Task 14363358
| Name | ParityModified-1647044803-4811-2-0_0 |
| Workunit | 11410721 |
| Created | 4 Apr 2022, 19:47:50 UTC |
| Sent | 10 Apr 2022, 13:07:42 UTC |
| Report deadline | 18 Apr 2022, 13:07:42 UTC |
| Received | 10 Apr 2022, 15:27:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6135 |
| Run time | 1 hours 8 min 11 sec |
| CPU time | 1 hours 2 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0312427 | val_loss: 0.0312479 | Time: 2012.43 ms [2022-04-10 16:09:51 main:574] : INFO : Epoch 1543 | loss: 0.0312432 | val_loss: 0.0312473 | Time: 2002.12 ms [2022-04-10 16:09:53 main:574] : INFO : Epoch 1544 | loss: 0.0312428 | val_loss: 0.0312459 | Time: 1887.67 ms [2022-04-10 16:09:54 main:574] : INFO : Epoch 1545 | loss: 0.0312419 | val_loss: 0.031247 | Time: 1907.21 ms [2022-04-10 16:09:56 main:574] : INFO : Epoch 1546 | loss: 0.0312425 | val_loss: 0.0312449 | Time: 1828.18 ms [2022-04-10 16:09:58 main:574] : INFO : Epoch 1547 | loss: 0.0312421 | val_loss: 0.0312446 | Time: 1889.83 ms [2022-04-10 16:10:00 main:574] : INFO : Epoch 1548 | loss: 0.0312422 | val_loss: 0.0312449 | Time: 2020.32 ms [2022-04-10 16:10:02 main:574] : INFO : Epoch 1549 | loss: 0.0312419 | val_loss: 0.0312463 | Time: 1927.68 ms [2022-04-10 16:10:04 main:574] : INFO : Epoch 1550 | loss: 0.0312431 | val_loss: 0.0312453 | Time: 1894.16 ms [2022-04-10 16:10:06 main:574] : INFO : Epoch 1551 | loss: 0.0312422 | val_loss: 0.0312473 | Time: 1886.6 ms [2022-04-10 16:10:08 main:574] : INFO : Epoch 1552 | loss: 0.031244 | val_loss: 0.0312459 | Time: 1894.05 ms [2022-04-10 16:10:10 main:574] : INFO : Epoch 1553 | loss: 0.0312427 | val_loss: 0.0312459 | Time: 1918.39 ms [2022-04-10 16:10:12 main:574] : INFO : Epoch 1554 | loss: 0.0312424 | val_loss: 0.031245 | Time: 1919.2 ms [2022-04-10 16:10:14 main:574] : INFO : Epoch 1555 | loss: 0.031242 | val_loss: 0.0312446 | Time: 1913.12 ms [2022-04-10 16:10:16 main:574] : INFO : Epoch 1556 | loss: 0.031242 | val_loss: 0.0312463 | Time: 1903.75 ms [2022-04-10 16:10:18 main:574] : INFO : Epoch 1557 | loss: 0.0312423 | val_loss: 0.0312445 | Time: 1998.58 ms [2022-04-10 16:10:20 main:574] : INFO : Epoch 1558 | loss: 0.0312421 | val_loss: 0.0312454 | Time: 2007.03 ms [2022-04-10 16:10:22 main:574] : INFO : Epoch 1559 | loss: 0.0312422 | val_loss: 0.0312447 | Time: 1916.65 ms [2022-04-10 16:10:24 main:574] : INFO : Epoch 1560 | loss: 0.031243 | val_loss: 0.0312475 | Time: 2091.64 ms [2022-04-10 16:10:26 main:574] : INFO : Epoch 1561 | loss: 0.0312423 | val_loss: 0.0312461 | Time: 1932.03 ms [2022-04-10 16:10:28 main:574] : INFO : Epoch 1562 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1868.86 ms [2022-04-10 16:10:30 main:574] : INFO : Epoch 1563 | loss: 0.0312423 | val_loss: 0.0312455 | Time: 1968.76 ms [2022-04-10 16:10:32 main:574] : INFO : Epoch 1564 | loss: 0.0312426 | val_loss: 0.0312477 | Time: 1882.05 ms [2022-04-10 16:10:34 main:574] : INFO : Epoch 1565 | loss: 0.0312435 | val_loss: 0.0312495 | Time: 1962.61 ms [2022-04-10 16:10:36 main:574] : INFO : Epoch 1566 | loss: 0.0312435 | val_loss: 0.0312479 | Time: 2015.95 ms [2022-04-10 16:10:38 main:574] : INFO : Epoch 1567 | loss: 0.0312438 | val_loss: 0.0312454 | Time: 2041.34 ms [2022-04-10 16:10:40 main:574] : INFO : Epoch 1568 | loss: 0.0312429 | val_loss: 0.0312463 | Time: 2094 ms [2022-04-10 16:10:43 main:574] : INFO : Epoch 1569 | loss: 0.0312426 | val_loss: 0.0312448 | Time: 2045.43 ms [2022-04-10 16:10:45 main:574] : INFO : Epoch 1570 | loss: 0.0312421 | val_loss: 0.0312459 | Time: 2085.59 ms [2022-04-10 16:10:47 main:574] : INFO : Epoch 1571 | loss: 0.0312424 | val_loss: 0.031247 | Time: 2067.6 ms [2022-04-10 16:10:49 main:574] : INFO : Epoch 1572 | loss: 0.0312435 | val_loss: 0.0312454 | Time: 2239.57 ms [2022-04-10 16:10:52 main:574] : INFO : Epoch 1573 | loss: 0.0312428 | val_loss: 0.0312451 | Time: 2415.9 ms [2022-04-10 16:10:54 main:574] : INFO : Epoch 1574 | loss: 0.0312425 | val_loss: 0.0312454 | Time: 2012.04 ms [2022-04-10 16:10:56 main:574] : INFO : Epoch 1575 | loss: 0.0312429 | val_loss: 0.0312448 | Time: 2113.01 ms [2022-04-10 16:10:58 main:574] : INFO : Epoch 1576 | loss: 0.0312428 | val_loss: 0.0312455 | Time: 2148.8 ms [2022-04-10 16:11:00 main:574] : INFO : Epoch 1577 | loss: 0.0312428 | val_loss: 0.0312455 | Time: 2096.52 ms [2022-04-10 16:11:02 main:574] : INFO : Epoch 1578 | loss: 0.0312425 | val_loss: 0.0312448 | Time: 2113.37 ms [2022-04-10 16:11:04 main:574] : INFO : Epoch 1579 | loss: 0.0312423 | val_loss: 0.0312456 | Time: 2097.9 ms [2022-04-10 16:11:06 main:574] : INFO : Epoch 1580 | loss: 0.0312426 | val_loss: 0.0312451 | Time: 1986.8 ms [2022-04-10 16:11:08 main:574] : INFO : Epoch 1581 | loss: 0.0312422 | val_loss: 0.0312473 | Time: 1993.88 ms [2022-04-10 16:11:11 main:574] : INFO : Epoch 1582 | loss: 0.0312427 | val_loss: 0.0312467 | Time: 2144.92 ms [2022-04-10 16:11:13 main:574] : INFO : Epoch 1583 | loss: 0.0312427 | val_loss: 0.0312447 | Time: 2076.38 ms [2022-04-10 16:11:15 main:574] : INFO : Epoch 1584 | loss: 0.0312419 | val_loss: 0.0312455 | Time: 2066.72 ms [2022-04-10 16:11:17 main:574] : INFO : Epoch 1585 | loss: 0.0312425 | val_loss: 0.0312463 | Time: 2042.17 ms [2022-04-10 16:11:19 main:574] : INFO : Epoch 1586 | loss: 0.0312419 | val_loss: 0.0312451 | Time: 1995.76 ms [2022-04-10 16:11:21 main:574] : INFO : Epoch 1587 | loss: 0.0312423 | val_loss: 0.0312454 | Time: 2121.7 ms [2022-04-10 16:11:23 main:574] : INFO : Epoch 1588 | loss: 0.0312428 | val_loss: 0.0312449 | Time: 2012.6 ms [2022-04-10 16:11:25 main:574] : INFO : Epoch 1589 | loss: 0.0312432 | val_loss: 0.0312459 | Time: 2049.9 ms [2022-04-10 16:11:27 main:574] : INFO : Epoch 1590 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 2113.99 ms [2022-04-10 16:11:30 main:574] : INFO : Epoch 1591 | loss: 0.031246 | val_loss: 0.0312522 | Time: 2290.88 ms [2022-04-10 16:11:32 main:574] : INFO : Epoch 1592 | loss: 0.0312442 | val_loss: 0.0312469 | Time: 2096.82 ms [2022-04-10 16:11:34 main:574] : INFO : Epoch 1593 | loss: 0.0312424 | val_loss: 0.0312454 | Time: 2025.74 ms [2022-04-10 16:11:36 main:574] : INFO : Epoch 1594 | loss: 0.031243 | val_loss: 0.0312451 | Time: 2057.17 ms [2022-04-10 16:11:38 main:574] : INFO : Epoch 1595 | loss: 0.031242 | val_loss: 0.0312449 | Time: 1950.14 ms [2022-04-10 16:11:40 main:574] : INFO : Epoch 1596 | loss: 0.0312422 | val_loss: 0.0312448 | Time: 2269.1 ms [2022-04-10 16:11:43 main:574] : INFO : Epoch 1597 | loss: 0.0312422 | val_loss: 0.0312449 | Time: 2128.64 ms [2022-04-10 16:11:45 main:574] : INFO : Epoch 1598 | loss: 0.0312421 | val_loss: 0.0312461 | Time: 2026.9 ms [2022-04-10 16:11:47 main:574] : INFO : Epoch 1599 | loss: 0.0312421 | val_loss: 0.0312453 | Time: 1988.43 ms [2022-04-10 16:11:49 main:574] : INFO : Epoch 1600 | loss: 0.0312428 | val_loss: 0.0312452 | Time: 2017.77 ms [2022-04-10 16:11:51 main:574] : INFO : Epoch 1601 | loss: 0.0312418 | val_loss: 0.0312444 | Time: 2170.79 ms [2022-04-10 16:11:53 main:574] : INFO : Epoch 1602 | loss: 0.0312418 | val_loss: 0.0312456 | Time: 2039.28 