Task 14618634
| Name | ParityModified-1647048701-26272-2-0_1 |
| Workunit | 11023345 |
| Created | 12 Apr 2022, 17:24:45 UTC |
| Sent | 12 Apr 2022, 17:29:16 UTC |
| Report deadline | 20 Apr 2022, 17:29:16 UTC |
| Received | 13 Apr 2022, 2:14:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 7 min 57 sec |
| CPU time | 1 hours 7 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,261.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> poch 1538 | loss: 0.0311068 | val_loss: 0.0311557 | Time: 1995.28 ms [2022-04-12 18:56:58 main:581] : INFO : Epoch 1539 | loss: 0.0311098 | val_loss: 0.0311505 | Time: 2009.75 ms [2022-04-12 18:56:59 main:581] : INFO : Epoch 1540 | loss: 0.0311078 | val_loss: 0.0311632 | Time: 1963.3 ms [2022-04-12 18:57:01 main:581] : INFO : Epoch 1541 | loss: 0.0311145 | val_loss: 0.0311551 | Time: 2016.32 ms [2022-04-12 18:57:04 main:581] : INFO : Epoch 1542 | loss: 0.0311122 | val_loss: 0.0311574 | Time: 2009.6 ms [2022-04-12 18:57:05 main:581] : INFO : Epoch 1543 | loss: 0.0311148 | val_loss: 0.0311506 | Time: 1979.69 ms [2022-04-12 18:57:07 main:581] : INFO : Epoch 1544 | loss: 0.0311088 | val_loss: 0.0311597 | Time: 1955.54 ms [2022-04-12 18:57:09 main:581] : INFO : Epoch 1545 | loss: 0.031108 | val_loss: 0.0311554 | Time: 1958.26 ms [2022-04-12 18:57:11 main:581] : INFO : Epoch 1546 | loss: 0.0311085 | val_loss: 0.0311612 | Time: 1973.32 ms [2022-04-12 18:57:13 main:581] : INFO : Epoch 1547 | loss: 0.0311083 | val_loss: 0.0311612 | Time: 1992.06 ms [2022-04-12 18:57:15 main:581] : INFO : Epoch 1548 | loss: 0.0311069 | val_loss: 0.0311592 | Time: 1996.47 ms [2022-04-12 18:57:17 main:581] : INFO : Epoch 1549 | loss: 0.0311053 | val_loss: 0.0311584 | Time: 1984.13 ms [2022-04-12 18:57:19 main:581] : INFO : Epoch 1550 | loss: 0.0311027 | val_loss: 0.0311643 | Time: 2005.73 ms [2022-04-12 18:57:21 main:581] : INFO : Epoch 1551 | loss: 0.0311036 | val_loss: 0.0311593 | Time: 2001.63 ms [2022-04-12 18:57:23 main:581] : INFO : Epoch 1552 | loss: 0.0311023 | val_loss: 0.0311597 | Time: 1964.05 ms [2022-04-12 18:57:25 main:581] : INFO : Epoch 1553 | loss: 0.0310998 | val_loss: 0.0311605 | Time: 2013.61 ms [2022-04-12 18:57:27 main:581] : INFO : Epoch 1554 | loss: 0.0311025 | val_loss: 0.0311643 | Time: 1972.4 ms [2022-04-12 18:57:29 main:581] : INFO : Epoch 1555 | loss: 0.0311079 | val_loss: 0.0311595 | Time: 1972.73 ms [2022-04-12 18:57:31 main:581] : INFO : Epoch 1556 | loss: 0.0311077 | val_loss: 0.031153 | Time: 1975.86 ms [2022-04-12 18:57:33 main:581] : INFO : Epoch 1557 | loss: 0.0311042 | val_loss: 0.0311559 | Time: 1992.39 ms [2022-04-12 18:57:35 main:581] : INFO : Epoch 1558 | loss: 0.0311076 | val_loss: 0.0311533 | Time: 1963.69 ms [2022-04-12 18:57:37 main:581] : INFO : Epoch 1559 | loss: 0.0311049 | val_loss: 0.0311562 | Time: 1949.12 ms [2022-04-12 18:57:39 main:581] : INFO : Epoch 1560 | loss: 0.031107 | val_loss: 0.031152 | Time: 1976.15 ms [2022-04-12 18:57:41 main:581] : INFO : Epoch 1561 | loss: 0.0311064 | val_loss: 0.031157 | Time: 2013.41 ms [2022-04-12 18:57:43 main:581] : INFO : Epoch 1562 | loss: 0.0311054 | val_loss: 0.0311543 | Time: 1999.46 ms [2022-04-12 18:57:45 main:581] : INFO : Epoch 1563 | loss: 0.0311037 | val_loss: 0.0311567 | Time: 1975.32 ms [2022-04-12 18:57:47 main:581] : INFO : Epoch 1564 | loss: 0.0311041 | val_loss: 0.0311534 | Time: 2012.33 ms [2022-04-12 18:57:49 main:581] : INFO : Epoch 1565 | loss: 0.0311037 | val_loss: 0.0311591 | Time: 2012.86 ms [2022-04-12 18:57:51 main:581] : INFO : Epoch 1566 | loss: 0.0311041 | val_loss: 0.0311532 | Time: 2043.16 ms [2022-04-12 18:57:53 main:581] : INFO : Epoch 1567 | loss: 0.0311031 | val_loss: 0.0311592 | Time: 2003.49 ms [2022-04-12 18:57:55 main:581] : INFO : Epoch 1568 | loss: 0.0311122 | val_loss: 0.0311472 | Time: 2016.58 ms [2022-04-12 18:57:57 main:581] : INFO : Epoch 1569 | loss: 0.0311155 | val_loss: 0.031154 | Time: 2002.88 ms [2022-04-12 18:57:59 main:581] : INFO : Epoch 1570 | loss: 0.0311105 | val_loss: 0.0311494 | Time: 2007.15 ms [2022-04-12 18:58:01 main:581] : INFO : Epoch 1571 | loss: 0.0311082 | val_loss: 0.0311527 | Time: 1978.33 ms [2022-04-12 18:58:03 main:581] : INFO : Epoch 1572 | loss: 0.0311081 | val_loss: 0.0311484 | Time: 1996.03 ms [2022-04-12 18:58:05 main:581] : INFO : Epoch 1573 | loss: 0.0311062 | val_loss: 0.0311553 | Time: 1995.28 ms [2022-04-12 18:58:07 main:581] : INFO : Epoch 1574 | loss: 0.0311086 | val_loss: 0.0311522 | Time: 1972.91 ms [2022-04-12 18:58:09 main:581] : INFO : Epoch 1575 | loss: 0.0311081 | val_loss: 0.0311583 | Time: 2023.15 ms [2022-04-12 18:58:11 main:581] : INFO : Epoch 1576 | loss: 0.0311059 | val_loss: 0.0311515 | Time: 1994.91 ms [2022-04-12 18:58:13 main:581] : INFO : Epoch 1577 | loss: 0.0311052 | val_loss: 0.0311492 | Time: 1972.26 ms [2022-04-12 18:58:15 main:581] : INFO : Epoch 1578 | loss: 0.0311023 | val_loss: 0.0311518 | Time: 2018.44 ms [2022-04-12 18:58:17 main:581] : INFO : Epoch 1579 | loss: 0.0311035 | val_loss: 0.031148 | Time: 1969.5 ms [2022-04-12 18:58:19 main:581] : INFO : Epoch 1580 | loss: 0.0311032 | val_loss: 0.0311522 | Time: 1977.87 ms [2022-04-12 18:58:21 main:581] : INFO : Epoch 1581 | loss: 0.0311057 | val_loss: 0.0311488 | Time: 2031.27 ms [2022-04-12 18:58:23 main:581] : INFO : Epoch 1582 | loss: 0.0311051 | val_loss: 0.031153 | Time: 1990.73 ms [2022-04-12 18:58:25 main:581] : INFO : Epoch 1583 | loss: 0.031109 | val_loss: 0.0311544 | Time: 1981.26 ms [2022-04-12 18:58:27 main:581] : INFO : Epoch 1584 | loss: 0.0311134 | val_loss: 0.0311536 | Time: 1973.56 ms [2022-04-12 18:58:29 main:581] : INFO : Epoch 1585 | loss: 0.0311076 | val_loss: 0.0311506 | Time: 1999.95 ms [2022-04-12 18:58:31 main:581] : INFO : Epoch 1586 | loss: 0.0311054 | val_loss: 0.0311518 | Time: 1983.66 ms [2022-04-12 18:58:33 main:581] : INFO : Epoch 1587 | loss: 0.0311102 | val_loss: 0.0311483 | Time: 1991.4 ms [2022-04-12 18:58:35 main:581] : INFO : Epoch 1588 | loss: 0.0311174 | val_loss: 0.0311514 | Time: 2005.35 ms [2022-04-12 18:58:37 main:581] : INFO : Epoch 1589 | loss: 0.0311153 | val_loss: 0.0311502 | Time: 1997.22 ms [2022-04-12 18:58:39 main:581] : INFO : Epoch 1590 | loss: 0.0311158 | val_loss: 0.0311539 | Time: 1992.25 ms [2022-04-12 18:58:41 main:581] : INFO : Epoch 1591 | loss: 0.031108 | val_loss: 0.0311453 | Time: 1974.46 ms [2022-04-12 18:58:43 main:581] : INFO : Epoch 1592 | loss: 0.0311051 | val_loss: 0.0311541 | Time: 2008.63 ms [2022-04-12 18:58:45 main:581] : INFO : Epoch 1593 | loss: 0.0311083 | val_loss: 0.0311496 | Time: 2006.32 ms [2022-04-12 18:58:47 main:581] : INFO : Epoch 1594 | loss: 0.031108 | val_loss: 0.0311515 | Time: 1978.62 ms [2022-04-12 18:58:49 main:581] : INFO : Epoch 1595 | loss: 0.0311053 | val_loss: 0.031152 | Time: 1987.74 ms [2022-04-12 18:58:51 main:581] : INFO : Epoch 1596 | loss: 0.0311054 | val_loss: 0.0311518 | Time: 1988.65 ms [2022-04-12 18:58:53 main:581] : INFO : Epoch 1597 | loss: 0.0311033 | val_loss: 0.0311508 | Time: 2000.43 ms [2022-04-12 18:58:55 main:581] : INFO : Epoch 1598 | loss: 0.0311014 | val_loss: 0.0311588 | Time: 2015.03 