Task 14478981
| Name | ParityModified-1647048086-25825-3-0_0 |
| Workunit | 11520142 |
| Created | 6 Apr 2022, 17:25:44 UTC |
| Sent | 10 Apr 2022, 17:36:56 UTC |
| Report deadline | 18 Apr 2022, 17:36:56 UTC |
| Received | 12 Apr 2022, 1:04:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 10 min 8 sec |
| CPU time | 1 hours 7 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310722 | val_loss: 0.0310946 | Time: 2000.49 ms
[2022-04-12 02:47:03 main:574] : INFO : Epoch 1543 | loss: 0.0310706 | val_loss: 0.031096 | Time: 2031.99 ms
[2022-04-12 02:47:05 main:574] : INFO : Epoch 1544 | loss: 0.0310675 | val_loss: 0.0310919 | Time: 2028.64 ms
[2022-04-12 02:47:07 main:574] : INFO : Epoch 1545 | loss: 0.0310664 | val_loss: 0.0310937 | Time: 1995.56 ms
[2022-04-12 02:47:09 main:574] : INFO : Epoch 1546 | loss: 0.0310717 | val_loss: 0.0310997 | Time: 2013.97 ms
[2022-04-12 02:47:11 main:574] : INFO : Epoch 1547 | loss: 0.0310814 | val_loss: 0.0310959 | Time: 2012.93 ms
[2022-04-12 02:47:13 main:574] : INFO : Epoch 1548 | loss: 0.0310745 | val_loss: 0.0311003 | Time: 2040.03 ms
[2022-04-12 02:47:16 main:574] : INFO : Epoch 1549 | loss: 0.0310714 | val_loss: 0.0310908 | Time: 2021.84 ms
[2022-04-12 02:47:18 main:574] : INFO : Epoch 1550 | loss: 0.0310717 | val_loss: 0.0310971 | Time: 1992.58 ms
[2022-04-12 02:47:20 main:574] : INFO : Epoch 1551 | loss: 0.0310713 | val_loss: 0.0311037 | Time: 2034.09 ms
[2022-04-12 02:47:22 main:574] : INFO : Epoch 1552 | loss: 0.0310721 | val_loss: 0.0310997 | Time: 2017.26 ms
[2022-04-12 02:47:24 main:574] : INFO : Epoch 1553 | loss: 0.031066 | val_loss: 0.0310939 | Time: 2000.66 ms
[2022-04-12 02:47:26 main:574] : INFO : Epoch 1554 | loss: 0.031063 | val_loss: 0.0310922 | Time: 1998.85 ms
[2022-04-12 02:47:28 main:574] : INFO : Epoch 1555 | loss: 0.0310607 | val_loss: 0.0310941 | Time: 1991.02 ms
[2022-04-12 02:47:30 main:574] : INFO : Epoch 1556 | loss: 0.0310591 | val_loss: 0.031097 | Time: 2015.41 ms
[2022-04-12 02:47:32 main:574] : INFO : Epoch 1557 | loss: 0.0310619 | val_loss: 0.0311026 | Time: 2010.36 ms
[2022-04-12 02:47:34 main:574] : INFO : Epoch 1558 | loss: 0.0310603 | val_loss: 0.0310987 | Time: 2015.95 ms
[2022-04-12 02:47:36 main:574] : INFO : Epoch 1559 | loss: 0.0310567 | val_loss: 0.0310972 | Time: 2010.69 ms
[2022-04-12 02:47:38 main:574] : INFO : Epoch 1560 | loss: 0.0310556 | val_loss: 0.0310941 | Time: 2050.5 ms
[2022-04-12 02:47:40 main:574] : INFO : Epoch 1561 | loss: 0.0310523 | val_loss: 0.0310997 | Time: 2017.1 ms
[2022-04-12 02:47:42 main:574] : INFO : Epoch 1562 | loss: 0.0310523 | val_loss: 0.0311001 | Time: 2027.2 ms
[2022-04-12 02:47:44 main:574] : INFO : Epoch 1563 | loss: 0.0310513 | val_loss: 0.0310999 | Time: 2032.12 ms
[2022-04-12 02:47:46 main:574] : INFO : Epoch 1564 | loss: 0.0310807 | val_loss: 0.0311067 | Time: 2007.43 ms
[2022-04-12 02:47:48 main:574] : INFO : Epoch 1565 | loss: 0.0310782 | val_loss: 0.0311052 | Time: 1988.29 ms
[2022-04-12 02:47:50 main:574] : INFO : Epoch 1566 | loss: 0.0310693 | val_loss: 0.0311031 | Time: 1977.78 ms
[2022-04-12 02:47:52 main:574] : INFO : Epoch 1567 | loss: 0.0310624 | val_loss: 0.0311021 | Time: 1994.72 ms
[2022-04-12 02:47:54 main:574] : INFO : Epoch 1568 | loss: 0.0310592 | val_loss: 0.0311007 | Time: 1988.59 ms
[2022-04-12 02:47:56 main:574] : INFO : Epoch 1569 | loss: 0.0310574 | val_loss: 0.0311022 | Time: 1974.66 ms
[2022-04-12 02:47:58 main:574] : INFO : Epoch 1570 | loss: 0.0310539 | val_loss: 0.0310952 | Time: 2020.6 ms
[2022-04-12 02:48:00 main:574] : INFO : Epoch 1571 | loss: 0.0310532 | val_loss: 0.0310958 | Time: 1999.82 ms
[2022-04-12 02:48:02 main:574] : INFO : Epoch 1572 | loss: 0.0310518 | val_loss: 0.0310989 | Time: 2017.07 ms
[2022-04-12 02:48:04 main:574] : INFO : Epoch 1573 | loss: 0.031053 | val_loss: 0.0310986 | Time: 1982.44 ms
[2022-04-12 02:48:06 main:574] : INFO : Epoch 1574 | loss: 0.0310514 | val_loss: 0.0310991 | Time: 1979.74 ms
[2022-04-12 02:48:08 main:574] : INFO : Epoch 1575 | loss: 0.0310517 | val_loss: 0.0311028 | Time: 1986.54 ms
[2022-04-12 02:48:11 main:574] : INFO : Epoch 1576 | loss: 0.0310525 | val_loss: 0.0310992 | Time: 1974.8 ms
[2022-04-12 02:48:13 main:574] : INFO : Epoch 1577 | loss: 0.0310521 | val_loss: 0.0311014 | Time: 1972.04 ms
[2022-04-12 02:48:15 main:574] : INFO : Epoch 1578 | loss: 0.0310513 | val_loss: 0.031102 | Time: 1994.98 ms
[2022-04-12 02:48:17 main:574] : INFO : Epoch 1579 | loss: 0.0310502 | val_loss: 0.0311023 | Time: 2000.73 ms
[2022-04-12 02:48:19 main:574] : INFO : Epoch 1580 | loss: 0.0310498 | val_loss: 0.0311037 | Time: 1971.95 ms
[2022-04-12 02:48:21 main:574] : INFO : Epoch 1581 | loss: 0.0310475 | val_loss: 0.0311021 | Time: 2023.86 ms
[2022-04-12 02:48:23 main:574] : INFO : Epoch 1582 | loss: 0.0310476 | val_loss: 0.0311019 | Time: 2020.26 ms
[2022-04-12 02:48:25 main:574] : INFO : Epoch 1583 | loss: 0.031053 | val_loss: 0.0310973 | Time: 1991.02 ms
[2022-04-12 02:48:27 main:574] : INFO : Epoch 1584 | loss: 0.0310501 | val_loss: 0.0311019 | Time: 1973.95 ms
[2022-04-12 02:48:29 main:574] : INFO : Epoch 1585 | loss: 0.0310528 | val_loss: 0.0311032 | Time: 2020.17 ms
[2022-04-12 02:48:31 main:574] : INFO : Epoch 1586 | loss: 0.0310549 | val_loss: 0.0310994 | Time: 1971.84 ms
[2022-04-12 02:48:33 main:574] : INFO : Epoch 1587 | loss: 0.0310524 | val_loss: 0.0311035 | Time: 1978.68 ms
[2022-04-12 02:48:35 main:574] : INFO : Epoch 1588 | loss: 0.0310519 | val_loss: 0.0310947 | Time: 1963.93 ms
[2022-04-12 02:48:37 main:574] : INFO : Epoch 1589 | loss: 0.0310488 | val_loss: 0.0311007 | Time: 1989.65 ms
[2022-04-12 02:48:39 main:574] : INFO : Epoch 1590 | loss: 0.0310473 | val_loss: 0.0310991 | Time: 2022.21 ms
[2022-04-12 02:48:41 main:574] : INFO : Epoch 1591 | loss: 0.0310499 | val_loss: 0.0311162 | Time: 1985.44 ms
[2022-04-12 02:48:43 main:574] : INFO : Epoch 1592 | loss: 0.0310494 | val_loss: 0.0311033 | Time: 1981.42 ms
[2022-04-12 02:48:45 main:574] : INFO : Epoch 1593 | loss: 0.0310465 | val_loss: 0.0310977 | Time: 2009.81 ms
[2022-04-12 02:48:47 main:574] : INFO : Epoch 1594 | loss: 0.0310536 | val_loss: 0.0311044 | Time: 1998.7 ms
[2022-04-12 02:48:49 main:574] : INFO : Epoch 1595 | loss: 0.0310543 | val_loss: 0.0310931 | Time: 1978.48 ms
[2022-04-12 02:48:51 main:574] : INFO : Epoch 1596 | loss: 0.0310551 | val_loss: 0.0310972 | Time: 1990.55 ms
[2022-04-12 02:48:53 main:574] : INFO : Epoch 1597 | loss: 0.0310566 | val_loss: 0.0311008 | Time: 1990.47 ms
[2022-04-12 02:48:55 main:574] : INFO : Epoch 1598 | loss: 0.0310545 | val_loss: 0.0311043 | Time: 1982.76 ms
[2022-04-12 02:48:58 main:574] : INFO : Epoch 1599 | loss: 0.0310531 | val_loss: 0.0311025 | Time: 1968.57 ms
[2022-04-12 02:49:00 main:574] : INFO : Epoch 1600 | loss: 0.0310509 | val_loss: 0.0311049 | Time: 1983.49 ms
[2022-04-12 02:49:02 main:574] : INFO : Epoch 1601 | loss: 0.0310516 | val_loss: 0.0311046 | Time: 1999.18 ms
[2022-04-12 02:49:04 main:574] : INFO : Epoch 1602 | loss: 0.0310509 | val_loss: 0.0311017 | Time: 1964.36 ms
