Task 13063897
| Name | ParityModified-1647043197-8120-0_1 |
| Workunit | 10091333 |
| Created | 13 Mar 2022, 18:49:06 UTC |
| Sent | 13 Mar 2022, 20:02:54 UTC |
| Report deadline | 21 Mar 2022, 20:02:54 UTC |
| Received | 13 Mar 2022, 23:27:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10254 |
| Run time | 1 hours 8 min 20 sec |
| CPU time | 1 hours 7 min 11 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: 0.0311488 | val_loss: 0.0311745 | Time: 2004.88 ms
[2022-03-14 00:10:10 main:574] : INFO : Epoch 1543 | loss: 0.0311502 | val_loss: 0.0311798 | Time: 2022.59 ms
[2022-03-14 00:10:12 main:574] : INFO : Epoch 1544 | loss: 0.0311527 | val_loss: 0.0311784 | Time: 2016.41 ms
[2022-03-14 00:10:14 main:574] : INFO : Epoch 1545 | loss: 0.0311542 | val_loss: 0.0311759 | Time: 2034.27 ms
[2022-03-14 00:10:16 main:574] : INFO : Epoch 1546 | loss: 0.0311626 | val_loss: 0.0311747 | Time: 1976.51 ms
[2022-03-14 00:10:18 main:574] : INFO : Epoch 1547 | loss: 0.0311616 | val_loss: 0.0311756 | Time: 2017.26 ms
[2022-03-14 00:10:20 main:574] : INFO : Epoch 1548 | loss: 0.0311624 | val_loss: 0.031171 | Time: 2007.44 ms
[2022-03-14 00:10:22 main:574] : INFO : Epoch 1549 | loss: 0.0311585 | val_loss: 0.0311732 | Time: 1933.81 ms
[2022-03-14 00:10:24 main:574] : INFO : Epoch 1550 | loss: 0.0311573 | val_loss: 0.0311773 | Time: 2021.67 ms
[2022-03-14 00:10:26 main:574] : INFO : Epoch 1551 | loss: 0.0311543 | val_loss: 0.0311735 | Time: 1982.97 ms
[2022-03-14 00:10:28 main:574] : INFO : Epoch 1552 | loss: 0.0311517 | val_loss: 0.0311763 | Time: 1973.59 ms
[2022-03-14 00:10:30 main:574] : INFO : Epoch 1553 | loss: 0.0311529 | val_loss: 0.0311775 | Time: 2039.81 ms
[2022-03-14 00:10:32 main:574] : INFO : Epoch 1554 | loss: 0.0311519 | val_loss: 0.0311762 | Time: 1965.74 ms
[2022-03-14 00:10:34 main:574] : INFO : Epoch 1555 | loss: 0.0311498 | val_loss: 0.0311743 | Time: 1986.48 ms
[2022-03-14 00:10:36 main:574] : INFO : Epoch 1556 | loss: 0.0311467 | val_loss: 0.031177 | Time: 2017.43 ms
[2022-03-14 00:10:38 main:574] : INFO : Epoch 1557 | loss: 0.0311464 | val_loss: 0.0311782 | Time: 1953.68 ms
[2022-03-14 00:10:40 main:574] : INFO : Epoch 1558 | loss: 0.0311463 | val_loss: 0.0311788 | Time: 1934.64 ms
[2022-03-14 00:10:42 main:574] : INFO : Epoch 1559 | loss: 0.0311499 | val_loss: 0.0311738 | Time: 1922.26 ms
[2022-03-14 00:10:44 main:574] : INFO : Epoch 1560 | loss: 0.0311505 | val_loss: 0.0311753 | Time: 1954.78 ms
[2022-03-14 00:10:46 main:574] : INFO : Epoch 1561 | loss: 0.0311479 | val_loss: 0.0311787 | Time: 2002.47 ms
[2022-03-14 00:10:48 main:574] : INFO : Epoch 1562 | loss: 0.0311599 | val_loss: 0.0311805 | Time: 2006.01 ms
[2022-03-14 00:10:50 main:574] : INFO : Epoch 1563 | loss: 0.0311595 | val_loss: 0.0311722 | Time: 2044.57 ms
[2022-03-14 00:10:52 main:574] : INFO : Epoch 1564 | loss: 0.0311545 | val_loss: 0.0311773 | Time: 1989.96 ms
[2022-03-14 00:10:54 main:574] : INFO : Epoch 1565 | loss: 0.0311505 | val_loss: 0.0311744 | Time: 1912.62 ms
[2022-03-14 00:10:56 main:574] : INFO : Epoch 1566 | loss: 0.0311494 | val_loss: 0.0311772 | Time: 2041.1 ms
[2022-03-14 00:10:58 main:574] : INFO : Epoch 1567 | loss: 0.0311472 | val_loss: 0.031172 | Time: 1915.7 ms
[2022-03-14 00:11:00 main:574] : INFO : Epoch 1568 | loss: 0.0311456 | val_loss: 0.0311812 | Time: 1990.54 ms
[2022-03-14 00:11:02 main:574] : INFO : Epoch 1569 | loss: 0.0311479 | val_loss: 0.0311737 | Time: 1972.83 ms
[2022-03-14 00:11:04 main:574] : INFO : Epoch 1570 | loss: 0.031145 | val_loss: 0.0311804 | Time: 1993.3 ms
[2022-03-14 00:11:06 main:574] : INFO : Epoch 1571 | loss: 0.0311606 | val_loss: 0.0311792 | Time: 1964.39 ms
[2022-03-14 00:11:08 main:574] : INFO : Epoch 1572 | loss: 0.0311634 | val_loss: 0.0311771 | Time: 1959.15 ms
[2022-03-14 00:11:10 main:574] : INFO : Epoch 1573 | loss: 0.0311565 | val_loss: 0.0311753 | Time: 1989.3 ms
[2022-03-14 00:11:12 main:574] : INFO : Epoch 1574 | loss: 0.0311565 | val_loss: 0.0311741 | Time: 1967.45 ms
[2022-03-14 00:11:14 main:574] : INFO : Epoch 1575 | loss: 0.0311592 | val_loss: 0.0311723 | Time: 2015.76 ms
[2022-03-14 00:11:16 main:574] : INFO : Epoch 1576 | loss: 0.0311589 | val_loss: 0.0311736 | Time: 1959.24 ms
[2022-03-14 00:11:18 main:574] : INFO : Epoch 1577 | loss: 0.0311526 | val_loss: 0.0311786 | Time: 1966.8 ms
[2022-03-14 00:11:20 main:574] : INFO : Epoch 1578 | loss: 0.0311489 | val_loss: 0.0311724 | Time: 2045.16 ms
[2022-03-14 00:11:22 main:574] : INFO : Epoch 1579 | loss: 0.0311489 | val_loss: 0.0311729 | Time: 1979.07 ms
[2022-03-14 00:11:24 main:574] : INFO : Epoch 1580 | loss: 0.0311468 | val_loss: 0.0311728 | Time: 1960.07 ms
[2022-03-14 00:11:26 main:574] : INFO : Epoch 1581 | loss: 0.03115 | val_loss: 0.0311735 | Time: 1930.8 ms
[2022-03-14 00:11:28 main:574] : INFO : Epoch 1582 | loss: 0.0311473 | val_loss: 0.031171 | Time: 1979.78 ms
[2022-03-14 00:11:30 main:574] : INFO : Epoch 1583 | loss: 0.0311475 | val_loss: 0.0311719 | Time: 1989.49 ms
[2022-03-14 00:11:32 main:574] : INFO : Epoch 1584 | loss: 0.0311451 | val_loss: 0.0311717 | Time: 2002.49 ms
[2022-03-14 00:11:34 main:574] : INFO : Epoch 1585 | loss: 0.0311448 | val_loss: 0.031174 | Time: 1954.62 ms
[2022-03-14 00:11:36 main:574] : INFO : Epoch 1586 | loss: 0.0311414 | val_loss: 0.0311698 | Time: 1991.65 ms
[2022-03-14 00:11:38 main:574] : INFO : Epoch 1587 | loss: 0.0311416 | val_loss: 0.0311715 | Time: 1993.99 ms
[2022-03-14 00:11:40 main:574] : INFO : Epoch 1588 | loss: 0.0311437 | val_loss: 0.031176 | Time: 1967.29 ms
[2022-03-14 00:11:42 main:574] : INFO : Epoch 1589 | loss: 0.0311409 | val_loss: 0.0311768 | Time: 1955.21 ms
[2022-03-14 00:11:44 main:574] : INFO : Epoch 1590 | loss: 0.0311417 | val_loss: 0.0311723 | Time: 1980.9 ms
[2022-03-14 00:11:46 main:574] : INFO : Epoch 1591 | loss: 0.0311428 | val_loss: 0.0311811 | Time: 1963.63 ms
[2022-03-14 00:11:48 main:574] : INFO : Epoch 1592 | loss: 0.0311505 | val_loss: 0.0311741 | Time: 2021.5 ms
[2022-03-14 00:11:50 main:574] : INFO : Epoch 1593 | loss: 0.0311498 | val_loss: 0.0311744 | Time: 1977.56 ms
[2022-03-14 00:11:52 main:574] : INFO : Epoch 1594 | loss: 0.0311479 | val_loss: 0.0311763 | Time: 1991.52 ms
[2022-03-14 00:11:54 main:574] : INFO : Epoch 1595 | loss: 0.0311452 | val_loss: 0.0311788 | Time: 2020.53 ms
[2022-03-14 00:11:56 main:574] : INFO : Epoch 1596 | loss: 0.031146 | val_loss: 0.0311759 | Time: 1970.84 ms
[2022-03-14 00:11:58 main:574] : INFO : Epoch 1597 | loss: 0.0311483 | val_loss: 0.0311788 | Time: 2023.33 ms
[2022-03-14 00:12:00 main:574] : INFO : Epoch 1598 | loss: 0.0311486 | val_loss: 0.0311874 | Time: 1995.35 ms
[2022-03-14 00:12:02 main:574] : INFO : Epoch 1599 | loss: 0.0311488 | val_loss: 0.0311788 | Time: 2054.38 ms
[2022-03-14 00:12:04 main:574] : INFO : Epoch 1600 | loss: 0.0311471 | val_loss: 0.0311752 | Time: 2012 ms
[2022-03-14 00:12:06 main:574] : INFO : Epoch 1601 | loss: 0.0311438 | val_loss: 0.0311722 | Time: 2004.96 ms
[2022-03-14 00:12:08 main:574] : INFO : Epoch 1602 | loss: 0.0311408 | val_loss: 0.0311743 | Time: 1989.5 ms
