Task 5122567
| Name | ParityModified-1617248466-12665-3_0 |
| Workunit | 3076821 |
| Created | 30 Apr 2021, 7:44:29 UTC |
| Sent | 11 May 2021, 17:14:10 UTC |
| Report deadline | 18 May 2021, 17:14:10 UTC |
| Received | 12 May 2021, 3:40:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 1 hours 0 min 5 sec |
| CPU time | 57 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311568 | val_loss: 0.0311808 | Time: 1718.1 ms
[2021-05-12 06:25:43 main:574] : INFO : Epoch 1543 | loss: 0.0311566 | val_loss: 0.0311782 | Time: 1776.44 ms
[2021-05-12 06:25:45 main:574] : INFO : Epoch 1544 | loss: 0.0311572 | val_loss: 0.0311825 | Time: 1683.79 ms
[2021-05-12 06:25:47 main:574] : INFO : Epoch 1545 | loss: 0.0311555 | val_loss: 0.0311784 | Time: 1712.75 ms
[2021-05-12 06:25:48 main:574] : INFO : Epoch 1546 | loss: 0.0311547 | val_loss: 0.0311814 | Time: 1742.43 ms
[2021-05-12 06:25:50 main:574] : INFO : Epoch 1547 | loss: 0.0311549 | val_loss: 0.0311809 | Time: 1730.92 ms
[2021-05-12 06:25:52 main:574] : INFO : Epoch 1548 | loss: 0.031153 | val_loss: 0.0311816 | Time: 1810.07 ms
[2021-05-12 06:25:54 main:574] : INFO : Epoch 1549 | loss: 0.031154 | val_loss: 0.0311799 | Time: 1721.01 ms
[2021-05-12 06:25:56 main:574] : INFO : Epoch 1550 | loss: 0.0311552 | val_loss: 0.031181 | Time: 1725.31 ms
[2021-05-12 06:25:57 main:574] : INFO : Epoch 1551 | loss: 0.0311559 | val_loss: 0.0311856 | Time: 1719.77 ms
[2021-05-12 06:25:59 main:574] : INFO : Epoch 1552 | loss: 0.0311554 | val_loss: 0.0311801 | Time: 1741.87 ms
[2021-05-12 06:26:01 main:574] : INFO : Epoch 1553 | loss: 0.0311579 | val_loss: 0.0311878 | Time: 1722.77 ms
[2021-05-12 06:26:03 main:574] : INFO : Epoch 1554 | loss: 0.0311543 | val_loss: 0.0311807 | Time: 1766.48 ms
[2021-05-12 06:26:04 main:574] : INFO : Epoch 1555 | loss: 0.0311536 | val_loss: 0.0311801 | Time: 1673.91 ms
[2021-05-12 06:26:06 main:574] : INFO : Epoch 1556 | loss: 0.0311532 | val_loss: 0.0311798 | Time: 1768.81 ms
[2021-05-12 06:26:08 main:574] : INFO : Epoch 1557 | loss: 0.031158 | val_loss: 0.0311851 | Time: 1787.92 ms
[2021-05-12 06:26:10 main:574] : INFO : Epoch 1558 | loss: 0.0311586 | val_loss: 0.0311826 | Time: 1795.95 ms
[2021-05-12 06:26:12 main:574] : INFO : Epoch 1559 | loss: 0.0311566 | val_loss: 0.0311816 | Time: 1767.94 ms
[2021-05-12 06:26:14 main:574] : INFO : Epoch 1560 | loss: 0.0311644 | val_loss: 0.0312003 | Time: 1794.78 ms
[2021-05-12 06:26:15 main:574] : INFO : Epoch 1561 | loss: 0.0325785 | val_loss: 0.0367189 | Time: 1723.26 ms
[2021-05-12 06:26:17 main:574] : INFO : Epoch 1562 | loss: 0.0325063 | val_loss: 0.0315529 | Time: 1771.19 ms
[2021-05-12 06:26:19 main:574] : INFO : Epoch 1563 | loss: 0.0313075 | val_loss: 0.0312237 | Time: 1820.45 ms
[2021-05-12 06:26:21 main:574] : INFO : Epoch 1564 | loss: 0.0312013 | val_loss: 0.0311904 | Time: 1811.33 ms
[2021-05-12 06:26:23 main:574] : INFO : Epoch 1565 | loss: 0.0311782 | val_loss: 0.0311781 | Time: 1811.45 ms
[2021-05-12 06:26:25 main:574] : INFO : Epoch 1566 | loss: 0.0311717 | val_loss: 0.0311754 | Time: 1715.55 ms
[2021-05-12 06:26:26 main:574] : INFO : Epoch 1567 | loss: 0.0311687 | val_loss: 0.0311763 | Time: 1792.25 ms
[2021-05-12 06:26:28 main:574] : INFO : Epoch 1568 | loss: 0.031166 | val_loss: 0.0311741 | Time: 1824.41 ms
[2021-05-12 06:26:30 main:574] : INFO : Epoch 1569 | loss: 0.0311638 | val_loss: 0.0311753 | Time: 1831.83 ms
[2021-05-12 06:26:32 main:574] : INFO : Epoch 1570 | loss: 0.0311613 | val_loss: 0.031175 | Time: 1794.4 ms
[2021-05-12 06:26:34 main:574] : INFO : Epoch 1571 | loss: 0.0311601 | val_loss: 0.031176 | Time: 1736.74 ms
[2021-05-12 06:26:35 main:574] : INFO : Epoch 1572 | loss: 0.0311591 | val_loss: 0.0311767 | Time: 1704.47 ms
[2021-05-12 06:26:37 main:574] : INFO : Epoch 1573 | loss: 0.0311577 | val_loss: 0.031178 | Time: 1862.23 ms
[2021-05-12 06:26:39 main:574] : INFO : Epoch 1574 | loss: 0.031156 | val_loss: 0.0311806 | Time: 1760.49 ms
[2021-05-12 06:26:41 main:574] : INFO : Epoch 1575 | loss: 0.0311554 | val_loss: 0.0311782 | Time: 1768.79 ms
[2021-05-12 06:26:43 main:574] : INFO : Epoch 1576 | loss: 0.0311546 | val_loss: 0.031178 | Time: 1776.29 ms
[2021-05-12 06:26:45 main:574] : INFO : Epoch 1577 | loss: 0.031155 | val_loss: 0.0311814 | Time: 1690.25 ms
[2021-05-12 06:26:46 main:574] : INFO : Epoch 1578 | loss: 0.0311541 | val_loss: 0.0311805 | Time: 1764.21 ms
[2021-05-12 06:26:48 main:574] : INFO : Epoch 1579 | loss: 0.0311538 | val_loss: 0.0311803 | Time: 1732.82 ms
[2021-05-12 06:26:50 main:574] : INFO : Epoch 1580 | loss: 0.0311538 | val_loss: 0.0311811 | Time: 1735.42 ms
[2021-05-12 06:26:52 main:574] : INFO : Epoch 1581 | loss: 0.031153 | val_loss: 0.0311787 | Time: 1722.78 ms
[2021-05-12 06:26:53 main:574] : INFO : Epoch 1582 | loss: 0.0311534 | val_loss: 0.0311795 | Time: 1717.23 ms
[2021-05-12 06:26:55 main:574] : INFO : Epoch 1583 | loss: 0.0311531 | val_loss: 0.0311773 | Time: 1699.41 ms
[2021-05-12 06:26:57 main:574] : INFO : Epoch 1584 | loss: 0.0311537 | val_loss: 0.0311783 | Time: 1719.54 ms
[2021-05-12 06:26:59 main:574] : INFO : Epoch 1585 | loss: 0.0311529 | val_loss: 0.0311777 | Time: 1717.44 ms
[2021-05-12 06:27:01 main:574] : INFO : Epoch 1586 | loss: 0.0311532 | val_loss: 0.0311779 | Time: 1720.25 ms
[2021-05-12 06:27:02 main:574] : INFO : Epoch 1587 | loss: 0.0311529 | val_loss: 0.0311784 | Time: 1704.9 ms
[2021-05-12 06:27:04 main:574] : INFO : Epoch 1588 | loss: 0.031153 | val_loss: 0.0311792 | Time: 1692.13 ms
[2021-05-12 06:27:06 main:574] : INFO : Epoch 1589 | loss: 0.0311522 | val_loss: 0.0311817 | Time: 1691.35 ms
[2021-05-12 06:27:08 main:574] : INFO : Epoch 1590 | loss: 0.0311518 | val_loss: 0.031177 | Time: 1712.52 ms
[2021-05-12 06:27:09 main:574] : INFO : Epoch 1591 | loss: 0.0311518 | val_loss: 0.0311781 | Time: 1744.73 ms
[2021-05-12 06:27:11 main:574] : INFO : Epoch 1592 | loss: 0.0311535 | val_loss: 0.031177 | Time: 1728.88 ms
[2021-05-12 06:27:13 main:574] : INFO : Epoch 1593 | loss: 0.0311574 | val_loss: 0.0311756 | Time: 1712.17 ms
[2021-05-12 06:27:15 main:574] : INFO : Epoch 1594 | loss: 0.0311572 | val_loss: 0.0311781 | Time: 1662.12 ms
[2021-05-12 06:27:16 main:574] : INFO : Epoch 1595 | loss: 0.0311543 | val_loss: 0.0311775 | Time: 1775.78 ms
[2021-05-12 06:27:18 main:574] : INFO : Epoch 1596 | loss: 0.0311527 | val_loss: 0.031178 | Time: 1720.34 ms
[2021-05-12 06:27:20 main:574] : INFO : Epoch 1597 | loss: 0.0311526 | val_loss: 0.0311801 | Time: 1715.14 ms
[2021-05-12 06:27:22 main:574] : INFO : Epoch 1598 | loss: 0.0311523 | val_loss: 0.0311781 | Time: 1730.28 ms
[2021-05-12 06:27:24 main:574] : INFO : Epoch 1599 | loss: 0.0311515 | val_loss: 0.0311777 | Time: 1713.72 ms
[2021-05-12 06:27:25 main:574] : INFO : Epoch 1600 | loss: 0.0311509 | val_loss: 0.0311794 | Time: 1669.77 ms
[2021-05-12 06:27:27 main:574] : INFO : Epoch 1601 | loss: 0.0311504 | val_loss: 0.0311785 | Time: 1704.1 ms
[2021-05-12 06:27:29 main:574] : INFO : Epoch 1602 | loss: 0.0311499 | val_loss: 0.0311772 | Time: 1694.22 ms
