Task 5106330
| Name | ParityMachine-1619580480-26169-0_0 |
| Workunit | 3064085 |
| Created | 28 Apr 2021, 3:28:04 UTC |
| Sent | 3 May 2021, 1:47:45 UTC |
| Report deadline | 11 May 2021, 1:47:45 UTC |
| Received | 3 May 2021, 8:46:30 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 7 min 55 sec |
| CPU time | 1 hours 7 min 50 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 0.031167 | Time: 1946.55 ms [2021-05-03 04:29:30 main:581] : INFO : Epoch 1536 | loss: 0.031154 | val_loss: 0.0311678 | Time: 1953.25 ms [2021-05-03 04:29:32 main:581] : INFO : Epoch 1537 | loss: 0.0311543 | val_loss: 0.0311656 | Time: 1976.58 ms [2021-05-03 04:29:34 main:581] : INFO : Epoch 1538 | loss: 0.0311523 | val_loss: 0.0311713 | Time: 1954.83 ms [2021-05-03 04:29:36 main:581] : INFO : Epoch 1539 | loss: 0.0311575 | val_loss: 0.0311679 | Time: 1930.07 ms [2021-05-03 04:29:38 main:581] : INFO : Epoch 1540 | loss: 0.0311588 | val_loss: 0.0311692 | Time: 1965.03 ms [2021-05-03 04:29:40 main:581] : INFO : Epoch 1541 | loss: 0.0311557 | val_loss: 0.03117 | Time: 2012.92 ms [2021-05-03 04:29:42 main:581] : INFO : Epoch 1542 | loss: 0.0311536 | val_loss: 0.0311655 | Time: 2026.69 ms [2021-05-03 04:29:44 main:581] : INFO : Epoch 1543 | loss: 0.0311532 | val_loss: 0.0311672 | Time: 2116.55 ms [2021-05-03 04:29:46 main:581] : INFO : Epoch 1544 | loss: 0.0311503 | val_loss: 0.0311654 | Time: 2006.66 ms [2021-05-03 04:29:48 main:581] : INFO : Epoch 1545 | loss: 0.0311546 | val_loss: 0.03117 | Time: 1977.33 ms [2021-05-03 04:29:50 main:581] : INFO : Epoch 1546 | loss: 0.0311521 | val_loss: 0.0311644 | Time: 2014.46 ms [2021-05-03 04:29:52 main:581] : INFO : Epoch 1547 | loss: 0.0311513 | val_loss: 0.0311642 | Time: 2019.17 ms [2021-05-03 04:29:54 main:581] : INFO : Epoch 1548 | loss: 0.0311537 | val_loss: 0.0311676 | Time: 1988.92 ms [2021-05-03 04:29:56 main:581] : INFO : Epoch 1549 | loss: 0.0311523 | val_loss: 0.031186 | Time: 1970.96 ms [2021-05-03 04:29:58 main:581] : INFO : Epoch 1550 | loss: 0.0311518 | val_loss: 0.031165 | Time: 1918.19 ms [2021-05-03 04:30:00 main:581] : INFO : Epoch 1551 | loss: 0.0311498 | val_loss: 0.0311661 | Time: 1968.39 ms [2021-05-03 04:30:02 main:581] : INFO : Epoch 1552 | loss: 0.0311506 | val_loss: 0.0311657 | Time: 1880.28 ms [2021-05-03 04:30:04 main:581] : INFO : Epoch 1553 | loss: 0.0311495 | val_loss: 0.0311654 | Time: 1963.14 ms [2021-05-03 04:30:06 main:581] : INFO : Epoch 1554 | loss: 0.0311503 | val_loss: 0.0311659 | Time: 2018.77 ms [2021-05-03 04:30:08 main:581] : INFO : Epoch 1555 | loss: 0.0311489 | val_loss: 0.0311674 | Time: 2022.83 ms [2021-05-03 04:30:10 main:581] : INFO : Epoch 1556 | loss: 0.0311538 | val_loss: 0.0311765 | Time: 1953.58 ms [2021-05-03 04:30:12 main:581] : INFO : Epoch 1557 | loss: 0.0311546 | val_loss: 0.0311657 | Time: 2007.92 ms [2021-05-03 04:30:14 main:581] : INFO : Epoch 1558 | loss: 0.0311523 | val_loss: 0.0311664 | Time: 1959.8 ms [2021-05-03 04:30:16 main:581] : INFO : Epoch 1559 | loss: 0.0311479 | val_loss: 0.0311669 | Time: 2036.41 ms [2021-05-03 04:30:18 main:581] : INFO : Epoch 1560 | loss: 0.0311547 | val_loss: 0.0311676 | Time: 2014.64 ms [2021-05-03 04:30:20 main:581] : INFO : Epoch 1561 | loss: 0.0311649 | val_loss: 0.0311846 | Time: 1994.7 ms [2021-05-03 04:30:22 main:581] : INFO : Epoch 1562 | loss: 0.0311547 | val_loss: 0.031173 | Time: 1984.25 ms [2021-05-03 04:30:24 main:581] : INFO : Epoch 1563 | loss: 0.0311496 | val_loss: 0.0311649 | Time: 1992.95 ms [2021-05-03 04:30:26 main:581] : INFO : Epoch 1564 | loss: 0.0311476 | val_loss: 0.0311658 | Time: 1956.62 ms [2021-05-03 04:30:28 main:581] : INFO : Epoch 1565 | loss: 0.0311528 | val_loss: 0.0311675 | Time: 1997.26 ms [2021-05-03 04:30:30 main:581] : INFO : Epoch 1566 | loss: 0.0311519 | val_loss: 0.0311689 | Time: 1986.66 ms [2021-05-03 04:30:32 main:581] : INFO : Epoch 1567 | loss: 0.0311482 | val_loss: 0.0311678 | Time: 1991.49 ms [2021-05-03 04:30:34 main:581] : INFO : Epoch 1568 | loss: 0.0311488 | val_loss: 0.0311641 | Time: 1934.93 ms [2021-05-03 04:30:36 main:581] : INFO : Epoch 1569 | loss: 0.031148 | val_loss: 0.0311846 | Time: 1889.09 ms [2021-05-03 04:30:38 main:581] : INFO : Epoch 1570 | loss: 0.0311535 | val_loss: 0.031172 | Time: 2018.57 ms [2021-05-03 04:30:40 main:581] : INFO : Epoch 1571 | loss: 0.031149 | val_loss: 0.0311653 | Time: 1957.53 ms [2021-05-03 04:30:41 main:581] : INFO : Epoch 1572 | loss: 0.0311508 | val_loss: 0.0311674 | Time: 1915.09 ms [2021-05-03 04:30:43 main:581] : INFO : Epoch 1573 | loss: 0.0311471 | val_loss: 0.0311651 | Time: 2008.42 ms [2021-05-03 04:30:46 main:581] : INFO : Epoch 1574 | loss: 0.0311485 | val_loss: 0.0311673 | Time: 2036.79 ms [2021-05-03 04:30:47 main:581] : INFO : Epoch 1575 | loss: 0.0311508 | val_loss: 0.0311693 | Time: 1975.83 ms [2021-05-03 04:30:50 main:581] : INFO : Epoch 1576 | loss: 0.0311475 | val_loss: 0.0311654 | Time: 2042.33 ms [2021-05-03 04:30:52 main:581] : INFO : Epoch 1577 | loss: 0.031145 | val_loss: 0.0311655 | Time: 2002.91 ms [2021-05-03 04:30:54 main:581] : INFO : Epoch 1578 | loss: 0.0311445 | val_loss: 0.0311659 | Time: 1968.15 ms [2021-05-03 04:30:56 main:581] : INFO : Epoch 1579 | loss: 0.0311456 | val_loss: 0.0311651 | Time: 1995.32 ms [2021-05-03 04:30:58 main:581] : INFO : Epoch 1580 | loss: 0.031146 | val_loss: 0.0311698 | Time: 2005.85 ms [2021-05-03 04:30:59 main:581] : INFO : Epoch 1581 | loss: 0.0311483 | val_loss: 0.0311706 | Time: 1922.7 ms [2021-05-03 04:31:01 main:581] : INFO : Epoch 1582 | loss: 0.0311507 | val_loss: 0.0311692 | Time: 1902.49 ms [2021-05-03 04:31:03 main:581] : INFO : Epoch 1583 | loss: 0.0311506 | val_loss: 0.031169 | Time: 2030.72 ms [2021-05-03 04:31:05 main:581] : INFO : Epoch 1584 | loss: 0.0311503 | val_loss: 0.0311712 | Time: 1970.6 ms [2021-05-03 04:31:07 main:581] : INFO : Epoch 1585 | loss: 0.0311473 | val_loss: 0.031167 | Time: 1952.5 ms [2021-05-03 04:31:09 main:581] : INFO : Epoch 1586 | loss: 0.0311444 | val_loss: 0.0311669 | Time: 1986.48 ms [2021-05-03 04:31:11 main:581] : INFO : Epoch 1587 | loss: 0.0311439 | val_loss: 0.0311661 | Time: 1999.91 ms [2021-05-03 04:31:13 main:581] : INFO : Epoch 1588 | loss: 0.0311437 | val_loss: 0.0311678 | Time: 1963.44 ms [2021-05-03 04:31:15 main:581] : INFO : Epoch 1589 | loss: 0.031145 | val_loss: 0.0311738 | Time: 1928.47 ms [2021-05-03 04:31:17 main:581] : INFO : Epoch 1590 | loss: 0.0311451 | val_loss: 0.0311692 | Time: 1936.48 ms [2021-05-03 04:31:19 main:581] : INFO : Epoch 1591 | loss: 0.0311454 | val_loss: 0.0311657 | Time: 1924.32 ms [2021-05-03 04:31:21 main:581] : INFO : Epoch 1592 | loss: 0.0311436 | val_loss: 0.0311663 | Time: 1974.08 ms [2021-05-03 04:31:23 main:581] : INFO : Epoch 1593 | loss: 0.0311471 | val_loss: 0.0311668 | Time: 1828.62 ms [2021-05-03 04:31:25 main:581] : INFO : Epoch 1594 | loss: 0.0311456 | val_loss: 0.0311657 | Time: 1966.72 ms [2021-05-03 04:31:27 main:581] : INFO : Epoch 1595 | loss: 0.0311436 | val_loss: 0.0311715 | Time: 1998.29 ms [2021-05-03 04:31:29 main:581] : INFO : Epoch 1596 | loss: 0.031145 | val_loss: 