Task 13195355
| Name | ParityModified-1645994079-12472-2-0_1 |
| Workunit | 9548516 |
| Created | 14 Mar 2022, 19:32:49 UTC |
| Sent | 14 Mar 2022, 20:40:09 UTC |
| Report deadline | 22 Mar 2022, 20:40:09 UTC |
| Received | 15 Mar 2022, 10:31:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13797 |
| Run time | 1 hours 9 min 51 sec |
| CPU time | 1 hours 9 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> .61 ms [2022-03-15 10:07:02 main:581] : INFO : Epoch 1598 | loss: 0.0311493 | val_loss: 0.03116 | Time: 1969.71 ms [2022-03-15 10:07:04 main:581] : INFO : Epoch 1599 | loss: 0.0311499 | val_loss: 0.0311644 | Time: 2052.7 ms [2022-03-15 10:07:06 main:581] : INFO : Epoch 1600 | loss: 0.0311519 | val_loss: 0.0311626 | Time: 2025.31 ms [2022-03-15 10:07:08 main:581] : INFO : Epoch 1601 | loss: 0.0311497 | val_loss: 0.0311587 | Time: 2042.37 ms [2022-03-15 10:07:10 main:581] : INFO : Epoch 1602 | loss: 0.031152 | val_loss: 0.0311605 | Time: 1986.65 ms [2022-03-15 10:07:12 main:581] : INFO : Epoch 1603 | loss: 0.0311528 | val_loss: 0.0311576 | Time: 2015.66 ms [2022-03-15 10:07:14 main:581] : INFO : Epoch 1604 | loss: 0.031154 | val_loss: 0.0311648 | Time: 1977.22 ms [2022-03-15 10:07:16 main:581] : INFO : Epoch 1605 | loss: 0.0311507 | val_loss: 0.0311568 | Time: 1970.88 ms [2022-03-15 10:07:18 main:581] : INFO : Epoch 1606 | loss: 0.0311501 | val_loss: 0.0311582 | Time: 1966.25 ms [2022-03-15 10:07:20 main:581] : INFO : Epoch 1607 | loss: 0.0311485 | val_loss: 0.0311625 | Time: 1965.48 ms [2022-03-15 10:07:22 main:581] : INFO : Epoch 1608 | loss: 0.0311554 | val_loss: 0.0311734 | Time: 1966.23 ms [2022-03-15 10:07:24 main:581] : INFO : Epoch 1609 | loss: 0.0311573 | val_loss: 0.0311657 | Time: 1972.14 ms [2022-03-15 10:07:26 main:581] : INFO : Epoch 1610 | loss: 0.0311542 | val_loss: 0.0311593 | Time: 2014.03 ms [2022-03-15 10:07:28 main:581] : INFO : Epoch 1611 | loss: 0.0311483 | val_loss: 0.0311583 | Time: 2013.22 ms [2022-03-15 10:07:30 main:581] : INFO : Epoch 1612 | loss: 0.0311523 | val_loss: 0.0311614 | Time: 1976.28 ms [2022-03-15 10:07:32 main:581] : INFO : Epoch 1613 | loss: 0.031151 | val_loss: 0.0311572 | Time: 2014.47 ms [2022-03-15 10:07:34 main:581] : INFO : Epoch 1614 | loss: 0.0311496 | val_loss: 0.0311574 | Time: 2088.96 ms [2022-03-15 10:07:36 main:581] : INFO : Epoch 1615 | loss: 0.0311484 | val_loss: 0.0311573 | Time: 1981.17 ms [2022-03-15 10:07:38 main:581] : INFO : Epoch 1616 | loss: 0.0311472 | val_loss: 0.0311571 | Time: 1973.27 ms [2022-03-15 10:07:40 main:581] : INFO : Epoch 1617 | loss: 0.0311477 | val_loss: 0.0311573 | Time: 2007.57 ms [2022-03-15 10:07:42 main:581] : INFO : Epoch 1618 | loss: 0.0311484 | val_loss: 0.0311611 | Time: 1980.47 ms [2022-03-15 10:07:44 main:581] : INFO : Epoch 1619 | loss: 0.0311503 | val_loss: 0.0311662 | Time: 1970.13 ms [2022-03-15 10:07:46 main:581] : INFO : Epoch 1620 | loss: 0.0311569 | val_loss: 0.0311633 | Time: 1967.01 ms [2022-03-15 10:07:48 main:581] : INFO : Epoch 1621 | loss: 0.0311494 | val_loss: 0.031157 | Time: 1968.45 ms [2022-03-15 10:07:50 main:581] : INFO : Epoch 1622 | loss: 0.0311488 | val_loss: 0.0311577 | Time: 2014.19 ms [2022-03-15 10:07:52 main:581] : INFO : Epoch 1623 | loss: 0.0311491 | val_loss: 0.0311604 | Time: 2079.72 ms [2022-03-15 10:07:54 main:581] : INFO : Epoch 1624 | loss: 0.0311508 | val_loss: 0.0311569 | Time: 2015.49 ms [2022-03-15 10:07:56 main:581] : INFO : Epoch 1625 | loss: 0.0311498 | val_loss: 0.0311594 | Time: 1977.56 ms [2022-03-15 10:07:58 main:581] : INFO : Epoch 1626 | loss: 0.031149 | val_loss: 0.0311582 | Time: 1973.06 ms [2022-03-15 10:08:00 main:581] : INFO : Epoch 1627 | loss: 0.0311489 | val_loss: 0.0311631 | Time: 2272.12 ms [2022-03-15 10:08:03 main:581] : INFO : Epoch 1628 | loss: 0.0311476 | val_loss: 0.0311584 | Time: 2103.45 ms [2022-03-15 10:08:05 main:581] : INFO : Epoch 1629 | loss: 0.0311491 | val_loss: 0.0311584 | Time: 2006.26 ms [2022-03-15 10:08:07 main:581] : INFO : Epoch 1630 | loss: 0.0311501 | val_loss: 0.0311587 | Time: 1981.65 ms [2022-03-15 10:08:09 main:581] : INFO : Epoch 1631 | loss: 0.0311508 | val_loss: 0.0311657 | Time: 1969.94 ms [2022-03-15 10:08:10 main:581] : INFO : Epoch 1632 | loss: 0.0311499 | val_loss: 0.0311673 | Time: 1968.62 ms [2022-03-15 10:08:12 main:581] : INFO : Epoch 1633 | loss: 0.0311519 | val_loss: 0.0311606 | Time: 1989.66 ms [2022-03-15 10:08:14 main:581] : INFO : Epoch 1634 | loss: 0.0311506 | val_loss: 0.0311592 | Time: 1999.66 ms [2022-03-15 10:08:16 main:581] : INFO : Epoch 1635 | loss: 0.0311486 | val_loss: 0.0311566 | Time: 2013.06 ms [2022-03-15 10:08:18 main:581] : INFO : Epoch 1636 | loss: 0.0311501 | val_loss: 0.0311567 | Time: 1983.37 ms [2022-03-15 10:08:20 main:581] : INFO : Epoch 1637 | loss: 0.0311467 | val_loss: 0.0311569 | Time: 2025.99 ms [2022-03-15 10:08:23 main:581] : INFO : Epoch 1638 | loss: 0.0311468 | val_loss: 0.0311569 | Time: 2016.97 ms [2022-03-15 10:08:25 main:581] : INFO : Epoch 1639 | loss: 0.0311546 | val_loss: 0.0311573 | Time: 1996.49 ms [2022-03-15 10:08:26 main:581] : INFO : Epoch 1640 | loss: 0.0311494 | val_loss: 0.031157 | Time: 1974.1 ms [2022-03-15 10:08:28 main:581] : INFO : Epoch 1641 | loss: 0.0311462 | val_loss: 0.0311579 | Time: 2012.33 ms [2022-03-15 10:08:30 main:581] : INFO : Epoch 1642 | loss: 0.0311465 | val_loss: 0.0311587 | Time: 1975.86 ms [2022-03-15 10:08:32 main:581] : INFO : Epoch 1643 | loss: 0.0311587 | val_loss: 0.0311615 | Time: 1971.65 ms [2022-03-15 10:08:34 main:581] : INFO : Epoch 1644 | loss: 0.0311556 | val_loss: 0.0311597 | Time: 1967.96 ms [2022-03-15 10:08:36 main:581] : INFO : Epoch 1645 | loss: 0.0311475 | val_loss: 0.0311594 | Time: 2011.7 ms [2022-03-15 10:08:38 main:581] : INFO : Epoch 1646 | loss: 0.0311505 | val_loss: 0.0311578 | Time: 2013.87 ms [2022-03-15 10:08:40 main:581] : INFO : Epoch 1647 | loss: 0.0311504 | val_loss: 0.0311611 | Time: 1976.42 ms [2022-03-15 10:08:42 main:581] : INFO : Epoch 1648 | loss: 0.0311504 | val_loss: 0.0311568 | Time: 1976.77 ms [2022-03-15 10:08:44 main:581] : INFO : Epoch 1649 | loss: 0.0311568 | val_loss: 0.03116 | Time: 2013.48 ms [2022-03-15 10:08:46 main:581] : INFO : Epoch 1650 | loss: 0.0311578 | val_loss: 0.0311658 | Time: 1975.58 ms [2022-03-15 10:08:48 main:581] : INFO : Epoch 1651 | loss: 0.0311541 | val_loss: 0.0311587 | Time: 2011.53 ms [2022-03-15 10:08:50 main:581] : INFO : Epoch 1652 | loss: 0.0311567 | val_loss: 0.0311674 | Time: 1986.48 ms [2022-03-15 10:08:52 main:581] : INFO : Epoch 1653 | loss: 0.031157 | val_loss: 0.0311607 | Time: 2034.78 ms [2022-03-15 10:08:54 main:581] : INFO : Epoch 1654 | loss: 0.0311538 | val_loss: 0.0311603 | Time: 1989.62 ms [2022-03-15 10:08:56 main:581] : INFO : Epoch 1655 | loss: 0.0311516 | val_loss: 0.0311625 | Time: 1975.39 ms [2022-03-15 10:08:58 main:581] : INFO : Epoch 1656 | loss: 0.0311506 | val_loss: 0.0311578 | Time: 2078.73 ms [2022-03-15 10:09:01 main:581] : INFO : Epoch 1657 | loss: 0.0311479 | val_loss: 0.0311569 | Time: 2126.39 ms [2022-03-15 10:09:03 