Task 3318145
| Name | ParityModified-1608176670-26068-0_0 |
| Workunit | 1585074 |
| Created | 17 Dec 2020, 3:44:31 UTC |
| Sent | 18 Dec 2020, 17:38:26 UTC |
| Report deadline | 26 Dec 2020, 17:38:26 UTC |
| Received | 19 Dec 2020, 5:48:16 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 1 hours 8 min 12 sec |
| CPU time | 1 hours 8 min 7 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0309719 | val_loss: 0.0313627 | Time: 2001.25 ms
[2020-12-19 00:31:04 main:581] : INFO : Epoch 1539 | loss: 0.0309829 | val_loss: 0.031299 | Time: 2001.96 ms
[2020-12-19 00:31:06 main:581] : INFO : Epoch 1540 | loss: 0.0310217 | val_loss: 0.031318 | Time: 2000.63 ms
[2020-12-19 00:31:08 main:581] : INFO : Epoch 1541 | loss: 0.030998 | val_loss: 0.0313025 | Time: 1992.6 ms
[2020-12-19 00:31:10 main:581] : INFO : Epoch 1542 | loss: 0.0309845 | val_loss: 0.0313436 | Time: 1998.92 ms
[2020-12-19 00:31:12 main:581] : INFO : Epoch 1543 | loss: 0.0309829 | val_loss: 0.0313279 | Time: 1994.35 ms
[2020-12-19 00:31:14 main:581] : INFO : Epoch 1544 | loss: 0.0309816 | val_loss: 0.0313322 | Time: 2002.04 ms
[2020-12-19 00:31:16 main:581] : INFO : Epoch 1545 | loss: 0.0309822 | val_loss: 0.031323 | Time: 1995.99 ms
[2020-12-19 00:31:18 main:581] : INFO : Epoch 1546 | loss: 0.03098 | val_loss: 0.0313679 | Time: 2001.5 ms
[2020-12-19 00:31:20 main:581] : INFO : Epoch 1547 | loss: 0.030986 | val_loss: 0.0312848 | Time: 1999.14 ms
[2020-12-19 00:31:22 main:581] : INFO : Epoch 1548 | loss: 0.030991 | val_loss: 0.031331 | Time: 1999.2 ms
[2020-12-19 00:31:24 main:581] : INFO : Epoch 1549 | loss: 0.0309824 | val_loss: 0.0313025 | Time: 1992.7 ms
[2020-12-19 00:31:26 main:581] : INFO : Epoch 1550 | loss: 0.0309758 | val_loss: 0.031331 | Time: 1999.97 ms
[2020-12-19 00:31:28 main:581] : INFO : Epoch 1551 | loss: 0.0309748 | val_loss: 0.0313535 | Time: 2006.84 ms
[2020-12-19 00:31:30 main:581] : INFO : Epoch 1552 | loss: 0.0309777 | val_loss: 0.0313501 | Time: 1993.3 ms
[2020-12-19 00:31:32 main:581] : INFO : Epoch 1553 | loss: 0.0309891 | val_loss: 0.0313281 | Time: 2003.43 ms
[2020-12-19 00:31:34 main:581] : INFO : Epoch 1554 | loss: 0.0309863 | val_loss: 0.0313279 | Time: 2000.59 ms
[2020-12-19 00:31:36 main:581] : INFO : Epoch 1555 | loss: 0.0309978 | val_loss: 0.0313169 | Time: 2000.93 ms
[2020-12-19 00:31:38 main:581] : INFO : Epoch 1556 | loss: 0.0309891 | val_loss: 0.03138 | Time: 2003.37 ms
[2020-12-19 00:31:40 main:581] : INFO : Epoch 1557 | loss: 0.0309954 | val_loss: 0.0313112 | Time: 1992.27 ms
[2020-12-19 00:31:42 main:581] : INFO : Epoch 1558 | loss: 0.0309853 | val_loss: 0.0313297 | Time: 2001.44 ms
[2020-12-19 00:31:44 main:581] : INFO : Epoch 1559 | loss: 0.0309888 | val_loss: 0.0312955 | Time: 2007.85 ms
[2020-12-19 00:31:46 main:581] : INFO : Epoch 1560 | loss: 0.0309803 | val_loss: 0.0313151 | Time: 1992.59 ms
[2020-12-19 00:31:48 main:581] : INFO : Epoch 1561 | loss: 0.0309873 | val_loss: 0.0313395 | Time: 1991.26 ms
[2020-12-19 00:31:50 main:581] : INFO : Epoch 1562 | loss: 0.0309916 | val_loss: 0.0313308 | Time: 1999.91 ms
[2020-12-19 00:31:52 main:581] : INFO : Epoch 1563 | loss: 0.0310146 | val_loss: 0.0312982 | Time: 2001.55 ms
[2020-12-19 00:31:54 main:581] : INFO : Epoch 1564 | loss: 0.0309988 | val_loss: 0.0313203 | Time: 1995.04 ms
[2020-12-19 00:31:56 main:581] : INFO : Epoch 1565 | loss: 0.0309808 | val_loss: 0.0313184 | Time: 2002.15 ms
[2020-12-19 00:31:58 main:581] : INFO : Epoch 1566 | loss: 0.0309771 | val_loss: 0.0313265 | Time: 1992.48 ms
[2020-12-19 00:32:00 main:581] : INFO : Epoch 1567 | loss: 0.0309772 | val_loss: 0.0313166 | Time: 1998.69 ms
[2020-12-19 00:32:02 main:581] : INFO : Epoch 1568 | loss: 0.0309813 | val_loss: 0.0313382 | Time: 2005.9 ms
[2020-12-19 00:32:04 main:581] : INFO : Epoch 1569 | loss: 0.0309819 | val_loss: 0.0313182 | Time: 1993.89 ms
[2020-12-19 00:32:06 main:581] : INFO : Epoch 1570 | loss: 0.0309798 | val_loss: 0.0313298 | Time: 2000.27 ms
[2020-12-19 00:32:08 main:581] : INFO : Epoch 1571 | loss: 0.0309778 | val_loss: 0.0313315 | Time: 1999.59 ms
[2020-12-19 00:32:10 main:581] : INFO : Epoch 1572 | loss: 0.0309712 | val_loss: 0.0313625 | Time: 1994.56 ms
[2020-12-19 00:32:12 main:581] : INFO : Epoch 1573 | loss: 0.0309763 | val_loss: 0.0313329 | Time: 1991.83 ms
[2020-12-19 00:32:14 main:581] : INFO : Epoch 1574 | loss: 0.0309721 | val_loss: 0.0313503 | Time: 1999.76 ms
[2020-12-19 00:32:16 main:581] : INFO : Epoch 1575 | loss: 0.0309796 | val_loss: 0.0313235 | Time: 1996.27 ms
[2020-12-19 00:32:18 main:581] : INFO : Epoch 1576 | loss: 0.030977 | val_loss: 0.031345 | Time: 2002.03 ms
[2020-12-19 00:32:20 main:581] : INFO : Epoch 1577 | loss: 0.0309824 | val_loss: 0.031329 | Time: 1999.09 ms
[2020-12-19 00:32:22 main:581] : INFO : Epoch 1578 | loss: 0.0309831 | val_loss: 0.0313255 | Time: 2000.27 ms
[2020-12-19 00:32:24 main:581] : INFO : Epoch 1579 | loss: 0.0309863 | val_loss: 0.0312926 | Time: 2000.01 ms
[2020-12-19 00:32:26 main:581] : INFO : Epoch 1580 | loss: 0.0309977 | val_loss: 0.0313039 | Time: 2000.98 ms
[2020-12-19 00:32:28 main:581] : INFO : Epoch 1581 | loss: 0.0309802 | val_loss: 0.0313705 | Time: 1996.22 ms
[2020-12-19 00:32:30 main:581] : INFO : Epoch 1582 | loss: 0.0309755 | val_loss: 0.0313431 | Time: 2001.2 ms
[2020-12-19 00:32:32 main:581] : INFO : Epoch 1583 | loss: 0.0309754 | val_loss: 0.0313193 | Time: 1999.8 ms
[2020-12-19 00:32:34 main:581] : INFO : Epoch 1584 | loss: 0.0309761 | val_loss: 0.0313193 | Time: 1998.56 ms
[2020-12-19 00:32:36 main:581] : INFO : Epoch 1585 | loss: 0.0309723 | val_loss: 0.0313447 | Time: 2001.03 ms
[2020-12-19 00:32:38 main:581] : INFO : Epoch 1586 | loss: 0.0309734 | val_loss: 0.0313153 | Time: 1993.14 ms
[2020-12-19 00:32:40 main:581] : INFO : Epoch 1587 | loss: 0.0309762 | val_loss: 0.0313537 | Time: 1999.61 ms
[2020-12-19 00:32:42 main:581] : INFO : Epoch 1588 | loss: 0.0309853 | val_loss: 0.0312903 | Time: 1993.05 ms
[2020-12-19 00:32:44 main:581] : INFO : Epoch 1589 | loss: 0.0309949 | val_loss: 0.0313169 | Time: 2002 ms
[2020-12-19 00:32:46 main:581] : INFO : Epoch 1590 | loss: 0.0309853 | val_loss: 0.0313155 | Time: 1992.51 ms
[2020-12-19 00:32:48 main:581] : INFO : Epoch 1591 | loss: 0.0309781 | val_loss: 0.0313091 | Time: 2001.11 ms
[2020-12-19 00:32:50 main:581] : INFO : Epoch 1592 | loss: 0.0309746 | val_loss: 0.0313029 | Time: 2001.84 ms
[2020-12-19 00:32:52 main:581] : INFO : Epoch 1593 | loss: 0.0309876 | val_loss: 0.0313505 | Time: 2000.93 ms
[2020-12-19 00:32:54 main:581] : INFO : Epoch 1594 | loss: 0.030994 | val_loss: 0.0313133 | Time: 1992.72 ms
[2020-12-19 00:32:56 main:581] : INFO : Epoch 1595 | loss: 0.0309862 | val_loss: 0.0313381 | Time: 2009.89 ms
[2020-12-19 00:32:58 main:581] : INFO : Epoch 1596 | loss: 0.0309833 | val_loss: 0.0313648 | Time: 2001.36 ms
[2020-12-19 00:33:00 main:581] : INFO : Epoch 1597 | loss: 0.0309801 | val_loss: 0.0313256 | Time: 1999.67 ms
[2020-12-19 00:33:02 main:581] : INFO : Epoch 1598 | loss: 0.0309743 | val_loss: 0.0313588 | Time: 2001.84 ms
[2020-12-19 00:33:04 main:581] : INFO : Epoch 1599 | loss: 0.0309675 | val_loss: 0.0313284 | Time: 1998.12 ms
