Task 7644223
| Name | ParityModified-1631730692-4960-3_0 |
| Workunit | 5296894 |
| Created | 27 Sep 2021, 10:34:15 UTC |
| Sent | 3 Oct 2021, 20:00:56 UTC |
| Report deadline | 10 Oct 2021, 20:00:56 UTC |
| Received | 4 Oct 2021, 19:10:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 55 min 43 sec |
| CPU time | 55 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.031158 | val_loss: 0.0311746 | Time: 1642.97 ms
[2021-10-04 20:57:34 main:581] : INFO : Epoch 1539 | loss: 0.0311641 | val_loss: 0.0311707 | Time: 1642.83 ms
[2021-10-04 20:57:36 main:581] : INFO : Epoch 1540 | loss: 0.0311593 | val_loss: 0.0311718 | Time: 1730.68 ms
[2021-10-04 20:57:38 main:581] : INFO : Epoch 1541 | loss: 0.0311568 | val_loss: 0.0311696 | Time: 1713.03 ms
[2021-10-04 20:57:39 main:581] : INFO : Epoch 1542 | loss: 0.0311556 | val_loss: 0.0311694 | Time: 1641.06 ms
[2021-10-04 20:57:41 main:581] : INFO : Epoch 1543 | loss: 0.0311541 | val_loss: 0.0311677 | Time: 1725.07 ms
[2021-10-04 20:57:43 main:581] : INFO : Epoch 1544 | loss: 0.0311547 | val_loss: 0.0311675 | Time: 1640.47 ms
[2021-10-04 20:57:44 main:581] : INFO : Epoch 1545 | loss: 0.0311551 | val_loss: 0.0311691 | Time: 1621.92 ms
[2021-10-04 20:57:46 main:581] : INFO : Epoch 1546 | loss: 0.0311547 | val_loss: 0.0311711 | Time: 1760.06 ms
[2021-10-04 20:57:48 main:581] : INFO : Epoch 1547 | loss: 0.0311541 | val_loss: 0.0311737 | Time: 1578.71 ms
[2021-10-04 20:57:49 main:581] : INFO : Epoch 1548 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 1713.92 ms
[2021-10-04 20:57:51 main:581] : INFO : Epoch 1549 | loss: 0.0311572 | val_loss: 0.0311696 | Time: 1613.99 ms
[2021-10-04 20:57:53 main:581] : INFO : Epoch 1550 | loss: 0.0311558 | val_loss: 0.0311669 | Time: 1724.22 ms
[2021-10-04 20:57:54 main:581] : INFO : Epoch 1551 | loss: 0.0311561 | val_loss: 0.0311699 | Time: 1710.32 ms
[2021-10-04 20:57:56 main:581] : INFO : Epoch 1552 | loss: 0.0311567 | val_loss: 0.0311727 | Time: 1649.42 ms
[2021-10-04 20:57:58 main:581] : INFO : Epoch 1553 | loss: 0.0311565 | val_loss: 0.0311696 | Time: 1645.98 ms
[2021-10-04 20:57:59 main:581] : INFO : Epoch 1554 | loss: 0.0311563 | val_loss: 0.0311728 | Time: 1705.22 ms
[2021-10-04 20:58:01 main:581] : INFO : Epoch 1555 | loss: 0.0311557 | val_loss: 0.0311716 | Time: 1652.05 ms
[2021-10-04 20:58:03 main:581] : INFO : Epoch 1556 | loss: 0.0311554 | val_loss: 0.0311826 | Time: 1680.74 ms
[2021-10-04 20:58:04 main:581] : INFO : Epoch 1557 | loss: 0.0311576 | val_loss: 0.0311694 | Time: 1622.92 ms
[2021-10-04 20:58:06 main:581] : INFO : Epoch 1558 | loss: 0.0311538 | val_loss: 0.0311724 | Time: 1603.27 ms
[2021-10-04 20:58:08 main:581] : INFO : Epoch 1559 | loss: 0.0311523 | val_loss: 0.0311722 | Time: 1616.96 ms
[2021-10-04 20:58:09 main:581] : INFO : Epoch 1560 | loss: 0.0311553 | val_loss: 0.0311707 | Time: 1640.83 ms
[2021-10-04 20:58:11 main:581] : INFO : Epoch 1561 | loss: 0.0311581 | val_loss: 0.0311721 | Time: 1591.7 ms
[2021-10-04 20:58:12 main:581] : INFO : Epoch 1562 | loss: 0.0311602 | val_loss: 0.0311705 | Time: 1545.12 ms
[2021-10-04 20:58:14 main:581] : INFO : Epoch 1563 | loss: 0.0311565 | val_loss: 0.031174 | Time: 1589.52 ms
[2021-10-04 20:58:15 main:581] : INFO : Epoch 1564 | loss: 0.0311578 | val_loss: 0.0311708 | Time: 1583.34 ms
[2021-10-04 20:58:17 main:581] : INFO : Epoch 1565 | loss: 0.0311564 | val_loss: 0.0311714 | Time: 1660.1 ms
[2021-10-04 20:58:19 main:581] : INFO : Epoch 1566 | loss: 0.0311561 | val_loss: 0.0311753 | Time: 1622.25 ms
[2021-10-04 20:58:20 main:581] : INFO : Epoch 1567 | loss: 0.0311604 | val_loss: 0.0311743 | Time: 1556.25 ms
[2021-10-04 20:58:22 main:581] : INFO : Epoch 1568 | loss: 0.0311553 | val_loss: 0.031171 | Time: 1481.85 ms
[2021-10-04 20:58:23 main:581] : INFO : Epoch 1569 | loss: 0.0311566 | val_loss: 0.0311752 | Time: 1559.66 ms
[2021-10-04 20:58:25 main:581] : INFO : Epoch 1570 | loss: 0.0311578 | val_loss: 0.0311717 | Time: 1540.04 ms
[2021-10-04 20:58:27 main:581] : INFO : Epoch 1571 | loss: 0.0311553 | val_loss: 0.0311711 | Time: 1633.31 ms
[2021-10-04 20:58:28 main:581] : INFO : Epoch 1572 | loss: 0.03116 | val_loss: 0.0311789 | Time: 1547.81 ms
[2021-10-04 20:58:30 main:581] : INFO : Epoch 1573 | loss: 0.0311646 | val_loss: 0.0311751 | Time: 1489.3 ms
[2021-10-04 20:58:31 main:581] : INFO : Epoch 1574 | loss: 0.0311637 | val_loss: 0.0311684 | Time: 1610.8 ms
[2021-10-04 20:58:33 main:581] : INFO : Epoch 1575 | loss: 0.0311561 | val_loss: 0.0311707 | Time: 1562.27 ms
[2021-10-04 20:58:34 main:581] : INFO : Epoch 1576 | loss: 0.0311548 | val_loss: 0.0311712 | Time: 1425.75 ms
[2021-10-04 20:58:36 main:581] : INFO : Epoch 1577 | loss: 0.0311533 | val_loss: 0.03117 | Time: 1619.27 ms
[2021-10-04 20:58:37 main:581] : INFO : Epoch 1578 | loss: 0.031152 | val_loss: 0.0311707 | Time: 1507.78 ms
[2021-10-04 20:58:39 main:581] : INFO : Epoch 1579 | loss: 0.0311528 | val_loss: 0.0311741 | Time: 1454.45 ms
[2021-10-04 20:58:40 main:581] : INFO : Epoch 1580 | loss: 0.0311535 | val_loss: 0.0311738 | Time: 1558.62 ms
[2021-10-04 20:58:42 main:581] : INFO : Epoch 1581 | loss: 0.0311533 | val_loss: 0.0311699 | Time: 1522.79 ms
[2021-10-04 20:58:43 main:581] : INFO : Epoch 1582 | loss: 0.031152 | val_loss: 0.0311703 | Time: 1554.61 ms
[2021-10-04 20:58:45 main:581] : INFO : Epoch 1583 | loss: 0.0311518 | val_loss: 0.0311748 | Time: 1567.19 ms
[2021-10-04 20:58:47 main:581] : INFO : Epoch 1584 | loss: 0.0311569 | val_loss: 0.0311768 | Time: 1649.89 ms
[2021-10-04 20:58:48 main:581] : INFO : Epoch 1585 | loss: 0.031158 | val_loss: 0.0311779 | Time: 1575.84 ms
[2021-10-04 20:58:50 main:581] : INFO : Epoch 1586 | loss: 0.0311552 | val_loss: 0.0311714 | Time: 1563.11 ms
[2021-10-04 20:58:51 main:581] : INFO : Epoch 1587 | loss: 0.0311536 | val_loss: 0.0311703 | Time: 1556.35 ms
[2021-10-04 20:58:53 main:581] : INFO : Epoch 1588 | loss: 0.0311531 | val_loss: 0.0311723 | Time: 1519.03 ms
[2021-10-04 20:58:54 main:581] : INFO : Epoch 1589 | loss: 0.0311581 | val_loss: 0.0311718 | Time: 1637.28 ms
[2021-10-04 20:58:56 main:581] : INFO : Epoch 1590 | loss: 0.0311583 | val_loss: 0.0311726 | Time: 1574.08 ms
[2021-10-04 20:58:58 main:581] : INFO : Epoch 1591 | loss: 0.0311552 | val_loss: 0.031169 | Time: 1486.05 ms
[2021-10-04 20:58:59 main:581] : INFO : Epoch 1592 | loss: 0.0311531 | val_loss: 0.0311696 | Time: 1498.54 ms
[2021-10-04 20:59:01 main:581] : INFO : Epoch 1593 | loss: 0.0311509 | val_loss: 0.0311693 | Time: 1614.69 ms
[2021-10-04 20:59:02 main:581] : INFO : Epoch 1594 | loss: 0.0311525 | val_loss: 0.0311728 | Time: 1608.89 ms
[2021-10-04 20:59:04 main:581] : INFO : Epoch 1595 | loss: 0.0311526 | val_loss: 0.0311701 | Time: 1559.97 ms
[2021-10-04 20:59:05 main:581] : INFO : Epoch 1596 | loss: 0.0311518 | val_loss: 0.0311748 | Time: 1647.86 ms
[2021-10-04 20:59:07 main:581] : INFO : Epoch 1597 | loss: 0.0311544 | val_loss: 0.0311786 | Time: 1568.99 ms
[2021-10-04 20:59:09 main:581] : INFO : Epoch 1598 | loss: 0.0311546 | val_loss: 0.0311797 | Time: 1524.74 ms
[2021-10-04 20:59:10 main:581] : INFO : Epoch 1599 | loss: 0.0311548 | val_loss: 0.0311815 | Time: 1507.89 ms