[2021-05-12 06:27:31 main:574] : INFO : Epoch 1603 | loss: 0.0311505 | val_loss: 0.0311812 | Time: 1714.54 ms
[2021-05-12 06:27:32 main:574] : INFO : Epoch 1604 | loss: 0.0311499 | val_loss: 0.0311812 | Time: 1693.75 ms
[2021-05-12 06:27:34 main:574] : INFO : Epoch 1605 | loss: 0.0311489 | val_loss: 0.0311766 | Time: 1691.5 ms
[2021-05-12 06:27:36 main:574] : INFO : Epoch 1606 | loss: 0.0311489 | val_loss: 0.031178 | Time: 1671.17 ms
[2021-05-12 06:27:37 main:574] : INFO : Epoch 1607 | loss: 0.0311495 | val_loss: 0.0311771 | Time: 1692.05 ms
[2021-05-12 06:27:39 main:574] : INFO : Epoch 1608 | loss: 0.031151 | val_loss: 0.0311775 | Time: 1715.14 ms
[2021-05-12 06:27:41 main:574] : INFO : Epoch 1609 | loss: 0.0311529 | val_loss: 0.031175 | Time: 1755.66 ms
[2021-05-12 06:27:43 main:574] : INFO : Epoch 1610 | loss: 0.0311513 | val_loss: 0.0311765 | Time: 1756.21 ms
[2021-05-12 06:27:45 main:574] : INFO : Epoch 1611 | loss: 0.0311514 | val_loss: 0.0311781 | Time: 1675.84 ms
[2021-05-12 06:27:46 main:574] : INFO : Epoch 1612 | loss: 0.031153 | val_loss: 0.0311799 | Time: 1737.91 ms
[2021-05-12 06:27:48 main:574] : INFO : Epoch 1613 | loss: 0.0311549 | val_loss: 0.0311796 | Time: 1727 ms
[2021-05-12 06:27:50 main:574] : INFO : Epoch 1614 | loss: 0.0311548 | val_loss: 0.0311771 | Time: 1715.75 ms
[2021-05-12 06:27:52 main:574] : INFO : Epoch 1615 | loss: 0.0311537 | val_loss: 0.0311765 | Time: 1739.98 ms
[2021-05-12 06:27:54 main:574] : INFO : Epoch 1616 | loss: 0.0311531 | val_loss: 0.031179 | Time: 1724.78 ms
[2021-05-12 06:27:55 main:574] : INFO : Epoch 1617 | loss: 0.0311516 | val_loss: 0.0311799 | Time: 1671.89 ms
[2021-05-12 06:27:57 main:574] : INFO : Epoch 1618 | loss: 0.0311508 | val_loss: 0.0311806 | Time: 1734.68 ms
[2021-05-12 06:27:59 main:574] : INFO : Epoch 1619 | loss: 0.0311515 | val_loss: 0.0311796 | Time: 1729.22 ms
[2021-05-12 06:28:01 main:574] : INFO : Epoch 1620 | loss: 0.0311505 | val_loss: 0.0311802 | Time: 1719.31 ms
[2021-05-12 06:28:02 main:574] : INFO : Epoch 1621 | loss: 0.0311504 | val_loss: 0.0311818 | Time: 1744.2 ms
[2021-05-12 06:28:04 main:574] : INFO : Epoch 1622 | loss: 0.0311492 | val_loss: 0.0311767 | Time: 1705.28 ms
[2021-05-12 06:28:06 main:574] : INFO : Epoch 1623 | loss: 0.031149 | val_loss: 0.0311793 | Time: 1717.47 ms
[2021-05-12 06:28:08 main:574] : INFO : Epoch 1624 | loss: 0.0311478 | val_loss: 0.0311794 | Time: 1715.33 ms
[2021-05-12 06:28:09 main:574] : INFO : Epoch 1625 | loss: 0.0311481 | val_loss: 0.0311798 | Time: 1732.86 ms
[2021-05-12 06:28:11 main:574] : INFO : Epoch 1626 | loss: 0.0311505 | val_loss: 0.0311842 | Time: 1740.2 ms
[2021-05-12 06:28:13 main:574] : INFO : Epoch 1627 | loss: 0.0311507 | val_loss: 0.0311822 | Time: 1700.81 ms
[2021-05-12 06:28:15 main:574] : INFO : Epoch 1628 | loss: 0.0311511 | val_loss: 0.0311805 | Time: 1660.37 ms
[2021-05-12 06:28:17 main:574] : INFO : Epoch 1629 | loss: 0.0311503 | val_loss: 0.0311807 | Time: 1720.45 ms
[2021-05-12 06:28:18 main:574] : INFO : Epoch 1630 | loss: 0.0311501 | val_loss: 0.0311783 | Time: 1722.89 ms
[2021-05-12 06:28:20 main:574] : INFO : Epoch 1631 | loss: 0.0311493 | val_loss: 0.0311791 | Time: 1713.2 ms
[2021-05-12 06:28:22 main:574] : INFO : Epoch 1632 | loss: 0.0311493 | val_loss: 0.0311815 | Time: 1729.5 ms
[2021-05-12 06:28:24 main:574] : INFO : Epoch 1633 | loss: 0.0311494 | val_loss: 0.0311799 | Time: 1715.43 ms
[2021-05-12 06:28:25 main:574] : INFO : Epoch 1634 | loss: 0.0311492 | val_loss: 0.0311787 | Time: 1668.69 ms
[2021-05-12 06:28:27 main:574] : INFO : Epoch 1635 | loss: 0.0311498 | val_loss: 0.0311831 | Time: 1753.14 ms
[2021-05-12 06:28:29 main:574] : INFO : Epoch 1636 | loss: 0.031154 | val_loss: 0.0311807 | Time: 1748.75 ms
[2021-05-12 06:28:31 main:574] : INFO : Epoch 1637 | loss: 0.0311555 | val_loss: 0.0311841 | Time: 1788.38 ms
[2021-05-12 06:28:33 main:574] : INFO : Epoch 1638 | loss: 0.0311574 | val_loss: 0.0311829 | Time: 1697.75 ms
[2021-05-12 06:28:34 main:574] : INFO : Epoch 1639 | loss: 0.0311546 | val_loss: 0.0311841 | Time: 1680.62 ms
[2021-05-12 06:28:36 main:574] : INFO : Epoch 1640 | loss: 0.031155 | val_loss: 0.0311797 | Time: 1706.59 ms
[2021-05-12 06:28:38 main:574] : INFO : Epoch 1641 | loss: 0.0311535 | val_loss: 0.0311798 | Time: 1772.45 ms
[2021-05-12 06:28:40 main:574] : INFO : Epoch 1642 | loss: 0.0311522 | val_loss: 0.0311779 | Time: 1697.74 ms
[2021-05-12 06:28:41 main:574] : INFO : Epoch 1643 | loss: 0.0311501 | val_loss: 0.0311797 | Time: 1721.19 ms
[2021-05-12 06:28:43 main:574] : INFO : Epoch 1644 | loss: 0.031149 | val_loss: 0.0311805 | Time: 1737.74 ms
[2021-05-12 06:28:45 main:574] : INFO : Epoch 1645 | loss: 0.0311482 | val_loss: 0.031182 | Time: 1693.44 ms
[2021-05-12 06:28:47 main:574] : INFO : Epoch 1646 | loss: 0.0311485 | val_loss: 0.0311805 | Time: 1764.69 ms
[2021-05-12 06:28:48 main:574] : INFO : Epoch 1647 | loss: 0.0311559 | val_loss: 0.0311798 | Time: 1745.86 ms
[2021-05-12 06:28:50 main:574] : INFO : Epoch 1648 | loss: 0.0311547 | val_loss: 0.0311814 | Time: 1725.77 ms
[2021-05-12 06:28:52 main:574] : INFO : Epoch 1649 | loss: 0.0311524 | val_loss: 0.0311836 | Time: 1748.28 ms
[2021-05-12 06:28:54 main:574] : INFO : Epoch 1650 | loss: 0.0311499 | val_loss: 0.0311818 | Time: 1740.49 ms
[2021-05-12 06:28:56 main:574] : INFO : Epoch 1651 | loss: 0.0311484 | val_loss: 0.0311831 | Time: 1708.42 ms
[2021-05-12 06:28:57 main:574] : INFO : Epoch 1652 | loss: 0.0311483 | val_loss: 0.0311847 | Time: 1738.76 ms
[2021-05-12 06:28:59 main:574] : INFO : Epoch 1653 | loss: 0.0311494 | val_loss: 0.0311818 | Time: 1785.34 ms
[2021-05-12 06:29:01 main:574] : INFO : Epoch 1654 | loss: 0.0311491 | val_loss: 0.0311797 | Time: 1711.75 ms
[2021-05-12 06:29:03 main:574] : INFO : Epoch 1655 | loss: 0.0311474 | val_loss: 0.0311872 | Time: 1748.12 ms
[2021-05-12 06:29:04 main:574] : INFO : Epoch 1656 | loss: 0.0311462 | val_loss: 0.0311879 | Time: 1676.64 ms
[2021-05-12 06:29:06 main:574] : INFO : Epoch 1657 | loss: 0.0311488 | val_loss: 0.0311848 | Time: 1753.57 ms
[2021-05-12 06:29:08 main:574] : INFO : Epoch 1658 | loss: 0.0311486 | val_loss: 0.0311828 | Time: 1707.26 ms
[2021-05-12 06:29:10 main:574] : INFO : Epoch 1659 | loss: 0.0311485 | val_loss: 0.0311765 | Time: 1822.91 ms
[2021-05-12 06:29:12 main:574] : INFO : Epoch 1660 | loss: 0.0311489 | val_loss: 0.0311887 | Time: 1714.83 ms
[2021-05-12 06:29:13 main:574] : INFO : Epoch 1661 | loss: 0.0311474 | val_loss: 0.0311789 | Time: 1697.32 ms
[2021-05-12 06:29:15 main:574] : INFO : Epoch 1662 | loss: 0.0311465 | val_loss: 0.031182 | Time: 1691.06 ms
[2021-05-12 06:29:17 main:574] : INFO : Epoch 1663 | loss: 0.031146 | val_loss: 0.0311816 | Time: 1697.8 ms
[2021-05-12 06:29:19 main:574] : INFO : Epoch 1664 | loss: 0.0311454 | val_loss: 0.0311828 | Time: 1700.68 ms
[2021-05-12 06:29:20 main:574] : INFO : Epoch 1665 | loss: 0.0311477 | val_loss: 0.0311817 | Time: 1701.9 ms
[2021-05-12 06:29:22 main:574] : INFO : Epoch 1666 | loss: 0.0311483 | val_loss: 0.0311797 | Time: 1700.24 ms
