Task 3323457
| Name | ParityModified-1608176120-8464-0_1 |
| Workunit | 1584075 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:44:29 UTC |
| Report deadline | 26 Dec 2020, 5:44:29 UTC |
| Received | 19 Dec 2020, 10:19:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4161 |
| Run time | 1 hours 11 min 5 sec |
| CPU time | 1 hours 7 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,701.39 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> | val_loss: 0.0311637 | Time: 2047.85 ms [2020-12-18 23:58:51 main:574] : INFO : Epoch 1578 | loss: 0.0311507 | val_loss: 0.031162 | Time: 2007 ms [2020-12-18 23:58:53 main:574] : INFO : Epoch 1579 | loss: 0.0311536 | val_loss: 0.0311594 | Time: 1960.42 ms [2020-12-18 23:58:55 main:574] : INFO : Epoch 1580 | loss: 0.0311517 | val_loss: 0.031166 | Time: 2029.05 ms [2020-12-18 23:58:57 main:574] : INFO : Epoch 1581 | loss: 0.031156 | val_loss: 0.0311688 | Time: 1982.03 ms [2020-12-18 23:58:59 main:574] : INFO : Epoch 1582 | loss: 0.0311505 | val_loss: 0.0311631 | Time: 1963.83 ms [2020-12-18 23:59:01 main:574] : INFO : Epoch 1583 | loss: 0.0311477 | val_loss: 0.0311581 | Time: 1985.05 ms [2020-12-18 23:59:03 main:574] : INFO : Epoch 1584 | loss: 0.0311509 | val_loss: 0.0311693 | Time: 2029.57 ms [2020-12-18 23:59:05 main:574] : INFO : Epoch 1585 | loss: 0.0311558 | val_loss: 0.0311673 | Time: 1990.1 ms [2020-12-18 23:59:07 main:574] : INFO : Epoch 1586 | loss: 0.0311512 | val_loss: 0.0311594 | Time: 1980.95 ms [2020-12-18 23:59:09 main:574] : INFO : Epoch 1587 | loss: 0.0311471 | val_loss: 0.0311616 | Time: 2026.51 ms [2020-12-18 23:59:11 main:574] : INFO : Epoch 1588 | loss: 0.0311502 | val_loss: 0.0311614 | Time: 2026.56 ms [2020-12-18 23:59:13 main:574] : INFO : Epoch 1589 | loss: 0.0311473 | val_loss: 0.0311582 | Time: 1996.19 ms [2020-12-18 23:59:15 main:574] : INFO : Epoch 1590 | loss: 0.0311527 | val_loss: 0.0311613 | Time: 1953.63 ms [2020-12-18 23:59:17 main:574] : INFO : Epoch 1591 | loss: 0.0311576 | val_loss: 0.0311618 | Time: 1968.81 ms [2020-12-18 23:59:19 main:574] : INFO : Epoch 1592 | loss: 0.0311564 | val_loss: 0.0311642 | Time: 2018.85 ms [2020-12-18 23:59:22 main:574] : INFO : Epoch 1593 | loss: 0.0311562 | val_loss: 0.0311673 | Time: 2007.52 ms [2020-12-18 23:59:24 main:574] : INFO : Epoch 1594 | loss: 0.0311511 | val_loss: 0.0311551 | Time: 2069.72 ms [2020-12-18 23:59:26 main:574] : INFO : Epoch 1595 | loss: 0.0311489 | val_loss: 0.0311554 | Time: 2008.48 ms [2020-12-18 23:59:28 main:574] : INFO : Epoch 1596 | loss: 0.0311464 | val_loss: 0.0311588 | Time: 2078.34 ms [2020-12-18 23:59:30 main:574] : INFO : Epoch 1597 | loss: 0.0311472 | val_loss: 0.0311563 | Time: 1990.35 ms [2020-12-18 23:59:32 main:574] : INFO : Epoch 1598 | loss: 0.0311446 | val_loss: 0.031155 | Time: 1998.2 ms [2020-12-18 23:59:34 main:574] : INFO : Epoch 1599 | loss: 0.0311452 | val_loss: 0.0311539 | Time: 2031.39 ms [2020-12-18 23:59:36 main:574] : INFO : Epoch 1600 | loss: 0.0311485 | val_loss: 0.0311547 | Time: 2035.56 ms [2020-12-18 23:59:38 main:574] : INFO : Epoch 1601 | loss: 0.0311448 | val_loss: 0.0311563 | Time: 1932.48 ms [2020-12-18 23:59:40 main:574] : INFO : Epoch 1602 | loss: 0.0311485 | val_loss: 0.0311563 | Time: 1957.29 ms [2020-12-18 23:59:42 main:574] : INFO : Epoch 1603 | loss: 0.0311451 | val_loss: 0.0311566 | Time: 2063.97 ms [2020-12-18 23:59:44 main:574] : INFO : Epoch 1604 | loss: 0.0311501 | val_loss: 0.0311589 | Time: 2092.65 ms [2020-12-18 23:59:46 main:574] : INFO : Epoch 1605 | loss: 0.0311465 | val_loss: 0.0311602 | Time: 2105.93 ms [2020-12-18 23:59:49 main:574] : INFO : Epoch 1606 | loss: 0.0311421 | val_loss: 0.0311529 | Time: 2061.74 ms [2020-12-18 23:59:51 main:574] : INFO : Epoch 1607 | loss: 0.0311413 | val_loss: 0.0311578 | Time: 1950.18 ms [2020-12-18 23:59:53 main:574] : INFO : Epoch 1608 | loss: 0.0311414 | val_loss: 0.031159 | Time: 2002.46 ms [2020-12-18 23:59:55 main:574] : INFO : Epoch 1609 | loss: 0.0311459 | val_loss: 0.0311607 | Time: 2015.79 ms [2020-12-18 23:59:57 main:574] : INFO : Epoch 1610 | loss: 0.0311456 | val_loss: 0.0311682 | Time: 2019.51 ms [2020-12-18 23:59:59 main:574] : INFO : Epoch 1611 | loss: 0.0311434 | val_loss: 0.0311606 | Time: 1973.34 ms [2020-12-19 00:00:01 main:574] : INFO : Epoch 1612 | loss: 0.0311426 | val_loss: 0.0311601 | Time: 1957.74 ms [2020-12-19 00:00:03 main:574] : INFO : Epoch 1613 | loss: 0.0311433 | val_loss: 0.0311553 | Time: 2010.02 ms [2020-12-19 00:00:05 main:574] : INFO : Epoch 1614 | loss: 0.031141 | val_loss: 0.0311534 | Time: 1968.12 ms [2020-12-19 00:00:07 main:574] : INFO : Epoch 1615 | loss: 0.0311415 | val_loss: 0.0311579 | Time: 1999.58 ms [2020-12-19 00:00:09 main:574] : INFO : Epoch 1616 | loss: 0.0311412 | val_loss: 0.0311558 | Time: 1978.77 ms [2020-12-19 00:00:11 main:574] : INFO : Epoch 1617 | loss: 0.0311379 | val_loss: 0.0311534 | Time: 2026.91 ms [2020-12-19 00:00:13 main:574] : INFO : Epoch 1618 | loss: 0.0311375 | val_loss: 0.0311579 | Time: 1941.14 ms [2020-12-19 00:00:15 main:574] : INFO : Epoch 1619 | loss: 0.0311406 | val_loss: 0.0311532 | Time: 1941.39 ms [2020-12-19 00:00:17 main:574] : INFO : Epoch 1620 | loss: 0.0311425 | val_loss: 0.0311546 | Time: 1970.12 ms [2020-12-19 00:00:19 main:574] : INFO : Epoch 1621 | loss: 0.031139 | val_loss: 0.0311605 | Time: 2012.13 ms [2020-12-19 00:00:21 main:574] : INFO : Epoch 1622 | loss: 0.0311369 | val_loss: 0.0311589 | Time: 1996.8 ms [2020-12-19 00:00:23 main:574] : INFO : Epoch 1623 | loss: 0.0311372 | val_loss: 0.0311544 | Time: 2049.63 ms [2020-12-19 00:00:25 main:574] : INFO : Epoch 1624 | loss: 0.0311383 | val_loss: 0.0311566 | Time: 2032.98 ms [2020-12-19 00:00:27 main:574] : INFO : Epoch 1625 | loss: 0.0311376 | val_loss: 0.0311626 | Time: 2067.67 ms [2020-12-19 00:00:30 main:574] : INFO : Epoch 1626 | loss: 0.0311352 | val_loss: 0.0311527 | Time: 2029.87 ms [2020-12-19 00:00:32 main:574] : INFO : Epoch 1627 | loss: 0.0311356 | val_loss: 0.0311547 | Time: 2038.09 ms [2020-12-19 00:00:34 main:574] : INFO : Epoch 1628 | loss: 0.031133 | val_loss: 0.0311528 | Time: 2023.82 ms [2020-12-19 00:00:36 main:574] : INFO : Epoch 1629 | loss: 0.0311366 | val_loss: 0.0311558 | Time: 2037.96 ms [2020-12-19 00:00:38 main:574] : INFO : Epoch 1630 | loss: 0.0311344 | val_loss: 0.0311525 | Time: 1959.11 ms [2020-12-19 00:00:40 main:574] : INFO : Epoch 1631 | loss: 0.031134 | val_loss: 0.0311521 | Time: 2001.39 ms [2020-12-19 00:00:42 main:574] : INFO : Epoch 1632 | loss: 0.0311318 | val_loss: 0.0311645 | Time: 1987.18 ms [2020-12-19 00:00:44 main:574] : INFO : Epoch 1633 | loss: 0.0311365 | val_loss: 0.0311528 | Time: 2047.49 ms [2020-12-19 00:00:46 main:574] : INFO : Epoch 1634 | loss: 0.0311347 | val_loss: 0.0311596 | Time: 1949.8 ms [2020-12-19 00:00:48 main:574] : INFO : Epoch 1635 | loss: 0.031138 | val_loss: 0.0311611 | Time: 2026.14 ms [2020-12-19 00:00:50 main:574] : INFO : Epoch 1636 | loss: 