Task 5172339
| Name | ParityMachine-1619232887-32042-2_0 |
| Workunit | 3107992 |
| Created | 10 May 2021, 7:11:17 UTC |
| Sent | 18 May 2021, 5:45:40 UTC |
| Report deadline | 25 May 2021, 5:45:40 UTC |
| Received | 18 May 2021, 14:16:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 11 min 58 sec |
| CPU time | 1 hours 8 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 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: 0.031102 | val_loss: 0.0311525 | Time: 2008.88 ms
[2021-05-18 19:07:47 main:574] : INFO : Epoch 1543 | loss: 0.0310988 | val_loss: 0.0311465 | Time: 2017.53 ms
[2021-05-18 19:07:49 main:574] : INFO : Epoch 1544 | loss: 0.0310982 | val_loss: 0.0311508 | Time: 2013.09 ms
[2021-05-18 19:07:51 main:574] : INFO : Epoch 1545 | loss: 0.0311018 | val_loss: 0.0311482 | Time: 2043.48 ms
[2021-05-18 19:07:53 main:574] : INFO : Epoch 1546 | loss: 0.0311024 | val_loss: 0.0311486 | Time: 2021.91 ms
[2021-05-18 19:07:56 main:574] : INFO : Epoch 1547 | loss: 0.0310982 | val_loss: 0.0311493 | Time: 2002.37 ms
[2021-05-18 19:07:58 main:574] : INFO : Epoch 1548 | loss: 0.031098 | val_loss: 0.0311489 | Time: 2017.83 ms
[2021-05-18 19:08:00 main:574] : INFO : Epoch 1549 | loss: 0.0310999 | val_loss: 0.0311434 | Time: 2014.32 ms
[2021-05-18 19:08:02 main:574] : INFO : Epoch 1550 | loss: 0.0311005 | val_loss: 0.0311489 | Time: 2025.89 ms
[2021-05-18 19:08:04 main:574] : INFO : Epoch 1551 | loss: 0.0311161 | val_loss: 0.0311509 | Time: 2008.09 ms
[2021-05-18 19:08:06 main:574] : INFO : Epoch 1552 | loss: 0.0311272 | val_loss: 0.0311471 | Time: 2005.07 ms
[2021-05-18 19:08:08 main:574] : INFO : Epoch 1553 | loss: 0.0311239 | val_loss: 0.0311471 | Time: 2004.68 ms
[2021-05-18 19:08:10 main:574] : INFO : Epoch 1554 | loss: 0.0311209 | val_loss: 0.0311414 | Time: 2008.87 ms
[2021-05-18 19:08:12 main:574] : INFO : Epoch 1555 | loss: 0.0311174 | val_loss: 0.0311443 | Time: 2003.2 ms
[2021-05-18 19:08:14 main:574] : INFO : Epoch 1556 | loss: 0.0311164 | val_loss: 0.0311482 | Time: 2006.5 ms
[2021-05-18 19:08:16 main:574] : INFO : Epoch 1557 | loss: 0.0311181 | val_loss: 0.0311465 | Time: 2003.67 ms
[2021-05-18 19:08:18 main:574] : INFO : Epoch 1558 | loss: 0.03112 | val_loss: 0.031143 | Time: 1990.34 ms
[2021-05-18 19:08:21 main:574] : INFO : Epoch 1559 | loss: 0.0311179 | val_loss: 0.0311418 | Time: 2004 ms
[2021-05-18 19:08:23 main:574] : INFO : Epoch 1560 | loss: 0.0311182 | val_loss: 0.0311467 | Time: 2002.94 ms
[2021-05-18 19:08:25 main:574] : INFO : Epoch 1561 | loss: 0.0311187 | val_loss: 0.0311406 | Time: 1995.68 ms
[2021-05-18 19:08:27 main:574] : INFO : Epoch 1562 | loss: 0.0311165 | val_loss: 0.0311416 | Time: 2011.39 ms
[2021-05-18 19:08:29 main:574] : INFO : Epoch 1563 | loss: 0.0311156 | val_loss: 0.031141 | Time: 2022.47 ms
[2021-05-18 19:08:31 main:574] : INFO : Epoch 1564 | loss: 0.0311118 | val_loss: 0.0311381 | Time: 2006.14 ms
[2021-05-18 19:08:33 main:574] : INFO : Epoch 1565 | loss: 0.0311096 | val_loss: 0.0311413 | Time: 1991.8 ms
[2021-05-18 19:08:35 main:574] : INFO : Epoch 1566 | loss: 0.0311085 | val_loss: 0.0311392 | Time: 2011 ms
[2021-05-18 19:08:37 main:574] : INFO : Epoch 1567 | loss: 0.0311066 | val_loss: 0.0311384 | Time: 1998.12 ms
[2021-05-18 19:08:39 main:574] : INFO : Epoch 1568 | loss: 0.0311064 | val_loss: 0.0311431 | Time: 2017.3 ms
[2021-05-18 19:08:41 main:574] : INFO : Epoch 1569 | loss: 0.0311064 | val_loss: 0.0311423 | Time: 2015.89 ms
[2021-05-18 19:08:43 main:574] : INFO : Epoch 1570 | loss: 0.0311064 | val_loss: 0.0311417 | Time: 2004.87 ms
[2021-05-18 19:08:45 main:574] : INFO : Epoch 1571 | loss: 0.0311066 | val_loss: 0.0311395 | Time: 2026.74 ms
[2021-05-18 19:08:48 main:574] : INFO : Epoch 1572 | loss: 0.0311057 | val_loss: 0.0311425 | Time: 2006.06 ms
[2021-05-18 19:08:50 main:574] : INFO : Epoch 1573 | loss: 0.0311068 | val_loss: 0.0311435 | Time: 2014.79 ms
[2021-05-18 19:08:52 main:574] : INFO : Epoch 1574 | loss: 0.0311053 | val_loss: 0.0311391 | Time: 2006.98 ms
[2021-05-18 19:08:54 main:574] : INFO : Epoch 1575 | loss: 0.0311067 | val_loss: 0.0311463 | Time: 1995.39 ms
[2021-05-18 19:08:56 main:574] : INFO : Epoch 1576 | loss: 0.0311057 | val_loss: 0.0311407 | Time: 2038.38 ms
[2021-05-18 19:08:58 main:574] : INFO : Epoch 1577 | loss: 0.0311047 | val_loss: 0.0311462 | Time: 2053.98 ms
[2021-05-18 19:09:00 main:574] : INFO : Epoch 1578 | loss: 0.0311035 | val_loss: 0.031147 | Time: 2012.09 ms
[2021-05-18 19:09:02 main:574] : INFO : Epoch 1579 | loss: 0.0311027 | val_loss: 0.0311395 | Time: 2004.9 ms
[2021-05-18 19:09:04 main:574] : INFO : Epoch 1580 | loss: 0.0311028 | val_loss: 0.0311417 | Time: 2022.86 ms
[2021-05-18 19:09:07 main:574] : INFO : Epoch 1581 | loss: 0.0311026 | val_loss: 0.0311426 | Time: 2064.22 ms
[2021-05-18 19:09:09 main:574] : INFO : Epoch 1582 | loss: 0.031101 | val_loss: 0.031145 | Time: 2056.22 ms
[2021-05-18 19:09:11 main:574] : INFO : Epoch 1583 | loss: 0.0311007 | val_loss: 0.0311465 | Time: 2026.09 ms
[2021-05-18 19:09:13 main:574] : INFO : Epoch 1584 | loss: 0.0311002 | val_loss: 0.0311396 | Time: 2007.78 ms
[2021-05-18 19:09:15 main:574] : INFO : Epoch 1585 | loss: 0.0311028 | val_loss: 0.0311442 | Time: 1995.66 ms
[2021-05-18 19:09:17 main:574] : INFO : Epoch 1586 | loss: 0.0311016 | val_loss: 0.0311435 | Time: 2028.47 ms
[2021-05-18 19:09:19 main:574] : INFO : Epoch 1587 | loss: 0.0311006 | val_loss: 0.0311419 | Time: 1984.07 ms
[2021-05-18 19:09:21 main:574] : INFO : Epoch 1588 | loss: 0.031101 | val_loss: 0.0311412 | Time: 2002.78 ms
[2021-05-18 19:09:23 main:574] : INFO : Epoch 1589 | loss: 0.0311015 | val_loss: 0.0311444 | Time: 2007.12 ms
[2021-05-18 19:09:25 main:574] : INFO : Epoch 1590 | loss: 0.0310995 | val_loss: 0.0311507 | Time: 2000.97 ms
[2021-05-18 19:09:27 main:574] : INFO : Epoch 1591 | loss: 0.0311031 | val_loss: 0.031144 | Time: 2019.28 ms
[2021-05-18 19:09:30 main:574] : INFO : Epoch 1592 | loss: 0.0311052 | val_loss: 0.0311507 | Time: 2012.13 ms
[2021-05-18 19:09:32 main:574] : INFO : Epoch 1593 | loss: 0.0311022 | val_loss: 0.0311482 | Time: 1991.97 ms
[2021-05-18 19:09:34 main:574] : INFO : Epoch 1594 | loss: 0.0311014 | val_loss: 0.0311526 | Time: 2003.45 ms
[2021-05-18 19:09:36 main:574] : INFO : Epoch 1595 | loss: 0.0311034 | val_loss: 0.0311425 | Time: 2019.01 ms
[2021-05-18 19:09:38 main:574] : INFO : Epoch 1596 | loss: 0.0311073 | val_loss: 0.0311521 | Time: 2020.1 ms
[2021-05-18 19:09:40 main:574] : INFO : Epoch 1597 | loss: 0.0311036 | val_loss: 0.0311413 | Time: 2015.37 ms
[2021-05-18 19:09:42 main:574] : INFO : Epoch 1598 | loss: 0.0311017 | val_loss: 0.0311451 | Time: 2033.09 ms
[2021-05-18 19:09:44 main:574] : INFO : Epoch 1599 | loss: 0.0311028 | val_loss: 0.0311493 | Time: 2002.32 ms
[2021-05-18 19:09:46 main:574] : INFO : Epoch 1600 | loss: 0.0310986 | val_loss: 0.0311448 | Time: 2013.43 ms
[2021-05-18 19:09:48 main:574] : INFO : Epoch 1601 | loss: 0.0310987 | val_loss: 0.0311503 | Time: 2024.09 ms
[2021-05-18 19:09:50 main:574] : INFO : Epoch 1602 | loss: 0.0311015 | val_loss: 0.031147 | Time: 2014.44 ms
