Task 5172357
| Name | ParityModified-1619232818-29263-2_0 |
| Workunit | 3108006 |
| Created | 10 May 2021, 7:24:48 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 37 sec |
| CPU time | 1 hours 8 min 22 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: 0.0311045 | val_loss: 0.0311557 | Time: 2018.37 ms
[2021-05-18 17:56:01 main:574] : INFO : Epoch 1543 | loss: 0.0311011 | val_loss: 0.0311595 | Time: 2000.75 ms
[2021-05-18 17:56:03 main:574] : INFO : Epoch 1544 | loss: 0.0311037 | val_loss: 0.0311607 | Time: 2010.92 ms
[2021-05-18 17:56:05 main:574] : INFO : Epoch 1545 | loss: 0.031101 | val_loss: 0.0311544 | Time: 2021.57 ms
[2021-05-18 17:56:07 main:574] : INFO : Epoch 1546 | loss: 0.031102 | val_loss: 0.0311591 | Time: 2008.37 ms
[2021-05-18 17:56:09 main:574] : INFO : Epoch 1547 | loss: 0.0311022 | val_loss: 0.0311582 | Time: 1999.92 ms
[2021-05-18 17:56:11 main:574] : INFO : Epoch 1548 | loss: 0.0311231 | val_loss: 0.0311565 | Time: 2008.89 ms
[2021-05-18 17:56:13 main:574] : INFO : Epoch 1549 | loss: 0.0311304 | val_loss: 0.0311532 | Time: 2013.44 ms
[2021-05-18 17:56:15 main:574] : INFO : Epoch 1550 | loss: 0.0311296 | val_loss: 0.0311595 | Time: 1997.74 ms
[2021-05-18 17:56:17 main:574] : INFO : Epoch 1551 | loss: 0.031124 | val_loss: 0.0311497 | Time: 2012.93 ms
[2021-05-18 17:56:19 main:574] : INFO : Epoch 1552 | loss: 0.0311166 | val_loss: 0.0311463 | Time: 2029.44 ms
[2021-05-18 17:56:22 main:574] : INFO : Epoch 1553 | loss: 0.0311131 | val_loss: 0.031153 | Time: 2004.48 ms
[2021-05-18 17:56:24 main:574] : INFO : Epoch 1554 | loss: 0.0311104 | val_loss: 0.0311491 | Time: 2022.34 ms
[2021-05-18 17:56:26 main:574] : INFO : Epoch 1555 | loss: 0.0311109 | val_loss: 0.0311518 | Time: 2017.05 ms
[2021-05-18 17:56:28 main:574] : INFO : Epoch 1556 | loss: 0.0311077 | val_loss: 0.0311493 | Time: 2023.37 ms
[2021-05-18 17:56:30 main:574] : INFO : Epoch 1557 | loss: 0.0311066 | val_loss: 0.0311556 | Time: 2000.6 ms
[2021-05-18 17:56:32 main:574] : INFO : Epoch 1558 | loss: 0.0311082 | val_loss: 0.0311562 | Time: 2020.76 ms
[2021-05-18 17:56:34 main:574] : INFO : Epoch 1559 | loss: 0.0311044 | val_loss: 0.0311595 | Time: 2025.5 ms
[2021-05-18 17:56:36 main:574] : INFO : Epoch 1560 | loss: 0.0311036 | val_loss: 0.0311538 | Time: 2029.29 ms
[2021-05-18 17:56:38 main:574] : INFO : Epoch 1561 | loss: 0.0311048 | val_loss: 0.0311568 | Time: 2028.34 ms
[2021-05-18 17:56:40 main:574] : INFO : Epoch 1562 | loss: 0.0311052 | val_loss: 0.0311586 | Time: 2026.06 ms
[2021-05-18 17:56:43 main:574] : INFO : Epoch 1563 | loss: 0.0311018 | val_loss: 0.0311545 | Time: 2034.49 ms
[2021-05-18 17:56:45 main:574] : INFO : Epoch 1564 | loss: 0.0311033 | val_loss: 0.0311553 | Time: 2015.17 ms
[2021-05-18 17:56:47 main:574] : INFO : Epoch 1565 | loss: 0.0311044 | val_loss: 0.0311521 | Time: 1995.4 ms
[2021-05-18 17:56:49 main:574] : INFO : Epoch 1566 | loss: 0.031103 | val_loss: 0.0311547 | Time: 2010.78 ms
[2021-05-18 17:56:51 main:574] : INFO : Epoch 1567 | loss: 0.0311044 | val_loss: 0.0311612 | Time: 2000.2 ms
[2021-05-18 17:56:53 main:574] : INFO : Epoch 1568 | loss: 0.0311043 | val_loss: 0.0311485 | Time: 1995 ms
[2021-05-18 17:56:55 main:574] : INFO : Epoch 1569 | loss: 0.0311028 | val_loss: 0.0311589 | Time: 2001.02 ms
[2021-05-18 17:56:57 main:574] : INFO : Epoch 1570 | loss: 0.0311033 | val_loss: 0.0311575 | Time: 2000.15 ms
[2021-05-18 17:56:59 main:574] : INFO : Epoch 1571 | loss: 0.0311042 | val_loss: 0.0311596 | Time: 2003.18 ms
[2021-05-18 17:57:01 main:574] : INFO : Epoch 1572 | loss: 0.0311026 | val_loss: 0.0311575 | Time: 2002.73 ms
[2021-05-18 17:57:03 main:574] : INFO : Epoch 1573 | loss: 0.031103 | val_loss: 0.0311521 | Time: 2024.13 ms
[2021-05-18 17:57:05 main:574] : INFO : Epoch 1574 | loss: 0.0310999 | val_loss: 0.0311611 | Time: 2007.99 ms
[2021-05-18 17:57:07 main:574] : INFO : Epoch 1575 | loss: 0.031098 | val_loss: 0.0311653 | Time: 1990.17 ms
[2021-05-18 17:57:09 main:574] : INFO : Epoch 1576 | loss: 0.0310967 | val_loss: 0.0311569 | Time: 1984.09 ms
[2021-05-18 17:57:12 main:574] : INFO : Epoch 1577 | loss: 0.0310971 | val_loss: 0.0311643 | Time: 2027.31 ms
[2021-05-18 17:57:14 main:574] : INFO : Epoch 1578 | loss: 0.0310986 | val_loss: 0.0311636 | Time: 2020.86 ms
[2021-05-18 17:57:16 main:574] : INFO : Epoch 1579 | loss: 0.0310954 | val_loss: 0.0311635 | Time: 2000.67 ms
[2021-05-18 17:57:18 main:574] : INFO : Epoch 1580 | loss: 0.0311012 | val_loss: 0.0311502 | Time: 2017.95 ms
[2021-05-18 17:57:20 main:574] : INFO : Epoch 1581 | loss: 0.0311054 | val_loss: 0.0311582 | Time: 2014.32 ms
[2021-05-18 17:57:22 main:574] : INFO : Epoch 1582 | loss: 0.0311062 | val_loss: 0.0311624 | Time: 2004.74 ms
[2021-05-18 17:57:24 main:574] : INFO : Epoch 1583 | loss: 0.0311081 | val_loss: 0.0311648 | Time: 2015.72 ms
[2021-05-18 17:57:26 main:574] : INFO : Epoch 1584 | loss: 0.0311034 | val_loss: 0.0311658 | Time: 2015.9 ms
[2021-05-18 17:57:28 main:574] : INFO : Epoch 1585 | loss: 0.0311008 | val_loss: 0.0311588 | Time: 1999.31 ms
[2021-05-18 17:57:30 main:574] : INFO : Epoch 1586 | loss: 0.0310975 | val_loss: 0.031165 | Time: 2007.94 ms
[2021-05-18 17:57:32 main:574] : INFO : Epoch 1587 | loss: 0.0310978 | val_loss: 0.0311688 | Time: 1988.36 ms
[2021-05-18 17:57:34 main:574] : INFO : Epoch 1588 | loss: 0.0310958 | val_loss: 0.0311712 | Time: 2004.89 ms
[2021-05-18 17:57:37 main:574] : INFO : Epoch 1589 | loss: 0.0310951 | val_loss: 0.0311607 | Time: 2007.96 ms
[2021-05-18 17:57:39 main:574] : INFO : Epoch 1590 | loss: 0.0310965 | val_loss: 0.031171 | Time: 2011.14 ms
[2021-05-18 17:57:41 main:574] : INFO : Epoch 1591 | loss: 0.0311043 | val_loss: 0.0311582 | Time: 2003.22 ms
[2021-05-18 17:57:43 main:574] : INFO : Epoch 1592 | loss: 0.0311107 | val_loss: 0.0311506 | Time: 1998.5 ms
[2021-05-18 17:57:45 main:574] : INFO : Epoch 1593 | loss: 0.0311099 | val_loss: 0.0311492 | Time: 2006.58 ms
[2021-05-18 17:57:47 main:574] : INFO : Epoch 1594 | loss: 0.0311074 | val_loss: 0.0311544 | Time: 1999.07 ms
[2021-05-18 17:57:49 main:574] : INFO : Epoch 1595 | loss: 0.0311066 | val_loss: 0.0311534 | Time: 2013.51 ms
[2021-05-18 17:57:51 main:574] : INFO : Epoch 1596 | loss: 0.0311035 | val_loss: 0.031153 | Time: 1997.76 ms
[2021-05-18 17:57:53 main:574] : INFO : Epoch 1597 | loss: 0.0311056 | val_loss: 0.0311583 | Time: 2019.85 ms
[2021-05-18 17:57:55 main:574] : INFO : Epoch 1598 | loss: 0.0311056 | val_loss: 0.0311574 | Time: 2016.18 ms
[2021-05-18 17:57:57 main:574] : INFO : Epoch 1599 | loss: 0.0311044 | val_loss: 0.0311567 | Time: 2023.68 ms
[2021-05-18 17:58:00 main:574] : INFO : Epoch 1600 | loss: 0.0311 | val_loss: 0.0311534 | Time: 2011.9 ms
[2021-05-18 17:58:02 main:574] : INFO : Epoch 1601 | loss: 0.0311091 | val_loss: 0.0311575 | Time: 2010.61 ms
[2021-05-18 17:58:04 main:574] : INFO : Epoch 1602 | loss: 0.0311091 | val_loss: 0.0311503 | Time: 2016.39 ms
[2021-05-18 17:58:06 main:574] : INFO : Epoch 1603 | loss: 0.0311146 | val_loss: 0.031149 | Time: 2026.15 ms