[2021-10-04 20:59:12 main:581] : INFO : Epoch 1600 | loss: 0.0311545 | val_loss: 0.0311738 | Time: 1488.27 ms
[2021-10-04 20:59:13 main:581] : INFO : Epoch 1601 | loss: 0.0311556 | val_loss: 0.0311759 | Time: 1421.79 ms
[2021-10-04 20:59:15 main:581] : INFO : Epoch 1602 | loss: 0.0311529 | val_loss: 0.0311702 | Time: 1663.96 ms
[2021-10-04 20:59:16 main:581] : INFO : Epoch 1603 | loss: 0.0311534 | val_loss: 0.0311739 | Time: 1593.79 ms
[2021-10-04 20:59:18 main:581] : INFO : Epoch 1604 | loss: 0.0311521 | val_loss: 0.0311693 | Time: 1434.86 ms
[2021-10-04 20:59:19 main:581] : INFO : Epoch 1605 | loss: 0.0311532 | val_loss: 0.0311706 | Time: 1549.99 ms
[2021-10-04 20:59:21 main:581] : INFO : Epoch 1606 | loss: 0.0311632 | val_loss: 0.0311738 | Time: 1450.52 ms
[2021-10-04 20:59:22 main:581] : INFO : Epoch 1607 | loss: 0.0311607 | val_loss: 0.0311687 | Time: 1497.42 ms
[2021-10-04 20:59:24 main:581] : INFO : Epoch 1608 | loss: 0.0311554 | val_loss: 0.0311678 | Time: 1535.98 ms
[2021-10-04 20:59:25 main:581] : INFO : Epoch 1609 | loss: 0.0311559 | val_loss: 0.0311768 | Time: 1509.08 ms
[2021-10-04 20:59:27 main:581] : INFO : Epoch 1610 | loss: 0.0311547 | val_loss: 0.03117 | Time: 1518.85 ms
[2021-10-04 20:59:28 main:581] : INFO : Epoch 1611 | loss: 0.0311529 | val_loss: 0.0311683 | Time: 1533.92 ms
[2021-10-04 20:59:30 main:581] : INFO : Epoch 1612 | loss: 0.0311508 | val_loss: 0.0311677 | Time: 1593.35 ms
[2021-10-04 20:59:31 main:581] : INFO : Epoch 1613 | loss: 0.0311505 | val_loss: 0.0311679 | Time: 1574.99 ms
[2021-10-04 20:59:33 main:581] : INFO : Epoch 1614 | loss: 0.0311492 | val_loss: 0.0311671 | Time: 1485.42 ms
[2021-10-04 20:59:35 main:581] : INFO : Epoch 1615 | loss: 0.0311498 | val_loss: 0.0311688 | Time: 1712.55 ms
[2021-10-04 20:59:36 main:581] : INFO : Epoch 1616 | loss: 0.0311507 | val_loss: 0.0311673 | Time: 1540.26 ms
[2021-10-04 20:59:38 main:581] : INFO : Epoch 1617 | loss: 0.0311532 | val_loss: 0.0311737 | Time: 1581.3 ms
[2021-10-04 20:59:39 main:581] : INFO : Epoch 1618 | loss: 0.0311516 | val_loss: 0.031175 | Time: 1608.75 ms
[2021-10-04 20:59:41 main:581] : INFO : Epoch 1619 | loss: 0.0311521 | val_loss: 0.0311713 | Time: 1655.61 ms
[2021-10-04 20:59:43 main:581] : INFO : Epoch 1620 | loss: 0.0311502 | val_loss: 0.0311703 | Time: 1515.37 ms
[2021-10-04 20:59:44 main:581] : INFO : Epoch 1621 | loss: 0.0311476 | val_loss: 0.0311689 | Time: 1602.22 ms
[2021-10-04 20:59:46 main:581] : INFO : Epoch 1622 | loss: 0.0311496 | val_loss: 0.0311694 | Time: 1587.81 ms
[2021-10-04 20:59:47 main:581] : INFO : Epoch 1623 | loss: 0.0311494 | val_loss: 0.031171 | Time: 1544.74 ms
[2021-10-04 20:59:49 main:581] : INFO : Epoch 1624 | loss: 0.0311483 | val_loss: 0.0311674 | Time: 1553.68 ms
[2021-10-04 20:59:50 main:581] : INFO : Epoch 1625 | loss: 0.0311483 | val_loss: 0.0311672 | Time: 1641.78 ms
[2021-10-04 20:59:52 main:581] : INFO : Epoch 1626 | loss: 0.0311491 | val_loss: 0.031173 | Time: 1614.18 ms
[2021-10-04 20:59:54 main:581] : INFO : Epoch 1627 | loss: 0.03115 | val_loss: 0.0311666 | Time: 1622.1 ms
[2021-10-04 20:59:55 main:581] : INFO : Epoch 1628 | loss: 0.0311519 | val_loss: 0.0311675 | Time: 1577.38 ms
[2021-10-04 20:59:57 main:581] : INFO : Epoch 1629 | loss: 0.0311498 | val_loss: 0.0311679 | Time: 1502.68 ms
[2021-10-04 20:59:58 main:581] : INFO : Epoch 1630 | loss: 0.0311477 | val_loss: 0.0311664 | Time: 1468.08 ms
[2021-10-04 21:00:00 main:581] : INFO : Epoch 1631 | loss: 0.0311477 | val_loss: 0.0311677 | Time: 1562.22 ms
[2021-10-04 21:00:01 main:581] : INFO : Epoch 1632 | loss: 0.0311475 | val_loss: 0.0311726 | Time: 1483.01 ms
[2021-10-04 21:00:03 main:581] : INFO : Epoch 1633 | loss: 0.0311477 | val_loss: 0.0311673 | Time: 1585.34 ms
[2021-10-04 21:00:04 main:581] : INFO : Epoch 1634 | loss: 0.0311488 | val_loss: 0.0311678 | Time: 1544.62 ms
[2021-10-04 21:00:06 main:581] : INFO : Epoch 1635 | loss: 0.0311481 | val_loss: 0.0311671 | Time: 1615.44 ms
[2021-10-04 21:00:08 main:581] : INFO : Epoch 1636 | loss: 0.0311495 | val_loss: 0.0311701 | Time: 1655.09 ms
[2021-10-04 21:00:09 main:581] : INFO : Epoch 1637 | loss: 0.0311545 | val_loss: 0.0311708 | Time: 1499.85 ms
[2021-10-04 21:00:11 main:581] : INFO : Epoch 1638 | loss: 0.0311533 | val_loss: 0.0311689 | Time: 1664.26 ms
[2021-10-04 21:00:12 main:581] : INFO : Epoch 1639 | loss: 0.0311517 | val_loss: 0.0311728 | Time: 1562.98 ms
[2021-10-04 21:00:14 main:581] : INFO : Epoch 1640 | loss: 0.0311551 | val_loss: 0.0311685 | Time: 1540.16 ms
[2021-10-04 21:00:16 main:581] : INFO : Epoch 1641 | loss: 0.0311605 | val_loss: 0.0311682 | Time: 1549.09 ms
[2021-10-04 21:00:17 main:581] : INFO : Epoch 1642 | loss: 0.0311535 | val_loss: 0.0311648 | Time: 1575.08 ms
[2021-10-04 21:00:19 main:581] : INFO : Epoch 1643 | loss: 0.0311495 | val_loss: 0.0311649 | Time: 1529.77 ms
[2021-10-04 21:00:20 main:581] : INFO : Epoch 1644 | loss: 0.0311488 | val_loss: 0.0311645 | Time: 1536.43 ms
[2021-10-04 21:00:22 main:581] : INFO : Epoch 1645 | loss: 0.0311526 | val_loss: 0.0311642 | Time: 1565.77 ms
[2021-10-04 21:00:23 main:581] : INFO : Epoch 1646 | loss: 0.0311527 | val_loss: 0.0311645 | Time: 1573.13 ms
[2021-10-04 21:00:25 main:581] : INFO : Epoch 1647 | loss: 0.0311511 | val_loss: 0.0311661 | Time: 1576.42 ms
[2021-10-04 21:00:26 main:581] : INFO : Epoch 1648 | loss: 0.031151 | val_loss: 0.0311651 | Time: 1553.32 ms
[2021-10-04 21:00:28 main:581] : INFO : Epoch 1649 | loss: 0.031151 | val_loss: 0.0311731 | Time: 1571.23 ms
[2021-10-04 21:00:30 main:581] : INFO : Epoch 1650 | loss: 0.0311515 | val_loss: 0.031169 | Time: 1553.23 ms
[2021-10-04 21:00:31 main:581] : INFO : Epoch 1651 | loss: 0.0311507 | val_loss: 0.0311715 | Time: 1584.28 ms
[2021-10-04 21:00:33 main:581] : INFO : Epoch 1652 | loss: 0.0311517 | val_loss: 0.031167 | Time: 1530.77 ms
[2021-10-04 21:00:34 main:581] : INFO : Epoch 1653 | loss: 0.0311518 | val_loss: 0.03118 | Time: 1450.88 ms
[2021-10-04 21:00:36 main:581] : INFO : Epoch 1654 | loss: 0.0311548 | val_loss: 0.0311659 | Time: 1480.41 ms
[2021-10-04 21:00:37 main:581] : INFO : Epoch 1655 | loss: 0.0311505 | val_loss: 0.0311707 | Time: 1484.53 ms
[2021-10-04 21:00:39 main:581] : INFO : Epoch 1656 | loss: 0.0311489 | val_loss: 0.0311659 | Time: 1502.45 ms
[2021-10-04 21:00:40 main:581] : INFO : Epoch 1657 | loss: 0.0311509 | val_loss: 0.0311693 | Time: 1506.91 ms
[2021-10-04 21:00:42 main:581] : INFO : Epoch 1658 | loss: 0.0311497 | val_loss: 0.0311671 | Time: 1570.61 ms
[2021-10-04 21:00:43 main:581] : INFO : Epoch 1659 | loss: 0.031156 | val_loss: 0.0311725 | Time: 1558.38 ms
[2021-10-04 21:00:45 main:581] : INFO : Epoch 1660 | loss: 0.0311549 | val_loss: 0.0311686 | Time: 1482.07 ms
[2021-10-04 21:00:46 main:581] : INFO : Epoch 1661 | loss: 0.0311538 | val_loss: 0.0311681 | Time: 1545.43 ms
[2021-10-04 21:00:48 main:581] : INFO : Epoch 1662 | loss: 0.0311533 | val_loss: 0.0311666 | Time: 1490.36 ms
[2021-10-04 21:00:49 main:581] : INFO : Epoch 1663 | loss: 0.0311513 | val_loss: 0.0311644 | Time: 1485.1 ms
