Task 10847049
| Name | ParityModified-1639958040-8246-2-0_0 |
| Workunit | 8154469 |
| Created | 17 Jan 2022, 12:40:52 UTC |
| Sent | 3 Feb 2022, 20:34:07 UTC |
| Report deadline | 11 Feb 2022, 20:34:07 UTC |
| Received | 3 Feb 2022, 21:37:15 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7672 |
| Run time | 51 min 32 sec |
| CPU time | 50 min 52 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,857.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0311481 | val_loss: 0.0311616 | Time: 1498.64 ms [2022-02-03 22:15:13 main:574] : INFO : Epoch 1543 | loss: 0.0311469 | val_loss: 0.0311648 | Time: 1490.95 ms [2022-02-03 22:15:15 main:574] : INFO : Epoch 1544 | loss: 0.0311486 | val_loss: 0.0311659 | Time: 1517.1 ms [2022-02-03 22:15:16 main:574] : INFO : Epoch 1545 | loss: 0.0311512 | val_loss: 0.0311594 | Time: 1513.08 ms [2022-02-03 22:15:18 main:574] : INFO : Epoch 1546 | loss: 0.0311511 | val_loss: 0.031161 | Time: 1489.26 ms [2022-02-03 22:15:19 main:574] : INFO : Epoch 1547 | loss: 0.0311495 | val_loss: 0.031159 | Time: 1475.4 ms [2022-02-03 22:15:21 main:574] : INFO : Epoch 1548 | loss: 0.0311461 | val_loss: 0.0311568 | Time: 1489.07 ms [2022-02-03 22:15:22 main:574] : INFO : Epoch 1549 | loss: 0.0311466 | val_loss: 0.0311585 | Time: 1512.33 ms [2022-02-03 22:15:24 main:574] : INFO : Epoch 1550 | loss: 0.0311475 | val_loss: 0.0311582 | Time: 1463.48 ms [2022-02-03 22:15:25 main:574] : INFO : Epoch 1551 | loss: 0.0311465 | val_loss: 0.0311566 | Time: 1488.72 ms [2022-02-03 22:15:27 main:574] : INFO : Epoch 1552 | loss: 0.0311492 | val_loss: 0.0311573 | Time: 1499.91 ms [2022-02-03 22:15:28 main:574] : INFO : Epoch 1553 | loss: 0.0311474 | val_loss: 0.031157 | Time: 1485.61 ms [2022-02-03 22:15:30 main:574] : INFO : Epoch 1554 | loss: 0.0311479 | val_loss: 0.0311601 | Time: 1490.84 ms [2022-02-03 22:15:31 main:574] : INFO : Epoch 1555 | loss: 0.0311466 | val_loss: 0.031156 | Time: 1502.56 ms [2022-02-03 22:15:33 main:574] : INFO : Epoch 1556 | loss: 0.031146 | val_loss: 0.0311593 | Time: 1508.52 ms [2022-02-03 22:15:34 main:574] : INFO : Epoch 1557 | loss: 0.0311457 | val_loss: 0.0311583 | Time: 1498.39 ms [2022-02-03 22:15:36 main:574] : INFO : Epoch 1558 | loss: 0.0311464 | val_loss: 0.0311583 | Time: 1488.42 ms [2022-02-03 22:15:37 main:574] : INFO : Epoch 1559 | loss: 0.0311479 | val_loss: 0.0311586 | Time: 1518.7 ms [2022-02-03 22:15:39 main:574] : INFO : Epoch 1560 | loss: 0.0311485 | val_loss: 0.0311562 | Time: 1494.1 ms [2022-02-03 22:15:40 main:574] : INFO : Epoch 1561 | loss: 0.031147 | val_loss: 0.0311586 | Time: 1522.98 ms [2022-02-03 22:15:42 main:574] : INFO : Epoch 1562 | loss: 0.031148 | val_loss: 0.0311591 | Time: 1478.54 ms [2022-02-03 22:15:43 main:574] : INFO : Epoch 1563 | loss: 0.0311479 | val_loss: 0.0311598 | Time: 1500.46 ms [2022-02-03 22:15:45 main:574] : INFO : Epoch 1564 | loss: 0.0311498 | val_loss: 0.0311603 | Time: 1464.44 ms [2022-02-03 22:15:46 main:574] : INFO : Epoch 1565 | loss: 0.0311506 | val_loss: 0.0311581 | Time: 1486.54 ms [2022-02-03 22:15:48 main:574] : INFO : Epoch 1566 | loss: 0.0311501 | val_loss: 0.0311562 | Time: 1475.4 ms [2022-02-03 22:15:49 main:574] : INFO : Epoch 1567 | loss: 0.0311486 | val_loss: 0.0311613 | Time: 1491.9 ms [2022-02-03 22:15:51 main:574] : INFO : Epoch 1568 | loss: 0.0311485 | val_loss: 0.0311589 | Time: 1482.57 ms [2022-02-03 22:15:52 main:574] : INFO : Epoch 1569 | loss: 0.0311502 | val_loss: 0.0311603 | Time: 1467.85 ms [2022-02-03 22:15:54 main:574] : INFO : Epoch 1570 | loss: 0.0311472 | val_loss: 0.0311567 | Time: 1516.85 ms [2022-02-03 22:15:55 main:574] : INFO : Epoch 1571 | loss: 0.0311479 | val_loss: 0.0311583 | Time: 1491.19 ms [2022-02-03 22:15:57 main:574] : INFO : Epoch 1572 | loss: 0.0311495 | val_loss: 0.0311658 | Time: 1495.59 ms [2022-02-03 22:15:58 main:574] : INFO : Epoch 1573 | loss: 0.0311475 | val_loss: 0.0311563 | Time: 1517.46 ms [2022-02-03 22:16:00 main:574] : INFO : Epoch 1574 | loss: 0.0311483 | val_loss: 0.0311642 | Time: 1517.15 ms [2022-02-03 22:16:01 main:574] : INFO : Epoch 1575 | loss: 0.0311495 | val_loss: 0.0311567 | Time: 1462.4 ms [2022-02-03 22:16:03 main:574] : INFO : Epoch 1576 | loss: 0.0311486 | val_loss: 0.0311553 | Time: 1525.26 ms [2022-02-03 22:16:04 main:574] : INFO : Epoch 1577 | loss: 0.0311475 | val_loss: 0.0311576 | Time: 1577.21 ms [2022-02-03 22:16:06 main:574] : INFO : Epoch 1578 | loss: 0.0311481 | val_loss: 0.0311561 | Time: 1530.86 ms [2022-02-03 22:16:07 main:574] : INFO : Epoch 1579 | loss: 0.0311474 | val_loss: 0.0311583 | Time: 1568.33 ms [2022-02-03 22:16:09 main:574] : INFO : Epoch 1580 | loss: 0.0311456 | val_loss: 0.0311566 | Time: 1481.38 ms [2022-02-03 22:16:10 main:574] : INFO : Epoch 1581 | loss: 0.0311448 | val_loss: 0.0311584 | Time: 1469.08 ms [2022-02-03 22:16:12 main:574] : INFO : Epoch 1582 | loss: 0.0311452 | val_loss: 0.0311591 | Time: 1471.7 ms [2022-02-03 22:16:13 main:574] : INFO : Epoch 1583 | loss: 0.0311443 | val_loss: 0.0311594 | Time: 1477.84 ms [2022-02-03 22:16:15 main:574] : INFO : Epoch 1584 | loss: 0.031145 | val_loss: 0.031157 | Time: 1491.15 ms [2022-02-03 22:16:16 main:574] : INFO : Epoch 1585 | loss: 0.0311452 | val_loss: 0.0311652 | Time: 1500.46 ms [2022-02-03 22:16:18 main:574] : INFO : Epoch 1586 | loss: 0.0311463 | val_loss: 0.0311579 | Time: 1465.66 ms [2022-02-03 22:16:19 main:574] : INFO : Epoch 1587 | loss: 0.0311441 | val_loss: 0.031159 | Time: 1518.1 ms [2022-02-03 22:16:21 main:574] : INFO : Epoch 1588 | loss: 0.0311441 | val_loss: 0.0311602 | Time: 1475.82 ms [2022-02-03 22:16:22 main:574] : INFO : Epoch 1589 | loss: 0.0311445 | val_loss: 0.0311652 | Time: 1491.79 ms [2022-02-03 22:16:24 main:574] : INFO : Epoch 1590 | loss: 0.0311517 | val_loss: 0.0311643 | Time: 1495.88 ms [2022-02-03 22:16:25 main:574] : INFO : Epoch 1591 | loss: 0.0311497 | val_loss: 0.0311591 | Time: 1472.37 ms [2022-02-03 22:16:27 main:574] : INFO : Epoch 1592 | loss: 0.0311503 | val_loss: 0.0311681 | Time: 1473.68 ms [2022-02-03 22:16:28 main:574] : INFO : Epoch 1593 | loss: 0.0311564 | val_loss: 0.0311629 | Time: 1483.31 ms [2022-02-03 22:16:30 main:574] : INFO : Epoch 1594 | loss: 0.031158 | val_loss: 0.0311672 | Time: 1521.67 ms [2022-02-03 22:16:31 main:574] : INFO : Epoch 1595 | loss: 0.0311979 | val_loss: 0.0314779 | Time: 1491.16 ms [2022-02-03 22:16:33 main:574] : INFO : Epoch 1596 | loss: 0.0331905 | val_loss: 0.0580225 | Time: 1487.69 ms [2022-02-03 22:16:34 main:574] : INFO : Epoch 1597 | loss: 0.0343916 | val_loss: 0.0316601 | Time: 1512.39 ms [2022-02-03 22:16:36 main:574] : INFO : Epoch 1598 | loss: 0.0327941 | val_loss: 0.0316605 | Time: 1508.14 ms [2022-02-03 22:16:37 main:574] : INFO : Epoch 1599 | loss: 0.0314021 | val_loss: 0.0312717 | Time: 1483.89 ms [2022-02-03 22:16:39 main:574] : INFO : Epoch 1600 | loss: 0.0312423 | val_loss: 0.0312134 | Time: 1491.38 ms [2022-02-03 22:16:40 main:574] : INFO : Epoch 1601 | loss: 0.0312052 | val_loss: 0.0311936 | Time: 1516.03 ms [2022-02-03 22:16:42 main:574] : INFO : Epoch 1602 | loss: 0.0311936 | val_loss: 