Task 5376656
| Name | ParityMachine-1622599032-31983-2_1 |
| Workunit | 3189553 |
| Created | 19 Jun 2021, 12:11:24 UTC |
| Sent | 19 Jun 2021, 12:21:08 UTC |
| Report deadline | 26 Jun 2021, 12:21:08 UTC |
| Received | 20 Jun 2021, 4:12:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 1 hours 4 min 9 sec |
| CPU time | 1 hours 4 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.96 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 | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 22:55:24 main:581] : INFO : Epoch 1538 | loss: 0.0311507 | val_loss: 0.0311648 | Time: 1919.46 ms [2021-06-19 22:55:26 main:581] : INFO : Epoch 1539 | loss: 0.0311518 | val_loss: 0.0311685 | Time: 1901.34 ms [2021-06-19 22:55:28 main:581] : INFO : Epoch 1540 | loss: 0.0311491 | val_loss: 0.0311656 | Time: 1872.99 ms [2021-06-19 22:55:30 main:581] : INFO : Epoch 1541 | loss: 0.0311477 | val_loss: 0.0311683 | Time: 1892.7 ms [2021-06-19 22:55:32 main:581] : INFO : Epoch 1542 | loss: 0.0311483 | val_loss: 0.0311685 | Time: 1869.25 ms [2021-06-19 22:55:34 main:581] : INFO : Epoch 1543 | loss: 0.0311477 | val_loss: 0.0311699 | Time: 1875.98 ms [2021-06-19 22:55:35 main:581] : INFO : Epoch 1544 | loss: 0.0311478 | val_loss: 0.031169 | Time: 1882 ms [2021-06-19 22:55:37 main:581] : INFO : Epoch 1545 | loss: 0.031149 | val_loss: 0.0311682 | Time: 1892.13 ms [2021-06-19 22:55:39 main:581] : INFO : Epoch 1546 | loss: 0.0311474 | val_loss: 0.0311698 | Time: 1882.47 ms [2021-06-19 22:55:41 main:581] : INFO : Epoch 1547 | loss: 0.0311467 | val_loss: 0.0311699 | Time: 1885.01 ms [2021-06-19 22:55:43 main:581] : INFO : Epoch 1548 | loss: 0.0311499 | val_loss: 0.0311706 | Time: 1868.08 ms [2021-06-19 22:55:45 main:581] : INFO : Epoch 1549 | loss: 0.0311491 | val_loss: 0.0311675 | Time: 1869.34 ms [2021-06-19 22:55:47 main:581] : INFO : Epoch 1550 | loss: 0.0311484 | val_loss: 0.0311673 | Time: 1871.78 ms [2021-06-19 22:55:49 main:581] : INFO : Epoch 1551 | loss: 0.0311474 | val_loss: 0.0311668 | Time: 1866.72 ms [2021-06-19 22:55:50 main:581] : INFO : Epoch 1552 | loss: 0.0311484 | val_loss: 0.0311721 | Time: 1909.39 ms [2021-06-19 22:55:52 main:581] : INFO : Epoch 1553 | loss: 0.031147 | val_loss: 0.031168 | Time: 1919.72 ms [2021-06-19 22:55:54 main:581] : INFO : Epoch 1554 | loss: 0.0311466 | val_loss: 0.0311697 | Time: 1874.97 ms [2021-06-19 22:55:56 main:581] : INFO : Epoch 1555 | loss: 0.0311472 | val_loss: 0.0311699 | Time: 1870.3 ms [2021-06-19 22:55:58 main:581] : INFO : Epoch 1556 | loss: 0.0311478 | val_loss: 0.0311688 | Time: 1867.92 ms [2021-06-19 22:56:00 main:581] : INFO : Epoch 1557 | loss: 0.0311476 | val_loss: 0.031175 | Time: 1862.79 ms [2021-06-19 22:56:02 main:581] : INFO : Epoch 1558 | loss: 0.0311504 | val_loss: 0.0311726 | Time: 1879.58 ms [2021-06-19 22:56:04 main:581] : INFO : Epoch 1559 | loss: 0.0311488 | val_loss: 0.0311725 | Time: 1911.63 ms [2021-06-19 22:56:06 main:581] : INFO : Epoch 1560 | loss: 0.0311489 | val_loss: 0.0311725 | Time: 1873.72 ms [2021-06-19 22:56:07 main:581] : INFO : Epoch 1561 | loss: 0.0311483 | val_loss: 0.0311677 | Time: 1899.27 ms [2021-06-19 22:56:09 main:581] : INFO : Epoch 1562 | loss: 0.0311472 | val_loss: 0.0311681 | Time: 1907.31 ms [2021-06-19 22:56:11 main:581] : INFO : Epoch 1563 | loss: 0.0311459 | val_loss: 0.0311677 | Time: 1893.74 ms [2021-06-19 22:56:13 main:581] : INFO : Epoch 1564 | loss: 0.0311465 | val_loss: 0.0311674 | Time: 1872.84 ms [2021-06-19 22:56:15 main:581] : INFO : Epoch 1565 | loss: 0.0311472 | val_loss: 0.0311673 | Time: 1885.89 ms [2021-06-19 22:56:17 main:581] : INFO : Epoch 1566 | loss: 0.0311509 | val_loss: 0.0311701 | Time: 1917.2 ms [2021-06-19 22:56:19 main:581] : INFO : Epoch 1567 | loss: 0.0311513 | val_loss: 0.0311676 | Time: 1894.71 ms [2021-06-19 22:56:21 main:581] : INFO : Epoch 1568 | loss: 0.0311491 | val_loss: 0.0311671 | Time: 1869.35 ms [2021-06-19 22:56:23 main:581] : INFO : Epoch 1569 | loss: 0.0311479 | val_loss: 0.0311692 | Time: 1872.07 ms [2021-06-19 22:56:24 main:581] : INFO : Epoch 1570 | loss: 0.0311462 | val_loss: 0.0311692 | Time: 1870.48 ms [2021-06-19 22:56:26 main:581] : INFO : Epoch 1571 | loss: 0.0311457 | val_loss: 0.0311691 | Time: 1873.34 ms [2021-06-19 22:56:28 main:581] : INFO : Epoch 1572 | loss: 0.031146 | val_loss: 0.0311693 | Time: 1857.86 ms [2021-06-19 22:56:30 main:581] : INFO : Epoch 1573 | loss: 0.0311452 | val_loss: 0.031167 | Time: 1878.54 ms [2021-06-19 22:56:32 main:581] : INFO : Epoch 1574 | loss: 0.0311463 | val_loss: 0.0311699 | Time: 1857.71 ms [2021-06-19 22:56:34 main:581] : INFO : Epoch 1575 | loss: 0.0311447 | val_loss: 0.0311677 | Time: 1868.22 ms [2021-06-19 22:56:36 main:581] : INFO : Epoch 1576 | loss: 0.0311443 | val_loss: 0.0311693 | Time: 1860.7 ms [2021-06-19 22:56:38 main:581] : INFO : Epoch 1577 | loss: 0.0311455 | val_loss: 0.0311678 | Time: 1907.8 ms [2021-06-19 22:56:39 main:581] : INFO : Epoch 1578 | loss: 0.0311446 | val_loss: 0.0311676 | Time: 1889.86 ms [2021-06-19 22:56:41 main:581] : INFO : Epoch 1579 | loss: 0.0311439 | val_loss: 0.0311686 | Time: 1845.64 ms [2021-06-19 22:56:43 main:581] : INFO : Epoch 1580 | loss: 0.0311433 | val_loss: 0.031168 | Time: 1854.88 ms [2021-06-19 22:56:45 main:581] : INFO : Epoch 1581 | loss: 0.031143 | val_loss: 0.0311696 | Time: 1857.71 ms [2021-06-19 22:56:47 main:581] : INFO : Epoch 1582 | loss: 0.0311447 | val_loss: 0.0311682 | Time: 1852.83 ms [2021-06-19 22:56:49 main:581] : INFO : Epoch 1583 | loss: 0.0311445 | val_loss: 0.0311682 | Time: 1851.31 ms [2021-06-19 22:56:51 main:581] : INFO : Epoch 1584 | loss: 0.0311437 | val_loss: 0.0311684 | Time: 1891.16 ms [2021-06-19 22:56:52 main:581] : INFO : Epoch 1585 | loss: 0.0311454 | val_loss: 0.0311673 | Time: 1867.67 ms [2021-06-19 22:56:54 main:581] : INFO : Epoch 1586 | loss: 0.0311469 | val_loss: 0.0311701 | Time: 1873.31 ms [2021-06-19 22:56:56 main:581] : INFO : Epoch 1587 | loss: 0.031149 | val_loss: 0.0311686 | Time: 1902.1 ms [2021-06-19 22:56:58 main:581] : INFO : Epoch 1588 | loss: 0.0311466 | val_loss: 0.0311656 | Time: 1868.84 ms [2021-06-19 22:57:00 main:581] : INFO : Epoch 1589 | loss: 0.0311467 | val_loss: 0.0311678 | Time: 1877.64 ms [2021-06-19 22:57:02 main:581] : INFO : Epoch 1590 | loss: 0.0311461 | val_loss: 0.0311686 | Time: 1898.01 ms [2021-06-19 22:57:04 main:581] : INFO : Epoch 1591 | loss: 0.0311452 | val_loss: 0.031167 | Time: 1879.18 ms [2021-06-19 22:57:06 main:581] : INFO : Epoch 1592 | loss: 0.031147 | val_loss: 0.0311664 | Time: 1881.78 ms [2021-06-19 22:57:08 main:581] : INFO : Epoch 1593 | loss: 0.031147 | val_loss: 0.0311693 | Time: 1882.78 ms [2021-06-19 22:57:09 main:581] : INFO : Epoch 1594 | loss: 0.0311485 | val_loss: 0.0311714 | Time: 1874.06 ms [2021-06-19 22:57:11 main:581] : INFO : Epoch 1595 | loss: 0.0311459 | val_loss: 0.0311677 | Time: 1870.5 ms [2021-06-19 22:57:13 main:581] : INFO : Epoch 1596 | loss: 0.0311461 | val_loss: 0.0311663 | Time: 1872.71 ms [2021-06-19 22:57:15 main:581] : INFO : Epoch 1597 | loss: 0.0311454 | val_loss: 0.031169 | Time: 1875.11 ms [2021-06-19 22:57:17 main:581] : INFO : Epoch 1598 | loss: 0.0311453 | val_loss: 0.0311676 | Time: 1874.87 ms [2021-06-19 22:57:19 main:581] : INFO : Epoch 1599 | loss: 0.0311443 | val_loss: 0.0311661 | Time: 1871.42 ms [2021-06-19 22:57:21 main:581] : INFO : Epoch 1600 | loss: 0.0311574 | val_loss: 0.031174 | Time: 1881.04 ms [2021-06-19 22:57:22 main:581] : INFO : Epoch 1601 | loss: 0.0311536 | val_loss: 0.0311682 | Time: 1856.03 ms [2021-06-19 22:57:24 main:581] : INFO : Epoch 1602 | loss: 0.0311495 | val_loss: 0.0311702 | Time: 1879.85 ms [2021-06-19 22:57:26 main:581] : INFO : Epoch 1603 | loss: 0.0311478 | val_loss: 0.0311679 | Time: 1899.25 ms [2021-06-19 22:57:28 main:581] : INFO : Epoch 1604 | loss: 0.031149 | val_loss: 0.0311668 | Time: 1874.39 ms [2021-06-19 22:57:30 main:581] : INFO : Epoch 1605 | loss: 0.0311469 | val_loss: 0.031169 | Time: 1875.72 ms [2021-06-19 22:57:32 main:581] : INFO : Epoch 1606 | loss: 0.0311458 | val_loss: 0.0311664 | Time: 1858.02 ms [2021-06-19 22:57:34 main:581] : INFO : Epoch 1607 | loss: 0.0311459 | val_loss: 0.031168 | Time: 1895.89 ms [2021-06-19 22:57:36 main:581] : INFO : Epoch 1608 | loss: 0.0311464 | val_loss: 0.0311681 | Time: 1888.74 ms [2021-06-19 22:57:38 main:581] : INFO : Epoch 1609 | loss: 0.0311446 | val_loss: 0.0311664 | Time: 1889.12 ms [2021-06-19 22:57:39 main:581] : INFO : Epoch 1610 | loss: 0.0311438 | val_loss: 0.0311691 | Time: 1937.03 ms [2021-06-19 22:57:41 main:581] : INFO : Epoch 1611 | loss: 0.0311443 | val_loss: 0.0311673 | Time: 1918.3 ms [2021-06-19 22:57:43 main:581] : INFO : Epoch 1612 | loss: 0.0311453 | val_loss: 0.0311697 | Time: 1880.5 ms [2021-06-19 22:57:45 main:581] : INFO : Epoch 1613 | loss: 0.0311431 | val_loss: 0.0311717 | Time: 1878.68 ms [2021-06-19 22:57:47 main:581] : INFO : Epoch 1614 | loss: 0.0311467 | val_loss: 0.031168 | Time: 1909.23 ms [2021-06-19 22:57:49 main:581] : INFO : Epoch 1615 | loss: 0.0311504 | val_loss: 0.0311659 | Time: 1879.28 ms [2021-06-19 22:57:51 main:581] : INFO : Epoch 1616 | loss: 0.0311485 | val_loss: 0.0311656 | Time: 1896.99 ms [2021-06-19 22:57:53 main:581] : INFO : Epoch 1617 | loss: 0.0311487 | val_loss: 0.0311678 | Time: 1867.28 ms [2021-06-19 22:57:55 main:581] : INFO : Epoch 1618 | loss: 0.0311482 | val_loss: 0.0311692 | Time: 1887.17 ms [2021-06-19 22:57:57 main:581] : INFO : Epoch 1619 | loss: 0.0311481 | val_loss: 0.031167 | Time: 1907.6 ms [2021-06-19 22:57:58 main:581] : INFO : Epoch 1620 | loss: 0.0311475 | val_loss: 0.0311674 | Time: 1875.54 ms [2021-06-19 22:58:00 main:581] : INFO : Epoch 1621 | loss: 0.0311468 | val_loss: 0.0311684 | Time: 1844.27 ms [2021-06-19 22:58:02 main:581] : INFO : Epoch 1622 | loss: 0.0311461 | val_loss: 0.0311688 | Time: 1878.89 ms [2021-06-19 22:58:04 main:581] : INFO : Epoch 1623 | loss: 0.0311467 | val_loss: 0.0311678 | Time: 1893.99 ms [2021-06-19 22:58:06 main:581] : INFO : Epoch 1624 | loss: 0.0311458 | val_loss: 0.0311666 | Time: 1885.04 ms [2021-06-19 22:58:08 main:581] : INFO : Epoch 1625 | loss: 0.0311448 | val_loss: 0.0311674 | Time: 1909.1 ms [2021-06-19 22:58:10 main:581] : INFO : Epoch 1626 | loss: 0.0311447 | val_loss: 0.0311704 | Time: 1875.13 ms [2021-06-19 22:58:12 main:581] : INFO : Epoch 1627 | loss: 0.0311462 | val_loss: 0.031169 | Time: 1899.44 ms [2021-06-19 22:58:13 main:581] : INFO : Epoch 1628 | loss: 0.0311492 | val_loss: 0.0311685 | Time: 1884.64 ms [2021-06-19 22:58:15 main:581] : INFO : Epoch 1629 | loss: 0.031146 | val_loss: 0.0311697 | Time: 1884.52 ms [2021-06-19 22:58:17 main:581] : INFO : Epoch 1630 | loss: 0.0311459 | val_loss: 0.0311656 | Time: 1876.1 ms [2021-06-19 22:58:19 main:581] : INFO : Epoch 1631 | loss: 0.031146 | val_loss: 0.0311685 | Time: 1870.06 ms [2021-06-19 22:58:21 main:581] : INFO : Epoch 1632 | loss: 0.0311468 | val_loss: 0.0311695 | Time: 1883.54 ms [2021-06-19 22:58:23 main:581] : INFO : Epoch 1633 | loss: 0.0311476 | val_loss: 0.0311692 | Time: 1864.45 ms [2021-06-19 22:58:25 main:581] : INFO : Epoch 1634 | loss: 0.0311446 | val_loss: 0.0311679 | Time: 1894.53 ms [2021-06-19 22:58:27 main:581] : INFO : Epoch 1635 | loss: 0.0311431 | val_loss: 0.0311689 | Time: 1907.5 ms [2021-06-19 22:58:29 main:581] : INFO : Epoch 1636 | loss: 0.0311446 | val_loss: 0.0311695 | Time: 1872.2 ms [2021-06-19 22:58:30 main:581] : INFO : Epoch 1637 | loss: 0.0311461 | val_loss: 0.0311746 | Time: 1870.91 ms [2021-06-19 22:58:32 main:581] : INFO : Epoch 1638 | loss: 0.0311483 | val_loss: 0.0311702 | Time: 1884.39 ms [2021-06-19 22:58:34 main:581] : INFO : Epoch 1639 | loss: 0.0311458 | val_loss: 0.031167 | Time: 1881.93 ms [2021-06-19 22:58:36 main:581] : INFO : Epoch 1640 | loss: 0.0311453 | val_loss: 0.0311663 | Time: 1858.41 ms [2021-06-19 22:58:38 main:581] : INFO : Epoch 1641 | loss: 0.0311458 | val_loss: 0.0311702 | Time: 1883.39 ms [2021-06-19 22:58:40 main:581] : INFO : Epoch 1642 | loss: 0.0311467 | val_loss: 0.0311677 | Time: 1886.45 ms [2021-06-19 22:58:42 main:581] : INFO : Epoch 1643 | loss: 0.0311494 | val_loss: 0.0311673 | Time: 1873.71 ms [2021-06-19 22:58:44 main:581] : INFO : Epoch 1644 | loss: 0.0311483 | val_loss: 0.0311679 | Time: 1886.36 ms [2021-06-19 22:58:45 main:581] : INFO : Epoch 1645 | loss: 0.0311472 | val_loss: 0.031167 | Time: 1935.72 ms [2021-06-19 22:58:47 main:581] : INFO : Epoch 1646 | loss: 0.0311476 | val_loss: 0.0311679 | Time: 1877.25 ms [2021-06-19 22:58:49 main:581] : INFO : Epoch 1647 | loss: 0.0311482 | val_loss: 0.0311659 | Time: 1894.74 ms [2021-06-19 22:58:51 main:581] : INFO : Epoch 1648 | loss: 0.0311463 | val_loss: 0.0311657 | Time: 1880.55 ms [2021-06-19 22:58:53 main:581] : INFO : Epoch 1649 | loss: 0.0311457 | val_loss: 0.0311672 | Time: 1887.76 ms [2021-06-19 22:58:55 main:581] : INFO : Epoch 1650 | loss: 0.031146 | val_loss: 0.0311693 | Time: 1913.19 ms [2021-06-19 22:58:57 main:581] : INFO : Epoch 1651 | loss: 0.0311473 | val_loss: 0.0311673 | Time: 1866.62 ms [2021-06-19 22:58:59 main:581] : INFO : Epoch 1652 | loss: 0.0311459 | val_loss: 0.0311678 | Time: 1884.15 ms [2021-06-19 22:59:01 main:581] : INFO : Epoch 1653 | loss: 0.0311468 | val_loss: 0.0311689 | Time: 1867.7 ms [2021-06-19 22:59:02 main:581] : INFO : Epoch 1654 | loss: 0.0311456 | val_loss: 0.031168 | Time: 1881.63 ms [2021-06-19 22:59:04 main:581] : INFO : Epoch 1655 | loss: 0.0311474 | val_loss: 0.0311707 | Time: 1873.27 ms [2021-06-19 22:59:06 main:581] : INFO : Epoch 1656 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 1878.66 ms [2021-06-19 22:59:08 main:581] : INFO : Epoch 1657 | loss: 0.0311521 | val_loss: 0.0311657 | Time: 1909.06 ms [2021-06-19 22:59:10 main:581] : INFO : Epoch 1658 | loss: 0.03115 | val_loss: 0.03117 | Time: 1906.21 ms [2021-06-19 22:59:12 main:581] : INFO : Epoch 1659 | loss: 0.0311518 | val_loss: 0.0311686 | Time: 1868.55 ms [2021-06-19 22:59:14 main:581] : INFO : Epoch 1660 | loss: 0.0311534 | val_loss: 0.0311665 | Time: 1868.19 ms [2021-06-19 22:59:16 main:581] : INFO : Epoch 1661 | loss: 0.0311512 | val_loss: 0.0311701 | Time: 1878.43 ms [2021-06-19 22:59:17 main:581] : INFO : Epoch 1662 | loss: 0.0311537 | val_loss: 0.0311654 | Time: 1854.98 ms [2021-06-19 