Task 14624603
| Name | ParityModified-1647049386-5713-3-0_1 |
| Workunit | 11581325 |
| Created | 19 Apr 2022, 4:41:30 UTC |
| Sent | 19 Apr 2022, 4:41:47 UTC |
| Report deadline | 27 Apr 2022, 4:41:47 UTC |
| Received | 19 Apr 2022, 8:14:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 10 min 36 sec |
| CPU time | 1 hours 7 min 55 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> main:574] : INFO : Epoch 1542 | loss: 0.0312398 | val_loss: 0.0312378 | Time: 2039.42 ms [2022-04-19 09:57:30 main:574] : INFO : Epoch 1543 | loss: 0.031239 | val_loss: 0.031236 | Time: 2028.77 ms [2022-04-19 09:57:32 main:574] : INFO : Epoch 1544 | loss: 0.0312386 | val_loss: 0.0312369 | Time: 2028.75 ms [2022-04-19 09:57:34 main:574] : INFO : Epoch 1545 | loss: 0.0312393 | val_loss: 0.0312366 | Time: 2004.96 ms [2022-04-19 09:57:36 main:574] : INFO : Epoch 1546 | loss: 0.0312388 | val_loss: 0.0312372 | Time: 2042.8 ms [2022-04-19 09:57:38 main:574] : INFO : Epoch 1547 | loss: 0.0312383 | val_loss: 0.0312361 | Time: 2032.52 ms [2022-04-19 09:57:40 main:574] : INFO : Epoch 1548 | loss: 0.0312387 | val_loss: 0.031243 | Time: 2032.53 ms [2022-04-19 09:57:42 main:574] : INFO : Epoch 1549 | loss: 0.0312415 | val_loss: 0.0312358 | Time: 1995.43 ms [2022-04-19 09:57:44 main:574] : INFO : Epoch 1550 | loss: 0.0312397 | val_loss: 0.0312373 | Time: 2023.3 ms [2022-04-19 09:57:46 main:574] : INFO : Epoch 1551 | loss: 0.0312395 | val_loss: 0.0312392 | Time: 1986.39 ms [2022-04-19 09:57:48 main:574] : INFO : Epoch 1552 | loss: 0.0312408 | val_loss: 0.0312391 | Time: 2002.05 ms [2022-04-19 09:57:50 main:574] : INFO : Epoch 1553 | loss: 0.0312406 | val_loss: 0.0312362 | Time: 1985.46 ms [2022-04-19 09:57:53 main:574] : INFO : Epoch 1554 | loss: 0.0312392 | val_loss: 0.0312359 | Time: 2042.92 ms [2022-04-19 09:57:55 main:574] : INFO : Epoch 1555 | loss: 0.0312384 | val_loss: 0.0312364 | Time: 2012.53 ms [2022-04-19 09:57:57 main:574] : INFO : Epoch 1556 | loss: 0.0312389 | val_loss: 0.0312362 | Time: 2016.84 ms [2022-04-19 09:57:59 main:574] : INFO : Epoch 1557 | loss: 0.0312388 | val_loss: 0.031238 | Time: 2029.97 ms [2022-04-19 09:58:01 main:574] : INFO : Epoch 1558 | loss: 0.0312388 | val_loss: 0.0312361 | Time: 1986.5 ms [2022-04-19 09:58:03 main:574] : INFO : Epoch 1559 | loss: 0.0312384 | val_loss: 0.0312361 | Time: 2008.49 ms [2022-04-19 09:58:05 main:574] : INFO : Epoch 1560 | loss: 0.0312385 | val_loss: 0.0312359 | Time: 2000.91 ms [2022-04-19 09:58:07 main:574] : INFO : Epoch 1561 | loss: 0.0312383 | val_loss: 0.0312357 | Time: 2026.16 ms [2022-04-19 09:58:09 main:574] : INFO : Epoch 1562 | loss: 0.0312378 | val_loss: 0.0312437 | Time: 2034.42 ms [2022-04-19 09:58:11 main:574] : INFO : Epoch 1563 | loss: 0.0312409 | val_loss: 0.0312382 | Time: 2021.01 ms [2022-04-19 09:58:13 main:574] : INFO : Epoch 1564 | loss: 0.0312393 | val_loss: 0.0312369 | Time: 2035.31 ms [2022-04-19 09:58:15 main:574] : INFO : Epoch 1565 | loss: 0.0312384 | val_loss: 0.0312359 | Time: 1969.67 ms [2022-04-19 09:58:17 main:574] : INFO : Epoch 1566 | loss: 0.0312379 | val_loss: 0.0312374 | Time: 1987.32 ms [2022-04-19 09:58:19 main:574] : INFO : Epoch 1567 | loss: 0.031239 | val_loss: 0.031236 | Time: 2025.11 ms [2022-04-19 09:58:21 main:574] : INFO : Epoch 1568 | loss: 0.0312391 | val_loss: 0.0312357 | Time: 2028.98 ms [2022-04-19 09:58:23 main:574] : INFO : Epoch 1569 | loss: 0.031239 | val_loss: 0.0312364 | Time: 2028.57 ms [2022-04-19 09:58:25 main:574] : INFO : Epoch 1570 | loss: 0.0312388 | val_loss: 0.0312361 | Time: 2019.64 ms [2022-04-19 09:58:27 main:574] : INFO : Epoch 1571 | loss: 0.0312401 | val_loss: 0.0312392 | Time: 1998.55 ms [2022-04-19 09:58:29 main:574] : INFO : Epoch 1572 | loss: 0.0312401 | val_loss: 0.0312381 | Time: 2009.82 ms [2022-04-19 09:58:31 main:574] : INFO : Epoch 1573 | loss: 0.0312415 | val_loss: 0.0312418 | Time: 2008.58 ms [2022-04-19 09:58:33 main:574] : INFO : Epoch 1574 | loss: 0.0312397 | val_loss: 0.0312366 | Time: 2013.88 ms [2022-04-19 09:58:35 main:574] : INFO : Epoch 1575 | loss: 0.031239 | val_loss: 0.0312364 | Time: 2023.05 ms [2022-04-19 09:58:37 main:574] : INFO : Epoch 1576 | loss: 0.0312385 | val_loss: 0.0312373 | Time: 1993.58 ms [2022-04-19 09:58:40 main:574] : INFO : Epoch 1577 | loss: 0.0312407 | val_loss: 0.0312377 | Time: 2066.93 ms [2022-04-19 09:58:42 main:574] : INFO : Epoch 1578 | loss: 0.0312401 | val_loss: 0.0312357 | Time: 2026.99 ms [2022-04-19 09:58:44 main:574] : INFO : Epoch 1579 | loss: 0.0312393 | val_loss: 0.0312365 | Time: 2019.17 ms [2022-04-19 09:58:46 main:574] : INFO : Epoch 1580 | loss: 0.0312379 | val_loss: 0.0312363 | Time: 1997.29 ms [2022-04-19 09:58:48 main:574] : INFO : Epoch 1581 | loss: 0.0312383 | val_loss: 0.0312356 | Time: 1996.96 ms [2022-04-19 09:58:50 main:574] : INFO : Epoch 1582 | loss: 0.0312383 | val_loss: 0.0312374 | Time: 2012.91 ms [2022-04-19 09:58:52 main:574] : INFO : Epoch 1583 | loss: 0.0312425 | val_loss: 0.0312387 | Time: 1999.03 ms [2022-04-19 09:58:54 main:574] : INFO : Epoch 1584 | loss: 0.0312396 | val_loss: 0.0312358 | Time: 2002 ms [2022-04-19 09:58:56 main:574] : INFO : Epoch 1585 | loss: 0.0312393 | val_loss: 0.0312357 | Time: 2048.32 ms [2022-04-19 09:58:58 main:574] : INFO : Epoch 1586 | loss: 0.0312383 | val_loss: 0.0312362 | Time: 2005.99 ms [2022-04-19 09:59:00 main:574] : INFO : Epoch 1587 | loss: 0.0312378 | val_loss: 0.0312359 | Time: 2011.73 ms [2022-04-19 09:59:02 main:574] : INFO : Epoch 1588 | loss: 0.0312379 | val_loss: 0.031236 | Time: 1998.06 ms [2022-04-19 09:59:04 main:574] : INFO : Epoch 1589 | loss: 0.0312396 | val_loss: 0.0312382 | Time: 1990.55 ms [2022-04-19 09:59:06 main:574] : INFO : Epoch 1590 | loss: 0.0312384 | val_loss: 0.0312353 | Time: 2014.82 ms [2022-04-19 09:59:08 main:574] : INFO : Epoch 1591 | loss: 0.0312389 | val_loss: 0.0312406 | Time: 2011.43 ms [2022-04-19 09:59:10 main:574] : INFO : Epoch 1592 | loss: 0.0312398 | val_loss: 0.0312396 | Time: 1990.67 ms [2022-04-19 09:59:12 main:574] : INFO : Epoch 1593 | loss: 0.0312421 | val_loss: 0.0312395 | Time: 1986.26 ms [2022-04-19 09:59:14 main:574] : INFO : Epoch 1594 | loss: 0.0312401 | val_loss: 0.0312371 | Time: 1926.09 ms [2022-04-19 09:59:16 main:574] : INFO : Epoch 1595 | loss: 0.0312394 | val_loss: 0.0312366 | Time: 2011.91 ms [2022-04-19 09:59:18 main:574] : INFO : Epoch 1596 | loss: 0.0312392 | val_loss: 0.031236 | Time: 2019.77 ms [2022-04-19 09:59:20 main:574] : INFO : Epoch 1597 | loss: 0.0312375 | val_loss: 0.0312356 | Time: 2026.07 ms [2022-04-19 09:59:22 main:574] : INFO : Epoch 1598 | loss: 0.031238 | val_loss: 0.0312355 | Time: 2036.25 ms [2022-04-19 09:59:24 main:574] : INFO : Epoch 1599 | loss: 0.0312382 | val_loss: 0.0312355 | Time: 2028.05 ms [2022-04-19 09:59:26 main:574] : INFO : Epoch 1600 | loss: 0.0312407 | val_loss: 0.0312359 | Time: 2040.75 ms [2022-04-19 09:59:28 main:574] : INFO : Epoch 1601 | loss: 0.0312384 | val_loss: 0.0312381 | Time: 2001.09 ms [2022-04-19 09:59:30 main:574] : INFO : Epoch 1602 | loss: 0.0312387 | val_loss: 