Task 7650227
| Name | ParityModified-1631729473-19229-3_0 |
| Workunit | 5301493 |
| Created | 27 Sep 2021, 15:17:35 UTC |
| Sent | 6 Oct 2021, 20:02:12 UTC |
| Report deadline | 13 Oct 2021, 20:02:12 UTC |
| Received | 7 Oct 2021, 9:18:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 49 min 54 sec |
| CPU time | 49 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 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 | 13.41 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: 0.0311592 | val_loss: 0.0311686 | Time: 1455.71 ms
[2021-10-07 05:06:06 main:581] : INFO : Epoch 1539 | loss: 0.0311598 | val_loss: 0.0311687 | Time: 1460.77 ms
[2021-10-07 05:06:08 main:581] : INFO : Epoch 1540 | loss: 0.031159 | val_loss: 0.0311695 | Time: 1475.43 ms
[2021-10-07 05:06:09 main:581] : INFO : Epoch 1541 | loss: 0.031159 | val_loss: 0.031171 | Time: 1449.53 ms
[2021-10-07 05:06:11 main:581] : INFO : Epoch 1542 | loss: 0.0311591 | val_loss: 0.0311677 | Time: 1443.65 ms
[2021-10-07 05:06:12 main:581] : INFO : Epoch 1543 | loss: 0.0311586 | val_loss: 0.0311701 | Time: 1456.52 ms
[2021-10-07 05:06:14 main:581] : INFO : Epoch 1544 | loss: 0.0311587 | val_loss: 0.0311695 | Time: 1453.78 ms
[2021-10-07 05:06:15 main:581] : INFO : Epoch 1545 | loss: 0.0311585 | val_loss: 0.0311714 | Time: 1471.91 ms
[2021-10-07 05:06:17 main:581] : INFO : Epoch 1546 | loss: 0.0311594 | val_loss: 0.0311694 | Time: 1482.89 ms
[2021-10-07 05:06:18 main:581] : INFO : Epoch 1547 | loss: 0.0311588 | val_loss: 0.0311708 | Time: 1476.55 ms
[2021-10-07 05:06:19 main:581] : INFO : Epoch 1548 | loss: 0.0311576 | val_loss: 0.0311683 | Time: 1459.41 ms
[2021-10-07 05:06:21 main:581] : INFO : Epoch 1549 | loss: 0.0311564 | val_loss: 0.0311701 | Time: 1460.41 ms
[2021-10-07 05:06:22 main:581] : INFO : Epoch 1550 | loss: 0.0311565 | val_loss: 0.0311685 | Time: 1464.95 ms
[2021-10-07 05:06:24 main:581] : INFO : Epoch 1551 | loss: 0.0311579 | val_loss: 0.0311684 | Time: 1478.68 ms
[2021-10-07 05:06:25 main:581] : INFO : Epoch 1552 | loss: 0.031156 | val_loss: 0.031169 | Time: 1460.89 ms
[2021-10-07 05:06:27 main:581] : INFO : Epoch 1553 | loss: 0.0311575 | val_loss: 0.0311701 | Time: 1473.87 ms
[2021-10-07 05:06:28 main:581] : INFO : Epoch 1554 | loss: 0.0311588 | val_loss: 0.0311724 | Time: 1473.07 ms
[2021-10-07 05:06:30 main:581] : INFO : Epoch 1555 | loss: 0.0311577 | val_loss: 0.0311757 | Time: 1556.63 ms
[2021-10-07 05:06:31 main:581] : INFO : Epoch 1556 | loss: 0.0311578 | val_loss: 0.031169 | Time: 1558.19 ms
[2021-10-07 05:06:33 main:581] : INFO : Epoch 1557 | loss: 0.0311569 | val_loss: 0.0311684 | Time: 1500.54 ms
[2021-10-07 05:06:34 main:581] : INFO : Epoch 1558 | loss: 0.0311562 | val_loss: 0.0311689 | Time: 1595.04 ms
[2021-10-07 05:06:36 main:581] : INFO : Epoch 1559 | loss: 0.0311556 | val_loss: 0.0311708 | Time: 1445.72 ms
[2021-10-07 05:06:37 main:581] : INFO : Epoch 1560 | loss: 0.0311578 | val_loss: 0.0311685 | Time: 1456.46 ms
[2021-10-07 05:06:39 main:581] : INFO : Epoch 1561 | loss: 0.0311559 | val_loss: 0.0311695 | Time: 1590.95 ms
[2021-10-07 05:06:40 main:581] : INFO : Epoch 1562 | loss: 0.031156 | val_loss: 0.0311698 | Time: 1502.81 ms
[2021-10-07 05:06:42 main:581] : INFO : Epoch 1563 | loss: 0.0311562 | val_loss: 0.0311728 | Time: 1470.08 ms
[2021-10-07 05:06:43 main:581] : INFO : Epoch 1564 | loss: 0.0311561 | val_loss: 0.0311711 | Time: 1452.83 ms
[2021-10-07 05:06:45 main:581] : INFO : Epoch 1565 | loss: 0.0311604 | val_loss: 0.0311703 | Time: 1466.11 ms
[2021-10-07 05:06:46 main:581] : INFO : Epoch 1566 | loss: 0.0311581 | val_loss: 0.0311827 | Time: 1461.8 ms
[2021-10-07 05:06:48 main:581] : INFO : Epoch 1567 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 1456.62 ms
[2021-10-07 05:06:49 main:581] : INFO : Epoch 1568 | loss: 0.0311567 | val_loss: 0.0311703 | Time: 1455.17 ms
[2021-10-07 05:06:51 main:581] : INFO : Epoch 1569 | loss: 0.0311552 | val_loss: 0.0311701 | Time: 1460.39 ms
[2021-10-07 05:06:52 main:581] : INFO : Epoch 1570 | loss: 0.0311585 | val_loss: 0.0311713 | Time: 1476.47 ms
[2021-10-07 05:06:54 main:581] : INFO : Epoch 1571 | loss: 0.0311565 | val_loss: 0.031169 | Time: 1460.72 ms
[2021-10-07 05:06:55 main:581] : INFO : Epoch 1572 | loss: 0.0311548 | val_loss: 0.0311718 | Time: 1463.21 ms
[2021-10-07 05:06:57 main:581] : INFO : Epoch 1573 | loss: 0.0311575 | val_loss: 0.0311704 | Time: 1458.41 ms
[2021-10-07 05:06:58 main:581] : INFO : Epoch 1574 | loss: 0.0311574 | val_loss: 0.0311688 | Time: 1498.16 ms
[2021-10-07 05:07:00 main:581] : INFO : Epoch 1575 | loss: 0.0311554 | val_loss: 0.0311734 | Time: 1468.85 ms
[2021-10-07 05:07:01 main:581] : INFO : Epoch 1576 | loss: 0.0311577 | val_loss: 0.0311756 | Time: 1457.13 ms
[2021-10-07 05:07:02 main:581] : INFO : Epoch 1577 | loss: 0.0311584 | val_loss: 0.0311694 | Time: 1459.88 ms
[2021-10-07 05:07:04 main:581] : INFO : Epoch 1578 | loss: 0.0311578 | val_loss: 0.0311709 | Time: 1481.91 ms
[2021-10-07 05:07:05 main:581] : INFO : Epoch 1579 | loss: 0.0311621 | val_loss: 0.0311735 | Time: 1436.85 ms
[2021-10-07 05:07:07 main:581] : INFO : Epoch 1580 | loss: 0.0311627 | val_loss: 0.0311715 | Time: 1464.09 ms
[2021-10-07 05:07:08 main:581] : INFO : Epoch 1581 | loss: 0.0311654 | val_loss: 0.0311729 | Time: 1431.75 ms
[2021-10-07 05:07:10 main:581] : INFO : Epoch 1582 | loss: 0.031164 | val_loss: 0.0311699 | Time: 1447.54 ms
[2021-10-07 05:07:11 main:581] : INFO : Epoch 1583 | loss: 0.0311615 | val_loss: 0.0311699 | Time: 1453.13 ms
[2021-10-07 05:07:13 main:581] : INFO : Epoch 1584 | loss: 0.03116 | val_loss: 0.0311698 | Time: 1465.38 ms
[2021-10-07 05:07:14 main:581] : INFO : Epoch 1585 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 1448.93 ms
[2021-10-07 05:07:16 main:581] : INFO : Epoch 1586 | loss: 0.0311593 | val_loss: 0.0311676 | Time: 1444.87 ms
[2021-10-07 05:07:17 main:581] : INFO : Epoch 1587 | loss: 0.0311581 | val_loss: 0.0311774 | Time: 1458.68 ms
[2021-10-07 05:07:18 main:581] : INFO : Epoch 1588 | loss: 0.0311609 | val_loss: 0.0311722 | Time: 1466.61 ms
[2021-10-07 05:07:20 main:581] : INFO : Epoch 1589 | loss: 0.0311582 | val_loss: 0.0311666 | Time: 1485.01 ms
[2021-10-07 05:07:21 main:581] : INFO : Epoch 1590 | loss: 0.0311587 | val_loss: 0.03118 | Time: 1476.14 ms
[2021-10-07 05:07:23 main:581] : INFO : Epoch 1591 | loss: 0.0311591 | val_loss: 0.0311715 | Time: 1443.57 ms
[2021-10-07 05:07:24 main:581] : INFO : Epoch 1592 | loss: 0.0311572 | val_loss: 0.031172 | Time: 1452.7 ms
[2021-10-07 05:07:26 main:581] : INFO : Epoch 1593 | loss: 0.0311572 | val_loss: 0.0311747 | Time: 1463.94 ms
[2021-10-07 05:07:27 main:581] : INFO : Epoch 1594 | loss: 0.0311615 | val_loss: 0.0311693 | Time: 1478.01 ms
[2021-10-07 05:07:29 main:581] : INFO : Epoch 1595 | loss: 0.0311603 | val_loss: 0.0311751 | Time: 1464.6 ms
[2021-10-07 05:07:30 main:581] : INFO : Epoch 1596 | loss: 0.031159 | val_loss: 0.0311689 | Time: 1465.75 ms
[2021-10-07 05:07:32 main:581] : INFO : Epoch 1597 | loss: 0.0311588 | val_loss: 0.0311671 | Time: 1447.36 ms
[2021-10-07 05:07:33 main:581] : INFO : Epoch 1598 | loss: 0.0311619 | val_loss: 0.031169 | Time: 1442.55 ms
