO : Epoch 1728 | loss: 0.0310881 | val_loss: 0.0311269 | Time: 1975.41 ms [2022-04-13 07:30:01 main:581] : INFO : Epoch 1729 | loss: 0.0310864 | val_loss: 0.0311197 | Time: 1967.85 ms [2022-04-13 07:30:03 main:581] : INFO : Epoch 1730 | loss: 0.0310854 | val_loss: 0.0311233 | Time: 1924.35 ms [2022-04-13 07:30:05 main:581] : INFO : Epoch 1731 | loss: 0.0310826 | val_loss: 0.0311226 | Time: 1966.87 ms [2022-04-13 07:30:07 main:581] : INFO : Epoch 1732 | loss: 0.0310841 | val_loss: 0.0311347 | Time: 1953.62 ms [2022-04-13 07:30:09 main:581] : INFO : Epoch 1733 | loss: 0.0310884 | val_loss: 0.0311237 | Time: 1949.8 ms [2022-04-13 07:30:11 main:581] : INFO : Epoch 1734 | loss: 0.031082 | val_loss: 0.0311241 | Time: 1993.12 ms [2022-04-13 07:30:13 main:581] : INFO : Epoch 1735 | loss: 0.0310823 | val_loss: 0.0311231 | Time: 1975.24 ms [2022-04-13 07:30:15 main:581] : INFO : Epoch 1736 | loss: 0.0310816 | val_loss: 0.0311274 | Time: 1984.58 ms [2022-04-13 07:30:16 main:581] : INFO : Epoch 1737 | loss: 0.0310843 | val_loss: 0.0311347 | Time: 1926.5 ms [2022-04-13 07:30:18 main:581] : INFO : Epoch 1738 | loss: 0.0310882 | val_loss: 0.0311317 | Time: 1965.82 ms [2022-04-13 07:30:20 main:581] : INFO : Epoch 1739 | loss: 0.0310825 | val_loss: 0.0311386 | Time: 1980.02 ms [2022-04-13 07:30:22 main:581] : INFO : Epoch 1740 | loss: 0.0310889 | val_loss: 0.0311235 | Time: 1984.33 ms [2022-04-13 07:30:24 main:581] : INFO : Epoch 1741 | loss: 0.0310807 | val_loss: 0.0311238 | Time: 1916.18 ms [2022-04-13 07:30:26 main:581] : INFO : Epoch 1742 | loss: 0.0310787 | val_loss: 0.0311223 | Time: 1968.31 ms [2022-04-13 07:30:28 main:581] : INFO : Epoch 1743 | loss: 0.0310779 | val_loss: 0.0311232 | Time: 1940.09 ms [2022-04-13 07:30:30 main:581] : INFO : Epoch 1744 | loss: 0.0310762 | val_loss: 0.0311259 | Time: 1942.75 ms [2022-04-13 07:30:32 main:581] : INFO : Epoch 1745 | loss: 0.0310779 | val_loss: 0.0311327 | Time: 1929.25 ms [2022-04-13 07:30:34 main:581] : INFO : Epoch 1746 | loss: 0.0310799 | val_loss: 0.0311289 | Time: 1975.29 ms [2022-04-13 07:30:36 main:581] : INFO : Epoch 1747 | loss: 0.0310811 | val_loss: 0.0311374 | Time: 1972.93 ms [2022-04-13 07:30:38 main:581] : INFO : Epoch 1748 | loss: 0.0310957 | val_loss: 0.0311243 | Time: 1965.31 ms [2022-04-13 07:30:40 main:581] : INFO : Epoch 1749 | loss: 0.0310921 | val_loss: 0.0311252 | Time: 1973.6 ms [2022-04-13 07:30:42 main:581] : INFO : Epoch 1750 | loss: 0.0310872 | val_loss: 0.0311271 | Time: 1937.7 ms [2022-04-13 07:30:44 main:581] : INFO : Epoch 1751 | loss: 0.0310898 | val_loss: 0.0311239 | Time: 1973.71 ms [2022-04-13 07:30:46 main:581] : INFO : Epoch 1752 | loss: 0.0310821 | val_loss: 0.0311267 | Time: 1970.82 ms [2022-04-13 07:30:48 main:581] : INFO : Epoch 1753 | loss: 0.0310801 | val_loss: 0.0311342 | Time: 1925.58 ms [2022-04-13 07:30:50 main:581] : INFO : Epoch 1754 | loss: 0.0310801 | val_loss: 0.0311272 | Time: 1982.05 ms [2022-04-13 07:30:52 main:581] : INFO : Epoch 1755 | loss: 0.0310783 | val_loss: 0.0311274 | Time: 1959.02 ms [2022-04-13 07:30:54 main:581] : INFO : Epoch 1756 | loss: 0.0311044 | val_loss: 0.0311427 | Time: 2056.78 ms [2022-04-13 07:30:56 main:581] : INFO : Epoch 1757 | loss: 0.0311191 | val_loss: 0.0311372 | Time: 1942.55 ms [2022-04-13 07:30:58 main:581] : INFO : Epoch 1758 | loss: 0.0311163 | val_loss: 0.0311234 | Time: 2105.4 ms [2022-04-13 07:31:00 main:581] : INFO : Epoch 1759 | loss: 0.0311083 | val_loss: 0.0311247 | Time: 2057.05 ms [2022-04-13 07:31:02 main:581] : INFO : Epoch 1760 | loss: 0.0311043 | val_loss: 0.031124 | Time: 2018.88 ms [2022-04-13 07:31:04 main:581] : INFO : Epoch 1761 | loss: 0.0311059 | val_loss: 0.0311289 | Time: 2066.4 ms [2022-04-13 07:31:06 main:581] : INFO : Epoch 1762 | loss: 0.0311008 | val_loss: 0.0311378 | Time: 2009.26 ms [2022-04-13 07:31:08 main:581] : INFO : Epoch 1763 | loss: 0.0310981 | val_loss: 0.0311231 | Time: 2065.51 ms [2022-04-13 07:31:10 main:581] : INFO : Epoch 1764 | loss: 0.0310937 | val_loss: 0.0311286 | Time: 2028.17 ms [2022-04-13 07:31:12 main:581] : INFO : Epoch 1765 | loss: 0.0310922 | val_loss: 0.0311245 | Time: 1942.24 ms [2022-04-13 07:31:14 main:581] : INFO : Epoch 1766 | loss: 0.0310907 | val_loss: 0.0311249 | Time: 2006.2 ms [2022-04-13 07:31:16 main:581] : INFO : Epoch 1767 | loss: 0.0310887 | val_loss: 0.031126 | Time: 1968.62 ms [2022-04-13 07:31:18 main:581] : INFO : Epoch 1768 | loss: 0.0310857 | val_loss: 