Task 11104425
| Name | ParityModified-1639956278-7236-2-0_0 |
| Workunit | 8386878 |
| Created | 27 Jan 2022, 8:06:02 UTC |
| Sent | 15 Feb 2022, 8:35:37 UTC |
| Report deadline | 23 Feb 2022, 8:35:37 UTC |
| Received | 18 Feb 2022, 8:37:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17492 |
| Run time | 1 hours 52 min 45 sec |
| CPU time | 1 hours 50 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,914.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.031144 | val_loss: 0.0311799 | Time: 2257.89 ms [2022-02-18 09:18:07 main:574] : INFO : Epoch 1543 | loss: 0.031144 | val_loss: 0.0311861 | Time: 2376.24 ms [2022-02-18 09:18:09 main:574] : INFO : Epoch 1544 | loss: 0.0311435 | val_loss: 0.0311856 | Time: 2120.48 ms [2022-02-18 09:18:12 main:574] : INFO : Epoch 1545 | loss: 0.031148 | val_loss: 0.0311774 | Time: 2504.24 ms [2022-02-18 09:18:14 main:574] : INFO : Epoch 1546 | loss: 0.0311519 | val_loss: 0.0311782 | Time: 2044.66 ms [2022-02-18 09:18:16 main:574] : INFO : Epoch 1547 | loss: 0.0311511 | val_loss: 0.0311829 | Time: 2382.72 ms [2022-02-18 09:18:18 main:574] : INFO : Epoch 1548 | loss: 0.031149 | val_loss: 0.0311845 | Time: 2212.08 ms [2022-02-18 09:18:20 main:574] : INFO : Epoch 1549 | loss: 0.0311476 | val_loss: 0.0311739 | Time: 2013.96 ms [2022-02-18 09:18:23 main:574] : INFO : Epoch 1550 | loss: 0.0311454 | val_loss: 0.0311806 | Time: 2344.55 ms [2022-02-18 09:18:25 main:574] : INFO : Epoch 1551 | loss: 0.0311436 | val_loss: 0.0311783 | Time: 1999.54 ms [2022-02-18 09:18:27 main:574] : INFO : Epoch 1552 | loss: 0.0311479 | val_loss: 0.0311819 | Time: 2387.87 ms [2022-02-18 09:18:29 main:574] : INFO : Epoch 1553 | loss: 0.0311476 | val_loss: 0.0311795 | Time: 2016.13 ms [2022-02-18 09:18:32 main:574] : INFO : Epoch 1554 | loss: 0.0311447 | val_loss: 0.0311787 | Time: 2429.29 ms [2022-02-18 09:18:34 main:574] : INFO : Epoch 1555 | loss: 0.0311441 | val_loss: 0.0311793 | Time: 2421.68 ms [2022-02-18 09:18:37 main:574] : INFO : Epoch 1556 | loss: 0.0311434 | val_loss: 0.0311849 | Time: 2887.04 ms [2022-02-18 09:18:39 main:574] : INFO : Epoch 1557 | loss: 0.0311422 | val_loss: 0.0311918 | Time: 2261.75 ms [2022-02-18 09:18:42 main:574] : INFO : Epoch 1558 | loss: 0.0311437 | val_loss: 0.0311893 | Time: 2672.78 ms [2022-02-18 09:18:44 main:574] : INFO : Epoch 1559 | loss: 0.03114 | val_loss: 0.0311855 | Time: 2201.51 ms [2022-02-18 09:18:46 main:574] : INFO : Epoch 1560 | loss: 0.031141 | val_loss: 0.0311818 | Time: 2331.59 ms [2022-02-18 09:18:49 main:574] : INFO : Epoch 1561 | loss: 0.0311395 | val_loss: 0.0311887 | Time: 2289.93 ms [2022-02-18 09:18:51 main:574] : INFO : Epoch 1562 | loss: 0.0311443 | val_loss: 0.03118 | Time: 2125.26 ms [2022-02-18 09:18:53 main:574] : INFO : Epoch 1563 | loss: 0.0311416 | val_loss: 0.0311866 | Time: 2430.69 ms [2022-02-18 09:18:55 main:574] : INFO : Epoch 1564 | loss: 0.0311411 | val_loss: 0.0311776 | Time: 1969.77 ms [2022-02-18 09:18:58 main:574] : INFO : Epoch 1565 | loss: 0.0311395 | val_loss: 0.0311858 | Time: 2364.86 ms [2022-02-18 09:19:00 main:574] : INFO : Epoch 1566 | loss: 0.0311402 | val_loss: 0.0311847 | Time: 1974.64 ms [2022-02-18 09:19:02 main:574] : INFO : Epoch 1567 | loss: 0.0311378 | val_loss: 0.0311851 | Time: 2267.8 ms [2022-02-18 09:19:04 main:574] : INFO : Epoch 1568 | loss: 0.0311396 | val_loss: 0.0311869 | Time: 2118.68 ms [2022-02-18 09:19:06 main:574] : INFO : Epoch 1569 | loss: 0.0311408 | val_loss: 0.0311853 | Time: 2507.29 ms [2022-02-18 09:19:09 main:574] : INFO : Epoch 1570 | loss: 0.0311446 | val_loss: 0.0311804 | Time: 2212.74 ms [2022-02-18 09:19:11 main:574] : INFO : Epoch 1571 | loss: 0.0311473 | val_loss: 0.0311796 | Time: 2053.08 ms [2022-02-18 09:19:13 main:574] : INFO : Epoch 1572 | loss: 0.0311434 | val_loss: 0.0311834 | Time: 2201.75 ms [2022-02-18 09:19:15 main:574] : INFO : Epoch 1573 | loss: 0.0311403 | val_loss: 0.0311849 | Time: 2405.17 ms [2022-02-18 09:19:18 main:574] : INFO : Epoch 1574 | loss: 0.0311395 | val_loss: 0.0311848 | Time: 2292.97 ms [2022-02-18 09:19:20 main:574] : INFO : Epoch 1575 | loss: 0.0311395 | val_loss: 0.0311802 | Time: 2009.28 ms [2022-02-18 09:19:22 main:574] : INFO : Epoch 1576 | loss: 0.0311408 | val_loss: 0.0311878 | Time: 2412.68 ms [2022-02-18 09:19:24 main:574] : INFO : Epoch 1577 | loss: 0.0311393 | val_loss: 0.0311823 | Time: 2066.29 ms [2022-02-18 09:19:26 main:574] : INFO : Epoch 1578 | loss: 0.0311356 | val_loss: 0.0311842 | Time: 2324.81 ms [2022-02-18 09:19:29 main:574] : INFO : Epoch 1579 | loss: 0.0311344 | val_loss: 0.0311877 | Time: 2288.87 ms [2022-02-18 09:19:31 main:574] : INFO : Epoch 1580 | loss: 0.0311405 | val_loss: 0.0311836 | Time: 2544.53 ms [2022-02-18 09:19:34 main:574] : INFO : Epoch 1581 | loss: 0.0311395 | val_loss: 0.0311847 | Time: 2210.63 ms [2022-02-18 09:19:36 main:574] : INFO : Epoch 1582 | loss: 0.0311403 | val_loss: 0.0311847 | Time: 1979.72 ms [2022-02-18 09:19:38 main:574] : INFO : Epoch 1583 | loss: 0.0311369 | val_loss: 0.0311905 | Time: 2373.98 ms [2022-02-18 09:19:40 main:574] : INFO : Epoch 1584 | loss: 0.0311386 | val_loss: 0.0311867 | Time: 2003.03 ms [2022-02-18 09:19:42 main:574] : INFO : Epoch 1585 | loss: 0.0311395 | val_loss: 0.0311842 | Time: 2510.77 ms [2022-02-18 09:19:44 main:574] : INFO : Epoch 1586 | loss: 0.031141 | val_loss: 0.0311805 | Time: 1947.51 ms [2022-02-18 09:19:47 main:574] : INFO : Epoch 1587 | loss: 0.0311454 | val_loss: 0.0311809 | Time: 2725.42 ms [2022-02-18 09:19:49 main:574] : INFO : Epoch 1588 | loss: 0.0311408 | val_loss: 0.0311834 | Time: 2061.44 ms [2022-02-18 09:19:51 main:574] : INFO : Epoch 1589 | loss: 0.0311359 | val_loss: 0.0311817 | Time: 2247.08 ms [2022-02-18 09:19:54 main:574] : INFO : Epoch 1590 | loss: 0.0311378 | val_loss: 0.0311862 | Time: 2227.78 ms [2022-02-18 09:19:56 main:574] : INFO : Epoch 1591 | loss: 0.031134 | val_loss: 0.0311871 | Time: 2343.99 ms [2022-02-18 09:19:58 main:574] : INFO : Epoch 1592 | loss: 0.0311347 | val_loss: 0.0311877 | Time: 2174.52 ms [2022-02-18 09:20:00 main:574] : INFO : Epoch 1593 | loss: 0.0311328 | val_loss: 0.0311888 | Time: 2196.73 ms [2022-02-18 09:20:03 main:574] : INFO : Epoch 1594 | loss: 0.0311332 | val_loss: 0.031186 | Time: 2314.3 ms [2022-02-18 09:20:05 main:574] : INFO : Epoch 1595 | loss: 0.031132 | val_loss: 0.0311852 | Time: 2113.84 ms [2022-02-18 09:20:07 main:574] : INFO : Epoch 1596 | loss: 0.0311379 | val_loss: 0.0311909 | Time: 2496.14 ms [2022-02-18 09:20:09 main:574] : INFO : Epoch 1597 | loss: 0.0311377 | val_loss: 0.031196 | Time: 1937.21 ms [2022-02-18 09:20:12 main:574] : INFO : Epoch 1598 | loss: 0.0311369 | val_loss: 0.031182 | Time: 2702.96 ms [2022-02-18 09:20:14 main:574] : INFO : Epoch 1599 | loss: 0.0311326 | val_loss: 0.0311888 | Time: 2152.34 ms [2022-02-18 09:20:17 main:574] : INFO : Epoch 1600 | loss: 0.0311336 | val_loss: 0.0311851 | Time: 2475.61 ms [2022-02-18 09:20:19 main:574] : INFO : Epoch 1601 | loss: 0.0311337 | val_loss: 0.0311879 | Time: 2330.34 ms [2022-02-18 09:20:21 main:574] : INFO : Epoch 1602 | loss: 0.0311326 | val_loss: 0.031194 | Time: 2121.31 ms [2022-02-18 09:20:23 main:574] : INFO : Epoch 1603 | loss: 0.0311354 | val_loss: 0.0311899 | Time: 2293.38 ms [2022-02-18 09:20:25 main:574] : INFO : Epoch 1604 | loss: 0.0311366 | val_loss: 0.0311855 | Time: 1913.91 ms [2022-02-18 09:20:28 main:574] : INFO : Epoch 1605 | loss: 0.0311479 | val_loss: 0.0311797 | Time: 2276 ms [2022-02-18 09:20:30 main:574] : INFO : Epoch 1606 | loss: 0.0311462 | val_loss: 0.0311789 | Time: 1943.5 ms [2022-02-18 09:20:32 main:574] : INFO : Epoch 1607 | loss: 0.0311437 | val_loss: 0.031183 | Time: 2302.28 ms [2022-02-18 09:20:34 main:574] : INFO : Epoch 1608 | loss: 0.0311488 | val_loss: 0.0311913 | Time: 2132.82 ms [2022-02-18 09:20:36 main:574] : INFO : Epoch 1609 | loss: 0.0311495 | val_loss: 0.031181 | Time: 1872.04 ms [2022-02-18 09:20:38 main:574] : INFO : Epoch 1610 | loss: 0.0311474 | val_loss: 0.0311789 | Time: 1923.4 ms [2022-02-18 09:20:40 main:574] : INFO : Epoch 1611 | loss: 0.03115 | val_loss: 0.0311804 | Time: 1933.23 ms [2022-02-18 09:20:42 main:574] : INFO : Epoch 1612 | loss: 0.0311448 | val_loss: 0.031179 | Time: 1983.75 ms [2022-02-18 09:20:44 main:574] : INFO : Epoch 1613 | loss: 0.031142 | val_loss: 0.0311868 | Time: 2030 ms [2022-02-18 09:20:46 main:574] : INFO : Epoch 1614 | loss: 0.0311402 | val_loss: 0.0311855 | Time: 1941.55 ms [2022-02-18 09:20:48 main:574] : INFO : Epoch 1615 | loss: 0.0311398 | val_loss: 0.0311788 | Time: 2034.96 ms [2022-02-18 09:20:50 main:574] : INFO : Epoch 1616 | loss: 0.0311479 | val_loss: 0.0311827 | Time: 1805.43 ms [2022-02-18 09:20:52 main:574] : INFO : Epoch 1617 | loss: 0.0311469 | val_loss: 0.0311831 | Time: 2075.94 ms [2022-02-18 09:20:54 main:574] : INFO : Epoch 1618 | loss: 0.0311453 | val_loss: 0.0311825 | Time: 1946.8 ms [2022-02-18 09:20:55 main:574] : INFO : Epoch 1619 | loss: 0.0311439 | val_loss: 0.0311822 | Time: 1868.03 ms [2022-02-18 09:20:58 main:574] : INFO : Epoch 1620 | loss: 0.0311457 | val_loss: 0.0311797 | Time: 2169.16 ms [2022-02-18 09:20:59 main:574] : INFO : Epoch 1621 | loss: 0.0311458 | val_loss: 0.0311827 | Time: 1877.74 ms [2022-02-18 09:21:02 main:574] : INFO : Epoch 1622 | loss: 0.0311448 | val_loss: 0.0311777 | Time: 2441.09 ms [2022-02-18 09:21:04 main:574] : INFO : Epoch 1623 | loss: 0.0311474 | val_loss: 0.0311791 | Time: 1971.93 ms [2022-02-18 09:21:06 main:574] : INFO : Epoch 1624 | loss: 0.0311443 | val_loss: 0.0311803 | Time: 2094.86 ms [2022-02-18 09:21:08 main:574] : INFO : Epoch 1625 | loss: 0.0311433 | val_loss: 0.0311795 | Time: 2087.02 ms [2022-02-18 09:21:10 main:574] : INFO : Epoch 1626 | loss: 0.0311451 | val_loss: 0.0311852 | Time: 1887.31 ms [2022-02-18 09:21:12 main:574] : INFO : Epoch 1627 | loss: 0.0311434 | val_loss: 0.0311785 | Time: 2057.6 ms [2022-02-18 09:21:14 main:574] : INFO : Epoch 1628 | loss: 0.0311398 | val_loss: 0.0311821 | Time: 2066.58 ms [2022-02-18 09:21:16 main:574] : INFO : Epoch 1629 | loss: 0.0311445 | val_loss: 0.0311832 | Time: 2115.61 ms [2022-02-18 09:21:18 main:574] : INFO : Epoch 1630 | loss: 0.0311431 | val_loss: 0.0311779 | Time: 2027.15 ms [2022-02-18 09:21:20 main:574] : INFO : Epoch 1631 | loss: 0.0311437 | val_loss: 0.0311863 | Time: 1860.07 ms [2022-02-18 09:21:22 main:574] : INFO : Epoch 1632 | loss: 0.0311446 | val_loss: 0.0311747 | Time: 2173.5 ms [2022-02-18 09:21:24 main:574] : INFO : Epoch 1633 | loss: 0.031142 | val_loss: 0.0311837 | Time: 1962.55 ms [2022-02-18 09:21:27 main:574] : INFO : Epoch 1634 | loss: 0.031148 | val_loss: 0.0311765 | Time: 2247.27 ms [2022-02-18 09:21:29 main:574] : INFO : Epoch 1635 | loss: 0.0311482 | val_loss: 0.0311752 | Time: 2198.23 ms [2022-02-18 09:21:31 main:574] : INFO : Epoch 1636 | loss: 0.0311445 | val_loss: 0.0311794 | Time: 2088.72 ms [2022-02-18 09:21:33 main:574] : INFO : Epoch 1637 | loss: 0.0311434 | val_loss: 0.0311814 | Time: 2448.37 ms [2022-02-18 09:21:35 main:574] : INFO : Epoch 1638 | loss: 0.03114 | val_loss: 0.0311773 | Time: 1871.6 ms [2022-02-18 09:21:38 main:574] : INFO : Epoch 1639 | loss: 0.0311434 | val_loss: 0.0311745 | Time: 2614.83 ms [2022-02-18 09:21:40 main:574] : INFO : Epoch 1640 | loss: 0.0311433 | val_loss: 0.0311782 | Time: 2032.95 ms [2022-02-18 09:21:42 main:574] : INFO : Epoch 1641 | loss: 0.0311386 | val_loss: 0.0311861 | Time: 2378.44 ms [2022-02-18 09:21:44 main:574] : INFO : Epoch 1642 | loss: 0.0311385 | val_loss: 0.0311747 | Time: 2211.2 ms [2022-02-18 09:21:47 main:574] : INFO : Epoch 1643 | loss: 0.0311418 | val_loss: 0.0311804 | Time: 2192.3 ms [2022-02-18 09:21:49 main:574] : INFO : Epoch 1644 | loss: 0.0311464 | val_loss: 0.0311768 | Time: 2284.41 ms [2022-02-18 09:21:51 main:574] : INFO : Epoch 1645 | loss: 0.0311466 | val_loss: 0.0311806 | Time: 1890.69 ms [2022-02-18 09:21:53 main:574] : INFO : Epoch 1646 | loss: 0.0311442 | val_loss: 0.0311771 | Time: 2144.16 ms [2022-02-18 09:21:55 main:574] : INFO : Epoch 1647 | loss: 0.0311409 | val_loss: 0.0311841 | Time: 1912.06 ms [2022-02-18 09:21:57 main:574] : INFO : Epoch 1648 | loss: 0.0311371 | val_loss: 0.031187 | Time: 2185.3 ms [2022-02-18 09:21:59 main:574] : INFO : Epoch 1649 | loss: 0.0311431 | val_loss: 0.0311889 | Time: 2101.54 ms [2022-02-18 09:22:01 main:574] : INFO : Epoch 1650 | loss: 0.0311474 | val_loss: 0.0311884 | Time: 2201.91 ms [2022-02-18 09:22:04 main:574] : INFO : Epoch 1651 | loss: 0.0311448 | val_loss: 0.0311818 | Time: 2226.44 ms [2022-02-18 09:22:06 main:574] : INFO : Epoch 1652 | loss: 0.0311403 | val_loss: 0.0311844 | Time: 1957.42 ms [2022-02-18 09:22:08 main:574] : INFO : Epoch 1653 | loss: 0.0311382 | val_loss: 0.0311863 | Time: 2188.74 ms [2022-02-18 09:22:10 main:574] : INFO : Epoch 1654 | loss: 0.0311391 | val_loss: 0.0311803 | Time: 1999.99 ms [2022-02-18 09:22:12 main:574] : INFO : Epoch 1655 | loss: 0.0311388 | val_loss: 0.0311828 | Time: 2202.24 ms [2022-02-18 09:22:14 main:574] : INFO : Epoch 1656 | loss: 0.0311402 | val_loss: 0.0311819 | Time: 2234.03 ms [2022-02-18 09:22:16 main:574] : INFO : Epoch 1657 | loss: 0.0311392 | val_loss: 0.0311859 | Time: 2158.84 ms [2022-02-18 09:22:19 main:574] : INFO : Epoch 1658 | loss: 0.0311418 | val_loss: 0.0311816 | Time: 2427.21 ms [2022-02-18 09:22:21 main:574] : INFO : Epoch 1659 | loss: 0.0311377 | val_loss: 0.031184 | Time: 1913.24 ms [2022-02-18 09:22:23 main:574] : INFO : Epoch 1660 | loss: 0.0311377 | val_loss: 0.0311847 | Time: 2357.08 ms [2022-02-18 09:22:25 main:574] : INFO : Epoch 1661 | loss: 0.0311374 | val_loss: 0.0311869 | Time: 2090.44 ms [2022-02-18 09:22:28 main:574] : INFO : Epoch 1662 | loss: 0.0311375 | val_loss: 0.0311865 | Time: 2370.3 ms [2022-02-18 09:22:30 main:574] : INFO : Epoch 1663 | loss: 0.0311445 | val_loss: 0.0311856 | Time: 2076.65 ms [2022-02-18 09:22:32 main:574] : INFO : Epoch 1664 | loss: 0.0311422 | val_loss: 0.0311788 | Time: 2139.89 ms [2022-02-18 09:22:34 main:574] : INFO : Epoch 1665 | loss: 0.0311409 | val_loss: 0.0311863 | Time: 2227.29 ms [2022-02-18 09:22:36 main:574] : INFO : Epoch 1666 | loss: 0.0311365 | val_loss: 