Task 5133721
| Name | ParityModified-1619579947-10799-0_1 |
| Workunit | 3063129 |
| Created | 2 May 2021, 23:12:27 UTC |
| Sent | 2 May 2021, 23:31:32 UTC |
| Report deadline | 10 May 2021, 23:31:32 UTC |
| Received | 3 May 2021, 6:31:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 8 min 7 sec |
| CPU time | 1 hours 8 min 2 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> 3 02:13:59 main:581] : INFO : Epoch 1538 | loss: 0.0311704 | val_loss: 0.0311799 | Time: 2014.76 ms [2021-05-03 02:14:01 main:581] : INFO : Epoch 1539 | loss: 0.031167 | val_loss: 0.0311843 | Time: 1968.17 ms [2021-05-03 02:14:03 main:581] : INFO : Epoch 1540 | loss: 0.0311675 | val_loss: 0.0311825 | Time: 1959.08 ms [2021-05-03 02:14:05 main:581] : INFO : Epoch 1541 | loss: 0.0311656 | val_loss: 0.0311792 | Time: 1966.46 ms [2021-05-03 02:14:07 main:581] : INFO : Epoch 1542 | loss: 0.0311649 | val_loss: 0.0311802 | Time: 1961.53 ms [2021-05-03 02:14:09 main:581] : INFO : Epoch 1543 | loss: 0.0311618 | val_loss: 0.0311799 | Time: 1972.24 ms [2021-05-03 02:14:11 main:581] : INFO : Epoch 1544 | loss: 0.031161 | val_loss: 0.0311798 | Time: 1971.41 ms [2021-05-03 02:14:13 main:581] : INFO : Epoch 1545 | loss: 0.0311611 | val_loss: 0.031179 | Time: 1993.23 ms [2021-05-03 02:14:15 main:581] : INFO : Epoch 1546 | loss: 0.0311592 | val_loss: 0.0311789 | Time: 1996.17 ms [2021-05-03 02:14:17 main:581] : INFO : Epoch 1547 | loss: 0.0311575 | val_loss: 0.0311792 | Time: 1971.88 ms [2021-05-03 02:14:19 main:581] : INFO : Epoch 1548 | loss: 0.0311585 | val_loss: 0.0311771 | Time: 1975.69 ms [2021-05-03 02:14:21 main:581] : INFO : Epoch 1549 | loss: 0.0311575 | val_loss: 0.0311827 | Time: 1983.24 ms [2021-05-03 02:14:23 main:581] : INFO : Epoch 1550 | loss: 0.0311568 | val_loss: 0.0311777 | Time: 1962.82 ms [2021-05-03 02:14:25 main:581] : INFO : Epoch 1551 | loss: 0.0311551 | val_loss: 0.0311793 | Time: 2019.8 ms [2021-05-03 02:14:27 main:581] : INFO : Epoch 1552 | loss: 0.0311547 | val_loss: 0.0311795 | Time: 1944.06 ms [2021-05-03 02:14:29 main:581] : INFO : Epoch 1553 | loss: 0.0311553 | val_loss: 0.03118 | Time: 1964.76 ms [2021-05-03 02:14:31 main:581] : INFO : Epoch 1554 | loss: 0.0311533 | val_loss: 0.0311781 | Time: 1970.82 ms [2021-05-03 02:14:33 main:581] : INFO : Epoch 1555 | loss: 0.0311527 | val_loss: 0.03118 | Time: 1964.72 ms [2021-05-03 02:14:34 main:581] : INFO : Epoch 1556 | loss: 0.0311525 | val_loss: 0.0311805 | Time: 1939.76 ms [2021-05-03 02:14:36 main:581] : INFO : Epoch 1557 | loss: 0.0311543 | val_loss: 0.0311813 | Time: 1996.35 ms [2021-05-03 02:14:39 main:581] : INFO : Epoch 1558 | loss: 0.0311522 | val_loss: 0.0311827 | Time: 2016.5 ms [2021-05-03 02:14:40 main:581] : INFO : Epoch 1559 | loss: 0.0311507 | val_loss: 0.0311824 | Time: 1986.18 ms [2021-05-03 02:14:42 main:581] : INFO : Epoch 1560 | loss: 0.0311491 | val_loss: 0.0311848 | Time: 1970.08 ms [2021-05-03 02:14:44 main:581] : INFO : Epoch 1561 | loss: 0.0311484 | val_loss: 0.0311803 | Time: 2033 ms [2021-05-03 02:14:46 main:581] : INFO : Epoch 1562 | loss: 0.0311485 | val_loss: 0.0311818 | Time: 2000.67 ms [2021-05-03 02:14:49 main:581] : INFO : Epoch 1563 | loss: 0.0311502 | val_loss: 0.0311825 | Time: 2029.52 ms [2021-05-03 02:14:51 main:581] : INFO : Epoch 1564 | loss: 0.0311584 | val_loss: 0.0311835 | Time: 1988.99 ms [2021-05-03 02:14:52 main:581] : INFO : Epoch 1565 | loss: 0.0311598 | val_loss: 0.0311805 | Time: 1976.72 ms [2021-05-03 02:14:54 main:581] : INFO : Epoch 1566 | loss: 0.0311605 | val_loss: 0.0311847 | Time: 1961.68 ms [2021-05-03 02:14:56 main:581] : INFO : Epoch 1567 | loss: 0.031159 | val_loss: 0.0311807 | Time: 1936.44 ms [2021-05-03 02:14:58 main:581] : INFO : Epoch 1568 | loss: 0.0311556 | val_loss: 0.0311822 | Time: 1986.69 ms [2021-05-03 02:15:00 main:581] : INFO : Epoch 1569 | loss: 0.0311536 | val_loss: 0.0311776 | Time: 1967.63 ms [2021-05-03 02:15:02 main:581] : INFO : Epoch 1570 | loss: 0.0311524 | val_loss: 0.0311798 | Time: 2025.73 ms [2021-05-03 02:15:04 main:581] : INFO : Epoch 1571 | loss: 0.0311524 | val_loss: 0.0311809 | Time: 1981.53 ms [2021-05-03 02:15:06 main:581] : INFO : Epoch 1572 | loss: 0.0311517 | val_loss: 0.0311801 | Time: 1941.83 ms [2021-05-03 02:15:08 main:581] : INFO : Epoch 1573 | loss: 0.0311544 | val_loss: 0.0311801 | Time: 1936.36 ms [2021-05-03 02:15:10 main:581] : INFO : Epoch 1574 | loss: 0.0311529 | val_loss: 0.0311836 | Time: 1999.95 ms [2021-05-03 02:15:12 main:581] : INFO : Epoch 1575 | loss: 0.031152 | val_loss: 0.0311824 | Time: 1921.7 ms [2021-05-03 02:15:14 main:581] : INFO : Epoch 1576 | loss: 0.031153 | val_loss: 0.0311783 | Time: 2035.53 ms [2021-05-03 02:15:16 main:581] : INFO : Epoch 1577 | loss: 0.0311512 | val_loss: 0.03118 | Time: 1996.55 ms [2021-05-03 02:15:18 main:581] : INFO : Epoch 1578 | loss: 0.0311524 | val_loss: 0.0311806 | Time: 1998.12 ms [2021-05-03 02:15:20 main:581] : INFO : Epoch 1579 | loss: 0.0311483 | val_loss: 0.0311818 | Time: 2048.04 ms [2021-05-03 02:15:22 main:581] : INFO : Epoch 1580 | loss: 0.0311464 | val_loss: 0.0311797 | Time: 2012.5 ms [2021-05-03 02:15:24 main:581] : INFO : Epoch 1581 | loss: 0.0311479 | val_loss: 0.0311809 | Time: 1978.63 ms [2021-05-03 02:15:26 main:581] : INFO : Epoch 1582 | loss: 0.0311461 | val_loss: 0.0311801 | Time: 1982.54 ms [2021-05-03 02:15:28 main:581] : INFO : Epoch 1583 | loss: 0.0311469 | val_loss: 0.0311821 | Time: 1966.03 ms [2021-05-03 02:15:30 main:581] : INFO : Epoch 1584 | loss: 0.0311461 | val_loss: 0.0311836 | Time: 1970.5 ms [2021-05-03 02:15:32 main:581] : INFO : Epoch 1585 | loss: 0.0311427 | val_loss: 0.031182 | Time: 2038.45 ms [2021-05-03 02:15:34 main:581] : INFO : Epoch 1586 | loss: 0.0311413 | val_loss: 0.0311855 | Time: 2008.48 ms [2021-05-03 02:15:36 main:581] : INFO : Epoch 1587 | loss: 0.0311415 | val_loss: 0.0311874 | Time: 1927.19 ms [2021-05-03 02:15:38 main:581] : INFO : Epoch 1588 | loss: 0.0311422 | val_loss: 0.0311863 | Time: 1968.09 ms [2021-05-03 02:15:40 main:581] : INFO : Epoch 1589 | loss: 0.0311442 | val_loss: 0.0311864 | Time: 2070.91 ms [2021-05-03 02:15:42 main:581] : INFO : Epoch 1590 | loss: 0.0311441 | val_loss: 0.0311834 | Time: 1982.56 ms [2021-05-03 02:15:44 main:581] : INFO : Epoch 1591 | loss: 0.0311435 | val_loss: 0.0311821 | Time: 2003.72 ms [2021-05-03 02:15:46 main:581] : INFO : Epoch 1592 | loss: 0.0311425 | val_loss: 0.0311814 | Time: 2004.56 ms [2021-05-03 02:15:48 main:581] : INFO : Epoch 1593 | loss: 0.0311459 | val_loss: 0.0311856 | Time: 2015.66 ms [2021-05-03 02:15:50 main:581] : INFO : Epoch 1594 | loss: 0.031147 | val_loss: 0.0311833 | Time: 1955.41 ms [2021-05-03 02:15:52 main:581] : INFO : Epoch 1595 | loss: 0.0311506 | val_loss: 0.0311844 | Time: 1923.78 ms [2021-05-03 02:15:54 main:581] : INFO : Epoch 1596 | loss: 0.0311597 | val_loss: 0.0311771 | Time: 2009.98 ms [2021-05-03 02:15:56 main:581] : INFO : Epoch 1597 | loss: 0.031154 | val_loss: 0.031178 | Time: 2018.19 ms [2021-05-03 02:15:58 main:581] : INFO : Epoch 1598 | loss: 0.0311548 | val_loss: 0.0311795 | Time: 1976.03 ms [2021-05-03 02:16:00 