Task 12961314
| Name | ParityModified-1647044090-27054-0_0 |
| Workunit | 10093391 |
| Created | 12 Mar 2022, 0:14:53 UTC |
| Sent | 13 Mar 2022, 16:36:20 UTC |
| Report deadline | 21 Mar 2022, 16:36:20 UTC |
| Received | 13 Mar 2022, 20:02:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10254 |
| Run time | 1 hours 9 min 39 sec |
| CPU time | 1 hours 8 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,017.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310977 | val_loss: 0.0312288 | Time: 2038.23 ms
[2022-03-13 20:44:54 main:574] : INFO : Epoch 1543 | loss: 0.031095 | val_loss: 0.0312348 | Time: 2101.02 ms
[2022-03-13 20:44:56 main:574] : INFO : Epoch 1544 | loss: 0.031094 | val_loss: 0.0312347 | Time: 2061.13 ms
[2022-03-13 20:44:58 main:574] : INFO : Epoch 1545 | loss: 0.0310939 | val_loss: 0.0312403 | Time: 1989.21 ms
[2022-03-13 20:45:00 main:574] : INFO : Epoch 1546 | loss: 0.0310978 | val_loss: 0.0312403 | Time: 1990.03 ms
[2022-03-13 20:45:02 main:574] : INFO : Epoch 1547 | loss: 0.0310939 | val_loss: 0.0312333 | Time: 2023.34 ms
[2022-03-13 20:45:04 main:574] : INFO : Epoch 1548 | loss: 0.0310941 | val_loss: 0.0312541 | Time: 1987.09 ms
[2022-03-13 20:45:06 main:574] : INFO : Epoch 1549 | loss: 0.0310969 | val_loss: 0.0312463 | Time: 2003.92 ms
[2022-03-13 20:45:08 main:574] : INFO : Epoch 1550 | loss: 0.0310931 | val_loss: 0.0312372 | Time: 1991.55 ms
[2022-03-13 20:45:10 main:574] : INFO : Epoch 1551 | loss: 0.0310908 | val_loss: 0.0312416 | Time: 2132.4 ms
[2022-03-13 20:45:12 main:574] : INFO : Epoch 1552 | loss: 0.0310879 | val_loss: 0.0312517 | Time: 2096.52 ms
[2022-03-13 20:45:14 main:574] : INFO : Epoch 1553 | loss: 0.0310879 | val_loss: 0.0312475 | Time: 1986.7 ms
[2022-03-13 20:45:16 main:574] : INFO : Epoch 1554 | loss: 0.031089 | val_loss: 0.0312511 | Time: 1997.29 ms
[2022-03-13 20:45:18 main:574] : INFO : Epoch 1555 | loss: 0.0310877 | val_loss: 0.0312388 | Time: 2001.94 ms
[2022-03-13 20:45:20 main:574] : INFO : Epoch 1556 | loss: 0.0310885 | val_loss: 0.0312449 | Time: 2011.85 ms
[2022-03-13 20:45:22 main:574] : INFO : Epoch 1557 | loss: 0.0310865 | val_loss: 0.0312448 | Time: 1984.7 ms
[2022-03-13 20:45:24 main:574] : INFO : Epoch 1558 | loss: 0.0310892 | val_loss: 0.0312536 | Time: 1968.47 ms
[2022-03-13 20:45:26 main:574] : INFO : Epoch 1559 | loss: 0.0310861 | val_loss: 0.0312567 | Time: 2085.64 ms
[2022-03-13 20:45:28 main:574] : INFO : Epoch 1560 | loss: 0.0310841 | val_loss: 0.0312502 | Time: 1975.71 ms
[2022-03-13 20:45:30 main:574] : INFO : Epoch 1561 | loss: 0.0310841 | val_loss: 0.0312412 | Time: 1981.75 ms
[2022-03-13 20:45:32 main:574] : INFO : Epoch 1562 | loss: 0.031083 | val_loss: 0.0312478 | Time: 1979.69 ms
[2022-03-13 20:45:34 main:574] : INFO : Epoch 1563 | loss: 0.0310855 | val_loss: 0.0312325 | Time: 2045.73 ms
[2022-03-13 20:45:36 main:574] : INFO : Epoch 1564 | loss: 0.0310807 | val_loss: 0.0312433 | Time: 2015.82 ms
[2022-03-13 20:45:38 main:574] : INFO : Epoch 1565 | loss: 0.0310795 | val_loss: 0.0312528 | Time: 2011.76 ms
[2022-03-13 20:45:40 main:574] : INFO : Epoch 1566 | loss: 0.0310799 | val_loss: 0.031253 | Time: 2154.72 ms
[2022-03-13 20:45:42 main:574] : INFO : Epoch 1567 | loss: 0.031083 | val_loss: 0.0312528 | Time: 2084.53 ms
[2022-03-13 20:45:45 main:574] : INFO : Epoch 1568 | loss: 0.0310782 | val_loss: 0.0312631 | Time: 2045.23 ms
[2022-03-13 20:45:47 main:574] : INFO : Epoch 1569 | loss: 0.0310785 | val_loss: 0.0312537 | Time: 2040.71 ms
[2022-03-13 20:45:49 main:574] : INFO : Epoch 1570 | loss: 0.0310809 | val_loss: 0.0312681 | Time: 2030.48 ms
[2022-03-13 20:45:51 main:574] : INFO : Epoch 1571 | loss: 0.0310808 | val_loss: 0.0312709 | Time: 2045.68 ms
[2022-03-13 20:45:53 main:574] : INFO : Epoch 1572 | loss: 0.0310763 | val_loss: 0.031273 | Time: 2008.49 ms
[2022-03-13 20:45:55 main:574] : INFO : Epoch 1573 | loss: 0.0310818 | val_loss: 0.0312609 | Time: 1980 ms
[2022-03-13 20:45:57 main:574] : INFO : Epoch 1574 | loss: 0.0310767 | val_loss: 0.0312837 | Time: 2036.78 ms
[2022-03-13 20:45:59 main:574] : INFO : Epoch 1575 | loss: 0.0310787 | val_loss: 0.0312473 | Time: 2038.4 ms
[2022-03-13 20:46:01 main:574] : INFO : Epoch 1576 | loss: 0.0310783 | val_loss: 0.031253 | Time: 1987.61 ms
[2022-03-13 20:46:03 main:574] : INFO : Epoch 1577 | loss: 0.0310761 | val_loss: 0.0312636 | Time: 2002.6 ms
[2022-03-13 20:46:05 main:574] : INFO : Epoch 1578 | loss: 0.0310759 | val_loss: 0.0312487 | Time: 2075.69 ms
[2022-03-13 20:46:07 main:574] : INFO : Epoch 1579 | loss: 0.0310766 | val_loss: 0.0312739 | Time: 2003.61 ms
[2022-03-13 20:46:09 main:574] : INFO : Epoch 1580 | loss: 0.0310766 | val_loss: 0.0312364 | Time: 2080.79 ms
[2022-03-13 20:46:11 main:574] : INFO : Epoch 1581 | loss: 0.0310836 | val_loss: 0.031278 | Time: 1986.5 ms
[2022-03-13 20:46:13 main:574] : INFO : Epoch 1582 | loss: 0.0310885 | val_loss: 0.0312836 | Time: 2038.1 ms
[2022-03-13 20:46:15 main:574] : INFO : Epoch 1583 | loss: 0.031079 | val_loss: 0.0312499 | Time: 1987.48 ms
[2022-03-13 20:46:17 main:574] : INFO : Epoch 1584 | loss: 0.0310808 | val_loss: 0.0312441 | Time: 2034.15 ms
[2022-03-13 20:46:19 main:574] : INFO : Epoch 1585 | loss: 0.0310772 | val_loss: 0.0312533 | Time: 2048.62 ms
[2022-03-13 20:46:21 main:574] : INFO : Epoch 1586 | loss: 0.0310762 | val_loss: 0.0312537 | Time: 2070.01 ms
[2022-03-13 20:46:23 main:574] : INFO : Epoch 1587 | loss: 0.0310739 | val_loss: 0.0312569 | Time: 1979.16 ms
[2022-03-13 20:46:25 main:574] : INFO : Epoch 1588 | loss: 0.0310743 | val_loss: 0.0312525 | Time: 2045.33 ms
[2022-03-13 20:46:27 main:574] : INFO : Epoch 1589 | loss: 0.0310789 | val_loss: 0.0312449 | Time: 2060.08 ms
[2022-03-13 20:46:29 main:574] : INFO : Epoch 1590 | loss: 0.031076 | val_loss: 0.0312488 | Time: 2031.76 ms
[2022-03-13 20:46:31 main:574] : INFO : Epoch 1591 | loss: 0.0310718 | val_loss: 0.0312521 | Time: 2040.51 ms
[2022-03-13 20:46:33 main:574] : INFO : Epoch 1592 | loss: 0.0310709 | val_loss: 0.0312591 | Time: 2013.32 ms
[2022-03-13 20:46:36 main:574] : INFO : Epoch 1593 | loss: 0.0310725 | val_loss: 0.0312789 | Time: 2013.95 ms
[2022-03-13 20:46:38 main:574] : INFO : Epoch 1594 | loss: 0.0310738 | val_loss: 0.0312696 | Time: 2020.59 ms
[2022-03-13 20:46:40 main:574] : INFO : Epoch 1595 | loss: 0.0310741 | val_loss: 0.0312501 | Time: 2016.57 ms
[2022-03-13 20:46:42 main:574] : INFO : Epoch 1596 | loss: 0.0310716 | val_loss: 0.031251 | Time: 2026.1 ms
[2022-03-13 20:46:44 main:574] : INFO : Epoch 1597 | loss: 0.0310744 | val_loss: 0.0312479 | Time: 1973.11 ms
[2022-03-13 20:46:46 main:574] : INFO : Epoch 1598 | loss: 0.0310769 | val_loss: 0.031247 | Time: 1955 ms
[2022-03-13 20:46:48 main:574] : INFO : Epoch 1599 | loss: 0.0310731 | val_loss: 0.0312721 | Time: 2010.38 ms
[2022-03-13 20:46:50 main:574] : INFO : Epoch 1600 | loss: 0.0310733 | val_loss: 0.0312959 | Time: 2039.82 ms
[2022-03-13 20:46:52 main:574] : INFO : Epoch 1601 | loss: 0.0310761 | val_loss: 0.0312727 | Time: 2031.96 ms