[2020-12-19 00:33:06 main:581] : INFO : Epoch 1600 | loss: 0.0309813 | val_loss: 0.0313412 | Time: 1990.03 ms
[2020-12-19 00:33:08 main:581] : INFO : Epoch 1601 | loss: 0.0309872 | val_loss: 0.0313376 | Time: 1992.67 ms
[2020-12-19 00:33:10 main:581] : INFO : Epoch 1602 | loss: 0.0309775 | val_loss: 0.0313419 | Time: 2003.82 ms
[2020-12-19 00:33:12 main:581] : INFO : Epoch 1603 | loss: 0.0309839 | val_loss: 0.0313013 | Time: 2001.52 ms
[2020-12-19 00:33:14 main:581] : INFO : Epoch 1604 | loss: 0.0309788 | val_loss: 0.0313372 | Time: 1997.89 ms
[2020-12-19 00:33:16 main:581] : INFO : Epoch 1605 | loss: 0.0309764 | val_loss: 0.0313026 | Time: 1991.84 ms
[2020-12-19 00:33:18 main:581] : INFO : Epoch 1606 | loss: 0.0309783 | val_loss: 0.0313126 | Time: 1992.49 ms
[2020-12-19 00:33:20 main:581] : INFO : Epoch 1607 | loss: 0.0309787 | val_loss: 0.0313894 | Time: 1999.6 ms
[2020-12-19 00:33:22 main:581] : INFO : Epoch 1608 | loss: 0.0309784 | val_loss: 0.0313084 | Time: 2003.25 ms
[2020-12-19 00:33:24 main:581] : INFO : Epoch 1609 | loss: 0.0309777 | val_loss: 0.0313356 | Time: 2006.93 ms
[2020-12-19 00:33:26 main:581] : INFO : Epoch 1610 | loss: 0.0309782 | val_loss: 0.0313497 | Time: 1993.6 ms
[2020-12-19 00:33:28 main:581] : INFO : Epoch 1611 | loss: 0.0309717 | val_loss: 0.0313094 | Time: 1999.63 ms
[2020-12-19 00:33:30 main:581] : INFO : Epoch 1612 | loss: 0.0309839 | val_loss: 0.0313586 | Time: 1990.98 ms
[2020-12-19 00:33:32 main:581] : INFO : Epoch 1613 | loss: 0.0309794 | val_loss: 0.0313348 | Time: 1999.49 ms
[2020-12-19 00:33:34 main:581] : INFO : Epoch 1614 | loss: 0.0309806 | val_loss: 0.031315 | Time: 1987.22 ms
[2020-12-19 00:33:36 main:581] : INFO : Epoch 1615 | loss: 0.0309926 | val_loss: 0.0313256 | Time: 1998.95 ms
[2020-12-19 00:33:38 main:581] : INFO : Epoch 1616 | loss: 0.0309788 | val_loss: 0.0313422 | Time: 1995.48 ms
[2020-12-19 00:33:40 main:581] : INFO : Epoch 1617 | loss: 0.0309749 | val_loss: 0.0313113 | Time: 1995.59 ms
[2020-12-19 00:33:42 main:581] : INFO : Epoch 1618 | loss: 0.0309898 | val_loss: 0.0313417 | Time: 1989.32 ms
[2020-12-19 00:33:44 main:581] : INFO : Epoch 1619 | loss: 0.0309847 | val_loss: 0.0313103 | Time: 2000.28 ms
[2020-12-19 00:33:46 main:581] : INFO : Epoch 1620 | loss: 0.0309882 | val_loss: 0.0313616 | Time: 1996.06 ms
[2020-12-19 00:33:48 main:581] : INFO : Epoch 1621 | loss: 0.0309746 | val_loss: 0.03136 | Time: 2000.79 ms
[2020-12-19 00:33:50 main:581] : INFO : Epoch 1622 | loss: 0.0309749 | val_loss: 0.0313303 | Time: 1999.43 ms
[2020-12-19 00:33:52 main:581] : INFO : Epoch 1623 | loss: 0.0309782 | val_loss: 0.031311 | Time: 1999.93 ms
[2020-12-19 00:33:54 main:581] : INFO : Epoch 1624 | loss: 0.0309842 | val_loss: 0.0313574 | Time: 1990.78 ms
[2020-12-19 00:33:56 main:581] : INFO : Epoch 1625 | loss: 0.0309772 | val_loss: 0.0313537 | Time: 2000.95 ms
[2020-12-19 00:33:58 main:581] : INFO : Epoch 1626 | loss: 0.030983 | val_loss: 0.0313125 | Time: 1994.49 ms
[2020-12-19 00:34:00 main:581] : INFO : Epoch 1627 | loss: 0.030985 | val_loss: 0.0313268 | Time: 1991.17 ms
[2020-12-19 00:34:02 main:581] : INFO : Epoch 1628 | loss: 0.0309817 | val_loss: 0.0313446 | Time: 1990.13 ms
[2020-12-19 00:34:04 main:581] : INFO : Epoch 1629 | loss: 0.0309727 | val_loss: 0.0313265 | Time: 2001.18 ms
[2020-12-19 00:34:06 main:581] : INFO : Epoch 1630 | loss: 0.030975 | val_loss: 0.0313485 | Time: 2005.6 ms
[2020-12-19 00:34:08 main:581] : INFO : Epoch 1631 | loss: 0.0309776 | val_loss: 0.031321 | Time: 2001.18 ms
[2020-12-19 00:34:10 main:581] : INFO : Epoch 1632 | loss: 0.0309821 | val_loss: 0.0313247 | Time: 1997.77 ms
[2020-12-19 00:34:12 main:581] : INFO : Epoch 1633 | loss: 0.0309766 | val_loss: 0.0313154 | Time: 2000.22 ms
[2020-12-19 00:34:14 main:581] : INFO : Epoch 1634 | loss: 0.0309764 | val_loss: 0.0313517 | Time: 2000.85 ms
[2020-12-19 00:34:16 main:581] : INFO : Epoch 1635 | loss: 0.0309723 | val_loss: 0.031289 | Time: 1999.75 ms
[2020-12-19 00:34:18 main:581] : INFO : Epoch 1636 | loss: 0.0309711 | val_loss: 0.031378 | Time: 1998.3 ms
[2020-12-19 00:34:20 main:581] : INFO : Epoch 1637 | loss: 0.0309818 | val_loss: 0.031363 | Time: 2003.97 ms
[2020-12-19 00:34:22 main:581] : INFO : Epoch 1638 | loss: 0.030976 | val_loss: 0.0313301 | Time: 1999.98 ms
[2020-12-19 00:34:24 main:581] : INFO : Epoch 1639 | loss: 0.0309803 | val_loss: 0.0313419 | Time: 1999.4 ms
[2020-12-19 00:34:26 main:581] : INFO : Epoch 1640 | loss: 0.0309791 | val_loss: 0.0313749 | Time: 1993.34 ms
[2020-12-19 00:34:28 main:581] : INFO : Epoch 1641 | loss: 0.0309847 | val_loss: 0.031315 | Time: 1999.67 ms
[2020-12-19 00:34:30 main:581] : INFO : Epoch 1642 | loss: 0.0309968 | val_loss: 0.03132 | Time: 1999.68 ms
[2020-12-19 00:34:32 main:581] : INFO : Epoch 1643 | loss: 0.0309832 | val_loss: 0.0313407 | Time: 2003.37 ms
[2020-12-19 00:34:34 main:581] : INFO : Epoch 1644 | loss: 0.0309781 | val_loss: 0.0313329 | Time: 2000.39 ms
[2020-12-19 00:34:36 main:581] : INFO : Epoch 1645 | loss: 0.0309841 | val_loss: 0.031303 | Time: 2000 ms
[2020-12-19 00:34:38 main:581] : INFO : Epoch 1646 | loss: 0.0309758 | val_loss: 0.0313204 | Time: 1995.74 ms
[2020-12-19 00:34:40 main:581] : INFO : Epoch 1647 | loss: 0.0309747 | val_loss: 0.0313406 | Time: 2001.63 ms
[2020-12-19 00:34:42 main:581] : INFO : Epoch 1648 | loss: 0.0309756 | val_loss: 0.0313396 | Time: 1994.47 ms
[2020-12-19 00:34:44 main:581] : INFO : Epoch 1649 | loss: 0.0309731 | val_loss: 0.0312983 | Time: 2007.75 ms
[2020-12-19 00:34:46 main:581] : INFO : Epoch 1650 | loss: 0.0310238 | val_loss: 0.0312562 | Time: 2001.29 ms
[2020-12-19 00:34:48 main:581] : INFO : Epoch 1651 | loss: 0.0310041 | val_loss: 0.0313226 | Time: 1993.21 ms
[2020-12-19 00:34:50 main:581] : INFO : Epoch 1652 | loss: 0.0309809 | val_loss: 0.0313253 | Time: 2002.39 ms
[2020-12-19 00:34:52 main:581] : INFO : Epoch 1653 | loss: 0.0309765 | val_loss: 0.0313103 | Time: 2001.59 ms
[2020-12-19 00:34:54 main:581] : INFO : Epoch 1654 | loss: 0.030972 | val_loss: 0.0313374 | Time: 2002.47 ms
[2020-12-19 00:34:56 main:581] : INFO : Epoch 1655 | loss: 0.0309769 | val_loss: 0.0312922 | Time: 2004.17 ms
[2020-12-19 00:34:58 main:581] : INFO : Epoch 1656 | loss: 0.0309872 | val_loss: 0.0313268 | Time: 2005.56 ms
[2020-12-19 00:35:00 main:581] : INFO : Epoch 1657 | loss: 0.0309883 | val_loss: 0.0313027 | Time: 2003.73 ms
[2020-12-19 00:35:02 main:581] : INFO : Epoch 1658 | loss: 0.0309837 | val_loss: 0.0313379 | Time: 2001.26 ms
[2020-12-19 00:35:04 main:581] : INFO : Epoch 1659 | loss: 0.0309786 | val_loss: 0.0313052 | Time: 1995.9 ms
[2020-12-19 00:35:06 main:581] : INFO : Epoch 1660 | loss: 0.0309764 | val_loss: 0.0313634 | Time: 2011.22 ms
[2020-12-19 00:35:08 main:581] : INFO : Epoch 1661 | loss: 0.0309745 | val_loss: 0.031352 | Time: 2000.3 ms
[2020-12-19 00:35:10 main:581] : INFO : Epoch 1662 | loss: 0.0309767 | val_loss: 0.0313323 | Time: 2001.84 ms
[2020-12-19 00:35:12 main:581] : INFO : Epoch 1663 | loss: 0.0309895 | val_loss: 0.0313066 | Time: 1999.27 ms