22:59:19 main:581] : INFO : Epoch 1663 | loss: 0.0311512 | val_loss: 0.0311667 | Time: 1881.33 ms [2021-06-19 22:59:21 main:581] : INFO : Epoch 1664 | loss: 0.031151 | val_loss: 0.0311668 | Time: 1864.5 ms [2021-06-19 22:59:23 main:581] : INFO : Epoch 1665 | loss: 0.0311491 | val_loss: 0.0311662 | Time: 1877.9 ms [2021-06-19 22:59:25 main:581] : INFO : Epoch 1666 | loss: 0.0311476 | val_loss: 0.0311645 | Time: 1873.41 ms [2021-06-19 22:59:27 main:581] : INFO : Epoch 1667 | loss: 0.0311494 | val_loss: 0.0311657 | Time: 1865.17 ms [2021-06-19 22:59:29 main:581] : INFO : Epoch 1668 | loss: 0.0311471 | val_loss: 0.0311681 | Time: 1909.58 ms [2021-06-19 22:59:31 main:581] : INFO : Epoch 1669 | loss: 0.0311479 | val_loss: 0.0311701 | Time: 1867.28 ms [2021-06-19 22:59:32 main:581] : INFO : Epoch 1670 | loss: 0.0311485 | val_loss: 0.0311675 | Time: 1862.94 ms [2021-06-19 22:59:34 main:581] : INFO : Epoch 1671 | loss: 0.0311466 | val_loss: 0.0311668 | Time: 1868.99 ms [2021-06-19 22:59:36 main:581] : INFO : Epoch 1672 | loss: 0.0311462 | val_loss: 0.0311652 | Time: 1910.85 ms [2021-06-19 22:59:38 main:581] : INFO : Epoch 1673 | loss: 0.0311454 | val_loss: 0.0311667 | Time: 1915.68 ms [2021-06-19 22:59:40 main:581] : INFO : Epoch 1674 | loss: 0.0311455 | val_loss: 0.0311658 | Time: 1875.78 ms [2021-06-19 22:59:42 main:581] : INFO : Epoch 1675 | loss: 0.0311447 | val_loss: 0.031166 | Time: 1875.13 ms [2021-06-19 22:59:44 main:581] : INFO : Epoch 1676 | loss: 0.0311445 | val_loss: 0.0311672 | Time: 1861.99 ms [2021-06-19 22:59:46 main:581] : INFO : Epoch 1677 | loss: 0.0311452 | val_loss: 0.0311662 | Time: 1865.47 ms [2021-06-19 22:59:48 main:581] : INFO : Epoch 1678 | loss: 0.0311468 | val_loss: 0.0311656 | Time: 1852.99 ms [2021-06-19 22:59:49 main:581] : INFO : Epoch 1679 | loss: 0.0311479 | val_loss: 0.0311653 | Time: 1876.02 ms [2021-06-19 22:59:51 main:581] : INFO : Epoch 1680 | loss: 0.0311487 | val_loss: 0.0311652 | Time: 1909.26 ms [2021-06-19 22:59:53 main:581] : INFO : Epoch 1681 | loss: 0.031147 | val_loss: 0.0311642 | Time: 1892.01 ms [2021-06-19 22:59:55 main:581] : INFO : Epoch 1682 | loss: 0.0311464 | val_loss: 0.0311637 | Time: 1887.72 ms [2021-06-19 22:59:57 main:581] : INFO : Epoch 1683 | loss: 0.031147 | val_loss: 0.0311683 | Time: 1867.64 ms [2021-06-19 22:59:59 main:581] : INFO : Epoch 1684 | loss: 0.0311464 | val_loss: 0.0311656 | Time: 1868.92 ms [2021-06-19 23:00:01 main:581] : INFO : Epoch 1685 | loss: 0.0311454 | val_loss: 0.0311635 | Time: 1871.77 ms [2021-06-19 23:00:03 main:581] : INFO : Epoch 1686 | loss: 0.0311447 | val_loss: 0.0311681 | Time: 1879.15 ms [2021-06-19 23:00:04 main:581] : INFO : Epoch 1687 | loss: 0.0311472 | val_loss: 0.0311662 | Time: 1870.73 ms [2021-06-19 23:00:06 main:581] : INFO : Epoch 1688 | loss: 0.0311465 | val_loss: 0.0311645 | Time: 1870.92 ms [2021-06-19 23:00:08 main:581] : INFO : Epoch 1689 | loss: 0.0311442 | val_loss: 0.0311658 | Time: 1869.2 ms [2021-06-19 23:00:10 main:581] : INFO : Epoch 1690 | loss: 0.0311438 | val_loss: 0.0311653 | Time: 1866.34 ms [2021-06-19 23:00:12 main:581] : INFO : Epoch 1691 | loss: 0.0311444 | val_loss: 0.0311682 | Time: 1881.58 ms [2021-06-19 23:00:14 main:581] : INFO : Epoch 1692 | loss: 0.0311437 | val_loss: 0.0311676 | Time: 1904.31 ms [2021-06-19 23:00:16 main:581] : INFO : Epoch 1693 | loss: 0.0311444 | val_loss: 0.0311662 | Time: 1863.18 ms [2021-06-19 23:00:18 main:581] : INFO : Epoch 1694 | loss: 0.0311458 | val_loss: 0.0311669 | Time: 1906.42 ms [2021-06-19 23:00:20 main:581] : INFO : Epoch 1695 | loss: 0.0311511 | val_loss: 0.0311643 | Time: 1898.33 ms [2021-06-19 23:00:21 main:581] : INFO : Epoch 1696 | loss: 0.0311507 | val_loss: 0.0311664 | Time: 1869.29 ms [2021-06-19 23:00:23 main:581] : INFO : Epoch 1697 | loss: 0.0311479 | val_loss: 0.0311635 | Time: 1867.59 ms [2021-06-19 23:00:25 main:581] : INFO : Epoch 1698 | loss: 0.0311472 | val_loss: 0.0311669 | Time: 1921.06 ms [2021-06-19 23:00:27 main:581] : INFO : Epoch 1699 | loss: 0.0311475 | val_loss: 0.0311657 | Time: 1888.56 ms [2021-06-19 23:00:29 main:581] : INFO : Epoch 1700 | loss: 0.031147 | val_loss: 0.031165 | Time: 1889.25 ms [2021-06-19 23:00:31 main:581] : INFO : Epoch 1701 | loss: 0.0311486 | val_loss: 0.0311648 | Time: 1874.25 ms [2021-06-19 23:00:33 main:581] : INFO : Epoch 1702 | loss: 0.0311474 | val_loss: 0.0311645 | Time: 1883.34 ms [2021-06-19 23:00:35 main:581] : INFO : Epoch 1703 | loss: 0.0311472 | val_loss: 0.0311688 | Time: 1890.72 ms [2021-06-19 23:00:36 main:581] : INFO : Epoch 1704 | loss: 0.0311465 | val_loss: 0.0311671 | Time: 1873.89 ms [2021-06-19 23:00:38 main:581] : INFO : Epoch 1705 | loss: 0.0311474 | val_loss: 0.0311693 | Time: 1860.11 ms [2021-06-19 23:00:40 main:581] : INFO : Epoch 1706 | loss: 0.0311463 | val_loss: 0.0311683 | Time: 1855.52 ms [2021-06-19 23:00:42 main:581] : INFO : Epoch 1707 | loss: 0.0311444 | val_loss: 0.0311702 | Time: 1884.11 ms [2021-06-19 23:00:44 main:581] : INFO : Epoch 1708 | loss: 0.0311438 | val_loss: 0.031167 | Time: 1904.18 ms [2021-06-19 23:00:46 main:581] : INFO : Epoch 1709 | loss: 0.0311449 | val_loss: 0.0311686 | Time: 1880.79 ms [2021-06-19 23:00:48 main:581] : INFO : Epoch 1710 | loss: 0.0311431 | val_loss: 0.031168 | Time: 1874.93 ms [2021-06-19 23:00:50 main:581] : INFO : Epoch 1711 | loss: 0.0311433 | val_loss: 0.0311695 | Time: 1869.93 ms [2021-06-19 23:00:51 main:581] : INFO : Epoch 1712 | loss: 0.0311457 | val_loss: 0.0311681 | Time: 1887.31 ms [2021-06-19 23:00:53 main:581] : INFO : Epoch 1713 | loss: 0.0311438 | val_loss: 0.0311678 | Time: 1878.94 ms [2021-06-19 23:00:55 main:581] : INFO : Epoch 1714 | loss: 0.0311441 | val_loss: 0.031167 | Time: 1871.45 ms [2021-06-19 23:00:57 main:581] : INFO : Epoch 1715 | loss: 0.0311428 | val_loss: 0.0311739 | Time: 1890.36 ms [2021-06-19 23:00:59 main:581] : INFO : Epoch 1716 | loss: 0.0311434 | val_loss: 0.0311707 | Time: 1916.59 ms [2021-06-19 23:01:01 main:581] : INFO : Epoch 1717 | loss: 0.0311425 | val_loss: 0.0311775 | Time: 1866.69 ms [2021-06-19 23:01:03 main:581] : INFO : Epoch 1718 | loss: 0.0311437 | val_loss: 0.0311719 | Time: 1869.19 ms [2021-06-19 23:01:05 main:581] : INFO : Epoch 1719 | loss: 0.0311434 | val_loss: 0.0311716 | Time: 1871.94 ms [2021-06-19 23:01:07 main:581] : INFO : Epoch 1720 | loss: 0.0311439 | val_loss: 0.0311692 | Time: 1859.28 ms [2021-06-19 23:01:08 main:581] : INFO : Epoch 1721 | loss: 0.031142 | val_loss: 0.03117 | Time: 1876.47 ms [2021-06-19 23:01:10 main:581] : INFO : Epoch 1722 | loss: 0.0311438 | val_loss: 0.031174 | Time: 1884.62 ms [2021-06-19 23:01:12 main:581] : INFO : Epoch 1723 | loss: 0.0311436 | val_loss: 0.0311669 | Time: 1932.76 ms [2021-06-19 23:01:14 main:581] : INFO : Epoch 1724 | loss: 0.0311451 | val_loss: 0.0311679 | Time: 1874.94 ms [2021-06-19 23:01:16 main:581] : INFO : Epoch 1725 | loss: 0.0311452 | val_loss: 0.0311678 | Time: 1872.48 ms [2021-06-19 23:01:18 main:581] : INFO : Epoch 1726 | loss: 0.0311464 | val_loss: 0.0311691 | Time: 1882.02 ms [2021-06-19 23:01:20 main:581] : INFO : Epoch 1727 | loss: 0.0311459 | val_loss: 0.0311719 | Time: 1862 ms [2021-06-19 23:01:22 main:581] : INFO : Epoch 1728 | loss: 0.0311455 | val_loss: 0.0311681 | Time: 1859.92 ms [2021-06-19 23:01:23 main:581] : INFO : Epoch 1729 | loss: 0.0311455 | val_loss: 0.0311714 | Time: 1874.21 ms [2021-06-19 23:01:25 main:581] : INFO : Epoch 1730 | loss: 0.0311854 | val_loss: 0.031214 | Time: 1865.68 ms [2021-06-19 23:01:27 main:581] : INFO : Epoch 1731 | loss: 0.0312199 | val_loss: 0.0312293 | Time: 1863.96 ms [2021-06-19 23:01:29 main:581] : INFO : Epoch 1732 | loss: 0.0312238 | val_loss: 0.0312222 | Time: 1862.82 ms [2021-06-19 23:01:31 main:581] : INFO : Epoch 1733 | loss: 0.0312177 | val_loss: 0.0312191 | Time: 1878.08 ms [2021-06-19 23:01:33 main:581] : INFO : Epoch 1734 | loss: 0.0312167 | val_loss: 0.0312179 | Time: 1915.73 ms [2021-06-19 23:01:35 main:581] : INFO : Epoch 1735 | loss: 0.0312191 | val_loss: 0.0312216 | Time: 1906.13 ms [2021-06-19 23:01:37 main:581] : INFO : Epoch 1736 | loss: 0.0312239 | val_loss: 0.0312241 | Time: 1883.06 ms [2021-06-19 23:01:38 main:581] : INFO : Epoch 1737 | loss: 0.0312231 | val_loss: 0.0312231 | Time: 1875.43 ms [2021-06-19 23:01:40 main:581] : INFO : Epoch 1738 | loss: 0.0312205 | val_loss: 0.0312215 | Time: 1876.09 ms [2021-06-19 23:01:42 main:581] : INFO : Epoch 1739 | loss: 0.0312189 | val_loss: 0.0312212 | Time: 1887.96 ms [2021-06-19 23:01:44 main:581] : INFO : Epoch 1740 | loss: 0.0312179 | val_loss: 0.0312229 | Time: 1885.56 ms [2021-06-19 23:01:46 main:581] : INFO : Epoch 1741 | loss: 0.031219 | val_loss: 0.0312185 | Time: 1885.9 ms [2021-06-19 23:01:48 main:581] : INFO : Epoch 1742 | loss: 0.0312165 | val_loss: 0.0312196 | Time: 1913.35 ms [2021-06-19 23:01:50 main:581] : INFO : Epoch 1743 | loss: 0.0312181 | val_loss: 0.0312235 | Time: 1892.68 ms [2021-06-19 23:01:52 main:581] : INFO : Epoch 1744 | loss: 0.0312163 | val_loss: 0.0312168 | Time: 1854.52 ms [2021-06-19 23:01:54 main:581] : INFO : Epoch 1745 | loss: 0.0312147 | val_loss: 0.0312158 | Time: 1871.29 ms [2021-06-19 23:01:55 main:581] : INFO : Epoch 1746 | loss: 0.0312147 | val_loss: 0.031217 | Time: 1870.27 ms [2021-06-19 23:01:57 main:581] : INFO : Epoch 1747 | loss: 0.0312152 | val_loss: 0.0312192 | Time: 1872.93 ms [2021-06-19 23:01:59 main:581] : INFO : Epoch 1748 | loss: 0.0312151 | val_loss: 0.0312168 | Time: 1873.29 ms [2021-06-19 23:02:01 main:581] : INFO : Epoch 1749 | loss: 0.0312147 | val_loss: 0.0312181 | Time: 1875.73 ms [2021-06-19 23:02:03 main:581] : INFO : Epoch 1750 | loss: 0.0312142 | val_loss: 0.0312159 | Time: 1868.46 ms [2021-06-19 23:02:05 main:581] : INFO : Epoch 1751 | loss: 0.031214 | val_loss: 0.0312163 | Time: 1894.83 ms [2021-06-19 23:02:07 main:581] : INFO : Epoch 1752 | loss: 0.0312128 | val_loss: 0.0312179 | Time: 1897.44 ms [2021-06-19 23:02:09 main:581] : INFO : Epoch 1753 | loss: 0.0312116 | val_loss: 0.0312138 | Time: 1893.24 ms [2021-06-19 23:02:10 main:581] : INFO : Epoch 1754 | loss: 0.0312103 | val_loss: 0.0312125 | Time: 1877.86 ms [2021-06-19 23:02:12 main:581] : INFO : Epoch 1755 | loss: 0.0312098 | val_loss: 0.0312178 | Time: 1880.23 ms [2021-06-19 23:02:14 main:581] : INFO : Epoch 1756 | loss: 0.0312094 | val_loss: 0.0312103 | Time: 1862.37 ms [2021-06-19 23:02:16 main:581] : INFO : Epoch 1757 | loss: 0.0312082 | val_loss: 0.03121 | Time: 1857.8 ms [2021-06-19 23:02:18 main:581] : INFO : Epoch 1758 | loss: 0.0312069 | val_loss: 0.0312101 | Time: 1871.47 ms [2021-06-19 23:02:20 main:581] : INFO : Epoch 1759 | loss: 0.031208 | val_loss: 0.0312095 | Time: 1853.68 ms [2021-06-19 23:02:22 main:581] : INFO : Epoch 1760 | loss: 0.0312066 | val_loss: 0.0312094 | Time: 1876.99 ms [2021-06-19 23:02:24 main:581] : INFO : Epoch 1761 | loss: 0.0312072 | val_loss: 0.031209 | Time: 1875.81 ms [2021-06-19 23:02:25 main:581] : INFO : Epoch 1762 | loss: 0.0312078 | val_loss: 0.0312118 | Time: 1879.93 ms [2021-06-19 23:02:27 main:581] : INFO : Epoch 1763 | loss: 0.0312071 | val_loss: 0.0312157 | Time: 1864 ms [2021-06-19 23:02:29 main:581] : INFO : Epoch 1764 | loss: 0.0312077 | val_loss: 0.0312095 | Time: 1897.71 ms [2021-06-19 23:02:31 main:581] : INFO : Epoch 1765 | loss: 0.0312072 | val_loss: 0.0312094 | Time: 1893.71 ms [2021-06-19 23:02:33 main:581] : INFO : Epoch 1766 | loss: 0.0312084 | val_loss: 0.0312113 | Time: 1883.75 ms [2021-06-19 23:02:35 main:581] : INFO : Epoch 1767 | loss: 0.0312069 | val_loss: 0.0312155 | Time: 1871.65 ms [2021-06-19 23:02:37 main:581] : INFO : Epoch 1768 | loss: 0.0312071 | val_loss: 0.0312087 | Time: 1873.65 ms [2021-06-19 23:02:39 main:581] : INFO : Epoch 1769 | loss: 0.0312053 | val_loss: 0.0312137 | Time: 1868.57 ms [2021-06-19 23:02:40 main:581] : INFO : Epoch 1770 | loss: 0.0312086 | val_loss: 0.0312132 | Time: 1875.68 ms [2021-06-19 23:02:42 main:581] : INFO : Epoch 1771 | loss: 0.0312079 | val_loss: 0.0312131 | Time: 1873.61 ms [2021-06-19 23:02:44 main:581] : INFO : Epoch 1772 | loss: 0.0312088 | val_loss: 0.0312081 | Time: 1862.48 ms [2021-06-19 23:02:46 main:581] : INFO : Epoch 1773 | loss: 0.0312048 | val_loss: 0.031207 | Time: 1868.69 ms [2021-06-19 23:02:48 main:581] : INFO : Epoch 1774 | loss: 0.0312067 | val_loss: 0.0312101 | Time: 1877.46 ms [2021-06-19 23:02:50 main:581] : INFO : Epoch 1775 | loss: 0.0312047 | val_loss: 0.0312083 | Time: 1877.82 ms [2021-06-19 23:02:52 main:581] : INFO : Epoch 1776 | loss: 0.0312044 | val_loss: 0.0312098 | Time: 1878.1 ms [2021-06-19 23:02:54 main:581] : INFO : Epoch 1777 | loss: 0.0312035 | val_loss: 0.0312074 | Time: 1897.4 ms [2021-06-19 23:02:55 main:581] : INFO : Epoch 1778 | loss: 0.0312034 | val_loss: 0.0312062 | Time: 1868.92 ms [2021-06-19 23:02:57 main:581] : INFO : Epoch 1779 | loss: 0.031203 | val_loss: 0.0312066 | Time: 1872.64 ms [2021-06-19 23:02:59 main:581] : INFO : Epoch 1780 | loss: 0.0312043 | val_loss: 0.0312078 | Time: 1855.5 ms [2021-06-19 23:03:01 main:581] : INFO : Epoch 1781 | loss: 0.0312031 | val_loss: 0.0312083 | Time: 1842.87 ms [2021-06-19 23:03:03 main:581] : INFO : Epoch 1782 | loss: 0.031207 | val_loss: 0.0312074 | Time: 1858.03 ms [2021-06-19 23:03:05 main:581] : INFO : Epoch 1783 | loss: 0.0312042 | val_loss: 0.0312072 | Time: 1863.98 ms [2021-06-19 23:03:07 main:581] : INFO : Epoch 1784 | loss: 0.031203 | val_loss: 0.0312063 | Time: 1862.87 ms [2021-06-19 23:03:08 main:581] : INFO : Epoch 1785 | loss: 0.0312042 | val_loss: 0.0312074 | Time: 1870.93 ms [2021-06-19 23:03:10 main:581] : INFO : Epoch 1786 | loss: 0.0312058 | val_loss: 0.0312072 | Time: 1879.91 ms [2021-06-19 23:03:12 main:581] : INFO : Epoch 1787 | loss: 0.0312041 | val_loss: 0.0312057 | Time: 1877.35 ms [2021-06-19 23:03:14 main:581] : INFO : Epoch 1788 | loss: 0.0312031 | val_loss: 0.0312055 | Time: 1877.08 ms [2021-06-19 23:03:16 main:581] : INFO : Epoch 1789 | loss: 0.0312028 | val_loss: 0.0312057 | Time: 1875.47 ms [2021-06-19 23:03:18 main:581] : INFO : Epoch 1790 | loss: 0.0312038 | val_loss: 0.0312114 | Time: 1878.43 ms [2021-06-19 23:03:20 main:581] : INFO : Epoch 1791 | loss: 0.0312044 | val_loss: 0.0312097 | Time: 1906 ms [2021-06-19 23:03:22 main:581] : INFO : Epoch 1792 | loss: 0.031203 | val_loss: 0.0312057 | Time: 1882.67 ms [2021-06-19 23:03:24 main:581] : INFO : Epoch 1793 | loss: 0.0312031 | val_loss: 0.0312056 | Time: 1898.27 ms [2021-06-19 23:03:25 main:581] : INFO : Epoch 1794 | loss: 0.0312013 | val_loss: 0.031205 | Time: 1869.14 ms [2021-06-19 23:03:27 main:581] : INFO : Epoch 1795 | loss: 0.0312019 | val_loss: 0.031206 | Time: 1857.84 ms [2021-06-19 23:03:29 main:581] : INFO : Epoch 1796 | loss: 0.0312022 | val_loss: 0.0312086 | Time: 1896.42 ms [2021-06-19 23:03:31 main:581] : INFO : Epoch 1797 | loss: 0.0312034 | val_loss: 0.0312054 | Time: 1855.05 ms [2021-06-19 23:03:33 main:581] : INFO : Epoch 1798 | loss: 0.0312014 | val_loss: 0.0312052 | Time: 1879.79 ms [2021-06-19 23:03:35 main:581] : INFO : Epoch 1799 | loss: 0.0312019 | val_loss: 0.0312047 | Time: 1870.06 ms [2021-06-19 23:03:37 main:581] : INFO : Epoch 1800 | loss: 0.0312036 | val_loss: 0.031205 | Time: 1891.9 ms [2021-06-19 23:03:39 main:581] : INFO : Epoch 1801 | loss: 0.0312013 | val_loss: 0.0312041 | Time: 1898.13 ms [2021-06-19 23:03:40 main:581] : INFO : Epoch 1802 | loss: 0.0312015 | val_loss: 0.031204 | Time: 1880.52 ms [2021-06-19 23:03:42 main:581] : INFO : Epoch 1803 | loss: 0.0312027 | val_loss: 0.0312054 | Time: 1873.31 ms [2021-06-19 23:03:44 main:581] : INFO : Epoch 1804 | loss: 0.0312017 | val_loss: 0.031205 | Time: 1870.76 ms [2021-06-19 23:03:46 main:581] : INFO : Epoch 1805 | loss: 0.0312012 | val_loss: 0.031204 | Time: 1885.57 ms [2021-06-19 23:03:48 main:581] : INFO : Epoch 1806 | loss: 0.0312003 | val_loss: 0.0312048 | Time: 1903.17 ms [2021-06-19 23:03:50 main:581] : INFO : Epoch 1807 | loss: 0.0312014 | val_loss: 0.0312042 | Time: 1902.18 ms [2021-06-19 23:03:52 main:581] : INFO : Epoch 1808 | loss: 0.0312005 | val_loss: 0.0312063 | Time: 1874.2 ms [2021-06-19 23:03:54 main:581] : INFO : Epoch 1809 | loss: 0.0311995 | val_loss: 0.0312037 | Time: 1860.82 ms [2021-06-19 23:03:56 main:581] : INFO : Epoch 1810 | loss: 0.0311994 | val_loss: 0.0312041 | Time: 1881.03 ms [2021-06-19 23:03:57 main:581] : INFO : Epoch 1811 | loss: 0.0311992 | val_loss: 0.0312034 | Time: 1854.89 ms [2021-06-19 23:03:59 main:581] : INFO : Epoch 1812 | loss: 0.0311993 | val_loss: 0.0312051 | Time: 1869.86 ms [2021-06-19 23:04:01 main:581] : INFO : Epoch 1813 | loss: 0.0311989 | val_loss: 0.0312036 | Time: 1905.06 ms [2021-06-19 23:04:03 main:581] : INFO : Epoch 1814 | loss: 0.0311991 | val_loss: 0.0312045 | Time: 1876.37 ms [2021-06-19 23:04:05 main:581] : INFO : Epoch 1815 | loss: 0.0312014 | val_loss: 0.0312041 | Time: 1865.91 ms [2021-06-19 23:04:07 main:581] : INFO : Epoch 1816 | loss: 0.0312027 | val_loss: 0.0312089 | Time: 1913.13 ms [2021-06-19 23:04:09 main:581] : INFO : Epoch 1817 | loss: 0.0312014 | val_loss: 0.0312054 | Time: 1907.77 ms [2021-06-19 23:04:11 main:581] : INFO : Epoch 1818 | loss: 0.031198 | val_loss: 0.0312031 | Time: 1886.02 ms [2021-06-19 23:04:12 main:581] : INFO : Epoch 1819 | loss: 0.0311983 | val_loss: 0.0312071 | Time: 1882.23 ms [2021-06-19 23:04:14 main:581] : INFO : Epoch 1820 | loss: 0.031199 | val_loss: 0.0312063 | Time: 1877.67 ms [2021-06-19 23:04:16 main:581] : INFO : Epoch 1821 | loss: 0.0312002 | val_loss: 0.031204 | Time: 1881.59 ms [2021-06-19 23:04:18 main:581] : INFO : Epoch 1822 | loss: 0.0312006 | val_loss: 0.0312046 | Time: 1879.34 ms [2021-06-19 23:04:20 main:581] : INFO : Epoch 1823 | loss: 0.0311986 | val_loss: 0.031204 | Time: 1869.95 ms [2021-06-19 23:04:22 main:581] : INFO : Epoch 1824 | loss: 0.031198 | val_loss: 0.0312063 | Time: 1867.29 ms [2021-06-19 23:04:24 main:581] : INFO : Epoch 1825 | loss: 0.031199 | val_loss: 0.0312026 | Time: 1868.84 ms [2021-06-19 23:04:26 main:581] : INFO : Epoch 1826 | loss: 0.0311999 | val_loss: 0.0312042 | Time: 1914.37 ms [2021-06-19 23:04:28 main:581] : INFO : Epoch 1827 | loss: 0.0311994 | val_loss: 0.0312031 | Time: 1889.81 ms [2021-06-19 23:04:29 main:581] : INFO : Epoch 1828 | loss: 0.0311981 | val_loss: 0.0312034 | Time: 1868.86 ms [2021-06-19 23:04:31 main:581] : INFO : Epoch 1829 | loss: 0.0311985 | val_loss: 0.0312048 | Time: 1883.69 ms [2021-06-19 23:04:33 main:581] : INFO : Epoch 1830 | loss: 0.0311991 | val_loss: 0.0312037 | Time: 1867.47 ms [2021-06-19 23:04:35 main:581] : INFO : Epoch 1831 | loss: 0.031199 | val_loss: 0.0312038 | Time: 1862.23 ms [2021-06-19 23:04:37 main:581] : INFO : Epoch 1832 | loss: 0.0311975 | val_loss: 0.0312036 | Time: 1855.88 ms [2021-06-19 23:04:39 main:581] : INFO : Epoch 1833 | loss: 0.0311983 | val_loss: 0.031203 | Time: 1853.17 ms [2021-06-19 23:04:41 main:581] : INFO : Epoch 1834 | loss: 0.0311967 | val_loss: 0.0312039 | Time: 1873.53 ms [2021-06-19 23:04:42 main:581] : INFO : Epoch 1835 | loss: 0.0311975 | val_loss: 0.0312019 | Time: 1879.65 ms [2021-06-19 23:04:44 main:581] : INFO : Epoch 1836 | loss: 0.0311975 | val_loss: 0.0312018 | Time: 1869.97 ms [2021-06-19 23:04:46 main:581] : INFO : Epoch 1837 | loss: 0.0311972 | val_loss: 0.0312027 | Time: 1870.35 ms [2021-06-19 23:04:48 main:581] : INFO : Epoch 1838 | loss: 0.0311975 | val_loss: 0.0312031 | Time: 1870.69 ms [2021-06-19 23:04:50 main:581] : INFO : Epoch 1839 | loss: 0.0311987 | val_loss: 0.0312057 | Time: 1867.41 ms [2021-06-19 23:04:52 main:581] : INFO : Epoch 1840 | loss: 0.0312031 | val_loss: 0.0312134 | Time: 1911.33 ms [2021-06-19 23:04:54 main:581] : INFO : Epoch 1841 | loss: 0.0312103 | val_loss: 0.0312185 | Time: 1903.53 ms [2021-06-19 23:04:56 main:581] : INFO : Epoch 1842 | loss: 0.0312102 | val_loss: 0.0312164 | Time: 1885.73 ms [2021-06-19 23:04:58 main:581] : INFO : Epoch 1843 | loss: 0.03121 | val_loss: 0.0312169 | Time: 1939.62 ms [2021-06-19 23:04:59 main:581] : INFO : Epoch 1844 | loss: 0.0312116 | val_loss: 0.0312164 | Time: 1871.26 ms [2021-06-19 23:05:01 main:581] : INFO : Epoch 1845 | loss: 0.0312103 | val_loss: 0.031213 | Time: 1849.59 ms [2021-06-19 23:05:03 main:581] : INFO : Epoch 1846 | loss: 0.0312092 | val_loss: 0.0312146 | Time: 1880.5 ms [2021-06-19 23:05:05 main:581] : INFO : Epoch 1847 | loss: 0.0312091 | val_loss: 0.0312124 | Time: 1905.35 ms [2021-06-19 23:05:07 main:581] : INFO : Epoch 1848 | loss: 0.0312089 | val_loss: 0.031219 | Time: 1878.92 ms [2021-06-19 23:05:09 main:581] : INFO : Epoch 1849 | loss: 0.0312107 | val_loss: 0.031215 | Time: 1870.45 ms [2021-06-19 23:05:11 main:581] : INFO : Epoch 1850 | loss: 0.0312076 | val_loss: 0.0312118 | Time: 1858.07 ms [2021-06-19 23:05:13 main:581] : INFO : Epoch 1851 | loss: 0.0312066 | val_loss: 0.0312116 | Time: 1877.92 ms [2021-06-19 23:05:14 main:581] : INFO : Epoch 1852 | loss: 0.0312068 | val_loss: 0.0312113 | Time: 1852.49 ms [2021-06-19 23:05:16 main:581] : INFO : Epoch 1853 | loss: 0.0312065 | val_loss: 0.0312113 | Time: 1851.4 ms [2021-06-19 23:05:18 main:581] : INFO : Epoch 1854 | loss: 0.031208 | val_loss: 0.0312126 | Time: 1870.46 ms [2021-06-19 23:05:20 main:581] : INFO : Epoch 1855 | loss: 0.0312065 | val_loss: 0.0312186 | Time: 1842.7 ms [2021-06-19 23:05:22 main:581] : INFO : Epoch 1856 | loss: 0.0312072 | val_loss: 0.031213 | Time: 1861.26 ms [2021-06-19 23:05:24 main:581] : INFO : Epoch 