main:581] : INFO : Epoch 1658 | loss: 0.0311478 | val_loss: 0.031157 | Time: 1974.74 ms [2022-03-15 10:09:05 main:581] : INFO : Epoch 1659 | loss: 0.0311485 | val_loss: 0.0311601 | Time: 1968.73 ms [2022-03-15 10:09:07 main:581] : INFO : Epoch 1660 | loss: 0.031151 | val_loss: 0.0311618 | Time: 1979.33 ms [2022-03-15 10:09:09 main:581] : INFO : Epoch 1661 | loss: 0.0311497 | val_loss: 0.031156 | Time: 2002.77 ms [2022-03-15 10:09:10 main:581] : INFO : Epoch 1662 | loss: 0.031149 | val_loss: 0.0311579 | Time: 1968.22 ms [2022-03-15 10:09:12 main:581] : INFO : Epoch 1663 | loss: 0.0311529 | val_loss: 0.0311634 | Time: 1972.17 ms [2022-03-15 10:09:14 main:581] : INFO : Epoch 1664 | loss: 0.0311479 | val_loss: 0.0311587 | Time: 2014.52 ms [2022-03-15 10:09:17 main:581] : INFO : Epoch 1665 | loss: 0.0311477 | val_loss: 0.0311562 | Time: 2145.56 ms [2022-03-15 10:09:19 main:581] : INFO : Epoch 1666 | loss: 0.0311464 | val_loss: 0.0311567 | Time: 1985.65 ms [2022-03-15 10:09:21 main:581] : INFO : Epoch 1667 | loss: 0.031146 | val_loss: 0.0311547 | Time: 1977.62 ms [2022-03-15 10:09:23 main:581] : INFO : Epoch 1668 | loss: 0.031146 | val_loss: 0.031157 | Time: 2007.93 ms [2022-03-15 10:09:25 main:581] : INFO : Epoch 1669 | loss: 0.031146 | val_loss: 0.0311608 | Time: 1980.45 ms [2022-03-15 10:09:27 main:581] : INFO : Epoch 1670 | loss: 0.0311449 | val_loss: 0.0311609 | Time: 1977.57 ms [2022-03-15 10:09:29 main:581] : INFO : Epoch 1671 | loss: 0.0311486 | val_loss: 0.0311623 | Time: 2009.04 ms [2022-03-15 10:09:31 main:581] : INFO : Epoch 1672 | loss: 0.0311471 | val_loss: 0.0311561 | Time: 1970.89 ms [2022-03-15 10:09:32 main:581] : INFO : Epoch 1673 | loss: 0.0311448 | val_loss: 0.0311562 | Time: 1969.24 ms [2022-03-15 10:09:34 main:581] : INFO : Epoch 1674 | loss: 0.0311455 | val_loss: 0.0311553 | Time: 1976.2 ms [2022-03-15 10:09:36 main:581] : INFO : Epoch 1675 | loss: 0.0311449 | val_loss: 0.0311568 | Time: 2007.36 ms [2022-03-15 10:09:38 main:581] : INFO : Epoch 1676 | loss: 0.0311448 | val_loss: 0.0311575 | Time: 1981.47 ms [2022-03-15 10:09:41 main:581] : INFO : Epoch 1677 | loss: 0.0311481 | val_loss: 0.0311633 | Time: 2109.47 ms [2022-03-15 10:09:43 main:581] : INFO : Epoch 1678 | loss: 0.0311469 | val_loss: 0.0311557 | Time: 2018.29 ms [2022-03-15 10:09:45 main:581] : INFO : Epoch 1679 | loss: 0.0311452 | val_loss: 0.0311542 | Time: 1981.96 ms [2022-03-15 10:09:47 main:581] : INFO : Epoch 1680 | loss: 0.031149 | val_loss: 0.0311591 | Time: 1971.87 ms [2022-03-15 10:09:49 main:581] : INFO : Epoch 1681 | loss: 0.0311487 | val_loss: 0.0311549 | Time: 1969.8 ms [2022-03-15 10:09:50 main:581] : INFO : Epoch 1682 | loss: 0.0311462 | val_loss: 0.0311544 | Time: 1965.59 ms [2022-03-15 10:09:52 main:581] : INFO : Epoch 1683 | loss: 0.0311456 | val_loss: 0.0311551 | Time: 1973.94 ms [2022-03-15 10:09:54 main:581] : INFO : Epoch 1684 | loss: 0.031146 | val_loss: 0.0311677 | Time: 2007.47 ms [2022-03-15 10:09:56 main:581] : INFO : Epoch 1685 | loss: 0.0311534 | val_loss: 0.0311581 | Time: 1981.26 ms [2022-03-15 10:09:58 main:581] : INFO : Epoch 1686 | loss: 0.0311518 | val_loss: 0.031164 | Time: 2005.16 ms [2022-03-15 10:10:01 main:581] : INFO : Epoch 1687 | loss: 0.0311485 | val_loss: 0.0311527 | Time: 2501.79 ms [2022-03-15 10:10:04 main:581] : INFO : Epoch 1688 | loss: 0.0311503 | val_loss: 0.0311621 | Time: 2970.79 ms [2022-03-15 10:10:06 main:581] : INFO : Epoch 1689 | loss: 0.0311484 | val_loss: 0.0311626 | Time: 2084.6 ms [2022-03-15 10:10:08 main:581] : INFO : Epoch 1690 | loss: 0.0311476 | val_loss: 0.031156 | Time: 1967.94 ms [2022-03-15 10:10:10 main:581] : INFO : Epoch 1691 | loss: 0.0311449 | val_loss: 0.0311532 | Time: 2010.2 ms [2022-03-15 10:10:12 main:581] : INFO : Epoch 1692 | loss: 0.0311445 | val_loss: 0.0311538 | Time: 2013.8 ms [2022-03-15 10:10:14 main:581] : INFO : Epoch 1693 | loss: 0.0311445 | val_loss: 0.0311554 | Time: 1986.45 ms [2022-03-15 10:10:16 main:581] : INFO : Epoch 1694 | loss: 0.0311437 | val_loss: 0.0311558 | Time: 2041.64 ms [2022-03-15 10:10:18 main:581] : INFO : Epoch 1695 | loss: 0.0311434 | val_loss: 0.031155 | Time: 1985.31 ms [2022-03-15 10:10:20 main:581] : INFO : Epoch 1696 | loss: 0.0311437 | val_loss: 0.0311553 | Time: 1975.1 ms [2022-03-15 10:10:22 main:581] : INFO : Epoch 1697 | loss: 0.0311469 | val_loss: 0.0311677 | Time: 2006.64 ms [2022-03-15 10:10:24 main:581] : INFO : Epoch 1698 | loss: 0.0311478 | val_loss: 0.0311592 | Time: 1981.91 ms [2022-03-15 10:10:26 main:581] : INFO : Epoch 1699 | loss: 0.0311496 | val_loss: 0.0311557 | Time: 1974.97 ms [2022-03-15 10:10:28 main:581] : INFO : Epoch 1700 | loss: 0.0311481 | val_loss: 0.0311578 | Time: 2008.39 ms [2022-03-15 10:10:30 main:581] : INFO : Epoch 1701 | loss: 0.0311425 | val_loss: 0.0311546 | Time: 1972.99 ms [2022-03-15 10:10:32 main:581] : INFO : Epoch 1702 | loss: 0.0311433 | val_loss: 0.0311577 | Time: 1970.96 ms [2022-03-15 10:10:34 main:581] : INFO : Epoch 1703 | loss: 0.0311434 | val_loss: 0.0311559 | Time: 2014.11 ms [2022-03-15 10:10:36 main:581] : INFO : Epoch 1704 | loss: 0.0311456 | val_loss: 0.0311555 | Time: 2030.26 ms [2022-03-15 10:10:38 main:581] : INFO : Epoch 1705 | loss: 0.0311437 | val_loss: 0.0311592 | Time: 2013.49 ms [2022-03-15 10:10:40 main:581] : INFO : Epoch 1706 | loss: 0.0311431 | val_loss: 0.0311555 | Time: 2001.51 ms [2022-03-15 10:10:42 main:581] : INFO : Epoch 1707 | loss: 0.0311436 | val_loss: 0.031157 | Time: 1974.41 ms [2022-03-15 10:10:44 main:581] : INFO : Epoch 1708 | loss: 0.0311459 | val_loss: 0.0311676 | Time: 2001.71 ms [2022-03-15 10:10:46 main:581] : INFO : Epoch 1709 | loss: 0.0311476 | val_loss: 0.0311571 | Time: 1992.11 ms [2022-03-15 10:10:48 main:581] : INFO : Epoch 1710 | loss: 0.0311427 | val_loss: 0.0311532 | Time: 1971.05 ms [2022-03-15 10:10:50 main:581] : INFO : Epoch 1711 | loss: 0.0311437 | val_loss: 0.0311568 | Time: 1969.63 ms [2022-03-15 10:10:52 main:581] : INFO : Epoch 1712 | loss: 0.0311433 | val_loss: 0.0311543 | Time: 1968.14 ms [2022-03-15 10:10:54 main:581] : INFO : Epoch 1713 | loss: 0.0311424 | val_loss: 0.0311539 | Time: 2028.73 ms [2022-03-15 10:10:56 main:581] : INFO : Epoch 1714 | loss: 0.0311417 | val_loss: 0.0311536 | Time: 2030.73 ms [2022-03-15 10:10:58 main:581] : INFO : Epoch 1715 | loss: 0.0311416 | val_loss: 0.0311554 | Time: 1987.19 ms [2022-03-15 10:11:00 main:581] : INFO : Epoch 1716 | loss: 0.0311427 | val_loss: 0.0311549 | Time: 1973.43 ms [2022-03-15 10:11:02 main:581] : INFO : Epoch 1717 | loss: 0.0311401 | val_loss: 0.0311543 | Time: 2495.13 ms [2022-03-15 10:11:04 main:581] : INFO : Epoch 1718 | loss: 0.0311421 | val_loss: 0.0311554 | Time: 1989.3 ms [2022-03-15 10:11:06 main:581] : INFO : Epoch 1719 | loss: 0.0311423 | val_loss: 0.0311541 | Time: 2013.06 ms [2022-03-15 10:11:08 main:581] : INFO : Epoch 1720 | loss: 0.0311416 | val_loss: 0.0311552 | Time: 1996.31 ms [2022-03-15 10:11:10 main:581] : INFO : Epoch 1721 | loss: 0.0311414 | val_loss: 0.031155 | Time: 1996.8 ms [2022-03-15 10:11:12 main:581] : INFO : Epoch 1722 | loss: 0.0311407 | val_loss: 0.0311551 | Time: 1977.93 ms [2022-03-15 10:11:14 main:581] : INFO : Epoch 1723 | loss: 0.0311466 | val_loss: 0.0311589 | Time: 2012.83 ms [2022-03-15 10:11:16 main:581] : INFO : Epoch 1724 | loss: 0.031143 | val_loss: 0.0311549 | Time: 2044.48 ms [2022-03-15 10:11:18 main:581] : INFO : Epoch 1725 | loss: 0.0311399 | val_loss: 0.0311546 | Time: 2004.4 ms [2022-03-15 10:11:20 main:581] : INFO : Epoch 1726 | loss: 0.0311421 | val_loss: 0.0311546 | Time: 1974.4 ms [2022-03-15 10:11:22 main:581] : INFO : Epoch 1727 | loss: 0.0311423 | val_loss: 0.0311562 | Time: 1969.57 ms [2022-03-15 10:11:24 main:581] : INFO : Epoch 1728 | loss: 0.0311403 | val_loss: 0.0311531 | Time: 1968.65 ms [2022-03-15 10:11:26 main:581] : INFO : Epoch 1729 | loss: 0.0311408 | val_loss: 0.0311548 | Time: 1970.3 ms [2022-03-15 10:11:28 main:581] : INFO : Epoch 1730 | loss: 0.0311405 | val_loss: 0.0311534 | Time: 2042.92 ms [2022-03-15 10:11:30 main:581] : INFO : Epoch 1731 | loss: 0.0311391 | val_loss: 0.0311616 | Time: 1986.27 ms [2022-03-15 10:11:32 main:581] : INFO : Epoch 1732 | loss: 0.031143 | val_loss: 0.0311574 | Time: 1972.33 ms [2022-03-15 10:11:34 main:581] : INFO : Epoch 1733 | loss: 0.0311442 | val_loss: 0.0311534 | Time: 2015.55 ms [2022-03-15 10:11:36 main:581] : INFO : Epoch 1734 | loss: 0.0311404 | val_loss: 0.0311538 | Time: 2095.84 ms [2022-03-15 10:11:38 main:581] : INFO : Epoch 1735 | loss: 0.0311452 | val_loss: 0.0311758 | Time: 1999.36 ms [2022-03-15 10:11:40 main:581] : INFO : Epoch 1736 | loss: 0.0311489 | val_loss: 0.0311557 | Time: 1975.33 ms [2022-03-15 10:11:42 main:581] : INFO : Epoch 1737 | loss: 0.0311422 | val_loss: 0.0311531 | Time: 1969.91 ms [2022-03-15 10:11:44 main:581] : INFO : Epoch 1738 | loss: 0.0311418 | val_loss: 0.0311576 | Time: 1969.14 ms [2022-03-15 10:11:46 main:581] : INFO : Epoch 1739 | loss: 0.0311415 | val_loss: 0.0311617 | Time: 1987.49 ms [2022-03-15 10:11:48 main:581] : INFO : Epoch 1740 | loss: 0.0311431 | val_loss: 0.0311535 | Time: 1999.61 ms [2022-03-15 10:11:50 main:581] : INFO : Epoch 1741 | loss: 0.0311453 | val_loss: 0.0311557 | Time: 1970.17 ms [2022-03-15 10:11:52 main:581] : INFO : Epoch 1742 | loss: 0.0311425 | val_loss: 0.0311565 | Time: 1969.92 ms [2022-03-15 10:11:54 main:581] : INFO : Epoch 1743 | loss: 0.0311415 | val_loss: 0.0311527 | Time: 2015.85 ms [2022-03-15 10:11:57 main:581] : INFO : Epoch 1744 | loss: 0.03114 | val_loss: 0.0311512 | Time: 2254.99 ms [2022-03-15 10:11:59 main:581] : INFO : Epoch 1745 | loss: 0.0311431 | val_loss: 0.0311543 | Time: 1981.63 ms [2022-03-15 10:12:01 main:581] : INFO : Epoch 1746 | loss: 0.0311457 | val_loss: 0.0311539 | Time: 2186.8 ms [2022-03-15 10:12:04 main:581] : INFO : Epoch 1747 | loss: 0.0311415 | val_loss: 0.0311567 | Time: 2838.27 ms [2022-03-15 10:12:06 main:581] : INFO : Epoch 1748 | loss: 0.0311455 | val_loss: 0.0311526 | Time: 2011.54 ms [2022-03-15 10:12:08 main:581] : INFO : Epoch 1749 | loss: 0.031147 | val_loss: 0.0311533 | Time: 2008.08 ms [2022-03-15 10:12:10 main:581] : INFO : Epoch 1750 | loss: 0.0311472 | val_loss: 0.0311528 | Time: 1986.68 ms [2022-03-15 10:12:12 main:581] : INFO : Epoch 1751 | loss: 0.0311455 | val_loss: 0.0311519 | Time: 1971.42 ms [2022-03-15 10:12:13 main:581] : INFO : Epoch 1752 | loss: 0.0311457 | val_loss: 0.0311535 | Time: 1973.41 ms [2022-03-15 10:12:16 main:581] : INFO : Epoch 1753 | loss: 0.0311432 | val_loss: 0.0311525 | Time: 2013.28 ms [2022-03-15 10:12:18 main:581] : INFO : Epoch 1754 | loss: 0.0311421 | val_loss: 0.0311516 | Time: 2014.52 ms [2022-03-15 10:12:20 main:581] : INFO : Epoch 1755 | loss: 0.0311437 | val_loss: 0.0311517 | Time: 1982.86 ms [2022-03-15 10:12:21 main:581] : INFO : Epoch 1756 | loss: 0.0311426 | val_loss: 0.0311541 | Time: 1989.05 ms [2022-03-15 10:12:23 main:581] : INFO : Epoch 1757 | loss: 0.0311458 | val_loss: 0.031152 | Time: 2003.91 ms [2022-03-15 10:12:26 main:581] : INFO : Epoch 1758 | loss: 0.0311459 | val_loss: 0.0311545 | Time: 2012.01 ms [2022-03-15 10:12:27 main:581] : INFO : Epoch 1759 | loss: 0.0311458 | val_loss: 0.0311529 | Time: 1973.53 ms [2022-03-15 10:12:29 main:581] : INFO : Epoch 1760 | loss: 0.0311471 | val_loss: 0.0311548 | Time: 1970.29 ms [2022-03-15 10:12:31 main:581] : INFO : Epoch 1761 | loss: 0.0311464 | val_loss: 0.0311537 | Time: 1980.72 ms [2022-03-15 10:12:33 main:581] : INFO : Epoch 1762 | loss: 0.0311451 | val_loss: 0.0311521 | Time: 2038.32 ms [2022-03-15 10:12:35 main:581] : INFO : Epoch 1763 | loss: 0.0311465 | val_loss: 0.0311539 | Time: 1992.25 ms [2022-03-15 10:12:37 main:581] : INFO : Epoch 1764 | loss: 0.0311462 | val_loss: 0.0311515 | Time: 2012 ms [2022-03-15 10:12:39 main:581] : INFO : Epoch 1765 | loss: 0.0311443 | val_loss: 0.0311575 | Time: 2011.29 ms [2022-03-15 10:12:41 main:581] : INFO : Epoch 1766 | loss: 0.0311487 | val_loss: 0.0311586 | Time: 1975.17 ms [2022-03-15 10:12:43 main:581] : INFO : Epoch 1767 | loss: 0.0311445 | val_loss: 0.0311518 | Time: 2014.96 ms [2022-03-15 10:12:45 main:581] : INFO : Epoch 1768 | loss: 0.031145 | val_loss: 0.0311515 | Time: 2009.74 ms [2022-03-15 10:12:47 main:581] : INFO : Epoch 1769 | loss: 0.0311457 | val_loss: 0.0311515 | Time: 1980.31 ms [2022-03-15 10:12:49 main:581] : INFO : Epoch 1770 | loss: 0.0311423 | val_loss: 0.0311497 | Time: 1970.24 ms [2022-03-15 10:12:51 main:581] : INFO : Epoch 1771 | loss: 0.0311416 | val_loss: 0.0311511 | Time: 1967.33 ms [2022-03-15 10:12:53 main:581] : INFO : Epoch 1772 | loss: 0.031142 | val_loss: 0.0311504 | Time: 1986.11 ms [2022-03-15 10:12:55 main:581] : INFO : Epoch 1773 | loss: 0.0311438 | val_loss: 0.0311489 | Time: 2062.1 ms [2022-03-15 10:12:57 main:581] : INFO : Epoch 1774 | loss: 0.0311554 | val_loss: 0.0311561 | Time: 2015.76 ms [2022-03-15 10:12:59 main:581] : INFO : Epoch 1775 | loss: 0.0311434 | val_loss: 0.0311497 | Time: 2012.36 ms [2022-03-15 10:13:02 main:581] : INFO : Epoch 1776 | loss: 0.0311402 | val_loss: 0.0311512 | Time: 2144.32 ms [2022-03-15 10:13:04 main:581] : INFO : Epoch 1777 | loss: 0.0311432 | val_loss: 0.031155 | Time: 1980.74 ms [2022-03-15 10:13:06 main:581] : INFO : Epoch 1778 | loss: 0.0311442 | val_loss: 0.0311505 | Time: 1972.67 ms [2022-03-15 10:13:08 main:581] : INFO : Epoch 1779 | loss: 0.0311408 | val_loss: 0.0311525 | Time: 1974.99 ms [2022-03-15 10:13:10 main:581] : INFO : Epoch 1780 | loss: 0.0311412 | val_loss: 0.0311518 | Time: 2007.07 ms [2022-03-15 10:13:12 main:581] : INFO : Epoch 1781 | loss: 0.0311436 | val_loss: 0.0311553 | Time: 1987.07 ms [2022-03-15 10:13:14 main:581] : INFO : Epoch 1782 | loss: 0.0311433 | val_loss: 0.0311514 | Time: 2002.35 ms [2022-03-15 10:13:16 main:581] : INFO : Epoch 1783 | loss: 0.0311413 | val_loss: 0.0311512 | Time: 1973.92 ms [2022-03-15 10:13:18 main:581] : INFO : Epoch 1784 | loss: 0.0311395 | val_loss: 0.031151 | Time: 2022.78 ms [2022-03-15 10:13:20 main:581] : INFO : Epoch 1785 | loss: 0.0311397 | val_loss: 0.0311497 | Time: 2007.17 ms SIGSEGV: segmentation violation Stack trace (43 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x55d97d45bf9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7fc4eba4f730] /lib/x86_64-linux-gnu/libc.so.6(+0x39d57)[0x7fc46d369d57] /lib/x86_64-linux-gnu/libc.so.6(+0x39eba)[0x7fc46d369eba] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x55d97d457b25] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x55d97d457bee] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7fc4eba4f730] ./libcudnn_ops_infer.so.8(+0xa84434)[0x7fc3e62f7434] ./libcudnn_ops_infer.so.8(+0xa844be)[0x7fc3e62f74be] ./libcudnn_ops_infer.so.8(+0xbf4c0b)[0x7fc3e6467c0b] ./libcudnn_ops_infer.so.8(+0xbfd485)[0x7fc3e6470485] ./libcudnn_ops_infer.so.8(+0x9ab975)[0x7fc3e621e975] ./libcudnn_ops_infer.so.8(+0x9a958f)[0x7fc3e621c58f] ./libcudnn_ops_infer.so.8(+0x6ac0db)[0x7fc3e5f1f0db] ./libcudnn_ops_infer.so.8(+0x68e125)[0x7fc3e5f01125] ./libcudnn_ops_infer.so.8(+0x68f8ea)[0x7fc3e5f028ea] ./libcudnn_ops_infer.so.8(_ZN5cudnn12cublasGemmExEP13cublasContext17cublasOperation_tS2_iiiPKvS4_14cudaDataType_tiS4_S5_iS4_PvS5_iS5_16cublasGemmAlgo_t+0x12c)[0x7fc3e5a9659c] ./libcudnn_adv_infer.so.8(+0x777ec)[0x7fc3d14877ec] ./libcudnn_adv_infer.so.8(+0xe89f)[0x7fc3d141e89f] ./libcudnn_adv_infer.so.8(_Z18RNN_forwardGenericP12cudnnContextP14cudnnRNNStructiPKP17cudnnTensorStructPKvS4_S8_S4_S8_P17cudnnFilterStructS8_S6_PvS4_SB_S4_SB_SB_mSB_m18cudnnForwardMode_t+0x5d7)[0x7fc3d14628c7] ./libcudnn_adv_train.so.8(cudnnRNNForwardTraining+0x20e)[0x7fc3bc61661e] ./libtorch_cuda.so(_ZN2at6native10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS1_EElS3_S3_S3_lllbdbbNS5_IlEES3_+0x2214)[0x7fc46e137a64] ./libtorch_cuda.so(+0x85face)[0x7fc46e181ace] ./libtorch_cuda.so(+0x895988)[0x7fc46e1b7988] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7fc4e66f051c] ./libtorch_cpu.so(+0x21cf2d4)[0x7fc4e7aba2d4] ./libtorch_cpu.so(+0x21edb28)[0x7fc4e7ad8b28] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7fc4e66f051c] ./libtorch_cuda.so(+0x80f0fd)[0x7fc46e1310fd] ./libtorch_cuda.so(+0x80fb0a)[0x7fc46e131b0a] ./libtorch_cpu.so(+0x97fe93)[0x7fc4e626ae93] ./libtorch_cpu.so(_ZN2at6native3gruERKNS_6TensorES3_N3c108ArrayRefIS1_EEbldbbb+0xea)[0x7fc4e624e9ba] ./libtorch_cpu.so(+0xeb0a96)[0x7fc4e679ba96] ./libtorch_cpu.so(+0x22e3c92)[0x7fc4e7bcec92] ./libtorch_cpu.so(+0xedd579)[0x7fc4e67c8579] ./libtorch_cpu.so(_ZN2at3gruERKNS_6TensorES2_N3c108ArrayRefIS0_EEbldbbb+0x1b1)[0x7fc4e66cdee1] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl14forward_helperERKN2at6TensorES5_S5_lS3_+0x43a)[0x7fc4e86374ca] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl7forwardERKN2at6TensorES3_+0xb0)[0x7fc4e8637630] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x92fa8)[0x55d97d170fa8] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a0e6)[0x55d97d1780e6] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x55d97d168d10] /lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xeb)[0x7fc46d35409b] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x55d97d16475a] Exiting... DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 -c --maxepoch 2048 nthreads: 1 gpudev: 0 Re-exec()-ing to set environment correctly Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: NVIDIA GeForce GTX 1660 Ti) [2022-03-15 11:22:09 main:442] : INFO : Set logging level to 1 [2022-03-15 11:22:09 main:448] : INFO : Running in BOINC Client mode [2022-03-15 11:22:09 main:451] : INFO : Resolving all filenames [2022-03-15 11:22:09 main:459] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-15 11:22:09 main:459] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-15 11:22:09 main:459] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-15 11:22:09 main:459] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-15 11:22:09 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-15 11:22:09 main:479] : INFO : Dataset filename: dataset.hdf5 [2022-03-15 11:22:09 main:481] : INFO : Configuration: [2022-03-15 11:22:09 main:482] : INFO : Model type: GRU [2022-03-15 11:22:09 main:483] : INFO : Validation Loss Threshold: 0.0001 [2022-03-15 11:22:09 main:484] : INFO : Max Epochs: 2048 [2022-03-15 11:22:09 main:485] : INFO : Batch Size: 128 [2022-03-15 11:22:09 main:486] : INFO : Learning Rate: 0.01 [2022-03-15 11:22:09 main:487] : INFO : Patience: 10 [2022-03-15 11:22:09 main:488] : INFO : Hidden Width: 12 [2022-03-15 11:22:09 main:489] : INFO : # Recurrent Layers: 4 [2022-03-15 11:22:09 main:490] : INFO : # Backend Layers: 4 [2022-03-15 11:22:09 main:491] : INFO : # Threads: 1 [2022-03-15 11:22:09 main:493] : INFO : Preparing Dataset [2022-03-15 11:22:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-15 11:22:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-15 11:22:10 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-15 11:22:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-15 11:22:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-15 11:22:10 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-15 11:22:10 main:501] : INFO : Creating Model [2022-03-15 11:22:10 main:514] : INFO : Preparing config file [2022-03-15 11:22:10 main:518] : INFO : Found checkpoint, attempting to load... [2022-03-15 11:22:10 main:519] : INFO : Loading config [2022-03-15 11:22:10 main:521] : INFO : Loading state [2022-03-15 11:22:11 main:566] : INFO : Loading DataLoader into Memory [2022-03-15 11:22:11 main:569] : INFO : Starting Training [2022-03-15 11:22:15 main:581] : INFO : Epoch 1780 | loss: 0.0320697 | val_loss: 0.0314219 | Time: 3633.82 ms [2022-03-15 11:22:17 main:581] : INFO : Epoch 1781 | loss: 0.031292 | val_loss: 0.0312526 | Time: 2154.26 ms [2022-03-15 11:22:19 main:581] : INFO : Epoch 1782 | loss: 0.0312399 | val_loss: 0.0312154 | Time: 2011.88 ms [2022-03-15 11:22:21 main:581] : INFO : Epoch 1783 | loss: 0.0312039 | val_loss: 0.0311874 | Time: 2004.57 ms [2022-03-15 11:22:23 main:581] : INFO : Epoch 1784 | loss: 0.0311805 | val_loss: 0.0311733 | Time: 2024.42 ms [2022-03-15 11:22:25 main:581] : INFO : Epoch 1785 | loss: 0.0311675 | val_loss: 0.0311633 | Time: 2040.09 ms [2022-03-15 11:22:27 main:581] : INFO : Epoch 1786 | loss: 0.03116 | val_loss: 0.0311578 | Time: 2037.8 ms [2022-03-15 11:22:29 main:581] : INFO : Epoch 1787 | loss: 0.0311468 | val_loss: 0.0311441 | Time: 2013.5 ms [2022-03-15 11:22:31 main:581] : INFO : Epoch 1788 | loss: 0.0311416 | val_loss: 0.031144 | Time: 2012.93 ms [2022-03-15 11:22:33 main:581] : INFO : Epoch 1789 | loss: 0.0311398 | val_loss: 0.0311423 | Time: 1973.49 ms [2022-03-15 11:22:35 main:581] : INFO : Epoch 1790 | loss: 0.0311377 | val_loss: 0.0311416 | Time: 2014.31 ms [2022-03-15 11:22:37 main:581] : INFO : Epoch 1791 | loss: 0.0311377 | val_loss: 0.0311407 | Time: 1976.67 ms [2022-03-15 11:22:39 main:581] : INFO : Epoch 1792 | loss: 0.0311373 | val_loss: 0.031139 | Time: 1978.35 ms [2022-03-15 11:22:41 main:581] : INFO : Epoch 1793 | loss: 0.0311348 | val_loss: 0.0311397 | Time: 2009.53 ms [2022-03-15 11:22:43 main:581] : INFO : Epoch 1794 | loss: 0.0311351 | val_loss: 0.0311399 | Time: 1969.76 ms [2022-03-15 11:22:45 main:581] : INFO : Epoch 1795 | loss: 0.0311353 | val_loss: 0.0311383 | Time: 2003.2 ms [2022-03-15 11:22:47 main:581] : INFO : Epoch 1796 | loss: 0.0311355 | val_loss: 0.0311399 | Time: 2125.69 ms [2022-03-15 11:22:49 main:581] : INFO : Epoch 1797 | loss: 0.0311353 | val_loss: 0.0311366 | Time: 1994.51 ms [2022-03-15 11:22:51 main:581] : INFO : Epoch 1798 | loss: 0.0311338 | val_loss: 0.0311372 | Time: 2079 ms [2022-03-15 11:22:53 main:581] : INFO : Epoch 1799 | loss: 0.0311331 | val_loss: 0.0311364 | Time: 1984.29 ms [2022-03-15 11:22:55 main:581] : INFO : Epoch 1800 | loss: 0.0311317 | val_loss: 0.0311382 | Time: 1973.22 ms [2022-03-15 11:22:57 main:581] : INFO : Epoch 1801 | loss: 0.0311313 | val_loss: 0.0311359 | Time: 1969.15 ms [2022-03-15 11:22:59 main:581] : INFO : Epoch 1802 | loss: 0.0311307 | val_loss: 0.0311355 | Time: 2008.29 ms [2022-03-15 11:23:01 main:581] : INFO : Epoch 1803 | loss: 0.0311314 | val_loss: 0.0311361 | Time: 2000.75 ms [2022-03-15 11:23:03 main:581] : INFO : Epoch 1804 | loss: 0.031132 | val_loss: 0.0311363 | Time: 1973.12 ms [2022-03-15 11:23:05 main:581] : INFO : Epoch 1805 | loss: 0.0311304 | val_loss: 0.0311351 | Time: 2020 ms [2022-03-15 11:23:07 main:581] : INFO : Epoch 1806 | loss: 0.0311294 | val_loss: 0.0311369 | Time: 2054.39 ms [2022-03-15 11:23:09 main:581] : INFO : Epoch 1807 | loss: 0.0311292 | val_loss: 0.0311424 | Time: 2015.72 ms [2022-03-15 11:23:11 main:581] : INFO : Epoch 1808 | loss: 0.0311314 | val_loss: 0.0311367 | Time: 2027.03 ms [2022-03-15 11:23:13 main:581] : INFO : Epoch 1809 | loss: 0.0311299 | val_loss: 0.0311365 | Time: 1976.43 ms [2022-03-15 11:23:15 main:581] : INFO : Epoch 1810 | loss: 0.031128 | val_loss: 0.0311353 | Time: 1973.66 ms [2022-03-15 11:23:17 main:581] : INFO : Epoch 1811 | loss: 0.0311259 | val_loss: 0.0311344 | Time: 1966.12 ms [2022-03-15 11:23:19 main:581] : INFO : Epoch 1812 | loss: 0.0311286 | val_loss: 0.0311439 | Time: 1968.5 ms [2022-03-15 11:23:21 main:581] : INFO : Epoch 1813 | loss: 0.031131 | val_loss: 0.0311332 | Time: 1966.95 ms [2022-03-15 11:23:23 main:581] : INFO : Epoch 1814 | loss: 0.0311298 | val_loss: 0.0311372 | Time: 2009.62 ms [2022-03-15 11:23:25 main:581] : INFO : Epoch 1815 | loss: 0.0311295 | val_loss: 0.0311349 | Time: 2132.2 ms [2022-03-15 11:23:27 main:581] : INFO : Epoch 1816 | loss: 0.0311297 | val_loss: 0.0311448 | Time: 2480.98 ms [2022-03-15 11:23:29 main:581] : INFO : Epoch 1817 | loss: 0.0311315 | val_loss: 0.0311316 | Time: 2012.92 ms [2022-03-15 11:23:32 main:581] : INFO : Epoch 1818 | loss: 0.0311274 | val_loss: 0.03113 | Time: 2023.32 ms [2022-03-15 11:23:33 main:581] : INFO : Epoch 1819 | loss: 0.0311258 | val_loss: 0.0311312 | Time: 1976.91 ms [2022-03-15 11:23:35 main:581] : INFO : Epoch 1820 | loss: 0.031124 | val_loss: 0.0311347 | Time: 1972.3 ms [2022-03-15 11:23:37 main:581] : INFO : Epoch 1821 | loss: 0.031123 | val_loss: 0.0311321 | Time: 1967.53 ms [2022-03-15 11:23:39 main:581] : INFO : Epoch 1822 | loss: 0.0311275 | val_loss: 0.0311342 | Time: 1975.95 ms [2022-03-15 11:23:41 main:581] : INFO : Epoch 1823 | loss: 0.0311284 | val_loss: 0.0311314 | Time: 2086.23 ms [2022-03-15 11:23:43 main:581] : INFO : Epoch 1824 | loss: 0.0311254 | val_loss: 0.0311348 | Time: 1976.23 ms [2022-03-15 11:23:45 main:581] : INFO : Epoch 1825 | loss: 0.031125 | val_loss: 0.0311308 | Time: 1971.66 ms [2022-03-15 11:23:47 main:581] : INFO : Epoch 1826 | loss: 0.0311231 | val_loss: 0.0311321 | Time: 1966.76 ms [2022-03-15 11:23:49 main:581] : INFO : Epoch 1827 | loss: 0.0311219 | val_loss: 0.03113 | Time: 1972.48 ms [2022-03-15 11:23:51 main:581] : INFO : Epoch 1828 | loss: 0.031121 | val_loss: 0.0311293 | Time: 2028.4 ms [2022-03-15 11:23:53 main:581] : INFO : Epoch 1829 | loss: 0.0311197 | val_loss: 0.0311301 | Time: 2045.64 ms [2022-03-15 11:23:55 main:581] : INFO : Epoch 1830 | loss: 0.0311176 | val_loss: 0.0311272 | Time: 1981.17 ms [2022-03-15 11:23:57 main:581] : INFO : Epoch 1831 | loss: 0.0311188 | val_loss: 0.0311284 | Time: 2015.58 ms [2022-03-15 11:23:59 main:581] : INFO : Epoch 1832 | loss: 0.0311161 | val_loss: 0.0311312 | Time: 2017.63 ms [2022-03-15 11:24:02 main:581] : INFO : Epoch 1833 | loss: 0.0311166 | val_loss: 0.0311318 | Time: 2534.04 ms [2022-03-15 11:24:05 main:581] : INFO : Epoch 1834 | loss: 0.0311214 | val_loss: 0.0311326 | Time: 2966.41 ms [2022-03-15 11:24:08 main:581] : INFO : Epoch 1835 | loss: 0.0311219 | val_loss: 0.0311356 | Time: 2974.96 ms [2022-03-15 11:24:10 main:581] : INFO : Epoch 1836 | loss: 0.0311192 | val_loss: 0.0311338 | Time: 2080.82 ms [2022-03-15 11:24:12 main:581] : INFO : Epoch 1837 | loss: 0.0311181 | val_loss: 0.0311325 | Time: 1983.72 ms [2022-03-15 11:24:14 main:581] : INFO : Epoch 1838 | loss: 0.0311154 | val_loss: 0.0311312 | Time: 2003.35 ms [2022-03-15 11:24:16 main:581] : INFO : Epoch 1839 | loss: 0.0311172 | val_loss: 0.0311287 | Time: 1987.18 ms [2022-03-15 11:24:18 main:581] : INFO : Epoch 1840 | loss: 0.0311149 | val_loss: 0.0311367 | Time: 1970.91 ms [2022-03-15 11:24:20 main:581] : INFO : Epoch 1841 | loss: 0.0311192 | val_loss: 0.0311509 | Time: 1969.88 ms [2022-03-15 11:24:22 main:581] : INFO : Epoch 1842 | loss: 0.0311242 | val_loss: 0.0311407 | Time: 2013.66 ms [2022-03-15 11:24:24 main:581] : INFO : Epoch 1843 | loss: 0.0311242 | val_loss: 0.0311328 | Time: 2013.13 ms [2022-03-15 11:24:26 main:581] : INFO : Epoch 1844 | loss: 0.031119 | val_loss: 0.0311285 | Time: 1985.18 ms [2022-03-15 11:24:28 main:581] : INFO : Epoch 1845 | loss: 0.0311146 | val_loss: 0.031132 | Time: 1970.52 ms [2022-03-15 11:24:30 main:581] : INFO : Epoch 1846 | loss: 0.0311163 | val_loss: 0.0311299 | Time: 1974.1 ms [2022-03-15 11:24:32 main:581] : INFO : Epoch 1847 | loss: 0.0311158 | val_loss: 0.0311293 | Time: 2011.76 ms [2022-03-15 11:24:34 main:581] : INFO : Epoch 1848 | loss: 0.0311128 | val_loss: 0.0311288 | Time: 2376.16 ms [2022-03-15 11:24:36 main:581] : INFO : Epoch 1849 | loss: 0.0311116 | val_loss: 0.0311255 | Time: 1987.57 ms [2022-03-15 11:24:38 main:581] : INFO : Epoch 1850 | loss: 0.0311105 | val_loss: 0.0311305 | Time: 1975.03 ms [2022-03-15 11:24:40 main:581] : INFO : Epoch 1851 | loss: 0.0311116 | val_loss: 0.0311279 | Time: 2011.04 ms [2022-03-15 11:24:42 main:581] : INFO : Epoch 1852 | loss: 0.0311118 | val_loss: 0.0311327 | Time: 1999.76 ms [2022-03-15 11:24:44 main:581] : INFO : Epoch 1853 | loss: 0.0311095 | val_loss: 0.0311359 | Time: 1969.68 ms [2022-03-15 11:24:46 main:581] : INFO : Epoch 1854 | loss: 0.0311081 | val_loss: 0.0311357 | Time: 1969.61 ms [2022-03-15 11:24:48 main:581] : INFO : Epoch 1855 | loss: 0.0311092 | val_loss: 0.0311295 | Time: 2015.66 ms [2022-03-15 11:24:50 main:581] : INFO : Epoch 1856 | loss: 0.0311079 | val_loss: 0.031128 | Time: 2020.6 ms [2022-03-15 11:24:52 main:581] : INFO : Epoch 1857 | loss: 0.0311078 | val_loss: 0.0311262 | Time: 1975.87 ms [2022-03-15 11:24:54 main:581] : INFO : Epoch 1858 | loss: 0.0311081 | val_loss: 0.0311257 | Time: 1973.52 ms [2022-03-15 11:24:56 