[2022-03-13 20:46:54 main:574] : INFO : Epoch 1602 | loss: 0.031076 | val_loss: 0.0312553 | Time: 2055.56 ms
[2022-03-13 20:46:56 main:574] : INFO : Epoch 1603 | loss: 0.0310739 | val_loss: 0.0312782 | Time: 2048.9 ms
[2022-03-13 20:46:58 main:574] : INFO : Epoch 1604 | loss: 0.031068 | val_loss: 0.0312794 | Time: 2029.89 ms
[2022-03-13 20:47:00 main:574] : INFO : Epoch 1605 | loss: 0.0310689 | val_loss: 0.0312559 | Time: 2034.87 ms
[2022-03-13 20:47:02 main:574] : INFO : Epoch 1606 | loss: 0.0310716 | val_loss: 0.0312744 | Time: 1986.01 ms
[2022-03-13 20:47:04 main:574] : INFO : Epoch 1607 | loss: 0.0310717 | val_loss: 0.031259 | Time: 1989.64 ms
[2022-03-13 20:47:06 main:574] : INFO : Epoch 1608 | loss: 0.0310705 | val_loss: 0.0312801 | Time: 1992.01 ms
[2022-03-13 20:47:08 main:574] : INFO : Epoch 1609 | loss: 0.0310687 | val_loss: 0.0312818 | Time: 2059.89 ms
[2022-03-13 20:47:10 main:574] : INFO : Epoch 1610 | loss: 0.031066 | val_loss: 0.03126 | Time: 2038.8 ms
[2022-03-13 20:47:12 main:574] : INFO : Epoch 1611 | loss: 0.0310677 | val_loss: 0.0312671 | Time: 2011.94 ms
[2022-03-13 20:47:14 main:574] : INFO : Epoch 1612 | loss: 0.0310682 | val_loss: 0.0312594 | Time: 2033.18 ms
[2022-03-13 20:47:16 main:574] : INFO : Epoch 1613 | loss: 0.0310733 | val_loss: 0.0312654 | Time: 2033.59 ms
[2022-03-13 20:47:18 main:574] : INFO : Epoch 1614 | loss: 0.0310691 | val_loss: 0.0312884 | Time: 2029.33 ms
[2022-03-13 20:47:20 main:574] : INFO : Epoch 1615 | loss: 0.0310667 | val_loss: 0.0312711 | Time: 2028.69 ms
[2022-03-13 20:47:22 main:574] : INFO : Epoch 1616 | loss: 0.0310718 | val_loss: 0.0312834 | Time: 1935.75 ms
[2022-03-13 20:47:24 main:574] : INFO : Epoch 1617 | loss: 0.0310709 | val_loss: 0.0312575 | Time: 2018.36 ms
[2022-03-13 20:47:26 main:574] : INFO : Epoch 1618 | loss: 0.0310707 | val_loss: 0.0312343 | Time: 1967.41 ms
[2022-03-13 20:47:28 main:574] : INFO : Epoch 1619 | loss: 0.0310739 | val_loss: 0.0312384 | Time: 1959.21 ms
[2022-03-13 20:47:30 main:574] : INFO : Epoch 1620 | loss: 0.0310701 | val_loss: 0.0312519 | Time: 1965.38 ms
[2022-03-13 20:47:32 main:574] : INFO : Epoch 1621 | loss: 0.0310667 | val_loss: 0.0312639 | Time: 1984.07 ms
[2022-03-13 20:47:34 main:574] : INFO : Epoch 1622 | loss: 0.0310672 | val_loss: 0.0312751 | Time: 2054.97 ms
[2022-03-13 20:47:36 main:574] : INFO : Epoch 1623 | loss: 0.0310692 | val_loss: 0.0312594 | Time: 2035.38 ms
[2022-03-13 20:47:38 main:574] : INFO : Epoch 1624 | loss: 0.0310696 | val_loss: 0.0312585 | Time: 1928.69 ms
[2022-03-13 20:47:40 main:574] : INFO : Epoch 1625 | loss: 0.0310678 | val_loss: 0.0312594 | Time: 2100.43 ms
[2022-03-13 20:47:42 main:574] : INFO : Epoch 1626 | loss: 0.0310685 | val_loss: 0.0312702 | Time: 2127.21 ms
[2022-03-13 20:47:44 main:574] : INFO : Epoch 1627 | loss: 0.0310674 | val_loss: 0.0312695 | Time: 2026.79 ms
[2022-03-13 20:47:46 main:574] : INFO : Epoch 1628 | loss: 0.0310795 | val_loss: 0.0312465 | Time: 1996.13 ms
[2022-03-13 20:47:48 main:574] : INFO : Epoch 1629 | loss: 0.0310735 | val_loss: 0.0312606 | Time: 2039.62 ms
[2022-03-13 20:47:50 main:574] : INFO : Epoch 1630 | loss: 0.0310709 | val_loss: 0.031262 | Time: 1993.86 ms
[2022-03-13 20:47:52 main:574] : INFO : Epoch 1631 | loss: 0.0310724 | val_loss: 0.0312559 | Time: 2011.22 ms
[2022-03-13 20:47:55 main:574] : INFO : Epoch 1632 | loss: 0.0310711 | val_loss: 0.031237 | Time: 2015.71 ms
[2022-03-13 20:47:57 main:574] : INFO : Epoch 1633 | loss: 0.0310707 | val_loss: 0.0312467 | Time: 1986.65 ms
[2022-03-13 20:47:59 main:574] : INFO : Epoch 1634 | loss: 0.0310719 | val_loss: 0.031256 | Time: 2088.87 ms
[2022-03-13 20:48:01 main:574] : INFO : Epoch 1635 | loss: 0.0310719 | val_loss: 0.0312496 | Time: 2028.47 ms
[2022-03-13 20:48:03 main:574] : INFO : Epoch 1636 | loss: 0.031071 | val_loss: 0.0312821 | Time: 1974.22 ms
[2022-03-13 20:48:05 main:574] : INFO : Epoch 1637 | loss: 0.0310678 | val_loss: 0.0312821 | Time: 2009.37 ms
[2022-03-13 20:48:07 main:574] : INFO : Epoch 1638 | loss: 0.0310707 | val_loss: 0.0312644 | Time: 2051.42 ms
[2022-03-13 20:48:09 main:574] : INFO : Epoch 1639 | loss: 0.0310689 | val_loss: 0.0312864 | Time: 2114.63 ms
[2022-03-13 20:48:11 main:574] : INFO : Epoch 1640 | loss: 0.0310642 | val_loss: 0.0312562 | Time: 2076.75 ms
[2022-03-13 20:48:13 main:574] : INFO : Epoch 1641 | loss: 0.0310621 | val_loss: 0.0312903 | Time: 2046.95 ms
[2022-03-13 20:48:15 main:574] : INFO : Epoch 1642 | loss: 0.0310661 | val_loss: 0.0312739 | Time: 2045.8 ms
[2022-03-13 20:48:17 main:574] : INFO : Epoch 1643 | loss: 0.0310641 | val_loss: 0.031272 | Time: 2187.79 ms
[2022-03-13 20:48:19 main:574] : INFO : Epoch 1644 | loss: 0.031069 | val_loss: 0.0312902 | Time: 2032.53 ms
[2022-03-13 20:48:21 main:574] : INFO : Epoch 1645 | loss: 0.0310676 | val_loss: 0.0312556 | Time: 2047.46 ms
[2022-03-13 20:48:23 main:574] : INFO : Epoch 1646 | loss: 0.0310712 | val_loss: 0.0312666 | Time: 2000.37 ms
[2022-03-13 20:48:25 main:574] : INFO : Epoch 1647 | loss: 0.0310721 | val_loss: 0.0312474 | Time: 2071.64 ms
[2022-03-13 20:48:27 main:574] : INFO : Epoch 1648 | loss: 0.0310663 | val_loss: 0.0312558 | Time: 2008.91 ms
[2022-03-13 20:48:29 main:574] : INFO : Epoch 1649 | loss: 0.0310639 | val_loss: 0.031273 | Time: 2020.56 ms
[2022-03-13 20:48:31 main:574] : INFO : Epoch 1650 | loss: 0.0310631 | val_loss: 0.0312893 | Time: 2019.7 ms
[2022-03-13 20:48:34 main:574] : INFO : Epoch 1651 | loss: 0.0310652 | val_loss: 0.0312761 | Time: 2019.7 ms
[2022-03-13 20:48:36 main:574] : INFO : Epoch 1652 | loss: 0.0310672 | val_loss: 0.0312693 | Time: 2032.07 ms
[2022-03-13 20:48:38 main:574] : INFO : Epoch 1653 | loss: 0.0310665 | val_loss: 0.0312487 | Time: 2024.4 ms
[2022-03-13 20:48:40 main:574] : INFO : Epoch 1654 | loss: 0.0310739 | val_loss: 0.031255 | Time: 2022.79 ms
[2022-03-13 20:48:42 main:574] : INFO : Epoch 1655 | loss: 0.0310663 | val_loss: 0.0312425 | Time: 2013.46 ms
[2022-03-13 20:48:44 main:574] : INFO : Epoch 1656 | loss: 0.0310644 | val_loss: 0.0312726 | Time: 2062.96 ms
[2022-03-13 20:48:46 main:574] : INFO : Epoch 1657 | loss: 0.0310614 | val_loss: 0.0312665 | Time: 2019.63 ms
[2022-03-13 20:48:48 main:574] : INFO : Epoch 1658 | loss: 0.0310606 | val_loss: 0.0312814 | Time: 2017.75 ms
[2022-03-13 20:48:50 main:574] : INFO : Epoch 1659 | loss: 0.0310673 | val_loss: 0.0312417 | Time: 1990.88 ms
[2022-03-13 20:48:52 main:574] : INFO : Epoch 1660 | loss: 0.0310633 | val_loss: 0.0312622 | Time: 2040.61 ms
[2022-03-13 20:48:54 main:574] : INFO : Epoch 1661 | loss: 0.031068 | val_loss: 0.0312858 | Time: 1981.63 ms
[2022-03-13 20:48:56 main:574] : INFO : Epoch 1662 | loss: 0.0310652 | val_loss: 0.0312535 | Time: 1989.98 ms
[2022-03-13 20:48:58 main:574] : INFO : Epoch 1663 | loss: 0.031063 | val_loss: 0.0312468 | Time: 2037.4 ms
[2022-03-13 20:49:00 main:574] : INFO : Epoch 1664 | loss: 0.0310609 | val_loss: 0.0312754 | Time: 2033.37 ms
[2022-03-13 20:49:02 main:574] : INFO : Epoch 1665 | loss: 0.0310655 | val_loss: 0.0312607 | Time: 2039.05 ms
[2022-03-13 20:49:04 main:574] : INFO : Epoch 1666 | loss: 0.0310678 | val_loss: 0.0312572 | Time: 2055.22 ms