[2021-10-04 21:00:51 main:581] : INFO : Epoch 1664 | loss: 0.0311541 | val_loss: 0.0311641 | Time: 1582.02 ms
[2021-10-04 21:00:52 main:581] : INFO : Epoch 1665 | loss: 0.0311506 | val_loss: 0.0311682 | Time: 1502.79 ms
[2021-10-04 21:00:54 main:581] : INFO : Epoch 1666 | loss: 0.0311508 | val_loss: 0.0311644 | Time: 1451.54 ms
[2021-10-04 21:00:55 main:581] : INFO : Epoch 1667 | loss: 0.0311523 | val_loss: 0.0311675 | Time: 1513.04 ms
[2021-10-04 21:00:57 main:581] : INFO : Epoch 1668 | loss: 0.0311564 | val_loss: 0.0311708 | Time: 1532.94 ms
[2021-10-04 21:00:58 main:581] : INFO : Epoch 1669 | loss: 0.0311546 | val_loss: 0.0311651 | Time: 1574.72 ms
[2021-10-04 21:01:00 main:581] : INFO : Epoch 1670 | loss: 0.031151 | val_loss: 0.0311646 | Time: 1436.59 ms
[2021-10-04 21:01:01 main:581] : INFO : Epoch 1671 | loss: 0.0311515 | val_loss: 0.0311628 | Time: 1511.04 ms
[2021-10-04 21:01:03 main:581] : INFO : Epoch 1672 | loss: 0.0311497 | val_loss: 0.0311702 | Time: 1494.43 ms
[2021-10-04 21:01:04 main:581] : INFO : Epoch 1673 | loss: 0.0311494 | val_loss: 0.0311635 | Time: 1465.94 ms
[2021-10-04 21:01:06 main:581] : INFO : Epoch 1674 | loss: 0.0311506 | val_loss: 0.0311638 | Time: 1528.75 ms
[2021-10-04 21:01:07 main:581] : INFO : Epoch 1675 | loss: 0.0311491 | val_loss: 0.0311635 | Time: 1482.6 ms
[2021-10-04 21:01:09 main:581] : INFO : Epoch 1676 | loss: 0.03115 | val_loss: 0.0311673 | Time: 1486.52 ms
[2021-10-04 21:01:10 main:581] : INFO : Epoch 1677 | loss: 0.0311502 | val_loss: 0.0311655 | Time: 1659.3 ms
[2021-10-04 21:01:12 main:581] : INFO : Epoch 1678 | loss: 0.0311493 | val_loss: 0.031172 | Time: 1550.93 ms
[2021-10-04 21:01:14 main:581] : INFO : Epoch 1679 | loss: 0.0311477 | val_loss: 0.0311658 | Time: 1524.47 ms
[2021-10-04 21:01:15 main:581] : INFO : Epoch 1680 | loss: 0.0311487 | val_loss: 0.0311724 | Time: 1491.8 ms
[2021-10-04 21:01:16 main:581] : INFO : Epoch 1681 | loss: 0.0311501 | val_loss: 0.031166 | Time: 1459.75 ms
[2021-10-04 21:01:18 main:581] : INFO : Epoch 1682 | loss: 0.0311505 | val_loss: 0.0311677 | Time: 1519.7 ms
[2021-10-04 21:01:19 main:581] : INFO : Epoch 1683 | loss: 0.0311495 | val_loss: 0.0311683 | Time: 1489.17 ms
[2021-10-04 21:01:21 main:581] : INFO : Epoch 1684 | loss: 0.0311513 | val_loss: 0.0311696 | Time: 1430.07 ms
[2021-10-04 21:01:22 main:581] : INFO : Epoch 1685 | loss: 0.0311487 | val_loss: 0.0311676 | Time: 1507.02 ms
[2021-10-04 21:01:24 main:581] : INFO : Epoch 1686 | loss: 0.0311487 | val_loss: 0.0311657 | Time: 1689.99 ms
[2021-10-04 21:01:26 main:581] : INFO : Epoch 1687 | loss: 0.0311505 | val_loss: 0.031169 | Time: 1540.8 ms
[2021-10-04 21:01:27 main:581] : INFO : Epoch 1688 | loss: 0.0311481 | val_loss: 0.0311681 | Time: 1571.64 ms
[2021-10-04 21:01:29 main:581] : INFO : Epoch 1689 | loss: 0.0311484 | val_loss: 0.0311664 | Time: 1625.63 ms
[2021-10-04 21:01:30 main:581] : INFO : Epoch 1690 | loss: 0.0311502 | val_loss: 0.031167 | Time: 1502.12 ms
[2021-10-04 21:01:32 main:581] : INFO : Epoch 1691 | loss: 0.0311567 | val_loss: 0.0311737 | Time: 1523.37 ms
[2021-10-04 21:01:33 main:581] : INFO : Epoch 1692 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 1491.27 ms
[2021-10-04 21:01:35 main:581] : INFO : Epoch 1693 | loss: 0.0311713 | val_loss: 0.0311725 | Time: 1487.99 ms
[2021-10-04 21:01:36 main:581] : INFO : Epoch 1694 | loss: 0.0311686 | val_loss: 0.0311723 | Time: 1537.49 ms
[2021-10-04 21:01:38 main:581] : INFO : Epoch 1695 | loss: 0.0311649 | val_loss: 0.0311687 | Time: 1537.19 ms
[2021-10-04 21:01:39 main:581] : INFO : Epoch 1696 | loss: 0.0311638 | val_loss: 0.0311681 | Time: 1479.61 ms
[2021-10-04 21:01:41 main:581] : INFO : Epoch 1697 | loss: 0.0311642 | val_loss: 0.0311701 | Time: 1603.94 ms
[2021-10-04 21:01:43 main:581] : INFO : Epoch 1698 | loss: 0.0311627 | val_loss: 0.0311675 | Time: 1528.01 ms
[2021-10-04 21:01:44 main:581] : INFO : Epoch 1699 | loss: 0.0311615 | val_loss: 0.0311736 | Time: 1554.5 ms
[2021-10-04 21:01:46 main:581] : INFO : Epoch 1700 | loss: 0.0311629 | val_loss: 0.0311686 | Time: 1635.94 ms
[2021-10-04 21:01:47 main:581] : INFO : Epoch 1701 | loss: 0.0311623 | val_loss: 0.0311687 | Time: 1542.26 ms
[2021-10-04 21:01:49 main:581] : INFO : Epoch 1702 | loss: 0.0311616 | val_loss: 0.0311686 | Time: 1514.53 ms
[2021-10-04 21:01:50 main:581] : INFO : Epoch 1703 | loss: 0.031163 | val_loss: 0.0311723 | Time: 1491.04 ms
[2021-10-04 21:01:52 main:581] : INFO : Epoch 1704 | loss: 0.0311655 | val_loss: 0.0311711 | Time: 1477.54 ms
[2021-10-04 21:01:53 main:581] : INFO : Epoch 1705 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 1461.79 ms
[2021-10-04 21:01:55 main:581] : INFO : Epoch 1706 | loss: 0.031182 | val_loss: 0.0311859 | Time: 1492.55 ms
[2021-10-04 21:01:56 main:581] : INFO : Epoch 1707 | loss: 0.0311859 | val_loss: 0.0311809 | Time: 1583.71 ms
[2021-10-04 21:01:58 main:581] : INFO : Epoch 1708 | loss: 0.0311871 | val_loss: 0.0311876 | Time: 1588.14 ms
[2021-10-04 21:02:00 main:581] : INFO : Epoch 1709 | loss: 0.0311877 | val_loss: 0.0311892 | Time: 1623.86 ms
[2021-10-04 21:02:01 main:581] : INFO : Epoch 1710 | loss: 0.0311934 | val_loss: 0.0312051 | Time: 1502.8 ms
[2021-10-04 21:02:03 main:581] : INFO : Epoch 1711 | loss: 0.0312073 | val_loss: 0.0312218 | Time: 1556.54 ms
[2021-10-04 21:02:04 main:581] : INFO : Epoch 1712 | loss: 0.0312176 | val_loss: 0.0312195 | Time: 1520.93 ms
[2021-10-04 21:02:06 main:581] : INFO : Epoch 1713 | loss: 0.0312106 | val_loss: 0.0312116 | Time: 1488.94 ms
[2021-10-04 21:02:07 main:581] : INFO : Epoch 1714 | loss: 0.0312111 | val_loss: 0.0312159 | Time: 1497.23 ms
[2021-10-04 21:02:09 main:581] : INFO : Epoch 1715 | loss: 0.0312093 | val_loss: 0.0312107 | Time: 1431.29 ms
[2021-10-04 21:02:10 main:581] : INFO : Epoch 1716 | loss: 0.0312052 | val_loss: 0.0312055 | Time: 1585.09 ms
[2021-10-04 21:02:12 main:581] : INFO : Epoch 1717 | loss: 0.0312038 | val_loss: 0.0312027 | Time: 1629.91 ms
[2021-10-04 21:02:13 main:581] : INFO : Epoch 1718 | loss: 0.0312012 | val_loss: 0.0312161 | Time: 1529.58 ms
[2021-10-04 21:02:15 main:581] : INFO : Epoch 1719 | loss: 0.0312002 | val_loss: 0.0312354 | Time: 1559.97 ms
[2021-10-04 21:02:16 main:581] : INFO : Epoch 1720 | loss: 0.0311986 | val_loss: 0.0312005 | Time: 1567.72 ms
[2021-10-04 21:02:18 main:581] : INFO : Epoch 1721 | loss: 0.0311994 | val_loss: 0.0312007 | Time: 1586.97 ms
[2021-10-04 21:02:19 main:581] : INFO : Epoch 1722 | loss: 0.0312007 | val_loss: 0.0312056 | Time: 1519.7 ms
[2021-10-04 21:02:21 main:581] : INFO : Epoch 1723 | loss: 0.0312008 | val_loss: 0.0312004 | Time: 1442.32 ms
[2021-10-04 21:02:23 main:581] : INFO : Epoch 1724 | loss: 0.0311977 | val_loss: 0.0311978 | Time: 1575.45 ms
[2021-10-04 21:02:24 main:581] : INFO : Epoch 1725 | loss: 0.0311957 | val_loss: 0.031196 | Time: 1538.55 ms
[2021-10-04 21:02:26 main:581] : INFO : Epoch 1726 | loss: 0.0311942 | val_loss: 0.0311935 | Time: 1490.58 ms
[2021-10-04 21:02:27 main:581] : INFO : Epoch 1727 | loss: 0.0311939 | val_loss: 0.0311947 | Time: 1550.27 ms
[2021-10-04 21:02:29 main:581] : INFO : Epoch 1728 | loss: 0.0311943 | val_loss: 0.0311954 | Time: 1646.85 ms
