Task 5144542
| Name | ParityMachine-1619236352-15744-0_1 |
| Workunit | 3044685 |
| Created | 4 May 2021, 7:15:36 UTC |
| Sent | 4 May 2021, 9:10:23 UTC |
| Report deadline | 12 May 2021, 9:10:23 UTC |
| Received | 5 May 2021, 1:04:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 8 min 23 sec |
| CPU time | 1 hours 8 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| 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 | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 1] : INFO : Epoch 1538 | loss: 0.0311539 | val_loss: 0.0311692 | Time: 2206.43 ms [2021-05-04 20:46:43 main:581] : INFO : Epoch 1539 | loss: 0.031155 | val_loss: 0.0311749 | Time: 2034.08 ms [2021-05-04 20:46:45 main:581] : INFO : Epoch 1540 | loss: 0.0311546 | val_loss: 0.0311684 | Time: 2015.12 ms [2021-05-04 20:46:47 main:581] : INFO : Epoch 1541 | loss: 0.0311507 | val_loss: 0.0311725 | Time: 2036.86 ms [2021-05-04 20:46:49 main:581] : INFO : Epoch 1542 | loss: 0.0311508 | val_loss: 0.0311689 | Time: 2016.83 ms [2021-05-04 20:46:51 main:581] : INFO : Epoch 1543 | loss: 0.0311491 | val_loss: 0.0311726 | Time: 2049.28 ms [2021-05-04 20:46:53 main:581] : INFO : Epoch 1544 | loss: 0.0311525 | val_loss: 0.0311771 | Time: 1989.87 ms [2021-05-04 20:46:55 main:581] : INFO : Epoch 1545 | loss: 0.0311554 | val_loss: 0.0311674 | Time: 1959.12 ms [2021-05-04 20:46:57 main:581] : INFO : Epoch 1546 | loss: 0.0311559 | val_loss: 0.0311636 | Time: 2021.64 ms [2021-05-04 20:46:59 main:581] : INFO : Epoch 1547 | loss: 0.0311552 | val_loss: 0.0311653 | Time: 1965.09 ms [2021-05-04 20:47:01 main:581] : INFO : Epoch 1548 | loss: 0.0311512 | val_loss: 0.0311701 | Time: 2064.26 ms [2021-05-04 20:47:04 main:581] : INFO : Epoch 1549 | loss: 0.0311492 | val_loss: 0.0311676 | Time: 2142.91 ms [2021-05-04 20:47:06 main:581] : INFO : Epoch 1550 | loss: 0.0311514 | val_loss: 0.0311681 | Time: 2087.26 ms [2021-05-04 20:47:08 main:581] : INFO : Epoch 1551 | loss: 0.0311496 | val_loss: 0.0311692 | Time: 2001.31 ms [2021-05-04 20:47:10 main:581] : INFO : Epoch 1552 | loss: 0.0311509 | val_loss: 0.0311692 | Time: 1982.44 ms [2021-05-04 20:47:12 main:581] : INFO : Epoch 1553 | loss: 0.0311506 | val_loss: 0.0311768 | Time: 2022.44 ms [2021-05-04 20:47:14 main:581] : INFO : Epoch 1554 | loss: 0.0311548 | val_loss: 0.0311696 | Time: 2047.71 ms [2021-05-04 20:47:16 main:581] : INFO : Epoch 1555 | loss: 0.0311494 | val_loss: 0.0311686 | Time: 2041.39 ms [2021-05-04 20:47:18 main:581] : INFO : Epoch 1556 | loss: 0.0311479 | val_loss: 0.0311687 | Time: 2019.8 ms [2021-05-04 20:47:20 main:581] : INFO : Epoch 1557 | loss: 0.0311462 | val_loss: 0.0311785 | Time: 1967.37 ms [2021-05-04 20:47:22 main:581] : INFO : Epoch 1558 | loss: 0.0311498 | val_loss: 0.0311727 | Time: 2037.47 ms [2021-05-04 20:47:24 main:581] : INFO : Epoch 1559 | loss: 0.0311471 | val_loss: 0.0311708 | Time: 1998.36 ms [2021-05-04 20:47:26 main:581] : INFO : Epoch 1560 | loss: 0.0311489 | val_loss: 0.0311795 | Time: 2027.8 ms [2021-05-04 20:47:28 main:581] : INFO : Epoch 1561 | loss: 0.0311514 | val_loss: 0.0311655 | Time: 1955.62 ms [2021-05-04 20:47:30 main:581] : INFO : Epoch 1562 | loss: 0.0311468 | val_loss: 0.0311759 | Time: 2030.3 ms [2021-05-04 20:47:32 main:581] : INFO : Epoch 1563 | loss: 0.0311482 | val_loss: 0.0311678 | Time: 2040.66 ms [2021-05-04 20:47:34 main:581] : INFO : Epoch 1564 | loss: 0.031168 | val_loss: 0.0311694 | Time: 1970.62 ms [2021-05-04 20:47:36 main:581] : INFO : Epoch 1565 | loss: 0.0311647 | val_loss: 0.0311665 | Time: 1957.74 ms [2021-05-04 20:47:38 main:581] : INFO : Epoch 1566 | loss: 0.0311638 | val_loss: 0.0311694 | Time: 2021.84 ms [2021-05-04 20:47:40 main:581] : INFO : Epoch 1567 | loss: 0.0311615 | val_loss: 0.031163 | Time: 2065.08 ms [2021-05-04 20:47:42 main:581] : INFO : Epoch 1568 | loss: 0.0311639 | val_loss: 0.0311652 | Time: 2003.89 ms [2021-05-04 20:47:44 main:581] : INFO : Epoch 1569 | loss: 0.0311611 | val_loss: 0.0311639 | Time: 2003.53 ms [2021-05-04 20:47:46 main:581] : INFO : Epoch 1570 | loss: 0.0311604 | val_loss: 0.0311647 | Time: 1970.52 ms [2021-05-04 20:47:48 main:581] : INFO : Epoch 1571 | loss: 0.0311601 | val_loss: 0.0311723 | Time: 2021.87 ms [2021-05-04 20:47:50 main:581] : INFO : Epoch 1572 | loss: 0.0311575 | val_loss: 0.0311647 | Time: 1937.59 ms [2021-05-04 20:47:51 main:581] : INFO : Epoch 1573 | loss: 0.0311564 | val_loss: 0.0311645 | Time: 1665.24 ms [2021-05-04 20:47:53 main:581] : INFO : Epoch 1574 | loss: 0.0311602 | val_loss: 0.0311641 | Time: 1670.8 ms [2021-05-04 20:47:55 main:581] : INFO : Epoch 1575 | loss: 0.0311611 | val_loss: 0.0311658 | Time: 2001.91 ms [2021-05-04 20:47:57 main:581] : INFO : Epoch 1576 | loss: 0.0311632 | val_loss: 0.0311673 | Time: 1952.65 ms [2021-05-04 20:47:59 main:581] : INFO : Epoch 1577 | loss: 0.0311677 | val_loss: 0.0311679 | Time: 1908.64 ms [2021-05-04 20:48:01 main:581] : INFO : Epoch 1578 | loss: 0.0311648 | val_loss: 0.0311649 | Time: 1939.15 ms [2021-05-04 20:48:03 main:581] : INFO : Epoch 1579 | loss: 0.0311613 | val_loss: 0.0311636 | Time: 2010.91 ms [2021-05-04 20:48:05 main:581] : INFO : Epoch 1580 | loss: 0.0311602 | val_loss: 0.0311646 | Time: 1983.56 ms [2021-05-04 20:48:07 main:581] : INFO : Epoch 1581 | loss: 0.0311591 | val_loss: 0.0311637 | Time: 2018.41 ms [2021-05-04 20:48:09 main:581] : INFO : Epoch 1582 | loss: 0.0311579 | val_loss: 0.0311685 | Time: 2046.95 ms [2021-05-04 20:48:11 main:581] : INFO : Epoch 1583 | loss: 0.0311581 | val_loss: 0.0311678 | Time: 2002.12 ms [2021-05-04 20:48:13 main:581] : INFO : Epoch 1584 | loss: 0.0311569 | val_loss: 0.0311662 | Time: 2022.67 ms [2021-05-04 20:48:15 main:581] : INFO : Epoch 1585 | loss: 0.0311596 | val_loss: 0.031164 | Time: 1933.68 ms [2021-05-04 20:48:17 main:581] : INFO : Epoch 1586 | loss: 0.0311551 | val_loss: 0.0311673 | Time: 2011.75 ms [2021-05-04 20:48:19 main:581] : INFO : Epoch 1587 | loss: 0.0311554 | val_loss: 0.031172 | Time: 1989.22 ms [2021-05-04 20:48:21 main:581] : INFO : Epoch 1588 | loss: 0.0311577 | val_loss: 0.0311681 | Time: 1968.94 ms [2021-05-04 20:48:23 main:581] : INFO : Epoch 1589 | loss: 0.0311566 | val_loss: 0.0311633 | Time: 2012.19 ms [2021-05-04 20:48:25 main:581] : INFO : Epoch 1590 | loss: 0.0311555 | val_loss: 0.0311662 | Time: 2033.32 ms [2021-05-04 20:48:27 main:581] : INFO : Epoch 1591 | loss: 0.0311549 | val_loss: 0.0311656 | Time: 1989.47 ms [2021-05-04 20:48:29 main:581] : INFO : Epoch 1592 | loss: 0.0311548 | val_loss: 0.0311658 | Time: 1992.1 ms [2021-05-04 20:48:31 main:581] : INFO : Epoch 1593 | loss: 0.0311532 | val_loss: 0.0311656 | Time: 1997.46 ms [2021-05-04 20:48:33 main:581] : INFO : Epoch 1594 | loss: 0.0311533 | val_loss: 0.0311672 | Time: 1957.65 ms [2021-05-04 20:48:35 main:581] : INFO : Epoch 1595 | loss: 0.0311701 | val_loss: 0.0312138 | Time: 1954.08 ms [2021-05-04 20:48:37 main:581] : INFO : Epoch 1596 | loss: 0.0313424 | val_loss: 0.0313544 | Time: 1991.64 ms [2021-05-04 20:48:39 main:581] : INFO : Epoch 1597 | loss: 0.0312435 | val_loss: 0.0312019 | Time: 1986.39 ms [2021-05-04 20:48:41 main:581] : INFO : Epoch 1598 | loss: 0.0311769 | val_loss: 0.0311691 | Time: 1997.1 ms [2021-05-04 20:48:43 main:581] : INFO : Epoch 1599 | loss: 0.0311713 | val_loss: 0.0311653 | Time: 2035.23 ms [2021-05-04 20:48:45 main:581] : INFO : Epoch 1600 | loss: 0.0311637 | val_loss: 0.0311752 | Time: 2085.75 ms [2021-05-04 20:48:47 main:581] : INFO : Epoch 1601 | loss: 0.0311613 | val_loss: 0.0311664 | Time: 2019.54 ms [2021-05-04 20:48:49 main:581] : INFO : Epoch 1602 | loss: 0.0311577 | val_loss: 0.0311673 | Time: 2112.09 ms [2021-05-04 20:48:51 main:581] : INFO : Epoch 1603 | loss: 0.0311571 | val_loss: 0.0311667 | Time: 2055.71 ms [2021-05-04 20:48:53 main:581] : INFO : Epoch 1604 | loss: 0.0311559 | val_loss: 0.0311655 | Time: 1949.95 ms [2021-05-04 20:48:55 main:581] : INFO : Epoch 1605 | loss: 0.0311563 | val_loss: 0.0311635 | Time: 1975.23 ms [2021-05-04 20:48:57 main:581] : INFO : Epoch 1606 | loss: 0.0311562 | val_loss: 0.0311659 | Time: 2170.1 ms [2021-05-04 20:48:59 main:581] : INFO : Epoch 1607 | loss: 0.0311548 | val_loss: 0.03117 | Time: 2027.5 ms [2021-05-04 20:49:01 main:581] : INFO : Epoch 1608 | loss: 0.0311548 | val_loss: 0.0311672 | Time: 2039.74 ms [2021-05-04 20:49:03 main:581] : INFO : Epoch 1609 | loss: 0.0311572 | val_loss: 0.0311629 | Time: 2053.28 ms [2021-05-04 20:49:05 main:581] : INFO : Epoch 1610 | loss: 0.0311626 | val_loss: 0.0311626 | Time: 1968.68 ms [2021-05-04 20:49:07 main:581] : INFO : Epoch 1611 | loss: 0.0311611 | val_loss: 0.0311621 | Time: 1997.42 ms [2021-05-04 20:49:09 main:581] : INFO : Epoch 1612 | loss: 0.0311567 | val_loss: 0.0311614 | Time: 1970.06 ms [2021-05-04 20:49:11 main:581] : INFO : Epoch 1613 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 2084.35 ms [2021-05-04 20:49:13 main:581] : INFO : Epoch 1614 | loss: 0.0311553 | val_loss: 0.0311614 | Time: 2006.71 ms [2021-05-04 20:49:15 main:581] : INFO : Epoch 1615 | loss: 0.0311548 | val_loss: 0.0311621 | Time: 2027.21 ms [2021-05-04 20:49:17 main:581] : INFO : Epoch 1616 | loss: 0.0311534 | val_loss: 0.0311623 | Time: 2071.11 ms [2021-05-04 20:49:20 main:581] : INFO : Epoch 1617 | loss: 0.0311521 | val_loss: 0.0311637 | Time: 2075.95 ms [2021-05-04 20:49:22 main:581] : INFO : Epoch 1618 | loss: 0.031157 | val_loss: 0.0311649 | Time: 2038.39 ms [2021-05-04 20:49:24 main:581] : INFO : Epoch 1619 | loss: 0.031159 | val_loss: 0.031167 | Time: 2054.12 ms [2021-05-04 20:49:26 main:581] : INFO : Epoch 1620 | loss: 0.0311576 | val_loss: 0.0311624 | Time: 1985.87 ms [2021-05-04 20:49:27 main:581] : INFO : Epoch 1621 | loss: 0.0311545 | val_loss: 0.0311637 | Time: 1823.44 ms [2021-05-04 20:49:29 main:581] : INFO : Epoch 1622 | loss: 0.031154 | val_loss: 0.0311618 | Time: 1977.47 ms [2021-05-04 20:49:31 main:581] : INFO : Epoch 1623 | loss: 0.031156 | val_loss: 0.0311757 | Time: 2042.15 ms [2021-05-04 20:49:33 main:581] : INFO : Epoch 1624 | loss: 0.0311589 | val_loss: 0.0311757 | Time: 1962.69 ms [2021-05-04 20:49:35 main:581] : INFO : Epoch 1625 | loss: 0.031156 | val_loss: 0.0311649 | Time: 2015.13 ms [2021-05-04 20:49:37 main:581] : INFO : Epoch 1626 | loss: 0.0311509 | val_loss: 0.031164 | Time: 2029.48 ms [2021-05-04 20:49:40 main:581] : INFO : Epoch 1627 | loss: 0.0311496 | val_loss: 0.0311605 | Time: 2037.76 ms [2021-05-04 20:49:42 main:581] : INFO : Epoch 1628 | loss: 0.0311503 | val_loss: 0.0311633 | Time: 2010.08 ms [2021-05-04 20:49:44 main:581] : INFO : Epoch 1629 | loss: 0.031151 | val_loss: 0.0311652 | Time: 1998.48 ms [2021-05-04 20:49:46 main:581] : INFO : Epoch 1630 | loss: 0.0311509 | val_loss: 0.0311657 | Time: 2047.64 ms [2021-05-04 20:49:48 main:581] : INFO : Epoch 1631 | loss: 0.0311484 | val_loss: 0.031164 | Time: 1988.34 ms [2021-05-04 20:49:50 main:581] : INFO : Epoch 1632 | loss: 0.0311473 | val_loss: 0.0311649 | Time: 1997.53 ms [2021-05-04 20:49:52 main:581] : INFO : Epoch 1633 | loss: 0.0311499 | val_loss: 0.0311639 | Time: 2015.91 ms [2021-05-04 20:49:54 main:581] : INFO : Epoch 1634 | loss: 0.0311495 | val_loss: 0.0311641 | Time: 2007.33 ms [2021-05-04 20:49:56 main:581] : INFO : Epoch 1635 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 2035.04 ms [2021-05-04 20:49:58 main:581] : INFO : Epoch 1636 | loss: 0.031146 | val_loss: 0.0311662 | Time: 1980.51 ms [2021-05-04 20:50:00 main:581] : INFO : Epoch 1637 | loss: 0.031147 | val_loss: 0.0311628 | Time: 1998.65 ms [2021-05-04 20:50:02 main:581] : INFO : Epoch 1638 | loss: 0.0311459 | val_loss: 0.0311676 | Time: 1949.87 ms [2021-05-04 20:50:04 main:581] : INFO : Epoch 1639 | loss: 0.0311487 | val_loss: 0.0311689 | Time: 2003.44 ms [2021-05-04 20:50:06 main:581] : INFO : Epoch 1640 | loss: 0.0311487 | val_loss: 0.0311647 | Time: 2034.37 ms [2021-05-04 20:50:08 main:581] : INFO : Epoch 1641 | loss: 0.0311499 | val_loss: 0.0311637 | Time: 2045.44 ms [2021-05-04 20:50:10 main:581] : INFO : Epoch 1642 | loss: 0.0311498 | val_loss: 0.0311751 | Time: 2064.35 ms [2021-05-04 20:50:12 main:581] : INFO : Epoch 1643 | loss: 0.0311493 | val_loss: 0.0311659 | Time: 1987.42 ms [2021-05-04 20:50:14 main:581] : INFO : Epoch 1644 | loss: 0.031147 | val_loss: 0.0311666 | Time: 1816.28 ms [2021-05-04 20:50:16 main:581] : INFO : Epoch 1645 | loss: 0.0311487 | val_loss: 0.0311673 | Time: 2041.74 ms [2021-05-04 20:50:18 main:581] : INFO : Epoch 1646 | loss: 0.0311478 | val_loss: 0.0311715 | Time: 1949.22 ms [2021-05-04 20:50:19 main:581] : INFO : Epoch 1647 | loss: 0.0311494 | val_loss: 0.0311646 | Time: 1944.89 ms [2021-05-04 20:50:21 main:581] : INFO : Epoch 1648 | loss: 0.0311545 | val_loss: 0.0311653 | Time: 2032.78 ms [2021-05-04 20:50:24 main:581] : INFO : Epoch 1649 | loss: 0.031152 | val_loss: 0.031162 | Time: 2036.94 ms [2021-05-04 20:50:26 main:581] : INFO : Epoch 1650 | loss: 0.031149 | val_loss: 0.0311645 | Time: 2046.11 ms [2021-05-04 20:50:28 main:581] : INFO : Epoch 1651 | loss: 0.0311485 | val_loss: 0.0311639 | Time: 2027.03 ms [2021-05-04 20:50:30 main:581] : INFO : Epoch 1652 | loss: 0.0311476 | val_loss: 0.0311636 | Time: 1984.63 ms [2021-05-04 20:50:32 main:581] : INFO : Epoch 1653 | loss: 0.0311474 | val_loss: 0.0311654 | Time: 2133.68 ms [2021-05-04 20:50:34 main:581] : INFO : Epoch 1654 | loss: 0.0311465 | val_loss: 0.0311648 | Time: 2022.31 ms [2021-05-04 20:50:36 main:581] : INFO : Epoch 1655 | loss: 0.031149 | val_loss: 0.031167 | Time: 2017.52 ms [2021-05-04 20:50:38 main:581] : INFO : Epoch 1656 | loss: 0.0311507 | val_loss: 0.0311663 | Time: 1998.53 ms [2021-05-04 20:50:40 main:581] : INFO : Epoch 1657 | loss: 0.0311492 | val_loss: 0.0311674 | Time: 1976.96 ms [2021-05-04 20:50:42 main:581] : INFO : Epoch 1658 | loss: 0.031155 | val_loss: 0.0311645 | Time: 1972.19 ms [2021-05-04 20:50:44 main:581] : INFO : Epoch 1659 | loss: 0.03115 | val_loss: 0.031163 | Time: 1911.4 ms [2021-05-04 20:50:46 main:581] : INFO : Epoch 1660 | loss: 0.0311475 | val_loss: 0.0311649 | Time: 1967.12 ms [2021-05-04 20:50:48 main:581] : INFO : Epoch 1661 | loss: 0.031147 | val_loss: 0.0311642 | Time: 1951.53 ms [2021-05-04 20:50:50 main:581] : INFO : Epoch 1662 | loss: 0.0311473 | val_loss: 0.0311669 | Time: 2030.17 ms [2021-05-04 20:50:52 