Task 5603169
| Name | ParityMachine-1624572137-11949-1_1 |
| Workunit | 3345640 |
| Created | 4 Jul 2021, 4:47:16 UTC |
| Sent | 4 Jul 2021, 6:05:14 UTC |
| Report deadline | 11 Jul 2021, 6:05:14 UTC |
| Received | 4 Jul 2021, 11:27:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 4 min 6 sec |
| CPU time | 1 hours 0 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0311505 | val_loss: 0.0311628 | Time: 1891.43 ms [2021-07-04 13:11:50 main:574] : INFO : Epoch 1543 | loss: 0.0311525 | val_loss: 0.0311638 | Time: 1872.23 ms [2021-07-04 13:11:52 main:574] : INFO : Epoch 1544 | loss: 0.0311514 | val_loss: 0.0311618 | Time: 1920.94 ms [2021-07-04 13:11:54 main:574] : INFO : Epoch 1545 | loss: 0.0311484 | val_loss: 0.0311623 | Time: 1964.01 ms [2021-07-04 13:11:56 main:574] : INFO : Epoch 1546 | loss: 0.0311476 | val_loss: 0.0311629 | Time: 1927.01 ms [2021-07-04 13:11:57 main:574] : INFO : Epoch 1547 | loss: 0.0311472 | val_loss: 0.0311662 | Time: 1859.96 ms [2021-07-04 13:11:59 main:574] : INFO : Epoch 1548 | loss: 0.0311466 | val_loss: 0.0311633 | Time: 1898.52 ms [2021-07-04 13:12:01 main:574] : INFO : Epoch 1549 | loss: 0.0311444 | val_loss: 0.0311622 | Time: 1932.64 ms [2021-07-04 13:12:03 main:574] : INFO : Epoch 1550 | loss: 0.0311433 | val_loss: 0.031165 | Time: 1906.16 ms [2021-07-04 13:12:05 main:574] : INFO : Epoch 1551 | loss: 0.0311438 | val_loss: 0.0311652 | Time: 1902.44 ms [2021-07-04 13:12:07 main:574] : INFO : Epoch 1552 | loss: 0.0311438 | val_loss: 0.0311644 | Time: 1937.73 ms [2021-07-04 13:12:09 main:574] : INFO : Epoch 1553 | loss: 0.0311433 | val_loss: 0.0311671 | Time: 1864.45 ms [2021-07-04 13:12:11 main:574] : INFO : Epoch 1554 | loss: 0.031144 | val_loss: 0.031165 | Time: 1889.73 ms [2021-07-04 13:12:13 main:574] : INFO : Epoch 1555 | loss: 0.0311436 | val_loss: 0.0311651 | Time: 1911.37 ms [2021-07-04 13:12:15 main:574] : INFO : Epoch 1556 | loss: 0.0311422 | val_loss: 0.0311655 | Time: 1887.77 ms [2021-07-04 13:12:16 main:574] : INFO : Epoch 1557 | loss: 0.0311421 | val_loss: 0.0311723 | Time: 1874.3 ms [2021-07-04 13:12:18 main:574] : INFO : Epoch 1558 | loss: 0.031143 | val_loss: 0.0311659 | Time: 1898.88 ms [2021-07-04 13:12:20 main:574] : INFO : Epoch 1559 | loss: 0.031141 | val_loss: 0.0311702 | Time: 1903.44 ms [2021-07-04 13:12:22 main:574] : INFO : Epoch 1560 | loss: 0.0311413 | val_loss: 0.031168 | Time: 1918.85 ms [2021-07-04 13:12:24 main:574] : INFO : Epoch 1561 | loss: 0.0311407 | val_loss: 0.0311697 | Time: 1898.43 ms [2021-07-04 13:12:26 main:574] : INFO : Epoch 1562 | loss: 0.0311407 | val_loss: 0.0311635 | Time: 1871.11 ms [2021-07-04 13:12:28 main:574] : INFO : Epoch 1563 | loss: 0.0311388 | val_loss: 0.0311665 | Time: 1840.68 ms [2021-07-04 13:12:30 main:574] : INFO : Epoch 1564 | loss: 0.0311406 | val_loss: 0.0311664 | Time: 1940.76 ms [2021-07-04 13:12:32 main:574] : INFO : Epoch 1565 | loss: 0.0311393 | val_loss: 0.0311634 | Time: 1886.64 ms [2021-07-04 13:12:34 main:574] : INFO : Epoch 1566 | loss: 0.0311396 | val_loss: 0.0311657 | Time: 1888.31 ms [2021-07-04 13:12:35 main:574] : INFO : Epoch 1567 | loss: 0.0311406 | val_loss: 0.0311627 | Time: 1876.32 ms [2021-07-04 13:12:37 main:574] : INFO : Epoch 1568 | loss: 0.0311408 | val_loss: 0.031164 | Time: 1884.22 ms [2021-07-04 13:12:39 main:574] : INFO : Epoch 1569 | loss: 0.0311408 | val_loss: 0.031166 | Time: 1864.06 ms [2021-07-04 13:12:41 main:574] : INFO : Epoch 1570 | loss: 0.0311403 | val_loss: 0.0311676 | Time: 1870.07 ms [2021-07-04 13:12:43 main:574] : INFO : Epoch 1571 | loss: 0.0311507 | val_loss: 0.0311693 | Time: 1919.22 ms [2021-07-04 13:12:45 main:574] : INFO : Epoch 1572 | loss: 0.0311566 | val_loss: 0.0311672 | Time: 1900.38 ms [2021-07-04 13:12:47 main:574] : INFO : Epoch 1573 | loss: 0.031154 | val_loss: 0.0311652 | Time: 1898.25 ms [2021-07-04 13:12:49 main:574] : INFO : Epoch 1574 | loss: 0.0311523 | val_loss: 0.0311714 | Time: 1855.66 ms [2021-07-04 13:12:51 main:574] : INFO : Epoch 1575 | loss: 0.0311523 | val_loss: 0.0311679 | Time: 1844.7 ms [2021-07-04 13:12:52 main:574] : INFO : Epoch 1576 | loss: 0.0311497 | val_loss: 0.0311666 | Time: 1839.47 ms [2021-07-04 13:12:54 main:574] : INFO : Epoch 1577 | loss: 0.0311478 | val_loss: 0.0311643 | Time: 1887.86 ms [2021-07-04 13:12:56 main:574] : INFO : Epoch 1578 | loss: 0.0311473 | val_loss: 0.0311651 | Time: 1899.81 ms [2021-07-04 13:12:58 main:574] : INFO : Epoch 1579 | loss: 0.0311474 | val_loss: 0.0311629 | Time: 1904.24 ms [2021-07-04 13:13:00 main:574] : INFO : Epoch 1580 | loss: 0.0311452 | val_loss: 0.0311657 | Time: 1881.66 ms [2021-07-04 13:13:02 main:574] : INFO : Epoch 1581 | loss: 0.0311456 | val_loss: 0.0311645 | Time: 1966.93 ms [2021-07-04 13:13:04 main:574] : INFO : Epoch 1582 | loss: 0.0311443 | val_loss: 0.0311662 | Time: 1869.7 ms [2021-07-04 13:13:06 main:574] : INFO : Epoch 1583 | loss: 0.0311453 | val_loss: 0.0311712 | Time: 1866.34 ms [2021-07-04 13:13:08 main:574] : INFO : Epoch 1584 | loss: 0.0311449 | val_loss: 0.0311698 | Time: 1881.17 ms [2021-07-04 13:13:10 main:574] : INFO : Epoch 1585 | loss: 0.0311443 | val_loss: 0.0311706 | Time: 1869.65 ms [2021-07-04 13:13:11 main:574] : INFO : Epoch 1586 | loss: 0.0311445 | val_loss: 0.0311684 | Time: 1900.17 ms [2021-07-04 13:13:13 main:574] : INFO : Epoch 1587 | loss: 0.0311437 | val_loss: 0.0311672 | Time: 1850.58 ms [2021-07-04 13:13:15 main:574] : INFO : Epoch 1588 | loss: 0.0311435 | val_loss: 0.0311677 | Time: 1878.76 ms [2021-07-04 13:13:17 main:574] : INFO : Epoch 1589 | loss: 0.0311427 | val_loss: 0.0311651 | Time: 1856.94 ms [2021-07-04 13:13:19 main:574] : INFO : Epoch 1590 | loss: 0.0311407 | val_loss: 0.0311625 | Time: 1878.83 ms [2021-07-04 13:13:21 main:574] : INFO : Epoch 1591 | loss: 0.0311427 | val_loss: 0.0311622 | Time: 1905.33 ms [2021-07-04 13:13:23 main:574] : INFO : Epoch 1592 | loss: 0.0311421 | val_loss: 0.0311634 | Time: 1861.78 ms [2021-07-04 13:13:25 main:574] : INFO : Epoch 1593 | loss: 0.0311448 | val_loss: 0.0311653 | Time: 1828.58 ms [2021-07-04 13:13:26 main:574] : INFO : Epoch 1594 | loss: 0.0311464 | val_loss: 0.0311658 | Time: 1909.63 ms [2021-07-04 13:13:28 main:574] : INFO : Epoch 1595 | loss: 0.0311509 | val_loss: 0.0311683 | Time: 1866.42 ms [2021-07-04 13:13:30 main:574] : INFO : Epoch 1596 | loss: 0.0311488 | val_loss: 0.0311653 | Time: 1872.35 ms [2021-07-04 13:13:32 main:574] : INFO : Epoch 1597 | loss: 0.0311451 | val_loss: 0.0311653 | Time: 1881.2 ms [2021-07-04 13:13:34 main:574] : INFO : Epoch 1598 | loss: 0.0311453 | val_loss: 0.0311664 | Time: 1907.92 ms [2021-07-04 13:13:36 main:574] : INFO : Epoch 1599 | loss: 0.031146 | val_loss: 0.0311663 | Time: 1884.54 ms [2021-07-04 13:13:38 main:574] : INFO : Epoch 1600 | loss: 0.0311453 | val_loss: 0.0311686 | Time: 1835.54 ms [2021-07-04 13:13:40 main:574] : INFO : Epoch 1601 | loss: 0.0311415 | val_loss: 0.0311657 | Time: 1908.49 ms [2021-07-04 13:13:42 main:574] : INFO : Epoch 1602 | loss: 0.0311402 | val_loss: 0.0311658 | Time: 1970.97 ms [2021-07-04 13:13:44 main:574] : INFO : Epoch 1603 | loss: 0.0311393 | val_loss: 0.031166 | Time: 1978.09 ms [2021-07-04 13:13:46 main:574] : INFO : Epoch 1604 | loss: 0.0311446 | val_loss: 0.0311672 | Time: 2001.78 ms [2021-07-04 13:13:48 main:574] : INFO : Epoch 1605 | loss: 0.0311422 | val_loss: 0.0311643 | Time: 1874.54 ms [2021-07-04 13:13:49 main:574] : INFO : Epoch 1606 | loss: 0.0311404 | val_loss: 0.0311639 | Time: 1881.17 ms [2021-07-04 13:13:51 main:574] : INFO : Epoch 1607 | loss: 0.0311388 | val_loss: 0.0311651 | Time: 1926.16 ms [2021-07-04 13:13:53 main:574] : INFO : Epoch 1608 | loss: 0.0311383 | val_loss: 0.0311666 | Time: 1879.63 ms [2021-07-04 13:13:55 main:574] : INFO : Epoch 1609 | loss: 0.0311386 | val_loss: 0.0311652 | Time: 1872.52 ms [2021-07-04 13:13:57 main:574] : INFO : Epoch 1610 | loss: 0.0311434 | val_loss: 0.0311645 | Time: 1892.98 ms [2021-07-04 13:13:59 main:574] : INFO : Epoch 1611 | loss: 0.0311448 | val_loss: 0.0311646 | Time: 1898.29 ms [2021-07-04 13:14:01 main:574] : INFO : Epoch 1612 | loss: 0.0311431 | val_loss: 0.0311641 | Time: 1757.05 ms [2021-07-04 13:14:02 main:574] : INFO : Epoch 1613 | loss: 0.031149 | val_loss: 0.0311689 | Time: 1786.05 ms [2021-07-04 13:14:04 main:574] : INFO : Epoch 1614 | loss: 0.0311474 | val_loss: 0.0311654 | Time: 1948.14 ms [2021-07-04 13:14:06 main:574] : INFO : Epoch 1615 | loss: 0.0311463 | val_loss: 0.031165 | Time: 1926.8 ms [2021-07-04 13:14:08 main:574] : INFO : Epoch 1616 | loss: 0.0311449 | val_loss: 0.0311645 | Time: 1866.38 ms [2021-07-04 13:14:10 main:574] : INFO : Epoch 1617 | loss: 0.0311432 | val_loss: 0.0311671 | Time: 1865.09 ms [2021-07-04 13:14:12 main:574] : INFO : Epoch 1618 | loss: 0.0311425 | val_loss: 0.0311689 | Time: 1921.85 ms [2021-07-04 13:14:14 main:574] : INFO : Epoch 1619 | loss: 0.0311462 | val_loss: 0.0311667 | Time: 1885.81 ms [2021-07-04 13:14:16 main:574] : INFO : Epoch 1620 | loss: 0.031141 | val_loss: 0.0311692 | Time: 1887.36 ms [2021-07-04 13:14:18 main:574] : INFO : Epoch 1621 | loss: 0.0311405 | val_loss: 0.0311675 | Time: 1892.06 ms [2021-07-04 13:14:20 main:574] : INFO : Epoch 1622 | loss: 0.0311411 | val_loss: 0.0311677 | Time: 1894.26 ms [2021-07-04 13:14:22 main:574] : INFO : Epoch 1623 | loss: 0.0311451 | val_loss: 0.0311663 | Time: 1883.42 ms [2021-07-04 13:14:23 main:574] : INFO : Epoch 1624 | loss: 0.0311426 | val_loss: 0.0311701 | Time: 1844.36 ms [2021-07-04 13:14:25 main:574] : INFO : Epoch 1625 | loss: 0.0311415 | val_loss: 0.0311675 | Time: 1921.41 ms [2021-07-04 13:14:27 main:574] : INFO : Epoch 1626 | loss: 0.0311448 | val_loss: 0.0311657 | Time: 1924.16 ms [2021-07-04 13:14:29 main:574] : INFO : Epoch 1627 | loss: 0.031144 | val_loss: 0.0311665 | Time: 1880.42 ms [2021-07-04 13:14:31 main:574] : INFO : Epoch 1628 | loss: 0.0311416 | val_loss: 0.0311687 | Time: 1892.47 ms [2021-07-04 13:14:33 main:574] : INFO : Epoch 1629 | loss: 0.03114 | val_loss: 0.0311633 | Time: 1842.27 ms [2021-07-04 13:14:35 main:574] : INFO : Epoch 1630 | loss: 0.0311402 | val_loss: 0.031166 | Time: 1868.83 ms [2021-07-04 13:14:37 main:574] : INFO : Epoch 1631 | loss: 0.0311421 | val_loss: 0.0311683 | Time: 1881.49 ms [2021-07-04 13:14:39 main:574] : INFO : Epoch 1632 | loss: 0.0311435 | val_loss: 0.031169 | Time: 1887.56 ms [2021-07-04 13:14:40 main:574] : INFO : Epoch 1633 | loss: 0.0311425 | val_loss: 0.0311675 | Time: 1874 ms [2021-07-04 13:14:42 main:574] : INFO : Epoch 1634 | loss: 0.0311469 | val_loss: 0.03117 | Time: 1853.93 ms [2021-07-04 13:14:44 main:574] : INFO : Epoch 1635 | loss: 0.0311524 | val_loss: 0.0311653 | Time: 1885.98 ms [2021-07-04 13:14:46 main:574] : INFO : Epoch 1636 | loss: 0.0311513 | val_loss: 0.0311652 | Time: 1867.01 ms [2021-07-04 13:14:48 main:574] : INFO : Epoch 1637 | loss: 0.0311487 | val_loss: 0.0311706 | Time: 1872.04 ms [2021-07-04 13:14:50 main:574] : INFO : Epoch 1638 | loss: 0.0311467 | val_loss: 0.0311688 | Time: 1984.17 ms [2021-07-04 13:14:52 main:574] : INFO : Epoch 1639 | loss: 0.0311465 | val_loss: 0.0311677 | Time: 1924.87 ms [2021-07-04 13:14:54 main:574] : INFO : Epoch 1640 | loss: 0.0311456 | val_loss: 0.0311667 | Time: 1883.33 ms [2021-07-04 13:14:56 main:574] : INFO : Epoch 1641 | loss: 0.0311443 | val_loss: 0.0311693 | Time: 1878.73 ms [2021-07-04 13:14:58 main:574] : INFO : Epoch 1642 | loss: 0.0311484 | val_loss: 0.0311743 | Time: 1904.66 ms [2021-07-04 13:14:59 main:574] : INFO : Epoch 1643 | loss: 0.0311604 | val_loss: 0.0311696 | Time: 1862.66 ms [2021-07-04 13:15:01 main:574] : INFO : Epoch 1644 | loss: 0.0311563 | val_loss: 0.0311694 | Time: 1913.89 ms [2021-07-04 13:15:03 main:574] : INFO : Epoch 1645 | loss: 0.0311514 | val_loss: 0.0311674 | Time: 1882.26 ms [2021-07-04 13:15:05 main:574] : INFO : Epoch 1646 | loss: 0.0311476 | val_loss: 0.0311638 | Time: 1882.5 ms [2021-07-04 13:15:07 main:574] : INFO : Epoch 1647 | loss: 0.0311459 | val_loss: 0.0311655 | Time: 1855.19 ms [2021-07-04 13:15:09 main:574] : INFO : Epoch 1648 | loss: 0.0311438 | val_loss: 0.0311627 | Time: 1871.53 ms [2021-07-04 13:15:11 main:574] : INFO : Epoch 1649 | loss: 0.0311425 | val_loss: 0.0311636 | Time: 1897.16 ms [2021-07-04 13:15:13 main:574] : INFO : Epoch 1650 | loss: 0.0311439 | val_loss: 0.0311622 | Time: 1977.07 ms [2021-07-04 13:15:15 main:574] : INFO : Epoch 1651 | loss: 0.0311482 | val_loss: 0.031167 | Time: 1935.19 ms [2021-07-04 13:15:17 main:574] : INFO : Epoch 1652 | loss: 0.0311482 | val_loss: 0.0311629 | Time: 1897.82 ms [2021-07-04 13:15:18 main:574] : INFO : Epoch 1653 | loss: 0.0311494 | val_loss: 0.0311744 | Time: 1814.18 ms [2021-07-04 13:15:20 main:574] : INFO : Epoch 1654 | loss: 0.0311539 | val_loss: 0.0311636 | Time: 1846.73 ms [2021-07-04 13:15:22 main:574] : INFO : Epoch 1655 | loss: 0.0311503 | val_loss: 0.0311615 | Time: 1882.47 ms [2021-07-04 13:15:24 main:574] : INFO : Epoch 1656 | loss: 0.0311499 | val_loss: 0.0311656 | Time: 1865.67 ms [2021-07-04 13:15:26 main:574] : INFO : Epoch 1657 | loss: 0.0311496 | val_loss: 0.0311612 | Time: 1888.3 ms [2021-07-04 13:15:28 main:574] : INFO : Epoch 1658 | loss: 0.0311487 | val_loss: 0.031165 | Time: 1843.56 ms [2021-07-04 13:15:30 main:574] : INFO : Epoch 1659 | loss: 0.0311476 | val_loss: 0.0311696 | Time: 1865.52 ms [2021-07-04 13:15:32 main:574] : INFO : Epoch 1660 | loss: 0.0311462 | val_loss: 0.0311649 | Time: 1900.7 ms [2021-07-04 13:15:33 main:574] : INFO : Epoch 1661 | loss: 0.0311434 | val_loss: 0.0311654 | Time: 1839.14 ms [2021-07-04 13:15:35 main:574] : INFO : Epoch 1662 | loss: 0.0311435 | val_loss: 0.0311659 | Time: 1916.92 ms [2021-07-04 13:15:37 main:574] : INFO : Epoch 1663 | loss: 0.0311409 | val_loss: 0.0311654 | Time: 1921.35 ms [2021-07-04 13:15:39 main:574] : INFO : Epoch 1664 | loss: 0.0311401 | val_loss: 0.031165 | Time: 1848.62 ms [2021-07-04 13:15:41 main:574] : INFO : Epoch 1665 | loss: 0.0311387 | val_loss: 0.0311628 | Time: 1868.13 ms [2021-07-04 13:15:43 main:574] : INFO : Epoch 1666 | loss: 0.0311403 | val_loss: 0.0311616 | Time: 1877.26 ms [2021-07-04 13:15:45 main:574] : INFO : Epoch 1667 | loss: 0.0311408 | val_loss: 0.0311632 | Time: 1864.58 ms [2021-07-04 13:15:47 main:574] : INFO : Epoch 1668 | loss: 0.0311389 | val_loss: 0.0311656 | Time: 1870.12 ms [2021-07-04 13:15:48 main:574] : INFO : Epoch 1669 | loss: 0.0311392 | val_loss: 0.0311625 | Time: 1889 ms [2021-07-04 13:15:50 main:574] : INFO : Epoch 1670 | loss: 0.0311392 | val_loss: 0.0311623 | Time: 1909.32 ms [2021-07-04 13:15:52 main:574] : INFO : Epoch 1671 | loss: 0.0311397 | val_loss: 0.0311655 | Time: 1876.73 ms [2021-07-04 13:15:54 main:574] : INFO : Epoch 1672 | loss: 0.0311387 | val_loss: 0.0311627 | Time: 1871.16 ms [2021-07-04 13:15:56 main:574] : INFO : Epoch 1673 | loss: 0.0311421 | val_loss: 0.0311617 | Time: 1841.53 ms [2021-07-04 13:15:58 main:574] : INFO : Epoch 1674 | loss: 0.0311477 | val_loss: 0.0311716 | Time: 1873.12 ms [2021-07-04 13:16:00 main:574] : INFO : Epoch 1675 | loss: 0.0311508 | val_loss: 0.0311607 | Time: 1893.46 ms [2021-07-04 13:16:02 main:574] : INFO : Epoch 1676 | loss: 0.0311444 | val_loss: 0.0311624 | Time: 1873.96 ms [2021-07-04 13:16:04 main:574] : INFO : Epoch 1677 | loss: 0.0311433 | val_loss: 0.0311601 | Time: 1877.54 ms [2021-07-04 13:16:05 main:574] : INFO : Epoch 1678 | loss: 0.0311438 | val_loss: 0.0311628 | Time: 1889.24 ms [2021-07-04 13:16:07 main:574] : INFO : Epoch 1679 | loss: 0.0311448 | val_loss: 0.031163 | Time: 1877.16 ms [2021-07-04 13:16:09 main:574] : INFO : Epoch 1680 | loss: 0.0311416 | val_loss: 0.0311631 | Time: 1878.64 ms [2021-07-04 13:16:11 main:574] : INFO : Epoch 1681 | loss: 0.0311409 | val_loss: 0.0311641 | Time: 1871.78 ms [2021-07-04 13:16:13 main:574] : INFO : Epoch 1682 | loss: 0.0311389 | val_loss: 0.0311627 | Time: 1931.24 ms [2021-07-04 13:16:15 main:574] : INFO : Epoch 1683 | loss: 0.0311425 | val_loss: 0.0311596 | Time: 1828.93 ms [2021-07-04 13:16:17 main:574] : INFO : Epoch 1684 | loss: 0.0311431 | val_loss: 0.0311631 | Time: 1843.37 ms [2021-07-04 13:16:19 main:574] : INFO : Epoch 1685 | loss: 0.0311424 | val_loss: 0.0311622 | Time: 1929.31 ms [2021-07-04 13:16:21 main:574] : INFO : Epoch 1686 | loss: 0.0311447 | val_loss: 0.0311592 | Time: 1891.28 ms [2021-07-04 13:16:22 main:574] : INFO : Epoch 1687 | loss: 0.0311417 | val_loss: 0.0311601 | Time: 1844.94 ms [2021-07-04 13:16:24 main:574] : INFO : Epoch 1688 | loss: 0.0311402 | val_loss: 0.031159 | Time: 1845.21 ms [2021-07-04 13:16:26 main:574] : INFO : Epoch 1689 | loss: 0.0311398 | val_loss: 0.0311589 | Time: 1899.01 ms [2021-07-04 13:16:28 main:574] : INFO : Epoch 1690 | loss: 0.0311384 | val_loss: 0.0311618 | Time: 1889.29 ms [2021-07-04 13:16:30 main:574] : INFO : Epoch 1691 | loss: 0.0311501 | val_loss: 0.0311759 | Time: 1886.42 ms [2021-07-04 13:16:32 main:574] : INFO : Epoch 1692 | loss: 0.0311693 | val_loss: 0.0311794 | Time: 1868.37 ms [2021-07-04 13:16:34 main:574] : INFO : Epoch 1693 | loss: 0.0311805 | val_loss: 0.0311875 | Time: 1841.4 ms [2021-07-04 13:16:36 main:574] : INFO : Epoch 1694 | loss: 0.0311823 | val_loss: 0.0311855 | Time: 1853.6 ms [2021-07-04 13:16:37 main:574] : INFO : Epoch 1695 | loss: 0.0311847 | val_loss: 0.0311874 | Time: 1858.82 ms [2021-07-04 13:16:39 main:574] : INFO : Epoch 1696 | loss: 0.0311891 | val_loss: 0.0311867 | Time: 1872.96 ms [2021-07-04 13:16:41 main:574] : INFO : Epoch 1697 | loss: 0.0311897 | val_loss: 0.0311862 | Time: 1849.57 ms [2021-07-04 13:16:43 main:574] : INFO : Epoch 1698 | loss: 0.0311877 | val_loss: 0.031189 | Time: 1882.8 ms [2021-07-04 13:16:45 main:574] : INFO : Epoch 1699 | loss: 0.0311909 | val_loss: 0.0311918 | Time: 1869.94 ms [2021-07-04 13:16:47 main:574] : INFO : Epoch 1700 | loss: 0.0311943 | val_loss: 0.0311949 | Time: 1889.25 ms [2021-07-04 13:16:49 main:574] : INFO : Epoch 1701 | loss: 0.0311963 | val_loss: 0.0311903 | Time: 1883.04 ms [2021-07-04 13:16:51 main:574] : INFO : Epoch 1702 | loss: 0.0311967 | val_loss: 0.0311899 | Time: 1854.9 ms [2021-07-04 13:16:52 main:574] : INFO : Epoch 1703 | loss: 0.0311997 | val_loss: 0.0311953 | Time: 1856.44 ms [2021-07-04 13:16:54 main:574] : INFO : Epoch 1704 | loss: 0.0311999 | val_loss: 0.0311936 | Time: 1848.81 ms [2021-07-04 13:16:56 main:574] : INFO : Epoch 1705 | loss: 0.0311988 | val_loss: 0.0311907 | Time: 1933.4 ms [2021-07-04 13:16:58 main:574] : INFO : Epoch 1706 | loss: 0.031197 | val_loss: 0.0311922 | Time: 1922.94 ms [2021-07-04 13:17:00 main:574] : INFO : Epoch 1707 | loss: 0.0311962 | val_loss: 0.031192 | Time: 1887.62 ms [2021-07-04 13:17:02 main:574] : INFO : Epoch 1708 | loss: 0.0311964 | val_loss: 0.0311906 | Time: 1905.05 ms [2021-07-04 13:17:04 main:574] : INFO : Epoch 1709 | loss: 0.0311934 | val_loss: 0.0311892 | Time: 1870.18 ms [2021-07-04 13:17:06 main:574] : INFO : Epoch 1710 | loss: 0.0311928 | val_loss: 0.0311885 | Time: 1843.59 ms [2021-07-04 13:17:08 main:574] : INFO : Epoch 1711 | loss: 0.0311907 | val_loss: 0.0311881 | Time: 1834.34 ms [2021-07-04 13:17:09 main:574] : INFO : Epoch 1712 | loss: 0.0311906 | val_loss: 0.0311882 | Time: 1829.77 ms [2021-07-04 13:17:11 main:574] : INFO : Epoch 1713 | loss: 0.031192 | val_loss: 0.0311864 | Time: 1828.61 ms [2021-07-04 13:17:13 main:574] : INFO : Epoch 1714 | loss: 0.0311921 | val_loss: 0.031186 | Time: 1807.83 ms [2021-07-04 13:17:15 main:574] : INFO : Epoch 1715 | loss: 0.0311929 | val_loss: 0.0311892 | Time: 1851.54 ms [2021-07-04 13:17:17 main:574] : INFO : Epoch 1716 | loss: 0.0311921 | val_loss: 0.0311858 | Time: 1878.61 ms [2021-07-04 13:17:19 main:574] : INFO : Epoch 1717 | loss: 0.0311921 | val_loss: 0.0311848 | Time: 1882.69 ms [2021-07-04 13:17:21 main:574] : INFO : Epoch 1718 | loss: 0.0311913 | val_loss: 0.0311862 | Time: 1863.34 ms [2021-07-04 13:17:22 main:574] : INFO : Epoch 1719 | loss: 0.0311908 | val_loss: 0.0311866 | Time: 1861.87 ms [2021-07-04 13:17:24 main:574] : INFO : Epoch 1720 | loss: 0.0311906 | val_loss: 0.0311868 | Time: 1947.57 ms [2021-07-04 13:17:26 main:574] : INFO : Epoch 1721 | loss: 0.0311899 | val_loss: 0.0311849 | Time: 1838.77 ms [2021-07-04 13:17:28 main:574] : INFO : Epoch 1722 | loss: 0.0311907 | val_loss: 0.0311854 | Time: 1859.86 ms [2021-07-04 13:17:30 main:574] : INFO : Epoch 1723 | loss: 0.0311885 | val_loss: 0.0311854 | Time: 1863.85 ms [2021-07-04 13:17:32 main:574] : INFO : Epoch 1724 | loss: 0.0311887 | val_loss: 0.0311874 | Time: 1872.77 ms [2021-07-04 13:17:34 main:574] : INFO : Epoch 1725 | loss: 0.0311873 | val_loss: 0.031187 | Time: 1857.46 ms [2021-07-04 13:17:36 main:574] : INFO : Epoch 1726 | loss: 0.0311877 | val_loss: 0.0311867 | Time: 1867.1 ms [2021-07-04 13:17:37 main:574] : INFO : Epoch 1727 | loss: 0.0311875 | val_loss: 0.0311857 | Time: 1858.39 ms [2021-07-04 13:17:39 main:574] : INFO : Epoch 1728 | loss: 0.0311867 | val_loss: 0.0311845 | Time: 1900.61 ms [2021-07-04 13:17:41 main:574] : INFO : Epoch 1729 | loss: 0.0311864 | val_loss: 0.0311838 | Time: 1871.26 ms [2021-07-04 13:17:43 main:574] : INFO : Epoch 1730 | loss: 0.0311847 | val_loss: 0.0311835 | Time: 1897.8 ms [2021-07-04 13:17:45 main:574] : INFO : Epoch 1731 | loss: 0.0311853 | val_loss: 0.0311838 | Time: 1881.87 ms [2021-07-04 13:17:47 main:574] : INFO : Epoch 1732 | loss: 0.0311851 | val_loss: 0.0311835 | Time: 1883.31 ms [2021-07-04 13:17:49 main:574] : INFO : Epoch 1733 | loss: 0.0311867 | val_loss: 0.031183 | Time: 1819.08 ms [2021-07-04 13:17:51 main:574] : INFO : Epoch 1734 | loss: 0.0311851 | val_loss: 0.0311817 | Time: 1845.02 ms [2021-07-04 13:17:52 main:574] : INFO : Epoch 1735 | loss: 0.0311824 | val_loss: 0.0311827 | Time: 1845.32 ms [2021-07-04 13:17:54 main:574] : INFO : Epoch 1736 | loss: 0.0311811 | val_loss: 0.0311793 | Time: 1863.14 ms [2021-07-04 13:17:56 main:574] : INFO : Epoch 1737 | loss: 0.031181 | val_loss: 0.0311798 | Time: 1863.66 ms [2021-07-04 13:17:58 main:574] : INFO : Epoch 1738 | loss: 0.0311804 | val_loss: 0.0311788 | Time: 1872.78 ms [2021-07-04 13:18:00 main:574] : INFO : Epoch 1739 | loss: 0.0311798 | val_loss: 0.0311784 | Time: 1872.02 ms [2021-07-04 13:18:02 main:574] : INFO : Epoch 1740 | loss: 0.0311784 | val_loss: 0.0311785 | Time: 1880.52 ms [2021-07-04 13:18:04 main:574] : INFO : Epoch 1741 | loss: 0.0311786 | val_loss: 0.0311779 | Time: 1867.77 ms [2021-07-04 13:18:06 main:574] : INFO : Epoch 1742 | loss: 0.0311781 | val_loss: 0.0311783 | Time: 1871.27 ms [2021-07-04 13:18:07 main:574] : INFO : Epoch 1743 | loss: 0.0311815 | val_loss: 0.0311785 | Time: 1866.03 ms [2021-07-04 13:18:09 main:574] : INFO : Epoch 1744 | loss: 0.0311784 | val_loss: 0.0311808 | Time: 1892.41 ms [2021-07-04 13:18:11 main:574] : INFO : Epoch 1745 | loss: 0.0311776 | val_loss: 0.0311783 | Time: 1918.15 ms [2021-07-04 13:18:13 main:574] : INFO : Epoch 1746 | loss: 0.0311777 | val_loss: 0.0311787 | Time: 1860.2 ms [2021-07-04 13:18:15 main:574] : INFO : Epoch 1747 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 1769.9 ms [2021-07-04 13:18:17 main:574] : INFO : Epoch 1748 | loss: 0.0311771 | val_loss: 0.0311778 | Time: 1753.64 ms [2021-07-04 13:18:18 main:574] : INFO : Epoch 1749 | loss: 0.0311777 | val_loss: 0.0311782 | Time: 1755.41 ms [2021-07-04 13:18:20 main:574] : INFO : Epoch 1750 | loss: 0.0311783 | val_loss: 0.0311778 | Time: 1773.33 ms [2021-07-04 13:18:22 main:574] : INFO : Epoch 1751 | loss: 0.0311814 | val_loss: 0.0311799 | Time: 1751.16 ms [2021-07-04 13:18:24 main:574] : INFO : Epoch 1752 | loss: 0.0311794 | val_loss: 0.0311795 | Time: 1739.79 ms [2021-07-04 13:18:26 main:574] : INFO : Epoch 1753 | loss: 0.0311773 | val_loss: 0.0311784 | Time: 1747.82 ms [2021-07-04 13:18:27 main:574] : INFO : Epoch 1754 | loss: 0.0311761 | val_loss: 0.0311777 | Time: 1730.64 ms [2021-07-04 13:18:29 main:574] : INFO : Epoch 1755 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 1765.23 ms [2021-07-04 13:18:31 main:574] : INFO : Epoch 1756 | loss: 0.0311792 | val_loss: 0.0311788 | Time: 1755.78 ms [2021-07-04 13:18:33 main:574] : INFO : Epoch 1757 | loss: 0.0311785 | val_loss: 0.0311772 | Time: 1780.54 ms [2021-07-04 13:18:34 main:574] : INFO : Epoch 1758 | loss: 0.0311769 | val_loss: 0.0311797 | Time: 1852 ms [2021-07-04 13:18:36 main:574] : INFO : Epoch 1759 | loss: 0.0311772 | val_loss: 0.0311785 | Time: 1925.85 ms [2021-07-04 13:18:38 main:574] : INFO : Epoch 1760 | loss: 0.0311783 | val_loss: 0.0311807 | Time: 1824.37 ms [2021-07-04 13:18:40 main:574] : INFO : Epoch 1761 | loss: 0.0311835 | val_loss: 0.0311834 | Time: 1850.27 ms [2021-07-04 13:18:42 main:574] : INFO : Epoch 1762 | loss: 0.0311835 | val_loss: 0.031182 | Time: 1895.05 ms [2021-07-04 13:18:44 main:574] : INFO : Epoch 1763 | loss: 0.0311818 | val_loss: 0.0311806 | Time: 1848.34 ms [2021-07-04 13:18:46 main:574] : INFO : Epoch 1764 | loss: 0.0311796 | val_loss: 0.0311812 | Time: 1836.92 ms [2021-07-04 13:18:48 main:574] : INFO : Epoch 1765 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 1861.48 ms [2021-07-04 13:18:49 main:574] : INFO : Epoch 1766 | loss: 0.0311789 | val_loss: 0.0311829 | Time: 1935.13 ms [2021-07-04 13:18:51 main:574] : INFO : Epoch 1767 | loss: 0.0311812 | val_loss: 0.0311819 | Time: 1838.32 ms [2021-07-04 13:18:53 main:574] : INFO : Epoch 1768 | loss: 0.0311815 | val_loss: 0.0311821 | Time: 1826.4 ms [2021-07-04 13:18:55 main:574] : INFO : Epoch 1769 | loss: 0.0311813 | val_loss: 0.0311889 | Time: 1852.86 ms [2021-07-04 13:18:57 main:574] : INFO : Epoch 1770 | loss: 0.031181 | val_loss: 0.0311808 | Time: 1859.16 ms [2021-07-04 13:18:59 main:574] : INFO : Epoch 1771 | loss: 0.0311779 | val_loss: 0.0311797 | Time: 1915.22 ms [2021-07-04 13:19:01 main:574] : INFO : Epoch 1772 | loss: 0.0311786 | val_loss: 0.0311796 | Time: 1865.89 ms [2021-07-04 13:19:03 main:574] : INFO : Epoch 1773 | loss: 0.03118 | val_loss: 0.0311837 | Time: 1836.11 ms [2021-07-04 13:19:04 main:574] : INFO : Epoch 1774 | loss: 0.03118 | val_loss: 0.0311817 | Time: 1844.95 ms [2021-07-04 13:19:06 main:574] : INFO : Epoch 1775 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 1827.43 ms [2021-07-04 13:19:08 main:574] : INFO : Epoch 1776 | loss: 0.0311822 | val_loss: 0.0311845 | Time: 1896.73 ms [2021-07-04 13:19:10 main:574] : INFO : Epoch 1777 | loss: 0.0311843 | val_loss: 0.0311878 | Time: 1892.5 ms [2021-07-04 13:19:12 main:574] : INFO : Epoch 1778 | loss: 0.0311847 | val_loss: 0.0311819 | Time: 1865.8 ms [2021-07-04 13:19:14 main:574] : INFO : Epoch 1779 | loss: 0.0311816 | val_loss: 0.0311838 | Time: 1884.9 ms [2021-07-04 13:19:16 main:574] : INFO : Epoch 1780 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 1921.82 ms [2021-07-04 13:19:18 main:574] : INFO : Epoch 1781 | loss: 0.0311825 | val_loss: 0.0311796 | Time: 1848.23 ms [2021-07-04 13:19:19 main:574] : INFO : Epoch 1782 | loss: 0.0311847 | val_loss: 0.0311835 | Time: 1860.6 ms [2021-07-04 13:19:21 main:574] : INFO : Epoch 1783 | loss: 0.0311852 | val_loss: 0.0311817 | Time: 1869.79 ms [2021-07-04 13:19:23 main:574] : INFO : Epoch 1784 | loss: 0.0311816 | val_loss: 0.0311828 | Time: 1865.97 ms [2021-07-04 13:19:25 main:574] : INFO : Epoch 1785 | loss: 0.0311822 | val_loss: 0.0311898 | Time: 1879.02 ms [2021-07-04 13:19:27 main:574] : INFO : Epoch 1786 | loss: 0.0311862 | val_loss: 0.031184 | Time: 1893.46 ms [2021-07-04 13:19:29 main:574] : INFO : Epoch 1787 | loss: 0.0311805 | val_loss: 0.031181 | Time: 1854.17 ms [2021-07-04 13:19:31 main:574] : INFO : Epoch 1788 | loss: 0.0311782 | val_loss: 0.0311795 | Time: 1882.78 ms [2021-07-04 13:19:33 main:574] : INFO : Epoch 1789 | loss: 0.0311782 | val_loss: 0.0311803 | Time: 1858.39 ms [2021-07-04 13:19:35 main:574] : INFO : Epoch 1790 | loss: 0.0311771 | val_loss: 0.0311793 | Time: 1932.73 ms [2021-07-04 13:19:36 main:574] : INFO : Epoch 1791 | loss: 0.0311773 | val_loss: 0.0311788 | Time: 1923.03 ms [2021-07-04 13:19:38 main:574] : INFO : Epoch 1792 | loss: 0.0311773 | val_loss: 0.031178 | Time: 1946.71 ms [2021-07-04 13:19:40 main:574] : INFO : Epoch 1793 | loss: 0.0311765 | val_loss: 0.0311781 | Time: 1870.26 ms [2021-07-04 13:19:42 main:574] : INFO : Epoch 1794 | loss: 0.0311755 | val_loss: 0.0311766 | Time: 1886.71 ms [2021-07-04 13:19:44 main:574] : INFO : Epoch 1795 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 