0.0311873 | Time: 2057.81 ms [2022-02-18 09:22:38 main:574] : INFO : Epoch 1667 | loss: 0.0311399 | val_loss: 0.0311957 | Time: 2314.04 ms [2022-02-18 09:22:40 main:574] : INFO : Epoch 1668 | loss: 0.0311402 | val_loss: 0.0311833 | Time: 2102.87 ms [2022-02-18 09:22:43 main:574] : INFO : Epoch 1669 | loss: 0.0311387 | val_loss: 0.0311802 | Time: 2441.56 ms [2022-02-18 09:22:45 main:574] : INFO : Epoch 1670 | loss: 0.0311409 | val_loss: 0.031191 | Time: 1961.95 ms [2022-02-18 09:22:47 main:574] : INFO : Epoch 1671 | loss: 0.0311436 | val_loss: 0.03118 | Time: 2395.75 ms [2022-02-18 09:22:49 main:574] : INFO : Epoch 1672 | loss: 0.0311399 | val_loss: 0.0311813 | Time: 2027.51 ms [2022-02-18 09:22:52 main:574] : INFO : Epoch 1673 | loss: 0.0311396 | val_loss: 0.031187 | Time: 2215.47 ms [2022-02-18 09:22:54 main:574] : INFO : Epoch 1674 | loss: 0.0311543 | val_loss: 0.0311821 | Time: 2156.74 ms [2022-02-18 09:22:56 main:574] : INFO : Epoch 1675 | loss: 0.0311488 | val_loss: 0.0311869 | Time: 2038.56 ms [2022-02-18 09:22:58 main:574] : INFO : Epoch 1676 | loss: 0.0311504 | val_loss: 0.0311821 | Time: 2274.69 ms [2022-02-18 09:23:00 main:574] : INFO : Epoch 1677 | loss: 0.0311514 | val_loss: 0.0311818 | Time: 1980.16 ms [2022-02-18 09:23:02 main:574] : INFO : Epoch 1678 | loss: 0.0311671 | val_loss: 0.0311804 | Time: 2459.16 ms [2022-02-18 09:23:05 main:574] : INFO : Epoch 1679 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 2097.28 ms [2022-02-18 09:23:07 main:574] : INFO : Epoch 1680 | loss: 0.0311642 | val_loss: 0.0311732 | Time: 2098.72 ms [2022-02-18 09:23:09 main:574] : INFO : Epoch 1681 | loss: 0.0311655 | val_loss: 0.0311716 | Time: 2238.44 ms [2022-02-18 09:23:11 main:574] : INFO : Epoch 1682 | loss: 0.0311623 | val_loss: 0.0311751 | Time: 2077.86 ms [2022-02-18 09:23:13 main:574] : INFO : Epoch 1683 | loss: 0.03116 | val_loss: 0.0311721 | Time: 2200.89 ms [2022-02-18 09:23:15 main:574] : INFO : Epoch 1684 | loss: 0.0311573 | val_loss: 0.0311713 | Time: 1909.52 ms [2022-02-18 09:23:18 main:574] : INFO : Epoch 1685 | loss: 0.0311535 | val_loss: 0.0311747 | Time: 2417.93 ms [2022-02-18 09:23:20 main:574] : INFO : Epoch 1686 | loss: 0.031152 | val_loss: 0.0311764 | Time: 2097.23 ms [2022-02-18 09:23:22 main:574] : INFO : Epoch 1687 | loss: 0.0311507 | val_loss: 0.0311757 | Time: 2126.19 ms [2022-02-18 09:23:24 main:574] : INFO : Epoch 1688 | loss: 0.031152 | val_loss: 0.0311757 | Time: 2327.08 ms [2022-02-18 09:23:26 main:574] : INFO : Epoch 1689 | loss: 0.0311587 | val_loss: 0.0311715 | Time: 1903.86 ms [2022-02-18 09:23:28 main:574] : INFO : Epoch 1690 | loss: 0.0311564 | val_loss: 0.0311683 | Time: 2438.06 ms [2022-02-18 09:23:30 main:574] : INFO : Epoch 1691 | loss: 0.0311541 | val_loss: 0.0311697 | Time: 1914.17 ms [2022-02-18 09:23:33 main:574] : INFO : Epoch 1692 | loss: 0.0311528 | val_loss: 0.0311714 | Time: 2348.39 ms [2022-02-18 09:23:35 main:574] : INFO : Epoch 1693 | loss: 0.0311508 | val_loss: 0.031168 | Time: 2047.25 ms [2022-02-18 09:23:37 main:574] : INFO : Epoch 1694 | loss: 0.0311497 | val_loss: 0.0311699 | Time: 2635.61 ms [2022-02-18 09:23:40 main:574] : INFO : Epoch 1695 | loss: 0.0311481 | val_loss: 0.0311703 | Time: 2239.15 ms [2022-02-18 09:23:42 main:574] : INFO : Epoch 1696 | loss: 0.031147 | val_loss: 0.0311716 | Time: 2238.42 ms [2022-02-18 09:23:44 main:574] : INFO : Epoch 1697 | loss: 0.0311464 | val_loss: 0.0311713 | Time: 2402.59 ms [2022-02-18 09:23:47 main:574] : INFO : Epoch 1698 | loss: 0.0311438 | val_loss: 0.0311738 | Time: 2290.47 ms [2022-02-18 09:23:49 main:574] : INFO : Epoch 1699 | loss: 0.0311439 | val_loss: 0.0311732 | Time: 2329.32 ms [2022-02-18 09:23:51 main:574] : INFO : Epoch 1700 | loss: 0.0311445 | val_loss: 0.0311725 | Time: 2031.62 ms [2022-02-18 09:23:53 main:574] : INFO : Epoch 1701 | loss: 0.0311455 | val_loss: 0.0311738 | Time: 2412.72 ms [2022-02-18 09:23:56 main:574] : INFO : Epoch 1702 | loss: 0.0311446 | val_loss: 0.0311773 | Time: 2191.54 ms [2022-02-18 09:23:58 main:574] : INFO : Epoch 1703 | loss: 0.0311446 | val_loss: 0.0311754 | Time: 2619.32 ms [2022-02-18 09:24:00 main:574] : INFO : Epoch 1704 | loss: 0.0311547 | val_loss: 0.0311718 | Time: 1968.04 ms [2022-02-18 09:24:03 main:574] : INFO : Epoch 1705 | loss: 0.0311526 | val_loss: 0.0311783 | Time: 2459.98 ms [2022-02-18 09:24:05 main:574] : INFO : Epoch 1706 | loss: 0.0311491 | val_loss: 0.0311725 | Time: 2203.6 ms [2022-02-18 09:24:07 main:574] : INFO : Epoch 1707 | loss: 0.031149 | val_loss: 0.0311772 | Time: 2610.98 ms [2022-02-18 09:24:10 main:574] : INFO : Epoch 1708 | loss: 0.0311456 | val_loss: 0.0311777 | Time: 2143.8 ms [2022-02-18 09:24:12 main:574] : INFO : Epoch 1709 | loss: 0.0311462 | val_loss: 0.0311754 | Time: 2497.9 ms [2022-02-18 09:24:14 main:574] : INFO : Epoch 1710 | loss: 0.0311446 | val_loss: 0.0311782 | Time: 2336.57 ms [2022-02-18 09:24:16 main:574] : INFO : Epoch 1711 | loss: 0.0311453 | val_loss: 0.0311733 | Time: 2029.98 ms [2022-02-18 09:24:19 main:574] : INFO : Epoch 1712 | loss: 0.0311441 | val_loss: 0.031178 | Time: 2265.25 ms [2022-02-18 09:24:21 main:574] : INFO : Epoch 1713 | loss: 0.031143 | val_loss: 0.0311734 | Time: 1932.94 ms [2022-02-18 09:24:23 main:574] : INFO : Epoch 1714 | loss: 0.0311454 | val_loss: 0.0311733 | Time: 2236 ms [2022-02-18 09:24:25 main:574] : INFO : Epoch 1715 | loss: 0.0311469 | val_loss: 0.031175 | Time: 2033.78 ms [2022-02-18 09:24:27 main:574] : INFO : Epoch 1716 | loss: 0.0311406 | val_loss: 0.031178 | Time: 2040.48 ms [2022-02-18 09:24:29 main:574] : INFO : Epoch 1717 | loss: 0.0311415 | val_loss: 0.0311739 | Time: 2318.84 ms [2022-02-18 09:24:32 main:574] : INFO : Epoch 1718 | loss: 0.0311455 | val_loss: 0.0311766 | Time: 2199.37 ms [2022-02-18 09:24:34 main:574] : INFO : Epoch 1719 | loss: 0.031146 | val_loss: 0.0311781 | Time: 2236.25 ms [2022-02-18 09:24:36 main:574] : INFO : Epoch 1720 | loss: 0.031151 | val_loss: 0.0311727 | Time: 2079.16 ms [2022-02-18 09:24:38 main:574] : INFO : Epoch 1721 | loss: 0.0311501 | val_loss: 0.0311725 | Time: 2272.92 ms [2022-02-18 09:24:40 main:574] : INFO : Epoch 1722 | loss: 0.0311466 | val_loss: 0.031174 | Time: 1930.67 ms [2022-02-18 09:24:42 main:574] : INFO : Epoch 1723 | loss: 0.0311456 | val_loss: 0.031175 | Time: 2274.18 ms [2022-02-18 09:24:45 main:574] : INFO : Epoch 1724 | loss: 0.0311437 | val_loss: 0.0311739 | Time: 2227.23 ms [2022-02-18 09:24:47 main:574] : INFO : Epoch 1725 | loss: 0.0311437 | val_loss: 0.0311732 | Time: 2125.56 ms [2022-02-18 09:24:49 main:574] : INFO : Epoch 1726 | loss: 0.0311433 | val_loss: 0.0311731 | Time: 2268.87 ms [2022-02-18 09:24:51 main:574] : INFO : Epoch 1727 | loss: 0.0311414 | val_loss: 0.0311769 | Time: 2092.16 ms [2022-02-18 09:24:53 main:574] : INFO : Epoch 1728 | loss: 0.0311399 | val_loss: 0.0311736 | Time: 2260.18 ms [2022-02-18 09:24:55 main:574] : INFO : Epoch 1729 | loss: 0.0311412 | val_loss: 0.0311788 | Time: 1962.08 ms [2022-02-18 09:24:58 main:574] : INFO : Epoch 1730 | loss: 0.0311415 | val_loss: 0.0311811 | Time: 2227.9 