Task 12960455
| Name | ParityModified-1647043728-7487-0_0 |
| Workunit | 10092592 |
| Created | 12 Mar 2022, 0:08:52 UTC |
| Sent | 13 Mar 2022, 12:02:45 UTC |
| Report deadline | 21 Mar 2022, 12:02:45 UTC |
| Received | 13 Mar 2022, 15:20:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10254 |
| Run time | 1 hours 8 min 37 sec |
| CPU time | 1 hours 7 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,017.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 3 16:10:33 main:574] : INFO : Epoch 1542 | loss: 0.0311608 | val_loss: 0.0311879 | Time: 1977.52 ms [2022-03-13 16:10:35 main:574] : INFO : Epoch 1543 | loss: 0.0311713 | val_loss: 0.0312206 | Time: 1977.05 ms [2022-03-13 16:10:37 main:574] : INFO : Epoch 1544 | loss: 0.0311843 | val_loss: 0.0311746 | Time: 2034.24 ms [2022-03-13 16:10:39 main:574] : INFO : Epoch 1545 | loss: 0.0311812 | val_loss: 0.0311694 | Time: 1985.06 ms [2022-03-13 16:10:41 main:574] : INFO : Epoch 1546 | loss: 0.0311718 | val_loss: 0.0311715 | Time: 1942.75 ms [2022-03-13 16:10:43 main:574] : INFO : Epoch 1547 | loss: 0.0311603 | val_loss: 0.0311679 | Time: 2018.79 ms [2022-03-13 16:10:45 main:574] : INFO : Epoch 1548 | loss: 0.0311571 | val_loss: 0.0311794 | Time: 1976.51 ms [2022-03-13 16:10:47 main:574] : INFO : Epoch 1549 | loss: 0.0311639 | val_loss: 0.0311704 | Time: 2009.77 ms [2022-03-13 16:10:49 main:574] : INFO : Epoch 1550 | loss: 0.0311589 | val_loss: 0.0311728 | Time: 1992.63 ms [2022-03-13 16:10:52 main:574] : INFO : Epoch 1551 | loss: 0.0311632 | val_loss: 0.0311792 | Time: 2080.45 ms [2022-03-13 16:10:54 main:574] : INFO : Epoch 1552 | loss: 0.0311821 | val_loss: 0.031246 | Time: 2034.11 ms [2022-03-13 16:10:56 main:574] : INFO : Epoch 1553 | loss: 0.0311749 | val_loss: 0.0311703 | Time: 1940.98 ms [2022-03-13 16:10:58 main:574] : INFO : Epoch 1554 | loss: 0.0311561 | val_loss: 0.0311723 | Time: 1997.26 ms [2022-03-13 16:11:00 main:574] : INFO : Epoch 1555 | loss: 0.0311568 | val_loss: 0.0311696 | Time: 2024.68 ms [2022-03-13 16:11:02 main:574] : INFO : Epoch 1556 | loss: 0.0311642 | val_loss: 0.0311694 | Time: 1968.69 ms [2022-03-13 16:11:04 main:574] : INFO : Epoch 1557 | loss: 0.0311654 | val_loss: 0.0311762 | Time: 2009.69 ms [2022-03-13 16:11:06 main:574] : INFO : Epoch 1558 | loss: 0.031159 | val_loss: 0.031182 | Time: 2065.07 ms [2022-03-13 16:11:08 main:574] : INFO : Epoch 1559 | loss: 0.031165 | val_loss: 0.031184 | Time: 1984.49 ms [2022-03-13 16:11:10 main:574] : INFO : Epoch 1560 | loss: 0.0311665 | val_loss: 0.0312081 | Time: 1939.76 ms [2022-03-13 16:11:12 main:574] : INFO : Epoch 1561 | loss: 0.0311698 | val_loss: 0.031173 | Time: 1966.41 ms [2022-03-13 16:11:14 main:574] : INFO : Epoch 1562 | loss: 0.0311592 | val_loss: 0.031172 | Time: 1995.98 ms [2022-03-13 16:11:16 main:574] : INFO : Epoch 1563 | loss: 0.0311657 | val_loss: 0.0311713 | Time: 2082.49 ms [2022-03-13 16:11:18 main:574] : INFO : Epoch 1564 | loss: 0.0311637 | val_loss: 0.0311656 | Time: 2019.43 ms [2022-03-13 16:11:20 main:574] : INFO : Epoch 1565 | loss: 0.031155 | val_loss: 0.0311715 | Time: 1946.91 ms [2022-03-13 16:11:22 main:574] : INFO : Epoch 1566 | loss: 0.0311584 | val_loss: 0.031175 | Time: 2001.21 ms [2022-03-13 16:11:24 main:574] : INFO : Epoch 1567 | loss: 0.0311534 | val_loss: 0.0311688 | Time: 1984.66 ms [2022-03-13 16:11:26 main:574] : INFO : Epoch 1568 | loss: 0.031159 | val_loss: 0.0311772 | Time: 1997.66 ms [2022-03-13 16:11:28 main:574] : INFO : Epoch 1569 | loss: 0.0311548 | val_loss: 0.0311773 | Time: 1991.57 ms [2022-03-13 16:11:30 main:574] : INFO : Epoch 1570 | loss: 0.0311593 | val_loss: 0.0311693 | Time: 1945.05 ms [2022-03-13 16:11:32 main:574] : INFO : Epoch 1571 | loss: 0.0311713 | val_loss: 0.0312234 | Time: 2019.31 ms [2022-03-13 16:11:34 main:574] : INFO : Epoch 1572 | loss: 0.0311746 | val_loss: 0.0312086 | Time: 2004.58 ms [2022-03-13 16:11:36 main:574] : INFO : Epoch 1573 | loss: 0.0311591 | val_loss: 0.0311677 | Time: 1982.98 ms [2022-03-13 16:11:38 main:574] : INFO : Epoch 1574 | loss: 0.0311562 | val_loss: 0.0311687 | Time: 1958.88 ms [2022-03-13 16:11:40 main:574] : INFO : Epoch 1575 | loss: 0.0311565 | val_loss: 0.031178 | Time: 1984.31 ms [2022-03-13 16:11:42 main:574] : INFO : Epoch 1576 | loss: 0.0311528 | val_loss: 0.0311671 | Time: 1951.19 ms [2022-03-13 16:11:44 main:574] : INFO : Epoch 1577 | loss: 0.0311557 | val_loss: 0.0311817 | Time: 1985.42 ms [2022-03-13 16:11:46 main:574] : INFO : Epoch 1578 | loss: 0.0311515 | val_loss: 0.0311686 | Time: 2007.45 ms [2022-03-13 16:11:48 main:574] : INFO : Epoch 1579 | loss: 0.03116 | val_loss: 0.0311691 | Time: 2011.65 ms [2022-03-13 16:11:50 main:574] : INFO : Epoch 1580 | loss: 0.0311515 | val_loss: 0.0311676 | Time: 1907.15 ms [2022-03-13 16:11:51 main:574] : INFO : Epoch 1581 | loss: 0.0311489 | val_loss: 0.0311716 | Time: 1961.59 ms [2022-03-13 16:11:53 main:574] : INFO : Epoch 1582 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 1989.03 ms [2022-03-13 16:11:56 main:574] : INFO : Epoch 1583 | loss: 0.0311543 | val_loss: 0.0311936 | Time: 2028.19 ms [2022-03-13 16:11:58 main:574] : INFO : Epoch 1584 | loss: 0.0311603 | val_loss: 0.0311659 | Time: 2041.07 ms [2022-03-13 16:11:59 main:574] : INFO : Epoch 1585 | loss: 0.0311572 | val_loss: 0.0311916 | Time: 1914.24 ms [2022-03-13 16:12:02 main:574] : INFO : Epoch 1586 | loss: 0.0311519 | val_loss: 0.0311699 | Time: 2009.57 ms [2022-03-13 16:12:04 main:574] : INFO : Epoch 1587 | loss: 0.0311514 | val_loss: 0.0311659 | Time: 2013.63 ms [2022-03-13 16:12:06 main:574] : INFO : Epoch 1588 | loss: 0.0311483 | val_loss: 0.0311947 | Time: 1996.98 ms [2022-03-13 16:12:07 main:574] : INFO : Epoch 1589 | loss: 0.0311605 | val_loss: 0.0311704 | Time: 1942.78 ms [2022-03-13 16:12:10 main:574] : INFO : Epoch 1590 | loss: 0.0311452 | val_loss: 0.0311672 | Time: 2018.89 ms [2022-03-13 16:12:12 main:574] : INFO : Epoch 1591 | loss: 0.0311455 | val_loss: 0.03117 | Time: 2019.06 ms [2022-03-13 16:12:14 main:574] : INFO : Epoch 1592 | loss: 0.0311489 | val_loss: 0.0311943 | Time: 2026.96 ms [2022-03-13 16:12:16 main:574] : INFO : Epoch 1593 | loss: 0.0311524 | val_loss: 0.0311878 | Time: 1963.79 ms [2022-03-13 16:12:18 main:574] : INFO : Epoch 1594 | loss: 0.0311837 | val_loss: 0.0311693 | Time: 1980.5 ms [2022-03-13 16:12:20 main:574] : INFO : Epoch 1595 | loss: 0.03115 | val_loss: 0.0311655 | Time: 1965.87 ms [2022-03-13 16:12:22 main:574] : INFO : Epoch 1596 | loss: 0.0311446 | val_loss: 0.0311699 | Time: 1994.51 ms [2022-03-13 16:12:23 main:574] : INFO : Epoch 1597 | loss: 0.0311518 | val_loss: 0.0312008 | Time: 1953.18 ms [2022-03-13 16:12:25 main:574] : INFO : Epoch 1598 | loss: 0.0311582 | val_loss: 0.0311827 | Time: 1977.12 ms [2022-03-13 16:12:27 main:574] : INFO : Epoch 1599 | loss: 0.0311482 | val_loss: 0.0311678 | Time: 1991.63 ms [2022-03-13 16:12:29 main:574] : INFO : Epoch 1600 | loss: 0.0311433 | val_loss: 0.031172 | Time: 1990.57 ms [2022-03-13 16:12:31 main:574] : INFO : Epoch 1601 | loss: 0.0311445 | val_loss: 0.0311732 | Time: 