main:581] : INFO : Epoch 1599 | loss: 0.0311526 | val_loss: 0.0311759 | Time: 1981.26 ms [2021-05-03 02:16:02 main:581] : INFO : Epoch 1600 | loss: 0.0311475 | val_loss: 0.03118 | Time: 1984.29 ms [2021-05-03 02:16:04 main:581] : INFO : Epoch 1601 | loss: 0.0311468 | val_loss: 0.0311773 | Time: 2038.51 ms [2021-05-03 02:16:06 main:581] : INFO : Epoch 1602 | loss: 0.0311432 | val_loss: 0.0311869 | Time: 1892.02 ms [2021-05-03 02:16:08 main:581] : INFO : Epoch 1603 | loss: 0.0311442 | val_loss: 0.0311856 | Time: 2039.78 ms [2021-05-03 02:16:10 main:581] : INFO : Epoch 1604 | loss: 0.031142 | val_loss: 0.0311853 | Time: 1957.29 ms [2021-05-03 02:16:12 main:581] : INFO : Epoch 1605 | loss: 0.0311409 | val_loss: 0.0311791 | Time: 2047.93 ms [2021-05-03 02:16:14 main:581] : INFO : Epoch 1606 | loss: 0.03114 | val_loss: 0.0311805 | Time: 2021.36 ms [2021-05-03 02:16:16 main:581] : INFO : Epoch 1607 | loss: 0.0311397 | val_loss: 0.0311811 | Time: 1999.3 ms [2021-05-03 02:16:18 main:581] : INFO : Epoch 1608 | loss: 0.03114 | val_loss: 0.0311819 | Time: 1992.28 ms [2021-05-03 02:16:20 main:581] : INFO : Epoch 1609 | loss: 0.0311436 | val_loss: 0.0311833 | Time: 2011.88 ms [2021-05-03 02:16:22 main:581] : INFO : Epoch 1610 | loss: 0.031144 | val_loss: 0.0311849 | Time: 2011.55 ms [2021-05-03 02:16:24 main:581] : INFO : Epoch 1611 | loss: 0.0311434 | val_loss: 0.0311802 | Time: 1996.48 ms [2021-05-03 02:16:26 main:581] : INFO : Epoch 1612 | loss: 0.0311449 | val_loss: 0.0311838 | Time: 2000.36 ms [2021-05-03 02:16:28 main:581] : INFO : Epoch 1613 | loss: 0.0311429 | val_loss: 0.031186 | Time: 2047.63 ms [2021-05-03 02:16:30 main:581] : INFO : Epoch 1614 | loss: 0.0311461 | val_loss: 0.0311817 | Time: 1926.4 ms [2021-05-03 02:16:32 main:581] : INFO : Epoch 1615 | loss: 0.0311453 | val_loss: 0.0311835 | Time: 1983.09 ms [2021-05-03 02:16:34 main:581] : INFO : Epoch 1616 | loss: 0.0311412 | val_loss: 0.0311829 | Time: 1995.82 ms [2021-05-03 02:16:36 main:581] : INFO : Epoch 1617 | loss: 0.0311399 | val_loss: 0.0311825 | Time: 2041.8 ms [2021-05-03 02:16:38 main:581] : INFO : Epoch 1618 | loss: 0.0311421 | val_loss: 0.0311883 | Time: 2020.48 ms [2021-05-03 02:16:40 main:581] : INFO : Epoch 1619 | loss: 0.0311406 | val_loss: 0.0311845 | Time: 1920 ms [2021-05-03 02:16:42 main:581] : INFO : Epoch 1620 | loss: 0.0311385 | val_loss: 0.0311868 | Time: 2029.29 ms [2021-05-03 02:16:44 main:581] : INFO : Epoch 1621 | loss: 0.0311422 | val_loss: 0.0311944 | Time: 2013.6 ms [2021-05-03 02:16:46 main:581] : INFO : Epoch 1622 | loss: 0.0311415 | val_loss: 0.0311843 | Time: 1996.77 ms [2021-05-03 02:16:48 main:581] : INFO : Epoch 1623 | loss: 0.0311393 | val_loss: 0.0311856 | Time: 2010.09 ms [2021-05-03 02:16:50 main:581] : INFO : Epoch 1624 | loss: 0.0311386 | val_loss: 0.0311846 | Time: 1986.09 ms [2021-05-03 02:16:52 main:581] : INFO : Epoch 1625 | loss: 0.0311386 | val_loss: 0.031181 | Time: 2029.17 ms [2021-05-03 02:16:54 main:581] : INFO : Epoch 1626 | loss: 0.0311365 | val_loss: 0.0311835 | Time: 1974.11 ms [2021-05-03 02:16:56 main:581] : INFO : Epoch 1627 | loss: 0.0311374 | val_loss: 0.0311847 | Time: 2009.22 ms [2021-05-03 02:16:58 main:581] : INFO : Epoch 1628 | loss: 0.0311378 | val_loss: 0.0311877 | Time: 1983.36 ms [2021-05-03 02:17:00 main:581] : INFO : Epoch 1629 | loss: 0.0311409 | val_loss: 0.0311851 | Time: 1956.85 ms [2021-05-03 02:17:02 main:581] : INFO : Epoch 1630 | loss: 0.0311414 | val_loss: 0.0311781 | Time: 1993.58 ms [2021-05-03 02:17:04 main:581] : INFO : Epoch 1631 | loss: 0.0311393 | val_loss: 0.0311817 | Time: 1979.84 ms [2021-05-03 02:17:06 main:581] : INFO : Epoch 1632 | loss: 0.0311363 | val_loss: 0.0311851 | Time: 1989.71 ms [2021-05-03 02:17:08 main:581] : INFO : Epoch 1633 | loss: 0.0311373 | val_loss: 0.0311848 | Time: 2048.53 ms [2021-05-03 02:17:10 main:581] : INFO : Epoch 1634 | loss: 0.03114 | val_loss: 0.0311892 | Time: 1958.18 ms [2021-05-03 02:17:12 main:581] : INFO : Epoch 1635 | loss: 0.031137 | val_loss: 0.0311883 | Time: 1973.61 ms [2021-05-03 02:17:14 main:581] : INFO : Epoch 1636 | loss: 0.0311358 | val_loss: 0.0311848 | Time: 1999.83 ms [2021-05-03 02:17:16 main:581] : INFO : Epoch 1637 | loss: 0.0311366 | val_loss: 0.0311867 | Time: 2008.91 ms [2021-05-03 02:17:18 main:581] : INFO : Epoch 1638 | loss: 0.0311375 | val_loss: 0.0311839 | Time: 1954.49 ms [2021-05-03 02:17:20 main:581] : INFO : Epoch 1639 | loss: 0.0311392 | val_loss: 0.031186 | Time: 1973.14 ms [2021-05-03 02:17:22 main:581] : INFO : Epoch 1640 | loss: 0.0311393 | val_loss: 0.0311878 | Time: 1968.76 ms [2021-05-03 02:17:24 main:581] : INFO : Epoch 1641 | loss: 0.0311374 | val_loss: 0.0311949 | Time: 1965.37 ms [2021-05-03 02:17:26 main:581] : INFO : Epoch 1642 | loss: 0.0311361 | val_loss: 0.0311968 | Time: 1993.86 ms [2021-05-03 02:17:28 main:581] : INFO : Epoch 1643 | loss: 0.0311361 | val_loss: 0.0311887 | Time: 2034.24 ms [2021-05-03 02:17:30 main:581] : INFO : Epoch 1644 | loss: 0.0311352 | val_loss: 0.0311857 | Time: 2048.14 ms [2021-05-03 02:17:32 main:581] : INFO : Epoch 1645 | loss: 0.0311375 | val_loss: 0.0311898 | Time: 1998.29 ms [2021-05-03 02:17:34 main:581] : INFO : Epoch 1646 | loss: 0.0311398 | val_loss: 0.0311833 | Time: 2010.53 ms [2021-05-03 02:17:36 main:581] : INFO : Epoch 1647 | loss: 0.0311554 | val_loss: 0.0311801 | Time: 2049.24 ms [2021-05-03 02:17:38 main:581] : INFO : Epoch 1648 | loss: 0.0311523 | val_loss: 0.0311871 | Time: 1978.77 ms [2021-05-03 02:17:40 main:581] : INFO : Epoch 1649 | loss: 0.0311504 | val_loss: 0.0311838 | Time: 2010.4 ms [2021-05-03 02:17:42 main:581] : INFO : Epoch 1650 | loss: 0.0311484 | val_loss: 0.0311785 | Time: 2051.21 ms [2021-05-03 02:17:44 main:581] : INFO : Epoch 1651 | loss: 0.031147 | val_loss: 0.0311827 | Time: 2056.58 ms [2021-05-03 02:17:46 main:581] : INFO : Epoch 1652 | loss: 0.0311481 | val_loss: 0.0311798 | Time: 1995.68 ms [2021-05-03 02:17:48 main:581] : INFO : Epoch 1653 | loss: 0.0311467 | val_loss: 0.0311818 | Time: 1996.52 ms [2021-05-03 02:17:50 main:581] : INFO : Epoch 1654 | loss: 0.0311454 | val_loss: 0.0311833 | Time: 2000.69 ms [2021-05-03 02:17:52 main:581] : INFO : Epoch 1655 | loss: 0.031145 | val_loss: 0.0311873 | Time: 2005.64 ms [2021-05-03 02:17:54 main:581] : INFO : Epoch 1656 | loss: 0.0311463 | val_loss: 0.0311851 | Time: 2019.17 ms [2021-05-03 02:17:56 main:581] : INFO : Epoch 1657 | loss: 0.0311443 | val_loss: 0.0311854 | Time: 2014.59 ms [2021-05-03 02:17:58 main:581] : INFO : Epoch 1658 | loss: 0.0311441 | val_loss: 0.0311826 | Time: 1963.72 ms [2021-05-03 02:18:00 main:581] : INFO : Epoch 1659 | loss: 0.0311436 | val_loss: 0.0311809 | Time: 2012.6 ms [2021-05-03 02:18:02 main:581] : INFO : Epoch 1660 | loss: 0.0311428 | val_loss: 0.0311767 | Time: 1968.87 ms [2021-05-03 02:18:04 main:581] : INFO : Epoch 1661 | loss: 0.0311453 | val_loss: 0.0311823 | Time: 1993.37 ms [2021-05-03 02:18:06 main:581] : INFO : Epoch 1662 | loss: 0.031145 | val_loss: 0.03118 | Time: 1974.63 ms [2021-05-03 02:18:08 main:581] : INFO : Epoch 1663 | loss: 0.0311453 | val_loss: 0.0311815 | Time: 