Task 14623906
| Name | ParityModified-1647041996-8624-3-0_1 |
| Workunit | 11562754 |
| Created | 18 Apr 2022, 11:39:24 UTC |
| Sent | 18 Apr 2022, 11:40:12 UTC |
| Report deadline | 26 Apr 2022, 11:40:12 UTC |
| Received | 18 Apr 2022, 12:40:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 59 min 45 sec |
| CPU time | 58 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 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 1542 | loss: 0.0311597 | val_loss: 0.03117 | Time: 1707.11 ms [2022-04-18 14:25:19 main:574] : INFO : Epoch 1543 | loss: 0.0311614 | val_loss: 0.0311665 | Time: 1707.3 ms [2022-04-18 14:25:20 main:574] : INFO : Epoch 1544 | loss: 0.0311572 | val_loss: 0.0311655 | Time: 1706 ms [2022-04-18 14:25:22 main:574] : INFO : Epoch 1545 | loss: 0.0311576 | val_loss: 0.0311682 | Time: 1717.67 ms [2022-04-18 14:25:24 main:574] : INFO : Epoch 1546 | loss: 0.0311574 | val_loss: 0.0311656 | Time: 1706.97 ms [2022-04-18 14:25:25 main:574] : INFO : Epoch 1547 | loss: 0.0311563 | val_loss: 0.0311665 | Time: 1708.42 ms [2022-04-18 14:25:27 main:574] : INFO : Epoch 1548 | loss: 0.0311566 | val_loss: 0.0311695 | Time: 1710.81 ms [2022-04-18 14:25:29 main:574] : INFO : Epoch 1549 | loss: 0.0311612 | val_loss: 0.031171 | Time: 1700.76 ms [2022-04-18 14:25:31 main:574] : INFO : Epoch 1550 | loss: 0.0311596 | val_loss: 0.0311724 | Time: 1702.76 ms [2022-04-18 14:25:32 main:574] : INFO : Epoch 1551 | loss: 0.0311569 | val_loss: 0.031167 | Time: 1722.11 ms [2022-04-18 14:25:34 main:574] : INFO : Epoch 1552 | loss: 0.0311575 | val_loss: 0.0311712 | Time: 1724.15 ms [2022-04-18 14:25:36 main:574] : INFO : Epoch 1553 | loss: 0.0311557 | val_loss: 0.0311697 | Time: 1700.99 ms [2022-04-18 14:25:37 main:574] : INFO : Epoch 1554 | loss: 0.0311546 | val_loss: 0.0311739 | Time: 1706.73 ms [2022-04-18 14:25:39 main:574] : INFO : Epoch 1555 | loss: 0.031155 | val_loss: 0.0311707 | Time: 1751.59 ms [2022-04-18 14:25:41 main:574] : INFO : Epoch 1556 | loss: 0.031155 | val_loss: 0.0311758 | Time: 1738.6 ms [2022-04-18 14:25:43 main:574] : INFO : Epoch 1557 | loss: 0.0311554 | val_loss: 0.0311685 | Time: 1721.13 ms [2022-04-18 14:25:44 main:574] : INFO : Epoch 1558 | loss: 0.0311536 | val_loss: 0.0311697 | Time: 1711.51 ms [2022-04-18 14:25:46 main:574] : INFO : Epoch 1559 | loss: 0.0311556 | val_loss: 0.0311696 | Time: 1716.1 ms [2022-04-18 14:25:48 main:574] : INFO : Epoch 1560 | loss: 0.0311543 | val_loss: 0.0311724 | Time: 1716.16 ms [2022-04-18 14:25:50 main:574] : INFO : Epoch 1561 | loss: 0.0311573 | val_loss: 0.0311711 | Time: 1712.54 ms [2022-04-18 14:25:51 main:574] : INFO : Epoch 1562 | loss: 0.0311559 | val_loss: 0.0311692 | Time: 1702.64 ms [2022-04-18 14:25:53 main:574] : INFO : Epoch 1563 | loss: 0.031155 | val_loss: 0.031169 | Time: 1701.93 ms [2022-04-18 14:25:55 main:574] : INFO : Epoch 1564 | loss: 0.0311567 | val_loss: 0.0311697 | Time: 1714.75 ms [2022-04-18 14:25:56 main:574] : INFO : Epoch 1565 | loss: 0.0311549 | val_loss: 0.0311704 | Time: 1712.34 ms [2022-04-18 14:25:58 main:574] : INFO : Epoch 1566 | loss: 0.0311557 | val_loss: 0.03117 | Time: 1701.86 ms [2022-04-18 14:26:00 main:574] : INFO : Epoch 1567 | loss: 0.0311563 | val_loss: 0.0311723 | Time: 1711.92 ms [2022-04-18 14:26:02 main:574] : INFO : Epoch 1568 | loss: 0.0311571 | val_loss: 0.0311734 | Time: 1712.86 ms [2022-04-18 14:26:03 main:574] : INFO : Epoch 1569 | loss: 0.0311611 | val_loss: 0.0311752 | Time: 1711.3 ms [2022-04-18 14:26:05 main:574] : INFO : Epoch 1570 | loss: 0.031165 | val_loss: 0.0311721 | Time: 1716.86 ms [2022-04-18 14:26:07 main:574] : INFO : Epoch 1571 | loss: 0.0311675 | val_loss: 0.0311728 | Time: 1700.73 ms [2022-04-18 14:26:08 main:574] : INFO : Epoch 1572 | loss: 0.0311658 | val_loss: 0.0311715 | Time: 1712.13 ms [2022-04-18 14:26:10 main:574] : INFO : Epoch 1573 | loss: 0.031164 | val_loss: 0.031172 | Time: 1707.45 ms [2022-04-18 14:26:12 main:574] : INFO : Epoch 1574 | loss: 0.031163 | val_loss: 0.03117 | Time: 1738.62 ms [2022-04-18 14:26:14 main:574] : INFO : Epoch 1575 | loss: 0.0311624 | val_loss: 0.0311727 | Time: 1707.74 ms [2022-04-18 14:26:15 main:574] : INFO : Epoch 1576 | loss: 0.0311617 | val_loss: 0.0311703 | Time: 1719.25 ms [2022-04-18 14:26:17 main:574] : INFO : Epoch 1577 | loss: 0.0311609 | val_loss: 0.031168 | Time: 1710.6 ms [2022-04-18 14:26:19 main:574] : INFO : Epoch 1578 | loss: 0.031159 | val_loss: 0.0311672 | Time: 1713.41 ms [2022-04-18 14:26:21 main:574] : INFO : Epoch 1579 | loss: 0.0311584 | val_loss: 0.0311705 | Time: 1705.07 ms [2022-04-18 14:26:22 main:574] : INFO : Epoch 1580 | loss: 0.0311585 | val_loss: 0.031168 | Time: 1722.96 ms [2022-04-18 14:26:24 main:574] : INFO : Epoch 1581 | loss: 0.0311571 | val_loss: 0.0311687 | Time: 1700.34 ms [2022-04-18 14:26:26 main:574] : INFO : Epoch 1582 | loss: 0.0311583 | val_loss: 0.0311696 | Time: 1713.47 ms [2022-04-18 14:26:27 main:574] : INFO : Epoch 1583 | loss: 0.0311582 | val_loss: 0.0311695 | Time: 1710.07 ms [2022-04-18 14:26:29 main:574] : INFO : Epoch 1584 | loss: 0.0311579 | val_loss: 0.0311688 | Time: 1706.46 ms [2022-04-18 14:26:31 main:574] : INFO : Epoch 1585 | loss: 0.0311566 | val_loss: 0.0311709 | Time: 1703.27 ms [2022-04-18 14:26:33 main:574] : INFO : Epoch 1586 | loss: 0.0311576 | val_loss: 0.0311717 | Time: 1718.13 ms [2022-04-18 14:26:34 main:574] : INFO : Epoch 1587 | loss: 0.0311997 | val_loss: 0.038335 | Time: 1717.84 ms [2022-04-18 14:26:36 main:574] : INFO : Epoch 1588 | loss: 0.0376811 | val_loss: 0.042707 | Time: 1699.72 ms [2022-04-18 14:26:38 main:574] : INFO : Epoch 1589 | loss: 0.0336299 | val_loss: 0.0314827 | Time: 1697.62 ms [2022-04-18 14:26:39 main:574] : INFO : Epoch 1590 | loss: 0.031421 | val_loss: 0.0312749 | Time: 1694.55 ms [2022-04-18 14:26:41 main:574] : INFO : Epoch 1591 | loss: 0.0312348 | val_loss: 0.0311983 | Time: 1738.63 ms [2022-04-18 14:26:43 main:574] : INFO : Epoch 1592 | loss: 0.0311923 | val_loss: 0.0311821 | Time: 1723.55 ms [2022-04-18 14:26:45 main:574] : INFO : Epoch 1593 | loss: 0.0311757 | val_loss: 0.0311733 | Time: 1746.24 ms [2022-04-18 14:26:46 main:574] : INFO : Epoch 1594 | loss: 0.0311695 | val_loss: 0.03117 | Time: 1737.32 ms [2022-04-18 14:26:48 main:574] : INFO : Epoch 1595 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 1756.39 ms [2022-04-18 14:26:50 main:574] : INFO : Epoch 1596 | loss: 0.0311661 | val_loss: 0.031171 | Time: 1724.41 ms [2022-04-18 14:26:52 main:574] : INFO : Epoch 1597 | loss: 0.0311663 | val_loss: 0.0311695 | Time: 1712.45 ms [2022-04-18 14:26:53 main:574] : INFO : Epoch 1598 | loss: 0.0311654 | val_loss: 0.0311675 | Time: 1717.91 ms [2022-04-18 14:26:55 main:574] : INFO : Epoch 1599 | loss: 0.0311644 | val_loss: 0.0311688 | Time: 1702.47 ms [2022-04-18 14:26:57 main:574] : INFO : Epoch 1600 | loss: 0.031164 | val_loss: 0.0311674 | Time: 1700.25 ms [2022-04-18 14:26:59 main:574] : INFO : Epoch 1601 | loss: 0.0311633 | val_loss: 0.0311678 | Time: 1709.51 ms [2022-04-18 14:27:00 main:574] : INFO : Epoch 1602 | loss: 0.0311623 | val_loss: 0.031167 | Time: 1701.48 ms [2022-04-18 14:27:02 main:574] : INFO : Epoch 1603 | loss: 0.031163 | val_loss: 0.0311665 | Time: 1707.68 ms [2022-04-18 14:27:04 main:574] : INFO : Epoch 1604 | loss: 0.0311636 | val_loss: 0.0311656 | Time: 1710.86 ms [2022-04-18 14:27:05 main:574] : INFO : Epoch 1605 | loss: 0.0311625 | val_loss: 0.0311651 | Time: 1715.56 ms [2022-04-18 14:27:07 main:574] : INFO : Epoch 1606 | loss: 0.0311606 | val_loss: 0.0311653 | Time: 1707.77 ms [2022-04-18 14:27:09 main:574] : INFO : Epoch 1607 | loss: 0.0311606 | val_loss: 0.0311656 | Time: 1709.1 ms [2022-04-18 14:27:11 main:574] : INFO : Epoch 1608 | loss: 0.0311601 | val_loss: 0.0311656 | Time: 1713.07 ms [2022-04-18 14:27:12 main:574] : INFO : Epoch 1609 | loss: 0.0311596 | val_loss: 0.0311658 | Time: 1702.91 ms [2022-04-18 14:27:14 main:574] : INFO : Epoch 1610 | loss: 0.0311602 | val_loss: 0.0311659 | Time: 1705.33 ms [2022-04-18 14:27:16 main:574] : INFO : Epoch 1611 | loss: 0.0311597 | val_loss: 0.031166 | Time: 1702.02 ms [2022-04-18 14:27:17 main:574] : INFO : Epoch 1612 | loss: 0.0311604 | val_loss: 0.0311673 | Time: 1713.61 ms [2022-04-18 14:27:19 main:574] : INFO : Epoch 1613 | loss: 0.0311626 | val_loss: 0.031167 | Time: 1708.75 ms [2022-04-18 14:27:21 main:574] : INFO : Epoch 1614 | loss: 0.0311616 | val_loss: 0.0311661 | Time: 1720.21 ms [2022-04-18 14:27:23 main:574] : INFO : Epoch 1615 | loss: 0.0311604 | val_loss: 0.0311654 | Time: 1710.9 ms [2022-04-18 14:27:24 main:574] : INFO : Epoch 1616 | loss: 0.0311593 | val_loss: 0.0311661 | Time: 1708.31 ms [2022-04-18 14:27:26 main:574] : INFO : Epoch 1617 | loss: 0.0311594 | val_loss: 0.0311649 | Time: 1707.77 ms [2022-04-18 14:27:28 main:574] : INFO : Epoch 1618 | loss: 0.0311589 | val_loss: 0.0311658 | Time: 1738.94 ms [2022-04-18 14:27:29 main:574] : INFO : Epoch 1619 | loss: 0.031158 | val_loss: 0.0311671 | Time: 1705.25 ms [2022-04-18 14:27:31 main:574] : INFO : Epoch 1620 | loss: 0.0311583 | val_loss: 0.0311677 | Time: 1713.23 ms [2022-04-18 14:27:33 main:574] : INFO : Epoch 1621 | loss: 0.0311593 | val_loss: 0.0311664 | Time: 1721.45 ms [2022-04-18 14:27:35 main:574] : INFO : Epoch 1622 | loss: 0.0311587 | val_loss: 0.0311657 | Time: 1707.52 ms [2022-04-18 14:27:36 main:574] : INFO : Epoch 1623 | loss: 0.0311588 | val_loss: 0.0311658 | Time: 1711.5 ms [2022-04-18 14:27:38 main:574] : INFO : Epoch 1624 | loss: 0.0311582 | val_loss: 0.0311658 | Time: 1727.68 ms [2022-04-18 14:27:40 main:574] : INFO : Epoch 1625 | loss: 0.031158 | val_loss: 0.0311647 | Time: 1716.74 ms [2022-04-18 14:27:42 main:574] : INFO : Epoch 1626 | loss: 0.0311592 | val_loss: 0.0311674 | Time: 1705.92 ms [2022-04-18 14:27:43 main:574] : INFO : Epoch 1627 | loss: 0.031162 | val_loss: 0.0311651 | Time: 1708.14 ms [2022-04-18 14:27:45 main:574] : INFO : Epoch 1628 | loss: 0.0311598 | val_loss: 0.0311669 | Time: 1706.07 ms [2022-04-18 14:27:47 main:574] : INFO : Epoch 1629 | loss: 0.0311591 | val_loss: 0.0311665 | Time: 1711.91 ms [2022-04-18 14:27:48 main:574] : INFO : Epoch 1630 | loss: 0.0311581 | val_loss: 0.0311674 | Time: 1718.33 ms [2022-04-18 14:27:50 main:574] : INFO : Epoch 1631 | loss: 0.031158 | val_loss: 0.031168 | Time: 1754.14 ms [2022-04-18 14:27:52 main:574] : INFO : Epoch 1632 | loss: 0.0311575 | val_loss: 0.031167 | Time: 1737.78 ms [2022-04-18 14:27:54 main:574] : INFO : Epoch 1633 | loss: 0.031157 | val_loss: 0.0311655 | Time: 1746.16 ms [2022-04-18 14:27:55 main:574] : INFO : Epoch 1634 | loss: 0.0311559 | val_loss: 0.0311654 | Time: 1719.37 ms [2022-04-18 14:27:57 main:574] : INFO : Epoch 1635 | loss: 0.0311557 | val_loss: 0.0311685 | Time: 1705 ms [2022-04-18 14:27:59 main:574] : INFO : Epoch 1636 | loss: 0.0311571 | val_loss: 0.0311689 | Time: 1719.11 ms [2022-04-18 14:28:01 main:574] : INFO : Epoch 1637 | loss: 0.0311592 | val_loss: 0.0311679 | Time: 1704.33 ms [2022-04-18 14:28:02 main:574] : INFO : Epoch 1638 | loss: 0.031163 | val_loss: 0.0311675 | Time: 1713.54 ms [2022-04-18 14:28:04 main:574] : INFO : Epoch 1639 | loss: 0.031162 | val_loss: 0.0311675 | Time: 1707.48 ms [2022-04-18 14:28:06 main:574] : INFO : Epoch 1640 | loss: 0.031161 | val_loss: 0.0311669 | Time: 1719.63 ms [2022-04-18 14:28:07 main:574] : INFO : Epoch 1641 | loss: 0.0311596 | val_loss: 0.0311665 | Time: 1700.08 ms [2022-04-18 14:28:09 main:574] : INFO : Epoch 1642 | loss: 0.0311582 | val_loss: 0.0311656 | Time: 1721.75 ms [2022-04-18 14:28:11 main:574] : INFO : Epoch 1643 | loss: 0.0311571 | val_loss: 0.0311651 | Time: 1716.68 ms [2022-04-18 14:28:13 main:574] : INFO : Epoch 1644 | loss: 0.0311561 | val_loss: 0.0311663 | Time: 1715.1 ms [2022-04-18 14:28:14 main:574] : INFO : Epoch 1645 | loss: 0.0311575 | val_loss: 0.0311664 | Time: 1701.99 ms [2022-04-18 14:28:16 main:574] : INFO : Epoch 1646 | loss: 0.0311568 | val_loss: 0.0311649 | Time: 1722.9 ms [2022-04-18 14:28:18 main:574] : INFO : Epoch 1647 | loss: 0.0311578 | val_loss: 0.0311689 | Time: 1728.04 ms [2022-04-18 14:28:20 main:574] : INFO : Epoch 1648 | loss: 0.031158 | val_loss: 0.0311651 | Time: 1707.82 ms [2022-04-18 14:28:21 main:574] : INFO : Epoch 1649 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 1716.17 ms [2022-04-18 14:28:23 main:574] : INFO : Epoch 1650 | loss: 0.0311566 | val_loss: 0.0311646 | Time: 1722.39 ms [2022-04-18 14:28:25 main:574] : INFO : Epoch 1651 | loss: 0.0311563 | val_loss: 0.0311655 | Time: 1707.94 ms [2022-04-18 14:28:26 main:574] : INFO : Epoch 1652 | loss: 0.031156 | val_loss: 0.0311672 | Time: 1708.77 ms [2022-04-18 14:28:28 main:574] : INFO : Epoch 1653 | loss: 0.0311552 | val_loss: 0.0311661 | Time: 1714.81 ms [2022-04-18 14:28:30 main:574] : INFO : Epoch 1654 | loss: 0.0311546 | val_loss: 0.0311665 | Time: 1711.45 ms [2022-04-18 14:28:32 main:574] : INFO : Epoch 1655 | loss: 0.0311548 | val_loss: 0.0311666 | Time: 1756.01 ms [2022-04-18 14:28:33 main:574] : INFO : Epoch 1656 | loss: 0.0311544 | val_loss: 0.0311671 | Time: 1711.95 ms [2022-04-18 14:28:35 main:574] : INFO : Epoch 1657 | loss: 0.0311537 | val_loss: 0.0311669 | Time: 1716.74 ms [2022-04-18 14:28:37 main:574] : INFO : Epoch 1658 | loss: 0.0311533 | val_loss: 0.0311677 | Time: 1709.63 ms [2022-04-18 14:28:39 main:574] : INFO : Epoch 1659 | loss: 0.0311551 | val_loss: 0.0311661 | Time: 1708.59 ms [2022-04-18 14:28:40 main:574] : INFO : Epoch 1660 | loss: 0.0311534 | val_loss: 0.0311662 | Time: 1703.23 ms [2022-04-18 14:28:42 main:574] : INFO : Epoch 1661 | loss: 0.0311526 | val_loss: 0.0311682 | Time: 1721.51 ms [2022-04-18 14:28:44 main:574] : INFO : Epoch 1662 | loss: 0.0311532 | val_loss: 0.0311687 | Time: 1708.25 ms [2022-04-18 14:28:45 main:574] : INFO : Epoch 1663 | loss: 0.031154 | val_loss: 0.0311682 | Time: 1712.86 ms [2022-04-18 14:28:47 main:574] : INFO : Epoch 1664 | loss: 0.0311549 | val_loss: 0.0311688 | Time: 1710.31 ms [2022-04-18 14:28:49 main:574] : INFO : Epoch 1665 | loss: 0.0311575 | val_loss: 0.031169 | Time: 1708.59 ms [2022-04-18 14:28:51 main:574] : INFO : Epoch 1666 | loss: 0.0311579 | val_loss: 0.0311693 | Time: 1710.92 ms [2022-04-18 14:28:52 main:574] : INFO : Epoch 1667 | loss: 0.0311584 | val_loss: 0.03117 | Time: 1715.04 ms [2022-04-18 14:28:54 main:574] : INFO : Epoch 1668 | loss: 0.0311577 | val_loss: 0.0311709 | Time: 1715.49 ms [2022-04-18 14:28:56 main:574] : INFO : Epoch 1669 | loss: 0.031157 | val_loss: 0.0311683 | Time: 1718.39 ms [2022-04-18 14:28:57 main:574] : INFO : Epoch 1670 | loss: 0.0311555 | val_loss: 0.0311699 | Time: 1735.4 ms [2022-04-18 14:28:59 main:574] : INFO : Epoch 1671 | loss: 0.031155 | val_loss: 0.0311698 | Time: 1747.18 ms [2022-04-18 14:29:01 main:574] : INFO : Epoch 1672 | loss: 0.0311554 | val_loss: 0.0311674 | Time: 1718.98 ms [2022-04-18 14:29:03 main:574] : INFO : Epoch 1673 | loss: 0.0311545 | val_loss: 0.0311703 | Time: 1718.78 ms [2022-04-18 14:29:04 main:574] : INFO : Epoch 1674 | loss: 0.0311544 | val_loss: 0.0311689 | Time: 1708.38 ms [2022-04-18 14:29:06 main:574] : INFO : Epoch 1675 | loss: 0.0311531 | val_loss: 0.0311703 | Time: 1720.12 ms [2022-04-18 14:29:08 main:574] : INFO : Epoch 1676 | loss: 0.0311528 | val_loss: 0.0311675 | Time: 1710.16 ms [2022-04-18 14:29:10 main:574] : INFO : Epoch 1677 | loss: 0.031153 | val_loss: 0.0311713 | Time: 1703.26 ms [2022-04-18 14:29:11 main:574] : INFO : Epoch 1678 | loss: 0.0311542 | val_loss: 0.0311701 | Time: 1707.81 ms [2022-04-18 14:29:13 main:574] : INFO : Epoch 1679 | loss: 0.0311554 | val_loss: 0.0311687 | Time: 1728.71 ms [2022-04-18 14:29:15 main:574] : INFO : Epoch 1680 | loss: 0.0311537 | val_loss: 0.0311695 | Time: 1719.82 ms [2022-04-18 14:29:16 main:574] : INFO : Epoch 1681 | loss: 0.0311526 | val_loss: 0.0311711 | Time: 1716.31 ms [2022-04-18 14:29:18 main:574] : INFO : Epoch 1682 | loss: 0.0311536 | val_loss: 0.0311688 | Time: 1706.71 ms [2022-04-18 14:29:20 main:574] : INFO : Epoch 1683 | loss: 0.0311524 | val_loss: 0.0311682 | Time: 1731.2 ms [2022-04-18 14:29:22 main:574] : INFO : Epoch 1684 | loss: 0.0311527 | val_loss: 0.0311687 | Time: 1716.98 ms [2022-04-18 14:29:23 main:574] : INFO : Epoch 1685 | loss: 0.0311525 | val_loss: 0.0311735 | Time: 1728.81 ms [2022-04-18 14:29:25 main:574] : INFO : Epoch 1686 | loss: 0.0311549 | val_loss: 0.031168 | Time: 1750.81 ms [2022-04-18 14:29:27 main:574] : INFO : Epoch 1687 | loss: 0.0311548 | val_loss: 0.0311692 | Time: 1719.38 ms [2022-04-18 14:29:29 main:574] : INFO : Epoch 1688 | loss: 0.0311539 | val_loss: 0.0311702 | Time: 1723.7 ms [2022-04-18 14:29:30 main:574] : INFO : Epoch 1689 | loss: 0.0311522 | val_loss: 0.0311696 | Time: 1740.51 ms [2022-04-18 14:29:32 main:574] : INFO : Epoch 1690 | loss: 0.0311529 | val_loss: 0.0311663 | Time: 1700.6 ms [2022-04-18 14:29:34 main:574] : INFO : Epoch 1691 | loss: 0.0311519 | val_loss: 0.0311672 | Time: 1726.89 ms [2022-04-18 14:29:36 main:574] : INFO : Epoch 1692 | loss: 0.0311519 | val_loss: 0.0311679 | Time: 1714.69 ms [2022-04-18 14:29:37 main:574] : INFO : Epoch 1693 | loss: 0.0311522 | val_loss: 0.0311682 | Time: 1714.56 ms [2022-04-18 14:29:39 main:574] : INFO : Epoch 1694 | loss: 0.0311506 | val_loss: 0.0311687 | Time: 1692.11 ms [2022-04-18 14:29:41 main:574] : INFO : Epoch 1695 | loss: 0.0311513 | val_loss: 0.0311676 | Time: 1707.9 ms [2022-04-18 14:29:42 main:574] : INFO : Epoch 1696 | loss: 0.0311511 | val_loss: 0.0311702 | Time: 1724.62 ms [2022-04-18 14:29:44 main:574] : INFO : Epoch 1697 | loss: 0.0311498 | val_loss: 0.0311699 | Time: 1707.98 ms [2022-04-18 14:29:46 main:574] : INFO : Epoch 1698 | loss: 0.0311496 | val_loss: 0.031169 | Time: 1712.51 ms [2022-04-18 14:29:48 main:574] : INFO : Epoch 1699 | loss: 0.0311497 | val_loss: 0.0311674 | Time: 1708.35 ms [2022-04-18 14:29:49 main:574] : INFO : Epoch 1700 | loss: 0.0311534 | val_loss: 0.0311767 | Time: 1709.88 ms [2022-04-18 14:29:51 main:574] : INFO : Epoch 1701 | loss: 0.0311552 | val_loss: 0.031169 | Time: 1705.41 ms [2022-04-18 14:29:53 main:574] : INFO : Epoch 1702 | loss: 0.0311564 | val_loss: 0.0311686 | Time: 1721.25 ms [2022-04-18 14:29:54 main:574] : INFO : Epoch 1703 | loss: 0.0311563 | val_loss: 0.0311668 | Time: 1706.69 ms [2022-04-18 14:29:56 main:574] : INFO : Epoch 1704 | loss: 0.031157 | val_loss: 0.0311659 | Time: 1716.29 ms [2022-04-18 14:29:58 main:574] : INFO : Epoch 1705 | loss: 0.0311569 | val_loss: 0.0311653 | Time: 1707.06 ms [2022-04-18 14:30:00 main:574] : INFO : Epoch 1706 | loss: 0.0311574 | val_loss: 0.0311652 | Time: 1744.67 ms [2022-04-18 14:30:02 main:574] : INFO : Epoch 1707 | loss: 0.0311588 | val_loss: 0.0311687 | Time: 1894.37 ms [2022-04-18 14:30:03 main:574] : INFO : Epoch 1708 | loss: 0.0311596 | val_loss: 0.0311671 | Time: 1732.16 ms [2022-04-18 14:30:05 main:574] : INFO : Epoch 1709 | loss: 0.0311587 | val_loss: 0.0311687 | Time: 1745.41 ms [2022-04-18 14:30:07 main:574] : INFO : Epoch 1710 | loss: 0.0311596 | val_loss: 0.0311687 | Time: 1757.1 ms [2022-04-18 14:30:09 main:574] : INFO : Epoch 1711 | loss: 0.031157 | val_loss: 0.0311663 | Time: 1744.14 ms [2022-04-18 14:30:10 main:574] : INFO : Epoch 1712 | loss: 0.0311566 | val_loss: 0.0311715 | Time: 1781.01 ms [2022-04-18 14:30:12 main:574] : INFO : Epoch 1713 | loss: 0.0311586 | val_loss: 0.0311746 | Time: 1742.19 ms [2022-04-18 14:30:14 main:574] : INFO : Epoch 1714 | loss: 0.0311604 | val_loss: 0.03117 | Time: 1713.44 ms [2022-04-18 14:30:16 main:574] : INFO : Epoch 1715 | loss: 0.0311575 | val_loss: 0.0311705 | Time: 1773.17 ms [2022-04-18 14:30:17 main:574] : INFO : Epoch 1716 | loss: 0.0311565 | val_loss: 0.0311721 | Time: 1725.65 ms [2022-04-18 14:30:19 main:574] : INFO : Epoch 1717 | loss: 0.0311569 | val_loss: 0.0311706 | Time: 1715.23 ms [2022-04-18 14:30:21 main:574] : INFO : Epoch 1718 | loss: 0.0311562 | val_loss: 0.0311699 | Time: 1723.45 ms [2022-04-18 14:30:23 main:574] : INFO : Epoch 1719 | loss: 0.0311556 | val_loss: 0.0311701 | Time: 1720.37 ms [2022-04-18 14:30:24 main:574] : INFO : Epoch 1720 | loss: 0.0311541 | val_loss: 0.0311697 | Time: 1724.97 ms [2022-04-18 14:30:26 main:574] : INFO : Epoch 1721 | loss: 0.0311541 | val_loss: 0.0311702 | Time: 1711.26 ms [2022-04-18 14:30:28 main:574] : INFO : Epoch 1722 | loss: 0.0311561 | val_loss: 0.0311709 | Time: 1741.72 ms [2022-04-18 14:30:29 main:574] : INFO : Epoch 1723 | loss: 0.0311556 | val_loss: 0.0311745 | Time: 1699.21 ms [2022-04-18 14:30:31 main:574] : INFO : Epoch 1724 | loss: 0.0311547 | val_loss: 0.0311741 | Time: 1712.64 ms [2022-04-18 14:30:33 main:574] : INFO : Epoch 1725 | loss: 0.0311539 | val_loss: 0.0311719 | Time: 1728.67 ms [2022-04-18 14:30:35 main:574] : INFO : Epoch 1726 | loss: 0.0311552 | val_loss: 0.0311727 | Time: 1715.05 ms [2022-04-18 14:30:36 main:574] : INFO : Epoch 1727 | loss: 0.0311538 | val_loss: 0.0311714 | Time: 1718.3 ms [2022-04-18 14:30:38 main:574] : INFO : Epoch 1728 | loss: 0.0311548 | val_loss: 0.0311734 | Time: 1725.82 ms [2022-04-18 14:30:40 main:574] : INFO : Epoch 1729 | loss: 0.031155 | val_loss: 0.0311738 | Time: 1741.24 ms [2022-04-18 14:30:42 main:574] : INFO : Epoch 1730 | loss: 0.0311584 | val_loss: 0.0311735 | Time: 1724.04 ms [2022-04-18 14:30:43 main:574] : INFO : Epoch 1731 | loss: 0.0311553 | val_loss: 0.0311754 | Time: 1709.73 ms [2022-04-18 14:30:45 main:574] : INFO : Epoch 1732 | loss: 0.0311555 | val_loss: 0.0311733 | Time: 1708.65 ms [2022-04-18 14:30:47 main:574] : INFO : Epoch 1733 | loss: 0.0311552 | val_loss: 0.0311743 | Time: 1714.83 ms [2022-04-18 14:30:48 main:574] : INFO : Epoch 1734 | loss: 0.0311531 | val_loss: 0.0311755 | Time: 1717.28 ms [2022-04-18 14:30:50 main:574] : INFO : Epoch 1735 | loss: 0.0311577 | val_loss: 0.0311741 | Time: 1711.54 ms [2022-04-18 14:30:52 main:574] : INFO : Epoch 1736 | loss: 0.0311593 | val_loss: 0.031178 | Time: 1742.02 ms [2022-04-18 14:30:54 main:574] : INFO : Epoch 1737 | loss: 0.031158 | val_loss: 0.0311757 | Time: 1741.69 ms [2022-04-18 14:30:55 main:574] : INFO : Epoch 1738 | loss: 0.0311565 | val_loss: 0.0311735 | Time: 1721.48 ms [2022-04-18 14:30:57 main:574] : INFO : Epoch 1739 | loss: 0.0311554 | val_loss: 0.0311734 | Time: 1725.97 ms [2022-04-18 14:30:59 main:574] : INFO : Epoch 1740 | loss: 0.031155 | val_loss: 0.0311747 | Time: 1729.35 ms [2022-04-18 14:31:01 main:574] : INFO : Epoch 1741 | loss: 0.0311544 | val_loss: 0.0311766 | Time: 1715.48 ms [2022-04-18 14:31:02 main:574] : INFO : Epoch 1742 | loss: 0.0311563 | val_loss: 0.0311729 | Time: 1714.26 ms [2022-04-18 14:31:04 main:574] : INFO : Epoch 1743 | loss: 0.0311546 | val_loss: 0.0311706 | Time: 1734.6 ms [2022-04-18 14:31:06 main:574] : INFO : Epoch 1744 | loss: 0.0311527 | val_loss: 0.0311703 | Time: 1708.15 ms [2022-04-18 14:31:08 main:574] : INFO : Epoch 1745 | loss: 0.0311515 | val_loss: 0.0311689 | Time: 1872.06 ms [2022-04-18 14:31:09 main:574] : INFO : Epoch 1746 | loss: 0.0311518 | val_loss: 0.0311687 | Time: 1768.46 ms [2022-04-18 14:31:11 main:574] : INFO : Epoch 1747 | loss: 0.031153 | val_loss: 0.0311744 | Time: 1740.02 ms [2022-04-18 14:31:13 main:574] : INFO : Epoch 1748 | loss: 0.031153 | val_loss: 0.0311687 | Time: 1749.26 ms [2022-04-18 14:31:15 main:574] : INFO : Epoch 1749 | loss: 0.0311532 | val_loss: 0.0311722 | Time: 1725.67 ms [2022-04-18 14:31:16 main:574] : INFO : Epoch 1750 | loss: 0.0311525 | val_loss: 0.031172 | Time: 1709.71 ms [2022-04-18 14:31:18 main:574] : INFO : Epoch 1751 | loss: 0.0311505 | val_loss: 0.0311768 | Time: 1707.71 ms [2022-04-18 14:31:20 main:574] : INFO : Epoch 1752 | loss: 0.0311509 | val_loss: 0.0311708 | Time: 1715.46 ms [2022-04-18 14:31:22 main:574] : INFO : Epoch 1753 | loss: 0.0311511 | val_loss: 0.0311694 | Time: 1755.85 ms [2022-04-18 14:31:23 main:574] : INFO : Epoch 1754 | loss: 0.0311502 | val_loss: 0.0311709 | Time: 1764.34 ms [2022-04-18 14:31:25 main:574] : INFO : Epoch 1755 | loss: 0.0311498 | val_loss: 0.0311706 | Time: 1722.84 ms [2022-04-18 14:31:27 main:574] : INFO : Epoch 1756 | loss: 0.031149 | val_loss: 0.0311706 | Time: 1721.61 ms [2022-04-18 14:31:29 main:574] : INFO : Epoch 1757 | loss: 0.0311527 | val_loss: 0.0311774 | Time: 1729.91 ms [2022-04-18 14:31:30 main:574] : INFO : Epoch 1758 | loss: 0.0311547 | val_loss: 0.031175 | Time: 1718.94 ms [2022-04-18 14:31:32 main:574] : INFO : Epoch 1759 | loss: 0.0311525 | val_loss: 0.0311748 | Time: 1731.12 ms [2022-04-18 14:31:34 main:574] : INFO : Epoch 1760 | loss: 0.031153 | val_loss: 0.0311722 | Time: 1709.88 ms [2022-04-18 14:31:35 main:574] : INFO : Epoch 1761 | loss: 0.0311532 | val_loss: 0.0311722 | Time: 1713.99 ms [2022-04-18 14:31:37 main:574] : INFO : Epoch 1762 | loss: 0.0311518 | val_loss: 0.0311737 | Time: 1710.89 ms [2022-04-18 14:31:39 main:574] : INFO : Epoch 1763 | loss: 0.0311522 | val_loss: 0.0311712 | Time: 1717.48 ms [2022-04-18 14:31:41 main:574] : INFO : Epoch 1764 | loss: 0.0311552 | val_loss: 0.0311712 | Time: 1726.5 ms [2022-04-18 14:31:42 main:574] : INFO : Epoch 1765 | loss: 0.0311553 | val_loss: 0.0311775 | Time: 1712.74 ms [2022-04-18 14:31:44 main:574] : INFO : Epoch 1766 | loss: 0.0311572 | val_loss: 0.0311747 | Time: 1711.5 ms [2022-04-18 14:31:46 main:574] : INFO : Epoch 1767 | loss: 0.0311535 | val_loss: 0.0311691 | Time: 1729.16 ms [2022-04-18 14:31:48 main:574] : INFO : Epoch 1768 | loss: 0.031152 | val_loss: 0.0311711 | Time: 1728.24 ms [2022-04-18 14:31:49 main:574] : INFO : Epoch 1769 | loss: 0.0311512 | val_loss: 0.0311694 | Time: 1710.44 ms [2022-04-18 14:31:51 main:574] : INFO : Epoch 1770 | loss: 0.03115 | val_loss: 0.0311676 | Time: 1734.3 ms [2022-04-18 14:31:53 main:574] : INFO : Epoch 1771 | loss: 0.0311505 | val_loss: 0.0311726 | Time: 1713.96 ms [2022-04-18 14:31:54 main:574] : INFO : Epoch 1772 | loss: 0.0311505 | val_loss: 0.0311714 | Time: 1716.73 ms [2022-04-18 14:31:56 main:574] : INFO : Epoch 1773 | loss: 0.0311505 | val_loss: 0.0311732 | Time: 1732.11 ms [2022-04-18 14:31:58 main:574] : INFO : Epoch 1774 | loss: 0.0311502 | val_loss: 0.0311716 | Time: 1719.26 ms [2022-04-18 14:32:00 main:574] : INFO : Epoch 1775 | loss: 0.0311495 | val_loss: 0.0311735 | Time: 1733.84 ms [2022-04-18 14:32:01 main:574] : INFO : Epoch 1776 | loss: 0.0311519 | val_loss: 0.0311697 | Time: 1729.81 ms [2022-04-18 14:32:03 main:574] : INFO : Epoch 1777 | loss: 0.0311485 | val_loss: 0.0311729 | Time: 1705.54 ms [2022-04-18 14:32:05 main:574] : INFO : Epoch 1778 | loss: 0.0311508 | val_loss: 0.0311702 | Time: 1717.79 ms [2022-04-18 14:32:07 main:574] : INFO : Epoch 1779 | loss: 0.0311494 | val_loss: 0.0311689 | Time: 1734.88 ms [2022-04-18 14:32:08 main:574] : INFO : Epoch 1780 | loss: 0.0311506 | val_loss: 0.0311706 | Time: 1719.83 ms [2022-04-18 14:32:10 main:574] : INFO : Epoch 1781 | loss: 0.0311525 | val_loss: 0.0311686 | Time: 1720.03 ms [2022-04-18 14:32:12 main:574] : INFO : Epoch 1782 | loss: 0.0311504 | val_loss: 0.0311664 | Time: 1715.84 ms [2022-04-18 14:32:14 main:574] : INFO : Epoch 1783 | loss: 0.031151 | val_loss: 0.0311685 | Time: 1747.31 ms [2022-04-18 14:32:15 main:574] : INFO : Epoch 1784 | loss: 0.0311503 | val_loss: 0.0311662 | Time: 1758.73 ms [2022-04-18 14:32:17 main:574] : INFO : Epoch 1785 | loss: 0.0311494 | val_loss: 0.0311709 | Time: 1718.82 ms [2022-04-18 14:32:19 main:574] : INFO : Epoch 1786 | loss: 0.0311488 | val_loss: 0.0311688 | Time: 1734.21 ms [2022-04-18 14:32:21 main:574] : INFO : Epoch 1787 | loss: 0.0311499 | val_loss: 0.0311724 | Time: 1716.31 ms [2022-04-18 14:32:22 main:574] : INFO : Epoch 1788 | loss: 0.0311498 | val_loss: 0.0311711 | Time: 1713.72 ms [2022-04-18 14:32:24 main:574] : INFO : Epoch 1789 | loss: 0.0311489 | val_loss: 0.0311702 | Time: 1713.68 ms [2022-04-18 14:32:26 main:574] : INFO : Epoch 1790 | loss: 0.0311483 | val_loss: 0.0311717 | Time: 1733.81 ms [2022-04-18 14:32:27 main:574] : INFO : Epoch 1791 | loss: 0.0311477 | val_loss: 0.0311715 | Time: 1715.91 ms [2022-04-18 14:32:29 main:574] : INFO : Epoch 1792 | loss: 0.031148 | val_loss: 0.0311697 | Time: 1730.46 ms [2022-04-18 14:32:31 main:574] : INFO : Epoch 1793 | loss: 0.031148 | val_loss: 0.0311691 | Time: 1727.04 ms [2022-04-18 14:32:33 main:574] : INFO : Epoch 1794 | loss: 0.0311499 | val_loss: 0.0311686 | Time: 1719.02 ms [2022-04-18 14:32:34 main:574] : INFO : Epoch 1795 | loss: 