Task 14597755
| Name | ParityModified-1647045192-25456-3-0_0 |
| Workunit | 11618645 |
| Created | 11 Apr 2022, 23:41:39 UTC |
| Sent | 11 Apr 2022, 23:41:46 UTC |
| Report deadline | 19 Apr 2022, 23:41:46 UTC |
| Received | 12 Apr 2022, 1:08:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14482 |
| Run time | 51 min 1 sec |
| CPU time | 50 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,471.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311738 | val_loss: 0.0311711 | Time: 1469.93 ms
[2022-04-12 02:55:36 main:581] : INFO : Epoch 1539 | loss: 0.0311766 | val_loss: 0.031177 | Time: 1473.52 ms
[2022-04-12 02:55:38 main:581] : INFO : Epoch 1540 | loss: 0.0311736 | val_loss: 0.0311757 | Time: 1470.29 ms
[2022-04-12 02:55:39 main:581] : INFO : Epoch 1541 | loss: 0.0311731 | val_loss: 0.031174 | Time: 1471.03 ms
[2022-04-12 02:55:40 main:581] : INFO : Epoch 1542 | loss: 0.0311719 | val_loss: 0.0311722 | Time: 1471.05 ms
[2022-04-12 02:55:42 main:581] : INFO : Epoch 1543 | loss: 0.0311699 | val_loss: 0.0311717 | Time: 1469.88 ms
[2022-04-12 02:55:43 main:581] : INFO : Epoch 1544 | loss: 0.0311741 | val_loss: 0.0311739 | Time: 1472.68 ms
[2022-04-12 02:55:45 main:581] : INFO : Epoch 1545 | loss: 0.0311707 | val_loss: 0.031174 | Time: 1469.24 ms
[2022-04-12 02:55:46 main:581] : INFO : Epoch 1546 | loss: 0.0311707 | val_loss: 0.0311722 | Time: 1473.71 ms
[2022-04-12 02:55:48 main:581] : INFO : Epoch 1547 | loss: 0.0311713 | val_loss: 0.0311789 | Time: 1525.44 ms
[2022-04-12 02:55:49 main:581] : INFO : Epoch 1548 | loss: 0.0311727 | val_loss: 0.0311733 | Time: 1470.89 ms
[2022-04-12 02:55:51 main:581] : INFO : Epoch 1549 | loss: 0.031171 | val_loss: 0.0311733 | Time: 1466.46 ms
[2022-04-12 02:55:52 main:581] : INFO : Epoch 1550 | loss: 0.0311704 | val_loss: 0.0311734 | Time: 1469.85 ms
[2022-04-12 02:55:54 main:581] : INFO : Epoch 1551 | loss: 0.0311704 | val_loss: 0.0311728 | Time: 1469.42 ms
[2022-04-12 02:55:55 main:581] : INFO : Epoch 1552 | loss: 0.0311702 | val_loss: 0.0311728 | Time: 1469.96 ms
[2022-04-12 02:55:57 main:581] : INFO : Epoch 1553 | loss: 0.0311702 | val_loss: 0.0311727 | Time: 1467.35 ms
[2022-04-12 02:55:58 main:581] : INFO : Epoch 1554 | loss: 0.0311695 | val_loss: 0.0311794 | Time: 1474.62 ms
[2022-04-12 02:56:00 main:581] : INFO : Epoch 1555 | loss: 0.0311705 | val_loss: 0.0311732 | Time: 1469.87 ms
[2022-04-12 02:56:01 main:581] : INFO : Epoch 1556 | loss: 0.0311706 | val_loss: 0.0311777 | Time: 1469.63 ms
[2022-04-12 02:56:03 main:581] : INFO : Epoch 1557 | loss: 0.0311708 | val_loss: 0.0311788 | Time: 1465.24 ms
[2022-04-12 02:56:04 main:581] : INFO : Epoch 1558 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 1472.79 ms
[2022-04-12 02:56:06 main:581] : INFO : Epoch 1559 | loss: 0.0311731 | val_loss: 0.0311753 | Time: 1472.38 ms
[2022-04-12 02:56:07 main:581] : INFO : Epoch 1560 | loss: 0.0311715 | val_loss: 0.0311755 | Time: 1470.76 ms
[2022-04-12 02:56:08 main:581] : INFO : Epoch 1561 | loss: 0.031169 | val_loss: 0.0311731 | Time: 1473.81 ms
[2022-04-12 02:56:10 main:581] : INFO : Epoch 1562 | loss: 0.0311691 | val_loss: 0.0311736 | Time: 1643.75 ms
[2022-04-12 02:56:12 main:581] : INFO : Epoch 1563 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 1470.13 ms
[2022-04-12 02:56:13 main:581] : INFO : Epoch 1564 | loss: 0.0311705 | val_loss: 0.0311741 | Time: 1467.76 ms
[2022-04-12 02:56:15 main:581] : INFO : Epoch 1565 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 1468.91 ms
[2022-04-12 02:56:16 main:581] : INFO : Epoch 1566 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 1465.5 ms
[2022-04-12 02:56:17 main:581] : INFO : Epoch 1567 | loss: 0.0311741 | val_loss: 0.0311729 | Time: 1464.68 ms
[2022-04-12 02:56:19 main:581] : INFO : Epoch 1568 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 1460.85 ms
[2022-04-12 02:56:20 main:581] : INFO : Epoch 1569 | loss: 0.0311742 | val_loss: 0.0311811 | Time: 1464.4 ms
[2022-04-12 02:56:22 main:581] : INFO : Epoch 1570 | loss: 0.031174 | val_loss: 0.0311714 | Time: 1464.19 ms
[2022-04-12 02:56:23 main:581] : INFO : Epoch 1571 | loss: 0.0311705 | val_loss: 0.0311719 | Time: 1463.82 ms
[2022-04-12 02:56:25 main:581] : INFO : Epoch 1572 | loss: 0.0311703 | val_loss: 0.0311721 | Time: 1466.62 ms
[2022-04-12 02:56:27 main:581] : INFO : Epoch 1573 | loss: 0.0311735 | val_loss: 0.0311772 | Time: 1858.74 ms
[2022-04-12 02:56:28 main:581] : INFO : Epoch 1574 | loss: 0.0311738 | val_loss: 0.031176 | Time: 1597.13 ms
[2022-04-12 02:56:30 main:581] : INFO : Epoch 1575 | loss: 0.0311759 | val_loss: 0.0311771 | Time: 1516.65 ms
[2022-04-12 02:56:31 main:581] : INFO : Epoch 1576 | loss: 0.0311724 | val_loss: 0.0311769 | Time: 1468.49 ms
[2022-04-12 02:56:33 main:581] : INFO : Epoch 1577 | loss: 0.0311705 | val_loss: 0.031173 | Time: 1470.58 ms
[2022-04-12 02:56:34 main:581] : INFO : Epoch 1578 | loss: 0.0311694 | val_loss: 0.0311738 | Time: 1469.38 ms
[2022-04-12 02:56:36 main:581] : INFO : Epoch 1579 | loss: 0.0311722 | val_loss: 0.0311732 | Time: 1468.33 ms
[2022-04-12 02:56:37 main:581] : INFO : Epoch 1580 | loss: 0.0311708 | val_loss: 0.0311789 | Time: 1469.7 ms
[2022-04-12 02:56:39 main:581] : INFO : Epoch 1581 | loss: 0.0311695 | val_loss: 0.031172 | Time: 1466.96 ms
[2022-04-12 02:56:40 main:581] : INFO : Epoch 1582 | loss: 0.0311707 | val_loss: 0.0311764 | Time: 1584.54 ms
[2022-04-12 02:56:42 main:581] : INFO : Epoch 1583 | loss: 0.0311685 | val_loss: 0.0311721 | Time: 1506.99 ms
[2022-04-12 02:56:43 main:581] : INFO : Epoch 1584 | loss: 0.0311674 | val_loss: 0.0311752 | Time: 1473.79 ms
[2022-04-12 02:56:45 main:581] : INFO : Epoch 1585 | loss: 0.0311702 | val_loss: 0.0311747 | Time: 1463.42 ms
[2022-04-12 02:56:46 main:581] : INFO : Epoch 1586 | loss: 0.0311714 | val_loss: 0.0311773 | Time: 1466.06 ms
[2022-04-12 02:56:48 main:581] : INFO : Epoch 1587 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 1463.75 ms
[2022-04-12 02:56:49 main:581] : INFO : Epoch 1588 | loss: 0.0311714 | val_loss: 0.0311768 | Time: 1471.97 ms
[2022-04-12 02:56:50 main:581] : INFO : Epoch 1589 | loss: 0.0311717 | val_loss: 0.031174 | Time: 1470.31 ms
[2022-04-12 02:56:52 main:581] : INFO : Epoch 1590 | loss: 0.03117 | val_loss: 0.0311742 | Time: 1466.1 ms
[2022-04-12 02:56:53 main:581] : INFO : Epoch 1591 | loss: 0.0311681 | val_loss: 0.031174 | Time: 1468.82 ms
[2022-04-12 02:56:55 main:581] : INFO : Epoch 1592 | loss: 0.0311703 | val_loss: 0.0311751 | Time: 1466.58 ms
[2022-04-12 02:56:56 main:581] : INFO : Epoch 1593 | loss: 0.0311683 | val_loss: 0.0311742 | Time: 1466.68 ms
[2022-04-12 02:56:58 main:581] : INFO : Epoch 1594 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 1467.97 ms
[2022-04-12 02:56:59 main:581] : INFO : Epoch 1595 | loss: 0.0311724 | val_loss: 0.0311788 | Time: 1467.05 ms
[2022-04-12 02:57:01 main:581] : INFO : Epoch 1596 | loss: 0.0311751 | val_loss: 0.0311767 | Time: 1468.18 ms
[2022-04-12 02:57:02 main:581] : INFO : Epoch 1597 | loss: 0.0311747 | val_loss: 0.0311755 | Time: 1473.82 ms
[2022-04-12 02:57:04 main:581] : INFO : Epoch 1598 | loss: 0.0311726 | val_loss: 0.0311729 | Time: 1735.41 ms