1972.31 ms [2021-05-03 02:18:10 main:581] : INFO : Epoch 1664 | loss: 0.0311479 | val_loss: 0.0311835 | Time: 2039.96 ms [2021-05-03 02:18:12 main:581] : INFO : Epoch 1665 | loss: 0.0311463 | val_loss: 0.0311822 | Time: 1978.89 ms [2021-05-03 02:18:14 main:581] : INFO : Epoch 1666 | loss: 0.0311431 | val_loss: 0.0311792 | Time: 2022.37 ms [2021-05-03 02:18:16 main:581] : INFO : Epoch 1667 | loss: 0.0311389 | val_loss: 0.0311838 | Time: 2023.06 ms [2021-05-03 02:18:18 main:581] : INFO : Epoch 1668 | loss: 0.031146 | val_loss: 0.0311739 | Time: 2022.14 ms [2021-05-03 02:18:20 main:581] : INFO : Epoch 1669 | loss: 0.0311431 | val_loss: 0.0311795 | Time: 2005.23 ms [2021-05-03 02:18:22 main:581] : INFO : Epoch 1670 | loss: 0.0311387 | val_loss: 0.031179 | Time: 1952 ms [2021-05-03 02:18:24 main:581] : INFO : Epoch 1671 | loss: 0.0311395 | val_loss: 0.0311859 | Time: 1978.95 ms [2021-05-03 02:18:26 main:581] : INFO : Epoch 1672 | loss: 0.031141 | val_loss: 0.0311844 | Time: 2017.78 ms [2021-05-03 02:18:28 main:581] : INFO : Epoch 1673 | loss: 0.0311427 | val_loss: 0.0311853 | Time: 1974.57 ms [2021-05-03 02:18:30 main:581] : INFO : Epoch 1674 | loss: 0.0311408 | val_loss: 0.0311794 | Time: 2010.53 ms [2021-05-03 02:18:32 main:581] : INFO : Epoch 1675 | loss: 0.0311408 | val_loss: 0.03118 | Time: 2041.23 ms [2021-05-03 02:18:34 main:581] : INFO : Epoch 1676 | loss: 0.0311392 | val_loss: 0.0311853 | Time: 2043.54 ms [2021-05-03 02:18:36 main:581] : INFO : Epoch 1677 | loss: 0.0311396 | val_loss: 0.0311839 | Time: 2039.52 ms [2021-05-03 02:18:38 main:581] : INFO : Epoch 1678 | loss: 0.0311358 | val_loss: 0.0311802 | Time: 2033.29 ms [2021-05-03 02:18:40 main:581] : INFO : Epoch 1679 | loss: 0.0311345 | val_loss: 0.0311809 | Time: 1952.15 ms [2021-05-03 02:18:42 main:581] : INFO : Epoch 1680 | loss: 0.0311339 | val_loss: 0.0311861 | Time: 1961.98 ms [2021-05-03 02:18:44 main:581] : INFO : Epoch 1681 | loss: 0.0311437 | val_loss: 0.0311797 | Time: 1959.69 ms [2021-05-03 02:18:46 main:581] : INFO : Epoch 1682 | loss: 0.0311542 | val_loss: 0.0311867 | Time: 1941.74 ms [2021-05-03 02:18:48 main:581] : INFO : Epoch 1683 | loss: 0.0311488 | val_loss: 0.0311808 | Time: 1991.46 ms [2021-05-03 02:18:50 main:581] : INFO : Epoch 1684 | loss: 0.0311447 | val_loss: 0.031182 | Time: 2005.2 ms [2021-05-03 02:18:52 main:581] : INFO : Epoch 1685 | loss: 0.0311444 | val_loss: 0.0311809 | Time: 1959.78 ms [2021-05-03 02:18:54 main:581] : INFO : Epoch 1686 | loss: 0.0311421 | val_loss: 0.0311809 | Time: 2013.49 ms [2021-05-03 02:18:56 main:581] : INFO : Epoch 1687 | loss: 0.0311444 | val_loss: 0.0311806 | Time: 2015.63 ms [2021-05-03 02:18:58 main:581] : INFO : Epoch 1688 | loss: 0.0311432 | val_loss: 0.0311814 | Time: 1998.98 ms [2021-05-03 02:19:00 main:581] : INFO : Epoch 1689 | loss: 0.0311431 | val_loss: 0.0311788 | Time: 1968.29 ms [2021-05-03 02:19:02 main:581] : INFO : Epoch 1690 | loss: 0.031141 | val_loss: 0.0311798 | Time: 1989.19 ms [2021-05-03 02:19:04 main:581] : INFO : Epoch 1691 | loss: 0.0311418 | val_loss: 0.0311856 | Time: 2006.34 ms [2021-05-03 02:19:06 main:581] : INFO : Epoch 1692 | loss: 0.0311398 | val_loss: 0.0311764 | Time: 2023.99 ms [2021-05-03 02:19:08 main:581] : INFO : Epoch 1693 | loss: 0.0311411 | val_loss: 0.0311875 | Time: 2017.68 ms [2021-05-03 02:19:10 main:581] : INFO : Epoch 1694 | loss: 0.0311359 | val_loss: 0.0311832 | Time: 2039.58 ms [2021-05-03 02:19:12 main:581] : INFO : Epoch 1695 | loss: 0.0311406 | val_loss: 0.0311845 | Time: 2024.12 ms [2021-05-03 02:19:14 main:581] : INFO : Epoch 1696 | loss: 0.0311393 | val_loss: 0.0311819 | Time: 2009.65 ms [2021-05-03 02:19:16 main:581] : INFO : Epoch 1697 | loss: 0.0311334 | val_loss: 0.0311842 | Time: 1976.73 ms [2021-05-03 02:19:18 main:581] : INFO : Epoch 1698 | loss: 0.0311347 | val_loss: 0.0311815 | Time: 2027.86 ms [2021-05-03 02:19:20 main:581] : INFO : Epoch 1699 | loss: 0.0311376 | val_loss: 0.0311826 | Time: 1934.8 ms [2021-05-03 02:19:22 main:581] : INFO : Epoch 1700 | loss: 0.0311368 | val_loss: 0.0311873 | Time: 2005.13 ms [2021-05-03 02:19:24 main:581] : INFO : Epoch 1701 | loss: 0.0311353 | val_loss: 0.0311891 | Time: 2005.25 ms [2021-05-03 02:19:26 main:581] : INFO : Epoch 1702 | loss: 0.0311372 | val_loss: 0.0311873 | Time: 2008.23 ms [2021-05-03 02:19:28 main:581] : INFO : Epoch 1703 | loss: 0.0311335 | val_loss: 0.0311865 | Time: 1911.8 ms [2021-05-03 02:19:30 main:581] : INFO : Epoch 1704 | loss: 0.0311351 | val_loss: 0.0311793 | Time: 2007.6 ms [2021-05-03 02:19:32 main:581] : INFO : Epoch 1705 | loss: 0.0311399 | val_loss: 0.0311846 | Time: 2002.72 ms [2021-05-03 02:19:34 main:581] : INFO : Epoch 1706 | loss: 0.0311377 | val_loss: 0.0311846 | Time: 2017.62 ms [2021-05-03 02:19:36 main:581] : INFO : Epoch 1707 | loss: 0.0311331 | val_loss: 0.0311861 | Time: 2023.47 ms [2021-05-03 02:19:38 main:581] : INFO : Epoch 1708 | loss: 0.0311373 | val_loss: 0.0311813 | Time: 1999.99 ms [2021-05-03 02:19:40 main:581] : INFO : Epoch 1709 | loss: 0.0311346 | val_loss: 0.0311802 | Time: 2015.93 ms [2021-05-03 02:19:42 main:581] : INFO : Epoch 1710 | loss: 0.0311335 | val_loss: 0.0311805 | Time: 2030.81 ms [2021-05-03 02:19:44 main:581] : INFO : Epoch 1711 | loss: 0.0311319 | val_loss: 0.0311859 | Time: 1970.58 ms [2021-05-03 02:19:46 main:581] : INFO : Epoch 1712 | loss: 0.0311306 | val_loss: 0.0311827 | Time: 1970.58 ms [2021-05-03 02:19:48 main:581] : INFO : Epoch 1713 | loss: 0.0311287 | val_loss: 0.0311865 | Time: 1998.97 ms [2021-05-03 02:19:50 main:581] : INFO : Epoch 1714 | loss: 0.0311272 | val_loss: 0.0311861 | Time: 2000.74 ms [2021-05-03 02:19:52 main:581] : INFO : Epoch 1715 | loss: 0.0311275 | val_loss: 0.0311872 | Time: 1982.15 ms [2021-05-03 02:19:54 main:581] : INFO : Epoch 1716 | loss: 0.0311304 | val_loss: 0.0311869 | Time: 1958.14 ms [2021-05-03 02:19:56 main:581] : INFO : Epoch 1717 | loss: 0.0311309 | val_loss: 0.0311836 | Time: 1985.4 ms [2021-05-03 02:19:58 main:581] : INFO : Epoch 1718 | loss: 0.03113 | val_loss: 0.0311877 | Time: 1993.89 ms [2021-05-03 02:20:00 main:581] : INFO : Epoch 1719 | loss: 0.0311316 | val_loss: 0.0311875 | Time: 1986.46 ms [2021-05-03 02:20:02 main:581] : INFO : Epoch 1720 | loss: 0.0311337 | val_loss: 0.0312005 | Time: 2008.8 ms [2021-05-03 02:20:04 main:581] : INFO : Epoch 1721 | loss: 0.031138 | val_loss: 0.0311807 | Time: 1931.41 ms [2021-05-03 02:20:06 main:581] : INFO : Epoch 1722 | loss: 0.0311371 | val_loss: 0.0311841 | Time: 2030.97 ms [2021-05-03 02:20:08 main:581] : INFO : Epoch 1723 | loss: 0.0311323 | val_loss: 0.0311881 | Time: 2027.8 ms [2021-05-03 02:20:10 main:581] : INFO : Epoch 1724 | loss: 0.0311298 | val_loss: 0.0311921 | Time: 2005.33 ms [2021-05-03 02:20:12 main:581] : INFO : Epoch 1725 | loss: 0.0311348 | val_loss: 0.0311899 | Time: 2033.5 ms [2021-05-03 02:20:14 main:581] : INFO : Epoch 1726 | loss: 0.0311319 | val_loss: 0.031187 | Time: 2027.73 ms [2021-05-03 02:20:16 main:581] : INFO : Epoch 1727 | loss: 0.0311268 | val_loss: 0.03119 | Time: 1989.25 ms [2021-05-03 02:20:18 main:581] : INFO : Epoch 1728 | loss: 