1857 | loss: 0.0312086 | val_loss: 0.0312143 | Time: 1864.25 ms [2021-06-19 23:05:26 main:581] : INFO : Epoch 1858 | loss: 0.0312081 | val_loss: 0.0312115 | Time: 1886.39 ms [2021-06-19 23:05:28 main:581] : INFO : Epoch 1859 | loss: 0.0312078 | val_loss: 0.0312117 | Time: 1885.59 ms [2021-06-19 23:05:29 main:581] : INFO : Epoch 1860 | loss: 0.0312083 | val_loss: 0.0312126 | Time: 1883.33 ms [2021-06-19 23:05:31 main:581] : INFO : Epoch 1861 | loss: 0.031206 | val_loss: 0.0312154 | Time: 1894.21 ms [2021-06-19 23:05:33 main:581] : INFO : Epoch 1862 | loss: 0.0312071 | val_loss: 0.0312117 | Time: 1905.7 ms [2021-06-19 23:05:35 main:581] : INFO : Epoch 1863 | loss: 0.0312059 | val_loss: 0.0312124 | Time: 1919.15 ms [2021-06-19 23:05:37 main:581] : INFO : Epoch 1864 | loss: 0.0312066 | val_loss: 0.0312128 | Time: 1890.87 ms [2021-06-19 23:05:39 main:581] : INFO : Epoch 1865 | loss: 0.0312071 | val_loss: 0.0312119 | Time: 1876.84 ms [2021-06-19 23:05:41 main:581] : INFO : Epoch 1866 | loss: 0.031205 | val_loss: 0.0312116 | Time: 1859.78 ms [2021-06-19 23:05:43 main:581] : INFO : Epoch 1867 | loss: 0.0312048 | val_loss: 0.0312112 | Time: 1882.33 ms [2021-06-19 23:05:44 main:581] : INFO : Epoch 1868 | loss: 0.0312041 | val_loss: 0.0312094 | Time: 1866.48 ms [2021-06-19 23:05:46 main:581] : INFO : Epoch 1869 | loss: 0.0312043 | val_loss: 0.0312101 | Time: 1905.16 ms [2021-06-19 23:05:48 main:581] : INFO : Epoch 1870 | loss: 0.0312036 | val_loss: 0.0312088 | Time: 1885.63 ms [2021-06-19 23:05:50 main:581] : INFO : Epoch 1871 | loss: 0.0312035 | val_loss: 0.0312115 | Time: 1878.91 ms [2021-06-19 23:05:52 main:581] : INFO : Epoch 1872 | loss: 0.0312047 | val_loss: 0.0312084 | Time: 1863.61 ms [2021-06-19 23:05:54 main:581] : INFO : Epoch 1873 | loss: 0.0312028 | val_loss: 0.0312083 | Time: 1872.21 ms [2021-06-19 23:05:56 main:581] : INFO : Epoch 1874 | loss: 0.0312024 | val_loss: 0.0312074 | Time: 1879.88 ms [2021-06-19 23:05:58 main:581] : INFO : Epoch 1875 | loss: 0.0312042 | val_loss: 0.0312164 | Time: 1824.67 ms [2021-06-19 23:05:59 main:581] : INFO : Epoch 1876 | loss: 0.0312033 | val_loss: 0.0312072 | Time: 1868.81 ms [2021-06-19 23:06:01 main:581] : INFO : Epoch 1877 | loss: 0.0312017 | val_loss: 0.0312069 | Time: 1876.96 ms [2021-06-19 23:06:03 main:581] : INFO : Epoch 1878 | loss: 0.0312011 | val_loss: 0.0312068 | Time: 1869.6 ms [2021-06-19 23:06:05 main:581] : INFO : Epoch 1879 | loss: 0.0312034 | val_loss: 0.0312059 | Time: 1869.23 ms [2021-06-19 23:06:07 main:581] : INFO : Epoch 1880 | loss: 0.0312012 | val_loss: 0.0312059 | Time: 1862.66 ms [2021-06-19 23:06:09 main:581] : INFO : Epoch 1881 | loss: 0.031202 | val_loss: 0.0312087 | Time: 1923.97 ms [2021-06-19 23:06:11 main:581] : INFO : Epoch 1882 | loss: 0.0312064 | val_loss: 0.0312182 | Time: 1903.42 ms [2021-06-19 23:06:13 main:581] : INFO : Epoch 1883 | loss: 0.0312056 | val_loss: 0.0312125 | Time: 1890.67 ms [2021-06-19 23:06:15 main:581] : INFO : Epoch 1884 | loss: 0.031203 | val_loss: 0.0312078 | Time: 1925.97 ms [2021-06-19 23:06:17 main:581] : INFO : Epoch 1885 | loss: 0.0312013 | val_loss: 0.0312054 | Time: 1910.44 ms [2021-06-19 23:06:18 main:581] : INFO : Epoch 1886 | loss: 0.0311989 | val_loss: 0.0312053 | Time: 1898.99 ms [2021-06-19 23:06:20 main:581] : INFO : Epoch 1887 | loss: 0.0311982 | val_loss: 0.0312045 | Time: 1872.89 ms [2021-06-19 23:06:22 main:581] : INFO : Epoch 1888 | loss: 0.0311983 | val_loss: 0.0312063 | Time: 1870.05 ms [2021-06-19 23:06:24 main:581] : INFO : Epoch 1889 | loss: 0.0311989 | val_loss: 0.0312049 | Time: 1894.78 ms [2021-06-19 23:06:26 main:581] : INFO : Epoch 1890 | loss: 0.0311979 | val_loss: 0.0312076 | Time: 1884.8 ms [2021-06-19 23:06:28 main:581] : INFO : Epoch 1891 | loss: 0.0311979 | val_loss: 0.0312052 | Time: 1879.15 ms [2021-06-19 23:06:30 main:581] : INFO : Epoch 1892 | loss: 0.0311973 | val_loss: 0.031204 | Time: 1874.4 ms [2021-06-19 23:06:32 main:581] : INFO : Epoch 1893 | loss: 0.0311982 | val_loss: 0.031204 | Time: 1855.32 ms [2021-06-19 23:06:33 main:581] : INFO : Epoch 1894 | loss: 0.031198 | val_loss: 0.0312038 | Time: 1874.96 ms [2021-06-19 23:06:35 main:581] : INFO : Epoch 1895 | loss: 0.0311982 | val_loss: 0.0312039 | Time: 1858.41 ms [2021-06-19 23:06:37 main:581] : INFO : Epoch 1896 | loss: 0.0311967 | val_loss: 0.0312054 | Time: 1854.96 ms [2021-06-19 23:06:39 main:581] : INFO : Epoch 1897 | loss: 0.0311974 | val_loss: 0.0312052 | Time: 1877.44 ms [2021-06-19 23:06:41 main:581] : INFO : Epoch 1898 | loss: 0.0311976 | val_loss: 0.0312043 | Time: 1876.12 ms [2021-06-19 23:06:43 main:581] : INFO : Epoch 1899 | loss: 0.0311973 | val_loss: 0.0312047 | Time: 1867.63 ms [2021-06-19 23:06:45 main:581] : INFO : Epoch 1900 | loss: 0.0311976 | val_loss: 0.0312069 | Time: 1881.41 ms [2021-06-19 23:06:47 main:581] : INFO : Epoch 1901 | loss: 0.0311991 | val_loss: 0.0312043 | Time: 1882.84 ms [2021-06-19 23:06:48 main:581] : INFO : Epoch 1902 | loss: 0.0311987 | val_loss: 0.0312042 | Time: 1888.98 ms [2021-06-19 23:06:50 main:581] : INFO : Epoch 1903 | loss: 0.0311972 | val_loss: 0.0312054 | Time: 1891.02 ms [2021-06-19 23:06:52 main:581] : INFO : Epoch 1904 | loss: 0.031197 | val_loss: 0.0312052 | Time: 1901.45 ms [2021-06-19 23:06:54 main:581] : INFO : Epoch 1905 | loss: 0.0311969 | val_loss: 0.0312047 | Time: 1878.23 ms [2021-06-19 23:06:56 main:581] : INFO : Epoch 1906 | loss: 0.0311966 | val_loss: 0.0312056 | Time: 1896.74 ms [2021-06-19 23:06:58 main:581] : INFO : Epoch 1907 | loss: 0.031196 | val_loss: 0.0312044 | Time: 1891.28 ms [2021-06-19 23:07:00 main:581] : INFO : Epoch 1908 | loss: 0.0311964 | val_loss: 0.0312042 | Time: 1912.57 ms [2021-06-19 23:07:02 main:581] : INFO : Epoch 1909 | loss: 0.0311957 | val_loss: 0.0312036 | Time: 1862.46 ms [2021-06-19 23:07:04 main:581] : INFO : Epoch 1910 | loss: 0.0311984 | val_loss: 0.0312069 | Time: 1878.97 ms [2021-06-19 23:07:05 main:581] : INFO : Epoch 1911 | loss: 0.0311986 | val_loss: 0.0312036 | Time: 1870.52 ms [2021-06-19 23:07:07 main:581] : INFO : Epoch 1912 | loss: 0.0311974 | val_loss: 0.0312066 | Time: 1872.3 ms [2021-06-19 23:07:09 main:581] : INFO : Epoch 1913 | loss: 0.0311968 | val_loss: 0.0312036 | Time: 1867.84 ms [2021-06-19 23:07:11 main:581] : INFO : Epoch 1914 | loss: 0.0311964 | val_loss: 0.0312031 | Time: 1876.13 ms [2021-06-19 23:07:13 main:581] : INFO : Epoch 1915 | loss: 0.0311956 | val_loss: 0.0312036 | Time: 1853.42 ms [2021-06-19 23:07:15 main:581] : INFO : Epoch 1916 | loss: 0.0311963 | val_loss: 0.0312041 | Time: 1876.14 ms [2021-06-19 23:07:17 main:581] : INFO : Epoch 1917 | loss: 0.0311956 | val_loss: 0.031203 | Time: 1863.02 ms [2021-06-19 23:07:18 main:581] : INFO : Epoch 1918 | loss: 0.031195 | val_loss: 0.0312031 | Time: 1827.35 ms [2021-06-19 23:07:20 main:581] : INFO : Epoch 1919 | loss: 0.0311964 | val_loss: 0.031207 | Time: 1854.5 ms [2021-06-19 23:07:22 main:581] : INFO : Epoch 1920 | loss: 0.0311961 | val_loss: 0.0312038 | Time: 1854.36 ms [2021-06-19 23:07:24 main:581] : INFO : Epoch 1921 | loss: 0.0311961 | val_loss: 0.0312031 | Time: 1870.02 ms [2021-06-19 23:07:26 