[2022-03-14 00:12:10 main:574] : INFO : Epoch 1603 | loss: 0.0311393 | val_loss: 0.0311783 | Time: 1947.39 ms
[2022-03-14 00:12:12 main:574] : INFO : Epoch 1604 | loss: 0.0311394 | val_loss: 0.0311785 | Time: 2011.27 ms
[2022-03-14 00:12:14 main:574] : INFO : Epoch 1605 | loss: 0.0311397 | val_loss: 0.0311781 | Time: 1916.73 ms
[2022-03-14 00:12:16 main:574] : INFO : Epoch 1606 | loss: 0.0311426 | val_loss: 0.031177 | Time: 2006.01 ms
[2022-03-14 00:12:18 main:574] : INFO : Epoch 1607 | loss: 0.031144 | val_loss: 0.0311721 | Time: 1989.96 ms
[2022-03-14 00:12:20 main:574] : INFO : Epoch 1608 | loss: 0.0311411 | val_loss: 0.0311786 | Time: 1976.01 ms
[2022-03-14 00:12:22 main:574] : INFO : Epoch 1609 | loss: 0.0311396 | val_loss: 0.0311775 | Time: 1959.72 ms
[2022-03-14 00:12:24 main:574] : INFO : Epoch 1610 | loss: 0.0311375 | val_loss: 0.0311768 | Time: 2041.9 ms
[2022-03-14 00:12:26 main:574] : INFO : Epoch 1611 | loss: 0.0311366 | val_loss: 0.0311793 | Time: 1966.82 ms
[2022-03-14 00:12:28 main:574] : INFO : Epoch 1612 | loss: 0.0311392 | val_loss: 0.0311722 | Time: 1945.4 ms
[2022-03-14 00:12:30 main:574] : INFO : Epoch 1613 | loss: 0.0311364 | val_loss: 0.0311808 | Time: 2002.87 ms
[2022-03-14 00:12:32 main:574] : INFO : Epoch 1614 | loss: 0.0311377 | val_loss: 0.0311792 | Time: 1997.36 ms
[2022-03-14 00:12:34 main:574] : INFO : Epoch 1615 | loss: 0.0311378 | val_loss: 0.0311789 | Time: 2040.94 ms
[2022-03-14 00:12:36 main:574] : INFO : Epoch 1616 | loss: 0.0311367 | val_loss: 0.0311772 | Time: 1999.05 ms
[2022-03-14 00:12:38 main:574] : INFO : Epoch 1617 | loss: 0.0311412 | val_loss: 0.0311728 | Time: 2010.06 ms
[2022-03-14 00:12:40 main:574] : INFO : Epoch 1618 | loss: 0.031143 | val_loss: 0.0311789 | Time: 1999.2 ms
[2022-03-14 00:12:42 main:574] : INFO : Epoch 1619 | loss: 0.0311428 | val_loss: 0.0311804 | Time: 2012.58 ms
[2022-03-14 00:12:44 main:574] : INFO : Epoch 1620 | loss: 0.0311518 | val_loss: 0.0311792 | Time: 1962.5 ms
[2022-03-14 00:12:46 main:574] : INFO : Epoch 1621 | loss: 0.0311636 | val_loss: 0.0311819 | Time: 1953.16 ms
[2022-03-14 00:12:48 main:574] : INFO : Epoch 1622 | loss: 0.0311696 | val_loss: 0.0311777 | Time: 1968.42 ms
[2022-03-14 00:12:50 main:574] : INFO : Epoch 1623 | loss: 0.0311609 | val_loss: 0.0311786 | Time: 2044.56 ms
[2022-03-14 00:12:52 main:574] : INFO : Epoch 1624 | loss: 0.03116 | val_loss: 0.0311718 | Time: 2044.94 ms
[2022-03-14 00:12:54 main:574] : INFO : Epoch 1625 | loss: 0.0311538 | val_loss: 0.0311742 | Time: 1975.82 ms
[2022-03-14 00:12:56 main:574] : INFO : Epoch 1626 | loss: 0.0311532 | val_loss: 0.0311736 | Time: 1969.22 ms
[2022-03-14 00:12:58 main:574] : INFO : Epoch 1627 | loss: 0.0311476 | val_loss: 0.0311763 | Time: 1976.96 ms
[2022-03-14 00:13:00 main:574] : INFO : Epoch 1628 | loss: 0.0311462 | val_loss: 0.0311779 | Time: 2009 ms
[2022-03-14 00:13:02 main:574] : INFO : Epoch 1629 | loss: 0.0311448 | val_loss: 0.0311769 | Time: 2006.13 ms
[2022-03-14 00:13:04 main:574] : INFO : Epoch 1630 | loss: 0.0311463 | val_loss: 0.0311733 | Time: 2002.48 ms
[2022-03-14 00:13:06 main:574] : INFO : Epoch 1631 | loss: 0.0311457 | val_loss: 0.0311776 | Time: 1985.8 ms
[2022-03-14 00:13:08 main:574] : INFO : Epoch 1632 | loss: 0.0311444 | val_loss: 0.031174 | Time: 1990.02 ms
[2022-03-14 00:13:10 main:574] : INFO : Epoch 1633 | loss: 0.031158 | val_loss: 0.0311748 | Time: 1970.75 ms
[2022-03-14 00:13:12 main:574] : INFO : Epoch 1634 | loss: 0.0311529 | val_loss: 0.0311737 | Time: 1998.38 ms
[2022-03-14 00:13:14 main:574] : INFO : Epoch 1635 | loss: 0.0311533 | val_loss: 0.0311707 | Time: 1998.66 ms
[2022-03-14 00:13:16 main:574] : INFO : Epoch 1636 | loss: 0.03115 | val_loss: 0.0311705 | Time: 2031.26 ms
[2022-03-14 00:13:18 main:574] : INFO : Epoch 1637 | loss: 0.0311462 | val_loss: 0.0311719 | Time: 2035 ms
[2022-03-14 00:13:20 main:574] : INFO : Epoch 1638 | loss: 0.0311425 | val_loss: 0.0311714 | Time: 1953.98 ms
[2022-03-14 00:13:22 main:574] : INFO : Epoch 1639 | loss: 0.0311428 | val_loss: 0.0311755 | Time: 1959.95 ms
[2022-03-14 00:13:24 main:574] : INFO : Epoch 1640 | loss: 0.0311488 | val_loss: 0.0311727 | Time: 1950.95 ms
[2022-03-14 00:13:26 main:574] : INFO : Epoch 1641 | loss: 0.0311463 | val_loss: 0.0311741 | Time: 1999.84 ms
[2022-03-14 00:13:28 main:574] : INFO : Epoch 1642 | loss: 0.0311443 | val_loss: 0.031174 | Time: 1993.47 ms
[2022-03-14 00:13:30 main:574] : INFO : Epoch 1643 | loss: 0.0311399 | val_loss: 0.0311741 | Time: 2005.63 ms
[2022-03-14 00:13:32 main:574] : INFO : Epoch 1644 | loss: 0.0311411 | val_loss: 0.0311761 | Time: 2037.63 ms
[2022-03-14 00:13:34 main:574] : INFO : Epoch 1645 | loss: 0.0311427 | val_loss: 0.0311754 | Time: 1972.18 ms
[2022-03-14 00:13:36 main:574] : INFO : Epoch 1646 | loss: 0.0311409 | val_loss: 0.0311732 | Time: 2016.67 ms
[2022-03-14 00:13:38 main:574] : INFO : Epoch 1647 | loss: 0.0311393 | val_loss: 0.0311721 | Time: 1955.22 ms
[2022-03-14 00:13:40 main:574] : INFO : Epoch 1648 | loss: 0.0311413 | val_loss: 0.031173 | Time: 2055.85 ms
[2022-03-14 00:13:42 main:574] : INFO : Epoch 1649 | loss: 0.0311458 | val_loss: 0.031181 | Time: 1985.36 ms
[2022-03-14 00:13:44 main:574] : INFO : Epoch 1650 | loss: 0.0311469 | val_loss: 0.03118 | Time: 2012.68 ms
[2022-03-14 00:13:46 main:574] : INFO : Epoch 1651 | loss: 0.0311463 | val_loss: 0.0311722 | Time: 2054.8 ms
[2022-03-14 00:13:48 main:574] : INFO : Epoch 1652 | loss: 0.031142 | val_loss: 0.0311729 | Time: 2001.78 ms
[2022-03-14 00:13:50 main:574] : INFO : Epoch 1653 | loss: 0.0311385 | val_loss: 0.0311731 | Time: 2021 ms
[2022-03-14 00:13:52 main:574] : INFO : Epoch 1654 | loss: 0.0311378 | val_loss: 0.0311813 | Time: 1981.03 ms
[2022-03-14 00:13:54 main:574] : INFO : Epoch 1655 | loss: 0.0311388 | val_loss: 0.0311723 | Time: 1948.25 ms
[2022-03-14 00:13:56 main:574] : INFO : Epoch 1656 | loss: 0.0311342 | val_loss: 0.0311684 | Time: 1998.49 ms
[2022-03-14 00:13:58 main:574] : INFO : Epoch 1657 | loss: 0.0311354 | val_loss: 0.0311768 | Time: 1992.12 ms
[2022-03-14 00:14:00 main:574] : INFO : Epoch 1658 | loss: 0.031139 | val_loss: 0.0311803 | Time: 1977.09 ms
[2022-03-14 00:14:02 main:574] : INFO : Epoch 1659 | loss: 0.0311355 | val_loss: 0.0311772 | Time: 2042.11 ms
[2022-03-14 00:14:04 main:574] : INFO : Epoch 1660 | loss: 0.031136 | val_loss: 0.0311831 | Time: 1991.28 ms
[2022-03-14 00:14:06 main:574] : INFO : Epoch 1661 | loss: 0.0311438 | val_loss: 0.0311772 | Time: 2041.97 ms
[2022-03-14 00:14:08 main:574] : INFO : Epoch 1662 | loss: 0.0311441 | val_loss: 0.0311774 | Time: 2002.07 ms
[2022-03-14 00:14:10 main:574] : INFO : Epoch 1663 | loss: 0.0311391 | val_loss: 0.0311785 | Time: 1980.4 ms
[2022-03-14 00:14:12 main:574] : INFO : Epoch 1664 | loss: 0.0311363 | val_loss: 0.0311792 | Time: 2028.05 ms
[2022-03-14 00:14:14 main:574] : INFO : Epoch 1665 | loss: 0.0311337 | val_loss: 0.0311867 | Time: 1983.29 ms
[2022-03-14 00:14:16 main:574] : INFO : Epoch 1666 | loss: 0.0311352 | val_loss: 0.0311773 | Time: 2023.96 ms