ms [2022-02-18 09:25:00 main:574] : INFO : Epoch 1731 | loss: 0.0311417 | val_loss: 0.0311823 | Time: 2103.02 ms [2022-02-18 09:25:02 main:574] : INFO : Epoch 1732 | loss: 0.0311413 | val_loss: 0.0311829 | Time: 2004.17 ms [2022-02-18 09:25:04 main:574] : INFO : Epoch 1733 | loss: 0.0311465 | val_loss: 0.0311847 | Time: 2338.82 ms [2022-02-18 09:25:06 main:574] : INFO : Epoch 1734 | loss: 0.0311465 | val_loss: 0.031179 | Time: 2026.83 ms [2022-02-18 09:25:08 main:574] : INFO : Epoch 1735 | loss: 0.0311468 | val_loss: 0.0311722 | Time: 2221.73 ms [2022-02-18 09:25:10 main:574] : INFO : Epoch 1736 | loss: 0.0311454 | val_loss: 0.0311718 | Time: 1997.37 ms [2022-02-18 09:25:13 main:574] : INFO : Epoch 1737 | loss: 0.0311403 | val_loss: 0.0311818 | Time: 2380.26 ms [2022-02-18 09:25:15 main:574] : INFO : Epoch 1738 | loss: 0.03114 | val_loss: 0.0311778 | Time: 2105.52 ms [2022-02-18 09:25:17 main:574] : INFO : Epoch 1739 | loss: 0.0311382 | val_loss: 0.0311749 | Time: 1957.34 ms [2022-02-18 09:25:19 main:574] : INFO : Epoch 1740 | loss: 0.0311374 | val_loss: 0.0311773 | Time: 2134.87 ms [2022-02-18 09:25:21 main:574] : INFO : Epoch 1741 | loss: 0.0311367 | val_loss: 0.0311735 | Time: 2152.99 ms [2022-02-18 09:25:24 main:574] : INFO : Epoch 1742 | loss: 0.0311347 | val_loss: 0.0311747 | Time: 2580.24 ms [2022-02-18 09:25:26 main:574] : INFO : Epoch 1743 | loss: 0.0311364 | val_loss: 0.0311797 | Time: 2018.74 ms [2022-02-18 09:25:28 main:574] : INFO : Epoch 1744 | loss: 0.0311362 | val_loss: 0.0311824 | Time: 2282.75 ms [2022-02-18 09:25:30 main:574] : INFO : Epoch 1745 | loss: 0.0311391 | val_loss: 0.0311722 | Time: 2107.16 ms [2022-02-18 09:25:32 main:574] : INFO : Epoch 1746 | loss: 0.0311403 | val_loss: 0.0311804 | Time: 2094.95 ms [2022-02-18 09:25:34 main:574] : INFO : Epoch 1747 | loss: 0.0311386 | val_loss: 0.0311754 | Time: 2222.1 ms [2022-02-18 09:25:37 main:574] : INFO : Epoch 1748 | loss: 0.0311362 | val_loss: 0.0311711 | Time: 2192.19 ms [2022-02-18 09:25:39 main:574] : INFO : Epoch 1749 | loss: 0.0311366 | val_loss: 0.0311758 | Time: 2461.93 ms [2022-02-18 09:25:41 main:574] : INFO : Epoch 1750 | loss: 0.0311376 | val_loss: 0.0311738 | Time: 2124.33 ms [2022-02-18 09:25:44 main:574] : INFO : Epoch 1751 | loss: 0.0311386 | val_loss: 0.0311763 | Time: 2390.05 ms [2022-02-18 09:25:45 main:574] : INFO : Epoch 1752 | loss: 0.0311382 | val_loss: 0.03118 | Time: 1937.49 ms [2022-02-18 09:25:48 main:574] : INFO : Epoch 1753 | loss: 0.0311377 | val_loss: 0.0311747 | Time: 2255.64 ms [2022-02-18 09:25:50 main:574] : INFO : Epoch 1754 | loss: 0.0311426 | val_loss: 0.0311775 | Time: 2055.55 ms [2022-02-18 09:25:52 main:574] : INFO : Epoch 1755 | loss: 0.0311447 | val_loss: 0.0311747 | Time: 2051.12 ms [2022-02-18 09:25:54 main:574] : INFO : Epoch 1756 | loss: 0.0311537 | val_loss: 0.0311815 | Time: 2211.65 ms [2022-02-18 09:25:56 main:574] : INFO : Epoch 1757 | loss: 0.0311477 | val_loss: 0.0311728 | Time: 2057.02 ms [2022-02-18 09:25:58 main:574] : INFO : Epoch 1758 | loss: 0.0311447 | val_loss: 0.0311743 | Time: 2231.64 ms [2022-02-18 09:26:00 main:574] : INFO : Epoch 1759 | loss: 0.031143 | val_loss: 0.0311724 | Time: 2011.66 ms [2022-02-18 09:26:03 main:574] : INFO : Epoch 1760 | loss: 0.0311441 | val_loss: 0.0311756 | Time: 2405.15 ms [2022-02-18 09:26:05 main:574] : INFO : Epoch 1761 | loss: 0.0311409 | val_loss: 0.0311731 | Time: 2095.99 ms [2022-02-18 09:26:07 main:574] : INFO : Epoch 1762 | loss: 0.0311392 | val_loss: 0.0311784 | Time: 2258.88 ms [2022-02-18 09:26:09 main:574] : INFO : Epoch 1763 | loss: 0.0311379 | val_loss: 0.0311751 | Time: 2333.43 ms [2022-02-18 09:26:11 main:574] : INFO : Epoch 1764 | loss: 0.0311396 | val_loss: 0.0311807 | Time: 1939.09 ms [2022-02-18 09:26:14 main:574] : INFO : Epoch 1765 | loss: 0.0311374 | val_loss: 0.0311721 | Time: 2308.88 ms [2022-02-18 09:26:16 main:574] : INFO : Epoch 1766 | loss: 0.0311359 | val_loss: 0.0311721 | Time: 1894.08 ms [2022-02-18 09:26:18 main:574] : INFO : Epoch 1767 | loss: 0.031137 | val_loss: 0.0311747 | Time: 2364.26 ms [2022-02-18 09:26:20 main:574] : INFO : Epoch 1768 | loss: 0.0311362 | val_loss: 0.0311782 | Time: 1998.95 ms [2022-02-18 09:26:22 main:574] : INFO : Epoch 1769 | loss: 0.0311402 | val_loss: 0.0311787 | Time: 1945.14 ms [2022-02-18 09:26:24 main:574] : INFO : Epoch 1770 | loss: 0.0311417 | val_loss: 0.0311778 | Time: 2250.82 ms [2022-02-18 09:26:27 main:574] : INFO : Epoch 1771 | loss: 0.0311458 | val_loss: 0.031179 | Time: 2334.47 ms [2022-02-18 09:26:29 main:574] : INFO : Epoch 1772 | loss: 0.031145 | val_loss: 0.0311767 | Time: 2614.68 ms [2022-02-18 09:26:31 main:574] : INFO : Epoch 1773 | loss: 0.0311421 | val_loss: 0.0311774 | Time: 2035.93 ms [2022-02-18 09:26:34 main:574] : INFO : Epoch 1774 | loss: 0.0311395 | val_loss: 0.0311779 | Time: 2388.12 ms [2022-02-18 09:26:36 main:574] : INFO : Epoch 1775 | loss: 0.0311387 | val_loss: 0.0311745 | Time: 2041.9 ms [2022-02-18 09:26:38 main:574] : INFO : Epoch 1776 | loss: 0.0311387 | val_loss: 0.0311777 | Time: 2331.97 ms [2022-02-18 09:26:40 main:574] : INFO : Epoch 1777 | loss: 0.0311396 | val_loss: 0.0311761 | Time: 2200.1 ms [2022-02-18 09:26:42 main:574] : INFO : Epoch 1778 | loss: 0.0311379 | val_loss: 0.0311808 | Time: 2287.99 ms [2022-02-18 09:26:45 main:574] : INFO : Epoch 1779 | loss: 0.0311397 | val_loss: 0.0311714 | Time: 2343.42 ms [2022-02-18 09:26:47 main:574] : INFO : Epoch 1780 | loss: 0.0311387 | val_loss: 0.0311764 | Time: 2165.14 ms [2022-02-18 09:26:49 main:574] : INFO : Epoch 1781 | loss: 0.0311374 | val_loss: 0.031178 | Time: 2315.08 ms [2022-02-18 09:26:51 main:574] : INFO : Epoch 1782 | loss: 0.0311407 | val_loss: 0.0311763 | Time: 2037.48 ms [2022-02-18 09:26:54 main:574] : INFO : Epoch 1783 | loss: 0.0311486 | val_loss: 0.0311688 | Time: 2329.08 ms [2022-02-18 09:26:56 main:574] : INFO : Epoch 1784 | loss: 0.0311484 | val_loss: 0.0311737 | Time: 2014.79 ms [2022-02-18 09:26:58 main:574] : INFO : Epoch 1785 | loss: 0.031148 | val_loss: 0.0311826 | Time: 2352.58 ms [2022-02-18 09:27:00 main:574] : INFO : Epoch 1786 | loss: 0.0311457 | val_loss: 0.0311816 | Time: 2209.12 ms [2022-02-18 09:27:03 main:574] : INFO : Epoch 1787 | loss: 0.0311425 | val_loss: 0.0311809 | Time: 2268.58 ms [2022-02-18 09:27:05 main:574] : INFO : Epoch 1788 | loss: 0.0311469 | val_loss: 0.031179 | Time: 2409.3 ms [2022-02-18 09:27:07 main:574] : INFO : Epoch 1789 | loss: 0.0311427 | val_loss: 0.031179 | Time: 2153.44 ms [2022-02-18 09:27:10 main:574] : INFO : Epoch 1790 | loss: 0.0311394 | val_loss: 0.0311782 | Time: 2430.28 ms [2022-02-18 09:27:12 main:574] : INFO : Epoch 1791 | loss: 0.0311385 | val_loss: 0.031175 | Time: 1998.5 ms [2022-02-18 09:27:14 main:574] : INFO : Epoch 1792 | loss: 0.0311411 | val_loss: 0.0311903 | Time: 2489.76 ms [2022-02-18 09:27:16 main:574] : INFO : Epoch 1793 | loss: 0.0311703 | val_loss: 0.0313162 | Time: 2128.98 ms [2022-02-18 09:27:19 main:574] : INFO : Epoch 1794 | loss: 0.0379481 | val_loss: 0.0346228 | Time: 2404.23 ms [2022-02-18 09:27:21 