Task 9365953
| Name | ParityModified-1636180836-11290-2-0_1 |
| Workunit | 6624823 |
| Created | 2 Dec 2021, 16:30:15 UTC |
| Sent | 2 Dec 2021, 16:34:50 UTC |
| Report deadline | 10 Dec 2021, 16:34:50 UTC |
| Received | 2 Dec 2021, 17:40:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16860 |
| Run time | 1 hours 4 min 6 sec |
| CPU time | 1 hours 3 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311656 | val_loss: 0.0311663 | Time: 1877.6 ms [2021-12-02 17:23:54 main:581] : INFO : Epoch 1539 | loss: 0.0311667 | val_loss: 0.0311649 | Time: 1837.95 ms [2021-12-02 17:23:56 main:581] : INFO : Epoch 1540 | loss: 0.031164 | val_loss: 0.031165 | Time: 1841.31 ms [2021-12-02 17:23:58 main:581] : INFO : Epoch 1541 | loss: 0.031166 | val_loss: 0.0311655 | Time: 1841.09 ms [2021-12-02 17:24:00 main:581] : INFO : Epoch 1542 | loss: 0.0311659 | val_loss: 0.0311667 | Time: 1859.26 ms [2021-12-02 17:24:02 main:581] : INFO : Epoch 1543 | loss: 0.0311666 | val_loss: 0.0311665 | Time: 1860.86 ms [2021-12-02 17:24:03 main:581] : INFO : Epoch 1544 | loss: 0.0311647 | val_loss: 0.031164 | Time: 1844.27 ms [2021-12-02 17:24:05 main:581] : INFO : Epoch 1545 | loss: 0.0311663 | val_loss: 0.0311648 | Time: 1858.93 ms [2021-12-02 17:24:07 main:581] : INFO : Epoch 1546 | loss: 0.0311705 | val_loss: 0.0311794 | Time: 1834.59 ms [2021-12-02 17:24:09 main:581] : INFO : Epoch 1547 | loss: 0.0311675 | val_loss: 0.0311657 | Time: 1887.42 ms [2021-12-02 17:24:11 main:581] : INFO : Epoch 1548 | loss: 0.0311655 | val_loss: 0.0311632 | Time: 1907.76 ms [2021-12-02 17:24:13 main:581] : INFO : Epoch 1549 | loss: 0.0311646 | val_loss: 0.0311639 | Time: 1869.4 ms [2021-12-02 17:24:15 main:581] : INFO : Epoch 1550 | loss: 0.031164 | val_loss: 0.03117 | Time: 1839.34 ms [2021-12-02 17:24:17 main:581] : INFO : Epoch 1551 | loss: 0.0311652 | val_loss: 0.0311629 | Time: 1865.61 ms [2021-12-02 17:24:18 main:581] : INFO : Epoch 1552 | loss: 0.0311629 | val_loss: 0.0311622 | Time: 1856.96 ms [2021-12-02 17:24:20 main:581] : INFO : Epoch 1553 | loss: 0.0311624 | val_loss: 0.0311637 | Time: 1890.17 ms [2021-12-02 17:24:22 main:581] : INFO : Epoch 1554 | loss: 0.0311653 | val_loss: 0.0311731 | Time: 1845.99 ms [2021-12-02 17:24:24 main:581] : INFO : Epoch 1555 | loss: 0.0311645 | val_loss: 0.0311654 | Time: 1852.68 ms [2021-12-02 17:24:26 main:581] : INFO : Epoch 1556 | loss: 0.031165 | val_loss: 0.0311611 | Time: 1858.72 ms [2021-12-02 17:24:28 main:581] : INFO : Epoch 1557 | loss: 0.0311654 | val_loss: 0.0311621 | Time: 1835.66 ms [2021-12-02 17:24:30 main:581] : INFO : Epoch 1558 | loss: 0.0311635 | val_loss: 0.0311631 | Time: 1851.65 ms [2021-12-02 17:24:31 main:581] : INFO : Epoch 1559 | loss: 0.0311617 | val_loss: 0.0311611 | Time: 1889.87 ms [2021-12-02 17:24:33 main:581] : INFO : Epoch 1560 | loss: 0.0311631 | val_loss: 0.0311625 | Time: 1851.96 ms [2021-12-02 17:24:35 main:581] : INFO : Epoch 1561 | loss: 0.0311605 | val_loss: 0.0311622 | Time: 1844.83 ms [2021-12-02 17:24:37 main:581] : INFO : Epoch 1562 | loss: 0.0311602 | val_loss: 0.0311601 | Time: 1876.54 ms [2021-12-02 17:24:39 main:581] : INFO : Epoch 1563 | loss: 0.0311597 | val_loss: 0.0311601 | Time: 1874.3 ms [2021-12-02 17:24:41 main:581] : INFO : Epoch 1564 | loss: 0.0311604 | val_loss: 0.0311637 | Time: 1867.26 ms [2021-12-02 17:24:43 main:581] : INFO : Epoch 1565 | loss: 0.0311603 | val_loss: 0.0311613 | Time: 1875.89 ms [2021-12-02 17:24:44 main:581] : INFO : Epoch 1566 | loss: 0.0311598 | val_loss: 0.0311625 | Time: 1859.9 ms [2021-12-02 17:24:46 main:581] : INFO : Epoch 1567 | loss: 0.0311603 | val_loss: 0.0311622 | Time: 1960.01 ms [2021-12-02 17:24:48 main:581] : INFO : Epoch 1568 | loss: 0.0311624 | val_loss: 0.0311594 | Time: 1867.03 ms [2021-12-02 17:24:50 main:581] : INFO : Epoch 1569 | loss: 0.031162 | val_loss: 0.0311618 | Time: 1851 ms [2021-12-02 17:24:52 main:581] : INFO : Epoch 1570 | loss: 0.03116 | val_loss: 0.0311622 | Time: 1889.07 ms [2021-12-02 17:24:54 main:581] : INFO : Epoch 1571 | loss: 0.031161 | val_loss: 0.0311651 | Time: 1879.51 ms [2021-12-02 17:24:56 main:581] : INFO : Epoch 1572 | loss: 0.0311652 | val_loss: 0.0311602 | Time: 1856.69 ms [2021-12-02 17:24:58 main:581] : INFO : Epoch 1573 | loss: 0.03116 | val_loss: 0.0311595 | Time: 1869.92 ms [2021-12-02 17:25:00 main:581] : INFO : Epoch 1574 | loss: 0.0311578 | val_loss: 0.0311589 | Time: 1916.7 ms [2021-12-02 17:25:01 main:581] : INFO : Epoch 1575 | loss: 0.0311591 | val_loss: 0.0311668 | Time: 1867.81 ms [2021-12-02 17:25:03 main:581] : INFO : Epoch 1576 | loss: 0.0311614 | val_loss: 0.0311686 | Time: 1876.01 ms [2021-12-02 17:25:05 main:581] : INFO : Epoch 1577 | loss: 0.0311612 | val_loss: 0.0311602 | Time: 1910.13 ms [2021-12-02 17:25:07 main:581] : INFO : Epoch 1578 | loss: 0.031159 | val_loss: 0.0311594 | Time: 1863.51 ms [2021-12-02 17:25:09 main:581] : INFO : Epoch 1579 | loss: 0.0311585 | val_loss: 0.0311636 | Time: 1855.61 ms [2021-12-02 17:25:11 main:581] : INFO : Epoch 1580 | loss: 0.0311568 | val_loss: 0.0311583 | Time: 1887.47 ms [2021-12-02 17:25:13 main:581] : INFO : Epoch 1581 | loss: 0.0311566 | val_loss: 0.0311585 | Time: 1851.63 ms [2021-12-02 17:25:15 main:581] : INFO : Epoch 1582 | loss: 0.0311583 | val_loss: 0.0311583 | Time: 1858.71 ms [2021-12-02 17:25:16 main:581] : INFO : Epoch 1583 | loss: 0.0311567 | val_loss: 0.0311645 | Time: 1831.91 ms [2021-12-02 17:25:18 main:581] : INFO : Epoch 1584 | loss: 0.0311582 | val_loss: 0.0311599 | Time: 1905.6 ms [2021-12-02 17:25:20 main:581] : INFO : Epoch 1585 | loss: 0.0311593 | val_loss: 0.0311575 | Time: 1860.35 ms [2021-12-02 17:25:22 main:581] : INFO : Epoch 1586 | loss: 0.0311583 | val_loss: 0.0311581 | Time: 1838.52 ms [2021-12-02 17:25:24 main:581] : INFO : Epoch 1587 | loss: 0.0311579 | val_loss: 0.0311581 | Time: 1839.19 ms [2021-12-02 17:25:26 main:581] : INFO : Epoch 1588 | loss: 0.0311562 | val_loss: 0.0311588 | Time: 1848.19 ms [2021-12-02 17:25:28 main:581] : INFO : Epoch 1589 | loss: 0.0311551 | val_loss: 0.0311572 | Time: 1854.18 ms [2021-12-02 17:25:29 main:581] : INFO : Epoch 1590 | loss: 0.0311529 | val_loss: 0.0311556 | Time: 1885.87 ms [2021-12-02 17:25:31 main:581] : INFO : Epoch 1591 | loss: 0.031156 | val_loss: 0.0311579 | Time: 1893.38 ms [2021-12-02 17:25:33 main:581] : INFO : Epoch 1592 | loss: 0.0311539 | val_loss: 0.031156 | Time: 1848.82 ms [2021-12-02 17:25:35 main:581] : INFO : Epoch 1593 | loss: 0.0311542 | val_loss: 0.0311636 | Time: 1860.04 ms [2021-12-02 17:25:37 main:581] : INFO : Epoch 1594 | loss: 0.0311551 | val_loss: 0.0311558 | Time: 1830.29 ms [2021-12-02 17:25:39 main:581] : INFO : Epoch 1595 | loss: 0.0311557 | val_loss: 0.0311566 | Time: 1882.98 ms [2021-12-02 17:25:41 main:581] : INFO : Epoch 1596 | loss: 0.0311602 | val_loss: 0.0311587 | Time: 1931.18 ms [2021-12-02 17:25:43 main:581] : INFO : Epoch 1597 | loss: 0.0311564 | val_loss: 0.0311622 | Time: 1908.46 ms [2021-12-02 17:25:44 main:581] : INFO : Epoch 1598 | loss: 0.0311559 | val_loss: 0.0311595 | Time: 1855.35 ms [2021-12-02 17:25:46 main:581] : INFO : Epoch 1599 | loss: 0.0311562 | val_loss: 0.0311605 | Time: 1882.04 ms [2021-12-02 17:25:48 main:581] : INFO : Epoch 1600 | loss: 0.0311529 | val_loss: 0.0311575 | Time: 1874.55 ms [2021-12-02 17:25:50 main:581] : INFO : Epoch 1601 | loss: 0.031155 | val_loss: 0.0311565 | Time: 1869.76 ms [2021-12-02 17:25:52 main:581] : INFO : Epoch 1602 | loss: 0.0311536 | val_loss: 0.0311577 | Time: 1876.03 ms [2021-12-02 17:25:54 main:581] : INFO : Epoch 1603 | loss: 0.0311511 | val_loss: 0.0311555 | Time: 1856.88 ms [2021-12-02 17:25:56 main:581] : INFO : Epoch 1604 | loss: 0.0311495 | val_loss: 0.0311573 | Time: 1883.56 ms [2021-12-02 17:25:58 main:581] : INFO : Epoch 1605 | loss: 0.0311487 | val_loss: 0.0311562 | Time: 1863.29 ms [2021-12-02 17:25:59 main:581] : INFO : Epoch 1606 | loss: 0.0311486 | val_loss: 0.0311581 | Time: 1938.83 ms [2021-12-02 17:26:01 main:581] : INFO : Epoch 1607 | loss: 0.0311472 | val_loss: 0.0311579 | Time: 1847.28 ms [2021-12-02 17:26:03 main:581] : INFO : Epoch 1608 | loss: 0.0311506 | val_loss: 0.0311564 | Time: 1867.53 ms [2021-12-02 17:26:05 main:581] : INFO : Epoch 1609 | loss: 0.0311485 | val_loss: 0.0311606 | Time: 1901.27 ms [2021-12-02 17:26:07 main:581] : INFO : Epoch 1610 | loss: 0.0311491 | val_loss: 0.031162 | Time: 1849.67 ms [2021-12-02 17:26:09 main:581] : INFO : Epoch 1611 | loss: 0.0311536 | val_loss: 0.0311598 | Time: 1845.55 ms [2021-12-02 17:26:11 main:581] : INFO : Epoch 1612 | loss: 0.0311496 | val_loss: 0.0311595 | Time: 1860.44 ms [2021-12-02 17:26:12 main:581] : INFO : Epoch 1613 | loss: 0.0311486 | val_loss: 0.0311652 | Time: 1865.57 ms [2021-12-02 17:26:14 main:581] : INFO : Epoch 1614 | loss: 0.0311488 | val_loss: 0.0311599 | Time: 1853.65 ms [2021-12-02 17:26:16 main:581] : INFO : Epoch 1615 | loss: 0.0311467 | val_loss: 0.0311563 | Time: 1865.62 ms [2021-12-02 17:26:18 main:581] : INFO : Epoch 1616 | loss: 0.0311478 | val_loss: 0.0311565 | Time: 1859.14 ms [2021-12-02 17:26:20 main:581] : INFO : Epoch 1617 | loss: 0.0311463 | val_loss: 0.0311545 | Time: 1958.61 ms [2021-12-02 17:26:22 main:581] : INFO : Epoch 1618 | loss: 0.0311461 | val_loss: 0.0311572 | Time: 1877.52 ms [2021-12-02 17:26:24 main:581] : INFO : Epoch 1619 | loss: 0.0311453 | val_loss: 0.0311558 | Time: 1931.08 ms [2021-12-02 17:26:26 main:581] : INFO : Epoch 1620 | loss: 0.0311451 | val_loss: 0.0311536 | Time: 1851.04 ms [2021-12-02 17:26:28 main:581] : INFO : Epoch 1621 | loss: 0.0311444 | val_loss: 0.0311579 | Time: 1897.74 ms [2021-12-02 17:26:29 main:581] : INFO : Epoch 1622 | loss: 0.0311436 | val_loss: 0.0311533 | Time: 1881.46 ms [2021-12-02 17:26:31 main:581] : INFO : Epoch 1623 | loss: 0.0311461 | val_loss: 0.0311603 | Time: 1876.55 ms [2021-12-02 17:26:33 main:581] : INFO : Epoch 1624 | loss: 0.0311462 | val_loss: 0.0311544 | Time: 1860.45 ms [2021-12-02 17:26:35 main:581] : INFO : Epoch 1625 | loss: 0.0311476 | val_loss: 0.0311635 | Time: 1912.97 ms [2021-12-02 17:26:37 main:581] : INFO : Epoch 1626 | loss: 0.031151 | val_loss: 0.0311575 | Time: 1867.21 ms [2021-12-02 17:26:39 main:581] : INFO : Epoch 1627 | loss: 0.0311484 | val_loss: 0.0311569 | Time: 1865.57 ms [2021-12-02 17:26:41 main:581] : INFO : Epoch 1628 | loss: 0.0311461 | val_loss: 0.0311548 | Time: 1866.15 ms [2021-12-02 17:26:43 main:581] : INFO : Epoch 1629 | loss: 0.0311448 | val_loss: 0.0311574 | Time: 1903.87 ms [2021-12-02 17:26:45 main:581] : INFO : Epoch 1630 | loss: 0.0311441 | val_loss: 0.0311536 | Time: 1904.15 ms [2021-12-02 17:26:46 main:581] : INFO : Epoch 1631 | loss: 0.031143 | val_loss: 0.0311518 | Time: 1871.59 ms [2021-12-02 17:26:48 main:581] : INFO : Epoch 1632 | loss: 0.0311432 | val_loss: 0.0311535 | Time: 1934.76 ms [2021-12-02 17:26:50 main:581] : INFO : Epoch 1633 | loss: 0.0311451 | val_loss: 0.0311523 | Time: 1871.5 ms [2021-12-02 17:26:52 main:581] : INFO : Epoch 1634 | loss: 0.0311415 | val_loss: 0.0311618 | Time: 1986.29 ms [2021-12-02 17:26:54 main:581] : INFO : Epoch 1635 | loss: 0.0311464 | val_loss: 0.0311533 | Time: 1898.35 ms [2021-12-02 17:26:56 main:581] : INFO : Epoch 1636 | loss: 0.0311471 | val_loss: 0.0311609 | Time: 1875.23 ms [2021-12-02 17:26:58 main:581] : INFO : Epoch 1637 | loss: 0.0311513 | val_loss: 0.0311538 | Time: 1905.62 ms [2021-12-02 17:27:00 main:581] : INFO : Epoch 1638 | loss: 0.0311503 | val_loss: 0.0311555 | Time: 1883.93 ms [2021-12-02 17:27:02 main:581] : INFO : Epoch 1639 | loss: 0.031149 | val_loss: 0.0311563 | Time: 1901.07 ms [2021-12-02 17:27:04 main:581] : INFO : Epoch 1640 | loss: 0.0311468 | val_loss: 0.0311542 | Time: 1857.11 ms [2021-12-02 17:27:05 main:581] : INFO : Epoch 1641 | loss: 0.0311461 | val_loss: 0.0311544 | Time: 1854.57 ms [2021-12-02 17:27:07 main:581] : INFO : Epoch 1642 | loss: 0.0311452 | val_loss: 0.0311543 | Time: 1858.19 ms [2021-12-02 17:27:09 main:581] : INFO : Epoch 1643 | loss: 0.0311436 | val_loss: 0.0311553 | Time: 1853.23 ms [2021-12-02 17:27:11 main:581] : INFO : Epoch 1644 | loss: 0.0311421 | val_loss: 0.0311539 | Time: 1926.41 ms [2021-12-02 17:27:13 main:581] : INFO : Epoch 1645 | loss: 0.0311417 | val_loss: 0.0311523 | Time: 1876.79 ms [2021-12-02 17:27:15 main:581] : INFO : Epoch 1646 | loss: 0.031143 | val_loss: 0.031152 | Time: 1889.01 ms [2021-12-02 17:27:17 main:581] : INFO : Epoch 1647 | loss: 0.0311468 | val_loss: 0.0311547 | Time: 1844.7 ms [2021-12-02 17:27:18 main:581] : INFO : Epoch 1648 | loss: 0.0311442 | val_loss: 0.0311534 | Time: 1838.85 ms [2021-12-02 17:27:20 main:581] : INFO : Epoch 1649 | loss: 0.0311475 | val_loss: 0.0311544 | Time: 1872.13 ms [2021-12-02 17:27:22 main:581] : INFO : Epoch 1650 | loss: 0.0311462 | val_loss: 0.0311518 | Time: 1842.95 ms [2021-12-02 17:27:24 main:581] : INFO : Epoch 1651 | loss: 0.0311519 | val_loss: 0.031169 | Time: 1909.51 ms [2021-12-02 17:27:26 main:581] : INFO : Epoch 1652 | loss: 0.0311486 | val_loss: 0.0311538 | Time: 1845.1 ms [2021-12-02 17:27:28 main:581] : INFO : Epoch 1653 | loss: 0.0311444 | val_loss: 0.0311533 | Time: 1859.79 ms [2021-12-02 17:27:30 main:581] : INFO : Epoch 1654 | loss: 0.0311433 | val_loss: 0.0311608 | Time: 1869.42 ms [2021-12-02 17:27:32 main:581] : INFO : Epoch 1655 | loss: 0.0311462 | val_loss: 0.0311531 | Time: 1887.37 ms [2021-12-02 17:27:33 main:581] : INFO : Epoch 1656 | loss: 0.0311451 | val_loss: 0.0311523 | Time: 1853.66 ms [2021-12-02 17:27:35 main:581] : INFO : Epoch 1657 | loss: 0.0311428 | val_loss: 0.0311558 | Time: 1873.58 ms [2021-12-02 17:27:37 main:581] : INFO : Epoch 1658 | loss: 0.0311418 | val_loss: 0.0311567 | Time: 1859.26 ms [2021-12-02 17:27:39 main:581] : INFO : Epoch 1659 | loss: 0.0311421 | val_loss: 0.0311575 | Time: 1892.39 ms [2021-12-02 17:27:41 main:581] : INFO : Epoch 1660 | loss: 0.0311411 | val_loss: 0.0311545 | Time: 1885.95 ms [2021-12-02 17:27:43 main:581] : INFO : Epoch 1661 | loss: 0.0311408 | val_loss: 0.0311541 | Time: 1906.81 ms [2021-12-02 17:27:45 main:581] : INFO : Epoch 1662 | loss: 0.0311407 | val_loss: 0.0311526 | Time: 1878.47 ms [2021-12-02 17:27:47 main:581] : INFO : Epoch 1663 | loss: 0.0311401 | val_loss: 0.0311533 | Time: 1895.57 