0.0312417 | Time: 2043.6 ms [2022-04-19 09:59:33 main:574] : INFO : Epoch 1603 | loss: 0.0312395 | val_loss: 0.0312354 | Time: 2026.29 ms [2022-04-19 09:59:35 main:574] : INFO : Epoch 1604 | loss: 0.0312421 | val_loss: 0.0312459 | Time: 2008.32 ms [2022-04-19 09:59:37 main:574] : INFO : Epoch 1605 | loss: 0.0312437 | val_loss: 0.0312392 | Time: 1999.95 ms [2022-04-19 09:59:39 main:574] : INFO : Epoch 1606 | loss: 0.0312389 | val_loss: 0.0312357 | Time: 2029.36 ms [2022-04-19 09:59:41 main:574] : INFO : Epoch 1607 | loss: 0.0312394 | val_loss: 0.0312356 | Time: 2021.76 ms [2022-04-19 09:59:43 main:574] : INFO : Epoch 1608 | loss: 0.031238 | val_loss: 0.031235 | Time: 2004.97 ms [2022-04-19 09:59:45 main:574] : INFO : Epoch 1609 | loss: 0.0312384 | val_loss: 0.0312358 | Time: 1955.13 ms [2022-04-19 09:59:47 main:574] : INFO : Epoch 1610 | loss: 0.0312388 | val_loss: 0.0312369 | Time: 1981.03 ms [2022-04-19 09:59:49 main:574] : INFO : Epoch 1611 | loss: 0.0312383 | val_loss: 0.031235 | Time: 1992.45 ms [2022-04-19 09:59:51 main:574] : INFO : Epoch 1612 | loss: 0.0312375 | val_loss: 0.031235 | Time: 2027.06 ms [2022-04-19 09:59:53 main:574] : INFO : Epoch 1613 | loss: 0.0312373 | val_loss: 0.0312353 | Time: 2029.15 ms [2022-04-19 09:59:55 main:574] : INFO : Epoch 1614 | loss: 0.0312379 | val_loss: 0.0312353 | Time: 1999.17 ms [2022-04-19 09:59:57 main:574] : INFO : Epoch 1615 | loss: 0.0312375 | val_loss: 0.031237 | Time: 2011.18 ms [2022-04-19 09:59:59 main:574] : INFO : Epoch 1616 | loss: 0.031238 | val_loss: 0.0312355 | Time: 2039.32 ms [2022-04-19 10:00:01 main:574] : INFO : Epoch 1617 | loss: 0.0312379 | val_loss: 0.0312347 | Time: 2000.47 ms [2022-04-19 10:00:03 main:574] : INFO : Epoch 1618 | loss: 0.031238 | val_loss: 0.0312355 | Time: 1997.46 ms [2022-04-19 10:00:05 main:574] : INFO : Epoch 1619 | loss: 0.0312376 | val_loss: 0.0312356 | Time: 2004.84 ms [2022-04-19 10:00:07 main:574] : INFO : Epoch 1620 | loss: 0.031238 | val_loss: 0.0312349 | Time: 2020.5 ms [2022-04-19 10:00:09 main:574] : INFO : Epoch 1621 | loss: 0.0312391 | val_loss: 0.0312352 | Time: 2009.71 ms [2022-04-19 10:00:11 main:574] : INFO : Epoch 1622 | loss: 0.0312391 | val_loss: 0.0312363 | Time: 2007.67 ms [2022-04-19 10:00:13 main:574] : INFO : Epoch 1623 | loss: 0.031241 | val_loss: 0.0312444 | Time: 2024.57 ms [2022-04-19 10:00:16 main:574] : INFO : Epoch 1624 | loss: 0.0312394 | val_loss: 0.0312393 | Time: 2031.94 ms [2022-04-19 10:00:18 main:574] : INFO : Epoch 1625 | loss: 0.0312404 | val_loss: 0.0312362 | Time: 2014.72 ms [2022-04-19 10:00:20 main:574] : INFO : Epoch 1626 | loss: 0.0312376 | val_loss: 0.0312361 | Time: 2014.82 ms [2022-04-19 10:00:22 main:574] : INFO : Epoch 1627 | loss: 0.0312372 | val_loss: 0.0312346 | Time: 2011.98 ms [2022-04-19 10:00:24 main:574] : INFO : Epoch 1628 | loss: 0.0312371 | val_loss: 0.031235 | Time: 2017.23 ms [2022-04-19 10:00:26 main:574] : INFO : Epoch 1629 | loss: 0.0312373 | val_loss: 0.0312351 | Time: 2004.45 ms [2022-04-19 10:00:28 main:574] : INFO : Epoch 1630 | loss: 0.0312373 | val_loss: 0.0312349 | Time: 2002.95 ms [2022-04-19 10:00:30 main:574] : INFO : Epoch 1631 | loss: 0.0312375 | val_loss: 0.031237 | Time: 2014.4 ms [2022-04-19 10:00:32 main:574] : INFO : Epoch 1632 | loss: 0.0312386 | val_loss: 0.0312358 | Time: 2026.12 ms [2022-04-19 10:00:34 main:574] : INFO : Epoch 1633 | loss: 0.0312384 | val_loss: 0.0312357 | Time: 2002.73 ms [2022-04-19 10:00:36 main:574] : INFO : Epoch 1634 | loss: 0.0312376 | val_loss: 0.0312392 | Time: 1988.51 ms [2022-04-19 10:00:38 main:574] : INFO : Epoch 1635 | loss: 0.0312391 | val_loss: 0.0312346 | Time: 1985.98 ms [2022-04-19 10:00:40 main:574] : INFO : Epoch 1636 | loss: 0.0312371 | val_loss: 0.0312348 | Time: 1983.99 ms [2022-04-19 10:00:43 main:574] : INFO : Epoch 1637 | loss: 0.0312395 | val_loss: 0.0312376 | Time: 2021.61 ms [2022-04-19 10:00:45 main:574] : INFO : Epoch 1638 | loss: 0.0312401 | val_loss: 0.0312354 | Time: 2042.33 ms [2022-04-19 10:00:47 main:574] : INFO : Epoch 1639 | loss: 0.0312387 | val_loss: 0.0312364 | Time: 2026.62 ms [2022-04-19 10:00:49 main:574] : INFO : Epoch 1640 | loss: 0.0312391 | val_loss: 0.0312375 | Time: 2021.65 ms [2022-04-19 10:00:51 main:574] : INFO : Epoch 1641 | loss: 0.031237 | val_loss: 0.0312344 | Time: 2016.85 ms [2022-04-19 10:00:53 main:574] : INFO : Epoch 1642 | loss: 0.0312388 | val_loss: 0.0312361 | Time: 1990.96 ms [2022-04-19 10:00:55 main:574] : INFO : Epoch 1643 | loss: 0.0312377 | val_loss: 0.0312364 | Time: 2004.15 ms [2022-04-19 10:00:57 main:574] : INFO : Epoch 1644 | loss: 0.0312384 | val_loss: 0.0312385 | Time: 1999.4 ms [2022-04-19 10:00:59 main:574] : INFO : Epoch 1645 | loss: 0.0312386 | val_loss: 0.0312359 | Time: 2028.44 ms [2022-04-19 10:01:01 main:574] : INFO : Epoch 1646 | loss: 0.0312371 | val_loss: 0.0312354 | Time: 1988.69 ms [2022-04-19 10:01:03 main:574] : INFO : Epoch 1647 | loss: 0.0312388 | val_loss: 0.031236 | Time: 1944.92 ms [2022-04-19 10:01:05 main:574] : INFO : Epoch 1648 | loss: 0.0312408 | val_loss: 0.0312371 | Time: 1981.86 ms [2022-04-19 10:01:07 main:574] : INFO : Epoch 1649 | loss: 0.0312374 | val_loss: 0.0312355 | Time: 1981.7 ms [2022-04-19 10:01:09 main:574] : INFO : Epoch 1650 | loss: 0.0312376 | val_loss: 0.0312352 | Time: 1991.81 ms [2022-04-19 10:01:11 main:574] : INFO : Epoch 1651 | loss: 0.0312376 | val_loss: 0.0312348 | Time: 1975.83 ms [2022-04-19 10:01:13 main:574] : INFO : Epoch 1652 | loss: 0.0312382 | val_loss: 0.0312386 | Time: 2001.68 ms [2022-04-19 10:01:15 main:574] : INFO : Epoch 1653 | loss: 0.0312382 | val_loss: 0.0312386 | Time: 1991.5 ms [2022-04-19 10:01:17 main:574] : INFO : Epoch 1654 | loss: 0.0312368 | val_loss: 0.0312367 | Time: 1988.66 ms [2022-04-19 10:01:19 main:574] : INFO : Epoch 1655 | loss: 0.0312369 | val_loss: 0.0312387 | Time: 1981.5 ms [2022-04-19 10:01:21 main:574] : INFO : Epoch 1656 | loss: 0.0312371 | val_loss: 0.0312346 | Time: 1957.76 ms [2022-04-19 10:01:23 main:574] : INFO : Epoch 1657 | loss: 0.0312371 | val_loss: 0.0312357 | Time: 2009.2 ms [2022-04-19 10:01:25 main:574] : INFO : Epoch 1658 | loss: 0.0312373 | val_loss: 0.0312344 | Time: 1972.85 ms [2022-04-19 10:01:27 main:574] : INFO : Epoch 1659 | loss: 0.0312378 | val_loss: 0.0312348 | Time: 2005.44 ms [2022-04-19 10:01:29 main:574] : INFO : Epoch 1660 | loss: 0.0312364 | val_loss: 0.031234 | Time: 1985.43 ms [2022-04-19 10:01:31 main:574] : INFO : Epoch 1661 | loss: 0.0312386 | val_loss: 0.0312387 | Time: 1922.19 ms [2022-04-19 10:01:33 main:574] : INFO : Epoch 1662 | loss: 0.0312386 | val_loss: 0.031235 | Time: 1974.22 ms [2022-04-19 10:01:35 main:574] : INFO : Epoch 1663 | loss: 0.0312404 | val_loss: 0.0312485 | Time: 1982.99 ms [2022-04-19 10:01:37 main:574] : INFO : Epoch 1664 | loss: 0.031244 | val_loss: 0.0312489 | Time: 2013.87 ms [2022-04-19 10:01:39 main:574] : INFO : Epoch 1665 | loss: 0.0312397 | val_loss: 0.0312356 | Time: 1998.34 ms [2022-04-19 10:01:41 main:574] : INFO : Epoch 1666 | loss: 0.0312368 | val_loss: 0.0312342 | Time: 2003.55 ms [2022-04-19 10:01:43 main:574] : INFO : Epoch 1667 | loss: 0.0312372 | val_loss: 0.0312359 | Time: 1944.35 ms [2022-04-19 10:01:45 main:574] : INFO : Epoch 1668 | loss: 0.0312363 | val_loss: 0.0312351 | Time: 1987.99 ms [2022-04-19 10:01:48 main:574] : INFO : Epoch 1669 | loss: 0.0312365 | val_loss: 0.0312337 | Time: 2016.12 ms [2022-04-19 10:01:50 main:574] : INFO : Epoch 1670 | loss: 0.0312366 | val_loss: 0.0312345 | Time: 1995.45 ms [2022-04-19 10:01:52 main:574] : INFO : Epoch 1671 | loss: 0.0312364 | val_loss: 0.0312354 | Time: 1992.44 ms [2022-04-19 10:01:54 main:574] : INFO : Epoch 1672 | loss: 0.0312367 | val_loss: 0.0312346 | Time: 1994.07 ms [2022-04-19 10:01:56 main:574] : INFO : Epoch 1673 | loss: 0.0312395 | val_loss: 0.0312352 | Time: 2006.4 ms [2022-04-19 10:01:58 main:574] : INFO : Epoch 1674 | loss: 0.0312383 | val_loss: 0.0312345 | Time: 2024.7 ms [2022-04-19 10:02:00 main:574] : INFO : Epoch 1675 | loss: 0.0312376 | val_loss: 0.0312356 | Time: 2021.79 ms [2022-04-19 10:02:02 main:574] : INFO : Epoch 1676 | loss: 0.0312373 | val_loss: 0.031238 | Time: 1987.75 ms [2022-04-19 10:02:04 main:574] : INFO : Epoch 1677 | loss: 0.0312363 | val_loss: 0.0312355 | Time: 2022.15 ms [2022-04-19 10:02:06 main:574] : INFO : Epoch 1678 | loss: 0.0312371 | val_loss: 0.0312335 | Time: 2015.08 ms [2022-04-19 10:02:08 main:574] : INFO : Epoch 1679 | loss: 0.031238 | val_loss: 0.0312356 | Time: 2004.37 ms [2022-04-19 10:02:10 main:574] : INFO : Epoch 1680 | loss: 0.0312403 | val_loss: 0.0312394 | Time: 2037.83 ms [2022-04-19 10:02:12 main:574] : INFO : Epoch 1681 | loss: 0.031237 | val_loss: 0.0312338 | Time: 1993.36 ms [2022-04-19 10:02:14 main:574] : INFO : Epoch 1682 | loss: 0.0312388 | val_loss: 0.0312377 | Time: 1974.85 ms [2022-04-19 10:02:16 main:574] : INFO : Epoch 1683 | loss: 0.0312374 | val_loss: 0.0312342 | Time: 1999.23 ms [2022-04-19 10:02:18 main:574] : INFO : Epoch 1684 | loss: 0.0312362 | val_loss: 0.0312339 | Time: 1953.41 ms [2022-04-19 10:02:20 main:574] : INFO : Epoch 1685 | loss: 0.0312361 | val_loss: 0.0312348 | Time: 2015.08 ms [2022-04-19 10:02:22 main:574] : INFO : Epoch 1686 | loss: 0.0312368 | val_loss: 0.0312336 | Time: 1981.9 ms [2022-04-19 10:02:24 main:574] : INFO : Epoch 1687 | loss: 0.0312362 | val_loss: 0.0312336 | Time: 1969.14 ms [2022-04-19 10:02:26 main:574] : INFO : Epoch 1688 | loss: 0.0312366 | val_loss: 0.0312347 | Time: 1947.89 ms [2022-04-19 10:02:28 main:574] : INFO : Epoch 1689 | loss: 0.0312376 | val_loss: 0.031234 | Time: 1965.15 ms [2022-04-19 10:02:30 main:574] : INFO : Epoch 1690 | loss: 0.0312365 | val_loss: 0.0312342 | Time: 1989.47 ms [2022-04-19 10:02:32 main:574] : INFO : Epoch 1691 | loss: 0.0312361 | val_loss: 0.0312388 | Time: 1984.83 ms [2022-04-19 10:02:34 main:574] : INFO : Epoch 1692 | loss: 0.0312394 | val_loss: 0.0312371 | Time: 2013.62 ms [2022-04-19 10:02:36 main:574] : INFO : Epoch 1693 | loss: 0.0312376 | val_loss: 0.0312371 | Time: 1971.24 ms [2022-04-19 10:02:38 main:574] : INFO : Epoch 1694 | loss: 0.0312368 | val_loss: 0.0312344 | Time: 1993.68 ms [2022-04-19 10:02:40 main:574] : INFO : Epoch 1695 | loss: 0.0312368 | val_loss: 0.0312345 | Time: 1976.57 ms [2022-04-19 10:02:42 main:574] : INFO : Epoch 1696 | loss: 0.0312354 | val_loss: 0.0312335 | Time: 1993.21 ms [2022-04-19 10:02:44 main:574] : INFO : Epoch 1697 | loss: 0.0312356 | val_loss: 0.0312333 | Time: 2007.62 ms [2022-04-19 10:02:46 main:574] : INFO : Epoch 1698 | loss: 0.0312355 | val_loss: 0.0312335 | Time: 1977.11 ms [2022-04-19 10:02:48 main:574] : INFO : Epoch 1699 | loss: 0.0312366 | val_loss: 0.0312335 | Time: 2002.69 ms [2022-04-19 10:02:50 main:574] : INFO : Epoch 1700 | loss: 0.0312361 | val_loss: 0.0312342 | Time: 2001.55 ms [2022-04-19 10:02:53 main:574] : INFO : Epoch 1701 | loss: 0.0312374 | val_loss: 0.0312348 | Time: 2003.94 ms [2022-04-19 10:02:55 main:574] : INFO : Epoch 1702 | loss: 0.0312379 | val_loss: 0.0312335 | Time: 1985.82 ms [2022-04-19 10:02:57 main:574] : INFO : Epoch 1703 | loss: 0.0312369 | val_loss: 0.0312332 | Time: 2005.06 ms [2022-04-19 10:02:59 main:574] : INFO : Epoch 1704 | loss: 0.0312366 | val_loss: 0.0312354 | Time: 1987.22 ms [2022-04-19 10:03:01 main:574] : INFO : Epoch 1705 | loss: 0.031237 | val_loss: 0.0312342 | Time: 1977.73 ms [2022-04-19 10:03:03 main:574] : INFO : Epoch 1706 | loss: 0.0312359 | val_loss: 0.0312357 | Time: 1990.54 ms [2022-04-19 10:03:05 main:574] : INFO : Epoch 1707 | loss: 0.0312367 | val_loss: 0.0312349 | Time: 2035.05 ms [2022-04-19 10:03:07 main:574] : INFO : Epoch 1708 | loss: 0.0312374 | val_loss: 0.0312334 | Time: 2018.57 ms [2022-04-19 10:03:09 main:574] : INFO : Epoch 1709 | loss: 0.0312353 | val_loss: 0.0312334 | Time: 2000.02 ms [2022-04-19 10:03:11 main:574] : INFO : Epoch 1710 | loss: 0.0312375 | val_loss: 0.0312341 | Time: 2026.31 ms [2022-04-19 10:03:13 main:574] : INFO : Epoch 1711 | loss: 0.0312365 | val_loss: 0.031235 | Time: 1977.24 ms [2022-04-19 10:03:15 main:574] : INFO : Epoch 1712 | loss: 0.0312358 | val_loss: 0.0312352 | Time: 1974.15 ms [2022-04-19 10:03:17 main:574] : INFO : Epoch 1713 | loss: 0.031237 | val_loss: 0.0312393 | Time: 1992.23 ms [2022-04-19 10:03:19 main:574] : INFO : Epoch 1714 | loss: 0.0312362 | val_loss: 0.0312332 | Time: 1963.71 ms [2022-04-19 10:03:21 main:574] : INFO : Epoch 1715 | loss: 0.0312354 | val_loss: 0.0312335 | Time: 1989.35 ms [2022-04-19 10:03:23 main:574] : INFO : Epoch 1716 | loss: 0.0312353 | val_loss: 0.031235 | Time: 1988.57 ms [2022-04-19 10:03:25 main:574] : INFO : Epoch 1717 | loss: 0.0312361 | val_loss: 0.0312341 | Time: 1991.78 ms [2022-04-19 10:03:27 main:574] : INFO : Epoch 1718 | loss: 0.0312356 | val_loss: 0.031234 | Time: 1997.63 ms [2022-04-19 10:03:29 main:574] : INFO : Epoch 1719 | loss: 0.0312361 | val_loss: 0.0312338 | Time: 2020.6 ms [2022-04-19 10:03:31 main:574] : INFO : Epoch 1720 | loss: 0.0312358 | val_loss: 0.0312333 | Time: 1985.2 ms [2022-04-19 10:03:33 main:574] : INFO : Epoch 1721 | loss: 0.0312355 | val_loss: 0.0312334 | Time: 1998.26 ms [2022-04-19 10:03:35 main:574] : INFO : Epoch 1722 | loss: 0.0312364 | val_loss: 0.0312333 | Time: 1971.57 ms [2022-04-19 10:03:37 main:574] : INFO : Epoch 1723 | loss: 0.0312351 | val_loss: 0.0312349 | Time: 2013.06 ms [2022-04-19 10:03:39 main:574] : INFO : Epoch 1724 | loss: 0.0312352 | val_loss: 0.031233 | Time: 1996.87 ms [2022-04-19 10:03:41 main:574] : INFO : Epoch 1725 | loss: 0.0312351 | val_loss: 0.0312388 | Time: 1997.9 ms [2022-04-19 10:03:43 main:574] : INFO : Epoch 1726 | loss: 0.031237 | val_loss: 0.0312333 | Time: 2020.65 ms [2022-04-19 10:03:45 main:574] : INFO : Epoch 1727 | loss: 0.0312353 | val_loss: 0.0312328 | Time: 1990.9 ms [2022-04-19 10:03:47 main:574] : INFO : Epoch 1728 | loss: 0.0312362 | val_loss: 0.0312375 | Time: 1988.91 ms [2022-04-19 10:03:49 main:574] : INFO : Epoch 1729 | loss: 0.0312353 | val_loss: 0.0312331 | Time: 1963.44 ms [2022-04-19 10:03:51 main:574] : INFO : Epoch 1730 | loss: 0.0312349 | val_loss: 0.0312363 | Time: 2007.01 