Task 7665697
| Name | ParityModified-1630349213-659-3_0 |
| Workunit | 5315419 |
| Created | 28 Sep 2021, 4:18:57 UTC |
| Sent | 6 Oct 2021, 23:22:54 UTC |
| Report deadline | 13 Oct 2021, 23:22:54 UTC |
| Received | 7 Oct 2021, 12:39:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 29 sec |
| CPU time | 50 min 24 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> 0-07 08:26:39 main:581] : INFO : Epoch 1538 | loss: 0.0311657 | val_loss: 0.0311693 | Time: 1519.08 ms [2021-10-07 08:26:40 main:581] : INFO : Epoch 1539 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 1442.22 ms [2021-10-07 08:26:42 main:581] : INFO : Epoch 1540 | loss: 0.0311652 | val_loss: 0.0311713 | Time: 1508.93 ms [2021-10-07 08:26:43 main:581] : INFO : Epoch 1541 | loss: 0.0311637 | val_loss: 0.0311709 | Time: 1477.65 ms [2021-10-07 08:26:44 main:581] : INFO : Epoch 1542 | loss: 0.0311638 | val_loss: 0.0311707 | Time: 1464.71 ms [2021-10-07 08:26:46 main:581] : INFO : Epoch 1543 | loss: 0.0311639 | val_loss: 0.0311704 | Time: 1509.81 ms [2021-10-07 08:26:47 main:581] : INFO : Epoch 1544 | loss: 0.0311658 | val_loss: 0.0311701 | Time: 1444.82 ms [2021-10-07 08:26:49 main:581] : INFO : Epoch 1545 | loss: 0.0311629 | val_loss: 0.0311723 | Time: 1473.16 ms [2021-10-07 08:26:50 main:581] : INFO : Epoch 1546 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 1448.65 ms [2021-10-07 08:26:52 main:581] : INFO : Epoch 1547 | loss: 0.0311631 | val_loss: 0.0311706 | Time: 1468.8 ms [2021-10-07 08:26:53 main:581] : INFO : Epoch 1548 | loss: 0.0311618 | val_loss: 0.0311684 | Time: 1448.24 ms [2021-10-07 08:26:55 main:581] : INFO : Epoch 1549 | loss: 0.0311617 | val_loss: 0.031172 | Time: 1505.77 ms [2021-10-07 08:26:56 main:581] : INFO : Epoch 1550 | loss: 0.0311608 | val_loss: 0.0311691 | Time: 1487.11 ms [2021-10-07 08:26:58 main:581] : INFO : Epoch 1551 | loss: 0.031161 | val_loss: 0.0311718 | Time: 1460.27 ms [2021-10-07 08:26:59 main:581] : INFO : Epoch 1552 | loss: 0.03116 | val_loss: 0.0311695 | Time: 1456.05 ms [2021-10-07 08:27:01 main:581] : INFO : Epoch 1553 | loss: 0.0311595 | val_loss: 0.0311679 | Time: 1466.05 ms [2021-10-07 08:27:02 main:581] : INFO : Epoch 1554 | loss: 0.0311592 | val_loss: 0.0311697 | Time: 1499.71 ms [2021-10-07 08:27:04 main:581] : INFO : Epoch 1555 | loss: 0.0311592 | val_loss: 0.0311697 | Time: 1485.11 ms [2021-10-07 08:27:05 main:581] : INFO : Epoch 1556 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 1453.38 ms [2021-10-07 08:27:07 main:581] : INFO : Epoch 1557 | loss: 0.0311592 | val_loss: 0.0311693 | Time: 1495.33 ms [2021-10-07 08:27:08 main:581] : INFO : Epoch 1558 | loss: 0.0311603 | val_loss: 0.0311713 | Time: 1484.42 ms [2021-10-07 08:27:10 main:581] : INFO : Epoch 1559 | loss: 0.0311616 | val_loss: 0.0311684 | Time: 1521.76 ms [2021-10-07 08:27:11 main:581] : INFO : Epoch 1560 | loss: 0.031159 | val_loss: 0.031168 | Time: 1468.31 ms [2021-10-07 08:27:13 main:581] : INFO : Epoch 1561 | loss: 0.0311597 | val_loss: 0.031168 | Time: 1484.2 ms [2021-10-07 08:27:14 main:581] : INFO : Epoch 1562 | loss: 0.0311584 | val_loss: 0.0311678 | Time: 1465.5 ms [2021-10-07 08:27:15 main:581] : INFO : Epoch 1563 | loss: 0.031159 | val_loss: 0.0311678 | Time: 1442.22 ms [2021-10-07 08:27:17 main:581] : INFO : Epoch 1564 | loss: 0.0311594 | val_loss: 0.0311675 | Time: 1466.59 ms [2021-10-07 08:27:18 main:581] : INFO : Epoch 1565 | loss: 0.031158 | val_loss: 0.0311681 | Time: 1437.39 ms [2021-10-07 08:27:20 main:581] : INFO : Epoch 1566 | loss: 0.031159 | val_loss: 0.0311698 | Time: 1491.08 ms [2021-10-07 08:27:21 main:581] : INFO : Epoch 1567 | loss: 0.0311603 | val_loss: 0.0311678 | Time: 1492.54 ms [2021-10-07 08:27:23 main:581] : INFO : Epoch 1568 | loss: 0.0311598 | val_loss: 0.031169 | Time: 1471.81 ms [2021-10-07 08:27:24 main:581] : INFO : Epoch 1569 | loss: 0.0311601 | val_loss: 0.0311669 | Time: 1493.28 ms [2021-10-07 08:27:26 main:581] : INFO : Epoch 1570 | loss: 0.0311595 | val_loss: 0.0311674 | Time: 1477.66 ms [2021-10-07 08:27:27 main:581] : INFO : Epoch 1571 | loss: 0.0311599 | val_loss: 0.0311684 | Time: 1455.37 ms [2021-10-07 08:27:29 main:581] : INFO : Epoch 1572 | loss: 0.0311599 | val_loss: 0.0311674 | Time: 1471.1 ms [2021-10-07 08:27:30 main:581] : INFO : Epoch 1573 | loss: 0.0311609 | val_loss: 0.0311673 | Time: 1490.21 ms [2021-10-07 08:27:32 main:581] : INFO : Epoch 1574 | loss: 0.0311603 | val_loss: 0.0311664 | Time: 1496.71 ms [2021-10-07 08:27:33 main:581] : INFO : Epoch 1575 | loss: 0.0311603 | val_loss: 0.0311664 | Time: 1462.67 ms [2021-10-07 08:27:35 main:581] : INFO : Epoch 1576 | loss: 0.031163 | val_loss: 0.031167 | Time: 1464.97 ms [2021-10-07 08:27:36 main:581] : INFO : Epoch 1577 | loss: 0.0311604 | val_loss: 0.0311666 | Time: 1460.15 ms [2021-10-07 08:27:38 main:581] : INFO : Epoch 1578 | loss: 0.0311592 | val_loss: 0.0311689 | Time: 1465.41 ms [2021-10-07 08:27:39 main:581] : INFO : Epoch 1579 | loss: 0.0311603 | val_loss: 0.0311676 | Time: 1449.31 ms [2021-10-07 08:27:40 main:581] : INFO : Epoch 1580 | loss: 0.0311593 | val_loss: 0.031166 | Time: 1478.22 ms [2021-10-07 08:27:42 main:581] : INFO : Epoch 1581 | loss: 0.0311587 | val_loss: 0.0311681 | Time: 1473.24 ms [2021-10-07 08:27:43 main:581] : INFO : Epoch 1582 | loss: 0.0311597 | val_loss: 0.0311683 | Time: 1470.84 ms [2021-10-07 08:27:45 main:581] : INFO : Epoch 1583 | loss: 0.0311588 | val_loss: 0.0311692 | Time: 1474.56 ms [2021-10-07 08:27:46 main:581] : INFO : Epoch 1584 | loss: 0.03116 | val_loss: 0.0311681 | Time: 1458.63 ms [2021-10-07 08:27:48 main:581] : INFO : Epoch 1585 | loss: 0.0311626 | val_loss: 0.0311676 | Time: 1442.57 ms [2021-10-07 08:27:49 main:581] : INFO : Epoch 1586 | loss: 0.031161 | val_loss: 0.0311673 | Time: 1455.29 ms [2021-10-07 08:27:51 main:581] : INFO : Epoch 1587 | loss: 0.0311615 | val_loss: 0.031169 | Time: 1469.11 ms [2021-10-07 08:27:52 main:581] : INFO : Epoch 1588 | loss: 0.0311596 | val_loss: 0.031169 | Time: 1467.38 ms [2021-10-07 08:27:54 main:581] : INFO : Epoch 1589 | loss: 0.0311581 | val_loss: 0.0311691 | Time: 1463.85 ms [2021-10-07 08:27:55 main:581] : INFO : Epoch 1590 | loss: 0.0311595 | val_loss: 0.0311692 | Time: 1479.57 ms [2021-10-07 08:27:57 main:581] : INFO : Epoch 1591 | loss: 0.0311598 | val_loss: 0.031169 | Time: 1469.94 ms [2021-10-07 08:27:58 main:581] : INFO : Epoch 1592 | loss: 0.0311592 | val_loss: 0.0311694 | Time: 1453.23 ms [2021-10-07 08:27:59 main:581] : INFO : Epoch 1593 | loss: 0.0311596 | val_loss: 0.0311688 | Time: 1466.72 ms [2021-10-07 08:28:01 main:581] : INFO : Epoch 1594 | loss: 0.0311596 | val_loss: 0.0311711 | Time: 1474.81 ms [2021-10-07 08:28:02 main:581] : INFO : Epoch 1595 | loss: 0.0311597 | val_loss: 0.031169 | Time: 1460.32 ms [2021-10-07 08:28:04 main:581] : INFO : Epoch 1596 | loss: 0.0311593 | val_loss: 0.0311675 | Time: 1479.98 ms [2021-10-07 08:28:05 main:581] : INFO : Epoch 1597 | loss: 0.0311607 | val_loss: 0.0311729 | Time: 1463.67 ms [2021-10-07 08:28:07 main:581] : INFO : Epoch 1598 | loss: 0.031159 | val_loss: 0.0311691 | Time: 1526.98 ms [2021-10-07 08:28:08 main:581] : INFO : Epoch 1599 | loss: 0.0311594 | val_loss: 0.0311723 | Time: 1471.72 ms [2021-10-07 08:28:10 main:581] : INFO : Epoch 1600 | loss: 0.0311589 | val_loss: 0.0311706 | Time: 1471.06 ms [2021-10-07 08:28:11 main:581] : INFO : Epoch 1601 | loss: 0.0311593 | val_loss: 0.0311699 | Time: 1530.67 ms [2021-10-07 08:28:13 main:581] : INFO : Epoch 1602 | loss: 0.0311604 | val_loss: 0.0311682 | Time: 1579.02 ms [2021-10-07 08:28:14 main:581] : INFO : Epoch 1603 | loss: 0.0311596 | val_loss: 0.0311707 | Time: 1470.71 ms [2021-10-07 08:28:16 main:581] : INFO : Epoch 1604 | loss: 0.0311598 | val_loss: 0.0311704 | Time: 1434.6 ms [2021-10-07 08:28:17 main:581] : INFO : Epoch 1605 | loss: 0.0311608 | val_loss: 0.0311714 | Time: 1478 ms [2021-10-07 08:28:19 main:581] : INFO : Epoch 1606 | loss: 0.0311592 | val_loss: 0.0311699 | Time: 1572.08 ms [2021-10-07 08:28:20 main:581] : INFO : Epoch 1607 | loss: 0.0311597 | val_loss: 0.031174 | Time: 1480.38 ms [2021-10-07 08:28:22 main:581] : INFO : Epoch 1608 | loss: 0.0311589 | val_loss: 0.031169 | Time: 1440.28 ms [2021-10-07 08:28:23 main:581] : INFO : Epoch 1609 | loss: 0.0311578 | val_loss: 0.0311698 | Time: 1488.12 ms [2021-10-07 08:28:25 main:581] : INFO : Epoch 1610 | loss: 0.0311581 | val_loss: 0.0311691 | Time: 1544.73 ms [2021-10-07 08:28:26 main:581] : INFO : Epoch 1611 | loss: 0.0311577 | val_loss: 0.031168 | Time: 1448.24 ms [2021-10-07 08:28:28 main:581] : INFO : Epoch 1612 | loss: 0.0311578 | val_loss: 0.031171 | Time: 1461.12 ms [2021-10-07 08:28:29 main:581] : INFO : Epoch 1613 | loss: 0.0311578 | val_loss: 0.0311675 | Time: 1462.8 ms [2021-10-07 08:28:31 main:581] : INFO : Epoch 1614 | loss: 0.0311565 | val_loss: 0.0311677 | Time: 1472.66 ms [2021-10-07 08:28:32 main:581] : INFO : Epoch 1615 | loss: 0.031156 | val_loss: 0.0311679 | Time: 1474.28 ms [2021-10-07 08:28:34 main:581] : INFO : Epoch 1616 | loss: 0.0311573 | val_loss: 0.0311676 | Time: 1477.97 ms [2021-10-07 08:28:35 main:581] : INFO : Epoch 1617 | loss: 0.0311607 | val_loss: 0.031168 | Time: 1505.19 ms [2021-10-07 08:28:37 main:581] : INFO : Epoch 1618 | loss: 0.0311621 | val_loss: 0.0311707 | Time: 1515.27 ms [2021-10-07 08:28:38 main:581] : INFO : Epoch 1619 | loss: 0.0311623 | val_loss: 0.0311686 | Time: 1528.31 ms [2021-10-07 08:28:40 main:581] : INFO : Epoch 1620 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 1476 ms [2021-10-07 08:28:41 main:581] : INFO : Epoch 1621 | loss: 0.0311608 | val_loss: 0.0311664 | Time: 1477.19 ms [2021-10-07 08:28:43 main:581] : INFO : Epoch 1622 | loss: 0.0311611 | val_loss: 0.0311704 | Time: 1446.4 ms [2021-10-07 08:28:44 main:581] : INFO : Epoch 1623 | loss: 0.0311688 | val_loss: 0.031172 | Time: 1469.45 ms [2021-10-07 08:28:46 main:581] : INFO : Epoch 1624 | loss: 0.031167 | val_loss: 0.0311704 | Time: 1453.56 ms [2021-10-07 08:28:47 main:581] : INFO : Epoch 1625 | loss: 0.0311657 | val_loss: 0.0311724 | Time: 1461.79 ms [2021-10-07 08:28:49 main:581] : INFO : Epoch 1626 | loss: 0.0311655 | val_loss: 0.0311715 | Time: 1507.69 ms [2021-10-07 08:28:50 main:581] : INFO : Epoch 1627 | loss: 0.0311658 | val_loss: 0.0311692 | Time: 1449.9 ms [2021-10-07 08:28:51 main:581] : INFO : Epoch 1628 | loss: 0.0311652 | val_loss: 0.0311687 | Time: 1467.85 ms [2021-10-07 08:28:53 main:581] : INFO : Epoch 1629 | loss: 0.0311651 | val_loss: 0.0311683 | Time: 1484.47 ms [2021-10-07 08:28:54 main:581] : INFO : Epoch 1630 | loss: 0.0311637 | val_loss: 0.0311722 | Time: 1451.19 ms [2021-10-07 08:28:56 main:581] : INFO : Epoch 1631 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 1436.61 ms [2021-10-07 08:28:57 main:581] : INFO : Epoch 1632 | loss: 0.0311661 | val_loss: 0.0311673 | Time: 1422.71 ms [2021-10-07 08:28:59 main:581] : INFO : Epoch 1633 | loss: 0.0311651 | val_loss: 0.0311685 | Time: 1461.35 ms [2021-10-07 08:29:00 main:581] : INFO : Epoch 1634 | loss: 0.0311669 | val_loss: 0.0311699 | Time: 1458.24 ms [2021-10-07 08:29:02 main:581] : INFO : Epoch 1635 | loss: 0.031165 | val_loss: 0.031171 | Time: 1437.47 ms [2021-10-07 08:29:03 main:581] : INFO : Epoch 1636 | loss: 0.0311627 | val_loss: 0.0311679 | Time: 1451.57 ms [2021-10-07 08:29:04 main:581] : INFO : Epoch 1637 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 1458.05 ms [2021-10-07 08:29:06 main:581] : INFO : Epoch 1638 | loss: 0.0311648 | val_loss: 0.0311678 | Time: 1460.62 ms [2021-10-07 08:29:07 main:581] : INFO : Epoch 1639 | loss: 0.0311651 | val_loss: 0.0311718 | Time: 1516.42 ms [2021-10-07 08:29:09 main:581] : INFO : Epoch 1640 | loss: 0.0311661 | val_loss: 0.0311692 | Time: 1469.11 ms [2021-10-07 08:29:10 main:581] : INFO : Epoch 1641 | loss: 0.031165 | val_loss: 0.0311692 | Time: 1509.12 ms [2021-10-07 08:29:12 main:581] : INFO : Epoch 1642 | loss: 0.0311639 | val_loss: 0.0311669 | Time: 1468.24 ms [2021-10-07 08:29:13 main:581] : INFO : Epoch 1643 | loss: 0.0311637 | val_loss: 0.0311676 | Time: 1482.31 ms [2021-10-07 08:29:15 main:581] : INFO : Epoch 1644 | loss: 0.0311628 | val_loss: 0.0311677 | Time: 1547.8 ms [2021-10-07 08:29:16 main:581] : INFO : Epoch 1645 | loss: 0.0311626 | val_loss: 0.0311668 | Time: 1452.34 ms [2021-10-07 08:29:18 main:581] : INFO : Epoch 1646 | loss: 0.0311628 | val_loss: 0.0311713 | Time: 1477.58 ms [2021-10-07 08:29:19 main:581] : INFO : Epoch 1647 | loss: 0.0311659 | val_loss: 0.0311681 | Time: 1536.03 ms [2021-10-07 08:29:21 main:581] : INFO : Epoch 1648 | loss: 0.0311625 | val_loss: 0.0311683 | Time: 1467.13 ms [2021-10-07 08:29:23 main:581] : INFO : Epoch 1649 | loss: 0.0311639 | val_loss: 0.0311661 | Time: 1627.32 ms [2021-10-07 08:29:24 main:581] : INFO : Epoch 1650 | loss: 0.0311628 | val_loss: 0.0311662 | Time: 1511.31 ms [2021-10-07 08:29:26 main:581] : INFO : Epoch 1651 | loss: 0.0311629 | val_loss: 0.0311685 | Time: 1498.98 ms [2021-10-07 08:29:27 main:581] : INFO : Epoch 1652 | loss: 0.0311629 | val_loss: 0.0311666 | Time: 1466.71 ms [2021-10-07 08:29:28 main:581] : INFO : Epoch 1653 | loss: 0.0311619 | val_loss: 0.0311668 | Time: 1485.28 ms [2021-10-07 08:29:30 main:581] : INFO : Epoch 1654 | loss: 0.0311627 | val_loss: 0.031175 | Time: 1471.68 ms [2021-10-07 08:29:32 main:581] : INFO : Epoch 1655 | loss: 0.0311618 | val_loss: 0.0311713 | Time: 1585.99 ms [2021-10-07 08:29:33 main:581] : INFO : Epoch 1656 | loss: 0.0311604 | val_loss: 0.0311657 | Time: 1448.84 ms [2021-10-07 08:29:34 main:581] : INFO : Epoch 1657 | loss: 0.03116 | val_loss: 0.0311677 | Time: 1449.44 ms [2021-10-07 08:29:36 main:581] : INFO : Epoch 1658 | loss: 0.0311594 | val_loss: 0.0311673 | Time: 1480.99 ms [2021-10-07 08:29:37 main:581] : INFO : Epoch 1659 | loss: 0.0311595 | val_loss: 0.0311669 | Time: 1470.87 ms [2021-10-07 08:29:39 main:581] : INFO : Epoch 1660 | loss: 0.0311591 | val_loss: 0.0311663 | Time: 1493.03 ms [2021-10-07 08:29:40 main:581] : INFO : Epoch 1661 | loss: 0.0311617 | val_loss: 0.031166 | Time: 1467.87 ms [2021-10-07 08:29:42 main:581] : INFO : Epoch 1662 | loss: 0.0311613 | val_loss: 0.0311678 | Time: 1447.83 ms [2021-10-07 08:29:43 main:581] : INFO : Epoch 1663 | loss: 0.0311601 | val_loss: 0.0311665 | Time: 1434.43 ms [2021-10-07 08:29:45 main:581] : INFO : Epoch 1664 | loss: 0.0311602 | val_loss: 0.0311664 | Time: 1523.45 ms [2021-10-07 08:29:46 main:581] : INFO : Epoch 1665 | loss: 0.0311608 | val_loss: 0.0311664 | Time: 1469.9 ms [2021-10-07 08:29:48 main:581] : INFO : Epoch 1666 | loss: 0.03116 | val_loss: 0.0311672 | Time: 1455.07 ms [2021-10-07 08:29:49 main:581] : INFO : Epoch 1667 | loss: 0.0311622 | val_loss: 0.0311653 | Time: 1473.66 ms [2021-10-07 08:29:51 main:581] : INFO : Epoch 1668 | loss: 0.0311611 | val_loss: 0.031173 | Time: 1476.71 ms [2021-10-07 08:29:52 main:581] : INFO : Epoch 1669 | loss: 0.0311608 | val_loss: 0.0311726 | Time: 1458.4 ms [2021-10-07 08:29:54 main:581] : INFO : Epoch 1670 | loss: 0.0311596 | val_loss: 0.0311669 | Time: 1463.08 ms [2021-10-07 08:29:55 main:581] : INFO : Epoch 1671 | loss: 0.0311578 | val_loss: 0.0311653 | Time: 1465.66 ms [2021-10-07 08:29:56 main:581] : INFO : Epoch 1672 | loss: 0.031159 | val_loss: 0.0311658 | Time: 1485.17 ms [2021-10-07 08:29:58 main:581] : INFO : Epoch 1673 | loss: 0.0311578 | val_loss: 0.0311651 | Time: 1484.6 ms [2021-10-07 08:29:59 main:581] : INFO : Epoch 1674 | loss: 0.031159 | val_loss: 0.0311652 | Time: 1501.31 ms [2021-10-07 08:30:01 main:581] : INFO : Epoch 1675 | loss: 0.0311574 | val_loss: 0.0311702 | Time: 1501.5 ms [2021-10-07 08:30:02 main:581] : INFO : Epoch 1676 | loss: 0.0311587 | val_loss: 0.0311647 | Time: 1489.86 ms [2021-10-07 08:30:04 main:581] : INFO : Epoch 1677 | loss: 0.0311581 | val_loss: 0.0311671 | Time: 1494.4 ms [2021-10-07 08:30:05 main:581] : INFO : Epoch 1678 | loss: 0.031159 | val_loss: 0.031167 | Time: 1470.79 ms [2021-10-07 08:30:07 main:581] : INFO : Epoch 1679 | loss: 0.0311588 | val_loss: 0.0311687 | Time: 1498.67 ms [2021-10-07 08:30:08 main:581] : INFO : Epoch 1680 | loss: 0.0311587 | val_loss: 0.0311691 | Time: 1475.14 ms [2021-10-07 08:30:10 main:581] : INFO : Epoch 1681 | loss: 0.0311591 | val_loss: 0.0311684 | Time: 1460.62 ms [2021-10-07 08:30:11 main:581] : INFO : Epoch 1682 | loss: 0.0311575 | val_loss: 0.0311685 | Time: 1471.89 ms [2021-10-07 08:30:13 main:581] : INFO : Epoch 1683 | loss: 0.031159 | val_loss: 0.0311677 | Time: 1456.31 ms [2021-10-07 08:30:14 main:581] : INFO : Epoch 1684 | loss: 0.0311577 | val_loss: 0.0311747 | Time: 1465.9 ms [2021-10-07 08:30:16 main:581] : INFO : Epoch 1685 | loss: 0.0311579 | val_loss: 0.0311675 | Time: 1478.57 ms [2021-10-07 08:30:17 main:581] : INFO : Epoch 1686 | loss: 0.0311568 | val_loss: 0.0311676 | Time: 1473.36 ms [2021-10-07 08:30:19 main:581] : INFO : Epoch 1687 | loss: 0.0311564 | val_loss: 0.0311706 | Time: 1453.56 ms [2021-10-07 08:30:20 main:581] : INFO : Epoch 1688 | loss: 0.0311578 | val_loss: 0.0311682 | Time: 1563.92 ms [2021-10-07 08:30:22 main:581] : INFO : Epoch 1689 | loss: 0.0311619 | val_loss: 0.0311856 | Time: 1500.57 ms [2021-10-07 08:30:23 main:581] : INFO : Epoch 1690 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1486.62 ms [2021-10-07 08:30:25 main:581] : INFO : Epoch 1691 | loss: 0.0311582 | val_loss: 0.0311711 | Time: 1509.7 ms [2021-10-07 08:30:26 main:581] : INFO : Epoch 1692 | loss: 0.0311579 | val_loss: 0.0311683 | Time: 1494.57 ms [2021-10-07 08:30:28 main:581] : INFO : Epoch 1693 | loss: 0.0311585 | val_loss: 0.0311744 | Time: 1585.98 ms [2021-10-07 08:30:29 main:581] : INFO : Epoch 1694 | loss: 0.0311575 | val_loss: 0.0311687 | Time: 1535.52 ms [2021-10-07 08:30:31 main:581] : INFO : Epoch 1695 | loss: 0.0311568 | val_loss: 0.0311675 | Time: 1459.59 ms [2021-10-07 08:30:32 main:581] : INFO : Epoch 1696 | loss: 0.0311568 | val_loss: 0.0311729 | Time: 1489.13 ms [2021-10-07 08:30:34 main:581] : INFO : Epoch 1697 | loss: 0.0311576 | val_loss: 0.0311674 | Time: 1508.97 ms [2021-10-07 08:30:35 main:581] : INFO : Epoch 1698 | loss: 0.0311566 | val_loss: 0.0311696 | Time: 1523.91 ms [2021-10-07 08:30:37 main:581] : INFO : Epoch 1699 | loss: 0.0311585 | val_loss: 0.0311668 | Time: 1604.22 ms [2021-10-07 08:30:38 main:581] : INFO : Epoch 1700 | loss: 0.0311587 | val_loss: 0.0311671 | Time: 1446.56 ms [2021-10-07 08:30:40 main:581] : INFO : Epoch 1701 | loss: 0.0311567 | val_loss: 0.0311687 | Time: 1451.29 ms [2021-10-07 08:30:41 main:581] : INFO : Epoch 1702 | loss: 0.0311555 | val_loss: 0.0311676 | Time: 1479.21 ms [2021-10-07 08:30:43 main:581] : INFO : Epoch 1703 | loss: 0.0311544 | val_loss: 0.031167 | Time: 1493.22 ms [2021-10-07 08:30:44 main:581] : INFO : Epoch 1704 | loss: 0.0311548 | val_loss: 0.0311665 | Time: 1446.16 ms [2021-10-07 08:30:46 main:581] : INFO : Epoch 1705 | loss: 0.0311546 | val_loss: 0.0311676 | Time: 1480.75 ms [2021-10-07 08:30:47 main:581] : INFO : Epoch 1706 | loss: 0.0311549 | val_loss: 0.031166 | Time: 1474.22 ms [2021-10-07 08:30:49 main:581] : INFO : Epoch 1707 | loss: 0.0311551 | val_loss: 0.0311687 | Time: 1469.73 ms [2021-10-07 08:30:50 main:581] : INFO : Epoch 1708 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 1475.67 ms [2021-10-07 08:30:52 main:581] : INFO : Epoch 1709 | loss: 0.0311541 | val_loss: 0.0311682 | Time: 1477.34 ms [2021-10-07 08:30:53 main:581] : INFO : Epoch 1710 | loss: 0.03116 | val_loss: 0.0311686 | Time: 1449.66 ms [2021-10-07 08:30:55 main:581] : INFO : Epoch 1711 | loss: 0.0311591 | val_loss: 0.0311667 | Time: 1476.57 ms [2021-10-07 08:30:56 main:581] : INFO : Epoch 1712 | loss: 0.0311592 | val_loss: 0.0311721 | Time: 1492.19 ms [2021-10-07 08:30:58 main:581] : INFO : Epoch 1713 | loss: 0.0311604 | val_loss: 0.0311743 | Time: 1464.12 ms [2021-10-07 08:30:59 main:581] : INFO : Epoch 1714 | loss: 0.0311605 | val_loss: 0.0311695 | Time: 1487.44 ms [2021-10-07 08:31:00 main:581] : INFO : Epoch 1715 | loss: 0.031157 | val_loss: 0.0311703 | Time: 1471.94 ms [2021-10-07 08:31:02 main:581] : INFO : Epoch 1716 | loss: 0.0311601 | val_loss: 0.0311681 | Time: 1470.01 ms [2021-10-07 08:31:03 main:581] : INFO : Epoch 1717 | loss: 0.0311574 | val_loss: 0.0311704 | Time: 1485.69 ms [2021-10-07 08:31:05 main:581] : INFO : Epoch 1718 | loss: 0.031158 | val_loss: 0.0311692 | Time: 1480.68 ms [2021-10-07 08:31:06 main:581] : INFO : Epoch 1719 | loss: 0.0311567 | val_loss: 0.0311673 | Time: 1480.44 ms [2021-10-07 08:31:08 main:581] : INFO : Epoch 1720 | loss: 0.0311568 | val_loss: 0.031168 | Time: 1451.26 ms [2021-10-07 08:31:09 main:581] : INFO : Epoch 1721 | loss: 0.0311575 | val_loss: 0.0311696 | Time: 1464.83 ms [2021-10-07 08:31:11 main:581] : INFO : Epoch 1722 | loss: 0.0311567 | val_loss: 0.0311789 | Time: 1486.91 ms [2021-10-07 08:31:12 main:581] : INFO : Epoch 1723 | loss: 0.0311639 | val_loss: 0.0311684 | Time: 1433.85 ms [2021-10-07 08:31:14 main:581] : INFO : Epoch 1724 | loss: 0.0311628 | val_loss: 0.0311745 | Time: 1459.24 ms [2021-10-07 08:31:15 main:581] : INFO : Epoch 1725 | loss: 0.0311619 | val_loss: 0.0311672 | Time: 1446.54 ms [2021-10-07 08:31:17 main:581] : INFO : Epoch 1726 | loss: 0.0311594 | val_loss: 0.0311737 | Time: 1594.07 ms [2021-10-07 08:31:18 main:581] : INFO : Epoch 1727 | loss: 0.0311579 | val_loss: 0.0311655 | Time: 1509.6 ms [2021-10-07 08:31:20 main:581] : INFO : Epoch 1728 | loss: 0.0311598 | val_loss: 