[2021-05-18 19:09:53 main:574] : INFO : Epoch 1603 | loss: 0.0311055 | val_loss: 0.0311457 | Time: 2004.34 ms
[2021-05-18 19:09:55 main:574] : INFO : Epoch 1604 | loss: 0.0311044 | val_loss: 0.0311451 | Time: 2015.36 ms
[2021-05-18 19:09:57 main:574] : INFO : Epoch 1605 | loss: 0.0311057 | val_loss: 0.0311488 | Time: 2005.35 ms
[2021-05-18 19:09:59 main:574] : INFO : Epoch 1606 | loss: 0.0311046 | val_loss: 0.0311559 | Time: 2013.11 ms
[2021-05-18 19:10:01 main:574] : INFO : Epoch 1607 | loss: 0.0311039 | val_loss: 0.0311479 | Time: 2009.25 ms
[2021-05-18 19:10:03 main:574] : INFO : Epoch 1608 | loss: 0.0311013 | val_loss: 0.0311491 | Time: 2085.93 ms
[2021-05-18 19:10:05 main:574] : INFO : Epoch 1609 | loss: 0.0310999 | val_loss: 0.0311477 | Time: 2093.06 ms
[2021-05-18 19:10:07 main:574] : INFO : Epoch 1610 | loss: 0.0310988 | val_loss: 0.031155 | Time: 2072.28 ms
[2021-05-18 19:10:09 main:574] : INFO : Epoch 1611 | loss: 0.0311098 | val_loss: 0.0311468 | Time: 2038.21 ms
[2021-05-18 19:10:12 main:574] : INFO : Epoch 1612 | loss: 0.0311117 | val_loss: 0.0311457 | Time: 2036.67 ms
[2021-05-18 19:10:14 main:574] : INFO : Epoch 1613 | loss: 0.0311103 | val_loss: 0.0311442 | Time: 2026.86 ms
[2021-05-18 19:10:16 main:574] : INFO : Epoch 1614 | loss: 0.0311072 | val_loss: 0.0311414 | Time: 2033.68 ms
[2021-05-18 19:10:18 main:574] : INFO : Epoch 1615 | loss: 0.0311063 | val_loss: 0.0311444 | Time: 2066.52 ms
[2021-05-18 19:10:20 main:574] : INFO : Epoch 1616 | loss: 0.031105 | val_loss: 0.0311465 | Time: 2299.45 ms
[2021-05-18 19:10:22 main:574] : INFO : Epoch 1617 | loss: 0.0311034 | val_loss: 0.0311457 | Time: 2025.93 ms
[2021-05-18 19:10:24 main:574] : INFO : Epoch 1618 | loss: 0.0311014 | val_loss: 0.0311451 | Time: 2002.86 ms
[2021-05-18 19:10:27 main:574] : INFO : Epoch 1619 | loss: 0.0311001 | val_loss: 0.0311435 | Time: 2033.44 ms
[2021-05-18 19:10:29 main:574] : INFO : Epoch 1620 | loss: 0.0310981 | val_loss: 0.0311454 | Time: 2024.32 ms
[2021-05-18 19:10:31 main:574] : INFO : Epoch 1621 | loss: 0.0310978 | val_loss: 0.0311473 | Time: 2013.57 ms
[2021-05-18 19:10:33 main:574] : INFO : Epoch 1622 | loss: 0.0310967 | val_loss: 0.0311487 | Time: 2004.71 ms
[2021-05-18 19:10:35 main:574] : INFO : Epoch 1623 | loss: 0.0311 | val_loss: 0.0311553 | Time: 1991.93 ms
[2021-05-18 19:10:37 main:574] : INFO : Epoch 1624 | loss: 0.0311003 | val_loss: 0.0311505 | Time: 1995.02 ms
[2021-05-18 19:10:39 main:574] : INFO : Epoch 1625 | loss: 0.0310979 | val_loss: 0.0311451 | Time: 2002.42 ms
[2021-05-18 19:10:41 main:574] : INFO : Epoch 1626 | loss: 0.0310974 | val_loss: 0.0311478 | Time: 2026.62 ms
[2021-05-18 19:10:43 main:574] : INFO : Epoch 1627 | loss: 0.0311022 | val_loss: 0.0311482 | Time: 2014.95 ms
[2021-05-18 19:10:45 main:574] : INFO : Epoch 1628 | loss: 0.0310989 | val_loss: 0.0311471 | Time: 1999.51 ms
[2021-05-18 19:10:47 main:574] : INFO : Epoch 1629 | loss: 0.0310989 | val_loss: 0.0311462 | Time: 2005.91 ms
[2021-05-18 19:10:49 main:574] : INFO : Epoch 1630 | loss: 0.0311014 | val_loss: 0.0311504 | Time: 2021.75 ms
[2021-05-18 19:10:52 main:574] : INFO : Epoch 1631 | loss: 0.0311098 | val_loss: 0.0311402 | Time: 2022.4 ms
[2021-05-18 19:10:54 main:574] : INFO : Epoch 1632 | loss: 0.0311063 | val_loss: 0.0311478 | Time: 2004.69 ms
[2021-05-18 19:10:56 main:574] : INFO : Epoch 1633 | loss: 0.0311026 | val_loss: 0.031148 | Time: 1989.4 ms
[2021-05-18 19:10:58 main:574] : INFO : Epoch 1634 | loss: 0.0311016 | val_loss: 0.031146 | Time: 2030.14 ms
[2021-05-18 19:11:00 main:574] : INFO : Epoch 1635 | loss: 0.0310989 | val_loss: 0.0311477 | Time: 2022.4 ms
[2021-05-18 19:11:02 main:574] : INFO : Epoch 1636 | loss: 0.0310999 | val_loss: 0.0311494 | Time: 2013.34 ms
[2021-05-18 19:11:04 main:574] : INFO : Epoch 1637 | loss: 0.0310977 | val_loss: 0.0311431 | Time: 2019.03 ms
[2021-05-18 19:11:06 main:574] : INFO : Epoch 1638 | loss: 0.0310959 | val_loss: 0.0311489 | Time: 2000.51 ms
[2021-05-18 19:11:08 main:574] : INFO : Epoch 1639 | loss: 0.0310959 | val_loss: 0.031148 | Time: 2001.52 ms
[2021-05-18 19:11:10 main:574] : INFO : Epoch 1640 | loss: 0.0310961 | val_loss: 0.0311435 | Time: 2003.57 ms
[2021-05-18 19:11:12 main:574] : INFO : Epoch 1641 | loss: 0.0310947 | val_loss: 0.0311446 | Time: 2035.91 ms
[2021-05-18 19:11:14 main:574] : INFO : Epoch 1642 | loss: 0.0310983 | val_loss: 0.0311452 | Time: 1986.47 ms
[2021-05-18 19:11:17 main:574] : INFO : Epoch 1643 | loss: 0.0311016 | val_loss: 0.031149 | Time: 2000.54 ms
[2021-05-18 19:11:19 main:574] : INFO : Epoch 1644 | loss: 0.0310982 | val_loss: 0.0311456 | Time: 1996.28 ms
[2021-05-18 19:11:21 main:574] : INFO : Epoch 1645 | loss: 0.0310959 | val_loss: 0.0311482 | Time: 2012.47 ms
[2021-05-18 19:11:23 main:574] : INFO : Epoch 1646 | loss: 0.0310932 | val_loss: 0.0311517 | Time: 2014.79 ms
[2021-05-18 19:11:25 main:574] : INFO : Epoch 1647 | loss: 0.0310949 | val_loss: 0.0311468 | Time: 2011.57 ms
[2021-05-18 19:11:27 main:574] : INFO : Epoch 1648 | loss: 0.0311063 | val_loss: 0.0311484 | Time: 2021.39 ms
[2021-05-18 19:11:29 main:574] : INFO : Epoch 1649 | loss: 0.031101 | val_loss: 0.031145 | Time: 2034.87 ms
[2021-05-18 19:11:31 main:574] : INFO : Epoch 1650 | loss: 0.0311017 | val_loss: 0.0311401 | Time: 2008.93 ms
[2021-05-18 19:11:33 main:574] : INFO : Epoch 1651 | loss: 0.0311071 | val_loss: 0.0311483 | Time: 2016.42 ms
[2021-05-18 19:11:35 main:574] : INFO : Epoch 1652 | loss: 0.0311179 | val_loss: 0.0311453 | Time: 2001.48 ms
[2021-05-18 19:11:37 main:574] : INFO : Epoch 1653 | loss: 0.0311142 | val_loss: 0.0311429 | Time: 2003.74 ms
[2021-05-18 19:11:39 main:574] : INFO : Epoch 1654 | loss: 0.0311093 | val_loss: 0.0311369 | Time: 2014.23 ms
[2021-05-18 19:11:42 main:574] : INFO : Epoch 1655 | loss: 0.0311074 | val_loss: 0.0311371 | Time: 2016.1 ms
[2021-05-18 19:11:44 main:574] : INFO : Epoch 1656 | loss: 0.0311036 | val_loss: 0.0311362 | Time: 2030.93 ms
[2021-05-18 19:11:46 main:574] : INFO : Epoch 1657 | loss: 0.0311018 | val_loss: 0.0311507 | Time: 2024.04 ms
[2021-05-18 19:11:48 main:574] : INFO : Epoch 1658 | loss: 0.0311043 | val_loss: 0.0311519 | Time: 2015.04 ms
[2021-05-18 19:11:50 main:574] : INFO : Epoch 1659 | loss: 0.0311013 | val_loss: 0.0311476 | Time: 2045.22 ms
[2021-05-18 19:11:52 main:574] : INFO : Epoch 1660 | loss: 0.0310984 | val_loss: 0.0311415 | Time: 2017.84 ms
[2021-05-18 19:11:54 main:574] : INFO : Epoch 1661 | loss: 0.0310967 | val_loss: 0.0311393 | Time: 1996.78 ms
[2021-05-18 19:11:56 main:574] : INFO : Epoch 1662 | loss: 0.0310977 | val_loss: 0.0311405 | Time: 2012.89 ms
[2021-05-18 19:11:58 main:574] : INFO : Epoch 1663 | loss: 0.0310944 | val_loss: 0.0311401 | Time: 2025.41 ms
[2021-05-18 19:12:00 main:574] : INFO : Epoch 1664 | loss: 0.0310949 | val_loss: 0.0311472 | Time: 2023.14 ms
[2021-05-18 19:12:03 main:574] : INFO : Epoch 1665 | loss: 0.0310965 | val_loss: 0.0311463 | Time: 2030.87 ms
[2021-05-18 19:12:05 main:574] : INFO : Epoch 1666 | loss: 0.0310995 | val_loss: 0.0311489 | Time: 1999.79 ms