ms [2022-04-10 16:11:55 main:574] : INFO : Epoch 1603 | loss: 0.0312419 | val_loss: 0.0312459 | Time: 2196.63 ms [2022-04-10 16:11:58 main:574] : INFO : Epoch 1604 | loss: 0.0312419 | val_loss: 0.0312454 | Time: 2150.83 ms [2022-04-10 16:12:00 main:574] : INFO : Epoch 1605 | loss: 0.0312429 | val_loss: 0.0312455 | Time: 2131.95 ms [2022-04-10 16:12:02 main:574] : INFO : Epoch 1606 | loss: 0.0312421 | val_loss: 0.0312452 | Time: 2042.96 ms [2022-04-10 16:12:04 main:574] : INFO : Epoch 1607 | loss: 0.0312423 | val_loss: 0.0312449 | Time: 2387.48 ms [2022-04-10 16:12:06 main:574] : INFO : Epoch 1608 | loss: 0.0312422 | val_loss: 0.0312451 | Time: 2093.96 ms [2022-04-10 16:12:08 main:574] : INFO : Epoch 1609 | loss: 0.0312421 | val_loss: 0.0312447 | Time: 1961.03 ms [2022-04-10 16:12:11 main:574] : INFO : Epoch 1610 | loss: 0.0312427 | val_loss: 0.031247 | Time: 2238.4 ms [2022-04-10 16:12:13 main:574] : INFO : Epoch 1611 | loss: 0.0312423 | val_loss: 0.0312451 | Time: 2039.77 ms [2022-04-10 16:12:15 main:574] : INFO : Epoch 1612 | loss: 0.0312425 | val_loss: 0.0312464 | Time: 1991.74 ms [2022-04-10 16:12:17 main:574] : INFO : Epoch 1613 | loss: 0.0312428 | val_loss: 0.0312453 | Time: 2073.31 ms [2022-04-10 16:12:19 main:574] : INFO : Epoch 1614 | loss: 0.0312428 | val_loss: 0.0312452 | Time: 2046.11 ms [2022-04-10 16:12:21 main:574] : INFO : Epoch 1615 | loss: 0.0312421 | val_loss: 0.0312459 | Time: 2063.23 ms [2022-04-10 16:12:23 main:574] : INFO : Epoch 1616 | loss: 0.0312417 | val_loss: 0.0312451 | Time: 2135.3 ms [2022-04-10 16:12:26 main:574] : INFO : Epoch 1617 | loss: 0.0312422 | val_loss: 0.0312453 | Time: 2199.29 ms [2022-04-10 16:12:28 main:574] : INFO : Epoch 1618 | loss: 0.0312437 | val_loss: 0.0312489 | Time: 2046.77 ms [2022-04-10 16:12:30 main:574] : INFO : Epoch 1619 | loss: 0.0312441 | val_loss: 0.0312491 | Time: 2007.75 ms [2022-04-10 16:12:32 main:574] : INFO : Epoch 1620 | loss: 0.031244 | val_loss: 0.0312519 | Time: 2061.13 ms [2022-04-10 16:12:34 main:574] : INFO : Epoch 1621 | loss: 0.0312445 | val_loss: 0.0312446 | Time: 2095.62 ms [2022-04-10 16:12:36 main:574] : INFO : Epoch 1622 | loss: 0.0312426 | val_loss: 0.0312451 | Time: 2031.82 ms [2022-04-10 16:12:38 main:574] : INFO : Epoch 1623 | loss: 0.0312429 | val_loss: 0.0312456 | Time: 1995.3 ms [2022-04-10 16:12:40 main:574] : INFO : Epoch 1624 | loss: 0.0312425 | val_loss: 0.0312448 | Time: 2015.12 ms [2022-04-10 16:12:42 main:574] : INFO : Epoch 1625 | loss: 0.0312428 | val_loss: 0.0312449 | Time: 2229.82 ms [2022-04-10 16:12:44 main:574] : INFO : Epoch 1626 | loss: 0.0312427 | val_loss: 0.0312451 | Time: 2078.89 ms [2022-04-10 16:12:46 main:574] : INFO : Epoch 1627 | loss: 0.0312431 | val_loss: 0.0312469 | Time: 2013.9 ms [2022-04-10 16:12:49 main:574] : INFO : Epoch 1628 | loss: 0.0312435 | val_loss: 0.0312458 | Time: 2011.08 ms [2022-04-10 16:12:51 main:574] : INFO : Epoch 1629 | loss: 0.0312441 | val_loss: 0.0312459 | Time: 2023.16 ms [2022-04-10 16:12:53 main:574] : INFO : Epoch 1630 | loss: 0.0312435 | val_loss: 0.031245 | Time: 1963.14 ms [2022-04-10 16:12:54 main:574] : INFO : Epoch 1631 | loss: 0.0312425 | val_loss: 0.0312449 | Time: 1851.76 ms [2022-04-10 16:12:56 main:574] : INFO : Epoch 1632 | loss: 0.0312425 | val_loss: 0.0312452 | Time: 1917.79 ms [2022-04-10 16:12:58 main:574] : INFO : Epoch 1633 | loss: 0.0312421 | val_loss: 0.0312461 | Time: 1851.01 ms [2022-04-10 16:13:00 main:574] : INFO : Epoch 1634 | loss: 0.0312421 | val_loss: 0.0312451 | Time: 1911.21 ms [2022-04-10 16:13:02 main:574] : INFO : Epoch 1635 | loss: 0.0312426 | val_loss: 0.0312448 | Time: 1854.29 ms [2022-04-10 16:13:04 main:574] : INFO : Epoch 1636 | loss: 0.031243 | val_loss: 0.0312444 | Time: 1908.42 ms [2022-04-10 16:13:06 main:574] : INFO : Epoch 1637 | loss: 0.0312424 | val_loss: 0.0312448 | Time: 1891.28 ms [2022-04-10 16:13:08 main:574] : INFO : Epoch 1638 | loss: 0.0312423 | val_loss: 0.0312459 | Time: 1847 ms [2022-04-10 16:13:10 main:574] : INFO : Epoch 1639 | loss: 0.0312426 | val_loss: 0.0312497 | Time: 1881.15 ms [2022-04-10 16:13:12 main:574] : INFO : Epoch 1640 | loss: 0.0312424 | val_loss: 0.0312479 | Time: 1881.47 ms [2022-04-10 16:13:14 main:574] : INFO : Epoch 1641 | loss: 0.031244 | val_loss: 0.0312462 | Time: 1926.15 ms [2022-04-10 16:13:16 main:574] : INFO : Epoch 1642 | loss: 0.0312424 | val_loss: 0.0312476 | Time: 1801.64 ms [2022-04-10 16:13:17 main:574] : INFO : Epoch 1643 | loss: 0.0312424 | val_loss: 0.0312449 | Time: 1825.29 ms [2022-04-10 16:13:19 main:574] : INFO : Epoch 1644 | loss: 0.0312423 | val_loss: 0.0312467 | Time: 1804.78 ms [2022-04-10 16:13:21 main:574] : INFO : Epoch 1645 | loss: 0.0312426 | val_loss: 0.0312448 | Time: 1897.13 ms [2022-04-10 16:13:23 main:574] : INFO : Epoch 1646 | loss: 0.0312427 | val_loss: 0.0312459 | Time: 1836.23 ms [2022-04-10 16:13:25 main:574] : INFO : Epoch 1647 | loss: 0.0312426 | val_loss: 0.031247 | Time: 1851.69 ms [2022-04-10 16:13:27 main:574] : INFO : Epoch 1648 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 1858.03 ms [2022-04-10 16:13:29 main:574] : INFO : Epoch 1649 | loss: 0.0312432 | val_loss: 0.031246 | Time: 1881.22 ms [2022-04-10 16:13:31 main:574] : INFO : Epoch 1650 | loss: 0.0312429 | val_loss: 0.0312453 | Time: 1844.69 ms [2022-04-10 16:13:33 main:574] : INFO : Epoch 1651 | loss: 0.0312432 | val_loss: 0.0312455 | Time: 1861.14 ms [2022-04-10 16:13:34 main:574] : INFO : Epoch 1652 | loss: 0.0312439 | val_loss: 0.0312465 | Time: 1870.12 ms [2022-04-10 16:13:36 main:574] : INFO : Epoch 1653 | loss: 0.0312434 | val_loss: 0.0312465 | Time: 1824.21 ms [2022-04-10 16:13:38 main:574] : INFO : Epoch 1654 | loss: 0.0312422 | val_loss: 0.0312457 | Time: 1810.45 ms [2022-04-10 16:13:40 main:574] : INFO : Epoch 1655 | loss: 0.0312433 | val_loss: 0.0312456 | Time: 1820.58 ms [2022-04-10 16:13:42 main:574] : INFO : Epoch 1656 | loss: 0.0312429 | val_loss: 0.0312456 | Time: 1847.31 ms [2022-04-10 16:13:44 main:574] : INFO : Epoch 1657 | loss: 0.0312422 | val_loss: 0.0312467 | Time: 1998.24 ms [2022-04-10 16:13:46 main:574] : INFO : Epoch 1658 | loss: 0.0312423 | val_loss: 0.0312457 | Time: 1851.88 ms [2022-04-10 16:13:48 main:574] : INFO : Epoch 1659 | loss: 0.0312439 | val_loss: 0.0312482 | Time: 1836.32 ms [2022-04-10 16:13:50 main:574] : INFO : Epoch 1660 | loss: 0.031243 | val_loss: 0.0312462 | Time: 1787.85 ms [2022-04-10 16:13:51 main:574] : INFO : Epoch 1661 | loss: 0.0312422 | val_loss: 0.0312446 | Time: 1827.46 ms [2022-04-10 16:13:53 main:574] : INFO : Epoch 1662 | loss: 0.0312424 | val_loss: 0.0312452 | Time: 1808.51 ms [2022-04-10 16:13:55 main:574] : INFO : Epoch 1663 | loss: 0.0312421 | val_loss: 0.0312447 | Time: 1851.22 ms [2022-04-10 16:13:57 main:574] : INFO : Epoch 1664 | loss: 0.0312433 | val_loss: 0.0312465 | Time: 1847.88 ms [2022-04-10 16:13:59 main:574] : INFO : Epoch 1665 | loss: 0.0312433 | val_loss: 0.0312457 | Time: 1829.73 ms [2022-04-10 16:14:01 main:574] : INFO : Epoch 1666 | loss: 0.0312425 | val_loss: 0.0312446 | Time: 1924.56 ms [2022-04-10 16:14:03 main:574] : INFO : Epoch 1667 | loss: 0.0312423 | val_loss: 0.0312473 | Time: 1933.07 ms [2022-04-10 16:14:05 main:574] : INFO : Epoch 1668 | loss: 0.0312431 | val_loss: 0.0312462 | Time: 1917.46 ms [2022-04-10 16:14:07 main:574] : INFO : Epoch 1669 | loss: 0.0312426 | val_loss: 0.0312457 | Time: 1845.71 ms [2022-04-10 16:14:09 main:574] : INFO : Epoch 1670 | loss: 0.031242 | val_loss: 0.0312445 | Time: 1782.21 ms [2022-04-10 16:14:11 main:574] : INFO : Epoch 1671 | loss: 0.0312431 | val_loss: 0.0312459 | Time: 1893.92 ms [2022-04-10 16:14:13 main:574] : INFO : Epoch 1672 | loss: 0.0312432 | val_loss: 0.031245 | Time: 2124.05 ms [2022-04-10 16:14:15 main:574] : INFO : Epoch 1673 | loss: 0.0312445 | val_loss: 0.0312484 | Time: 1917.01 ms [2022-04-10 16:14:16 main:574] : INFO : Epoch 1674 | loss: 0.0312441 | val_loss: 0.0312452 | Time: 1840.26 ms [2022-04-10 16:14:19 main:574] : INFO : Epoch 1675 | loss: 0.0312425 | val_loss: 0.0312458 | Time: 1994.54 ms [2022-04-10 16:14:20 main:574] : INFO : Epoch 1676 | loss: 0.0312422 | val_loss: 0.0312458 | Time: 1775.8 ms [2022-04-10 16:14:22 main:574] : INFO : Epoch 1677 | loss: 0.0312418 | val_loss: 0.0312445 | Time: 1863.22 ms [2022-04-10 16:14:24 main:574] : INFO : Epoch 1678 | loss: 0.0312421 | val_loss: 0.0312447 | Time: 1845.49 ms [2022-04-10 16:14:26 main:574] : INFO : Epoch 1679 | loss: 0.031242 | val_loss: 0.0312458 | Time: 1861.17 ms [2022-04-10 16:14:28 main:574] : INFO : Epoch 1680 | loss: 0.031242 | val_loss: 0.0312446 | Time: 1851.07 ms [2022-04-10 16:14:30 main:574] : INFO : Epoch 1681 | loss: 0.0312426 | val_loss: 0.0312449 | Time: 1799.61 ms [2022-04-10 16:14:32 main:574] : INFO : Epoch 1682 | loss: 0.0312424 | val_loss: 0.0312454 | Time: 1838.87 ms [2022-04-10 16:14:34 main:574] : INFO : Epoch 1683 | loss: 0.0312423 | val_loss: 0.0312447 | Time: 1947.92 ms [2022-04-10 16:14:36 main:574] : INFO : Epoch 1684 | loss: 0.0312422 | val_loss: 0.0312454 | Time: 1855.47 ms [2022-04-10 16:14:37 main:574] : INFO : Epoch 1685 | loss: 0.031242 | val_loss: 0.0312453 | Time: 1878.06 ms [2022-04-10 16:14:39 main:574] : INFO : Epoch 1686 | loss: 0.031242 | val_loss: 0.0312447 | Time: 1807.57 ms [2022-04-10 16:14:41 main:574] : INFO : Epoch 1687 | loss: 0.0312418 | val_loss: 0.031245 | Time: 1817.7 ms [2022-04-10 16:14:43 main:574] : INFO : Epoch 1688 | loss: 0.0312417 | val_loss: 0.0312467 | Time: 1835.79 ms [2022-04-10 16:14:45 main:574] : INFO : Epoch 1689 | loss: 0.0312432 | val_loss: 0.0312483 | Time: 1916.25 ms [2022-04-10 16:14:47 main:574] : INFO : Epoch 1690 | loss: 0.0312452 | val_loss: 0.0312469 | Time: 1819.06 ms [2022-04-10 16:14:49 main:574] : INFO : Epoch 1691 | loss: 0.0312431 | val_loss: 0.0312463 | Time: 1873.42 ms [2022-04-10 16:14:51 main:574] : INFO : Epoch 1692 | loss: 0.0312437 | val_loss: 0.0312451 | Time: 1804.24 ms [2022-04-10 16:14:52 main:574] : INFO : Epoch 1693 | loss: 0.0312426 | val_loss: 0.0312454 | Time: 1821.88 ms [2022-04-10 16:14:54 main:574] : INFO : Epoch 1694 | loss: 0.0312423 | val_loss: 0.0312447 | Time: 1847.73 ms [2022-04-10 16:14:56 main:574] : INFO : Epoch 1695 | loss: 0.0312422 | val_loss: 0.0312454 | Time: 1839.66 ms [2022-04-10 16:14:58 main:574] : INFO : Epoch 1696 | loss: 0.0312435 | val_loss: 0.0312447 | Time: 1877.94 ms [2022-04-10 16:15:00 main:574] : INFO : Epoch 1697 | loss: 0.031243 | val_loss: 0.0312455 | Time: 1837.64 ms [2022-04-10 16:15:02 main:574] : INFO : Epoch 1698 | loss: 0.0312423 | val_loss: 0.031245 | Time: 1972.7 ms [2022-04-10 16:15:04 main:574] : INFO : Epoch 1699 | loss: 0.0312421 | val_loss: 0.0312445 | Time: 1947.72 ms [2022-04-10 16:15:06 main:574] : INFO : Epoch 1700 | loss: 0.0312429 | val_loss: 0.0312445 | Time: 1919.16 ms [2022-04-10 16:15:08 main:574] : INFO : Epoch 1701 | loss: 0.0312425 | val_loss: 0.0312492 | Time: 1836.77 ms [2022-04-10 16:15:10 main:574] : INFO : Epoch 1702 | loss: 0.0312433 | val_loss: 0.031246 | Time: 1832.03 ms [2022-04-10 16:15:12 main:574] : INFO : Epoch 1703 | loss: 0.0312421 | val_loss: 0.0312451 | Time: 1812.15 ms [2022-04-10 16:15:14 main:574] : INFO : Epoch 1704 | loss: 0.0312428 | val_loss: 0.0312454 | Time: 1920.96 ms [2022-04-10 16:15:16 main:574] : INFO : Epoch 1705 | loss: 0.0312422 | val_loss: 0.0312452 | Time: 1835.06 ms [2022-04-10 16:15:17 main:574] : INFO : Epoch 1706 | loss: 0.0312421 | val_loss: 0.031245 | Time: 1810.62 ms [2022-04-10 16:15:19 main:574] : INFO : Epoch 1707 | loss: 0.0312425 | val_loss: 0.0312449 | Time: 1939.46 ms [2022-04-10 16:15:21 main:574] : INFO : Epoch 1708 | loss: 0.0312423 | val_loss: 0.0312447 | Time: 1884.92 ms [2022-04-10 16:15:23 main:574] : INFO : Epoch 1709 | loss: 0.0312427 | val_loss: 0.0312492 | Time: 1851.31 ms [2022-04-10 16:15:25 main:574] : INFO : Epoch 1710 | loss: 0.031244 | val_loss: 0.0312475 | Time: 2190.04 ms [2022-04-10 16:15:28 main:574] : INFO : Epoch 1711 | loss: 0.0312452 | val_loss: 0.0312501 | Time: 2089.42 ms [2022-04-10 16:15:29 main:574] : INFO : Epoch 1712 | loss: 0.0312479 | val_loss: 0.0312462 | Time: 1806.89 ms [2022-04-10 16:15:31 main:574] : INFO : Epoch 1713 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 1837.7 ms [2022-04-10 16:15:33 main:574] : INFO : Epoch 1714 | loss: 0.0312455 | val_loss: 0.0312465 | Time: 1818.48 ms [2022-04-10 16:15:35 main:574] : INFO : Epoch 1715 | loss: 0.0312436 | val_loss: 0.0312458 | Time: 1903.83 ms [2022-04-10 16:15:37 main:574] : INFO : Epoch 1716 | loss: 0.0312424 | val_loss: 0.0312448 | Time: 1884.54 ms [2022-04-10 16:15:39 main:574] : INFO : Epoch 1717 | loss: 0.0312419 | val_loss: 0.0312451 | Time: 1819.79 ms [2022-04-10 16:15:41 main:574] : INFO : Epoch 1718 | loss: 0.0312426 | val_loss: 0.0312449 | Time: 1800.65 ms [2022-04-10 16:15:43 main:574] : INFO : Epoch 1719 | loss: 0.0312432 | val_loss: 0.0312458 | Time: 1832.14 ms [2022-04-10 16:15:44 main:574] : INFO : Epoch 1720 | loss: 0.0312426 | val_loss: 0.0312454 | Time: 1844.3 ms [2022-04-10 16:15:46 main:574] : INFO : Epoch 1721 | loss: 0.0312424 | val_loss: 0.0312447 | Time: 1818.04 ms [2022-04-10 16:15:48 main:574] : INFO : Epoch 1722 | loss: 0.031242 | val_loss: 0.0312455 | Time: 1819.95 ms [2022-04-10 16:15:50 main:574] : INFO : Epoch 1723 | loss: 0.0312419 | val_loss: 0.0312447 | Time: 1860.47 ms [2022-04-10 16:15:52 main:574] : INFO : Epoch 1724 | loss: 0.0312426 | val_loss: 0.0312455 | Time: 1950.95 ms [2022-04-10 16:15:54 main:574] : INFO : Epoch 1725 | loss: 0.0312424 | val_loss: 0.0312513 | Time: 1842.64 ms [2022-04-10 16:15:56 main:574] : INFO : Epoch 1726 | loss: 0.0312457 | val_loss: 0.0312469 | Time: 1819.89 ms [2022-04-10 16:15:58 main:574] : INFO : Epoch 1727 | loss: 0.0312433 | val_loss: 0.0312467 | Time: 1871.02 ms [2022-04-10 16:16:00 main:574] : INFO : Epoch 1728 | loss: 0.0312425 | val_loss: 0.0312453 | Time: 1949.61 ms [2022-04-10 16:16:02 main:574] : INFO : Epoch 1729 | loss: 0.0312431 | val_loss: 0.0312459 | Time: 1821.98 ms [2022-04-10 16:16:03 main:574] : INFO : Epoch 1730 | loss: 0.0312422 | val_loss: 0.0312461 | Time: 1798.23 ms [2022-04-10 16:16:05 