[2022-04-12 02:49:06 main:574] : INFO : Epoch 1603 | loss: 0.0310483 | val_loss: 0.0310985 | Time: 1998.97 ms
[2022-04-12 02:49:08 main:574] : INFO : Epoch 1604 | loss: 0.0310492 | val_loss: 0.0311049 | Time: 1987.7 ms
[2022-04-12 02:49:10 main:574] : INFO : Epoch 1605 | loss: 0.0310512 | val_loss: 0.0311031 | Time: 2012.42 ms
[2022-04-12 02:49:12 main:574] : INFO : Epoch 1606 | loss: 0.0310479 | val_loss: 0.0310979 | Time: 2017.2 ms
[2022-04-12 02:49:14 main:574] : INFO : Epoch 1607 | loss: 0.0310472 | val_loss: 0.0311005 | Time: 1985.41 ms
[2022-04-12 02:49:16 main:574] : INFO : Epoch 1608 | loss: 0.0310443 | val_loss: 0.0311006 | Time: 2005.58 ms
[2022-04-12 02:49:18 main:574] : INFO : Epoch 1609 | loss: 0.0310472 | val_loss: 0.0310969 | Time: 1975.28 ms
[2022-04-12 02:49:20 main:574] : INFO : Epoch 1610 | loss: 0.0310473 | val_loss: 0.0310967 | Time: 2007.06 ms
[2022-04-12 02:49:22 main:574] : INFO : Epoch 1611 | loss: 0.0310476 | val_loss: 0.0311018 | Time: 2015.41 ms
[2022-04-12 02:49:24 main:574] : INFO : Epoch 1612 | loss: 0.0310491 | val_loss: 0.0310996 | Time: 1980.99 ms
[2022-04-12 02:49:26 main:574] : INFO : Epoch 1613 | loss: 0.0310529 | val_loss: 0.0310979 | Time: 2008.42 ms
[2022-04-12 02:49:28 main:574] : INFO : Epoch 1614 | loss: 0.0310511 | val_loss: 0.0310991 | Time: 1987.19 ms
[2022-04-12 02:49:30 main:574] : INFO : Epoch 1615 | loss: 0.0310483 | val_loss: 0.0311019 | Time: 1986.08 ms
[2022-04-12 02:49:32 main:574] : INFO : Epoch 1616 | loss: 0.0310448 | val_loss: 0.0310999 | Time: 2005.71 ms
[2022-04-12 02:49:34 main:574] : INFO : Epoch 1617 | loss: 0.0310447 | val_loss: 0.0310979 | Time: 1964.95 ms
[2022-04-12 02:49:36 main:574] : INFO : Epoch 1618 | loss: 0.0310443 | val_loss: 0.0311076 | Time: 1990.64 ms
[2022-04-12 02:49:39 main:574] : INFO : Epoch 1619 | loss: 0.0310464 | val_loss: 0.0311006 | Time: 2015.7 ms
[2022-04-12 02:49:41 main:574] : INFO : Epoch 1620 | loss: 0.0310455 | val_loss: 0.0311073 | Time: 1970.12 ms
[2022-04-12 02:49:43 main:574] : INFO : Epoch 1621 | loss: 0.0310461 | val_loss: 0.0311024 | Time: 1995.2 ms
[2022-04-12 02:49:45 main:574] : INFO : Epoch 1622 | loss: 0.0310476 | val_loss: 0.0311017 | Time: 1989.29 ms
[2022-04-12 02:49:47 main:574] : INFO : Epoch 1623 | loss: 0.0310458 | val_loss: 0.0311012 | Time: 1999.72 ms
[2022-04-12 02:49:49 main:574] : INFO : Epoch 1624 | loss: 0.0310433 | val_loss: 0.0311017 | Time: 1977.7 ms
[2022-04-12 02:49:51 main:574] : INFO : Epoch 1625 | loss: 0.0310439 | val_loss: 0.0310998 | Time: 2010.16 ms
[2022-04-12 02:49:53 main:574] : INFO : Epoch 1626 | loss: 0.0310417 | val_loss: 0.0311001 | Time: 2031.7 ms
[2022-04-12 02:49:55 main:574] : INFO : Epoch 1627 | loss: 0.031042 | val_loss: 0.0310962 | Time: 1980.94 ms
[2022-04-12 02:49:57 main:574] : INFO : Epoch 1628 | loss: 0.031041 | val_loss: 0.0310994 | Time: 1938.02 ms
[2022-04-12 02:49:59 main:574] : INFO : Epoch 1629 | loss: 0.0310413 | val_loss: 0.0311014 | Time: 1992.97 ms
[2022-04-12 02:50:01 main:574] : INFO : Epoch 1630 | loss: 0.0310424 | val_loss: 0.0311002 | Time: 2003.83 ms
[2022-04-12 02:50:03 main:574] : INFO : Epoch 1631 | loss: 0.031045 | val_loss: 0.0311063 | Time: 1972.98 ms
[2022-04-12 02:50:05 main:574] : INFO : Epoch 1632 | loss: 0.0310464 | val_loss: 0.0310979 | Time: 1962.13 ms
[2022-04-12 02:50:07 main:574] : INFO : Epoch 1633 | loss: 0.0310527 | val_loss: 0.0311026 | Time: 1981.7 ms
[2022-04-12 02:50:09 main:574] : INFO : Epoch 1634 | loss: 0.0310699 | val_loss: 0.0311004 | Time: 2001.84 ms
[2022-04-12 02:50:11 main:574] : INFO : Epoch 1635 | loss: 0.0310593 | val_loss: 0.0310952 | Time: 2019.48 ms
[2022-04-12 02:50:13 main:574] : INFO : Epoch 1636 | loss: 0.0310571 | val_loss: 0.0311025 | Time: 1980.45 ms
[2022-04-12 02:50:15 main:574] : INFO : Epoch 1637 | loss: 0.0310633 | val_loss: 0.0310988 | Time: 1969.38 ms
[2022-04-12 02:50:17 main:574] : INFO : Epoch 1638 | loss: 0.0310643 | val_loss: 0.0311016 | Time: 2022.88 ms
[2022-04-12 02:50:19 main:574] : INFO : Epoch 1639 | loss: 0.0310598 | val_loss: 0.0310976 | Time: 1990.7 ms
[2022-04-12 02:50:21 main:574] : INFO : Epoch 1640 | loss: 0.0310575 | val_loss: 0.0310992 | Time: 2015.8 ms
[2022-04-12 02:50:23 main:574] : INFO : Epoch 1641 | loss: 0.0310528 | val_loss: 0.031098 | Time: 2010.94 ms
[2022-04-12 02:50:26 main:574] : INFO : Epoch 1642 | loss: 0.0310506 | val_loss: 0.0311 | Time: 2028.77 ms
[2022-04-12 02:50:28 main:574] : INFO : Epoch 1643 | loss: 0.0310514 | val_loss: 0.0310915 | Time: 1997.15 ms
[2022-04-12 02:50:30 main:574] : INFO : Epoch 1644 | loss: 0.0310516 | val_loss: 0.0311 | Time: 2037.49 ms
[2022-04-12 02:50:32 main:574] : INFO : Epoch 1645 | loss: 0.0310489 | val_loss: 0.0310913 | Time: 2005 ms
[2022-04-12 02:50:34 main:574] : INFO : Epoch 1646 | loss: 0.0310484 | val_loss: 0.0310964 | Time: 2006.23 ms
[2022-04-12 02:50:36 main:574] : INFO : Epoch 1647 | loss: 0.0310476 | val_loss: 0.0310899 | Time: 2006.36 ms
[2022-04-12 02:50:38 main:574] : INFO : Epoch 1648 | loss: 0.0310496 | val_loss: 0.0310956 | Time: 1979.82 ms
[2022-04-12 02:50:40 main:574] : INFO : Epoch 1649 | loss: 0.0310469 | val_loss: 0.0310955 | Time: 2025.16 ms
[2022-04-12 02:50:42 main:574] : INFO : Epoch 1650 | loss: 0.0310455 | val_loss: 0.0310975 | Time: 1975.33 ms
[2022-04-12 02:50:44 main:574] : INFO : Epoch 1651 | loss: 0.031048 | val_loss: 0.0310973 | Time: 2023.49 ms
[2022-04-12 02:50:46 main:574] : INFO : Epoch 1652 | loss: 0.0310482 | val_loss: 0.0310981 | Time: 2010.93 ms
[2022-04-12 02:50:48 main:574] : INFO : Epoch 1653 | loss: 0.0310463 | val_loss: 0.0311005 | Time: 2008.77 ms
[2022-04-12 02:50:50 main:574] : INFO : Epoch 1654 | loss: 0.0310441 | val_loss: 0.0310977 | Time: 1984.46 ms
[2022-04-12 02:50:52 main:574] : INFO : Epoch 1655 | loss: 0.0310427 | val_loss: 0.0310995 | Time: 1983.63 ms
[2022-04-12 02:50:54 main:574] : INFO : Epoch 1656 | loss: 0.0310457 | val_loss: 0.0310962 | Time: 1991.67 ms
[2022-04-12 02:50:56 main:574] : INFO : Epoch 1657 | loss: 0.0310443 | val_loss: 0.0310995 | Time: 1986.73 ms
[2022-04-12 02:50:58 main:574] : INFO : Epoch 1658 | loss: 0.0310445 | val_loss: 0.0311048 | Time: 2015.06 ms
[2022-04-12 02:51:00 main:574] : INFO : Epoch 1659 | loss: 0.0310468 | val_loss: 0.0310949 | Time: 1989.27 ms
[2022-04-12 02:51:02 main:574] : INFO : Epoch 1660 | loss: 0.0310441 | val_loss: 0.0310957 | Time: 1993.38 ms
[2022-04-12 02:51:04 main:574] : INFO : Epoch 1661 | loss: 0.0310437 | val_loss: 0.0310927 | Time: 2003.45 ms
[2022-04-12 02:51:06 main:574] : INFO : Epoch 1662 | loss: 0.0310446 | val_loss: 0.0310952 | Time: 2018.54 ms
[2022-04-12 02:51:09 main:574] : INFO : Epoch 1663 | loss: 0.0310436 | val_loss: 0.0311048 | Time: 2008.03 ms
[2022-04-12 02:51:11 main:574] : INFO : Epoch 1664 | loss: 0.0310452 | val_loss: 0.0311035 | Time: 2004.59 ms
[2022-04-12 02:51:13 main:574] : INFO : Epoch 1665 | loss: 0.0310476 | val_loss: 0.0311059 | Time: 2025.31 ms
[2022-04-12 02:51:15 main:574] : INFO : Epoch 1666 | loss: 0.0310457 | val_loss: 0.0311054 | Time: 1985.42 ms