[2021-05-18 19:12:07 main:574] : INFO : Epoch 1667 | loss: 0.0310992 | val_loss: 0.0311462 | Time: 2004.4 ms
[2021-05-18 19:12:09 main:574] : INFO : Epoch 1668 | loss: 0.0310992 | val_loss: 0.031147 | Time: 2000.46 ms
[2021-05-18 19:12:11 main:574] : INFO : Epoch 1669 | loss: 0.0310989 | val_loss: 0.0311497 | Time: 2017.38 ms
[2021-05-18 19:12:13 main:574] : INFO : Epoch 1670 | loss: 0.0311006 | val_loss: 0.0311488 | Time: 1996.67 ms
[2021-05-18 19:12:15 main:574] : INFO : Epoch 1671 | loss: 0.0310989 | val_loss: 0.0311407 | Time: 1988.46 ms
[2021-05-18 19:12:17 main:574] : INFO : Epoch 1672 | loss: 0.0310976 | val_loss: 0.0311457 | Time: 2020.47 ms
[2021-05-18 19:12:19 main:574] : INFO : Epoch 1673 | loss: 0.0310983 | val_loss: 0.0311451 | Time: 2012.15 ms
[2021-05-18 19:12:21 main:574] : INFO : Epoch 1674 | loss: 0.0311048 | val_loss: 0.0311415 | Time: 2007.71 ms
[2021-05-18 19:12:23 main:574] : INFO : Epoch 1675 | loss: 0.0311058 | val_loss: 0.0311367 | Time: 2014.98 ms
[2021-05-18 19:12:25 main:574] : INFO : Epoch 1676 | loss: 0.0311058 | val_loss: 0.031143 | Time: 2009.02 ms
[2021-05-18 19:12:27 main:574] : INFO : Epoch 1677 | loss: 0.0311051 | val_loss: 0.0311485 | Time: 2000.73 ms
[2021-05-18 19:12:30 main:574] : INFO : Epoch 1678 | loss: 0.0311038 | val_loss: 0.0311403 | Time: 2014.79 ms
[2021-05-18 19:12:32 main:574] : INFO : Epoch 1679 | loss: 0.0311007 | val_loss: 0.0311447 | Time: 2010.41 ms
[2021-05-18 19:12:34 main:574] : INFO : Epoch 1680 | loss: 0.0311005 | val_loss: 0.0311374 | Time: 2016.12 ms
[2021-05-18 19:12:36 main:574] : INFO : Epoch 1681 | loss: 0.0311006 | val_loss: 0.0311459 | Time: 2008.73 ms
[2021-05-18 19:12:38 main:574] : INFO : Epoch 1682 | loss: 0.0311093 | val_loss: 0.0311459 | Time: 2011.33 ms
[2021-05-18 19:12:40 main:574] : INFO : Epoch 1683 | loss: 0.0311066 | val_loss: 0.0311417 | Time: 1999.74 ms
[2021-05-18 19:12:42 main:574] : INFO : Epoch 1684 | loss: 0.0311055 | val_loss: 0.0311447 | Time: 2046.71 ms
[2021-05-18 19:12:44 main:574] : INFO : Epoch 1685 | loss: 0.0311034 | val_loss: 0.0311388 | Time: 1993.85 ms
[2021-05-18 19:12:46 main:574] : INFO : Epoch 1686 | loss: 0.0311005 | val_loss: 0.0311415 | Time: 2015.33 ms
[2021-05-18 19:12:48 main:574] : INFO : Epoch 1687 | loss: 0.0310985 | val_loss: 0.0311448 | Time: 2001.41 ms
[2021-05-18 19:12:50 main:574] : INFO : Epoch 1688 | loss: 0.0310966 | val_loss: 0.031143 | Time: 2016 ms
[2021-05-18 19:12:52 main:574] : INFO : Epoch 1689 | loss: 0.0310968 | val_loss: 0.0311438 | Time: 2000.74 ms
[2021-05-18 19:12:55 main:574] : INFO : Epoch 1690 | loss: 0.0310987 | val_loss: 0.0311501 | Time: 1994.32 ms
[2021-05-18 19:12:57 main:574] : INFO : Epoch 1691 | loss: 0.0310989 | val_loss: 0.0311471 | Time: 2041.73 ms
[2021-05-18 19:12:59 main:574] : INFO : Epoch 1692 | loss: 0.0311021 | val_loss: 0.0311443 | Time: 1997.47 ms
[2021-05-18 19:13:01 main:574] : INFO : Epoch 1693 | loss: 0.0311053 | val_loss: 0.0311431 | Time: 2007.58 ms
[2021-05-18 19:13:03 main:574] : INFO : Epoch 1694 | loss: 0.0311016 | val_loss: 0.0311514 | Time: 2092.92 ms
[2021-05-18 19:13:05 main:574] : INFO : Epoch 1695 | loss: 0.0311015 | val_loss: 0.0311389 | Time: 2028.99 ms
[2021-05-18 19:13:07 main:574] : INFO : Epoch 1696 | loss: 0.031099 | val_loss: 0.0311407 | Time: 2005.7 ms
[2021-05-18 19:13:09 main:574] : INFO : Epoch 1697 | loss: 0.0310978 | val_loss: 0.0311481 | Time: 2012.15 ms
[2021-05-18 19:13:11 main:574] : INFO : Epoch 1698 | loss: 0.0310975 | val_loss: 0.0311439 | Time: 1998.19 ms
[2021-05-18 19:13:13 main:574] : INFO : Epoch 1699 | loss: 0.031096 | val_loss: 0.0311471 | Time: 2013.18 ms
[2021-05-18 19:13:15 main:574] : INFO : Epoch 1700 | loss: 0.0310959 | val_loss: 0.0311405 | Time: 1997.5 ms
[2021-05-18 19:13:18 main:574] : INFO : Epoch 1701 | loss: 0.0310968 | val_loss: 0.0311469 | Time: 2015.71 ms
[2021-05-18 19:13:20 main:574] : INFO : Epoch 1702 | loss: 0.0310952 | val_loss: 0.0311496 | Time: 2013.74 ms
[2021-05-18 19:13:22 main:574] : INFO : Epoch 1703 | loss: 0.0310964 | val_loss: 0.0311511 | Time: 2007.95 ms
[2021-05-18 19:13:24 main:574] : INFO : Epoch 1704 | loss: 0.0311015 | val_loss: 0.0311456 | Time: 2044.03 ms
[2021-05-18 19:13:26 main:574] : INFO : Epoch 1705 | loss: 0.0311032 | val_loss: 0.0311403 | Time: 2012.91 ms
[2021-05-18 19:13:28 main:574] : INFO : Epoch 1706 | loss: 0.0310996 | val_loss: 0.0311469 | Time: 2003.05 ms
[2021-05-18 19:13:30 main:574] : INFO : Epoch 1707 | loss: 0.0310999 | val_loss: 0.0311442 | Time: 1998.4 ms
[2021-05-18 19:13:32 main:574] : INFO : Epoch 1708 | loss: 0.0310993 | val_loss: 0.0311447 | Time: 1991.07 ms
[2021-05-18 19:13:34 main:574] : INFO : Epoch 1709 | loss: 0.0310959 | val_loss: 0.0311384 | Time: 2013.03 ms
[2021-05-18 19:13:36 main:574] : INFO : Epoch 1710 | loss: 0.0311037 | val_loss: 0.0311427 | Time: 2020.49 ms
[2021-05-18 19:13:38 main:574] : INFO : Epoch 1711 | loss: 0.0311065 | val_loss: 0.0311409 | Time: 2023.73 ms
[2021-05-18 19:13:40 main:574] : INFO : Epoch 1712 | loss: 0.031106 | val_loss: 0.0311434 | Time: 2019.68 ms
[2021-05-18 19:13:43 main:574] : INFO : Epoch 1713 | loss: 0.0311054 | val_loss: 0.0311398 | Time: 2008.05 ms
[2021-05-18 19:13:45 main:574] : INFO : Epoch 1714 | loss: 0.0311027 | val_loss: 0.0311471 | Time: 2010.12 ms
[2021-05-18 19:13:47 main:574] : INFO : Epoch 1715 | loss: 0.0311027 | val_loss: 0.0311394 | Time: 1998.56 ms
[2021-05-18 19:13:49 main:574] : INFO : Epoch 1716 | loss: 0.0310992 | val_loss: 0.0311433 | Time: 2009.15 ms
[2021-05-18 19:13:51 main:574] : INFO : Epoch 1717 | loss: 0.0310998 | val_loss: 0.0311401 | Time: 1995.81 ms
[2021-05-18 19:13:53 main:574] : INFO : Epoch 1718 | loss: 0.0310984 | val_loss: 0.0311438 | Time: 2019.27 ms
[2021-05-18 19:13:55 main:574] : INFO : Epoch 1719 | loss: 0.0310975 | val_loss: 0.0311364 | Time: 2007.48 ms
[2021-05-18 19:13:57 main:574] : INFO : Epoch 1720 | loss: 0.0310988 | val_loss: 0.0311394 | Time: 2008.52 ms
[2021-05-18 19:13:59 main:574] : INFO : Epoch 1721 | loss: 0.0310977 | val_loss: 0.031142 | Time: 2006.29 ms
[2021-05-18 19:14:01 main:574] : INFO : Epoch 1722 | loss: 0.0310997 | val_loss: 0.0311463 | Time: 2066.76 ms
[2021-05-18 19:14:04 main:574] : INFO : Epoch 1723 | loss: 0.0310982 | val_loss: 0.031143 | Time: 2011.71 ms
[2021-05-18 19:14:06 main:574] : INFO : Epoch 1724 | loss: 0.0310942 | val_loss: 0.0311401 | Time: 2013.12 ms
[2021-05-18 19:14:08 main:574] : INFO : Epoch 1725 | loss: 0.0310941 | val_loss: 0.0311388 | Time: 2002.81 ms
[2021-05-18 19:14:10 main:574] : INFO : Epoch 1726 | loss: 0.0310929 | val_loss: 0.031142 | Time: 2005.92 ms
[2021-05-18 19:14:12 main:574] : INFO : Epoch 1727 | loss: 0.0310918 | val_loss: 0.0311392 | Time: 2008.23 ms
[2021-05-18 19:14:14 main:574] : INFO : Epoch 1728 | loss: 0.0310916 | val_loss: 0.0311371 | Time: 2015.69 ms
[2021-05-18 19:14:16 main:574] : INFO : Epoch 1729 | loss: 0.0310919 | val_loss: 0.0311415 | Time: 2019.51 ms
[2021-05-18 19:14:18 main:574] : INFO : Epoch 1730 | loss: 0.0310922 | val_loss: 0.0311497 | Time: 2010.23 ms