main:581] : INFO : Epoch 1859 | loss: 0.03111 | val_loss: 0.0311283 | Time: 2017.18 ms [2022-03-15 11:24:58 main:581] : INFO : Epoch 1860 | loss: 0.0311156 | val_loss: 0.0311266 | Time: 2017.26 ms [2022-03-15 11:25:00 main:581] : INFO : Epoch 1861 | loss: 0.0311153 | val_loss: 0.0311303 | Time: 2014.44 ms [2022-03-15 11:25:02 main:581] : INFO : Epoch 1862 | loss: 0.0311096 | val_loss: 0.0311288 | Time: 2034.07 ms [2022-03-15 11:25:04 main:581] : INFO : Epoch 1863 | loss: 0.0311064 | val_loss: 0.0311283 | Time: 1987.09 ms [2022-03-15 11:25:06 main:581] : INFO : Epoch 1864 | loss: 0.0311051 | val_loss: 0.0311273 | Time: 1971.82 ms [2022-03-15 11:25:08 main:581] : INFO : Epoch 1865 | loss: 0.0311067 | val_loss: 0.0311326 | Time: 1967.53 ms [2022-03-15 11:25:10 main:581] : INFO : Epoch 1866 | loss: 0.0311058 | val_loss: 0.0311318 | Time: 1969.02 ms [2022-03-15 11:25:12 main:581] : INFO : Epoch 1867 | loss: 0.0311046 | val_loss: 0.0311275 | Time: 2011.08 ms [2022-03-15 11:25:14 main:581] : INFO : Epoch 1868 | loss: 0.0311021 | val_loss: 0.0311275 | Time: 1979.08 ms [2022-03-15 11:25:16 main:581] : INFO : Epoch 1869 | loss: 0.0311045 | val_loss: 0.0311282 | Time: 2016.87 ms [2022-03-15 11:25:18 main:581] : INFO : Epoch 1870 | loss: 0.0311018 | val_loss: 0.0311249 | Time: 2014.46 ms [2022-03-15 11:25:20 main:581] : INFO : Epoch 1871 | loss: 0.0310992 | val_loss: 0.0311235 | Time: 1975.57 ms [2022-03-15 11:25:22 main:581] : INFO : Epoch 1872 | loss: 0.0311022 | val_loss: 0.0311406 | Time: 2021.52 ms [2022-03-15 11:25:24 main:581] : INFO : Epoch 1873 | loss: 0.0311014 | val_loss: 0.0311257 | Time: 2016.1 ms [2022-03-15 11:25:26 main:581] : INFO : Epoch 1874 | loss: 0.0310987 | val_loss: 0.0311249 | Time: 2017.03 ms [2022-03-15 11:25:28 main:581] : INFO : Epoch 1875 | loss: 0.0310966 | val_loss: 0.0311281 | Time: 1974.05 ms [2022-03-15 11:25:30 main:581] : INFO : Epoch 1876 | loss: 0.0311014 | val_loss: 0.0311315 | Time: 1968.76 ms [2022-03-15 11:25:32 main:581] : INFO : Epoch 1877 | loss: 0.0311044 | val_loss: 0.0311251 | Time: 2008.88 ms [2022-03-15 11:25:34 main:581] : INFO : Epoch 1878 | loss: 0.0311001 | val_loss: 0.0311248 | Time: 1976.46 ms [2022-03-15 11:25:36 main:581] : INFO : Epoch 1879 | loss: 0.0310994 | val_loss: 0.0311254 | Time: 2003.54 ms [2022-03-15 11:25:38 main:581] : INFO : Epoch 1880 | loss: 0.0310988 | val_loss: 0.0311201 | Time: 2028.44 ms [2022-03-15 11:25:40 main:581] : INFO : Epoch 1881 | loss: 0.0310965 | val_loss: 0.0311248 | Time: 1979.35 ms [2022-03-15 11:25:42 main:581] : INFO : Epoch 1882 | loss: 0.0310943 | val_loss: 0.0311285 | Time: 2016.54 ms [2022-03-15 11:25:44 main:581] : INFO : Epoch 1883 | loss: 0.0310941 | val_loss: 0.0311257 | Time: 1976.51 ms [2022-03-15 11:25:46 main:581] : INFO : Epoch 1884 | loss: 0.0310977 | val_loss: 0.0311266 | Time: 2026.81 ms [2022-03-15 11:25:48 main:581] : INFO : Epoch 1885 | loss: 0.0311034 | val_loss: 0.0311277 | Time: 2049.23 ms [2022-03-15 11:25:50 main:581] : INFO : Epoch 1886 | loss: 0.031105 | val_loss: 0.0311246 | Time: 1979.85 ms [2022-03-15 11:25:52 main:581] : INFO : Epoch 1887 | loss: 0.0311022 | val_loss: 0.0311265 | Time: 1973.91 ms [2022-03-15 11:25:54 main:581] : INFO : Epoch 1888 | loss: 0.0310983 | val_loss: 0.0311273 | Time: 1966.92 ms [2022-03-15 11:25:56 main:581] : INFO : Epoch 1889 | loss: 0.0310979 | val_loss: 0.0311272 | Time: 1968.35 ms [2022-03-15 11:25:58 main:581] : INFO : Epoch 1890 | loss: 0.0310991 | val_loss: 0.0311264 | Time: 1981.13 ms [2022-03-15 11:26:00 main:581] : INFO : Epoch 1891 | loss: 0.0311014 | val_loss: 0.0311239 | Time: 2338.16 ms [2022-03-15 11:26:04 main:581] : INFO : Epoch 1892 | loss: 0.0311004 | val_loss: 0.0311311 | Time: 3136 ms [2022-03-15 11:26:07 main:581] : INFO : Epoch 1893 | loss: 0.0311002 | val_loss: 0.0311284 | Time: 3162.98 ms [2022-03-15 11:26:09 main:581] : INFO : Epoch 1894 | loss: 0.0310979 | val_loss: 0.0311252 | Time: 1988.78 ms [2022-03-15 11:26:11 main:581] : INFO : Epoch 1895 | loss: 0.0311023 | val_loss: 0.0311295 | Time: 1975.19 ms [2022-03-15 11:26:13 main:581] : INFO : Epoch 1896 | loss: 0.0311038 | val_loss: 0.0311317 | Time: 1975.98 ms [2022-03-15 11:26:15 main:581] : INFO : Epoch 1897 | loss: 0.0311055 | val_loss: 0.0311258 | Time: 2013.53 ms [2022-03-15 11:26:17 main:581] : INFO : Epoch 1898 | loss: 0.0311016 | val_loss: 0.0311244 | Time: 1971.21 ms [2022-03-15 11:26:19 main:581] : INFO : Epoch 1899 | loss: 0.0310995 | val_loss: 0.0311304 | Time: 1964.76 ms [2022-03-15 11:26:21 main:581] : INFO : Epoch 1900 | loss: 0.0310964 | val_loss: 0.0311298 | Time: 1965.44 ms [2022-03-15 11:26:23 main:581] : INFO : Epoch 1901 | loss: 0.0310998 | val_loss: 0.0311265 | Time: 1968.61 ms [2022-03-15 11:26:25 main:581] : INFO : Epoch 1902 | loss: 0.031101 | val_loss: 0.0311228 | Time: 2104.79 ms [2022-03-15 11:26:27 main:581] : INFO : Epoch 1903 | loss: 0.0310981 | val_loss: 0.0311344 | Time: 2010.87 ms [2022-03-15 11:26:29 main:581] : INFO : Epoch 1904 | loss: 0.0311 | val_loss: 0.0311258 | Time: 2016.11 ms [2022-03-15 11:26:31 main:581] : INFO : Epoch 1905 | loss: 0.0311002 | val_loss: 0.0311312 | Time: 1978.72 ms [2022-03-15 11:26:33 main:581] : INFO : Epoch 1906 | loss: 0.0310993 | val_loss: 0.0311269 | Time: 2016.39 ms [2022-03-15 11:26:35 main:581] : INFO : Epoch 1907 | loss: 0.0310979 | val_loss: 0.0311295 | Time: 2016.1 ms [2022-03-15 11:26:37 main:581] : INFO : Epoch 1908 | loss: 0.0310983 | val_loss: 0.0311307 | Time: 1974.46 ms [2022-03-15 11:26:39 main:581] : INFO : Epoch 1909 | loss: 0.0310966 | val_loss: 0.031128 | Time: 1964.98 ms [2022-03-15 11:26:41 main:581] : INFO : Epoch 1910 | loss: 0.0310922 | val_loss: 0.0311338 | Time: 1963.97 ms [2022-03-15 11:26:43 main:581] : INFO : Epoch 1911 | loss: 0.031092 | val_loss: 0.0311258 | Time: 1966 ms [2022-03-15 11:26:45 main:581] : INFO : Epoch 1912 | loss: 0.0310922 | val_loss: 0.0311294 | Time: 1968.43 ms [2022-03-15 11:26:47 main:581] : INFO : Epoch 1913 | loss: 0.031098 | val_loss: 0.0311279 | Time: 2022.6 ms [2022-03-15 11:26:49 main:581] : INFO : Epoch 1914 | loss: 0.031095 | val_loss: 0.0311345 | Time: 2086.2 ms [2022-03-15 11:26:51 main:581] : INFO : Epoch 1915 | loss: 0.0310961 | val_loss: 0.0311297 | Time: 2015 ms [2022-03-15 11:26:53 main:581] : INFO : Epoch 1916 | loss: 0.0310936 | val_loss: 0.0311341 | Time: 1984.27 ms [2022-03-15 11:26:55 main:581] : INFO : Epoch 1917 | loss: 0.0310887 | val_loss: 0.0311313 | Time: 2036.13 ms [2022-03-15 11:26:57 main:581] : INFO : Epoch 1918 | loss: 0.0310879 | val_loss: 0.0311291 | Time: 1997.02 ms [2022-03-15 11:26:59 main:581] : INFO : Epoch 1919 | loss: 0.0310883 | val_loss: 0.0311328 | Time: 1973.44 ms [2022-03-15 11:27:01 main:581] : INFO : Epoch 1920 | loss: 0.0310893 | val_loss: 0.031133 | Time: 2536.82 ms [2022-03-15 11:27:04 main:581] : INFO : Epoch 1921 | loss: 0.0310881 | val_loss: 0.0311311 | Time: 3078.4 ms [2022-03-15 11:27:07 main:581] : INFO : Epoch 1922 | loss: 0.0310886 | val_loss: 0.0311326 | Time: 2695.25 ms [2022-03-15 11:27:09 main:581] : INFO : Epoch 