Task 3317540
| Name | ParityModified-1608176340-15490-0_0 |
| Workunit | 1584475 |
| Created | 17 Dec 2020, 3:39:05 UTC |
| Sent | 18 Dec 2020, 12:00:39 UTC |
| Report deadline | 26 Dec 2020, 12:00:39 UTC |
| Received | 19 Dec 2020, 1:05:06 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 1 hours 8 min 11 sec |
| CPU time | 1 hours 8 min 5 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311535 | val_loss: 0.0311638 | Time: 1995.47 ms [2020-12-18 18:47:26 main:581] : INFO : Epoch 1539 | loss: 0.0311562 | val_loss: 0.031155 | Time: 2009.54 ms [2020-12-18 18:47:28 main:581] : INFO : Epoch 1540 | loss: 0.0311503 | val_loss: 0.0311551 | Time: 2000.9 ms [2020-12-18 18:47:30 main:581] : INFO : Epoch 1541 | loss: 0.0311508 | val_loss: 0.0311563 | Time: 2001.81 ms [2020-12-18 18:47:32 main:581] : INFO : Epoch 1542 | loss: 0.0311495 | val_loss: 0.0311523 | Time: 2016.19 ms [2020-12-18 18:47:34 main:581] : INFO : Epoch 1543 | loss: 0.031151 | val_loss: 0.0311547 | Time: 2000.62 ms [2020-12-18 18:47:36 main:581] : INFO : Epoch 1544 | loss: 0.0311489 | val_loss: 0.0311533 | Time: 2005.99 ms [2020-12-18 18:47:38 main:581] : INFO : Epoch 1545 | loss: 0.0311529 | val_loss: 0.0311542 | Time: 2005.03 ms [2020-12-18 18:47:40 main:581] : INFO : Epoch 1546 | loss: 0.0311489 | val_loss: 0.0311552 | Time: 1996.17 ms [2020-12-18 18:47:42 main:581] : INFO : Epoch 1547 | loss: 0.0311502 | val_loss: 0.0311578 | Time: 2010.18 ms [2020-12-18 18:47:44 main:581] : INFO : Epoch 1548 | loss: 0.0311506 | val_loss: 0.0311532 | Time: 1988.15 ms [2020-12-18 18:47:46 main:581] : INFO : Epoch 1549 | loss: 0.0311476 | val_loss: 0.0311526 | Time: 2002.39 ms [2020-12-18 18:47:48 main:581] : INFO : Epoch 1550 | loss: 0.0311487 | val_loss: 0.031158 | Time: 2005.19 ms [2020-12-18 18:47:50 main:581] : INFO : Epoch 1551 | loss: 0.0311467 | val_loss: 0.0311514 | Time: 2006.25 ms [2020-12-18 18:47:52 main:581] : INFO : Epoch 1552 | loss: 0.0311473 | val_loss: 0.0311526 | Time: 2011.06 ms [2020-12-18 18:47:54 main:581] : INFO : Epoch 1553 | loss: 0.0311462 | val_loss: 0.0311502 | Time: 2003.53 ms [2020-12-18 18:47:56 main:581] : INFO : Epoch 1554 | loss: 0.031146 | val_loss: 0.0311508 | Time: 2003.79 ms [2020-12-18 18:47:58 main:581] : INFO : Epoch 1555 | loss: 0.0311456 | val_loss: 0.0311528 | Time: 1997.75 ms [2020-12-18 18:48:00 main:581] : INFO : Epoch 1556 | loss: 0.0311461 | val_loss: 0.0311498 | Time: 1999.72 ms [2020-12-18 18:48:02 main:581] : INFO : Epoch 1557 | loss: 0.0311461 | val_loss: 0.0311622 | Time: 1995.94 ms [2020-12-18 18:48:04 main:581] : INFO : Epoch 1558 | loss: 0.0311495 | val_loss: 0.0311593 | Time: 2001.74 ms [2020-12-18 18:48:06 main:581] : INFO : Epoch 1559 | loss: 0.0311479 | val_loss: 0.0311535 | Time: 2010.03 ms [2020-12-18 18:48:08 main:581] : INFO : Epoch 1560 | loss: 0.0311461 | val_loss: 0.0311527 | Time: 2005.13 ms [2020-12-18 18:48:10 main:581] : INFO : Epoch 1561 | loss: 0.0311455 | val_loss: 0.0311506 | Time: 2007.01 ms [2020-12-18 18:48:12 main:581] : INFO : Epoch 1562 | loss: 0.0311442 | val_loss: 0.0311536 | Time: 2006.59 ms [2020-12-18 18:48:14 main:581] : INFO : Epoch 1563 | loss: 0.0311432 | val_loss: 0.0311514 | Time: 2004.97 ms [2020-12-18 18:48:16 main:581] : INFO : Epoch 1564 | loss: 0.0311417 | val_loss: 0.0311483 | Time: 2006.19 ms [2020-12-18 18:48:18 main:581] : INFO : Epoch 1565 | loss: 0.031141 | val_loss: 0.0311515 | Time: 2006.83 ms [2020-12-18 18:48:20 main:581] : INFO : Epoch 1566 | loss: 0.0311459 | val_loss: 0.0311523 | Time: 1993.64 ms [2020-12-18 18:48:22 main:581] : INFO : Epoch 1567 | loss: 0.0311464 | val_loss: 0.0311508 | Time: 2003.45 ms [2020-12-18 18:48:24 main:581] : INFO : Epoch 1568 | loss: 0.0311446 | val_loss: 0.031151 | Time: 2004.17 ms [2020-12-18 18:48:26 main:581] : INFO : Epoch 1569 | loss: 0.0311446 | val_loss: 0.0311511 | Time: 1997.57 ms [2020-12-18 18:48:28 main:581] : INFO : Epoch 1570 | loss: 0.031142 | val_loss: 0.0311493 | Time: 2007.06 ms [2020-12-18 18:48:30 main:581] : INFO : Epoch 1571 | loss: 0.0311427 | val_loss: 0.0311519 | Time: 2003.19 ms [2020-12-18 18:48:32 main:581] : INFO : Epoch 1572 | loss: 0.0311408 | val_loss: 0.0311508 | Time: 2002.53 ms [2020-12-18 18:48:34 main:581] : INFO : Epoch 1573 | loss: 0.0311437 | val_loss: 0.031153 | Time: 2003.32 ms [2020-12-18 18:48:36 main:581] : INFO : Epoch 1574 | loss: 0.0311453 | val_loss: 0.0311544 | Time: 2005.69 ms [2020-12-18 18:48:38 main:581] : INFO : Epoch 1575 | loss: 0.0311407 | val_loss: 0.0311498 | Time: 1994.1 ms [2020-12-18 18:48:40 main:581] : INFO : Epoch 1576 | loss: 0.0311426 | val_loss: 0.0311552 | Time: 1999.24 ms [2020-12-18 18:48:42 main:581] : INFO : Epoch 1577 | loss: 0.0311458 | val_loss: 0.0311485 | Time: 2012.18 ms [2020-12-18 18:48:44 main:581] : INFO : Epoch 1578 | loss: 0.0311436 | val_loss: 0.0311498 | Time: 2001.11 ms [2020-12-18 18:48:46 main:581] : INFO : Epoch 1579 | loss: 0.0311398 | val_loss: 0.0311563 | Time: 2002.46 ms [2020-12-18 18:48:48 main:581] : INFO : Epoch 1580 | loss: 0.0311411 | val_loss: 0.0311618 | Time: 2003.22 ms [2020-12-18 18:48:50 main:581] : INFO : Epoch 1581 | loss: 0.0311462 | val_loss: 0.0311544 | Time: 2001.81 ms [2020-12-18 18:48:52 main:581] : INFO : Epoch 1582 | loss: 0.0311433 | val_loss: 0.0311495 | Time: 2003.44 ms [2020-12-18 18:48:54 main:581] : INFO : Epoch 1583 | loss: 0.0311392 | val_loss: 0.0311487 | Time: 2011.42 ms [2020-12-18 18:48:56 main:581] : INFO : Epoch 1584 | loss: 0.0311392 | val_loss: 0.0311566 | Time: 2006.98 ms [2020-12-18 18:48:58 main:581] : INFO : Epoch 1585 | loss: 0.0311392 | val_loss: 0.0311463 | Time: 1995.09 ms [2020-12-18 18:49:00 main:581] : INFO : Epoch 1586 | loss: 0.0311389 | val_loss: 0.0311504 | Time: 2002.35 ms [2020-12-18 18:49:02 main:581] : INFO : Epoch 1587 | loss: 0.0311377 | val_loss: 0.031147 | Time: 2012.64 ms [2020-12-18 18:49:04 main:581] : INFO : Epoch 1588 | loss: 0.0311366 | val_loss: 0.031147 | Time: 2004.82 ms [2020-12-18 18:49:06 main:581] : INFO : Epoch 1589 | loss: 0.0311358 | val_loss: 0.0311461 | Time: 1999.94 ms [2020-12-18 18:49:08 main:581] : INFO : Epoch 1590 | loss: 0.0311362 | val_loss: 0.0311455 | Time: 2014.46 ms [2020-12-18 18:49:10 main:581] : INFO : Epoch 1591 | loss: 0.0311372 | val_loss: 0.0311467 | Time: 1998.78 ms [2020-12-18 18:49:12 main:581] : INFO : Epoch 1592 | loss: 0.0311347 | val_loss: 0.0311464 | Time: 2001.62 ms [2020-12-18 18:49:14 main:581] : INFO : Epoch 1593 | loss: 0.0311343 | val_loss: 0.0311421 | Time: 2005.52 ms [2020-12-18 18:49:16 main:581] : INFO : Epoch 1594 | loss: 0.0311336 | val_loss: 0.0311436 | Time: 2009.19 ms [2020-12-18 18:49:18 main:581] : INFO : Epoch 1595 | loss: 0.0311357 | val_loss: 0.0311473 | Time: 2006.81 ms [2020-12-18 18:49:20 main:581] : INFO : Epoch 1596 | loss: 0.031138 | val_loss: 0.0311511 | Time: 2007.6 ms [2020-12-18 18:49:22 main:581] : INFO : Epoch 1597 | loss: 0.0311407 | val_loss: 0.031142 | Time: 2007.14 ms [2020-12-18 18:49:24 main:581] : INFO : Epoch 1598 | loss: 0.0311343 | val_loss: 0.0311436 | Time: 2006.61 ms [2020-12-18 18:49:26 main:581] : INFO : Epoch 1599 | loss: 0.0311341 | val_loss: 0.0311446 | Time: 1996.4 ms [2020-12-18 18:49:28 main:581] : INFO : Epoch 1600 | loss: 0.0311346 | val_loss: 0.0311422 | Time: 2004.33 ms [2020-12-18 18:49:30 main:581] : INFO : Epoch 1601 | loss: 0.0311325 | val_loss: 0.031143 | Time: 2002.51 ms [2020-12-18 18:49:32 main:581] : INFO : Epoch 1602 | loss: 0.0311337 | val_loss: 0.0311437 | Time: 2006.95 ms [2020-12-18 18:49:34 main:581] : INFO : Epoch 1603 | loss: 0.031133 | val_loss: 0.0311462 | Time: 2009.46 ms [2020-12-18 18:49:36 main:581] : INFO : Epoch 1604 | loss: 0.0311325 | val_loss: 0.0311461 | Time: 2010.82 ms [2020-12-18 18:49:38 main:581] : INFO : Epoch 1605 | loss: 0.0311314 | val_loss: 0.0311425 | Time: 2002.72 ms [2020-12-18 18:49:40 main:581] : INFO : Epoch 1606 | loss: 0.0311306 | val_loss: 0.0311448 | Time: 2004.79 ms [2020-12-18 18:49:42 main:581] : INFO : Epoch 1607 | loss: 0.0311309 | val_loss: 0.0311466 | Time: 2002.78 ms [2020-12-18 18:49:44 main:581] : INFO : Epoch 1608 | loss: 0.0311319 | val_loss: 0.0311421 | Time: 2000.75 ms [2020-12-18 18:49:46 main:581] : INFO : Epoch 1609 | loss: 0.0311462 | val_loss: 0.0311621 | Time: 2002.8 ms [2020-12-18 18:49:48 main:581] : INFO : Epoch 1610 | loss: 0.0311392 | val_loss: 0.0311491 | Time: 2005.65 ms [2020-12-18 18:49:50 main:581] : INFO : Epoch 1611 | loss: 0.0311343 | val_loss: 0.0311469 | Time: 2015 ms [2020-12-18 18:49:52 main:581] : INFO : Epoch 1612 | loss: 0.0311352 | val_loss: 0.0311426 | Time: 2009.28 ms [2020-12-18 18:49:54 main:581] : INFO : Epoch 1613 | loss: 0.0311312 | val_loss: 0.0311445 | Time: 2007.04 ms [2020-12-18 18:49:57 main:581] : INFO : Epoch 1614 | loss: 0.031128 | val_loss: 0.0311492 | Time: 2002.4 ms [2020-12-18 18:49:59 main:581] : INFO : Epoch 1615 | loss: 0.03113 | val_loss: 0.0311468 | Time: 2002.84 ms [2020-12-18 18:50:01 main:581] : INFO : Epoch 1616 | loss: 0.0311289 | val_loss: 0.0311428 | Time: 2005.26 ms [2020-12-18 18:50:03 main:581] : INFO : Epoch 1617 | loss: 0.0311284 | val_loss: 0.0311429 | Time: 2003.99 ms [2020-12-18 18:50:05 main:581] : INFO : Epoch 1618 | loss: 0.0311276 | val_loss: 0.0311452 | Time: 2007.33 ms [2020-12-18 18:50:07 main:581] : INFO : Epoch 1619 | loss: 0.0311283 | val_loss: 0.0311434 | Time: 2010.09 ms [2020-12-18 18:50:09 main:581] : INFO : Epoch 1620 | loss: 0.0311309 | val_loss: 0.0311426 | Time: 2001.15 ms [2020-12-18 18:50:11 main:581] : INFO : Epoch 1621 | loss: 0.0311275 | val_loss: 0.0311421 | Time: 2009.66 ms [2020-12-18 18:50:13 main:581] : INFO : Epoch 1622 | loss: 0.0311265 | val_loss: 0.0311491 | Time: 2008.38 ms [2020-12-18 18:50:15 main:581] : INFO : Epoch 1623 | loss: 0.0311269 | val_loss: 0.0311441 | Time: 1997.93 ms [2020-12-18 18:50:17 main:581] : INFO : Epoch 1624 | loss: 0.0311245 | val_loss: 0.0311427 | Time: 2007.87 ms [2020-12-18 18:50:19 main:581] : INFO : Epoch 1625 | loss: 0.031125 | val_loss: 0.0311429 | Time: 1994.24 ms [2020-12-18 18:50:21 main:581] : INFO : Epoch 1626 | loss: 0.031124 | val_loss: 0.0311423 | Time: 2002.81 ms [2020-12-18 18:50:23 main:581] : INFO : Epoch 1627 | loss: 0.0311252 | val_loss: 0.0311426 | Time: 2004.73 ms [2020-12-18 18:50:25 main:581] : INFO : Epoch 1628 | loss: 0.0311249 | val_loss: 0.0311438 | Time: 1997.49 ms [2020-12-18 18:50:27 main:581] : INFO : Epoch 1629 | loss: 0.0311242 | val_loss: 0.0311417 | Time: 2006.25 ms [2020-12-18 18:50:29 main:581] : INFO : Epoch 1630 | loss: 0.0311225 | val_loss: 0.0311456 | Time: 2007.35 ms [2020-12-18 18:50:31 main:581] : INFO : Epoch 1631 | loss: 0.0311227 | val_loss: 0.0311409 | Time: 2014.83 ms [2020-12-18 18:50:33 main:581] : INFO : Epoch 1632 | loss: 0.0311233 | val_loss: 0.0311408 | Time: 2008.52 ms [2020-12-18 18:50:35 main:581] : INFO : Epoch 1633 | loss: 0.0311235 | val_loss: 0.0311424 | Time: 2006.88 ms [2020-12-18 18:50:37 main:581] : INFO : Epoch 1634 | loss: 0.0311241 | val_loss: 0.0311457 | Time: 2007.45 ms [2020-12-18 18:50:39 main:581] : INFO : Epoch 1635 | loss: 0.0311236 | val_loss: 0.0311452 | Time: 1996.6 ms [2020-12-18 18:50:41 main:581] : INFO : Epoch 1636 | loss: 0.0311218 | val_loss: 0.0311405 | Time: 2014.32 ms [2020-12-18 18:50:43 main:581] : INFO : Epoch 1637 | loss: 0.0311221 | val_loss: 0.0311393 | Time: 1998.61 ms [2020-12-18 18:50:45 main:581] : INFO : Epoch 1638 | loss: 0.0311224 | val_loss: 0.031144 | Time: 2006.69 ms [2020-12-18 18:50:47 main:581] : INFO : Epoch 1639 | loss: 0.0311201 | val_loss: 0.031144 | Time: 2005.52 ms [2020-12-18 18:50:49 main:581] : INFO : Epoch 1640 | loss: 0.0311228 | val_loss: 0.0311413 | Time: 2003.79 ms [2020-12-18 18:50:51 main:581] : INFO : Epoch 1641 | loss: 0.0311224 | val_loss: 0.0311391 | Time: 2000.04 ms [2020-12-18 18:50:53 main:581] : INFO : Epoch 1642 | loss: 0.0311208 | val_loss: 0.0311435 | Time: 2002 ms [2020-12-18 18:50:55 main:581] : INFO : Epoch 1643 | loss: 0.0311209 | val_loss: 0.0311404 | Time: 1983.16 ms [2020-12-18 18:50:57 main:581] : INFO : Epoch 1644 | loss: 0.0311197 | val_loss: 0.0311437 | Time: 1975.41 ms [2020-12-18 18:50:59 main:581] : INFO : Epoch 1645 | loss: 0.0311196 | val_loss: 0.0311546 | Time: 2009.44 ms [2020-12-18 18:51:01 main:581] : INFO : Epoch 1646 | loss: 0.0311192 | val_loss: 0.0311434 | Time: 2009.16 ms [2020-12-18 18:51:03 main:581] : INFO : Epoch 1647 | loss: 0.0311175 | val_loss: 0.0311404 | Time: 1999.87 ms [2020-12-18 18:51:05 main:581] : INFO : Epoch 1648 | loss: 0.0311193 | val_loss: 0.0311465 | Time: 2003.35 ms [2020-12-18 18:51:07 main:581] : INFO : Epoch 1649 | loss: 0.0311187 | val_loss: 0.0311415 | Time: 2002.56 ms [2020-12-18 18:51:09 main:581] : INFO : Epoch 1650 | loss: 0.0311167 | val_loss: 0.0311421 | Time: 2003.04 ms [2020-12-18 18:51:11 main:581] : INFO : Epoch 1651 | loss: 0.0311177 | val_loss: 0.0311422 | Time: 2003.52 ms [2020-12-18 18:51:13 main:581] : INFO : Epoch 1652 | loss: 0.0311179 | val_loss: 0.0311398 | Time: 2006.01 ms [2020-12-18 18:51:15 main:581] : INFO : Epoch 1653 | loss: 0.0311179 | val_loss: 0.031142 | Time: 2013.6 ms [2020-12-18 18:51:17 main:581] : INFO : Epoch 1654 | loss: 0.0311203 | val_loss: 0.0311446 | Time: 2005.83 ms [2020-12-18 18:51:19 main:581] : INFO : Epoch 1655 | loss: 0.0311269 | val_loss: 0.0311444 | Time: 1998.69 ms [2020-12-18 18:51:21 main:581] : INFO : Epoch 1656 | loss: 0.0311229 | val_loss: 0.0311529 | Time: 2001.43 ms [2020-12-18 18:51:23 main:581] : INFO : Epoch 1657 | loss: 0.0311222 | val_loss: 0.0311443 | Time: 2012.24 ms [2020-12-18 18:51:25 main:581] : INFO : Epoch 1658 | loss: 0.0311181 | val_loss: 0.0311423 | Time: 2003.01 ms [2020-12-18 18:51:27 main:581] : INFO : Epoch 1659 | loss: 0.0311173 | val_loss: 0.0311404 | Time: 2001.21 ms [2020-12-18 18:51:29 main:581] : INFO : Epoch 1660 | loss: 0.0311154 | val_loss: 0.0311412 | Time: 2002.12 ms [2020-12-18 18:51:31 main:581] : INFO : Epoch 1661 | loss: 0.0311159 | val_loss: 0.0311496 | Time: 2008.6 ms [2020-12-18 18:51:33 main:581] : INFO : Epoch 1662 | loss: 0.0311178 | val_loss: 0.0311437 | Time: 2006.51 ms [2020-12-18 18:51:35 main:581] : INFO : Epoch 1663 | loss: 0.0311163 | val_loss: 0.0311468 | Time: 2002.99 ms [2020-12-18 