ms [2021-12-02 17:27:48 main:581] : INFO : Epoch 1664 | loss: 0.0311401 | val_loss: 0.0311524 | Time: 1877.72 ms [2021-12-02 17:27:50 main:581] : INFO : Epoch 1665 | loss: 0.0311393 | val_loss: 0.0311534 | Time: 1870.7 ms [2021-12-02 17:27:52 main:581] : INFO : Epoch 1666 | loss: 0.0311421 | val_loss: 0.0311536 | Time: 1850.02 ms [2021-12-02 17:27:54 main:581] : INFO : Epoch 1667 | loss: 0.0311483 | val_loss: 0.0311579 | Time: 1864.31 ms [2021-12-02 17:27:56 main:581] : INFO : Epoch 1668 | loss: 0.0311412 | val_loss: 0.0311581 | Time: 1838.75 ms [2021-12-02 17:27:58 main:581] : INFO : Epoch 1669 | loss: 0.03114 | val_loss: 0.031154 | Time: 1873.08 ms [2021-12-02 17:28:00 main:581] : INFO : Epoch 1670 | loss: 0.0311422 | val_loss: 0.0311626 | Time: 1919.77 ms [2021-12-02 17:28:02 main:581] : INFO : Epoch 1671 | loss: 0.0311412 | val_loss: 0.0311552 | Time: 1860.12 ms [2021-12-02 17:28:03 main:581] : INFO : Epoch 1672 | loss: 0.0311416 | val_loss: 0.0311563 | Time: 1860.81 ms [2021-12-02 17:28:05 main:581] : INFO : Epoch 1673 | loss: 0.0311394 | val_loss: 0.0311565 | Time: 1881.76 ms [2021-12-02 17:28:07 main:581] : INFO : Epoch 1674 | loss: 0.0311401 | val_loss: 0.0311537 | Time: 1860.48 ms [2021-12-02 17:28:09 main:581] : INFO : Epoch 1675 | loss: 0.0311379 | val_loss: 0.0311531 | Time: 1902.59 ms [2021-12-02 17:28:11 main:581] : INFO : Epoch 1676 | loss: 0.0311402 | val_loss: 0.0311549 | Time: 2218.63 ms [2021-12-02 17:28:13 main:581] : INFO : Epoch 1677 | loss: 0.0311413 | val_loss: 0.031155 | Time: 1856.05 ms [2021-12-02 17:28:15 main:581] : INFO : Epoch 1678 | loss: 0.0311405 | val_loss: 0.031154 | Time: 1863.81 ms [2021-12-02 17:28:17 main:581] : INFO : Epoch 1679 | loss: 0.0311401 | val_loss: 0.0311612 | Time: 1900.64 ms [2021-12-02 17:28:19 main:581] : INFO : Epoch 1680 | loss: 0.031145 | val_loss: 0.0311546 | Time: 1862.46 ms [2021-12-02 17:28:21 main:581] : INFO : Epoch 1681 | loss: 0.0311403 | val_loss: 0.0311544 | Time: 1893.16 ms [2021-12-02 17:28:23 main:581] : INFO : Epoch 1682 | loss: 0.0311401 | val_loss: 0.0311525 | Time: 1868.79 ms [2021-12-02 17:28:24 main:581] : INFO : Epoch 1683 | loss: 0.0311384 | val_loss: 0.0311516 | Time: 1858.52 ms [2021-12-02 17:28:26 main:581] : INFO : Epoch 1684 | loss: 0.0311391 | val_loss: 0.0311532 | Time: 1852.3 ms [2021-12-02 17:28:28 main:581] : INFO : Epoch 1685 | loss: 0.0311369 | val_loss: 0.0311543 | Time: 1883.19 ms [2021-12-02 17:28:30 main:581] : INFO : Epoch 1686 | loss: 0.0311367 | val_loss: 0.0311549 | Time: 1878.94 ms [2021-12-02 17:28:32 main:581] : INFO : Epoch 1687 | loss: 0.0311364 | val_loss: 0.0311559 | Time: 1930.3 ms [2021-12-02 17:28:34 main:581] : INFO : Epoch 1688 | loss: 0.0311378 | val_loss: 0.0311566 | Time: 1875.76 ms [2021-12-02 17:28:36 main:581] : INFO : Epoch 1689 | loss: 0.0311386 | val_loss: 0.0311547 | Time: 1849.69 ms [2021-12-02 17:28:37 main:581] : INFO : Epoch 1690 | loss: 0.0311367 | val_loss: 0.0311537 | Time: 1849.42 ms [2021-12-02 17:28:39 main:581] : INFO : Epoch 1691 | loss: 0.0311368 | val_loss: 0.0311537 | Time: 1857.63 ms [2021-12-02 17:28:41 main:581] : INFO : Epoch 1692 | loss: 0.031141 | val_loss: 0.0311553 | Time: 1906.85 ms [2021-12-02 17:28:43 main:581] : INFO : Epoch 1693 | loss: 0.0311392 | val_loss: 0.0311539 | Time: 1883.8 ms [2021-12-02 17:28:45 main:581] : INFO : Epoch 1694 | loss: 0.0311389 | val_loss: 0.0311513 | Time: 1872.45 ms [2021-12-02 17:28:47 main:581] : INFO : Epoch 1695 | loss: 0.0311358 | val_loss: 0.0311542 | Time: 1862.61 ms [2021-12-02 17:28:49 main:581] : INFO : Epoch 1696 | loss: 0.0311375 | val_loss: 0.0311541 | Time: 1904.67 ms [2021-12-02 17:28:51 main:581] : INFO : Epoch 1697 | loss: 0.0311361 | val_loss: 0.0311556 | Time: 1886.35 ms [2021-12-02 17:28:53 main:581] : INFO : Epoch 1698 | loss: 0.0311372 | val_loss: 0.0311507 | Time: 1853.29 ms [2021-12-02 17:28:54 main:581] : INFO : Epoch 1699 | loss: 0.0311384 | val_loss: 0.0311511 | Time: 1857.69 ms [2021-12-02 17:28:56 main:581] : INFO : Epoch 1700 | loss: 0.0311376 | val_loss: 0.0311537 | Time: 1842.75 ms [2021-12-02 17:28:58 main:581] : INFO : Epoch 1701 | loss: 0.0311367 | val_loss: 0.0311567 | Time: 1873.51 ms [2021-12-02 17:29:00 main:581] : INFO : Epoch 1702 | loss: 0.0311388 | val_loss: 0.0311557 | Time: 1871.19 ms [2021-12-02 17:29:02 main:581] : INFO : Epoch 1703 | loss: 0.0311338 | val_loss: 0.0311506 | Time: 1896.11 ms [2021-12-02 17:29:04 main:581] : INFO : Epoch 1704 | loss: 0.0311337 | val_loss: 0.0311543 | Time: 1870.15 ms [2021-12-02 17:29:06 main:581] : INFO : Epoch 1705 | loss: 0.0311377 | val_loss: 0.0311557 | Time: 1891.48 ms [2021-12-02 17:29:08 main:581] : INFO : Epoch 1706 | loss: 0.031135 | val_loss: 0.0311516 | Time: 1914.25 ms [2021-12-02 17:29:09 main:581] : INFO : Epoch 1707 | loss: 0.0311333 | val_loss: 0.031152 | Time: 1902.67 ms [2021-12-02 17:29:11 main:581] : INFO : Epoch 1708 | loss: 0.0311357 | val_loss: 0.0311604 | Time: 1847.22 ms [2021-12-02 17:29:13 main:581] : INFO : Epoch 1709 | loss: 0.0311349 | val_loss: 0.0311625 | Time: 1900.19 ms [2021-12-02 17:29:15 main:581] : INFO : Epoch 1710 | loss: 0.0311385 | val_loss: 0.0311528 | Time: 1845.6 ms [2021-12-02 17:29:17 main:581] : INFO : Epoch 1711 | loss: 0.0311355 | val_loss: 0.0311545 | Time: 1892.45 ms [2021-12-02 17:29:19 main:581] : INFO : Epoch 1712 | loss: 0.031136 | val_loss: 0.0311562 | Time: 1913.09 ms [2021-12-02 17:29:21 main:581] : INFO : Epoch 1713 | loss: 0.0311397 | val_loss: 0.031155 | Time: 1878.97 ms [2021-12-02 17:29:23 main:581] : INFO : Epoch 1714 | loss: 0.0311398 | val_loss: 0.0311542 | Time: 1881.5 ms [2021-12-02 17:29:24 main:581] : INFO : Epoch 1715 | loss: 0.031141 | val_loss: 0.0311533 | Time: 1852.52 ms [2021-12-02 17:29:26 main:581] : INFO : Epoch 1716 | loss: 0.0311363 | val_loss: 0.0311511 | Time: 1851.28 ms [2021-12-02 17:29:28 main:581] : INFO : Epoch 1717 | loss: 0.0311348 | val_loss: 0.0311503 | Time: 1877.58 ms [2021-12-02 17:29:30 main:581] : INFO : Epoch 1718 | loss: 0.0311349 | val_loss: 0.031154 | Time: 1934.31 ms [2021-12-02 17:29:32 main:581] : INFO : Epoch 1719 | loss: 0.0311373 | val_loss: 0.0311547 | Time: 1916.9 ms [2021-12-02 17:29:34 main:581] : INFO : Epoch 1720 | loss: 0.031139 | val_loss: 0.031153 | Time: 1859.84 ms [2021-12-02 17:29:36 main:581] : INFO : Epoch 1721 | loss: 0.031135 | val_loss: 0.0311492 | Time: 1876.16 ms [2021-12-02 17:29:38 main:581] : INFO : Epoch 1722 | loss: 0.0311356 | val_loss: 0.0311542 | Time: 1859.24 ms [2021-12-02 17:29:40 main:581] : INFO : Epoch 1723 | loss: 0.0311325 | val_loss: 0.0311507 | Time: 1886.68 ms [2021-12-02 17:29:41 main:581] : INFO : Epoch 1724 | loss: 0.0311318 | val_loss: 0.0311544 | Time: 1865.02 ms [2021-12-02 17:29:43 main:581] : INFO : Epoch 1725 | loss: 0.0311339 | val_loss: 0.0311566 | Time: 1943.88 ms [2021-12-02 17:29:45 main:581] : INFO : Epoch 1726 | loss: 0.0311316 | val_loss: 0.0311497 | Time: 1872.02 ms [2021-12-02 17:29:47 main:581] : INFO : Epoch 1727 | loss: 0.0311324 | val_loss: 0.0311532 | Time: 1887.47 ms [2021-12-02 17:29:49 main:581] : INFO : Epoch 1728 | loss: 0.0311313 | val_loss: 0.0311507 | Time: 1900.22 ms [2021-12-02 17:29:51 main:581] : INFO : Epoch 1729 | loss: 0.031134 | val_loss: 0.0311556 | Time: 1911.39 ms [2021-12-02 17:29:53 main:581] : INFO : Epoch 1730 | loss: 0.0311317 | val_loss: 0.0311499 | Time: 1847.36 ms [2021-12-02 17:29:55 main:581] : INFO : Epoch 1731 | loss: 0.0311332 | val_loss: 0.0311528 | Time: 1898.98 ms [2021-12-02 17:29:57 main:581] : INFO : Epoch 1732 | loss: 0.0311344 | val_loss: 0.0311553 | Time: 1941.9 ms [2021-12-02 17:29:58 main:581] : INFO : Epoch 1733 | loss: 0.0311345 | val_loss: 0.0311497 | Time: 1869.75 ms [2021-12-02 17:30:00 main:581] : INFO : Epoch 1734 | loss: 0.0311331 | val_loss: 0.031157 | Time: 1897.93 ms [2021-12-02 17:30:02 main:581] : INFO : Epoch 1735 | loss: 0.0311415 | val_loss: 0.0311537 | Time: 1882.66 ms [2021-12-02 17:30:04 main:581] : INFO : Epoch 1736 | loss: 0.0311354 | val_loss: 0.0311485 | Time: 1846.77 ms [2021-12-02 17:30:06 main:581] : INFO : Epoch 1737 | loss: 0.031132 | val_loss: 0.0311509 | Time: 1868.41 ms [2021-12-02 17:30:08 main:581] : INFO : Epoch 1738 | loss: 0.0311319 | val_loss: 0.0311504 | Time: 1856.41 ms [2021-12-02 17:30:10 main:581] : INFO : Epoch 1739 | loss: 0.0311351 | val_loss: 0.0311569 | Time: 1881.65 ms [2021-12-02 17:30:12 main:581] : INFO : Epoch 1740 | loss: 0.0311331 | val_loss: 0.0311496 | Time: 1866.13 ms [2021-12-02 17:30:13 main:581] : INFO : Epoch 1741 | loss: 0.0311317 | val_loss: 0.0311557 | Time: 1856.3 ms [2021-12-02 17:30:15 main:581] : INFO : Epoch 1742 | loss: 0.0311321 | val_loss: 0.0311535 | Time: 1914.18 ms [2021-12-02 17:30:17 main:581] : INFO : Epoch 1743 | loss: 0.0311452 | val_loss: 0.0311575 | Time: 1842.05 ms [2021-12-02 17:30:19 main:581] : INFO : Epoch 1744 | loss: 0.0311393 | val_loss: 0.0311544 | Time: 1872.88 ms [2021-12-02 17:30:21 main:581] : INFO : Epoch 1745 | loss: 0.0311428 | val_loss: 0.0311529 | Time: 1902.61 ms [2021-12-02 17:30:23 main:581] : INFO : Epoch 1746 | loss: 0.0311387 | val_loss: 0.0311523 | Time: 1908.16 ms [2021-12-02 17:30:25 main:581] : INFO : Epoch 1747 | loss: 0.0311374 | val_loss: 0.0311539 | Time: 1903.63 ms [2021-12-02 17:30:27 main:581] : INFO : Epoch 1748 | loss: 0.0311379 | val_loss: 0.0311551 | Time: 1932.24 ms [2021-12-02 17:30:29 main:581] : INFO : Epoch 1749 | loss: 0.0311386 | val_loss: 0.0311484 | Time: 1982.79 ms [2021-12-02 17:30:31 main:581] : INFO : Epoch 1750 | loss: 0.0311365 | val_loss: 0.0311577 | Time: 1871.26 ms [2021-12-02 17:30:32 main:581] : INFO : Epoch 1751 | loss: 0.0311366 | val_loss: 0.0311504 | Time: 1872.79 ms [2021-12-02 17:30:34 main:581] : INFO : Epoch 1752 | loss: 0.0311316 | val_loss: 0.031148 | Time: 1856.73 ms [2021-12-02 17:30:36 main:581] : INFO : Epoch 1753 | loss: 0.0311306 | val_loss: 0.0311514 | Time: 1898.11 ms [2021-12-02 17:30:38 main:581] : INFO : Epoch 1754 | loss: 0.0311316 | val_loss: 0.0311491 | Time: 1853.59 ms [2021-12-02 17:30:40 main:581] : INFO : Epoch 1755 | loss: 0.0311319 | val_loss: 0.0311467 | Time: 1879.51 ms [2021-12-02 17:30:42 main:581] : INFO : Epoch 1756 | loss: 0.0311296 | val_loss: 0.0311549 | Time: 1855.67 ms [2021-12-02 17:30:44 main:581] : INFO : Epoch 1757 | loss: 0.0311296 | val_loss: 0.0311513 | Time: 1838.84 ms [2021-12-02 17:30:45 main:581] : INFO : Epoch 1758 | loss: 0.0311307 | val_loss: 0.031152 | Time: 1838.31 ms [2021-12-02 17:30:47 main:581] : INFO : Epoch 1759 | loss: 0.0311319 | val_loss: 0.0311512 | Time: 1850.09 ms [2021-12-02 17:30:49 main:581] : INFO : Epoch 1760 | loss: 0.0311312 | val_loss: 0.031151 | Time: 1856.96 ms [2021-12-02 17:30:51 main:581] : INFO : Epoch 1761 | loss: 0.0311318 | val_loss: 0.0311494 | Time: 1831.82 ms [2021-12-02 17:30:53 main:581] : INFO : Epoch 1762 | loss: 0.0311329 | val_loss: 0.0311589 | Time: 1950.45 ms [2021-12-02 17:30:55 main:581] : INFO : Epoch 1763 | loss: 0.0311343 | val_loss: 0.0311497 | Time: 1848.97 ms [2021-12-02 17:30:57 main:581] : INFO : Epoch 1764 | loss: 0.0311332 | val_loss: 0.0311497 | Time: 1846.29 ms [2021-12-02 17:30:58 main:581] : INFO : Epoch 1765 | loss: 0.0311365 | val_loss: 0.0311612 | Time: 1835.89 ms [2021-12-02 17:31:00 main:581] : INFO : Epoch 1766 | loss: 0.0311409 | val_loss: 0.0311552 | Time: 1840.32 ms [2021-12-02 17:31:02 main:581] : INFO : Epoch 1767 | loss: 0.031141 | val_loss: 0.0311533 | Time: 1915.26 ms [2021-12-02 17:31:04 main:581] : INFO : Epoch 1768 | loss: 0.0311407 | val_loss: 0.031157 | Time: 1849.26 ms [2021-12-02 17:31:06 main:581] : INFO : Epoch 1769 | loss: 0.0311401 | val_loss: 0.0311537 | Time: 1878.17 ms [2021-12-02 17:31:08 main:581] : INFO : Epoch 1770 | loss: 0.0311377 | val_loss: 0.0311515 | Time: 1913.6 ms [2021-12-02 17:31:10 main:581] : INFO : Epoch 1771 | loss: 0.0311331 | val_loss: 0.0311507 | Time: 1852.26 ms [2021-12-02 17:31:12 main:581] : INFO : Epoch 1772 | loss: 0.0311324 | val_loss: 0.0311539 | Time: 1849.42 ms [2021-12-02 17:31:13 main:581] : INFO : Epoch 1773 | loss: 0.0311323 | val_loss: 0.0311546 | Time: 1862.13 ms [2021-12-02 17:31:15 main:581] : INFO : Epoch 1774 | loss: 0.0311336 | val_loss: 0.031149 | Time: 1833.68 ms [2021-12-02 17:31:17 main:581] : INFO : Epoch 1775 | loss: 0.0311334 | val_loss: 0.0311507 | Time: 1828.49 ms [2021-12-02 17:31:19 main:581] : INFO : Epoch 1776 | loss: 0.0311309 | val_loss: 0.0311501 | Time: 1845.56 ms [2021-12-02 17:31:21 main:581] : INFO : Epoch 1777 | loss: 0.0311318 | val_loss: 0.0311542 | Time: 1880 ms [2021-12-02 17:31:23 main:581] : INFO : Epoch 1778 | loss: 0.031131 | val_loss: 0.0311499 | Time: 1850.62 ms [2021-12-02 17:31:24 main:581] : INFO : Epoch 1779 | loss: 0.0311363 | val_loss: 0.0311548 | Time: 1830.85 ms [2021-12-02 17:31:26 main:581] : INFO : Epoch 1780 | loss: 0.0311353 | val_loss: 0.0311489 | Time: 1828.63 ms [2021-12-02 17:31:28 main:581] : INFO : Epoch 1781 | loss: 0.0311311 | val_loss: 0.0311481 | Time: 1850.57 ms [2021-12-02 17:31:30 main:581] : INFO : Epoch 1782 | loss: 0.0311333 | val_loss: 0.0311507 | Time: 1863.21 ms [2021-12-02 17:31:32 main:581] : INFO : Epoch 1783 | loss: 0.0311342 | val_loss: 0.0311489 | Time: 1915.9 ms [2021-12-02 17:31:34 main:581] : INFO : Epoch 1784 | loss: 0.0311347 | val_loss: 0.0311497 | Time: 1859.79 ms [2021-12-02 17:31:36 main:581] : INFO : Epoch 1785 | loss: 0.0311343 | val_loss: 0.0311517 | Time: 1873.59 ms [2021-12-02 17:31:38 main:581] : INFO : Epoch 1786 | loss: 0.0311345 | val_loss: 0.0311491 | Time: 1843.5 ms [2021-12-02 17:31:39 main:581] : INFO : Epoch 1787 | loss: 0.0311335 | val_loss: 0.0311474 | Time: 1845.74 ms [2021-12-02 17:31:41 main:581] : INFO : Epoch 1788 | loss: 0.0311308 | val_loss: 0.0311499 | Time: 1859.93 ms [2021-12-02 17:31:43 main:581] : INFO : Epoch 1789 | loss: 0.031132 | val_loss: 0.0311475 | Time: 1908.54 ms [2021-12-02 17:31:45 main:581] : INFO : Epoch 1790 | loss: 0.0311311 | val_loss: 0.0311475 | Time: 1894.4 ms [2021-12-02 17:31:47 main:581] : INFO : Epoch 1791 | loss: 0.0311306 | val_loss: 0.0311483 | Time: 1887.57 ms [2021-12-02 17:31:49 main:581] : INFO : Epoch 1792 | loss: 0.0311325 | val_loss: 0.0311485 | Time: 1905.23 ms [2021-12-02 17:31:51 