[2022-03-14 00:14:18 main:574] : INFO : Epoch 1667 | loss: 0.0311352 | val_loss: 0.0311781 | Time: 1990.18 ms
[2022-03-14 00:14:20 main:574] : INFO : Epoch 1668 | loss: 0.0311408 | val_loss: 0.0311769 | Time: 1967.06 ms
[2022-03-14 00:14:22 main:574] : INFO : Epoch 1669 | loss: 0.0311406 | val_loss: 0.0311743 | Time: 2007.29 ms
[2022-03-14 00:14:24 main:574] : INFO : Epoch 1670 | loss: 0.0311335 | val_loss: 0.0311766 | Time: 1995.07 ms
[2022-03-14 00:14:26 main:574] : INFO : Epoch 1671 | loss: 0.0311354 | val_loss: 0.0311749 | Time: 2023.02 ms
[2022-03-14 00:14:28 main:574] : INFO : Epoch 1672 | loss: 0.0311349 | val_loss: 0.0311734 | Time: 1948.62 ms
[2022-03-14 00:14:30 main:574] : INFO : Epoch 1673 | loss: 0.0311381 | val_loss: 0.0311736 | Time: 1986.89 ms
[2022-03-14 00:14:32 main:574] : INFO : Epoch 1674 | loss: 0.0311388 | val_loss: 0.0311751 | Time: 2020.33 ms
[2022-03-14 00:14:34 main:574] : INFO : Epoch 1675 | loss: 0.0311339 | val_loss: 0.0311787 | Time: 2011.22 ms
[2022-03-14 00:14:36 main:574] : INFO : Epoch 1676 | loss: 0.0311359 | val_loss: 0.0311755 | Time: 1941.6 ms
[2022-03-14 00:14:38 main:574] : INFO : Epoch 1677 | loss: 0.0311376 | val_loss: 0.0311771 | Time: 2012.4 ms
[2022-03-14 00:14:40 main:574] : INFO : Epoch 1678 | loss: 0.0311376 | val_loss: 0.0311776 | Time: 2001.22 ms
[2022-03-14 00:14:42 main:574] : INFO : Epoch 1679 | loss: 0.0311362 | val_loss: 0.031176 | Time: 2015.14 ms
[2022-03-14 00:14:44 main:574] : INFO : Epoch 1680 | loss: 0.0311351 | val_loss: 0.0311748 | Time: 2010.26 ms
[2022-03-14 00:14:46 main:574] : INFO : Epoch 1681 | loss: 0.0311333 | val_loss: 0.0311754 | Time: 1974.74 ms
[2022-03-14 00:14:48 main:574] : INFO : Epoch 1682 | loss: 0.031131 | val_loss: 0.0311793 | Time: 1922 ms
[2022-03-14 00:14:50 main:574] : INFO : Epoch 1683 | loss: 0.0311388 | val_loss: 0.0311764 | Time: 1959.16 ms
[2022-03-14 00:14:52 main:574] : INFO : Epoch 1684 | loss: 0.0311401 | val_loss: 0.0311751 | Time: 2027.96 ms
[2022-03-14 00:14:54 main:574] : INFO : Epoch 1685 | loss: 0.0311563 | val_loss: 0.0311957 | Time: 2056.27 ms
[2022-03-14 00:14:57 main:574] : INFO : Epoch 1686 | loss: 0.0311652 | val_loss: 0.0311876 | Time: 2242.17 ms
[2022-03-14 00:14:59 main:574] : INFO : Epoch 1687 | loss: 0.031376 | val_loss: 0.0319537 | Time: 2071.47 ms
[2022-03-14 00:15:01 main:574] : INFO : Epoch 1688 | loss: 0.0355822 | val_loss: 0.0371865 | Time: 2000.22 ms
[2022-03-14 00:15:03 main:574] : INFO : Epoch 1689 | loss: 0.0325001 | val_loss: 0.0322537 | Time: 1965.07 ms
[2022-03-14 00:15:05 main:574] : INFO : Epoch 1690 | loss: 0.032152 | val_loss: 0.0314084 | Time: 2040.86 ms
[2022-03-14 00:15:07 main:574] : INFO : Epoch 1691 | loss: 0.0313294 | val_loss: 0.0312726 | Time: 1955.34 ms
[2022-03-14 00:15:09 main:574] : INFO : Epoch 1692 | loss: 0.0312522 | val_loss: 0.0312428 | Time: 1951.01 ms
[2022-03-14 00:15:11 main:574] : INFO : Epoch 1693 | loss: 0.0312376 | val_loss: 0.0312342 | Time: 1949.97 ms
[2022-03-14 00:15:13 main:574] : INFO : Epoch 1694 | loss: 0.0312298 | val_loss: 0.0312292 | Time: 1977.94 ms
[2022-03-14 00:15:15 main:574] : INFO : Epoch 1695 | loss: 0.0312278 | val_loss: 0.0312204 | Time: 1999.1 ms
[2022-03-14 00:15:17 main:574] : INFO : Epoch 1696 | loss: 0.0312201 | val_loss: 0.0312169 | Time: 1986.58 ms
[2022-03-14 00:15:19 main:574] : INFO : Epoch 1697 | loss: 0.031218 | val_loss: 0.0312123 | Time: 2029.88 ms
[2022-03-14 00:15:21 main:574] : INFO : Epoch 1698 | loss: 0.0312113 | val_loss: 0.03121 | Time: 2018.67 ms
[2022-03-14 00:15:23 main:574] : INFO : Epoch 1699 | loss: 0.031208 | val_loss: 0.0312073 | Time: 2005.49 ms
[2022-03-14 00:15:25 main:574] : INFO : Epoch 1700 | loss: 0.0312094 | val_loss: 0.0312047 | Time: 2042.85 ms
[2022-03-14 00:15:27 main:574] : INFO : Epoch 1701 | loss: 0.0312016 | val_loss: 0.0311991 | Time: 1963.35 ms
[2022-03-14 00:15:29 main:574] : INFO : Epoch 1702 | loss: 0.0311979 | val_loss: 0.0311971 | Time: 1970.82 ms
[2022-03-14 00:15:31 main:574] : INFO : Epoch 1703 | loss: 0.0311952 | val_loss: 0.031193 | Time: 1924.56 ms
[2022-03-14 00:15:33 main:574] : INFO : Epoch 1704 | loss: 0.0311951 | val_loss: 0.031199 | Time: 1957.4 ms
[2022-03-14 00:15:35 main:574] : INFO : Epoch 1705 | loss: 0.0311924 | val_loss: 0.0311892 | Time: 1997.5 ms
[2022-03-14 00:15:37 main:574] : INFO : Epoch 1706 | loss: 0.0311906 | val_loss: 0.0311884 | Time: 1954.82 ms
[2022-03-14 00:15:39 main:574] : INFO : Epoch 1707 | loss: 0.0311883 | val_loss: 0.031189 | Time: 1987.48 ms
[2022-03-14 00:15:41 main:574] : INFO : Epoch 1708 | loss: 0.0311871 | val_loss: 0.0311884 | Time: 1992.3 ms
[2022-03-14 00:15:43 main:574] : INFO : Epoch 1709 | loss: 0.0311928 | val_loss: 0.0311922 | Time: 2026.09 ms
[2022-03-14 00:15:45 main:574] : INFO : Epoch 1710 | loss: 0.0311869 | val_loss: 0.0311869 | Time: 1957.07 ms
[2022-03-14 00:15:47 main:574] : INFO : Epoch 1711 | loss: 0.0311848 | val_loss: 0.0311926 | Time: 1959.91 ms
[2022-03-14 00:15:49 main:574] : INFO : Epoch 1712 | loss: 0.0311865 | val_loss: 0.0311866 | Time: 2004.4 ms
[2022-03-14 00:15:51 main:574] : INFO : Epoch 1713 | loss: 0.0311923 | val_loss: 0.0311911 | Time: 1967.94 ms
[2022-03-14 00:15:52 main:574] : INFO : Epoch 1714 | loss: 0.0311836 | val_loss: 0.0311869 | Time: 1905.63 ms
[2022-03-14 00:15:54 main:574] : INFO : Epoch 1715 | loss: 0.0311847 | val_loss: 0.031187 | Time: 1992.82 ms
[2022-03-14 00:15:56 main:574] : INFO : Epoch 1716 | loss: 0.0311832 | val_loss: 0.0311859 | Time: 1954.23 ms
[2022-03-14 00:15:58 main:574] : INFO : Epoch 1717 | loss: 0.031184 | val_loss: 0.0311829 | Time: 1967.56 ms
[2022-03-14 00:16:00 main:574] : INFO : Epoch 1718 | loss: 0.0311834 | val_loss: 0.0311827 | Time: 1997.52 ms
[2022-03-14 00:16:02 main:574] : INFO : Epoch 1719 | loss: 0.0311816 | val_loss: 0.0311832 | Time: 1988.32 ms
[2022-03-14 00:16:04 main:574] : INFO : Epoch 1720 | loss: 0.0311837 | val_loss: 0.031186 | Time: 2014.47 ms
[2022-03-14 00:16:06 main:574] : INFO : Epoch 1721 | loss: 0.0311801 | val_loss: 0.0311811 | Time: 2035.8 ms
[2022-03-14 00:16:09 main:574] : INFO : Epoch 1722 | loss: 0.031179 | val_loss: 0.0311806 | Time: 2068.23 ms
[2022-03-14 00:16:11 main:574] : INFO : Epoch 1723 | loss: 0.0311763 | val_loss: 0.0311819 | Time: 2027.88 ms
[2022-03-14 00:16:13 main:574] : INFO : Epoch 1724 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 1939.09 ms
[2022-03-14 00:16:15 main:574] : INFO : Epoch 1725 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 2025.29 ms
[2022-03-14 00:16:17 main:574] : INFO : Epoch 1726 | loss: 0.0311767 | val_loss: 0.0311864 | Time: 1985.13 ms
[2022-03-14 00:16:19 main:574] : INFO : Epoch 1727 | loss: 0.0311764 | val_loss: 0.0311803 | Time: 2010.65 ms
[2022-03-14 00:16:21 main:574] : INFO : Epoch 1728 | loss: 0.031174 | val_loss: 0.0311792 | Time: 1993.77 ms
[2022-03-14 00:16:23 main:574] : INFO : Epoch 1729 | loss: 0.0311759 | val_loss: 0.0311834 | Time: 2000.6 ms
[2022-03-14 00:16:25 main:574] : INFO : Epoch 1730 | loss: 0.031177 | val_loss: 0.03118 | Time: 1990.02 ms