[2022-03-13 20:49:06 main:574] : INFO : Epoch 1667 | loss: 0.0310673 | val_loss: 0.0312939 | Time: 2016.3 ms
[2022-03-13 20:49:08 main:574] : INFO : Epoch 1668 | loss: 0.0310592 | val_loss: 0.0313092 | Time: 2007.72 ms
[2022-03-13 20:49:10 main:574] : INFO : Epoch 1669 | loss: 0.0310673 | val_loss: 0.0312768 | Time: 2037.44 ms
[2022-03-13 20:49:12 main:574] : INFO : Epoch 1670 | loss: 0.031061 | val_loss: 0.0312642 | Time: 2033.81 ms
[2022-03-13 20:49:14 main:574] : INFO : Epoch 1671 | loss: 0.0310688 | val_loss: 0.0312666 | Time: 1998.24 ms
[2022-03-13 20:49:16 main:574] : INFO : Epoch 1672 | loss: 0.0310671 | val_loss: 0.0312721 | Time: 1990.91 ms
[2022-03-13 20:49:18 main:574] : INFO : Epoch 1673 | loss: 0.0310625 | val_loss: 0.031246 | Time: 2029.21 ms
[2022-03-13 20:49:20 main:574] : INFO : Epoch 1674 | loss: 0.0310603 | val_loss: 0.0312553 | Time: 2019.38 ms
[2022-03-13 20:49:22 main:574] : INFO : Epoch 1675 | loss: 0.0310634 | val_loss: 0.0312826 | Time: 2030.46 ms
[2022-03-13 20:49:24 main:574] : INFO : Epoch 1676 | loss: 0.0310663 | val_loss: 0.0312658 | Time: 2043.2 ms
[2022-03-13 20:49:26 main:574] : INFO : Epoch 1677 | loss: 0.0310739 | val_loss: 0.0312537 | Time: 2061.17 ms
[2022-03-13 20:49:28 main:574] : INFO : Epoch 1678 | loss: 0.031069 | val_loss: 0.0312614 | Time: 2041.04 ms
[2022-03-13 20:49:30 main:574] : INFO : Epoch 1679 | loss: 0.0310666 | val_loss: 0.0312556 | Time: 1994.9 ms
[2022-03-13 20:49:32 main:574] : INFO : Epoch 1680 | loss: 0.0310604 | val_loss: 0.0312611 | Time: 2021.57 ms
[2022-03-13 20:49:34 main:574] : INFO : Epoch 1681 | loss: 0.0310616 | val_loss: 0.0312811 | Time: 2024.31 ms
[2022-03-13 20:49:37 main:574] : INFO : Epoch 1682 | loss: 0.0310591 | val_loss: 0.0312751 | Time: 2023.16 ms
[2022-03-13 20:49:39 main:574] : INFO : Epoch 1683 | loss: 0.0310586 | val_loss: 0.0312711 | Time: 1989.55 ms
[2022-03-13 20:49:41 main:574] : INFO : Epoch 1684 | loss: 0.031063 | val_loss: 0.0312581 | Time: 2042.05 ms
[2022-03-13 20:49:43 main:574] : INFO : Epoch 1685 | loss: 0.0310623 | val_loss: 0.0312546 | Time: 2019.33 ms
[2022-03-13 20:49:45 main:574] : INFO : Epoch 1686 | loss: 0.0310678 | val_loss: 0.0312391 | Time: 2032.88 ms
[2022-03-13 20:49:47 main:574] : INFO : Epoch 1687 | loss: 0.0310665 | val_loss: 0.0312579 | Time: 2043.58 ms
[2022-03-13 20:49:49 main:574] : INFO : Epoch 1688 | loss: 0.0310636 | val_loss: 0.0312707 | Time: 2023.97 ms
[2022-03-13 20:49:51 main:574] : INFO : Epoch 1689 | loss: 0.0310671 | val_loss: 0.0312694 | Time: 2008.95 ms
[2022-03-13 20:49:53 main:574] : INFO : Epoch 1690 | loss: 0.0310615 | val_loss: 0.0312536 | Time: 1998.99 ms
[2022-03-13 20:49:55 main:574] : INFO : Epoch 1691 | loss: 0.0310558 | val_loss: 0.0313007 | Time: 2004.17 ms
[2022-03-13 20:49:57 main:574] : INFO : Epoch 1692 | loss: 0.0310605 | val_loss: 0.0312477 | Time: 2008.42 ms
[2022-03-13 20:49:59 main:574] : INFO : Epoch 1693 | loss: 0.031068 | val_loss: 0.0312779 | Time: 2034.48 ms
[2022-03-13 20:50:01 main:574] : INFO : Epoch 1694 | loss: 0.0310637 | val_loss: 0.0312753 | Time: 2071 ms
[2022-03-13 20:50:03 main:574] : INFO : Epoch 1695 | loss: 0.0310602 | val_loss: 0.031262 | Time: 2008.79 ms
[2022-03-13 20:50:05 main:574] : INFO : Epoch 1696 | loss: 0.031062 | val_loss: 0.031274 | Time: 2036.8 ms
[2022-03-13 20:50:07 main:574] : INFO : Epoch 1697 | loss: 0.0310604 | val_loss: 0.0312988 | Time: 1999.44 ms
[2022-03-13 20:50:09 main:574] : INFO : Epoch 1698 | loss: 0.0310619 | val_loss: 0.031265 | Time: 2049.58 ms
[2022-03-13 20:50:11 main:574] : INFO : Epoch 1699 | loss: 0.0310651 | val_loss: 0.0312572 | Time: 2100 ms
[2022-03-13 20:50:13 main:574] : INFO : Epoch 1700 | loss: 0.0310626 | val_loss: 0.0312796 | Time: 1989.67 ms
[2022-03-13 20:50:15 main:574] : INFO : Epoch 1701 | loss: 0.03106 | val_loss: 0.0312696 | Time: 2091.73 ms
[2022-03-13 20:50:17 main:574] : INFO : Epoch 1702 | loss: 0.0310566 | val_loss: 0.0312657 | Time: 2061.79 ms
[2022-03-13 20:50:19 main:574] : INFO : Epoch 1703 | loss: 0.0310609 | val_loss: 0.0312576 | Time: 1959.38 ms
[2022-03-13 20:50:21 main:574] : INFO : Epoch 1704 | loss: 0.0310608 | val_loss: 0.0312712 | Time: 2005.38 ms
[2022-03-13 20:50:23 main:574] : INFO : Epoch 1705 | loss: 0.0310712 | val_loss: 0.0312754 | Time: 2026.38 ms
[2022-03-13 20:50:25 main:574] : INFO : Epoch 1706 | loss: 0.0310624 | val_loss: 0.0312938 | Time: 2017.25 ms
[2022-03-13 20:50:27 main:574] : INFO : Epoch 1707 | loss: 0.0310606 | val_loss: 0.0312613 | Time: 2046.38 ms
[2022-03-13 20:50:29 main:574] : INFO : Epoch 1708 | loss: 0.0310613 | val_loss: 0.0312741 | Time: 1997.68 ms
[2022-03-13 20:50:32 main:574] : INFO : Epoch 1709 | loss: 0.0310575 | val_loss: 0.0312693 | Time: 2075.2 ms
[2022-03-13 20:50:34 main:574] : INFO : Epoch 1710 | loss: 0.0310539 | val_loss: 0.0312705 | Time: 2005.73 ms
[2022-03-13 20:50:36 main:574] : INFO : Epoch 1711 | loss: 0.0310562 | val_loss: 0.0312603 | Time: 1983.09 ms
[2022-03-13 20:50:38 main:574] : INFO : Epoch 1712 | loss: 0.031053 | val_loss: 0.0312433 | Time: 1966.62 ms
[2022-03-13 20:50:40 main:574] : INFO : Epoch 1713 | loss: 0.0310632 | val_loss: 0.0312687 | Time: 1988.77 ms
[2022-03-13 20:50:42 main:574] : INFO : Epoch 1714 | loss: 0.031056 | val_loss: 0.03128 | Time: 2052.59 ms
[2022-03-13 20:50:44 main:574] : INFO : Epoch 1715 | loss: 0.0310564 | val_loss: 0.0312871 | Time: 2011.2 ms
[2022-03-13 20:50:46 main:574] : INFO : Epoch 1716 | loss: 0.0310561 | val_loss: 0.0312671 | Time: 2015.58 ms
[2022-03-13 20:50:48 main:574] : INFO : Epoch 1717 | loss: 0.0310584 | val_loss: 0.0312655 | Time: 2010.99 ms
[2022-03-13 20:50:50 main:574] : INFO : Epoch 1718 | loss: 0.0310606 | val_loss: 0.0312562 | Time: 2031.65 ms
[2022-03-13 20:50:52 main:574] : INFO : Epoch 1719 | loss: 0.0310647 | val_loss: 0.0312749 | Time: 2049.11 ms
[2022-03-13 20:50:54 main:574] : INFO : Epoch 1720 | loss: 0.0310672 | val_loss: 0.031303 | Time: 1997.26 ms
[2022-03-13 20:50:56 main:574] : INFO : Epoch 1721 | loss: 0.0310664 | val_loss: 0.0312843 | Time: 2088.44 ms
[2022-03-13 20:50:58 main:574] : INFO : Epoch 1722 | loss: 0.0310673 | val_loss: 0.0312892 | Time: 2015.01 ms
[2022-03-13 20:51:00 main:574] : INFO : Epoch 1723 | loss: 0.0310647 | val_loss: 0.0312467 | Time: 2010.11 ms
[2022-03-13 20:51:02 main:574] : INFO : Epoch 1724 | loss: 0.0310636 | val_loss: 0.0312865 | Time: 2058.93 ms
[2022-03-13 20:51:04 main:574] : INFO : Epoch 1725 | loss: 0.0310645 | val_loss: 0.0312854 | Time: 2017.99 ms
[2022-03-13 20:51:06 main:574] : INFO : Epoch 1726 | loss: 0.0310639 | val_loss: 0.0312685 | Time: 2039.59 ms
[2022-03-13 20:51:08 main:574] : INFO : Epoch 1727 | loss: 0.0310599 | val_loss: 0.0312456 | Time: 2022.22 ms
[2022-03-13 20:51:10 main:574] : INFO : Epoch 1728 | loss: 0.0310655 | val_loss: 0.0312852 | Time: 2022.91 ms
[2022-03-13 20:51:12 main:574] : INFO : Epoch 1729 | loss: 0.0310597 | val_loss: 0.0313057 | Time: 2020.39 ms
[2022-03-13 20:51:14 main:574] : INFO : Epoch 1730 | loss: 0.0310629 | val_loss: 0.0312915 | Time: 2028.5 ms
