Task 14624463
| Name | ParityModified-1647041339-746-3-0_0 |
| Workunit | 11639690 |
| Created | 18 Apr 2022, 23:36:05 UTC |
| Sent | 18 Apr 2022, 23:36:23 UTC |
| Report deadline | 26 Apr 2022, 23:36:23 UTC |
| Received | 19 Apr 2022, 5:53:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 12 min 6 sec |
| CPU time | 1 hours 8 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 1542 | loss: 0.0310512 | val_loss: 0.0310669 | Time: 1992.14 ms [2022-04-19 07:35:28 main:574] : INFO : Epoch 1543 | loss: 0.0310507 | val_loss: 0.0310613 | Time: 2000.68 ms [2022-04-19 07:35:30 main:574] : INFO : Epoch 1544 | loss: 0.0310435 | val_loss: 0.0310582 | Time: 2003.23 ms [2022-04-19 07:35:33 main:574] : INFO : Epoch 1545 | loss: 0.0310438 | val_loss: 0.031051 | Time: 2005.56 ms [2022-04-19 07:35:35 main:574] : INFO : Epoch 1546 | loss: 0.0310441 | val_loss: 0.0310611 | Time: 2011.27 ms [2022-04-19 07:35:37 main:574] : INFO : Epoch 1547 | loss: 0.031056 | val_loss: 0.0310681 | Time: 2003 ms [2022-04-19 07:35:39 main:574] : INFO : Epoch 1548 | loss: 0.0310519 | val_loss: 0.0310582 | Time: 2012.29 ms [2022-04-19 07:35:41 main:574] : INFO : Epoch 1549 | loss: 0.0310478 | val_loss: 0.0310582 | Time: 2016.77 ms [2022-04-19 07:35:43 main:574] : INFO : Epoch 1550 | loss: 0.0310413 | val_loss: 0.0310521 | Time: 1933.86 ms [2022-04-19 07:35:45 main:574] : INFO : Epoch 1551 | loss: 0.0310364 | val_loss: 0.0310482 | Time: 1966.46 ms [2022-04-19 07:35:47 main:574] : INFO : Epoch 1552 | loss: 0.0310366 | val_loss: 0.0310592 | Time: 2017.38 ms [2022-04-19 07:35:49 main:574] : INFO : Epoch 1553 | loss: 0.0310381 | val_loss: 0.0310709 | Time: 2027.18 ms [2022-04-19 07:35:51 main:574] : INFO : Epoch 1554 | loss: 0.0310395 | val_loss: 0.0310628 | Time: 2010.64 ms [2022-04-19 07:35:53 main:574] : INFO : Epoch 1555 | loss: 0.0310342 | val_loss: 0.0310562 | Time: 1992.14 ms [2022-04-19 07:35:55 main:574] : INFO : Epoch 1556 | loss: 0.0310367 | val_loss: 0.0310491 | Time: 2014.28 ms [2022-04-19 07:35:57 main:574] : INFO : Epoch 1557 | loss: 0.0310315 | val_loss: 0.0310508 | Time: 2006.37 ms [2022-04-19 07:35:59 main:574] : INFO : Epoch 1558 | loss: 0.0310291 | val_loss: 0.031048 | Time: 1956.97 ms [2022-04-19 07:36:02 main:574] : INFO : Epoch 1559 | loss: 0.0310362 | val_loss: 0.0310435 | Time: 1996.59 ms [2022-04-19 07:36:04 main:574] : INFO : Epoch 1560 | loss: 0.0310339 | val_loss: 0.0310533 | Time: 2028.25 ms [2022-04-19 07:36:06 main:574] : INFO : Epoch 1561 | loss: 0.0310294 | val_loss: 0.0310577 | Time: 2009.35 ms [2022-04-19 07:36:08 main:574] : INFO : Epoch 1562 | loss: 0.0310258 | val_loss: 0.0310421 | Time: 2010.29 ms [2022-04-19 07:36:10 main:574] : INFO : Epoch 1563 | loss: 0.0310266 | val_loss: 0.0310436 | Time: 2029.57 ms [2022-04-19 07:36:12 main:574] : INFO : Epoch 1564 | loss: 0.031035 | val_loss: 0.0310718 | Time: 1964.38 ms [2022-04-19 07:36:14 main:574] : INFO : Epoch 1565 | loss: 0.0310624 | val_loss: 0.0310607 | Time: 1993.56 ms [2022-04-19 07:36:16 main:574] : INFO : Epoch 1566 | loss: 0.0310497 | val_loss: 0.0310542 | Time: 1979.9 ms [2022-04-19 07:36:18 main:574] : INFO : Epoch 1567 | loss: 0.0310444 | val_loss: 0.0310822 | Time: 2027.17 ms [2022-04-19 07:36:20 main:574] : INFO : Epoch 1568 | loss: 0.0310643 | val_loss: 0.0310481 | Time: 2019.18 ms [2022-04-19 07:36:22 main:574] : INFO : Epoch 1569 | loss: 0.0310345 | val_loss: 0.0310483 | Time: 1978.84 ms [2022-04-19 07:36:24 main:574] : INFO : Epoch 1570 | loss: 0.0310349 | val_loss: 0.0310568 | Time: 2027.74 ms [2022-04-19 07:36:26 main:574] : INFO : Epoch 1571 | loss: 0.0310303 | val_loss: 0.0310465 | Time: 2026.97 ms [2022-04-19 07:36:28 main:574] : INFO : Epoch 1572 | loss: 0.0310277 | val_loss: 0.0310492 | Time: 1937.12 ms [2022-04-19 07:36:30 main:574] : INFO : Epoch 1573 | loss: 0.0310239 | val_loss: 0.0310518 | Time: 1992.35 ms [2022-04-19 07:36:32 main:574] : INFO : Epoch 1574 | loss: 0.0310372 | val_loss: 0.0310741 | Time: 2013.15 ms [2022-04-19 07:36:34 main:574] : INFO : Epoch 1575 | loss: 0.0310451 | val_loss: 0.0310731 | Time: 1999.18 ms [2022-04-19 07:36:36 main:574] : INFO : Epoch 1576 | loss: 0.0310356 | val_loss: 0.0310529 | Time: 1978.18 ms [2022-04-19 07:36:38 main:574] : INFO : Epoch 1577 | loss: 0.0310308 | val_loss: 0.0310557 | Time: 1994.77 ms [2022-04-19 07:36:40 main:574] : INFO : Epoch 1578 | loss: 0.031035 | val_loss: 0.0310575 | Time: 2024.67 ms [2022-04-19 07:36:42 main:574] : INFO : Epoch 1579 | loss: 0.0310331 | val_loss: 0.0310439 | Time: 1974.97 ms [2022-04-19 07:36:44 main:574] : INFO : Epoch 1580 | loss: 0.0310325 | val_loss: 0.0310634 | Time: 1990.96 ms [2022-04-19 07:36:46 main:574] : INFO : Epoch 1581 | loss: 0.0310267 | val_loss: 0.0310471 | Time: 1983.83 ms [2022-04-19 07:36:49 main:574] : INFO : Epoch 1582 | loss: 0.0310196 | val_loss: 0.0310405 | Time: 2004.41 ms [2022-04-19 07:36:51 main:574] : INFO : Epoch 1583 | loss: 0.0310151 | val_loss: 0.0310407 | Time: 1959.57 ms [2022-04-19 07:36:53 main:574] : INFO : Epoch 1584 | loss: 0.0310195 | val_loss: 0.0310447 | Time: 1980.2 ms [2022-04-19 07:36:55 main:574] : INFO : Epoch 1585 | loss: 0.0310262 | val_loss: 0.0310554 | Time: 1984.8 ms [2022-04-19 07:36:57 main:574] : INFO : Epoch 1586 | loss: 0.031061 | val_loss: 0.0310675 | Time: 1979.82 ms [2022-04-19 07:36:59 main:574] : INFO : Epoch 1587 | loss: 0.0310373 | val_loss: 0.0310453 | Time: 1974.7 ms [2022-04-19 07:37:01 main:574] : INFO : Epoch 1588 | loss: 0.0310298 | val_loss: 0.0310425 | Time: 2011.23 ms [2022-04-19 07:37:03 main:574] : INFO : Epoch 1589 | loss: 0.0310221 | val_loss: 0.0310414 | Time: 1984.7 ms [2022-04-19 07:37:05 main:574] : INFO : Epoch 1590 | loss: 0.0310252 | val_loss: 0.0310627 | Time: 1957.35 ms [2022-04-19 07:37:07 main:574] : INFO : Epoch 1591 | loss: 0.0310256 | val_loss: 0.0310456 | Time: 1997.86 ms [2022-04-19 07:37:09 main:574] : INFO : Epoch 1592 | loss: 0.0310197 | val_loss: 0.0310442 | Time: 1998.76 ms [2022-04-19 07:37:11 main:574] : INFO : Epoch 1593 | loss: 0.031024 | val_loss: 0.0310485 | Time: 1986.48 ms [2022-04-19 07:37:13 main:574] : INFO : Epoch 1594 | loss: 0.031019 | val_loss: 0.0310453 | Time: 1982.03 ms [2022-04-19 07:37:15 main:574] : INFO : Epoch 1595 | loss: 0.0310182 | val_loss: 0.0310501 | Time: 1976.72 ms [2022-04-19 07:37:17 main:574] : INFO : Epoch 1596 | loss: 0.0310206 | val_loss: 0.0310446 | Time: 1999.59 ms [2022-04-19 07:37:19 main:574] : INFO : Epoch 1597 | loss: 0.0310194 | val_loss: 0.0310486 | Time: 2002.8 ms [2022-04-19 07:37:21 main:574] : INFO : Epoch 1598 | loss: 0.0310229 | val_loss: 0.031047 | Time: 1995.58 ms [2022-04-19 07:37:23 main:574] : INFO : Epoch 1599 | loss: 0.0310217 | val_loss: 0.0310581 | Time: 1986.82 ms [2022-04-19 07:37:25 main:574] : INFO : Epoch 1600 | loss: 0.0310519 | val_loss: 0.0310541 | Time: 2007.26 ms [2022-04-19 07:37:27 main:574] : INFO : Epoch 1601 | loss: 0.0310372 | val_loss: 0.0310564 | Time: 2004.11 ms [2022-04-19 07:37:29 main:574] : INFO : Epoch 1602 | loss: 0.0310292 | val_loss: 0.0310604 | Time: 1981.61 