Task 5107811
| Name | ParityModified-1619581285-17913-0_0 |
| Workunit | 3065538 |
| Created | 28 Apr 2021, 3:41:27 UTC |
| Sent | 5 May 2021, 4:25:37 UTC |
| Report deadline | 13 May 2021, 4:25:37 UTC |
| Received | 5 May 2021, 12:25:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 10 min 22 sec |
| CPU time | 1 hours 10 min 15 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 | 2.34 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> ain:581] : INFO : Epoch 1538 | loss: 0.0309479 | val_loss: 0.0313326 | Time: 2014.13 ms [2021-05-05 08:08:13 main:581] : INFO : Epoch 1539 | loss: 0.0309493 | val_loss: 0.0313359 | Time: 2042.28 ms [2021-05-05 08:08:15 main:581] : INFO : Epoch 1540 | loss: 0.030949 | val_loss: 0.0313813 | Time: 2138.46 ms [2021-05-05 08:08:17 main:581] : INFO : Epoch 1541 | loss: 0.0309556 | val_loss: 0.0313363 | Time: 2035.04 ms [2021-05-05 08:08:19 main:581] : INFO : Epoch 1542 | loss: 0.0309571 | val_loss: 0.0313665 | Time: 2081.03 ms [2021-05-05 08:08:21 main:581] : INFO : Epoch 1543 | loss: 0.0309546 | val_loss: 0.0313254 | Time: 2056.83 ms [2021-05-05 08:08:23 main:581] : INFO : Epoch 1544 | loss: 0.0309509 | val_loss: 0.0313667 | Time: 2006.13 ms [2021-05-05 08:08:25 main:581] : INFO : Epoch 1545 | loss: 0.0309444 | val_loss: 0.0313046 | Time: 1985.8 ms [2021-05-05 08:08:27 main:581] : INFO : Epoch 1546 | loss: 0.0309492 | val_loss: 0.0313531 | Time: 2006.14 ms [2021-05-05 08:08:29 main:581] : INFO : Epoch 1547 | loss: 0.030944 | val_loss: 0.0313578 | Time: 2003.32 ms [2021-05-05 08:08:32 main:581] : INFO : Epoch 1548 | loss: 0.0309467 | val_loss: 0.0313831 | Time: 2021.81 ms [2021-05-05 08:08:34 main:581] : INFO : Epoch 1549 | loss: 0.0309498 | val_loss: 0.0313422 | Time: 2026.83 ms [2021-05-05 08:08:36 main:581] : INFO : Epoch 1550 | loss: 0.0309504 | val_loss: 0.031355 | Time: 2022.61 ms [2021-05-05 08:08:38 main:581] : INFO : Epoch 1551 | loss: 0.0309549 | val_loss: 0.0313361 | Time: 2050.99 ms [2021-05-05 08:08:40 main:581] : INFO : Epoch 1552 | loss: 0.0309471 | val_loss: 0.0313216 | Time: 1998.15 ms [2021-05-05 08:08:42 main:581] : INFO : Epoch 1553 | loss: 0.030956 | val_loss: 0.0313378 | Time: 2009.86 ms [2021-05-05 08:08:44 main:581] : INFO : Epoch 1554 | loss: 0.0309472 | val_loss: 0.0313187 | Time: 1960.1 ms [2021-05-05 08:08:46 main:581] : INFO : Epoch 1555 | loss: 0.0309511 | val_loss: 0.0313519 | Time: 2024.8 ms [2021-05-05 08:08:48 main:581] : INFO : Epoch 1556 | loss: 0.030956 | val_loss: 0.0313436 | Time: 2058.11 ms [2021-05-05 08:08:50 main:581] : INFO : Epoch 1557 | loss: 0.0309564 | val_loss: 0.0313546 | Time: 2010.5 ms [2021-05-05 08:08:52 main:581] : INFO : Epoch 1558 | loss: 0.0309594 | val_loss: 0.0313622 | Time: 1987.47 ms [2021-05-05 08:08:54 main:581] : INFO : Epoch 1559 | loss: 0.0309532 | val_loss: 0.0313457 | Time: 2024.24 ms [2021-05-05 08:08:56 main:581] : INFO : Epoch 1560 | loss: 0.0309482 | val_loss: 0.0313368 | Time: 1991.71 ms [2021-05-05 08:08:58 main:581] : INFO : Epoch 1561 | loss: 0.0309479 | val_loss: 0.0313605 | Time: 1998.78 ms [2021-05-05 08:09:00 main:581] : INFO : Epoch 1562 | loss: 0.0309587 | val_loss: 0.0313527 | Time: 2067.54 ms [2021-05-05 08:09:02 main:581] : INFO : Epoch 1563 | loss: 0.0309452 | val_loss: 0.0313171 | Time: 1899.13 ms [2021-05-05 08:09:04 main:581] : INFO : Epoch 1564 | loss: 0.0309455 | val_loss: 0.0313384 | Time: 1971.65 ms [2021-05-05 08:09:06 main:581] : INFO : Epoch 1565 | loss: 0.0309446 | val_loss: 0.0313308 | Time: 2012.26 ms [2021-05-05 08:09:08 main:581] : INFO : Epoch 1566 | loss: 0.0309532 | val_loss: 0.0313313 | Time: 2051.75 ms [2021-05-05 08:09:10 main:581] : INFO : Epoch 1567 | loss: 0.0309434 | val_loss: 0.0313607 | Time: 2051.1 ms [2021-05-05 08:09:12 main:581] : INFO : Epoch 1568 | loss: 0.0309442 | val_loss: 0.0313564 | Time: 2030.77 ms [2021-05-05 08:09:14 main:581] : INFO : Epoch 1569 | loss: 0.0309498 | val_loss: 0.0313756 | Time: 2039.91 ms [2021-05-05 08:09:16 main:581] : INFO : Epoch 1570 | loss: 0.0309585 | val_loss: 0.0313315 | Time: 2038.52 ms [2021-05-05 08:09:18 main:581] : INFO : Epoch 1571 | loss: 0.0309556 | val_loss: 0.0313588 | Time: 2001.81 ms [2021-05-05 08:09:20 main:581] : INFO : Epoch 1572 | loss: 0.0309431 | val_loss: 0.0313588 | Time: 2046.89 ms [2021-05-05 08:09:22 main:581] : INFO : Epoch 1573 | loss: 0.0309412 | val_loss: 0.0313263 | Time: 1992.72 ms [2021-05-05 08:09:24 main:581] : INFO : Epoch 1574 | loss: 0.030946 | val_loss: 0.0313689 | Time: 2016.79 ms [2021-05-05 08:09:26 main:581] : INFO : Epoch 1575 | loss: 0.0309444 | val_loss: 0.0313635 | Time: 2051.19 ms [2021-05-05 08:09:28 main:581] : INFO : Epoch 1576 | loss: 0.0309429 | val_loss: 0.0313573 | Time: 2001.91 ms [2021-05-05 08:09:30 main:581] : INFO : Epoch 1577 | loss: 0.0309474 | val_loss: 0.0313565 | Time: 2052.11 ms [2021-05-05 08:09:32 main:581] : INFO : Epoch 1578 | loss: 0.0309611 | val_loss: 0.0313252 | Time: 2130.48 ms [2021-05-05 08:09:34 main:581] : INFO : Epoch 1579 | loss: 0.0309546 | val_loss: 0.0313542 | Time: 2125.23 ms [2021-05-05 08:09:37 main:581] : INFO : Epoch 1580 | loss: 0.0309522 | val_loss: 0.0313667 | Time: 2326.27 ms [2021-05-05 08:09:39 main:581] : INFO : Epoch 1581 | loss: 0.0309537 | val_loss: 0.0313459 | Time: 2035.65 ms [2021-05-05 08:09:40 main:581] : INFO : Epoch 1582 | loss: 0.0309406 | val_loss: 0.0313618 | Time: 1797.79 ms [2021-05-05 08:09:42 main:581] : INFO : Epoch 1583 | loss: 0.0309393 | val_loss: 0.0313505 | Time: 1563.63 ms [2021-05-05 08:09:44 main:581] : INFO : Epoch 1584 | loss: 0.0309505 | val_loss: 0.0313385 | Time: 1885.47 ms [2021-05-05 08:09:46 main:581] : INFO : Epoch 1585 | loss: 0.0309517 | val_loss: 0.0313526 | Time: 1949.8 ms [2021-05-05 08:09:48 main:581] : INFO : Epoch 1586 | loss: 0.0309503 | val_loss: 0.0313435 | Time: 2006.04 ms [2021-05-05 08:09:50 main:581] : INFO : Epoch 1587 | loss: 0.0309473 | val_loss: 0.0313488 | Time: 2027.48 ms [2021-05-05 08:09:52 main:581] : INFO : Epoch 1588 | loss: 0.0309391 | val_loss: 0.0313681 | Time: 2031.35 ms [2021-05-05 08:09:54 main:581] : INFO : Epoch 1589 | loss: 0.0309411 | val_loss: 0.0313256 | Time: 2234.74 ms [2021-05-05 08:09:56 main:581] : INFO : Epoch 1590 | loss: 0.0309556 | val_loss: 0.0313527 | Time: 2068.73 ms [2021-05-05 08:09:58 main:581] : INFO : Epoch 1591 | loss: 0.0309525 | val_loss: 0.031351 | Time: 2079.2 ms [2021-05-05 08:10:00 main:581] : INFO : Epoch 1592 | loss: 0.0309536 | val_loss: 0.0313184 | Time: 2026.5 ms [2021-05-05 08:10:02 main:581] : INFO : Epoch 1593 | loss: 0.030949 | val_loss: 0.0313443 | Time: 1980.07 ms [2021-05-05 08:10:04 main:581] : INFO : Epoch 1594 | loss: 0.030944 | val_loss: 0.031364 | Time: 1979.26 ms [2021-05-05 08:10:06 main:581] : INFO : Epoch 1595 | loss: 0.0309458 | val_loss: 0.0313246 | Time: 2004.94 ms [2021-05-05 08:10:08 main:581] : INFO : Epoch 1596 | loss: 0.0309508 | val_loss: 0.0313581 | Time: 2013.17 ms [2021-05-05 08:10:10 main:581] : INFO : Epoch 1597 | loss: 0.0309524 | val_loss: 0.0313186 | Time: 2035.25 ms [2021-05-05 08:10:12 main:581] : INFO : Epoch 1598 | loss: 0.0309455 | val_loss: 