[2021-05-12 06:29:24 main:574] : INFO : Epoch 1667 | loss: 0.0311497 | val_loss: 0.031176 | Time: 1668.45 ms
[2021-05-12 06:29:26 main:574] : INFO : Epoch 1668 | loss: 0.031149 | val_loss: 0.0311806 | Time: 1667.68 ms
[2021-05-12 06:29:27 main:574] : INFO : Epoch 1669 | loss: 0.0311482 | val_loss: 0.0311801 | Time: 1701.69 ms
[2021-05-12 06:29:29 main:574] : INFO : Epoch 1670 | loss: 0.0311482 | val_loss: 0.0311831 | Time: 1739.02 ms
[2021-05-12 06:29:31 main:574] : INFO : Epoch 1671 | loss: 0.0311496 | val_loss: 0.0311822 | Time: 1681.86 ms
[2021-05-12 06:29:33 main:574] : INFO : Epoch 1672 | loss: 0.0311478 | val_loss: 0.0311809 | Time: 1689.64 ms
[2021-05-12 06:29:34 main:574] : INFO : Epoch 1673 | loss: 0.0311526 | val_loss: 0.0311837 | Time: 1669.93 ms
[2021-05-12 06:29:36 main:574] : INFO : Epoch 1674 | loss: 0.0311524 | val_loss: 0.0311797 | Time: 1714.75 ms
[2021-05-12 06:29:38 main:574] : INFO : Epoch 1675 | loss: 0.0311526 | val_loss: 0.0311831 | Time: 1726.05 ms
[2021-05-12 06:29:40 main:574] : INFO : Epoch 1676 | loss: 0.031153 | val_loss: 0.0311787 | Time: 1703.17 ms
[2021-05-12 06:29:41 main:574] : INFO : Epoch 1677 | loss: 0.0311526 | val_loss: 0.031181 | Time: 1699.85 ms
[2021-05-12 06:29:43 main:574] : INFO : Epoch 1678 | loss: 0.0311532 | val_loss: 0.0311808 | Time: 1691.11 ms
[2021-05-12 06:29:45 main:574] : INFO : Epoch 1679 | loss: 0.0311527 | val_loss: 0.0311813 | Time: 1667.97 ms
[2021-05-12 06:29:47 main:574] : INFO : Epoch 1680 | loss: 0.0311513 | val_loss: 0.0311833 | Time: 1708.2 ms
[2021-05-12 06:29:48 main:574] : INFO : Epoch 1681 | loss: 0.0311563 | val_loss: 0.0311819 | Time: 1715.62 ms
[2021-05-12 06:29:50 main:574] : INFO : Epoch 1682 | loss: 0.0311638 | val_loss: 0.0311877 | Time: 1702.74 ms
[2021-05-12 06:29:52 main:574] : INFO : Epoch 1683 | loss: 0.031171 | val_loss: 0.0311894 | Time: 1709.24 ms
[2021-05-12 06:29:54 main:574] : INFO : Epoch 1684 | loss: 0.0311718 | val_loss: 0.0311867 | Time: 1706.84 ms
[2021-05-12 06:29:55 main:574] : INFO : Epoch 1685 | loss: 0.0311693 | val_loss: 0.0311897 | Time: 1651.24 ms
[2021-05-12 06:29:57 main:574] : INFO : Epoch 1686 | loss: 0.0311716 | val_loss: 0.0311906 | Time: 1691.86 ms
[2021-05-12 06:29:59 main:574] : INFO : Epoch 1687 | loss: 0.0311714 | val_loss: 0.0311876 | Time: 1703.05 ms
[2021-05-12 06:30:01 main:574] : INFO : Epoch 1688 | loss: 0.0311703 | val_loss: 0.0311892 | Time: 1695.91 ms
[2021-05-12 06:30:02 main:574] : INFO : Epoch 1689 | loss: 0.0311705 | val_loss: 0.0311899 | Time: 1683.28 ms
[2021-05-12 06:30:04 main:574] : INFO : Epoch 1690 | loss: 0.0311707 | val_loss: 0.0311841 | Time: 1702.19 ms
[2021-05-12 06:30:06 main:574] : INFO : Epoch 1691 | loss: 0.0311694 | val_loss: 0.0311865 | Time: 1688.07 ms
[2021-05-12 06:30:08 main:574] : INFO : Epoch 1692 | loss: 0.0311719 | val_loss: 0.0311877 | Time: 1711.43 ms
[2021-05-12 06:30:09 main:574] : INFO : Epoch 1693 | loss: 0.0311722 | val_loss: 0.031186 | Time: 1701.95 ms
[2021-05-12 06:30:11 main:574] : INFO : Epoch 1694 | loss: 0.0311697 | val_loss: 0.0311838 | Time: 1714.06 ms
[2021-05-12 06:30:13 main:574] : INFO : Epoch 1695 | loss: 0.0311689 | val_loss: 0.0311841 | Time: 1692.74 ms
[2021-05-12 06:30:15 main:574] : INFO : Epoch 1696 | loss: 0.0311683 | val_loss: 0.0311826 | Time: 1656.68 ms
[2021-05-12 06:30:16 main:574] : INFO : Epoch 1697 | loss: 0.031167 | val_loss: 0.0311835 | Time: 1719.88 ms
[2021-05-12 06:30:18 main:574] : INFO : Epoch 1698 | loss: 0.0311655 | val_loss: 0.0311833 | Time: 1702.35 ms
[2021-05-12 06:30:20 main:574] : INFO : Epoch 1699 | loss: 0.0311644 | val_loss: 0.0311819 | Time: 1723.99 ms
[2021-05-12 06:30:22 main:574] : INFO : Epoch 1700 | loss: 0.0311623 | val_loss: 0.0311828 | Time: 1712.54 ms
[2021-05-12 06:30:23 main:574] : INFO : Epoch 1701 | loss: 0.0311605 | val_loss: 0.0311815 | Time: 1711.44 ms
[2021-05-12 06:30:25 main:574] : INFO : Epoch 1702 | loss: 0.0311627 | val_loss: 0.031182 | Time: 1663.58 ms
[2021-05-12 06:30:27 main:574] : INFO : Epoch 1703 | loss: 0.0311635 | val_loss: 0.031182 | Time: 1706.71 ms
[2021-05-12 06:30:29 main:574] : INFO : Epoch 1704 | loss: 0.0311624 | val_loss: 0.0311816 | Time: 1705.01 ms
[2021-05-12 06:30:30 main:574] : INFO : Epoch 1705 | loss: 0.0311627 | val_loss: 0.0311836 | Time: 1698.51 ms
[2021-05-12 06:30:32 main:574] : INFO : Epoch 1706 | loss: 0.0311622 | val_loss: 0.0311838 | Time: 1699.82 ms
[2021-05-12 06:30:34 main:574] : INFO : Epoch 1707 | loss: 0.0311611 | val_loss: 0.0311831 | Time: 1700.85 ms
[2021-05-12 06:30:36 main:574] : INFO : Epoch 1708 | loss: 0.0311597 | val_loss: 0.0311831 | Time: 1666.71 ms
[2021-05-12 06:30:37 main:574] : INFO : Epoch 1709 | loss: 0.0311594 | val_loss: 0.0311875 | Time: 1699.16 ms
[2021-05-12 06:30:39 main:574] : INFO : Epoch 1710 | loss: 0.03116 | val_loss: 0.0311836 | Time: 1701.7 ms
[2021-05-12 06:30:41 main:574] : INFO : Epoch 1711 | loss: 0.0311577 | val_loss: 0.0311838 | Time: 1734.45 ms
[2021-05-12 06:30:43 main:574] : INFO : Epoch 1712 | loss: 0.0311578 | val_loss: 0.0311868 | Time: 1704.64 ms
[2021-05-12 06:30:44 main:574] : INFO : Epoch 1713 | loss: 0.031159 | val_loss: 0.0311835 | Time: 1674.15 ms
[2021-05-12 06:30:46 main:574] : INFO : Epoch 1714 | loss: 0.0311591 | val_loss: 0.0311849 | Time: 1669.73 ms
[2021-05-12 06:30:48 main:574] : INFO : Epoch 1715 | loss: 0.0311589 | val_loss: 0.0311828 | Time: 1704.55 ms
[2021-05-12 06:30:50 main:574] : INFO : Epoch 1716 | loss: 0.0311614 | val_loss: 0.0311821 | Time: 1695.29 ms
[2021-05-12 06:30:51 main:574] : INFO : Epoch 1717 | loss: 0.0311587 | val_loss: 0.0311871 | Time: 1736.67 ms
[2021-05-12 06:30:53 main:574] : INFO : Epoch 1718 | loss: 0.0311632 | val_loss: 0.0311899 | Time: 1722.71 ms
[2021-05-12 06:30:55 main:574] : INFO : Epoch 1719 | loss: 0.0311614 | val_loss: 0.0311916 | Time: 1679.8 ms
[2021-05-12 06:30:57 main:574] : INFO : Epoch 1720 | loss: 0.0311634 | val_loss: 0.0311874 | Time: 1689.13 ms
[2021-05-12 06:30:58 main:574] : INFO : Epoch 1721 | loss: 0.0311618 | val_loss: 0.0311803 | Time: 1712.38 ms
[2021-05-12 06:31:00 main:574] : INFO : Epoch 1722 | loss: 0.0311674 | val_loss: 0.0311835 | Time: 1723.85 ms
[2021-05-12 06:31:02 main:574] : INFO : Epoch 1723 | loss: 0.0311669 | val_loss: 0.031182 | Time: 1706.36 ms
[2021-05-12 06:31:04 main:574] : INFO : Epoch 1724 | loss: 0.0311662 | val_loss: 0.0311824 | Time: 1688.2 ms
[2021-05-12 06:31:05 main:574] : INFO : Epoch 1725 | loss: 0.0311639 | val_loss: 0.0311823 | Time: 1681.54 ms
[2021-05-12 06:31:07 main:574] : INFO : Epoch 1726 | loss: 0.031164 | val_loss: 0.0311816 | Time: 1714.8 ms
[2021-05-12 06:31:09 main:574] : INFO : Epoch 1727 | loss: 0.0311631 | val_loss: 0.0311835 | Time: 1691.97 ms
[2021-05-12 06:31:11 main:574] : INFO : Epoch 1728 | loss: 0.0311627 | val_loss: 0.0311815 | Time: 1706.39 ms
[2021-05-12 06:31:12 main:574] : INFO : Epoch 1729 | loss: 0.031164 | val_loss: 0.031178 | Time: 1698 ms
[2021-05-12 06:31:14 main:574] : INFO : Epoch 1730 | loss: 0.0311624 | val_loss: 0.031178 | Time: 1694.54 ms
[2021-05-12 06:31:16 main:574] : INFO : Epoch 1731 | loss: 0.0311654 | val_loss: 0.0311872 | Time: 1674.85 ms