0.0311665 | Time: 1523.81 ms [2021-10-07 08:31:21 main:581] : INFO : Epoch 1729 | loss: 0.0311566 | val_loss: 0.0311665 | Time: 1517.44 ms [2021-10-07 08:31:23 main:581] : INFO : Epoch 1730 | loss: 0.0311552 | val_loss: 0.0311658 | Time: 1487.29 ms [2021-10-07 08:31:24 main:581] : INFO : Epoch 1731 | loss: 0.031154 | val_loss: 0.0311657 | Time: 1466.88 ms [2021-10-07 08:31:26 main:581] : INFO : Epoch 1732 | loss: 0.031155 | val_loss: 0.0311673 | Time: 1463.57 ms [2021-10-07 08:31:27 main:581] : INFO : Epoch 1733 | loss: 0.031156 | val_loss: 0.0311679 | Time: 1456.23 ms [2021-10-07 08:31:29 main:581] : INFO : Epoch 1734 | loss: 0.0311566 | val_loss: 0.031166 | Time: 1456.87 ms [2021-10-07 08:31:30 main:581] : INFO : Epoch 1735 | loss: 0.0311565 | val_loss: 0.0311692 | Time: 1492.95 ms [2021-10-07 08:31:32 main:581] : INFO : Epoch 1736 | loss: 0.0311571 | val_loss: 0.0311678 | Time: 1454.41 ms [2021-10-07 08:31:33 main:581] : INFO : Epoch 1737 | loss: 0.0311571 | val_loss: 0.0311659 | Time: 1451.58 ms [2021-10-07 08:31:34 main:581] : INFO : Epoch 1738 | loss: 0.0311568 | val_loss: 0.0311692 | Time: 1454.53 ms [2021-10-07 08:31:36 main:581] : INFO : Epoch 1739 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 1462.74 ms [2021-10-07 08:31:37 main:581] : INFO : Epoch 1740 | loss: 0.0311572 | val_loss: 0.0311672 | Time: 1448.22 ms [2021-10-07 08:31:39 main:581] : INFO : Epoch 1741 | loss: 0.0311584 | val_loss: 0.0311678 | Time: 1449.9 ms [2021-10-07 08:31:40 main:581] : INFO : Epoch 1742 | loss: 0.0311588 | val_loss: 0.0311667 | Time: 1495.09 ms [2021-10-07 08:31:42 main:581] : INFO : Epoch 1743 | loss: 0.0311571 | val_loss: 0.0311716 | Time: 1453.78 ms [2021-10-07 08:31:43 main:581] : INFO : Epoch 1744 | loss: 0.0311582 | val_loss: 0.0311695 | Time: 1507.75 ms [2021-10-07 08:31:45 main:581] : INFO : Epoch 1745 | loss: 0.0311594 | val_loss: 0.0311697 | Time: 1457.93 ms [2021-10-07 08:31:46 main:581] : INFO : Epoch 1746 | loss: 0.0311573 | val_loss: 0.0311678 | Time: 1455.9 ms [2021-10-07 08:31:48 main:581] : INFO : Epoch 1747 | loss: 0.0311557 | val_loss: 0.0311684 | Time: 1463.62 ms [2021-10-07 08:31:49 main:581] : INFO : Epoch 1748 | loss: 0.0311546 | val_loss: 0.0311691 | Time: 1477.88 ms [2021-10-07 08:31:51 main:581] : INFO : Epoch 1749 | loss: 0.0311569 | val_loss: 0.0311719 | Time: 1451.5 ms [2021-10-07 08:31:52 main:581] : INFO : Epoch 1750 | loss: 0.0311568 | val_loss: 0.0311728 | Time: 1464.27 ms [2021-10-07 08:31:54 main:581] : INFO : Epoch 1751 | loss: 0.0311601 | val_loss: 0.031172 | Time: 1456.41 ms [2021-10-07 08:31:55 main:581] : INFO : Epoch 1752 | loss: 0.0311584 | val_loss: 0.0311687 | Time: 1492.28 ms [2021-10-07 08:31:56 main:581] : INFO : Epoch 1753 | loss: 0.0311624 | val_loss: 0.0311676 | Time: 1482.91 ms [2021-10-07 08:31:58 main:581] : INFO : Epoch 1754 | loss: 0.0311585 | val_loss: 0.031169 | Time: 1454.15 ms [2021-10-07 08:31:59 main:581] : INFO : Epoch 1755 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 1493.51 ms [2021-10-07 08:32:01 main:581] : INFO : Epoch 1756 | loss: 0.0311593 | val_loss: 0.0311682 | Time: 1487.31 ms [2021-10-07 08:32:02 main:581] : INFO : Epoch 1757 | loss: 0.0311605 | val_loss: 0.0311706 | Time: 1445.2 ms [2021-10-07 08:32:04 main:581] : INFO : Epoch 1758 | loss: 0.0311617 | val_loss: 0.0311693 | Time: 1481.69 ms [2021-10-07 08:32:05 main:581] : INFO : Epoch 1759 | loss: 0.0311599 | val_loss: 0.0311711 | Time: 1488.37 ms [2021-10-07 08:32:07 main:581] : INFO : Epoch 1760 | loss: 0.0311593 | val_loss: 0.0311672 | Time: 1488.52 ms [2021-10-07 08:32:08 main:581] : INFO : Epoch 1761 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 1469.54 ms [2021-10-07 08:32:10 main:581] : INFO : Epoch 1762 | loss: 0.0311579 | val_loss: 0.0311679 | Time: 1514.64 ms [2021-10-07 08:32:11 main:581] : INFO : Epoch 1763 | loss: 0.0311572 | val_loss: 0.0311679 | Time: 1499.53 ms [2021-10-07 08:32:13 main:581] : INFO : Epoch 1764 | loss: 0.0311564 | val_loss: 0.0311665 | Time: 1519.57 ms [2021-10-07 08:32:14 main:581] : INFO : Epoch 1765 | loss: 0.0311606 | val_loss: 0.0311659 | Time: 1464.15 ms [2021-10-07 08:32:16 main:581] : INFO : Epoch 1766 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 1485.42 ms [2021-10-07 08:32:17 main:581] : INFO : Epoch 1767 | loss: 0.0311636 | val_loss: 0.031177 | Time: 1484.11 ms [2021-10-07 08:32:19 main:581] : INFO : Epoch 1768 | loss: 0.0311664 | val_loss: 0.0311691 | Time: 1487.42 ms [2021-10-07 08:32:20 main:581] : INFO : Epoch 1769 | loss: 0.0311665 | val_loss: 0.0311699 | Time: 1468.07 ms [2021-10-07 08:32:22 main:581] : INFO : Epoch 1770 | loss: 0.0311655 | val_loss: 0.0311707 | Time: 1497.38 ms [2021-10-07 08:32:23 main:581] : INFO : Epoch 1771 | loss: 0.031165 | val_loss: 0.031172 | Time: 1476.36 ms [2021-10-07 08:32:25 main:581] : INFO : Epoch 1772 | loss: 0.0311643 | val_loss: 0.0311679 | Time: 1448.79 ms [2021-10-07 08:32:26 main:581] : INFO : Epoch 1773 | loss: 0.0311637 | val_loss: 0.0311704 | Time: 1452.87 ms [2021-10-07 08:32:28 main:581] : INFO : Epoch 1774 | loss: 0.0311623 | val_loss: 0.0311679 | Time: 1458.89 ms [2021-10-07 08:32:29 main:581] : INFO : Epoch 1775 | loss: 0.0311613 | val_loss: 0.0311674 | Time: 1448.2 ms [2021-10-07 08:32:30 main:581] : INFO : Epoch 1776 | loss: 0.0311617 | val_loss: 0.031169 | Time: 1474.46 ms [2021-10-07 08:32:32 main:581] : INFO : Epoch 1777 | loss: 0.031164 | val_loss: 0.0311699 | Time: 1473.62 ms [2021-10-07 08:32:33 main:581] : INFO : Epoch 1778 | loss: 0.0311688 | val_loss: 0.031178 | Time: 1492.76 ms [2021-10-07 08:32:35 main:581] : INFO : Epoch 1779 | loss: 0.0311654 | val_loss: 0.0311682 | Time: 1497.63 ms [2021-10-07 08:32:36 main:581] : INFO : Epoch 1780 | loss: 0.0311643 | val_loss: 0.0311675 | Time: 1473.38 ms [2021-10-07 08:32:38 main:581] : INFO : Epoch 1781 | loss: 0.0311627 | val_loss: 0.0311663 | Time: 1464.41 ms [2021-10-07 08:32:39 main:581] : INFO : Epoch 1782 | loss: 0.031159 | val_loss: 0.0311655 | Time: 1475.9 ms [2021-10-07 08:32:41 main:581] : INFO : Epoch 1783 | loss: 0.0311594 | val_loss: 0.031165 | Time: 1471.13 ms [2021-10-07 08:32:42 main:581] : INFO : Epoch 1784 | loss: 0.0311593 | val_loss: 0.0311674 | Time: 1457.69 ms [2021-10-07 08:32:44 main:581] : INFO : Epoch 1785 | loss: 0.0311591 | val_loss: 0.0311671 | Time: 1476.09 ms [2021-10-07 08:32:45 main:581] : INFO : Epoch 1786 | loss: 0.0311609 | val_loss: 0.0311649 | Time: 1485.1 ms [2021-10-07 08:32:47 main:581] : INFO : Epoch 1787 | loss: 0.0311609 | val_loss: 0.0311643 | Time: 1469.55 ms [2021-10-07 08:32:48 main:581] : INFO : Epoch 1788 | loss: 0.0311588 | val_loss: 0.0311653 | Time: 1490.82 ms [2021-10-07 08:32:50 main:581] : INFO : Epoch 1789 | loss: 0.0311606 | val_loss: 0.0311713 | Time: 1466.59 ms [2021-10-07 08:32:51 main:581] : INFO : Epoch 1790 | loss: 0.0311638 | val_loss: 0.0311702 | Time: 1481.08 ms [2021-10-07 08:32:53 main:581] : INFO : Epoch 1791 | loss: 0.0311603 | val_loss: 0.0311656 | Time: 1498.31 ms [2021-10-07 08:32:54 main:581] : INFO : Epoch 1792 | loss: 0.0311601 | val_loss: 0.0311676 | Time: 1502.24 ms [2021-10-07 08:32:56 main:581] : INFO : Epoch 1793 | loss: 0.0311619 | val_loss: 0.0311661 | Time: 1501.83 ms [2021-10-07 08:32:57 main:581] : INFO : Epoch 1794 | loss: 0.0311589 | val_loss: 0.031167 | Time: 1486.4 ms [2021-10-07 08:32:59 main:581] : INFO : Epoch 1795 | loss: 0.0311574 | val_loss: 0.0311677 | Time: 1476.22 ms [2021-10-07 08:33:00 main:581] : INFO : Epoch 1796 | loss: 0.0311565 | val_loss: 0.0311665 | Time: 1473.25 ms [2021-10-07 08:33:02 main:581] : INFO : Epoch 1797 | loss: 0.031159 | val_loss: 0.031168 | Time: 1456.32 ms [2021-10-07 08:33:03 main:581] : INFO : Epoch 1798 | loss: 0.0311629 | val_loss: 0.0311687 | Time: 1485.86 ms [2021-10-07 08:33:05 main:581] : INFO : Epoch 1799 | loss: 0.0311625 | val_loss: 0.0311693 | Time: 1485.43 ms [2021-10-07 08:33:06 main:581] : INFO : Epoch 1800 | loss: 0.0311667 | val_loss: 0.0311722 | Time: 1483.81 ms [2021-10-07 08:33:07 main:581] : INFO : Epoch 1801 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 1475.41 ms [2021-10-07 08:33:09 main:581] : INFO : Epoch 1802 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 1527.94 ms [2021-10-07 08:33:11 main:581] : INFO : Epoch 1803 | loss: 0.0311639 | val_loss: 0.0311702 | Time: 1497.9 ms [2021-10-07 08:33:12 main:581] : INFO : Epoch 1804 | loss: 0.0311642 | val_loss: 0.0311679 | Time: 1515.49 ms [2021-10-07 08:33:14 main:581] : INFO : Epoch 1805 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 1548.82 ms [2021-10-07 08:33:15 main:581] : INFO : Epoch 1806 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 1471.32 ms [2021-10-07 08:33:17 main:581] : INFO : Epoch 1807 | loss: 0.0311658 | val_loss: 0.0311673 | Time: 1528.08 ms [2021-10-07 08:33:18 main:581] : INFO : Epoch 1808 | loss: 0.031162 | val_loss: 0.0311675 | Time: 1537.36 ms [2021-10-07 08:33:20 main:581] : INFO : Epoch 1809 | loss: 0.0311622 | val_loss: 0.0311727 | Time: 1485.07 ms [2021-10-07 08:33:21 main:581] : INFO : Epoch 1810 | loss: 0.0311606 | val_loss: 0.0311677 | Time: 1480.79 ms [2021-10-07 08:33:23 main:581] : INFO : Epoch 1811 | loss: 0.0311593 | val_loss: 0.0311659 | Time: 1489.65 ms [2021-10-07 08:33:24 main:581] : INFO : Epoch 1812 | loss: 0.031159 | val_loss: 0.0311707 | Time: 1460.85 ms [2021-10-07 08:33:25 main:581] : INFO : Epoch 1813 | loss: 0.031158 | val_loss: 0.0311658 | Time: 1437.96 ms [2021-10-07 08:33:27 main:581] : INFO : Epoch 1814 | loss: 0.0311577 | val_loss: 0.0311672 | Time: 1475.61 ms [2021-10-07 08:33:28 main:581] : INFO : Epoch 1815 | loss: 0.0311594 | val_loss: 0.0311662 | Time: 1475.78 ms [2021-10-07 08:33:30 main:581] : INFO : Epoch 1816 | loss: 0.0311598 | val_loss: 0.031171 | Time: 1484.17 ms [2021-10-07 08:33:31 main:581] : INFO : Epoch 1817 | loss: 0.0311607 | val_loss: 0.031166 | Time: 1478.32 ms [2021-10-07 08:33:33 main:581] : INFO : Epoch 1818 | loss: 0.0311641 | val_loss: 0.0311651 | Time: 1472.6 ms [2021-10-07 08:33:34 main:581] : INFO : Epoch 1819 | loss: 0.0311612 | val_loss: 0.0311647 | Time: 1438.05 ms [2021-10-07 08:33:36 main:581] : INFO : Epoch 1820 | loss: 0.0311592 | val_loss: 0.0311645 | Time: 1491.7 ms [2021-10-07 08:33:37 main:581] : INFO : Epoch 1821 | loss: 0.0311602 | val_loss: 0.0311668 | Time: 1473.18 ms [2021-10-07 08:33:39 main:581] : INFO : Epoch 1822 | loss: 0.0311609 | val_loss: 0.0311653 | Time: 1464.52 ms [2021-10-07 08:33:40 main:581] : INFO : Epoch 1823 | loss: 0.0311608 | val_loss: 0.031166 | Time: 1460.84 ms [2021-10-07 08:33:42 main:581] : INFO : Epoch 1824 | loss: 0.0311598 | val_loss: 0.0311661 | Time: 1453.21 ms [2021-10-07 08:33:43 main:581] : INFO : Epoch 1825 | loss: 0.0311618 | val_loss: 0.0311671 | Time: 1454.85 ms [2021-10-07 08:33:45 main:581] : INFO : Epoch 1826 | loss: 0.0311629 | val_loss: 0.0311655 | Time: 1434.3 ms [2021-10-07 08:33:46 main:581] : INFO : Epoch 1827 | loss: 0.0311621 | val_loss: 0.0311667 | Time: 1456.91 ms [2021-10-07 08:33:47 main:581] : INFO : Epoch 1828 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 1482.05 ms [2021-10-07 08:33:49 main:581] : INFO : Epoch 1829 | loss: 0.0311626 | val_loss: 0.0311669 | Time: 1476.61 ms [2021-10-07 08:33:50 main:581] : INFO : Epoch 1830 | loss: 0.031161 | val_loss: 0.031166 | Time: 1460.44 ms [2021-10-07 08:33:52 main:581] : INFO : Epoch 1831 | loss: 0.0311623 | val_loss: 0.031166 | Time: 1492.93 ms [2021-10-07 08:33:53 main:581] : INFO : Epoch 1832 | loss: 0.0311606 | val_loss: 0.0311681 | Time: 1474.05 ms [2021-10-07 08:33:55 main:581] : INFO : Epoch 1833 | loss: 0.0311598 | val_loss: 0.0311672 | Time: 1420.86 ms [2021-10-07 08:33:56 main:581] : INFO : Epoch 1834 | loss: 0.0311601 | val_loss: 0.031169 | Time: 1475.36 ms [2021-10-07 08:33:58 main:581] : INFO : Epoch 1835 | loss: 0.0311609 | val_loss: 0.0311679 | Time: 1466.92 ms [2021-10-07 08:33:59 main:581] : INFO : Epoch 1836 | loss: 0.0311619 | val_loss: 0.0311669 | Time: 1457.05 ms [2021-10-07 08:34:01 main:581] : INFO : Epoch 1837 | loss: 0.031163 | val_loss: 0.0311679 | Time: 1475.39 ms [2021-10-07 08:34:02 main:581] : INFO : Epoch 1838 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 1459.02 ms [2021-10-07 08:34:04 main:581] : INFO : Epoch 1839 | loss: 0.031164 | val_loss: 0.0311713 | Time: 1475.79 ms [2021-10-07 08:34:05 main:581] : INFO : Epoch 1840 | loss: 0.031164 | val_loss: 0.031173 | Time: 1458.6 ms [2021-10-07 08:34:07 main:581] : INFO : Epoch 1841 | loss: 0.031166 | val_loss: 0.0311729 | Time: 1504.8 ms [2021-10-07 08:34:08 main:581] : INFO : Epoch 1842 | loss: 0.0311635 | val_loss: 0.0311692 | Time: 1638.2 ms [2021-10-07 08:34:10 main:581] : INFO : Epoch 1843 | loss: 0.0311649 | val_loss: 0.0311697 | Time: 1632.41 ms [2021-10-07 08:34:11 main:581] : INFO : Epoch 1844 | loss: 0.0311635 | val_loss: 0.0311658 | Time: 1519.97 ms [2021-10-07 08:34:13 main:581] : INFO : Epoch 1845 | loss: 0.0311625 | val_loss: 0.0311673 | Time: 1566.82 ms [2021-10-07 08:34:14 main:581] : INFO : Epoch 1846 | loss: 0.0311632 | val_loss: 0.0311667 | Time: 1508.7 ms [2021-10-07 08:34:16 main:581] : INFO : Epoch 1847 | loss: 0.0311659 | val_loss: 0.031169 | Time: 1456.11 ms [2021-10-07 08:34:17 main:581] : INFO : Epoch 1848 | loss: 0.0311628 | val_loss: 0.0311659 | Time: 1512.75 ms [2021-10-07 08:34:19 main:581] : INFO : Epoch 1849 | loss: 0.0311603 | val_loss: 0.0311676 | Time: 1490.49 ms [2021-10-07 08:34:20 main:581] : INFO : Epoch 1850 | loss: 0.0311599 | val_loss: 0.0311664 | Time: 1496.32 ms [2021-10-07 08:34:22 main:581] : INFO : Epoch 1851 | loss: 0.0311589 | val_loss: 0.0311663 | Time: 1502.87 ms [2021-10-07 08:34:23 main:581] : INFO : Epoch 1852 | loss: 0.0311585 | val_loss: 0.0311649 | Time: 1488.77 ms [2021-10-07 08:34:25 main:581] : INFO : Epoch 1853 | loss: 0.0311599 | val_loss: 0.0311665 | Time: 1457.33 ms [2021-10-07 08:34:26 main:581] : INFO : Epoch 1854 | loss: 0.0311636 | val_loss: 0.0311686 | Time: 1472.28 ms [2021-10-07 08:34:28 main:581] : INFO : Epoch 1855 | loss: 0.0311627 | val_loss: 0.031173 | Time: 1513.47 ms [2021-10-07 08:34:29 main:581] : INFO : Epoch 1856 | loss: 0.031161 | val_loss: 0.0311694 | Time: 1496.66 ms [2021-10-07 08:34:31 main:581] : INFO : Epoch 1857 | loss: 0.0311611 | val_loss: 0.0311704 | Time: 