Task 4359747
| Name | ParityMachine-1613190031-1955-1_1 |
| Workunit | 2285196 |
| Created | 9 Mar 2021, 18:00:48 UTC |
| Sent | 9 Mar 2021, 18:58:22 UTC |
| Report deadline | 16 Mar 2021, 18:58:22 UTC |
| Received | 12 Mar 2021, 16:08:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 57 min 58 sec |
| CPU time | 56 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311598 | val_loss: 0.0311701 | Time: 1890.01 ms
[2021-03-12 16:53:08 main:574] : INFO : Epoch 1543 | loss: 0.0311571 | val_loss: 0.0311728 | Time: 1611.53 ms
[2021-03-12 16:53:09 main:574] : INFO : Epoch 1544 | loss: 0.031156 | val_loss: 0.0311677 | Time: 1686.98 ms
[2021-03-12 16:53:11 main:574] : INFO : Epoch 1545 | loss: 0.0311559 | val_loss: 0.0311676 | Time: 1927.38 ms
[2021-03-12 16:53:13 main:574] : INFO : Epoch 1546 | loss: 0.0311547 | val_loss: 0.0311676 | Time: 1843.62 ms
[2021-03-12 16:53:15 main:574] : INFO : Epoch 1547 | loss: 0.0311571 | val_loss: 0.0311676 | Time: 1885.56 ms
[2021-03-12 16:53:17 main:574] : INFO : Epoch 1548 | loss: 0.031158 | val_loss: 0.0311678 | Time: 1875.97 ms
[2021-03-12 16:53:19 main:574] : INFO : Epoch 1549 | loss: 0.0311569 | val_loss: 0.0311674 | Time: 1508.76 ms
[2021-03-12 16:53:20 main:574] : INFO : Epoch 1550 | loss: 0.0311562 | val_loss: 0.0311679 | Time: 1802.07 ms
[2021-03-12 16:53:22 main:574] : INFO : Epoch 1551 | loss: 0.0311559 | val_loss: 0.0311718 | Time: 1919.35 ms
[2021-03-12 16:53:24 main:574] : INFO : Epoch 1552 | loss: 0.0311551 | val_loss: 0.031174 | Time: 1862.46 ms
[2021-03-12 16:53:26 main:574] : INFO : Epoch 1553 | loss: 0.031156 | val_loss: 0.0311693 | Time: 1925 ms
[2021-03-12 16:53:28 main:574] : INFO : Epoch 1554 | loss: 0.0311558 | val_loss: 0.0311678 | Time: 1645.85 ms
[2021-03-12 16:53:29 main:574] : INFO : Epoch 1555 | loss: 0.0311532 | val_loss: 0.0311665 | Time: 1594.38 ms
[2021-03-12 16:53:31 main:574] : INFO : Epoch 1556 | loss: 0.0311558 | val_loss: 0.0311705 | Time: 1897.17 ms
[2021-03-12 16:53:33 main:574] : INFO : Epoch 1557 | loss: 0.0311557 | val_loss: 0.0311688 | Time: 1960.95 ms
[2021-03-12 16:53:35 main:574] : INFO : Epoch 1558 | loss: 0.031156 | val_loss: 0.0311699 | Time: 1839.11 ms
[2021-03-12 16:53:37 main:574] : INFO : Epoch 1559 | loss: 0.0311576 | val_loss: 0.0311686 | Time: 1910.88 ms
[2021-03-12 16:53:38 main:574] : INFO : Epoch 1560 | loss: 0.0311563 | val_loss: 0.0311672 | Time: 1511.91 ms
[2021-03-12 16:53:40 main:574] : INFO : Epoch 1561 | loss: 0.0311551 | val_loss: 0.0311682 | Time: 1867.92 ms
[2021-03-12 16:53:42 main:574] : INFO : Epoch 1562 | loss: 0.0311568 | val_loss: 0.0311662 | Time: 1820.6 ms
[2021-03-12 16:53:44 main:574] : INFO : Epoch 1563 | loss: 0.031154 | val_loss: 0.0311677 | Time: 1881.81 ms
[2021-03-12 16:53:46 main:574] : INFO : Epoch 1564 | loss: 0.0311542 | val_loss: 0.031176 | Time: 1882.54 ms
[2021-03-12 16:53:48 main:574] : INFO : Epoch 1565 | loss: 0.0311543 | val_loss: 0.0311685 | Time: 1685.3 ms
[2021-03-12 16:53:49 main:574] : INFO : Epoch 1566 | loss: 0.0311522 | val_loss: 0.0311687 | Time: 1608.04 ms
[2021-03-12 16:53:51 main:574] : INFO : Epoch 1567 | loss: 0.0311523 | val_loss: 0.0311751 | Time: 1838.15 ms
[2021-03-12 16:53:53 main:574] : INFO : Epoch 1568 | loss: 0.0311547 | val_loss: 0.0311743 | Time: 1868.2 ms
[2021-03-12 16:53:55 main:574] : INFO : Epoch 1569 | loss: 0.0311552 | val_loss: 0.0311661 | Time: 1882.53 ms
[2021-03-12 16:53:57 main:574] : INFO : Epoch 1570 | loss: 0.0311516 | val_loss: 0.0311666 | Time: 1835.43 ms
[2021-03-12 16:53:58 main:574] : INFO : Epoch 1571 | loss: 0.0311502 | val_loss: 0.0311691 | Time: 1538.94 ms
[2021-03-12 16:54:00 main:574] : INFO : Epoch 1572 | loss: 0.0311513 | val_loss: 0.0311691 | Time: 1823.75 ms
[2021-03-12 16:54:02 main:574] : INFO : Epoch 1573 | loss: 0.0311503 | val_loss: 0.0311744 | Time: 1937.43 ms
[2021-03-12 16:54:04 main:574] : INFO : Epoch 1574 | loss: 0.0311506 | val_loss: 0.0311672 | Time: 1877.38 ms
[2021-03-12 16:54:06 main:574] : INFO : Epoch 1575 | loss: 0.0311515 | val_loss: 0.0311716 | Time: 1891.79 ms
[2021-03-12 16:54:08 main:574] : INFO : Epoch 1576 | loss: 0.0311549 | val_loss: 0.03117 | Time: 1700.73 ms
[2021-03-12 16:54:09 main:574] : INFO : Epoch 1577 | loss: 0.0311527 | val_loss: 0.0311683 | Time: 1628.98 ms
[2021-03-12 16:54:11 main:574] : INFO : Epoch 1578 | loss: 0.0311511 | val_loss: 0.0311679 | Time: 1836.91 ms
[2021-03-12 16:54:13 main:574] : INFO : Epoch 1579 | loss: 0.0311505 | val_loss: 0.0311694 | Time: 1858.3 ms
[2021-03-12 16:54:15 main:574] : INFO : Epoch 1580 | loss: 0.0311501 | val_loss: 0.0311701 | Time: 1864.03 ms
[2021-03-12 16:54:17 main:574] : INFO : Epoch 1581 | loss: 0.0311485 | val_loss: 0.0311651 | Time: 1906.52 ms
[2021-03-12 16:54:18 main:574] : INFO : Epoch 1582 | loss: 0.0311486 | val_loss: 0.03117 | Time: 1510.19 ms
[2021-03-12 16:54:20 main:574] : INFO : Epoch 1583 | loss: 0.0311518 | val_loss: 0.0311765 | Time: 1775.8 ms
[2021-03-12 16:54:22 main:574] : INFO : Epoch 1584 | loss: 0.0311524 | val_loss: 0.0311697 | Time: 1874.38 ms
[2021-03-12 16:54:24 main:574] : INFO : Epoch 1585 | loss: 0.0311478 | val_loss: 0.0311684 | Time: 1917.12 ms
[2021-03-12 16:54:26 main:574] : INFO : Epoch 1586 | loss: 0.0311498 | val_loss: 0.0311655 | Time: 1857.89 ms
[2021-03-12 16:54:27 main:574] : INFO : Epoch 1587 | loss: 0.0311485 | val_loss: 0.0311647 | Time: 1777.39 ms
[2021-03-12 16:54:29 main:574] : INFO : Epoch 1588 | loss: 0.0311489 | val_loss: 0.0311667 | Time: 1561.31 ms
[2021-03-12 16:54:31 main:574] : INFO : Epoch 1589 | loss: 0.0311502 | val_loss: 0.031168 | Time: 1832.9 ms
[2021-03-12 16:54:33 main:574] : INFO : Epoch 1590 | loss: 0.031149 | val_loss: 0.0311766 | Time: 1829.89 ms
[2021-03-12 16:54:35 main:574] : INFO : Epoch 1591 | loss: 0.0311511 | val_loss: 0.0311693 | Time: 1875.13 ms
[2021-03-12 16:54:36 main:574] : INFO : Epoch 1592 | loss: 0.0311497 | val_loss: 0.0311674 | Time: 1828.57 ms
[2021-03-12 16:54:38 main:574] : INFO : Epoch 1593 | loss: 0.0311596 | val_loss: 0.031173 | Time: 1578.92 ms
[2021-03-12 16:54:40 main:574] : INFO : Epoch 1594 | loss: 0.0311558 | val_loss: 0.0311666 | Time: 1710.63 ms
[2021-03-12 16:54:42 main:574] : INFO : Epoch 1595 | loss: 0.0311522 | val_loss: 0.0311694 | Time: 1849.61 ms
[2021-03-12 16:54:44 main:574] : INFO : Epoch 1596 | loss: 0.0311502 | val_loss: 0.0311667 | Time: 1872.14 ms
[2021-03-12 16:54:45 main:574] : INFO : Epoch 1597 | loss: 0.0311498 | val_loss: 0.0311697 | Time: 1831.98 ms
[2021-03-12 16:54:47 main:574] : INFO : Epoch 1598 | loss: 0.0311501 | val_loss: 0.03117 | Time: 1875.23 ms
[2021-03-12 16:54:49 main:574] : INFO : Epoch 1599 | loss: 0.031152 | val_loss: 0.0311681 | Time: 1505.62 ms
[2021-03-12 16:54:51 main:574] : INFO : Epoch 1600 | loss: 0.0311527 | val_loss: 0.0311789 | Time: 1881.49 ms
[2021-03-12 16:54:53 main:574] : INFO : Epoch 1601 | loss: 0.0311551 | val_loss: 0.0311691 | Time: 1859.83 ms
[2021-03-12 16:54:54 main:574] : INFO : Epoch 1602 | loss: 0.0311514 | val_loss: 0.0311688 | Time: 1829.4 ms