0.0311296 | val_loss: 0.0311977 | Time: 2002.97 ms [2021-05-03 02:20:20 main:581] : INFO : Epoch 1729 | loss: 0.0311287 | val_loss: 0.0311874 | Time: 2002.37 ms [2021-05-03 02:20:22 main:581] : INFO : Epoch 1730 | loss: 0.0311292 | val_loss: 0.031192 | Time: 1979.43 ms [2021-05-03 02:20:24 main:581] : INFO : Epoch 1731 | loss: 0.0311277 | val_loss: 0.0311899 | Time: 2009.52 ms [2021-05-03 02:20:26 main:581] : INFO : Epoch 1732 | loss: 0.0311306 | val_loss: 0.0311923 | Time: 1993.62 ms [2021-05-03 02:20:28 main:581] : INFO : Epoch 1733 | loss: 0.0311291 | val_loss: 0.0311963 | Time: 2025.43 ms [2021-05-03 02:20:30 main:581] : INFO : Epoch 1734 | loss: 0.0311295 | val_loss: 0.0311901 | Time: 2016.73 ms [2021-05-03 02:20:32 main:581] : INFO : Epoch 1735 | loss: 0.0311312 | val_loss: 0.0311829 | Time: 1956.43 ms [2021-05-03 02:20:34 main:581] : INFO : Epoch 1736 | loss: 0.0311289 | val_loss: 0.0311921 | Time: 1989.38 ms [2021-05-03 02:20:36 main:581] : INFO : Epoch 1737 | loss: 0.0311295 | val_loss: 0.0311849 | Time: 2003.12 ms [2021-05-03 02:20:38 main:581] : INFO : Epoch 1738 | loss: 0.031127 | val_loss: 0.0311858 | Time: 1983.22 ms [2021-05-03 02:20:40 main:581] : INFO : Epoch 1739 | loss: 0.0311241 | val_loss: 0.0311955 | Time: 1939.97 ms [2021-05-03 02:20:42 main:581] : INFO : Epoch 1740 | loss: 0.0311253 | val_loss: 0.0311861 | Time: 1937.12 ms [2021-05-03 02:20:44 main:581] : INFO : Epoch 1741 | loss: 0.0311299 | val_loss: 0.031193 | Time: 1971.75 ms [2021-05-03 02:20:46 main:581] : INFO : Epoch 1742 | loss: 0.0311261 | val_loss: 0.0311909 | Time: 1951.77 ms [2021-05-03 02:20:48 main:581] : INFO : Epoch 1743 | loss: 0.031127 | val_loss: 0.0311857 | Time: 2036.19 ms [2021-05-03 02:20:50 main:581] : INFO : Epoch 1744 | loss: 0.0311266 | val_loss: 0.0311902 | Time: 2024.94 ms [2021-05-03 02:20:52 main:581] : INFO : Epoch 1745 | loss: 0.0311274 | val_loss: 0.0311922 | Time: 2027.64 ms [2021-05-03 02:20:54 main:581] : INFO : Epoch 1746 | loss: 0.0311239 | val_loss: 0.0311867 | Time: 2028.95 ms [2021-05-03 02:20:56 main:581] : INFO : Epoch 1747 | loss: 0.0311245 | val_loss: 0.0311893 | Time: 2029.68 ms [2021-05-03 02:20:58 main:581] : INFO : Epoch 1748 | loss: 0.0311261 | val_loss: 0.0311978 | Time: 2037.82 ms [2021-05-03 02:21:00 main:581] : INFO : Epoch 1749 | loss: 0.0311234 | val_loss: 0.0311867 | Time: 2064.4 ms [2021-05-03 02:21:02 main:581] : INFO : Epoch 1750 | loss: 0.0311235 | val_loss: 0.0311908 | Time: 2023.74 ms [2021-05-03 02:21:04 main:581] : INFO : Epoch 1751 | loss: 0.0311261 | val_loss: 0.0311903 | Time: 2006.2 ms [2021-05-03 02:21:06 main:581] : INFO : Epoch 1752 | loss: 0.0311249 | val_loss: 0.031198 | Time: 2006.37 ms [2021-05-03 02:21:08 main:581] : INFO : Epoch 1753 | loss: 0.031129 | val_loss: 0.0311881 | Time: 2037.7 ms [2021-05-03 02:21:10 main:581] : INFO : Epoch 1754 | loss: 0.0311267 | val_loss: 0.0311926 | Time: 2009.91 ms [2021-05-03 02:21:12 main:581] : INFO : Epoch 1755 | loss: 0.0311304 | val_loss: 0.0311832 | Time: 2048.18 ms [2021-05-03 02:21:14 main:581] : INFO : Epoch 1756 | loss: 0.0311325 | val_loss: 0.0311952 | Time: 2011.58 ms [2021-05-03 02:21:16 main:581] : INFO : Epoch 1757 | loss: 0.0311316 | val_loss: 0.0311813 | Time: 2011.91 ms [2021-05-03 02:21:18 main:581] : INFO : Epoch 1758 | loss: 0.0311295 | val_loss: 0.0311946 | Time: 2029.33 ms [2021-05-03 02:21:20 main:581] : INFO : Epoch 1759 | loss: 0.031131 | val_loss: 0.0311914 | Time: 2019.51 ms [2021-05-03 02:21:22 main:581] : INFO : Epoch 1760 | loss: 0.0311296 | val_loss: 0.0311966 | Time: 1957.73 ms [2021-05-03 02:21:24 main:581] : INFO : Epoch 1761 | loss: 0.0311247 | val_loss: 0.0311894 | Time: 1996.58 ms [2021-05-03 02:21:26 main:581] : INFO : Epoch 1762 | loss: 0.0311251 | val_loss: 0.0311918 | Time: 2016.02 ms [2021-05-03 02:21:28 main:581] : INFO : Epoch 1763 | loss: 0.0311285 | val_loss: 0.0311874 | Time: 2044.79 ms [2021-05-03 02:21:30 main:581] : INFO : Epoch 1764 | loss: 0.0311375 | val_loss: 0.0311837 | Time: 2010.86 ms [2021-05-03 02:21:32 main:581] : INFO : Epoch 1765 | loss: 0.0311328 | val_loss: 0.0311926 | Time: 1941.15 ms [2021-05-03 02:21:34 main:581] : INFO : Epoch 1766 | loss: 0.0311363 | val_loss: 0.0311895 | Time: 1958.42 ms [2021-05-03 02:21:36 main:581] : INFO : Epoch 1767 | loss: 0.0311445 | val_loss: 0.0311816 | Time: 2010.5 ms [2021-05-03 02:21:38 main:581] : INFO : Epoch 1768 | loss: 0.0311411 | val_loss: 0.0311815 | Time: 2005.13 ms [2021-05-03 02:21:40 main:581] : INFO : Epoch 1769 | loss: 0.0311415 | val_loss: 0.0311797 | Time: 2005.02 ms [2021-05-03 02:21:42 main:581] : INFO : Epoch 1770 | loss: 0.0311352 | val_loss: 0.0311814 | Time: 2012.13 ms [2021-05-03 02:21:44 main:581] : INFO : Epoch 1771 | loss: 0.0311453 | val_loss: 0.0311796 | Time: 2020.32 ms [2021-05-03 02:21:46 main:581] : INFO : Epoch 1772 | loss: 0.0311449 | val_loss: 0.0311817 | Time: 2003.93 ms [2021-05-03 02:21:48 main:581] : INFO : Epoch 1773 | loss: 0.03114 | val_loss: 0.0311865 | Time: 2002.22 ms [2021-05-03 02:21:50 main:581] : INFO : Epoch 1774 | loss: 0.0311373 | val_loss: 0.031186 | Time: 1988.3 ms [2021-05-03 02:21:52 main:581] : INFO : Epoch 1775 | loss: 0.0311347 | val_loss: 0.0311906 | Time: 1999.37 ms [2021-05-03 02:21:54 main:581] : INFO : Epoch 1776 | loss: 0.0311362 | val_loss: 0.0311769 | Time: 2029.51 ms [2021-05-03 02:21:56 main:581] : INFO : Epoch 1777 | loss: 0.0311346 | val_loss: 0.0311866 | Time: 2034.62 ms [2021-05-03 02:21:58 main:581] : INFO : Epoch 1778 | loss: 0.0311325 | val_loss: 0.0311827 | Time: 1980.38 ms [2021-05-03 02:22:00 main:581] : INFO : Epoch 1779 | loss: 0.0311299 | val_loss: 0.0311905 | Time: 2019.85 ms [2021-05-03 02:22:02 main:581] : INFO : Epoch 1780 | loss: 0.0311274 | val_loss: 0.0311882 | Time: 2018.36 ms [2021-05-03 02:22:04 main:581] : INFO : Epoch 1781 | loss: 0.0311264 | val_loss: 0.0311871 | Time: 1987.48 ms [2021-05-03 02:22:06 main:581] : INFO : Epoch 1782 | loss: 0.0311295 | val_loss: 0.0311922 | Time: 2042.37 ms [2021-05-03 02:22:08 main:581] : INFO : Epoch 1783 | loss: 0.0311288 | val_loss: 0.0311911 | Time: 2028.63 ms [2021-05-03 02:22:10 main:581] : INFO : Epoch 1784 | loss: 0.0311255 | val_loss: 0.0311941 | Time: 2019.7 ms [2021-05-03 02:22:12 main:581] : INFO : Epoch 1785 | loss: 0.0311247 | val_loss: 0.0311897 | Time: 2011.48 ms [2021-05-03 02:22:14 main:581] : INFO : Epoch 1786 | loss: 0.0311244 | val_loss: 0.03119 | Time: 2011.24 ms [2021-05-03 02:22:16 main:581] : INFO : Epoch 1787 | loss: 0.0311258 | val_loss: 0.0311895 | Time: 1989.17 ms [2021-05-03 02:22:18 main:581] : INFO : Epoch 1788 | loss: 0.0311242 | val_loss: 0.0311879 | Time: 1935.16 ms [2021-05-03 02:22:20 main:581] : INFO : Epoch 1789 | loss: 0.031121 | val_loss: 0.0311979 | Time: 1961.78 ms [2021-05-03 02:22:22 main:581] : INFO : Epoch 1790 | loss: 0.0311198 | val_loss: 0.031195 | Time: 1976.33 ms [2021-05-03 02:22:24 main:581] : INFO : Epoch 1791 | loss: 0.0311198 | val_loss: 0.03119 | Time: 2007.88 ms [2021-05-03 02:22:26 main:581] : INFO : Epoch 1792 | loss: 0.0311205 | val_loss: 0.0311917 | Time: 1999.67 ms [2021-05-03 