0.0311884 | Time: 1522.19 ms [2022-02-03 22:16:43 main:574] : INFO : Epoch 1603 | loss: 0.0311893 | val_loss: 0.0311841 | Time: 1467.22 ms [2022-02-03 22:16:45 main:574] : INFO : Epoch 1604 | loss: 0.0311858 | val_loss: 0.0311828 | Time: 1482.32 ms [2022-02-03 22:16:46 main:574] : INFO : Epoch 1605 | loss: 0.0311849 | val_loss: 0.0311817 | Time: 1483.44 ms [2022-02-03 22:16:48 main:574] : INFO : Epoch 1606 | loss: 0.0311831 | val_loss: 0.0311806 | Time: 1509.78 ms [2022-02-03 22:16:49 main:574] : INFO : Epoch 1607 | loss: 0.0311836 | val_loss: 0.0311809 | Time: 1470.24 ms [2022-02-03 22:16:51 main:574] : INFO : Epoch 1608 | loss: 0.0311823 | val_loss: 0.0311789 | Time: 1480.52 ms [2022-02-03 22:16:52 main:574] : INFO : Epoch 1609 | loss: 0.0311809 | val_loss: 0.0311795 | Time: 1470.8 ms [2022-02-03 22:16:54 main:574] : INFO : Epoch 1610 | loss: 0.0311797 | val_loss: 0.0311793 | Time: 1490 ms [2022-02-03 22:16:55 main:574] : INFO : Epoch 1611 | loss: 0.0311809 | val_loss: 0.0311809 | Time: 1483.1 ms [2022-02-03 22:16:57 main:574] : INFO : Epoch 1612 | loss: 0.0311807 | val_loss: 0.0311789 | Time: 1484.09 ms [2022-02-03 22:16:58 main:574] : INFO : Epoch 1613 | loss: 0.0311806 | val_loss: 0.0311784 | Time: 1485.2 ms [2022-02-03 22:17:00 main:574] : INFO : Epoch 1614 | loss: 0.0311768 | val_loss: 0.0311757 | Time: 1502.52 ms [2022-02-03 22:17:01 main:574] : INFO : Epoch 1615 | loss: 0.0311759 | val_loss: 0.0311728 | Time: 1486.59 ms [2022-02-03 22:17:03 main:574] : INFO : Epoch 1616 | loss: 0.0311742 | val_loss: 0.0311728 | Time: 1503.72 ms [2022-02-03 22:17:04 main:574] : INFO : Epoch 1617 | loss: 0.0311738 | val_loss: 0.0311719 | Time: 1492.87 ms [2022-02-03 22:17:06 main:574] : INFO : Epoch 1618 | loss: 0.0311732 | val_loss: 0.0311704 | Time: 1505.79 ms [2022-02-03 22:17:07 main:574] : INFO : Epoch 1619 | loss: 0.0311717 | val_loss: 0.031172 | Time: 1503.33 ms [2022-02-03 22:17:09 main:574] : INFO : Epoch 1620 | loss: 0.0311715 | val_loss: 0.0311719 | Time: 1517.25 ms [2022-02-03 22:17:10 main:574] : INFO : Epoch 1621 | loss: 0.0311695 | val_loss: 0.0311686 | Time: 1520.04 ms [2022-02-03 22:17:12 main:574] : INFO : Epoch 1622 | loss: 0.0311682 | val_loss: 0.0311671 | Time: 1501.09 ms [2022-02-03 22:17:13 main:574] : INFO : Epoch 1623 | loss: 0.0311682 | val_loss: 0.0311691 | Time: 1485.65 ms [2022-02-03 22:17:15 main:574] : INFO : Epoch 1624 | loss: 0.031167 | val_loss: 0.0311671 | Time: 1479.61 ms [2022-02-03 22:17:16 main:574] : INFO : Epoch 1625 | loss: 0.0311677 | val_loss: 0.0311664 | Time: 1496.76 ms [2022-02-03 22:17:18 main:574] : INFO : Epoch 1626 | loss: 0.0311665 | val_loss: 0.0311655 | Time: 1504.65 ms [2022-02-03 22:17:19 main:574] : INFO : Epoch 1627 | loss: 0.0311664 | val_loss: 0.0311643 | Time: 1476.1 ms [2022-02-03 22:17:21 main:574] : INFO : Epoch 1628 | loss: 0.031166 | val_loss: 0.0311637 | Time: 1502.88 ms [2022-02-03 22:17:22 main:574] : INFO : Epoch 1629 | loss: 0.0311664 | val_loss: 0.0311645 | Time: 1513.17 ms [2022-02-03 22:17:24 main:574] : INFO : Epoch 1630 | loss: 0.0311655 | val_loss: 0.0311668 | Time: 1490.47 ms [2022-02-03 22:17:25 main:574] : INFO : Epoch 1631 | loss: 0.0311641 | val_loss: 0.0311635 | Time: 1466.03 ms [2022-02-03 22:17:27 main:574] : INFO : Epoch 1632 | loss: 0.0311631 | val_loss: 0.0311634 | Time: 1499.47 ms [2022-02-03 22:17:28 main:574] : INFO : Epoch 1633 | loss: 0.0311636 | val_loss: 0.0311621 | Time: 1468.45 ms [2022-02-03 22:17:30 main:574] : INFO : Epoch 1634 | loss: 0.0311628 | val_loss: 0.0311633 | Time: 1479.82 ms [2022-02-03 22:17:31 main:574] : INFO : Epoch 1635 | loss: 0.0311631 | val_loss: 0.0311653 | Time: 1490.35 ms [2022-02-03 22:17:33 main:574] : INFO : Epoch 1636 | loss: 0.031163 | val_loss: 0.0311636 | Time: 1492.78 ms [2022-02-03 22:17:34 main:574] : INFO : Epoch 1637 | loss: 0.0311629 | val_loss: 0.0311643 | Time: 1499.74 ms [2022-02-03 22:17:36 main:574] : INFO : Epoch 1638 | loss: 0.0311637 | val_loss: 0.0311695 | Time: 1505.26 ms [2022-02-03 22:17:37 main:574] : INFO : Epoch 1639 | loss: 0.0311645 | val_loss: 0.0311626 | Time: 1493.38 ms [2022-02-03 22:17:39 main:574] : INFO : Epoch 1640 | loss: 0.0311609 | val_loss: 0.0311626 | Time: 1499.1 ms [2022-02-03 22:17:40 main:574] : INFO : Epoch 1641 | loss: 0.0311602 | val_loss: 0.0311622 | Time: 1506.14 ms [2022-02-03 22:17:42 main:574] : INFO : Epoch 1642 | loss: 0.0311618 | val_loss: 0.0311633 | Time: 1498.87 ms [2022-02-03 22:17:43 main:574] : INFO : Epoch 1643 | loss: 0.0311608 | val_loss: 0.0311609 | Time: 1489.76 ms [2022-02-03 22:17:45 main:574] : INFO : Epoch 1644 | loss: 0.0311607 | val_loss: 0.0311608 | Time: 1474.51 ms [2022-02-03 22:17:46 main:574] : INFO : Epoch 1645 | loss: 0.0311598 | val_loss: 0.0311616 | Time: 1494.15 ms [2022-02-03 22:17:48 main:574] : INFO : Epoch 1646 | loss: 0.0311599 | val_loss: 0.03116 | Time: 1486.22 ms [2022-02-03 22:17:49 main:574] : INFO : Epoch 1647 | loss: 0.0311631 | val_loss: 0.0311637 | Time: 1496.9 ms [2022-02-03 22:17:51 main:574] : INFO : Epoch 1648 | loss: 0.0311621 | val_loss: 0.0311635 | Time: 1527.4 ms [2022-02-03 22:17:52 main:574] : INFO : Epoch 1649 | loss: 0.0311598 | val_loss: 0.0311608 | Time: 1499.04 ms [2022-02-03 22:17:54 main:574] : INFO : Epoch 1650 | loss: 0.0311611 | val_loss: 0.0311618 | Time: 1477.87 ms [2022-02-03 22:17:55 main:574] : INFO : Epoch 1651 | loss: 0.0311602 | val_loss: 0.0311654 | Time: 1481.15 ms [2022-02-03 22:17:57 main:574] : INFO : Epoch 1652 | loss: 0.0311603 | val_loss: 0.0311616 | Time: 1512.67 ms [2022-02-03 22:17:58 main:574] : INFO : Epoch 1653 | loss: 0.0311589 | val_loss: 0.0311609 | Time: 1470.96 ms [2022-02-03 22:18:00 main:574] : INFO : Epoch 1654 | loss: 0.0311588 | val_loss: 0.031161 | Time: 1511.09 ms [2022-02-03 22:18:01 main:574] : INFO : Epoch 1655 | loss: 0.0311576 | val_loss: 0.0311609 | Time: 1474.58 ms [2022-02-03 22:18:03 main:574] : INFO : Epoch 1656 | loss: 0.0311588 | val_loss: 0.0311686 | Time: 1483.16 ms [2022-02-03 22:18:04 main:574] : INFO : Epoch 1657 | loss: 0.0311612 | val_loss: 0.0311663 | Time: 1545.52 ms [2022-02-03 22:18:06 main:574] : INFO : Epoch 1658 | loss: 0.0311582 | val_loss: 0.0311606 | Time: 1530.3 ms [2022-02-03 22:18:07 main:574] : INFO : Epoch 1659 | loss: 0.0311575 | val_loss: 0.031163 | Time: 1529.68 ms [2022-02-03 22:18:09 main:574] : INFO : Epoch 1660 | loss: 0.0311575 | val_loss: 0.0311591 | Time: 1491.08 ms [2022-02-03 22:18:10 main:574] : INFO : Epoch 1661 | loss: 0.0311579 | val_loss: 0.031165 | Time: 1475.89 ms [2022-02-03 22:18:12 main:574] : INFO : Epoch 1662 | loss: 0.0311593 | val_loss: 0.0311643 | Time: 1486.15 ms [2022-02-03 22:18:13 main:574] : INFO : Epoch 1663 | loss: 0.0311596 | val_loss: 0.0311655 | Time: 1519.2 ms [2022-02-03 22:18:15 main:574] : INFO : Epoch 1664 | loss: 0.0311717 | val_loss: 0.0311722 | Time: 1506.71 ms [2022-02-03 22:18:16 main:574] : INFO : Epoch 1665 | loss: 0.03117 | val_loss: 0.0311698 | Time: 1506.26 ms [2022-02-03 22:18:18 main:574] : INFO : Epoch 1666 | loss: 0.0311691 | val_loss: 0.0311682 | Time: 1486.87 ms [2022-02-03 