[2021-03-12 16:54:56 main:574] : INFO : Epoch 1603 | loss: 0.0311516 | val_loss: 0.0311662 | Time: 1886.38 ms
[2021-03-12 16:54:58 main:574] : INFO : Epoch 1604 | loss: 0.0311482 | val_loss: 0.0311651 | Time: 1654.38 ms
[2021-03-12 16:55:00 main:574] : INFO : Epoch 1605 | loss: 0.0311481 | val_loss: 0.0311666 | Time: 1660.51 ms
[2021-03-12 16:55:01 main:574] : INFO : Epoch 1606 | loss: 0.0311485 | val_loss: 0.0311671 | Time: 1833.24 ms
[2021-03-12 16:55:03 main:574] : INFO : Epoch 1607 | loss: 0.0311488 | val_loss: 0.0311669 | Time: 1904.69 ms
[2021-03-12 16:55:05 main:574] : INFO : Epoch 1608 | loss: 0.0311483 | val_loss: 0.0311632 | Time: 1906.52 ms
[2021-03-12 16:55:07 main:574] : INFO : Epoch 1609 | loss: 0.0311463 | val_loss: 0.0311645 | Time: 1814.72 ms
[2021-03-12 16:55:09 main:574] : INFO : Epoch 1610 | loss: 0.0311477 | val_loss: 0.031167 | Time: 1515.07 ms
[2021-03-12 16:55:10 main:574] : INFO : Epoch 1611 | loss: 0.0311465 | val_loss: 0.0311678 | Time: 1817.05 ms
[2021-03-12 16:55:12 main:574] : INFO : Epoch 1612 | loss: 0.0311479 | val_loss: 0.0311679 | Time: 1881.8 ms
[2021-03-12 16:55:14 main:574] : INFO : Epoch 1613 | loss: 0.0311478 | val_loss: 0.0311679 | Time: 1796.87 ms
[2021-03-12 16:55:16 main:574] : INFO : Epoch 1614 | loss: 0.0311495 | val_loss: 0.0311693 | Time: 1859.73 ms
[2021-03-12 16:55:18 main:574] : INFO : Epoch 1615 | loss: 0.0311486 | val_loss: 0.0311662 | Time: 1709.87 ms
[2021-03-12 16:55:19 main:574] : INFO : Epoch 1616 | loss: 0.0311472 | val_loss: 0.0311666 | Time: 1598.09 ms
[2021-03-12 16:55:21 main:574] : INFO : Epoch 1617 | loss: 0.031145 | val_loss: 0.0311677 | Time: 1875.25 ms
[2021-03-12 16:55:23 main:574] : INFO : Epoch 1618 | loss: 0.0311462 | val_loss: 0.0311661 | Time: 1887.5 ms
[2021-03-12 16:55:25 main:574] : INFO : Epoch 1619 | loss: 0.0311464 | val_loss: 0.0311713 | Time: 1849.44 ms
[2021-03-12 16:55:27 main:574] : INFO : Epoch 1620 | loss: 0.0311436 | val_loss: 0.0311692 | Time: 1951.05 ms
[2021-03-12 16:55:28 main:574] : INFO : Epoch 1621 | loss: 0.0311449 | val_loss: 0.0311664 | Time: 1576.14 ms
[2021-03-12 16:55:30 main:574] : INFO : Epoch 1622 | loss: 0.0311475 | val_loss: 0.0311683 | Time: 1849.12 ms
[2021-03-12 16:55:32 main:574] : INFO : Epoch 1623 | loss: 0.0311453 | val_loss: 0.0311654 | Time: 1853.97 ms
[2021-03-12 16:55:34 main:574] : INFO : Epoch 1624 | loss: 0.0311437 | val_loss: 0.0311737 | Time: 1891.8 ms
[2021-03-12 16:55:36 main:574] : INFO : Epoch 1625 | loss: 0.0311444 | val_loss: 0.0311657 | Time: 1857.61 ms
[2021-03-12 16:55:38 main:574] : INFO : Epoch 1626 | loss: 0.0311448 | val_loss: 0.031173 | Time: 1722.5 ms
[2021-03-12 16:55:39 main:574] : INFO : Epoch 1627 | loss: 0.0311458 | val_loss: 0.031173 | Time: 1603.34 ms
[2021-03-12 16:55:41 main:574] : INFO : Epoch 1628 | loss: 0.0311429 | val_loss: 0.0311692 | Time: 1796.74 ms
[2021-03-12 16:55:43 main:574] : INFO : Epoch 1629 | loss: 0.0311447 | val_loss: 0.0311668 | Time: 1833.03 ms
[2021-03-12 16:55:45 main:574] : INFO : Epoch 1630 | loss: 0.0311441 | val_loss: 0.0311673 | Time: 1912.34 ms
[2021-03-12 16:55:47 main:574] : INFO : Epoch 1631 | loss: 0.0311449 | val_loss: 0.0311698 | Time: 1835.7 ms
[2021-03-12 16:55:48 main:574] : INFO : Epoch 1632 | loss: 0.0311442 | val_loss: 0.0311659 | Time: 1595.31 ms
[2021-03-12 16:55:50 main:574] : INFO : Epoch 1633 | loss: 0.0311428 | val_loss: 0.0311672 | Time: 1762.15 ms
[2021-03-12 16:55:52 main:574] : INFO : Epoch 1634 | loss: 0.0311453 | val_loss: 0.0311712 | Time: 1814.23 ms
[2021-03-12 16:55:54 main:574] : INFO : Epoch 1635 | loss: 0.031144 | val_loss: 0.031169 | Time: 1893.81 ms
[2021-03-12 16:55:56 main:574] : INFO : Epoch 1636 | loss: 0.0311446 | val_loss: 0.0311709 | Time: 1899.38 ms
[2021-03-12 16:55:58 main:574] : INFO : Epoch 1637 | loss: 0.0311414 | val_loss: 0.0311683 | Time: 1784.08 ms
[2021-03-12 16:55:59 main:574] : INFO : Epoch 1638 | loss: 0.0311416 | val_loss: 0.0311689 | Time: 1587.24 ms
[2021-03-12 16:56:01 main:574] : INFO : Epoch 1639 | loss: 0.0311455 | val_loss: 0.0311713 | Time: 1907.38 ms
[2021-03-12 16:56:03 main:574] : INFO : Epoch 1640 | loss: 0.0311458 | val_loss: 0.0311672 | Time: 1831.85 ms
[2021-03-12 16:56:05 main:574] : INFO : Epoch 1641 | loss: 0.0311462 | val_loss: 0.0311644 | Time: 1941.37 ms
[2021-03-12 16:56:07 main:574] : INFO : Epoch 1642 | loss: 0.0311482 | val_loss: 0.03117 | Time: 1931.27 ms
[2021-03-12 16:56:08 main:574] : INFO : Epoch 1643 | loss: 0.0311452 | val_loss: 0.0311668 | Time: 1578.99 ms
[2021-03-12 16:56:10 main:574] : INFO : Epoch 1644 | loss: 0.0311445 | val_loss: 0.031171 | Time: 1844.04 ms
[2021-03-12 16:56:12 main:574] : INFO : Epoch 1645 | loss: 0.0311447 | val_loss: 0.0311654 | Time: 1885.79 ms
[2021-03-12 16:56:14 main:574] : INFO : Epoch 1646 | loss: 0.0311431 | val_loss: 0.0311655 | Time: 1880.13 ms
[2021-03-12 16:56:16 main:574] : INFO : Epoch 1647 | loss: 0.0311417 | val_loss: 0.0311623 | Time: 1900.31 ms
[2021-03-12 16:56:18 main:574] : INFO : Epoch 1648 | loss: 0.0311415 | val_loss: 0.0311684 | Time: 1725.4 ms
[2021-03-12 16:56:19 main:574] : INFO : Epoch 1649 | loss: 0.0311419 | val_loss: 0.0311639 | Time: 1679.08 ms
[2021-03-12 16:56:21 main:574] : INFO : Epoch 1650 | loss: 0.0311451 | val_loss: 0.0311663 | Time: 1904.06 ms
[2021-03-12 16:56:23 main:574] : INFO : Epoch 1651 | loss: 0.0311449 | val_loss: 0.0311631 | Time: 2033.44 ms
[2021-03-12 16:56:25 main:574] : INFO : Epoch 1652 | loss: 0.0311438 | val_loss: 0.0311651 | Time: 1917.03 ms
[2021-03-12 16:56:27 main:574] : INFO : Epoch 1653 | loss: 0.0311441 | val_loss: 0.0311651 | Time: 1927.88 ms
[2021-03-12 16:56:29 main:574] : INFO : Epoch 1654 | loss: 0.0311498 | val_loss: 0.0311694 | Time: 1566.6 ms
[2021-03-12 16:56:31 main:574] : INFO : Epoch 1655 | loss: 0.0311509 | val_loss: 0.031169 | Time: 1906.72 ms
[2021-03-12 16:56:33 main:574] : INFO : Epoch 1656 | loss: 0.0311514 | val_loss: 0.03117 | Time: 1912.78 ms
[2021-03-12 16:56:34 main:574] : INFO : Epoch 1657 | loss: 0.0311552 | val_loss: 0.0311666 | Time: 1871.98 ms
[2021-03-12 16:56:36 main:574] : INFO : Epoch 1658 | loss: 0.0311533 | val_loss: 0.0311719 | Time: 1917.15 ms
[2021-03-12 16:56:38 main:574] : INFO : Epoch 1659 | loss: 0.0311574 | val_loss: 0.0311679 | Time: 1722.3 ms
[2021-03-12 16:56:40 main:574] : INFO : Epoch 1660 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 1718.58 ms
[2021-03-12 16:56:42 main:574] : INFO : Epoch 1661 | loss: 0.0311618 | val_loss: 0.0311683 | Time: 1889.47 ms
[2021-03-12 16:56:44 main:574] : INFO : Epoch 1662 | loss: 0.0311569 | val_loss: 0.0311646 | Time: 1905.09 ms
[2021-03-12 16:56:46 main:574] : INFO : Epoch 1663 | loss: 0.0311545 | val_loss: 0.0311636 | Time: 1906.76 ms
[2021-03-12 16:56:47 main:574] : INFO : Epoch 1664 | loss: 0.0311541 | val_loss: 0.0311634 | Time: 1865.81 ms
[2021-03-12 16:56:49 main:574] : INFO : Epoch 1665 | loss: 0.0311529 | val_loss: 0.0311643 | Time: 1550.15 ms
[2021-03-12 16:56:51 main:574] : INFO : Epoch 1666 | loss: 0.0311526 | val_loss: 0.031165 | Time: 1898.98 ms
