Task 12582641
| Name | ParityModified-1645991882-19800-3-0_0 |
| Workunit | 9742111 |
| Created | 5 Mar 2022, 20:32:41 UTC |
| Sent | 9 Mar 2022, 19:12:56 UTC |
| Report deadline | 17 Mar 2022, 19:12:56 UTC |
| Received | 1 Apr 2022, 18:06:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16125 |
| Run time | 1 hours 0 min 56 sec |
| CPU time | 55 min 14 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 11,978.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.70 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1591 | loss: 0.0311621 | val_loss: 0.0311684 | Time: 1598.85 ms
[2022-04-01 18:48:55 main:574] : INFO : Epoch 1592 | loss: 0.0311625 | val_loss: 0.0311683 | Time: 1508.85 ms
[2022-04-01 18:48:57 main:574] : INFO : Epoch 1593 | loss: 0.0311622 | val_loss: 0.0311681 | Time: 1525.48 ms
[2022-04-01 18:48:59 main:574] : INFO : Epoch 1594 | loss: 0.0311634 | val_loss: 0.031175 | Time: 1503.41 ms
[2022-04-01 18:49:00 main:574] : INFO : Epoch 1595 | loss: 0.031164 | val_loss: 0.0311745 | Time: 1692.19 ms
[2022-04-01 18:49:02 main:574] : INFO : Epoch 1596 | loss: 0.0311648 | val_loss: 0.0311761 | Time: 1510.79 ms
[2022-04-01 18:49:04 main:574] : INFO : Epoch 1597 | loss: 0.0311628 | val_loss: 0.0311678 | Time: 1504.74 ms
[2022-04-01 18:49:05 main:574] : INFO : Epoch 1598 | loss: 0.0311639 | val_loss: 0.0311752 | Time: 1665.76 ms
[2022-04-01 18:49:07 main:574] : INFO : Epoch 1599 | loss: 0.0311646 | val_loss: 0.0311708 | Time: 1561.37 ms
[2022-04-01 18:49:09 main:574] : INFO : Epoch 1600 | loss: 0.0311644 | val_loss: 0.0311682 | Time: 1508.49 ms
[2022-04-01 18:49:10 main:574] : INFO : Epoch 1601 | loss: 0.0311623 | val_loss: 0.0311699 | Time: 1588.33 ms
[2022-04-01 18:49:12 main:574] : INFO : Epoch 1602 | loss: 0.0311641 | val_loss: 0.0311743 | Time: 1540.97 ms
[2022-04-01 18:49:13 main:574] : INFO : Epoch 1603 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 1555.61 ms
[2022-04-01 18:49:15 main:574] : INFO : Epoch 1604 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 1600.58 ms
[2022-04-01 18:49:17 main:574] : INFO : Epoch 1605 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 1555.09 ms
[2022-04-01 18:49:18 main:574] : INFO : Epoch 1606 | loss: 0.0311637 | val_loss: 0.0311671 | Time: 1516.99 ms
[2022-04-01 18:49:20 main:574] : INFO : Epoch 1607 | loss: 0.0311619 | val_loss: 0.03117 | Time: 1554.66 ms
[2022-04-01 18:49:21 main:574] : INFO : Epoch 1608 | loss: 0.0311627 | val_loss: 0.0311722 | Time: 1464.68 ms
[2022-04-01 18:49:23 main:574] : INFO : Epoch 1609 | loss: 0.0311627 | val_loss: 0.03117 | Time: 1536.75 ms
[2022-04-01 18:49:24 main:574] : INFO : Epoch 1610 | loss: 0.0311612 | val_loss: 0.0311695 | Time: 1531.97 ms
[2022-04-01 18:49:26 main:574] : INFO : Epoch 1611 | loss: 0.0311624 | val_loss: 0.0311682 | Time: 1542.48 ms
[2022-04-01 18:49:28 main:574] : INFO : Epoch 1612 | loss: 0.0311624 | val_loss: 0.0311686 | Time: 1533.08 ms
[2022-04-01 18:49:29 main:574] : INFO : Epoch 1613 | loss: 0.0311614 | val_loss: 0.0311683 | Time: 1653.68 ms
[2022-04-01 18:49:31 main:574] : INFO : Epoch 1614 | loss: 0.0311602 | val_loss: 0.0311715 | Time: 1584.21 ms
[2022-04-01 18:49:33 main:574] : INFO : Epoch 1615 | loss: 0.0311599 | val_loss: 0.0311677 | Time: 1544.99 ms
[2022-04-01 18:49:34 main:574] : INFO : Epoch 1616 | loss: 0.0311602 | val_loss: 0.0311676 | Time: 1514.86 ms
[2022-04-01 18:49:36 main:574] : INFO : Epoch 1617 | loss: 0.0311597 | val_loss: 0.0311702 | Time: 1537.78 ms
[2022-04-01 18:49:37 main:574] : INFO : Epoch 1618 | loss: 0.031161 | val_loss: 0.0311708 | Time: 1500.16 ms
[2022-04-01 18:49:39 main:574] : INFO : Epoch 1619 | loss: 0.0311616 | val_loss: 0.0311705 | Time: 1544.21 ms
[2022-04-01 18:49:41 main:574] : INFO : Epoch 1620 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 1587.32 ms
[2022-04-01 18:49:42 main:574] : INFO : Epoch 1621 | loss: 0.031162 | val_loss: 0.031173 | Time: 1537.54 ms
[2022-04-01 18:49:44 main:574] : INFO : Epoch 1622 | loss: 0.0311628 | val_loss: 0.031169 | Time: 1596.1 ms
[2022-04-01 18:49:46 main:574] : INFO : Epoch 1623 | loss: 0.0311618 | val_loss: 0.0311728 | Time: 1568.91 ms
[2022-04-01 18:49:47 main:574] : INFO : Epoch 1624 | loss: 0.0311605 | val_loss: 0.0311687 | Time: 1550.02 ms
[2022-04-01 18:49:49 main:574] : INFO : Epoch 1625 | loss: 0.0311602 | val_loss: 0.0311743 | Time: 1534.31 ms
[2022-04-01 18:49:51 main:574] : INFO : Epoch 1626 | loss: 0.0311626 | val_loss: 0.0311686 | Time: 1536.4 ms
[2022-04-01 18:49:52 main:574] : INFO : Epoch 1627 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 1538.15 ms
[2022-04-01 18:49:54 main:574] : INFO : Epoch 1628 | loss: 0.0311628 | val_loss: 0.0311674 | Time: 1518.07 ms
[2022-04-01 18:49:55 main:574] : INFO : Epoch 1629 | loss: 0.0311614 | val_loss: 0.0311676 | Time: 1543.77 ms
[2022-04-01 18:49:57 main:574] : INFO : Epoch 1630 | loss: 0.0311593 | val_loss: 0.0311704 | Time: 1512.2 ms
[2022-04-01 18:49:59 main:574] : INFO : Epoch 1631 | loss: 0.03116 | val_loss: 0.0311691 | Time: 1646.84 ms
[2022-04-01 18:50:00 main:574] : INFO : Epoch 1632 | loss: 0.0311588 | val_loss: 0.031168 | Time: 1532.99 ms
[2022-04-01 18:50:02 main:574] : INFO : Epoch 1633 | loss: 0.0311583 | val_loss: 0.0311695 | Time: 1531.92 ms
[2022-04-01 18:50:03 main:574] : INFO : Epoch 1634 | loss: 0.0311584 | val_loss: 0.0311677 | Time: 1562.5 ms
[2022-04-01 18:50:05 main:574] : INFO : Epoch 1635 | loss: 0.031158 | val_loss: 0.0311655 | Time: 1505.99 ms
[2022-04-01 18:50:06 main:574] : INFO : Epoch 1636 | loss: 0.031158 | val_loss: 0.0311686 | Time: 1501.04 ms
[2022-04-01 18:50:08 main:574] : INFO : Epoch 1637 | loss: 0.0311587 | val_loss: 0.0311682 | Time: 1491.29 ms
[2022-04-01 18:50:10 main:574] : INFO : Epoch 1638 | loss: 0.0311575 | val_loss: 0.0311679 | Time: 1582.94 ms
[2022-04-01 18:50:11 main:574] : INFO : Epoch 1639 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 1505.52 ms
[2022-04-01 18:50:13 main:574] : INFO : Epoch 1640 | loss: 0.0311571 | val_loss: 0.0311699 | Time: 1584.14 ms
[2022-04-01 18:50:14 main:574] : INFO : Epoch 1641 | loss: 0.0311608 | val_loss: 0.0311674 | Time: 1601.67 ms
[2022-04-01 18:50:16 main:574] : INFO : Epoch 1642 | loss: 0.0311607 | val_loss: 0.0311664 | Time: 1473.08 ms
[2022-04-01 18:50:18 main:574] : INFO : Epoch 1643 | loss: 0.0311608 | val_loss: 0.0311692 | Time: 1485.07 ms
[2022-04-01 18:50:19 main:574] : INFO : Epoch 1644 | loss: 0.0311602 | val_loss: 0.0311682 | Time: 1485.71 ms
[2022-04-01 18:50:21 main:574] : INFO : Epoch 1645 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 1611.28 ms
[2022-04-01 18:50:22 main:574] : INFO : Epoch 1646 | loss: 0.0311601 | val_loss: 0.0311673 | Time: 1516.06 ms
[2022-04-01 18:50:24 main:574] : INFO : Epoch 1647 | loss: 0.0311608 | val_loss: 0.0311657 | Time: 1514.71 ms
[2022-04-01 18:50:26 main:574] : INFO : Epoch 1648 | loss: 0.0311589 | val_loss: 0.0311676 | Time: 1543.95 ms
[2022-04-01 18:50:27 main:574] : INFO : Epoch 1649 | loss: 0.0311586 | val_loss: 0.03117 | Time: 1696.49 ms