1967.18 ms [2022-03-13 16:12:33 main:574] : INFO : Epoch 1602 | loss: 0.0311502 | val_loss: 0.0311725 | Time: 1984.38 ms [2022-03-13 16:12:35 main:574] : INFO : Epoch 1603 | loss: 0.031144 | val_loss: 0.0311685 | Time: 1997.18 ms [2022-03-13 16:12:37 main:574] : INFO : Epoch 1604 | loss: 0.0311449 | val_loss: 0.0311807 | Time: 2008.81 ms [2022-03-13 16:12:39 main:574] : INFO : Epoch 1605 | loss: 0.0311479 | val_loss: 0.031169 | Time: 1984.82 ms [2022-03-13 16:12:41 main:574] : INFO : Epoch 1606 | loss: 0.0311429 | val_loss: 0.0311703 | Time: 1984.42 ms [2022-03-13 16:12:43 main:574] : INFO : Epoch 1607 | loss: 0.0311422 | val_loss: 0.031169 | Time: 1924.39 ms [2022-03-13 16:12:45 main:574] : INFO : Epoch 1608 | loss: 0.0311466 | val_loss: 0.0311695 | Time: 1956.55 ms [2022-03-13 16:12:47 main:574] : INFO : Epoch 1609 | loss: 0.0311486 | val_loss: 0.0311827 | Time: 1966.16 ms [2022-03-13 16:12:49 main:574] : INFO : Epoch 1610 | loss: 0.0311458 | val_loss: 0.0311737 | Time: 1976.6 ms [2022-03-13 16:12:51 main:574] : INFO : Epoch 1611 | loss: 0.0311609 | val_loss: 0.0311857 | Time: 2021 ms [2022-03-13 16:12:53 main:574] : INFO : Epoch 1612 | loss: 0.0311531 | val_loss: 0.0311814 | Time: 2003.59 ms [2022-03-13 16:12:55 main:574] : INFO : Epoch 1613 | loss: 0.0311482 | val_loss: 0.0311678 | Time: 1988.1 ms [2022-03-13 16:12:57 main:574] : INFO : Epoch 1614 | loss: 0.0311408 | val_loss: 0.0311756 | Time: 2015.36 ms [2022-03-13 16:12:59 main:574] : INFO : Epoch 1615 | loss: 0.0311406 | val_loss: 0.0311682 | Time: 1993.58 ms [2022-03-13 16:13:01 main:574] : INFO : Epoch 1616 | loss: 0.0311397 | val_loss: 0.0311717 | Time: 1987.79 ms [2022-03-13 16:13:03 main:574] : INFO : Epoch 1617 | loss: 0.0311435 | val_loss: 0.0311738 | Time: 1977.05 ms [2022-03-13 16:13:05 main:574] : INFO : Epoch 1618 | loss: 0.0311454 | val_loss: 0.0311743 | Time: 1939.72 ms [2022-03-13 16:13:07 main:574] : INFO : Epoch 1619 | loss: 0.0311491 | val_loss: 0.0311698 | Time: 1972.56 ms [2022-03-13 16:13:09 main:574] : INFO : Epoch 1620 | loss: 0.0311418 | val_loss: 0.0311708 | Time: 2031.05 ms [2022-03-13 16:13:11 main:574] : INFO : Epoch 1621 | loss: 0.0311465 | val_loss: 0.0311987 | Time: 1957.37 ms [2022-03-13 16:13:13 main:574] : INFO : Epoch 1622 | loss: 0.0311447 | val_loss: 0.0311812 | Time: 2038.76 ms [2022-03-13 16:13:15 main:574] : INFO : Epoch 1623 | loss: 0.0311389 | val_loss: 0.0311704 | Time: 1961.88 ms [2022-03-13 16:13:17 main:574] : INFO : Epoch 1624 | loss: 0.0311413 | val_loss: 0.0311677 | Time: 2050.73 ms [2022-03-13 16:13:19 main:574] : INFO : Epoch 1625 | loss: 0.031138 | val_loss: 0.0311816 | Time: 1963.16 ms [2022-03-13 16:13:21 main:574] : INFO : Epoch 1626 | loss: 0.0311458 | val_loss: 0.0311859 | Time: 1962.59 ms [2022-03-13 16:13:23 main:574] : INFO : Epoch 1627 | loss: 0.0311472 | val_loss: 0.0311791 | Time: 2031.34 ms [2022-03-13 16:13:25 main:574] : INFO : Epoch 1628 | loss: 0.0311498 | val_loss: 0.03117 | Time: 2024.84 ms [2022-03-13 16:13:27 main:574] : INFO : Epoch 1629 | loss: 0.0311405 | val_loss: 0.0311782 | Time: 1978.4 ms [2022-03-13 16:13:29 main:574] : INFO : Epoch 1630 | loss: 0.031142 | val_loss: 0.0311812 | Time: 1996.95 ms [2022-03-13 16:13:31 main:574] : INFO : Epoch 1631 | loss: 0.0311461 | val_loss: 0.0311706 | Time: 1981.15 ms [2022-03-13 16:13:33 main:574] : INFO : Epoch 1632 | loss: 0.0311394 | val_loss: 0.0311727 | Time: 2021.81 ms [2022-03-13 16:13:35 main:574] : INFO : Epoch 1633 | loss: 0.0311412 | val_loss: 0.031175 | Time: 2000.03 ms [2022-03-13 16:13:37 main:574] : INFO : Epoch 1634 | loss: 0.031135 | val_loss: 0.0311743 | Time: 1975.34 ms [2022-03-13 16:13:39 main:574] : INFO : Epoch 1635 | loss: 0.0311402 | val_loss: 0.0311685 | Time: 1924.34 ms [2022-03-13 16:13:41 main:574] : INFO : Epoch 1636 | loss: 0.0311351 | val_loss: 0.031173 | Time: 1965.19 ms [2022-03-13 16:13:43 main:574] : INFO : Epoch 1637 | loss: 0.0311344 | val_loss: 0.031173 | Time: 1962.05 ms [2022-03-13 16:13:45 main:574] : INFO : Epoch 1638 | loss: 0.0311372 | val_loss: 0.0311735 | Time: 2092.36 ms [2022-03-13 16:13:47 main:574] : INFO : Epoch 1639 | loss: 0.0311354 | val_loss: 0.031171 | Time: 2017.64 ms [2022-03-13 16:13:49 main:574] : INFO : Epoch 1640 | loss: 0.0311395 | val_loss: 0.0311804 | Time: 2010.26 ms [2022-03-13 16:13:51 main:574] : INFO : Epoch 1641 | loss: 0.0311371 | val_loss: 0.0311757 | Time: 1991.42 ms [2022-03-13 16:13:53 main:574] : INFO : Epoch 1642 | loss: 0.0311414 | val_loss: 0.031176 | Time: 1998.61 ms [2022-03-13 16:13:55 main:574] : INFO : Epoch 1643 | loss: 0.0311446 | val_loss: 0.0312071 | Time: 1970.86 ms [2022-03-13 16:13:57 main:574] : INFO : Epoch 1644 | loss: 0.0311427 | val_loss: 0.0311724 | Time: 1947.28 ms [2022-03-13 16:13:59 main:574] : INFO : Epoch 1645 | loss: 0.0311345 | val_loss: 0.0311778 | Time: 2038.46 ms [2022-03-13 16:14:01 main:574] : INFO : Epoch 1646 | loss: 0.031142 | val_loss: 0.0311756 | Time: 2016.24 ms [2022-03-13 16:14:03 main:574] : INFO : Epoch 1647 | loss: 0.0311358 | val_loss: 0.0311724 | Time: 1960.72 ms [2022-03-13 16:14:05 main:574] : INFO : Epoch 1648 | loss: 0.0311327 | val_loss: 0.0311688 | Time: 1987.94 ms [2022-03-13 16:14:07 main:574] : INFO : Epoch 1649 | loss: 0.0311402 | val_loss: 0.0311715 | Time: 2025.26 ms [2022-03-13 16:14:09 main:574] : INFO : Epoch 1650 | loss: 0.0311363 | val_loss: 0.031171 | Time: 1970.39 ms [2022-03-13 16:14:11 main:574] : INFO : Epoch 1651 | loss: 0.0311345 | val_loss: 0.0311723 | Time: 1964.7 ms [2022-03-13 16:14:13 main:574] : INFO : Epoch 1652 | loss: 0.0311402 | val_loss: 0.0311729 | Time: 2020.18 ms [2022-03-13 16:14:15 main:574] : INFO : Epoch 1653 | loss: 0.031143 | val_loss: 0.0311672 | Time: 2017.31 ms [2022-03-13 16:14:17 main:574] : INFO : Epoch 1654 | loss: 0.0311328 | val_loss: 0.0311699 | Time: 1970.01 ms [2022-03-13 16:14:19 main:574] : INFO : Epoch 1655 | loss: 0.0311364 | val_loss: 0.0311788 | Time: 1967.1 ms [2022-03-13 16:14:21 main:574] : INFO : Epoch 1656 | loss: 0.0311332 | val_loss: 0.0311715 | Time: 1981.85 ms [2022-03-13 16:14:23 main:574] : INFO : Epoch 1657 | loss: 0.0311397 | val_loss: 0.0311931 | Time: 1958.52 ms [2022-03-13 16:14:25 main:574] : INFO : Epoch 1658 | loss: 0.0311508 | val_loss: 0.0311716 | Time: 2009.31 ms [2022-03-13 16:14:27 main:574] : INFO : Epoch 1659 | loss: 0.0311404 | val_loss: 0.031183 | Time: 2066.06 ms [2022-03-13 16:14:30 main:574] : INFO : Epoch 1660 | loss: 0.0311362 | val_loss: 0.0311726 | Time: 2112.54 ms [2022-03-13 16:14:32 main:574] : INFO : Epoch 1661 | loss: 0.03114 | val_loss: 0.0311665 | Time: 2155.25 ms [2022-03-13 16:14:34 main:574] : INFO : Epoch 1662 | loss: 0.0311334 | val_loss: 0.031172 | Time: 2075.06 ms [2022-03-13 16:14:36 main:574] : INFO : Epoch 1663 | loss: 0.031132 | val_loss: 0.0311726 | Time: 2001.36 ms [2022-03-13 16:14:38 main:574] : INFO : Epoch 1664 | loss: 0.031136 | val_loss: 0.0311708 | Time: 2020.89 ms [2022-03-13 16:14:40 main:574] : INFO : Epoch 1665 | loss: 0.0311337 | val_loss: 0.0311707 | Time: 1993 ms [2022-03-13 16:14:42 