ms [2022-04-19 07:37:31 main:574] : INFO : Epoch 1603 | loss: 0.0310314 | val_loss: 0.0310602 | Time: 1973.58 ms [2022-04-19 07:37:33 main:574] : INFO : Epoch 1604 | loss: 0.0310249 | val_loss: 0.0310562 | Time: 1967.72 ms [2022-04-19 07:37:35 main:574] : INFO : Epoch 1605 | loss: 0.0310193 | val_loss: 0.0310531 | Time: 1984 ms [2022-04-19 07:37:37 main:574] : INFO : Epoch 1606 | loss: 0.0310184 | val_loss: 0.0310483 | Time: 2007.89 ms [2022-04-19 07:37:39 main:574] : INFO : Epoch 1607 | loss: 0.0310183 | val_loss: 0.0310424 | Time: 1981.44 ms [2022-04-19 07:37:42 main:574] : INFO : Epoch 1608 | loss: 0.0310129 | val_loss: 0.0310394 | Time: 1985.08 ms [2022-04-19 07:37:44 main:574] : INFO : Epoch 1609 | loss: 0.0310134 | val_loss: 0.0310445 | Time: 2008.98 ms [2022-04-19 07:37:46 main:574] : INFO : Epoch 1610 | loss: 0.0310161 | val_loss: 0.0310528 | Time: 1989.01 ms [2022-04-19 07:37:48 main:574] : INFO : Epoch 1611 | loss: 0.0310175 | val_loss: 0.0310416 | Time: 1992.53 ms [2022-04-19 07:37:50 main:574] : INFO : Epoch 1612 | loss: 0.0310101 | val_loss: 0.0310369 | Time: 1991.49 ms [2022-04-19 07:37:52 main:574] : INFO : Epoch 1613 | loss: 0.0310382 | val_loss: 0.0310497 | Time: 1975.8 ms [2022-04-19 07:37:54 main:574] : INFO : Epoch 1614 | loss: 0.0310358 | val_loss: 0.0310534 | Time: 2010.89 ms [2022-04-19 07:37:56 main:574] : INFO : Epoch 1615 | loss: 0.0310307 | val_loss: 0.0310587 | Time: 2000.58 ms [2022-04-19 07:37:58 main:574] : INFO : Epoch 1616 | loss: 0.0310471 | val_loss: 0.0310716 | Time: 1998.92 ms [2022-04-19 07:38:00 main:574] : INFO : Epoch 1617 | loss: 0.0310444 | val_loss: 0.0310651 | Time: 2049.83 ms [2022-04-19 07:38:02 main:574] : INFO : Epoch 1618 | loss: 0.0310533 | val_loss: 0.0310746 | Time: 2020.47 ms [2022-04-19 07:38:04 main:574] : INFO : Epoch 1619 | loss: 0.0310454 | val_loss: 0.0310743 | Time: 2047.88 ms [2022-04-19 07:38:06 main:574] : INFO : Epoch 1620 | loss: 0.0310405 | val_loss: 0.0310544 | Time: 2001.09 ms [2022-04-19 07:38:08 main:574] : INFO : Epoch 1621 | loss: 0.0310338 | val_loss: 0.0310532 | Time: 2025.8 ms [2022-04-19 07:38:10 main:574] : INFO : Epoch 1622 | loss: 0.0310312 | val_loss: 0.0310568 | Time: 2001.11 ms [2022-04-19 07:38:13 main:574] : INFO : Epoch 1623 | loss: 0.0310621 | val_loss: 0.0311074 | Time: 2007.15 ms [2022-04-19 07:38:15 main:574] : INFO : Epoch 1624 | loss: 0.031075 | val_loss: 0.031065 | Time: 2020.87 ms [2022-04-19 07:38:17 main:574] : INFO : Epoch 1625 | loss: 0.0310439 | val_loss: 0.0310568 | Time: 2006.19 ms [2022-04-19 07:38:19 main:574] : INFO : Epoch 1626 | loss: 0.0310386 | val_loss: 0.0310588 | Time: 2015.48 ms [2022-04-19 07:38:21 main:574] : INFO : Epoch 1627 | loss: 0.0310389 | val_loss: 0.0310662 | Time: 2002 ms [2022-04-19 07:38:23 main:574] : INFO : Epoch 1628 | loss: 0.0310502 | val_loss: 0.0310659 | Time: 2008.79 ms [2022-04-19 07:38:25 main:574] : INFO : Epoch 1629 | loss: 0.0310453 | val_loss: 0.0310583 | Time: 2007.04 ms [2022-04-19 07:38:27 main:574] : INFO : Epoch 1630 | loss: 0.0310358 | val_loss: 0.0310562 | Time: 2008.08 ms [2022-04-19 07:38:29 main:574] : INFO : Epoch 1631 | loss: 0.0310272 | val_loss: 0.0310536 | Time: 2053.97 ms [2022-04-19 07:38:31 main:574] : INFO : Epoch 1632 | loss: 0.0310244 | val_loss: 0.0310546 | Time: 2019.68 ms [2022-04-19 07:38:33 main:574] : INFO : Epoch 1633 | loss: 0.0310279 | val_loss: 0.0310573 | Time: 2002.73 ms [2022-04-19 07:38:35 main:574] : INFO : Epoch 1634 | loss: 0.0310228 | val_loss: 0.0310527 | Time: 2031.31 ms [2022-04-19 07:38:37 main:574] : INFO : Epoch 1635 | loss: 0.0310204 | val_loss: 0.0310551 | Time: 2020.48 ms [2022-04-19 07:38:39 main:574] : INFO : Epoch 1636 | loss: 0.0310215 | val_loss: 0.0310549 | Time: 2043.75 ms [2022-04-19 07:38:42 main:574] : INFO : Epoch 1637 | loss: 0.0310267 | val_loss: 0.0310521 | Time: 2055.8 ms [2022-04-19 07:38:44 main:574] : INFO : Epoch 1638 | loss: 0.0310234 | val_loss: 0.0310497 | Time: 2018.17 ms [2022-04-19 07:38:46 main:574] : INFO : Epoch 1639 | loss: 0.031025 | val_loss: 0.0310574 | Time: 2052.21 ms [2022-04-19 07:38:48 main:574] : INFO : Epoch 1640 | loss: 0.0310169 | val_loss: 0.0310572 | Time: 2035.96 ms [2022-04-19 07:38:50 main:574] : INFO : Epoch 1641 | loss: 0.0310192 | val_loss: 0.0310526 | Time: 2048.55 ms [2022-04-19 07:38:52 main:574] : INFO : Epoch 1642 | loss: 0.0310188 | val_loss: 0.0310529 | Time: 2024.23 ms [2022-04-19 07:38:54 main:574] : INFO : Epoch 1643 | loss: 0.0310215 | val_loss: 0.0310471 | Time: 2056.28 ms [2022-04-19 07:38:56 main:574] : INFO : Epoch 1644 | loss: 0.0310214 | val_loss: 0.0310474 | Time: 2038.95 ms [2022-04-19 07:38:59 main:574] : INFO : Epoch 1645 | loss: 0.0310202 | val_loss: 0.0310619 | Time: 2024.34 ms [2022-04-19 07:39:01 main:574] : INFO : Epoch 1646 | loss: 0.0310154 | val_loss: 0.0310533 | Time: 2035.39 ms [2022-04-19 07:39:03 main:574] : INFO : Epoch 1647 | loss: 0.0310145 | val_loss: 0.0310574 | Time: 2044.04 ms [2022-04-19 07:39:05 main:574] : INFO : Epoch 1648 | loss: 0.0310112 | val_loss: 0.0310538 | Time: 2028.68 ms [2022-04-19 07:39:07 main:574] : INFO : Epoch 1649 | loss: 0.0310139 | val_loss: 0.0310512 | Time: 2052.16 ms [2022-04-19 07:39:09 main:574] : INFO : Epoch 1650 | loss: 0.0310163 | val_loss: 0.0310678 | Time: 2045.85 ms [2022-04-19 07:39:11 main:574] : INFO : Epoch 1651 | loss: 0.0310227 | val_loss: 0.0310541 | Time: 2043.19 ms [2022-04-19 07:39:13 main:574] : INFO : Epoch 1652 | loss: 0.0310251 | val_loss: 0.0310572 | Time: 2026.95 ms [2022-04-19 07:39:16 main:574] : INFO : Epoch 1653 | loss: 0.0310261 | val_loss: 0.031053 | Time: 2013.87 ms [2022-04-19 07:39:18 main:574] : INFO : Epoch 1654 | loss: 0.0310383 | val_loss: 0.031055 | Time: 2010.23 ms [2022-04-19 07:39:20 main:574] : INFO : Epoch 1655 | loss: 0.0310286 | val_loss: 0.0310507 | Time: 2016.7 ms [2022-04-19 07:39:22 main:574] : INFO : Epoch 1656 | loss: 0.0310219 | val_loss: 0.0310427 | Time: 2000.29 ms [2022-04-19 07:39:24 main:574] : INFO : Epoch 1657 | loss: 0.0310185 | val_loss: 0.0310469 | Time: 2041.59 ms [2022-04-19 07:39:26 main:574] : INFO : Epoch 1658 | loss: 0.031026 | val_loss: 0.031064 | Time: 2020.14 ms [2022-04-19 07:39:28 main:574] : INFO : Epoch 1659 | loss: 0.0310393 | val_loss: 0.0310628 | Time: 2044.19 ms [2022-04-19 07:39:30 main:574] : INFO : Epoch 1660 | loss: 0.0310616 | val_loss: 0.0310625 | Time: 2000.75 ms [2022-04-19 07:39:32 main:574] : INFO : Epoch 1661 | loss: 0.0310534 | val_loss: 0.0310729 | Time: 1988.22 ms [2022-04-19 07:39:34 main:574] : INFO : Epoch 1662 | loss: 0.0310636 | val_loss: 0.0310658 | Time: 1978.08 ms [2022-04-19 07:39:36 main:574] : INFO : Epoch 1663 | loss: 0.0310791 | val_loss: 0.0310773 | Time: 2019.18 ms [2022-04-19 07:39:38 main:574] : INFO : Epoch 1664 | loss: 0.031076 | val_loss: 0.0310906 | Time: 1983.73 ms [2022-04-19 07:39:40 main:574] : INFO : Epoch 1665 | loss: 0.0310805 | val_loss: 0.0310899 | Time: 1985.19 ms [2022-04-19 07:39:42 main:574] : INFO : Epoch 1666 | loss: 0.0310768 | val_loss: 0.0310798 | Time: 1989.74 ms [2022-04-19 07:39:44 main:574] : INFO : Epoch 1667 | loss: 0.0310635 | val_loss: 0.0310635 | Time: 1994.7 ms [2022-04-19 07:39:46 main:574] : INFO : Epoch 1668 | loss: 0.0310505 | val_loss: 0.0310699 | Time: 1977.49 ms [2022-04-19 07:39:48 main:574] : INFO : Epoch 1669 | loss: 0.0310491 | val_loss: 0.0310593 | Time: 1998.46 ms [2022-04-19 07:39:50 main:574] : INFO : Epoch 1670 | loss: 0.0310455 | val_loss: 0.0310573 | Time: 1974.84 ms [2022-04-19 07:39:52 main:574] : INFO : Epoch 1671 | loss: 0.0310385 | val_loss: 0.0310517 | Time: 1952.53 ms [2022-04-19 07:39:54 main:574] : INFO : Epoch 1672 | loss: 0.0310401 | val_loss: 0.0310581 | Time: 1983.36 ms [2022-04-19 07:39:56 main:574] : INFO : Epoch 1673 | loss: 0.0310289 | val_loss: 0.0310624 | Time: 1989.86 ms [2022-04-19 07:39:58 main:574] : INFO : Epoch 1674 | loss: 0.0310271 | val_loss: 0.0310489 | Time: 1976.98 ms [2022-04-19 07:40:00 main:574] : INFO : Epoch 1675 | loss: 0.0310273 | val_loss: 0.0310511 | Time: 1988.71 ms [2022-04-19 07:40:02 main:574] : INFO : Epoch 1676 | loss: 0.031058 | val_loss: 0.0310746 | Time: 2017.97 ms [2022-04-19 07:40:05 main:574] : INFO : Epoch 1677 | loss: 0.0310466 | val_loss: 0.0310588 | Time: 2010.98 ms [2022-04-19 07:40:07 main:574] : INFO : Epoch 1678 | loss: 0.0310206 | val_loss: 0.0310552 | Time: 1990.37 ms [2022-04-19 07:40:09 main:574] : INFO : Epoch 1679 | loss: 0.0310154 | val_loss: 0.0310474 | Time: 2006.8 ms [2022-04-19 07:40:11 main:574] : INFO : Epoch 1680 | loss: 0.0310132 | val_loss: 0.0310498 | Time: 1988.94 ms [2022-04-19 07:40:13 main:574] : INFO : Epoch 1681 | loss: 0.03101 | val_loss: 0.0310514 | Time: 1989.73 ms [2022-04-19 07:40:15 main:574] : INFO : Epoch 1682 | loss: 0.0310226 | val_loss: 0.0310581 | Time: 2039.91 ms [2022-04-19 07:40:17 main:574] : INFO : Epoch 1683 | loss: 0.0310518 | val_loss: 0.0310537 | Time: 2023.45 ms [2022-04-19 07:40:19 main:574] : INFO : Epoch 1684 | loss: 0.0310487 | val_loss: 0.0310569 | Time: 2051.49 ms [2022-04-19 07:40:21 main:574] : INFO : Epoch 1685 | loss: 0.0310454 | val_loss: 0.0310616 | Time: 2001.06 ms [2022-04-19 07:40:23 main:574] : INFO : Epoch 1686 | loss: 0.0310422 | val_loss: 0.0310573 | Time: 2026.8 ms [2022-04-19 07:40:25 main:574] : INFO : Epoch 1687 | loss: 0.0310308 | val_loss: 0.0310589 | Time: 2017.47 ms [2022-04-19 07:40:27 main:574] : INFO : Epoch 1688 | loss: 0.0310387 | val_loss: 0.0310609 | Time: 2021.4 ms [2022-04-19 07:40:29 main:574] : INFO : Epoch 1689 | loss: 0.0310339 | val_loss: 0.0310517 | Time: 2035.37 ms [2022-04-19 07:40:31 main:574] : INFO : Epoch 1690 | loss: 0.0310337 | val_loss: 0.0310519 | Time: 2027.67 ms [2022-04-19 07:40:34 main:574] : INFO : Epoch 1691 | loss: 0.0310326 | val_loss: 0.0310564 | Time: 2019.43 ms [2022-04-19 07:40:36 main:574] : INFO : Epoch 1692 | loss: 0.0310247 | val_loss: 0.0310475 | Time: 2035.19 ms [2022-04-19 07:40:38 main:574] : INFO : Epoch 1693 | loss: 0.0310196 | val_loss: 0.0310516 | Time: 2010.64 ms [2022-04-19 07:40:40 main:574] : INFO : Epoch 1694 | loss: 0.0310182 | val_loss: 0.0310475 | Time: 2002.53 ms [2022-04-19 07:40:42 main:574] : INFO : Epoch 1695 | loss: 0.031017 | val_loss: 0.0310543 | Time: 2039.01 ms [2022-04-19 07:40:44 main:574] : INFO : Epoch 1696 | loss: 0.0310119 | val_loss: 0.0310474 | Time: 2057.47 ms [2022-04-19 07:40:46 main:574] : INFO : Epoch 1697 | loss: 0.0310122 | val_loss: 0.0310445 | Time: 2031.05 ms [2022-04-19 07:40:48 main:574] : INFO : Epoch 1698 | loss: 0.031011 | val_loss: 0.0310527 | Time: 2049.59 ms [2022-04-19 07:40:50 main:574] : INFO : Epoch 1699 | loss: 0.0310149 | val_loss: 0.0310493 | Time: 2042.69 ms [2022-04-19 07:40:53 main:574] : INFO : Epoch 1700 | loss: 0.0310254 | val_loss: 0.031068 | Time: 2023.32 ms [2022-04-19 07:40:55 main:574] : INFO : Epoch 1701 | loss: 0.0310147 | val_loss: 0.0310567 | Time: 2011.43 ms [2022-04-19 07:40:57 main:574] : INFO : Epoch 1702 | loss: 0.0310158 | val_loss: 0.0310483 | Time: 2045.15 ms [2022-04-19 07:40:59 main:574] : INFO : Epoch 1703 | loss: 0.0310209 | val_loss: 0.0310484 | Time: 2030.01 ms [2022-04-19 07:41:01 main:574] : INFO : Epoch 1704 | loss: 0.0310222 | val_loss: 0.0310479 | Time: 2039.94 ms [2022-04-19 07:41:03 main:574] : INFO : Epoch 1705 | loss: 0.0310234 | val_loss: 0.0310485 | Time: 2026.89 ms [2022-04-19 07:41:05 main:574] : INFO : Epoch 1706 | loss: 0.0310255 | val_loss: 0.031048 | Time: 2037.72 ms [2022-04-19 07:41:07 main:574] : INFO : Epoch 1707 | loss: 0.0310244 | val_loss: 0.0310631 | Time: 2025.63 ms [2022-04-19 07:41:10 main:574] : INFO : Epoch 1708 | loss: 0.0310215 | val_loss: 0.0310486 | Time: 2026.03 ms [2022-04-19 07:41:12 main:574] : INFO : Epoch 1709 | loss: 0.0310163 | val_loss: 0.0310482 | Time: 2019.12 ms [2022-04-19 07:41:14 main:574] : INFO : Epoch 1710 | loss: 0.0310181 | val_loss: 0.0310567 | Time: 2015.36 ms [2022-04-19 07:41:16 main:574] : INFO : Epoch 1711 | loss: 0.0310201 | val_loss: 0.0310542 | Time: 2034.87 ms [2022-04-19 07:41:18 main:574] : INFO : Epoch 1712 | loss: 0.0310213 | val_loss: 0.0310482 | Time: 2025.16 ms [2022-04-19 07:41:20 main:574] : INFO : Epoch 1713 | loss: 0.0310178 | val_loss: 0.0310525 | Time: 2020.97 ms [2022-04-19 07:41:22 main:574] : INFO : Epoch 1714 | loss: 0.0310169 | val_loss: 0.0310475 | Time: 1999.58 ms [2022-04-19 07:41:24 main:574] : INFO : Epoch 1715 | loss: 0.0310372 | val_loss: 0.0310549 | Time: 1990.04 ms [2022-04-19 07:41:26 main:574] : INFO : Epoch 1716 | loss: 0.0310343 | val_loss: 0.0310562 | Time: 2001.47 ms [2022-04-19 07:41:28 main:574] : INFO : Epoch 1717 | loss: 0.0310167 | val_loss: 0.0310525 | Time: 2003.76 ms [2022-04-19 07:41:30 main:574] : INFO : Epoch 1718 | loss: 0.0310131 | val_loss: 0.0310499 | Time: 2024.31 ms [2022-04-19 07:41:32 main:574] : INFO : Epoch 1719 | loss: 0.031026 | val_loss: 0.0310684 | Time: 1998.69 ms [2022-04-19 07:41:34 main:574] : INFO : Epoch 1720 | loss: 0.0310441 | val_loss: 0.0310611 | Time: 1987.81 ms [2022-04-19 07:41:36 main:574] : INFO : Epoch 1721 | loss: 0.0310375 | val_loss: 0.0310526 | Time: 2006.71 ms [2022-04-19 07:41:39 main:574] : INFO : Epoch 1722 | loss: 0.0310218 | val_loss: 0.0310612 | Time: 1994.02 ms [2022-04-19 07:41:41 main:574] : INFO : Epoch 1723 | loss: 0.0310669 | val_loss: 0.0311003 | Time: 2016.51 ms [2022-04-19 07:41:43 main:574] : INFO : Epoch 1724 | loss: 0.0310777 | val_loss: 0.0311009 | Time: 2004.04 ms [2022-04-19 07:41:45 main:574] : INFO : Epoch 1725 | loss: 0.0310675 | val_loss: 0.0310862 | Time: 1992.68 ms [2022-04-19 07:41:47 main:574] : INFO : Epoch 1726 | loss: 0.031054 | val_loss: 0.0310799 | Time: 2000.94 ms [2022-04-19 07:41:49 main:574] : INFO : Epoch 1727 | loss: 0.031053 | val_loss: 0.0310905 | Time: 1981.26 ms [2022-04-19 07:41:51 main:574] : INFO : Epoch 1728 | loss: 0.0310517 | val_loss: 0.0310772 | Time: 2002.9 ms [2022-04-19 07:41:53 main:574] : INFO : Epoch 1729 | loss: 0.031045 | val_loss: 0.0310722 | Time: 1983.2 ms [2022-04-19 07:41:55 main:574] : INFO : Epoch 1730 | loss: 0.0310417 | val_loss: 0.0310692 | Time: 1973.3 ms [2022-04-19 