[2022-03-13 20:51:16 main:574] : INFO : Epoch 1731 | loss: 0.0310591 | val_loss: 0.0312718 | Time: 2072.53 ms
[2022-03-13 20:51:18 main:574] : INFO : Epoch 1732 | loss: 0.0310587 | val_loss: 0.031255 | Time: 2068.36 ms
[2022-03-13 20:51:20 main:574] : INFO : Epoch 1733 | loss: 0.0310608 | val_loss: 0.031288 | Time: 2000.35 ms
[2022-03-13 20:51:22 main:574] : INFO : Epoch 1734 | loss: 0.0310575 | val_loss: 0.0312891 | Time: 2027.01 ms
[2022-03-13 20:51:24 main:574] : INFO : Epoch 1735 | loss: 0.0310616 | val_loss: 0.0313046 | Time: 2059.55 ms
[2022-03-13 20:51:27 main:574] : INFO : Epoch 1736 | loss: 0.0310608 | val_loss: 0.0312889 | Time: 2090.06 ms
[2022-03-13 20:51:29 main:574] : INFO : Epoch 1737 | loss: 0.0310536 | val_loss: 0.0312482 | Time: 2046.35 ms
[2022-03-13 20:51:31 main:574] : INFO : Epoch 1738 | loss: 0.0310576 | val_loss: 0.0312276 | Time: 2009.75 ms
[2022-03-13 20:51:33 main:574] : INFO : Epoch 1739 | loss: 0.0310597 | val_loss: 0.0312553 | Time: 1978.07 ms
[2022-03-13 20:51:35 main:574] : INFO : Epoch 1740 | loss: 0.0310613 | val_loss: 0.0312563 | Time: 2085.24 ms
[2022-03-13 20:51:37 main:574] : INFO : Epoch 1741 | loss: 0.0310637 | val_loss: 0.0312549 | Time: 2079.13 ms
[2022-03-13 20:51:39 main:574] : INFO : Epoch 1742 | loss: 0.0310624 | val_loss: 0.0312656 | Time: 1974.73 ms
[2022-03-13 20:51:41 main:574] : INFO : Epoch 1743 | loss: 0.0310587 | val_loss: 0.0313125 | Time: 1996.1 ms
[2022-03-13 20:51:43 main:574] : INFO : Epoch 1744 | loss: 0.0310545 | val_loss: 0.0312801 | Time: 2040.79 ms
[2022-03-13 20:51:45 main:574] : INFO : Epoch 1745 | loss: 0.0310536 | val_loss: 0.031297 | Time: 2014.07 ms
[2022-03-13 20:51:47 main:574] : INFO : Epoch 1746 | loss: 0.0310566 | val_loss: 0.031245 | Time: 1977.07 ms
[2022-03-13 20:51:49 main:574] : INFO : Epoch 1747 | loss: 0.0310556 | val_loss: 0.0312582 | Time: 2000.07 ms
[2022-03-13 20:51:51 main:574] : INFO : Epoch 1748 | loss: 0.0310552 | val_loss: 0.0312641 | Time: 2023.54 ms
[2022-03-13 20:51:53 main:574] : INFO : Epoch 1749 | loss: 0.0310614 | val_loss: 0.0312648 | Time: 2036.73 ms
[2022-03-13 20:51:55 main:574] : INFO : Epoch 1750 | loss: 0.0310574 | val_loss: 0.0312572 | Time: 2005.81 ms
[2022-03-13 20:51:57 main:574] : INFO : Epoch 1751 | loss: 0.0310549 | val_loss: 0.0312796 | Time: 2007.41 ms
[2022-03-13 20:51:59 main:574] : INFO : Epoch 1752 | loss: 0.031054 | val_loss: 0.0312559 | Time: 1962.71 ms
[2022-03-13 20:52:01 main:574] : INFO : Epoch 1753 | loss: 0.0310495 | val_loss: 0.0312753 | Time: 2055.04 ms
[2022-03-13 20:52:03 main:574] : INFO : Epoch 1754 | loss: 0.031056 | val_loss: 0.0312347 | Time: 2018.81 ms
[2022-03-13 20:52:05 main:574] : INFO : Epoch 1755 | loss: 0.0310587 | val_loss: 0.0312667 | Time: 2021.56 ms
[2022-03-13 20:52:07 main:574] : INFO : Epoch 1756 | loss: 0.0310531 | val_loss: 0.0312555 | Time: 2081.56 ms
[2022-03-13 20:52:09 main:574] : INFO : Epoch 1757 | loss: 0.0310503 | val_loss: 0.0312698 | Time: 2040.98 ms
[2022-03-13 20:52:11 main:574] : INFO : Epoch 1758 | loss: 0.0310543 | val_loss: 0.0312961 | Time: 1942.34 ms
[2022-03-13 20:52:13 main:574] : INFO : Epoch 1759 | loss: 0.0310558 | val_loss: 0.0312738 | Time: 1992.54 ms
[2022-03-13 20:52:15 main:574] : INFO : Epoch 1760 | loss: 0.0310568 | val_loss: 0.0312651 | Time: 2046.97 ms
[2022-03-13 20:52:17 main:574] : INFO : Epoch 1761 | loss: 0.0310561 | val_loss: 0.0312577 | Time: 1997.93 ms
[2022-03-13 20:52:19 main:574] : INFO : Epoch 1762 | loss: 0.0310538 | val_loss: 0.0313082 | Time: 2040.33 ms
[2022-03-13 20:52:21 main:574] : INFO : Epoch 1763 | loss: 0.0310498 | val_loss: 0.0312486 | Time: 2008.57 ms
[2022-03-13 20:52:23 main:574] : INFO : Epoch 1764 | loss: 0.0310537 | val_loss: 0.031269 | Time: 2027.11 ms
[2022-03-13 20:52:25 main:574] : INFO : Epoch 1765 | loss: 0.0310519 | val_loss: 0.0312613 | Time: 1984.78 ms
[2022-03-13 20:52:27 main:574] : INFO : Epoch 1766 | loss: 0.0310571 | val_loss: 0.0313085 | Time: 2009.97 ms
[2022-03-13 20:52:29 main:574] : INFO : Epoch 1767 | loss: 0.0310545 | val_loss: 0.031273 | Time: 2018.67 ms
[2022-03-13 20:52:31 main:574] : INFO : Epoch 1768 | loss: 0.0310583 | val_loss: 0.0312547 | Time: 2072.56 ms
[2022-03-13 20:52:34 main:574] : INFO : Epoch 1769 | loss: 0.0310549 | val_loss: 0.0312683 | Time: 2035.16 ms
[2022-03-13 20:52:36 main:574] : INFO : Epoch 1770 | loss: 0.031052 | val_loss: 0.0312609 | Time: 2026.51 ms
[2022-03-13 20:52:38 main:574] : INFO : Epoch 1771 | loss: 0.0310568 | val_loss: 0.0312768 | Time: 2006.34 ms
[2022-03-13 20:52:40 main:574] : INFO : Epoch 1772 | loss: 0.0310549 | val_loss: 0.031285 | Time: 2034.64 ms
[2022-03-13 20:52:42 main:574] : INFO : Epoch 1773 | loss: 0.0310502 | val_loss: 0.0312821 | Time: 2079.11 ms
[2022-03-13 20:52:44 main:574] : INFO : Epoch 1774 | loss: 0.0310493 | val_loss: 0.0312589 | Time: 1970.77 ms
[2022-03-13 20:52:46 main:574] : INFO : Epoch 1775 | loss: 0.0310588 | val_loss: 0.0312545 | Time: 2033.92 ms
[2022-03-13 20:52:48 main:574] : INFO : Epoch 1776 | loss: 0.0310535 | val_loss: 0.0312835 | Time: 2049.67 ms
[2022-03-13 20:52:50 main:574] : INFO : Epoch 1777 | loss: 0.0310535 | val_loss: 0.0312654 | Time: 2021.59 ms
[2022-03-13 20:52:52 main:574] : INFO : Epoch 1778 | loss: 0.0310581 | val_loss: 0.0312823 | Time: 2006.02 ms
[2022-03-13 20:52:54 main:574] : INFO : Epoch 1779 | loss: 0.0310518 | val_loss: 0.031303 | Time: 2012.38 ms
[2022-03-13 20:52:56 main:574] : INFO : Epoch 1780 | loss: 0.031046 | val_loss: 0.0312843 | Time: 2060.97 ms
[2022-03-13 20:52:58 main:574] : INFO : Epoch 1781 | loss: 0.0310442 | val_loss: 0.031272 | Time: 2037.61 ms
[2022-03-13 20:53:00 main:574] : INFO : Epoch 1782 | loss: 0.0310479 | val_loss: 0.0312932 | Time: 2010.42 ms
[2022-03-13 20:53:02 main:574] : INFO : Epoch 1783 | loss: 0.0310512 | val_loss: 0.0312704 | Time: 2018.83 ms
[2022-03-13 20:53:04 main:574] : INFO : Epoch 1784 | loss: 0.0310595 | val_loss: 0.0312385 | Time: 1981.07 ms
[2022-03-13 20:53:06 main:574] : INFO : Epoch 1785 | loss: 0.0310615 | val_loss: 0.0312275 | Time: 2036.05 ms
[2022-03-13 20:53:08 main:574] : INFO : Epoch 1786 | loss: 0.0310601 | val_loss: 0.0312363 | Time: 2023.8 ms
[2022-03-13 20:53:10 main:574] : INFO : Epoch 1787 | loss: 0.0310544 | val_loss: 0.031269 | Time: 2005.68 ms
[2022-03-13 20:53:12 main:574] : INFO : Epoch 1788 | loss: 0.0310503 | val_loss: 0.0312668 | Time: 2024.85 ms
[2022-03-13 20:53:14 main:574] : INFO : Epoch 1789 | loss: 0.031049 | val_loss: 0.0312786 | Time: 2045.62 ms
[2022-03-13 20:53:16 main:574] : INFO : Epoch 1790 | loss: 0.0310552 | val_loss: 0.0313129 | Time: 1978.56 ms
[2022-03-13 20:53:18 main:574] : INFO : Epoch 1791 | loss: 0.0310572 | val_loss: 0.0312765 | Time: 1983.36 ms
[2022-03-13 20:53:20 main:574] : INFO : Epoch 1792 | loss: 0.0310583 | val_loss: 0.0312834 | Time: 2019.37 ms
[2022-03-13 20:53:22 main:574] : INFO : Epoch 1793 | loss: 0.0310493 | val_loss: 0.0312801 | Time: 1977.08 ms
[2022-03-13 20:53:24 main:574] : INFO : Epoch 1794 | loss: 0.0310515 | val_loss: 0.0312592 | Time: 2016.42 ms