main:574] : INFO : Epoch 1731 | loss: 0.0312422 | val_loss: 0.0312452 | Time: 1866.1 ms [2022-04-10 16:16:07 main:574] : INFO : Epoch 1732 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1937.1 ms [2022-04-10 16:16:09 main:574] : INFO : Epoch 1733 | loss: 0.0312426 | val_loss: 0.0312447 | Time: 1849.88 ms [2022-04-10 16:16:11 main:574] : INFO : Epoch 1734 | loss: 0.0312422 | val_loss: 0.0312447 | Time: 1886 ms [2022-04-10 16:16:13 main:574] : INFO : Epoch 1735 | loss: 0.0312429 | val_loss: 0.0312491 | Time: 1895.01 ms [2022-04-10 16:16:15 main:574] : INFO : Epoch 1736 | loss: 0.0312438 | val_loss: 0.0312452 | Time: 2039.59 ms [2022-04-10 16:16:17 main:574] : INFO : Epoch 1737 | loss: 0.0312423 | val_loss: 0.0312471 | Time: 1884.51 ms [2022-04-10 16:16:19 main:574] : INFO : Epoch 1738 | loss: 0.0312422 | val_loss: 0.0312448 | Time: 1899.74 ms [2022-04-10 16:16:21 main:574] : INFO : Epoch 1739 | loss: 0.0312429 | val_loss: 0.0312448 | Time: 1803.14 ms [2022-04-10 16:16:23 main:574] : INFO : Epoch 1740 | loss: 0.0312429 | val_loss: 0.0312447 | Time: 1911.66 ms [2022-04-10 16:16:25 main:574] : INFO : Epoch 1741 | loss: 0.0312423 | val_loss: 0.0312459 | Time: 1868.08 ms [2022-04-10 16:16:27 main:574] : INFO : Epoch 1742 | loss: 0.0312425 | val_loss: 0.0312468 | Time: 1926.28 ms [2022-04-10 16:16:29 main:574] : INFO : Epoch 1743 | loss: 0.0312425 | val_loss: 0.0312453 | Time: 1996.78 ms [2022-04-10 16:16:31 main:574] : INFO : Epoch 1744 | loss: 0.0312426 | val_loss: 0.0312461 | Time: 1821.53 ms [2022-04-10 16:16:33 main:574] : INFO : Epoch 1745 | loss: 0.0312435 | val_loss: 0.0312466 | Time: 1849.54 ms [2022-04-10 16:16:34 main:574] : INFO : Epoch 1746 | loss: 0.0312429 | val_loss: 0.0312466 | Time: 1891.96 ms [2022-04-10 16:16:36 main:574] : INFO : Epoch 1747 | loss: 0.031243 | val_loss: 0.0312457 | Time: 1849.18 ms [2022-04-10 16:16:38 main:574] : INFO : Epoch 1748 | loss: 0.0312425 | val_loss: 0.031245 | Time: 1929.97 ms [2022-04-10 16:16:40 main:574] : INFO : Epoch 1749 | loss: 0.0312422 | val_loss: 0.0312448 | Time: 1924.67 ms [2022-04-10 16:16:42 main:574] : INFO : Epoch 1750 | loss: 0.0312426 | val_loss: 0.0312446 | Time: 1871.19 ms [2022-04-10 16:16:44 main:574] : INFO : Epoch 1751 | loss: 0.0312426 | val_loss: 0.0312474 | Time: 1889.07 ms [2022-04-10 16:16:46 main:574] : INFO : Epoch 1752 | loss: 0.0312426 | val_loss: 0.0312446 | Time: 1896.7 ms [2022-04-10 16:16:48 main:574] : INFO : Epoch 1753 | loss: 0.0312427 | val_loss: 0.0312461 | Time: 1808.56 ms [2022-04-10 16:16:50 main:574] : INFO : Epoch 1754 | loss: 0.0312431 | val_loss: 0.0312478 | Time: 1867.1 ms [2022-04-10 16:16:52 main:574] : INFO : Epoch 1755 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 1820.22 ms [2022-04-10 16:16:54 main:574] : INFO : Epoch 1756 | loss: 0.031242 | val_loss: 0.0312471 | Time: 1889.51 ms [2022-04-10 16:16:55 main:574] : INFO : Epoch 1757 | loss: 0.0312439 | val_loss: 0.0312499 | Time: 1814.75 ms [2022-04-10 16:16:57 main:574] : INFO : Epoch 1758 | loss: 0.0312429 | val_loss: 0.0312448 | Time: 1832.72 ms [2022-04-10 16:16:59 main:574] : INFO : Epoch 1759 | loss: 0.0312423 | val_loss: 0.031245 | Time: 1926.02 ms [2022-04-10 16:17:01 main:574] : INFO : Epoch 1760 | loss: 0.0312425 | val_loss: 0.0312475 | Time: 1861.41 ms [2022-04-10 16:17:03 main:574] : INFO : Epoch 1761 | loss: 0.0312422 | val_loss: 0.0312463 | Time: 1913.34 ms [2022-04-10 16:17:05 main:574] : INFO : Epoch 1762 | loss: 0.0312423 | val_loss: 0.0312459 | Time: 1935.81 ms [2022-04-10 16:17:07 main:574] : INFO : Epoch 1763 | loss: 0.031243 | val_loss: 0.0312462 | Time: 1966.17 ms [2022-04-10 16:17:09 main:574] : INFO : Epoch 1764 | loss: 0.0312421 | val_loss: 0.0312453 | Time: 1961.24 ms [2022-04-10 16:17:11 main:574] : INFO : Epoch 1765 | loss: 0.0312425 | val_loss: 0.0312452 | Time: 1972.46 ms [2022-04-10 16:17:13 main:574] : INFO : Epoch 1766 | loss: 0.0312424 | val_loss: 0.0312475 | Time: 1833.74 ms [2022-04-10 16:17:15 main:574] : INFO : Epoch 1767 | loss: 0.0312423 | val_loss: 0.0312456 | Time: 1878.28 ms [2022-04-10 16:17:17 main:574] : INFO : Epoch 1768 | loss: 0.0312431 | val_loss: 0.0312475 | Time: 1850.5 ms [2022-04-10 16:17:19 main:574] : INFO : Epoch 1769 | loss: 0.0312423 | val_loss: 0.0312453 | Time: 1856.52 ms [2022-04-10 16:17:21 main:574] : INFO : Epoch 1770 | loss: 0.0312434 | val_loss: 0.0312522 | Time: 1823.67 ms [2022-04-10 16:17:23 main:574] : INFO : Epoch 1771 | loss: 0.0312514 | val_loss: 0.0312686 | Time: 1764 ms [2022-04-10 16:17:24 main:574] : INFO : Epoch 1772 | loss: 0.0312547 | val_loss: 0.0312474 | Time: 1867.37 ms [2022-04-10 16:17:26 main:574] : INFO : Epoch 1773 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 1816.02 ms [2022-04-10 16:17:28 main:574] : INFO : Epoch 1774 | loss: 0.0312443 | val_loss: 0.0312463 | Time: 1974.27 ms [2022-04-10 16:17:30 main:574] : INFO : Epoch 1775 | loss: 0.0312422 | val_loss: 0.0312451 | Time: 1836.28 ms [2022-04-10 16:17:32 main:574] : INFO : Epoch 1776 | loss: 0.0312424 | val_loss: 0.0312447 | Time: 1845.75 ms [2022-04-10 16:17:34 main:574] : INFO : Epoch 1777 | loss: 0.0312422 | val_loss: 0.0312446 | Time: 1902.92 ms [2022-04-10 16:17:36 main:574] : INFO : Epoch 1778 | loss: 0.0312424 | val_loss: 0.0312463 | Time: 1831.09 ms [2022-04-10 16:17:38 main:574] : INFO : Epoch 1779 | loss: 0.0312419 | val_loss: 0.0312457 | Time: 1827.17 ms [2022-04-10 16:17:40 main:574] : INFO : Epoch 1780 | loss: 0.0312423 | val_loss: 0.0312452 | Time: 1890.45 ms [2022-04-10 16:17:42 main:574] : INFO : Epoch 1781 | loss: 0.0312421 | val_loss: 0.0312451 | Time: 1849.74 ms [2022-04-10 16:17:44 main:574] : INFO : Epoch 1782 | loss: 0.0312421 | val_loss: 0.0312449 | Time: 1955.27 ms [2022-04-10 16:17:46 main:574] : INFO : Epoch 1783 | loss: 0.0312421 | val_loss: 0.0312462 | Time: 1884.26 ms [2022-04-10 16:17:48 main:574] : INFO : Epoch 1784 | loss: 0.0312419 | val_loss: 0.0312454 | Time: 2045.21 ms [2022-04-10 16:17:50 main:574] : INFO : Epoch 1785 | loss: 0.0312421 | val_loss: 0.0312458 | Time: 1799.6 ms [2022-04-10 16:17:51 main:574] : INFO : Epoch 1786 | loss: 0.0312431 | val_loss: 0.0312512 | Time: 1855.94 ms [2022-04-10 16:17:53 main:574] : INFO : Epoch 1787 | loss: 0.0312437 | val_loss: 0.0312462 | Time: 1853.66 ms [2022-04-10 16:17:55 main:574] : INFO : Epoch 1788 | loss: 0.0312424 | val_loss: 0.0312471 | Time: 1956.26 ms [2022-04-10 16:17:57 main:574] : INFO : Epoch 1789 | loss: 0.0312424 | val_loss: 0.0312463 | Time: 1884.74 ms [2022-04-10 16:17:59 main:574] : INFO : Epoch 1790 | loss: 0.0312424 | val_loss: 0.0312449 | Time: 1921.82 ms [2022-04-10 16:18:01 main:574] : INFO : Epoch 1791 | loss: 0.0312421 | val_loss: 0.0312451 | Time: 1828.11 ms [2022-04-10 16:18:03 main:574] : INFO : Epoch 1792 | loss: 0.0312426 | val_loss: 0.0312461 | Time: 1795.97 ms [2022-04-10 16:18:05 main:574] : INFO : Epoch 1793 | loss: 0.0312427 | val_loss: 0.0312447 | Time: 1823.7 ms [2022-04-10 16:18:07 main:574] : INFO : Epoch 1794 | loss: 0.0312428 | val_loss: 0.0312451 | Time: 1888.61 ms [2022-04-10 16:18:09 