07:41:57 main:574] : INFO : Epoch 1731 | loss: 0.0310481 | val_loss: 0.0310736 | Time: 1964.79 ms [2022-04-19 07:41:59 main:574] : INFO : Epoch 1732 | loss: 0.0310402 | val_loss: 0.0310671 | Time: 1996.58 ms [2022-04-19 07:42:01 main:574] : INFO : Epoch 1733 | loss: 0.0310364 | val_loss: 0.0310588 | Time: 1998.98 ms [2022-04-19 07:42:03 main:574] : INFO : Epoch 1734 | loss: 0.0310313 | val_loss: 0.0310498 | Time: 2006.16 ms [2022-04-19 07:42:05 main:574] : INFO : Epoch 1735 | loss: 0.03103 | val_loss: 0.0310532 | Time: 2011.15 ms [2022-04-19 07:42:07 main:574] : INFO : Epoch 1736 | loss: 0.0310265 | val_loss: 0.0310487 | Time: 1937.41 ms [2022-04-19 07:42:09 main:574] : INFO : Epoch 1737 | loss: 0.0310334 | val_loss: 0.0310955 | Time: 1983.83 ms [2022-04-19 07:42:11 main:574] : INFO : Epoch 1738 | loss: 0.0310593 | val_loss: 0.0310809 | Time: 1982.86 ms [2022-04-19 07:42:13 main:574] : INFO : Epoch 1739 | loss: 0.031049 | val_loss: 0.0310807 | Time: 1973.18 ms [2022-04-19 07:42:15 main:574] : INFO : Epoch 1740 | loss: 0.0310557 | val_loss: 0.0310761 | Time: 1944.59 ms [2022-04-19 07:42:17 main:574] : INFO : Epoch 1741 | loss: 0.0310466 | val_loss: 0.0310596 | Time: 1960.27 ms [2022-04-19 07:42:19 main:574] : INFO : Epoch 1742 | loss: 0.0310464 | val_loss: 0.0310575 | Time: 1999.3 ms [2022-04-19 07:42:21 main:574] : INFO : Epoch 1743 | loss: 0.0310354 | val_loss: 0.0310557 | Time: 1976.07 ms [2022-04-19 07:42:23 main:574] : INFO : Epoch 1744 | loss: 0.0310315 | val_loss: 0.0310499 | Time: 1943.03 ms [2022-04-19 07:42:25 main:574] : INFO : Epoch 1745 | loss: 0.0310307 | val_loss: 0.0310491 | Time: 1984.42 ms [2022-04-19 07:42:27 main:574] : INFO : Epoch 1746 | loss: 0.0310294 | val_loss: 0.0310478 | Time: 1979.46 ms [2022-04-19 07:42:30 main:574] : INFO : Epoch 1747 | loss: 0.0310326 | val_loss: 0.0310505 | Time: 2007.24 ms [2022-04-19 07:42:32 main:574] : INFO : Epoch 1748 | loss: 0.0310281 | val_loss: 0.0310602 | Time: 1977.32 ms [2022-04-19 07:42:34 main:574] : INFO : Epoch 1749 | loss: 0.031022 | val_loss: 0.0310652 | Time: 1977.74 ms [2022-04-19 07:42:36 main:574] : INFO : Epoch 1750 | loss: 0.0310233 | val_loss: 0.0310537 | Time: 2001.47 ms [2022-04-19 07:42:38 main:574] : INFO : Epoch 1751 | loss: 0.0310226 | val_loss: 0.0310596 | Time: 1979.43 ms [2022-04-19 07:42:40 main:574] : INFO : Epoch 1752 | loss: 0.0310228 | val_loss: 0.031054 | Time: 1988.55 ms [2022-04-19 07:42:42 main:574] : INFO : Epoch 1753 | loss: 0.0310236 | val_loss: 0.0310641 | Time: 1993.93 ms [2022-04-19 07:42:44 main:574] : INFO : Epoch 1754 | loss: 0.0310281 | val_loss: 0.0310514 | Time: 1967.13 ms [2022-04-19 07:42:46 main:574] : INFO : Epoch 1755 | loss: 0.0310193 | val_loss: 0.0310421 | Time: 2023.64 ms [2022-04-19 07:42:48 main:574] : INFO : Epoch 1756 | loss: 0.0310172 | val_loss: 0.0310514 | Time: 1984.38 ms [2022-04-19 07:42:50 main:574] : INFO : Epoch 1757 | loss: 0.0310233 | val_loss: 0.0310448 | Time: 1976.26 ms [2022-04-19 07:42:52 main:574] : INFO : Epoch 1758 | loss: 0.0310173 | val_loss: 0.0310526 | Time: 1972.68 ms [2022-04-19 07:42:54 main:574] : INFO : Epoch 1759 | loss: 0.0310177 | val_loss: 0.0310508 | Time: 1972.59 ms [2022-04-19 07:42:56 main:574] : INFO : Epoch 1760 | loss: 0.0310183 | val_loss: 0.0310495 | Time: 2015.81 ms [2022-04-19 07:42:58 main:574] : INFO : Epoch 1761 | loss: 0.0310149 | val_loss: 0.0310537 | Time: 2003.58 ms [2022-04-19 07:43:00 main:574] : INFO : Epoch 1762 | loss: 0.0310079 | val_loss: 0.0310466 | Time: 1977.43 ms [2022-04-19 07:43:02 main:574] : INFO : Epoch 1763 | loss: 0.0310098 | val_loss: 0.0310427 | Time: 1977.03 ms [2022-04-19 07:43:04 main:574] : INFO : Epoch 1764 | loss: 0.0310082 | val_loss: 0.0310533 | Time: 1980.15 ms [2022-04-19 07:43:06 main:574] : INFO : Epoch 1765 | loss: 0.0310108 | val_loss: 0.0310401 | Time: 1991.33 ms [2022-04-19 07:43:08 main:574] : INFO : Epoch 1766 | loss: 0.0310114 | val_loss: 0.0310381 | Time: 1962.52 ms [2022-04-19 07:43:10 main:574] : INFO : Epoch 1767 | loss: 0.0310071 | val_loss: 0.0310433 | Time: 1995.69 ms [2022-04-19 07:43:12 main:574] : INFO : Epoch 1768 | loss: 0.0310048 | val_loss: 0.0310404 | Time: 1971.38 ms [2022-04-19 07:43:14 main:574] : INFO : Epoch 1769 | loss: 0.0310109 | val_loss: 0.0310427 | Time: 1993.49 ms [2022-04-19 07:43:16 main:574] : INFO : Epoch 1770 | loss: 0.0310068 | val_loss: 0.0310495 | Time: 1984.06 ms [2022-04-19 07:43:18 main:574] : INFO : Epoch 1771 | loss: 0.0310156 | val_loss: 0.0310553 | Time: 1992.15 ms [2022-04-19 07:43:20 main:574] : INFO : Epoch 1772 | loss: 0.0310102 | val_loss: 0.0310416 | Time: 1981.49 ms [2022-04-19 07:43:22 main:574] : INFO : Epoch 1773 | loss: 0.0310127 | val_loss: 0.0310384 | Time: 2008.28 ms [2022-04-19 07:43:25 main:574] : INFO : Epoch 1774 | loss: 0.0310127 | val_loss: 0.0310509 | Time: 1978.7 ms [2022-04-19 07:43:27 main:574] : INFO : Epoch 1775 | loss: 0.0310048 | val_loss: 0.0310426 | Time: 1985.23 ms [2022-04-19 07:43:29 main:574] : INFO : Epoch 1776 | loss: 0.0310003 | val_loss: 0.0310411 | Time: 1979.49 ms [2022-04-19 07:43:31 main:574] : INFO : Epoch 1777 | loss: 0.0310031 | val_loss: 0.0310633 | Time: 1963.73 ms [2022-04-19 07:43:33 main:574] : INFO : Epoch 1778 | loss: 0.0310053 | val_loss: 0.0310476 | Time: 1978.35 ms [2022-04-19 07:43:35 main:574] : INFO : Epoch 1779 | loss: 0.031013 | val_loss: 0.0310638 | Time: 1999.03 ms [2022-04-19 07:43:37 main:574] : INFO : Epoch 1780 | loss: 0.0310155 | val_loss: 0.0310571 | Time: 1954.08 ms [2022-04-19 07:43:39 main:574] : INFO : Epoch 1781 | loss: 0.0310212 | val_loss: 0.03107 | Time: 1968.53 ms [2022-04-19 07:43:41 main:574] : INFO : Epoch 1782 | loss: 0.0310605 | val_loss: 0.0310907 | Time: 1969.51 ms [2022-04-19 07:43:43 main:574] : INFO : Epoch 1783 | loss: 0.0310773 | val_loss: 0.0310763 | Time: 1960.05 ms [2022-04-19 07:43:45 main:574] : INFO : Epoch 1784 | loss: 0.0310614 | val_loss: 0.0310627 | Time: 1959.97 ms [2022-04-19 07:43:47 main:574] : INFO : Epoch 1785 | loss: 0.031051 | val_loss: 0.031051 | Time: 1973.19 ms [2022-04-19 07:43:49 main:574] : INFO : Epoch 1786 | loss: 0.0310561 | val_loss: 0.031063 | Time: 2001.28 ms [2022-04-19 07:43:51 main:574] : INFO : Epoch 1787 | loss: 0.0310514 | val_loss: 0.0310555 | Time: 1984.71 ms [2022-04-19 07:43:53 main:574] : INFO : Epoch 1788 | loss: 0.0310392 | val_loss: 0.0310603 | Time: 1989.36 ms [2022-04-19 07:43:55 main:574] : INFO : Epoch 1789 | loss: 0.0310382 | val_loss: 0.0310613 | Time: 2019.92 ms [2022-04-19 07:43:57 main:574] : INFO : Epoch 1790 | loss: 0.0310339 | val_loss: 0.0310579 | Time: 1944.85 ms [2022-04-19 07:43:59 main:574] : INFO : Epoch 1791 | loss: 0.0310339 | val_loss: 0.0310565 | Time: 1967.69 ms [2022-04-19 07:44:01 main:574] : INFO : Epoch 1792 | loss: 0.0310333 | val_loss: 0.0310615 | Time: 1988.64 ms [2022-04-19 07:44:03 main:574] : INFO : Epoch 1793 | loss: 0.031026 | val_loss: 0.03106 | Time: 1999.97 ms [2022-04-19 07:44:05 main:574] : INFO : Epoch 1794 | loss: 0.0310224 | val_loss: 0.0310552 | Time: 1978.72 ms [2022-04-19 07:44:07 