Task 7553572
| Name | ParityModified-1631733845-6098-1_0 |
| Workunit | 5213748 |
| Created | 23 Sep 2021, 20:42:36 UTC |
| Sent | 29 Sep 2021, 16:09:59 UTC |
| Report deadline | 6 Oct 2021, 16:09:59 UTC |
| Received | 30 Sep 2021, 5:46:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 58 min 55 sec |
| CPU time | 58 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310738 | val_loss: 0.0311604 | Time: 1720.05 ms
[2021-09-30 00:30:28 main:581] : INFO : Epoch 1539 | loss: 0.0310739 | val_loss: 0.0311599 | Time: 1712.49 ms
[2021-09-30 00:30:30 main:581] : INFO : Epoch 1540 | loss: 0.0310738 | val_loss: 0.0311654 | Time: 1737.52 ms
[2021-09-30 00:30:32 main:581] : INFO : Epoch 1541 | loss: 0.0310733 | val_loss: 0.0311598 | Time: 1728.95 ms
[2021-09-30 00:30:33 main:581] : INFO : Epoch 1542 | loss: 0.0310695 | val_loss: 0.0311604 | Time: 1720.15 ms
[2021-09-30 00:30:35 main:581] : INFO : Epoch 1543 | loss: 0.0310689 | val_loss: 0.0311581 | Time: 1711.98 ms
[2021-09-30 00:30:37 main:581] : INFO : Epoch 1544 | loss: 0.0310683 | val_loss: 0.0311641 | Time: 1713.59 ms
[2021-09-30 00:30:38 main:581] : INFO : Epoch 1545 | loss: 0.0310701 | val_loss: 0.0311605 | Time: 1699.4 ms
[2021-09-30 00:30:40 main:581] : INFO : Epoch 1546 | loss: 0.0310713 | val_loss: 0.0311699 | Time: 1726.15 ms
[2021-09-30 00:30:42 main:581] : INFO : Epoch 1547 | loss: 0.0310709 | val_loss: 0.0311667 | Time: 1716.16 ms
[2021-09-30 00:30:44 main:581] : INFO : Epoch 1548 | loss: 0.0310746 | val_loss: 0.0311633 | Time: 1713.08 ms
[2021-09-30 00:30:45 main:581] : INFO : Epoch 1549 | loss: 0.0310704 | val_loss: 0.0311581 | Time: 1731.89 ms
[2021-09-30 00:30:47 main:581] : INFO : Epoch 1550 | loss: 0.0310743 | val_loss: 0.0311598 | Time: 1709.81 ms
[2021-09-30 00:30:49 main:581] : INFO : Epoch 1551 | loss: 0.0310818 | val_loss: 0.0311662 | Time: 1712.23 ms
[2021-09-30 00:30:51 main:581] : INFO : Epoch 1552 | loss: 0.0310798 | val_loss: 0.031156 | Time: 1733.8 ms
[2021-09-30 00:30:52 main:581] : INFO : Epoch 1553 | loss: 0.0310747 | val_loss: 0.0311652 | Time: 1719.16 ms
[2021-09-30 00:30:54 main:581] : INFO : Epoch 1554 | loss: 0.031071 | val_loss: 0.031165 | Time: 1736.4 ms
[2021-09-30 00:30:56 main:581] : INFO : Epoch 1555 | loss: 0.0310755 | val_loss: 0.0311613 | Time: 1731.98 ms
[2021-09-30 00:30:57 main:581] : INFO : Epoch 1556 | loss: 0.0310723 | val_loss: 0.0311625 | Time: 1698.02 ms
[2021-09-30 00:30:59 main:581] : INFO : Epoch 1557 | loss: 0.0310694 | val_loss: 0.0311622 | Time: 1732.07 ms
[2021-09-30 00:31:01 main:581] : INFO : Epoch 1558 | loss: 0.0310708 | val_loss: 0.0311553 | Time: 1731.13 ms
[2021-09-30 00:31:03 main:581] : INFO : Epoch 1559 | loss: 0.031072 | val_loss: 0.03116 | Time: 1701.25 ms
[2021-09-30 00:31:04 main:581] : INFO : Epoch 1560 | loss: 0.0310708 | val_loss: 0.0311608 | Time: 1723.94 ms
[2021-09-30 00:31:06 main:581] : INFO : Epoch 1561 | loss: 0.0310708 | val_loss: 0.031158 | Time: 1727.58 ms
[2021-09-30 00:31:08 main:581] : INFO : Epoch 1562 | loss: 0.0310702 | val_loss: 0.0311584 | Time: 1708.97 ms
[2021-09-30 00:31:09 main:581] : INFO : Epoch 1563 | loss: 0.0310721 | val_loss: 0.0311591 | Time: 1723.11 ms
[2021-09-30 00:31:11 main:581] : INFO : Epoch 1564 | loss: 0.0310709 | val_loss: 0.0311621 | Time: 1713.56 ms
[2021-09-30 00:31:13 main:581] : INFO : Epoch 1565 | loss: 0.0310703 | val_loss: 0.0311594 | Time: 1718.34 ms
[2021-09-30 00:31:15 main:581] : INFO : Epoch 1566 | loss: 0.0310751 | val_loss: 0.031155 | Time: 1718.32 ms
[2021-09-30 00:31:16 main:581] : INFO : Epoch 1567 | loss: 0.0310823 | val_loss: 0.0311622 | Time: 1731.55 ms
[2021-09-30 00:31:18 main:581] : INFO : Epoch 1568 | loss: 0.0310775 | val_loss: 0.0311603 | Time: 1736.96 ms
[2021-09-30 00:31:20 main:581] : INFO : Epoch 1569 | loss: 0.0310788 | val_loss: 0.0311631 | Time: 1718.96 ms
[2021-09-30 00:31:22 main:581] : INFO : Epoch 1570 | loss: 0.031083 | val_loss: 0.0311639 | Time: 1725.6 ms
[2021-09-30 00:31:23 main:581] : INFO : Epoch 1571 | loss: 0.0310793 | val_loss: 0.0311643 | Time: 1716.28 ms
[2021-09-30 00:31:25 main:581] : INFO : Epoch 1572 | loss: 0.0310754 | val_loss: 0.0311624 | Time: 1732.93 ms
[2021-09-30 00:31:27 main:581] : INFO : Epoch 1573 | loss: 0.0310732 | val_loss: 0.0311654 | Time: 1707.33 ms
[2021-09-30 00:31:28 main:581] : INFO : Epoch 1574 | loss: 0.0310758 | val_loss: 0.0311617 | Time: 1721.72 ms
[2021-09-30 00:31:30 main:581] : INFO : Epoch 1575 | loss: 0.0310717 | val_loss: 0.0311653 | Time: 1735.76 ms
[2021-09-30 00:31:32 main:581] : INFO : Epoch 1576 | loss: 0.0310718 | val_loss: 0.0311664 | Time: 1714.87 ms
[2021-09-30 00:31:34 main:581] : INFO : Epoch 1577 | loss: 0.0310727 | val_loss: 0.0311603 | Time: 1743.91 ms
[2021-09-30 00:31:35 main:581] : INFO : Epoch 1578 | loss: 0.0310755 | val_loss: 0.0311635 | Time: 1740.93 ms
[2021-09-30 00:31:37 main:581] : INFO : Epoch 1579 | loss: 0.031084 | val_loss: 0.0311633 | Time: 1735.21 ms
[2021-09-30 00:31:39 main:581] : INFO : Epoch 1580 | loss: 0.031086 | val_loss: 0.031158 | Time: 1721.6 ms
[2021-09-30 00:31:41 main:581] : INFO : Epoch 1581 | loss: 0.0310841 | val_loss: 0.0311572 | Time: 1710.26 ms
[2021-09-30 00:31:42 main:581] : INFO : Epoch 1582 | loss: 0.0310783 | val_loss: 0.0311705 | Time: 1731.17 ms
[2021-09-30 00:31:44 main:581] : INFO : Epoch 1583 | loss: 0.0310764 | val_loss: 0.0311632 | Time: 1730.36 ms
[2021-09-30 00:31:46 main:581] : INFO : Epoch 1584 | loss: 0.0310779 | val_loss: 0.0311652 | Time: 1708.07 ms
[2021-09-30 00:31:47 main:581] : INFO : Epoch 1585 | loss: 0.0310837 | val_loss: 0.0311607 | Time: 1730.35 ms
[2021-09-30 00:31:49 main:581] : INFO : Epoch 1586 | loss: 0.0310818 | val_loss: 0.0311577 | Time: 1717.45 ms
[2021-09-30 00:31:51 main:581] : INFO : Epoch 1587 | loss: 0.0310757 | val_loss: 0.0311524 | Time: 1706.85 ms
[2021-09-30 00:31:53 main:581] : INFO : Epoch 1588 | loss: 0.0310787 | val_loss: 0.0311654 | Time: 1723.45 ms
[2021-09-30 00:31:54 main:581] : INFO : Epoch 1589 | loss: 0.0310783 | val_loss: 0.0311624 | Time: 1713.25 ms
[2021-09-30 00:31:56 main:581] : INFO : Epoch 1590 | loss: 0.0310817 | val_loss: 0.0311678 | Time: 1731.9 ms
[2021-09-30 00:31:58 main:581] : INFO : Epoch 1591 | loss: 0.0310804 | val_loss: 0.0311606 | Time: 1700.03 ms
[2021-09-30 00:31:59 main:581] : INFO : Epoch 1592 | loss: 0.0310764 | val_loss: 0.03116 | Time: 1716.54 ms
[2021-09-30 00:32:01 main:581] : INFO : Epoch 1593 | loss: 0.0310769 | val_loss: 0.0311677 | Time: 1720.8 ms