0.0311344 | val_loss: 0.0311551 | Time: 2043.55 ms [2020-12-19 00:00:52 main:574] : INFO : Epoch 1637 | loss: 0.0311323 | val_loss: 0.0311558 | Time: 2020.72 ms [2020-12-19 00:00:54 main:574] : INFO : Epoch 1638 | loss: 0.0311343 | val_loss: 0.0311634 | Time: 2090.9 ms [2020-12-19 00:00:57 main:574] : INFO : Epoch 1639 | loss: 0.0311377 | val_loss: 0.0311632 | Time: 2014.92 ms [2020-12-19 00:00:59 main:574] : INFO : Epoch 1640 | loss: 0.0311396 | val_loss: 0.0311566 | Time: 1962.45 ms [2020-12-19 00:01:01 main:574] : INFO : Epoch 1641 | loss: 0.0311317 | val_loss: 0.0311555 | Time: 2040.11 ms [2020-12-19 00:01:03 main:574] : INFO : Epoch 1642 | loss: 0.0311305 | val_loss: 0.0311531 | Time: 1990.54 ms [2020-12-19 00:01:05 main:574] : INFO : Epoch 1643 | loss: 0.0311293 | val_loss: 0.0311514 | Time: 2013.81 ms [2020-12-19 00:01:07 main:574] : INFO : Epoch 1644 | loss: 0.0311312 | val_loss: 0.0311563 | Time: 2026.76 ms [2020-12-19 00:01:09 main:574] : INFO : Epoch 1645 | loss: 0.0311302 | val_loss: 0.0311503 | Time: 2005.95 ms [2020-12-19 00:01:11 main:574] : INFO : Epoch 1646 | loss: 0.0311295 | val_loss: 0.0311597 | Time: 1989.54 ms [2020-12-19 00:01:13 main:574] : INFO : Epoch 1647 | loss: 0.0311306 | val_loss: 0.0311512 | Time: 2004.94 ms [2020-12-19 00:01:15 main:574] : INFO : Epoch 1648 | loss: 0.0311348 | val_loss: 0.0311516 | Time: 2061.48 ms [2020-12-19 00:01:17 main:574] : INFO : Epoch 1649 | loss: 0.0311345 | val_loss: 0.0311565 | Time: 2008.59 ms [2020-12-19 00:01:19 main:574] : INFO : Epoch 1650 | loss: 0.0311362 | val_loss: 0.0311615 | Time: 2048.64 ms [2020-12-19 00:01:21 main:574] : INFO : Epoch 1651 | loss: 0.0311306 | val_loss: 0.0311549 | Time: 2016.32 ms [2020-12-19 00:01:23 main:574] : INFO : Epoch 1652 | loss: 0.0311279 | val_loss: 0.0311536 | Time: 2051.92 ms [2020-12-19 00:01:25 main:574] : INFO : Epoch 1653 | loss: 0.0311309 | val_loss: 0.0311549 | Time: 2051.93 ms [2020-12-19 00:01:28 main:574] : INFO : Epoch 1654 | loss: 0.0311315 | val_loss: 0.0311518 | Time: 2030.87 ms [2020-12-19 00:01:30 main:574] : INFO : Epoch 1655 | loss: 0.0311299 | val_loss: 0.0311574 | Time: 2028.52 ms [2020-12-19 00:01:32 main:574] : INFO : Epoch 1656 | loss: 0.0311299 | val_loss: 0.0311539 | Time: 1988.5 ms [2020-12-19 00:01:34 main:574] : INFO : Epoch 1657 | loss: 0.0311299 | val_loss: 0.0311561 | Time: 2011.33 ms [2020-12-19 00:01:36 main:574] : INFO : Epoch 1658 | loss: 0.0311293 | val_loss: 0.0311553 | Time: 2018.12 ms [2020-12-19 00:01:38 main:574] : INFO : Epoch 1659 | loss: 0.0311314 | val_loss: 0.0311536 | Time: 2062.84 ms [2020-12-19 00:01:40 main:574] : INFO : Epoch 1660 | loss: 0.031131 | val_loss: 0.0311553 | Time: 2024.35 ms [2020-12-19 00:01:42 main:574] : INFO : Epoch 1661 | loss: 0.0311308 | val_loss: 0.0311515 | Time: 2036.49 ms [2020-12-19 00:01:44 main:574] : INFO : Epoch 1662 | loss: 0.031133 | val_loss: 0.0311537 | Time: 2053.36 ms [2020-12-19 00:01:46 main:574] : INFO : Epoch 1663 | loss: 0.0311282 | val_loss: 0.0311528 | Time: 2060.58 ms [2020-12-19 00:01:49 main:574] : INFO : Epoch 1664 | loss: 0.0311293 | val_loss: 0.0311582 | Time: 2051.03 ms [2020-12-19 00:01:51 main:574] : INFO : Epoch 1665 | loss: 0.0311275 | val_loss: 0.0311571 | Time: 2013.58 ms [2020-12-19 00:01:53 main:574] : INFO : Epoch 1666 | loss: 0.0311257 | val_loss: 0.0311534 | Time: 2039.75 ms [2020-12-19 00:01:55 main:574] : INFO : Epoch 1667 | loss: 0.0311272 | val_loss: 0.0311521 | Time: 2060.38 ms [2020-12-19 00:01:57 main:574] : INFO : Epoch 1668 | loss: 0.0311279 | val_loss: 0.0311526 | Time: 2072.14 ms [2020-12-19 00:01:59 main:574] : INFO : Epoch 1669 | loss: 0.0311314 | val_loss: 0.0311611 | Time: 2049.87 ms [2020-12-19 00:02:01 main:574] : INFO : Epoch 1670 | loss: 0.0311278 | val_loss: 0.0311579 | Time: 2041.7 ms [2020-12-19 00:02:03 main:574] : INFO : Epoch 1671 | loss: 0.0311287 | val_loss: 0.0311587 | Time: 2051.63 ms [2020-12-19 00:02:05 main:574] : INFO : Epoch 1672 | loss: 0.0311324 | val_loss: 0.0311639 | Time: 2051.45 ms [2020-12-19 00:02:08 main:574] : INFO : Epoch 1673 | loss: 0.0311323 | val_loss: 0.0311521 | Time: 2049.19 ms [2020-12-19 00:02:10 main:574] : INFO : Epoch 1674 | loss: 0.0311252 | val_loss: 0.0311537 | Time: 1991.64 ms [2020-12-19 00:02:12 main:574] : INFO : Epoch 1675 | loss: 0.0311241 | val_loss: 0.031158 | Time: 1984.81 ms [2020-12-19 00:02:14 main:574] : INFO : Epoch 1676 | loss: 0.0311278 | val_loss: 0.0311543 | Time: 2041.44 ms [2020-12-19 00:02:16 main:574] : INFO : Epoch 1677 | loss: 0.0311248 | val_loss: 0.0311584 | Time: 2011.96 ms [2020-12-19 00:02:18 main:574] : INFO : Epoch 1678 | loss: 0.0311296 | val_loss: 0.0311578 | Time: 1995.15 ms [2020-12-19 00:02:20 main:574] : INFO : Epoch 1679 | loss: 0.0311253 | val_loss: 0.0311542 | Time: 2020.1 ms [2020-12-19 00:02:22 main:574] : INFO : Epoch 1680 | loss: 0.0311247 | val_loss: 0.0311556 | Time: 2028.13 ms [2020-12-19 00:02:24 main:574] : INFO : Epoch 1681 | loss: 0.0311236 | val_loss: 0.0311499 | Time: 2013.47 ms [2020-12-19 00:02:26 main:574] : INFO : Epoch 1682 | loss: 0.0311239 | val_loss: 0.0311518 | Time: 2072.82 ms [2020-12-19 00:02:29 main:574] : INFO : Epoch 1683 | loss: 0.0311241 | val_loss: 0.0311525 | Time: 2316.22 ms [2020-12-19 00:02:31 main:574] : INFO : Epoch 1684 | loss: 0.0311244 | val_loss: 0.0311522 | Time: 2108.05 ms [2020-12-19 00:02:33 main:574] : INFO : Epoch 1685 | loss: 0.0311235 | val_loss: 0.031158 | Time: 2044.91 ms [2020-12-19 00:02:35 main:574] : INFO : Epoch 1686 | loss: 0.0311249 | val_loss: 0.0311573 | Time: 2042.9 ms [2020-12-19 00:02:37 main:574] : INFO : Epoch 1687 | loss: 0.0311272 | val_loss: 0.0311561 | Time: 2040.29 ms [2020-12-19 00:02:39 main:574] : INFO : Epoch 1688 | loss: 0.0311243 | val_loss: 0.031153 | Time: 1992.53 ms [2020-12-19 00:02:41 main:574] : INFO : Epoch 1689 | loss: 0.031128 | val_loss: 0.0311668 | Time: 2019.12 ms [2020-12-19 00:02:43 main:574] : INFO : Epoch 1690 | loss: 0.0311317 | val_loss: 0.031157 | Time: 1976.83 ms [2020-12-19 00:02:45 main:574] : INFO : Epoch 1691 | loss: 0.0311326 | val_loss: 0.0311589 | Time: 2027.28 ms [2020-12-19 00:02:47 main:574] : INFO : Epoch 1692 | loss: 0.0311254 | val_loss: 0.0311574 | Time: 2040.75 ms [2020-12-19 00:02:50 main:574] : INFO : Epoch 1693 | loss: 0.0311229 | val_loss: 0.0311558 | Time: 2085.6 ms [2020-12-19 00:02:52 main:574] : INFO : Epoch 1694 | loss: 0.0311237 | val_loss: 0.0311539 | Time: 2068.54 ms [2020-12-19 00:02:54 main:574] : INFO : Epoch 1695 | loss: 0.0311219 | val_loss: 0.0311544 | Time: 2046.24 ms [2020-12-19 00:02:56 main:574] : INFO : Epoch 1696 | loss: 0.0311238 | val_loss: 0.031153 | Time: 2009.77 ms [2020-12-19 00:02:58 main:574] : INFO : Epoch 1697 | loss: 0.031124 | val_loss: 0.0311593 | Time: 2021.49 ms [2020-12-19 00:03:00 main:574] : INFO : Epoch 1698 | loss: 0.0311234 | val_loss: 0.0311562 | Time: 1982.01 ms [2020-12-19 00:03:02 main:574] : INFO : Epoch 1699 | loss: 0.0311241 | val_loss: 0.0311599 | Time: 1980.31 ms [2020-12-19 00:03:04 main:574] : INFO : Epoch 1700 | loss: 0.0311223 | val_loss: 0.0311541 | Time: 2011.64 ms [2020-12-19 00:03:06 main:574] : INFO : Epoch 1701 | loss: 0.0311234 | val_loss: 0.0311586 | Time: 2030.15 ms [2020-12-19 00:03:08 main:574] : INFO : Epoch 1702 | loss: 0.0311229 | val_loss: 0.0311539 | Time: 2087.53 ms [2020-12-19 00:03:10 main:574] : INFO : Epoch 1703 | loss: 0.0311213 | val_loss: 0.0311514 | Time: 2043.15 ms [2020-12-19 00:03:12 main:574] : INFO : Epoch 1704 | loss: 0.0311246 | val_loss: 0.0311591 | Time: 2019.53 ms [2020-12-19 00:03:14 main:574] : INFO : Epoch 1705 | loss: 0.0311278 | val_loss: 0.0311568 | Time: 2036.15 ms [2020-12-19 00:03:16 main:574] : INFO : Epoch 1706 | loss: 0.0311243 | val_loss: 0.0311547 | Time: 1941.63 ms [2020-12-19 00:03:19 main:574] : INFO : Epoch 1707 | loss: 0.031122 | val_loss: 0.0311537 | Time: 2017.45 ms [2020-12-19 00:03:21 main:574] : INFO : Epoch 1708 | loss: 0.0311215 | val_loss: 0.031155 | Time: 1980.93 ms [2020-12-19 00:03:23 main:574] : INFO : Epoch 1709 | loss: 0.0311226 | val_loss: 0.0311601 | Time: 2049.9 ms [2020-12-19 00:03:25 main:574] : INFO : Epoch 1710 | loss: 0.0311247 | val_loss: 0.0311539 | Time: 2055.02 ms [2020-12-19 00:03:27 main:574] : INFO : Epoch 1711 | loss: 0.0311255 | val_loss: 0.0311529 | Time: 1997.95 ms [2020-12-19 00:03:29 main:574] : INFO : Epoch 1712 | loss: 0.0311251 | val_loss: 0.0311543 | Time: 2278.06 ms [2020-12-19 00:03:31 main:574] : INFO : Epoch 1713 | loss: 0.0311208 | val_loss: 0.0311605 | Time: 1976.79 ms [2020-12-19 00:03:33 main:574] : INFO : Epoch 1714 | loss: 0.0311246 | val_loss: 0.0311593 | Time: 1973.48 ms [2020-12-19 00:03:35 main:574] : INFO : Epoch 1715 | loss: 0.0311249 | val_loss: 0.0311519 | Time: 1984.04 ms [2020-12-19 00:03:37 main:574] : INFO : Epoch 1716 | loss: 0.0311215 | val_loss: 0.0311562 | Time: 2042.37 ms [2020-12-19 00:03:39 main:574] : INFO : Epoch 1717 | loss: 0.0311202 | val_loss: 0.0311613 | Time: 2004.9 ms [2020-12-19 00:03:41 main:574] : INFO : Epoch 1718 | loss: 0.0311243 | val_loss: 0.0311566 | Time: 2056.66 ms [2020-12-19 00:03:44 main:574] : INFO : Epoch 1719 | loss: 0.0311252 | val_loss: 0.0311568 | Time: 2001.28 ms [2020-12-19 00:03:46 main:574] : INFO : Epoch 1720 | loss: 0.031121 | val_loss: 0.031156 | Time: 1952.02 ms [2020-12-19 00:03:48 main:574] : INFO : Epoch 1721 | loss: 0.0311269 | val_loss: 0.031167 | Time: 2062.68 ms [2020-12-19 00:03:50 main:574] : INFO : Epoch 1722 | loss: 0.0311285 | val_loss: 0.0311551 | Time: 2171.45 ms [2020-12-19 00:03:52 main:574] : INFO : Epoch 1723 | loss: 0.0311271 | val_loss: 0.0311609 | Time: 2000.77 ms [2020-12-19 00:03:54 main:574] : INFO : Epoch 1724 | loss: 0.0311214 | val_loss: 0.0311594 | Time: 2012.33 ms [2020-12-19 00:03:56 main:574] : INFO : Epoch 1725 | loss: 0.0311188 | val_loss: 0.0311559 | Time: 1986.79 ms [2020-12-19 00:03:58 main:574] : INFO : Epoch 1726 | loss: 0.0311225 | val_loss: 0.0311607 | Time: 2000.84 ms [2020-12-19 00:04:00 main:574] : INFO : Epoch 1727 | loss: 0.0311207 | val_loss: 0.0311541 | Time: 2019.89 ms [2020-12-19 00:04:02 main:574] : INFO : Epoch 1728 | loss: 0.0311189 | val_loss: 0.0311563 | Time: 2001.82 ms [2020-12-19 00:04:05 main:574] : INFO : Epoch 1729 | loss: 0.0311186 | val_loss: 0.0311619 | Time: 2024.77 ms [2020-12-19 00:04:07 main:574] : INFO : Epoch 1730 | loss: 0.0311211 | val_loss: 0.0311544 | Time: 2032.11 ms [2020-12-19 00:04:09 main:574] : INFO : Epoch 1731 | loss: 0.0311246 | val_loss: 0.0311598 | Time: 1978.06 ms [2020-12-19 00:04:11 main:574] : INFO : Epoch 1732 | loss: 0.0311196 | val_loss: 0.0311574 | Time: 1977.08 ms [2020-12-19 00:04:13 main:574] : INFO : Epoch 1733 | loss: 0.0311181 | val_loss: 0.0311639 | Time: 1978.77 ms [2020-12-19 00:04:15 main:574] : INFO : Epoch 1734 | loss: 0.0311209 | val_loss: 0.0311515 | Time: 2035.46 ms [2020-12-19 00:04:17 main:574] : INFO : Epoch 1735 | loss: 0.0311173 | val_loss: 0.0311564 | Time: 2028.5 ms [2020-12-19 00:04:19 main:574] : INFO : Epoch 1736 | loss: 0.0311171 | val_loss: 0.0311696 | Time: 1993.24 ms [2020-12-19 00:04:21 main:574] : INFO : Epoch 1737 | loss: 0.0311218 | val_loss: 0.0311604 | Time: 2007.07 ms [2020-12-19 00:04:23 main:574] : INFO : Epoch 1738 | loss: 0.0311192 | val_loss: 0.0311593 | Time: 2030.58 ms [2020-12-19 00:04:25 main:574] : INFO : Epoch 1739 | loss: 0.0311192 | val_loss: 0.0311579 | Time: 2000.63 ms [2020-12-19 00:04:27 main:574] : INFO : Epoch 1740 | loss: 0.0311174 | val_loss: 0.0311573 | Time: 2048.1 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1060 6GB) [2020-12-19 01:07:22 main:435] : INFO : Set logging level to 1 [2020-12-19 01:07:22 main:441] : INFO : Running in BOINC Client mode [2020-12-19 01:07:22 main:444] : INFO : Resolving all filenames [2020-12-19 01:07:22 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2020-12-19 01:07:22 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1608176120-8464-0_1_r1820110985_1 (exists = 1) [2020-12-19 01:07:22 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1608176120-8464-0_1_r1820110985_0 (exists = 0) [2020-12-19 01:07:22 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-12-19 01:07:22 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2020-12-19 01:07:22 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2020-12-19 01:07:22 main:474] : INFO : Configuration: [2020-12-19 01:07:22 main:475] : INFO : Model type: GRU [2020-12-19 01:07:22 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-12-19 01:07:22 main:477] : INFO : Max Epochs: 2048 [2020-12-19 01:07:22 main:478] : INFO : Batch Size: 128 [2020-12-19 01:07:22 main:479] : INFO : Learning Rate: 0.01 [2020-12-19 01:07:22 main:480] : INFO : Patience: 10 [2020-12-19 01:07:23 main:481] : INFO : Hidden Width: 12 [2020-12-19 01:07:23 main:482] : INFO : # Recurrent Layers: 4 [2020-12-19 01:07:23 main:483] : INFO : # Backend Layers: 4 [2020-12-19 01:07:23 main:484] : INFO : # Threads: 1 [2020-12-19 01:07:23 main:486] : INFO : Preparing Dataset [2020-12-19 01:07:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-19 01:07:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-19 01:07:25 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2020-12-19 01:07:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-19 01:07:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-19 01:07:25 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-12-19 01:07:26 main:494] : INFO : Creating Model [2020-12-19 01:07:26 main:507] : INFO : Preparing config file [2020-12-19 01:07:26 main:511] : INFO : Found checkpoint, attempting to load... [2020-12-19 01:07:26 main:512] : INFO : Loading config [2020-12-19 01:07:26 main:514] : INFO : Loading state [2020-12-19 01:07:27 main:559] : INFO : Loading DataLoader into Memory [2020-12-19 01:07:27 main:562] : INFO : Starting Training [2020-12-19 01:07:29 main:574] : INFO : Epoch 1735 | loss: 0.0314828 | val_loss: 