[2021-10-04 21:02:30 main:581] : INFO : Epoch 1729 | loss: 0.0311939 | val_loss: 0.031194 | Time: 1511.9 ms
[2021-10-04 21:02:32 main:581] : INFO : Epoch 1730 | loss: 0.0311935 | val_loss: 0.0311942 | Time: 1695.22 ms
[2021-10-04 21:02:33 main:581] : INFO : Epoch 1731 | loss: 0.0311934 | val_loss: 0.0311932 | Time: 1434.4 ms
[2021-10-04 21:02:35 main:581] : INFO : Epoch 1732 | loss: 0.0311928 | val_loss: 0.0311935 | Time: 1521.17 ms
[2021-10-04 21:02:36 main:581] : INFO : Epoch 1733 | loss: 0.0311924 | val_loss: 0.0311932 | Time: 1486.8 ms
[2021-10-04 21:02:38 main:581] : INFO : Epoch 1734 | loss: 0.0311921 | val_loss: 0.0311939 | Time: 1523.13 ms
[2021-10-04 21:02:39 main:581] : INFO : Epoch 1735 | loss: 0.0311963 | val_loss: 0.0312088 | Time: 1554.55 ms
[2021-10-04 21:02:41 main:581] : INFO : Epoch 1736 | loss: 0.0312083 | val_loss: 0.0312089 | Time: 1528.78 ms
[2021-10-04 21:02:43 main:581] : INFO : Epoch 1737 | loss: 0.0312079 | val_loss: 0.0312067 | Time: 1525.71 ms
[2021-10-04 21:02:44 main:581] : INFO : Epoch 1738 | loss: 0.0312075 | val_loss: 0.0312119 | Time: 1614.93 ms
[2021-10-04 21:02:46 main:581] : INFO : Epoch 1739 | loss: 0.0312094 | val_loss: 0.031212 | Time: 1629.26 ms
[2021-10-04 21:02:47 main:581] : INFO : Epoch 1740 | loss: 0.0312104 | val_loss: 0.0312152 | Time: 1544.53 ms
[2021-10-04 21:02:49 main:581] : INFO : Epoch 1741 | loss: 0.0312136 | val_loss: 0.0312212 | Time: 1461.03 ms
[2021-10-04 21:02:50 main:581] : INFO : Epoch 1742 | loss: 0.0312201 | val_loss: 0.0312221 | Time: 1482.01 ms
[2021-10-04 21:02:52 main:581] : INFO : Epoch 1743 | loss: 0.0312226 | val_loss: 0.0312189 | Time: 1508.65 ms
[2021-10-04 21:02:53 main:581] : INFO : Epoch 1744 | loss: 0.0312197 | val_loss: 0.0312219 | Time: 1548.86 ms
[2021-10-04 21:02:55 main:581] : INFO : Epoch 1745 | loss: 0.0312183 | val_loss: 0.0312158 | Time: 1511.67 ms
[2021-10-04 21:02:56 main:581] : INFO : Epoch 1746 | loss: 0.0312151 | val_loss: 0.031216 | Time: 1549.14 ms
[2021-10-04 21:02:58 main:581] : INFO : Epoch 1747 | loss: 0.0312141 | val_loss: 0.0312103 | Time: 1466.84 ms
[2021-10-04 21:02:59 main:581] : INFO : Epoch 1748 | loss: 0.0312126 | val_loss: 0.0312142 | Time: 1639.58 ms
[2021-10-04 21:03:01 main:581] : INFO : Epoch 1749 | loss: 0.0312121 | val_loss: 0.0312094 | Time: 1650.89 ms
[2021-10-04 21:03:03 main:581] : INFO : Epoch 1750 | loss: 0.0312138 | val_loss: 0.0312202 | Time: 1621.51 ms
[2021-10-04 21:03:04 main:581] : INFO : Epoch 1751 | loss: 0.0312166 | val_loss: 0.0312171 | Time: 1659.39 ms
[2021-10-04 21:03:06 main:581] : INFO : Epoch 1752 | loss: 0.0312149 | val_loss: 0.0312163 | Time: 1423.39 ms
[2021-10-04 21:03:07 main:581] : INFO : Epoch 1753 | loss: 0.0312141 | val_loss: 0.0312162 | Time: 1422.83 ms
[2021-10-04 21:03:09 main:581] : INFO : Epoch 1754 | loss: 0.0312137 | val_loss: 0.0312165 | Time: 1485.7 ms
[2021-10-04 21:03:10 main:581] : INFO : Epoch 1755 | loss: 0.0312147 | val_loss: 0.0312139 | Time: 1513.01 ms
[2021-10-04 21:03:12 main:581] : INFO : Epoch 1756 | loss: 0.0312146 | val_loss: 0.0312203 | Time: 1461.99 ms
[2021-10-04 21:03:13 main:581] : INFO : Epoch 1757 | loss: 0.0312143 | val_loss: 0.0312137 | Time: 1483.59 ms
[2021-10-04 21:03:15 main:581] : INFO : Epoch 1758 | loss: 0.0312117 | val_loss: 0.0312148 | Time: 1567.43 ms
[2021-10-04 21:03:16 main:581] : INFO : Epoch 1759 | loss: 0.0312114 | val_loss: 0.0312129 | Time: 1581.09 ms
[2021-10-04 21:03:18 main:581] : INFO : Epoch 1760 | loss: 0.0312111 | val_loss: 0.0312141 | Time: 1669 ms
[2021-10-04 21:03:20 main:581] : INFO : Epoch 1761 | loss: 0.0312104 | val_loss: 0.0312129 | Time: 1519.77 ms
[2021-10-04 21:03:21 main:581] : INFO : Epoch 1762 | loss: 0.0312108 | val_loss: 0.0312123 | Time: 1618.67 ms
[2021-10-04 21:03:23 main:581] : INFO : Epoch 1763 | loss: 0.03121 | val_loss: 0.0312121 | Time: 1538.17 ms
[2021-10-04 21:03:24 main:581] : INFO : Epoch 1764 | loss: 0.0312081 | val_loss: 0.0312091 | Time: 1595.61 ms
[2021-10-04 21:03:26 main:581] : INFO : Epoch 1765 | loss: 0.0312082 | val_loss: 0.0312089 | Time: 1556.54 ms
[2021-10-04 21:03:27 main:581] : INFO : Epoch 1766 | loss: 0.0312081 | val_loss: 0.0312088 | Time: 1491.69 ms
[2021-10-04 21:03:29 main:581] : INFO : Epoch 1767 | loss: 0.0312084 | val_loss: 0.0312089 | Time: 1490.64 ms
[2021-10-04 21:03:30 main:581] : INFO : Epoch 1768 | loss: 0.0312073 | val_loss: 0.0312085 | Time: 1458.01 ms
[2021-10-04 21:03:32 main:581] : INFO : Epoch 1769 | loss: 0.0312061 | val_loss: 0.0312083 | Time: 1489.94 ms
[2021-10-04 21:03:33 main:581] : INFO : Epoch 1770 | loss: 0.0312057 | val_loss: 0.0312084 | Time: 1595.85 ms
[2021-10-04 21:03:35 main:581] : INFO : Epoch 1771 | loss: 0.0312056 | val_loss: 0.0312073 | Time: 1659.44 ms
[2021-10-04 21:03:37 main:581] : INFO : Epoch 1772 | loss: 0.0312051 | val_loss: 0.0312108 | Time: 1638.96 ms
[2021-10-04 21:03:38 main:581] : INFO : Epoch 1773 | loss: 0.0312087 | val_loss: 0.0312074 | Time: 1537.5 ms
[2021-10-04 21:03:40 main:581] : INFO : Epoch 1774 | loss: 0.0312086 | val_loss: 0.0312098 | Time: 1578.52 ms
[2021-10-04 21:03:41 main:581] : INFO : Epoch 1775 | loss: 0.0312061 | val_loss: 0.0312073 | Time: 1603.82 ms
[2021-10-04 21:03:43 main:581] : INFO : Epoch 1776 | loss: 0.0312039 | val_loss: 0.0312067 | Time: 1631.11 ms
[2021-10-04 21:03:45 main:581] : INFO : Epoch 1777 | loss: 0.0312042 | val_loss: 0.0312057 | Time: 1548.39 ms
[2021-10-04 21:03:46 main:581] : INFO : Epoch 1778 | loss: 0.0312042 | val_loss: 0.0312062 | Time: 1462.62 ms
[2021-10-04 21:03:48 main:581] : INFO : Epoch 1779 | loss: 0.0312051 | val_loss: 0.031208 | Time: 1495.86 ms
[2021-10-04 21:03:49 main:581] : INFO : Epoch 1780 | loss: 0.0312066 | val_loss: 0.0312059 | Time: 1511.52 ms
[2021-10-04 21:03:51 main:581] : INFO : Epoch 1781 | loss: 0.0312062 | val_loss: 0.0312118 | Time: 1644.75 ms
[2021-10-04 21:03:52 main:581] : INFO : Epoch 1782 | loss: 0.031206 | val_loss: 0.0312053 | Time: 1632.77 ms
[2021-10-04 21:03:54 main:581] : INFO : Epoch 1783 | loss: 0.031204 | val_loss: 0.0312052 | Time: 1583.42 ms
[2021-10-04 21:03:55 main:581] : INFO : Epoch 1784 | loss: 0.031203 | val_loss: 0.0312068 | Time: 1508.72 ms
[2021-10-04 21:03:57 main:581] : INFO : Epoch 1785 | loss: 0.0312033 | val_loss: 0.0312054 | Time: 1497.67 ms
[2021-10-04 21:03:58 main:581] : INFO : Epoch 1786 | loss: 0.0312028 | val_loss: 0.031205 | Time: 1520.53 ms
[2021-10-04 21:04:00 main:581] : INFO : Epoch 1787 | loss: 0.0312035 | val_loss: 0.0312056 | Time: 1551.31 ms
[2021-10-04 21:04:02 main:581] : INFO : Epoch 1788 | loss: 0.0312037 | val_loss: 0.0312068 | Time: 1560.04 ms
[2021-10-04 21:04:03 main:581] : INFO : Epoch 1789 | loss: 0.0312044 | val_loss: 0.0312048 | Time: 1469.31 ms
[2021-10-04 21:04:05 main:581] : INFO : Epoch 1790 | loss: 0.0312029 | val_loss: 0.0312077 | Time: 1471.05 ms
[2021-10-04 21:04:06 main:581] : INFO : Epoch 1791 | loss: 0.0312024 | val_loss: 0.0312078 | Time: 1493.16 ms
[2021-10-04 21:04:08 main:581] : INFO : Epoch 1792 | loss: 0.0312037 | val_loss: 0.0312056 | Time: 1513.95 ms