ms [2022-04-12 18:58:57 main:581] : INFO : Epoch 1599 | loss: 0.0311007 | val_loss: 0.0311529 | Time: 2002.1 ms [2022-04-12 18:58:59 main:581] : INFO : Epoch 1600 | loss: 0.0310972 | val_loss: 0.0311595 | Time: 2010.54 ms [2022-04-12 18:59:01 main:581] : INFO : Epoch 1601 | loss: 0.031104 | val_loss: 0.0311563 | Time: 1991.97 ms [2022-04-12 18:59:03 main:581] : INFO : Epoch 1602 | loss: 0.0311054 | val_loss: 0.0311521 | Time: 1940.33 ms [2022-04-12 18:59:05 main:581] : INFO : Epoch 1603 | loss: 0.0311018 | val_loss: 0.0311525 | Time: 2022.51 ms [2022-04-12 18:59:07 main:581] : INFO : Epoch 1604 | loss: 0.0311006 | val_loss: 0.0311558 | Time: 1973.83 ms [2022-04-12 18:59:09 main:581] : INFO : Epoch 1605 | loss: 0.031099 | val_loss: 0.0311581 | Time: 2000.09 ms [2022-04-12 18:59:11 main:581] : INFO : Epoch 1606 | loss: 0.0311015 | val_loss: 0.031151 | Time: 2010.68 ms [2022-04-12 18:59:13 main:581] : INFO : Epoch 1607 | loss: 0.0310996 | val_loss: 0.0311524 | Time: 1967.31 ms [2022-04-12 18:59:15 main:581] : INFO : Epoch 1608 | loss: 0.0310988 | val_loss: 0.0311524 | Time: 1973.87 ms [2022-04-12 18:59:17 main:581] : INFO : Epoch 1609 | loss: 0.0311024 | val_loss: 0.0311584 | Time: 2002.66 ms [2022-04-12 18:59:19 main:581] : INFO : Epoch 1610 | loss: 0.0311018 | val_loss: 0.0311523 | Time: 1993.55 ms [2022-04-12 18:59:21 main:581] : INFO : Epoch 1611 | loss: 0.031102 | val_loss: 0.0311574 | Time: 1999.29 ms [2022-04-12 18:59:23 main:581] : INFO : Epoch 1612 | loss: 0.0311029 | val_loss: 0.0311521 | Time: 2017.82 ms [2022-04-12 18:59:25 main:581] : INFO : Epoch 1613 | loss: 0.0310981 | val_loss: 0.0311529 | Time: 1980.89 ms [2022-04-12 18:59:27 main:581] : INFO : Epoch 1614 | loss: 0.0310975 | val_loss: 0.0311553 | Time: 2010.1 ms [2022-04-12 18:59:29 main:581] : INFO : Epoch 1615 | loss: 0.0310965 | val_loss: 0.0311552 | Time: 2013.1 ms [2022-04-12 18:59:31 main:581] : INFO : Epoch 1616 | loss: 0.0310989 | val_loss: 0.031157 | Time: 2021.75 ms [2022-04-12 18:59:33 main:581] : INFO : Epoch 1617 | loss: 0.031099 | val_loss: 0.0311512 | Time: 1966.98 ms [2022-04-12 18:59:35 main:581] : INFO : Epoch 1618 | loss: 0.0310986 | val_loss: 0.0311555 | Time: 2015.49 ms [2022-04-12 18:59:37 main:581] : INFO : Epoch 1619 | loss: 0.0310963 | val_loss: 0.0311579 | Time: 1976.7 ms [2022-04-12 18:59:39 main:581] : INFO : Epoch 1620 | loss: 0.0310956 | val_loss: 0.0311524 | Time: 2009.92 ms [2022-04-12 18:59:41 main:581] : INFO : Epoch 1621 | loss: 0.0310951 | val_loss: 0.0311526 | Time: 1998.93 ms [2022-04-12 18:59:43 main:581] : INFO : Epoch 1622 | loss: 0.0310923 | val_loss: 0.0311572 | Time: 2003.33 ms [2022-04-12 18:59:45 main:581] : INFO : Epoch 1623 | loss: 0.0310969 | val_loss: 0.0311536 | Time: 2000.83 ms [2022-04-12 18:59:47 main:581] : INFO : Epoch 1624 | loss: 0.0311005 | val_loss: 0.0311548 | Time: 1998.18 ms [2022-04-12 18:59:49 main:581] : INFO : Epoch 1625 | loss: 0.0311037 | val_loss: 0.0311522 | Time: 2004.03 ms [2022-04-12 18:59:51 main:581] : INFO : Epoch 1626 | loss: 0.0310979 | val_loss: 0.0311557 | Time: 1995.25 ms [2022-04-12 18:59:53 main:581] : INFO : Epoch 1627 | loss: 0.0310953 | val_loss: 0.0311591 | Time: 1989.23 ms [2022-04-12 18:59:55 main:581] : INFO : Epoch 1628 | loss: 0.0310946 | val_loss: 0.031156 | Time: 1974 ms [2022-04-12 18:59:57 main:581] : INFO : Epoch 1629 | loss: 0.0310934 | val_loss: 0.0311514 | Time: 1994.94 ms [2022-04-12 18:59:59 main:581] : INFO : Epoch 1630 | loss: 0.0310924 | val_loss: 0.0311607 | Time: 1982.85 ms [2022-04-12 19:00:01 main:581] : INFO : Epoch 1631 | loss: 0.031093 | val_loss: 0.0311501 | Time: 2009.75 ms [2022-04-12 19:00:03 main:581] : INFO : Epoch 1632 | loss: 0.031093 | val_loss: 0.0311625 | Time: 2011.95 ms [2022-04-12 19:00:05 main:581] : INFO : Epoch 1633 | loss: 0.0310932 | val_loss: 0.0311568 | Time: 2011.66 ms [2022-04-12 19:00:07 main:581] : INFO : Epoch 1634 | loss: 0.0310993 | val_loss: 0.0311576 | Time: 1984.83 ms [2022-04-12 19:00:09 main:581] : INFO : Epoch 1635 | loss: 0.0311002 | val_loss: 0.0311494 | Time: 1956.47 ms [2022-04-12 19:00:11 main:581] : INFO : Epoch 1636 | loss: 0.0311008 | val_loss: 0.0311461 | Time: 2002.62 ms [2022-04-12 19:00:13 main:581] : INFO : Epoch 1637 | loss: 0.0311003 | val_loss: 0.0311516 | Time: 1987.75 ms [2022-04-12 19:00:15 main:581] : INFO : Epoch 1638 | loss: 0.0311023 | val_loss: 0.0311598 | Time: 2012.02 ms [2022-04-12 19:00:17 main:581] : INFO : Epoch 1639 | loss: 0.0310981 | val_loss: 0.031154 | Time: 2024.87 ms [2022-04-12 19:00:19 main:581] : INFO : Epoch 1640 | loss: 0.0310948 | val_loss: 0.0311533 | Time: 2014.93 ms [2022-04-12 19:00:21 main:581] : INFO : Epoch 1641 | loss: 0.0310921 | val_loss: 0.0311595 | Time: 2000.64 ms [2022-04-12 19:00:23 main:581] : INFO : Epoch 1642 | loss: 0.0310959 | val_loss: 0.0311621 | Time: 1995.98 ms [2022-04-12 19:00:25 main:581] : INFO : Epoch 1643 | loss: 0.0310959 | val_loss: 0.0311534 | Time: 2013.91 ms [2022-04-12 19:00:27 main:581] : INFO : Epoch 1644 | loss: 0.0310879 | val_loss: 0.0311548 | Time: 2025.44 ms [2022-04-12 19:00:29 main:581] : INFO : Epoch 1645 | loss: 0.0310911 | val_loss: 0.0311557 | Time: 2002.06 ms [2022-04-12 19:00:31 main:581] : INFO : Epoch 1646 | loss: 0.0310938 | val_loss: 0.0311494 | Time: 2000.67 ms [2022-04-12 19:00:33 main:581] : INFO : Epoch 1647 | loss: 0.0310929 | val_loss: 0.0311614 | Time: 2008.99 ms [2022-04-12 19:00:35 main:581] : INFO : Epoch 1648 | loss: 0.0310943 | val_loss: 0.0311596 | Time: 1997.43 ms [2022-04-12 19:00:37 main:581] : INFO : Epoch 1649 | loss: 0.0310909 | val_loss: 0.0311514 | Time: 1975.99 ms [2022-04-12 19:00:39 main:581] : INFO : Epoch 1650 | loss: 0.0310896 | val_loss: 0.0311598 | Time: 1990.05 ms [2022-04-12 19:00:41 main:581] : INFO : Epoch 1651 | loss: 0.0310893 | val_loss: 0.0311546 | Time: 1990.42 ms [2022-04-12 19:00:43 main:581] : INFO : Epoch 1652 | loss: 0.031092 | val_loss: 0.0311557 | Time: 1998.65 ms [2022-04-12 19:00:45 main:581] : INFO : Epoch 1653 | loss: 0.0310917 | val_loss: 0.0311588 | Time: 1980.54 ms [2022-04-12 19:00:47 main:581] : INFO : Epoch 1654 | loss: 0.0310911 | val_loss: 0.0311567 | Time: 2010.71 ms [2022-04-12 19:00:49 main:581] : INFO : Epoch 1655 | loss: 0.0310913 | val_loss: 0.0311528 | Time: 2019.72 ms [2022-04-12 19:00:51 main:581] : INFO : Epoch 1656 | loss: 0.0310914 | val_loss: 0.0311631 | Time: 2000.23 ms [2022-04-12 19:00:53 main:581] : INFO : Epoch 1657 | loss: 0.0310877 | val_loss: 0.0311617 | Time: 2016.84 ms [2022-04-12 19:00:55 main:581] : INFO : Epoch 1658 | loss: 0.0310888 | val_loss: 0.0311554 | Time: 2003.54 ms [2022-04-12 19:00:57 main:581] : INFO : Epoch 1659 | loss: 0.0310906 | val_loss: 0.0311634 | Time: 2011.81 ms [2022-04-12 19:00:59 main:581] : INFO : Epoch 1660 | loss: 0.0310909 | val_loss: 0.0311562 | Time: 2014.1 ms [2022-04-12 19:01:01 main:581] : INFO : Epoch 1661 | loss: 0.0310895 | val_loss: 0.0311557 | Time: 2009.97 ms [2022-04-12 19:01:03 main:581] : INFO : Epoch 1662 | loss: 0.0310867 | val_loss: 0.0311525 | Time: 2005.66 ms [2022-04-12 19:01:05 main:581] : INFO : Epoch 1663 | loss: 0.0310883 | val_loss: 0.0311584 | Time: 1951.77 ms [2022-04-12 19:01:07 main:581] : INFO : Epoch 1664 | loss: 0.0310865 | val_loss: 0.0311597 | Time: 2002.45 ms [2022-04-12 19:01:09 main:581] : INFO : Epoch 1665 | loss: 0.0310939 | val_loss: 0.031148 | Time: 2026.77 ms [2022-04-12 19:01:11 main:581] : INFO : Epoch 1666 | loss: 0.0310916 | val_loss: 0.0311587 | Time: 2000.12 ms [2022-04-12 19:01:13 main:581] : INFO : Epoch 1667 | loss: 0.031087 | val_loss: 0.0311604 | Time: 1960.78 ms [2022-04-12 19:01:15 main:581] : INFO : Epoch 1668 | loss: 0.0310865 | val_loss: 0.0311551 | Time: 1967.06 ms [2022-04-12 19:01:17 main:581] : INFO : Epoch 1669 | loss: 0.031089 | val_loss: 0.0311627 | Time: 1975.91 ms [2022-04-12 19:01:19 main:581] : INFO : Epoch 1670 | loss: 0.0310866 | val_loss: 0.0311526 | Time: 1994.25 ms [2022-04-12 19:01:21 main:581] : INFO : Epoch 1671 | loss: 0.0310911 | val_loss: 0.03116 | Time: 2021.03 ms [2022-04-12 19:01:23 main:581] : INFO : Epoch 1672 | loss: 0.0310895 | val_loss: 0.0311582 | Time: 2003.7 ms [2022-04-12 19:01:25 main:581] : INFO : Epoch 1673 | loss: 0.0310892 | val_loss: 0.0311562 | Time: 2029.83 ms [2022-04-12 19:01:27 main:581] : INFO : Epoch 1674 | loss: 0.0310892 | val_loss: 0.0311523 | Time: 1966.68 ms [2022-04-12 19:01:29 main:581] : INFO : Epoch 1675 | loss: 0.0310874 | val_loss: 0.0311524 | Time: 1993.9 ms [2022-04-12 19:01:31 main:581] : INFO : Epoch 1676 | loss: 0.0310862 | val_loss: 0.0311635 | Time: 1960.27 ms [2022-04-12 19:01:33 main:581] : INFO : Epoch 1677 | loss: 0.0310865 | val_loss: 0.0311529 | Time: 1968.58 ms [2022-04-12 19:01:35 main:581] : INFO : Epoch 1678 | loss: 0.0310866 | val_loss: 0.0311555 | Time: 1949.94 ms [2022-04-12 19:01:37 main:581] : INFO : Epoch 1679 | loss: 0.0310892 | val_loss: 0.0311572 | Time: 2011.48 ms [2022-04-12 19:01:39 main:581] : INFO : Epoch 1680 | loss: 0.0310897 | val_loss: 0.0311608 | Time: 2017.99 ms [2022-04-12 19:01:41 main:581] : INFO : Epoch 1681 | loss: 0.0310885 | val_loss: 0.0311493 | Time: 1961.36 ms [2022-04-12 19:01:43 main:581] : INFO : Epoch 1682 | loss: 0.0311096 | val_loss: 0.0311575 | Time: 1998.35 ms [2022-04-12 19:01:45 main:581] : INFO : Epoch 1683 | loss: 0.0311091 | val_loss: 0.0311558 | Time: 2028.3 ms [2022-04-12 19:01:47 main:581] : INFO : Epoch 1684 | loss: 0.0311023 | val_loss: 0.0311492 | Time: 2040.85 ms [2022-04-12 19:01:49 main:581] : INFO : Epoch 1685 | loss: 0.0310971 | val_loss: 0.0311507 | Time: 1956.85 ms [2022-04-12 19:01:51 main:581] : INFO : Epoch 1686 | loss: 0.0310939 | val_loss: 0.0311585 | Time: 1965.18 ms [2022-04-12 19:01:53 main:581] : INFO : Epoch 1687 | loss: 0.0310938 | val_loss: 0.0311552 | Time: 2000.26 ms [2022-04-12 19:01:55 main:581] : INFO : Epoch 1688 | loss: 0.0310909 | val_loss: 0.0311551 | Time: 1988.43 ms [2022-04-12 19:01:57 main:581] : INFO : Epoch 1689 | loss: 0.0310942 | val_loss: 0.0311586 | Time: 1975.57 ms [2022-04-12 19:01:59 main:581] : INFO : Epoch 1690 | loss: 0.0310937 | val_loss: 0.0311561 | Time: 1933.98 ms [2022-04-12 19:02:01 main:581] : INFO : Epoch 1691 | loss: 0.0310966 | val_loss: 0.0311547 | Time: 1971.56 ms [2022-04-12 19:02:03 main:581] : INFO : Epoch 1692 | loss: 0.0310944 | val_loss: 0.0311613 | Time: 1986.76 ms [2022-04-12 19:02:05 main:581] : INFO : Epoch 1693 | loss: 0.0310935 | val_loss: 0.0311571 | Time: 1961.53 ms [2022-04-12 19:02:07 main:581] : INFO : Epoch 1694 | loss: 0.0310964 | val_loss: 0.0311503 | Time: 1987.62 ms [2022-04-12 19:02:09 main:581] : INFO : Epoch 1695 | loss: 0.0310932 | val_loss: 0.0311574 | Time: 2011.56 ms [2022-04-12 19:02:11 main:581] : INFO : Epoch 1696 | loss: 0.0310981 | val_loss: 0.0311515 | Time: 2001.14 ms [2022-04-12 19:02:13 main:581] : INFO : Epoch 1697 | loss: 0.0310966 | val_loss: 0.0311535 | Time: 1963.3 ms [2022-04-12 19:02:15 main:581] : INFO : Epoch 1698 | loss: 0.0310918 | val_loss: 0.0311548 | Time: 1943.72 ms [2022-04-12 19:02:17 main:581] : INFO : Epoch 1699 | loss: 0.0310876 | val_loss: 0.0311572 | Time: 2005.42 ms [2022-04-12 19:02:18 main:581] : INFO : Epoch 1700 | loss: 0.0310887 | val_loss: 0.0311732 | Time: 1988.19 ms [2022-04-12 19:02:20 main:581] : INFO : Epoch 1701 | loss: 0.0310944 | val_loss: 0.0311551 | Time: 1993.35 ms [2022-04-12 19:02:22 main:581] : INFO : Epoch 1702 | loss: 0.0310918 | val_loss: 0.0311597 | Time: 1950.75 ms [2022-04-12 19:02:24 main:581] : INFO : Epoch 1703 | loss: 0.0310908 | val_loss: 0.0311533 | Time: 1987.85 ms [2022-04-12 19:02:26 main:581] : INFO : Epoch 1704 | loss: 0.0310892 | val_loss: 0.0311527 | Time: 2007.12 ms [2022-04-12 19:02:28 main:581] : INFO : Epoch 1705 | loss: 0.0310871 | val_loss: 0.0311517 | Time: 1994.66 ms [2022-04-12 19:02:30 main:581] : INFO : Epoch 1706 | loss: 0.0310878 | val_loss: 0.0311546 | Time: 1974.7 ms [2022-04-12 19:02:32 main:581] : INFO : Epoch 1707 | loss: 0.0310871 | val_loss: 0.0311496 | Time: 1976.47 ms [2022-04-12 19:02:34 main:581] : INFO : Epoch 1708 | loss: 0.0310857 | val_loss: 0.0311519 | Time: 1975.6 ms [2022-04-12 19:02:36 main:581] : INFO : Epoch 1709 | loss: 0.0310859 | val_loss: 0.0311539 | Time: 2003.51 ms [2022-04-12 19:02:38 main:581] : INFO : Epoch 1710 | loss: 0.0310874 | val_loss: 0.0311556 | Time: 2001.33 ms [2022-04-12 19:02:40 main:581] : INFO : Epoch 1711 | loss: 0.0310878 | val_loss: 0.0311598 | Time: 1988.93 ms [2022-04-12 19:02:42 main:581] : INFO : Epoch 1712 | loss: 0.0310893 | val_loss: 0.0311593 | Time: 2006.58 ms [2022-04-12 19:02:44 main:581] : INFO : Epoch 1713 | loss: 0.0310881 | val_loss: 0.0311652 | Time: 1979.54 ms [2022-04-12 19:02:46 main:581] : INFO : Epoch 1714 | loss: 0.0310886 | val_loss: 0.0311493 | Time: 2021.07 ms [2022-04-12 19:02:48 main:581] : INFO : Epoch 1715 | loss: 0.0310915 | val_loss: 0.0311616 | Time: 1984.7 ms [2022-04-12 19:02:50 main:581] : INFO : Epoch 1716 | loss: 0.0310895 | val_loss: 0.0311486 | Time: 1956.95 ms [2022-04-12 19:02:52 main:581] : INFO : Epoch 1717 | loss: 0.0310892 | val_loss: 0.0311477 | Time: 1979.01 ms [2022-04-12 19:02:54 main:581] : INFO : Epoch 1718 | loss: 0.031086 | val_loss: 0.0311519 | Time: 2000.36 ms [2022-04-12 19:02:56 main:581] : INFO : Epoch 1719 | loss: 0.0310881 | val_loss: 0.0311558 | Time: 1996.64 ms [2022-04-12 19:02:58 main:581] : INFO : Epoch 1720 | loss: 0.0310874 | val_loss: 0.0311619 | Time: 1999.52 ms [2022-04-12 19:03:00 main:581] : INFO : Epoch 1721 | loss: 0.0310877 | val_loss: 0.0311518 | Time: 1992.88 ms [2022-04-12 19:03:02 main:581] : INFO : Epoch 1722 | loss: 0.0310863 | val_loss: 0.0311615 | Time: 1977.89 ms [2022-04-12 19:03:04 main:581] : INFO : Epoch 1723 | loss: 0.0310853 | val_loss: 0.0311708 | Time: 1987.95 ms [2022-04-12 19:03:06 main:581] : INFO : Epoch 1724 | loss: 0.0310836 | val_loss: 0.0311606 | Time: 1992.46 ms [2022-04-12 19:03:08 main:581] : INFO : Epoch 1725 | loss: 0.0310815 | val_loss: 0.0311589 | Time: 2003.59 ms [2022-04-12 19:03:10 main:581] : INFO : Epoch 1726 | loss: 0.031083 | val_loss: 0.0311567 | Time: 1999.13 ms [2022-04-12 19:03:12 main:581] : INFO : Epoch 1727 | loss: 0.0310948 | val_loss: 0.0311594 | Time: 1911.92 ms [2022-04-12 19:03:14 