02:22:28 main:581] : INFO : Epoch 1793 | loss: 0.03112 | val_loss: 0.0311874 | Time: 1951.99 ms [2021-05-03 02:22:30 main:581] : INFO : Epoch 1794 | loss: 0.0311186 | val_loss: 0.0311945 | Time: 1984.34 ms [2021-05-03 02:22:32 main:581] : INFO : Epoch 1795 | loss: 0.0311318 | val_loss: 0.0311894 | Time: 1988.57 ms [2021-05-03 02:22:34 main:581] : INFO : Epoch 1796 | loss: 0.0311375 | val_loss: 0.0311824 | Time: 2021.08 ms [2021-05-03 02:22:36 main:581] : INFO : Epoch 1797 | loss: 0.0311304 | val_loss: 0.0311865 | Time: 1938.79 ms [2021-05-03 02:22:38 main:581] : INFO : Epoch 1798 | loss: 0.0311265 | val_loss: 0.0311878 | Time: 1945.93 ms [2021-05-03 02:22:40 main:581] : INFO : Epoch 1799 | loss: 0.031126 | val_loss: 0.0311905 | Time: 1946.86 ms [2021-05-03 02:22:42 main:581] : INFO : Epoch 1800 | loss: 0.031121 | val_loss: 0.0311874 | Time: 2017.43 ms [2021-05-03 02:22:44 main:581] : INFO : Epoch 1801 | loss: 0.0311216 | val_loss: 0.0311942 | Time: 1964.27 ms [2021-05-03 02:22:46 main:581] : INFO : Epoch 1802 | loss: 0.0311194 | val_loss: 0.0311904 | Time: 1994.15 ms [2021-05-03 02:22:48 main:581] : INFO : Epoch 1803 | loss: 0.0311202 | val_loss: 0.0312022 | Time: 2035.81 ms [2021-05-03 02:22:50 main:581] : INFO : Epoch 1804 | loss: 0.0311215 | val_loss: 0.0311925 | Time: 2018.31 ms [2021-05-03 02:22:52 main:581] : INFO : Epoch 1805 | loss: 0.0311172 | val_loss: 0.0311938 | Time: 1981.5 ms [2021-05-03 02:22:54 main:581] : INFO : Epoch 1806 | loss: 0.031119 | val_loss: 0.031195 | Time: 1998.98 ms [2021-05-03 02:22:56 main:581] : INFO : Epoch 1807 | loss: 0.0311177 | val_loss: 0.0311944 | Time: 1943.71 ms [2021-05-03 02:22:58 main:581] : INFO : Epoch 1808 | loss: 0.0311193 | val_loss: 0.0311919 | Time: 2011.39 ms [2021-05-03 02:23:00 main:581] : INFO : Epoch 1809 | loss: 0.0311162 | val_loss: 0.0311875 | Time: 1957.69 ms [2021-05-03 02:23:02 main:581] : INFO : Epoch 1810 | loss: 0.0311191 | val_loss: 0.0311874 | Time: 2030.8 ms [2021-05-03 02:23:04 main:581] : INFO : Epoch 1811 | loss: 0.0311152 | val_loss: 0.0312025 | Time: 1992.03 ms [2021-05-03 02:23:06 main:581] : INFO : Epoch 1812 | loss: 0.0311142 | val_loss: 0.0311929 | Time: 2015.13 ms [2021-05-03 02:23:08 main:581] : INFO : Epoch 1813 | loss: 0.0311152 | val_loss: 0.0311945 | Time: 2013.76 ms [2021-05-03 02:23:10 main:581] : INFO : Epoch 1814 | loss: 0.031118 | val_loss: 0.0311924 | Time: 2006.66 ms [2021-05-03 02:23:12 main:581] : INFO : Epoch 1815 | loss: 0.0311389 | val_loss: 0.0311794 | Time: 2035.87 ms [2021-05-03 02:23:14 main:581] : INFO : Epoch 1816 | loss: 0.0311356 | val_loss: 0.0311845 | Time: 2022.21 ms [2021-05-03 02:23:16 main:581] : INFO : Epoch 1817 | loss: 0.0311289 | val_loss: 0.0311904 | Time: 2021.89 ms [2021-05-03 02:23:18 main:581] : INFO : Epoch 1818 | loss: 0.0311271 | val_loss: 0.0311912 | Time: 2003.83 ms [2021-05-03 02:23:20 main:581] : INFO : Epoch 1819 | loss: 0.0311274 | val_loss: 0.0311899 | Time: 1987.08 ms [2021-05-03 02:23:22 main:581] : INFO : Epoch 1820 | loss: 0.0311239 | val_loss: 0.0311994 | Time: 1991.35 ms [2021-05-03 02:23:24 main:581] : INFO : Epoch 1821 | loss: 0.0311257 | val_loss: 0.031191 | Time: 2029.25 ms [2021-05-03 02:23:26 main:581] : INFO : Epoch 1822 | loss: 0.0311217 | val_loss: 0.0311998 | Time: 2042.7 ms [2021-05-03 02:23:28 main:581] : INFO : Epoch 1823 | loss: 0.031122 | val_loss: 0.0311882 | Time: 2014.17 ms [2021-05-03 02:23:30 main:581] : INFO : Epoch 1824 | loss: 0.0311279 | val_loss: 0.0311903 | Time: 1926.66 ms [2021-05-03 02:23:32 main:581] : INFO : Epoch 1825 | loss: 0.0311247 | val_loss: 0.0311852 | Time: 1976.68 ms [2021-05-03 02:23:34 main:581] : INFO : Epoch 1826 | loss: 0.0311259 | val_loss: 0.031196 | Time: 2034.33 ms [2021-05-03 02:23:36 main:581] : INFO : Epoch 1827 | loss: 0.0311216 | val_loss: 0.0311863 | Time: 2023.59 ms [2021-05-03 02:23:38 main:581] : INFO : Epoch 1828 | loss: 0.0311218 | val_loss: 0.0311929 | Time: 2024.03 ms [2021-05-03 02:23:40 main:581] : INFO : Epoch 1829 | loss: 0.0311216 | val_loss: 0.0311871 | Time: 2027.33 ms [2021-05-03 02:23:42 main:581] : INFO : Epoch 1830 | loss: 0.0311235 | val_loss: 0.0311853 | Time: 1979.77 ms [2021-05-03 02:23:44 main:581] : INFO : Epoch 1831 | loss: 0.0311203 | val_loss: 0.0311888 | Time: 1925.24 ms [2021-05-03 02:23:46 main:581] : INFO : Epoch 1832 | loss: 0.0311224 | val_loss: 0.0311963 | Time: 2003.27 ms [2021-05-03 02:23:48 main:581] : INFO : Epoch 1833 | loss: 0.0311189 | val_loss: 0.0311935 | Time: 2033.95 ms [2021-05-03 02:23:50 main:581] : INFO : Epoch 1834 | loss: 0.0311144 | val_loss: 0.0311922 | Time: 1966.18 ms [2021-05-03 02:23:52 main:581] : INFO : Epoch 1835 | loss: 0.0311129 | val_loss: 0.0311946 | Time: 1993.39 ms [2021-05-03 02:23:54 main:581] : INFO : Epoch 1836 | loss: 0.0311113 | val_loss: 0.0311926 | Time: 2032.13 ms [2021-05-03 02:23:56 main:581] : INFO : Epoch 1837 | loss: 0.0311168 | val_loss: 0.0311973 | Time: 2037.71 ms [2021-05-03 02:23:58 main:581] : INFO : Epoch 1838 | loss: 0.0311141 | val_loss: 0.0311932 | Time: 2048.44 ms [2021-05-03 02:24:00 main:581] : INFO : Epoch 1839 | loss: 0.0311174 | val_loss: 0.031202 | Time: 2082.17 ms [2021-05-03 02:24:02 main:581] : INFO : Epoch 1840 | loss: 0.0311144 | val_loss: 0.0311939 | Time: 2030.49 ms [2021-05-03 02:24:04 main:581] : INFO : Epoch 1841 | loss: 0.0311123 | val_loss: 0.0311928 | Time: 2042.4 ms [2021-05-03 02:24:06 main:581] : INFO : Epoch 1842 | loss: 0.0311222 | val_loss: 0.0311915 | Time: 2067.83 ms [2021-05-03 02:24:08 main:581] : INFO : Epoch 1843 | loss: 0.0311315 | val_loss: 0.0311842 | Time: 2020.59 ms [2021-05-03 02:24:10 main:581] : INFO : Epoch 1844 | loss: 0.0311263 | val_loss: 0.0311966 | Time: 2041.22 ms [2021-05-03 02:24:12 main:581] : INFO : Epoch 1845 | loss: 0.0311216 | val_loss: 0.031194 | Time: 1997.51 ms [2021-05-03 02:24:14 main:581] : INFO : Epoch 1846 | loss: 0.031118 | val_loss: 0.0311929 | Time: 2019.75 ms [2021-05-03 02:24:16 main:581] : INFO : Epoch 1847 | loss: 0.0311199 | val_loss: 0.0311946 | Time: 2034.19 ms [2021-05-03 02:24:18 main:581] : INFO : Epoch 1848 | loss: 0.0311177 | val_loss: 0.0311941 | Time: 2037.82 ms [2021-05-03 02:24:20 main:581] : INFO : Epoch 1849 | loss: 0.0311134 | val_loss: 0.0311965 | Time: 2003.96 ms [2021-05-03 02:24:22 main:581] : INFO : Epoch 1850 | loss: 0.0311112 | val_loss: 0.0311929 | Time: 2042.99 ms [2021-05-03 02:24:25 main:581] : INFO : Epoch 1851 | loss: 0.0311218 | val_loss: 0.0311919 | Time: 2030.71 ms [2021-05-03 02:24:27 main:581] : INFO : Epoch 1852 | loss: 0.0311179 | val_loss: 0.03119 | Time: 2003.81 ms [2021-05-03 02:24:29 main:581] : INFO : Epoch 1853 | loss: 0.0311531 | val_loss: 0.0311786 | Time: 2061.8 ms [2021-05-03 02:24:31 main:581] : INFO : Epoch 1854 | loss: 0.0311548 | val_loss: 0.0311813 | Time: 2049.79 ms [2021-05-03 02:24:33 main:581] : INFO : Epoch 1855 | loss: 0.0311486 | val_loss: 0.0311845 | Time: 2035.08 ms [2021-05-03 02:24:35 main:581] : INFO : Epoch 1856 | loss: 0.0311431 | val_loss: 0.0311867 | Time: 1934.94 ms [2021-05-03 02:24:37 main:581] : INFO : Epoch 1857 | loss: 0.0311389 | val_loss: 