0.0311488 | val_loss: 0.0311725 | Time: 1725.74 ms [2022-04-18 14:32:36 main:574] : INFO : Epoch 1796 | loss: 0.0311498 | val_loss: 0.0311712 | Time: 1716.6 ms [2022-04-18 14:32:38 main:574] : INFO : Epoch 1797 | loss: 0.0311492 | val_loss: 0.0311698 | Time: 1721.5 ms [2022-04-18 14:32:40 main:574] : INFO : Epoch 1798 | loss: 0.0311495 | val_loss: 0.0311714 | Time: 1758.61 ms [2022-04-18 14:32:41 main:574] : INFO : Epoch 1799 | loss: 0.0311482 | val_loss: 0.0311706 | Time: 1722.68 ms [2022-04-18 14:32:43 main:574] : INFO : Epoch 1800 | loss: 0.0311519 | val_loss: 0.0311716 | Time: 1729.84 ms [2022-04-18 14:32:45 main:574] : INFO : Epoch 1801 | loss: 0.0311526 | val_loss: 0.0311752 | Time: 1703.2 ms [2022-04-18 14:32:47 main:574] : INFO : Epoch 1802 | loss: 0.0311575 | val_loss: 0.0311782 | Time: 1716.32 ms [2022-04-18 14:32:48 main:574] : INFO : Epoch 1803 | loss: 0.0311548 | val_loss: 0.0311798 | Time: 1709.85 ms [2022-04-18 14:32:50 main:574] : INFO : Epoch 1804 | loss: 0.031153 | val_loss: 0.0311734 | Time: 1731.25 ms [2022-04-18 14:32:52 main:574] : INFO : Epoch 1805 | loss: 0.0311572 | val_loss: 0.0311729 | Time: 1732.24 ms [2022-04-18 14:32:53 main:574] : INFO : Epoch 1806 | loss: 0.0311541 | val_loss: 0.0311733 | Time: 1718.33 ms [2022-04-18 14:32:55 main:574] : INFO : Epoch 1807 | loss: 0.0311513 | val_loss: 0.0311728 | Time: 1718.82 ms [2022-04-18 14:32:57 main:574] : INFO : Epoch 1808 | loss: 0.0311541 | val_loss: 0.0311778 | Time: 1706.57 ms [2022-04-18 14:32:59 main:574] : INFO : Epoch 1809 | loss: 0.0311616 | val_loss: 0.0311703 | Time: 1729.87 ms [2022-04-18 14:33:00 main:574] : INFO : Epoch 1810 | loss: 0.0311566 | val_loss: 0.031172 | Time: 1719.18 ms [2022-04-18 14:33:02 main:574] : INFO : Epoch 1811 | loss: 0.0311577 | val_loss: 0.0311707 | Time: 1742.62 ms [2022-04-18 14:33:04 main:574] : INFO : Epoch 1812 | loss: 0.0311599 | val_loss: 0.0311809 | Time: 1726.58 ms [2022-04-18 14:33:06 main:574] : INFO : Epoch 1813 | loss: 0.031178 | val_loss: 0.0311892 | Time: 1716.56 ms [2022-04-18 14:33:07 main:574] : INFO : Epoch 1814 | loss: 0.0311893 | val_loss: 0.0311826 | Time: 1717.25 ms [2022-04-18 14:33:09 main:574] : INFO : Epoch 1815 | loss: 0.0311828 | val_loss: 0.0311782 | Time: 1714.36 ms [2022-04-18 14:33:11 main:574] : INFO : Epoch 1816 | loss: 0.0311798 | val_loss: 0.0311767 | Time: 1751.34 ms [2022-04-18 14:33:13 main:574] : INFO : Epoch 1817 | loss: 0.0311764 | val_loss: 0.031175 | Time: 1723.97 ms [2022-04-18 14:33:14 main:574] : INFO : Epoch 1818 | loss: 0.0311766 | val_loss: 0.0311749 | Time: 1717.3 ms [2022-04-18 14:33:16 main:574] : INFO : Epoch 1819 | loss: 0.0311753 | val_loss: 0.0311756 | Time: 1753.43 ms [2022-04-18 14:33:18 main:574] : INFO : Epoch 1820 | loss: 0.0311746 | val_loss: 0.0311756 | Time: 1710.58 ms [2022-04-18 14:33:19 main:574] : INFO : Epoch 1821 | loss: 0.031173 | val_loss: 0.0311757 | Time: 1765.1 ms [2022-04-18 14:33:21 main:574] : INFO : Epoch 1822 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 1758.66 ms [2022-04-18 14:33:23 main:574] : INFO : Epoch 1823 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 1751.45 ms [2022-04-18 14:33:25 main:574] : INFO : Epoch 1824 | loss: 0.0311754 | val_loss: 0.0311772 | Time: 1715.78 ms [2022-04-18 14:33:26 main:574] : INFO : Epoch 1825 | loss: 0.0311743 | val_loss: 0.0311776 | Time: 1711.1 ms [2022-04-18 14:33:28 main:574] : INFO : Epoch 1826 | loss: 0.0311746 | val_loss: 0.031178 | Time: 1727.65 ms [2022-04-18 14:33:30 main:574] : INFO : Epoch 1827 | loss: 0.0311744 | val_loss: 0.0311756 | Time: 1712.72 ms [2022-04-18 14:33:32 main:574] : INFO : Epoch 1828 | loss: 0.0311728 | val_loss: 0.0311835 | Time: 1718.08 ms [2022-04-18 14:33:33 main:574] : INFO : Epoch 1829 | loss: 0.0311763 | val_loss: 0.0311738 | Time: 1746.05 ms [2022-04-18 14:33:35 main:574] : INFO : Epoch 1830 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 1726.49 ms [2022-04-18 14:33:37 main:574] : INFO : Epoch 1831 | loss: 0.0311736 | val_loss: 0.0311743 | Time: 1721.96 ms [2022-04-18 14:33:39 main:574] : INFO : Epoch 1832 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 1719.74 ms [2022-04-18 14:33:40 main:574] : INFO : Epoch 1833 | loss: 0.0311727 | val_loss: 0.0311789 | Time: 1732.27 ms [2022-04-18 14:33:42 main:574] : INFO : Epoch 1834 | loss: 0.0311732 | val_loss: 0.0311752 | Time: 1704.37 ms [2022-04-18 14:33:44 main:574] : INFO : Epoch 1835 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 1740.65 ms [2022-04-18 14:33:46 main:574] : INFO : Epoch 1836 | loss: 0.0311713 | val_loss: 0.0311749 | Time: 1711.93 ms [2022-04-18 14:33:47 main:574] : INFO : Epoch 1837 | loss: 0.0311693 | val_loss: 0.0311771 | Time: 1719.42 ms [2022-04-18 14:33:49 main:574] : INFO : Epoch 1838 | loss: 0.0311694 | val_loss: 0.0311762 | Time: 1715.41 ms [2022-04-18 14:33:51 main:574] : INFO : Epoch 1839 | loss: 0.0311709 | val_loss: 0.0311731 | Time: 1724.25 ms [2022-04-18 14:33:52 main:574] : INFO : Epoch 1840 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 1729.53 ms [2022-04-18 14:33:54 main:574] : INFO : Epoch 1841 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 1745.93 ms [2022-04-18 14:33:56 main:574] : INFO : Epoch 1842 | loss: 0.0311705 | val_loss: 0.031176 | Time: 1735.12 ms [2022-04-18 14:33:58 main:574] : INFO : Epoch 1843 | loss: 0.0311718 | val_loss: 0.0311784 | Time: 1735.19 ms [2022-04-18 14:33:59 main:574] : INFO : Epoch 1844 | loss: 0.0311709 | val_loss: 0.0311773 | Time: 1727.43 ms [2022-04-18 14:34:01 main:574] : INFO : Epoch 1845 | loss: 0.0311695 | val_loss: 0.0311751 | Time: 1731.8 ms [2022-04-18 14:34:03 main:574] : INFO : Epoch 1846 | loss: 0.0311727 | val_loss: 0.0311712 | Time: 1736.86 ms [2022-04-18 14:34:05 main:574] : INFO : Epoch 1847 | loss: 0.031174 | val_loss: 0.0311753 | Time: 1735 ms [2022-04-18 14:34:06 main:574] : INFO : Epoch 1848 | loss: 0.031173 | val_loss: 0.0311729 | Time: 1704.92 ms [2022-04-18 14:34:08 main:574] : INFO : Epoch 1849 | loss: 0.0311732 | val_loss: 0.0311753 | Time: 1748.58 ms [2022-04-18 14:34:10 main:574] : INFO : Epoch 1850 | loss: 0.0311726 | val_loss: 0.0311724 | Time: 1751.12 ms [2022-04-18 14:34:12 main:574] : INFO : Epoch 1851 | loss: 0.0311741 | val_loss: 0.0311719 | Time: 1724.66 ms [2022-04-18 14:34:13 main:574] : INFO : Epoch 1852 | loss: 0.0311704 | val_loss: 0.0311708 | Time: 1728.51 ms [2022-04-18 14:34:15 main:574] : INFO : Epoch 1853 | loss: 0.03117 | val_loss: 0.0311712 | Time: 1713.48 ms [2022-04-18 14:34:17 main:574] : INFO : Epoch 1854 | loss: 0.0311699 | val_loss: 0.0311698 | Time: 1707.4 ms [2022-04-18 14:34:19 main:574] : INFO : Epoch 1855 | loss: 0.0311691 | val_loss: 0.0311709 | Time: 1749.55 ms [2022-04-18 14:34:20 main:574] : INFO : Epoch 1856 | loss: 0.0311693 | val_loss: 0.0311733 | Time: 1723.08 ms [2022-04-18 14:34:22 main:574] : INFO : Epoch 1857 | loss: 0.0311705 | val_loss: 0.0311755 | Time: 1787.62 ms [2022-04-18 14:34:24 main:574] : INFO : Epoch 1858 | loss: 0.0311722 | val_loss: 0.0311762 | Time: 1756 ms [2022-04-18 14:34:26 main:574] : INFO : Epoch 1859 | loss: 0.0311717 | val_loss: 0.0311731 | Time: 1772.17 ms [2022-04-18 14:34:27 main:574] : INFO : Epoch 1860 | loss: 0.031172 | val_loss: 0.0311758 | Time: 1762.35 ms [2022-04-18 14:34:29 main:574] : INFO : Epoch 1861 | loss: 0.0311726 | val_loss: 0.0311752 | Time: 1974.47 ms [2022-04-18 14:34:31 main:574] : INFO : Epoch 1862 | loss: 0.0311713 | val_loss: 0.0311731 | Time: 1792.4 ms [2022-04-18 14:34:33 main:574] : INFO : Epoch 1863 | loss: 0.0311746 | val_loss: 0.0311783 | Time: 1722.39 ms [2022-04-18 14:34:35 main:574] : INFO : Epoch 1864 | loss: 0.0311794 | val_loss: 0.0311812 | Time: 1737.27 ms [2022-04-18 14:34:36 main:574] : INFO : Epoch 1865 | loss: 0.0311804 | val_loss: 0.0311786 | Time: 1722.68 ms [2022-04-18 14:34:38 main:574] : INFO : Epoch 1866 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 1709.28 ms [2022-04-18 14:34:40 main:574] : INFO : Epoch 1867 | loss: 0.0311815 | val_loss: 0.0311804 | Time: 1708.48 ms [2022-04-18 14:34:42 main:574] : INFO : Epoch 1868 | loss: 0.0311815 | val_loss: 0.031182 | Time: 1724.92 ms [2022-04-18 14:34:43 main:574] : INFO : Epoch 1869 | loss: 0.0311803 | val_loss: 0.0311792 | Time: 1710.36 ms [2022-04-18 14:34:45 main:574] : INFO : Epoch 1870 | loss: 0.0311804 | val_loss: 0.0311785 | Time: 1727.34 ms [2022-04-18 14:34:47 main:574] : INFO : Epoch 1871 | loss: 0.0311809 | val_loss: 0.0311806 | Time: 1714.06 ms [2022-04-18 14:34:48 main:574] : INFO : Epoch 1872 | loss: 0.0311855 | val_loss: 0.0311838 | Time: 1719.58 ms [2022-04-18 14:34:50 main:574] : INFO : Epoch 1873 | loss: 0.0311869 | val_loss: 0.0311821 | Time: 1763.9 ms [2022-04-18 14:34:52 main:574] : INFO : Epoch 1874 | loss: 0.0311884 | val_loss: 0.0311823 | Time: 1745.51 ms [2022-04-18 14:34:54 main:574] : INFO : Epoch 1875 | loss: 0.0311905 | val_loss: 0.0311864 | Time: 1842.49 ms [2022-04-18 14:34:56 main:574] : INFO : Epoch 1876 | loss: 0.0311867 | val_loss: 0.0311824 | Time: 1809.95 ms [2022-04-18 14:34:57 main:574] : INFO : Epoch 1877 | loss: 0.0311818 | val_loss: 0.031181 | Time: 1783.21 ms [2022-04-18 14:34:59 main:574] : INFO : Epoch 1878 | loss: 0.0311814 | val_loss: 0.0311814 | Time: 1746.62 ms [2022-04-18 14:35:01 main:574] : INFO : Epoch 1879 | loss: 0.0311803 | val_loss: 0.0311805 | Time: 1777.24 ms [2022-04-18 14:35:03 main:574] : INFO : Epoch 1880 | loss: 0.0311804 | val_loss: 0.0311821 | Time: 1770.69 ms [2022-04-18 14:35:05 main:574] : INFO : Epoch 1881 | loss: 0.0311823 | val_loss: 0.0311804 | Time: 1740.77 ms [2022-04-18 14:35:06 main:574] : INFO : Epoch 1882 | loss: 0.0311804 | val_loss: 0.0311845 | Time: 1801.54 ms [2022-04-18 14:35:08 main:574] : INFO : Epoch 1883 | loss: 0.0311811 | val_loss: 0.0311803 | Time: 1785.61 ms [2022-04-18 14:35:10 main:574] : INFO : Epoch 1884 | loss: 0.0311811 | val_loss: 0.0311789 | Time: 1834.38 ms [2022-04-18 14:35:12 main:574] : INFO : Epoch 1885 | loss: 0.0311812 | val_loss: 0.0311896 | Time: 1777.15 ms [2022-04-18 14:35:14 main:574] : INFO : Epoch 1886 | loss: 0.0311826 | val_loss: 0.0311809 | Time: 1745.86 ms [2022-04-18 14:35:15 main:574] : INFO : Epoch 1887 | loss: 0.0311797 | val_loss: 0.0311806 | Time: 1724.53 ms [2022-04-18 14:35:17 main:574] : INFO : Epoch 1888 | loss: 0.0311789 | val_loss: 0.0311809 | Time: 1723.89 ms [2022-04-18 14:35:19 main:574] : INFO : Epoch 1889 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 1746.9 ms [2022-04-18 14:35:20 main:574] : INFO : Epoch 1890 | loss: 0.0311778 | val_loss: 0.0311828 | Time: 1724.04 ms [2022-04-18 14:35:22 main:574] : INFO : Epoch 1891 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 1713.55 ms [2022-04-18 14:35:24 main:574] : INFO : Epoch 1892 | loss: 0.0311769 | val_loss: 0.0311787 | Time: 1728.07 ms [2022-04-18 14:35:26 main:574] : INFO : Epoch 1893 | loss: 0.0311759 | val_loss: 0.0311781 | Time: 1720.2 ms [2022-04-18 14:35:27 main:574] : INFO : Epoch 1894 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 1718.94 ms [2022-04-18 14:35:29 main:574] : INFO : Epoch 1895 | loss: 0.0311758 | val_loss: 0.0311778 | Time: 1712.58 ms [2022-04-18 14:35:31 main:574] : INFO : Epoch 1896 | loss: 0.0311765 | val_loss: 0.0311791 | Time: 1736.79 ms [2022-04-18 14:35:33 main:574] : INFO : Epoch 1897 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 1761.21 ms [2022-04-18 14:35:34 main:574] : INFO : Epoch 1898 | loss: 0.0311777 | val_loss: 0.0311822 | Time: 1730.05 ms [2022-04-18 14:35:36 main:574] : INFO : Epoch 1899 | loss: 0.031179 | val_loss: 0.0311787 | Time: 1742 ms [2022-04-18 14:35:38 main:574] : INFO : Epoch 1900 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 1715.87 ms [2022-04-18 14:35:40 main:574] : INFO : Epoch 1901 | loss: 0.0311756 | val_loss: 0.0311806 | Time: 1706.55 ms [2022-04-18 14:35:41 main:574] : INFO : Epoch 1902 | loss: 0.031176 | val_loss: 0.0311751 | Time: 1707.02 ms [2022-04-18 14:35:43 main:574] : INFO : Epoch 1903 | loss: 0.031178 | val_loss: 0.0311787 | Time: 1722.82 ms [2022-04-18 14:35:45 main:574] : INFO : Epoch 1904 | loss: 0.031182 | val_loss: 0.0311822 | Time: 1711.26 ms [2022-04-18 14:35:46 main:574] : INFO : Epoch 1905 | loss: 0.0311831 | val_loss: 0.0311819 | Time: 1711.1 ms [2022-04-18 14:35:48 main:574] : INFO : Epoch 1906 | loss: 0.0311826 | val_loss: 0.0311814 | Time: 1704.65 ms [2022-04-18 14:35:50 main:574] : INFO : Epoch 1907 | loss: 0.0311826 | val_loss: 0.0311823 | Time: 1705.79 ms [2022-04-18 14:35:52 main:574] : INFO : Epoch 1908 | loss: 0.0311829 | val_loss: 0.0311824 | Time: 1702.5 ms [2022-04-18 14:35:53 main:574] : INFO : Epoch 1909 | loss: 0.031182 | val_loss: 0.0311807 | Time: 1705.12 ms [2022-04-18 14:35:55 main:574] : INFO : Epoch 1910 | loss: 0.0311811 | val_loss: 0.0311794 | Time: 1719.34 ms [2022-04-18 14:35:57 main:574] : INFO : Epoch 1911 | loss: 0.0311829 | val_loss: 0.0311832 | Time: 1713.14 ms [2022-04-18 14:35:58 main:574] : INFO : Epoch 1912 | loss: 0.0311806 | val_loss: 0.0311792 | Time: 1720.78 ms [2022-04-18 14:36:00 main:574] : INFO : Epoch 1913 | loss: 0.0311797 | val_loss: 0.0311791 | Time: 1718.01 ms [2022-04-18 14:36:02 main:574] : INFO : Epoch 1914 | loss: 0.0311803 | val_loss: 0.0311805 | Time: 1722.05 ms [2022-04-18 14:36:04 main:574] : INFO : Epoch 1915 | loss: 0.0311802 | val_loss: 0.0311799 | Time: 1706.27 ms [2022-04-18 14:36:05 main:574] : INFO : Epoch 1916 | loss: 0.0311796 | val_loss: 0.0311797 | Time: 1703.67 ms [2022-04-18 14:36:07 main:574] : INFO : Epoch 1917 | loss: 0.0311795 | val_loss: 0.0311829 | Time: 1713.91 ms [2022-04-18 14:36:09 main:574] : INFO : Epoch 1918 | loss: 0.0311806 | val_loss: 0.0311799 | Time: 1714.9 ms [2022-04-18 14:36:11 main:574] : INFO : Epoch 1919 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 1712.67 ms [2022-04-18 14:36:12 main:574] : INFO : Epoch 1920 | loss: 0.0311816 | val_loss: 0.03118 | Time: 1719.17 ms [2022-04-18 14:36:14 main:574] : INFO : Epoch 1921 | loss: 0.0311782 | val_loss: 0.0311812 | Time: 1710.11 ms [2022-04-18 14:36:16 main:574] : INFO : Epoch 1922 | loss: 0.0311774 | val_loss: 0.0311789 | Time: 1710.88 ms [2022-04-18 14:36:17 main:574] : INFO : Epoch 1923 | loss: 0.0311801 | val_loss: 0.0311794 | Time: 1719.74 ms [2022-04-18 14:36:19 main:574] : INFO : Epoch 1924 | loss: 0.0311784 | val_loss: 0.0311799 | Time: 1760.83 ms [2022-04-18 14:36:21 main:574] : INFO : Epoch 1925 | loss: 0.031179 | val_loss: 0.0311829 | Time: 1717.26 ms [2022-04-18 14:36:23 main:574] : INFO : Epoch 1926 | loss: 0.0311781 | val_loss: 0.0311782 | Time: 1710.03 ms [2022-04-18 14:36:24 main:574] : INFO : Epoch 1927 | loss: 0.0311807 | val_loss: 0.031184 | Time: 1709.9 ms [2022-04-18 14:36:26 main:574] : INFO : Epoch 1928 | loss: 0.0311813 | val_loss: 0.0311825 | Time: 1717.45 ms [2022-04-18 14:36:28 main:574] : INFO : Epoch 1929 | loss: 0.0311815 | val_loss: 0.0311789 | Time: 1702.28 ms [2022-04-18 14:36:30 main:574] : INFO : Epoch 1930 | loss: 0.0311776 | val_loss: 0.0311791 | Time: 1699.97 ms [2022-04-18 14:36:31 main:574] : INFO : Epoch 1931 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 1731.61 ms [2022-04-18 14:36:33 main:574] : INFO : Epoch 1932 | loss: 0.031178 | val_loss: 0.0311875 | Time: 1842.05 ms [2022-04-18 14:36:35 main:574] : INFO : Epoch 1933 | loss: 0.0311794 | val_loss: 0.0311792 | Time: 1712.83 ms [2022-04-18 14:36:37 main:574] : INFO : Epoch 1934 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 1741.33 ms [2022-04-18 14:36:38 main:574] : INFO : Epoch 1935 | loss: 0.0311762 | val_loss: 0.0311777 | Time: 1789.98 ms [2022-04-18 14:36:40 main:574] : INFO : Epoch 1936 | loss: 0.0311759 | val_loss: 0.0311773 | Time: 1778.44 ms [2022-04-18 14:36:42 main:574] : INFO : Epoch 1937 | loss: 0.0311749 | val_loss: 0.031178 | Time: 1793.78 ms [2022-04-18 14:36:44 main:574] : INFO : Epoch 1938 | loss: 0.0311748 | val_loss: 0.0311775 | Time: 1820.69 ms [2022-04-18 14:36:46 main:574] : INFO : Epoch 1939 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 1811.06 ms [2022-04-18 14:36:47 main:574] : INFO : Epoch 1940 | loss: 0.0311797 | val_loss: 0.0311786 | Time: 1753.47 ms [2022-04-18 14:36:49 main:574] : INFO : Epoch 1941 | loss: 0.03118 | val_loss: 0.0311845 | Time: 1742.41 ms [2022-04-18 14:36:51 main:574] : INFO : Epoch 1942 | loss: 0.0311879 | val_loss: 0.0311873 | Time: 1745.03 ms [2022-04-18 14:36:53 main:574] : INFO : Epoch 1943 | loss: 0.0311885 | val_loss: 0.0311853 | Time: 1816.71 ms [2022-04-18 14:36:55 main:574] : INFO : Epoch 1944 | loss: 0.0311855 | val_loss: 0.0311832 | Time: 1993.52 ms [2022-04-18 14:36:57 main:574] : INFO : Epoch 1945 | loss: 0.0311836 | val_loss: 0.0311839 | Time: 1990.24 ms [2022-04-18 14:36:59 main:574] : INFO : Epoch 1946 | loss: 0.031185 | val_loss: 0.031185 | Time: 1808.24 ms [2022-04-18 14:37:00 main:574] : INFO : Epoch 1947 | loss: 0.031186 | val_loss: 0.0311851 | Time: 1859.94 ms [2022-04-18 14:37:02 main:574] : INFO : Epoch 1948 | loss: 0.0311868 | val_loss: 0.0311871 | Time: 1820.63 ms [2022-04-18 14:37:04 main:574] : INFO : Epoch 1949 | loss: 0.0311881 | val_loss: 0.031186 | Time: 1813.79 ms [2022-04-18 14:37:06 main:574] : INFO : Epoch 1950 | loss: 0.0311849 | val_loss: 0.0311841 | Time: 1837.24 ms [2022-04-18 14:37:08 main:574] : INFO : Epoch 1951 | loss: 0.031184 | val_loss: 0.0311846 | Time: 1902.48 ms [2022-04-18 14:37:10 main:574] : INFO : Epoch 1952 | loss: 0.0311836 | val_loss: 0.0311836 | Time: 1795.93 ms [2022-04-18 14:37:11 main:574] : INFO : Epoch 1953 | loss: 0.0311832 | val_loss: 0.0311837 | Time: 1797.64 ms [2022-04-18 14:37:13 main:574] : INFO : Epoch 1954 | loss: 0.031186 | val_loss: 0.0312056 | Time: 1820.98 ms [2022-04-18 14:37:15 main:574] : INFO : Epoch 1955 | loss: 0.0311926 | val_loss: 0.0311865 | Time: 1794.92 ms [2022-04-18 14:37:17 main:574] : INFO : Epoch 1956 | loss: 0.0311845 | val_loss: 0.0311901 | Time: 1789.01 ms [2022-04-18 14:37:19 main:574] : INFO : Epoch 1957 | loss: 0.0311839 | val_loss: 0.0311819 | Time: 1781.88 ms [2022-04-18 14:37:20 main:574] : INFO : Epoch 1958 | loss: 0.0311816 | val_loss: 0.0311832 | Time: 1813.42 ms [2022-04-18 14:37:22 main:574] : INFO : Epoch 1959 | loss: 0.031182 | val_loss: 0.0311827 | Time: 1795.86 ms [2022-04-18 14:37:24 main:574] : INFO : Epoch 1960 | loss: 0.0311814 | val_loss: 0.0311845 | Time: 1803.65 ms [2022-04-18 14:37:26 main:574] : INFO : Epoch 1961 | loss: 0.0311831 | val_loss: 0.0311887 | Time: 1814.76 ms [2022-04-18 14:37:28 main:574] : INFO : Epoch 1962 | loss: 0.0311815 | val_loss: 0.0311834 | Time: 1793.19 ms [2022-04-18 14:37:30 main:574] : INFO : Epoch 1963 | loss: 0.0311811 | val_loss: 0.0311823 | Time: 1777.88 ms [2022-04-18 14:37:31 main:574] : INFO : Epoch 1964 | loss: 0.0311821 | val_loss: 0.0311857 | Time: 1808.22 ms [2022-04-18 14:37:33 main:574] : INFO : Epoch 1965 | loss: 0.0311812 | val_loss: 0.0311801 | Time: 1796.62 ms [2022-04-18 14:37:35 main:574] : INFO : Epoch 1966 | loss: 0.031178 | val_loss: 0.0311799 | Time: 1792.85 ms [2022-04-18 14:37:37 main:574] : INFO : Epoch 1967 | loss: 0.0311784 | val_loss: 0.0311827 | Time: 1810.54 ms [2022-04-18 14:37:39 main:574] : INFO : Epoch 1968 | loss: 0.0311799 | val_loss: 0.0311819 | Time: 1797.33 ms [2022-04-18 14:37:40 main:574] : INFO : Epoch 1969 | loss: 0.0311802 | val_loss: 0.0311848 | Time: 1778.82 ms [2022-04-18 14:37:42 main:574] : INFO : Epoch 1970 | loss: 0.0311832 | val_loss: 0.0311841 | Time: 1795.81 ms [2022-04-18 14:37:44 main:574] : INFO : Epoch 1971 | loss: 0.0311839 | val_loss: 0.0311845 | Time: 1822.87 ms [2022-04-18 14:37:46 main:574] : INFO : Epoch 1972 | loss: 0.031185 | val_loss: 0.0311841 | Time: 1822.97 ms [2022-04-18 14:37:48 main:574] : INFO : Epoch 1973 | loss: 0.0311859 | val_loss: 0.0311835 | Time: 1826.57 ms [2022-04-18 14:37:49 main:574] : INFO : Epoch 1974 | loss: 0.0311865 | val_loss: 0.0311924 | Time: 1794.64 ms [2022-04-18 14:37:51 main:574] : INFO : Epoch 1975 | loss: 0.0311882 | val_loss: 0.0311865 | Time: 1816.91 ms [2022-04-18 14:37:53 main:574] : INFO : Epoch 1976 | loss: 0.0311847 | val_loss: 0.0311831 | Time: 1803.65 ms [2022-04-18 14:37:55 main:574] : INFO : Epoch 1977 | loss: 0.0311851 | val_loss: 0.0311818 | Time: 1795.12 ms [2022-04-18 14:37:57 main:574] : INFO : Epoch 1978 | loss: 0.0311838 | val_loss: 0.0311826 | Time: 1785.38 ms [2022-04-18 14:37:58 main:574] : INFO : Epoch 1979 | loss: 0.0311837 | val_loss: 0.0311835 | Time: 1803.39 ms [2022-04-18 14:38:00 main:574] : INFO : Epoch 1980 | loss: 0.0311823 | val_loss: 0.031181 | Time: 1815.82 ms [2022-04-18 14:38:02 main:574] : INFO : Epoch 1981 | loss: 0.0311822 | val_loss: 0.0311827 | Time: 1819.07 ms [2022-04-18 14:38:04 main:574] : INFO : Epoch 1982 | loss: 0.0311863 | val_loss: 0.0311876 | Time: 1809.27 ms [2022-04-18 14:38:06 main:574] : INFO : Epoch 1983 | loss: 0.0311867 | val_loss: 0.0311842 | Time: 1707.44 ms [2022-04-18 14:38:07 main:574] : INFO : Epoch 1984 | loss: 0.0311829 | val_loss: 0.0311818 | Time: 1757.19 ms [2022-04-18 14:38:09 main:574] : INFO : Epoch 1985 | loss: 0.0311812 | val_loss: 0.0311822 | Time: 1719.4 ms [2022-04-18 14:38:11 main:574] : INFO : Epoch 1986 | loss: 0.0311837 | val_loss: 0.0311816 | Time: 1720.25 ms [2022-04-18 14:38:13 main:574] : INFO : Epoch 1987 | loss: 0.0311826 | val_loss: 0.031183 | Time: 1706.47 ms [2022-04-18 14:38:14 main:574] : INFO : Epoch 1988 | loss: 0.0311818 | val_loss: 0.0311813 | Time: 1727.33 ms [2022-04-18 14:38:16 main:574] : INFO : Epoch 1989 | loss: 0.0311826 | val_loss: 0.0311858 | Time: 1747.36 ms [2022-04-18 14:38:18 main:574] : INFO : Epoch 1990 | loss: 0.0311866 | val_loss: 0.031185 | Time: 1710.38 ms [2022-04-18 14:38:20 main:574] : INFO : Epoch 1991 | loss: 0.0311885 | val_loss: 0.0311882 | Time: 1740.18 ms [2022-04-18 14:38:21 main:574] : INFO : Epoch 1992 | loss: 0.031188 | val_loss: 0.0311825 | Time: 1766.01 ms [2022-04-18 14:38:23 main:574] : INFO : Epoch 1993 | loss: 0.0311857 | val_loss: 0.0311835 | Time: 1831.85 ms [2022-04-18 14:38:25 main:574] : INFO : Epoch 1994 | loss: 0.0311855 | val_loss: 0.0311848 | Time: 1847.09 ms [2022-04-18 14:38:27 main:574] : INFO : Epoch 1995 | loss: 0.0311842 | val_loss: 0.0311829 | Time: 1894.99 ms [2022-04-18 14:38:29 main:574] : INFO : Epoch 1996 | loss: 0.0311836 | val_loss: 0.0311826 | Time: 1837.41 ms [2022-04-18 14:38:31 main:574] : INFO : Epoch 1997 | loss: 0.0311851 | val_loss: 0.0311869 | Time: 1804.65 ms [2022-04-18 14:38:32 main:574] : INFO : Epoch 1998 | loss: 0.0311845 | val_loss: 0.0311829 | Time: 1849.34 ms [2022-04-18 14:38:34 main:574] : INFO : Epoch 1999 | loss: 0.0311841 | val_loss: 0.0311831 | Time: 1905.18 ms [2022-04-18 14:38:36 main:574] : INFO : Epoch 2000 | loss: 0.0311836 | val_loss: 0.0311824 | Time: 1928.08 ms [2022-04-18 14:38:38 main:574] : INFO : Epoch 2001 | loss: 0.0311828 | val_loss: 0.0311831 | Time: 1789.59 ms [2022-04-18 14:38:40 main:574] : INFO : Epoch 2002 | loss: 0.0311854 | val_loss: 0.0311839 | Time: 1740.62 ms [2022-04-18 14:38:42 main:574] : INFO : Epoch 2003 | loss: 0.0311826 | val_loss: 0.0311818 | Time: 1724.8 ms [2022-04-18 14:38:43 main:574] : INFO : Epoch 2004 | loss: 0.0311807 | val_loss: 0.0311796 | Time: 1701.15 ms [2022-04-18 14:38:45 main:574] : INFO : Epoch 2005 | loss: 0.0311813 | val_loss: 0.031181 | Time: 1716.54 ms [2022-04-18 14:38:47 main:574] : INFO : Epoch 2006 | loss: 0.0311816 | val_loss: 0.0311844 | Time: 1722.96 ms [2022-04-18 14:38:48 main:574] : INFO : Epoch 2007 | loss: 0.0311835 | val_loss: 0.031185 | Time: 1712.46 ms [2022-04-18 14:38:50 main:574] : INFO : Epoch 2008 | loss: 0.0311865 | val_loss: 0.0311807 | Time: 1831.78 ms [2022-04-18 14:38:52 main:574] : INFO : Epoch 2009 | loss: 0.0311829 | val_loss: 0.0311804 | Time: 1805.92 ms [2022-04-18 14:38:54 main:574] : INFO : Epoch 2010 | loss: 0.0311808 | val_loss: 0.0311803 | Time: 1790.68 ms [2022-04-18 14:38:56 main:574] : INFO : Epoch 2011 | loss: 0.0311844 | val_loss: 0.0311852 | Time: 2030.26 ms [2022-04-18 14:38:58 main:574] : INFO : Epoch 2012 | loss: 0.0311841 | val_loss: 0.0311861 | Time: 1959.26 ms [2022-04-18 14:39:00 main:574] : INFO : Epoch 2013 | loss: 0.0311837 | val_loss: 0.0311849 | Time: 1846.78 ms [2022-04-18 14:39:02 main:574] : INFO : Epoch 2014 | loss: 0.0311825 | val_loss: 0.0311802 | Time: 1765.81 ms [2022-04-18 14:39:03 main:574] : INFO : Epoch 2015 | loss: 0.03118 | val_loss: 0.0311819 | Time: 1728.2 ms [2022-04-18 14:39:05 main:574] : INFO : Epoch 2016 | loss: 0.0311815 | val_loss: 0.0311827 | Time: 1755.05 ms [2022-04-18 14:39:07 main:574] : INFO : Epoch 2017 | loss: 0.031183 | val_loss: 0.0311811 | Time: 1816.21 ms [2022-04-18 14:39:09 main:574] : INFO : Epoch 2018 | loss: 0.0311814 | val_loss: 0.0311824 | Time: 1840.5 ms [2022-04-18 14:39:10 main:574] : INFO : Epoch 2019 | loss: 0.0311808 | val_loss: 0.031182 | Time: 1730.14 ms [2022-04-18 14:39:12 main:574] : INFO : Epoch 2020 | loss: 0.0311816 | val_loss: 0.0311804 | Time: 1719.23 ms [2022-04-18 14:39:14 main:574] : INFO : Epoch 2021 | loss: 0.0311806 | val_loss: 0.0311825 | Time: 1769.81 ms [2022-04-18 14:39:16 main:574] : INFO : Epoch 2022 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 1739.81 ms [2022-04-18 14:39:18 main:574] : INFO : Epoch 2023 | loss: 0.0311787 | val_loss: 0.0311817 | Time: 1911.1 ms [2022-04-18 14:39:20 main:574] : INFO : Epoch 2024 | loss: 0.0311812 | val_loss: 0.0311801 | Time: 1852.36 ms [2022-04-18 14:39:21 main:574] : INFO : Epoch 2025 | loss: 0.03118 | val_loss: 0.0311807 | Time: 1750.4 ms [2022-04-18 14:39:23 main:574] : INFO : Epoch 2026 | loss: 0.0311799 | val_loss: 0.0311811 | Time: 1751.36 ms [2022-04-18 14:39:25 main:574] : INFO : Epoch 2027 | loss: 0.0311806 | val_loss: 0.0311811 | Time: 1750.12 ms [2022-04-18 14:39:27 main:574] : INFO : Epoch 2028 | loss: 0.0311797 | val_loss: 0.0311791 | Time: 1741.54 ms [2022-04-18 14:39:28 main:574] : INFO : Epoch 2029 | loss: 0.0311819 | val_loss: 0.0311804 | Time: 1732.68 ms [2022-04-18 14:39:30 main:574] : INFO : Epoch 2030 | loss: 0.0311837 | val_loss: 0.0311856 | Time: 1928.7 ms [2022-04-18 14:39:32 main:574] : INFO : Epoch 2031 | loss: 0.0311847 | val_loss: 0.0311804 | Time: 1956.36 ms [2022-04-18 14:39:34 main:574] : INFO : Epoch 2032 | loss: 0.0311842 | val_loss: 0.0311812 | Time: 1792.16 ms [2022-04-18 14:39:36 main:574] : INFO : Epoch 2033 | loss: 0.0311829 | val_loss: 0.0311832 | Time: 1767.88 ms [2022-04-18 14:39:37 main:574] : INFO : Epoch 2034 | loss: 0.0311811 | val_loss: 0.0311821 | Time: 1714.98 ms [2022-04-18 14:39:39 main:574] : INFO : Epoch 2035 | loss: 0.031179 | val_loss: 0.0311803 | Time: 1711.07 ms [2022-04-18 14:39:41 main:574] : INFO : Epoch 2036 | loss: 0.0311789 | val_loss: 0.0311809 | Time: 1721.46 ms [2022-04-18 14:39:43 main:574] : INFO : Epoch 2037 | loss: 0.0311802 | val_loss: 0.0311814 | Time: 1711.6 ms [2022-04-18 14:39:44 main:574] : INFO : Epoch 2038 | loss: 0.0311799 | val_loss: 0.0311827 | Time: 1710.99 ms [2022-04-18 14:39:46 main:574] : INFO : Epoch 2039 | loss: 0.0311792 | val_loss: 0.0311807 | Time: 1731.28 ms [2022-04-18 14:39:48 main:574] : INFO : Epoch 2040 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 1713.42 ms [2022-04-18 14:39:50 main:574] : INFO : Epoch 2041 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 1712.17 ms [2022-04-18 14:39:51 main:574] : INFO : Epoch 2042 | loss: 0.0311814 | val_loss: 0.0311797 | Time: 1715.12 ms [2022-04-18 14:39:53 main:574] : INFO : Epoch 2043 | loss: 0.031181 | val_loss: 0.0311795 | Time: 1709.56 ms [2022-04-18 14:39:55 main:574] : INFO : Epoch 2044 | loss: 0.0311783 | val_loss: 0.0311823 | Time: 1754.52 ms [2022-04-18 14:39:57 main:574] : INFO : Epoch 2045 | loss: 0.0311776 | val_loss: 0.0311849 | Time: 1737.48 ms [2022-04-18 14:39:58 main:574] : INFO : Epoch 2046 | loss: 0.0311792 | val_loss: 0.0311817 | Time: 1744.39 ms [2022-04-18 14:40:00 main:574] : INFO : Epoch 2047 | loss: 0.0311787 | val_loss: 0.0311801 | Time: 1723.91 ms [2022-04-18 14:40:02 main:574] : INFO : Epoch 2048 | loss: 0.0311765 | val_loss: 0.0311787 | Time: 1876.03 ms [2022-04-18 14:40:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311787 [2022-04-18 14:40:02 main:603] : INFO : Saving end state to config to file [2022-04-18 14:40:02 main:608] : INFO : Success, exiting.. 14:40:02 (9860): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)