[2022-04-12 02:51:17 main:574] : INFO : Epoch 1667 | loss: 0.031049 | val_loss: 0.0311088 | Time: 1972.91 ms
[2022-04-12 02:51:19 main:574] : INFO : Epoch 1668 | loss: 0.0310514 | val_loss: 0.0311019 | Time: 2004.85 ms
[2022-04-12 02:51:21 main:574] : INFO : Epoch 1669 | loss: 0.0310485 | val_loss: 0.0311017 | Time: 2014.3 ms
[2022-04-12 02:51:23 main:574] : INFO : Epoch 1670 | loss: 0.0310498 | val_loss: 0.031096 | Time: 2029.8 ms
[2022-04-12 02:51:25 main:574] : INFO : Epoch 1671 | loss: 0.0310472 | val_loss: 0.0311001 | Time: 1985.86 ms
[2022-04-12 02:51:27 main:574] : INFO : Epoch 1672 | loss: 0.0310471 | val_loss: 0.031101 | Time: 2014.17 ms
[2022-04-12 02:51:29 main:574] : INFO : Epoch 1673 | loss: 0.0310463 | val_loss: 0.0310935 | Time: 1989.91 ms
[2022-04-12 02:51:31 main:574] : INFO : Epoch 1674 | loss: 0.0310472 | val_loss: 0.0310984 | Time: 2008.46 ms
[2022-04-12 02:51:33 main:574] : INFO : Epoch 1675 | loss: 0.0310461 | val_loss: 0.0310966 | Time: 1982.29 ms
[2022-04-12 02:51:35 main:574] : INFO : Epoch 1676 | loss: 0.0310469 | val_loss: 0.0310993 | Time: 2018.71 ms
[2022-04-12 02:51:37 main:574] : INFO : Epoch 1677 | loss: 0.0310495 | val_loss: 0.0310998 | Time: 2004.43 ms
[2022-04-12 02:51:39 main:574] : INFO : Epoch 1678 | loss: 0.0310535 | val_loss: 0.031107 | Time: 2020.11 ms
[2022-04-12 02:51:41 main:574] : INFO : Epoch 1679 | loss: 0.0310582 | val_loss: 0.0311023 | Time: 2031.72 ms
[2022-04-12 02:51:43 main:574] : INFO : Epoch 1680 | loss: 0.0310567 | val_loss: 0.0311006 | Time: 2013.78 ms
[2022-04-12 02:51:46 main:574] : INFO : Epoch 1681 | loss: 0.0310499 | val_loss: 0.0310989 | Time: 1997.34 ms
[2022-04-12 02:51:48 main:574] : INFO : Epoch 1682 | loss: 0.0310495 | val_loss: 0.0311003 | Time: 1972.21 ms
[2022-04-12 02:51:50 main:574] : INFO : Epoch 1683 | loss: 0.03105 | val_loss: 0.0310977 | Time: 2003.83 ms
[2022-04-12 02:51:52 main:574] : INFO : Epoch 1684 | loss: 0.0310504 | val_loss: 0.0311012 | Time: 2024.88 ms
[2022-04-12 02:51:54 main:574] : INFO : Epoch 1685 | loss: 0.0310542 | val_loss: 0.0310962 | Time: 2050 ms
[2022-04-12 02:51:56 main:574] : INFO : Epoch 1686 | loss: 0.03107 | val_loss: 0.0311029 | Time: 2024.12 ms
[2022-04-12 02:51:58 main:574] : INFO : Epoch 1687 | loss: 0.031071 | val_loss: 0.0311005 | Time: 2019.74 ms
[2022-04-12 02:52:00 main:574] : INFO : Epoch 1688 | loss: 0.0310718 | val_loss: 0.0310932 | Time: 2031.34 ms
[2022-04-12 02:52:02 main:574] : INFO : Epoch 1689 | loss: 0.0310687 | val_loss: 0.0310971 | Time: 1996.76 ms
[2022-04-12 02:52:04 main:574] : INFO : Epoch 1690 | loss: 0.0310682 | val_loss: 0.031097 | Time: 2035.35 ms
[2022-04-12 02:52:06 main:574] : INFO : Epoch 1691 | loss: 0.0310682 | val_loss: 0.0310933 | Time: 2035.11 ms
[2022-04-12 02:52:08 main:574] : INFO : Epoch 1692 | loss: 0.0310642 | val_loss: 0.0310949 | Time: 2022.51 ms
[2022-04-12 02:52:10 main:574] : INFO : Epoch 1693 | loss: 0.0310627 | val_loss: 0.0310957 | Time: 2028.09 ms
[2022-04-12 02:52:12 main:574] : INFO : Epoch 1694 | loss: 0.0310627 | val_loss: 0.0311097 | Time: 2020.45 ms
[2022-04-12 02:52:14 main:574] : INFO : Epoch 1695 | loss: 0.0310629 | val_loss: 0.0310985 | Time: 2009.37 ms
[2022-04-12 02:52:17 main:574] : INFO : Epoch 1696 | loss: 0.0310625 | val_loss: 0.0310975 | Time: 2001.01 ms
[2022-04-12 02:52:19 main:574] : INFO : Epoch 1697 | loss: 0.0310574 | val_loss: 0.0311023 | Time: 2028.52 ms
[2022-04-12 02:52:21 main:574] : INFO : Epoch 1698 | loss: 0.0310583 | val_loss: 0.0311018 | Time: 2012.06 ms
[2022-04-12 02:52:23 main:574] : INFO : Epoch 1699 | loss: 0.0310535 | val_loss: 0.0311035 | Time: 2010.84 ms
[2022-04-12 02:52:25 main:574] : INFO : Epoch 1700 | loss: 0.0310525 | val_loss: 0.0311019 | Time: 2000.77 ms
[2022-04-12 02:52:27 main:574] : INFO : Epoch 1701 | loss: 0.0310562 | val_loss: 0.0311046 | Time: 2001.77 ms
[2022-04-12 02:52:29 main:574] : INFO : Epoch 1702 | loss: 0.0310567 | val_loss: 0.0311078 | Time: 2021.1 ms
[2022-04-12 02:52:31 main:574] : INFO : Epoch 1703 | loss: 0.0310546 | val_loss: 0.0311027 | Time: 1954.98 ms
[2022-04-12 02:52:33 main:574] : INFO : Epoch 1704 | loss: 0.0310533 | val_loss: 0.0310985 | Time: 2026.97 ms
[2022-04-12 02:52:35 main:574] : INFO : Epoch 1705 | loss: 0.0310556 | val_loss: 0.0310968 | Time: 1993.56 ms
[2022-04-12 02:52:37 main:574] : INFO : Epoch 1706 | loss: 0.0310517 | val_loss: 0.0311043 | Time: 2017.95 ms
[2022-04-12 02:52:39 main:574] : INFO : Epoch 1707 | loss: 0.031051 | val_loss: 0.0310981 | Time: 1973.84 ms
[2022-04-12 02:52:41 main:574] : INFO : Epoch 1708 | loss: 0.031055 | val_loss: 0.0310969 | Time: 1990.66 ms
[2022-04-12 02:52:43 main:574] : INFO : Epoch 1709 | loss: 0.0310502 | val_loss: 0.0310944 | Time: 2004.15 ms
[2022-04-12 02:52:45 main:574] : INFO : Epoch 1710 | loss: 0.0310527 | val_loss: 0.0311008 | Time: 1992.78 ms
[2022-04-12 02:52:47 main:574] : INFO : Epoch 1711 | loss: 0.0310469 | val_loss: 0.0311058 | Time: 2016.96 ms
[2022-04-12 02:52:49 main:574] : INFO : Epoch 1712 | loss: 0.031048 | val_loss: 0.0311052 | Time: 1980.41 ms
[2022-04-12 02:52:51 main:574] : INFO : Epoch 1713 | loss: 0.031046 | val_loss: 0.0310988 | Time: 1990.62 ms
[2022-04-12 02:52:53 main:574] : INFO : Epoch 1714 | loss: 0.0310495 | val_loss: 0.0311074 | Time: 1987.87 ms
[2022-04-12 02:52:55 main:574] : INFO : Epoch 1715 | loss: 0.0310504 | val_loss: 0.0311069 | Time: 1998.63 ms
[2022-04-12 02:52:57 main:574] : INFO : Epoch 1716 | loss: 0.0310534 | val_loss: 0.0311048 | Time: 2018.18 ms
[2022-04-12 02:52:59 main:574] : INFO : Epoch 1717 | loss: 0.0310581 | val_loss: 0.0311023 | Time: 1976.85 ms
[2022-04-12 02:53:02 main:574] : INFO : Epoch 1718 | loss: 0.031058 | val_loss: 0.0310945 | Time: 1998.09 ms
[2022-04-12 02:53:04 main:574] : INFO : Epoch 1719 | loss: 0.0310552 | val_loss: 0.0310934 | Time: 1986.05 ms
[2022-04-12 02:53:06 main:574] : INFO : Epoch 1720 | loss: 0.0310538 | val_loss: 0.0310917 | Time: 1946.85 ms
[2022-04-12 02:53:08 main:574] : INFO : Epoch 1721 | loss: 0.0310514 | val_loss: 0.0311016 | Time: 2040.86 ms
[2022-04-12 02:53:10 main:574] : INFO : Epoch 1722 | loss: 0.0310489 | val_loss: 0.0311005 | Time: 2011.55 ms
[2022-04-12 02:53:12 main:574] : INFO : Epoch 1723 | loss: 0.0310505 | val_loss: 0.0311018 | Time: 2001.04 ms
[2022-04-12 02:53:14 main:574] : INFO : Epoch 1724 | loss: 0.0310493 | val_loss: 0.0310996 | Time: 1996.23 ms
[2022-04-12 02:53:16 main:574] : INFO : Epoch 1725 | loss: 0.0310476 | val_loss: 0.031096 | Time: 1978.1 ms
[2022-04-12 02:53:18 main:574] : INFO : Epoch 1726 | loss: 0.0310481 | val_loss: 0.0310967 | Time: 2007.94 ms
[2022-04-12 02:53:20 main:574] : INFO : Epoch 1727 | loss: 0.0310452 | val_loss: 0.0310981 | Time: 1992.87 ms
[2022-04-12 02:53:22 main:574] : INFO : Epoch 1728 | loss: 0.0310453 | val_loss: 0.0311003 | Time: 1986.78 ms
[2022-04-12 02:53:24 main:574] : INFO : Epoch 1729 | loss: 0.0310464 | val_loss: 0.0310985 | Time: 1987.38 ms
[2022-04-12 02:53:26 main:574] : INFO : Epoch 1730 | loss: 0.031052 | val_loss: 0.0310989 | Time: 1984.93 ms