[2021-05-18 19:14:20 main:574] : INFO : Epoch 1731 | loss: 0.031092 | val_loss: 0.0311409 | Time: 1997.23 ms
[2021-05-18 19:14:22 main:574] : INFO : Epoch 1732 | loss: 0.0310909 | val_loss: 0.031145 | Time: 2011.91 ms
[2021-05-18 19:14:24 main:574] : INFO : Epoch 1733 | loss: 0.0310946 | val_loss: 0.0311438 | Time: 2003.63 ms
[2021-05-18 19:14:27 main:574] : INFO : Epoch 1734 | loss: 0.0310925 | val_loss: 0.0311463 | Time: 2004.53 ms
[2021-05-18 19:14:29 main:574] : INFO : Epoch 1735 | loss: 0.0310896 | val_loss: 0.0311419 | Time: 2018.5 ms
[2021-05-18 19:14:31 main:574] : INFO : Epoch 1736 | loss: 0.0310893 | val_loss: 0.0311428 | Time: 2019.05 ms
[2021-05-18 19:14:33 main:574] : INFO : Epoch 1737 | loss: 0.0310884 | val_loss: 0.0311463 | Time: 2007.59 ms
[2021-05-18 19:14:35 main:574] : INFO : Epoch 1738 | loss: 0.0310911 | val_loss: 0.0311478 | Time: 2011.46 ms
[2021-05-18 19:14:37 main:574] : INFO : Epoch 1739 | loss: 0.0310934 | val_loss: 0.031145 | Time: 2007.7 ms
[2021-05-18 19:14:39 main:574] : INFO : Epoch 1740 | loss: 0.0310908 | val_loss: 0.0311418 | Time: 1995.83 ms
[2021-05-18 19:14:41 main:574] : INFO : Epoch 1741 | loss: 0.0310909 | val_loss: 0.0311482 | Time: 2001 ms
[2021-05-18 19:14:43 main:574] : INFO : Epoch 1742 | loss: 0.0310939 | val_loss: 0.0311463 | Time: 2004.38 ms
[2021-05-18 19:14:45 main:574] : INFO : Epoch 1743 | loss: 0.0310966 | val_loss: 0.0311328 | Time: 2016.64 ms
[2021-05-18 19:14:47 main:574] : INFO : Epoch 1744 | loss: 0.0310951 | val_loss: 0.0311398 | Time: 2015.63 ms
[2021-05-18 19:14:49 main:574] : INFO : Epoch 1745 | loss: 0.0311027 | val_loss: 0.0311384 | Time: 2050.77 ms
[2021-05-18 19:14:52 main:574] : INFO : Epoch 1746 | loss: 0.031102 | val_loss: 0.0311391 | Time: 2055.68 ms
[2021-05-18 19:14:54 main:574] : INFO : Epoch 1747 | loss: 0.0311013 | val_loss: 0.0311383 | Time: 2005.81 ms
[2021-05-18 19:14:56 main:574] : INFO : Epoch 1748 | loss: 0.0310969 | val_loss: 0.0311343 | Time: 2009.17 ms
[2021-05-18 19:14:58 main:574] : INFO : Epoch 1749 | loss: 0.0310943 | val_loss: 0.0311417 | Time: 2052.34 ms
[2021-05-18 19:15:00 main:574] : INFO : Epoch 1750 | loss: 0.0310947 | val_loss: 0.0311352 | Time: 2008.11 ms
[2021-05-18 19:15:02 main:574] : INFO : Epoch 1751 | loss: 0.0310937 | val_loss: 0.0311409 | Time: 2016.18 ms
[2021-05-18 19:15:04 main:574] : INFO : Epoch 1752 | loss: 0.0310934 | val_loss: 0.0311421 | Time: 2030.28 ms
[2021-05-18 19:15:06 main:574] : INFO : Epoch 1753 | loss: 0.0310939 | val_loss: 0.0311457 | Time: 1996.51 ms
[2021-05-18 19:15:08 main:574] : INFO : Epoch 1754 | loss: 0.0310921 | val_loss: 0.031144 | Time: 2012.26 ms
[2021-05-18 19:15:10 main:574] : INFO : Epoch 1755 | loss: 0.0310916 | val_loss: 0.0311426 | Time: 1990.83 ms
[2021-05-18 19:15:12 main:574] : INFO : Epoch 1756 | loss: 0.0310916 | val_loss: 0.0311433 | Time: 2025.01 ms
[2021-05-18 19:15:15 main:574] : INFO : Epoch 1757 | loss: 0.0310916 | val_loss: 0.0311471 | Time: 2011.6 ms
[2021-05-18 19:15:17 main:574] : INFO : Epoch 1758 | loss: 0.031092 | val_loss: 0.0311397 | Time: 2018.34 ms
[2021-05-18 19:15:19 main:574] : INFO : Epoch 1759 | loss: 0.0310962 | val_loss: 0.0311409 | Time: 2018.83 ms
[2021-05-18 19:15:21 main:574] : INFO : Epoch 1760 | loss: 0.0310981 | val_loss: 0.03115 | Time: 2013.87 ms
[2021-05-18 19:15:23 main:574] : INFO : Epoch 1761 | loss: 0.0310921 | val_loss: 0.0311408 | Time: 2043.68 ms
[2021-05-18 19:15:25 main:574] : INFO : Epoch 1762 | loss: 0.0310916 | val_loss: 0.0311405 | Time: 2021.34 ms
[2021-05-18 19:15:27 main:574] : INFO : Epoch 1763 | loss: 0.0310985 | val_loss: 0.0311378 | Time: 2030.66 ms
[2021-05-18 19:15:29 main:574] : INFO : Epoch 1764 | loss: 0.0311086 | val_loss: 0.0311435 | Time: 2019.47 ms
[2021-05-18 19:15:31 main:574] : INFO : Epoch 1765 | loss: 0.0311074 | val_loss: 0.0311428 | Time: 2007.03 ms
[2021-05-18 19:15:34 main:574] : INFO : Epoch 1766 | loss: 0.0311094 | val_loss: 0.0311415 | Time: 2010.08 ms
[2021-05-18 19:15:36 main:574] : INFO : Epoch 1767 | loss: 0.0311047 | val_loss: 0.0311491 | Time: 2014.82 ms
[2021-05-18 19:15:38 main:574] : INFO : Epoch 1768 | loss: 0.0311035 | val_loss: 0.0311437 | Time: 1999.25 ms
[2021-05-18 19:15:40 main:574] : INFO : Epoch 1769 | loss: 0.0311015 | val_loss: 0.0311407 | Time: 2019.2 ms
[2021-05-18 19:15:42 main:574] : INFO : Epoch 1770 | loss: 0.0310993 | val_loss: 0.0311396 | Time: 2022.08 ms
[2021-05-18 19:15:44 main:574] : INFO : Epoch 1771 | loss: 0.0311 | val_loss: 0.0311372 | Time: 2021.89 ms
[2021-05-18 19:15:46 main:574] : INFO : Epoch 1772 | loss: 0.0310987 | val_loss: 0.0311427 | Time: 1998.19 ms
[2021-05-18 19:15:48 main:574] : INFO : Epoch 1773 | loss: 0.0311024 | val_loss: 0.0311399 | Time: 2010.62 ms
[2021-05-18 19:15:50 main:574] : INFO : Epoch 1774 | loss: 0.0311128 | val_loss: 0.0311478 | Time: 2013.93 ms
[2021-05-18 19:15:52 main:574] : INFO : Epoch 1775 | loss: 0.0311198 | val_loss: 0.0311486 | Time: 1989.73 ms
[2021-05-18 19:15:54 main:574] : INFO : Epoch 1776 | loss: 0.0311181 | val_loss: 0.0311429 | Time: 2008.37 ms
[2021-05-18 19:15:56 main:574] : INFO : Epoch 1777 | loss: 0.0311151 | val_loss: 0.0311431 | Time: 2005.55 ms
[2021-05-18 19:15:59 main:574] : INFO : Epoch 1778 | loss: 0.0311152 | val_loss: 0.031144 | Time: 2021.03 ms
[2021-05-18 19:16:01 main:574] : INFO : Epoch 1779 | loss: 0.0311141 | val_loss: 0.0311393 | Time: 2023.06 ms
[2021-05-18 19:16:03 main:574] : INFO : Epoch 1780 | loss: 0.0311144 | val_loss: 0.0311383 | Time: 1997.77 ms
[2021-05-18 19:16:05 main:574] : INFO : Epoch 1781 | loss: 0.0311153 | val_loss: 0.0311403 | Time: 2012.09 ms
[2021-05-18 19:16:07 main:574] : INFO : Epoch 1782 | loss: 0.0311139 | val_loss: 0.0311399 | Time: 2016 ms
[2021-05-18 19:16:09 main:574] : INFO : Epoch 1783 | loss: 0.031113 | val_loss: 0.0311421 | Time: 2015.65 ms
[2021-05-18 19:16:11 main:574] : INFO : Epoch 1784 | loss: 0.0311107 | val_loss: 0.0311415 | Time: 2000.99 ms
[2021-05-18 19:16:13 main:574] : INFO : Epoch 1785 | loss: 0.0311117 | val_loss: 0.031138 | Time: 2010.55 ms
[2021-05-18 19:16:15 main:574] : INFO : Epoch 1786 | loss: 0.031112 | val_loss: 0.0311449 | Time: 2007.89 ms
[2021-05-18 19:16:17 main:574] : INFO : Epoch 1787 | loss: 0.0311169 | val_loss: 0.0311429 | Time: 2029.01 ms
[2021-05-18 19:16:19 main:574] : INFO : Epoch 1788 | loss: 0.0311161 | val_loss: 0.0311383 | Time: 1998.06 ms
[2021-05-18 19:16:21 main:574] : INFO : Epoch 1789 | loss: 0.0311143 | val_loss: 0.0311426 | Time: 1991.85 ms
[2021-05-18 19:16:24 main:574] : INFO : Epoch 1790 | loss: 0.0311226 | val_loss: 0.0311478 | Time: 2005.7 ms
[2021-05-18 19:16:26 main:574] : INFO : Epoch 1791 | loss: 0.0311299 | val_loss: 0.0311489 | Time: 2008.2 ms
[2021-05-18 19:16:28 main:574] : INFO : Epoch 1792 | loss: 0.0311256 | val_loss: 0.031156 | Time: 1995.44 ms
[2021-05-18 19:16:30 main:574] : INFO : Epoch 1793 | loss: 0.0311272 | val_loss: 0.031143 | Time: 1998.92 ms
[2021-05-18 19:16:32 main:574] : INFO : Epoch 1794 | loss: 0.031122 | val_loss: 0.0311431 | Time: 1993.25 ms