[2022-04-01 18:50:29 main:574] : INFO : Epoch 1650 | loss: 0.0311594 | val_loss: 0.0311691 | Time: 1497.02 ms
[2022-04-01 18:50:31 main:574] : INFO : Epoch 1651 | loss: 0.0311592 | val_loss: 0.0311695 | Time: 1534.75 ms
[2022-04-01 18:50:32 main:574] : INFO : Epoch 1652 | loss: 0.0311596 | val_loss: 0.0311685 | Time: 1484.34 ms
[2022-04-01 18:50:34 main:574] : INFO : Epoch 1653 | loss: 0.0311581 | val_loss: 0.0311723 | Time: 1567.26 ms
[2022-04-01 18:50:35 main:574] : INFO : Epoch 1654 | loss: 0.0311584 | val_loss: 0.0311667 | Time: 1536.99 ms
[2022-04-01 18:50:37 main:574] : INFO : Epoch 1655 | loss: 0.0311585 | val_loss: 0.0311694 | Time: 1503.58 ms
[2022-04-01 18:50:39 main:574] : INFO : Epoch 1656 | loss: 0.0311579 | val_loss: 0.0311675 | Time: 1571.17 ms
[2022-04-01 18:50:40 main:574] : INFO : Epoch 1657 | loss: 0.03116 | val_loss: 0.0311703 | Time: 1540.58 ms
[2022-04-01 18:50:42 main:574] : INFO : Epoch 1658 | loss: 0.0311598 | val_loss: 0.0311669 | Time: 1673.52 ms
[2022-04-01 18:50:43 main:574] : INFO : Epoch 1659 | loss: 0.0311588 | val_loss: 0.0311674 | Time: 1501.78 ms
[2022-04-01 18:50:45 main:574] : INFO : Epoch 1660 | loss: 0.0311607 | val_loss: 0.0311741 | Time: 1542.51 ms
[2022-04-01 18:50:47 main:574] : INFO : Epoch 1661 | loss: 0.0311584 | val_loss: 0.0311675 | Time: 1520.46 ms
[2022-04-01 18:50:48 main:574] : INFO : Epoch 1662 | loss: 0.0311597 | val_loss: 0.0311703 | Time: 1547.16 ms
[2022-04-01 18:50:50 main:574] : INFO : Epoch 1663 | loss: 0.0311579 | val_loss: 0.0311691 | Time: 1631.66 ms
[2022-04-01 18:50:52 main:574] : INFO : Epoch 1664 | loss: 0.0311582 | val_loss: 0.0311664 | Time: 1571.18 ms
[2022-04-01 18:50:53 main:574] : INFO : Epoch 1665 | loss: 0.0311567 | val_loss: 0.031167 | Time: 1537.84 ms
[2022-04-01 18:50:55 main:574] : INFO : Epoch 1666 | loss: 0.0311582 | val_loss: 0.0311679 | Time: 1491.73 ms
[2022-04-01 18:50:56 main:574] : INFO : Epoch 1667 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 1648.25 ms
[2022-04-01 18:50:58 main:574] : INFO : Epoch 1668 | loss: 0.0311593 | val_loss: 0.0311704 | Time: 1524.69 ms
[2022-04-01 18:50:59 main:574] : INFO : Epoch 1669 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 1445.98 ms
[2022-04-01 18:51:01 main:574] : INFO : Epoch 1670 | loss: 0.031157 | val_loss: 0.0311662 | Time: 1582.52 ms
[2022-04-01 18:51:03 main:574] : INFO : Epoch 1671 | loss: 0.0311558 | val_loss: 0.0311663 | Time: 1574.09 ms
[2022-04-01 18:51:04 main:574] : INFO : Epoch 1672 | loss: 0.0311553 | val_loss: 0.031167 | Time: 1587.36 ms
[2022-04-01 18:51:06 main:574] : INFO : Epoch 1673 | loss: 0.0311539 | val_loss: 0.0311681 | Time: 1496.8 ms
[2022-04-01 18:51:07 main:574] : INFO : Epoch 1674 | loss: 0.0311531 | val_loss: 0.0311656 | Time: 1499.75 ms
[2022-04-01 18:51:09 main:574] : INFO : Epoch 1675 | loss: 0.0311535 | val_loss: 0.0311752 | Time: 1530.87 ms
[2022-04-01 18:51:11 main:574] : INFO : Epoch 1676 | loss: 0.0311546 | val_loss: 0.0311665 | Time: 1537.77 ms
[2022-04-01 18:51:12 main:574] : INFO : Epoch 1677 | loss: 0.0311514 | val_loss: 0.0311655 | Time: 1618.26 ms
[2022-04-01 18:51:14 main:574] : INFO : Epoch 1678 | loss: 0.0311514 | val_loss: 0.0311665 | Time: 1592.31 ms
[2022-04-01 18:51:15 main:574] : INFO : Epoch 1679 | loss: 0.031153 | val_loss: 0.0311665 | Time: 1495.05 ms
[2022-04-01 18:51:17 main:574] : INFO : Epoch 1680 | loss: 0.0311541 | val_loss: 0.0311658 | Time: 1514.7 ms
[2022-04-01 18:51:19 main:574] : INFO : Epoch 1681 | loss: 0.0311554 | val_loss: 0.0311672 | Time: 1589.17 ms
[2022-04-01 18:51:20 main:574] : INFO : Epoch 1682 | loss: 0.0311529 | val_loss: 0.0311669 | Time: 1526.94 ms
[2022-04-01 18:51:22 main:574] : INFO : Epoch 1683 | loss: 0.031151 | val_loss: 0.0311647 | Time: 1481.7 ms
[2022-04-01 18:51:23 main:574] : INFO : Epoch 1684 | loss: 0.0311512 | val_loss: 0.0311703 | Time: 1580 ms
[2022-04-01 18:51:25 main:574] : INFO : Epoch 1685 | loss: 0.0311514 | val_loss: 0.031168 | Time: 1540.97 ms
[2022-04-01 18:51:27 main:574] : INFO : Epoch 1686 | loss: 0.0311517 | val_loss: 0.0311658 | Time: 1629.97 ms
[2022-04-01 18:51:29 main:574] : INFO : Epoch 1687 | loss: 0.031151 | val_loss: 0.0311695 | Time: 1824.32 ms
[2022-04-01 18:51:31 main:574] : INFO : Epoch 1688 | loss: 0.0311506 | val_loss: 0.0311674 | Time: 2038.25 ms
[2022-04-01 18:51:32 main:574] : INFO : Epoch 1689 | loss: 0.0311568 | val_loss: 0.0311746 | Time: 1799.42 ms
[2022-04-01 18:51:34 main:574] : INFO : Epoch 1690 | loss: 0.031154 | val_loss: 0.0311685 | Time: 1864.45 ms
[2022-04-01 18:51:36 main:574] : INFO : Epoch 1691 | loss: 0.0311526 | val_loss: 0.0311672 | Time: 1638.75 ms
[2022-04-01 18:51:38 main:574] : INFO : Epoch 1692 | loss: 0.0311515 | val_loss: 0.0311637 | Time: 1859.07 ms
[2022-04-01 18:51:40 main:574] : INFO : Epoch 1693 | loss: 0.0311514 | val_loss: 0.0311651 | Time: 1750.02 ms
[2022-04-01 18:51:42 main:574] : INFO : Epoch 1694 | loss: 0.0311505 | val_loss: 0.0311661 | Time: 1563.71 ms
[2022-04-01 18:51:44 main:574] : INFO : Epoch 1695 | loss: 0.0311523 | val_loss: 0.0311667 | Time: 1755.59 ms
[2022-04-01 18:51:45 main:574] : INFO : Epoch 1696 | loss: 0.0311489 | val_loss: 0.0311659 | Time: 1705.99 ms
[2022-04-01 18:51:47 main:574] : INFO : Epoch 1697 | loss: 0.0311499 | val_loss: 0.0311634 | Time: 1646.62 ms
[2022-04-01 18:51:49 main:574] : INFO : Epoch 1698 | loss: 0.0311509 | val_loss: 0.031162 | Time: 1673.48 ms
[2022-04-01 18:51:51 main:574] : INFO : Epoch 1699 | loss: 0.0311497 | val_loss: 0.0311642 | Time: 1690.34 ms
[2022-04-01 18:51:52 main:574] : INFO : Epoch 1700 | loss: 0.0311507 | val_loss: 0.0311644 | Time: 1688.21 ms
[2022-04-01 18:51:54 main:574] : INFO : Epoch 1701 | loss: 0.0311498 | val_loss: 0.0311652 | Time: 1736.32 ms
[2022-04-01 18:51:56 main:574] : INFO : Epoch 1702 | loss: 0.0311491 | val_loss: 0.0311687 | Time: 1772.44 ms
[2022-04-01 18:51:58 main:574] : INFO : Epoch 1703 | loss: 0.0311506 | val_loss: 0.0311644 | Time: 1732.43 ms
[2022-04-01 18:51:59 main:574] : INFO : Epoch 1704 | loss: 0.0311516 | val_loss: 0.0311639 | Time: 1608.81 ms
[2022-04-01 18:52:01 main:574] : INFO : Epoch 1705 | loss: 0.0311534 | val_loss: 0.0311658 | Time: 1610.69 ms
[2022-04-01 18:52:03 main:574] : INFO : Epoch 1706 | loss: 0.0311529 | val_loss: 0.0311645 | Time: 1620.86 ms
[2022-04-01 18:52:04 main:574] : INFO : Epoch 1707 | loss: 0.0311511 | val_loss: 0.0311641 | Time: 1683.8 ms
[2022-04-01 18:52:06 main:574] : INFO : Epoch 1708 | loss: 0.0311508 | val_loss: 0.0311634 | Time: 1636.74 ms
[2022-04-01 18:52:08 main:574] : INFO : Epoch 1709 | loss: 0.0311535 | val_loss: 0.0311675 | Time: 1498.83 ms
[2022-04-01 18:52:09 main:574] : INFO : Epoch 1710 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 1615.57 ms
[2022-04-01 18:52:11 main:574] : INFO : Epoch 1711 | loss: 0.0311562 | val_loss: 0.0311639 | Time: 1533.07 ms
[2022-04-01 18:52:12 main:574] : INFO : Epoch 1712 | loss: 0.0311531 | val_loss: 0.0311635 | Time: 1494.65 ms