ms [2022-04-19 10:03:53 main:574] : INFO : Epoch 1731 | loss: 0.031236 | val_loss: 0.031237 | Time: 1973.34 ms [2022-04-19 10:03:55 main:574] : INFO : Epoch 1732 | loss: 0.0312364 | val_loss: 0.0312327 | Time: 1966.56 ms [2022-04-19 10:03:57 main:574] : INFO : Epoch 1733 | loss: 0.0312348 | val_loss: 0.031238 | Time: 1963.98 ms [2022-04-19 10:03:59 main:574] : INFO : Epoch 1734 | loss: 0.0312382 | val_loss: 0.031243 | Time: 1995.16 ms [2022-04-19 10:04:01 main:574] : INFO : Epoch 1735 | loss: 0.0312429 | val_loss: 0.0312443 | Time: 2009 ms [2022-04-19 10:04:03 main:574] : INFO : Epoch 1736 | loss: 0.0312388 | val_loss: 0.0312368 | Time: 1973.26 ms [2022-04-19 10:04:06 main:574] : INFO : Epoch 1737 | loss: 0.0312365 | val_loss: 0.0312337 | Time: 2033.38 ms [2022-04-19 10:04:08 main:574] : INFO : Epoch 1738 | loss: 0.0312353 | val_loss: 0.0312326 | Time: 1989.32 ms [2022-04-19 10:04:10 main:574] : INFO : Epoch 1739 | loss: 0.0312344 | val_loss: 0.0312329 | Time: 2021.58 ms [2022-04-19 10:04:12 main:574] : INFO : Epoch 1740 | loss: 0.0312343 | val_loss: 0.031233 | Time: 1989.31 ms [2022-04-19 10:04:14 main:574] : INFO : Epoch 1741 | loss: 0.0312341 | val_loss: 0.0312324 | Time: 2017.29 ms [2022-04-19 10:04:16 main:574] : INFO : Epoch 1742 | loss: 0.031234 | val_loss: 0.0312325 | Time: 2008.82 ms [2022-04-19 10:04:18 main:574] : INFO : Epoch 1743 | loss: 0.0312359 | val_loss: 0.0312333 | Time: 2044.85 ms [2022-04-19 10:04:20 main:574] : INFO : Epoch 1744 | loss: 0.0312353 | val_loss: 0.0312383 | Time: 1983.43 ms [2022-04-19 10:04:22 main:574] : INFO : Epoch 1745 | loss: 0.031236 | val_loss: 0.0312358 | Time: 2052.6 ms [2022-04-19 10:04:24 main:574] : INFO : Epoch 1746 | loss: 0.0312351 | val_loss: 0.0312321 | Time: 2020.63 ms [2022-04-19 10:04:26 main:574] : INFO : Epoch 1747 | loss: 0.0312343 | val_loss: 0.0312339 | Time: 2037.1 ms [2022-04-19 10:04:28 main:574] : INFO : Epoch 1748 | loss: 0.0312349 | val_loss: 0.0312322 | Time: 2017.63 ms [2022-04-19 10:04:30 main:574] : INFO : Epoch 1749 | loss: 0.0312353 | val_loss: 0.0312328 | Time: 2078.61 ms [2022-04-19 10:04:32 main:574] : INFO : Epoch 1750 | loss: 0.0312346 | val_loss: 0.0312323 | Time: 2040.61 ms [2022-04-19 10:04:34 main:574] : INFO : Epoch 1751 | loss: 0.0312348 | val_loss: 0.0312367 | Time: 2061.2 ms [2022-04-19 10:04:36 main:574] : INFO : Epoch 1752 | loss: 0.0312355 | val_loss: 0.0312362 | Time: 2021.25 ms [2022-04-19 10:04:38 main:574] : INFO : Epoch 1753 | loss: 0.0312352 | val_loss: 0.0312327 | Time: 2031.09 ms [2022-04-19 10:04:41 main:574] : INFO : Epoch 1754 | loss: 0.0312341 | val_loss: 0.0312325 | Time: 2019.87 ms [2022-04-19 10:04:43 main:574] : INFO : Epoch 1755 | loss: 0.0312345 | val_loss: 0.0312324 | Time: 1994.45 ms [2022-04-19 10:04:45 main:574] : INFO : Epoch 1756 | loss: 0.0312342 | val_loss: 0.0312335 | Time: 1996.92 ms [2022-04-19 10:04:47 main:574] : INFO : Epoch 1757 | loss: 0.0312338 | val_loss: 0.0312326 | Time: 2009.72 ms [2022-04-19 10:04:49 main:574] : INFO : Epoch 1758 | loss: 0.0312333 | val_loss: 0.0312324 | Time: 2014.32 ms [2022-04-19 10:04:51 main:574] : INFO : Epoch 1759 | loss: 0.0312334 | val_loss: 0.0312317 | Time: 1997.71 ms [2022-04-19 10:04:53 main:574] : INFO : Epoch 1760 | loss: 0.0312336 | val_loss: 0.031232 | Time: 2031.24 ms [2022-04-19 10:04:55 main:574] : INFO : Epoch 1761 | loss: 0.0312346 | val_loss: 0.0312317 | Time: 1996.89 ms [2022-04-19 10:04:57 main:574] : INFO : Epoch 1762 | loss: 0.0312333 | val_loss: 0.0312319 | Time: 2010 ms [2022-04-19 10:04:59 main:574] : INFO : Epoch 1763 | loss: 0.0312329 | val_loss: 0.031233 | Time: 2004.79 ms [2022-04-19 10:05:01 main:574] : INFO : Epoch 1764 | loss: 0.0312334 | val_loss: 0.0312321 | Time: 1964.52 ms [2022-04-19 10:05:03 main:574] : INFO : Epoch 1765 | loss: 0.0312346 | val_loss: 0.0312356 | Time: 1998.03 ms [2022-04-19 10:05:05 main:574] : INFO : Epoch 1766 | loss: 0.0312359 | val_loss: 0.0312342 | Time: 2000.24 ms [2022-04-19 10:05:07 main:574] : INFO : Epoch 1767 | loss: 0.0312341 | val_loss: 0.0312312 | Time: 2006.14 ms [2022-04-19 10:05:09 main:574] : INFO : Epoch 1768 | loss: 0.0312335 | val_loss: 0.0312322 | Time: 1995.2 ms [2022-04-19 10:05:11 main:574] : INFO : Epoch 1769 | loss: 0.0312326 | val_loss: 0.0312313 | Time: 2021.17 ms [2022-04-19 10:05:13 main:574] : INFO : Epoch 1770 | loss: 0.0312326 | val_loss: 0.0312315 | Time: 2017.65 ms [2022-04-19 10:05:15 main:574] : INFO : Epoch 1771 | loss: 0.0312334 | val_loss: 0.0312317 | Time: 1975.91 ms [2022-04-19 10:05:17 main:574] : INFO : Epoch 1772 | loss: 0.0312341 | val_loss: 0.0312328 | Time: 2035.14 ms [2022-04-19 10:05:19 main:574] : INFO : Epoch 1773 | loss: 0.0312329 | val_loss: 0.0312315 | Time: 2014.86 ms [2022-04-19 10:05:21 main:574] : INFO : Epoch 1774 | loss: 0.0312326 | val_loss: 0.0312312 | Time: 2035.26 ms [2022-04-19 10:05:23 main:574] : INFO : Epoch 1775 | loss: 0.0312322 | val_loss: 0.0312312 | Time: 1993.56 ms [2022-04-19 10:05:26 main:574] : INFO : Epoch 1776 | loss: 0.0312329 | val_loss: 0.0312327 | Time: 1987.18 ms [2022-04-19 10:05:28 main:574] : INFO : Epoch 1777 | loss: 0.0312345 | val_loss: 0.0312332 | Time: 1998.35 ms [2022-04-19 10:05:30 main:574] : INFO : Epoch 1778 | loss: 0.0312334 | val_loss: 0.0312316 | Time: 2010.89 ms [2022-04-19 10:05:32 main:574] : INFO : Epoch 1779 | loss: 0.0312331 | val_loss: 0.0312401 | Time: 2030.2 ms [2022-04-19 10:05:34 main:574] : INFO : Epoch 1780 | loss: 0.0312351 | val_loss: 0.0312316 | Time: 2017.67 ms [2022-04-19 10:05:36 main:574] : INFO : Epoch 1781 | loss: 0.0312336 | val_loss: 0.0312317 | Time: 1978.12 ms [2022-04-19 10:05:38 main:574] : INFO : Epoch 1782 | loss: 0.0312336 | val_loss: 0.0312329 | Time: 1996.63 ms [2022-04-19 10:05:40 main:574] : INFO : Epoch 1783 | loss: 0.0312347 | val_loss: 0.0312317 | Time: 1996.71 ms [2022-04-19 10:05:42 main:574] : INFO : Epoch 1784 | loss: 0.0312337 | val_loss: 0.0312327 | Time: 1994.56 ms [2022-04-19 10:05:44 main:574] : INFO : Epoch 1785 | loss: 0.0312333 | val_loss: 0.031233 | Time: 1998.38 ms [2022-04-19 10:05:46 main:574] : INFO : Epoch 1786 | loss: 0.0312332 | val_loss: 0.0312325 | Time: 1986.47 ms [2022-04-19 10:05:48 main:574] : INFO : Epoch 1787 | loss: 0.0312333 | val_loss: 0.0312335 | Time: 1990.86 ms [2022-04-19 10:05:50 main:574] : INFO : Epoch 1788 | loss: 0.0312338 | val_loss: 0.031231 | Time: 2003.91 ms [2022-04-19 10:05:52 main:574] : INFO : Epoch 1789 | loss: 0.0312321 | val_loss: 0.0312332 | Time: 2007.1 ms [2022-04-19 10:05:54 main:574] : INFO : Epoch 1790 | loss: 0.0312332 | val_loss: 0.0312312 | Time: 2013.23 ms [2022-04-19 10:05:56 main:574] : INFO : Epoch 1791 | loss: 0.0312324 | val_loss: 0.0312321 | Time: 2005.15 ms [2022-04-19 10:05:58 main:574] : INFO : Epoch 1792 | loss: 0.0312337 | val_loss: 0.0312312 | Time: 1971.84 ms [2022-04-19 10:06:00 main:574] : INFO : Epoch 1793 | loss: 0.031234 | val_loss: 0.0312319 | Time: 1996.11 ms [2022-04-19 10:06:02 main:574] : INFO : Epoch 1794 | loss: 0.031232 | val_loss: 0.0312313 | Time: 2024.2 ms [2022-04-19 