[2021-03-12 16:56:53 main:574] : INFO : Epoch 1667 | loss: 0.0311523 | val_loss: 0.031166 | Time: 1926.8 ms
[2021-03-12 16:56:55 main:574] : INFO : Epoch 1668 | loss: 0.0311508 | val_loss: 0.0311626 | Time: 1921.41 ms
[2021-03-12 16:56:57 main:574] : INFO : Epoch 1669 | loss: 0.0311499 | val_loss: 0.031165 | Time: 1812.31 ms
[2021-03-12 16:56:58 main:574] : INFO : Epoch 1670 | loss: 0.0311488 | val_loss: 0.0311631 | Time: 1715.6 ms
[2021-03-12 16:57:00 main:574] : INFO : Epoch 1671 | loss: 0.031148 | val_loss: 0.0311625 | Time: 1920.41 ms
[2021-03-12 16:57:02 main:574] : INFO : Epoch 1672 | loss: 0.0311471 | val_loss: 0.031162 | Time: 1975.82 ms
[2021-03-12 16:57:04 main:574] : INFO : Epoch 1673 | loss: 0.0311452 | val_loss: 0.0311615 | Time: 1892.18 ms
[2021-03-12 16:57:06 main:574] : INFO : Epoch 1674 | loss: 0.0311469 | val_loss: 0.0311645 | Time: 2042.8 ms
[2021-03-12 16:57:08 main:574] : INFO : Epoch 1675 | loss: 0.0311472 | val_loss: 0.0311636 | Time: 1771.66 ms
[2021-03-12 16:57:10 main:574] : INFO : Epoch 1676 | loss: 0.0311455 | val_loss: 0.0311638 | Time: 1720.24 ms
[2021-03-12 16:57:12 main:574] : INFO : Epoch 1677 | loss: 0.0311453 | val_loss: 0.0311659 | Time: 1907.88 ms
[2021-03-12 16:57:13 main:574] : INFO : Epoch 1678 | loss: 0.0311457 | val_loss: 0.0311629 | Time: 1840.14 ms
[2021-03-12 16:57:15 main:574] : INFO : Epoch 1679 | loss: 0.0311441 | val_loss: 0.0311633 | Time: 1930.17 ms
[2021-03-12 16:57:17 main:574] : INFO : Epoch 1680 | loss: 0.0311465 | val_loss: 0.0311698 | Time: 1930.17 ms
[2021-03-12 16:57:19 main:574] : INFO : Epoch 1681 | loss: 0.0311467 | val_loss: 0.0311614 | Time: 1615.18 ms
[2021-03-12 16:57:21 main:574] : INFO : Epoch 1682 | loss: 0.0311439 | val_loss: 0.0311604 | Time: 1943.97 ms
[2021-03-12 16:57:23 main:574] : INFO : Epoch 1683 | loss: 0.0311446 | val_loss: 0.0311618 | Time: 1840.27 ms
[2021-03-12 16:57:25 main:574] : INFO : Epoch 1684 | loss: 0.0311468 | val_loss: 0.0311621 | Time: 1925.95 ms
[2021-03-12 16:57:27 main:574] : INFO : Epoch 1685 | loss: 0.03115 | val_loss: 0.0311668 | Time: 1882.78 ms
[2021-03-12 16:57:28 main:574] : INFO : Epoch 1686 | loss: 0.0311519 | val_loss: 0.031171 | Time: 1647.71 ms
[2021-03-12 16:57:30 main:574] : INFO : Epoch 1687 | loss: 0.0311507 | val_loss: 0.0311628 | Time: 1749.56 ms
[2021-03-12 16:57:32 main:574] : INFO : Epoch 1688 | loss: 0.0311471 | val_loss: 0.031163 | Time: 1904.94 ms
[2021-03-12 16:57:34 main:574] : INFO : Epoch 1689 | loss: 0.0311506 | val_loss: 0.0311639 | Time: 1952.98 ms
[2021-03-12 16:57:36 main:574] : INFO : Epoch 1690 | loss: 0.0311465 | val_loss: 0.0311645 | Time: 1928.94 ms
[2021-03-12 16:57:38 main:574] : INFO : Epoch 1691 | loss: 0.031144 | val_loss: 0.0311594 | Time: 1843.09 ms
[2021-03-12 16:57:39 main:574] : INFO : Epoch 1692 | loss: 0.031144 | val_loss: 0.0311622 | Time: 1602.98 ms
[2021-03-12 16:57:41 main:574] : INFO : Epoch 1693 | loss: 0.0311507 | val_loss: 0.0311845 | Time: 1814.66 ms
[2021-03-12 16:57:43 main:574] : INFO : Epoch 1694 | loss: 0.0311548 | val_loss: 0.0311621 | Time: 1862.32 ms
[2021-03-12 16:57:45 main:574] : INFO : Epoch 1695 | loss: 0.0311449 | val_loss: 0.0311618 | Time: 1884.82 ms
[2021-03-12 16:57:47 main:574] : INFO : Epoch 1696 | loss: 0.0311443 | val_loss: 0.0311611 | Time: 1862.81 ms
[2021-03-12 16:57:48 main:574] : INFO : Epoch 1697 | loss: 0.0311438 | val_loss: 0.0311629 | Time: 1639.5 ms
[2021-03-12 16:57:50 main:574] : INFO : Epoch 1698 | loss: 0.0311426 | val_loss: 0.0311597 | Time: 1804.49 ms
[2021-03-12 16:57:52 main:574] : INFO : Epoch 1699 | loss: 0.0311418 | val_loss: 0.0311675 | Time: 1858.66 ms
[2021-03-12 16:57:54 main:574] : INFO : Epoch 1700 | loss: 0.0311426 | val_loss: 0.031165 | Time: 1931.89 ms
[2021-03-12 16:57:56 main:574] : INFO : Epoch 1701 | loss: 0.0311418 | val_loss: 0.0311624 | Time: 1887.36 ms
[2021-03-12 16:57:58 main:574] : INFO : Epoch 1702 | loss: 0.0311405 | val_loss: 0.0311639 | Time: 1855.64 ms
[2021-03-12 16:57:59 main:574] : INFO : Epoch 1703 | loss: 0.0311415 | val_loss: 0.031161 | Time: 1589.27 ms
[2021-03-12 16:58:01 main:574] : INFO : Epoch 1704 | loss: 0.0311398 | val_loss: 0.031161 | Time: 1885.87 ms
[2021-03-12 16:58:03 main:574] : INFO : Epoch 1705 | loss: 0.0311411 | val_loss: 0.0311622 | Time: 1873.4 ms
[2021-03-12 16:58:05 main:574] : INFO : Epoch 1706 | loss: 0.0311407 | val_loss: 0.0311612 | Time: 1897.03 ms
[2021-03-12 16:58:07 main:574] : INFO : Epoch 1707 | loss: 0.0311398 | val_loss: 0.031165 | Time: 1821.56 ms
[2021-03-12 16:58:09 main:574] : INFO : Epoch 1708 | loss: 0.0311458 | val_loss: 0.0311661 | Time: 1601.63 ms
[2021-03-12 16:58:10 main:574] : INFO : Epoch 1709 | loss: 0.0311465 | val_loss: 0.0311661 | Time: 1769.21 ms
[2021-03-12 16:58:12 main:574] : INFO : Epoch 1710 | loss: 0.0311433 | val_loss: 0.031163 | Time: 1913.72 ms
[2021-03-12 16:58:14 main:574] : INFO : Epoch 1711 | loss: 0.0311455 | val_loss: 0.0311697 | Time: 1881.29 ms
[2021-03-12 16:58:16 main:574] : INFO : Epoch 1712 | loss: 0.0311463 | val_loss: 0.0311632 | Time: 1914.76 ms
[2021-03-12 16:58:18 main:574] : INFO : Epoch 1713 | loss: 0.0311423 | val_loss: 0.0311629 | Time: 1785.22 ms
[2021-03-12 16:58:19 main:574] : INFO : Epoch 1714 | loss: 0.031139 | val_loss: 0.0311617 | Time: 1597.38 ms
[2021-03-12 16:58:21 main:574] : INFO : Epoch 1715 | loss: 0.03114 | val_loss: 0.0311657 | Time: 1850.98 ms
[2021-03-12 16:58:23 main:574] : INFO : Epoch 1716 | loss: 0.03114 | val_loss: 0.0311607 | Time: 1887.22 ms
[2021-03-12 16:58:25 main:574] : INFO : Epoch 1717 | loss: 0.03114 | val_loss: 0.0311633 | Time: 1819.91 ms
[2021-03-12 16:58:27 main:574] : INFO : Epoch 1718 | loss: 0.0311461 | val_loss: 0.0311647 | Time: 1813.87 ms
[2021-03-12 16:58:28 main:574] : INFO : Epoch 1719 | loss: 0.0311436 | val_loss: 0.0311668 | Time: 1615.89 ms
[2021-03-12 16:58:30 main:574] : INFO : Epoch 1720 | loss: 0.0311434 | val_loss: 0.0311625 | Time: 1732.61 ms
[2021-03-12 16:58:32 main:574] : INFO : Epoch 1721 | loss: 0.0311433 | val_loss: 0.0311651 | Time: 1792.75 ms
[2021-03-12 16:58:34 main:574] : INFO : Epoch 1722 | loss: 0.0311433 | val_loss: 0.0311662 | Time: 1806.28 ms
[2021-03-12 16:58:36 main:574] : INFO : Epoch 1723 | loss: 0.0311431 | val_loss: 0.0311631 | Time: 1891.04 ms
[2021-03-12 16:58:38 main:574] : INFO : Epoch 1724 | loss: 0.0311416 | val_loss: 0.0311605 | Time: 1839.31 ms
[2021-03-12 16:58:39 main:574] : INFO : Epoch 1725 | loss: 0.0311422 | val_loss: 0.0311656 | Time: 1601.68 ms
[2021-03-12 16:58:41 main:574] : INFO : Epoch 1726 | loss: 0.0311452 | val_loss: 0.03116 | Time: 1896.91 ms
[2021-03-12 16:58:43 main:574] : INFO : Epoch 1727 | loss: 0.0311457 | val_loss: 0.0311629 | Time: 1869.45 ms
[2021-03-12 16:58:45 main:574] : INFO : Epoch 1728 | loss: 0.0311441 | val_loss: 0.0311648 | Time: 1861.26 ms
[2021-03-12 16:58:47 main:574] : INFO : Epoch 1729 | loss: 0.0311421 | val_loss: 0.0311659 | Time: 1893.15 ms
[2021-03-12 16:58:48 main:574] : INFO : Epoch 1730 | loss: 0.0311406 | val_loss: 0.0311637 | Time: 1625.74 ms
