Task 14077921
| Name | ParityModified-1647040569-20271-3-0_0 |
| Workunit | 11147075 |
| Created | 30 Mar 2022, 5:05:35 UTC |
| Sent | 3 Apr 2022, 10:29:20 UTC |
| Report deadline | 11 Apr 2022, 10:29:20 UTC |
| Received | 4 Apr 2022, 14:36:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 1 hours 6 min 32 sec |
| CPU time | 1 hours 6 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.55 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 19:53 main:581] : INFO : Epoch 1538 | loss: 0.0312357 | val_loss: 0.0312317 | Time: 1908.22 ms [2022-04-04 16:19:55 main:581] : INFO : Epoch 1539 | loss: 0.0312359 | val_loss: 0.0312331 | Time: 1920.3 ms [2022-04-04 16:19:57 main:581] : INFO : Epoch 1540 | loss: 0.0312364 | val_loss: 0.0312313 | Time: 1933.32 ms [2022-04-04 16:19:59 main:581] : INFO : Epoch 1541 | loss: 0.0312347 | val_loss: 0.0312311 | Time: 1951.91 ms [2022-04-04 16:20:01 main:581] : INFO : Epoch 1542 | loss: 0.031238 | val_loss: 0.0312343 | Time: 1947.01 ms [2022-04-04 16:20:03 main:581] : INFO : Epoch 1543 | loss: 0.0312365 | val_loss: 0.0312311 | Time: 1900.87 ms [2022-04-04 16:20:04 main:581] : INFO : Epoch 1544 | loss: 0.0312368 | val_loss: 0.031232 | Time: 1928.22 ms [2022-04-04 16:20:06 main:581] : INFO : Epoch 1545 | loss: 0.0312344 | val_loss: 0.0312321 | Time: 1926.24 ms [2022-04-04 16:20:08 main:581] : INFO : Epoch 1546 | loss: 0.0312336 | val_loss: 0.0312317 | Time: 1923.68 ms [2022-04-04 16:20:10 main:581] : INFO : Epoch 1547 | loss: 0.0312344 | val_loss: 0.0312323 | Time: 1909.15 ms [2022-04-04 16:20:12 main:581] : INFO : Epoch 1548 | loss: 0.0312339 | val_loss: 0.0312339 | Time: 1911.15 ms [2022-04-04 16:20:14 main:581] : INFO : Epoch 1549 | loss: 0.0312354 | val_loss: 0.0312339 | Time: 1979.98 ms [2022-04-04 16:20:16 main:581] : INFO : Epoch 1550 | loss: 0.0312344 | val_loss: 0.0312376 | Time: 1915.21 ms [2022-04-04 16:20:18 main:581] : INFO : Epoch 1551 | loss: 0.0312356 | val_loss: 0.0312353 | Time: 1914.06 ms [2022-04-04 16:20:20 main:581] : INFO : Epoch 1552 | loss: 0.0312338 | val_loss: 0.0312312 | Time: 2018.27 ms [2022-04-04 16:20:22 main:581] : INFO : Epoch 1553 | loss: 0.0312357 | val_loss: 0.0312347 | Time: 1997.9 ms [2022-04-04 16:20:24 main:581] : INFO : Epoch 1554 | loss: 0.0312372 | val_loss: 0.0312419 | Time: 2086.38 ms [2022-04-04 16:20:26 main:581] : INFO : Epoch 1555 | loss: 0.0312349 | val_loss: 0.0312327 | Time: 2086.53 ms [2022-04-04 16:20:28 main:581] : INFO : Epoch 1556 | loss: 0.0312347 | val_loss: 0.0312308 | Time: 2113.97 ms [2022-04-04 16:20:30 main:581] : INFO : Epoch 1557 | loss: 0.0312332 | val_loss: 0.0312311 | Time: 2154.17 ms [2022-04-04 16:20:33 main:581] : INFO : Epoch 1558 | loss: 0.0312345 | val_loss: 0.0312319 | Time: 2170.28 ms [2022-04-04 16:20:35 main:581] : INFO : Epoch 1559 | loss: 0.0312352 | val_loss: 0.0312313 | Time: 2077.79 ms [2022-04-04 16:20:37 main:581] : INFO : Epoch 1560 | loss: 0.0312332 | val_loss: 0.0312313 | Time: 1972.08 ms [2022-04-04 16:20:39 main:581] : INFO : Epoch 1561 | loss: 0.0312345 | val_loss: 0.0312329 | Time: 2007.63 ms [2022-04-04 16:20:41 main:581] : INFO : Epoch 1562 | loss: 0.0312333 | val_loss: 0.0312314 | Time: 2003.77 ms [2022-04-04 16:20:43 main:581] : INFO : Epoch 1563 | loss: 0.0312336 | val_loss: 0.03123 | Time: 1994.49 ms [2022-04-04 16:20:45 main:581] : INFO : Epoch 1564 | loss: 0.0312354 | val_loss: 0.031242 | Time: 1899.21 ms [2022-04-04 16:20:46 main:581] : INFO : Epoch 1565 | loss: 0.0312371 | val_loss: 0.031232 | Time: 1923.97 ms [2022-04-04 16:20:48 main:581] : INFO : Epoch 1566 | loss: 0.031236 | val_loss: 0.031233 | Time: 2005.55 ms [2022-04-04 16:20:50 main:581] : INFO : Epoch 1567 | loss: 0.0312332 | val_loss: 0.031233 | Time: 1921.58 ms [2022-04-04 16:20:52 main:581] : INFO : Epoch 1568 | loss: 0.0312345 | val_loss: 0.0312329 | Time: 1913.45 ms [2022-04-04 16:20:54 main:581] : INFO : Epoch 1569 | loss: 0.0312334 | val_loss: 0.0312365 | Time: 1905.72 ms [2022-04-04 16:20:56 main:581] : INFO : Epoch 1570 | loss: 0.0312361 | val_loss: 0.0312366 | Time: 1897.69 ms [2022-04-04 16:20:58 main:581] : INFO : Epoch 1571 | loss: 0.0312368 | val_loss: 0.0312331 | Time: 1924.49 ms [2022-04-04 16:21:00 main:581] : INFO : Epoch 1572 | loss: 0.0312341 | val_loss: 0.0312314 | Time: 1916.04 ms [2022-04-04 16:21:02 main:581] : INFO : Epoch 1573 | loss: 0.0312344 | val_loss: 0.0312326 | Time: 1905.63 ms [2022-04-04 16:21:04 main:581] : INFO : Epoch 1574 | loss: 0.0312345 | val_loss: 0.031233 | Time: 1917.83 ms [2022-04-04 16:21:06 main:581] : INFO : Epoch 1575 | loss: 0.0312336 | val_loss: 0.0312312 | Time: 1923.27 ms [2022-04-04 16:21:08 main:581] : INFO : Epoch 1576 | loss: 0.0312333 | val_loss: 0.0312311 | Time: 1911.66 ms [2022-04-04 16:21:10 main:581] : INFO : Epoch 1577 | loss: 0.0312339 | val_loss: 0.0312339 | Time: 1968.05 ms [2022-04-04 16:21:12 main:581] : INFO : Epoch 1578 | loss: 0.0312337 | val_loss: 0.0312317 | Time: 1948.53 ms [2022-04-04 16:21:14 main:581] : INFO : Epoch 1579 | loss: 0.031234 | val_loss: 0.0312304 | Time: 1988.18 ms [2022-04-04 16:21:16 main:581] : INFO : Epoch 1580 | loss: 0.0312343 | val_loss: 0.0312309 | Time: 2008.56 ms [2022-04-04 16:21:18 main:581] : INFO : Epoch 1581 | loss: 0.0312339 | val_loss: 0.0312334 | Time: 2166.08 ms [2022-04-04 16:21:20 main:581] : INFO : Epoch 1582 | loss: 0.0312341 | val_loss: 0.0312311 | Time: 1884.16 ms [2022-04-04 16:21:21 main:581] : INFO : Epoch 1583 | loss: 0.031234 | val_loss: 0.0312327 | Time: 1893.95 ms [2022-04-04 16:21:23 main:581] : INFO : Epoch 1584 | loss: 0.031235 | val_loss: 0.0312311 | Time: 1903.84 ms [2022-04-04 16:21:25 main:581] : INFO : Epoch 1585 | loss: 0.0312337 | val_loss: 0.0312317 | Time: 1914.2 ms [2022-04-04 16:21:27 main:581] : INFO : Epoch 1586 | loss: 0.0312337 | val_loss: 0.0312301 | Time: 2000.37 ms [2022-04-04 16:21:29 main:581] : INFO : Epoch 1587 | loss: 0.0312335 | val_loss: 0.0312367 | Time: 1980.53 ms [2022-04-04 16:21:31 main:581] : INFO : Epoch 1588 | loss: 0.0312352 | val_loss: 0.0312334 | Time: 1913.74 ms [2022-04-04 16:21:33 main:581] : INFO : Epoch 1589 | loss: 0.0312341 | val_loss: 0.0312303 | Time: 2072.67 ms [2022-04-04 16:21:35 main:581] : INFO : Epoch 1590 | loss: 0.0312356 | val_loss: 0.0312319 | Time: 2125.61 ms [2022-04-04 16:21:38 main:581] : INFO : Epoch 1591 | loss: 0.0312343 | val_loss: 0.031235 | Time: 2166.09 ms [2022-04-04 16:21:40 main:581] : INFO : Epoch 1592 | loss: 0.0312345 | val_loss: 0.0312325 | Time: 2170.39 ms [2022-04-04 16:21:42 main:581] : INFO : Epoch 1593 | loss: 0.0312334 | val_loss: 0.0312316 | Time: 2118.02 ms [2022-04-04 16:21:44 main:581] : INFO : Epoch 1594 | loss: 0.0312351 | val_loss: 0.0312314 | Time: 2131.29 ms [2022-04-04 16:21:46 main:581] : INFO : Epoch 1595 | loss: 0.031235 | val_loss: 0.0312319 | Time: 2001.99 ms [2022-04-04 16:21:48 main:581] : INFO : Epoch 1596 | loss: 0.0312329 | val_loss: 0.0312302 | Time: 2012.46 ms [2022-04-04 16:21:50 main:581] : INFO : Epoch 1597 | loss: 0.0312331 | val_loss: 0.0312309 | Time: 1959.87 ms [2022-04-04 16:21:52 main:581] : INFO : Epoch 1598 | loss: 0.0312338 | val_loss: 