Task 13692506
| Name | ParityModified-1647044610-24926-2-0_0 |
| Workunit | 10783201 |
| Created | 24 Mar 2022, 5:07:18 UTC |
| Sent | 31 Mar 2022, 5:24:27 UTC |
| Report deadline | 8 Apr 2022, 5:24:27 UTC |
| Received | 31 Mar 2022, 7:44:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21009 |
| Run time | 1 hours 2 min 8 sec |
| CPU time | 1 hours 0 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,572.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4:23:52 main:574] : INFO : Epoch 1542 | loss: 0.0311555 | val_loss: 0.0311673 | Time: 1871.39 ms [2022-03-31 14:23:54 main:574] : INFO : Epoch 1543 | loss: 0.0311524 | val_loss: 0.0311732 | Time: 1850.85 ms [2022-03-31 14:23:56 main:574] : INFO : Epoch 1544 | loss: 0.0311586 | val_loss: 0.0311771 | Time: 1820.76 ms [2022-03-31 14:23:58 main:574] : INFO : Epoch 1545 | loss: 0.0311543 | val_loss: 0.0311794 | Time: 1853.79 ms [2022-03-31 14:24:00 main:574] : INFO : Epoch 1546 | loss: 0.0311481 | val_loss: 0.0311734 | Time: 1870.43 ms [2022-03-31 14:24:01 main:574] : INFO : Epoch 1547 | loss: 0.0311458 | val_loss: 0.0311762 | Time: 1794.29 ms [2022-03-31 14:24:03 main:574] : INFO : Epoch 1548 | loss: 0.0311457 | val_loss: 0.031171 | Time: 1771.14 ms [2022-03-31 14:24:05 main:574] : INFO : Epoch 1549 | loss: 0.0311439 | val_loss: 0.0311697 | Time: 1784.4 ms [2022-03-31 14:24:07 main:574] : INFO : Epoch 1550 | loss: 0.0311451 | val_loss: 0.0311722 | Time: 1769.25 ms [2022-03-31 14:24:09 main:574] : INFO : Epoch 1551 | loss: 0.0311467 | val_loss: 0.0311765 | Time: 1755.16 ms [2022-03-31 14:24:10 main:574] : INFO : Epoch 1552 | loss: 0.0311461 | val_loss: 0.0311704 | Time: 1775.43 ms [2022-03-31 14:24:12 main:574] : INFO : Epoch 1553 | loss: 0.0311441 | val_loss: 0.0311694 | Time: 1742.4 ms [2022-03-31 14:24:14 main:574] : INFO : Epoch 1554 | loss: 0.0311494 | val_loss: 0.0311706 | Time: 1780.37 ms [2022-03-31 14:24:16 main:574] : INFO : Epoch 1555 | loss: 0.0311446 | val_loss: 0.0311703 | Time: 1730.49 ms [2022-03-31 14:24:17 main:574] : INFO : Epoch 1556 | loss: 0.0311529 | val_loss: 0.0311718 | Time: 1782.97 ms [2022-03-31 14:24:19 main:574] : INFO : Epoch 1557 | loss: 0.0311472 | val_loss: 0.0311692 | Time: 1770.99 ms [2022-03-31 14:24:21 main:574] : INFO : Epoch 1558 | loss: 0.0311495 | val_loss: 0.0311839 | Time: 1767.19 ms [2022-03-31 14:24:23 main:574] : INFO : Epoch 1559 | loss: 0.0311451 | val_loss: 0.0311755 | Time: 1757.71 ms [2022-03-31 14:24:24 main:574] : INFO : Epoch 1560 | loss: 0.0311438 | val_loss: 0.0311721 | Time: 1741.8 ms [2022-03-31 14:24:26 main:574] : INFO : Epoch 1561 | loss: 0.0311459 | val_loss: 0.0311707 | Time: 1737.71 ms [2022-03-31 14:24:28 main:574] : INFO : Epoch 1562 | loss: 0.0311458 | val_loss: 0.0311714 | Time: 1783.31 ms [2022-03-31 14:24:30 main:574] : INFO : Epoch 1563 | loss: 0.031145 | val_loss: 0.0311742 | Time: 1729.87 ms [2022-03-31 14:24:31 main:574] : INFO : Epoch 1564 | loss: 0.0311463 | val_loss: 0.0311698 | Time: 1743.18 ms [2022-03-31 14:24:33 main:574] : INFO : Epoch 1565 | loss: 0.0311454 | val_loss: 0.0311909 | Time: 1735.81 ms [2022-03-31 14:24:35 main:574] : INFO : Epoch 1566 | loss: 0.0311585 | val_loss: 0.0311735 | Time: 1748.13 ms [2022-03-31 14:24:37 main:574] : INFO : Epoch 1567 | loss: 0.0311503 | val_loss: 0.0311724 | Time: 1743.09 ms [2022-03-31 14:24:38 main:574] : INFO : Epoch 1568 | loss: 0.0311461 | val_loss: 0.0311691 | Time: 1744.91 ms [2022-03-31 14:24:40 main:574] : INFO : Epoch 1569 | loss: 0.0311442 | val_loss: 0.0311737 | Time: 1755.87 ms [2022-03-31 14:24:42 main:574] : INFO : Epoch 1570 | loss: 0.0311424 | val_loss: 0.0311765 | Time: 1769.67 ms [2022-03-31 14:24:44 main:574] : INFO : Epoch 1571 | loss: 0.0311431 | val_loss: 0.0311747 | Time: 1731.28 ms [2022-03-31 14:24:45 main:574] : INFO : Epoch 1572 | loss: 0.0311433 | val_loss: 0.0311712 | Time: 1758.3 ms [2022-03-31 14:24:47 main:574] : INFO : Epoch 1573 | loss: 0.0311428 | val_loss: 0.0311688 | Time: 1775.66 ms [2022-03-31 14:24:49 main:574] : INFO : Epoch 1574 | loss: 0.0311415 | val_loss: 0.031172 | Time: 1751.05 ms [2022-03-31 14:24:51 main:574] : INFO : Epoch 1575 | loss: 0.0311429 | val_loss: 0.0311703 | Time: 1739.96 ms [2022-03-31 14:24:53 main:574] : INFO : Epoch 1576 | loss: 0.031141 | val_loss: 0.0311685 | Time: 1808.04 ms [2022-03-31 14:24:54 main:574] : INFO : Epoch 1577 | loss: 0.0311427 | val_loss: 0.031181 | Time: 1732.71 ms [2022-03-31 14:24:56 main:574] : INFO : Epoch 1578 | loss: 0.0311441 | val_loss: 0.0311721 | Time: 1775.77 ms [2022-03-31 14:24:58 main:574] : INFO : Epoch 1579 | loss: 0.0311443 | val_loss: 0.0311709 | Time: 1725.46 ms [2022-03-31 14:25:00 main:574] : INFO : Epoch 1580 | loss: 0.0311461 | val_loss: 0.0311723 | Time: 1742.32 ms [2022-03-31 14:25:01 main:574] : INFO : Epoch 1581 | loss: 0.0311454 | val_loss: 0.0311709 | Time: 1744.01 ms [2022-03-31 14:25:03 main:574] : INFO : Epoch 1582 | loss: 0.0311479 | val_loss: 0.0311696 | Time: 1736.58 ms [2022-03-31 14:25:05 main:574] : INFO : Epoch 1583 | loss: 0.0311464 | val_loss: 0.0311761 | Time: 1733.71 ms [2022-03-31 14:25:07 main:574] : INFO : Epoch 1584 | loss: 0.0311465 | val_loss: 0.0311698 | Time: 1739.52 ms [2022-03-31 14:25:08 main:574] : INFO : Epoch 1585 | loss: 0.0311491 | val_loss: 0.0311805 | Time: 1747.22 ms [2022-03-31 14:25:10 main:574] : INFO : Epoch 1586 | loss: 0.0311509 | val_loss: 0.0311733 | Time: 1752 ms [2022-03-31 14:25:12 main:574] : INFO : Epoch 1587 | loss: 0.0311525 | val_loss: 0.0311694 | Time: 1741.49 ms [2022-03-31 14:25:14 main:574] : INFO : Epoch 1588 | loss: 0.0311485 | val_loss: 0.0311701 | Time: 1749.41 ms [2022-03-31 14:25:15 main:574] : INFO : Epoch 1589 | loss: 0.0311473 | val_loss: 0.0311702 | Time: 1747.72 ms [2022-03-31 14:25:17 main:574] : INFO : Epoch 1590 | loss: 0.0311462 | val_loss: 0.0311728 | Time: 1735.39 ms [2022-03-31 14:25:19 main:574] : INFO : Epoch 1591 | loss: 0.031147 | val_loss: 0.03117 | Time: 1737.52 ms [2022-03-31 14:25:21 main:574] : INFO : Epoch 1592 | loss: 0.0311436 | val_loss: 0.0311683 | Time: 1725.23 ms [2022-03-31 14:25:22 main:574] : INFO : Epoch 1593 | loss: 0.0311456 | val_loss: 0.0311841 | Time: 1741.68 ms [2022-03-31 14:25:24 main:574] : INFO : Epoch 1594 | loss: 0.0311503 | val_loss: 0.0311711 | Time: 1733.38 ms [2022-03-31 14:25:26 main:574] : INFO : Epoch 1595 | loss: 0.0311444 | val_loss: 0.0311729 | Time: 1716.34 ms [2022-03-31 14:25:27 main:574] : INFO : Epoch 1596 | loss: 0.0311441 | val_loss: 0.0311719 | Time: 1740.53 ms [2022-03-31 14:25:29 main:574] : INFO : Epoch 1597 | loss: 0.0311494 | val_loss: 0.0311721 | Time: 1757.87 ms [2022-03-31 14:25:31 main:574] : INFO : Epoch 1598 | loss: 0.031148 | val_loss: 0.0311759 | Time: 1754.17 ms [2022-03-31 14:25:33 main:574] : INFO : Epoch 1599 | loss: 0.0311425 | val_loss: 0.0311731 | Time: 1740.25 ms [2022-03-31 14:25:34 main:574] : INFO : Epoch 1600 | loss: 0.0311454 | val_loss: 0.0311723 | Time: 1755.32 ms [2022-03-31 14:25:36 main:574] : INFO : Epoch 1601 | loss: 0.0311429 | val_loss: 0.0311767 | Time: 1745.33 ms [2022-03-31 14:25:38 main:574] : INFO : Epoch 1602 | loss: 0.0311414 | val_loss: 0.0311721 | Time: 1735.36 ms [2022-03-31 14:25:40 main:574] : INFO : Epoch 1603 | loss: 0.0311434 | val_loss: 0.0311714 | Time: 1729.24 ms [2022-03-31 14:25:41 main:574] : INFO : Epoch 1604 | loss: 0.0311439 | val_loss: 0.0311731 | Time: 1765.16 ms [2022-03-31 14:25:43 main:574] : INFO : Epoch 1605 | loss: 0.0311453 | val_loss: 0.031171 | Time: 1719.58 ms [2022-03-31 14:25:45 main:574] : INFO : Epoch 1606 | loss: 0.0311435 | val_loss: 0.0311771 | Time: 1725.21 ms [2022-03-31 14:25:47 main:574] : INFO : Epoch 1607 | loss: 0.0311504 | val_loss: 0.0311771 | Time: 1724.39 ms [2022-03-31 14:25:48 main:574] : INFO : Epoch 1608 | loss: 0.031155 | val_loss: 0.0311716 | Time: 1762.25 ms [2022-03-31 14:25:50 main:574] : INFO : Epoch 1609 | loss: 0.0311498 | val_loss: 0.0311742 | Time: 1729.25 ms [2022-03-31 14:25:52 main:574] : INFO : Epoch 1610 | loss: 0.0311507 | val_loss: 0.0311927 | Time: 1797.15 ms [2022-03-31 14:25:54 main:574] : INFO : Epoch 1611 | loss: 0.0311531 | val_loss: 0.031175 | Time: 1752.68 ms [2022-03-31 14:25:55 main:574] : INFO : Epoch 1612 | loss: 0.0311428 | val_loss: 0.0311698 | Time: 1763.82 ms [2022-03-31 14:25:57 main:574] : INFO : Epoch 1613 | loss: 0.0311429 | val_loss: 0.0311709 | Time: 1717.8 ms [2022-03-31 14:25:59 main:574] : INFO : Epoch 1614 | loss: 0.0311419 | val_loss: 0.0311684 | Time: 1720.45 ms [2022-03-31 14:26:01 main:574] : INFO : Epoch 1615 | loss: 0.0311416 | val_loss: 0.0311735 | Time: 1754.52 ms [2022-03-31 14:26:02 main:574] : INFO : Epoch 1616 | loss: 0.0311448 | val_loss: 0.0311747 | Time: 1750.57 ms [2022-03-31 14:26:04 main:574] : INFO : Epoch 1617 | loss: 0.0311416 | val_loss: 0.0311696 | Time: 1740.77 ms [2022-03-31 14:26:06 main:574] : INFO : Epoch 1618 | loss: 0.0311456 | val_loss: 0.0311758 | Time: 1760.87 ms [2022-03-31 14:26:08 main:574] : INFO : Epoch 1619 | loss: 0.0311454 | val_loss: 0.0311727 | Time: 1782.81 ms [2022-03-31 14:26:09 main:574] : INFO : Epoch 1620 | loss: 0.0311419 | val_loss: 0.0311699 | Time: 1731.45 ms [2022-03-31 14:26:11 main:574] : INFO : Epoch 1621 | loss: 0.0311433 | val_loss: 0.0311685 | Time: 1747.42 ms [2022-03-31 14:26:13 main:574] : INFO : Epoch 1622 | loss: 0.0311441 | val_loss: 0.0311701 | Time: 1732.49 ms [2022-03-31 14:26:15 main:574] : INFO : Epoch 1623 | loss: 0.0311425 | val_loss: 0.0311754 | Time: 1730.9 ms [2022-03-31 14:26:16 main:574] : INFO : Epoch 1624 | loss: 0.0311422 | val_loss: 0.0311728 | Time: 1724.12 ms [2022-03-31 14:26:18 main:574] : INFO : Epoch 1625 | loss: 0.0311431 | val_loss: 0.0311729 | Time: 1753.77 ms [2022-03-31 14:26:20 main:574] : INFO : Epoch 1626 | loss: 0.0311478 | val_loss: 0.0311786 | Time: 1729.48 ms [2022-03-31 14:26:22 main:574] : INFO : Epoch 1627 | loss: 0.0311479 | val_loss: 0.0311768 | Time: 1720.38 ms [2022-03-31 14:26:23 main:574] : INFO : Epoch 1628 | loss: 0.0311474 | val_loss: 0.0311743 | Time: 1712.61 ms [2022-03-31 14:26:25 main:574] : INFO : Epoch 1629 | loss: 0.0311459 | val_loss: 0.0311747 | Time: 1748.2 ms [2022-03-31 14:26:27 main:574] : INFO : Epoch 1630 | loss: 0.0311464 | val_loss: 0.0311734 | Time: 1707.59 ms [2022-03-31 14:26:29 main:574] : INFO : Epoch 1631 | loss: 0.0311409 | val_loss: 0.0311717 | Time: 1749.26 ms [2022-03-31 14:26:30 main:574] : INFO : Epoch 1632 | loss: 0.0311452 | val_loss: 0.0311795 | Time: 1741.95 ms [2022-03-31 14:26:32 main:574] : INFO : Epoch 1633 | loss: 0.0311431 | val_loss: 0.0311759 | Time: 1747.78 ms [2022-03-31 14:26:34 main:574] : INFO : Epoch 1634 | loss: 0.0311456 | val_loss: 0.0311789 | Time: 1731.16 ms [2022-03-31 14:26:36 main:574] : INFO : Epoch 1635 | loss: 0.031144 | val_loss: 0.0311718 | Time: 1810.97 ms [2022-03-31 14:26:38 main:574] : INFO : Epoch 1636 | loss: 0.0311405 | val_loss: 0.0311713 | Time: 1968.71 ms [2022-03-31 14:26:40 main:574] : INFO : Epoch 1637 | loss: 0.0311413 | val_loss: 0.0311769 | Time: 1925.69 ms [2022-03-31 14:26:41 main:574] : INFO : Epoch 1638 | loss: 0.031145 | val_loss: 0.0311782 | Time: 1841.22 ms [2022-03-31 14:26:43 main:574] : INFO : Epoch 1639 | loss: 0.0311438 | val_loss: 0.0311725 | Time: 1714.86 ms [2022-03-31 14:26:45 main:574] : INFO : Epoch 1640 | loss: 0.031145 | val_loss: 0.0311734 | Time: 1805.58 ms [2022-03-31 14:26:47 main:574] : INFO : Epoch 1641 | loss: 0.0311466 | val_loss: 0.0311719 | Time: 1741.32 ms [2022-03-31 14:26:48 main:574] : INFO : Epoch 1642 | loss: 0.0311431 | val_loss: 0.0311763 | Time: 1741.75 ms [2022-03-31 14:26:50 main:574] : INFO : Epoch 1643 | loss: 0.03114 | val_loss: 0.0311718 | Time: 1749.17 ms [2022-03-31 14:26:52 main:574] : INFO : Epoch 1644 | loss: 0.0311441 | val_loss: 0.0311859 | Time: 1850.04 ms [2022-03-31 14:26:54 main:574] : INFO : Epoch 1645 | loss: 0.031151 | val_loss: 0.031179 | Time: 1907.93 ms [2022-03-31 14:26:56 main:574] : INFO : Epoch 1646 | loss: 0.031148 | val_loss: 0.0311778 | Time: 1787.5 ms [2022-03-31 14:26:58 main:574] : INFO : Epoch 1647 | loss: 0.0311532 | val_loss: 0.0311702 | Time: 1829.3 ms [2022-03-31 14:26:59 main:574] : INFO : Epoch 1648 | loss: 0.0311485 | val_loss: 0.0311698 | Time: 1812.78 ms [2022-03-31 14:27:01 main:574] : INFO : Epoch 1649 | loss: 0.0311448 | val_loss: 0.0311738 | Time: 1753.39 ms [2022-03-31 14:27:03 main:574] : INFO : Epoch 1650 | loss: 0.0311434 | val_loss: 0.0311797 | Time: 1766.61 ms [2022-03-31 14:27:05 main:574] : INFO : Epoch 1651 | loss: 0.0311435 | val_loss: 0.0311705 | Time: 1824.48 ms [2022-03-31 14:27:07 main:574] : INFO : Epoch 1652 | loss: 0.0311432 | val_loss: 0.0311687 | Time: 1817.74 ms [2022-03-31 14:27:08 main:574] : INFO : Epoch 1653 | loss: 0.0311416 | val_loss: 0.031173 | Time: 1762.33 ms [2022-03-31 14:27:10 main:574] : INFO : Epoch 1654 | loss: 0.0311481 | val_loss: 0.0311745 | Time: 1826.04 ms [2022-03-31 14:27:12 main:574] : INFO : Epoch 1655 | loss: 0.0311457 | val_loss: 0.0311796 | Time: 1806.09 ms [2022-03-31 14:27:14 main:574] : INFO : Epoch 1656 | loss: 0.0311484 | val_loss: 0.0311668 | Time: 1739.24 ms [2022-03-31 14:27:15 main:574] : INFO : Epoch 1657 | loss: 0.0311477 | val_loss: 0.0311671 | Time: 1743.54 ms [2022-03-31 14:27:17 main:574] : INFO : Epoch 1658 | loss: 0.0311511 | val_loss: 0.0311717 | Time: 1790.16 ms [2022-03-31 14:27:19 main:574] : INFO : Epoch 1659 | loss: 0.0311497 | val_loss: 0.0311698 | Time: 1755.81 ms [2022-03-31 14:27:21 main:574] : INFO : Epoch 1660 | loss: 0.0311488 | val_loss: 0.0311706 | Time: 1768.66 ms [2022-03-31 14:27:23 main:574] : INFO : Epoch 1661 | loss: 0.0311421 | val_loss: 0.0311714 | Time: 1772.03 ms [2022-03-31 14:27:24 main:574] : INFO : Epoch 1662 | loss: 0.0311426 | val_loss: 0.0311693 | Time: 1802.31 ms [2022-03-31 14:27:26 main:574] : INFO : Epoch 1663 | loss: 0.0311419 | val_loss: 0.0311695 | Time: 1767.18 ms [2022-03-31 14:27:28 main:574] : INFO : Epoch 1664 | loss: 0.0311425 | val_loss: 0.0311716 | Time: 1727.84 ms [2022-03-31 14:27:30 main:574] : INFO : Epoch 1665 | loss: 0.031144 | val_loss: 0.0311704 | Time: 1788.9 ms [2022-03-31 14:27:31 