main:574] : INFO : Epoch 1795 | loss: 0.0310231 | val_loss: 0.031056 | Time: 2015.52 ms [2022-04-19 07:44:09 main:574] : INFO : Epoch 1796 | loss: 0.0310236 | val_loss: 0.031046 | Time: 2001.05 ms [2022-04-19 07:44:11 main:574] : INFO : Epoch 1797 | loss: 0.0310202 | val_loss: 0.0310561 | Time: 2019.3 ms [2022-04-19 07:44:13 main:574] : INFO : Epoch 1798 | loss: 0.0310252 | val_loss: 0.0310513 | Time: 1990.81 ms [2022-04-19 07:44:15 main:574] : INFO : Epoch 1799 | loss: 0.0310222 | val_loss: 0.0310444 | Time: 2044.9 ms [2022-04-19 07:44:17 main:574] : INFO : Epoch 1800 | loss: 0.0310419 | val_loss: 0.0310447 | Time: 2005.76 ms [2022-04-19 07:44:19 main:574] : INFO : Epoch 1801 | loss: 0.0310378 | val_loss: 0.0310531 | Time: 1998.88 ms [2022-04-19 07:44:21 main:574] : INFO : Epoch 1802 | loss: 0.0310397 | val_loss: 0.0310634 | Time: 1994.86 ms [2022-04-19 07:44:23 main:574] : INFO : Epoch 1803 | loss: 0.0310481 | val_loss: 0.0310656 | Time: 2007.75 ms [2022-04-19 07:44:25 main:574] : INFO : Epoch 1804 | loss: 0.0310458 | val_loss: 0.0310557 | Time: 1991.76 ms [2022-04-19 07:44:28 main:574] : INFO : Epoch 1805 | loss: 0.0310417 | val_loss: 0.0310524 | Time: 2009.73 ms [2022-04-19 07:44:30 main:574] : INFO : Epoch 1806 | loss: 0.0310452 | val_loss: 0.0310931 | Time: 1973.7 ms [2022-04-19 07:44:32 main:574] : INFO : Epoch 1807 | loss: 0.0311116 | val_loss: 0.0311033 | Time: 1984.31 ms [2022-04-19 07:44:34 main:574] : INFO : Epoch 1808 | loss: 0.0310943 | val_loss: 0.0310893 | Time: 1954.46 ms [2022-04-19 07:44:36 main:574] : INFO : Epoch 1809 | loss: 0.0310983 | val_loss: 0.031093 | Time: 2021.2 ms [2022-04-19 07:44:38 main:574] : INFO : Epoch 1810 | loss: 0.0310818 | val_loss: 0.0310744 | Time: 2013.52 ms [2022-04-19 07:44:40 main:574] : INFO : Epoch 1811 | loss: 0.0310629 | val_loss: 0.0310669 | Time: 2005.12 ms [2022-04-19 07:44:42 main:574] : INFO : Epoch 1812 | loss: 0.0310613 | val_loss: 0.0310668 | Time: 2025.17 ms [2022-04-19 07:44:44 main:574] : INFO : Epoch 1813 | loss: 0.0310509 | val_loss: 0.0310551 | Time: 1992.49 ms [2022-04-19 07:44:46 main:574] : INFO : Epoch 1814 | loss: 0.0310403 | val_loss: 0.0310551 | Time: 2028.48 ms [2022-04-19 07:44:48 main:574] : INFO : Epoch 1815 | loss: 0.031032 | val_loss: 0.0310479 | Time: 1985.73 ms [2022-04-19 07:44:50 main:574] : INFO : Epoch 1816 | loss: 0.0310266 | val_loss: 0.0310504 | Time: 2027.46 ms [2022-04-19 07:44:52 main:574] : INFO : Epoch 1817 | loss: 0.0310239 | val_loss: 0.0310495 | Time: 1992.31 ms [2022-04-19 07:44:54 main:574] : INFO : Epoch 1818 | loss: 0.0310253 | val_loss: 0.0310534 | Time: 2006.01 ms [2022-04-19 07:44:56 main:574] : INFO : Epoch 1819 | loss: 0.0310407 | val_loss: 0.0310607 | Time: 2007.26 ms [2022-04-19 07:44:58 main:574] : INFO : Epoch 1820 | loss: 0.0310365 | val_loss: 0.0310464 | Time: 2001.07 ms [2022-04-19 07:45:00 main:574] : INFO : Epoch 1821 | loss: 0.0310282 | val_loss: 0.0310563 | Time: 1984.42 ms [2022-04-19 07:45:02 main:574] : INFO : Epoch 1822 | loss: 0.0310251 | val_loss: 0.0310419 | Time: 1998.18 ms [2022-04-19 07:45:04 main:574] : INFO : Epoch 1823 | loss: 0.0310253 | val_loss: 0.0310407 | Time: 1975.89 ms [2022-04-19 07:45:06 main:574] : INFO : Epoch 1824 | loss: 0.0310195 | val_loss: 0.0310419 | Time: 1964.2 ms [2022-04-19 07:45:09 main:574] : INFO : Epoch 1825 | loss: 0.0310153 | val_loss: 0.0310525 | Time: 2006.34 ms [2022-04-19 07:45:11 main:574] : INFO : Epoch 1826 | loss: 0.0310351 | val_loss: 0.0310595 | Time: 2002.52 ms [2022-04-19 07:45:13 main:574] : INFO : Epoch 1827 | loss: 0.0310347 | val_loss: 0.031052 | Time: 1987.44 ms [2022-04-19 07:45:15 main:574] : INFO : Epoch 1828 | loss: 0.0310207 | val_loss: 0.0310446 | Time: 1991.74 ms [2022-04-19 07:45:17 main:574] : INFO : Epoch 1829 | loss: 0.0310171 | val_loss: 0.0310377 | Time: 1999.41 ms [2022-04-19 07:45:19 main:574] : INFO : Epoch 1830 | loss: 0.0310152 | val_loss: 0.0310408 | Time: 2003.06 ms [2022-04-19 07:45:21 main:574] : INFO : Epoch 1831 | loss: 0.0310147 | val_loss: 0.0310454 | Time: 1979.92 ms [2022-04-19 07:45:23 main:574] : INFO : Epoch 1832 | loss: 0.0310133 | val_loss: 0.0310515 | Time: 2001.66 ms [2022-04-19 07:45:25 main:574] : INFO : Epoch 1833 | loss: 0.0310175 | val_loss: 0.0310437 | Time: 1975.45 ms [2022-04-19 07:45:27 main:574] : INFO : Epoch 1834 | loss: 0.0310083 | val_loss: 0.0310407 | Time: 1972.9 ms [2022-04-19 07:45:29 main:574] : INFO : Epoch 1835 | loss: 0.0310159 | val_loss: 0.0310545 | Time: 1974.27 ms [2022-04-19 07:45:31 main:574] : INFO : Epoch 1836 | loss: 0.031006 | val_loss: 0.0310361 | Time: 1960.54 ms [2022-04-19 07:45:33 main:574] : INFO : Epoch 1837 | loss: 0.0310032 | val_loss: 0.0310362 | Time: 1985.67 ms [2022-04-19 07:45:35 main:574] : INFO : Epoch 1838 | loss: 0.0310037 | val_loss: 0.0310355 | Time: 1976.87 ms [2022-04-19 07:45:37 main:574] : INFO : Epoch 1839 | loss: 0.0310033 | val_loss: 0.0310395 | Time: 2000.77 ms [2022-04-19 07:45:39 main:574] : INFO : Epoch 1840 | loss: 0.0309982 | val_loss: 0.0310303 | Time: 1974.25 ms [2022-04-19 07:45:41 main:574] : INFO : Epoch 1841 | loss: 0.0309987 | val_loss: 0.0310387 | Time: 2000.6 ms [2022-04-19 07:45:43 main:574] : INFO : Epoch 1842 | loss: 0.0310007 | val_loss: 0.0310363 | Time: 1984.28 ms [2022-04-19 07:45:45 main:574] : INFO : Epoch 1843 | loss: 0.0310036 | val_loss: 0.0310511 | Time: 2030.29 ms [2022-04-19 07:45:47 main:574] : INFO : Epoch 1844 | loss: 0.0309974 | val_loss: 0.031045 | Time: 2009.01 ms [2022-04-19 07:45:49 main:574] : INFO : Epoch 1845 | loss: 0.0310023 | val_loss: 0.0310302 | Time: 2023.95 ms [2022-04-19 07:45:51 main:574] : INFO : Epoch 1846 | loss: 0.0310026 | val_loss: 0.0310337 | Time: 2029.39 ms [2022-04-19 07:45:53 main:574] : INFO : Epoch 1847 | loss: 0.0309978 | val_loss: 0.0310332 | Time: 1974.04 ms [2022-04-19 07:45:56 main:574] : INFO : Epoch 1848 | loss: 0.0309958 | val_loss: 0.0310275 | Time: 1997.09 ms [2022-04-19 07:45:58 main:574] : INFO : Epoch 1849 | loss: 0.0309978 | val_loss: 0.0310348 | Time: 1992.31 ms [2022-04-19 07:46:00 main:574] : INFO : Epoch 1850 | loss: 0.0310016 | val_loss: 0.0310328 | Time: 1982.93 ms [2022-04-19 07:46:02 main:574] : INFO : Epoch 1851 | loss: 0.0310047 | val_loss: 0.0310458 | Time: 1957.42 ms [2022-04-19 07:46:04 main:574] : INFO : Epoch 1852 | loss: 0.0310208 | val_loss: 0.0310336 | Time: 2010.53 ms [2022-04-19 07:46:06 main:574] : INFO : Epoch 1853 | loss: 0.0310148 | val_loss: 0.0310508 | Time: 2003.03 ms [2022-04-19 07:46:08 main:574] : INFO : Epoch 1854 | loss: 0.0310031 | val_loss: 0.0310354 | Time: 1994.74 ms [2022-04-19 07:46:10 main:574] : INFO : Epoch 1855 | loss: 0.0310006 | val_loss: 0.0310326 | Time: 2008.72 ms [2022-04-19 07:46:12 main:574] : INFO : Epoch 1856 | loss: 0.0309997 | val_loss: 0.0310342 | Time: 2011.12 ms [2022-04-19 07:46:14 main:574] : INFO : Epoch 1857 | loss: 0.0309959 | val_loss: 0.0310429 | Time: 2030.89 ms [2022-04-19 07:46:16 main:574] : INFO : Epoch 1858 | loss: 0.0309904 | val_loss: 0.0310386 | Time: 1987.48 ms [2022-04-19 07:46:18 