[2022-04-12 02:57:05 main:581] : INFO : Epoch 1599 | loss: 0.0311735 | val_loss: 0.031185 | Time: 1472.46 ms
[2022-04-12 02:57:07 main:581] : INFO : Epoch 1600 | loss: 0.0311731 | val_loss: 0.0311723 | Time: 1478.47 ms
[2022-04-12 02:57:08 main:581] : INFO : Epoch 1601 | loss: 0.0311701 | val_loss: 0.0311736 | Time: 1474.27 ms
[2022-04-12 02:57:10 main:581] : INFO : Epoch 1602 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 1472.4 ms
[2022-04-12 02:57:11 main:581] : INFO : Epoch 1603 | loss: 0.031171 | val_loss: 0.0311765 | Time: 1515.22 ms
[2022-04-12 02:57:13 main:581] : INFO : Epoch 1604 | loss: 0.0311734 | val_loss: 0.0311749 | Time: 1472.85 ms
[2022-04-12 02:57:14 main:581] : INFO : Epoch 1605 | loss: 0.0311735 | val_loss: 0.0311853 | Time: 1471.76 ms
[2022-04-12 02:57:16 main:581] : INFO : Epoch 1606 | loss: 0.0311741 | val_loss: 0.0311742 | Time: 1470.73 ms
[2022-04-12 02:57:17 main:581] : INFO : Epoch 1607 | loss: 0.031173 | val_loss: 0.0311731 | Time: 1479.61 ms
[2022-04-12 02:57:19 main:581] : INFO : Epoch 1608 | loss: 0.0311745 | val_loss: 0.0311731 | Time: 1469.56 ms
[2022-04-12 02:57:20 main:581] : INFO : Epoch 1609 | loss: 0.0311703 | val_loss: 0.0311758 | Time: 1466.62 ms
[2022-04-12 02:57:22 main:581] : INFO : Epoch 1610 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 1468.46 ms
[2022-04-12 02:57:23 main:581] : INFO : Epoch 1611 | loss: 0.0311713 | val_loss: 0.0311742 | Time: 1470.94 ms
[2022-04-12 02:57:25 main:581] : INFO : Epoch 1612 | loss: 0.0311705 | val_loss: 0.0311762 | Time: 1473.92 ms
[2022-04-12 02:57:26 main:581] : INFO : Epoch 1613 | loss: 0.0311698 | val_loss: 0.0311771 | Time: 1473.06 ms
[2022-04-12 02:57:28 main:581] : INFO : Epoch 1614 | loss: 0.0311707 | val_loss: 0.0311745 | Time: 1467.25 ms
[2022-04-12 02:57:29 main:581] : INFO : Epoch 1615 | loss: 0.031172 | val_loss: 0.0311751 | Time: 1469.92 ms
[2022-04-12 02:57:31 main:581] : INFO : Epoch 1616 | loss: 0.0311705 | val_loss: 0.0311725 | Time: 1470.28 ms
[2022-04-12 02:57:32 main:581] : INFO : Epoch 1617 | loss: 0.0311695 | val_loss: 0.0311782 | Time: 1470.65 ms
[2022-04-12 02:57:33 main:581] : INFO : Epoch 1618 | loss: 0.031174 | val_loss: 0.03118 | Time: 1471.17 ms
[2022-04-12 02:57:35 main:581] : INFO : Epoch 1619 | loss: 0.0311711 | val_loss: 0.0311804 | Time: 1472.01 ms
[2022-04-12 02:57:36 main:581] : INFO : Epoch 1620 | loss: 0.0311724 | val_loss: 0.0311772 | Time: 1468.24 ms
[2022-04-12 02:57:38 main:581] : INFO : Epoch 1621 | loss: 0.0311699 | val_loss: 0.0311739 | Time: 1466.82 ms
[2022-04-12 02:57:39 main:581] : INFO : Epoch 1622 | loss: 0.0311737 | val_loss: 0.0311741 | Time: 1471.09 ms
[2022-04-12 02:57:41 main:581] : INFO : Epoch 1623 | loss: 0.0311711 | val_loss: 0.0311742 | Time: 1472.37 ms
[2022-04-12 02:57:42 main:581] : INFO : Epoch 1624 | loss: 0.0311706 | val_loss: 0.0311756 | Time: 1473.62 ms
[2022-04-12 02:57:44 main:581] : INFO : Epoch 1625 | loss: 0.0311722 | val_loss: 0.0311755 | Time: 1472.71 ms
[2022-04-12 02:57:45 main:581] : INFO : Epoch 1626 | loss: 0.0311715 | val_loss: 0.0311741 | Time: 1467.85 ms
[2022-04-12 02:57:47 main:581] : INFO : Epoch 1627 | loss: 0.0311695 | val_loss: 0.0311728 | Time: 1466.7 ms
[2022-04-12 02:57:48 main:581] : INFO : Epoch 1628 | loss: 0.0311703 | val_loss: 0.03118 | Time: 1465.72 ms
[2022-04-12 02:57:50 main:581] : INFO : Epoch 1629 | loss: 0.0311702 | val_loss: 0.0311828 | Time: 1466.44 ms
[2022-04-12 02:57:51 main:581] : INFO : Epoch 1630 | loss: 0.0311702 | val_loss: 0.0311727 | Time: 1465.14 ms
[2022-04-12 02:57:53 main:581] : INFO : Epoch 1631 | loss: 0.0311684 | val_loss: 0.0311736 | Time: 1463.25 ms
[2022-04-12 02:57:54 main:581] : INFO : Epoch 1632 | loss: 0.0311696 | val_loss: 0.0311879 | Time: 1463.92 ms
[2022-04-12 02:57:55 main:581] : INFO : Epoch 1633 | loss: 0.0311708 | val_loss: 0.0311752 | Time: 1461.7 ms
[2022-04-12 02:57:57 main:581] : INFO : Epoch 1634 | loss: 0.031168 | val_loss: 0.0311752 | Time: 1463.47 ms
[2022-04-12 02:57:58 main:581] : INFO : Epoch 1635 | loss: 0.0311682 | val_loss: 0.0311718 | Time: 1467.72 ms
[2022-04-12 02:58:00 main:581] : INFO : Epoch 1636 | loss: 0.0311689 | val_loss: 0.0311745 | Time: 1466.49 ms
[2022-04-12 02:58:01 main:581] : INFO : Epoch 1637 | loss: 0.0311725 | val_loss: 0.0311746 | Time: 1471.71 ms
[2022-04-12 02:58:03 main:581] : INFO : Epoch 1638 | loss: 0.0311695 | val_loss: 0.0311775 | Time: 1469.22 ms
[2022-04-12 02:58:04 main:581] : INFO : Epoch 1639 | loss: 0.0311705 | val_loss: 0.0311748 | Time: 1472.93 ms
[2022-04-12 02:58:06 main:581] : INFO : Epoch 1640 | loss: 0.0311701 | val_loss: 0.0311737 | Time: 1469.19 ms
[2022-04-12 02:58:07 main:581] : INFO : Epoch 1641 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 1464.69 ms
[2022-04-12 02:58:09 main:581] : INFO : Epoch 1642 | loss: 0.0311714 | val_loss: 0.0311741 | Time: 1470.16 ms
[2022-04-12 02:58:10 main:581] : INFO : Epoch 1643 | loss: 0.0311724 | val_loss: 0.0311748 | Time: 1471.35 ms
[2022-04-12 02:58:12 main:581] : INFO : Epoch 1644 | loss: 0.0311711 | val_loss: 0.0311754 | Time: 1570.34 ms
[2022-04-12 02:58:13 main:581] : INFO : Epoch 1645 | loss: 0.0311764 | val_loss: 0.0311772 | Time: 1471.75 ms
[2022-04-12 02:58:15 main:581] : INFO : Epoch 1646 | loss: 0.0311734 | val_loss: 0.031173 | Time: 1469.41 ms
[2022-04-12 02:58:16 main:581] : INFO : Epoch 1647 | loss: 0.0311705 | val_loss: 0.0311733 | Time: 1470.51 ms
[2022-04-12 02:58:18 main:581] : INFO : Epoch 1648 | loss: 0.0311752 | val_loss: 0.0311789 | Time: 1470.31 ms
[2022-04-12 02:58:19 main:581] : INFO : Epoch 1649 | loss: 0.0311704 | val_loss: 0.0311734 | Time: 1473.17 ms
[2022-04-12 02:58:21 main:581] : INFO : Epoch 1650 | loss: 0.0311705 | val_loss: 0.0311726 | Time: 1467.61 ms
[2022-04-12 02:58:22 main:581] : INFO : Epoch 1651 | loss: 0.0311696 | val_loss: 0.0311755 | Time: 1470.74 ms
[2022-04-12 02:58:24 main:581] : INFO : Epoch 1652 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 1474.22 ms
[2022-04-12 02:58:25 main:581] : INFO : Epoch 1653 | loss: 0.0311697 | val_loss: 0.0311771 | Time: 1465.71 ms
[2022-04-12 02:58:27 main:581] : INFO : Epoch 1654 | loss: 0.0311697 | val_loss: 0.0311735 | Time: 1559.86 ms
[2022-04-12 02:58:28 main:581] : INFO : Epoch 1655 | loss: 0.0311709 | val_loss: 0.031174 | Time: 1467.78 ms
[2022-04-12 02:58:29 main:581] : INFO : Epoch 1656 | loss: 0.0311713 | val_loss: 0.0311748 | Time: 1470.57 ms
[2022-04-12 02:58:31 main:581] : INFO : Epoch 1657 | loss: 0.0311685 | val_loss: 0.031173 | Time: 1471.06 ms
[2022-04-12 02:58:32 main:581] : INFO : Epoch 1658 | loss: 0.031168 | val_loss: 0.0311743 | Time: 1471.04 ms
[2022-04-12 02:58:34 main:581] : INFO : Epoch 1659 | loss: 0.0311691 | val_loss: 0.0311729 | Time: 1465.46 ms
[2022-04-12 02:58:35 main:581] : INFO : Epoch 1660 | loss: 0.0311688 | val_loss: 0.0311747 | Time: 1476.39 ms
[2022-04-12 02:58:37 main:581] : INFO : Epoch 1661 | loss: 0.0311707 | val_loss: 0.0311748 | Time: 1482.81 ms
[2022-04-12 02:58:38 main:581] : INFO : Epoch 1662 | loss: 0.0311696 | val_loss: 0.0311758 | Time: 1471.27 ms
[2022-04-12 02:58:40 main:581] : INFO : Epoch 1663 | loss: 0.0311701 | val_loss: 0.0311764 | Time: 1465.37 ms