main:581] : INFO : Epoch 1728 | loss: 0.0311061 | val_loss: 0.0311513 | Time: 1971.23 ms [2022-04-12 19:03:16 main:581] : INFO : Epoch 1729 | loss: 0.0311051 | val_loss: 0.0311528 | Time: 1988.73 ms [2022-04-12 19:03:18 main:581] : INFO : Epoch 1730 | loss: 0.0310955 | val_loss: 0.0311585 | Time: 2007.88 ms [2022-04-12 19:03:20 main:581] : INFO : Epoch 1731 | loss: 0.0310944 | val_loss: 0.0311515 | Time: 1992.44 ms [2022-04-12 19:03:22 main:581] : INFO : Epoch 1732 | loss: 0.0310937 | val_loss: 0.0311485 | Time: 1971.45 ms [2022-04-12 19:03:24 main:581] : INFO : Epoch 1733 | loss: 0.0310971 | val_loss: 0.0311538 | Time: 1957.77 ms [2022-04-12 19:03:26 main:581] : INFO : Epoch 1734 | loss: 0.0311037 | val_loss: 0.0311462 | Time: 1981.03 ms [2022-04-12 19:03:28 main:581] : INFO : Epoch 1735 | loss: 0.0311023 | val_loss: 0.0311484 | Time: 1997.75 ms [2022-04-12 19:03:30 main:581] : INFO : Epoch 1736 | loss: 0.0310964 | val_loss: 0.0311486 | Time: 1994.92 ms [2022-04-12 19:03:32 main:581] : INFO : Epoch 1737 | loss: 0.0310956 | val_loss: 0.0311558 | Time: 2015.74 ms [2022-04-12 19:03:34 main:581] : INFO : Epoch 1738 | loss: 0.0310968 | val_loss: 0.0311692 | Time: 1989.27 ms [2022-04-12 19:03:36 main:581] : INFO : Epoch 1739 | loss: 0.0311059 | val_loss: 0.0311551 | Time: 1988.92 ms [2022-04-12 19:03:38 main:581] : INFO : Epoch 1740 | loss: 0.0311054 | val_loss: 0.0311504 | Time: 1990.56 ms [2022-04-12 19:03:40 main:581] : INFO : Epoch 1741 | loss: 0.0311019 | val_loss: 0.0311572 | Time: 1986.4 ms [2022-04-12 19:03:42 main:581] : INFO : Epoch 1742 | loss: 0.0310951 | val_loss: 0.0311478 | Time: 1991.23 ms [2022-04-12 19:03:44 main:581] : INFO : Epoch 1743 | loss: 0.0310961 | val_loss: 0.0311553 | Time: 2011.53 ms [2022-04-12 19:03:46 main:581] : INFO : Epoch 1744 | loss: 0.0310979 | val_loss: 0.0311542 | Time: 1975.78 ms [2022-04-12 19:03:48 main:581] : INFO : Epoch 1745 | loss: 0.0310952 | val_loss: 0.0311663 | Time: 1992.19 ms [2022-04-12 19:03:50 main:581] : INFO : Epoch 1746 | loss: 0.031092 | val_loss: 0.0311527 | Time: 1988.36 ms [2022-04-12 19:03:52 main:581] : INFO : Epoch 1747 | loss: 0.031091 | val_loss: 0.0311628 | Time: 2004.97 ms [2022-04-12 19:03:54 main:581] : INFO : Epoch 1748 | loss: 0.0310906 | val_loss: 0.0311548 | Time: 1992.29 ms [2022-04-12 19:03:56 main:581] : INFO : Epoch 1749 | loss: 0.0310911 | val_loss: 0.0311509 | Time: 1953.65 ms [2022-04-12 19:03:58 main:581] : INFO : Epoch 1750 | loss: 0.0310879 | val_loss: 0.0311624 | Time: 1973.9 ms [2022-04-12 19:04:00 main:581] : INFO : Epoch 1751 | loss: 0.0310866 | val_loss: 0.0311523 | Time: 1985.56 ms [2022-04-12 19:04:02 main:581] : INFO : Epoch 1752 | loss: 0.0310864 | val_loss: 0.0311518 | Time: 1930.12 ms [2022-04-12 19:04:04 main:581] : INFO : Epoch 1753 | loss: 0.0310911 | val_loss: 0.0311584 | Time: 2014.58 ms [2022-04-12 19:04:06 main:581] : INFO : Epoch 1754 | loss: 0.0310908 | val_loss: 0.0311539 | Time: 2005.23 ms [2022-04-12 19:04:08 main:581] : INFO : Epoch 1755 | loss: 0.0310893 | val_loss: 0.0311578 | Time: 1949.53 ms [2022-04-12 19:04:10 main:581] : INFO : Epoch 1756 | loss: 0.0310874 | val_loss: 0.0311538 | Time: 1922.95 ms [2022-04-12 19:04:12 main:581] : INFO : Epoch 1757 | loss: 0.0310833 | val_loss: 0.0311541 | Time: 1993.29 ms [2022-04-12 19:04:14 main:581] : INFO : Epoch 1758 | loss: 0.0311006 | val_loss: 0.0311538 | Time: 1949.01 ms [2022-04-12 19:04:16 main:581] : INFO : Epoch 1759 | loss: 0.0311005 | val_loss: 0.0311587 | Time: 1978.62 ms [2022-04-12 19:04:18 main:581] : INFO : Epoch 1760 | loss: 0.0310922 | val_loss: 0.0311489 | Time: 1976.67 ms [2022-04-12 19:04:20 main:581] : INFO : Epoch 1761 | loss: 0.031093 | val_loss: 0.0311504 | Time: 1978.63 ms [2022-04-12 19:04:22 main:581] : INFO : Epoch 1762 | loss: 0.0310905 | val_loss: 0.0311532 | Time: 1992.76 ms [2022-04-12 19:04:24 main:581] : INFO : Epoch 1763 | loss: 0.0310866 | val_loss: 0.0311514 | Time: 1989.2 ms [2022-04-12 19:04:26 main:581] : INFO : Epoch 1764 | loss: 0.0310903 | val_loss: 0.0311542 | Time: 1965.09 ms [2022-04-12 19:04:27 main:581] : INFO : Epoch 1765 | loss: 0.0310959 | val_loss: 0.0311477 | Time: 1975.09 ms [2022-04-12 19:04:29 main:581] : INFO : Epoch 1766 | loss: 0.0310988 | val_loss: 0.0311514 | Time: 1986.39 ms [2022-04-12 19:04:31 main:581] : INFO : Epoch 1767 | loss: 0.031097 | val_loss: 0.0311537 | Time: 1990.88 ms [2022-04-12 19:04:33 main:581] : INFO : Epoch 1768 | loss: 0.0310947 | val_loss: 0.0311558 | Time: 1961.95 ms [2022-04-12 19:04:35 main:581] : INFO : Epoch 1769 | loss: 0.0310913 | val_loss: 0.031156 | Time: 1997.3 ms [2022-04-12 19:04:37 main:581] : INFO : Epoch 1770 | loss: 0.0310864 | val_loss: 0.03115 | Time: 2001.54 ms [2022-04-12 19:04:39 main:581] : INFO : Epoch 1771 | loss: 0.031085 | val_loss: 0.0311591 | Time: 2013.62 ms [2022-04-12 19:04:41 main:581] : INFO : Epoch 1772 | loss: 0.0310887 | val_loss: 0.031156 | Time: 1976.09 ms [2022-04-12 19:04:43 main:581] : INFO : Epoch 1773 | loss: 0.0310886 | val_loss: 0.0311495 | Time: 1980.5 ms [2022-04-12 19:04:45 main:581] : INFO : Epoch 1774 | loss: 0.0310877 | val_loss: 0.031154 | Time: 1957.28 ms [2022-04-12 19:04:47 main:581] : INFO : Epoch 1775 | loss: 0.0310856 | val_loss: 0.0311527 | Time: 1989.29 ms [2022-04-12 19:04:49 main:581] : INFO : Epoch 1776 | loss: 0.0310857 | val_loss: 0.0311618 | Time: 1984.21 ms [2022-04-12 19:04:51 main:581] : INFO : Epoch 1777 | loss: 0.0310826 | val_loss: 0.0311627 | Time: 2025.25 ms [2022-04-12 19:04:53 main:581] : INFO : Epoch 1778 | loss: 0.0310811 | val_loss: 0.0311521 | Time: 2004.92 ms [2022-04-12 19:04:55 main:581] : INFO : Epoch 1779 | loss: 0.0310807 | val_loss: 0.0311539 | Time: 1988.37 ms [2022-04-12 19:04:57 main:581] : INFO : Epoch 1780 | loss: 0.0310793 | val_loss: 0.031158 | Time: 2000.57 ms [2022-04-12 19:04:59 main:581] : INFO : Epoch 1781 | loss: 0.0310795 | val_loss: 0.0311501 | Time: 1952.3 ms [2022-04-12 19:05:01 main:581] : INFO : Epoch 1782 | loss: 0.0310781 | val_loss: 0.0311547 | Time: 2011.45 ms [2022-04-12 19:05:03 main:581] : INFO : Epoch 1783 | loss: 0.0310806 | val_loss: 0.0311496 | Time: 1996.44 ms [2022-04-12 19:05:05 main:581] : INFO : Epoch 1784 | loss: 0.0310809 | val_loss: 0.0311448 | Time: 1953.14 ms [2022-04-12 19:05:07 main:581] : INFO : Epoch 1785 | loss: 0.0310804 | val_loss: 0.0311539 | Time: 1964.43 ms [2022-04-12 19:05:09 main:581] : INFO : Epoch 1786 | loss: 0.0310809 | val_loss: 0.0311503 | Time: 2003.56 ms [2022-04-12 19:05:11 main:581] : INFO : Epoch 1787 | loss: 0.0310826 | val_loss: 0.0311466 | Time: 2024.41 ms [2022-04-12 19:05:13 main:581] : INFO : Epoch 1788 | loss: 0.0310839 | val_loss: 0.031155 | Time: 1973.81 ms [2022-04-12 19:05:15 main:581] : INFO : Epoch 1789 | loss: 0.0310793 | val_loss: 0.0311451 | Time: 1989.4 ms [2022-04-12 19:05:17 main:581] : INFO : Epoch 1790 | loss: 0.0310789 | val_loss: 0.0311557 | Time: 1972.22 ms [2022-04-12 19:05:19 main:581] : INFO : Epoch 1791 | loss: 0.0310852 | val_loss: 0.0311473 | Time: 2003.06 ms [2022-04-12 19:05:21 main:581] : INFO : Epoch 1792 | loss: 0.0310809 | val_loss: 0.0311483 | Time: 