[2022-04-01 18:52:14 main:574] : INFO : Epoch 1713 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 1526.95 ms
[2022-04-01 18:52:16 main:574] : INFO : Epoch 1714 | loss: 0.031153 | val_loss: 0.0311635 | Time: 1556.56 ms
[2022-04-01 18:52:17 main:574] : INFO : Epoch 1715 | loss: 0.0311557 | val_loss: 0.0311614 | Time: 1480.21 ms
[2022-04-01 18:52:19 main:574] : INFO : Epoch 1716 | loss: 0.0311552 | val_loss: 0.0311593 | Time: 1464.58 ms
[2022-04-01 18:52:20 main:574] : INFO : Epoch 1717 | loss: 0.0311517 | val_loss: 0.031159 | Time: 1508.89 ms
[2022-04-01 18:52:22 main:574] : INFO : Epoch 1718 | loss: 0.0311501 | val_loss: 0.0311603 | Time: 1543.49 ms
[2022-04-01 18:52:23 main:574] : INFO : Epoch 1719 | loss: 0.0311495 | val_loss: 0.0311578 | Time: 1537.43 ms
[2022-04-01 18:52:25 main:574] : INFO : Epoch 1720 | loss: 0.0311478 | val_loss: 0.031159 | Time: 1628.26 ms
[2022-04-01 18:52:27 main:574] : INFO : Epoch 1721 | loss: 0.0311486 | val_loss: 0.0311595 | Time: 1557.18 ms
[2022-04-01 18:52:28 main:574] : INFO : Epoch 1722 | loss: 0.0311498 | val_loss: 0.0311582 | Time: 1551.32 ms
[2022-04-01 18:52:30 main:574] : INFO : Epoch 1723 | loss: 0.0311497 | val_loss: 0.0311578 | Time: 1489.72 ms
[2022-04-01 18:52:31 main:574] : INFO : Epoch 1724 | loss: 0.0311505 | val_loss: 0.0311632 | Time: 1526.01 ms
[2022-04-01 18:52:33 main:574] : INFO : Epoch 1725 | loss: 0.0311507 | val_loss: 0.0311629 | Time: 1563.73 ms
[2022-04-01 18:52:35 main:574] : INFO : Epoch 1726 | loss: 0.0311511 | val_loss: 0.0311627 | Time: 1547.47 ms
[2022-04-01 18:52:36 main:574] : INFO : Epoch 1727 | loss: 0.0311517 | val_loss: 0.0311603 | Time: 1510.6 ms
[2022-04-01 18:52:38 main:574] : INFO : Epoch 1728 | loss: 0.0311504 | val_loss: 0.0311619 | Time: 1475.65 ms
[2022-04-01 18:52:39 main:574] : INFO : Epoch 1729 | loss: 0.0311511 | val_loss: 0.0311634 | Time: 1638.61 ms
[2022-04-01 18:52:41 main:574] : INFO : Epoch 1730 | loss: 0.0311524 | val_loss: 0.0311606 | Time: 1478.26 ms
[2022-04-01 18:52:43 main:574] : INFO : Epoch 1731 | loss: 0.0311517 | val_loss: 0.0311602 | Time: 1520.31 ms
[2022-04-01 18:52:44 main:574] : INFO : Epoch 1732 | loss: 0.0311509 | val_loss: 0.0311589 | Time: 1525.2 ms
[2022-04-01 18:52:46 main:574] : INFO : Epoch 1733 | loss: 0.0311509 | val_loss: 0.0311597 | Time: 1592.07 ms
[2022-04-01 18:52:47 main:574] : INFO : Epoch 1734 | loss: 0.0311508 | val_loss: 0.0311598 | Time: 1553.88 ms
[2022-04-01 18:52:49 main:574] : INFO : Epoch 1735 | loss: 0.0311497 | val_loss: 0.0311596 | Time: 1464.98 ms
[2022-04-01 18:52:50 main:574] : INFO : Epoch 1736 | loss: 0.0311502 | val_loss: 0.0311629 | Time: 1528.28 ms
[2022-04-01 18:52:52 main:574] : INFO : Epoch 1737 | loss: 0.0311483 | val_loss: 0.0311626 | Time: 1528.8 ms
[2022-04-01 18:52:54 main:574] : INFO : Epoch 1738 | loss: 0.0311492 | val_loss: 0.0311609 | Time: 1572.33 ms
[2022-04-01 18:52:55 main:574] : INFO : Epoch 1739 | loss: 0.0311482 | val_loss: 0.0311643 | Time: 1552.13 ms
[2022-04-01 18:52:57 main:574] : INFO : Epoch 1740 | loss: 0.0311491 | val_loss: 0.0311625 | Time: 1625.69 ms
[2022-04-01 18:52:59 main:574] : INFO : Epoch 1741 | loss: 0.0311522 | val_loss: 0.0311647 | Time: 1500.63 ms
[2022-04-01 18:53:00 main:574] : INFO : Epoch 1742 | loss: 0.0311519 | val_loss: 0.0311639 | Time: 1495.77 ms
[2022-04-01 18:53:02 main:574] : INFO : Epoch 1743 | loss: 0.0311526 | val_loss: 0.0311654 | Time: 1479.84 ms
[2022-04-01 18:53:03 main:574] : INFO : Epoch 1744 | loss: 0.0311506 | val_loss: 0.031164 | Time: 1544.56 ms
[2022-04-01 18:53:05 main:574] : INFO : Epoch 1745 | loss: 0.0311503 | val_loss: 0.031167 | Time: 1490.47 ms
[2022-04-01 18:53:06 main:574] : INFO : Epoch 1746 | loss: 0.0311528 | val_loss: 0.0311615 | Time: 1528.95 ms
[2022-04-01 18:53:08 main:574] : INFO : Epoch 1747 | loss: 0.0311511 | val_loss: 0.0311618 | Time: 1591.24 ms
[2022-04-01 18:53:10 main:574] : INFO : Epoch 1748 | loss: 0.0311506 | val_loss: 0.0311621 | Time: 1564.14 ms
[2022-04-01 18:53:11 main:574] : INFO : Epoch 1749 | loss: 0.0311505 | val_loss: 0.0311611 | Time: 1491.2 ms
[2022-04-01 18:53:13 main:574] : INFO : Epoch 1750 | loss: 0.0311504 | val_loss: 0.0311591 | Time: 1486.01 ms
[2022-04-01 18:53:15 main:574] : INFO : Epoch 1751 | loss: 0.0311484 | val_loss: 0.0311594 | Time: 1559.32 ms
[2022-04-01 18:53:16 main:574] : INFO : Epoch 1752 | loss: 0.0311493 | val_loss: 0.0311608 | Time: 1571.85 ms
[2022-04-01 18:53:18 main:574] : INFO : Epoch 1753 | loss: 0.0311484 | val_loss: 0.031162 | Time: 1528.24 ms
[2022-04-01 18:53:19 main:574] : INFO : Epoch 1754 | loss: 0.0311479 | val_loss: 0.0311637 | Time: 1535.28 ms
[2022-04-01 18:53:21 main:574] : INFO : Epoch 1755 | loss: 0.0311499 | val_loss: 0.0311642 | Time: 1580.73 ms
[2022-04-01 18:53:23 main:574] : INFO : Epoch 1756 | loss: 0.0311499 | val_loss: 0.0311611 | Time: 1624.97 ms
[2022-04-01 18:53:24 main:574] : INFO : Epoch 1757 | loss: 0.0311488 | val_loss: 0.0311592 | Time: 1627.79 ms
[2022-04-01 18:53:26 main:574] : INFO : Epoch 1758 | loss: 0.0311481 | val_loss: 0.0311602 | Time: 1729.38 ms
[2022-04-01 18:53:28 main:574] : INFO : Epoch 1759 | loss: 0.0311475 | val_loss: 0.0311597 | Time: 1540.82 ms
[2022-04-01 18:53:29 main:574] : INFO : Epoch 1760 | loss: 0.0311489 | val_loss: 0.0311629 | Time: 1564.35 ms
[2022-04-01 18:53:31 main:574] : INFO : Epoch 1761 | loss: 0.0311473 | val_loss: 0.0311596 | Time: 1517.06 ms
[2022-04-01 18:53:32 main:574] : INFO : Epoch 1762 | loss: 0.031147 | val_loss: 0.0311606 | Time: 1533.67 ms
[2022-04-01 18:53:34 main:574] : INFO : Epoch 1763 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 1540.32 ms
[2022-04-01 18:53:36 main:574] : INFO : Epoch 1764 | loss: 0.0311506 | val_loss: 0.0311603 | Time: 1521.5 ms
[2022-04-01 18:53:37 main:574] : INFO : Epoch 1765 | loss: 0.0311488 | val_loss: 0.0311621 | Time: 1593.94 ms
[2022-04-01 18:53:39 main:574] : INFO : Epoch 1766 | loss: 0.0311476 | val_loss: 0.0311614 | Time: 1551.94 ms
[2022-04-01 18:53:40 main:574] : INFO : Epoch 1767 | loss: 0.0311479 | val_loss: 0.0311609 | Time: 1524.1 ms
[2022-04-01 18:53:42 main:574] : INFO : Epoch 1768 | loss: 0.0311487 | val_loss: 0.0311617 | Time: 1557.34 ms
[2022-04-01 18:53:44 main:574] : INFO : Epoch 1769 | loss: 0.0311507 | val_loss: 0.0311584 | Time: 1538.14 ms
[2022-04-01 18:53:45 main:574] : INFO : Epoch 1770 | loss: 0.0311499 | val_loss: 0.031164 | Time: 1554.68 ms
[2022-04-01 18:53:47 main:574] : INFO : Epoch 1771 | loss: 0.031149 | val_loss: 0.031159 | Time: 1567.57 ms
[2022-04-01 18:53:48 main:574] : INFO : Epoch 1772 | loss: 0.0311496 | val_loss: 0.0311584 | Time: 1490.08 ms
[2022-04-01 18:53:50 main:574] : INFO : Epoch 1773 | loss: 0.031149 | val_loss: 0.031159 | Time: 1595.14 ms
[2022-04-01 18:53:52 main:574] : INFO : Epoch 1774 | loss: 0.0311476 | val_loss: 0.0311599 | Time: 1574.2 ms
[2022-04-01 18:53:53 main:574] : INFO : Epoch 1775 | loss: 0.0311471 | val_loss: 0.0311617 | Time: 1520.57 ms
[2022-04-01 18:53:55 main:574] : INFO : Epoch 1776 | loss: 0.0311502 | val_loss: 0.031162 | Time: 1534.96 ms