[2021-05-18 17:58:08 main:574] : INFO : Epoch 1604 | loss: 0.0311187 | val_loss: 0.031153 | Time: 2006.44 ms
[2021-05-18 17:58:10 main:574] : INFO : Epoch 1605 | loss: 0.0311159 | val_loss: 0.0311579 | Time: 2095.42 ms
[2021-05-18 17:58:12 main:574] : INFO : Epoch 1606 | loss: 0.031114 | val_loss: 0.0311529 | Time: 2088.56 ms
[2021-05-18 17:58:14 main:574] : INFO : Epoch 1607 | loss: 0.031116 | val_loss: 0.0311525 | Time: 1999.59 ms
[2021-05-18 17:58:16 main:574] : INFO : Epoch 1608 | loss: 0.0311129 | val_loss: 0.0311526 | Time: 2001.38 ms
[2021-05-18 17:58:19 main:574] : INFO : Epoch 1609 | loss: 0.0311149 | val_loss: 0.0311498 | Time: 2037.66 ms
[2021-05-18 17:58:21 main:574] : INFO : Epoch 1610 | loss: 0.0311323 | val_loss: 0.0311561 | Time: 2004.7 ms
[2021-05-18 17:58:23 main:574] : INFO : Epoch 1611 | loss: 0.0311346 | val_loss: 0.0311565 | Time: 2010.98 ms
[2021-05-18 17:58:25 main:574] : INFO : Epoch 1612 | loss: 0.0311338 | val_loss: 0.0311515 | Time: 2033.86 ms
[2021-05-18 17:58:27 main:574] : INFO : Epoch 1613 | loss: 0.0311248 | val_loss: 0.0311505 | Time: 2001.18 ms
[2021-05-18 17:58:29 main:574] : INFO : Epoch 1614 | loss: 0.0311218 | val_loss: 0.0311499 | Time: 2000.83 ms
[2021-05-18 17:58:31 main:574] : INFO : Epoch 1615 | loss: 0.0311195 | val_loss: 0.0311546 | Time: 1995.34 ms
[2021-05-18 17:58:33 main:574] : INFO : Epoch 1616 | loss: 0.031118 | val_loss: 0.0311521 | Time: 2029.23 ms
[2021-05-18 17:58:35 main:574] : INFO : Epoch 1617 | loss: 0.0311163 | val_loss: 0.0311545 | Time: 2009.81 ms
[2021-05-18 17:58:37 main:574] : INFO : Epoch 1618 | loss: 0.0311145 | val_loss: 0.0311596 | Time: 2013.41 ms
[2021-05-18 17:58:39 main:574] : INFO : Epoch 1619 | loss: 0.0311154 | val_loss: 0.031159 | Time: 2027.99 ms
[2021-05-18 17:58:41 main:574] : INFO : Epoch 1620 | loss: 0.0311125 | val_loss: 0.0311595 | Time: 2017.98 ms
[2021-05-18 17:58:44 main:574] : INFO : Epoch 1621 | loss: 0.0311116 | val_loss: 0.0311523 | Time: 2030.82 ms
[2021-05-18 17:58:46 main:574] : INFO : Epoch 1622 | loss: 0.0311089 | val_loss: 0.0311535 | Time: 1985.04 ms
[2021-05-18 17:58:48 main:574] : INFO : Epoch 1623 | loss: 0.0311062 | val_loss: 0.0311485 | Time: 1999.35 ms
[2021-05-18 17:58:50 main:574] : INFO : Epoch 1624 | loss: 0.0311059 | val_loss: 0.0311501 | Time: 2013.47 ms
[2021-05-18 17:58:52 main:574] : INFO : Epoch 1625 | loss: 0.0311067 | val_loss: 0.0311481 | Time: 2014.76 ms
[2021-05-18 17:58:54 main:574] : INFO : Epoch 1626 | loss: 0.0311061 | val_loss: 0.0311568 | Time: 2018.39 ms
[2021-05-18 17:58:56 main:574] : INFO : Epoch 1627 | loss: 0.0311077 | val_loss: 0.0311601 | Time: 2012.92 ms
[2021-05-18 17:58:58 main:574] : INFO : Epoch 1628 | loss: 0.0311093 | val_loss: 0.0311552 | Time: 2021.79 ms
[2021-05-18 17:59:00 main:574] : INFO : Epoch 1629 | loss: 0.0311066 | val_loss: 0.0311544 | Time: 1983.78 ms
[2021-05-18 17:59:02 main:574] : INFO : Epoch 1630 | loss: 0.0311077 | val_loss: 0.0311548 | Time: 2040.12 ms
[2021-05-18 17:59:04 main:574] : INFO : Epoch 1631 | loss: 0.0311082 | val_loss: 0.0311581 | Time: 2003.5 ms
[2021-05-18 17:59:06 main:574] : INFO : Epoch 1632 | loss: 0.0311113 | val_loss: 0.031161 | Time: 1996.26 ms
[2021-05-18 17:59:09 main:574] : INFO : Epoch 1633 | loss: 0.0311112 | val_loss: 0.0311572 | Time: 2009.38 ms
[2021-05-18 17:59:11 main:574] : INFO : Epoch 1634 | loss: 0.031111 | val_loss: 0.031156 | Time: 1987.55 ms
[2021-05-18 17:59:13 main:574] : INFO : Epoch 1635 | loss: 0.031111 | val_loss: 0.0311617 | Time: 2008.95 ms
[2021-05-18 17:59:15 main:574] : INFO : Epoch 1636 | loss: 0.0311072 | val_loss: 0.0311554 | Time: 2006.23 ms
[2021-05-18 17:59:17 main:574] : INFO : Epoch 1637 | loss: 0.0311055 | val_loss: 0.0311676 | Time: 2024.34 ms
[2021-05-18 17:59:19 main:574] : INFO : Epoch 1638 | loss: 0.0311046 | val_loss: 0.0311594 | Time: 2014.82 ms
[2021-05-18 17:59:21 main:574] : INFO : Epoch 1639 | loss: 0.0311054 | val_loss: 0.0311574 | Time: 2011.1 ms
[2021-05-18 17:59:23 main:574] : INFO : Epoch 1640 | loss: 0.0311087 | val_loss: 0.0311596 | Time: 2020.16 ms
[2021-05-18 17:59:25 main:574] : INFO : Epoch 1641 | loss: 0.0311089 | val_loss: 0.0311626 | Time: 2005.82 ms
[2021-05-18 17:59:27 main:574] : INFO : Epoch 1642 | loss: 0.0311075 | val_loss: 0.0311609 | Time: 2009.92 ms
[2021-05-18 17:59:29 main:574] : INFO : Epoch 1643 | loss: 0.0311104 | val_loss: 0.0311565 | Time: 1997.56 ms
[2021-05-18 17:59:32 main:574] : INFO : Epoch 1644 | loss: 0.0311102 | val_loss: 0.0311544 | Time: 2006.29 ms
[2021-05-18 17:59:34 main:574] : INFO : Epoch 1645 | loss: 0.0311064 | val_loss: 0.0311528 | Time: 2016.19 ms
[2021-05-18 17:59:36 main:574] : INFO : Epoch 1646 | loss: 0.0311046 | val_loss: 0.03115 | Time: 2009.68 ms
[2021-05-18 17:59:38 main:574] : INFO : Epoch 1647 | loss: 0.0311071 | val_loss: 0.0311521 | Time: 2003.92 ms
[2021-05-18 17:59:40 main:574] : INFO : Epoch 1648 | loss: 0.0311089 | val_loss: 0.0311522 | Time: 2021.42 ms
[2021-05-18 17:59:42 main:574] : INFO : Epoch 1649 | loss: 0.0311053 | val_loss: 0.0311525 | Time: 1998.32 ms
[2021-05-18 17:59:44 main:574] : INFO : Epoch 1650 | loss: 0.0311054 | val_loss: 0.0311558 | Time: 2002.26 ms
[2021-05-18 17:59:46 main:574] : INFO : Epoch 1651 | loss: 0.0311017 | val_loss: 0.0311546 | Time: 2019.39 ms
[2021-05-18 17:59:48 main:574] : INFO : Epoch 1652 | loss: 0.0311 | val_loss: 0.0311597 | Time: 2020.72 ms
[2021-05-18 17:59:50 main:574] : INFO : Epoch 1653 | loss: 0.0310995 | val_loss: 0.0311524 | Time: 2008.38 ms
[2021-05-18 17:59:52 main:574] : INFO : Epoch 1654 | loss: 0.0310992 | val_loss: 0.0311579 | Time: 2021.36 ms
[2021-05-18 17:59:55 main:574] : INFO : Epoch 1655 | loss: 0.0311015 | val_loss: 0.0311506 | Time: 1987.83 ms
[2021-05-18 17:59:57 main:574] : INFO : Epoch 1656 | loss: 0.0310995 | val_loss: 0.0311553 | Time: 2000.49 ms
[2021-05-18 17:59:59 main:574] : INFO : Epoch 1657 | loss: 0.0310987 | val_loss: 0.0311571 | Time: 2011.1 ms
[2021-05-18 18:00:01 main:574] : INFO : Epoch 1658 | loss: 0.0310989 | val_loss: 0.0311517 | Time: 1994.21 ms
[2021-05-18 18:00:03 main:574] : INFO : Epoch 1659 | loss: 0.0310967 | val_loss: 0.0311621 | Time: 2021.19 ms
[2021-05-18 18:00:05 main:574] : INFO : Epoch 1660 | loss: 0.0310986 | val_loss: 0.0311567 | Time: 1990.08 ms
[2021-05-18 18:00:07 main:574] : INFO : Epoch 1661 | loss: 0.0311077 | val_loss: 0.031158 | Time: 1999.07 ms
[2021-05-18 18:00:09 main:574] : INFO : Epoch 1662 | loss: 0.0311274 | val_loss: 0.0311565 | Time: 2003.39 ms
[2021-05-18 18:00:11 main:574] : INFO : Epoch 1663 | loss: 0.0311248 | val_loss: 0.0311589 | Time: 1996.72 ms
[2021-05-18 18:00:13 main:574] : INFO : Epoch 1664 | loss: 0.0311195 | val_loss: 0.0311534 | Time: 2026.2 ms
[2021-05-18 18:00:15 main:574] : INFO : Epoch 1665 | loss: 0.0311186 | val_loss: 0.0311496 | Time: 2007.67 ms
[2021-05-18 18:00:17 main:574] : INFO : Epoch 1666 | loss: 0.031114 | val_loss: 0.0311475 | Time: 2003.9 ms
[2021-05-18 18:00:19 main:574] : INFO : Epoch 1667 | loss: 0.0311106 | val_loss: 0.0311533 | Time: 2010.34 ms