main:574] : INFO : Epoch 1795 | loss: 0.0327393 | val_loss: 0.0316351 | Time: 2140.75 ms [2022-02-18 09:27:23 main:574] : INFO : Epoch 1796 | loss: 0.0314318 | val_loss: 0.0313156 | Time: 2552.31 ms [2022-02-18 09:27:26 main:574] : INFO : Epoch 1797 | loss: 0.0312722 | val_loss: 0.0312503 | Time: 2255.79 ms [2022-02-18 09:27:28 main:574] : INFO : Epoch 1798 | loss: 0.031238 | val_loss: 0.0312243 | Time: 2482.58 ms [2022-02-18 09:27:30 main:574] : INFO : Epoch 1799 | loss: 0.031215 | val_loss: 0.0312028 | Time: 2309.45 ms [2022-02-18 09:27:33 main:574] : INFO : Epoch 1800 | loss: 0.0312047 | val_loss: 0.0312051 | Time: 2295.07 ms [2022-02-18 09:27:35 main:574] : INFO : Epoch 1801 | loss: 0.0312013 | val_loss: 0.0311972 | Time: 2468 ms [2022-02-18 09:27:37 main:574] : INFO : Epoch 1802 | loss: 0.0312003 | val_loss: 0.0311948 | Time: 2099.31 ms [2022-02-18 09:27:39 main:574] : INFO : Epoch 1803 | loss: 0.0311998 | val_loss: 0.0311977 | Time: 2261.94 ms [2022-02-18 09:27:42 main:574] : INFO : Epoch 1804 | loss: 0.0311989 | val_loss: 0.0311929 | Time: 2193.93 ms [2022-02-18 09:27:44 main:574] : INFO : Epoch 1805 | loss: 0.0311969 | val_loss: 0.0311923 | Time: 2606.68 ms [2022-02-18 09:27:46 main:574] : INFO : Epoch 1806 | loss: 0.0311953 | val_loss: 0.0311918 | Time: 2112.44 ms [2022-02-18 09:27:49 main:574] : INFO : Epoch 1807 | loss: 0.0311947 | val_loss: 0.0311914 | Time: 2846.88 ms [2022-02-18 09:27:51 main:574] : INFO : Epoch 1808 | loss: 0.0311949 | val_loss: 0.0311906 | Time: 2030.02 ms [2022-02-18 09:27:54 main:574] : INFO : Epoch 1809 | loss: 0.0311947 | val_loss: 0.0311948 | Time: 2583.54 ms [2022-02-18 09:27:56 main:574] : INFO : Epoch 1810 | loss: 0.0311939 | val_loss: 0.0311914 | Time: 2057.28 ms [2022-02-18 09:27:58 main:574] : INFO : Epoch 1811 | loss: 0.0311933 | val_loss: 0.0311895 | Time: 2514.51 ms [2022-02-18 09:28:01 main:574] : INFO : Epoch 1812 | loss: 0.0311939 | val_loss: 0.0311897 | Time: 2119.16 ms [2022-02-18 09:28:03 main:574] : INFO : Epoch 1813 | loss: 0.0311945 | val_loss: 0.0311904 | Time: 2869.58 ms [2022-02-18 09:28:06 main:574] : INFO : Epoch 1814 | loss: 0.0311947 | val_loss: 0.0311892 | Time: 2215.37 ms [2022-02-18 09:28:08 main:574] : INFO : Epoch 1815 | loss: 0.0311929 | val_loss: 0.0311889 | Time: 2366.25 ms [2022-02-18 09:28:10 main:574] : INFO : Epoch 1816 | loss: 0.0311921 | val_loss: 0.0311904 | Time: 2340.17 ms [2022-02-18 09:28:13 main:574] : INFO : Epoch 1817 | loss: 0.0311921 | val_loss: 0.0311888 | Time: 2323.93 ms [2022-02-18 09:28:15 main:574] : INFO : Epoch 1818 | loss: 0.0311919 | val_loss: 0.0311911 | Time: 2384.28 ms [2022-02-18 09:28:17 main:574] : INFO : Epoch 1819 | loss: 0.0311934 | val_loss: 0.03119 | Time: 2044.75 ms [2022-02-18 09:28:20 main:574] : INFO : Epoch 1820 | loss: 0.0311926 | val_loss: 0.0311912 | Time: 2365.57 ms [2022-02-18 09:28:22 main:574] : INFO : Epoch 1821 | loss: 0.0311931 | val_loss: 0.0311881 | Time: 2005.94 ms [2022-02-18 09:28:24 main:574] : INFO : Epoch 1822 | loss: 0.0311905 | val_loss: 0.0311883 | Time: 2286.96 ms [2022-02-18 09:28:26 main:574] : INFO : Epoch 1823 | loss: 0.0311911 | val_loss: 0.0311894 | Time: 2089.38 ms [2022-02-18 09:28:28 main:574] : INFO : Epoch 1824 | loss: 0.0311902 | val_loss: 0.0311881 | Time: 2414.35 ms [2022-02-18 09:28:31 main:574] : INFO : Epoch 1825 | loss: 0.031192 | val_loss: 0.0311879 | Time: 2218.74 ms [2022-02-18 09:28:33 main:574] : INFO : Epoch 1826 | loss: 0.0311897 | val_loss: 0.0311878 | Time: 2157.99 ms [2022-02-18 09:28:35 main:574] : INFO : Epoch 1827 | loss: 0.0311892 | val_loss: 0.03119 | Time: 2415.78 ms [2022-02-18 09:28:37 main:574] : INFO : Epoch 1828 | loss: 0.0311903 | val_loss: 0.0311878 | Time: 2140.76 ms [2022-02-18 09:28:40 main:574] : INFO : Epoch 1829 | loss: 0.0311888 | val_loss: 0.0311877 | Time: 2339.19 ms [2022-02-18 09:28:42 main:574] : INFO : Epoch 1830 | loss: 0.031189 | val_loss: 0.0311887 | Time: 2033.94 ms [2022-02-18 09:28:44 main:574] : INFO : Epoch 1831 | loss: 0.0311887 | val_loss: 0.0311882 | Time: 2406.05 ms [2022-02-18 09:28:46 main:574] : INFO : Epoch 1832 | loss: 0.0311875 | val_loss: 0.0311871 | Time: 2039.83 ms [2022-02-18 09:28:49 main:574] : INFO : Epoch 1833 | loss: 0.031187 | val_loss: 0.0311865 | Time: 2404.17 ms [2022-02-18 09:28:51 main:574] : INFO : Epoch 1834 | loss: 0.0311851 | val_loss: 0.0311846 | Time: 2146.21 ms [2022-02-18 09:28:53 main:574] : INFO : Epoch 1835 | loss: 0.0311822 | val_loss: 0.0311825 | Time: 2228.57 ms [2022-02-18 09:28:55 main:574] : INFO : Epoch 1836 | loss: 0.0311813 | val_loss: 0.0311822 | Time: 2337.09 ms [2022-02-18 09:28:57 main:574] : INFO : Epoch 1837 | loss: 0.0311816 | val_loss: 0.0311823 | Time: 2174.66 ms [2022-02-18 09:29:00 main:574] : INFO : Epoch 1838 | loss: 0.0311817 | val_loss: 0.0311831 | Time: 2330.78 ms [2022-02-18 09:29:02 main:574] : INFO : Epoch 1839 | loss: 0.0311806 | val_loss: 0.0311825 | Time: 1915.8 ms [2022-02-18 09:29:04 main:574] : INFO : Epoch 1840 | loss: 0.0311798 | val_loss: 0.0311823 | Time: 2011.79 ms [2022-02-18 09:29:06 main:574] : INFO : Epoch 1841 | loss: 0.0311791 | val_loss: 0.0311817 | Time: 1992.1 ms [2022-02-18 09:29:08 main:574] : INFO : Epoch 1842 | loss: 0.0311805 | val_loss: 0.0311812 | Time: 1953.77 ms [2022-02-18 09:29:10 main:574] : INFO : Epoch 1843 | loss: 0.0311788 | val_loss: 0.0311807 | Time: 2068.26 ms [2022-02-18 09:29:12 main:574] : INFO : Epoch 1844 | loss: 0.0311781 | val_loss: 0.0311808 | Time: 2087.5 ms [2022-02-18 09:29:14 main:574] : INFO : Epoch 1845 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 1938.04 ms [2022-02-18 09:29:16 main:574] : INFO : Epoch 1846 | loss: 0.031177 | val_loss: 0.0311805 | Time: 2054.61 ms [2022-02-18 09:29:18 main:574] : INFO : Epoch 1847 | loss: 0.0311768 | val_loss: 0.0311818 | Time: 2182.53 ms [2022-02-18 09:29:21 main:574] : INFO : Epoch 1848 | loss: 0.031178 | val_loss: 0.0311802 | Time: 2764.32 ms [2022-02-18 09:29:23 main:574] : INFO : Epoch 1849 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 2397.93 ms [2022-02-18 09:29:26 main:574] : INFO : Epoch 1850 | loss: 0.0311755 | val_loss: 0.0311807 | Time: 2399.15 ms [2022-02-18 09:29:28 main:574] : INFO : Epoch 1851 | loss: 0.031175 | val_loss: 0.0311824 | Time: 1976.12 ms [2022-02-18 09:29:30 main:574] : INFO : Epoch 1852 | loss: 0.0311757 | val_loss: 0.03118 | Time: 2306.27 ms [2022-02-18 09:29:32 main:574] : INFO : Epoch 1853 | loss: 0.0311764 | val_loss: 0.0311801 | Time: 1950.87 ms [2022-02-18 09:29:34 main:574] : INFO : Epoch 1854 | loss: 0.0311749 | val_loss: 0.031181 | Time: 2303.98 ms [2022-02-18 09:29:36 main:574] : INFO : Epoch 1855 | loss: 0.0311733 | val_loss: 0.0311803 | Time: 2059.92 ms [2022-02-18 09:29:39 main:574] : INFO : Epoch 1856 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 2370.13 ms [2022-02-18 09:29:41 main:574] : INFO : Epoch 1857 | loss: 0.0311728 | val_loss: 0.0311791 | Time: 2265.77 ms [2022-02-18 09:29:43 main:574] : INFO : Epoch 1858 | loss: 0.0311733 | val_loss: 0.0311798 | Time: 2252.88 ms [2022-02-18 09:29:45 