[2021-10-07 05:07:35 main:581] : INFO : Epoch 1599 | loss: 0.0311602 | val_loss: 0.0311759 | Time: 1422.86 ms
[2021-10-07 05:07:36 main:581] : INFO : Epoch 1600 | loss: 0.0311602 | val_loss: 0.0311694 | Time: 1450.85 ms
[2021-10-07 05:07:37 main:581] : INFO : Epoch 1601 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 1452.94 ms
[2021-10-07 05:07:39 main:581] : INFO : Epoch 1602 | loss: 0.03116 | val_loss: 0.0311684 | Time: 1509.12 ms
[2021-10-07 05:07:40 main:581] : INFO : Epoch 1603 | loss: 0.0311607 | val_loss: 0.0311755 | Time: 1426.99 ms
[2021-10-07 05:07:42 main:581] : INFO : Epoch 1604 | loss: 0.031163 | val_loss: 0.0311657 | Time: 1474.96 ms
[2021-10-07 05:07:43 main:581] : INFO : Epoch 1605 | loss: 0.0311606 | val_loss: 0.0311704 | Time: 1471.33 ms
[2021-10-07 05:07:45 main:581] : INFO : Epoch 1606 | loss: 0.0311585 | val_loss: 0.0311649 | Time: 1445.78 ms
[2021-10-07 05:07:46 main:581] : INFO : Epoch 1607 | loss: 0.0311561 | val_loss: 0.0311648 | Time: 1433.6 ms
[2021-10-07 05:07:48 main:581] : INFO : Epoch 1608 | loss: 0.0311566 | val_loss: 0.0311651 | Time: 1442.38 ms
[2021-10-07 05:07:49 main:581] : INFO : Epoch 1609 | loss: 0.0311553 | val_loss: 0.0311661 | Time: 1439.09 ms
[2021-10-07 05:07:51 main:581] : INFO : Epoch 1610 | loss: 0.0311563 | val_loss: 0.0311644 | Time: 1489.54 ms
[2021-10-07 05:07:52 main:581] : INFO : Epoch 1611 | loss: 0.031158 | val_loss: 0.0311666 | Time: 1471.55 ms
[2021-10-07 05:07:53 main:581] : INFO : Epoch 1612 | loss: 0.0311571 | val_loss: 0.031168 | Time: 1454.03 ms
[2021-10-07 05:07:55 main:581] : INFO : Epoch 1613 | loss: 0.0311554 | val_loss: 0.0311652 | Time: 1467.73 ms
[2021-10-07 05:07:56 main:581] : INFO : Epoch 1614 | loss: 0.0311541 | val_loss: 0.031167 | Time: 1455.83 ms
[2021-10-07 05:07:58 main:581] : INFO : Epoch 1615 | loss: 0.0311545 | val_loss: 0.031166 | Time: 1452.48 ms
[2021-10-07 05:07:59 main:581] : INFO : Epoch 1616 | loss: 0.0311559 | val_loss: 0.0311667 | Time: 1448.76 ms
[2021-10-07 05:08:01 main:581] : INFO : Epoch 1617 | loss: 0.0311594 | val_loss: 0.0311677 | Time: 1450.96 ms
[2021-10-07 05:08:02 main:581] : INFO : Epoch 1618 | loss: 0.0311561 | val_loss: 0.0311687 | Time: 1435.64 ms
[2021-10-07 05:08:04 main:581] : INFO : Epoch 1619 | loss: 0.0311571 | val_loss: 0.0311693 | Time: 1493.74 ms
[2021-10-07 05:08:05 main:581] : INFO : Epoch 1620 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 1460.89 ms
[2021-10-07 05:08:07 main:581] : INFO : Epoch 1621 | loss: 0.0311619 | val_loss: 0.0311688 | Time: 1618.63 ms
[2021-10-07 05:08:08 main:581] : INFO : Epoch 1622 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 1669.25 ms
[2021-10-07 05:08:10 main:581] : INFO : Epoch 1623 | loss: 0.0311559 | val_loss: 0.0311699 | Time: 1470.97 ms
[2021-10-07 05:08:11 main:581] : INFO : Epoch 1624 | loss: 0.0311545 | val_loss: 0.0311678 | Time: 1458.06 ms
[2021-10-07 05:08:13 main:581] : INFO : Epoch 1625 | loss: 0.0311544 | val_loss: 0.0311691 | Time: 1484.97 ms
[2021-10-07 05:08:14 main:581] : INFO : Epoch 1626 | loss: 0.031156 | val_loss: 0.0311711 | Time: 1480.14 ms
[2021-10-07 05:08:16 main:581] : INFO : Epoch 1627 | loss: 0.0311555 | val_loss: 0.0311706 | Time: 1479.13 ms
[2021-10-07 05:08:17 main:581] : INFO : Epoch 1628 | loss: 0.0311548 | val_loss: 0.0311694 | Time: 1480.35 ms
[2021-10-07 05:08:19 main:581] : INFO : Epoch 1629 | loss: 0.0311548 | val_loss: 0.0311683 | Time: 1490.19 ms
[2021-10-07 05:08:20 main:581] : INFO : Epoch 1630 | loss: 0.0311541 | val_loss: 0.0311672 | Time: 1500.88 ms
[2021-10-07 05:08:22 main:581] : INFO : Epoch 1631 | loss: 0.0311538 | val_loss: 0.0311696 | Time: 1453.54 ms
[2021-10-07 05:08:23 main:581] : INFO : Epoch 1632 | loss: 0.0311557 | val_loss: 0.0311688 | Time: 1454.85 ms
[2021-10-07 05:08:25 main:581] : INFO : Epoch 1633 | loss: 0.0311553 | val_loss: 0.031169 | Time: 1461.4 ms
[2021-10-07 05:08:26 main:581] : INFO : Epoch 1634 | loss: 0.031158 | val_loss: 0.0311677 | Time: 1437.11 ms
[2021-10-07 05:08:28 main:581] : INFO : Epoch 1635 | loss: 0.0311542 | val_loss: 0.0311685 | Time: 1453.65 ms
[2021-10-07 05:08:29 main:581] : INFO : Epoch 1636 | loss: 0.0311537 | val_loss: 0.0311686 | Time: 1453.75 ms
[2021-10-07 05:08:30 main:581] : INFO : Epoch 1637 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 1455.63 ms
[2021-10-07 05:08:32 main:581] : INFO : Epoch 1638 | loss: 0.031154 | val_loss: 0.0311674 | Time: 1455.64 ms
[2021-10-07 05:08:33 main:581] : INFO : Epoch 1639 | loss: 0.0311533 | val_loss: 0.0311672 | Time: 1430.03 ms
[2021-10-07 05:08:35 main:581] : INFO : Epoch 1640 | loss: 0.0311577 | val_loss: 0.0311638 | Time: 1456.48 ms
[2021-10-07 05:08:36 main:581] : INFO : Epoch 1641 | loss: 0.0311606 | val_loss: 0.0311629 | Time: 1471.57 ms
[2021-10-07 05:08:38 main:581] : INFO : Epoch 1642 | loss: 0.0311595 | val_loss: 0.0311637 | Time: 1477.9 ms
[2021-10-07 05:08:39 main:581] : INFO : Epoch 1643 | loss: 0.0311565 | val_loss: 0.0311657 | Time: 1501.94 ms
[2021-10-07 05:08:41 main:581] : INFO : Epoch 1644 | loss: 0.0311566 | val_loss: 0.0311629 | Time: 1471.92 ms
[2021-10-07 05:08:42 main:581] : INFO : Epoch 1645 | loss: 0.0311567 | val_loss: 0.0311695 | Time: 1481.18 ms
[2021-10-07 05:08:44 main:581] : INFO : Epoch 1646 | loss: 0.0311605 | val_loss: 0.0311664 | Time: 1461.57 ms
[2021-10-07 05:08:45 main:581] : INFO : Epoch 1647 | loss: 0.0311569 | val_loss: 0.031166 | Time: 1454.66 ms
[2021-10-07 05:08:47 main:581] : INFO : Epoch 1648 | loss: 0.0311531 | val_loss: 0.0311644 | Time: 1447.14 ms
[2021-10-07 05:08:48 main:581] : INFO : Epoch 1649 | loss: 0.0311535 | val_loss: 0.0311656 | Time: 1448.54 ms
[2021-10-07 05:08:49 main:581] : INFO : Epoch 1650 | loss: 0.0311523 | val_loss: 0.031166 | Time: 1464.65 ms
[2021-10-07 05:08:51 main:581] : INFO : Epoch 1651 | loss: 0.0311532 | val_loss: 0.0311689 | Time: 1479.13 ms
[2021-10-07 05:08:52 main:581] : INFO : Epoch 1652 | loss: 0.0311539 | val_loss: 0.0311664 | Time: 1466.38 ms
[2021-10-07 05:08:54 main:581] : INFO : Epoch 1653 | loss: 0.0311533 | val_loss: 0.0311656 | Time: 1444.79 ms
[2021-10-07 05:08:55 main:581] : INFO : Epoch 1654 | loss: 0.0311529 | val_loss: 0.0311702 | Time: 1609.2 ms
[2021-10-07 05:08:57 main:581] : INFO : Epoch 1655 | loss: 0.0311553 | val_loss: 0.0311673 | Time: 1616.53 ms
[2021-10-07 05:08:59 main:581] : INFO : Epoch 1656 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 1456.26 ms
[2021-10-07 05:09:00 main:581] : INFO : Epoch 1657 | loss: 0.0311542 | val_loss: 0.0311703 | Time: 1457.88 ms
[2021-10-07 05:09:01 main:581] : INFO : Epoch 1658 | loss: 0.0311562 | val_loss: 0.0311674 | Time: 1474.8 ms
[2021-10-07 05:09:03 main:581] : INFO : Epoch 1659 | loss: 0.0311547 | val_loss: 0.0311666 | Time: 1583.34 ms
[2021-10-07 05:09:05 main:581] : INFO : Epoch 1660 | loss: 0.0311567 | val_loss: 0.031177 | Time: 1555.99 ms
[2021-10-07 05:09:06 main:581] : INFO : Epoch 1661 | loss: 0.0311551 | val_loss: 0.0311664 | Time: 1592.02 ms
[2021-10-07 05:09:08 main:581] : INFO : Epoch 1662 | loss: 0.0311523 | val_loss: 0.0311737 | Time: 1454.59 ms