1858.56 ms [2021-07-04 13:19:46 main:574] : INFO : Epoch 1796 | loss: 0.0311774 | val_loss: 0.0311753 | Time: 1910.37 ms [2021-07-04 13:19:48 main:574] : INFO : Epoch 1797 | loss: 0.031178 | val_loss: 0.0311776 | Time: 1845.58 ms [2021-07-04 13:19:50 main:574] : INFO : Epoch 1798 | loss: 0.0311771 | val_loss: 0.0311767 | Time: 1880.59 ms [2021-07-04 13:19:52 main:574] : INFO : Epoch 1799 | loss: 0.0311762 | val_loss: 0.031177 | Time: 1871.04 ms [2021-07-04 13:19:54 main:574] : INFO : Epoch 1800 | loss: 0.0311753 | val_loss: 0.031174 | Time: 1902.94 ms [2021-07-04 13:19:55 main:574] : INFO : Epoch 1801 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 1855.26 ms [2021-07-04 13:19:57 main:574] : INFO : Epoch 1802 | loss: 0.0311794 | val_loss: 0.0311796 | Time: 1905.89 ms [2021-07-04 13:19:59 main:574] : INFO : Epoch 1803 | loss: 0.0311808 | val_loss: 0.0311834 | Time: 1887.27 ms [2021-07-04 13:20:01 main:574] : INFO : Epoch 1804 | loss: 0.0311795 | val_loss: 0.031176 | Time: 1889.19 ms [2021-07-04 13:20:03 main:574] : INFO : Epoch 1805 | loss: 0.0311793 | val_loss: 0.0311748 | Time: 1887.8 ms [2021-07-04 13:20:05 main:574] : INFO : Epoch 1806 | loss: 0.0311773 | val_loss: 0.031176 | Time: 1869.95 ms [2021-07-04 13:20:07 main:574] : INFO : Epoch 1807 | loss: 0.031177 | val_loss: 0.0311785 | Time: 1845.09 ms [2021-07-04 13:20:09 main:574] : INFO : Epoch 1808 | loss: 0.0311789 | val_loss: 0.0311753 | Time: 1889.17 ms [2021-07-04 13:20:11 main:574] : INFO : Epoch 1809 | loss: 0.0311771 | val_loss: 0.0311765 | Time: 1905.71 ms [2021-07-04 13:20:12 main:574] : INFO : Epoch 1810 | loss: 0.0311778 | val_loss: 0.0311799 | Time: 1858.49 ms [2021-07-04 13:20:14 main:574] : INFO : Epoch 1811 | loss: 0.0311761 | val_loss: 0.0311748 | Time: 1897.29 ms [2021-07-04 13:20:16 main:574] : INFO : Epoch 1812 | loss: 0.0311743 | val_loss: 0.0311742 | Time: 1900.18 ms [2021-07-04 13:20:18 main:574] : INFO : Epoch 1813 | loss: 0.0311732 | val_loss: 0.0311754 | Time: 1924.12 ms [2021-07-04 13:20:20 main:574] : INFO : Epoch 1814 | loss: 0.0311728 | val_loss: 0.0311771 | Time: 1909.94 ms [2021-07-04 13:20:22 main:574] : INFO : Epoch 1815 | loss: 0.0311732 | val_loss: 0.0311762 | Time: 1874.78 ms [2021-07-04 13:20:24 main:574] : INFO : Epoch 1816 | loss: 0.0311716 | val_loss: 0.031177 | Time: 1896.96 ms [2021-07-04 13:20:26 main:574] : INFO : Epoch 1817 | loss: 0.0311718 | val_loss: 0.0311768 | Time: 1810.48 ms [2021-07-04 13:20:28 main:574] : INFO : Epoch 1818 | loss: 0.0311739 | val_loss: 0.0311772 | Time: 1874.38 ms [2021-07-04 13:20:29 main:574] : INFO : Epoch 1819 | loss: 0.0311742 | val_loss: 0.0311784 | Time: 1883.08 ms [2021-07-04 13:20:31 main:574] : INFO : Epoch 1820 | loss: 0.0311732 | val_loss: 0.0311738 | Time: 1906.99 ms [2021-07-04 13:20:33 main:574] : INFO : Epoch 1821 | loss: 0.0311712 | val_loss: 0.0311772 | Time: 1876.7 ms [2021-07-04 13:20:35 main:574] : INFO : Epoch 1822 | loss: 0.031171 | val_loss: 0.0311731 | Time: 1853.72 ms [2021-07-04 13:20:37 main:574] : INFO : Epoch 1823 | loss: 0.031173 | val_loss: 0.0311766 | Time: 1936.82 ms [2021-07-04 13:20:39 main:574] : INFO : Epoch 1824 | loss: 0.0311704 | val_loss: 0.0311754 | Time: 1842.37 ms [2021-07-04 13:20:41 main:574] : INFO : Epoch 1825 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 1881.28 ms [2021-07-04 13:20:43 main:574] : INFO : Epoch 1826 | loss: 0.0311731 | val_loss: 0.0311782 | Time: 1886.47 ms [2021-07-04 13:20:45 main:574] : INFO : Epoch 1827 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 1880.9 ms [2021-07-04 13:20:46 main:574] : INFO : Epoch 1828 | loss: 0.0311698 | val_loss: 0.031175 | Time: 1879.18 ms [2021-07-04 13:20:48 main:574] : INFO : Epoch 1829 | loss: 0.0311701 | val_loss: 0.0311734 | Time: 1882.13 ms [2021-07-04 13:20:50 main:574] : INFO : Epoch 1830 | loss: 0.0311706 | val_loss: 0.0311738 | Time: 1920.39 ms [2021-07-04 13:20:52 main:574] : INFO : Epoch 1831 | loss: 0.0311709 | val_loss: 0.0311741 | Time: 1915.78 ms [2021-07-04 13:20:54 main:574] : INFO : Epoch 1832 | loss: 0.0311697 | val_loss: 0.0311748 | Time: 1877.63 ms [2021-07-04 13:20:56 main:574] : INFO : Epoch 1833 | loss: 0.0311699 | val_loss: 0.0311779 | Time: 1874.95 ms [2021-07-04 13:20:58 main:574] : INFO : Epoch 1834 | loss: 0.031169 | val_loss: 0.0311757 | Time: 1940.39 ms [2021-07-04 13:21:00 main:574] : INFO : Epoch 1835 | loss: 0.0311682 | val_loss: 0.0311754 | Time: 1917.02 ms [2021-07-04 13:21:02 main:574] : INFO : Epoch 1836 | loss: 0.031169 | val_loss: 0.0311749 | Time: 1890.97 ms [2021-07-04 13:21:04 main:574] : INFO : Epoch 1837 | loss: 0.0311704 | val_loss: 0.0311751 | Time: 1890.5 ms [2021-07-04 13:21:05 main:574] : INFO : Epoch 1838 | loss: 0.0311692 | val_loss: 0.0311726 | Time: 1768.02 ms [2021-07-04 13:21:07 main:574] : INFO : Epoch 1839 | loss: 0.0311689 | val_loss: 0.0311716 | Time: 1747.8 ms [2021-07-04 13:21:09 main:574] : INFO : Epoch 1840 | loss: 0.0311678 | val_loss: 0.0311742 | Time: 1798.35 ms [2021-07-04 13:21:11 main:574] : INFO : Epoch 1841 | loss: 0.0311679 | val_loss: 0.0311734 | Time: 1866.48 ms [2021-07-04 13:21:13 main:574] : INFO : Epoch 1842 | loss: 0.0311678 | val_loss: 0.031172 | Time: 1852.89 ms [2021-07-04 13:21:15 main:574] : INFO : Epoch 1843 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 1841.02 ms [2021-07-04 13:21:16 main:574] : INFO : Epoch 1844 | loss: 0.0311675 | val_loss: 0.0311723 | Time: 1907.09 ms [2021-07-04 13:21:18 main:574] : INFO : Epoch 1845 | loss: 0.0311666 | val_loss: 0.031174 | Time: 1905.02 ms [2021-07-04 13:21:20 main:574] : INFO : Epoch 1846 | loss: 0.0311658 | val_loss: 0.0311718 | Time: 1863.09 ms [2021-07-04 13:21:22 main:574] : INFO : Epoch 1847 | loss: 0.0311645 | val_loss: 0.0311714 | Time: 1868.43 ms [2021-07-04 13:21:24 main:574] : INFO : Epoch 1848 | loss: 0.0311647 | val_loss: 0.0311737 | Time: 1868.91 ms [2021-07-04 13:21:26 main:574] : INFO : Epoch 1849 | loss: 0.031165 | val_loss: 0.031174 | Time: 1790.24 ms [2021-07-04 13:21:28 main:574] : INFO : Epoch 1850 | loss: 0.0311658 | val_loss: 0.031173 | Time: 1858.83 ms [2021-07-04 13:21:30 main:574] : INFO : Epoch 1851 | loss: 0.0311676 | val_loss: 0.0311722 | Time: 1866.91 ms [2021-07-04 13:21:31 main:574] : INFO : Epoch 1852 | loss: 0.0311696 | val_loss: 0.0311731 | Time: 1888.43 ms [2021-07-04 13:21:33 main:574] : INFO : Epoch 1853 | loss: 0.0311711 | val_loss: 0.0311724 | Time: 1919.15 ms [2021-07-04 13:21:35 main:574] : INFO : Epoch 1854 | loss: 0.0311704 | val_loss: 0.0311733 | Time: 1841.01 ms [2021-07-04 13:21:37 main:574] : INFO : Epoch 1855 | loss: 0.0311694 | val_loss: 0.0311735 | Time: 1886.01 ms [2021-07-04 13:21:39 main:574] : INFO : Epoch 1856 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 1912.08 ms [2021-07-04 13:21:41 main:574] : INFO : Epoch 1857 | loss: 0.0311696 | val_loss: 0.0311731 | Time: 1885.03 ms [2021-07-04 13:21:43 main:574] : INFO : Epoch 1858 | loss: 0.0311675 | val_loss: 0.0311729 | Time: 1855.37 ms [2021-07-04 13:21:45 main:574] : INFO : Epoch 1859 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 