main:581] : INFO : Epoch 1663 | loss: 0.0311461 | val_loss: 0.0311655 | Time: 2003.89 ms [2021-05-04 20:50:54 main:581] : INFO : Epoch 1664 | loss: 0.0311469 | val_loss: 0.0311663 | Time: 1974.58 ms [2021-05-04 20:50:56 main:581] : INFO : Epoch 1665 | loss: 0.0311458 | val_loss: 0.031165 | Time: 2069.54 ms [2021-05-04 20:50:58 main:581] : INFO : Epoch 1666 | loss: 0.0311429 | val_loss: 0.0311651 | Time: 1941.83 ms [2021-05-04 20:51:00 main:581] : INFO : Epoch 1667 | loss: 0.0311423 | val_loss: 0.031164 | Time: 1988.93 ms [2021-05-04 20:51:02 main:581] : INFO : Epoch 1668 | loss: 0.0311453 | val_loss: 0.0311681 | Time: 2014.04 ms [2021-05-04 20:51:04 main:581] : INFO : Epoch 1669 | loss: 0.0311456 | val_loss: 0.0311649 | Time: 2012.16 ms [2021-05-04 20:51:06 main:581] : INFO : Epoch 1670 | loss: 0.031147 | val_loss: 0.0311698 | Time: 1967.78 ms [2021-05-04 20:51:08 main:581] : INFO : Epoch 1671 | loss: 0.0311519 | val_loss: 0.0311629 | Time: 1993.66 ms [2021-05-04 20:51:10 main:581] : INFO : Epoch 1672 | loss: 0.0311498 | val_loss: 0.0311655 | Time: 2031.88 ms [2021-05-04 20:51:12 main:581] : INFO : Epoch 1673 | loss: 0.0311509 | val_loss: 0.0311626 | Time: 2035.2 ms [2021-05-04 20:51:14 main:581] : INFO : Epoch 1674 | loss: 0.0311484 | val_loss: 0.0311621 | Time: 2044.87 ms [2021-05-04 20:51:16 main:581] : INFO : Epoch 1675 | loss: 0.0311462 | val_loss: 0.0311641 | Time: 2068.24 ms [2021-05-04 20:51:18 main:581] : INFO : Epoch 1676 | loss: 0.0311465 | val_loss: 0.0311637 | Time: 2117.23 ms [2021-05-04 20:51:20 main:581] : INFO : Epoch 1677 | loss: 0.0311456 | val_loss: 0.031163 | Time: 2020.04 ms [2021-05-04 20:51:22 main:581] : INFO : Epoch 1678 | loss: 0.0311464 | val_loss: 0.0311639 | Time: 2049.06 ms [2021-05-04 20:51:24 main:581] : INFO : Epoch 1679 | loss: 0.0311435 | val_loss: 0.0311644 | Time: 2023.55 ms [2021-05-04 20:51:26 main:581] : INFO : Epoch 1680 | loss: 0.031147 | val_loss: 0.0311783 | Time: 2003.71 ms [2021-05-04 20:51:28 main:581] : INFO : Epoch 1681 | loss: 0.0311506 | val_loss: 0.0311642 | Time: 2019.48 ms [2021-05-04 20:51:30 main:581] : INFO : Epoch 1682 | loss: 0.0311532 | val_loss: 0.0311631 | Time: 2013.81 ms [2021-05-04 20:51:32 main:581] : INFO : Epoch 1683 | loss: 0.0311511 | val_loss: 0.0311634 | Time: 2033.42 ms [2021-05-04 20:51:34 main:581] : INFO : Epoch 1684 | loss: 0.031149 | val_loss: 0.03116 | Time: 2022.46 ms [2021-05-04 20:51:36 main:581] : INFO : Epoch 1685 | loss: 0.0311509 | val_loss: 0.0311618 | Time: 2039.22 ms [2021-05-04 20:51:38 main:581] : INFO : Epoch 1686 | loss: 0.0311523 | val_loss: 0.0311622 | Time: 2026.33 ms [2021-05-04 20:51:40 main:581] : INFO : Epoch 1687 | loss: 0.0311502 | val_loss: 0.0311594 | Time: 2030.61 ms [2021-05-04 20:51:42 main:581] : INFO : Epoch 1688 | loss: 0.0311481 | val_loss: 0.031164 | Time: 2032.58 ms [2021-05-04 20:51:44 main:581] : INFO : Epoch 1689 | loss: 0.03115 | val_loss: 0.0311628 | Time: 2027.92 ms [2021-05-04 20:51:46 main:581] : INFO : Epoch 1690 | loss: 0.0311481 | val_loss: 0.0311629 | Time: 2044.56 ms [2021-05-04 20:51:48 main:581] : INFO : Epoch 1691 | loss: 0.0311471 | val_loss: 0.0311637 | Time: 2001.32 ms [2021-05-04 20:51:50 main:581] : INFO : Epoch 1692 | loss: 0.0311461 | val_loss: 0.0311614 | Time: 2011.74 ms [2021-05-04 20:51:52 main:581] : INFO : Epoch 1693 | loss: 0.0311454 | val_loss: 0.0311656 | Time: 2031.89 ms [2021-05-04 20:51:54 main:581] : INFO : Epoch 1694 | loss: 0.0311443 | val_loss: 0.0311622 | Time: 2021.92 ms [2021-05-04 20:51:56 main:581] : INFO : Epoch 1695 | loss: 0.0311446 | val_loss: 0.0311646 | Time: 2018.69 ms [2021-05-04 20:51:58 main:581] : INFO : Epoch 1696 | loss: 0.0311464 | val_loss: 0.0311694 | Time: 2022.47 ms [2021-05-04 20:52:00 main:581] : INFO : Epoch 1697 | loss: 0.0311442 | val_loss: 0.0311614 | Time: 2056.53 ms [2021-05-04 20:52:02 main:581] : INFO : Epoch 1698 | loss: 0.0311429 | val_loss: 0.0311648 | Time: 2059 ms [2021-05-04 20:52:04 main:581] : INFO : Epoch 1699 | loss: 0.0311442 | val_loss: 0.0311612 | Time: 1946.52 ms [2021-05-04 20:52:07 main:581] : INFO : Epoch 1700 | loss: 0.031144 | val_loss: 0.0311638 | Time: 2199.32 ms [2021-05-04 20:52:09 main:581] : INFO : Epoch 1701 | loss: 0.0311415 | val_loss: 0.0311656 | Time: 2041.64 ms [2021-05-04 20:52:11 main:581] : INFO : Epoch 1702 | loss: 0.031141 | val_loss: 0.0311634 | Time: 2037.15 ms [2021-05-04 20:52:13 main:581] : INFO : Epoch 1703 | loss: 0.0311408 | val_loss: 0.0311653 | Time: 2052.49 ms [2021-05-04 20:52:15 main:581] : INFO : Epoch 1704 | loss: 0.0311404 | val_loss: 0.0311647 | Time: 2065.07 ms [2021-05-04 20:52:17 main:581] : INFO : Epoch 1705 | loss: 0.0311422 | val_loss: 0.0311693 | Time: 2041.63 ms [2021-05-04 20:52:19 main:581] : INFO : Epoch 1706 | loss: 0.0311455 | val_loss: 0.0311696 | Time: 2000.21 ms [2021-05-04 20:52:21 main:581] : INFO : Epoch 1707 | loss: 0.0311448 | val_loss: 0.0311693 | Time: 1973.3 ms [2021-05-04 20:52:23 main:581] : INFO : Epoch 1708 | loss: 0.0311417 | val_loss: 0.031165 | Time: 1995.81 ms [2021-05-04 20:52:25 main:581] : INFO : Epoch 1709 | loss: 0.031142 | val_loss: 0.0311637 | Time: 2005.13 ms [2021-05-04 20:52:27 main:581] : INFO : Epoch 1710 | loss: 0.0311393 | val_loss: 0.03117 | Time: 1848.84 ms [2021-05-04 20:52:28 main:581] : INFO : Epoch 1711 | loss: 0.0311408 | val_loss: 0.0311675 | Time: 1668.63 ms [2021-05-04 20:52:30 main:581] : INFO : Epoch 1712 | loss: 0.0311404 | val_loss: 0.0311658 | Time: 1785.85 ms [2021-05-04 20:52:32 main:581] : INFO : Epoch 1713 | loss: 0.0311392 | val_loss: 0.0311648 | Time: 1936.36 ms [2021-05-04 20:52:34 main:581] : INFO : Epoch 1714 | loss: 0.0311405 | val_loss: 0.0311717 | Time: 1745.21 ms [2021-05-04 20:52:35 main:581] : INFO : Epoch 1715 | loss: 0.0311418 | val_loss: 0.0311662 | Time: 1693.15 ms [2021-05-04 20:52:37 main:581] : INFO : Epoch 1716 | loss: 0.0311438 | val_loss: 0.0311649 | Time: 1966.54 ms [2021-05-04 20:52:39 main:581] : INFO : Epoch 1717 | loss: 0.0311472 | val_loss: 0.0311625 | Time: 2014.06 ms [2021-05-04 20:52:41 main:581] : INFO : Epoch 1718 | loss: 0.0311449 | val_loss: 0.0311675 | Time: 2000.47 ms [2021-05-04 20:52:43 main:581] : INFO : Epoch 1719 | loss: 0.0311414 | val_loss: 0.0311722 | Time: 2006.58 ms [2021-05-04 20:52:45 main:581] : INFO : Epoch 1720 | loss: 0.031142 | val_loss: 0.0311665 | Time: 2021.67 ms [2021-05-04 20:52:47 main:581] : INFO : Epoch 1721 | loss: 0.0311404 | val_loss: 0.0311628 | Time: 1876.34 ms [2021-05-04 20:52:49 main:581] : INFO : Epoch 1722 | loss: 0.0311393 | val_loss: 0.0311679 | Time: 2007.29 ms [2021-05-04 20:52:51 main:581] : INFO : Epoch 1723 | loss: 0.031138 | val_loss: 0.0311703 | Time: 2006.15 ms [2021-05-04 20:52:53 main:581] : INFO : Epoch 1724 | loss: 0.0311456 | val_loss: 0.0311601 | Time: 2046.27 ms [2021-05-04 20:52:55 main:581] : INFO : Epoch 1725 | loss: 0.0311447 | val_loss: 0.0311648 | Time: 1991.51 ms [2021-05-04 20:52:57 main:581] : INFO : Epoch 1726 | loss: 0.0311455 | val_loss: 0.0311648 | Time: 2034.88 ms [2021-05-04 20:52:59 main:581] : INFO : Epoch 1727 | loss: 0.0311433 | val_loss: 0.0311612 | Time: 2011.05 