[2021-05-18 18:00:21 main:574] : INFO : Epoch 1668 | loss: 0.0311088 | val_loss: 0.0311474 | Time: 2020.3 ms
[2021-05-18 18:00:24 main:574] : INFO : Epoch 1669 | loss: 0.0311062 | val_loss: 0.0311498 | Time: 2011.59 ms
[2021-05-18 18:00:26 main:574] : INFO : Epoch 1670 | loss: 0.0311035 | val_loss: 0.0311555 | Time: 1997.18 ms
[2021-05-18 18:00:28 main:574] : INFO : Epoch 1671 | loss: 0.0311021 | val_loss: 0.0311496 | Time: 2031.18 ms
[2021-05-18 18:00:30 main:574] : INFO : Epoch 1672 | loss: 0.0311012 | val_loss: 0.0311552 | Time: 2028.75 ms
[2021-05-18 18:00:32 main:574] : INFO : Epoch 1673 | loss: 0.0311029 | val_loss: 0.0311582 | Time: 2017.86 ms
[2021-05-18 18:00:34 main:574] : INFO : Epoch 1674 | loss: 0.0311006 | val_loss: 0.031156 | Time: 2022.84 ms
[2021-05-18 18:00:36 main:574] : INFO : Epoch 1675 | loss: 0.0311 | val_loss: 0.03115 | Time: 2019.62 ms
[2021-05-18 18:00:38 main:574] : INFO : Epoch 1676 | loss: 0.0311035 | val_loss: 0.0311459 | Time: 2012.55 ms
[2021-05-18 18:00:40 main:574] : INFO : Epoch 1677 | loss: 0.0311003 | val_loss: 0.031154 | Time: 2001 ms
[2021-05-18 18:00:42 main:574] : INFO : Epoch 1678 | loss: 0.0311015 | val_loss: 0.0311542 | Time: 1995.37 ms
[2021-05-18 18:00:44 main:574] : INFO : Epoch 1679 | loss: 0.0311044 | val_loss: 0.0311591 | Time: 1998.16 ms
[2021-05-18 18:00:47 main:574] : INFO : Epoch 1680 | loss: 0.0311038 | val_loss: 0.0311558 | Time: 2000.85 ms
[2021-05-18 18:00:49 main:574] : INFO : Epoch 1681 | loss: 0.0311042 | val_loss: 0.0311483 | Time: 2028.54 ms
[2021-05-18 18:00:51 main:574] : INFO : Epoch 1682 | loss: 0.0311 | val_loss: 0.0311578 | Time: 2019.63 ms
[2021-05-18 18:00:53 main:574] : INFO : Epoch 1683 | loss: 0.0311026 | val_loss: 0.0311552 | Time: 1994.22 ms
[2021-05-18 18:00:55 main:574] : INFO : Epoch 1684 | loss: 0.0311 | val_loss: 0.0311554 | Time: 2011.26 ms
[2021-05-18 18:00:57 main:574] : INFO : Epoch 1685 | loss: 0.0310972 | val_loss: 0.0311565 | Time: 2009.64 ms
[2021-05-18 18:00:59 main:574] : INFO : Epoch 1686 | loss: 0.0310967 | val_loss: 0.0311568 | Time: 2018.57 ms
[2021-05-18 18:01:01 main:574] : INFO : Epoch 1687 | loss: 0.0310967 | val_loss: 0.0311557 | Time: 2006.39 ms
[2021-05-18 18:01:03 main:574] : INFO : Epoch 1688 | loss: 0.0310966 | val_loss: 0.0311595 | Time: 1996.05 ms
[2021-05-18 18:01:05 main:574] : INFO : Epoch 1689 | loss: 0.031098 | val_loss: 0.0311513 | Time: 1988.68 ms
[2021-05-18 18:01:07 main:574] : INFO : Epoch 1690 | loss: 0.0310944 | val_loss: 0.0311551 | Time: 2003.62 ms
[2021-05-18 18:01:09 main:574] : INFO : Epoch 1691 | loss: 0.0311017 | val_loss: 0.0311519 | Time: 2014.16 ms
[2021-05-18 18:01:12 main:574] : INFO : Epoch 1692 | loss: 0.0311013 | val_loss: 0.0311628 | Time: 1993.44 ms
[2021-05-18 18:01:14 main:574] : INFO : Epoch 1693 | loss: 0.0310984 | val_loss: 0.0311508 | Time: 2013.58 ms
[2021-05-18 18:01:16 main:574] : INFO : Epoch 1694 | loss: 0.0310933 | val_loss: 0.0311561 | Time: 2007.51 ms
[2021-05-18 18:01:18 main:574] : INFO : Epoch 1695 | loss: 0.0310924 | val_loss: 0.0311464 | Time: 2024.18 ms
[2021-05-18 18:01:20 main:574] : INFO : Epoch 1696 | loss: 0.0310931 | val_loss: 0.0311576 | Time: 2001.17 ms
[2021-05-18 18:01:22 main:574] : INFO : Epoch 1697 | loss: 0.0311013 | val_loss: 0.0311558 | Time: 2011.15 ms
[2021-05-18 18:01:24 main:574] : INFO : Epoch 1698 | loss: 0.0311156 | val_loss: 0.031154 | Time: 2043.71 ms
[2021-05-18 18:01:26 main:574] : INFO : Epoch 1699 | loss: 0.031109 | val_loss: 0.031156 | Time: 2006.23 ms
[2021-05-18 18:01:28 main:574] : INFO : Epoch 1700 | loss: 0.0311101 | val_loss: 0.0311484 | Time: 2022.56 ms
[2021-05-18 18:01:30 main:574] : INFO : Epoch 1701 | loss: 0.0311061 | val_loss: 0.0311498 | Time: 2015.02 ms
[2021-05-18 18:01:32 main:574] : INFO : Epoch 1702 | loss: 0.0311041 | val_loss: 0.0311568 | Time: 2022.92 ms
[2021-05-18 18:01:35 main:574] : INFO : Epoch 1703 | loss: 0.0311022 | val_loss: 0.0311568 | Time: 2026.29 ms
[2021-05-18 18:01:37 main:574] : INFO : Epoch 1704 | loss: 0.0310973 | val_loss: 0.0311557 | Time: 2002.76 ms
[2021-05-18 18:01:39 main:574] : INFO : Epoch 1705 | loss: 0.0311019 | val_loss: 0.031156 | Time: 2002.37 ms
[2021-05-18 18:01:41 main:574] : INFO : Epoch 1706 | loss: 0.0311051 | val_loss: 0.0311603 | Time: 2014.87 ms
[2021-05-18 18:01:43 main:574] : INFO : Epoch 1707 | loss: 0.0311048 | val_loss: 0.0311623 | Time: 2015.54 ms
[2021-05-18 18:01:45 main:574] : INFO : Epoch 1708 | loss: 0.0311023 | val_loss: 0.0311591 | Time: 2001.46 ms
[2021-05-18 18:01:47 main:574] : INFO : Epoch 1709 | loss: 0.0311044 | val_loss: 0.0311745 | Time: 1999.18 ms
[2021-05-18 18:01:49 main:574] : INFO : Epoch 1710 | loss: 0.0311069 | val_loss: 0.0311548 | Time: 2013.96 ms
[2021-05-18 18:01:51 main:574] : INFO : Epoch 1711 | loss: 0.0311093 | val_loss: 0.0311571 | Time: 2002.99 ms
[2021-05-18 18:01:53 main:574] : INFO : Epoch 1712 | loss: 0.0311101 | val_loss: 0.0311585 | Time: 2012.27 ms
[2021-05-18 18:01:55 main:574] : INFO : Epoch 1713 | loss: 0.0311077 | val_loss: 0.0311542 | Time: 2003 ms
[2021-05-18 18:01:57 main:574] : INFO : Epoch 1714 | loss: 0.0311035 | val_loss: 0.0311584 | Time: 2011.57 ms
[2021-05-18 18:02:00 main:574] : INFO : Epoch 1715 | loss: 0.0311014 | val_loss: 0.0311664 | Time: 1995.6 ms
[2021-05-18 18:02:02 main:574] : INFO : Epoch 1716 | loss: 0.0311016 | val_loss: 0.0311589 | Time: 2003.46 ms
[2021-05-18 18:02:04 main:574] : INFO : Epoch 1717 | loss: 0.0310979 | val_loss: 0.0311563 | Time: 2010.35 ms
[2021-05-18 18:02:06 main:574] : INFO : Epoch 1718 | loss: 0.0310974 | val_loss: 0.0311542 | Time: 1992.6 ms
[2021-05-18 18:02:08 main:574] : INFO : Epoch 1719 | loss: 0.0310998 | val_loss: 0.0311547 | Time: 2006.12 ms
[2021-05-18 18:02:10 main:574] : INFO : Epoch 1720 | loss: 0.0310989 | val_loss: 0.0311573 | Time: 1985.85 ms
[2021-05-18 18:02:12 main:574] : INFO : Epoch 1721 | loss: 0.0310962 | val_loss: 0.0311501 | Time: 2008.41 ms
[2021-05-18 18:02:14 main:574] : INFO : Epoch 1722 | loss: 0.0310983 | val_loss: 0.03115 | Time: 2011.85 ms
[2021-05-18 18:02:16 main:574] : INFO : Epoch 1723 | loss: 0.0310994 | val_loss: 0.0311504 | Time: 1998.12 ms
[2021-05-18 18:02:18 main:574] : INFO : Epoch 1724 | loss: 0.0310954 | val_loss: 0.0311603 | Time: 2004.14 ms
[2021-05-18 18:02:20 main:574] : INFO : Epoch 1725 | loss: 0.0310988 | val_loss: 0.0311599 | Time: 2008.43 ms
[2021-05-18 18:02:22 main:574] : INFO : Epoch 1726 | loss: 0.0310956 | val_loss: 0.0311669 | Time: 2023.65 ms
[2021-05-18 18:02:24 main:574] : INFO : Epoch 1727 | loss: 0.0310937 | val_loss: 0.0311604 | Time: 2011.73 ms
[2021-05-18 18:02:26 main:574] : INFO : Epoch 1728 | loss: 0.0310956 | val_loss: 0.0311593 | Time: 1987.87 ms
[2021-05-18 18:02:29 main:574] : INFO : Epoch 1729 | loss: 0.0310943 | val_loss: 0.0311604 | Time: 2028.66 ms
[2021-05-18 18:02:31 main:574] : INFO : Epoch 1730 | loss: 0.0311029 | val_loss: 0.0311558 | Time: 2013.01 ms
[2021-05-18 18:02:33 main:574] : INFO : Epoch 1731 | loss: 0.031098 | val_loss: 0.0311523 | Time: 2027.16 ms