0.0313554 | Time: 2028.71 ms [2021-05-05 08:10:14 main:581] : INFO : Epoch 1599 | loss: 0.0309462 | val_loss: 0.0313341 | Time: 2013.18 ms [2021-05-05 08:10:16 main:581] : INFO : Epoch 1600 | loss: 0.0309473 | val_loss: 0.0313926 | Time: 2073.85 ms [2021-05-05 08:10:18 main:581] : INFO : Epoch 1601 | loss: 0.0309888 | val_loss: 0.0312608 | Time: 2009.41 ms [2021-05-05 08:10:20 main:581] : INFO : Epoch 1602 | loss: 0.0310134 | val_loss: 0.0312918 | Time: 2034.83 ms [2021-05-05 08:10:23 main:581] : INFO : Epoch 1603 | loss: 0.030979 | val_loss: 0.031351 | Time: 2043.78 ms [2021-05-05 08:10:25 main:581] : INFO : Epoch 1604 | loss: 0.0309621 | val_loss: 0.0313268 | Time: 2017.41 ms [2021-05-05 08:10:27 main:581] : INFO : Epoch 1605 | loss: 0.0309546 | val_loss: 0.0313359 | Time: 1999.37 ms [2021-05-05 08:10:28 main:581] : INFO : Epoch 1606 | loss: 0.0309671 | val_loss: 0.0313369 | Time: 1960.37 ms [2021-05-05 08:10:31 main:581] : INFO : Epoch 1607 | loss: 0.0309588 | val_loss: 0.0313642 | Time: 2082.14 ms [2021-05-05 08:10:33 main:581] : INFO : Epoch 1608 | loss: 0.0309524 | val_loss: 0.0313141 | Time: 2003.42 ms [2021-05-05 08:10:35 main:581] : INFO : Epoch 1609 | loss: 0.0309592 | val_loss: 0.0313492 | Time: 1966.21 ms [2021-05-05 08:10:37 main:581] : INFO : Epoch 1610 | loss: 0.0309529 | val_loss: 0.0313402 | Time: 1953.7 ms [2021-05-05 08:10:39 main:581] : INFO : Epoch 1611 | loss: 0.0309529 | val_loss: 0.0313798 | Time: 1999.47 ms [2021-05-05 08:10:40 main:581] : INFO : Epoch 1612 | loss: 0.030953 | val_loss: 0.0313256 | Time: 1956.4 ms [2021-05-05 08:10:42 main:581] : INFO : Epoch 1613 | loss: 0.0309479 | val_loss: 0.0313313 | Time: 2012.98 ms [2021-05-05 08:10:45 main:581] : INFO : Epoch 1614 | loss: 0.0309437 | val_loss: 0.0313572 | Time: 2050.53 ms [2021-05-05 08:10:47 main:581] : INFO : Epoch 1615 | loss: 0.0309439 | val_loss: 0.03137 | Time: 1975.61 ms [2021-05-05 08:10:49 main:581] : INFO : Epoch 1616 | loss: 0.0309591 | val_loss: 0.0313367 | Time: 2135.93 ms [2021-05-05 08:10:51 main:581] : INFO : Epoch 1617 | loss: 0.0309504 | val_loss: 0.031392 | Time: 2061.55 ms [2021-05-05 08:10:53 main:581] : INFO : Epoch 1618 | loss: 0.0309474 | val_loss: 0.0313633 | Time: 2159.86 ms [2021-05-05 08:10:55 main:581] : INFO : Epoch 1619 | loss: 0.0309431 | val_loss: 0.0313504 | Time: 2136.58 ms [2021-05-05 08:10:57 main:581] : INFO : Epoch 1620 | loss: 0.0309417 | val_loss: 0.0313666 | Time: 2070.57 ms [2021-05-05 08:10:59 main:581] : INFO : Epoch 1621 | loss: 0.0309552 | val_loss: 0.0313428 | Time: 2001.68 ms [2021-05-05 08:11:01 main:581] : INFO : Epoch 1622 | loss: 0.0309565 | val_loss: 0.0313551 | Time: 1959.7 ms [2021-05-05 08:11:03 main:581] : INFO : Epoch 1623 | loss: 0.0309466 | val_loss: 0.031339 | Time: 2024.67 ms [2021-05-05 08:11:05 main:581] : INFO : Epoch 1624 | loss: 0.030947 | val_loss: 0.0314025 | Time: 1997.68 ms [2021-05-05 08:11:07 main:581] : INFO : Epoch 1625 | loss: 0.0309455 | val_loss: 0.0313135 | Time: 2029.03 ms [2021-05-05 08:11:09 main:581] : INFO : Epoch 1626 | loss: 0.0309613 | val_loss: 0.0313084 | Time: 1971.97 ms [2021-05-05 08:11:11 main:581] : INFO : Epoch 1627 | loss: 0.0309648 | val_loss: 0.031306 | Time: 1983.7 ms [2021-05-05 08:11:13 main:581] : INFO : Epoch 1628 | loss: 0.0309658 | val_loss: 0.0312789 | Time: 2057.05 ms [2021-05-05 08:11:15 main:581] : INFO : Epoch 1629 | loss: 0.0309548 | val_loss: 0.031379 | Time: 2038.25 ms [2021-05-05 08:11:17 main:581] : INFO : Epoch 1630 | loss: 0.0309481 | val_loss: 0.0313502 | Time: 2009.51 ms [2021-05-05 08:11:19 main:581] : INFO : Epoch 1631 | loss: 0.0309501 | val_loss: 0.0313769 | Time: 2015.34 ms [2021-05-05 08:11:21 main:581] : INFO : Epoch 1632 | loss: 0.0309482 | val_loss: 0.0313192 | Time: 1977.77 ms [2021-05-05 08:11:23 main:581] : INFO : Epoch 1633 | loss: 0.0309522 | val_loss: 0.031346 | Time: 2025.75 ms [2021-05-05 08:11:25 main:581] : INFO : Epoch 1634 | loss: 0.0309459 | val_loss: 0.0314026 | Time: 1961.68 ms [2021-05-05 08:11:27 main:581] : INFO : Epoch 1635 | loss: 0.0309441 | val_loss: 0.0313127 | Time: 1977.13 ms [2021-05-05 08:11:29 main:581] : INFO : Epoch 1636 | loss: 0.0309418 | val_loss: 0.0313551 | Time: 2002.14 ms [2021-05-05 08:11:31 main:581] : INFO : Epoch 1637 | loss: 0.0309424 | val_loss: 0.031343 | Time: 1992.79 ms [2021-05-05 08:11:33 main:581] : INFO : Epoch 1638 | loss: 0.0309501 | val_loss: 0.0313588 | Time: 2013.21 ms [2021-05-05 08:11:35 main:581] : INFO : Epoch 1639 | loss: 0.0309475 | val_loss: 0.0313472 | Time: 2018.05 ms [2021-05-05 08:11:37 main:581] : INFO : Epoch 1640 | loss: 0.0309434 | val_loss: 0.031412 | Time: 2016.95 ms [2021-05-05 08:11:39 main:581] : INFO : Epoch 1641 | loss: 0.0309409 | val_loss: 0.0313461 | Time: 2030.2 ms [2021-05-05 08:11:41 main:581] : INFO : Epoch 1642 | loss: 0.0309513 | val_loss: 0.0313391 | Time: 2044.06 ms [2021-05-05 08:11:43 main:581] : INFO : Epoch 1643 | loss: 0.0309467 | val_loss: 0.0313964 | Time: 2049.24 ms [2021-05-05 08:11:46 main:581] : INFO : Epoch 1644 | loss: 0.0309465 | val_loss: 0.0313483 | Time: 2317.43 ms [2021-05-05 08:11:48 main:581] : INFO : Epoch 1645 | loss: 0.0309527 | val_loss: 0.0313938 | Time: 2128.76 ms [2021-05-05 08:11:50 main:581] : INFO : Epoch 1646 | loss: 0.030948 | val_loss: 0.0313056 | Time: 2100.16 ms [2021-05-05 08:11:52 main:581] : INFO : Epoch 1647 | loss: 0.0309481 | val_loss: 0.031346 | Time: 2035.95 ms [2021-05-05 08:11:54 main:581] : INFO : Epoch 1648 | loss: 0.03095 | val_loss: 0.0313523 | Time: 2094.87 ms [2021-05-05 08:11:56 main:581] : INFO : Epoch 1649 | loss: 0.0309539 | val_loss: 0.0313492 | Time: 1948.19 ms [2021-05-05 08:11:58 main:581] : INFO : Epoch 1650 | loss: 0.0309436 | val_loss: 0.0313586 | Time: 2018.12 ms [2021-05-05 08:12:00 main:581] : INFO : Epoch 1651 | loss: 0.0309384 | val_loss: 0.0313909 | Time: 1992.85 ms [2021-05-05 08:12:02 main:581] : INFO : Epoch 1652 | loss: 0.0309551 | val_loss: 0.0313139 | Time: 2056.04 ms [2021-05-05 08:12:04 main:581] : INFO : Epoch 1653 | loss: 0.0309588 | val_loss: 0.0313458 | Time: 2072.65 ms [2021-05-05 08:12:06 main:581] : INFO : Epoch 1654 | loss: 0.0309578 | val_loss: 0.0313531 | Time: 1982.65 ms [2021-05-05 08:12:08 main:581] : INFO : Epoch 1655 | loss: 0.0309535 | val_loss: 0.0313838 | Time: 1951.15 ms [2021-05-05 08:12:10 main:581] : INFO : Epoch 1656 | loss: 0.030948 | val_loss: 0.031374 | Time: 1981.84 ms [2021-05-05 08:12:12 main:581] : INFO : Epoch 1657 | loss: 0.0309458 | val_loss: 0.0313669 | Time: 2069.41 ms [2021-05-05 08:12:14 main:581] : INFO : Epoch 1658 | loss: 0.0309514 | val_loss: 0.03134 | Time: 2086.04 ms [2021-05-05 08:12:16 main:581] : INFO : Epoch 1659 | loss: 0.0309491 | val_loss: 0.0313481 | Time: 2127.78 ms [2021-05-05 08:12:18 main:581] : INFO : Epoch 1660 | loss: 0.0309486 | val_loss: 0.0313561 | Time: 2022.95 ms [2021-05-05 08:12:20 main:581] : INFO : Epoch 1661 | loss: 0.0309447 | val_loss: 0.0313361 | Time: 1989.75 ms [2021-05-05 08:12:22 main:581] : INFO : Epoch 1662 | loss: 0.0309555 | val_loss: 0.0313383 | Time: 1958.08 ms [2021-05-05 08:12:24 main:581] : INFO : Epoch 1663 | loss: 