[2022-04-12 02:53:28 main:574] : INFO : Epoch 1731 | loss: 0.0310519 | val_loss: 0.0311011 | Time: 1985.73 ms
[2022-04-12 02:53:30 main:574] : INFO : Epoch 1732 | loss: 0.0310476 | val_loss: 0.0310999 | Time: 1998.86 ms
[2022-04-12 02:53:32 main:574] : INFO : Epoch 1733 | loss: 0.0310486 | val_loss: 0.0311178 | Time: 1994.45 ms
[2022-04-12 02:53:34 main:574] : INFO : Epoch 1734 | loss: 0.0310549 | val_loss: 0.0310949 | Time: 1976.05 ms
[2022-04-12 02:53:36 main:574] : INFO : Epoch 1735 | loss: 0.03105 | val_loss: 0.0311 | Time: 2058.92 ms
[2022-04-12 02:53:38 main:574] : INFO : Epoch 1736 | loss: 0.0310494 | val_loss: 0.0310984 | Time: 1989.52 ms
[2022-04-12 02:53:41 main:574] : INFO : Epoch 1737 | loss: 0.0310459 | val_loss: 0.0310969 | Time: 2012.13 ms
[2022-04-12 02:53:43 main:574] : INFO : Epoch 1738 | loss: 0.0310457 | val_loss: 0.0310959 | Time: 2019.38 ms
[2022-04-12 02:53:45 main:574] : INFO : Epoch 1739 | loss: 0.0310496 | val_loss: 0.0310973 | Time: 2005.61 ms
[2022-04-12 02:53:47 main:574] : INFO : Epoch 1740 | loss: 0.0310491 | val_loss: 0.0310931 | Time: 1986.44 ms
[2022-04-12 02:53:49 main:574] : INFO : Epoch 1741 | loss: 0.0310509 | val_loss: 0.0310956 | Time: 1947.98 ms
[2022-04-12 02:53:51 main:574] : INFO : Epoch 1742 | loss: 0.0310505 | val_loss: 0.0310952 | Time: 1986.65 ms
[2022-04-12 02:53:53 main:574] : INFO : Epoch 1743 | loss: 0.0310511 | val_loss: 0.0310945 | Time: 1976.7 ms
[2022-04-12 02:53:55 main:574] : INFO : Epoch 1744 | loss: 0.0310496 | val_loss: 0.0310968 | Time: 1993.93 ms
[2022-04-12 02:53:57 main:574] : INFO : Epoch 1745 | loss: 0.0310489 | val_loss: 0.0310955 | Time: 2018.81 ms
[2022-04-12 02:53:59 main:574] : INFO : Epoch 1746 | loss: 0.0310503 | val_loss: 0.0310943 | Time: 1998.3 ms
[2022-04-12 02:54:01 main:574] : INFO : Epoch 1747 | loss: 0.0310498 | val_loss: 0.0311017 | Time: 2022.84 ms
[2022-04-12 02:54:03 main:574] : INFO : Epoch 1748 | loss: 0.0310522 | val_loss: 0.0310979 | Time: 1980.1 ms
[2022-04-12 02:54:05 main:574] : INFO : Epoch 1749 | loss: 0.0310507 | val_loss: 0.0310965 | Time: 1983.96 ms
[2022-04-12 02:54:07 main:574] : INFO : Epoch 1750 | loss: 0.0310516 | val_loss: 0.0310879 | Time: 2011 ms
[2022-04-12 02:54:09 main:574] : INFO : Epoch 1751 | loss: 0.0310509 | val_loss: 0.0310945 | Time: 1985.24 ms
[2022-04-12 02:54:11 main:574] : INFO : Epoch 1752 | loss: 0.0310515 | val_loss: 0.0310986 | Time: 1998.29 ms
[2022-04-12 02:54:13 main:574] : INFO : Epoch 1753 | loss: 0.0310473 | val_loss: 0.0311006 | Time: 2000.53 ms
[2022-04-12 02:54:15 main:574] : INFO : Epoch 1754 | loss: 0.0310454 | val_loss: 0.0310986 | Time: 1975.66 ms
[2022-04-12 02:54:17 main:574] : INFO : Epoch 1755 | loss: 0.031043 | val_loss: 0.0310949 | Time: 1996.77 ms
[2022-04-12 02:54:19 main:574] : INFO : Epoch 1756 | loss: 0.0310452 | val_loss: 0.03109 | Time: 2019.29 ms
[2022-04-12 02:54:21 main:574] : INFO : Epoch 1757 | loss: 0.0310447 | val_loss: 0.0310989 | Time: 2010.23 ms
[2022-04-12 02:54:23 main:574] : INFO : Epoch 1758 | loss: 0.0310474 | val_loss: 0.0310933 | Time: 1952.35 ms
[2022-04-12 02:54:25 main:574] : INFO : Epoch 1759 | loss: 0.0310512 | val_loss: 0.0310932 | Time: 2000.94 ms
[2022-04-12 02:54:28 main:574] : INFO : Epoch 1760 | loss: 0.0310548 | val_loss: 0.0310949 | Time: 2021.05 ms
[2022-04-12 02:54:30 main:574] : INFO : Epoch 1761 | loss: 0.0310483 | val_loss: 0.0310961 | Time: 1990.17 ms
[2022-04-12 02:54:32 main:574] : INFO : Epoch 1762 | loss: 0.0310483 | val_loss: 0.0311051 | Time: 2005.08 ms
[2022-04-12 02:54:34 main:574] : INFO : Epoch 1763 | loss: 0.0310478 | val_loss: 0.0311039 | Time: 1991.89 ms
[2022-04-12 02:54:36 main:574] : INFO : Epoch 1764 | loss: 0.0310904 | val_loss: 0.0311126 | Time: 2014.62 ms
[2022-04-12 02:54:38 main:574] : INFO : Epoch 1765 | loss: 0.0310929 | val_loss: 0.031101 | Time: 1969.09 ms
[2022-04-12 02:54:40 main:574] : INFO : Epoch 1766 | loss: 0.0310825 | val_loss: 0.0310978 | Time: 1990.62 ms
[2022-04-12 02:54:42 main:574] : INFO : Epoch 1767 | loss: 0.0310786 | val_loss: 0.031099 | Time: 1985.15 ms
[2022-04-12 02:54:44 main:574] : INFO : Epoch 1768 | loss: 0.0310731 | val_loss: 0.0310947 | Time: 2020.93 ms
[2022-04-12 02:54:46 main:574] : INFO : Epoch 1769 | loss: 0.0310698 | val_loss: 0.0310947 | Time: 2001.07 ms
[2022-04-12 02:54:48 main:574] : INFO : Epoch 1770 | loss: 0.0310676 | val_loss: 0.0310951 | Time: 2001.62 ms
[2022-04-12 02:54:50 main:574] : INFO : Epoch 1771 | loss: 0.0310648 | val_loss: 0.0310934 | Time: 1987.57 ms
[2022-04-12 02:54:52 main:574] : INFO : Epoch 1772 | loss: 0.0310649 | val_loss: 0.031095 | Time: 1981.91 ms
[2022-04-12 02:54:54 main:574] : INFO : Epoch 1773 | loss: 0.0310636 | val_loss: 0.0310938 | Time: 1984.07 ms
[2022-04-12 02:54:56 main:574] : INFO : Epoch 1774 | loss: 0.0310615 | val_loss: 0.0310961 | Time: 2016.45 ms
[2022-04-12 02:54:58 main:574] : INFO : Epoch 1775 | loss: 0.0310603 | val_loss: 0.0310926 | Time: 2018.05 ms
[2022-04-12 02:55:00 main:574] : INFO : Epoch 1776 | loss: 0.03106 | val_loss: 0.0310926 | Time: 2022.38 ms
[2022-04-12 02:55:02 main:574] : INFO : Epoch 1777 | loss: 0.0310593 | val_loss: 0.0310929 | Time: 2018.36 ms
[2022-04-12 02:55:04 main:574] : INFO : Epoch 1778 | loss: 0.0310567 | val_loss: 0.0310935 | Time: 1970.44 ms
[2022-04-12 02:55:06 main:574] : INFO : Epoch 1779 | loss: 0.0310598 | val_loss: 0.0310988 | Time: 2010.32 ms
[2022-04-12 02:55:08 main:574] : INFO : Epoch 1780 | loss: 0.0310672 | val_loss: 0.0311006 | Time: 2000.94 ms
[2022-04-12 02:55:10 main:574] : INFO : Epoch 1781 | loss: 0.031068 | val_loss: 0.0310997 | Time: 1990.82 ms
[2022-04-12 02:55:12 main:574] : INFO : Epoch 1782 | loss: 0.0310614 | val_loss: 0.0311005 | Time: 2015.66 ms
[2022-04-12 02:55:15 main:574] : INFO : Epoch 1783 | loss: 0.0310647 | val_loss: 0.0310987 | Time: 2002.1 ms
[2022-04-12 02:55:17 main:574] : INFO : Epoch 1784 | loss: 0.0310681 | val_loss: 0.0310982 | Time: 2010.44 ms
[2022-04-12 02:55:19 main:574] : INFO : Epoch 1785 | loss: 0.0310624 | val_loss: 0.0311009 | Time: 2036.08 ms
[2022-04-12 02:55:21 main:574] : INFO : Epoch 1786 | loss: 0.0310644 | val_loss: 0.0311028 | Time: 1981.37 ms
[2022-04-12 02:55:23 main:574] : INFO : Epoch 1787 | loss: 0.0310622 | val_loss: 0.0310982 | Time: 2001.54 ms
[2022-04-12 02:55:25 main:574] : INFO : Epoch 1788 | loss: 0.0310612 | val_loss: 0.0310995 | Time: 1954.22 ms
[2022-04-12 02:55:27 main:574] : INFO : Epoch 1789 | loss: 0.0310592 | val_loss: 0.0310932 | Time: 1983.65 ms
[2022-04-12 02:55:29 main:574] : INFO : Epoch 1790 | loss: 0.0310574 | val_loss: 0.0310962 | Time: 2019.89 ms
[2022-04-12 02:55:31 main:574] : INFO : Epoch 1791 | loss: 0.0310577 | val_loss: 0.0310972 | Time: 1958.72 ms
[2022-04-12 02:55:33 main:574] : INFO : Epoch 1792 | loss: 0.0310599 | val_loss: 0.0310961 | Time: 2029.21 ms
[2022-04-12 02:55:35 main:574] : INFO : Epoch 1793 | loss: 0.0310617 | val_loss: 0.0310906 | Time: 2003.92 ms
[2022-04-12 02:55:37 main:574] : INFO : Epoch 1794 | loss: 0.031062 | val_loss: 0.0310969 | Time: 1997.89 ms