[2021-05-18 19:16:34 main:574] : INFO : Epoch 1795 | loss: 0.0311189 | val_loss: 0.0311437 | Time: 1997.34 ms
[2021-05-18 19:16:36 main:574] : INFO : Epoch 1796 | loss: 0.0311206 | val_loss: 0.0311479 | Time: 2005.91 ms
[2021-05-18 19:16:38 main:574] : INFO : Epoch 1797 | loss: 0.0311187 | val_loss: 0.0311411 | Time: 2004.29 ms
[2021-05-18 19:16:40 main:574] : INFO : Epoch 1798 | loss: 0.0311237 | val_loss: 0.0311494 | Time: 2008.26 ms
[2021-05-18 19:16:42 main:574] : INFO : Epoch 1799 | loss: 0.0311266 | val_loss: 0.0311494 | Time: 2016.17 ms
[2021-05-18 19:16:44 main:574] : INFO : Epoch 1800 | loss: 0.0311252 | val_loss: 0.0311427 | Time: 2020.36 ms
[2021-05-18 19:16:46 main:574] : INFO : Epoch 1801 | loss: 0.031124 | val_loss: 0.0311417 | Time: 2013.69 ms
[2021-05-18 19:16:48 main:574] : INFO : Epoch 1802 | loss: 0.0311213 | val_loss: 0.0311371 | Time: 2015.99 ms
[2021-05-18 19:16:51 main:574] : INFO : Epoch 1803 | loss: 0.0311222 | val_loss: 0.0311407 | Time: 2013.91 ms
[2021-05-18 19:16:53 main:574] : INFO : Epoch 1804 | loss: 0.031124 | val_loss: 0.0311371 | Time: 2017.17 ms
[2021-05-18 19:16:55 main:574] : INFO : Epoch 1805 | loss: 0.0311206 | val_loss: 0.0311428 | Time: 2010.42 ms
[2021-05-18 19:16:57 main:574] : INFO : Epoch 1806 | loss: 0.0311251 | val_loss: 0.0311416 | Time: 2007.39 ms
[2021-05-18 19:16:59 main:574] : INFO : Epoch 1807 | loss: 0.0311246 | val_loss: 0.0311404 | Time: 2021.71 ms
[2021-05-18 19:17:01 main:574] : INFO : Epoch 1808 | loss: 0.0311247 | val_loss: 0.0311452 | Time: 1995.41 ms
[2021-05-18 19:17:03 main:574] : INFO : Epoch 1809 | loss: 0.031123 | val_loss: 0.0311469 | Time: 2024.36 ms
[2021-05-18 19:17:05 main:574] : INFO : Epoch 1810 | loss: 0.0311197 | val_loss: 0.0311417 | Time: 2031.81 ms
[2021-05-18 19:17:07 main:574] : INFO : Epoch 1811 | loss: 0.03112 | val_loss: 0.0311441 | Time: 2025.4 ms
[2021-05-18 19:17:09 main:574] : INFO : Epoch 1812 | loss: 0.0311164 | val_loss: 0.0311452 | Time: 1998.55 ms
[2021-05-18 19:17:11 main:574] : INFO : Epoch 1813 | loss: 0.0311147 | val_loss: 0.031146 | Time: 2011.55 ms
[2021-05-18 19:17:14 main:574] : INFO : Epoch 1814 | loss: 0.0311155 | val_loss: 0.0311452 | Time: 2040.34 ms
[2021-05-18 19:17:16 main:574] : INFO : Epoch 1815 | loss: 0.031114 | val_loss: 0.031146 | Time: 2032.05 ms
[2021-05-18 19:17:18 main:574] : INFO : Epoch 1816 | loss: 0.0311143 | val_loss: 0.0311578 | Time: 2019.01 ms
[2021-05-18 19:17:20 main:574] : INFO : Epoch 1817 | loss: 0.031113 | val_loss: 0.0311483 | Time: 2017.67 ms
[2021-05-18 19:17:22 main:574] : INFO : Epoch 1818 | loss: 0.031112 | val_loss: 0.0311486 | Time: 2036.75 ms
[2021-05-18 19:17:24 main:574] : INFO : Epoch 1819 | loss: 0.0311125 | val_loss: 0.0311518 | Time: 2028.61 ms
[2021-05-18 19:17:26 main:574] : INFO : Epoch 1820 | loss: 0.0311131 | val_loss: 0.0311543 | Time: 2006.49 ms
[2021-05-18 19:17:28 main:574] : INFO : Epoch 1821 | loss: 0.0311101 | val_loss: 0.0311515 | Time: 1998.37 ms
[2021-05-18 19:17:30 main:574] : INFO : Epoch 1822 | loss: 0.031114 | val_loss: 0.0311503 | Time: 1997.48 ms
[2021-05-18 19:17:32 main:574] : INFO : Epoch 1823 | loss: 0.031119 | val_loss: 0.0311495 | Time: 2015.02 ms
[2021-05-18 19:17:34 main:574] : INFO : Epoch 1824 | loss: 0.0311268 | val_loss: 0.0311508 | Time: 2015.07 ms
[2021-05-18 19:17:37 main:574] : INFO : Epoch 1825 | loss: 0.0311282 | val_loss: 0.0311582 | Time: 2021.45 ms
[2021-05-18 19:17:39 main:574] : INFO : Epoch 1826 | loss: 0.0311242 | val_loss: 0.0311525 | Time: 2008.18 ms
[2021-05-18 19:17:41 main:574] : INFO : Epoch 1827 | loss: 0.03112 | val_loss: 0.0311499 | Time: 1997.56 ms
[2021-05-18 19:17:43 main:574] : INFO : Epoch 1828 | loss: 0.0311194 | val_loss: 0.031155 | Time: 2031.91 ms
[2021-05-18 19:17:45 main:574] : INFO : Epoch 1829 | loss: 0.0311169 | val_loss: 0.0311566 | Time: 2023.6 ms
[2021-05-18 19:17:47 main:574] : INFO : Epoch 1830 | loss: 0.0311172 | val_loss: 0.0311536 | Time: 1989.07 ms
[2021-05-18 19:17:49 main:574] : INFO : Epoch 1831 | loss: 0.0311163 | val_loss: 0.0311529 | Time: 2001.59 ms
[2021-05-18 19:17:51 main:574] : INFO : Epoch 1832 | loss: 0.0311181 | val_loss: 0.0311536 | Time: 2031.01 ms
[2021-05-18 19:17:53 main:574] : INFO : Epoch 1833 | loss: 0.0311175 | val_loss: 0.031158 | Time: 2026.5 ms
[2021-05-18 19:17:55 main:574] : INFO : Epoch 1834 | loss: 0.031123 | val_loss: 0.0311494 | Time: 2113.46 ms
[2021-05-18 19:17:58 main:574] : INFO : Epoch 1835 | loss: 0.0311181 | val_loss: 0.0311506 | Time: 2038.57 ms
[2021-05-18 19:18:00 main:574] : INFO : Epoch 1836 | loss: 0.0311168 | val_loss: 0.0311509 | Time: 2027.69 ms
[2021-05-18 19:18:02 main:574] : INFO : Epoch 1837 | loss: 0.0311172 | val_loss: 0.0311526 | Time: 2008.73 ms
[2021-05-18 19:18:04 main:574] : INFO : Epoch 1838 | loss: 0.0311152 | val_loss: 0.0311525 | Time: 2009.42 ms
[2021-05-18 19:18:06 main:574] : INFO : Epoch 1839 | loss: 0.0311128 | val_loss: 0.0311493 | Time: 2009.17 ms
[2021-05-18 19:18:08 main:574] : INFO : Epoch 1840 | loss: 0.0311112 | val_loss: 0.0311478 | Time: 1995.32 ms
[2021-05-18 19:18:10 main:574] : INFO : Epoch 1841 | loss: 0.0311144 | val_loss: 0.0311468 | Time: 2016.67 ms
[2021-05-18 19:18:12 main:574] : INFO : Epoch 1842 | loss: 0.0311171 | val_loss: 0.0311488 | Time: 1995.9 ms
[2021-05-18 19:18:14 main:574] : INFO : Epoch 1843 | loss: 0.0311156 | val_loss: 0.0311494 | Time: 2020.42 ms
[2021-05-18 19:18:16 main:574] : INFO : Epoch 1844 | loss: 0.0311132 | val_loss: 0.0311475 | Time: 1992 ms
[2021-05-18 19:18:18 main:574] : INFO : Epoch 1845 | loss: 0.0311133 | val_loss: 0.0311475 | Time: 1998.39 ms
[2021-05-18 19:18:20 main:574] : INFO : Epoch 1846 | loss: 0.0311179 | val_loss: 0.0311496 | Time: 2006.76 ms
[2021-05-18 19:18:23 main:574] : INFO : Epoch 1847 | loss: 0.0311247 | val_loss: 0.0311621 | Time: 2016.34 ms
[2021-05-18 19:18:25 main:574] : INFO : Epoch 1848 | loss: 0.0311244 | val_loss: 0.0311499 | Time: 1991.59 ms
[2021-05-18 19:18:27 main:574] : INFO : Epoch 1849 | loss: 0.031118 | val_loss: 0.0311512 | Time: 1995.33 ms
[2021-05-18 19:18:29 main:574] : INFO : Epoch 1850 | loss: 0.0311163 | val_loss: 0.031147 | Time: 2008.6 ms
[2021-05-18 19:18:31 main:574] : INFO : Epoch 1851 | loss: 0.0311153 | val_loss: 0.0311476 | Time: 2003.92 ms
[2021-05-18 19:18:33 main:574] : INFO : Epoch 1852 | loss: 0.0311128 | val_loss: 0.0311526 | Time: 2017.97 ms
[2021-05-18 19:18:35 main:574] : INFO : Epoch 1853 | loss: 0.0311175 | val_loss: 0.0311511 | Time: 2026.2 ms
[2021-05-18 19:18:37 main:574] : INFO : Epoch 1854 | loss: 0.0311177 | val_loss: 0.0311494 | Time: 2000.93 ms
[2021-05-18 19:18:39 main:574] : INFO : Epoch 1855 | loss: 0.0311221 | val_loss: 0.0311481 | Time: 2031.02 ms
[2021-05-18 19:18:41 main:574] : INFO : Epoch 1856 | loss: 0.0311353 | val_loss: 0.0311505 | Time: 2014.2 ms
[2021-05-18 19:18:43 main:574] : INFO : Epoch 1857 | loss: 0.0311335 | val_loss: 0.0311481 | Time: 2022.7 ms
[2021-05-18 19:18:45 main:574] : INFO : Epoch 1858 | loss: 0.0311295 | val_loss: 0.031152 | Time: 2011.94 ms