[2022-04-01 18:53:56 main:574] : INFO : Epoch 1777 | loss: 0.0311498 | val_loss: 0.0311588 | Time: 1570.76 ms
[2022-04-01 18:53:58 main:574] : INFO : Epoch 1778 | loss: 0.0311478 | val_loss: 0.0311619 | Time: 1538.01 ms
[2022-04-01 18:54:00 main:574] : INFO : Epoch 1779 | loss: 0.0311531 | val_loss: 0.0311647 | Time: 1562.23 ms
[2022-04-01 18:54:01 main:574] : INFO : Epoch 1780 | loss: 0.0311525 | val_loss: 0.0311642 | Time: 1516.16 ms
[2022-04-01 18:54:03 main:574] : INFO : Epoch 1781 | loss: 0.0311503 | val_loss: 0.0311621 | Time: 1503.52 ms
[2022-04-01 18:54:04 main:574] : INFO : Epoch 1782 | loss: 0.0311475 | val_loss: 0.0311597 | Time: 1478.44 ms
[2022-04-01 18:54:06 main:574] : INFO : Epoch 1783 | loss: 0.031149 | val_loss: 0.0311632 | Time: 1602.61 ms
[2022-04-01 18:54:07 main:574] : INFO : Epoch 1784 | loss: 0.031153 | val_loss: 0.031165 | Time: 1536.76 ms
[2022-04-01 18:54:09 main:574] : INFO : Epoch 1785 | loss: 0.0311504 | val_loss: 0.0311599 | Time: 1529.71 ms
[2022-04-01 18:54:11 main:574] : INFO : Epoch 1786 | loss: 0.0311479 | val_loss: 0.0311638 | Time: 1600.53 ms
[2022-04-01 18:54:12 main:574] : INFO : Epoch 1787 | loss: 0.031149 | val_loss: 0.0311673 | Time: 1527.65 ms
[2022-04-01 18:54:14 main:574] : INFO : Epoch 1788 | loss: 0.0311535 | val_loss: 0.0311577 | Time: 1544.77 ms
[2022-04-01 18:54:16 main:574] : INFO : Epoch 1789 | loss: 0.0311497 | val_loss: 0.0311609 | Time: 1484.19 ms
[2022-04-01 18:54:17 main:574] : INFO : Epoch 1790 | loss: 0.0311501 | val_loss: 0.0311554 | Time: 1542.39 ms
[2022-04-01 18:54:19 main:574] : INFO : Epoch 1791 | loss: 0.0311478 | val_loss: 0.0311552 | Time: 1539.57 ms
[2022-04-01 18:54:21 main:574] : INFO : Epoch 1792 | loss: 0.0311463 | val_loss: 0.0311536 | Time: 1721.83 ms
[2022-04-01 18:54:22 main:574] : INFO : Epoch 1793 | loss: 0.0311463 | val_loss: 0.0311565 | Time: 1541.24 ms
[2022-04-01 18:54:24 main:574] : INFO : Epoch 1794 | loss: 0.0311453 | val_loss: 0.0311544 | Time: 1554 ms
[2022-04-01 18:54:25 main:574] : INFO : Epoch 1795 | loss: 0.0311465 | val_loss: 0.0311598 | Time: 1529.47 ms
[2022-04-01 18:54:27 main:574] : INFO : Epoch 1796 | loss: 0.0311482 | val_loss: 0.0311604 | Time: 1538.75 ms
[2022-04-01 18:54:28 main:574] : INFO : Epoch 1797 | loss: 0.0311461 | val_loss: 0.0311587 | Time: 1545.26 ms
[2022-04-01 18:54:30 main:574] : INFO : Epoch 1798 | loss: 0.0311461 | val_loss: 0.0311592 | Time: 1538.19 ms
[2022-04-01 18:54:32 main:574] : INFO : Epoch 1799 | loss: 0.0311449 | val_loss: 0.0311577 | Time: 1560.01 ms
[2022-04-01 18:54:33 main:574] : INFO : Epoch 1800 | loss: 0.0311457 | val_loss: 0.0311576 | Time: 1531.51 ms
[2022-04-01 18:54:35 main:574] : INFO : Epoch 1801 | loss: 0.0311455 | val_loss: 0.0311593 | Time: 1556.73 ms
[2022-04-01 18:54:36 main:574] : INFO : Epoch 1802 | loss: 0.0311462 | val_loss: 0.0311577 | Time: 1555.05 ms
[2022-04-01 18:54:38 main:574] : INFO : Epoch 1803 | loss: 0.0311451 | val_loss: 0.0311573 | Time: 1589.31 ms
[2022-04-01 18:54:40 main:574] : INFO : Epoch 1804 | loss: 0.0311444 | val_loss: 0.0311608 | Time: 1513.63 ms
[2022-04-01 18:54:41 main:574] : INFO : Epoch 1805 | loss: 0.0311452 | val_loss: 0.0311576 | Time: 1526.31 ms
[2022-04-01 18:54:43 main:574] : INFO : Epoch 1806 | loss: 0.0311446 | val_loss: 0.0311561 | Time: 1555.79 ms
[2022-04-01 18:54:44 main:574] : INFO : Epoch 1807 | loss: 0.0311438 | val_loss: 0.0311576 | Time: 1491.54 ms
[2022-04-01 18:54:46 main:574] : INFO : Epoch 1808 | loss: 0.0311427 | val_loss: 0.0311566 | Time: 1530.35 ms
[2022-04-01 18:54:48 main:574] : INFO : Epoch 1809 | loss: 0.0311406 | val_loss: 0.0311586 | Time: 1507.13 ms
[2022-04-01 18:54:49 main:574] : INFO : Epoch 1810 | loss: 0.0311405 | val_loss: 0.0311573 | Time: 1618.82 ms
[2022-04-01 18:54:51 main:574] : INFO : Epoch 1811 | loss: 0.03114 | val_loss: 0.0311595 | Time: 1579.3 ms
[2022-04-01 18:54:53 main:574] : INFO : Epoch 1812 | loss: 0.0311397 | val_loss: 0.0311599 | Time: 1538.5 ms
[2022-04-01 18:54:54 main:574] : INFO : Epoch 1813 | loss: 0.0311417 | val_loss: 0.0311624 | Time: 1545.79 ms
[2022-04-01 18:54:56 main:574] : INFO : Epoch 1814 | loss: 0.0311494 | val_loss: 0.0311638 | Time: 1528.6 ms
[2022-04-01 18:54:58 main:574] : INFO : Epoch 1815 | loss: 0.0311486 | val_loss: 0.0311641 | Time: 1560.13 ms
[2022-04-01 18:54:59 main:574] : INFO : Epoch 1816 | loss: 0.0311497 | val_loss: 0.031163 | Time: 1537.75 ms
[2022-04-01 18:55:01 main:574] : INFO : Epoch 1817 | loss: 0.0311475 | val_loss: 0.0311607 | Time: 1523.41 ms
[2022-04-01 18:55:02 main:574] : INFO : Epoch 1818 | loss: 0.0311464 | val_loss: 0.0311605 | Time: 1616.04 ms
[2022-04-01 18:55:04 main:574] : INFO : Epoch 1819 | loss: 0.0311441 | val_loss: 0.0311581 | Time: 1599.06 ms
[2022-04-01 18:55:06 main:574] : INFO : Epoch 1820 | loss: 0.0311444 | val_loss: 0.031161 | Time: 1519.61 ms
[2022-04-01 18:55:07 main:574] : INFO : Epoch 1821 | loss: 0.0311421 | val_loss: 0.0311575 | Time: 1513.2 ms
[2022-04-01 18:55:09 main:574] : INFO : Epoch 1822 | loss: 0.0311416 | val_loss: 0.0311585 | Time: 1600.63 ms
[2022-04-01 18:55:10 main:574] : INFO : Epoch 1823 | loss: 0.0311413 | val_loss: 0.0311581 | Time: 1506.61 ms
[2022-04-01 18:55:12 main:574] : INFO : Epoch 1824 | loss: 0.0311413 | val_loss: 0.0311568 | Time: 1567.01 ms
[2022-04-01 18:55:14 main:574] : INFO : Epoch 1825 | loss: 0.0311437 | val_loss: 0.031161 | Time: 1565.24 ms
[2022-04-01 18:55:15 main:574] : INFO : Epoch 1826 | loss: 0.0311437 | val_loss: 0.0311577 | Time: 1551.05 ms
[2022-04-01 18:55:17 main:574] : INFO : Epoch 1827 | loss: 0.0311426 | val_loss: 0.0311584 | Time: 1522.37 ms
[2022-04-01 18:55:18 main:574] : INFO : Epoch 1828 | loss: 0.0311407 | val_loss: 0.0311596 | Time: 1503.61 ms
[2022-04-01 18:55:20 main:574] : INFO : Epoch 1829 | loss: 0.0311455 | val_loss: 0.0311588 | Time: 1668.47 ms
[2022-04-01 18:55:22 main:574] : INFO : Epoch 1830 | loss: 0.0311446 | val_loss: 0.0311594 | Time: 1484.5 ms
[2022-04-01 18:55:23 main:574] : INFO : Epoch 1831 | loss: 0.0311425 | val_loss: 0.0311586 | Time: 1511.81 ms
[2022-04-01 18:55:25 main:574] : INFO : Epoch 1832 | loss: 0.0311432 | val_loss: 0.0311602 | Time: 1473.65 ms
[2022-04-01 18:55:26 main:574] : INFO : Epoch 1833 | loss: 0.0311426 | val_loss: 0.0311576 | Time: 1549.07 ms
[2022-04-01 18:55:28 main:574] : INFO : Epoch 1834 | loss: 0.0311431 | val_loss: 0.0311586 | Time: 1528.47 ms
[2022-04-01 18:55:29 main:574] : INFO : Epoch 1835 | loss: 0.0311434 | val_loss: 0.0311601 | Time: 1539.57 ms
[2022-04-01 18:55:31 main:574] : INFO : Epoch 1836 | loss: 0.0311423 | val_loss: 0.0311628 | Time: 1513.29 ms
[2022-04-01 18:55:33 main:574] : INFO : Epoch 1837 | loss: 0.031146 | val_loss: 0.0311624 | Time: 1542.68 ms
[2022-04-01 18:55:34 main:574] : INFO : Epoch 1838 | loss: 0.031143 | val_loss: 0.0311576 | Time: 1646 ms
[2022-04-01 18:55:36 main:574] : INFO : Epoch 1839 | loss: 0.0311462 | val_loss: 0.0311616 | Time: 1546.4 ms
[2022-04-01 18:55:37 main:574] : INFO : Epoch 1840 | loss: 0.0311466 | val_loss: 0.0311593 | Time: 1489.49 ms