ms [2021-05-04 20:53:01 main:581] : INFO : Epoch 1728 | loss: 0.0311403 | val_loss: 0.0311661 | Time: 2006.11 ms [2021-05-04 20:53:03 main:581] : INFO : Epoch 1729 | loss: 0.0311383 | val_loss: 0.0311622 | Time: 2001.63 ms [2021-05-04 20:53:05 main:581] : INFO : Epoch 1730 | loss: 0.031139 | val_loss: 0.031167 | Time: 2016.88 ms [2021-05-04 20:53:07 main:581] : INFO : Epoch 1731 | loss: 0.0311392 | val_loss: 0.0311641 | Time: 1987.11 ms [2021-05-04 20:53:09 main:581] : INFO : Epoch 1732 | loss: 0.0311368 | val_loss: 0.0311627 | Time: 2002.84 ms [2021-05-04 20:53:12 main:581] : INFO : Epoch 1733 | loss: 0.0311365 | val_loss: 0.0311717 | Time: 2069.06 ms [2021-05-04 20:53:14 main:581] : INFO : Epoch 1734 | loss: 0.0311418 | val_loss: 0.0311658 | Time: 1983.27 ms [2021-05-04 20:53:16 main:581] : INFO : Epoch 1735 | loss: 0.0311415 | val_loss: 0.0311661 | Time: 2042.41 ms [2021-05-04 20:53:18 main:581] : INFO : Epoch 1736 | loss: 0.0311406 | val_loss: 0.0311655 | Time: 2020.47 ms [2021-05-04 20:53:20 main:581] : INFO : Epoch 1737 | loss: 0.0311435 | val_loss: 0.0311616 | Time: 1987.68 ms [2021-05-04 20:53:22 main:581] : INFO : Epoch 1738 | loss: 0.0311385 | val_loss: 0.0311674 | Time: 1977.11 ms [2021-05-04 20:53:24 main:581] : INFO : Epoch 1739 | loss: 0.0311381 | val_loss: 0.0311623 | Time: 2048.77 ms [2021-05-04 20:53:26 main:581] : INFO : Epoch 1740 | loss: 0.0311349 | val_loss: 0.0311626 | Time: 1979.63 ms [2021-05-04 20:53:28 main:581] : INFO : Epoch 1741 | loss: 0.0311334 | val_loss: 0.0311631 | Time: 1975.26 ms [2021-05-04 20:53:30 main:581] : INFO : Epoch 1742 | loss: 0.0311345 | val_loss: 0.0311617 | Time: 1964.87 ms [2021-05-04 20:53:32 main:581] : INFO : Epoch 1743 | loss: 0.0311337 | val_loss: 0.0311655 | Time: 1961.68 ms [2021-05-04 20:53:34 main:581] : INFO : Epoch 1744 | loss: 0.0311337 | val_loss: 0.0311658 | Time: 1999.82 ms [2021-05-04 20:53:36 main:581] : INFO : Epoch 1745 | loss: 0.0311317 | val_loss: 0.031168 | Time: 2017.07 ms [2021-05-04 20:53:37 main:581] : INFO : Epoch 1746 | loss: 0.031131 | val_loss: 0.0311649 | Time: 1950.45 ms [2021-05-04 20:53:40 main:581] : INFO : Epoch 1747 | loss: 0.0311317 | val_loss: 0.031163 | Time: 2163.95 ms [2021-05-04 20:53:42 main:581] : INFO : Epoch 1748 | loss: 0.0311338 | val_loss: 0.0311629 | Time: 2173.18 ms [2021-05-04 20:53:44 main:581] : INFO : Epoch 1749 | loss: 0.0311325 | val_loss: 0.0311628 | Time: 2023.08 ms [2021-05-04 20:53:46 main:581] : INFO : Epoch 1750 | loss: 0.0311326 | val_loss: 0.0311631 | Time: 2017.23 ms [2021-05-04 20:53:48 main:581] : INFO : Epoch 1751 | loss: 0.0311388 | val_loss: 0.0311629 | Time: 2089.73 ms [2021-05-04 20:53:50 main:581] : INFO : Epoch 1752 | loss: 0.0311363 | val_loss: 0.0311604 | Time: 2025.22 ms [2021-05-04 20:53:52 main:581] : INFO : Epoch 1753 | loss: 0.0311344 | val_loss: 0.03116 | Time: 2031.16 ms [2021-05-04 20:53:54 main:581] : INFO : Epoch 1754 | loss: 0.0311322 | val_loss: 0.0311591 | Time: 2013.37 ms [2021-05-04 20:53:56 main:581] : INFO : Epoch 1755 | loss: 0.0311329 | val_loss: 0.0311601 | Time: 2082.61 ms [2021-05-04 20:53:58 main:581] : INFO : Epoch 1756 | loss: 0.0311315 | val_loss: 0.0311676 | Time: 2022.76 ms [2021-05-04 20:54:00 main:581] : INFO : Epoch 1757 | loss: 0.0311312 | val_loss: 0.0311675 | Time: 2023.4 ms [2021-05-04 20:54:02 main:581] : INFO : Epoch 1758 | loss: 0.0311304 | val_loss: 0.0311625 | Time: 2014.33 ms [2021-05-04 20:54:04 main:581] : INFO : Epoch 1759 | loss: 0.0311305 | val_loss: 0.0311607 | Time: 2058.02 ms [2021-05-04 20:54:06 main:581] : INFO : Epoch 1760 | loss: 0.0311336 | val_loss: 0.0311679 | Time: 2037.57 ms [2021-05-04 20:54:08 main:581] : INFO : Epoch 1761 | loss: 0.0311349 | val_loss: 0.0311625 | Time: 1973.18 ms [2021-05-04 20:54:10 main:581] : INFO : Epoch 1762 | loss: 0.0311376 | val_loss: 0.0311617 | Time: 1916.35 ms [2021-05-04 20:54:12 main:581] : INFO : Epoch 1763 | loss: 0.0311364 | val_loss: 0.0311588 | Time: 2042.37 ms [2021-05-04 20:54:14 main:581] : INFO : Epoch 1764 | loss: 0.0311331 | val_loss: 0.0311604 | Time: 1974.17 ms [2021-05-04 20:54:16 main:581] : INFO : Epoch 1765 | loss: 0.0311305 | val_loss: 0.0311637 | Time: 2006.26 ms [2021-05-04 20:54:18 main:581] : INFO : Epoch 1766 | loss: 0.0311391 | val_loss: 0.0311601 | Time: 1975.53 ms [2021-05-04 20:54:20 main:581] : INFO : Epoch 1767 | loss: 0.0311443 | val_loss: 0.0311595 | Time: 1961.11 ms [2021-05-04 20:54:22 main:581] : INFO : Epoch 1768 | loss: 0.0311484 | val_loss: 0.0311622 | Time: 1972.54 ms [2021-05-04 20:54:24 main:581] : INFO : Epoch 1769 | loss: 0.0311508 | val_loss: 0.0311623 | Time: 1994.84 ms [2021-05-04 20:54:26 main:581] : INFO : Epoch 1770 | loss: 0.0311486 | val_loss: 0.0311561 | Time: 1969.84 ms [2021-05-04 20:54:28 main:581] : INFO : Epoch 1771 | loss: 0.031141 | val_loss: 0.0311563 | Time: 2028.27 ms [2021-05-04 20:54:30 main:581] : INFO : Epoch 1772 | loss: 0.0311376 | val_loss: 0.0311598 | Time: 2042.19 ms [2021-05-04 20:54:32 main:581] : INFO : Epoch 1773 | loss: 0.031139 | val_loss: 0.0311617 | Time: 2029.41 ms [2021-05-04 20:54:34 main:581] : INFO : Epoch 1774 | loss: 0.0311411 | val_loss: 0.0311651 | Time: 1993.33 ms [2021-05-04 20:54:36 main:581] : INFO : Epoch 1775 | loss: 0.0311377 | val_loss: 0.0311599 | Time: 2010.05 ms [2021-05-04 20:54:38 main:581] : INFO : Epoch 1776 | loss: 0.0311365 | val_loss: 0.0311631 | Time: 2014.94 ms [2021-05-04 20:54:40 main:581] : INFO : Epoch 1777 | loss: 0.0311344 | val_loss: 0.0311628 | Time: 2052.34 ms [2021-05-04 20:54:42 main:581] : INFO : Epoch 1778 | loss: 0.0311355 | val_loss: 0.0311667 | Time: 1963.07 ms [2021-05-04 20:54:44 main:581] : INFO : Epoch 1779 | loss: 0.0311347 | val_loss: 0.0311638 | Time: 1954.91 ms [2021-05-04 20:54:46 main:581] : INFO : Epoch 1780 | loss: 0.031135 | val_loss: 0.031165 | Time: 1977.48 ms [2021-05-04 20:54:48 main:581] : INFO : Epoch 1781 | loss: 0.031132 | val_loss: 0.0311628 | Time: 2025.56 ms [2021-05-04 20:54:50 main:581] : INFO : Epoch 1782 | loss: 0.0311289 | val_loss: 0.0311627 | Time: 2140.68 ms [2021-05-04 20:54:52 main:581] : INFO : Epoch 1783 | loss: 0.0311286 | val_loss: 0.0311692 | Time: 2148.41 ms [2021-05-04 20:54:54 main:581] : INFO : Epoch 1784 | loss: 0.0311298 | val_loss: 0.031162 | Time: 2029.94 ms [2021-05-04 20:54:56 main:581] : INFO : Epoch 1785 | loss: 0.0311321 | val_loss: 0.031161 | Time: 1969.15 ms [2021-05-04 20:54:58 main:581] : INFO : Epoch 1786 | loss: 0.0311339 | val_loss: 0.0311629 | Time: 2019.63 ms [2021-05-04 20:55:00 main:581] : INFO : Epoch 1787 | loss: 0.0311289 | val_loss: 0.0311615 | Time: 1940.29 ms [2021-05-04 20:55:02 main:581] : INFO : Epoch 1788 | loss: 0.0311291 | val_loss: 0.0311636 | Time: 1989.03 ms [2021-05-04 20:55:04 main:581] : INFO : Epoch 1789 | loss: 0.0311292 | val_loss: 0.0311659 | Time: 2013.38 ms [2021-05-04 20:55:06 main:581] : INFO : Epoch 1790 | loss: 0.0311306 | val_loss: 0.0311713 | Time: 1965.49 ms [2021-05-04 20:55:08 main:581] : INFO : Epoch 1791 | loss: 0.031132 | val_loss: 0.0311579 | Time: 1964.16 ms [2021-05-04 20:55:10 main:581] : INFO : Epoch 1792 | loss: 0.0311343 | val_loss: 0.0311595 | Time: 2011.23 ms [2021-05-04 20:55:12 main:581] : INFO : Epoch 1793 | loss: 0.031129 | val_loss: 0.0311603 | Time: 2020.71 ms [2021-05-04 20:55:14 main:581] : INFO : Epoch 1794 | loss: 0.031127 | val_loss: 0.0311585 | Time: 2009.99 ms [2021-05-04 20:55:16 main:581] : INFO : Epoch 1795 | loss: 0.0311291 | val_loss: 0.0311666 | Time: 2002.07 ms [2021-05-04 20:55:18 main:581] : INFO : Epoch 1796 | loss: 0.0311278 | val_loss: 0.0311667 | Time: 1979.79 ms [2021-05-04 20:55:20 main:581] : INFO : Epoch 1797 | loss: 0.0311289 | val_loss: 0.0311621 | Time: 1896.45 ms [2021-05-04 20:55:22 main:581] : INFO : Epoch 1798 | loss: 0.031145 | val_loss: 0.0311592 | Time: 2027.51 ms [2021-05-04 20:55:24 main:581] : INFO : Epoch 1799 | loss: 0.0311412 | val_loss: 0.0311626 | Time: 2065.77 ms [2021-05-04 20:55:26 main:581] : INFO : Epoch 1800 | loss: 0.0311412 | val_loss: 0.0311596 | Time: 2042.68 ms [2021-05-04 20:55:28 main:581] : INFO : Epoch 1801 | loss: 0.0311374 | val_loss: 0.0311584 | Time: 2021.84 ms [2021-05-04 20:55:30 main:581] : INFO : Epoch 1802 | loss: 0.031136 | val_loss: 0.0311653 | Time: 2002.53 ms [2021-05-04 20:55:32 main:581] : INFO : Epoch 1803 | loss: 0.0311402 | val_loss: 0.0311618 | Time: 2019.06 ms [2021-05-04 20:55:34 main:581] : INFO : Epoch 1804 | loss: 0.0311411 | val_loss: 0.0311619 | Time: 2018.87 ms [2021-05-04 20:55:36 main:581] : INFO : Epoch 1805 | loss: 0.0311407 | val_loss: 0.0311635 | Time: 1927.73 ms [2021-05-04 20:55:38 main:581] : INFO : Epoch 1806 | loss: 0.0311398 | val_loss: 0.0311677 | Time: 2092.03 ms [2021-05-04 20:55:40 main:581] : INFO : Epoch 1807 | loss: 0.0311351 | val_loss: 0.0311611 | Time: 1995.98 ms [2021-05-04 20:55:42 main:581] : INFO : Epoch 1808 | loss: 0.0311327 | val_loss: 0.0311604 | Time: 2029.55 ms [2021-05-04 20:55:45 main:581] : INFO : Epoch 1809 | loss: 0.0311298 | val_loss: 0.0311703 | Time: 2028.61 ms [2021-05-04 20:55:47 main:581] : INFO : Epoch 1810 | loss: 0.03113 | val_loss: 0.0311635 | Time: 2009.23 ms [2021-05-04 20:55:49 main:581] : INFO : Epoch 1811 | loss: 0.031128 | val_loss: 0.0311644 | Time: 2022.15 ms [2021-05-04 20:55:50 main:581] : INFO : Epoch 1812 | loss: 0.0311296 | val_loss: 0.0311636 | Time: 1947.3 ms [2021-05-04 20:55:52 main:581] : INFO : Epoch 1813 | loss: 0.0311295 | val_loss: 0.0311644 | Time: 1996.35 ms [2021-05-04 20:55:54 main:581] : INFO : Epoch 1814 | loss: 0.0311304 | val_loss: 0.031165 | Time: 1968.53 ms [2021-05-04 20:55:57 main:581] : INFO : Epoch 1815 | loss: 0.0311313 | val_loss: 0.0311623 | Time: 2054.34 ms [2021-05-04 20:55:59 main:581] : INFO : Epoch 1816 | loss: 0.0311348 | val_loss: 0.031161 | Time: 2032.44 ms [2021-05-04 20:56:01 main:581] : INFO : Epoch 1817 | loss: 0.031135 | val_loss: 0.031157 | Time: 2052.43 ms [2021-05-04 20:56:03 main:581] : INFO : Epoch 1818 | loss: 0.031135 | val_loss: 0.0311633 | Time: 2018.76 ms [2021-05-04 20:56:05 main:581] : INFO : Epoch 1819 | loss: 0.0311621 | val_loss: 0.0311668 | Time: 2088.96 ms [2021-05-04 20:56:07 main:581] : INFO : Epoch 1820 | loss: 0.0311558 | val_loss: 0.0311606 | Time: 1980.21 ms [2021-05-04 20:56:09 main:581] : INFO : Epoch 1821 | loss: 0.0311513 | val_loss: 0.0311606 | Time: 2046.52 ms [2021-05-04 20:56:11 main:581] : INFO : Epoch 1822 | loss: 0.0311467 | val_loss: 0.0311596 | Time: 2021.27 ms [2021-05-04 20:56:13 main:581] : INFO : Epoch 1823 | loss: 0.0311453 | val_loss: 0.0311635 | Time: 1983.96 ms [2021-05-04 20:56:15 main:581] : INFO : Epoch 1824 | loss: 0.0311493 | val_loss: 0.0311609 | Time: 2049.41 ms [2021-05-04 20:56:17 main:581] : INFO : Epoch 1825 | loss: 0.0311443 | val_loss: 0.0311593 | Time: 2017.98 ms [2021-05-04 20:56:19 main:581] : INFO : Epoch 1826 | loss: 0.0311405 | val_loss: 0.0311577 | Time: 2030.56 ms [2021-05-04 20:56:21 main:581] : INFO : Epoch 1827 | loss: 0.0311372 | val_loss: 0.0311593 | Time: 2039.49 ms [2021-05-04 20:56:23 main:581] : INFO : Epoch 1828 | loss: 0.0311356 | val_loss: 0.0311629 | Time: 1973.05 ms [2021-05-04 20:56:25 main:581] : INFO : Epoch 1829 | loss: 0.0311339 | val_loss: 0.0311563 | Time: 1947.44 ms [2021-05-04 20:56:27 main:581] : INFO : Epoch 1830 | loss: 0.0311326 | val_loss: 0.0311575 | Time: 1949.26 ms [2021-05-04 20:56:29 main:581] : INFO : Epoch 1831 | loss: 0.0311331 | val_loss: 0.0311631 | Time: 1999.13 ms [2021-05-04 20:56:31 main:581] : INFO : Epoch 1832 | loss: 0.0311302 | val_loss: 0.0311609 | Time: 1972.07 ms [2021-05-04 20:56:33 main:581] : INFO : Epoch 1833 | loss: 0.0311293 | val_loss: 0.0311593 | Time: 1958.13 ms [2021-05-04 20:56:35 main:581] : INFO : Epoch 1834 | loss: 0.0311289 | val_loss: 0.0311606 | Time: 2041.58 ms [2021-05-04 20:56:37 main:581] : INFO : Epoch 1835 | loss: 0.0311278 | val_loss: 0.0311598 | Time: 2053.66 ms [2021-05-04 20:56:39 main:581] : INFO : Epoch 1836 | loss: 0.0311287 | val_loss: 0.0311624 | Time: 1941.86 ms [2021-05-04 20:56:41 main:581] : INFO : Epoch 1837 | loss: 0.0311274 | val_loss: 0.0311589 | Time: 2026.2 ms [2021-05-04 20:56:43 main:581] : INFO : Epoch 1838 | loss: 0.0311283 | val_loss: 0.0311594 | Time: 2023.44 ms [2021-05-04 20:56:45 main:581] : INFO : Epoch 1839 | loss: 0.0311304 | val_loss: 0.0311617 | Time: 2035.82 ms [2021-05-04 20:56:47 main:581] : INFO : Epoch 1840 | loss: 0.0311266 | val_loss: 0.0311603 | Time: 2036.84 ms [2021-05-04 20:56:49 main:581] : INFO : Epoch 1841 | loss: 0.031125 | val_loss: 0.03116 | Time: 2013.65 ms [2021-05-04 20:56:51 main:581] : INFO : Epoch 1842 | loss: 0.0311246 | val_loss: 0.0311641 | Time: 1990 ms [2021-05-04 20:56:53 main:581] : INFO : Epoch 1843 | loss: 0.0311256 | val_loss: 0.0311638 | Time: 1981.71 ms [2021-05-04 20:56:55 main:581] : INFO : Epoch 1844 | loss: 0.0311269 | val_loss: 0.0311606 | Time: 2280.58 ms [2021-05-04 20:56:57 main:581] : INFO : Epoch 1845 | loss: 0.0311284 | val_loss: 0.031161 | Time: 2032.03 ms [2021-05-04 20:56:59 main:581] : INFO : Epoch 1846 | loss: 0.031131 | val_loss: 0.0311654 | Time: 1871.62 ms [2021-05-04 20:57:01 main:581] : INFO : Epoch 1847 | loss: 0.0311304 | val_loss: 0.0311631 | Time: 1962.72 ms [2021-05-04 20:57:03 main:581] : INFO : Epoch 1848 | loss: 0.0311279 | val_loss: 0.0311558 | Time: 1931.04 ms [2021-05-04 20:57:05 main:581] : INFO : Epoch 1849 | loss: 0.031125 | val_loss: 0.0311567 | Time: 2001.26 ms [2021-05-04 20:57:07 main:581] : INFO : Epoch 1850 | loss: 0.0311262 | val_loss: 0.0311618 | Time: 1926.1 ms [2021-05-04 20:57:09 main:581] : INFO : Epoch 1851 | loss: 0.0311251 | val_loss: 0.0311584 | Time: 1959.57 ms [2021-05-04 20:57:11 main:581] : INFO : Epoch 1852 | loss: 0.0311242 | val_loss: 0.0311611 | Time: 2056.26 ms [2021-05-04 20:57:13 main:581] : INFO : Epoch 1853 | loss: 0.0311329 | val_loss: 0.0311624 | Time: 2056.23 ms [2021-05-04 20:57:15 main:581] : INFO : Epoch 1854 | loss: 0.0311283 | val_loss: 0.0311616 | Time: 2028.83 ms [2021-05-04 20:57:17 main:581] : INFO : Epoch 1855 | loss: 0.0311262 | val_loss: 0.0311642 | Time: 2084.38 ms [2021-05-04 20:57:19 main:581] : INFO : Epoch 1856 | loss: 0.0311234 | val_loss: 0.0311689 | Time: 2050.41 ms [2021-05-04 20:57:21 main:581] : INFO : Epoch 1857 | loss: 0.031125 | val_loss: 0.0311585 | Time: 2093.66 ms [2021-05-04 20:57:23 main:581] : INFO : Epoch 1858 | loss: 0.0311223 | val_loss: 0.0311562 | Time: 2106.46 ms [2021-05-04 20:57:25 main:581] : INFO : Epoch 1859 | loss: 0.0311202 | val_loss: 0.0311638 | Time: 2080.18 ms [2021-05-04 20:57:27 main:581] : INFO : Epoch 1860 | loss: 0.031119 | val_loss: 0.0311644 | Time: 2024.21 ms [2021-05-04 20:57:29 main:581] : INFO : Epoch 1861 | loss: 0.0311203 | val_loss: 0.0311573 | Time: 2022.83 ms [2021-05-04 20:57:31 main:581] : INFO : Epoch 1862 | loss: 0.03112 | val_loss: 0.0311586 | Time: 2018.59 ms [2021-05-04 20:57:33 main:581] : INFO : Epoch 1863 | loss: 0.0311178 | val_loss: 0.0311613 | Time: 2039.62 ms [2021-05-04 20:57:35 main:581] : INFO : Epoch 1864 | loss: 0.0311202 | val_loss: 0.0311654 | Time: 2028.18 ms [2021-05-04 20:57:38 main:581] : INFO : Epoch 1865 | loss: 0.0311197 | val_loss: 0.0311593 | Time: 2056.77 ms [2021-05-04 20:57:40 main:581] : INFO : Epoch 1866 | loss: 0.031118 | val_loss: 0.0311579 | Time: 2049.01 ms [2021-05-04 20:57:42 main:581] : INFO : Epoch 1867 | loss: 0.0311175 | val_loss: 0.0311575 | Time: 2003.27 ms [2021-05-04 20:57:44 main:581] : INFO : Epoch 1868 | loss: 0.0311154 | val_loss: 0.0311632 | Time: 2032.86 ms [2021-05-04 20:57:46 main:581] : INFO : Epoch 1869 | loss: 0.0311164 | val_loss: 0.0311606 | Time: 1995.17 ms [2021-05-04 20:57:48 main:581] : INFO : Epoch 1870 | loss: 0.0311144 | val_loss: 0.0311648 | Time: 2016.87 ms [2021-05-04 20:57:50 main:581] : INFO : Epoch 1871 | loss: 0.0311292 | val_loss: 0.0311552 | Time: 2030 ms [2021-05-04 20:57:52 main:581] : INFO : Epoch 1872 | loss: 0.0311434 | val_loss: 0.0311631 | Time: 2020.22 ms [2021-05-04 20:57:54 main:581] : INFO : Epoch 1873 | loss: 0.0311385 | val_loss: 0.0311541 | Time: 2020.36 ms [2021-05-04 20:57:56 main:581] : INFO : Epoch 1874 | loss: 0.0311347 | val_loss: 0.0311575 | Time: 2007.52 ms [2021-05-04 20:57:58 main:581] : INFO : Epoch 1875 | loss: 0.0311401 | val_loss: 0.0311541 | Time: 2045.91 ms [2021-05-04 20:58:00 main:581] : INFO : Epoch 1876 | loss: 0.0311363 | val_loss: 0.0311519 | Time: 1961.51 ms [2021-05-04 20:58:02 main:581] : INFO : Epoch 1877 | loss: 0.0311325 | val_loss: 0.0311488 | Time: 1984.5 ms [2021-05-04 20:58:04 main:581] : INFO : Epoch 1878 | loss: 0.0311312 | val_loss: 0.0311619 | Time: 1977.94 ms [2021-05-04 20:58:06 main:581] : INFO : Epoch 1879 | loss: 0.0311302 | val_loss: 0.031162 | Time: 2047.87 ms [2021-05-04 20:58:08 main:581] : INFO : Epoch 1880 | loss: 0.0311287 | val_loss: 0.0311534 | Time: 2032.65 ms [2021-05-04 20:58:10 main:581] : INFO : Epoch 1881 | loss: 0.0311245 | val_loss: 0.0311569 | Time: 2014.23 ms [2021-05-04 20:58:12 main:581] : INFO : Epoch 1882 | loss: 0.0311265 | val_loss: 0.0311628 | Time: 2041.61 ms [2021-05-04 20:58:14 main:581] : INFO : Epoch 1883 | loss: 0.0311333 | val_loss: 0.0311572 | Time: 2022.57 ms [2021-05-04 20:58:16 main:581] : INFO : Epoch 1884 | loss: 0.0311282 | val_loss: 0.0311618 | Time: 1974.44 ms [2021-05-04 20:58:18 main:581] : INFO : Epoch 1885 | loss: 0.0311222 | val_loss: 0.031155 | Time: 1932.87 ms [2021-05-04 20:58:20 main:581] : INFO : Epoch 1886 | loss: 0.0311186 | val_loss: 0.0311549 | Time: 2033.69 ms [2021-05-04 20:58:22 main:581] : INFO : Epoch 1887 | loss: 0.0311195 | val_loss: 0.0311541 | Time: 2034.29 ms [2021-05-04 20:58:24 main:581] : INFO : Epoch 1888 | loss: 0.0311193 | val_loss: 0.0311551 | Time: 2039.56 ms [2021-05-04 20:58:26 main:581] : INFO : Epoch 1889 | loss: 0.0311183 | val_loss: 0.0311612 | Time: 2018.77 ms [2021-05-04 20:58:28 main:581] : INFO : Epoch 1890 | loss: 0.031122 | val_loss: 0.0311585 | Time: 1971.11 ms [2021-05-04 20:58:30 main:581] : INFO : Epoch 1891 | loss: 0.0311232 | val_loss: 0.0311656 | Time: 1947.48 ms [2021-05-04 20:58:32 main:581] : INFO : Epoch 1892 | loss: 0.0311297 | val_loss: 0.0311633 | Time: 1895.06 ms [2021-05-04 20:58:34 main:581] : INFO : Epoch 1893 | loss: 0.0311261 | val_loss: 0.0311536 | Time: 2049.47 ms [2021-05-04 20:58:36 main:581] : INFO : Epoch 1894 | loss: 0.0311235 | val_loss: 0.0311603 | Time: 2013.64 ms [2021-05-04 20:58:38 main:581] : INFO : Epoch 1895 | loss: 0.0311211 | val_loss: 0.0311521 | Time: 1995.6 ms [2021-05-04 20:58:40 main:581] : INFO : Epoch 1896 | loss: 0.0311242 | val_loss: 0.0311573 | Time: 1950.03 ms [2021-05-04 20:58:42 main:581] : INFO : Epoch 1897 | loss: 0.0311209 | val_loss: 0.0311591 | Time: 2001.17 ms [2021-05-04 20:58:44 main:581] : INFO : Epoch 1898 | loss: 0.0311188 | val_loss: 0.0311563 | Time: 1984.17 ms [2021-05-04 20:58:46 main:581] : INFO : Epoch 1899 | loss: 0.0311202 | val_loss: 0.0311631 | Time: 2016.26 ms [2021-05-04 20:58:48 main:581] : INFO : Epoch 1900 | loss: 0.0311214 | val_loss: 0.0311591 | Time: 2014.2 ms [2021-05-04 20:58:50 main:581] : INFO : Epoch 1901 | loss: 0.0311258 | val_loss: 0.0311577 | Time: 2012.33 ms [2021-05-04 20:58:52 main:581] : INFO : Epoch 1902 | loss: 0.0311205 | val_loss: 0.031158 | Time: 2034.54 ms [2021-05-04 20:58:54 main:581] : INFO : Epoch 1903 | loss: 0.0311175 | val_loss: 0.0311592 | Time: 2054.88 ms [2021-05-04 20:58:56 main:581] : INFO : Epoch 1904 | loss: 0.0311228 | val_loss: 0.0311541 | Time: 2005.56 ms [2021-05-04 20:58:58 main:581] : INFO : Epoch 1905 | loss: 0.0311235 | val_loss: 0.0311511 | Time: 2015.57 ms [2021-05-04 20:59:00 main:581] : INFO : Epoch 1906 | loss: 0.0311202 | val_loss: 0.0311557 | Time: 2030.96 ms [2021-05-04 20:59:02 main:581] : INFO : Epoch 1907 | loss: 0.0311183 | val_loss: 0.0311576 | Time: 2000.1 ms [2021-05-04 20:59:04 main:581] : INFO : Epoch 1908 | loss: 0.0311168 | val_loss: 0.0311605 | Time: 1878.29 ms [2021-05-04 20:59:06 main:581] : INFO : Epoch 1909 | loss: 0.0311181 | val_loss: 0.0311567 | Time: 2006.71 ms [2021-05-04 20:59:08 main:581] : INFO : Epoch 1910 | loss: 0.0311166 | val_loss: 0.0311543 | Time: 1998.55 ms [2021-05-04 20:59:10 main:581] : INFO : Epoch 1911 | loss: 0.0311164 | val_loss: 0.0311557 | Time: 1950.28 ms [2021-05-04 20:59:12 main:581] : INFO : Epoch 1912 | loss: 0.0311185 | val_loss: 0.0311591 | Time: 1931.1 ms [2021-05-04 20:59:14 main:581] : INFO : Epoch 1913 | loss: 0.0311208 | val_loss: 0.0311554 | Time: 1913.23 ms [2021-05-04 20:59:16 main:581] : INFO : Epoch 1914 | loss: 0.0311176 | val_loss: 0.0311549 | Time: 2002.52 ms [2021-05-04 20:59:18 main:581] : INFO : Epoch 1915 | loss: 0.0311167 | val_loss: 0.0311533 | Time: 2003.83 ms [2021-05-04 20:59:19 main:581] : INFO : Epoch 1916 | loss: 0.0311158 | val_loss: 0.031156 | Time: 1927.95 ms [2021-05-04 20:59:21 main:581] : INFO : Epoch 1917 | loss: 0.0311162 | val_loss: 0.031158 | Time: 1958.21 ms [2021-05-04 20:59:23 main:581] : INFO : Epoch 1918 | loss: 0.0311178 | val_loss: 0.0311573 | Time: 2030.48 ms [2021-05-04 20:59:26 main:581] : INFO : Epoch 1919 | loss: 0.0311142 | val_loss: 0.0311616 | Time: 2027.35 ms [2021-05-04 20:59:27 main:581] : INFO : Epoch 1920 | loss: 0.031112 | val_loss: 0.0311564 | Time: 1945.21 ms [2021-05-04 20:59:29 main:581] : INFO : Epoch 1921 | loss: 0.0311119 | val_loss: 0.0311581 | Time: 2009.19 ms [2021-05-04 20:59:31 