[2020-12-19 00:35:14 main:581] : INFO : Epoch 1664 | loss: 0.0309819 | val_loss: 0.0312919 | Time: 1999.01 ms
[2020-12-19 00:35:16 main:581] : INFO : Epoch 1665 | loss: 0.0309769 | val_loss: 0.0313289 | Time: 2000.73 ms
[2020-12-19 00:35:18 main:581] : INFO : Epoch 1666 | loss: 0.0309778 | val_loss: 0.0313724 | Time: 2011.06 ms
[2020-12-19 00:35:20 main:581] : INFO : Epoch 1667 | loss: 0.0309732 | val_loss: 0.0313245 | Time: 1994.37 ms
[2020-12-19 00:35:22 main:581] : INFO : Epoch 1668 | loss: 0.0309757 | val_loss: 0.0313428 | Time: 1997.23 ms
[2020-12-19 00:35:24 main:581] : INFO : Epoch 1669 | loss: 0.0309828 | val_loss: 0.0312987 | Time: 1992.63 ms
[2020-12-19 00:35:26 main:581] : INFO : Epoch 1670 | loss: 0.0309929 | val_loss: 0.0313248 | Time: 1999.31 ms
[2020-12-19 00:35:28 main:581] : INFO : Epoch 1671 | loss: 0.0309939 | val_loss: 0.0313823 | Time: 2008.78 ms
[2020-12-19 00:35:30 main:581] : INFO : Epoch 1672 | loss: 0.0309992 | val_loss: 0.0313556 | Time: 1995.08 ms
[2020-12-19 00:35:32 main:581] : INFO : Epoch 1673 | loss: 0.0309744 | val_loss: 0.0313288 | Time: 2001.76 ms
[2020-12-19 00:35:34 main:581] : INFO : Epoch 1674 | loss: 0.0309788 | val_loss: 0.0313471 | Time: 1999.06 ms
[2020-12-19 00:35:36 main:581] : INFO : Epoch 1675 | loss: 0.0309884 | val_loss: 0.031321 | Time: 1999.93 ms
[2020-12-19 00:35:38 main:581] : INFO : Epoch 1676 | loss: 0.0309909 | val_loss: 0.0313212 | Time: 2004.74 ms
[2020-12-19 00:35:40 main:581] : INFO : Epoch 1677 | loss: 0.0309814 | val_loss: 0.0313069 | Time: 1994.71 ms
[2020-12-19 00:35:42 main:581] : INFO : Epoch 1678 | loss: 0.0309811 | val_loss: 0.0313018 | Time: 1991.69 ms
[2020-12-19 00:35:44 main:581] : INFO : Epoch 1679 | loss: 0.0309919 | val_loss: 0.0313144 | Time: 2004.72 ms
[2020-12-19 00:35:46 main:581] : INFO : Epoch 1680 | loss: 0.0309825 | val_loss: 0.0313486 | Time: 2001.34 ms
[2020-12-19 00:35:48 main:581] : INFO : Epoch 1681 | loss: 0.0309736 | val_loss: 0.0312869 | Time: 2001.54 ms
[2020-12-19 00:35:50 main:581] : INFO : Epoch 1682 | loss: 0.0309766 | val_loss: 0.0313433 | Time: 2002.15 ms
[2020-12-19 00:35:52 main:581] : INFO : Epoch 1683 | loss: 0.0310046 | val_loss: 0.0312699 | Time: 1998.51 ms
[2020-12-19 00:35:54 main:581] : INFO : Epoch 1684 | loss: 0.0310141 | val_loss: 0.031321 | Time: 1994.74 ms
[2020-12-19 00:35:56 main:581] : INFO : Epoch 1685 | loss: 0.0309893 | val_loss: 0.031306 | Time: 2002.45 ms
[2020-12-19 00:35:58 main:581] : INFO : Epoch 1686 | loss: 0.030991 | val_loss: 0.0313151 | Time: 2002.33 ms
[2020-12-19 00:36:00 main:581] : INFO : Epoch 1687 | loss: 0.0309734 | val_loss: 0.0313361 | Time: 2003.37 ms
[2020-12-19 00:36:02 main:581] : INFO : Epoch 1688 | loss: 0.0309734 | val_loss: 0.0313319 | Time: 2001.46 ms
[2020-12-19 00:36:04 main:581] : INFO : Epoch 1689 | loss: 0.0309788 | val_loss: 0.0313317 | Time: 1997.85 ms
[2020-12-19 00:36:06 main:581] : INFO : Epoch 1690 | loss: 0.0309884 | val_loss: 0.0312832 | Time: 2004.2 ms
[2020-12-19 00:36:08 main:581] : INFO : Epoch 1691 | loss: 0.0309982 | val_loss: 0.0313185 | Time: 2001.69 ms
[2020-12-19 00:36:10 main:581] : INFO : Epoch 1692 | loss: 0.0309928 | val_loss: 0.0312973 | Time: 1994.27 ms
[2020-12-19 00:36:12 main:581] : INFO : Epoch 1693 | loss: 0.0309735 | val_loss: 0.0313388 | Time: 2002.7 ms
[2020-12-19 00:36:14 main:581] : INFO : Epoch 1694 | loss: 0.0309801 | val_loss: 0.0313249 | Time: 2003.65 ms
[2020-12-19 00:36:16 main:581] : INFO : Epoch 1695 | loss: 0.0310067 | val_loss: 0.0312718 | Time: 2000.22 ms
[2020-12-19 00:36:18 main:581] : INFO : Epoch 1696 | loss: 0.0310131 | val_loss: 0.0313146 | Time: 1999.99 ms
[2020-12-19 00:36:20 main:581] : INFO : Epoch 1697 | loss: 0.0309838 | val_loss: 0.0313155 | Time: 1995.49 ms
[2020-12-19 00:36:22 main:581] : INFO : Epoch 1698 | loss: 0.0309753 | val_loss: 0.0313177 | Time: 2001.05 ms
[2020-12-19 00:36:24 main:581] : INFO : Epoch 1699 | loss: 0.0309756 | val_loss: 0.0313205 | Time: 2000.07 ms
[2020-12-19 00:36:26 main:581] : INFO : Epoch 1700 | loss: 0.0309779 | val_loss: 0.0313522 | Time: 1996.15 ms
[2020-12-19 00:36:28 main:581] : INFO : Epoch 1701 | loss: 0.0309728 | val_loss: 0.0313037 | Time: 2000.98 ms
[2020-12-19 00:36:30 main:581] : INFO : Epoch 1702 | loss: 0.0309736 | val_loss: 0.0313388 | Time: 2005.29 ms
[2020-12-19 00:36:32 main:581] : INFO : Epoch 1703 | loss: 0.0309762 | val_loss: 0.0313572 | Time: 1992.49 ms
[2020-12-19 00:36:34 main:581] : INFO : Epoch 1704 | loss: 0.0309767 | val_loss: 0.0313275 | Time: 1997.47 ms
[2020-12-19 00:36:36 main:581] : INFO : Epoch 1705 | loss: 0.0309803 | val_loss: 0.0312972 | Time: 1992.74 ms
[2020-12-19 00:36:38 main:581] : INFO : Epoch 1706 | loss: 0.0309948 | val_loss: 0.0312857 | Time: 1998.99 ms
[2020-12-19 00:36:40 main:581] : INFO : Epoch 1707 | loss: 0.0309868 | val_loss: 0.0313436 | Time: 2002.92 ms
[2020-12-19 00:36:42 main:581] : INFO : Epoch 1708 | loss: 0.0309778 | val_loss: 0.0313621 | Time: 1991.74 ms
[2020-12-19 00:36:44 main:581] : INFO : Epoch 1709 | loss: 0.0309692 | val_loss: 0.0313219 | Time: 1998.5 ms
[2020-12-19 00:36:46 main:581] : INFO : Epoch 1710 | loss: 0.0309736 | val_loss: 0.031325 | Time: 2001.09 ms
[2020-12-19 00:36:48 main:581] : INFO : Epoch 1711 | loss: 0.031001 | val_loss: 0.0312873 | Time: 1992.85 ms
[2020-12-19 00:36:50 main:581] : INFO : Epoch 1712 | loss: 0.0310012 | val_loss: 0.0313253 | Time: 2001.23 ms
[2020-12-19 00:36:52 main:581] : INFO : Epoch 1713 | loss: 0.0309873 | val_loss: 0.0313284 | Time: 1998.62 ms
[2020-12-19 00:36:54 main:581] : INFO : Epoch 1714 | loss: 0.0309768 | val_loss: 0.0313145 | Time: 1995.27 ms
[2020-12-19 00:36:56 main:581] : INFO : Epoch 1715 | loss: 0.0309859 | val_loss: 0.031312 | Time: 1992.97 ms
[2020-12-19 00:36:58 main:581] : INFO : Epoch 1716 | loss: 0.0309787 | val_loss: 0.0313018 | Time: 2003.71 ms
[2020-12-19 00:37:00 main:581] : INFO : Epoch 1717 | loss: 0.0309742 | val_loss: 0.0313361 | Time: 1993.79 ms
[2020-12-19 00:37:02 main:581] : INFO : Epoch 1718 | loss: 0.030973 | val_loss: 0.0313272 | Time: 1993.19 ms
[2020-12-19 00:37:04 main:581] : INFO : Epoch 1719 | loss: 0.0309724 | val_loss: 0.0313489 | Time: 2006.58 ms
[2020-12-19 00:37:06 main:581] : INFO : Epoch 1720 | loss: 0.0309782 | val_loss: 0.0313212 | Time: 2003.26 ms
[2020-12-19 00:37:08 main:581] : INFO : Epoch 1721 | loss: 0.0309785 | val_loss: 0.031331 | Time: 2003.98 ms
[2020-12-19 00:37:10 main:581] : INFO : Epoch 1722 | loss: 0.0309974 | val_loss: 0.0312975 | Time: 1995.55 ms
[2020-12-19 00:37:12 main:581] : INFO : Epoch 1723 | loss: 0.0309973 | val_loss: 0.0313073 | Time: 1997.16 ms
[2020-12-19 00:37:14 main:581] : INFO : Epoch 1724 | loss: 0.0309806 | val_loss: 0.0313502 | Time: 2011.07 ms
[2020-12-19 00:37:16 main:581] : INFO : Epoch 1725 | loss: 0.0309815 | val_loss: 0.0312929 | Time: 1992.64 ms
[2020-12-19 00:37:18 main:581] : INFO : Epoch 1726 | loss: 0.030979 | val_loss: 0.0313452 | Time: 2001.26 ms
[2020-12-19 00:37:20 main:581] : INFO : Epoch 1727 | loss: 0.0309756 | val_loss: 0.0313304 | Time: 2001.86 ms
[2020-12-19 00:37:22 main:581] : INFO : Epoch 1728 | loss: 0.030967 | val_loss: 0.0313205 | Time: 2000.74 ms