18:51:37 main:581] : INFO : Epoch 1664 | loss: 0.0311217 | val_loss: 0.0311414 | Time: 2004.75 ms [2020-12-18 18:51:39 main:581] : INFO : Epoch 1665 | loss: 0.0311201 | val_loss: 0.0311451 | Time: 2008.81 ms [2020-12-18 18:51:41 main:581] : INFO : Epoch 1666 | loss: 0.0311161 | val_loss: 0.0311456 | Time: 2006.64 ms [2020-12-18 18:51:43 main:581] : INFO : Epoch 1667 | loss: 0.0311139 | val_loss: 0.0311406 | Time: 2000.25 ms [2020-12-18 18:51:45 main:581] : INFO : Epoch 1668 | loss: 0.0311142 | val_loss: 0.0311437 | Time: 2003.49 ms [2020-12-18 18:51:47 main:581] : INFO : Epoch 1669 | loss: 0.0311165 | val_loss: 0.0311393 | Time: 2002.65 ms [2020-12-18 18:51:49 main:581] : INFO : Epoch 1670 | loss: 0.0311141 | val_loss: 0.0311408 | Time: 2001.6 ms [2020-12-18 18:51:51 main:581] : INFO : Epoch 1671 | loss: 0.031114 | val_loss: 0.0311498 | Time: 2002.33 ms [2020-12-18 18:51:53 main:581] : INFO : Epoch 1672 | loss: 0.0311153 | val_loss: 0.031141 | Time: 2010.56 ms [2020-12-18 18:51:55 main:581] : INFO : Epoch 1673 | loss: 0.0311123 | val_loss: 0.0311431 | Time: 2010.97 ms [2020-12-18 18:51:57 main:581] : INFO : Epoch 1674 | loss: 0.0311128 | val_loss: 0.0311477 | Time: 2003.4 ms [2020-12-18 18:51:59 main:581] : INFO : Epoch 1675 | loss: 0.0311147 | val_loss: 0.0311447 | Time: 2018.39 ms [2020-12-18 18:52:01 main:581] : INFO : Epoch 1676 | loss: 0.0311142 | val_loss: 0.0311432 | Time: 2010.23 ms [2020-12-18 18:52:03 main:581] : INFO : Epoch 1677 | loss: 0.0311144 | val_loss: 0.0311406 | Time: 2011.51 ms [2020-12-18 18:52:05 main:581] : INFO : Epoch 1678 | loss: 0.0311142 | val_loss: 0.0311462 | Time: 2012.03 ms [2020-12-18 18:52:07 main:581] : INFO : Epoch 1679 | loss: 0.0311151 | val_loss: 0.0311376 | Time: 2004.56 ms [2020-12-18 18:52:09 main:581] : INFO : Epoch 1680 | loss: 0.0311112 | val_loss: 0.031144 | Time: 2018.92 ms [2020-12-18 18:52:11 main:581] : INFO : Epoch 1681 | loss: 0.0311089 | val_loss: 0.0311393 | Time: 2005.03 ms [2020-12-18 18:52:13 main:581] : INFO : Epoch 1682 | loss: 0.031109 | val_loss: 0.0311409 | Time: 2004.22 ms [2020-12-18 18:52:15 main:581] : INFO : Epoch 1683 | loss: 0.0311082 | val_loss: 0.0311439 | Time: 2005.24 ms [2020-12-18 18:52:17 main:581] : INFO : Epoch 1684 | loss: 0.03111 | val_loss: 0.0311424 | Time: 2005.66 ms [2020-12-18 18:52:19 main:581] : INFO : Epoch 1685 | loss: 0.0311118 | val_loss: 0.0311496 | Time: 2014.19 ms [2020-12-18 18:52:21 main:581] : INFO : Epoch 1686 | loss: 0.0311119 | val_loss: 0.0311419 | Time: 2013.77 ms [2020-12-18 18:52:23 main:581] : INFO : Epoch 1687 | loss: 0.0311104 | val_loss: 0.0311405 | Time: 2006.17 ms [2020-12-18 18:52:25 main:581] : INFO : Epoch 1688 | loss: 0.0311125 | val_loss: 0.0311421 | Time: 1999.51 ms [2020-12-18 18:52:27 main:581] : INFO : Epoch 1689 | loss: 0.0311097 | val_loss: 0.0311431 | Time: 1998.24 ms [2020-12-18 18:52:29 main:581] : INFO : Epoch 1690 | loss: 0.0311099 | val_loss: 0.0311398 | Time: 2002.85 ms [2020-12-18 18:52:31 main:581] : INFO : Epoch 1691 | loss: 0.0311161 | val_loss: 0.0311499 | Time: 2000.66 ms [2020-12-18 18:52:33 main:581] : INFO : Epoch 1692 | loss: 0.031114 | val_loss: 0.0311437 | Time: 2007.22 ms [2020-12-18 18:52:35 main:581] : INFO : Epoch 1693 | loss: 0.0311114 | val_loss: 0.0311451 | Time: 2008.4 ms [2020-12-18 18:52:37 main:581] : INFO : Epoch 1694 | loss: 0.0311117 | val_loss: 0.0311393 | Time: 2004.32 ms [2020-12-18 18:52:39 main:581] : INFO : Epoch 1695 | loss: 0.0311087 | val_loss: 0.0311456 | Time: 2014.14 ms [2020-12-18 18:52:41 main:581] : INFO : Epoch 1696 | loss: 0.0311068 | val_loss: 0.0311436 | Time: 2007.34 ms [2020-12-18 18:52:43 main:581] : INFO : Epoch 1697 | loss: 0.0311092 | val_loss: 0.0311455 | Time: 1998.78 ms [2020-12-18 18:52:45 main:581] : INFO : Epoch 1698 | loss: 0.0311119 | val_loss: 0.0311452 | Time: 2005.12 ms [2020-12-18 18:52:47 main:581] : INFO : Epoch 1699 | loss: 0.0311121 | val_loss: 0.0311453 | Time: 2014.5 ms [2020-12-18 18:52:49 main:581] : INFO : Epoch 1700 | loss: 0.03111 | val_loss: 0.0311471 | Time: 2008.23 ms [2020-12-18 18:52:51 main:581] : INFO : Epoch 1701 | loss: 0.0311095 | val_loss: 0.0311418 | Time: 2006.55 ms [2020-12-18 18:52:53 main:581] : INFO : Epoch 1702 | loss: 0.0311078 | val_loss: 0.0311434 | Time: 1999.66 ms [2020-12-18 18:52:55 main:581] : INFO : Epoch 1703 | loss: 0.031107 | val_loss: 0.0311511 | Time: 2006.14 ms [2020-12-18 18:52:57 main:581] : INFO : Epoch 1704 | loss: 0.0311092 | val_loss: 0.0311485 | Time: 2007.61 ms [2020-12-18 18:52:59 main:581] : INFO : Epoch 1705 | loss: 0.0311055 | val_loss: 0.0311428 | Time: 1998.42 ms [2020-12-18 18:53:01 main:581] : INFO : Epoch 1706 | loss: 0.0311136 | val_loss: 0.0311438 | Time: 1991.56 ms [2020-12-18 18:53:03 main:581] : INFO : Epoch 1707 | loss: 0.0311089 | val_loss: 0.0311409 | Time: 1997.68 ms [2020-12-18 18:53:05 main:581] : INFO : Epoch 1708 | loss: 0.0311061 | val_loss: 0.0311461 | Time: 2009.36 ms [2020-12-18 18:53:07 main:581] : INFO : Epoch 1709 | loss: 0.0311065 | val_loss: 0.0311423 | Time: 2005.59 ms [2020-12-18 18:53:09 main:581] : INFO : Epoch 1710 | loss: 0.0311064 | val_loss: 0.0311456 | Time: 1995.76 ms [2020-12-18 18:53:11 main:581] : INFO : Epoch 1711 | loss: 0.0311081 | val_loss: 0.031146 | Time: 1989.83 ms [2020-12-18 18:53:13 main:581] : INFO : Epoch 1712 | loss: 0.0311079 | val_loss: 0.0311462 | Time: 1981.83 ms [2020-12-18 18:53:15 main:581] : INFO : Epoch 1713 | loss: 0.0311085 | val_loss: 0.0311466 | Time: 2009.61 ms [2020-12-18 18:53:17 main:581] : INFO : Epoch 1714 | loss: 0.031107 | val_loss: 0.0311466 | Time: 1987.31 ms [2020-12-18 18:53:19 main:581] : INFO : Epoch 1715 | loss: 0.0311066 | val_loss: 0.0311443 | Time: 1999.73 ms [2020-12-18 18:53:21 main:581] : INFO : Epoch 1716 | loss: 0.0311044 | val_loss: 0.0311453 | Time: 2005.2 ms [2020-12-18 18:53:23 main:581] : INFO : Epoch 1717 | loss: 0.0311053 | val_loss: 0.0311461 | Time: 1987.2 ms [2020-12-18 18:53:25 main:581] : INFO : Epoch 1718 | loss: 0.0311043 | val_loss: 0.0311449 | Time: 1981.52 ms [2020-12-18 18:53:27 main:581] : INFO : Epoch 1719 | loss: 0.031104 | val_loss: 0.0311439 | Time: 1970.03 ms [2020-12-18 18:53:29 main:581] : INFO : Epoch 1720 | loss: 0.0311027 | val_loss: 0.0311458 | Time: 1940.86 ms [2020-12-18 18:53:31 main:581] : INFO : Epoch 1721 | loss: 0.0311055 | val_loss: 0.0311438 | Time: 1936.4 ms [2020-12-18 18:53:33 main:581] : INFO : Epoch 1722 | loss: 0.0311055 | val_loss: 0.0311456 | Time: 1937.99 ms [2020-12-18 18:53:35 main:581] : INFO : Epoch 1723 | loss: 0.031107 | val_loss: 0.0311481 | Time: 1977.02 ms [2020-12-18 18:53:37 main:581] : INFO : Epoch 1724 | loss: 0.0311082 | val_loss: 0.0311448 | Time: 2017.9 ms [2020-12-18 18:53:39 main:581] : INFO : Epoch 1725 | loss: 0.0311057 | val_loss: 0.0311542 | Time: 2002.95 ms [2020-12-18 18:53:41 main:581] : INFO : Epoch 1726 | loss: 0.0311059 | val_loss: 0.0311395 | Time: 2005.69 ms [2020-12-18 18:53:43 main:581] : INFO : Epoch 1727 | loss: 0.0311074 | val_loss: 0.0311523 | Time: 2009.01 ms [2020-12-18 18:53:45 main:581] : INFO : Epoch 1728 | loss: 0.0311043 | val_loss: 