main:581] : INFO : Epoch 1793 | loss: 0.0311302 | val_loss: 0.0311497 | Time: 1907.91 ms [2021-12-02 17:31:53 main:581] : INFO : Epoch 1794 | loss: 0.0311371 | val_loss: 0.031158 | Time: 1965.6 ms [2021-12-02 17:31:55 main:581] : INFO : Epoch 1795 | loss: 0.0311425 | val_loss: 0.0311582 | Time: 1894.27 ms [2021-12-02 17:31:56 main:581] : INFO : Epoch 1796 | loss: 0.0311443 | val_loss: 0.0311565 | Time: 1859.88 ms [2021-12-02 17:31:58 main:581] : INFO : Epoch 1797 | loss: 0.0311415 | val_loss: 0.0311501 | Time: 1877.63 ms [2021-12-02 17:32:00 main:581] : INFO : Epoch 1798 | loss: 0.031138 | val_loss: 0.0311483 | Time: 1913.09 ms [2021-12-02 17:32:02 main:581] : INFO : Epoch 1799 | loss: 0.0311364 | val_loss: 0.0311496 | Time: 1898.41 ms [2021-12-02 17:32:04 main:581] : INFO : Epoch 1800 | loss: 0.0311404 | val_loss: 0.0311531 | Time: 1913.7 ms [2021-12-02 17:32:06 main:581] : INFO : Epoch 1801 | loss: 0.0311366 | val_loss: 0.0311486 | Time: 1864.58 ms [2021-12-02 17:32:08 main:581] : INFO : Epoch 1802 | loss: 0.0311355 | val_loss: 0.0311507 | Time: 1912.51 ms [2021-12-02 17:32:10 main:581] : INFO : Epoch 1803 | loss: 0.0311385 | val_loss: 0.0311489 | Time: 1885.69 ms [2021-12-02 17:32:12 main:581] : INFO : Epoch 1804 | loss: 0.0311361 | val_loss: 0.0311492 | Time: 1896.28 ms [2021-12-02 17:32:14 main:581] : INFO : Epoch 1805 | loss: 0.031135 | val_loss: 0.0311511 | Time: 1873.87 ms [2021-12-02 17:32:15 main:581] : INFO : Epoch 1806 | loss: 0.0311366 | val_loss: 0.0311517 | Time: 1861.69 ms [2021-12-02 17:32:17 main:581] : INFO : Epoch 1807 | loss: 0.0311361 | val_loss: 0.0311512 | Time: 1841.91 ms [2021-12-02 17:32:19 main:581] : INFO : Epoch 1808 | loss: 0.0311334 | val_loss: 0.0311528 | Time: 1847.18 ms [2021-12-02 17:32:21 main:581] : INFO : Epoch 1809 | loss: 0.0311333 | val_loss: 0.0311519 | Time: 1842.43 ms [2021-12-02 17:32:23 main:581] : INFO : Epoch 1810 | loss: 0.031131 | val_loss: 0.0311495 | Time: 1856.96 ms [2021-12-02 17:32:25 main:581] : INFO : Epoch 1811 | loss: 0.0311315 | val_loss: 0.0311512 | Time: 1900.49 ms [2021-12-02 17:32:27 main:581] : INFO : Epoch 1812 | loss: 0.0311297 | val_loss: 0.0311528 | Time: 1848.59 ms [2021-12-02 17:32:28 main:581] : INFO : Epoch 1813 | loss: 0.0311321 | val_loss: 0.0311557 | Time: 1874.57 ms [2021-12-02 17:32:30 main:581] : INFO : Epoch 1814 | loss: 0.0311317 | val_loss: 0.0311594 | Time: 1881.64 ms [2021-12-02 17:32:32 main:581] : INFO : Epoch 1815 | loss: 0.0311367 | val_loss: 0.0311482 | Time: 1862.56 ms [2021-12-02 17:32:34 main:581] : INFO : Epoch 1816 | loss: 0.0311312 | val_loss: 0.0311491 | Time: 1852.18 ms [2021-12-02 17:32:36 main:581] : INFO : Epoch 1817 | loss: 0.0311311 | val_loss: 0.0311491 | Time: 1864.75 ms [2021-12-02 17:32:38 main:581] : INFO : Epoch 1818 | loss: 0.0311318 | val_loss: 0.03115 | Time: 1874.73 ms [2021-12-02 17:32:40 main:581] : INFO : Epoch 1819 | loss: 0.0311349 | val_loss: 0.0311529 | Time: 1861.19 ms [2021-12-02 17:32:41 main:581] : INFO : Epoch 1820 | loss: 0.0311312 | val_loss: 0.0311576 | Time: 1873.62 ms [2021-12-02 17:32:43 main:581] : INFO : Epoch 1821 | loss: 0.0311344 | val_loss: 0.0311524 | Time: 1890.15 ms [2021-12-02 17:32:45 main:581] : INFO : Epoch 1822 | loss: 0.0311311 | val_loss: 0.0311553 | Time: 1860.41 ms [2021-12-02 17:32:47 main:581] : INFO : Epoch 1823 | loss: 0.0311308 | val_loss: 0.0311541 | Time: 1878.3 ms [2021-12-02 17:32:49 main:581] : INFO : Epoch 1824 | loss: 0.0311282 | val_loss: 0.0311545 | Time: 1924.01 ms [2021-12-02 17:32:51 main:581] : INFO : Epoch 1825 | loss: 0.031132 | val_loss: 0.0311525 | Time: 1863.22 ms [2021-12-02 17:32:53 main:581] : INFO : Epoch 1826 | loss: 0.0311322 | val_loss: 0.031159 | Time: 1879.1 ms [2021-12-02 17:32:55 main:581] : INFO : Epoch 1827 | loss: 0.0311321 | val_loss: 0.031157 | Time: 1837.88 ms [2021-12-02 17:32:56 main:581] : INFO : Epoch 1828 | loss: 0.0311293 | val_loss: 0.0311523 | Time: 1827.94 ms [2021-12-02 17:32:58 main:581] : INFO : Epoch 1829 | loss: 0.0311285 | val_loss: 0.0311517 | Time: 1843.51 ms [2021-12-02 17:33:00 main:581] : INFO : Epoch 1830 | loss: 0.0311297 | val_loss: 0.0311573 | Time: 1879.46 ms [2021-12-02 17:33:02 main:581] : INFO : Epoch 1831 | loss: 0.0311315 | val_loss: 0.0311564 | Time: 1850.04 ms [2021-12-02 17:33:04 main:581] : INFO : Epoch 1832 | loss: 0.0311302 | val_loss: 0.0311532 | Time: 1897.06 ms [2021-12-02 17:33:06 main:581] : INFO : Epoch 1833 | loss: 0.0311302 | val_loss: 0.031154 | Time: 1869.26 ms [2021-12-02 17:33:08 main:581] : INFO : Epoch 1834 | loss: 0.0311314 | val_loss: 0.0311568 | Time: 1855.02 ms [2021-12-02 17:33:09 main:581] : INFO : Epoch 1835 | loss: 0.0311292 | val_loss: 0.0311515 | Time: 1890.74 ms [2021-12-02 17:33:11 main:581] : INFO : Epoch 1836 | loss: 0.0311261 | val_loss: 0.0311526 | Time: 1871.66 ms [2021-12-02 17:33:13 main:581] : INFO : Epoch 1837 | loss: 0.0311276 | val_loss: 0.0311569 | Time: 1983.94 ms [2021-12-02 17:33:15 main:581] : INFO : Epoch 1838 | loss: 0.0311298 | val_loss: 0.0311514 | Time: 1831.38 ms [2021-12-02 17:33:17 main:581] : INFO : Epoch 1839 | loss: 0.031127 | val_loss: 0.0311535 | Time: 1846.34 ms [2021-12-02 17:33:19 main:581] : INFO : Epoch 1840 | loss: 0.0311288 | val_loss: 0.0311564 | Time: 1841.19 ms [2021-12-02 17:33:21 main:581] : INFO : Epoch 1841 | loss: 0.0311282 | val_loss: 0.0311509 | Time: 1864.38 ms [2021-12-02 17:33:23 main:581] : INFO : Epoch 1842 | loss: 0.0311301 | val_loss: 0.0311541 | Time: 1834.58 ms [2021-12-02 17:33:24 main:581] : INFO : Epoch 1843 | loss: 0.0311393 | val_loss: 0.0311635 | Time: 1826.64 ms [2021-12-02 17:33:26 main:581] : INFO : Epoch 1844 | loss: 0.0311327 | val_loss: 0.0311541 | Time: 1887.69 ms [2021-12-02 17:33:28 main:581] : INFO : Epoch 1845 | loss: 0.0311294 | val_loss: 0.0311565 | Time: 1836.26 ms [2021-12-02 17:33:30 main:581] : INFO : Epoch 1846 | loss: 0.0311296 | val_loss: 0.0311517 | Time: 1866.9 ms [2021-12-02 17:33:32 main:581] : INFO : Epoch 1847 | loss: 0.0311301 | val_loss: 0.0311527 | Time: 1879.25 ms [2021-12-02 17:33:34 main:581] : INFO : Epoch 1848 | loss: 0.0311349 | val_loss: 0.0311503 | Time: 1943.92 ms [2021-12-02 17:33:36 main:581] : INFO : Epoch 1849 | loss: 0.0311335 | val_loss: 0.031148 | Time: 1909.36 ms [2021-12-02 17:33:38 main:581] : INFO : Epoch 1850 | loss: 0.0311342 | val_loss: 0.0311525 | Time: 1884.33 ms [2021-12-02 17:33:39 main:581] : INFO : Epoch 1851 | loss: 0.0311334 | val_loss: 0.0311489 | Time: 1852.34 ms [2021-12-02 17:33:41 main:581] : INFO : Epoch 1852 | loss: 0.0311303 | val_loss: 0.0311516 | Time: 1871.18 ms [2021-12-02 17:33:43 main:581] : INFO : Epoch 1853 | loss: 0.0311309 | val_loss: 0.0311516 | Time: 1845.49 ms [2021-12-02 17:33:45 main:581] : INFO : Epoch 1854 | loss: 0.0311328 | val_loss: 0.0311525 | Time: 1840.53 ms [2021-12-02 17:33:47 main:581] : INFO : Epoch 1855 | loss: 0.0311317 | val_loss: 0.0311513 | Time: 1858.64 ms [2021-12-02 17:33:49 main:581] : INFO : Epoch 1856 | loss: 0.0311326 | val_loss: 0.0311633 | Time: 1847.65 ms [2021-12-02 17:33:51 main:581] : INFO : Epoch 1857 | loss: 0.0311377 | val_loss: 