0.0311651 | Time: 1935.02 ms [2021-05-03 04:31:31 main:581] : INFO : Epoch 1597 | loss: 0.0311435 | val_loss: 0.0311654 | Time: 1937.79 ms [2021-05-03 04:31:33 main:581] : INFO : Epoch 1598 | loss: 0.0311422 | val_loss: 0.0311668 | Time: 1990.18 ms [2021-05-03 04:31:35 main:581] : INFO : Epoch 1599 | loss: 0.0311432 | val_loss: 0.0311708 | Time: 2002.02 ms [2021-05-03 04:31:37 main:581] : INFO : Epoch 1600 | loss: 0.0311514 | val_loss: 0.0311698 | Time: 1917.11 ms [2021-05-03 04:31:39 main:581] : INFO : Epoch 1601 | loss: 0.0311426 | val_loss: 0.0311658 | Time: 1983.77 ms [2021-05-03 04:31:41 main:581] : INFO : Epoch 1602 | loss: 0.0311421 | val_loss: 0.0311791 | Time: 2027.66 ms [2021-05-03 04:31:43 main:581] : INFO : Epoch 1603 | loss: 0.0311464 | val_loss: 0.0311701 | Time: 2144.93 ms [2021-05-03 04:31:45 main:581] : INFO : Epoch 1604 | loss: 0.0311433 | val_loss: 0.0311672 | Time: 1972.56 ms [2021-05-03 04:31:47 main:581] : INFO : Epoch 1605 | loss: 0.0311464 | val_loss: 0.0311721 | Time: 2027.52 ms [2021-05-03 04:31:49 main:581] : INFO : Epoch 1606 | loss: 0.0311423 | val_loss: 0.0311728 | Time: 1964.35 ms [2021-05-03 04:31:51 main:581] : INFO : Epoch 1607 | loss: 0.0311435 | val_loss: 0.031166 | Time: 1958.17 ms [2021-05-03 04:31:53 main:581] : INFO : Epoch 1608 | loss: 0.0311463 | val_loss: 0.0311676 | Time: 2000.98 ms [2021-05-03 04:31:55 main:581] : INFO : Epoch 1609 | loss: 0.0311477 | val_loss: 0.0311806 | Time: 1991.97 ms [2021-05-03 04:31:57 main:581] : INFO : Epoch 1610 | loss: 0.0311468 | val_loss: 0.0311715 | Time: 1946.26 ms [2021-05-03 04:31:59 main:581] : INFO : Epoch 1611 | loss: 0.0311437 | val_loss: 0.0311817 | Time: 2004.88 ms [2021-05-03 04:32:01 main:581] : INFO : Epoch 1612 | loss: 0.0311451 | val_loss: 0.0311669 | Time: 2003.71 ms [2021-05-03 04:32:03 main:581] : INFO : Epoch 1613 | loss: 0.0311422 | val_loss: 0.0311657 | Time: 2002.4 ms [2021-05-03 04:32:05 main:581] : INFO : Epoch 1614 | loss: 0.0311415 | val_loss: 0.0311655 | Time: 1971.76 ms [2021-05-03 04:32:06 main:581] : INFO : Epoch 1615 | loss: 0.0311412 | val_loss: 0.0311838 | Time: 1869.34 ms [2021-05-03 04:32:08 main:581] : INFO : Epoch 1616 | loss: 0.0311467 | val_loss: 0.0311708 | Time: 1899.05 ms [2021-05-03 04:32:10 main:581] : INFO : Epoch 1617 | loss: 0.0311426 | val_loss: 0.0311737 | Time: 1952.98 ms [2021-05-03 04:32:12 main:581] : INFO : Epoch 1618 | loss: 0.031142 | val_loss: 0.0311673 | Time: 1976.29 ms [2021-05-03 04:32:14 main:581] : INFO : Epoch 1619 | loss: 0.0311405 | val_loss: 0.0311691 | Time: 1881.07 ms [2021-05-03 04:32:16 main:581] : INFO : Epoch 1620 | loss: 0.0311422 | val_loss: 0.0311649 | Time: 1951.02 ms [2021-05-03 04:32:18 main:581] : INFO : Epoch 1621 | loss: 0.0311471 | val_loss: 0.0311761 | Time: 1932.98 ms [2021-05-03 04:32:20 main:581] : INFO : Epoch 1622 | loss: 0.0311428 | val_loss: 0.031169 | Time: 1855.53 ms [2021-05-03 04:32:22 main:581] : INFO : Epoch 1623 | loss: 0.0311395 | val_loss: 0.0311713 | Time: 1947.32 ms [2021-05-03 04:32:24 main:581] : INFO : Epoch 1624 | loss: 0.0311452 | val_loss: 0.0311691 | Time: 1970.57 ms [2021-05-03 04:32:26 main:581] : INFO : Epoch 1625 | loss: 0.0311512 | val_loss: 0.0311709 | Time: 1872.98 ms [2021-05-03 04:32:28 main:581] : INFO : Epoch 1626 | loss: 0.0311446 | val_loss: 0.0311739 | Time: 2003.14 ms [2021-05-03 04:32:30 main:581] : INFO : Epoch 1627 | loss: 0.0311416 | val_loss: 0.0311699 | Time: 2016 ms [2021-05-03 04:32:32 main:581] : INFO : Epoch 1628 | loss: 0.0311406 | val_loss: 0.0311684 | Time: 1985.61 ms [2021-05-03 04:32:34 main:581] : INFO : Epoch 1629 | loss: 0.0311415 | val_loss: 0.0311704 | Time: 2017.74 ms [2021-05-03 04:32:36 main:581] : INFO : Epoch 1630 | loss: 0.0311405 | val_loss: 0.0311665 | Time: 2003.16 ms [2021-05-03 04:32:38 main:581] : INFO : Epoch 1631 | loss: 0.0311416 | val_loss: 0.0311663 | Time: 1810.83 ms [2021-05-03 04:32:39 main:581] : INFO : Epoch 1632 | loss: 0.0311405 | val_loss: 0.0311681 | Time: 1921.6 ms [2021-05-03 04:32:41 main:581] : INFO : Epoch 1633 | loss: 0.0311392 | val_loss: 0.0311688 | Time: 1984.83 ms [2021-05-03 04:32:43 main:581] : INFO : Epoch 1634 | loss: 0.0311476 | val_loss: 0.0311691 | Time: 1984.04 ms [2021-05-03 04:32:45 main:581] : INFO : Epoch 1635 | loss: 0.0311449 | val_loss: 0.0311842 | Time: 1904.14 ms [2021-05-03 04:32:47 main:581] : INFO : Epoch 1636 | loss: 0.0311472 | val_loss: 0.0311723 | Time: 1863.06 ms [2021-05-03 04:32:49 main:581] : INFO : Epoch 1637 | loss: 0.0311413 | val_loss: 0.0311699 | Time: 1960.36 ms [2021-05-03 04:32:51 main:581] : INFO : Epoch 1638 | loss: 0.0311392 | val_loss: 0.0311667 | Time: 2059.85 ms [2021-05-03 04:32:53 main:581] : INFO : Epoch 1639 | loss: 0.0311389 | val_loss: 0.0311668 | Time: 1997.64 ms [2021-05-03 04:32:55 main:581] : INFO : Epoch 1640 | loss: 0.0311411 | val_loss: 0.0311702 | Time: 1996.09 ms [2021-05-03 04:32:57 main:581] : INFO : Epoch 1641 | loss: 0.0311413 | val_loss: 0.0311762 | Time: 2195.71 ms [2021-05-03 04:32:59 main:581] : INFO : Epoch 1642 | loss: 0.0311428 | val_loss: 0.0311682 | Time: 1995.9 ms [2021-05-03 04:33:01 main:581] : INFO : Epoch 1643 | loss: 0.0311387 | val_loss: 0.0311685 | Time: 2002.68 ms [2021-05-03 04:33:03 main:581] : INFO : Epoch 1644 | loss: 0.0311378 | val_loss: 0.0311708 | Time: 1976.9 ms [2021-05-03 04:33:05 main:581] : INFO : Epoch 1645 | loss: 0.031139 | val_loss: 0.0311671 | Time: 1957.36 ms [2021-05-03 04:33:07 main:581] : INFO : Epoch 1646 | loss: 0.0311462 | val_loss: 0.0311772 | Time: 1920.36 ms [2021-05-03 04:33:09 main:581] : INFO : Epoch 1647 | loss: 0.0311452 | val_loss: 0.0311769 | Time: 1975.45 ms [2021-05-03 04:33:11 main:581] : INFO : Epoch 1648 | loss: 0.031142 | val_loss: 0.0311691 | Time: 2002.83 ms [2021-05-03 04:33:13 main:581] : INFO : Epoch 1649 | loss: 0.0311444 | val_loss: 0.0311729 | Time: 2020.43 ms [2021-05-03 04:33:15 main:581] : INFO : Epoch 1650 | loss: 0.0311375 | val_loss: 0.0311703 | Time: 2019.31 ms [2021-05-03 04:33:17 main:581] : INFO : Epoch 1651 | loss: 0.0311377 | val_loss: 0.031168 | Time: 1968.63 ms [2021-05-03 04:33:19 main:581] : INFO : Epoch 1652 | loss: 0.0311354 | val_loss: 0.0311707 | Time: 2003.03 ms [2021-05-03 04:33:21 main:581] : INFO : Epoch 1653 | loss: 0.0311365 | val_loss: 0.0311693 | Time: 2016.83 ms [2021-05-03 04:33:23 main:581] : INFO : Epoch 1654 | loss: 0.0311383 | val_loss: 0.0311726 | Time: 2007.67 ms [2021-05-03 04:33:25 main:581] : INFO : Epoch 1655 | loss: 0.0311418 | val_loss: 0.031171 | Time: 2001.42 ms [2021-05-03 04:33:27 main:581] : INFO : Epoch 1656 | loss: 0.0311379 | val_loss: 0.031171 | Time: 1989.22 ms [2021-05-03 04:33:29 main:581] : INFO : Epoch 1657 | loss: 0.0311377 | val_loss: 0.0311696 | Time: 2007.81 ms [2021-05-03 04:33:31 main:581] : INFO : Epoch 1658 | loss: 0.0311371 | val_loss: 0.0311744 | Time: 1944.11 ms [2021-05-03 04:33:33 main:581] : INFO : Epoch 1659 | loss: 0.0311436 | val_loss: 0.0311723 | Time: 1889.92 ms [2021-05-03 04:33:35 main:581] : INFO : Epoch 1660 | loss: 0.0311416 | val_loss: 0.0311734 | Time: 1810.06 ms [2021-05-03 