1884.77 ms [2021-07-04 13:21:47 main:574] : INFO : Epoch 1860 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 1899.73 ms [2021-07-04 13:21:48 main:574] : INFO : Epoch 1861 | loss: 0.0311673 | val_loss: 0.0311714 | Time: 1864.23 ms [2021-07-04 13:21:50 main:574] : INFO : Epoch 1862 | loss: 0.0311651 | val_loss: 0.0311723 | Time: 1894.68 ms [2021-07-04 13:21:52 main:574] : INFO : Epoch 1863 | loss: 0.0311657 | val_loss: 0.0311719 | Time: 1869.49 ms [2021-07-04 13:21:54 main:574] : INFO : Epoch 1864 | loss: 0.0311657 | val_loss: 0.0311743 | Time: 1854.22 ms [2021-07-04 13:21:56 main:574] : INFO : Epoch 1865 | loss: 0.0311667 | val_loss: 0.0311709 | Time: 1915.49 ms [2021-07-04 13:21:58 main:574] : INFO : Epoch 1866 | loss: 0.0311671 | val_loss: 0.0311766 | Time: 1870.2 ms [2021-07-04 13:22:00 main:574] : INFO : Epoch 1867 | loss: 0.0311697 | val_loss: 0.0311737 | Time: 1918.55 ms [2021-07-04 13:22:02 main:574] : INFO : Epoch 1868 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 1835.3 ms [2021-07-04 13:22:04 main:574] : INFO : Epoch 1869 | loss: 0.0311679 | val_loss: 0.0311755 | Time: 1866.1 ms [2021-07-04 13:22:05 main:574] : INFO : Epoch 1870 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 1886.78 ms [2021-07-04 13:22:07 main:574] : INFO : Epoch 1871 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 1865.06 ms [2021-07-04 13:22:09 main:574] : INFO : Epoch 1872 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 1882.09 ms [2021-07-04 13:22:11 main:574] : INFO : Epoch 1873 | loss: 0.0311671 | val_loss: 0.0311805 | Time: 1853.96 ms [2021-07-04 13:22:13 main:574] : INFO : Epoch 1874 | loss: 0.0311678 | val_loss: 0.031179 | Time: 1862.89 ms [2021-07-04 13:22:15 main:574] : INFO : Epoch 1875 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 1895.28 ms [2021-07-04 13:22:17 main:574] : INFO : Epoch 1876 | loss: 0.0311655 | val_loss: 0.0311727 | Time: 1883.33 ms [2021-07-04 13:22:19 main:574] : INFO : Epoch 1877 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 1855.59 ms [2021-07-04 13:22:20 main:574] : INFO : Epoch 1878 | loss: 0.0311656 | val_loss: 0.0311744 | Time: 1845.3 ms [2021-07-04 13:22:22 main:574] : INFO : Epoch 1879 | loss: 0.0311663 | val_loss: 0.031175 | Time: 1841.04 ms [2021-07-04 13:22:24 main:574] : INFO : Epoch 1880 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 1850.79 ms [2021-07-04 13:22:26 main:574] : INFO : Epoch 1881 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 1845.57 ms [2021-07-04 13:22:28 main:574] : INFO : Epoch 1882 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 1884.9 ms [2021-07-04 13:22:30 main:574] : INFO : Epoch 1883 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 1887.99 ms [2021-07-04 13:22:32 main:574] : INFO : Epoch 1884 | loss: 0.0311653 | val_loss: 0.0311756 | Time: 1870.24 ms [2021-07-04 13:22:33 main:574] : INFO : Epoch 1885 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 1852.01 ms [2021-07-04 13:22:35 main:574] : INFO : Epoch 1886 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 1836.42 ms [2021-07-04 13:22:37 main:574] : INFO : Epoch 1887 | loss: 0.0311664 | val_loss: 0.031173 | Time: 1865.93 ms [2021-07-04 13:22:39 main:574] : INFO : Epoch 1888 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 1759.09 ms [2021-07-04 13:22:41 main:574] : INFO : Epoch 1889 | loss: 0.0311679 | val_loss: 0.0311782 | Time: 1770.67 ms [2021-07-04 13:22:42 main:574] : INFO : Epoch 1890 | loss: 0.0311696 | val_loss: 0.0311774 | Time: 1717.19 ms [2021-07-04 13:22:44 main:574] : INFO : Epoch 1891 | loss: 0.0311684 | val_loss: 0.031179 | Time: 1787.55 ms [2021-07-04 13:22:46 main:574] : INFO : Epoch 1892 | loss: 0.0311668 | val_loss: 0.0311767 | Time: 1843.95 ms [2021-07-04 13:22:48 main:574] : INFO : Epoch 1893 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 1858.3 ms [2021-07-04 13:22:50 main:574] : INFO : Epoch 1894 | loss: 0.03117 | val_loss: 0.0311764 | Time: 1868.63 ms [2021-07-04 13:22:52 main:574] : INFO : Epoch 1895 | loss: 0.0311725 | val_loss: 0.0311783 | Time: 1856.81 ms [2021-07-04 13:22:54 main:574] : INFO : Epoch 1896 | loss: 0.0311731 | val_loss: 0.0311775 | Time: 1855.25 ms [2021-07-04 13:22:55 main:574] : INFO : Epoch 1897 | loss: 0.0311713 | val_loss: 0.0311781 | Time: 1839.05 ms [2021-07-04 13:22:57 main:574] : INFO : Epoch 1898 | loss: 0.0311707 | val_loss: 0.0311807 | Time: 1849.93 ms [2021-07-04 13:22:59 main:574] : INFO : Epoch 1899 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 1868.6 ms [2021-07-04 13:23:01 main:574] : INFO : Epoch 1900 | loss: 0.0311794 | val_loss: 0.0311771 | Time: 1802.7 ms [2021-07-04 13:23:03 main:574] : INFO : Epoch 1901 | loss: 0.0311858 | val_loss: 0.0311852 | Time: 1824.72 ms [2021-07-04 13:23:05 main:574] : INFO : Epoch 1902 | loss: 0.031204 | val_loss: 0.0312151 | Time: 1849.24 ms [2021-07-04 13:23:07 main:574] : INFO : Epoch 1903 | loss: 0.0312266 | val_loss: 0.0312253 | Time: 1818.76 ms [2021-07-04 13:23:08 main:574] : INFO : Epoch 1904 | loss: 0.0312233 | val_loss: 0.031219 | Time: 1780.24 ms [2021-07-04 13:23:10 main:574] : INFO : Epoch 1905 | loss: 0.0312191 | val_loss: 0.0312151 | Time: 1845.22 ms [2021-07-04 13:23:12 main:574] : INFO : Epoch 1906 | loss: 0.0312173 | val_loss: 0.0312144 | Time: 1858.41 ms [2021-07-04 13:23:14 main:574] : INFO : Epoch 1907 | loss: 0.0312168 | val_loss: 0.0312121 | Time: 1799.49 ms [2021-07-04 13:23:16 main:574] : INFO : Epoch 1908 | loss: 0.0312159 | val_loss: 0.0312123 | Time: 1820.08 ms [2021-07-04 13:23:18 main:574] : INFO : Epoch 1909 | loss: 0.0312164 | val_loss: 0.0312108 | Time: 1847.39 ms [2021-07-04 13:23:19 main:574] : INFO : Epoch 1910 | loss: 0.0312147 | val_loss: 0.031212 | Time: 1795.58 ms [2021-07-04 13:23:21 main:574] : INFO : Epoch 1911 | loss: 0.0312145 | val_loss: 0.0312113 | Time: 1838.9 ms [2021-07-04 13:23:23 main:574] : INFO : Epoch 1912 | loss: 0.0312135 | val_loss: 0.0312097 | Time: 1800.24 ms [2021-07-04 13:23:25 main:574] : INFO : Epoch 1913 | loss: 0.0312137 | val_loss: 0.0312089 | Time: 1752.96 ms [2021-07-04 13:23:27 main:574] : INFO : Epoch 1914 | loss: 0.0312126 | val_loss: 0.0312095 | Time: 1772.36 ms [2021-07-04 13:23:28 main:574] : INFO : Epoch 1915 | loss: 0.0312112 | val_loss: 0.031208 | Time: 1791.2 ms [2021-07-04 13:23:30 main:574] : INFO : Epoch 1916 | loss: 0.0312105 | val_loss: 0.0312095 | Time: 1781.73 ms [2021-07-04 13:23:32 main:574] : INFO : Epoch 1917 | loss: 0.0312112 | val_loss: 0.031207 | Time: 1857.41 ms [2021-07-04 13:23:34 main:574] : INFO : Epoch 1918 | loss: 0.03121 | val_loss: 0.0312058 | Time: 1786.64 ms [2021-07-04 13:23:36 main:574] : INFO : Epoch 1919 | loss: 0.0312096 | val_loss: 0.0312082 | Time: 1821.68 ms [2021-07-04 13:23:37 main:574] : INFO : Epoch 1920 | loss: 0.0312089 | val_loss: 0.0312054 | Time: 1847.49 ms [2021-07-04 13:23:39 main:574] : INFO : Epoch 1921 | loss: 0.0312078 | val_loss: 0.0312106 | Time: 1784.06 ms [2021-07-04 13:23:41 main:574] : INFO : Epoch 1922 | loss: 0.0312086 | val_loss: 0.0312043 | Time: 1802.71 ms [2021-07-04 13:23:43 