0.0313013 | Time: 2411.71 ms [2020-12-19 01:07:31 main:574] : INFO : Epoch 1736 | loss: 0.0312525 | val_loss: 0.0312196 | Time: 2150.86 ms [2020-12-19 01:07:33 main:574] : INFO : Epoch 1737 | loss: 0.0311704 | val_loss: 0.031159 | Time: 2052.65 ms [2020-12-19 01:07:35 main:574] : INFO : Epoch 1738 | loss: 0.0311302 | val_loss: 0.0311562 | Time: 2008.48 ms [2020-12-19 01:07:38 main:574] : INFO : Epoch 1739 | loss: 0.0311226 | val_loss: 0.0311523 | Time: 1985.8 ms [2020-12-19 01:07:40 main:574] : INFO : Epoch 1740 | loss: 0.031122 | val_loss: 0.0311497 | Time: 2035.5 ms [2020-12-19 01:07:42 main:574] : INFO : Epoch 1741 | loss: 0.031119 | val_loss: 0.0311577 | Time: 1995.81 ms [2020-12-19 01:07:44 main:574] : INFO : Epoch 1742 | loss: 0.0311211 | val_loss: 0.0311519 | Time: 1949.8 ms [2020-12-19 01:07:46 main:574] : INFO : Epoch 1743 | loss: 0.0311189 | val_loss: 0.0311521 | Time: 1931.47 ms [2020-12-19 01:07:48 main:574] : INFO : Epoch 1744 | loss: 0.0311206 | val_loss: 0.0311541 | Time: 1993.16 ms [2020-12-19 01:07:50 main:574] : INFO : Epoch 1745 | loss: 0.031119 | val_loss: 0.0311521 | Time: 1918.93 ms [2020-12-19 01:07:52 main:574] : INFO : Epoch 1746 | loss: 0.0311181 | val_loss: 0.0311529 | Time: 2010.41 ms [2020-12-19 01:07:54 main:574] : INFO : Epoch 1747 | loss: 0.0311219 | val_loss: 0.031157 | Time: 1982.11 ms [2020-12-19 01:07:56 main:574] : INFO : Epoch 1748 | loss: 0.0311177 | val_loss: 0.0311558 | Time: 2056.49 ms [2020-12-19 01:07:58 main:574] : INFO : Epoch 1749 | loss: 0.0311157 | val_loss: 0.0311532 | Time: 2029.5 ms [2020-12-19 01:08:00 main:574] : INFO : Epoch 1750 | loss: 0.0311161 | val_loss: 0.0311549 | Time: 1979.08 ms [2020-12-19 01:08:02 main:574] : INFO : Epoch 1751 | loss: 0.0311145 | val_loss: 0.0311593 | Time: 2011.74 ms [2020-12-19 01:08:04 main:574] : INFO : Epoch 1752 | loss: 0.0311152 | val_loss: 0.0311558 | Time: 1984.22 ms [2020-12-19 01:08:06 main:574] : INFO : Epoch 1753 | loss: 0.0311189 | val_loss: 0.0311581 | Time: 1978.64 ms [2020-12-19 01:08:08 main:574] : INFO : Epoch 1754 | loss: 0.0311182 | val_loss: 0.0311572 | Time: 2043.08 ms [2020-12-19 01:08:10 main:574] : INFO : Epoch 1755 | loss: 0.0311173 | val_loss: 0.031157 | Time: 1958.82 ms [2020-12-19 01:08:12 main:574] : INFO : Epoch 1756 | loss: 0.0311167 | val_loss: 0.031161 | Time: 1997.82 ms [2020-12-19 01:08:14 main:574] : INFO : Epoch 1757 | loss: 0.0311155 | val_loss: 0.0311549 | Time: 1944.43 ms [2020-12-19 01:08:16 main:574] : INFO : Epoch 1758 | loss: 0.0311146 | val_loss: 0.0311569 | Time: 2078.92 ms [2020-12-19 01:08:18 main:574] : INFO : Epoch 1759 | loss: 0.0311135 | val_loss: 0.0311563 | Time: 1997.83 ms [2020-12-19 01:08:20 main:574] : INFO : Epoch 1760 | loss: 0.0311173 | val_loss: 0.0311535 | Time: 2021.38 ms [2020-12-19 01:08:23 main:574] : INFO : Epoch 1761 | loss: 0.0311156 | val_loss: 0.0311557 | Time: 2342.65 ms [2020-12-19 01:08:25 main:574] : INFO : Epoch 1762 | loss: 0.0311162 | val_loss: 0.0311623 | Time: 2029.38 ms [2020-12-19 01:08:27 main:574] : INFO : Epoch 1763 | loss: 0.0311196 | val_loss: 0.031159 | Time: 2001.52 ms [2020-12-19 01:08:29 main:574] : INFO : Epoch 1764 | loss: 0.0311163 | val_loss: 0.0311575 | Time: 1944.63 ms [2020-12-19 01:08:31 main:574] : INFO : Epoch 1765 | loss: 0.0311211 | val_loss: 0.0311535 | Time: 2000.13 ms [2020-12-19 01:08:33 main:574] : INFO : Epoch 1766 | loss: 0.0311236 | val_loss: 0.0311531 | Time: 2040.26 ms [2020-12-19 01:08:35 main:574] : INFO : Epoch 1767 | loss: 0.0311161 | val_loss: 0.0311544 | Time: 2013.68 ms [2020-12-19 01:08:37 main:574] : INFO : Epoch 1768 | loss: 0.0311139 | val_loss: 0.0311529 | Time: 2042.19 ms [2020-12-19 01:08:39 main:574] : INFO : Epoch 1769 | loss: 0.0311138 | val_loss: 0.0311603 | Time: 1994.45 ms [2020-12-19 01:08:41 main:574] : INFO : Epoch 1770 | loss: 0.0311145 | val_loss: 0.0311555 | Time: 1964.48 ms [2020-12-19 01:08:43 main:574] : INFO : Epoch 1771 | loss: 0.0311164 | val_loss: 0.0311532 | Time: 2011.79 ms [2020-12-19 01:08:45 main:574] : INFO : Epoch 1772 | loss: 0.0311149 | val_loss: 0.0311497 | Time: 2009.93 ms [2020-12-19 01:08:47 main:574] : INFO : Epoch 1773 | loss: 0.0311138 | val_loss: 0.0311568 | Time: 1948.5 ms [2020-12-19 01:08:50 main:574] : INFO : Epoch 1774 | loss: 0.0311147 | val_loss: 0.0311563 | Time: 2041.23 ms [2020-12-19 01:08:52 main:574] : INFO : Epoch 1775 | loss: 0.0311113 | val_loss: 0.0311562 | Time: 2057.85 ms [2020-12-19 01:08:54 main:574] : INFO : Epoch 1776 | loss: 0.0311152 | val_loss: 0.031157 | Time: 2056.06 ms [2020-12-19 01:08:56 main:574] : INFO : Epoch 1777 | loss: 0.0311132 | val_loss: 0.0311566 | Time: 1991.35 ms [2020-12-19 01:08:58 main:574] : INFO : Epoch 1778 | loss: 0.0311126 | val_loss: 0.0311556 | Time: 2010.96 ms [2020-12-19 01:09:00 main:574] : INFO : Epoch 1779 | loss: 0.0311121 | val_loss: 0.0311588 | Time: 2034.32 ms [2020-12-19 01:09:02 main:574] : INFO : Epoch 1780 | loss: 0.0311102 | val_loss: 0.0311543 | Time: 1943.46 ms [2020-12-19 01:09:04 main:574] : INFO : Epoch 1781 | loss: 0.0311092 | val_loss: 0.0311535 | Time: 2081.85 ms [2020-12-19 01:09:06 main:574] : INFO : Epoch 1782 | loss: 0.0311132 | val_loss: 0.0311514 | Time: 1984.4 ms [2020-12-19 01:09:08 main:574] : INFO : Epoch 1783 | loss: 0.0311118 | val_loss: 0.0311602 | Time: 2052.03 ms [2020-12-19 01:09:10 main:574] : INFO : Epoch 1784 | loss: 0.0311163 | val_loss: 0.0311576 | Time: 2059.28 ms [2020-12-19 01:09:12 main:574] : INFO : Epoch 1785 | loss: 0.0311172 | val_loss: 0.0311542 | Time: 2069.91 ms [2020-12-19 01:09:14 main:574] : INFO : Epoch 1786 | loss: 0.0311121 | val_loss: 0.0311561 | Time: 2003.29 ms [2020-12-19 01:09:17 main:574] : INFO : Epoch 1787 | loss: 0.0311132 | val_loss: 0.0311676 | Time: 2048.5 ms [2020-12-19 01:09:19 main:574] : INFO : Epoch 1788 | loss: 0.0311144 | val_loss: 0.0311553 | Time: 1999.52 ms [2020-12-19 01:09:21 main:574] : INFO : Epoch 1789 | loss: 0.0311138 | val_loss: 0.0311657 | Time: 2034.02 ms [2020-12-19 01:09:23 main:574] : INFO : Epoch 1790 | loss: 0.0311131 | val_loss: 0.031153 | Time: 2247.43 ms [2020-12-19 01:09:25 main:574] : INFO : Epoch 1791 | loss: 0.0311116 | val_loss: 0.0311616 | Time: 2005.2 ms [2020-12-19 01:09:27 main:574] : INFO : Epoch 1792 | loss: 0.0311103 | val_loss: 0.031166 | Time: 1996.16 ms [2020-12-19 01:09:29 main:574] : INFO : Epoch 1793 | loss: 0.0311159 | val_loss: 0.0311574 | Time: 2054.91 ms [2020-12-19 01:09:31 main:574] : INFO : Epoch 1794 | loss: 0.0311135 | val_loss: 0.0311564 | Time: 1934.7 ms [2020-12-19 01:09:33 main:574] : INFO : Epoch 1795 | loss: 0.0311116 | val_loss: 0.0311617 | Time: 2043.35 ms [2020-12-19 01:09:35 main:574] : INFO : Epoch 1796 | loss: 0.0311139 | val_loss: 0.0311591 | Time: 2059.56 ms [2020-12-19 01:09:37 main:574] : INFO : Epoch 1797 | loss: 0.0311115 | val_loss: 0.0311578 | Time: 2046.06 ms [2020-12-19 01:09:40 main:574] : INFO : Epoch 1798 | loss: 0.0311105 | val_loss: 0.031158 | Time: 