[2022-04-01 18:55:39 main:574] : INFO : Epoch 1841 | loss: 0.0311474 | val_loss: 0.0311641 | Time: 1522.42 ms
[2022-04-01 18:55:40 main:574] : INFO : Epoch 1842 | loss: 0.0311464 | val_loss: 0.0311591 | Time: 1561.29 ms
[2022-04-01 18:55:42 main:574] : INFO : Epoch 1843 | loss: 0.0311453 | val_loss: 0.031158 | Time: 1521.44 ms
[2022-04-01 18:55:44 main:574] : INFO : Epoch 1844 | loss: 0.0311446 | val_loss: 0.0311589 | Time: 1522.81 ms
[2022-04-01 18:55:45 main:574] : INFO : Epoch 1845 | loss: 0.0311438 | val_loss: 0.0311612 | Time: 1531.03 ms
[2022-04-01 18:55:47 main:574] : INFO : Epoch 1846 | loss: 0.0311439 | val_loss: 0.0311593 | Time: 1507.4 ms
[2022-04-01 18:55:49 main:574] : INFO : Epoch 1847 | loss: 0.0311434 | val_loss: 0.0311566 | Time: 1687.12 ms
[2022-04-01 18:55:50 main:574] : INFO : Epoch 1848 | loss: 0.0311425 | val_loss: 0.0311606 | Time: 1565.66 ms
[2022-04-01 18:55:52 main:574] : INFO : Epoch 1849 | loss: 0.0311537 | val_loss: 0.0311681 | Time: 1567.86 ms
[2022-04-01 18:55:53 main:574] : INFO : Epoch 1850 | loss: 0.0311561 | val_loss: 0.031166 | Time: 1500.13 ms
[2022-04-01 18:55:55 main:574] : INFO : Epoch 1851 | loss: 0.0311542 | val_loss: 0.0311719 | Time: 1520.95 ms
[2022-04-01 18:55:57 main:574] : INFO : Epoch 1852 | loss: 0.0311572 | val_loss: 0.0311646 | Time: 1519.55 ms
[2022-04-01 18:55:58 main:574] : INFO : Epoch 1853 | loss: 0.0311527 | val_loss: 0.031165 | Time: 1553.87 ms
[2022-04-01 18:56:00 main:574] : INFO : Epoch 1854 | loss: 0.0311581 | val_loss: 0.0311648 | Time: 1557.46 ms
[2022-04-01 18:56:01 main:574] : INFO : Epoch 1855 | loss: 0.0311548 | val_loss: 0.0311684 | Time: 1537.5 ms
[2022-04-01 18:56:03 main:574] : INFO : Epoch 1856 | loss: 0.0311527 | val_loss: 0.0311618 | Time: 1656.13 ms
[2022-04-01 18:56:05 main:574] : INFO : Epoch 1857 | loss: 0.0311515 | val_loss: 0.0311642 | Time: 1580.32 ms
[2022-04-01 18:56:06 main:574] : INFO : Epoch 1858 | loss: 0.0311503 | val_loss: 0.0311623 | Time: 1508.71 ms
[2022-04-01 18:56:08 main:574] : INFO : Epoch 1859 | loss: 0.0311509 | val_loss: 0.0311605 | Time: 1535.63 ms
[2022-04-01 18:56:10 main:574] : INFO : Epoch 1860 | loss: 0.0311485 | val_loss: 0.0311635 | Time: 1553.33 ms
[2022-04-01 18:56:11 main:574] : INFO : Epoch 1861 | loss: 0.0311518 | val_loss: 0.0311682 | Time: 1532.22 ms
[2022-04-01 18:56:13 main:574] : INFO : Epoch 1862 | loss: 0.0311539 | val_loss: 0.0311621 | Time: 1556.9 ms
[2022-04-01 18:56:14 main:574] : INFO : Epoch 1863 | loss: 0.0311502 | val_loss: 0.0311612 | Time: 1549.98 ms
[2022-04-01 18:56:16 main:574] : INFO : Epoch 1864 | loss: 0.0311486 | val_loss: 0.0311616 | Time: 1556.82 ms
[2022-04-01 18:56:18 main:574] : INFO : Epoch 1865 | loss: 0.0311486 | val_loss: 0.0311631 | Time: 1614.01 ms
[2022-04-01 18:56:19 main:574] : INFO : Epoch 1866 | loss: 0.0311467 | val_loss: 0.031157 | Time: 1519.49 ms
[2022-04-01 18:56:21 main:574] : INFO : Epoch 1867 | loss: 0.0311472 | val_loss: 0.0311626 | Time: 1529.84 ms
[2022-04-01 18:56:22 main:574] : INFO : Epoch 1868 | loss: 0.0311623 | val_loss: 0.031169 | Time: 1549.45 ms
[2022-04-01 18:56:24 main:574] : INFO : Epoch 1869 | loss: 0.0311645 | val_loss: 0.0311612 | Time: 1501.33 ms
[2022-04-01 18:56:26 main:574] : INFO : Epoch 1870 | loss: 0.0311601 | val_loss: 0.0311588 | Time: 1544.68 ms
[2022-04-01 18:56:27 main:574] : INFO : Epoch 1871 | loss: 0.031159 | val_loss: 0.0311581 | Time: 1538.95 ms
[2022-04-01 18:56:29 main:574] : INFO : Epoch 1872 | loss: 0.0311574 | val_loss: 0.0311587 | Time: 1495.13 ms
[2022-04-01 18:56:30 main:574] : INFO : Epoch 1873 | loss: 0.0311558 | val_loss: 0.0311613 | Time: 1524.19 ms
[2022-04-01 18:56:32 main:574] : INFO : Epoch 1874 | loss: 0.0311549 | val_loss: 0.0311613 | Time: 1684.91 ms
[2022-04-01 18:56:34 main:574] : INFO : Epoch 1875 | loss: 0.0311563 | val_loss: 0.0311595 | Time: 1494.68 ms
[2022-04-01 18:56:35 main:574] : INFO : Epoch 1876 | loss: 0.0311545 | val_loss: 0.0311615 | Time: 1565.6 ms
[2022-04-01 18:56:37 main:574] : INFO : Epoch 1877 | loss: 0.0311538 | val_loss: 0.0311605 | Time: 1561.29 ms
[2022-04-01 18:56:38 main:574] : INFO : Epoch 1878 | loss: 0.0311523 | val_loss: 0.0311587 | Time: 1492.13 ms
[2022-04-01 18:56:40 main:574] : INFO : Epoch 1879 | loss: 0.0311516 | val_loss: 0.0311616 | Time: 1495.92 ms
[2022-04-01 18:56:42 main:574] : INFO : Epoch 1880 | loss: 0.0311515 | val_loss: 0.0311605 | Time: 1579.69 ms
[2022-04-01 18:56:44 main:574] : INFO : Epoch 1881 | loss: 0.0311514 | val_loss: 0.0311606 | Time: 1741.04 ms
[2022-04-01 18:56:45 main:574] : INFO : Epoch 1882 | loss: 0.0311511 | val_loss: 0.0311612 | Time: 1541.07 ms
[2022-04-01 18:56:47 main:574] : INFO : Epoch 1883 | loss: 0.0311499 | val_loss: 0.031159 | Time: 1627.23 ms
[2022-04-01 18:56:48 main:574] : INFO : Epoch 1884 | loss: 0.0311511 | val_loss: 0.0311667 | Time: 1525.97 ms
[2022-04-01 18:56:50 main:574] : INFO : Epoch 1885 | loss: 0.0311511 | val_loss: 0.0311586 | Time: 1546.6 ms
[2022-04-01 18:56:52 main:574] : INFO : Epoch 1886 | loss: 0.0311505 | val_loss: 0.0311593 | Time: 1518.3 ms
[2022-04-01 18:56:53 main:574] : INFO : Epoch 1887 | loss: 0.0311519 | val_loss: 0.0311624 | Time: 1535.17 ms
[2022-04-01 18:56:55 main:574] : INFO : Epoch 1888 | loss: 0.0311518 | val_loss: 0.0311602 | Time: 1595.51 ms
[2022-04-01 18:56:57 main:574] : INFO : Epoch 1889 | loss: 0.0311497 | val_loss: 0.0311591 | Time: 1538.51 ms
[2022-04-01 18:56:58 main:574] : INFO : Epoch 1890 | loss: 0.0311504 | val_loss: 0.0311615 | Time: 1579.12 ms
[2022-04-01 18:57:00 main:574] : INFO : Epoch 1891 | loss: 0.0311498 | val_loss: 0.0311632 | Time: 1547.53 ms
[2022-04-01 18:57:01 main:574] : INFO : Epoch 1892 | loss: 0.0311515 | val_loss: 0.0311589 | Time: 1660.05 ms
[2022-04-01 18:57:03 main:574] : INFO : Epoch 1893 | loss: 0.0311521 | val_loss: 0.0311599 | Time: 1517.33 ms
[2022-04-01 18:57:05 main:574] : INFO : Epoch 1894 | loss: 0.0311544 | val_loss: 0.03116 | Time: 1538.2 ms
[2022-04-01 18:57:06 main:574] : INFO : Epoch 1895 | loss: 0.0311535 | val_loss: 0.0311595 | Time: 1552.15 ms
[2022-04-01 18:57:08 main:574] : INFO : Epoch 1896 | loss: 0.0311529 | val_loss: 0.0311586 | Time: 1561.32 ms
[2022-04-01 18:57:10 main:574] : INFO : Epoch 1897 | loss: 0.0311524 | val_loss: 0.03116 | Time: 1580.28 ms
[2022-04-01 18:57:11 main:574] : INFO : Epoch 1898 | loss: 0.031152 | val_loss: 0.0311599 | Time: 1518.33 ms
[2022-04-01 18:57:13 main:574] : INFO : Epoch 1899 | loss: 0.0311531 | val_loss: 0.0311605 | Time: 1532.38 ms
[2022-04-01 18:57:14 main:574] : INFO : Epoch 1900 | loss: 0.0311508 | val_loss: 0.0311615 | Time: 1522.68 ms
[2022-04-01 18:57:16 main:574] : INFO : Epoch 1901 | loss: 0.031149 | val_loss: 0.0311578 | Time: 1605.17 ms
[2022-04-01 18:57:18 main:574] : INFO : Epoch 1902 | loss: 0.0311471 | val_loss: 0.0311567 | Time: 1515.5 ms
[2022-04-01 18:57:19 main:574] : INFO : Epoch 1903 | loss: 0.0311467 | val_loss: 0.0311568 | Time: 1609.67 ms