[2021-10-07 05:09:09 main:581] : INFO : Epoch 1663 | loss: 0.0311575 | val_loss: 0.0311722 | Time: 1463.73 ms
[2021-10-07 05:09:11 main:581] : INFO : Epoch 1664 | loss: 0.0311531 | val_loss: 0.0311696 | Time: 1489.75 ms
[2021-10-07 05:09:12 main:581] : INFO : Epoch 1665 | loss: 0.031152 | val_loss: 0.0311707 | Time: 1462.81 ms
[2021-10-07 05:09:14 main:581] : INFO : Epoch 1666 | loss: 0.0311508 | val_loss: 0.0311679 | Time: 1454.32 ms
[2021-10-07 05:09:15 main:581] : INFO : Epoch 1667 | loss: 0.0311515 | val_loss: 0.0311691 | Time: 1477.2 ms
[2021-10-07 05:09:16 main:581] : INFO : Epoch 1668 | loss: 0.0311515 | val_loss: 0.0311693 | Time: 1444.29 ms
[2021-10-07 05:09:18 main:581] : INFO : Epoch 1669 | loss: 0.0311535 | val_loss: 0.0311796 | Time: 1476.33 ms
[2021-10-07 05:09:19 main:581] : INFO : Epoch 1670 | loss: 0.0311545 | val_loss: 0.0311712 | Time: 1452.34 ms
[2021-10-07 05:09:21 main:581] : INFO : Epoch 1671 | loss: 0.031152 | val_loss: 0.0311732 | Time: 1461.89 ms
[2021-10-07 05:09:22 main:581] : INFO : Epoch 1672 | loss: 0.0311498 | val_loss: 0.03117 | Time: 1464.92 ms
[2021-10-07 05:09:24 main:581] : INFO : Epoch 1673 | loss: 0.0311542 | val_loss: 0.0311695 | Time: 1456.87 ms
[2021-10-07 05:09:25 main:581] : INFO : Epoch 1674 | loss: 0.031153 | val_loss: 0.0311673 | Time: 1492.29 ms
[2021-10-07 05:09:27 main:581] : INFO : Epoch 1675 | loss: 0.0311539 | val_loss: 0.0311696 | Time: 1469.98 ms
[2021-10-07 05:09:28 main:581] : INFO : Epoch 1676 | loss: 0.0311529 | val_loss: 0.0311678 | Time: 1468.2 ms
[2021-10-07 05:09:30 main:581] : INFO : Epoch 1677 | loss: 0.0311517 | val_loss: 0.0311727 | Time: 1453.29 ms
[2021-10-07 05:09:31 main:581] : INFO : Epoch 1678 | loss: 0.0311549 | val_loss: 0.0311698 | Time: 1439.91 ms
[2021-10-07 05:09:33 main:581] : INFO : Epoch 1679 | loss: 0.0311524 | val_loss: 0.0311696 | Time: 1482.35 ms
[2021-10-07 05:09:34 main:581] : INFO : Epoch 1680 | loss: 0.0311512 | val_loss: 0.031173 | Time: 1520.01 ms
[2021-10-07 05:09:36 main:581] : INFO : Epoch 1681 | loss: 0.0311509 | val_loss: 0.0311691 | Time: 1527.07 ms
[2021-10-07 05:09:37 main:581] : INFO : Epoch 1682 | loss: 0.0311518 | val_loss: 0.0311697 | Time: 1470.22 ms
[2021-10-07 05:09:39 main:581] : INFO : Epoch 1683 | loss: 0.0311506 | val_loss: 0.0311691 | Time: 1465.5 ms
[2021-10-07 05:09:40 main:581] : INFO : Epoch 1684 | loss: 0.0311528 | val_loss: 0.0311754 | Time: 1453.83 ms
[2021-10-07 05:09:41 main:581] : INFO : Epoch 1685 | loss: 0.0311535 | val_loss: 0.0311677 | Time: 1445.55 ms
[2021-10-07 05:09:43 main:581] : INFO : Epoch 1686 | loss: 0.0311504 | val_loss: 0.0311678 | Time: 1446.67 ms
[2021-10-07 05:09:44 main:581] : INFO : Epoch 1687 | loss: 0.0311506 | val_loss: 0.0311688 | Time: 1445.6 ms
[2021-10-07 05:09:46 main:581] : INFO : Epoch 1688 | loss: 0.0311519 | val_loss: 0.0311718 | Time: 1449.29 ms
[2021-10-07 05:09:47 main:581] : INFO : Epoch 1689 | loss: 0.0311513 | val_loss: 0.0311669 | Time: 1472.17 ms
[2021-10-07 05:09:49 main:581] : INFO : Epoch 1690 | loss: 0.0311537 | val_loss: 0.0311697 | Time: 1469.12 ms
[2021-10-07 05:09:50 main:581] : INFO : Epoch 1691 | loss: 0.0311538 | val_loss: 0.0311651 | Time: 1451.4 ms
[2021-10-07 05:09:52 main:581] : INFO : Epoch 1692 | loss: 0.031155 | val_loss: 0.0311649 | Time: 1467.67 ms
[2021-10-07 05:09:53 main:581] : INFO : Epoch 1693 | loss: 0.0311514 | val_loss: 0.0311685 | Time: 1453.11 ms
[2021-10-07 05:09:55 main:581] : INFO : Epoch 1694 | loss: 0.0311513 | val_loss: 0.0311706 | Time: 1558.72 ms
[2021-10-07 05:09:56 main:581] : INFO : Epoch 1695 | loss: 0.0311516 | val_loss: 0.0311718 | Time: 1572.18 ms
[2021-10-07 05:09:58 main:581] : INFO : Epoch 1696 | loss: 0.0311559 | val_loss: 0.0311729 | Time: 1461.28 ms
[2021-10-07 05:09:59 main:581] : INFO : Epoch 1697 | loss: 0.0311564 | val_loss: 0.0311681 | Time: 1483.7 ms
[2021-10-07 05:10:01 main:581] : INFO : Epoch 1698 | loss: 0.0311532 | val_loss: 0.0311721 | Time: 1456.63 ms
[2021-10-07 05:10:02 main:581] : INFO : Epoch 1699 | loss: 0.0311534 | val_loss: 0.03117 | Time: 1453.86 ms
[2021-10-07 05:10:04 main:581] : INFO : Epoch 1700 | loss: 0.0311514 | val_loss: 0.0311752 | Time: 1455.28 ms
[2021-10-07 05:10:05 main:581] : INFO : Epoch 1701 | loss: 0.0311539 | val_loss: 0.0311676 | Time: 1480.99 ms
[2021-10-07 05:10:06 main:581] : INFO : Epoch 1702 | loss: 0.0311518 | val_loss: 0.0311704 | Time: 1448.98 ms
[2021-10-07 05:10:08 main:581] : INFO : Epoch 1703 | loss: 0.0311491 | val_loss: 0.0311674 | Time: 1433.48 ms
[2021-10-07 05:10:09 main:581] : INFO : Epoch 1704 | loss: 0.0311474 | val_loss: 0.0311672 | Time: 1438.08 ms
[2021-10-07 05:10:11 main:581] : INFO : Epoch 1705 | loss: 0.0311478 | val_loss: 0.031168 | Time: 1442.7 ms
[2021-10-07 05:10:12 main:581] : INFO : Epoch 1706 | loss: 0.0311501 | val_loss: 0.0311675 | Time: 1465.33 ms
[2021-10-07 05:10:14 main:581] : INFO : Epoch 1707 | loss: 0.0311493 | val_loss: 0.0311653 | Time: 1465.17 ms
[2021-10-07 05:10:15 main:581] : INFO : Epoch 1708 | loss: 0.0311505 | val_loss: 0.0311692 | Time: 1454.13 ms
[2021-10-07 05:10:17 main:581] : INFO : Epoch 1709 | loss: 0.0311502 | val_loss: 0.0311699 | Time: 1466.22 ms
[2021-10-07 05:10:18 main:581] : INFO : Epoch 1710 | loss: 0.0311602 | val_loss: 0.0311724 | Time: 1462.17 ms
[2021-10-07 05:10:20 main:581] : INFO : Epoch 1711 | loss: 0.0311625 | val_loss: 0.0311765 | Time: 1462.93 ms
[2021-10-07 05:10:21 main:581] : INFO : Epoch 1712 | loss: 0.0311619 | val_loss: 0.0311736 | Time: 1483.92 ms
[2021-10-07 05:10:23 main:581] : INFO : Epoch 1713 | loss: 0.0311611 | val_loss: 0.0311738 | Time: 1464.97 ms
[2021-10-07 05:10:24 main:581] : INFO : Epoch 1714 | loss: 0.0311605 | val_loss: 0.0311733 | Time: 1470.44 ms
[2021-10-07 05:10:25 main:581] : INFO : Epoch 1715 | loss: 0.0311623 | val_loss: 0.0311793 | Time: 1477.14 ms
[2021-10-07 05:10:27 main:581] : INFO : Epoch 1716 | loss: 0.0311664 | val_loss: 0.0311777 | Time: 1458.4 ms
[2021-10-07 05:10:28 main:581] : INFO : Epoch 1717 | loss: 0.0311642 | val_loss: 0.0311799 | Time: 1471.6 ms
[2021-10-07 05:10:30 main:581] : INFO : Epoch 1718 | loss: 0.0311673 | val_loss: 0.031185 | Time: 1452.57 ms
[2021-10-07 05:10:31 main:581] : INFO : Epoch 1719 | loss: 0.0311696 | val_loss: 0.0311804 | Time: 1464.28 ms
[2021-10-07 05:10:33 main:581] : INFO : Epoch 1720 | loss: 0.031173 | val_loss: 0.0311765 | Time: 1457.71 ms
[2021-10-07 05:10:34 main:581] : INFO : Epoch 1721 | loss: 0.0311697 | val_loss: 0.0311759 | Time: 1455.07 ms
[2021-10-07 05:10:36 main:581] : INFO : Epoch 1722 | loss: 0.0311679 | val_loss: 0.0311744 | Time: 1477.45 ms
[2021-10-07 05:10:37 main:581] : INFO : Epoch 1723 | loss: 0.0311641 | val_loss: 0.0311694 | Time: 1455.04 ms
[2021-10-07 05:10:39 main:581] : INFO : Epoch 1724 | loss: 0.0311623 | val_loss: 0.0311683 | Time: 1440.13 ms
[2021-10-07 05:10:40 main:581] : INFO : Epoch 1725 | loss: 0.0311633 | val_loss: 0.0311706 | Time: 1460.51 ms
[2021-10-07 05:10:42 main:581] : INFO : Epoch 1726 | loss: 0.031163 | val_loss: 0.0311693 | Time: 1447.68 ms
[2021-10-07 05:10:43 main:581] : INFO : Epoch 1727 | loss: 0.0311623 | val_loss: 0.0311675 | Time: 1465.3 ms