main:574] : INFO : Epoch 1859 | loss: 0.0311748 | val_loss: 0.031178 | Time: 2298.65 ms [2022-02-18 09:29:47 main:574] : INFO : Epoch 1860 | loss: 0.0311739 | val_loss: 0.0311805 | Time: 2006.88 ms [2022-02-18 09:29:50 main:574] : INFO : Epoch 1861 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 2281.82 ms [2022-02-18 09:29:52 main:574] : INFO : Epoch 1862 | loss: 0.0311719 | val_loss: 0.0311782 | Time: 2247.32 ms [2022-02-18 09:29:55 main:574] : INFO : Epoch 1863 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 2730.47 ms [2022-02-18 09:29:58 main:574] : INFO : Epoch 1864 | loss: 0.0311702 | val_loss: 0.0311788 | Time: 2883.19 ms [2022-02-18 09:30:01 main:574] : INFO : Epoch 1865 | loss: 0.0311707 | val_loss: 0.0311782 | Time: 3139.5 ms [2022-02-18 09:30:03 main:574] : INFO : Epoch 1866 | loss: 0.0311697 | val_loss: 0.0311784 | Time: 2352.88 ms [2022-02-18 09:30:06 main:574] : INFO : Epoch 1867 | loss: 0.0311696 | val_loss: 0.0311793 | Time: 2491.74 ms [2022-02-18 09:30:08 main:574] : INFO : Epoch 1868 | loss: 0.0311697 | val_loss: 0.031177 | Time: 2165.01 ms [2022-02-18 09:30:10 main:574] : INFO : Epoch 1869 | loss: 0.0311686 | val_loss: 0.031178 | Time: 2432.24 ms [2022-02-18 09:30:12 main:574] : INFO : Epoch 1870 | loss: 0.0311688 | val_loss: 0.0311789 | Time: 2223.19 ms [2022-02-18 09:30:15 main:574] : INFO : Epoch 1871 | loss: 0.0311689 | val_loss: 0.0311792 | Time: 2562.56 ms [2022-02-18 09:30:17 main:574] : INFO : Epoch 1872 | loss: 0.0311682 | val_loss: 0.0311827 | Time: 2267.06 ms [2022-02-18 09:30:20 main:574] : INFO : Epoch 1873 | loss: 0.0311686 | val_loss: 0.0311778 | Time: 2434.85 ms [2022-02-18 09:30:22 main:574] : INFO : Epoch 1874 | loss: 0.031169 | val_loss: 0.0311796 | Time: 2132.33 ms [2022-02-18 09:30:24 main:574] : INFO : Epoch 1875 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 2551.14 ms [2022-02-18 09:30:26 main:574] : INFO : Epoch 1876 | loss: 0.031168 | val_loss: 0.0311791 | Time: 2093.66 ms [2022-02-18 09:30:29 main:574] : INFO : Epoch 1877 | loss: 0.0311674 | val_loss: 0.0311765 | Time: 2573.68 ms [2022-02-18 09:30:31 main:574] : INFO : Epoch 1878 | loss: 0.031169 | val_loss: 0.0311771 | Time: 2224.27 ms [2022-02-18 09:30:34 main:574] : INFO : Epoch 1879 | loss: 0.031168 | val_loss: 0.0311771 | Time: 2251.18 ms [2022-02-18 09:30:36 main:574] : INFO : Epoch 1880 | loss: 0.0311666 | val_loss: 0.0311793 | Time: 2329.24 ms [2022-02-18 09:30:38 main:574] : INFO : Epoch 1881 | loss: 0.0311668 | val_loss: 0.0311779 | Time: 2155.48 ms [2022-02-18 09:30:40 main:574] : INFO : Epoch 1882 | loss: 0.0311673 | val_loss: 0.0311788 | Time: 2211.35 ms [2022-02-18 09:30:42 main:574] : INFO : Epoch 1883 | loss: 0.031166 | val_loss: 0.0311769 | Time: 1998.69 ms [2022-02-18 09:30:45 main:574] : INFO : Epoch 1884 | loss: 0.0311654 | val_loss: 0.0311781 | Time: 2311.49 ms [2022-02-18 09:30:47 main:574] : INFO : Epoch 1885 | loss: 0.0311653 | val_loss: 0.03118 | Time: 1990.24 ms [2022-02-18 09:30:49 main:574] : INFO : Epoch 1886 | loss: 0.0311652 | val_loss: 0.0311785 | Time: 2339.91 ms [2022-02-18 09:30:51 main:574] : INFO : Epoch 1887 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 2191.19 ms [2022-02-18 09:30:53 main:574] : INFO : Epoch 1888 | loss: 0.0311653 | val_loss: 0.0311779 | Time: 2086.72 ms [2022-02-18 09:30:55 main:574] : INFO : Epoch 1889 | loss: 0.0311643 | val_loss: 0.0311774 | Time: 2216.81 ms [2022-02-18 09:30:58 main:574] : INFO : Epoch 1890 | loss: 0.0311639 | val_loss: 0.0311783 | Time: 2116.21 ms [2022-02-18 09:31:00 main:574] : INFO : Epoch 1891 | loss: 0.0311637 | val_loss: 0.0311809 | Time: 2405.83 ms [2022-02-18 09:31:02 main:574] : INFO : Epoch 1892 | loss: 0.0311657 | val_loss: 0.0311814 | Time: 2063.17 ms [2022-02-18 09:31:04 main:574] : INFO : Epoch 1893 | loss: 0.0311645 | val_loss: 0.0311771 | Time: 2234.59 ms [2022-02-18 09:31:06 main:574] : INFO : Epoch 1894 | loss: 0.0311636 | val_loss: 0.0311756 | Time: 2048.13 ms [2022-02-18 09:31:08 main:574] : INFO : Epoch 1895 | loss: 0.0311655 | val_loss: 0.0311815 | Time: 2174.03 ms [2022-02-18 09:31:11 main:574] : INFO : Epoch 1896 | loss: 0.0311641 | val_loss: 0.0311794 | Time: 2407.97 ms [2022-02-18 09:31:13 main:574] : INFO : Epoch 1897 | loss: 0.0311646 | val_loss: 0.0311769 | Time: 2400.84 ms [2022-02-18 09:31:16 main:574] : INFO : Epoch 1898 | loss: 0.0311658 | val_loss: 0.0311765 | Time: 2233.03 ms [2022-02-18 09:31:18 main:574] : INFO : Epoch 1899 | loss: 0.0311645 | val_loss: 0.0311771 | Time: 2121.23 ms [2022-02-18 09:31:20 main:574] : INFO : Epoch 1900 | loss: 0.0311636 | val_loss: 0.0311775 | Time: 2283.16 ms [2022-02-18 09:31:22 main:574] : INFO : Epoch 1901 | loss: 0.0311629 | val_loss: 0.0311809 | Time: 2075.17 ms [2022-02-18 09:31:24 main:574] : INFO : Epoch 1902 | loss: 0.0311632 | val_loss: 0.03118 | Time: 2318.45 ms [2022-02-18 09:31:26 main:574] : INFO : Epoch 1903 | loss: 0.0311621 | val_loss: 0.0311762 | Time: 2102.57 ms [2022-02-18 09:31:29 main:574] : INFO : Epoch 1904 | loss: 0.0311616 | val_loss: 0.0311751 | Time: 2247.76 ms [2022-02-18 09:31:31 main:574] : INFO : Epoch 1905 | loss: 0.0311619 | val_loss: 0.0311768 | Time: 2358.05 ms [2022-02-18 09:31:33 main:574] : INFO : Epoch 1906 | loss: 0.0311601 | val_loss: 0.0311752 | Time: 2034.41 ms [2022-02-18 09:31:35 main:574] : INFO : Epoch 1907 | loss: 0.031164 | val_loss: 0.0311797 | Time: 2376.16 ms [2022-02-18 09:31:37 main:574] : INFO : Epoch 1908 | loss: 0.0311627 | val_loss: 0.031177 | Time: 2030.06 ms [2022-02-18 09:31:40 main:574] : INFO : Epoch 1909 | loss: 0.0311636 | val_loss: 0.0311785 | Time: 2384.73 ms [2022-02-18 09:31:42 main:574] : INFO : Epoch 1910 | loss: 0.0311641 | val_loss: 0.0311782 | Time: 1951.22 ms [2022-02-18 09:31:44 main:574] : INFO : Epoch 1911 | loss: 0.0311641 | val_loss: 0.0311753 | Time: 2472.03 ms [2022-02-18 09:31:46 main:574] : INFO : Epoch 1912 | loss: 0.031167 | val_loss: 0.0311809 | Time: 2121.06 ms [2022-02-18 09:31:49 main:574] : INFO : Epoch 1913 | loss: 0.0311663 | val_loss: 0.0311778 | Time: 2182.15 ms [2022-02-18 09:31:51 main:574] : INFO : Epoch 1914 | loss: 0.0311682 | val_loss: 0.0311805 | Time: 2264.15 ms [2022-02-18 09:31:53 main:574] : INFO : Epoch 1915 | loss: 0.0311656 | val_loss: 0.0311785 | Time: 2119.68 ms [2022-02-18 09:31:55 main:574] : INFO : Epoch 1916 | loss: 0.0311634 | val_loss: 0.0311751 | Time: 2233.34 ms [2022-02-18 09:31:57 main:574] : INFO : Epoch 1917 | loss: 0.0311627 | val_loss: 0.0311754 | Time: 2043.39 ms [2022-02-18 09:32:00 main:574] : INFO : Epoch 1918 | loss: 0.0311612 | val_loss: 0.0311775 | Time: 2254.45 ms [2022-02-18 09:32:02 main:574] : INFO : Epoch 1919 | loss: 0.0311609 | val_loss: 0.0311775 | Time: 2113.81 ms [2022-02-18 09:32:04 main:574] : INFO : Epoch 1920 | loss: 0.0311619 | val_loss: 0.0311776 | Time: 2241.14 ms [2022-02-18 09:32:06 main:574] : INFO : Epoch 1921 | loss: 0.031163 | val_loss: 0.0311757 | Time: 2194.05 ms [2022-02-18 09:32:08 main:574] : INFO : Epoch 1922 | loss: 0.0311625 | val_loss: 0.031174 | Time: 2048.01 ms [2022-02-18 09:32:11 