[2021-03-12 16:58:50 main:574] : INFO : Epoch 1731 | loss: 0.0311416 | val_loss: 0.0311635 | Time: 1742.88 ms
[2021-03-12 16:58:52 main:574] : INFO : Epoch 1732 | loss: 0.0311425 | val_loss: 0.0311662 | Time: 1892.98 ms
[2021-03-12 16:58:54 main:574] : INFO : Epoch 1733 | loss: 0.0311401 | val_loss: 0.031161 | Time: 1844.5 ms
[2021-03-12 16:58:56 main:574] : INFO : Epoch 1734 | loss: 0.0311412 | val_loss: 0.0311602 | Time: 1831.75 ms
[2021-03-12 16:58:58 main:574] : INFO : Epoch 1735 | loss: 0.0311411 | val_loss: 0.0311621 | Time: 1841.26 ms
[2021-03-12 16:58:59 main:574] : INFO : Epoch 1736 | loss: 0.0311403 | val_loss: 0.0311627 | Time: 1534.61 ms
[2021-03-12 16:59:01 main:574] : INFO : Epoch 1737 | loss: 0.0311427 | val_loss: 0.0311607 | Time: 1830.63 ms
[2021-03-12 16:59:03 main:574] : INFO : Epoch 1738 | loss: 0.0311434 | val_loss: 0.0311609 | Time: 1890.85 ms
[2021-03-12 16:59:05 main:574] : INFO : Epoch 1739 | loss: 0.0311391 | val_loss: 0.0311602 | Time: 1850.98 ms
[2021-03-12 16:59:07 main:574] : INFO : Epoch 1740 | loss: 0.0311384 | val_loss: 0.0311597 | Time: 1825.48 ms
[2021-03-12 16:59:08 main:574] : INFO : Epoch 1741 | loss: 0.031138 | val_loss: 0.0311668 | Time: 1665.6 ms
[2021-03-12 16:59:10 main:574] : INFO : Epoch 1742 | loss: 0.0311398 | val_loss: 0.0311639 | Time: 1712.45 ms
[2021-03-12 16:59:12 main:574] : INFO : Epoch 1743 | loss: 0.0311401 | val_loss: 0.0311611 | Time: 1897.52 ms
[2021-03-12 16:59:14 main:574] : INFO : Epoch 1744 | loss: 0.0311415 | val_loss: 0.0311671 | Time: 1849.38 ms
[2021-03-12 16:59:16 main:574] : INFO : Epoch 1745 | loss: 0.0311625 | val_loss: 0.0311693 | Time: 1859.21 ms
[2021-03-12 16:59:18 main:574] : INFO : Epoch 1746 | loss: 0.0311619 | val_loss: 0.0311675 | Time: 1900.44 ms
[2021-03-12 16:59:19 main:574] : INFO : Epoch 1747 | loss: 0.0311607 | val_loss: 0.0311674 | Time: 1592.45 ms
[2021-03-12 16:59:21 main:574] : INFO : Epoch 1748 | loss: 0.0311574 | val_loss: 0.0311655 | Time: 1846.87 ms
[2021-03-12 16:59:23 main:574] : INFO : Epoch 1749 | loss: 0.0311546 | val_loss: 0.0311797 | Time: 1815.26 ms
[2021-03-12 16:59:25 main:574] : INFO : Epoch 1750 | loss: 0.0311585 | val_loss: 0.031162 | Time: 1849.62 ms
[2021-03-12 16:59:27 main:574] : INFO : Epoch 1751 | loss: 0.0311548 | val_loss: 0.0311694 | Time: 1887.69 ms
[2021-03-12 16:59:28 main:574] : INFO : Epoch 1752 | loss: 0.0311534 | val_loss: 0.0311601 | Time: 1700.6 ms
[2021-03-12 16:59:30 main:574] : INFO : Epoch 1753 | loss: 0.0311512 | val_loss: 0.0311605 | Time: 1732.62 ms
[2021-03-12 16:59:32 main:574] : INFO : Epoch 1754 | loss: 0.0311464 | val_loss: 0.0311599 | Time: 1811.84 ms
[2021-03-12 16:59:34 main:574] : INFO : Epoch 1755 | loss: 0.031146 | val_loss: 0.0311599 | Time: 1785.47 ms
[2021-03-12 16:59:35 main:574] : INFO : Epoch 1756 | loss: 0.0311451 | val_loss: 0.0311659 | Time: 1747.59 ms
[2021-03-12 16:59:37 main:574] : INFO : Epoch 1757 | loss: 0.0311479 | val_loss: 0.0311635 | Time: 1733.63 ms
[2021-03-12 16:59:39 main:574] : INFO : Epoch 1758 | loss: 0.0311431 | val_loss: 0.0311614 | Time: 1536.64 ms
[2021-03-12 16:59:40 main:574] : INFO : Epoch 1759 | loss: 0.0311431 | val_loss: 0.0311621 | Time: 1657.61 ms
[2021-03-12 16:59:42 main:574] : INFO : Epoch 1760 | loss: 0.031144 | val_loss: 0.0311598 | Time: 1770.16 ms
[2021-03-12 16:59:44 main:574] : INFO : Epoch 1761 | loss: 0.0311434 | val_loss: 0.0311623 | Time: 1793.86 ms
[2021-03-12 16:59:46 main:574] : INFO : Epoch 1762 | loss: 0.0311448 | val_loss: 0.0311609 | Time: 1755.2 ms
[2021-03-12 16:59:48 main:574] : INFO : Epoch 1763 | loss: 0.0311416 | val_loss: 0.0311639 | Time: 1790.66 ms
[2021-03-12 16:59:49 main:574] : INFO : Epoch 1764 | loss: 0.0311399 | val_loss: 0.0311626 | Time: 1507.62 ms
[2021-03-12 16:59:51 main:574] : INFO : Epoch 1765 | loss: 0.0311427 | val_loss: 0.0311629 | Time: 1722.84 ms
[2021-03-12 16:59:53 main:574] : INFO : Epoch 1766 | loss: 0.0311403 | val_loss: 0.031164 | Time: 1792.38 ms
[2021-03-12 16:59:54 main:574] : INFO : Epoch 1767 | loss: 0.0311417 | val_loss: 0.0311679 | Time: 1775.74 ms
[2021-03-12 16:59:56 main:574] : INFO : Epoch 1768 | loss: 0.0311433 | val_loss: 0.0311691 | Time: 1723.55 ms
[2021-03-12 16:59:58 main:574] : INFO : Epoch 1769 | loss: 0.0311412 | val_loss: 0.0311653 | Time: 1779.57 ms
[2021-03-12 16:59:59 main:574] : INFO : Epoch 1770 | loss: 0.0311428 | val_loss: 0.0311676 | Time: 1532.35 ms
[2021-03-12 17:00:01 main:574] : INFO : Epoch 1771 | loss: 0.0311411 | val_loss: 0.0311635 | Time: 1744.56 ms
[2021-03-12 17:00:03 main:574] : INFO : Epoch 1772 | loss: 0.0311414 | val_loss: 0.0311643 | Time: 1729.33 ms
[2021-03-12 17:00:05 main:574] : INFO : Epoch 1773 | loss: 0.0311417 | val_loss: 0.0311625 | Time: 1778.53 ms
[2021-03-12 17:00:07 main:574] : INFO : Epoch 1774 | loss: 0.0311416 | val_loss: 0.0311628 | Time: 1822.62 ms
[2021-03-12 17:00:08 main:574] : INFO : Epoch 1775 | loss: 0.0311406 | val_loss: 0.0311616 | Time: 1658.82 ms
[2021-03-12 17:00:10 main:574] : INFO : Epoch 1776 | loss: 0.0311396 | val_loss: 0.0311618 | Time: 1528.67 ms
[2021-03-12 17:00:12 main:574] : INFO : Epoch 1777 | loss: 0.0311385 | val_loss: 0.0311634 | Time: 1768.11 ms
[2021-03-12 17:00:13 main:574] : INFO : Epoch 1778 | loss: 0.0311378 | val_loss: 0.0311643 | Time: 1714.61 ms
[2021-03-12 17:00:15 main:574] : INFO : Epoch 1779 | loss: 0.0311376 | val_loss: 0.0311623 | Time: 1788.59 ms
[2021-03-12 17:00:17 main:574] : INFO : Epoch 1780 | loss: 0.0311386 | val_loss: 0.0311651 | Time: 1778.78 ms
[2021-03-12 17:00:18 main:574] : INFO : Epoch 1781 | loss: 0.0311353 | val_loss: 0.0311618 | Time: 1655.79 ms
[2021-03-12 17:00:20 main:574] : INFO : Epoch 1782 | loss: 0.031136 | val_loss: 0.0311626 | Time: 1592.57 ms
[2021-03-12 17:00:22 main:574] : INFO : Epoch 1783 | loss: 0.03114 | val_loss: 0.0311626 | Time: 1774 ms
[2021-03-12 17:00:24 main:574] : INFO : Epoch 1784 | loss: 0.031138 | val_loss: 0.0311623 | Time: 1754.48 ms
[2021-03-12 17:00:25 main:574] : INFO : Epoch 1785 | loss: 0.0311374 | val_loss: 0.0311627 | Time: 1759.27 ms
[2021-03-12 17:00:27 main:574] : INFO : Epoch 1786 | loss: 0.0311406 | val_loss: 0.0311663 | Time: 1743.83 ms
[2021-03-12 17:00:29 main:574] : INFO : Epoch 1787 | loss: 0.0311384 | val_loss: 0.0311629 | Time: 1540.51 ms
[2021-03-12 17:00:30 main:574] : INFO : Epoch 1788 | loss: 0.0311365 | val_loss: 0.031163 | Time: 1674.18 ms
[2021-03-12 17:00:32 main:574] : INFO : Epoch 1789 | loss: 0.0311359 | val_loss: 0.0311615 | Time: 1815.96 ms
[2021-03-12 17:00:34 main:574] : INFO : Epoch 1790 | loss: 0.0311353 | val_loss: 0.0311701 | Time: 1774.56 ms
[2021-03-12 17:00:36 main:574] : INFO : Epoch 1791 | loss: 0.0311365 | val_loss: 0.031167 | Time: 1711.05 ms
[2021-03-12 17:00:38 main:574] : INFO : Epoch 1792 | loss: 0.0311355 | val_loss: 0.0311643 | Time: 1803.15 ms
[2021-03-12 17:00:39 main:574] : INFO : Epoch 1793 | loss: 0.0311396 | val_loss: 0.031168 | Time: 1538.2 ms
[2021-03-12 17:00:41 main:574] : INFO : Epoch 1794 | loss: 0.0311424 | val_loss: 0.0311661 | Time: 1827.47 ms