[2022-04-12 02:55:39 main:574] : INFO : Epoch 1795 | loss: 0.0310595 | val_loss: 0.0311004 | Time: 2004.66 ms
[2022-04-12 02:55:41 main:574] : INFO : Epoch 1796 | loss: 0.0310569 | val_loss: 0.0310941 | Time: 2008.6 ms
[2022-04-12 02:55:43 main:574] : INFO : Epoch 1797 | loss: 0.0310558 | val_loss: 0.0310917 | Time: 2012.71 ms
[2022-04-12 02:55:45 main:574] : INFO : Epoch 1798 | loss: 0.0310544 | val_loss: 0.0310983 | Time: 1990.99 ms
[2022-04-12 02:55:47 main:574] : INFO : Epoch 1799 | loss: 0.031054 | val_loss: 0.0310932 | Time: 2009.82 ms
[2022-04-12 02:55:49 main:574] : INFO : Epoch 1800 | loss: 0.0310541 | val_loss: 0.0310972 | Time: 2006.79 ms
[2022-04-12 02:55:51 main:574] : INFO : Epoch 1801 | loss: 0.0310524 | val_loss: 0.0310926 | Time: 2031.14 ms
[2022-04-12 02:55:53 main:574] : INFO : Epoch 1802 | loss: 0.031051 | val_loss: 0.0310991 | Time: 2018.39 ms
[2022-04-12 02:55:55 main:574] : INFO : Epoch 1803 | loss: 0.0310523 | val_loss: 0.0311074 | Time: 1991.47 ms
[2022-04-12 02:55:58 main:574] : INFO : Epoch 1804 | loss: 0.0310494 | val_loss: 0.031101 | Time: 2019.47 ms
[2022-04-12 02:56:00 main:574] : INFO : Epoch 1805 | loss: 0.0310533 | val_loss: 0.0310963 | Time: 1961.11 ms
[2022-04-12 02:56:02 main:574] : INFO : Epoch 1806 | loss: 0.0310565 | val_loss: 0.0310963 | Time: 1993.38 ms
[2022-04-12 02:56:04 main:574] : INFO : Epoch 1807 | loss: 0.0310541 | val_loss: 0.0310971 | Time: 2000.59 ms
[2022-04-12 02:56:06 main:574] : INFO : Epoch 1808 | loss: 0.0310544 | val_loss: 0.0311 | Time: 2011.98 ms
[2022-04-12 02:56:08 main:574] : INFO : Epoch 1809 | loss: 0.0310561 | val_loss: 0.0310947 | Time: 1996.57 ms
[2022-04-12 02:56:10 main:574] : INFO : Epoch 1810 | loss: 0.0310542 | val_loss: 0.0310942 | Time: 1984.43 ms
[2022-04-12 02:56:12 main:574] : INFO : Epoch 1811 | loss: 0.0310533 | val_loss: 0.0310977 | Time: 2022.15 ms
[2022-04-12 02:56:14 main:574] : INFO : Epoch 1812 | loss: 0.0310533 | val_loss: 0.0310989 | Time: 2025.41 ms
[2022-04-12 02:56:16 main:574] : INFO : Epoch 1813 | loss: 0.0310543 | val_loss: 0.0310939 | Time: 2011.81 ms
[2022-04-12 02:56:18 main:574] : INFO : Epoch 1814 | loss: 0.031051 | val_loss: 0.0310983 | Time: 2019.02 ms
[2022-04-12 02:56:20 main:574] : INFO : Epoch 1815 | loss: 0.0310516 | val_loss: 0.0311026 | Time: 2012.07 ms
[2022-04-12 02:56:22 main:574] : INFO : Epoch 1816 | loss: 0.0310487 | val_loss: 0.0310977 | Time: 2020.27 ms
[2022-04-12 02:56:24 main:574] : INFO : Epoch 1817 | loss: 0.0310558 | val_loss: 0.0310997 | Time: 2004.01 ms
[2022-04-12 02:56:26 main:574] : INFO : Epoch 1818 | loss: 0.0310593 | val_loss: 0.0310977 | Time: 2020.57 ms
[2022-04-12 02:56:28 main:574] : INFO : Epoch 1819 | loss: 0.0310608 | val_loss: 0.0310991 | Time: 2020.89 ms
[2022-04-12 02:56:30 main:574] : INFO : Epoch 1820 | loss: 0.0310547 | val_loss: 0.031103 | Time: 1999.72 ms
[2022-04-12 02:56:32 main:574] : INFO : Epoch 1821 | loss: 0.0310547 | val_loss: 0.0310954 | Time: 2015.28 ms
[2022-04-12 02:56:34 main:574] : INFO : Epoch 1822 | loss: 0.0310605 | val_loss: 0.0311075 | Time: 2031.85 ms
[2022-04-12 02:56:37 main:574] : INFO : Epoch 1823 | loss: 0.0310615 | val_loss: 0.0311054 | Time: 2035.12 ms
[2022-04-12 02:56:39 main:574] : INFO : Epoch 1824 | loss: 0.0310625 | val_loss: 0.0311168 | Time: 2028 ms
[2022-04-12 02:56:41 main:574] : INFO : Epoch 1825 | loss: 0.0310611 | val_loss: 0.0311058 | Time: 2005.71 ms
[2022-04-12 02:56:43 main:574] : INFO : Epoch 1826 | loss: 0.0310574 | val_loss: 0.0310996 | Time: 1985.29 ms
[2022-04-12 02:56:45 main:574] : INFO : Epoch 1827 | loss: 0.0310528 | val_loss: 0.0310976 | Time: 1995.73 ms
[2022-04-12 02:56:47 main:574] : INFO : Epoch 1828 | loss: 0.0310509 | val_loss: 0.0310967 | Time: 2009.52 ms
[2022-04-12 02:56:49 main:574] : INFO : Epoch 1829 | loss: 0.0310533 | val_loss: 0.0310998 | Time: 2012.95 ms
[2022-04-12 02:56:51 main:574] : INFO : Epoch 1830 | loss: 0.0310532 | val_loss: 0.0310969 | Time: 2001.11 ms
[2022-04-12 02:56:53 main:574] : INFO : Epoch 1831 | loss: 0.0310514 | val_loss: 0.0310974 | Time: 2017.28 ms
[2022-04-12 02:56:55 main:574] : INFO : Epoch 1832 | loss: 0.0310515 | val_loss: 0.0311055 | Time: 1981.35 ms
[2022-04-12 02:56:57 main:574] : INFO : Epoch 1833 | loss: 0.0310493 | val_loss: 0.0310949 | Time: 2025.26 ms
[2022-04-12 02:56:59 main:574] : INFO : Epoch 1834 | loss: 0.0310493 | val_loss: 0.0311035 | Time: 1995.33 ms
[2022-04-12 02:57:01 main:574] : INFO : Epoch 1835 | loss: 0.0310514 | val_loss: 0.0310978 | Time: 1987.32 ms
[2022-04-12 02:57:03 main:574] : INFO : Epoch 1836 | loss: 0.0310496 | val_loss: 0.0310983 | Time: 1992.1 ms
[2022-04-12 02:57:05 main:574] : INFO : Epoch 1837 | loss: 0.0310506 | val_loss: 0.0311028 | Time: 2000.08 ms
[2022-04-12 02:57:07 main:574] : INFO : Epoch 1838 | loss: 0.0310475 | val_loss: 0.0310904 | Time: 2008.56 ms
[2022-04-12 02:57:09 main:574] : INFO : Epoch 1839 | loss: 0.0310463 | val_loss: 0.0310949 | Time: 1990.54 ms
[2022-04-12 02:57:11 main:574] : INFO : Epoch 1840 | loss: 0.0310487 | val_loss: 0.0311012 | Time: 1982.63 ms
[2022-04-12 02:57:13 main:574] : INFO : Epoch 1841 | loss: 0.0310475 | val_loss: 0.031092 | Time: 2006.66 ms
[2022-04-12 02:57:15 main:574] : INFO : Epoch 1842 | loss: 0.0310475 | val_loss: 0.0310968 | Time: 2009.28 ms
[2022-04-12 02:57:17 main:574] : INFO : Epoch 1843 | loss: 0.0310501 | val_loss: 0.0310911 | Time: 2002.55 ms
[2022-04-12 02:57:20 main:574] : INFO : Epoch 1844 | loss: 0.031049 | val_loss: 0.0310976 | Time: 1993.4 ms
[2022-04-12 02:57:22 main:574] : INFO : Epoch 1845 | loss: 0.0310467 | val_loss: 0.0310961 | Time: 1988.93 ms
[2022-04-12 02:57:24 main:574] : INFO : Epoch 1846 | loss: 0.0310502 | val_loss: 0.0310914 | Time: 2029.39 ms
[2022-04-12 02:57:26 main:574] : INFO : Epoch 1847 | loss: 0.0310518 | val_loss: 0.0311074 | Time: 2031.46 ms
[2022-04-12 02:57:28 main:574] : INFO : Epoch 1848 | loss: 0.0310546 | val_loss: 0.031102 | Time: 2021.97 ms
[2022-04-12 02:57:30 main:574] : INFO : Epoch 1849 | loss: 0.0310583 | val_loss: 0.0311021 | Time: 2021.43 ms
[2022-04-12 02:57:32 main:574] : INFO : Epoch 1850 | loss: 0.0310579 | val_loss: 0.0310977 | Time: 2009.27 ms
[2022-04-12 02:57:34 main:574] : INFO : Epoch 1851 | loss: 0.0310548 | val_loss: 0.0310976 | Time: 2006.26 ms
[2022-04-12 02:57:36 main:574] : INFO : Epoch 1852 | loss: 0.0310487 | val_loss: 0.0310932 | Time: 2011.81 ms
[2022-04-12 02:57:38 main:574] : INFO : Epoch 1853 | loss: 0.0310498 | val_loss: 0.0311016 | Time: 2011.39 ms
[2022-04-12 02:57:41 main:574] : INFO : Epoch 1854 | loss: 0.0310491 | val_loss: 0.0310991 | Time: 2002.4 ms
[2022-04-12 02:57:43 main:574] : INFO : Epoch 1855 | loss: 0.0310527 | val_loss: 0.0310995 | Time: 1989.71 ms
[2022-04-12 02:57:45 main:574] : INFO : Epoch 1856 | loss: 0.0310492 | val_loss: 0.0310979 | Time: 2010.29 ms
[2022-04-12 02:57:47 main:574] : INFO : Epoch 1857 | loss: 0.0310459 | val_loss: 0.0310952 | Time: 1993.31 ms
[2022-04-12 02:57:49 main:574] : INFO : Epoch 1858 | loss: 0.0310443 | val_loss: 0.0310955 | Time: 1976.5 ms