04:33:37 main:581] : INFO : Epoch 1661 | loss: 0.0311399 | val_loss: 0.0311681 | Time: 2004.79 ms [2021-05-03 04:33:39 main:581] : INFO : Epoch 1662 | loss: 0.0311368 | val_loss: 0.0311693 | Time: 2007.95 ms [2021-05-03 04:33:41 main:581] : INFO : Epoch 1663 | loss: 0.0311372 | val_loss: 0.0311896 | Time: 1996.03 ms [2021-05-03 04:33:43 main:581] : INFO : Epoch 1664 | loss: 0.0311396 | val_loss: 0.0311745 | Time: 2015.17 ms [2021-05-03 04:33:45 main:581] : INFO : Epoch 1665 | loss: 0.0311371 | val_loss: 0.0311787 | Time: 1979.03 ms [2021-05-03 04:33:47 main:581] : INFO : Epoch 1666 | loss: 0.0311439 | val_loss: 0.031174 | Time: 1970.75 ms [2021-05-03 04:33:49 main:581] : INFO : Epoch 1667 | loss: 0.0311439 | val_loss: 0.0311735 | Time: 1983.35 ms [2021-05-03 04:33:51 main:581] : INFO : Epoch 1668 | loss: 0.0311439 | val_loss: 0.0311738 | Time: 1987.7 ms [2021-05-03 04:33:53 main:581] : INFO : Epoch 1669 | loss: 0.03114 | val_loss: 0.0311664 | Time: 1962.46 ms [2021-05-03 04:33:55 main:581] : INFO : Epoch 1670 | loss: 0.0311427 | val_loss: 0.0311681 | Time: 1934.13 ms [2021-05-03 04:33:57 main:581] : INFO : Epoch 1671 | loss: 0.0311397 | val_loss: 0.0311657 | Time: 1908.78 ms [2021-05-03 04:33:59 main:581] : INFO : Epoch 1672 | loss: 0.0311367 | val_loss: 0.0311662 | Time: 1955.08 ms [2021-05-03 04:34:01 main:581] : INFO : Epoch 1673 | loss: 0.0311365 | val_loss: 0.0311715 | Time: 1982.73 ms [2021-05-03 04:34:03 main:581] : INFO : Epoch 1674 | loss: 0.0311369 | val_loss: 0.031176 | Time: 1998.32 ms [2021-05-03 04:34:05 main:581] : INFO : Epoch 1675 | loss: 0.0311361 | val_loss: 0.0311688 | Time: 1999.88 ms [2021-05-03 04:34:07 main:581] : INFO : Epoch 1676 | loss: 0.0311362 | val_loss: 0.0311743 | Time: 2020.77 ms [2021-05-03 04:34:09 main:581] : INFO : Epoch 1677 | loss: 0.0311343 | val_loss: 0.0311683 | Time: 1957.38 ms [2021-05-03 04:34:11 main:581] : INFO : Epoch 1678 | loss: 0.0311336 | val_loss: 0.0311715 | Time: 1997.7 ms [2021-05-03 04:34:13 main:581] : INFO : Epoch 1679 | loss: 0.0311343 | val_loss: 0.0311716 | Time: 1997.39 ms [2021-05-03 04:34:14 main:581] : INFO : Epoch 1680 | loss: 0.0311366 | val_loss: 0.0311698 | Time: 1835.36 ms [2021-05-03 04:34:16 main:581] : INFO : Epoch 1681 | loss: 0.0311433 | val_loss: 0.03117 | Time: 1557.56 ms [2021-05-03 04:34:18 main:581] : INFO : Epoch 1682 | loss: 0.0311366 | val_loss: 0.0311789 | Time: 1703.24 ms [2021-05-03 04:34:20 main:581] : INFO : Epoch 1683 | loss: 0.0311353 | val_loss: 0.0311751 | Time: 1922.82 ms [2021-05-03 04:34:22 main:581] : INFO : Epoch 1684 | loss: 0.0311327 | val_loss: 0.0311694 | Time: 1964.51 ms [2021-05-03 04:34:24 main:581] : INFO : Epoch 1685 | loss: 0.031135 | val_loss: 0.0311729 | Time: 2004.3 ms [2021-05-03 04:34:26 main:581] : INFO : Epoch 1686 | loss: 0.0311343 | val_loss: 0.0311721 | Time: 1979.26 ms [2021-05-03 04:34:28 main:581] : INFO : Epoch 1687 | loss: 0.0311322 | val_loss: 0.0311713 | Time: 1964.34 ms [2021-05-03 04:34:30 main:581] : INFO : Epoch 1688 | loss: 0.0311315 | val_loss: 0.0311737 | Time: 2001.49 ms [2021-05-03 04:34:31 main:581] : INFO : Epoch 1689 | loss: 0.0311351 | val_loss: 0.0311712 | Time: 1988.49 ms [2021-05-03 04:34:33 main:581] : INFO : Epoch 1690 | loss: 0.0311344 | val_loss: 0.0311714 | Time: 1975.52 ms [2021-05-03 04:34:35 main:581] : INFO : Epoch 1691 | loss: 0.0311399 | val_loss: 0.0311757 | Time: 1990.63 ms [2021-05-03 04:34:37 main:581] : INFO : Epoch 1692 | loss: 0.0311344 | val_loss: 0.0311732 | Time: 1966.39 ms [2021-05-03 04:34:39 main:581] : INFO : Epoch 1693 | loss: 0.0311377 | val_loss: 0.0311743 | Time: 1949.16 ms [2021-05-03 04:34:41 main:581] : INFO : Epoch 1694 | loss: 0.0311356 | val_loss: 0.0311716 | Time: 1972.74 ms [2021-05-03 04:34:43 main:581] : INFO : Epoch 1695 | loss: 0.0311336 | val_loss: 0.0311717 | Time: 1994.46 ms [2021-05-03 04:34:45 main:581] : INFO : Epoch 1696 | loss: 0.0311355 | val_loss: 0.0311756 | Time: 1898.17 ms [2021-05-03 04:34:47 main:581] : INFO : Epoch 1697 | loss: 0.0311377 | val_loss: 0.0311697 | Time: 1993.61 ms [2021-05-03 04:34:49 main:581] : INFO : Epoch 1698 | loss: 0.0311366 | val_loss: 0.031192 | Time: 1909.98 ms [2021-05-03 04:34:51 main:581] : INFO : Epoch 1699 | loss: 0.0311455 | val_loss: 0.0311744 | Time: 1954.07 ms [2021-05-03 04:34:53 main:581] : INFO : Epoch 1700 | loss: 0.0311346 | val_loss: 0.0311715 | Time: 1969.16 ms [2021-05-03 04:34:55 main:581] : INFO : Epoch 1701 | loss: 0.0311346 | val_loss: 0.0311697 | Time: 2002.54 ms [2021-05-03 04:34:57 main:581] : INFO : Epoch 1702 | loss: 0.0311345 | val_loss: 0.0311733 | Time: 2008.96 ms [2021-05-03 04:34:59 main:581] : INFO : Epoch 1703 | loss: 0.0311315 | val_loss: 0.0311704 | Time: 1971.66 ms [2021-05-03 04:35:01 main:581] : INFO : Epoch 1704 | loss: 0.0311331 | val_loss: 0.0311761 | Time: 1994.49 ms [2021-05-03 04:35:03 main:581] : INFO : Epoch 1705 | loss: 0.0311338 | val_loss: 0.03117 | Time: 1966.58 ms [2021-05-03 04:35:05 main:581] : INFO : Epoch 1706 | loss: 0.0311348 | val_loss: 0.0311777 | Time: 1933.71 ms [2021-05-03 04:35:07 main:581] : INFO : Epoch 1707 | loss: 0.0311376 | val_loss: 0.0311768 | Time: 1984.39 ms [2021-05-03 04:35:09 main:581] : INFO : Epoch 1708 | loss: 0.0311331 | val_loss: 0.0311727 | Time: 1984.22 ms [2021-05-03 04:35:11 main:581] : INFO : Epoch 1709 | loss: 0.0311321 | val_loss: 0.0311796 | Time: 1970.79 ms [2021-05-03 04:35:13 main:581] : INFO : Epoch 1710 | loss: 0.0311368 | val_loss: 0.0311709 | Time: 1973.5 ms [2021-05-03 04:35:15 main:581] : INFO : Epoch 1711 | loss: 0.031135 | val_loss: 0.0311683 | Time: 1989.35 ms [2021-05-03 04:35:17 main:581] : INFO : Epoch 1712 | loss: 0.031136 | val_loss: 0.0311686 | Time: 2021.92 ms [2021-05-03 04:35:19 main:581] : INFO : Epoch 1713 | loss: 0.0311327 | val_loss: 0.0311749 | Time: 2028.89 ms [2021-05-03 04:35:21 main:581] : INFO : Epoch 1714 | loss: 0.0311303 | val_loss: 0.0311766 | Time: 2007.58 ms [2021-05-03 04:35:23 main:581] : INFO : Epoch 1715 | loss: 0.0311321 | val_loss: 0.031175 | Time: 2033.02 ms [2021-05-03 04:35:25 main:581] : INFO : Epoch 1716 | loss: 0.0311344 | val_loss: 0.0311904 | Time: 2019.25 ms [2021-05-03 04:35:27 main:581] : INFO : Epoch 1717 | loss: 0.0311328 | val_loss: 0.0311744 | Time: 1943.32 ms [2021-05-03 04:35:29 main:581] : INFO : Epoch 1718 | loss: 0.0311308 | val_loss: 0.0311743 | Time: 1990.09 ms [2021-05-03 04:35:31 main:581] : INFO : Epoch 1719 | loss: 0.0311321 | val_loss: 0.0311738 | Time: 1970.26 ms [2021-05-03 04:35:33 main:581] : INFO : Epoch 1720 | loss: 0.0311302 | val_loss: 0.0311768 | Time: 1971.84 ms [2021-05-03 04:35:35 main:581] : INFO : Epoch 1721 | loss: 0.0311317 | val_loss: 0.031184 | Time: 1965.53 ms [2021-05-03 04:35:37 main:581] : INFO : Epoch 1722 | loss: 0.0311384 | val_loss: 0.0311863 | Time: 2103.83 ms [2021-05-03 04:35:39 main:581] : INFO : Epoch 1723 | loss: 0.0311371 | val_loss: 0.0311873 | Time: 2052.75 ms [2021-05-03 04:35:41 main:581] : INFO : Epoch 1724 | loss: 0.0311408 | val_loss: 0.0311875 | Time: 1918.1 ms [2021-05-03 04:35:43 main:581] : INFO : Epoch 1725 | loss: 0.0311379 | val_loss: 0.0311745 | Time: 1933.3 ms [2021-05-03 04:35:45 main:581] : INFO : Epoch 1726 | loss: 0.0311361 | val_loss: 0.0311742 | Time: 1967.94 ms [2021-05-03 04:35:47 main:581] : INFO : Epoch 1727 | loss: 0.0311353 | val_loss: 0.0311763 | Time: 1978.59 ms [2021-05-03 04:35:49 main:581] : INFO : Epoch 1728 | loss: 0.0311344 | val_loss: 0.0311771 | Time: 2013.08 ms [2021-05-03 04:35:51 main:581] : INFO : Epoch 1729 | loss: 0.0311337 | val_loss: 0.0311773 | Time: 1977.9 ms [2021-05-03 04:35:53 main:581] : INFO : Epoch 1730 | loss: 0.0311437 | val_loss: 0.0311728 | Time: 2031.73 ms [2021-05-03 04:35:55 main:581] : INFO : Epoch 1731 | loss: 0.0311341 | val_loss: 0.0311777 | Time: 1972.91 ms [2021-05-03 04:35:57 main:581] : INFO : Epoch 1732 | loss: 0.0311288 | val_loss: 0.0311805 | Time: 1969.99 ms [2021-05-03 04:35:59 main:581] : INFO : Epoch 1733 | loss: 0.0311303 | val_loss: 0.0311726 | Time: 1982.38 ms [2021-05-03 04:36:01 main:581] : INFO : Epoch 1734 | loss: 0.0311338 | val_loss: 0.0311768 | Time: 2009.09 ms [2021-05-03 04:36:03 main:581] : INFO : Epoch 1735 | loss: 0.0311317 | val_loss: 0.0311752 | Time: 2018.46 ms [2021-05-03 04:36:05 main:581] : INFO : Epoch 1736 | loss: 0.031129 | val_loss: 0.0311753 | Time: 2043.33 ms [2021-05-03 04:36:07 main:581] : INFO : Epoch 1737 | loss: 0.0311293 | val_loss: 0.0311765 | Time: 2004.14 ms [2021-05-03 04:36:09 main:581] : INFO : Epoch 1738 | loss: 0.0311292 | val_loss: 0.0311776 | Time: 1979.88 ms [2021-05-03 04:36:11 main:581] : INFO : Epoch 1739 | loss: 0.0311325 | val_loss: 0.0311818 | Time: 1988.04 ms [2021-05-03 04:36:13 main:581] : INFO : Epoch 1740 | loss: 0.0311343 | val_loss: 0.0311767 | Time: 1934.23 ms [2021-05-03 04:36:15 main:581] : INFO : Epoch 1741 | loss: 0.0311306 | val_loss: 0.0311767 | Time: 2048.24 ms [2021-05-03 04:36:17 main:581] : INFO : Epoch 1742 | loss: 0.031129 | val_loss: 0.0311757 | Time: 1961.61 ms [2021-05-03 04:36:19 main:581] : INFO : Epoch 1743 | loss: 0.03113 | val_loss: 0.0311797 | Time: 1932.07 ms [2021-05-03 04:36:21 main:581] : INFO : Epoch 1744 | loss: 0.0311302 | val_loss: 0.0311746 | Time: 1954.58 ms [2021-05-03 04:36:23 main:581] : INFO : Epoch 1745 | loss: 0.0311292 | val_loss: 0.0311755 | Time: 1948.62 ms [2021-05-03 04:36:25 main:581] : INFO : Epoch 1746 | loss: 0.0311294 | val_loss: 0.0311789 | Time: 1960.99 ms [2021-05-03 04:36:27 main:581] : INFO : Epoch 1747 | loss: 0.0311338 | val_loss: 0.0311887 | Time: 2056.04 ms [2021-05-03 04:36:28 main:581] : INFO : Epoch 1748 | loss: 0.0311402 | val_loss: 0.0311764 | Time: 1921.11 ms [2021-05-03 04:36:30 main:581] : INFO : Epoch 1749 | loss: 0.0311321 | val_loss: 0.0311813 | Time: 1938.69 ms [2021-05-03 04:36:32 main:581] : INFO : Epoch 1750 | loss: 0.0311302 | val_loss: 0.0311793 | Time: 1950.67 ms [2021-05-03 04:36:34 main:581] : INFO : Epoch 1751 | loss: 0.0311334 | val_loss: 0.0311837 | Time: 2026.33 ms [2021-05-03 04:36:36 main:581] : INFO : Epoch 1752 | loss: 0.0311302 | val_loss: 0.0311731 | Time: 1909.09 ms [2021-05-03 04:36:38 main:581] : INFO : Epoch 1753 | loss: 0.031129 | val_loss: 0.0311769 | Time: 1988.06 ms [2021-05-03 04:36:40 main:581] : INFO : Epoch 1754 | loss: 0.031127 | val_loss: 0.0311766 | Time: 2006.29 ms [2021-05-03 04:36:42 main:581] : INFO : Epoch 1755 | loss: 0.031128 | val_loss: 0.0311783 | Time: 1946.97 ms [2021-05-03 04:36:44 main:581] : INFO : Epoch 1756 | loss: 0.0311284 | val_loss: 0.0311742 | Time: 2063.36 ms [2021-05-03 04:36:46 main:581] : INFO : Epoch 1757 | loss: 0.0311272 | val_loss: 0.0311773 | Time: 1991.07 ms [2021-05-03 04:36:48 main:581] : INFO : Epoch 1758 | loss: 0.0311278 | val_loss: 0.0311791 | Time: 2073.93 ms [2021-05-03 04:36:50 main:581] : INFO : Epoch 1759 | loss: 0.0311265 | val_loss: 0.0311762 | Time: 2083.55 ms [2021-05-03 04:36:52 main:581] : INFO : Epoch 1760 | loss: 0.0311293 | val_loss: 0.031175 | Time: 1966.47 ms [2021-05-03 04:36:54 main:581] : INFO : Epoch 1761 | loss: 0.0311358 | val_loss: 0.0311786 | Time: 1951.48 ms [2021-05-03 04:36:56 main:581] : INFO : Epoch 1762 | loss: 0.0311274 | val_loss: 0.0311864 | Time: 1955.11 ms [2021-05-03 04:36:58 main:581] : INFO : Epoch 1763 | loss: 0.0311307 | val_loss: 0.0311742 | Time: 1969.33 ms [2021-05-03 04:37:00 main:581] : INFO : Epoch 1764 | loss: 0.0311294 | val_loss: 0.031172 | Time: 2003.72 ms [2021-05-03 04:37:02 main:581] : INFO : Epoch 1765 | loss: 0.0311311 | val_loss: 0.0311807 | Time: 1947.38 ms [2021-05-03 04:37:04 main:581] : INFO : Epoch 1766 | loss: 0.031132 | val_loss: 0.0311776 | Time: 1989.44 ms [2021-05-03 04:37:06 main:581] : INFO : Epoch 1767 | loss: 0.0311276 | val_loss: 0.0311809 | Time: 2018.32 ms [2021-05-03 04:37:08 main:581] : INFO : Epoch 1768 | loss: 0.0311295 | val_loss: 0.0311769 | Time: 2015.56 ms [2021-05-03 04:37:10 main:581] : INFO : Epoch 1769 | loss: 0.031127 | val_loss: 0.0311838 | Time: 2009.53 ms [2021-05-03 04:37:12 main:581] : INFO : Epoch 1770 | loss: 0.0311321 | val_loss: 0.0311742 | Time: 2042.17 ms [2021-05-03 04:37:14 main:581] : INFO : Epoch 1771 | loss: 0.0311308 | val_loss: 0.0311845 | Time: 1983.49 ms [2021-05-03 04:37:16 main:581] : INFO : Epoch 1772 | loss: 0.0311307 | val_loss: 0.0311812 | Time: 1931.29 ms [2021-05-03 04:37:18 main:581] : INFO : Epoch 1773 | loss: 0.0311347 | val_loss: 0.0311752 | Time: 1998.95 ms [2021-05-03 04:37:20 main:581] : INFO : Epoch 1774 | loss: 0.0311327 | val_loss: 0.0311795 | Time: 1988.5 ms [2021-05-03 04:37:22 main:581] : INFO : Epoch 1775 | loss: 0.031131 | val_loss: 0.0311843 | Time: 1982.25 ms [2021-05-03 04:37:24 main:581] : INFO : Epoch 1776 | loss: 0.0311291 | val_loss: 0.0311736 | Time: 2053.26 ms [2021-05-03 04:37:26 main:581] : INFO : Epoch 1777 | loss: 0.0311313 | val_loss: 0.0311788 | Time: 2007.09 ms [2021-05-03 04:37:28 main:581] : INFO : Epoch 1778 | loss: 0.0311282 | val_loss: 0.0311767 | Time: 1962.74 ms [2021-05-03 04:37:30 main:581] : INFO : Epoch 1779 | loss: 0.0311302 | val_loss: 0.0311756 | Time: 1978.72 ms [2021-05-03 04:37:32 main:581] : INFO : Epoch 1780 | loss: 0.0311292 | val_loss: 0.0311831 | Time: 1961.23 ms [2021-05-03 04:37:34 main:581] : INFO : Epoch 1781 | loss: 0.0311358 | val_loss: 0.0311788 | Time: 1957.19 ms [2021-05-03 04:37:36 main:581] : INFO : Epoch 1782 | loss: 0.0311313 | val_loss: 0.0311765 | Time: 1950.52 ms [2021-05-03 04:37:38 main:581] : INFO : Epoch 1783 | loss: 0.0311262 | val_loss: 0.0311797 | Time: 1943.05 ms [2021-05-03 04:37:40 main:581] : INFO : Epoch 1784 | loss: 0.0311269 | val_loss: 0.0311786 | Time: 1986.68 ms [2021-05-03 04:37:42 main:581] : INFO : Epoch 1785 | loss: 0.0311303 | val_loss: 0.0311829 | Time: 1978.39 ms [2021-05-03 04:37:44 main:581] : INFO : Epoch 1786 | loss: 0.0311367 | val_loss: 0.0311718 | Time: 1924.09 ms [2021-05-03 04:37:46 main:581] : INFO : Epoch 1787 | loss: 0.0311336 | val_loss: 0.0311753 | Time: 1995.63 ms [2021-05-03 04:37:48 main:581] : INFO : Epoch 1788 | loss: 0.0311335 | val_loss: 0.0311741 | Time: 1959.93 ms [2021-05-03 04:37:50 main:581] : INFO : Epoch 1789 | loss: 0.0311314 | val_loss: 0.031178 | Time: 2007.93 ms [2021-05-03 