22:18:19 main:574] : INFO : Epoch 1667 | loss: 0.0311689 | val_loss: 0.0311662 | Time: 1491.14 ms [2022-02-03 22:18:21 main:574] : INFO : Epoch 1668 | loss: 0.0311714 | val_loss: 0.0311711 | Time: 1477.52 ms [2022-02-03 22:18:22 main:574] : INFO : Epoch 1669 | loss: 0.0311843 | val_loss: 0.031182 | Time: 1488.09 ms [2022-02-03 22:18:24 main:574] : INFO : Epoch 1670 | loss: 0.0311904 | val_loss: 0.0311898 | Time: 1506.56 ms [2022-02-03 22:18:25 main:574] : INFO : Epoch 1671 | loss: 0.0311954 | val_loss: 0.031199 | Time: 1496.92 ms [2022-02-03 22:18:27 main:574] : INFO : Epoch 1672 | loss: 0.0312005 | val_loss: 0.0311993 | Time: 1475.96 ms [2022-02-03 22:18:28 main:574] : INFO : Epoch 1673 | loss: 0.0311992 | val_loss: 0.0311969 | Time: 1504.23 ms [2022-02-03 22:18:30 main:574] : INFO : Epoch 1674 | loss: 0.0311964 | val_loss: 0.0311934 | Time: 1495.85 ms [2022-02-03 22:18:31 main:574] : INFO : Epoch 1675 | loss: 0.0311936 | val_loss: 0.0311903 | Time: 1496.03 ms [2022-02-03 22:18:33 main:574] : INFO : Epoch 1676 | loss: 0.0311905 | val_loss: 0.0311904 | Time: 1481 ms [2022-02-03 22:18:34 main:574] : INFO : Epoch 1677 | loss: 0.0311933 | val_loss: 0.0311912 | Time: 1534.04 ms [2022-02-03 22:18:36 main:574] : INFO : Epoch 1678 | loss: 0.0311918 | val_loss: 0.0311906 | Time: 1478.31 ms [2022-02-03 22:18:37 main:574] : INFO : Epoch 1679 | loss: 0.0311918 | val_loss: 0.031188 | Time: 1534.7 ms [2022-02-03 22:18:39 main:574] : INFO : Epoch 1680 | loss: 0.0311888 | val_loss: 0.031188 | Time: 1482.1 ms [2022-02-03 22:18:40 main:574] : INFO : Epoch 1681 | loss: 0.0311894 | val_loss: 0.0311903 | Time: 1500.09 ms [2022-02-03 22:18:42 main:574] : INFO : Epoch 1682 | loss: 0.0311894 | val_loss: 0.0311878 | Time: 1504.41 ms [2022-02-03 22:18:43 main:574] : INFO : Epoch 1683 | loss: 0.0311894 | val_loss: 0.0311894 | Time: 1489.49 ms [2022-02-03 22:18:45 main:574] : INFO : Epoch 1684 | loss: 0.0311885 | val_loss: 0.031187 | Time: 1461.77 ms [2022-02-03 22:18:46 main:574] : INFO : Epoch 1685 | loss: 0.0311884 | val_loss: 0.0311881 | Time: 1484.06 ms [2022-02-03 22:18:48 main:574] : INFO : Epoch 1686 | loss: 0.0311871 | val_loss: 0.0311878 | Time: 1502.53 ms [2022-02-03 22:18:49 main:574] : INFO : Epoch 1687 | loss: 0.0311866 | val_loss: 0.0311887 | Time: 1480.44 ms [2022-02-03 22:18:51 main:574] : INFO : Epoch 1688 | loss: 0.0311872 | val_loss: 0.0311884 | Time: 1502.13 ms [2022-02-03 22:18:52 main:574] : INFO : Epoch 1689 | loss: 0.0311877 | val_loss: 0.0311918 | Time: 1509.71 ms [2022-02-03 22:18:54 main:574] : INFO : Epoch 1690 | loss: 0.0311891 | val_loss: 0.0311861 | Time: 1523.01 ms [2022-02-03 22:18:55 main:574] : INFO : Epoch 1691 | loss: 0.0311873 | val_loss: 0.0311866 | Time: 1515.29 ms [2022-02-03 22:18:57 main:574] : INFO : Epoch 1692 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 1506.39 ms [2022-02-03 22:18:58 main:574] : INFO : Epoch 1693 | loss: 0.0311857 | val_loss: 0.0311885 | Time: 1538.11 ms [2022-02-03 22:19:00 main:574] : INFO : Epoch 1694 | loss: 0.0311861 | val_loss: 0.031186 | Time: 1489.25 ms [2022-02-03 22:19:01 main:574] : INFO : Epoch 1695 | loss: 0.0311854 | val_loss: 0.0311874 | Time: 1504.35 ms [2022-02-03 22:19:03 main:574] : INFO : Epoch 1696 | loss: 0.0311869 | val_loss: 0.0311895 | Time: 1503.04 ms [2022-02-03 22:19:04 main:574] : INFO : Epoch 1697 | loss: 0.031187 | val_loss: 0.0311886 | Time: 1535.69 ms [2022-02-03 22:19:06 main:574] : INFO : Epoch 1698 | loss: 0.0311879 | val_loss: 0.0311861 | Time: 1465.81 ms [2022-02-03 22:19:07 main:574] : INFO : Epoch 1699 | loss: 0.0311849 | val_loss: 0.0311853 | Time: 1496.83 ms [2022-02-03 22:19:09 main:574] : INFO : Epoch 1700 | loss: 0.0311854 | val_loss: 0.0311866 | Time: 1529.89 ms [2022-02-03 22:19:10 main:574] : INFO : Epoch 1701 | loss: 0.031185 | val_loss: 0.0311858 | Time: 1487.22 ms [2022-02-03 22:19:12 main:574] : INFO : Epoch 1702 | loss: 0.0311857 | val_loss: 0.0311863 | Time: 1526.21 ms [2022-02-03 22:19:14 main:574] : INFO : Epoch 1703 | loss: 0.0311857 | val_loss: 0.031189 | Time: 1486.28 ms [2022-02-03 22:19:15 main:574] : INFO : Epoch 1704 | loss: 0.0311852 | val_loss: 0.0311858 | Time: 1500.45 ms [2022-02-03 22:19:17 main:574] : INFO : Epoch 1705 | loss: 0.0311845 | val_loss: 0.0311876 | Time: 1515.88 ms [2022-02-03 22:19:18 main:574] : INFO : Epoch 1706 | loss: 0.0311862 | val_loss: 0.031186 | Time: 1508.38 ms [2022-02-03 22:19:20 main:574] : INFO : Epoch 1707 | loss: 0.0311841 | val_loss: 0.0311851 | Time: 1500.66 ms [2022-02-03 22:19:21 main:574] : INFO : Epoch 1708 | loss: 0.0311841 | val_loss: 0.0311844 | Time: 1520.01 ms [2022-02-03 22:19:23 main:574] : INFO : Epoch 1709 | loss: 0.0311841 | val_loss: 0.0311843 | Time: 1552.99 ms [2022-02-03 22:19:24 main:574] : INFO : Epoch 1710 | loss: 0.031184 | val_loss: 0.0311859 | Time: 1521.12 ms [2022-02-03 22:19:26 main:574] : INFO : Epoch 1711 | loss: 0.0311851 | val_loss: 0.0311848 | Time: 1516.77 ms [2022-02-03 22:19:27 main:574] : INFO : Epoch 1712 | loss: 0.0311839 | val_loss: 0.0311847 | Time: 1518.21 ms [2022-02-03 22:19:29 main:574] : INFO : Epoch 1713 | loss: 0.0311832 | val_loss: 0.0311843 | Time: 1492.27 ms [2022-02-03 22:19:30 main:574] : INFO : Epoch 1714 | loss: 0.0311841 | val_loss: 0.0311886 | Time: 1504.29 ms [2022-02-03 22:19:32 main:574] : INFO : Epoch 1715 | loss: 0.0311869 | val_loss: 0.0311869 | Time: 1447.53 ms [2022-02-03 22:19:33 main:574] : INFO : Epoch 1716 | loss: 0.0311867 | val_loss: 0.0311849 | Time: 1471.25 ms [2022-02-03 22:19:35 main:574] : INFO : Epoch 1717 | loss: 0.0311843 | val_loss: 0.0311891 | Time: 1520.07 ms [2022-02-03 22:19:36 main:574] : INFO : Epoch 1718 | loss: 0.0311861 | val_loss: 0.03119 | Time: 1513.64 ms [2022-02-03 22:19:38 main:574] : INFO : Epoch 1719 | loss: 0.0311838 | val_loss: 0.0311901 | Time: 1469.88 ms [2022-02-03 22:19:39 main:574] : INFO : Epoch 1720 | loss: 0.0311844 | val_loss: 0.0311851 | Time: 1488.46 ms [2022-02-03 22:19:41 main:574] : INFO : Epoch 1721 | loss: 0.0311833 | val_loss: 0.031184 | Time: 1473.39 ms [2022-02-03 22:19:42 main:574] : INFO : Epoch 1722 | loss: 0.0311823 | val_loss: 0.0311846 | Time: 1555.72 ms [2022-02-03 22:19:44 main:574] : INFO : Epoch 1723 | loss: 0.0311839 | val_loss: 0.031186 | Time: 1526.56 ms [2022-02-03 22:19:45 main:574] : INFO : Epoch 1724 | loss: 0.0311829 | val_loss: 0.0311839 | Time: 1484.03 ms [2022-02-03 22:19:47 main:574] : INFO : Epoch 1725 | loss: 0.0311839 | val_loss: 0.0311849 | Time: 1492.11 ms [2022-02-03 22:19:48 main:574] : INFO : Epoch 1726 | loss: 0.0311831 | val_loss: 0.0311839 | Time: 1506.83 ms [2022-02-03 22:19:50 main:574] : INFO : Epoch 1727 | loss: 0.0311822 | val_loss: 0.0311857 | Time: 1476.04 ms [2022-02-03 22:19:51 main:574] : INFO : Epoch 1728 | loss: 0.0311832 | val_loss: 0.0311858 | Time: 1536.55 ms [2022-02-03 22:19:53 main:574] : INFO : Epoch 1729 | loss: 0.0311869 | val_loss: 0.0311862 | Time: 1490.94 ms [2022-02-03 22:19:54 main:574] : INFO : Epoch 1730 | loss: 0.0311835 | val_loss: 0.031189 | Time: 1500.01 ms [2022-02-03 22:19:56 main:574] : INFO : Epoch 