[2022-04-12 02:58:41 main:581] : INFO : Epoch 1664 | loss: 0.0311715 | val_loss: 0.0311737 | Time: 1463.14 ms
[2022-04-12 02:58:43 main:581] : INFO : Epoch 1665 | loss: 0.0311728 | val_loss: 0.0311764 | Time: 1470.23 ms
[2022-04-12 02:58:44 main:581] : INFO : Epoch 1666 | loss: 0.0311692 | val_loss: 0.0311732 | Time: 1513.49 ms
[2022-04-12 02:58:46 main:581] : INFO : Epoch 1667 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 1467.18 ms
[2022-04-12 02:58:47 main:581] : INFO : Epoch 1668 | loss: 0.0311683 | val_loss: 0.0311721 | Time: 1470.8 ms
[2022-04-12 02:58:49 main:581] : INFO : Epoch 1669 | loss: 0.0311693 | val_loss: 0.0311749 | Time: 1471.04 ms
[2022-04-12 02:58:50 main:581] : INFO : Epoch 1670 | loss: 0.0311707 | val_loss: 0.0311891 | Time: 1474.22 ms
[2022-04-12 02:58:52 main:581] : INFO : Epoch 1671 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 1470.13 ms
[2022-04-12 02:58:53 main:581] : INFO : Epoch 1672 | loss: 0.0311702 | val_loss: 0.0311724 | Time: 1473.05 ms
[2022-04-12 02:58:55 main:581] : INFO : Epoch 1673 | loss: 0.0311673 | val_loss: 0.0311767 | Time: 1471.78 ms
[2022-04-12 02:58:56 main:581] : INFO : Epoch 1674 | loss: 0.0311677 | val_loss: 0.0311744 | Time: 1471.37 ms
[2022-04-12 02:58:58 main:581] : INFO : Epoch 1675 | loss: 0.0311711 | val_loss: 0.0311787 | Time: 1587.61 ms
[2022-04-12 02:58:59 main:581] : INFO : Epoch 1676 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 1471.75 ms
[2022-04-12 02:59:01 main:581] : INFO : Epoch 1677 | loss: 0.0311673 | val_loss: 0.0311747 | Time: 1472.16 ms
[2022-04-12 02:59:02 main:581] : INFO : Epoch 1678 | loss: 0.0311661 | val_loss: 0.0311748 | Time: 1465.87 ms
[2022-04-12 02:59:03 main:581] : INFO : Epoch 1679 | loss: 0.0311676 | val_loss: 0.0311799 | Time: 1472.18 ms
[2022-04-12 02:59:05 main:581] : INFO : Epoch 1680 | loss: 0.0311676 | val_loss: 0.0311751 | Time: 1471.07 ms
[2022-04-12 02:59:06 main:581] : INFO : Epoch 1681 | loss: 0.0311669 | val_loss: 0.0311763 | Time: 1472.41 ms
[2022-04-12 02:59:08 main:581] : INFO : Epoch 1682 | loss: 0.031167 | val_loss: 0.0311774 | Time: 1473.95 ms
[2022-04-12 02:59:09 main:581] : INFO : Epoch 1683 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 1583.52 ms
[2022-04-12 02:59:11 main:581] : INFO : Epoch 1684 | loss: 0.0311667 | val_loss: 0.0311757 | Time: 1475.39 ms
[2022-04-12 02:59:12 main:581] : INFO : Epoch 1685 | loss: 0.0311688 | val_loss: 0.031181 | Time: 1471.4 ms
[2022-04-12 02:59:14 main:581] : INFO : Epoch 1686 | loss: 0.0311672 | val_loss: 0.0311746 | Time: 1467.35 ms
[2022-04-12 02:59:15 main:581] : INFO : Epoch 1687 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 1470.83 ms
[2022-04-12 02:59:17 main:581] : INFO : Epoch 1688 | loss: 0.0311678 | val_loss: 0.0311762 | Time: 1768.27 ms
[2022-04-12 02:59:19 main:581] : INFO : Epoch 1689 | loss: 0.0311668 | val_loss: 0.0311819 | Time: 1468.43 ms
[2022-04-12 02:59:20 main:581] : INFO : Epoch 1690 | loss: 0.03117 | val_loss: 0.031179 | Time: 1475.92 ms
[2022-04-12 02:59:22 main:581] : INFO : Epoch 1691 | loss: 0.0311669 | val_loss: 0.031174 | Time: 1480.44 ms
[2022-04-12 02:59:23 main:581] : INFO : Epoch 1692 | loss: 0.031172 | val_loss: 0.0311771 | Time: 1475.33 ms
[2022-04-12 02:59:24 main:581] : INFO : Epoch 1693 | loss: 0.0311695 | val_loss: 0.0311758 | Time: 1474.79 ms
[2022-04-12 02:59:26 main:581] : INFO : Epoch 1694 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 1479.78 ms
[2022-04-12 02:59:27 main:581] : INFO : Epoch 1695 | loss: 0.0311662 | val_loss: 0.0311739 | Time: 1476.98 ms
[2022-04-12 02:59:29 main:581] : INFO : Epoch 1696 | loss: 0.0311649 | val_loss: 0.0311745 | Time: 1475.36 ms
[2022-04-12 02:59:30 main:581] : INFO : Epoch 1697 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 1561.97 ms
[2022-04-12 02:59:32 main:581] : INFO : Epoch 1698 | loss: 0.0311655 | val_loss: 0.0311736 | Time: 1469.62 ms
[2022-04-12 02:59:33 main:581] : INFO : Epoch 1699 | loss: 0.0311656 | val_loss: 0.0311748 | Time: 1469.12 ms
[2022-04-12 02:59:35 main:581] : INFO : Epoch 1700 | loss: 0.0311649 | val_loss: 0.0311769 | Time: 1467.63 ms
[2022-04-12 02:59:36 main:581] : INFO : Epoch 1701 | loss: 0.0311646 | val_loss: 0.031174 | Time: 1469.88 ms
[2022-04-12 02:59:38 main:581] : INFO : Epoch 1702 | loss: 0.0311637 | val_loss: 0.0311773 | Time: 1471.71 ms
[2022-04-12 02:59:39 main:581] : INFO : Epoch 1703 | loss: 0.0311658 | val_loss: 0.0311738 | Time: 1472.33 ms
[2022-04-12 02:59:41 main:581] : INFO : Epoch 1704 | loss: 0.0311652 | val_loss: 0.0311765 | Time: 1472.41 ms
[2022-04-12 02:59:42 main:581] : INFO : Epoch 1705 | loss: 0.0311661 | val_loss: 0.0311756 | Time: 1468.58 ms
[2022-04-12 02:59:44 main:581] : INFO : Epoch 1706 | loss: 0.0311667 | val_loss: 0.0311743 | Time: 1471.5 ms
[2022-04-12 02:59:45 main:581] : INFO : Epoch 1707 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 1469.46 ms
[2022-04-12 02:59:47 main:581] : INFO : Epoch 1708 | loss: 0.0311646 | val_loss: 0.0311749 | Time: 1470.55 ms
[2022-04-12 02:59:48 main:581] : INFO : Epoch 1709 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 1468.39 ms
[2022-04-12 02:59:50 main:581] : INFO : Epoch 1710 | loss: 0.0311637 | val_loss: 0.0311729 | Time: 1465.89 ms
[2022-04-12 02:59:51 main:581] : INFO : Epoch 1711 | loss: 0.0311657 | val_loss: 0.0311744 | Time: 1469.14 ms
[2022-04-12 02:59:53 main:581] : INFO : Epoch 1712 | loss: 0.0311654 | val_loss: 0.0311739 | Time: 1470.35 ms
[2022-04-12 02:59:54 main:581] : INFO : Epoch 1713 | loss: 0.0311661 | val_loss: 0.0311737 | Time: 1467.06 ms
[2022-04-12 02:59:55 main:581] : INFO : Epoch 1714 | loss: 0.0311658 | val_loss: 0.0311785 | Time: 1467.3 ms
[2022-04-12 02:59:57 main:581] : INFO : Epoch 1715 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 1470.99 ms
[2022-04-12 02:59:58 main:581] : INFO : Epoch 1716 | loss: 0.0311684 | val_loss: 0.0311801 | Time: 1471.38 ms
[2022-04-12 03:00:00 main:581] : INFO : Epoch 1717 | loss: 0.0311653 | val_loss: 0.0311781 | Time: 1477.85 ms
[2022-04-12 03:00:01 main:581] : INFO : Epoch 1718 | loss: 0.0311653 | val_loss: 0.0311779 | Time: 1475.34 ms
[2022-04-12 03:00:03 main:581] : INFO : Epoch 1719 | loss: 0.031166 | val_loss: 0.0311749 | Time: 1485.9 ms
[2022-04-12 03:00:04 main:581] : INFO : Epoch 1720 | loss: 0.0311641 | val_loss: 0.0311761 | Time: 1609.38 ms
[2022-04-12 03:00:06 main:581] : INFO : Epoch 1721 | loss: 0.0311647 | val_loss: 0.0311849 | Time: 1495.86 ms
[2022-04-12 03:00:07 main:581] : INFO : Epoch 1722 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 1473.98 ms
[2022-04-12 03:00:09 main:581] : INFO : Epoch 1723 | loss: 0.0311643 | val_loss: 0.0311741 | Time: 1475.42 ms
[2022-04-12 03:00:10 main:581] : INFO : Epoch 1724 | loss: 0.0311705 | val_loss: 0.0311771 | Time: 1474.76 ms
[2022-04-12 03:00:12 main:581] : INFO : Epoch 1725 | loss: 0.0311763 | val_loss: 0.0311773 | Time: 1491.72 ms
[2022-04-12 03:00:13 main:581] : INFO : Epoch 1726 | loss: 0.0311762 | val_loss: 0.0311933 | Time: 1475.06 ms
[2022-04-12 03:00:15 main:581] : INFO : Epoch 1727 | loss: 0.0311771 | val_loss: 0.0311731 | Time: 1474.12 ms