main:581] : INFO : Epoch 1922 | loss: 0.0311975 | val_loss: 0.0312075 | Time: 1859.63 ms [2021-06-19 23:07:28 main:581] : INFO : Epoch 1923 | loss: 0.0312002 | val_loss: 0.0312044 | Time: 1877.67 ms [2021-06-19 23:07:30 main:581] : INFO : Epoch 1924 | loss: 0.0311961 | val_loss: 0.0312032 | Time: 1887 ms [2021-06-19 23:07:32 main:581] : INFO : Epoch 1925 | loss: 0.0311978 | val_loss: 0.0312032 | Time: 1912.96 ms [2021-06-19 23:07:33 main:581] : INFO : Epoch 1926 | loss: 0.0311962 | val_loss: 0.0312048 | Time: 1873.61 ms [2021-06-19 23:07:35 main:581] : INFO : Epoch 1927 | loss: 0.0311951 | val_loss: 0.0312019 | Time: 1879.88 ms [2021-06-19 23:07:37 main:581] : INFO : Epoch 1928 | loss: 0.0311963 | val_loss: 0.031203 | Time: 1867.69 ms [2021-06-19 23:07:39 main:581] : INFO : Epoch 1929 | loss: 0.0311949 | val_loss: 0.0312038 | Time: 1875.28 ms [2021-06-19 23:07:41 main:581] : INFO : Epoch 1930 | loss: 0.0311948 | val_loss: 0.0312024 | Time: 1870.27 ms [2021-06-19 23:07:43 main:581] : INFO : Epoch 1931 | loss: 0.0311944 | val_loss: 0.0312026 | Time: 1888.44 ms [2021-06-19 23:07:45 main:581] : INFO : Epoch 1932 | loss: 0.0311934 | val_loss: 0.0312032 | Time: 1871.37 ms [2021-06-19 23:07:47 main:581] : INFO : Epoch 1933 | loss: 0.0311933 | val_loss: 0.0312008 | Time: 1876.05 ms [2021-06-19 23:07:48 main:581] : INFO : Epoch 1934 | loss: 0.0311931 | val_loss: 0.0312032 | Time: 1875.61 ms [2021-06-19 23:07:50 main:581] : INFO : Epoch 1935 | loss: 0.0311971 | val_loss: 0.0312079 | Time: 1860.55 ms [2021-06-19 23:07:52 main:581] : INFO : Epoch 1936 | loss: 0.0311994 | val_loss: 0.0312036 | Time: 1862.29 ms [2021-06-19 23:07:54 main:581] : INFO : Epoch 1937 | loss: 0.0311953 | val_loss: 0.0312068 | Time: 1864.79 ms [2021-06-19 23:07:56 main:581] : INFO : Epoch 1938 | loss: 0.0311943 | val_loss: 0.0312045 | Time: 1863.86 ms [2021-06-19 23:07:58 main:581] : INFO : Epoch 1939 | loss: 0.0311932 | val_loss: 0.0312021 | Time: 1904.87 ms [2021-06-19 23:08:00 main:581] : INFO : Epoch 1940 | loss: 0.0311929 | val_loss: 0.0312018 | Time: 1898.06 ms [2021-06-19 23:08:02 main:581] : INFO : Epoch 1941 | loss: 0.0311938 | val_loss: 0.0311996 | Time: 1852.24 ms [2021-06-19 23:08:03 main:581] : INFO : Epoch 1942 | loss: 0.031193 | val_loss: 0.0312053 | Time: 1878.8 ms [2021-06-19 23:08:05 main:581] : INFO : Epoch 1943 | loss: 0.0311927 | val_loss: 0.0312014 | Time: 1878.42 ms [2021-06-19 23:08:07 main:581] : INFO : Epoch 1944 | loss: 0.0311932 | val_loss: 0.0312071 | Time: 1900.13 ms [2021-06-19 23:08:09 main:581] : INFO : Epoch 1945 | loss: 0.0311948 | val_loss: 0.0312029 | Time: 1929.55 ms [2021-06-19 23:08:11 main:581] : INFO : Epoch 1946 | loss: 0.0311937 | val_loss: 0.0312006 | Time: 1894.92 ms [2021-06-19 23:08:13 main:581] : INFO : Epoch 1947 | loss: 0.0311926 | val_loss: 0.0312 | Time: 1877.63 ms [2021-06-19 23:08:15 main:581] : INFO : Epoch 1948 | loss: 0.0311919 | val_loss: 0.0311998 | Time: 1877.47 ms [2021-06-19 23:08:17 main:581] : INFO : Epoch 1949 | loss: 0.0311919 | val_loss: 0.0312022 | Time: 1877.53 ms [2021-06-19 23:08:19 main:581] : INFO : Epoch 1950 | loss: 0.0311933 | val_loss: 0.0312013 | Time: 1903.65 ms [2021-06-19 23:08:20 main:581] : INFO : Epoch 1951 | loss: 0.0311916 | val_loss: 0.0312034 | Time: 1881.24 ms [2021-06-19 23:08:22 main:581] : INFO : Epoch 1952 | loss: 0.0311922 | val_loss: 0.0312012 | Time: 1883.73 ms [2021-06-19 23:08:24 main:581] : INFO : Epoch 1953 | loss: 0.0311933 | val_loss: 0.0312 | Time: 1923.4 ms [2021-06-19 23:08:26 main:581] : INFO : Epoch 1954 | loss: 0.0311921 | val_loss: 0.0312003 | Time: 1876.85 ms [2021-06-19 23:08:28 main:581] : INFO : Epoch 1955 | loss: 0.0311922 | val_loss: 0.0312012 | Time: 1868.29 ms [2021-06-19 23:08:30 main:581] : INFO : Epoch 1956 | loss: 0.031192 | val_loss: 0.0312003 | Time: 1862.3 ms [2021-06-19 23:08:32 main:581] : INFO : Epoch 1957 | loss: 0.0311915 | val_loss: 0.0312037 | Time: 1879.79 ms [2021-06-19 23:08:34 main:581] : INFO : Epoch 1958 | loss: 0.0311927 | val_loss: 0.0312013 | Time: 1871.18 ms [2021-06-19 23:08:35 main:581] : INFO : Epoch 1959 | loss: 0.031192 | val_loss: 0.031203 | Time: 1901.92 ms [2021-06-19 23:08:37 main:581] : INFO : Epoch 1960 | loss: 0.0311926 | val_loss: 0.0311997 | Time: 1895.32 ms [2021-06-19 23:08:39 main:581] : INFO : Epoch 1961 | loss: 0.0311906 | val_loss: 0.0311994 | Time: 1908.37 ms [2021-06-19 23:08:41 main:581] : INFO : Epoch 1962 | loss: 0.0311922 | val_loss: 0.0311999 | Time: 1901.02 ms [2021-06-19 23:08:43 main:581] : INFO : Epoch 1963 | loss: 0.0311915 | val_loss: 0.0312002 | Time: 1878.03 ms [2021-06-19 23:08:45 main:581] : INFO : Epoch 1964 | loss: 0.0311908 | val_loss: 0.0312002 | Time: 1879.71 ms [2021-06-19 23:08:47 main:581] : INFO : Epoch 1965 | loss: 0.0311919 | val_loss: 0.0312013 | Time: 1865.6 ms [2021-06-19 23:08:49 main:581] : INFO : Epoch 1966 | loss: 0.0311918 | val_loss: 0.0311999 | Time: 1855.77 ms [2021-06-19 23:08:51 main:581] : INFO : Epoch 1967 | loss: 0.0311921 | val_loss: 0.0311999 | Time: 1877.59 ms [2021-06-19 23:08:52 main:581] : INFO : Epoch 1968 | loss: 0.0311931 | val_loss: 0.0311989 | Time: 1876 ms [2021-06-19 23:08:54 main:581] : INFO : Epoch 1969 | loss: 0.0311913 | val_loss: 0.0312001 | Time: 1883.66 ms [2021-06-19 23:08:56 main:581] : INFO : Epoch 1970 | loss: 0.0311913 | val_loss: 0.0311999 | Time: 1912.65 ms [2021-06-19 23:08:58 main:581] : INFO : Epoch 1971 | loss: 0.0311931 | val_loss: 0.0311987 | Time: 1870.34 ms [2021-06-19 23:09:00 main:581] : INFO : Epoch 1972 | loss: 0.0311946 | val_loss: 0.0311987 | Time: 1895.59 ms [2021-06-19 23:09:02 main:581] : INFO : Epoch 1973 | loss: 0.0311928 | val_loss: 0.0311978 | Time: 1884.75 ms [2021-06-19 23:09:04 main:581] : INFO : Epoch 1974 | loss: 0.0311921 | val_loss: 0.031198 | Time: 1882.68 ms [2021-06-19 23:09:06 main:581] : INFO : Epoch 1975 | loss: 0.0311929 | val_loss: 0.0311976 | Time: 1900.01 ms [2021-06-19 23:09:08 main:581] : INFO : Epoch 1976 | loss: 0.0311913 | val_loss: 0.0312002 | Time: 1903.12 ms [2021-06-19 23:09:09 main:581] : INFO : Epoch 1977 | loss: 0.0311919 | val_loss: 0.0311981 | Time: 1879.86 ms [2021-06-19 23:09:11 main:581] : INFO : Epoch 1978 | loss: 0.0311941 | val_loss: 0.0311975 | Time: 1870.52 ms [2021-06-19 23:09:13 main:581] : INFO : Epoch 1979 | loss: 0.0311945 | val_loss: 0.0311983 | Time: 1871.32 ms [2021-06-19 23:09:15 main:581] : INFO : Epoch 1980 | loss: 0.0311932 | val_loss: 0.0311986 | Time: 1886.95 ms [2021-06-19 23:09:17 main:581] : INFO : Epoch 1981 | loss: 0.0311925 | val_loss: 0.0312008 | Time: 1895.59 ms [2021-06-19 23:09:19 main:581] : INFO : Epoch 1982 | loss: 0.0311928 | val_loss: 0.0311978 | Time: 1853.41 ms [2021-06-19 23:09:21 main:581] : INFO : Epoch 1983 | loss: 0.0311918 | val_loss: 0.0311976 | Time: 1865.58 ms [2021-06-19 23:09:23 main:581] : INFO : Epoch 1984 | loss: 0.0311913 | val_loss: 0.031197 | Time: 1867.33 ms [2021-06-19 23:09:24 main:581] : INFO : Epoch 1985 | loss: 0.0311918 | val_loss: 0.0311978 | Time: 1856.27 ms [2021-06-19 23:09:26 main:581] : INFO : Epoch 1986 | loss: 0.0311903 | val_loss: 0.0311972 | Time: 1874.86 