0.0309453 | val_loss: 0.0313402 | Time: 2001.5 ms [2021-05-05 08:12:26 main:581] : INFO : Epoch 1664 | loss: 0.0309486 | val_loss: 0.0313705 | Time: 2073.47 ms [2021-05-05 08:12:28 main:581] : INFO : Epoch 1665 | loss: 0.0309483 | val_loss: 0.031372 | Time: 2081.97 ms [2021-05-05 08:12:30 main:581] : INFO : Epoch 1666 | loss: 0.0309566 | val_loss: 0.0313391 | Time: 2077.5 ms [2021-05-05 08:12:33 main:581] : INFO : Epoch 1667 | loss: 0.0309659 | val_loss: 0.0313825 | Time: 2085.88 ms [2021-05-05 08:12:35 main:581] : INFO : Epoch 1668 | loss: 0.0309613 | val_loss: 0.0313457 | Time: 2098.42 ms [2021-05-05 08:12:37 main:581] : INFO : Epoch 1669 | loss: 0.0309447 | val_loss: 0.0313583 | Time: 2044.4 ms [2021-05-05 08:12:39 main:581] : INFO : Epoch 1670 | loss: 0.030941 | val_loss: 0.0313435 | Time: 2068.8 ms [2021-05-05 08:12:41 main:581] : INFO : Epoch 1671 | loss: 0.0309531 | val_loss: 0.031361 | Time: 2014.61 ms [2021-05-05 08:12:43 main:581] : INFO : Epoch 1672 | loss: 0.0309593 | val_loss: 0.0313277 | Time: 1831.93 ms [2021-05-05 08:12:45 main:581] : INFO : Epoch 1673 | loss: 0.0309502 | val_loss: 0.031349 | Time: 1959.91 ms [2021-05-05 08:12:46 main:581] : INFO : Epoch 1674 | loss: 0.0309436 | val_loss: 0.0313551 | Time: 1923.59 ms [2021-05-05 08:12:49 main:581] : INFO : Epoch 1675 | loss: 0.0309549 | val_loss: 0.0313648 | Time: 2025.87 ms [2021-05-05 08:12:51 main:581] : INFO : Epoch 1676 | loss: 0.0309488 | val_loss: 0.0313333 | Time: 2021.99 ms [2021-05-05 08:12:53 main:581] : INFO : Epoch 1677 | loss: 0.0309503 | val_loss: 0.0313547 | Time: 1989.48 ms [2021-05-05 08:12:55 main:581] : INFO : Epoch 1678 | loss: 0.0309566 | val_loss: 0.0313228 | Time: 2043.58 ms [2021-05-05 08:12:57 main:581] : INFO : Epoch 1679 | loss: 0.030953 | val_loss: 0.0313532 | Time: 2067.1 ms [2021-05-05 08:12:59 main:581] : INFO : Epoch 1680 | loss: 0.0309425 | val_loss: 0.0313375 | Time: 2030.92 ms [2021-05-05 08:13:01 main:581] : INFO : Epoch 1681 | loss: 0.0309523 | val_loss: 0.0313423 | Time: 2035.26 ms [2021-05-05 08:13:03 main:581] : INFO : Epoch 1682 | loss: 0.0309577 | val_loss: 0.0313605 | Time: 2016.45 ms [2021-05-05 08:13:05 main:581] : INFO : Epoch 1683 | loss: 0.0309603 | val_loss: 0.0313211 | Time: 1992.07 ms [2021-05-05 08:13:07 main:581] : INFO : Epoch 1684 | loss: 0.0309555 | val_loss: 0.0313441 | Time: 1929.67 ms [2021-05-05 08:13:09 main:581] : INFO : Epoch 1685 | loss: 0.0309475 | val_loss: 0.0313477 | Time: 2151.69 ms [2021-05-05 08:13:11 main:581] : INFO : Epoch 1686 | loss: 0.0309381 | val_loss: 0.0313333 | Time: 2132.75 ms [2021-05-05 08:13:13 main:581] : INFO : Epoch 1687 | loss: 0.0309401 | val_loss: 0.031327 | Time: 2045.22 ms [2021-05-05 08:13:15 main:581] : INFO : Epoch 1688 | loss: 0.0309508 | val_loss: 0.0313423 | Time: 2001.98 ms [2021-05-05 08:13:17 main:581] : INFO : Epoch 1689 | loss: 0.0309632 | val_loss: 0.0313213 | Time: 2054.86 ms [2021-05-05 08:13:19 main:581] : INFO : Epoch 1690 | loss: 0.0309517 | val_loss: 0.0313696 | Time: 2148.18 ms [2021-05-05 08:13:21 main:581] : INFO : Epoch 1691 | loss: 0.0309435 | val_loss: 0.0313839 | Time: 2118.22 ms [2021-05-05 08:13:24 main:581] : INFO : Epoch 1692 | loss: 0.0309444 | val_loss: 0.0313235 | Time: 2246.64 ms [2021-05-05 08:13:26 main:581] : INFO : Epoch 1693 | loss: 0.0309433 | val_loss: 0.0313607 | Time: 2193.7 ms [2021-05-05 08:13:28 main:581] : INFO : Epoch 1694 | loss: 0.0309388 | val_loss: 0.0313737 | Time: 2032.6 ms [2021-05-05 08:13:30 main:581] : INFO : Epoch 1695 | loss: 0.0309409 | val_loss: 0.0313288 | Time: 2285.55 ms [2021-05-05 08:13:32 main:581] : INFO : Epoch 1696 | loss: 0.0309406 | val_loss: 0.0313349 | Time: 2049.89 ms [2021-05-05 08:13:34 main:581] : INFO : Epoch 1697 | loss: 0.0309437 | val_loss: 0.0313712 | Time: 2040.25 ms [2021-05-05 08:13:36 main:581] : INFO : Epoch 1698 | loss: 0.030947 | val_loss: 0.0313522 | Time: 2019.53 ms [2021-05-05 08:13:39 main:581] : INFO : Epoch 1699 | loss: 0.0309503 | val_loss: 0.0313688 | Time: 2384.62 ms [2021-05-05 08:13:41 main:581] : INFO : Epoch 1700 | loss: 0.0309646 | val_loss: 0.0313669 | Time: 2043.37 ms [2021-05-05 08:13:43 main:581] : INFO : Epoch 1701 | loss: 0.0309508 | val_loss: 0.0313552 | Time: 2058.77 ms [2021-05-05 08:13:45 main:581] : INFO : Epoch 1702 | loss: 0.0309377 | val_loss: 0.0313697 | Time: 2065.05 ms [2021-05-05 08:13:47 main:581] : INFO : Epoch 1703 | loss: 0.0309448 | val_loss: 0.0313472 | Time: 2064.23 ms [2021-05-05 08:13:49 main:581] : INFO : Epoch 1704 | loss: 0.0309482 | val_loss: 0.0313399 | Time: 2116.27 ms [2021-05-05 08:13:51 main:581] : INFO : Epoch 1705 | loss: 0.0309455 | val_loss: 0.0313542 | Time: 2039.32 ms [2021-05-05 08:13:53 main:581] : INFO : Epoch 1706 | loss: 0.0309449 | val_loss: 0.0313179 | Time: 2006.97 ms [2021-05-05 08:13:55 main:581] : INFO : Epoch 1707 | loss: 0.0309471 | val_loss: 0.0313477 | Time: 2048.95 ms [2021-05-05 08:13:57 main:581] : INFO : Epoch 1708 | loss: 0.0309709 | val_loss: 0.0313143 | Time: 1997.71 ms [2021-05-05 08:13:59 main:581] : INFO : Epoch 1709 | loss: 0.0309596 | val_loss: 0.0313363 | Time: 2020.55 ms [2021-05-05 08:14:01 main:581] : INFO : Epoch 1710 | loss: 0.0309539 | val_loss: 0.0313478 | Time: 2068.26 ms [2021-05-05 08:14:03 main:581] : INFO : Epoch 1711 | loss: 0.0309475 | val_loss: 0.0313773 | Time: 2050.37 ms [2021-05-05 08:14:05 main:581] : INFO : Epoch 1712 | loss: 0.0309499 | val_loss: 0.0313424 | Time: 2020.29 ms [2021-05-05 08:14:07 main:581] : INFO : Epoch 1713 | loss: 0.030941 | val_loss: 0.0313749 | Time: 2082.03 ms [2021-05-05 08:14:09 main:581] : INFO : Epoch 1714 | loss: 0.0309476 | val_loss: 0.0313226 | Time: 2016.09 ms [2021-05-05 08:14:11 main:581] : INFO : Epoch 1715 | loss: 0.0309588 | val_loss: 0.0313567 | Time: 2020.38 ms [2021-05-05 08:14:13 main:581] : INFO : Epoch 1716 | loss: 0.0309628 | val_loss: 0.0313145 | Time: 2050.44 ms [2021-05-05 08:14:15 main:581] : INFO : Epoch 1717 | loss: 0.0309577 | val_loss: 0.0313139 | Time: 1992.49 ms [2021-05-05 08:14:17 main:581] : INFO : Epoch 1718 | loss: 0.0309536 | val_loss: 0.0313771 | Time: 1950.4 ms [2021-05-05 08:14:19 main:581] : INFO : Epoch 1719 | loss: 0.0309481 | val_loss: 0.031303 | Time: 2141.25 ms [2021-05-05 08:14:22 main:581] : INFO : Epoch 1720 | loss: 0.0309571 | val_loss: 0.0313686 | Time: 2205.58 ms [2021-05-05 08:14:24 main:581] : INFO : Epoch 1721 | loss: 0.030945 | val_loss: 0.0313652 | Time: 2007.92 ms [2021-05-05 08:14:26 main:581] : INFO : Epoch 1722 | loss: 0.0309475 | val_loss: 0.0313723 | Time: 2021.64 ms [2021-05-05 08:14:28 main:581] : INFO : Epoch 1723 | loss: 0.0309504 | val_loss: 0.0313364 | Time: 2056.74 ms [2021-05-05 08:14:30 main:581] : INFO : Epoch 1724 | loss: 0.0309645 | val_loss: 0.0313014 | Time: 2067.21 ms [2021-05-05 08:14:32 main:581] : INFO : Epoch 1725 | loss: 0.0309688 | val_loss: 0.0313474 | Time: 2036.68 ms [2021-05-05 08:14:34 main:581] : INFO : Epoch 1726 | loss: 0.0309573 | val_loss: 0.0313229 | Time: 2057.83 ms [2021-05-05 08:14:36 main:581] : INFO : Epoch 1727 | loss: 0.0309439 | val_loss: 0.0313879 | Time: 2155.58 ms [2021-05-05 08:14:38 