[2021-03-12 17:00:43 main:574] : INFO : Epoch 1795 | loss: 0.0311411 | val_loss: 0.0311633 | Time: 1740.47 ms
[2021-03-12 17:00:44 main:574] : INFO : Epoch 1796 | loss: 0.0311405 | val_loss: 0.0311608 | Time: 1740.09 ms
[2021-03-12 17:00:46 main:574] : INFO : Epoch 1797 | loss: 0.0311393 | val_loss: 0.031161 | Time: 1734.89 ms
[2021-03-12 17:00:48 main:574] : INFO : Epoch 1798 | loss: 0.0311403 | val_loss: 0.0311688 | Time: 1831.04 ms
[2021-03-12 17:00:50 main:574] : INFO : Epoch 1799 | loss: 0.031141 | val_loss: 0.0311733 | Time: 1522.25 ms
[2021-03-12 17:00:51 main:574] : INFO : Epoch 1800 | loss: 0.0311417 | val_loss: 0.0311611 | Time: 1770.16 ms
[2021-03-12 17:00:53 main:574] : INFO : Epoch 1801 | loss: 0.0311395 | val_loss: 0.0311638 | Time: 1782.94 ms
[2021-03-12 17:00:55 main:574] : INFO : Epoch 1802 | loss: 0.0311391 | val_loss: 0.0311605 | Time: 1797.63 ms
[2021-03-12 17:00:57 main:574] : INFO : Epoch 1803 | loss: 0.0311363 | val_loss: 0.0311655 | Time: 1706.23 ms
[2021-03-12 17:00:58 main:574] : INFO : Epoch 1804 | loss: 0.0311379 | val_loss: 0.0311624 | Time: 1642.05 ms
[2021-03-12 17:01:00 main:574] : INFO : Epoch 1805 | loss: 0.0311377 | val_loss: 0.0311621 | Time: 1553.45 ms
[2021-03-12 17:01:02 main:574] : INFO : Epoch 1806 | loss: 0.0311395 | val_loss: 0.0311631 | Time: 1698.34 ms
[2021-03-12 17:01:03 main:574] : INFO : Epoch 1807 | loss: 0.0311411 | val_loss: 0.0311665 | Time: 1837.53 ms
[2021-03-12 17:01:05 main:574] : INFO : Epoch 1808 | loss: 0.0311474 | val_loss: 0.0311649 | Time: 1830.48 ms
[2021-03-12 17:01:07 main:574] : INFO : Epoch 1809 | loss: 0.0311436 | val_loss: 0.0311645 | Time: 1957.15 ms
[2021-03-12 17:01:09 main:574] : INFO : Epoch 1810 | loss: 0.0311411 | val_loss: 0.0311646 | Time: 1606.64 ms
[2021-03-12 17:01:11 main:574] : INFO : Epoch 1811 | loss: 0.0311433 | val_loss: 0.0311692 | Time: 1771.22 ms
[2021-03-12 17:01:12 main:574] : INFO : Epoch 1812 | loss: 0.0311434 | val_loss: 0.0311593 | Time: 1789.93 ms
[2021-03-12 17:01:14 main:574] : INFO : Epoch 1813 | loss: 0.0311397 | val_loss: 0.0311596 | Time: 1760.63 ms
[2021-03-12 17:01:16 main:574] : INFO : Epoch 1814 | loss: 0.03114 | val_loss: 0.0311632 | Time: 1729.25 ms
[2021-03-12 17:01:18 main:574] : INFO : Epoch 1815 | loss: 0.0311384 | val_loss: 0.0311647 | Time: 1761.45 ms
[2021-03-12 17:01:19 main:574] : INFO : Epoch 1816 | loss: 0.0311376 | val_loss: 0.0311641 | Time: 1480.53 ms
[2021-03-12 17:01:21 main:574] : INFO : Epoch 1817 | loss: 0.0311392 | val_loss: 0.0311607 | Time: 1866.21 ms
[2021-03-12 17:01:23 main:574] : INFO : Epoch 1818 | loss: 0.0311384 | val_loss: 0.0311665 | Time: 1764.53 ms
[2021-03-12 17:01:25 main:574] : INFO : Epoch 1819 | loss: 0.0311426 | val_loss: 0.0311643 | Time: 1887.22 ms
[2021-03-12 17:01:27 main:574] : INFO : Epoch 1820 | loss: 0.0311377 | val_loss: 0.0311632 | Time: 1809.95 ms
[2021-03-12 17:01:28 main:574] : INFO : Epoch 1821 | loss: 0.0311404 | val_loss: 0.0311617 | Time: 1661.87 ms
[2021-03-12 17:01:30 main:574] : INFO : Epoch 1822 | loss: 0.0311421 | val_loss: 0.0311643 | Time: 1573.75 ms
[2021-03-12 17:01:32 main:574] : INFO : Epoch 1823 | loss: 0.0311431 | val_loss: 0.0311614 | Time: 1743.85 ms
[2021-03-12 17:01:33 main:574] : INFO : Epoch 1824 | loss: 0.0311476 | val_loss: 0.0311673 | Time: 1772.38 ms
[2021-03-12 17:01:35 main:574] : INFO : Epoch 1825 | loss: 0.0311439 | val_loss: 0.0311627 | Time: 2008.72 ms
[2021-03-12 17:01:37 main:574] : INFO : Epoch 1826 | loss: 0.0311393 | val_loss: 0.0311608 | Time: 1919.52 ms
[2021-03-12 17:01:39 main:574] : INFO : Epoch 1827 | loss: 0.0311356 | val_loss: 0.0311612 | Time: 1554.22 ms
[2021-03-12 17:01:41 main:574] : INFO : Epoch 1828 | loss: 0.0311354 | val_loss: 0.0311618 | Time: 1755.67 ms
[2021-03-12 17:01:42 main:574] : INFO : Epoch 1829 | loss: 0.0311371 | val_loss: 0.0311615 | Time: 1829.82 ms
[2021-03-12 17:01:44 main:574] : INFO : Epoch 1830 | loss: 0.0311387 | val_loss: 0.0311624 | Time: 1824.35 ms
[2021-03-12 17:01:46 main:574] : INFO : Epoch 1831 | loss: 0.0311414 | val_loss: 0.0311662 | Time: 1748.54 ms
[2021-03-12 17:01:48 main:574] : INFO : Epoch 1832 | loss: 0.0311502 | val_loss: 0.0311653 | Time: 1782 ms
[2021-03-12 17:01:49 main:574] : INFO : Epoch 1833 | loss: 0.031153 | val_loss: 0.0311614 | Time: 1518.74 ms
[2021-03-12 17:01:51 main:574] : INFO : Epoch 1834 | loss: 0.031149 | val_loss: 0.031164 | Time: 1814.12 ms
[2021-03-12 17:01:53 main:574] : INFO : Epoch 1835 | loss: 0.0311469 | val_loss: 0.0311603 | Time: 1947.1 ms
[2021-03-12 17:01:55 main:574] : INFO : Epoch 1836 | loss: 0.031144 | val_loss: 0.0311605 | Time: 1971.13 ms
[2021-03-12 17:01:57 main:574] : INFO : Epoch 1837 | loss: 0.0311432 | val_loss: 0.0311627 | Time: 1961.39 ms
[2021-03-12 17:01:59 main:574] : INFO : Epoch 1838 | loss: 0.0311422 | val_loss: 0.0311665 | Time: 1608.99 ms
[2021-03-12 17:02:00 main:574] : INFO : Epoch 1839 | loss: 0.0311406 | val_loss: 0.0311657 | Time: 1666.04 ms
[2021-03-12 17:02:02 main:574] : INFO : Epoch 1840 | loss: 0.0311412 | val_loss: 0.0311633 | Time: 1845.32 ms
[2021-03-12 17:02:04 main:574] : INFO : Epoch 1841 | loss: 0.0311471 | val_loss: 0.0311704 | Time: 1868.67 ms
[2021-03-12 17:02:06 main:574] : INFO : Epoch 1842 | loss: 0.0311453 | val_loss: 0.031164 | Time: 1959.25 ms
[2021-03-12 17:02:08 main:574] : INFO : Epoch 1843 | loss: 0.0311406 | val_loss: 0.0311622 | Time: 1855.01 ms
[2021-03-12 17:02:09 main:574] : INFO : Epoch 1844 | loss: 0.0311421 | val_loss: 0.0311613 | Time: 1444.47 ms
[2021-03-12 17:02:11 main:574] : INFO : Epoch 1845 | loss: 0.0311403 | val_loss: 0.0311638 | Time: 1776.66 ms
[2021-03-12 17:02:13 main:574] : INFO : Epoch 1846 | loss: 0.0311379 | val_loss: 0.0311617 | Time: 1782.94 ms
[2021-03-12 17:02:15 main:574] : INFO : Epoch 1847 | loss: 0.0311376 | val_loss: 0.0311651 | Time: 1754.75 ms
[2021-03-12 17:02:17 main:574] : INFO : Epoch 1848 | loss: 0.0311424 | val_loss: 0.0311638 | Time: 1782.32 ms
[2021-03-12 17:02:18 main:574] : INFO : Epoch 1849 | loss: 0.0311419 | val_loss: 0.0311592 | Time: 1706.61 ms
[2021-03-12 17:02:20 main:574] : INFO : Epoch 1850 | loss: 0.0311391 | val_loss: 0.0311588 | Time: 1501.75 ms
[2021-03-12 17:02:22 main:574] : INFO : Epoch 1851 | loss: 0.0311416 | val_loss: 0.0311568 | Time: 1816.39 ms
[2021-03-12 17:02:23 main:574] : INFO : Epoch 1852 | loss: 0.0311436 | val_loss: 0.0311602 | Time: 1803.89 ms
[2021-03-12 17:02:25 main:574] : INFO : Epoch 1853 | loss: 0.0311422 | val_loss: 0.0311581 | Time: 1719.82 ms
[2021-03-12 17:02:27 main:574] : INFO : Epoch 1854 | loss: 0.0311399 | val_loss: 0.0311567 | Time: 1787.13 ms
[2021-03-12 17:02:29 main:574] : INFO : Epoch 1855 | loss: 0.031138 | val_loss: 0.0311557 | Time: 1595.04 ms
[2021-03-12 17:02:30 main:574] : INFO : Epoch 1856 | loss: 0.0311361 | val_loss: 0.0311577 | Time: 1552.69 ms
[2021-03-12 17:02:32 main:574] : INFO : Epoch 1857 | loss: 0.0311361 | val_loss: 0.0311594 | Time: 1781.81 ms
[2021-03-12 17:02:34 main:574] : INFO : Epoch 1858 | loss: 0.0311393 | val_loss: 0.0311574 | Time: 1771.57 ms