[2022-04-12 03:00:16 main:581] : INFO : Epoch 1728 | loss: 0.0311731 | val_loss: 0.0311738 | Time: 1571.64 ms
[2022-04-12 03:00:18 main:581] : INFO : Epoch 1729 | loss: 0.031171 | val_loss: 0.0311724 | Time: 1474.33 ms
[2022-04-12 03:00:19 main:581] : INFO : Epoch 1730 | loss: 0.0311708 | val_loss: 0.0311737 | Time: 1475.15 ms
[2022-04-12 03:00:21 main:581] : INFO : Epoch 1731 | loss: 0.0311714 | val_loss: 0.0311726 | Time: 1470.34 ms
[2022-04-12 03:00:22 main:581] : INFO : Epoch 1732 | loss: 0.0311712 | val_loss: 0.0311722 | Time: 1474.84 ms
[2022-04-12 03:00:24 main:581] : INFO : Epoch 1733 | loss: 0.0311734 | val_loss: 0.0311723 | Time: 1473.1 ms
[2022-04-12 03:00:25 main:581] : INFO : Epoch 1734 | loss: 0.0311729 | val_loss: 0.0311726 | Time: 1485.42 ms
[2022-04-12 03:00:27 main:581] : INFO : Epoch 1735 | loss: 0.0311694 | val_loss: 0.0311721 | Time: 1471.35 ms
[2022-04-12 03:00:28 main:581] : INFO : Epoch 1736 | loss: 0.0311706 | val_loss: 0.0311735 | Time: 1476.79 ms
[2022-04-12 03:00:30 main:581] : INFO : Epoch 1737 | loss: 0.0311697 | val_loss: 0.0311751 | Time: 1473.12 ms
[2022-04-12 03:00:31 main:581] : INFO : Epoch 1738 | loss: 0.0311716 | val_loss: 0.0311774 | Time: 1470.27 ms
[2022-04-12 03:00:33 main:581] : INFO : Epoch 1739 | loss: 0.03117 | val_loss: 0.0311724 | Time: 1581.05 ms
[2022-04-12 03:00:34 main:581] : INFO : Epoch 1740 | loss: 0.0311699 | val_loss: 0.0311723 | Time: 1474.35 ms
[2022-04-12 03:00:36 main:581] : INFO : Epoch 1741 | loss: 0.0311702 | val_loss: 0.0311766 | Time: 1470.02 ms
[2022-04-12 03:00:37 main:581] : INFO : Epoch 1742 | loss: 0.031173 | val_loss: 0.0311759 | Time: 1483.85 ms
[2022-04-12 03:00:39 main:581] : INFO : Epoch 1743 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 1484.84 ms
[2022-04-12 03:00:40 main:581] : INFO : Epoch 1744 | loss: 0.0311693 | val_loss: 0.031173 | Time: 1480.95 ms
[2022-04-12 03:00:42 main:581] : INFO : Epoch 1745 | loss: 0.031169 | val_loss: 0.031173 | Time: 1478.35 ms
[2022-04-12 03:00:43 main:581] : INFO : Epoch 1746 | loss: 0.0311685 | val_loss: 0.0311714 | Time: 1476.23 ms
[2022-04-12 03:00:45 main:581] : INFO : Epoch 1747 | loss: 0.0311687 | val_loss: 0.0311719 | Time: 1475.12 ms
[2022-04-12 03:00:46 main:581] : INFO : Epoch 1748 | loss: 0.0311688 | val_loss: 0.0311714 | Time: 1476.96 ms
[2022-04-12 03:00:48 main:581] : INFO : Epoch 1749 | loss: 0.0311689 | val_loss: 0.0311715 | Time: 1470.31 ms
[2022-04-12 03:00:49 main:581] : INFO : Epoch 1750 | loss: 0.0311696 | val_loss: 0.0311719 | Time: 1469.23 ms
[2022-04-12 03:00:50 main:581] : INFO : Epoch 1751 | loss: 0.0311698 | val_loss: 0.0311715 | Time: 1481.57 ms
[2022-04-12 03:00:52 main:581] : INFO : Epoch 1752 | loss: 0.0311695 | val_loss: 0.0311729 | Time: 1468.89 ms
[2022-04-12 03:00:53 main:581] : INFO : Epoch 1753 | loss: 0.031173 | val_loss: 0.0311708 | Time: 1471.01 ms
[2022-04-12 03:00:55 main:581] : INFO : Epoch 1754 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 1719.62 ms
[2022-04-12 03:00:57 main:581] : INFO : Epoch 1755 | loss: 0.0311685 | val_loss: 0.0311719 | Time: 1464.68 ms
[2022-04-12 03:00:58 main:581] : INFO : Epoch 1756 | loss: 0.0311676 | val_loss: 0.0311714 | Time: 1476 ms
[2022-04-12 03:01:00 main:581] : INFO : Epoch 1757 | loss: 0.0311668 | val_loss: 0.0311791 | Time: 1466.72 ms
[2022-04-12 03:01:01 main:581] : INFO : Epoch 1758 | loss: 0.031167 | val_loss: 0.0311717 | Time: 1543.5 ms
[2022-04-12 03:01:03 main:581] : INFO : Epoch 1759 | loss: 0.031171 | val_loss: 0.0311727 | Time: 1472.24 ms
[2022-04-12 03:01:04 main:581] : INFO : Epoch 1760 | loss: 0.0311711 | val_loss: 0.031181 | Time: 1507.63 ms
[2022-04-12 03:01:06 main:581] : INFO : Epoch 1761 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 1644.58 ms
[2022-04-12 03:01:07 main:581] : INFO : Epoch 1762 | loss: 0.0311697 | val_loss: 0.0311746 | Time: 1471.24 ms
[2022-04-12 03:01:09 main:581] : INFO : Epoch 1763 | loss: 0.0311742 | val_loss: 0.0311726 | Time: 1471.03 ms
[2022-04-12 03:01:10 main:581] : INFO : Epoch 1764 | loss: 0.0311707 | val_loss: 0.0311731 | Time: 1470.49 ms
[2022-04-12 03:01:12 main:581] : INFO : Epoch 1765 | loss: 0.0311668 | val_loss: 0.0311717 | Time: 1617.34 ms
[2022-04-12 03:01:13 main:581] : INFO : Epoch 1766 | loss: 0.0311668 | val_loss: 0.0311737 | Time: 1463.73 ms
[2022-04-12 03:01:15 main:581] : INFO : Epoch 1767 | loss: 0.0311689 | val_loss: 0.0311779 | Time: 1463.97 ms
[2022-04-12 03:01:16 main:581] : INFO : Epoch 1768 | loss: 0.0311691 | val_loss: 0.0311721 | Time: 1467.74 ms
[2022-04-12 03:01:18 main:581] : INFO : Epoch 1769 | loss: 0.0311669 | val_loss: 0.0311717 | Time: 1462.47 ms
[2022-04-12 03:01:19 main:581] : INFO : Epoch 1770 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 1464.23 ms
[2022-04-12 03:01:21 main:581] : INFO : Epoch 1771 | loss: 0.0311688 | val_loss: 0.0311714 | Time: 1486.65 ms
[2022-04-12 03:01:22 main:581] : INFO : Epoch 1772 | loss: 0.0311681 | val_loss: 0.0311738 | Time: 1471.04 ms
[2022-04-12 03:01:24 main:581] : INFO : Epoch 1773 | loss: 0.0311661 | val_loss: 0.0311718 | Time: 2017.73 ms
[2022-04-12 03:01:25 main:581] : INFO : Epoch 1774 | loss: 0.0311697 | val_loss: 0.0311719 | Time: 1471.2 ms
[2022-04-12 03:01:27 main:581] : INFO : Epoch 1775 | loss: 0.0311691 | val_loss: 0.0311768 | Time: 1577.62 ms
[2022-04-12 03:01:29 main:581] : INFO : Epoch 1776 | loss: 0.0311705 | val_loss: 0.0311807 | Time: 1473.24 ms
[2022-04-12 03:01:30 main:581] : INFO : Epoch 1777 | loss: 0.0311727 | val_loss: 0.0311714 | Time: 1468.64 ms
[2022-04-12 03:01:31 main:581] : INFO : Epoch 1778 | loss: 0.0311682 | val_loss: 0.0311721 | Time: 1487.92 ms
[2022-04-12 03:01:33 main:581] : INFO : Epoch 1779 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 1472.41 ms
[2022-04-12 03:01:34 main:581] : INFO : Epoch 1780 | loss: 0.0311648 | val_loss: 0.0311714 | Time: 1469.75 ms
[2022-04-12 03:01:36 main:581] : INFO : Epoch 1781 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 1471.84 ms
[2022-04-12 03:01:37 main:581] : INFO : Epoch 1782 | loss: 0.0311668 | val_loss: 0.0311716 | Time: 1470.46 ms
[2022-04-12 03:01:39 main:581] : INFO : Epoch 1783 | loss: 0.031166 | val_loss: 0.0311728 | Time: 1465.35 ms
[2022-04-12 03:01:40 main:581] : INFO : Epoch 1784 | loss: 0.0311671 | val_loss: 0.0311744 | Time: 1466.35 ms
[2022-04-12 03:01:42 main:581] : INFO : Epoch 1785 | loss: 0.031165 | val_loss: 0.0311721 | Time: 1471.68 ms
[2022-04-12 03:01:43 main:581] : INFO : Epoch 1786 | loss: 0.0311665 | val_loss: 0.0311733 | Time: 1474.61 ms
[2022-04-12 03:01:45 main:581] : INFO : Epoch 1787 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 1472.57 ms
[2022-04-12 03:01:46 main:581] : INFO : Epoch 1788 | loss: 0.0311662 | val_loss: 0.0311709 | Time: 1482.62 ms
[2022-04-12 03:01:48 main:581] : INFO : Epoch 1789 | loss: 0.0311686 | val_loss: 0.0311713 | Time: 1470.65 ms
[2022-04-12 03:01:49 main:581] : INFO : Epoch 1790 | loss: 0.0311664 | val_loss: 0.0311711 | Time: 1469.65 ms
[2022-04-12 03:01:51 main:581] : INFO : Epoch 1791 | loss: 0.0311663 | val_loss: 0.0311716 | Time: 1470.41 ms