[2022-04-01 18:57:21 main:574] : INFO : Epoch 1904 | loss: 0.0311477 | val_loss: 0.0311594 | Time: 1535.64 ms
[2022-04-01 18:57:23 main:574] : INFO : Epoch 1905 | loss: 0.0311459 | val_loss: 0.0311569 | Time: 1549.96 ms
[2022-04-01 18:57:24 main:574] : INFO : Epoch 1906 | loss: 0.0311453 | val_loss: 0.0311587 | Time: 1543.63 ms
[2022-04-01 18:57:26 main:574] : INFO : Epoch 1907 | loss: 0.0311449 | val_loss: 0.0311561 | Time: 1555.58 ms
[2022-04-01 18:57:28 main:574] : INFO : Epoch 1908 | loss: 0.0311454 | val_loss: 0.0311562 | Time: 1555.76 ms
[2022-04-01 18:57:29 main:574] : INFO : Epoch 1909 | loss: 0.031146 | val_loss: 0.0311551 | Time: 1501.82 ms
[2022-04-01 18:57:31 main:574] : INFO : Epoch 1910 | loss: 0.0311449 | val_loss: 0.0311574 | Time: 1636.71 ms
[2022-04-01 18:57:32 main:574] : INFO : Epoch 1911 | loss: 0.031147 | val_loss: 0.0311594 | Time: 1560.12 ms
[2022-04-01 18:57:34 main:574] : INFO : Epoch 1912 | loss: 0.0311471 | val_loss: 0.0311575 | Time: 1486.22 ms
[2022-04-01 18:57:36 main:574] : INFO : Epoch 1913 | loss: 0.0311466 | val_loss: 0.0311572 | Time: 1537.19 ms
[2022-04-01 18:57:37 main:574] : INFO : Epoch 1914 | loss: 0.0311459 | val_loss: 0.0311576 | Time: 1537.49 ms
[2022-04-01 18:57:39 main:574] : INFO : Epoch 1915 | loss: 0.0311475 | val_loss: 0.0311597 | Time: 1551.39 ms
[2022-04-01 18:57:40 main:574] : INFO : Epoch 1916 | loss: 0.0311484 | val_loss: 0.0311561 | Time: 1529.98 ms
[2022-04-01 18:57:42 main:574] : INFO : Epoch 1917 | loss: 0.0311461 | val_loss: 0.0311579 | Time: 1506.22 ms
[2022-04-01 18:57:44 main:574] : INFO : Epoch 1918 | loss: 0.0311451 | val_loss: 0.0311563 | Time: 1563.81 ms
[2022-04-01 18:57:45 main:574] : INFO : Epoch 1919 | loss: 0.0311469 | val_loss: 0.0311584 | Time: 1648.38 ms
[2022-04-01 18:57:47 main:574] : INFO : Epoch 1920 | loss: 0.031147 | val_loss: 0.0311587 | Time: 1505.99 ms
[2022-04-01 18:57:48 main:574] : INFO : Epoch 1921 | loss: 0.031145 | val_loss: 0.0311578 | Time: 1490.1 ms
[2022-04-01 18:57:50 main:574] : INFO : Epoch 1922 | loss: 0.0311431 | val_loss: 0.0311568 | Time: 1616.37 ms
[2022-04-01 18:57:52 main:574] : INFO : Epoch 1923 | loss: 0.0311445 | val_loss: 0.0311564 | Time: 1529.38 ms
[2022-04-01 18:57:53 main:574] : INFO : Epoch 1924 | loss: 0.0311447 | val_loss: 0.0311533 | Time: 1530.1 ms
[2022-04-01 18:57:55 main:574] : INFO : Epoch 1925 | loss: 0.0311437 | val_loss: 0.0311545 | Time: 1555.86 ms
[2022-04-01 18:57:57 main:574] : INFO : Epoch 1926 | loss: 0.0311436 | val_loss: 0.0311549 | Time: 1542.74 ms
[2022-04-01 18:57:58 main:574] : INFO : Epoch 1927 | loss: 0.0311428 | val_loss: 0.0311536 | Time: 1508.23 ms
[2022-04-01 18:58:00 main:574] : INFO : Epoch 1928 | loss: 0.0311434 | val_loss: 0.0311539 | Time: 1721.18 ms
[2022-04-01 18:58:01 main:574] : INFO : Epoch 1929 | loss: 0.031143 | val_loss: 0.0311532 | Time: 1491.76 ms
[2022-04-01 18:58:03 main:574] : INFO : Epoch 1930 | loss: 0.031143 | val_loss: 0.0311557 | Time: 1554.17 ms
[2022-04-01 18:58:05 main:574] : INFO : Epoch 1931 | loss: 0.0311442 | val_loss: 0.0311536 | Time: 1502.67 ms
[2022-04-01 18:58:06 main:574] : INFO : Epoch 1932 | loss: 0.0311434 | val_loss: 0.0311572 | Time: 1566.09 ms
[2022-04-01 18:58:08 main:574] : INFO : Epoch 1933 | loss: 0.0311465 | val_loss: 0.0311577 | Time: 1490.11 ms
[2022-04-01 18:58:09 main:574] : INFO : Epoch 1934 | loss: 0.0311484 | val_loss: 0.0311564 | Time: 1515.82 ms
[2022-04-01 18:58:11 main:574] : INFO : Epoch 1935 | loss: 0.0311497 | val_loss: 0.0311558 | Time: 1529.61 ms
[2022-04-01 18:58:12 main:574] : INFO : Epoch 1936 | loss: 0.0311478 | val_loss: 0.0311593 | Time: 1513.47 ms
[2022-04-01 18:58:14 main:574] : INFO : Epoch 1937 | loss: 0.0311474 | val_loss: 0.0311593 | Time: 1640.09 ms
[2022-04-01 18:58:16 main:574] : INFO : Epoch 1938 | loss: 0.0311476 | val_loss: 0.0311598 | Time: 1506.97 ms
[2022-04-01 18:58:17 main:574] : INFO : Epoch 1939 | loss: 0.0311476 | val_loss: 0.0311586 | Time: 1551.29 ms
[2022-04-01 18:58:19 main:574] : INFO : Epoch 1940 | loss: 0.0311467 | val_loss: 0.0311565 | Time: 1494.58 ms
[2022-04-01 18:58:21 main:574] : INFO : Epoch 1941 | loss: 0.0311483 | val_loss: 0.0311599 | Time: 1687.72 ms
[2022-04-01 18:58:22 main:574] : INFO : Epoch 1942 | loss: 0.0311476 | val_loss: 0.0311602 | Time: 1504.53 ms
[2022-04-01 18:58:24 main:574] : INFO : Epoch 1943 | loss: 0.031147 | val_loss: 0.0311575 | Time: 1654.7 ms
[2022-04-01 18:58:25 main:574] : INFO : Epoch 1944 | loss: 0.0311467 | val_loss: 0.031154 | Time: 1548.54 ms
[2022-04-01 18:58:27 main:574] : INFO : Epoch 1945 | loss: 0.0311464 | val_loss: 0.0311563 | Time: 1507.99 ms
[2022-04-01 18:58:29 main:574] : INFO : Epoch 1946 | loss: 0.0311466 | val_loss: 0.0311561 | Time: 1632.58 ms
[2022-04-01 18:58:30 main:574] : INFO : Epoch 1947 | loss: 0.0311451 | val_loss: 0.0311555 | Time: 1501.74 ms
[2022-04-01 18:58:32 main:574] : INFO : Epoch 1948 | loss: 0.031147 | val_loss: 0.0311561 | Time: 1523.32 ms
[2022-04-01 18:58:33 main:574] : INFO : Epoch 1949 | loss: 0.0311461 | val_loss: 0.0311578 | Time: 1539.57 ms
[2022-04-01 18:58:35 main:574] : INFO : Epoch 1950 | loss: 0.0311462 | val_loss: 0.0311587 | Time: 1529.17 ms
[2022-04-01 18:58:36 main:574] : INFO : Epoch 1951 | loss: 0.0311487 | val_loss: 0.0311603 | Time: 1457.38 ms
[2022-04-01 18:58:38 main:574] : INFO : Epoch 1952 | loss: 0.0311468 | val_loss: 0.031156 | Time: 1479.96 ms
[2022-04-01 18:58:40 main:574] : INFO : Epoch 1953 | loss: 0.0311453 | val_loss: 0.0311604 | Time: 1540.82 ms
[2022-04-01 18:58:41 main:574] : INFO : Epoch 1954 | loss: 0.0311482 | val_loss: 0.0311594 | Time: 1561.88 ms
[2022-04-01 18:58:43 main:574] : INFO : Epoch 1955 | loss: 0.0311506 | val_loss: 0.0311644 | Time: 1587.95 ms
[2022-04-01 18:58:45 main:574] : INFO : Epoch 1956 | loss: 0.0311478 | val_loss: 0.0311581 | Time: 1535.76 ms
[2022-04-01 18:58:46 main:574] : INFO : Epoch 1957 | loss: 0.0311463 | val_loss: 0.0311576 | Time: 1514.84 ms
[2022-04-01 18:58:48 main:574] : INFO : Epoch 1958 | loss: 0.0311431 | val_loss: 0.031157 | Time: 1549.12 ms
[2022-04-01 18:58:49 main:574] : INFO : Epoch 1959 | loss: 0.0311428 | val_loss: 0.0311589 | Time: 1540.84 ms
[2022-04-01 18:58:51 main:574] : INFO : Epoch 1960 | loss: 0.0311425 | val_loss: 0.031164 | Time: 1553.11 ms
[2022-04-01 18:58:53 main:574] : INFO : Epoch 1961 | loss: 0.031145 | val_loss: 0.0311564 | Time: 1503.94 ms
[2022-04-01 18:58:54 main:574] : INFO : Epoch 1962 | loss: 0.0311448 | val_loss: 0.0311557 | Time: 1566.31 ms
[2022-04-01 18:58:56 main:574] : INFO : Epoch 1963 | loss: 0.0311426 | val_loss: 0.0311572 | Time: 1539.86 ms
[2022-04-01 18:58:57 main:574] : INFO : Epoch 1964 | loss: 0.0311431 | val_loss: 0.0311578 | Time: 1615.66 ms
[2022-04-01 18:58:59 main:574] : INFO : Epoch 1965 | loss: 0.0311431 | val_loss: 0.0311574 | Time: 1559.21 ms
[2022-04-01 18:59:01 main:574] : INFO : Epoch 1966 | loss: 0.031144 | val_loss: 0.0311599 | Time: 1527.18 ms
[2022-04-01 18:59:02 main:574] : INFO : Epoch 1967 | loss: 0.0311443 | val_loss: 0.0311577 | Time: 1556.08 ms