[2021-03-12 17:02:35 main:574] : INFO : Epoch 1859 | loss: 0.031139 | val_loss: 0.0311585 | Time: 1721.06 ms
[2021-03-12 17:02:37 main:574] : INFO : Epoch 1860 | loss: 0.0311404 | val_loss: 0.0311602 | Time: 1766.49 ms
[2021-03-12 17:02:39 main:574] : INFO : Epoch 1861 | loss: 0.0311435 | val_loss: 0.0311587 | Time: 1669.96 ms
[2021-03-12 17:02:41 main:574] : INFO : Epoch 1862 | loss: 0.0311432 | val_loss: 0.0311638 | Time: 1713.76 ms
[2021-03-12 17:02:42 main:574] : INFO : Epoch 1863 | loss: 0.0311415 | val_loss: 0.0311622 | Time: 1765.92 ms
[2021-03-12 17:02:44 main:574] : INFO : Epoch 1864 | loss: 0.0311374 | val_loss: 0.0311589 | Time: 1742.15 ms
[2021-03-12 17:02:46 main:574] : INFO : Epoch 1865 | loss: 0.0311363 | val_loss: 0.0311584 | Time: 1787.58 ms
[2021-03-12 17:02:48 main:574] : INFO : Epoch 1866 | loss: 0.0311356 | val_loss: 0.0311606 | Time: 1689.19 ms
[2021-03-12 17:02:49 main:574] : INFO : Epoch 1867 | loss: 0.0311348 | val_loss: 0.03116 | Time: 1507.41 ms
[2021-03-12 17:02:51 main:574] : INFO : Epoch 1868 | loss: 0.0311342 | val_loss: 0.0311619 | Time: 1668.35 ms
[2021-03-12 17:02:53 main:574] : INFO : Epoch 1869 | loss: 0.0311366 | val_loss: 0.0311577 | Time: 1721.49 ms
[2021-03-12 17:02:54 main:574] : INFO : Epoch 1870 | loss: 0.0311341 | val_loss: 0.0311584 | Time: 1722.8 ms
[2021-03-12 17:02:56 main:574] : INFO : Epoch 1871 | loss: 0.0311339 | val_loss: 0.0311583 | Time: 1735.85 ms
[2021-03-12 17:02:58 main:574] : INFO : Epoch 1872 | loss: 0.0311346 | val_loss: 0.0311586 | Time: 1720.67 ms
[2021-03-12 17:02:59 main:574] : INFO : Epoch 1873 | loss: 0.0311339 | val_loss: 0.0311579 | Time: 1486.44 ms
[2021-03-12 17:03:01 main:574] : INFO : Epoch 1874 | loss: 0.0311336 | val_loss: 0.0311596 | Time: 1724.94 ms
[2021-03-12 17:03:03 main:574] : INFO : Epoch 1875 | loss: 0.0311371 | val_loss: 0.0311563 | Time: 1696.81 ms
[2021-03-12 17:03:04 main:574] : INFO : Epoch 1876 | loss: 0.031139 | val_loss: 0.0311632 | Time: 1745.47 ms
[2021-03-12 17:03:06 main:574] : INFO : Epoch 1877 | loss: 0.0311407 | val_loss: 0.031159 | Time: 1707.64 ms
[2021-03-12 17:03:08 main:574] : INFO : Epoch 1878 | loss: 0.0311402 | val_loss: 0.0311587 | Time: 1692.36 ms
[2021-03-12 17:03:09 main:574] : INFO : Epoch 1879 | loss: 0.0311382 | val_loss: 0.0311605 | Time: 1491.65 ms
[2021-03-12 17:03:11 main:574] : INFO : Epoch 1880 | loss: 0.0311392 | val_loss: 0.031159 | Time: 1669.09 ms
[2021-03-12 17:03:13 main:574] : INFO : Epoch 1881 | loss: 0.0311401 | val_loss: 0.031157 | Time: 1716.97 ms
[2021-03-12 17:03:15 main:574] : INFO : Epoch 1882 | loss: 0.0311393 | val_loss: 0.031159 | Time: 1741.33 ms
[2021-03-12 17:03:16 main:574] : INFO : Epoch 1883 | loss: 0.0311387 | val_loss: 0.0311586 | Time: 1774.04 ms
[2021-03-12 17:03:18 main:574] : INFO : Epoch 1884 | loss: 0.0311382 | val_loss: 0.0311666 | Time: 1685.93 ms
[2021-03-12 17:03:19 main:574] : INFO : Epoch 1885 | loss: 0.0311415 | val_loss: 0.0311649 | Time: 1462.59 ms
[2021-03-12 17:03:21 main:574] : INFO : Epoch 1886 | loss: 0.0311368 | val_loss: 0.0311603 | Time: 1701.01 ms
[2021-03-12 17:03:23 main:574] : INFO : Epoch 1887 | loss: 0.0311379 | val_loss: 0.0311635 | Time: 1730.55 ms
[2021-03-12 17:03:25 main:574] : INFO : Epoch 1888 | loss: 0.0311368 | val_loss: 0.0311622 | Time: 1756.33 ms
[2021-03-12 17:03:26 main:574] : INFO : Epoch 1889 | loss: 0.0311341 | val_loss: 0.0311622 | Time: 1716.43 ms
[2021-03-12 17:03:28 main:574] : INFO : Epoch 1890 | loss: 0.0311355 | val_loss: 0.0311623 | Time: 1771.07 ms
[2021-03-12 17:03:30 main:574] : INFO : Epoch 1891 | loss: 0.0311339 | val_loss: 0.0311631 | Time: 1407.18 ms
[2021-03-12 17:03:31 main:574] : INFO : Epoch 1892 | loss: 0.0311366 | val_loss: 0.0311665 | Time: 1726.07 ms
[2021-03-12 17:03:33 main:574] : INFO : Epoch 1893 | loss: 0.0311345 | val_loss: 0.0311649 | Time: 1699.42 ms
[2021-03-12 17:03:35 main:574] : INFO : Epoch 1894 | loss: 0.0311363 | val_loss: 0.0311599 | Time: 1760.96 ms
[2021-03-12 17:03:37 main:574] : INFO : Epoch 1895 | loss: 0.0311342 | val_loss: 0.0311668 | Time: 1726.82 ms
[2021-03-12 17:03:38 main:574] : INFO : Epoch 1896 | loss: 0.0311361 | val_loss: 0.0311631 | Time: 1715.62 ms
[2021-03-12 17:03:40 main:574] : INFO : Epoch 1897 | loss: 0.0311358 | val_loss: 0.0311612 | Time: 1524.01 ms
[2021-03-12 17:03:41 main:574] : INFO : Epoch 1898 | loss: 0.031137 | val_loss: 0.0311585 | Time: 1668.55 ms
[2021-03-12 17:03:43 main:574] : INFO : Epoch 1899 | loss: 0.0311466 | val_loss: 0.0311703 | Time: 1699.56 ms
[2021-03-12 17:03:45 main:574] : INFO : Epoch 1900 | loss: 0.0311491 | val_loss: 0.0311613 | Time: 1714.92 ms
[2021-03-12 17:03:47 main:574] : INFO : Epoch 1901 | loss: 0.0311435 | val_loss: 0.0311602 | Time: 1727.6 ms
[2021-03-12 17:03:48 main:574] : INFO : Epoch 1902 | loss: 0.0311405 | val_loss: 0.0311603 | Time: 1650.79 ms
[2021-03-12 17:03:50 main:574] : INFO : Epoch 1903 | loss: 0.0311404 | val_loss: 0.0311623 | Time: 1448.81 ms
[2021-03-12 17:03:51 main:574] : INFO : Epoch 1904 | loss: 0.0311402 | val_loss: 0.0311572 | Time: 1696.1 ms
[2021-03-12 17:03:53 main:574] : INFO : Epoch 1905 | loss: 0.0311382 | val_loss: 0.0311565 | Time: 1718.48 ms
[2021-03-12 17:03:55 main:574] : INFO : Epoch 1906 | loss: 0.0311375 | val_loss: 0.0311569 | Time: 1741.07 ms
[2021-03-12 17:03:57 main:574] : INFO : Epoch 1907 | loss: 0.0311395 | val_loss: 0.0311586 | Time: 1746.66 ms
[2021-03-12 17:03:58 main:574] : INFO : Epoch 1908 | loss: 0.0311397 | val_loss: 0.0311544 | Time: 1633.04 ms
[2021-03-12 17:04:00 main:574] : INFO : Epoch 1909 | loss: 0.0311403 | val_loss: 0.0311608 | Time: 1437.33 ms
[2021-03-12 17:04:02 main:574] : INFO : Epoch 1910 | loss: 0.0311423 | val_loss: 0.0311583 | Time: 1705.33 ms
[2021-03-12 17:04:03 main:574] : INFO : Epoch 1911 | loss: 0.0311438 | val_loss: 0.0311597 | Time: 1702.4 ms
[2021-03-12 17:04:05 main:574] : INFO : Epoch 1912 | loss: 0.0311378 | val_loss: 0.0311545 | Time: 1763.72 ms
[2021-03-12 17:04:07 main:574] : INFO : Epoch 1913 | loss: 0.0311386 | val_loss: 0.0311542 | Time: 1676.72 ms
[2021-03-12 17:04:08 main:574] : INFO : Epoch 1914 | loss: 0.0311405 | val_loss: 0.0311587 | Time: 1650.73 ms
[2021-03-12 17:04:10 main:574] : INFO : Epoch 1915 | loss: 0.0311413 | val_loss: 0.0311579 | Time: 1426.29 ms
[2021-03-12 17:04:12 main:574] : INFO : Epoch 1916 | loss: 0.03114 | val_loss: 0.0311583 | Time: 1723.15 ms
[2021-03-12 17:04:13 main:574] : INFO : Epoch 1917 | loss: 0.0311371 | val_loss: 0.0311565 | Time: 1765.76 ms
[2021-03-12 17:04:15 main:574] : INFO : Epoch 1918 | loss: 0.0311354 | val_loss: 0.0311555 | Time: 1716.17 ms
[2021-03-12 17:04:17 main:574] : INFO : Epoch 1919 | loss: 0.0311365 | val_loss: 0.0311553 | Time: 1680.48 ms
[2021-03-12 17:04:18 main:574] : INFO : Epoch 1920 | loss: 0.0311356 | val_loss: 0.0311562 | Time: 1643.07 ms
[2021-03-12 17:04:20 main:574] : INFO : Epoch 1921 | loss: 0.0311341 | val_loss: 0.0311567 | Time: 1421.27 ms
[2021-03-12 17:04:22 main:574] : INFO : Epoch 1922 | loss: 0.0311341 | val_loss: 0.0311553 | Time: 1772.93 ms