0.0311416 | Time: 1983.75 ms [2020-12-18 18:53:47 main:581] : INFO : Epoch 1729 | loss: 0.031102 | val_loss: 0.0311444 | Time: 1910.7 ms [2020-12-18 18:53:49 main:581] : INFO : Epoch 1730 | loss: 0.0311012 | val_loss: 0.0311524 | Time: 1965.27 ms [2020-12-18 18:53:51 main:581] : INFO : Epoch 1731 | loss: 0.0311001 | val_loss: 0.0311437 | Time: 2009.24 ms [2020-12-18 18:53:53 main:581] : INFO : Epoch 1732 | loss: 0.0310993 | val_loss: 0.0311444 | Time: 1962.13 ms [2020-12-18 18:53:55 main:581] : INFO : Epoch 1733 | loss: 0.0311013 | val_loss: 0.0311469 | Time: 1945.41 ms [2020-12-18 18:53:56 main:581] : INFO : Epoch 1734 | loss: 0.0311042 | val_loss: 0.0311437 | Time: 1944.13 ms [2020-12-18 18:53:58 main:581] : INFO : Epoch 1735 | loss: 0.0311051 | val_loss: 0.0311446 | Time: 2023.61 ms [2020-12-18 18:54:00 main:581] : INFO : Epoch 1736 | loss: 0.0311025 | val_loss: 0.031149 | Time: 2001.24 ms [2020-12-18 18:54:02 main:581] : INFO : Epoch 1737 | loss: 0.0311206 | val_loss: 0.0311742 | Time: 2016.73 ms [2020-12-18 18:54:05 main:581] : INFO : Epoch 1738 | loss: 0.0311245 | val_loss: 0.0311474 | Time: 2016.18 ms [2020-12-18 18:54:07 main:581] : INFO : Epoch 1739 | loss: 0.031123 | val_loss: 0.0311558 | Time: 2007.26 ms [2020-12-18 18:54:09 main:581] : INFO : Epoch 1740 | loss: 0.0311107 | val_loss: 0.031152 | Time: 2004.2 ms [2020-12-18 18:54:11 main:581] : INFO : Epoch 1741 | loss: 0.0311057 | val_loss: 0.0311404 | Time: 2006.44 ms [2020-12-18 18:54:13 main:581] : INFO : Epoch 1742 | loss: 0.0311025 | val_loss: 0.0311464 | Time: 2010.59 ms [2020-12-18 18:54:15 main:581] : INFO : Epoch 1743 | loss: 0.0311009 | val_loss: 0.031153 | Time: 2016.17 ms [2020-12-18 18:54:17 main:581] : INFO : Epoch 1744 | loss: 0.0311038 | val_loss: 0.0311446 | Time: 2011.43 ms [2020-12-18 18:54:19 main:581] : INFO : Epoch 1745 | loss: 0.0311032 | val_loss: 0.0311463 | Time: 1998.3 ms [2020-12-18 18:54:21 main:581] : INFO : Epoch 1746 | loss: 0.031101 | val_loss: 0.0311546 | Time: 2013.61 ms [2020-12-18 18:54:23 main:581] : INFO : Epoch 1747 | loss: 0.031101 | val_loss: 0.0311437 | Time: 2013.79 ms [2020-12-18 18:54:25 main:581] : INFO : Epoch 1748 | loss: 0.0310991 | val_loss: 0.0311525 | Time: 2010.42 ms [2020-12-18 18:54:27 main:581] : INFO : Epoch 1749 | loss: 0.0310983 | val_loss: 0.0311425 | Time: 2008.97 ms [2020-12-18 18:54:29 main:581] : INFO : Epoch 1750 | loss: 0.0311019 | val_loss: 0.0311534 | Time: 2004.2 ms [2020-12-18 18:54:31 main:581] : INFO : Epoch 1751 | loss: 0.031101 | val_loss: 0.0311496 | Time: 2011.92 ms [2020-12-18 18:54:33 main:581] : INFO : Epoch 1752 | loss: 0.0311004 | val_loss: 0.0311515 | Time: 2015.12 ms [2020-12-18 18:54:35 main:581] : INFO : Epoch 1753 | loss: 0.0310971 | val_loss: 0.0311471 | Time: 2031.65 ms [2020-12-18 18:54:37 main:581] : INFO : Epoch 1754 | loss: 0.0310955 | val_loss: 0.0311577 | Time: 2004.98 ms [2020-12-18 18:54:39 main:581] : INFO : Epoch 1755 | loss: 0.031104 | val_loss: 0.0311496 | Time: 2023 ms [2020-12-18 18:54:41 main:581] : INFO : Epoch 1756 | loss: 0.0311027 | val_loss: 0.0311499 | Time: 2008.45 ms [2020-12-18 18:54:43 main:581] : INFO : Epoch 1757 | loss: 0.0311002 | val_loss: 0.0311463 | Time: 1999.51 ms [2020-12-18 18:54:45 main:581] : INFO : Epoch 1758 | loss: 0.0310971 | val_loss: 0.0311584 | Time: 2010.24 ms [2020-12-18 18:54:47 main:581] : INFO : Epoch 1759 | loss: 0.0310976 | val_loss: 0.0311457 | Time: 1979.29 ms [2020-12-18 18:54:49 main:581] : INFO : Epoch 1760 | loss: 0.0310984 | val_loss: 0.0311446 | Time: 1997.23 ms [2020-12-18 18:54:51 main:581] : INFO : Epoch 1761 | loss: 0.0310955 | val_loss: 0.0311461 | Time: 1998.59 ms [2020-12-18 18:54:53 main:581] : INFO : Epoch 1762 | loss: 0.0310961 | val_loss: 0.0311534 | Time: 2014.96 ms [2020-12-18 18:54:55 main:581] : INFO : Epoch 1763 | loss: 0.0310974 | val_loss: 0.0311451 | Time: 2013.06 ms [2020-12-18 18:54:57 main:581] : INFO : Epoch 1764 | loss: 0.0310968 | val_loss: 0.0311504 | Time: 2017.38 ms [2020-12-18 18:54:59 main:581] : INFO : Epoch 1765 | loss: 0.0310956 | val_loss: 0.0311514 | Time: 2017.07 ms [2020-12-18 18:55:01 main:581] : INFO : Epoch 1766 | loss: 0.0310944 | val_loss: 0.0311533 | Time: 2007.32 ms [2020-12-18 18:55:03 main:581] : INFO : Epoch 1767 | loss: 0.0310962 | val_loss: 0.0311549 | Time: 2008.12 ms [2020-12-18 18:55:05 main:581] : INFO : Epoch 1768 | loss: 0.0310955 | val_loss: 0.0311525 | Time: 2008.89 ms [2020-12-18 18:55:07 main:581] : INFO : Epoch 1769 | loss: 0.0310976 | val_loss: 0.0311505 | Time: 2009.23 ms [2020-12-18 18:55:09 main:581] : INFO : Epoch 1770 | loss: 0.0310974 | val_loss: 0.0311496 | Time: 2003.49 ms [2020-12-18 18:55:11 main:581] : INFO : Epoch 1771 | loss: 0.0311153 | val_loss: 0.0311523 | Time: 1945.69 ms [2020-12-18 18:55:13 main:581] : INFO : Epoch 1772 | loss: 0.0311342 | val_loss: 0.0311509 | Time: 1952.89 ms [2020-12-18 18:55:15 main:581] : INFO : Epoch 1773 | loss: 0.0311268 | val_loss: 0.0311432 | Time: 2000.7 ms [2020-12-18 18:55:17 main:581] : INFO : Epoch 1774 | loss: 0.0311196 | val_loss: 0.031148 | Time: 1986.96 ms [2020-12-18 18:55:19 main:581] : INFO : Epoch 1775 | loss: 0.0311188 | val_loss: 0.0311489 | Time: 1989.34 ms [2020-12-18 18:55:21 main:581] : INFO : Epoch 1776 | loss: 0.031116 | val_loss: 0.0311599 | Time: 2000.13 ms [2020-12-18 18:55:23 main:581] : INFO : Epoch 1777 | loss: 0.0311122 | val_loss: 0.031146 | Time: 1989.96 ms [2020-12-18 18:55:25 main:581] : INFO : Epoch 1778 | loss: 0.0311116 | val_loss: 0.0311514 | Time: 1997.14 ms [2020-12-18 18:55:27 main:581] : INFO : Epoch 1779 | loss: 0.0311063 | val_loss: 0.0311516 | Time: 2003.89 ms [2020-12-18 18:55:29 main:581] : INFO : Epoch 1780 | loss: 0.0311099 | val_loss: 0.0311503 | Time: 1987.96 ms [2020-12-18 18:55:31 main:581] : INFO : Epoch 1781 | loss: 0.0311055 | val_loss: 0.0311452 | Time: 1989.36 ms [2020-12-18 18:55:33 main:581] : INFO : Epoch 1782 | loss: 0.0311034 | val_loss: 0.0311487 | Time: 1998.48 ms [2020-12-18 18:55:35 main:581] : INFO : Epoch 1783 | loss: 0.0311023 | val_loss: 0.0311458 | Time: 1992.74 ms [2020-12-18 18:55:37 main:581] : INFO : Epoch 1784 | loss: 0.0311009 | val_loss: 0.0311436 | Time: 2003.99 ms [2020-12-18 18:55:39 main:581] : INFO : Epoch 1785 | loss: 0.0311004 | val_loss: 0.0311514 | Time: 1990.02 ms [2020-12-18 18:55:41 main:581] : INFO : Epoch 1786 | loss: 0.0311001 | val_loss: 0.0311494 | Time: 1995.49 ms [2020-12-18 18:55:43 main:581] : INFO : Epoch 1787 | loss: 0.0311013 | val_loss: 0.0311461 | Time: 2005.45 ms [2020-12-18 18:55:45 main:581] : INFO : Epoch 1788 | loss: 0.0311014 | val_loss: 0.0311426 | Time: 1998.53 ms [2020-12-18 18:55:47 main:581] : INFO : Epoch 1789 | loss: 0.0311047 | val_loss: 0.0311503 | Time: 1932.34 ms [2020-12-18 18:55:49 main:581] : INFO : Epoch 1790 | loss: 0.0311 | val_loss: 0.0311481 | Time: 2009.91 ms [2020-12-18 18:55:51 main:581] : INFO : Epoch 1791 | loss: 0.0310998 | val_loss: 0.0311449 | Time: 2007.84 ms [2020-12-18 18:55:53 main:581] : INFO : Epoch 1792 | loss: 0.031105 | val_loss: 0.0311509 | Time: 1991.16 ms [2020-12-18 18:55:54 main:581] : INFO : Epoch 1793 | loss: 0.0311004 | val_loss: 0.0311494 | Time: 1869.92 ms [2020-12-18 18:55:56 main:581] : INFO : Epoch 1794 | loss: 0.031095 | val_loss: 0.0311483 | Time: 1987.58 ms [2020-12-18 18:55:58 main:581] : INFO : Epoch 1795 | loss: 0.0310954 | val_loss: 0.0311515 | Time: 1997.1 ms [2020-12-18 18:56:00 main:581] : INFO : Epoch 1796 | loss: 0.0310973 | val_loss: 0.0311599 | Time: 2006.87 ms [2020-12-18 18:56:02 main:581] : INFO : Epoch 1797 | loss: 0.0310999 | val_loss: 0.0311564 | Time: 1983.33 ms [2020-12-18 18:56:04 main:581] : INFO : Epoch 1798 | loss: 0.0310964 | val_loss: 0.0311438 | Time: 1996.87 ms [2020-12-18 18:56:06 main:581] : INFO : Epoch 1799 | loss: 0.031098 | val_loss: 0.0311482 | Time: 2002.16 ms [2020-12-18 18:56:08 main:581] : INFO : Epoch 1800 | loss: 0.0310936 | val_loss: 0.0311549 | Time: 1993.91 ms [2020-12-18 18:56:10 main:581] : INFO : Epoch 1801 | loss: 0.0310947 | val_loss: 0.0311582 | Time: 1988.2 ms [2020-12-18 18:56:12 main:581] : INFO : Epoch 1802 | loss: 0.0310999 | val_loss: 0.0311581 | Time: 1994.73 ms [2020-12-18 18:56:14 main:581] : INFO : Epoch 1803 | loss: 0.0311005 | val_loss: 0.031149 | Time: 1976.74 ms [2020-12-18 18:56:16 main:581] : INFO : Epoch 1804 | loss: 0.0310979 | val_loss: 0.0311497 | Time: 1981.55 ms [2020-12-18 18:56:18 main:581] : INFO : Epoch 1805 | loss: 0.0310956 | val_loss: 0.0311564 | Time: 1988.44 ms [2020-12-18 18:56:20 main:581] : INFO : Epoch 1806 | loss: 0.0310943 | val_loss: 0.0311521 | Time: 1985.18 ms [2020-12-18 18:56:22 main:581] : INFO : Epoch 1807 | loss: 0.0310947 | val_loss: 0.0311513 | Time: 1987.29 ms [2020-12-18 18:56:24 main:581] : INFO : Epoch 1808 | loss: 0.031098 | val_loss: 0.0311549 | Time: 1990.12 ms [2020-12-18 18:56:26 main:581] : INFO : Epoch 1809 | loss: 0.0310975 | val_loss: 0.0311499 | Time: 1945.03 ms [2020-12-18 18:56:28 main:581] : INFO : Epoch 1810 | loss: 0.0310976 | val_loss: 0.0311535 | Time: 1964.67 ms [2020-12-18 18:56:30 main:581] : INFO : Epoch 1811 | loss: 0.0310961 | val_loss: 0.0311521 | Time: 1929.69 ms [2020-12-18 18:56:32 main:581] : INFO : Epoch 1812 | loss: 0.0310967 | val_loss: 0.0311595 | Time: 1924.56 ms [2020-12-18 18:56:34 main:581] : INFO : Epoch 1813 | loss: 0.0310948 | val_loss: 0.0311501 | Time: 1923.41 ms [2020-12-18 18:56:36 main:581] : INFO : Epoch 1814 | loss: 0.0310949 | val_loss: 0.0311566 | Time: 1923.29 ms [2020-12-18 18:56:38 main:581] : INFO : Epoch 1815 | loss: 0.0310948 | val_loss: 0.0311579 | Time: 1947.12 ms [2020-12-18 18:56:40 main:581] : INFO : Epoch 1816 | loss: 0.0310926 | val_loss: 0.0311556 | Time: 1946.97 ms [2020-12-18 18:56:42 main:581] : INFO : Epoch 1817 | loss: 0.0310969 | val_loss: 0.0311486 | Time: 1995.47 ms [2020-12-18 18:56:44 main:581] : INFO : Epoch 1818 | loss: 0.0310976 | val_loss: 0.0311546 | Time: 1989.64 ms [2020-12-18 18:56:46 main:581] : INFO : Epoch 1819 | loss: 0.0310951 | val_loss: 0.031148 | Time: 1990.21 ms [2020-12-18 18:56:48 main:581] : INFO : Epoch 1820 | loss: 0.0310929 | val_loss: 0.0311646 | Time: 1999.76 ms [2020-12-18 18:56:50 main:581] : INFO : Epoch 1821 | loss: 0.0310924 | val_loss: 0.0311505 | Time: 1991.92 ms [2020-12-18 18:56:52 main:581] : INFO : Epoch 1822 | loss: 0.0310923 | val_loss: 0.0311643 | Time: 1999.39 ms [2020-12-18 18:56:54 main:581] : INFO : Epoch 1823 | loss: 0.03109 | val_loss: 0.0311512 | Time: 1939.82 ms [2020-12-18 18:56:56 main:581] : INFO : Epoch 1824 | loss: 0.0310887 | val_loss: 0.0311636 | Time: 1972.19 ms [2020-12-18 18:56:58 main:581] : INFO : Epoch 1825 | loss: 0.0310907 | val_loss: 0.031149 | Time: 1989.85 ms [2020-12-18 18:57:00 main:581] : INFO : Epoch 1826 | loss: 0.0310925 | val_loss: 0.0311587 | Time: 1983.59 ms [2020-12-18 18:57:02 main:581] : INFO : Epoch 1827 | loss: 0.0310899 | val_loss: 0.0311569 | Time: 1985.01 ms [2020-12-18 18:57:04 main:581] : INFO : Epoch 1828 | loss: 0.0310889 | val_loss: 0.0311537 | Time: 1970.66 ms [2020-12-18 18:57:06 main:581] : INFO : Epoch 1829 | loss: 0.0310909 | val_loss: 0.0311552 | Time: 1982.07 ms [2020-12-18 18:57:08 main:581] : INFO : Epoch 1830 | loss: 0.031089 | val_loss: 0.0311619 | Time: 1982.13 ms [2020-12-18 18:57:10 main:581] : INFO : Epoch 1831 | loss: 0.0310894 | val_loss: 0.0311568 | Time: 1993.44 ms [2020-12-18 18:57:12 main:581] : INFO : Epoch 1832 | loss: 0.0310901 | val_loss: 0.0311609 | Time: 1981.31 ms [2020-12-18 18:57:14 main:581] : INFO : Epoch 1833 | loss: 0.0310944 | val_loss: 0.0311604 | Time: 1976.67 ms [2020-12-18 18:57:16 main:581] : INFO : Epoch 1834 | loss: 0.0310908 | val_loss: 0.0311589 | Time: 1966.77 ms [2020-12-18 18:57:17 main:581] : INFO : Epoch 1835 | loss: 0.0310899 | val_loss: 0.0311615 | Time: 1969.03 ms [2020-12-18 18:57:19 main:581] : INFO : Epoch 1836 | loss: 0.0310888 | val_loss: 0.031153 | Time: 1920.35 ms [2020-12-18 18:57:21 main:581] : INFO : Epoch 1837 | loss: 0.0310895 | val_loss: 0.0311587 | Time: 1966.05 ms [2020-12-18 18:57:23 main:581] : INFO : Epoch 1838 | loss: 0.0310971 | val_loss: 0.0311487 | Time: 1986.74 ms [2020-12-18 18:57:25 main:581] : INFO : Epoch 1839 | loss: 0.0310951 | val_loss: 0.0311518 | Time: 1947.17 ms [2020-12-18 18:57:27 main:581] : INFO : Epoch 1840 | loss: 0.0310904 | val_loss: 0.0311573 | Time: 1977.46 ms [2020-12-18 18:57:29 main:581] : INFO : Epoch 1841 | loss: 0.0310894 | val_loss: 0.0311576 | Time: 1980.99 ms [2020-12-18 18:57:31 main:581] : INFO : Epoch 1842 | loss: 0.0310892 | val_loss: 0.0311523 | Time: 1988.63 ms [2020-12-18 18:57:33 main:581] : INFO : Epoch 1843 | loss: 0.0310938 | val_loss: 0.0311576 | Time: 1990.66 ms [2020-12-18 18:57:35 main:581] : INFO : Epoch 1844 | loss: 0.0310931 | val_loss: 0.0311673 | Time: 1985.15 ms [2020-12-18 18:57:37 main:581] : INFO : Epoch 1845 | loss: 0.0310907 | val_loss: 0.0311533 | Time: 1989.12 ms [2020-12-18 18:57:39 main:581] : INFO : Epoch 1846 | loss: 0.0310912 | val_loss: 0.03116 | Time: 1984.99 ms [2020-12-18 18:57:41 main:581] : INFO : Epoch 1847 | loss: 0.0310916 | val_loss: 0.0311602 | Time: 1986.69 ms [2020-12-18 18:57:43 main:581] : INFO : Epoch 1848 | loss: 0.0310885 | val_loss: 0.0311566 | Time: 1947.91 ms [2020-12-18 18:57:45 main:581] : INFO : Epoch 1849 | loss: 0.0310872 | val_loss: 0.031159 | Time: 1964.56 ms [2020-12-18 18:57:47 main:581] : INFO : Epoch 1850 | loss: 0.0310876 | val_loss: 0.0311573 | Time: 1979.51 ms [2020-12-18 18:57:49 main:581] : INFO : Epoch 1851 | loss: 0.0310871 | val_loss: 0.0311569 | Time: 1949.66 ms [2020-12-18 18:57:51 main:581] : INFO : Epoch 1852 | loss: 0.031088 | val_loss: 0.0311584 | Time: 1957.73 ms [2020-12-18 18:57:53 main:581] : INFO : Epoch 1853 | loss: 0.0310908 | val_loss: 0.0311499 | Time: 1989.25 ms [2020-12-18 18:57:55 main:581] : INFO : Epoch 1854 | loss: 0.0310914 | val_loss: 0.0311554 | Time: 1968.64 ms [2020-12-18 18:57:57 main:581] : INFO : Epoch 1855 | loss: 0.0310899 | val_loss: 0.0311551 | Time: 1929.58 ms [2020-12-18 18:57:59 main:581] : INFO : Epoch 1856 | loss: 0.0310917 | val_loss: 0.0311621 | Time: 1946.89 ms [2020-12-18 18:58:01 main:581] : INFO : Epoch 1857 | loss: 0.0310898 | val_loss: 0.0311635 | Time: 