[2021-05-12 06:31:18 main:574] : INFO : Epoch 1732 | loss: 0.0311753 | val_loss: 0.031186 | Time: 1719.32 ms
[2021-05-12 06:31:19 main:574] : INFO : Epoch 1733 | loss: 0.0311746 | val_loss: 0.0311813 | Time: 1729.11 ms
[2021-05-12 06:31:21 main:574] : INFO : Epoch 1734 | loss: 0.03117 | val_loss: 0.0311797 | Time: 1688.07 ms
[2021-05-12 06:31:23 main:574] : INFO : Epoch 1735 | loss: 0.0311681 | val_loss: 0.0311795 | Time: 1689.04 ms
[2021-05-12 06:31:24 main:574] : INFO : Epoch 1736 | loss: 0.0311677 | val_loss: 0.0311806 | Time: 1659.25 ms
[2021-05-12 06:31:26 main:574] : INFO : Epoch 1737 | loss: 0.0311674 | val_loss: 0.031184 | Time: 1709.76 ms
[2021-05-12 06:31:28 main:574] : INFO : Epoch 1738 | loss: 0.0311667 | val_loss: 0.0311838 | Time: 1690.67 ms
[2021-05-12 06:31:30 main:574] : INFO : Epoch 1739 | loss: 0.0311653 | val_loss: 0.0311783 | Time: 1719.85 ms
[2021-05-12 06:31:32 main:574] : INFO : Epoch 1740 | loss: 0.0311662 | val_loss: 0.0311839 | Time: 1715.75 ms
[2021-05-12 06:31:33 main:574] : INFO : Epoch 1741 | loss: 0.031167 | val_loss: 0.0311822 | Time: 1726.24 ms
[2021-05-12 06:31:35 main:574] : INFO : Epoch 1742 | loss: 0.0311651 | val_loss: 0.0311772 | Time: 1666.31 ms
[2021-05-12 06:31:37 main:574] : INFO : Epoch 1743 | loss: 0.0311636 | val_loss: 0.0311791 | Time: 1685.94 ms
[2021-05-12 06:31:39 main:574] : INFO : Epoch 1744 | loss: 0.0311686 | val_loss: 0.0311791 | Time: 1702.85 ms
[2021-05-12 06:31:40 main:574] : INFO : Epoch 1745 | loss: 0.0311682 | val_loss: 0.0311831 | Time: 1686.54 ms
[2021-05-12 06:31:42 main:574] : INFO : Epoch 1746 | loss: 0.0311689 | val_loss: 0.0311811 | Time: 1734.42 ms
[2021-05-12 06:31:44 main:574] : INFO : Epoch 1747 | loss: 0.0311661 | val_loss: 0.0311828 | Time: 1700.03 ms
[2021-05-12 06:31:45 main:574] : INFO : Epoch 1748 | loss: 0.0311647 | val_loss: 0.0311808 | Time: 1685.93 ms
[2021-05-12 06:31:47 main:574] : INFO : Epoch 1749 | loss: 0.0311654 | val_loss: 0.0311793 | Time: 1703.77 ms
[2021-05-12 06:31:49 main:574] : INFO : Epoch 1750 | loss: 0.0311638 | val_loss: 0.0311847 | Time: 1726.98 ms
[2021-05-12 06:31:51 main:574] : INFO : Epoch 1751 | loss: 0.0311637 | val_loss: 0.0311787 | Time: 1706.98 ms
[2021-05-12 06:31:53 main:574] : INFO : Epoch 1752 | loss: 0.0311616 | val_loss: 0.0311843 | Time: 1726.91 ms
[2021-05-12 06:31:54 main:574] : INFO : Epoch 1753 | loss: 0.0311622 | val_loss: 0.0311782 | Time: 1697.83 ms
[2021-05-12 06:31:56 main:574] : INFO : Epoch 1754 | loss: 0.031163 | val_loss: 0.0311815 | Time: 1699.07 ms
[2021-05-12 06:31:58 main:574] : INFO : Epoch 1755 | loss: 0.0311627 | val_loss: 0.0311807 | Time: 1709.28 ms
[2021-05-12 06:32:00 main:574] : INFO : Epoch 1756 | loss: 0.031162 | val_loss: 0.0311848 | Time: 1695.28 ms
[2021-05-12 06:32:01 main:574] : INFO : Epoch 1757 | loss: 0.0311671 | val_loss: 0.0311833 | Time: 1698.42 ms
[2021-05-12 06:32:03 main:574] : INFO : Epoch 1758 | loss: 0.031165 | val_loss: 0.0311803 | Time: 1673.89 ms
[2021-05-12 06:32:05 main:574] : INFO : Epoch 1759 | loss: 0.0311647 | val_loss: 0.0311786 | Time: 1667.11 ms
[2021-05-12 06:32:06 main:574] : INFO : Epoch 1760 | loss: 0.0311636 | val_loss: 0.0311808 | Time: 1682.31 ms
[2021-05-12 06:32:08 main:574] : INFO : Epoch 1761 | loss: 0.0311635 | val_loss: 0.0311812 | Time: 1718.39 ms
[2021-05-12 06:32:10 main:574] : INFO : Epoch 1762 | loss: 0.031162 | val_loss: 0.0311786 | Time: 1691.44 ms
[2021-05-12 06:32:12 main:574] : INFO : Epoch 1763 | loss: 0.0311611 | val_loss: 0.0311783 | Time: 1697.05 ms
[2021-05-12 06:32:13 main:574] : INFO : Epoch 1764 | loss: 0.0311607 | val_loss: 0.0311763 | Time: 1707.48 ms
[2021-05-12 06:32:15 main:574] : INFO : Epoch 1765 | loss: 0.0311608 | val_loss: 0.0311779 | Time: 1672.05 ms
[2021-05-12 06:32:17 main:574] : INFO : Epoch 1766 | loss: 0.0311606 | val_loss: 0.0311782 | Time: 1697.44 ms
[2021-05-12 06:32:19 main:574] : INFO : Epoch 1767 | loss: 0.0311597 | val_loss: 0.0311768 | Time: 1708.97 ms
[2021-05-12 06:32:20 main:574] : INFO : Epoch 1768 | loss: 0.0311611 | val_loss: 0.0311787 | Time: 1702.04 ms
[2021-05-12 06:32:22 main:574] : INFO : Epoch 1769 | loss: 0.0311711 | val_loss: 0.0311848 | Time: 1700.89 ms
[2021-05-12 06:32:24 main:574] : INFO : Epoch 1770 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 1674.06 ms
[2021-05-12 06:32:26 main:574] : INFO : Epoch 1771 | loss: 0.0311681 | val_loss: 0.0311753 | Time: 1664.36 ms
[2021-05-12 06:32:27 main:574] : INFO : Epoch 1772 | loss: 0.0311676 | val_loss: 0.0311739 | Time: 1683 ms
[2021-05-12 06:32:29 main:574] : INFO : Epoch 1773 | loss: 0.0311686 | val_loss: 0.0311749 | Time: 1703.44 ms
[2021-05-12 06:32:31 main:574] : INFO : Epoch 1774 | loss: 0.0311666 | val_loss: 0.0311766 | Time: 1697.94 ms
[2021-05-12 06:32:33 main:574] : INFO : Epoch 1775 | loss: 0.0311663 | val_loss: 0.0311751 | Time: 1688.79 ms
[2021-05-12 06:32:34 main:574] : INFO : Epoch 1776 | loss: 0.0311663 | val_loss: 0.031177 | Time: 1663.81 ms
[2021-05-12 06:32:36 main:574] : INFO : Epoch 1777 | loss: 0.0311714 | val_loss: 0.0311815 | Time: 1696.77 ms
[2021-05-12 06:32:38 main:574] : INFO : Epoch 1778 | loss: 0.0311692 | val_loss: 0.0311789 | Time: 1696.16 ms
[2021-05-12 06:32:39 main:574] : INFO : Epoch 1779 | loss: 0.0311708 | val_loss: 0.0311805 | Time: 1709.22 ms
[2021-05-12 06:32:41 main:574] : INFO : Epoch 1780 | loss: 0.0311725 | val_loss: 0.0311806 | Time: 1715.55 ms
[2021-05-12 06:32:43 main:574] : INFO : Epoch 1781 | loss: 0.0311674 | val_loss: 0.0311799 | Time: 1699.04 ms
[2021-05-12 06:32:45 main:574] : INFO : Epoch 1782 | loss: 0.0311644 | val_loss: 0.0311776 | Time: 1672.67 ms
[2021-05-12 06:32:46 main:574] : INFO : Epoch 1783 | loss: 0.0311637 | val_loss: 0.0311829 | Time: 1708.66 ms
[2021-05-12 06:32:48 main:574] : INFO : Epoch 1784 | loss: 0.0311638 | val_loss: 0.0311769 | Time: 1722.45 ms
[2021-05-12 06:32:50 main:574] : INFO : Epoch 1785 | loss: 0.0311634 | val_loss: 0.0311797 | Time: 1686.3 ms
[2021-05-12 06:32:52 main:574] : INFO : Epoch 1786 | loss: 0.031172 | val_loss: 0.0311791 | Time: 1707.14 ms
[2021-05-12 06:32:53 main:574] : INFO : Epoch 1787 | loss: 0.0311719 | val_loss: 0.0311789 | Time: 1715.29 ms
[2021-05-12 06:32:55 main:574] : INFO : Epoch 1788 | loss: 0.0311715 | val_loss: 0.031177 | Time: 1663.36 ms
[2021-05-12 06:32:57 main:574] : INFO : Epoch 1789 | loss: 0.0311697 | val_loss: 0.0311772 | Time: 1741.68 ms
[2021-05-12 06:32:59 main:574] : INFO : Epoch 1790 | loss: 0.0311699 | val_loss: 0.0311775 | Time: 1686.37 ms
[2021-05-12 06:33:00 main:574] : INFO : Epoch 1791 | loss: 0.0311746 | val_loss: 0.0311855 | Time: 1727.63 ms
[2021-05-12 06:33:02 main:574] : INFO : Epoch 1792 | loss: 0.0311712 | val_loss: 0.0311836 | Time: 1712.27 ms
[2021-05-12 06:33:04 main:574] : INFO : Epoch 1793 | loss: 0.0311684 | val_loss: 0.0311771 | Time: 1680.85 ms
[2021-05-12 06:33:06 main:574] : INFO : Epoch 1794 | loss: 0.0311674 | val_loss: 0.0311797 | Time: 1671.65 ms
[2021-05-12 06:33:07 main:574] : INFO : Epoch 1795 | loss: 0.0311677 | val_loss: 0.0311816 | Time: 1723.99 ms