[2020-12-19 00:37:24 main:581] : INFO : Epoch 1729 | loss: 0.0309791 | val_loss: 0.0313216 | Time: 1998.45 ms
[2020-12-19 00:37:26 main:581] : INFO : Epoch 1730 | loss: 0.0309868 | val_loss: 0.0313055 | Time: 1992.19 ms
[2020-12-19 00:37:28 main:581] : INFO : Epoch 1731 | loss: 0.0309929 | val_loss: 0.0313009 | Time: 2001.13 ms
[2020-12-19 00:37:30 main:581] : INFO : Epoch 1732 | loss: 0.0309928 | val_loss: 0.0313547 | Time: 2004.99 ms
[2020-12-19 00:37:32 main:581] : INFO : Epoch 1733 | loss: 0.0309898 | val_loss: 0.0313398 | Time: 2003.01 ms
[2020-12-19 00:37:34 main:581] : INFO : Epoch 1734 | loss: 0.0309803 | val_loss: 0.0313361 | Time: 2003.43 ms
[2020-12-19 00:37:36 main:581] : INFO : Epoch 1735 | loss: 0.0309759 | val_loss: 0.0313487 | Time: 2002.93 ms
[2020-12-19 00:37:38 main:581] : INFO : Epoch 1736 | loss: 0.0309826 | val_loss: 0.0312813 | Time: 2006.62 ms
[2020-12-19 00:37:40 main:581] : INFO : Epoch 1737 | loss: 0.0311268 | val_loss: 0.0312158 | Time: 2003.29 ms
[2020-12-19 00:37:42 main:581] : INFO : Epoch 1738 | loss: 0.0311652 | val_loss: 0.0312018 | Time: 2000.82 ms
[2020-12-19 00:37:44 main:581] : INFO : Epoch 1739 | loss: 0.0316547 | val_loss: 0.0318549 | Time: 2004.08 ms
[2020-12-19 00:37:46 main:581] : INFO : Epoch 1740 | loss: 0.0484682 | val_loss: 0.037392 | Time: 2004.08 ms
[2020-12-19 00:37:48 main:581] : INFO : Epoch 1741 | loss: 0.0502669 | val_loss: 0.0405869 | Time: 2004.04 ms
[2020-12-19 00:37:50 main:581] : INFO : Epoch 1742 | loss: 0.0341662 | val_loss: 0.0319674 | Time: 2001.07 ms
[2020-12-19 00:37:52 main:581] : INFO : Epoch 1743 | loss: 0.0314808 | val_loss: 0.0312755 | Time: 2002.58 ms
[2020-12-19 00:37:54 main:581] : INFO : Epoch 1744 | loss: 0.0312812 | val_loss: 0.031259 | Time: 1993.68 ms
[2020-12-19 00:37:56 main:581] : INFO : Epoch 1745 | loss: 0.0312568 | val_loss: 0.0312493 | Time: 2005.25 ms
[2020-12-19 00:37:58 main:581] : INFO : Epoch 1746 | loss: 0.0312496 | val_loss: 0.0312472 | Time: 2002.11 ms
[2020-12-19 00:38:00 main:581] : INFO : Epoch 1747 | loss: 0.0312467 | val_loss: 0.0312442 | Time: 2004.42 ms
[2020-12-19 00:38:02 main:581] : INFO : Epoch 1748 | loss: 0.0312448 | val_loss: 0.0312422 | Time: 2002.45 ms
[2020-12-19 00:38:04 main:581] : INFO : Epoch 1749 | loss: 0.031243 | val_loss: 0.0312402 | Time: 2002.73 ms
[2020-12-19 00:38:06 main:581] : INFO : Epoch 1750 | loss: 0.0312409 | val_loss: 0.0312378 | Time: 2000.08 ms
[2020-12-19 00:38:08 main:581] : INFO : Epoch 1751 | loss: 0.0312387 | val_loss: 0.0312351 | Time: 1997.88 ms
[2020-12-19 00:38:10 main:581] : INFO : Epoch 1752 | loss: 0.0312361 | val_loss: 0.031232 | Time: 1999.27 ms
[2020-12-19 00:38:12 main:581] : INFO : Epoch 1753 | loss: 0.0312329 | val_loss: 0.0312284 | Time: 1996.85 ms
[2020-12-19 00:38:14 main:581] : INFO : Epoch 1754 | loss: 0.0312296 | val_loss: 0.0312246 | Time: 2012.38 ms
[2020-12-19 00:38:16 main:581] : INFO : Epoch 1755 | loss: 0.0312258 | val_loss: 0.0312208 | Time: 1998.79 ms
[2020-12-19 00:38:18 main:581] : INFO : Epoch 1756 | loss: 0.0312221 | val_loss: 0.031216 | Time: 2004.12 ms
[2020-12-19 00:38:20 main:581] : INFO : Epoch 1757 | loss: 0.0312182 | val_loss: 0.0312119 | Time: 1994.04 ms
[2020-12-19 00:38:22 main:581] : INFO : Epoch 1758 | loss: 0.0312142 | val_loss: 0.031208 | Time: 2005.22 ms
[2020-12-19 00:38:24 main:581] : INFO : Epoch 1759 | loss: 0.0312107 | val_loss: 0.0312045 | Time: 1992.72 ms
[2020-12-19 00:38:26 main:581] : INFO : Epoch 1760 | loss: 0.0312076 | val_loss: 0.0312019 | Time: 2007.09 ms
[2020-12-19 00:38:28 main:581] : INFO : Epoch 1761 | loss: 0.0312052 | val_loss: 0.0311996 | Time: 1993.3 ms
[2020-12-19 00:38:30 main:581] : INFO : Epoch 1762 | loss: 0.0312034 | val_loss: 0.0311977 | Time: 2000.52 ms
[2020-12-19 00:38:32 main:581] : INFO : Epoch 1763 | loss: 0.0312015 | val_loss: 0.0311969 | Time: 2001.32 ms
[2020-12-19 00:38:34 main:581] : INFO : Epoch 1764 | loss: 0.0312011 | val_loss: 0.0311954 | Time: 1993.87 ms
[2020-12-19 00:38:36 main:581] : INFO : Epoch 1765 | loss: 0.0311992 | val_loss: 0.0311956 | Time: 2002.42 ms
[2020-12-19 00:38:38 main:581] : INFO : Epoch 1766 | loss: 0.0311982 | val_loss: 0.0311936 | Time: 1999.99 ms
[2020-12-19 00:38:40 main:581] : INFO : Epoch 1767 | loss: 0.0311966 | val_loss: 0.0311929 | Time: 2010.17 ms
[2020-12-19 00:38:42 main:581] : INFO : Epoch 1768 | loss: 0.0311957 | val_loss: 0.0311916 | Time: 1998.13 ms
[2020-12-19 00:38:44 main:581] : INFO : Epoch 1769 | loss: 0.0311944 | val_loss: 0.0311904 | Time: 2000.22 ms
[2020-12-19 00:38:46 main:581] : INFO : Epoch 1770 | loss: 0.0311937 | val_loss: 0.0311896 | Time: 2000.34 ms
[2020-12-19 00:38:48 main:581] : INFO : Epoch 1771 | loss: 0.0311927 | val_loss: 0.0311907 | Time: 2005.65 ms
[2020-12-19 00:38:50 main:581] : INFO : Epoch 1772 | loss: 0.0311927 | val_loss: 0.0311881 | Time: 1998.26 ms
[2020-12-19 00:38:52 main:581] : INFO : Epoch 1773 | loss: 0.0311917 | val_loss: 0.0311883 | Time: 1997.58 ms
[2020-12-19 00:38:54 main:581] : INFO : Epoch 1774 | loss: 0.0311906 | val_loss: 0.0311876 | Time: 2002 ms
[2020-12-19 00:38:56 main:581] : INFO : Epoch 1775 | loss: 0.0311905 | val_loss: 0.0311891 | Time: 2011.98 ms
[2020-12-19 00:38:58 main:581] : INFO : Epoch 1776 | loss: 0.0311902 | val_loss: 0.0311869 | Time: 2005.65 ms
[2020-12-19 00:39:00 main:581] : INFO : Epoch 1777 | loss: 0.0311893 | val_loss: 0.0311871 | Time: 2004.98 ms
[2020-12-19 00:39:02 main:581] : INFO : Epoch 1778 | loss: 0.031189 | val_loss: 0.0311864 | Time: 1997.26 ms
[2020-12-19 00:39:04 main:581] : INFO : Epoch 1779 | loss: 0.0311883 | val_loss: 0.0311861 | Time: 2006.29 ms
[2020-12-19 00:39:06 main:581] : INFO : Epoch 1780 | loss: 0.0311873 | val_loss: 0.0311855 | Time: 2004.4 ms
[2020-12-19 00:39:08 main:581] : INFO : Epoch 1781 | loss: 0.0311867 | val_loss: 0.0311852 | Time: 2002.58 ms
[2020-12-19 00:39:10 main:581] : INFO : Epoch 1782 | loss: 0.0311868 | val_loss: 0.0311852 | Time: 2011.27 ms
[2020-12-19 00:39:12 main:581] : INFO : Epoch 1783 | loss: 0.0311868 | val_loss: 0.0311876 | Time: 2004.26 ms
[2020-12-19 00:39:14 main:581] : INFO : Epoch 1784 | loss: 0.0311857 | val_loss: 0.031185 | Time: 1999.17 ms
[2020-12-19 00:39:16 main:581] : INFO : Epoch 1785 | loss: 0.0311854 | val_loss: 0.0311849 | Time: 2005.16 ms
[2020-12-19 00:39:18 main:581] : INFO : Epoch 1786 | loss: 0.0311846 | val_loss: 0.0311846 | Time: 2005.85 ms
[2020-12-19 00:39:20 main:581] : INFO : Epoch 1787 | loss: 0.0311844 | val_loss: 0.0311898 | Time: 2005.02 ms
[2020-12-19 00:39:22 main:581] : INFO : Epoch 1788 | loss: 0.0311841 | val_loss: 0.0311845 | Time: 1994.39 ms
[2020-12-19 00:39:24 main:581] : INFO : Epoch 1789 | loss: 0.0311836 | val_loss: 0.0311846 | Time: 1995.33 ms
[2020-12-19 00:39:26 main:581] : INFO : Epoch 1790 | loss: 0.0311836 | val_loss: 0.0311855 | Time: 2003.4 ms
[2020-12-19 00:39:28 main:581] : INFO : Epoch 1791 | loss: 0.031184 | val_loss: 0.0311846 | Time: 2008.35 ms
[2020-12-19 00:39:30 main:581] : INFO : Epoch 1792 | loss: 0.0311837 | val_loss: 0.031184 | Time: 2001.43 ms
[2020-12-19 00:39:32 main:581] : INFO : Epoch 1793 | loss: 0.0311825 | val_loss: 0.031185 | Time: 2001.97 ms