0.0311318 | Time: 2057.97 ms [2022-04-13 07:31:20 main:581] : INFO : Epoch 1769 | loss: 0.0310889 | val_loss: 0.0311251 | Time: 2047.8 ms [2022-04-13 07:31:22 main:581] : INFO : Epoch 1770 | loss: 0.0310891 | val_loss: 0.0311198 | Time: 1985.84 ms [2022-04-13 07:31:24 main:581] : INFO : Epoch 1771 | loss: 0.0310902 | val_loss: 0.0311217 | Time: 2098.48 ms [2022-04-13 07:31:26 main:581] : INFO : Epoch 1772 | loss: 0.0310863 | val_loss: 0.0311268 | Time: 1987.33 ms [2022-04-13 07:31:28 main:581] : INFO : Epoch 1773 | loss: 0.0310881 | val_loss: 0.0311227 | Time: 1939.55 ms [2022-04-13 07:31:30 main:581] : INFO : Epoch 1774 | loss: 0.0310867 | val_loss: 0.0311232 | Time: 1965.39 ms [2022-04-13 07:31:32 main:581] : INFO : Epoch 1775 | loss: 0.0310836 | val_loss: 0.0311241 | Time: 2002.72 ms [2022-04-13 07:31:34 main:581] : INFO : Epoch 1776 | loss: 0.0310808 | val_loss: 0.0311213 | Time: 1966.03 ms [2022-04-13 07:31:36 main:581] : INFO : Epoch 1777 | loss: 0.0310812 | val_loss: 0.0311254 | Time: 2044.09 ms [2022-04-13 07:31:38 main:581] : INFO : Epoch 1778 | loss: 0.0310832 | val_loss: 0.0311228 | Time: 2009.55 ms [2022-04-13 07:31:40 main:581] : INFO : Epoch 1779 | loss: 0.031085 | val_loss: 0.0311267 | Time: 2042.75 ms [2022-04-13 07:31:42 main:581] : INFO : Epoch 1780 | loss: 0.0310822 | val_loss: 0.0311277 | Time: 2085.73 ms [2022-04-13 07:31:44 main:581] : INFO : Epoch 1781 | loss: 0.0310828 | val_loss: 0.0311258 | Time: 2071.73 ms [2022-04-13 07:31:46 main:581] : INFO : Epoch 1782 | loss: 0.0310906 | val_loss: 0.0311222 | Time: 2116.87 ms [2022-04-13 07:31:48 main:581] : INFO : Epoch 1783 | loss: 0.0310861 | val_loss: 0.0311208 | Time: 1976.19 ms [2022-04-13 07:31:50 main:581] : INFO : Epoch 1784 | loss: 0.0310828 | val_loss: 0.0311218 | Time: 2006.76 ms [2022-04-13 07:31:52 main:581] : INFO : Epoch 1785 | loss: 0.0310814 | val_loss: 0.0311176 | Time: 2053.91 ms [2022-04-13 07:31:55 main:581] : INFO : Epoch 1786 | loss: 0.0310813 | val_loss: 0.0311231 | Time: 2106.04 ms [2022-04-13 07:31:57 main:581] : INFO : Epoch 1787 | loss: 0.0310842 | val_loss: 0.0311245 | Time: 1952.71 ms [2022-04-13 07:31:59 main:581] : INFO : Epoch 1788 | loss: 0.0310827 | val_loss: 0.0311241 | Time: 2050.49 ms [2022-04-13 07:32:01 main:581] : INFO : Epoch 1789 | loss: 0.031081 | val_loss: 0.0311215 | Time: 1996.02 ms [2022-04-13 07:32:03 main:581] : INFO : Epoch 1790 | loss: 0.0310801 | val_loss: 0.0311228 | Time: 2016.95 ms [2022-04-13 07:32:05 main:581] : INFO : Epoch 1791 | loss: 0.0310879 | val_loss: 0.0311238 | Time: 2000.06 ms [2022-04-13 07:32:07 main:581] : INFO : Epoch 1792 | loss: 0.0310813 | val_loss: 0.0311237 | Time: 1970.99 ms [2022-04-13 07:32:09 main:581] : INFO : Epoch 1793 | loss: 0.0310787 | val_loss: 0.0311212 | Time: 1977.37 ms [2022-04-13 07:32:11 main:581] : INFO : Epoch 1794 | loss: 0.0310863 | val_loss: 0.0311292 | Time: 2155.88 ms [2022-04-13 07:32:13 main:581] : INFO : Epoch 1795 | loss: 0.0310835 | val_loss: 0.031128 | Time: 1998.66 ms [2022-04-13 07:32:15 main:581] : INFO : Epoch 1796 | loss: 0.0310835 | val_loss: 0.0311244 | Time: 1979.87 ms [2022-04-13 07:32:17 main:581] : INFO : Epoch 1797 | loss: 0.0310915 | val_loss: 0.0311277 | Time: 1981.89 ms [2022-04-13 07:32:19 main:581] : INFO : Epoch 1798 | loss: 0.0310894 | val_loss: 0.0311217 | Time: 1918.26 ms [2022-04-13 07:32:21 main:581] : INFO : Epoch 1799 | loss: 0.0310859 | val_loss: 0.0311211 | Time: 1957.26 ms [2022-04-13 07:32:23 main:581] : INFO : Epoch 1800 | loss: 0.0310836 | val_loss: 0.0311196 | Time: 1939.72 ms [2022-04-13 07:32:24 main:581] : INFO : Epoch 1801 | loss: 0.0310846 | val_loss: 0.0311264 | Time: 1945.97 ms [2022-04-13 07:32:26 main:581] : INFO : Epoch 1802 | loss: 0.0310854 | val_loss: 0.0311243 | Time: 1952.24 ms [2022-04-13 07:32:28 main:581] : INFO : Epoch 1803 | loss: 0.0310843 | val_loss: 0.0311379 | Time: 1945.84 ms [2022-04-13 07:32:30 main:581] : INFO : Epoch 1804 | loss: 0.0311143 | val_loss: 0.0311342 | Time: 1946.29 ms [2022-04-13 07:32:32 main:581] : INFO : Epoch 1805 | loss: 0.0311175 | val_loss: 0.0311341 | Time: 1948.9 ms [2022-04-13 07:32:34 main:581] : INFO : Epoch 1806 | loss: 0.0311129 | val_loss: 0.0311313 | Time: 1934.53 ms [2022-04-13 07:32:36 main:581] : INFO : Epoch 1807 | loss: 0.0311092 | val_loss: 0.0311434 | Time: 1893.66 ms [2022-04-13 07:32:38 main:581] : INFO : Epoch 1808 | loss: 0.0311065 | val_loss: 0.0311349 | Time: 2009.61 ms [2022-04-13 