main:574] : INFO : Epoch 1666 | loss: 0.0311452 | val_loss: 0.0311832 | Time: 1760.55 ms [2022-03-31 14:27:33 main:574] : INFO : Epoch 1667 | loss: 0.0311468 | val_loss: 0.0311813 | Time: 1766.44 ms [2022-03-31 14:27:35 main:574] : INFO : Epoch 1668 | loss: 0.0311457 | val_loss: 0.0311725 | Time: 1749.68 ms [2022-03-31 14:27:37 main:574] : INFO : Epoch 1669 | loss: 0.0311434 | val_loss: 0.031174 | Time: 1758.02 ms [2022-03-31 14:27:38 main:574] : INFO : Epoch 1670 | loss: 0.0311482 | val_loss: 0.0311807 | Time: 1749.69 ms [2022-03-31 14:27:40 main:574] : INFO : Epoch 1671 | loss: 0.0311453 | val_loss: 0.031188 | Time: 1727.86 ms [2022-03-31 14:27:42 main:574] : INFO : Epoch 1672 | loss: 0.0311451 | val_loss: 0.0311764 | Time: 1713.55 ms [2022-03-31 14:27:44 main:574] : INFO : Epoch 1673 | loss: 0.0311408 | val_loss: 0.031168 | Time: 1753.94 ms [2022-03-31 14:27:45 main:574] : INFO : Epoch 1674 | loss: 0.0311427 | val_loss: 0.0311776 | Time: 1749.18 ms [2022-03-31 14:27:47 main:574] : INFO : Epoch 1675 | loss: 0.0311418 | val_loss: 0.0311741 | Time: 1740.38 ms [2022-03-31 14:27:49 main:574] : INFO : Epoch 1676 | loss: 0.031142 | val_loss: 0.0311804 | Time: 1729.51 ms [2022-03-31 14:27:51 main:574] : INFO : Epoch 1677 | loss: 0.0311442 | val_loss: 0.0311704 | Time: 1776.26 ms [2022-03-31 14:27:52 main:574] : INFO : Epoch 1678 | loss: 0.0311484 | val_loss: 0.0311701 | Time: 1726.24 ms [2022-03-31 14:27:54 main:574] : INFO : Epoch 1679 | loss: 0.0311443 | val_loss: 0.0311703 | Time: 1720.62 ms [2022-03-31 14:27:56 main:574] : INFO : Epoch 1680 | loss: 0.0311402 | val_loss: 0.0311753 | Time: 1768.61 ms [2022-03-31 14:27:58 main:574] : INFO : Epoch 1681 | loss: 0.0311412 | val_loss: 0.0311766 | Time: 1757.92 ms [2022-03-31 14:27:59 main:574] : INFO : Epoch 1682 | loss: 0.0311397 | val_loss: 0.0311714 | Time: 1801.48 ms [2022-03-31 14:28:01 main:574] : INFO : Epoch 1683 | loss: 0.0311407 | val_loss: 0.0311703 | Time: 1721.15 ms [2022-03-31 14:28:03 main:574] : INFO : Epoch 1684 | loss: 0.0311389 | val_loss: 0.0311749 | Time: 1754.57 ms [2022-03-31 14:28:05 main:574] : INFO : Epoch 1685 | loss: 0.0311417 | val_loss: 0.0311708 | Time: 1747.51 ms [2022-03-31 14:28:06 main:574] : INFO : Epoch 1686 | loss: 0.0311416 | val_loss: 0.0311722 | Time: 1724.08 ms [2022-03-31 14:28:08 main:574] : INFO : Epoch 1687 | loss: 0.0311412 | val_loss: 0.0311822 | Time: 1714.49 ms [2022-03-31 14:28:10 main:574] : INFO : Epoch 1688 | loss: 0.031141 | val_loss: 0.0311714 | Time: 1748.56 ms [2022-03-31 14:28:12 main:574] : INFO : Epoch 1689 | loss: 0.0311414 | val_loss: 0.0311685 | Time: 1756.91 ms [2022-03-31 14:28:13 main:574] : INFO : Epoch 1690 | loss: 0.031141 | val_loss: 0.0311696 | Time: 1730.69 ms [2022-03-31 14:28:15 main:574] : INFO : Epoch 1691 | loss: 0.031141 | val_loss: 0.0311681 | Time: 1754.55 ms [2022-03-31 14:28:17 main:574] : INFO : Epoch 1692 | loss: 0.0311389 | val_loss: 0.0311715 | Time: 1744.89 ms [2022-03-31 14:28:19 main:574] : INFO : Epoch 1693 | loss: 0.0311436 | val_loss: 0.0311713 | Time: 1752.93 ms [2022-03-31 14:28:20 main:574] : INFO : Epoch 1694 | loss: 0.0311471 | val_loss: 0.0311734 | Time: 1728.12 ms [2022-03-31 14:28:22 main:574] : INFO : Epoch 1695 | loss: 0.0311444 | val_loss: 0.0311716 | Time: 1725.81 ms [2022-03-31 14:28:24 main:574] : INFO : Epoch 1696 | loss: 0.0311404 | val_loss: 0.0311763 | Time: 1735.24 ms [2022-03-31 14:28:26 main:574] : INFO : Epoch 1697 | loss: 0.0311422 | val_loss: 0.031176 | Time: 1729.17 ms [2022-03-31 14:28:27 main:574] : INFO : Epoch 1698 | loss: 0.0311462 | val_loss: 0.0311752 | Time: 1758.14 ms [2022-03-31 14:28:29 main:574] : INFO : Epoch 1699 | loss: 0.0311452 | val_loss: 0.0311682 | Time: 1720.01 ms [2022-03-31 14:28:31 main:574] : INFO : Epoch 1700 | loss: 0.0311405 | val_loss: 0.0311726 | Time: 1754.64 ms [2022-03-31 14:28:33 main:574] : INFO : Epoch 1701 | loss: 0.0311413 | val_loss: 0.0311892 | Time: 1746.26 ms [2022-03-31 14:28:34 main:574] : INFO : Epoch 1702 | loss: 0.0311478 | val_loss: 0.0311754 | Time: 1746.15 ms [2022-03-31 14:28:36 main:574] : INFO : Epoch 1703 | loss: 0.0311405 | val_loss: 0.0311734 | Time: 1753.54 ms [2022-03-31 14:28:38 main:574] : INFO : Epoch 1704 | loss: 0.0311435 | val_loss: 0.0311767 | Time: 1824.78 ms [2022-03-31 14:28:40 main:574] : INFO : Epoch 1705 | loss: 0.0311403 | val_loss: 0.0311797 | Time: 1771.93 ms [2022-03-31 14:28:42 main:574] : INFO : Epoch 1706 | loss: 0.0311391 | val_loss: 0.0311728 | Time: 1794.34 ms [2022-03-31 14:28:43 main:574] : INFO : Epoch 1707 | loss: 0.0311424 | val_loss: 0.0311766 | Time: 1837.74 ms [2022-03-31 14:28:45 main:574] : INFO : Epoch 1708 | loss: 0.0311433 | val_loss: 0.0311764 | Time: 1814.91 ms [2022-03-31 14:28:47 main:574] : INFO : Epoch 1709 | loss: 0.0311393 | val_loss: 0.0311734 | Time: 1817.38 ms [2022-03-31 14:28:49 main:574] : INFO : Epoch 1710 | loss: 0.0311392 | val_loss: 0.0311752 | Time: 1802.46 ms [2022-03-31 14:28:51 main:574] : INFO : Epoch 1711 | loss: 0.0311409 | val_loss: 0.0311716 | Time: 1775.45 ms [2022-03-31 14:28:52 main:574] : INFO : Epoch 1712 | loss: 0.0311399 | val_loss: 0.0311729 | Time: 1853.4 ms [2022-03-31 14:28:54 main:574] : INFO : Epoch 1713 | loss: 0.0311392 | val_loss: 0.031182 | Time: 1793.63 ms [2022-03-31 14:28:56 main:574] : INFO : Epoch 1714 | loss: 0.0311411 | val_loss: 0.0311739 | Time: 1772.81 ms [2022-03-31 14:28:58 main:574] : INFO : Epoch 1715 | loss: 0.0311407 | val_loss: 0.0311722 | Time: 1746.18 ms [2022-03-31 14:29:00 main:574] : INFO : Epoch 1716 | loss: 0.0311443 | val_loss: 0.0311715 | Time: 1800.82 ms [2022-03-31 14:29:01 main:574] : INFO : Epoch 1717 | loss: 0.0311398 | val_loss: 0.0311719 | Time: 1758.52 ms [2022-03-31 14:29:03 main:574] : INFO : Epoch 1718 | loss: 0.0311439 | val_loss: 0.0311777 | Time: 1748.42 ms [2022-03-31 14:29:05 main:574] : INFO : Epoch 1719 | loss: 0.0311405 | val_loss: 0.0311805 | Time: 1741.07 ms [2022-03-31 14:29:07 main:574] : INFO : Epoch 1720 | loss: 0.0311387 | val_loss: 0.0311744 | Time: 1797.55 ms [2022-03-31 14:29:08 main:574] : INFO : Epoch 1721 | loss: 0.0311403 | val_loss: 0.031172 | Time: 1730.48 ms [2022-03-31 14:29:10 main:574] : INFO : Epoch 1722 | loss: 0.0311402 | val_loss: 0.0311698 | Time: 1750.96 ms [2022-03-31 14:29:12 main:574] : INFO : Epoch 1723 | loss: 0.0311409 | val_loss: 0.0311753 | Time: 1743.43 ms [2022-03-31 14:29:14 main:574] : INFO : Epoch 1724 | loss: 0.0311416 | val_loss: 0.0311708 | Time: 1762.05 ms [2022-03-31 14:29:15 main:574] : INFO : Epoch 1725 | loss: 0.0311452 | val_loss: 0.0311803 | Time: 1766.31 ms [2022-03-31 14:29:17 main:574] : INFO : Epoch 1726 | loss: 0.0311458 | val_loss: 0.0311713 | Time: 1743.27 ms [2022-03-31 14:29:19 main:574] : INFO : Epoch 1727 | loss: 0.03114 | val_loss: 0.03118 | Time: 1769.92 ms [2022-03-31 14:29:21 main:574] : INFO : Epoch 1728 | loss: 0.0311406 | val_loss: 0.0311707 | Time: 1867.76 ms [2022-03-31 14:29:23 main:574] : INFO : Epoch 1729 | loss: 0.0311413 | val_loss: 0.0311813 | Time: 1732.62 ms [2022-03-31 14:29:24 main:574] : INFO : Epoch 1730 | loss: 0.0312621 | val_loss: 0.0312198 | Time: 1734.4 ms [2022-03-31 14:29:26 main:574] : INFO : Epoch 1731 | loss: 0.03121 | val_loss: 0.031194 | Time: 1779.52 ms [2022-03-31 14:29:28 main:574] : INFO : Epoch 1732 | loss: 0.0311759 | val_loss: 0.0311737 | Time: 1751.94 ms [2022-03-31 14:29:30 main:574] : INFO : Epoch 1733 | loss: 0.0311664 | val_loss: 0.0311688 | Time: 1732.59 ms [2022-03-31 14:29:31 main:574] : INFO : Epoch 1734 | loss: 0.0311669 | val_loss: 0.0311713 | Time: 1764.16 ms [2022-03-31 14:29:33 main:574] : INFO : Epoch 1735 | loss: 0.0311557 | val_loss: 0.03117 | Time: 1749.5 ms [2022-03-31 14:29:35 main:574] : INFO : Epoch 1736 | loss: 0.0311576 | val_loss: 0.0311662 | Time: 1926.85 ms [2022-03-31 14:29:37 main:574] : INFO : Epoch 1737 | loss: 0.0311525 | val_loss: 0.0311665 | Time: 1879.33 ms [2022-03-31 14:29:39 main:574] : INFO : Epoch 1738 | loss: 0.0311544 | val_loss: 0.0311719 | Time: 1756.71 ms [2022-03-31 14:29:40 main:574] : INFO : Epoch 1739 | loss: 0.0311537 | val_loss: 0.0311687 | Time: 1732.84 ms [2022-03-31 14:29:42 main:574] : INFO : Epoch 1740 | loss: 0.0311551 | val_loss: 0.0311708 | Time: 1735.57 ms [2022-03-31 14:29:44 main:574] : INFO : Epoch 1741 | loss: 0.0311519 | val_loss: 0.0311705 | Time: 1744.39 ms [2022-03-31 14:29:46 main:574] : INFO : Epoch 1742 | loss: 0.0311519 | val_loss: 0.0311741 | Time: 1806.81 ms [2022-03-31 14:29:48 main:574] : INFO : Epoch 1743 | loss: 0.0311529 | val_loss: 0.0311663 | Time: 1785.39 ms [2022-03-31 14:29:49 main:574] : INFO : Epoch 1744 | loss: 0.0311486 | val_loss: 0.031164 | Time: 1827.4 ms [2022-03-31 14:29:51 main:574] : INFO : Epoch 1745 | loss: 0.0311518 | val_loss: 0.0311691 | Time: 1793.94 ms [2022-03-31 14:29:53 main:574] : INFO : Epoch 1746 | loss: 0.0311472 | val_loss: 0.0311647 | Time: 1870.2 ms [2022-03-31 14:29:55 main:574] : INFO : Epoch 1747 | loss: 0.0311468 | val_loss: 0.0311653 | Time: 1810.18 ms [2022-03-31 14:29:57 main:574] : INFO : Epoch 1748 | loss: 0.031149 | val_loss: 0.0311862 | Time: 1785.04 ms [2022-03-31 14:29:58 main:574] : INFO : Epoch 1749 | loss: 0.0311546 | val_loss: 0.03119 | Time: 1785.3 ms [2022-03-31 14:30:00 main:574] : INFO : Epoch 1750 | loss: 0.0311513 | val_loss: 0.031175 | Time: 1804.68 ms [2022-03-31 14:30:02 main:574] : INFO : Epoch 1751 | loss: 0.0311476 | val_loss: 0.0311712 | Time: 1771.76 ms [2022-03-31 14:30:04 main:574] : INFO : Epoch 1752 | loss: 0.0311471 | val_loss: 0.0311749 | Time: 1797.18 ms [2022-03-31 14:30:06 main:574] : INFO : Epoch 1753 | loss: 0.0311464 | val_loss: 0.03117 | Time: 1764.58 ms [2022-03-31 14:30:07 main:574] : INFO : Epoch 1754 | loss: 0.0311467 | val_loss: 0.0311695 | Time: 1786.31 ms [2022-03-31 14:30:09 main:574] : INFO : Epoch 1755 | loss: 0.0311421 | val_loss: 0.031174 | Time: 1754.3 ms [2022-03-31 14:30:11 main:574] : INFO : Epoch 1756 | loss: 0.0311414 | val_loss: 0.0311762 | Time: 1766.58 ms [2022-03-31 14:30:13 main:574] : INFO : Epoch 1757 | loss: 0.0311432 | val_loss: 0.0311739 | Time: 1753.17 ms [2022-03-31 14:30:14 main:574] : INFO : Epoch 1758 | loss: 0.0311443 | val_loss: 0.0311693 | Time: 1830.49 ms [2022-03-31 14:30:16 main:574] : INFO : Epoch 1759 | loss: 0.0311416 | val_loss: 0.0311676 | Time: 1746.94 ms [2022-03-31 14:30:18 main:574] : INFO : Epoch 1760 | loss: 0.0311442 | val_loss: 0.0311712 | Time: 1760.97 ms [2022-03-31 14:30:20 main:574] : INFO : Epoch 1761 | loss: 0.0311471 | val_loss: 0.0311733 | Time: 1788.81 ms [2022-03-31 14:30:22 main:574] : INFO : Epoch 1762 | loss: 0.0311455 | val_loss: 0.0311749 | Time: 1870.76 ms [2022-03-31 14:30:24 main:574] : INFO : Epoch 1763 | loss: 0.0311502 | val_loss: 0.0311731 | Time: 1903.72 ms [2022-03-31 14:30:26 main:574] : INFO : Epoch 1764 | loss: 0.0311476 | val_loss: 0.0311689 | Time: 1972.34 ms [2022-03-31 14:30:27 main:574] : INFO : Epoch 1765 | loss: 0.0311459 | val_loss: 0.0311717 | Time: 1776.71 ms [2022-03-31 14:30:39 main:574] : INFO : Epoch 1766 | loss: 0.031144 | val_loss: 0.031169 | Time: 11999.9 ms [2022-03-31 14:30:41 main:574] : INFO : Epoch 1767 | loss: 0.0311417 | val_loss: 0.0311714 | Time: 1911.18 ms [2022-03-31 14:30:43 main:574] : INFO : Epoch 1768 | loss: 0.031143 | val_loss: 0.0311709 | Time: 1949.94 ms [2022-03-31 14:30:45 main:574] : INFO : Epoch 1769 | loss: 0.031144 | val_loss: 0.0311678 | Time: 1877.32 ms [2022-03-31 14:30:47 main:574] : INFO : Epoch 1770 | loss: 0.0311429 | val_loss: 0.0311729 | Time: 1847.81 ms [2022-03-31 14:30:49 main:574] : INFO : Epoch 1771 | loss: 0.0311442 | val_loss: 0.0311699 | Time: 1835.92 ms [2022-03-31 14:30:51 main:574] : INFO : Epoch 1772 | loss: 0.0311426 | val_loss: 0.0311719 | Time: 1824.85 ms [2022-03-31 14:30:52 main:574] : INFO : Epoch 1773 | loss: 0.0311416 | val_loss: 0.0311706 | Time: 1825.5 ms [2022-03-31 14:30:54 main:574] : INFO : Epoch 1774 | loss: 0.031146 | val_loss: 0.0311703 | Time: 1881 ms [2022-03-31 14:30:56 main:574] : INFO : Epoch 1775 | loss: 0.0311501 | val_loss: 0.0311699 | Time: 1816.82 ms [2022-03-31 14:30:58 main:574] : INFO : Epoch 1776 | loss: 0.0311465 | val_loss: 0.0311685 | Time: 1851.68 ms [2022-03-31 14:31:00 main:574] : INFO : Epoch 1777 | loss: 0.0311407 | val_loss: 0.0311698 | Time: 1809.88 ms [2022-03-31 14:31:02 main:574] : INFO : Epoch 1778 | loss: 0.0311422 | val_loss: 0.0311714 | Time: 1816.87 ms [2022-03-31 14:31:03 main:574] : INFO : Epoch 1779 | loss: 0.0311456 | val_loss: 0.0311707 | Time: 1803.85 ms [2022-03-31 14:31:05 main:574] : INFO : Epoch 1780 | loss: 0.0311437 | val_loss: 0.031169 | Time: 1887.23 ms [2022-03-31 14:31:07 main:574] : INFO : Epoch 1781 | loss: 0.031146 | val_loss: 0.0311664 | Time: 1823.23 ms [2022-03-31 14:31:09 main:574] : INFO : Epoch 1782 | loss: 0.0311472 | val_loss: 0.0311688 | Time: 1798.21 ms [2022-03-31 14:31:11 main:574] : INFO : Epoch 1783 | loss: 0.0311394 | val_loss: 0.0311682 | Time: 1804.54 ms [2022-03-31 14:31:13 main:574] : INFO : Epoch 1784 | loss: 0.0311384 | val_loss: 0.0311709 | Time: 1889.81 ms [2022-03-31 14:31:15 main:574] : INFO : Epoch 1785 | loss: 0.03114 | val_loss: 0.0311707 | Time: 1855.38 ms [2022-03-31 14:31:16 main:574] : INFO : Epoch 1786 | loss: 0.0311406 | val_loss: 0.0311729 | Time: 1833.03 ms [2022-03-31 14:31:18 main:574] : INFO : Epoch 1787 | loss: 0.0311392 | val_loss: 0.0311706 | Time: 1792.37 ms [2022-03-31 14:31:20 main:574] : INFO : Epoch 1788 | loss: 0.0311389 | val_loss: 0.0311792 | Time: 1804.15 ms [2022-03-31 14:31:22 main:574] : INFO : Epoch 1789 | loss: 0.0311411 | val_loss: 0.0311699 | Time: 1824.87 ms [2022-03-31 14:31:24 main:574] : INFO : Epoch 1790 | loss: 0.0311384 | val_loss: 0.0311712 | Time: 1832.95 ms [2022-03-31 14:31:25 main:574] : INFO : Epoch 1791 | loss: 0.0311397 | val_loss: 0.0311777 | Time: 1774.22 ms [2022-03-31 14:31:27 main:574] : INFO : Epoch 1792 | loss: 0.0311397 | val_loss: 0.031169 | Time: 1780.66 ms [2022-03-31 14:31:29 main:574] : INFO : Epoch 1793 | loss: 0.0311407 | val_loss: 0.0311763 | Time: 1797.61 ms [2022-03-31 14:31:31 main:574] : INFO : Epoch 1794 | loss: 0.0311408 | val_loss: 0.0311723 | Time: 1772.79 ms [2022-03-31 14:31:33 main:574] : INFO : Epoch 1795 | loss: 0.031143 | val_loss: 0.031169 | Time: 1808.92 ms [2022-03-31 14:31:35 main:574] : INFO : Epoch 1796 | loss: 0.0311352 | val_loss: 0.0311698 | Time: 2002.7 ms [2022-03-31 14:31:36 main:574] : INFO : Epoch 1797 | loss: 0.0311372 | val_loss: 0.031177 | Time: 1860.55 ms [2022-03-31 14:31:38 main:574] : INFO : Epoch 1798 | loss: 0.0311407 | val_loss: 0.0311714 | Time: 1842.51 ms [2022-03-31 14:31:40 main:574] : INFO : Epoch 1799 | loss: 0.0311368 | val_loss: 0.0311747 | Time: 1953.87 ms [2022-03-31 14:31:42 main:574] : INFO : Epoch 1800 | loss: 0.031139 | val_loss: 0.0311834 | Time: 1921.64 ms [2022-03-31 14:31:44 main:574] : INFO : Epoch 1801 | loss: 0.0311377 | val_loss: 0.0311712 | Time: 1832.25 ms [2022-03-31 14:31:46 main:574] : INFO : Epoch 1802 | loss: 0.0311355 | val_loss: 0.0311776 | Time: 1832.38 ms [2022-03-31 14:31:48 main:574] : INFO : Epoch 1803 | loss: 0.0311375 | val_loss: 0.0311751 | Time: 1793.69 ms [2022-03-31 14:31:50 main:574] : INFO : Epoch 1804 | loss: 0.0311386 | val_loss: 0.0311757 | Time: 1816.24 ms [2022-03-31 14:31:51 main:574] : INFO : Epoch 1805 | loss: 0.0311398 | val_loss: 0.0311687 | Time: 1809.49 ms [2022-03-31 14:31:53 main:574] : INFO : Epoch 1806 | loss: 0.0311392 | val_loss: 0.0311712 | Time: 1796.81 ms [2022-03-31 14:31:55 main:574] : INFO : Epoch 1807 | loss: 0.0311375 | val_loss: 0.0311689 | Time: 1806.35 ms [2022-03-31 14:31:57 main:574] : INFO : Epoch 1808 | loss: 0.0311564 | val_loss: 0.0311681 | Time: 1837.02 ms [2022-03-31 14:31:59 main:574] : INFO : Epoch 1809 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 1804.96 ms [2022-03-31 14:32:00 main:574] : INFO : Epoch 1810 | loss: 0.0311572 | val_loss: 0.0311617 | Time: 1793.65 ms [2022-03-31 14:32:02 main:574] : INFO : Epoch 1811 | loss: 0.031151 | val_loss: 0.0311757 | Time: 1779.16 ms [2022-03-31 14:32:04 main:574] : INFO : Epoch 1812 | loss: 0.0311533 | val_loss: 0.0311639 | Time: 1831.69 ms [2022-03-31 14:32:06 main:574] : INFO : Epoch 1813 | loss: 0.0311488 | val_loss: 0.031161 | Time: 1851.09 ms [2022-03-31 14:32:08 main:574] : INFO : Epoch 1814 | loss: 0.0311456 | val_loss: 0.0311732 | Time: 1715.39 ms [2022-03-31 14:32:09 main:574] : INFO : Epoch 1815 | loss: 0.0311539 | val_loss: 0.0311627 | Time: 1788.13 ms [2022-03-31 14:32:11 main:574] : INFO : Epoch 1816 | loss: 0.0311456 | val_loss: 0.0311632 | Time: 1795.89 ms [2022-03-31 14:32:13 main:574] : INFO : Epoch 1817 | loss: 0.0311451 | val_loss: 0.0311809 | Time: 1752.27 ms [2022-03-31 14:32:15 main:574] : INFO : Epoch 1818 | loss: 0.0311486 | val_loss: 0.0311693 | Time: 1710.54 ms [2022-03-31 14:32:16 main:574] : INFO : Epoch 1819 | loss: 0.0311428 | val_loss: 0.0311682 | Time: 1746.61 ms [2022-03-31 14:32:18 main:574] : INFO : Epoch 1820 | loss: 0.031145 | val_loss: 0.0311671 | Time: 1715.52 ms [2022-03-31 14:32:20 main:574] : INFO : Epoch 1821 | loss: 0.0311432 | val_loss: 0.0311663 | Time: 1743.08 ms [2022-03-31 14:32:22 main:574] : INFO : Epoch 1822 | loss: 0.0311424 | val_loss: 0.0311721 | Time: 1715.46 ms [2022-03-31 14:32:23 main:574] : INFO : Epoch 1823 | loss: 0.0311481 | val_loss: 0.0311702 | Time: 1758.3 ms [2022-03-31 14:32:25 main:574] : INFO : Epoch 1824 | loss: 0.031143 | val_loss: 0.0311639 | Time: 1731.42 ms [2022-03-31 14:32:27 main:574] : INFO : Epoch 1825 | loss: 0.0311427 | val_loss: 0.031164 | Time: 1706.04 ms [2022-03-31 14:32:29 main:574] : INFO : Epoch 1826 | loss: 0.0311445 | val_loss: 0.031168 | Time: 1723.1 ms [2022-03-31 14:32:30 main:574] : INFO : Epoch 1827 | loss: 0.031138 | val_loss: 0.0311669 | Time: 1747.62 ms [2022-03-31 14:32:32 main:574] : INFO : Epoch 1828 | loss: 0.0311378 | val_loss: 0.0311724 | Time: 1790.63 ms [2022-03-31 14:32:34 main:574] : INFO : Epoch 1829 | loss: 0.0311377 | val_loss: 0.0311689 | Time: 1738.02 ms [2022-03-31 14:32:36 main:574] : INFO : Epoch 1830 | loss: 0.0311386 | val_loss: 0.0311653 | Time: 1726.06 ms [2022-03-31 14:32:37 main:574] : INFO : Epoch 1831 | loss: 0.0311438 | val_loss: 0.0311653 | Time: 1757.89 ms [2022-03-31 14:32:39 main:574] : INFO : Epoch 1832 | loss: 0.03114 | val_loss: 0.0311773 | Time: 1727.42 ms [2022-03-31 14:32:41 main:574] : INFO : Epoch 1833 | loss: 0.0311391 | val_loss: 0.0311645 | Time: 1727.77 ms [2022-03-31 14:32:43 main:574] : INFO : Epoch 1834 | loss: 0.0311382 | val_loss: 0.0311669 | Time: 1753.48 ms [2022-03-31 14:32:44 main:574] : INFO : Epoch 1835 | loss: 0.0311387 | val_loss: 0.0311748 | Time: 1715.93 ms [2022-03-31 14:32:46 main:574] : INFO : Epoch 1836 | loss: 0.0311465 | val_loss: 0.0311774 | Time: 1720.02 ms [2022-03-31 14:32:48 main:574] : INFO : Epoch 1837 | loss: 0.0311479 | val_loss: 0.031167 | Time: 1744.85 ms [2022-03-31 14:32:50 main:574] : INFO : Epoch 1838 | loss: 0.0311419 | val_loss: 0.031171 | Time: 1794 ms [2022-03-31 14:32:51 main:574] : INFO : Epoch 1839 | loss: 0.0311389 | val_loss: 0.0311656 | Time: 1755.37 ms [2022-03-31 14:32:53 main:574] : INFO : Epoch 1840 | loss: 0.031138 | val_loss: 0.0311665 | Time: 1723.53 ms [2022-03-31 14:32:55 main:574] : INFO : Epoch 1841 | loss: 0.031138 | val_loss: 0.0311701 | Time: 1720.15 ms [2022-03-31 14:32:56 main:574] : INFO : Epoch 1842 | loss: 0.0311404 | val_loss: 0.0311683 | Time: 1744.38 ms [2022-03-31 14:32:58 main:574] : INFO : Epoch 1843 | loss: 0.0311499 | val_loss: 0.0311748 | Time: 1719.36 ms [2022-03-31 14:33:00 main:574] : INFO : Epoch 1844 | loss: 0.0311444 | val_loss: 0.0311705 | Time: 1736.02 ms [2022-03-31 14:33:02 main:574] : INFO : Epoch 1845 | loss: 0.0311415 | val_loss: 0.0311665 | Time: 1764.95 ms [2022-03-31 14:33:03 main:574] : INFO : Epoch 1846 | loss: 0.0311416 | val_loss: 0.0311663 | Time: 1748.66 ms [2022-03-31 14:33:05 main:574] : INFO : Epoch 1847 | loss: 0.0311367 | val_loss: 0.0311699 | Time: 1739.89 ms [2022-03-31 14:33:07 main:574] : INFO : Epoch 1848 | loss: 0.031141 | val_loss: 0.0311699 | Time: 1868.71 ms [2022-03-31 14:33:09 main:574] : INFO : Epoch 1849 | loss: 0.0311406 | val_loss: 0.0311689 | Time: 1790.07 ms [2022-03-31 14:33:11 main:574] : INFO : Epoch 1850 | loss: 0.0311362 | val_loss: 0.0311692 | Time: 1748.34 ms [2022-03-31 14:33:12 main:574] : INFO : Epoch 1851 | loss: 0.0311389 | val_loss: 0.0311671 | Time: 1738.04 ms [2022-03-31 14:33:14 main:574] : INFO : Epoch 1852 | loss: 0.0311362 | val_loss: 0.0311683 | Time: 1753.45 ms [2022-03-31 14:33:16 main:574] : INFO : Epoch 1853 | loss: 0.0311339 | val_loss: 0.0311686 | Time: 1769.66 ms [2022-03-31 14:33:18 main:574] : INFO : Epoch 1854 | loss: 0.0311404 | val_loss: 0.0311655 | Time: 1803.3 ms [2022-03-31 14:33:20 main:574] : INFO : Epoch 1855 | loss: 0.0311439 | val_loss: 0.0311647 | Time: 1803.31 ms [2022-03-31 14:33:21 main:574] : INFO : Epoch 1856 | loss: 0.0311386 | val_loss: 0.0311771 | Time: 1778.59 ms [2022-03-31 14:33:23 main:574] : INFO : Epoch 1857 | loss: 0.0311366 | val_loss: 0.0311727 | Time: 1803.65 ms [2022-03-31 14:33:25 main:574] : INFO : Epoch 1858 | loss: 0.0311384 | val_loss: 0.0311718 | Time: 1761.47 ms [2022-03-31 14:33:27 main:574] : INFO : Epoch 1859 | loss: 0.0311355 | val_loss: 0.031167 | Time: 1747.69 ms [2022-03-31 14:33:28 main:574] : INFO : Epoch 1860 | loss: 0.0311331 | val_loss: 0.0311694 | Time: 1740.54 ms [2022-03-31 14:33:30 main:574] : INFO : Epoch 1861 | loss: 0.0311348 | val_loss: 0.031169 | Time: 1730.04 ms [2022-03-31 14:33:32 main:574] : INFO : Epoch 1862 | loss: 0.0311382 | val_loss: 0.0311691 | Time: 1766.53 ms [2022-03-31 14:33:34 main:574] : INFO : Epoch 1863 | loss: 0.0311394 | val_loss: 0.0311688 | Time: 1754.23 ms [2022-03-31 14:33:35 main:574] : INFO : Epoch 1864 | loss: 0.0311361 | val_loss: 0.0311702 | Time: 1735.31 ms [2022-03-31 14:33:37 main:574] : INFO : Epoch 1865 | loss: 0.0311344 | val_loss: 0.0311723 | Time: 1722.16 ms [2022-03-31 14:33:39 main:574] : INFO : Epoch 1866 | loss: 0.0311327 | val_loss: 0.0311707 | Time: 1755 ms [2022-03-31 14:33:41 main:574] : INFO : Epoch 1867 | loss: 0.0311347 | val_loss: 0.0311687 | Time: 1717.64 ms [2022-03-31 14:33:42 main:574] : INFO : Epoch 1868 | loss: 0.0311397 | val_loss: 0.0311679 | Time: 1740.6 ms [2022-03-31 14:33:44 main:574] : INFO : Epoch 1869 | loss: 0.0311388 | val_loss: 0.0311766 | Time: 1771.79 ms [2022-03-31 14:33:46 main:574] : INFO : Epoch 1870 | loss: 0.0311358 | val_loss: 0.031173 | Time: 1763.6 ms [2022-03-31 14:33:48 main:574] : INFO : Epoch 1871 | loss: 0.0311381 | val_loss: 0.0311671 | Time: 1776.49 ms [2022-03-31 14:33:49 main:574] : INFO : Epoch 1872 | loss: 0.0311351 | val_loss: 0.031169 | Time: 1752.74 ms [2022-03-31 14:33:51 main:574] : INFO : Epoch 1873 | loss: 0.0311361 | val_loss: 0.0311691 | Time: 1730.46 ms [2022-03-31 14:33:53 main:574] : INFO : Epoch 1874 | loss: 0.0311357 | val_loss: 0.0311714 | Time: 1793.56 ms [2022-03-31 14:33:55 main:574] : INFO : Epoch 1875 | loss: 0.0311367 | val_loss: 0.0311688 | Time: 1733.16 ms [2022-03-31 14:33:57 main:574] : INFO : Epoch 1876 | loss: 0.0311364 | val_loss: 0.031166 | Time: 1800.25 ms [2022-03-31 14:33:58 main:574] : INFO : Epoch 1877 | loss: 0.031141 | val_loss: 0.0311744 | Time: 1764.34 ms [2022-03-31 14:34:00 main:574] : INFO : Epoch 1878 | loss: 0.0311361 | val_loss: 0.0311694 | Time: 1806.75 ms [2022-03-31 14:34:02 main:574] : INFO : Epoch 1879 | loss: 0.0311357 | val_loss: 0.0311711 | Time: 1774.09 ms [2022-03-31 14:34:04 main:574] : INFO : Epoch 1880 | loss: 0.0311358 | val_loss: 0.0311756 | Time: 1735.2 ms [2022-03-31 14:34:05 main:574] : INFO : Epoch 1881 | loss: 0.0311353 | val_loss: 0.0311701 | Time: 1747.57 ms [2022-03-31 14:34:07 main:574] : INFO : Epoch 1882 | loss: 0.0311407 | val_loss: 0.0311772 | Time: 1752.8 ms [2022-03-31 14:34:09 main:574] : INFO : Epoch 1883 | loss: 0.0311435 | val_loss: 0.0311687 | Time: 1767.41 ms [2022-03-31 14:34:11 main:574] : INFO : Epoch 1884 | loss: 0.0311351 | val_loss: 0.0311825 | Time: 1741.28 ms [2022-03-31 14:34:12 main:574] : INFO : Epoch 1885 | loss: 0.031138 | val_loss: 0.0311716 | Time: 1790.82 ms [2022-03-31 14:34:14 main:574] : INFO : Epoch 1886 | loss: 0.0311332 | val_loss: 0.0311718 | Time: 1789.38 ms [2022-03-31 14:34:16 main:574] : INFO : Epoch 1887 | loss: 0.0311383 | val_loss: 0.0311689 | Time: 1718.86 ms [2022-03-31 14:34:18 main:574] : INFO : Epoch 1888 | loss: 0.0311353 | val_loss: 0.0311697 | Time: 1747.48 ms [2022-03-31 14:34:19 main:574] : INFO : Epoch 1889 | loss: 0.0311327 | val_loss: 0.0311675 | Time: 1750.06 ms [2022-03-31 14:34:21 main:574] : INFO : Epoch 1890 | loss: 0.0311334 | val_loss: 0.0311694 | Time: 1750.27 ms [2022-03-31 14:34:23 main:574] : INFO : Epoch 1891 | loss: 0.0311322 | val_loss: 0.0311691 | Time: 1757.87 ms [2022-03-31 14:34:25 main:574] : INFO : Epoch 1892 | loss: 0.0311344 | val_loss: 0.0311691 | Time: 1750.24 ms [2022-03-31 14:34:26 main:574] : INFO : Epoch 1893 | loss: 0.0311369 | val_loss: 0.0311802 | Time: 1746.1 ms [2022-03-31 14:34:28 main:574] : INFO : Epoch 1894 | loss: 0.0311366 | val_loss: 0.0311711 | Time: 1744.56 ms [2022-03-31 14:34:30 main:574] : INFO : Epoch 1895 | loss: 0.031133 | val_loss: 0.0311724 | Time: 1738.21 ms [2022-03-31 14:34:32 main:574] : INFO : Epoch 1896 | loss: 0.0311334 | val_loss: 0.0311727 | Time: 1769.16 ms [2022-03-31 14:34:33 main:574] : INFO : Epoch 1897 | loss: 0.031134 | val_loss: 0.0311726 | Time: 1724.88 ms [2022-03-31 14:34:35 main:574] : INFO : Epoch 1898 | loss: 0.0311334 | val_loss: 0.0311667 | Time: 1728.73 ms [2022-03-31 14:34:37 main:574] : INFO : Epoch 1899 | loss: 0.0311364 | val_loss: 0.0311647 | Time: 1730.79 ms [2022-03-31 14:34:39 main:574] : INFO : Epoch 1900 | loss: 0.0311425 | val_loss: 0.0311642 | Time: 1759.05 ms [2022-03-31 14:34:41 main:574] : INFO : Epoch 1901 | loss: 0.0311484 | val_loss: 0.031163 | Time: 1836.41 ms [2022-03-31 14:34:42 main:574] : INFO : Epoch 1902 | loss: 0.0311476 | val_loss: 0.031165 | Time: 1825.07 ms [2022-03-31 14:34:44 main:574] : INFO : Epoch 1903 | loss: 0.031152 | val_loss: 0.0311684 | Time: 1766.91 ms [2022-03-31 14:34:46 main:574] : INFO : Epoch 1904 | loss: 0.0311514 | val_loss: 0.0311644 | Time: 1764.09 ms [2022-03-31 14:34:48 main:574] : INFO : Epoch 1905 | loss: 0.0311424 | val_loss: 0.0311615 | Time: 1744.38 ms [2022-03-31 14:34:49 main:574] : INFO : Epoch 1906 | loss: 0.0311423 | val_loss: 0.0311601 | Time: 1732.38 ms [2022-03-31 14:34:51 main:574] : INFO : Epoch 1907 | loss: 0.0311481 | val_loss: 0.0311705 | Time: 1741.29 ms [2022-03-31 14:34:53 main:574] : INFO : Epoch 1908 | loss: 0.0311431 | val_loss: 0.03116 | Time: 1737.15 ms [2022-03-31 14:34:55 main:574] : INFO : Epoch 1909 | loss: 0.0311429 | val_loss: 0.0311619 | Time: 1726.61 ms [2022-03-31 14:34:56 main:574] : INFO : Epoch 1910 | loss: 0.0311421 | val_loss: 0.0311605 | Time: 1737.18 ms [2022-03-31 14:34:58 main:574] : INFO : Epoch 1911 | loss: 0.0311398 | val_loss: 0.0311592 | Time: 1749.98 ms [2022-03-31 14:35:00 main:574] : INFO : Epoch 1912 | loss: 0.0311383 | val_loss: 0.0311605 | Time: 1734.84 ms [2022-03-31 14:35:02 main:574] : INFO : Epoch 1913 | loss: 0.0311361 | val_loss: 0.0311608 | Time: 1802.85 ms [2022-03-31 14:35:04 main:574] : INFO : Epoch 1914 | loss: 0.0311368 | val_loss: 0.0311638 | Time: 1841.95 ms [2022-03-31 14:35:05 main:574] : INFO : Epoch 1915 | loss: 0.0311397 | val_loss: 0.0311684 | Time: 1776.22 ms [2022-03-31 14:35:07 main:574] : INFO : Epoch 1916 | loss: 0.0311398 | val_loss: 0.0311616 | Time: 1751.77 ms [2022-03-31 14:35:09 main:574] : INFO : Epoch 1917 | loss: 0.0311388 | val_loss: 0.0311628 | Time: 1792.04 ms [2022-03-31 14:35:11 main:574] : INFO : Epoch 1918 | loss: 0.0311375 | val_loss: 0.0311601 | Time: 1748.91 ms [2022-03-31 14:35:12 main:574] : INFO : Epoch 1919 | loss: 0.031144 | val_loss: 0.0311694 | Time: 1775.83 ms [2022-03-31 14:35:14 main:574] : INFO : Epoch 1920 | loss: 0.0311469 | val_loss: 0.0311625 | Time: 1802 ms [2022-03-31 14:35:16 main:574] : INFO : Epoch 1921 | loss: 0.0311517 | val_loss: 0.0311746 | Time: 1790.31 ms [2022-03-31 14:35:18 main:574] : INFO : Epoch 1922 | loss: 0.031148 | val_loss: 0.0311639 | Time: 1753 ms [2022-03-31 