[2022-03-13 20:53:26 main:574] : INFO : Epoch 1795 | loss: 0.0310561 | val_loss: 0.0312793 | Time: 2000.02 ms
[2022-03-13 20:53:28 main:574] : INFO : Epoch 1796 | loss: 0.0310528 | val_loss: 0.0312857 | Time: 2051.79 ms
[2022-03-13 20:53:30 main:574] : INFO : Epoch 1797 | loss: 0.0310561 | val_loss: 0.031263 | Time: 1995.69 ms
[2022-03-13 20:53:32 main:574] : INFO : Epoch 1798 | loss: 0.0310518 | val_loss: 0.0312584 | Time: 2044.54 ms
[2022-03-13 20:53:34 main:574] : INFO : Epoch 1799 | loss: 0.0310524 | val_loss: 0.0312577 | Time: 2056.7 ms
[2022-03-13 20:53:36 main:574] : INFO : Epoch 1800 | loss: 0.0310566 | val_loss: 0.0312392 | Time: 1984.61 ms
[2022-03-13 20:53:38 main:574] : INFO : Epoch 1801 | loss: 0.0310667 | val_loss: 0.0312409 | Time: 2012.74 ms
[2022-03-13 20:53:40 main:574] : INFO : Epoch 1802 | loss: 0.0310836 | val_loss: 0.0312649 | Time: 2066.17 ms
[2022-03-13 20:53:43 main:574] : INFO : Epoch 1803 | loss: 0.0310632 | val_loss: 0.0312631 | Time: 2051.01 ms
[2022-03-13 20:53:45 main:574] : INFO : Epoch 1804 | loss: 0.0310564 | val_loss: 0.0312536 | Time: 2000.82 ms
[2022-03-13 20:53:47 main:574] : INFO : Epoch 1805 | loss: 0.0310541 | val_loss: 0.0313013 | Time: 2020.11 ms
[2022-03-13 20:53:49 main:574] : INFO : Epoch 1806 | loss: 0.0310519 | val_loss: 0.0312482 | Time: 2063.87 ms
[2022-03-13 20:53:51 main:574] : INFO : Epoch 1807 | loss: 0.0310483 | val_loss: 0.0312795 | Time: 2012.43 ms
[2022-03-13 20:53:53 main:574] : INFO : Epoch 1808 | loss: 0.0310476 | val_loss: 0.0313185 | Time: 2010.45 ms
[2022-03-13 20:53:55 main:574] : INFO : Epoch 1809 | loss: 0.03105 | val_loss: 0.0312544 | Time: 2058.59 ms
[2022-03-13 20:53:57 main:574] : INFO : Epoch 1810 | loss: 0.0310487 | val_loss: 0.0312704 | Time: 1993.47 ms
[2022-03-13 20:53:59 main:574] : INFO : Epoch 1811 | loss: 0.0310474 | val_loss: 0.0312823 | Time: 1988.97 ms
[2022-03-13 20:54:01 main:574] : INFO : Epoch 1812 | loss: 0.0310483 | val_loss: 0.0312509 | Time: 2032.62 ms
[2022-03-13 20:54:03 main:574] : INFO : Epoch 1813 | loss: 0.0310481 | val_loss: 0.0312631 | Time: 2000.82 ms
[2022-03-13 20:54:05 main:574] : INFO : Epoch 1814 | loss: 0.0310547 | val_loss: 0.0312888 | Time: 2043.32 ms
[2022-03-13 20:54:07 main:574] : INFO : Epoch 1815 | loss: 0.0310536 | val_loss: 0.0313011 | Time: 1970.98 ms
[2022-03-13 20:54:09 main:574] : INFO : Epoch 1816 | loss: 0.0310521 | val_loss: 0.0312868 | Time: 2077.27 ms
[2022-03-13 20:54:11 main:574] : INFO : Epoch 1817 | loss: 0.0310505 | val_loss: 0.0313183 | Time: 2035.72 ms
[2022-03-13 20:54:13 main:574] : INFO : Epoch 1818 | loss: 0.0310555 | val_loss: 0.0313114 | Time: 2027.84 ms
[2022-03-13 20:54:15 main:574] : INFO : Epoch 1819 | loss: 0.0310497 | val_loss: 0.0312775 | Time: 2021.84 ms
[2022-03-13 20:54:17 main:574] : INFO : Epoch 1820 | loss: 0.0310527 | val_loss: 0.0312542 | Time: 2035.12 ms
[2022-03-13 20:54:19 main:574] : INFO : Epoch 1821 | loss: 0.0310543 | val_loss: 0.0312478 | Time: 2013.86 ms
[2022-03-13 20:54:21 main:574] : INFO : Epoch 1822 | loss: 0.0310553 | val_loss: 0.0312924 | Time: 1989.01 ms
[2022-03-13 20:54:23 main:574] : INFO : Epoch 1823 | loss: 0.0310522 | val_loss: 0.0312575 | Time: 2015.23 ms
[2022-03-13 20:54:25 main:574] : INFO : Epoch 1824 | loss: 0.0310556 | val_loss: 0.0312577 | Time: 2157.29 ms
[2022-03-13 20:54:27 main:574] : INFO : Epoch 1825 | loss: 0.0310487 | val_loss: 0.0312695 | Time: 2083.26 ms
[2022-03-13 20:54:29 main:574] : INFO : Epoch 1826 | loss: 0.031052 | val_loss: 0.0312656 | Time: 1990.18 ms
[2022-03-13 20:54:31 main:574] : INFO : Epoch 1827 | loss: 0.031055 | val_loss: 0.0312931 | Time: 2018.55 ms
[2022-03-13 20:54:34 main:574] : INFO : Epoch 1828 | loss: 0.0310529 | val_loss: 0.0312425 | Time: 2051.65 ms
[2022-03-13 20:54:36 main:574] : INFO : Epoch 1829 | loss: 0.0310548 | val_loss: 0.0312867 | Time: 2112.04 ms
[2022-03-13 20:54:38 main:574] : INFO : Epoch 1830 | loss: 0.0310522 | val_loss: 0.0312537 | Time: 2030 ms
[2022-03-13 20:54:40 main:574] : INFO : Epoch 1831 | loss: 0.0310516 | val_loss: 0.0312556 | Time: 2043.01 ms
[2022-03-13 20:54:42 main:574] : INFO : Epoch 1832 | loss: 0.0310549 | val_loss: 0.0312865 | Time: 2056.08 ms
[2022-03-13 20:54:44 main:574] : INFO : Epoch 1833 | loss: 0.0310489 | val_loss: 0.0313177 | Time: 2036.66 ms
[2022-03-13 20:54:46 main:574] : INFO : Epoch 1834 | loss: 0.031048 | val_loss: 0.0312676 | Time: 2008.83 ms
[2022-03-13 20:54:48 main:574] : INFO : Epoch 1835 | loss: 0.0310479 | val_loss: 0.0312677 | Time: 1975.11 ms
[2022-03-13 20:54:50 main:574] : INFO : Epoch 1836 | loss: 0.0310491 | val_loss: 0.0312882 | Time: 2002.78 ms
[2022-03-13 20:54:52 main:574] : INFO : Epoch 1837 | loss: 0.0310485 | val_loss: 0.0312586 | Time: 2031.9 ms
[2022-03-13 20:54:54 main:574] : INFO : Epoch 1838 | loss: 0.0310439 | val_loss: 0.0312874 | Time: 2044.44 ms
[2022-03-13 20:54:56 main:574] : INFO : Epoch 1839 | loss: 0.0310479 | val_loss: 0.0312774 | Time: 2025.24 ms
[2022-03-13 20:54:58 main:574] : INFO : Epoch 1840 | loss: 0.0310606 | val_loss: 0.0312469 | Time: 1998.23 ms
[2022-03-13 20:55:00 main:574] : INFO : Epoch 1841 | loss: 0.0310658 | val_loss: 0.03128 | Time: 2006.93 ms
[2022-03-13 20:55:02 main:574] : INFO : Epoch 1842 | loss: 0.0310576 | val_loss: 0.031268 | Time: 2037.07 ms
[2022-03-13 20:55:04 main:574] : INFO : Epoch 1843 | loss: 0.0310516 | val_loss: 0.0312633 | Time: 2013.33 ms
[2022-03-13 20:55:06 main:574] : INFO : Epoch 1844 | loss: 0.0310452 | val_loss: 0.0312756 | Time: 2039.99 ms
[2022-03-13 20:55:08 main:574] : INFO : Epoch 1845 | loss: 0.0310477 | val_loss: 0.0312821 | Time: 1926.59 ms
[2022-03-13 20:55:10 main:574] : INFO : Epoch 1846 | loss: 0.0310464 | val_loss: 0.0312477 | Time: 1976.08 ms
[2022-03-13 20:55:12 main:574] : INFO : Epoch 1847 | loss: 0.0310473 | val_loss: 0.0312742 | Time: 2030.53 ms
[2022-03-13 20:55:14 main:574] : INFO : Epoch 1848 | loss: 0.0310475 | val_loss: 0.0313062 | Time: 2097.15 ms
[2022-03-13 20:55:16 main:574] : INFO : Epoch 1849 | loss: 0.03105 | val_loss: 0.0312877 | Time: 2058.04 ms
[2022-03-13 20:55:18 main:574] : INFO : Epoch 1850 | loss: 0.031049 | val_loss: 0.0313071 | Time: 2006.92 ms
[2022-03-13 20:55:20 main:574] : INFO : Epoch 1851 | loss: 0.0310535 | val_loss: 0.0312969 | Time: 2006.83 ms
[2022-03-13 20:55:22 main:574] : INFO : Epoch 1852 | loss: 0.0310493 | val_loss: 0.0312619 | Time: 2020.15 ms
[2022-03-13 20:55:24 main:574] : INFO : Epoch 1853 | loss: 0.0310489 | val_loss: 0.0312535 | Time: 2080.84 ms
[2022-03-13 20:55:26 main:574] : INFO : Epoch 1854 | loss: 0.0310475 | val_loss: 0.0312752 | Time: 1949.98 ms
[2022-03-13 20:55:28 main:574] : INFO : Epoch 1855 | loss: 0.0310487 | val_loss: 0.0312683 | Time: 1989.57 ms
[2022-03-13 20:55:30 main:574] : INFO : Epoch 1856 | loss: 0.0310539 | val_loss: 0.0312793 | Time: 1978.68 ms
[2022-03-13 20:55:32 main:574] : INFO : Epoch 1857 | loss: 0.031052 | val_loss: 0.0312776 | Time: 1997.78 ms
[2022-03-13 20:55:34 main:574] : INFO : Epoch 1858 | loss: 0.0310491 | val_loss: 0.0312696 | Time: 2043.56 ms