0.0311521 | Time: 1833.78 ms [2021-12-02 17:33:52 main:581] : INFO : Epoch 1858 | loss: 0.0311368 | val_loss: 0.0311511 | Time: 1895.75 ms [2021-12-02 17:33:54 main:581] : INFO : Epoch 1859 | loss: 0.0311347 | val_loss: 0.031149 | Time: 1871.95 ms [2021-12-02 17:33:56 main:581] : INFO : Epoch 1860 | loss: 0.0311352 | val_loss: 0.0311523 | Time: 1869.53 ms [2021-12-02 17:33:58 main:581] : INFO : Epoch 1861 | loss: 0.031133 | val_loss: 0.0311508 | Time: 1893.9 ms [2021-12-02 17:34:00 main:581] : INFO : Epoch 1862 | loss: 0.0311331 | val_loss: 0.0311499 | Time: 1894.86 ms [2021-12-02 17:34:02 main:581] : INFO : Epoch 1863 | loss: 0.0311306 | val_loss: 0.0311476 | Time: 1840.38 ms [2021-12-02 17:34:04 main:581] : INFO : Epoch 1864 | loss: 0.0311325 | val_loss: 0.0311517 | Time: 1891.54 ms [2021-12-02 17:34:06 main:581] : INFO : Epoch 1865 | loss: 0.031131 | val_loss: 0.0311522 | Time: 1861.19 ms [2021-12-02 17:34:07 main:581] : INFO : Epoch 1866 | loss: 0.0311331 | val_loss: 0.031156 | Time: 1838.49 ms [2021-12-02 17:34:09 main:581] : INFO : Epoch 1867 | loss: 0.03113 | val_loss: 0.0311506 | Time: 1952.75 ms [2021-12-02 17:34:11 main:581] : INFO : Epoch 1868 | loss: 0.0311272 | val_loss: 0.0311499 | Time: 1854.49 ms [2021-12-02 17:34:13 main:581] : INFO : Epoch 1869 | loss: 0.0311281 | val_loss: 0.0311495 | Time: 1863.82 ms [2021-12-02 17:34:15 main:581] : INFO : Epoch 1870 | loss: 0.031129 | val_loss: 0.0311574 | Time: 1909.5 ms [2021-12-02 17:34:17 main:581] : INFO : Epoch 1871 | loss: 0.0311293 | val_loss: 0.0311529 | Time: 1857.85 ms [2021-12-02 17:34:19 main:581] : INFO : Epoch 1872 | loss: 0.0311262 | val_loss: 0.0311512 | Time: 1885.18 ms [2021-12-02 17:34:21 main:581] : INFO : Epoch 1873 | loss: 0.031125 | val_loss: 0.0311543 | Time: 1930.96 ms [2021-12-02 17:34:23 main:581] : INFO : Epoch 1874 | loss: 0.0311279 | val_loss: 0.0311526 | Time: 1857.18 ms [2021-12-02 17:34:24 main:581] : INFO : Epoch 1875 | loss: 0.0311276 | val_loss: 0.031154 | Time: 1898.02 ms [2021-12-02 17:34:26 main:581] : INFO : Epoch 1876 | loss: 0.031125 | val_loss: 0.0311521 | Time: 1876.78 ms [2021-12-02 17:34:28 main:581] : INFO : Epoch 1877 | loss: 0.0311273 | val_loss: 0.0311505 | Time: 1868.68 ms [2021-12-02 17:34:30 main:581] : INFO : Epoch 1878 | loss: 0.0311286 | val_loss: 0.0311551 | Time: 1867.64 ms [2021-12-02 17:34:32 main:581] : INFO : Epoch 1879 | loss: 0.0311295 | val_loss: 0.0311557 | Time: 1886.02 ms [2021-12-02 17:34:34 main:581] : INFO : Epoch 1880 | loss: 0.0311272 | val_loss: 0.0311516 | Time: 1867.1 ms [2021-12-02 17:34:36 main:581] : INFO : Epoch 1881 | loss: 0.0311256 | val_loss: 0.0311533 | Time: 1895.91 ms [2021-12-02 17:34:38 main:581] : INFO : Epoch 1882 | loss: 0.0311261 | val_loss: 0.0311532 | Time: 1856.7 ms [2021-12-02 17:34:39 main:581] : INFO : Epoch 1883 | loss: 0.0311303 | val_loss: 0.0311513 | Time: 1861.19 ms [2021-12-02 17:34:41 main:581] : INFO : Epoch 1884 | loss: 0.0311304 | val_loss: 0.0311485 | Time: 1837.19 ms [2021-12-02 17:34:43 main:581] : INFO : Epoch 1885 | loss: 0.0311294 | val_loss: 0.0311507 | Time: 1839.45 ms [2021-12-02 17:34:45 main:581] : INFO : Epoch 1886 | loss: 0.0311291 | val_loss: 0.0311537 | Time: 1861.64 ms [2021-12-02 17:34:47 main:581] : INFO : Epoch 1887 | loss: 0.0311287 | val_loss: 0.0311509 | Time: 1840.2 ms [2021-12-02 17:34:49 main:581] : INFO : Epoch 1888 | loss: 0.0311345 | val_loss: 0.031154 | Time: 1860.93 ms [2021-12-02 17:34:50 main:581] : INFO : Epoch 1889 | loss: 0.0311345 | val_loss: 0.0311522 | Time: 1811.5 ms [2021-12-02 17:34:52 main:581] : INFO : Epoch 1890 | loss: 0.0311296 | val_loss: 0.031154 | Time: 1907.58 ms [2021-12-02 17:34:54 main:581] : INFO : Epoch 1891 | loss: 0.0311303 | val_loss: 0.0311567 | Time: 1863.68 ms [2021-12-02 17:34:56 main:581] : INFO : Epoch 1892 | loss: 0.0311299 | val_loss: 0.0311528 | Time: 1872.22 ms [2021-12-02 17:34:58 main:581] : INFO : Epoch 1893 | loss: 0.0311282 | val_loss: 0.0311548 | Time: 1847.46 ms [2021-12-02 17:35:00 main:581] : INFO : Epoch 1894 | loss: 0.0311269 | val_loss: 0.0311535 | Time: 1901.73 ms [2021-12-02 17:35:02 main:581] : INFO : Epoch 1895 | loss: 0.0311284 | val_loss: 0.0311533 | Time: 1834.6 ms [2021-12-02 17:35:04 main:581] : INFO : Epoch 1896 | loss: 0.0311281 | val_loss: 0.0311536 | Time: 1837.69 ms [2021-12-02 17:35:05 main:581] : INFO : Epoch 1897 | loss: 0.0311312 | val_loss: 0.0311539 | Time: 1846.7 ms [2021-12-02 17:35:07 main:581] : INFO : Epoch 1898 | loss: 0.0311316 | val_loss: 0.0311536 | Time: 1856.53 ms [2021-12-02 17:35:09 main:581] : INFO : Epoch 1899 | loss: 0.0311307 | val_loss: 0.031151 | Time: 1840.91 ms [2021-12-02 17:35:11 main:581] : INFO : Epoch 1900 | loss: 0.0311316 | val_loss: 0.0311537 | Time: 1870.45 ms [2021-12-02 17:35:13 main:581] : INFO : Epoch 1901 | loss: 0.0311307 | val_loss: 0.031153 | Time: 1836.98 ms [2021-12-02 17:35:15 main:581] : INFO : Epoch 1902 | loss: 0.0311291 | val_loss: 0.0311551 | Time: 1855.64 ms [2021-12-02 17:35:16 main:581] : INFO : Epoch 1903 | loss: 0.0311287 | val_loss: 0.0311621 | Time: 1847.59 ms [2021-12-02 17:35:18 main:581] : INFO : Epoch 1904 | loss: 0.0311312 | val_loss: 0.0311532 | Time: 1849.9 ms [2021-12-02 17:35:20 main:581] : INFO : Epoch 1905 | loss: 0.0311298 | val_loss: 0.0311591 | Time: 1855.03 ms [2021-12-02 17:35:22 main:581] : INFO : Epoch 1906 | loss: 0.0311286 | val_loss: 0.0311503 | Time: 1862.05 ms [2021-12-02 17:35:24 main:581] : INFO : Epoch 1907 | loss: 0.0311297 | val_loss: 0.0311526 | Time: 1882.42 ms [2021-12-02 17:35:26 main:581] : INFO : Epoch 1908 | loss: 0.0311315 | val_loss: 0.0311519 | Time: 1884.3 ms [2021-12-02 17:35:28 main:581] : INFO : Epoch 1909 | loss: 0.0311362 | val_loss: 0.0311544 | Time: 1881.91 ms [2021-12-02 17:35:30 main:581] : INFO : Epoch 1910 | loss: 0.0311306 | val_loss: 0.0311537 | Time: 1845.43 ms [2021-12-02 17:35:31 main:581] : INFO : Epoch 1911 | loss: 0.0311276 | val_loss: 0.0311517 | Time: 1850.03 ms [2021-12-02 17:35:33 main:581] : INFO : Epoch 1912 | loss: 0.0311278 | val_loss: 0.0311553 | Time: 1883.13 ms [2021-12-02 17:35:35 main:581] : INFO : Epoch 1913 | loss: 0.0311276 | val_loss: 0.0311524 | Time: 1844.84 ms [2021-12-02 17:35:37 main:581] : INFO : Epoch 1914 | loss: 0.0311351 | val_loss: 0.0311513 | Time: 1874.69 ms [2021-12-02 17:35:39 main:581] : INFO : Epoch 1915 | loss: 0.0311328 | val_loss: 0.0311641 | Time: 1868.37 ms [2021-12-02 17:35:41 main:581] : INFO : Epoch 1916 | loss: 0.031137 | val_loss: 0.0311615 | Time: 1888.28 ms [2021-12-02 17:35:43 main:581] : INFO : Epoch 1917 | loss: 0.031133 | val_loss: 0.0311512 | Time: 1873.7 ms [2021-12-02 17:35:44 main:581] : INFO : Epoch 1918 | loss: 0.0311321 | val_loss: 0.0311509 | Time: 1836.95 ms [2021-12-02 17:35:46 main:581] : INFO : Epoch 1919 | loss: 0.0311322 | val_loss: 0.0311513 | Time: 1868.05 ms [2021-12-02 17:35:48 main:581] : INFO : Epoch 1920 | loss: 0.0311282 | val_loss: 0.0311482 | Time: 1911.79 ms [2021-12-02 17:35:50 main:581] : INFO : Epoch 1921 | loss: 0.0311282 | val_loss: 0.0311498 | Time: 1906.71 ms [2021-12-02 17:35:52 main:581] : INFO : Epoch 