14:35:20 main:574] : INFO : Epoch 1923 | loss: 0.0311428 | val_loss: 0.0311587 | Time: 1764.63 ms [2022-03-31 14:35:21 main:574] : INFO : Epoch 1924 | loss: 0.0311386 | val_loss: 0.0311588 | Time: 1775.59 ms [2022-03-31 14:35:23 main:574] : INFO : Epoch 1925 | loss: 0.0311375 | val_loss: 0.0311568 | Time: 1740 ms [2022-03-31 14:35:25 main:574] : INFO : Epoch 1926 | loss: 0.0311344 | val_loss: 0.0311561 | Time: 1720.1 ms [2022-03-31 14:35:27 main:574] : INFO : Epoch 1927 | loss: 0.0311399 | val_loss: 0.0311633 | Time: 1777.13 ms [2022-03-31 14:35:28 main:574] : INFO : Epoch 1928 | loss: 0.0311397 | val_loss: 0.0311666 | Time: 1802.46 ms [2022-03-31 14:35:30 main:574] : INFO : Epoch 1929 | loss: 0.0311388 | val_loss: 0.031159 | Time: 1764.71 ms [2022-03-31 14:35:32 main:574] : INFO : Epoch 1930 | loss: 0.0311384 | val_loss: 0.0311579 | Time: 1732.71 ms [2022-03-31 14:35:34 main:574] : INFO : Epoch 1931 | loss: 0.0311362 | val_loss: 0.0311639 | Time: 1742.78 ms [2022-03-31 14:35:35 main:574] : INFO : Epoch 1932 | loss: 0.031139 | val_loss: 0.0311661 | Time: 1769 ms [2022-03-31 14:35:37 main:574] : INFO : Epoch 1933 | loss: 0.0311342 | val_loss: 0.0311588 | Time: 1757.48 ms [2022-03-31 14:35:39 main:574] : INFO : Epoch 1934 | loss: 0.0311335 | val_loss: 0.0311588 | Time: 1755.82 ms [2022-03-31 14:35:41 main:574] : INFO : Epoch 1935 | loss: 0.0311318 | val_loss: 0.0311594 | Time: 1775.32 ms [2022-03-31 14:35:42 main:574] : INFO : Epoch 1936 | loss: 0.0311313 | val_loss: 0.0311588 | Time: 1757.52 ms [2022-03-31 14:35:44 main:574] : INFO : Epoch 1937 | loss: 0.0311336 | val_loss: 0.0311581 | Time: 1741.55 ms [2022-03-31 14:35:46 main:574] : INFO : Epoch 1938 | loss: 0.0311339 | val_loss: 0.0311614 | Time: 1772.71 ms [2022-03-31 14:35:48 main:574] : INFO : Epoch 1939 | loss: 0.0311306 | val_loss: 0.0311628 | Time: 1775.28 ms [2022-03-31 14:35:49 main:574] : INFO : Epoch 1940 | loss: 0.0311318 | val_loss: 0.031163 | Time: 1734.35 ms [2022-03-31 14:35:51 main:574] : INFO : Epoch 1941 | loss: 0.0311339 | val_loss: 0.0311708 | Time: 1743.33 ms [2022-03-31 14:35:53 main:574] : INFO : Epoch 1942 | loss: 0.0311396 | val_loss: 0.0311628 | Time: 1728.33 ms [2022-03-31 14:35:55 main:574] : INFO : Epoch 1943 | loss: 0.0311334 | val_loss: 0.0311646 | Time: 1759.87 ms [2022-03-31 14:35:56 main:574] : INFO : Epoch 1944 | loss: 0.0311323 | val_loss: 0.0311564 | Time: 1743.36 ms [2022-03-31 14:35:58 main:574] : INFO : Epoch 1945 | loss: 0.0311317 | val_loss: 0.0311626 | Time: 1743.41 ms [2022-03-31 14:36:00 main:574] : INFO : Epoch 1946 | loss: 0.0311329 | val_loss: 0.0311618 | Time: 1744.87 ms [2022-03-31 14:36:02 main:574] : INFO : Epoch 1947 | loss: 0.0311329 | val_loss: 0.0311573 | Time: 1748.99 ms [2022-03-31 14:36:03 main:574] : INFO : Epoch 1948 | loss: 0.0311316 | val_loss: 0.0311563 | Time: 1750.07 ms [2022-03-31 14:36:05 main:574] : INFO : Epoch 1949 | loss: 0.0311325 | val_loss: 0.0311609 | Time: 1766.77 ms [2022-03-31 14:36:07 main:574] : INFO : Epoch 1950 | loss: 0.0311318 | val_loss: 0.0311566 | Time: 1786.4 ms [2022-03-31 14:36:09 main:574] : INFO : Epoch 1951 | loss: 0.0311292 | val_loss: 0.0311569 | Time: 1736.58 ms [2022-03-31 14:36:11 main:574] : INFO : Epoch 1952 | loss: 0.0311281 | val_loss: 0.0311553 | Time: 1756.45 ms [2022-03-31 14:36:12 main:574] : INFO : Epoch 1953 | loss: 0.0311289 | val_loss: 0.0311602 | Time: 1722.52 ms [2022-03-31 14:36:14 main:574] : INFO : Epoch 1954 | loss: 0.0311306 | val_loss: 0.0311619 | Time: 1715.81 ms [2022-03-31 14:36:16 main:574] : INFO : Epoch 1955 | loss: 0.0311287 | val_loss: 0.031158 | Time: 1717.82 ms [2022-03-31 14:36:17 main:574] : INFO : Epoch 1956 | loss: 0.031132 | val_loss: 0.0311593 | Time: 1759.18 ms [2022-03-31 14:36:19 main:574] : INFO : Epoch 1957 | loss: 0.0311309 | val_loss: 0.0311569 | Time: 1734.31 ms [2022-03-31 14:36:21 main:574] : INFO : Epoch 1958 | loss: 0.0311344 | val_loss: 0.0311591 | Time: 1742.99 ms [2022-03-31 14:36:23 main:574] : INFO : Epoch 1959 | loss: 0.0311286 | val_loss: 0.0311569 | Time: 1725.25 ms [2022-03-31 14:36:24 main:574] : INFO : Epoch 1960 | loss: 0.0311345 | val_loss: 0.0311545 | Time: 1758.37 ms [2022-03-31 14:36:26 main:574] : INFO : Epoch 1961 | loss: 0.0311358 | val_loss: 0.0311514 | Time: 1716.6 ms [2022-03-31 14:36:28 main:574] : INFO : Epoch 1962 | loss: 0.0311369 | val_loss: 0.0311528 | Time: 1727.76 ms [2022-03-31 14:36:30 main:574] : INFO : Epoch 1963 | loss: 0.0311413 | val_loss: 0.0311561 | Time: 1738.03 ms [2022-03-31 14:36:31 main:574] : INFO : Epoch 1964 | loss: 0.0311328 | val_loss: 0.0311518 | Time: 1760.06 ms [2022-03-31 14:36:33 main:574] : INFO : Epoch 1965 | loss: 0.0311333 | val_loss: 0.0311509 | Time: 1728.81 ms [2022-03-31 14:36:35 main:574] : INFO : Epoch 1966 | loss: 0.031129 | val_loss: 0.0311524 | Time: 1718.89 ms [2022-03-31 14:36:37 main:574] : INFO : Epoch 1967 | loss: 0.0311287 | val_loss: 0.0311513 | Time: 1740.68 ms [2022-03-31 14:36:38 main:574] : INFO : Epoch 1968 | loss: 0.0311296 | val_loss: 0.0311527 | Time: 1739.36 ms [2022-03-31 14:36:40 main:574] : INFO : Epoch 1969 | loss: 0.0311284 | val_loss: 0.0311531 | Time: 1715.91 ms [2022-03-31 14:36:42 main:574] : INFO : Epoch 1970 | loss: 0.0311284 | val_loss: 0.0311542 | Time: 1732.25 ms [2022-03-31 14:36:44 main:574] : INFO : Epoch 1971 | loss: 0.0311295 | val_loss: 0.0311517 | Time: 1768.49 ms [2022-03-31 14:36:45 main:574] : INFO : Epoch 1972 | loss: 0.0311278 | val_loss: 0.0311522 | Time: 1716.65 ms [2022-03-31 14:36:47 main:574] : INFO : Epoch 1973 | loss: 0.0311277 | val_loss: 0.0311603 | Time: 1728.34 ms [2022-03-31 14:36:49 main:574] : INFO : Epoch 1974 | loss: 0.0311337 | val_loss: 0.0311497 | Time: 1737.22 ms [2022-03-31 14:36:51 main:574] : INFO : Epoch 1975 | loss: 0.0311276 | val_loss: 0.0311548 | Time: 1736.23 ms [2022-03-31 14:36:52 main:574] : INFO : Epoch 1976 | loss: 0.0311289 | val_loss: 0.0311565 | Time: 1723 ms [2022-03-31 14:36:54 main:574] : INFO : Epoch 1977 | loss: 0.0311266 | val_loss: 0.0311525 | Time: 1723.77 ms [2022-03-31 14:36:56 main:574] : INFO : Epoch 1978 | loss: 0.03113 | val_loss: 0.031155 | Time: 1741.73 ms [2022-03-31 14:36:57 main:574] : INFO : Epoch 1979 | loss: 0.0311292 | val_loss: 0.0311608 | Time: 1760.47 ms [2022-03-31 14:36:59 main:574] : INFO : Epoch 1980 | loss: 0.0311268 | val_loss: 0.0311562 | Time: 1736.65 ms [2022-03-31 14:37:01 main:574] : INFO : Epoch 1981 | loss: 0.031127 | val_loss: 0.0311629 | Time: 1732.27 ms [2022-03-31 14:37:03 main:574] : INFO : Epoch 1982 | loss: 0.0311337 | val_loss: 0.0311548 | Time: 1750.16 ms [2022-03-31 14:37:04 main:574] : INFO : Epoch 1983 | loss: 0.0311348 | val_loss: 0.0311629 | Time: 1727.6 ms [2022-03-31 14:37:06 main:574] : INFO : Epoch 1984 | loss: 0.0311341 | val_loss: 0.0311557 | Time: 1737.11 ms [2022-03-31 14:37:08 main:574] : INFO : Epoch 1985 | loss: 0.0311295 | val_loss: 0.0311531 | Time: 1743.08 ms [2022-03-31 14:37:10 main:574] : INFO : Epoch 1986 | loss: 0.0311278 | val_loss: 0.0311553 | Time: 1769.6 ms [2022-03-31 14:37:11 main:574] : INFO : Epoch 1987 | loss: 0.031126 | val_loss: 0.0311575 | Time: 1747.68 ms [2022-03-31 14:37:13 main:574] : INFO : Epoch 1988 | loss: 0.0311262 | val_loss: 0.0311561 | Time: 1729.58 ms [2022-03-31 14:37:15 main:574] : INFO : Epoch 1989 | loss: 0.031127 | val_loss: 0.0311571 | Time: 1736.71 ms [2022-03-31 14:37:17 main:574] : INFO : Epoch 1990 | loss: 0.0311287 | val_loss: 0.0311567 | Time: 1739.83 ms [2022-03-31 14:37:18 main:574] : INFO : Epoch 1991 | loss: 0.0311262 | val_loss: 0.0311607 | Time: 1711.67 ms [2022-03-31 14:37:20 main:574] : INFO : Epoch 1992 | loss: 0.0311259 | val_loss: 0.0311542 | Time: 1747.08 ms [2022-03-31 14:37:22 main:574] : INFO : Epoch 1993 | loss: 0.0311237 | val_loss: 0.0311591 | Time: 1753 ms [2022-03-31 14:37:24 main:574] : INFO : Epoch 1994 | loss: 0.03113 | val_loss: 0.0311572 | Time: 1770.09 ms [2022-03-31 14:37:25 main:574] : INFO : Epoch 1995 | loss: 0.0311296 | val_loss: 0.0311676 | Time: 1769.56 ms [2022-03-31 14:37:27 main:574] : INFO : Epoch 1996 | loss: 0.0311359 | val_loss: 0.0311583 | Time: 1759.32 ms [2022-03-31 14:37:29 main:574] : INFO : Epoch 1997 | loss: 0.0311272 | val_loss: 0.031159 | Time: 1780.27 ms [2022-03-31 14:37:31 main:574] : INFO : Epoch 1998 | loss: 0.0311277 | val_loss: 0.0311602 | Time: 1756.68 ms [2022-03-31 14:37:33 main:574] : INFO : Epoch 1999 | loss: 0.0311284 | val_loss: 0.0311556 | Time: 1772.35 ms [2022-03-31 14:37:34 main:574] : INFO : Epoch 2000 | loss: 0.0311277 | val_loss: 0.0311571 | Time: 1799.57 ms [2022-03-31 14:37:36 main:574] : INFO : Epoch 2001 | loss: 0.0311291 | val_loss: 0.0311563 | Time: 1805.64 ms [2022-03-31 14:37:38 main:574] : INFO : Epoch 2002 | loss: 0.0311288 | val_loss: 0.0311562 | Time: 1755.68 ms [2022-03-31 14:37:40 main:574] : INFO : Epoch 2003 | loss: 0.0311333 | val_loss: 0.0311584 | Time: 1733.21 ms [2022-03-31 14:37:41 main:574] : INFO : Epoch 2004 | loss: 0.0311267 | val_loss: 0.0311662 | Time: 1784.47 ms [2022-03-31 14:37:43 main:574] : INFO : Epoch 2005 | loss: 0.0311275 | val_loss: 0.0311589 | Time: 1802.33 ms [2022-03-31 14:37:45 main:574] : INFO : Epoch 2006 | loss: 0.0311256 | val_loss: 0.0311582 | Time: 1825.45 ms [2022-03-31 14:37:47 main:574] : INFO : Epoch 2007 | loss: 0.0311248 | val_loss: 0.0311567 | Time: 1802 ms [2022-03-31 14:37:49 main:574] : INFO : Epoch 2008 | loss: 0.0311241 | val_loss: 0.0311595 | Time: 1795.16 ms [2022-03-31 14:37:50 main:574] : INFO : Epoch 2009 | loss: 0.0311247 | val_loss: 0.0311549 | Time: 1747.25 ms [2022-03-31 14:37:52 main:574] : INFO : Epoch 2010 | loss: 0.0311312 | val_loss: 0.0311709 | Time: 1734.76 ms [2022-03-31 14:37:54 main:574] : INFO : Epoch 2011 | loss: 0.03113 | val_loss: 0.0311592 | Time: 1786.83 ms [2022-03-31 14:37:56 main:574] : INFO : Epoch 2012 | loss: 0.0311298 | val_loss: 0.031161 | Time: 1789.88 ms [2022-03-31 14:37:57 main:574] : INFO : Epoch 2013 | loss: 0.0311281 | val_loss: 0.0311587 | Time: 1740.66 ms [2022-03-31 14:37:59 main:574] : INFO : Epoch 2014 | loss: 0.0311298 | val_loss: 0.0311571 | Time: 1762.13 ms [2022-03-31 14:38:01 main:574] : INFO : Epoch 2015 | loss: 0.0311359 | val_loss: 0.0311611 | Time: 1771.73 ms [2022-03-31 14:38:03 main:574] : INFO : Epoch 2016 | loss: 0.0311343 | val_loss: 0.0311709 | Time: 1794.67 ms [2022-03-31 14:38:05 main:574] : INFO : Epoch 2017 | loss: 0.0311312 | val_loss: 0.031155 | Time: 1788.15 ms [2022-03-31 14:38:06 main:574] : INFO : Epoch 2018 | loss: 0.0311251 | val_loss: 0.0311567 | Time: 1784.55 ms [2022-03-31 14:38:08 main:574] : INFO : Epoch 2019 | loss: 0.0311262 | val_loss: 0.031167 | Time: 1782.45 ms [2022-03-31 14:38:10 main:574] : INFO : Epoch 2020 | loss: 0.0311279 | val_loss: 0.0311641 | Time: 1803.69 ms [2022-03-31 14:38:12 main:574] : INFO : Epoch 2021 | loss: 0.0311269 | val_loss: 0.0311665 | Time: 1808.93 ms [2022-03-31 14:38:14 main:574] : INFO : Epoch 2022 | loss: 0.031128 | val_loss: 0.0311608 | Time: 1788.11 ms [2022-03-31 14:38:15 main:574] : INFO : Epoch 2023 | loss: 0.0311312 | val_loss: 0.0311722 | Time: 1804.94 ms [2022-03-31 14:38:17 main:574] : INFO : Epoch 2024 | loss: 0.0311329 | val_loss: 0.0311598 | Time: 1734.11 ms [2022-03-31 14:38:19 main:574] : INFO : Epoch 2025 | loss: 0.0311285 | val_loss: 0.0311684 | Time: 1760.84 ms [2022-03-31 14:38:21 main:574] : INFO : Epoch 2026 | loss: 0.0311266 | val_loss: 0.0311656 | Time: 1773.78 ms [2022-03-31 14:38:23 main:574] : INFO : Epoch 2027 | loss: 0.0311261 | val_loss: 0.0311701 | Time: 1791.41 ms [2022-03-31 14:38:24 main:574] : INFO : Epoch 2028 | loss: 0.0311248 | val_loss: 0.031162 | Time: 1743.63 ms [2022-03-31 14:38:26 main:574] : INFO : Epoch 2029 | loss: 0.0311253 | val_loss: 0.0311587 | Time: 1769.53 ms [2022-03-31 14:38:28 main:574] : INFO : Epoch 2030 | loss: 0.0311241 | val_loss: 0.0311615 | Time: 1768.1 ms [2022-03-31 14:38:30 main:574] : INFO : Epoch 2031 | loss: 0.0311268 | val_loss: 0.0311563 | Time: 1763.8 ms [2022-03-31 14:38:31 main:574] : INFO : Epoch 2032 | loss: 0.0311251 | val_loss: 0.031162 | Time: 1758.67 ms [2022-03-31 14:38:33 main:574] : INFO : Epoch 2033 | loss: 0.0311267 | val_loss: 0.0311571 | Time: 1746.28 ms [2022-03-31 14:38:35 main:574] : INFO : Epoch 2034 | loss: 0.0311282 | val_loss: 0.0311586 | Time: 1748.73 ms [2022-03-31 14:38:37 main:574] : INFO : Epoch 2035 | loss: 0.0311281 | val_loss: 0.0311585 | Time: 1766.86 ms [2022-03-31 14:38:38 main:574] : INFO : Epoch 2036 | loss: 0.0311265 | val_loss: 0.0311582 | Time: 1752.83 ms [2022-03-31 14:38:40 main:574] : INFO : Epoch 2037 | loss: 0.0311268 | val_loss: 0.0311581 | Time: 1753.41 ms [2022-03-31 14:38:42 main:574] : INFO : Epoch 2038 | loss: 0.0311287 | val_loss: 0.0311604 | Time: 1759.12 ms [2022-03-31 14:38:44 main:574] : INFO : Epoch 2039 | loss: 0.0311284 | val_loss: 0.0311572 | Time: 1779.57 ms [2022-03-31 14:38:45 main:574] : INFO : Epoch 2040 | loss: 0.0311299 | val_loss: 0.0311576 | Time: 1725.78 ms [2022-03-31 14:38:47 main:574] : INFO : Epoch 2041 | loss: 0.0311302 | val_loss: 0.031157 | Time: 1732.48 ms [2022-03-31 14:38:49 main:574] : INFO : Epoch 2042 | loss: 0.031131 | val_loss: 0.0311578 | Time: 1790.49 ms [2022-03-31 14:38:51 main:574] : INFO : Epoch 2043 | loss: 0.0311304 | val_loss: 0.0311551 | Time: 1740.21 ms [2022-03-31 14:38:52 main:574] : INFO : Epoch 2044 | loss: 0.0311264 | val_loss: 0.0311659 | Time: 1754.91 ms [2022-03-31 14:38:54 main:574] : INFO : Epoch 2045 | loss: 0.0311279 | val_loss: 0.0311606 | Time: 1776.07 ms [2022-03-31 14:38:56 main:574] : INFO : Epoch 2046 | loss: 0.031128 | val_loss: 0.0311614 | Time: 1776.74 ms [2022-03-31 14:38:58 main:574] : INFO : Epoch 2047 | loss: 0.0311298 | val_loss: 0.0311608 | Time: 1744.11 ms [2022-03-31 14:38:59 main:574] : INFO : Epoch 2048 | loss: 0.0311249 | val_loss: 0.031155 | Time: 1738.36 ms [2022-03-31 14:38:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031155 [2022-03-31 14:39:00 main:603] : INFO : Saving end state to config to file [2022-03-31 14:39:00 main:608] : INFO : Success, exiting.. 14:39:00 (740): 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)