main:574] : INFO : Epoch 1923 | loss: 0.0312065 | val_loss: 0.0312046 | Time: 1774.31 ms [2021-07-04 13:23:45 main:574] : INFO : Epoch 1924 | loss: 0.0312064 | val_loss: 0.031201 | Time: 1768.14 ms [2021-07-04 13:23:46 main:574] : INFO : Epoch 1925 | loss: 0.0312029 | val_loss: 0.0312002 | Time: 1792.04 ms [2021-07-04 13:23:48 main:574] : INFO : Epoch 1926 | loss: 0.0312022 | val_loss: 0.0311994 | Time: 1797.94 ms [2021-07-04 13:23:50 main:574] : INFO : Epoch 1927 | loss: 0.0312016 | val_loss: 0.0312018 | Time: 1764.39 ms [2021-07-04 13:23:52 main:574] : INFO : Epoch 1928 | loss: 0.0312002 | val_loss: 0.0312014 | Time: 1761.99 ms [2021-07-04 13:23:54 main:574] : INFO : Epoch 1929 | loss: 0.0311981 | val_loss: 0.0311975 | Time: 1816.67 ms [2021-07-04 13:23:55 main:574] : INFO : Epoch 1930 | loss: 0.0311985 | val_loss: 0.0311959 | Time: 1743.44 ms [2021-07-04 13:23:57 main:574] : INFO : Epoch 1931 | loss: 0.031197 | val_loss: 0.0311959 | Time: 1804.77 ms [2021-07-04 13:23:59 main:574] : INFO : Epoch 1932 | loss: 0.0311968 | val_loss: 0.0311973 | Time: 1777.82 ms [2021-07-04 13:24:01 main:574] : INFO : Epoch 1933 | loss: 0.0311959 | val_loss: 0.0311941 | Time: 1796.66 ms [2021-07-04 13:24:02 main:574] : INFO : Epoch 1934 | loss: 0.0311952 | val_loss: 0.0311941 | Time: 1797.75 ms [2021-07-04 13:24:04 main:574] : INFO : Epoch 1935 | loss: 0.0311976 | val_loss: 0.031197 | Time: 1825.62 ms [2021-07-04 13:24:06 main:574] : INFO : Epoch 1936 | loss: 0.0311982 | val_loss: 0.0311961 | Time: 1769.76 ms [2021-07-04 13:24:08 main:574] : INFO : Epoch 1937 | loss: 0.0311963 | val_loss: 0.0311966 | Time: 1814.98 ms [2021-07-04 13:24:10 main:574] : INFO : Epoch 1938 | loss: 0.0311962 | val_loss: 0.0311988 | Time: 1786.42 ms [2021-07-04 13:24:12 main:574] : INFO : Epoch 1939 | loss: 0.0311965 | val_loss: 0.0311979 | Time: 1832.44 ms [2021-07-04 13:24:13 main:574] : INFO : Epoch 1940 | loss: 0.0311967 | val_loss: 0.0312008 | Time: 1825.71 ms [2021-07-04 13:24:15 main:574] : INFO : Epoch 1941 | loss: 0.0311955 | val_loss: 0.0311982 | Time: 1810.86 ms [2021-07-04 13:24:17 main:574] : INFO : Epoch 1942 | loss: 0.0311939 | val_loss: 0.0311969 | Time: 1859.16 ms [2021-07-04 13:24:19 main:574] : INFO : Epoch 1943 | loss: 0.0311935 | val_loss: 0.0311959 | Time: 1838.69 ms [2021-07-04 13:24:21 main:574] : INFO : Epoch 1944 | loss: 0.0311935 | val_loss: 0.0311974 | Time: 1758.28 ms [2021-07-04 13:24:23 main:574] : INFO : Epoch 1945 | loss: 0.0311935 | val_loss: 0.031199 | Time: 1774.04 ms [2021-07-04 13:24:24 main:574] : INFO : Epoch 1946 | loss: 0.0311929 | val_loss: 0.0311958 | Time: 1756.87 ms [2021-07-04 13:24:26 main:574] : INFO : Epoch 1947 | loss: 0.0311935 | val_loss: 0.0312042 | Time: 1780.08 ms [2021-07-04 13:24:28 main:574] : INFO : Epoch 1948 | loss: 0.0311957 | val_loss: 0.0311973 | Time: 1793.25 ms [2021-07-04 13:24:30 main:574] : INFO : Epoch 1949 | loss: 0.0311924 | val_loss: 0.0311953 | Time: 1774.01 ms [2021-07-04 13:24:31 main:574] : INFO : Epoch 1950 | loss: 0.0311914 | val_loss: 0.0311955 | Time: 1837.17 ms [2021-07-04 13:24:33 main:574] : INFO : Epoch 1951 | loss: 0.0311915 | val_loss: 0.0311957 | Time: 1800.64 ms [2021-07-04 13:24:35 main:574] : INFO : Epoch 1952 | loss: 0.0311915 | val_loss: 0.0311972 | Time: 1828.23 ms [2021-07-04 13:24:37 main:574] : INFO : Epoch 1953 | loss: 0.0311922 | val_loss: 0.0311963 | Time: 1836.92 ms [2021-07-04 13:24:39 main:574] : INFO : Epoch 1954 | loss: 0.0311922 | val_loss: 0.0311959 | Time: 1802.73 ms [2021-07-04 13:24:41 main:574] : INFO : Epoch 1955 | loss: 0.0311907 | val_loss: 0.0311947 | Time: 1785.49 ms [2021-07-04 13:24:42 main:574] : INFO : Epoch 1956 | loss: 0.0311905 | val_loss: 0.0311966 | Time: 1760.69 ms [2021-07-04 13:24:44 main:574] : INFO : Epoch 1957 | loss: 0.0311897 | val_loss: 0.0311977 | Time: 1753.97 ms [2021-07-04 13:24:46 main:574] : INFO : Epoch 1958 | loss: 0.0311904 | val_loss: 0.0311955 | Time: 1759.39 ms [2021-07-04 13:24:48 main:574] : INFO : Epoch 1959 | loss: 0.0311897 | val_loss: 0.0311944 | Time: 1699 ms [2021-07-04 13:24:49 main:574] : INFO : Epoch 1960 | loss: 0.0311897 | val_loss: 0.0311956 | Time: 1763.02 ms [2021-07-04 13:24:51 main:574] : INFO : Epoch 1961 | loss: 0.0311894 | val_loss: 0.0311953 | Time: 1746.01 ms [2021-07-04 13:24:53 main:574] : INFO : Epoch 1962 | loss: 0.031189 | val_loss: 0.0311965 | Time: 1736.07 ms [2021-07-04 13:24:55 main:574] : INFO : Epoch 1963 | loss: 0.0311888 | val_loss: 0.031198 | Time: 1728.55 ms [2021-07-04 13:24:56 main:574] : INFO : Epoch 1964 | loss: 0.0311902 | val_loss: 0.0311964 | Time: 1766.87 ms [2021-07-04 13:24:58 main:574] : INFO : Epoch 1965 | loss: 0.0311904 | val_loss: 0.0311968 | Time: 1768.45 ms [2021-07-04 13:25:00 main:574] : INFO : Epoch 1966 | loss: 0.0311892 | val_loss: 0.0311956 | Time: 1771.21 ms [2021-07-04 13:25:02 main:574] : INFO : Epoch 1967 | loss: 0.0311903 | val_loss: 0.0311964 | Time: 1830.41 ms [2021-07-04 13:25:04 main:574] : INFO : Epoch 1968 | loss: 0.0311909 | val_loss: 0.0311959 | Time: 1862.73 ms [2021-07-04 13:25:05 main:574] : INFO : Epoch 1969 | loss: 0.0311886 | val_loss: 0.031196 | Time: 1782.54 ms [2021-07-04 13:25:07 main:574] : INFO : Epoch 1970 | loss: 0.0311878 | val_loss: 0.0311951 | Time: 1791.27 ms [2021-07-04 13:25:09 main:574] : INFO : Epoch 1971 | loss: 0.0311879 | val_loss: 0.0311947 | Time: 1812.23 ms [2021-07-04 13:25:11 main:574] : INFO : Epoch 1972 | loss: 0.0311883 | val_loss: 0.0311964 | Time: 1789.18 ms [2021-07-04 13:25:13 main:574] : INFO : Epoch 1973 | loss: 0.0311889 | val_loss: 0.0311962 | Time: 1745.7 ms [2021-07-04 13:25:14 main:574] : INFO : Epoch 1974 | loss: 0.0311885 | val_loss: 0.0311951 | Time: 1765.28 ms [2021-07-04 13:25:16 main:574] : INFO : Epoch 1975 | loss: 0.0311882 | val_loss: 0.0311945 | Time: 1774.18 ms [2021-07-04 13:25:18 main:574] : INFO : Epoch 1976 | loss: 0.0311879 | val_loss: 0.031198 | Time: 1761.33 ms [2021-07-04 13:25:20 main:574] : INFO : Epoch 1977 | loss: 0.031189 | val_loss: 0.0311965 | Time: 1785.88 ms [2021-07-04 13:25:22 main:574] : INFO : Epoch 1978 | loss: 0.0311873 | val_loss: 0.0311946 | Time: 1783.12 ms [2021-07-04 13:25:23 main:574] : INFO : Epoch 1979 | loss: 0.0311873 | val_loss: 0.0311949 | Time: 1808.76 ms [2021-07-04 13:25:25 main:574] : INFO : Epoch 1980 | loss: 0.0311873 | val_loss: 0.0311969 | Time: 1874.98 ms [2021-07-04 13:25:27 main:574] : INFO : Epoch 1981 | loss: 0.0311876 | val_loss: 0.0311957 | Time: 1792.01 ms [2021-07-04 13:25:29 main:574] : INFO : Epoch 1982 | loss: 0.031188 | val_loss: 0.031197 | Time: 1742.43 ms [2021-07-04 13:25:31 main:574] : INFO : Epoch 1983 | loss: 0.0311901 | val_loss: 0.0311951 | Time: 1781.97 ms [2021-07-04 13:25:32 main:574] : INFO : Epoch 1984 | loss: 0.0311868 | val_loss: 0.0311971 | Time: 1897.88 ms [2021-07-04 13:25:34 main:574] : INFO : Epoch 1985 | loss: 0.0311861 | val_loss: 0.0311946 | Time: 1810.67 ms [2021-07-04 13:25:36 main:574] : INFO : Epoch 1986 | loss: 0.0311879 | val_loss: 0.0311981 | Time: 1755.95 ms [2021-07-04 13:25:38 main:574] : INFO : Epoch 1987 | loss: 0.0311903 | val_loss: 0.0311973 | Time: 1762.81 ms [2021-07-04 13:25:40 main:574] : INFO : Epoch 1988 | loss: 0.0311888 | val_loss: 0.0311954 | Time: 1806.28 ms [2021-07-04 13:25:41 main:574] : INFO : Epoch 1989 | loss: 0.0311861 | val_loss: 0.0311964 | Time: 1835.91 ms [2021-07-04 13:25:43 main:574] : INFO : Epoch 1990 | loss: 0.0311867 | val_loss: 0.0311954 | Time: 1799.72 ms [2021-07-04 13:25:45 main:574] : INFO : Epoch 1991 | loss: 0.0311866 | val_loss: 0.0311961 | Time: 1788.4 ms [2021-07-04 13:25:47 main:574] : INFO : Epoch 1992 | loss: 0.0311871 | val_loss: 0.0311974 | Time: 1859.83 ms [2021-07-04 13:25:49 main:574] : INFO : Epoch 1993 | loss: 0.0311879 | val_loss: 0.0311946 | Time: 1821.81 ms [2021-07-04 13:25:51 main:574] : INFO : Epoch 1994 | loss: 0.0311877 | val_loss: 0.0311971 | Time: 1788.05 ms [2021-07-04 13:25:52 main:574] : INFO : Epoch 1995 | loss: 0.0311879 | val_loss: 0.0311953 | Time: 1781.67 ms [2021-07-04 13:25:54 main:574] : INFO : Epoch 1996 | loss: 0.0311871 | val_loss: 0.0311958 | Time: 1771.89 ms [2021-07-04 13:25:56 main:574] : INFO : Epoch 1997 | loss: 0.0311854 | val_loss: 0.0311984 | Time: 1776.4 ms [2021-07-04 13:25:58 main:574] : INFO : Epoch 1998 | loss: 0.031186 | val_loss: 0.031197 | Time: 1766.96 ms [2021-07-04 13:25:59 main:574] : INFO : Epoch 1999 | loss: 0.0311868 | val_loss: 0.0311952 | Time: 1819.75 ms [2021-07-04 13:26:01 main:574] : INFO : Epoch 2000 | loss: 0.0311886 | val_loss: 0.0312016 | Time: 1815.83 ms [2021-07-04 13:26:03 main:574] : INFO : Epoch 2001 | loss: 0.0311882 | val_loss: 0.0311968 | Time: 1848.93 ms [2021-07-04 13:26:05 main:574] : INFO : Epoch 2002 | loss: 0.0311875 | val_loss: 0.0311956 | Time: 1800.36 ms [2021-07-04 13:26:07 main:574] : INFO : Epoch 2003 | loss: 0.0311868 | val_loss: 0.0311966 | Time: 1767.36 ms [2021-07-04 13:26:09 main:574] : INFO : Epoch 2004 | loss: 0.0311879 | val_loss: 0.0311967 | Time: 1778.47 ms [2021-07-04 13:26:10 main:574] : INFO : Epoch 2005 | loss: 0.0311876 | val_loss: 0.0311971 | Time: 1785.24 ms [2021-07-04 13:26:12 main:574] : INFO : Epoch 2006 | loss: 0.0311941 | val_loss: 0.031198 | Time: 1783.67 ms [2021-07-04 13:26:14 main:574] : INFO : Epoch 2007 | loss: 0.0311954 | val_loss: 0.0311967 | Time: 1767.77 ms [2021-07-04 13:26:16 main:574] : INFO : Epoch 2008 | loss: 0.0311934 | val_loss: 0.0311981 | Time: 1776.5 ms [2021-07-04 13:26:18 main:574] : INFO : Epoch 2009 | loss: 0.0311944 | val_loss: 0.0311989 | Time: 1842.13 ms [2021-07-04 13:26:19 main:574] : INFO : Epoch 2010 | loss: 0.0311944 | val_loss: 0.0312019 | Time: 1801.59 ms [2021-07-04 13:26:21 main:574] : INFO : Epoch 2011 | loss: 0.0311978 | val_loss: 0.0311997 | Time: 1782.86 ms [2021-07-04 13:26:23 main:574] : INFO : Epoch 2012 | loss: 0.0311977 | val_loss: 0.0311974 | Time: 1807.81 ms [2021-07-04 13:26:25 main:574] : INFO : Epoch 2013 | loss: 0.0311963 | val_loss: 0.0311973 | Time: 1848.7 ms [2021-07-04 13:26:27 main:574] : INFO : Epoch 2014 | loss: 0.0311954 | val_loss: 0.0311948 | Time: 1781.37 ms [2021-07-04 13:26:29 main:574] : INFO : Epoch 2015 | loss: 0.0311953 | val_loss: 0.0311978 | Time: 1903.66 ms [2021-07-04 13:26:30 main:574] : INFO : Epoch 2016 | loss: 0.0311985 | val_loss: 0.0311996 | Time: 1801.2 ms [2021-07-04 13:26:32 main:574] : INFO : Epoch 2017 | loss: 0.0311988 | val_loss: 0.0311997 | Time: 1863.57 ms [2021-07-04 13:26:34 main:574] : INFO : Epoch 2018 | loss: 0.0311989 | val_loss: 0.0311995 | Time: 1835.7 ms [2021-07-04 13:26:36 main:574] : INFO : Epoch 2019 | loss: 0.0311968 | val_loss: 0.0311986 | Time: 1814.5 ms [2021-07-04 13:26:38 main:574] : INFO : Epoch 2020 | loss: 0.0311967 | val_loss: 0.0311988 | Time: 1803.66 ms [2021-07-04 13:26:40 main:574] : INFO : Epoch 2021 | loss: 0.0311962 | val_loss: 0.0311971 | Time: 1761.96 ms [2021-07-04 13:26:41 main:574] : INFO : Epoch 2022 | loss: 0.0311934 | val_loss: 0.0311967 | Time: 1819.06 ms [2021-07-04 13:26:43 main:574] : INFO : Epoch 2023 | loss: 0.031193 | val_loss: 0.0311969 | Time: 1768.07 ms [2021-07-04 13:26:45 main:574] : INFO : Epoch 2024 | loss: 0.0311924 | val_loss: 0.0311994 | Time: 1759.66 ms [2021-07-04 13:26:47 main:574] : INFO : Epoch 2025 | loss: 0.0311915 | val_loss: 0.0311964 | Time: 1806.43 ms [2021-07-04 13:26:49 main:574] : INFO : Epoch 2026 | loss: 0.0311902 | val_loss: 0.0311956 | Time: 1835.2 ms [2021-07-04 13:26:50 main:574] : INFO : Epoch 2027 | loss: 0.0311907 | val_loss: 0.0311964 | Time: 1768.92 ms [2021-07-04 13:26:52 main:574] : INFO : Epoch 2028 | loss: 0.0311904 | val_loss: 0.0311971 | Time: 1774.72 ms [2021-07-04 13:26:54 main:574] : INFO : Epoch 2029 | loss: 0.0311898 | val_loss: 0.0311965 | Time: 1758.04 ms [2021-07-04 13:26:56 main:574] : INFO : Epoch 2030 | loss: 0.0311898 | val_loss: 0.0311955 | Time: 1782.33 ms [2021-07-04 13:26:57 main:574] : INFO : Epoch 2031 | loss: 0.0311906 | val_loss: 0.0311999 | Time: 1779.71 ms [2021-07-04 13:26:59 main:574] : INFO : Epoch 2032 | loss: 0.031266 | val_loss: 0.0317575 | Time: 1786.45 ms [2021-07-04 13:27:01 main:574] : INFO : Epoch 2033 | loss: 0.0335064 | val_loss: 0.0323194 | Time: 1867.37 ms [2021-07-04 13:27:03 main:574] : INFO : Epoch 2034 | loss: 0.0316732 | val_loss: 0.0313704 | Time: 1803.43 ms [2021-07-04 13:27:05 main:574] : INFO : Epoch 2035 | loss: 0.0312877 | val_loss: 0.0312322 | Time: 1764.15 ms [2021-07-04 13:27:06 main:574] : INFO : Epoch 2036 | loss: 0.0312255 | val_loss: 0.0312186 | Time: 1781.71 ms [2021-07-04 13:27:08 main:574] : INFO : Epoch 2037 | loss: 0.0312138 | val_loss: 0.0312093 | Time: 1813.8 ms [2021-07-04 13:27:10 main:574] : INFO : Epoch 2038 | loss: 0.0312078 | val_loss: 0.0312064 | Time: 1764.12 ms [2021-07-04 13:27:12 main:574] : INFO : Epoch 2039 | loss: 0.031206 | val_loss: 0.0312104 | Time: 1781.88 ms [2021-07-04 13:27:14 main:574] : INFO : Epoch 2040 | loss: 0.0312083 | val_loss: 0.0312122 | Time: 1771.89 ms [2021-07-04 13:27:15 main:574] : INFO : Epoch 2041 | loss: 0.0312047 | val_loss: 0.0312047 | Time: 1776.64 ms [2021-07-04 13:27:17 main:574] : INFO : Epoch 2042 | loss: 0.0312035 | val_loss: 0.0312049 | Time: 1806.54 ms [2021-07-04 13:27:19 main:574] : INFO : Epoch 2043 | loss: 0.0312048 | val_loss: 0.0312038 | Time: 1800.53 ms [2021-07-04 13:27:21 main:574] : INFO : Epoch 2044 | loss: 0.0312044 | val_loss: 0.0312047 | Time: 1754.32 ms [2021-07-04 13:27:23 main:574] : INFO : Epoch 2045 | loss: 0.0312029 | val_loss: 0.0312028 | Time: 1810.44 ms [2021-07-04 13:27:24 main:574] : INFO : Epoch 2046 | loss: 0.0312031 | val_loss: 0.0312041 | Time: 1770.64 ms [2021-07-04 13:27:26 main:574] : INFO : Epoch 2047 | loss: 0.0312013 | val_loss: 0.0312032 | Time: 1840.66 ms [2021-07-04 13:27:28 main:574] : INFO : Epoch 2048 | loss: 0.0312024 | val_loss: 0.0312042 | Time: 1799.41 ms [2021-07-04 13:27:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312042 [2021-07-04 13:27:28 main:603] : INFO : Saving end state to config to file [2021-07-04 13:27:28 main:608] : INFO : Success, exiting.. 13:27:28 (58400): 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)