[2021-09-30 00:32:03 main:581] : INFO : Epoch 1594 | loss: 0.0310772 | val_loss: 0.0311618 | Time: 1718.31 ms
[2021-09-30 00:32:05 main:581] : INFO : Epoch 1595 | loss: 0.0310729 | val_loss: 0.0311706 | Time: 1702.85 ms
[2021-09-30 00:32:06 main:581] : INFO : Epoch 1596 | loss: 0.0310704 | val_loss: 0.0311631 | Time: 1726.22 ms
[2021-09-30 00:32:08 main:581] : INFO : Epoch 1597 | loss: 0.0310706 | val_loss: 0.0311669 | Time: 1712.13 ms
[2021-09-30 00:32:10 main:581] : INFO : Epoch 1598 | loss: 0.0310688 | val_loss: 0.0311634 | Time: 1713.99 ms
[2021-09-30 00:32:11 main:581] : INFO : Epoch 1599 | loss: 0.0310706 | val_loss: 0.0311617 | Time: 1714.81 ms
[2021-09-30 00:32:13 main:581] : INFO : Epoch 1600 | loss: 0.0310727 | val_loss: 0.0311639 | Time: 1731.65 ms
[2021-09-30 00:32:15 main:581] : INFO : Epoch 1601 | loss: 0.031074 | val_loss: 0.0311658 | Time: 1709.98 ms
[2021-09-30 00:32:17 main:581] : INFO : Epoch 1602 | loss: 0.0310735 | val_loss: 0.0311524 | Time: 1719.42 ms
[2021-09-30 00:32:18 main:581] : INFO : Epoch 1603 | loss: 0.0310702 | val_loss: 0.0311738 | Time: 1727.15 ms
[2021-09-30 00:32:20 main:581] : INFO : Epoch 1604 | loss: 0.0310648 | val_loss: 0.0311675 | Time: 1716.56 ms
[2021-09-30 00:32:22 main:581] : INFO : Epoch 1605 | loss: 0.0310644 | val_loss: 0.0311676 | Time: 1722.94 ms
[2021-09-30 00:32:23 main:581] : INFO : Epoch 1606 | loss: 0.031064 | val_loss: 0.0311709 | Time: 1708.82 ms
[2021-09-30 00:32:25 main:581] : INFO : Epoch 1607 | loss: 0.0310653 | val_loss: 0.0311589 | Time: 1714.38 ms
[2021-09-30 00:32:27 main:581] : INFO : Epoch 1608 | loss: 0.0310657 | val_loss: 0.0311592 | Time: 1722.64 ms
[2021-09-30 00:32:29 main:581] : INFO : Epoch 1609 | loss: 0.0310675 | val_loss: 0.0311645 | Time: 1713.12 ms
[2021-09-30 00:32:30 main:581] : INFO : Epoch 1610 | loss: 0.0310662 | val_loss: 0.0311701 | Time: 1717.18 ms
[2021-09-30 00:32:32 main:581] : INFO : Epoch 1611 | loss: 0.0310642 | val_loss: 0.0311706 | Time: 1735.18 ms
[2021-09-30 00:32:34 main:581] : INFO : Epoch 1612 | loss: 0.0310668 | val_loss: 0.0311748 | Time: 1713.71 ms
[2021-09-30 00:32:36 main:581] : INFO : Epoch 1613 | loss: 0.0310769 | val_loss: 0.0311651 | Time: 1731.49 ms
[2021-09-30 00:32:37 main:581] : INFO : Epoch 1614 | loss: 0.0310799 | val_loss: 0.0311652 | Time: 1721.76 ms
[2021-09-30 00:32:39 main:581] : INFO : Epoch 1615 | loss: 0.0310768 | val_loss: 0.0311683 | Time: 1709.91 ms
[2021-09-30 00:32:41 main:581] : INFO : Epoch 1616 | loss: 0.0310756 | val_loss: 0.0311637 | Time: 1728.73 ms
[2021-09-30 00:32:42 main:581] : INFO : Epoch 1617 | loss: 0.0310689 | val_loss: 0.0311614 | Time: 1722.01 ms
[2021-09-30 00:32:44 main:581] : INFO : Epoch 1618 | loss: 0.0310671 | val_loss: 0.0311651 | Time: 1710.91 ms
[2021-09-30 00:32:46 main:581] : INFO : Epoch 1619 | loss: 0.0310702 | val_loss: 0.0311653 | Time: 1722.09 ms
[2021-09-30 00:32:48 main:581] : INFO : Epoch 1620 | loss: 0.0310748 | val_loss: 0.031158 | Time: 1733.97 ms
[2021-09-30 00:32:49 main:581] : INFO : Epoch 1621 | loss: 0.0310682 | val_loss: 0.0311708 | Time: 1713.12 ms
[2021-09-30 00:32:51 main:581] : INFO : Epoch 1622 | loss: 0.0310684 | val_loss: 0.0311628 | Time: 1710.7 ms
[2021-09-30 00:32:53 main:581] : INFO : Epoch 1623 | loss: 0.0310773 | val_loss: 0.0311632 | Time: 1709.66 ms
[2021-09-30 00:32:54 main:581] : INFO : Epoch 1624 | loss: 0.0310723 | val_loss: 0.031163 | Time: 1713.6 ms
[2021-09-30 00:32:56 main:581] : INFO : Epoch 1625 | loss: 0.0310702 | val_loss: 0.031167 | Time: 1719.26 ms
[2021-09-30 00:32:58 main:581] : INFO : Epoch 1626 | loss: 0.0310712 | val_loss: 0.031169 | Time: 1719.61 ms
[2021-09-30 00:33:00 main:581] : INFO : Epoch 1627 | loss: 0.0310673 | val_loss: 0.0311654 | Time: 1718.41 ms
[2021-09-30 00:33:01 main:581] : INFO : Epoch 1628 | loss: 0.0310718 | val_loss: 0.0311629 | Time: 1717.35 ms
[2021-09-30 00:33:03 main:581] : INFO : Epoch 1629 | loss: 0.0310741 | val_loss: 0.0311609 | Time: 1710.44 ms
[2021-09-30 00:33:05 main:581] : INFO : Epoch 1630 | loss: 0.0310731 | val_loss: 0.0311672 | Time: 1722.8 ms
[2021-09-30 00:33:06 main:581] : INFO : Epoch 1631 | loss: 0.0310682 | val_loss: 0.0311734 | Time: 1739.56 ms
[2021-09-30 00:33:08 main:581] : INFO : Epoch 1632 | loss: 0.0310781 | val_loss: 0.031164 | Time: 1723.03 ms
[2021-09-30 00:33:10 main:581] : INFO : Epoch 1633 | loss: 0.0310735 | val_loss: 0.0311644 | Time: 1742.54 ms
[2021-09-30 00:33:12 main:581] : INFO : Epoch 1634 | loss: 0.0310744 | val_loss: 0.0311624 | Time: 1720.42 ms
[2021-09-30 00:33:13 main:581] : INFO : Epoch 1635 | loss: 0.0310712 | val_loss: 0.0311557 | Time: 1729.51 ms
[2021-09-30 00:33:15 main:581] : INFO : Epoch 1636 | loss: 0.0310733 | val_loss: 0.0311637 | Time: 1732.36 ms
[2021-09-30 00:33:17 main:581] : INFO : Epoch 1637 | loss: 0.0310806 | val_loss: 0.0311596 | Time: 1723.56 ms
[2021-09-30 00:33:19 main:581] : INFO : Epoch 1638 | loss: 0.0310899 | val_loss: 0.031165 | Time: 1731.6 ms
[2021-09-30 00:33:20 main:581] : INFO : Epoch 1639 | loss: 0.0310849 | val_loss: 0.0311646 | Time: 1716.19 ms
[2021-09-30 00:33:22 main:581] : INFO : Epoch 1640 | loss: 0.0310858 | val_loss: 0.0311608 | Time: 1712.19 ms
[2021-09-30 00:33:24 main:581] : INFO : Epoch 1641 | loss: 0.0310811 | val_loss: 0.0311623 | Time: 1712.3 ms
[2021-09-30 00:33:25 main:581] : INFO : Epoch 1642 | loss: 0.0310782 | val_loss: 0.0311704 | Time: 1719.81 ms
[2021-09-30 00:33:27 main:581] : INFO : Epoch 1643 | loss: 0.0310749 | val_loss: 0.0311628 | Time: 1728.91 ms
[2021-09-30 00:33:29 main:581] : INFO : Epoch 1644 | loss: 0.0310732 | val_loss: 0.0311646 | Time: 1730.08 ms
[2021-09-30 00:33:31 main:581] : INFO : Epoch 1645 | loss: 0.0310679 | val_loss: 0.0311597 | Time: 1731.52 ms
[2021-09-30 00:33:32 main:581] : INFO : Epoch 1646 | loss: 0.03107 | val_loss: 0.0311708 | Time: 1709.25 ms
[2021-09-30 00:33:34 main:581] : INFO : Epoch 1647 | loss: 0.0310945 | val_loss: 0.0311609 | Time: 1710.67 ms
[2021-09-30 00:33:36 main:581] : INFO : Epoch 1648 | loss: 0.0311403 | val_loss: 0.0311561 | Time: 1713.43 ms
[2021-09-30 00:33:37 main:581] : INFO : Epoch 1649 | loss: 0.0311386 | val_loss: 0.0311636 | Time: 1709.47 ms
[2021-09-30 00:33:39 main:581] : INFO : Epoch 1650 | loss: 0.0311344 | val_loss: 0.0311567 | Time: 1731.41 ms
[2021-09-30 00:33:41 main:581] : INFO : Epoch 1651 | loss: 0.0311269 | val_loss: 0.0311533 | Time: 1728.97 ms
[2021-09-30 00:33:43 main:581] : INFO : Epoch 1652 | loss: 0.0311249 | val_loss: 0.0311507 | Time: 1715.95 ms