[2021-10-04 21:04:09 main:581] : INFO : Epoch 1793 | loss: 0.0312018 | val_loss: 0.0312043 | Time: 1491.11 ms
[2021-10-04 21:04:10 main:581] : INFO : Epoch 1794 | loss: 0.0312038 | val_loss: 0.0312049 | Time: 1464.26 ms
[2021-10-04 21:04:12 main:581] : INFO : Epoch 1795 | loss: 0.0312026 | val_loss: 0.0312069 | Time: 1479.3 ms
[2021-10-04 21:04:13 main:581] : INFO : Epoch 1796 | loss: 0.0312023 | val_loss: 0.0312045 | Time: 1504.51 ms
[2021-10-04 21:04:15 main:581] : INFO : Epoch 1797 | loss: 0.0312011 | val_loss: 0.0312082 | Time: 1498.41 ms
[2021-10-04 21:04:16 main:581] : INFO : Epoch 1798 | loss: 0.0312028 | val_loss: 0.0312051 | Time: 1461.47 ms
[2021-10-04 21:04:18 main:581] : INFO : Epoch 1799 | loss: 0.0312054 | val_loss: 0.031211 | Time: 1526.75 ms
[2021-10-04 21:04:19 main:581] : INFO : Epoch 1800 | loss: 0.0312027 | val_loss: 0.0312051 | Time: 1523.25 ms
[2021-10-04 21:04:21 main:581] : INFO : Epoch 1801 | loss: 0.0312011 | val_loss: 0.0312044 | Time: 1495.68 ms
[2021-10-04 21:04:22 main:581] : INFO : Epoch 1802 | loss: 0.0312027 | val_loss: 0.031206 | Time: 1470.32 ms
[2021-10-04 21:04:24 main:581] : INFO : Epoch 1803 | loss: 0.0312037 | val_loss: 0.0312063 | Time: 1490.71 ms
[2021-10-04 21:04:25 main:581] : INFO : Epoch 1804 | loss: 0.0312025 | val_loss: 0.0312067 | Time: 1498.05 ms
[2021-10-04 21:04:27 main:581] : INFO : Epoch 1805 | loss: 0.0312031 | val_loss: 0.0312044 | Time: 1522.53 ms
[2021-10-04 21:04:28 main:581] : INFO : Epoch 1806 | loss: 0.0312025 | val_loss: 0.0312141 | Time: 1439.5 ms
[2021-10-04 21:04:30 main:581] : INFO : Epoch 1807 | loss: 0.0312015 | val_loss: 0.0312035 | Time: 1503.05 ms
[2021-10-04 21:04:31 main:581] : INFO : Epoch 1808 | loss: 0.0312014 | val_loss: 0.0312048 | Time: 1509.55 ms
[2021-10-04 21:04:33 main:581] : INFO : Epoch 1809 | loss: 0.0312013 | val_loss: 0.0312037 | Time: 1527.2 ms
[2021-10-04 21:04:34 main:581] : INFO : Epoch 1810 | loss: 0.0311999 | val_loss: 0.0312039 | Time: 1469.96 ms
[2021-10-04 21:04:36 main:581] : INFO : Epoch 1811 | loss: 0.0312004 | val_loss: 0.0312054 | Time: 1537.85 ms
[2021-10-04 21:04:37 main:581] : INFO : Epoch 1812 | loss: 0.0312016 | val_loss: 0.0312137 | Time: 1466.62 ms
[2021-10-04 21:04:39 main:581] : INFO : Epoch 1813 | loss: 0.0312021 | val_loss: 0.0312041 | Time: 1436 ms
[2021-10-04 21:04:40 main:581] : INFO : Epoch 1814 | loss: 0.0312019 | val_loss: 0.031206 | Time: 1502.43 ms
[2021-10-04 21:04:42 main:581] : INFO : Epoch 1815 | loss: 0.0312019 | val_loss: 0.0312053 | Time: 1562.77 ms
[2021-10-04 21:04:43 main:581] : INFO : Epoch 1816 | loss: 0.0312006 | val_loss: 0.0312061 | Time: 1447.53 ms
[2021-10-04 21:04:45 main:581] : INFO : Epoch 1817 | loss: 0.0312022 | val_loss: 0.0312038 | Time: 1468.36 ms
[2021-10-04 21:04:46 main:581] : INFO : Epoch 1818 | loss: 0.0312001 | val_loss: 0.0312037 | Time: 1505.34 ms
[2021-10-04 21:04:48 main:581] : INFO : Epoch 1819 | loss: 0.0312017 | val_loss: 0.0312069 | Time: 1504.66 ms
[2021-10-04 21:04:49 main:581] : INFO : Epoch 1820 | loss: 0.0312016 | val_loss: 0.0312044 | Time: 1456.27 ms
[2021-10-04 21:04:51 main:581] : INFO : Epoch 1821 | loss: 0.0312016 | val_loss: 0.0312053 | Time: 1475.45 ms
[2021-10-04 21:04:52 main:581] : INFO : Epoch 1822 | loss: 0.031202 | val_loss: 0.0312063 | Time: 1460.97 ms
[2021-10-04 21:04:54 main:581] : INFO : Epoch 1823 | loss: 0.0312012 | val_loss: 0.031205 | Time: 1434.31 ms
[2021-10-04 21:04:55 main:581] : INFO : Epoch 1824 | loss: 0.0312009 | val_loss: 0.031205 | Time: 1481.95 ms
[2021-10-04 21:04:57 main:581] : INFO : Epoch 1825 | loss: 0.0312017 | val_loss: 0.0312124 | Time: 1472.83 ms
[2021-10-04 21:04:58 main:581] : INFO : Epoch 1826 | loss: 0.0312043 | val_loss: 0.0312086 | Time: 1541.33 ms
[2021-10-04 21:05:00 main:581] : INFO : Epoch 1827 | loss: 0.0312022 | val_loss: 0.0312057 | Time: 1550.09 ms
[2021-10-04 21:05:01 main:581] : INFO : Epoch 1828 | loss: 0.0312016 | val_loss: 0.031205 | Time: 1493.49 ms
[2021-10-04 21:05:03 main:581] : INFO : Epoch 1829 | loss: 0.0312 | val_loss: 0.0312049 | Time: 1520.81 ms
[2021-10-04 21:05:04 main:581] : INFO : Epoch 1830 | loss: 0.0311998 | val_loss: 0.0312056 | Time: 1542.04 ms
[2021-10-04 21:05:06 main:581] : INFO : Epoch 1831 | loss: 0.0311997 | val_loss: 0.0312038 | Time: 1433.47 ms
[2021-10-04 21:05:07 main:581] : INFO : Epoch 1832 | loss: 0.0312016 | val_loss: 0.0312067 | Time: 1517.61 ms
[2021-10-04 21:05:09 main:581] : INFO : Epoch 1833 | loss: 0.031202 | val_loss: 0.0312047 | Time: 1465.51 ms
[2021-10-04 21:05:10 main:581] : INFO : Epoch 1834 | loss: 0.0312004 | val_loss: 0.0312085 | Time: 1497.69 ms
[2021-10-04 21:05:12 main:581] : INFO : Epoch 1835 | loss: 0.0312015 | val_loss: 0.0312058 | Time: 1559.59 ms
[2021-10-04 21:05:13 main:581] : INFO : Epoch 1836 | loss: 0.0311997 | val_loss: 0.0312043 | Time: 1434.78 ms
[2021-10-04 21:05:15 main:581] : INFO : Epoch 1837 | loss: 0.0311999 | val_loss: 0.0312045 | Time: 1593.7 ms
[2021-10-04 21:05:16 main:581] : INFO : Epoch 1838 | loss: 0.0312001 | val_loss: 0.0312055 | Time: 1591.46 ms
[2021-10-04 21:05:18 main:581] : INFO : Epoch 1839 | loss: 0.0312008 | val_loss: 0.0312038 | Time: 1501.18 ms
[2021-10-04 21:05:19 main:581] : INFO : Epoch 1840 | loss: 0.0311994 | val_loss: 0.0312057 | Time: 1466.78 ms
[2021-10-04 21:05:21 main:581] : INFO : Epoch 1841 | loss: 0.0312003 | val_loss: 0.031205 | Time: 1494.4 ms
[2021-10-04 21:05:22 main:581] : INFO : Epoch 1842 | loss: 0.0311999 | val_loss: 0.0312122 | Time: 1521.5 ms
[2021-10-04 21:05:24 main:581] : INFO : Epoch 1843 | loss: 0.031206 | val_loss: 0.0312117 | Time: 1519.48 ms
[2021-10-04 21:05:25 main:581] : INFO : Epoch 1844 | loss: 0.0312021 | val_loss: 0.0312049 | Time: 1582.92 ms
[2021-10-04 21:05:27 main:581] : INFO : Epoch 1845 | loss: 0.0311998 | val_loss: 0.0312033 | Time: 1502.08 ms
[2021-10-04 21:05:28 main:581] : INFO : Epoch 1846 | loss: 0.0311994 | val_loss: 0.0312057 | Time: 1440.78 ms
[2021-10-04 21:05:30 main:581] : INFO : Epoch 1847 | loss: 0.0311996 | val_loss: 0.031204 | Time: 1443.29 ms
[2021-10-04 21:05:31 main:581] : INFO : Epoch 1848 | loss: 0.0312004 | val_loss: 0.031204 | Time: 1564.93 ms
[2021-10-04 21:05:33 main:581] : INFO : Epoch 1849 | loss: 0.0311994 | val_loss: 0.0312053 | Time: 1513.71 ms
[2021-10-04 21:05:35 main:581] : INFO : Epoch 1850 | loss: 0.0311989 | val_loss: 0.0312038 | Time: 1590.28 ms
[2021-10-04 21:05:36 main:581] : INFO : Epoch 1851 | loss: 0.0311985 | val_loss: 0.0312032 | Time: 1493.82 ms
[2021-10-04 21:05:37 main:581] : INFO : Epoch 1852 | loss: 0.031198 | val_loss: 0.0312037 | Time: 1463.13 ms
[2021-10-04 21:05:39 main:581] : INFO : Epoch 1853 | loss: 0.0311983 | val_loss: 0.0312053 | Time: 1471.22 ms
[2021-10-04 21:05:40 main:581] : INFO : Epoch 1854 | loss: 0.0312024 | val_loss: 0.0312065 | Time: 1532.07 ms
[2021-10-04 21:05:42 main:581] : INFO : Epoch 1855 | loss: 0.0311998 | val_loss: 0.0312075 | Time: 1551.76 ms
[2021-10-04 21:05:43 main:581] : INFO : Epoch 1856 | loss: 0.0312007 | val_loss: 0.0312053 | Time: 1444.95 ms
[2021-10-04 21:05:45 main:581] : INFO : Epoch 1857 | loss: 0.0311985 | val_loss: 0.0312068 | Time: 1479.96 ms