0.0312343 | Time: 1993.07 ms [2022-04-04 16:21:54 main:581] : INFO : Epoch 1599 | loss: 0.0312346 | val_loss: 0.0312329 | Time: 2001.1 ms [2022-04-04 16:21:56 main:581] : INFO : Epoch 1600 | loss: 0.0312339 | val_loss: 0.0312357 | Time: 1930.18 ms [2022-04-04 16:21:58 main:581] : INFO : Epoch 1601 | loss: 0.0312346 | val_loss: 0.0312382 | Time: 1898.41 ms [2022-04-04 16:22:00 main:581] : INFO : Epoch 1602 | loss: 0.0312368 | val_loss: 0.0312357 | Time: 2016.57 ms [2022-04-04 16:22:02 main:581] : INFO : Epoch 1603 | loss: 0.0312351 | val_loss: 0.031238 | Time: 1898.25 ms [2022-04-04 16:22:04 main:581] : INFO : Epoch 1604 | loss: 0.0312374 | val_loss: 0.0312331 | Time: 1917.55 ms [2022-04-04 16:22:06 main:581] : INFO : Epoch 1605 | loss: 0.0312347 | val_loss: 0.0312323 | Time: 1902.88 ms [2022-04-04 16:22:07 main:581] : INFO : Epoch 1606 | loss: 0.0312345 | val_loss: 0.0312313 | Time: 1897.06 ms [2022-04-04 16:22:09 main:581] : INFO : Epoch 1607 | loss: 0.0312337 | val_loss: 0.0312303 | Time: 1908.82 ms [2022-04-04 16:22:11 main:581] : INFO : Epoch 1608 | loss: 0.0312341 | val_loss: 0.0312311 | Time: 1934.14 ms [2022-04-04 16:22:13 main:581] : INFO : Epoch 1609 | loss: 0.0312344 | val_loss: 0.0312314 | Time: 1921.59 ms [2022-04-04 16:22:15 main:581] : INFO : Epoch 1610 | loss: 0.031235 | val_loss: 0.0312321 | Time: 1909.47 ms [2022-04-04 16:22:17 main:581] : INFO : Epoch 1611 | loss: 0.0312342 | val_loss: 0.0312326 | Time: 1908.81 ms [2022-04-04 16:22:19 main:581] : INFO : Epoch 1612 | loss: 0.0312343 | val_loss: 0.0312308 | Time: 1902.1 ms [2022-04-04 16:22:21 main:581] : INFO : Epoch 1613 | loss: 0.0312333 | val_loss: 0.0312302 | Time: 1927.56 ms [2022-04-04 16:22:23 main:581] : INFO : Epoch 1614 | loss: 0.0312348 | val_loss: 0.0312303 | Time: 1909.03 ms [2022-04-04 16:22:25 main:581] : INFO : Epoch 1615 | loss: 0.031234 | val_loss: 0.0312309 | Time: 1905.39 ms [2022-04-04 16:22:27 main:581] : INFO : Epoch 1616 | loss: 0.0312351 | val_loss: 0.0312307 | Time: 1906.14 ms [2022-04-04 16:22:28 main:581] : INFO : Epoch 1617 | loss: 0.0312346 | val_loss: 0.0312298 | Time: 1907.02 ms [2022-04-04 16:22:30 main:581] : INFO : Epoch 1618 | loss: 0.0312354 | val_loss: 0.0312323 | Time: 1920.27 ms [2022-04-04 16:22:32 main:581] : INFO : Epoch 1619 | loss: 0.0312338 | val_loss: 0.0312295 | Time: 1910 ms [2022-04-04 16:22:34 main:581] : INFO : Epoch 1620 | loss: 0.0312338 | val_loss: 0.0312316 | Time: 1952.13 ms [2022-04-04 16:22:36 main:581] : INFO : Epoch 1621 | loss: 0.0312353 | val_loss: 0.0312322 | Time: 2009.64 ms [2022-04-04 16:22:38 main:581] : INFO : Epoch 1622 | loss: 0.0312345 | val_loss: 0.0312303 | Time: 2011.31 ms [2022-04-04 16:22:40 main:581] : INFO : Epoch 1623 | loss: 0.0312344 | val_loss: 0.0312343 | Time: 1931.87 ms [2022-04-04 16:22:42 main:581] : INFO : Epoch 1624 | loss: 0.0312355 | val_loss: 0.031231 | Time: 1921.58 ms [2022-04-04 16:22:44 main:581] : INFO : Epoch 1625 | loss: 0.0312367 | val_loss: 0.031231 | Time: 1921.92 ms [2022-04-04 16:22:46 main:581] : INFO : Epoch 1626 | loss: 0.0312343 | val_loss: 0.031232 | Time: 1899.79 ms [2022-04-04 16:22:48 main:581] : INFO : Epoch 1627 | loss: 0.0312355 | val_loss: 0.0312308 | Time: 1898.52 ms [2022-04-04 16:22:50 main:581] : INFO : Epoch 1628 | loss: 0.031234 | val_loss: 0.0312308 | Time: 1981.31 ms [2022-04-04 16:22:52 main:581] : INFO : Epoch 1629 | loss: 0.0312396 | val_loss: 0.031234 | Time: 1995.83 ms [2022-04-04 16:22:54 main:581] : INFO : Epoch 1630 | loss: 0.0312348 | val_loss: 0.0312321 | Time: 2008.53 ms [2022-04-04 16:22:56 main:581] : INFO : Epoch 1631 | loss: 0.0312337 | val_loss: 0.0312308 | Time: 1997.13 ms [2022-04-04 16:22:58 main:581] : INFO : Epoch 1632 | loss: 0.0312334 | val_loss: 0.0312342 | Time: 2006.2 ms [2022-04-04 16:23:00 main:581] : INFO : Epoch 1633 | loss: 0.0312336 | val_loss: 0.0312294 | Time: 1951.95 ms [2022-04-04 16:23:02 main:581] : INFO : Epoch 1634 | loss: 0.0312328 | val_loss: 0.0312292 | Time: 1902.94 ms [2022-04-04 16:23:04 main:581] : INFO : Epoch 1635 | loss: 0.0312341 | val_loss: 0.03123 | Time: 1904.2 ms [2022-04-04 16:23:06 main:581] : INFO : Epoch 1636 | loss: 0.0312339 | val_loss: 0.0312379 | Time: 1937.13 ms [2022-04-04 16:23:07 main:581] : INFO : Epoch 1637 | loss: 0.0312364 | val_loss: 0.0312313 | Time: 1920.97 ms [2022-04-04 16:23:09 main:581] : INFO : Epoch 1638 | loss: 0.031236 | val_loss: 0.0312357 | Time: 1931.36 ms [2022-04-04 16:23:11 main:581] : INFO : Epoch 1639 | loss: 0.0312337 | val_loss: 0.0312313 | Time: 1925.52 ms [2022-04-04 16:23:13 main:581] : INFO : Epoch 1640 | loss: 0.0312339 | val_loss: 0.0312305 | Time: 1920.24 ms [2022-04-04 16:23:15 main:581] : INFO : Epoch 1641 | loss: 0.0312347 | val_loss: 0.0312325 | Time: 1924.26 ms [2022-04-04 16:23:17 main:581] : INFO : Epoch 1642 | loss: 0.031234 | val_loss: 0.03123 | Time: 1962.5 ms [2022-04-04 16:23:19 main:581] : INFO : Epoch 1643 | loss: 0.0312347 | val_loss: 0.0312307 | Time: 1919.98 ms [2022-04-04 16:23:21 main:581] : INFO : Epoch 1644 | loss: 0.0312357 | val_loss: 0.0312323 | Time: 1924.94 ms [2022-04-04 16:23:23 main:581] : INFO : Epoch 1645 | loss: 0.0312351 | val_loss: 0.0312314 | Time: 1904.18 ms [2022-04-04 16:23:25 main:581] : INFO : Epoch 1646 | loss: 0.0312381 | val_loss: 0.0312325 | Time: 1916.23 ms [2022-04-04 16:23:27 main:581] : INFO : Epoch 1647 | loss: 0.0312357 | val_loss: 0.0312318 | Time: 1920.84 ms [2022-04-04 16:23:29 main:581] : INFO : Epoch 1648 | loss: 0.0312337 | val_loss: 0.0312323 | Time: 1931.32 ms [2022-04-04 16:23:31 main:581] : INFO : Epoch 1649 | loss: 0.0312383 | val_loss: 0.0312342 | Time: 1921.66 ms [2022-04-04 16:23:32 main:581] : INFO : Epoch 1650 | loss: 0.0312367 | val_loss: 0.0312329 | Time: 1912.69 ms [2022-04-04 16:23:34 main:581] : INFO : Epoch 1651 | loss: 0.0312353 | val_loss: 0.0312314 | Time: 1908.74 ms [2022-04-04 16:23:36 main:581] : INFO : Epoch 1652 | loss: 0.0312344 | val_loss: 0.0312365 | Time: 1909.13 ms [2022-04-04 16:23:38 main:581] : INFO : Epoch 1653 | loss: 0.0312384 | val_loss: 0.0312337 | Time: 1931.65 ms [2022-04-04 16:23:40 main:581] : INFO : Epoch 1654 | loss: 0.0312347 | val_loss: 0.0312307 | Time: 1921.28 ms [2022-04-04 16:23:42 main:581] : INFO : Epoch 1655 | loss: 0.0312341 | val_loss: 0.0312353 | Time: 1915.39 ms [2022-04-04 16:23:44 main:581] : INFO : Epoch 1656 | loss: 0.0312339 | val_loss: 0.0312299 | Time: 1926.95 ms [2022-04-04 16:23:46 main:581] : INFO : Epoch 1657 | loss: 0.031237 | val_loss: 0.0312449 | Time: 1909.76 ms [2022-04-04 16:23:48 main:581] : INFO : Epoch 1658 | loss: 0.0312383 | val_loss: 0.0312324 | Time: 1907.16 ms [2022-04-04 16:23:50 main:581] : INFO : Epoch 1659 | loss: 0.0312333 | val_loss: 0.0312304 | Time: 1907.64 ms [2022-04-04 16:23:52 main:581] : INFO : Epoch 1660 | loss: 0.0312335 | val_loss: 0.0312318 | Time: 1905.71 ms [2022-04-04 16:23:54 main:581] : INFO : Epoch 1661 | loss: 0.0312336 | val_loss: 0.0312297 | Time: 1914.79 ms [2022-04-04 16:23:55 main:581] : INFO : Epoch 1662 | loss: 0.0312334 | val_loss: 0.0312297 | Time: 1926.42 ms [2022-04-04 16:23:57 main:581] : INFO : Epoch 