1923 | loss: 0.0310871 | val_loss: 0.0311309 | Time: 1993.3 ms [2022-03-15 11:27:11 main:581] : INFO : Epoch 1924 | loss: 0.0310864 | val_loss: 0.0311296 | Time: 2017.74 ms [2022-03-15 11:27:13 main:581] : INFO : Epoch 1925 | loss: 0.0310868 | val_loss: 0.0311336 | Time: 1980.4 ms [2022-03-15 11:27:15 main:581] : INFO : Epoch 1926 | loss: 0.0310875 | val_loss: 0.0311342 | Time: 2007.26 ms [2022-03-15 11:27:17 main:581] : INFO : Epoch 1927 | loss: 0.0310894 | val_loss: 0.0311322 | Time: 2010.76 ms [2022-03-15 11:27:19 main:581] : INFO : Epoch 1928 | loss: 0.0310898 | val_loss: 0.031131 | Time: 2024.59 ms [2022-03-15 11:27:21 main:581] : INFO : Epoch 1929 | loss: 0.0310915 | val_loss: 0.0311326 | Time: 1984.26 ms [2022-03-15 11:27:23 main:581] : INFO : Epoch 1930 | loss: 0.0310953 | val_loss: 0.0311349 | Time: 1969.67 ms [2022-03-15 11:27:25 main:581] : INFO : Epoch 1931 | loss: 0.0310889 | val_loss: 0.0311355 | Time: 1977.05 ms [2022-03-15 11:27:27 main:581] : INFO : Epoch 1932 | loss: 0.0310871 | val_loss: 0.0311399 | Time: 2012.73 ms [2022-03-15 11:27:29 main:581] : INFO : Epoch 1933 | loss: 0.031086 | val_loss: 0.0311327 | Time: 1979.17 ms [2022-03-15 11:27:31 main:581] : INFO : Epoch 1934 | loss: 0.031088 | val_loss: 0.0311314 | Time: 2014.03 ms [2022-03-15 11:27:33 main:581] : INFO : Epoch 1935 | loss: 0.031089 | val_loss: 0.0311332 | Time: 2014.3 ms [2022-03-15 11:27:35 main:581] : INFO : Epoch 1936 | loss: 0.0310872 | val_loss: 0.0311395 | Time: 2016.52 ms [2022-03-15 11:27:37 main:581] : INFO : Epoch 1937 | loss: 0.0310877 | val_loss: 0.0311324 | Time: 2018.28 ms [2022-03-15 11:27:39 main:581] : INFO : Epoch 1938 | loss: 0.0310854 | val_loss: 0.0311328 | Time: 1974.06 ms [2022-03-15 11:27:41 main:581] : INFO : Epoch 1939 | loss: 0.0310958 | val_loss: 0.0311337 | Time: 1969.23 ms [2022-03-15 11:27:43 main:581] : INFO : Epoch 1940 | loss: 0.0310949 | val_loss: 0.0311349 | Time: 2007.92 ms [2022-03-15 11:27:45 main:581] : INFO : Epoch 1941 | loss: 0.031092 | val_loss: 0.0311331 | Time: 1980.15 ms [2022-03-15 11:27:47 main:581] : INFO : Epoch 1942 | loss: 0.0310907 | val_loss: 0.0311344 | Time: 2013.86 ms [2022-03-15 11:27:49 main:581] : INFO : Epoch 1943 | loss: 0.0310896 | val_loss: 0.0311368 | Time: 1984.67 ms [2022-03-15 11:27:51 main:581] : INFO : Epoch 1944 | loss: 0.0310883 | val_loss: 0.0311333 | Time: 2012.54 ms [2022-03-15 11:27:53 main:581] : INFO : Epoch 1945 | loss: 0.0310904 | val_loss: 0.0311392 | Time: 1971.09 ms [2022-03-15 11:27:55 main:581] : INFO : Epoch 1946 | loss: 0.0310926 | val_loss: 0.0311265 | Time: 1985.03 ms [2022-03-15 11:27:57 main:581] : INFO : Epoch 1947 | loss: 0.0311064 | val_loss: 0.0311376 | Time: 2039.78 ms [2022-03-15 11:27:59 main:581] : INFO : Epoch 1948 | loss: 0.0311018 | val_loss: 0.0311258 | Time: 1985.7 ms [2022-03-15 11:28:01 main:581] : INFO : Epoch 1949 | loss: 0.0310976 | val_loss: 0.0311319 | Time: 2092.94 ms [2022-03-15 11:28:03 main:581] : INFO : Epoch 1950 | loss: 0.0310957 | val_loss: 0.0311302 | Time: 1973.44 ms [2022-03-15 11:28:05 main:581] : INFO : Epoch 1951 | loss: 0.0310959 | val_loss: 0.0311339 | Time: 2011.39 ms [2022-03-15 11:28:07 main:581] : INFO : Epoch 1952 | loss: 0.0310922 | val_loss: 0.0311298 | Time: 1979.21 ms [2022-03-15 11:28:09 main:581] : INFO : Epoch 1953 | loss: 0.0310921 | val_loss: 0.0311322 | Time: 2011.38 ms [2022-03-15 11:28:11 main:581] : INFO : Epoch 1954 | loss: 0.0310897 | val_loss: 0.0311405 | Time: 2018 ms [2022-03-15 11:28:13 main:581] : INFO : Epoch 1955 | loss: 0.0310884 | val_loss: 0.0311289 | Time: 1976.65 ms [2022-03-15 11:28:15 main:581] : INFO : Epoch 1956 | loss: 0.0310869 | val_loss: 0.0311312 | Time: 2015.33 ms [2022-03-15 11:28:17 main:581] : INFO : Epoch 1957 | loss: 0.0310889 | val_loss: 0.0311316 | Time: 1978.84 ms [2022-03-15 11:28:19 main:581] : INFO : Epoch 1958 | loss: 0.0310881 | val_loss: 0.0311352 | Time: 1970 ms [2022-03-15 11:28:21 main:581] : INFO : Epoch 1959 | loss: 0.0310981 | val_loss: 0.0311338 | Time: 2005.31 ms [2022-03-15 11:28:23 main:581] : INFO : Epoch 1960 | loss: 0.0310996 | val_loss: 0.0311389 | Time: 2023.7 ms [2022-03-15 11:28:25 main:581] : INFO : Epoch 1961 | loss: 0.0310995 | val_loss: 0.0311417 | Time: 1972.15 ms [2022-03-15 11:28:27 main:581] : INFO : Epoch 1962 | loss: 0.0310965 | val_loss: 0.0311371 | Time: 1970.16 ms [2022-03-15 11:28:29 main:581] : INFO : Epoch 1963 | loss: 0.0310914 | val_loss: 0.0311357 | Time: 2012.68 ms [2022-03-15 11:28:31 main:581] : INFO : Epoch 1964 | loss: 0.0310878 | val_loss: 0.0311368 | Time: 2003.89 ms [2022-03-15 11:28:33 main:581] : INFO : Epoch 1965 | loss: 0.0310895 | val_loss: 0.0311426 | Time: 2029.19 ms [2022-03-15 11:28:35 main:581] : INFO : Epoch 1966 | loss: 0.0310928 | val_loss: 0.0311411 | Time: 1978.6 ms [2022-03-15 11:28:37 main:581] : INFO : Epoch 1967 | loss: 0.0310931 | val_loss: 0.0311375 | Time: 1973.11 ms [2022-03-15 11:28:39 main:581] : INFO : Epoch 1968 | loss: 0.0310907 | val_loss: 0.0311419 | Time: 1967.02 ms [2022-03-15 11:28:41 main:581] : INFO : Epoch 1969 | loss: 0.031106 | val_loss: 0.0311391 | Time: 2007.1 ms [2022-03-15 11:28:43 main:581] : INFO : Epoch 1970 | loss: 0.0311121 | val_loss: 0.0311325 | Time: 2014.92 ms [2022-03-15 11:28:45 main:581] : INFO : Epoch 1971 | loss: 0.0310992 | val_loss: 0.0311326 | Time: 1984.72 ms [2022-03-15 11:28:47 main:581] : INFO : Epoch 1972 | loss: 0.0310951 | val_loss: 0.031137 | Time: 2021.33 ms [2022-03-15 11:28:49 main:581] : INFO : Epoch 1973 | loss: 0.0310907 | val_loss: 0.0311287 | Time: 1977.34 ms [2022-03-15 11:28:51 main:581] : INFO : Epoch 1974 | loss: 0.0310923 | val_loss: 0.0311303 | Time: 2006.44 ms [2022-03-15 11:28:53 main:581] : INFO : Epoch 1975 | loss: 0.0310892 | val_loss: 0.0311378 | Time: 1982.92 ms [2022-03-15 11:28:55 main:581] : INFO : Epoch 1976 | loss: 0.0310901 | val_loss: 0.0311347 | Time: 1969.87 ms [2022-03-15 11:28:57 main:581] : INFO : Epoch 1977 | loss: 0.0310855 | val_loss: 0.0311413 | Time: 2010.1 ms [2022-03-15 11:28:59 main:581] : INFO : Epoch 1978 | loss: 0.031085 | val_loss: 0.0311408 | Time: 1979.02 ms [2022-03-15 11:29:02 main:581] : INFO : Epoch 1979 | loss: 0.0310845 | val_loss: 0.0311327 | Time: 2669.48 ms [2022-03-15 11:29:04 main:581] : INFO : Epoch 1980 | loss: 0.0310846 | val_loss: 0.03114 | Time: 2189.84 ms [2022-03-15 11:29:06 main:581] : INFO : Epoch 1981 | loss: 0.0310891 | val_loss: 0.0311321 | Time: 2000.11 ms [2022-03-15 11:29:08 main:581] : INFO : Epoch 1982 | loss: 0.0310979 | val_loss: 0.0311302 | Time: 1994.75 ms [2022-03-15 11:29:10 main:581] : INFO : Epoch 1983 | loss: 0.0310936 | val_loss: 0.0311338 | Time: 1976.25 ms [2022-03-15 11:29:12 main:581] : INFO : Epoch 1984 | loss: 0.031092 | val_loss: 0.0311412 | Time: 2015.68 ms [2022-03-15 11:29:14 main:581] : INFO : Epoch 1985 | loss: 0.031091 | val_loss: 0.0311281 | Time: 2013.53 ms [2022-03-15 11:29:16 main:581] : INFO : Epoch 1986 | loss: 0.0310903 | val_loss: 0.0311399 | Time: 1977.73 ms [2022-03-15 11:29:18 main:581] : INFO : Epoch 1987 | loss: 