ms [2021-06-19 23:09:28 main:581] : INFO : Epoch 1987 | loss: 0.0311905 | val_loss: 0.0311973 | Time: 1876.48 ms [2021-06-19 23:09:30 main:581] : INFO : Epoch 1988 | loss: 0.0311904 | val_loss: 0.0311991 | Time: 1904.58 ms [2021-06-19 23:09:32 main:581] : INFO : Epoch 1989 | loss: 0.0311919 | val_loss: 0.0311974 | Time: 1887.11 ms [2021-06-19 23:09:34 main:581] : INFO : Epoch 1990 | loss: 0.0311913 | val_loss: 0.0311972 | Time: 1893.64 ms [2021-06-19 23:09:36 main:581] : INFO : Epoch 1991 | loss: 0.0311903 | val_loss: 0.0311979 | Time: 1888.16 ms [2021-06-19 23:09:38 main:581] : INFO : Epoch 1992 | loss: 0.0311899 | val_loss: 0.0311996 | Time: 1905.63 ms [2021-06-19 23:09:40 main:581] : INFO : Epoch 1993 | loss: 0.0311914 | val_loss: 0.0311995 | Time: 1909.83 ms [2021-06-19 23:09:41 main:581] : INFO : Epoch 1994 | loss: 0.0311903 | val_loss: 0.0311973 | Time: 1913.74 ms [2021-06-19 23:09:43 main:581] : INFO : Epoch 1995 | loss: 0.0311894 | val_loss: 0.031197 | Time: 1865.34 ms [2021-06-19 23:09:45 main:581] : INFO : Epoch 1996 | loss: 0.0311896 | val_loss: 0.0311972 | Time: 1857.99 ms [2021-06-19 23:09:47 main:581] : INFO : Epoch 1997 | loss: 0.0311895 | val_loss: 0.0311981 | Time: 1889.37 ms [2021-06-19 23:09:49 main:581] : INFO : Epoch 1998 | loss: 0.0311899 | val_loss: 0.0311984 | Time: 1883.84 ms [2021-06-19 23:09:51 main:581] : INFO : Epoch 1999 | loss: 0.0311899 | val_loss: 0.0311967 | Time: 1901.95 ms [2021-06-19 23:09:53 main:581] : INFO : Epoch 2000 | loss: 0.0311891 | val_loss: 0.0311962 | Time: 1908.52 ms [2021-06-19 23:09:55 main:581] : INFO : Epoch 2001 | loss: 0.0311897 | val_loss: 0.0311966 | Time: 1899.76 ms [2021-06-19 23:09:57 main:581] : INFO : Epoch 2002 | loss: 0.0311891 | val_loss: 0.0311973 | Time: 1898.02 ms [2021-06-19 23:09:58 main:581] : INFO : Epoch 2003 | loss: 0.0311893 | val_loss: 0.0311975 | Time: 1862.55 ms [2021-06-19 23:10:00 main:581] : INFO : Epoch 2004 | loss: 0.0311897 | val_loss: 0.0311971 | Time: 1855.05 ms [2021-06-19 23:10:02 main:581] : INFO : Epoch 2005 | loss: 0.0311898 | val_loss: 0.0312024 | Time: 1888.59 ms [2021-06-19 23:10:04 main:581] : INFO : Epoch 2006 | loss: 0.0311946 | val_loss: 0.0312028 | Time: 1869.09 ms [2021-06-19 23:10:06 main:581] : INFO : Epoch 2007 | loss: 0.0311937 | val_loss: 0.0311999 | Time: 1876.78 ms [2021-06-19 23:10:08 main:581] : INFO : Epoch 2008 | loss: 0.0311929 | val_loss: 0.0312 | Time: 1920.14 ms [2021-06-19 23:10:10 main:581] : INFO : Epoch 2009 | loss: 0.031194 | val_loss: 0.0312001 | Time: 1881.3 ms [2021-06-19 23:10:12 main:581] : INFO : Epoch 2010 | loss: 0.0311923 | val_loss: 0.0312 | Time: 1856.73 ms [2021-06-19 23:10:13 main:581] : INFO : Epoch 2011 | loss: 0.0311905 | val_loss: 0.0311983 | Time: 1871.87 ms [2021-06-19 23:10:15 main:581] : INFO : Epoch 2012 | loss: 0.0311916 | val_loss: 0.0312026 | Time: 1865.37 ms [2021-06-19 23:10:17 main:581] : INFO : Epoch 2013 | loss: 0.0311945 | val_loss: 0.0312063 | Time: 1853.67 ms [2021-06-19 23:10:19 main:581] : INFO : Epoch 2014 | loss: 0.0312077 | val_loss: 0.031319 | Time: 1870.22 ms [2021-06-19 23:10:21 main:581] : INFO : Epoch 2015 | loss: 0.0594825 | val_loss: 0.054953 | Time: 1894.36 ms [2021-06-19 23:10:23 main:581] : INFO : Epoch 2016 | loss: 0.0540609 | val_loss: 0.0337711 | Time: 1858.45 ms [2021-06-19 23:10:25 main:581] : INFO : Epoch 2017 | loss: 0.032354 | val_loss: 0.0319121 | Time: 1865.04 ms [2021-06-19 23:10:27 main:581] : INFO : Epoch 2018 | loss: 0.0314691 | val_loss: 0.0313502 | Time: 1877.53 ms [2021-06-19 23:10:28 main:581] : INFO : Epoch 2019 | loss: 0.0312926 | val_loss: 0.0312732 | Time: 1870.64 ms [2021-06-19 23:10:30 main:581] : INFO : Epoch 2020 | loss: 0.0312611 | val_loss: 0.0312537 | Time: 1875.07 ms [2021-06-19 23:10:32 main:581] : INFO : Epoch 2021 | loss: 0.0312523 | val_loss: 0.0312494 | Time: 1867.68 ms [2021-06-19 23:10:34 main:581] : INFO : Epoch 2022 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 1882.96 ms [2021-06-19 23:10:36 main:581] : INFO : Epoch 2023 | loss: 0.031247 | val_loss: 0.0312464 | Time: 1909.27 ms [2021-06-19 23:10:38 main:581] : INFO : Epoch 2024 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 1887.98 ms [2021-06-19 23:10:40 main:581] : INFO : Epoch 2025 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 1898.7 ms [2021-06-19 23:10:42 main:581] : INFO : Epoch 2026 | loss: 0.031244 | val_loss: 0.0312439 | Time: 1866.6 ms [2021-06-19 23:10:43 main:581] : INFO : Epoch 2027 | loss: 0.0312431 | val_loss: 0.0312431 | Time: 1876.79 ms [2021-06-19 23:10:45 main:581] : INFO : Epoch 2028 | loss: 0.031242 | val_loss: 0.0312421 | Time: 1903 ms [2021-06-19 23:10:47 main:581] : INFO : Epoch 2029 | loss: 0.0312407 | val_loss: 0.0312409 | Time: 1887.06 ms [2021-06-19 23:10:49 main:581] : INFO : Epoch 2030 | loss: 0.031239 | val_loss: 0.03124 | Time: 1878.17 ms [2021-06-19 23:10:51 main:581] : INFO : Epoch 2031 | loss: 0.0312364 | val_loss: 0.0312352 | Time: 1876.54 ms [2021-06-19 23:10:53 main:581] : INFO : Epoch 2032 | loss: 0.0312312 | val_loss: 0.0312298 | Time: 1890.08 ms [2021-06-19 23:10:55 main:581] : INFO : Epoch 2033 | loss: 0.0312267 | val_loss: 0.0312265 | Time: 1885.44 ms [2021-06-19 23:10:57 main:581] : INFO : Epoch 2034 | loss: 0.0312233 | val_loss: 0.0312252 | Time: 1866.19 ms [2021-06-19 23:10:59 main:581] : INFO : Epoch 2035 | loss: 0.0312202 | val_loss: 0.0312201 | Time: 1877.09 ms [2021-06-19 23:11:00 main:581] : INFO : Epoch 2036 | loss: 0.0312164 | val_loss: 0.0312154 | Time: 1881.74 ms [2021-06-19 23:11:02 main:581] : INFO : Epoch 2037 | loss: 0.0312113 | val_loss: 0.0312086 | Time: 1887.35 ms [2021-06-19 23:11:04 main:581] : INFO : Epoch 2038 | loss: 0.0312069 | val_loss: 0.0312065 | Time: 1875.62 ms [2021-06-19 23:11:06 main:581] : INFO : Epoch 2039 | loss: 0.0312058 | val_loss: 0.0312054 | Time: 1873.77 ms [2021-06-19 23:11:08 main:581] : INFO : Epoch 2040 | loss: 0.031205 | val_loss: 0.0312047 | Time: 1867.08 ms [2021-06-19 23:11:10 main:581] : INFO : Epoch 2041 | loss: 0.0312037 | val_loss: 0.0312042 | Time: 1872.48 ms [2021-06-19 23:11:12 main:581] : INFO : Epoch 2042 | loss: 0.0312027 | val_loss: 0.031204 | Time: 1848.56 ms [2021-06-19 23:11:14 main:581] : INFO : Epoch 2043 | loss: 0.0312024 | val_loss: 0.0312037 | Time: 1876.47 ms [2021-06-19 23:11:15 main:581] : INFO : Epoch 2044 | loss: 0.0312017 | val_loss: 0.0312026 | Time: 1910.33 ms [2021-06-19 23:11:17 main:581] : INFO : Epoch 2045 | loss: 0.0312014 | val_loss: 0.0312025 | Time: 1914.8 ms [2021-06-19 23:11:19 main:581] : INFO : Epoch 2046 | loss: 0.0312012 | val_loss: 0.0312021 | Time: 1886.46 ms [2021-06-19 23:11:21 main:581] : INFO : Epoch 2047 | loss: 0.0312008 | val_loss: 0.0312018 | Time: 1840.97 ms [2021-06-19 23:11:23 main:581] : INFO : Epoch 2048 | loss: 0.0312006 | val_loss: 0.0312016 | Time: 1864.52 ms [2021-06-19 23:11:23 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312016 [2021-06-19 23:11:23 main:610] : INFO : Saving end state to config to file [2021-06-19 23:11:23 main:615] : INFO : Success, exiting.. 23:11:23 (936210): 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)