1731 | loss: 0.0311837 | val_loss: 0.031185 | Time: 1504.7 ms [2022-02-03 22:19:57 main:574] : INFO : Epoch 1732 | loss: 0.0311832 | val_loss: 0.0311844 | Time: 1513.81 ms [2022-02-03 22:19:59 main:574] : INFO : Epoch 1733 | loss: 0.0311828 | val_loss: 0.0311866 | Time: 1493.12 ms [2022-02-03 22:20:00 main:574] : INFO : Epoch 1734 | loss: 0.0311834 | val_loss: 0.0311839 | Time: 1522.59 ms [2022-02-03 22:20:02 main:574] : INFO : Epoch 1735 | loss: 0.0311829 | val_loss: 0.0311874 | Time: 1509.86 ms [2022-02-03 22:20:03 main:574] : INFO : Epoch 1736 | loss: 0.0311825 | val_loss: 0.0311852 | Time: 1503.18 ms [2022-02-03 22:20:05 main:574] : INFO : Epoch 1737 | loss: 0.0311828 | val_loss: 0.0311862 | Time: 1522.29 ms [2022-02-03 22:20:06 main:574] : INFO : Epoch 1738 | loss: 0.0311845 | val_loss: 0.0311851 | Time: 1480.42 ms [2022-02-03 22:20:08 main:574] : INFO : Epoch 1739 | loss: 0.031182 | val_loss: 0.0311836 | Time: 1473.5 ms [2022-02-03 22:20:09 main:574] : INFO : Epoch 1740 | loss: 0.0311822 | val_loss: 0.0311847 | Time: 1510.55 ms [2022-02-03 22:20:11 main:574] : INFO : Epoch 1741 | loss: 0.0311814 | val_loss: 0.0311864 | Time: 1458.83 ms [2022-02-03 22:20:12 main:574] : INFO : Epoch 1742 | loss: 0.0311822 | val_loss: 0.031184 | Time: 1538.67 ms [2022-02-03 22:20:14 main:574] : INFO : Epoch 1743 | loss: 0.0311852 | val_loss: 0.0311878 | Time: 1465.73 ms [2022-02-03 22:20:15 main:574] : INFO : Epoch 1744 | loss: 0.031182 | val_loss: 0.0311836 | Time: 1492.74 ms [2022-02-03 22:20:17 main:574] : INFO : Epoch 1745 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 1500.85 ms [2022-02-03 22:20:18 main:574] : INFO : Epoch 1746 | loss: 0.0311843 | val_loss: 0.0311862 | Time: 1487.24 ms [2022-02-03 22:20:20 main:574] : INFO : Epoch 1747 | loss: 0.0311826 | val_loss: 0.0311831 | Time: 1490.98 ms [2022-02-03 22:20:21 main:574] : INFO : Epoch 1748 | loss: 0.0311818 | val_loss: 0.0311834 | Time: 1485.47 ms [2022-02-03 22:20:23 main:574] : INFO : Epoch 1749 | loss: 0.0311819 | val_loss: 0.0311839 | Time: 1502.29 ms [2022-02-03 22:20:24 main:574] : INFO : Epoch 1750 | loss: 0.0311805 | val_loss: 0.0311829 | Time: 1492.36 ms [2022-02-03 22:20:26 main:574] : INFO : Epoch 1751 | loss: 0.0311814 | val_loss: 0.0311849 | Time: 1531.95 ms [2022-02-03 22:20:27 main:574] : INFO : Epoch 1752 | loss: 0.031182 | val_loss: 0.0311868 | Time: 1479.46 ms [2022-02-03 22:20:29 main:574] : INFO : Epoch 1753 | loss: 0.0311816 | val_loss: 0.0311885 | Time: 1494.12 ms [2022-02-03 22:20:30 main:574] : INFO : Epoch 1754 | loss: 0.031181 | val_loss: 0.0311836 | Time: 1462.34 ms [2022-02-03 22:20:32 main:574] : INFO : Epoch 1755 | loss: 0.0311809 | val_loss: 0.0311899 | Time: 1477.51 ms [2022-02-03 22:20:33 main:574] : INFO : Epoch 1756 | loss: 0.0311822 | val_loss: 0.0311831 | Time: 1503.08 ms [2022-02-03 22:20:35 main:574] : INFO : Epoch 1757 | loss: 0.0311811 | val_loss: 0.0311826 | Time: 1493.81 ms [2022-02-03 22:20:36 main:574] : INFO : Epoch 1758 | loss: 0.0311797 | val_loss: 0.0311826 | Time: 1553.63 ms [2022-02-03 22:20:38 main:574] : INFO : Epoch 1759 | loss: 0.0311802 | val_loss: 0.0311859 | Time: 1544.6 ms [2022-02-03 22:20:40 main:574] : INFO : Epoch 1760 | loss: 0.0311797 | val_loss: 0.0311862 | Time: 1567.65 ms [2022-02-03 22:20:41 main:574] : INFO : Epoch 1761 | loss: 0.0311826 | val_loss: 0.0311875 | Time: 1492.32 ms [2022-02-03 22:20:42 main:574] : INFO : Epoch 1762 | loss: 0.0311807 | val_loss: 0.0311836 | Time: 1472.07 ms [2022-02-03 22:20:44 main:574] : INFO : Epoch 1763 | loss: 0.03118 | val_loss: 0.0311847 | Time: 1503.91 ms [2022-02-03 22:20:46 main:574] : INFO : Epoch 1764 | loss: 0.0311802 | val_loss: 0.031184 | Time: 1502.67 ms [2022-02-03 22:20:47 main:574] : INFO : Epoch 1765 | loss: 0.0311796 | val_loss: 0.0311848 | Time: 1518.39 ms [2022-02-03 22:20:49 main:574] : INFO : Epoch 1766 | loss: 0.0311798 | val_loss: 0.0311848 | Time: 1498.91 ms [2022-02-03 22:20:50 main:574] : INFO : Epoch 1767 | loss: 0.031181 | val_loss: 0.0311828 | Time: 1494.68 ms [2022-02-03 22:20:52 main:574] : INFO : Epoch 1768 | loss: 0.0311794 | val_loss: 0.0311833 | Time: 1493.97 ms [2022-02-03 22:20:53 main:574] : INFO : Epoch 1769 | loss: 0.0311798 | val_loss: 0.0311846 | Time: 1469.66 ms [2022-02-03 22:20:55 main:574] : INFO : Epoch 1770 | loss: 0.0311807 | val_loss: 0.0311839 | Time: 1518.54 ms [2022-02-03 22:20:56 main:574] : INFO : Epoch 1771 | loss: 0.0311809 | val_loss: 0.0311832 | Time: 1499.59 ms [2022-02-03 22:20:57 main:574] : INFO : Epoch 1772 | loss: 0.0311797 | val_loss: 0.0311835 | Time: 1452.93 ms [2022-02-03 22:20:59 main:574] : INFO : Epoch 1773 | loss: 0.0311799 | val_loss: 0.0311852 | Time: 1487.94 ms [2022-02-03 22:21:01 main:574] : INFO : Epoch 1774 | loss: 0.0311811 | val_loss: 0.0311828 | Time: 1516.95 ms [2022-02-03 22:21:02 main:574] : INFO : Epoch 1775 | loss: 0.0311821 | val_loss: 0.0311856 | Time: 1492.44 ms [2022-02-03 22:21:04 main:574] : INFO : Epoch 1776 | loss: 0.0311799 | val_loss: 0.0311847 | Time: 1493.06 ms [2022-02-03 22:21:05 main:574] : INFO : Epoch 1777 | loss: 0.0311808 | val_loss: 0.031184 | Time: 1494.75 ms [2022-02-03 22:21:07 main:574] : INFO : Epoch 1778 | loss: 0.0311805 | val_loss: 0.0311828 | Time: 1500.34 ms [2022-02-03 22:21:08 main:574] : INFO : Epoch 1779 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 1523.88 ms [2022-02-03 22:21:10 main:574] : INFO : Epoch 1780 | loss: 0.0311793 | val_loss: 0.0311861 | Time: 1482.99 ms [2022-02-03 22:21:11 main:574] : INFO : Epoch 1781 | loss: 0.0311805 | val_loss: 0.031183 | Time: 1514.68 ms [2022-02-03 22:21:13 main:574] : INFO : Epoch 1782 | loss: 0.0311798 | val_loss: 0.031189 | Time: 1514.45 ms [2022-02-03 22:21:14 main:574] : INFO : Epoch 1783 | loss: 0.031181 | val_loss: 0.0311836 | Time: 1477.34 ms [2022-02-03 22:21:16 main:574] : INFO : Epoch 1784 | loss: 0.0311787 | val_loss: 0.0311829 | Time: 1487.45 ms [2022-02-03 22:21:17 main:574] : INFO : Epoch 1785 | loss: 0.0311791 | val_loss: 0.0311849 | Time: 1484.68 ms [2022-02-03 22:21:19 main:574] : INFO : Epoch 1786 | loss: 0.031179 | val_loss: 0.0311846 | Time: 1489.53 ms [2022-02-03 22:21:20 main:574] : INFO : Epoch 1787 | loss: 0.0311802 | val_loss: 0.031183 | Time: 1484.66 ms [2022-02-03 22:21:22 main:574] : INFO : Epoch 1788 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 1494.04 ms [2022-02-03 22:21:23 main:574] : INFO : Epoch 1789 | loss: 0.031179 | val_loss: 0.0311885 | Time: 1472 ms [2022-02-03 22:21:25 main:574] : INFO : Epoch 1790 | loss: 0.0311795 | val_loss: 0.0311848 | Time: 1511.4 ms [2022-02-03 22:21:26 main:574] : INFO : Epoch 1791 | loss: 0.0311801 | val_loss: 0.0311841 | Time: 1502.23 ms [2022-02-03 22:21:28 main:574] : INFO : Epoch 1792 | loss: 0.0311804 | val_loss: 0.031183 | Time: 1492.4 ms [2022-02-03 22:21:29 main:574] : INFO : Epoch 1793 | loss: 0.0311788 | val_loss: 0.0311833 | Time: 1489.73 ms [2022-02-03 22:21:30 main:574] : INFO : Epoch 1794 | loss: 0.0311792 | val_loss: 0.0311826 | Time: 1471.06 ms [2022-02-03 22:21:32 main:574] : INFO : Epoch 1795 | loss: 0.0311801 | val_loss: 0.0311857 | Time: 1524.77 ms [2022-02-03 22:21:34 main:574] : INFO : Epoch 1796 | loss: 0.0311809 | val_loss: 0.0311834 | Time: 1537.46 ms [2022-02-03 22:21:35 main:574] : INFO : Epoch 1797 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 1500.07 ms [2022-02-03 22:21:37 main:574] : INFO : Epoch 1798 | loss: 0.0311799 | val_loss: 0.0311824 | Time: 1507.84 ms [2022-02-03 22:21:38 main:574] : INFO : Epoch 1799 | loss: 0.0311791 | val_loss: 0.031184 | Time: 1503.27 ms [2022-02-03 22:21:40 main:574] : INFO : Epoch 1800 | loss: 0.0311807 | val_loss: 0.0311831 | Time: 1474.22 ms [2022-02-03 22:21:41 main:574] : INFO : Epoch 1801 | loss: 0.0311786 | val_loss: 0.0311831 | Time: 1484.1 ms [2022-02-03 22:21:43 main:574] : INFO : Epoch 1802 | loss: 0.031179 | val_loss: 0.0311839 | Time: 1495.39 ms [2022-02-03 22:21:44 main:574] : INFO : Epoch 1803 | loss: 0.0311793 | val_loss: 0.0311818 | Time: 1493.72 ms [2022-02-03 22:21:46 main:574] : INFO : Epoch 1804 | loss: 0.0311795 | val_loss: 0.031182 | Time: 1511.64 ms [2022-02-03 22:21:47 main:574] : INFO : Epoch 1805 | loss: 0.0311776 | val_loss: 0.0311832 | Time: 1486.63 ms [2022-02-03 22:21:49 main:574] : INFO : Epoch 1806 | loss: 0.0311791 | val_loss: 0.0311839 | Time: 1480.85 ms [2022-02-03 22:21:50 main:574] : INFO : Epoch 1807 | loss: 0.031178 | val_loss: 0.0311818 | Time: 1526.41 ms [2022-02-03 22:21:52 main:574] : INFO : Epoch 1808 | loss: 0.031178 | val_loss: 0.0311817 | Time: 1528.36 ms [2022-02-03 22:21:53 main:574] : INFO : Epoch 1809 | loss: 0.0311786 | val_loss: 0.0311884 | Time: 1446.59 ms [2022-02-03 22:21:55 main:574] : INFO : Epoch 1810 | loss: 0.0311812 | val_loss: 0.0311874 | Time: 1513.18 ms [2022-02-03 22:21:56 main:574] : INFO : Epoch 1811 | loss: 0.0311805 | val_loss: 0.0311864 | Time: 1471.25 ms [2022-02-03 22:21:58 main:574] : INFO : Epoch 1812 | loss: 0.0311801 | val_loss: 0.0311908 | Time: 1496.24 ms [2022-02-03 22:21:59 main:574] : INFO : Epoch 1813 | loss: 0.0311828 | val_loss: 0.031185 | Time: 1499.94 ms [2022-02-03 22:22:01 main:574] : INFO : Epoch 1814 | loss: 0.0311792 | val_loss: 0.0311823 | Time: 1487.7 ms [2022-02-03 22:22:02 main:574] : INFO : Epoch 1815 | loss: 0.0311775 | val_loss: 0.0311823 | Time: 1504.15 ms [2022-02-03 22:22:04 main:574] : INFO : Epoch 1816 | loss: 0.0311771 | val_loss: 0.0311817 | Time: 1506.08 ms [2022-02-03 22:22:05 main:574] : INFO : Epoch 1817 | loss: 0.0311769 | val_loss: 0.0311823 | Time: 1491.06 ms [2022-02-03 22:22:07 main:574] : INFO : Epoch 1818 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 1497.22 ms [2022-02-03 22:22:08 main:574] : INFO : Epoch 1819 | loss: 0.0311787 | val_loss: 0.031183 | Time: 1482.24 ms [2022-02-03 22:22:10 main:574] : INFO : Epoch 1820 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 1496.19 ms [2022-02-03 22:22:11 main:574] : INFO : Epoch 1821 | loss: 0.0311777 | val_loss: 0.0311871 | Time: 1482.62 ms [2022-02-03 22:22:13 main:574] : INFO : Epoch 1822 | loss: 0.0311778 | val_loss: 0.031181 | Time: 1494.21 ms [2022-02-03 22:22:14 main:574] : INFO : Epoch 1823 | loss: 0.0311768 | val_loss: 0.0311837 | Time: 1472.98 ms [2022-02-03 22:22:16 main:574] : INFO : Epoch 1824 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 1500.48 ms [2022-02-03 22:22:17 main:574] : INFO : Epoch 1825 | loss: 0.0311776 | val_loss: 0.031182 | Time: 1479.57 ms [2022-02-03 22:22:19 main:574] : INFO : Epoch 1826 | loss: 0.031177 | val_loss: 0.0311814 | Time: 1485.88 ms [2022-02-03 22:22:20 main:574] : INFO : Epoch 1827 | loss: 0.0311773 | val_loss: 0.0311824 | Time: 1496.9 ms [2022-02-03 22:22:22 main:574] : INFO : Epoch 1828 | loss: 0.0311773 | val_loss: 0.0311821 | Time: 1508.61 ms [2022-02-03 22:22:23 main:574] : INFO : Epoch 1829 | loss: 0.0311763 | val_loss: 0.0311825 | Time: 1483.15 ms [2022-02-03 22:22:25 main:574] : INFO : Epoch 1830 | loss: 0.0311762 | val_loss: 0.0311821 | Time: 1512.77 ms [2022-02-03 22:22:26 main:574] : INFO : Epoch 1831 | loss: 0.0311758 | val_loss: 0.0311816 | Time: 1523.54 ms [2022-02-03 22:22:28 main:574] : INFO : Epoch 1832 | loss: 0.0311778 | val_loss: 0.0311912 | Time: 1519.55 ms [2022-02-03 22:22:29 main:574] : INFO : Epoch 1833 | loss: 0.0311845 | val_loss: 0.0311863 | Time: 1505.51 ms [2022-02-03 22:22:31 main:574] : INFO : Epoch 1834 | loss: 0.0311791 | val_loss: 0.0311856 | Time: 1497.58 ms [2022-02-03 22:22:32 main:574] : INFO : Epoch 1835 | loss: 0.0311828 | val_loss: 0.0311857 | Time: 1503.63 ms [2022-02-03 22:22:34 main:574] : INFO : Epoch 1836 | loss: 0.0311827 | val_loss: 0.0311848 | Time: 1493.5 ms [2022-02-03 22:22:35 main:574] : INFO : Epoch 1837 | loss: 0.0311821 | val_loss: 0.0311834 | Time: 1491.41 ms [2022-02-03 22:22:37 main:574] : INFO : Epoch 1838 | loss: 0.0311815 | val_loss: 0.0311844 | Time: 1480.95 ms [2022-02-03 22:22:38 main:574] : INFO : Epoch 1839 | loss: 0.0311807 | val_loss: 0.0311843 | Time: 1514.52 ms [2022-02-03 22:22:40 main:574] : INFO : Epoch 1840 | loss: 0.0311818 | val_loss: 0.031186 | Time: 1496.32 ms [2022-02-03 22:22:41 main:574] : INFO : Epoch 1841 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 1505.1 ms [2022-02-03 22:22:43 main:574] : INFO : Epoch 1842 | loss: 0.0311798 | val_loss: 0.0311828 | Time: 1461.07 ms [2022-02-03 22:22:44 main:574] : INFO : Epoch 1843 | loss: 0.0311791 | val_loss: 0.0311827 | Time: 1478.9 ms [2022-02-03 22:22:46 main:574] : INFO : Epoch 1844 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 1507.86 ms [2022-02-03 22:22:47 main:574] : INFO : Epoch 1845 | loss: 0.0311806 | val_loss: 0.0311851 | Time: 1540.86 ms [2022-02-03 22:22:49 main:574] : INFO : Epoch 1846 | loss: 0.0311813 | val_loss: 0.0311847 | Time: 1480.19 ms [2022-02-03 22:22:50 main:574] : INFO : Epoch 1847 | loss: 0.0311798 | val_loss: 0.0311835 | Time: 1518.95 ms [2022-02-03 22:22:52 main:574] : INFO : Epoch 1848 | loss: 0.031179 | val_loss: 0.0311834 | Time: 1499.59 ms [2022-02-03 22:22:53 main:574] : INFO : Epoch 1849 | loss: 0.0311803 | val_loss: 0.0311856 | Time: 1477.21 ms [2022-02-03 22:22:55 main:574] : INFO : Epoch 1850 | loss: 0.0311804 | val_loss: 0.0311851 | Time: 1491.83 ms [2022-02-03 22:22:56 main:574] : INFO : Epoch 1851 | loss: 0.0311797 | val_loss: 0.0311838 | Time: 1485.2 ms [2022-02-03 22:22:58 main:574] : INFO : Epoch 1852 | loss: 0.03118 | val_loss: 0.0311875 | Time: 1501.83 ms [2022-02-03 22:22:59 main:574] : INFO : Epoch 1853 | loss: 0.0311853 | val_loss: 0.0311843 | Time: 1483.17 ms [2022-02-03 22:23:01 main:574] : INFO : Epoch 1854 | loss: 0.0311806 | val_loss: 0.0311827 | Time: 1507.83 ms [2022-02-03 22:23:02 main:574] : INFO : Epoch 1855 | loss: 0.0311788 | val_loss: 0.0311827 | Time: 1493.11 ms [2022-02-03 22:23:04 main:574] : INFO : Epoch 1856 | loss: 0.0311794 | val_loss: 0.0311836 | Time: 1500.62 ms [2022-02-03 22:23:05 main:574] : INFO : Epoch 1857 | loss: 0.0311796 | val_loss: 0.0311835 | Time: 1498.24 ms [2022-02-03 22:23:07 main:574] : INFO : Epoch 1858 | loss: 0.0311779 | val_loss: 0.0311823 | Time: 1577.27 ms [2022-02-03 22:23:08 main:574] : INFO : Epoch 1859 | loss: 0.0311786 | val_loss: 