1663 | loss: 0.0312344 | val_loss: 0.0312296 | Time: 1925.63 ms [2022-04-04 16:23:59 main:581] : INFO : Epoch 1664 | loss: 0.031233 | val_loss: 0.0312298 | Time: 1922.13 ms [2022-04-04 16:24:01 main:581] : INFO : Epoch 1665 | loss: 0.0312335 | val_loss: 0.0312325 | Time: 1913.44 ms [2022-04-04 16:24:03 main:581] : INFO : Epoch 1666 | loss: 0.031235 | val_loss: 0.0312324 | Time: 1928.6 ms [2022-04-04 16:24:05 main:581] : INFO : Epoch 1667 | loss: 0.0312338 | val_loss: 0.0312294 | Time: 1923.79 ms [2022-04-04 16:24:07 main:581] : INFO : Epoch 1668 | loss: 0.0312329 | val_loss: 0.0312301 | Time: 1915.29 ms [2022-04-04 16:24:09 main:581] : INFO : Epoch 1669 | loss: 0.0312342 | val_loss: 0.0312317 | Time: 1912.86 ms [2022-04-04 16:24:11 main:581] : INFO : Epoch 1670 | loss: 0.0312361 | val_loss: 0.0312311 | Time: 2031.51 ms [2022-04-04 16:24:13 main:581] : INFO : Epoch 1671 | loss: 0.0312353 | val_loss: 0.0312307 | Time: 2066.51 ms [2022-04-04 16:24:15 main:581] : INFO : Epoch 1672 | loss: 0.031233 | val_loss: 0.0312299 | Time: 1906.62 ms [2022-04-04 16:24:17 main:581] : INFO : Epoch 1673 | loss: 0.031235 | val_loss: 0.0312352 | Time: 1932.74 ms [2022-04-04 16:24:19 main:581] : INFO : Epoch 1674 | loss: 0.0312363 | val_loss: 0.0312349 | Time: 1933.45 ms [2022-04-04 16:24:21 main:581] : INFO : Epoch 1675 | loss: 0.0312335 | val_loss: 0.0312314 | Time: 1930.4 ms [2022-04-04 16:24:23 main:581] : INFO : Epoch 1676 | loss: 0.0312343 | val_loss: 0.0312308 | Time: 1924.09 ms [2022-04-04 16:24:25 main:581] : INFO : Epoch 1677 | loss: 0.031234 | val_loss: 0.0312322 | Time: 1925.15 ms [2022-04-04 16:24:26 main:581] : INFO : Epoch 1678 | loss: 0.0312334 | val_loss: 0.0312299 | Time: 1921.8 ms [2022-04-04 16:24:28 main:581] : INFO : Epoch 1679 | loss: 0.0312327 | val_loss: 0.0312297 | Time: 1945.7 ms [2022-04-04 16:24:30 main:581] : INFO : Epoch 1680 | loss: 0.0312328 | val_loss: 0.0312294 | Time: 1911.82 ms [2022-04-04 16:24:32 main:581] : INFO : Epoch 1681 | loss: 0.0312328 | val_loss: 0.0312313 | Time: 1926.52 ms [2022-04-04 16:24:34 main:581] : INFO : Epoch 1682 | loss: 0.0312397 | val_loss: 0.0312329 | Time: 1923.51 ms [2022-04-04 16:24:36 main:581] : INFO : Epoch 1683 | loss: 0.0312346 | val_loss: 0.0312302 | Time: 1922.61 ms [2022-04-04 16:24:38 main:581] : INFO : Epoch 1684 | loss: 0.0312334 | val_loss: 0.0312306 | Time: 1901.68 ms [2022-04-04 16:24:40 main:581] : INFO : Epoch 1685 | loss: 0.0312334 | val_loss: 0.0312325 | Time: 1900.17 ms [2022-04-04 16:24:42 main:581] : INFO : Epoch 1686 | loss: 0.031233 | val_loss: 0.0312284 | Time: 1907.46 ms [2022-04-04 16:24:44 main:581] : INFO : Epoch 1687 | loss: 0.0312334 | val_loss: 0.0312287 | Time: 1944.17 ms [2022-04-04 16:24:46 main:581] : INFO : Epoch 1688 | loss: 0.0312369 | val_loss: 0.0312385 | Time: 1916.31 ms [2022-04-04 16:24:48 main:581] : INFO : Epoch 1689 | loss: 0.0312375 | val_loss: 0.031231 | Time: 1915.86 ms [2022-04-04 16:24:50 main:581] : INFO : Epoch 1690 | loss: 0.0312335 | val_loss: 0.0312308 | Time: 1920.03 ms [2022-04-04 16:24:51 main:581] : INFO : Epoch 1691 | loss: 0.0312326 | val_loss: 0.0312319 | Time: 1916.3 ms [2022-04-04 16:24:53 main:581] : INFO : Epoch 1692 | loss: 0.0312344 | val_loss: 0.0312309 | Time: 1921.05 ms [2022-04-04 16:24:55 main:581] : INFO : Epoch 1693 | loss: 0.0312344 | val_loss: 0.031233 | Time: 1892.71 ms [2022-04-04 16:24:57 main:581] : INFO : Epoch 1694 | loss: 0.0312335 | val_loss: 0.0312317 | Time: 1936.88 ms [2022-04-04 16:24:59 main:581] : INFO : Epoch 1695 | loss: 0.0312341 | val_loss: 0.0312303 | Time: 2008.56 ms [2022-04-04 16:25:01 main:581] : INFO : Epoch 1696 | loss: 0.0312335 | val_loss: 0.0312291 | Time: 2011.5 ms [2022-04-04 16:25:03 main:581] : INFO : Epoch 1697 | loss: 0.0312354 | val_loss: 0.0312357 | Time: 1926.94 ms [2022-04-04 16:25:05 main:581] : INFO : Epoch 1698 | loss: 0.0312343 | val_loss: 0.031229 | Time: 2018.76 ms [2022-04-04 16:25:07 main:581] : INFO : Epoch 1699 | loss: 0.0312327 | val_loss: 0.0312289 | Time: 1983.56 ms [2022-04-04 16:25:09 main:581] : INFO : Epoch 1700 | loss: 0.0312328 | val_loss: 0.0312296 | Time: 1916.53 ms [2022-04-04 16:25:11 main:581] : INFO : Epoch 1701 | loss: 0.0312341 | val_loss: 0.0312291 | Time: 1912.93 ms [2022-04-04 16:25:13 main:581] : INFO : Epoch 1702 | loss: 0.0312331 | val_loss: 0.0312287 | Time: 1926.57 ms [2022-04-04 16:25:15 main:581] : INFO : Epoch 1703 | loss: 0.0312331 | val_loss: 0.031229 | Time: 1929.07 ms [2022-04-04 16:25:17 main:581] : INFO : Epoch 1704 | loss: 0.0312327 | val_loss: 0.0312296 | Time: 1913.17 ms [2022-04-04 16:25:19 main:581] : INFO : Epoch 1705 | loss: 0.0312323 | val_loss: 0.0312332 | Time: 1932.93 ms [2022-04-04 16:25:21 main:581] : INFO : Epoch 1706 | loss: 0.0312338 | val_loss: 0.0312297 | Time: 1920.11 ms [2022-04-04 16:25:23 main:581] : INFO : Epoch 1707 | loss: 0.0312327 | val_loss: 0.0312341 | Time: 1905.76 ms [2022-04-04 16:25:24 main:581] : INFO : Epoch 1708 | loss: 0.0312355 | val_loss: 0.0312301 | Time: 1937.38 ms [2022-04-04 16:25:26 main:581] : INFO : Epoch 1709 | loss: 0.031234 | val_loss: 0.0312317 | Time: 1952.64 ms [2022-04-04 16:25:28 main:581] : INFO : Epoch 1710 | loss: 0.0312341 | val_loss: 0.0312295 | Time: 1947.38 ms [2022-04-04 16:25:30 main:581] : INFO : Epoch 1711 | loss: 0.0312345 | val_loss: 0.0312295 | Time: 1975.13 ms [2022-04-04 16:25:32 main:581] : INFO : Epoch 1712 | loss: 0.0312335 | val_loss: 0.0312295 | Time: 1922.88 ms [2022-04-04 16:25:34 main:581] : INFO : Epoch 1713 | loss: 0.0312329 | val_loss: 0.0312295 | Time: 1913.94 ms [2022-04-04 16:25:36 main:581] : INFO : Epoch 1714 | loss: 0.0312337 | val_loss: 0.0312366 | Time: 2007.46 ms [2022-04-04 16:25:38 main:581] : INFO : Epoch 1715 | loss: 0.031234 | val_loss: 0.0312304 | Time: 1909.9 ms [2022-04-04 16:25:40 main:581] : INFO : Epoch 1716 | loss: 0.0312368 | val_loss: 0.0312346 | Time: 1934.75 ms [2022-04-04 16:25:42 main:581] : INFO : Epoch 1717 | loss: 0.0312328 | val_loss: 0.0312297 | Time: 1899.27 ms [2022-04-04 16:25:44 main:581] : INFO : Epoch 1718 | loss: 0.0312328 | val_loss: 0.0312342 | Time: 1915.42 ms [2022-04-04 16:25:46 main:581] : INFO : Epoch 1719 | loss: 0.0312363 | val_loss: 0.0312311 | Time: 1897.76 ms [2022-04-04 16:25:48 main:581] : INFO : Epoch 1720 | loss: 0.0312343 | val_loss: 0.0312294 | Time: 1908.61 ms [2022-04-04 16:25:50 main:581] : INFO : Epoch 1721 | loss: 0.0312327 | val_loss: 0.031229 | Time: 1916.15 ms [2022-04-04 16:25:51 main:581] : INFO : Epoch 1722 | loss: 0.0312334 | val_loss: 0.0312288 | Time: 1905.65 ms [2022-04-04 16:25:53 main:581] : INFO : Epoch 1723 | loss: 0.0312335 | val_loss: 0.0312315 | Time: 1902.26 ms [2022-04-04 16:25:55 main:581] : INFO : Epoch 1724 | loss: 0.0312336 | val_loss: 0.0312334 | Time: 1903.8 ms [2022-04-04 16:25:57 main:581] : INFO : Epoch 1725 | loss: 0.0312346 | val_loss: 0.0312297 | Time: 1909.92 ms [2022-04-04 16:25:59 main:581] : INFO : Epoch 1726 | loss: 0.0312335 | val_loss: 0.0312296 | Time: 1911.12 ms [2022-04-04 16:26:01 main:581] : INFO : Epoch 1727 | loss: 0.0312333 | val_loss: 0.0312294 | Time: 1902.74 ms [2022-04-04 