[2022-04-12 02:57:51 main:574] : INFO : Epoch 1859 | loss: 0.0310452 | val_loss: 0.0310979 | Time: 1998.46 ms
[2022-04-12 02:57:53 main:574] : INFO : Epoch 1860 | loss: 0.0310461 | val_loss: 0.0310984 | Time: 1997.16 ms
[2022-04-12 02:57:55 main:574] : INFO : Epoch 1861 | loss: 0.0310508 | val_loss: 0.0311062 | Time: 1978.28 ms
[2022-04-12 02:57:57 main:574] : INFO : Epoch 1862 | loss: 0.0310456 | val_loss: 0.0311 | Time: 1966.5 ms
[2022-04-12 02:57:59 main:574] : INFO : Epoch 1863 | loss: 0.0310455 | val_loss: 0.0311013 | Time: 1978.53 ms
[2022-04-12 02:58:01 main:574] : INFO : Epoch 1864 | loss: 0.0310466 | val_loss: 0.0310979 | Time: 1986.83 ms
[2022-04-12 02:58:03 main:574] : INFO : Epoch 1865 | loss: 0.0310466 | val_loss: 0.0310945 | Time: 1993.61 ms
[2022-04-12 02:58:05 main:574] : INFO : Epoch 1866 | loss: 0.0310433 | val_loss: 0.0310918 | Time: 2027.48 ms
[2022-04-12 02:58:07 main:574] : INFO : Epoch 1867 | loss: 0.0310425 | val_loss: 0.031096 | Time: 2005.72 ms
[2022-04-12 02:58:09 main:574] : INFO : Epoch 1868 | loss: 0.031042 | val_loss: 0.0310933 | Time: 2009.8 ms
[2022-04-12 02:58:11 main:574] : INFO : Epoch 1869 | loss: 0.0310437 | val_loss: 0.0310926 | Time: 1997.65 ms
[2022-04-12 02:58:13 main:574] : INFO : Epoch 1870 | loss: 0.0310411 | val_loss: 0.0310977 | Time: 2022.55 ms
[2022-04-12 02:58:15 main:574] : INFO : Epoch 1871 | loss: 0.0310396 | val_loss: 0.0311029 | Time: 1988.23 ms
[2022-04-12 02:58:17 main:574] : INFO : Epoch 1872 | loss: 0.031044 | val_loss: 0.0311019 | Time: 1999.65 ms
[2022-04-12 02:58:19 main:574] : INFO : Epoch 1873 | loss: 0.0310487 | val_loss: 0.0310983 | Time: 1992.92 ms
[2022-04-12 02:58:21 main:574] : INFO : Epoch 1874 | loss: 0.0310464 | val_loss: 0.0310982 | Time: 1992.02 ms
[2022-04-12 02:58:23 main:574] : INFO : Epoch 1875 | loss: 0.031045 | val_loss: 0.0311053 | Time: 1994.06 ms
[2022-04-12 02:58:25 main:574] : INFO : Epoch 1876 | loss: 0.0310458 | val_loss: 0.0310891 | Time: 2005.6 ms
[2022-04-12 02:58:27 main:574] : INFO : Epoch 1877 | loss: 0.0310467 | val_loss: 0.0311008 | Time: 1984.49 ms
[2022-04-12 02:58:29 main:574] : INFO : Epoch 1878 | loss: 0.0310485 | val_loss: 0.0310977 | Time: 1987.54 ms
[2022-04-12 02:58:31 main:574] : INFO : Epoch 1879 | loss: 0.0310464 | val_loss: 0.0310904 | Time: 1978.55 ms
[2022-04-12 02:58:33 main:574] : INFO : Epoch 1880 | loss: 0.0310456 | val_loss: 0.0310939 | Time: 1971.19 ms
[2022-04-12 02:58:35 main:574] : INFO : Epoch 1881 | loss: 0.0310441 | val_loss: 0.0311019 | Time: 1983.76 ms
[2022-04-12 02:58:38 main:574] : INFO : Epoch 1882 | loss: 0.031054 | val_loss: 0.0311001 | Time: 1988.86 ms
[2022-04-12 02:58:40 main:574] : INFO : Epoch 1883 | loss: 0.0310534 | val_loss: 0.0310956 | Time: 2010.53 ms
[2022-04-12 02:58:42 main:574] : INFO : Epoch 1884 | loss: 0.0310512 | val_loss: 0.0310956 | Time: 1992.92 ms
[2022-04-12 02:58:44 main:574] : INFO : Epoch 1885 | loss: 0.0310505 | val_loss: 0.0310948 | Time: 2030.89 ms
[2022-04-12 02:58:46 main:574] : INFO : Epoch 1886 | loss: 0.031052 | val_loss: 0.031097 | Time: 2006.15 ms
[2022-04-12 02:58:48 main:574] : INFO : Epoch 1887 | loss: 0.0310489 | val_loss: 0.0310893 | Time: 1987.05 ms
[2022-04-12 02:58:50 main:574] : INFO : Epoch 1888 | loss: 0.0310449 | val_loss: 0.031091 | Time: 2005.59 ms
[2022-04-12 02:58:52 main:574] : INFO : Epoch 1889 | loss: 0.031046 | val_loss: 0.0310911 | Time: 1957.8 ms
[2022-04-12 02:58:54 main:574] : INFO : Epoch 1890 | loss: 0.0310502 | val_loss: 0.0310962 | Time: 1969.41 ms
[2022-04-12 02:58:56 main:574] : INFO : Epoch 1891 | loss: 0.0310495 | val_loss: 0.0310998 | Time: 1973.4 ms
[2022-04-12 02:58:58 main:574] : INFO : Epoch 1892 | loss: 0.0310527 | val_loss: 0.0310991 | Time: 1982.23 ms
[2022-04-12 02:59:00 main:574] : INFO : Epoch 1893 | loss: 0.0310565 | val_loss: 0.0310971 | Time: 1974.59 ms
[2022-04-12 02:59:02 main:574] : INFO : Epoch 1894 | loss: 0.0310542 | val_loss: 0.0311016 | Time: 2024.79 ms
[2022-04-12 02:59:04 main:574] : INFO : Epoch 1895 | loss: 0.0310508 | val_loss: 0.0310966 | Time: 1974.04 ms
[2022-04-12 02:59:06 main:574] : INFO : Epoch 1896 | loss: 0.0310491 | val_loss: 0.031099 | Time: 1990.97 ms
[2022-04-12 02:59:08 main:574] : INFO : Epoch 1897 | loss: 0.031048 | val_loss: 0.0310928 | Time: 1984.67 ms
[2022-04-12 02:59:10 main:574] : INFO : Epoch 1898 | loss: 0.0310477 | val_loss: 0.0310909 | Time: 1949.58 ms
[2022-04-12 02:59:12 main:574] : INFO : Epoch 1899 | loss: 0.0310476 | val_loss: 0.0310915 | Time: 1983.77 ms
[2022-04-12 02:59:14 main:574] : INFO : Epoch 1900 | loss: 0.0310488 | val_loss: 0.031086 | Time: 1980.17 ms
[2022-04-12 02:59:16 main:574] : INFO : Epoch 1901 | loss: 0.0310491 | val_loss: 0.0311017 | Time: 2000.29 ms
[2022-04-12 02:59:18 main:574] : INFO : Epoch 1902 | loss: 0.0310553 | val_loss: 0.0310955 | Time: 1980.94 ms
[2022-04-12 02:59:20 main:574] : INFO : Epoch 1903 | loss: 0.0310589 | val_loss: 0.0310958 | Time: 2011.84 ms
[2022-04-12 02:59:22 main:574] : INFO : Epoch 1904 | loss: 0.0310619 | val_loss: 0.0310988 | Time: 1986.07 ms
[2022-04-12 02:59:24 main:574] : INFO : Epoch 1905 | loss: 0.0310678 | val_loss: 0.0311065 | Time: 1995.05 ms
[2022-04-12 02:59:26 main:574] : INFO : Epoch 1906 | loss: 0.0310654 | val_loss: 0.0310946 | Time: 1991.1 ms
[2022-04-12 02:59:28 main:574] : INFO : Epoch 1907 | loss: 0.0310595 | val_loss: 0.0311011 | Time: 1996.71 ms
[2022-04-12 02:59:30 main:574] : INFO : Epoch 1908 | loss: 0.0310584 | val_loss: 0.0310956 | Time: 1977.94 ms
[2022-04-12 02:59:32 main:574] : INFO : Epoch 1909 | loss: 0.0310539 | val_loss: 0.031101 | Time: 2017.17 ms
[2022-04-12 02:59:35 main:574] : INFO : Epoch 1910 | loss: 0.0310531 | val_loss: 0.0310996 | Time: 2017.5 ms
[2022-04-12 02:59:37 main:574] : INFO : Epoch 1911 | loss: 0.031055 | val_loss: 0.0310924 | Time: 2016.2 ms
[2022-04-12 02:59:39 main:574] : INFO : Epoch 1912 | loss: 0.0310525 | val_loss: 0.0310957 | Time: 2014.73 ms
[2022-04-12 02:59:41 main:574] : INFO : Epoch 1913 | loss: 0.0310519 | val_loss: 0.0310947 | Time: 2020.82 ms
[2022-04-12 02:59:43 main:574] : INFO : Epoch 1914 | loss: 0.0310499 | val_loss: 0.031094 | Time: 1951.94 ms
[2022-04-12 02:59:45 main:574] : INFO : Epoch 1915 | loss: 0.0310459 | val_loss: 0.0310883 | Time: 2024.99 ms
[2022-04-12 02:59:47 main:574] : INFO : Epoch 1916 | loss: 0.0310502 | val_loss: 0.0310863 | Time: 1977.27 ms
[2022-04-12 02:59:49 main:574] : INFO : Epoch 1917 | loss: 0.031049 | val_loss: 0.0310877 | Time: 1986.4 ms
[2022-04-12 02:59:51 main:574] : INFO : Epoch 1918 | loss: 0.031047 | val_loss: 0.0311 | Time: 2000.91 ms
[2022-04-12 02:59:53 main:574] : INFO : Epoch 1919 | loss: 0.0310472 | val_loss: 0.0310884 | Time: 2016.12 ms
[2022-04-12 02:59:55 main:574] : INFO : Epoch 1920 | loss: 0.0310467 | val_loss: 0.03109 | Time: 2006.15 ms
[2022-04-12 02:59:57 main:574] : INFO : Epoch 1921 | loss: 0.0310459 | val_loss: 0.0310905 | Time: 2030.3 ms
[2022-04-12 02:59:59 main:574] : INFO : Epoch 1922 | loss: 0.0310415 | val_loss: 0.031092 | Time: 1992.06 ms