[2021-05-12 06:33:09 main:574] : INFO : Epoch 1796 | loss: 0.0311661 | val_loss: 0.0311813 | Time: 1703.15 ms
[2021-05-12 06:33:11 main:574] : INFO : Epoch 1797 | loss: 0.0311658 | val_loss: 0.0311776 | Time: 1686.23 ms
[2021-05-12 06:33:13 main:574] : INFO : Epoch 1798 | loss: 0.031166 | val_loss: 0.0311771 | Time: 1692.99 ms
[2021-05-12 06:33:14 main:574] : INFO : Epoch 1799 | loss: 0.0311648 | val_loss: 0.0311762 | Time: 1669.6 ms
[2021-05-12 06:33:16 main:574] : INFO : Epoch 1800 | loss: 0.0311643 | val_loss: 0.03118 | Time: 1696.14 ms
[2021-05-12 06:33:18 main:574] : INFO : Epoch 1801 | loss: 0.0311643 | val_loss: 0.031177 | Time: 1690.79 ms
[2021-05-12 06:33:20 main:574] : INFO : Epoch 1802 | loss: 0.0311645 | val_loss: 0.0311775 | Time: 1697.83 ms
[2021-05-12 06:33:21 main:574] : INFO : Epoch 1803 | loss: 0.0311649 | val_loss: 0.0311784 | Time: 1702.43 ms
[2021-05-12 06:33:23 main:574] : INFO : Epoch 1804 | loss: 0.0311634 | val_loss: 0.031176 | Time: 1688.34 ms
[2021-05-12 06:33:25 main:574] : INFO : Epoch 1805 | loss: 0.0311653 | val_loss: 0.0311803 | Time: 1653.88 ms
[2021-05-12 06:33:27 main:574] : INFO : Epoch 1806 | loss: 0.0311646 | val_loss: 0.0311762 | Time: 1702.02 ms
[2021-05-12 06:33:28 main:574] : INFO : Epoch 1807 | loss: 0.0311627 | val_loss: 0.0311772 | Time: 1716.47 ms
[2021-05-12 06:33:30 main:574] : INFO : Epoch 1808 | loss: 0.0311634 | val_loss: 0.031179 | Time: 1713.67 ms
[2021-05-12 06:33:32 main:574] : INFO : Epoch 1809 | loss: 0.0311633 | val_loss: 0.0311773 | Time: 1751.31 ms
[2021-05-12 06:33:34 main:574] : INFO : Epoch 1810 | loss: 0.0311642 | val_loss: 0.0311859 | Time: 1688.05 ms
[2021-05-12 06:33:35 main:574] : INFO : Epoch 1811 | loss: 0.0311643 | val_loss: 0.0311777 | Time: 1662.62 ms
[2021-05-12 06:33:37 main:574] : INFO : Epoch 1812 | loss: 0.0311642 | val_loss: 0.0311779 | Time: 1716.7 ms
[2021-05-12 06:33:39 main:574] : INFO : Epoch 1813 | loss: 0.0311636 | val_loss: 0.0311793 | Time: 1688.8 ms
[2021-05-12 06:33:41 main:574] : INFO : Epoch 1814 | loss: 0.0311652 | val_loss: 0.0311853 | Time: 1704.6 ms
[2021-05-12 06:33:42 main:574] : INFO : Epoch 1815 | loss: 0.0311623 | val_loss: 0.0311771 | Time: 1716.17 ms
[2021-05-12 06:33:44 main:574] : INFO : Epoch 1816 | loss: 0.0311605 | val_loss: 0.0311789 | Time: 1683.12 ms
[2021-05-12 06:33:46 main:574] : INFO : Epoch 1817 | loss: 0.0311611 | val_loss: 0.0311771 | Time: 1678.97 ms
[2021-05-12 06:33:48 main:574] : INFO : Epoch 1818 | loss: 0.0311614 | val_loss: 0.0311827 | Time: 1703.71 ms
[2021-05-12 06:33:49 main:574] : INFO : Epoch 1819 | loss: 0.0311608 | val_loss: 0.0311793 | Time: 1717.73 ms
[2021-05-12 06:33:51 main:574] : INFO : Epoch 1820 | loss: 0.0311601 | val_loss: 0.0311811 | Time: 1716.28 ms
[2021-05-12 06:33:53 main:574] : INFO : Epoch 1821 | loss: 0.0311618 | val_loss: 0.031181 | Time: 1712.09 ms
[2021-05-12 06:33:54 main:574] : INFO : Epoch 1822 | loss: 0.0311625 | val_loss: 0.0311822 | Time: 1662.84 ms
[2021-05-12 06:33:56 main:574] : INFO : Epoch 1823 | loss: 0.0311621 | val_loss: 0.0311802 | Time: 1703.54 ms
[2021-05-12 06:33:58 main:574] : INFO : Epoch 1824 | loss: 0.0311626 | val_loss: 0.0311776 | Time: 1688.61 ms
[2021-05-12 06:34:00 main:574] : INFO : Epoch 1825 | loss: 0.0311637 | val_loss: 0.0311789 | Time: 1695.41 ms
[2021-05-12 06:34:01 main:574] : INFO : Epoch 1826 | loss: 0.0311636 | val_loss: 0.0311771 | Time: 1708.27 ms
[2021-05-12 06:34:03 main:574] : INFO : Epoch 1827 | loss: 0.0311614 | val_loss: 0.0311775 | Time: 1715.19 ms
[2021-05-12 06:34:05 main:574] : INFO : Epoch 1828 | loss: 0.0311631 | val_loss: 0.0311769 | Time: 1674.51 ms
[2021-05-12 06:34:07 main:574] : INFO : Epoch 1829 | loss: 0.0311617 | val_loss: 0.0311782 | Time: 1727.73 ms
[2021-05-12 06:34:08 main:574] : INFO : Epoch 1830 | loss: 0.0311603 | val_loss: 0.0311752 | Time: 1708.59 ms
[2021-05-12 06:34:10 main:574] : INFO : Epoch 1831 | loss: 0.031162 | val_loss: 0.0311811 | Time: 1700.37 ms
[2021-05-12 06:34:12 main:574] : INFO : Epoch 1832 | loss: 0.0311624 | val_loss: 0.0311852 | Time: 1722.71 ms
[2021-05-12 06:34:14 main:574] : INFO : Epoch 1833 | loss: 0.0311643 | val_loss: 0.0311763 | Time: 1715.14 ms
[2021-05-12 06:34:15 main:574] : INFO : Epoch 1834 | loss: 0.0311635 | val_loss: 0.0311782 | Time: 1688.12 ms
[2021-05-12 06:34:17 main:574] : INFO : Epoch 1835 | loss: 0.0311604 | val_loss: 0.0311786 | Time: 1690 ms
[2021-05-12 06:34:19 main:574] : INFO : Epoch 1836 | loss: 0.0311588 | val_loss: 0.0311753 | Time: 1744.26 ms
[2021-05-12 06:34:21 main:574] : INFO : Epoch 1837 | loss: 0.0311591 | val_loss: 0.0311873 | Time: 1700.38 ms
[2021-05-12 06:34:23 main:574] : INFO : Epoch 1838 | loss: 0.0311604 | val_loss: 0.0311744 | Time: 1700.02 ms
[2021-05-12 06:34:24 main:574] : INFO : Epoch 1839 | loss: 0.0311634 | val_loss: 0.0311845 | Time: 1676.41 ms
[2021-05-12 06:34:26 main:574] : INFO : Epoch 1840 | loss: 0.0311588 | val_loss: 0.0311784 | Time: 1694.35 ms
[2021-05-12 06:34:28 main:574] : INFO : Epoch 1841 | loss: 0.0311579 | val_loss: 0.0311807 | Time: 1708.88 ms
[2021-05-12 06:34:30 main:574] : INFO : Epoch 1842 | loss: 0.0311569 | val_loss: 0.0311815 | Time: 1728.55 ms
[2021-05-12 06:34:31 main:574] : INFO : Epoch 1843 | loss: 0.0311566 | val_loss: 0.0311789 | Time: 1734.36 ms
[2021-05-12 06:34:33 main:574] : INFO : Epoch 1844 | loss: 0.0311557 | val_loss: 0.0311764 | Time: 1701.01 ms
[2021-05-12 06:34:35 main:574] : INFO : Epoch 1845 | loss: 0.0311576 | val_loss: 0.031181 | Time: 1647.22 ms
[2021-05-12 06:34:36 main:574] : INFO : Epoch 1846 | loss: 0.0311572 | val_loss: 0.0311799 | Time: 1673.26 ms
[2021-05-12 06:34:38 main:574] : INFO : Epoch 1847 | loss: 0.0311568 | val_loss: 0.031182 | Time: 1698.92 ms
[2021-05-12 06:34:40 main:574] : INFO : Epoch 1848 | loss: 0.0311567 | val_loss: 0.0311779 | Time: 1684.45 ms
[2021-05-12 06:34:42 main:574] : INFO : Epoch 1849 | loss: 0.0311552 | val_loss: 0.0311816 | Time: 1678.06 ms
[2021-05-12 06:34:43 main:574] : INFO : Epoch 1850 | loss: 0.0311726 | val_loss: 0.0311843 | Time: 1698.05 ms
[2021-05-12 06:34:45 main:574] : INFO : Epoch 1851 | loss: 0.0311762 | val_loss: 0.0311829 | Time: 1675.25 ms
[2021-05-12 06:34:47 main:574] : INFO : Epoch 1852 | loss: 0.031173 | val_loss: 0.0311823 | Time: 1697.75 ms
[2021-05-12 06:34:49 main:574] : INFO : Epoch 1853 | loss: 0.0311712 | val_loss: 0.0311814 | Time: 1701.95 ms
[2021-05-12 06:34:50 main:574] : INFO : Epoch 1854 | loss: 0.0311679 | val_loss: 0.0311781 | Time: 1709.26 ms
[2021-05-12 06:34:52 main:574] : INFO : Epoch 1855 | loss: 0.0311668 | val_loss: 0.0311835 | Time: 1728.1 ms
[2021-05-12 06:34:54 main:574] : INFO : Epoch 1856 | loss: 0.0311664 | val_loss: 0.0311783 | Time: 1696.14 ms
[2021-05-12 06:34:56 main:574] : INFO : Epoch 1857 | loss: 0.0311637 | val_loss: 0.0311782 | Time: 1678.26 ms
[2021-05-12 06:34:57 main:574] : INFO : Epoch 1858 | loss: 0.0311635 | val_loss: 0.0311793 | Time: 1723.88 ms
[2021-05-12 06:34:59 main:574] : INFO : Epoch 1859 | loss: 0.0311615 | val_loss: 0.03118 | Time: 1718.32 ms