16:26:03 main:581] : INFO : Epoch 1728 | loss: 0.0312347 | val_loss: 0.0312328 | Time: 1906.01 ms [2022-04-04 16:26:05 main:581] : INFO : Epoch 1729 | loss: 0.031233 | val_loss: 0.0312299 | Time: 1919.19 ms [2022-04-04 16:26:07 main:581] : INFO : Epoch 1730 | loss: 0.0312341 | val_loss: 0.0312312 | Time: 1924.72 ms [2022-04-04 16:26:09 main:581] : INFO : Epoch 1731 | loss: 0.0312347 | val_loss: 0.0312313 | Time: 1926.66 ms [2022-04-04 16:26:11 main:581] : INFO : Epoch 1732 | loss: 0.0312329 | val_loss: 0.0312286 | Time: 1983.42 ms [2022-04-04 16:26:13 main:581] : INFO : Epoch 1733 | loss: 0.031233 | val_loss: 0.0312355 | Time: 2016.82 ms [2022-04-04 16:26:15 main:581] : INFO : Epoch 1734 | loss: 0.0312331 | val_loss: 0.0312312 | Time: 1996.85 ms [2022-04-04 16:26:17 main:581] : INFO : Epoch 1735 | loss: 0.0312324 | val_loss: 0.031229 | Time: 2001.9 ms [2022-04-04 16:26:19 main:581] : INFO : Epoch 1736 | loss: 0.0312327 | val_loss: 0.0312292 | Time: 1987.74 ms [2022-04-04 16:26:21 main:581] : INFO : Epoch 1737 | loss: 0.0312319 | val_loss: 0.0312286 | Time: 2014.08 ms [2022-04-04 16:26:23 main:581] : INFO : Epoch 1738 | loss: 0.0312337 | val_loss: 0.0312362 | Time: 1937.98 ms [2022-04-04 16:26:25 main:581] : INFO : Epoch 1739 | loss: 0.0312365 | val_loss: 0.0312299 | Time: 1914.65 ms [2022-04-04 16:26:26 main:581] : INFO : Epoch 1740 | loss: 0.0312326 | val_loss: 0.0312299 | Time: 1926.23 ms [2022-04-04 16:26:28 main:581] : INFO : Epoch 1741 | loss: 0.0312324 | val_loss: 0.0312286 | Time: 1903.22 ms [2022-04-04 16:26:30 main:581] : INFO : Epoch 1742 | loss: 0.0312325 | val_loss: 0.0312313 | Time: 1969.74 ms [2022-04-04 16:26:32 main:581] : INFO : Epoch 1743 | loss: 0.0312333 | val_loss: 0.0312307 | Time: 1909.15 ms [2022-04-04 16:26:34 main:581] : INFO : Epoch 1744 | loss: 0.0312344 | val_loss: 0.0312311 | Time: 1894.82 ms [2022-04-04 16:26:36 main:581] : INFO : Epoch 1745 | loss: 0.0312331 | val_loss: 0.0312292 | Time: 1916.07 ms [2022-04-04 16:26:38 main:581] : INFO : Epoch 1746 | loss: 0.0312324 | val_loss: 0.0312294 | Time: 1909.58 ms [2022-04-04 16:26:40 main:581] : INFO : Epoch 1747 | loss: 0.0312343 | val_loss: 0.0312345 | Time: 1915.31 ms [2022-04-04 16:26:42 main:581] : INFO : Epoch 1748 | loss: 0.0312345 | val_loss: 0.03123 | Time: 1895.79 ms [2022-04-04 16:26:44 main:581] : INFO : Epoch 1749 | loss: 0.0312336 | val_loss: 0.0312333 | Time: 1911.03 ms [2022-04-04 16:26:46 main:581] : INFO : Epoch 1750 | loss: 0.0312376 | val_loss: 0.0312308 | Time: 1911.28 ms [2022-04-04 16:26:47 main:581] : INFO : Epoch 1751 | loss: 0.0312353 | val_loss: 0.0312295 | Time: 1890.42 ms [2022-04-04 16:26:49 main:581] : INFO : Epoch 1752 | loss: 0.031234 | val_loss: 0.0312302 | Time: 1898.58 ms [2022-04-04 16:26:51 main:581] : INFO : Epoch 1753 | loss: 0.031234 | val_loss: 0.0312375 | Time: 1902.23 ms [2022-04-04 16:26:53 main:581] : INFO : Epoch 1754 | loss: 0.0312385 | val_loss: 0.0312346 | Time: 1912.41 ms [2022-04-04 16:26:55 main:581] : INFO : Epoch 1755 | loss: 0.0312339 | val_loss: 0.0312315 | Time: 1917.72 ms [2022-04-04 16:26:57 main:581] : INFO : Epoch 1756 | loss: 0.0312327 | val_loss: 0.0312287 | Time: 1917.18 ms [2022-04-04 16:26:59 main:581] : INFO : Epoch 1757 | loss: 0.0312359 | val_loss: 0.0312319 | Time: 1924.99 ms [2022-04-04 16:27:01 main:581] : INFO : Epoch 1758 | loss: 0.0312357 | val_loss: 0.0312329 | Time: 1922.78 ms [2022-04-04 16:27:03 main:581] : INFO : Epoch 1759 | loss: 0.031236 | val_loss: 0.0312343 | Time: 1917.39 ms [2022-04-04 16:27:05 main:581] : INFO : Epoch 1760 | loss: 0.0312337 | val_loss: 0.0312296 | Time: 1909.56 ms [2022-04-04 16:27:07 main:581] : INFO : Epoch 1761 | loss: 0.0312342 | val_loss: 0.0312299 | Time: 1905.18 ms [2022-04-04 16:27:09 main:581] : INFO : Epoch 1762 | loss: 0.0312332 | val_loss: 0.0312386 | Time: 1926.01 ms [2022-04-04 16:27:10 main:581] : INFO : Epoch 1763 | loss: 0.0312439 | val_loss: 0.0312373 | Time: 1912.27 ms [2022-04-04 16:27:12 main:581] : INFO : Epoch 1764 | loss: 0.0312348 | val_loss: 0.0312294 | Time: 1924.73 ms [2022-04-04 16:27:14 main:581] : INFO : Epoch 1765 | loss: 0.0312349 | val_loss: 0.0312365 | Time: 1916.43 ms [2022-04-04 16:27:16 main:581] : INFO : Epoch 1766 | loss: 0.031233 | val_loss: 0.0312296 | Time: 1907.51 ms [2022-04-04 16:27:18 main:581] : INFO : Epoch 1767 | loss: 0.0312322 | val_loss: 0.0312292 | Time: 1898.45 ms [2022-04-04 16:27:20 main:581] : INFO : Epoch 1768 | loss: 0.0312347 | val_loss: 0.0312312 | Time: 1910.34 ms [2022-04-04 16:27:22 main:581] : INFO : Epoch 1769 | loss: 0.0312318 | val_loss: 0.0312288 | Time: 1911.02 ms [2022-04-04 16:27:24 main:581] : INFO : Epoch 1770 | loss: 0.0312318 | val_loss: 0.0312289 | Time: 1895.9 ms [2022-04-04 16:27:26 main:581] : INFO : Epoch 1771 | loss: 0.0312321 | val_loss: 0.0312285 | Time: 1927.8 ms [2022-04-04 16:27:28 main:581] : INFO : Epoch 1772 | loss: 0.0312322 | val_loss: 0.03123 | Time: 1925.17 ms [2022-04-04 16:27:30 main:581] : INFO : Epoch 1773 | loss: 0.0312316 | val_loss: 0.031229 | Time: 1917.94 ms [2022-04-04 16:27:32 main:581] : INFO : Epoch 1774 | loss: 0.0312333 | val_loss: 0.0312313 | Time: 1924.62 ms [2022-04-04 16:27:33 main:581] : INFO : Epoch 1775 | loss: 0.0312351 | val_loss: 0.0312433 | Time: 1933.32 ms [2022-04-04 16:27:35 main:581] : INFO : Epoch 1776 | loss: 0.0312367 | val_loss: 0.0312332 | Time: 1901.87 ms [2022-04-04 16:27:37 main:581] : INFO : Epoch 1777 | loss: 0.0312337 | val_loss: 0.0312314 | Time: 1925.9 ms [2022-04-04 16:27:39 main:581] : INFO : Epoch 1778 | loss: 0.0312323 | val_loss: 0.0312306 | Time: 1997.33 ms [2022-04-04 16:27:41 main:581] : INFO : Epoch 1779 | loss: 0.0312321 | val_loss: 0.0312292 | Time: 1917.03 ms [2022-04-04 16:27:43 main:581] : INFO : Epoch 1780 | loss: 0.0312325 | val_loss: 0.0312294 | Time: 1991.48 ms [2022-04-04 16:27:45 main:581] : INFO : Epoch 1781 | loss: 0.0312347 | val_loss: 0.0312349 | Time: 1979.31 ms [2022-04-04 16:27:47 main:581] : INFO : Epoch 1782 | loss: 0.0312361 | val_loss: 0.0312345 | Time: 1899.7 ms [2022-04-04 16:27:49 main:581] : INFO : Epoch 1783 | loss: 0.0312333 | val_loss: 0.0312292 | Time: 1935.9 ms [2022-04-04 16:27:51 main:581] : INFO : Epoch 1784 | loss: 0.031233 | val_loss: 0.0312291 | Time: 1937.84 ms [2022-04-04 16:27:53 main:581] : INFO : Epoch 1785 | loss: 0.0312336 | val_loss: 0.0312287 | Time: 1903.82 ms [2022-04-04 16:27:55 main:581] : INFO : Epoch 1786 | loss: 0.0312331 | val_loss: 0.0312306 | Time: 2045.71 ms [2022-04-04 16:27:57 main:581] : INFO : Epoch 1787 | loss: 0.0312335 | val_loss: 0.0312285 | Time: 2147.53 ms [2022-04-04 16:27:59 main:581] : INFO : Epoch 1788 | loss: 0.0312354 | val_loss: 0.0312331 | Time: 1981.06 ms [2022-04-04 16:28:01 main:581] : INFO : Epoch 1789 | loss: 0.0312359 | val_loss: 0.0312326 | Time: 1914.64 ms [2022-04-04 16:28:03 main:581] : INFO : Epoch 1790 | loss: 0.0312336 | val_loss: 0.0312333 | Time: 1935.01 ms [2022-04-04 16:28:05 main:581] : INFO : Epoch 1791 | loss: 0.0312346 | val_loss: 0.0312312 | Time: 2003.04 ms [2022-04-04 16:28:07 main:581] : INFO : Epoch 1792 | loss: 0.0312338 | val_loss: 