[2021-09-30 00:33:44 main:581] : INFO : Epoch 1653 | loss: 0.0311202 | val_loss: 0.0311509 | Time: 1714.06 ms
[2021-09-30 00:33:46 main:581] : INFO : Epoch 1654 | loss: 0.0311223 | val_loss: 0.0311522 | Time: 1725.55 ms
[2021-09-30 00:33:48 main:581] : INFO : Epoch 1655 | loss: 0.0311232 | val_loss: 0.0311517 | Time: 1706.39 ms
[2021-09-30 00:33:50 main:581] : INFO : Epoch 1656 | loss: 0.0311196 | val_loss: 0.0311549 | Time: 1730.54 ms
[2021-09-30 00:33:51 main:581] : INFO : Epoch 1657 | loss: 0.0311153 | val_loss: 0.0311521 | Time: 1717.66 ms
[2021-09-30 00:33:53 main:581] : INFO : Epoch 1658 | loss: 0.0311139 | val_loss: 0.0311488 | Time: 1723.47 ms
[2021-09-30 00:33:55 main:581] : INFO : Epoch 1659 | loss: 0.0311122 | val_loss: 0.0311511 | Time: 1725.87 ms
[2021-09-30 00:33:56 main:581] : INFO : Epoch 1660 | loss: 0.0311099 | val_loss: 0.0311513 | Time: 1732.95 ms
[2021-09-30 00:33:58 main:581] : INFO : Epoch 1661 | loss: 0.031108 | val_loss: 0.0311516 | Time: 1730.34 ms
[2021-09-30 00:34:00 main:581] : INFO : Epoch 1662 | loss: 0.031107 | val_loss: 0.0311462 | Time: 1731.79 ms
[2021-09-30 00:34:02 main:581] : INFO : Epoch 1663 | loss: 0.0311045 | val_loss: 0.0311615 | Time: 1725.07 ms
[2021-09-30 00:34:03 main:581] : INFO : Epoch 1664 | loss: 0.0311084 | val_loss: 0.031156 | Time: 1731.45 ms
[2021-09-30 00:34:05 main:581] : INFO : Epoch 1665 | loss: 0.0311045 | val_loss: 0.0311501 | Time: 1721.16 ms
[2021-09-30 00:34:07 main:581] : INFO : Epoch 1666 | loss: 0.0311007 | val_loss: 0.0311532 | Time: 1708.46 ms
[2021-09-30 00:34:09 main:581] : INFO : Epoch 1667 | loss: 0.0311044 | val_loss: 0.0311637 | Time: 1721.06 ms
[2021-09-30 00:34:10 main:581] : INFO : Epoch 1668 | loss: 0.0311045 | val_loss: 0.0311506 | Time: 1723.93 ms
[2021-09-30 00:34:12 main:581] : INFO : Epoch 1669 | loss: 0.0310997 | val_loss: 0.0311551 | Time: 1718.63 ms
[2021-09-30 00:34:14 main:581] : INFO : Epoch 1670 | loss: 0.0310994 | val_loss: 0.0311566 | Time: 1725.49 ms
[2021-09-30 00:34:15 main:581] : INFO : Epoch 1671 | loss: 0.0311004 | val_loss: 0.0311539 | Time: 1735.39 ms
[2021-09-30 00:34:17 main:581] : INFO : Epoch 1672 | loss: 0.0311 | val_loss: 0.0311492 | Time: 1691.2 ms
[2021-09-30 00:34:19 main:581] : INFO : Epoch 1673 | loss: 0.0310979 | val_loss: 0.0311541 | Time: 1713.3 ms
[2021-09-30 00:34:21 main:581] : INFO : Epoch 1674 | loss: 0.0310985 | val_loss: 0.0311567 | Time: 1714.79 ms
[2021-09-30 00:34:22 main:581] : INFO : Epoch 1675 | loss: 0.0310985 | val_loss: 0.0311493 | Time: 1706.68 ms
[2021-09-30 00:34:24 main:581] : INFO : Epoch 1676 | loss: 0.0310967 | val_loss: 0.0311531 | Time: 1725.49 ms
[2021-09-30 00:34:26 main:581] : INFO : Epoch 1677 | loss: 0.0311049 | val_loss: 0.0311558 | Time: 1725.99 ms
[2021-09-30 00:34:27 main:581] : INFO : Epoch 1678 | loss: 0.0311057 | val_loss: 0.0311512 | Time: 1707.09 ms
[2021-09-30 00:34:29 main:581] : INFO : Epoch 1679 | loss: 0.0310983 | val_loss: 0.0311482 | Time: 1721.21 ms
[2021-09-30 00:34:31 main:581] : INFO : Epoch 1680 | loss: 0.0310969 | val_loss: 0.0311583 | Time: 1732.49 ms
[2021-09-30 00:34:33 main:581] : INFO : Epoch 1681 | loss: 0.0310951 | val_loss: 0.0311533 | Time: 1716.48 ms
[2021-09-30 00:34:34 main:581] : INFO : Epoch 1682 | loss: 0.0310931 | val_loss: 0.031149 | Time: 1719.06 ms
[2021-09-30 00:34:36 main:581] : INFO : Epoch 1683 | loss: 0.0310934 | val_loss: 0.0311541 | Time: 1724.26 ms
[2021-09-30 00:34:38 main:581] : INFO : Epoch 1684 | loss: 0.0310948 | val_loss: 0.0311548 | Time: 1713.26 ms
[2021-09-30 00:34:39 main:581] : INFO : Epoch 1685 | loss: 0.0310973 | val_loss: 0.0311539 | Time: 1721.68 ms
[2021-09-30 00:34:41 main:581] : INFO : Epoch 1686 | loss: 0.0310947 | val_loss: 0.0311484 | Time: 1723.69 ms
[2021-09-30 00:34:43 main:581] : INFO : Epoch 1687 | loss: 0.031096 | val_loss: 0.0311548 | Time: 1734.56 ms
[2021-09-30 00:34:45 main:581] : INFO : Epoch 1688 | loss: 0.0310986 | val_loss: 0.0311443 | Time: 1736.47 ms
[2021-09-30 00:34:46 main:581] : INFO : Epoch 1689 | loss: 0.0310923 | val_loss: 0.0311503 | Time: 1729.56 ms
[2021-09-30 00:34:48 main:581] : INFO : Epoch 1690 | loss: 0.0310906 | val_loss: 0.0311448 | Time: 1713.97 ms
[2021-09-30 00:34:50 main:581] : INFO : Epoch 1691 | loss: 0.0311028 | val_loss: 0.0311499 | Time: 1705.85 ms
[2021-09-30 00:34:51 main:581] : INFO : Epoch 1692 | loss: 0.0311037 | val_loss: 0.0311523 | Time: 1708.37 ms
[2021-09-30 00:34:53 main:581] : INFO : Epoch 1693 | loss: 0.0310994 | val_loss: 0.0311527 | Time: 1716.55 ms
[2021-09-30 00:34:55 main:581] : INFO : Epoch 1694 | loss: 0.0311006 | val_loss: 0.0311514 | Time: 1700.31 ms
[2021-09-30 00:34:57 main:581] : INFO : Epoch 1695 | loss: 0.0310979 | val_loss: 0.0311588 | Time: 1720.93 ms
[2021-09-30 00:34:58 main:581] : INFO : Epoch 1696 | loss: 0.0310959 | val_loss: 0.0311543 | Time: 1720.28 ms
[2021-09-30 00:35:00 main:581] : INFO : Epoch 1697 | loss: 0.0310967 | val_loss: 0.0311561 | Time: 1704.09 ms
[2021-09-30 00:35:02 main:581] : INFO : Epoch 1698 | loss: 0.0310913 | val_loss: 0.0311565 | Time: 1729.53 ms
[2021-09-30 00:35:03 main:581] : INFO : Epoch 1699 | loss: 0.0310895 | val_loss: 0.0311499 | Time: 1690.22 ms
[2021-09-30 00:35:05 main:581] : INFO : Epoch 1700 | loss: 0.0310919 | val_loss: 0.0311512 | Time: 1724.94 ms
[2021-09-30 00:35:07 main:581] : INFO : Epoch 1701 | loss: 0.031094 | val_loss: 0.0311497 | Time: 1717.84 ms
[2021-09-30 00:35:09 main:581] : INFO : Epoch 1702 | loss: 0.0310947 | val_loss: 0.0311512 | Time: 1721.33 ms
[2021-09-30 00:35:10 main:581] : INFO : Epoch 1703 | loss: 0.0310942 | val_loss: 0.0311496 | Time: 1721.63 ms
[2021-09-30 00:35:12 main:581] : INFO : Epoch 1704 | loss: 0.0310939 | val_loss: 0.0311498 | Time: 1692.22 ms
[2021-09-30 00:35:14 main:581] : INFO : Epoch 1705 | loss: 0.0310944 | val_loss: 0.0311495 | Time: 1726.62 ms
[2021-09-30 00:35:16 main:581] : INFO : Epoch 1706 | loss: 0.0310957 | val_loss: 0.0311543 | Time: 1731.84 ms
[2021-09-30 00:35:17 main:581] : INFO : Epoch 1707 | loss: 0.0310944 | val_loss: 0.0311594 | Time: 1710.76 ms
[2021-09-30 00:35:19 main:581] : INFO : Epoch 1708 | loss: 0.031102 | val_loss: 0.0311576 | Time: 1726.37 ms
[2021-09-30 00:35:21 main:581] : INFO : Epoch 1709 | loss: 0.0311144 | val_loss: 0.0311525 | Time: 1723.28 ms
[2021-09-30 00:35:22 main:581] : INFO : Epoch 1710 | loss: 0.0311059 | val_loss: 0.0311539 | Time: 1732.9 ms
[2021-09-30 00:35:24 main:581] : INFO : Epoch 1711 | loss: 0.0310988 | val_loss: 0.0311551 | Time: 1723.82 ms