main:574] : INFO : Epoch 1666 | loss: 0.0311328 | val_loss: 0.0311753 | Time: 2050.31 ms [2022-03-13 16:14:44 main:574] : INFO : Epoch 1667 | loss: 0.0311335 | val_loss: 0.0311676 | Time: 2021.77 ms [2022-03-13 16:14:46 main:574] : INFO : Epoch 1668 | loss: 0.0311424 | val_loss: 0.0311711 | Time: 1956.11 ms [2022-03-13 16:14:48 main:574] : INFO : Epoch 1669 | loss: 0.0311441 | val_loss: 0.0311724 | Time: 2008.96 ms [2022-03-13 16:14:50 main:574] : INFO : Epoch 1670 | loss: 0.0311388 | val_loss: 0.0311655 | Time: 2022.88 ms [2022-03-13 16:14:52 main:574] : INFO : Epoch 1671 | loss: 0.0311334 | val_loss: 0.0311776 | Time: 1957.84 ms [2022-03-13 16:14:54 main:574] : INFO : Epoch 1672 | loss: 0.0311433 | val_loss: 0.0311974 | Time: 1986.8 ms [2022-03-13 16:14:56 main:574] : INFO : Epoch 1673 | loss: 0.0311402 | val_loss: 0.031187 | Time: 1984.26 ms [2022-03-13 16:14:58 main:574] : INFO : Epoch 1674 | loss: 0.0311356 | val_loss: 0.0311744 | Time: 1977.09 ms [2022-03-13 16:15:00 main:574] : INFO : Epoch 1675 | loss: 0.0311291 | val_loss: 0.0311677 | Time: 1974.84 ms [2022-03-13 16:15:02 main:574] : INFO : Epoch 1676 | loss: 0.0311323 | val_loss: 0.031167 | Time: 1987.75 ms [2022-03-13 16:15:04 main:574] : INFO : Epoch 1677 | loss: 0.0311324 | val_loss: 0.0311783 | Time: 1993.51 ms [2022-03-13 16:15:06 main:574] : INFO : Epoch 1678 | loss: 0.0311288 | val_loss: 0.0311677 | Time: 2019.23 ms [2022-03-13 16:15:08 main:574] : INFO : Epoch 1679 | loss: 0.0311264 | val_loss: 0.0311684 | Time: 2017.76 ms [2022-03-13 16:15:10 main:574] : INFO : Epoch 1680 | loss: 0.0311336 | val_loss: 0.0311714 | Time: 1991.94 ms [2022-03-13 16:15:12 main:574] : INFO : Epoch 1681 | loss: 0.0311327 | val_loss: 0.0311803 | Time: 1967.63 ms [2022-03-13 16:15:14 main:574] : INFO : Epoch 1682 | loss: 0.0311283 | val_loss: 0.0311718 | Time: 1963.38 ms [2022-03-13 16:15:16 main:574] : INFO : Epoch 1683 | loss: 0.0311263 | val_loss: 0.03118 | Time: 2029.48 ms [2022-03-13 16:15:18 main:574] : INFO : Epoch 1684 | loss: 0.031133 | val_loss: 0.0311841 | Time: 1975.21 ms [2022-03-13 16:15:20 main:574] : INFO : Epoch 1685 | loss: 0.0311426 | val_loss: 0.0311951 | Time: 2006.77 ms [2022-03-13 16:15:22 main:574] : INFO : Epoch 1686 | loss: 0.0311386 | val_loss: 0.0311913 | Time: 2069.08 ms [2022-03-13 16:15:24 main:574] : INFO : Epoch 1687 | loss: 0.0311305 | val_loss: 0.0311758 | Time: 2016.2 ms [2022-03-13 16:15:26 main:574] : INFO : Epoch 1688 | loss: 0.0311307 | val_loss: 0.0311733 | Time: 1989.97 ms [2022-03-13 16:15:28 main:574] : INFO : Epoch 1689 | loss: 0.0311266 | val_loss: 0.0311747 | Time: 2009.91 ms [2022-03-13 16:15:30 main:574] : INFO : Epoch 1690 | loss: 0.0311282 | val_loss: 0.0311787 | Time: 1937.9 ms [2022-03-13 16:15:32 main:574] : INFO : Epoch 1691 | loss: 0.0311277 | val_loss: 0.0311722 | Time: 2027.85 ms [2022-03-13 16:15:34 main:574] : INFO : Epoch 1692 | loss: 0.0311308 | val_loss: 0.0311715 | Time: 1962.24 ms [2022-03-13 16:15:36 main:574] : INFO : Epoch 1693 | loss: 0.0311287 | val_loss: 0.0311715 | Time: 1973.45 ms [2022-03-13 16:15:38 main:574] : INFO : Epoch 1694 | loss: 0.0311342 | val_loss: 0.0311888 | Time: 1983.7 ms [2022-03-13 16:15:40 main:574] : INFO : Epoch 1695 | loss: 0.0311349 | val_loss: 0.03117 | Time: 1985.82 ms [2022-03-13 16:15:42 main:574] : INFO : Epoch 1696 | loss: 0.0311273 | val_loss: 0.0311648 | Time: 1946.68 ms [2022-03-13 16:15:44 main:574] : INFO : Epoch 1697 | loss: 0.0311272 | val_loss: 0.0311698 | Time: 1948.8 ms [2022-03-13 16:15:46 main:574] : INFO : Epoch 1698 | loss: 0.0311257 | val_loss: 0.031194 | Time: 1936.36 ms [2022-03-13 16:15:48 main:574] : INFO : Epoch 1699 | loss: 0.0311268 | val_loss: 0.0311796 | Time: 1978.95 ms [2022-03-13 16:15:50 main:574] : INFO : Epoch 1700 | loss: 0.0311287 | val_loss: 0.0311845 | Time: 1999.22 ms [2022-03-13 16:15:52 main:574] : INFO : Epoch 1701 | loss: 0.0311278 | val_loss: 0.0311723 | Time: 2025.66 ms [2022-03-13 16:15:54 main:574] : INFO : Epoch 1702 | loss: 0.0311289 | val_loss: 0.031172 | Time: 1980.3 ms [2022-03-13 16:15:56 main:574] : INFO : Epoch 1703 | loss: 0.031124 | val_loss: 0.0311772 | Time: 2262 ms [2022-03-13 16:15:58 main:574] : INFO : Epoch 1704 | loss: 0.0311294 | val_loss: 0.031178 | Time: 1989.65 ms [2022-03-13 16:16:00 main:574] : INFO : Epoch 1705 | loss: 0.0311302 | val_loss: 0.0311739 | Time: 1965.29 ms [2022-03-13 16:16:02 main:574] : INFO : Epoch 1706 | loss: 0.0311234 | val_loss: 0.031177 | Time: 1994.87 ms [2022-03-13 16:16:04 main:574] : INFO : Epoch 1707 | loss: 0.0311265 | val_loss: 0.0311723 | Time: 1975.92 ms [2022-03-13 16:16:06 main:574] : INFO : Epoch 1708 | loss: 0.0311319 | val_loss: 0.0311851 | Time: 2007.71 ms [2022-03-13 16:16:08 main:574] : INFO : Epoch 1709 | loss: 0.0311336 | val_loss: 0.031184 | Time: 2017.91 ms [2022-03-13 16:16:10 main:574] : INFO : Epoch 1710 | loss: 0.0311263 | val_loss: 0.0311917 | Time: 2006.95 ms [2022-03-13 16:16:12 main:574] : INFO : Epoch 1711 | loss: 0.0311368 | val_loss: 0.0311788 | Time: 1998.56 ms [2022-03-13 16:16:14 main:574] : INFO : Epoch 1712 | loss: 0.0311289 | val_loss: 0.0311873 | Time: 2006.38 ms [2022-03-13 16:16:16 main:574] : INFO : Epoch 1713 | loss: 0.0311254 | val_loss: 0.0311884 | Time: 2010.79 ms [2022-03-13 16:16:18 main:574] : INFO : Epoch 1714 | loss: 0.0311319 | val_loss: 0.0311768 | Time: 2017.42 ms [2022-03-13 16:16:20 main:574] : INFO : Epoch 1715 | loss: 0.0311289 | val_loss: 0.0311767 | Time: 1993.67 ms [2022-03-13 16:16:22 main:574] : INFO : Epoch 1716 | loss: 0.0311244 | val_loss: 0.0311793 | Time: 2013.35 ms [2022-03-13 16:16:24 main:574] : INFO : Epoch 1717 | loss: 0.0311233 | val_loss: 0.0311729 | Time: 1986.08 ms [2022-03-13 16:16:26 main:574] : INFO : Epoch 1718 | loss: 0.0311258 | val_loss: 0.0311815 | Time: 2099.42 ms [2022-03-13 16:16:29 main:574] : INFO : Epoch 1719 | loss: 0.0311271 | val_loss: 0.0311783 | Time: 2107.47 ms [2022-03-13 16:16:31 main:574] : INFO : Epoch 1720 | loss: 0.0311281 | val_loss: 0.0311717 | Time: 2006.55 ms [2022-03-13 16:16:33 main:574] : INFO : Epoch 1721 | loss: 0.0311251 | val_loss: 0.0311772 | Time: 2021.24 ms [2022-03-13 16:16:35 main:574] : INFO : Epoch 1722 | loss: 0.0311222 | val_loss: 0.0311896 | Time: 2009.73 ms [2022-03-13 16:16:37 main:574] : INFO : Epoch 1723 | loss: 0.031126 | val_loss: 0.0311712 | Time: 1997.17 ms [2022-03-13 16:16:39 main:574] : INFO : Epoch 1724 | loss: 0.0311251 | val_loss: 0.0311813 | Time: 1985.96 ms [2022-03-13 16:16:41 main:574] : INFO : Epoch 1725 | loss: 0.0311221 | val_loss: 0.0311836 | Time: 2003.15 ms [2022-03-13 16:16:43 main:574] : INFO : Epoch 1726 | loss: 0.0311203 | val_loss: 0.0311757 | Time: 2011.53 ms [2022-03-13 16:16:45 main:574] : INFO : Epoch 1727 | loss: 0.0311187 | val_loss: 0.0311828 | Time: 2048.37 ms [2022-03-13 16:16:47 main:574] : INFO : Epoch 1728 | loss: 0.0311235 | val_loss: 0.0311811 | Time: 1959.23 ms [2022-03-13 16:16:49 main:574] : INFO : Epoch 1729 | loss: 0.0311262 | val_loss: 0.0311865 | Time: 1976.76 ms [2022-03-13 16:16:51 main:574] : INFO : Epoch 1730 | loss: 0.0311174 | val_loss: 0.0311836 | Time: 1942.37 ms [2022-03-13 16:16:53 main:574] : INFO : Epoch 1731 | loss: 0.0311188 | val_loss: 0.0311785 | Time: 1986.39 ms [2022-03-13 16:16:55 main:574] : INFO : Epoch 1732 | loss: 0.0311249 | val_loss: 0.0311927 | Time: 2016.51 ms [2022-03-13 16:16:57 main:574] : INFO : Epoch 1733 | loss: 0.0311558 | val_loss: 0.0311829 | Time: 2039.06 ms [2022-03-13 16:16:59 main:574] : INFO : Epoch 1734 | loss: 0.0311489 | val_loss: 0.0311761 | Time: 1984.61 ms [2022-03-13 16:17:01 main:574] : INFO : Epoch 1735 | loss: 0.0311364 | val_loss: 0.031183 | Time: 2024.44 ms [2022-03-13 16:17:03 main:574] : INFO : Epoch 1736 | loss: 0.0311302 | val_loss: 0.0311765 | Time: 1980.77 ms [2022-03-13 16:17:05 main:574] : INFO : Epoch 1737 | loss: 0.0311276 | val_loss: 0.0311866 | Time: 1950.25 ms [2022-03-13 16:17:07 main:574] : INFO : Epoch 1738 | loss: 0.0311277 | val_loss: 0.0311789 | Time: 2024.29 ms [2022-03-13 16:17:09 main:574] : INFO : Epoch 1739 | loss: 0.0311224 | val_loss: 0.0311803 | Time: 2093.98 ms [2022-03-13 16:17:11 main:574] : INFO : Epoch 1740 | loss: 0.0311204 | val_loss: 0.0311794 | Time: 1960.36 ms [2022-03-13 16:17:13 main:574] : INFO : Epoch 1741 | loss: 0.0311204 | val_loss: 0.0311955 | Time: 1940.3 ms [2022-03-13 16:17:15 main:574] : INFO : Epoch 1742 | loss: 0.0311192 | val_loss: 0.031176 | Time: 1978.84 ms [2022-03-13 16:17:17 main:574] : INFO : Epoch 1743 | loss: 0.0311184 | val_loss: 0.0311833 | Time: 1989.47 ms [2022-03-13 16:17:19 main:574] : INFO : Epoch 1744 | loss: 0.0311273 | val_loss: 0.0311947 | Time: 1995.74 ms [2022-03-13 16:17:21 main:574] : INFO : Epoch 1745 | loss: 0.0311183 | val_loss: 0.0311848 | Time: 1954.06 ms [2022-03-13 16:17:23 main:574] : INFO : Epoch 1746 | loss: 0.0311151 | val_loss: 0.0311757 | Time: 2001.72 ms [2022-03-13 16:17:25 main:574] : INFO : Epoch 1747 | loss: 0.0311171 | val_loss: 0.031185 | Time: 2034.7 ms [2022-03-13 16:17:27 main:574] : INFO : Epoch 1748 | loss: 0.0311193 | val_loss: 0.0311857 | Time: 2003.93 ms [2022-03-13 16:17:29 main:574] : INFO : Epoch 1749 | loss: 0.0311202 | val_loss: 0.0311827 | Time: 2017.25 ms [2022-03-13 16:17:31 main:574] : INFO : Epoch 1750 | loss: 0.0311245 | val_loss: 0.0311883 | Time: 2021.76 ms [2022-03-13 16:17:33 main:574] : INFO : Epoch 1751 | loss: 0.0311194 | val_loss: 0.0311821 | Time: 1955.93 ms [2022-03-13 16:17:35 main:574] : INFO : Epoch 1752 | loss: 0.031117 | val_loss: 0.0311875 | Time: 1996.54 ms [2022-03-13 16:17:37 main:574] : INFO : Epoch 1753 | loss: 0.0311197 | val_loss: 0.0311876 | Time: 2005.39 ms [2022-03-13 16:17:39 main:574] : INFO : Epoch 1754 | loss: 0.0311152 | val_loss: 0.031182 | Time: 1983.66 ms [2022-03-13 16:17:41 main:574] : INFO : Epoch 1755 | loss: 0.0311215 | val_loss: 0.0311814 | Time: 2019.88 ms [2022-03-13 16:17:43 main:574] : INFO : Epoch 1756 | loss: 0.0311171 | val_loss: 0.0311864 | Time: 1985.43 ms [2022-03-13 16:17:45 main:574] : INFO : Epoch 1757 | loss: 0.0311144 | val_loss: 0.0311843 | Time: 1983.79 ms [2022-03-13 16:17:47 main:574] : INFO : Epoch 1758 | loss: 0.0311156 | val_loss: 0.0311856 | Time: 2066.09 ms [2022-03-13 16:17:49 main:574] : INFO : Epoch 1759 | loss: 0.031119 | val_loss: 0.0311873 | Time: 1975.67 ms [2022-03-13 16:17:51 main:574] : INFO : Epoch 1760 | loss: 0.0311148 | val_loss: 0.0311789 | Time: 2008.31 ms [2022-03-13 16:17:53 main:574] : INFO : Epoch 1761 | loss: 0.0311163 | val_loss: 0.0311872 | Time: 2026.42 ms [2022-03-13 16:17:55 main:574] : INFO : Epoch 1762 | loss: 0.0311205 | val_loss: 0.0311847 | Time: 1967.39 ms [2022-03-13 16:17:57 main:574] : INFO : Epoch 1763 | loss: 0.0311172 | val_loss: 0.0311881 | Time: 2052.89 ms [2022-03-13 16:17:59 main:574] : INFO : Epoch 1764 | loss: 0.0311169 | val_loss: 0.0311894 | Time: 1986.27 ms [2022-03-13 16:18:01 main:574] : INFO : Epoch 1765 | loss: 0.0311134 | val_loss: 0.0311774 | Time: 2023.35 ms [2022-03-13 16:18:03 main:574] : INFO : Epoch 1766 | loss: 0.0311155 | val_loss: 0.0311893 | Time: 1941.87 ms [2022-03-13 16:18:05 main:574] : INFO : Epoch 1767 | loss: 0.0311139 | val_loss: 0.0311848 | Time: 1989.14 ms [2022-03-13 16:18:07 main:574] : INFO : Epoch 1768 | loss: 0.0311105 | val_loss: 0.0311888 | Time: 2060.97 ms [2022-03-13 16:18:09 main:574] : INFO : Epoch 1769 | loss: 0.0311174 | val_loss: 0.0312007 | Time: 2005.98 ms [2022-03-13 16:18:11 main:574] : INFO : Epoch 1770 | loss: 0.0311182 | val_loss: 0.0311824 | Time: 2011.83 ms [2022-03-13 16:18:13 main:574] : INFO : Epoch 1771 | loss: 0.0311136 | val_loss: 0.0311874 | Time: 2025.6 ms [2022-03-13 16:18:15 main:574] : INFO : Epoch 1772 | loss: 0.0311144 | val_loss: 0.0311838 | Time: 2036.62 ms [2022-03-13 16:18:17 main:574] : INFO : Epoch 1773 | loss: 0.0311169 | val_loss: 0.0311983 | Time: 2020.92 ms [2022-03-13 16:18:19 main:574] : INFO : Epoch 1774 | loss: 0.0311226 | val_loss: 0.0311907 | Time: 2000.66 ms [2022-03-13 16:18:21 main:574] : INFO : Epoch 1775 | loss: 0.0311149 | val_loss: 0.0312049 | Time: 1935.48 ms [2022-03-13 16:18:23 main:574] : INFO : Epoch 1776 | loss: 0.0311213 | val_loss: 0.0311898 | Time: 2009.64 ms [2022-03-13 16:18:25 main:574] : INFO : Epoch 1777 | loss: 0.031119 | val_loss: 0.0311795 | Time: 2040.8 ms [2022-03-13 16:18:27 main:574] : INFO : Epoch 1778 | loss: 0.0311146 | val_loss: 0.0311891 | Time: 2036.4 ms [2022-03-13 16:18:29 main:574] : INFO : Epoch 1779 | loss: 0.0311134 | val_loss: 0.0311797 | Time: 2029.6 ms [2022-03-13 16:18:31 main:574] : INFO : Epoch 1780 | loss: 0.0311132 | val_loss: 0.031195 | Time: 1987.62 ms [2022-03-13 16:18:33 main:574] : INFO : Epoch 1781 | loss: 0.0311179 | val_loss: 0.031194 | Time: 2108 ms [2022-03-13 16:18:35 main:574] : INFO : Epoch 1782 | loss: 0.031117 | val_loss: 0.0311886 | Time: 2037.96 ms [2022-03-13 16:18:37 main:574] : INFO : Epoch 1783 | loss: 0.0311215 | val_loss: 0.0311874 | Time: 1953.21 ms [2022-03-13 16:18:39 main:574] : INFO : Epoch 1784 | loss: 0.0311157 | val_loss: 0.031191 | Time: 1992.52 ms [2022-03-13 16:18:41 main:574] : INFO : Epoch 1785 | loss: 0.0311213 | val_loss: 0.0311906 | Time: 1916.08 ms [2022-03-13 16:18:43 main:574] : INFO : Epoch 1786 | loss: 0.0311182 | val_loss: 0.0311804 | Time: 1937.82 ms [2022-03-13 16:18:45 main:574] : INFO : Epoch 1787 | loss: 0.031119 | val_loss: 0.0312153 | Time: 1993.84 ms [2022-03-13 16:18:47 main:574] : INFO : Epoch 1788 | loss: 0.0311375 | val_loss: 0.0311871 | Time: 2013.52 ms [2022-03-13 16:18:49 main:574] : INFO : Epoch 1789 | loss: 0.0311397 | val_loss: 0.0311916 | Time: 2024.57 ms [2022-03-13 16:18:51 main:574] : INFO : Epoch 1790 | loss: 0.0311299 | val_loss: 0.0311793 | Time: 1997.82 ms [2022-03-13 16:18:53 main:574] : INFO : Epoch 1791 | loss: 0.0311286 | val_loss: 0.0311882 | Time: 1941.97 ms [2022-03-13 16:18:55 main:574] : INFO : Epoch 1792 | loss: 0.0311221 | val_loss: 0.0311857 | Time: 2042.92 ms [2022-03-13 16:18:57 main:574] : INFO : Epoch 1793 | loss: 0.0311179 | val_loss: 0.0311816 | Time: 2036.46 ms [2022-03-13 16:18:59 main:574] : INFO : Epoch 1794 | loss: 0.0311155 | val_loss: 0.0311822 | Time: 1996.41 ms [2022-03-13 16:19:01 main:574] : INFO : Epoch 1795 | loss: 0.0311138 | val_loss: 0.0311855 | Time: 2000.78 ms [2022-03-13 16:19:03 main:574] : INFO : Epoch 1796 | loss: 0.0311144 | val_loss: 0.0311877 | Time: 1987.02 ms [2022-03-13 16:19:05 main:574] : INFO : Epoch 1797 | loss: 0.0311167 | val_loss: 0.0311911 | Time: 1919.41 ms [2022-03-13 16:19:07 main:574] : INFO : Epoch 1798 | loss: 0.0311131 | val_loss: 0.0311826 | Time: 1988.92 ms [2022-03-13 16:19:09 main:574] : INFO : Epoch 1799 | loss: 0.0311143 | val_loss: 0.0311814 | Time: 2016.34 ms [2022-03-13 16:19:11 main:574] : INFO : Epoch 1800 | loss: 0.0311437 | val_loss: 0.0311931 | Time: 1980.82 ms [2022-03-13 16:19:13 main:574] : INFO : Epoch 1801 | loss: 0.0311726 | val_loss: 0.0311765 | Time: 1969.87 ms [2022-03-13 16:19:15 main:574] : INFO : Epoch 1802 | loss: 0.0311535 | val_loss: 0.0311687 | Time: 2042.23 ms [2022-03-13 16:19:17 main:574] : INFO : Epoch 1803 | loss: 0.0311429 | val_loss: 0.031167 | Time: 1975.22 ms [2022-03-13 16:19:19 main:574] : INFO : Epoch 1804 | loss: 0.0311396 | val_loss: 0.0311704 | Time: 2044.77 ms [2022-03-13 16:19:21 main:574] : INFO : Epoch 1805 | loss: 0.0311347 | val_loss: 0.0311693 | Time: 1933.99 ms [2022-03-13 16:19:23 main:574] : INFO : Epoch 1806 | loss: 0.0311353 | val_loss: 0.0311721 | Time: 2017.52 ms [2022-03-13 16:19:25 main:574] : INFO : Epoch 1807 | loss: 0.0311234 | val_loss: 0.0311718 | Time: 1938.85 ms [2022-03-13 16:19:27 main:574] : INFO : Epoch 1808 | loss: 0.0311225 | val_loss: 0.0311713 | Time: 2045.75 ms [2022-03-13 16:19:29 main:574] : INFO : Epoch 1809 | loss: 0.0311237 | val_loss: 0.0311872 | Time: 1964.22 ms [2022-03-13 16:19:31 main:574] : INFO : Epoch 1810 | loss: 0.0311201 | val_loss: 0.0311813 | Time: 1950.54 ms [2022-03-13 16:19:33 main:574] : INFO : Epoch 1811 | loss: 0.0311155 | val_loss: 0.0311857 | Time: 2026.9 ms [2022-03-13 16:19:35 main:574] : INFO : Epoch 1812 | loss: 0.031117 | val_loss: 0.0311816 | Time: 2049.88 ms [2022-03-13 16:19:37 main:574] : INFO : Epoch 1813 | loss: 0.0311218 | val_loss: 0.0311773 | Time: 1947.68 ms [2022-03-13 16:19:39 main:574] : INFO : Epoch 1814 | loss: 0.0311162 | val_loss: 0.0311773 | Time: 2000.35 ms [2022-03-13 16:19:41 main:574] : INFO : Epoch 1815 | loss: 0.0311164 | val_loss: 0.031189 | Time: 2024.03 ms [2022-03-13 16:19:43 main:574] : INFO : Epoch 1816 | loss: 0.0311156 | val_loss: 0.0311892 | Time: 2012.96 ms [2022-03-13 16:19:45 main:574] : INFO : Epoch 1817 | loss: 0.0311125 | val_loss: 0.0311838 | Time: 2006.11 ms [2022-03-13 16:19:47 main:574] : INFO : Epoch 1818 | loss: 0.0311133 | val_loss: 0.0311786 | Time: 1959.3 ms [2022-03-13 16:19:49 main:574] : INFO : Epoch 1819 | loss: 0.0311118 | val_loss: 0.0311937 | Time: 1926.71 ms [2022-03-13 16:19:51 main:574] : INFO : Epoch 1820 | loss: 0.0311123 | val_loss: 0.0311898 | Time: 1930.2 ms [2022-03-13 16:19:53 main:574] : INFO : Epoch 1821 | loss: 0.0311097 | val_loss: 0.031191 | Time: 1979.25 ms [2022-03-13 16:19:55 main:574] : INFO : Epoch 1822 | loss: 0.0311138 | val_loss: 0.0311865 | Time: 1930.78 ms [2022-03-13 16:19:57 main:574] : INFO : Epoch 1823 | loss: 0.0311141 | val_loss: 0.031186 | Time: 1953.09 ms [2022-03-13 16:19:59 main:574] : INFO : Epoch 1824 | loss: 0.0311119 | val_loss: 0.031192 | Time: 2018.65 ms [2022-03-13 16:20:01 main:574] : INFO : Epoch 1825 | loss: 0.0311124 | val_loss: 0.0311812 | Time: 1961.58 ms [2022-03-13 16:20:03 main:574] : INFO : Epoch 1826 | loss: 0.0311143 | val_loss: 0.0311846 | Time: 1981.68 ms [2022-03-13 16:20:05 main:574] : INFO : Epoch 1827 | loss: 0.0311098 | val_loss: 0.0311963 | Time: 2029.05 ms [2022-03-13 16:20:07 main:574] : INFO : Epoch 1828 | loss: 0.0311098 | val_loss: 0.0312051 | Time: 2011.44 ms [2022-03-13 16:20:09 main:574] : INFO : Epoch 1829 | loss: 0.0311098 | val_loss: 0.0311812 | Time: 1953.43 ms [2022-03-13 16:20:11 main:574] : INFO : Epoch 1830 | loss: 0.0311123 | val_loss: 0.031194 | Time: 2016.57 ms [2022-03-13 16:20:13 main:574] : INFO : Epoch 1831 | loss: 0.0311191 | val_loss: 0.0312045 | Time: 1967.14 ms [2022-03-13 16:20:15 main:574] : INFO : Epoch 1832 | loss: 0.0311144 | val_loss: 0.0311848 | Time: 1976.33 ms [2022-03-13 16:20:17 main:574] : INFO : Epoch 1833 | loss: 0.0311125 | val_loss: 0.0312051 | Time: 1991.45 ms [2022-03-13 16:20:19 main:574] : INFO : Epoch 1834 | loss: 0.0311187 | val_loss: 0.0312014 | Time: 1961.93 ms [2022-03-13 16:20:21 main:574] : INFO : Epoch 1835 | loss: 0.0311118 | val_loss: 0.0311944 | Time: 1975.55 ms [2022-03-13 16:20:23 main:574] : INFO : Epoch 1836 | loss: 0.0311183 | val_loss: 0.0311972 | Time: 1905.14 ms [2022-03-13 16:20:25 main:574] : INFO : Epoch 1837 | loss: 0.0311177 | val_loss: 0.0311935 | Time: 1946.7 ms [2022-03-13 16:20:27 main:574] : INFO : Epoch 1838 | loss: 0.031117 | val_loss: 0.0311861 | Time: 1938.3 ms [2022-03-13 16:20:29 main:574] : INFO : Epoch 1839 | loss: 0.0311116 | val_loss: 0.0311929 | Time: 1995.36 ms [2022-03-13 16:20:31 main:574] : INFO : Epoch 1840 | loss: 0.0311113 | val_loss: 0.0311957 | Time: 2033.6 ms [2022-03-13 16:20:33 main:574] : INFO : Epoch 1841 | loss: 0.0311082 | val_loss: 0.0311871 | Time: 1994.5 ms [2022-03-13 16:20:35 main:574] : INFO : Epoch 1842 | loss: 0.0311164 | val_loss: 0.0311963 | Time: 2187.6 ms [2022-03-13 16:20:37 main:574] : INFO : Epoch 1843 | loss: 0.0311671 | val_loss: 0.0311813 | Time: 2265.6 ms [2022-03-13 16:20:39 main:574] : INFO : Epoch 1844 | loss: 0.0311702 | val_loss: 0.0311724 | Time: 1998.71 ms [2022-03-13 16:20:41 main:574] : INFO : Epoch 1845 | loss: 0.0311581 | val_loss: 0.0311701 | Time: 1963.24 ms [2022-03-13 16:20:43 main:574] : INFO : Epoch 1846 | loss: 0.0311521 | val_loss: 0.0311712 | Time: 1980.27 ms [2022-03-13 16:20:45 main:574] : INFO : Epoch 1847 | loss: 0.0311457 | val_loss: 0.0311656 | Time: 1998.39 ms [2022-03-13 16:20:47 main:574] : INFO : Epoch 1848 | loss: 0.0311406 | val_loss: 0.0311716 | Time: 1992.79 ms [2022-03-13 16:20:49 main:574] : INFO : Epoch 1849 | loss: 0.0311391 | val_loss: 0.0311687 | Time: 1973.57 ms [2022-03-13 16:20:51 main:574] : INFO : Epoch 1850 | loss: 0.0311411 | val_loss: 0.0311712 | Time: 1991.33 ms [2022-03-13 16:20:53 main:574] : INFO : Epoch 1851 | loss: 0.0311355 | val_loss: 0.0311693 | Time: 2085.28 ms [2022-03-13 16:20:55 main:574] : INFO : Epoch 1852 | loss: 0.0311323 | val_loss: 0.0311723 | Time: 1941.41 ms [2022-03-13 16:20:57 main:574] : INFO : Epoch 1853 | loss: 0.0311356 | val_loss: 0.0311803 | Time: 1954.8 ms [2022-03-13 16:20:59 main:574] : INFO : Epoch 1854 | loss: 0.03113 | val_loss: 0.031175 | Time: 2051.56 ms [2022-03-13 16:21:01 main:574] : INFO : Epoch 1855 | loss: 0.0311273 | val_loss: 0.0311772 | Time: 2007.7 ms [2022-03-13 16:21:03 main:574] : INFO : Epoch 1856 | loss: 0.031123 | val_loss: 0.03118 | Time: 1994.87 ms [2022-03-13 16:21:05 main:574] : INFO : Epoch 1857 | loss: 0.0311255 | val_loss: 0.0311941 | Time: 1941.64 ms [2022-03-13 16:21:07 main:574] : INFO : Epoch 1858 | loss: 0.0311226 | val_loss: 0.0311811 | Time: 