0.0310882 | val_loss: 0.031128 | Time: 2012.54 ms [2022-03-15 11:29:20 main:581] : INFO : Epoch 1988 | loss: 0.0310911 | val_loss: 0.0311286 | Time: 2018.21 ms [2022-03-15 11:29:22 main:581] : INFO : Epoch 1989 | loss: 0.0310929 | val_loss: 0.0311336 | Time: 2016.21 ms [2022-03-15 11:29:24 main:581] : INFO : Epoch 1990 | loss: 0.031089 | val_loss: 0.0311301 | Time: 1981.78 ms [2022-03-15 11:29:26 main:581] : INFO : Epoch 1991 | loss: 0.031086 | val_loss: 0.0311342 | Time: 1970.15 ms [2022-03-15 11:29:28 main:581] : INFO : Epoch 1992 | loss: 0.0310877 | val_loss: 0.0311328 | Time: 1969.12 ms [2022-03-15 11:29:30 main:581] : INFO : Epoch 1993 | loss: 0.0310927 | val_loss: 0.0311411 | Time: 2011.8 ms [2022-03-15 11:29:32 main:581] : INFO : Epoch 1994 | loss: 0.0310933 | val_loss: 0.0311395 | Time: 1974.28 ms [2022-03-15 11:29:34 main:581] : INFO : Epoch 1995 | loss: 0.0310916 | val_loss: 0.0311356 | Time: 2013.47 ms [2022-03-15 11:29:36 main:581] : INFO : Epoch 1996 | loss: 0.0310883 | val_loss: 0.0311389 | Time: 1977.06 ms [2022-03-15 11:29:38 main:581] : INFO : Epoch 1997 | loss: 0.0310876 | val_loss: 0.0311383 | Time: 1977.51 ms [2022-03-15 11:29:40 main:581] : INFO : Epoch 1998 | loss: 0.0310854 | val_loss: 0.0311366 | Time: 2051.51 ms [2022-03-15 11:29:42 main:581] : INFO : Epoch 1999 | loss: 0.031083 | val_loss: 0.0311432 | Time: 2021.52 ms [2022-03-15 11:29:44 main:581] : INFO : Epoch 2000 | loss: 0.0310815 | val_loss: 0.0311366 | Time: 1976.53 ms [2022-03-15 11:29:46 main:581] : INFO : Epoch 2001 | loss: 0.0310866 | val_loss: 0.031134 | Time: 2004 ms [2022-03-15 11:29:48 main:581] : INFO : Epoch 2002 | loss: 0.0310889 | val_loss: 0.0311321 | Time: 1991.27 ms [2022-03-15 11:29:50 main:581] : INFO : Epoch 2003 | loss: 0.0310906 | val_loss: 0.0311369 | Time: 1984.89 ms [2022-03-15 11:29:52 main:581] : INFO : Epoch 2004 | loss: 0.0310853 | val_loss: 0.0311334 | Time: 2003.41 ms [2022-03-15 11:29:54 main:581] : INFO : Epoch 2005 | loss: 0.031082 | val_loss: 0.0311329 | Time: 1968.5 ms [2022-03-15 11:29:56 main:581] : INFO : Epoch 2006 | loss: 0.0310824 | val_loss: 0.0311337 | Time: 2012.54 ms [2022-03-15 11:29:58 main:581] : INFO : Epoch 2007 | loss: 0.0310823 | val_loss: 0.0311342 | Time: 1974.82 ms [2022-03-15 11:30:00 main:581] : INFO : Epoch 2008 | loss: 0.0310837 | val_loss: 0.0311337 | Time: 1965.08 ms [2022-03-15 11:30:02 main:581] : INFO : Epoch 2009 | loss: 0.0310827 | val_loss: 0.0311325 | Time: 2003.79 ms [2022-03-15 11:30:04 main:581] : INFO : Epoch 2010 | loss: 0.0310822 | val_loss: 0.0311376 | Time: 2021.08 ms [2022-03-15 11:30:06 main:581] : INFO : Epoch 2011 | loss: 0.0310818 | val_loss: 0.0311363 | Time: 2050.99 ms [2022-03-15 11:30:08 main:581] : INFO : Epoch 2012 | loss: 0.0310846 | val_loss: 0.0311337 | Time: 1981.24 ms [2022-03-15 11:30:10 main:581] : INFO : Epoch 2013 | loss: 0.0310958 | val_loss: 0.0311308 | Time: 2012.82 ms [2022-03-15 11:30:12 main:581] : INFO : Epoch 2014 | loss: 0.0310928 | val_loss: 0.0311373 | Time: 2017.54 ms [2022-03-15 11:30:14 main:581] : INFO : Epoch 2015 | loss: 0.0310903 | val_loss: 0.0311284 | Time: 1976.83 ms [2022-03-15 11:30:16 main:581] : INFO : Epoch 2016 | loss: 0.0310878 | val_loss: 0.0311329 | Time: 1976.69 ms [2022-03-15 11:30:18 main:581] : INFO : Epoch 2017 | loss: 0.0310908 | val_loss: 0.0311423 | Time: 2014.95 ms [2022-03-15 11:30:20 main:581] : INFO : Epoch 2018 | loss: 0.0310901 | val_loss: 0.0311312 | Time: 1973.31 ms [2022-03-15 11:30:22 main:581] : INFO : Epoch 2019 | loss: 0.0310884 | val_loss: 0.0311365 | Time: 1969.49 ms [2022-03-15 11:30:24 main:581] : INFO : Epoch 2020 | loss: 0.0310875 | val_loss: 0.0311267 | Time: 1967.45 ms [2022-03-15 11:30:26 main:581] : INFO : Epoch 2021 | loss: 0.0310837 | val_loss: 0.0311314 | Time: 2015.11 ms [2022-03-15 11:30:28 main:581] : INFO : Epoch 2022 | loss: 0.0310865 | val_loss: 0.0311331 | Time: 2017.65 ms [2022-03-15 11:30:30 main:581] : INFO : Epoch 2023 | loss: 0.0310834 | val_loss: 0.0311356 | Time: 2026.22 ms [2022-03-15 11:30:32 main:581] : INFO : Epoch 2024 | loss: 0.0310833 | val_loss: 0.0311369 | Time: 2014.12 ms [2022-03-15 11:30:34 main:581] : INFO : Epoch 2025 | loss: 0.0310811 | val_loss: 0.0311342 | Time: 2017.91 ms [2022-03-15 11:30:36 main:581] : INFO : Epoch 2026 | loss: 0.0310801 | val_loss: 0.0311281 | Time: 1976.67 ms [2022-03-15 11:30:38 main:581] : INFO : Epoch 2027 | loss: 0.0310812 | val_loss: 0.0311297 | Time: 1972.39 ms [2022-03-15 11:30:40 main:581] : INFO : Epoch 2028 | loss: 0.0310911 | val_loss: 0.0311361 | Time: 1968.13 ms [2022-03-15 11:30:42 main:581] : INFO : Epoch 2029 | loss: 0.0310807 | val_loss: 0.0311267 | Time: 1979.38 ms [2022-03-15 11:30:44 main:581] : INFO : Epoch 2030 | loss: 0.0310813 | val_loss: 0.0311303 | Time: 2005.76 ms [2022-03-15 11:30:46 main:581] : INFO : Epoch 2031 | loss: 0.0310799 | val_loss: 0.0311293 | Time: 1990.65 ms [2022-03-15 11:30:48 main:581] : INFO : Epoch 2032 | loss: 0.0310776 | val_loss: 0.0311404 | Time: 2039.07 ms [2022-03-15 11:30:50 main:581] : INFO : Epoch 2033 | loss: 0.0310782 | val_loss: 0.0311321 | Time: 1980.69 ms [2022-03-15 11:30:52 main:581] : INFO : Epoch 2034 | loss: 0.0310782 | val_loss: 0.0311334 | Time: 2013.62 ms [2022-03-15 11:30:54 main:581] : INFO : Epoch 2035 | loss: 0.0311018 | val_loss: 0.0311339 | Time: 2095.87 ms [2022-03-15 11:30:56 main:581] : INFO : Epoch 2036 | loss: 0.0311071 | val_loss: 0.031139 | Time: 1988.89 ms [2022-03-15 11:30:58 main:581] : INFO : Epoch 2037 | loss: 0.0311066 | val_loss: 0.0311321 | Time: 1975.2 ms [2022-03-15 11:31:00 main:581] : INFO : Epoch 2038 | loss: 0.0311031 | val_loss: 0.0311335 | Time: 1969.17 ms [2022-03-15 11:31:02 main:581] : INFO : Epoch 2039 | loss: 0.0310992 | val_loss: 0.031132 | Time: 2362.27 ms [2022-03-15 11:31:04 main:581] : INFO : Epoch 2040 | loss: 0.0310933 | val_loss: 0.0311327 | Time: 1965.68 ms [2022-03-15 11:31:06 main:581] : INFO : Epoch 2041 | loss: 0.0310964 | val_loss: 0.0311399 | Time: 1967.08 ms [2022-03-15 11:31:08 main:581] : INFO : Epoch 2042 | loss: 0.0311087 | val_loss: 0.0311444 | Time: 2068.53 ms [2022-03-15 11:31:10 main:581] : INFO : Epoch 2043 | loss: 0.0311142 | val_loss: 0.0311387 | Time: 2009.03 ms [2022-03-15 11:31:12 main:581] : INFO : Epoch 2044 | loss: 0.0311095 | val_loss: 0.0311419 | Time: 2034.76 ms [2022-03-15 11:31:14 main:581] : INFO : Epoch 2045 | loss: 0.0311092 | val_loss: 0.0311411 | Time: 2030.92 ms [2022-03-15 11:31:16 main:581] : INFO : Epoch 2046 | loss: 0.0311054 | val_loss: 0.0311441 | Time: 2003.09 ms [2022-03-15 11:31:18 main:581] : INFO : Epoch 2047 | loss: 0.0310988 | val_loss: 0.0311381 | Time: 1976.56 ms [2022-03-15 11:31:20 main:581] : INFO : Epoch 2048 | loss: 0.0310969 | val_loss: 0.0311387 | Time: 1972.35 ms [2022-03-15 11:31:20 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311387 [2022-03-15 11:31:20 main:610] : INFO : Saving end state to config to file [2022-03-15 11:31:20 main:615] : INFO : Success, exiting.. 11:31:20 (19807): 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)