[2021-10-04 21:05:46 main:581] : INFO : Epoch 1858 | loss: 0.0311986 | val_loss: 0.0312047 | Time: 1533.01 ms
[2021-10-04 21:05:48 main:581] : INFO : Epoch 1859 | loss: 0.0311984 | val_loss: 0.0312042 | Time: 1527.07 ms
[2021-10-04 21:05:50 main:581] : INFO : Epoch 1860 | loss: 0.0311987 | val_loss: 0.0312053 | Time: 1499.88 ms
[2021-10-04 21:05:51 main:581] : INFO : Epoch 1861 | loss: 0.0311994 | val_loss: 0.0312049 | Time: 1490.05 ms
[2021-10-04 21:05:53 main:581] : INFO : Epoch 1862 | loss: 0.0311977 | val_loss: 0.0312056 | Time: 1606.43 ms
[2021-10-04 21:05:54 main:581] : INFO : Epoch 1863 | loss: 0.0311985 | val_loss: 0.0312047 | Time: 1441.33 ms
[2021-10-04 21:05:56 main:581] : INFO : Epoch 1864 | loss: 0.0311989 | val_loss: 0.0312075 | Time: 1473.64 ms
[2021-10-04 21:05:57 main:581] : INFO : Epoch 1865 | loss: 0.0311981 | val_loss: 0.0312056 | Time: 1465.22 ms
[2021-10-04 21:05:59 main:581] : INFO : Epoch 1866 | loss: 0.0311981 | val_loss: 0.0312029 | Time: 1518.46 ms
[2021-10-04 21:06:00 main:581] : INFO : Epoch 1867 | loss: 0.0311993 | val_loss: 0.0312082 | Time: 1534.82 ms
[2021-10-04 21:06:02 main:581] : INFO : Epoch 1868 | loss: 0.031198 | val_loss: 0.0312049 | Time: 1522.81 ms
[2021-10-04 21:06:03 main:581] : INFO : Epoch 1869 | loss: 0.0311994 | val_loss: 0.0312037 | Time: 1468.01 ms
[2021-10-04 21:06:05 main:581] : INFO : Epoch 1870 | loss: 0.031198 | val_loss: 0.031208 | Time: 1498.22 ms
[2021-10-04 21:06:06 main:581] : INFO : Epoch 1871 | loss: 0.0311986 | val_loss: 0.0312048 | Time: 1487.93 ms
[2021-10-04 21:06:08 main:581] : INFO : Epoch 1872 | loss: 0.0311992 | val_loss: 0.0312057 | Time: 1468.7 ms
[2021-10-04 21:06:09 main:581] : INFO : Epoch 1873 | loss: 0.0311996 | val_loss: 0.0312059 | Time: 1553.93 ms
[2021-10-04 21:06:11 main:581] : INFO : Epoch 1874 | loss: 0.0311997 | val_loss: 0.0312065 | Time: 1654.85 ms
[2021-10-04 21:06:12 main:581] : INFO : Epoch 1875 | loss: 0.0311973 | val_loss: 0.0312072 | Time: 1568.06 ms
[2021-10-04 21:06:14 main:581] : INFO : Epoch 1876 | loss: 0.0311969 | val_loss: 0.0312062 | Time: 1442.14 ms
[2021-10-04 21:06:15 main:581] : INFO : Epoch 1877 | loss: 0.0311993 | val_loss: 0.0312064 | Time: 1435.94 ms
[2021-10-04 21:06:17 main:581] : INFO : Epoch 1878 | loss: 0.031197 | val_loss: 0.0312049 | Time: 1590.75 ms
[2021-10-04 21:06:18 main:581] : INFO : Epoch 1879 | loss: 0.0311966 | val_loss: 0.0312039 | Time: 1519.82 ms
[2021-10-04 21:06:20 main:581] : INFO : Epoch 1880 | loss: 0.0311964 | val_loss: 0.0312046 | Time: 1457.96 ms
[2021-10-04 21:06:21 main:581] : INFO : Epoch 1881 | loss: 0.0311974 | val_loss: 0.0312058 | Time: 1603.81 ms
[2021-10-04 21:06:23 main:581] : INFO : Epoch 1882 | loss: 0.0311978 | val_loss: 0.0312037 | Time: 1459.48 ms
[2021-10-04 21:06:24 main:581] : INFO : Epoch 1883 | loss: 0.0311968 | val_loss: 0.0312037 | Time: 1523.42 ms
[2021-10-04 21:06:26 main:581] : INFO : Epoch 1884 | loss: 0.0311991 | val_loss: 0.031205 | Time: 1479.4 ms
[2021-10-04 21:06:27 main:581] : INFO : Epoch 1885 | loss: 0.0311979 | val_loss: 0.0312032 | Time: 1476.71 ms
[2021-10-04 21:06:29 main:581] : INFO : Epoch 1886 | loss: 0.0311967 | val_loss: 0.0312039 | Time: 1464.37 ms
[2021-10-04 21:06:30 main:581] : INFO : Epoch 1887 | loss: 0.0311969 | val_loss: 0.0312071 | Time: 1459.9 ms
[2021-10-04 21:06:32 main:581] : INFO : Epoch 1888 | loss: 0.0311972 | val_loss: 0.0312056 | Time: 1512.97 ms
[2021-10-04 21:06:33 main:581] : INFO : Epoch 1889 | loss: 0.0311968 | val_loss: 0.0312043 | Time: 1460.74 ms
[2021-10-04 21:06:35 main:581] : INFO : Epoch 1890 | loss: 0.0311964 | val_loss: 0.0312059 | Time: 1524.21 ms
[2021-10-04 21:06:36 main:581] : INFO : Epoch 1891 | loss: 0.0311973 | val_loss: 0.0312105 | Time: 1462.77 ms
[2021-10-04 21:06:38 main:581] : INFO : Epoch 1892 | loss: 0.0311972 | val_loss: 0.0312046 | Time: 1489.71 ms
[2021-10-04 21:06:39 main:581] : INFO : Epoch 1893 | loss: 0.0311991 | val_loss: 0.0312074 | Time: 1474.46 ms
[2021-10-04 21:06:41 main:581] : INFO : Epoch 1894 | loss: 0.0311979 | val_loss: 0.0312053 | Time: 1550.47 ms
[2021-10-04 21:06:42 main:581] : INFO : Epoch 1895 | loss: 0.0311973 | val_loss: 0.0312078 | Time: 1510.61 ms
[2021-10-04 21:06:44 main:581] : INFO : Epoch 1896 | loss: 0.0311971 | val_loss: 0.0312044 | Time: 1455.83 ms
[2021-10-04 21:06:45 main:581] : INFO : Epoch 1897 | loss: 0.0311971 | val_loss: 0.0312051 | Time: 1525 ms
[2021-10-04 21:06:47 main:581] : INFO : Epoch 1898 | loss: 0.0311971 | val_loss: 0.0312033 | Time: 1533.08 ms
[2021-10-04 21:06:48 main:581] : INFO : Epoch 1899 | loss: 0.0311968 | val_loss: 0.0312063 | Time: 1572.38 ms
[2021-10-04 21:06:50 main:581] : INFO : Epoch 1900 | loss: 0.0311977 | val_loss: 0.0312046 | Time: 1582.75 ms
[2021-10-04 21:06:51 main:581] : INFO : Epoch 1901 | loss: 0.0312004 | val_loss: 0.0312087 | Time: 1597.2 ms
[2021-10-04 21:06:53 main:581] : INFO : Epoch 1902 | loss: 0.0311994 | val_loss: 0.0312047 | Time: 1462.81 ms
[2021-10-04 21:06:54 main:581] : INFO : Epoch 1903 | loss: 0.0311954 | val_loss: 0.0312037 | Time: 1552.75 ms
[2021-10-04 21:06:56 main:581] : INFO : Epoch 1904 | loss: 0.031196 | val_loss: 0.0312066 | Time: 1472.19 ms
[2021-10-04 21:06:57 main:581] : INFO : Epoch 1905 | loss: 0.0311954 | val_loss: 0.0312042 | Time: 1461.71 ms
[2021-10-04 21:06:59 main:581] : INFO : Epoch 1906 | loss: 0.031196 | val_loss: 0.0312033 | Time: 1491.65 ms
[2021-10-04 21:07:00 main:581] : INFO : Epoch 1907 | loss: 0.0311967 | val_loss: 0.0312029 | Time: 1455.44 ms
[2021-10-04 21:07:02 main:581] : INFO : Epoch 1908 | loss: 0.0311953 | val_loss: 0.0312038 | Time: 1482.19 ms
[2021-10-04 21:07:03 main:581] : INFO : Epoch 1909 | loss: 0.0311963 | val_loss: 0.0312042 | Time: 1515.58 ms
[2021-10-04 21:07:05 main:581] : INFO : Epoch 1910 | loss: 0.0311958 | val_loss: 0.0312072 | Time: 1464.72 ms
[2021-10-04 21:07:06 main:581] : INFO : Epoch 1911 | loss: 0.0311962 | val_loss: 0.0312048 | Time: 1522.68 ms
[2021-10-04 21:07:08 main:581] : INFO : Epoch 1912 | loss: 0.031195 | val_loss: 0.0312032 | Time: 1520.34 ms
[2021-10-04 21:07:09 main:581] : INFO : Epoch 1913 | loss: 0.0311957 | val_loss: 0.0312061 | Time: 1455.12 ms
[2021-10-04 21:07:11 main:581] : INFO : Epoch 1914 | loss: 0.0311958 | val_loss: 0.0312026 | Time: 1520.74 ms
[2021-10-04 21:07:12 main:581] : INFO : Epoch 1915 | loss: 0.031195 | val_loss: 0.0312053 | Time: 1479.69 ms
[2021-10-04 21:07:14 main:581] : INFO : Epoch 1916 | loss: 0.0311955 | val_loss: 0.0312049 | Time: 1541.18 ms
[2021-10-04 21:07:15 main:581] : INFO : Epoch 1917 | loss: 0.0311962 | val_loss: 0.0312036 | Time: 1487.82 ms
[2021-10-04 21:07:17 main:581] : INFO : Epoch 1918 | loss: 0.0311956 | val_loss: 0.031203 | Time: 1489.03 ms
[2021-10-04 21:07:18 main:581] : INFO : Epoch 1919 | loss: 0.031194 | val_loss: 0.0312022 | Time: 1442.28 ms
[2021-10-04 21:07:20 main:581] : INFO : Epoch 1920 | loss: 0.0311947 | val_loss: 0.0312058 | Time: 1494.01 ms
[2021-10-04 21:07:21 main:581] : INFO : Epoch 1921 | loss: 0.0311981 | val_loss: 0.0312082 | Time: 1545.41 ms