10:06:04 main:574] : INFO : Epoch 1795 | loss: 0.0312317 | val_loss: 0.0312305 | Time: 1959.16 ms [2022-04-19 10:06:06 main:574] : INFO : Epoch 1796 | loss: 0.0312316 | val_loss: 0.0312312 | Time: 2001.54 ms [2022-04-19 10:06:08 main:574] : INFO : Epoch 1797 | loss: 0.0312319 | val_loss: 0.0312332 | Time: 2009.37 ms [2022-04-19 10:06:10 main:574] : INFO : Epoch 1798 | loss: 0.0312314 | val_loss: 0.0312307 | Time: 2010.68 ms [2022-04-19 10:06:12 main:574] : INFO : Epoch 1799 | loss: 0.0312312 | val_loss: 0.0312304 | Time: 2015.13 ms [2022-04-19 10:06:14 main:574] : INFO : Epoch 1800 | loss: 0.0312337 | val_loss: 0.0312317 | Time: 2011.33 ms [2022-04-19 10:06:16 main:574] : INFO : Epoch 1801 | loss: 0.0312323 | val_loss: 0.0312304 | Time: 2029.08 ms [2022-04-19 10:06:18 main:574] : INFO : Epoch 1802 | loss: 0.0312312 | val_loss: 0.0312314 | Time: 1987.59 ms [2022-04-19 10:06:20 main:574] : INFO : Epoch 1803 | loss: 0.0312324 | val_loss: 0.0312307 | Time: 2017.38 ms [2022-04-19 10:06:22 main:574] : INFO : Epoch 1804 | loss: 0.0312323 | val_loss: 0.0312311 | Time: 1991.79 ms [2022-04-19 10:06:24 main:574] : INFO : Epoch 1805 | loss: 0.0312321 | val_loss: 0.0312314 | Time: 1990.35 ms [2022-04-19 10:06:26 main:574] : INFO : Epoch 1806 | loss: 0.0312328 | val_loss: 0.0312399 | Time: 1988.09 ms [2022-04-19 10:06:28 main:574] : INFO : Epoch 1807 | loss: 0.031235 | val_loss: 0.0312325 | Time: 2000.48 ms [2022-04-19 10:06:31 main:574] : INFO : Epoch 1808 | loss: 0.0312346 | val_loss: 0.0312322 | Time: 2016.41 ms [2022-04-19 10:06:33 main:574] : INFO : Epoch 1809 | loss: 0.0312322 | val_loss: 0.0312307 | Time: 1974.41 ms [2022-04-19 10:06:35 main:574] : INFO : Epoch 1810 | loss: 0.0312314 | val_loss: 0.0312317 | Time: 2023.55 ms [2022-04-19 10:06:37 main:574] : INFO : Epoch 1811 | loss: 0.0312332 | val_loss: 0.0312308 | Time: 2023.66 ms [2022-04-19 10:06:39 main:574] : INFO : Epoch 1812 | loss: 0.0312315 | val_loss: 0.0312302 | Time: 2034.33 ms [2022-04-19 10:06:41 main:574] : INFO : Epoch 1813 | loss: 0.0312315 | val_loss: 0.0312317 | Time: 1993.09 ms [2022-04-19 10:06:43 main:574] : INFO : Epoch 1814 | loss: 0.0312311 | val_loss: 0.0312307 | Time: 2014.99 ms [2022-04-19 10:06:45 main:574] : INFO : Epoch 1815 | loss: 0.0312313 | val_loss: 0.031231 | Time: 1990.8 ms [2022-04-19 10:06:47 main:574] : INFO : Epoch 1816 | loss: 0.0312319 | val_loss: 0.0312305 | Time: 1999.02 ms [2022-04-19 10:06:49 main:574] : INFO : Epoch 1817 | loss: 0.0312306 | val_loss: 0.0312314 | Time: 2019.26 ms [2022-04-19 10:06:51 main:574] : INFO : Epoch 1818 | loss: 0.0312319 | val_loss: 0.0312359 | Time: 1996.67 ms [2022-04-19 10:06:53 main:574] : INFO : Epoch 1819 | loss: 0.0312321 | val_loss: 0.0312308 | Time: 1987.56 ms [2022-04-19 10:06:55 main:574] : INFO : Epoch 1820 | loss: 0.0312352 | val_loss: 0.0312303 | Time: 2007.4 ms [2022-04-19 10:06:57 main:574] : INFO : Epoch 1821 | loss: 0.0312327 | val_loss: 0.0312354 | Time: 2006.42 ms [2022-04-19 10:06:59 main:574] : INFO : Epoch 1822 | loss: 0.0312343 | val_loss: 0.0312329 | Time: 1903.81 ms [2022-04-19 10:07:01 main:574] : INFO : Epoch 1823 | loss: 0.0312307 | val_loss: 0.03123 | Time: 1976 ms [2022-04-19 10:07:03 main:574] : INFO : Epoch 1824 | loss: 0.0312312 | val_loss: 0.031232 | Time: 2002.96 ms [2022-04-19 10:07:05 main:574] : INFO : Epoch 1825 | loss: 0.0312318 | val_loss: 0.0312298 | Time: 1988.55 ms [2022-04-19 10:07:07 main:574] : INFO : Epoch 1826 | loss: 0.0312302 | val_loss: 0.0312341 | Time: 2010.41 ms [2022-04-19 10:07:09 main:574] : INFO : Epoch 1827 | loss: 0.0312315 | val_loss: 0.0312364 | Time: 2016.27 ms [2022-04-19 10:07:11 main:574] : INFO : Epoch 1828 | loss: 0.0312322 | val_loss: 0.0312296 | Time: 2014.85 ms [2022-04-19 10:07:13 main:574] : INFO : Epoch 1829 | loss: 0.0312299 | val_loss: 0.0312295 | Time: 1990.5 ms [2022-04-19 10:07:15 main:574] : INFO : Epoch 1830 | loss: 0.0312307 | val_loss: 0.0312331 | Time: 1988.66 ms [2022-04-19 10:07:17 main:574] : INFO : Epoch 1831 | loss: 0.0312324 | val_loss: 0.0312334 | Time: 1993.16 ms [2022-04-19 10:07:19 main:574] : INFO : Epoch 1832 | loss: 0.0312315 | val_loss: 0.0312312 | Time: 2013.28 ms [2022-04-19 10:07:21 main:574] : INFO : Epoch 1833 | loss: 0.03123 | val_loss: 0.0312297 | Time: 2004.05 ms [2022-04-19 10:07:23 main:574] : INFO : Epoch 1834 | loss: 0.0312315 | val_loss: 0.0312338 | Time: 1981.57 ms [2022-04-19 10:07:25 main:574] : INFO : Epoch 1835 | loss: 0.0312329 | val_loss: 0.0312345 | Time: 1997.28 ms [2022-04-19 10:07:27 main:574] : INFO : Epoch 1836 | loss: 0.0312348 | val_loss: 0.031233 | Time: 1969.75 ms [2022-04-19 10:07:29 main:574] : INFO : Epoch 1837 | loss: 0.0312308 | val_loss: 0.0312296 | Time: 1993.97 ms [2022-04-19 10:07:31 main:574] : INFO : Epoch 1838 | loss: 0.0312312 | val_loss: 0.0312297 | Time: 1985.61 ms [2022-04-19 10:07:33 main:574] : INFO : Epoch 1839 | loss: 0.0312319 | val_loss: 0.0312293 | Time: 1990.84 ms [2022-04-19 10:07:35 main:574] : INFO : Epoch 1840 | loss: 0.0312303 | val_loss: 0.0312301 | Time: 1996.82 ms [2022-04-19 10:07:37 main:574] : INFO : Epoch 1841 | loss: 0.0312325 | val_loss: 0.0312295 | Time: 1976.47 ms [2022-04-19 10:07:39 main:574] : INFO : Epoch 1842 | loss: 0.0312302 | val_loss: 0.0312304 | Time: 2010.99 ms [2022-04-19 10:07:41 main:574] : INFO : Epoch 1843 | loss: 0.0312303 | val_loss: 0.0312299 | Time: 1998.36 ms [2022-04-19 10:07:43 main:574] : INFO : Epoch 1844 | loss: 0.0312303 | val_loss: 0.0312318 | Time: 2024.39 ms [2022-04-19 10:07:45 main:574] : INFO : Epoch 1845 | loss: 0.0312314 | val_loss: 0.0312322 | Time: 1967.03 ms [2022-04-19 10:07:47 main:574] : INFO : Epoch 1846 | loss: 0.0312299 | val_loss: 0.0312298 | Time: 1989.6 ms [2022-04-19 10:07:49 main:574] : INFO : Epoch 1847 | loss: 0.0312298 | val_loss: 0.0312292 | Time: 2006.18 ms [2022-04-19 10:07:51 main:574] : INFO : Epoch 1848 | loss: 0.0312295 | val_loss: 0.0312338 | Time: 1989.31 ms [2022-04-19 10:07:54 main:574] : INFO : Epoch 1849 | loss: 0.0312324 | val_loss: 0.0312319 | Time: 2011.6 ms [2022-04-19 10:07:56 main:574] : INFO : Epoch 1850 | loss: 0.0312334 | val_loss: 0.0312314 | Time: 1985.57 ms [2022-04-19 10:07:58 main:574] : INFO : Epoch 1851 | loss: 0.031231 | val_loss: 0.0312308 | Time: 1966.24 ms [2022-04-19 10:08:00 main:574] : INFO : Epoch 1852 | loss: 0.0312301 | val_loss: 0.0312318 | Time: 1999.07 ms [2022-04-19 10:08:02 main:574] : INFO : Epoch 1853 | loss: 0.0312306 | val_loss: 0.0312293 | Time: 1986.2 ms [2022-04-19 10:08:04 main:574] : INFO : Epoch 1854 | loss: 0.0312295 | val_loss: 0.0312299 | Time: 1974.37 ms [2022-04-19 10:08:06 main:574] : INFO : Epoch 1855 | loss: 0.0312301 | val_loss: 0.0312309 | Time: 1973.29 ms [2022-04-19 10:08:08 main:574] : INFO : Epoch 1856 | loss: 0.0312302 | val_loss: 0.0312292 | Time: 1988.56 ms [2022-04-19 10:08:10 main:574] : INFO : Epoch 1857 | loss: 0.0312295 | val_loss: 0.0312336 | Time: 2019.54 ms [2022-04-19 10:08:12 main:574] : INFO : Epoch 1858 | loss: 0.0312316 | val_loss: 0.0312299 | Time: 1975.58 ms [2022-04-19 10:08:14 