[2022-03-14 00:16:27 main:574] : INFO : Epoch 1731 | loss: 0.031175 | val_loss: 0.0311795 | Time: 2010.26 ms
[2022-03-14 00:16:29 main:574] : INFO : Epoch 1732 | loss: 0.0311723 | val_loss: 0.031178 | Time: 2004.26 ms
[2022-03-14 00:16:31 main:574] : INFO : Epoch 1733 | loss: 0.0311714 | val_loss: 0.0311784 | Time: 1979.27 ms
[2022-03-14 00:16:33 main:574] : INFO : Epoch 1734 | loss: 0.031172 | val_loss: 0.0311784 | Time: 1963.46 ms
[2022-03-14 00:16:35 main:574] : INFO : Epoch 1735 | loss: 0.0311709 | val_loss: 0.0311772 | Time: 2083.6 ms
[2022-03-14 00:16:37 main:574] : INFO : Epoch 1736 | loss: 0.0311739 | val_loss: 0.0311833 | Time: 2175.05 ms
[2022-03-14 00:16:39 main:574] : INFO : Epoch 1737 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 1976.38 ms
[2022-03-14 00:16:41 main:574] : INFO : Epoch 1738 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 1994.7 ms
[2022-03-14 00:16:43 main:574] : INFO : Epoch 1739 | loss: 0.031174 | val_loss: 0.0311775 | Time: 1989.31 ms
[2022-03-14 00:16:45 main:574] : INFO : Epoch 1740 | loss: 0.0311699 | val_loss: 0.0311765 | Time: 1979.44 ms
[2022-03-14 00:16:47 main:574] : INFO : Epoch 1741 | loss: 0.0311691 | val_loss: 0.0311777 | Time: 2048.86 ms
[2022-03-14 00:16:49 main:574] : INFO : Epoch 1742 | loss: 0.0311685 | val_loss: 0.0311811 | Time: 2007.3 ms
[2022-03-14 00:16:51 main:574] : INFO : Epoch 1743 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 1943.75 ms
[2022-03-14 00:16:53 main:574] : INFO : Epoch 1744 | loss: 0.0311702 | val_loss: 0.0311844 | Time: 1983.03 ms
[2022-03-14 00:16:55 main:574] : INFO : Epoch 1745 | loss: 0.0311713 | val_loss: 0.0311792 | Time: 1912.8 ms
[2022-03-14 00:16:57 main:574] : INFO : Epoch 1746 | loss: 0.0311737 | val_loss: 0.031179 | Time: 1944.94 ms
[2022-03-14 00:16:59 main:574] : INFO : Epoch 1747 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 1954.12 ms
[2022-03-14 00:17:01 main:574] : INFO : Epoch 1748 | loss: 0.0311667 | val_loss: 0.0311778 | Time: 1972.71 ms
[2022-03-14 00:17:03 main:574] : INFO : Epoch 1749 | loss: 0.031167 | val_loss: 0.0311812 | Time: 2020.06 ms
[2022-03-14 00:17:05 main:574] : INFO : Epoch 1750 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 1945.08 ms
[2022-03-14 00:17:07 main:574] : INFO : Epoch 1751 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 1973.54 ms
[2022-03-14 00:17:09 main:574] : INFO : Epoch 1752 | loss: 0.0311667 | val_loss: 0.0311753 | Time: 2040.96 ms
[2022-03-14 00:17:11 main:574] : INFO : Epoch 1753 | loss: 0.0311664 | val_loss: 0.031176 | Time: 1981.42 ms
[2022-03-14 00:17:13 main:574] : INFO : Epoch 1754 | loss: 0.0311652 | val_loss: 0.0311757 | Time: 2031.41 ms
[2022-03-14 00:17:15 main:574] : INFO : Epoch 1755 | loss: 0.0311656 | val_loss: 0.03118 | Time: 2030.72 ms
[2022-03-14 00:17:17 main:574] : INFO : Epoch 1756 | loss: 0.0311678 | val_loss: 0.0311731 | Time: 1972.9 ms
[2022-03-14 00:17:19 main:574] : INFO : Epoch 1757 | loss: 0.0311667 | val_loss: 0.031175 | Time: 1949.87 ms
[2022-03-14 00:17:21 main:574] : INFO : Epoch 1758 | loss: 0.0311652 | val_loss: 0.0311808 | Time: 1884.36 ms
[2022-03-14 00:17:22 main:574] : INFO : Epoch 1759 | loss: 0.0311653 | val_loss: 0.0311835 | Time: 1944.63 ms
[2022-03-14 00:17:24 main:574] : INFO : Epoch 1760 | loss: 0.0311677 | val_loss: 0.0311806 | Time: 1964.04 ms
[2022-03-14 00:17:26 main:574] : INFO : Epoch 1761 | loss: 0.0311671 | val_loss: 0.0311838 | Time: 2019.83 ms
[2022-03-14 00:17:29 main:574] : INFO : Epoch 1762 | loss: 0.0311652 | val_loss: 0.0311782 | Time: 2012.92 ms
[2022-03-14 00:17:30 main:574] : INFO : Epoch 1763 | loss: 0.031165 | val_loss: 0.0311824 | Time: 1953.31 ms
[2022-03-14 00:17:32 main:574] : INFO : Epoch 1764 | loss: 0.0311643 | val_loss: 0.0311826 | Time: 1967.84 ms
[2022-03-14 00:17:35 main:574] : INFO : Epoch 1765 | loss: 0.031164 | val_loss: 0.0311808 | Time: 2050.67 ms
[2022-03-14 00:17:36 main:574] : INFO : Epoch 1766 | loss: 0.0311675 | val_loss: 0.0311766 | Time: 1963.17 ms
[2022-03-14 00:17:38 main:574] : INFO : Epoch 1767 | loss: 0.0311647 | val_loss: 0.0311805 | Time: 1958.86 ms
[2022-03-14 00:17:40 main:574] : INFO : Epoch 1768 | loss: 0.0311648 | val_loss: 0.0311816 | Time: 1988.19 ms
[2022-03-14 00:17:42 main:574] : INFO : Epoch 1769 | loss: 0.0311697 | val_loss: 0.0311783 | Time: 2006.53 ms
[2022-03-14 00:17:45 main:574] : INFO : Epoch 1770 | loss: 0.0311656 | val_loss: 0.0311755 | Time: 2044.74 ms
[2022-03-14 00:17:47 main:574] : INFO : Epoch 1771 | loss: 0.0311654 | val_loss: 0.0311754 | Time: 1999.37 ms
[2022-03-14 00:17:49 main:574] : INFO : Epoch 1772 | loss: 0.0311629 | val_loss: 0.0311774 | Time: 2008.93 ms
[2022-03-14 00:17:51 main:574] : INFO : Epoch 1773 | loss: 0.0311616 | val_loss: 0.0311782 | Time: 2028.34 ms
[2022-03-14 00:17:53 main:574] : INFO : Epoch 1774 | loss: 0.0311625 | val_loss: 0.0311782 | Time: 2011.95 ms
[2022-03-14 00:17:55 main:574] : INFO : Epoch 1775 | loss: 0.0311619 | val_loss: 0.0311808 | Time: 1987.92 ms
[2022-03-14 00:17:57 main:574] : INFO : Epoch 1776 | loss: 0.0311616 | val_loss: 0.0311807 | Time: 2005.13 ms
[2022-03-14 00:17:59 main:574] : INFO : Epoch 1777 | loss: 0.0311616 | val_loss: 0.0311812 | Time: 1975.59 ms
[2022-03-14 00:18:01 main:574] : INFO : Epoch 1778 | loss: 0.0311611 | val_loss: 0.0311777 | Time: 2055.89 ms
[2022-03-14 00:18:03 main:574] : INFO : Epoch 1779 | loss: 0.0311606 | val_loss: 0.0311791 | Time: 1981.22 ms
[2022-03-14 00:18:05 main:574] : INFO : Epoch 1780 | loss: 0.031161 | val_loss: 0.0311807 | Time: 2000.07 ms
[2022-03-14 00:18:07 main:574] : INFO : Epoch 1781 | loss: 0.0311635 | val_loss: 0.0311774 | Time: 1984.08 ms
[2022-03-14 00:18:09 main:574] : INFO : Epoch 1782 | loss: 0.031161 | val_loss: 0.0311822 | Time: 2007.59 ms
[2022-03-14 00:18:11 main:574] : INFO : Epoch 1783 | loss: 0.0311615 | val_loss: 0.0311792 | Time: 1983.77 ms
[2022-03-14 00:18:13 main:574] : INFO : Epoch 1784 | loss: 0.0311603 | val_loss: 0.0311782 | Time: 2037.73 ms
[2022-03-14 00:18:15 main:574] : INFO : Epoch 1785 | loss: 0.0311638 | val_loss: 0.0311764 | Time: 1979.07 ms
[2022-03-14 00:18:17 main:574] : INFO : Epoch 1786 | loss: 0.0311681 | val_loss: 0.0311764 | Time: 1995.24 ms
[2022-03-14 00:18:19 main:574] : INFO : Epoch 1787 | loss: 0.0311664 | val_loss: 0.0311779 | Time: 2005.66 ms
[2022-03-14 00:18:21 main:574] : INFO : Epoch 1788 | loss: 0.0311643 | val_loss: 0.0311811 | Time: 1988.02 ms
[2022-03-14 00:18:23 main:574] : INFO : Epoch 1789 | loss: 0.0311657 | val_loss: 0.0311781 | Time: 2002.07 ms
[2022-03-14 00:18:25 main:574] : INFO : Epoch 1790 | loss: 0.0311649 | val_loss: 0.0311837 | Time: 1990.35 ms
[2022-03-14 00:18:27 main:574] : INFO : Epoch 1791 | loss: 0.0311661 | val_loss: 0.0311872 | Time: 1977.67 ms
[2022-03-14 00:18:29 main:574] : INFO : Epoch 1792 | loss: 0.0311625 | val_loss: 0.0311826 | Time: 2045.4 ms
[2022-03-14 00:18:31 main:574] : INFO : Epoch 1793 | loss: 0.0311651 | val_loss: 0.0311891 | Time: 1973.56 ms
[2022-03-14 00:18:33 main:574] : INFO : Epoch 1794 | loss: 0.0311623 | val_loss: 0.0311784 | Time: 1997.61 ms