[2021-05-18 19:18:48 main:574] : INFO : Epoch 1859 | loss: 0.0311316 | val_loss: 0.0311515 | Time: 2017.4 ms
[2021-05-18 19:18:50 main:574] : INFO : Epoch 1860 | loss: 0.0311297 | val_loss: 0.0311437 | Time: 2018.36 ms
[2021-05-18 19:18:52 main:574] : INFO : Epoch 1861 | loss: 0.031128 | val_loss: 0.0311457 | Time: 2014.99 ms
[2021-05-18 19:18:54 main:574] : INFO : Epoch 1862 | loss: 0.0311258 | val_loss: 0.0311428 | Time: 2015.6 ms
[2021-05-18 19:18:56 main:574] : INFO : Epoch 1863 | loss: 0.0311236 | val_loss: 0.0311435 | Time: 2014.42 ms
[2021-05-18 19:18:58 main:574] : INFO : Epoch 1864 | loss: 0.0311226 | val_loss: 0.0311431 | Time: 2020.34 ms
[2021-05-18 19:19:00 main:574] : INFO : Epoch 1865 | loss: 0.0311215 | val_loss: 0.0311444 | Time: 2029.94 ms
[2021-05-18 19:19:02 main:574] : INFO : Epoch 1866 | loss: 0.0311207 | val_loss: 0.031145 | Time: 1996.79 ms
[2021-05-18 19:19:04 main:574] : INFO : Epoch 1867 | loss: 0.031121 | val_loss: 0.0311467 | Time: 2007.36 ms
[2021-05-18 19:19:06 main:574] : INFO : Epoch 1868 | loss: 0.0311202 | val_loss: 0.0311538 | Time: 1991.4 ms
[2021-05-18 19:19:08 main:574] : INFO : Epoch 1869 | loss: 0.0311213 | val_loss: 0.0311475 | Time: 2005.3 ms
[2021-05-18 19:19:11 main:574] : INFO : Epoch 1870 | loss: 0.0311178 | val_loss: 0.031149 | Time: 2010.69 ms
[2021-05-18 19:19:13 main:574] : INFO : Epoch 1871 | loss: 0.0311179 | val_loss: 0.0311486 | Time: 2008.69 ms
[2021-05-18 19:19:15 main:574] : INFO : Epoch 1872 | loss: 0.0311154 | val_loss: 0.0311491 | Time: 2009.23 ms
[2021-05-18 19:19:17 main:574] : INFO : Epoch 1873 | loss: 0.0311142 | val_loss: 0.031151 | Time: 2013.59 ms
[2021-05-18 19:19:19 main:574] : INFO : Epoch 1874 | loss: 0.031115 | val_loss: 0.0311496 | Time: 2005.67 ms
[2021-05-18 19:19:21 main:574] : INFO : Epoch 1875 | loss: 0.0311148 | val_loss: 0.0311495 | Time: 2550.46 ms
[2021-05-18 19:19:26 main:574] : INFO : Epoch 1876 | loss: 0.0311155 | val_loss: 0.0311482 | Time: 3938.5 ms
[2021-05-18 19:19:30 main:574] : INFO : Epoch 1877 | loss: 0.0311184 | val_loss: 0.0311503 | Time: 3949.52 ms
[2021-05-18 19:19:34 main:574] : INFO : Epoch 1878 | loss: 0.0311155 | val_loss: 0.0311504 | Time: 4146.4 ms
[2021-05-18 19:19:37 main:574] : INFO : Epoch 1879 | loss: 0.0311159 | val_loss: 0.0311542 | Time: 2873.99 ms
[2021-05-18 19:19:40 main:574] : INFO : Epoch 1880 | loss: 0.0311218 | val_loss: 0.0311535 | Time: 2965.52 ms
[2021-05-18 19:19:43 main:574] : INFO : Epoch 1881 | loss: 0.0311284 | val_loss: 0.031152 | Time: 3048.85 ms
[2021-05-18 19:19:46 main:574] : INFO : Epoch 1882 | loss: 0.0311255 | val_loss: 0.0311531 | Time: 2985.65 ms
[2021-05-18 19:19:49 main:574] : INFO : Epoch 1883 | loss: 0.0311226 | val_loss: 0.031151 | Time: 2798.44 ms
[2021-05-18 19:19:51 main:574] : INFO : Epoch 1884 | loss: 0.0311199 | val_loss: 0.0311502 | Time: 2368.86 ms
[2021-05-18 19:19:53 main:574] : INFO : Epoch 1885 | loss: 0.0311191 | val_loss: 0.0311527 | Time: 2114.77 ms
[2021-05-18 19:19:56 main:574] : INFO : Epoch 1886 | loss: 0.0311182 | val_loss: 0.0311488 | Time: 2075.56 ms
[2021-05-18 19:19:58 main:574] : INFO : Epoch 1887 | loss: 0.0311172 | val_loss: 0.0311492 | Time: 2059.9 ms
[2021-05-18 19:20:00 main:574] : INFO : Epoch 1888 | loss: 0.0311155 | val_loss: 0.0311498 | Time: 2039.57 ms
[2021-05-18 19:20:02 main:574] : INFO : Epoch 1889 | loss: 0.0311139 | val_loss: 0.0311481 | Time: 2018.81 ms
[2021-05-18 19:20:04 main:574] : INFO : Epoch 1890 | loss: 0.0311142 | val_loss: 0.0311498 | Time: 2021.39 ms
[2021-05-18 19:20:06 main:574] : INFO : Epoch 1891 | loss: 0.0311146 | val_loss: 0.0311477 | Time: 1998.45 ms
[2021-05-18 19:20:08 main:574] : INFO : Epoch 1892 | loss: 0.0311161 | val_loss: 0.031152 | Time: 2003.06 ms
[2021-05-18 19:20:10 main:574] : INFO : Epoch 1893 | loss: 0.0311157 | val_loss: 0.031148 | Time: 2028.83 ms
[2021-05-18 19:20:12 main:574] : INFO : Epoch 1894 | loss: 0.0311169 | val_loss: 0.0311524 | Time: 2025.72 ms
[2021-05-18 19:20:15 main:574] : INFO : Epoch 1895 | loss: 0.0311159 | val_loss: 0.0311508 | Time: 2001.36 ms
[2021-05-18 19:20:17 main:574] : INFO : Epoch 1896 | loss: 0.0311155 | val_loss: 0.0311544 | Time: 2032.31 ms
[2021-05-18 19:20:19 main:574] : INFO : Epoch 1897 | loss: 0.0311163 | val_loss: 0.031155 | Time: 2018.79 ms
[2021-05-18 19:20:21 main:574] : INFO : Epoch 1898 | loss: 0.0311149 | val_loss: 0.0311549 | Time: 2001.69 ms
[2021-05-18 19:20:23 main:574] : INFO : Epoch 1899 | loss: 0.0311146 | val_loss: 0.0311604 | Time: 2023.88 ms
[2021-05-18 19:20:25 main:574] : INFO : Epoch 1900 | loss: 0.0311149 | val_loss: 0.0311498 | Time: 1997.56 ms
[2021-05-18 19:20:27 main:574] : INFO : Epoch 1901 | loss: 0.0311135 | val_loss: 0.0311544 | Time: 1994.11 ms
[2021-05-18 19:20:29 main:574] : INFO : Epoch 1902 | loss: 0.0311132 | val_loss: 0.0311521 | Time: 2013.3 ms
[2021-05-18 19:20:31 main:574] : INFO : Epoch 1903 | loss: 0.031115 | val_loss: 0.0311546 | Time: 2008.62 ms
[2021-05-18 19:20:33 main:574] : INFO : Epoch 1904 | loss: 0.0311138 | val_loss: 0.0311512 | Time: 2008.43 ms
[2021-05-18 19:20:35 main:574] : INFO : Epoch 1905 | loss: 0.0311126 | val_loss: 0.0311523 | Time: 2005.87 ms
[2021-05-18 19:20:37 main:574] : INFO : Epoch 1906 | loss: 0.0311125 | val_loss: 0.0311538 | Time: 2012.53 ms
[2021-05-18 19:20:39 main:574] : INFO : Epoch 1907 | loss: 0.0311109 | val_loss: 0.031154 | Time: 1994.96 ms
[2021-05-18 19:20:42 main:574] : INFO : Epoch 1908 | loss: 0.0311137 | val_loss: 0.0311567 | Time: 2026.75 ms
[2021-05-18 19:20:44 main:574] : INFO : Epoch 1909 | loss: 0.0311105 | val_loss: 0.031152 | Time: 1990.99 ms
[2021-05-18 19:20:46 main:574] : INFO : Epoch 1910 | loss: 0.0311077 | val_loss: 0.0311536 | Time: 2020.07 ms
[2021-05-18 19:20:48 main:574] : INFO : Epoch 1911 | loss: 0.0311069 | val_loss: 0.03115 | Time: 2000.36 ms
[2021-05-18 19:20:50 main:574] : INFO : Epoch 1912 | loss: 0.0311111 | val_loss: 0.0311529 | Time: 2017.45 ms
[2021-05-18 19:20:52 main:574] : INFO : Epoch 1913 | loss: 0.0311095 | val_loss: 0.0311516 | Time: 1999.72 ms
[2021-05-18 19:20:54 main:574] : INFO : Epoch 1914 | loss: 0.0311066 | val_loss: 0.0311569 | Time: 2017.74 ms
[2021-05-18 19:20:56 main:574] : INFO : Epoch 1915 | loss: 0.0311056 | val_loss: 0.0311546 | Time: 2027.18 ms
[2021-05-18 19:20:58 main:574] : INFO : Epoch 1916 | loss: 0.0311046 | val_loss: 0.0311537 | Time: 2004.18 ms
[2021-05-18 19:21:00 main:574] : INFO : Epoch 1917 | loss: 0.0311039 | val_loss: 0.0311527 | Time: 2018.83 ms
[2021-05-18 19:21:02 main:574] : INFO : Epoch 1918 | loss: 0.0311042 | val_loss: 0.0311517 | Time: 2003.94 ms
[2021-05-18 19:21:04 main:574] : INFO : Epoch 1919 | loss: 0.0311039 | val_loss: 0.0311525 | Time: 1996.01 ms
[2021-05-18 19:21:07 main:574] : INFO : Epoch 1920 | loss: 0.0311054 | val_loss: 0.0311534 | Time: 2024.86 ms
[2021-05-18 19:21:09 main:574] : INFO : Epoch 1921 | loss: 0.0311027 | val_loss: 0.0311562 | Time: 2017.09 ms
[2021-05-18 19:21:11 main:574] : INFO : Epoch 1922 | loss: 0.031105 | val_loss: 0.0311497 | Time: 1994.9 ms