[2020-12-19 00:39:34 main:581] : INFO : Epoch 1794 | loss: 0.0311821 | val_loss: 0.0311859 | Time: 2001.53 ms
[2020-12-19 00:39:36 main:581] : INFO : Epoch 1795 | loss: 0.0311819 | val_loss: 0.0311843 | Time: 2000.81 ms
[2020-12-19 00:39:38 main:581] : INFO : Epoch 1796 | loss: 0.0311815 | val_loss: 0.0311837 | Time: 2003.78 ms
[2020-12-19 00:39:40 main:581] : INFO : Epoch 1797 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 2010.09 ms
[2020-12-19 00:39:42 main:581] : INFO : Epoch 1798 | loss: 0.0311807 | val_loss: 0.0311838 | Time: 2004.33 ms
[2020-12-19 00:39:44 main:581] : INFO : Epoch 1799 | loss: 0.0311804 | val_loss: 0.0311838 | Time: 2001.44 ms
[2020-12-19 00:39:46 main:581] : INFO : Epoch 1800 | loss: 0.0311802 | val_loss: 0.0311835 | Time: 1994.36 ms
[2020-12-19 00:39:48 main:581] : INFO : Epoch 1801 | loss: 0.0311807 | val_loss: 0.0311848 | Time: 2005.98 ms
[2020-12-19 00:39:50 main:581] : INFO : Epoch 1802 | loss: 0.0311804 | val_loss: 0.0311846 | Time: 1999.71 ms
[2020-12-19 00:39:52 main:581] : INFO : Epoch 1803 | loss: 0.0311799 | val_loss: 0.0311839 | Time: 2005.97 ms
[2020-12-19 00:39:54 main:581] : INFO : Epoch 1804 | loss: 0.0311794 | val_loss: 0.0311836 | Time: 2004.94 ms
[2020-12-19 00:39:56 main:581] : INFO : Epoch 1805 | loss: 0.0311789 | val_loss: 0.0311838 | Time: 1994.86 ms
[2020-12-19 00:39:58 main:581] : INFO : Epoch 1806 | loss: 0.0311793 | val_loss: 0.0311832 | Time: 2005.44 ms
[2020-12-19 00:40:00 main:581] : INFO : Epoch 1807 | loss: 0.0311791 | val_loss: 0.0311848 | Time: 2001.88 ms
[2020-12-19 00:40:02 main:581] : INFO : Epoch 1808 | loss: 0.0311791 | val_loss: 0.0311838 | Time: 2000.77 ms
[2020-12-19 00:40:04 main:581] : INFO : Epoch 1809 | loss: 0.0311782 | val_loss: 0.0311836 | Time: 2002.45 ms
[2020-12-19 00:40:06 main:581] : INFO : Epoch 1810 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 2000.76 ms
[2020-12-19 00:40:08 main:581] : INFO : Epoch 1811 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 1992.91 ms
[2020-12-19 00:40:10 main:581] : INFO : Epoch 1812 | loss: 0.031178 | val_loss: 0.0311839 | Time: 2010.41 ms
[2020-12-19 00:40:12 main:581] : INFO : Epoch 1813 | loss: 0.0311775 | val_loss: 0.031183 | Time: 2006.44 ms
[2020-12-19 00:40:14 main:581] : INFO : Epoch 1814 | loss: 0.0311773 | val_loss: 0.0311826 | Time: 2008.12 ms
[2020-12-19 00:40:16 main:581] : INFO : Epoch 1815 | loss: 0.0311774 | val_loss: 0.0311832 | Time: 2009.07 ms
[2020-12-19 00:40:18 main:581] : INFO : Epoch 1816 | loss: 0.0311773 | val_loss: 0.0311828 | Time: 2011.98 ms
[2020-12-19 00:40:20 main:581] : INFO : Epoch 1817 | loss: 0.0311774 | val_loss: 0.0311835 | Time: 2005.97 ms
[2020-12-19 00:40:22 main:581] : INFO : Epoch 1818 | loss: 0.0311772 | val_loss: 0.0311828 | Time: 2004.56 ms
[2020-12-19 00:40:24 main:581] : INFO : Epoch 1819 | loss: 0.0311764 | val_loss: 0.0311822 | Time: 2004.2 ms
[2020-12-19 00:40:26 main:581] : INFO : Epoch 1820 | loss: 0.0311762 | val_loss: 0.0311821 | Time: 2001.83 ms
[2020-12-19 00:40:28 main:581] : INFO : Epoch 1821 | loss: 0.0311756 | val_loss: 0.0311831 | Time: 1998.57 ms
[2020-12-19 00:40:30 main:581] : INFO : Epoch 1822 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 1993.72 ms
[2020-12-19 00:40:32 main:581] : INFO : Epoch 1823 | loss: 0.0311765 | val_loss: 0.0311843 | Time: 2010.68 ms
[2020-12-19 00:40:34 main:581] : INFO : Epoch 1824 | loss: 0.0311758 | val_loss: 0.0311832 | Time: 2003.04 ms
[2020-12-19 00:40:36 main:581] : INFO : Epoch 1825 | loss: 0.031176 | val_loss: 0.0311826 | Time: 2001.36 ms
[2020-12-19 00:40:38 main:581] : INFO : Epoch 1826 | loss: 0.0311761 | val_loss: 0.0311827 | Time: 2004.6 ms
[2020-12-19 00:40:40 main:581] : INFO : Epoch 1827 | loss: 0.0311775 | val_loss: 0.0311853 | Time: 2003.68 ms
[2020-12-19 00:40:42 main:581] : INFO : Epoch 1828 | loss: 0.0311761 | val_loss: 0.0311838 | Time: 2001.29 ms
[2020-12-19 00:40:44 main:581] : INFO : Epoch 1829 | loss: 0.0311765 | val_loss: 0.0311893 | Time: 2001.16 ms
[2020-12-19 00:40:46 main:581] : INFO : Epoch 1830 | loss: 0.0311767 | val_loss: 0.0311831 | Time: 1998.7 ms
[2020-12-19 00:40:48 main:581] : INFO : Epoch 1831 | loss: 0.0311752 | val_loss: 0.0311855 | Time: 2003.7 ms
[2020-12-19 00:40:50 main:581] : INFO : Epoch 1832 | loss: 0.0311751 | val_loss: 0.0311826 | Time: 1997.89 ms
[2020-12-19 00:40:52 main:581] : INFO : Epoch 1833 | loss: 0.0311744 | val_loss: 0.0311824 | Time: 2001.41 ms
[2020-12-19 00:40:54 main:581] : INFO : Epoch 1834 | loss: 0.0311763 | val_loss: 0.0311844 | Time: 2005.78 ms
[2020-12-19 00:40:56 main:581] : INFO : Epoch 1835 | loss: 0.0311778 | val_loss: 0.0311824 | Time: 1996.57 ms
[2020-12-19 00:40:58 main:581] : INFO : Epoch 1836 | loss: 0.0311781 | val_loss: 0.0311848 | Time: 2004.41 ms
[2020-12-19 00:41:00 main:581] : INFO : Epoch 1837 | loss: 0.0311798 | val_loss: 0.0311885 | Time: 2003.09 ms
[2020-12-19 00:41:02 main:581] : INFO : Epoch 1838 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 1995.76 ms
[2020-12-19 00:41:04 main:581] : INFO : Epoch 1839 | loss: 0.0311752 | val_loss: 0.0311823 | Time: 2006 ms
[2020-12-19 00:41:06 main:581] : INFO : Epoch 1840 | loss: 0.0311748 | val_loss: 0.031185 | Time: 2000.57 ms
[2020-12-19 00:41:08 main:581] : INFO : Epoch 1841 | loss: 0.0311745 | val_loss: 0.0311821 | Time: 2002.64 ms
[2020-12-19 00:41:10 main:581] : INFO : Epoch 1842 | loss: 0.0311743 | val_loss: 0.031182 | Time: 2004.65 ms
[2020-12-19 00:41:12 main:581] : INFO : Epoch 1843 | loss: 0.0311773 | val_loss: 0.0311865 | Time: 2009.35 ms
[2020-12-19 00:41:14 main:581] : INFO : Epoch 1844 | loss: 0.031174 | val_loss: 0.0311813 | Time: 1997.96 ms
[2020-12-19 00:41:16 main:581] : INFO : Epoch 1845 | loss: 0.0311722 | val_loss: 0.0311814 | Time: 1997.35 ms
[2020-12-19 00:41:18 main:581] : INFO : Epoch 1846 | loss: 0.0311725 | val_loss: 0.0311818 | Time: 2002.99 ms
[2020-12-19 00:41:20 main:581] : INFO : Epoch 1847 | loss: 0.0311719 | val_loss: 0.031183 | Time: 2004.88 ms
[2020-12-19 00:41:22 main:581] : INFO : Epoch 1848 | loss: 0.031171 | val_loss: 0.0311816 | Time: 1996.3 ms
[2020-12-19 00:41:24 main:581] : INFO : Epoch 1849 | loss: 0.0311711 | val_loss: 0.0311821 | Time: 2011.22 ms
[2020-12-19 00:41:26 main:581] : INFO : Epoch 1850 | loss: 0.0311712 | val_loss: 0.0311828 | Time: 1995.12 ms
[2020-12-19 00:41:28 main:581] : INFO : Epoch 1851 | loss: 0.0311723 | val_loss: 0.0311825 | Time: 2014.26 ms
[2020-12-19 00:41:30 main:581] : INFO : Epoch 1852 | loss: 0.0311708 | val_loss: 0.0311814 | Time: 2003.85 ms
[2020-12-19 00:41:32 main:581] : INFO : Epoch 1853 | loss: 0.0311706 | val_loss: 0.0311831 | Time: 1992.82 ms
[2020-12-19 00:41:34 main:581] : INFO : Epoch 1854 | loss: 0.0311704 | val_loss: 0.0311816 | Time: 2006.63 ms
[2020-12-19 00:41:36 main:581] : INFO : Epoch 1855 | loss: 0.0311707 | val_loss: 0.0311831 | Time: 2007.43 ms
[2020-12-19 00:41:38 main:581] : INFO : Epoch 1856 | loss: 0.0311705 | val_loss: 0.0311817 | Time: 1992.34 ms
[2020-12-19 00:41:40 main:581] : INFO : Epoch 1857 | loss: 0.0311705 | val_loss: 0.0311823 | Time: 2004.83 ms