04:37:52 main:581] : INFO : Epoch 1790 | loss: 0.0311266 | val_loss: 0.0311759 | Time: 1978.04 ms [2021-05-03 04:37:54 main:581] : INFO : Epoch 1791 | loss: 0.0311324 | val_loss: 0.0311833 | Time: 2034.4 ms [2021-05-03 04:37:56 main:581] : INFO : Epoch 1792 | loss: 0.0311315 | val_loss: 0.031186 | Time: 1930.79 ms [2021-05-03 04:37:58 main:581] : INFO : Epoch 1793 | loss: 0.0311284 | val_loss: 0.0311788 | Time: 2016.83 ms [2021-05-03 04:38:00 main:581] : INFO : Epoch 1794 | loss: 0.0311239 | val_loss: 0.0311819 | Time: 1990.1 ms [2021-05-03 04:38:02 main:581] : INFO : Epoch 1795 | loss: 0.0311269 | val_loss: 0.0311828 | Time: 1974.21 ms [2021-05-03 04:38:04 main:581] : INFO : Epoch 1796 | loss: 0.0311292 | val_loss: 0.0311806 | Time: 2036.58 ms [2021-05-03 04:38:06 main:581] : INFO : Epoch 1797 | loss: 0.0311276 | val_loss: 0.0311898 | Time: 1916.04 ms [2021-05-03 04:38:08 main:581] : INFO : Epoch 1798 | loss: 0.0311284 | val_loss: 0.0311886 | Time: 1897.04 ms [2021-05-03 04:38:10 main:581] : INFO : Epoch 1799 | loss: 0.031125 | val_loss: 0.0311774 | Time: 1902.78 ms [2021-05-03 04:38:11 main:581] : INFO : Epoch 1800 | loss: 0.0311243 | val_loss: 0.0311796 | Time: 1884.01 ms [2021-05-03 04:38:13 main:581] : INFO : Epoch 1801 | loss: 0.0311249 | val_loss: 0.0311739 | Time: 2041.21 ms [2021-05-03 04:38:15 main:581] : INFO : Epoch 1802 | loss: 0.0311292 | val_loss: 0.0311779 | Time: 2000.83 ms [2021-05-03 04:38:18 main:581] : INFO : Epoch 1803 | loss: 0.0311297 | val_loss: 0.0311826 | Time: 2013.7 ms [2021-05-03 04:38:20 main:581] : INFO : Epoch 1804 | loss: 0.031127 | val_loss: 0.0311752 | Time: 1994.01 ms [2021-05-03 04:38:21 main:581] : INFO : Epoch 1805 | loss: 0.0311287 | val_loss: 0.0311823 | Time: 1994.4 ms [2021-05-03 04:38:24 main:581] : INFO : Epoch 1806 | loss: 0.0311249 | val_loss: 0.0311759 | Time: 2029.6 ms [2021-05-03 04:38:26 main:581] : INFO : Epoch 1807 | loss: 0.0311249 | val_loss: 0.0311773 | Time: 2003.46 ms [2021-05-03 04:38:28 main:581] : INFO : Epoch 1808 | loss: 0.0311237 | val_loss: 0.0311802 | Time: 1990.63 ms [2021-05-03 04:38:30 main:581] : INFO : Epoch 1809 | loss: 0.0311277 | val_loss: 0.0311781 | Time: 1999.43 ms [2021-05-03 04:38:32 main:581] : INFO : Epoch 1810 | loss: 0.0311328 | val_loss: 0.0312098 | Time: 2000.41 ms [2021-05-03 04:38:34 main:581] : INFO : Epoch 1811 | loss: 0.0311372 | val_loss: 0.0311843 | Time: 2010.62 ms [2021-05-03 04:38:36 main:581] : INFO : Epoch 1812 | loss: 0.031131 | val_loss: 0.0311851 | Time: 1981.49 ms [2021-05-03 04:38:37 main:581] : INFO : Epoch 1813 | loss: 0.0311294 | val_loss: 0.0311843 | Time: 1982.48 ms [2021-05-03 04:38:39 main:581] : INFO : Epoch 1814 | loss: 0.0311277 | val_loss: 0.031186 | Time: 1998.56 ms [2021-05-03 04:38:41 main:581] : INFO : Epoch 1815 | loss: 0.0311253 | val_loss: 0.031182 | Time: 1980.45 ms [2021-05-03 04:38:43 main:581] : INFO : Epoch 1816 | loss: 0.0311231 | val_loss: 0.0311785 | Time: 1972.72 ms [2021-05-03 04:38:45 main:581] : INFO : Epoch 1817 | loss: 0.0311255 | val_loss: 0.031181 | Time: 1979.89 ms [2021-05-03 04:38:47 main:581] : INFO : Epoch 1818 | loss: 0.0311275 | val_loss: 0.0311856 | Time: 1982.64 ms [2021-05-03 04:38:49 main:581] : INFO : Epoch 1819 | loss: 0.0311256 | val_loss: 0.031177 | Time: 1996.86 ms [2021-05-03 04:38:51 main:581] : INFO : Epoch 1820 | loss: 0.0311244 | val_loss: 0.0311818 | Time: 1929.43 ms [2021-05-03 04:38:53 main:581] : INFO : Epoch 1821 | loss: 0.0311261 | val_loss: 0.0311929 | Time: 1977.74 ms [2021-05-03 04:38:55 main:581] : INFO : Epoch 1822 | loss: 0.0311275 | val_loss: 0.0311809 | Time: 1963.71 ms [2021-05-03 04:38:57 main:581] : INFO : Epoch 1823 | loss: 0.0311234 | val_loss: 0.0311747 | Time: 1934.18 ms [2021-05-03 04:38:59 main:581] : INFO : Epoch 1824 | loss: 0.0311248 | val_loss: 0.0311787 | Time: 2047.47 ms [2021-05-03 04:39:01 main:581] : INFO : Epoch 1825 | loss: 0.0311231 | val_loss: 0.0311838 | Time: 2109.37 ms [2021-05-03 04:39:03 main:581] : INFO : Epoch 1826 | loss: 0.0311275 | val_loss: 0.031177 | Time: 1999.19 ms [2021-05-03 04:39:05 main:581] : INFO : Epoch 1827 | loss: 0.0311247 | val_loss: 0.0311852 | Time: 1987.02 ms [2021-05-03 04:39:07 main:581] : INFO : Epoch 1828 | loss: 0.031125 | val_loss: 0.0311878 | Time: 2016.15 ms [2021-05-03 04:39:09 main:581] : INFO : Epoch 1829 | loss: 0.0311257 | val_loss: 0.0311867 | Time: 1984.57 ms [2021-05-03 04:39:11 main:581] : INFO : Epoch 1830 | loss: 0.0311205 | val_loss: 0.0311867 | Time: 1959.16 ms [2021-05-03 04:39:13 main:581] : INFO : Epoch 1831 | loss: 0.0311266 | val_loss: 0.0311854 | Time: 2086.29 ms [2021-05-03 04:39:15 main:581] : INFO : Epoch 1832 | loss: 0.0311324 | val_loss: 0.0311764 | Time: 1987.75 ms [2021-05-03 04:39:17 main:581] : INFO : Epoch 1833 | loss: 0.0311256 | val_loss: 0.0311773 | Time: 1928.51 ms [2021-05-03 04:39:19 main:581] : INFO : Epoch 1834 | loss: 0.0311244 | val_loss: 0.0311909 | Time: 1967.54 ms [2021-05-03 04:39:21 main:581] : INFO : Epoch 1835 | loss: 0.0311297 | val_loss: 0.0311938 | Time: 1983.34 ms [2021-05-03 04:39:23 main:581] : INFO : Epoch 1836 | loss: 0.0311231 | val_loss: 0.0311781 | Time: 1934.9 ms [2021-05-03 04:39:25 main:581] : INFO : Epoch 1837 | loss: 0.0311221 | val_loss: 0.0311765 | Time: 2024.9 ms [2021-05-03 04:39:27 main:581] : INFO : Epoch 1838 | loss: 0.0311234 | val_loss: 0.0311796 | Time: 1951.33 ms [2021-05-03 04:39:29 main:581] : INFO : Epoch 1839 | loss: 0.0311245 | val_loss: 0.031198 | Time: 1921.27 ms [2021-05-03 04:39:31 main:581] : INFO : Epoch 1840 | loss: 0.0311266 | val_loss: 0.0311976 | Time: 2004.57 ms [2021-05-03 04:39:33 main:581] : INFO : Epoch 1841 | loss: 0.0311233 | val_loss: 0.03118 | Time: 1996.8 ms [2021-05-03 04:39:35 main:581] : INFO : Epoch 1842 | loss: 0.0311205 | val_loss: 0.0311823 | Time: 1963.44 ms [2021-05-03 04:39:37 main:581] : INFO : Epoch 1843 | loss: 0.0311201 | val_loss: 0.0311823 | Time: 1941.73 ms [2021-05-03 04:39:39 main:581] : INFO : Epoch 1844 | loss: 0.0311303 | val_loss: 0.0311784 | Time: 1970.28 ms [2021-05-03 04:39:41 main:581] : INFO : Epoch 1845 | loss: 0.0311329 | val_loss: 0.0311759 | Time: 1887.68 ms [2021-05-03 04:39:43 main:581] : INFO : Epoch 1846 | loss: 0.0311347 | val_loss: 0.031182 | Time: 1962.01 ms [2021-05-03 04:39:45 main:581] : INFO : Epoch 1847 | loss: 0.0311308 | val_loss: 0.0311837 | Time: 1960.49 ms [2021-05-03 04:39:47 main:581] : INFO : Epoch 1848 | loss: 0.0311279 | val_loss: 0.0311838 | Time: 1985.62 ms [2021-05-03 04:39:49 main:581] : INFO : Epoch 1849 | loss: 0.0311223 | val_loss: 0.0311876 | Time: 2001.02 ms [2021-05-03 04:39:51 main:581] : INFO : Epoch 1850 | loss: 0.0311214 | val_loss: 0.0311806 | Time: 1996.08 ms [2021-05-03 04:39:53 main:581] : INFO : Epoch 1851 | loss: 0.0311293 | val_loss: 0.0311807 | Time: 1905.4 ms [2021-05-03 04:39:55 main:581] : INFO : Epoch 1852 | loss: 0.0311283 | val_loss: 0.0311905 | Time: 1845.9 ms [2021-05-03 04:39:56 main:581] : INFO : Epoch 1853 | loss: 0.0311271 | val_loss: 0.0311843 | Time: 1952.97 ms [2021-05-03 04:39:58 main:581] : INFO : Epoch 1854 | loss: 0.0311223 | val_loss: 0.0311858 | Time: 1979.75 ms [2021-05-03 04:40:00 main:581] : INFO : Epoch 1855 | loss: 0.0311242 | val_loss: 0.0311929 | Time: 2038.69 ms [2021-05-03 04:40:02 main:581] : INFO : Epoch 1856 | loss: 0.031126 | val_loss: 0.0311834 | Time: 1999.25 ms [2021-05-03 04:40:04 main:581] : INFO : Epoch 1857 | loss: 0.0311229 | val_loss: 0.0311878 | Time: 1966.28 ms [2021-05-03 04:40:06 main:581] : INFO : Epoch 1858 | loss: 0.0311221 | val_loss: 0.0311806 | Time: 1963.11 ms [2021-05-03 04:40:08 main:581] : INFO : Epoch 1859 | loss: 0.0311215 | val_loss: 0.0311861 | Time: 1982.63 ms [2021-05-03 04:40:10 main:581] : INFO : Epoch 1860 | loss: 0.0311234 | val_loss: 0.0311816 | Time: 2005.66 ms [2021-05-03 04:40:12 main:581] : INFO : Epoch 1861 | loss: 0.031124 | val_loss: 0.0311803 | Time: 2011.32 ms [2021-05-03 04:40:14 main:581] : INFO : Epoch 1862 | loss: 0.0311234 | val_loss: 0.031181 | Time: 1973.69 ms [2021-05-03 04:40:16 main:581] : INFO : Epoch 1863 | loss: 0.0311199 | val_loss: 0.0311887 | Time: 1988.68 ms [2021-05-03 04:40:18 main:581] : INFO : Epoch 1864 | loss: 0.0311215 | val_loss: 0.0311801 | Time: 1934.07 ms [2021-05-03 04:40:20 main:581] : INFO : Epoch 1865 | loss: 0.031124 | val_loss: 0.0311849 | Time: 2010.56 ms [2021-05-03 04:40:22 main:581] : INFO : Epoch 1866 | loss: 0.0311257 | val_loss: 0.0311834 | Time: 1997.1 ms [2021-05-03 04:40:24 main:581] : INFO : Epoch 1867 | loss: 0.0311237 | val_loss: 0.0311813 | Time: 1967.4 ms [2021-05-03 04:40:26 main:581] : INFO : Epoch 1868 | loss: 0.0311248 | val_loss: 0.0311796 | Time: 1935.92 ms [2021-05-03 04:40:28 main:581] : INFO : Epoch 1869 | loss: 0.0311268 | val_loss: 0.0311801 | Time: 1966.27 ms [2021-05-03 04:40:30 main:581] : INFO : Epoch 1870 | loss: 0.0311246 | val_loss: 0.0311791 | Time: 1978.27 ms [2021-05-03 04:40:32 main:581] : INFO : Epoch 1871 | loss: 0.0311205 | val_loss: 0.0311832 | Time: 1972.97 ms [2021-05-03 04:40:34 main:581] : INFO : Epoch 1872 | loss: 0.0311226 | val_loss: 0.0311843 | Time: 1898.92 ms [2021-05-03 04:40:36 main:581] : INFO : Epoch 1873 | loss: 0.0311216 | val_loss: 0.031191 | Time: 1946.86 ms [2021-05-03 04:40:38 main:581] : INFO : Epoch 1874 | loss: 0.0311287 | val_loss: 0.0311795 | Time: 1963.71 ms [2021-05-03 04:40:40 main:581] : INFO : Epoch 1875 | loss: 0.0311277 | val_loss: 0.0311957 | Time: 2004.18 ms [2021-05-03 04:40:42 main:581] : INFO : Epoch 1876 | loss: 0.0311236 | val_loss: 0.0311858 | Time: 1987.33 ms [2021-05-03 04:40:44 main:581] : INFO : Epoch 1877 | loss: 0.0311231 | val_loss: 0.0311886 | Time: 1977.97 ms [2021-05-03 04:40:46 main:581] : INFO : Epoch 1878 | loss: 0.0311224 | val_loss: 0.031197 | Time: 2027.29 ms [2021-05-03 04:40:48 main:581] : INFO : Epoch 1879 | loss: 0.0311186 | val_loss: 0.0311826 | Time: 1978.9 ms [2021-05-03 04:40:50 main:581] : INFO : Epoch 1880 | loss: 0.0311196 | val_loss: 0.0311859 | Time: 2002.71 ms [2021-05-03 04:40:52 main:581] : INFO : Epoch 1881 | loss: 0.0311184 | val_loss: 0.0311811 | Time: 2110.35 ms [2021-05-03 04:40:54 main:581] : INFO : Epoch 1882 | loss: 0.0311195 | val_loss: 0.0311823 | Time: 1968.27 ms [2021-05-03 04:40:56 main:581] : INFO : Epoch 1883 | loss: 0.0311205 | val_loss: 0.0311841 | Time: 1950.43 ms [2021-05-03 04:40:58 main:581] : INFO : Epoch 1884 | loss: 0.031118 | val_loss: 0.0311905 | Time: 1890.63 ms [2021-05-03 04:41:00 main:581] : INFO : Epoch 1885 | loss: 0.0311263 | val_loss: 0.0311847 | Time: 1977.58 ms [2021-05-03 04:41:02 main:581] : INFO : Epoch 1886 | loss: 0.0311242 | val_loss: 0.0311884 | Time: 2062.34 ms [2021-05-03 04:41:04 main:581] : INFO : Epoch 1887 | loss: 0.0311193 | val_loss: 0.0311798 | Time: 1929.97 ms [2021-05-03 04:41:06 main:581] : INFO : Epoch 1888 | loss: 0.0311191 | val_loss: 0.0311976 | Time: 2019.69 ms [2021-05-03 04:41:08 main:581] : INFO : Epoch 1889 | loss: 0.0311205 | val_loss: 0.0311839 | Time: 2010.68 ms [2021-05-03 04:41:10 main:581] : INFO : Epoch 1890 | loss: 0.0311206 | val_loss: 0.0311874 | Time: 1980.97 ms [2021-05-03 04:41:12 main:581] : INFO : Epoch 1891 | loss: 0.0311231 | val_loss: 0.0311905 | Time: 1975 ms [2021-05-03 04:41:14 main:581] : INFO : Epoch 1892 | loss: 0.0311198 | val_loss: 0.0311845 | Time: 1982.5 ms [2021-05-03 04:41:16 main:581] : INFO : Epoch 1893 | loss: 0.0311206 | val_loss: 0.031185 | Time: 1986.98 ms [2021-05-03 04:41:18 main:581] : INFO : Epoch 1894 | loss: 0.0311292 | val_loss: 0.0311829 | Time: 2006.06 ms [2021-05-03 04:41:20 main:581] : INFO : Epoch 1895 | loss: 0.0311221 | val_loss: 0.0311773 | Time: 2000.94 ms [2021-05-03 04:41:22 main:581] : INFO : Epoch 1896 | loss: 0.031129 | val_loss: 0.0311883 | Time: 1986.92 ms [2021-05-03 04:41:24 main:581] : INFO : Epoch 1897 | loss: 0.0311311 | val_loss: 0.0311787 | Time: 1876.39 ms [2021-05-03 04:41:25 main:581] : INFO : Epoch 1898 | loss: 0.0311289 | val_loss: 0.0311785 | Time: 1702.06 ms [2021-05-03 04:41:27 main:581] : INFO : Epoch 1899 | loss: 0.0311211 | val_loss: 0.0311834 | Time: 1873.82 ms [2021-05-03 04:41:29 main:581] : INFO : Epoch 1900 | loss: 0.0311235 | val_loss: 0.0311934 | Time: 1993.87 ms [2021-05-03 04:41:31 main:581] : INFO : Epoch 1901 | loss: 0.031124 | val_loss: 0.0311804 | Time: 1993.56 ms [2021-05-03 04:41:33 main:581] : INFO : Epoch 1902 | loss: 0.0311186 | val_loss: 0.0311817 | Time: 1952.91 ms [2021-05-03 04:41:35 main:581] : INFO : Epoch 1903 | loss: 0.0311208 | val_loss: 0.0311852 | Time: 1990.19 ms [2021-05-03 04:41:37 main:581] : INFO : Epoch 1904 | loss: 0.0311225 | val_loss: 0.0311803 | Time: 1885.29 ms [2021-05-03 04:41:39 main:581] : INFO : Epoch 1905 | loss: 0.0311238 | val_loss: 0.0311936 | Time: 1942.22 ms [2021-05-03 04:41:41 main:581] : INFO : Epoch 1906 | loss: 0.0311176 | val_loss: 0.0311862 | Time: 1996.87 ms [2021-05-03 04:41:43 main:581] : INFO : Epoch 1907 | loss: 0.0311158 | val_loss: 0.0311809 | Time: 2013.68 ms [2021-05-03 04:41:45 main:581] : INFO : Epoch 1908 | loss: 0.031115 | val_loss: 0.0311847 | Time: 1950.16 ms [2021-05-03 04:41:47 main:581] : INFO : Epoch 1909 | loss: 0.0311158 | val_loss: 0.0311893 | Time: 2014.34 ms [2021-05-03 04:41:49 main:581] : INFO : Epoch 1910 | loss: 0.0311204 | val_loss: 0.0311884 | Time: 1972.19 ms [2021-05-03 04:41:51 main:581] : INFO : Epoch 1911 | loss: 0.0311172 | val_loss: 0.0311845 | Time: 1926.07 ms [2021-05-03 04:41:53 main:581] : INFO : Epoch 1912 | loss: 0.0311181 | val_loss: 0.0311826 | Time: 1902.78 ms [2021-05-03 04:41:55 main:581] : INFO : Epoch 1913 | loss: 0.0311198 | val_loss: 0.0311856 | Time: 1969.66 ms [2021-05-03 04:41:57 main:581] : INFO : Epoch 1914 | loss: 0.0311179 | val_loss: 0.0311913 | Time: 1918.04 ms [2021-05-03 04:41:59 main:581] : INFO : Epoch 1915 | loss: 0.0311163 | val_loss: 0.0311841 | Time: 2059.14 ms [2021-05-03 04:42:01 main:581] : INFO : Epoch 1916 | loss: 0.031118 | val_loss: 0.0311814 | Time: 1965.41 ms [2021-05-03 04:42:03 main:581] : INFO : Epoch 1917 | loss: 0.0311228 | val_loss: 0.0311909 | Time: 2076.3 ms [2021-05-03 04:42:05 main:581] : INFO : Epoch 1918 | loss: 0.0311185 | val_loss: 0.0311899 | Time: 1900.22 ms [2021-05-03 