[2021-05-18 18:02:35 main:574] : INFO : Epoch 1732 | loss: 0.0310939 | val_loss: 0.0311627 | Time: 2015.33 ms
[2021-05-18 18:02:37 main:574] : INFO : Epoch 1733 | loss: 0.0310953 | val_loss: 0.0311543 | Time: 2000.96 ms
[2021-05-18 18:02:39 main:574] : INFO : Epoch 1734 | loss: 0.0310967 | val_loss: 0.0311659 | Time: 1987.87 ms
[2021-05-18 18:02:41 main:574] : INFO : Epoch 1735 | loss: 0.0310971 | val_loss: 0.0311697 | Time: 2103.74 ms
[2021-05-18 18:02:43 main:574] : INFO : Epoch 1736 | loss: 0.0310969 | val_loss: 0.0311576 | Time: 2057.71 ms
[2021-05-18 18:02:45 main:574] : INFO : Epoch 1737 | loss: 0.0310939 | val_loss: 0.0311522 | Time: 1995.35 ms
[2021-05-18 18:02:48 main:574] : INFO : Epoch 1738 | loss: 0.0310942 | val_loss: 0.0311574 | Time: 2033.55 ms
[2021-05-18 18:02:50 main:574] : INFO : Epoch 1739 | loss: 0.031093 | val_loss: 0.031156 | Time: 1994.4 ms
[2021-05-18 18:02:52 main:574] : INFO : Epoch 1740 | loss: 0.0310911 | val_loss: 0.0311509 | Time: 2014.77 ms
[2021-05-18 18:02:54 main:574] : INFO : Epoch 1741 | loss: 0.0310908 | val_loss: 0.0311483 | Time: 2015.2 ms
[2021-05-18 18:02:56 main:574] : INFO : Epoch 1742 | loss: 0.0310907 | val_loss: 0.031157 | Time: 2001.24 ms
[2021-05-18 18:02:58 main:574] : INFO : Epoch 1743 | loss: 0.0310951 | val_loss: 0.0311491 | Time: 1997.76 ms
[2021-05-18 18:03:00 main:574] : INFO : Epoch 1744 | loss: 0.0311054 | val_loss: 0.031148 | Time: 2004.86 ms
[2021-05-18 18:03:02 main:574] : INFO : Epoch 1745 | loss: 0.0311028 | val_loss: 0.0311581 | Time: 2018.72 ms
[2021-05-18 18:03:04 main:574] : INFO : Epoch 1746 | loss: 0.031098 | val_loss: 0.0311593 | Time: 2002.05 ms
[2021-05-18 18:03:06 main:574] : INFO : Epoch 1747 | loss: 0.0310961 | val_loss: 0.0311535 | Time: 2021.75 ms
[2021-05-18 18:03:08 main:574] : INFO : Epoch 1748 | loss: 0.0310968 | val_loss: 0.0311546 | Time: 2013.14 ms
[2021-05-18 18:03:10 main:574] : INFO : Epoch 1749 | loss: 0.0310941 | val_loss: 0.0311628 | Time: 2061.59 ms
[2021-05-18 18:03:12 main:574] : INFO : Epoch 1750 | loss: 0.0310971 | val_loss: 0.0311549 | Time: 2001.78 ms
[2021-05-18 18:03:15 main:574] : INFO : Epoch 1751 | loss: 0.0310954 | val_loss: 0.0311547 | Time: 2007.67 ms
[2021-05-18 18:03:17 main:574] : INFO : Epoch 1752 | loss: 0.031095 | val_loss: 0.0311577 | Time: 2006.09 ms
[2021-05-18 18:03:19 main:574] : INFO : Epoch 1753 | loss: 0.0310933 | val_loss: 0.0311503 | Time: 2014.52 ms
[2021-05-18 18:03:21 main:574] : INFO : Epoch 1754 | loss: 0.031097 | val_loss: 0.0311481 | Time: 2010.14 ms
[2021-05-18 18:03:23 main:574] : INFO : Epoch 1755 | loss: 0.031103 | val_loss: 0.0311582 | Time: 2010.35 ms
[2021-05-18 18:03:25 main:574] : INFO : Epoch 1756 | loss: 0.0311002 | val_loss: 0.0311493 | Time: 2006.5 ms
[2021-05-18 18:03:27 main:574] : INFO : Epoch 1757 | loss: 0.0310965 | val_loss: 0.0311614 | Time: 2002.49 ms
[2021-05-18 18:03:29 main:574] : INFO : Epoch 1758 | loss: 0.0310952 | val_loss: 0.0311544 | Time: 1992.36 ms
[2021-05-18 18:03:31 main:574] : INFO : Epoch 1759 | loss: 0.0311007 | val_loss: 0.0311534 | Time: 1984.5 ms
[2021-05-18 18:03:33 main:574] : INFO : Epoch 1760 | loss: 0.0311031 | val_loss: 0.0311556 | Time: 2020.07 ms
[2021-05-18 18:03:35 main:574] : INFO : Epoch 1761 | loss: 0.0311037 | val_loss: 0.0311541 | Time: 2005.99 ms
[2021-05-18 18:03:37 main:574] : INFO : Epoch 1762 | loss: 0.0311012 | val_loss: 0.0311696 | Time: 1999.22 ms
[2021-05-18 18:03:39 main:574] : INFO : Epoch 1763 | loss: 0.0311024 | val_loss: 0.0311595 | Time: 2003.98 ms
[2021-05-18 18:03:42 main:574] : INFO : Epoch 1764 | loss: 0.0311042 | val_loss: 0.0311564 | Time: 2038.17 ms
[2021-05-18 18:03:44 main:574] : INFO : Epoch 1765 | loss: 0.0311012 | val_loss: 0.0311618 | Time: 2037.01 ms
[2021-05-18 18:03:46 main:574] : INFO : Epoch 1766 | loss: 0.0310969 | val_loss: 0.031163 | Time: 1999.18 ms
[2021-05-18 18:03:48 main:574] : INFO : Epoch 1767 | loss: 0.0310968 | val_loss: 0.0311505 | Time: 2004.7 ms
[2021-05-18 18:03:50 main:574] : INFO : Epoch 1768 | loss: 0.0311079 | val_loss: 0.031152 | Time: 1997.27 ms
[2021-05-18 18:03:52 main:574] : INFO : Epoch 1769 | loss: 0.0311116 | val_loss: 0.0311553 | Time: 2002.25 ms
[2021-05-18 18:03:54 main:574] : INFO : Epoch 1770 | loss: 0.031111 | val_loss: 0.0311509 | Time: 2015.32 ms
[2021-05-18 18:03:56 main:574] : INFO : Epoch 1771 | loss: 0.031112 | val_loss: 0.0311562 | Time: 2026.25 ms
[2021-05-18 18:03:58 main:574] : INFO : Epoch 1772 | loss: 0.0311087 | val_loss: 0.0311532 | Time: 2020.05 ms
[2021-05-18 18:04:00 main:574] : INFO : Epoch 1773 | loss: 0.0311026 | val_loss: 0.0311549 | Time: 2019.86 ms
[2021-05-18 18:04:02 main:574] : INFO : Epoch 1774 | loss: 0.0311029 | val_loss: 0.0311646 | Time: 2028.02 ms
[2021-05-18 18:04:05 main:574] : INFO : Epoch 1775 | loss: 0.0311031 | val_loss: 0.0311582 | Time: 2019.09 ms
[2021-05-18 18:04:07 main:574] : INFO : Epoch 1776 | loss: 0.0311025 | val_loss: 0.0311568 | Time: 2009.33 ms
[2021-05-18 18:04:09 main:574] : INFO : Epoch 1777 | loss: 0.0310997 | val_loss: 0.0311509 | Time: 2003.64 ms
[2021-05-18 18:04:11 main:574] : INFO : Epoch 1778 | loss: 0.0310974 | val_loss: 0.0311486 | Time: 2007.69 ms
[2021-05-18 18:04:13 main:574] : INFO : Epoch 1779 | loss: 0.031095 | val_loss: 0.031154 | Time: 2000.94 ms
[2021-05-18 18:04:15 main:574] : INFO : Epoch 1780 | loss: 0.0311182 | val_loss: 0.0311699 | Time: 1981.19 ms
[2021-05-18 18:04:17 main:574] : INFO : Epoch 1781 | loss: 0.0311205 | val_loss: 0.0311571 | Time: 2002.77 ms
[2021-05-18 18:04:19 main:574] : INFO : Epoch 1782 | loss: 0.0311187 | val_loss: 0.0311619 | Time: 2024.79 ms
[2021-05-18 18:04:21 main:574] : INFO : Epoch 1783 | loss: 0.0311126 | val_loss: 0.0311654 | Time: 2031.24 ms
[2021-05-18 18:04:23 main:574] : INFO : Epoch 1784 | loss: 0.031112 | val_loss: 0.0311551 | Time: 2019.61 ms
[2021-05-18 18:04:25 main:574] : INFO : Epoch 1785 | loss: 0.0311125 | val_loss: 0.0311625 | Time: 2019.97 ms
[2021-05-18 18:04:28 main:574] : INFO : Epoch 1786 | loss: 0.0311074 | val_loss: 0.0311603 | Time: 2005.78 ms
[2021-05-18 18:04:30 main:574] : INFO : Epoch 1787 | loss: 0.0311096 | val_loss: 0.0311519 | Time: 1998.17 ms
[2021-05-18 18:04:32 main:574] : INFO : Epoch 1788 | loss: 0.0311062 | val_loss: 0.0311549 | Time: 2007.91 ms
[2021-05-18 18:04:34 main:574] : INFO : Epoch 1789 | loss: 0.0311056 | val_loss: 0.0311624 | Time: 1988.65 ms
[2021-05-18 18:04:36 main:574] : INFO : Epoch 1790 | loss: 0.0311042 | val_loss: 0.0311588 | Time: 1991.35 ms
[2021-05-18 18:04:38 main:574] : INFO : Epoch 1791 | loss: 0.0311045 | val_loss: 0.0311542 | Time: 1990.99 ms
[2021-05-18 18:04:40 main:574] : INFO : Epoch 1792 | loss: 0.0311104 | val_loss: 0.0311551 | Time: 1995.71 ms
[2021-05-18 18:04:42 main:574] : INFO : Epoch 1793 | loss: 0.0311104 | val_loss: 0.0311576 | Time: 2018.42 ms
[2021-05-18 18:04:44 main:574] : INFO : Epoch 1794 | loss: 0.0311178 | val_loss: 0.0311511 | Time: 2014.87 ms
[2021-05-18 18:04:46 main:574] : INFO : Epoch 1795 | loss: 0.0311206 | val_loss: 0.031159 | Time: 2002.86 ms