[2021-09-30 00:35:26 main:581] : INFO : Epoch 1712 | loss: 0.031096 | val_loss: 0.0311504 | Time: 1743.91 ms
[2021-09-30 00:35:28 main:581] : INFO : Epoch 1713 | loss: 0.0310965 | val_loss: 0.0311543 | Time: 1725.71 ms
[2021-09-30 00:35:29 main:581] : INFO : Epoch 1714 | loss: 0.0310946 | val_loss: 0.0311565 | Time: 1733.95 ms
[2021-09-30 00:35:31 main:581] : INFO : Epoch 1715 | loss: 0.0310926 | val_loss: 0.0311516 | Time: 1730.8 ms
[2021-09-30 00:35:33 main:581] : INFO : Epoch 1716 | loss: 0.031093 | val_loss: 0.0311427 | Time: 1728.77 ms
[2021-09-30 00:35:35 main:581] : INFO : Epoch 1717 | loss: 0.0310922 | val_loss: 0.0311565 | Time: 1720.86 ms
[2021-09-30 00:35:36 main:581] : INFO : Epoch 1718 | loss: 0.0310919 | val_loss: 0.0311546 | Time: 1722.6 ms
[2021-09-30 00:35:38 main:581] : INFO : Epoch 1719 | loss: 0.0310924 | val_loss: 0.0311542 | Time: 1726.79 ms
[2021-09-30 00:35:40 main:581] : INFO : Epoch 1720 | loss: 0.0310951 | val_loss: 0.0311511 | Time: 1724.85 ms
[2021-09-30 00:35:41 main:581] : INFO : Epoch 1721 | loss: 0.0310924 | val_loss: 0.031151 | Time: 1718.1 ms
[2021-09-30 00:35:43 main:581] : INFO : Epoch 1722 | loss: 0.0310895 | val_loss: 0.0311501 | Time: 1735.81 ms
[2021-09-30 00:35:45 main:581] : INFO : Epoch 1723 | loss: 0.0310892 | val_loss: 0.0311495 | Time: 1726.69 ms
[2021-09-30 00:35:47 main:581] : INFO : Epoch 1724 | loss: 0.0310864 | val_loss: 0.0311528 | Time: 1736.8 ms
[2021-09-30 00:35:48 main:581] : INFO : Epoch 1725 | loss: 0.0310944 | val_loss: 0.031151 | Time: 1712.79 ms
[2021-09-30 00:35:50 main:581] : INFO : Epoch 1726 | loss: 0.0310907 | val_loss: 0.0311561 | Time: 1733.91 ms
[2021-09-30 00:35:52 main:581] : INFO : Epoch 1727 | loss: 0.0310903 | val_loss: 0.0311521 | Time: 1714.71 ms
[2021-09-30 00:35:53 main:581] : INFO : Epoch 1728 | loss: 0.03109 | val_loss: 0.0311544 | Time: 1718.04 ms
[2021-09-30 00:35:55 main:581] : INFO : Epoch 1729 | loss: 0.0310882 | val_loss: 0.031153 | Time: 1728.93 ms
[2021-09-30 00:35:57 main:581] : INFO : Epoch 1730 | loss: 0.0310899 | val_loss: 0.0311511 | Time: 1709.67 ms
[2021-09-30 00:35:59 main:581] : INFO : Epoch 1731 | loss: 0.0310917 | val_loss: 0.0311531 | Time: 1728.48 ms
[2021-09-30 00:36:00 main:581] : INFO : Epoch 1732 | loss: 0.0310868 | val_loss: 0.0311576 | Time: 1735.42 ms
[2021-09-30 00:36:02 main:581] : INFO : Epoch 1733 | loss: 0.0310847 | val_loss: 0.0311499 | Time: 1720.75 ms
[2021-09-30 00:36:04 main:581] : INFO : Epoch 1734 | loss: 0.0310851 | val_loss: 0.0311494 | Time: 1708.88 ms
[2021-09-30 00:36:06 main:581] : INFO : Epoch 1735 | loss: 0.0310854 | val_loss: 0.0311632 | Time: 1726.2 ms
[2021-09-30 00:36:07 main:581] : INFO : Epoch 1736 | loss: 0.0310837 | val_loss: 0.031158 | Time: 1717.32 ms
[2021-09-30 00:36:09 main:581] : INFO : Epoch 1737 | loss: 0.0310819 | val_loss: 0.0311508 | Time: 1712.1 ms
[2021-09-30 00:36:11 main:581] : INFO : Epoch 1738 | loss: 0.031086 | val_loss: 0.0311559 | Time: 1720.48 ms
[2021-09-30 00:36:12 main:581] : INFO : Epoch 1739 | loss: 0.0310881 | val_loss: 0.0311555 | Time: 1701.71 ms
[2021-09-30 00:36:14 main:581] : INFO : Epoch 1740 | loss: 0.0310865 | val_loss: 0.0311544 | Time: 1719.94 ms
[2021-09-30 00:36:16 main:581] : INFO : Epoch 1741 | loss: 0.0310826 | val_loss: 0.0311547 | Time: 1740.41 ms
[2021-09-30 00:36:18 main:581] : INFO : Epoch 1742 | loss: 0.0310838 | val_loss: 0.0311511 | Time: 1711.77 ms
[2021-09-30 00:36:19 main:581] : INFO : Epoch 1743 | loss: 0.03108 | val_loss: 0.0311569 | Time: 1727.55 ms
[2021-09-30 00:36:21 main:581] : INFO : Epoch 1744 | loss: 0.0310861 | val_loss: 0.0311546 | Time: 1727.11 ms
[2021-09-30 00:36:23 main:581] : INFO : Epoch 1745 | loss: 0.0310882 | val_loss: 0.0311546 | Time: 1724.95 ms
[2021-09-30 00:36:24 main:581] : INFO : Epoch 1746 | loss: 0.0310872 | val_loss: 0.031153 | Time: 1725.09 ms
[2021-09-30 00:36:26 main:581] : INFO : Epoch 1747 | loss: 0.0310882 | val_loss: 0.031161 | Time: 1734.08 ms
[2021-09-30 00:36:28 main:581] : INFO : Epoch 1748 | loss: 0.0310869 | val_loss: 0.0311529 | Time: 1727.94 ms
[2021-09-30 00:36:30 main:581] : INFO : Epoch 1749 | loss: 0.0310871 | val_loss: 0.0311578 | Time: 1722.91 ms
[2021-09-30 00:36:31 main:581] : INFO : Epoch 1750 | loss: 0.0310818 | val_loss: 0.0311621 | Time: 1712.68 ms
[2021-09-30 00:36:33 main:581] : INFO : Epoch 1751 | loss: 0.0310884 | val_loss: 0.0311537 | Time: 1716.74 ms
[2021-09-30 00:36:35 main:581] : INFO : Epoch 1752 | loss: 0.0310875 | val_loss: 0.0311531 | Time: 1729.64 ms
[2021-09-30 00:36:37 main:581] : INFO : Epoch 1753 | loss: 0.0310815 | val_loss: 0.0311597 | Time: 1721.01 ms
[2021-09-30 00:36:38 main:581] : INFO : Epoch 1754 | loss: 0.0310809 | val_loss: 0.0311608 | Time: 1733.9 ms
[2021-09-30 00:36:40 main:581] : INFO : Epoch 1755 | loss: 0.0310796 | val_loss: 0.0311604 | Time: 1729.04 ms
[2021-09-30 00:36:42 main:581] : INFO : Epoch 1756 | loss: 0.0310925 | val_loss: 0.0311543 | Time: 1730.46 ms
[2021-09-30 00:36:43 main:581] : INFO : Epoch 1757 | loss: 0.0310904 | val_loss: 0.0311568 | Time: 1722.98 ms
[2021-09-30 00:36:45 main:581] : INFO : Epoch 1758 | loss: 0.0310862 | val_loss: 0.0311583 | Time: 1729.47 ms
[2021-09-30 00:36:47 main:581] : INFO : Epoch 1759 | loss: 0.0310863 | val_loss: 0.0311497 | Time: 1730.14 ms
[2021-09-30 00:36:49 main:581] : INFO : Epoch 1760 | loss: 0.03109 | val_loss: 0.0311549 | Time: 1712.6 ms
[2021-09-30 00:36:50 main:581] : INFO : Epoch 1761 | loss: 0.0310903 | val_loss: 0.0311563 | Time: 1728.91 ms
[2021-09-30 00:36:52 main:581] : INFO : Epoch 1762 | loss: 0.0311141 | val_loss: 0.0311684 | Time: 1733.49 ms
[2021-09-30 00:36:54 main:581] : INFO : Epoch 1763 | loss: 0.0311402 | val_loss: 0.0311596 | Time: 1710.73 ms
[2021-09-30 00:36:56 main:581] : INFO : Epoch 1764 | loss: 0.0311319 | val_loss: 0.0311481 | Time: 1726.83 ms
[2021-09-30 00:36:57 main:581] : INFO : Epoch 1765 | loss: 0.0311212 | val_loss: 0.0311495 | Time: 1717.2 ms
[2021-09-30 00:36:59 main:581] : INFO : Epoch 1766 | loss: 0.0311163 | val_loss: 0.0311521 | Time: 1715.17 ms
[2021-09-30 00:37:01 main:581] : INFO : Epoch 1767 | loss: 0.0311109 | val_loss: 0.0311524 | Time: 1717.99 ms
[2021-09-30 00:37:02 main:581] : INFO : Epoch 1768 | loss: 0.0311114 | val_loss: 0.0311527 | Time: 1717.24 ms
[2021-09-30 00:37:04 main:581] : INFO : Epoch 1769 | loss: 0.0311088 | val_loss: 0.0311521 | Time: 1731.54 ms
[2021-09-30 00:37:06 main:581] : INFO : Epoch 1770 | loss: 0.0311056 | val_loss: 0.0311553 | Time: 1731.57 ms