main:574] : INFO : Epoch 1859 | loss: 0.0309888 | val_loss: 0.0310366 | Time: 2011.86 ms [2022-04-19 07:46:20 main:574] : INFO : Epoch 1860 | loss: 0.0309875 | val_loss: 0.0310349 | Time: 1994.5 ms [2022-04-19 07:46:22 main:574] : INFO : Epoch 1861 | loss: 0.0309854 | val_loss: 0.0310313 | Time: 2017.02 ms [2022-04-19 07:46:24 main:574] : INFO : Epoch 1862 | loss: 0.030997 | val_loss: 0.0310388 | Time: 1998.18 ms [2022-04-19 07:46:26 main:574] : INFO : Epoch 1863 | loss: 0.0309945 | val_loss: 0.0310364 | Time: 2004.48 ms [2022-04-19 07:46:28 main:574] : INFO : Epoch 1864 | loss: 0.0309924 | val_loss: 0.0310479 | Time: 1996.07 ms [2022-04-19 07:46:30 main:574] : INFO : Epoch 1865 | loss: 0.0309978 | val_loss: 0.0310432 | Time: 2023.63 ms [2022-04-19 07:46:33 main:574] : INFO : Epoch 1866 | loss: 0.0309886 | val_loss: 0.0310421 | Time: 1994.06 ms [2022-04-19 07:46:35 main:574] : INFO : Epoch 1867 | loss: 0.0309982 | val_loss: 0.0310479 | Time: 1970.93 ms [2022-04-19 07:46:37 main:574] : INFO : Epoch 1868 | loss: 0.0309967 | val_loss: 0.0310333 | Time: 1988.2 ms [2022-04-19 07:46:39 main:574] : INFO : Epoch 1869 | loss: 0.031 | val_loss: 0.0310235 | Time: 1988.61 ms [2022-04-19 07:46:41 main:574] : INFO : Epoch 1870 | loss: 0.0309942 | val_loss: 0.0310397 | Time: 2015.59 ms [2022-04-19 07:46:43 main:574] : INFO : Epoch 1871 | loss: 0.0309947 | val_loss: 0.0310403 | Time: 2007.98 ms [2022-04-19 07:46:45 main:574] : INFO : Epoch 1872 | loss: 0.0309901 | val_loss: 0.0310367 | Time: 2012.76 ms [2022-04-19 07:46:47 main:574] : INFO : Epoch 1873 | loss: 0.0309878 | val_loss: 0.0310267 | Time: 2007.89 ms [2022-04-19 07:46:49 main:574] : INFO : Epoch 1874 | loss: 0.0309869 | val_loss: 0.0310366 | Time: 2001.19 ms [2022-04-19 07:46:51 main:574] : INFO : Epoch 1875 | loss: 0.0309902 | val_loss: 0.0310353 | Time: 2022.9 ms [2022-04-19 07:46:53 main:574] : INFO : Epoch 1876 | loss: 0.0309889 | val_loss: 0.0310437 | Time: 1963.85 ms [2022-04-19 07:46:55 main:574] : INFO : Epoch 1877 | loss: 0.0309895 | val_loss: 0.0310362 | Time: 2016.13 ms [2022-04-19 07:46:57 main:574] : INFO : Epoch 1878 | loss: 0.0309875 | val_loss: 0.0310355 | Time: 1987.49 ms [2022-04-19 07:46:59 main:574] : INFO : Epoch 1879 | loss: 0.0309834 | val_loss: 0.0310281 | Time: 1985.1 ms [2022-04-19 07:47:01 main:574] : INFO : Epoch 1880 | loss: 0.0309821 | val_loss: 0.031031 | Time: 2023.74 ms [2022-04-19 07:47:03 main:574] : INFO : Epoch 1881 | loss: 0.0309894 | val_loss: 0.0310311 | Time: 2027.36 ms [2022-04-19 07:47:05 main:574] : INFO : Epoch 1882 | loss: 0.0309918 | val_loss: 0.0310281 | Time: 2016.3 ms [2022-04-19 07:47:07 main:574] : INFO : Epoch 1883 | loss: 0.0309927 | val_loss: 0.0310488 | Time: 2012.17 ms [2022-04-19 07:47:09 main:574] : INFO : Epoch 1884 | loss: 0.030991 | val_loss: 0.0310354 | Time: 2027.03 ms [2022-04-19 07:47:11 main:574] : INFO : Epoch 1885 | loss: 0.0309957 | val_loss: 0.0310559 | Time: 1993.79 ms [2022-04-19 07:47:14 main:574] : INFO : Epoch 1886 | loss: 0.0310081 | val_loss: 0.0310672 | Time: 2002.28 ms [2022-04-19 07:47:16 main:574] : INFO : Epoch 1887 | loss: 0.0310304 | val_loss: 0.0310502 | Time: 2002.84 ms [2022-04-19 07:47:18 main:574] : INFO : Epoch 1888 | loss: 0.031016 | val_loss: 0.0310493 | Time: 2001.1 ms [2022-04-19 07:47:20 main:574] : INFO : Epoch 1889 | loss: 0.0310108 | val_loss: 0.0310424 | Time: 2020.43 ms [2022-04-19 07:47:22 main:574] : INFO : Epoch 1890 | loss: 0.0310136 | val_loss: 0.0310406 | Time: 2017.96 ms [2022-04-19 07:47:24 main:574] : INFO : Epoch 1891 | loss: 0.0310046 | val_loss: 0.0310305 | Time: 2022.36 ms [2022-04-19 07:47:26 main:574] : INFO : Epoch 1892 | loss: 0.0310053 | val_loss: 0.031043 | Time: 1977.66 ms [2022-04-19 07:47:28 main:574] : INFO : Epoch 1893 | loss: 0.0309999 | val_loss: 0.0310439 | Time: 1988.64 ms [2022-04-19 07:47:30 main:574] : INFO : Epoch 1894 | loss: 0.0310307 | val_loss: 0.0310657 | Time: 2005.94 ms [2022-04-19 07:47:32 main:574] : INFO : Epoch 1895 | loss: 0.0310196 | val_loss: 0.0310587 | Time: 1990.14 ms [2022-04-19 07:47:34 main:574] : INFO : Epoch 1896 | loss: 0.031003 | val_loss: 0.0310352 | Time: 1994.54 ms [2022-04-19 07:47:36 main:574] : INFO : Epoch 1897 | loss: 0.0309997 | val_loss: 0.0310412 | Time: 2026.71 ms [2022-04-19 07:47:38 main:574] : INFO : Epoch 1898 | loss: 0.0310006 | val_loss: 0.0310556 | Time: 2004.35 ms [2022-04-19 07:47:40 main:574] : INFO : Epoch 1899 | loss: 0.031 | val_loss: 0.0310578 | Time: 1891.52 ms [2022-04-19 07:47:42 main:574] : INFO : Epoch 1900 | loss: 0.0310722 | val_loss: 0.0311122 | Time: 2035.33 ms [2022-04-19 07:47:44 main:574] : INFO : Epoch 1901 | loss: 0.031103 | val_loss: 0.0311007 | Time: 2064.29 ms [2022-04-19 07:47:46 main:574] : INFO : Epoch 1902 | loss: 0.0310929 | val_loss: 0.0310964 | Time: 1998.66 ms [2022-04-19 07:47:48 main:574] : INFO : Epoch 1903 | loss: 0.0310826 | val_loss: 0.0310944 | Time: 1987.7 ms [2022-04-19 07:47:51 main:574] : INFO : Epoch 1904 | loss: 0.0310767 | val_loss: 0.0310889 | Time: 2024.95 ms [2022-04-19 07:47:53 main:574] : INFO : Epoch 1905 | loss: 0.0310771 | val_loss: 0.0310846 | Time: 2008.31 ms [2022-04-19 07:47:55 main:574] : INFO : Epoch 1906 | loss: 0.0310678 | val_loss: 0.0310874 | Time: 2010.51 ms [2022-04-19 07:47:57 main:574] : INFO : Epoch 1907 | loss: 0.0310659 | val_loss: 0.0310863 | Time: 1974.8 ms [2022-04-19 07:47:59 main:574] : INFO : Epoch 1908 | loss: 0.0310611 | val_loss: 0.0310819 | Time: 2012.2 ms [2022-04-19 07:48:01 main:574] : INFO : Epoch 1909 | loss: 0.0310653 | val_loss: 0.0310834 | Time: 1996.78 ms [2022-04-19 07:48:03 main:574] : INFO : Epoch 1910 | loss: 0.0310659 | val_loss: 0.0310921 | Time: 1995.29 ms [2022-04-19 07:48:05 main:574] : INFO : Epoch 1911 | loss: 0.0310793 | val_loss: 0.0310881 | Time: 2027.96 ms [2022-04-19 07:48:07 main:574] : INFO : Epoch 1912 | loss: 0.0310745 | val_loss: 0.0310863 | Time: 1976.1 ms [2022-04-19 07:48:09 main:574] : INFO : Epoch 1913 | loss: 0.0310692 | val_loss: 0.0310777 | Time: 1996.09 ms [2022-04-19 07:48:11 main:574] : INFO : Epoch 1914 | loss: 0.0310599 | val_loss: 0.0310778 | Time: 2038.33 ms [2022-04-19 07:48:13 main:574] : INFO : Epoch 1915 | loss: 0.0310528 | val_loss: 0.0310751 | Time: 1998.31 ms [2022-04-19 07:48:15 main:574] : INFO : Epoch 1916 | loss: 0.031066 | val_loss: 0.0310761 | Time: 1989.83 ms [2022-04-19 07:48:17 main:574] : INFO : Epoch 1917 | loss: 0.0310566 | val_loss: 0.0310647 | Time: 2006.58 ms [2022-04-19 07:48:19 main:574] : INFO : Epoch 1918 | loss: 0.0310495 | val_loss: 0.0310654 | Time: 2003.59 ms [2022-04-19 07:48:21 main:574] : INFO : Epoch 1919 | loss: 0.0310446 | val_loss: 0.0310683 | Time: 2016.21 ms [2022-04-19 07:48:23 main:574] : INFO : Epoch 1920 | loss: 0.0310426 | val_loss: 0.0310666 | Time: 1979.42 ms [2022-04-19 07:48:25 main:574] : INFO : Epoch 1921 | loss: 0.0310377 | val_loss: 0.0310619 | Time: 2016.55 ms [2022-04-19 07:48:27 main:574] : INFO : Epoch 1922 | loss: 0.0310359 | val_loss: 0.0310704 | Time: 2043.24 ms [2022-04-19 07:48:29 main:574] : INFO : Epoch 1923 | loss: 0.0310348 | val_loss: 0.0310659 | Time: 1962.21 ms [2022-04-19 07:48:32 main:574] : INFO : Epoch 1924 | loss: 0.0310334 | val_loss: 0.0310613 | Time: 2018.32 ms [2022-04-19 07:48:34 main:574] : INFO : Epoch 1925 | loss: 0.0310301 | val_loss: 0.0310596 | Time: 2005.52 ms [2022-04-19 07:48:36 main:574] : INFO : Epoch 1926 | loss: 0.0310283 | val_loss: 0.0310638 | Time: 1997.72 ms [2022-04-19 07:48:38 main:574] : INFO : Epoch 1927 | loss: 0.0310327 | val_loss: 0.0310864 | Time: 2021.07 ms [2022-04-19 07:48:40 main:574] : INFO : Epoch 1928 | loss: 0.0310528 | val_loss: 0.0310892 | Time: 2019.49 ms [2022-04-19 07:48:42 main:574] : INFO : Epoch 1929 | loss: 0.0310505 | val_loss: 0.0310886 | Time: 2020.27 ms [2022-04-19 07:48:44 main:574] : INFO : Epoch 1930 | loss: 0.031043 | val_loss: 0.031069 | Time: 2001.21 ms [2022-04-19 07:48:46 main:574] : INFO : Epoch 1931 | loss: 0.0310402 | val_loss: 0.0310637 | Time: 1988.16 ms [2022-04-19 07:48:48 main:574] : INFO : Epoch 1932 | loss: 0.0310374 | val_loss: 0.0310595 | Time: 2019.54 ms [2022-04-19 07:48:50 main:574] : INFO : Epoch 1933 | loss: 0.0310335 | val_loss: 0.0310557 | Time: 1978.93 ms [2022-04-19 07:48:52 main:574] : INFO : Epoch 1934 | loss: 0.0310365 | val_loss: 0.0310567 | Time: 1999.96 ms [2022-04-19 07:48:54 main:574] : INFO : Epoch 1935 | loss: 0.0310314 | val_loss: 0.0310636 | Time: 2009.07 ms [2022-04-19 07:48:56 main:574] : INFO : Epoch 1936 | loss: 0.0310318 | val_loss: 0.0310753 | Time: 1994.46 ms [2022-04-19 07:48:58 main:574] : INFO : Epoch 1937 | loss: 0.0310322 | val_loss: 0.03106 | Time: 1983.3 ms [2022-04-19 07:49:00 main:574] : INFO : Epoch 1938 | loss: 0.0310231 | val_loss: 0.0310547 | Time: 2005.21 ms [2022-04-19 07:49:02 main:574] : INFO : Epoch 1939 | loss: 0.031021 | val_loss: 0.0310559 | Time: 1974.61 ms [2022-04-19 07:49:04 main:574] : INFO : Epoch 1940 | loss: 0.0310198 | val_loss: 0.0310566 | Time: 2006.42 ms [2022-04-19 07:49:06 main:574] : INFO : Epoch 1941 | loss: 0.0310214 | val_loss: 0.0310615 | Time: 1977.58 ms [2022-04-19 07:49:08 main:574] : INFO : Epoch 1942 | loss: 0.0310296 | val_loss: 0.0310675 | Time: 2006.87 ms [2022-04-19 07:49:10 main:574] : INFO : Epoch 1943 | loss: 0.0310449 | val_loss: 0.0310838 | Time: 1978.41 ms [2022-04-19 07:49:12 main:574] : INFO : Epoch 1944 | loss: 0.0310339 | val_loss: 0.03106 | Time: 1979.99 ms [2022-04-19 07:49:14 main:574] : INFO : Epoch 1945 | loss: 0.0310247 | val_loss: 0.0310539 | Time: 1987.88 ms [2022-04-19 07:49:17 main:574] : INFO : Epoch 1946 | loss: 0.0310197 | val_loss: 0.0310545 | Time: 2010.01 ms [2022-04-19 07:49:19 main:574] : INFO : Epoch 1947 | loss: 0.0310203 | val_loss: 0.0310539 | Time: 2010.47 ms [2022-04-19 07:49:21 main:574] : INFO : Epoch 1948 | loss: 0.0310187 | val_loss: 0.0310553 | Time: 1988.95 ms [2022-04-19 07:49:23 main:574] : INFO : Epoch 1949 | loss: 0.0310256 | val_loss: 0.0310623 | Time: 1995.52 ms [2022-04-19 07:49:25 main:574] : INFO : Epoch 1950 | loss: 0.0310229 | val_loss: 0.0310655 | Time: 2015.77 ms [2022-04-19 07:49:27 main:574] : INFO : Epoch 1951 | loss: 0.0310159 | val_loss: 0.0310518 | Time: 2016.39 ms [2022-04-19 07:49:29 main:574] : INFO : Epoch 1952 | loss: 0.0310148 | val_loss: 0.0310503 | Time: 2002.61 ms [2022-04-19 07:49:31 main:574] : INFO : Epoch 1953 | loss: 0.031013 | val_loss: 0.0310523 | Time: 2013.05 ms [2022-04-19 07:49:33 main:574] : INFO : Epoch 1954 | loss: 0.0310111 | val_loss: 0.0310495 | Time: 1985.87 ms [2022-04-19 07:49:35 main:574] : INFO : Epoch 1955 | loss: 0.0310104 | val_loss: 0.0310457 | Time: 2001.19 ms [2022-04-19 07:49:37 main:574] : INFO : Epoch 1956 | loss: 0.0310116 | val_loss: 0.0310454 | Time: 1982.89 ms [2022-04-19 07:49:39 main:574] : INFO : Epoch 1957 | loss: 0.0310163 | val_loss: 0.0310472 | Time: 2033.14 ms [2022-04-19 07:49:41 main:574] : INFO : Epoch 1958 | loss: 0.0310222 | val_loss: 0.0310563 | Time: 2011.78 ms [2022-04-19 07:49:43 main:574] : INFO : Epoch 1959 | loss: 0.0310315 | val_loss: 0.0310711 | Time: 1986.43 ms [2022-04-19 07:49:45 main:574] : INFO : Epoch 1960 | loss: 0.0310486 | val_loss: 0.0310686 | Time: 2014.08 ms [2022-04-19 07:49:47 main:574] : INFO : Epoch 1961 | loss: 0.031041 | val_loss: 0.0310643 | Time: 2004.18 ms [2022-04-19 07:49:49 main:574] : INFO : Epoch 1962 | loss: 0.0310314 | val_loss: 0.0310598 | Time: 1986.03 ms [2022-04-19 07:49:51 main:574] : INFO : Epoch 1963 | loss: 0.0310247 | val_loss: 0.0310521 | Time: 2059.09 ms [2022-04-19 07:49:53 main:574] : INFO : Epoch 1964 | loss: 0.0310272 | val_loss: 0.0310547 | Time: 2006.09 ms [2022-04-19 07:49:56 main:574] : INFO : Epoch 1965 | loss: 0.0310237 | val_loss: 0.031057 | Time: 2037.09 ms [2022-04-19 07:49:58 main:574] : INFO : Epoch 1966 | loss: 0.0310204 | val_loss: 0.0310592 | Time: 2020.04 ms [2022-04-19 07:50:00 main:574] : INFO : Epoch 1967 | loss: 0.0310198 | val_loss: 0.0310483 | Time: 2027.59 ms [2022-04-19 07:50:02 main:574] : INFO : Epoch 1968 | loss: 0.0310233 | val_loss: 0.0310514 | Time: 2026.89 ms [2022-04-19 07:50:04 main:574] : INFO : Epoch 1969 | loss: 0.031023 | val_loss: 0.0310512 | Time: 2037.74 ms [2022-04-19 07:50:06 main:574] : INFO : Epoch 1970 | loss: 0.0310217 | val_loss: 0.0310468 | Time: 2005.09 ms [2022-04-19 07:50:08 main:574] : INFO : Epoch 1971 | loss: 0.0310177 | val_loss: 0.0310512 | Time: 2034.13 ms [2022-04-19 07:50:11 main:574] : INFO : Epoch 1972 | loss: 0.0310173 | val_loss: 0.0310481 | Time: 2005.99 ms [2022-04-19 07:50:13 main:574] : INFO : Epoch 1973 | loss: 0.0310173 | val_loss: 0.0310512 | Time: 2025.59 ms [2022-04-19 07:50:15 main:574] : INFO : Epoch 1974 | loss: 0.0310248 | val_loss: 0.0310538 | Time: 2019.5 ms [2022-04-19 07:50:17 main:574] : INFO : Epoch 1975 | loss: 0.0310158 | val_loss: 0.0310421 | Time: 2033.17 ms [2022-04-19 07:50:19 main:574] : INFO : Epoch 1976 | loss: 0.0310097 | val_loss: 0.0310366 | Time: 2026.67 ms [2022-04-19 07:50:21 main:574] : INFO : Epoch 1977 | loss: 0.0310142 | val_loss: 0.0310499 | Time: 2043.82 ms [2022-04-19 07:50:23 main:574] : INFO : Epoch 1978 | loss: 0.0310154 | val_loss: 0.0310395 | Time: 2037.6 ms [2022-04-19 07:50:25 main:574] : INFO : Epoch 1979 | loss: 0.0310152 | val_loss: 0.0310397 | Time: 2032.64 ms [2022-04-19 07:50:27 main:574] : INFO : Epoch 1980 | loss: 0.0310166 | val_loss: 0.0310319 | Time: 2012.72 ms [2022-04-19 07:50:29 main:574] : INFO : Epoch 1981 | loss: 0.0310143 | val_loss: 0.031036 | Time: 2056.03 ms [2022-04-19 07:50:31 main:574] : INFO : Epoch 1982 | loss: 0.0310133 | val_loss: 0.0310284 | Time: 2033.18 ms [2022-04-19 07:50:33 main:574] : INFO : Epoch 1983 | loss: 0.0310082 | val_loss: 0.0310304 | Time: 2046.5 ms [2022-04-19 07:50:36 main:574] : INFO : Epoch 1984 | loss: 0.0310083 | val_loss: 0.0310353 | Time: 2043.43 ms [2022-04-19 07:50:38 main:574] : INFO : Epoch 1985 | loss: 0.0310121 | val_loss: 0.0310425 | Time: 2037.68 ms [2022-04-19 07:50:40 main:574] : INFO : Epoch 1986 | loss: 0.0310122 | val_loss: 0.0310373 | Time: 2012.47 ms [2022-04-19 07:50:42 main:574] : INFO : Epoch 