[2021-05-18 18:04:48 main:574] : INFO : Epoch 1796 | loss: 0.0311164 | val_loss: 0.031157 | Time: 2023.45 ms
[2021-05-18 18:04:50 main:574] : INFO : Epoch 1797 | loss: 0.0311125 | val_loss: 0.0311507 | Time: 2032.57 ms
[2021-05-18 18:04:52 main:574] : INFO : Epoch 1798 | loss: 0.0311076 | val_loss: 0.0311546 | Time: 1998.79 ms
[2021-05-18 18:04:54 main:574] : INFO : Epoch 1799 | loss: 0.0311044 | val_loss: 0.0311521 | Time: 2006.08 ms
[2021-05-18 18:04:57 main:574] : INFO : Epoch 1800 | loss: 0.0311025 | val_loss: 0.0311543 | Time: 2020.53 ms
[2021-05-18 18:04:59 main:574] : INFO : Epoch 1801 | loss: 0.0311023 | val_loss: 0.03116 | Time: 2030.48 ms
[2021-05-18 18:05:01 main:574] : INFO : Epoch 1802 | loss: 0.0311069 | val_loss: 0.0311527 | Time: 2011.61 ms
[2021-05-18 18:05:03 main:574] : INFO : Epoch 1803 | loss: 0.0311068 | val_loss: 0.0311525 | Time: 2019.18 ms
[2021-05-18 18:05:05 main:574] : INFO : Epoch 1804 | loss: 0.0311068 | val_loss: 0.0311578 | Time: 2005.67 ms
[2021-05-18 18:05:07 main:574] : INFO : Epoch 1805 | loss: 0.0311101 | val_loss: 0.0311525 | Time: 2003.84 ms
[2021-05-18 18:05:09 main:574] : INFO : Epoch 1806 | loss: 0.0311083 | val_loss: 0.0311531 | Time: 2015.34 ms
[2021-05-18 18:05:11 main:574] : INFO : Epoch 1807 | loss: 0.0311071 | val_loss: 0.0311601 | Time: 1989.16 ms
[2021-05-18 18:05:13 main:574] : INFO : Epoch 1808 | loss: 0.0311072 | val_loss: 0.0311556 | Time: 1999.72 ms
[2021-05-18 18:05:15 main:574] : INFO : Epoch 1809 | loss: 0.031106 | val_loss: 0.0311565 | Time: 2025.67 ms
[2021-05-18 18:05:17 main:574] : INFO : Epoch 1810 | loss: 0.0311036 | val_loss: 0.0311489 | Time: 1990.3 ms
[2021-05-18 18:05:19 main:574] : INFO : Epoch 1811 | loss: 0.0311005 | val_loss: 0.0311548 | Time: 1992 ms
[2021-05-18 18:05:21 main:574] : INFO : Epoch 1812 | loss: 0.0310994 | val_loss: 0.0311507 | Time: 2011.93 ms
[2021-05-18 18:05:24 main:574] : INFO : Epoch 1813 | loss: 0.0310987 | val_loss: 0.0311598 | Time: 2015.64 ms
[2021-05-18 18:05:26 main:574] : INFO : Epoch 1814 | loss: 0.0310977 | val_loss: 0.0311544 | Time: 1994.37 ms
[2021-05-18 18:05:28 main:574] : INFO : Epoch 1815 | loss: 0.0310948 | val_loss: 0.0311506 | Time: 2006.47 ms
[2021-05-18 18:05:30 main:574] : INFO : Epoch 1816 | loss: 0.0310965 | val_loss: 0.0311494 | Time: 1998.97 ms
[2021-05-18 18:05:32 main:574] : INFO : Epoch 1817 | loss: 0.0310954 | val_loss: 0.0311475 | Time: 1998.41 ms
[2021-05-18 18:05:34 main:574] : INFO : Epoch 1818 | loss: 0.0310929 | val_loss: 0.0311577 | Time: 2006.13 ms
[2021-05-18 18:05:36 main:574] : INFO : Epoch 1819 | loss: 0.031098 | val_loss: 0.0311488 | Time: 1996.72 ms
[2021-05-18 18:05:38 main:574] : INFO : Epoch 1820 | loss: 0.0310955 | val_loss: 0.0311614 | Time: 2008.2 ms
[2021-05-18 18:05:40 main:574] : INFO : Epoch 1821 | loss: 0.0310959 | val_loss: 0.0311453 | Time: 1992.16 ms
[2021-05-18 18:05:42 main:574] : INFO : Epoch 1822 | loss: 0.0310942 | val_loss: 0.0311451 | Time: 2010.9 ms
[2021-05-18 18:05:44 main:574] : INFO : Epoch 1823 | loss: 0.0310929 | val_loss: 0.0311517 | Time: 2013.62 ms
[2021-05-18 18:05:47 main:574] : INFO : Epoch 1824 | loss: 0.0310922 | val_loss: 0.0311502 | Time: 2009.82 ms
[2021-05-18 18:05:49 main:574] : INFO : Epoch 1825 | loss: 0.0310965 | val_loss: 0.0311589 | Time: 2021.34 ms
[2021-05-18 18:05:51 main:574] : INFO : Epoch 1826 | loss: 0.0310963 | val_loss: 0.0311486 | Time: 1995.36 ms
[2021-05-18 18:05:53 main:574] : INFO : Epoch 1827 | loss: 0.0310939 | val_loss: 0.0311573 | Time: 2015.19 ms
[2021-05-18 18:05:55 main:574] : INFO : Epoch 1828 | loss: 0.031109 | val_loss: 0.0311584 | Time: 2003.14 ms
[2021-05-18 18:05:57 main:574] : INFO : Epoch 1829 | loss: 0.0311123 | val_loss: 0.0311547 | Time: 2001.13 ms
[2021-05-18 18:05:59 main:574] : INFO : Epoch 1830 | loss: 0.0311082 | val_loss: 0.0311515 | Time: 2024.19 ms
[2021-05-18 18:06:01 main:574] : INFO : Epoch 1831 | loss: 0.031103 | val_loss: 0.0311512 | Time: 1998.64 ms
[2021-05-18 18:06:03 main:574] : INFO : Epoch 1832 | loss: 0.0311011 | val_loss: 0.0311506 | Time: 2007.91 ms
[2021-05-18 18:06:05 main:574] : INFO : Epoch 1833 | loss: 0.0310987 | val_loss: 0.0311503 | Time: 2006.67 ms
[2021-05-18 18:06:07 main:574] : INFO : Epoch 1834 | loss: 0.0310987 | val_loss: 0.0311511 | Time: 2028.44 ms
[2021-05-18 18:06:09 main:574] : INFO : Epoch 1835 | loss: 0.0310991 | val_loss: 0.0311525 | Time: 1999.12 ms
[2021-05-18 18:06:12 main:574] : INFO : Epoch 1836 | loss: 0.0310969 | val_loss: 0.0311443 | Time: 2010.67 ms
[2021-05-18 18:06:14 main:574] : INFO : Epoch 1837 | loss: 0.031094 | val_loss: 0.0311467 | Time: 2003.52 ms
[2021-05-18 18:06:16 main:574] : INFO : Epoch 1838 | loss: 0.0310941 | val_loss: 0.0311513 | Time: 2018.71 ms
[2021-05-18 18:06:18 main:574] : INFO : Epoch 1839 | loss: 0.0310928 | val_loss: 0.0311494 | Time: 1995.56 ms
[2021-05-18 18:06:20 main:574] : INFO : Epoch 1840 | loss: 0.0310903 | val_loss: 0.0311427 | Time: 2015.35 ms
[2021-05-18 18:06:22 main:574] : INFO : Epoch 1841 | loss: 0.0311035 | val_loss: 0.0311497 | Time: 2014.04 ms
[2021-05-18 18:06:24 main:574] : INFO : Epoch 1842 | loss: 0.0311003 | val_loss: 0.0311637 | Time: 2023.85 ms
[2021-05-18 18:06:26 main:574] : INFO : Epoch 1843 | loss: 0.0311027 | val_loss: 0.0311494 | Time: 2006.85 ms
[2021-05-18 18:06:28 main:574] : INFO : Epoch 1844 | loss: 0.0311016 | val_loss: 0.0311496 | Time: 2015.64 ms
[2021-05-18 18:06:30 main:574] : INFO : Epoch 1845 | loss: 0.0311033 | val_loss: 0.0311545 | Time: 1998.19 ms
[2021-05-18 18:06:32 main:574] : INFO : Epoch 1846 | loss: 0.0311089 | val_loss: 0.0311624 | Time: 2019.13 ms
[2021-05-18 18:06:34 main:574] : INFO : Epoch 1847 | loss: 0.0311198 | val_loss: 0.0311533 | Time: 2016.16 ms
[2021-05-18 18:06:37 main:574] : INFO : Epoch 1848 | loss: 0.0311168 | val_loss: 0.0311481 | Time: 2013 ms
[2021-05-18 18:06:39 main:574] : INFO : Epoch 1849 | loss: 0.0311109 | val_loss: 0.031148 | Time: 2002.28 ms
[2021-05-18 18:06:41 main:574] : INFO : Epoch 1850 | loss: 0.0311048 | val_loss: 0.031151 | Time: 2028.55 ms
[2021-05-18 18:06:43 main:574] : INFO : Epoch 1851 | loss: 0.0311029 | val_loss: 0.03115 | Time: 2022.09 ms
[2021-05-18 18:06:45 main:574] : INFO : Epoch 1852 | loss: 0.0310994 | val_loss: 0.0311502 | Time: 2007.7 ms
[2021-05-18 18:06:47 main:574] : INFO : Epoch 1853 | loss: 0.0310983 | val_loss: 0.0311418 | Time: 2025.32 ms
[2021-05-18 18:06:49 main:574] : INFO : Epoch 1854 | loss: 0.0310997 | val_loss: 0.0311431 | Time: 2009.35 ms
[2021-05-18 18:06:51 main:574] : INFO : Epoch 1855 | loss: 0.0310995 | val_loss: 0.0311467 | Time: 2012.88 ms
[2021-05-18 18:06:53 main:574] : INFO : Epoch 1856 | loss: 0.0310991 | val_loss: 0.0311486 | Time: 2009.07 ms
[2021-05-18 18:06:55 main:574] : INFO : Epoch 1857 | loss: 0.0310966 | val_loss: 0.0311433 | Time: 2007.93 ms
[2021-05-18 18:06:57 main:574] : INFO : Epoch 1858 | loss: 0.0310967 | val_loss: 0.0311479 | Time: 2012.14 ms
[2021-05-18 18:07:00 main:574] : INFO : Epoch 1859 | loss: 0.0310939 | val_loss: 0.0311491 | Time: 2015.03 ms