main:574] : INFO : Epoch 1795 | loss: 0.0312423 | val_loss: 0.031247 | Time: 1839.73 ms [2022-04-10 16:18:11 main:574] : INFO : Epoch 1796 | loss: 0.0312425 | val_loss: 0.0312459 | Time: 1866.18 ms [2022-04-10 16:18:13 main:574] : INFO : Epoch 1797 | loss: 0.0312422 | val_loss: 0.0312446 | Time: 1813.32 ms [2022-04-10 16:18:15 main:574] : INFO : Epoch 1798 | loss: 0.0312419 | val_loss: 0.0312471 | Time: 1961.76 ms [2022-04-10 16:18:16 main:574] : INFO : Epoch 1799 | loss: 0.0312431 | val_loss: 0.0312446 | Time: 1852.92 ms [2022-04-10 16:18:18 main:574] : INFO : Epoch 1800 | loss: 0.0312429 | val_loss: 0.0312448 | Time: 1848.11 ms [2022-04-10 16:18:20 main:574] : INFO : Epoch 1801 | loss: 0.031242 | val_loss: 0.0312447 | Time: 1923.71 ms [2022-04-10 16:18:22 main:574] : INFO : Epoch 1802 | loss: 0.0312425 | val_loss: 0.0312449 | Time: 1904.48 ms [2022-04-10 16:18:24 main:574] : INFO : Epoch 1803 | loss: 0.0312418 | val_loss: 0.0312451 | Time: 1969.04 ms [2022-04-10 16:18:26 main:574] : INFO : Epoch 1804 | loss: 0.0312419 | val_loss: 0.0312448 | Time: 1857.7 ms [2022-04-10 16:18:28 main:574] : INFO : Epoch 1805 | loss: 0.0312419 | val_loss: 0.0312457 | Time: 1895.93 ms [2022-04-10 16:18:30 main:574] : INFO : Epoch 1806 | loss: 0.0312423 | val_loss: 0.0312447 | Time: 1939.69 ms [2022-04-10 16:18:32 main:574] : INFO : Epoch 1807 | loss: 0.0312428 | val_loss: 0.031245 | Time: 1838.96 ms [2022-04-10 16:18:34 main:574] : INFO : Epoch 1808 | loss: 0.0312432 | val_loss: 0.0312468 | Time: 1880.63 ms [2022-04-10 16:18:36 main:574] : INFO : Epoch 1809 | loss: 0.0312434 | val_loss: 0.0312466 | Time: 1815.2 ms [2022-04-10 16:18:38 main:574] : INFO : Epoch 1810 | loss: 0.031242 | val_loss: 0.0312462 | Time: 1846.54 ms [2022-04-10 16:18:39 main:574] : INFO : Epoch 1811 | loss: 0.0312419 | val_loss: 0.0312452 | Time: 1803.52 ms [2022-04-10 16:18:41 main:574] : INFO : Epoch 1812 | loss: 0.0312432 | val_loss: 0.0312467 | Time: 1917.87 ms [2022-04-10 16:18:43 main:574] : INFO : Epoch 1813 | loss: 0.0312435 | val_loss: 0.0312448 | Time: 1829.38 ms [2022-04-10 16:18:45 main:574] : INFO : Epoch 1814 | loss: 0.0312448 | val_loss: 0.031245 | Time: 1954.89 ms [2022-04-10 16:18:47 main:574] : INFO : Epoch 1815 | loss: 0.0312423 | val_loss: 0.0312453 | Time: 2111.18 ms [2022-04-10 16:18:49 main:574] : INFO : Epoch 1816 | loss: 0.0312427 | val_loss: 0.0312474 | Time: 1854.96 ms [2022-04-10 16:18:51 main:574] : INFO : Epoch 1817 | loss: 0.0312439 | val_loss: 0.0312456 | Time: 1846.73 ms [2022-04-10 16:18:53 main:574] : INFO : Epoch 1818 | loss: 0.0312426 | val_loss: 0.0312466 | Time: 1823.56 ms [2022-04-10 16:18:55 main:574] : INFO : Epoch 1819 | loss: 0.031244 | val_loss: 0.0312479 | Time: 1815.48 ms [2022-04-10 16:18:57 main:574] : INFO : Epoch 1820 | loss: 0.0312484 | val_loss: 0.0313779 | Time: 1872.1 ms [2022-04-10 16:18:59 main:574] : INFO : Epoch 1821 | loss: 0.0317588 | val_loss: 0.0393125 | Time: 1883.37 ms [2022-04-10 16:19:01 main:574] : INFO : Epoch 1822 | loss: 0.0348514 | val_loss: 0.0325353 | Time: 1940.49 ms [2022-04-10 16:19:03 main:574] : INFO : Epoch 1823 | loss: 0.0316321 | val_loss: 0.0313338 | Time: 1802.79 ms [2022-04-10 16:19:04 main:574] : INFO : Epoch 1824 | loss: 0.0313038 | val_loss: 0.0312712 | Time: 1804.14 ms [2022-04-10 16:19:06 main:574] : INFO : Epoch 1825 | loss: 0.0312566 | val_loss: 0.0312508 | Time: 1861.26 ms [2022-04-10 16:19:08 main:574] : INFO : Epoch 1826 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1847.84 ms [2022-04-10 16:19:10 main:574] : INFO : Epoch 1827 | loss: 0.0312441 | val_loss: 0.0312455 | Time: 1800.62 ms [2022-04-10 16:19:12 main:574] : INFO : Epoch 1828 | loss: 0.0312431 | val_loss: 0.0312456 | Time: 1885.09 ms [2022-04-10 16:19:14 main:574] : INFO : Epoch 1829 | loss: 0.0312423 | val_loss: 0.0312453 | Time: 1797.51 ms [2022-04-10 16:19:16 main:574] : INFO : Epoch 1830 | loss: 0.0312421 | val_loss: 0.0312453 | Time: 1829.49 ms [2022-04-10 16:19:18 main:574] : INFO : Epoch 1831 | loss: 0.031242 | val_loss: 0.0312454 | Time: 1871.33 ms [2022-04-10 16:19:20 main:574] : INFO : Epoch 1832 | loss: 0.031242 | val_loss: 0.0312455 | Time: 1857.22 ms [2022-04-10 16:19:21 main:574] : INFO : Epoch 1833 | loss: 0.0312421 | val_loss: 0.0312453 | Time: 1813.96 ms [2022-04-10 16:19:23 main:574] : INFO : Epoch 1834 | loss: 0.0312421 | val_loss: 0.0312457 | Time: 1867.35 ms [2022-04-10 16:19:25 main:574] : INFO : Epoch 1835 | loss: 0.0312422 | val_loss: 0.0312456 | Time: 1866.16 ms [2022-04-10 16:19:27 main:574] : INFO : Epoch 1836 | loss: 0.031242 | val_loss: 0.0312457 | Time: 1894.04 ms [2022-04-10 16:19:29 main:574] : INFO : Epoch 1837 | loss: 0.031242 | val_loss: 0.0312453 | Time: 1893.33 ms [2022-04-10 16:19:31 main:574] : INFO : Epoch 1838 | loss: 0.0312418 | val_loss: 0.0312452 | Time: 1918.94 ms [2022-04-10 16:19:33 main:574] : INFO : Epoch 1839 | loss: 0.0312419 | val_loss: 0.0312459 | Time: 1814.03 ms [2022-04-10 16:19:35 main:574] : INFO : Epoch 1840 | loss: 0.0312423 | val_loss: 0.0312455 | Time: 1849.23 ms [2022-04-10 16:19:37 main:574] : INFO : Epoch 1841 | loss: 0.0312419 | val_loss: 0.0312458 | Time: 1912.57 ms [2022-04-10 16:19:39 main:574] : INFO : Epoch 1842 | loss: 0.031242 | val_loss: 0.0312456 | Time: 1841.26 ms [2022-04-10 16:19:40 main:574] : INFO : Epoch 1843 | loss: 0.0312419 | val_loss: 0.0312455 | Time: 1798.41 ms [2022-04-10 16:19:42 main:574] : INFO : Epoch 1844 | loss: 0.0312418 | val_loss: 0.0312451 | Time: 1842.32 ms [2022-04-10 16:19:44 main:574] : INFO : Epoch 1845 | loss: 0.0312419 | val_loss: 0.0312456 | Time: 1824.72 ms [2022-04-10 16:19:46 main:574] : INFO : Epoch 1846 | loss: 0.0312419 | val_loss: 0.0312452 | Time: 1984.16 ms [2022-04-10 16:19:48 main:574] : INFO : Epoch 1847 | loss: 0.0312421 | val_loss: 0.0312457 | Time: 1942.83 ms [2022-04-10 16:19:50 main:574] : INFO : Epoch 1848 | loss: 0.0312418 | val_loss: 0.0312455 | Time: 1901.19 ms [2022-04-10 16:19:52 main:574] : INFO : Epoch 1849 | loss: 0.0312417 | val_loss: 0.0312452 | Time: 1837.81 ms [2022-04-10 16:19:54 main:574] : INFO : Epoch 1850 | loss: 0.0312417 | val_loss: 0.0312452 | Time: 1906.17 ms [2022-04-10 16:19:56 main:574] : INFO : Epoch 1851 | loss: 0.0312418 | val_loss: 0.0312453 | Time: 1889.45 ms [2022-04-10 16:19:58 main:574] : INFO : Epoch 1852 | loss: 0.0312417 | val_loss: 0.031245 | Time: 1913.61 ms [2022-04-10 16:20:00 main:574] : INFO : Epoch 1853 | loss: 0.0312418 | val_loss: 0.0312455 | Time: 1863.7 ms [2022-04-10 16:20:02 main:574] : INFO : Epoch 1854 | loss: 0.0312418 | val_loss: 0.0312451 | Time: 1900.98 ms [2022-04-10 16:20:04 main:574] : INFO : Epoch 1855 | loss: 0.0312419 | val_loss: 0.0312454 | Time: 1806.65 ms [2022-04-10 16:20:05 main:574] : INFO : Epoch 1856 | loss: 0.0312417 | val_loss: 0.0312452 | Time: 1800.46 ms [2022-04-10 16:20:07 main:574] : INFO : Epoch 1857 | loss: 0.0312417 | val_loss: 0.0312452 | Time: 1902.2 ms [2022-04-10 16:20:09 main:574] : INFO : Epoch 1858 | loss: 0.0312417 | val_loss: 0.0312451 | Time: 1828.31 ms [2022-04-10 16:20:11 main:574] : INFO : Epoch 1859 | loss: 0.0312417 | val_loss: 0.0312451 | Time: 1843.38 ms [2022-04-10 16:20:13 main:574] : INFO : Epoch 1860 | loss: 0.0312418 | val_loss: 0.0312453 | Time: 1855.88 ms [2022-04-10 16:20:15 main:574] : INFO : Epoch 1861 | loss: 0.0312417 | val_loss: 0.0312452 | Time: 1847.12 ms [2022-04-10 16:20:17 main:574] : INFO : Epoch 1862 | loss: 0.031242 | val_loss: 0.0312458 | Time: 1909.01 ms [2022-04-10 16:20:19 main:574] : INFO : Epoch 1863 | loss: 0.0312419 | val_loss: 0.0312462 | Time: 1908.39 ms [2022-04-10 16:20:21 main:574] : INFO : Epoch 1864 | loss: 0.031242 | val_loss: 0.0312453 | Time: 1816.49 ms [2022-04-10 16:20:23 main:574] : INFO : Epoch 1865 | loss: 0.0312419 | val_loss: 0.0312451 | Time: 1820.2 ms [2022-04-10 16:20:24 main:574] : INFO : Epoch 1866 | loss: 0.0312422 | val_loss: 0.0312454 | Time: 1807.24 ms [2022-04-10 16:20:26 main:574] : INFO : Epoch 1867 | loss: 0.0312418 | val_loss: 0.0312454 | Time: 1853.72 ms [2022-04-10 16:20:28 main:574] : INFO : Epoch 1868 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1877.83 ms [2022-04-10 16:20:30 main:574] : INFO : Epoch 1869 | loss: 0.0312418 | val_loss: 0.0312453 | Time: 1972.5 ms [2022-04-10 16:20:32 main:574] : INFO : Epoch 1870 | loss: 0.0312418 | val_loss: 0.0312451 | Time: 1894.64 ms [2022-04-10 16:20:34 main:574] : INFO : Epoch 1871 | loss: 0.0312421 | val_loss: 0.0312458 | Time: 1853.22 ms [2022-04-10 16:20:36 main:574] : INFO : Epoch 1872 | loss: 0.0312423 | val_loss: 0.0312454 | Time: 1815.62 ms [2022-04-10 16:20:38 main:574] : INFO : Epoch 1873 | loss: 0.0312422 | val_loss: 0.0312451 | Time: 1903.66 ms [2022-04-10 16:20:40 main:574] : INFO : Epoch 1874 | loss: 0.0312418 | val_loss: 0.031246 | Time: 1838.9 ms [2022-04-10 16:20:42 main:574] : INFO : Epoch 1875 | loss: 0.031242 | val_loss: 0.0312456 | Time: 1899.28 ms [2022-04-10 16:20:44 main:574] : INFO : Epoch 1876 | loss: 0.0312423 | val_loss: 0.0312451 | Time: 1862.2 ms [2022-04-10 16:20:46 main:574] : INFO : Epoch 1877 | loss: 0.031242 | val_loss: 0.0312457 | Time: 1911.96 ms [2022-04-10 16:20:48 main:574] : INFO : Epoch 1878 | loss: 0.0312426 | val_loss: 0.0312465 | Time: 2055.01 ms [2022-04-10 16:20:50 main:574] : INFO : Epoch 1879 | loss: 0.0312423 | val_loss: 0.0312452 | Time: 1836.07 ms [2022-04-10 16:20:52 main:574] : INFO : Epoch 1880 | loss: 0.0312418 | val_loss: 0.0312451 | Time: 1837.71 ms [2022-04-10 16:20:53 main:574] : INFO : Epoch 1881 | loss: 0.0312419 | val_loss: 0.0312455 | Time: 1781.29 ms [2022-04-10 16:20:55 main:574] : INFO : Epoch 1882 | loss: 0.031242 | val_loss: 0.0312462 | Time: 1999.28 ms [2022-04-10 16:20:57 main:574] : INFO : Epoch 1883 | loss: 0.0312425 | val_loss: 0.0312454 | Time: 1887.84 ms [2022-04-10 16:20:59 main:574] : INFO : Epoch 1884 | loss: 0.0312424 | val_loss: 0.0312475 | Time: 1921.83 ms [2022-04-10 16:21:01 main:574] : INFO : Epoch 1885 | loss: 0.0312419 | val_loss: 0.0312452 | Time: 1904.05 ms [2022-04-10 16:21:03 main:574] : INFO : Epoch 1886 | loss: 0.0312418 | val_loss: 0.0312454 | Time: 1905.95 ms [2022-04-10 16:21:05 main:574] : INFO : Epoch 1887 | loss: 0.0312419 | val_loss: 0.0312454 | Time: 1843.73 ms [2022-04-10 16:21:07 main:574] : INFO : Epoch 1888 | loss: 0.0312418 | val_loss: 0.0312452 | Time: 1780.67 ms [2022-04-10 16:21:09 main:574] : INFO : Epoch 1889 | loss: 0.0312417 | val_loss: 0.0312452 | Time: 1855.95 ms [2022-04-10 16:21:11 main:574] : INFO : Epoch 1890 | loss: 0.0312421 | val_loss: 0.0312465 | Time: 1841.11 ms [2022-04-10 16:21:13 main:574] : INFO : Epoch 1891 | loss: 0.0312422 | val_loss: 0.0312456 | Time: 1839.23 ms [2022-04-10 16:21:15 main:574] : INFO : Epoch 1892 | loss: 0.0312422 | val_loss: 0.0312454 | Time: 1832.89 ms [2022-04-10 16:21:16 main:574] : INFO : Epoch 1893 | loss: 0.0312419 | val_loss: 0.031245 | Time: 1871.68 ms [2022-04-10 16:21:18 main:574] : INFO : Epoch 1894 | loss: 0.0312419 | val_loss: 0.0312457 | Time: 1915.97 ms [2022-04-10 16:21:20 main:574] : INFO : Epoch 1895 | loss: 0.0312419 | val_loss: 0.0312453 | Time: 1885.48 ms [2022-04-10 16:21:22 main:574] : INFO : Epoch 1896 | loss: 0.0312425 | val_loss: 0.0312453 | Time: 1834.15 ms [2022-04-10 16:21:24 main:574] : INFO : Epoch 1897 | loss: 0.0312422 | val_loss: 0.0312461 | Time: 1843.67 ms [2022-04-10 16:21:26 main:574] : INFO : Epoch 1898 | loss: 0.0312419 | val_loss: 0.0312455 | Time: 1856.1 ms [2022-04-10 16:21:28 main:574] : INFO : Epoch 1899 | loss: 0.0312417 | val_loss: 0.0312455 | Time: 1867.35 ms [2022-04-10 16:21:30 main:574] : INFO : Epoch 1900 | loss: 0.0312423 | val_loss: 0.0312457 | Time: 1850.39 ms [2022-04-10 16:21:32 main:574] : INFO : Epoch 1901 | loss: 0.031242 | val_loss: 0.0312459 | Time: 1823.49 ms [2022-04-10 16:21:34 main:574] : INFO : Epoch 1902 | loss: 0.0312421 | val_loss: 0.0312454 | Time: 1900.17 ms [2022-04-10 16:21:36 main:574] : INFO : Epoch 1903 | loss: 0.0312419 | val_loss: 0.0312452 | Time: 1845.64 ms [2022-04-10 16:21:37 main:574] : INFO : Epoch 1904 | loss: 0.031242 | val_loss: 0.0312456 | Time: 1817.79 ms [2022-04-10 16:21:39 main:574] : INFO : Epoch 1905 | loss: 0.0312421 | val_loss: 0.0312455 | Time: 1931.64 ms [2022-04-10 16:21:41 main:574] : INFO : Epoch 1906 | loss: 0.0312421 | val_loss: 0.0312456 | Time: 1923.47 ms [2022-04-10 16:21:43 main:574] : INFO : Epoch 1907 | loss: 0.0312422 | val_loss: 0.0312452 | Time: 1881.9 ms [2022-04-10 16:21:45 main:574] : INFO : Epoch 1908 | loss: 0.0312418 | val_loss: 0.0312452 | Time: 1854.88 ms [2022-04-10 16:21:47 main:574] : INFO : Epoch 1909 | loss: 0.031242 | val_loss: 0.0312451 | Time: 1938.59 ms [2022-04-10 16:21:49 main:574] : INFO : Epoch 1910 | loss: 0.0312418 | val_loss: 0.0312451 | Time: 2073.57 ms [2022-04-10 16:21:51 main:574] : INFO : Epoch 1911 | loss: 0.0312418 | val_loss: 0.0312454 | Time: 1888.77 ms [2022-04-10 16:21:53 main:574] : INFO : Epoch 1912 | loss: 0.0312421 | val_loss: 0.0312455 | Time: 1838.83 ms [2022-04-10 16:21:55 main:574] : INFO : Epoch 1913 | loss: 0.0312417 | val_loss: 0.031245 | Time: 1837.05 ms [2022-04-10 16:21:57 main:574] : INFO : Epoch 1914 | loss: 0.0312419 | val_loss: 0.0312456 | Time: 1822.86 ms [2022-04-10 16:21:59 main:574] : INFO : Epoch 1915 | loss: 0.0312419 | val_loss: 0.0312456 | Time: 1897.13 ms [2022-04-10 16:22:01 main:574] : INFO : Epoch 1916 | loss: 0.0312425 | val_loss: 0.0312451 | Time: 1834 ms [2022-04-10 16:22:03 main:574] : INFO : Epoch 1917 | loss: 0.0312418 | val_loss: 0.0312451 | Time: 1906.47 ms [2022-04-10 16:22:05 main:574] : INFO : Epoch 1918 | loss: 0.0312418 | val_loss: 0.0312479 | Time: 2002.29 ms [2022-04-10 16:22:07 main:574] : INFO : Epoch 1919 | loss: 0.0312428 | val_loss: 0.0312455 | Time: 1858.46 ms [2022-04-10 16:22:09 main:574] : INFO : Epoch 1920 | loss: 0.0312417 | val_loss: 0.0312456 | Time: 1965.77 ms [2022-04-10 16:22:11 main:574] : INFO : Epoch 1921 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1888.67 ms [2022-04-10 16:22:12 main:574] : INFO : Epoch 1922 | loss: 0.0312418 | val_loss: 0.0312452 | Time: 1807.26 ms [2022-04-10 16:22:14 main:574] : INFO : Epoch 1923 | loss: 0.0312417 | val_loss: 0.0312451 | Time: 1872.94 ms [2022-04-10 16:22:16 main:574] : INFO : Epoch 1924 | loss: 0.0312419 | val_loss: 0.0312453 | Time: 1818.08 ms [2022-04-10 16:22:18 main:574] : INFO : Epoch 1925 | loss: 0.0312418 | val_loss: 0.0312455 | Time: 1865.38 ms [2022-04-10 16:22:20 main:574] : INFO : Epoch 1926 | loss: 0.0312417 | val_loss: 0.0312453 | Time: 1932.55 ms [2022-04-10 16:22:22 main:574] : INFO : Epoch 1927 | loss: 0.0312419 | val_loss: 0.0312455 | Time: 1826.03 ms [2022-04-10 16:22:24 main:574] : INFO : Epoch 1928 | loss: 0.0312425 | val_loss: 0.0312451 | Time: 1796.82 ms [2022-04-10 16:22:26 main:574] : INFO : Epoch 1929 | loss: 0.0312427 | val_loss: 0.0312458 | Time: 1811.97 ms [2022-04-10 16:22:27 main:574] : INFO : Epoch 1930 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1831.29 ms [2022-04-10 16:22:29 main:574] : INFO : Epoch 1931 | loss: 0.0312419 | val_loss: 0.0312455 | Time: 1871.04 ms [2022-04-10 16:22:31 main:574] : INFO : Epoch 1932 | loss: 0.0312418 | val_loss: 0.0312453 | Time: 1909.31 ms [2022-04-10 16:22:33 main:574] : INFO : Epoch 1933 | loss: 0.031242 | val_loss: 0.0312449 | Time: 1772.67 ms [2022-04-10 16:22:35 main:574] : INFO : Epoch 1934 | loss: 0.0312421 | val_loss: 0.031246 | Time: 1848.48 ms [2022-04-10 16:22:37 main:574] : INFO : Epoch 1935 | loss: 0.0312424 | val_loss: 0.0312463 | Time: 1864.32 ms [2022-04-10 16:22:39 main:574] : INFO : Epoch 1936 | loss: 0.0312418 | val_loss: 0.0312451 | Time: 1893.53 ms [2022-04-10 16:22:41 main:574] : INFO : Epoch 1937 | loss: 0.0312417 | val_loss: 0.0312451 | Time: 1860.24 ms [2022-04-10 16:22:43 main:574] : INFO : Epoch 1938 | loss: 0.0312421 | val_loss: 0.0312454 | Time: 1886.29 ms [2022-04-10 16:22:45 main:574] : INFO : Epoch 1939 | loss: 0.0312421 | val_loss: 0.0312453 | Time: 2176.12 ms [2022-04-10 16:22:47 main:574] : INFO : Epoch 1940 | loss: 0.0312425 | val_loss: 0.0312456 | Time: 2187.64 ms [2022-04-10 16:22:49 main:574] : INFO : Epoch 1941 | loss: 0.0312422 | val_loss: 0.0312451 | Time: 1853.28 ms [2022-04-10 16:22:51 main:574] : INFO : Epoch 1942 | loss: 0.0312417 | val_loss: 0.0312455 | Time: 1912.7 ms [2022-04-10 16:22:53 main:574] : INFO : Epoch 1943 | loss: 0.0312418 | val_loss: 0.0312455 | Time: 1794.61 ms [2022-04-10 16:22:55 main:574] : INFO : Epoch 1944 | loss: 0.0312419 | val_loss: 0.0312453 | Time: 1748.31 ms [2022-04-10 16:22:57 main:574] : INFO : Epoch 1945 | loss: 0.0312421 | val_loss: 0.031245 | Time: 1836.98 ms [2022-04-10 16:22:59 main:574] : INFO : Epoch 1946 | loss: 0.0312418 | val_loss: 0.0312451 | Time: 1767.32 ms [2022-04-10 16:23:01 main:574] : INFO : Epoch 1947 | loss: 0.0312421 | val_loss: 0.0312454 | Time: 1838.94 ms [2022-04-10 16:23:02 main:574] : INFO : Epoch 1948 | loss: 0.0312421 | val_loss: 0.031245 | Time: 1763.66 ms [2022-04-10 16:23:04 main:574] : INFO : Epoch 1949 | loss: 0.0312419 | val_loss: 0.031245 | Time: 1862.58 ms [2022-04-10 16:23:06 main:574] : INFO : Epoch 1950 | loss: 0.0312419 | val_loss: 0.0312454 | Time: 1772.76 ms [2022-04-10 16:23:08 main:574] : INFO : Epoch 1951 | loss: 0.0312429 | val_loss: 0.0312454 | Time: 1800.48 ms [2022-04-10 16:23:10 main:574] : INFO : Epoch 1952 | loss: 0.0312424 | val_loss: 0.0312452 | Time: 1864.29 ms [2022-04-10 16:23:12 main:574] : INFO : Epoch 1953 | loss: 0.0312421 | val_loss: 0.0312455 | Time: 1821.37 ms [2022-04-10 16:23:13 main:574] : INFO : Epoch 1954 | loss: 0.0312421 | val_loss: 0.0312454 | Time: 1796.46 ms [2022-04-10 16:23:15 main:574] : INFO : Epoch 1955 | loss: 0.031242 | val_loss: 0.0312456 | Time: 1832.53 ms [2022-04-10 16:23:17 main:574] : INFO : Epoch 1956 | loss: 0.0312423 | val_loss: 0.0312452 | Time: 1792.04 ms [2022-04-10 16:23:19 main:574] : INFO : Epoch 1957 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1861.71 ms [2022-04-10 16:23:21 main:574] : INFO : Epoch 1958 | loss: 0.0312417 | val_loss: 0.0312451 | Time: 1842.75 ms [2022-04-10 16:23:23 main:574] : INFO : Epoch 1959 | loss: 0.031242 | val_loss: 0.0312453 | Time: 1807.91 ms [2022-04-10 16:23:25 main:574] : INFO : Epoch 1960 | loss: 0.0312421 | val_loss: 0.0312457 | Time: 1804.36 ms [2022-04-10 16:23:26 main:574] : INFO : Epoch 1961 | loss: 0.0312425 | val_loss: 0.031246 | Time: 1718.31 ms [2022-04-10 16:23:28 main:574] : INFO : Epoch 1962 | loss: 0.0312421 | val_loss: 0.0312451 | Time: 1756.84 ms [2022-04-10 16:23:30 main:574] : INFO : Epoch 1963 | loss: 0.0312423 | val_loss: 0.0312462 | Time: 1829.98 ms [2022-04-10 16:23:32 main:574] : INFO : Epoch 1964 | loss: 0.0312421 | val_loss: 0.0312458 | Time: 1836.29 ms [2022-04-10 16:23:34 main:574] : INFO : Epoch 1965 | loss: 0.0312429 | val_loss: 0.0312453 | Time: 1776.07 ms [2022-04-10 16:23:36 main:574] : INFO : Epoch 1966 | loss: 0.0312426 | val_loss: 0.0312454 | Time: 1750.48 ms [2022-04-10 16:23:38 main:574] : INFO : Epoch 1967 | loss: 0.031242 | val_loss: 0.0312453 | Time: 1852.32 ms [2022-04-10 16:23:39 main:574] : INFO : Epoch 1968 | loss: 0.0312425 | val_loss: 0.0312459 | Time: 1844.38 ms [2022-04-10 16:23:41 main:574] : INFO : Epoch 1969 | loss: 0.0312426 | val_loss: 0.0312455 | Time: 1825.59 ms [2022-04-10 16:23:43 main:574] : INFO : Epoch 1970 | loss: 0.0312424 | val_loss: 0.0312454 | Time: 1881.9 ms [2022-04-10 16:23:45 main:574] : INFO : Epoch 1971 | loss: 0.0312423 | val_loss: 0.0312453 | Time: 1912.55 ms [2022-04-10 16:23:47 main:574] : INFO : Epoch 1972 | loss: 0.0312422 | val_loss: 0.0312494 | Time: 1867.29 ms [2022-04-10 16:23:49 main:574] : INFO : Epoch 1973 | loss: 0.0312433 | val_loss: 0.0312451 | Time: 1888.66 ms [2022-04-10 16:23:51 main:574] : INFO : Epoch 1974 | loss: 0.0312417 | val_loss: 0.0312457 | Time: 1847.66 ms [2022-04-10 16:23:53 main:574] : INFO : Epoch 1975 | loss: 0.031242 | val_loss: 0.0312458 | Time: 1876.48 ms [2022-04-10 16:23:55 main:574] : INFO : Epoch 1976 | loss: 0.0312421 | val_loss: 0.0312451 | Time: 1854.18 ms [2022-04-10 16:23:57 main:574] : INFO : Epoch 1977 | loss: 0.0312434 | val_loss: 0.0312469 | Time: 1849.88 ms [2022-04-10 16:23:59 main:574] : INFO : Epoch 1978 | loss: 0.0312447 | val_loss: 0.0312452 | Time: 1894.73 ms [2022-04-10 16:24:01 main:574] : INFO : Epoch 1979 | loss: 0.0312428 | val_loss: 0.0312452 | Time: 1896.77 ms [2022-04-10 16:24:03 main:574] : INFO : Epoch 1980 | loss: 0.0312418 | val_loss: 0.0312454 | Time: 1831.26 ms [2022-04-10 16:24:04 main:574] : INFO : Epoch 1981 | loss: 0.0312425 | val_loss: 0.0312453 | Time: 1847.37 ms [2022-04-10 16:24:06 main:574] : INFO : Epoch 1982 | loss: 0.0312423 | val_loss: 0.0312453 | Time: 1787.19 ms [2022-04-10 16:24:08 main:574] : INFO : Epoch 1983 | loss: 0.0312419 | val_loss: 0.0312452 | Time: 1912.69 ms [2022-04-10 16:24:10 main:574] : INFO : Epoch 1984 | loss: 0.0312419 | val_loss: 0.0312454 | Time: 1941.18 ms [2022-04-10 16:24:12 main:574] : INFO : Epoch 1985 | loss: 0.0312421 | val_loss: 0.0312453 | Time: 1889.24 ms [2022-04-10 16:24:14 main:574] : INFO : Epoch 1986 | loss: 0.0312421 | val_loss: 0.0312454 | Time: 1898.68 ms [2022-04-10 16:24:16 main:574] : INFO : Epoch 1987 | loss: 0.0312419 | val_loss: 0.0312456 | Time: 1802.5 ms [2022-04-10 16:24:18 main:574] : INFO : Epoch 1988 | loss: 0.031242 | val_loss: 0.0312451 | Time: 1893.8 ms [2022-04-10 16:24:20 main:574] : INFO : Epoch 1989 | loss: 0.0312418 | val_loss: 0.0312452 | Time: 1841.39 ms [2022-04-10 16:24:22 main:574] : INFO : Epoch 1990 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1890.67 ms [2022-04-10 16:24:24 main:574] : INFO : Epoch 1991 | loss: 0.0312424 | val_loss: 0.0312461 | Time: 1927.18 ms [2022-04-10 16:24:26 main:574] : INFO : Epoch 1992 | loss: 0.0312444 | val_loss: 0.0312485 | Time: 1841.97 ms [2022-04-10 16:24:27 main:574] : INFO : Epoch 1993 | loss: 0.0312442 | val_loss: 0.0312453 | Time: 1793.5 ms [2022-04-10 16:24:29 main:574] : INFO : Epoch 1994 | loss: 0.031242 | val_loss: 0.0312455 | Time: 1836 ms [2022-04-10 16:24:31 main:574] : INFO : Epoch 1995 | loss: 0.0312422 | val_loss: 0.0312465 | Time: 1864.38 ms [2022-04-10 16:24:33 main:574] : INFO : Epoch 1996 | loss: 0.0312423 | val_loss: 0.0312454 | Time: 1824.47 ms [2022-04-10 16:24:35 main:574] : INFO : Epoch 1997 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1842.17 ms [2022-04-10 16:24:37 main:574] : INFO : Epoch 1998 | loss: 0.031242 | val_loss: 0.0312451 | Time: 1820.71 ms [2022-04-10 16:24:39 main:574] : INFO : Epoch 1999 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1835.53 ms [2022-04-10 16:24:41 main:574] : INFO : Epoch 2000 | loss: 0.0312421 | val_loss: 0.0312456 | Time: 1908.85 ms [2022-04-10 16:24:43 main:574] : INFO : Epoch 2001 | loss: 0.0312423 | val_loss: 0.0312458 | Time: 1860.14 ms [2022-04-10 16:24:45 main:574] : INFO : Epoch 2002 | loss: 0.0312426 | val_loss: 0.0312457 | Time: 1904.42 ms [2022-04-10 16:24:47 main:574] : INFO : Epoch 2003 | loss: 0.0312424 | val_loss: 0.0312456 | Time: 1914.3 ms [2022-04-10 16:24:48 main:574] : INFO : Epoch 2004 | loss: 0.0312419 | val_loss: 0.0312451 | Time: 1770.57 ms [2022-04-10 16:24:50 main:574] : INFO : Epoch 2005 | loss: 0.031242 | val_loss: 0.0312465 | Time: 1869.61 ms [2022-04-10 16:24:52 main:574] : INFO : Epoch 2006 | loss: 0.0312425 | val_loss: 0.0312451 | Time: 1865.3 ms [2022-04-10 16:24:54 main:574] : INFO : Epoch 2007 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1856.18 ms [2022-04-10 16:24:56 main:574] : INFO : Epoch 2008 | loss: 0.031242 | val_loss: 0.0312458 | Time: 1834.77 ms [2022-04-10 16:24:58 main:574] : INFO : Epoch 2009 | loss: 0.0312422 | val_loss: 0.0312461 | Time: 1874.43 ms [2022-04-10 16:25:00 main:574] : INFO : Epoch 2010 | loss: 0.031242 | val_loss: 0.0312452 | Time: 1856.65 ms [2022-04-10 16:25:02 main:574] : INFO : Epoch 2011 | loss: 0.0312424 | val_loss: 0.031246 | Time: 1913.25 ms [2022-04-10 16:25:04 main:574] : INFO : Epoch 2012 | loss: 0.0312427 | val_loss: 0.0312483 | Time: 1854.65 ms [2022-04-10 16:25:05 main:574] : INFO : Epoch 2013 | loss: 0.0312442 | val_loss: 0.0312461 | Time: 1794.08 ms [2022-04-10 16:25:07 main:574] : INFO : Epoch 2014 | loss: 0.0312434 | val_loss: 0.0312455 | Time: 1790.73 ms [2022-04-10 16:25:09 main:574] : INFO : Epoch 2015 | loss: 0.031242 | val_loss: 0.0312466 | Time: 1889.39 ms [2022-04-10 16:25:11 main:574] : INFO : Epoch 2016 | loss: 0.0312429 | val_loss: 0.0312452 | Time: 1858.6 ms [2022-04-10 16:25:13 main:574] : INFO : Epoch 2017 | loss: 0.0312428 | val_loss: 0.0312465 | Time: 1978.78 ms [2022-04-10 16:25:15 main:574] : INFO : Epoch 2018 | loss: 0.0312426 | val_loss: 0.0312475 | Time: 1856 ms [2022-04-10 16:25:17 main:574] : INFO : Epoch 2019 | loss: 0.0312426 | val_loss: 0.0312454 | Time: 1803.43 ms [2022-04-10 16:25:19 main:574] : INFO : Epoch 2020 | loss: 0.031242 | val_loss: 0.0312461 | Time: 1831.79 ms [2022-04-10 16:25:21 main:574] : INFO : Epoch 2021 | loss: 0.0312424 | val_loss: 0.0312471 | Time: 1813.68 ms [2022-04-10 16:25:23 main:574] : INFO : Epoch 2022 | loss: 0.0312422 | val_loss: 0.0312454 | Time: 1876.95 ms [2022-04-10 16:25:25 main:574] : INFO : Epoch 2023 | loss: 0.0312425 | val_loss: 0.0312451 | Time: 1920.25 ms [2022-04-10 16:25:27 main:574] : INFO : Epoch 2024 | loss: 0.0312428 | val_loss: 0.0312478 | Time: 1910.97 ms [2022-04-10 16:25:29 main:574] : INFO : Epoch 2025 | loss: 0.0312423 | val_loss: 0.0312456 | Time: 2061.03 ms [2022-04-10 16:25:31 main:574] : INFO : Epoch 2026 | loss: 0.0312428 | val_loss: 0.0312466 | Time: 2099.38 ms [2022-04-10 16:25:33 main:574] : INFO : Epoch 2027 | loss: 0.0312425 | val_loss: 0.0312467 | Time: 2102.17 ms [2022-04-10 16:25:35 main:574] : INFO : Epoch 2028 | loss: 0.0312438 | val_loss: 0.0312505 | Time: 2007.08 ms [2022-04-10 16:25:37 main:574] : INFO : Epoch 2029 | loss: 0.0312444 | val_loss: 0.0312454 | Time: 2034.91 ms [2022-04-10 16:25:39 main:574] : INFO : Epoch 2030 | loss: 0.0312426 | val_loss: 0.0312452 | Time: 1969.37 ms [2022-04-10 16:25:41 main:574] : INFO : Epoch 2031 | loss: 0.0312423 | val_loss: 0.0312461 | Time: 1989.92 ms [2022-04-10 16:25:43 main:574] : INFO : Epoch 2032 | loss: 0.0312427 | val_loss: 0.0312466 | Time: 2149.84 ms [2022-04-10 16:25:45 main:574] : INFO : Epoch 2033 | loss: 0.0312425 | val_loss: 0.0312452 | Time: 2057.24 ms [2022-04-10 16:25:47 main:574] : INFO : Epoch 2034 | loss: 0.0312422 | val_loss: 0.0312465 | Time: 2058.67 ms [2022-04-10 16:25:49 main:574] : INFO : Epoch 2035 | loss: 0.0312427 | val_loss: 0.0312455 | Time: 2015 ms [2022-04-10 16:25:52 main:574] : INFO : Epoch 2036 | loss: 0.0312424 | val_loss: 0.0312455 | Time: 2254.61 ms [2022-04-10 16:25:54 main:574] : INFO : Epoch 2037 | loss: 0.0312419 | val_loss: 0.0312451 | Time: 2060.66 ms [2022-04-10 16:25:56 main:574] : INFO : Epoch 2038 | loss: 0.0312419 | val_loss: 0.0312462 | Time: 2062.62 ms [2022-04-10 16:25:58 main:574] : INFO : Epoch 2039 | loss: 0.0312428 | val_loss: 0.0312475 | Time: 2063.38 ms [2022-04-10 16:26:00 main:574] : INFO : Epoch 2040 | loss: 0.0312427 | val_loss: 0.0312458 | Time: 2161.28 ms [2022-04-10 16:26:02 main:574] : INFO : Epoch 2041 | loss: 0.0312424 | val_loss: 0.0312455 | Time: 2163.35 ms [2022-04-10 16:26:05 main:574] : INFO : Epoch 2042 | loss: 0.0312419 | val_loss: 0.0312459 | Time: 2109.43 ms [2022-04-10 16:26:07 main:574] : INFO : Epoch 2043 | loss: 0.0312423 | val_loss: 0.0312451 | Time: 2034.39 ms [2022-04-10 16:26:09 main:574] : INFO : Epoch 2044 | loss: 0.031242 | val_loss: 0.031245 | Time: 1973.73 ms [2022-04-10 16:26:11 main:574] : INFO : Epoch 2045 | loss: 0.031242 | val_loss: 0.0312455 | Time: 1998.25 ms [2022-04-10 16:26:13 main:574] : INFO : Epoch 2046 | loss: 0.0312421 | val_loss: 0.0312454 | Time: 2101.32 ms [2022-04-10 16:26:15 main:574] : INFO : Epoch 2047 | loss: 0.0312427 | val_loss: 0.0312455 | Time: 2235.81 ms [2022-04-10 16:26:17 main:574] : INFO : Epoch 2048 | loss: 0.0312421 | val_loss: 0.031245 | Time: 2066.75 ms [2022-04-10 16:26:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031245 [2022-04-10 16:26:17 main:603] : INFO : Saving end state to config to file [2022-04-10 16:26:17 main:608] : INFO : Success, exiting.. 16:26:17 (31804): 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)