[2022-04-12 03:00:01 main:574] : INFO : Epoch 1923 | loss: 0.0310406 | val_loss: 0.0310908 | Time: 2006.34 ms
[2022-04-12 03:00:03 main:574] : INFO : Epoch 1924 | loss: 0.0310418 | val_loss: 0.0310958 | Time: 2002.45 ms
[2022-04-12 03:00:05 main:574] : INFO : Epoch 1925 | loss: 0.0310412 | val_loss: 0.031093 | Time: 1996.91 ms
[2022-04-12 03:00:07 main:574] : INFO : Epoch 1926 | loss: 0.0310408 | val_loss: 0.0310896 | Time: 2003.62 ms
[2022-04-12 03:00:09 main:574] : INFO : Epoch 1927 | loss: 0.0310439 | val_loss: 0.0311013 | Time: 2048.39 ms
[2022-04-12 03:00:12 main:574] : INFO : Epoch 1928 | loss: 0.0310441 | val_loss: 0.0310982 | Time: 2004 ms
[2022-04-12 03:00:14 main:574] : INFO : Epoch 1929 | loss: 0.0310416 | val_loss: 0.0310934 | Time: 1981.94 ms
[2022-04-12 03:00:16 main:574] : INFO : Epoch 1930 | loss: 0.031042 | val_loss: 0.031092 | Time: 2013.71 ms
[2022-04-12 03:00:18 main:574] : INFO : Epoch 1931 | loss: 0.0310431 | val_loss: 0.0310975 | Time: 1989.85 ms
[2022-04-12 03:00:20 main:574] : INFO : Epoch 1932 | loss: 0.0310417 | val_loss: 0.031095 | Time: 1968.76 ms
[2022-04-12 03:00:22 main:574] : INFO : Epoch 1933 | loss: 0.0310456 | val_loss: 0.031089 | Time: 2000.18 ms
[2022-04-12 03:00:24 main:574] : INFO : Epoch 1934 | loss: 0.031043 | val_loss: 0.0310955 | Time: 2005.83 ms
[2022-04-12 03:00:26 main:574] : INFO : Epoch 1935 | loss: 0.0310428 | val_loss: 0.0311117 | Time: 2000.11 ms
[2022-04-12 03:00:28 main:574] : INFO : Epoch 1936 | loss: 0.0310787 | val_loss: 0.0311154 | Time: 2000.34 ms
[2022-04-12 03:00:30 main:574] : INFO : Epoch 1937 | loss: 0.0310751 | val_loss: 0.0311068 | Time: 2005.18 ms
[2022-04-12 03:00:32 main:574] : INFO : Epoch 1938 | loss: 0.0310692 | val_loss: 0.0311026 | Time: 2004.4 ms
[2022-04-12 03:00:34 main:574] : INFO : Epoch 1939 | loss: 0.031059 | val_loss: 0.0311075 | Time: 2018.99 ms
[2022-04-12 03:00:36 main:574] : INFO : Epoch 1940 | loss: 0.0310538 | val_loss: 0.0310997 | Time: 2030.02 ms
[2022-04-12 03:00:38 main:574] : INFO : Epoch 1941 | loss: 0.0310549 | val_loss: 0.0310946 | Time: 2010.21 ms
[2022-04-12 03:00:40 main:574] : INFO : Epoch 1942 | loss: 0.0310596 | val_loss: 0.0310947 | Time: 2005.07 ms
[2022-04-12 03:00:42 main:574] : INFO : Epoch 1943 | loss: 0.0310513 | val_loss: 0.031096 | Time: 2011.61 ms
[2022-04-12 03:00:44 main:574] : INFO : Epoch 1944 | loss: 0.0310614 | val_loss: 0.0310922 | Time: 1989.46 ms
[2022-04-12 03:00:46 main:574] : INFO : Epoch 1945 | loss: 0.0310554 | val_loss: 0.031099 | Time: 2000.03 ms
[2022-04-12 03:00:48 main:574] : INFO : Epoch 1946 | loss: 0.031052 | val_loss: 0.0310966 | Time: 2013.98 ms
[2022-04-12 03:00:50 main:574] : INFO : Epoch 1947 | loss: 0.0310518 | val_loss: 0.0311086 | Time: 1993.75 ms
[2022-04-12 03:00:52 main:574] : INFO : Epoch 1948 | loss: 0.0310578 | val_loss: 0.0310988 | Time: 2017.49 ms
[2022-04-12 03:00:54 main:574] : INFO : Epoch 1949 | loss: 0.0310629 | val_loss: 0.0311053 | Time: 1982.98 ms
[2022-04-12 03:00:57 main:574] : INFO : Epoch 1950 | loss: 0.0310689 | val_loss: 0.0311082 | Time: 2030.56 ms
[2022-04-12 03:00:59 main:574] : INFO : Epoch 1951 | loss: 0.0310675 | val_loss: 0.0311104 | Time: 2034.45 ms
[2022-04-12 03:01:01 main:574] : INFO : Epoch 1952 | loss: 0.031061 | val_loss: 0.0310971 | Time: 2027.85 ms
[2022-04-12 03:01:03 main:574] : INFO : Epoch 1953 | loss: 0.0310519 | val_loss: 0.0310956 | Time: 1998.01 ms
[2022-04-12 03:01:05 main:574] : INFO : Epoch 1954 | loss: 0.0310503 | val_loss: 0.0310953 | Time: 2026.23 ms
[2022-04-12 03:01:07 main:574] : INFO : Epoch 1955 | loss: 0.0310494 | val_loss: 0.0310973 | Time: 2039.4 ms
[2022-04-12 03:01:09 main:574] : INFO : Epoch 1956 | loss: 0.0310489 | val_loss: 0.0311014 | Time: 2012.61 ms
[2022-04-12 03:01:11 main:574] : INFO : Epoch 1957 | loss: 0.0310514 | val_loss: 0.0311002 | Time: 2004.36 ms
[2022-04-12 03:01:13 main:574] : INFO : Epoch 1958 | loss: 0.0310476 | val_loss: 0.0310929 | Time: 2009.08 ms
[2022-04-12 03:01:15 main:574] : INFO : Epoch 1959 | loss: 0.0310536 | val_loss: 0.0311055 | Time: 2025.16 ms
[2022-04-12 03:01:17 main:574] : INFO : Epoch 1960 | loss: 0.0310558 | val_loss: 0.0311019 | Time: 2015.8 ms
[2022-04-12 03:01:19 main:574] : INFO : Epoch 1961 | loss: 0.0310525 | val_loss: 0.0311079 | Time: 2006.01 ms
[2022-04-12 03:01:21 main:574] : INFO : Epoch 1962 | loss: 0.0310535 | val_loss: 0.0311005 | Time: 2023.1 ms
[2022-04-12 03:01:23 main:574] : INFO : Epoch 1963 | loss: 0.031051 | val_loss: 0.0311041 | Time: 2027.91 ms
[2022-04-12 03:01:25 main:574] : INFO : Epoch 1964 | loss: 0.0310486 | val_loss: 0.0311002 | Time: 1997.82 ms
[2022-04-12 03:01:28 main:574] : INFO : Epoch 1965 | loss: 0.0310502 | val_loss: 0.0310993 | Time: 2006.09 ms
[2022-04-12 03:01:30 main:574] : INFO : Epoch 1966 | loss: 0.0310493 | val_loss: 0.0310916 | Time: 2019.85 ms
[2022-04-12 03:01:32 main:574] : INFO : Epoch 1967 | loss: 0.0310526 | val_loss: 0.0310989 | Time: 2049.19 ms
[2022-04-12 03:01:34 main:574] : INFO : Epoch 1968 | loss: 0.0310464 | val_loss: 0.0310958 | Time: 2027.18 ms
[2022-04-12 03:01:36 main:574] : INFO : Epoch 1969 | loss: 0.0310435 | val_loss: 0.0311019 | Time: 2028.42 ms
[2022-04-12 03:01:38 main:574] : INFO : Epoch 1970 | loss: 0.0310498 | val_loss: 0.0311005 | Time: 2013.51 ms
[2022-04-12 03:01:40 main:574] : INFO : Epoch 1971 | loss: 0.0310524 | val_loss: 0.0310933 | Time: 1992.33 ms
[2022-04-12 03:01:42 main:574] : INFO : Epoch 1972 | loss: 0.0310477 | val_loss: 0.0311002 | Time: 2013.39 ms
[2022-04-12 03:01:44 main:574] : INFO : Epoch 1973 | loss: 0.0310456 | val_loss: 0.0310913 | Time: 1986.19 ms
[2022-04-12 03:01:46 main:574] : INFO : Epoch 1974 | loss: 0.0310431 | val_loss: 0.0310905 | Time: 2004.03 ms
[2022-04-12 03:01:48 main:574] : INFO : Epoch 1975 | loss: 0.0310419 | val_loss: 0.0310928 | Time: 2043.99 ms
[2022-04-12 03:01:50 main:574] : INFO : Epoch 1976 | loss: 0.031044 | val_loss: 0.0310934 | Time: 1985.19 ms
[2022-04-12 03:01:52 main:574] : INFO : Epoch 1977 | loss: 0.031054 | val_loss: 0.031114 | Time: 2013.61 ms
[2022-04-12 03:01:54 main:574] : INFO : Epoch 1978 | loss: 0.0310567 | val_loss: 0.0310985 | Time: 1981.54 ms
[2022-04-12 03:01:56 main:574] : INFO : Epoch 1979 | loss: 0.0310505 | val_loss: 0.0310963 | Time: 1999.39 ms
[2022-04-12 03:01:58 main:574] : INFO : Epoch 1980 | loss: 0.031048 | val_loss: 0.0310966 | Time: 2022.27 ms
[2022-04-12 03:02:01 main:574] : INFO : Epoch 1981 | loss: 0.0310454 | val_loss: 0.0310906 | Time: 1999.4 ms
[2022-04-12 03:02:03 main:574] : INFO : Epoch 1982 | loss: 0.0310433 | val_loss: 0.0310962 | Time: 2024.5 ms
[2022-04-12 03:02:05 main:574] : INFO : Epoch 1983 | loss: 0.0310436 | val_loss: 0.031096 | Time: 2031.79 ms
[2022-04-12 03:02:07 main:574] : INFO : Epoch 1984 | loss: 0.0310431 | val_loss: 0.0310948 | Time: 2021.93 ms
[2022-04-12 03:02:09 main:574] : INFO : Epoch 1985 | loss: 0.0310391 | val_loss: 0.0310909 | Time: 2030.29 ms
[2022-04-12 03:02:11 main:574] : INFO : Epoch 1986 | loss: 0.0310391 | val_loss: 0.0310968 | Time: 2036.85 ms
[2022-04-12 03:02:13 main:574] : INFO : Epoch 1987 | loss: 0.0310421 | val_loss: 0.0310927 | Time: 1988.69 ms