1987 | loss: 0.0310064 | val_loss: 0.0310373 | Time: 2033.57 ms [2022-04-19 07:50:44 main:574] : INFO : Epoch 1988 | loss: 0.0310069 | val_loss: 0.0310444 | Time: 2042.38 ms [2022-04-19 07:50:46 main:574] : INFO : Epoch 1989 | loss: 0.031009 | val_loss: 0.0310376 | Time: 2045.17 ms [2022-04-19 07:50:48 main:574] : INFO : Epoch 1990 | loss: 0.0310045 | val_loss: 0.0310385 | Time: 2034.48 ms [2022-04-19 07:50:50 main:574] : INFO : Epoch 1991 | loss: 0.0310076 | val_loss: 0.0310394 | Time: 2004.55 ms [2022-04-19 07:50:52 main:574] : INFO : Epoch 1992 | loss: 0.0310099 | val_loss: 0.031044 | Time: 2024.33 ms [2022-04-19 07:50:54 main:574] : INFO : Epoch 1993 | loss: 0.0310041 | val_loss: 0.0310383 | Time: 2034.9 ms [2022-04-19 07:50:57 main:574] : INFO : Epoch 1994 | loss: 0.031 | val_loss: 0.0310395 | Time: 2000.94 ms [2022-04-19 07:50:59 main:574] : INFO : Epoch 1995 | loss: 0.0309983 | val_loss: 0.0310364 | Time: 2022.36 ms [2022-04-19 07:51:01 main:574] : INFO : Epoch 1996 | loss: 0.0309982 | val_loss: 0.031033 | Time: 2006.05 ms [2022-04-19 07:51:03 main:574] : INFO : Epoch 1997 | loss: 0.0309998 | val_loss: 0.0310402 | Time: 2048.72 ms [2022-04-19 07:51:05 main:574] : INFO : Epoch 1998 | loss: 0.0310025 | val_loss: 0.0310355 | Time: 2041.34 ms [2022-04-19 07:51:07 main:574] : INFO : Epoch 1999 | loss: 0.0309987 | val_loss: 0.031035 | Time: 2045.72 ms [2022-04-19 07:51:09 main:574] : INFO : Epoch 2000 | loss: 0.0310001 | val_loss: 0.0310346 | Time: 2043.44 ms [2022-04-19 07:51:11 main:574] : INFO : Epoch 2001 | loss: 0.0309967 | val_loss: 0.0310261 | Time: 2030.87 ms [2022-04-19 07:51:13 main:574] : INFO : Epoch 2002 | loss: 0.0309972 | val_loss: 0.0310371 | Time: 2025.01 ms [2022-04-19 07:51:15 main:574] : INFO : Epoch 2003 | loss: 0.0309978 | val_loss: 0.0310462 | Time: 2046.66 ms [2022-04-19 07:51:17 main:574] : INFO : Epoch 2004 | loss: 0.0310085 | val_loss: 0.0310427 | Time: 2058.91 ms [2022-04-19 07:51:20 main:574] : INFO : Epoch 2005 | loss: 0.0310129 | val_loss: 0.0310309 | Time: 2039.51 ms [2022-04-19 07:51:22 main:574] : INFO : Epoch 2006 | loss: 0.0310099 | val_loss: 0.0310613 | Time: 2038.87 ms [2022-04-19 07:51:24 main:574] : INFO : Epoch 2007 | loss: 0.0310109 | val_loss: 0.0310474 | Time: 1974.35 ms [2022-04-19 07:51:26 main:574] : INFO : Epoch 2008 | loss: 0.0310062 | val_loss: 0.0310429 | Time: 2008 ms [2022-04-19 07:51:28 main:574] : INFO : Epoch 2009 | loss: 0.0310037 | val_loss: 0.0310325 | Time: 2014.43 ms [2022-04-19 07:51:30 main:574] : INFO : Epoch 2010 | loss: 0.0309993 | val_loss: 0.0310353 | Time: 2013.15 ms [2022-04-19 07:51:32 main:574] : INFO : Epoch 2011 | loss: 0.0310057 | val_loss: 0.0310671 | Time: 2014.96 ms [2022-04-19 07:51:34 main:574] : INFO : Epoch 2012 | loss: 0.031025 | val_loss: 0.0310471 | Time: 2003.5 ms [2022-04-19 07:51:36 main:574] : INFO : Epoch 2013 | loss: 0.0310082 | val_loss: 0.031047 | Time: 2023.42 ms [2022-04-19 07:51:38 main:574] : INFO : Epoch 2014 | loss: 0.0310011 | val_loss: 0.0310396 | Time: 1989.49 ms [2022-04-19 07:51:40 main:574] : INFO : Epoch 2015 | loss: 0.0309958 | val_loss: 0.0310366 | Time: 1991.8 ms [2022-04-19 07:51:42 main:574] : INFO : Epoch 2016 | loss: 0.0309952 | val_loss: 0.0310434 | Time: 2002.15 ms [2022-04-19 07:51:44 main:574] : INFO : Epoch 2017 | loss: 0.030995 | val_loss: 0.0310376 | Time: 2013.77 ms [2022-04-19 07:51:46 main:574] : INFO : Epoch 2018 | loss: 0.0309991 | val_loss: 0.0310337 | Time: 2021.26 ms [2022-04-19 07:51:48 main:574] : INFO : Epoch 2019 | loss: 0.0310374 | val_loss: 0.0310958 | Time: 2014.81 ms [2022-04-19 07:51:50 main:574] : INFO : Epoch 2020 | loss: 0.0311127 | val_loss: 0.031126 | Time: 1982.66 ms [2022-04-19 07:51:52 main:574] : INFO : Epoch 2021 | loss: 0.0311387 | val_loss: 0.0311721 | Time: 2008.75 ms [2022-04-19 07:51:55 main:574] : INFO : Epoch 2022 | loss: 0.0311805 | val_loss: 0.0311863 | Time: 2027.61 ms [2022-04-19 07:51:57 main:574] : INFO : Epoch 2023 | loss: 0.0311902 | val_loss: 0.0312044 | Time: 1985.09 ms [2022-04-19 07:51:59 main:574] : INFO : Epoch 2024 | loss: 0.0312001 | val_loss: 0.0311903 | Time: 1983.36 ms [2022-04-19 07:52:01 main:574] : INFO : Epoch 2025 | loss: 0.0311861 | val_loss: 0.0311835 | Time: 2015.47 ms [2022-04-19 07:52:03 main:574] : INFO : Epoch 2026 | loss: 0.031184 | val_loss: 0.0311817 | Time: 2025.11 ms [2022-04-19 07:52:05 main:574] : INFO : Epoch 2027 | loss: 0.0311819 | val_loss: 0.0311805 | Time: 1986.5 ms [2022-04-19 07:52:07 main:574] : INFO : Epoch 2028 | loss: 0.0311808 | val_loss: 0.0311793 | Time: 2007.48 ms [2022-04-19 07:52:09 main:574] : INFO : Epoch 2029 | loss: 0.0311808 | val_loss: 0.0311783 | Time: 2010.55 ms [2022-04-19 07:52:11 main:574] : INFO : Epoch 2030 | loss: 0.0311789 | val_loss: 0.0311781 | Time: 2016.8 ms [2022-04-19 07:52:13 main:574] : INFO : Epoch 2031 | loss: 0.0311805 | val_loss: 0.0311812 | Time: 2043.45 ms [2022-04-19 07:52:15 main:574] : INFO : Epoch 2032 | loss: 0.0311789 | val_loss: 0.0311774 | Time: 2053.53 ms [2022-04-19 07:52:17 main:574] : INFO : Epoch 2033 | loss: 0.0311781 | val_loss: 0.0311774 | Time: 1973.36 ms [2022-04-19 07:52:19 main:574] : INFO : Epoch 2034 | loss: 0.0311775 | val_loss: 0.0311792 | Time: 2002.65 ms [2022-04-19 07:52:21 main:574] : INFO : Epoch 2035 | loss: 0.0311782 | val_loss: 0.0311768 | Time: 2009.52 ms [2022-04-19 07:52:23 main:574] : INFO : Epoch 2036 | loss: 0.0311758 | val_loss: 0.0311749 | Time: 2046.15 ms [2022-04-19 07:52:25 main:574] : INFO : Epoch 2037 | loss: 0.0311764 | val_loss: 0.0311799 | Time: 1990.52 ms [2022-04-19 07:52:28 main:574] : INFO : Epoch 2038 | loss: 0.0311769 | val_loss: 0.0311756 | Time: 1986.02 ms [2022-04-19 07:52:30 main:574] : INFO : Epoch 2039 | loss: 0.0311774 | val_loss: 0.0311743 | Time: 2012.63 ms [2022-04-19 07:52:32 main:574] : INFO : Epoch 2040 | loss: 0.0311768 | val_loss: 0.0311739 | Time: 2007.08 ms [2022-04-19 07:52:34 main:574] : INFO : Epoch 2041 | loss: 0.0311749 | val_loss: 0.0311738 | Time: 2008.13 ms [2022-04-19 07:52:36 main:574] : INFO : Epoch 2042 | loss: 0.0311734 | val_loss: 0.0311725 | Time: 2004.81 ms [2022-04-19 07:52:38 main:574] : INFO : Epoch 2043 | loss: 0.0311719 | val_loss: 0.0311729 | Time: 2025.56 ms [2022-04-19 07:52:40 main:574] : INFO : Epoch 2044 | loss: 0.0311716 | val_loss: 0.0311722 | Time: 2015.69 ms [2022-04-19 07:52:42 main:574] : INFO : Epoch 2045 | loss: 0.0311727 | val_loss: 0.0311728 | Time: 1981.6 ms [2022-04-19 07:52:44 main:574] : INFO : Epoch 2046 | loss: 0.0311728 | val_loss: 0.0311731 | Time: 1991.51 ms [2022-04-19 07:52:46 main:574] : INFO : Epoch 2047 | loss: 0.031175 | val_loss: 0.0311726 | Time: 2017.16 ms [2022-04-19 07:52:48 main:574] : INFO : Epoch 2048 | loss: 0.0311711 | val_loss: 0.031172 | Time: 1998.5 ms [2022-04-19 07:52:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031172 [2022-04-19 07:52:48 main:603] : INFO : Saving end state to config to file [2022-04-19 07:52:49 main:608] : INFO : Success, exiting.. 07:52:49 (5632): 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)