[2021-09-30 00:37:08 main:581] : INFO : Epoch 1771 | loss: 0.0311047 | val_loss: 0.0311587 | Time: 1721.37 ms
[2021-09-30 00:37:09 main:581] : INFO : Epoch 1772 | loss: 0.0311019 | val_loss: 0.0311554 | Time: 1716.17 ms
[2021-09-30 00:37:11 main:581] : INFO : Epoch 1773 | loss: 0.0310977 | val_loss: 0.0311574 | Time: 1705.83 ms
[2021-09-30 00:37:13 main:581] : INFO : Epoch 1774 | loss: 0.0310968 | val_loss: 0.0311508 | Time: 1709.95 ms
[2021-09-30 00:37:14 main:581] : INFO : Epoch 1775 | loss: 0.0310928 | val_loss: 0.0311536 | Time: 1720.05 ms
[2021-09-30 00:37:16 main:581] : INFO : Epoch 1776 | loss: 0.0310917 | val_loss: 0.0311611 | Time: 1716.42 ms
[2021-09-30 00:37:18 main:581] : INFO : Epoch 1777 | loss: 0.0310915 | val_loss: 0.0311564 | Time: 1721.02 ms
[2021-09-30 00:37:20 main:581] : INFO : Epoch 1778 | loss: 0.0310902 | val_loss: 0.0311695 | Time: 1732.93 ms
[2021-09-30 00:37:21 main:581] : INFO : Epoch 1779 | loss: 0.0310931 | val_loss: 0.0311641 | Time: 1727.52 ms
[2021-09-30 00:37:23 main:581] : INFO : Epoch 1780 | loss: 0.0310893 | val_loss: 0.0311642 | Time: 1713.38 ms
[2021-09-30 00:37:25 main:581] : INFO : Epoch 1781 | loss: 0.0310883 | val_loss: 0.0311642 | Time: 1729.3 ms
[2021-09-30 00:37:27 main:581] : INFO : Epoch 1782 | loss: 0.0310921 | val_loss: 0.03116 | Time: 1723.29 ms
[2021-09-30 00:37:28 main:581] : INFO : Epoch 1783 | loss: 0.0310955 | val_loss: 0.0311639 | Time: 1737.3 ms
[2021-09-30 00:37:30 main:581] : INFO : Epoch 1784 | loss: 0.0310931 | val_loss: 0.0311559 | Time: 1723.07 ms
[2021-09-30 00:37:32 main:581] : INFO : Epoch 1785 | loss: 0.0310894 | val_loss: 0.0311582 | Time: 1716.65 ms
[2021-09-30 00:37:33 main:581] : INFO : Epoch 1786 | loss: 0.0310891 | val_loss: 0.0311582 | Time: 1718.03 ms
[2021-09-30 00:37:35 main:581] : INFO : Epoch 1787 | loss: 0.0310863 | val_loss: 0.0311574 | Time: 1725.9 ms
[2021-09-30 00:37:37 main:581] : INFO : Epoch 1788 | loss: 0.0310857 | val_loss: 0.0311608 | Time: 1723.68 ms
[2021-09-30 00:37:39 main:581] : INFO : Epoch 1789 | loss: 0.0310886 | val_loss: 0.031158 | Time: 1713.12 ms
[2021-09-30 00:37:40 main:581] : INFO : Epoch 1790 | loss: 0.0310879 | val_loss: 0.0311546 | Time: 1732.7 ms
[2021-09-30 00:37:42 main:581] : INFO : Epoch 1791 | loss: 0.0310849 | val_loss: 0.0311557 | Time: 1716.74 ms
[2021-09-30 00:37:44 main:581] : INFO : Epoch 1792 | loss: 0.0310853 | val_loss: 0.0311619 | Time: 1720.65 ms
[2021-09-30 00:37:45 main:581] : INFO : Epoch 1793 | loss: 0.0310859 | val_loss: 0.0311687 | Time: 1719.97 ms
[2021-09-30 00:37:47 main:581] : INFO : Epoch 1794 | loss: 0.0310851 | val_loss: 0.0311616 | Time: 1723.09 ms
[2021-09-30 00:37:49 main:581] : INFO : Epoch 1795 | loss: 0.0310855 | val_loss: 0.0311646 | Time: 1716.07 ms
[2021-09-30 00:37:51 main:581] : INFO : Epoch 1796 | loss: 0.0310824 | val_loss: 0.0311596 | Time: 1717.95 ms
[2021-09-30 00:37:52 main:581] : INFO : Epoch 1797 | loss: 0.0310836 | val_loss: 0.0311605 | Time: 1717.26 ms
[2021-09-30 00:37:54 main:581] : INFO : Epoch 1798 | loss: 0.0310842 | val_loss: 0.0311607 | Time: 1719.1 ms
[2021-09-30 00:37:56 main:581] : INFO : Epoch 1799 | loss: 0.0310822 | val_loss: 0.0311648 | Time: 1697.93 ms
[2021-09-30 00:37:57 main:581] : INFO : Epoch 1800 | loss: 0.0310821 | val_loss: 0.0311566 | Time: 1719.73 ms
[2021-09-30 00:37:59 main:581] : INFO : Epoch 1801 | loss: 0.0310823 | val_loss: 0.0311605 | Time: 1723.19 ms
[2021-09-30 00:38:01 main:581] : INFO : Epoch 1802 | loss: 0.0310787 | val_loss: 0.0311663 | Time: 1725.72 ms
[2021-09-30 00:38:03 main:581] : INFO : Epoch 1803 | loss: 0.0310794 | val_loss: 0.0311725 | Time: 1713.28 ms
[2021-09-30 00:38:04 main:581] : INFO : Epoch 1804 | loss: 0.0310913 | val_loss: 0.031161 | Time: 1732.26 ms
[2021-09-30 00:38:06 main:581] : INFO : Epoch 1805 | loss: 0.0310857 | val_loss: 0.0311588 | Time: 1737.57 ms
[2021-09-30 00:38:08 main:581] : INFO : Epoch 1806 | loss: 0.0310837 | val_loss: 0.0311589 | Time: 1714.99 ms
[2021-09-30 00:38:10 main:581] : INFO : Epoch 1807 | loss: 0.0310894 | val_loss: 0.0311588 | Time: 1733.77 ms
[2021-09-30 00:38:11 main:581] : INFO : Epoch 1808 | loss: 0.0310948 | val_loss: 0.0311515 | Time: 1711.07 ms
[2021-09-30 00:38:13 main:581] : INFO : Epoch 1809 | loss: 0.0310895 | val_loss: 0.0311576 | Time: 1706.22 ms
[2021-09-30 00:38:15 main:581] : INFO : Epoch 1810 | loss: 0.0310881 | val_loss: 0.0311511 | Time: 1707.09 ms
[2021-09-30 00:38:16 main:581] : INFO : Epoch 1811 | loss: 0.0310955 | val_loss: 0.0311529 | Time: 1717.6 ms
[2021-09-30 00:38:18 main:581] : INFO : Epoch 1812 | loss: 0.0310916 | val_loss: 0.0311624 | Time: 1729.29 ms
[2021-09-30 00:38:20 main:581] : INFO : Epoch 1813 | loss: 0.0310906 | val_loss: 0.0311588 | Time: 1719.9 ms
[2021-09-30 00:38:22 main:581] : INFO : Epoch 1814 | loss: 0.0310897 | val_loss: 0.0311611 | Time: 1704.88 ms
[2021-09-30 00:38:23 main:581] : INFO : Epoch 1815 | loss: 0.0310876 | val_loss: 0.0311532 | Time: 1714.61 ms
[2021-09-30 00:38:25 main:581] : INFO : Epoch 1816 | loss: 0.0310859 | val_loss: 0.0311554 | Time: 1716.3 ms
[2021-09-30 00:38:27 main:581] : INFO : Epoch 1817 | loss: 0.0310843 | val_loss: 0.0311538 | Time: 1721.17 ms
[2021-09-30 00:38:28 main:581] : INFO : Epoch 1818 | loss: 0.0310809 | val_loss: 0.0311577 | Time: 1693.17 ms
[2021-09-30 00:38:30 main:581] : INFO : Epoch 1819 | loss: 0.0310822 | val_loss: 0.031162 | Time: 1727.61 ms
[2021-09-30 00:38:32 main:581] : INFO : Epoch 1820 | loss: 0.0310815 | val_loss: 0.0311612 | Time: 1736.07 ms
[2021-09-30 00:38:34 main:581] : INFO : Epoch 1821 | loss: 0.0310801 | val_loss: 0.0311645 | Time: 1700.58 ms
[2021-09-30 00:38:35 main:581] : INFO : Epoch 1822 | loss: 0.0310816 | val_loss: 0.031159 | Time: 1716.41 ms
[2021-09-30 00:38:37 main:581] : INFO : Epoch 1823 | loss: 0.0310832 | val_loss: 0.0311641 | Time: 1716.09 ms
[2021-09-30 00:38:39 main:581] : INFO : Epoch 1824 | loss: 0.0310894 | val_loss: 0.0311635 | Time: 1711.2 ms
[2021-09-30 00:38:40 main:581] : INFO : Epoch 1825 | loss: 0.0310915 | val_loss: 0.0311651 | Time: 1719.05 ms
[2021-09-30 00:38:42 main:581] : INFO : Epoch 1826 | loss: 0.0310925 | val_loss: 0.031159 | Time: 1721.06 ms
[2021-09-30 00:38:44 main:581] : INFO : Epoch 1827 | loss: 0.0310949 | val_loss: 0.0311545 | Time: 1727.77 ms
[2021-09-30 00:38:46 main:581] : INFO : Epoch 1828 | loss: 0.0310979 | val_loss: 0.0311609 | Time: 1715.82 ms
[2021-09-30 00:38:47 main:581] : INFO : Epoch 1829 | loss: 0.031089 | val_loss: 0.0311652 | Time: 1704.11 ms
[2021-09-30 00:38:49 main:581] : INFO : Epoch 1830 | loss: 0.0310838 | val_loss: 0.0311589 | Time: 1717.27 ms