07:32:40 main:581] : INFO : Epoch 1809 | loss: 0.0311068 | val_loss: 0.0311419 | Time: 1906.41 ms [2022-04-13 07:32:42 main:581] : INFO : Epoch 1810 | loss: 0.0311055 | val_loss: 0.0311309 | Time: 1943.75 ms [2022-04-13 07:32:44 main:581] : INFO : Epoch 1811 | loss: 0.0310982 | val_loss: 0.0311296 | Time: 1982.96 ms [2022-04-13 07:32:46 main:581] : INFO : Epoch 1812 | loss: 0.0310982 | val_loss: 0.031127 | Time: 1972.31 ms [2022-04-13 07:32:48 main:581] : INFO : Epoch 1813 | loss: 0.0310967 | val_loss: 0.0311285 | Time: 1934.32 ms [2022-04-13 07:32:50 main:581] : INFO : Epoch 1814 | loss: 0.0310996 | val_loss: 0.0311437 | Time: 1986.6 ms [2022-04-13 07:32:52 main:581] : INFO : Epoch 1815 | loss: 0.0310993 | val_loss: 0.0311253 | Time: 1970.18 ms [2022-04-13 07:32:54 main:581] : INFO : Epoch 1816 | loss: 0.0311016 | val_loss: 0.0311211 | Time: 1956.28 ms [2022-04-13 07:32:56 main:581] : INFO : Epoch 1817 | loss: 0.0310984 | val_loss: 0.0311197 | Time: 2013.7 ms [2022-04-13 07:32:58 main:581] : INFO : Epoch 1818 | loss: 0.0311004 | val_loss: 0.0311192 | Time: 1999.17 ms [2022-04-13 07:33:00 main:581] : INFO : Epoch 1819 | loss: 0.0310944 | val_loss: 0.0311202 | Time: 1970.46 ms [2022-04-13 07:33:02 main:581] : INFO : Epoch 1820 | loss: 0.0310909 | val_loss: 0.0311198 | Time: 1956.04 ms [2022-04-13 07:33:04 main:581] : INFO : Epoch 1821 | loss: 0.0310904 | val_loss: 0.0311199 | Time: 1922 ms [2022-04-13 07:33:06 main:581] : INFO : Epoch 1822 | loss: 0.0310891 | val_loss: 0.0311254 | Time: 1975.57 ms [2022-04-13 07:33:08 main:581] : INFO : Epoch 1823 | loss: 0.0310891 | val_loss: 0.0311217 | Time: 1925.99 ms [2022-04-13 07:33:09 main:581] : INFO : Epoch 1824 | loss: 0.0310873 | val_loss: 0.0311192 | Time: 1935.7 ms [2022-04-13 07:33:11 main:581] : INFO : Epoch 1825 | loss: 0.0310854 | val_loss: 0.0311167 | Time: 1925.52 ms [2022-04-13 07:33:13 main:581] : INFO : Epoch 1826 | loss: 0.0310864 | val_loss: 0.0311288 | Time: 1984.11 ms [2022-04-13 07:33:15 main:581] : INFO : Epoch 1827 | loss: 0.0310912 | val_loss: 0.0311289 | Time: 1890.54 ms [2022-04-13 07:33:17 main:581] : INFO : Epoch 1828 | loss: 0.0310871 | val_loss: 0.0311191 | Time: 1932.7 ms [2022-04-13 07:33:19 main:581] : INFO : Epoch 1829 | loss: 0.0310852 | val_loss: 0.0311212 | Time: 1965.26 ms [2022-04-13 07:33:21 main:581] : INFO : Epoch 1830 | loss: 0.0310848 | val_loss: 0.031118 | Time: 1975.5 ms [2022-04-13 07:33:23 main:581] : INFO : Epoch 1831 | loss: 0.0310882 | val_loss: 0.0311187 | Time: 1949.87 ms [2022-04-13 07:33:25 main:581] : INFO : Epoch 1832 | loss: 0.0310897 | val_loss: 0.0311228 | Time: 1967.68 ms [2022-04-13 07:33:27 main:581] : INFO : Epoch 1833 | loss: 0.0310856 | val_loss: 0.03112 | Time: 1984.52 ms [2022-04-13 07:33:29 main:581] : INFO : Epoch 1834 | loss: 0.0310805 | val_loss: 0.0311259 | Time: 1960.03 ms [2022-04-13 07:33:31 main:581] : INFO : Epoch 1835 | loss: 0.0310821 | val_loss: 0.0311252 | Time: 1956.15 ms [2022-04-13 07:33:33 main:581] : INFO : Epoch 1836 | loss: 0.0310839 | val_loss: 0.0311255 | Time: 1898.26 ms [2022-04-13 07:33:35 main:581] : INFO : Epoch 1837 | loss: 0.0310789 | val_loss: 0.0311294 | Time: 1917.89 ms [2022-04-13 07:33:37 main:581] : INFO : Epoch 1838 | loss: 0.0310838 | val_loss: 0.0311231 | Time: 1911.46 ms [2022-04-13 07:33:39 main:581] : INFO : Epoch 1839 | loss: 0.0310797 | val_loss: 0.0311179 | Time: 1946.76 ms [2022-04-13 07:33:41 main:581] : INFO : Epoch 1840 | loss: 0.0310807 | val_loss: 0.0311261 | Time: 1930.81 ms [2022-04-13 07:33:42 main:581] : INFO : Epoch 1841 | loss: 0.0310805 | val_loss: 0.0311238 | Time: 1921.78 ms [2022-04-13 07:33:44 main:581] : INFO : Epoch 1842 | loss: 0.0310805 | val_loss: 0.0311286 | Time: 1989.88 ms [2022-04-13 07:33:46 main:581] : INFO : Epoch 1843 | loss: 0.0310825 | val_loss: 0.0311266 | Time: 1999.82 ms [2022-04-13 07:33:48 main:581] : INFO : Epoch 1844 | loss: 0.0310853 | val_loss: 0.0311278 | Time: 1962.82 ms [2022-04-13 07:33:50 main:581] : INFO : Epoch 1845 | loss: 0.0310863 | val_loss: 0.0311287 | Time: 1931.26 ms [2022-04-13 07:33:52 main:581] : INFO : Epoch 1846 | loss: 0.0310795 | val_loss: 0.0311244 | Time: 1967.86 ms [2022-04-13 07:33:54 main:581] : INFO : Epoch 1847 | loss: 0.0310769 | val_loss: 0.0311265 | Time: 1965.39 ms [2022-04-13 07:33:56 main:581] : INFO : Epoch 1848 | loss: 0.0310816 | val_loss: 0.0311132 | Time: 2003.03 ms [2022-04-13 07:33:58 main:581] : INFO : Epoch 1849 | loss: 0.0310826 | val_loss: 0.0311217 | Time: 1962.81 ms [2022-04-13 07:34:00 main:581] : INFO : Epoch 1850 | loss: 0.0310799 | val_loss: 0.031126 | Time: 1943.56 ms [2022-04-13 07:34:02 main:581] : INFO : Epoch 1851 | loss: 0.0310798 | val_loss: 0.0311253 | Time: 1913.52 ms [2022-04-13 07:34:04 main:581] : INFO : Epoch 1852 | loss: 0.0310792 | val_loss: 0.0311277 | Time: 1933.15 ms [2022-04-13 07:34:06 main:581] : INFO : Epoch 1853 | loss: 0.0310785 | val_loss: 0.0311376 | Time: 1948.84 ms [2022-04-13 07:34:08 main:581] : INFO : Epoch 1854 | loss: 0.0310921 | val_loss: 0.0311212 | Time: 1968.1 ms [2022-04-13 07:34:10 main:581] : INFO : Epoch 1855 | loss: 0.0310988 | val_loss: 0.0311219 | Time: 1924.51 ms [2022-04-13 07:34:12 main:581] : INFO : Epoch 1856 | loss: 0.0310929 | val_loss: 0.0311254 | Time: 1968.5 ms [2022-04-13 07:34:14 main:581] : INFO : Epoch 1857 | loss: 0.0310856 | val_loss: 0.0311192 | Time: 1993.96 ms [2022-04-13 07:34:16 main:581] : INFO : Epoch 1858 | loss: 0.0310842 | val_loss: 0.0311249 | Time: 2051.55 ms [2022-04-13 07:34:18 main:581] : INFO : Epoch 1859 | loss: 0.0310816 | val_loss: 0.0311233 | Time: 1952.29 ms [2022-04-13 07:34:20 main:581] : INFO : Epoch 1860 | loss: 0.0310798 | val_loss: 0.0311344 | Time: 1983.35 ms [2022-04-13 07:34:22 main:581] : INFO : Epoch 1861 | loss: 0.0310855 | val_loss: 0.0311175 | Time: 1997.12 ms [2022-04-13 07:34:24 main:581] : INFO : Epoch 1862 | loss: 0.0310862 | val_loss: 0.0311303 | Time: 1965.73 ms [2022-04-13 07:34:26 main:581] : INFO : Epoch 1863 | loss: 0.0310881 | val_loss: 0.0311269 | Time: 1987.19 ms [2022-04-13 07:34:28 main:581] : INFO : Epoch 1864 | loss: 0.0310832 | val_loss: 0.031134 | Time: 1966.45 ms [2022-04-13 07:34:30 main:581] : INFO : Epoch 1865 | loss: 0.0310826 | val_loss: 0.0311223 | Time: 1999.7 ms [2022-04-13 07:34:32 main:581] : INFO : Epoch 1866 | loss: 0.031083 | val_loss: 0.031123 | Time: 1965.5 ms [2022-04-13 07:34:34 main:581] : INFO : Epoch 1867 | loss: 0.031082 | val_loss: 0.031127 | Time: 1986.64 ms [2022-04-13 07:34:36 main:581] : INFO : Epoch 1868 | loss: 0.0310808 | val_loss: 0.0311268 | Time: 1980.84 ms [2022-04-13 07:34:38 main:581] : INFO : Epoch 1869 | loss: 0.0310825 | val_loss: 0.0311238 | Time: 1892.8 ms [2022-04-13 07:34:40 main:581] : INFO : Epoch 1870 | loss: 0.0310792 | val_loss: 0.0311293 | Time: 1963.49 ms [2022-04-13 07:34:42 main:581] : INFO : Epoch 1871 | loss: 0.0310783 | val_loss: 0.0311384 | Time: 1974.07 ms [2022-04-13 07:34:44 main:581] : INFO : Epoch 1872 | loss: 0.0310786 | val_loss: 0.0311198 | Time: 1982.3 ms [2022-04-13 07:34:45 main:581] : INFO : Epoch 1873 | loss: 0.0310777 | val_loss: 0.0311222 | Time: 1982.12 ms [2022-04-13 07:34:47 main:581] : INFO : Epoch 1874 | loss: 0.0310774 | val_loss: 0.031138 | Time: 1863.48 ms [2022-04-13 07:34:49 main:581] : INFO : Epoch 1875 | loss: 0.0310805 | val_loss: 0.0311289 | Time: 1912.8 ms [2022-04-13 07:34:51 main:581] : INFO : Epoch 1876 | loss: 0.0310778 | val_loss: 0.0311257 | Time: 1934.88 ms [2022-04-13 07:34:53 main:581] : INFO : Epoch 1877 | loss: 0.0310779 | val_loss: 0.0311308 | Time: 1912.11 ms [2022-04-13 07:34:55 main:581] : INFO : Epoch 1878 | loss: 0.0310766 | val_loss: 0.0311304 | Time: 1927.48 ms [2022-04-13 07:34:57 main:581] : INFO : Epoch 1879 | loss: 0.0310807 | val_loss: 0.0311273 | Time: 1933.14 ms [2022-04-13 07:34:59 main:581] : INFO : Epoch 1880 | loss: 0.0310753 | val_loss: 0.0311286 | Time: 1951.23 ms [2022-04-13 07:35:01 main:581] : INFO : Epoch 1881 | loss: 0.0310748 | val_loss: 0.0311306 | Time: 2006.77 ms [2022-04-13 07:35:03 main:581] : INFO : Epoch 1882 | loss: 0.0310766 | val_loss: 0.0311285 | Time: 1963.39 ms [2022-04-13 07:35:05 main:581] : INFO : Epoch 1883 | loss: 0.0310797 | val_loss: 0.0311286 | Time: 1982.56 ms [2022-04-13 07:35:07 main:581] : INFO : Epoch 1884 | loss: 0.0310781 | val_loss: 0.0311188 | Time: 1978.86 ms [2022-04-13 07:35:09 main:581] : INFO : Epoch 1885 | loss: 0.0310756 | val_loss: 0.0311239 | Time: 2043.45 ms [2022-04-13 07:35:11 main:581] : INFO : Epoch 1886 | loss: 0.0310764 | val_loss: 0.0311294 | Time: 1981.95 ms [2022-04-13 07:35:13 main:581] : INFO : Epoch 1887 | loss: 0.0310748 | val_loss: 0.0311338 | Time: 1997.94 ms [2022-04-13 07:35:15 main:581] : INFO : Epoch 1888 | loss: 0.0310765 | val_loss: 0.0311271 | Time: 1996.31 ms [2022-04-13 07:35:17 main:581] : INFO : Epoch 1889 | loss: 0.0310789 | val_loss: 0.0311265 | Time: 