[2022-04-01 18:59:04 main:574] : INFO : Epoch 1968 | loss: 0.0311438 | val_loss: 0.0311592 | Time: 1532.31 ms
[2022-04-01 18:59:05 main:574] : INFO : Epoch 1969 | loss: 0.0311447 | val_loss: 0.0311587 | Time: 1572.23 ms
[2022-04-01 18:59:07 main:574] : INFO : Epoch 1970 | loss: 0.031144 | val_loss: 0.0311569 | Time: 1529.37 ms
[2022-04-01 18:59:09 main:574] : INFO : Epoch 1971 | loss: 0.0311431 | val_loss: 0.0311606 | Time: 1491.65 ms
[2022-04-01 18:59:10 main:574] : INFO : Epoch 1972 | loss: 0.0311437 | val_loss: 0.0311561 | Time: 1525.16 ms
[2022-04-01 18:59:12 main:574] : INFO : Epoch 1973 | loss: 0.0311435 | val_loss: 0.0311584 | Time: 1520.76 ms
[2022-04-01 18:59:13 main:574] : INFO : Epoch 1974 | loss: 0.0311437 | val_loss: 0.0311575 | Time: 1639.33 ms
[2022-04-01 18:59:15 main:574] : INFO : Epoch 1975 | loss: 0.0311456 | val_loss: 0.0311565 | Time: 1590.29 ms
[2022-04-01 18:59:17 main:574] : INFO : Epoch 1976 | loss: 0.0311518 | val_loss: 0.0311592 | Time: 1495.44 ms
[2022-04-01 18:59:18 main:574] : INFO : Epoch 1977 | loss: 0.0311541 | val_loss: 0.0311578 | Time: 1534.76 ms
[2022-04-01 18:59:20 main:574] : INFO : Epoch 1978 | loss: 0.031151 | val_loss: 0.031153 | Time: 1531 ms
[2022-04-01 18:59:21 main:574] : INFO : Epoch 1979 | loss: 0.0311497 | val_loss: 0.0311544 | Time: 1551.97 ms
[2022-04-01 18:59:23 main:574] : INFO : Epoch 1980 | loss: 0.0311466 | val_loss: 0.0311536 | Time: 1547.38 ms
[2022-04-01 18:59:25 main:574] : INFO : Epoch 1981 | loss: 0.0311439 | val_loss: 0.0311523 | Time: 1535.8 ms
[2022-04-01 18:59:26 main:574] : INFO : Epoch 1982 | loss: 0.0311446 | val_loss: 0.0311551 | Time: 1542.79 ms
[2022-04-01 18:59:28 main:574] : INFO : Epoch 1983 | loss: 0.0311463 | val_loss: 0.0311521 | Time: 1638.78 ms
[2022-04-01 18:59:29 main:574] : INFO : Epoch 1984 | loss: 0.0311466 | val_loss: 0.0311535 | Time: 1532.1 ms
[2022-04-01 18:59:31 main:574] : INFO : Epoch 1985 | loss: 0.031146 | val_loss: 0.0311541 | Time: 1516.54 ms
[2022-04-01 18:59:33 main:574] : INFO : Epoch 1986 | loss: 0.0311455 | val_loss: 0.0311541 | Time: 1506.34 ms
[2022-04-01 18:59:34 main:574] : INFO : Epoch 1987 | loss: 0.0311448 | val_loss: 0.0311543 | Time: 1560.33 ms
[2022-04-01 18:59:36 main:574] : INFO : Epoch 1988 | loss: 0.0311434 | val_loss: 0.0311559 | Time: 1551 ms
[2022-04-01 18:59:37 main:574] : INFO : Epoch 1989 | loss: 0.0311442 | val_loss: 0.0311546 | Time: 1556.85 ms
[2022-04-01 18:59:39 main:574] : INFO : Epoch 1990 | loss: 0.0311436 | val_loss: 0.0311566 | Time: 1469.51 ms
[2022-04-01 18:59:41 main:574] : INFO : Epoch 1991 | loss: 0.0311472 | val_loss: 0.0311609 | Time: 1522.99 ms
[2022-04-01 18:59:42 main:574] : INFO : Epoch 1992 | loss: 0.0311515 | val_loss: 0.0311619 | Time: 1646.87 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1080 Ti)
[2022-04-01 19:03:41 main:435] : INFO : Set logging level to 1
[2022-04-01 19:03:41 main:441] : INFO : Running in BOINC Client mode
[2022-04-01 19:03:41 main:444] : INFO : Resolving all filenames
[2022-04-01 19:03:41 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-01 19:03:41 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-01 19:03:41 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-01 19:03:41 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-01 19:03:41 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-01 19:03:41 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-01 19:03:41 main:474] : INFO : Configuration:
[2022-04-01 19:03:41 main:475] : INFO : Model type: GRU
[2022-04-01 19:03:41 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-01 19:03:41 main:477] : INFO : Max Epochs: 2048
[2022-04-01 19:03:41 main:478] : INFO : Batch Size: 128
[2022-04-01 19:03:41 main:479] : INFO : Learning Rate: 0.01
[2022-04-01 19:03:41 main:480] : INFO : Patience: 10
[2022-04-01 19:03:42 main:481] : INFO : Hidden Width: 12
[2022-04-01 19:03:42 main:482] : INFO : # Recurrent Layers: 4
[2022-04-01 19:03:42 main:483] : INFO : # Backend Layers: 4
[2022-04-01 19:03:42 main:484] : INFO : # Threads: 1
[2022-04-01 19:03:42 main:486] : INFO : Preparing Dataset
[2022-04-01 19:03:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-01 19:03:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-01 19:03:44 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-01 19:03:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-01 19:03:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-01 19:03:44 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-01 19:03:44 main:494] : INFO : Creating Model
[2022-04-01 19:03:44 main:507] : INFO : Preparing config file
[2022-04-01 19:03:44 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-01 19:03:44 main:512] : INFO : Loading config
[2022-04-01 19:03:44 main:514] : INFO : Loading state
[2022-04-01 19:03:45 main:559] : INFO : Loading DataLoader into Memory
[2022-04-01 19:03:45 main:562] : INFO : Starting Training
[2022-04-01 19:03:47 main:574] : INFO : Epoch 1969 | loss: 0.0311759 | val_loss: 0.0311616 | Time: 1796.76 ms
[2022-04-01 19:03:48 main:574] : INFO : Epoch 1970 | loss: 0.0311495 | val_loss: 0.0311556 | Time: 1587.98 ms
[2022-04-01 19:03:50 main:574] : INFO : Epoch 1971 | loss: 0.0311457 | val_loss: 0.0311544 | Time: 1537.57 ms
[2022-04-01 19:03:52 main:574] : INFO : Epoch 1972 | loss: 0.0311462 | val_loss: 0.0311545 | Time: 1557.34 ms
[2022-04-01 19:03:53 main:574] : INFO : Epoch 1973 | loss: 0.031145 | val_loss: 0.0311561 | Time: 1475.83 ms
[2022-04-01 19:03:55 main:574] : INFO : Epoch 1974 | loss: 0.0311461 | val_loss: 0.031154 | Time: 1521.97 ms
[2022-04-01 19:03:56 main:574] : INFO : Epoch 1975 | loss: 0.0311447 | val_loss: 0.031155 | Time: 1504.32 ms
[2022-04-01 19:03:58 main:574] : INFO : Epoch 1976 | loss: 0.0311435 | val_loss: 0.0311565 | Time: 1496.26 ms
[2022-04-01 19:03:59 main:574] : INFO : Epoch 1977 | loss: 0.0311493 | val_loss: 0.0311578 | Time: 1525.87 ms
[2022-04-01 19:04:01 main:574] : INFO : Epoch 1978 | loss: 0.0311531 | val_loss: 0.0311599 | Time: 1561.24 ms
[2022-04-01 19:04:03 main:574] : INFO : Epoch 1979 | loss: 0.0311507 | val_loss: 0.0311579 | Time: 1648.22 ms
[2022-04-01 19:04:04 main:574] : INFO : Epoch 1980 | loss: 0.0311477 | val_loss: 0.0311572 | Time: 1508.54 ms
[2022-04-01 19:04:06 main:574] : INFO : Epoch 1981 | loss: 0.0311466 | val_loss: 0.0311578 | Time: 1529.55 ms
[2022-04-01 19:04:07 main:574] : INFO : Epoch 1982 | loss: 0.0311462 | val_loss: 0.0311574 | Time: 1497.9 ms
[2022-04-01 19:04:09 main:574] : INFO : Epoch 1983 | loss: 0.0311481 | val_loss: 0.0311555 | Time: 1516.66 ms
[2022-04-01 19:04:10 main:574] : INFO : Epoch 1984 | loss: 0.0311452 | val_loss: 0.0311557 | Time: 1497.95 ms
[2022-04-01 19:04:12 main:574] : INFO : Epoch 1985 | loss: 0.0311437 | val_loss: 0.0311524 | Time: 1535.93 ms
[2022-04-01 19:04:14 main:574] : INFO : Epoch 1986 | loss: 0.0311426 | val_loss: 0.031153 | Time: 1511.89 ms
[2022-04-01 19:04:15 main:574] : INFO : Epoch 1987 | loss: 0.031144 | val_loss: 0.0311573 | Time: 1521 ms