[2021-05-18 18:07:02 main:574] : INFO : Epoch 1860 | loss: 0.031092 | val_loss: 0.031146 | Time: 2001.69 ms
[2021-05-18 18:07:04 main:574] : INFO : Epoch 1861 | loss: 0.0310905 | val_loss: 0.0311431 | Time: 2042.55 ms
[2021-05-18 18:07:06 main:574] : INFO : Epoch 1862 | loss: 0.0310925 | val_loss: 0.0311583 | Time: 1996.04 ms
[2021-05-18 18:07:08 main:574] : INFO : Epoch 1863 | loss: 0.0310932 | val_loss: 0.0311514 | Time: 1997.29 ms
[2021-05-18 18:07:10 main:574] : INFO : Epoch 1864 | loss: 0.031092 | val_loss: 0.0311518 | Time: 2003.48 ms
[2021-05-18 18:07:12 main:574] : INFO : Epoch 1865 | loss: 0.0310907 | val_loss: 0.0311509 | Time: 2265.91 ms
[2021-05-18 18:07:14 main:574] : INFO : Epoch 1866 | loss: 0.0310883 | val_loss: 0.0311497 | Time: 2063.62 ms
[2021-05-18 18:07:16 main:574] : INFO : Epoch 1867 | loss: 0.0310881 | val_loss: 0.031159 | Time: 2016.71 ms
[2021-05-18 18:07:19 main:574] : INFO : Epoch 1868 | loss: 0.0310883 | val_loss: 0.0311516 | Time: 2016.85 ms
[2021-05-18 18:07:21 main:574] : INFO : Epoch 1869 | loss: 0.0310896 | val_loss: 0.0311488 | Time: 2027.97 ms
[2021-05-18 18:07:23 main:574] : INFO : Epoch 1870 | loss: 0.0310918 | val_loss: 0.0311549 | Time: 2006.55 ms
[2021-05-18 18:07:25 main:574] : INFO : Epoch 1871 | loss: 0.0310892 | val_loss: 0.0311507 | Time: 2023.15 ms
[2021-05-18 18:07:27 main:574] : INFO : Epoch 1872 | loss: 0.0310896 | val_loss: 0.0311467 | Time: 2032.96 ms
[2021-05-18 18:07:29 main:574] : INFO : Epoch 1873 | loss: 0.0310892 | val_loss: 0.0311502 | Time: 2012.14 ms
[2021-05-18 18:07:31 main:574] : INFO : Epoch 1874 | loss: 0.0310863 | val_loss: 0.0311535 | Time: 2004.75 ms
[2021-05-18 18:07:33 main:574] : INFO : Epoch 1875 | loss: 0.0310879 | val_loss: 0.0311458 | Time: 2027.06 ms
[2021-05-18 18:07:35 main:574] : INFO : Epoch 1876 | loss: 0.0310901 | val_loss: 0.0311504 | Time: 2022.33 ms
[2021-05-18 18:07:37 main:574] : INFO : Epoch 1877 | loss: 0.0310856 | val_loss: 0.0311483 | Time: 2022.12 ms
[2021-05-18 18:07:39 main:574] : INFO : Epoch 1878 | loss: 0.0310845 | val_loss: 0.0311523 | Time: 1999.31 ms
[2021-05-18 18:07:42 main:574] : INFO : Epoch 1879 | loss: 0.0310837 | val_loss: 0.0311487 | Time: 2033.1 ms
[2021-05-18 18:07:44 main:574] : INFO : Epoch 1880 | loss: 0.0310828 | val_loss: 0.0311443 | Time: 2005.61 ms
[2021-05-18 18:07:46 main:574] : INFO : Epoch 1881 | loss: 0.0310851 | val_loss: 0.0311547 | Time: 2004.57 ms
[2021-05-18 18:07:48 main:574] : INFO : Epoch 1882 | loss: 0.0310883 | val_loss: 0.0311479 | Time: 1990.98 ms
[2021-05-18 18:07:50 main:574] : INFO : Epoch 1883 | loss: 0.031096 | val_loss: 0.031146 | Time: 2009.98 ms
[2021-05-18 18:07:52 main:574] : INFO : Epoch 1884 | loss: 0.0311005 | val_loss: 0.0311444 | Time: 2010.11 ms
[2021-05-18 18:07:54 main:574] : INFO : Epoch 1885 | loss: 0.0310949 | val_loss: 0.0311469 | Time: 1995.54 ms
[2021-05-18 18:07:56 main:574] : INFO : Epoch 1886 | loss: 0.0310912 | val_loss: 0.031151 | Time: 2007.09 ms
[2021-05-18 18:07:58 main:574] : INFO : Epoch 1887 | loss: 0.0310859 | val_loss: 0.0311504 | Time: 1999.51 ms
[2021-05-18 18:08:00 main:574] : INFO : Epoch 1888 | loss: 0.0310855 | val_loss: 0.0311498 | Time: 2014.1 ms
[2021-05-18 18:08:02 main:574] : INFO : Epoch 1889 | loss: 0.0310856 | val_loss: 0.0311443 | Time: 1994.86 ms
[2021-05-18 18:08:04 main:574] : INFO : Epoch 1890 | loss: 0.0310844 | val_loss: 0.0311558 | Time: 2018.74 ms
[2021-05-18 18:08:06 main:574] : INFO : Epoch 1891 | loss: 0.031085 | val_loss: 0.0311484 | Time: 2006.16 ms
[2021-05-18 18:08:09 main:574] : INFO : Epoch 1892 | loss: 0.031089 | val_loss: 0.0311596 | Time: 1993.58 ms
[2021-05-18 18:08:11 main:574] : INFO : Epoch 1893 | loss: 0.031094 | val_loss: 0.0311599 | Time: 2003.18 ms
[2021-05-18 18:08:13 main:574] : INFO : Epoch 1894 | loss: 0.0310967 | val_loss: 0.031156 | Time: 2013.61 ms
[2021-05-18 18:08:15 main:574] : INFO : Epoch 1895 | loss: 0.0310984 | val_loss: 0.0311641 | Time: 2002.93 ms
[2021-05-18 18:08:17 main:574] : INFO : Epoch 1896 | loss: 0.0310958 | val_loss: 0.0311629 | Time: 2010.83 ms
[2021-05-18 18:08:19 main:574] : INFO : Epoch 1897 | loss: 0.0310916 | val_loss: 0.0311568 | Time: 2008.24 ms
[2021-05-18 18:08:21 main:574] : INFO : Epoch 1898 | loss: 0.0310908 | val_loss: 0.0311466 | Time: 2004.99 ms
[2021-05-18 18:08:23 main:574] : INFO : Epoch 1899 | loss: 0.0310897 | val_loss: 0.0311567 | Time: 2009.66 ms
[2021-05-18 18:08:25 main:574] : INFO : Epoch 1900 | loss: 0.0310868 | val_loss: 0.0311605 | Time: 2009.8 ms
[2021-05-18 18:08:27 main:574] : INFO : Epoch 1901 | loss: 0.0310882 | val_loss: 0.0311632 | Time: 2014.31 ms
[2021-05-18 18:08:29 main:574] : INFO : Epoch 1902 | loss: 0.0310888 | val_loss: 0.0311694 | Time: 2009.87 ms
[2021-05-18 18:08:32 main:574] : INFO : Epoch 1903 | loss: 0.0310954 | val_loss: 0.0311526 | Time: 2013.31 ms
[2021-05-18 18:08:34 main:574] : INFO : Epoch 1904 | loss: 0.0310964 | val_loss: 0.0311564 | Time: 2009.93 ms
[2021-05-18 18:08:36 main:574] : INFO : Epoch 1905 | loss: 0.0310928 | val_loss: 0.0311595 | Time: 1989.04 ms
[2021-05-18 18:08:38 main:574] : INFO : Epoch 1906 | loss: 0.0310891 | val_loss: 0.0311597 | Time: 2009.14 ms
[2021-05-18 18:08:40 main:574] : INFO : Epoch 1907 | loss: 0.0310884 | val_loss: 0.0311585 | Time: 2011.72 ms
[2021-05-18 18:08:42 main:574] : INFO : Epoch 1908 | loss: 0.0310952 | val_loss: 0.0311608 | Time: 2010.22 ms
[2021-05-18 18:08:44 main:574] : INFO : Epoch 1909 | loss: 0.0311074 | val_loss: 0.0311623 | Time: 2013.57 ms
[2021-05-18 18:08:46 main:574] : INFO : Epoch 1910 | loss: 0.0311022 | val_loss: 0.0311549 | Time: 2035.72 ms
[2021-05-18 18:08:48 main:574] : INFO : Epoch 1911 | loss: 0.0310958 | val_loss: 0.0311572 | Time: 2002.78 ms
[2021-05-18 18:08:50 main:574] : INFO : Epoch 1912 | loss: 0.0310927 | val_loss: 0.031162 | Time: 1998.36 ms
[2021-05-18 18:08:52 main:574] : INFO : Epoch 1913 | loss: 0.0310943 | val_loss: 0.0311609 | Time: 2006.75 ms
[2021-05-18 18:08:54 main:574] : INFO : Epoch 1914 | loss: 0.0310938 | val_loss: 0.03116 | Time: 1995.13 ms
[2021-05-18 18:08:57 main:574] : INFO : Epoch 1915 | loss: 0.0310926 | val_loss: 0.0311603 | Time: 2045.94 ms
[2021-05-18 18:08:59 main:574] : INFO : Epoch 1916 | loss: 0.031094 | val_loss: 0.0311592 | Time: 1992.56 ms
[2021-05-18 18:09:01 main:574] : INFO : Epoch 1917 | loss: 0.0310954 | val_loss: 0.0311546 | Time: 2012.3 ms
[2021-05-18 18:09:03 main:574] : INFO : Epoch 1918 | loss: 0.03109 | val_loss: 0.0311638 | Time: 2015.85 ms
[2021-05-18 18:09:05 main:574] : INFO : Epoch 1919 | loss: 0.0310888 | val_loss: 0.0311597 | Time: 1997.26 ms
[2021-05-18 18:09:07 main:574] : INFO : Epoch 1920 | loss: 0.031088 | val_loss: 0.0311626 | Time: 2078.72 ms
[2021-05-18 18:09:09 main:574] : INFO : Epoch 1921 | loss: 0.031088 | val_loss: 0.0311551 | Time: 2101.09 ms
[2021-05-18 18:09:11 main:574] : INFO : Epoch 1922 | loss: 0.0310895 | val_loss: 0.0311717 | Time: 2024.75 ms
[2021-05-18 18:09:13 main:574] : INFO : Epoch 1923 | loss: 0.0310863 | val_loss: 0.0311587 | Time: 2009.07 ms