[2021-10-04 21:07:23 main:581] : INFO : Epoch 1922 | loss: 0.0311957 | val_loss: 0.0312034 | Time: 1503.93 ms
[2021-10-04 21:07:24 main:581] : INFO : Epoch 1923 | loss: 0.0311959 | val_loss: 0.0312037 | Time: 1491.56 ms
[2021-10-04 21:07:26 main:581] : INFO : Epoch 1924 | loss: 0.0311994 | val_loss: 0.0312098 | Time: 1436.74 ms
[2021-10-04 21:07:27 main:581] : INFO : Epoch 1925 | loss: 0.0312016 | val_loss: 0.0312091 | Time: 1513 ms
[2021-10-04 21:07:29 main:581] : INFO : Epoch 1926 | loss: 0.0312025 | val_loss: 0.0312143 | Time: 1485.19 ms
[2021-10-04 21:07:30 main:581] : INFO : Epoch 1927 | loss: 0.0312055 | val_loss: 0.0312103 | Time: 1536.53 ms
[2021-10-04 21:07:32 main:581] : INFO : Epoch 1928 | loss: 0.0312002 | val_loss: 0.031208 | Time: 1468.69 ms
[2021-10-04 21:07:33 main:581] : INFO : Epoch 1929 | loss: 0.031199 | val_loss: 0.0312056 | Time: 1510.62 ms
[2021-10-04 21:07:35 main:581] : INFO : Epoch 1930 | loss: 0.0312005 | val_loss: 0.0312131 | Time: 1490.82 ms
[2021-10-04 21:07:36 main:581] : INFO : Epoch 1931 | loss: 0.031199 | val_loss: 0.0312091 | Time: 1467.99 ms
[2021-10-04 21:07:38 main:581] : INFO : Epoch 1932 | loss: 0.0311985 | val_loss: 0.031205 | Time: 1604.79 ms
[2021-10-04 21:07:39 main:581] : INFO : Epoch 1933 | loss: 0.031197 | val_loss: 0.0312077 | Time: 1488.33 ms
[2021-10-04 21:07:41 main:581] : INFO : Epoch 1934 | loss: 0.0311981 | val_loss: 0.0312108 | Time: 1561.96 ms
[2021-10-04 21:07:42 main:581] : INFO : Epoch 1935 | loss: 0.0311994 | val_loss: 0.03121 | Time: 1474.52 ms
[2021-10-04 21:07:44 main:581] : INFO : Epoch 1936 | loss: 0.0311974 | val_loss: 0.0312046 | Time: 1434.58 ms
[2021-10-04 21:07:45 main:581] : INFO : Epoch 1937 | loss: 0.0311962 | val_loss: 0.031205 | Time: 1520.06 ms
[2021-10-04 21:07:47 main:581] : INFO : Epoch 1938 | loss: 0.0311966 | val_loss: 0.0312047 | Time: 1514.46 ms
[2021-10-04 21:07:48 main:581] : INFO : Epoch 1939 | loss: 0.0311971 | val_loss: 0.0312056 | Time: 1582.25 ms
[2021-10-04 21:07:50 main:581] : INFO : Epoch 1940 | loss: 0.0311977 | val_loss: 0.0312062 | Time: 1472.34 ms
[2021-10-04 21:07:51 main:581] : INFO : Epoch 1941 | loss: 0.0312003 | val_loss: 0.0312069 | Time: 1495.12 ms
[2021-10-04 21:07:53 main:581] : INFO : Epoch 1942 | loss: 0.0312002 | val_loss: 0.0312059 | Time: 1554.86 ms
[2021-10-04 21:07:54 main:581] : INFO : Epoch 1943 | loss: 0.0311992 | val_loss: 0.0312044 | Time: 1494.17 ms
[2021-10-04 21:07:56 main:581] : INFO : Epoch 1944 | loss: 0.0311988 | val_loss: 0.0312055 | Time: 1492.98 ms
[2021-10-04 21:07:57 main:581] : INFO : Epoch 1945 | loss: 0.0311988 | val_loss: 0.0312039 | Time: 1503.71 ms
[2021-10-04 21:07:59 main:581] : INFO : Epoch 1946 | loss: 0.0312 | val_loss: 0.0312034 | Time: 1487.39 ms
[2021-10-04 21:08:00 main:581] : INFO : Epoch 1947 | loss: 0.031199 | val_loss: 0.0312041 | Time: 1503.29 ms
[2021-10-04 21:08:02 main:581] : INFO : Epoch 1948 | loss: 0.0311987 | val_loss: 0.0312047 | Time: 1530.18 ms
[2021-10-04 21:08:03 main:581] : INFO : Epoch 1949 | loss: 0.0311979 | val_loss: 0.031206 | Time: 1462.01 ms
[2021-10-04 21:08:05 main:581] : INFO : Epoch 1950 | loss: 0.0311973 | val_loss: 0.0312042 | Time: 1546.56 ms
[2021-10-04 21:08:06 main:581] : INFO : Epoch 1951 | loss: 0.0311969 | val_loss: 0.0312029 | Time: 1456.29 ms
[2021-10-04 21:08:08 main:581] : INFO : Epoch 1952 | loss: 0.0311981 | val_loss: 0.0312055 | Time: 1488.96 ms
[2021-10-04 21:08:09 main:581] : INFO : Epoch 1953 | loss: 0.0311971 | val_loss: 0.0312024 | Time: 1457.27 ms
[2021-10-04 21:08:11 main:581] : INFO : Epoch 1954 | loss: 0.0311962 | val_loss: 0.0312042 | Time: 1452.13 ms
[2021-10-04 21:08:12 main:581] : INFO : Epoch 1955 | loss: 0.031199 | val_loss: 0.0312109 | Time: 1508.34 ms
[2021-10-04 21:08:14 main:581] : INFO : Epoch 1956 | loss: 0.0312081 | val_loss: 0.0312794 | Time: 1685 ms
[2021-10-04 21:08:16 main:581] : INFO : Epoch 1957 | loss: 0.0374062 | val_loss: 0.0492873 | Time: 1584.69 ms
[2021-10-04 21:08:17 main:581] : INFO : Epoch 1958 | loss: 0.0345488 | val_loss: 0.032003 | Time: 1457.21 ms
[2021-10-04 21:08:19 main:581] : INFO : Epoch 1959 | loss: 0.0315837 | val_loss: 0.0313757 | Time: 1537.28 ms
[2021-10-04 21:08:20 main:581] : INFO : Epoch 1960 | loss: 0.0312897 | val_loss: 0.031255 | Time: 1516.29 ms
[2021-10-04 21:08:22 main:581] : INFO : Epoch 1961 | loss: 0.0312424 | val_loss: 0.0312355 | Time: 1457.27 ms
[2021-10-04 21:08:23 main:581] : INFO : Epoch 1962 | loss: 0.0312286 | val_loss: 0.0312247 | Time: 1567.27 ms
[2021-10-04 21:08:25 main:581] : INFO : Epoch 1963 | loss: 0.0312221 | val_loss: 0.0312206 | Time: 1513.73 ms
[2021-10-04 21:08:26 main:581] : INFO : Epoch 1964 | loss: 0.0312178 | val_loss: 0.0312162 | Time: 1544.8 ms
[2021-10-04 21:08:28 main:581] : INFO : Epoch 1965 | loss: 0.031215 | val_loss: 0.0312118 | Time: 1494.81 ms
[2021-10-04 21:08:29 main:581] : INFO : Epoch 1966 | loss: 0.0312107 | val_loss: 0.0312096 | Time: 1525.86 ms
[2021-10-04 21:08:31 main:581] : INFO : Epoch 1967 | loss: 0.031208 | val_loss: 0.0312081 | Time: 1474.12 ms
[2021-10-04 21:08:32 main:581] : INFO : Epoch 1968 | loss: 0.0312067 | val_loss: 0.031207 | Time: 1491.46 ms
[2021-10-04 21:08:34 main:581] : INFO : Epoch 1969 | loss: 0.0312061 | val_loss: 0.0312135 | Time: 1498.47 ms
[2021-10-04 21:08:35 main:581] : INFO : Epoch 1970 | loss: 0.0312078 | val_loss: 0.0312077 | Time: 1554.41 ms
[2021-10-04 21:08:37 main:581] : INFO : Epoch 1971 | loss: 0.0312068 | val_loss: 0.0312061 | Time: 1515.28 ms
[2021-10-04 21:08:38 main:581] : INFO : Epoch 1972 | loss: 0.0312043 | val_loss: 0.0312088 | Time: 1563.26 ms
[2021-10-04 21:08:40 main:581] : INFO : Epoch 1973 | loss: 0.0312045 | val_loss: 0.0312058 | Time: 1445.59 ms
[2021-10-04 21:08:41 main:581] : INFO : Epoch 1974 | loss: 0.031203 | val_loss: 0.0312049 | Time: 1460.93 ms
[2021-10-04 21:08:43 main:581] : INFO : Epoch 1975 | loss: 0.0312027 | val_loss: 0.0312061 | Time: 1513.2 ms
[2021-10-04 21:08:44 main:581] : INFO : Epoch 1976 | loss: 0.0312018 | val_loss: 0.0312051 | Time: 1442.88 ms
[2021-10-04 21:08:46 main:581] : INFO : Epoch 1977 | loss: 0.0312015 | val_loss: 0.0312049 | Time: 1455.13 ms
[2021-10-04 21:08:47 main:581] : INFO : Epoch 1978 | loss: 0.0312016 | val_loss: 0.031206 | Time: 1464.46 ms
[2021-10-04 21:08:49 main:581] : INFO : Epoch 1979 | loss: 0.0312022 | val_loss: 0.031206 | Time: 1441.31 ms
[2021-10-04 21:08:50 main:581] : INFO : Epoch 1980 | loss: 0.0312007 | val_loss: 0.0312044 | Time: 1464.53 ms
[2021-10-04 21:08:52 main:581] : INFO : Epoch 1981 | loss: 0.0311998 | val_loss: 0.0312036 | Time: 1552.91 ms
[2021-10-04 21:08:53 main:581] : INFO : Epoch 1982 | loss: 0.0311996 | val_loss: 0.0312041 | Time: 1480.94 ms
[2021-10-04 21:08:54 main:581] : INFO : Epoch 1983 | loss: 0.0311992 | val_loss: 0.0312049 | Time: 1465.4 ms
[2021-10-04 21:08:56 main:581] : INFO : Epoch 1984 | loss: 0.0311998 | val_loss: 0.0312037 | Time: 1478.13 ms
[2021-10-04 21:08:57 main:581] : INFO : Epoch 1985 | loss: 0.0312003 | val_loss: 0.0312062 | Time: 1462.4 ms
[2021-10-04 21:08:59 main:581] : INFO : Epoch 1986 | loss: 0.0311994 | val_loss: 0.0312066 | Time: 1464.45 ms