1966.31 ms [2022-04-12 19:05:23 main:581] : INFO : Epoch 1793 | loss: 0.0310828 | val_loss: 0.0311513 | Time: 1964.48 ms [2022-04-12 19:05:25 main:581] : INFO : Epoch 1794 | loss: 0.0310816 | val_loss: 0.0311514 | Time: 1988.75 ms [2022-04-12 19:05:27 main:581] : INFO : Epoch 1795 | loss: 0.031078 | val_loss: 0.031151 | Time: 1985.82 ms [2022-04-12 19:05:29 main:581] : INFO : Epoch 1796 | loss: 0.0310803 | val_loss: 0.0311557 | Time: 1971.43 ms [2022-04-12 19:05:31 main:581] : INFO : Epoch 1797 | loss: 0.0310914 | val_loss: 0.0311557 | Time: 1951.49 ms [2022-04-12 19:05:33 main:581] : INFO : Epoch 1798 | loss: 0.0310937 | val_loss: 0.0311586 | Time: 1973.78 ms [2022-04-12 19:05:35 main:581] : INFO : Epoch 1799 | loss: 0.0310897 | val_loss: 0.0311542 | Time: 1992.11 ms [2022-04-12 19:05:37 main:581] : INFO : Epoch 1800 | loss: 0.0310853 | val_loss: 0.031159 | Time: 1986.99 ms [2022-04-12 19:05:39 main:581] : INFO : Epoch 1801 | loss: 0.0310839 | val_loss: 0.0311661 | Time: 1980.74 ms [2022-04-12 19:05:41 main:581] : INFO : Epoch 1802 | loss: 0.0310843 | val_loss: 0.0311498 | Time: 1979.16 ms [2022-04-12 19:05:43 main:581] : INFO : Epoch 1803 | loss: 0.0310867 | val_loss: 0.0311495 | Time: 2004.06 ms [2022-04-12 19:05:45 main:581] : INFO : Epoch 1804 | loss: 0.0310889 | val_loss: 0.0311584 | Time: 1989.53 ms [2022-04-12 19:05:47 main:581] : INFO : Epoch 1805 | loss: 0.0310906 | val_loss: 0.0311478 | Time: 1979.02 ms [2022-04-12 19:05:49 main:581] : INFO : Epoch 1806 | loss: 0.0310861 | val_loss: 0.0311551 | Time: 1989.74 ms [2022-04-12 19:05:51 main:581] : INFO : Epoch 1807 | loss: 0.031084 | val_loss: 0.0311592 | Time: 1958.52 ms [2022-04-12 19:05:53 main:581] : INFO : Epoch 1808 | loss: 0.0310842 | val_loss: 0.0311544 | Time: 1982.36 ms [2022-04-12 19:05:55 main:581] : INFO : Epoch 1809 | loss: 0.0310822 | val_loss: 0.0311563 | Time: 1976.87 ms [2022-04-12 19:05:57 main:581] : INFO : Epoch 1810 | loss: 0.0310804 | val_loss: 0.0311524 | Time: 1992.06 ms [2022-04-12 19:05:59 main:581] : INFO : Epoch 1811 | loss: 0.0310834 | val_loss: 0.0311555 | Time: 1972.49 ms [2022-04-12 19:06:01 main:581] : INFO : Epoch 1812 | loss: 0.0310785 | val_loss: 0.0311549 | Time: 2000.91 ms [2022-04-12 19:06:03 main:581] : INFO : Epoch 1813 | loss: 0.0310786 | val_loss: 0.0311682 | Time: 1974.4 ms [2022-04-12 19:06:05 main:581] : INFO : Epoch 1814 | loss: 0.0310761 | val_loss: 0.0311623 | Time: 1937.09 ms [2022-04-12 19:06:07 main:581] : INFO : Epoch 1815 | loss: 0.031078 | val_loss: 0.0311547 | Time: 1987.38 ms [2022-04-12 19:06:09 main:581] : INFO : Epoch 1816 | loss: 0.0310863 | val_loss: 0.0311498 | Time: 1993.74 ms [2022-04-12 19:06:11 main:581] : INFO : Epoch 1817 | loss: 0.0310927 | val_loss: 0.0311525 | Time: 1962.88 ms [2022-04-12 19:06:13 main:581] : INFO : Epoch 1818 | loss: 0.0310864 | val_loss: 0.0311538 | Time: 2018.23 ms [2022-04-12 19:06:15 main:581] : INFO : Epoch 1819 | loss: 0.031092 | val_loss: 0.0311515 | Time: 1982.93 ms [2022-04-12 19:06:17 main:581] : INFO : Epoch 1820 | loss: 0.0310849 | val_loss: 0.0311602 | Time: 2008.18 ms [2022-04-12 19:06:19 main:581] : INFO : Epoch 1821 | loss: 0.0310808 | val_loss: 0.0311504 | Time: 1932.31 ms [2022-04-12 19:06:21 main:581] : INFO : Epoch 1822 | loss: 0.0310804 | val_loss: 0.0311485 | Time: 1994.97 ms [2022-04-12 19:06:23 main:581] : INFO : Epoch 1823 | loss: 0.0310877 | val_loss: 0.0311519 | Time: 1960.71 ms [2022-04-12 19:06:25 main:581] : INFO : Epoch 1824 | loss: 0.031087 | val_loss: 0.0311572 | Time: 1994.12 ms [2022-04-12 19:06:27 main:581] : INFO : Epoch 1825 | loss: 0.0310842 | val_loss: 0.0311595 | Time: 1993.09 ms [2022-04-12 19:06:29 main:581] : INFO : Epoch 1826 | loss: 0.0310835 | val_loss: 0.0311585 | Time: 1995.96 ms [2022-04-12 19:06:31 main:581] : INFO : Epoch 1827 | loss: 0.0310832 | val_loss: 0.0311581 | Time: 1969.64 ms [2022-04-12 19:06:33 main:581] : INFO : Epoch 1828 | loss: 0.0310807 | val_loss: 0.0311603 | Time: 2009.8 ms [2022-04-12 19:06:35 main:581] : INFO : Epoch 1829 | loss: 0.0310768 | val_loss: 0.031154 | Time: 1975.58 ms [2022-04-12 19:06:36 main:581] : INFO : Epoch 1830 | loss: 0.0310773 | val_loss: 0.0311671 | Time: 1989.48 ms [2022-04-12 19:06:38 main:581] : INFO : Epoch 1831 | loss: 0.0310771 | val_loss: 0.0311565 | Time: 1974.46 ms [2022-04-12 19:06:40 main:581] : INFO : Epoch 1832 | loss: 0.0310783 | val_loss: 0.0311623 | Time: 1973.29 ms [2022-04-12 19:06:42 main:581] : INFO : Epoch 1833 | loss: 0.0310767 | val_loss: 0.0311666 | Time: 1956.91 ms [2022-04-12 19:06:44 main:581] : INFO : Epoch 1834 | loss: 0.0310744 | val_loss: 0.0311545 | Time: 1994.55 ms [2022-04-12 19:06:46 main:581] : INFO : Epoch 1835 | loss: 0.0310728 | val_loss: 0.0311557 | Time: 1992.17 ms [2022-04-12 19:06:48 main:581] : INFO : Epoch 1836 | loss: 0.0310743 | val_loss: 0.031162 | Time: 1966.68 ms [2022-04-12 19:06:50 main:581] : INFO : Epoch 1837 | loss: 0.0310832 | val_loss: 0.0311565 | Time: 1978.33 ms [2022-04-12 19:06:52 main:581] : INFO : Epoch 1838 | loss: 0.0310867 | val_loss: 0.0311611 | Time: 1942.4 ms [2022-04-12 19:06:54 main:581] : INFO : Epoch 1839 | loss: 0.0310853 | val_loss: 0.0311483 | Time: 1922.83 ms [2022-04-12 19:06:56 main:581] : INFO : Epoch 1840 | loss: 0.0310841 | val_loss: 0.0311613 | Time: 2013.89 ms [2022-04-12 19:06:58 main:581] : INFO : Epoch 1841 | loss: 0.0310874 | val_loss: 0.0311489 | Time: 1978 ms [2022-04-12 19:07:00 main:581] : INFO : Epoch 1842 | loss: 0.0310886 | val_loss: 0.0311604 | Time: 1973.91 ms [2022-04-12 19:07:02 main:581] : INFO : Epoch 1843 | loss: 0.0310858 | val_loss: 0.0311437 | Time: 1985.75 ms [2022-04-12 19:07:04 main:581] : INFO : Epoch 1844 | loss: 0.0310832 | val_loss: 0.031157 | Time: 2001.93 ms [2022-04-12 19:07:06 main:581] : INFO : Epoch 1845 | loss: 0.0311034 | val_loss: 0.0311469 | Time: 1982.59 ms [2022-04-12 19:07:08 main:581] : INFO : Epoch 1846 | loss: 0.031105 | val_loss: 0.0311523 | Time: 1986.11 ms [2022-04-12 19:07:10 main:581] : INFO : Epoch 1847 | loss: 0.0310999 | val_loss: 0.0311517 | Time: 1990.07 ms [2022-04-12 19:07:12 main:581] : INFO : Epoch 1848 | loss: 0.0310939 | val_loss: 0.0311529 | Time: 1945.72 ms [2022-04-12 19:07:14 main:581] : INFO : Epoch 1849 | loss: 0.0310923 | val_loss: 0.0311469 | Time: 1966.62 ms [2022-04-12 19:07:16 main:581] : INFO : Epoch 1850 | loss: 0.0310899 | val_loss: 0.0311498 | Time: 2004.72 ms [2022-04-12 19:07:18 main:581] : INFO : Epoch 1851 | loss: 0.0310874 | val_loss: 0.0311548 | Time: 2000.41 ms [2022-04-12 19:07:20 main:581] : INFO : Epoch 1852 | loss: 0.0310877 | val_loss: 0.0311479 | Time: 1948.88 ms [2022-04-12 19:07:22 main:581] : INFO : Epoch 1853 | loss: 0.0310893 | val_loss: 0.0311526 | Time: 1995.72 ms [2022-04-12 19:07:24 main:581] : INFO : Epoch 1854 | loss: 0.0310863 | val_loss: 0.031147 | Time: 1990.29 ms [2022-04-12 19:07:26 main:581] : INFO : Epoch 1855 | loss: 0.0310829 | val_loss: 0.0311648 | Time: 1968.55 ms [2022-04-12 19:07:28 main:581] : INFO : Epoch 1856 | loss: 0.031082 | val_loss: 0.0311533 | Time: 1974.85 ms [2022-04-12 19:07:30 main:581] : INFO : Epoch 1857 | loss: 0.031086 | val_loss: 0.0311621 | Time: 2011.85 ms [2022-04-12 19:07:32 main:581] : INFO : Epoch 1858 | loss: 0.0310858 | val_loss: 0.0311594 | Time: 1988.23 ms [2022-04-12 19:07:34 main:581] : INFO : Epoch 1859 | loss: 0.0310816 | val_loss: 0.0311594 | Time: 2002.43 ms [2022-04-12 19:07:36 main:581] : INFO : Epoch 1860 | loss: 0.0310817 | val_loss: 0.031157 | Time: 1950.95 ms [2022-04-12 19:07:38 main:581] : INFO : Epoch 1861 | loss: 0.0310826 | val_loss: 0.0311644 | Time: 1995.75 ms [2022-04-12 19:07:40 main:581] : INFO : Epoch 1862 | loss: 0.0310818 | val_loss: 0.0311526 | Time: 2015.8 ms [2022-04-12 19:07:42 main:581] : INFO : Epoch 1863 | loss: 0.0310823 | val_loss: 0.0311536 | Time: 2027.19 ms [2022-04-12 19:07:44 main:581] : INFO : Epoch 1864 | loss: 0.0310862 | val_loss: 0.0311609 | Time: 1968.38 ms [2022-04-12 19:07:46 main:581] : INFO : Epoch 1865 | loss: 0.0310928 | val_loss: 0.0311546 | Time: 1987.74 ms [2022-04-12 19:07:48 main:581] : INFO : Epoch 1866 | loss: 0.0310881 | val_loss: 0.0311598 | Time: 1983.28 ms [2022-04-12 19:07:50 main:581] : INFO : Epoch 1867 | loss: 0.0310826 | val_loss: 0.0311544 | Time: 2006.29 ms [2022-04-12 19:07:52 main:581] : INFO : Epoch 1868 | loss: 0.0310831 | val_loss: 0.0311502 | Time: 1981.55 ms [2022-04-12 19:07:54 main:581] : INFO : Epoch 1869 | loss: 0.0310857 | val_loss: 0.0311483 | Time: 1990.2 ms [2022-04-12 19:07:56 main:581] : INFO : Epoch 1870 | loss: 0.0310802 | val_loss: 0.0311686 | Time: 1974.63 ms [2022-04-12 19:07:58 main:581] : INFO : Epoch 1871 | loss: 0.0310796 | val_loss: 0.0311498 | Time: 1944.54 ms [2022-04-12 19:08:00 main:581] : INFO : Epoch 1872 | loss: 0.0310818 | val_loss: 0.0311593 | Time: 1973.36 ms [2022-04-12 19:08:02 main:581] : INFO : Epoch 1873 | loss: 0.0310791 | val_loss: 0.0311605 | Time: 2010.07 ms [2022-04-12 19:08:04 main:581] : INFO : Epoch 1874 | loss: 0.0310771 | val_loss: 0.0311489 | Time: 2005.55 ms [2022-04-12 19:08:06 main:581] : INFO : Epoch 1875 | loss: 0.0310803 | val_loss: 0.0311663 | Time: 1992.59 ms [2022-04-12 19:08:08 main:581] : INFO : Epoch 1876 | loss: 0.0310866 | val_loss: 0.031151 | Time: 1992.86 ms [2022-04-12 19:08:10 main:581] : INFO : Epoch 1877 | loss: 0.0310841 | val_loss: 0.031159 | Time: 2002.03 ms [2022-04-12 19:08:12 main:581] : INFO : Epoch 1878 | loss: 0.0310792 | val_loss: 0.0311541 | Time: 2001.09 ms [2022-04-12 19:08:14 main:581] : INFO : Epoch 1879 | loss: 0.0310779 | val_loss: 0.0311567 | Time: 1975.58 ms [2022-04-12 19:08:16 main:581] : INFO : Epoch 1880 | loss: 0.0310781 | val_loss: 0.031152 | Time: 2005.51 ms [2022-04-12 19:08:18 main:581] : INFO : Epoch 1881 | loss: 0.0310767 | val_loss: 0.0311487 | Time: 1974.44 ms [2022-04-12 19:08:20 main:581] : INFO : Epoch 1882 | loss: 0.0310755 | val_loss: 0.0311622 | Time: 1958.61 ms [2022-04-12 19:08:22 main:581] : INFO : Epoch 1883 | loss: 0.0310763 | val_loss: 0.0311484 | Time: 2024.71 ms [2022-04-12 19:08:24 main:581] : INFO : Epoch 1884 | loss: 0.0310718 | val_loss: 0.0311507 | Time: 2003.15 ms [2022-04-12 19:08:26 main:581] : INFO : Epoch 1885 | loss: 0.0310842 | val_loss: 0.0311471 | Time: 1975.71 ms [2022-04-12 19:08:28 main:581] : INFO : Epoch 1886 | loss: 0.0310938 | val_loss: 0.0311489 | Time: 1999.75 ms [2022-04-12 19:08:30 main:581] : INFO : Epoch 1887 | loss: 0.0310915 | val_loss: 0.0311601 | Time: 1999.59 ms [2022-04-12 19:08:32 main:581] : INFO : Epoch 1888 | loss: 0.0310899 | val_loss: 0.0311479 | Time: 1981.17 ms [2022-04-12 19:08:34 main:581] : INFO : Epoch 1889 | loss: 0.0310876 | val_loss: 0.031158 | Time: 1966.89 ms [2022-04-12 19:08:36 main:581] : INFO : Epoch 1890 | loss: 0.0310835 | val_loss: 0.0311509 | Time: 1981 ms [2022-04-12 19:08:38 main:581] : INFO : Epoch 1891 | loss: 0.0310845 | val_loss: 0.0311517 | Time: 1947.32 ms [2022-04-12 19:08:40 main:581] : INFO : Epoch 1892 | loss: 0.0310814 | val_loss: 0.0311524 | Time: 1982.89 ms [2022-04-12 19:08:42 main:581] : INFO : Epoch 1893 | loss: 0.0310844 | val_loss: 0.0311647 | Time: 2009.54 ms [2022-04-12 19:08:43 main:581] : INFO : Epoch 1894 | loss: 0.0310851 | val_loss: 0.0311541 | Time: 1954.49 ms [2022-04-12 19:08:45 main:581] : INFO : Epoch 1895 | loss: 0.0310821 | val_loss: 0.0311528 | Time: 1994.45 ms [2022-04-12 19:08:47 main:581] : INFO : Epoch 1896 | loss: 0.0310803 | val_loss: 0.0311516 | Time: 1964.73 ms [2022-04-12 19:08:49 main:581] : INFO : Epoch 1897 | loss: 0.0310776 | val_loss: 0.0311626 | Time: 2008.59 ms [2022-04-12 19:08:51 main:581] : INFO : Epoch 1898 | loss: 0.0310779 | val_loss: 0.0311557 | Time: 1982.47 ms [2022-04-12 19:08:53 main:581] : INFO : Epoch 1899 | loss: 0.0310744 | val_loss: 0.0311648 | Time: 1964.16 ms [2022-04-12 19:08:55 main:581] : INFO : Epoch 1900 | loss: 0.0310758 | val_loss: 0.0311523 | Time: 2015.89 ms [2022-04-12 19:08:57 main:581] : INFO : Epoch 1901 | loss: 0.031086 | val_loss: 0.0311482 | Time: 2014.57 ms [2022-04-12 19:08:59 main:581] : INFO : Epoch 1902 | loss: 0.0310942 | val_loss: 0.031154 | Time: 1985.98 ms [2022-04-12 19:09:01 main:581] : INFO : Epoch 1903 | loss: 0.0310883 | val_loss: 0.0311572 | Time: 1962.34 ms [2022-04-12 19:09:03 main:581] : INFO : Epoch 1904 | loss: 0.0310877 | val_loss: 0.0311542 | Time: 1980.63 ms [2022-04-12 19:09:05 main:581] : INFO : Epoch 1905 | loss: 0.0310914 | val_loss: 0.0311473 | Time: 1974.9 ms [2022-04-12 19:09:07 main:581] : INFO : Epoch 1906 | loss: 0.0310858 | val_loss: 0.0311578 | Time: 1974.7 ms [2022-04-12 19:09:09 main:581] : INFO : Epoch 1907 | loss: 0.0310935 | val_loss: 0.0311516 | Time: 2001.6 ms [2022-04-12 19:09:11 main:581] : INFO : Epoch 1908 | loss: 0.0310945 | val_loss: 0.0311485 | Time: 1986.51 ms [2022-04-12 19:09:13 main:581] : INFO : Epoch 1909 | loss: 0.0310918 | val_loss: 0.031152 | Time: 1976.04 ms [2022-04-12 19:09:15 main:581] : INFO : Epoch 1910 | loss: 0.031087 | val_loss: 0.0311564 | Time: 1971.33 ms [2022-04-12 19:09:17 main:581] : INFO : Epoch 1911 | loss: 0.0310922 | val_loss: 0.0311466 | Time: 1951.13 ms [2022-04-12 19:09:19 main:581] : INFO : Epoch 1912 | loss: 0.0310902 | val_loss: 0.0311543 | Time: 1949.53 ms [2022-04-12 19:09:21 main:581] : INFO : Epoch 1913 | loss: 0.0310852 | val_loss: 0.0311548 | Time: 1963.84 ms [2022-04-12 19:09:23 main:581] : INFO : Epoch 1914 | loss: 0.0310824 | val_loss: 0.0311479 | Time: 1985.48 ms [2022-04-12 19:09:25 main:581] : INFO : Epoch 1915 | loss: 0.0310793 | val_loss: 0.0311613 | Time: 1989.45 ms [2022-04-12 19:09:27 main:581] : INFO : Epoch 1916 | loss: 0.0310859 | val_loss: 0.0311486 | Time: 1970.14 ms [2022-04-12 19:09:29 main:581] : INFO : Epoch 1917 | loss: 0.0310944 | val_loss: 0.0311531 | Time: 1975.44 ms [2022-04-12 19:09:31 main:581] : INFO : Epoch 1918 | loss: 0.0310912 | val_loss: 0.0311532 | Time: 2001.11 ms [2022-04-12 19:09:33 main:581] : INFO : Epoch 1919 | loss: 0.0310869 | val_loss: 0.0311514 | Time: 1977.07 ms [2022-04-12 19:09:35 main:581] : INFO : Epoch 1920 | loss: 0.0310843 | val_loss: 0.0311485 | Time: 1976.65 ms [2022-04-12 19:09:37 main:581] : INFO : Epoch 1921 | loss: 0.0310799 | val_loss: 0.0311631 | Time: 1979.31 ms [2022-04-12 19:09:39 main:581] : INFO : Epoch 1922 | loss: 0.0310768 | val_loss: 0.0311615 | Time: 1966.14 ms [2022-04-12 19:09:41 main:581] : INFO : Epoch 1923 | loss: 0.0310787 | val_loss: 0.0311463 | Time: 1991.47 ms [2022-04-12 19:09:43 main:581] : INFO : Epoch 1924 | loss: 0.0310773 | val_loss: 0.0311517 | Time: 1963.44 ms [2022-04-12 19:09:45 main:581] : INFO : Epoch 1925 | loss: 0.0310764 | val_loss: 0.0311536 | Time: 1969.5 ms [2022-04-12 19:09:47 main:581] : INFO : Epoch 1926 | loss: 0.0310742 | val_loss: 0.0311587 | Time: 1981.09 ms [2022-04-12 19:09:49 main:581] : INFO : Epoch 1927 | loss: 0.0310753 | val_loss: 0.0311581 | Time: 1950.48 ms [2022-04-12 19:09:51 main:581] : INFO : Epoch 1928 | loss: 0.0310743 | val_loss: 0.0311596 | Time: 2006.25 ms [2022-04-12 19:09:53 main:581] : INFO : Epoch 1929 | loss: 0.0310705 | val_loss: 0.031164 | Time: 1993.15 ms [2022-04-12 19:09:55 main:581] : INFO : Epoch 1930 | loss: 0.0310717 | val_loss: 0.0311651 | Time: 1923.24 ms [2022-04-12 19:09:57 main:581] : INFO : Epoch 1931 | loss: 0.0310742 | val_loss: 0.0311562 | Time: 1926.18 ms [2022-04-12 19:09:59 main:581] : INFO : Epoch 1932 | loss: 0.0310799 | val_loss: 0.0311511 | Time: 1960.2 ms [2022-04-12 19:10:01 main:581] : INFO : Epoch 1933 | loss: 0.0310791 | val_loss: 0.0311677 | Time: 1956.85 ms [2022-04-12 19:10:03 main:581] : INFO : Epoch 1934 | loss: 0.0310774 | val_loss: 0.0311619 | Time: 1983.51 ms [2022-04-12 19:10:05 main:581] : INFO : Epoch 1935 | loss: 0.0310731 | val_loss: 0.0311503 | Time: 2012.15 ms [2022-04-12 19:10:07 main:581] : INFO : Epoch 1936 | loss: 0.0310724 | val_loss: 0.0311632 | Time: 1976.78 ms [2022-04-12 19:10:09 main:581] : INFO : Epoch 1937 | loss: 0.0310706 | val_loss: 0.0311532 | Time: 1984.61 ms [2022-04-12 19:10:11 main:581] : INFO : Epoch 1938 | loss: 0.0310714 | val_loss: 0.0311733 | Time: 1985.54 ms [2022-04-12 19:10:13 main:581] : INFO : Epoch 1939 | loss: 0.0310739 | val_loss: 0.0311565 | Time: 1998.74 ms [2022-04-12 19:10:14 main:581] : INFO : Epoch 1940 | loss: 0.0310711 | val_loss: 0.0311603 | Time: 1982.6 ms [2022-04-12 19:10:16 main:581] : INFO : Epoch 1941 | loss: 0.0310716 | val_loss: 0.0311652 | Time: 1979.58 ms [2022-04-12 19:10:18 main:581] : INFO : Epoch 1942 | loss: 0.0310708 | val_loss: 0.031158 | Time: 2001.49 ms [2022-04-12 19:10:20 main:581] : INFO : Epoch 1943 | loss: 0.0310699 | val_loss: 0.031154 | Time: 1991.17 ms [2022-04-12 19:10:22 main:581] : INFO : Epoch 1944 | loss: 0.0310741 | val_loss: 0.0311575 | Time: 1976.74 ms [2022-04-12 19:10:24 main:581] : INFO : Epoch 1945 | loss: 0.031087 | val_loss: 0.0311565 | Time: 1975.82 ms [2022-04-12 19:10:26 main:581] : INFO : Epoch 1946 | loss: 0.0310966 | val_loss: 0.0311642 | Time: 1985.64 ms [2022-04-12 19:10:28 main:581] : INFO : Epoch 1947 | loss: 0.0310809 | val_loss: 0.0311504 | Time: 1987.36 ms [2022-04-12 19:10:30 main:581] : INFO : Epoch 1948 | loss: 0.0310813 | val_loss: 0.0311454 | Time: 2008.86 ms [2022-04-12 19:10:32 main:581] : INFO : Epoch 1949 | loss: 0.0310858 | val_loss: 0.0311504 | Time: 1971.08 ms [2022-04-12 19:10:34 main:581] : INFO : Epoch 1950 | loss: 0.03109 | val_loss: 0.0311452 | Time: 2014.35 ms [2022-04-12 19:10:36 main:581] : INFO : Epoch 1951 | loss: 0.0310878 | val_loss: 0.0311532 | Time: 1980.44 ms [2022-04-12 19:10:38 main:581] : INFO : Epoch 1952 | loss: 0.0310869 | val_loss: 0.0311457 | Time: 1993.19 ms [2022-04-12 19:10:40 main:581] : INFO : Epoch 1953 | loss: 0.0310918 | val_loss: 0.0311514 | Time: 1987.79 ms [2022-04-12 19:10:42 main:581] : INFO : Epoch 1954 | loss: 0.0310912 | val_loss: 0.0311443 | Time: 1989.67 ms [2022-04-12 19:10:44 main:581] : INFO : Epoch 1955 | loss: 0.031087 | val_loss: 0.0311455 | Time: 2005.34 ms [2022-04-12 19:10:46 main:581] : INFO : Epoch 1956 | loss: 0.0310868 | val_loss: 0.0311468 | Time: 2004.31 ms [2022-04-12 19:10:48 main:581] : INFO : Epoch 1957 | loss: 0.0310807 | val_loss: 0.0311412 | Time: 2008.95 ms [2022-04-12 19:10:50 main:581] : INFO : Epoch 1958 | loss: 0.0310815 | val_loss: 0.0311435 | Time: 1982.76 ms [2022-04-12 19:10:52 main:581] : INFO : Epoch 1959 | loss: 0.0310804 | val_loss: 0.0311448 | Time: 2005.39 ms [2022-04-12 19:10:54 main:581] : INFO : Epoch 1960 | loss: 0.0310776 | val_loss: 0.0311511 | Time: 1995.16 ms [2022-04-12 19:10:56 main:581] : INFO : Epoch 1961 | loss: 0.0310786 | val_loss: 0.0311477 | Time: 1950.49 ms [2022-04-12 19:10:58 main:581] : INFO : Epoch 1962 | loss: 0.0310758 | val_loss: 0.0311441 | Time: 1979.67 ms [2022-04-12 19:11:00 main:581] : INFO : Epoch 1963 | loss: 0.0310797 | val_loss: 0.0311494 | Time: 1979.92 ms [2022-04-12 19:11:02 main:581] : INFO : Epoch 1964 | loss: 0.0310798 | val_loss: 0.0311445 | Time: 1977.01 ms [2022-04-12 19:11:04 main:581] : INFO : Epoch 1965 | loss: 0.0310753 | val_loss: 0.0311451 | Time: 1979 ms [2022-04-12 19:11:06 main:581] : INFO : Epoch 1966 | loss: 0.0310731 | val_loss: 0.0311525 | Time: 1971.32 ms [2022-04-12 19:11:08 main:581] : INFO : Epoch 1967 | loss: 0.0310729 | val_loss: 0.0311397 | Time: 1950.9 ms [2022-04-12 19:11:10 main:581] : INFO : Epoch 1968 | loss: 0.0310727 | val_loss: 0.0311524 | Time: 1971.33 ms [2022-04-12 19:11:12 main:581] : INFO : Epoch 1969 | loss: 0.031075 | val_loss: 0.0311487 | Time: 1995.48 ms [2022-04-12 19:11:14 main:581] : INFO : Epoch 1970 | loss: 0.0310783 | val_loss: 0.0311595 | Time: 1944.13 ms [2022-04-12 19:11:16 main:581] : INFO : Epoch 1971 | loss: 0.0310753 | val_loss: 0.0311659 | Time: 1976.64 ms [2022-04-12 19:11:18 main:581] : INFO : Epoch 1972 | loss: 0.0310811 | val_loss: 0.0311513 | Time: 1982.69 ms [2022-04-12 19:11:20 main:581] : INFO : Epoch 1973 | loss: 0.0310788 | val_loss: 0.0311515 | Time: 2011.42 ms [2022-04-12 19:11:22 main:581] : INFO : Epoch 1974 | loss: 0.0310751 | val_loss: 0.0311556 | Time: 1980.27 ms [2022-04-12 19:11:24 main:581] : INFO : Epoch 1975 | loss: 0.031074 | val_loss: 0.0311545 | Time: 1983.76 ms [2022-04-12 19:11:26 main:581] : INFO : Epoch 1976 | loss: 0.0310774 | val_loss: 0.0311661 | Time: 1971.03 ms [2022-04-12 19:11:28 main:581] : INFO : Epoch 1977 | loss: 0.0310761 | val_loss: 0.0311542 | Time: 1968.35 ms [2022-04-12 19:11:30 main:581] : INFO : Epoch 1978 | loss: 0.0310764 | val_loss: 0.0311595 | Time: 1989.31 ms [2022-04-12 19:11:32 main:581] : INFO : Epoch 1979 | loss: 0.0310729 | val_loss: 0.0311588 | Time: 2000.96 ms [2022-04-12 19:11:34 main:581] : INFO : Epoch 1980 | loss: 0.0310711 | val_loss: 0.0311495 | Time: 1925.37 ms [2022-04-12 19:11:36 main:581] : INFO : Epoch 1981 | loss: 0.0310707 | val_loss: 0.0311534 | Time: 1991.53 ms [2022-04-12 19:11:38 main:581] : INFO : Epoch 1982 | loss: 0.0310725 | val_loss: 0.031155 | Time: 1985.53 ms [2022-04-12 19:11:40 main:581] : INFO : Epoch 1983 | loss: 0.0310737 | val_loss: 0.0311498 | Time: 1999.14 ms [2022-04-12 19:11:42 main:581] : INFO : Epoch 1984 | loss: 0.0310816 | val_loss: 0.0311489 | Time: 2000.53 ms [2022-04-12 19:11:44 main:581] : INFO : Epoch 1985 | loss: 0.0310777 | val_loss: 0.0311499 | Time: 1997.72 ms [2022-04-12 19:11:46 main:581] : INFO : Epoch 1986 | loss: 0.0310759 | val_loss: 0.0311577 | Time: 