2043.72 ms [2022-03-13 16:21:09 main:574] : INFO : Epoch 1859 | loss: 0.0311245 | val_loss: 0.0311791 | Time: 2003.15 ms [2022-03-13 16:21:11 main:574] : INFO : Epoch 1860 | loss: 0.0311167 | val_loss: 0.0311822 | Time: 1968.48 ms [2022-03-13 16:21:13 main:574] : INFO : Epoch 1861 | loss: 0.0311166 | val_loss: 0.0311865 | Time: 1958.07 ms [2022-03-13 16:21:15 main:574] : INFO : Epoch 1862 | loss: 0.031118 | val_loss: 0.0311791 | Time: 2007.66 ms [2022-03-13 16:21:17 main:574] : INFO : Epoch 1863 | loss: 0.0311211 | val_loss: 0.0311812 | Time: 2023 ms [2022-03-13 16:21:20 main:574] : INFO : Epoch 1864 | loss: 0.031121 | val_loss: 0.0311939 | Time: 2068.74 ms [2022-03-13 16:21:22 main:574] : INFO : Epoch 1865 | loss: 0.0311202 | val_loss: 0.0311939 | Time: 2004.03 ms [2022-03-13 16:21:24 main:574] : INFO : Epoch 1866 | loss: 0.0311207 | val_loss: 0.031183 | Time: 1944.83 ms [2022-03-13 16:21:26 main:574] : INFO : Epoch 1867 | loss: 0.0311134 | val_loss: 0.0311893 | Time: 2017.27 ms [2022-03-13 16:21:28 main:574] : INFO : Epoch 1868 | loss: 0.0311178 | val_loss: 0.0311952 | Time: 2025.28 ms [2022-03-13 16:21:30 main:574] : INFO : Epoch 1869 | loss: 0.0311167 | val_loss: 0.0311907 | Time: 2008.63 ms [2022-03-13 16:21:32 main:574] : INFO : Epoch 1870 | loss: 0.0311168 | val_loss: 0.0311977 | Time: 2020.13 ms [2022-03-13 16:21:34 main:574] : INFO : Epoch 1871 | loss: 0.0311156 | val_loss: 0.031188 | Time: 1979.56 ms [2022-03-13 16:21:36 main:574] : INFO : Epoch 1872 | loss: 0.0311159 | val_loss: 0.0312099 | Time: 2019.24 ms [2022-03-13 16:21:38 main:574] : INFO : Epoch 1873 | loss: 0.0311163 | val_loss: 0.0311861 | Time: 2105.97 ms [2022-03-13 16:21:40 main:574] : INFO : Epoch 1874 | loss: 0.0311085 | val_loss: 0.0311961 | Time: 2029.83 ms [2022-03-13 16:21:42 main:574] : INFO : Epoch 1875 | loss: 0.0311174 | val_loss: 0.0311878 | Time: 1979.12 ms [2022-03-13 16:21:44 main:574] : INFO : Epoch 1876 | loss: 0.0311079 | val_loss: 0.0311858 | Time: 1980.72 ms [2022-03-13 16:21:46 main:574] : INFO : Epoch 1877 | loss: 0.0311095 | val_loss: 0.0311857 | Time: 2034.77 ms [2022-03-13 16:21:48 main:574] : INFO : Epoch 1878 | loss: 0.0311108 | val_loss: 0.0311883 | Time: 2026.29 ms [2022-03-13 16:21:50 main:574] : INFO : Epoch 1879 | loss: 0.0311224 | val_loss: 0.0311916 | Time: 2023.47 ms [2022-03-13 16:21:52 main:574] : INFO : Epoch 1880 | loss: 0.0311182 | val_loss: 0.0311851 | Time: 1921.11 ms [2022-03-13 16:21:54 main:574] : INFO : Epoch 1881 | loss: 0.0311115 | val_loss: 0.0311931 | Time: 1986.3 ms [2022-03-13 16:21:56 main:574] : INFO : Epoch 1882 | loss: 0.0311139 | val_loss: 0.031182 | Time: 1964.98 ms [2022-03-13 16:21:58 main:574] : INFO : Epoch 1883 | loss: 0.0311103 | val_loss: 0.0311864 | Time: 1977.55 ms [2022-03-13 16:22:00 main:574] : INFO : Epoch 1884 | loss: 0.0311085 | val_loss: 0.031191 | Time: 1994.9 ms [2022-03-13 16:22:02 main:574] : INFO : Epoch 1885 | loss: 0.0311079 | val_loss: 0.031191 | Time: 1994.57 ms [2022-03-13 16:22:04 main:574] : INFO : Epoch 1886 | loss: 0.0311168 | val_loss: 0.031186 | Time: 1970.17 ms [2022-03-13 16:22:06 main:574] : INFO : Epoch 1887 | loss: 0.031107 | val_loss: 0.0311945 | Time: 1938.75 ms [2022-03-13 16:22:08 main:574] : INFO : Epoch 1888 | loss: 0.0311055 | val_loss: 0.0311904 | Time: 2035.31 ms [2022-03-13 16:22:10 main:574] : INFO : Epoch 1889 | loss: 0.0311107 | val_loss: 0.0311901 | Time: 1992.66 ms [2022-03-13 16:22:12 main:574] : INFO : Epoch 1890 | loss: 0.0311074 | val_loss: 0.0311945 | Time: 1975.9 ms [2022-03-13 16:22:14 main:574] : INFO : Epoch 1891 | loss: 0.031106 | val_loss: 0.0311839 | Time: 1959.35 ms [2022-03-13 16:22:16 main:574] : INFO : Epoch 1892 | loss: 0.0311057 | val_loss: 0.0311848 | Time: 1965.93 ms [2022-03-13 16:22:18 main:574] : INFO : Epoch 1893 | loss: 0.0311126 | val_loss: 0.0311942 | Time: 1989.32 ms [2022-03-13 16:22:20 main:574] : INFO : Epoch 1894 | loss: 0.0311087 | val_loss: 0.0311909 | Time: 1996.06 ms [2022-03-13 16:22:22 main:574] : INFO : Epoch 1895 | loss: 0.0311072 | val_loss: 0.0311925 | Time: 1943.41 ms [2022-03-13 16:22:24 main:574] : INFO : Epoch 1896 | loss: 0.0311074 | val_loss: 0.0311832 | Time: 1983.28 ms [2022-03-13 16:22:26 main:574] : INFO : Epoch 1897 | loss: 0.0311079 | val_loss: 0.0312024 | Time: 2013.8 ms [2022-03-13 16:22:28 main:574] : INFO : Epoch 1898 | loss: 0.0311078 | val_loss: 0.0311901 | Time: 2018.32 ms [2022-03-13 16:22:30 main:574] : INFO : Epoch 1899 | loss: 0.0311055 | val_loss: 0.0311952 | Time: 2002.35 ms [2022-03-13 16:22:32 main:574] : INFO : Epoch 1900 | loss: 0.0311087 | val_loss: 0.0311866 | Time: 2001.41 ms [2022-03-13 16:22:34 main:574] : INFO : Epoch 1901 | loss: 0.0311052 | val_loss: 0.0311859 | Time: 1974.15 ms [2022-03-13 16:22:36 main:574] : INFO : Epoch 1902 | loss: 0.0311101 | val_loss: 0.0311875 | Time: 1974.46 ms [2022-03-13 16:22:38 main:574] : INFO : Epoch 1903 | loss: 0.0311059 | val_loss: 0.0311967 | Time: 1956.31 ms [2022-03-13 16:22:40 main:574] : INFO : Epoch 1904 | loss: 0.0311055 | val_loss: 0.0311896 | Time: 1961.68 ms [2022-03-13 16:22:42 main:574] : INFO : Epoch 1905 | loss: 0.0311007 | val_loss: 0.0311985 | Time: 1945.82 ms [2022-03-13 16:22:44 main:574] : INFO : Epoch 1906 | loss: 0.0311039 | val_loss: 0.031187 | Time: 1949.51 ms [2022-03-13 16:22:46 main:574] : INFO : Epoch 1907 | loss: 0.0311027 | val_loss: 0.0311989 | Time: 1992.66 ms [2022-03-13 16:22:48 main:574] : INFO : Epoch 1908 | loss: 0.0311072 | val_loss: 0.031189 | Time: 1980.76 ms [2022-03-13 16:22:50 main:574] : INFO : Epoch 1909 | loss: 0.0311196 | val_loss: 0.0311814 | Time: 1974.61 ms [2022-03-13 16:22:52 main:574] : INFO : Epoch 1910 | loss: 0.0311108 | val_loss: 0.0311863 | Time: 1991.74 ms [2022-03-13 16:22:53 main:574] : INFO : Epoch 1911 | loss: 0.0311074 | val_loss: 0.0312074 | Time: 1954.64 ms [2022-03-13 16:22:56 main:574] : INFO : Epoch 1912 | loss: 0.0311025 | val_loss: 0.0311814 | Time: 2032.42 ms [2022-03-13 16:22:58 main:574] : INFO : Epoch 1913 | loss: 0.0311024 | val_loss: 0.0311888 | Time: 1984.79 ms [2022-03-13 16:23:00 main:574] : INFO : Epoch 1914 | loss: 0.0311025 | val_loss: 0.0312017 | Time: 2044.36 ms [2022-03-13 16:23:02 main:574] : INFO : Epoch 1915 | loss: 0.0311005 | val_loss: 0.0312045 | Time: 1998.3 ms [2022-03-13 16:23:04 main:574] : INFO : Epoch 1916 | loss: 0.0311025 | val_loss: 0.0311952 | Time: 2048.84 ms [2022-03-13 16:23:06 main:574] : INFO : Epoch 1917 | loss: 0.0311041 | val_loss: 0.0312032 | Time: 1999.21 ms [2022-03-13 16:23:08 main:574] : INFO : Epoch 1918 | loss: 0.0311016 | val_loss: 0.0311932 | Time: 1977.91 ms [2022-03-13 16:23:10 main:574] : INFO : Epoch 1919 | loss: 0.0311042 | val_loss: 0.0311891 | Time: 2046.38 ms [2022-03-13 16:23:12 main:574] : INFO : Epoch 1920 | loss: 0.0311031 | val_loss: 0.0311869 | Time: 2008.51 ms [2022-03-13 16:23:14 main:574] : INFO : Epoch 1921 | loss: 0.0311094 | val_loss: 0.0311906 | Time: 1948.06 ms [2022-03-13 16:23:16 main:574] : INFO : Epoch 1922 | loss: 0.031104 | val_loss: 0.031198 | Time: 2019.27 ms [2022-03-13 