[2022-04-12 03:02:15 main:574] : INFO : Epoch 1988 | loss: 0.0310399 | val_loss: 0.0310949 | Time: 2000.84 ms
[2022-04-12 03:02:17 main:574] : INFO : Epoch 1989 | loss: 0.0310363 | val_loss: 0.0310954 | Time: 1983.82 ms
[2022-04-12 03:02:19 main:574] : INFO : Epoch 1990 | loss: 0.0310365 | val_loss: 0.0310972 | Time: 2030.14 ms
[2022-04-12 03:02:21 main:574] : INFO : Epoch 1991 | loss: 0.0310361 | val_loss: 0.0310943 | Time: 2016.21 ms
[2022-04-12 03:02:23 main:574] : INFO : Epoch 1992 | loss: 0.0310399 | val_loss: 0.0310942 | Time: 1996.38 ms
[2022-04-12 03:02:25 main:574] : INFO : Epoch 1993 | loss: 0.0310575 | val_loss: 0.0310978 | Time: 2023.4 ms
[2022-04-12 03:02:27 main:574] : INFO : Epoch 1994 | loss: 0.0310624 | val_loss: 0.0310997 | Time: 1986.29 ms
[2022-04-12 03:02:29 main:574] : INFO : Epoch 1995 | loss: 0.0310613 | val_loss: 0.0310941 | Time: 2005.9 ms
[2022-04-12 03:02:31 main:574] : INFO : Epoch 1996 | loss: 0.0310503 | val_loss: 0.0310883 | Time: 1994.78 ms
[2022-04-12 03:02:34 main:574] : INFO : Epoch 1997 | loss: 0.0310508 | val_loss: 0.0310912 | Time: 2017.47 ms
[2022-04-12 03:02:36 main:574] : INFO : Epoch 1998 | loss: 0.0310469 | val_loss: 0.0310935 | Time: 2018.3 ms
[2022-04-12 03:02:38 main:574] : INFO : Epoch 1999 | loss: 0.031046 | val_loss: 0.0310901 | Time: 2019.53 ms
[2022-04-12 03:02:40 main:574] : INFO : Epoch 2000 | loss: 0.031046 | val_loss: 0.0311105 | Time: 2013.59 ms
[2022-04-12 03:02:42 main:574] : INFO : Epoch 2001 | loss: 0.031099 | val_loss: 0.0311242 | Time: 2033.62 ms
[2022-04-12 03:02:44 main:574] : INFO : Epoch 2002 | loss: 0.0311204 | val_loss: 0.0311242 | Time: 2009.16 ms
[2022-04-12 03:02:46 main:574] : INFO : Epoch 2003 | loss: 0.0311191 | val_loss: 0.0311244 | Time: 2027.9 ms
[2022-04-12 03:02:48 main:574] : INFO : Epoch 2004 | loss: 0.0311181 | val_loss: 0.0311217 | Time: 2004.58 ms
[2022-04-12 03:02:50 main:574] : INFO : Epoch 2005 | loss: 0.0311093 | val_loss: 0.0311248 | Time: 2024.87 ms
[2022-04-12 03:02:52 main:574] : INFO : Epoch 2006 | loss: 0.0311026 | val_loss: 0.0311124 | Time: 2011.48 ms
[2022-04-12 03:02:54 main:574] : INFO : Epoch 2007 | loss: 0.0310986 | val_loss: 0.0311093 | Time: 2015.21 ms
[2022-04-12 03:02:56 main:574] : INFO : Epoch 2008 | loss: 0.0310942 | val_loss: 0.031106 | Time: 2014.18 ms
[2022-04-12 03:02:59 main:574] : INFO : Epoch 2009 | loss: 0.0310916 | val_loss: 0.0311107 | Time: 2046.21 ms
[2022-04-12 03:03:01 main:574] : INFO : Epoch 2010 | loss: 0.0310907 | val_loss: 0.0311081 | Time: 2022.64 ms
[2022-04-12 03:03:03 main:574] : INFO : Epoch 2011 | loss: 0.0310864 | val_loss: 0.0311025 | Time: 2017.91 ms
[2022-04-12 03:03:05 main:574] : INFO : Epoch 2012 | loss: 0.0310836 | val_loss: 0.0311088 | Time: 2015.34 ms
[2022-04-12 03:03:07 main:574] : INFO : Epoch 2013 | loss: 0.0310803 | val_loss: 0.0311069 | Time: 2017.38 ms
[2022-04-12 03:03:09 main:574] : INFO : Epoch 2014 | loss: 0.0310792 | val_loss: 0.0311053 | Time: 2055.29 ms
[2022-04-12 03:03:11 main:574] : INFO : Epoch 2015 | loss: 0.0310774 | val_loss: 0.0311053 | Time: 1999.84 ms
[2022-04-12 03:03:13 main:574] : INFO : Epoch 2016 | loss: 0.0310766 | val_loss: 0.0311071 | Time: 1991.92 ms
[2022-04-12 03:03:15 main:574] : INFO : Epoch 2017 | loss: 0.0310742 | val_loss: 0.0311057 | Time: 2030.59 ms
[2022-04-12 03:03:17 main:574] : INFO : Epoch 2018 | loss: 0.0310703 | val_loss: 0.0311073 | Time: 2015.35 ms
[2022-04-12 03:03:19 main:574] : INFO : Epoch 2019 | loss: 0.0310742 | val_loss: 0.0311031 | Time: 2027.49 ms
[2022-04-12 03:03:21 main:574] : INFO : Epoch 2020 | loss: 0.031074 | val_loss: 0.0311115 | Time: 2014.55 ms
[2022-04-12 03:03:23 main:574] : INFO : Epoch 2021 | loss: 0.0310766 | val_loss: 0.0310999 | Time: 2024.66 ms
[2022-04-12 03:03:25 main:574] : INFO : Epoch 2022 | loss: 0.0310727 | val_loss: 0.0311014 | Time: 1969.73 ms
[2022-04-12 03:03:27 main:574] : INFO : Epoch 2023 | loss: 0.0310686 | val_loss: 0.0311028 | Time: 2007.96 ms
[2022-04-12 03:03:30 main:574] : INFO : Epoch 2024 | loss: 0.0310687 | val_loss: 0.0310998 | Time: 2019.14 ms
[2022-04-12 03:03:32 main:574] : INFO : Epoch 2025 | loss: 0.031067 | val_loss: 0.0311012 | Time: 1991.27 ms
[2022-04-12 03:03:34 main:574] : INFO : Epoch 2026 | loss: 0.0310669 | val_loss: 0.0311012 | Time: 1996.72 ms
[2022-04-12 03:03:36 main:574] : INFO : Epoch 2027 | loss: 0.0310637 | val_loss: 0.0311005 | Time: 1989.06 ms
[2022-04-12 03:03:38 main:574] : INFO : Epoch 2028 | loss: 0.0310676 | val_loss: 0.0311057 | Time: 1993.27 ms
[2022-04-12 03:03:40 main:574] : INFO : Epoch 2029 | loss: 0.0310663 | val_loss: 0.0311003 | Time: 2025.47 ms
[2022-04-12 03:03:42 main:574] : INFO : Epoch 2030 | loss: 0.0310674 | val_loss: 0.0311008 | Time: 2022.4 ms
[2022-04-12 03:03:44 main:574] : INFO : Epoch 2031 | loss: 0.0310663 | val_loss: 0.0310995 | Time: 1994.99 ms
[2022-04-12 03:03:46 main:574] : INFO : Epoch 2032 | loss: 0.0310652 | val_loss: 0.0310997 | Time: 2007.07 ms
[2022-04-12 03:03:48 main:574] : INFO : Epoch 2033 | loss: 0.0310636 | val_loss: 0.0311011 | Time: 2016.14 ms
[2022-04-12 03:03:50 main:574] : INFO : Epoch 2034 | loss: 0.0310624 | val_loss: 0.0311011 | Time: 1998.46 ms
[2022-04-12 03:03:52 main:574] : INFO : Epoch 2035 | loss: 0.0310645 | val_loss: 0.0311103 | Time: 1910.93 ms
[2022-04-12 03:03:54 main:574] : INFO : Epoch 2036 | loss: 0.0310719 | val_loss: 0.0311042 | Time: 2012.64 ms
[2022-04-12 03:03:56 main:574] : INFO : Epoch 2037 | loss: 0.0310632 | val_loss: 0.0311038 | Time: 1976.78 ms
[2022-04-12 03:03:58 main:574] : INFO : Epoch 2038 | loss: 0.0310623 | val_loss: 0.0311064 | Time: 1998.2 ms
[2022-04-12 03:04:00 main:574] : INFO : Epoch 2039 | loss: 0.0310611 | val_loss: 0.0311045 | Time: 1991.3 ms
[2022-04-12 03:04:02 main:574] : INFO : Epoch 2040 | loss: 0.0310635 | val_loss: 0.0311008 | Time: 2021.82 ms
[2022-04-12 03:04:04 main:574] : INFO : Epoch 2041 | loss: 0.0310638 | val_loss: 0.0310983 | Time: 2015.28 ms
[2022-04-12 03:04:06 main:574] : INFO : Epoch 2042 | loss: 0.0310633 | val_loss: 0.0310998 | Time: 1996.53 ms
[2022-04-12 03:04:08 main:574] : INFO : Epoch 2043 | loss: 0.0310648 | val_loss: 0.031098 | Time: 2036.71 ms
[2022-04-12 03:04:10 main:574] : INFO : Epoch 2044 | loss: 0.0310663 | val_loss: 0.0311094 | Time: 2009.43 ms
[2022-04-12 03:04:12 main:574] : INFO : Epoch 2045 | loss: 0.0310666 | val_loss: 0.031102 | Time: 1993.73 ms
[2022-04-12 03:04:15 main:574] : INFO : Epoch 2046 | loss: 0.0310651 | val_loss: 0.0311082 | Time: 1982.47 ms
[2022-04-12 03:04:17 main:574] : INFO : Epoch 2047 | loss: 0.0310644 | val_loss: 0.0311003 | Time: 2003.13 ms
[2022-04-12 03:04:19 main:574] : INFO : Epoch 2048 | loss: 0.031066 | val_loss: 0.0310954 | Time: 1968.43 ms
[2022-04-12 03:04:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310954
[2022-04-12 03:04:19 main:603] : INFO : Saving end state to config to file
[2022-04-12 03:04:19 main:608] : INFO : Success, exiting..
03:04:19 (3884): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)