2040.65 ms [2020-12-19 01:09:42 main:574] : INFO : Epoch 1799 | loss: 0.0311125 | val_loss: 0.0311565 | Time: 1920.37 ms [2020-12-19 01:09:44 main:574] : INFO : Epoch 1800 | loss: 0.0311112 | val_loss: 0.0311584 | Time: 1997.52 ms [2020-12-19 01:09:46 main:574] : INFO : Epoch 1801 | loss: 0.0311099 | val_loss: 0.0311564 | Time: 2048.53 ms [2020-12-19 01:09:48 main:574] : INFO : Epoch 1802 | loss: 0.0311095 | val_loss: 0.0311665 | Time: 2064.82 ms [2020-12-19 01:09:50 main:574] : INFO : Epoch 1803 | loss: 0.0311089 | val_loss: 0.0311557 | Time: 2056.76 ms [2020-12-19 01:09:52 main:574] : INFO : Epoch 1804 | loss: 0.0311088 | val_loss: 0.0311667 | Time: 2014.1 ms [2020-12-19 01:09:54 main:574] : INFO : Epoch 1805 | loss: 0.0311094 | val_loss: 0.0311604 | Time: 2041.24 ms [2020-12-19 01:09:56 main:574] : INFO : Epoch 1806 | loss: 0.0311094 | val_loss: 0.0311589 | Time: 2023.13 ms [2020-12-19 01:09:58 main:574] : INFO : Epoch 1807 | loss: 0.0311083 | val_loss: 0.0311649 | Time: 2011.94 ms [2020-12-19 01:10:00 main:574] : INFO : Epoch 1808 | loss: 0.0311062 | val_loss: 0.0311626 | Time: 2067.54 ms [2020-12-19 01:10:02 main:574] : INFO : Epoch 1809 | loss: 0.0311112 | val_loss: 0.0311727 | Time: 2021.86 ms [2020-12-19 01:10:04 main:574] : INFO : Epoch 1810 | loss: 0.0311105 | val_loss: 0.0311568 | Time: 1972.31 ms [2020-12-19 01:10:06 main:574] : INFO : Epoch 1811 | loss: 0.0311072 | val_loss: 0.0311639 | Time: 1978.17 ms [2020-12-19 01:10:09 main:574] : INFO : Epoch 1812 | loss: 0.0311042 | val_loss: 0.031158 | Time: 2076.58 ms [2020-12-19 01:10:11 main:574] : INFO : Epoch 1813 | loss: 0.0311042 | val_loss: 0.0311602 | Time: 2031.8 ms [2020-12-19 01:10:13 main:574] : INFO : Epoch 1814 | loss: 0.0311056 | val_loss: 0.0311571 | Time: 2061.32 ms [2020-12-19 01:10:15 main:574] : INFO : Epoch 1815 | loss: 0.0311071 | val_loss: 0.0311552 | Time: 1982.64 ms [2020-12-19 01:10:17 main:574] : INFO : Epoch 1816 | loss: 0.0311117 | val_loss: 0.031164 | Time: 2011.07 ms [2020-12-19 01:10:19 main:574] : INFO : Epoch 1817 | loss: 0.0311133 | val_loss: 0.0311544 | Time: 2033.7 ms [2020-12-19 01:10:21 main:574] : INFO : Epoch 1818 | loss: 0.0311117 | val_loss: 0.0311611 | Time: 2029.93 ms [2020-12-19 01:10:23 main:574] : INFO : Epoch 1819 | loss: 0.031111 | val_loss: 0.031154 | Time: 2227.93 ms [2020-12-19 01:10:25 main:574] : INFO : Epoch 1820 | loss: 0.0311074 | val_loss: 0.031158 | Time: 2075.75 ms [2020-12-19 01:10:28 main:574] : INFO : Epoch 1821 | loss: 0.031108 | val_loss: 0.0311667 | Time: 2009.28 ms [2020-12-19 01:10:29 main:574] : INFO : Epoch 1822 | loss: 0.0311132 | val_loss: 0.0311608 | Time: 1895.47 ms [2020-12-19 01:10:32 main:574] : INFO : Epoch 1823 | loss: 0.0311167 | val_loss: 0.0311699 | Time: 2016.2 ms [2020-12-19 01:10:34 main:574] : INFO : Epoch 1824 | loss: 0.0311086 | val_loss: 0.0311578 | Time: 2024.75 ms [2020-12-19 01:10:36 main:574] : INFO : Epoch 1825 | loss: 0.0311052 | val_loss: 0.0311561 | Time: 2060.12 ms [2020-12-19 01:10:38 main:574] : INFO : Epoch 1826 | loss: 0.0311115 | val_loss: 0.0311673 | Time: 2051.99 ms [2020-12-19 01:10:40 main:574] : INFO : Epoch 1827 | loss: 0.0311085 | val_loss: 0.0311625 | Time: 2067.5 ms [2020-12-19 01:10:42 main:574] : INFO : Epoch 1828 | loss: 0.0311074 | val_loss: 0.0311562 | Time: 2036.78 ms [2020-12-19 01:10:44 main:574] : INFO : Epoch 1829 | loss: 0.0311127 | val_loss: 0.0311584 | Time: 2022.31 ms [2020-12-19 01:10:46 main:574] : INFO : Epoch 1830 | loss: 0.031104 | val_loss: 0.0311604 | Time: 2008.08 ms [2020-12-19 01:10:48 main:574] : INFO : Epoch 1831 | loss: 0.0311041 | val_loss: 0.0311614 | Time: 2008.4 ms [2020-12-19 01:10:50 main:574] : INFO : Epoch 1832 | loss: 0.0311023 | val_loss: 0.0311586 | Time: 2073.83 ms [2020-12-19 01:10:52 main:574] : INFO : Epoch 1833 | loss: 0.0311024 | val_loss: 0.0311623 | Time: 2007.89 ms [2020-12-19 01:10:54 main:574] : INFO : Epoch 1834 | loss: 0.0311071 | val_loss: 0.0311606 | Time: 2029.86 ms [2020-12-19 01:10:56 main:574] : INFO : Epoch 1835 | loss: 0.0311077 | val_loss: 0.0311583 | Time: 2005.35 ms [2020-12-19 01:10:59 main:574] : INFO : Epoch 1836 | loss: 0.0311075 | val_loss: 0.0311539 | Time: 2048.54 ms [2020-12-19 01:11:01 main:574] : INFO : Epoch 1837 | loss: 0.0311038 | val_loss: 0.0311551 | Time: 1993.99 ms [2020-12-19 01:11:03 main:574] : INFO : Epoch 1838 | loss: 0.0311085 | val_loss: 0.0311627 | Time: 2007.53 ms [2020-12-19 01:11:05 main:574] : INFO : Epoch 1839 | loss: 0.0311044 | val_loss: 0.0311619 | Time: 1996.08 ms [2020-12-19 01:11:07 main:574] : INFO : Epoch 1840 | loss: 0.0311046 | val_loss: 0.031158 | Time: 1949.48 ms [2020-12-19 01:11:09 main:574] : INFO : Epoch 1841 | loss: 0.0311058 | val_loss: 0.0311704 | Time: 2044.96 ms [2020-12-19 01:11:11 main:574] : INFO : Epoch 1842 | loss: 0.0311068 | val_loss: 0.0311597 | Time: 1997.45 ms [2020-12-19 01:11:13 main:574] : INFO : Epoch 1843 | loss: 0.0311046 | val_loss: 0.0311576 | Time: 2059.13 ms [2020-12-19 01:11:15 main:574] : INFO : Epoch 1844 | loss: 0.0311042 | val_loss: 0.031164 | Time: 2035.34 ms [2020-12-19 01:11:17 main:574] : INFO : Epoch 1845 | loss: 0.0311024 | val_loss: 0.0311603 | Time: 1963.67 ms [2020-12-19 01:11:19 main:574] : INFO : Epoch 1846 | loss: 0.031108 | val_loss: 0.0311561 | Time: 2028.54 ms [2020-12-19 01:11:21 main:574] : INFO : Epoch 1847 | loss: 0.0311058 | val_loss: 0.0311565 | Time: 2095.19 ms [2020-12-19 01:11:24 main:574] : INFO : Epoch 1848 | loss: 0.0311015 | val_loss: 0.0311562 | Time: 2209.34 ms [2020-12-19 01:11:26 main:574] : INFO : Epoch 1849 | loss: 0.0311004 | val_loss: 0.0311539 | Time: 2034.94 ms [2020-12-19 01:11:28 main:574] : INFO : Epoch 1850 | loss: 0.0311031 | val_loss: 0.0311604 | Time: 1973.5 ms [2020-12-19 01:11:30 main:574] : INFO : Epoch 1851 | loss: 0.0311015 | val_loss: 0.0311572 | Time: 2058.37 ms [2020-12-19 01:11:32 main:574] : INFO : Epoch 1852 | loss: 0.0311013 | val_loss: 0.0311581 | Time: 2054.48 ms [2020-12-19 01:11:34 main:574] : INFO : Epoch 1853 | loss: 0.0310984 | val_loss: 0.0311554 | Time: 2050.01 ms [2020-12-19 01:11:36 main:574] : INFO : Epoch 1854 | loss: 0.0311062 | val_loss: 0.0311521 | Time: 1994.41 ms [2020-12-19 01:11:38 main:574] : INFO : Epoch 1855 | loss: 0.031105 | val_loss: 0.0311616 | Time: 1955.08 ms [2020-12-19 01:11:40 main:574] : INFO : Epoch 1856 | loss: 0.0310998 | val_loss: 0.0311591 | Time: 2064.24 ms [2020-12-19 01:11:43 main:574] : INFO : Epoch 1857 | loss: 0.0311018 | val_loss: 0.031165 | Time: 1992.21 ms [2020-12-19 01:11:45 main:574] : INFO : Epoch 1858 | loss: 0.0311004 | val_loss: 0.0311578 | Time: 2083.9 ms [2020-12-19 01:11:47 main:574] : INFO : Epoch 1859 | loss: 0.0311067 | val_loss: 0.0311586 | Time: 2016.82 ms [2020-12-19 01:11:49 main:574] : INFO : Epoch 1860 | loss: 0.0311121 | val_loss: 0.0311586 | Time: 2016.94 ms [2020-12-19 01:11:51 main:574] : INFO : Epoch 1861 | loss: 0.0311154 | val_loss: 0.0311581 | Time: 2070.85 ms [2020-12-19 01:11:53 main:574] : INFO : Epoch 1862 | loss: 0.0311077 | val_loss: 0.0311589 | Time: 1988.99 ms [2020-12-19 01:11:55 main:574] : INFO : Epoch 1863 | loss: 0.0311063 | val_loss: 0.0311539 | Time: 1977.78 ms [2020-12-19 01:11:57 main:574] : INFO : Epoch 1864 | loss: 0.0311035 | val_loss: 0.0311659 | Time: 2022.43 ms [2020-12-19 01:11:59 main:574] : INFO : Epoch 1865 | loss: 0.0311037 | val_loss: 0.0311558 | Time: 2007.84 ms [2020-12-19 01:12:01 main:574] : INFO : Epoch 1866 | loss: 0.0311029 | val_loss: 0.0311587 | Time: 2008.56 ms [2020-12-19 01:12:03 main:574] : INFO : Epoch 1867 | loss: 0.0311032 | val_loss: 0.0311564 | Time: 2031.87 ms [2020-12-19 01:12:05 main:574] : INFO : Epoch 1868 | loss: 0.0311018 | val_loss: 0.0311718 | Time: 2010.82 ms [2020-12-19 01:12:07 main:574] : INFO : Epoch 1869 | loss: 0.0311002 | val_loss: 0.031161 | Time: 2011.42 ms [2020-12-19 01:12:09 main:574] : INFO : Epoch 1870 | loss: 0.0310973 | val_loss: 0.03116 | Time: 1991.36 ms [2020-12-19 01:12:12 main:574] : INFO : Epoch 1871 | loss: 0.0311016 | val_loss: 0.0311645 | Time: 1999.32 ms [2020-12-19 01:12:14 main:574] : INFO : Epoch 1872 | loss: 0.0311035 | val_loss: 0.0311608 | Time: 2029.72 ms [2020-12-19 01:12:16 main:574] : INFO : Epoch 1873 | loss: 0.0311002 | val_loss: 0.0311664 | Time: 2043.43 ms [2020-12-19 01:12:18 main:574] : INFO : Epoch 1874 | loss: 0.0310988 | val_loss: 0.0311559 | Time: 2034.73 ms [2020-12-19 01:12:20 main:574] : INFO : Epoch 1875 | loss: 0.0310993 | val_loss: 0.0311599 | Time: 1996.51 ms [2020-12-19 01:12:22 main:574] : INFO : Epoch 1876 | loss: 0.0311007 | val_loss: 0.0311585 | Time: 2044.72 ms [2020-12-19 01:12:24 main:574] : INFO : Epoch 1877 | loss: 0.0311027 | val_loss: 0.0311652 | Time: 2286.45 ms [2020-12-19 01:12:26 main:574] : INFO : Epoch 1878 | loss: 0.0311044 | val_loss: 0.0311583 | Time: 2047.43 ms [2020-12-19 01:12:28 main:574] : INFO : Epoch 1879 | loss: 0.0311051 | val_loss: 0.0311663 | Time: 2032.15 ms [2020-12-19 01:12:31 main:574] : INFO : Epoch 1880 | loss: 0.0311044 | val_loss: 0.0311631 | Time: 2128.3 ms [2020-12-19 01:12:33 main:574] : INFO : Epoch 1881 | loss: 0.0311312 | val_loss: 0.0311741 | Time: 2012.31 ms [2020-12-19 01:12:35 main:574] : INFO : Epoch 1882 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 2063.81 ms [2020-12-19 01:12:37 main:574] : INFO : Epoch 1883 | loss: 0.0311594 | val_loss: 0.0311636 | Time: 2030.26 ms [2020-12-19 01:12:39 main:574] : INFO : Epoch 1884 | loss: 0.0311531 | val_loss: 0.0311549 | Time: 1954.04 ms [2020-12-19 01:12:41 main:574] : INFO : Epoch 1885 | loss: 0.0311609 | val_loss: 0.0311655 | Time: 2046.39 ms [2020-12-19 01:12:43 main:574] : INFO : Epoch 1886 | loss: 0.0311549 | val_loss: 0.031156 | Time: 2037.99 ms [2020-12-19 01:12:45 main:574] : INFO : Epoch 1887 | loss: 0.0311472 | val_loss: 0.0311533 | Time: 1936.95 ms [2020-12-19 01:12:47 main:574] : INFO : Epoch 1888 | loss: 0.0311444 | val_loss: 0.0311551 | Time: 2033.48 ms [2020-12-19 01:12:49 main:574] : INFO : Epoch 1889 | loss: 0.0311462 | val_loss: 0.0311671 | Time: 2031.6 ms [2020-12-19 01:12:51 main:574] : INFO : Epoch 1890 | loss: 0.0311638 | val_loss: 0.031163 | Time: 2015.03 ms [2020-12-19 01:12:53 main:574] : INFO : Epoch 1891 | loss: 0.0311599 | val_loss: 0.0311608 | Time: 1989.89 ms [2020-12-19 01:12:55 main:574] : INFO : Epoch 1892 | loss: 0.0311526 | val_loss: 0.0311578 | Time: 1989.09 ms [2020-12-19 01:12:57 main:574] : INFO : Epoch 1893 | loss: 0.0311473 | val_loss: 0.031156 | Time: 2052.55 ms [2020-12-19 01:13:00 main:574] : INFO : Epoch 1894 | loss: 0.0311441 | val_loss: 0.0311566 | Time: 2073.03 ms [2020-12-19 01:13:02 main:574] : INFO : Epoch 1895 | loss: 0.0311406 | val_loss: 0.0311529 | Time: 2030.67 ms [2020-12-19 01:13:04 main:574] : INFO : Epoch 1896 | loss: 0.0311395 | val_loss: 0.0311587 | Time: 2128.81 ms [2020-12-19 01:13:06 main:574] : INFO : Epoch 1897 | loss: 0.0311377 | val_loss: 0.0311524 | Time: 2057.84 ms [2020-12-19 01:13:08 main:574] : INFO : Epoch 1898 | loss: 0.0311382 | val_loss: 0.0311644 | Time: 2003.3 ms [2020-12-19 01:13:10 main:574] : INFO : Epoch 1899 | loss: 0.0311362 | val_loss: 0.0311515 | Time: 2043.19 ms [2020-12-19 01:13:12 main:574] : INFO : Epoch 1900 | loss: 0.0311327 | val_loss: 0.0311486 | Time: 2032.85 ms [2020-12-19 01:13:14 main:574] : INFO : Epoch 1901 | loss: 0.0311315 | val_loss: 0.0311482 | Time: 2071.43 ms [2020-12-19 01:13:16 main:574] : INFO : Epoch 1902 | loss: 0.0311312 | val_loss: 0.0311527 | Time: 1982.6 ms [2020-12-19 01:13:18 main:574] : INFO : Epoch 1903 | loss: 0.0311306 | val_loss: 0.0311466 | Time: 1992.75 ms [2020-12-19 01:13:20 main:574] : INFO : Epoch 1904 | loss: 0.0311399 | val_loss: 0.0311488 | Time: 1974.81 ms [2020-12-19 01:13:22 main:574] : INFO : Epoch 1905 | loss: 0.0311379 | val_loss: 0.0311486 | Time: 2064.46 ms [2020-12-19 01:13:25 main:574] : INFO : Epoch 1906 | loss: 0.0311319 | val_loss: 0.0311542 | Time: 2142.21 ms [2020-12-19 01:13:27 main:574] : INFO : Epoch 1907 | loss: 0.0311292 | val_loss: 0.0311465 | Time: 2052.71 ms [2020-12-19 01:13:29 main:574] : INFO : Epoch 1908 | loss: 0.0311286 | val_loss: 0.031154 | Time: 2051.91 ms [2020-12-19 01:13:31 main:574] : INFO : Epoch 1909 | loss: 0.0311459 | val_loss: 0.0311549 | Time: 2100.96 ms [2020-12-19 01:13:33 main:574] : INFO : Epoch 1910 | loss: 0.031138 | val_loss: 0.0311489 | Time: 2024.41 ms [2020-12-19 01:13:35 main:574] : INFO : Epoch 1911 | loss: 0.031133 | val_loss: 0.0311462 | Time: 2004.5 ms [2020-12-19 01:13:37 main:574] : INFO : Epoch 1912 | loss: 0.0311312 | val_loss: 0.031145 | Time: 2029.02 ms [2020-12-19 01:13:39 main:574] : INFO : Epoch 1913 | loss: 0.0311306 | val_loss: 0.0311443 | Time: 1948.52 ms [2020-12-19 01:13:41 main:574] : INFO : Epoch 1914 | loss: 0.0311285 | val_loss: 0.0311472 | Time: 2058.85 ms [2020-12-19 01:13:43 main:574] : INFO : Epoch 1915 | loss: 0.03113 | val_loss: 0.0311529 | Time: 2090.01 ms [2020-12-19 01:13:46 main:574] : INFO : Epoch 1916 | loss: 0.0311348 | val_loss: 0.03115 | Time: 1982.84 ms [2020-12-19 01:13:48 main:574] : INFO : Epoch 1917 | loss: 0.0311311 | val_loss: 0.0311489 | Time: 1937.04 ms [2020-12-19 01:13:50 main:574] : INFO : Epoch 1918 | loss: 0.0311274 | val_loss: 0.0311478 | Time: 2058.08 ms [2020-12-19 01:13:52 main:574] : INFO : Epoch 1919 | loss: 0.0311249 | val_loss: 0.0311461 | Time: 2032.8 ms [2020-12-19 01:13:54 main:574] : INFO : Epoch 1920 | loss: 0.0311247 | val_loss: 0.0311433 | Time: 2017.34 ms [2020-12-19 01:13:56 main:574] : INFO : Epoch 1921 | loss: 0.0311229 | val_loss: 0.0311445 | Time: 2025.84 ms [2020-12-19 01:13:58 main:574] : INFO : Epoch 1922 | loss: 0.0311225 | val_loss: 0.0311508 | Time: 2023.87 ms [2020-12-19 01:14:00 main:574] : INFO : Epoch 1923 | loss: 0.0311258 | val_loss: 0.031149 | Time: 2066.53 ms [2020-12-19 01:14:02 main:574] : INFO : Epoch 1924 | loss: 0.0311226 | val_loss: 0.0311449 | Time: 2024.12 ms [2020-12-19 