1993.73 ms [2022-04-13 07:35:19 main:581] : INFO : Epoch 1890 | loss: 0.0310776 | val_loss: 0.0311334 | Time: 1985.5 ms [2022-04-13 07:35:21 main:581] : INFO : Epoch 1891 | loss: 0.0310843 | val_loss: 0.0311312 | Time: 1980.01 ms [2022-04-13 07:35:23 main:581] : INFO : Epoch 1892 | loss: 0.0310768 | val_loss: 0.0311335 | Time: 1973.05 ms [2022-04-13 07:35:25 main:581] : INFO : Epoch 1893 | loss: 0.0310775 | val_loss: 0.0311314 | Time: 1922.94 ms [2022-04-13 07:35:27 main:581] : INFO : Epoch 1894 | loss: 0.0310766 | val_loss: 0.0311227 | Time: 1947.62 ms [2022-04-13 07:35:29 main:581] : INFO : Epoch 1895 | loss: 0.0310763 | val_loss: 0.0311225 | Time: 1931.52 ms [2022-04-13 07:35:31 main:581] : INFO : Epoch 1896 | loss: 0.031079 | val_loss: 0.0311288 | Time: 1967.2 ms [2022-04-13 07:35:33 main:581] : INFO : Epoch 1897 | loss: 0.0310752 | val_loss: 0.0311297 | Time: 1953.45 ms [2022-04-13 07:35:35 main:581] : INFO : Epoch 1898 | loss: 0.0310763 | val_loss: 0.0311333 | Time: 1961.61 ms [2022-04-13 07:35:36 main:581] : INFO : Epoch 1899 | loss: 0.0310817 | val_loss: 0.0311237 | Time: 1962.59 ms [2022-04-13 07:35:38 main:581] : INFO : Epoch 1900 | loss: 0.0310993 | val_loss: 0.0311172 | Time: 1923.32 ms [2022-04-13 07:35:40 main:581] : INFO : Epoch 1901 | loss: 0.0310966 | val_loss: 0.0311211 | Time: 1949.95 ms [2022-04-13 07:35:42 main:581] : INFO : Epoch 1902 | loss: 0.0310901 | val_loss: 0.0311207 | Time: 1980.97 ms [2022-04-13 07:35:44 main:581] : INFO : Epoch 1903 | loss: 0.0310869 | val_loss: 0.0311209 | Time: 2020.41 ms [2022-04-13 07:35:46 main:581] : INFO : Epoch 1904 | loss: 0.0310848 | val_loss: 0.0311185 | Time: 1972.17 ms [2022-04-13 07:35:48 main:581] : INFO : Epoch 1905 | loss: 0.0310841 | val_loss: 0.0311223 | Time: 1958.39 ms [2022-04-13 07:35:50 main:581] : INFO : Epoch 1906 | loss: 0.0310828 | val_loss: 0.0311219 | Time: 1993.6 ms [2022-04-13 07:35:52 main:581] : INFO : Epoch 1907 | loss: 0.03108 | val_loss: 0.031121 | Time: 1911.14 ms [2022-04-13 07:35:54 main:581] : INFO : Epoch 1908 | loss: 0.0310793 | val_loss: 0.0311303 | Time: 1935.23 ms [2022-04-13 07:35:56 main:581] : INFO : Epoch 1909 | loss: 0.0310815 | val_loss: 0.0311291 | Time: 1960.59 ms [2022-04-13 07:35:58 main:581] : INFO : Epoch 1910 | loss: 0.0310787 | val_loss: 0.0311291 | Time: 1957.93 ms [2022-04-13 07:36:00 main:581] : INFO : Epoch 1911 | loss: 0.031076 | val_loss: 0.0311397 | Time: 2016.46 ms [2022-04-13 07:36:02 main:581] : INFO : Epoch 1912 | loss: 0.0310771 | val_loss: 0.0311296 | Time: 1884.06 ms [2022-04-13 07:36:04 main:581] : INFO : Epoch 1913 | loss: 0.0310778 | val_loss: 0.031137 | Time: 1929.91 ms [2022-04-13 07:36:06 main:581] : INFO : Epoch 1914 | loss: 0.0310753 | val_loss: 0.0311214 | Time: 1921.35 ms [2022-04-13 07:36:08 main:581] : INFO : Epoch 1915 | loss: 0.0310756 | val_loss: 0.03113 | Time: 1947.57 ms [2022-04-13 07:36:10 main:581] : INFO : Epoch 1916 | loss: 0.0310805 | val_loss: 0.0311286 | Time: 1951.57 ms [2022-04-13 07:36:12 main:581] : INFO : Epoch 1917 | loss: 0.0310766 | val_loss: 0.0311298 | Time: 1956.55 ms [2022-04-13 07:36:14 main:581] : INFO : Epoch 1918 | loss: 0.0310747 | val_loss: 0.0311292 | Time: 1971.4 ms [2022-04-13 07:36:16 main:581] : INFO : Epoch 1919 | loss: 0.0310755 | val_loss: 0.0311303 | Time: 1939.97 ms [2022-04-13 07:36:18 main:581] : INFO : Epoch 1920 | loss: 0.0310767 | val_loss: 0.031132 | Time: 1957.02 ms [2022-04-13 07:36:19 main:581] : INFO : Epoch 1921 | loss: 0.0310738 | val_loss: 0.0311426 | Time: 1905.01 ms [2022-04-13 07:36:21 main:581] : INFO : Epoch 1922 | loss: 0.0310777 | val_loss: 0.0311248 | Time: 1940.75 ms [2022-04-13 07:36:23 main:581] : INFO : Epoch 1923 | loss: 0.0310796 | val_loss: 0.0311241 | Time: 1974.68 ms [2022-04-13 07:36:25 main:581] : INFO : Epoch 1924 | loss: 0.0310832 | val_loss: 0.0311354 | Time: 1914.54 ms [2022-04-13 07:36:27 main:581] : INFO : Epoch 1925 | loss: 0.0310842 | val_loss: 0.031128 | Time: 1969.31 ms [2022-04-13 07:36:29 main:581] : INFO : Epoch 1926 | loss: 0.0310792 | val_loss: 0.0311256 | Time: 1923.42 ms [2022-04-13 07:36:31 main:581] : INFO : Epoch 1927 | loss: 0.0310748 | val_loss: 0.0311273 | Time: 1998.29 ms [2022-04-13 07:36:33 main:581] : INFO : Epoch 1928 | loss: 0.0310782 | val_loss: 0.0311205 | Time: 1954.03 ms [2022-04-13 07:36:35 main:581] : INFO : Epoch 1929 | loss: 0.0310775 | val_loss: 0.0311229 | Time: 1952.31 ms [2022-04-13 07:36:37 main:581] : INFO : Epoch 1930 | loss: 0.0310742 | val_loss: 0.0311254 | Time: 1989.18 ms [2022-04-13 07:36:39 main:581] : INFO : Epoch 1931 | loss: 0.0310743 | val_loss: 0.0311286 | Time: 2109.01 ms [2022-04-13 07:36:41 main:581] : INFO : Epoch 1932 | loss: 0.0310725 | val_loss: 0.0311249 | Time: 1977.97 ms [2022-04-13 07:36:43 main:581] : INFO : Epoch 1933 | loss: 0.0310728 | val_loss: 0.0311202 | Time: 1904.92 ms [2022-04-13 07:36:45 main:581] : INFO : Epoch 1934 | loss: 0.0310729 | val_loss: 0.0311278 | Time: 1944.46 ms [2022-04-13 07:36:47 main:581] : INFO : Epoch 1935 | loss: 0.0310714 | val_loss: 0.0311271 | Time: 1927.23 ms [2022-04-13 07:36:49 main:581] : INFO : Epoch 1936 | loss: 0.0310719 | val_loss: 0.0311227 | Time: 1956.69 ms [2022-04-13 07:36:51 main:581] : INFO : Epoch 1937 | loss: 0.0310746 | val_loss: 0.0311277 | Time: 2013.05 ms [2022-04-13 07:36:53 main:581] : INFO : Epoch 1938 | loss: 0.0310738 | val_loss: 0.0311334 | Time: 1951.31 ms [2022-04-13 07:36:55 main:581] : INFO : Epoch 1939 | loss: 0.0310752 | val_loss: 0.0311218 | Time: 1970.53 ms [2022-04-13 07:36:57 main:581] : INFO : Epoch 1940 | loss: 0.0310702 | val_loss: 0.0311383 | Time: 1970.12 ms [2022-04-13 07:36:59 main:581] : INFO : Epoch 1941 | loss: 0.0310778 | val_loss: 0.031128 | Time: 1959.63 ms [2022-04-13 07:37:01 main:581] : INFO : Epoch 1942 | loss: 0.0310774 | val_loss: 0.0311342 | Time: 1933.74 ms [2022-04-13 07:37:03 main:581] : INFO : Epoch 1943 | loss: 0.0310756 | val_loss: 0.0311269 | Time: 1942.14 ms [2022-04-13 07:37:05 main:581] : INFO : Epoch 1944 | loss: 0.0310783 | val_loss: 0.0311306 | Time: 2005.54 ms [2022-04-13 07:37:07 main:581] : INFO : Epoch 1945 | loss: 0.0310759 | val_loss: 0.0311329 | Time: 1988.31 ms [2022-04-13 07:37:09 main:581] : INFO : Epoch 1946 | loss: 0.0310756 | val_loss: 0.0311266 | Time: 1967.73 ms [2022-04-13 07:37:11 main:581] : INFO : Epoch 1947 | loss: 0.0310806 | val_loss: 0.0311234 | Time: 1938.77 ms [2022-04-13 07:37:12 main:581] : INFO : Epoch 1948 | loss: 0.0310774 | val_loss: 0.0311309 | Time: 1878.39 ms [2022-04-13 07:37:14 main:581] : INFO : Epoch 1949 | loss: 0.0310755 | val_loss: 0.0311286 | Time: 1908.38 ms [2022-04-13 07:37:16 main:581] : INFO : Epoch 1950 | loss: 0.0310747 | val_loss: 0.031135 | Time: 1933.91 ms [2022-04-13 07:37:18 main:581] : INFO : Epoch 1951 | loss: 0.0310748 | val_loss: 0.0311243 | Time: 1946.73 ms [2022-04-13 07:37:20 main:581] : INFO : Epoch 1952 | loss: 0.0310767 | val_loss: 0.0311343 | Time: 1911.75 ms [2022-04-13 07:37:22 main:581] : INFO : Epoch 1953 | loss: 0.0310729 | val_loss: 0.0311263 | Time: 1956.84 ms [2022-04-13 07:37:24 main:581] : INFO : Epoch 1954 | loss: 0.0310707 | val_loss: 0.0311271 | Time: 1987.57 ms [2022-04-13 07:37:26 main:581] : INFO : Epoch 1955 | loss: 0.0310715 | val_loss: 0.0311209 | Time: 2004.38 ms [2022-04-13 07:37:28 main:581] : INFO : Epoch 1956 | loss: 0.0310715 | val_loss: 0.0311314 | Time: 1953.01 ms [2022-04-13 07:37:30 main:581] : INFO : Epoch 1957 | loss: 0.0310742 | val_loss: 0.0311232 | Time: 1905.87 ms [2022-04-13 07:37:32 main:581] : INFO : Epoch 1958 | loss: 0.031077 | val_loss: 0.0311411 | Time: 1942.21 ms [2022-04-13 07:37:34 main:581] : INFO : Epoch 1959 | loss: 0.0310743 | val_loss: 0.0311275 | Time: 1928.43 ms [2022-04-13 07:37:36 main:581] : INFO : Epoch 1960 | loss: 0.0310732 | val_loss: 0.0311385 | Time: 1921.08 ms [2022-04-13 07:37:38 main:581] : INFO : Epoch 1961 | loss: 0.0310741 | val_loss: 0.0311389 | Time: 1928.85 ms [2022-04-13 07:37:40 main:581] : INFO : Epoch 1962 | loss: 0.0310724 | val_loss: 0.0311323 | Time: 1925.91 ms [2022-04-13 07:37:41 main:581] : INFO : Epoch 1963 | loss: 0.0310751 | val_loss: 0.0311332 | Time: 1907.07 ms [2022-04-13 07:37:43 main:581] : INFO : Epoch 1964 | loss: 0.0310778 | val_loss: 0.0311327 | Time: 1958.43 ms [2022-04-13 07:37:45 main:581] : INFO : Epoch 1965 | loss: 0.0310774 | val_loss: 0.0311318 | Time: 1961.61 ms [2022-04-13 07:37:47 main:581] : INFO : Epoch 1966 | loss: 0.0310761 | val_loss: 0.0311331 | Time: 1939.78 ms [2022-04-13 07:37:49 main:581] : INFO : Epoch 1967 | loss: 0.0310746 | val_loss: 0.031127 | Time: 1970.81 ms [2022-04-13 07:37:51 main:581] : INFO : Epoch 1968 | loss: 0.0310742 | val_loss: 0.0311342 | Time: 2036.96 ms [2022-04-13 07:37:53 main:581] : INFO : Epoch 1969 | loss: 0.0310727 | val_loss: 0.0311378 | Time: 1956.75 ms [2022-04-13 07:37:55 main:581] : INFO : Epoch 1970 | loss: 0.0310769 | val_loss: 