[2022-03-13 20:55:36 main:574] : INFO : Epoch 1859 | loss: 0.0310502 | val_loss: 0.0312939 | Time: 2007.53 ms
[2022-03-13 20:55:38 main:574] : INFO : Epoch 1860 | loss: 0.0310511 | val_loss: 0.0312724 | Time: 2032.77 ms
[2022-03-13 20:55:40 main:574] : INFO : Epoch 1861 | loss: 0.0310492 | val_loss: 0.0312724 | Time: 2013.12 ms
[2022-03-13 20:55:43 main:574] : INFO : Epoch 1862 | loss: 0.0310495 | val_loss: 0.0313114 | Time: 2044.15 ms
[2022-03-13 20:55:45 main:574] : INFO : Epoch 1863 | loss: 0.031054 | val_loss: 0.0312827 | Time: 2050.43 ms
[2022-03-13 20:55:47 main:574] : INFO : Epoch 1864 | loss: 0.0310475 | val_loss: 0.0312971 | Time: 2010.77 ms
[2022-03-13 20:55:49 main:574] : INFO : Epoch 1865 | loss: 0.0310463 | val_loss: 0.0312716 | Time: 2066.83 ms
[2022-03-13 20:55:51 main:574] : INFO : Epoch 1866 | loss: 0.0310455 | val_loss: 0.0312769 | Time: 2003.46 ms
[2022-03-13 20:55:53 main:574] : INFO : Epoch 1867 | loss: 0.0310532 | val_loss: 0.0312819 | Time: 2007.69 ms
[2022-03-13 20:55:55 main:574] : INFO : Epoch 1868 | loss: 0.0310441 | val_loss: 0.0312694 | Time: 2039.85 ms
[2022-03-13 20:55:57 main:574] : INFO : Epoch 1869 | loss: 0.0310423 | val_loss: 0.0312754 | Time: 1976.2 ms
[2022-03-13 20:55:59 main:574] : INFO : Epoch 1870 | loss: 0.0310497 | val_loss: 0.0313003 | Time: 1924.92 ms
[2022-03-13 20:56:01 main:574] : INFO : Epoch 1871 | loss: 0.031043 | val_loss: 0.0312734 | Time: 1960.98 ms
[2022-03-13 20:56:03 main:574] : INFO : Epoch 1872 | loss: 0.0310481 | val_loss: 0.0312536 | Time: 2040.82 ms
[2022-03-13 20:56:05 main:574] : INFO : Epoch 1873 | loss: 0.0310497 | val_loss: 0.0312565 | Time: 2012.69 ms
[2022-03-13 20:56:07 main:574] : INFO : Epoch 1874 | loss: 0.031044 | val_loss: 0.0312747 | Time: 2005.52 ms
[2022-03-13 20:56:09 main:574] : INFO : Epoch 1875 | loss: 0.0310426 | val_loss: 0.031281 | Time: 1989.59 ms
[2022-03-13 20:56:11 main:574] : INFO : Epoch 1876 | loss: 0.0310536 | val_loss: 0.0312733 | Time: 2009.04 ms
[2022-03-13 20:56:13 main:574] : INFO : Epoch 1877 | loss: 0.0310453 | val_loss: 0.0312785 | Time: 2012.46 ms
[2022-03-13 20:56:15 main:574] : INFO : Epoch 1878 | loss: 0.031045 | val_loss: 0.0312595 | Time: 2046.18 ms
[2022-03-13 20:56:17 main:574] : INFO : Epoch 1879 | loss: 0.0310453 | val_loss: 0.0312974 | Time: 2032.75 ms
[2022-03-13 20:56:19 main:574] : INFO : Epoch 1880 | loss: 0.031048 | val_loss: 0.0313125 | Time: 2019.63 ms
[2022-03-13 20:56:21 main:574] : INFO : Epoch 1881 | loss: 0.0310452 | val_loss: 0.0312717 | Time: 1977.96 ms
[2022-03-13 20:56:23 main:574] : INFO : Epoch 1882 | loss: 0.0310444 | val_loss: 0.0312693 | Time: 2027.59 ms
[2022-03-13 20:56:25 main:574] : INFO : Epoch 1883 | loss: 0.031051 | val_loss: 0.031279 | Time: 2027.92 ms
[2022-03-13 20:56:27 main:574] : INFO : Epoch 1884 | loss: 0.0310502 | val_loss: 0.0312934 | Time: 2023.79 ms
[2022-03-13 20:56:29 main:574] : INFO : Epoch 1885 | loss: 0.0310467 | val_loss: 0.0312821 | Time: 1993.41 ms
[2022-03-13 20:56:31 main:574] : INFO : Epoch 1886 | loss: 0.0310473 | val_loss: 0.0312861 | Time: 2064.49 ms
[2022-03-13 20:56:33 main:574] : INFO : Epoch 1887 | loss: 0.0310446 | val_loss: 0.0312759 | Time: 2063.53 ms
[2022-03-13 20:56:35 main:574] : INFO : Epoch 1888 | loss: 0.031036 | val_loss: 0.031302 | Time: 2047.65 ms
[2022-03-13 20:56:37 main:574] : INFO : Epoch 1889 | loss: 0.0310399 | val_loss: 0.0312729 | Time: 2038.81 ms
[2022-03-13 20:56:39 main:574] : INFO : Epoch 1890 | loss: 0.0310564 | val_loss: 0.0312973 | Time: 2025.24 ms
[2022-03-13 20:56:41 main:574] : INFO : Epoch 1891 | loss: 0.0310515 | val_loss: 0.0312648 | Time: 2001.95 ms
[2022-03-13 20:56:43 main:574] : INFO : Epoch 1892 | loss: 0.0310447 | val_loss: 0.0312742 | Time: 2049.68 ms
[2022-03-13 20:56:45 main:574] : INFO : Epoch 1893 | loss: 0.0310441 | val_loss: 0.0312643 | Time: 2038.98 ms
[2022-03-13 20:56:47 main:574] : INFO : Epoch 1894 | loss: 0.0310433 | val_loss: 0.0312928 | Time: 2043.79 ms
[2022-03-13 20:56:49 main:574] : INFO : Epoch 1895 | loss: 0.0310423 | val_loss: 0.0312914 | Time: 1991.92 ms
[2022-03-13 20:56:52 main:574] : INFO : Epoch 1896 | loss: 0.0310515 | val_loss: 0.03126 | Time: 2039.99 ms
[2022-03-13 20:56:54 main:574] : INFO : Epoch 1897 | loss: 0.0310489 | val_loss: 0.031283 | Time: 1972.73 ms
[2022-03-13 20:56:55 main:574] : INFO : Epoch 1898 | loss: 0.031042 | val_loss: 0.0312729 | Time: 1973.67 ms
[2022-03-13 20:56:58 main:574] : INFO : Epoch 1899 | loss: 0.0310478 | val_loss: 0.0312534 | Time: 2022.88 ms
[2022-03-13 20:57:00 main:574] : INFO : Epoch 1900 | loss: 0.0310451 | val_loss: 0.0312992 | Time: 2030.36 ms
[2022-03-13 20:57:02 main:574] : INFO : Epoch 1901 | loss: 0.0310434 | val_loss: 0.0312551 | Time: 2047.03 ms
[2022-03-13 20:57:04 main:574] : INFO : Epoch 1902 | loss: 0.0310735 | val_loss: 0.0312426 | Time: 1989.15 ms
[2022-03-13 20:57:06 main:574] : INFO : Epoch 1903 | loss: 0.0310892 | val_loss: 0.0312349 | Time: 2019.16 ms
[2022-03-13 20:57:08 main:574] : INFO : Epoch 1904 | loss: 0.0310709 | val_loss: 0.0312886 | Time: 2004.85 ms
[2022-03-13 20:57:10 main:574] : INFO : Epoch 1905 | loss: 0.0310675 | val_loss: 0.031267 | Time: 2007.59 ms
[2022-03-13 20:57:12 main:574] : INFO : Epoch 1906 | loss: 0.0310516 | val_loss: 0.0312826 | Time: 1998.68 ms
[2022-03-13 20:57:14 main:574] : INFO : Epoch 1907 | loss: 0.031043 | val_loss: 0.0312762 | Time: 2055.01 ms
[2022-03-13 20:57:16 main:574] : INFO : Epoch 1908 | loss: 0.0310465 | val_loss: 0.031259 | Time: 2021.85 ms
[2022-03-13 20:57:18 main:574] : INFO : Epoch 1909 | loss: 0.0310405 | val_loss: 0.0312834 | Time: 2018.02 ms
[2022-03-13 20:57:20 main:574] : INFO : Epoch 1910 | loss: 0.0310415 | val_loss: 0.0312773 | Time: 2026.45 ms
[2022-03-13 20:57:22 main:574] : INFO : Epoch 1911 | loss: 0.031048 | val_loss: 0.0312607 | Time: 2000.8 ms
[2022-03-13 20:57:24 main:574] : INFO : Epoch 1912 | loss: 0.0310414 | val_loss: 0.0312857 | Time: 2044.47 ms
[2022-03-13 20:57:26 main:574] : INFO : Epoch 1913 | loss: 0.0310418 | val_loss: 0.0312958 | Time: 2037.91 ms
[2022-03-13 20:57:28 main:574] : INFO : Epoch 1914 | loss: 0.0310422 | val_loss: 0.0312681 | Time: 1969.79 ms
[2022-03-13 20:57:30 main:574] : INFO : Epoch 1915 | loss: 0.0310494 | val_loss: 0.031247 | Time: 2063.64 ms
[2022-03-13 20:57:32 main:574] : INFO : Epoch 1916 | loss: 0.0310439 | val_loss: 0.0312537 | Time: 1965.15 ms
[2022-03-13 20:57:34 main:574] : INFO : Epoch 1917 | loss: 0.0310484 | val_loss: 0.0312647 | Time: 2021.59 ms
[2022-03-13 20:57:36 main:574] : INFO : Epoch 1918 | loss: 0.0310466 | val_loss: 0.0312891 | Time: 2009.15 ms
[2022-03-13 20:57:38 main:574] : INFO : Epoch 1919 | loss: 0.0310461 | val_loss: 0.0312664 | Time: 2075.48 ms
[2022-03-13 20:57:40 main:574] : INFO : Epoch 1920 | loss: 0.0310411 | val_loss: 0.0312761 | Time: 2063.44 ms
[2022-03-13 20:57:42 main:574] : INFO : Epoch 1921 | loss: 0.0310484 | val_loss: 0.0312695 | Time: 1991.63 ms
[2022-03-13 20:57:44 main:574] : INFO : Epoch 1922 | loss: 0.0310772 | val_loss: 0.0312476 | Time: 2040 ms