[2021-05-12 06:35:01 main:574] : INFO : Epoch 1860 | loss: 0.0311626 | val_loss: 0.0311819 | Time: 1735.29 ms
[2021-05-12 06:35:03 main:574] : INFO : Epoch 1861 | loss: 0.0311624 | val_loss: 0.0311779 | Time: 1686.65 ms
[2021-05-12 06:35:04 main:574] : INFO : Epoch 1862 | loss: 0.0311604 | val_loss: 0.0311768 | Time: 1666.16 ms
[2021-05-12 06:35:06 main:574] : INFO : Epoch 1863 | loss: 0.0311611 | val_loss: 0.0311847 | Time: 1709.96 ms
[2021-05-12 06:35:08 main:574] : INFO : Epoch 1864 | loss: 0.0311635 | val_loss: 0.0311767 | Time: 1702.76 ms
[2021-05-12 06:35:10 main:574] : INFO : Epoch 1865 | loss: 0.0311605 | val_loss: 0.0311807 | Time: 1725.56 ms
[2021-05-12 06:35:11 main:574] : INFO : Epoch 1866 | loss: 0.0311604 | val_loss: 0.0311761 | Time: 1732.24 ms
[2021-05-12 06:35:13 main:574] : INFO : Epoch 1867 | loss: 0.0311609 | val_loss: 0.0311796 | Time: 1716.09 ms
[2021-05-12 06:35:15 main:574] : INFO : Epoch 1868 | loss: 0.0311594 | val_loss: 0.0311835 | Time: 1691.37 ms
[2021-05-12 06:35:17 main:574] : INFO : Epoch 1869 | loss: 0.0311584 | val_loss: 0.0311762 | Time: 1709.53 ms
[2021-05-12 06:35:18 main:574] : INFO : Epoch 1870 | loss: 0.0311568 | val_loss: 0.031196 | Time: 1707.53 ms
[2021-05-12 06:35:20 main:574] : INFO : Epoch 1871 | loss: 0.0311565 | val_loss: 0.0311825 | Time: 1687.96 ms
[2021-05-12 06:35:22 main:574] : INFO : Epoch 1872 | loss: 0.0311579 | val_loss: 0.0311974 | Time: 1712.48 ms
[2021-05-12 06:35:24 main:574] : INFO : Epoch 1873 | loss: 0.0311582 | val_loss: 0.0311878 | Time: 1708.34 ms
[2021-05-12 06:35:25 main:574] : INFO : Epoch 1874 | loss: 0.0311585 | val_loss: 0.0311822 | Time: 1669.56 ms
[2021-05-12 06:35:27 main:574] : INFO : Epoch 1875 | loss: 0.0311599 | val_loss: 0.0311933 | Time: 1712.32 ms
[2021-05-12 06:35:29 main:574] : INFO : Epoch 1876 | loss: 0.0311578 | val_loss: 0.0311869 | Time: 1714.37 ms
[2021-05-12 06:35:31 main:574] : INFO : Epoch 1877 | loss: 0.0311588 | val_loss: 0.0311949 | Time: 1706.24 ms
[2021-05-12 06:35:32 main:574] : INFO : Epoch 1878 | loss: 0.0311575 | val_loss: 0.0311873 | Time: 1694.26 ms
[2021-05-12 06:35:34 main:574] : INFO : Epoch 1879 | loss: 0.0311554 | val_loss: 0.0311933 | Time: 1694.41 ms
[2021-05-12 06:35:36 main:574] : INFO : Epoch 1880 | loss: 0.0311565 | val_loss: 0.0311871 | Time: 1695.62 ms
[2021-05-12 06:35:38 main:574] : INFO : Epoch 1881 | loss: 0.0311547 | val_loss: 0.0311884 | Time: 1690.1 ms
[2021-05-12 06:35:39 main:574] : INFO : Epoch 1882 | loss: 0.0311581 | val_loss: 0.0311961 | Time: 1692.44 ms
[2021-05-12 06:35:41 main:574] : INFO : Epoch 1883 | loss: 0.0311604 | val_loss: 0.0311968 | Time: 1690.38 ms
[2021-05-12 06:35:43 main:574] : INFO : Epoch 1884 | loss: 0.0311629 | val_loss: 0.0311899 | Time: 1706.89 ms
[2021-05-12 06:35:44 main:574] : INFO : Epoch 1885 | loss: 0.0311619 | val_loss: 0.0311947 | Time: 1665.25 ms
[2021-05-12 06:35:46 main:574] : INFO : Epoch 1886 | loss: 0.0311611 | val_loss: 0.0311927 | Time: 1708.69 ms
[2021-05-12 06:35:48 main:574] : INFO : Epoch 1887 | loss: 0.0311582 | val_loss: 0.0311989 | Time: 1696.42 ms
[2021-05-12 06:35:50 main:574] : INFO : Epoch 1888 | loss: 0.0311581 | val_loss: 0.0311933 | Time: 1706.87 ms
[2021-05-12 06:35:51 main:574] : INFO : Epoch 1889 | loss: 0.031159 | val_loss: 0.0311795 | Time: 1698.46 ms
[2021-05-12 06:35:53 main:574] : INFO : Epoch 1890 | loss: 0.0311614 | val_loss: 0.0311802 | Time: 1701.08 ms
[2021-05-12 06:35:55 main:574] : INFO : Epoch 1891 | loss: 0.0311599 | val_loss: 0.0311756 | Time: 1654.84 ms
[2021-05-12 06:35:57 main:574] : INFO : Epoch 1892 | loss: 0.0311589 | val_loss: 0.0311819 | Time: 1704.4 ms
[2021-05-12 06:35:58 main:574] : INFO : Epoch 1893 | loss: 0.0311583 | val_loss: 0.0311774 | Time: 1691.88 ms
[2021-05-12 06:36:00 main:574] : INFO : Epoch 1894 | loss: 0.0311592 | val_loss: 0.0311781 | Time: 1703.11 ms
[2021-05-12 06:36:02 main:574] : INFO : Epoch 1895 | loss: 0.0311588 | val_loss: 0.0311755 | Time: 1700.22 ms
[2021-05-12 06:36:04 main:574] : INFO : Epoch 1896 | loss: 0.031159 | val_loss: 0.0311765 | Time: 1682.54 ms
[2021-05-12 06:36:05 main:574] : INFO : Epoch 1897 | loss: 0.0311577 | val_loss: 0.0311787 | Time: 1686.45 ms
[2021-05-12 06:36:07 main:574] : INFO : Epoch 1898 | loss: 0.0311586 | val_loss: 0.0311816 | Time: 1698.32 ms
[2021-05-12 06:36:09 main:574] : INFO : Epoch 1899 | loss: 0.0311554 | val_loss: 0.0311813 | Time: 1695.63 ms
[2021-05-12 06:36:11 main:574] : INFO : Epoch 1900 | loss: 0.0311558 | val_loss: 0.0311771 | Time: 1672.72 ms
[2021-05-12 06:36:12 main:574] : INFO : Epoch 1901 | loss: 0.0311579 | val_loss: 0.0311755 | Time: 1728.79 ms
[2021-05-12 06:36:14 main:574] : INFO : Epoch 1902 | loss: 0.0311578 | val_loss: 0.0311794 | Time: 1681.63 ms
[2021-05-12 06:36:16 main:574] : INFO : Epoch 1903 | loss: 0.0311551 | val_loss: 0.0311776 | Time: 1687.95 ms
[2021-05-12 06:36:18 main:574] : INFO : Epoch 1904 | loss: 0.0311549 | val_loss: 0.0311794 | Time: 1699.01 ms
[2021-05-12 06:36:19 main:574] : INFO : Epoch 1905 | loss: 0.0311569 | val_loss: 0.031177 | Time: 1680.19 ms
[2021-05-12 06:36:21 main:574] : INFO : Epoch 1906 | loss: 0.0311598 | val_loss: 0.0311779 | Time: 1688.73 ms
[2021-05-12 06:36:23 main:574] : INFO : Epoch 1907 | loss: 0.0311597 | val_loss: 0.0311766 | Time: 1688.05 ms
[2021-05-12 06:36:24 main:574] : INFO : Epoch 1908 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 1654.68 ms
[2021-05-12 06:36:26 main:574] : INFO : Epoch 1909 | loss: 0.0311747 | val_loss: 0.0311744 | Time: 1681.85 ms
[2021-05-12 06:36:28 main:574] : INFO : Epoch 1910 | loss: 0.0311742 | val_loss: 0.031174 | Time: 1709.15 ms
[2021-05-12 06:36:30 main:574] : INFO : Epoch 1911 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 1696.67 ms
[2021-05-12 06:36:31 main:574] : INFO : Epoch 1912 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 1710.24 ms
[2021-05-12 06:36:33 main:574] : INFO : Epoch 1913 | loss: 0.0311705 | val_loss: 0.0311739 | Time: 1716.1 ms
[2021-05-12 06:36:35 main:574] : INFO : Epoch 1914 | loss: 0.0311698 | val_loss: 0.0311731 | Time: 1658.54 ms
[2021-05-12 06:36:37 main:574] : INFO : Epoch 1915 | loss: 0.0311698 | val_loss: 0.0311719 | Time: 1676.86 ms
[2021-05-12 06:36:38 main:574] : INFO : Epoch 1916 | loss: 0.0311737 | val_loss: 0.0311744 | Time: 1705.83 ms
[2021-05-12 06:36:40 main:574] : INFO : Epoch 1917 | loss: 0.031173 | val_loss: 0.0311753 | Time: 1703.3 ms
[2021-05-12 06:36:42 main:574] : INFO : Epoch 1918 | loss: 0.0311718 | val_loss: 0.0311745 | Time: 1676.55 ms
[2021-05-12 06:36:44 main:574] : INFO : Epoch 1919 | loss: 0.0311693 | val_loss: 0.0311723 | Time: 1692.62 ms
[2021-05-12 06:36:45 main:574] : INFO : Epoch 1920 | loss: 0.0311679 | val_loss: 0.0311745 | Time: 1676.75 ms
[2021-05-12 06:36:47 main:574] : INFO : Epoch 1921 | loss: 0.0311681 | val_loss: 0.0311741 | Time: 1697.84 ms
[2021-05-12 06:36:49 main:574] : INFO : Epoch 1922 | loss: 0.0311685 | val_loss: 0.0311732 | Time: 1672.85 ms
[2021-05-12 06:36:51 main:574] : INFO : Epoch 1923 | loss: 0.0311686 | val_loss: 0.0311744 | Time: 1698.61 ms