01:14:04 main:574] : INFO : Epoch 1925 | loss: 0.0311218 | val_loss: 0.0311455 | Time: 2013.47 ms [2020-12-19 01:14:06 main:574] : INFO : Epoch 1926 | loss: 0.0311224 | val_loss: 0.0311496 | Time: 2044.83 ms [2020-12-19 01:14:08 main:574] : INFO : Epoch 1927 | loss: 0.0311189 | val_loss: 0.031142 | Time: 2013.81 ms [2020-12-19 01:14:10 main:574] : INFO : Epoch 1928 | loss: 0.0311172 | val_loss: 0.0311428 | Time: 2030.22 ms [2020-12-19 01:14:13 main:574] : INFO : Epoch 1929 | loss: 0.0311177 | val_loss: 0.0311448 | Time: 2051.15 ms [2020-12-19 01:14:15 main:574] : INFO : Epoch 1930 | loss: 0.0311199 | val_loss: 0.0311509 | Time: 2017.61 ms [2020-12-19 01:14:17 main:574] : INFO : Epoch 1931 | loss: 0.0311194 | val_loss: 0.0311494 | Time: 1978.91 ms [2020-12-19 01:14:19 main:574] : INFO : Epoch 1932 | loss: 0.0311184 | val_loss: 0.031148 | Time: 2026.19 ms [2020-12-19 01:14:21 main:574] : INFO : Epoch 1933 | loss: 0.0311218 | val_loss: 0.0311507 | Time: 1975.17 ms [2020-12-19 01:14:23 main:574] : INFO : Epoch 1934 | loss: 0.0311208 | val_loss: 0.0311522 | Time: 2096.95 ms [2020-12-19 01:14:25 main:574] : INFO : Epoch 1935 | loss: 0.0311168 | val_loss: 0.0311477 | Time: 2235.35 ms [2020-12-19 01:14:27 main:574] : INFO : Epoch 1936 | loss: 0.031115 | val_loss: 0.0311423 | Time: 1897.68 ms [2020-12-19 01:14:29 main:574] : INFO : Epoch 1937 | loss: 0.0311173 | val_loss: 0.0311513 | Time: 2007.76 ms [2020-12-19 01:14:31 main:574] : INFO : Epoch 1938 | loss: 0.0311266 | val_loss: 0.0311457 | Time: 2080.56 ms [2020-12-19 01:14:33 main:574] : INFO : Epoch 1939 | loss: 0.0311206 | val_loss: 0.0311418 | Time: 2058.02 ms [2020-12-19 01:14:35 main:574] : INFO : Epoch 1940 | loss: 0.0311187 | val_loss: 0.0311502 | Time: 2043 ms [2020-12-19 01:14:38 main:574] : INFO : Epoch 1941 | loss: 0.0311162 | val_loss: 0.0311444 | Time: 1987.26 ms [2020-12-19 01:14:40 main:574] : INFO : Epoch 1942 | loss: 0.0311148 | val_loss: 0.0311452 | Time: 1980.78 ms [2020-12-19 01:14:42 main:574] : INFO : Epoch 1943 | loss: 0.0311153 | val_loss: 0.0311426 | Time: 2022.85 ms [2020-12-19 01:14:44 main:574] : INFO : Epoch 1944 | loss: 0.0311173 | val_loss: 0.0311445 | Time: 2032.92 ms [2020-12-19 01:14:46 main:574] : INFO : Epoch 1945 | loss: 0.0311771 | val_loss: 0.0312321 | Time: 2014.4 ms [2020-12-19 01:14:48 main:574] : INFO : Epoch 1946 | loss: 0.0312342 | val_loss: 0.0312828 | Time: 1984.18 ms [2020-12-19 01:14:50 main:574] : INFO : Epoch 1947 | loss: 0.0312354 | val_loss: 0.0312076 | Time: 1997.5 ms [2020-12-19 01:14:52 main:574] : INFO : Epoch 1948 | loss: 0.0311949 | val_loss: 0.0311851 | Time: 2029.36 ms [2020-12-19 01:14:54 main:574] : INFO : Epoch 1949 | loss: 0.031185 | val_loss: 0.0311812 | Time: 2042.03 ms [2020-12-19 01:14:56 main:574] : INFO : Epoch 1950 | loss: 0.0311791 | val_loss: 0.031172 | Time: 1971.06 ms [2020-12-19 01:14:58 main:574] : INFO : Epoch 1951 | loss: 0.0311727 | val_loss: 0.0311693 | Time: 2105.81 ms [2020-12-19 01:15:00 main:574] : INFO : Epoch 1952 | loss: 0.0311701 | val_loss: 0.0311662 | Time: 2081.84 ms [2020-12-19 01:15:03 main:574] : INFO : Epoch 1953 | loss: 0.0311694 | val_loss: 0.0311661 | Time: 2076.56 ms [2020-12-19 01:15:05 main:574] : INFO : Epoch 1954 | loss: 0.0311677 | val_loss: 0.0311727 | Time: 2016.34 ms [2020-12-19 01:15:07 main:574] : INFO : Epoch 1955 | loss: 0.0311684 | val_loss: 0.0311633 | Time: 2020.09 ms [2020-12-19 01:15:09 main:574] : INFO : Epoch 1956 | loss: 0.031165 | val_loss: 0.0311653 | Time: 1992.82 ms [2020-12-19 01:15:11 main:574] : INFO : Epoch 1957 | loss: 0.0311659 | val_loss: 0.0311633 | Time: 1989.05 ms [2020-12-19 01:15:13 main:574] : INFO : Epoch 1958 | loss: 0.0311656 | val_loss: 0.0311651 | Time: 2011.38 ms [2020-12-19 01:15:15 main:574] : INFO : Epoch 1959 | loss: 0.0311632 | val_loss: 0.0311613 | Time: 1997.61 ms [2020-12-19 01:15:17 main:574] : INFO : Epoch 1960 | loss: 0.0311619 | val_loss: 0.0311607 | Time: 2021.5 ms [2020-12-19 01:15:19 main:574] : INFO : Epoch 1961 | loss: 0.031161 | val_loss: 0.0311646 | Time: 2026.26 ms [2020-12-19 01:15:21 main:574] : INFO : Epoch 1962 | loss: 0.0311638 | val_loss: 0.0311597 | Time: 1996.59 ms [2020-12-19 01:15:23 main:574] : INFO : Epoch 1963 | loss: 0.0311589 | val_loss: 0.0311611 | Time: 2010.85 ms [2020-12-19 01:15:25 main:574] : INFO : Epoch 1964 | loss: 0.0311592 | val_loss: 0.0311589 | Time: 2050.03 ms [2020-12-19 01:15:27 main:574] : INFO : Epoch 1965 | loss: 0.0311564 | val_loss: 0.0311661 | Time: 1938.87 ms [2020-12-19 01:15:29 main:574] : INFO : Epoch 1966 | loss: 0.0311607 | val_loss: 0.0311578 | Time: 1981.55 ms [2020-12-19 01:15:31 main:574] : INFO : Epoch 1967 | loss: 0.0311569 | val_loss: 0.031159 | Time: 2085.25 ms [2020-12-19 01:15:34 main:574] : INFO : Epoch 1968 | loss: 0.031154 | val_loss: 0.0311572 | Time: 2018.33 ms [2020-12-19 01:15:36 main:574] : INFO : Epoch 1969 | loss: 0.0311527 | val_loss: 0.0311592 | Time: 2016.53 ms [2020-12-19 01:15:38 main:574] : INFO : Epoch 1970 | loss: 0.0311523 | val_loss: 0.031158 | Time: 1988.91 ms [2020-12-19 01:15:40 main:574] : INFO : Epoch 1971 | loss: 0.0311522 | val_loss: 0.0311585 | Time: 2009.5 ms [2020-12-19 01:15:42 main:574] : INFO : Epoch 1972 | loss: 0.0311512 | val_loss: 0.0311556 | Time: 2054.57 ms [2020-12-19 01:15:44 main:574] : INFO : Epoch 1973 | loss: 0.0311538 | val_loss: 0.0311665 | Time: 2109.39 ms [2020-12-19 01:15:46 main:574] : INFO : Epoch 1974 | loss: 0.0311533 | val_loss: 0.0311542 | Time: 2091.59 ms [2020-12-19 01:15:48 main:574] : INFO : Epoch 1975 | loss: 0.0311502 | val_loss: 0.0311555 | Time: 2056.16 ms [2020-12-19 01:15:50 main:574] : INFO : Epoch 1976 | loss: 0.0311486 | val_loss: 0.0311556 | Time: 1969.83 ms [2020-12-19 01:15:52 main:574] : INFO : Epoch 1977 | loss: 0.0311498 | val_loss: 0.03116 | Time: 2033.32 ms [2020-12-19 01:15:54 main:574] : INFO : Epoch 1978 | loss: 0.03115 | val_loss: 0.0311565 | Time: 2014.99 ms [2020-12-19 01:15:56 main:574] : INFO : Epoch 1979 | loss: 0.0311478 | val_loss: 0.0311553 | Time: 1981 ms [2020-12-19 01:15:58 main:574] : INFO : Epoch 1980 | loss: 0.0311465 | val_loss: 0.0311537 | Time: 2014.54 ms [2020-12-19 01:16:01 main:574] : INFO : Epoch 1981 | loss: 0.0311457 | val_loss: 0.031157 | Time: 1994.21 ms [2020-12-19 01:16:03 main:574] : INFO : Epoch 1982 | loss: 0.0311453 | val_loss: 0.0311581 | Time: 2021.91 ms [2020-12-19 01:16:05 main:574] : INFO : Epoch 1983 | loss: 0.031145 | val_loss: 0.0311547 | Time: 2059.87 ms [2020-12-19 01:16:07 main:574] : INFO : Epoch 1984 | loss: 0.0311459 | val_loss: 0.031158 | Time: 1982.56 ms [2020-12-19 01:16:09 main:574] : INFO : Epoch 1985 | loss: 0.0311472 | val_loss: 0.0311568 | Time: 2001.01 ms [2020-12-19 01:16:11 main:574] : INFO : Epoch 1986 | loss: 0.0311478 | val_loss: 0.0311582 | Time: 1970.8 ms [2020-12-19 01:16:13 main:574] : INFO : Epoch 1987 | loss: 0.0311448 | val_loss: 0.031153 | Time: 2018.51 ms [2020-12-19 01:16:15 main:574] : INFO : Epoch 1988 | loss: 0.0311444 | val_loss: 0.0311527 | Time: 2023.09 ms [2020-12-19 01:16:17 main:574] : INFO : Epoch 1989 | loss: 0.0311431 | val_loss: 0.0311582 | Time: 2047.95 ms [2020-12-19 01:16:19 main:574] : INFO : Epoch 1990 | loss: 0.0311452 | val_loss: 0.031152 | Time: 2001.32 ms [2020-12-19 01:16:21 main:574] : INFO : Epoch 1991 | loss: 0.0311403 | val_loss: 0.031149 | Time: 2054.42 ms [2020-12-19 01:16:23 main:574] : INFO : Epoch 1992 | loss: 0.0311381 | val_loss: 0.031148 | Time: 2067.19 ms [2020-12-19 01:16:25 main:574] : INFO : Epoch 1993 | loss: 0.0311417 | val_loss: 0.0311583 | Time: 1940.16 ms [2020-12-19 01:16:27 main:574] : INFO : Epoch 1994 | loss: 0.0311434 | val_loss: 0.0311682 | Time: 2000.46 ms [2020-12-19 01:16:29 main:574] : INFO : Epoch 1995 | loss: 0.0311412 | val_loss: 0.0311492 | Time: 2000.36 ms [2020-12-19 01:16:31 main:574] : INFO : Epoch 1996 | loss: 0.0311389 | val_loss: 0.0311567 | Time: 2031.4 ms [2020-12-19 01:16:34 main:574] : INFO : Epoch 1997 | loss: 0.0311387 | val_loss: 0.0311516 | Time: 2012.79 ms [2020-12-19 01:16:36 main:574] : INFO : Epoch 1998 | loss: 0.0311364 | val_loss: 0.0311484 | Time: 2056.38 ms [2020-12-19 01:16:38 main:574] : INFO : Epoch 1999 | loss: 0.0311376 | val_loss: 0.0311476 | Time: 1996.3 ms [2020-12-19 01:16:40 main:574] : INFO : Epoch 2000 | loss: 0.0311361 | val_loss: 0.031148 | Time: 1951.89 ms [2020-12-19 01:16:42 main:574] : INFO : Epoch 2001 | loss: 0.0311374 | val_loss: 0.031148 | Time: 2044.23 ms [2020-12-19 01:16:44 main:574] : INFO : Epoch 2002 | loss: 0.0311363 | val_loss: 0.0311521 | Time: 2046.82 ms [2020-12-19 01:16:46 main:574] : INFO : Epoch 2003 | loss: 0.0311387 | val_loss: 0.0311555 | Time: 2137.14 ms [2020-12-19 01:16:48 main:574] : INFO : Epoch 2004 | loss: 0.0311372 | val_loss: 0.0311466 | Time: 2024.77 ms [2020-12-19 01:16:50 main:574] : INFO : Epoch 2005 | loss: 0.0311339 | val_loss: 0.031145 | Time: 1988.26 ms [2020-12-19 01:16:52 main:574] : INFO : Epoch 2006 | loss: 0.0311334 | val_loss: 0.0311556 | Time: 1973.04 ms [2020-12-19 01:16:54 main:574] : INFO : Epoch 2007 | loss: 0.0311344 | val_loss: 0.0311479 | Time: 1966.54 ms [2020-12-19 01:16:56 main:574] : INFO : Epoch 2008 | loss: 0.0311332 | val_loss: 0.031148 | Time: 1977.81 ms [2020-12-19 01:16:58 main:574] : INFO : Epoch 2009 | loss: 0.0311348 | val_loss: 0.0311533 | Time: 1995.79 ms [2020-12-19 01:17:00 main:574] : INFO : Epoch 2010 | loss: 0.0311333 | val_loss: 0.0311506 | Time: 2005.25 ms [2020-12-19 01:17:02 main:574] : INFO : Epoch 2011 | loss: 0.031132 | val_loss: 0.031145 | Time: 1957.7 ms [2020-12-19 01:17:04 main:574] : INFO : Epoch 2012 | loss: 0.0311316 | val_loss: 0.031144 | Time: 2013.55 ms [2020-12-19 01:17:06 main:574] : INFO : Epoch 2013 | loss: 0.031131 | val_loss: 0.0311484 | Time: 2037.26 ms [2020-12-19 01:17:09 main:574] : INFO : Epoch 2014 | loss: 0.0311344 | val_loss: 0.0311448 | Time: 2028.09 ms [2020-12-19 01:17:11 main:574] : INFO : Epoch 2015 | loss: 0.0311326 | val_loss: 0.0311497 | Time: 2022.87 ms [2020-12-19 01:17:13 main:574] : INFO : Epoch 2016 | loss: 0.0311339 | val_loss: 0.0311514 | Time: 2014.48 ms [2020-12-19 01:17:15 main:574] : INFO : Epoch 2017 | loss: 0.0311333 | val_loss: 0.0311489 | Time: 2001.42 ms [2020-12-19 01:17:17 main:574] : INFO : Epoch 2018 | loss: 0.0311342 | val_loss: 0.0311476 | Time: 2013.1 ms [2020-12-19 01:17:19 main:574] : INFO : Epoch 2019 | loss: 0.0311309 | val_loss: 0.0311495 | Time: 1994.98 ms [2020-12-19 01:17:21 main:574] : INFO : Epoch 2020 | loss: 0.0311318 | val_loss: 0.0311526 | Time: 1985.63 ms [2020-12-19 01:17:23 main:574] : INFO : Epoch 2021 | loss: 0.031133 | val_loss: 0.031153 | Time: 2029.79 ms [2020-12-19 01:17:25 main:574] : INFO : Epoch 2022 | loss: 0.0311343 | val_loss: 0.0311465 | Time: 1981.91 ms [2020-12-19 01:17:27 main:574] : INFO : Epoch 2023 | loss: 0.0311316 | val_loss: 0.0311528 | Time: 2007.75 ms [2020-12-19 01:17:29 main:574] : INFO : Epoch 2024 | loss: 0.0311326 | val_loss: 0.0311489 | Time: 2019.03 ms [2020-12-19 01:17:31 main:574] : INFO : Epoch 2025 | loss: 0.0311291 | val_loss: 0.0311461 | Time: 2014.06 ms [2020-12-19 01:17:33 main:574] : INFO : Epoch 2026 | loss: 0.0311297 | val_loss: 0.0311451 | Time: 2002.05 ms [2020-12-19 01:17:35 main:574] : INFO : Epoch 2027 | loss: 0.0311298 | val_loss: 0.0311519 | Time: 2017.54 ms [2020-12-19 01:17:37 main:574] : INFO : Epoch 2028 | loss: 0.0311281 | val_loss: 0.0311453 | Time: 2028.89 ms [2020-12-19 01:17:39 main:574] : INFO : Epoch 2029 | loss: 0.0311293 | val_loss: 0.0311503 | Time: 2039.65 ms [2020-12-19 01:17:41 main:574] : INFO : Epoch 2030 | loss: 0.031128 | val_loss: 0.0311441 | Time: 2030.33 ms [2020-12-19 01:17:44 main:574] : INFO : Epoch 2031 | loss: 0.0311242 | val_loss: 0.0311451 | Time: 1973.51 ms [2020-12-19 01:17:46 main:574] : INFO : Epoch 2032 | loss: 0.0311249 | val_loss: 0.0311479 | Time: 2060.62 ms [2020-12-19 01:17:48 main:574] : INFO : Epoch 2033 | loss: 0.0311235 | val_loss: 0.0311474 | Time: 2008.83 ms [2020-12-19 01:17:50 main:574] : INFO : Epoch 2034 | loss: 0.0311241 | val_loss: 0.0311441 | Time: 1985.95 ms [2020-12-19 01:17:52 main:574] : INFO : Epoch 2035 | loss: 0.0311241 | val_loss: 0.0311482 | Time: 1998.63 ms [2020-12-19 01:17:54 main:574] : INFO : Epoch 2036 | loss: 0.031129 | val_loss: 0.0311546 | Time: 1975.89 ms [2020-12-19 01:17:56 main:574] : INFO : Epoch 2037 | loss: 0.031127 | val_loss: 0.0311472 | Time: 2086.59 ms [2020-12-19 01:17:58 main:574] : INFO : Epoch 2038 | loss: 0.0311237 | val_loss: 0.0311471 | Time: 1971.15 ms [2020-12-19 01:18:00 main:574] : INFO : Epoch 2039 | loss: 0.0311253 | val_loss: 0.0311503 | Time: 1987.88 ms [2020-12-19 01:18:02 main:574] : INFO : Epoch 2040 | loss: 0.0311298 | val_loss: 0.0311529 | Time: 2065 ms [2020-12-19 01:18:04 main:574] : INFO : Epoch 2041 | loss: 0.031131 | val_loss: 0.0311488 | Time: 2020.57 ms [2020-12-19 01:18:06 main:574] : INFO : Epoch 2042 | loss: 0.0311274 | val_loss: 0.0311482 | Time: 2111.19 ms [2020-12-19 01:18:08 main:574] : INFO : Epoch 2043 | loss: 0.0311285 | val_loss: 0.0311527 | Time: 2002.45 ms [2020-12-19 01:18:11 main:574] : INFO : Epoch 2044 | loss: 0.0311275 | val_loss: 0.0311483 | Time: 2076 ms [2020-12-19 01:18:13 main:574] : INFO : Epoch 2045 | loss: 0.0311262 | val_loss: 0.0311471 | Time: 2092.65 ms [2020-12-19 01:18:15 main:574] : INFO : Epoch 2046 | loss: 0.0311291 | val_loss: 0.0311498 | Time: 2075.06 ms [2020-12-19 01:18:17 main:574] : INFO : Epoch 2047 | loss: 0.0311254 | val_loss: 0.0311469 | Time: 2003.89 ms [2020-12-19 01:18:19 main:574] : INFO : Epoch 2048 | loss: 0.0311245 | val_loss: 0.0311473 | Time: 1996.47 ms [2020-12-19 01:18:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311473 [2020-12-19 01:18:19 main:603] : INFO : Saving end state to config to file [2020-12-19 01:18:19 main:608] : INFO : Success, exiting.. 01:18:19 (12148): 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)