0.0311837 | Time: 1939.46 ms [2021-05-03 02:24:39 main:581] : INFO : Epoch 1858 | loss: 0.0311324 | val_loss: 0.0311877 | Time: 1963.69 ms [2021-05-03 02:24:41 main:581] : INFO : Epoch 1859 | loss: 0.0311286 | val_loss: 0.0311876 | Time: 1988.3 ms [2021-05-03 02:24:42 main:581] : INFO : Epoch 1860 | loss: 0.0311277 | val_loss: 0.0311908 | Time: 1952.67 ms [2021-05-03 02:24:44 main:581] : INFO : Epoch 1861 | loss: 0.0311271 | val_loss: 0.031189 | Time: 2006.38 ms [2021-05-03 02:24:46 main:581] : INFO : Epoch 1862 | loss: 0.0311234 | val_loss: 0.0311872 | Time: 2008.34 ms [2021-05-03 02:24:48 main:581] : INFO : Epoch 1863 | loss: 0.031123 | val_loss: 0.0311884 | Time: 2028.31 ms [2021-05-03 02:24:50 main:581] : INFO : Epoch 1864 | loss: 0.0311296 | val_loss: 0.0311858 | Time: 1997.05 ms [2021-05-03 02:24:52 main:581] : INFO : Epoch 1865 | loss: 0.0311314 | val_loss: 0.0311875 | Time: 1992 ms [2021-05-03 02:24:55 main:581] : INFO : Epoch 1866 | loss: 0.0311298 | val_loss: 0.0311864 | Time: 2027.44 ms [2021-05-03 02:24:57 main:581] : INFO : Epoch 1867 | loss: 0.0311286 | val_loss: 0.0311884 | Time: 2007.36 ms [2021-05-03 02:24:59 main:581] : INFO : Epoch 1868 | loss: 0.031125 | val_loss: 0.0311796 | Time: 2023.86 ms [2021-05-03 02:25:01 main:581] : INFO : Epoch 1869 | loss: 0.0311246 | val_loss: 0.0311897 | Time: 1999.13 ms [2021-05-03 02:25:03 main:581] : INFO : Epoch 1870 | loss: 0.0311227 | val_loss: 0.0311895 | Time: 2013.36 ms [2021-05-03 02:25:05 main:581] : INFO : Epoch 1871 | loss: 0.0311278 | val_loss: 0.0311833 | Time: 2018.12 ms [2021-05-03 02:25:07 main:581] : INFO : Epoch 1872 | loss: 0.0311231 | val_loss: 0.0311845 | Time: 2010.59 ms [2021-05-03 02:25:09 main:581] : INFO : Epoch 1873 | loss: 0.031126 | val_loss: 0.031186 | Time: 2027.09 ms [2021-05-03 02:25:11 main:581] : INFO : Epoch 1874 | loss: 0.0311238 | val_loss: 0.0311899 | Time: 2018.54 ms [2021-05-03 02:25:13 main:581] : INFO : Epoch 1875 | loss: 0.0311212 | val_loss: 0.0311936 | Time: 2019.19 ms [2021-05-03 02:25:15 main:581] : INFO : Epoch 1876 | loss: 0.0311246 | val_loss: 0.0311931 | Time: 2011.37 ms [2021-05-03 02:25:17 main:581] : INFO : Epoch 1877 | loss: 0.0311213 | val_loss: 0.0311897 | Time: 2002.22 ms [2021-05-03 02:25:19 main:581] : INFO : Epoch 1878 | loss: 0.0311224 | val_loss: 0.0311898 | Time: 1964.78 ms [2021-05-03 02:25:21 main:581] : INFO : Epoch 1879 | loss: 0.0311186 | val_loss: 0.0311915 | Time: 1988.51 ms [2021-05-03 02:25:23 main:581] : INFO : Epoch 1880 | loss: 0.031118 | val_loss: 0.0311904 | Time: 2000.11 ms [2021-05-03 02:25:25 main:581] : INFO : Epoch 1881 | loss: 0.0311166 | val_loss: 0.0311918 | Time: 2026.45 ms [2021-05-03 02:25:27 main:581] : INFO : Epoch 1882 | loss: 0.0311197 | val_loss: 0.0311893 | Time: 1992.77 ms [2021-05-03 02:25:29 main:581] : INFO : Epoch 1883 | loss: 0.0311199 | val_loss: 0.0311862 | Time: 2005.52 ms [2021-05-03 02:25:31 main:581] : INFO : Epoch 1884 | loss: 0.0311167 | val_loss: 0.0311895 | Time: 2000.97 ms [2021-05-03 02:25:33 main:581] : INFO : Epoch 1885 | loss: 0.031118 | val_loss: 0.0311873 | Time: 2031.95 ms [2021-05-03 02:25:35 main:581] : INFO : Epoch 1886 | loss: 0.0311199 | val_loss: 0.0311859 | Time: 1966.99 ms [2021-05-03 02:25:37 main:581] : INFO : Epoch 1887 | loss: 0.0311148 | val_loss: 0.0311905 | Time: 1995.16 ms [2021-05-03 02:25:39 main:581] : INFO : Epoch 1888 | loss: 0.0311142 | val_loss: 0.031187 | Time: 1989.9 ms [2021-05-03 02:25:41 main:581] : INFO : Epoch 1889 | loss: 0.0311145 | val_loss: 0.0311885 | Time: 1988.95 ms [2021-05-03 02:25:43 main:581] : INFO : Epoch 1890 | loss: 0.0311147 | val_loss: 0.0311889 | Time: 2003.48 ms [2021-05-03 02:25:45 main:581] : INFO : Epoch 1891 | loss: 0.0311162 | val_loss: 0.0311882 | Time: 1974 ms [2021-05-03 02:25:47 main:581] : INFO : Epoch 1892 | loss: 0.0311137 | val_loss: 0.0311878 | Time: 2022.5 ms [2021-05-03 02:25:49 main:581] : INFO : Epoch 1893 | loss: 0.0311138 | val_loss: 0.0311924 | Time: 2048.29 ms [2021-05-03 02:25:51 main:581] : INFO : Epoch 1894 | loss: 0.0311182 | val_loss: 0.0311895 | Time: 1995.03 ms [2021-05-03 02:25:53 main:581] : INFO : Epoch 1895 | loss: 0.0311186 | val_loss: 0.0311925 | Time: 2051.49 ms [2021-05-03 02:25:55 main:581] : INFO : Epoch 1896 | loss: 0.0311187 | val_loss: 0.0311891 | Time: 1992.91 ms [2021-05-03 02:25:57 main:581] : INFO : Epoch 1897 | loss: 0.0311175 | val_loss: 0.0311867 | Time: 1965.32 ms [2021-05-03 02:25:59 main:581] : INFO : Epoch 1898 | loss: 0.0311177 | val_loss: 0.0311881 | Time: 1998.4 ms [2021-05-03 02:26:01 main:581] : INFO : Epoch 1899 | loss: 0.0311174 | val_loss: 0.0311897 | Time: 1990.84 ms [2021-05-03 02:26:03 main:581] : INFO : Epoch 1900 | loss: 0.0311138 | val_loss: 0.0311959 | Time: 1990.46 ms [2021-05-03 02:26:05 main:581] : INFO : Epoch 1901 | loss: 0.0311141 | val_loss: 0.0312 | Time: 2004.53 ms [2021-05-03 02:26:07 main:581] : INFO : Epoch 1902 | loss: 0.0311123 | val_loss: 0.0311914 | Time: 2049.76 ms [2021-05-03 02:26:09 main:581] : INFO : Epoch 1903 | loss: 0.0311162 | val_loss: 0.0311944 | Time: 2018.97 ms [2021-05-03 02:26:11 main:581] : INFO : Epoch 1904 | loss: 0.0311312 | val_loss: 0.0311842 | Time: 2017.5 ms [2021-05-03 02:26:13 main:581] : INFO : Epoch 1905 | loss: 0.0311384 | val_loss: 0.0311848 | Time: 1979.24 ms [2021-05-03 02:26:15 main:581] : INFO : Epoch 1906 | loss: 0.0311355 | val_loss: 0.0311878 | Time: 2005.12 ms [2021-05-03 02:26:17 main:581] : INFO : Epoch 1907 | loss: 0.0311333 | val_loss: 0.031187 | Time: 2094.79 ms [2021-05-03 02:26:19 main:581] : INFO : Epoch 1908 | loss: 0.0311315 | val_loss: 0.0311917 | Time: 2027.08 ms [2021-05-03 02:26:21 main:581] : INFO : Epoch 1909 | loss: 0.0311339 | val_loss: 0.031194 | Time: 2006.33 ms [2021-05-03 02:26:23 main:581] : INFO : Epoch 1910 | loss: 0.0311285 | val_loss: 0.0311906 | Time: 2032.69 ms [2021-05-03 02:26:25 main:581] : INFO : Epoch 1911 | loss: 0.0311263 | val_loss: 0.0311923 | Time: 1957.52 ms [2021-05-03 02:26:27 main:581] : INFO : Epoch 1912 | loss: 0.0311246 | val_loss: 0.031189 | Time: 1964.41 ms [2021-05-03 02:26:29 main:581] : INFO : Epoch 1913 | loss: 0.0311195 | val_loss: 0.0311875 | Time: 1937.56 ms [2021-05-03 02:26:31 main:581] : INFO : Epoch 1914 | loss: 0.0311227 | val_loss: 0.0311851 | Time: 1994.16 ms [2021-05-03 02:26:33 main:581] : INFO : Epoch 1915 | loss: 0.0311189 | val_loss: 0.031191 | Time: 1985.69 ms [2021-05-03 02:26:35 main:581] : INFO : Epoch 1916 | loss: 0.0311184 | val_loss: 0.0311919 | Time: 1981.76 ms [2021-05-03 02:26:37 main:581] : INFO : Epoch 1917 | loss: 0.0311167 | val_loss: 0.031189 | Time: 2026 ms [2021-05-03 02:26:39 main:581] : INFO : Epoch 1918 | loss: 0.0311164 | val_loss: 0.0311883 | Time: 2006.37 ms [2021-05-03 02:26:41 main:581] : INFO : Epoch 1919 | loss: 0.0311151 | val_loss: 0.0311884 | Time: 2021.22 ms [2021-05-03 02:26:43 main:581] : INFO : Epoch 1920 | loss: 0.031116 | val_loss: 0.0311916 | Time: 2020.94 ms [2021-05-03 02:26:45 main:581] : INFO : Epoch 1921 | loss: 0.0311192 | val_loss: 0.0311903 | Time: 1970.99 ms [2021-05-03 02:26:47 main:581] : INFO : Epoch 