[2022-03-13 20:57:46 main:574] : INFO : Epoch 1923 | loss: 0.0310637 | val_loss: 0.0312485 | Time: 2012.04 ms
[2022-03-13 20:57:48 main:574] : INFO : Epoch 1924 | loss: 0.0310504 | val_loss: 0.0312747 | Time: 2077.89 ms
[2022-03-13 20:57:50 main:574] : INFO : Epoch 1925 | loss: 0.0310504 | val_loss: 0.0312916 | Time: 2038.67 ms
[2022-03-13 20:57:52 main:574] : INFO : Epoch 1926 | loss: 0.0310504 | val_loss: 0.031285 | Time: 2050.45 ms
[2022-03-13 20:57:55 main:574] : INFO : Epoch 1927 | loss: 0.0310422 | val_loss: 0.0312925 | Time: 2061.68 ms
[2022-03-13 20:57:56 main:574] : INFO : Epoch 1928 | loss: 0.0310413 | val_loss: 0.0312981 | Time: 1929.14 ms
[2022-03-13 20:57:58 main:574] : INFO : Epoch 1929 | loss: 0.0310419 | val_loss: 0.0312735 | Time: 1984.31 ms
[2022-03-13 20:58:00 main:574] : INFO : Epoch 1930 | loss: 0.031048 | val_loss: 0.0312606 | Time: 2022.38 ms
[2022-03-13 20:58:03 main:574] : INFO : Epoch 1931 | loss: 0.0310436 | val_loss: 0.0312444 | Time: 2045.28 ms
[2022-03-13 20:58:05 main:574] : INFO : Epoch 1932 | loss: 0.0310485 | val_loss: 0.0312401 | Time: 1971.18 ms
[2022-03-13 20:58:07 main:574] : INFO : Epoch 1933 | loss: 0.0310494 | val_loss: 0.0312746 | Time: 2052.54 ms
[2022-03-13 20:58:09 main:574] : INFO : Epoch 1934 | loss: 0.0310452 | val_loss: 0.0312713 | Time: 2072.83 ms
[2022-03-13 20:58:11 main:574] : INFO : Epoch 1935 | loss: 0.0310409 | val_loss: 0.0312874 | Time: 2020.58 ms
[2022-03-13 20:58:13 main:574] : INFO : Epoch 1936 | loss: 0.0310395 | val_loss: 0.0313176 | Time: 2022.84 ms
[2022-03-13 20:58:15 main:574] : INFO : Epoch 1937 | loss: 0.0310396 | val_loss: 0.0312807 | Time: 2012.46 ms
[2022-03-13 20:58:17 main:574] : INFO : Epoch 1938 | loss: 0.0310412 | val_loss: 0.0312712 | Time: 2034.12 ms
[2022-03-13 20:58:19 main:574] : INFO : Epoch 1939 | loss: 0.0310395 | val_loss: 0.0312723 | Time: 2016.95 ms
[2022-03-13 20:58:21 main:574] : INFO : Epoch 1940 | loss: 0.0310358 | val_loss: 0.0312895 | Time: 1986.44 ms
[2022-03-13 20:58:23 main:574] : INFO : Epoch 1941 | loss: 0.0310387 | val_loss: 0.0312955 | Time: 2043.22 ms
[2022-03-13 20:58:25 main:574] : INFO : Epoch 1942 | loss: 0.0310451 | val_loss: 0.0312711 | Time: 2012.85 ms
[2022-03-13 20:58:27 main:574] : INFO : Epoch 1943 | loss: 0.0310405 | val_loss: 0.0312895 | Time: 1967.56 ms
[2022-03-13 20:58:29 main:574] : INFO : Epoch 1944 | loss: 0.0310431 | val_loss: 0.0312954 | Time: 2073.17 ms
[2022-03-13 20:58:31 main:574] : INFO : Epoch 1945 | loss: 0.0310396 | val_loss: 0.0312831 | Time: 1946.15 ms
[2022-03-13 20:58:33 main:574] : INFO : Epoch 1946 | loss: 0.0310436 | val_loss: 0.0312937 | Time: 2019.82 ms
[2022-03-13 20:58:35 main:574] : INFO : Epoch 1947 | loss: 0.0310395 | val_loss: 0.031311 | Time: 2046.42 ms
[2022-03-13 20:58:37 main:574] : INFO : Epoch 1948 | loss: 0.031046 | val_loss: 0.0312931 | Time: 2023.27 ms
[2022-03-13 20:58:39 main:574] : INFO : Epoch 1949 | loss: 0.0310539 | val_loss: 0.0312804 | Time: 1950.47 ms
[2022-03-13 20:58:41 main:574] : INFO : Epoch 1950 | loss: 0.0310501 | val_loss: 0.0312627 | Time: 2025.36 ms
[2022-03-13 20:58:43 main:574] : INFO : Epoch 1951 | loss: 0.0310489 | val_loss: 0.0312565 | Time: 2061.78 ms
[2022-03-13 20:58:45 main:574] : INFO : Epoch 1952 | loss: 0.0310475 | val_loss: 0.0312816 | Time: 2000.6 ms
[2022-03-13 20:58:47 main:574] : INFO : Epoch 1953 | loss: 0.0310416 | val_loss: 0.0312891 | Time: 2021.46 ms
[2022-03-13 20:58:49 main:574] : INFO : Epoch 1954 | loss: 0.0310406 | val_loss: 0.0312842 | Time: 2049.03 ms
[2022-03-13 20:58:51 main:574] : INFO : Epoch 1955 | loss: 0.0310471 | val_loss: 0.0312818 | Time: 2049.06 ms
[2022-03-13 20:58:53 main:574] : INFO : Epoch 1956 | loss: 0.0310404 | val_loss: 0.0312733 | Time: 2024.02 ms
[2022-03-13 20:58:55 main:574] : INFO : Epoch 1957 | loss: 0.0310333 | val_loss: 0.0312854 | Time: 2047.96 ms
[2022-03-13 20:58:57 main:574] : INFO : Epoch 1958 | loss: 0.031036 | val_loss: 0.0312811 | Time: 1995.04 ms
[2022-03-13 20:58:59 main:574] : INFO : Epoch 1959 | loss: 0.0310389 | val_loss: 0.0312565 | Time: 2026.79 ms
[2022-03-13 20:59:01 main:574] : INFO : Epoch 1960 | loss: 0.0310407 | val_loss: 0.0312765 | Time: 1983.77 ms
[2022-03-13 20:59:03 main:574] : INFO : Epoch 1961 | loss: 0.0310403 | val_loss: 0.0312678 | Time: 2044.6 ms
[2022-03-13 20:59:06 main:574] : INFO : Epoch 1962 | loss: 0.0310472 | val_loss: 0.0312677 | Time: 2051.6 ms
[2022-03-13 20:59:08 main:574] : INFO : Epoch 1963 | loss: 0.0310451 | val_loss: 0.0312814 | Time: 2044.52 ms
[2022-03-13 20:59:10 main:574] : INFO : Epoch 1964 | loss: 0.0310479 | val_loss: 0.0312788 | Time: 1993.81 ms
[2022-03-13 20:59:12 main:574] : INFO : Epoch 1965 | loss: 0.0310397 | val_loss: 0.0312678 | Time: 2020.58 ms
[2022-03-13 20:59:14 main:574] : INFO : Epoch 1966 | loss: 0.0310379 | val_loss: 0.0312647 | Time: 2014.82 ms
[2022-03-13 20:59:16 main:574] : INFO : Epoch 1967 | loss: 0.0310356 | val_loss: 0.0312828 | Time: 2046.87 ms
[2022-03-13 20:59:18 main:574] : INFO : Epoch 1968 | loss: 0.0310341 | val_loss: 0.0313051 | Time: 2081.97 ms
[2022-03-13 20:59:20 main:574] : INFO : Epoch 1969 | loss: 0.0310359 | val_loss: 0.0312846 | Time: 2040.3 ms
[2022-03-13 20:59:22 main:574] : INFO : Epoch 1970 | loss: 0.0310362 | val_loss: 0.0312968 | Time: 2006.3 ms
[2022-03-13 20:59:24 main:574] : INFO : Epoch 1971 | loss: 0.0310389 | val_loss: 0.0312966 | Time: 1973.9 ms
[2022-03-13 20:59:26 main:574] : INFO : Epoch 1972 | loss: 0.0310387 | val_loss: 0.0312802 | Time: 2001.31 ms
[2022-03-13 20:59:28 main:574] : INFO : Epoch 1973 | loss: 0.0310542 | val_loss: 0.0312881 | Time: 2002.6 ms
[2022-03-13 20:59:30 main:574] : INFO : Epoch 1974 | loss: 0.0310451 | val_loss: 0.0313014 | Time: 2009.84 ms
[2022-03-13 20:59:32 main:574] : INFO : Epoch 1975 | loss: 0.0310345 | val_loss: 0.0313049 | Time: 2017.9 ms
[2022-03-13 20:59:34 main:574] : INFO : Epoch 1976 | loss: 0.0310348 | val_loss: 0.0312818 | Time: 2019.21 ms
[2022-03-13 20:59:36 main:574] : INFO : Epoch 1977 | loss: 0.0310395 | val_loss: 0.0312978 | Time: 2010.82 ms
[2022-03-13 20:59:38 main:574] : INFO : Epoch 1978 | loss: 0.0310397 | val_loss: 0.0313144 | Time: 2058.14 ms
[2022-03-13 20:59:40 main:574] : INFO : Epoch 1979 | loss: 0.0310399 | val_loss: 0.0312673 | Time: 2077.2 ms
[2022-03-13 20:59:42 main:574] : INFO : Epoch 1980 | loss: 0.0310353 | val_loss: 0.0313114 | Time: 2010.24 ms
[2022-03-13 20:59:44 main:574] : INFO : Epoch 1981 | loss: 0.0310381 | val_loss: 0.0312968 | Time: 2096.15 ms
[2022-03-13 20:59:46 main:574] : INFO : Epoch 1982 | loss: 0.0310404 | val_loss: 0.0312586 | Time: 2066.73 ms
[2022-03-13 20:59:48 main:574] : INFO : Epoch 1983 | loss: 0.0310473 | val_loss: 0.0312767 | Time: 1998.94 ms
[2022-03-13 20:59:50 main:574] : INFO : Epoch 1984 | loss: 0.0310502 | val_loss: 0.0313067 | Time: 2027.03 ms
[2022-03-13 20:59:52 main:574] : INFO : Epoch 1985 | loss: 0.0310431 | val_loss: 0.0312881 | Time: 2044.79 ms
[2022-03-13 20:59:54 main:574] : INFO : Epoch 1986 | loss: 0.0310421 | val_loss: 0.0312651 | Time: 2050.93 ms