1982.61 ms [2022-04-12 19:11:48 main:581] : INFO : Epoch 1987 | loss: 0.0310727 | val_loss: 0.0311459 | Time: 2004.56 ms [2022-04-12 19:11:50 main:581] : INFO : Epoch 1988 | loss: 0.031073 | val_loss: 0.0311491 | Time: 2001.1 ms [2022-04-12 19:11:52 main:581] : INFO : Epoch 1989 | loss: 0.0310766 | val_loss: 0.0311558 | Time: 2007.94 ms [2022-04-12 19:11:54 main:581] : INFO : Epoch 1990 | loss: 0.0310736 | val_loss: 0.0311651 | Time: 1996.34 ms [2022-04-12 19:11:56 main:581] : INFO : Epoch 1991 | loss: 0.0310707 | val_loss: 0.0311559 | Time: 2038.01 ms [2022-04-12 19:11:58 main:581] : INFO : Epoch 1992 | loss: 0.0310713 | val_loss: 0.0311577 | Time: 1969.33 ms [2022-04-12 19:12:00 main:581] : INFO : Epoch 1993 | loss: 0.0310691 | val_loss: 0.0311641 | Time: 1935.53 ms [2022-04-12 19:12:02 main:581] : INFO : Epoch 1994 | loss: 0.0310711 | val_loss: 0.0311594 | Time: 1980.83 ms [2022-04-12 19:12:04 main:581] : INFO : Epoch 1995 | loss: 0.0310721 | val_loss: 0.0311589 | Time: 1977.14 ms [2022-04-12 19:12:06 main:581] : INFO : Epoch 1996 | loss: 0.0310707 | val_loss: 0.0311563 | Time: 1920.83 ms [2022-04-12 19:12:08 main:581] : INFO : Epoch 1997 | loss: 0.0310732 | val_loss: 0.0311615 | Time: 1982.86 ms [2022-04-12 19:12:10 main:581] : INFO : Epoch 1998 | loss: 0.031073 | val_loss: 0.0311519 | Time: 1965.58 ms [2022-04-12 19:12:12 main:581] : INFO : Epoch 1999 | loss: 0.0310724 | val_loss: 0.0311586 | Time: 1969.74 ms [2022-04-12 19:12:13 main:581] : INFO : Epoch 2000 | loss: 0.0310719 | val_loss: 0.0311709 | Time: 1913.08 ms [2022-04-12 19:12:15 main:581] : INFO : Epoch 2001 | loss: 0.0310741 | val_loss: 0.0311601 | Time: 1930.74 ms [2022-04-12 19:12:17 main:581] : INFO : Epoch 2002 | loss: 0.0310694 | val_loss: 0.0311646 | Time: 1955.59 ms [2022-04-12 19:12:19 main:581] : INFO : Epoch 2003 | loss: 0.0310832 | val_loss: 0.0311601 | Time: 1948.52 ms [2022-04-12 19:12:21 main:581] : INFO : Epoch 2004 | loss: 0.0310873 | val_loss: 0.0311539 | Time: 1982.45 ms [2022-04-12 19:12:23 main:581] : INFO : Epoch 2005 | loss: 0.0310783 | val_loss: 0.0311472 | Time: 1929.88 ms [2022-04-12 19:12:25 main:581] : INFO : Epoch 2006 | loss: 0.0310752 | val_loss: 0.0311598 | Time: 1955.44 ms [2022-04-12 19:12:27 main:581] : INFO : Epoch 2007 | loss: 0.0310729 | val_loss: 0.031157 | Time: 1952.45 ms [2022-04-12 19:12:29 main:581] : INFO : Epoch 2008 | loss: 0.0310738 | val_loss: 0.0311537 | Time: 1973.63 ms [2022-04-12 19:12:31 main:581] : INFO : Epoch 2009 | loss: 0.0310721 | val_loss: 0.0311576 | Time: 1958.29 ms [2022-04-12 19:12:33 main:581] : INFO : Epoch 2010 | loss: 0.0310755 | val_loss: 0.0311602 | Time: 1960.13 ms [2022-04-12 19:12:35 main:581] : INFO : Epoch 2011 | loss: 0.0310845 | val_loss: 0.0311474 | Time: 1974.14 ms [2022-04-12 19:12:37 main:581] : INFO : Epoch 2012 | loss: 0.0310824 | val_loss: 0.0311558 | Time: 1953.09 ms [2022-04-12 19:12:39 main:581] : INFO : Epoch 2013 | loss: 0.0310776 | val_loss: 0.0311617 | Time: 1947.57 ms [2022-04-12 19:12:41 main:581] : INFO : Epoch 2014 | loss: 0.0310744 | val_loss: 0.0311648 | Time: 1999.94 ms [2022-04-12 19:12:43 main:581] : INFO : Epoch 2015 | loss: 0.0310714 | val_loss: 0.031163 | Time: 1957.67 ms [2022-04-12 19:12:45 main:581] : INFO : Epoch 2016 | loss: 0.0310838 | val_loss: 0.0311563 | Time: 1941.13 ms [2022-04-12 19:12:47 main:581] : INFO : Epoch 2017 | loss: 0.0310828 | val_loss: 0.031158 | Time: 1925.6 ms [2022-04-12 19:12:49 main:581] : INFO : Epoch 2018 | loss: 0.0310801 | val_loss: 0.031152 | Time: 1967.17 ms [2022-04-12 19:12:51 main:581] : INFO : Epoch 2019 | loss: 0.0310768 | val_loss: 0.0311556 | Time: 1923.45 ms [2022-04-12 19:12:53 main:581] : INFO : Epoch 2020 | loss: 0.0310733 | val_loss: 0.0311605 | Time: 1948.65 ms [2022-04-12 19:12:55 main:581] : INFO : Epoch 2021 | loss: 0.0310698 | val_loss: 0.031165 | Time: 1990.4 ms [2022-04-12 19:12:57 main:581] : INFO : Epoch 2022 | loss: 0.0310701 | val_loss: 0.0311628 | Time: 1995.26 ms [2022-04-12 19:12:59 main:581] : INFO : Epoch 2023 | loss: 0.0310724 | val_loss: 0.0311598 | Time: 2011.28 ms [2022-04-12 19:13:01 main:581] : INFO : Epoch 2024 | loss: 0.0310773 | val_loss: 0.031161 | Time: 2020.19 ms [2022-04-12 19:13:03 main:581] : INFO : Epoch 2025 | loss: 0.0310748 | val_loss: 0.0311617 | Time: 1985.74 ms [2022-04-12 19:13:05 main:581] : INFO : Epoch 2026 | loss: 0.0310981 | val_loss: 0.0311538 | Time: 1991.45 ms [2022-04-12 19:13:07 main:581] : INFO : Epoch 2027 | loss: 0.0323518 | val_loss: 0.0331648 | Time: 1968.42 ms [2022-04-12 19:13:09 main:581] : INFO : Epoch 2028 | loss: 0.0338517 | val_loss: 0.0326584 | Time: 1983.67 ms [2022-04-12 19:13:11 main:581] : INFO : Epoch 2029 | loss: 0.0315949 | val_loss: 0.0313391 | Time: 1989.32 ms [2022-04-12 19:13:13 main:581] : INFO : Epoch 2030 | loss: 0.031244 | val_loss: 0.0312111 | Time: 2001.31 ms [2022-04-12 19:13:14 main:581] : INFO : Epoch 2031 | loss: 0.0311805 | val_loss: 0.0311669 | Time: 1988.72 ms [2022-04-12 19:13:16 main:581] : INFO : Epoch 2032 | loss: 0.0311593 | val_loss: 0.0311599 | Time: 1945.14 ms [2022-04-12 19:13:18 main:581] : INFO : Epoch 2033 | loss: 0.0311503 | val_loss: 0.0311527 | Time: 2008.9 ms [2022-04-12 19:13:20 main:581] : INFO : Epoch 2034 | loss: 0.0311448 | val_loss: 0.0311515 | Time: 2017.34 ms [2022-04-12 19:13:22 main:581] : INFO : Epoch 2035 | loss: 0.031136 | val_loss: 0.0311498 | Time: 1996.71 ms [2022-04-12 19:13:24 main:581] : INFO : Epoch 2036 | loss: 0.0311204 | val_loss: 0.0311562 | Time: 1986.95 ms [2022-04-12 19:13:26 main:581] : INFO : Epoch 2037 | loss: 0.0311091 | val_loss: 0.0311541 | Time: 1981.94 ms [2022-04-12 19:13:28 main:581] : INFO : Epoch 2038 | loss: 0.0311002 | val_loss: 0.0311572 | Time: 1931.41 ms [2022-04-12 19:13:30 main:581] : INFO : Epoch 2039 | loss: 0.0310943 | val_loss: 0.0311542 | Time: 2006.8 ms [2022-04-12 19:13:32 main:581] : INFO : Epoch 2040 | loss: 0.0310932 | val_loss: 0.0311508 | Time: 2015.79 ms [2022-04-12 19:13:34 main:581] : INFO : Epoch 2041 | loss: 0.0310922 | val_loss: 0.0311466 | Time: 1998.1 ms [2022-04-12 19:13:36 main:581] : INFO : Epoch 2042 | loss: 0.0310917 | val_loss: 0.0311475 | Time: 1997.82 ms [2022-04-12 19:13:38 main:581] : INFO : Epoch 2043 | loss: 0.031096 | val_loss: 0.0311567 | Time: 2005.14 ms [2022-04-12 19:13:40 main:581] : INFO : Epoch 2044 | loss: 0.0310914 | val_loss: 0.0311619 | Time: 2005.04 ms [2022-04-12 19:13:42 main:581] : INFO : Epoch 2045 | loss: 0.0310881 | val_loss: 0.0311511 | Time: 2001.65 ms [2022-04-12 19:13:44 main:581] : INFO : Epoch 2046 | loss: 0.0310853 | val_loss: 0.0311534 | Time: 1994.58 ms [2022-04-12 19:13:46 main:581] : INFO : Epoch 2047 | loss: 0.0310856 | val_loss: 0.0311579 | Time: 2018.07 ms [2022-04-12 19:13:48 main:581] : INFO : Epoch 2048 | loss: 0.0310848 | val_loss: 0.0311601 | Time: 2011.94 ms [2022-04-12 19:13:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311601 [2022-04-12 19:13:48 main:610] : INFO : Saving end state to config to file [2022-04-12 19:13:48 main:615] : INFO : Success, exiting.. 19:13:48 (290009): 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)