main:581] : INFO : Epoch 1728 | loss: 0.0309468 | val_loss: 0.0313202 | Time: 2022.86 ms [2021-05-05 08:14:40 main:581] : INFO : Epoch 1729 | loss: 0.030958 | val_loss: 0.0313688 | Time: 2015.91 ms [2021-05-05 08:14:42 main:581] : INFO : Epoch 1730 | loss: 0.0309632 | val_loss: 0.031335 | Time: 2055.75 ms [2021-05-05 08:14:44 main:581] : INFO : Epoch 1731 | loss: 0.0309561 | val_loss: 0.0313611 | Time: 2060.94 ms [2021-05-05 08:14:46 main:581] : INFO : Epoch 1732 | loss: 0.0309462 | val_loss: 0.031351 | Time: 1978.63 ms [2021-05-05 08:14:48 main:581] : INFO : Epoch 1733 | loss: 0.0309434 | val_loss: 0.0313425 | Time: 2028.27 ms [2021-05-05 08:14:50 main:581] : INFO : Epoch 1734 | loss: 0.030946 | val_loss: 0.0313372 | Time: 2042.33 ms [2021-05-05 08:14:52 main:581] : INFO : Epoch 1735 | loss: 0.0309458 | val_loss: 0.031365 | Time: 2054.61 ms [2021-05-05 08:14:54 main:581] : INFO : Epoch 1736 | loss: 0.0309544 | val_loss: 0.0313515 | Time: 2053.08 ms [2021-05-05 08:14:56 main:581] : INFO : Epoch 1737 | loss: 0.0309484 | val_loss: 0.031376 | Time: 2032.03 ms [2021-05-05 08:14:59 main:581] : INFO : Epoch 1738 | loss: 0.0309429 | val_loss: 0.0313454 | Time: 2165.43 ms [2021-05-05 08:15:01 main:581] : INFO : Epoch 1739 | loss: 0.030949 | val_loss: 0.0313323 | Time: 2187.35 ms [2021-05-05 08:15:03 main:581] : INFO : Epoch 1740 | loss: 0.0309484 | val_loss: 0.0313468 | Time: 2058.89 ms [2021-05-05 08:15:05 main:581] : INFO : Epoch 1741 | loss: 0.0309471 | val_loss: 0.0313228 | Time: 1988.46 ms [2021-05-05 08:15:07 main:581] : INFO : Epoch 1742 | loss: 0.0309489 | val_loss: 0.0313685 | Time: 2039.06 ms [2021-05-05 08:15:09 main:581] : INFO : Epoch 1743 | loss: 0.0309484 | val_loss: 0.0313893 | Time: 2064.52 ms [2021-05-05 08:15:11 main:581] : INFO : Epoch 1744 | loss: 0.0309427 | val_loss: 0.0313588 | Time: 2010.71 ms [2021-05-05 08:15:13 main:581] : INFO : Epoch 1745 | loss: 0.0309469 | val_loss: 0.0314388 | Time: 1990.97 ms [2021-05-05 08:15:15 main:581] : INFO : Epoch 1746 | loss: 0.0309565 | val_loss: 0.0313186 | Time: 2011.45 ms [2021-05-05 08:15:17 main:581] : INFO : Epoch 1747 | loss: 0.0309624 | val_loss: 0.0313411 | Time: 2047.85 ms [2021-05-05 08:15:19 main:581] : INFO : Epoch 1748 | loss: 0.0309532 | val_loss: 0.0313528 | Time: 1976.63 ms [2021-05-05 08:15:21 main:581] : INFO : Epoch 1749 | loss: 0.030944 | val_loss: 0.0313423 | Time: 2032.73 ms [2021-05-05 08:15:23 main:581] : INFO : Epoch 1750 | loss: 0.0309502 | val_loss: 0.0313436 | Time: 2007.82 ms [2021-05-05 08:15:25 main:581] : INFO : Epoch 1751 | loss: 0.0309593 | val_loss: 0.0313716 | Time: 2038.95 ms [2021-05-05 08:15:27 main:581] : INFO : Epoch 1752 | loss: 0.0309517 | val_loss: 0.0313545 | Time: 2075.5 ms [2021-05-05 08:15:29 main:581] : INFO : Epoch 1753 | loss: 0.0309482 | val_loss: 0.0313308 | Time: 1964.75 ms [2021-05-05 08:15:31 main:581] : INFO : Epoch 1754 | loss: 0.0309583 | val_loss: 0.0313343 | Time: 2013.95 ms [2021-05-05 08:15:33 main:581] : INFO : Epoch 1755 | loss: 0.0309588 | val_loss: 0.0313429 | Time: 1987.55 ms [2021-05-05 08:15:35 main:581] : INFO : Epoch 1756 | loss: 0.0309537 | val_loss: 0.0313469 | Time: 2029.46 ms [2021-05-05 08:15:37 main:581] : INFO : Epoch 1757 | loss: 0.030957 | val_loss: 0.0313185 | Time: 2015.15 ms [2021-05-05 08:15:39 main:581] : INFO : Epoch 1758 | loss: 0.030949 | val_loss: 0.0313565 | Time: 2016.48 ms [2021-05-05 08:15:41 main:581] : INFO : Epoch 1759 | loss: 0.0309411 | val_loss: 0.0313636 | Time: 2059.15 ms [2021-05-05 08:15:43 main:581] : INFO : Epoch 1760 | loss: 0.0309447 | val_loss: 0.0313691 | Time: 1969.88 ms [2021-05-05 08:15:45 main:581] : INFO : Epoch 1761 | loss: 0.0309533 | val_loss: 0.0313593 | Time: 2060.74 ms [2021-05-05 08:15:47 main:581] : INFO : Epoch 1762 | loss: 0.0309504 | val_loss: 0.0313483 | Time: 2064.02 ms [2021-05-05 08:15:49 main:581] : INFO : Epoch 1763 | loss: 0.0309459 | val_loss: 0.0313512 | Time: 2169.17 ms [2021-05-05 08:15:51 main:581] : INFO : Epoch 1764 | loss: 0.0309444 | val_loss: 0.0313598 | Time: 1991.89 ms [2021-05-05 08:15:53 main:581] : INFO : Epoch 1765 | loss: 0.0309472 | val_loss: 0.0313424 | Time: 1991.44 ms [2021-05-05 08:15:55 main:581] : INFO : Epoch 1766 | loss: 0.030944 | val_loss: 0.031369 | Time: 2010.14 ms [2021-05-05 08:15:57 main:581] : INFO : Epoch 1767 | loss: 0.0309571 | val_loss: 0.0313073 | Time: 1989.32 ms [2021-05-05 08:15:59 main:581] : INFO : Epoch 1768 | loss: 0.0309566 | val_loss: 0.0313337 | Time: 1921.7 ms [2021-05-05 08:16:01 main:581] : INFO : Epoch 1769 | loss: 0.0309629 | val_loss: 0.0313384 | Time: 1987.41 ms [2021-05-05 08:16:03 main:581] : INFO : Epoch 1770 | loss: 0.0309544 | val_loss: 0.0313673 | Time: 2027.1 ms [2021-05-05 08:16:05 main:581] : INFO : Epoch 1771 | loss: 0.0309428 | val_loss: 0.0313786 | Time: 2038.36 ms [2021-05-05 08:16:07 main:581] : INFO : Epoch 1772 | loss: 0.0309479 | val_loss: 0.0313617 | Time: 2008.75 ms [2021-05-05 08:16:09 main:581] : INFO : Epoch 1773 | loss: 0.0309427 | val_loss: 0.0313524 | Time: 1995.54 ms [2021-05-05 08:16:11 main:581] : INFO : Epoch 1774 | loss: 0.0309428 | val_loss: 0.0313214 | Time: 1985.91 ms [2021-05-05 08:16:13 main:581] : INFO : Epoch 1775 | loss: 0.0309554 | val_loss: 0.0313502 | Time: 2011.07 ms [2021-05-05 08:16:15 main:581] : INFO : Epoch 1776 | loss: 0.0309632 | val_loss: 0.0313301 | Time: 2018.5 ms [2021-05-05 08:16:17 main:581] : INFO : Epoch 1777 | loss: 0.0309576 | val_loss: 0.0313419 | Time: 2011.36 ms [2021-05-05 08:16:19 main:581] : INFO : Epoch 1778 | loss: 0.0309495 | val_loss: 0.0313225 | Time: 2091.02 ms [2021-05-05 08:16:22 main:581] : INFO : Epoch 1779 | loss: 0.0309494 | val_loss: 0.031359 | Time: 2049.72 ms [2021-05-05 08:16:24 main:581] : INFO : Epoch 1780 | loss: 0.030945 | val_loss: 0.0313405 | Time: 2047.93 ms [2021-05-05 08:16:26 main:581] : INFO : Epoch 1781 | loss: 0.0309459 | val_loss: 0.0313587 | Time: 2080.06 ms [2021-05-05 08:16:28 main:581] : INFO : Epoch 1782 | loss: 0.0309465 | val_loss: 0.0313751 | Time: 2023.63 ms [2021-05-05 08:16:30 main:581] : INFO : Epoch 1783 | loss: 0.030965 | val_loss: 0.0313721 | Time: 1940.45 ms [2021-05-05 08:16:32 main:581] : INFO : Epoch 1784 | loss: 0.0309724 | val_loss: 0.0313667 | Time: 2173.88 ms [2021-05-05 08:16:34 main:581] : INFO : Epoch 1785 | loss: 0.0309572 | val_loss: 0.0313664 | Time: 2148.04 ms [2021-05-05 08:16:36 main:581] : INFO : Epoch 1786 | loss: 0.0309429 | val_loss: 0.0313306 | Time: 2078.71 ms [2021-05-05 08:16:38 main:581] : INFO : Epoch 1787 | loss: 0.0309542 | val_loss: 0.0313666 | Time: 2244.66 ms [2021-05-05 08:16:41 main:581] : INFO : Epoch 1788 | loss: 0.0309416 | val_loss: 0.0313518 | Time: 2285.53 ms [2021-05-05 08:16:43 main:581] : INFO : Epoch 1789 | loss: 0.0309445 | val_loss: 0.0313346 | Time: 2171.54 ms [2021-05-05 08:16:45 main:581] : INFO : Epoch 1790 | loss: 0.030945 | val_loss: 0.0313674 | Time: 2069.42 ms [2021-05-05 08:16:47 main:581] : INFO : Epoch 1791 | loss: 0.0309489 | val_loss: 0.031333 | Time: 2044.28 ms [2021-05-05 08:16:49 main:581] : INFO : Epoch 1792 | loss: 0.0309626 | val_loss: 0.0313475 | Time: 