[2021-05-18 19:21:13 main:574] : INFO : Epoch 1923 | loss: 0.0311032 | val_loss: 0.0311532 | Time: 2011.11 ms
[2021-05-18 19:21:15 main:574] : INFO : Epoch 1924 | loss: 0.0311032 | val_loss: 0.0311519 | Time: 2005.26 ms
[2021-05-18 19:21:17 main:574] : INFO : Epoch 1925 | loss: 0.0311017 | val_loss: 0.0311549 | Time: 2009.7 ms
[2021-05-18 19:21:19 main:574] : INFO : Epoch 1926 | loss: 0.0311041 | val_loss: 0.0311589 | Time: 2019.39 ms
[2021-05-18 19:21:21 main:574] : INFO : Epoch 1927 | loss: 0.0311067 | val_loss: 0.0311555 | Time: 2005.72 ms
[2021-05-18 19:21:23 main:574] : INFO : Epoch 1928 | loss: 0.0311115 | val_loss: 0.031159 | Time: 1997.86 ms
[2021-05-18 19:21:25 main:574] : INFO : Epoch 1929 | loss: 0.0311178 | val_loss: 0.0311534 | Time: 2007.45 ms
[2021-05-18 19:21:27 main:574] : INFO : Epoch 1930 | loss: 0.0311106 | val_loss: 0.0311547 | Time: 2005.74 ms
[2021-05-18 19:21:29 main:574] : INFO : Epoch 1931 | loss: 0.0311116 | val_loss: 0.0311497 | Time: 2020.45 ms
[2021-05-18 19:21:32 main:574] : INFO : Epoch 1932 | loss: 0.0311151 | val_loss: 0.0311549 | Time: 2034.32 ms
[2021-05-18 19:21:34 main:574] : INFO : Epoch 1933 | loss: 0.0311121 | val_loss: 0.0311536 | Time: 2000.93 ms
[2021-05-18 19:21:36 main:574] : INFO : Epoch 1934 | loss: 0.031111 | val_loss: 0.0311558 | Time: 2017.06 ms
[2021-05-18 19:21:38 main:574] : INFO : Epoch 1935 | loss: 0.0311097 | val_loss: 0.0311543 | Time: 2009.97 ms
[2021-05-18 19:21:40 main:574] : INFO : Epoch 1936 | loss: 0.0311078 | val_loss: 0.0311587 | Time: 2008.49 ms
[2021-05-18 19:21:42 main:574] : INFO : Epoch 1937 | loss: 0.0311086 | val_loss: 0.0311608 | Time: 2002.62 ms
[2021-05-18 19:21:44 main:574] : INFO : Epoch 1938 | loss: 0.0311096 | val_loss: 0.0311492 | Time: 1992.9 ms
[2021-05-18 19:21:46 main:574] : INFO : Epoch 1939 | loss: 0.0311085 | val_loss: 0.0311502 | Time: 2006.36 ms
[2021-05-18 19:21:48 main:574] : INFO : Epoch 1940 | loss: 0.0311058 | val_loss: 0.0311555 | Time: 2039.07 ms
[2021-05-18 19:21:50 main:574] : INFO : Epoch 1941 | loss: 0.0311064 | val_loss: 0.0311497 | Time: 2033.34 ms
[2021-05-18 19:21:52 main:574] : INFO : Epoch 1942 | loss: 0.0311057 | val_loss: 0.0311506 | Time: 2012.21 ms
[2021-05-18 19:21:54 main:574] : INFO : Epoch 1943 | loss: 0.0311052 | val_loss: 0.0311587 | Time: 2013.89 ms
[2021-05-18 19:21:57 main:574] : INFO : Epoch 1944 | loss: 0.0311032 | val_loss: 0.0311585 | Time: 2010.29 ms
[2021-05-18 19:21:59 main:574] : INFO : Epoch 1945 | loss: 0.0311034 | val_loss: 0.0311544 | Time: 1997.42 ms
[2021-05-18 19:22:01 main:574] : INFO : Epoch 1946 | loss: 0.0311041 | val_loss: 0.0311541 | Time: 1997.05 ms
[2021-05-18 19:22:03 main:574] : INFO : Epoch 1947 | loss: 0.0311044 | val_loss: 0.0311527 | Time: 2010.19 ms
[2021-05-18 19:22:05 main:574] : INFO : Epoch 1948 | loss: 0.0311045 | val_loss: 0.0311619 | Time: 1997.13 ms
[2021-05-18 19:22:07 main:574] : INFO : Epoch 1949 | loss: 0.031103 | val_loss: 0.0311556 | Time: 2016.91 ms
[2021-05-18 19:22:09 main:574] : INFO : Epoch 1950 | loss: 0.0311027 | val_loss: 0.0311562 | Time: 2014.94 ms
[2021-05-18 19:22:11 main:574] : INFO : Epoch 1951 | loss: 0.0311042 | val_loss: 0.0311578 | Time: 2033.61 ms
[2021-05-18 19:22:13 main:574] : INFO : Epoch 1952 | loss: 0.0311035 | val_loss: 0.0311564 | Time: 2040.84 ms
[2021-05-18 19:22:15 main:574] : INFO : Epoch 1953 | loss: 0.0311038 | val_loss: 0.0311565 | Time: 2037.67 ms
[2021-05-18 19:22:17 main:574] : INFO : Epoch 1954 | loss: 0.0311039 | val_loss: 0.0311546 | Time: 2024.18 ms
[2021-05-18 19:22:20 main:574] : INFO : Epoch 1955 | loss: 0.0311034 | val_loss: 0.0311574 | Time: 2009.41 ms
[2021-05-18 19:22:22 main:574] : INFO : Epoch 1956 | loss: 0.0311025 | val_loss: 0.0311573 | Time: 2004.46 ms
[2021-05-18 19:22:24 main:574] : INFO : Epoch 1957 | loss: 0.0311021 | val_loss: 0.0311552 | Time: 2005.58 ms
[2021-05-18 19:22:26 main:574] : INFO : Epoch 1958 | loss: 0.0311012 | val_loss: 0.0311522 | Time: 2014.52 ms
[2021-05-18 19:22:28 main:574] : INFO : Epoch 1959 | loss: 0.0310999 | val_loss: 0.0311553 | Time: 2018.76 ms
[2021-05-18 19:22:30 main:574] : INFO : Epoch 1960 | loss: 0.0310996 | val_loss: 0.0311554 | Time: 2022.4 ms
[2021-05-18 19:22:32 main:574] : INFO : Epoch 1961 | loss: 0.0311041 | val_loss: 0.0311459 | Time: 1998.24 ms
[2021-05-18 19:22:34 main:574] : INFO : Epoch 1962 | loss: 0.0311069 | val_loss: 0.0311508 | Time: 2010.9 ms
[2021-05-18 19:22:36 main:574] : INFO : Epoch 1963 | loss: 0.0311032 | val_loss: 0.0311504 | Time: 2021.67 ms
[2021-05-18 19:22:38 main:574] : INFO : Epoch 1964 | loss: 0.0311029 | val_loss: 0.0311506 | Time: 2002.23 ms
[2021-05-18 19:22:40 main:574] : INFO : Epoch 1965 | loss: 0.0311032 | val_loss: 0.0311539 | Time: 1992.98 ms
[2021-05-18 19:22:42 main:574] : INFO : Epoch 1966 | loss: 0.0311024 | val_loss: 0.0311557 | Time: 2021.2 ms
[2021-05-18 19:22:44 main:574] : INFO : Epoch 1967 | loss: 0.0311026 | val_loss: 0.0311558 | Time: 1997.13 ms
[2021-05-18 19:22:47 main:574] : INFO : Epoch 1968 | loss: 0.0311021 | val_loss: 0.0311605 | Time: 2006.14 ms
[2021-05-18 19:22:49 main:574] : INFO : Epoch 1969 | loss: 0.0311012 | val_loss: 0.0311568 | Time: 2011.32 ms
[2021-05-18 19:22:51 main:574] : INFO : Epoch 1970 | loss: 0.0311018 | val_loss: 0.0311525 | Time: 2004.96 ms
[2021-05-18 19:22:53 main:574] : INFO : Epoch 1971 | loss: 0.0311003 | val_loss: 0.031156 | Time: 2032.25 ms
[2021-05-18 19:22:55 main:574] : INFO : Epoch 1972 | loss: 0.0311002 | val_loss: 0.0311544 | Time: 2011.53 ms
[2021-05-18 19:22:57 main:574] : INFO : Epoch 1973 | loss: 0.0311014 | val_loss: 0.0311537 | Time: 2025.59 ms
[2021-05-18 19:22:59 main:574] : INFO : Epoch 1974 | loss: 0.0311008 | val_loss: 0.031152 | Time: 2019.87 ms
[2021-05-18 19:23:01 main:574] : INFO : Epoch 1975 | loss: 0.0311157 | val_loss: 0.0311558 | Time: 1996.48 ms
[2021-05-18 19:23:03 main:574] : INFO : Epoch 1976 | loss: 0.0311234 | val_loss: 0.0311605 | Time: 1991.41 ms
[2021-05-18 19:23:05 main:574] : INFO : Epoch 1977 | loss: 0.031122 | val_loss: 0.0311537 | Time: 2018.87 ms
[2021-05-18 19:23:08 main:574] : INFO : Epoch 1978 | loss: 0.0311232 | val_loss: 0.0311582 | Time: 2022.18 ms
[2021-05-18 19:23:10 main:574] : INFO : Epoch 1979 | loss: 0.0311211 | val_loss: 0.031155 | Time: 1980.76 ms
[2021-05-18 19:23:12 main:574] : INFO : Epoch 1980 | loss: 0.0311181 | val_loss: 0.0311491 | Time: 2005.91 ms
[2021-05-18 19:23:14 main:574] : INFO : Epoch 1981 | loss: 0.0311144 | val_loss: 0.0311523 | Time: 2006.78 ms
[2021-05-18 19:23:16 main:574] : INFO : Epoch 1982 | loss: 0.0311141 | val_loss: 0.0311514 | Time: 2038.94 ms
[2021-05-18 19:23:18 main:574] : INFO : Epoch 1983 | loss: 0.0311201 | val_loss: 0.0311468 | Time: 2012.14 ms
[2021-05-18 19:23:20 main:574] : INFO : Epoch 1984 | loss: 0.0311192 | val_loss: 0.0311482 | Time: 2006.43 ms
[2021-05-18 19:23:22 main:574] : INFO : Epoch 1985 | loss: 0.0311137 | val_loss: 0.031146 | Time: 2008.12 ms
[2021-05-18 19:23:24 main:574] : INFO : Epoch 1986 | loss: 0.0311135 | val_loss: 0.0311487 | Time: 2014.39 ms
[2021-05-18 19:23:26 main:574] : INFO : Epoch 1987 | loss: 0.0311141 | val_loss: 0.0311473 | Time: 2015.74 ms