[2022-04-12 03:01:52 main:581] : INFO : Epoch 1792 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 1471.86 ms
[2022-04-12 03:01:54 main:581] : INFO : Epoch 1793 | loss: 0.0311715 | val_loss: 0.0311714 | Time: 1475.34 ms
[2022-04-12 03:01:55 main:581] : INFO : Epoch 1794 | loss: 0.0311689 | val_loss: 0.0311722 | Time: 1471.86 ms
[2022-04-12 03:01:57 main:581] : INFO : Epoch 1795 | loss: 0.0311709 | val_loss: 0.0311727 | Time: 1470.54 ms
[2022-04-12 03:01:58 main:581] : INFO : Epoch 1796 | loss: 0.0311712 | val_loss: 0.0311732 | Time: 1470.59 ms
[2022-04-12 03:01:59 main:581] : INFO : Epoch 1797 | loss: 0.0311679 | val_loss: 0.0311729 | Time: 1469.82 ms
[2022-04-12 03:02:01 main:581] : INFO : Epoch 1798 | loss: 0.0311684 | val_loss: 0.0311737 | Time: 1467.98 ms
[2022-04-12 03:02:02 main:581] : INFO : Epoch 1799 | loss: 0.0311707 | val_loss: 0.0311746 | Time: 1478.51 ms
[2022-04-12 03:02:04 main:581] : INFO : Epoch 1800 | loss: 0.0311671 | val_loss: 0.0311717 | Time: 1470.3 ms
[2022-04-12 03:02:05 main:581] : INFO : Epoch 1801 | loss: 0.0311654 | val_loss: 0.0311723 | Time: 1470.46 ms
[2022-04-12 03:02:07 main:581] : INFO : Epoch 1802 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 1469.17 ms
[2022-04-12 03:02:08 main:581] : INFO : Epoch 1803 | loss: 0.031168 | val_loss: 0.0311718 | Time: 1467.05 ms
[2022-04-12 03:02:10 main:581] : INFO : Epoch 1804 | loss: 0.0311677 | val_loss: 0.0311723 | Time: 1470.62 ms
[2022-04-12 03:02:11 main:581] : INFO : Epoch 1805 | loss: 0.0311705 | val_loss: 0.0311719 | Time: 1463.53 ms
[2022-04-12 03:02:13 main:581] : INFO : Epoch 1806 | loss: 0.0311706 | val_loss: 0.0311717 | Time: 1467.55 ms
[2022-04-12 03:02:14 main:581] : INFO : Epoch 1807 | loss: 0.0311699 | val_loss: 0.0311773 | Time: 1466.25 ms
[2022-04-12 03:02:16 main:581] : INFO : Epoch 1808 | loss: 0.0311682 | val_loss: 0.0311697 | Time: 1469.4 ms
[2022-04-12 03:02:17 main:581] : INFO : Epoch 1809 | loss: 0.0311664 | val_loss: 0.0311701 | Time: 1468.76 ms
[2022-04-12 03:02:19 main:581] : INFO : Epoch 1810 | loss: 0.0311664 | val_loss: 0.0311709 | Time: 1469.81 ms
[2022-04-12 03:02:20 main:581] : INFO : Epoch 1811 | loss: 0.0311664 | val_loss: 0.0311699 | Time: 1469.87 ms
[2022-04-12 03:02:21 main:581] : INFO : Epoch 1812 | loss: 0.031166 | val_loss: 0.0311697 | Time: 1466.3 ms
[2022-04-12 03:02:23 main:581] : INFO : Epoch 1813 | loss: 0.0311679 | val_loss: 0.03117 | Time: 1472.03 ms
[2022-04-12 03:02:24 main:581] : INFO : Epoch 1814 | loss: 0.0311673 | val_loss: 0.0311729 | Time: 1467.37 ms
[2022-04-12 03:02:26 main:581] : INFO : Epoch 1815 | loss: 0.0311681 | val_loss: 0.0311705 | Time: 1471.07 ms
[2022-04-12 03:02:27 main:581] : INFO : Epoch 1816 | loss: 0.0311649 | val_loss: 0.0311716 | Time: 1472.2 ms
[2022-04-12 03:02:29 main:581] : INFO : Epoch 1817 | loss: 0.0311648 | val_loss: 0.0311705 | Time: 1468.83 ms
[2022-04-12 03:02:31 main:581] : INFO : Epoch 1818 | loss: 0.0311645 | val_loss: 0.0311756 | Time: 1840.4 ms
[2022-04-12 03:02:32 main:581] : INFO : Epoch 1819 | loss: 0.0311664 | val_loss: 0.0311723 | Time: 1463.08 ms
[2022-04-12 03:02:34 main:581] : INFO : Epoch 1820 | loss: 0.0311676 | val_loss: 0.0311726 | Time: 1467.32 ms
[2022-04-12 03:02:36 main:581] : INFO : Epoch 1821 | loss: 0.0311691 | val_loss: 0.0311717 | Time: 2134.68 ms
[2022-04-12 03:02:37 main:581] : INFO : Epoch 1822 | loss: 0.0311674 | val_loss: 0.0311718 | Time: 1468.57 ms
[2022-04-12 03:02:39 main:581] : INFO : Epoch 1823 | loss: 0.0311675 | val_loss: 0.0311709 | Time: 1472.78 ms
[2022-04-12 03:02:40 main:581] : INFO : Epoch 1824 | loss: 0.0311678 | val_loss: 0.0311821 | Time: 1477.92 ms
[2022-04-12 03:02:42 main:581] : INFO : Epoch 1825 | loss: 0.0311731 | val_loss: 0.0311724 | Time: 1470.4 ms
[2022-04-12 03:02:43 main:581] : INFO : Epoch 1826 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 1471.28 ms
[2022-04-12 03:02:45 main:581] : INFO : Epoch 1827 | loss: 0.0311657 | val_loss: 0.0311721 | Time: 1470.42 ms
[2022-04-12 03:02:46 main:581] : INFO : Epoch 1828 | loss: 0.0311663 | val_loss: 0.0311717 | Time: 1585.18 ms
[2022-04-12 03:02:48 main:581] : INFO : Epoch 1829 | loss: 0.0311684 | val_loss: 0.0311735 | Time: 1477.13 ms
[2022-04-12 03:02:49 main:581] : INFO : Epoch 1830 | loss: 0.0311702 | val_loss: 0.0311728 | Time: 1473.1 ms
[2022-04-12 03:02:51 main:581] : INFO : Epoch 1831 | loss: 0.0311702 | val_loss: 0.0311731 | Time: 1470.53 ms
[2022-04-12 03:02:52 main:581] : INFO : Epoch 1832 | loss: 0.0311673 | val_loss: 0.0311755 | Time: 1471.19 ms
[2022-04-12 03:02:54 main:581] : INFO : Epoch 1833 | loss: 0.0311685 | val_loss: 0.0311739 | Time: 1472.3 ms
[2022-04-12 03:02:55 main:581] : INFO : Epoch 1834 | loss: 0.0311672 | val_loss: 0.0311745 | Time: 1470.34 ms
[2022-04-12 03:02:56 main:581] : INFO : Epoch 1835 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 1468.55 ms
[2022-04-12 03:02:58 main:581] : INFO : Epoch 1836 | loss: 0.0311684 | val_loss: 0.0311733 | Time: 1467.13 ms
[2022-04-12 03:02:59 main:581] : INFO : Epoch 1837 | loss: 0.0311678 | val_loss: 0.031175 | Time: 1469.44 ms
[2022-04-12 03:03:01 main:581] : INFO : Epoch 1838 | loss: 0.0311662 | val_loss: 0.0311704 | Time: 1470.54 ms
[2022-04-12 03:03:02 main:581] : INFO : Epoch 1839 | loss: 0.0311655 | val_loss: 0.0311759 | Time: 1469.99 ms
[2022-04-12 03:03:04 main:581] : INFO : Epoch 1840 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 1472.68 ms
[2022-04-12 03:03:05 main:581] : INFO : Epoch 1841 | loss: 0.0311676 | val_loss: 0.0311744 | Time: 1475.34 ms
[2022-04-12 03:03:07 main:581] : INFO : Epoch 1842 | loss: 0.0311663 | val_loss: 0.0311717 | Time: 1468.9 ms
[2022-04-12 03:03:08 main:581] : INFO : Epoch 1843 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 1480.18 ms
[2022-04-12 03:03:10 main:581] : INFO : Epoch 1844 | loss: 0.0311649 | val_loss: 0.0311709 | Time: 1478.71 ms
[2022-04-12 03:03:11 main:581] : INFO : Epoch 1845 | loss: 0.0311652 | val_loss: 0.0311712 | Time: 1477.53 ms
[2022-04-12 03:03:13 main:581] : INFO : Epoch 1846 | loss: 0.0311642 | val_loss: 0.0311716 | Time: 1468.16 ms
[2022-04-12 03:03:14 main:581] : INFO : Epoch 1847 | loss: 0.0311644 | val_loss: 0.0311706 | Time: 1470.7 ms
[2022-04-12 03:03:16 main:581] : INFO : Epoch 1848 | loss: 0.0311659 | val_loss: 0.0311759 | Time: 1469.37 ms
[2022-04-12 03:03:17 main:581] : INFO : Epoch 1849 | loss: 0.0311679 | val_loss: 0.0311714 | Time: 1584.65 ms
[2022-04-12 03:03:19 main:581] : INFO : Epoch 1850 | loss: 0.0311642 | val_loss: 0.0311722 | Time: 1476 ms
[2022-04-12 03:03:20 main:581] : INFO : Epoch 1851 | loss: 0.031165 | val_loss: 0.0311751 | Time: 1471.8 ms
[2022-04-12 03:03:22 main:581] : INFO : Epoch 1852 | loss: 0.0311668 | val_loss: 0.0311768 | Time: 1463.65 ms
[2022-04-12 03:03:23 main:581] : INFO : Epoch 1853 | loss: 0.0311663 | val_loss: 0.0311706 | Time: 1466.7 ms
[2022-04-12 03:03:25 main:581] : INFO : Epoch 1854 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 1469.16 ms
[2022-04-12 03:03:26 main:581] : INFO : Epoch 1855 | loss: 0.0311645 | val_loss: 0.0311713 | Time: 1470.87 ms
[2022-04-12 03:03:28 main:581] : INFO : Epoch 1856 | loss: 0.0311654 | val_loss: 0.0311722 | Time: 1554.69 ms