[2021-05-18 18:09:16 main:574] : INFO : Epoch 1924 | loss: 0.0310914 | val_loss: 0.0311577 | Time: 2011.41 ms
[2021-05-18 18:09:18 main:574] : INFO : Epoch 1925 | loss: 0.0310889 | val_loss: 0.0311598 | Time: 2003.4 ms
[2021-05-18 18:09:20 main:574] : INFO : Epoch 1926 | loss: 0.0310863 | val_loss: 0.031154 | Time: 2001.22 ms
[2021-05-18 18:09:22 main:574] : INFO : Epoch 1927 | loss: 0.0310867 | val_loss: 0.031164 | Time: 2004.37 ms
[2021-05-18 18:09:24 main:574] : INFO : Epoch 1928 | loss: 0.0310901 | val_loss: 0.0311572 | Time: 2022.98 ms
[2021-05-18 18:09:26 main:574] : INFO : Epoch 1929 | loss: 0.0310906 | val_loss: 0.0311624 | Time: 2027.85 ms
[2021-05-18 18:09:28 main:574] : INFO : Epoch 1930 | loss: 0.0310925 | val_loss: 0.0311572 | Time: 1999.39 ms
[2021-05-18 18:09:30 main:574] : INFO : Epoch 1931 | loss: 0.0310917 | val_loss: 0.0311685 | Time: 2009.92 ms
[2021-05-18 18:09:32 main:574] : INFO : Epoch 1932 | loss: 0.0310893 | val_loss: 0.031165 | Time: 2006.76 ms
[2021-05-18 18:09:34 main:574] : INFO : Epoch 1933 | loss: 0.0310884 | val_loss: 0.0311592 | Time: 2005.25 ms
[2021-05-18 18:09:36 main:574] : INFO : Epoch 1934 | loss: 0.0310899 | val_loss: 0.031166 | Time: 2011.34 ms
[2021-05-18 18:09:38 main:574] : INFO : Epoch 1935 | loss: 0.0310875 | val_loss: 0.0311614 | Time: 2023.35 ms
[2021-05-18 18:09:41 main:574] : INFO : Epoch 1936 | loss: 0.031087 | val_loss: 0.0311617 | Time: 2000.61 ms
[2021-05-18 18:09:43 main:574] : INFO : Epoch 1937 | loss: 0.0310908 | val_loss: 0.0311584 | Time: 1997.46 ms
[2021-05-18 18:09:45 main:574] : INFO : Epoch 1938 | loss: 0.0310891 | val_loss: 0.0311575 | Time: 1994.15 ms
[2021-05-18 18:09:47 main:574] : INFO : Epoch 1939 | loss: 0.0310868 | val_loss: 0.0311672 | Time: 1999.84 ms
[2021-05-18 18:09:49 main:574] : INFO : Epoch 1940 | loss: 0.0310963 | val_loss: 0.0311571 | Time: 2012.25 ms
[2021-05-18 18:09:51 main:574] : INFO : Epoch 1941 | loss: 0.0311053 | val_loss: 0.031156 | Time: 2008.1 ms
[2021-05-18 18:09:53 main:574] : INFO : Epoch 1942 | loss: 0.0311019 | val_loss: 0.0311627 | Time: 2023.41 ms
[2021-05-18 18:09:55 main:574] : INFO : Epoch 1943 | loss: 0.0310994 | val_loss: 0.0311544 | Time: 2014.08 ms
[2021-05-18 18:09:57 main:574] : INFO : Epoch 1944 | loss: 0.0310968 | val_loss: 0.0311577 | Time: 2030.3 ms
[2021-05-18 18:09:59 main:574] : INFO : Epoch 1945 | loss: 0.0311037 | val_loss: 0.0311581 | Time: 1997.08 ms
[2021-05-18 18:10:01 main:574] : INFO : Epoch 1946 | loss: 0.0311044 | val_loss: 0.0311535 | Time: 2010.71 ms
[2021-05-18 18:10:04 main:574] : INFO : Epoch 1947 | loss: 0.0310987 | val_loss: 0.0311599 | Time: 2038.68 ms
[2021-05-18 18:10:06 main:574] : INFO : Epoch 1948 | loss: 0.031097 | val_loss: 0.0311498 | Time: 1997.14 ms
[2021-05-18 18:10:08 main:574] : INFO : Epoch 1949 | loss: 0.0310956 | val_loss: 0.0311565 | Time: 2010.54 ms
[2021-05-18 18:10:10 main:574] : INFO : Epoch 1950 | loss: 0.0310936 | val_loss: 0.03115 | Time: 2014.51 ms
[2021-05-18 18:10:12 main:574] : INFO : Epoch 1951 | loss: 0.0310923 | val_loss: 0.0311516 | Time: 2015.19 ms
[2021-05-18 18:10:14 main:574] : INFO : Epoch 1952 | loss: 0.031093 | val_loss: 0.0311578 | Time: 2012.76 ms
[2021-05-18 18:10:16 main:574] : INFO : Epoch 1953 | loss: 0.0310966 | val_loss: 0.0311623 | Time: 2024.95 ms
[2021-05-18 18:10:18 main:574] : INFO : Epoch 1954 | loss: 0.0310921 | val_loss: 0.0311594 | Time: 1988.92 ms
[2021-05-18 18:10:20 main:574] : INFO : Epoch 1955 | loss: 0.031089 | val_loss: 0.0311583 | Time: 2015.1 ms
[2021-05-18 18:10:22 main:574] : INFO : Epoch 1956 | loss: 0.0310958 | val_loss: 0.0311598 | Time: 2011.65 ms
[2021-05-18 18:10:25 main:574] : INFO : Epoch 1957 | loss: 0.0310948 | val_loss: 0.0311552 | Time: 1994.69 ms
[2021-05-18 18:10:27 main:574] : INFO : Epoch 1958 | loss: 0.0310981 | val_loss: 0.0311552 | Time: 2001.97 ms
[2021-05-18 18:10:29 main:574] : INFO : Epoch 1959 | loss: 0.0311015 | val_loss: 0.0311553 | Time: 2007.39 ms
[2021-05-18 18:10:31 main:574] : INFO : Epoch 1960 | loss: 0.0310966 | val_loss: 0.0311555 | Time: 1995.47 ms
[2021-05-18 18:10:33 main:574] : INFO : Epoch 1961 | loss: 0.0310983 | val_loss: 0.0311503 | Time: 2035.32 ms
[2021-05-18 18:10:35 main:574] : INFO : Epoch 1962 | loss: 0.0310935 | val_loss: 0.0311463 | Time: 2039.94 ms
[2021-05-18 18:10:37 main:574] : INFO : Epoch 1963 | loss: 0.0310942 | val_loss: 0.031159 | Time: 1993.36 ms
[2021-05-18 18:10:39 main:574] : INFO : Epoch 1964 | loss: 0.0310985 | val_loss: 0.0311524 | Time: 2010.95 ms
[2021-05-18 18:10:41 main:574] : INFO : Epoch 1965 | loss: 0.0310952 | val_loss: 0.0311476 | Time: 2015.72 ms
[2021-05-18 18:10:43 main:574] : INFO : Epoch 1966 | loss: 0.0310913 | val_loss: 0.0311541 | Time: 2001.82 ms
[2021-05-18 18:10:45 main:574] : INFO : Epoch 1967 | loss: 0.0310894 | val_loss: 0.0311571 | Time: 2002.82 ms
[2021-05-18 18:10:47 main:574] : INFO : Epoch 1968 | loss: 0.031087 | val_loss: 0.0311501 | Time: 2010.55 ms
[2021-05-18 18:10:49 main:574] : INFO : Epoch 1969 | loss: 0.0310874 | val_loss: 0.0311522 | Time: 2003.21 ms
[2021-05-18 18:10:51 main:574] : INFO : Epoch 1970 | loss: 0.031087 | val_loss: 0.0311503 | Time: 2003.31 ms
[2021-05-18 18:10:54 main:574] : INFO : Epoch 1971 | loss: 0.0310913 | val_loss: 0.0311624 | Time: 2016.43 ms
[2021-05-18 18:10:56 main:574] : INFO : Epoch 1972 | loss: 0.0310887 | val_loss: 0.0311553 | Time: 2027.95 ms
[2021-05-18 18:10:58 main:574] : INFO : Epoch 1973 | loss: 0.0310955 | val_loss: 0.0311494 | Time: 2026.41 ms
[2021-05-18 18:11:00 main:574] : INFO : Epoch 1974 | loss: 0.0310957 | val_loss: 0.0311509 | Time: 2032.16 ms
[2021-05-18 18:11:02 main:574] : INFO : Epoch 1975 | loss: 0.0310927 | val_loss: 0.0311614 | Time: 2028.79 ms
[2021-05-18 18:11:04 main:574] : INFO : Epoch 1976 | loss: 0.031091 | val_loss: 0.0311608 | Time: 2004.32 ms
[2021-05-18 18:11:06 main:574] : INFO : Epoch 1977 | loss: 0.031088 | val_loss: 0.0311541 | Time: 2030.93 ms
[2021-05-18 18:11:08 main:574] : INFO : Epoch 1978 | loss: 0.0310862 | val_loss: 0.0311615 | Time: 1997.07 ms
[2021-05-18 18:11:10 main:574] : INFO : Epoch 1979 | loss: 0.0310849 | val_loss: 0.0311542 | Time: 2010.6 ms
[2021-05-18 18:11:13 main:574] : INFO : Epoch 1980 | loss: 0.0310833 | val_loss: 0.0311575 | Time: 2004.59 ms
[2021-05-18 18:11:15 main:574] : INFO : Epoch 1981 | loss: 0.0310925 | val_loss: 0.0311463 | Time: 1998.12 ms
[2021-05-18 18:11:17 main:574] : INFO : Epoch 1982 | loss: 0.0310927 | val_loss: 0.0311573 | Time: 1999.62 ms
[2021-05-18 18:11:19 main:574] : INFO : Epoch 1983 | loss: 0.0310897 | val_loss: 0.0311511 | Time: 2002.16 ms
[2021-05-18 18:11:21 main:574] : INFO : Epoch 1984 | loss: 0.0310991 | val_loss: 0.0311555 | Time: 1990.69 ms
[2021-05-18 18:11:23 main:574] : INFO : Epoch 1985 | loss: 0.0311001 | val_loss: 0.0311571 | Time: 1985.05 ms
[2021-05-18 18:11:25 main:574] : INFO : Epoch 1986 | loss: 0.0310945 | val_loss: 0.0311812 | Time: 2021.19 ms
[2021-05-18 18:11:27 main:574] : INFO : Epoch 1987 | loss: 0.0318587 | val_loss: 0.0319204 | Time: 2009.66 ms