[2021-05-12 06:36:52 main:574] : INFO : Epoch 1924 | loss: 0.031167 | val_loss: 0.0311759 | Time: 1705.83 ms
[2021-05-12 06:36:54 main:574] : INFO : Epoch 1925 | loss: 0.0311667 | val_loss: 0.0311775 | Time: 1694.89 ms
[2021-05-12 06:36:56 main:574] : INFO : Epoch 1926 | loss: 0.0311759 | val_loss: 0.0311773 | Time: 1660.28 ms
[2021-05-12 06:36:57 main:574] : INFO : Epoch 1927 | loss: 0.0311784 | val_loss: 0.0311786 | Time: 1709.73 ms
[2021-05-12 06:36:59 main:574] : INFO : Epoch 1928 | loss: 0.0311764 | val_loss: 0.03118 | Time: 1696.66 ms
[2021-05-12 06:37:01 main:574] : INFO : Epoch 1929 | loss: 0.0311784 | val_loss: 0.0311846 | Time: 1689.13 ms
[2021-05-12 06:37:03 main:574] : INFO : Epoch 1930 | loss: 0.0311792 | val_loss: 0.0311842 | Time: 1718.74 ms
[2021-05-12 06:37:04 main:574] : INFO : Epoch 1931 | loss: 0.0311786 | val_loss: 0.0311838 | Time: 1672.71 ms
[2021-05-12 06:37:06 main:574] : INFO : Epoch 1932 | loss: 0.0311783 | val_loss: 0.0311801 | Time: 1698.65 ms
[2021-05-12 06:37:08 main:574] : INFO : Epoch 1933 | loss: 0.0311773 | val_loss: 0.0311786 | Time: 1697.5 ms
[2021-05-12 06:37:10 main:574] : INFO : Epoch 1934 | loss: 0.0311771 | val_loss: 0.0311773 | Time: 1701.86 ms
[2021-05-12 06:37:11 main:574] : INFO : Epoch 1935 | loss: 0.031177 | val_loss: 0.03118 | Time: 1713.62 ms
[2021-05-12 06:37:13 main:574] : INFO : Epoch 1936 | loss: 0.0311772 | val_loss: 0.0311814 | Time: 1699.18 ms
[2021-05-12 06:37:15 main:574] : INFO : Epoch 1937 | loss: 0.0311775 | val_loss: 0.0311794 | Time: 1668.29 ms
[2021-05-12 06:37:17 main:574] : INFO : Epoch 1938 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 1697.18 ms
[2021-05-12 06:37:19 main:574] : INFO : Epoch 1939 | loss: 0.0311777 | val_loss: 0.0311789 | Time: 1734.12 ms
[2021-05-12 06:37:20 main:574] : INFO : Epoch 1940 | loss: 0.0311803 | val_loss: 0.0311792 | Time: 1699.62 ms
[2021-05-12 06:37:22 main:574] : INFO : Epoch 1941 | loss: 0.0311802 | val_loss: 0.0311764 | Time: 1686.02 ms
[2021-05-12 06:37:24 main:574] : INFO : Epoch 1942 | loss: 0.0311774 | val_loss: 0.0311769 | Time: 1698.57 ms
[2021-05-12 06:37:26 main:574] : INFO : Epoch 1943 | loss: 0.0311746 | val_loss: 0.0311752 | Time: 1690.73 ms
[2021-05-12 06:37:27 main:574] : INFO : Epoch 1944 | loss: 0.0311729 | val_loss: 0.0311748 | Time: 1699.71 ms
[2021-05-12 06:37:29 main:574] : INFO : Epoch 1945 | loss: 0.0311722 | val_loss: 0.0311745 | Time: 1689.97 ms
[2021-05-12 06:37:31 main:574] : INFO : Epoch 1946 | loss: 0.0311747 | val_loss: 0.0311753 | Time: 1692.53 ms
[2021-05-12 06:37:33 main:574] : INFO : Epoch 1947 | loss: 0.0311769 | val_loss: 0.0311874 | Time: 1717.52 ms
[2021-05-12 06:37:34 main:574] : INFO : Epoch 1948 | loss: 0.0311753 | val_loss: 0.0311736 | Time: 1683.11 ms
[2021-05-12 06:37:36 main:574] : INFO : Epoch 1949 | loss: 0.031175 | val_loss: 0.031172 | Time: 1689 ms
[2021-05-12 06:37:38 main:574] : INFO : Epoch 1950 | loss: 0.0311733 | val_loss: 0.031173 | Time: 1679.33 ms
[2021-05-12 06:37:40 main:574] : INFO : Epoch 1951 | loss: 0.0311741 | val_loss: 0.0311736 | Time: 1724.42 ms
[2021-05-12 06:37:41 main:574] : INFO : Epoch 1952 | loss: 0.0311724 | val_loss: 0.0311746 | Time: 1730.67 ms
[2021-05-12 06:37:43 main:574] : INFO : Epoch 1953 | loss: 0.0311722 | val_loss: 0.0311775 | Time: 1703.13 ms
[2021-05-12 06:37:45 main:574] : INFO : Epoch 1954 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 1661.52 ms
[2021-05-12 06:37:47 main:574] : INFO : Epoch 1955 | loss: 0.0311786 | val_loss: 0.0311849 | Time: 1696.92 ms
[2021-05-12 06:37:48 main:574] : INFO : Epoch 1956 | loss: 0.0311776 | val_loss: 0.0311781 | Time: 1717.21 ms
[2021-05-12 06:37:50 main:574] : INFO : Epoch 1957 | loss: 0.0311747 | val_loss: 0.0311785 | Time: 1726.84 ms
[2021-05-12 06:37:52 main:574] : INFO : Epoch 1958 | loss: 0.031176 | val_loss: 0.0311784 | Time: 1699.13 ms
[2021-05-12 06:37:54 main:574] : INFO : Epoch 1959 | loss: 0.0311752 | val_loss: 0.0311852 | Time: 1724.42 ms
[2021-05-12 06:37:55 main:574] : INFO : Epoch 1960 | loss: 0.0311764 | val_loss: 0.0311781 | Time: 1681.69 ms
[2021-05-12 06:37:57 main:574] : INFO : Epoch 1961 | loss: 0.0311742 | val_loss: 0.0311781 | Time: 1714.2 ms
[2021-05-12 06:37:59 main:574] : INFO : Epoch 1962 | loss: 0.0311724 | val_loss: 0.0311801 | Time: 1711.35 ms
[2021-05-12 06:38:01 main:574] : INFO : Epoch 1963 | loss: 0.0311743 | val_loss: 0.0311781 | Time: 1701.72 ms
[2021-05-12 06:38:02 main:574] : INFO : Epoch 1964 | loss: 0.0311729 | val_loss: 0.0311788 | Time: 1703.61 ms
[2021-05-12 06:38:04 main:574] : INFO : Epoch 1965 | loss: 0.0311725 | val_loss: 0.0311785 | Time: 1685.95 ms
[2021-05-12 06:38:06 main:574] : INFO : Epoch 1966 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 1701 ms
[2021-05-12 06:38:08 main:574] : INFO : Epoch 1967 | loss: 0.0311746 | val_loss: 0.03118 | Time: 1694.78 ms
[2021-05-12 06:38:09 main:574] : INFO : Epoch 1968 | loss: 0.0311736 | val_loss: 0.0311813 | Time: 1703.44 ms
[2021-05-12 06:38:11 main:574] : INFO : Epoch 1969 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 1734.9 ms
[2021-05-12 06:38:13 main:574] : INFO : Epoch 1970 | loss: 0.0311713 | val_loss: 0.031178 | Time: 1702.5 ms
[2021-05-12 06:38:15 main:574] : INFO : Epoch 1971 | loss: 0.0311693 | val_loss: 0.0311765 | Time: 1667.11 ms
[2021-05-12 06:38:16 main:574] : INFO : Epoch 1972 | loss: 0.0311691 | val_loss: 0.0311797 | Time: 1717.88 ms
[2021-05-12 06:38:18 main:574] : INFO : Epoch 1973 | loss: 0.0311692 | val_loss: 0.0311838 | Time: 1694.36 ms
[2021-05-12 06:38:20 main:574] : INFO : Epoch 1974 | loss: 0.0311739 | val_loss: 0.0311803 | Time: 1702.24 ms
[2021-05-12 06:38:22 main:574] : INFO : Epoch 1975 | loss: 0.031175 | val_loss: 0.0311776 | Time: 1699.53 ms
[2021-05-12 06:38:23 main:574] : INFO : Epoch 1976 | loss: 0.0311719 | val_loss: 0.0311763 | Time: 1730.13 ms
[2021-05-12 06:38:25 main:574] : INFO : Epoch 1977 | loss: 0.0311705 | val_loss: 0.0311776 | Time: 1668.07 ms
[2021-05-12 06:38:27 main:574] : INFO : Epoch 1978 | loss: 0.0311699 | val_loss: 0.031177 | Time: 1717.53 ms
[2021-05-12 06:38:29 main:574] : INFO : Epoch 1979 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 1708.63 ms
[2021-05-12 06:38:30 main:574] : INFO : Epoch 1980 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 1699.98 ms
[2021-05-12 06:38:32 main:574] : INFO : Epoch 1981 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 1705.28 ms
[2021-05-12 06:38:34 main:574] : INFO : Epoch 1982 | loss: 0.0311733 | val_loss: 0.0311869 | Time: 1719.31 ms
[2021-05-12 06:38:36 main:574] : INFO : Epoch 1983 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 1687.47 ms
[2021-05-12 06:38:37 main:574] : INFO : Epoch 1984 | loss: 0.0311749 | val_loss: 0.03118 | Time: 1693.96 ms
[2021-05-12 06:38:39 main:574] : INFO : Epoch 1985 | loss: 0.031175 | val_loss: 0.0311827 | Time: 1703.37 ms
[2021-05-12 06:38:41 main:574] : INFO : Epoch 1986 | loss: 0.0311788 | val_loss: 0.0311841 | Time: 1706.56 ms
[2021-05-12 06:38:43 main:574] : INFO : Epoch 1987 | loss: 0.0311796 | val_loss: 0.0311806 | Time: 1697.82 ms