[2022-04-12 03:03:29 main:581] : INFO : Epoch 1857 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 1465.87 ms
[2022-04-12 03:03:31 main:581] : INFO : Epoch 1858 | loss: 0.0311648 | val_loss: 0.0311732 | Time: 1466.68 ms
[2022-04-12 03:03:32 main:581] : INFO : Epoch 1859 | loss: 0.0311648 | val_loss: 0.0311743 | Time: 1466.56 ms
[2022-04-12 03:03:34 main:581] : INFO : Epoch 1860 | loss: 0.0311642 | val_loss: 0.0311783 | Time: 1569.32 ms
[2022-04-12 03:03:35 main:581] : INFO : Epoch 1861 | loss: 0.031165 | val_loss: 0.0311713 | Time: 1467.8 ms
[2022-04-12 03:03:36 main:581] : INFO : Epoch 1862 | loss: 0.0311656 | val_loss: 0.0311704 | Time: 1463.3 ms
[2022-04-12 03:03:38 main:581] : INFO : Epoch 1863 | loss: 0.0311682 | val_loss: 0.0311721 | Time: 1552.82 ms
[2022-04-12 03:03:40 main:581] : INFO : Epoch 1864 | loss: 0.0311688 | val_loss: 0.0311708 | Time: 1464.11 ms
[2022-04-12 03:03:41 main:581] : INFO : Epoch 1865 | loss: 0.0311723 | val_loss: 0.0311697 | Time: 1463.17 ms
[2022-04-12 03:03:42 main:581] : INFO : Epoch 1866 | loss: 0.0311741 | val_loss: 0.0311696 | Time: 1460.9 ms
[2022-04-12 03:03:44 main:581] : INFO : Epoch 1867 | loss: 0.0311702 | val_loss: 0.0311717 | Time: 1466.78 ms
[2022-04-12 03:03:45 main:581] : INFO : Epoch 1868 | loss: 0.0311699 | val_loss: 0.0311692 | Time: 1463.07 ms
[2022-04-12 03:03:47 main:581] : INFO : Epoch 1869 | loss: 0.0311678 | val_loss: 0.0311694 | Time: 1463.53 ms
[2022-04-12 03:03:48 main:581] : INFO : Epoch 1870 | loss: 0.0311665 | val_loss: 0.0311689 | Time: 1470.85 ms
[2022-04-12 03:03:50 main:581] : INFO : Epoch 1871 | loss: 0.031168 | val_loss: 0.0311766 | Time: 1464.65 ms
[2022-04-12 03:03:51 main:581] : INFO : Epoch 1872 | loss: 0.0311689 | val_loss: 0.0311709 | Time: 1469.74 ms
[2022-04-12 03:03:53 main:581] : INFO : Epoch 1873 | loss: 0.0311674 | val_loss: 0.0311689 | Time: 1464.52 ms
[2022-04-12 03:03:54 main:581] : INFO : Epoch 1874 | loss: 0.0311671 | val_loss: 0.0311716 | Time: 1469.1 ms
[2022-04-12 03:03:56 main:581] : INFO : Epoch 1875 | loss: 0.0311697 | val_loss: 0.0311692 | Time: 1466.51 ms
[2022-04-12 03:03:57 main:581] : INFO : Epoch 1876 | loss: 0.0311678 | val_loss: 0.0311708 | Time: 1466.4 ms
[2022-04-12 03:03:59 main:581] : INFO : Epoch 1877 | loss: 0.0311664 | val_loss: 0.0311713 | Time: 1464.68 ms
[2022-04-12 03:04:00 main:581] : INFO : Epoch 1878 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 1466.14 ms
[2022-04-12 03:04:01 main:581] : INFO : Epoch 1879 | loss: 0.0311659 | val_loss: 0.0311692 | Time: 1464.61 ms
[2022-04-12 03:04:03 main:581] : INFO : Epoch 1880 | loss: 0.0311661 | val_loss: 0.0311714 | Time: 1468.07 ms
[2022-04-12 03:04:04 main:581] : INFO : Epoch 1881 | loss: 0.0311685 | val_loss: 0.0311733 | Time: 1475.71 ms
[2022-04-12 03:04:06 main:581] : INFO : Epoch 1882 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 1731.78 ms
[2022-04-12 03:04:08 main:581] : INFO : Epoch 1883 | loss: 0.0311672 | val_loss: 0.0311767 | Time: 1468.28 ms
[2022-04-12 03:04:09 main:581] : INFO : Epoch 1884 | loss: 0.0311666 | val_loss: 0.031173 | Time: 1472.24 ms
[2022-04-12 03:04:11 main:581] : INFO : Epoch 1885 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 1469.3 ms
[2022-04-12 03:04:12 main:581] : INFO : Epoch 1886 | loss: 0.0311649 | val_loss: 0.0311728 | Time: 1475.57 ms
[2022-04-12 03:04:14 main:581] : INFO : Epoch 1887 | loss: 0.0311639 | val_loss: 0.0311698 | Time: 1470.01 ms
[2022-04-12 03:04:15 main:581] : INFO : Epoch 1888 | loss: 0.0311638 | val_loss: 0.0311707 | Time: 1471.64 ms
[2022-04-12 03:04:16 main:581] : INFO : Epoch 1889 | loss: 0.0311648 | val_loss: 0.0311727 | Time: 1477.93 ms
[2022-04-12 03:04:18 main:581] : INFO : Epoch 1890 | loss: 0.0311665 | val_loss: 0.0311728 | Time: 1474.64 ms
[2022-04-12 03:04:19 main:581] : INFO : Epoch 1891 | loss: 0.031165 | val_loss: 0.0311707 | Time: 1475.1 ms
[2022-04-12 03:04:21 main:581] : INFO : Epoch 1892 | loss: 0.0311636 | val_loss: 0.03117 | Time: 1470.55 ms
[2022-04-12 03:04:22 main:581] : INFO : Epoch 1893 | loss: 0.0311696 | val_loss: 0.0311751 | Time: 1472.41 ms
[2022-04-12 03:04:24 main:581] : INFO : Epoch 1894 | loss: 0.031172 | val_loss: 0.0311706 | Time: 1469.56 ms
[2022-04-12 03:04:25 main:581] : INFO : Epoch 1895 | loss: 0.0311663 | val_loss: 0.0311742 | Time: 1467.31 ms
[2022-04-12 03:04:27 main:581] : INFO : Epoch 1896 | loss: 0.0311667 | val_loss: 0.0311788 | Time: 1470.01 ms
[2022-04-12 03:04:28 main:581] : INFO : Epoch 1897 | loss: 0.0311669 | val_loss: 0.0311712 | Time: 1468.71 ms
[2022-04-12 03:04:30 main:581] : INFO : Epoch 1898 | loss: 0.0311635 | val_loss: 0.0311712 | Time: 1472.08 ms
[2022-04-12 03:04:31 main:581] : INFO : Epoch 1899 | loss: 0.0311675 | val_loss: 0.0311707 | Time: 1474.32 ms
[2022-04-12 03:04:33 main:581] : INFO : Epoch 1900 | loss: 0.0311645 | val_loss: 0.0311716 | Time: 1467.88 ms
[2022-04-12 03:04:34 main:581] : INFO : Epoch 1901 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 1472.48 ms
[2022-04-12 03:04:36 main:581] : INFO : Epoch 1902 | loss: 0.0311661 | val_loss: 0.0311756 | Time: 1469.55 ms
[2022-04-12 03:04:37 main:581] : INFO : Epoch 1903 | loss: 0.031165 | val_loss: 0.0311711 | Time: 1468.75 ms
[2022-04-12 03:04:39 main:581] : INFO : Epoch 1904 | loss: 0.0311644 | val_loss: 0.0311715 | Time: 1465.96 ms
[2022-04-12 03:04:40 main:581] : INFO : Epoch 1905 | loss: 0.0311635 | val_loss: 0.0311721 | Time: 1467.8 ms
[2022-04-12 03:04:41 main:581] : INFO : Epoch 1906 | loss: 0.0311663 | val_loss: 0.0311724 | Time: 1469.49 ms
[2022-04-12 03:04:43 main:581] : INFO : Epoch 1907 | loss: 0.0311723 | val_loss: 0.0312055 | Time: 1473.66 ms
[2022-04-12 03:04:44 main:581] : INFO : Epoch 1908 | loss: 0.0315235 | val_loss: 0.032632 | Time: 1473.99 ms
[2022-04-12 03:04:46 main:581] : INFO : Epoch 1909 | loss: 0.0337633 | val_loss: 0.031607 | Time: 1472.36 ms
[2022-04-12 03:04:47 main:581] : INFO : Epoch 1910 | loss: 0.0326192 | val_loss: 0.0315137 | Time: 1472.75 ms
[2022-04-12 03:04:49 main:581] : INFO : Epoch 1911 | loss: 0.0313695 | val_loss: 0.0312855 | Time: 1472.66 ms
[2022-04-12 03:04:50 main:581] : INFO : Epoch 1912 | loss: 0.0312569 | val_loss: 0.03124 | Time: 1591.62 ms
[2022-04-12 03:04:52 main:581] : INFO : Epoch 1913 | loss: 0.031229 | val_loss: 0.0312201 | Time: 1476.1 ms
[2022-04-12 03:04:53 main:581] : INFO : Epoch 1914 | loss: 0.0312125 | val_loss: 0.0312027 | Time: 1480.63 ms
[2022-04-12 03:04:55 main:581] : INFO : Epoch 1915 | loss: 0.0311969 | val_loss: 0.0311899 | Time: 1474.08 ms
[2022-04-12 03:04:56 main:581] : INFO : Epoch 1916 | loss: 0.0311877 | val_loss: 0.0311829 | Time: 1476.86 ms
[2022-04-12 03:04:58 main:581] : INFO : Epoch 1917 | loss: 0.0311834 | val_loss: 0.0311791 | Time: 1476.84 ms
[2022-04-12 03:04:59 main:581] : INFO : Epoch 1918 | loss: 0.0311821 | val_loss: 0.0311819 | Time: 1476.4 ms
[2022-04-12 03:05:01 main:581] : INFO : Epoch 1919 | loss: 0.0311831 | val_loss: 0.0311812 | Time: 1490.62 ms
[2022-04-12 03:05:02 main:581] : INFO : Epoch 1920 | loss: 0.0311817 | val_loss: 0.0311809 | Time: 1475.78 ms
[2022-04-12 03:05:04 main:581] : INFO : Epoch 1921 | loss: 0.0311807 | val_loss: 0.0311799 | Time: 1476.71 ms