0.0312293 | Time: 2008.01 ms [2022-04-04 16:28:09 main:581] : INFO : Epoch 1793 | loss: 0.0312353 | val_loss: 0.0312308 | Time: 1933.29 ms [2022-04-04 16:28:11 main:581] : INFO : Epoch 1794 | loss: 0.0312345 | val_loss: 0.031229 | Time: 1909.18 ms [2022-04-04 16:28:13 main:581] : INFO : Epoch 1795 | loss: 0.0312341 | val_loss: 0.031229 | Time: 1901.22 ms [2022-04-04 16:28:15 main:581] : INFO : Epoch 1796 | loss: 0.0312346 | val_loss: 0.0312321 | Time: 1915.88 ms [2022-04-04 16:28:16 main:581] : INFO : Epoch 1797 | loss: 0.0312358 | val_loss: 0.0312345 | Time: 1922.7 ms [2022-04-04 16:28:18 main:581] : INFO : Epoch 1798 | loss: 0.0312363 | val_loss: 0.0312325 | Time: 1940.03 ms [2022-04-04 16:28:20 main:581] : INFO : Epoch 1799 | loss: 0.0312366 | val_loss: 0.0312301 | Time: 1959.53 ms [2022-04-04 16:28:22 main:581] : INFO : Epoch 1800 | loss: 0.0312349 | val_loss: 0.0312324 | Time: 1935.27 ms [2022-04-04 16:28:24 main:581] : INFO : Epoch 1801 | loss: 0.0312327 | val_loss: 0.0312295 | Time: 1909.97 ms [2022-04-04 16:28:26 main:581] : INFO : Epoch 1802 | loss: 0.0312341 | val_loss: 0.0312373 | Time: 1902.6 ms [2022-04-04 16:28:28 main:581] : INFO : Epoch 1803 | loss: 0.0312384 | val_loss: 0.0312315 | Time: 1922.51 ms [2022-04-04 16:28:30 main:581] : INFO : Epoch 1804 | loss: 0.0312333 | val_loss: 0.0312313 | Time: 1914.66 ms [2022-04-04 16:28:32 main:581] : INFO : Epoch 1805 | loss: 0.0312342 | val_loss: 0.0312301 | Time: 1915.58 ms [2022-04-04 16:28:34 main:581] : INFO : Epoch 1806 | loss: 0.0312337 | val_loss: 0.0312295 | Time: 1901.19 ms [2022-04-04 16:28:36 main:581] : INFO : Epoch 1807 | loss: 0.0312332 | val_loss: 0.0312295 | Time: 1932.36 ms [2022-04-04 16:28:38 main:581] : INFO : Epoch 1808 | loss: 0.031233 | val_loss: 0.0312294 | Time: 2107.99 ms [2022-04-04 16:28:40 main:581] : INFO : Epoch 1809 | loss: 0.0312323 | val_loss: 0.03123 | Time: 1988.83 ms [2022-04-04 16:28:42 main:581] : INFO : Epoch 1810 | loss: 0.0312319 | val_loss: 0.0312303 | Time: 2120.26 ms [2022-04-04 16:28:44 main:581] : INFO : Epoch 1811 | loss: 0.0312322 | val_loss: 0.0312282 | Time: 1933.84 ms [2022-04-04 16:28:46 main:581] : INFO : Epoch 1812 | loss: 0.0312336 | val_loss: 0.0312281 | Time: 1901.44 ms [2022-04-04 16:28:48 main:581] : INFO : Epoch 1813 | loss: 0.0312343 | val_loss: 0.0312341 | Time: 1918.84 ms [2022-04-04 16:28:50 main:581] : INFO : Epoch 1814 | loss: 0.0312339 | val_loss: 0.0312287 | Time: 1920.54 ms [2022-04-04 16:28:52 main:581] : INFO : Epoch 1815 | loss: 0.0312319 | val_loss: 0.0312306 | Time: 1924.37 ms [2022-04-04 16:28:53 main:581] : INFO : Epoch 1816 | loss: 0.0312327 | val_loss: 0.0312284 | Time: 1924.95 ms [2022-04-04 16:28:55 main:581] : INFO : Epoch 1817 | loss: 0.0312329 | val_loss: 0.0312301 | Time: 1917.8 ms [2022-04-04 16:28:57 main:581] : INFO : Epoch 1818 | loss: 0.0312342 | val_loss: 0.0312287 | Time: 1925.11 ms [2022-04-04 16:28:59 main:581] : INFO : Epoch 1819 | loss: 0.0312322 | val_loss: 0.0312284 | Time: 1918.73 ms [2022-04-04 16:29:01 main:581] : INFO : Epoch 1820 | loss: 0.0312338 | val_loss: 0.0312334 | Time: 1924.15 ms [2022-04-04 16:29:03 main:581] : INFO : Epoch 1821 | loss: 0.0312338 | val_loss: 0.0312285 | Time: 1923.44 ms [2022-04-04 16:29:05 main:581] : INFO : Epoch 1822 | loss: 0.031234 | val_loss: 0.0312303 | Time: 1917.51 ms [2022-04-04 16:29:07 main:581] : INFO : Epoch 1823 | loss: 0.0312332 | val_loss: 0.0312291 | Time: 1908.33 ms [2022-04-04 16:29:09 main:581] : INFO : Epoch 1824 | loss: 0.031234 | val_loss: 0.0312343 | Time: 1915.76 ms [2022-04-04 16:29:11 main:581] : INFO : Epoch 1825 | loss: 0.0312341 | val_loss: 0.0312289 | Time: 1904.86 ms [2022-04-04 16:29:13 main:581] : INFO : Epoch 1826 | loss: 0.0312323 | val_loss: 0.0312314 | Time: 1908.19 ms [2022-04-04 16:29:15 main:581] : INFO : Epoch 1827 | loss: 0.0312341 | val_loss: 0.0312293 | Time: 2064.25 ms [2022-04-04 16:29:17 main:581] : INFO : Epoch 1828 | loss: 0.031232 | val_loss: 0.0312286 | Time: 1918.81 ms [2022-04-04 16:29:19 main:581] : INFO : Epoch 1829 | loss: 0.0312326 | val_loss: 0.0312296 | Time: 2004.83 ms [2022-04-04 16:29:21 main:581] : INFO : Epoch 1830 | loss: 0.0312325 | val_loss: 0.0312287 | Time: 1999.35 ms [2022-04-04 16:29:23 main:581] : INFO : Epoch 1831 | loss: 0.031235 | val_loss: 0.0312347 | Time: 1995.07 ms [2022-04-04 16:29:25 main:581] : INFO : Epoch 1832 | loss: 0.0312357 | val_loss: 0.0312303 | Time: 1978.26 ms [2022-04-04 16:29:26 main:581] : INFO : Epoch 1833 | loss: 0.0312323 | val_loss: 0.0312304 | Time: 1883.24 ms [2022-04-04 16:29:28 main:581] : INFO : Epoch 1834 | loss: 0.0312343 | val_loss: 0.0312301 | Time: 1901.45 ms [2022-04-04 16:29:30 main:581] : INFO : Epoch 1835 | loss: 0.0312354 | val_loss: 0.0312311 | Time: 1915.75 ms [2022-04-04 16:29:32 main:581] : INFO : Epoch 1836 | loss: 0.031233 | val_loss: 0.0312296 | Time: 1884.18 ms [2022-04-04 16:29:34 main:581] : INFO : Epoch 1837 | loss: 0.0312339 | val_loss: 0.0312288 | Time: 1892.67 ms [2022-04-04 16:29:36 main:581] : INFO : Epoch 1838 | loss: 0.031232 | val_loss: 0.0312309 | Time: 1918.26 ms [2022-04-04 16:29:38 main:581] : INFO : Epoch 1839 | loss: 0.0312331 | val_loss: 0.0312293 | Time: 1863.67 ms [2022-04-04 16:29:40 main:581] : INFO : Epoch 1840 | loss: 0.031232 | val_loss: 0.0312295 | Time: 1911.91 ms [2022-04-04 16:29:42 main:581] : INFO : Epoch 1841 | loss: 0.0312354 | val_loss: 0.0312329 | Time: 1904.78 ms [2022-04-04 16:29:44 main:581] : INFO : Epoch 1842 | loss: 0.0312338 | val_loss: 0.031229 | Time: 1896.92 ms [2022-04-04 16:29:45 main:581] : INFO : Epoch 1843 | loss: 0.0312342 | val_loss: 0.031231 | Time: 1901.61 ms [2022-04-04 16:29:47 main:581] : INFO : Epoch 1844 | loss: 0.0312326 | val_loss: 0.0312281 | Time: 1912.46 ms [2022-04-04 16:29:49 main:581] : INFO : Epoch 1845 | loss: 0.0312328 | val_loss: 0.0312291 | Time: 1883.75 ms [2022-04-04 16:29:51 main:581] : INFO : Epoch 1846 | loss: 0.0312329 | val_loss: 0.0312331 | Time: 1899.86 ms [2022-04-04 16:29:53 main:581] : INFO : Epoch 1847 | loss: 0.0312337 | val_loss: 0.0312289 | Time: 1947.01 ms [2022-04-04 16:29:55 main:581] : INFO : Epoch 1848 | loss: 0.0312327 | val_loss: 0.0312288 | Time: 2001.7 ms [2022-04-04 16:29:57 main:581] : INFO : Epoch 1849 | loss: 0.0312316 | val_loss: 0.0312303 | Time: 2049.78 ms [2022-04-04 16:29:59 main:581] : INFO : Epoch 1850 | loss: 0.0312316 | val_loss: 0.0312283 | Time: 1901.5 ms [2022-04-04 16:30:01 main:581] : INFO : Epoch 1851 | loss: 0.031233 | val_loss: 0.0312377 | Time: 1905.13 ms [2022-04-04 16:30:03 main:581] : INFO : Epoch 1852 | loss: 0.0312342 | val_loss: 0.0312296 | Time: 1904.52 ms [2022-04-04 16:30:05 main:581] : INFO : Epoch 1853 | loss: 0.0312335 | val_loss: 0.0312304 | Time: 1898.78 ms [2022-04-04 16:30:07 main:581] : INFO : Epoch 1854 | loss: 0.0312324 | val_loss: 0.0312285 | Time: 1898.38 ms [2022-04-04 16:30:09 main:581] : INFO : Epoch 1855 | loss: 0.031233 | val_loss: 0.0312281 | Time: 1885.68 ms [2022-04-04 16:30:10 main:581] : INFO : Epoch 1856 | loss: 0.0312349 | val_loss: 0.0312293 | Time: 1901.22 ms [2022-04-04 16:30:12 main:581] : INFO : Epoch 