[2021-03-12 17:04:23 main:574] : INFO : Epoch 1923 | loss: 0.0311322 | val_loss: 0.0311599 | Time: 1727.04 ms
[2021-03-12 17:04:25 main:574] : INFO : Epoch 1924 | loss: 0.0311343 | val_loss: 0.0311542 | Time: 1721 ms
[2021-03-12 17:04:27 main:574] : INFO : Epoch 1925 | loss: 0.0311344 | val_loss: 0.0311557 | Time: 1704.91 ms
[2021-03-12 17:04:28 main:574] : INFO : Epoch 1926 | loss: 0.0311364 | val_loss: 0.0311613 | Time: 1694.51 ms
[2021-03-12 17:04:30 main:574] : INFO : Epoch 1927 | loss: 0.031133 | val_loss: 0.0311561 | Time: 1461.13 ms
[2021-03-12 17:04:32 main:574] : INFO : Epoch 1928 | loss: 0.031133 | val_loss: 0.0311578 | Time: 1675.95 ms
[2021-03-12 17:04:33 main:574] : INFO : Epoch 1929 | loss: 0.0311315 | val_loss: 0.0311592 | Time: 1704.64 ms
[2021-03-12 17:04:35 main:574] : INFO : Epoch 1930 | loss: 0.0311338 | val_loss: 0.0311567 | Time: 1763.85 ms
[2021-03-12 17:04:37 main:574] : INFO : Epoch 1931 | loss: 0.031134 | val_loss: 0.031155 | Time: 1729.65 ms
[2021-03-12 17:04:39 main:574] : INFO : Epoch 1932 | loss: 0.0311353 | val_loss: 0.0311534 | Time: 1654.6 ms
[2021-03-12 17:04:40 main:574] : INFO : Epoch 1933 | loss: 0.0311337 | val_loss: 0.0311567 | Time: 1480.85 ms
[2021-03-12 17:04:42 main:574] : INFO : Epoch 1934 | loss: 0.0311354 | val_loss: 0.0311561 | Time: 1667.93 ms
[2021-03-12 17:04:43 main:574] : INFO : Epoch 1935 | loss: 0.0311318 | val_loss: 0.0311549 | Time: 1707.32 ms
[2021-03-12 17:04:45 main:574] : INFO : Epoch 1936 | loss: 0.0311297 | val_loss: 0.0311586 | Time: 1713.18 ms
[2021-03-12 17:04:47 main:574] : INFO : Epoch 1937 | loss: 0.0311314 | val_loss: 0.0311557 | Time: 1701.45 ms
[2021-03-12 17:04:49 main:574] : INFO : Epoch 1938 | loss: 0.0311303 | val_loss: 0.0311595 | Time: 1662.45 ms
[2021-03-12 17:04:50 main:574] : INFO : Epoch 1939 | loss: 0.0311306 | val_loss: 0.0311553 | Time: 1448.18 ms
[2021-03-12 17:04:52 main:574] : INFO : Epoch 1940 | loss: 0.031131 | val_loss: 0.0311534 | Time: 1695.06 ms
[2021-03-12 17:04:53 main:574] : INFO : Epoch 1941 | loss: 0.031134 | val_loss: 0.0311594 | Time: 1698.95 ms
[2021-03-12 17:04:55 main:574] : INFO : Epoch 1942 | loss: 0.0311321 | val_loss: 0.0311529 | Time: 1668.09 ms
[2021-03-12 17:04:57 main:574] : INFO : Epoch 1943 | loss: 0.0311385 | val_loss: 0.0311612 | Time: 1685.78 ms
[2021-03-12 17:04:58 main:574] : INFO : Epoch 1944 | loss: 0.0311414 | val_loss: 0.031159 | Time: 1721.73 ms
[2021-03-12 17:05:00 main:574] : INFO : Epoch 1945 | loss: 0.0311388 | val_loss: 0.0311552 | Time: 1457.79 ms
[2021-03-12 17:05:02 main:574] : INFO : Epoch 1946 | loss: 0.0311347 | val_loss: 0.0311527 | Time: 1716.51 ms
[2021-03-12 17:05:03 main:574] : INFO : Epoch 1947 | loss: 0.0311346 | val_loss: 0.031153 | Time: 1742.19 ms
[2021-03-12 17:05:05 main:574] : INFO : Epoch 1948 | loss: 0.0311352 | val_loss: 0.0311563 | Time: 1716.12 ms
[2021-03-12 17:05:07 main:574] : INFO : Epoch 1949 | loss: 0.0311388 | val_loss: 0.0311571 | Time: 1665.35 ms
[2021-03-12 17:05:09 main:574] : INFO : Epoch 1950 | loss: 0.0311414 | val_loss: 0.0311584 | Time: 1720.2 ms
[2021-03-12 17:05:10 main:574] : INFO : Epoch 1951 | loss: 0.031137 | val_loss: 0.031159 | Time: 1455.86 ms
[2021-03-12 17:05:12 main:574] : INFO : Epoch 1952 | loss: 0.0311353 | val_loss: 0.0311612 | Time: 1692.07 ms
[2021-03-12 17:05:13 main:574] : INFO : Epoch 1953 | loss: 0.0311355 | val_loss: 0.0311594 | Time: 1724.02 ms
[2021-03-12 17:05:15 main:574] : INFO : Epoch 1954 | loss: 0.0311358 | val_loss: 0.0311582 | Time: 1752.45 ms
[2021-03-12 17:05:17 main:574] : INFO : Epoch 1955 | loss: 0.0311341 | val_loss: 0.0311651 | Time: 1678.61 ms
[2021-03-12 17:05:19 main:574] : INFO : Epoch 1956 | loss: 0.0311358 | val_loss: 0.0311591 | Time: 1668.52 ms
[2021-03-12 17:05:20 main:574] : INFO : Epoch 1957 | loss: 0.0311339 | val_loss: 0.0311585 | Time: 1473.46 ms
[2021-03-12 17:05:22 main:574] : INFO : Epoch 1958 | loss: 0.0311336 | val_loss: 0.0311578 | Time: 1701.87 ms
[2021-03-12 17:05:23 main:574] : INFO : Epoch 1959 | loss: 0.0311362 | val_loss: 0.0311583 | Time: 1724.02 ms
[2021-03-12 17:05:25 main:574] : INFO : Epoch 1960 | loss: 0.0311379 | val_loss: 0.0311568 | Time: 1712.97 ms
[2021-03-12 17:05:27 main:574] : INFO : Epoch 1961 | loss: 0.0311345 | val_loss: 0.0311619 | Time: 1689 ms
[2021-03-12 17:05:29 main:574] : INFO : Epoch 1962 | loss: 0.0311388 | val_loss: 0.0311669 | Time: 1627.39 ms
[2021-03-12 17:05:30 main:574] : INFO : Epoch 1963 | loss: 0.0311386 | val_loss: 0.0311566 | Time: 1458.04 ms
[2021-03-12 17:05:32 main:574] : INFO : Epoch 1964 | loss: 0.0311347 | val_loss: 0.0311534 | Time: 1704.37 ms
[2021-03-12 17:05:33 main:574] : INFO : Epoch 1965 | loss: 0.0311332 | val_loss: 0.031159 | Time: 1719.92 ms
[2021-03-12 17:05:35 main:574] : INFO : Epoch 1966 | loss: 0.031132 | val_loss: 0.0311543 | Time: 1710.03 ms
[2021-03-12 17:05:37 main:574] : INFO : Epoch 1967 | loss: 0.0311322 | val_loss: 0.031157 | Time: 1688.11 ms
[2021-03-12 17:05:39 main:574] : INFO : Epoch 1968 | loss: 0.0311325 | val_loss: 0.0311565 | Time: 1689.06 ms
[2021-03-12 17:05:40 main:574] : INFO : Epoch 1969 | loss: 0.0311287 | val_loss: 0.0311552 | Time: 1457.41 ms
[2021-03-12 17:05:42 main:574] : INFO : Epoch 1970 | loss: 0.0311274 | val_loss: 0.031153 | Time: 1718.25 ms
[2021-03-12 17:05:43 main:574] : INFO : Epoch 1971 | loss: 0.0311271 | val_loss: 0.031154 | Time: 1676.89 ms
[2021-03-12 17:05:45 main:574] : INFO : Epoch 1972 | loss: 0.0311286 | val_loss: 0.0311545 | Time: 1719.69 ms
[2021-03-12 17:05:47 main:574] : INFO : Epoch 1973 | loss: 0.0311306 | val_loss: 0.031157 | Time: 1708.1 ms
[2021-03-12 17:05:49 main:574] : INFO : Epoch 1974 | loss: 0.0311331 | val_loss: 0.0311634 | Time: 1686.97 ms
[2021-03-12 17:05:50 main:574] : INFO : Epoch 1975 | loss: 0.0311327 | val_loss: 0.0311569 | Time: 1462.33 ms
[2021-03-12 17:05:52 main:574] : INFO : Epoch 1976 | loss: 0.0311319 | val_loss: 0.0311565 | Time: 1740.17 ms
[2021-03-12 17:05:54 main:574] : INFO : Epoch 1977 | loss: 0.0311329 | val_loss: 0.0311594 | Time: 1696.01 ms
[2021-03-12 17:05:55 main:574] : INFO : Epoch 1978 | loss: 0.0311323 | val_loss: 0.0311549 | Time: 1719.64 ms
[2021-03-12 17:05:57 main:574] : INFO : Epoch 1979 | loss: 0.0311305 | val_loss: 0.031158 | Time: 1653.51 ms
[2021-03-12 17:05:59 main:574] : INFO : Epoch 1980 | loss: 0.0311297 | val_loss: 0.0311628 | Time: 1733.74 ms
[2021-03-12 17:06:00 main:574] : INFO : Epoch 1981 | loss: 0.0311326 | val_loss: 0.0311571 | Time: 1441.07 ms
[2021-03-12 17:06:02 main:574] : INFO : Epoch 1982 | loss: 0.0311306 | val_loss: 0.0311568 | Time: 1768.08 ms
[2021-03-12 17:06:04 main:574] : INFO : Epoch 1983 | loss: 0.0311294 | val_loss: 0.0311551 | Time: 1820.75 ms
[2021-03-12 17:06:05 main:574] : INFO : Epoch 1984 | loss: 0.0311295 | val_loss: 0.0311551 | Time: 1735.54 ms
[2021-03-12 17:06:07 main:574] : INFO : Epoch 1985 | loss: 0.031132 | val_loss: 0.0311572 | Time: 1728.38 ms
[2021-03-12 17:06:09 main:574] : INFO : Epoch 1986 | loss: 0.0311341 | val_loss: 0.0311579 | Time: 1639.85 ms
[2021-03-12 17:06:10 main:574] : INFO : Epoch 1987 | loss: 0.031135 | val_loss: 0.0311551 | Time: 1517.64 ms