[2022-04-12 03:05:05 main:581] : INFO : Epoch 1922 | loss: 0.0311791 | val_loss: 0.031177 | Time: 1487.96 ms
[2022-04-12 03:05:07 main:581] : INFO : Epoch 1923 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 1469.48 ms
[2022-04-12 03:05:08 main:581] : INFO : Epoch 1924 | loss: 0.0311794 | val_loss: 0.0311775 | Time: 1471.6 ms
[2022-04-12 03:05:10 main:581] : INFO : Epoch 1925 | loss: 0.0311786 | val_loss: 0.0311792 | Time: 1473.64 ms
[2022-04-12 03:05:11 main:581] : INFO : Epoch 1926 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 1496.56 ms
[2022-04-12 03:05:13 main:581] : INFO : Epoch 1927 | loss: 0.0311779 | val_loss: 0.0311781 | Time: 1474.02 ms
[2022-04-12 03:05:14 main:581] : INFO : Epoch 1928 | loss: 0.0311782 | val_loss: 0.0311785 | Time: 1474.21 ms
[2022-04-12 03:05:16 main:581] : INFO : Epoch 1929 | loss: 0.0311785 | val_loss: 0.0311786 | Time: 1465.5 ms
[2022-04-12 03:05:17 main:581] : INFO : Epoch 1930 | loss: 0.0311796 | val_loss: 0.031178 | Time: 1783.18 ms
[2022-04-12 03:05:19 main:581] : INFO : Epoch 1931 | loss: 0.0311794 | val_loss: 0.0311817 | Time: 1467.36 ms
[2022-04-12 03:05:20 main:581] : INFO : Epoch 1932 | loss: 0.0311799 | val_loss: 0.0311841 | Time: 1470.19 ms
[2022-04-12 03:05:22 main:581] : INFO : Epoch 1933 | loss: 0.0311808 | val_loss: 0.0311786 | Time: 1469.12 ms
[2022-04-12 03:05:23 main:581] : INFO : Epoch 1934 | loss: 0.0311769 | val_loss: 0.031179 | Time: 1472.51 ms
[2022-04-12 03:05:25 main:581] : INFO : Epoch 1935 | loss: 0.0311764 | val_loss: 0.0311765 | Time: 1477.37 ms
[2022-04-12 03:05:26 main:581] : INFO : Epoch 1936 | loss: 0.031175 | val_loss: 0.0311767 | Time: 1471.56 ms
[2022-04-12 03:05:28 main:581] : INFO : Epoch 1937 | loss: 0.0311759 | val_loss: 0.0311751 | Time: 1481.03 ms
[2022-04-12 03:05:29 main:581] : INFO : Epoch 1938 | loss: 0.0311745 | val_loss: 0.0311746 | Time: 1665.94 ms
[2022-04-12 03:05:31 main:581] : INFO : Epoch 1939 | loss: 0.031175 | val_loss: 0.0311751 | Time: 1465.42 ms
[2022-04-12 03:05:32 main:581] : INFO : Epoch 1940 | loss: 0.0311752 | val_loss: 0.0311757 | Time: 1468.79 ms
[2022-04-12 03:05:34 main:581] : INFO : Epoch 1941 | loss: 0.0311752 | val_loss: 0.031175 | Time: 1474.19 ms
[2022-04-12 03:05:35 main:581] : INFO : Epoch 1942 | loss: 0.0311748 | val_loss: 0.0311771 | Time: 1471.63 ms
[2022-04-12 03:05:37 main:581] : INFO : Epoch 1943 | loss: 0.0311765 | val_loss: 0.0311788 | Time: 1464.67 ms
[2022-04-12 03:05:38 main:581] : INFO : Epoch 1944 | loss: 0.0311777 | val_loss: 0.0311752 | Time: 1637.99 ms
[2022-04-12 03:05:40 main:581] : INFO : Epoch 1945 | loss: 0.031179 | val_loss: 0.0311829 | Time: 1591.53 ms
[2022-04-12 03:05:41 main:581] : INFO : Epoch 1946 | loss: 0.0311812 | val_loss: 0.0311763 | Time: 1468.53 ms
[2022-04-12 03:05:43 main:581] : INFO : Epoch 1947 | loss: 0.0311788 | val_loss: 0.0311767 | Time: 1534.52 ms
[2022-04-12 03:05:44 main:581] : INFO : Epoch 1948 | loss: 0.0311768 | val_loss: 0.0311754 | Time: 1474.98 ms
[2022-04-12 03:05:46 main:581] : INFO : Epoch 1949 | loss: 0.0311759 | val_loss: 0.0311757 | Time: 1473.6 ms
[2022-04-12 03:05:47 main:581] : INFO : Epoch 1950 | loss: 0.0311761 | val_loss: 0.0311755 | Time: 1470.39 ms
[2022-04-12 03:05:49 main:581] : INFO : Epoch 1951 | loss: 0.0311802 | val_loss: 0.031177 | Time: 1995.54 ms
[2022-04-12 03:05:51 main:581] : INFO : Epoch 1952 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 1472.61 ms
[2022-04-12 03:05:52 main:581] : INFO : Epoch 1953 | loss: 0.0311765 | val_loss: 0.0311762 | Time: 1474.08 ms
[2022-04-12 03:05:54 main:581] : INFO : Epoch 1954 | loss: 0.0311793 | val_loss: 0.0311766 | Time: 1473.07 ms
[2022-04-12 03:05:55 main:581] : INFO : Epoch 1955 | loss: 0.0311746 | val_loss: 0.0311763 | Time: 1474.74 ms
[2022-04-12 03:05:57 main:581] : INFO : Epoch 1956 | loss: 0.031174 | val_loss: 0.0311773 | Time: 1469.09 ms
[2022-04-12 03:05:58 main:581] : INFO : Epoch 1957 | loss: 0.0311746 | val_loss: 0.0311771 | Time: 1475.08 ms
[2022-04-12 03:06:00 main:581] : INFO : Epoch 1958 | loss: 0.031176 | val_loss: 0.0311796 | Time: 1472.36 ms
[2022-04-12 03:06:01 main:581] : INFO : Epoch 1959 | loss: 0.0311749 | val_loss: 0.0311775 | Time: 1466.31 ms
[2022-04-12 03:06:03 main:581] : INFO : Epoch 1960 | loss: 0.0311741 | val_loss: 0.031177 | Time: 1474.77 ms
[2022-04-12 03:06:04 main:581] : INFO : Epoch 1961 | loss: 0.0311763 | val_loss: 0.0311798 | Time: 1475.01 ms
[2022-04-12 03:06:06 main:581] : INFO : Epoch 1962 | loss: 0.031175 | val_loss: 0.03118 | Time: 1481.71 ms
[2022-04-12 03:06:07 main:581] : INFO : Epoch 1963 | loss: 0.0311764 | val_loss: 0.0311777 | Time: 1472.39 ms
[2022-04-12 03:06:08 main:581] : INFO : Epoch 1964 | loss: 0.0311749 | val_loss: 0.031176 | Time: 1476.12 ms
[2022-04-12 03:06:10 main:581] : INFO : Epoch 1965 | loss: 0.0311754 | val_loss: 0.0311776 | Time: 1475.85 ms
[2022-04-12 03:06:11 main:581] : INFO : Epoch 1966 | loss: 0.0311745 | val_loss: 0.0311757 | Time: 1473.43 ms
[2022-04-12 03:06:13 main:581] : INFO : Epoch 1967 | loss: 0.0311731 | val_loss: 0.0311754 | Time: 1543.58 ms
[2022-04-12 03:06:14 main:581] : INFO : Epoch 1968 | loss: 0.0311744 | val_loss: 0.0311758 | Time: 1474.34 ms
[2022-04-12 03:06:16 main:581] : INFO : Epoch 1969 | loss: 0.0311725 | val_loss: 0.0311779 | Time: 1476.99 ms
[2022-04-12 03:06:17 main:581] : INFO : Epoch 1970 | loss: 0.0311747 | val_loss: 0.0311755 | Time: 1470.04 ms
[2022-04-12 03:06:19 main:581] : INFO : Epoch 1971 | loss: 0.0311729 | val_loss: 0.0311752 | Time: 1468.57 ms
[2022-04-12 03:06:20 main:581] : INFO : Epoch 1972 | loss: 0.0311722 | val_loss: 0.0311748 | Time: 1469.7 ms
[2022-04-12 03:06:22 main:581] : INFO : Epoch 1973 | loss: 0.031173 | val_loss: 0.0311753 | Time: 1465.89 ms
[2022-04-12 03:06:23 main:581] : INFO : Epoch 1974 | loss: 0.031173 | val_loss: 0.0311768 | Time: 1468.89 ms
[2022-04-12 03:06:25 main:581] : INFO : Epoch 1975 | loss: 0.0311731 | val_loss: 0.0311751 | Time: 1560.41 ms
[2022-04-12 03:06:26 main:581] : INFO : Epoch 1976 | loss: 0.0311723 | val_loss: 0.0311742 | Time: 1475.13 ms
[2022-04-12 03:06:28 main:581] : INFO : Epoch 1977 | loss: 0.0311719 | val_loss: 0.0311743 | Time: 1477.35 ms
[2022-04-12 03:06:29 main:581] : INFO : Epoch 1978 | loss: 0.031172 | val_loss: 0.0311756 | Time: 1473.26 ms
[2022-04-12 03:06:31 main:581] : INFO : Epoch 1979 | loss: 0.0311767 | val_loss: 0.0311815 | Time: 1465.15 ms
[2022-04-12 03:06:32 main:581] : INFO : Epoch 1980 | loss: 0.031177 | val_loss: 0.0311742 | Time: 1471.2 ms
[2022-04-12 03:06:34 main:581] : INFO : Epoch 1981 | loss: 0.0311746 | val_loss: 0.0311721 | Time: 1473.36 ms
[2022-04-12 03:06:35 main:581] : INFO : Epoch 1982 | loss: 0.0311742 | val_loss: 0.0311739 | Time: 1470.42 ms
[2022-04-12 03:06:37 main:581] : INFO : Epoch 1983 | loss: 0.0311725 | val_loss: 0.0311735 | Time: 1471.71 ms
[2022-04-12 03:06:38 main:581] : INFO : Epoch 1984 | loss: 0.0311736 | val_loss: 0.0311725 | Time: 1475 ms
[2022-04-12 03:06:40 main:581] : INFO : Epoch 1985 | loss: 0.0311741 | val_loss: 0.0311732 | Time: 1476.32 ms
[2022-04-12 03:06:41 main:581] : INFO : Epoch 1986 | loss: 0.0311758 | val_loss: 0.0311742 | Time: 1475.34 ms