[2021-10-04 21:09:00 main:581] : INFO : Epoch 1987 | loss: 0.031201 | val_loss: 0.0312097 | Time: 1464.32 ms
[2021-10-04 21:09:02 main:581] : INFO : Epoch 1988 | loss: 0.0312026 | val_loss: 0.0312053 | Time: 1502.99 ms
[2021-10-04 21:09:03 main:581] : INFO : Epoch 1989 | loss: 0.0312008 | val_loss: 0.0312022 | Time: 1522.45 ms
[2021-10-04 21:09:05 main:581] : INFO : Epoch 1990 | loss: 0.0311984 | val_loss: 0.0312028 | Time: 1506.13 ms
[2021-10-04 21:09:06 main:581] : INFO : Epoch 1991 | loss: 0.0311983 | val_loss: 0.0312034 | Time: 1438.63 ms
[2021-10-04 21:09:08 main:581] : INFO : Epoch 1992 | loss: 0.0311984 | val_loss: 0.0312039 | Time: 1493.86 ms
[2021-10-04 21:09:09 main:581] : INFO : Epoch 1993 | loss: 0.0312 | val_loss: 0.0312032 | Time: 1519.78 ms
[2021-10-04 21:09:11 main:581] : INFO : Epoch 1994 | loss: 0.0311999 | val_loss: 0.0312038 | Time: 1488.77 ms
[2021-10-04 21:09:12 main:581] : INFO : Epoch 1995 | loss: 0.0311995 | val_loss: 0.0312086 | Time: 1507.66 ms
[2021-10-04 21:09:14 main:581] : INFO : Epoch 1996 | loss: 0.0311985 | val_loss: 0.031206 | Time: 1461.15 ms
[2021-10-04 21:09:15 main:581] : INFO : Epoch 1997 | loss: 0.0312012 | val_loss: 0.0312037 | Time: 1489 ms
[2021-10-04 21:09:17 main:581] : INFO : Epoch 1998 | loss: 0.0311971 | val_loss: 0.0312038 | Time: 1527.1 ms
[2021-10-04 21:09:18 main:581] : INFO : Epoch 1999 | loss: 0.0311965 | val_loss: 0.0312025 | Time: 1487.21 ms
[2021-10-04 21:09:20 main:581] : INFO : Epoch 2000 | loss: 0.0311989 | val_loss: 0.0312034 | Time: 1463.81 ms
[2021-10-04 21:09:21 main:581] : INFO : Epoch 2001 | loss: 0.0311985 | val_loss: 0.0312036 | Time: 1445.85 ms
[2021-10-04 21:09:23 main:581] : INFO : Epoch 2002 | loss: 0.031197 | val_loss: 0.0312033 | Time: 1443 ms
[2021-10-04 21:09:24 main:581] : INFO : Epoch 2003 | loss: 0.0311965 | val_loss: 0.031203 | Time: 1482.04 ms
[2021-10-04 21:09:26 main:581] : INFO : Epoch 2004 | loss: 0.0311971 | val_loss: 0.0312013 | Time: 1463.65 ms
[2021-10-04 21:09:27 main:581] : INFO : Epoch 2005 | loss: 0.0311967 | val_loss: 0.031201 | Time: 1505.35 ms
[2021-10-04 21:09:29 main:581] : INFO : Epoch 2006 | loss: 0.0311975 | val_loss: 0.0312013 | Time: 1454.97 ms
[2021-10-04 21:09:30 main:581] : INFO : Epoch 2007 | loss: 0.031197 | val_loss: 0.0312007 | Time: 1515.25 ms
[2021-10-04 21:09:32 main:581] : INFO : Epoch 2008 | loss: 0.0311967 | val_loss: 0.0312023 | Time: 1466.42 ms
[2021-10-04 21:09:33 main:581] : INFO : Epoch 2009 | loss: 0.0311964 | val_loss: 0.0312026 | Time: 1448.23 ms
[2021-10-04 21:09:34 main:581] : INFO : Epoch 2010 | loss: 0.0311965 | val_loss: 0.0312003 | Time: 1443.84 ms
[2021-10-04 21:09:36 main:581] : INFO : Epoch 2011 | loss: 0.0311962 | val_loss: 0.0312086 | Time: 1455.49 ms
[2021-10-04 21:09:37 main:581] : INFO : Epoch 2012 | loss: 0.0311977 | val_loss: 0.0312021 | Time: 1505.15 ms
[2021-10-04 21:09:39 main:581] : INFO : Epoch 2013 | loss: 0.0311958 | val_loss: 0.0312055 | Time: 1493.76 ms
[2021-10-04 21:09:40 main:581] : INFO : Epoch 2014 | loss: 0.0311979 | val_loss: 0.0312018 | Time: 1515.25 ms
[2021-10-04 21:09:42 main:581] : INFO : Epoch 2015 | loss: 0.0311992 | val_loss: 0.0312034 | Time: 1454.15 ms
[2021-10-04 21:09:43 main:581] : INFO : Epoch 2016 | loss: 0.0311967 | val_loss: 0.0312045 | Time: 1502.91 ms
[2021-10-04 21:09:45 main:581] : INFO : Epoch 2017 | loss: 0.0311964 | val_loss: 0.0312003 | Time: 1437.43 ms
[2021-10-04 21:09:46 main:581] : INFO : Epoch 2018 | loss: 0.0311957 | val_loss: 0.0312001 | Time: 1433.78 ms
[2021-10-04 21:09:48 main:581] : INFO : Epoch 2019 | loss: 0.0311978 | val_loss: 0.0311997 | Time: 1458.34 ms
[2021-10-04 21:09:49 main:581] : INFO : Epoch 2020 | loss: 0.0311953 | val_loss: 0.0312006 | Time: 1447.07 ms
[2021-10-04 21:09:51 main:581] : INFO : Epoch 2021 | loss: 0.0311948 | val_loss: 0.0312011 | Time: 1443.05 ms
[2021-10-04 21:09:52 main:581] : INFO : Epoch 2022 | loss: 0.0311962 | val_loss: 0.0312047 | Time: 1450.5 ms
[2021-10-04 21:09:54 main:581] : INFO : Epoch 2023 | loss: 0.031195 | val_loss: 0.0312001 | Time: 1450.37 ms
[2021-10-04 21:09:55 main:581] : INFO : Epoch 2024 | loss: 0.0311945 | val_loss: 0.0312005 | Time: 1442.89 ms
[2021-10-04 21:09:56 main:581] : INFO : Epoch 2025 | loss: 0.031196 | val_loss: 0.0312006 | Time: 1449.75 ms
[2021-10-04 21:09:58 main:581] : INFO : Epoch 2026 | loss: 0.0311952 | val_loss: 0.0312009 | Time: 1441.41 ms
[2021-10-04 21:09:59 main:581] : INFO : Epoch 2027 | loss: 0.0311935 | val_loss: 0.0312033 | Time: 1434.59 ms
[2021-10-04 21:10:01 main:581] : INFO : Epoch 2028 | loss: 0.0311944 | val_loss: 0.0312006 | Time: 1430.22 ms
[2021-10-04 21:10:02 main:581] : INFO : Epoch 2029 | loss: 0.0311939 | val_loss: 0.0311995 | Time: 1442.06 ms
[2021-10-04 21:10:04 main:581] : INFO : Epoch 2030 | loss: 0.0311968 | val_loss: 0.0312088 | Time: 1463.07 ms
[2021-10-04 21:10:05 main:581] : INFO : Epoch 2031 | loss: 0.0312008 | val_loss: 0.0312064 | Time: 1436.87 ms
[2021-10-04 21:10:06 main:581] : INFO : Epoch 2032 | loss: 0.0312003 | val_loss: 0.0312037 | Time: 1427.1 ms
[2021-10-04 21:10:08 main:581] : INFO : Epoch 2033 | loss: 0.0311995 | val_loss: 0.0312049 | Time: 1428.41 ms
[2021-10-04 21:10:09 main:581] : INFO : Epoch 2034 | loss: 0.0311995 | val_loss: 0.0312035 | Time: 1464.02 ms
[2021-10-04 21:10:11 main:581] : INFO : Epoch 2035 | loss: 0.0311998 | val_loss: 0.0312042 | Time: 1446.36 ms
[2021-10-04 21:10:12 main:581] : INFO : Epoch 2036 | loss: 0.0311988 | val_loss: 0.0312024 | Time: 1438.07 ms
[2021-10-04 21:10:14 main:581] : INFO : Epoch 2037 | loss: 0.0311979 | val_loss: 0.0312044 | Time: 1443.97 ms
[2021-10-04 21:10:15 main:581] : INFO : Epoch 2038 | loss: 0.0311968 | val_loss: 0.0312022 | Time: 1465.79 ms
[2021-10-04 21:10:17 main:581] : INFO : Epoch 2039 | loss: 0.0311957 | val_loss: 0.0312021 | Time: 1442.93 ms
[2021-10-04 21:10:18 main:581] : INFO : Epoch 2040 | loss: 0.0311958 | val_loss: 0.0312025 | Time: 1439.22 ms
[2021-10-04 21:10:19 main:581] : INFO : Epoch 2041 | loss: 0.0311954 | val_loss: 0.0312019 | Time: 1442.35 ms
[2021-10-04 21:10:21 main:581] : INFO : Epoch 2042 | loss: 0.0311966 | val_loss: 0.0312037 | Time: 1431.15 ms
[2021-10-04 21:10:22 main:581] : INFO : Epoch 2043 | loss: 0.0311974 | val_loss: 0.0312088 | Time: 1434.64 ms
[2021-10-04 21:10:24 main:581] : INFO : Epoch 2044 | loss: 0.0311997 | val_loss: 0.0312065 | Time: 1451.73 ms
[2021-10-04 21:10:25 main:581] : INFO : Epoch 2045 | loss: 0.0311985 | val_loss: 0.0312032 | Time: 1439.92 ms
[2021-10-04 21:10:27 main:581] : INFO : Epoch 2046 | loss: 0.0311977 | val_loss: 0.0312051 | Time: 1435.68 ms
[2021-10-04 21:10:28 main:581] : INFO : Epoch 2047 | loss: 0.0311965 | val_loss: 0.031203 | Time: 1450.4 ms
[2021-10-04 21:10:30 main:581] : INFO : Epoch 2048 | loss: 0.0311957 | val_loss: 0.0312021 | Time: 1452.86 ms
[2021-10-04 21:10:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312021
[2021-10-04 21:10:30 main:610] : INFO : Saving end state to config to file
[2021-10-04 21:10:30 main:615] : INFO : Success, exiting..
21:10:30 (25932): 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)