0.0311827 | Time: 1510.91 ms [2022-02-03 22:23:10 main:574] : INFO : Epoch 1860 | loss: 0.0311786 | val_loss: 0.0311872 | Time: 1572.79 ms [2022-02-03 22:23:11 main:574] : INFO : Epoch 1861 | loss: 0.0311804 | val_loss: 0.031183 | Time: 1502.64 ms [2022-02-03 22:23:13 main:574] : INFO : Epoch 1862 | loss: 0.0311782 | val_loss: 0.0311879 | Time: 1481.26 ms [2022-02-03 22:23:14 main:574] : INFO : Epoch 1863 | loss: 0.0311786 | val_loss: 0.0311844 | Time: 1504.13 ms [2022-02-03 22:23:16 main:574] : INFO : Epoch 1864 | loss: 0.031178 | val_loss: 0.0311816 | Time: 1474.3 ms [2022-02-03 22:23:17 main:574] : INFO : Epoch 1865 | loss: 0.0311779 | val_loss: 0.0311825 | Time: 1475.58 ms [2022-02-03 22:23:19 main:574] : INFO : Epoch 1866 | loss: 0.0311787 | val_loss: 0.0311847 | Time: 1492.46 ms [2022-02-03 22:23:20 main:574] : INFO : Epoch 1867 | loss: 0.0311838 | val_loss: 0.0311888 | Time: 1461.9 ms [2022-02-03 22:23:22 main:574] : INFO : Epoch 1868 | loss: 0.0311872 | val_loss: 0.0311832 | Time: 1485.77 ms [2022-02-03 22:23:23 main:574] : INFO : Epoch 1869 | loss: 0.0311812 | val_loss: 0.0311881 | Time: 1507.04 ms [2022-02-03 22:23:25 main:574] : INFO : Epoch 1870 | loss: 0.0311822 | val_loss: 0.031183 | Time: 1521.4 ms [2022-02-03 22:23:26 main:574] : INFO : Epoch 1871 | loss: 0.0311802 | val_loss: 0.0311833 | Time: 1494.69 ms [2022-02-03 22:23:28 main:574] : INFO : Epoch 1872 | loss: 0.0311799 | val_loss: 0.0311819 | Time: 1502.93 ms [2022-02-03 22:23:29 main:574] : INFO : Epoch 1873 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 1544.24 ms [2022-02-03 22:23:31 main:574] : INFO : Epoch 1874 | loss: 0.0311801 | val_loss: 0.0311864 | Time: 1538.24 ms [2022-02-03 22:23:32 main:574] : INFO : Epoch 1875 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 1489.29 ms [2022-02-03 22:23:34 main:574] : INFO : Epoch 1876 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 1514.94 ms [2022-02-03 22:23:35 main:574] : INFO : Epoch 1877 | loss: 0.0311797 | val_loss: 0.0311838 | Time: 1505.93 ms [2022-02-03 22:23:37 main:574] : INFO : Epoch 1878 | loss: 0.0311795 | val_loss: 0.0311821 | Time: 1509.17 ms [2022-02-03 22:23:38 main:574] : INFO : Epoch 1879 | loss: 0.0311814 | val_loss: 0.0311924 | Time: 1486.12 ms [2022-02-03 22:23:40 main:574] : INFO : Epoch 1880 | loss: 0.0311824 | val_loss: 0.0311831 | Time: 1498.3 ms [2022-02-03 22:23:41 main:574] : INFO : Epoch 1881 | loss: 0.0311812 | val_loss: 0.0311819 | Time: 1530.88 ms [2022-02-03 22:23:43 main:574] : INFO : Epoch 1882 | loss: 0.03118 | val_loss: 0.0311832 | Time: 1483.85 ms [2022-02-03 22:23:44 main:574] : INFO : Epoch 1883 | loss: 0.0311821 | val_loss: 0.0311835 | Time: 1478.79 ms [2022-02-03 22:23:46 main:574] : INFO : Epoch 1884 | loss: 0.0311794 | val_loss: 0.0311831 | Time: 1508.56 ms [2022-02-03 22:23:47 main:574] : INFO : Epoch 1885 | loss: 0.0311803 | val_loss: 0.0311839 | Time: 1510.4 ms [2022-02-03 22:23:49 main:574] : INFO : Epoch 1886 | loss: 0.0311797 | val_loss: 0.0311824 | Time: 1466.73 ms [2022-02-03 22:23:50 main:574] : INFO : Epoch 1887 | loss: 0.031178 | val_loss: 0.0311834 | Time: 1510.55 ms [2022-02-03 22:23:52 main:574] : INFO : Epoch 1888 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 1479.87 ms [2022-02-03 22:23:53 main:574] : INFO : Epoch 1889 | loss: 0.0311786 | val_loss: 0.031184 | Time: 1465.18 ms [2022-02-03 22:23:55 main:574] : INFO : Epoch 1890 | loss: 0.0311785 | val_loss: 0.0311837 | Time: 1495.57 ms [2022-02-03 22:23:56 main:574] : INFO : Epoch 1891 | loss: 0.0311793 | val_loss: 0.0311818 | Time: 1505.59 ms [2022-02-03 22:23:58 main:574] : INFO : Epoch 1892 | loss: 0.0311801 | val_loss: 0.0311837 | Time: 1525.25 ms [2022-02-03 22:23:59 main:574] : INFO : Epoch 1893 | loss: 0.0311792 | val_loss: 0.0311833 | Time: 1493.12 ms [2022-02-03 22:24:01 main:574] : INFO : Epoch 1894 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 1516.12 ms [2022-02-03 22:24:02 main:574] : INFO : Epoch 1895 | loss: 0.0311779 | val_loss: 0.031182 | Time: 1494.34 ms [2022-02-03 22:24:04 main:574] : INFO : Epoch 1896 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 1528.67 ms [2022-02-03 22:24:06 main:574] : INFO : Epoch 1897 | loss: 0.0311771 | val_loss: 0.0311807 | Time: 1510.49 ms [2022-02-03 22:24:07 main:574] : INFO : Epoch 1898 | loss: 0.031178 | val_loss: 0.0311802 | Time: 1489.43 ms [2022-02-03 22:24:09 main:574] : INFO : Epoch 1899 | loss: 0.0311779 | val_loss: 0.0311807 | Time: 1508.93 ms [2022-02-03 22:24:10 main:574] : INFO : Epoch 1900 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 1526.19 ms [2022-02-03 22:24:12 main:574] : INFO : Epoch 1901 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 1594.39 ms [2022-02-03 22:24:13 main:574] : INFO : Epoch 1902 | loss: 0.0311767 | val_loss: 0.03118 | Time: 1642.54 ms [2022-02-03 22:24:15 main:574] : INFO : Epoch 1903 | loss: 0.0311784 | val_loss: 0.0311829 | Time: 1633.12 ms [2022-02-03 22:24:17 main:574] : INFO : Epoch 1904 | loss: 0.0311776 | val_loss: 0.0311826 | Time: 1603.68 ms [2022-02-03 22:24:18 main:574] : INFO : Epoch 1905 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 1487.3 ms [2022-02-03 22:24:20 main:574] : INFO : Epoch 1906 | loss: 0.031178 | val_loss: 0.0311824 | Time: 1481.85 ms [2022-02-03 22:24:21 main:574] : INFO : Epoch 1907 | loss: 0.0311778 | val_loss: 0.0311817 | Time: 1495.51 ms [2022-02-03 22:24:23 main:574] : INFO : Epoch 1908 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 1470.44 ms [2022-02-03 22:24:24 main:574] : INFO : Epoch 1909 | loss: 0.0311775 | val_loss: 0.0311818 | Time: 1493.51 ms [2022-02-03 22:24:26 main:574] : INFO : Epoch 1910 | loss: 0.031178 | val_loss: 0.0311824 | Time: 1507.17 ms [2022-02-03 22:24:27 main:574] : INFO : Epoch 1911 | loss: 0.0311765 | val_loss: 0.0311817 | Time: 1509.19 ms [2022-02-03 22:24:29 main:574] : INFO : Epoch 1912 | loss: 0.0311764 | val_loss: 0.031184 | Time: 1480.43 ms [2022-02-03 22:24:30 main:574] : INFO : Epoch 1913 | loss: 0.0311778 | val_loss: 0.0311807 | Time: 1490.87 ms [2022-02-03 22:24:32 main:574] : INFO : Epoch 1914 | loss: 0.0311753 | val_loss: 0.0311827 | Time: 1488.84 ms [2022-02-03 22:24:33 main:574] : INFO : Epoch 1915 | loss: 0.0311759 | val_loss: 0.0311816 | Time: 1520.37 ms [2022-02-03 22:24:35 main:574] : INFO : Epoch 1916 | loss: 0.031176 | val_loss: 0.0311816 | Time: 1477.55 ms [2022-02-03 22:24:36 main:574] : INFO : Epoch 1917 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 1465.28 ms [2022-02-03 22:24:38 main:574] : INFO : Epoch 1918 | loss: 0.0311773 | val_loss: 0.0311824 | Time: 1494.27 ms [2022-02-03 22:24:39 main:574] : INFO : Epoch 1919 | loss: 0.0311792 | val_loss: 0.0311875 | Time: 1496.11 ms [2022-02-03 22:24:41 main:574] : INFO : Epoch 1920 | loss: 0.031178 | val_loss: 0.0311841 | Time: 1517.5 ms [2022-02-03 22:24:42 main:574] : INFO : Epoch 1921 | loss: 0.0311765 | val_loss: 0.0311856 | Time: 1475.87 ms [2022-02-03 22:24:44 main:574] : INFO : Epoch 1922 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 1512.21 ms [2022-02-03 22:24:45 main:574] : INFO : Epoch 1923 | loss: 0.0311759 | val_loss: 0.0311817 | Time: 1503.65 ms [2022-02-03 22:24:47 main:574] : INFO : Epoch 1924 | loss: 0.0311753 | val_loss: 0.0311811 | Time: 1468.49 ms [2022-02-03 22:24:48 main:574] : INFO : Epoch 1925 | loss: 0.0311748 | val_loss: 0.0311805 | Time: 1513.42 ms [2022-02-03 22:24:50 main:574] : INFO : Epoch 1926 | loss: 0.0311741 | val_loss: 0.0311819 | Time: 1494.58 ms [2022-02-03 22:24:51 main:574] : INFO : Epoch 1927 | loss: 0.0311758 | val_loss: 0.0311846 | Time: 1500.42 ms [2022-02-03 22:24:53 main:574] : INFO : Epoch 1928 | loss: 0.0311805 | val_loss: 0.0311829 | Time: 1486.97 ms [2022-02-03 22:24:54 main:574] : INFO : Epoch 1929 | loss: 0.0311769 | val_loss: 0.0311824 | Time: 1466.69 ms [2022-02-03 22:24:56 main:574] : INFO : Epoch 1930 | loss: 0.0311773 | val_loss: 0.0311844 | Time: 1503.44 ms [2022-02-03 22:24:57 main:574] : INFO : Epoch 1931 | loss: 0.0311759 | val_loss: 0.0311836 | Time: 1491.41 ms [2022-02-03 22:24:59 main:574] : INFO : Epoch 1932 | loss: 0.031175 | val_loss: 0.0311876 | Time: 1491.66 ms [2022-02-03 22:25:00 main:574] : INFO : Epoch 1933 | loss: 0.0311798 | val_loss: 0.0311831 | Time: 1506.29 ms [2022-02-03 22:25:02 main:574] : INFO : Epoch 1934 | loss: 0.0311783 | val_loss: 0.0311935 | Time: 1507.35 ms [2022-02-03 22:25:03 main:574] : INFO : Epoch 1935 | loss: 0.031184 | val_loss: 0.0311848 | Time: 1516.38 ms [2022-02-03 22:25:05 main:574] : INFO : Epoch 1936 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 1495.18 ms [2022-02-03 22:25:06 main:574] : INFO : Epoch 1937 | loss: 0.0311739 | val_loss: 0.031184 | Time: 1487.33 ms [2022-02-03 22:25:08 main:574] : INFO : Epoch 1938 | loss: 0.0311758 | val_loss: 0.0311808 | Time: 1492.36 ms [2022-02-03 22:25:09 main:574] : INFO : Epoch 1939 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 1468.29 ms [2022-02-03 22:25:11 main:574] : INFO : Epoch 1940 | loss: 0.0311755 | val_loss: 0.0311833 | Time: 1491.77 ms [2022-02-03 22:25:12 main:574] : INFO : Epoch 1941 | loss: 0.0311759 | val_loss: 0.0311846 | Time: 1494.16 ms [2022-02-03 22:25:14 main:574] : INFO : Epoch 1942 | loss: 0.0311741 | val_loss: 0.0311805 | Time: 1497.33 ms [2022-02-03 22:25:15 main:574] : INFO : Epoch 1943 | loss: 0.031174 | val_loss: 0.0311822 | Time: 1495.26 ms [2022-02-03 22:25:17 main:574] : INFO : Epoch 1944 | loss: 0.0311735 | val_loss: 0.0311836 | Time: 1518.74 ms [2022-02-03 22:25:18 main:574] : INFO : Epoch 1945 | loss: 0.0311729 | val_loss: 0.0311818 | Time: 1482.33 ms [2022-02-03 22:25:20 main:574] : INFO : Epoch 1946 | loss: 0.0311736 | val_loss: 0.0311818 | Time: 1464.44 ms [2022-02-03 22:25:21 main:574] : INFO : Epoch 1947 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 1477.07 ms [2022-02-03 22:25:23 main:574] : INFO : Epoch 1948 | loss: 0.0311737 | val_loss: 0.0311819 | Time: 1480.35 ms [2022-02-03 22:25:24 main:574] : INFO : Epoch 1949 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 1530.03 ms [2022-02-03 22:25:26 main:574] : INFO : Epoch 1950 | loss: 0.0311724 | val_loss: 0.0311816 | Time: 1495.55 ms [2022-02-03 22:25:27 main:574] : INFO : Epoch 1951 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 1478.63 ms [2022-02-03 22:25:29 main:574] : INFO : Epoch 1952 | loss: 0.0311731 | val_loss: 0.0311861 | Time: 1494.43 ms [2022-02-03 22:25:30 main:574] : INFO : Epoch 1953 | loss: 0.0311754 | val_loss: 0.0311809 | Time: 1478.44 ms [2022-02-03 22:25:32 main:574] : INFO : Epoch 1954 | loss: 0.0311716 | val_loss: 0.0311798 | Time: 1497.85 ms [2022-02-03 22:25:33 main:574] : INFO : Epoch 1955 | loss: 0.0311718 | val_loss: 0.0311812 | Time: 1509.71 ms [2022-02-03 22:25:35 main:574] : INFO : Epoch 1956 | loss: 0.0311725 | val_loss: 0.0311817 | Time: 1474.4 ms [2022-02-03 22:25:36 main:574] : INFO : Epoch 1957 | loss: 0.0311742 | val_loss: 0.0311845 | Time: 1473.9 ms [2022-02-03 22:25:37 main:574] : INFO : Epoch 1958 | loss: 0.0311745 | val_loss: 0.0311797 | Time: 1499.7 ms [2022-02-03 22:25:39 main:574] : INFO : Epoch 1959 | loss: 0.0311738 | val_loss: 0.0311826 | Time: 1483.43 ms [2022-02-03 22:25:40 main:574] : INFO : Epoch 1960 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 1491.17 ms [2022-02-03 22:25:42 main:574] : INFO : Epoch 1961 | loss: 0.0311733 | val_loss: 0.0311819 | Time: 1480.73 ms [2022-02-03 22:25:43 main:574] : INFO : Epoch 1962 | loss: 0.0311745 | val_loss: 0.0311814 | Time: 1460.02 ms [2022-02-03 22:25:45 main:574] : INFO : Epoch 1963 | loss: 0.0311738 | val_loss: 0.031182 | Time: 1499.39 ms [2022-02-03 22:25:46 main:574] : INFO : Epoch 1964 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 1494.34 ms [2022-02-03 22:25:48 main:574] : INFO : Epoch 1965 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 1528.51 ms [2022-02-03 22:25:49 main:574] : INFO : Epoch 1966 | loss: 0.0311739 | val_loss: 0.031182 | Time: 1497.52 ms [2022-02-03 22:25:51 main:574] : INFO : Epoch 1967 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 1511.56 ms [2022-02-03 22:25:52 main:574] : INFO : Epoch 1968 | loss: 0.0311754 | val_loss: 0.0311829 | Time: 1468.27 ms [2022-02-03 22:25:54 main:574] : INFO : Epoch 1969 | loss: 0.0311754 | val_loss: 0.0311924 | Time: 1466.86 ms [2022-02-03 22:25:55 main:574] : INFO : Epoch 1970 | loss: 0.0311847 | val_loss: 0.0311924 | Time: 1507.34 ms [2022-02-03 22:25:57 main:574] : INFO : Epoch 1971 | loss: 0.0311948 | val_loss: 0.0311968 | Time: 1501.48 ms [2022-02-03 22:25:58 main:574] : INFO : Epoch 1972 | loss: 0.0312007 | val_loss: 0.0312042 | Time: 1477.38 ms [2022-02-03 22:26:00 main:574] : INFO : Epoch 1973 | loss: 0.0311988 | val_loss: 0.0311946 | Time: 1513.78 ms [2022-02-03 22:26:01 main:574] : INFO : Epoch 1974 | loss: 0.0311957 | val_loss: 0.0311941 | Time: 1492.47 ms [2022-02-03 22:26:03 main:574] : INFO : Epoch 1975 | loss: 0.0311958 | val_loss: 0.0311938 | Time: 1490.04 ms [2022-02-03 22:26:04 main:574] : INFO : Epoch 1976 | loss: 0.0311966 | val_loss: 0.0311921 | Time: 1513.04 ms [2022-02-03 22:26:06 main:574] : INFO : Epoch 1977 | loss: 0.0311956 | val_loss: 0.0311947 | Time: 1529.31 ms [2022-02-03 22:26:07 main:574] : INFO : Epoch 1978 | loss: 0.0311978 | val_loss: 0.0311959 | Time: 1481.58 ms [2022-02-03 22:26:09 main:574] : INFO : Epoch 1979 | loss: 0.0311935 | val_loss: 0.0311945 | Time: 1502.91 ms [2022-02-03 22:26:11 main:574] : INFO : Epoch 1980 | loss: 0.0311948 | val_loss: 0.0311895 | Time: 1509.72 ms [2022-02-03 22:26:12 main:574] : INFO : Epoch 1981 | loss: 0.0311952 | val_loss: 0.0311945 | Time: 1516.28 ms [2022-02-03 22:26:14 main:574] : INFO : Epoch 1982 | loss: 0.0311935 | val_loss: 0.0311895 | Time: 1493.46 ms [2022-02-03 22:26:15 main:574] : INFO : Epoch 1983 | loss: 0.0311913 | val_loss: 0.0311909 | Time: 1504.39 ms [2022-02-03 22:26:17 main:574] : INFO : Epoch 1984 | loss: 0.0311917 | val_loss: 0.0311894 | Time: 1499.61 ms [2022-02-03 22:26:18 main:574] : INFO : Epoch 1985 | loss: 0.0311923 | val_loss: 0.0311911 | Time: 1471.52 ms [2022-02-03 22:26:20 main:574] : INFO : Epoch 1986 | loss: 0.0311929 | val_loss: 0.0311889 | Time: 1494.73 ms [2022-02-03 22:26:21 