1922 | loss: 0.0311258 | val_loss: 0.0311564 | Time: 1890.67 ms [2021-12-02 17:35:54 main:581] : INFO : Epoch 1923 | loss: 0.0311276 | val_loss: 0.0311506 | Time: 1883.91 ms [2021-12-02 17:35:56 main:581] : INFO : Epoch 1924 | loss: 0.0311259 | val_loss: 0.0311545 | Time: 1873.46 ms [2021-12-02 17:35:58 main:581] : INFO : Epoch 1925 | loss: 0.0311258 | val_loss: 0.0311519 | Time: 1866.96 ms [2021-12-02 17:36:00 main:581] : INFO : Epoch 1926 | loss: 0.031125 | val_loss: 0.0311503 | Time: 1899.03 ms [2021-12-02 17:36:01 main:581] : INFO : Epoch 1927 | loss: 0.0311233 | val_loss: 0.0311573 | Time: 1847.95 ms [2021-12-02 17:36:03 main:581] : INFO : Epoch 1928 | loss: 0.0311263 | val_loss: 0.031155 | Time: 1848.77 ms [2021-12-02 17:36:05 main:581] : INFO : Epoch 1929 | loss: 0.0311269 | val_loss: 0.031151 | Time: 1837.64 ms [2021-12-02 17:36:07 main:581] : INFO : Epoch 1930 | loss: 0.0311246 | val_loss: 0.0311475 | Time: 1837.53 ms [2021-12-02 17:36:09 main:581] : INFO : Epoch 1931 | loss: 0.0311256 | val_loss: 0.0311525 | Time: 1840.91 ms [2021-12-02 17:36:11 main:581] : INFO : Epoch 1932 | loss: 0.0311277 | val_loss: 0.0311527 | Time: 1874.03 ms [2021-12-02 17:36:13 main:581] : INFO : Epoch 1933 | loss: 0.0311269 | val_loss: 0.0311484 | Time: 1851.21 ms [2021-12-02 17:36:14 main:581] : INFO : Epoch 1934 | loss: 0.0311246 | val_loss: 0.0311518 | Time: 1858.78 ms [2021-12-02 17:36:16 main:581] : INFO : Epoch 1935 | loss: 0.0311236 | val_loss: 0.0311531 | Time: 1839.08 ms [2021-12-02 17:36:18 main:581] : INFO : Epoch 1936 | loss: 0.0311282 | val_loss: 0.0311566 | Time: 1892.83 ms [2021-12-02 17:36:20 main:581] : INFO : Epoch 1937 | loss: 0.0311259 | val_loss: 0.0311539 | Time: 1919.44 ms [2021-12-02 17:36:22 main:581] : INFO : Epoch 1938 | loss: 0.0311238 | val_loss: 0.0311515 | Time: 1855.79 ms [2021-12-02 17:36:24 main:581] : INFO : Epoch 1939 | loss: 0.0311298 | val_loss: 0.031161 | Time: 1855.53 ms [2021-12-02 17:36:26 main:581] : INFO : Epoch 1940 | loss: 0.0311379 | val_loss: 0.0311486 | Time: 1881.75 ms [2021-12-02 17:36:27 main:581] : INFO : Epoch 1941 | loss: 0.0311336 | val_loss: 0.0311476 | Time: 1855.24 ms [2021-12-02 17:36:29 main:581] : INFO : Epoch 1942 | loss: 0.0311377 | val_loss: 0.0311496 | Time: 1909.53 ms [2021-12-02 17:36:31 main:581] : INFO : Epoch 1943 | loss: 0.0311493 | val_loss: 0.0311612 | Time: 1867.78 ms [2021-12-02 17:36:33 main:581] : INFO : Epoch 1944 | loss: 0.031156 | val_loss: 0.0311579 | Time: 1934.35 ms [2021-12-02 17:36:35 main:581] : INFO : Epoch 1945 | loss: 0.0311521 | val_loss: 0.0311535 | Time: 1906.6 ms [2021-12-02 17:36:37 main:581] : INFO : Epoch 1946 | loss: 0.0311514 | val_loss: 0.0311531 | Time: 1895.45 ms [2021-12-02 17:36:39 main:581] : INFO : Epoch 1947 | loss: 0.0311479 | val_loss: 0.031152 | Time: 1871.38 ms [2021-12-02 17:36:41 main:581] : INFO : Epoch 1948 | loss: 0.031148 | val_loss: 0.0311532 | Time: 1894.33 ms [2021-12-02 17:36:43 main:581] : INFO : Epoch 1949 | loss: 0.0311443 | val_loss: 0.0311526 | Time: 1873.28 ms [2021-12-02 17:36:45 main:581] : INFO : Epoch 1950 | loss: 0.0311418 | val_loss: 0.0311507 | Time: 1882.04 ms [2021-12-02 17:36:46 main:581] : INFO : Epoch 1951 | loss: 0.03114 | val_loss: 0.031152 | Time: 1881.97 ms [2021-12-02 17:36:48 main:581] : INFO : Epoch 1952 | loss: 0.0311377 | val_loss: 0.0311539 | Time: 1858.2 ms [2021-12-02 17:36:50 main:581] : INFO : Epoch 1953 | loss: 0.0311384 | val_loss: 0.0311522 | Time: 1863.19 ms [2021-12-02 17:36:52 main:581] : INFO : Epoch 1954 | loss: 0.0311394 | val_loss: 0.0311517 | Time: 1839.68 ms [2021-12-02 17:36:54 main:581] : INFO : Epoch 1955 | loss: 0.0311385 | val_loss: 0.031152 | Time: 1878.14 ms [2021-12-02 17:36:56 main:581] : INFO : Epoch 1956 | loss: 0.0311411 | val_loss: 0.031152 | Time: 1834.98 ms [2021-12-02 17:36:57 main:581] : INFO : Epoch 1957 | loss: 0.0311394 | val_loss: 0.0311565 | Time: 1829.87 ms [2021-12-02 17:36:59 main:581] : INFO : Epoch 1958 | loss: 0.0311396 | val_loss: 0.0311545 | Time: 1865.48 ms [2021-12-02 17:37:01 main:581] : INFO : Epoch 1959 | loss: 0.0311381 | val_loss: 0.0311539 | Time: 1854.02 ms [2021-12-02 17:37:03 main:581] : INFO : Epoch 1960 | loss: 0.0311468 | val_loss: 0.0311572 | Time: 1926.18 ms [2021-12-02 17:37:05 main:581] : INFO : Epoch 1961 | loss: 0.0311441 | val_loss: 0.0311533 | Time: 1894.83 ms [2021-12-02 17:37:07 main:581] : INFO : Epoch 1962 | loss: 0.0311353 | val_loss: 0.0311577 | Time: 1896.2 ms [2021-12-02 17:37:09 main:581] : INFO : Epoch 1963 | loss: 0.0311333 | val_loss: 0.0311528 | Time: 1882.19 ms [2021-12-02 17:37:11 main:581] : INFO : Epoch 1964 | loss: 0.0311376 | val_loss: 0.031153 | Time: 1869.08 ms [2021-12-02 17:37:13 main:581] : INFO : Epoch 1965 | loss: 0.0311364 | val_loss: 0.0311543 | Time: 1923.34 ms [2021-12-02 17:37:15 main:581] : INFO : Epoch 1966 | loss: 0.0311329 | val_loss: 0.0311513 | Time: 1901.5 ms [2021-12-02 17:37:16 main:581] : INFO : Epoch 1967 | loss: 0.0311331 | val_loss: 0.0311513 | Time: 1891.94 ms [2021-12-02 17:37:18 main:581] : INFO : Epoch 1968 | loss: 0.0311323 | val_loss: 0.0311489 | Time: 1863.11 ms [2021-12-02 17:37:20 main:581] : INFO : Epoch 1969 | loss: 0.031133 | val_loss: 0.0311524 | Time: 1890.01 ms [2021-12-02 17:37:22 main:581] : INFO : Epoch 1970 | loss: 0.0311333 | val_loss: 0.0311497 | Time: 1860.91 ms [2021-12-02 17:37:24 main:581] : INFO : Epoch 1971 | loss: 0.0311319 | val_loss: 0.0311489 | Time: 1915.03 ms [2021-12-02 17:37:26 main:581] : INFO : Epoch 1972 | loss: 0.0311335 | val_loss: 0.0311502 | Time: 1858.16 ms [2021-12-02 17:37:28 main:581] : INFO : Epoch 1973 | loss: 0.0311308 | val_loss: 0.0311496 | Time: 1831.22 ms [2021-12-02 17:37:30 main:581] : INFO : Epoch 1974 | loss: 0.0311316 | val_loss: 0.0311533 | Time: 1937.87 ms [2021-12-02 17:37:31 main:581] : INFO : Epoch 1975 | loss: 0.0311314 | val_loss: 0.0311492 | Time: 1872.96 ms [2021-12-02 17:37:33 main:581] : INFO : Epoch 1976 | loss: 0.0311297 | val_loss: 0.0311507 | Time: 1911.38 ms [2021-12-02 17:37:35 main:581] : INFO : Epoch 1977 | loss: 0.0311291 | val_loss: 0.0311563 | Time: 1845.16 ms [2021-12-02 17:37:37 main:581] : INFO : Epoch 1978 | loss: 0.0311285 | val_loss: 0.0311527 | Time: 1892.62 ms [2021-12-02 17:37:39 main:581] : INFO : Epoch 1979 | loss: 0.0311279 | val_loss: 0.031154 | Time: 1924.92 ms [2021-12-02 17:37:41 main:581] : INFO : Epoch 1980 | loss: 0.0311301 | val_loss: 0.0311506 | Time: 1898.44 ms [2021-12-02 17:37:43 main:581] : INFO : Epoch 1981 | loss: 0.0311301 | val_loss: 0.0311589 | Time: 1848.32 ms [2021-12-02 17:37:45 main:581] : INFO : Epoch 1982 | loss: 0.0311363 | val_loss: 0.0311624 | Time: 1845.95 ms [2021-12-02 17:37:46 main:581] : INFO : Epoch 1983 | loss: 0.0311321 | val_loss: 0.0311583 | Time: 1844.69 ms [2021-12-02 17:37:48 main:581] : INFO : Epoch 1984 | loss: 0.0311367 | val_loss: 0.0311544 | Time: 1859.42 ms [2021-12-02 17:37:50 main:581] : INFO : Epoch 1985 | loss: 0.0311331 | val_loss: 0.0311491 | Time: 1865.38 ms [2021-12-02 17:37:52 main:581] : INFO : Epoch 1986 | loss: 0.0311302 | val_loss: 0.0311514 | Time: 1866.99 ms [2021-12-02 17:37:54 main:581] : INFO : Epoch 1987 | loss: 0.0311301 | val_loss: 0.0311504 | Time: 1894.77 ms [2021-12-02 17:37:56 main:581] : INFO : Epoch 1988 | loss: 0.0311283 | val_loss: 0.0311514 | Time: 1858.59 ms [2021-12-02 17:37:58 main:581] : INFO : Epoch 1989 | loss: 0.0311274 | val_loss: 0.031149 | Time: 1908.72 ms [2021-12-02 17:38:00 main:581] : INFO : Epoch 1990 | loss: 0.0311267 | val_loss: 0.0311571 | Time: 1887.77 ms [2021-12-02 17:38:01 main:581] : INFO : Epoch 1991 | loss: 0.0311266 | val_loss: 0.0311555 | Time: 1872.68 ms [2021-12-02 17:38:03 main:581] : INFO : Epoch 1992 | loss: 0.0311261 | val_loss: 0.0311508 | Time: 1852.86 ms [2021-12-02 17:38:05 main:581] : INFO : Epoch 1993 | loss: 0.0311269 | val_loss: 0.0311529 | Time: 1848.24 ms [2021-12-02 17:38:07 main:581] : INFO : Epoch 1994 | loss: 0.0311279 | val_loss: 0.0311562 | Time: 1867.51 ms [2021-12-02 17:38:09 main:581] : INFO : Epoch 1995 | loss: 0.0311298 | val_loss: 0.031159 | Time: 1857.09 ms [2021-12-02 17:38:11 main:581] : INFO : Epoch 1996 | loss: 0.0311292 | val_loss: 0.0311521 | Time: 1874.57 ms [2021-12-02 17:38:13 main:581] : INFO : Epoch 1997 | loss: 0.0311271 | val_loss: 0.0311567 | Time: 1886.86 ms [2021-12-02 17:38:15 main:581] : INFO : Epoch 1998 | loss: 0.0311258 | val_loss: 0.0311519 | Time: 1852.67 ms [2021-12-02 17:38:16 main:581] : INFO : Epoch 1999 | loss: 0.0311248 | val_loss: 0.0311526 | Time: 1869.93 ms [2021-12-02 17:38:18 main:581] : INFO : Epoch 2000 | loss: 0.0311243 | val_loss: 0.0311553 | Time: 1841.16 ms [2021-12-02 17:38:20 main:581] : INFO : Epoch 2001 | loss: 0.0311265 | val_loss: 0.0311527 | Time: 1903.9 ms [2021-12-02 17:38:22 main:581] : INFO : Epoch 2002 | loss: 0.0311295 | val_loss: 0.0311518 | Time: 1873.37 ms [2021-12-02 17:38:24 main:581] : INFO : Epoch 2003 | loss: 0.0311247 | val_loss: 0.0311536 | Time: 1911.66 ms [2021-12-02 17:38:26 main:581] : INFO : Epoch 2004 | loss: 0.0311228 | val_loss: 0.0311521 | Time: 1839.97 ms [2021-12-02 17:38:28 main:581] : INFO : Epoch 2005 | loss: 0.0311268 | val_loss: 0.0311529 | Time: 1866.87 ms [2021-12-02 17:38:29 main:581] : INFO : Epoch 2006 | loss: 0.031128 | val_loss: 0.0311537 | Time: 1877.76 ms [2021-12-02 17:38:31 main:581] : INFO : Epoch 2007 | loss: 0.0311304 | val_loss: 0.0311517 | Time: 1847.37 ms [2021-12-02 17:38:33 main:581] : INFO : Epoch 2008 | loss: 0.031127 | val_loss: 0.0311498 | Time: 1860.11 ms [2021-12-02 17:38:35 main:581] : INFO : Epoch 2009 | loss: 0.0311286 | val_loss: 0.0311493 | Time: 1886.95 ms [2021-12-02 17:38:37 main:581] : INFO : Epoch 2010 | loss: 0.0311296 | val_loss: 0.0311552 | Time: 1886.25 ms [2021-12-02 17:38:39 main:581] : INFO : Epoch 2011 | loss: 0.0311322 | val_loss: 0.0311522 | Time: 1854.91 ms [2021-12-02 17:38:41 main:581] : INFO : Epoch 2012 | loss: 0.0311303 | val_loss: 0.0311565 | Time: 1900.76 ms [2021-12-02 17:38:43 main:581] : INFO : Epoch 2013 | loss: 0.0311295 | val_loss: 0.0311558 | Time: 1922.39 ms [2021-12-02 17:38:45 main:581] : INFO : Epoch 2014 | loss: 0.0311307 | val_loss: 0.0311591 | Time: 1952.97 ms [2021-12-02 17:38:46 main:581] : INFO : Epoch 2015 | loss: 0.0311347 | val_loss: 0.0311791 | Time: 1837.21 ms [2021-12-02 17:38:48 main:581] : INFO : Epoch 2016 | loss: 0.0311379 | val_loss: 0.0311528 | Time: 1909.86 ms [2021-12-02 17:38:50 main:581] : INFO : Epoch 2017 | loss: 0.03113 | val_loss: 0.0311496 | Time: 1903.36 ms [2021-12-02 17:38:52 main:581] : INFO : Epoch 2018 | loss: 0.0311276 | val_loss: 0.0311545 | Time: 1866.41 ms [2021-12-02 17:38:54 main:581] : INFO : Epoch 2019 | loss: 0.0311259 | val_loss: 0.0311513 | Time: 1846.23 ms [2021-12-02 17:38:56 main:581] : INFO : Epoch 2020 | loss: 0.031127 | val_loss: 0.03115 | Time: 1861.9 ms [2021-12-02 17:38:58 main:581] : INFO : Epoch 2021 | loss: 0.0311265 | val_loss: 0.0311463 | Time: 1843.13 ms [2021-12-02 17:39:00 main:581] : INFO : Epoch 2022 | loss: 0.031125 | val_loss: 0.0311496 | Time: 1904.5 ms [2021-12-02 17:39:01 main:581] : INFO : Epoch 2023 | loss: 0.0311277 | val_loss: 0.0311513 | Time: 1902.7 ms [2021-12-02 17:39:03 main:581] : INFO : Epoch 2024 | loss: 0.0311326 | val_loss: 0.0311585 | Time: 1843.23 ms [2021-12-02 17:39:05 main:581] : INFO : Epoch 2025 | loss: 0.0311335 | val_loss: 0.0311505 | Time: 1875.41 ms [2021-12-02 17:39:07 main:581] : INFO : Epoch 2026 | loss: 0.0311325 | val_loss: 0.0311503 | Time: 1877.54 ms [2021-12-02 17:39:09 main:581] : INFO : Epoch 2027 | loss: 0.0311289 | val_loss: 0.0311512 | Time: 1871.37 ms [2021-12-02 17:39:11 main:581] : INFO : Epoch 2028 | loss: 0.0311274 | val_loss: 0.031149 | Time: 1859.12 ms [2021-12-02 17:39:13 main:581] : INFO : Epoch 2029 | loss: 0.0311249 | val_loss: 0.0311493 | Time: 1866.59 ms [2021-12-02 17:39:15 main:581] : INFO : Epoch 2030 | loss: 0.0311246 | val_loss: 0.0311498 | Time: 1838.84 ms [2021-12-02 17:39:16 main:581] : INFO : Epoch 2031 | loss: 0.0311258 | val_loss: 0.0311477 | Time: 1843.13 ms [2021-12-02 17:39:18 main:581] : INFO : Epoch 2032 | loss: 0.0311246 | val_loss: 0.0311485 | Time: 1969.53 ms [2021-12-02 17:39:20 main:581] : INFO : Epoch 2033 | loss: 0.0311234 | val_loss: 0.0311474 | Time: 1870.28 ms [2021-12-02 17:39:22 main:581] : INFO : Epoch 2034 | loss: 0.031126 | val_loss: 0.0311516 | Time: 1840.68 ms [2021-12-02 17:39:24 main:581] : INFO : Epoch 2035 | loss: 0.0311362 | val_loss: 0.0311505 | Time: 1856.15 ms [2021-12-02 17:39:26 main:581] : INFO : Epoch 2036 | loss: 0.0311317 | val_loss: 0.0311584 | Time: 1838.23 ms [2021-12-02 17:39:28 main:581] : INFO : Epoch 2037 | loss: 0.0311302 | val_loss: 0.0311498 | Time: 1827.88 ms [2021-12-02 17:39:29 main:581] : INFO : Epoch 2038 | loss: 0.031126 | val_loss: 0.0311507 | Time: 1875.43 ms [2021-12-02 17:39:31 main:581] : INFO : Epoch 2039 | loss: 0.0311247 | val_loss: 0.0311497 | Time: 1864.93 ms [2021-12-02 17:39:33 main:581] : INFO : Epoch 2040 | loss: 0.0311241 | val_loss: 0.0311479 | Time: 1857.21 ms [2021-12-02 17:39:35 main:581] : INFO : Epoch 2041 | loss: 0.0311233 | val_loss: 0.0311547 | Time: 1877.26 ms [2021-12-02 17:39:37 main:581] : INFO : Epoch 2042 | loss: 0.0311243 | val_loss: 0.0311516 | Time: 1894.46 ms [2021-12-02 17:39:39 main:581] : INFO : Epoch 2043 | loss: 0.0311254 | val_loss: 0.0311522 | Time: 1884.03 ms [2021-12-02 17:39:41 main:581] : INFO : Epoch 2044 | loss: 0.0311249 | val_loss: 0.0311511 | Time: 1901.02 ms [2021-12-02 17:39:43 main:581] : INFO : Epoch 2045 | loss: 0.0311242 | val_loss: 0.0311518 | Time: 1857.13 ms [2021-12-02 17:39:44 main:581] : INFO : Epoch 2046 | loss: 0.0311225 | val_loss: 0.0311493 | Time: 1849.99 ms [2021-12-02 17:39:46 main:581] : INFO : Epoch 2047 | loss: 0.0311209 | val_loss: 0.03115 | Time: 1854.62 ms [2021-12-02 17:39:48 main:581] : INFO : Epoch 2048 | loss: 0.0311213 | val_loss: 0.0311496 | Time: 1918.95 ms [2021-12-02 17:39:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311496 [2021-12-02 17:39:48 main:610] : INFO : Saving end state to config to file [2021-12-02 17:39:48 main:615] : INFO : Success, exiting.. 17:39:48 (14207): 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)