04:42:07 main:581] : INFO : Epoch 1919 | loss: 0.0311173 | val_loss: 0.0311879 | Time: 1932.25 ms [2021-05-03 04:42:09 main:581] : INFO : Epoch 1920 | loss: 0.0311214 | val_loss: 0.0311844 | Time: 1980.98 ms [2021-05-03 04:42:11 main:581] : INFO : Epoch 1921 | loss: 0.0311171 | val_loss: 0.0311935 | Time: 1940.57 ms [2021-05-03 04:42:12 main:581] : INFO : Epoch 1922 | loss: 0.0311201 | val_loss: 0.0311872 | Time: 1943.32 ms [2021-05-03 04:42:14 main:581] : INFO : Epoch 1923 | loss: 0.0311243 | val_loss: 0.0311798 | Time: 2000.22 ms [2021-05-03 04:42:16 main:581] : INFO : Epoch 1924 | loss: 0.0311197 | val_loss: 0.0311876 | Time: 1956.51 ms [2021-05-03 04:42:18 main:581] : INFO : Epoch 1925 | loss: 0.0311215 | val_loss: 0.0311884 | Time: 2001.84 ms [2021-05-03 04:42:20 main:581] : INFO : Epoch 1926 | loss: 0.0311164 | val_loss: 0.0311905 | Time: 1990.6 ms [2021-05-03 04:42:22 main:581] : INFO : Epoch 1927 | loss: 0.0311202 | val_loss: 0.0311796 | Time: 1997.69 ms [2021-05-03 04:42:24 main:581] : INFO : Epoch 1928 | loss: 0.0311248 | val_loss: 0.031186 | Time: 1982.74 ms [2021-05-03 04:42:26 main:581] : INFO : Epoch 1929 | loss: 0.0311175 | val_loss: 0.0311857 | Time: 1961.04 ms [2021-05-03 04:42:28 main:581] : INFO : Epoch 1930 | loss: 0.0311192 | val_loss: 0.0311937 | Time: 2004.83 ms [2021-05-03 04:42:30 main:581] : INFO : Epoch 1931 | loss: 0.0311224 | val_loss: 0.0311827 | Time: 1957.13 ms [2021-05-03 04:42:32 main:581] : INFO : Epoch 1932 | loss: 0.0311203 | val_loss: 0.0311918 | Time: 1937.56 ms [2021-05-03 04:42:34 main:581] : INFO : Epoch 1933 | loss: 0.031119 | val_loss: 0.0311864 | Time: 1942.17 ms [2021-05-03 04:42:36 main:581] : INFO : Epoch 1934 | loss: 0.0311178 | val_loss: 0.0311825 | Time: 1964.67 ms [2021-05-03 04:42:38 main:581] : INFO : Epoch 1935 | loss: 0.0311181 | val_loss: 0.0311846 | Time: 2004.45 ms [2021-05-03 04:42:40 main:581] : INFO : Epoch 1936 | loss: 0.0311263 | val_loss: 0.0311884 | Time: 1959.37 ms [2021-05-03 04:42:42 main:581] : INFO : Epoch 1937 | loss: 0.0311216 | val_loss: 0.0311918 | Time: 1972.05 ms [2021-05-03 04:42:44 main:581] : INFO : Epoch 1938 | loss: 0.031122 | val_loss: 0.0311797 | Time: 2029.87 ms [2021-05-03 04:42:46 main:581] : INFO : Epoch 1939 | loss: 0.031116 | val_loss: 0.0311922 | Time: 2001.85 ms [2021-05-03 04:42:48 main:581] : INFO : Epoch 1940 | loss: 0.0311152 | val_loss: 0.031187 | Time: 2010.86 ms [2021-05-03 04:42:50 main:581] : INFO : Epoch 1941 | loss: 0.0311148 | val_loss: 0.0311869 | Time: 1977.08 ms [2021-05-03 04:42:52 main:581] : INFO : Epoch 1942 | loss: 0.0311136 | val_loss: 0.031195 | Time: 1976.12 ms [2021-05-03 04:42:54 main:581] : INFO : Epoch 1943 | loss: 0.0311151 | val_loss: 0.0311853 | Time: 1961.93 ms [2021-05-03 04:42:56 main:581] : INFO : Epoch 1944 | loss: 0.0311147 | val_loss: 0.0311814 | Time: 2030.18 ms [2021-05-03 04:42:58 main:581] : INFO : Epoch 1945 | loss: 0.0311213 | val_loss: 0.0311935 | Time: 1887.27 ms [2021-05-03 04:43:00 main:581] : INFO : Epoch 1946 | loss: 0.0311241 | val_loss: 0.0311974 | Time: 1919.42 ms [2021-05-03 04:43:02 main:581] : INFO : Epoch 1947 | loss: 0.0311264 | val_loss: 0.0311823 | Time: 1992.5 ms [2021-05-03 04:43:04 main:581] : INFO : Epoch 1948 | loss: 0.031122 | val_loss: 0.0311887 | Time: 1904.45 ms [2021-05-03 04:43:06 main:581] : INFO : Epoch 1949 | loss: 0.0311199 | val_loss: 0.0311865 | Time: 1976.8 ms [2021-05-03 04:43:08 main:581] : INFO : Epoch 1950 | loss: 0.0311154 | val_loss: 0.0311884 | Time: 1995.11 ms [2021-05-03 04:43:10 main:581] : INFO : Epoch 1951 | loss: 0.0311136 | val_loss: 0.0311838 | Time: 1891.88 ms [2021-05-03 04:43:12 main:581] : INFO : Epoch 1952 | loss: 0.0311149 | val_loss: 0.0311908 | Time: 1996.4 ms [2021-05-03 04:43:14 main:581] : INFO : Epoch 1953 | loss: 0.0311196 | val_loss: 0.031185 | Time: 1988.5 ms [2021-05-03 04:43:16 main:581] : INFO : Epoch 1954 | loss: 0.0311142 | val_loss: 0.031189 | Time: 1990.21 ms [2021-05-03 04:43:18 main:581] : INFO : Epoch 1955 | loss: 0.0311146 | val_loss: 0.0311955 | Time: 1938.03 ms [2021-05-03 04:43:20 main:581] : INFO : Epoch 1956 | loss: 0.0311207 | val_loss: 0.0311801 | Time: 1984.88 ms [2021-05-03 04:43:22 main:581] : INFO : Epoch 1957 | loss: 0.0311203 | val_loss: 0.031183 | Time: 1970.41 ms [2021-05-03 04:43:24 main:581] : INFO : Epoch 1958 | loss: 0.0311182 | val_loss: 0.0311897 | Time: 2001.78 ms [2021-05-03 04:43:26 main:581] : INFO : Epoch 1959 | loss: 0.0311137 | val_loss: 0.0311841 | Time: 1979.46 ms [2021-05-03 04:43:27 main:581] : INFO : Epoch 1960 | loss: 0.0311189 | val_loss: 0.0311821 | Time: 1953.89 ms [2021-05-03 04:43:29 main:581] : INFO : Epoch 1961 | loss: 0.0311235 | val_loss: 0.031187 | Time: 1887.14 ms [2021-05-03 04:43:31 main:581] : INFO : Epoch 1962 | loss: 0.03112 | val_loss: 0.0311901 | Time: 1995.64 ms [2021-05-03 04:43:33 main:581] : INFO : Epoch 1963 | loss: 0.0311198 | val_loss: 0.0311818 | Time: 1932.62 ms [2021-05-03 04:43:35 main:581] : INFO : Epoch 1964 | loss: 0.0311199 | val_loss: 0.0311788 | Time: 1910.24 ms [2021-05-03 04:43:37 main:581] : INFO : Epoch 1965 | loss: 0.0311162 | val_loss: 0.0311804 | Time: 2009.71 ms [2021-05-03 04:43:39 main:581] : INFO : Epoch 1966 | loss: 0.0311153 | val_loss: 0.0311998 | Time: 1981.23 ms [2021-05-03 04:43:41 main:581] : INFO : Epoch 1967 | loss: 0.0311195 | val_loss: 0.0311853 | Time: 1890.2 ms [2021-05-03 04:43:43 main:581] : INFO : Epoch 1968 | loss: 0.0311196 | val_loss: 0.0311941 | Time: 1827.77 ms [2021-05-03 04:43:45 main:581] : INFO : Epoch 1969 | loss: 0.0311181 | val_loss: 0.0311869 | Time: 1976.28 ms [2021-05-03 04:43:47 main:581] : INFO : Epoch 1970 | loss: 0.0311185 | val_loss: 0.0311925 | Time: 1943.51 ms [2021-05-03 04:43:49 main:581] : INFO : Epoch 1971 | loss: 0.0311147 | val_loss: 0.0311853 | Time: 1948.91 ms [2021-05-03 04:43:51 main:581] : INFO : Epoch 1972 | loss: 0.0311143 | val_loss: 0.0311877 | Time: 1974.32 ms [2021-05-03 04:43:53 main:581] : INFO : Epoch 1973 | loss: 0.0311144 | val_loss: 0.0311828 | Time: 1917.68 ms [2021-05-03 04:43:55 main:581] : INFO : Epoch 1974 | loss: 0.0311122 | val_loss: 0.0311859 | Time: 1938.84 ms [2021-05-03 04:43:57 main:581] : INFO : Epoch 1975 | loss: 0.0311199 | val_loss: 0.0311854 | Time: 2037.79 ms [2021-05-03 04:43:59 main:581] : INFO : Epoch 1976 | loss: 0.0311229 | val_loss: 0.0311813 | Time: 2029.01 ms [2021-05-03 04:44:01 main:581] : INFO : Epoch 1977 | loss: 0.0311131 | val_loss: 0.031177 | Time: 1989.98 ms [2021-05-03 04:44:03 main:581] : INFO : Epoch 1978 | loss: 0.0311167 | val_loss: 0.0311859 | Time: 2012.86 ms [2021-05-03 04:44:04 main:581] : INFO : Epoch 1979 | loss: 0.0311192 | val_loss: 0.0311851 | Time: 1785.98 ms [2021-05-03 04:44:06 main:581] : INFO : Epoch 1980 | loss: 0.0311232 | val_loss: 0.0311799 | Time: 1884.13 ms [2021-05-03 04:44:08 main:581] : INFO : Epoch 1981 | loss: 0.0311151 | val_loss: 0.0311925 | Time: 1828.7 ms [2021-05-03 04:44:10 main:581] : INFO : Epoch 1982 | loss: 0.0311169 | val_loss: 0.0311891 | Time: 1780.64 ms [2021-05-03 04:44:12 main:581] : INFO : Epoch 1983 | loss: 