[2022-03-14 00:18:35 main:574] : INFO : Epoch 1795 | loss: 0.0311589 | val_loss: 0.0311801 | Time: 2032.03 ms
[2022-03-14 00:18:37 main:574] : INFO : Epoch 1796 | loss: 0.0311587 | val_loss: 0.031182 | Time: 1977.79 ms
[2022-03-14 00:18:39 main:574] : INFO : Epoch 1797 | loss: 0.0311594 | val_loss: 0.0311788 | Time: 1951.43 ms
[2022-03-14 00:18:41 main:574] : INFO : Epoch 1798 | loss: 0.0311604 | val_loss: 0.031181 | Time: 2021.69 ms
[2022-03-14 00:18:43 main:574] : INFO : Epoch 1799 | loss: 0.0311628 | val_loss: 0.0311835 | Time: 2050.29 ms
[2022-03-14 00:18:45 main:574] : INFO : Epoch 1800 | loss: 0.0311607 | val_loss: 0.0311827 | Time: 1945.43 ms
[2022-03-14 00:18:47 main:574] : INFO : Epoch 1801 | loss: 0.0311605 | val_loss: 0.0311848 | Time: 2028.88 ms
[2022-03-14 00:18:49 main:574] : INFO : Epoch 1802 | loss: 0.0311595 | val_loss: 0.031183 | Time: 2010.15 ms
[2022-03-14 00:18:51 main:574] : INFO : Epoch 1803 | loss: 0.0311634 | val_loss: 0.031182 | Time: 2014.8 ms
[2022-03-14 00:18:53 main:574] : INFO : Epoch 1804 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 1966.81 ms
[2022-03-14 00:18:55 main:574] : INFO : Epoch 1805 | loss: 0.031162 | val_loss: 0.0311764 | Time: 1975.32 ms
[2022-03-14 00:18:57 main:574] : INFO : Epoch 1806 | loss: 0.0311612 | val_loss: 0.0311768 | Time: 1978.32 ms
[2022-03-14 00:18:59 main:574] : INFO : Epoch 1807 | loss: 0.0311633 | val_loss: 0.0311816 | Time: 1989.91 ms
[2022-03-14 00:19:01 main:574] : INFO : Epoch 1808 | loss: 0.0311661 | val_loss: 0.0311819 | Time: 1980.17 ms
[2022-03-14 00:19:03 main:574] : INFO : Epoch 1809 | loss: 0.0311615 | val_loss: 0.0311821 | Time: 2011.12 ms
[2022-03-14 00:19:05 main:574] : INFO : Epoch 1810 | loss: 0.0311628 | val_loss: 0.0311809 | Time: 1932.12 ms
[2022-03-14 00:19:07 main:574] : INFO : Epoch 1811 | loss: 0.0311701 | val_loss: 0.0311828 | Time: 2008.07 ms
[2022-03-14 00:19:09 main:574] : INFO : Epoch 1812 | loss: 0.0311693 | val_loss: 0.0311771 | Time: 1952.13 ms
[2022-03-14 00:19:11 main:574] : INFO : Epoch 1813 | loss: 0.0311685 | val_loss: 0.0311796 | Time: 2017.23 ms
[2022-03-14 00:19:13 main:574] : INFO : Epoch 1814 | loss: 0.0311686 | val_loss: 0.0311827 | Time: 1963.27 ms
[2022-03-14 00:19:15 main:574] : INFO : Epoch 1815 | loss: 0.031164 | val_loss: 0.0311836 | Time: 1956.37 ms
[2022-03-14 00:19:17 main:574] : INFO : Epoch 1816 | loss: 0.0311623 | val_loss: 0.0311789 | Time: 1977.38 ms
[2022-03-14 00:19:19 main:574] : INFO : Epoch 1817 | loss: 0.0311606 | val_loss: 0.0311784 | Time: 1961.67 ms
[2022-03-14 00:19:21 main:574] : INFO : Epoch 1818 | loss: 0.0311606 | val_loss: 0.0311832 | Time: 1979.29 ms
[2022-03-14 00:19:23 main:574] : INFO : Epoch 1819 | loss: 0.0311595 | val_loss: 0.0311776 | Time: 1973.31 ms
[2022-03-14 00:19:25 main:574] : INFO : Epoch 1820 | loss: 0.031161 | val_loss: 0.0311768 | Time: 2003.5 ms
[2022-03-14 00:19:27 main:574] : INFO : Epoch 1821 | loss: 0.0311586 | val_loss: 0.03118 | Time: 2015.63 ms
[2022-03-14 00:19:29 main:574] : INFO : Epoch 1822 | loss: 0.0311575 | val_loss: 0.0311764 | Time: 1975.24 ms
[2022-03-14 00:19:31 main:574] : INFO : Epoch 1823 | loss: 0.0311572 | val_loss: 0.0311766 | Time: 2011.34 ms
[2022-03-14 00:19:33 main:574] : INFO : Epoch 1824 | loss: 0.0311586 | val_loss: 0.0311778 | Time: 1927.87 ms
[2022-03-14 00:19:35 main:574] : INFO : Epoch 1825 | loss: 0.031157 | val_loss: 0.0311804 | Time: 2069.36 ms
[2022-03-14 00:19:37 main:574] : INFO : Epoch 1826 | loss: 0.0311554 | val_loss: 0.0311799 | Time: 1973.55 ms
[2022-03-14 00:19:39 main:574] : INFO : Epoch 1827 | loss: 0.031155 | val_loss: 0.0311765 | Time: 1963.71 ms
[2022-03-14 00:19:41 main:574] : INFO : Epoch 1828 | loss: 0.0311547 | val_loss: 0.0311797 | Time: 1993.54 ms
[2022-03-14 00:19:43 main:574] : INFO : Epoch 1829 | loss: 0.0311598 | val_loss: 0.0311822 | Time: 1920.83 ms
[2022-03-14 00:19:45 main:574] : INFO : Epoch 1830 | loss: 0.0311545 | val_loss: 0.0311841 | Time: 1998.68 ms
[2022-03-14 00:19:47 main:574] : INFO : Epoch 1831 | loss: 0.0311535 | val_loss: 0.0311789 | Time: 2008.85 ms
[2022-03-14 00:19:49 main:574] : INFO : Epoch 1832 | loss: 0.0311531 | val_loss: 0.0311832 | Time: 1947.88 ms
[2022-03-14 00:19:51 main:574] : INFO : Epoch 1833 | loss: 0.0311546 | val_loss: 0.0311794 | Time: 1958.67 ms
[2022-03-14 00:19:53 main:574] : INFO : Epoch 1834 | loss: 0.0311554 | val_loss: 0.0311784 | Time: 1980.25 ms
[2022-03-14 00:19:55 main:574] : INFO : Epoch 1835 | loss: 0.0311594 | val_loss: 0.031176 | Time: 2000.79 ms
[2022-03-14 00:19:57 main:574] : INFO : Epoch 1836 | loss: 0.031158 | val_loss: 0.0311822 | Time: 2009.54 ms
[2022-03-14 00:19:59 main:574] : INFO : Epoch 1837 | loss: 0.0311595 | val_loss: 0.0311808 | Time: 1967.17 ms
[2022-03-14 00:20:01 main:574] : INFO : Epoch 1838 | loss: 0.0311563 | val_loss: 0.0311882 | Time: 2027.83 ms
[2022-03-14 00:20:03 main:574] : INFO : Epoch 1839 | loss: 0.0311563 | val_loss: 0.0311828 | Time: 2006.43 ms
[2022-03-14 00:20:05 main:574] : INFO : Epoch 1840 | loss: 0.031155 | val_loss: 0.0311754 | Time: 1994.84 ms
[2022-03-14 00:20:07 main:574] : INFO : Epoch 1841 | loss: 0.0311527 | val_loss: 0.0311772 | Time: 1965.6 ms
[2022-03-14 00:20:09 main:574] : INFO : Epoch 1842 | loss: 0.0311551 | val_loss: 0.0311787 | Time: 2033.73 ms
[2022-03-14 00:20:11 main:574] : INFO : Epoch 1843 | loss: 0.0311518 | val_loss: 0.0311765 | Time: 2004.34 ms
[2022-03-14 00:20:13 main:574] : INFO : Epoch 1844 | loss: 0.0311533 | val_loss: 0.0311834 | Time: 1967.79 ms
[2022-03-14 00:20:15 main:574] : INFO : Epoch 1845 | loss: 0.0311531 | val_loss: 0.0311748 | Time: 1941.01 ms
[2022-03-14 00:20:17 main:574] : INFO : Epoch 1846 | loss: 0.0311511 | val_loss: 0.0311755 | Time: 1993.53 ms
[2022-03-14 00:20:19 main:574] : INFO : Epoch 1847 | loss: 0.0311504 | val_loss: 0.0311796 | Time: 1976.29 ms
[2022-03-14 00:20:20 main:574] : INFO : Epoch 1848 | loss: 0.0311505 | val_loss: 0.0311748 | Time: 1912.63 ms
[2022-03-14 00:20:22 main:574] : INFO : Epoch 1849 | loss: 0.0311562 | val_loss: 0.031177 | Time: 1931.58 ms
[2022-03-14 00:20:24 main:574] : INFO : Epoch 1850 | loss: 0.0311537 | val_loss: 0.0311773 | Time: 1912.38 ms
[2022-03-14 00:20:26 main:574] : INFO : Epoch 1851 | loss: 0.0311508 | val_loss: 0.0311749 | Time: 1992.54 ms
[2022-03-14 00:20:28 main:574] : INFO : Epoch 1852 | loss: 0.0311491 | val_loss: 0.031175 | Time: 2020.91 ms
[2022-03-14 00:20:30 main:574] : INFO : Epoch 1853 | loss: 0.031148 | val_loss: 0.0311784 | Time: 1992.36 ms
[2022-03-14 00:20:32 main:574] : INFO : Epoch 1854 | loss: 0.0311476 | val_loss: 0.0311844 | Time: 1973.84 ms
[2022-03-14 00:20:34 main:574] : INFO : Epoch 1855 | loss: 0.0311503 | val_loss: 0.0311793 | Time: 2025.03 ms
[2022-03-14 00:20:36 main:574] : INFO : Epoch 1856 | loss: 0.0311488 | val_loss: 0.0311815 | Time: 1964.09 ms
[2022-03-14 00:20:38 main:574] : INFO : Epoch 1857 | loss: 0.0311492 | val_loss: 0.0311751 | Time: 1946.07 ms
[2022-03-14 00:20:40 main:574] : INFO : Epoch 1858 | loss: 0.031154 | val_loss: 0.031175 | Time: 2042.63 ms