0.0311445 | Time: 1937.06 ms [2022-04-13 07:37:57 main:581] : INFO : Epoch 1971 | loss: 0.0310734 | val_loss: 0.031135 | Time: 1947.52 ms [2022-04-13 07:37:59 main:581] : INFO : Epoch 1972 | loss: 0.0310763 | val_loss: 0.0311581 | Time: 1937.11 ms [2022-04-13 07:38:01 main:581] : INFO : Epoch 1973 | loss: 0.0310775 | val_loss: 0.0311318 | Time: 1931.59 ms [2022-04-13 07:38:03 main:581] : INFO : Epoch 1974 | loss: 0.0310737 | val_loss: 0.0311291 | Time: 1960.53 ms [2022-04-13 07:38:05 main:581] : INFO : Epoch 1975 | loss: 0.0310746 | val_loss: 0.0311317 | Time: 1919.85 ms [2022-04-13 07:38:07 main:581] : INFO : Epoch 1976 | loss: 0.031075 | val_loss: 0.0311343 | Time: 1950.5 ms [2022-04-13 07:38:09 main:581] : INFO : Epoch 1977 | loss: 0.0310728 | val_loss: 0.0311304 | Time: 1920.18 ms [2022-04-13 07:38:11 main:581] : INFO : Epoch 1978 | loss: 0.0310752 | val_loss: 0.0311238 | Time: 1981.15 ms [2022-04-13 07:38:13 main:581] : INFO : Epoch 1979 | loss: 0.0310766 | val_loss: 0.0311282 | Time: 1874.92 ms [2022-04-13 07:38:15 main:581] : INFO : Epoch 1980 | loss: 0.0310781 | val_loss: 0.031127 | Time: 1950.3 ms [2022-04-13 07:38:17 main:581] : INFO : Epoch 1981 | loss: 0.0310835 | val_loss: 0.0311346 | Time: 1922.66 ms [2022-04-13 07:38:19 main:581] : INFO : Epoch 1982 | loss: 0.0310747 | val_loss: 0.0311266 | Time: 1986.72 ms [2022-04-13 07:38:20 main:581] : INFO : Epoch 1983 | loss: 0.0310783 | val_loss: 0.0311242 | Time: 1943.04 ms [2022-04-13 07:38:22 main:581] : INFO : Epoch 1984 | loss: 0.0310774 | val_loss: 0.0311283 | Time: 1994.62 ms [2022-04-13 07:38:25 main:581] : INFO : Epoch 1985 | loss: 0.0310764 | val_loss: 0.0311276 | Time: 2039.87 ms [2022-04-13 07:38:26 main:581] : INFO : Epoch 1986 | loss: 0.0310736 | val_loss: 0.0311298 | Time: 1961.61 ms [2022-04-13 07:38:28 main:581] : INFO : Epoch 1987 | loss: 0.0310765 | val_loss: 0.0311355 | Time: 2029 ms [2022-04-13 07:38:31 main:581] : INFO : Epoch 1988 | loss: 0.0310736 | val_loss: 0.031131 | Time: 2006.2 ms [2022-04-13 07:38:33 main:581] : INFO : Epoch 1989 | loss: 0.031076 | val_loss: 0.0311249 | Time: 2086.93 ms [2022-04-13 07:38:35 main:581] : INFO : Epoch 1990 | loss: 0.0310841 | val_loss: 0.0311222 | Time: 2093.99 ms [2022-04-13 07:38:37 main:581] : INFO : Epoch 1991 | loss: 0.0310813 | val_loss: 0.0311261 | Time: 1990.4 ms [2022-04-13 07:38:39 main:581] : INFO : Epoch 1992 | loss: 0.0310776 | val_loss: 0.0311268 | Time: 1992.81 ms [2022-04-13 07:38:41 main:581] : INFO : Epoch 1993 | loss: 0.0310768 | val_loss: 0.0311373 | Time: 1878.13 ms [2022-04-13 07:38:43 main:581] : INFO : Epoch 1994 | loss: 0.0310779 | val_loss: 0.0311318 | Time: 1993.75 ms [2022-04-13 07:38:45 main:581] : INFO : Epoch 1995 | loss: 0.0310776 | val_loss: 0.0311258 | Time: 2094.03 ms [2022-04-13 07:38:47 main:581] : INFO : Epoch 1996 | loss: 0.0310742 | val_loss: 0.0311297 | Time: 1977.94 ms [2022-04-13 07:38:49 main:581] : INFO : Epoch 1997 | loss: 0.0310734 | val_loss: 0.031134 | Time: 1927 ms [2022-04-13 07:38:50 main:581] : INFO : Epoch 1998 | loss: 0.0310745 | val_loss: 0.0311301 | Time: 1911.28 ms [2022-04-13 07:38:52 main:581] : INFO : Epoch 1999 | loss: 0.0310799 | val_loss: 0.0311241 | Time: 2005.61 ms [2022-04-13 07:38:54 main:581] : INFO : Epoch 2000 | loss: 0.0310859 | val_loss: 0.0311258 | Time: 2014.73 ms [2022-04-13 07:38:56 main:581] : INFO : Epoch 2001 | loss: 0.0310942 | val_loss: 0.0311239 | Time: 2020.48 ms [2022-04-13 07:38:59 main:581] : INFO : Epoch 2002 | loss: 0.0310895 | val_loss: 0.031122 | Time: 2017.34 ms [2022-04-13 07:39:01 main:581] : INFO : Epoch 2003 | loss: 0.0310857 | val_loss: 0.0311187 | Time: 2006.21 ms [2022-04-13 07:39:02 main:581] : INFO : Epoch 2004 | loss: 0.0310843 | val_loss: 0.0311217 | Time: 1955.81 ms [2022-04-13 07:39:05 main:581] : INFO : Epoch 2005 | loss: 0.0310818 | val_loss: 0.0311216 | Time: 2070.2 ms [2022-04-13 07:39:07 main:581] : INFO : Epoch 2006 | loss: 0.0310802 | val_loss: 0.0311379 | Time: 2037.42 ms [2022-04-13 07:39:09 main:581] : INFO : Epoch 2007 | loss: 0.0310801 | val_loss: 0.0311262 | Time: 1972.88 ms [2022-04-13 07:39:11 main:581] : INFO : Epoch 2008 | loss: 0.0310781 | val_loss: 0.0311199 | Time: 1970.54 ms [2022-04-13 07:39:12 main:581] : INFO : Epoch 2009 | loss: 0.0310771 | val_loss: 0.0311263 | Time: 1961.81 ms [2022-04-13 07:39:14 main:581] : INFO : Epoch 2010 | loss: 0.031079 | val_loss: 0.0311287 | Time: 1963.01 ms [2022-04-13 07:39:16 