0.0311164 | val_loss: 0.0311836 | Time: 1992.79 ms [2021-05-03 04:44:14 main:581] : INFO : Epoch 1984 | loss: 0.0311142 | val_loss: 0.0311851 | Time: 1995.59 ms [2021-05-03 04:44:16 main:581] : INFO : Epoch 1985 | loss: 0.0311127 | val_loss: 0.0311841 | Time: 1989.97 ms [2021-05-03 04:44:18 main:581] : INFO : Epoch 1986 | loss: 0.0311145 | val_loss: 0.031183 | Time: 1999.37 ms [2021-05-03 04:44:20 main:581] : INFO : Epoch 1987 | loss: 0.0311128 | val_loss: 0.0311887 | Time: 2016.14 ms [2021-05-03 04:44:22 main:581] : INFO : Epoch 1988 | loss: 0.0311181 | val_loss: 0.0311799 | Time: 2042.24 ms [2021-05-03 04:44:24 main:581] : INFO : Epoch 1989 | loss: 0.0311143 | val_loss: 0.0311826 | Time: 1963.83 ms [2021-05-03 04:44:26 main:581] : INFO : Epoch 1990 | loss: 0.0311118 | val_loss: 0.0311898 | Time: 1981.56 ms [2021-05-03 04:44:28 main:581] : INFO : Epoch 1991 | loss: 0.031115 | val_loss: 0.0311795 | Time: 2014.24 ms [2021-05-03 04:44:30 main:581] : INFO : Epoch 1992 | loss: 0.0311169 | val_loss: 0.0311912 | Time: 1850.74 ms [2021-05-03 04:44:32 main:581] : INFO : Epoch 1993 | loss: 0.0311192 | val_loss: 0.0311849 | Time: 1927.54 ms [2021-05-03 04:44:34 main:581] : INFO : Epoch 1994 | loss: 0.0311131 | val_loss: 0.0311814 | Time: 1986.24 ms [2021-05-03 04:44:36 main:581] : INFO : Epoch 1995 | loss: 0.031115 | val_loss: 0.031184 | Time: 1971.69 ms [2021-05-03 04:44:38 main:581] : INFO : Epoch 1996 | loss: 0.0311165 | val_loss: 0.0311848 | Time: 1979.99 ms [2021-05-03 04:44:40 main:581] : INFO : Epoch 1997 | loss: 0.0311142 | val_loss: 0.0311892 | Time: 1984.28 ms [2021-05-03 04:44:42 main:581] : INFO : Epoch 1998 | loss: 0.0311147 | val_loss: 0.0311877 | Time: 1963.68 ms [2021-05-03 04:44:44 main:581] : INFO : Epoch 1999 | loss: 0.0311156 | val_loss: 0.0311907 | Time: 1936.42 ms [2021-05-03 04:44:45 main:581] : INFO : Epoch 2000 | loss: 0.031114 | val_loss: 0.0311871 | Time: 1937.91 ms [2021-05-03 04:44:47 main:581] : INFO : Epoch 2001 | loss: 0.0311123 | val_loss: 0.0311841 | Time: 1987.77 ms [2021-05-03 04:44:49 main:581] : INFO : Epoch 2002 | loss: 0.0311105 | val_loss: 0.0311856 | Time: 1981.99 ms [2021-05-03 04:44:51 main:581] : INFO : Epoch 2003 | loss: 0.0311103 | val_loss: 0.0311838 | Time: 1935.79 ms [2021-05-03 04:44:53 main:581] : INFO : Epoch 2004 | loss: 0.0311109 | val_loss: 0.0311857 | Time: 1968.98 ms [2021-05-03 04:44:55 main:581] : INFO : Epoch 2005 | loss: 0.0311125 | val_loss: 0.0311875 | Time: 1887.87 ms [2021-05-03 04:44:57 main:581] : INFO : Epoch 2006 | loss: 0.0311139 | val_loss: 0.0311837 | Time: 2000.14 ms [2021-05-03 04:44:59 main:581] : INFO : Epoch 2007 | loss: 0.0311232 | val_loss: 0.0311842 | Time: 1982.7 ms [2021-05-03 04:45:01 main:581] : INFO : Epoch 2008 | loss: 0.0311229 | val_loss: 0.0311785 | Time: 1984.08 ms [2021-05-03 04:45:03 main:581] : INFO : Epoch 2009 | loss: 0.0311302 | val_loss: 0.0311784 | Time: 1962.87 ms [2021-05-03 04:45:05 main:581] : INFO : Epoch 2010 | loss: 0.0311269 | val_loss: 0.0311855 | Time: 1973.14 ms [2021-05-03 04:45:07 main:581] : INFO : Epoch 2011 | loss: 0.0311177 | val_loss: 0.0311861 | Time: 1932.39 ms [2021-05-03 04:45:09 main:581] : INFO : Epoch 2012 | loss: 0.0311148 | val_loss: 0.031179 | Time: 1992.8 ms [2021-05-03 04:45:11 main:581] : INFO : Epoch 2013 | loss: 0.0311125 | val_loss: 0.0311911 | Time: 1788.41 ms [2021-05-03 04:45:13 main:581] : INFO : Epoch 2014 | loss: 0.0311154 | val_loss: 0.0311901 | Time: 1990.24 ms [2021-05-03 04:45:15 main:581] : INFO : Epoch 2015 | loss: 0.0311123 | val_loss: 0.0311849 | Time: 1964.54 ms [2021-05-03 04:45:17 main:581] : INFO : Epoch 2016 | loss: 0.031111 | val_loss: 0.0311864 | Time: 1991.52 ms [2021-05-03 04:45:19 main:581] : INFO : Epoch 2017 | loss: 0.0311127 | val_loss: 0.0311837 | Time: 1963.75 ms [2021-05-03 04:45:21 main:581] : INFO : Epoch 2018 | loss: 0.0311101 | val_loss: 0.031193 | Time: 2002.77 ms [2021-05-03 04:45:23 main:581] : INFO : Epoch 2019 | loss: 0.0311115 | val_loss: 0.0311863 | Time: 2029.85 ms [2021-05-03 04:45:25 main:581] : INFO : Epoch 2020 | loss: 0.0311131 | val_loss: 0.0311924 | Time: 2027.33 ms [2021-05-03 04:45:27 main:581] : INFO : Epoch 2021 | loss: 0.0311229 | val_loss: 0.0312462 | Time: 1921.07 ms [2021-05-03 04:45:29 main:581] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 1950.92 ms [2021-05-03 04:45:31 main:581] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 2049.53 ms [2021-05-03 04:45:33 main:581] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 1992.82 ms [2021-05-03 04:45:35 main:581] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 1950.98 ms [2021-05-03 04:45:37 main:581] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 1967.46 ms [2021-05-03 04:45:39 main:581] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1921.62 ms [2021-05-03 04:45:41 main:581] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 1946.07 ms [2021-05-03 04:45:43 main:581] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1990.58 ms [2021-05-03 04:45:45 main:581] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 2013.16 ms [2021-05-03 04:45:47 main:581] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1986.76 ms [2021-05-03 04:45:48 main:581] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 1945.35 ms [2021-05-03 04:45:50 main:581] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 1988.46 ms [2021-05-03 04:45:52 main:581] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1982.52 ms [2021-05-03 04:45:54 main:581] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1965.92 ms [2021-05-03 04:45:56 main:581] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 2017.62 ms [2021-05-03 04:45:59 main:581] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 2055.66 ms [2021-05-03 04:46:00 main:581] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 1973.04 ms [2021-05-03 04:46:02 main:581] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 2011.81 ms [2021-05-03 04:46:04 main:581] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1970.82 ms [2021-05-03 04:46:06 main:581] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 1967.2 ms [2021-05-03 04:46:08 main:581] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 1907.28 ms [2021-05-03 04:46:10 main:581] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 1741.62 ms [2021-05-03 04:46:12 main:581] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 1979.85 ms [2021-05-03 04:46:14 main:581] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 1985.27 ms [2021-05-03 04:46:16 main:581] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1920.64 ms [2021-05-03 04:46:18 main:581] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 2007.24 ms [2021-05-03 04:46:20 main:581] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1881.89 ms [2021-05-03 04:46:20 main:604] : INFO : Saving trained model to model-final.pt, val_loss nan [2021-05-03 04:46:20 main:610] : INFO : Saving end state to config to file [2021-05-03 04:46:20 main:615] : INFO : Success, exiting.. 04:46:20 (2201547): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)