[2021-10-07 05:10:44 main:581] : INFO : Epoch 1728 | loss: 0.0311627 | val_loss: 0.0311706 | Time: 1484.77 ms
[2021-10-07 05:10:46 main:581] : INFO : Epoch 1729 | loss: 0.0311624 | val_loss: 0.0311758 | Time: 1464.03 ms
[2021-10-07 05:10:47 main:581] : INFO : Epoch 1730 | loss: 0.0311619 | val_loss: 0.0311709 | Time: 1477.4 ms
[2021-10-07 05:10:49 main:581] : INFO : Epoch 1731 | loss: 0.0311597 | val_loss: 0.0311696 | Time: 1449.85 ms
[2021-10-07 05:10:50 main:581] : INFO : Epoch 1732 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 1575.99 ms
[2021-10-07 05:10:52 main:581] : INFO : Epoch 1733 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 1470.9 ms
[2021-10-07 05:10:53 main:581] : INFO : Epoch 1734 | loss: 0.0311633 | val_loss: 0.031167 | Time: 1432.12 ms
[2021-10-07 05:10:55 main:581] : INFO : Epoch 1735 | loss: 0.0311617 | val_loss: 0.0311667 | Time: 1459.27 ms
[2021-10-07 05:10:56 main:581] : INFO : Epoch 1736 | loss: 0.0311621 | val_loss: 0.0311668 | Time: 1454.51 ms
[2021-10-07 05:10:58 main:581] : INFO : Epoch 1737 | loss: 0.0311595 | val_loss: 0.0311672 | Time: 1455.51 ms
[2021-10-07 05:10:59 main:581] : INFO : Epoch 1738 | loss: 0.0311581 | val_loss: 0.0311682 | Time: 1467.94 ms
[2021-10-07 05:11:01 main:581] : INFO : Epoch 1739 | loss: 0.0311578 | val_loss: 0.0311727 | Time: 1470.43 ms
[2021-10-07 05:11:02 main:581] : INFO : Epoch 1740 | loss: 0.031159 | val_loss: 0.0311718 | Time: 1461.58 ms
[2021-10-07 05:11:04 main:581] : INFO : Epoch 1741 | loss: 0.0311635 | val_loss: 0.0311724 | Time: 1455.78 ms
[2021-10-07 05:11:05 main:581] : INFO : Epoch 1742 | loss: 0.0311639 | val_loss: 0.0311732 | Time: 1453.9 ms
[2021-10-07 05:11:06 main:581] : INFO : Epoch 1743 | loss: 0.0311651 | val_loss: 0.031174 | Time: 1453.04 ms
[2021-10-07 05:11:08 main:581] : INFO : Epoch 1744 | loss: 0.0311639 | val_loss: 0.0311767 | Time: 1455.52 ms
[2021-10-07 05:11:09 main:581] : INFO : Epoch 1745 | loss: 0.0311659 | val_loss: 0.0311818 | Time: 1467.06 ms
[2021-10-07 05:11:11 main:581] : INFO : Epoch 1746 | loss: 0.0311687 | val_loss: 0.0311721 | Time: 1454.99 ms
[2021-10-07 05:11:12 main:581] : INFO : Epoch 1747 | loss: 0.031166 | val_loss: 0.0311679 | Time: 1450.47 ms
[2021-10-07 05:11:14 main:581] : INFO : Epoch 1748 | loss: 0.0311646 | val_loss: 0.0311685 | Time: 1629.97 ms
[2021-10-07 05:11:15 main:581] : INFO : Epoch 1749 | loss: 0.0311643 | val_loss: 0.0311716 | Time: 1484.25 ms
[2021-10-07 05:11:17 main:581] : INFO : Epoch 1750 | loss: 0.031165 | val_loss: 0.0311681 | Time: 1561.62 ms
[2021-10-07 05:11:18 main:581] : INFO : Epoch 1751 | loss: 0.0311633 | val_loss: 0.031168 | Time: 1464.45 ms
[2021-10-07 05:11:20 main:581] : INFO : Epoch 1752 | loss: 0.031163 | val_loss: 0.0311683 | Time: 1450.73 ms
[2021-10-07 05:11:21 main:581] : INFO : Epoch 1753 | loss: 0.0311642 | val_loss: 0.0311681 | Time: 1451.61 ms
[2021-10-07 05:11:23 main:581] : INFO : Epoch 1754 | loss: 0.0311637 | val_loss: 0.0311655 | Time: 1540.43 ms
[2021-10-07 05:11:24 main:581] : INFO : Epoch 1755 | loss: 0.0311629 | val_loss: 0.0311651 | Time: 1473.56 ms
[2021-10-07 05:11:26 main:581] : INFO : Epoch 1756 | loss: 0.0311618 | val_loss: 0.0311646 | Time: 1451.46 ms
[2021-10-07 05:11:27 main:581] : INFO : Epoch 1757 | loss: 0.031162 | val_loss: 0.0311722 | Time: 1467.2 ms
[2021-10-07 05:11:29 main:581] : INFO : Epoch 1758 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 1452.09 ms
[2021-10-07 05:11:30 main:581] : INFO : Epoch 1759 | loss: 0.031162 | val_loss: 0.0311699 | Time: 1471.11 ms
[2021-10-07 05:11:32 main:581] : INFO : Epoch 1760 | loss: 0.0311607 | val_loss: 0.0311666 | Time: 1483.97 ms
[2021-10-07 05:11:33 main:581] : INFO : Epoch 1761 | loss: 0.0311601 | val_loss: 0.0311683 | Time: 1463.14 ms
[2021-10-07 05:11:35 main:581] : INFO : Epoch 1762 | loss: 0.0311582 | val_loss: 0.0311688 | Time: 1449.83 ms
[2021-10-07 05:11:36 main:581] : INFO : Epoch 1763 | loss: 0.0311589 | val_loss: 0.0311666 | Time: 1467.36 ms
[2021-10-07 05:11:38 main:581] : INFO : Epoch 1764 | loss: 0.031162 | val_loss: 0.0311688 | Time: 1477.05 ms
[2021-10-07 05:11:39 main:581] : INFO : Epoch 1765 | loss: 0.0311607 | val_loss: 0.0311692 | Time: 1456.18 ms
[2021-10-07 05:11:40 main:581] : INFO : Epoch 1766 | loss: 0.0311617 | val_loss: 0.0311701 | Time: 1462.28 ms
[2021-10-07 05:11:42 main:581] : INFO : Epoch 1767 | loss: 0.0311611 | val_loss: 0.031169 | Time: 1449.4 ms
[2021-10-07 05:11:43 main:581] : INFO : Epoch 1768 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 1454.06 ms
[2021-10-07 05:11:45 main:581] : INFO : Epoch 1769 | loss: 0.03116 | val_loss: 0.0311689 | Time: 1453.15 ms
[2021-10-07 05:11:46 main:581] : INFO : Epoch 1770 | loss: 0.0311587 | val_loss: 0.031168 | Time: 1454.68 ms
[2021-10-07 05:11:48 main:581] : INFO : Epoch 1771 | loss: 0.0311572 | val_loss: 0.0311679 | Time: 1453.12 ms
[2021-10-07 05:11:49 main:581] : INFO : Epoch 1772 | loss: 0.0311579 | val_loss: 0.0311705 | Time: 1480.32 ms
[2021-10-07 05:11:51 main:581] : INFO : Epoch 1773 | loss: 0.0311583 | val_loss: 0.0311678 | Time: 1466.12 ms
[2021-10-07 05:11:52 main:581] : INFO : Epoch 1774 | loss: 0.0311578 | val_loss: 0.0311667 | Time: 1471.38 ms
[2021-10-07 05:11:54 main:581] : INFO : Epoch 1775 | loss: 0.0311617 | val_loss: 0.0311712 | Time: 1458.97 ms
[2021-10-07 05:11:55 main:581] : INFO : Epoch 1776 | loss: 0.0311598 | val_loss: 0.0311661 | Time: 1462.1 ms
[2021-10-07 05:11:57 main:581] : INFO : Epoch 1777 | loss: 0.0311591 | val_loss: 0.0311664 | Time: 1464.44 ms
[2021-10-07 05:11:58 main:581] : INFO : Epoch 1778 | loss: 0.0311588 | val_loss: 0.0311656 | Time: 1469.98 ms
[2021-10-07 05:11:59 main:581] : INFO : Epoch 1779 | loss: 0.0311576 | val_loss: 0.0311671 | Time: 1483.61 ms
[2021-10-07 05:12:01 main:581] : INFO : Epoch 1780 | loss: 0.0311591 | val_loss: 0.031166 | Time: 1458.6 ms
[2021-10-07 05:12:02 main:581] : INFO : Epoch 1781 | loss: 0.0311577 | val_loss: 0.0311655 | Time: 1478.91 ms
[2021-10-07 05:12:04 main:581] : INFO : Epoch 1782 | loss: 0.0311606 | val_loss: 0.0311654 | Time: 1472.4 ms
[2021-10-07 05:12:05 main:581] : INFO : Epoch 1783 | loss: 0.0311618 | val_loss: 0.0311686 | Time: 1455.87 ms
[2021-10-07 05:12:07 main:581] : INFO : Epoch 1784 | loss: 0.0311605 | val_loss: 0.0311688 | Time: 1474.24 ms
[2021-10-07 05:12:08 main:581] : INFO : Epoch 1785 | loss: 0.0311593 | val_loss: 0.0311666 | Time: 1459.7 ms
[2021-10-07 05:12:10 main:581] : INFO : Epoch 1786 | loss: 0.0311586 | val_loss: 0.0311649 | Time: 1468.48 ms
[2021-10-07 05:12:11 main:581] : INFO : Epoch 1787 | loss: 0.0311592 | val_loss: 0.031166 | Time: 1470.78 ms
[2021-10-07 05:12:13 main:581] : INFO : Epoch 1788 | loss: 0.0311623 | val_loss: 0.0311653 | Time: 1451.6 ms
[2021-10-07 05:12:14 main:581] : INFO : Epoch 1789 | loss: 0.0311637 | val_loss: 0.0311698 | Time: 1459.84 ms
[2021-10-07 05:12:16 main:581] : INFO : Epoch 1790 | loss: 0.0311672 | val_loss: 0.0311692 | Time: 1464.31 ms
[2021-10-07 05:12:17 main:581] : INFO : Epoch 1791 | loss: 0.0311652 | val_loss: 0.03117 | Time: 1462.5 ms
[2021-10-07 05:12:19 main:581] : INFO : Epoch 1792 | loss: 0.031162 | val_loss: 0.0311686 | Time: 1470.22 ms