main:574] : INFO : Epoch 1987 | loss: 0.0311916 | val_loss: 0.0311922 | Time: 1519.61 ms [2022-02-03 22:26:23 main:574] : INFO : Epoch 1988 | loss: 0.0311918 | val_loss: 0.0311891 | Time: 1480.86 ms [2022-02-03 22:26:24 main:574] : INFO : Epoch 1989 | loss: 0.0311898 | val_loss: 0.0311902 | Time: 1482.89 ms [2022-02-03 22:26:26 main:574] : INFO : Epoch 1990 | loss: 0.0311902 | val_loss: 0.031189 | Time: 1487.23 ms [2022-02-03 22:26:27 main:574] : INFO : Epoch 1991 | loss: 0.0311898 | val_loss: 0.0311885 | Time: 1494.24 ms [2022-02-03 22:26:28 main:574] : INFO : Epoch 1992 | loss: 0.03119 | val_loss: 0.0311885 | Time: 1472.8 ms [2022-02-03 22:26:30 main:574] : INFO : Epoch 1993 | loss: 0.0311903 | val_loss: 0.0311888 | Time: 1509.74 ms [2022-02-03 22:26:32 main:574] : INFO : Epoch 1994 | loss: 0.0311893 | val_loss: 0.0311881 | Time: 1486.44 ms [2022-02-03 22:26:33 main:574] : INFO : Epoch 1995 | loss: 0.0311912 | val_loss: 0.0311947 | Time: 1479.71 ms [2022-02-03 22:26:34 main:574] : INFO : Epoch 1996 | loss: 0.0311905 | val_loss: 0.0311882 | Time: 1479.59 ms [2022-02-03 22:26:36 main:574] : INFO : Epoch 1997 | loss: 0.0311898 | val_loss: 0.0311885 | Time: 1503.12 ms [2022-02-03 22:26:37 main:574] : INFO : Epoch 1998 | loss: 0.0311897 | val_loss: 0.031188 | Time: 1469.76 ms [2022-02-03 22:26:39 main:574] : INFO : Epoch 1999 | loss: 0.031189 | val_loss: 0.0311884 | Time: 1487.58 ms [2022-02-03 22:26:41 main:574] : INFO : Epoch 2000 | loss: 0.031189 | val_loss: 0.0311914 | Time: 1565.72 ms [2022-02-03 22:26:42 main:574] : INFO : Epoch 2001 | loss: 0.0311891 | val_loss: 0.0311894 | Time: 1536.28 ms [2022-02-03 22:26:44 main:574] : INFO : Epoch 2002 | loss: 0.0311881 | val_loss: 0.0311878 | Time: 1517.78 ms [2022-02-03 22:26:45 main:574] : INFO : Epoch 2003 | loss: 0.0311896 | val_loss: 0.0311913 | Time: 1498.02 ms [2022-02-03 22:26:47 main:574] : INFO : Epoch 2004 | loss: 0.0311889 | val_loss: 0.0311895 | Time: 1511.47 ms [2022-02-03 22:26:48 main:574] : INFO : Epoch 2005 | loss: 0.0311936 | val_loss: 0.0311917 | Time: 1491.35 ms [2022-02-03 22:26:50 main:574] : INFO : Epoch 2006 | loss: 0.0311949 | val_loss: 0.0311896 | Time: 1513.33 ms [2022-02-03 22:26:51 main:574] : INFO : Epoch 2007 | loss: 0.0311939 | val_loss: 0.0311915 | Time: 1527.89 ms [2022-02-03 22:26:53 main:574] : INFO : Epoch 2008 | loss: 0.0311914 | val_loss: 0.0311889 | Time: 1497.54 ms [2022-02-03 22:26:54 main:574] : INFO : Epoch 2009 | loss: 0.0311889 | val_loss: 0.0311872 | Time: 1511.79 ms [2022-02-03 22:26:56 main:574] : INFO : Epoch 2010 | loss: 0.0311904 | val_loss: 0.0311885 | Time: 1510.87 ms [2022-02-03 22:26:57 main:574] : INFO : Epoch 2011 | loss: 0.0311896 | val_loss: 0.0311854 | Time: 1502.75 ms [2022-02-03 22:26:59 main:574] : INFO : Epoch 2012 | loss: 0.0311875 | val_loss: 0.0311858 | Time: 1490.86 ms [2022-02-03 22:27:00 main:574] : INFO : Epoch 2013 | loss: 0.0311871 | val_loss: 0.0311845 | Time: 1486.12 ms [2022-02-03 22:27:02 main:574] : INFO : Epoch 2014 | loss: 0.0311876 | val_loss: 0.0311876 | Time: 1495.33 ms [2022-02-03 22:27:03 main:574] : INFO : Epoch 2015 | loss: 0.0311909 | val_loss: 0.0311872 | Time: 1509.7 ms [2022-02-03 22:27:05 main:574] : INFO : Epoch 2016 | loss: 0.0311874 | val_loss: 0.0311855 | Time: 1511.53 ms [2022-02-03 22:27:06 main:574] : INFO : Epoch 2017 | loss: 0.031188 | val_loss: 0.0311845 | Time: 1524.04 ms [2022-02-03 22:27:08 main:574] : INFO : Epoch 2018 | loss: 0.0311877 | val_loss: 0.0311862 | Time: 1476.22 ms [2022-02-03 22:27:09 main:574] : INFO : Epoch 2019 | loss: 0.0311864 | val_loss: 0.0311853 | Time: 1494.54 ms [2022-02-03 22:27:11 main:574] : INFO : Epoch 2020 | loss: 0.031187 | val_loss: 0.031187 | Time: 1510.19 ms [2022-02-03 22:27:12 main:574] : INFO : Epoch 2021 | loss: 0.031187 | val_loss: 0.031185 | Time: 1489.97 ms [2022-02-03 22:27:14 main:574] : INFO : Epoch 2022 | loss: 0.0311875 | val_loss: 0.0311843 | Time: 1495.74 ms [2022-02-03 22:27:15 main:574] : INFO : Epoch 2023 | loss: 0.0311885 | val_loss: 0.0311878 | Time: 1498.01 ms [2022-02-03 22:27:17 main:574] : INFO : Epoch 2024 | loss: 0.0311874 | val_loss: 0.0311849 | Time: 1504.48 ms [2022-02-03 22:27:18 main:574] : INFO : Epoch 2025 | loss: 0.0311873 | val_loss: 0.0311882 | Time: 1496.89 ms [2022-02-03 22:27:20 main:574] : INFO : Epoch 2026 | loss: 0.0311893 | val_loss: 0.0311958 | Time: 1496.65 ms [2022-02-03 22:27:21 main:574] : INFO : Epoch 2027 | loss: 0.0311887 | val_loss: 0.0311841 | Time: 1503.51 ms [2022-02-03 22:27:23 main:574] : INFO : Epoch 2028 | loss: 0.0311869 | val_loss: 0.0311889 | Time: 1493.78 ms [2022-02-03 22:27:24 main:574] : INFO : Epoch 2029 | loss: 0.0311881 | val_loss: 0.0311869 | Time: 1487.52 ms [2022-02-03 22:27:26 main:574] : INFO : Epoch 2030 | loss: 0.0311858 | val_loss: 0.0311835 | Time: 1469.37 ms [2022-02-03 22:27:27 main:574] : INFO : Epoch 2031 | loss: 0.0311853 | val_loss: 0.0311836 | Time: 1484.49 ms [2022-02-03 22:27:29 main:574] : INFO : Epoch 2032 | loss: 0.0311861 | val_loss: 0.0311847 | Time: 1505.54 ms [2022-02-03 22:27:30 main:574] : INFO : Epoch 2033 | loss: 0.0311851 | val_loss: 0.0311842 | Time: 1488.77 ms [2022-02-03 22:27:32 main:574] : INFO : Epoch 2034 | loss: 0.0311886 | val_loss: 0.0311859 | Time: 1509.49 ms [2022-02-03 22:27:33 main:574] : INFO : Epoch 2035 | loss: 0.0311967 | val_loss: 0.0311967 | Time: 1497.87 ms [2022-02-03 22:27:35 main:574] : INFO : Epoch 2036 | loss: 0.0312026 | val_loss: 0.0312007 | Time: 1449.27 ms [2022-02-03 22:27:36 main:574] : INFO : Epoch 2037 | loss: 0.0312009 | val_loss: 0.031196 | Time: 1499.08 ms [2022-02-03 22:27:38 main:574] : INFO : Epoch 2038 | loss: 0.0311976 | val_loss: 0.0311943 | Time: 1490.26 ms [2022-02-03 22:27:39 main:574] : INFO : Epoch 2039 | loss: 0.0311975 | val_loss: 0.0311941 | Time: 1502.71 ms [2022-02-03 22:27:41 main:574] : INFO : Epoch 2040 | loss: 0.0311965 | val_loss: 0.0311941 | Time: 1518.38 ms [2022-02-03 22:27:42 main:574] : INFO : Epoch 2041 | loss: 0.031197 | val_loss: 0.0311939 | Time: 1487.19 ms [2022-02-03 22:27:44 main:574] : INFO : Epoch 2042 | loss: 0.0311961 | val_loss: 0.0311967 | Time: 1493.07 ms [2022-02-03 22:27:45 main:574] : INFO : Epoch 2043 | loss: 0.031202 | val_loss: 0.0312017 | Time: 1520.15 ms [2022-02-03 22:27:47 main:574] : INFO : Epoch 2044 | loss: 0.0312057 | val_loss: 0.0312045 | Time: 1544.71 ms [2022-02-03 22:27:48 main:574] : INFO : Epoch 2045 | loss: 0.031205 | val_loss: 0.031201 | Time: 1460.29 ms [2022-02-03 22:27:50 main:574] : INFO : Epoch 2046 | loss: 0.0312041 | val_loss: 0.0311999 | Time: 1473.18 ms [2022-02-03 22:27:51 main:574] : INFO : Epoch 2047 | loss: 0.0312049 | val_loss: 0.0312025 | Time: 1487.84 ms [2022-02-03 22:27:53 main:574] : INFO : Epoch 2048 | loss: 0.0312039 | val_loss: 0.0311993 | Time: 1484.07 ms [2022-02-03 22:27:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311993 [2022-02-03 22:27:53 main:603] : INFO : Saving end state to config to file [2022-02-03 22:27:53 main:608] : INFO : Success, exiting.. 22:27:53 (12304): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)