[2021-09-30 00:38:51 main:581] : INFO : Epoch 1831 | loss: 0.0310817 | val_loss: 0.0311554 | Time: 1718.9 ms
[2021-09-30 00:38:52 main:581] : INFO : Epoch 1832 | loss: 0.0310803 | val_loss: 0.0311601 | Time: 1713.05 ms
[2021-09-30 00:38:54 main:581] : INFO : Epoch 1833 | loss: 0.0310791 | val_loss: 0.0311649 | Time: 1743.3 ms
[2021-09-30 00:38:56 main:581] : INFO : Epoch 1834 | loss: 0.0310774 | val_loss: 0.031165 | Time: 1707.84 ms
[2021-09-30 00:38:58 main:581] : INFO : Epoch 1835 | loss: 0.0310797 | val_loss: 0.0311632 | Time: 1710.41 ms
[2021-09-30 00:38:59 main:581] : INFO : Epoch 1836 | loss: 0.0310801 | val_loss: 0.0311662 | Time: 1718.65 ms
[2021-09-30 00:39:01 main:581] : INFO : Epoch 1837 | loss: 0.0310864 | val_loss: 0.0311717 | Time: 1720.27 ms
[2021-09-30 00:39:03 main:581] : INFO : Epoch 1838 | loss: 0.0310933 | val_loss: 0.0311539 | Time: 1737.58 ms
[2021-09-30 00:39:05 main:581] : INFO : Epoch 1839 | loss: 0.0310942 | val_loss: 0.0311667 | Time: 1736.26 ms
[2021-09-30 00:39:06 main:581] : INFO : Epoch 1840 | loss: 0.03109 | val_loss: 0.031165 | Time: 1710.07 ms
[2021-09-30 00:39:08 main:581] : INFO : Epoch 1841 | loss: 0.0310844 | val_loss: 0.0311642 | Time: 1726.28 ms
[2021-09-30 00:39:10 main:581] : INFO : Epoch 1842 | loss: 0.0310836 | val_loss: 0.03116 | Time: 1732.13 ms
[2021-09-30 00:39:11 main:581] : INFO : Epoch 1843 | loss: 0.0310834 | val_loss: 0.0311626 | Time: 1732.96 ms
[2021-09-30 00:39:13 main:581] : INFO : Epoch 1844 | loss: 0.0310861 | val_loss: 0.0311623 | Time: 1715.09 ms
[2021-09-30 00:39:15 main:581] : INFO : Epoch 1845 | loss: 0.0310862 | val_loss: 0.0311636 | Time: 1723.42 ms
[2021-09-30 00:39:17 main:581] : INFO : Epoch 1846 | loss: 0.0310841 | val_loss: 0.0311654 | Time: 1705.51 ms
[2021-09-30 00:39:18 main:581] : INFO : Epoch 1847 | loss: 0.0310833 | val_loss: 0.0311601 | Time: 1724.29 ms
[2021-09-30 00:39:20 main:581] : INFO : Epoch 1848 | loss: 0.0310818 | val_loss: 0.0311614 | Time: 1717.14 ms
[2021-09-30 00:39:22 main:581] : INFO : Epoch 1849 | loss: 0.0310804 | val_loss: 0.0311543 | Time: 1720.21 ms
[2021-09-30 00:39:23 main:581] : INFO : Epoch 1850 | loss: 0.0310841 | val_loss: 0.0311594 | Time: 1714.81 ms
[2021-09-30 00:39:25 main:581] : INFO : Epoch 1851 | loss: 0.0310851 | val_loss: 0.0311573 | Time: 1715.74 ms
[2021-09-30 00:39:27 main:581] : INFO : Epoch 1852 | loss: 0.0310849 | val_loss: 0.0311581 | Time: 1721.97 ms
[2021-09-30 00:39:29 main:581] : INFO : Epoch 1853 | loss: 0.0310806 | val_loss: 0.0311667 | Time: 1731.79 ms
[2021-09-30 00:39:30 main:581] : INFO : Epoch 1854 | loss: 0.0310834 | val_loss: 0.0311605 | Time: 1717.04 ms
[2021-09-30 00:39:32 main:581] : INFO : Epoch 1855 | loss: 0.0310901 | val_loss: 0.0311618 | Time: 1709.78 ms
[2021-09-30 00:39:34 main:581] : INFO : Epoch 1856 | loss: 0.0310885 | val_loss: 0.0311611 | Time: 1720.57 ms
[2021-09-30 00:39:36 main:581] : INFO : Epoch 1857 | loss: 0.031086 | val_loss: 0.0311617 | Time: 1725.74 ms
[2021-09-30 00:39:37 main:581] : INFO : Epoch 1858 | loss: 0.0310882 | val_loss: 0.0311579 | Time: 1707.78 ms
[2021-09-30 00:39:39 main:581] : INFO : Epoch 1859 | loss: 0.0310928 | val_loss: 0.0311629 | Time: 1723.42 ms
[2021-09-30 00:39:41 main:581] : INFO : Epoch 1860 | loss: 0.0310894 | val_loss: 0.0311582 | Time: 1732.76 ms
[2021-09-30 00:39:42 main:581] : INFO : Epoch 1861 | loss: 0.0310847 | val_loss: 0.0311651 | Time: 1709.76 ms
[2021-09-30 00:39:44 main:581] : INFO : Epoch 1862 | loss: 0.0310839 | val_loss: 0.0311631 | Time: 1734.46 ms
[2021-09-30 00:39:46 main:581] : INFO : Epoch 1863 | loss: 0.0310815 | val_loss: 0.0311638 | Time: 1710.58 ms
[2021-09-30 00:39:48 main:581] : INFO : Epoch 1864 | loss: 0.0310822 | val_loss: 0.0311587 | Time: 1722.32 ms
[2021-09-30 00:39:49 main:581] : INFO : Epoch 1865 | loss: 0.0310796 | val_loss: 0.031168 | Time: 1725.14 ms
[2021-09-30 00:39:51 main:581] : INFO : Epoch 1866 | loss: 0.0310779 | val_loss: 0.0311591 | Time: 1715.32 ms
[2021-09-30 00:39:53 main:581] : INFO : Epoch 1867 | loss: 0.0310782 | val_loss: 0.0311765 | Time: 1716.08 ms
[2021-09-30 00:39:54 main:581] : INFO : Epoch 1868 | loss: 0.0310772 | val_loss: 0.0311701 | Time: 1727.92 ms
[2021-09-30 00:39:56 main:581] : INFO : Epoch 1869 | loss: 0.0310739 | val_loss: 0.0311649 | Time: 1730.15 ms
[2021-09-30 00:39:58 main:581] : INFO : Epoch 1870 | loss: 0.0310753 | val_loss: 0.0311619 | Time: 1728.94 ms
[2021-09-30 00:40:00 main:581] : INFO : Epoch 1871 | loss: 0.0310756 | val_loss: 0.0311645 | Time: 1721.14 ms
[2021-09-30 00:40:01 main:581] : INFO : Epoch 1872 | loss: 0.0310743 | val_loss: 0.0311624 | Time: 1729.15 ms
[2021-09-30 00:40:03 main:581] : INFO : Epoch 1873 | loss: 0.0310739 | val_loss: 0.0311614 | Time: 1705.65 ms
[2021-09-30 00:40:05 main:581] : INFO : Epoch 1874 | loss: 0.0310775 | val_loss: 0.0311594 | Time: 1712.09 ms
[2021-09-30 00:40:06 main:581] : INFO : Epoch 1875 | loss: 0.0310782 | val_loss: 0.0311625 | Time: 1725.99 ms
[2021-09-30 00:40:08 main:581] : INFO : Epoch 1876 | loss: 0.0310787 | val_loss: 0.031161 | Time: 1709.7 ms
[2021-09-30 00:40:10 main:581] : INFO : Epoch 1877 | loss: 0.0310807 | val_loss: 0.0311751 | Time: 1724.32 ms
[2021-09-30 00:40:12 main:581] : INFO : Epoch 1878 | loss: 0.0310875 | val_loss: 0.0311794 | Time: 1721.71 ms
[2021-09-30 00:40:13 main:581] : INFO : Epoch 1879 | loss: 0.0310811 | val_loss: 0.031167 | Time: 1719 ms
[2021-09-30 00:40:15 main:581] : INFO : Epoch 1880 | loss: 0.0310817 | val_loss: 0.0311587 | Time: 1723.6 ms
[2021-09-30 00:40:17 main:581] : INFO : Epoch 1881 | loss: 0.0310855 | val_loss: 0.03116 | Time: 1730.84 ms
[2021-09-30 00:40:19 main:581] : INFO : Epoch 1882 | loss: 0.0310888 | val_loss: 0.03116 | Time: 1708.24 ms
[2021-09-30 00:40:20 main:581] : INFO : Epoch 1883 | loss: 0.0310809 | val_loss: 0.0311614 | Time: 1728.7 ms
[2021-09-30 00:40:22 main:581] : INFO : Epoch 1884 | loss: 0.0310818 | val_loss: 0.0311562 | Time: 1724.08 ms
[2021-09-30 00:40:24 main:581] : INFO : Epoch 1885 | loss: 0.03108 | val_loss: 0.031156 | Time: 1725.82 ms
[2021-09-30 00:40:25 main:581] : INFO : Epoch 1886 | loss: 0.0310765 | val_loss: 0.0311595 | Time: 1731.4 ms
[2021-09-30 00:40:27 main:581] : INFO : Epoch 1887 | loss: 0.0310768 | val_loss: 0.031162 | Time: 1725.12 ms
[2021-09-30 00:40:29 main:581] : INFO : Epoch 1888 | loss: 0.0311036 | val_loss: 0.0311534 | Time: 1724.45 ms
[2021-09-30 00:40:31 main:581] : INFO : Epoch 1889 | loss: 0.0311049 | val_loss: 0.0311593 | Time: 1725.56 ms