main:581] : INFO : Epoch 2011 | loss: 0.0310775 | val_loss: 0.0311206 | Time: 1990.99 ms [2022-04-13 07:39:18 main:581] : INFO : Epoch 2012 | loss: 0.0310764 | val_loss: 0.0311266 | Time: 1999.32 ms [2022-04-13 07:39:20 main:581] : INFO : Epoch 2013 | loss: 0.0310765 | val_loss: 0.0311248 | Time: 1986.71 ms [2022-04-13 07:39:22 main:581] : INFO : Epoch 2014 | loss: 0.031073 | val_loss: 0.0311268 | Time: 2006.05 ms [2022-04-13 07:39:24 main:581] : INFO : Epoch 2015 | loss: 0.0310756 | val_loss: 0.0311301 | Time: 1990.8 ms [2022-04-13 07:39:26 main:581] : INFO : Epoch 2016 | loss: 0.0310747 | val_loss: 0.031126 | Time: 1991.11 ms [2022-04-13 07:39:28 main:581] : INFO : Epoch 2017 | loss: 0.031075 | val_loss: 0.0311286 | Time: 1949.88 ms [2022-04-13 07:39:30 main:581] : INFO : Epoch 2018 | loss: 0.0310752 | val_loss: 0.0311269 | Time: 1998.63 ms [2022-04-13 07:39:32 main:581] : INFO : Epoch 2019 | loss: 0.0310727 | val_loss: 0.0311342 | Time: 2066.48 ms [2022-04-13 07:39:34 main:581] : INFO : Epoch 2020 | loss: 0.0310722 | val_loss: 0.0311311 | Time: 1989.51 ms [2022-04-13 07:39:36 main:581] : INFO : Epoch 2021 | loss: 0.0310718 | val_loss: 0.0311294 | Time: 1954.68 ms [2022-04-13 07:39:38 main:581] : INFO : Epoch 2022 | loss: 0.0310734 | val_loss: 0.031134 | Time: 2045.8 ms [2022-04-13 07:39:40 main:581] : INFO : Epoch 2023 | loss: 0.031074 | val_loss: 0.031143 | Time: 2050.85 ms [2022-04-13 07:39:43 main:581] : INFO : Epoch 2024 | loss: 0.0310815 | val_loss: 0.0311279 | Time: 2112.45 ms [2022-04-13 07:39:45 main:581] : INFO : Epoch 2025 | loss: 0.031073 | val_loss: 0.0311231 | Time: 2081.47 ms [2022-04-13 07:39:47 main:581] : INFO : Epoch 2026 | loss: 0.0310726 | val_loss: 0.0311275 | Time: 1933.34 ms [2022-04-13 07:39:49 main:581] : INFO : Epoch 2027 | loss: 0.0310756 | val_loss: 0.031124 | Time: 2012.65 ms [2022-04-13 07:39:51 main:581] : INFO : Epoch 2028 | loss: 0.0310744 | val_loss: 0.0311254 | Time: 2083.33 ms [2022-04-13 07:39:53 main:581] : INFO : Epoch 2029 | loss: 0.0310709 | val_loss: 0.0311289 | Time: 1981.74 ms [2022-04-13 07:39:55 main:581] : INFO : Epoch 2030 | loss: 0.0310708 | val_loss: 0.0311371 | Time: 1962.57 ms [2022-04-13 07:39:57 main:581] : INFO : Epoch 2031 | loss: 0.0310696 | val_loss: 0.0311281 | Time: 1933.55 ms [2022-04-13 07:39:59 main:581] : INFO : Epoch 2032 | loss: 0.031069 | val_loss: 0.0311292 | Time: 2016.84 ms [2022-04-13 07:40:01 main:581] : INFO : Epoch 2033 | loss: 0.0310704 | val_loss: 0.0311249 | Time: 2006.63 ms [2022-04-13 07:40:03 main:581] : INFO : Epoch 2034 | loss: 0.0310699 | val_loss: 0.0311275 | Time: 2010.48 ms [2022-04-13 07:40:05 main:581] : INFO : Epoch 2035 | loss: 0.0310767 | val_loss: 0.0311265 | Time: 2008.9 ms [2022-04-13 07:40:07 main:581] : INFO : Epoch 2036 | loss: 0.031075 | val_loss: 0.0311281 | Time: 1980.61 ms [2022-04-13 07:40:09 main:581] : INFO : Epoch 2037 | loss: 0.0310716 | val_loss: 0.0311342 | Time: 1947.59 ms [2022-04-13 07:40:11 main:581] : INFO : Epoch 2038 | loss: 0.0310696 | val_loss: 0.0311284 | Time: 1953.33 ms [2022-04-13 07:40:13 main:581] : INFO : Epoch 2039 | loss: 0.0310851 | val_loss: 0.0311252 | Time: 2004.84 ms [2022-04-13 07:40:14 main:581] : INFO : Epoch 2040 | loss: 0.0310942 | val_loss: 0.0311227 | Time: 1966.74 ms [2022-04-13 07:40:16 main:581] : INFO : Epoch 2041 | loss: 0.031088 | val_loss: 0.0311183 | Time: 1963.15 ms [2022-04-13 07:40:18 main:581] : INFO : Epoch 2042 | loss: 0.0310818 | val_loss: 0.0311255 | Time: 1983.84 ms [2022-04-13 07:40:20 main:581] : INFO : Epoch 2043 | loss: 0.0310825 | val_loss: 0.0311232 | Time: 1928.41 ms [2022-04-13 07:40:22 main:581] : INFO : Epoch 2044 | loss: 0.0310901 | val_loss: 0.0311193 | Time: 2061.77 ms [2022-04-13 07:40:24 main:581] : INFO : Epoch 2045 | loss: 0.0310859 | val_loss: 0.0311262 | Time: 1946.78 ms [2022-04-13 07:40:26 main:581] : INFO : Epoch 2046 | loss: 0.0310796 | val_loss: 0.0311243 | Time: 1997.04 ms [2022-04-13 07:40:28 main:581] : INFO : Epoch 2047 | loss: 0.0310811 | val_loss: 0.0311222 | Time: 2015.78 ms [2022-04-13 07:40:30 main:581] : INFO : Epoch 2048 | loss: 0.0310749 | val_loss: 0.0311278 | Time: 2000.54 ms [2022-04-13 07:40:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311278 [2022-04-13 07:40:30 main:610] : INFO : Saving end state to config to file [2022-04-13 07:40:30 main:615] : INFO : Success, exiting.. 07:40:30 (296872): 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)