2031.94 ms [2021-05-05 08:16:51 main:581] : INFO : Epoch 1793 | loss: 0.0309547 | val_loss: 0.0313722 | Time: 2010.95 ms [2021-05-05 08:16:53 main:581] : INFO : Epoch 1794 | loss: 0.0309477 | val_loss: 0.0313468 | Time: 2043.09 ms [2021-05-05 08:16:55 main:581] : INFO : Epoch 1795 | loss: 0.0309414 | val_loss: 0.0313541 | Time: 2033.32 ms [2021-05-05 08:16:57 main:581] : INFO : Epoch 1796 | loss: 0.0309397 | val_loss: 0.0313449 | Time: 1959.21 ms [2021-05-05 08:16:59 main:581] : INFO : Epoch 1797 | loss: 0.030955 | val_loss: 0.031314 | Time: 1973.8 ms [2021-05-05 08:17:01 main:581] : INFO : Epoch 1798 | loss: 0.030945 | val_loss: 0.0313238 | Time: 1978.87 ms [2021-05-05 08:17:03 main:581] : INFO : Epoch 1799 | loss: 0.0309423 | val_loss: 0.0313506 | Time: 2018.73 ms [2021-05-05 08:17:05 main:581] : INFO : Epoch 1800 | loss: 0.0309511 | val_loss: 0.0313352 | Time: 2138.41 ms [2021-05-05 08:17:07 main:581] : INFO : Epoch 1801 | loss: 0.0309518 | val_loss: 0.0313817 | Time: 1990.6 ms [2021-05-05 08:17:09 main:581] : INFO : Epoch 1802 | loss: 0.030941 | val_loss: 0.0313491 | Time: 2044.48 ms [2021-05-05 08:17:11 main:581] : INFO : Epoch 1803 | loss: 0.0309524 | val_loss: 0.0313059 | Time: 2006.76 ms [2021-05-05 08:17:13 main:581] : INFO : Epoch 1804 | loss: 0.0309574 | val_loss: 0.0313725 | Time: 1998.12 ms [2021-05-05 08:17:15 main:581] : INFO : Epoch 1805 | loss: 0.0309547 | val_loss: 0.031361 | Time: 2045.04 ms [2021-05-05 08:17:17 main:581] : INFO : Epoch 1806 | loss: 0.0309479 | val_loss: 0.03136 | Time: 2099.25 ms [2021-05-05 08:17:19 main:581] : INFO : Epoch 1807 | loss: 0.030947 | val_loss: 0.0313249 | Time: 2040.71 ms [2021-05-05 08:17:21 main:581] : INFO : Epoch 1808 | loss: 0.0309497 | val_loss: 0.0313283 | Time: 2063.46 ms [2021-05-05 08:17:23 main:581] : INFO : Epoch 1809 | loss: 0.0309466 | val_loss: 0.0313435 | Time: 2078.92 ms [2021-05-05 08:17:25 main:581] : INFO : Epoch 1810 | loss: 0.0309454 | val_loss: 0.0313529 | Time: 2027.94 ms [2021-05-05 08:17:27 main:581] : INFO : Epoch 1811 | loss: 0.0309439 | val_loss: 0.0313798 | Time: 2068.2 ms [2021-05-05 08:17:30 main:581] : INFO : Epoch 1812 | loss: 0.0309387 | val_loss: 0.0313354 | Time: 2034.89 ms [2021-05-05 08:17:32 main:581] : INFO : Epoch 1813 | loss: 0.0309443 | val_loss: 0.0313398 | Time: 2052.69 ms [2021-05-05 08:17:34 main:581] : INFO : Epoch 1814 | loss: 0.0309477 | val_loss: 0.0313394 | Time: 2052.78 ms [2021-05-05 08:17:36 main:581] : INFO : Epoch 1815 | loss: 0.0309438 | val_loss: 0.0313805 | Time: 2001.05 ms [2021-05-05 08:17:38 main:581] : INFO : Epoch 1816 | loss: 0.0309442 | val_loss: 0.0313269 | Time: 2006.57 ms [2021-05-05 08:17:40 main:581] : INFO : Epoch 1817 | loss: 0.030949 | val_loss: 0.0313416 | Time: 2083.21 ms [2021-05-05 08:17:42 main:581] : INFO : Epoch 1818 | loss: 0.0309483 | val_loss: 0.0313205 | Time: 2137.36 ms [2021-05-05 08:17:44 main:581] : INFO : Epoch 1819 | loss: 0.0309429 | val_loss: 0.0313449 | Time: 2060.77 ms [2021-05-05 08:17:46 main:581] : INFO : Epoch 1820 | loss: 0.0309454 | val_loss: 0.0313198 | Time: 2017.94 ms [2021-05-05 08:17:48 main:581] : INFO : Epoch 1821 | loss: 0.0309433 | val_loss: 0.0313792 | Time: 2045.95 ms [2021-05-05 08:17:50 main:581] : INFO : Epoch 1822 | loss: 0.0309534 | val_loss: 0.0313272 | Time: 2023.08 ms [2021-05-05 08:17:52 main:581] : INFO : Epoch 1823 | loss: 0.0309464 | val_loss: 0.031372 | Time: 2042.42 ms [2021-05-05 08:17:54 main:581] : INFO : Epoch 1824 | loss: 0.0309427 | val_loss: 0.0313446 | Time: 2034.7 ms [2021-05-05 08:17:56 main:581] : INFO : Epoch 1825 | loss: 0.0309446 | val_loss: 0.0313405 | Time: 2063.76 ms [2021-05-05 08:17:58 main:581] : INFO : Epoch 1826 | loss: 0.0309519 | val_loss: 0.0313481 | Time: 2067.1 ms [2021-05-05 08:18:00 main:581] : INFO : Epoch 1827 | loss: 0.0309533 | val_loss: 0.0313423 | Time: 2073.8 ms [2021-05-05 08:18:02 main:581] : INFO : Epoch 1828 | loss: 0.0309554 | val_loss: 0.0313379 | Time: 2048.63 ms [2021-05-05 08:18:04 main:581] : INFO : Epoch 1829 | loss: 0.0309564 | val_loss: 0.0313192 | Time: 2047.71 ms [2021-05-05 08:18:06 main:581] : INFO : Epoch 1830 | loss: 0.0309463 | val_loss: 0.0313489 | Time: 2022.57 ms [2021-05-05 08:18:08 main:581] : INFO : Epoch 1831 | loss: 0.0309505 | val_loss: 0.0313332 | Time: 2041.4 ms [2021-05-05 08:18:10 main:581] : INFO : Epoch 1832 | loss: 0.0309555 | val_loss: 0.0313598 | Time: 2016.08 ms [2021-05-05 08:18:13 main:581] : INFO : Epoch 1833 | loss: 0.0309526 | val_loss: 0.0313159 | Time: 2072.49 ms [2021-05-05 08:18:15 main:581] : INFO : Epoch 1834 | loss: 0.0309526 | val_loss: 0.0313214 | Time: 2021.67 ms [2021-05-05 08:18:17 main:581] : INFO : Epoch 1835 | loss: 0.0309409 | val_loss: 0.0313411 | Time: 2067.46 ms [2021-05-05 08:18:19 main:581] : INFO : Epoch 1836 | loss: 0.0309434 | val_loss: 0.0313414 | Time: 2216.48 ms [2021-05-05 08:18:21 main:581] : INFO : Epoch 1837 | loss: 0.0309491 | val_loss: 0.0313468 | Time: 2421.94 ms [2021-05-05 08:18:24 main:581] : INFO : Epoch 1838 | loss: 0.0309475 | val_loss: 0.0313635 | Time: 2379.2 ms [2021-05-05 08:18:26 main:581] : INFO : Epoch 1839 | loss: 0.0309494 | val_loss: 0.0313363 | Time: 2060.28 ms [2021-05-05 08:18:28 main:581] : INFO : Epoch 1840 | loss: 0.0309425 | val_loss: 0.0313306 | Time: 2075.26 ms [2021-05-05 08:18:30 main:581] : INFO : Epoch 1841 | loss: 0.0309453 | val_loss: 0.0313221 | Time: 2023.96 ms [2021-05-05 08:18:32 main:581] : INFO : Epoch 1842 | loss: 0.0309568 | val_loss: 0.0313252 | Time: 2053.09 ms [2021-05-05 08:18:34 main:581] : INFO : Epoch 1843 | loss: 0.0309534 | val_loss: 0.0313433 | Time: 2017.77 ms [2021-05-05 08:18:36 main:581] : INFO : Epoch 1844 | loss: 0.0309481 | val_loss: 0.031359 | Time: 2001.68 ms [2021-05-05 08:18:38 main:581] : INFO : Epoch 1845 | loss: 0.0309542 | val_loss: 0.0313694 | Time: 2050.89 ms [2021-05-05 08:18:40 main:581] : INFO : Epoch 1846 | loss: 0.0309565 | val_loss: 0.0313749 | Time: 2023.25 ms [2021-05-05 08:18:42 main:581] : INFO : Epoch 1847 | loss: 0.0309464 | val_loss: 0.0313854 | Time: 2037.93 ms [2021-05-05 08:18:44 main:581] : INFO : Epoch 1848 | loss: 0.0309427 | val_loss: 0.0313706 | Time: 2023.16 ms [2021-05-05 08:18:46 main:581] : INFO : Epoch 1849 | loss: 0.0309446 | val_loss: 0.0313751 | Time: 2063.42 ms [2021-05-05 08:18:48 main:581] : INFO : Epoch 1850 | loss: 0.0309441 | val_loss: 0.0313011 | Time: 2031.66 ms [2021-05-05 08:18:50 main:581] : INFO : Epoch 1851 | loss: 0.030943 | val_loss: 0.0313558 | Time: 2023.08 ms [2021-05-05 08:18:52 main:581] : INFO : Epoch 1852 | loss: 0.0309412 | val_loss: 0.031342 | Time: 1979.63 ms [2021-05-05 08:18:54 main:581] : INFO : Epoch 1853 | loss: 0.030943 | val_loss: 0.0313212 | Time: 2059.28 ms [2021-05-05 08:18:56 main:581] : INFO : Epoch 1854 | loss: 0.0309518 | val_loss: 0.0313633 | Time: 2030.47 ms [2021-05-05 08:18:58 main:581] : INFO : Epoch 1855 | loss: 0.0309471 | val_loss: 0.0313061 | Time: 2093.25 ms [2021-05-05 08:19:00 main:581] : INFO : Epoch 1856 | loss: 0.0309483 | val_loss: 0.031353 | Time: 2000.35 ms [2021-05-05 08:19:02 main:581] : INFO : Epoch 1857 | loss: 0.0309478 | val_loss: 0.0313541 | Time: 2103.22 ms [2021-05-05 08:19:04 main:581] : INFO : Epoch 1858 | loss: 0.0309491 | val_loss: 0.031324 | Time: 2054.6 ms [2021-05-05 08:19:07 main:581] : INFO : Epoch 1859 | loss: 0.0309457 | val_loss: 0.0313263 | Time: 2043.6 ms [2021-05-05 08:19:09 main:581] : INFO : Epoch 1860 | loss: 0.0309475 | val_loss: 0.0313462 | Time: 2049.71 ms [2021-05-05 08:19:11 main:581] : INFO : Epoch 1861 | loss: 0.0309568 | val_loss: 0.0312989 | Time: 2063.01 ms [2021-05-05 08:19:13 main:581] : INFO : Epoch 1862 | loss: 0.0309496 | val_loss: 0.0313444 | Time: 2045.94 ms [2021-05-05 08:19:15 main:581] : INFO : Epoch 1863 | loss: 0.0309437 | val_loss: 0.0313544 | Time: 2031.55 ms [2021-05-05 08:19:17 main:581] : INFO : Epoch 1864 | loss: 0.0309465 | val_loss: 0.0313483 | Time: 2022 ms [2021-05-05 08:19:19 main:581] : INFO : Epoch 1865 | loss: 0.0309596 | val_loss: 0.0313716 | Time: 2085.39 ms [2021-05-05 08:19:21 main:581] : INFO : Epoch 1866 | loss: 0.0309515 | val_loss: 0.0313516 | Time: 2049.08 ms [2021-05-05 08:19:23 main:581] : INFO : Epoch 1867 | loss: 0.0309572 | val_loss: 0.031306 | Time: 2036.15 ms [2021-05-05 08:19:25 main:581] : INFO : Epoch 1868 | loss: 0.0309505 | val_loss: 0.0313701 | Time: 2049.84 ms [2021-05-05 08:19:27 main:581] : INFO : Epoch 1869 | loss: 0.0309495 | val_loss: 0.0313301 | Time: 1994.65 ms [2021-05-05 08:19:29 main:581] : INFO : Epoch 1870 | loss: 0.0309509 | val_loss: 0.0313201 | Time: 2071.98 ms [2021-05-05 08:19:31 main:581] : INFO : Epoch 1871 | loss: 0.0309559 | val_loss: 0.0313636 | Time: 2314.21 ms [2021-05-05 08:19:33 main:581] : INFO : Epoch 1872 | loss: 0.0309502 | val_loss: 0.0313525 | Time: 2042.64 ms [2021-05-05 08:19:35 main:581] : INFO : Epoch 1873 | loss: 0.0309388 | val_loss: 0.0313659 | Time: 2021.92 ms [2021-05-05 08:19:38 main:581] : INFO : Epoch 1874 | loss: 0.0309459 | val_loss: 0.0313601 | Time: 2244.42 ms [2021-05-05 08:19:40 main:581] : INFO : Epoch 1875 | loss: 0.0309478 | val_loss: 0.0313278 | Time: 2184.25 ms [2021-05-05 08:19:42 main:581] : INFO : Epoch 1876 | loss: 0.0309526 | val_loss: 0.0313626 | Time: 2101.53 ms [2021-05-05 08:19:44 main:581] : INFO : Epoch 1877 | loss: 0.030943 | val_loss: 0.0313357 | Time: 2036.29 ms [2021-05-05 08:19:46 main:581] : INFO : Epoch 1878 | loss: 0.0309452 | val_loss: 0.0313108 | Time: 2053.05 ms [2021-05-05 08:19:48 main:581] : INFO : Epoch 1879 | loss: 0.0309464 | val_loss: 0.0313869 | Time: 2058.5 ms [2021-05-05 08:19:50 main:581] : INFO : Epoch 1880 | loss: 0.0309505 | val_loss: 0.0313605 | Time: 2067.71 ms [2021-05-05 08:19:52 main:581] : INFO : Epoch 1881 | loss: 0.030945 | val_loss: 0.0313242 | Time: 2104.55 ms [2021-05-05 08:19:54 main:581] : INFO : Epoch 1882 | loss: 0.0309505 | val_loss: 0.0313451 | Time: 2079.05 ms [2021-05-05 08:19:56 main:581] : INFO : Epoch 1883 | loss: 0.0309535 | val_loss: 0.0313248 | Time: 2064.79 ms [2021-05-05 08:19:59 main:581] : INFO : Epoch 1884 | loss: 0.0309484 | val_loss: 0.0313355 | Time: 2212.11 ms [2021-05-05 08:20:01 main:581] : INFO : Epoch 1885 | loss: 0.0309491 | val_loss: 0.0313329 | Time: 2178.81 ms [2021-05-05 08:20:03 main:581] : INFO : Epoch 1886 | loss: 0.0309598 | val_loss: 0.0313412 | Time: 2061.3 ms [2021-05-05 08:20:05 main:581] : INFO : Epoch 1887 | loss: 0.0309687 | val_loss: 0.0313093 | Time: 2017.7 ms [2021-05-05 08:20:07 main:581] : INFO : Epoch 1888 | loss: 0.0309503 | val_loss: 0.0313562 | Time: 2150.22 ms [2021-05-05 08:20:09 main:581] : INFO : Epoch 1889 | loss: 0.0309404 | val_loss: 0.0313548 | Time: 2066.14 ms [2021-05-05 08:20:11 main:581] : INFO : Epoch 1890 | loss: 0.0309465 | val_loss: 0.031335 | Time: 1994 ms [2021-05-05 08:20:13 main:581] : INFO : Epoch 1891 | loss: 0.0309491 | val_loss: 0.0313431 | Time: 2005.38 ms [2021-05-05 08:20:15 main:581] : INFO : Epoch 1892 | loss: 0.030946 | val_loss: 0.0313713 | Time: 2245.18 ms [2021-05-05 08:20:17 main:581] : INFO : Epoch 1893 | loss: 0.0309493 | val_loss: 0.0313202 | Time: 2065.06 ms [2021-05-05 08:20:19 main:581] : INFO : Epoch 1894 | loss: 0.0309497 | val_loss: 0.0313146 | Time: 2003.73 ms [2021-05-05 08:20:21 main:581] : INFO : Epoch 1895 | loss: 0.0309535 | val_loss: 0.0313523 | Time: 2044.06 ms [2021-05-05 08:20:23 main:581] : INFO : Epoch 1896 | loss: 0.0309454 | val_loss: 0.0313371 | Time: 2016.9 ms [2021-05-05 08:20:25 main:581] : INFO : Epoch 1897 | loss: 0.0309438 | val_loss: 0.0313658 | Time: 2024.09 ms [2021-05-05 08:20:28 main:581] : INFO : Epoch 1898 | loss: 0.0309474 | val_loss: 0.0313802 | Time: 2038.56 ms [2021-05-05 08:20:30 main:581] : INFO : Epoch 1899 | loss: 0.0309463 | val_loss: 0.0313152 | Time: 2061.58 ms [2021-05-05 08:20:32 main:581] : INFO : Epoch 1900 | loss: 0.0309464 | val_loss: 0.031336 | Time: 2054.85 ms [2021-05-05 08:20:34 main:581] : INFO : Epoch 1901 | loss: 0.0309432 | val_loss: 0.0313543 | Time: 2089.61 ms [2021-05-05 08:20:36 main:581] : INFO : Epoch 1902 | loss: 0.0309447 | val_loss: 0.0313497 | Time: 2013.54 ms [2021-05-05 08:20:38 main:581] : INFO : Epoch 1903 | loss: 0.0309487 | val_loss: 0.0313442 | Time: 2051.52 ms [2021-05-05 08:20:40 main:581] : INFO : Epoch 1904 | loss: 0.0309586 | val_loss: 0.0313073 | Time: 2054.01 ms [2021-05-05 08:20:42 main:581] : INFO : Epoch 1905 | loss: 0.0309453 | val_loss: 0.0313332 | Time: 2016.65 ms [2021-05-05 08:20:44 main:581] : INFO : Epoch 1906 | loss: 0.0309502 | val_loss: 0.0313625 | Time: 1959.58 ms [2021-05-05 08:20:46 main:581] : INFO : Epoch 1907 | loss: 0.0309495 | val_loss: 0.0313396 | Time: 1898.62 ms [2021-05-05 08:20:48 main:581] : INFO : Epoch 1908 | loss: 0.0309468 | val_loss: 0.0313814 | Time: 1981.45 ms [2021-05-05 08:20:50 main:581] : INFO : Epoch 1909 | loss: 0.0309558 | val_loss: 0.0313197 | Time: 2092.77 ms [2021-05-05 08:20:52 main:581] : INFO : Epoch 1910 | loss: 0.0309527 | val_loss: 0.031361 | Time: 2055.54 ms [2021-05-05 08:20:54 main:581] : INFO : Epoch 1911 | loss: 0.0309494 | val_loss: 0.0313408 | Time: 2057.79 ms [2021-05-05 08:20:56 main:581] : INFO : Epoch 1912 | loss: 0.0309465 | val_loss: 0.0313794 | Time: 2073.51 ms [2021-05-05 08:20:58 main:581] : INFO : Epoch 1913 | loss: 0.0309401 | val_loss: 0.0313495 | Time: 2045.09 ms [2021-05-05 08:21:00 main:581] : INFO : Epoch 1914 | loss: 0.0309457 | val_loss: 0.0313305 | Time: 2036.03 ms [2021-05-05 08:21:02 main:581] : INFO : Epoch 1915 | loss: 0.0309518 | val_loss: 0.0313413 | Time: 2012.48 ms [2021-05-05 08:21:04 main:581] : INFO : Epoch 1916 | loss: 0.0309589 | val_loss: 0.0313592 | Time: 2056.47 ms [2021-05-05 08:21:06 main:581] : INFO : Epoch 1917 | loss: 0.0309604 | val_loss: 0.0313928 | Time: 2071.47 ms [2021-05-05 08:21:08 main:581] : INFO : Epoch 1918 | loss: 0.0309494 | val_loss: 0.0313639 | Time: 2051.93 ms [2021-05-05 08:21:10 main:581] : INFO : Epoch 1919 | loss: 0.0309465 | val_loss: 0.0313309 | Time: 2067.28 ms [2021-05-05 08:21:12 main:581] : INFO : Epoch 1920 | loss: 0.0309504 | val_loss: 0.0313405 | Time: 2030.12 ms [2021-05-05 08:21:14 main:581] : INFO : Epoch 1921 | loss: 0.0309545 | val_loss: 0.0313482 | Time: 2045.14 ms [2021-05-05 08:21:16 main:581] : INFO : Epoch 1922 | loss: 0.0309474 | val_loss: 0.0313346 | Time: 1992.96 ms [2021-05-05 08:21:18 main:581] : INFO : Epoch 1923 | loss: 0.0309404 | val_loss: 0.0313556 | Time: 1900.16 ms [2021-05-05 08:21:20 main:581] : INFO : Epoch 1924 | loss: 0.0309442 | val_loss: 0.0313619 | Time: 2011.59 ms [2021-05-05 08:21:22 main:581] : INFO : Epoch 1925 | loss: 0.0309587 | val_loss: 0.0313117 | Time: 2037.65 ms [2021-05-05 08:21:24 main:581] : INFO : Epoch 1926 | loss: 0.0309523 | val_loss: 0.0313658 | Time: 2129.63 ms [2021-05-05 08:21:27 main:581] : INFO : Epoch 1927 | loss: 0.0309525 | val_loss: 0.0313562 | Time: 2084.05 ms [2021-05-05 08:21:29 main:581] : INFO : Epoch 1928 | loss: 0.0309557 | val_loss: 0.0313076 | Time: 2245.71 ms [2021-05-05 08:21:31 main:581] : INFO : Epoch 1929 | loss: 0.0309689 | val_loss: 0.031368 | Time: 2364.77 ms [2021-05-05 08:21:33 main:581] : INFO : Epoch 1930 | loss: 0.0309694 | val_loss: 0.0313056 | Time: 2009.73 ms [2021-05-05 08:21:35 main:581] : INFO : Epoch 1931 | loss: 0.0309713 | val_loss: 0.0313508 | Time: 2013.67 ms [2021-05-05 08:21:37 main:581] : INFO : Epoch 1932 | loss: 0.0309545 | val_loss: 0.0313383 | Time: 2051.23 ms [2021-05-05 08:21:39 main:581] : INFO : Epoch 1933 | loss: 0.030946 | val_loss: 0.0313597 | Time: 2118.07 ms [2021-05-05 08:21:41 main:581] : INFO : Epoch 1934 | loss: 0.0309479 | val_loss: 0.0313396 | Time: 1971.42 ms [2021-05-05 08:21:43 main:581] : INFO : Epoch 1935 | loss: 0.0309444 | val_loss: 0.0313569 | Time: 2027.07 ms [2021-05-05 08:21:45 main:581] : INFO : Epoch 1936 | loss: 0.0309442 | val_loss: 0.0313618 | Time: 2018.03 ms [2021-05-05 08:21:47 main:581] : INFO : Epoch 1937 | loss: 0.0309443 | val_loss: 0.0313461 | Time: 1969.67 ms [2021-05-05 08:21:49 main:581] : INFO : Epoch 1938 | loss: 0.0309498 | val_loss: 0.0313732 | Time: 2018.9 ms [2021-05-05 08:21:51 main:581] : INFO : Epoch 1939 | loss: 0.0309454 | val_loss: 0.0313289 | Time: 1979.86 ms [2021-05-05 08:21:53 main:581] : INFO : Epoch 1940 | loss: 0.0309625 | val_loss: 0.031359 | Time: 1931.69 ms [2021-05-05 08:21:55 main:581] : INFO : Epoch 1941 | loss: 0.030948 | val_loss: 0.0313388 | Time: 2043.23 ms [2021-05-05 08:21:57 main:581] : INFO : Epoch 1942 | loss: 0.0309483 | val_loss: 0.0313581 | Time: 2024.87 ms [2021-05-05 08:21:59 main:581] : INFO : Epoch 1943 | loss: 0.0309451 | val_loss: 0.031323 | Time: 2030.75 ms [2021-05-05 08:22:01 main:581] : INFO : Epoch 1944 | loss: 0.0309466 | val_loss: 0.0313406 | Time: 2113.39 ms [2021-05-05 08:22:04 main:581] : INFO : Epoch 1945 | loss: 0.0309466 | val_loss: 0.0313405 | Time: 2049.46 ms [2021-05-05 08:22:06 main:581] : INFO : Epoch 1946 | loss: 0.0309453 | val_loss: 0.0313149 | Time: 2032.76 ms [2021-05-05 08:22:08 main:581] : INFO : Epoch 1947 | loss: 0.0309616 | val_loss: 0.0313826 | Time: 2054.74 ms [2021-05-05 08:22:10 main:581] : INFO : Epoch 1948 | loss: 0.0309695 | val_loss: 0.0313555 | Time: 2016.77 ms [2021-05-05 08:22:12 main:581] : INFO : Epoch 1949 | loss: 0.0309613 | val_loss: 0.0313421 | Time: 2039.27 ms [2021-05-05 08:22:14 main:581] : INFO : Epoch 1950 | loss: 0.0309488 | val_loss: 0.0313664 | Time: 2068.92 ms [2021-05-05 08:22:16 main:581] : INFO : Epoch 1951 | loss: 0.0309468 | val_loss: 0.0313322 | Time: 2008.26 ms [2021-05-05 08:22:18 main:581] : INFO : Epoch 1952 | loss: 0.030959 | val_loss: 0.0313313 | Time: 1999.51 ms [2021-05-05 08:22:20 main:581] : INFO : Epoch 1953 | loss: 0.0309534 | val_loss: 0.0313505 | Time: 2046.97 ms [2021-05-05 08:22:22 main:581] : INFO : Epoch 1954 | loss: 0.0309647 | val_loss: 0.0313412 | Time: 2071.08 ms [2021-05-05 08:22:24 main:581] : INFO : Epoch 1955 | loss: 0.0309488 | val_loss: 0.0313634 | Time: 2027.14 ms [2021-05-05 08:22:26 main:581] : INFO : Epoch 1956 | loss: 0.030949 | val_loss: 0.0313416 | Time: 2024.49 ms [2021-05-05 08:22:28 main:581] : INFO : Epoch 1957 | loss: 0.0309483 | val_loss: 0.0313326 | Time: 1996.35 ms [2021-05-05 08:22:30 main:581] : INFO : Epoch 1958 | loss: 0.0309458 | val_loss: 0.0313527 | Time: 2009.06 ms [2021-05-05 08:22:32 main:581] : INFO : Epoch 1959 | loss: 0.0309501 | val_loss: 0.0313323 | Time: 1966.92 ms [2021-05-05 08:22:34 main:581] : INFO : Epoch 1960 | loss: 0.0309485 | val_loss: 0.0313391 | Time: 2057.53 ms [2021-05-05 08:22:36 main:581] : INFO : Epoch 1961 | loss: 0.0309404 | val_loss: 0.0313597 | Time: 2056.32 ms [2021-05-05 08:22:38 main:581] : INFO : Epoch 1962 | loss: 0.030945 | val_loss: 0.031302 | Time: 2020.95 ms [2021-05-05 08:22:40 main:581] : INFO : Epoch 1963 | loss: 0.0309517 | val_loss: 0.0313674 | Time: 1993.83 ms [2021-05-05 08:22:42 main:581] : INFO : Epoch 1964 | loss: 0.0309473 | val_loss: 0.0313848 | Time: 2058.17 ms [2021-05-05 08:22:44 main:581] : INFO : Epoch 1965 | loss: 0.0309559 | val_loss: 0.0313325 | Time: 2195.82 ms [2021-05-05 08:22:46 main:581] : INFO : Epoch 1966 | loss: 0.0309557 | val_loss: 0.031337 | Time: 2052.73 ms [2021-05-05 08:22:48 main:581] : INFO : Epoch 1967 | loss: 0.0309524 | val_loss: 0.0313224 | Time: 1994.93 ms [2021-05-05 08:22:50 main:581] : INFO : Epoch 1968 | loss: 0.0309455 | val_loss: 0.0313596 | Time: 2065.31 ms [2021-05-05 08:22:52 main:581] : INFO : Epoch 1969 | loss: 0.0309453 | val_loss: 0.0313416 | Time: 2037.34 ms [2021-05-05 08:22:55 main:581] : INFO : Epoch 1970 | loss: 0.030945 | val_loss: 0.0313274 | Time: 2421.65 ms [2021-05-05 08:22:57 main:581] : INFO : Epoch 1971 | loss: 0.0309453 | val_loss: 0.0313772 | Time: 2090.73 ms [2021-05-05 08:22:59 main:581] : INFO : Epoch 1972 | loss: 0.0309514 | val_loss: 0.0313379 | Time: 2019.27 ms [2021-05-05 08:23:01 main:581] : INFO : Epoch 1973 | loss: 0.0309656 | val_loss: 0.0313406 | Time: 1996.19 ms [2021-05-05 08:23:03 main:581] : INFO : Epoch 1974 | loss: 0.0309583 | val_loss: 0.0313245 | Time: 2023.35 ms [2021-05-05 08:23:05 main:581] : INFO : Epoch 1975 | loss: 0.0309587 | val_loss: 0.0313674 | Time: 2013.69 ms [2021-05-05 08:23:07 main:581] : INFO : Epoch 1976 | loss: 0.0309501 | val_loss: 0.0313748 | Time: 2003.82 ms [2021-05-05 08:23:09 main:581] : INFO : Epoch 1977 | loss: 0.0309573 | val_loss: 0.0313493 | Time: 1983.68 ms [2021-05-05 08:23:11 main:581] : INFO : Epoch 1978 | loss: 0.0309574 | val_loss: 0.0313511 | Time: 2036.05 ms [2021-05-05 08:23:13 main:581] : INFO : Epoch 1979 | loss: 0.0309544 | val_loss: 0.0313311 | Time: 2057.49 ms [2021-05-05 08:23:15 main:581] : INFO : Epoch 1980 | loss: 0.0309532 | val_loss: 0.0313445 | Time: 2037.93 ms [2021-05-05 08:23:17 main:581] : INFO : Epoch 1981 | loss: 0.0309419 | val_loss: 0.0313636 | Time: 1928.7 ms [2021-05-05 08:23:19 main:581] : INFO : Epoch 1982 | loss: 0.030945 | val_loss: 0.0313564 | Time: 2036.45 ms [2021-05-05 08:23:21 main:581] : INFO : Epoch 1983 | loss: 0.0309483 | val_loss: 0.0313542 | Time: 2038.85 ms [2021-05-05 08:23:23 main:581] : INFO : Epoch 1984 | loss: 0.0309535 | val_loss: 0.0313615 | Time: 2056.36 ms [2021-05-05 08:23:25 main:581] : INFO : Epoch 1985 | loss: 0.0309507 | val_loss: 0.0313242 | Time: 2013.98 ms [2021-05-05 08:23:27 main:581] : INFO : Epoch 1986 | loss: 0.0309567 | val_loss: 0.0313323 | Time: 