1857 | loss: 0.0312332 | val_loss: 0.0312285 | Time: 1902.46 ms [2022-04-04 16:30:14 main:581] : INFO : Epoch 1858 | loss: 0.0312313 | val_loss: 0.0312285 | Time: 1913.87 ms [2022-04-04 16:30:16 main:581] : INFO : Epoch 1859 | loss: 0.0312311 | val_loss: 0.0312291 | Time: 1908.41 ms [2022-04-04 16:30:18 main:581] : INFO : Epoch 1860 | loss: 0.0312309 | val_loss: 0.0312284 | Time: 1887.53 ms [2022-04-04 16:30:20 main:581] : INFO : Epoch 1861 | loss: 0.0312318 | val_loss: 0.0312283 | Time: 1891.53 ms [2022-04-04 16:30:22 main:581] : INFO : Epoch 1862 | loss: 0.0312319 | val_loss: 0.0312314 | Time: 1923.34 ms [2022-04-04 16:30:24 main:581] : INFO : Epoch 1863 | loss: 0.0312323 | val_loss: 0.0312297 | Time: 1927.04 ms [2022-04-04 16:30:26 main:581] : INFO : Epoch 1864 | loss: 0.0312312 | val_loss: 0.0312281 | Time: 1929.18 ms [2022-04-04 16:30:28 main:581] : INFO : Epoch 1865 | loss: 0.0312317 | val_loss: 0.0312288 | Time: 1920.26 ms [2022-04-04 16:30:30 main:581] : INFO : Epoch 1866 | loss: 0.0312329 | val_loss: 0.0312328 | Time: 1922.79 ms [2022-04-04 16:30:32 main:581] : INFO : Epoch 1867 | loss: 0.0312323 | val_loss: 0.0312276 | Time: 1991.03 ms [2022-04-04 16:30:34 main:581] : INFO : Epoch 1868 | loss: 0.0312322 | val_loss: 0.0312313 | Time: 1937 ms [2022-04-04 16:30:35 main:581] : INFO : Epoch 1869 | loss: 0.0312322 | val_loss: 0.0312287 | Time: 1926.69 ms [2022-04-04 16:30:37 main:581] : INFO : Epoch 1870 | loss: 0.0312308 | val_loss: 0.0312291 | Time: 1929.81 ms [2022-04-04 16:30:39 main:581] : INFO : Epoch 1871 | loss: 0.0312315 | val_loss: 0.0312288 | Time: 1932.59 ms [2022-04-04 16:30:41 main:581] : INFO : Epoch 1872 | loss: 0.0312317 | val_loss: 0.0312313 | Time: 1940.75 ms [2022-04-04 16:30:43 main:581] : INFO : Epoch 1873 | loss: 0.0312324 | val_loss: 0.0312298 | Time: 1971.35 ms [2022-04-04 16:30:45 main:581] : INFO : Epoch 1874 | loss: 0.0312325 | val_loss: 0.0312334 | Time: 1957.79 ms [2022-04-04 16:30:47 main:581] : INFO : Epoch 1875 | loss: 0.031233 | val_loss: 0.0312297 | Time: 1922.61 ms [2022-04-04 16:30:49 main:581] : INFO : Epoch 1876 | loss: 0.0312311 | val_loss: 0.0312278 | Time: 1937.73 ms [2022-04-04 16:30:51 main:581] : INFO : Epoch 1877 | loss: 0.0312321 | val_loss: 0.0312293 | Time: 1894.9 ms [2022-04-04 16:30:53 main:581] : INFO : Epoch 1878 | loss: 0.0312322 | val_loss: 0.0312306 | Time: 1939.43 ms [2022-04-04 16:30:55 main:581] : INFO : Epoch 1879 | loss: 0.0312319 | val_loss: 0.0312282 | Time: 1906.2 ms [2022-04-04 16:30:57 main:581] : INFO : Epoch 1880 | loss: 0.0312312 | val_loss: 0.0312303 | Time: 1934.67 ms [2022-04-04 16:30:59 main:581] : INFO : Epoch 1881 | loss: 0.031231 | val_loss: 0.0312281 | Time: 1914.61 ms [2022-04-04 16:31:01 main:581] : INFO : Epoch 1882 | loss: 0.0312312 | val_loss: 0.0312322 | Time: 1918.83 ms [2022-04-04 16:31:02 main:581] : INFO : Epoch 1883 | loss: 0.0312349 | val_loss: 0.031232 | Time: 1902.33 ms [2022-04-04 16:31:04 main:581] : INFO : Epoch 1884 | loss: 0.0312312 | val_loss: 0.0312313 | Time: 1903.19 ms [2022-04-04 16:31:06 main:581] : INFO : Epoch 1885 | loss: 0.0312312 | val_loss: 0.0312307 | Time: 1909.83 ms [2022-04-04 16:31:08 main:581] : INFO : Epoch 1886 | loss: 0.0312321 | val_loss: 0.0312303 | Time: 1914.74 ms [2022-04-04 16:31:10 main:581] : INFO : Epoch 1887 | loss: 0.0312309 | val_loss: 0.0312292 | Time: 1944.28 ms [2022-04-04 16:31:12 main:581] : INFO : Epoch 1888 | loss: 0.0312314 | val_loss: 0.031229 | Time: 1925.32 ms [2022-04-04 16:31:14 main:581] : INFO : Epoch 1889 | loss: 0.031233 | val_loss: 0.0312291 | Time: 1903.28 ms [2022-04-04 16:31:16 main:581] : INFO : Epoch 1890 | loss: 0.0312327 | val_loss: 0.0312298 | Time: 1930.78 ms [2022-04-04 16:31:18 main:581] : INFO : Epoch 1891 | loss: 0.031232 | val_loss: 0.031229 | Time: 1942.87 ms [2022-04-04 16:31:20 main:581] : INFO : Epoch 1892 | loss: 0.0312325 | val_loss: 0.0312315 | Time: 1920.86 ms [2022-04-04 16:31:22 main:581] : INFO : Epoch 1893 | loss: 0.0312345 | val_loss: 0.031236 | Time: 1951.7 ms [2022-04-04 16:31:24 main:581] : INFO : Epoch 1894 | loss: 0.0312388 | val_loss: 0.0312309 | Time: 1919.6 ms [2022-04-04 16:31:26 main:581] : INFO : Epoch 1895 | loss: 0.0312321 | val_loss: 0.0312284 | Time: 1913.02 ms [2022-04-04 16:31:27 main:581] : INFO : Epoch 1896 | loss: 0.0312317 | val_loss: 0.031228 | Time: 1954.21 ms [2022-04-04 16:31:29 main:581] : INFO : Epoch 1897 | loss: 0.031232 | val_loss: 0.0312291 | Time: 1996.12 ms [2022-04-04 16:31:31 main:581] : INFO : Epoch 1898 | loss: 0.0312325 | val_loss: 0.0312289 | Time: 1991.84 ms [2022-04-04 16:31:34 main:581] : INFO : Epoch 1899 | loss: 0.0312327 | val_loss: 0.0312318 | Time: 2125.43 ms [2022-04-04 16:31:36 main:581] : INFO : Epoch 1900 | loss: 0.0312323 | val_loss: 0.0312305 | Time: 1974.09 ms [2022-04-04 16:31:37 main:581] : INFO : Epoch 1901 | loss: 0.0312318 | val_loss: 0.0312291 | Time: 1912.71 ms [2022-04-04 16:31:39 main:581] : INFO : Epoch 1902 | loss: 0.0312311 | val_loss: 0.0312294 | Time: 1916.44 ms [2022-04-04 16:31:41 main:581] : INFO : Epoch 1903 | loss: 0.031232 | val_loss: 0.0312307 | Time: 1926.9 ms [2022-04-04 16:31:43 main:581] : INFO : Epoch 1904 | loss: 0.0312321 | val_loss: 0.031235 | Time: 1910.06 ms [2022-04-04 16:31:45 main:581] : INFO : Epoch 1905 | loss: 0.0312335 | val_loss: 0.0312325 | Time: 1902.17 ms [2022-04-04 16:31:47 main:581] : INFO : Epoch 1906 | loss: 0.0312353 | val_loss: 0.0312322 | Time: 1903.71 ms [2022-04-04 16:31:49 main:581] : INFO : Epoch 1907 | loss: 0.0312322 | val_loss: 0.0312296 | Time: 1958.69 ms [2022-04-04 16:31:51 main:581] : INFO : Epoch 1908 | loss: 0.0312336 | val_loss: 0.031231 | Time: 1929.46 ms [2022-04-04 16:31:53 main:581] : INFO : Epoch 1909 | loss: 0.0312327 | val_loss: 0.0312321 | Time: 1908.16 ms [2022-04-04 16:31:55 main:581] : INFO : Epoch 1910 | loss: 0.0312325 | val_loss: 0.0312288 | Time: 1900.21 ms [2022-04-04 16:31:57 main:581] : INFO : Epoch 1911 | loss: 0.0312319 | val_loss: 0.0312285 | Time: 1932.86 ms [2022-04-04 16:31:59 main:581] : INFO : Epoch 1912 | loss: 0.031231 | val_loss: 0.0312296 | Time: 1965.18 ms [2022-04-04 16:32:01 main:581] : INFO : Epoch 1913 | loss: 0.0312324 | val_loss: 0.0312318 | Time: 2111.94 ms [2022-04-04 16:32:03 main:581] : INFO : Epoch 1914 | loss: 0.0312328 | val_loss: 0.0312286 | Time: 1916.88 ms [2022-04-04 16:32:05 main:581] : INFO : Epoch 1915 | loss: 0.0312319 | val_loss: 0.0312299 | Time: 1930.98 ms [2022-04-04 16:32:07 main:581] : INFO : Epoch 1916 | loss: 0.031232 | val_loss: 0.031234 | Time: 1926.58 ms [2022-04-04 16:32:09 main:581] : INFO : Epoch 1917 | loss: 0.031232 | val_loss: 0.0312306 | Time: 2029.27 ms [2022-04-04 16:32:11 main:581] : INFO : Epoch 1918 | loss: 0.0312325 | val_loss: 0.0312298 | Time: 1975.44 ms [2022-04-04 16:32:12 main:581] : INFO : Epoch 1919 | loss: 0.0312321 | val_loss: 0.0312307 | Time: 1918.77 ms [2022-04-04 16:32:14 main:581] : INFO : Epoch 1920 | loss: 0.0312358 | val_loss: 0.0312336 | Time: 1913.8 ms [2022-04-04 16:32:16 main:581] : INFO : Epoch 1921 | loss: 0.0312318 | val_loss: 0.0312307 | Time: 1907.19 ms [2022-04-04 