main:581] : INFO : Epoch 1922 | loss: 0.0311178 | val_loss: 0.0311591 | Time: 2021.8 ms [2021-05-04 20:59:33 main:581] : INFO : Epoch 1923 | loss: 0.0311185 | val_loss: 0.0311556 | Time: 1956.42 ms [2021-05-04 20:59:35 main:581] : INFO : Epoch 1924 | loss: 0.0311154 | val_loss: 0.0311546 | Time: 2032.17 ms [2021-05-04 20:59:37 main:581] : INFO : Epoch 1925 | loss: 0.0311127 | val_loss: 0.0311536 | Time: 2018.71 ms [2021-05-04 20:59:39 main:581] : INFO : Epoch 1926 | loss: 0.0311126 | val_loss: 0.0311615 | Time: 1928.75 ms [2021-05-04 20:59:41 main:581] : INFO : Epoch 1927 | loss: 0.0311118 | val_loss: 0.0311568 | Time: 1995.32 ms [2021-05-04 20:59:43 main:581] : INFO : Epoch 1928 | loss: 0.0311273 | val_loss: 0.031154 | Time: 2047.9 ms [2021-05-04 20:59:45 main:581] : INFO : Epoch 1929 | loss: 0.031126 | val_loss: 0.0311545 | Time: 1979.07 ms [2021-05-04 20:59:48 main:581] : INFO : Epoch 1930 | loss: 0.0311237 | val_loss: 0.0311548 | Time: 2143.2 ms [2021-05-04 20:59:50 main:581] : INFO : Epoch 1931 | loss: 0.0311213 | val_loss: 0.0311517 | Time: 2028.98 ms [2021-05-04 20:59:52 main:581] : INFO : Epoch 1932 | loss: 0.0311189 | val_loss: 0.0311548 | Time: 2030.56 ms [2021-05-04 20:59:54 main:581] : INFO : Epoch 1933 | loss: 0.0311166 | val_loss: 0.0311542 | Time: 2028.48 ms [2021-05-04 20:59:56 main:581] : INFO : Epoch 1934 | loss: 0.0311145 | val_loss: 0.0311497 | Time: 2026.2 ms [2021-05-04 20:59:58 main:581] : INFO : Epoch 1935 | loss: 0.0311159 | val_loss: 0.0311524 | Time: 1993.84 ms [2021-05-04 21:00:00 main:581] : INFO : Epoch 1936 | loss: 0.0311138 | val_loss: 0.031149 | Time: 1992.44 ms [2021-05-04 21:00:02 main:581] : INFO : Epoch 1937 | loss: 0.0311117 | val_loss: 0.0311549 | Time: 1988.37 ms [2021-05-04 21:00:04 main:581] : INFO : Epoch 1938 | loss: 0.0311103 | val_loss: 0.0311534 | Time: 2001.78 ms [2021-05-04 21:00:06 main:581] : INFO : Epoch 1939 | loss: 0.0311092 | val_loss: 0.0311565 | Time: 2054.14 ms [2021-05-04 21:00:08 main:581] : INFO : Epoch 1940 | loss: 0.031111 | val_loss: 0.0311568 | Time: 2043.71 ms [2021-05-04 21:00:10 main:581] : INFO : Epoch 1941 | loss: 0.0311115 | val_loss: 0.0311546 | Time: 2078.28 ms [2021-05-04 21:00:12 main:581] : INFO : Epoch 1942 | loss: 0.0311197 | val_loss: 0.0311484 | Time: 2106.14 ms [2021-05-04 21:00:14 main:581] : INFO : Epoch 1943 | loss: 0.0311199 | val_loss: 0.0311522 | Time: 2017.87 ms [2021-05-04 21:00:16 main:581] : INFO : Epoch 1944 | loss: 0.0311159 | val_loss: 0.0311528 | Time: 1975.88 ms [2021-05-04 21:00:18 main:581] : INFO : Epoch 1945 | loss: 0.0311148 | val_loss: 0.0311534 | Time: 2057.43 ms [2021-05-04 21:00:20 main:581] : INFO : Epoch 1946 | loss: 0.0311124 | val_loss: 0.0311512 | Time: 1998.04 ms [2021-05-04 21:00:22 main:581] : INFO : Epoch 1947 | loss: 0.031112 | val_loss: 0.0311576 | Time: 2049.95 ms [2021-05-04 21:00:24 main:581] : INFO : Epoch 1948 | loss: 0.031112 | val_loss: 0.0311575 | Time: 2045.61 ms [2021-05-04 21:00:26 main:581] : INFO : Epoch 1949 | loss: 0.0311126 | val_loss: 0.0311672 | Time: 2002.68 ms [2021-05-04 21:00:28 main:581] : INFO : Epoch 1950 | loss: 0.0311344 | val_loss: 0.0311576 | Time: 2006.26 ms [2021-05-04 21:00:30 main:581] : INFO : Epoch 1951 | loss: 0.0311267 | val_loss: 0.0311533 | Time: 2085.64 ms [2021-05-04 21:00:32 main:581] : INFO : Epoch 1952 | loss: 0.0311236 | val_loss: 0.031152 | Time: 2017.49 ms [2021-05-04 21:00:34 main:581] : INFO : Epoch 1953 | loss: 0.0311225 | val_loss: 0.0311506 | Time: 1970.6 ms [2021-05-04 21:00:36 main:581] : INFO : Epoch 1954 | loss: 0.0311199 | val_loss: 0.0311509 | Time: 1996.89 ms [2021-05-04 21:00:38 main:581] : INFO : Epoch 1955 | loss: 0.0311169 | val_loss: 0.0311538 | Time: 2032.07 ms [2021-05-04 21:00:40 main:581] : INFO : Epoch 1956 | loss: 0.0311129 | val_loss: 0.031156 | Time: 1936.71 ms [2021-05-04 21:00:42 main:581] : INFO : Epoch 1957 | loss: 0.0311104 | val_loss: 0.0311591 | Time: 1968.69 ms [2021-05-04 21:00:44 main:581] : INFO : Epoch 1958 | loss: 0.0311125 | val_loss: 0.0311615 | Time: 2105.24 ms [2021-05-04 21:00:46 main:581] : INFO : Epoch 1959 | loss: 0.0311302 | val_loss: 0.0311582 | Time: 2011.68 ms [2021-05-04 21:00:48 main:581] : INFO : Epoch 1960 | loss: 0.0311297 | val_loss: 0.0311545 | Time: 2081.77 ms [2021-05-04 21:00:50 main:581] : INFO : Epoch 1961 | loss: 0.0311253 | val_loss: 0.0311538 | Time: 1993.99 ms [2021-05-04 21:00:52 main:581] : INFO : Epoch 1962 | loss: 0.0311207 | val_loss: 0.0311564 | Time: 2049.75 ms [2021-05-04 21:00:54 main:581] : INFO : Epoch 1963 | loss: 0.0311202 | val_loss: 0.0311581 | Time: 2028.05 ms [2021-05-04 21:00:56 main:581] : INFO : Epoch 1964 | loss: 0.0311173 | val_loss: 0.0311581 | Time: 2036.71 ms [2021-05-04 21:00:58 main:581] : INFO : Epoch 1965 | loss: 0.0311163 | val_loss: 0.0311681 | Time: 2038.88 ms [2021-05-04 21:01:01 main:581] : INFO : Epoch 1966 | loss: 0.0311161 | val_loss: 0.0311529 | Time: 2040.04 ms [2021-05-04 21:01:03 main:581] : INFO : Epoch 1967 | loss: 0.0311134 | val_loss: 0.0311588 | Time: 2090.98 ms [2021-05-04 21:01:05 main:581] : INFO : Epoch 1968 | loss: 0.0311128 | val_loss: 0.031157 | Time: 2032.89 ms [2021-05-04 21:01:07 main:581] : INFO : Epoch 1969 | loss: 0.0311115 | val_loss: 0.0311597 | Time: 2025.08 ms [2021-05-04 21:01:09 main:581] : INFO : Epoch 1970 | loss: 0.0311104 | val_loss: 0.0311572 | Time: 2115.74 ms [2021-05-04 21:01:11 main:581] : INFO : Epoch 1971 | loss: 0.0311111 | val_loss: 0.0311614 | Time: 1985.43 ms [2021-05-04 21:01:13 main:581] : INFO : Epoch 1972 | loss: 0.0311136 | val_loss: 0.0311609 | Time: 2035.34 ms [2021-05-04 21:01:15 main:581] : INFO : Epoch 1973 | loss: 0.0311142 | val_loss: 0.0311567 | Time: 2032.4 ms [2021-05-04 21:01:17 main:581] : INFO : Epoch 1974 | loss: 0.0311122 | val_loss: 0.0311667 | Time: 2029.61 ms [2021-05-04 21:01:19 main:581] : INFO : Epoch 1975 | loss: 0.0311203 | val_loss: 0.0311535 | Time: 2046.99 ms [2021-05-04 21:01:21 main:581] : INFO : Epoch 1976 | loss: 0.0311225 | val_loss: 0.031151 | Time: 2011.33 ms [2021-05-04 21:01:23 main:581] : INFO : Epoch 1977 | loss: 0.0311192 | val_loss: 0.0311592 | Time: 1971.89 ms [2021-05-04 21:01:25 main:581] : INFO : Epoch 1978 | loss: 0.0311133 | val_loss: 0.0311603 | Time: 1981.97 ms [2021-05-04 21:01:27 main:581] : INFO : Epoch 1979 | loss: 0.031116 | val_loss: 0.0311566 | Time: 2044.84 ms [2021-05-04 21:01:29 main:581] : INFO : Epoch 1980 | loss: 0.0311248 | val_loss: 0.0311564 | Time: 2041.06 ms [2021-05-04 21:01:31 main:581] : INFO : Epoch 1981 | loss: 0.0311252 | val_loss: 0.0311581 | Time: 2041.93 ms [2021-05-04 21:01:33 main:581] : INFO : Epoch 1982 | loss: 0.031128 | val_loss: 0.0311586 | Time: 1978.94 ms [2021-05-04 21:01:35 main:581] : INFO : Epoch 1983 | loss: 0.0311244 | val_loss: 0.0311551 | Time: 1951.79 ms [2021-05-04 21:01:37 main:581] : INFO : Epoch 1984 | loss: 0.0311187 | val_loss: 0.0311609 | Time: 1946.06 ms [2021-05-04 21:01:39 main:581] : INFO : Epoch 1985 | loss: 0.0311195 | val_loss: 0.0311538 | Time: 1986.31 ms [2021-05-04 21:01:41 main:581] : INFO : Epoch 1986 | loss: 0.0311198 | val_loss: 0.031152 | Time: 1945.62 