1922 | loss: 0.0311153 | val_loss: 0.0311895 | Time: 2015.03 ms [2021-05-03 02:26:49 main:581] : INFO : Epoch 1923 | loss: 0.0311138 | val_loss: 0.0311982 | Time: 1938.06 ms [2021-05-03 02:26:51 main:581] : INFO : Epoch 1924 | loss: 0.031116 | val_loss: 0.0311939 | Time: 1998.48 ms [2021-05-03 02:26:53 main:581] : INFO : Epoch 1925 | loss: 0.0311142 | val_loss: 0.0311966 | Time: 2023.7 ms [2021-05-03 02:26:55 main:581] : INFO : Epoch 1926 | loss: 0.0311137 | val_loss: 0.0311944 | Time: 2000.76 ms [2021-05-03 02:26:57 main:581] : INFO : Epoch 1927 | loss: 0.0311103 | val_loss: 0.0311901 | Time: 1967.19 ms [2021-05-03 02:26:59 main:581] : INFO : Epoch 1928 | loss: 0.0311115 | val_loss: 0.0311971 | Time: 2072.38 ms [2021-05-03 02:27:01 main:581] : INFO : Epoch 1929 | loss: 0.0311184 | val_loss: 0.0311914 | Time: 2023.48 ms [2021-05-03 02:27:03 main:581] : INFO : Epoch 1930 | loss: 0.0311164 | val_loss: 0.031194 | Time: 1973.7 ms [2021-05-03 02:27:05 main:581] : INFO : Epoch 1931 | loss: 0.0311329 | val_loss: 0.0311853 | Time: 2011.6 ms [2021-05-03 02:27:07 main:581] : INFO : Epoch 1932 | loss: 0.0311287 | val_loss: 0.0311906 | Time: 1987.92 ms [2021-05-03 02:27:09 main:581] : INFO : Epoch 1933 | loss: 0.0311241 | val_loss: 0.0311995 | Time: 1959.66 ms [2021-05-03 02:27:11 main:581] : INFO : Epoch 1934 | loss: 0.0311221 | val_loss: 0.0311997 | Time: 2019.33 ms [2021-05-03 02:27:13 main:581] : INFO : Epoch 1935 | loss: 0.0311194 | val_loss: 0.0311992 | Time: 2009.28 ms [2021-05-03 02:27:15 main:581] : INFO : Epoch 1936 | loss: 0.0311168 | val_loss: 0.0311876 | Time: 2027.94 ms [2021-05-03 02:27:17 main:581] : INFO : Epoch 1937 | loss: 0.0311146 | val_loss: 0.0312018 | Time: 2018.47 ms [2021-05-03 02:27:19 main:581] : INFO : Epoch 1938 | loss: 0.0311128 | val_loss: 0.0311928 | Time: 1936.6 ms [2021-05-03 02:27:21 main:581] : INFO : Epoch 1939 | loss: 0.0311095 | val_loss: 0.0311962 | Time: 1942.91 ms [2021-05-03 02:27:23 main:581] : INFO : Epoch 1940 | loss: 0.0311114 | val_loss: 0.0311939 | Time: 1968.27 ms [2021-05-03 02:27:25 main:581] : INFO : Epoch 1941 | loss: 0.0311125 | val_loss: 0.0311944 | Time: 1983.07 ms [2021-05-03 02:27:27 main:581] : INFO : Epoch 1942 | loss: 0.0311113 | val_loss: 0.0312002 | Time: 2007.92 ms [2021-05-03 02:27:29 main:581] : INFO : Epoch 1943 | loss: 0.0311076 | val_loss: 0.0311972 | Time: 2015.43 ms [2021-05-03 02:27:31 main:581] : INFO : Epoch 1944 | loss: 0.0311147 | val_loss: 0.0312007 | Time: 1990.36 ms [2021-05-03 02:27:33 main:581] : INFO : Epoch 1945 | loss: 0.0311112 | val_loss: 0.0311916 | Time: 1958.77 ms [2021-05-03 02:27:35 main:581] : INFO : Epoch 1946 | loss: 0.0311108 | val_loss: 0.0311974 | Time: 1948.58 ms [2021-05-03 02:27:37 main:581] : INFO : Epoch 1947 | loss: 0.0311108 | val_loss: 0.0311969 | Time: 1978.17 ms [2021-05-03 02:27:39 main:581] : INFO : Epoch 1948 | loss: 0.0311174 | val_loss: 0.0311885 | Time: 1979.71 ms [2021-05-03 02:27:40 main:581] : INFO : Epoch 1949 | loss: 0.0311263 | val_loss: 0.0311913 | Time: 1952.81 ms [2021-05-03 02:27:42 main:581] : INFO : Epoch 1950 | loss: 0.0311248 | val_loss: 0.0311937 | Time: 1940.55 ms [2021-05-03 02:27:44 main:581] : INFO : Epoch 1951 | loss: 0.0311208 | val_loss: 0.0311982 | Time: 1982.64 ms [2021-05-03 02:27:46 main:581] : INFO : Epoch 1952 | loss: 0.0311174 | val_loss: 0.0311925 | Time: 1972.6 ms [2021-05-03 02:27:48 main:581] : INFO : Epoch 1953 | loss: 0.0311211 | val_loss: 0.0311878 | Time: 1963.96 ms [2021-05-03 02:27:50 main:581] : INFO : Epoch 1954 | loss: 0.0311154 | val_loss: 0.0311893 | Time: 1950.07 ms [2021-05-03 02:27:52 main:581] : INFO : Epoch 1955 | loss: 0.0311119 | val_loss: 0.0311928 | Time: 2012.61 ms [2021-05-03 02:27:54 main:581] : INFO : Epoch 1956 | loss: 0.0311121 | val_loss: 0.031194 | Time: 1978.59 ms [2021-05-03 02:27:56 main:581] : INFO : Epoch 1957 | loss: 0.0311131 | val_loss: 0.0311904 | Time: 1966.67 ms [2021-05-03 02:27:58 main:581] : INFO : Epoch 1958 | loss: 0.0311108 | val_loss: 0.0311883 | Time: 2045.57 ms [2021-05-03 02:28:00 main:581] : INFO : Epoch 1959 | loss: 0.0311083 | val_loss: 0.0312033 | Time: 2018.7 ms [2021-05-03 02:28:02 main:581] : INFO : Epoch 1960 | loss: 0.0311121 | val_loss: 0.0311988 | Time: 2011.72 ms [2021-05-03 02:28:04 main:581] : INFO : Epoch 1961 | loss: 0.0311104 | val_loss: 0.0311896 | Time: 2003.61 ms [2021-05-03 02:28:06 main:581] : INFO : Epoch 1962 | loss: 0.0311083 | val_loss: 0.0312022 | Time: 1913.25 ms [2021-05-03 02:28:08 main:581] : INFO : Epoch 1963 | loss: 0.0311083 | val_loss: 0.0311905 | Time: 2005.65 ms [2021-05-03 02:28:10 main:581] : INFO : Epoch 1964 | loss: 0.0311107 | val_loss: 0.031192 | Time: 1980.96 ms [2021-05-03 02:28:12 main:581] : INFO : Epoch 1965 | loss: 0.0311084 | val_loss: 0.0312006 | Time: 2022.5 ms [2021-05-03 02:28:14 main:581] : INFO : Epoch 1966 | loss: 0.0311206 | val_loss: 0.0311828 | Time: 1931.99 ms [2021-05-03 02:28:16 main:581] : INFO : Epoch 1967 | loss: 0.0311228 | val_loss: 0.0311845 | Time: 1942.66 ms [2021-05-03 02:28:18 main:581] : INFO : Epoch 1968 | loss: 0.0311197 | val_loss: 0.0311901 | Time: 1960.94 ms [2021-05-03 02:28:20 main:581] : INFO : Epoch 1969 | loss: 0.0311162 | val_loss: 0.0311959 | Time: 2022.83 ms [2021-05-03 02:28:22 main:581] : INFO : Epoch 1970 | loss: 0.0311149 | val_loss: 0.0311987 | Time: 1995.82 ms [2021-05-03 02:28:24 main:581] : INFO : Epoch 1971 | loss: 0.0311087 | val_loss: 0.0311968 | Time: 2019.41 ms [2021-05-03 02:28:26 main:581] : INFO : Epoch 1972 | loss: 0.0311097 | val_loss: 0.0311967 | Time: 1964.26 ms [2021-05-03 02:28:28 main:581] : INFO : Epoch 1973 | loss: 0.0311126 | val_loss: 0.0312002 | Time: 2015.19 ms [2021-05-03 02:28:30 main:581] : INFO : Epoch 1974 | loss: 0.0311124 | val_loss: 0.0311954 | Time: 1966.44 ms [2021-05-03 02:28:32 main:581] : INFO : Epoch 1975 | loss: 0.0311147 | val_loss: 0.0311949 | Time: 1995.3 ms [2021-05-03 02:28:34 main:581] : INFO : Epoch 1976 | loss: 0.0311134 | val_loss: 0.0311986 | Time: 2008.86 ms [2021-05-03 02:28:36 main:581] : INFO : Epoch 1977 | loss: 0.0311135 | val_loss: 0.0312002 | Time: 1981.54 ms [2021-05-03 02:28:38 main:581] : INFO : Epoch 1978 | loss: 0.0311165 | val_loss: 0.0311904 | Time: 2010.27 ms [2021-05-03 02:28:40 main:581] : INFO : Epoch 1979 | loss: 0.0311151 | val_loss: 0.0311993 | Time: 1950.46 ms [2021-05-03 02:28:42 main:581] : INFO : Epoch 1980 | loss: 0.0311141 | val_loss: 0.0311913 | Time: 1971.28 ms [2021-05-03 02:28:44 main:581] : INFO : Epoch 1981 | loss: 0.0311095 | val_loss: 0.0311979 | Time: 2014.9 ms [2021-05-03 02:28:46 main:581] : INFO : Epoch 1982 | loss: 0.0311119 | val_loss: 0.0311904 | Time: 1999.92 ms [2021-05-03 02:28:48 main:581] : INFO : Epoch 1983 | loss: 0.0311089 | val_loss: 0.0311958 | Time: 1978.59 ms [2021-05-03 02:28:50 main:581] : INFO : Epoch 1984 | loss: 0.0311103 | val_loss: 0.0312001 | Time: 1999.29 ms [2021-05-03 02:28:52 main:581] : INFO : Epoch 1985 | loss: 0.031108 | val_loss: 0.0311956 | Time: 1952.44 ms [2021-05-03 02:28:54 main:581] : INFO : Epoch 1986 | loss: 0.0311104 | val_loss: 0.0311849 | Time: 1943.9 ms [2021-05-03 02:28:56 main:581] : INFO : Epoch 1987 | loss: 0.0311092 | val_loss: 0.0311988 | Time: 1997.03 ms [2021-05-03 02:28:58 main:581] : INFO : Epoch 1988 | loss: 0.0311084 | val_loss: 0.0311946 | Time: 1989.22 ms [2021-05-03 02:29:00 main:581] : INFO : Epoch 1989 | loss: 0.0311079 | val_loss: 0.0311934 | Time: 2005.54 ms [2021-05-03 02:29:02 main:581] : INFO : Epoch 1990 | loss: 0.0311102 | val_loss: 0.0311949 | Time: 2004.32 ms [2021-05-03 02:29:04 main:581] : INFO : Epoch 1991 | loss: 0.0311133 | val_loss: 0.031198 | Time: 2022.96 ms [2021-05-03 02:29:06 main:581] : INFO : Epoch 1992 | loss: 0.0311172 | val_loss: 0.0311904 | Time: 2016.24 ms [2021-05-03 02:29:08 main:581] : INFO : Epoch 1993 | loss: 0.031112 | val_loss: 0.0311932 | Time: 1986.78 ms [2021-05-03 02:29:10 main:581] : INFO : Epoch 1994 | loss: 0.0311121 | val_loss: 0.0311923 | Time: 1943.12 ms [2021-05-03 02:29:12 main:581] : INFO : Epoch 1995 | loss: 0.0311167 | val_loss: 0.0311908 | Time: 2046.89 ms [2021-05-03 02:29:14 main:581] : INFO : Epoch 1996 | loss: 0.0311184 | val_loss: 0.0311927 | Time: 1935.08 ms [2021-05-03 02:29:16 main:581] : INFO : Epoch 1997 | loss: 0.031113 | val_loss: 0.0311988 | Time: 1926.66 ms [2021-05-03 02:29:18 main:581] : INFO : Epoch 1998 | loss: 0.0311085 | val_loss: 0.0311937 | Time: 1979.32 ms [2021-05-03 02:29:20 main:581] : INFO : Epoch 1999 | loss: 0.0311054 | val_loss: 0.0311978 | Time: 1954.07 ms [2021-05-03 02:29:22 main:581] : INFO : Epoch 2000 | loss: 0.0311113 | val_loss: 0.0311945 | Time: 1979.33 ms [2021-05-03 02:29:24 main:581] : INFO : Epoch 2001 | loss: 0.0311123 | val_loss: 0.0311936 | Time: 1980.53 ms [2021-05-03 02:29:26 main:581] : INFO : Epoch 2002 | loss: 0.031108 | val_loss: 0.0311966 | Time: 1979.74 ms [2021-05-03 02:29:28 main:581] : INFO : Epoch 2003 | loss: 0.0311102 | val_loss: 0.0311957 | Time: 1943.16 ms [2021-05-03 02:29:30 main:581] : INFO : Epoch 2004 | loss: 0.0311103 | val_loss: 0.0311935 | Time: 2007.32 ms [2021-05-03 02:29:32 main:581] : INFO : Epoch 2005 | loss: 0.0311113 | val_loss: 0.0311981 | Time: 1992.06 ms [2021-05-03 02:29:34 main:581] : INFO : Epoch 2006 | loss: 0.0311118 | val_loss: 0.0312012 | Time: 2007.24 ms [2021-05-03 02:29:35 main:581] : INFO : Epoch 2007 | loss: 0.0311068 | val_loss: 0.0312033 | Time: 1909.95 ms [2021-05-03 02:29:37 main:581] : INFO : Epoch 2008 | loss: 0.031107 | val_loss: 0.0312017 | Time: 1953 ms [2021-05-03 02:29:39 main:581] : INFO : Epoch 2009 | loss: 0.031107 | val_loss: 0.0311999 | Time: 2017.39 ms [2021-05-03 02:29:41 main:581] : INFO : Epoch 2010 | loss: 0.0311051 | val_loss: 0.0312005 | Time: 2002.88 ms [2021-05-03 02:29:43 main:581] : INFO : Epoch 2011 | loss: 0.0311061 | val_loss: 0.031197 | Time: 1996.37 ms [2021-05-03 02:29:45 main:581] : INFO : Epoch 2012 | loss: 0.0311053 | val_loss: 0.0311977 | Time: 1974.87 ms [2021-05-03 02:29:47 main:581] : INFO : Epoch 2013 | loss: 0.0311249 | val_loss: 0.0311891 | Time: 1969.27 ms [2021-05-03 02:29:49 main:581] : INFO : Epoch 2014 | loss: 0.0311184 | val_loss: 0.0311869 | Time: 1890.65 ms [2021-05-03 02:29:51 main:581] : INFO : Epoch 2015 | loss: 0.0311108 | val_loss: 0.0311995 | Time: 2050.07 ms [2021-05-03 02:29:53 main:581] : INFO : Epoch 2016 | loss: 0.0311041 | val_loss: 0.0311962 | Time: 1955.81 ms [2021-05-03 02:29:55 main:581] : INFO : Epoch 2017 | loss: 0.0311056 | val_loss: 0.0312003 | Time: 1961.8 ms [2021-05-03 02:29:57 main:581] : INFO : Epoch 2018 | loss: 0.0311029 | val_loss: 0.0311973 | Time: 1988.44 ms [2021-05-03 02:29:59 main:581] : INFO : Epoch 2019 | loss: 0.0311099 | val_loss: 0.0311971 | Time: 2044 ms [2021-05-03 02:30:01 main:581] : INFO : Epoch 2020 | loss: 0.0311102 | val_loss: 0.0311929 | Time: 1979.1 ms [2021-05-03 02:30:03 main:581] : INFO : Epoch 2021 | loss: 0.0311056 | val_loss: 0.0312035 | Time: 1977.79 ms [2021-05-03 02:30:05 main:581] : INFO : Epoch 2022 | loss: 0.0311041 | val_loss: 0.0311999 | Time: 1962.54 ms [2021-05-03 02:30:07 main:581] : INFO : Epoch 2023 | loss: 0.0311075 | val_loss: 0.0311945 | Time: 2011.62 ms [2021-05-03 02:30:09 main:581] : INFO : Epoch 2024 | loss: 0.0311037 | val_loss: 0.031199 | Time: 1991.71 ms [2021-05-03 02:30:11 main:581] : INFO : Epoch 2025 | loss: 0.0311002 | val_loss: 0.0311958 | Time: 1899.62 ms [2021-05-03 02:30:13 main:581] : INFO : Epoch 2026 | loss: 0.0311037 | val_loss: 0.0312037 | Time: 1933.54 ms [2021-05-03 02:30:15 main:581] : INFO : Epoch 2027 | loss: 0.0310986 | val_loss: 0.0312023 | Time: 1940.41 ms [2021-05-03 02:30:17 main:581] : INFO : Epoch 2028 | loss: 0.0311025 | val_loss: 0.0311953 | Time: 1979.65 ms [2021-05-03 02:30:19 main:581] : INFO : Epoch 2029 | loss: 0.0311042 | val_loss: 0.0311979 | Time: 1982.64 ms [2021-05-03 02:30:21 main:581] : INFO : Epoch 2030 | loss: 0.0311028 | val_loss: 0.0312 | Time: 1947.37 ms [2021-05-03 02:30:23 main:581] : INFO : Epoch 2031 | loss: 0.0311023 | val_loss: 0.0311969 | Time: 2034.33 ms [2021-05-03 02:30:25 main:581] : INFO : Epoch 2032 | loss: 0.031103 | val_loss: 0.0311961 | Time: 1964.71 ms [2021-05-03 02:30:27 main:581] : INFO : Epoch 2033 | loss: 0.0310984 | val_loss: 0.0312155 | Time: 1963.11 ms [2021-05-03 02:30:29 main:581] : INFO : Epoch 2034 | loss: 0.031112 | val_loss: 0.0311968 | Time: 2014.07 ms [2021-05-03 02:30:31 main:581] : INFO : Epoch 2035 | loss: 0.0311113 | val_loss: 0.0311901 | Time: 2036.43 ms [2021-05-03 02:30:33 main:581] : INFO : Epoch 2036 | loss: 0.031107 | val_loss: 0.0311973 | Time: 2010.57 ms [2021-05-03 02:30:35 main:581] : INFO : Epoch 2037 | loss: 0.0311075 | val_loss: 0.0311932 | Time: 2027.31 ms [2021-05-03 02:30:37 main:581] : INFO : Epoch 2038 | loss: 0.0311105 | val_loss: 0.0311904 | Time: 1944.67 ms [2021-05-03 02:30:39 main:581] : INFO : Epoch 2039 | loss: 0.0311069 | val_loss: 0.0312011 | Time: 2008.46 ms [2021-05-03 02:30:41 main:581] : INFO : Epoch 2040 | loss: 0.0311091 | val_loss: 0.0311969 | Time: 2057.99 ms [2021-05-03 02:30:43 main:581] : INFO : Epoch 2041 | loss: 0.0311121 | val_loss: 0.0311995 | Time: 2006.99 ms [2021-05-03 02:30:45 main:581] : INFO : Epoch 2042 | loss: 0.0311171 | val_loss: 0.0311917 | Time: 1950.25 ms [2021-05-03 02:30:47 main:581] : INFO : Epoch 2043 | loss: 0.0311146 | val_loss: 0.0311916 | Time: 1990.09 ms [2021-05-03 02:30:49 main:581] : INFO : Epoch 2044 | loss: 0.0311091 | val_loss: 0.0311984 | Time: 1994.79 ms [2021-05-03 02:30:51 main:581] : INFO : Epoch 2045 | loss: 0.0311297 | val_loss: 0.031182 | Time: 1923.27 ms [2021-05-03 02:30:53 main:581] : INFO : Epoch 2046 | loss: 0.031139 | val_loss: 0.0311865 | Time: 2018.58 ms [2021-05-03 02:30:55 main:581] : INFO : Epoch 2047 | loss: 0.0311303 | val_loss: 0.0311879 | Time: 1994.97 ms [2021-05-03 02:30:57 main:581] : INFO : Epoch 2048 | loss: 0.0311224 | val_loss: 0.0311896 | Time: 2016.36 ms [2021-05-03 02:30:57 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311896 [2021-05-03 02:30:57 main:610] : INFO : Saving end state to config to file [2021-05-03 02:30:57 main:615] : INFO : Success, exiting.. 02:30:57 (1661184): 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)