[2022-04-01 19:04:17 main:574] : INFO : Epoch 1988 | loss: 0.031143 | val_loss: 0.0311574 | Time: 1605.88 ms
[2022-04-01 19:04:18 main:574] : INFO : Epoch 1989 | loss: 0.0311463 | val_loss: 0.0311575 | Time: 1513.89 ms
[2022-04-01 19:04:20 main:574] : INFO : Epoch 1990 | loss: 0.0311445 | val_loss: 0.0311539 | Time: 1541.74 ms
[2022-04-01 19:04:22 main:574] : INFO : Epoch 1991 | loss: 0.0311431 | val_loss: 0.0311526 | Time: 1529.73 ms
[2022-04-01 19:04:23 main:574] : INFO : Epoch 1992 | loss: 0.0311434 | val_loss: 0.03116 | Time: 1471.92 ms
[2022-04-01 19:04:25 main:574] : INFO : Epoch 1993 | loss: 0.0311468 | val_loss: 0.0311572 | Time: 1523.14 ms
[2022-04-01 19:04:26 main:574] : INFO : Epoch 1994 | loss: 0.0311431 | val_loss: 0.0311562 | Time: 1564.57 ms
[2022-04-01 19:04:28 main:574] : INFO : Epoch 1995 | loss: 0.0311443 | val_loss: 0.0311522 | Time: 1465.27 ms
[2022-04-01 19:04:30 main:574] : INFO : Epoch 1996 | loss: 0.0311438 | val_loss: 0.0311555 | Time: 1514.25 ms
[2022-04-01 19:04:31 main:574] : INFO : Epoch 1997 | loss: 0.0311428 | val_loss: 0.0311524 | Time: 1615.33 ms
[2022-04-01 19:04:33 main:574] : INFO : Epoch 1998 | loss: 0.0311437 | val_loss: 0.0311549 | Time: 1520.97 ms
[2022-04-01 19:04:34 main:574] : INFO : Epoch 1999 | loss: 0.0311433 | val_loss: 0.0311547 | Time: 1505.51 ms
[2022-04-01 19:04:36 main:574] : INFO : Epoch 2000 | loss: 0.0311422 | val_loss: 0.0311547 | Time: 1505.25 ms
[2022-04-01 19:04:37 main:574] : INFO : Epoch 2001 | loss: 0.031144 | val_loss: 0.0311545 | Time: 1501.67 ms
[2022-04-01 19:04:39 main:574] : INFO : Epoch 2002 | loss: 0.0311432 | val_loss: 0.0311533 | Time: 1495.53 ms
[2022-04-01 19:04:41 main:574] : INFO : Epoch 2003 | loss: 0.0311435 | val_loss: 0.0311545 | Time: 1493.9 ms
[2022-04-01 19:04:42 main:574] : INFO : Epoch 2004 | loss: 0.0311421 | val_loss: 0.0311527 | Time: 1666.41 ms
[2022-04-01 19:04:44 main:574] : INFO : Epoch 2005 | loss: 0.031144 | val_loss: 0.0311534 | Time: 1501.26 ms
[2022-04-01 19:04:45 main:574] : INFO : Epoch 2006 | loss: 0.031144 | val_loss: 0.0311551 | Time: 1500.25 ms
[2022-04-01 19:04:47 main:574] : INFO : Epoch 2007 | loss: 0.0311427 | val_loss: 0.0311517 | Time: 1593.35 ms
[2022-04-01 19:04:49 main:574] : INFO : Epoch 2008 | loss: 0.0311411 | val_loss: 0.0311517 | Time: 1542.1 ms
[2022-04-01 19:04:50 main:574] : INFO : Epoch 2009 | loss: 0.0311401 | val_loss: 0.0311504 | Time: 1487.07 ms
[2022-04-01 19:04:52 main:574] : INFO : Epoch 2010 | loss: 0.0311397 | val_loss: 0.0311533 | Time: 1487.71 ms
[2022-04-01 19:04:53 main:574] : INFO : Epoch 2011 | loss: 0.0311414 | val_loss: 0.0311514 | Time: 1513.14 ms
[2022-04-01 19:04:55 main:574] : INFO : Epoch 2012 | loss: 0.0311405 | val_loss: 0.031154 | Time: 1492.86 ms
[2022-04-01 19:04:57 main:574] : INFO : Epoch 2013 | loss: 0.0311448 | val_loss: 0.031159 | Time: 1546.01 ms
[2022-04-01 19:04:58 main:574] : INFO : Epoch 2014 | loss: 0.0311505 | val_loss: 0.0311587 | Time: 1474.09 ms
[2022-04-01 19:05:00 main:574] : INFO : Epoch 2015 | loss: 0.0311508 | val_loss: 0.0311561 | Time: 1537.11 ms
[2022-04-01 19:05:02 main:574] : INFO : Epoch 2016 | loss: 0.0311477 | val_loss: 0.0311572 | Time: 1522.45 ms
[2022-04-01 19:05:03 main:574] : INFO : Epoch 2017 | loss: 0.0311476 | val_loss: 0.0311539 | Time: 1610.05 ms
[2022-04-01 19:05:05 main:574] : INFO : Epoch 2018 | loss: 0.0311464 | val_loss: 0.031151 | Time: 1484.58 ms
[2022-04-01 19:05:06 main:574] : INFO : Epoch 2019 | loss: 0.0311462 | val_loss: 0.0311525 | Time: 1504.5 ms
[2022-04-01 19:05:08 main:574] : INFO : Epoch 2020 | loss: 0.0311459 | val_loss: 0.0311506 | Time: 1614.64 ms
[2022-04-01 19:05:09 main:574] : INFO : Epoch 2021 | loss: 0.031144 | val_loss: 0.0311531 | Time: 1498.52 ms
[2022-04-01 19:05:11 main:574] : INFO : Epoch 2022 | loss: 0.0311441 | val_loss: 0.0311524 | Time: 1503.22 ms
[2022-04-01 19:05:13 main:574] : INFO : Epoch 2023 | loss: 0.0311436 | val_loss: 0.0311583 | Time: 1541.75 ms
[2022-04-01 19:05:14 main:574] : INFO : Epoch 2024 | loss: 0.0311439 | val_loss: 0.0311499 | Time: 1498.53 ms
[2022-04-01 19:05:16 main:574] : INFO : Epoch 2025 | loss: 0.0311455 | val_loss: 0.0311498 | Time: 1434.29 ms
[2022-04-01 19:05:17 main:574] : INFO : Epoch 2026 | loss: 0.0311427 | val_loss: 0.0311536 | Time: 1612.9 ms
[2022-04-01 19:05:19 main:574] : INFO : Epoch 2027 | loss: 0.0311423 | val_loss: 0.0311525 | Time: 1468.65 ms
[2022-04-01 19:05:20 main:574] : INFO : Epoch 2028 | loss: 0.0311417 | val_loss: 0.031154 | Time: 1440.19 ms
[2022-04-01 19:05:22 main:574] : INFO : Epoch 2029 | loss: 0.0311425 | val_loss: 0.0311552 | Time: 1547.78 ms
[2022-04-01 19:05:24 main:574] : INFO : Epoch 2030 | loss: 0.0311411 | val_loss: 0.0311518 | Time: 1557.13 ms
[2022-04-01 19:05:25 main:574] : INFO : Epoch 2031 | loss: 0.0311428 | val_loss: 0.031152 | Time: 1500.45 ms
[2022-04-01 19:05:27 main:574] : INFO : Epoch 2032 | loss: 0.0311447 | val_loss: 0.0311586 | Time: 1525.48 ms
[2022-04-01 19:05:29 main:574] : INFO : Epoch 2033 | loss: 0.0311429 | val_loss: 0.0311525 | Time: 1529.99 ms
[2022-04-01 19:05:30 main:574] : INFO : Epoch 2034 | loss: 0.0311432 | val_loss: 0.0311529 | Time: 1480.03 ms
[2022-04-01 19:05:32 main:574] : INFO : Epoch 2035 | loss: 0.031142 | val_loss: 0.0311576 | Time: 1573.35 ms
[2022-04-01 19:05:33 main:574] : INFO : Epoch 2036 | loss: 0.0311405 | val_loss: 0.0311525 | Time: 1512.39 ms
[2022-04-01 19:05:35 main:574] : INFO : Epoch 2037 | loss: 0.0311391 | val_loss: 0.0311525 | Time: 1495.69 ms
[2022-04-01 19:05:36 main:574] : INFO : Epoch 2038 | loss: 0.0311392 | val_loss: 0.0311524 | Time: 1507.55 ms
[2022-04-01 19:05:38 main:574] : INFO : Epoch 2039 | loss: 0.0311418 | val_loss: 0.0311511 | Time: 1568.44 ms
[2022-04-01 19:05:40 main:574] : INFO : Epoch 2040 | loss: 0.0311403 | val_loss: 0.0311532 | Time: 1472.25 ms
[2022-04-01 19:05:41 main:574] : INFO : Epoch 2041 | loss: 0.0311406 | val_loss: 0.0311529 | Time: 1469.78 ms
[2022-04-01 19:05:43 main:574] : INFO : Epoch 2042 | loss: 0.03114 | val_loss: 0.0311536 | Time: 1667.57 ms
[2022-04-01 19:05:45 main:574] : INFO : Epoch 2043 | loss: 0.0311419 | val_loss: 0.0311526 | Time: 1678.54 ms
[2022-04-01 19:05:47 main:574] : INFO : Epoch 2044 | loss: 0.031139 | val_loss: 0.0311519 | Time: 1572.91 ms
[2022-04-01 19:05:48 main:574] : INFO : Epoch 2045 | loss: 0.0311409 | val_loss: 0.0311504 | Time: 1480.69 ms
[2022-04-01 19:05:50 main:574] : INFO : Epoch 2046 | loss: 0.0311398 | val_loss: 0.0311518 | Time: 1506.4 ms
[2022-04-01 19:05:51 main:574] : INFO : Epoch 2047 | loss: 0.0311412 | val_loss: 0.0311527 | Time: 1482.47 ms
[2022-04-01 19:05:53 main:574] : INFO : Epoch 2048 | loss: 0.0311395 | val_loss: 0.0311507 | Time: 1534.66 ms
[2022-04-01 19:05:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311507
[2022-04-01 19:05:53 main:603] : INFO : Saving end state to config to file
[2022-04-01 19:05:53 main:608] : INFO : Success, exiting..
19:05:53 (19512): 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)