ms [2021-05-04 21:01:43 main:581] : INFO : Epoch 1987 | loss: 0.0311194 | val_loss: 0.0311565 | Time: 2034.82 ms [2021-05-04 21:01:45 main:581] : INFO : Epoch 1988 | loss: 0.0311168 | val_loss: 0.0311509 | Time: 2071.67 ms [2021-05-04 21:01:47 main:581] : INFO : Epoch 1989 | loss: 0.031114 | val_loss: 0.031152 | Time: 2005.39 ms [2021-05-04 21:01:49 main:581] : INFO : Epoch 1990 | loss: 0.0311127 | val_loss: 0.0311504 | Time: 2027.94 ms [2021-05-04 21:01:51 main:581] : INFO : Epoch 1991 | loss: 0.031114 | val_loss: 0.0311509 | Time: 2029.55 ms [2021-05-04 21:01:53 main:581] : INFO : Epoch 1992 | loss: 0.0311184 | val_loss: 0.0311579 | Time: 1962.34 ms [2021-05-04 21:01:55 main:581] : INFO : Epoch 1993 | loss: 0.0311113 | val_loss: 0.031148 | Time: 2005.93 ms [2021-05-04 21:01:57 main:581] : INFO : Epoch 1994 | loss: 0.0311089 | val_loss: 0.0311553 | Time: 1948.84 ms [2021-05-04 21:01:59 main:581] : INFO : Epoch 1995 | loss: 0.0311084 | val_loss: 0.0311523 | Time: 2041.08 ms [2021-05-04 21:02:01 main:581] : INFO : Epoch 1996 | loss: 0.0311086 | val_loss: 0.0311519 | Time: 2030.98 ms [2021-05-04 21:02:03 main:581] : INFO : Epoch 1997 | loss: 0.0311062 | val_loss: 0.0311556 | Time: 2015.05 ms [2021-05-04 21:02:05 main:581] : INFO : Epoch 1998 | loss: 0.0311063 | val_loss: 0.0311555 | Time: 1983.36 ms [2021-05-04 21:02:07 main:581] : INFO : Epoch 1999 | loss: 0.0311088 | val_loss: 0.0311546 | Time: 1963.89 ms [2021-05-04 21:02:09 main:581] : INFO : Epoch 2000 | loss: 0.0311061 | val_loss: 0.0311554 | Time: 2032.53 ms [2021-05-04 21:02:11 main:581] : INFO : Epoch 2001 | loss: 0.0311033 | val_loss: 0.0311518 | Time: 2039.61 ms [2021-05-04 21:02:13 main:581] : INFO : Epoch 2002 | loss: 0.0311033 | val_loss: 0.0311517 | Time: 1986.89 ms [2021-05-04 21:02:15 main:581] : INFO : Epoch 2003 | loss: 0.0311083 | val_loss: 0.0311504 | Time: 2037.95 ms [2021-05-04 21:02:17 main:581] : INFO : Epoch 2004 | loss: 0.031106 | val_loss: 0.0311488 | Time: 2008.3 ms [2021-05-04 21:02:19 main:581] : INFO : Epoch 2005 | loss: 0.0311043 | val_loss: 0.0311557 | Time: 2076.08 ms [2021-05-04 21:02:21 main:581] : INFO : Epoch 2006 | loss: 0.0311037 | val_loss: 0.0311587 | Time: 2032.88 ms [2021-05-04 21:02:23 main:581] : INFO : Epoch 2007 | loss: 0.0311037 | val_loss: 0.0311519 | Time: 2040.07 ms [2021-05-04 21:02:25 main:581] : INFO : Epoch 2008 | loss: 0.0311074 | val_loss: 0.0311551 | Time: 2047.38 ms [2021-05-04 21:02:27 main:581] : INFO : Epoch 2009 | loss: 0.0311085 | val_loss: 0.0311547 | Time: 1957.85 ms [2021-05-04 21:02:29 main:581] : INFO : Epoch 2010 | loss: 0.0311064 | val_loss: 0.0311561 | Time: 2017.38 ms [2021-05-04 21:02:31 main:581] : INFO : Epoch 2011 | loss: 0.0311055 | val_loss: 0.0311538 | Time: 2006.93 ms [2021-05-04 21:02:33 main:581] : INFO : Epoch 2012 | loss: 0.0311108 | val_loss: 0.0311546 | Time: 2005.45 ms [2021-05-04 21:02:35 main:581] : INFO : Epoch 2013 | loss: 0.0311147 | val_loss: 0.0311569 | Time: 1944.08 ms [2021-05-04 21:02:37 main:581] : INFO : Epoch 2014 | loss: 0.0311145 | val_loss: 0.0311583 | Time: 1990.49 ms [2021-05-04 21:02:39 main:581] : INFO : Epoch 2015 | loss: 0.0311124 | val_loss: 0.031152 | Time: 1993.33 ms [2021-05-04 21:02:41 main:581] : INFO : Epoch 2016 | loss: 0.0311069 | val_loss: 0.0311597 | Time: 2027.28 ms [2021-05-04 21:02:43 main:581] : INFO : Epoch 2017 | loss: 0.0311063 | val_loss: 0.0311524 | Time: 2004.31 ms [2021-05-04 21:02:45 main:581] : INFO : Epoch 2018 | loss: 0.0311044 | val_loss: 0.0311588 | Time: 2070.34 ms [2021-05-04 21:02:47 main:581] : INFO : Epoch 2019 | loss: 0.0311091 | val_loss: 0.0311538 | Time: 2063.93 ms [2021-05-04 21:02:49 main:581] : INFO : Epoch 2020 | loss: 0.0311059 | val_loss: 0.031153 | Time: 2028.92 ms [2021-05-04 21:02:51 main:581] : INFO : Epoch 2021 | loss: 0.0311114 | val_loss: 0.0311571 | Time: 2007.6 ms [2021-05-04 21:02:53 main:581] : INFO : Epoch 2022 | loss: 0.0311181 | val_loss: 0.0311581 | Time: 2031.93 ms [2021-05-04 21:02:55 main:581] : INFO : Epoch 2023 | loss: 0.0311121 | val_loss: 0.0311582 | Time: 1998.07 ms [2021-05-04 21:02:57 main:581] : INFO : Epoch 2024 | loss: 0.0311094 | val_loss: 0.0311533 | Time: 1996.26 ms [2021-05-04 21:02:59 main:581] : INFO : Epoch 2025 | loss: 0.031108 | val_loss: 0.0311583 | Time: 2000.34 ms [2021-05-04 21:03:01 main:581] : INFO : Epoch 2026 | loss: 0.0311062 | val_loss: 0.0311542 | Time: 2021.54 ms [2021-05-04 21:03:03 main:581] : INFO : Epoch 2027 | loss: 0.0311038 | val_loss: 0.0311587 | Time: 2017.76 ms [2021-05-04 21:03:05 main:581] : INFO : Epoch 2028 | loss: 0.031103 | val_loss: 0.0311613 | Time: 1994.78 ms [2021-05-04 21:03:07 main:581] : INFO : Epoch 2029 | loss: 0.0311025 | val_loss: 0.031164 | Time: 1967.09 ms [2021-05-04 21:03:09 main:581] : INFO : Epoch 2030 | loss: 0.0311005 | val_loss: 0.0311615 | Time: 2028.88 ms [2021-05-04 21:03:12 main:581] : INFO : Epoch 2031 | loss: 0.0311013 | val_loss: 0.0311597 | Time: 2083.42 ms [2021-05-04 21:03:14 main:581] : INFO : Epoch 2032 | loss: 0.0311004 | val_loss: 0.0311624 | Time: 2042.19 ms [2021-05-04 21:03:16 main:581] : INFO : Epoch 2033 | loss: 0.0310982 | val_loss: 0.0311612 | Time: 2026.09 ms [2021-05-04 21:03:18 main:581] : INFO : Epoch 2034 | loss: 0.0310977 | val_loss: 0.0311591 | Time: 1973.55 ms [2021-05-04 21:03:20 main:581] : INFO : Epoch 2035 | loss: 0.0310991 | val_loss: 0.0311612 | Time: 2044.04 ms [2021-05-04 21:03:22 main:581] : INFO : Epoch 2036 | loss: 0.0311007 | val_loss: 0.0311605 | Time: 2023.96 ms [2021-05-04 21:03:24 main:581] : INFO : Epoch 2037 | loss: 0.0310968 | val_loss: 0.0311627 | Time: 2023.55 ms [2021-05-04 21:03:26 main:581] : INFO : Epoch 2038 | loss: 0.0310949 | val_loss: 0.031159 | Time: 2037.16 ms [2021-05-04 21:03:28 main:581] : INFO : Epoch 2039 | loss: 0.0310947 | val_loss: 0.0311614 | Time: 1980.09 ms [2021-05-04 21:03:30 main:581] : INFO : Epoch 2040 | loss: 0.0310954 | val_loss: 0.0311553 | Time: 1864.83 ms [2021-05-04 21:03:32 main:581] : INFO : Epoch 2041 | loss: 0.0310976 | val_loss: 0.0311585 | Time: 2000.02 ms [2021-05-04 21:03:34 main:581] : INFO : Epoch 2042 | loss: 0.0311037 | val_loss: 0.0311525 | Time: 2058.55 ms [2021-05-04 21:03:36 main:581] : INFO : Epoch 2043 | loss: 0.0311061 | val_loss: 0.0311544 | Time: 2020.81 ms [2021-05-04 21:03:38 main:581] : INFO : Epoch 2044 | loss: 0.0311009 | val_loss: 0.0311622 | Time: 2005.54 ms [2021-05-04 21:03:40 main:581] : INFO : Epoch 2045 | loss: 0.0310986 | val_loss: 0.0311619 | Time: 2026.88 ms [2021-05-04 21:03:42 main:581] : INFO : Epoch 2046 | loss: 0.0310992 | val_loss: 0.0311564 | Time: 1994.95 ms [2021-05-04 21:03:44 main:581] : INFO : Epoch 2047 | loss: 0.0310986 | val_loss: 0.0311629 | Time: 2009.97 ms [2021-05-04 21:03:46 main:581] : INFO : Epoch 2048 | loss: 0.0310967 | val_loss: 0.0311636 | Time: 1960.19 ms [2021-05-04 21:03:46 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311636 [2021-05-04 21:03:46 main:610] : INFO : Saving end state to config to file [2021-05-04 21:03:46 main:615] : INFO : Success, exiting.. 21:03:46 (1939396): 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)