[2022-03-13 20:59:56 main:574] : INFO : Epoch 1987 | loss: 0.0310421 | val_loss: 0.0312838 | Time: 2026.14 ms
[2022-03-13 20:59:59 main:574] : INFO : Epoch 1988 | loss: 0.0310507 | val_loss: 0.0312634 | Time: 2064.48 ms
[2022-03-13 21:00:01 main:574] : INFO : Epoch 1989 | loss: 0.0310502 | val_loss: 0.031295 | Time: 1979.16 ms
[2022-03-13 21:00:03 main:574] : INFO : Epoch 1990 | loss: 0.0310426 | val_loss: 0.0312934 | Time: 2056.97 ms
[2022-03-13 21:00:05 main:574] : INFO : Epoch 1991 | loss: 0.0310444 | val_loss: 0.0312622 | Time: 2028 ms
[2022-03-13 21:00:07 main:574] : INFO : Epoch 1992 | loss: 0.0310439 | val_loss: 0.0312583 | Time: 1959.83 ms
[2022-03-13 21:00:09 main:574] : INFO : Epoch 1993 | loss: 0.0310464 | val_loss: 0.0312687 | Time: 2042.52 ms
[2022-03-13 21:00:11 main:574] : INFO : Epoch 1994 | loss: 0.0310434 | val_loss: 0.031251 | Time: 2011.48 ms
[2022-03-13 21:00:13 main:574] : INFO : Epoch 1995 | loss: 0.0310455 | val_loss: 0.0312837 | Time: 1994.44 ms
[2022-03-13 21:00:15 main:574] : INFO : Epoch 1996 | loss: 0.0310412 | val_loss: 0.0312428 | Time: 2141.71 ms
[2022-03-13 21:00:17 main:574] : INFO : Epoch 1997 | loss: 0.0310514 | val_loss: 0.0312801 | Time: 2098.51 ms
[2022-03-13 21:00:19 main:574] : INFO : Epoch 1998 | loss: 0.0310509 | val_loss: 0.0312535 | Time: 2100.35 ms
[2022-03-13 21:00:21 main:574] : INFO : Epoch 1999 | loss: 0.0310485 | val_loss: 0.0312467 | Time: 2073.5 ms
[2022-03-13 21:00:23 main:574] : INFO : Epoch 2000 | loss: 0.0310464 | val_loss: 0.0312821 | Time: 2151.13 ms
[2022-03-13 21:00:25 main:574] : INFO : Epoch 2001 | loss: 0.0310433 | val_loss: 0.0312871 | Time: 2048.5 ms
[2022-03-13 21:00:27 main:574] : INFO : Epoch 2002 | loss: 0.0310421 | val_loss: 0.0312785 | Time: 1985.77 ms
[2022-03-13 21:00:29 main:574] : INFO : Epoch 2003 | loss: 0.0310387 | val_loss: 0.0312593 | Time: 1969.34 ms
[2022-03-13 21:00:31 main:574] : INFO : Epoch 2004 | loss: 0.0310405 | val_loss: 0.0312751 | Time: 2054.09 ms
[2022-03-13 21:00:33 main:574] : INFO : Epoch 2005 | loss: 0.0310406 | val_loss: 0.0312447 | Time: 2001.19 ms
[2022-03-13 21:00:35 main:574] : INFO : Epoch 2006 | loss: 0.0310401 | val_loss: 0.0312911 | Time: 2064.31 ms
[2022-03-13 21:00:38 main:574] : INFO : Epoch 2007 | loss: 0.0310548 | val_loss: 0.0312648 | Time: 2031.91 ms
[2022-03-13 21:00:40 main:574] : INFO : Epoch 2008 | loss: 0.0310487 | val_loss: 0.0312738 | Time: 2027.57 ms
[2022-03-13 21:00:42 main:574] : INFO : Epoch 2009 | loss: 0.0310436 | val_loss: 0.0312645 | Time: 2054.33 ms
[2022-03-13 21:00:44 main:574] : INFO : Epoch 2010 | loss: 0.0310442 | val_loss: 0.0312737 | Time: 2113.71 ms
[2022-03-13 21:00:46 main:574] : INFO : Epoch 2011 | loss: 0.0310417 | val_loss: 0.0312734 | Time: 2123.54 ms
[2022-03-13 21:00:48 main:574] : INFO : Epoch 2012 | loss: 0.0310436 | val_loss: 0.0312802 | Time: 2066.22 ms
[2022-03-13 21:00:50 main:574] : INFO : Epoch 2013 | loss: 0.0310342 | val_loss: 0.0313047 | Time: 2028.16 ms
[2022-03-13 21:00:52 main:574] : INFO : Epoch 2014 | loss: 0.0310337 | val_loss: 0.0312891 | Time: 2025.26 ms
[2022-03-13 21:00:54 main:574] : INFO : Epoch 2015 | loss: 0.0310368 | val_loss: 0.0312807 | Time: 2090.16 ms
[2022-03-13 21:00:56 main:574] : INFO : Epoch 2016 | loss: 0.0310434 | val_loss: 0.0312706 | Time: 2072.92 ms
[2022-03-13 21:00:58 main:574] : INFO : Epoch 2017 | loss: 0.0310384 | val_loss: 0.0312768 | Time: 2003.64 ms
[2022-03-13 21:01:00 main:574] : INFO : Epoch 2018 | loss: 0.0310389 | val_loss: 0.0312587 | Time: 1983.72 ms
[2022-03-13 21:01:02 main:574] : INFO : Epoch 2019 | loss: 0.0310443 | val_loss: 0.031285 | Time: 2002.07 ms
[2022-03-13 21:01:04 main:574] : INFO : Epoch 2020 | loss: 0.0310369 | val_loss: 0.0313184 | Time: 1992.56 ms
[2022-03-13 21:01:06 main:574] : INFO : Epoch 2021 | loss: 0.0310412 | val_loss: 0.0313267 | Time: 2017.25 ms
[2022-03-13 21:01:08 main:574] : INFO : Epoch 2022 | loss: 0.031039 | val_loss: 0.0312759 | Time: 1969.7 ms
[2022-03-13 21:01:10 main:574] : INFO : Epoch 2023 | loss: 0.0310372 | val_loss: 0.0312884 | Time: 2012.69 ms
[2022-03-13 21:01:12 main:574] : INFO : Epoch 2024 | loss: 0.0310384 | val_loss: 0.0312751 | Time: 2071.86 ms
[2022-03-13 21:01:14 main:574] : INFO : Epoch 2025 | loss: 0.0310405 | val_loss: 0.0312462 | Time: 2045.5 ms
[2022-03-13 21:01:16 main:574] : INFO : Epoch 2026 | loss: 0.0310458 | val_loss: 0.03133 | Time: 2059.99 ms
[2022-03-13 21:01:19 main:574] : INFO : Epoch 2027 | loss: 0.031046 | val_loss: 0.0312915 | Time: 2064.18 ms
[2022-03-13 21:01:21 main:574] : INFO : Epoch 2028 | loss: 0.03104 | val_loss: 0.0312603 | Time: 2044.98 ms
[2022-03-13 21:01:23 main:574] : INFO : Epoch 2029 | loss: 0.0310421 | val_loss: 0.0312653 | Time: 2017.3 ms
[2022-03-13 21:01:25 main:574] : INFO : Epoch 2030 | loss: 0.0310476 | val_loss: 0.0312586 | Time: 2011.71 ms
[2022-03-13 21:01:27 main:574] : INFO : Epoch 2031 | loss: 0.031046 | val_loss: 0.03127 | Time: 2073.21 ms
[2022-03-13 21:01:29 main:574] : INFO : Epoch 2032 | loss: 0.0310446 | val_loss: 0.0313009 | Time: 2034.7 ms
[2022-03-13 21:01:31 main:574] : INFO : Epoch 2033 | loss: 0.0310456 | val_loss: 0.0312766 | Time: 2043.86 ms
[2022-03-13 21:01:33 main:574] : INFO : Epoch 2034 | loss: 0.0310371 | val_loss: 0.0312824 | Time: 1998.6 ms
[2022-03-13 21:01:35 main:574] : INFO : Epoch 2035 | loss: 0.0310363 | val_loss: 0.0312899 | Time: 2009.28 ms
[2022-03-13 21:01:37 main:574] : INFO : Epoch 2036 | loss: 0.0310413 | val_loss: 0.0312813 | Time: 1978.5 ms
[2022-03-13 21:01:39 main:574] : INFO : Epoch 2037 | loss: 0.0310403 | val_loss: 0.0312912 | Time: 1977.78 ms
[2022-03-13 21:01:41 main:574] : INFO : Epoch 2038 | loss: 0.0310409 | val_loss: 0.0312611 | Time: 2007.54 ms
[2022-03-13 21:01:43 main:574] : INFO : Epoch 2039 | loss: 0.0310426 | val_loss: 0.0312677 | Time: 2039.99 ms
[2022-03-13 21:01:45 main:574] : INFO : Epoch 2040 | loss: 0.0310394 | val_loss: 0.031269 | Time: 2039.87 ms
[2022-03-13 21:01:47 main:574] : INFO : Epoch 2041 | loss: 0.031033 | val_loss: 0.0312666 | Time: 2030.12 ms
[2022-03-13 21:01:49 main:574] : INFO : Epoch 2042 | loss: 0.0310399 | val_loss: 0.031258 | Time: 2118.66 ms
[2022-03-13 21:01:51 main:574] : INFO : Epoch 2043 | loss: 0.0310331 | val_loss: 0.0312803 | Time: 1971.29 ms
[2022-03-13 21:01:53 main:574] : INFO : Epoch 2044 | loss: 0.0310386 | val_loss: 0.0312774 | Time: 2011.75 ms
[2022-03-13 21:01:55 main:574] : INFO : Epoch 2045 | loss: 0.0310386 | val_loss: 0.0312902 | Time: 2023.82 ms
[2022-03-13 21:01:57 main:574] : INFO : Epoch 2046 | loss: 0.0310403 | val_loss: 0.0313038 | Time: 2030.34 ms
[2022-03-13 21:01:59 main:574] : INFO : Epoch 2047 | loss: 0.0310407 | val_loss: 0.0312857 | Time: 2001.22 ms
[2022-03-13 21:02:01 main:574] : INFO : Epoch 2048 | loss: 0.0310384 | val_loss: 0.0312828 | Time: 1988.7 ms
[2022-03-13 21:02:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312828
[2022-03-13 21:02:01 main:603] : INFO : Saving end state to config to file
[2022-03-13 21:02:01 main:608] : INFO : Success, exiting..
21:02:01 (18824): 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)