1986.81 ms [2020-12-18 18:58:03 main:581] : INFO : Epoch 1858 | loss: 0.0310906 | val_loss: 0.0311632 | Time: 1976.16 ms [2020-12-18 18:58:05 main:581] : INFO : Epoch 1859 | loss: 0.0310911 | val_loss: 0.0311523 | Time: 1985.26 ms [2020-12-18 18:58:07 main:581] : INFO : Epoch 1860 | loss: 0.0310975 | val_loss: 0.0311553 | Time: 1976.86 ms [2020-12-18 18:58:09 main:581] : INFO : Epoch 1861 | loss: 0.0310937 | val_loss: 0.031155 | Time: 1986.76 ms [2020-12-18 18:58:11 main:581] : INFO : Epoch 1862 | loss: 0.0310897 | val_loss: 0.0311623 | Time: 1986.98 ms [2020-12-18 18:58:13 main:581] : INFO : Epoch 1863 | loss: 0.0310938 | val_loss: 0.0311796 | Time: 1977.17 ms [2020-12-18 18:58:15 main:581] : INFO : Epoch 1864 | loss: 0.0310893 | val_loss: 0.0311614 | Time: 1984.45 ms [2020-12-18 18:58:17 main:581] : INFO : Epoch 1865 | loss: 0.0310911 | val_loss: 0.0311542 | Time: 1989.08 ms [2020-12-18 18:58:19 main:581] : INFO : Epoch 1866 | loss: 0.031089 | val_loss: 0.0311531 | Time: 1983.55 ms [2020-12-18 18:58:21 main:581] : INFO : Epoch 1867 | loss: 0.0310884 | val_loss: 0.0311578 | Time: 1982.04 ms [2020-12-18 18:58:23 main:581] : INFO : Epoch 1868 | loss: 0.0310868 | val_loss: 0.0311565 | Time: 1983.46 ms [2020-12-18 18:58:25 main:581] : INFO : Epoch 1869 | loss: 0.0310857 | val_loss: 0.0311678 | Time: 1984.27 ms [2020-12-18 18:58:27 main:581] : INFO : Epoch 1870 | loss: 0.0310853 | val_loss: 0.0311582 | Time: 1989.08 ms [2020-12-18 18:58:29 main:581] : INFO : Epoch 1871 | loss: 0.031084 | val_loss: 0.0311618 | Time: 1983.75 ms [2020-12-18 18:58:31 main:581] : INFO : Epoch 1872 | loss: 0.0310867 | val_loss: 0.0311556 | Time: 1991.02 ms [2020-12-18 18:58:33 main:581] : INFO : Epoch 1873 | loss: 0.0310851 | val_loss: 0.0311553 | Time: 1988.51 ms [2020-12-18 18:58:35 main:581] : INFO : Epoch 1874 | loss: 0.0310856 | val_loss: 0.0311678 | Time: 1973.25 ms [2020-12-18 18:58:37 main:581] : INFO : Epoch 1875 | loss: 0.0310873 | val_loss: 0.0311643 | Time: 1989.42 ms [2020-12-18 18:58:39 main:581] : INFO : Epoch 1876 | loss: 0.0310858 | val_loss: 0.0311548 | Time: 1987 ms [2020-12-18 18:58:40 main:581] : INFO : Epoch 1877 | loss: 0.0310896 | val_loss: 0.0311531 | Time: 1986.5 ms [2020-12-18 18:58:42 main:581] : INFO : Epoch 1878 | loss: 0.0310873 | val_loss: 0.0311584 | Time: 1982.56 ms [2020-12-18 18:58:44 main:581] : INFO : Epoch 1879 | loss: 0.03109 | val_loss: 0.0311612 | Time: 1994.04 ms [2020-12-18 18:58:46 main:581] : INFO : Epoch 1880 | loss: 0.0310896 | val_loss: 0.0311646 | Time: 1984.3 ms [2020-12-18 18:58:48 main:581] : INFO : Epoch 1881 | loss: 0.0310886 | val_loss: 0.031162 | Time: 1992.72 ms [2020-12-18 18:58:50 main:581] : INFO : Epoch 1882 | loss: 0.0310915 | val_loss: 0.0311665 | Time: 1991 ms [2020-12-18 18:58:52 main:581] : INFO : Epoch 1883 | loss: 0.0310869 | val_loss: 0.0311594 | Time: 1990.41 ms [2020-12-18 18:58:54 main:581] : INFO : Epoch 1884 | loss: 0.0310867 | val_loss: 0.0311709 | Time: 1983.14 ms [2020-12-18 18:58:56 main:581] : INFO : Epoch 1885 | loss: 0.0310879 | val_loss: 0.0311771 | Time: 1991.84 ms [2020-12-18 18:58:58 main:581] : INFO : Epoch 1886 | loss: 0.0310903 | val_loss: 0.0311764 | Time: 1988.39 ms [2020-12-18 18:59:00 main:581] : INFO : Epoch 1887 | loss: 0.0310919 | val_loss: 0.0311702 | Time: 1993.27 ms [2020-12-18 18:59:02 main:581] : INFO : Epoch 1888 | loss: 0.0310899 | val_loss: 0.0311757 | Time: 1982.71 ms [2020-12-18 18:59:04 main:581] : INFO : Epoch 1889 | loss: 0.0310881 | val_loss: 0.031155 | Time: 1993.62 ms [2020-12-18 18:59:06 main:581] : INFO : Epoch 1890 | loss: 0.0310851 | val_loss: 0.0311612 | Time: 1985.97 ms [2020-12-18 18:59:08 main:581] : INFO : Epoch 1891 | loss: 0.0310838 | val_loss: 0.0311639 | Time: 1996.25 ms [2020-12-18 18:59:10 main:581] : INFO : Epoch 1892 | loss: 0.031082 | val_loss: 0.0311664 | Time: 1996.75 ms [2020-12-18 18:59:12 main:581] : INFO : Epoch 1893 | loss: 0.0310872 | val_loss: 0.0311748 | Time: 1987.76 ms [2020-12-18 18:59:14 main:581] : INFO : Epoch 1894 | loss: 0.031088 | val_loss: 0.0311594 | Time: 1986.19 ms [2020-12-18 18:59:16 main:581] : INFO : Epoch 1895 | loss: 0.0310883 | val_loss: 0.0311658 | Time: 1991.59 ms [2020-12-18 18:59:18 main:581] : INFO : Epoch 1896 | loss: 0.0310858 | val_loss: 0.0311617 | Time: 1991.6 ms [2020-12-18 18:59:20 main:581] : INFO : Epoch 1897 | loss: 0.0310831 | val_loss: 0.0311734 | Time: 1991.9 ms [2020-12-18 18:59:22 main:581] : INFO : Epoch 1898 | loss: 0.0310844 | val_loss: 0.0311624 | Time: 1994.07 ms [2020-12-18 18:59:24 main:581] : INFO : Epoch 1899 | loss: 0.0310853 | val_loss: 0.031164 | Time: 1978.45 ms [2020-12-18 18:59:26 main:581] : INFO : Epoch 1900 | loss: 0.0310855 | val_loss: 0.0311623 | Time: 2001.65 ms [2020-12-18 18:59:28 main:581] : INFO : Epoch 1901 | loss: 0.0310844 | val_loss: 0.0311681 | Time: 2000.55 ms [2020-12-18 18:59:30 main:581] : INFO : Epoch 1902 | loss: 0.0310817 | val_loss: 0.0311685 | Time: 1994.36 ms [2020-12-18 18:59:32 main:581] : INFO : Epoch 1903 | loss: 0.0310813 | val_loss: 0.0311667 | Time: 1995.32 ms [2020-12-18 18:59:34 main:581] : INFO : Epoch 1904 | loss: 0.0310841 | val_loss: 0.0311592 | Time: 1985.19 ms [2020-12-18 18:59:36 main:581] : INFO : Epoch 1905 | loss: 0.0310839 | val_loss: 0.0311609 | Time: 1992.75 ms [2020-12-18 18:59:38 main:581] : INFO : Epoch 1906 | loss: 0.0310834 | val_loss: 0.0311571 | Time: 1986.18 ms [2020-12-18 18:59:40 main:581] : INFO : Epoch 1907 | loss: 0.0310816 | val_loss: 0.0311559 | Time: 1984.75 ms [2020-12-18 18:59:42 main:581] : INFO : Epoch 1908 | loss: 0.0310826 | val_loss: 0.0311645 | Time: 1988.31 ms [2020-12-18 18:59:44 main:581] : INFO : Epoch 1909 | loss: 0.0310844 | val_loss: 0.0311621 | Time: 1991.1 ms [2020-12-18 18:59:46 main:581] : INFO : Epoch 1910 | loss: 0.0310821 | val_loss: 0.0311714 | Time: 1988.37 ms [2020-12-18 18:59:48 main:581] : INFO : Epoch 1911 | loss: 0.0310864 | val_loss: 0.0311598 | Time: 1986.65 ms [2020-12-18 18:59:50 main:581] : INFO : Epoch 1912 | loss: 0.0311784 | val_loss: 0.0312367 | Time: 1993.62 ms [2020-12-18 18:59:52 main:581] : INFO : Epoch 1913 | loss: 0.0328629 | val_loss: 0.0329381 | Time: 1993.58 ms [2020-12-18 18:59:54 main:581] : INFO : Epoch 1914 | loss: 0.0316611 | val_loss: 0.0316743 | Time: 1996.61 ms [2020-12-18 18:59:56 main:581] : INFO : Epoch 1915 | loss: 0.0318997 | val_loss: 0.0313866 | Time: 1996.33 ms [2020-12-18 18:59:58 main:581] : INFO : Epoch 1916 | loss: 0.0313285 | val_loss: 0.0312708 | Time: 1985.71 ms [2020-12-18 19:00:00 main:581] : INFO : Epoch 1917 | loss: 0.0312623 | val_loss: 0.0312525 | Time: 1991.26 ms [2020-12-18 19:00:02 main:581] : INFO : Epoch 1918 | loss: 0.0312522 | val_loss: 0.0312494 | Time: 1993.15 ms [2020-12-18 19:00:04 main:581] : INFO : Epoch 1919 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1997.6 ms [2020-12-18 19:00:06 main:581] : INFO : Epoch 1920 | loss: 0.0312477 | val_loss: 0.031247 | Time: 1983.28 ms [2020-12-18 19:00:08 main:581] : INFO : Epoch 1921 | loss: 0.0312466 | val_loss: 0.031246 | Time: 1998.82 ms [2020-12-18 19:00:10 main:581] : INFO : Epoch 1922 | loss: 0.0312448 | val_loss: 0.0312435 | Time: 1991.51 ms [2020-12-18 19:00:12 main:581] : INFO : Epoch 1923 | loss: 0.0312419 | val_loss: 0.0312409 | Time: 1993.72 ms [2020-12-18 19:00:14 main:581] : INFO : Epoch 1924 | loss: 0.0312378 | val_loss: 0.0312361 | Time: 1987.53 ms [2020-12-18 19:00:16 main:581] : INFO : Epoch 1925 | loss: 0.0312322 | val_loss: 0.0312312 | Time: 1985.44 ms [2020-12-18 19:00:18 main:581] : INFO : Epoch 1926 | loss: 0.0312294 | val_loss: 0.0312271 | Time: 1987.02 ms [2020-12-18 19:00:20 main:581] : INFO : Epoch 1927 | loss: 0.031222 | val_loss: 0.0312182 | Time: 1987 ms [2020-12-18 19:00:22 main:581] : INFO : Epoch 1928 | loss: 0.0312183 | val_loss: 0.0312111 | Time: 1982.96 ms [2020-12-18 19:00:24 main:581] : INFO : Epoch 1929 | loss: 0.0312113 | val_loss: 0.031206 | Time: 1997.65 ms [2020-12-18 19:00:26 main:581] : INFO : Epoch 1930 | loss: 0.0312087 | val_loss: 0.0312021 | Time: 1987.08 ms [2020-12-18 19:00:28 main:581] : INFO : Epoch 1931 | loss: 0.0312066 | val_loss: 0.0312047 | Time: 1996.2 ms [2020-12-18 19:00:30 main:581] : INFO : Epoch 1932 | loss: 0.0312067 | val_loss: 0.0312005 | Time: 1992.43 ms [2020-12-18 19:00:32 main:581] : INFO : Epoch 1933 | loss: 0.0312058 | val_loss: 0.0312006 | Time: 1993.17 ms [2020-12-18 19:00:34 main:581] : INFO : Epoch 1934 | loss: 0.031206 | val_loss: 0.0312009 | Time: 1994.55 ms [2020-12-18 19:00:36 main:581] : INFO : Epoch 1935 | loss: 0.0312028 | val_loss: 0.0311992 | Time: 1985.16 ms [2020-12-18 19:00:38 main:581] : INFO : Epoch 1936 | loss: 0.0312058 | val_loss: 0.0312005 | Time: 1990.13 ms [2020-12-18 19:00:40 main:581] : INFO : Epoch 1937 | loss: 0.031208 | val_loss: 0.0311993 | Time: 1984.14 ms [2020-12-18 19:00:42 main:581] : INFO : Epoch 1938 | loss: 0.0312026 | val_loss: 0.0312046 | Time: 1992.15 ms [2020-12-18 19:00:44 main:581] : INFO : Epoch 1939 | loss: 0.0312041 | val_loss: 0.031208 | Time: 1992.93 ms [2020-12-18 19:00:46 main:581] : INFO : Epoch 1940 | loss: 0.0312045 | val_loss: 0.0311975 | Time: 1992.23 ms [2020-12-18 19:00:48 main:581] : INFO : Epoch 1941 | loss: 0.0311993 | val_loss: 0.0311978 | Time: 1986.33 ms [2020-12-18 19:00:50 main:581] : INFO : Epoch 1942 | loss: 0.031199 | val_loss: 0.0311961 | Time: 1994.71 ms [2020-12-18 19:00:52 main:581] : INFO : Epoch 1943 | loss: 0.0312008 | val_loss: 0.0311962 | Time: 1993.21 ms [2020-12-18 19:00:54 main:581] : INFO : Epoch 1944 | loss: 0.0311981 | val_loss: 0.0312011 | Time: 1993.36 ms [2020-12-18 19:00:56 main:581] : INFO : Epoch 1945 | loss: 0.0311976 | val_loss: 0.031194 | Time: 1995.63 ms [2020-12-18 19:00:58 main:581] : INFO : Epoch 1946 | loss: 0.0311948 | val_loss: 0.0311926 | Time: 1984.28 ms [2020-12-18 19:01:00 main:581] : INFO : Epoch 1947 | loss: 0.0311954 | val_loss: 0.0311965 | Time: 1989.04 ms [2020-12-18 19:01:02 main:581] : INFO : Epoch 1948 | loss: 0.0311977 | val_loss: 0.0311925 | Time: 1993.24 ms [2020-12-18 19:01:04 main:581] : INFO : Epoch 1949 | loss: 0.0312 | val_loss: 0.0311905 | Time: 1984.92 ms [2020-12-18 19:01:06 main:581] : INFO : Epoch 1950 | loss: 0.0311996 | val_loss: 0.0311966 | Time: 1998.45 ms [2020-12-18 19:01:08 main:581] : INFO : Epoch 1951 | loss: 0.0311953 | val_loss: 0.0311916 | Time: 1982.92 ms [2020-12-18 19:01:10 main:581] : INFO : Epoch 1952 | loss: 0.0311944 | val_loss: 0.0311883 | Time: 1994.38 ms [2020-12-18 19:01:12 main:581] : INFO : Epoch 1953 | loss: 0.0311917 | val_loss: 0.0311994 | Time: 1983.16 ms [2020-12-18 19:01:14 main:581] : INFO : Epoch 1954 | loss: 0.0311902 | val_loss: 0.0311861 | Time: 1993.04 ms [2020-12-18 19:01:16 main:581] : INFO : Epoch 1955 | loss: 0.0311869 | val_loss: 0.0311902 | Time: 1985.56 ms [2020-12-18 19:01:18 main:581] : INFO : Epoch 1956 | loss: 0.031188 | val_loss: 0.0311846 | Time: 1997.95 ms [2020-12-18 19:01:20 main:581] : INFO : Epoch 1957 | loss: 0.0311862 | val_loss: 0.0311868 | Time: 1991.53 ms [2020-12-18 19:01:22 main:581] : INFO : Epoch 1958 | loss: 0.0311872 | val_loss: 0.0311832 | Time: 1989.3 ms [2020-12-18 19:01:24 main:581] : INFO : Epoch 1959 | loss: 0.0311858 | val_loss: 0.0311832 | Time: 1989.16 ms [2020-12-18 19:01:26 main:581] : INFO : Epoch 1960 | loss: 0.0311875 | val_loss: 0.0311827 | Time: 1994.13 ms [2020-12-18 19:01:28 main:581] : INFO : Epoch 1961 | loss: 0.0311861 | val_loss: 0.0311852 | Time: 1983.3 ms [2020-12-18 19:01:30 main:581] : INFO : Epoch 1962 | loss: 0.0311858 | val_loss: 0.0311829 | Time: 1998.02 ms [2020-12-18 19:01:32 main:581] : INFO : Epoch 1963 | loss: 0.0311838 | val_loss: 0.0311827 | Time: 1983.12 ms [2020-12-18 19:01:34 main:581] : INFO : Epoch 1964 | loss: 0.031184 | val_loss: 0.0311826 | Time: 2000.35 ms [2020-12-18 19:01:36 main:581] : INFO : Epoch 1965 | loss: 0.0311846 | val_loss: 0.0311827 | Time: 1991.09 ms [2020-12-18 19:01:38 main:581] : INFO : Epoch 1966 | loss: 0.0311824 | val_loss: 0.0311827 | Time: 1992.03 ms [2020-12-18 19:01:40 main:581] : INFO : Epoch 1967 | loss: 0.0311845 | val_loss: 0.0311855 | Time: 1995.46 ms [2020-12-18 19:01:42 main:581] : INFO : Epoch 1968 | loss: 0.031184 | val_loss: 0.0311884 | Time: 1997.64 ms [2020-12-18 19:01:44 main:581] : INFO : Epoch 1969 | loss: 0.0311851 | val_loss: 0.031183 | Time: 1990.18 ms [2020-12-18 19:01:46 main:581] : INFO : Epoch 1970 | loss: 0.0311831 | val_loss: 0.031182 | Time: 1991.53 ms [2020-12-18 19:01:48 main:581] : INFO : Epoch 1971 | loss: 0.031183 | val_loss: 0.0311812 | Time: 1992.24 ms [2020-12-18 19:01:50 main:581] : INFO : Epoch 1972 | loss: 0.0311822 | val_loss: 0.0311806 | Time: 1984.54 ms [2020-12-18 19:01:52 main:581] : INFO : Epoch 1973 | loss: 0.0311819 | val_loss: 0.0311822 | Time: 1986.17 ms [2020-12-18 19:01:54 main:581] : INFO : Epoch 1974 | loss: 0.0311812 | val_loss: 0.0311865 | Time: 1990.44 ms [2020-12-18 19:01:56 main:581] : INFO : Epoch 1975 | loss: 0.0311822 | val_loss: 0.0311829 | Time: 1993.1 ms [2020-12-18 19:01:58 main:581] : INFO : Epoch 1976 | loss: 0.031181 | val_loss: 0.0311807 | Time: 1999.93 ms [2020-12-18 19:02:00 main:581] : INFO : Epoch 1977 | loss: 0.0311801 | val_loss: 0.0311811 | Time: 1994.29 ms [2020-12-18 19:02:02 main:581] : INFO : Epoch 1978 | loss: 0.0311805 | val_loss: 0.0311815 | Time: 1982.94 ms [2020-12-18 19:02:04 main:581] : INFO : Epoch 1979 | loss: 0.0311795 | val_loss: 0.0311798 | Time: 1984.97 ms [2020-12-18 19:02:06 main:581] : INFO : Epoch 1980 | loss: 0.0311804 | val_loss: 0.0311795 | Time: 1991.37 ms [2020-12-18 19:02:08 main:581] : INFO : Epoch 1981 | loss: 0.0311823 | val_loss: 0.0311821 | Time: 1984.57 ms [2020-12-18 19:02:10 main:581] : INFO : Epoch 1982 | loss: 0.0311801 | val_loss: 0.0311794 | Time: 2000.05 ms [2020-12-18 19:02:12 main:581] : INFO : Epoch 1983 | loss: 0.0311789 | val_loss: 0.0311803 | Time: 1988.39 ms [2020-12-18 19:02:14 main:581] : INFO : Epoch 1984 | loss: 0.0311824 | val_loss: 0.0311822 | Time: 1981.04 ms [2020-12-18 19:02:16 main:581] : INFO : Epoch 1985 | loss: 0.0311812 | val_loss: 0.0311818 | Time: 1985.83 ms [2020-12-18 19:02:17 main:581] : INFO : Epoch 1986 | loss: 0.0311784 | val_loss: 0.0311783 | Time: 1982.3 ms [2020-12-18 