1506.44 ms [2021-10-07 08:34:32 main:581] : INFO : Epoch 1858 | loss: 0.0311632 | val_loss: 0.0311731 | Time: 1526.98 ms [2021-10-07 08:34:34 main:581] : INFO : Epoch 1859 | loss: 0.0311616 | val_loss: 0.0311735 | Time: 1494.14 ms [2021-10-07 08:34:35 main:581] : INFO : Epoch 1860 | loss: 0.0311619 | val_loss: 0.0311702 | Time: 1540.36 ms [2021-10-07 08:34:37 main:581] : INFO : Epoch 1861 | loss: 0.0311625 | val_loss: 0.0311744 | Time: 1542.37 ms [2021-10-07 08:34:38 main:581] : INFO : Epoch 1862 | loss: 0.0311629 | val_loss: 0.0311696 | Time: 1509.96 ms [2021-10-07 08:34:40 main:581] : INFO : Epoch 1863 | loss: 0.0311613 | val_loss: 0.0311699 | Time: 1568.59 ms [2021-10-07 08:34:42 main:581] : INFO : Epoch 1864 | loss: 0.0311627 | val_loss: 0.0311704 | Time: 1533.11 ms [2021-10-07 08:34:43 main:581] : INFO : Epoch 1865 | loss: 0.0311616 | val_loss: 0.0311686 | Time: 1503.45 ms [2021-10-07 08:34:45 main:581] : INFO : Epoch 1866 | loss: 0.0311618 | val_loss: 0.0311715 | Time: 1493.71 ms [2021-10-07 08:34:46 main:581] : INFO : Epoch 1867 | loss: 0.0311634 | val_loss: 0.0311739 | Time: 1603.7 ms [2021-10-07 08:34:48 main:581] : INFO : Epoch 1868 | loss: 0.0311627 | val_loss: 0.03117 | Time: 1564.46 ms [2021-10-07 08:34:49 main:581] : INFO : Epoch 1869 | loss: 0.0311623 | val_loss: 0.0311683 | Time: 1529.67 ms [2021-10-07 08:34:51 main:581] : INFO : Epoch 1870 | loss: 0.0311621 | val_loss: 0.0311687 | Time: 1479.64 ms [2021-10-07 08:34:52 main:581] : INFO : Epoch 1871 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 1480.82 ms [2021-10-07 08:34:54 main:581] : INFO : Epoch 1872 | loss: 0.0311627 | val_loss: 0.0311666 | Time: 1474.09 ms [2021-10-07 08:34:55 main:581] : INFO : Epoch 1873 | loss: 0.0311608 | val_loss: 0.0311678 | Time: 1467.45 ms [2021-10-07 08:34:57 main:581] : INFO : Epoch 1874 | loss: 0.0311597 | val_loss: 0.0311666 | Time: 1475.14 ms [2021-10-07 08:34:58 main:581] : INFO : Epoch 1875 | loss: 0.0311601 | val_loss: 0.0311701 | Time: 1460.35 ms [2021-10-07 08:35:00 main:581] : INFO : Epoch 1876 | loss: 0.0311601 | val_loss: 0.0311677 | Time: 1448.17 ms [2021-10-07 08:35:01 main:581] : INFO : Epoch 1877 | loss: 0.0311613 | val_loss: 0.0311675 | Time: 1483.52 ms [2021-10-07 08:35:02 main:581] : INFO : Epoch 1878 | loss: 0.0311591 | val_loss: 0.0311689 | Time: 1459.03 ms [2021-10-07 08:35:04 main:581] : INFO : Epoch 1879 | loss: 0.0311592 | val_loss: 0.0311669 | Time: 1462.23 ms [2021-10-07 08:35:05 main:581] : INFO : Epoch 1880 | loss: 0.0311579 | val_loss: 0.0311693 | Time: 1472.71 ms [2021-10-07 08:35:07 main:581] : INFO : Epoch 1881 | loss: 0.0311599 | val_loss: 0.0311693 | Time: 1482.44 ms [2021-10-07 08:35:08 main:581] : INFO : Epoch 1882 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 1471.34 ms [2021-10-07 08:35:10 main:581] : INFO : Epoch 1883 | loss: 0.031159 | val_loss: 0.0311674 | Time: 1429.01 ms [2021-10-07 08:35:11 main:581] : INFO : Epoch 1884 | loss: 0.0311596 | val_loss: 0.0311697 | Time: 1473.87 ms [2021-10-07 08:35:13 main:581] : INFO : Epoch 1885 | loss: 0.0311597 | val_loss: 0.0311675 | Time: 1441.15 ms [2021-10-07 08:35:14 main:581] : INFO : Epoch 1886 | loss: 0.0311587 | val_loss: 0.0311679 | Time: 1480.04 ms [2021-10-07 08:35:16 main:581] : INFO : Epoch 1887 | loss: 0.0311582 | val_loss: 0.0311674 | Time: 1452.97 ms [2021-10-07 08:35:17 main:581] : INFO : Epoch 1888 | loss: 0.0311596 | val_loss: 0.0311736 | Time: 1466.5 ms [2021-10-07 08:35:19 main:581] : INFO : Epoch 1889 | loss: 0.0311596 | val_loss: 0.0311715 | Time: 1491 ms [2021-10-07 08:35:20 main:581] : INFO : Epoch 1890 | loss: 0.0311606 | val_loss: 0.031166 | Time: 1461.74 ms [2021-10-07 08:35:22 main:581] : INFO : Epoch 1891 | loss: 0.0311595 | val_loss: 0.0311678 | Time: 1480.41 ms [2021-10-07 08:35:23 main:581] : INFO : Epoch 1892 | loss: 0.0311609 | val_loss: 0.0311682 | Time: 1461.86 ms [2021-10-07 08:35:25 main:581] : INFO : Epoch 1893 | loss: 0.0311614 | val_loss: 0.0311658 | Time: 1497.6 ms [2021-10-07 08:35:26 main:581] : INFO : Epoch 1894 | loss: 0.0311619 | val_loss: 0.0311697 | Time: 1464.03 ms [2021-10-07 08:35:27 main:581] : INFO : Epoch 1895 | loss: 0.0311609 | val_loss: 0.0311653 | Time: 1472.24 ms [2021-10-07 08:35:29 main:581] : INFO : Epoch 1896 | loss: 0.0311596 | val_loss: 0.031165 | Time: 1446.45 ms [2021-10-07 08:35:30 main:581] : INFO : Epoch 1897 | loss: 0.0311609 | val_loss: 0.0311669 | Time: 1445.08 ms [2021-10-07 08:35:32 main:581] : INFO : Epoch 1898 | loss: 0.0311624 | val_loss: 0.0311674 | Time: 1474.84 ms [2021-10-07 08:35:33 main:581] : INFO : Epoch 1899 | loss: 0.031166 | val_loss: 0.031166 | Time: 1477.03 ms [2021-10-07 08:35:35 main:581] : INFO : Epoch 1900 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 1450.63 ms [2021-10-07 08:35:36 main:581] : INFO : Epoch 1901 | loss: 0.0311622 | val_loss: 0.0311659 | Time: 1461.05 ms [2021-10-07 08:35:38 main:581] : INFO : Epoch 1902 | loss: 0.0311594 | val_loss: 0.0311674 | Time: 1499.97 ms [2021-10-07 08:35:39 main:581] : INFO : Epoch 1903 | loss: 0.0311675 | val_loss: 0.0311753 | Time: 1472.46 ms [2021-10-07 08:35:41 main:581] : INFO : Epoch 1904 | loss: 0.0311708 | val_loss: 0.0311746 | Time: 1438.24 ms [2021-10-07 08:35:42 main:581] : INFO : Epoch 1905 | loss: 0.0311678 | val_loss: 0.0311745 | Time: 1440.39 ms [2021-10-07 08:35:44 main:581] : INFO : Epoch 1906 | loss: 0.0311665 | val_loss: 0.031176 | Time: 1436.77 ms [2021-10-07 08:35:45 main:581] : INFO : Epoch 1907 | loss: 0.0311695 | val_loss: 0.0311766 | Time: 1523.91 ms [2021-10-07 08:35:46 main:581] : INFO : Epoch 1908 | loss: 0.0311679 | val_loss: 0.0311788 | Time: 1456.41 ms [2021-10-07 08:35:48 main:581] : INFO : Epoch 1909 | loss: 0.0311682 | val_loss: 0.0311777 | Time: 1465.05 ms [2021-10-07 08:35:49 main:581] : INFO : Epoch 1910 | loss: 0.0311646 | val_loss: 0.0311727 | Time: 1528.85 ms [2021-10-07 08:35:51 main:581] : INFO : Epoch 1911 | loss: 0.0311621 | val_loss: 0.0311699 | Time: 1477.09 ms [2021-10-07 08:35:52 main:581] : INFO : Epoch 1912 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 1474.48 ms [2021-10-07 08:35:54 main:581] : INFO : Epoch 1913 | loss: 0.0311607 | val_loss: 0.031175 | Time: 1492.72 ms [2021-10-07 08:35:55 main:581] : INFO : Epoch 1914 | loss: 0.0311605 | val_loss: 0.0311688 | Time: 1486.01 ms [2021-10-07 08:35:57 main:581] : INFO : Epoch 1915 | loss: 0.0311594 | val_loss: 0.0311751 | Time: 1482.14 ms [2021-10-07 08:35:58 main:581] : INFO : Epoch 1916 | loss: 0.0311627 | val_loss: 0.0311692 | Time: 1490.71 ms [2021-10-07 08:36:00 main:581] : INFO : Epoch 1917 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 1473.34 ms [2021-10-07 08:36:01 main:581] : INFO : Epoch 1918 | loss: 0.0311613 | val_loss: 0.0311696 | Time: 1499.33 ms [2021-10-07 08:36:03 main:581] : INFO : Epoch 1919 | loss: 0.0311608 | val_loss: 0.0311701 | Time: 1493.72 ms [2021-10-07 08:36:04 main:581] : INFO : Epoch 1920 | loss: 0.0311595 | val_loss: 0.0311692 | Time: 1452.84 ms [2021-10-07 08:36:06 main:581] : INFO : Epoch 1921 | loss: 0.0311591 | val_loss: 0.0311692 | Time: 1471.36 ms [2021-10-07 08:36:07 main:581] : INFO : Epoch 1922 | loss: 0.0311591 | val_loss: 0.0311703 | Time: 1485.49 ms [2021-10-07 08:36:09 main:581] : INFO : Epoch 1923 | loss: 0.0311607 | val_loss: 0.0311741 | Time: 1465.17 ms [2021-10-07 08:36:10 main:581] : INFO : Epoch 1924 | loss: 0.0311657 | val_loss: 0.0311708 | Time: 1480.01 ms [2021-10-07 08:36:12 main:581] : INFO : Epoch 1925 | loss: 0.0311665 | val_loss: 0.0311831 | Time: 1455.14 ms [2021-10-07 08:36:13 main:581] : INFO : Epoch 1926 | loss: 0.0311616 | val_loss: 0.0311763 | Time: 1469.78 ms [2021-10-07 08:36:15 main:581] : INFO : Epoch 1927 | loss: 0.0311612 | val_loss: 0.0311727 | Time: 1469.05 ms [2021-10-07 08:36:16 main:581] : INFO : Epoch 1928 | loss: 0.0311595 | val_loss: 0.0311691 | Time: 1490.98 ms [2021-10-07 08:36:18 main:581] : INFO : Epoch 1929 | loss: 0.0311595 | val_loss: 0.0311702 | Time: 1491.91 ms [2021-10-07 08:36:19 main:581] : INFO : Epoch 1930 | loss: 0.0311605 | val_loss: 0.0311696 | Time: 1491.59 ms [2021-10-07 08:36:21 main:581] : INFO : Epoch 1931 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 1522.66 ms [2021-10-07 08:36:22 main:581] : INFO : Epoch 1932 | loss: 0.0311586 | val_loss: 0.0311693 | Time: 1677.24 ms [2021-10-07 08:36:24 main:581] : INFO : Epoch 1933 | loss: 0.0311571 | val_loss: 0.031169 | Time: 1623.05 ms [2021-10-07 08:36:25 main:581] : INFO : Epoch 1934 | loss: 0.0311581 | val_loss: 0.0311724 | Time: 1549.43 ms [2021-10-07 08:36:27 main:581] : INFO : Epoch 1935 | loss: 0.0311572 | val_loss: 0.0311706 | Time: 1486.5 ms [2021-10-07 08:36:28 main:581] : INFO : Epoch 1936 | loss: 0.0311577 | val_loss: 0.0311685 | Time: 1545.84 ms [2021-10-07 08:36:30 main:581] : INFO : Epoch 1937 | loss: 0.0311574 | val_loss: 0.0311683 | Time: 1513.17 ms [2021-10-07 08:36:31 main:581] : INFO : Epoch 1938 | loss: 0.031157 | val_loss: 0.0311684 | Time: 1481.35 ms [2021-10-07 08:36:33 main:581] : INFO : Epoch 1939 | loss: 0.0311591 | val_loss: 0.0311708 | Time: 1523.61 ms [2021-10-07 08:36:35 main:581] : INFO : Epoch 1940 | loss: 0.0311609 | val_loss: 0.0311713 | Time: 1504 ms [2021-10-07 08:36:36 main:581] : INFO : Epoch 1941 | loss: 0.0311636 | val_loss: 0.0311751 | Time: 1493.76 ms [2021-10-07 08:36:38 main:581] : INFO : Epoch 1942 | loss: 0.0311662 | val_loss: 0.0311766 | Time: 1570.39 ms [2021-10-07 08:36:39 main:581] : INFO : Epoch 1943 | loss: 0.0311626 | val_loss: 0.031175 | Time: 1478.25 ms [2021-10-07 08:36:41 main:581] : INFO : Epoch 1944 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 1506.53 ms [2021-10-07 08:36:42 main:581] : INFO : Epoch 1945 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 1487.51 ms [2021-10-07 08:36:44 main:581] : INFO : Epoch 1946 | loss: 0.0311664 | val_loss: 0.0311732 | Time: 1532.14 ms [2021-10-07 08:36:45 main:581] : INFO : Epoch 1947 | loss: 0.0311675 | val_loss: 0.0311772 | Time: 1452.55 ms [2021-10-07 08:36:47 main:581] : INFO : Epoch 1948 | loss: 0.0311691 | val_loss: 0.0311736 | Time: 1509.75 ms [2021-10-07 08:36:48 main:581] : INFO : Epoch 1949 | loss: 0.0311659 | val_loss: 0.0311736 | Time: 1472.97 ms [2021-10-07 08:36:49 main:581] : INFO : Epoch 1950 | loss: 0.0311647 | val_loss: 0.0311753 | Time: 1455.97 ms [2021-10-07 08:36:51 main:581] : INFO : Epoch 1951 | loss: 0.0311639 | val_loss: 0.0311743 | Time: 1528.22 ms [2021-10-07 08:36:53 main:581] : INFO : Epoch 1952 | loss: 0.0311649 | val_loss: 0.0311743 | Time: 1518.85 ms [2021-10-07 08:36:54 main:581] : INFO : Epoch 1953 | loss: 0.0311644 | val_loss: 0.0311736 | Time: 1487.58 ms [2021-10-07 08:36:55 main:581] : INFO : Epoch 1954 | loss: 0.0311627 | val_loss: 0.0311743 | Time: 1468.98 ms [2021-10-07 08:36:57 main:581] : INFO : Epoch 1955 | loss: 0.0311611 | val_loss: 0.0311721 | Time: 1479.73 ms [2021-10-07 08:36:58 main:581] : INFO : Epoch 1956 | loss: 0.0311617 | val_loss: 0.0311752 | Time: 1464.17 ms [2021-10-07 08:37:00 main:581] : INFO : Epoch 1957 | loss: 0.0311626 | val_loss: 0.0311741 | Time: 1458.45 ms [2021-10-07 08:37:01 main:581] : INFO : Epoch 1958 | loss: 0.0311603 | val_loss: 0.0311764 | Time: 1452.93 ms [2021-10-07 08:37:03 main:581] : INFO : Epoch 1959 | loss: 0.0311602 | val_loss: 0.0311735 | Time: 1454.92 ms [2021-10-07 08:37:04 main:581] : INFO : Epoch 1960 | loss: 0.0311586 | val_loss: 0.0311709 | Time: 1500.68 ms [2021-10-07 08:37:06 main:581] : INFO : Epoch 1961 | loss: 0.0311583 | val_loss: 0.0311697 | Time: 1468.19 ms [2021-10-07 08:37:07 main:581] : INFO : Epoch 1962 | loss: 0.0311596 | val_loss: 0.0311738 | Time: 1454.7 ms [2021-10-07 08:37:09 main:581] : INFO : Epoch 1963 | loss: 0.0311608 | val_loss: 0.0311702 | Time: 1474.57 ms [2021-10-07 08:37:10 main:581] : INFO : Epoch 1964 | loss: 0.0311596 | val_loss: 0.0311697 | Time: 1461.72 ms [2021-10-07 08:37:12 main:581] : INFO : Epoch 1965 | loss: 0.0311591 | val_loss: 0.0311698 | Time: 1505.99 ms [2021-10-07 08:37:13 main:581] : INFO : Epoch 1966 | loss: 0.0311663 | val_loss: 0.0311728 | Time: 1483.87 ms [2021-10-07 08:37:15 main:581] : INFO : Epoch 1967 | loss: 0.0311652 | val_loss: 0.0311725 | Time: 1495.88 ms [2021-10-07 08:37:16 main:581] : INFO : Epoch 1968 | loss: 0.0311619 | val_loss: 0.0311736 | Time: 1489.03 ms [2021-10-07 08:37:18 main:581] : INFO : Epoch 1969 | loss: 0.0311572 | val_loss: 0.0311696 | Time: 1530.82 ms [2021-10-07 08:37:19 main:581] : INFO : Epoch 1970 | loss: 0.0311564 | val_loss: 0.0311701 | Time: 1491.64 ms [2021-10-07 08:37:21 main:581] : INFO : Epoch 1971 | loss: 0.0311593 | val_loss: 0.0311719 | Time: 1480.52 ms [2021-10-07 08:37:22 main:581] : INFO : Epoch 1972 | loss: 0.0311705 | val_loss: 0.031174 | Time: 1467.88 ms [2021-10-07 08:37:24 main:581] : INFO : Epoch 1973 | loss: 0.0311692 | val_loss: 0.031175 | Time: 1535.21 ms [2021-10-07 08:37:25 main:581] : INFO : Epoch 1974 | loss: 0.0311682 | val_loss: 0.031173 | Time: 1472.85 ms [2021-10-07 08:37:27 main:581] : INFO : Epoch 1975 | loss: 0.0311713 | val_loss: 0.0311702 | Time: 1492.51 ms [2021-10-07 08:37:28 main:581] : INFO : Epoch 1976 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 1471.78 ms [2021-10-07 08:37:30 main:581] : INFO : Epoch 1977 | loss: 0.0311653 | val_loss: 0.031171 | Time: 1461.33 ms [2021-10-07 08:37:31 main:581] : INFO : Epoch 1978 | loss: 0.0311648 | val_loss: 0.0311727 | Time: 1498.75 ms [2021-10-07 08:37:32 main:581] : INFO : Epoch 1979 | loss: 0.0311671 | val_loss: 0.0311722 | Time: 1468.67 ms [2021-10-07 08:37:34 main:581] : INFO : Epoch 1980 | loss: 0.0311645 | val_loss: 0.0311713 | Time: 1448.93 ms [2021-10-07 08:37:35 main:581] : INFO : Epoch 1981 | loss: 0.0311656 | val_loss: 0.0311767 | Time: 1506.58 ms [2021-10-07 08:37:37 main:581] : INFO : Epoch 1982 | loss: 0.0311646 | val_loss: 0.0311714 | Time: 1477.8 ms [2021-10-07 08:37:39 main:581] : INFO : Epoch 1983 | loss: 0.0311624 | val_loss: 0.0311726 | Time: 1623.56 ms [2021-10-07 08:37:40 main:581] : INFO : Epoch 1984 | loss: 0.0311618 | val_loss: 0.0311707 | Time: 1537.88 ms [2021-10-07 08:37:42 main:581] : INFO : Epoch 1985 | loss: 0.031161 | val_loss: 0.0311698 | Time: 1487.82 ms [2021-10-07 08:37:43 main:581] : INFO : Epoch 1986 | loss: 0.0311615 | val_loss: 0.0311751 | Time: 