[2022-03-14 00:20:42 main:574] : INFO : Epoch 1859 | loss: 0.0311576 | val_loss: 0.0311789 | Time: 1982.16 ms
[2022-03-14 00:20:44 main:574] : INFO : Epoch 1860 | loss: 0.0311597 | val_loss: 0.0311801 | Time: 1978.62 ms
[2022-03-14 00:20:46 main:574] : INFO : Epoch 1861 | loss: 0.0311613 | val_loss: 0.031178 | Time: 1987.02 ms
[2022-03-14 00:20:48 main:574] : INFO : Epoch 1862 | loss: 0.031152 | val_loss: 0.0311763 | Time: 2065.24 ms
[2022-03-14 00:20:50 main:574] : INFO : Epoch 1863 | loss: 0.0311495 | val_loss: 0.0311756 | Time: 2008.13 ms
[2022-03-14 00:20:52 main:574] : INFO : Epoch 1864 | loss: 0.0311484 | val_loss: 0.0311779 | Time: 1999.11 ms
[2022-03-14 00:20:54 main:574] : INFO : Epoch 1865 | loss: 0.031154 | val_loss: 0.0311764 | Time: 1989.64 ms
[2022-03-14 00:20:56 main:574] : INFO : Epoch 1866 | loss: 0.0311563 | val_loss: 0.0311738 | Time: 1996.98 ms
[2022-03-14 00:20:58 main:574] : INFO : Epoch 1867 | loss: 0.0311733 | val_loss: 0.0311852 | Time: 1996.32 ms
[2022-03-14 00:21:00 main:574] : INFO : Epoch 1868 | loss: 0.0311838 | val_loss: 0.0311831 | Time: 1933.73 ms
[2022-03-14 00:21:02 main:574] : INFO : Epoch 1869 | loss: 0.0311766 | val_loss: 0.0311814 | Time: 1943.93 ms
[2022-03-14 00:21:04 main:574] : INFO : Epoch 1870 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 1977.92 ms
[2022-03-14 00:21:06 main:574] : INFO : Epoch 1871 | loss: 0.0311697 | val_loss: 0.0311739 | Time: 1980.47 ms
[2022-03-14 00:21:08 main:574] : INFO : Epoch 1872 | loss: 0.0311663 | val_loss: 0.0311725 | Time: 1926.63 ms
[2022-03-14 00:21:10 main:574] : INFO : Epoch 1873 | loss: 0.0311633 | val_loss: 0.0311843 | Time: 2015.99 ms
[2022-03-14 00:21:12 main:574] : INFO : Epoch 1874 | loss: 0.0311643 | val_loss: 0.0311759 | Time: 1990.93 ms
[2022-03-14 00:21:14 main:574] : INFO : Epoch 1875 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 1946.26 ms
[2022-03-14 00:21:16 main:574] : INFO : Epoch 1876 | loss: 0.0311651 | val_loss: 0.0311744 | Time: 1945.66 ms
[2022-03-14 00:21:18 main:574] : INFO : Epoch 1877 | loss: 0.0311628 | val_loss: 0.0311752 | Time: 1969.06 ms
[2022-03-14 00:21:20 main:574] : INFO : Epoch 1878 | loss: 0.0311597 | val_loss: 0.0311706 | Time: 1965.17 ms
[2022-03-14 00:21:22 main:574] : INFO : Epoch 1879 | loss: 0.0311597 | val_loss: 0.0311706 | Time: 2016.63 ms
[2022-03-14 00:21:24 main:574] : INFO : Epoch 1880 | loss: 0.0311581 | val_loss: 0.0311682 | Time: 1972.62 ms
[2022-03-14 00:21:26 main:574] : INFO : Epoch 1881 | loss: 0.0311571 | val_loss: 0.031171 | Time: 1942.76 ms
[2022-03-14 00:21:28 main:574] : INFO : Epoch 1882 | loss: 0.0311563 | val_loss: 0.0311686 | Time: 1955.6 ms
[2022-03-14 00:21:30 main:574] : INFO : Epoch 1883 | loss: 0.0311543 | val_loss: 0.0311723 | Time: 2012.01 ms
[2022-03-14 00:21:32 main:574] : INFO : Epoch 1884 | loss: 0.0311545 | val_loss: 0.0311752 | Time: 2036.02 ms
[2022-03-14 00:21:34 main:574] : INFO : Epoch 1885 | loss: 0.0311566 | val_loss: 0.0311766 | Time: 2045.89 ms
[2022-03-14 00:21:36 main:574] : INFO : Epoch 1886 | loss: 0.0311581 | val_loss: 0.0311715 | Time: 1953.91 ms
[2022-03-14 00:21:38 main:574] : INFO : Epoch 1887 | loss: 0.0311576 | val_loss: 0.031171 | Time: 2026.99 ms
[2022-03-14 00:21:40 main:574] : INFO : Epoch 1888 | loss: 0.0311551 | val_loss: 0.0311705 | Time: 2019.62 ms
[2022-03-14 00:21:42 main:574] : INFO : Epoch 1889 | loss: 0.0311543 | val_loss: 0.0311697 | Time: 1988.76 ms
[2022-03-14 00:21:44 main:574] : INFO : Epoch 1890 | loss: 0.0311539 | val_loss: 0.031174 | Time: 1969.83 ms
[2022-03-14 00:21:46 main:574] : INFO : Epoch 1891 | loss: 0.0311604 | val_loss: 0.0311764 | Time: 1961.82 ms
[2022-03-14 00:21:48 main:574] : INFO : Epoch 1892 | loss: 0.0311585 | val_loss: 0.0311737 | Time: 1954.22 ms
[2022-03-14 00:21:50 main:574] : INFO : Epoch 1893 | loss: 0.0311565 | val_loss: 0.0311705 | Time: 2000.71 ms
[2022-03-14 00:21:52 main:574] : INFO : Epoch 1894 | loss: 0.0311544 | val_loss: 0.0311728 | Time: 1972.62 ms
[2022-03-14 00:21:54 main:574] : INFO : Epoch 1895 | loss: 0.0311538 | val_loss: 0.0311722 | Time: 1977.14 ms
[2022-03-14 00:21:56 main:574] : INFO : Epoch 1896 | loss: 0.0311533 | val_loss: 0.0311744 | Time: 1989.16 ms
[2022-03-14 00:21:58 main:574] : INFO : Epoch 1897 | loss: 0.0311515 | val_loss: 0.031169 | Time: 1970.5 ms
[2022-03-14 00:22:00 main:574] : INFO : Epoch 1898 | loss: 0.0311503 | val_loss: 0.0311734 | Time: 2053.66 ms
[2022-03-14 00:22:02 main:574] : INFO : Epoch 1899 | loss: 0.0311517 | val_loss: 0.0311789 | Time: 2000.97 ms
[2022-03-14 00:22:04 main:574] : INFO : Epoch 1900 | loss: 0.0311565 | val_loss: 0.0311886 | Time: 1962.1 ms
[2022-03-14 00:22:06 main:574] : INFO : Epoch 1901 | loss: 0.0311584 | val_loss: 0.0311715 | Time: 2000.39 ms
[2022-03-14 00:22:08 main:574] : INFO : Epoch 1902 | loss: 0.0311501 | val_loss: 0.0311682 | Time: 2003.94 ms
[2022-03-14 00:22:10 main:574] : INFO : Epoch 1903 | loss: 0.0311496 | val_loss: 0.0311691 | Time: 2036.4 ms
[2022-03-14 00:22:12 main:574] : INFO : Epoch 1904 | loss: 0.0311496 | val_loss: 0.0311712 | Time: 2001.46 ms
[2022-03-14 00:22:14 main:574] : INFO : Epoch 1905 | loss: 0.0311485 | val_loss: 0.0311709 | Time: 1989.78 ms
[2022-03-14 00:22:16 main:574] : INFO : Epoch 1906 | loss: 0.0311473 | val_loss: 0.031173 | Time: 1971.84 ms
[2022-03-14 00:22:18 main:574] : INFO : Epoch 1907 | loss: 0.031146 | val_loss: 0.0311689 | Time: 1974.73 ms
[2022-03-14 00:22:20 main:574] : INFO : Epoch 1908 | loss: 0.0311455 | val_loss: 0.0311721 | Time: 2004.24 ms
[2022-03-14 00:22:22 main:574] : INFO : Epoch 1909 | loss: 0.0311456 | val_loss: 0.0311734 | Time: 2002.3 ms
[2022-03-14 00:22:24 main:574] : INFO : Epoch 1910 | loss: 0.031146 | val_loss: 0.0311738 | Time: 1982.27 ms
[2022-03-14 00:22:26 main:574] : INFO : Epoch 1911 | loss: 0.0311486 | val_loss: 0.0311765 | Time: 2006.59 ms
[2022-03-14 00:22:28 main:574] : INFO : Epoch 1912 | loss: 0.0311461 | val_loss: 0.0311717 | Time: 1949.17 ms
[2022-03-14 00:22:30 main:574] : INFO : Epoch 1913 | loss: 0.031146 | val_loss: 0.0311676 | Time: 1963.82 ms
[2022-03-14 00:22:32 main:574] : INFO : Epoch 1914 | loss: 0.0311463 | val_loss: 0.0311724 | Time: 2021.74 ms
[2022-03-14 00:22:34 main:574] : INFO : Epoch 1915 | loss: 0.0311448 | val_loss: 0.0311751 | Time: 1925.36 ms
[2022-03-14 00:22:36 main:574] : INFO : Epoch 1916 | loss: 0.0311456 | val_loss: 0.0311777 | Time: 1969.53 ms
[2022-03-14 00:22:38 main:574] : INFO : Epoch 1917 | loss: 0.0311471 | val_loss: 0.0311775 | Time: 1960.17 ms
[2022-03-14 00:22:40 main:574] : INFO : Epoch 1918 | loss: 0.0311466 | val_loss: 0.0311786 | Time: 1983.59 ms
[2022-03-14 00:22:42 main:574] : INFO : Epoch 1919 | loss: 0.0311472 | val_loss: 0.0311724 | Time: 1939.15 ms
[2022-03-14 00:22:44 main:574] : INFO : Epoch 1920 | loss: 0.0311459 | val_loss: 0.0311735 | Time: 1954.8 ms
[2022-03-14 00:22:46 main:574] : INFO : Epoch 1921 | loss: 0.0311437 | val_loss: 0.0311771 | Time: 2006.06 ms
[2022-03-14 00:22:48 main:574] : INFO : Epoch 1922 | loss: 0.0311471 | val_loss: 0.0311767 | Time: 2024.86 ms