[2021-10-07 05:12:20 main:581] : INFO : Epoch 1793 | loss: 0.0311625 | val_loss: 0.031171 | Time: 1440.45 ms
[2021-10-07 05:12:21 main:581] : INFO : Epoch 1794 | loss: 0.0311661 | val_loss: 0.0311673 | Time: 1450.26 ms
[2021-10-07 05:12:23 main:581] : INFO : Epoch 1795 | loss: 0.031163 | val_loss: 0.031169 | Time: 1459.25 ms
[2021-10-07 05:12:24 main:581] : INFO : Epoch 1796 | loss: 0.0311631 | val_loss: 0.0311764 | Time: 1412.1 ms
[2021-10-07 05:12:26 main:581] : INFO : Epoch 1797 | loss: 0.0311643 | val_loss: 0.0311714 | Time: 1460.23 ms
[2021-10-07 05:12:27 main:581] : INFO : Epoch 1798 | loss: 0.0311618 | val_loss: 0.0311723 | Time: 1474.33 ms
[2021-10-07 05:12:29 main:581] : INFO : Epoch 1799 | loss: 0.0311616 | val_loss: 0.0311693 | Time: 1482.73 ms
[2021-10-07 05:12:30 main:581] : INFO : Epoch 1800 | loss: 0.031163 | val_loss: 0.0311671 | Time: 1460.53 ms
[2021-10-07 05:12:32 main:581] : INFO : Epoch 1801 | loss: 0.0311615 | val_loss: 0.031165 | Time: 1477.92 ms
[2021-10-07 05:12:33 main:581] : INFO : Epoch 1802 | loss: 0.0311622 | val_loss: 0.0311662 | Time: 1461.61 ms
[2021-10-07 05:12:35 main:581] : INFO : Epoch 1803 | loss: 0.0311619 | val_loss: 0.0311656 | Time: 1457.45 ms
[2021-10-07 05:12:36 main:581] : INFO : Epoch 1804 | loss: 0.0311616 | val_loss: 0.0311662 | Time: 1499.19 ms
[2021-10-07 05:12:38 main:581] : INFO : Epoch 1805 | loss: 0.0311605 | val_loss: 0.0311692 | Time: 1432.6 ms
[2021-10-07 05:12:39 main:581] : INFO : Epoch 1806 | loss: 0.0311593 | val_loss: 0.0311658 | Time: 1466.68 ms
[2021-10-07 05:12:40 main:581] : INFO : Epoch 1807 | loss: 0.0311603 | val_loss: 0.0311651 | Time: 1430.42 ms
[2021-10-07 05:12:42 main:581] : INFO : Epoch 1808 | loss: 0.0311602 | val_loss: 0.0311635 | Time: 1455.41 ms
[2021-10-07 05:12:43 main:581] : INFO : Epoch 1809 | loss: 0.0311587 | val_loss: 0.0311698 | Time: 1460.72 ms
[2021-10-07 05:12:45 main:581] : INFO : Epoch 1810 | loss: 0.0311584 | val_loss: 0.0311637 | Time: 1459.47 ms
[2021-10-07 05:12:46 main:581] : INFO : Epoch 1811 | loss: 0.0311568 | val_loss: 0.0311617 | Time: 1483.14 ms
[2021-10-07 05:12:48 main:581] : INFO : Epoch 1812 | loss: 0.0311576 | val_loss: 0.0311672 | Time: 1457.14 ms
[2021-10-07 05:12:49 main:581] : INFO : Epoch 1813 | loss: 0.0311582 | val_loss: 0.0311685 | Time: 1472.12 ms
[2021-10-07 05:12:51 main:581] : INFO : Epoch 1814 | loss: 0.0311575 | val_loss: 0.0311657 | Time: 1462.83 ms
[2021-10-07 05:12:52 main:581] : INFO : Epoch 1815 | loss: 0.031156 | val_loss: 0.0311644 | Time: 1462.05 ms
[2021-10-07 05:12:54 main:581] : INFO : Epoch 1816 | loss: 0.0311549 | val_loss: 0.0311643 | Time: 1454.2 ms
[2021-10-07 05:12:55 main:581] : INFO : Epoch 1817 | loss: 0.0311551 | val_loss: 0.0311637 | Time: 1493.89 ms
[2021-10-07 05:12:57 main:581] : INFO : Epoch 1818 | loss: 0.0311556 | val_loss: 0.0311659 | Time: 1450.08 ms
[2021-10-07 05:12:58 main:581] : INFO : Epoch 1819 | loss: 0.0311569 | val_loss: 0.0311638 | Time: 1454.16 ms
[2021-10-07 05:12:59 main:581] : INFO : Epoch 1820 | loss: 0.0311588 | val_loss: 0.0311676 | Time: 1443 ms
[2021-10-07 05:13:01 main:581] : INFO : Epoch 1821 | loss: 0.0311603 | val_loss: 0.0311654 | Time: 1439.38 ms
[2021-10-07 05:13:02 main:581] : INFO : Epoch 1822 | loss: 0.0311605 | val_loss: 0.0311668 | Time: 1491.72 ms
[2021-10-07 05:13:04 main:581] : INFO : Epoch 1823 | loss: 0.0311611 | val_loss: 0.0311696 | Time: 1464.5 ms
[2021-10-07 05:13:05 main:581] : INFO : Epoch 1824 | loss: 0.0311613 | val_loss: 0.0311677 | Time: 1459.17 ms
[2021-10-07 05:13:07 main:581] : INFO : Epoch 1825 | loss: 0.0311613 | val_loss: 0.031165 | Time: 1560.11 ms
[2021-10-07 05:13:08 main:581] : INFO : Epoch 1826 | loss: 0.0311616 | val_loss: 0.0311682 | Time: 1595.24 ms
[2021-10-07 05:13:10 main:581] : INFO : Epoch 1827 | loss: 0.0311651 | val_loss: 0.0311691 | Time: 1549.07 ms
[2021-10-07 05:13:11 main:581] : INFO : Epoch 1828 | loss: 0.0311636 | val_loss: 0.0311701 | Time: 1448.58 ms
[2021-10-07 05:13:13 main:581] : INFO : Epoch 1829 | loss: 0.0311639 | val_loss: 0.0311702 | Time: 1458.9 ms
[2021-10-07 05:13:14 main:581] : INFO : Epoch 1830 | loss: 0.0311626 | val_loss: 0.031168 | Time: 1440.46 ms
[2021-10-07 05:13:16 main:581] : INFO : Epoch 1831 | loss: 0.0311605 | val_loss: 0.0311668 | Time: 1460.33 ms
[2021-10-07 05:13:17 main:581] : INFO : Epoch 1832 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 1451.71 ms
[2021-10-07 05:13:19 main:581] : INFO : Epoch 1833 | loss: 0.0311642 | val_loss: 0.0311724 | Time: 1440.68 ms
[2021-10-07 05:13:20 main:581] : INFO : Epoch 1834 | loss: 0.0311658 | val_loss: 0.0311726 | Time: 1423.61 ms
[2021-10-07 05:13:22 main:581] : INFO : Epoch 1835 | loss: 0.0311635 | val_loss: 0.0311724 | Time: 1431.15 ms
[2021-10-07 05:13:23 main:581] : INFO : Epoch 1836 | loss: 0.0311647 | val_loss: 0.0311725 | Time: 1470.81 ms
[2021-10-07 05:13:24 main:581] : INFO : Epoch 1837 | loss: 0.0311646 | val_loss: 0.0311732 | Time: 1443.93 ms
[2021-10-07 05:13:26 main:581] : INFO : Epoch 1838 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 1453.28 ms
[2021-10-07 05:13:27 main:581] : INFO : Epoch 1839 | loss: 0.0311645 | val_loss: 0.0311787 | Time: 1470.18 ms
[2021-10-07 05:13:29 main:581] : INFO : Epoch 1840 | loss: 0.0311692 | val_loss: 0.0311804 | Time: 1457.11 ms
[2021-10-07 05:13:30 main:581] : INFO : Epoch 1841 | loss: 0.0311685 | val_loss: 0.031174 | Time: 1483.09 ms
[2021-10-07 05:13:32 main:581] : INFO : Epoch 1842 | loss: 0.0311659 | val_loss: 0.0311726 | Time: 1470.23 ms
[2021-10-07 05:13:33 main:581] : INFO : Epoch 1843 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 1473.67 ms
[2021-10-07 05:13:35 main:581] : INFO : Epoch 1844 | loss: 0.0311686 | val_loss: 0.031175 | Time: 1433.22 ms
[2021-10-07 05:13:36 main:581] : INFO : Epoch 1845 | loss: 0.0311707 | val_loss: 0.031174 | Time: 1451.32 ms
[2021-10-07 05:13:38 main:581] : INFO : Epoch 1846 | loss: 0.0311715 | val_loss: 0.0311739 | Time: 1438.93 ms
[2021-10-07 05:13:39 main:581] : INFO : Epoch 1847 | loss: 0.0311673 | val_loss: 0.0311722 | Time: 1439.34 ms
[2021-10-07 05:13:40 main:581] : INFO : Epoch 1848 | loss: 0.0311679 | val_loss: 0.0311722 | Time: 1450.24 ms
[2021-10-07 05:13:42 main:581] : INFO : Epoch 1849 | loss: 0.0311731 | val_loss: 0.031198 | Time: 1452.29 ms
[2021-10-07 05:13:43 main:581] : INFO : Epoch 1850 | loss: 0.0311889 | val_loss: 0.0311778 | Time: 1455.73 ms
[2021-10-07 05:13:45 main:581] : INFO : Epoch 1851 | loss: 0.0317325 | val_loss: 0.0315416 | Time: 1459.13 ms
[2021-10-07 05:13:46 main:581] : INFO : Epoch 1852 | loss: 0.0342732 | val_loss: 0.0317072 | Time: 1484.34 ms
[2021-10-07 05:13:48 main:581] : INFO : Epoch 1853 | loss: 0.0316914 | val_loss: 0.0313582 | Time: 1447.8 ms
[2021-10-07 05:13:49 main:581] : INFO : Epoch 1854 | loss: 0.0312761 | val_loss: 0.0312166 | Time: 1463.64 ms
[2021-10-07 05:13:51 main:581] : INFO : Epoch 1855 | loss: 0.0312002 | val_loss: 0.0311898 | Time: 1478.2 ms
[2021-10-07 05:13:52 main:581] : INFO : Epoch 1856 | loss: 0.031185 | val_loss: 0.0311841 | Time: 1449.41 ms
[2021-10-07 05:13:54 main:581] : INFO : Epoch 1857 | loss: 0.0311807 | val_loss: 0.0311829 | Time: 1470.72 ms