[2021-09-30 00:40:32 main:581] : INFO : Epoch 1890 | loss: 0.0310956 | val_loss: 0.0311497 | Time: 1720.08 ms
[2021-09-30 00:40:34 main:581] : INFO : Epoch 1891 | loss: 0.0310894 | val_loss: 0.0311508 | Time: 1726.44 ms
[2021-09-30 00:40:36 main:581] : INFO : Epoch 1892 | loss: 0.0310859 | val_loss: 0.0311571 | Time: 1728.15 ms
[2021-09-30 00:40:38 main:581] : INFO : Epoch 1893 | loss: 0.0310848 | val_loss: 0.0311621 | Time: 1726.27 ms
[2021-09-30 00:40:39 main:581] : INFO : Epoch 1894 | loss: 0.0310815 | val_loss: 0.0311579 | Time: 1723.41 ms
[2021-09-30 00:40:41 main:581] : INFO : Epoch 1895 | loss: 0.0310857 | val_loss: 0.0311641 | Time: 1726.58 ms
[2021-09-30 00:40:43 main:581] : INFO : Epoch 1896 | loss: 0.0310927 | val_loss: 0.0311573 | Time: 1698 ms
[2021-09-30 00:40:44 main:581] : INFO : Epoch 1897 | loss: 0.0310861 | val_loss: 0.0311626 | Time: 1718.47 ms
[2021-09-30 00:40:46 main:581] : INFO : Epoch 1898 | loss: 0.0310916 | val_loss: 0.0311566 | Time: 1717.53 ms
[2021-09-30 00:40:48 main:581] : INFO : Epoch 1899 | loss: 0.0310866 | val_loss: 0.0311576 | Time: 1732.45 ms
[2021-09-30 00:40:50 main:581] : INFO : Epoch 1900 | loss: 0.0310809 | val_loss: 0.0311532 | Time: 1729.48 ms
[2021-09-30 00:40:51 main:581] : INFO : Epoch 1901 | loss: 0.0310823 | val_loss: 0.0311567 | Time: 1725.9 ms
[2021-09-30 00:40:53 main:581] : INFO : Epoch 1902 | loss: 0.0310786 | val_loss: 0.0311557 | Time: 1712.58 ms
[2021-09-30 00:40:55 main:581] : INFO : Epoch 1903 | loss: 0.0310821 | val_loss: 0.0311686 | Time: 1723.74 ms
[2021-09-30 00:40:56 main:581] : INFO : Epoch 1904 | loss: 0.0310812 | val_loss: 0.0311586 | Time: 1725.14 ms
[2021-09-30 00:40:58 main:581] : INFO : Epoch 1905 | loss: 0.0310762 | val_loss: 0.0311544 | Time: 1712.51 ms
[2021-09-30 00:41:00 main:581] : INFO : Epoch 1906 | loss: 0.0310789 | val_loss: 0.0311629 | Time: 1723.12 ms
[2021-09-30 00:41:02 main:581] : INFO : Epoch 1907 | loss: 0.0310837 | val_loss: 0.0311551 | Time: 1703.76 ms
[2021-09-30 00:41:03 main:581] : INFO : Epoch 1908 | loss: 0.0310841 | val_loss: 0.031156 | Time: 1712.14 ms
[2021-09-30 00:41:05 main:581] : INFO : Epoch 1909 | loss: 0.0310838 | val_loss: 0.0311547 | Time: 1702.51 ms
[2021-09-30 00:41:07 main:581] : INFO : Epoch 1910 | loss: 0.0310809 | val_loss: 0.0311633 | Time: 1709.08 ms
[2021-09-30 00:41:08 main:581] : INFO : Epoch 1911 | loss: 0.0310778 | val_loss: 0.0311569 | Time: 1724.79 ms
[2021-09-30 00:41:10 main:581] : INFO : Epoch 1912 | loss: 0.0310861 | val_loss: 0.0311605 | Time: 1737.12 ms
[2021-09-30 00:41:12 main:581] : INFO : Epoch 1913 | loss: 0.0310865 | val_loss: 0.0311687 | Time: 1720.38 ms
[2021-09-30 00:41:14 main:581] : INFO : Epoch 1914 | loss: 0.0310868 | val_loss: 0.0311561 | Time: 1722 ms
[2021-09-30 00:41:15 main:581] : INFO : Epoch 1915 | loss: 0.0310816 | val_loss: 0.0311577 | Time: 1735.54 ms
[2021-09-30 00:41:17 main:581] : INFO : Epoch 1916 | loss: 0.0310866 | val_loss: 0.0311668 | Time: 1721.51 ms
[2021-09-30 00:41:19 main:581] : INFO : Epoch 1917 | loss: 0.0310896 | val_loss: 0.0311616 | Time: 1704.39 ms
[2021-09-30 00:41:21 main:581] : INFO : Epoch 1918 | loss: 0.0310933 | val_loss: 0.031156 | Time: 1725.92 ms
[2021-09-30 00:41:22 main:581] : INFO : Epoch 1919 | loss: 0.0310866 | val_loss: 0.0311536 | Time: 1725.21 ms
[2021-09-30 00:41:24 main:581] : INFO : Epoch 1920 | loss: 0.03109 | val_loss: 0.0311635 | Time: 1727.93 ms
[2021-09-30 00:41:26 main:581] : INFO : Epoch 1921 | loss: 0.0310913 | val_loss: 0.0311632 | Time: 1734.66 ms
[2021-09-30 00:41:27 main:581] : INFO : Epoch 1922 | loss: 0.0310902 | val_loss: 0.0311577 | Time: 1708.41 ms
[2021-09-30 00:41:29 main:581] : INFO : Epoch 1923 | loss: 0.031082 | val_loss: 0.0311552 | Time: 1715.89 ms
[2021-09-30 00:41:31 main:581] : INFO : Epoch 1924 | loss: 0.0310799 | val_loss: 0.0311704 | Time: 1723.41 ms
[2021-09-30 00:41:33 main:581] : INFO : Epoch 1925 | loss: 0.0310808 | val_loss: 0.0311553 | Time: 1721.92 ms
[2021-09-30 00:41:34 main:581] : INFO : Epoch 1926 | loss: 0.0310897 | val_loss: 0.0311539 | Time: 1747.26 ms
[2021-09-30 00:41:36 main:581] : INFO : Epoch 1927 | loss: 0.0310927 | val_loss: 0.0311589 | Time: 1716.47 ms
[2021-09-30 00:41:38 main:581] : INFO : Epoch 1928 | loss: 0.031097 | val_loss: 0.0311536 | Time: 1716.17 ms
[2021-09-30 00:41:39 main:581] : INFO : Epoch 1929 | loss: 0.0310889 | val_loss: 0.0311584 | Time: 1735.85 ms
[2021-09-30 00:41:41 main:581] : INFO : Epoch 1930 | loss: 0.0310804 | val_loss: 0.0311527 | Time: 1730.57 ms
[2021-09-30 00:41:43 main:581] : INFO : Epoch 1931 | loss: 0.0310759 | val_loss: 0.0311604 | Time: 1712.2 ms
[2021-09-30 00:41:45 main:581] : INFO : Epoch 1932 | loss: 0.0310752 | val_loss: 0.0311604 | Time: 1718.53 ms
[2021-09-30 00:41:46 main:581] : INFO : Epoch 1933 | loss: 0.031075 | val_loss: 0.0311527 | Time: 1728.01 ms
[2021-09-30 00:41:48 main:581] : INFO : Epoch 1934 | loss: 0.0310795 | val_loss: 0.031161 | Time: 1733.06 ms
[2021-09-30 00:41:50 main:581] : INFO : Epoch 1935 | loss: 0.0310846 | val_loss: 0.0311695 | Time: 1718.27 ms
[2021-09-30 00:41:52 main:581] : INFO : Epoch 1936 | loss: 0.0310832 | val_loss: 0.0311478 | Time: 1713.95 ms
[2021-09-30 00:41:53 main:581] : INFO : Epoch 1937 | loss: 0.0310895 | val_loss: 0.031156 | Time: 1717.14 ms
[2021-09-30 00:41:55 main:581] : INFO : Epoch 1938 | loss: 0.031082 | val_loss: 0.0311556 | Time: 1714.24 ms
[2021-09-30 00:41:57 main:581] : INFO : Epoch 1939 | loss: 0.0310787 | val_loss: 0.0311652 | Time: 1712.44 ms
[2021-09-30 00:41:58 main:581] : INFO : Epoch 1940 | loss: 0.031074 | val_loss: 0.0311562 | Time: 1724.62 ms
[2021-09-30 00:42:00 main:581] : INFO : Epoch 1941 | loss: 0.0310771 | val_loss: 0.0311631 | Time: 1734.27 ms
[2021-09-30 00:42:02 main:581] : INFO : Epoch 1942 | loss: 0.0310783 | val_loss: 0.0311642 | Time: 1703.72 ms
[2021-09-30 00:42:04 main:581] : INFO : Epoch 1943 | loss: 0.0310794 | val_loss: 0.0311565 | Time: 1716.99 ms
[2021-09-30 00:42:05 main:581] : INFO : Epoch 1944 | loss: 0.0310767 | val_loss: 0.0311586 | Time: 1714.86 ms
[2021-09-30 00:42:07 main:581] : INFO : Epoch 1945 | loss: 0.0310757 | val_loss: 0.0311568 | Time: 1705.28 ms
[2021-09-30 00:42:09 main:581] : INFO : Epoch 1946 | loss: 0.031073 | val_loss: 0.0311614 | Time: 1722.36 ms
[2021-09-30 00:42:10 main:581] : INFO : Epoch 1947 | loss: 0.0310719 | val_loss: 0.0311551 | Time: 1727.78 ms
[2021-09-30 00:42:12 main:581] : INFO : Epoch 1948 | loss: 0.0310736 | val_loss: 0.0311629 | Time: 1724.06 ms