[2022-03-14 00:22:50 main:574] : INFO : Epoch 1923 | loss: 0.0311466 | val_loss: 0.031172 | Time: 2041.18 ms
[2022-03-14 00:22:52 main:574] : INFO : Epoch 1924 | loss: 0.0311442 | val_loss: 0.0311726 | Time: 1937.24 ms
[2022-03-14 00:22:54 main:574] : INFO : Epoch 1925 | loss: 0.0311417 | val_loss: 0.0311808 | Time: 2005.19 ms
[2022-03-14 00:22:56 main:574] : INFO : Epoch 1926 | loss: 0.0311465 | val_loss: 0.031179 | Time: 1988.91 ms
[2022-03-14 00:22:58 main:574] : INFO : Epoch 1927 | loss: 0.0311475 | val_loss: 0.031175 | Time: 1995.27 ms
[2022-03-14 00:23:00 main:574] : INFO : Epoch 1928 | loss: 0.0311487 | val_loss: 0.0311739 | Time: 2049.62 ms
[2022-03-14 00:23:02 main:574] : INFO : Epoch 1929 | loss: 0.0311452 | val_loss: 0.0311779 | Time: 1977.43 ms
[2022-03-14 00:23:04 main:574] : INFO : Epoch 1930 | loss: 0.0311468 | val_loss: 0.0311726 | Time: 1966.47 ms
[2022-03-14 00:23:06 main:574] : INFO : Epoch 1931 | loss: 0.0311444 | val_loss: 0.0311794 | Time: 2004.76 ms
[2022-03-14 00:23:08 main:574] : INFO : Epoch 1932 | loss: 0.0311445 | val_loss: 0.0311755 | Time: 1980.76 ms
[2022-03-14 00:23:10 main:574] : INFO : Epoch 1933 | loss: 0.0311464 | val_loss: 0.0311812 | Time: 2023.16 ms
[2022-03-14 00:23:12 main:574] : INFO : Epoch 1934 | loss: 0.0311459 | val_loss: 0.031175 | Time: 2006.07 ms
[2022-03-14 00:23:14 main:574] : INFO : Epoch 1935 | loss: 0.0311446 | val_loss: 0.0311827 | Time: 1979.58 ms
[2022-03-14 00:23:16 main:574] : INFO : Epoch 1936 | loss: 0.0311419 | val_loss: 0.0311765 | Time: 2012.22 ms
[2022-03-14 00:23:18 main:574] : INFO : Epoch 1937 | loss: 0.0311417 | val_loss: 0.0311816 | Time: 1888.09 ms
[2022-03-14 00:23:20 main:574] : INFO : Epoch 1938 | loss: 0.0311422 | val_loss: 0.0311714 | Time: 2007.95 ms
[2022-03-14 00:23:22 main:574] : INFO : Epoch 1939 | loss: 0.0311415 | val_loss: 0.0311735 | Time: 1992.84 ms
[2022-03-14 00:23:24 main:574] : INFO : Epoch 1940 | loss: 0.0311457 | val_loss: 0.0311732 | Time: 1925.11 ms
[2022-03-14 00:23:26 main:574] : INFO : Epoch 1941 | loss: 0.0311461 | val_loss: 0.0311779 | Time: 2041.49 ms
[2022-03-14 00:23:28 main:574] : INFO : Epoch 1942 | loss: 0.0311482 | val_loss: 0.0311788 | Time: 1975.9 ms
[2022-03-14 00:23:30 main:574] : INFO : Epoch 1943 | loss: 0.0311427 | val_loss: 0.0311753 | Time: 1995.62 ms
[2022-03-14 00:23:32 main:574] : INFO : Epoch 1944 | loss: 0.0311436 | val_loss: 0.0311761 | Time: 2007.72 ms
[2022-03-14 00:23:34 main:574] : INFO : Epoch 1945 | loss: 0.0311434 | val_loss: 0.0311765 | Time: 1991.72 ms
[2022-03-14 00:23:36 main:574] : INFO : Epoch 1946 | loss: 0.0311403 | val_loss: 0.0311771 | Time: 1956.66 ms
[2022-03-14 00:23:38 main:574] : INFO : Epoch 1947 | loss: 0.0311421 | val_loss: 0.0311739 | Time: 1971.61 ms
[2022-03-14 00:23:40 main:574] : INFO : Epoch 1948 | loss: 0.0311409 | val_loss: 0.0311783 | Time: 1967.89 ms
[2022-03-14 00:23:42 main:574] : INFO : Epoch 1949 | loss: 0.0311436 | val_loss: 0.0311767 | Time: 2012.51 ms
[2022-03-14 00:23:44 main:574] : INFO : Epoch 1950 | loss: 0.0311426 | val_loss: 0.0311887 | Time: 2033.91 ms
[2022-03-14 00:23:46 main:574] : INFO : Epoch 1951 | loss: 0.0311397 | val_loss: 0.031179 | Time: 1970.32 ms
[2022-03-14 00:23:48 main:574] : INFO : Epoch 1952 | loss: 0.0311384 | val_loss: 0.0311762 | Time: 1965.57 ms
[2022-03-14 00:23:50 main:574] : INFO : Epoch 1953 | loss: 0.0311365 | val_loss: 0.0311793 | Time: 1980.23 ms
[2022-03-14 00:23:52 main:574] : INFO : Epoch 1954 | loss: 0.0311379 | val_loss: 0.0311787 | Time: 2043.23 ms
[2022-03-14 00:23:54 main:574] : INFO : Epoch 1955 | loss: 0.0311374 | val_loss: 0.0311767 | Time: 1961.06 ms
[2022-03-14 00:23:56 main:574] : INFO : Epoch 1956 | loss: 0.0311394 | val_loss: 0.0311772 | Time: 2022.63 ms
[2022-03-14 00:23:58 main:574] : INFO : Epoch 1957 | loss: 0.0311398 | val_loss: 0.0311827 | Time: 2022.28 ms
[2022-03-14 00:24:00 main:574] : INFO : Epoch 1958 | loss: 0.0311413 | val_loss: 0.0311713 | Time: 2001.03 ms
[2022-03-14 00:24:02 main:574] : INFO : Epoch 1959 | loss: 0.03114 | val_loss: 0.0311765 | Time: 2004.54 ms
[2022-03-14 00:24:04 main:574] : INFO : Epoch 1960 | loss: 0.0311411 | val_loss: 0.0311837 | Time: 2001.85 ms
[2022-03-14 00:24:06 main:574] : INFO : Epoch 1961 | loss: 0.0311415 | val_loss: 0.0311777 | Time: 1996.08 ms
[2022-03-14 00:24:08 main:574] : INFO : Epoch 1962 | loss: 0.0311406 | val_loss: 0.0311753 | Time: 2059.38 ms
[2022-03-14 00:24:10 main:574] : INFO : Epoch 1963 | loss: 0.0311422 | val_loss: 0.0311825 | Time: 2035.62 ms
[2022-03-14 00:24:12 main:574] : INFO : Epoch 1964 | loss: 0.0311384 | val_loss: 0.0311791 | Time: 1980.55 ms
[2022-03-14 00:24:14 main:574] : INFO : Epoch 1965 | loss: 0.0311393 | val_loss: 0.0311754 | Time: 2015.99 ms
[2022-03-14 00:24:16 main:574] : INFO : Epoch 1966 | loss: 0.031137 | val_loss: 0.0311771 | Time: 1972.93 ms
[2022-03-14 00:24:18 main:574] : INFO : Epoch 1967 | loss: 0.0311384 | val_loss: 0.0311771 | Time: 2026.47 ms
[2022-03-14 00:24:20 main:574] : INFO : Epoch 1968 | loss: 0.0311356 | val_loss: 0.0311751 | Time: 1993.75 ms
[2022-03-14 00:24:22 main:574] : INFO : Epoch 1969 | loss: 0.0311393 | val_loss: 0.031174 | Time: 2019.05 ms
[2022-03-14 00:24:24 main:574] : INFO : Epoch 1970 | loss: 0.0311395 | val_loss: 0.031177 | Time: 1995.17 ms
[2022-03-14 00:24:26 main:574] : INFO : Epoch 1971 | loss: 0.0311421 | val_loss: 0.0311829 | Time: 2009.19 ms
[2022-03-14 00:24:28 main:574] : INFO : Epoch 1972 | loss: 0.031139 | val_loss: 0.0311803 | Time: 1992.23 ms
[2022-03-14 00:24:30 main:574] : INFO : Epoch 1973 | loss: 0.0311391 | val_loss: 0.0311792 | Time: 1983 ms
[2022-03-14 00:24:32 main:574] : INFO : Epoch 1974 | loss: 0.0311369 | val_loss: 0.0311765 | Time: 1973.43 ms
[2022-03-14 00:24:34 main:574] : INFO : Epoch 1975 | loss: 0.0311388 | val_loss: 0.0311771 | Time: 1981.59 ms
[2022-03-14 00:24:36 main:574] : INFO : Epoch 1976 | loss: 0.0311409 | val_loss: 0.0311776 | Time: 1937.8 ms
[2022-03-14 00:24:38 main:574] : INFO : Epoch 1977 | loss: 0.0311394 | val_loss: 0.0311859 | Time: 1963.54 ms
[2022-03-14 00:24:40 main:574] : INFO : Epoch 1978 | loss: 0.031142 | val_loss: 0.0311754 | Time: 2026.18 ms
[2022-03-14 00:24:42 main:574] : INFO : Epoch 1979 | loss: 0.0311401 | val_loss: 0.0311882 | Time: 2040.2 ms
[2022-03-14 00:24:44 main:574] : INFO : Epoch 1980 | loss: 0.0311366 | val_loss: 0.0311854 | Time: 1984.18 ms
[2022-03-14 00:24:46 main:574] : INFO : Epoch 1981 | loss: 0.03114 | val_loss: 0.0311855 | Time: 2033.12 ms
[2022-03-14 00:24:48 main:574] : INFO : Epoch 1982 | loss: 0.0311407 | val_loss: 0.0311792 | Time: 1955.62 ms
[2022-03-14 00:24:50 main:574] : INFO : Epoch 1983 | loss: 0.0311395 | val_loss: 0.0311826 | Time: 1982.23 ms
[2022-03-14 00:24:52 main:574] : INFO : Epoch 1984 | loss: 0.0311377 | val_loss: 0.0311779 | Time: 1992.66 ms
[2022-03-14 00:24:54 main:574] : INFO : Epoch 1985 | loss: 0.0311346 | val_loss: 0.0311824 | Time: 1965.5 ms
[2022-03-14 00:24:56 main:574] : INFO : Epoch 1986 | loss: 0.0311329 | val_loss: 0.0311794 | Time: 1983.19 ms