main:574] : INFO : Epoch 1859 | loss: 0.0312295 | val_loss: 0.0312294 | Time: 2020.03 ms [2022-04-19 10:08:16 main:574] : INFO : Epoch 1860 | loss: 0.03123 | val_loss: 0.0312307 | Time: 1999.07 ms [2022-04-19 10:08:18 main:574] : INFO : Epoch 1861 | loss: 0.031229 | val_loss: 0.0312322 | Time: 2025.93 ms [2022-04-19 10:08:20 main:574] : INFO : Epoch 1862 | loss: 0.0312317 | val_loss: 0.0312326 | Time: 2000.7 ms [2022-04-19 10:08:22 main:574] : INFO : Epoch 1863 | loss: 0.0312315 | val_loss: 0.0312321 | Time: 2034.49 ms [2022-04-19 10:08:24 main:574] : INFO : Epoch 1864 | loss: 0.0312309 | val_loss: 0.0312321 | Time: 2039.01 ms [2022-04-19 10:08:26 main:574] : INFO : Epoch 1865 | loss: 0.031231 | val_loss: 0.0312295 | Time: 1987.11 ms [2022-04-19 10:08:28 main:574] : INFO : Epoch 1866 | loss: 0.0312306 | val_loss: 0.0312302 | Time: 2046.64 ms [2022-04-19 10:08:30 main:574] : INFO : Epoch 1867 | loss: 0.0312292 | val_loss: 0.0312301 | Time: 2012.92 ms [2022-04-19 10:08:32 main:574] : INFO : Epoch 1868 | loss: 0.0312308 | val_loss: 0.0312374 | Time: 2042.11 ms [2022-04-19 10:08:34 main:574] : INFO : Epoch 1869 | loss: 0.0312303 | val_loss: 0.0312301 | Time: 2019.56 ms [2022-04-19 10:08:36 main:574] : INFO : Epoch 1870 | loss: 0.0312299 | val_loss: 0.0312293 | Time: 2029.14 ms [2022-04-19 10:08:38 main:574] : INFO : Epoch 1871 | loss: 0.0312296 | val_loss: 0.0312293 | Time: 2013.08 ms [2022-04-19 10:08:40 main:574] : INFO : Epoch 1872 | loss: 0.0312289 | val_loss: 0.0312292 | Time: 2028.99 ms [2022-04-19 10:08:43 main:574] : INFO : Epoch 1873 | loss: 0.0312287 | val_loss: 0.0312309 | Time: 2055.22 ms [2022-04-19 10:08:45 main:574] : INFO : Epoch 1874 | loss: 0.031229 | val_loss: 0.0312292 | Time: 2062.65 ms [2022-04-19 10:08:47 main:574] : INFO : Epoch 1875 | loss: 0.0312288 | val_loss: 0.03123 | Time: 2008.97 ms [2022-04-19 10:08:49 main:574] : INFO : Epoch 1876 | loss: 0.0312289 | val_loss: 0.0312294 | Time: 2044.87 ms [2022-04-19 10:08:51 main:574] : INFO : Epoch 1877 | loss: 0.0312297 | val_loss: 0.0312292 | Time: 2033.67 ms [2022-04-19 10:08:53 main:574] : INFO : Epoch 1878 | loss: 0.0312293 | val_loss: 0.031229 | Time: 2023.78 ms [2022-04-19 10:08:55 main:574] : INFO : Epoch 1879 | loss: 0.0312286 | val_loss: 0.0312288 | Time: 2028.14 ms [2022-04-19 10:08:57 main:574] : INFO : Epoch 1880 | loss: 0.0312287 | val_loss: 0.0312314 | Time: 2024.9 ms [2022-04-19 10:08:59 main:574] : INFO : Epoch 1881 | loss: 0.0312292 | val_loss: 0.031229 | Time: 1988.33 ms [2022-04-19 10:09:01 main:574] : INFO : Epoch 1882 | loss: 0.0312286 | val_loss: 0.0312296 | Time: 2035.47 ms [2022-04-19 10:09:03 main:574] : INFO : Epoch 1883 | loss: 0.0312292 | val_loss: 0.0312337 | Time: 1989.2 ms [2022-04-19 10:09:05 main:574] : INFO : Epoch 1884 | loss: 0.031233 | val_loss: 0.0312396 | Time: 1998.24 ms [2022-04-19 10:09:07 main:574] : INFO : Epoch 1885 | loss: 0.0312359 | val_loss: 0.0312345 | Time: 2015.71 ms [2022-04-19 10:09:09 main:574] : INFO : Epoch 1886 | loss: 0.0312305 | val_loss: 0.0312293 | Time: 1947.98 ms [2022-04-19 10:09:11 main:574] : INFO : Epoch 1887 | loss: 0.0312287 | val_loss: 0.0312294 | Time: 1986.4 ms [2022-04-19 10:09:13 main:574] : INFO : Epoch 1888 | loss: 0.0312291 | val_loss: 0.031229 | Time: 1985.19 ms [2022-04-19 10:09:15 main:574] : INFO : Epoch 1889 | loss: 0.0312295 | val_loss: 0.0312289 | Time: 1965.79 ms [2022-04-19 10:09:17 main:574] : INFO : Epoch 1890 | loss: 0.0312288 | val_loss: 0.0312293 | Time: 1968.36 ms [2022-04-19 10:09:19 main:574] : INFO : Epoch 1891 | loss: 0.0312291 | val_loss: 0.0312287 | Time: 1970.71 ms [2022-04-19 10:09:21 main:574] : INFO : Epoch 1892 | loss: 0.0312285 | val_loss: 0.0312292 | Time: 1973.35 ms [2022-04-19 10:09:23 main:574] : INFO : Epoch 1893 | loss: 0.0312292 | val_loss: 0.0312318 | Time: 1989.85 ms [2022-04-19 10:09:25 main:574] : INFO : Epoch 1894 | loss: 0.0312298 | val_loss: 0.0312288 | Time: 1982.42 ms [2022-04-19 10:09:27 main:574] : INFO : Epoch 1895 | loss: 0.0312281 | val_loss: 0.0312293 | Time: 1997.27 ms [2022-04-19 10:09:29 main:574] : INFO : Epoch 1896 | loss: 0.0312307 | val_loss: 0.0312283 | Time: 2003.69 ms [2022-04-19 10:09:31 main:574] : INFO : Epoch 1897 | loss: 0.0312305 | val_loss: 0.0312307 | Time: 1981.91 ms [2022-04-19 10:09:33 main:574] : INFO : Epoch 1898 | loss: 0.031229 | val_loss: 0.0312286 | Time: 1991.66 ms [2022-04-19 10:09:35 main:574] : INFO : Epoch 1899 | loss: 0.0312283 | val_loss: 0.0312287 | Time: 1988.26 ms [2022-04-19 10:09:37 main:574] : INFO : Epoch 1900 | loss: 0.0312294 | val_loss: 0.0312283 | Time: 2030.76 ms [2022-04-19 10:09:40 main:574] : INFO : Epoch 1901 | loss: 0.0312313 | val_loss: 0.0312297 | Time: 1987.14 ms [2022-04-19 10:09:42 main:574] : INFO : Epoch 1902 | loss: 0.0312303 | val_loss: 0.0312289 | Time: 2025.03 ms [2022-04-19 10:09:44 main:574] : INFO : Epoch 1903 | loss: 0.0312283 | val_loss: 0.0312333 | Time: 2001.75 ms [2022-04-19 10:09:46 main:574] : INFO : Epoch 1904 | loss: 0.0312302 | val_loss: 0.0312317 | Time: 2000.57 ms [2022-04-19 10:09:48 main:574] : INFO : Epoch 1905 | loss: 0.031231 | val_loss: 0.0312354 | Time: 1980.75 ms [2022-04-19 10:09:50 main:574] : INFO : Epoch 1906 | loss: 0.0312295 | val_loss: 0.0312287 | Time: 1982.77 ms [2022-04-19 10:09:52 main:574] : INFO : Epoch 1907 | loss: 0.0312287 | val_loss: 0.0312286 | Time: 2000.21 ms [2022-04-19 10:09:54 main:574] : INFO : Epoch 1908 | loss: 0.0312277 | val_loss: 0.0312298 | Time: 1976.88 ms [2022-04-19 10:09:56 main:574] : INFO : Epoch 1909 | loss: 0.0312294 | val_loss: 0.0312282 | Time: 1994.08 ms [2022-04-19 10:09:58 main:574] : INFO : Epoch 1910 | loss: 0.0312288 | val_loss: 0.0312283 | Time: 2001.87 ms [2022-04-19 10:10:00 main:574] : INFO : Epoch 1911 | loss: 0.0312278 | val_loss: 0.0312303 | Time: 2005.34 ms [2022-04-19 10:10:02 main:574] : INFO : Epoch 1912 | loss: 0.0312281 | val_loss: 0.0312282 | Time: 2003.7 ms [2022-04-19 10:10:04 main:574] : INFO : Epoch 1913 | loss: 0.0312276 | val_loss: 0.0312287 | Time: 1996.31 ms [2022-04-19 10:10:06 main:574] : INFO : Epoch 1914 | loss: 0.0312296 | val_loss: 0.0312309 | Time: 1999.32 ms [2022-04-19 10:10:08 main:574] : INFO : Epoch 1915 | loss: 0.0312297 | val_loss: 0.0312309 | Time: 1960.01 ms [2022-04-19 10:10:10 main:574] : INFO : Epoch 1916 | loss: 0.031228 | val_loss: 0.0312279 | Time: 2015.11 ms [2022-04-19 10:10:12 main:574] : INFO : Epoch 1917 | loss: 0.0312278 | val_loss: 0.0312286 | Time: 1993.86 ms [2022-04-19 10:10:14 main:574] : INFO : Epoch 1918 | loss: 0.0312278 | val_loss: 0.031229 | Time: 2037.52 ms [2022-04-19 10:10:16 main:574] : INFO : Epoch 1919 | loss: 0.031228 | val_loss: 0.0312296 | Time: 2012.53 ms [2022-04-19 10:10:18 main:574] : INFO : Epoch 1920 | loss: 0.0312277 | val_loss: 0.0312291 | Time: 1956.47 ms [2022-04-19 10:10:20 main:574] : INFO : Epoch 1921 | loss: 0.0312283 | val_loss: 0.0312306 | Time: 2017.65 ms [2022-04-19 10:10:22 main:574] : INFO : Epoch 1922 | loss: 0.0312289 | val_loss: 0.0312289 | Time: 2020.02 ms [2022-04-19 10:10:24 main:574] : INFO : Epoch 1923 | loss: 0.0312276 | val_loss: 0.0312281 | Time: 2011.69 ms [2022-04-19 10:10:27 main:574] : INFO : Epoch 1924 | loss: 0.0312275 | val_loss: 0.0312279 | Time: 2030.04 ms [2022-04-19 10:10:29 main:574] : INFO : Epoch 1925 | loss: 0.0312284 | val_loss: 0.031228 | Time: 1993.69 ms [2022-04-19 10:10:31 main:574] : INFO : Epoch 1926 | loss: 0.0312284 | val_loss: 0.0312279 | Time: 2005.98 ms [2022-04-19 10:10:33 main:574] : INFO : Epoch 1927 | loss: 0.0312282 | val_loss: 0.0312314 | Time: 2036.73 ms [2022-04-19 10:10:35 main:574] : INFO : Epoch 1928 | loss: 0.0312317 | val_loss: 0.0312279 | Time: 2025.61 ms [2022-04-19 10:10:37 main:574] : INFO : Epoch 1929 | loss: 0.0312301 | val_loss: 0.031231 | Time: 2015.61 ms [2022-04-19 10:10:39 main:574] : INFO : Epoch 1930 | loss: 0.0312308 | val_loss: 0.0312295 | Time: 2017.12 ms [2022-04-19 10:10:41 main:574] : INFO : Epoch 1931 | loss: 0.0312291 | val_loss: 0.0312321 | Time: 2023.45 ms [2022-04-19 10:10:43 main:574] : INFO : Epoch 1932 | loss: 0.0312278 | val_loss: 0.031228 | Time: 2004.62 ms [2022-04-19 10:10:45 main:574] : INFO : Epoch 1933 | loss: 0.0312269 | val_loss: 0.0312277 | Time: 2014.58 ms [2022-04-19 10:10:47 main:574] : INFO : Epoch 1934 | loss: 0.0312268 | val_loss: 0.0312294 | Time: 1999.25 ms [2022-04-19 10:10:49 main:574] : INFO : Epoch 1935 | loss: 0.0312275 | val_loss: 0.0312279 | Time: 1989.34 ms [2022-04-19 10:10:51 main:574] : INFO : Epoch 1936 | loss: 0.031227 | val_loss: 0.0312286 | Time: 2003.29 ms [2022-04-19 10:10:53 main:574] : INFO : Epoch 1937 | loss: 0.0312273 | val_loss: 0.0312279 | Time: 1988.75 ms [2022-04-19 10:10:55 main:574] : INFO : Epoch 1938 | loss: 0.0312276 | val_loss: 0.0312282 | Time: 2016.69 ms [2022-04-19 10:10:57 main:574] : INFO : Epoch 1939 | loss: 0.0312276 | val_loss: 0.0312307 | Time: 1998.98 ms [2022-04-19 10:10:59 main:574] : INFO : Epoch 1940 | loss: 0.03123 | val_loss: 0.0312317 | Time: 2022.84 ms [2022-04-19 10:11:01 main:574] : INFO : Epoch 1941 | loss: 0.0312289 | val_loss: 0.0312432 | Time: 2024.37 ms [2022-04-19 10:11:03 main:574] : INFO : Epoch 1942 | loss: 0.0312336 | val_loss: 0.0312303 | Time: 2049.66 ms [2022-04-19 10:11:05 main:574] : INFO : Epoch 1943 | loss: 0.0312458 | val_loss: 0.0312674 | Time: 2004.5 ms [2022-04-19 10:11:07 main:574] : INFO : Epoch 1944 | loss: 0.0329614 | val_loss: 0.0336778 | Time: 1998.15 ms [2022-04-19 10:11:09 main:574] : INFO : Epoch 1945 | loss: 0.033068 | val_loss: 0.0314992 | Time: 2006.14 ms [2022-04-19 10:11:12 main:574] : INFO : Epoch 1946 | loss: 0.0313829 | val_loss: 0.031323 | Time: 2002.49 ms [2022-04-19 10:11:14 main:574] : INFO : Epoch 1947 | loss: 0.0312625 | val_loss: 0.031244 | Time: 2008.91 ms [2022-04-19 10:11:16 main:574] : INFO : Epoch 1948 | loss: 0.0312362 | val_loss: 0.0312325 | Time: 2028.24 ms [2022-04-19 10:11:18 main:574] : INFO : Epoch 1949 | loss: 0.0312315 | val_loss: 0.0312291 | Time: 2026.04 ms [2022-04-19 10:11:20 main:574] : INFO : Epoch 1950 | loss: 0.0312296 | val_loss: 0.0312294 | Time: 2019.53 ms [2022-04-19 10:11:22 main:574] : INFO : Epoch 1951 | loss: 0.0312289 | val_loss: 0.0312282 | Time: 2030.26 ms [2022-04-19 10:11:24 main:574] : INFO : Epoch 1952 | loss: 0.0312283 | val_loss: 0.0312279 | Time: 2004.26 ms [2022-04-19 10:11:26 main:574] : INFO : Epoch 1953 | loss: 0.0312288 | val_loss: 0.0312295 | Time: 2017.3 ms [2022-04-19 10:11:28 main:574] : INFO : Epoch 1954 | loss: 0.0312282 | val_loss: 0.0312279 | Time: 2016.53 ms [2022-04-19 10:11:30 main:574] : INFO : Epoch 1955 | loss: 0.0312278 | val_loss: 0.0312274 | Time: 2004.16 ms [2022-04-19 10:11:32 main:574] : INFO : Epoch 1956 | loss: 0.0312278 | val_loss: 0.0312275 | Time: 2001.49 ms [2022-04-19 10:11:34 main:574] : INFO : Epoch 1957 | loss: 0.0312272 | val_loss: 0.0312278 | Time: 1995.79 ms [2022-04-19 10:11:36 main:574] : INFO : Epoch 1958 | loss: 0.0312279 | val_loss: 0.0312275 | Time: 1978.35 ms [2022-04-19 10:11:38 main:574] : INFO : Epoch 1959 | loss: 0.0312278 | val_loss: 0.0312283 | Time: 2001.17 ms [2022-04-19 10:11:40 main:574] : INFO : Epoch 1960 | loss: 0.0312273 | val_loss: 0.0312273 | Time: 1969.3 ms [2022-04-19 10:11:42 main:574] : INFO : Epoch 1961 | loss: 0.0312271 | val_loss: 0.031227 | Time: 1982.8 ms [2022-04-19 10:11:44 main:574] : INFO : Epoch 1962 | loss: 0.0312269 | val_loss: 0.0312288 | Time: 1987.87 ms [2022-04-19 10:11:46 main:574] : INFO : Epoch 1963 | loss: 0.0312274 | val_loss: 0.031227 | Time: 1958.71 ms [2022-04-19 10:11:48 main:574] : INFO : Epoch 1964 | loss: 0.0312269 | val_loss: 0.031227 | Time: 1998.96 ms [2022-04-19 10:11:50 main:574] : INFO : Epoch 1965 | loss: 0.0312272 | val_loss: 0.0312279 | Time: 1979.6 ms [2022-04-19 10:11:52 main:574] : INFO : Epoch 1966 | loss: 0.0312289 | val_loss: 0.0312279 | Time: 1977.02 ms [2022-04-19 10:11:54 main:574] : INFO : Epoch 1967 | loss: 0.0312309 | val_loss: 0.0312296 | Time: 1995.56 ms [2022-04-19 10:11:56 main:574] : INFO : Epoch 1968 | loss: 0.0312276 | val_loss: 0.0312287 | Time: 1980.61 ms [2022-04-19 10:11:58 main:574] : INFO : Epoch 1969 | loss: 0.0312281 | val_loss: 0.0312268 | Time: 1984.28 ms [2022-04-19 10:12:00 main:574] : INFO : Epoch 1970 | loss: 0.0312281 | val_loss: 0.0312291 | Time: 1983.08 ms [2022-04-19 10:12:02 main:574] : INFO : Epoch 1971 | loss: 0.0312272 | val_loss: 0.0312267 | Time: 2005.69 ms [2022-04-19 10:12:04 main:574] : INFO : Epoch 1972 | loss: 0.0312273 | val_loss: 0.0312267 | Time: 1980.75 ms [2022-04-19 10:12:06 main:574] : INFO : Epoch 1973 | loss: 0.0312263 | val_loss: 0.0312266 | Time: 1957.35 ms [2022-04-19 10:12:08 main:574] : INFO : Epoch 1974 | loss: 0.0312263 | val_loss: 0.0312265 | Time: 1982.07 ms [2022-04-19 10:12:10 main:574] : INFO : Epoch 1975 | loss: 0.0312262 | val_loss: 0.0312275 | Time: 1999.6 ms [2022-04-19 10:12:12 main:574] : INFO : Epoch 1976 | loss: 0.0312274 | val_loss: 0.0312264 | Time: 1979.71 ms [2022-04-19 10:12:14 main:574] : INFO : Epoch 1977 | loss: 0.0312269 | val_loss: 0.0312275 | Time: 1973.21 ms [2022-04-19 10:12:16 main:574] : INFO : Epoch 1978 | loss: 0.0312266 | val_loss: 0.0312265 | Time: 1991.92 ms [2022-04-19 10:12:18 main:574] : INFO : Epoch 1979 | loss: 0.0312266 | val_loss: 0.0312267 | Time: 1992.66 ms [2022-04-19 10:12:20 main:574] : INFO : Epoch 1980 | loss: 0.0312264 | val_loss: 0.0312268 | Time: 1981.28 ms [2022-04-19 10:12:22 main:574] : INFO : Epoch 1981 | loss: 0.0312267 | val_loss: 0.031228 | Time: 2003.13 ms [2022-04-19 10:12:24 main:574] : INFO : Epoch 1982 | loss: 0.0312267 | val_loss: 0.0312265 | Time: 1944.74 ms [2022-04-19 10:12:26 main:574] : INFO : Epoch 1983 | loss: 0.0312276 | val_loss: 0.0312265 | Time: 2009.7 ms [2022-04-19 10:12:28 main:574] : INFO : Epoch 1984 | loss: 0.0312259 | val_loss: 0.0312269 | Time: 1990.41 ms [2022-04-19 10:12:30 main:574] : INFO : Epoch 1985 | loss: 0.0312263 | val_loss: 0.0312291 | Time: 1988.36 ms [2022-04-19 10:12:32 main:574] : INFO : Epoch 1986 | loss: 0.0312276 | val_loss: 0.0312312 | Time: 2055.21 ms [2022-04-19 10:12:34 main:574] : INFO : Epoch 