[2020-12-19 00:41:42 main:581] : INFO : Epoch 1858 | loss: 0.0311704 | val_loss: 0.031183 | Time: 1995.42 ms
[2020-12-19 00:41:44 main:581] : INFO : Epoch 1859 | loss: 0.031169 | val_loss: 0.0311819 | Time: 2006.79 ms
[2020-12-19 00:41:46 main:581] : INFO : Epoch 1860 | loss: 0.0311694 | val_loss: 0.0311844 | Time: 2000.21 ms
[2020-12-19 00:41:48 main:581] : INFO : Epoch 1861 | loss: 0.0311697 | val_loss: 0.0311825 | Time: 2010.05 ms
[2020-12-19 00:41:50 main:581] : INFO : Epoch 1862 | loss: 0.0311699 | val_loss: 0.0311834 | Time: 2005.14 ms
[2020-12-19 00:41:52 main:581] : INFO : Epoch 1863 | loss: 0.0311711 | val_loss: 0.031181 | Time: 2005.17 ms
[2020-12-19 00:41:54 main:581] : INFO : Epoch 1864 | loss: 0.0311704 | val_loss: 0.0311827 | Time: 2005.68 ms
[2020-12-19 00:41:56 main:581] : INFO : Epoch 1865 | loss: 0.03117 | val_loss: 0.0311845 | Time: 2000.37 ms
[2020-12-19 00:41:58 main:581] : INFO : Epoch 1866 | loss: 0.031169 | val_loss: 0.0311824 | Time: 2003.77 ms
[2020-12-19 00:42:00 main:581] : INFO : Epoch 1867 | loss: 0.0311765 | val_loss: 0.0311821 | Time: 2010.53 ms
[2020-12-19 00:42:02 main:581] : INFO : Epoch 1868 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 2003.2 ms
[2020-12-19 00:42:04 main:581] : INFO : Epoch 1869 | loss: 0.0311788 | val_loss: 0.0311804 | Time: 2004.23 ms
[2020-12-19 00:42:06 main:581] : INFO : Epoch 1870 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 2003.52 ms
[2020-12-19 00:42:08 main:581] : INFO : Epoch 1871 | loss: 0.0311746 | val_loss: 0.0311813 | Time: 2002.31 ms
[2020-12-19 00:42:10 main:581] : INFO : Epoch 1872 | loss: 0.0311762 | val_loss: 0.0311824 | Time: 2010.09 ms
[2020-12-19 00:42:12 main:581] : INFO : Epoch 1873 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 2002.06 ms
[2020-12-19 00:42:14 main:581] : INFO : Epoch 1874 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 1997.53 ms
[2020-12-19 00:42:16 main:581] : INFO : Epoch 1875 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 2006.39 ms
[2020-12-19 00:42:18 main:581] : INFO : Epoch 1876 | loss: 0.0311729 | val_loss: 0.0311787 | Time: 1996.76 ms
[2020-12-19 00:42:20 main:581] : INFO : Epoch 1877 | loss: 0.0311721 | val_loss: 0.0311795 | Time: 2003.77 ms
[2020-12-19 00:42:22 main:581] : INFO : Epoch 1878 | loss: 0.0311715 | val_loss: 0.0311806 | Time: 2007.34 ms
[2020-12-19 00:42:24 main:581] : INFO : Epoch 1879 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 1996.96 ms
[2020-12-19 00:42:27 main:581] : INFO : Epoch 1880 | loss: 0.0311731 | val_loss: 0.031179 | Time: 2012.98 ms
[2020-12-19 00:42:29 main:581] : INFO : Epoch 1881 | loss: 0.0311722 | val_loss: 0.0311813 | Time: 2001.69 ms
[2020-12-19 00:42:31 main:581] : INFO : Epoch 1882 | loss: 0.0311727 | val_loss: 0.0311843 | Time: 2011.2 ms
[2020-12-19 00:42:33 main:581] : INFO : Epoch 1883 | loss: 0.0311717 | val_loss: 0.031181 | Time: 1992.22 ms
[2020-12-19 00:42:35 main:581] : INFO : Epoch 1884 | loss: 0.0311699 | val_loss: 0.0311774 | Time: 2001.82 ms
[2020-12-19 00:42:37 main:581] : INFO : Epoch 1885 | loss: 0.031169 | val_loss: 0.03118 | Time: 1999.03 ms
[2020-12-19 00:42:39 main:581] : INFO : Epoch 1886 | loss: 0.0311694 | val_loss: 0.0311803 | Time: 2003.85 ms
[2020-12-19 00:42:41 main:581] : INFO : Epoch 1887 | loss: 0.0311686 | val_loss: 0.031179 | Time: 2005.63 ms
[2020-12-19 00:42:43 main:581] : INFO : Epoch 1888 | loss: 0.0311683 | val_loss: 0.0311794 | Time: 1997.05 ms
[2020-12-19 00:42:45 main:581] : INFO : Epoch 1889 | loss: 0.0311695 | val_loss: 0.0311815 | Time: 2003.33 ms
[2020-12-19 00:42:47 main:581] : INFO : Epoch 1890 | loss: 0.0311694 | val_loss: 0.031181 | Time: 2002.9 ms
[2020-12-19 00:42:49 main:581] : INFO : Epoch 1891 | loss: 0.0311691 | val_loss: 0.0311791 | Time: 2002.89 ms
[2020-12-19 00:42:51 main:581] : INFO : Epoch 1892 | loss: 0.031169 | val_loss: 0.0311804 | Time: 2004.42 ms
[2020-12-19 00:42:53 main:581] : INFO : Epoch 1893 | loss: 0.0311672 | val_loss: 0.0311769 | Time: 2018.35 ms
[2020-12-19 00:42:55 main:581] : INFO : Epoch 1894 | loss: 0.0311666 | val_loss: 0.0311777 | Time: 2001.96 ms
[2020-12-19 00:42:57 main:581] : INFO : Epoch 1895 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 2015.05 ms
[2020-12-19 00:42:59 main:581] : INFO : Epoch 1896 | loss: 0.0311699 | val_loss: 0.0311782 | Time: 2006.8 ms
[2020-12-19 00:43:01 main:581] : INFO : Epoch 1897 | loss: 0.0311678 | val_loss: 0.0311781 | Time: 2000.49 ms
[2020-12-19 00:43:03 main:581] : INFO : Epoch 1898 | loss: 0.031167 | val_loss: 0.0311784 | Time: 2006.2 ms
[2020-12-19 00:43:05 main:581] : INFO : Epoch 1899 | loss: 0.0311664 | val_loss: 0.0311768 | Time: 2003.54 ms
[2020-12-19 00:43:07 main:581] : INFO : Epoch 1900 | loss: 0.0311658 | val_loss: 0.0311769 | Time: 1992.01 ms
[2020-12-19 00:43:09 main:581] : INFO : Epoch 1901 | loss: 0.031166 | val_loss: 0.0311841 | Time: 2011.16 ms
[2020-12-19 00:43:11 main:581] : INFO : Epoch 1902 | loss: 0.03117 | val_loss: 0.03118 | Time: 2014.52 ms
[2020-12-19 00:43:13 main:581] : INFO : Epoch 1903 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 2007.66 ms
[2020-12-19 00:43:15 main:581] : INFO : Epoch 1904 | loss: 0.0311671 | val_loss: 0.0311758 | Time: 2008.07 ms
[2020-12-19 00:43:17 main:581] : INFO : Epoch 1905 | loss: 0.0311659 | val_loss: 0.0311758 | Time: 2005.81 ms
[2020-12-19 00:43:19 main:581] : INFO : Epoch 1906 | loss: 0.0311661 | val_loss: 0.0311755 | Time: 1999.93 ms
[2020-12-19 00:43:21 main:581] : INFO : Epoch 1907 | loss: 0.0311645 | val_loss: 0.0311745 | Time: 2001.57 ms
[2020-12-19 00:43:23 main:581] : INFO : Epoch 1908 | loss: 0.0311652 | val_loss: 0.0311795 | Time: 2003.54 ms
[2020-12-19 00:43:25 main:581] : INFO : Epoch 1909 | loss: 0.0311669 | val_loss: 0.0311771 | Time: 1998.7 ms
[2020-12-19 00:43:27 main:581] : INFO : Epoch 1910 | loss: 0.031171 | val_loss: 0.0311751 | Time: 2006.13 ms
[2020-12-19 00:43:29 main:581] : INFO : Epoch 1911 | loss: 0.0311696 | val_loss: 0.0311758 | Time: 2004.89 ms
[2020-12-19 00:43:31 main:581] : INFO : Epoch 1912 | loss: 0.0311667 | val_loss: 0.0311747 | Time: 1999.69 ms
[2020-12-19 00:43:33 main:581] : INFO : Epoch 1913 | loss: 0.031165 | val_loss: 0.0311754 | Time: 2003.65 ms
[2020-12-19 00:43:35 main:581] : INFO : Epoch 1914 | loss: 0.0311637 | val_loss: 0.0311755 | Time: 2003.39 ms
[2020-12-19 00:43:37 main:581] : INFO : Epoch 1915 | loss: 0.0311638 | val_loss: 0.031175 | Time: 2009.85 ms
[2020-12-19 00:43:39 main:581] : INFO : Epoch 1916 | loss: 0.0311647 | val_loss: 0.031176 | Time: 2007.44 ms
[2020-12-19 00:43:41 main:581] : INFO : Epoch 1917 | loss: 0.0311658 | val_loss: 0.0311736 | Time: 2003.77 ms
[2020-12-19 00:43:43 main:581] : INFO : Epoch 1918 | loss: 0.0311653 | val_loss: 0.0311718 | Time: 2005.86 ms
[2020-12-19 00:43:45 main:581] : INFO : Epoch 1919 | loss: 0.0311641 | val_loss: 0.0311736 | Time: 2015.1 ms
[2020-12-19 00:43:47 main:581] : INFO : Epoch 1920 | loss: 0.0311636 | val_loss: 0.0311737 | Time: 2002.99 ms
[2020-12-19 00:43:49 main:581] : INFO : Epoch 1921 | loss: 0.0311635 | val_loss: 0.0311736 | Time: 2006.36 ms