2016.92 ms [2021-05-05 08:23:29 main:581] : INFO : Epoch 1987 | loss: 0.0309586 | val_loss: 0.0313648 | Time: 2036.02 ms [2021-05-05 08:23:31 main:581] : INFO : Epoch 1988 | loss: 0.0309585 | val_loss: 0.031312 | Time: 2073.4 ms [2021-05-05 08:23:33 main:581] : INFO : Epoch 1989 | loss: 0.0309518 | val_loss: 0.0313429 | Time: 1964.36 ms [2021-05-05 08:23:35 main:581] : INFO : Epoch 1990 | loss: 0.0309461 | val_loss: 0.0313325 | Time: 2023.95 ms [2021-05-05 08:23:37 main:581] : INFO : Epoch 1991 | loss: 0.0309568 | val_loss: 0.03136 | Time: 2037.84 ms [2021-05-05 08:23:39 main:581] : INFO : Epoch 1992 | loss: 0.0309506 | val_loss: 0.0313423 | Time: 2014.58 ms [2021-05-05 08:23:41 main:581] : INFO : Epoch 1993 | loss: 0.0309477 | val_loss: 0.0313394 | Time: 2014.82 ms [2021-05-05 08:23:43 main:581] : INFO : Epoch 1994 | loss: 0.0309538 | val_loss: 0.0313335 | Time: 2018.66 ms [2021-05-05 08:23:45 main:581] : INFO : Epoch 1995 | loss: 0.0309532 | val_loss: 0.0313601 | Time: 1928.49 ms [2021-05-05 08:23:47 main:581] : INFO : Epoch 1996 | loss: 0.0309562 | val_loss: 0.0313259 | Time: 2026.22 ms [2021-05-05 08:23:49 main:581] : INFO : Epoch 1997 | loss: 0.0309647 | val_loss: 0.0313319 | Time: 2067.27 ms [2021-05-05 08:23:51 main:581] : INFO : Epoch 1998 | loss: 0.0309593 | val_loss: 0.0313007 | Time: 2034.82 ms [2021-05-05 08:23:53 main:581] : INFO : Epoch 1999 | loss: 0.0309614 | val_loss: 0.031379 | Time: 2010.36 ms [2021-05-05 08:23:55 main:581] : INFO : Epoch 2000 | loss: 0.0309447 | val_loss: 0.0313526 | Time: 2008.2 ms [2021-05-05 08:23:58 main:581] : INFO : Epoch 2001 | loss: 0.0309472 | val_loss: 0.0313363 | Time: 2025.72 ms [2021-05-05 08:24:00 main:581] : INFO : Epoch 2002 | loss: 0.0309473 | val_loss: 0.0313212 | Time: 1989.52 ms [2021-05-05 08:24:01 main:581] : INFO : Epoch 2003 | loss: 0.0309495 | val_loss: 0.031318 | Time: 1979.78 ms [2021-05-05 08:24:04 main:581] : INFO : Epoch 2004 | loss: 0.0309566 | val_loss: 0.0313852 | Time: 2024.71 ms [2021-05-05 08:24:06 main:581] : INFO : Epoch 2005 | loss: 0.0309527 | val_loss: 0.0313314 | Time: 2016.39 ms [2021-05-05 08:24:08 main:581] : INFO : Epoch 2006 | loss: 0.0309487 | val_loss: 0.0313843 | Time: 2073.21 ms [2021-05-05 08:24:10 main:581] : INFO : Epoch 2007 | loss: 0.0309417 | val_loss: 0.0313336 | Time: 2037.04 ms [2021-05-05 08:24:12 main:581] : INFO : Epoch 2008 | loss: 0.030936 | val_loss: 0.0313316 | Time: 2022.99 ms [2021-05-05 08:24:14 main:581] : INFO : Epoch 2009 | loss: 0.030948 | val_loss: 0.0313769 | Time: 2043.69 ms [2021-05-05 08:24:16 main:581] : INFO : Epoch 2010 | loss: 0.0309414 | val_loss: 0.0313329 | Time: 2034.4 ms [2021-05-05 08:24:18 main:581] : INFO : Epoch 2011 | loss: 0.030943 | val_loss: 0.0313857 | Time: 2052.42 ms [2021-05-05 08:24:20 main:581] : INFO : Epoch 2012 | loss: 0.0309453 | val_loss: 0.0313589 | Time: 2037.51 ms [2021-05-05 08:24:22 main:581] : INFO : Epoch 2013 | loss: 0.0309448 | val_loss: 0.0313243 | Time: 1991.14 ms [2021-05-05 08:24:24 main:581] : INFO : Epoch 2014 | loss: 0.0309531 | val_loss: 0.0313656 | Time: 2075.56 ms [2021-05-05 08:24:26 main:581] : INFO : Epoch 2015 | loss: 0.0309464 | val_loss: 0.0313827 | Time: 2061.5 ms [2021-05-05 08:24:28 main:581] : INFO : Epoch 2016 | loss: 0.0309428 | val_loss: 0.0313302 | Time: 2026.62 ms [2021-05-05 08:24:30 main:581] : INFO : Epoch 2017 | loss: 0.0309394 | val_loss: 0.0313449 | Time: 2041.62 ms [2021-05-05 08:24:32 main:581] : INFO : Epoch 2018 | loss: 0.0309398 | val_loss: 0.0313517 | Time: 2055.26 ms [2021-05-05 08:24:34 main:581] : INFO : Epoch 2019 | loss: 0.0309444 | val_loss: 0.0313339 | Time: 1974.31 ms [2021-05-05 08:24:36 main:581] : INFO : Epoch 2020 | loss: 0.030948 | val_loss: 0.0313402 | Time: 1980.76 ms [2021-05-05 08:24:38 main:581] : INFO : Epoch 2021 | loss: 0.0309491 | val_loss: 0.0313454 | Time: 2057.39 ms [2021-05-05 08:24:40 main:581] : INFO : Epoch 2022 | loss: 0.0309414 | val_loss: 0.0313538 | Time: 2059.67 ms [2021-05-05 08:24:42 main:581] : INFO : Epoch 2023 | loss: 0.0309443 | val_loss: 0.0313391 | Time: 2034.2 ms [2021-05-05 08:24:44 main:581] : INFO : Epoch 2024 | loss: 0.0309491 | val_loss: 0.0313386 | Time: 2018.3 ms [2021-05-05 08:24:46 main:581] : INFO : Epoch 2025 | loss: 0.0309469 | val_loss: 0.0313389 | Time: 2040.86 ms [2021-05-05 08:24:48 main:581] : INFO : Epoch 2026 | loss: 0.0309426 | val_loss: 0.0313641 | Time: 2038.25 ms [2021-05-05 08:24:50 main:581] : INFO : Epoch 2027 | loss: 0.0309465 | val_loss: 0.031327 | Time: 2072.49 ms [2021-05-05 08:24:52 main:581] : INFO : Epoch 2028 | loss: 0.0309429 | val_loss: 0.0313776 | Time: 2057.78 ms [2021-05-05 08:24:54 main:581] : INFO : Epoch 2029 | loss: 0.0309429 | val_loss: 0.0313389 | Time: 2055.26 ms [2021-05-05 08:24:56 main:581] : INFO : Epoch 2030 | loss: 0.0309421 | val_loss: 0.0313425 | Time: 2011.18 ms [2021-05-05 08:24:58 main:581] : INFO : Epoch 2031 | loss: 0.0309457 | val_loss: 0.0313779 | Time: 2003.73 ms [2021-05-05 08:25:01 main:581] : INFO : Epoch 2032 | loss: 0.030967 | val_loss: 0.0312432 | Time: 2110.16 ms [2021-05-05 08:25:03 main:581] : INFO : Epoch 2033 | loss: 0.0311142 | val_loss: 0.0312167 | Time: 2096.13 ms [2021-05-05 08:25:05 main:581] : INFO : Epoch 2034 | loss: 0.0310957 | val_loss: 0.0312525 | Time: 2029.33 ms [2021-05-05 08:25:07 main:581] : INFO : Epoch 2035 | loss: 0.0310522 | val_loss: 0.0313112 | Time: 2058.47 ms [2021-05-05 08:25:09 main:581] : INFO : Epoch 2036 | loss: 0.0310049 | val_loss: 0.0313174 | Time: 2074.31 ms [2021-05-05 08:25:11 main:581] : INFO : Epoch 2037 | loss: 0.0309697 | val_loss: 0.0313387 | Time: 2164.18 ms [2021-05-05 08:25:13 main:581] : INFO : Epoch 2038 | loss: 0.0309532 | val_loss: 0.0313876 | Time: 2085.98 ms [2021-05-05 08:25:15 main:581] : INFO : Epoch 2039 | loss: 0.0309591 | val_loss: 0.0313156 | Time: 2089.13 ms [2021-05-05 08:25:17 main:581] : INFO : Epoch 2040 | loss: 0.0309514 | val_loss: 0.0313522 | Time: 2018.33 ms [2021-05-05 08:25:19 main:581] : INFO : Epoch 2041 | loss: 0.0309499 | val_loss: 0.0313374 | Time: 1965.25 ms [2021-05-05 08:25:21 main:581] : INFO : Epoch 2042 | loss: 0.030951 | val_loss: 0.0313695 | Time: 1962.73 ms [2021-05-05 08:25:23 main:581] : INFO : Epoch 2043 | loss: 0.0309506 | val_loss: 0.0313769 | Time: 1929.74 ms [2021-05-05 08:25:25 main:581] : INFO : Epoch 2044 | loss: 0.0309447 | val_loss: 0.0313608 | Time: 2076.17 ms [2021-05-05 08:25:27 main:581] : INFO : Epoch 2045 | loss: 0.0309516 | val_loss: 0.0313271 | Time: 1981.13 ms [2021-05-05 08:25:29 main:581] : INFO : Epoch 2046 | loss: 0.0309641 | val_loss: 0.0313593 | Time: 1931.46 ms [2021-05-05 08:25:31 main:581] : INFO : Epoch 2047 | loss: 0.0309602 | val_loss: 0.0313087 | Time: 2035.82 ms [2021-05-05 08:25:33 main:581] : INFO : Epoch 2048 | loss: 0.0309645 | val_loss: 0.0313674 | Time: 2057.8 ms [2021-05-05 08:25:33 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313674 [2021-05-05 08:25:33 main:610] : INFO : Saving end state to config to file [2021-05-05 08:25:33 main:615] : INFO : Success, exiting.. 08:25:33 (467789): 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)