[2021-10-07 05:13:55 main:581] : INFO : Epoch 1858 | loss: 0.0311794 | val_loss: 0.0311823 | Time: 1470.59 ms
[2021-10-07 05:13:57 main:581] : INFO : Epoch 1859 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 1463.62 ms
[2021-10-07 05:13:58 main:581] : INFO : Epoch 1860 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 1463.95 ms
[2021-10-07 05:14:00 main:581] : INFO : Epoch 1861 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 1483.74 ms
[2021-10-07 05:14:01 main:581] : INFO : Epoch 1862 | loss: 0.0311726 | val_loss: 0.0311849 | Time: 1474.33 ms
[2021-10-07 05:14:02 main:581] : INFO : Epoch 1863 | loss: 0.0311713 | val_loss: 0.0311834 | Time: 1464.75 ms
[2021-10-07 05:14:04 main:581] : INFO : Epoch 1864 | loss: 0.0311718 | val_loss: 0.0311835 | Time: 1459.89 ms
[2021-10-07 05:14:05 main:581] : INFO : Epoch 1865 | loss: 0.0311705 | val_loss: 0.0311801 | Time: 1446.26 ms
[2021-10-07 05:14:07 main:581] : INFO : Epoch 1866 | loss: 0.0311697 | val_loss: 0.031182 | Time: 1469.83 ms
[2021-10-07 05:14:08 main:581] : INFO : Epoch 1867 | loss: 0.0311693 | val_loss: 0.0311764 | Time: 1447.17 ms
[2021-10-07 05:14:10 main:581] : INFO : Epoch 1868 | loss: 0.0311686 | val_loss: 0.0311781 | Time: 1474.75 ms
[2021-10-07 05:14:11 main:581] : INFO : Epoch 1869 | loss: 0.0311695 | val_loss: 0.0311773 | Time: 1464.89 ms
[2021-10-07 05:14:13 main:581] : INFO : Epoch 1870 | loss: 0.0311757 | val_loss: 0.0311792 | Time: 1456.27 ms
[2021-10-07 05:14:14 main:581] : INFO : Epoch 1871 | loss: 0.0311695 | val_loss: 0.0311778 | Time: 1450.56 ms
[2021-10-07 05:14:16 main:581] : INFO : Epoch 1872 | loss: 0.0311682 | val_loss: 0.0311809 | Time: 1464.15 ms
[2021-10-07 05:14:17 main:581] : INFO : Epoch 1873 | loss: 0.0311689 | val_loss: 0.0311806 | Time: 1447.98 ms
[2021-10-07 05:14:19 main:581] : INFO : Epoch 1874 | loss: 0.0311672 | val_loss: 0.0311779 | Time: 1465.23 ms
[2021-10-07 05:14:20 main:581] : INFO : Epoch 1875 | loss: 0.0311667 | val_loss: 0.0311769 | Time: 1477.64 ms
[2021-10-07 05:14:21 main:581] : INFO : Epoch 1876 | loss: 0.0311658 | val_loss: 0.0311793 | Time: 1451.86 ms
[2021-10-07 05:14:23 main:581] : INFO : Epoch 1877 | loss: 0.0311684 | val_loss: 0.0311762 | Time: 1467.2 ms
[2021-10-07 05:14:24 main:581] : INFO : Epoch 1878 | loss: 0.0311654 | val_loss: 0.0311769 | Time: 1469.98 ms
[2021-10-07 05:14:26 main:581] : INFO : Epoch 1879 | loss: 0.0311709 | val_loss: 0.0311808 | Time: 1441.6 ms
[2021-10-07 05:14:27 main:581] : INFO : Epoch 1880 | loss: 0.0311693 | val_loss: 0.0311762 | Time: 1496.46 ms
[2021-10-07 05:14:29 main:581] : INFO : Epoch 1881 | loss: 0.0311684 | val_loss: 0.0311766 | Time: 1465.29 ms
[2021-10-07 05:14:30 main:581] : INFO : Epoch 1882 | loss: 0.0311713 | val_loss: 0.0311839 | Time: 1538.11 ms
[2021-10-07 05:14:32 main:581] : INFO : Epoch 1883 | loss: 0.0311694 | val_loss: 0.0311753 | Time: 1436.15 ms
[2021-10-07 05:14:33 main:581] : INFO : Epoch 1884 | loss: 0.0311675 | val_loss: 0.0311749 | Time: 1458.28 ms
[2021-10-07 05:14:35 main:581] : INFO : Epoch 1885 | loss: 0.0311668 | val_loss: 0.0311742 | Time: 1442.03 ms
[2021-10-07 05:14:36 main:581] : INFO : Epoch 1886 | loss: 0.0311665 | val_loss: 0.0311758 | Time: 1455.37 ms
[2021-10-07 05:14:38 main:581] : INFO : Epoch 1887 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 1454 ms
[2021-10-07 05:14:39 main:581] : INFO : Epoch 1888 | loss: 0.0311685 | val_loss: 0.0311768 | Time: 1466.35 ms
[2021-10-07 05:14:40 main:581] : INFO : Epoch 1889 | loss: 0.0311689 | val_loss: 0.0311795 | Time: 1443.62 ms
[2021-10-07 05:14:42 main:581] : INFO : Epoch 1890 | loss: 0.0311672 | val_loss: 0.0311731 | Time: 1467.7 ms
[2021-10-07 05:14:43 main:581] : INFO : Epoch 1891 | loss: 0.0311667 | val_loss: 0.0311756 | Time: 1470.22 ms
[2021-10-07 05:14:45 main:581] : INFO : Epoch 1892 | loss: 0.0311684 | val_loss: 0.0311733 | Time: 1461.79 ms
[2021-10-07 05:14:46 main:581] : INFO : Epoch 1893 | loss: 0.0311704 | val_loss: 0.0311744 | Time: 1486.8 ms
[2021-10-07 05:14:48 main:581] : INFO : Epoch 1894 | loss: 0.0311693 | val_loss: 0.0311724 | Time: 1454.66 ms
[2021-10-07 05:14:49 main:581] : INFO : Epoch 1895 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 1483.65 ms
[2021-10-07 05:14:51 main:581] : INFO : Epoch 1896 | loss: 0.0311699 | val_loss: 0.0311739 | Time: 1455.05 ms
[2021-10-07 05:14:52 main:581] : INFO : Epoch 1897 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 1458.33 ms
[2021-10-07 05:14:54 main:581] : INFO : Epoch 1898 | loss: 0.0311695 | val_loss: 0.0311729 | Time: 1480.1 ms
[2021-10-07 05:14:55 main:581] : INFO : Epoch 1899 | loss: 0.03117 | val_loss: 0.0311739 | Time: 1466.58 ms
[2021-10-07 05:14:57 main:581] : INFO : Epoch 1900 | loss: 0.0311687 | val_loss: 0.0311729 | Time: 1462.17 ms
[2021-10-07 05:14:58 main:581] : INFO : Epoch 1901 | loss: 0.0311671 | val_loss: 0.0311734 | Time: 1462.83 ms
[2021-10-07 05:15:00 main:581] : INFO : Epoch 1902 | loss: 0.0311667 | val_loss: 0.0311737 | Time: 1531.78 ms
[2021-10-07 05:15:01 main:581] : INFO : Epoch 1903 | loss: 0.0311666 | val_loss: 0.0311761 | Time: 1437.11 ms
[2021-10-07 05:15:03 main:581] : INFO : Epoch 1904 | loss: 0.0311674 | val_loss: 0.031177 | Time: 1445.45 ms
[2021-10-07 05:15:04 main:581] : INFO : Epoch 1905 | loss: 0.0311682 | val_loss: 0.0311754 | Time: 1430.7 ms
[2021-10-07 05:15:05 main:581] : INFO : Epoch 1906 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 1443.79 ms
[2021-10-07 05:15:07 main:581] : INFO : Epoch 1907 | loss: 0.0311674 | val_loss: 0.0311743 | Time: 1459.73 ms
[2021-10-07 05:15:08 main:581] : INFO : Epoch 1908 | loss: 0.0311679 | val_loss: 0.0311743 | Time: 1450.2 ms
[2021-10-07 05:15:10 main:581] : INFO : Epoch 1909 | loss: 0.031168 | val_loss: 0.0311724 | Time: 1473.03 ms
[2021-10-07 05:15:11 main:581] : INFO : Epoch 1910 | loss: 0.0311701 | val_loss: 0.0311739 | Time: 1473.74 ms
[2021-10-07 05:15:13 main:581] : INFO : Epoch 1911 | loss: 0.0311703 | val_loss: 0.0311713 | Time: 1449.92 ms
[2021-10-07 05:15:14 main:581] : INFO : Epoch 1912 | loss: 0.0311703 | val_loss: 0.0311767 | Time: 1435.83 ms
[2021-10-07 05:15:16 main:581] : INFO : Epoch 1913 | loss: 0.0311719 | val_loss: 0.0311738 | Time: 1462.22 ms
[2021-10-07 05:15:17 main:581] : INFO : Epoch 1914 | loss: 0.0311707 | val_loss: 0.0311788 | Time: 1448.64 ms
[2021-10-07 05:15:18 main:581] : INFO : Epoch 1915 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 1422.24 ms
[2021-10-07 05:15:20 main:581] : INFO : Epoch 1916 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 1442.68 ms
[2021-10-07 05:15:21 main:581] : INFO : Epoch 1917 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 1451.29 ms
[2021-10-07 05:15:23 main:581] : INFO : Epoch 1918 | loss: 0.0311689 | val_loss: 0.0311767 | Time: 1441.25 ms
[2021-10-07 05:15:24 main:581] : INFO : Epoch 1919 | loss: 0.0311678 | val_loss: 0.0311752 | Time: 1448.9 ms
[2021-10-07 05:15:26 main:581] : INFO : Epoch 1920 | loss: 0.0311711 | val_loss: 0.0311756 | Time: 1459.05 ms
[2021-10-07 05:15:27 main:581] : INFO : Epoch 1921 | loss: 0.0311705 | val_loss: 0.031179 | Time: 1448.48 ms