[2021-05-18 19:23:28 main:574] : INFO : Epoch 1988 | loss: 0.031116 | val_loss: 0.0311522 | Time: 2045.18 ms
[2021-05-18 19:23:30 main:574] : INFO : Epoch 1989 | loss: 0.0311161 | val_loss: 0.0311511 | Time: 1992.63 ms
[2021-05-18 19:23:32 main:574] : INFO : Epoch 1990 | loss: 0.0311172 | val_loss: 0.0311495 | Time: 1996.16 ms
[2021-05-18 19:23:35 main:574] : INFO : Epoch 1991 | loss: 0.0311144 | val_loss: 0.0311456 | Time: 2012.41 ms
[2021-05-18 19:23:37 main:574] : INFO : Epoch 1992 | loss: 0.0311128 | val_loss: 0.0311476 | Time: 2016.06 ms
[2021-05-18 19:23:39 main:574] : INFO : Epoch 1993 | loss: 0.0311106 | val_loss: 0.0311473 | Time: 2016.04 ms
[2021-05-18 19:23:41 main:574] : INFO : Epoch 1994 | loss: 0.0311091 | val_loss: 0.0311471 | Time: 2010.55 ms
[2021-05-18 19:23:43 main:574] : INFO : Epoch 1995 | loss: 0.0311101 | val_loss: 0.0311458 | Time: 2020.2 ms
[2021-05-18 19:23:45 main:574] : INFO : Epoch 1996 | loss: 0.0311099 | val_loss: 0.0311484 | Time: 2002.49 ms
[2021-05-18 19:23:47 main:574] : INFO : Epoch 1997 | loss: 0.0311103 | val_loss: 0.0311451 | Time: 2021.22 ms
[2021-05-18 19:23:49 main:574] : INFO : Epoch 1998 | loss: 0.0311091 | val_loss: 0.0311454 | Time: 2019.13 ms
[2021-05-18 19:23:52 main:574] : INFO : Epoch 1999 | loss: 0.0311063 | val_loss: 0.031146 | Time: 2176.77 ms
[2021-05-18 19:23:54 main:574] : INFO : Epoch 2000 | loss: 0.0311058 | val_loss: 0.0311461 | Time: 2389.5 ms
[2021-05-18 19:23:56 main:574] : INFO : Epoch 2001 | loss: 0.0311059 | val_loss: 0.0311472 | Time: 2282.48 ms
[2021-05-18 19:23:59 main:574] : INFO : Epoch 2002 | loss: 0.0311058 | val_loss: 0.0311493 | Time: 2322.45 ms
[2021-05-18 19:24:01 main:574] : INFO : Epoch 2003 | loss: 0.0311032 | val_loss: 0.0311438 | Time: 2220.47 ms
[2021-05-18 19:24:03 main:574] : INFO : Epoch 2004 | loss: 0.0311055 | val_loss: 0.0311464 | Time: 2225.83 ms
[2021-05-18 19:24:06 main:574] : INFO : Epoch 2005 | loss: 0.0311069 | val_loss: 0.031158 | Time: 2255.58 ms
[2021-05-18 19:24:08 main:574] : INFO : Epoch 2006 | loss: 0.031105 | val_loss: 0.0311491 | Time: 2290.7 ms
[2021-05-18 19:24:11 main:574] : INFO : Epoch 2007 | loss: 0.0311041 | val_loss: 0.0311468 | Time: 2234.23 ms
[2021-05-18 19:24:13 main:574] : INFO : Epoch 2008 | loss: 0.0311023 | val_loss: 0.0311571 | Time: 2199.9 ms
[2021-05-18 19:24:15 main:574] : INFO : Epoch 2009 | loss: 0.0311034 | val_loss: 0.0311569 | Time: 2224.07 ms
[2021-05-18 19:24:18 main:574] : INFO : Epoch 2010 | loss: 0.0311026 | val_loss: 0.0311491 | Time: 2133.63 ms
[2021-05-18 19:24:20 main:574] : INFO : Epoch 2011 | loss: 0.0311007 | val_loss: 0.0311476 | Time: 2109.05 ms
[2021-05-18 19:24:22 main:574] : INFO : Epoch 2012 | loss: 0.0310999 | val_loss: 0.0311497 | Time: 2072.16 ms
[2021-05-18 19:24:24 main:574] : INFO : Epoch 2013 | loss: 0.0310996 | val_loss: 0.0311478 | Time: 2009.91 ms
[2021-05-18 19:24:26 main:574] : INFO : Epoch 2014 | loss: 0.0310983 | val_loss: 0.0311503 | Time: 1995.35 ms
[2021-05-18 19:24:28 main:574] : INFO : Epoch 2015 | loss: 0.0310982 | val_loss: 0.0311535 | Time: 2031.26 ms
[2021-05-18 19:24:30 main:574] : INFO : Epoch 2016 | loss: 0.031102 | val_loss: 0.0311491 | Time: 2006.17 ms
[2021-05-18 19:24:32 main:574] : INFO : Epoch 2017 | loss: 0.0311042 | val_loss: 0.0311497 | Time: 2034.16 ms
[2021-05-18 19:24:34 main:574] : INFO : Epoch 2018 | loss: 0.0311005 | val_loss: 0.0311656 | Time: 2033.4 ms
[2021-05-18 19:24:36 main:574] : INFO : Epoch 2019 | loss: 0.0311022 | val_loss: 0.0311519 | Time: 2012.12 ms
[2021-05-18 19:24:39 main:574] : INFO : Epoch 2020 | loss: 0.0310975 | val_loss: 0.0311526 | Time: 2014.59 ms
[2021-05-18 19:24:41 main:574] : INFO : Epoch 2021 | loss: 0.0311005 | val_loss: 0.0311468 | Time: 2013.73 ms
[2021-05-18 19:24:43 main:574] : INFO : Epoch 2022 | loss: 0.0311049 | val_loss: 0.0311495 | Time: 2010.45 ms
[2021-05-18 19:24:45 main:574] : INFO : Epoch 2023 | loss: 0.0311099 | val_loss: 0.0311485 | Time: 1998.88 ms
[2021-05-18 19:24:47 main:574] : INFO : Epoch 2024 | loss: 0.0311145 | val_loss: 0.0311578 | Time: 2004.12 ms
[2021-05-18 19:24:49 main:574] : INFO : Epoch 2025 | loss: 0.0311178 | val_loss: 0.0311528 | Time: 2020.88 ms
[2021-05-18 19:24:51 main:574] : INFO : Epoch 2026 | loss: 0.0311134 | val_loss: 0.0311551 | Time: 2010.21 ms
[2021-05-18 19:24:53 main:574] : INFO : Epoch 2027 | loss: 0.0311133 | val_loss: 0.0311554 | Time: 2005.63 ms
[2021-05-18 19:24:55 main:574] : INFO : Epoch 2028 | loss: 0.0311106 | val_loss: 0.0311531 | Time: 2010.83 ms
[2021-05-18 19:24:57 main:574] : INFO : Epoch 2029 | loss: 0.0311068 | val_loss: 0.0311527 | Time: 2017.99 ms
[2021-05-18 19:24:59 main:574] : INFO : Epoch 2030 | loss: 0.0311064 | val_loss: 0.0311579 | Time: 2017.86 ms
[2021-05-18 19:25:01 main:574] : INFO : Epoch 2031 | loss: 0.0311053 | val_loss: 0.0311549 | Time: 2012.69 ms
[2021-05-18 19:25:03 main:574] : INFO : Epoch 2032 | loss: 0.0311043 | val_loss: 0.0311577 | Time: 2048.82 ms
[2021-05-18 19:25:06 main:574] : INFO : Epoch 2033 | loss: 0.031109 | val_loss: 0.0311591 | Time: 2011.87 ms
[2021-05-18 19:25:08 main:574] : INFO : Epoch 2034 | loss: 0.0311203 | val_loss: 0.0311604 | Time: 2016.96 ms
[2021-05-18 19:25:10 main:574] : INFO : Epoch 2035 | loss: 0.0311152 | val_loss: 0.031157 | Time: 2011.14 ms
[2021-05-18 19:25:12 main:574] : INFO : Epoch 2036 | loss: 0.0311099 | val_loss: 0.0311491 | Time: 2000.85 ms
[2021-05-18 19:25:14 main:574] : INFO : Epoch 2037 | loss: 0.031111 | val_loss: 0.0311505 | Time: 2022.23 ms
[2021-05-18 19:25:16 main:574] : INFO : Epoch 2038 | loss: 0.0311083 | val_loss: 0.0311485 | Time: 2010.08 ms
[2021-05-18 19:25:18 main:574] : INFO : Epoch 2039 | loss: 0.0311087 | val_loss: 0.0311553 | Time: 2004.91 ms
[2021-05-18 19:25:20 main:574] : INFO : Epoch 2040 | loss: 0.0311086 | val_loss: 0.0311616 | Time: 2020.66 ms
[2021-05-18 19:25:22 main:574] : INFO : Epoch 2041 | loss: 0.0311058 | val_loss: 0.0311557 | Time: 2044.32 ms
[2021-05-18 19:25:24 main:574] : INFO : Epoch 2042 | loss: 0.0311061 | val_loss: 0.031154 | Time: 1995.37 ms
[2021-05-18 19:25:27 main:574] : INFO : Epoch 2043 | loss: 0.0311155 | val_loss: 0.0311474 | Time: 2016.01 ms
[2021-05-18 19:25:29 main:574] : INFO : Epoch 2044 | loss: 0.0311252 | val_loss: 0.0311421 | Time: 2018.48 ms
[2021-05-18 19:25:31 main:574] : INFO : Epoch 2045 | loss: 0.0311232 | val_loss: 0.0311432 | Time: 2019.1 ms
[2021-05-18 19:25:33 main:574] : INFO : Epoch 2046 | loss: 0.0311193 | val_loss: 0.0311415 | Time: 2006.73 ms
[2021-05-18 19:25:35 main:574] : INFO : Epoch 2047 | loss: 0.0311163 | val_loss: 0.0311425 | Time: 2021.42 ms
[2021-05-18 19:25:37 main:574] : INFO : Epoch 2048 | loss: 0.0311178 | val_loss: 0.0311415 | Time: 2020.39 ms
[2021-05-18 19:25:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311415
[2021-05-18 19:25:37 main:603] : INFO : Saving end state to config to file
[2021-05-18 19:25:37 main:608] : INFO : Success, exiting..
19:25:37 (2860): 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)