1501.93 ms [2021-10-07 08:37:45 main:581] : INFO : Epoch 1987 | loss: 0.0311604 | val_loss: 0.0311696 | Time: 1506.9 ms [2021-10-07 08:37:46 main:581] : INFO : Epoch 1988 | loss: 0.0311585 | val_loss: 0.0311698 | Time: 1496.27 ms [2021-10-07 08:37:48 main:581] : INFO : Epoch 1989 | loss: 0.0311603 | val_loss: 0.0311703 | Time: 1503.72 ms [2021-10-07 08:37:49 main:581] : INFO : Epoch 1990 | loss: 0.0311598 | val_loss: 0.0311705 | Time: 1591.08 ms [2021-10-07 08:37:51 main:581] : INFO : Epoch 1991 | loss: 0.0311589 | val_loss: 0.03117 | Time: 1468.89 ms [2021-10-07 08:37:52 main:581] : INFO : Epoch 1992 | loss: 0.0311579 | val_loss: 0.0311746 | Time: 1442.76 ms [2021-10-07 08:37:54 main:581] : INFO : Epoch 1993 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 1471.39 ms [2021-10-07 08:37:55 main:581] : INFO : Epoch 1994 | loss: 0.0311596 | val_loss: 0.031173 | Time: 1467.86 ms [2021-10-07 08:37:56 main:581] : INFO : Epoch 1995 | loss: 0.031159 | val_loss: 0.0311712 | Time: 1461.38 ms [2021-10-07 08:37:58 main:581] : INFO : Epoch 1996 | loss: 0.031159 | val_loss: 0.0311696 | Time: 1468.46 ms [2021-10-07 08:37:59 main:581] : INFO : Epoch 1997 | loss: 0.0311596 | val_loss: 0.031172 | Time: 1486.02 ms [2021-10-07 08:38:01 main:581] : INFO : Epoch 1998 | loss: 0.03116 | val_loss: 0.0311697 | Time: 1482.97 ms [2021-10-07 08:38:02 main:581] : INFO : Epoch 1999 | loss: 0.031159 | val_loss: 0.0311692 | Time: 1506.18 ms [2021-10-07 08:38:04 main:581] : INFO : Epoch 2000 | loss: 0.0311607 | val_loss: 0.0311711 | Time: 1501.79 ms [2021-10-07 08:38:05 main:581] : INFO : Epoch 2001 | loss: 0.0311603 | val_loss: 0.0311771 | Time: 1462.38 ms [2021-10-07 08:38:07 main:581] : INFO : Epoch 2002 | loss: 0.0311616 | val_loss: 0.0311759 | Time: 1480.9 ms [2021-10-07 08:38:08 main:581] : INFO : Epoch 2003 | loss: 0.0311647 | val_loss: 0.031179 | Time: 1508.43 ms [2021-10-07 08:38:10 main:581] : INFO : Epoch 2004 | loss: 0.0311615 | val_loss: 0.0311707 | Time: 1486.36 ms [2021-10-07 08:38:11 main:581] : INFO : Epoch 2005 | loss: 0.0311602 | val_loss: 0.0311733 | Time: 1482 ms [2021-10-07 08:38:13 main:581] : INFO : Epoch 2006 | loss: 0.0311606 | val_loss: 0.0311725 | Time: 1460.91 ms [2021-10-07 08:38:14 main:581] : INFO : Epoch 2007 | loss: 0.0311587 | val_loss: 0.0311703 | Time: 1473.54 ms [2021-10-07 08:38:16 main:581] : INFO : Epoch 2008 | loss: 0.0311587 | val_loss: 0.0311729 | Time: 1489.2 ms [2021-10-07 08:38:17 main:581] : INFO : Epoch 2009 | loss: 0.0311575 | val_loss: 0.0311715 | Time: 1501.34 ms [2021-10-07 08:38:19 main:581] : INFO : Epoch 2010 | loss: 0.0311585 | val_loss: 0.0311684 | Time: 1491.95 ms [2021-10-07 08:38:20 main:581] : INFO : Epoch 2011 | loss: 0.0311567 | val_loss: 0.0311702 | Time: 1439.96 ms [2021-10-07 08:38:22 main:581] : INFO : Epoch 2012 | loss: 0.0311569 | val_loss: 0.0311695 | Time: 1454.43 ms [2021-10-07 08:38:23 main:581] : INFO : Epoch 2013 | loss: 0.0311597 | val_loss: 0.0311693 | Time: 1470.88 ms [2021-10-07 08:38:25 main:581] : INFO : Epoch 2014 | loss: 0.031158 | val_loss: 0.031168 | Time: 1463.58 ms [2021-10-07 08:38:26 main:581] : INFO : Epoch 2015 | loss: 0.0311573 | val_loss: 0.031168 | Time: 1449.6 ms [2021-10-07 08:38:28 main:581] : INFO : Epoch 2016 | loss: 0.0311661 | val_loss: 0.0311883 | Time: 1468.4 ms [2021-10-07 08:38:29 main:581] : INFO : Epoch 2017 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 1462.78 ms [2021-10-07 08:38:30 main:581] : INFO : Epoch 2018 | loss: 0.0311596 | val_loss: 0.0311676 | Time: 1476.97 ms [2021-10-07 08:38:32 main:581] : INFO : Epoch 2019 | loss: 0.0311575 | val_loss: 0.0311675 | Time: 1481.7 ms [2021-10-07 08:38:33 main:581] : INFO : Epoch 2020 | loss: 0.0311582 | val_loss: 0.0311683 | Time: 1487.81 ms [2021-10-07 08:38:35 main:581] : INFO : Epoch 2021 | loss: 0.0311568 | val_loss: 0.0311698 | Time: 1492.73 ms [2021-10-07 08:38:36 main:581] : INFO : Epoch 2022 | loss: 0.0311573 | val_loss: 0.0311685 | Time: 1482.05 ms [2021-10-07 08:38:38 main:581] : INFO : Epoch 2023 | loss: 0.0311559 | val_loss: 0.0311671 | Time: 1504.15 ms [2021-10-07 08:38:39 main:581] : INFO : Epoch 2024 | loss: 0.0311584 | val_loss: 0.0311663 | Time: 1461.3 ms [2021-10-07 08:38:41 main:581] : INFO : Epoch 2025 | loss: 0.0311569 | val_loss: 0.0311655 | Time: 1528.73 ms [2021-10-07 08:38:42 main:581] : INFO : Epoch 2026 | loss: 0.0311567 | val_loss: 0.031169 | Time: 1513.18 ms [2021-10-07 08:38:44 main:581] : INFO : Epoch 2027 | loss: 0.0311566 | val_loss: 0.0311681 | Time: 1549.3 ms [2021-10-07 08:38:46 main:581] : INFO : Epoch 2028 | loss: 0.0311574 | val_loss: 0.0311681 | Time: 1618.59 ms [2021-10-07 08:38:47 main:581] : INFO : Epoch 2029 | loss: 0.0311558 | val_loss: 0.0311663 | Time: 1437.74 ms [2021-10-07 08:38:48 main:581] : INFO : Epoch 2030 | loss: 0.0311555 | val_loss: 0.0311682 | Time: 1466.63 ms [2021-10-07 08:38:50 main:581] : INFO : Epoch 2031 | loss: 0.0311556 | val_loss: 0.0311733 | Time: 1472.82 ms [2021-10-07 08:38:51 main:581] : INFO : Epoch 2032 | loss: 0.0311593 | val_loss: 0.0311702 | Time: 1463.98 ms [2021-10-07 08:38:53 main:581] : INFO : Epoch 2033 | loss: 0.031159 | val_loss: 0.0311693 | Time: 1471.01 ms [2021-10-07 08:38:54 main:581] : INFO : Epoch 2034 | loss: 0.0311579 | val_loss: 0.0311664 | Time: 1493.07 ms [2021-10-07 08:38:56 main:581] : INFO : Epoch 2035 | loss: 0.031157 | val_loss: 0.0311672 | Time: 1461.03 ms [2021-10-07 08:38:57 main:581] : INFO : Epoch 2036 | loss: 0.0311564 | val_loss: 0.031167 | Time: 1457.04 ms [2021-10-07 08:38:59 main:581] : INFO : Epoch 2037 | loss: 0.0311568 | val_loss: 0.0311689 | Time: 1489.38 ms [2021-10-07 08:39:00 main:581] : INFO : Epoch 2038 | loss: 0.0311585 | val_loss: 0.0311718 | Time: 1484.09 ms [2021-10-07 08:39:02 main:581] : INFO : Epoch 2039 | loss: 0.0311573 | val_loss: 0.0311706 | Time: 1480 ms [2021-10-07 08:39:03 main:581] : INFO : Epoch 2040 | loss: 0.0311571 | val_loss: 0.0311678 | Time: 1478.12 ms [2021-10-07 08:39:05 main:581] : INFO : Epoch 2041 | loss: 0.0311584 | val_loss: 0.0311682 | Time: 1515 ms [2021-10-07 08:39:06 main:581] : INFO : Epoch 2042 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 1499.76 ms [2021-10-07 08:39:08 main:581] : INFO : Epoch 2043 | loss: 0.0311558 | val_loss: 0.0311679 | Time: 1495.83 ms [2021-10-07 08:39:09 main:581] : INFO : Epoch 2044 | loss: 0.031155 | val_loss: 0.0311698 | Time: 1491.83 ms [2021-10-07 08:39:11 main:581] : INFO : Epoch 2045 | loss: 0.0311559 | val_loss: 0.0311684 | Time: 1494.61 ms [2021-10-07 08:39:12 main:581] : INFO : Epoch 2046 | loss: 0.0311571 | val_loss: 0.0311685 | Time: 1509.1 ms [2021-10-07 08:39:14 main:581] : INFO : Epoch 2047 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 1477.35 ms [2021-10-07 08:39:15 main:581] : INFO : Epoch 2048 | loss: 0.0311558 | val_loss: 0.0311709 | Time: 1501.94 ms [2021-10-07 08:39:15 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311709 [2021-10-07 08:39:15 main:610] : INFO : Saving end state to config to file [2021-10-07 08:39:15 main:615] : INFO : Success, exiting.. 08:39:15 (1746063): 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)