19:02:19 main:581] : INFO : Epoch 1987 | loss: 0.0311797 | val_loss: 0.0311786 | Time: 1984.9 ms [2020-12-18 19:02:21 main:581] : INFO : Epoch 1988 | loss: 0.0311784 | val_loss: 0.0311774 | Time: 1988.44 ms [2020-12-18 19:02:23 main:581] : INFO : Epoch 1989 | loss: 0.0311787 | val_loss: 0.0311778 | Time: 1982.99 ms [2020-12-18 19:02:25 main:581] : INFO : Epoch 1990 | loss: 0.0311836 | val_loss: 0.0311915 | Time: 1989.48 ms [2020-12-18 19:02:27 main:581] : INFO : Epoch 1991 | loss: 0.0311809 | val_loss: 0.0311808 | Time: 1984.86 ms [2020-12-18 19:02:29 main:581] : INFO : Epoch 1992 | loss: 0.0311789 | val_loss: 0.0311774 | Time: 1990.42 ms [2020-12-18 19:02:31 main:581] : INFO : Epoch 1993 | loss: 0.0311782 | val_loss: 0.0311821 | Time: 1987.84 ms [2020-12-18 19:02:33 main:581] : INFO : Epoch 1994 | loss: 0.0311835 | val_loss: 0.0311823 | Time: 1989.41 ms [2020-12-18 19:02:35 main:581] : INFO : Epoch 1995 | loss: 0.0311828 | val_loss: 0.0311874 | Time: 1982.16 ms [2020-12-18 19:02:37 main:581] : INFO : Epoch 1996 | loss: 0.031181 | val_loss: 0.0311773 | Time: 1989.04 ms [2020-12-18 19:02:39 main:581] : INFO : Epoch 1997 | loss: 0.0311768 | val_loss: 0.0311762 | Time: 1986.44 ms [2020-12-18 19:02:41 main:581] : INFO : Epoch 1998 | loss: 0.0311769 | val_loss: 0.0311782 | Time: 1996.58 ms [2020-12-18 19:02:43 main:581] : INFO : Epoch 1999 | loss: 0.0311795 | val_loss: 0.0311815 | Time: 1977.65 ms [2020-12-18 19:02:45 main:581] : INFO : Epoch 2000 | loss: 0.031179 | val_loss: 0.0311756 | Time: 1984.93 ms [2020-12-18 19:02:47 main:581] : INFO : Epoch 2001 | loss: 0.0311799 | val_loss: 0.0311779 | Time: 1980.01 ms [2020-12-18 19:02:49 main:581] : INFO : Epoch 2002 | loss: 0.0311756 | val_loss: 0.0311745 | Time: 1986.69 ms [2020-12-18 19:02:51 main:581] : INFO : Epoch 2003 | loss: 0.0311742 | val_loss: 0.0311749 | Time: 1987.34 ms [2020-12-18 19:02:53 main:581] : INFO : Epoch 2004 | loss: 0.0311767 | val_loss: 0.0311815 | Time: 1986.38 ms [2020-12-18 19:02:55 main:581] : INFO : Epoch 2005 | loss: 0.0311749 | val_loss: 0.031174 | Time: 1988.95 ms [2020-12-18 19:02:57 main:581] : INFO : Epoch 2006 | loss: 0.0311742 | val_loss: 0.0311751 | Time: 1992.12 ms [2020-12-18 19:02:59 main:581] : INFO : Epoch 2007 | loss: 0.0311759 | val_loss: 0.031174 | Time: 1987.59 ms [2020-12-18 19:03:01 main:581] : INFO : Epoch 2008 | loss: 0.0311747 | val_loss: 0.0311758 | Time: 1981.39 ms [2020-12-18 19:03:03 main:581] : INFO : Epoch 2009 | loss: 0.0311742 | val_loss: 0.0311733 | Time: 1989.95 ms [2020-12-18 19:03:05 main:581] : INFO : Epoch 2010 | loss: 0.0311741 | val_loss: 0.031177 | Time: 1987.71 ms [2020-12-18 19:03:07 main:581] : INFO : Epoch 2011 | loss: 0.0311775 | val_loss: 0.031177 | Time: 1981.88 ms [2020-12-18 19:03:09 main:581] : INFO : Epoch 2012 | loss: 0.0311764 | val_loss: 0.0311724 | Time: 1981.91 ms [2020-12-18 19:03:11 main:581] : INFO : Epoch 2013 | loss: 0.0311717 | val_loss: 0.0311716 | Time: 1986.55 ms [2020-12-18 19:03:13 main:581] : INFO : Epoch 2014 | loss: 0.0311707 | val_loss: 0.0311728 | Time: 1982.11 ms [2020-12-18 19:03:15 main:581] : INFO : Epoch 2015 | loss: 0.0311721 | val_loss: 0.0311788 | Time: 1982.03 ms [2020-12-18 19:03:17 main:581] : INFO : Epoch 2016 | loss: 0.0311733 | val_loss: 0.0311719 | Time: 1995.82 ms [2020-12-18 19:03:19 main:581] : INFO : Epoch 2017 | loss: 0.0311724 | val_loss: 0.0311767 | Time: 1992.91 ms [2020-12-18 19:03:21 main:581] : INFO : Epoch 2018 | loss: 0.0311726 | val_loss: 0.0311718 | Time: 1991.08 ms [2020-12-18 19:03:23 main:581] : INFO : Epoch 2019 | loss: 0.0311769 | val_loss: 0.0311768 | Time: 1987.63 ms [2020-12-18 19:03:25 main:581] : INFO : Epoch 2020 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 1989 ms [2020-12-18 19:03:27 main:581] : INFO : Epoch 2021 | loss: 0.0311704 | val_loss: 0.0311704 | Time: 1985.2 ms [2020-12-18 19:03:29 main:581] : INFO : Epoch 2022 | loss: 0.0311692 | val_loss: 0.0311695 | Time: 1989.68 ms [2020-12-18 19:03:31 main:581] : INFO : Epoch 2023 | loss: 0.0311692 | val_loss: 0.0311705 | Time: 1983.15 ms [2020-12-18 19:03:33 main:581] : INFO : Epoch 2024 | loss: 0.0311713 | val_loss: 0.031171 | Time: 1992.98 ms [2020-12-18 19:03:35 main:581] : INFO : Epoch 2025 | loss: 0.0311701 | val_loss: 0.0311701 | Time: 1983.5 ms [2020-12-18 19:03:37 main:581] : INFO : Epoch 2026 | loss: 0.031176 | val_loss: 0.0311845 | Time: 1995.79 ms [2020-12-18 19:03:39 main:581] : INFO : Epoch 2027 | loss: 0.0311853 | val_loss: 0.0311791 | Time: 1981.62 ms [2020-12-18 19:03:41 main:581] : INFO : Epoch 2028 | loss: 0.0311792 | val_loss: 0.0311761 | Time: 1988.47 ms [2020-12-18 19:03:43 main:581] : INFO : Epoch 2029 | loss: 0.0311743 | val_loss: 0.0311711 | Time: 1987.98 ms [2020-12-18 19:03:45 main:581] : INFO : Epoch 2030 | loss: 0.0311734 | val_loss: 0.0311754 | Time: 1980.92 ms [2020-12-18 19:03:47 main:581] : INFO : Epoch 2031 | loss: 0.0311715 | val_loss: 0.0311693 | Time: 1990.88 ms [2020-12-18 19:03:49 main:581] : INFO : Epoch 2032 | loss: 0.0311694 | val_loss: 0.0311694 | Time: 1989.18 ms [2020-12-18 19:03:51 main:581] : INFO : Epoch 2033 | loss: 0.0311702 | val_loss: 0.0311742 | Time: 1985.26 ms [2020-12-18 19:03:53 main:581] : INFO : Epoch 2034 | loss: 0.0311714 | val_loss: 0.0311693 | Time: 1985.89 ms [2020-12-18 19:03:55 main:581] : INFO : Epoch 2035 | loss: 0.0311719 | val_loss: 0.0311786 | Time: 1990.86 ms [2020-12-18 19:03:57 main:581] : INFO : Epoch 2036 | loss: 0.0311709 | val_loss: 0.0311691 | Time: 1982.13 ms [2020-12-18 19:03:59 main:581] : INFO : Epoch 2037 | loss: 0.0311712 | val_loss: 0.0311685 | Time: 1983.18 ms [2020-12-18 19:04:01 main:581] : INFO : Epoch 2038 | loss: 0.0311693 | val_loss: 0.0311694 | Time: 1987.71 ms [2020-12-18 19:04:03 main:581] : INFO : Epoch 2039 | loss: 0.0311687 | val_loss: 0.0311679 | Time: 1992.98 ms [2020-12-18 19:04:05 main:581] : INFO : Epoch 2040 | loss: 0.0311685 | val_loss: 0.0311814 | Time: 1991.08 ms [2020-12-18 19:04:07 main:581] : INFO : Epoch 2041 | loss: 0.0311695 | val_loss: 0.0311725 | Time: 1987.58 ms [2020-12-18 19:04:09 main:581] : INFO : Epoch 2042 | loss: 0.0311661 | val_loss: 0.0311677 | Time: 1993.02 ms [2020-12-18 19:04:11 main:581] : INFO : Epoch 2043 | loss: 0.0311663 | val_loss: 0.0311681 | Time: 1981.09 ms [2020-12-18 19:04:13 main:581] : INFO : Epoch 2044 | loss: 0.0311667 | val_loss: 0.0311684 | Time: 1989.31 ms [2020-12-18 19:04:15 main:581] : INFO : Epoch 2045 | loss: 0.0311662 | val_loss: 0.031175 | Time: 1975.61 ms [2020-12-18 19:04:17 main:581] : INFO : Epoch 2046 | loss: 0.0311661 | val_loss: 0.0311665 | Time: 1981.27 ms [2020-12-18 19:04:19 main:581] : INFO : Epoch 2047 | loss: 0.0311671 | val_loss: 0.0311696 | Time: 1986.31 ms [2020-12-18 19:04:21 main:581] : INFO : Epoch 2048 | loss: 0.0311698 | val_loss: 0.0311901 | Time: 1982.33 ms [2020-12-18 19:04:21 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311901 [2020-12-18 19:04:21 main:610] : INFO : Saving end state to config to file [2020-12-18 19:04:21 main:615] : INFO : Success, exiting.. 19:04:21 (2664573): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)