[2022-04-12 03:06:42 main:581] : INFO : Epoch 1987 | loss: 0.0311742 | val_loss: 0.0311734 | Time: 1469.57 ms
[2022-04-12 03:06:44 main:581] : INFO : Epoch 1988 | loss: 0.0311728 | val_loss: 0.0311726 | Time: 1487.95 ms
[2022-04-12 03:06:45 main:581] : INFO : Epoch 1989 | loss: 0.0311723 | val_loss: 0.0311722 | Time: 1472.32 ms
[2022-04-12 03:06:47 main:581] : INFO : Epoch 1990 | loss: 0.0311718 | val_loss: 0.0311729 | Time: 1470.08 ms
[2022-04-12 03:06:48 main:581] : INFO : Epoch 1991 | loss: 0.0311715 | val_loss: 0.0311725 | Time: 1472.85 ms
[2022-04-12 03:06:50 main:581] : INFO : Epoch 1992 | loss: 0.0311717 | val_loss: 0.0311725 | Time: 1468.32 ms
[2022-04-12 03:06:51 main:581] : INFO : Epoch 1993 | loss: 0.0311708 | val_loss: 0.0311719 | Time: 1469.7 ms
[2022-04-12 03:06:53 main:581] : INFO : Epoch 1994 | loss: 0.0311705 | val_loss: 0.0311712 | Time: 1476.95 ms
[2022-04-12 03:06:54 main:581] : INFO : Epoch 1995 | loss: 0.0311704 | val_loss: 0.0311705 | Time: 1490.27 ms
[2022-04-12 03:06:56 main:581] : INFO : Epoch 1996 | loss: 0.0311715 | val_loss: 0.0311731 | Time: 1476.83 ms
[2022-04-12 03:06:57 main:581] : INFO : Epoch 1997 | loss: 0.0311717 | val_loss: 0.0311706 | Time: 1474.74 ms
[2022-04-12 03:06:59 main:581] : INFO : Epoch 1998 | loss: 0.0311705 | val_loss: 0.0311705 | Time: 1475.2 ms
[2022-04-12 03:07:00 main:581] : INFO : Epoch 1999 | loss: 0.0311713 | val_loss: 0.0311712 | Time: 1476.82 ms
[2022-04-12 03:07:02 main:581] : INFO : Epoch 2000 | loss: 0.0311717 | val_loss: 0.0311705 | Time: 1473.79 ms
[2022-04-12 03:07:03 main:581] : INFO : Epoch 2001 | loss: 0.031172 | val_loss: 0.0311714 | Time: 1473.15 ms
[2022-04-12 03:07:05 main:581] : INFO : Epoch 2002 | loss: 0.0311708 | val_loss: 0.03117 | Time: 1471.38 ms
[2022-04-12 03:07:06 main:581] : INFO : Epoch 2003 | loss: 0.0311711 | val_loss: 0.0311725 | Time: 1471.81 ms
[2022-04-12 03:07:08 main:581] : INFO : Epoch 2004 | loss: 0.0311728 | val_loss: 0.0311714 | Time: 1992.72 ms
[2022-04-12 03:07:10 main:581] : INFO : Epoch 2005 | loss: 0.0311715 | val_loss: 0.0311699 | Time: 1470.61 ms
[2022-04-12 03:07:11 main:581] : INFO : Epoch 2006 | loss: 0.0311733 | val_loss: 0.0311721 | Time: 1482.47 ms
[2022-04-12 03:07:13 main:581] : INFO : Epoch 2007 | loss: 0.0311768 | val_loss: 0.0311744 | Time: 1469.02 ms
[2022-04-12 03:07:14 main:581] : INFO : Epoch 2008 | loss: 0.0311741 | val_loss: 0.0311708 | Time: 1462.99 ms
[2022-04-12 03:07:15 main:581] : INFO : Epoch 2009 | loss: 0.0311729 | val_loss: 0.0311705 | Time: 1465.9 ms
[2022-04-12 03:07:17 main:581] : INFO : Epoch 2010 | loss: 0.0311726 | val_loss: 0.031169 | Time: 1466.76 ms
[2022-04-12 03:07:18 main:581] : INFO : Epoch 2011 | loss: 0.0311738 | val_loss: 0.0311696 | Time: 1462.41 ms
[2022-04-12 03:07:20 main:581] : INFO : Epoch 2012 | loss: 0.0311719 | val_loss: 0.0311678 | Time: 1465.29 ms
[2022-04-12 03:07:21 main:581] : INFO : Epoch 2013 | loss: 0.0311695 | val_loss: 0.0311673 | Time: 1469.44 ms
[2022-04-12 03:07:23 main:581] : INFO : Epoch 2014 | loss: 0.0311693 | val_loss: 0.0311673 | Time: 1469.55 ms
[2022-04-12 03:07:24 main:581] : INFO : Epoch 2015 | loss: 0.0311686 | val_loss: 0.0311689 | Time: 1470.88 ms
[2022-04-12 03:07:26 main:581] : INFO : Epoch 2016 | loss: 0.0311695 | val_loss: 0.0311696 | Time: 1479.56 ms
[2022-04-12 03:07:27 main:581] : INFO : Epoch 2017 | loss: 0.0311692 | val_loss: 0.0311701 | Time: 1475.38 ms
[2022-04-12 03:07:29 main:581] : INFO : Epoch 2018 | loss: 0.0311715 | val_loss: 0.0311678 | Time: 1471.3 ms
[2022-04-12 03:07:30 main:581] : INFO : Epoch 2019 | loss: 0.0311685 | val_loss: 0.0311684 | Time: 1473.26 ms
[2022-04-12 03:07:32 main:581] : INFO : Epoch 2020 | loss: 0.0311727 | val_loss: 0.0311681 | Time: 1468.78 ms
[2022-04-12 03:07:33 main:581] : INFO : Epoch 2021 | loss: 0.0311711 | val_loss: 0.0311676 | Time: 1471.63 ms
[2022-04-12 03:07:35 main:581] : INFO : Epoch 2022 | loss: 0.0311728 | val_loss: 0.0311681 | Time: 1471.79 ms
[2022-04-12 03:07:36 main:581] : INFO : Epoch 2023 | loss: 0.031171 | val_loss: 0.0311672 | Time: 1475.36 ms
[2022-04-12 03:07:38 main:581] : INFO : Epoch 2024 | loss: 0.0311699 | val_loss: 0.0311662 | Time: 1472.47 ms
[2022-04-12 03:07:39 main:581] : INFO : Epoch 2025 | loss: 0.0311699 | val_loss: 0.0311686 | Time: 1471.23 ms
[2022-04-12 03:07:40 main:581] : INFO : Epoch 2026 | loss: 0.0311721 | val_loss: 0.031168 | Time: 1472.28 ms
[2022-04-12 03:07:42 main:581] : INFO : Epoch 2027 | loss: 0.0311712 | val_loss: 0.0311695 | Time: 1468.42 ms
[2022-04-12 03:07:43 main:581] : INFO : Epoch 2028 | loss: 0.0311713 | val_loss: 0.0311679 | Time: 1470.02 ms
[2022-04-12 03:07:45 main:581] : INFO : Epoch 2029 | loss: 0.0311701 | val_loss: 0.0311672 | Time: 1469.92 ms
[2022-04-12 03:07:46 main:581] : INFO : Epoch 2030 | loss: 0.03117 | val_loss: 0.0311694 | Time: 1473.5 ms
[2022-04-12 03:07:48 main:581] : INFO : Epoch 2031 | loss: 0.0311708 | val_loss: 0.0311693 | Time: 1468.56 ms
[2022-04-12 03:07:49 main:581] : INFO : Epoch 2032 | loss: 0.0311695 | val_loss: 0.0311684 | Time: 1470.74 ms
[2022-04-12 03:07:51 main:581] : INFO : Epoch 2033 | loss: 0.0311696 | val_loss: 0.031167 | Time: 1471.23 ms
[2022-04-12 03:07:52 main:581] : INFO : Epoch 2034 | loss: 0.0311688 | val_loss: 0.0311668 | Time: 1471.52 ms
[2022-04-12 03:07:54 main:581] : INFO : Epoch 2035 | loss: 0.0311702 | val_loss: 0.03117 | Time: 1472.35 ms
[2022-04-12 03:07:55 main:581] : INFO : Epoch 2036 | loss: 0.0311723 | val_loss: 0.031171 | Time: 1473.2 ms
[2022-04-12 03:07:57 main:581] : INFO : Epoch 2037 | loss: 0.0311724 | val_loss: 0.0311699 | Time: 1475.56 ms
[2022-04-12 03:07:58 main:581] : INFO : Epoch 2038 | loss: 0.03117 | val_loss: 0.0311694 | Time: 1468.68 ms
[2022-04-12 03:08:00 main:581] : INFO : Epoch 2039 | loss: 0.0311706 | val_loss: 0.0311704 | Time: 1470.88 ms
[2022-04-12 03:08:01 main:581] : INFO : Epoch 2040 | loss: 0.0311705 | val_loss: 0.031169 | Time: 1468.3 ms
[2022-04-12 03:08:03 main:581] : INFO : Epoch 2041 | loss: 0.0311694 | val_loss: 0.0311695 | Time: 1485.03 ms
[2022-04-12 03:08:04 main:581] : INFO : Epoch 2042 | loss: 0.0311695 | val_loss: 0.0311696 | Time: 1479.11 ms
[2022-04-12 03:08:06 main:581] : INFO : Epoch 2043 | loss: 0.0311694 | val_loss: 0.0311699 | Time: 1496.55 ms
[2022-04-12 03:08:07 main:581] : INFO : Epoch 2044 | loss: 0.03117 | val_loss: 0.0311716 | Time: 1475.06 ms
[2022-04-12 03:08:08 main:581] : INFO : Epoch 2045 | loss: 0.0311699 | val_loss: 0.031169 | Time: 1471.31 ms
[2022-04-12 03:08:10 main:581] : INFO : Epoch 2046 | loss: 0.03117 | val_loss: 0.0311692 | Time: 1472.1 ms
[2022-04-12 03:08:11 main:581] : INFO : Epoch 2047 | loss: 0.0311693 | val_loss: 0.0311716 | Time: 1470.94 ms
[2022-04-12 03:08:13 main:581] : INFO : Epoch 2048 | loss: 0.0311717 | val_loss: 0.0311701 | Time: 1471.44 ms
[2022-04-12 03:08:13 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311701
[2022-04-12 03:08:13 main:610] : INFO : Saving end state to config to file
[2022-04-12 03:08:13 main:615] : INFO : Success, exiting..
03:08:13 (63701): 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)