[2021-03-12 17:06:12 main:574] : INFO : Epoch 1988 | loss: 0.0311334 | val_loss: 0.0311567 | Time: 1754.43 ms
[2021-03-12 17:06:14 main:574] : INFO : Epoch 1989 | loss: 0.0311334 | val_loss: 0.0311586 | Time: 1712.45 ms
[2021-03-12 17:06:16 main:574] : INFO : Epoch 1990 | loss: 0.031131 | val_loss: 0.0311627 | Time: 1760.93 ms
[2021-03-12 17:06:17 main:574] : INFO : Epoch 1991 | loss: 0.0311291 | val_loss: 0.0311558 | Time: 1715.62 ms
[2021-03-12 17:06:19 main:574] : INFO : Epoch 1992 | loss: 0.0311272 | val_loss: 0.0311598 | Time: 1637.76 ms
[2021-03-12 17:06:20 main:574] : INFO : Epoch 1993 | loss: 0.0311271 | val_loss: 0.0311588 | Time: 1490.1 ms
[2021-03-12 17:06:22 main:574] : INFO : Epoch 1994 | loss: 0.0311275 | val_loss: 0.0311573 | Time: 1716.73 ms
[2021-03-12 17:06:24 main:574] : INFO : Epoch 1995 | loss: 0.0311271 | val_loss: 0.0311618 | Time: 1695.65 ms
[2021-03-12 17:06:26 main:574] : INFO : Epoch 1996 | loss: 0.0311284 | val_loss: 0.0311606 | Time: 1746.75 ms
[2021-03-12 17:06:27 main:574] : INFO : Epoch 1997 | loss: 0.031129 | val_loss: 0.0311626 | Time: 1723.64 ms
[2021-03-12 17:06:29 main:574] : INFO : Epoch 1998 | loss: 0.0311293 | val_loss: 0.0311612 | Time: 1615.17 ms
[2021-03-12 17:06:31 main:574] : INFO : Epoch 1999 | loss: 0.0311292 | val_loss: 0.0311649 | Time: 1514.74 ms
[2021-03-12 17:06:32 main:574] : INFO : Epoch 2000 | loss: 0.0311284 | val_loss: 0.0311585 | Time: 1702.26 ms
[2021-03-12 17:06:34 main:574] : INFO : Epoch 2001 | loss: 0.031131 | val_loss: 0.0311563 | Time: 1760.18 ms
[2021-03-12 17:06:36 main:574] : INFO : Epoch 2002 | loss: 0.0311317 | val_loss: 0.0311603 | Time: 1738.45 ms
[2021-03-12 17:06:37 main:574] : INFO : Epoch 2003 | loss: 0.0311332 | val_loss: 0.0311559 | Time: 1705.29 ms
[2021-03-12 17:06:39 main:574] : INFO : Epoch 2004 | loss: 0.0311318 | val_loss: 0.0311589 | Time: 1588.11 ms
[2021-03-12 17:06:41 main:574] : INFO : Epoch 2005 | loss: 0.0311389 | val_loss: 0.0311595 | Time: 1560.4 ms
[2021-03-12 17:06:42 main:574] : INFO : Epoch 2006 | loss: 0.0311414 | val_loss: 0.0311574 | Time: 1692.61 ms
[2021-03-12 17:06:44 main:574] : INFO : Epoch 2007 | loss: 0.031139 | val_loss: 0.0311569 | Time: 1681.18 ms
[2021-03-12 17:06:46 main:574] : INFO : Epoch 2008 | loss: 0.0311366 | val_loss: 0.0311572 | Time: 1716.25 ms
[2021-03-12 17:06:47 main:574] : INFO : Epoch 2009 | loss: 0.0311367 | val_loss: 0.0311577 | Time: 1645.17 ms
[2021-03-12 17:06:49 main:574] : INFO : Epoch 2010 | loss: 0.0311357 | val_loss: 0.0311596 | Time: 1583.64 ms
[2021-03-12 17:06:51 main:574] : INFO : Epoch 2011 | loss: 0.0311357 | val_loss: 0.0311566 | Time: 1526.62 ms
[2021-03-12 17:06:52 main:574] : INFO : Epoch 2012 | loss: 0.0311345 | val_loss: 0.0311578 | Time: 1762.3 ms
[2021-03-12 17:06:54 main:574] : INFO : Epoch 2013 | loss: 0.0311354 | val_loss: 0.0311576 | Time: 1694.66 ms
[2021-03-12 17:06:56 main:574] : INFO : Epoch 2014 | loss: 0.0311343 | val_loss: 0.0311559 | Time: 1751.91 ms
[2021-03-12 17:06:58 main:574] : INFO : Epoch 2015 | loss: 0.0311324 | val_loss: 0.0311599 | Time: 1751.5 ms
[2021-03-12 17:06:59 main:574] : INFO : Epoch 2016 | loss: 0.0311303 | val_loss: 0.0311604 | Time: 1586.48 ms
[2021-03-12 17:07:01 main:574] : INFO : Epoch 2017 | loss: 0.0311311 | val_loss: 0.0311579 | Time: 1531.41 ms
[2021-03-12 17:07:02 main:574] : INFO : Epoch 2018 | loss: 0.0311297 | val_loss: 0.0311602 | Time: 1693.46 ms
[2021-03-12 17:07:04 main:574] : INFO : Epoch 2019 | loss: 0.0311315 | val_loss: 0.0311557 | Time: 1762.22 ms
[2021-03-12 17:07:06 main:574] : INFO : Epoch 2020 | loss: 0.0311332 | val_loss: 0.0311578 | Time: 1762.21 ms
[2021-03-12 17:07:08 main:574] : INFO : Epoch 2021 | loss: 0.0311313 | val_loss: 0.0311573 | Time: 1777.68 ms
[2021-03-12 17:07:09 main:574] : INFO : Epoch 2022 | loss: 0.0311324 | val_loss: 0.0311588 | Time: 1540.97 ms
[2021-03-12 17:07:11 main:574] : INFO : Epoch 2023 | loss: 0.0311335 | val_loss: 0.0311564 | Time: 1606.07 ms
[2021-03-12 17:07:13 main:574] : INFO : Epoch 2024 | loss: 0.0311324 | val_loss: 0.0311605 | Time: 1848.41 ms
[2021-03-12 17:07:14 main:574] : INFO : Epoch 2025 | loss: 0.0311318 | val_loss: 0.0311554 | Time: 1732.26 ms
[2021-03-12 17:07:16 main:574] : INFO : Epoch 2026 | loss: 0.0311346 | val_loss: 0.0311592 | Time: 1750.12 ms
[2021-03-12 17:07:18 main:574] : INFO : Epoch 2027 | loss: 0.0311356 | val_loss: 0.0311712 | Time: 1776.71 ms
[2021-03-12 17:07:20 main:574] : INFO : Epoch 2028 | loss: 0.031134 | val_loss: 0.0311617 | Time: 1499.57 ms
[2021-03-12 17:07:21 main:574] : INFO : Epoch 2029 | loss: 0.0311306 | val_loss: 0.0311624 | Time: 1668.59 ms
[2021-03-12 17:07:23 main:574] : INFO : Epoch 2030 | loss: 0.0311346 | val_loss: 0.0311613 | Time: 1739.53 ms
[2021-03-12 17:07:25 main:574] : INFO : Epoch 2031 | loss: 0.031131 | val_loss: 0.0311608 | Time: 1715.6 ms
[2021-03-12 17:07:26 main:574] : INFO : Epoch 2032 | loss: 0.031131 | val_loss: 0.0311596 | Time: 1749.13 ms
[2021-03-12 17:07:28 main:574] : INFO : Epoch 2033 | loss: 0.0311286 | val_loss: 0.0311615 | Time: 1743.3 ms
[2021-03-12 17:07:30 main:574] : INFO : Epoch 2034 | loss: 0.0311303 | val_loss: 0.0311615 | Time: 1484.82 ms
[2021-03-12 17:07:31 main:574] : INFO : Epoch 2035 | loss: 0.0311299 | val_loss: 0.0311641 | Time: 1665.19 ms
[2021-03-12 17:07:33 main:574] : INFO : Epoch 2036 | loss: 0.0311614 | val_loss: 0.0311831 | Time: 1755.01 ms
[2021-03-12 17:07:35 main:574] : INFO : Epoch 2037 | loss: 0.0311759 | val_loss: 0.0311733 | Time: 1709.37 ms
[2021-03-12 17:07:37 main:574] : INFO : Epoch 2038 | loss: 0.031172 | val_loss: 0.0311728 | Time: 1679.51 ms
[2021-03-12 17:07:38 main:574] : INFO : Epoch 2039 | loss: 0.0311696 | val_loss: 0.0311715 | Time: 1715.9 ms
[2021-03-12 17:07:40 main:574] : INFO : Epoch 2040 | loss: 0.0311666 | val_loss: 0.0311715 | Time: 1473.22 ms
[2021-03-12 17:07:41 main:574] : INFO : Epoch 2041 | loss: 0.0311658 | val_loss: 0.0311708 | Time: 1680.09 ms
[2021-03-12 17:07:43 main:574] : INFO : Epoch 2042 | loss: 0.0311637 | val_loss: 0.0311704 | Time: 1687.27 ms
[2021-03-12 17:07:45 main:574] : INFO : Epoch 2043 | loss: 0.0311631 | val_loss: 0.0311692 | Time: 1732.11 ms
[2021-03-12 17:07:47 main:574] : INFO : Epoch 2044 | loss: 0.0311616 | val_loss: 0.03117 | Time: 1761.17 ms
[2021-03-12 17:07:48 main:574] : INFO : Epoch 2045 | loss: 0.0311579 | val_loss: 0.0311701 | Time: 1750.67 ms
[2021-03-12 17:07:50 main:574] : INFO : Epoch 2046 | loss: 0.0311558 | val_loss: 0.0311703 | Time: 1474.13 ms
[2021-03-12 17:07:52 main:574] : INFO : Epoch 2047 | loss: 0.0311555 | val_loss: 0.0311684 | Time: 1670.98 ms
[2021-03-12 17:07:53 main:574] : INFO : Epoch 2048 | loss: 0.0311543 | val_loss: 0.0311693 | Time: 1690.66 ms
[2021-03-12 17:07:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311693
[2021-03-12 17:07:53 main:603] : INFO : Saving end state to config to file
[2021-03-12 17:07:53 main:608] : INFO : Success, exiting..
17:07:53 (11088): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)