[2020-12-19 00:43:51 main:581] : INFO : Epoch 1922 | loss: 0.0311628 | val_loss: 0.0311746 | Time: 2009.53 ms
[2020-12-19 00:43:53 main:581] : INFO : Epoch 1923 | loss: 0.0311637 | val_loss: 0.0311731 | Time: 2005.34 ms
[2020-12-19 00:43:55 main:581] : INFO : Epoch 1924 | loss: 0.0311647 | val_loss: 0.0311766 | Time: 2015.21 ms
[2020-12-19 00:43:57 main:581] : INFO : Epoch 1925 | loss: 0.0311662 | val_loss: 0.0311727 | Time: 2000.95 ms
[2020-12-19 00:43:59 main:581] : INFO : Epoch 1926 | loss: 0.0311631 | val_loss: 0.0311751 | Time: 2014.78 ms
[2020-12-19 00:44:01 main:581] : INFO : Epoch 1927 | loss: 0.0311639 | val_loss: 0.0311805 | Time: 2007.03 ms
[2020-12-19 00:44:03 main:581] : INFO : Epoch 1928 | loss: 0.0311619 | val_loss: 0.0311778 | Time: 2010.07 ms
[2020-12-19 00:44:05 main:581] : INFO : Epoch 1929 | loss: 0.0311621 | val_loss: 0.0311766 | Time: 2007.35 ms
[2020-12-19 00:44:07 main:581] : INFO : Epoch 1930 | loss: 0.0311598 | val_loss: 0.0311751 | Time: 2012.42 ms
[2020-12-19 00:44:09 main:581] : INFO : Epoch 1931 | loss: 0.0311595 | val_loss: 0.0311784 | Time: 2014.98 ms
[2020-12-19 00:44:11 main:581] : INFO : Epoch 1932 | loss: 0.0311588 | val_loss: 0.0311752 | Time: 2005.28 ms
[2020-12-19 00:44:13 main:581] : INFO : Epoch 1933 | loss: 0.0311585 | val_loss: 0.0311779 | Time: 2007.4 ms
[2020-12-19 00:44:15 main:581] : INFO : Epoch 1934 | loss: 0.0311606 | val_loss: 0.0311766 | Time: 1989.87 ms
[2020-12-19 00:44:17 main:581] : INFO : Epoch 1935 | loss: 0.0311606 | val_loss: 0.0311772 | Time: 1995.94 ms
[2020-12-19 00:44:19 main:581] : INFO : Epoch 1936 | loss: 0.0311592 | val_loss: 0.0311764 | Time: 2005.68 ms
[2020-12-19 00:44:21 main:581] : INFO : Epoch 1937 | loss: 0.0311593 | val_loss: 0.0311742 | Time: 2004.13 ms
[2020-12-19 00:44:23 main:581] : INFO : Epoch 1938 | loss: 0.0311573 | val_loss: 0.0311766 | Time: 2005.15 ms
[2020-12-19 00:44:25 main:581] : INFO : Epoch 1939 | loss: 0.0311571 | val_loss: 0.0311768 | Time: 2010.15 ms
[2020-12-19 00:44:27 main:581] : INFO : Epoch 1940 | loss: 0.0311592 | val_loss: 0.0311797 | Time: 2007.03 ms
[2020-12-19 00:44:29 main:581] : INFO : Epoch 1941 | loss: 0.0311654 | val_loss: 0.0311767 | Time: 2007.1 ms
[2020-12-19 00:44:31 main:581] : INFO : Epoch 1942 | loss: 0.0311605 | val_loss: 0.0311828 | Time: 2008.71 ms
[2020-12-19 00:44:33 main:581] : INFO : Epoch 1943 | loss: 0.0311593 | val_loss: 0.0311823 | Time: 2007.73 ms
[2020-12-19 00:44:35 main:581] : INFO : Epoch 1944 | loss: 0.0311576 | val_loss: 0.0311773 | Time: 1995.74 ms
[2020-12-19 00:44:37 main:581] : INFO : Epoch 1945 | loss: 0.0311559 | val_loss: 0.0311783 | Time: 1993.83 ms
[2020-12-19 00:44:39 main:581] : INFO : Epoch 1946 | loss: 0.0311559 | val_loss: 0.0311798 | Time: 2020.58 ms
[2020-12-19 00:44:41 main:581] : INFO : Epoch 1947 | loss: 0.0311679 | val_loss: 0.0311733 | Time: 2003.99 ms
[2020-12-19 00:44:43 main:581] : INFO : Epoch 1948 | loss: 0.0311767 | val_loss: 0.0311727 | Time: 1995.31 ms
[2020-12-19 00:44:45 main:581] : INFO : Epoch 1949 | loss: 0.0311753 | val_loss: 0.031172 | Time: 2005.79 ms
[2020-12-19 00:44:47 main:581] : INFO : Epoch 1950 | loss: 0.0311743 | val_loss: 0.0311698 | Time: 2003.76 ms
[2020-12-19 00:44:49 main:581] : INFO : Epoch 1951 | loss: 0.0311701 | val_loss: 0.0311702 | Time: 2013.72 ms
[2020-12-19 00:44:51 main:581] : INFO : Epoch 1952 | loss: 0.0311673 | val_loss: 0.0311714 | Time: 2008.68 ms
[2020-12-19 00:44:53 main:581] : INFO : Epoch 1953 | loss: 0.0311665 | val_loss: 0.0311692 | Time: 1944.38 ms
[2020-12-19 00:44:55 main:581] : INFO : Epoch 1954 | loss: 0.031165 | val_loss: 0.0311689 | Time: 1995.74 ms
[2020-12-19 00:44:57 main:581] : INFO : Epoch 1955 | loss: 0.0311653 | val_loss: 0.0311715 | Time: 2007.14 ms
[2020-12-19 00:44:59 main:581] : INFO : Epoch 1956 | loss: 0.0311632 | val_loss: 0.0311702 | Time: 1998.37 ms
[2020-12-19 00:45:01 main:581] : INFO : Epoch 1957 | loss: 0.0311622 | val_loss: 0.031171 | Time: 1998.86 ms
[2020-12-19 00:45:03 main:581] : INFO : Epoch 1958 | loss: 0.0311617 | val_loss: 0.0311697 | Time: 2009.64 ms
[2020-12-19 00:45:05 main:581] : INFO : Epoch 1959 | loss: 0.0311616 | val_loss: 0.0311759 | Time: 2008.46 ms
[2020-12-19 00:45:07 main:581] : INFO : Epoch 1960 | loss: 0.0311623 | val_loss: 0.0311705 | Time: 1993.92 ms
[2020-12-19 00:45:09 main:581] : INFO : Epoch 1961 | loss: 0.0311638 | val_loss: 0.0311753 | Time: 1998.52 ms
[2020-12-19 00:45:11 main:581] : INFO : Epoch 1962 | loss: 0.0311623 | val_loss: 0.0311724 | Time: 2006.57 ms
[2020-12-19 00:45:13 main:581] : INFO : Epoch 1963 | loss: 0.0311609 | val_loss: 0.0311712 | Time: 2003.76 ms
[2020-12-19 00:45:15 main:581] : INFO : Epoch 1964 | loss: 0.0311599 | val_loss: 0.0311697 | Time: 2004.98 ms
[2020-12-19 00:45:17 main:581] : INFO : Epoch 1965 | loss: 0.0311593 | val_loss: 0.0311703 | Time: 2018.67 ms
[2020-12-19 00:45:19 main:581] : INFO : Epoch 1966 | loss: 0.0311585 | val_loss: 0.0311704 | Time: 2003.95 ms
[2020-12-19 00:45:21 main:581] : INFO : Epoch 1967 | loss: 0.0311609 | val_loss: 0.0311721 | Time: 2004.12 ms
[2020-12-19 00:45:23 main:581] : INFO : Epoch 1968 | loss: 0.0311604 | val_loss: 0.0311738 | Time: 2000.97 ms
[2020-12-19 00:45:25 main:581] : INFO : Epoch 1969 | loss: 0.031157 | val_loss: 0.0311709 | Time: 1999 ms
[2020-12-19 00:45:27 main:581] : INFO : Epoch 1970 | loss: 0.0311588 | val_loss: 0.0311725 | Time: 2008.59 ms
[2020-12-19 00:45:29 main:581] : INFO : Epoch 1971 | loss: 0.0311564 | val_loss: 0.0311716 | Time: 2025.53 ms
[2020-12-19 00:45:31 main:581] : INFO : Epoch 1972 | loss: 0.0311574 | val_loss: 0.0311715 | Time: 2012.13 ms
[2020-12-19 00:45:33 main:581] : INFO : Epoch 1973 | loss: 0.0311575 | val_loss: 0.0311773 | Time: 2006.45 ms
[2020-12-19 00:45:35 main:581] : INFO : Epoch 1974 | loss: 0.0311585 | val_loss: 0.0311751 | Time: 2008.33 ms
[2020-12-19 00:45:37 main:581] : INFO : Epoch 1975 | loss: 0.0311565 | val_loss: 0.0311707 | Time: 2004.29 ms
[2020-12-19 00:45:39 main:581] : INFO : Epoch 1976 | loss: 0.0311603 | val_loss: 0.0311721 | Time: 2005.96 ms
[2020-12-19 00:45:41 main:581] : INFO : Epoch 1977 | loss: 0.0311594 | val_loss: 0.0311699 | Time: 2003.42 ms
[2020-12-19 00:45:43 main:581] : INFO : Epoch 1978 | loss: 0.0311581 | val_loss: 0.0311733 | Time: 2003.75 ms
[2020-12-19 00:45:45 main:581] : INFO : Epoch 1979 | loss: 0.0311572 | val_loss: 0.0311696 | Time: 2007.69 ms
[2020-12-19 00:45:47 main:581] : INFO : Epoch 1980 | loss: 0.0311552 | val_loss: 0.0311705 | Time: 2006.64 ms
[2020-12-19 00:45:49 main:581] : INFO : Epoch 1981 | loss: 0.031154 | val_loss: 0.0311716 | Time: 2003.92 ms
[2020-12-19 00:45:51 main:581] : INFO : Epoch 1982 | loss: 0.0311553 | val_loss: 0.0311698 | Time: 1987 ms
[2020-12-19 00:45:53 main:581] : INFO : Epoch 1983 | loss: 0.0311564 | val_loss: 0.0311773 | Time: 1996.04 ms
[2020-12-19 00:45:55 main:581] : INFO : Epoch 1984 | loss: 0.031158 | val_loss: 0.0311746 | Time: 1993.7 ms
[2020-12-19 00:45:57 main:581] : INFO : Epoch 1985 | loss: 0.0311533 | val_loss: 0.0311739 | Time: 2008.21 ms
[2020-12-19 00:45:59 main:581] : INFO : Epoch 1986 | loss: 0.0311534 | val_loss: 0.0311712 | Time: 2008.7 ms