main:574] : INFO : Epoch 1923 | loss: 0.0311606 | val_loss: 0.0311753 | Time: 2441.06 ms [2022-02-18 09:32:13 main:574] : INFO : Epoch 1924 | loss: 0.0311597 | val_loss: 0.031176 | Time: 2006.88 ms [2022-02-18 09:32:15 main:574] : INFO : Epoch 1925 | loss: 0.031159 | val_loss: 0.031179 | Time: 2236.03 ms [2022-02-18 09:32:17 main:574] : INFO : Epoch 1926 | loss: 0.0311596 | val_loss: 0.0311792 | Time: 1981.39 ms [2022-02-18 09:32:19 main:574] : INFO : Epoch 1927 | loss: 0.0311589 | val_loss: 0.0311775 | Time: 2413.75 ms [2022-02-18 09:32:21 main:574] : INFO : Epoch 1928 | loss: 0.0311595 | val_loss: 0.031182 | Time: 2167.11 ms [2022-02-18 09:32:24 main:574] : INFO : Epoch 1929 | loss: 0.0311607 | val_loss: 0.031174 | Time: 2188.28 ms [2022-02-18 09:32:26 main:574] : INFO : Epoch 1930 | loss: 0.0311597 | val_loss: 0.031175 | Time: 2184.97 ms [2022-02-18 09:32:28 main:574] : INFO : Epoch 1931 | loss: 0.0311598 | val_loss: 0.0311754 | Time: 1947.38 ms [2022-02-18 09:32:30 main:574] : INFO : Epoch 1932 | loss: 0.0311601 | val_loss: 0.0311732 | Time: 2341.55 ms [2022-02-18 09:32:32 main:574] : INFO : Epoch 1933 | loss: 0.0311607 | val_loss: 0.0311735 | Time: 1962.17 ms [2022-02-18 09:32:34 main:574] : INFO : Epoch 1934 | loss: 0.031159 | val_loss: 0.0311766 | Time: 2324.58 ms [2022-02-18 09:32:36 main:574] : INFO : Epoch 1935 | loss: 0.0311581 | val_loss: 0.0311811 | Time: 2062.78 ms [2022-02-18 09:32:39 main:574] : INFO : Epoch 1936 | loss: 0.0311593 | val_loss: 0.0311777 | Time: 2300.42 ms [2022-02-18 09:32:41 main:574] : INFO : Epoch 1937 | loss: 0.0311599 | val_loss: 0.0311762 | Time: 2306.86 ms [2022-02-18 09:32:43 main:574] : INFO : Epoch 1938 | loss: 0.031159 | val_loss: 0.0311765 | Time: 1925.67 ms [2022-02-18 09:32:45 main:574] : INFO : Epoch 1939 | loss: 0.0311589 | val_loss: 0.0311805 | Time: 2226.86 ms [2022-02-18 09:32:47 main:574] : INFO : Epoch 1940 | loss: 0.0311591 | val_loss: 0.0311754 | Time: 2044.05 ms [2022-02-18 09:32:49 main:574] : INFO : Epoch 1941 | loss: 0.0311614 | val_loss: 0.0311812 | Time: 2174.81 ms [2022-02-18 09:32:52 main:574] : INFO : Epoch 1942 | loss: 0.0311602 | val_loss: 0.0311769 | Time: 2171.93 ms [2022-02-18 09:32:54 main:574] : INFO : Epoch 1943 | loss: 0.0311622 | val_loss: 0.0311756 | Time: 2247.28 ms [2022-02-18 09:32:56 main:574] : INFO : Epoch 1944 | loss: 0.0311616 | val_loss: 0.0311739 | Time: 2286.04 ms [2022-02-18 09:32:59 main:574] : INFO : Epoch 1945 | loss: 0.0311578 | val_loss: 0.0311731 | Time: 2419.16 ms [2022-02-18 09:33:01 main:574] : INFO : Epoch 1946 | loss: 0.0311563 | val_loss: 0.0311756 | Time: 2435.91 ms [2022-02-18 09:33:03 main:574] : INFO : Epoch 1947 | loss: 0.0311578 | val_loss: 0.0311726 | Time: 2204.63 ms [2022-02-18 09:33:06 main:574] : INFO : Epoch 1948 | loss: 0.0311557 | val_loss: 0.0311768 | Time: 2267.16 ms [2022-02-18 09:33:07 main:574] : INFO : Epoch 1949 | loss: 0.0311567 | val_loss: 0.0311751 | Time: 1923.69 ms [2022-02-18 09:33:10 main:574] : INFO : Epoch 1950 | loss: 0.0311561 | val_loss: 0.0311751 | Time: 2194.5 ms [2022-02-18 09:33:12 main:574] : INFO : Epoch 1951 | loss: 0.0311606 | val_loss: 0.0311753 | Time: 2141.62 ms [2022-02-18 09:33:14 main:574] : INFO : Epoch 1952 | loss: 0.0311562 | val_loss: 0.0311746 | Time: 2093.57 ms [2022-02-18 09:33:16 main:574] : INFO : Epoch 1953 | loss: 0.0311569 | val_loss: 0.0311774 | Time: 2289.35 ms [2022-02-18 09:33:18 main:574] : INFO : Epoch 1954 | loss: 0.031157 | val_loss: 0.0311771 | Time: 2125.85 ms [2022-02-18 09:33:21 main:574] : INFO : Epoch 1955 | loss: 0.0311616 | val_loss: 0.0311754 | Time: 2297.49 ms [2022-02-18 09:33:23 main:574] : INFO : Epoch 1956 | loss: 0.0311586 | val_loss: 0.0311778 | Time: 1973.3 ms [2022-02-18 09:33:25 main:574] : INFO : Epoch 1957 | loss: 0.0311561 | val_loss: 0.0311762 | Time: 2314.48 ms [2022-02-18 09:33:27 main:574] : INFO : Epoch 1958 | loss: 0.0311567 | val_loss: 0.0311761 | Time: 2070.46 ms [2022-02-18 09:33:29 main:574] : INFO : Epoch 1959 | loss: 0.0311553 | val_loss: 0.0311756 | Time: 2215.34 ms [2022-02-18 09:33:32 main:574] : INFO : Epoch 1960 | loss: 0.0311563 | val_loss: 0.0311748 | Time: 2263.02 ms [2022-02-18 09:33:34 main:574] : INFO : Epoch 1961 | loss: 0.0311572 | val_loss: 0.0311732 | Time: 2023.29 ms [2022-02-18 09:33:36 main:574] : INFO : Epoch 1962 | loss: 0.0311603 | val_loss: 0.0311757 | Time: 2185.93 ms [2022-02-18 09:33:38 main:574] : INFO : Epoch 1963 | loss: 0.0311601 | val_loss: 0.0311761 | Time: 1970.26 ms [2022-02-18 09:33:40 main:574] : INFO : Epoch 1964 | loss: 0.0311606 | val_loss: 0.0311747 | Time: 2200.37 ms [2022-02-18 09:33:42 main:574] : INFO : Epoch 1965 | loss: 0.0311562 | val_loss: 0.0311772 | Time: 2057.21 ms [2022-02-18 09:33:44 main:574] : INFO : Epoch 1966 | loss: 0.0311581 | val_loss: 0.0311769 | Time: 2139.72 ms [2022-02-18 09:33:46 main:574] : INFO : Epoch 1967 | loss: 0.0311535 | val_loss: 0.0311736 | Time: 2226.38 ms [2022-02-18 09:33:48 main:574] : INFO : Epoch 1968 | loss: 0.0311591 | val_loss: 0.0311768 | Time: 1999.9 ms [2022-02-18 09:33:50 main:574] : INFO : Epoch 1969 | loss: 0.0311623 | val_loss: 0.0311753 | Time: 2107.91 ms [2022-02-18 09:33:52 main:574] : INFO : Epoch 1970 | loss: 0.0311608 | val_loss: 0.0311756 | Time: 1857.67 ms [2022-02-18 09:33:55 main:574] : INFO : Epoch 1971 | loss: 0.0311587 | val_loss: 0.0311732 | Time: 2384.81 ms [2022-02-18 09:33:57 main:574] : INFO : Epoch 1972 | loss: 0.0311555 | val_loss: 0.0311776 | Time: 2100.57 ms [2022-02-18 09:33:59 main:574] : INFO : Epoch 1973 | loss: 0.0311581 | val_loss: 0.0311736 | Time: 2030.72 ms [2022-02-18 09:34:01 main:574] : INFO : Epoch 1974 | loss: 0.0311581 | val_loss: 0.0311755 | Time: 2228.56 ms [2022-02-18 09:34:03 main:574] : INFO : Epoch 1975 | loss: 0.0311569 | val_loss: 0.0311769 | Time: 1909.55 ms [2022-02-18 09:34:05 main:574] : INFO : Epoch 1976 | loss: 0.0311584 | val_loss: 0.0311717 | Time: 2330.93 ms [2022-02-18 09:34:07 main:574] : INFO : Epoch 1977 | loss: 0.0311596 | val_loss: 0.0311726 | Time: 1949.18 ms [2022-02-18 09:34:10 main:574] : INFO : Epoch 1978 | loss: 0.0311567 | val_loss: 0.0311754 | Time: 2227.5 ms [2022-02-18 09:34:12 main:574] : INFO : Epoch 1979 | loss: 0.0311569 | val_loss: 0.0311737 | Time: 2083.27 ms [2022-02-18 09:34:14 main:574] : INFO : Epoch 1980 | loss: 0.0311577 | val_loss: 0.0311777 | Time: 2390.71 ms [2022-02-18 09:34:17 main:574] : INFO : Epoch 1981 | loss: 0.0311542 | val_loss: 0.0311744 | Time: 2642.59 ms [2022-02-18 09:34:19 main:574] : INFO : Epoch 1982 | loss: 0.0311582 | val_loss: 0.0311747 | Time: 2035.85 ms [2022-02-18 09:34:21 main:574] : INFO : Epoch 1983 | loss: 0.031156 | val_loss: 0.0311755 | Time: 2201.46 ms [2022-02-18 09:34:23 main:574] : INFO : Epoch 1984 | loss: 0.0311557 | val_loss: 0.031178 | Time: 1922.49 ms [2022-02-18 09:34:25 main:574] : INFO : Epoch 1985 | loss: 0.0311546 | val_loss: 0.0311759 | Time: 2144.88 ms [2022-02-18 09:34:27 main:574] : INFO : Epoch 1986 | loss: 0.0311537 | val_loss: 0.0311742 | Time: 2076.32 ms [2022-02-18 09:34:29 main:574] : INFO : Epoch 