16:32:18 main:581] : INFO : Epoch 1922 | loss: 0.031233 | val_loss: 0.0312301 | Time: 1935.65 ms [2022-04-04 16:32:20 main:581] : INFO : Epoch 1923 | loss: 0.0312327 | val_loss: 0.031229 | Time: 1931.23 ms [2022-04-04 16:32:22 main:581] : INFO : Epoch 1924 | loss: 0.0312324 | val_loss: 0.0312293 | Time: 1918.93 ms [2022-04-04 16:32:24 main:581] : INFO : Epoch 1925 | loss: 0.0312335 | val_loss: 0.0312323 | Time: 1902.97 ms [2022-04-04 16:32:26 main:581] : INFO : Epoch 1926 | loss: 0.0312327 | val_loss: 0.0312286 | Time: 1891.82 ms [2022-04-04 16:32:28 main:581] : INFO : Epoch 1927 | loss: 0.0312322 | val_loss: 0.0312327 | Time: 1898.99 ms [2022-04-04 16:32:30 main:581] : INFO : Epoch 1928 | loss: 0.031233 | val_loss: 0.0312323 | Time: 2067.26 ms [2022-04-04 16:32:32 main:581] : INFO : Epoch 1929 | loss: 0.0312327 | val_loss: 0.0312302 | Time: 1904.3 ms [2022-04-04 16:32:34 main:581] : INFO : Epoch 1930 | loss: 0.0312331 | val_loss: 0.031229 | Time: 1909.55 ms [2022-04-04 16:32:36 main:581] : INFO : Epoch 1931 | loss: 0.0312344 | val_loss: 0.0312286 | Time: 1900.31 ms [2022-04-04 16:32:38 main:581] : INFO : Epoch 1932 | loss: 0.0312308 | val_loss: 0.0312283 | Time: 2115.92 ms [2022-04-04 16:32:40 main:581] : INFO : Epoch 1933 | loss: 0.0312306 | val_loss: 0.0312283 | Time: 2038.3 ms [2022-04-04 16:32:42 main:581] : INFO : Epoch 1934 | loss: 0.0312307 | val_loss: 0.0312296 | Time: 2137.23 ms [2022-04-04 16:32:44 main:581] : INFO : Epoch 1935 | loss: 0.0312309 | val_loss: 0.0312298 | Time: 2021.36 ms [2022-04-04 16:32:46 main:581] : INFO : Epoch 1936 | loss: 0.0312308 | val_loss: 0.0312291 | Time: 1924.98 ms [2022-04-04 16:32:48 main:581] : INFO : Epoch 1937 | loss: 0.0312322 | val_loss: 0.0312361 | Time: 1912.52 ms [2022-04-04 16:32:50 main:581] : INFO : Epoch 1938 | loss: 0.0312316 | val_loss: 0.0312319 | Time: 1932.78 ms [2022-04-04 16:32:52 main:581] : INFO : Epoch 1939 | loss: 0.0312313 | val_loss: 0.0312296 | Time: 1927.27 ms [2022-04-04 16:32:53 main:581] : INFO : Epoch 1940 | loss: 0.0312308 | val_loss: 0.0312299 | Time: 1929.7 ms [2022-04-04 16:32:55 main:581] : INFO : Epoch 1941 | loss: 0.0312302 | val_loss: 0.0312328 | Time: 1919.03 ms [2022-04-04 16:32:57 main:581] : INFO : Epoch 1942 | loss: 0.0312335 | val_loss: 0.0312371 | Time: 2037.24 ms [2022-04-04 16:32:59 main:581] : INFO : Epoch 1943 | loss: 0.0312353 | val_loss: 0.0312311 | Time: 1956.55 ms [2022-04-04 16:33:01 main:581] : INFO : Epoch 1944 | loss: 0.0312667 | val_loss: 0.0313146 | Time: 1916.34 ms [2022-04-04 16:33:03 main:581] : INFO : Epoch 1945 | loss: 0.03329 | val_loss: 0.0489323 | Time: 1958.04 ms [2022-04-04 16:33:05 main:581] : INFO : Epoch 1946 | loss: 0.0341549 | val_loss: 0.0320283 | Time: 1920.62 ms [2022-04-04 16:33:07 main:581] : INFO : Epoch 1947 | loss: 0.0317909 | val_loss: 0.03148 | Time: 1912.67 ms [2022-04-04 16:33:09 main:581] : INFO : Epoch 1948 | loss: 0.0313391 | val_loss: 0.031289 | Time: 1969.74 ms [2022-04-04 16:33:11 main:581] : INFO : Epoch 1949 | loss: 0.0312564 | val_loss: 0.0312461 | Time: 1911.7 ms [2022-04-04 16:33:13 main:581] : INFO : Epoch 1950 | loss: 0.0312404 | val_loss: 0.0312364 | Time: 1904.05 ms [2022-04-04 16:33:15 main:581] : INFO : Epoch 1951 | loss: 0.0312356 | val_loss: 0.0312347 | Time: 1904.75 ms [2022-04-04 16:33:17 main:581] : INFO : Epoch 1952 | loss: 0.0312341 | val_loss: 0.0312337 | Time: 1917.98 ms [2022-04-04 16:33:19 main:581] : INFO : Epoch 1953 | loss: 0.0312329 | val_loss: 0.0312322 | Time: 1913.96 ms [2022-04-04 16:33:21 main:581] : INFO : Epoch 1954 | loss: 0.031232 | val_loss: 0.0312315 | Time: 1914.73 ms [2022-04-04 16:33:22 main:581] : INFO : Epoch 1955 | loss: 0.0312318 | val_loss: 0.0312321 | Time: 1941.69 ms [2022-04-04 16:33:25 main:581] : INFO : Epoch 1956 | loss: 0.0312311 | val_loss: 0.0312306 | Time: 2013.13 ms [2022-04-04 16:33:26 main:581] : INFO : Epoch 1957 | loss: 0.031231 | val_loss: 0.0312301 | Time: 1921.73 ms [2022-04-04 16:33:28 main:581] : INFO : Epoch 1958 | loss: 0.031231 | val_loss: 0.03123 | Time: 1923.64 ms [2022-04-04 16:33:30 main:581] : INFO : Epoch 1959 | loss: 0.0312305 | val_loss: 0.0312294 | Time: 1918.95 ms [2022-04-04 16:33:32 main:581] : INFO : Epoch 1960 | loss: 0.0312319 | val_loss: 0.0312296 | Time: 1925.41 ms [2022-04-04 16:33:34 main:581] : INFO : Epoch 1961 | loss: 0.0312317 | val_loss: 0.0312326 | Time: 1915.89 ms [2022-04-04 16:33:36 main:581] : INFO : Epoch 1962 | loss: 0.0312314 | val_loss: 0.0312298 | Time: 1960.59 ms [2022-04-04 16:33:38 main:581] : INFO : Epoch 1963 | loss: 0.0312308 | val_loss: 0.0312292 | Time: 2001.72 ms [2022-04-04 16:33:40 main:581] : INFO : Epoch 1964 | loss: 0.0312315 | val_loss: 0.0312304 | Time: 1944.57 ms [2022-04-04 16:33:42 main:581] : INFO : Epoch 1965 | loss: 0.0312312 | val_loss: 0.0312298 | Time: 1932.26 ms [2022-04-04 16:33:44 main:581] : INFO : Epoch 1966 | loss: 0.0312309 | val_loss: 0.0312298 | Time: 1911.82 ms [2022-04-04 16:33:46 main:581] : INFO : Epoch 1967 | loss: 0.0312308 | val_loss: 0.0312287 | Time: 1927.6 ms [2022-04-04 16:33:48 main:581] : INFO : Epoch 1968 | loss: 0.0312309 | val_loss: 0.0312291 | Time: 1992.91 ms [2022-04-04 16:33:50 main:581] : INFO : Epoch 1969 | loss: 0.0312307 | val_loss: 0.0312296 | Time: 2023.66 ms [2022-04-04 16:33:52 main:581] : INFO : Epoch 1970 | loss: 0.0312309 | val_loss: 0.0312289 | Time: 1997.54 ms [2022-04-04 16:33:54 main:581] : INFO : Epoch 1971 | loss: 0.031231 | val_loss: 0.0312285 | Time: 1953.92 ms [2022-04-04 16:33:56 main:581] : INFO : Epoch 1972 | loss: 0.0312311 | val_loss: 0.031229 | Time: 1952.09 ms [2022-04-04 16:33:58 main:581] : INFO : Epoch 1973 | loss: 0.0312304 | val_loss: 0.0312289 | Time: 1911.57 ms [2022-04-04 16:34:00 main:581] : INFO : Epoch 1974 | loss: 0.0312309 | val_loss: 0.0312296 | Time: 1917.63 ms [2022-04-04 16:34:01 main:581] : INFO : Epoch 1975 | loss: 0.0312321 | val_loss: 0.031231 | Time: 1918.36 ms [2022-04-04 16:34:03 main:581] : INFO : Epoch 1976 | loss: 0.031231 | val_loss: 0.0312287 | Time: 1922.76 ms [2022-04-04 16:34:05 main:581] : INFO : Epoch 1977 | loss: 0.0312313 | val_loss: 0.0312301 | Time: 1925.41 ms [2022-04-04 16:34:07 main:581] : INFO : Epoch 1978 | loss: 0.0312313 | val_loss: 0.0312287 | Time: 1907.07 ms [2022-04-04 16:34:09 main:581] : INFO : Epoch 1979 | loss: 0.0312306 | val_loss: 0.0312288 | Time: 1909.72 ms [2022-04-04 16:34:11 main:581] : INFO : Epoch 1980 | loss: 0.0312308 | val_loss: 0.03123 | Time: 1915.93 ms [2022-04-04 16:34:13 main:581] : INFO : Epoch 1981 | loss: 0.0312315 | val_loss: 0.0312291 | Time: 1912.18 ms [2022-04-04 16:34:15 main:581] : INFO : Epoch 1982 | loss: 0.0312311 | val_loss: 0.0312282 | Time: 1913.65 ms [2022-04-04 16:34:17 main:581] : INFO : Epoch 1983 | loss: 0.0312318 | val_loss: 0.0312306 | Time: 1931.34 ms [2022-04-04 16:34:19 main:581] : INFO : Epoch 1984 | loss: 0.0312312 | val_loss: 0.0312288 | Time: 1921.52 ms [2022-04-04 16:34:21 main:581] : INFO : Epoch 1985 | loss: 0.031231 | val_loss: 0.031229 | Time: 1931.13 ms [2022-04-04 16:34:23 main:581] : INFO : Epoch 1986 | loss: 0.0312307 | val_loss: 0.0312294 | Time: 