[2021-05-18 18:11:29 main:574] : INFO : Epoch 1988 | loss: 0.0348893 | val_loss: 0.0320097 | Time: 2011.81 ms
[2021-05-18 18:11:31 main:574] : INFO : Epoch 1989 | loss: 0.0315492 | val_loss: 0.0313549 | Time: 1999.31 ms
[2021-05-18 18:11:33 main:574] : INFO : Epoch 1990 | loss: 0.0312565 | val_loss: 0.0312047 | Time: 2041.78 ms
[2021-05-18 18:11:35 main:574] : INFO : Epoch 1991 | loss: 0.0311988 | val_loss: 0.0311851 | Time: 2019.79 ms
[2021-05-18 18:11:37 main:574] : INFO : Epoch 1992 | loss: 0.0311865 | val_loss: 0.0311808 | Time: 1993.11 ms
[2021-05-18 18:11:39 main:574] : INFO : Epoch 1993 | loss: 0.0311826 | val_loss: 0.0311799 | Time: 2016.42 ms
[2021-05-18 18:11:42 main:574] : INFO : Epoch 1994 | loss: 0.0311814 | val_loss: 0.0311792 | Time: 2050.82 ms
[2021-05-18 18:11:44 main:574] : INFO : Epoch 1995 | loss: 0.03118 | val_loss: 0.0311786 | Time: 2140.18 ms
[2021-05-18 18:11:46 main:574] : INFO : Epoch 1996 | loss: 0.031179 | val_loss: 0.03118 | Time: 2009.67 ms
[2021-05-18 18:11:48 main:574] : INFO : Epoch 1997 | loss: 0.0311781 | val_loss: 0.0311785 | Time: 2018.84 ms
[2021-05-18 18:11:50 main:574] : INFO : Epoch 1998 | loss: 0.0311756 | val_loss: 0.0311771 | Time: 1991.58 ms
[2021-05-18 18:11:52 main:574] : INFO : Epoch 1999 | loss: 0.0311754 | val_loss: 0.0311761 | Time: 2014.26 ms
[2021-05-18 18:11:54 main:574] : INFO : Epoch 2000 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 2022.23 ms
[2021-05-18 18:11:56 main:574] : INFO : Epoch 2001 | loss: 0.0311738 | val_loss: 0.0311798 | Time: 2008.62 ms
[2021-05-18 18:11:59 main:574] : INFO : Epoch 2002 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 2006.94 ms
[2021-05-18 18:12:01 main:574] : INFO : Epoch 2003 | loss: 0.0311715 | val_loss: 0.0311758 | Time: 2012 ms
[2021-05-18 18:12:03 main:574] : INFO : Epoch 2004 | loss: 0.0311709 | val_loss: 0.0311755 | Time: 1998.34 ms
[2021-05-18 18:12:05 main:574] : INFO : Epoch 2005 | loss: 0.0311709 | val_loss: 0.0311756 | Time: 1994.66 ms
[2021-05-18 18:12:07 main:574] : INFO : Epoch 2006 | loss: 0.0311706 | val_loss: 0.0311748 | Time: 1991.34 ms
[2021-05-18 18:12:09 main:574] : INFO : Epoch 2007 | loss: 0.0311688 | val_loss: 0.0311731 | Time: 1990.08 ms
[2021-05-18 18:12:11 main:574] : INFO : Epoch 2008 | loss: 0.0311681 | val_loss: 0.0311742 | Time: 2014.31 ms
[2021-05-18 18:12:13 main:574] : INFO : Epoch 2009 | loss: 0.0311665 | val_loss: 0.0311716 | Time: 2008.07 ms
[2021-05-18 18:12:15 main:574] : INFO : Epoch 2010 | loss: 0.0311664 | val_loss: 0.0311703 | Time: 2001.51 ms
[2021-05-18 18:12:17 main:574] : INFO : Epoch 2011 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 2009.24 ms
[2021-05-18 18:12:19 main:574] : INFO : Epoch 2012 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 2010.15 ms
[2021-05-18 18:12:21 main:574] : INFO : Epoch 2013 | loss: 0.0311645 | val_loss: 0.0311734 | Time: 1999.91 ms
[2021-05-18 18:12:23 main:574] : INFO : Epoch 2014 | loss: 0.0311616 | val_loss: 0.031167 | Time: 2013.27 ms
[2021-05-18 18:12:26 main:574] : INFO : Epoch 2015 | loss: 0.0311576 | val_loss: 0.031162 | Time: 2003.88 ms
[2021-05-18 18:12:28 main:574] : INFO : Epoch 2016 | loss: 0.0311551 | val_loss: 0.0311574 | Time: 2020.71 ms
[2021-05-18 18:12:30 main:574] : INFO : Epoch 2017 | loss: 0.0311494 | val_loss: 0.0311587 | Time: 1998.28 ms
[2021-05-18 18:12:32 main:574] : INFO : Epoch 2018 | loss: 0.031147 | val_loss: 0.0311563 | Time: 2022.96 ms
[2021-05-18 18:12:34 main:574] : INFO : Epoch 2019 | loss: 0.0311418 | val_loss: 0.0311532 | Time: 2012.51 ms
[2021-05-18 18:12:36 main:574] : INFO : Epoch 2020 | loss: 0.0311406 | val_loss: 0.0311559 | Time: 2008.27 ms
[2021-05-18 18:12:38 main:574] : INFO : Epoch 2021 | loss: 0.0311381 | val_loss: 0.0311548 | Time: 2015.26 ms
[2021-05-18 18:12:40 main:574] : INFO : Epoch 2022 | loss: 0.0311356 | val_loss: 0.0311538 | Time: 1990.69 ms
[2021-05-18 18:12:42 main:574] : INFO : Epoch 2023 | loss: 0.0311345 | val_loss: 0.0311566 | Time: 1987.32 ms
[2021-05-18 18:12:44 main:574] : INFO : Epoch 2024 | loss: 0.0311372 | val_loss: 0.0311557 | Time: 2004.65 ms
[2021-05-18 18:12:46 main:574] : INFO : Epoch 2025 | loss: 0.0311319 | val_loss: 0.0311585 | Time: 2010.36 ms
[2021-05-18 18:12:48 main:574] : INFO : Epoch 2026 | loss: 0.0311313 | val_loss: 0.0311583 | Time: 2004.48 ms
[2021-05-18 18:12:50 main:574] : INFO : Epoch 2027 | loss: 0.0311294 | val_loss: 0.0311551 | Time: 1991.68 ms
[2021-05-18 18:12:53 main:574] : INFO : Epoch 2028 | loss: 0.0311265 | val_loss: 0.0311528 | Time: 2004.96 ms
[2021-05-18 18:12:55 main:574] : INFO : Epoch 2029 | loss: 0.031125 | val_loss: 0.0311568 | Time: 2013.8 ms
[2021-05-18 18:12:57 main:574] : INFO : Epoch 2030 | loss: 0.0311237 | val_loss: 0.0311526 | Time: 2007.32 ms
[2021-05-18 18:12:59 main:574] : INFO : Epoch 2031 | loss: 0.0311232 | val_loss: 0.0311531 | Time: 2006.93 ms
[2021-05-18 18:13:01 main:574] : INFO : Epoch 2032 | loss: 0.0311224 | val_loss: 0.0311574 | Time: 2032.72 ms
[2021-05-18 18:13:03 main:574] : INFO : Epoch 2033 | loss: 0.0311202 | val_loss: 0.031159 | Time: 2050.91 ms
[2021-05-18 18:13:05 main:574] : INFO : Epoch 2034 | loss: 0.0311184 | val_loss: 0.0311558 | Time: 2032.02 ms
[2021-05-18 18:13:07 main:574] : INFO : Epoch 2035 | loss: 0.0311203 | val_loss: 0.031162 | Time: 2024.8 ms
[2021-05-18 18:13:09 main:574] : INFO : Epoch 2036 | loss: 0.0311185 | val_loss: 0.0311552 | Time: 1999.81 ms
[2021-05-18 18:13:11 main:574] : INFO : Epoch 2037 | loss: 0.0311182 | val_loss: 0.0311571 | Time: 2007.68 ms
[2021-05-18 18:13:13 main:574] : INFO : Epoch 2038 | loss: 0.0311194 | val_loss: 0.0311644 | Time: 2002.67 ms
[2021-05-18 18:13:16 main:574] : INFO : Epoch 2039 | loss: 0.0311204 | val_loss: 0.0311567 | Time: 2033.12 ms
[2021-05-18 18:13:18 main:574] : INFO : Epoch 2040 | loss: 0.0311192 | val_loss: 0.0311584 | Time: 2002.35 ms
[2021-05-18 18:13:20 main:574] : INFO : Epoch 2041 | loss: 0.0311167 | val_loss: 0.0311576 | Time: 2012.82 ms
[2021-05-18 18:13:22 main:574] : INFO : Epoch 2042 | loss: 0.0311178 | val_loss: 0.0311492 | Time: 2008.18 ms
[2021-05-18 18:13:24 main:574] : INFO : Epoch 2043 | loss: 0.0311155 | val_loss: 0.0311558 | Time: 2021.39 ms
[2021-05-18 18:13:26 main:574] : INFO : Epoch 2044 | loss: 0.0311151 | val_loss: 0.0311585 | Time: 2019.76 ms
[2021-05-18 18:13:28 main:574] : INFO : Epoch 2045 | loss: 0.0311158 | val_loss: 0.0311554 | Time: 2009.1 ms
[2021-05-18 18:13:30 main:574] : INFO : Epoch 2046 | loss: 0.0311155 | val_loss: 0.0311528 | Time: 2001.62 ms
[2021-05-18 18:13:32 main:574] : INFO : Epoch 2047 | loss: 0.0311157 | val_loss: 0.0311592 | Time: 2006.18 ms
[2021-05-18 18:13:34 main:574] : INFO : Epoch 2048 | loss: 0.0311153 | val_loss: 0.0311506 | Time: 1998.99 ms
[2021-05-18 18:13:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311506
[2021-05-18 18:13:34 main:603] : INFO : Saving end state to config to file
[2021-05-18 18:13:34 main:608] : INFO : Success, exiting..
18:13:34 (1732): 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)