1987 | loss: 0.0311544 | val_loss: 0.0311751 | Time: 2107.78 ms [2022-02-18 09:34:32 main:574] : INFO : Epoch 1988 | loss: 0.0311561 | val_loss: 0.0311745 | Time: 2399.93 ms [2022-02-18 09:34:34 main:574] : INFO : Epoch 1989 | loss: 0.0311559 | val_loss: 0.0311708 | Time: 2021.42 ms [2022-02-18 09:34:36 main:574] : INFO : Epoch 1990 | loss: 0.0311572 | val_loss: 0.0311739 | Time: 2172.18 ms [2022-02-18 09:34:38 main:574] : INFO : Epoch 1991 | loss: 0.0311593 | val_loss: 0.0311709 | Time: 1936.49 ms [2022-02-18 09:34:40 main:574] : INFO : Epoch 1992 | loss: 0.031156 | val_loss: 0.0311726 | Time: 2289.75 ms [2022-02-18 09:34:42 main:574] : INFO : Epoch 1993 | loss: 0.0311555 | val_loss: 0.0311743 | Time: 2073.15 ms [2022-02-18 09:34:44 main:574] : INFO : Epoch 1994 | loss: 0.0311582 | val_loss: 0.0311795 | Time: 2112.18 ms [2022-02-18 09:34:46 main:574] : INFO : Epoch 1995 | loss: 0.0311612 | val_loss: 0.0311755 | Time: 2172.55 ms [2022-02-18 09:34:48 main:574] : INFO : Epoch 1996 | loss: 0.0311589 | val_loss: 0.0311785 | Time: 1959.5 ms [2022-02-18 09:34:51 main:574] : INFO : Epoch 1997 | loss: 0.0311592 | val_loss: 0.0311762 | Time: 2206.79 ms [2022-02-18 09:34:53 main:574] : INFO : Epoch 1998 | loss: 0.0311599 | val_loss: 0.031177 | Time: 1992.46 ms [2022-02-18 09:34:55 main:574] : INFO : Epoch 1999 | loss: 0.031162 | val_loss: 0.0311899 | Time: 2748.9 ms [2022-02-18 09:34:57 main:574] : INFO : Epoch 2000 | loss: 0.0311603 | val_loss: 0.0311803 | Time: 2003.95 ms [2022-02-18 09:35:00 main:574] : INFO : Epoch 2001 | loss: 0.0311592 | val_loss: 0.0311746 | Time: 2325.55 ms [2022-02-18 09:35:02 main:574] : INFO : Epoch 2002 | loss: 0.0311638 | val_loss: 0.0311755 | Time: 2237.77 ms [2022-02-18 09:35:04 main:574] : INFO : Epoch 2003 | loss: 0.0311627 | val_loss: 0.0311791 | Time: 2035.03 ms [2022-02-18 09:35:06 main:574] : INFO : Epoch 2004 | loss: 0.0311631 | val_loss: 0.031178 | Time: 2345.53 ms [2022-02-18 09:35:08 main:574] : INFO : Epoch 2005 | loss: 0.0311631 | val_loss: 0.0311708 | Time: 2079.52 ms [2022-02-18 09:35:11 main:574] : INFO : Epoch 2006 | loss: 0.0311597 | val_loss: 0.0311732 | Time: 2246.24 ms [2022-02-18 09:35:13 main:574] : INFO : Epoch 2007 | loss: 0.0311573 | val_loss: 0.0311713 | Time: 1972.09 ms [2022-02-18 09:35:15 main:574] : INFO : Epoch 2008 | loss: 0.0311553 | val_loss: 0.0311727 | Time: 2323.82 ms [2022-02-18 09:35:17 main:574] : INFO : Epoch 2009 | loss: 0.0311556 | val_loss: 0.0311726 | Time: 2156.77 ms [2022-02-18 09:35:19 main:574] : INFO : Epoch 2010 | loss: 0.031158 | val_loss: 0.0311772 | Time: 2223.45 ms [2022-02-18 09:35:22 main:574] : INFO : Epoch 2011 | loss: 0.0311567 | val_loss: 0.0311753 | Time: 2275.46 ms [2022-02-18 09:35:24 main:574] : INFO : Epoch 2012 | loss: 0.0311576 | val_loss: 0.0311732 | Time: 1971.38 ms [2022-02-18 09:35:26 main:574] : INFO : Epoch 2013 | loss: 0.0311537 | val_loss: 0.0311771 | Time: 2181.38 ms [2022-02-18 09:35:28 main:574] : INFO : Epoch 2014 | loss: 0.0311548 | val_loss: 0.0311745 | Time: 1943.19 ms [2022-02-18 09:35:30 main:574] : INFO : Epoch 2015 | loss: 0.0311562 | val_loss: 0.0311746 | Time: 2409.32 ms [2022-02-18 09:35:32 main:574] : INFO : Epoch 2016 | loss: 0.0311596 | val_loss: 0.0311768 | Time: 2034.43 ms [2022-02-18 09:35:34 main:574] : INFO : Epoch 2017 | loss: 0.0311562 | val_loss: 0.0311804 | Time: 2144.92 ms [2022-02-18 09:35:36 main:574] : INFO : Epoch 2018 | loss: 0.0311558 | val_loss: 0.0311799 | Time: 2182.45 ms [2022-02-18 09:35:38 main:574] : INFO : Epoch 2019 | loss: 0.0311526 | val_loss: 0.03118 | Time: 1952.28 ms [2022-02-18 09:35:41 main:574] : INFO : Epoch 2020 | loss: 0.0311551 | val_loss: 0.0311801 | Time: 2220.37 ms [2022-02-18 09:35:43 main:574] : INFO : Epoch 2021 | loss: 0.031152 | val_loss: 0.0311743 | Time: 2001.7 ms [2022-02-18 09:35:45 main:574] : INFO : Epoch 2022 | loss: 0.0311517 | val_loss: 0.0311747 | Time: 2271.84 ms [2022-02-18 09:35:47 main:574] : INFO : Epoch 2023 | loss: 0.0311522 | val_loss: 0.0311739 | Time: 2240.28 ms [2022-02-18 09:35:49 main:574] : INFO : Epoch 2024 | loss: 0.031152 | val_loss: 0.0311725 | Time: 2111.54 ms [2022-02-18 09:35:52 main:574] : INFO : Epoch 2025 | loss: 0.0311496 | val_loss: 0.0311802 | Time: 2338.12 ms [2022-02-18 09:35:54 main:574] : INFO : Epoch 2026 | loss: 0.0311495 | val_loss: 0.0311741 | Time: 2020.45 ms [2022-02-18 09:35:56 main:574] : INFO : Epoch 2027 | loss: 0.0311512 | val_loss: 0.0311785 | Time: 2114.86 ms [2022-02-18 09:35:58 main:574] : INFO : Epoch 2028 | loss: 0.0311509 | val_loss: 0.0311705 | Time: 1903.96 ms [2022-02-18 09:36:00 main:574] : INFO : Epoch 2029 | loss: 0.0311492 | val_loss: 0.0311744 | Time: 2208.82 ms [2022-02-18 09:36:02 main:574] : INFO : Epoch 2030 | loss: 0.0311478 | val_loss: 0.0311744 | Time: 2182.21 ms [2022-02-18 09:36:05 main:574] : INFO : Epoch 2031 | loss: 0.0311691 | val_loss: 0.0311796 | Time: 3138.33 ms [2022-02-18 09:36:08 main:574] : INFO : Epoch 2032 | loss: 0.0311748 | val_loss: 0.0311794 | Time: 2690.79 ms [2022-02-18 09:36:11 main:574] : INFO : Epoch 2033 | loss: 0.0311742 | val_loss: 0.0311795 | Time: 3315.75 ms [2022-02-18 09:36:14 main:574] : INFO : Epoch 2034 | loss: 0.0311754 | val_loss: 0.031178 | Time: 2597.92 ms [2022-02-18 09:36:17 main:574] : INFO : Epoch 2035 | loss: 0.0311743 | val_loss: 0.0311784 | Time: 3269.99 ms [2022-02-18 09:36:20 main:574] : INFO : Epoch 2036 | loss: 0.0311762 | val_loss: 0.0311757 | Time: 2891.48 ms [2022-02-18 09:36:23 main:574] : INFO : Epoch 2037 | loss: 0.031175 | val_loss: 0.0311772 | Time: 2810.83 ms [2022-02-18 09:36:26 main:574] : INFO : Epoch 2038 | loss: 0.0311704 | val_loss: 0.0311738 | Time: 3591.13 ms [2022-02-18 09:36:31 main:574] : INFO : Epoch 2039 | loss: 0.0311689 | val_loss: 0.0311727 | Time: 4860.22 ms [2022-02-18 09:36:36 main:574] : INFO : Epoch 2040 | loss: 0.0311674 | val_loss: 0.0311733 | Time: 4379.11 ms [2022-02-18 09:36:42 main:574] : INFO : Epoch 2041 | loss: 0.0311683 | val_loss: 0.0311716 | Time: 5887.26 ms [2022-02-18 09:36:46 main:574] : INFO : Epoch 2042 | loss: 0.0311655 | val_loss: 0.0311743 | Time: 4745.98 ms [2022-02-18 09:36:52 main:574] : INFO : Epoch 2043 | loss: 0.0311636 | val_loss: 0.031172 | Time: 5426.88 ms [2022-02-18 09:36:57 main:574] : INFO : Epoch 2044 | loss: 0.0311625 | val_loss: 0.0311743 | Time: 5233.54 ms [2022-02-18 09:37:02 main:574] : INFO : Epoch 2045 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 5380.91 ms [2022-02-18 09:37:08 main:574] : INFO : Epoch 2046 | loss: 0.0311619 | val_loss: 0.0311741 | Time: 5385.07 ms [2022-02-18 09:37:13 main:574] : INFO : Epoch 2047 | loss: 0.0311635 | val_loss: 0.0311819 | Time: 5087 ms [2022-02-18 09:37:18 main:574] : INFO : Epoch 2048 | loss: 0.0311652 | val_loss: 0.0311815 | Time: 5212.48 ms [2022-02-18 09:37:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311815 [2022-02-18 09:37:18 main:603] : INFO : Saving end state to config to file [2022-02-18 09:37:18 main:608] : INFO : Success, exiting.. 09:37:18 (11856): 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)