[2021-05-12 06:38:44 main:574] : INFO : Epoch 1988 | loss: 0.0311776 | val_loss: 0.03118 | Time: 1671.97 ms
[2021-05-12 06:38:46 main:574] : INFO : Epoch 1989 | loss: 0.0311758 | val_loss: 0.0311798 | Time: 1687.81 ms
[2021-05-12 06:38:48 main:574] : INFO : Epoch 1990 | loss: 0.0311738 | val_loss: 0.0311792 | Time: 1702.63 ms
[2021-05-12 06:38:50 main:574] : INFO : Epoch 1991 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 1698.06 ms
[2021-05-12 06:38:51 main:574] : INFO : Epoch 1992 | loss: 0.0311715 | val_loss: 0.0311783 | Time: 1725.58 ms
[2021-05-12 06:38:53 main:574] : INFO : Epoch 1993 | loss: 0.0311715 | val_loss: 0.0311801 | Time: 1703.1 ms
[2021-05-12 06:38:55 main:574] : INFO : Epoch 1994 | loss: 0.0311719 | val_loss: 0.0311816 | Time: 1682.84 ms
[2021-05-12 06:38:57 main:574] : INFO : Epoch 1995 | loss: 0.0311712 | val_loss: 0.0311787 | Time: 1713.19 ms
[2021-05-12 06:38:58 main:574] : INFO : Epoch 1996 | loss: 0.0311711 | val_loss: 0.031179 | Time: 1709.61 ms
[2021-05-12 06:39:00 main:574] : INFO : Epoch 1997 | loss: 0.03117 | val_loss: 0.0311821 | Time: 1682.34 ms
[2021-05-12 06:39:02 main:574] : INFO : Epoch 1998 | loss: 0.0311698 | val_loss: 0.0311811 | Time: 1716.51 ms
[2021-05-12 06:39:04 main:574] : INFO : Epoch 1999 | loss: 0.0311712 | val_loss: 0.031179 | Time: 1695.59 ms
[2021-05-12 06:39:05 main:574] : INFO : Epoch 2000 | loss: 0.031171 | val_loss: 0.0311786 | Time: 1675.75 ms
[2021-05-12 06:39:07 main:574] : INFO : Epoch 2001 | loss: 0.0311697 | val_loss: 0.0311803 | Time: 1687.16 ms
[2021-05-12 06:39:09 main:574] : INFO : Epoch 2002 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 1694.03 ms
[2021-05-12 06:39:11 main:574] : INFO : Epoch 2003 | loss: 0.0311747 | val_loss: 0.0311756 | Time: 1708.4 ms
[2021-05-12 06:39:12 main:574] : INFO : Epoch 2004 | loss: 0.0311742 | val_loss: 0.0311787 | Time: 1713.14 ms
[2021-05-12 06:39:14 main:574] : INFO : Epoch 2005 | loss: 0.031181 | val_loss: 0.0312625 | Time: 1668.3 ms
[2021-05-12 06:39:16 main:574] : INFO : Epoch 2006 | loss: 0.0317199 | val_loss: 0.0324121 | Time: 1692 ms
[2021-05-12 06:39:18 main:574] : INFO : Epoch 2007 | loss: 0.0315387 | val_loss: 0.03126 | Time: 1708.36 ms
[2021-05-12 06:39:19 main:574] : INFO : Epoch 2008 | loss: 0.0314338 | val_loss: 0.0318007 | Time: 1693.22 ms
[2021-05-12 06:39:21 main:574] : INFO : Epoch 2009 | loss: 0.0313226 | val_loss: 0.031208 | Time: 1716.08 ms
[2021-05-12 06:39:23 main:574] : INFO : Epoch 2010 | loss: 0.0311911 | val_loss: 0.0311877 | Time: 1698.14 ms
[2021-05-12 06:39:25 main:574] : INFO : Epoch 2011 | loss: 0.0311784 | val_loss: 0.031177 | Time: 1663.1 ms
[2021-05-12 06:39:26 main:574] : INFO : Epoch 2012 | loss: 0.0311743 | val_loss: 0.031175 | Time: 1686.72 ms
[2021-05-12 06:39:28 main:574] : INFO : Epoch 2013 | loss: 0.0311769 | val_loss: 0.0311767 | Time: 1687.25 ms
[2021-05-12 06:39:30 main:574] : INFO : Epoch 2014 | loss: 0.0311797 | val_loss: 0.031176 | Time: 1705.19 ms
[2021-05-12 06:39:31 main:574] : INFO : Epoch 2015 | loss: 0.0311705 | val_loss: 0.0311774 | Time: 1694.24 ms
[2021-05-12 06:39:33 main:574] : INFO : Epoch 2016 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 1708.87 ms
[2021-05-12 06:39:35 main:574] : INFO : Epoch 2017 | loss: 0.0311686 | val_loss: 0.031178 | Time: 1672.05 ms
[2021-05-12 06:39:37 main:574] : INFO : Epoch 2018 | loss: 0.031168 | val_loss: 0.0311775 | Time: 1739.54 ms
[2021-05-12 06:39:38 main:574] : INFO : Epoch 2019 | loss: 0.0311675 | val_loss: 0.0311772 | Time: 1694.95 ms
[2021-05-12 06:39:40 main:574] : INFO : Epoch 2020 | loss: 0.0311692 | val_loss: 0.0311755 | Time: 1707.7 ms
[2021-05-12 06:39:42 main:574] : INFO : Epoch 2021 | loss: 0.0311696 | val_loss: 0.0311761 | Time: 1701.23 ms
[2021-05-12 06:39:44 main:574] : INFO : Epoch 2022 | loss: 0.0311687 | val_loss: 0.0311769 | Time: 1693.98 ms
[2021-05-12 06:39:45 main:574] : INFO : Epoch 2023 | loss: 0.0311686 | val_loss: 0.0311772 | Time: 1660.13 ms
[2021-05-12 06:39:47 main:574] : INFO : Epoch 2024 | loss: 0.0311673 | val_loss: 0.0311771 | Time: 1685.9 ms
[2021-05-12 06:39:49 main:574] : INFO : Epoch 2025 | loss: 0.0311673 | val_loss: 0.0311721 | Time: 1706.69 ms
[2021-05-12 06:39:51 main:574] : INFO : Epoch 2026 | loss: 0.0311676 | val_loss: 0.0311741 | Time: 1703.17 ms
[2021-05-12 06:39:52 main:574] : INFO : Epoch 2027 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 1696.63 ms
[2021-05-12 06:39:54 main:574] : INFO : Epoch 2028 | loss: 0.031168 | val_loss: 0.0311742 | Time: 1686.58 ms
[2021-05-12 06:39:56 main:574] : INFO : Epoch 2029 | loss: 0.0311653 | val_loss: 0.0311753 | Time: 1678.18 ms
[2021-05-12 06:39:58 main:574] : INFO : Epoch 2030 | loss: 0.0311649 | val_loss: 0.0311753 | Time: 1704.19 ms
[2021-05-12 06:39:59 main:574] : INFO : Epoch 2031 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 1717.88 ms
[2021-05-12 06:40:01 main:574] : INFO : Epoch 2032 | loss: 0.0311657 | val_loss: 0.0311775 | Time: 1700.27 ms
[2021-05-12 06:40:03 main:574] : INFO : Epoch 2033 | loss: 0.0311673 | val_loss: 0.0311762 | Time: 1702.82 ms
[2021-05-12 06:40:05 main:574] : INFO : Epoch 2034 | loss: 0.0311663 | val_loss: 0.031175 | Time: 1662.97 ms
[2021-05-12 06:40:06 main:574] : INFO : Epoch 2035 | loss: 0.0311656 | val_loss: 0.0311801 | Time: 1701.3 ms
[2021-05-12 06:40:08 main:574] : INFO : Epoch 2036 | loss: 0.0311665 | val_loss: 0.0311768 | Time: 1706.73 ms
[2021-05-12 06:40:10 main:574] : INFO : Epoch 2037 | loss: 0.0311644 | val_loss: 0.0311773 | Time: 1701.75 ms
[2021-05-12 06:40:12 main:574] : INFO : Epoch 2038 | loss: 0.0311641 | val_loss: 0.0311775 | Time: 1695.14 ms
[2021-05-12 06:40:13 main:574] : INFO : Epoch 2039 | loss: 0.0311649 | val_loss: 0.031179 | Time: 1702.82 ms
[2021-05-12 06:40:15 main:574] : INFO : Epoch 2040 | loss: 0.0311656 | val_loss: 0.0311783 | Time: 1657.89 ms
[2021-05-12 06:40:17 main:574] : INFO : Epoch 2041 | loss: 0.0311654 | val_loss: 0.0311796 | Time: 1686.24 ms
[2021-05-12 06:40:19 main:574] : INFO : Epoch 2042 | loss: 0.0311641 | val_loss: 0.0311792 | Time: 1698.72 ms
[2021-05-12 06:40:20 main:574] : INFO : Epoch 2043 | loss: 0.0311633 | val_loss: 0.0311792 | Time: 1699.18 ms
[2021-05-12 06:40:22 main:574] : INFO : Epoch 2044 | loss: 0.0311643 | val_loss: 0.0311786 | Time: 1688.87 ms
[2021-05-12 06:40:24 main:574] : INFO : Epoch 2045 | loss: 0.0311637 | val_loss: 0.0311766 | Time: 1708.45 ms
[2021-05-12 06:40:26 main:574] : INFO : Epoch 2046 | loss: 0.0311621 | val_loss: 0.0311788 | Time: 1662.9 ms
[2021-05-12 06:40:27 main:574] : INFO : Epoch 2047 | loss: 0.031164 | val_loss: 0.0311763 | Time: 1704.93 ms
[2021-05-12 06:40:29 main:574] : INFO : Epoch 2048 | loss: 0.0311633 | val_loss: 0.0311771 | Time: 1695.52 ms
[2021-05-12 06:40:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311771
[2021-05-12 06:40:29 main:603] : INFO : Saving end state to config to file
[2021-05-12 06:40:29 main:608] : INFO : Success, exiting..
06:40:29 (14356): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)