1991.96 ms [2022-04-04 16:34:25 main:581] : INFO : Epoch 1987 | loss: 0.0312309 | val_loss: 0.0312287 | Time: 1981.3 ms [2022-04-04 16:34:27 main:581] : INFO : Epoch 1988 | loss: 0.0312308 | val_loss: 0.0312293 | Time: 1919.85 ms [2022-04-04 16:34:28 main:581] : INFO : Epoch 1989 | loss: 0.031231 | val_loss: 0.0312293 | Time: 1919.72 ms [2022-04-04 16:34:30 main:581] : INFO : Epoch 1990 | loss: 0.0312304 | val_loss: 0.0312286 | Time: 1916.95 ms [2022-04-04 16:34:32 main:581] : INFO : Epoch 1991 | loss: 0.031232 | val_loss: 0.0312348 | Time: 1946.73 ms [2022-04-04 16:34:34 main:581] : INFO : Epoch 1992 | loss: 0.0312331 | val_loss: 0.0312298 | Time: 1925.39 ms [2022-04-04 16:34:36 main:581] : INFO : Epoch 1993 | loss: 0.0312322 | val_loss: 0.0312324 | Time: 1898.9 ms [2022-04-04 16:34:38 main:581] : INFO : Epoch 1994 | loss: 0.0312314 | val_loss: 0.03123 | Time: 1922.6 ms [2022-04-04 16:34:40 main:581] : INFO : Epoch 1995 | loss: 0.0312327 | val_loss: 0.0312325 | Time: 1921.73 ms [2022-04-04 16:34:42 main:581] : INFO : Epoch 1996 | loss: 0.031232 | val_loss: 0.0312303 | Time: 1924.24 ms [2022-04-04 16:34:44 main:581] : INFO : Epoch 1997 | loss: 0.0312322 | val_loss: 0.0312303 | Time: 1912.8 ms [2022-04-04 16:34:46 main:581] : INFO : Epoch 1998 | loss: 0.0312319 | val_loss: 0.0312305 | Time: 1906.49 ms [2022-04-04 16:34:48 main:581] : INFO : Epoch 1999 | loss: 0.0312314 | val_loss: 0.0312281 | Time: 1916.01 ms [2022-04-04 16:34:50 main:581] : INFO : Epoch 2000 | loss: 0.031231 | val_loss: 0.0312292 | Time: 1957.77 ms [2022-04-04 16:34:52 main:581] : INFO : Epoch 2001 | loss: 0.0312312 | val_loss: 0.0312294 | Time: 1984.8 ms [2022-04-04 16:34:54 main:581] : INFO : Epoch 2002 | loss: 0.0312314 | val_loss: 0.0312294 | Time: 1908.45 ms [2022-04-04 16:34:56 main:581] : INFO : Epoch 2003 | loss: 0.0312313 | val_loss: 0.0312296 | Time: 2148.09 ms [2022-04-04 16:34:58 main:581] : INFO : Epoch 2004 | loss: 0.0312303 | val_loss: 0.0312304 | Time: 2196.04 ms [2022-04-04 16:35:00 main:581] : INFO : Epoch 2005 | loss: 0.0312309 | val_loss: 0.0312294 | Time: 2117.88 ms [2022-04-04 16:35:02 main:581] : INFO : Epoch 2006 | loss: 0.0312302 | val_loss: 0.0312296 | Time: 2177.52 ms [2022-04-04 16:35:04 main:581] : INFO : Epoch 2007 | loss: 0.0312324 | val_loss: 0.03123 | Time: 2209.38 ms [2022-04-04 16:35:07 main:581] : INFO : Epoch 2008 | loss: 0.0312328 | val_loss: 0.0312321 | Time: 2191.01 ms [2022-04-04 16:35:09 main:581] : INFO : Epoch 2009 | loss: 0.0312319 | val_loss: 0.0312299 | Time: 2015.17 ms [2022-04-04 16:35:11 main:581] : INFO : Epoch 2010 | loss: 0.0312328 | val_loss: 0.0312299 | Time: 2115.55 ms [2022-04-04 16:35:13 main:581] : INFO : Epoch 2011 | loss: 0.0312308 | val_loss: 0.0312289 | Time: 2171.78 ms [2022-04-04 16:35:15 main:581] : INFO : Epoch 2012 | loss: 0.031231 | val_loss: 0.0312297 | Time: 2133.56 ms [2022-04-04 16:35:17 main:581] : INFO : Epoch 2013 | loss: 0.0312305 | val_loss: 0.0312292 | Time: 2207.47 ms [2022-04-04 16:35:19 main:581] : INFO : Epoch 2014 | loss: 0.0312307 | val_loss: 0.0312279 | Time: 2001.94 ms [2022-04-04 16:35:21 main:581] : INFO : Epoch 2015 | loss: 0.0312313 | val_loss: 0.0312287 | Time: 1926.93 ms [2022-04-04 16:35:23 main:581] : INFO : Epoch 2016 | loss: 0.031231 | val_loss: 0.0312293 | Time: 1922.48 ms [2022-04-04 16:35:25 main:581] : INFO : Epoch 2017 | loss: 0.0312309 | val_loss: 0.03123 | Time: 1914.03 ms [2022-04-04 16:35:27 main:581] : INFO : Epoch 2018 | loss: 0.0312315 | val_loss: 0.0312299 | Time: 1909.28 ms [2022-04-04 16:35:29 main:581] : INFO : Epoch 2019 | loss: 0.0312318 | val_loss: 0.0312312 | Time: 1913.49 ms [2022-04-04 16:35:31 main:581] : INFO : Epoch 2020 | loss: 0.0312316 | val_loss: 0.0312271 | Time: 1926 ms [2022-04-04 16:35:33 main:581] : INFO : Epoch 2021 | loss: 0.031231 | val_loss: 0.0312276 | Time: 2008.51 ms [2022-04-04 16:35:35 main:581] : INFO : Epoch 2022 | loss: 0.0312315 | val_loss: 0.0312294 | Time: 1926.9 ms [2022-04-04 16:35:37 main:581] : INFO : Epoch 2023 | loss: 0.0312318 | val_loss: 0.0312292 | Time: 1932.88 ms [2022-04-04 16:35:39 main:581] : INFO : Epoch 2024 | loss: 0.0312331 | val_loss: 0.0312292 | Time: 1932.71 ms [2022-04-04 16:35:40 main:581] : INFO : Epoch 2025 | loss: 0.0312323 | val_loss: 0.0312281 | Time: 1959.9 ms [2022-04-04 16:35:42 main:581] : INFO : Epoch 2026 | loss: 0.0312322 | val_loss: 0.0312286 | Time: 1919.64 ms [2022-04-04 16:35:44 main:581] : INFO : Epoch 2027 | loss: 0.0312317 | val_loss: 0.0312282 | Time: 1928.06 ms [2022-04-04 16:35:46 main:581] : INFO : Epoch 2028 | loss: 0.0312337 | val_loss: 0.0312339 | Time: 1954.31 ms [2022-04-04 16:35:48 main:581] : INFO : Epoch 2029 | loss: 0.0312334 | val_loss: 0.0312302 | Time: 1951.22 ms [2022-04-04 16:35:50 main:581] : INFO : Epoch 2030 | loss: 0.0312319 | val_loss: 0.0312281 | Time: 1956.65 ms [2022-04-04 16:35:52 main:581] : INFO : Epoch 2031 | loss: 0.031232 | val_loss: 0.0312275 | Time: 1927.88 ms [2022-04-04 16:35:54 main:581] : INFO : Epoch 2032 | loss: 0.0312316 | val_loss: 0.031229 | Time: 1966.11 ms [2022-04-04 16:35:56 main:581] : INFO : Epoch 2033 | loss: 0.0312327 | val_loss: 0.0312279 | Time: 2012.57 ms [2022-04-04 16:35:58 main:581] : INFO : Epoch 2034 | loss: 0.0312323 | val_loss: 0.0312279 | Time: 2006.13 ms [2022-04-04 16:36:00 main:581] : INFO : Epoch 2035 | loss: 0.0312329 | val_loss: 0.0312284 | Time: 1908.81 ms [2022-04-04 16:36:02 main:581] : INFO : Epoch 2036 | loss: 0.0312325 | val_loss: 0.0312279 | Time: 1906.45 ms [2022-04-04 16:36:04 main:581] : INFO : Epoch 2037 | loss: 0.0312324 | val_loss: 0.031228 | Time: 1913.7 ms [2022-04-04 16:36:06 main:581] : INFO : Epoch 2038 | loss: 0.0312317 | val_loss: 0.0312287 | Time: 1913.52 ms [2022-04-04 16:36:08 main:581] : INFO : Epoch 2039 | loss: 0.0312329 | val_loss: 0.0312335 | Time: 1900.15 ms [2022-04-04 16:36:10 main:581] : INFO : Epoch 2040 | loss: 0.0312379 | val_loss: 0.0312348 | Time: 1908.61 ms [2022-04-04 16:36:11 main:581] : INFO : Epoch 2041 | loss: 0.0312376 | val_loss: 0.0312337 | Time: 1909.54 ms [2022-04-04 16:36:13 main:581] : INFO : Epoch 2042 | loss: 0.0312373 | val_loss: 0.031234 | Time: 1983.12 ms [2022-04-04 16:36:15 main:581] : INFO : Epoch 2043 | loss: 0.0312385 | val_loss: 0.0312336 | Time: 1896.03 ms [2022-04-04 16:36:17 main:581] : INFO : Epoch 2044 | loss: 0.0312393 | val_loss: 0.0312353 | Time: 1920.02 ms [2022-04-04 16:36:19 main:581] : INFO : Epoch 2045 | loss: 0.0312391 | val_loss: 0.0312385 | Time: 1914.89 ms [2022-04-04 16:36:21 main:581] : INFO : Epoch 2046 | loss: 0.0312386 | val_loss: 0.0312345 | Time: 1913.07 ms [2022-04-04 16:36:23 main:581] : INFO : Epoch 2047 | loss: 0.0312384 | val_loss: 0.0312346 | Time: 1919.51 ms [2022-04-04 16:36:25 main:581] : INFO : Epoch 2048 | loss: 0.0312387 | val_loss: 0.0312335 | Time: 1907.97 ms [2022-04-04 16:36:25 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312335 [2022-04-04 16:36:25 main:610] : INFO : Saving end state to config to file [2022-04-04 16:36:25 main:615] : INFO : Success, exiting.. 16:36:25 (1530995): 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)