[2020-12-19 00:46:01 main:581] : INFO : Epoch 1987 | loss: 0.0311545 | val_loss: 0.0311788 | Time: 1996.29 ms
[2020-12-19 00:46:03 main:581] : INFO : Epoch 1988 | loss: 0.0311521 | val_loss: 0.0311725 | Time: 1949.37 ms
[2020-12-19 00:46:05 main:581] : INFO : Epoch 1989 | loss: 0.0311515 | val_loss: 0.0311721 | Time: 2008.19 ms
[2020-12-19 00:46:07 main:581] : INFO : Epoch 1990 | loss: 0.0311532 | val_loss: 0.0311736 | Time: 2001.6 ms
[2020-12-19 00:46:09 main:581] : INFO : Epoch 1991 | loss: 0.0311513 | val_loss: 0.0311753 | Time: 1952.73 ms
[2020-12-19 00:46:11 main:581] : INFO : Epoch 1992 | loss: 0.0311527 | val_loss: 0.0311724 | Time: 2001.1 ms
[2020-12-19 00:46:13 main:581] : INFO : Epoch 1993 | loss: 0.0311506 | val_loss: 0.0311794 | Time: 1929.1 ms
[2020-12-19 00:46:15 main:581] : INFO : Epoch 1994 | loss: 0.0311516 | val_loss: 0.0311736 | Time: 1929.33 ms
[2020-12-19 00:46:17 main:581] : INFO : Epoch 1995 | loss: 0.0311501 | val_loss: 0.0311728 | Time: 2007.78 ms
[2020-12-19 00:46:19 main:581] : INFO : Epoch 1996 | loss: 0.0311541 | val_loss: 0.0311746 | Time: 2010.92 ms
[2020-12-19 00:46:21 main:581] : INFO : Epoch 1997 | loss: 0.0311562 | val_loss: 0.0311762 | Time: 2014.17 ms
[2020-12-19 00:46:23 main:581] : INFO : Epoch 1998 | loss: 0.0311523 | val_loss: 0.0311746 | Time: 2012.41 ms
[2020-12-19 00:46:25 main:581] : INFO : Epoch 1999 | loss: 0.0311511 | val_loss: 0.0311764 | Time: 2012.78 ms
[2020-12-19 00:46:27 main:581] : INFO : Epoch 2000 | loss: 0.0311529 | val_loss: 0.0311721 | Time: 1996.85 ms
[2020-12-19 00:46:29 main:581] : INFO : Epoch 2001 | loss: 0.0311601 | val_loss: 0.0311743 | Time: 2007.45 ms
[2020-12-19 00:46:31 main:581] : INFO : Epoch 2002 | loss: 0.0311573 | val_loss: 0.0311709 | Time: 2005.96 ms
[2020-12-19 00:46:33 main:581] : INFO : Epoch 2003 | loss: 0.0311537 | val_loss: 0.0311744 | Time: 1996.39 ms
[2020-12-19 00:46:35 main:581] : INFO : Epoch 2004 | loss: 0.0311674 | val_loss: 0.031174 | Time: 2009.52 ms
[2020-12-19 00:46:37 main:581] : INFO : Epoch 2005 | loss: 0.0311633 | val_loss: 0.031178 | Time: 2023.44 ms
[2020-12-19 00:46:39 main:581] : INFO : Epoch 2006 | loss: 0.0311603 | val_loss: 0.0311704 | Time: 1957.74 ms
[2020-12-19 00:46:41 main:581] : INFO : Epoch 2007 | loss: 0.0311555 | val_loss: 0.0311706 | Time: 1941.91 ms
[2020-12-19 00:46:43 main:581] : INFO : Epoch 2008 | loss: 0.0311552 | val_loss: 0.0311694 | Time: 1991.51 ms
[2020-12-19 00:46:45 main:581] : INFO : Epoch 2009 | loss: 0.0311545 | val_loss: 0.0311694 | Time: 2003.75 ms
[2020-12-19 00:46:47 main:581] : INFO : Epoch 2010 | loss: 0.0311531 | val_loss: 0.0311682 | Time: 2010.41 ms
[2020-12-19 00:46:49 main:581] : INFO : Epoch 2011 | loss: 0.031152 | val_loss: 0.0311705 | Time: 1998.06 ms
[2020-12-19 00:46:51 main:581] : INFO : Epoch 2012 | loss: 0.0311521 | val_loss: 0.0311745 | Time: 2003.41 ms
[2020-12-19 00:46:53 main:581] : INFO : Epoch 2013 | loss: 0.0311514 | val_loss: 0.0311698 | Time: 1994.71 ms
[2020-12-19 00:46:55 main:581] : INFO : Epoch 2014 | loss: 0.0311518 | val_loss: 0.0311766 | Time: 2003.12 ms
[2020-12-19 00:46:57 main:581] : INFO : Epoch 2015 | loss: 0.0311512 | val_loss: 0.0311723 | Time: 2006.64 ms
[2020-12-19 00:46:59 main:581] : INFO : Epoch 2016 | loss: 0.0311521 | val_loss: 0.0311712 | Time: 2015.29 ms
[2020-12-19 00:47:01 main:581] : INFO : Epoch 2017 | loss: 0.0311507 | val_loss: 0.0311802 | Time: 2003.8 ms
[2020-12-19 00:47:03 main:581] : INFO : Epoch 2018 | loss: 0.0311538 | val_loss: 0.0311758 | Time: 1936.32 ms
[2020-12-19 00:47:05 main:581] : INFO : Epoch 2019 | loss: 0.0311533 | val_loss: 0.0311684 | Time: 1938.68 ms
[2020-12-19 00:47:07 main:581] : INFO : Epoch 2020 | loss: 0.0311503 | val_loss: 0.0311692 | Time: 1983.3 ms
[2020-12-19 00:47:09 main:581] : INFO : Epoch 2021 | loss: 0.0311493 | val_loss: 0.0311723 | Time: 1996.95 ms
[2020-12-19 00:47:11 main:581] : INFO : Epoch 2022 | loss: 0.0311468 | val_loss: 0.0311722 | Time: 1989.18 ms
[2020-12-19 00:47:13 main:581] : INFO : Epoch 2023 | loss: 0.0311463 | val_loss: 0.0311745 | Time: 1996.16 ms
[2020-12-19 00:47:15 main:581] : INFO : Epoch 2024 | loss: 0.0311491 | val_loss: 0.0311772 | Time: 1956.72 ms
[2020-12-19 00:47:17 main:581] : INFO : Epoch 2025 | loss: 0.0311491 | val_loss: 0.031179 | Time: 2001.8 ms
[2020-12-19 00:47:19 main:581] : INFO : Epoch 2026 | loss: 0.0311461 | val_loss: 0.0311733 | Time: 1987.2 ms
[2020-12-19 00:47:21 main:581] : INFO : Epoch 2027 | loss: 0.0311448 | val_loss: 0.0311759 | Time: 1997.83 ms
[2020-12-19 00:47:23 main:581] : INFO : Epoch 2028 | loss: 0.0311477 | val_loss: 0.0311765 | Time: 2013.4 ms
[2020-12-19 00:47:25 main:581] : INFO : Epoch 2029 | loss: 0.0311471 | val_loss: 0.031175 | Time: 1986.01 ms
[2020-12-19 00:47:27 main:581] : INFO : Epoch 2030 | loss: 0.0311545 | val_loss: 0.0311729 | Time: 2007.08 ms
[2020-12-19 00:47:29 main:581] : INFO : Epoch 2031 | loss: 0.0311518 | val_loss: 0.0311745 | Time: 1999.97 ms
[2020-12-19 00:47:31 main:581] : INFO : Epoch 2032 | loss: 0.03115 | val_loss: 0.0311794 | Time: 2018.5 ms
[2020-12-19 00:47:33 main:581] : INFO : Epoch 2033 | loss: 0.0311466 | val_loss: 0.0311762 | Time: 2006.56 ms
[2020-12-19 00:47:35 main:581] : INFO : Epoch 2034 | loss: 0.0311446 | val_loss: 0.0311737 | Time: 2008.89 ms
[2020-12-19 00:47:37 main:581] : INFO : Epoch 2035 | loss: 0.0311429 | val_loss: 0.0311724 | Time: 2010.58 ms
[2020-12-19 00:47:39 main:581] : INFO : Epoch 2036 | loss: 0.0311466 | val_loss: 0.0311736 | Time: 1985.73 ms
[2020-12-19 00:47:41 main:581] : INFO : Epoch 2037 | loss: 0.031145 | val_loss: 0.0311724 | Time: 1982.82 ms
[2020-12-19 00:47:43 main:581] : INFO : Epoch 2038 | loss: 0.0311433 | val_loss: 0.0311803 | Time: 2010.06 ms
[2020-12-19 00:47:45 main:581] : INFO : Epoch 2039 | loss: 0.0311442 | val_loss: 0.0311772 | Time: 1984.95 ms
[2020-12-19 00:47:47 main:581] : INFO : Epoch 2040 | loss: 0.0311409 | val_loss: 0.0311757 | Time: 2011.94 ms
[2020-12-19 00:47:49 main:581] : INFO : Epoch 2041 | loss: 0.0311431 | val_loss: 0.0311793 | Time: 2008.4 ms
[2020-12-19 00:47:51 main:581] : INFO : Epoch 2042 | loss: 0.031142 | val_loss: 0.0311761 | Time: 2007.42 ms
[2020-12-19 00:47:53 main:581] : INFO : Epoch 2043 | loss: 0.0311385 | val_loss: 0.03118 | Time: 2006.03 ms
[2020-12-19 00:47:55 main:581] : INFO : Epoch 2044 | loss: 0.0311396 | val_loss: 0.0311787 | Time: 1988.77 ms
[2020-12-19 00:47:57 main:581] : INFO : Epoch 2045 | loss: 0.0311421 | val_loss: 0.0311789 | Time: 1983.76 ms
[2020-12-19 00:47:59 main:581] : INFO : Epoch 2046 | loss: 0.0311415 | val_loss: 0.0311793 | Time: 1953.93 ms
[2020-12-19 00:48:01 main:581] : INFO : Epoch 2047 | loss: 0.0311392 | val_loss: 0.0311785 | Time: 1982.82 ms
[2020-12-19 00:48:03 main:581] : INFO : Epoch 2048 | loss: 0.0311393 | val_loss: 0.0311849 | Time: 1990.96 ms
[2020-12-19 00:48:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311849
[2020-12-19 00:48:03 main:610] : INFO : Saving end state to config to file
[2020-12-19 00:48:03 main:615] : INFO : Success, exiting..
00:48:03 (3577583): 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)