1987 | loss: 0.0312291 | val_loss: 0.0312264 | Time: 1995.8 ms [2022-04-19 10:12:36 main:574] : INFO : Epoch 1988 | loss: 0.0312261 | val_loss: 0.0312267 | Time: 1977.31 ms [2022-04-19 10:12:39 main:574] : INFO : Epoch 1989 | loss: 0.0312269 | val_loss: 0.0312289 | Time: 2028.25 ms [2022-04-19 10:12:41 main:574] : INFO : Epoch 1990 | loss: 0.0312279 | val_loss: 0.0312265 | Time: 2001.76 ms [2022-04-19 10:12:43 main:574] : INFO : Epoch 1991 | loss: 0.0312263 | val_loss: 0.0312263 | Time: 2033.25 ms [2022-04-19 10:12:45 main:574] : INFO : Epoch 1992 | loss: 0.0312269 | val_loss: 0.0312282 | Time: 2016.56 ms [2022-04-19 10:12:47 main:574] : INFO : Epoch 1993 | loss: 0.0312269 | val_loss: 0.0312271 | Time: 2000.67 ms [2022-04-19 10:12:49 main:574] : INFO : Epoch 1994 | loss: 0.0312259 | val_loss: 0.0312282 | Time: 2036.26 ms [2022-04-19 10:12:51 main:574] : INFO : Epoch 1995 | loss: 0.0312259 | val_loss: 0.03123 | Time: 2033 ms [2022-04-19 10:12:53 main:574] : INFO : Epoch 1996 | loss: 0.0312266 | val_loss: 0.0312269 | Time: 2014.51 ms [2022-04-19 10:12:55 main:574] : INFO : Epoch 1997 | loss: 0.0312256 | val_loss: 0.0312262 | Time: 2011.29 ms [2022-04-19 10:12:57 main:574] : INFO : Epoch 1998 | loss: 0.0312252 | val_loss: 0.0312269 | Time: 2036.05 ms [2022-04-19 10:12:59 main:574] : INFO : Epoch 1999 | loss: 0.0312259 | val_loss: 0.0312258 | Time: 2002.45 ms [2022-04-19 10:13:01 main:574] : INFO : Epoch 2000 | loss: 0.0312255 | val_loss: 0.0312286 | Time: 2041.53 ms [2022-04-19 10:13:03 main:574] : INFO : Epoch 2001 | loss: 0.0312264 | val_loss: 0.0312266 | Time: 2017.65 ms [2022-04-19 10:13:05 main:574] : INFO : Epoch 2002 | loss: 0.0312255 | val_loss: 0.0312269 | Time: 2063.14 ms [2022-04-19 10:13:07 main:574] : INFO : Epoch 2003 | loss: 0.0312253 | val_loss: 0.0312265 | Time: 2038.03 ms [2022-04-19 10:13:09 main:574] : INFO : Epoch 2004 | loss: 0.0312253 | val_loss: 0.0312261 | Time: 2049.82 ms [2022-04-19 10:13:11 main:574] : INFO : Epoch 2005 | loss: 0.0312252 | val_loss: 0.0312268 | Time: 2015.88 ms [2022-04-19 10:13:14 main:574] : INFO : Epoch 2006 | loss: 0.031227 | val_loss: 0.031228 | Time: 2031.9 ms [2022-04-19 10:13:16 main:574] : INFO : Epoch 2007 | loss: 0.0312288 | val_loss: 0.0312306 | Time: 2018.9 ms [2022-04-19 10:13:18 main:574] : INFO : Epoch 2008 | loss: 0.031226 | val_loss: 0.0312273 | Time: 2011.85 ms [2022-04-19 10:13:20 main:574] : INFO : Epoch 2009 | loss: 0.031226 | val_loss: 0.0312266 | Time: 2007.45 ms [2022-04-19 10:13:22 main:574] : INFO : Epoch 2010 | loss: 0.0312266 | val_loss: 0.0312281 | Time: 2024.1 ms [2022-04-19 10:13:24 main:574] : INFO : Epoch 2011 | loss: 0.0312253 | val_loss: 0.0312256 | Time: 2024.08 ms [2022-04-19 10:13:26 main:574] : INFO : Epoch 2012 | loss: 0.0312251 | val_loss: 0.0312257 | Time: 1990.48 ms [2022-04-19 10:13:28 main:574] : INFO : Epoch 2013 | loss: 0.0312248 | val_loss: 0.0312256 | Time: 1983.55 ms [2022-04-19 10:13:30 main:574] : INFO : Epoch 2014 | loss: 0.0312251 | val_loss: 0.0312256 | Time: 2000.56 ms [2022-04-19 10:13:32 main:574] : INFO : Epoch 2015 | loss: 0.0312251 | val_loss: 0.0312257 | Time: 1985.97 ms [2022-04-19 10:13:34 main:574] : INFO : Epoch 2016 | loss: 0.0312246 | val_loss: 0.0312264 | Time: 2021.27 ms [2022-04-19 10:13:36 main:574] : INFO : Epoch 2017 | loss: 0.0312249 | val_loss: 0.0312259 | Time: 2025.08 ms [2022-04-19 10:13:38 main:574] : INFO : Epoch 2018 | loss: 0.0312251 | val_loss: 0.0312273 | Time: 2001.74 ms [2022-04-19 10:13:40 main:574] : INFO : Epoch 2019 | loss: 0.0312248 | val_loss: 0.0312262 | Time: 2018.05 ms [2022-04-19 10:13:42 main:574] : INFO : Epoch 2020 | loss: 0.0312251 | val_loss: 0.0312255 | Time: 2010.75 ms [2022-04-19 10:13:44 main:574] : INFO : Epoch 2021 | loss: 0.0312245 | val_loss: 0.0312258 | Time: 1971.35 ms [2022-04-19 10:13:46 main:574] : INFO : Epoch 2022 | loss: 0.0312243 | val_loss: 0.0312259 | Time: 2009.38 ms [2022-04-19 10:13:48 main:574] : INFO : Epoch 2023 | loss: 0.0312246 | val_loss: 0.0312255 | Time: 2051.27 ms [2022-04-19 10:13:50 main:574] : INFO : Epoch 2024 | loss: 0.0312246 | val_loss: 0.0312258 | Time: 2021.25 ms [2022-04-19 10:13:52 main:574] : INFO : Epoch 2025 | loss: 0.0312245 | val_loss: 0.0312266 | Time: 2009.33 ms [2022-04-19 10:13:54 main:574] : INFO : Epoch 2026 | loss: 0.0312256 | val_loss: 0.031226 | Time: 2031.78 ms [2022-04-19 10:13:56 main:574] : INFO : Epoch 2027 | loss: 0.0312258 | val_loss: 0.0312309 | Time: 1995.62 ms [2022-04-19 10:13:58 main:574] : INFO : Epoch 2028 | loss: 0.0312273 | val_loss: 0.0312261 | Time: 1995.89 ms [2022-04-19 10:14:00 main:574] : INFO : Epoch 2029 | loss: 0.0312253 | val_loss: 0.0312252 | Time: 1985.17 ms [2022-04-19 10:14:02 main:574] : INFO : Epoch 2030 | loss: 0.0312244 | val_loss: 0.0312255 | Time: 2002.32 ms [2022-04-19 10:14:04 main:574] : INFO : Epoch 2031 | loss: 0.0312249 | val_loss: 0.0312259 | Time: 2032 ms [2022-04-19 10:14:06 main:574] : INFO : Epoch 2032 | loss: 0.031225 | val_loss: 0.0312258 | Time: 1971.33 ms [2022-04-19 10:14:08 main:574] : INFO : Epoch 2033 | loss: 0.0312254 | val_loss: 0.0312256 | Time: 2032.53 ms [2022-04-19 10:14:10 main:574] : INFO : Epoch 2034 | loss: 0.0312266 | val_loss: 0.0312258 | Time: 1973.36 ms [2022-04-19 10:14:12 main:574] : INFO : Epoch 2035 | loss: 0.0312254 | val_loss: 0.031227 | Time: 2006.93 ms [2022-04-19 10:14:15 main:574] : INFO : Epoch 2036 | loss: 0.0312248 | val_loss: 0.0312252 | Time: 1996.47 ms [2022-04-19 10:14:17 main:574] : INFO : Epoch 2037 | loss: 0.0312246 | val_loss: 0.0312253 | Time: 2027.46 ms [2022-04-19 10:14:19 main:574] : INFO : Epoch 2038 | loss: 0.0312243 | val_loss: 0.0312281 | Time: 1997.99 ms [2022-04-19 10:14:21 main:574] : INFO : Epoch 2039 | loss: 0.0312252 | val_loss: 0.031226 | Time: 2018.59 ms [2022-04-19 10:14:23 main:574] : INFO : Epoch 2040 | loss: 0.0312241 | val_loss: 0.0312263 | Time: 2030.02 ms [2022-04-19 10:14:25 main:574] : INFO : Epoch 2041 | loss: 0.0312249 | val_loss: 0.0312251 | Time: 2009.53 ms [2022-04-19 10:14:27 main:574] : INFO : Epoch 2042 | loss: 0.0312248 | val_loss: 0.0312269 | Time: 2011.39 ms [2022-04-19 10:14:29 main:574] : INFO : Epoch 2043 | loss: 0.0312239 | val_loss: 0.031225 | Time: 2004.68 ms [2022-04-19 10:14:31 main:574] : INFO : Epoch 2044 | loss: 0.031224 | val_loss: 0.0312255 | Time: 1995.28 ms [2022-04-19 10:14:33 main:574] : INFO : Epoch 2045 | loss: 0.0312245 | val_loss: 0.0312253 | Time: 2013.32 ms [2022-04-19 10:14:35 main:574] : INFO : Epoch 2046 | loss: 0.0312247 | val_loss: 0.0312256 | Time: 2015.92 ms [2022-04-19 10:14:37 main:574] : INFO : Epoch 2047 | loss: 0.031225 | val_loss: 0.0312269 | Time: 1996.05 ms [2022-04-19 10:14:39 main:574] : INFO : Epoch 2048 | loss: 0.0312245 | val_loss: 0.0312252 | Time: 2005.55 ms [2022-04-19 10:14:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312252 [2022-04-19 10:14:39 main:603] : INFO : Saving end state to config to file [2022-04-19 10:14:39 main:608] : INFO : Success, exiting.. 10:14:39 (21420): 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)