16:23:18 main:574] : INFO : Epoch 1923 | loss: 0.0311095 | val_loss: 0.0311881 | Time: 2008.45 ms [2022-03-13 16:23:20 main:574] : INFO : Epoch 1924 | loss: 0.0311051 | val_loss: 0.0311971 | Time: 1942.31 ms [2022-03-13 16:23:22 main:574] : INFO : Epoch 1925 | loss: 0.0311073 | val_loss: 0.0311915 | Time: 1971.1 ms [2022-03-13 16:23:24 main:574] : INFO : Epoch 1926 | loss: 0.031101 | val_loss: 0.0311996 | Time: 1994.79 ms [2022-03-13 16:23:26 main:574] : INFO : Epoch 1927 | loss: 0.0311012 | val_loss: 0.0312102 | Time: 1985.14 ms [2022-03-13 16:23:28 main:574] : INFO : Epoch 1928 | loss: 0.0311024 | val_loss: 0.0312005 | Time: 1952.45 ms [2022-03-13 16:23:30 main:574] : INFO : Epoch 1929 | loss: 0.031101 | val_loss: 0.031189 | Time: 2052.92 ms [2022-03-13 16:23:32 main:574] : INFO : Epoch 1930 | loss: 0.0311037 | val_loss: 0.0311995 | Time: 1992.69 ms [2022-03-13 16:23:34 main:574] : INFO : Epoch 1931 | loss: 0.0311037 | val_loss: 0.0311855 | Time: 1951.58 ms [2022-03-13 16:23:36 main:574] : INFO : Epoch 1932 | loss: 0.0311014 | val_loss: 0.0311918 | Time: 2018.91 ms [2022-03-13 16:23:38 main:574] : INFO : Epoch 1933 | loss: 0.031103 | val_loss: 0.0312029 | Time: 1987.04 ms [2022-03-13 16:23:40 main:574] : INFO : Epoch 1934 | loss: 0.0311071 | val_loss: 0.0311923 | Time: 1953.75 ms [2022-03-13 16:23:42 main:574] : INFO : Epoch 1935 | loss: 0.0311079 | val_loss: 0.0311992 | Time: 2007.32 ms [2022-03-13 16:23:44 main:574] : INFO : Epoch 1936 | loss: 0.0311088 | val_loss: 0.0311915 | Time: 1973.77 ms [2022-03-13 16:23:46 main:574] : INFO : Epoch 1937 | loss: 0.0311037 | val_loss: 0.0312119 | Time: 1965.58 ms [2022-03-13 16:23:47 main:574] : INFO : Epoch 1938 | loss: 0.0310994 | val_loss: 0.0311979 | Time: 1953.13 ms [2022-03-13 16:23:49 main:574] : INFO : Epoch 1939 | loss: 0.0310989 | val_loss: 0.0312005 | Time: 1974.82 ms [2022-03-13 16:23:52 main:574] : INFO : Epoch 1940 | loss: 0.0311081 | val_loss: 0.0312079 | Time: 2016.74 ms [2022-03-13 16:23:54 main:574] : INFO : Epoch 1941 | loss: 0.0311194 | val_loss: 0.0311905 | Time: 2024.43 ms [2022-03-13 16:23:56 main:574] : INFO : Epoch 1942 | loss: 0.0311117 | val_loss: 0.0311831 | Time: 1964.83 ms [2022-03-13 16:23:57 main:574] : INFO : Epoch 1943 | loss: 0.0311136 | val_loss: 0.0311995 | Time: 1940.92 ms [2022-03-13 16:23:59 main:574] : INFO : Epoch 1944 | loss: 0.0311106 | val_loss: 0.031184 | Time: 1978.04 ms [2022-03-13 16:24:01 main:574] : INFO : Epoch 1945 | loss: 0.0311071 | val_loss: 0.0311942 | Time: 1977.25 ms [2022-03-13 16:24:03 main:574] : INFO : Epoch 1946 | loss: 0.0311064 | val_loss: 0.0311904 | Time: 1967.11 ms [2022-03-13 16:24:05 main:574] : INFO : Epoch 1947 | loss: 0.0311011 | val_loss: 0.0312014 | Time: 2068.19 ms [2022-03-13 16:24:07 main:574] : INFO : Epoch 1948 | loss: 0.0311015 | val_loss: 0.0311959 | Time: 1957.17 ms [2022-03-13 16:24:09 main:574] : INFO : Epoch 1949 | loss: 0.0311013 | val_loss: 0.0312024 | Time: 1988.22 ms [2022-03-13 16:24:11 main:574] : INFO : Epoch 1950 | loss: 0.0310981 | val_loss: 0.0311923 | Time: 1959.48 ms [2022-03-13 16:24:13 main:574] : INFO : Epoch 1951 | loss: 0.0311104 | val_loss: 0.0311934 | Time: 1969.58 ms [2022-03-13 16:24:15 main:574] : INFO : Epoch 1952 | loss: 0.0311021 | val_loss: 0.0311968 | Time: 2033.61 ms [2022-03-13 16:24:17 main:574] : INFO : Epoch 1953 | loss: 0.0311054 | val_loss: 0.0312022 | Time: 1966.56 ms [2022-03-13 16:24:19 main:574] : INFO : Epoch 1954 | loss: 0.0311035 | val_loss: 0.0312008 | Time: 1971.5 ms [2022-03-13 16:24:21 main:574] : INFO : Epoch 1955 | loss: 0.0310991 | val_loss: 0.031203 | Time: 1965.66 ms [2022-03-13 16:24:23 main:574] : INFO : Epoch 1956 | loss: 0.0311073 | val_loss: 0.0311946 | Time: 2016.23 ms [2022-03-13 16:24:25 main:574] : INFO : Epoch 1957 | loss: 0.0311037 | val_loss: 0.0311904 | Time: 1904.89 ms [2022-03-13 16:24:27 main:574] : INFO : Epoch 1958 | loss: 0.0310979 | val_loss: 0.0311994 | Time: 1982.44 ms [2022-03-13 16:24:29 main:574] : INFO : Epoch 1959 | loss: 0.0311054 | val_loss: 0.0311924 | Time: 1977.33 ms [2022-03-13 16:24:31 main:574] : INFO : Epoch 1960 | loss: 0.0311027 | val_loss: 0.0311996 | Time: 2021.79 ms [2022-03-13 16:24:33 main:574] : INFO : Epoch 1961 | loss: 0.0311079 | val_loss: 0.0311976 | Time: 1967.64 ms [2022-03-13 16:24:35 main:574] : INFO : Epoch 1962 | loss: 0.0311074 | val_loss: 0.031193 | Time: 1996.83 ms [2022-03-13 16:24:37 main:574] : INFO : Epoch 1963 | loss: 0.0311039 | val_loss: 0.0312032 | Time: 1977.2 ms [2022-03-13 16:24:39 main:574] : INFO : Epoch 1964 | loss: 0.031103 | val_loss: 0.0311905 | Time: 1932.69 ms [2022-03-13 16:24:41 main:574] : INFO : Epoch 1965 | loss: 0.031106 | val_loss: 0.0311983 | Time: 1927.43 ms [2022-03-13 16:24:43 main:574] : INFO : Epoch 1966 | loss: 0.0311046 | val_loss: 0.0312053 | Time: 2024.28 ms [2022-03-13 16:24:45 main:574] : INFO : Epoch 1967 | loss: 0.0311024 | val_loss: 0.0311922 | Time: 1976.65 ms [2022-03-13 16:24:47 main:574] : INFO : Epoch 1968 | loss: 0.03111 | val_loss: 0.0311884 | Time: 2020.63 ms [2022-03-13 16:24:49 main:574] : INFO : Epoch 1969 | loss: 0.0311297 | val_loss: 0.0311916 | Time: 1964.96 ms [2022-03-13 16:24:51 main:574] : INFO : Epoch 1970 | loss: 0.0311148 | val_loss: 0.0311899 | Time: 1941.08 ms [2022-03-13 16:24:53 main:574] : INFO : Epoch 1971 | loss: 0.0311106 | val_loss: 0.0311915 | Time: 1953.61 ms [2022-03-13 16:24:55 main:574] : INFO : Epoch 1972 | loss: 0.031102 | val_loss: 0.031206 | Time: 1932.66 ms [2022-03-13 16:24:57 main:574] : INFO : Epoch 1973 | loss: 0.0311016 | val_loss: 0.0311944 | Time: 1984.68 ms [2022-03-13 16:24:59 main:574] : INFO : Epoch 1974 | loss: 0.0310943 | val_loss: 0.031205 | Time: 1978.33 ms [2022-03-13 16:25:01 main:574] : INFO : Epoch 1975 | loss: 0.0310939 | val_loss: 0.031201 | Time: 1999.78 ms [2022-03-13 16:25:03 main:574] : INFO : Epoch 1976 | loss: 0.0310925 | val_loss: 0.0311954 | Time: 1988.55 ms [2022-03-13 16:25:05 main:574] : INFO : Epoch 1977 | loss: 0.0311005 | val_loss: 0.0312109 | Time: 2006.52 ms [2022-03-13 16:25:07 main:574] : INFO : Epoch 1978 | loss: 0.0311018 | val_loss: 0.0311972 | Time: 2011.24 ms [2022-03-13 16:25:09 main:574] : INFO : Epoch 1979 | loss: 0.0310998 | val_loss: 0.0311922 | Time: 2004.04 ms [2022-03-13 16:25:11 main:574] : INFO : Epoch 1980 | loss: 0.0311037 | val_loss: 0.0311899 | Time: 2007.93 ms [2022-03-13 16:25:13 main:574] : INFO : Epoch 1981 | loss: 0.0310977 | val_loss: 0.0312095 | Time: 2007.12 ms [2022-03-13 16:25:15 main:574] : INFO : Epoch 1982 | loss: 0.0311004 | val_loss: 0.0311943 | Time: 2006.22 ms [2022-03-13 16:25:17 main:574] : INFO : Epoch 1983 | loss: 0.0311016 | val_loss: 0.0312011 | Time: 1986.2 ms [2022-03-13 16:25:19 main:574] : INFO : Epoch 1984 | loss: 0.0310964 | val_loss: 0.0311854 | Time: 1983.16 ms [2022-03-13 16:25:21 main:574] : INFO : Epoch 1985 | loss: 0.0311001 | val_loss: 0.0312003 | Time: 1996.5 ms [2022-03-13 16:25:23 main:574] : INFO : Epoch 1986 | loss: 0.0311013 | val_loss: 0.0311994 | Time: 1995.59 ms [2022-03-13 16:25:25 main:574] : INFO : Epoch 1987 | loss: 0.0310999 | val_loss: 0.0311997 | Time: 1987.39 ms [2022-03-13 16:25:27 main:574] : INFO : Epoch 1988 | loss: 0.0311026 | val_loss: 0.0311937 | Time: 1996.78 ms [2022-03-13 16:25:29 main:574] : INFO : Epoch 1989 | loss: 0.0310953 | val_loss: 0.0312027 | Time: 1945.44 ms [2022-03-13 16:25:31 main:574] : INFO : Epoch 1990 | loss: 0.0310959 | val_loss: 0.0312129 | Time: 1951.05 ms [2022-03-13 16:25:33 main:574] : INFO : Epoch 1991 | loss: 0.0310956 | val_loss: 0.0312081 | Time: 1906.22 ms [2022-03-13 16:25:35 main:574] : INFO : Epoch 1992 | loss: 0.0310993 | val_loss: 0.0312005 | Time: 2006.71 ms [2022-03-13 16:25:37 main:574] : INFO : Epoch 1993 | loss: 0.0310978 | val_loss: 0.0312091 | Time: 1961.71 ms [2022-03-13 16:25:39 main:574] : INFO : Epoch 1994 | loss: 0.0310968 | val_loss: 0.031199 | Time: 2033.37 ms [2022-03-13 16:25:41 main:574] : INFO : Epoch 1995 | loss: 0.0310924 | val_loss: 0.031203 | Time: 2009.97 ms [2022-03-13 16:25:43 main:574] : INFO : Epoch 1996 | loss: 0.0310922 | val_loss: 0.0311923 | Time: 2023.15 ms [2022-03-13 16:25:45 main:574] : INFO : Epoch 1997 | loss: 0.0310948 | val_loss: 0.0312061 | Time: 2015.38 ms [2022-03-13 16:25:47 main:574] : INFO : Epoch 1998 | loss: 0.0311208 | val_loss: 0.0311913 | Time: 1985.48 ms [2022-03-13 16:25:49 main:574] : INFO : Epoch 1999 | loss: 0.031121 | val_loss: 0.0312057 | Time: 1992 ms [2022-03-13 16:25:51 main:574] : INFO : Epoch 2000 | loss: 0.0311032 | val_loss: 0.0311985 | Time: 2053.18 ms [2022-03-13 16:25:53 main:574] : INFO : Epoch 2001 | loss: 0.0311018 | val_loss: 0.0312132 | Time: 1982.06 ms [2022-03-13 16:25:55 main:574] : INFO : Epoch 2002 | loss: 0.0311106 | val_loss: 0.0311962 | Time: 2013.18 ms [2022-03-13 16:25:57 main:574] : INFO : Epoch 2003 | loss: 0.0311011 | val_loss: 0.0311995 | Time: 2005.05 ms [2022-03-13 16:25:59 main:574] : INFO : Epoch 2004 | loss: 0.0310976 | val_loss: 0.0312006 | Time: 2054.8 ms [2022-03-13 16:26:01 main:574] : INFO : Epoch 2005 | loss: 0.031097 | val_loss: 0.0312056 | Time: 2035.93 ms [2022-03-13 16:26:03 main:574] : INFO : Epoch 2006 | loss: 0.0310968 | val_loss: 0.031206 | Time: 2014.21 ms [2022-03-13 16:26:05 main:574] : INFO : Epoch 2007 | loss: 0.0311031 | val_loss: 0.031198 | Time: 2022.48 ms [2022-03-13 16:26:07 main:574] : INFO : Epoch 2008 | loss: 0.0311016 | val_loss: 0.0311997 | Time: 2009.82 ms [2022-03-13 16:26:09 main:574] : INFO : Epoch 2009 | loss: 0.0310984 | val_loss: 0.0311916 | Time: 1993.66 ms [2022-03-13 16:26:11 main:574] : INFO : Epoch 2010 | loss: 0.0310974 | val_loss: 0.0311907 | Time: 1980.55 ms [2022-03-13 16:26:13 main:574] : INFO : Epoch 2011 | loss: 0.0310932 | val_loss: 0.0311998 | Time: 2000.36 ms [2022-03-13 16:26:15 main:574] : INFO : Epoch 2012 | loss: 0.0310916 | val_loss: 0.0312026 | Time: 2031.11 ms [2022-03-13 16:26:17 main:574] : INFO : Epoch 2013 | loss: 0.0310978 | val_loss: 0.0312062 | Time: 2011.99 ms [2022-03-13 16:26:19 main:574] : INFO : Epoch 2014 | loss: 0.031098 | val_loss: 0.0312008 | Time: 1958.37 ms [2022-03-13 16:26:21 main:574] : INFO : Epoch 2015 | loss: 0.0310965 | val_loss: 0.0312 | Time: 1998.9 ms [2022-03-13 16:26:23 main:574] : INFO : Epoch 2016 | loss: 0.0310976 | val_loss: 0.031202 | Time: 2000.63 ms [2022-03-13 16:26:25 main:574] : INFO : Epoch 2017 | loss: 0.0310934 | val_loss: 0.0311957 | Time: 2004.64 ms [2022-03-13 16:26:27 main:574] : INFO : Epoch 2018 | loss: 0.0310955 | val_loss: 0.0311933 | Time: 1960.11 ms [2022-03-13 16:26:29 main:574] : INFO : Epoch 2019 | loss: 0.0310963 | val_loss: 0.0312213 | Time: 2027.97 ms [2022-03-13 16:26:31 main:574] : INFO : Epoch 2020 | loss: 0.0310975 | val_loss: 0.0311986 | Time: 2050.39 ms [2022-03-13 16:26:33 main:574] : INFO : Epoch 2021 | loss: 0.0311011 | val_loss: 0.0311982 | Time: 2004.77 ms [2022-03-13 16:26:35 main:574] : INFO : Epoch 2022 | loss: 0.0310973 | val_loss: 0.0311923 | Time: 1958.48 ms [2022-03-13 16:26:37 main:574] : INFO : Epoch 2023 | loss: 0.0310909 | val_loss: 0.0312079 | Time: 2017.81 ms [2022-03-13 16:26:39 main:574] : INFO : Epoch 2024 | loss: 0.0310974 | val_loss: 0.0311988 | Time: 1968.45 ms [2022-03-13 16:26:41 main:574] : INFO : Epoch 2025 | loss: 0.0311011 | val_loss: 0.0312163 | Time: 1995.82 ms [2022-03-13 16:26:43 main:574] : INFO : Epoch 2026 | loss: 0.0310999 | val_loss: 0.0312007 | Time: 1968 ms [2022-03-13 16:26:46 main:574] : INFO : Epoch 2027 | loss: 0.0310951 | val_loss: 0.0312116 | Time: 2065.49 ms [2022-03-13 16:26:48 main:574] : INFO : Epoch 2028 | loss: 0.0310953 | val_loss: 0.0312049 | Time: 1984.26 ms [2022-03-13 16:26:50 main:574] : INFO : Epoch 2029 | loss: 0.0310934 | val_loss: 0.0311959 | Time: 1988.22 ms [2022-03-13 16:26:51 main:574] : INFO : Epoch 2030 | loss: 0.0310967 | val_loss: 0.0311999 | Time: 1974.45 ms [2022-03-13 16:26:54 main:574] : INFO : Epoch 2031 | loss: 0.0310952 | val_loss: 0.0311955 | Time: 2070.87 ms [2022-03-13 16:26:56 main:574] : INFO : Epoch 2032 | loss: 0.031099 | val_loss: 0.0311998 | Time: 2002.76 ms [2022-03-13 16:26:58 main:574] : INFO : Epoch 2033 | loss: 0.0310905 | val_loss: 0.0312057 | Time: 2009.08 ms [2022-03-13 16:27:00 main:574] : INFO : Epoch 2034 | loss: 0.0310901 | val_loss: 0.0312075 | Time: 2030.04 ms [2022-03-13 16:27:02 main:574] : INFO : Epoch 2035 | loss: 0.0310896 | val_loss: 0.0311992 | Time: 1919.63 ms [2022-03-13 16:27:04 main:574] : INFO : Epoch 2036 | loss: 0.0310912 | val_loss: 0.0312285 | Time: 1966.89 ms [2022-03-13 16:27:06 main:574] : INFO : Epoch 2037 | loss: 0.0310917 | val_loss: 0.0312059 | Time: 2001.81 ms [2022-03-13 16:27:08 main:574] : INFO : Epoch 2038 | loss: 0.0310931 | val_loss: 0.0312038 | Time: 1976.54 ms [2022-03-13 16:27:10 main:574] : INFO : Epoch 2039 | loss: 0.0310952 | val_loss: 0.0312138 | Time: 1980.5 ms [2022-03-13 16:27:11 main:574] : INFO : Epoch 2040 | loss: 0.03109 | val_loss: 0.0312178 | Time: 1956.59 ms [2022-03-13 16:27:13 main:574] : INFO : Epoch 2041 | loss: 0.0310949 | val_loss: 0.031205 | Time: 1978.23 ms [2022-03-13 16:27:16 main:574] : INFO : Epoch 2042 | loss: 0.0310977 | val_loss: 0.0312103 | Time: 2065.8 ms [2022-03-13 16:27:18 main:574] : INFO : Epoch 2043 | loss: 0.0310951 | val_loss: 0.0312027 | Time: 1994.5 ms [2022-03-13 16:27:20 main:574] : INFO : Epoch 2044 | loss: 0.0310982 | val_loss: 0.0312226 | Time: 2011.2 ms [2022-03-13 16:27:22 main:574] : INFO : Epoch 2045 | loss: 0.0310883 | val_loss: 0.0312131 | Time: 1980.28 ms [2022-03-13 16:27:24 main:574] : INFO : Epoch 2046 | loss: 0.03109 | val_loss: 0.0311972 | Time: 1977.39 ms [2022-03-13 16:27:26 main:574] : INFO : Epoch 2047 | loss: 0.0310932 | val_loss: 0.031207 | Time: 1965.72 ms [2022-03-13 16:27:28 main:574] : INFO : Epoch 2048 | loss: 0.0310921 | val_loss: 0.0312039 | Time: 1975.85 ms [2022-03-13 16:27:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312039 [2022-03-13 16:27:28 main:603] : INFO : Saving end state to config to file [2022-03-13 16:27:28 main:608] : INFO : Success, exiting.. 16:27:28 (27544): 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)