[2021-10-07 05:15:29 main:581] : INFO : Epoch 1922 | loss: 0.0311756 | val_loss: 0.0311832 | Time: 1487.46 ms
[2021-10-07 05:15:30 main:581] : INFO : Epoch 1923 | loss: 0.031176 | val_loss: 0.0311775 | Time: 1465.22 ms
[2021-10-07 05:15:32 main:581] : INFO : Epoch 1924 | loss: 0.031173 | val_loss: 0.0311749 | Time: 1471.96 ms
[2021-10-07 05:15:33 main:581] : INFO : Epoch 1925 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 1463.99 ms
[2021-10-07 05:15:35 main:581] : INFO : Epoch 1926 | loss: 0.03118 | val_loss: 0.0311769 | Time: 1454.38 ms
[2021-10-07 05:15:36 main:581] : INFO : Epoch 1927 | loss: 0.0311779 | val_loss: 0.0311744 | Time: 1559.2 ms
[2021-10-07 05:15:38 main:581] : INFO : Epoch 1928 | loss: 0.0311754 | val_loss: 0.0311746 | Time: 1519.2 ms
[2021-10-07 05:15:39 main:581] : INFO : Epoch 1929 | loss: 0.0311745 | val_loss: 0.031174 | Time: 1446.43 ms
[2021-10-07 05:15:40 main:581] : INFO : Epoch 1930 | loss: 0.0311732 | val_loss: 0.0311741 | Time: 1437.39 ms
[2021-10-07 05:15:42 main:581] : INFO : Epoch 1931 | loss: 0.0311718 | val_loss: 0.0311743 | Time: 1486.53 ms
[2021-10-07 05:15:43 main:581] : INFO : Epoch 1932 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 1496.8 ms
[2021-10-07 05:15:45 main:581] : INFO : Epoch 1933 | loss: 0.0311806 | val_loss: 0.0311851 | Time: 1438.47 ms
[2021-10-07 05:15:46 main:581] : INFO : Epoch 1934 | loss: 0.0311847 | val_loss: 0.0311861 | Time: 1453.17 ms
[2021-10-07 05:15:48 main:581] : INFO : Epoch 1935 | loss: 0.0311843 | val_loss: 0.0311847 | Time: 1455.12 ms
[2021-10-07 05:15:49 main:581] : INFO : Epoch 1936 | loss: 0.0311829 | val_loss: 0.0311783 | Time: 1469 ms
[2021-10-07 05:15:51 main:581] : INFO : Epoch 1937 | loss: 0.0311802 | val_loss: 0.0311807 | Time: 1463.18 ms
[2021-10-07 05:15:52 main:581] : INFO : Epoch 1938 | loss: 0.0311811 | val_loss: 0.0311802 | Time: 1473.16 ms
[2021-10-07 05:15:54 main:581] : INFO : Epoch 1939 | loss: 0.031177 | val_loss: 0.0311789 | Time: 1463.65 ms
[2021-10-07 05:15:55 main:581] : INFO : Epoch 1940 | loss: 0.0311774 | val_loss: 0.0311775 | Time: 1451.34 ms
[2021-10-07 05:15:57 main:581] : INFO : Epoch 1941 | loss: 0.0311762 | val_loss: 0.0311795 | Time: 1492.34 ms
[2021-10-07 05:15:58 main:581] : INFO : Epoch 1942 | loss: 0.031178 | val_loss: 0.0311818 | Time: 1475.86 ms
[2021-10-07 05:16:00 main:581] : INFO : Epoch 1943 | loss: 0.0311882 | val_loss: 0.0311919 | Time: 1463.89 ms
[2021-10-07 05:16:01 main:581] : INFO : Epoch 1944 | loss: 0.0312058 | val_loss: 0.0312039 | Time: 1442.16 ms
[2021-10-07 05:16:02 main:581] : INFO : Epoch 1945 | loss: 0.0312076 | val_loss: 0.0312042 | Time: 1438.06 ms
[2021-10-07 05:16:04 main:581] : INFO : Epoch 1946 | loss: 0.0312065 | val_loss: 0.0311989 | Time: 1456.15 ms
[2021-10-07 05:16:05 main:581] : INFO : Epoch 1947 | loss: 0.031205 | val_loss: 0.0312003 | Time: 1451.02 ms
[2021-10-07 05:16:07 main:581] : INFO : Epoch 1948 | loss: 0.0312048 | val_loss: 0.0312019 | Time: 1456.16 ms
[2021-10-07 05:16:08 main:581] : INFO : Epoch 1949 | loss: 0.0312044 | val_loss: 0.0311997 | Time: 1476.89 ms
[2021-10-07 05:16:10 main:581] : INFO : Epoch 1950 | loss: 0.031203 | val_loss: 0.0311987 | Time: 1457.96 ms
[2021-10-07 05:16:11 main:581] : INFO : Epoch 1951 | loss: 0.0312023 | val_loss: 0.031196 | Time: 1463.62 ms
[2021-10-07 05:16:13 main:581] : INFO : Epoch 1952 | loss: 0.0312032 | val_loss: 0.0311963 | Time: 1442.24 ms
[2021-10-07 05:16:14 main:581] : INFO : Epoch 1953 | loss: 0.0312021 | val_loss: 0.0311955 | Time: 1453.61 ms
[2021-10-07 05:16:16 main:581] : INFO : Epoch 1954 | loss: 0.0312011 | val_loss: 0.0311968 | Time: 1453.68 ms
[2021-10-07 05:16:17 main:581] : INFO : Epoch 1955 | loss: 0.0312012 | val_loss: 0.0311959 | Time: 1471.45 ms
[2021-10-07 05:16:18 main:581] : INFO : Epoch 1956 | loss: 0.0312021 | val_loss: 0.0311967 | Time: 1459.33 ms
[2021-10-07 05:16:20 main:581] : INFO : Epoch 1957 | loss: 0.0312052 | val_loss: 0.0311979 | Time: 1440.23 ms
[2021-10-07 05:16:21 main:581] : INFO : Epoch 1958 | loss: 0.0312006 | val_loss: 0.0311955 | Time: 1447.66 ms
[2021-10-07 05:16:23 main:581] : INFO : Epoch 1959 | loss: 0.0311995 | val_loss: 0.0311991 | Time: 1434.7 ms
[2021-10-07 05:16:24 main:581] : INFO : Epoch 1960 | loss: 0.031201 | val_loss: 0.0312023 | Time: 1441.95 ms
[2021-10-07 05:16:26 main:581] : INFO : Epoch 1961 | loss: 0.0312009 | val_loss: 0.0311979 | Time: 1457.73 ms
[2021-10-07 05:16:27 main:581] : INFO : Epoch 1962 | loss: 0.0311992 | val_loss: 0.0311955 | Time: 1423.65 ms
[2021-10-07 05:16:29 main:581] : INFO : Epoch 1963 | loss: 0.0311979 | val_loss: 0.0311946 | Time: 1449.84 ms
[2021-10-07 05:16:30 main:581] : INFO : Epoch 1964 | loss: 0.0311982 | val_loss: 0.031195 | Time: 1442.32 ms
[2021-10-07 05:16:31 main:581] : INFO : Epoch 1965 | loss: 0.0311986 | val_loss: 0.0311986 | Time: 1487.43 ms
[2021-10-07 05:16:33 main:581] : INFO : Epoch 1966 | loss: 0.0311986 | val_loss: 0.0311972 | Time: 1458.45 ms
[2021-10-07 05:16:34 main:581] : INFO : Epoch 1967 | loss: 0.0311989 | val_loss: 0.031195 | Time: 1460.34 ms
[2021-10-07 05:16:36 main:581] : INFO : Epoch 1968 | loss: 0.0311979 | val_loss: 0.0311976 | Time: 1476.15 ms
[2021-10-07 05:16:37 main:581] : INFO : Epoch 1969 | loss: 0.0311979 | val_loss: 0.031197 | Time: 1569.83 ms
[2021-10-07 05:16:39 main:581] : INFO : Epoch 1970 | loss: 0.0311973 | val_loss: 0.0311957 | Time: 1449.09 ms
[2021-10-07 05:16:40 main:581] : INFO : Epoch 1971 | loss: 0.0311963 | val_loss: 0.0311956 | Time: 1448.29 ms
[2021-10-07 05:16:42 main:581] : INFO : Epoch 1972 | loss: 0.031198 | val_loss: 0.0311956 | Time: 1432.17 ms
[2021-10-07 05:16:43 main:581] : INFO : Epoch 1973 | loss: 0.0311966 | val_loss: 0.0311933 | Time: 1451.95 ms
[2021-10-07 05:16:45 main:581] : INFO : Epoch 1974 | loss: 0.0311959 | val_loss: 0.0311947 | Time: 1437.85 ms
[2021-10-07 05:16:46 main:581] : INFO : Epoch 1975 | loss: 0.0311967 | val_loss: 0.0311989 | Time: 1473.86 ms
[2021-10-07 05:16:48 main:581] : INFO : Epoch 1976 | loss: 0.0311966 | val_loss: 0.0311962 | Time: 1445.74 ms
[2021-10-07 05:16:49 main:581] : INFO : Epoch 1977 | loss: 0.0311973 | val_loss: 0.0311985 | Time: 1464.93 ms
[2021-10-07 05:16:51 main:581] : INFO : Epoch 1978 | loss: 0.0311987 | val_loss: 0.0311959 | Time: 1458.68 ms
[2021-10-07 05:16:52 main:581] : INFO : Epoch 1979 | loss: 0.031196 | val_loss: 0.0311961 | Time: 1459.93 ms
[2021-10-07 05:16:53 main:581] : INFO : Epoch 1980 | loss: 0.0311968 | val_loss: 0.0311971 | Time: 1461.14 ms
[2021-10-07 05:16:55 main:581] : INFO : Epoch 1981 | loss: 0.0311965 | val_loss: 0.0311969 | Time: 1451.16 ms
[2021-10-07 05:16:56 main:581] : INFO : Epoch 1982 | loss: 0.0311952 | val_loss: 0.0311956 | Time: 1464.92 ms
[2021-10-07 05:16:58 main:581] : INFO : Epoch 1983 | loss: 0.031197 | val_loss: 0.0311977 | Time: 1460.36 ms
[2021-10-07 05:16:59 main:581] : INFO : Epoch 1984 | loss: 0.031198 | val_loss: 0.0311974 | Time: 1441.35 ms
[2021-10-07 05:17:01 main:581] : INFO : Epoch 1985 | loss: 0.0311966 | val_loss: 0.0311977 | Time: 1491.4 ms
[2021-10-07 05:17:02 main:581] : INFO : Epoch 1986 | loss: 0.0311973 | val_loss: 0.0311955 | Time: 1511.78 ms