[2022-03-14 00:24:58 main:574] : INFO : Epoch 1987 | loss: 0.0311375 | val_loss: 0.0311815 | Time: 1979.67 ms
[2022-03-14 00:25:00 main:574] : INFO : Epoch 1988 | loss: 0.0311375 | val_loss: 0.0311872 | Time: 1993.15 ms
[2022-03-14 00:25:02 main:574] : INFO : Epoch 1989 | loss: 0.0311346 | val_loss: 0.0311851 | Time: 1946.86 ms
[2022-03-14 00:25:04 main:574] : INFO : Epoch 1990 | loss: 0.0311346 | val_loss: 0.0311814 | Time: 2020.14 ms
[2022-03-14 00:25:06 main:574] : INFO : Epoch 1991 | loss: 0.0311342 | val_loss: 0.0311846 | Time: 2024.14 ms
[2022-03-14 00:25:08 main:574] : INFO : Epoch 1992 | loss: 0.0311469 | val_loss: 0.0311805 | Time: 2023.85 ms
[2022-03-14 00:25:10 main:574] : INFO : Epoch 1993 | loss: 0.0311543 | val_loss: 0.0311763 | Time: 2045.82 ms
[2022-03-14 00:25:12 main:574] : INFO : Epoch 1994 | loss: 0.0311492 | val_loss: 0.031174 | Time: 2006.57 ms
[2022-03-14 00:25:14 main:574] : INFO : Epoch 1995 | loss: 0.0311466 | val_loss: 0.0311839 | Time: 2040.59 ms
[2022-03-14 00:25:16 main:574] : INFO : Epoch 1996 | loss: 0.0311511 | val_loss: 0.0311792 | Time: 2001.81 ms
[2022-03-14 00:25:18 main:574] : INFO : Epoch 1997 | loss: 0.0311458 | val_loss: 0.0311802 | Time: 1972.22 ms
[2022-03-14 00:25:20 main:574] : INFO : Epoch 1998 | loss: 0.031143 | val_loss: 0.0311932 | Time: 2023.47 ms
[2022-03-14 00:25:22 main:574] : INFO : Epoch 1999 | loss: 0.0311491 | val_loss: 0.0311869 | Time: 1916.83 ms
[2022-03-14 00:25:24 main:574] : INFO : Epoch 2000 | loss: 0.0311555 | val_loss: 0.0311738 | Time: 2019.18 ms
[2022-03-14 00:25:26 main:574] : INFO : Epoch 2001 | loss: 0.0311497 | val_loss: 0.0311729 | Time: 1994.43 ms
[2022-03-14 00:25:28 main:574] : INFO : Epoch 2002 | loss: 0.0311473 | val_loss: 0.0311726 | Time: 1988.57 ms
[2022-03-14 00:25:30 main:574] : INFO : Epoch 2003 | loss: 0.031141 | val_loss: 0.0311771 | Time: 1950.89 ms
[2022-03-14 00:25:32 main:574] : INFO : Epoch 2004 | loss: 0.0311429 | val_loss: 0.0311748 | Time: 1993.36 ms
[2022-03-14 00:25:34 main:574] : INFO : Epoch 2005 | loss: 0.0311416 | val_loss: 0.0311768 | Time: 1948.92 ms
[2022-03-14 00:25:36 main:574] : INFO : Epoch 2006 | loss: 0.031143 | val_loss: 0.0311804 | Time: 1967.81 ms
[2022-03-14 00:25:38 main:574] : INFO : Epoch 2007 | loss: 0.0311447 | val_loss: 0.0311918 | Time: 1971.26 ms
[2022-03-14 00:25:40 main:574] : INFO : Epoch 2008 | loss: 0.0311401 | val_loss: 0.0311805 | Time: 2017.02 ms
[2022-03-14 00:25:42 main:574] : INFO : Epoch 2009 | loss: 0.0311401 | val_loss: 0.0311804 | Time: 2025.99 ms
[2022-03-14 00:25:44 main:574] : INFO : Epoch 2010 | loss: 0.0311341 | val_loss: 0.0311773 | Time: 1953.45 ms
[2022-03-14 00:25:46 main:574] : INFO : Epoch 2011 | loss: 0.0311357 | val_loss: 0.0311712 | Time: 1981.63 ms
[2022-03-14 00:25:48 main:574] : INFO : Epoch 2012 | loss: 0.031136 | val_loss: 0.0311801 | Time: 2009.59 ms
[2022-03-14 00:25:50 main:574] : INFO : Epoch 2013 | loss: 0.0311363 | val_loss: 0.0311779 | Time: 2007.93 ms
[2022-03-14 00:25:52 main:574] : INFO : Epoch 2014 | loss: 0.0311351 | val_loss: 0.0311832 | Time: 1961.2 ms
[2022-03-14 00:25:54 main:574] : INFO : Epoch 2015 | loss: 0.031136 | val_loss: 0.0311846 | Time: 1973.58 ms
[2022-03-14 00:25:56 main:574] : INFO : Epoch 2016 | loss: 0.0311372 | val_loss: 0.0311832 | Time: 1919.12 ms
[2022-03-14 00:25:58 main:574] : INFO : Epoch 2017 | loss: 0.0311379 | val_loss: 0.0311952 | Time: 1950.26 ms
[2022-03-14 00:26:00 main:574] : INFO : Epoch 2018 | loss: 0.0311339 | val_loss: 0.0311849 | Time: 2005.3 ms
[2022-03-14 00:26:02 main:574] : INFO : Epoch 2019 | loss: 0.0311326 | val_loss: 0.0311845 | Time: 1942.53 ms
[2022-03-14 00:26:04 main:574] : INFO : Epoch 2020 | loss: 0.0311301 | val_loss: 0.0311842 | Time: 1983.07 ms
[2022-03-14 00:26:06 main:574] : INFO : Epoch 2021 | loss: 0.0311318 | val_loss: 0.0311837 | Time: 1993.37 ms
[2022-03-14 00:26:08 main:574] : INFO : Epoch 2022 | loss: 0.0311343 | val_loss: 0.0311817 | Time: 1982.82 ms
[2022-03-14 00:26:10 main:574] : INFO : Epoch 2023 | loss: 0.0311373 | val_loss: 0.031191 | Time: 2012.26 ms
[2022-03-14 00:26:12 main:574] : INFO : Epoch 2024 | loss: 0.0311361 | val_loss: 0.0311915 | Time: 1959.25 ms
[2022-03-14 00:26:14 main:574] : INFO : Epoch 2025 | loss: 0.0311355 | val_loss: 0.0311917 | Time: 1923.69 ms
[2022-03-14 00:26:16 main:574] : INFO : Epoch 2026 | loss: 0.0311305 | val_loss: 0.0311888 | Time: 2018.74 ms
[2022-03-14 00:26:18 main:574] : INFO : Epoch 2027 | loss: 0.031132 | val_loss: 0.0311897 | Time: 2039.52 ms
[2022-03-14 00:26:20 main:574] : INFO : Epoch 2028 | loss: 0.0311288 | val_loss: 0.031194 | Time: 1987.16 ms
[2022-03-14 00:26:22 main:574] : INFO : Epoch 2029 | loss: 0.0311365 | val_loss: 0.0311858 | Time: 1964.53 ms
[2022-03-14 00:26:24 main:574] : INFO : Epoch 2030 | loss: 0.0311375 | val_loss: 0.031187 | Time: 1925.96 ms
[2022-03-14 00:26:26 main:574] : INFO : Epoch 2031 | loss: 0.0311425 | val_loss: 0.0311883 | Time: 1974.23 ms
[2022-03-14 00:26:28 main:574] : INFO : Epoch 2032 | loss: 0.0311394 | val_loss: 0.0311815 | Time: 2031.06 ms
[2022-03-14 00:26:30 main:574] : INFO : Epoch 2033 | loss: 0.0311358 | val_loss: 0.0311794 | Time: 1995.39 ms
[2022-03-14 00:26:32 main:574] : INFO : Epoch 2034 | loss: 0.0311324 | val_loss: 0.0311911 | Time: 2015.42 ms
[2022-03-14 00:26:34 main:574] : INFO : Epoch 2035 | loss: 0.0311375 | val_loss: 0.0311944 | Time: 1967.96 ms
[2022-03-14 00:26:36 main:574] : INFO : Epoch 2036 | loss: 0.0311354 | val_loss: 0.0311869 | Time: 1978.98 ms
[2022-03-14 00:26:38 main:574] : INFO : Epoch 2037 | loss: 0.0311377 | val_loss: 0.0311893 | Time: 2042.31 ms
[2022-03-14 00:26:40 main:574] : INFO : Epoch 2038 | loss: 0.0311361 | val_loss: 0.0311878 | Time: 2034.86 ms
[2022-03-14 00:26:42 main:574] : INFO : Epoch 2039 | loss: 0.0311359 | val_loss: 0.0311898 | Time: 1947.06 ms
[2022-03-14 00:26:44 main:574] : INFO : Epoch 2040 | loss: 0.0311383 | val_loss: 0.0311901 | Time: 2034.07 ms
[2022-03-14 00:26:46 main:574] : INFO : Epoch 2041 | loss: 0.0311369 | val_loss: 0.0311931 | Time: 2004.06 ms
[2022-03-14 00:26:48 main:574] : INFO : Epoch 2042 | loss: 0.0311405 | val_loss: 0.0311809 | Time: 1973.1 ms
[2022-03-14 00:26:50 main:574] : INFO : Epoch 2043 | loss: 0.0311364 | val_loss: 0.0311888 | Time: 1917.79 ms
[2022-03-14 00:26:52 main:574] : INFO : Epoch 2044 | loss: 0.0311322 | val_loss: 0.0311845 | Time: 1928.7 ms
[2022-03-14 00:26:54 main:574] : INFO : Epoch 2045 | loss: 0.0311323 | val_loss: 0.0311896 | Time: 1977.34 ms
[2022-03-14 00:26:56 main:574] : INFO : Epoch 2046 | loss: 0.0311293 | val_loss: 0.0311874 | Time: 2039.72 ms
[2022-03-14 00:26:58 main:574] : INFO : Epoch 2047 | loss: 0.0311281 | val_loss: 0.031183 | Time: 2023.36 ms
[2022-03-14 00:27:00 main:574] : INFO : Epoch 2048 | loss: 0.0311268 | val_loss: 0.0311881 | Time: 1971.11 ms
[2022-03-14 00:27:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311881
[2022-03-14 00:27:00 main:603] : INFO : Saving end state to config to file
[2022-03-14 00:27:00 main:608] : INFO : Success, exiting..
00:27:00 (13704): 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)