[2021-10-07 05:17:04 main:581] : INFO : Epoch 1987 | loss: 0.0312004 | val_loss: 0.031196 | Time: 1443.48 ms
[2021-10-07 05:17:05 main:581] : INFO : Epoch 1988 | loss: 0.0312021 | val_loss: 0.0311998 | Time: 1450.88 ms
[2021-10-07 05:17:07 main:581] : INFO : Epoch 1989 | loss: 0.0312052 | val_loss: 0.0311989 | Time: 1451.38 ms
[2021-10-07 05:17:08 main:581] : INFO : Epoch 1990 | loss: 0.0312058 | val_loss: 0.0311967 | Time: 1450.44 ms
[2021-10-07 05:17:10 main:581] : INFO : Epoch 1991 | loss: 0.0312053 | val_loss: 0.0312085 | Time: 1468.02 ms
[2021-10-07 05:17:11 main:581] : INFO : Epoch 1992 | loss: 0.0312073 | val_loss: 0.0312091 | Time: 1449.95 ms
[2021-10-07 05:17:12 main:581] : INFO : Epoch 1993 | loss: 0.0312082 | val_loss: 0.0312044 | Time: 1443.82 ms
[2021-10-07 05:17:14 main:581] : INFO : Epoch 1994 | loss: 0.0312061 | val_loss: 0.0312064 | Time: 1450.91 ms
[2021-10-07 05:17:15 main:581] : INFO : Epoch 1995 | loss: 0.0312052 | val_loss: 0.0312027 | Time: 1470.16 ms
[2021-10-07 05:17:17 main:581] : INFO : Epoch 1996 | loss: 0.0312035 | val_loss: 0.0312028 | Time: 1467.07 ms
[2021-10-07 05:17:18 main:581] : INFO : Epoch 1997 | loss: 0.0312038 | val_loss: 0.0312089 | Time: 1466.18 ms
[2021-10-07 05:17:20 main:581] : INFO : Epoch 1998 | loss: 0.0312052 | val_loss: 0.0312015 | Time: 1457.98 ms
[2021-10-07 05:17:21 main:581] : INFO : Epoch 1999 | loss: 0.0312047 | val_loss: 0.0312008 | Time: 1448.53 ms
[2021-10-07 05:17:23 main:581] : INFO : Epoch 2000 | loss: 0.031202 | val_loss: 0.0312016 | Time: 1473.38 ms
[2021-10-07 05:17:24 main:581] : INFO : Epoch 2001 | loss: 0.0312006 | val_loss: 0.0312004 | Time: 1482.37 ms
[2021-10-07 05:17:26 main:581] : INFO : Epoch 2002 | loss: 0.0312016 | val_loss: 0.0311994 | Time: 1457.96 ms
[2021-10-07 05:17:27 main:581] : INFO : Epoch 2003 | loss: 0.0312007 | val_loss: 0.031201 | Time: 1440.47 ms
[2021-10-07 05:17:28 main:581] : INFO : Epoch 2004 | loss: 0.0311996 | val_loss: 0.0312 | Time: 1443.15 ms
[2021-10-07 05:17:30 main:581] : INFO : Epoch 2005 | loss: 0.031199 | val_loss: 0.0312005 | Time: 1446.91 ms
[2021-10-07 05:17:31 main:581] : INFO : Epoch 2006 | loss: 0.0311991 | val_loss: 0.031199 | Time: 1450.61 ms
[2021-10-07 05:17:33 main:581] : INFO : Epoch 2007 | loss: 0.0311984 | val_loss: 0.0311978 | Time: 1450.36 ms
[2021-10-07 05:17:34 main:581] : INFO : Epoch 2008 | loss: 0.0312008 | val_loss: 0.0312011 | Time: 1461.38 ms
[2021-10-07 05:17:36 main:581] : INFO : Epoch 2009 | loss: 0.0312015 | val_loss: 0.0312005 | Time: 1462.66 ms
[2021-10-07 05:17:37 main:581] : INFO : Epoch 2010 | loss: 0.0312003 | val_loss: 0.0311998 | Time: 1464.39 ms
[2021-10-07 05:17:39 main:581] : INFO : Epoch 2011 | loss: 0.0312024 | val_loss: 0.0312032 | Time: 1439.69 ms
[2021-10-07 05:17:40 main:581] : INFO : Epoch 2012 | loss: 0.0312033 | val_loss: 0.0312024 | Time: 1468.73 ms
[2021-10-07 05:17:42 main:581] : INFO : Epoch 2013 | loss: 0.0312038 | val_loss: 0.0312007 | Time: 1440.19 ms
[2021-10-07 05:17:43 main:581] : INFO : Epoch 2014 | loss: 0.0312013 | val_loss: 0.0311979 | Time: 1451.66 ms
[2021-10-07 05:17:44 main:581] : INFO : Epoch 2015 | loss: 0.0311994 | val_loss: 0.031198 | Time: 1450.69 ms
[2021-10-07 05:17:46 main:581] : INFO : Epoch 2016 | loss: 0.0311982 | val_loss: 0.0311997 | Time: 1457.79 ms
[2021-10-07 05:17:47 main:581] : INFO : Epoch 2017 | loss: 0.0311982 | val_loss: 0.0311977 | Time: 1455.29 ms
[2021-10-07 05:17:49 main:581] : INFO : Epoch 2018 | loss: 0.0311973 | val_loss: 0.0311982 | Time: 1494.46 ms
[2021-10-07 05:17:50 main:581] : INFO : Epoch 2019 | loss: 0.0311963 | val_loss: 0.0311975 | Time: 1483.73 ms
[2021-10-07 05:17:52 main:581] : INFO : Epoch 2020 | loss: 0.0311954 | val_loss: 0.0311963 | Time: 1498.36 ms
[2021-10-07 05:17:53 main:581] : INFO : Epoch 2021 | loss: 0.0311951 | val_loss: 0.0311963 | Time: 1462.57 ms
[2021-10-07 05:17:55 main:581] : INFO : Epoch 2022 | loss: 0.0311967 | val_loss: 0.0311984 | Time: 1467.53 ms
[2021-10-07 05:17:56 main:581] : INFO : Epoch 2023 | loss: 0.0311951 | val_loss: 0.0311971 | Time: 1461.94 ms
[2021-10-07 05:17:58 main:581] : INFO : Epoch 2024 | loss: 0.0311946 | val_loss: 0.0311965 | Time: 1453.16 ms
[2021-10-07 05:17:59 main:581] : INFO : Epoch 2025 | loss: 0.0311967 | val_loss: 0.0311986 | Time: 1448.74 ms
[2021-10-07 05:18:01 main:581] : INFO : Epoch 2026 | loss: 0.0311942 | val_loss: 0.0311965 | Time: 1458.65 ms
[2021-10-07 05:18:02 main:581] : INFO : Epoch 2027 | loss: 0.031195 | val_loss: 0.0311954 | Time: 1486.6 ms
[2021-10-07 05:18:04 main:581] : INFO : Epoch 2028 | loss: 0.0311934 | val_loss: 0.0311971 | Time: 1441.54 ms
[2021-10-07 05:18:05 main:581] : INFO : Epoch 2029 | loss: 0.0311945 | val_loss: 0.0311962 | Time: 1460.07 ms
[2021-10-07 05:18:06 main:581] : INFO : Epoch 2030 | loss: 0.0311932 | val_loss: 0.0311952 | Time: 1468.89 ms
[2021-10-07 05:18:08 main:581] : INFO : Epoch 2031 | loss: 0.0311964 | val_loss: 0.0312013 | Time: 1457.24 ms
[2021-10-07 05:18:09 main:581] : INFO : Epoch 2032 | loss: 0.0311944 | val_loss: 0.031197 | Time: 1445.96 ms
[2021-10-07 05:18:11 main:581] : INFO : Epoch 2033 | loss: 0.0311951 | val_loss: 0.0311959 | Time: 1462.77 ms
[2021-10-07 05:18:12 main:581] : INFO : Epoch 2034 | loss: 0.0311945 | val_loss: 0.0311969 | Time: 1447.02 ms
[2021-10-07 05:18:14 main:581] : INFO : Epoch 2035 | loss: 0.0311928 | val_loss: 0.0311961 | Time: 1472.32 ms
[2021-10-07 05:18:15 main:581] : INFO : Epoch 2036 | loss: 0.0311924 | val_loss: 0.0311962 | Time: 1456.88 ms
[2021-10-07 05:18:17 main:581] : INFO : Epoch 2037 | loss: 0.0311936 | val_loss: 0.0311971 | Time: 1471.04 ms
[2021-10-07 05:18:18 main:581] : INFO : Epoch 2038 | loss: 0.031194 | val_loss: 0.0312008 | Time: 1449.23 ms
[2021-10-07 05:18:20 main:581] : INFO : Epoch 2039 | loss: 0.0311965 | val_loss: 0.0311968 | Time: 1432.53 ms
[2021-10-07 05:18:21 main:581] : INFO : Epoch 2040 | loss: 0.0311949 | val_loss: 0.0311949 | Time: 1443.79 ms
[2021-10-07 05:18:22 main:581] : INFO : Epoch 2041 | loss: 0.0311953 | val_loss: 0.0311948 | Time: 1465.2 ms
[2021-10-07 05:18:24 main:581] : INFO : Epoch 2042 | loss: 0.0311937 | val_loss: 0.0311944 | Time: 1450.34 ms
[2021-10-07 05:18:25 main:581] : INFO : Epoch 2043 | loss: 0.0311933 | val_loss: 0.0311951 | Time: 1453.89 ms
[2021-10-07 05:18:27 main:581] : INFO : Epoch 2044 | loss: 0.0311931 | val_loss: 0.0311965 | Time: 1432.71 ms
[2021-10-07 05:18:28 main:581] : INFO : Epoch 2045 | loss: 0.0311925 | val_loss: 0.0311967 | Time: 1502.4 ms
[2021-10-07 05:18:30 main:581] : INFO : Epoch 2046 | loss: 0.0311925 | val_loss: 0.0311953 | Time: 1448.72 ms
[2021-10-07 05:18:31 main:581] : INFO : Epoch 2047 | loss: 0.0311919 | val_loss: 0.0311952 | Time: 1456.09 ms
[2021-10-07 05:18:33 main:581] : INFO : Epoch 2048 | loss: 0.0311913 | val_loss: 0.0311962 | Time: 1467.35 ms
[2021-10-07 05:18:33 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311962
[2021-10-07 05:18:33 main:610] : INFO : Saving end state to config to file
[2021-10-07 05:18:33 main:615] : INFO : Success, exiting..
05:18:33 (951908): 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)