[2021-09-30 00:42:14 main:581] : INFO : Epoch 1949 | loss: 0.0310748 | val_loss: 0.0311563 | Time: 1731.09 ms
[2021-09-30 00:42:16 main:581] : INFO : Epoch 1950 | loss: 0.0310767 | val_loss: 0.0311614 | Time: 1736.01 ms
[2021-09-30 00:42:17 main:581] : INFO : Epoch 1951 | loss: 0.0310724 | val_loss: 0.0311716 | Time: 1729.37 ms
[2021-09-30 00:42:19 main:581] : INFO : Epoch 1952 | loss: 0.0310736 | val_loss: 0.0311531 | Time: 1721.21 ms
[2021-09-30 00:42:21 main:581] : INFO : Epoch 1953 | loss: 0.0310771 | val_loss: 0.0311537 | Time: 1716.19 ms
[2021-09-30 00:42:23 main:581] : INFO : Epoch 1954 | loss: 0.0310742 | val_loss: 0.0311571 | Time: 1708.12 ms
[2021-09-30 00:42:24 main:581] : INFO : Epoch 1955 | loss: 0.0310719 | val_loss: 0.0311646 | Time: 1715.8 ms
[2021-09-30 00:42:26 main:581] : INFO : Epoch 1956 | loss: 0.0310766 | val_loss: 0.031161 | Time: 1723.02 ms
[2021-09-30 00:42:28 main:581] : INFO : Epoch 1957 | loss: 0.0310848 | val_loss: 0.0311556 | Time: 1714.49 ms
[2021-09-30 00:42:29 main:581] : INFO : Epoch 1958 | loss: 0.031087 | val_loss: 0.0311542 | Time: 1730.68 ms
[2021-09-30 00:42:31 main:581] : INFO : Epoch 1959 | loss: 0.0310802 | val_loss: 0.0311572 | Time: 1718.06 ms
[2021-09-30 00:42:33 main:581] : INFO : Epoch 1960 | loss: 0.0310795 | val_loss: 0.0311568 | Time: 1716.92 ms
[2021-09-30 00:42:35 main:581] : INFO : Epoch 1961 | loss: 0.0310837 | val_loss: 0.0311764 | Time: 1720.93 ms
[2021-09-30 00:42:36 main:581] : INFO : Epoch 1962 | loss: 0.0310814 | val_loss: 0.0311591 | Time: 1726.63 ms
[2021-09-30 00:42:38 main:581] : INFO : Epoch 1963 | loss: 0.0310745 | val_loss: 0.0311555 | Time: 1715.73 ms
[2021-09-30 00:42:40 main:581] : INFO : Epoch 1964 | loss: 0.0310753 | val_loss: 0.0311579 | Time: 1714.94 ms
[2021-09-30 00:42:41 main:581] : INFO : Epoch 1965 | loss: 0.0310746 | val_loss: 0.0311559 | Time: 1712.46 ms
[2021-09-30 00:42:43 main:581] : INFO : Epoch 1966 | loss: 0.0310701 | val_loss: 0.0311586 | Time: 1722.29 ms
[2021-09-30 00:42:45 main:581] : INFO : Epoch 1967 | loss: 0.0310778 | val_loss: 0.0311575 | Time: 1721.42 ms
[2021-09-30 00:42:47 main:581] : INFO : Epoch 1968 | loss: 0.0310757 | val_loss: 0.0311652 | Time: 1720 ms
[2021-09-30 00:42:48 main:581] : INFO : Epoch 1969 | loss: 0.0310745 | val_loss: 0.0311638 | Time: 1705.49 ms
[2021-09-30 00:42:50 main:581] : INFO : Epoch 1970 | loss: 0.0310774 | val_loss: 0.0311653 | Time: 1731.02 ms
[2021-09-30 00:42:52 main:581] : INFO : Epoch 1971 | loss: 0.0310807 | val_loss: 0.0311599 | Time: 1704.37 ms
[2021-09-30 00:42:53 main:581] : INFO : Epoch 1972 | loss: 0.031078 | val_loss: 0.0311637 | Time: 1732.26 ms
[2021-09-30 00:42:55 main:581] : INFO : Epoch 1973 | loss: 0.0310731 | val_loss: 0.0311596 | Time: 1715.33 ms
[2021-09-30 00:42:57 main:581] : INFO : Epoch 1974 | loss: 0.0310719 | val_loss: 0.0311687 | Time: 1721.64 ms
[2021-09-30 00:42:59 main:581] : INFO : Epoch 1975 | loss: 0.0310776 | val_loss: 0.0311618 | Time: 1719.53 ms
[2021-09-30 00:43:00 main:581] : INFO : Epoch 1976 | loss: 0.0310742 | val_loss: 0.0311616 | Time: 1728.92 ms
[2021-09-30 00:43:02 main:581] : INFO : Epoch 1977 | loss: 0.0310703 | val_loss: 0.0311681 | Time: 1721.79 ms
[2021-09-30 00:43:04 main:581] : INFO : Epoch 1978 | loss: 0.0310682 | val_loss: 0.0311687 | Time: 1730.67 ms
[2021-09-30 00:43:06 main:581] : INFO : Epoch 1979 | loss: 0.031071 | val_loss: 0.0311591 | Time: 1713.21 ms
[2021-09-30 00:43:07 main:581] : INFO : Epoch 1980 | loss: 0.0310701 | val_loss: 0.0311611 | Time: 1731.98 ms
[2021-09-30 00:43:09 main:581] : INFO : Epoch 1981 | loss: 0.0310723 | val_loss: 0.0311611 | Time: 1740.96 ms
[2021-09-30 00:43:11 main:581] : INFO : Epoch 1982 | loss: 0.0310741 | val_loss: 0.0311609 | Time: 1715.7 ms
[2021-09-30 00:43:12 main:581] : INFO : Epoch 1983 | loss: 0.0310771 | val_loss: 0.0311608 | Time: 1729.99 ms
[2021-09-30 00:43:14 main:581] : INFO : Epoch 1984 | loss: 0.0310736 | val_loss: 0.0311648 | Time: 1717.31 ms
[2021-09-30 00:43:16 main:581] : INFO : Epoch 1985 | loss: 0.0310725 | val_loss: 0.0311629 | Time: 1721.51 ms
[2021-09-30 00:43:18 main:581] : INFO : Epoch 1986 | loss: 0.0310794 | val_loss: 0.0311569 | Time: 1713.1 ms
[2021-09-30 00:43:19 main:581] : INFO : Epoch 1987 | loss: 0.0310799 | val_loss: 0.0311641 | Time: 1726.49 ms
[2021-09-30 00:43:21 main:581] : INFO : Epoch 1988 | loss: 0.0310776 | val_loss: 0.0311687 | Time: 1714.49 ms
[2021-09-30 00:43:23 main:581] : INFO : Epoch 1989 | loss: 0.0310854 | val_loss: 0.0311469 | Time: 1723.01 ms
[2021-09-30 00:43:24 main:581] : INFO : Epoch 1990 | loss: 0.0310955 | val_loss: 0.0311499 | Time: 1735.86 ms
[2021-09-30 00:43:26 main:581] : INFO : Epoch 1991 | loss: 0.0310877 | val_loss: 0.031154 | Time: 1746.29 ms
[2021-09-30 00:43:28 main:581] : INFO : Epoch 1992 | loss: 0.0310841 | val_loss: 0.0311516 | Time: 1723.51 ms
[2021-09-30 00:43:30 main:581] : INFO : Epoch 1993 | loss: 0.0310868 | val_loss: 0.0311659 | Time: 1736.39 ms
[2021-09-30 00:43:31 main:581] : INFO : Epoch 1994 | loss: 0.0310883 | val_loss: 0.0311707 | Time: 1726.13 ms
[2021-09-30 00:43:33 main:581] : INFO : Epoch 1995 | loss: 0.0310914 | val_loss: 0.0311642 | Time: 1725.76 ms
[2021-09-30 00:43:35 main:581] : INFO : Epoch 1996 | loss: 0.0310915 | val_loss: 0.0311531 | Time: 1733.74 ms
[2021-09-30 00:43:37 main:581] : INFO : Epoch 1997 | loss: 0.0310855 | val_loss: 0.0311537 | Time: 1719.15 ms
[2021-09-30 00:43:38 main:581] : INFO : Epoch 1998 | loss: 0.0310834 | val_loss: 0.031151 | Time: 1725.85 ms
[2021-09-30 00:43:40 main:581] : INFO : Epoch 1999 | loss: 0.0310821 | val_loss: 0.0311515 | Time: 1729.8 ms
[2021-09-30 00:43:42 main:581] : INFO : Epoch 2000 | loss: 0.0310793 | val_loss: 0.0311575 | Time: 1738.66 ms
[2021-09-30 00:43:44 main:581] : INFO : Epoch 2001 | loss: 0.0310761 | val_loss: 0.0311595 | Time: 1716.7 ms
[2021-09-30 00:43:45 main:581] : INFO : Epoch 2002 | loss: 0.0310751 | val_loss: 0.0311594 | Time: 1728.5 ms
[2021-09-30 00:43:47 main:581] : INFO : Epoch 2003 | loss: 0.031077 | val_loss: 0.0311564 | Time: 1714.42 ms
[2021-09-30 00:43:49 main:581] : INFO : Epoch 2004 | loss: 0.031081 | val_loss: 0.0311529 | Time: 1715.35 ms
[2021-09-30 00:43:50 main:581] : INFO : Epoch 2005 | loss: 0.0310797 | val_loss: 0.0311551 | Time: 1726.81 ms
[2021-09-30 00:43:52 main:581] : INFO : Epoch 2006 | loss: 0.031079 | val_loss: 0.0311546 | Time: 1723.84 ms
[2021-09-30 00:43:54 main:581] : INFO : Epoch 2007 | loss: 0.0310727 | val_loss: 0.031159 | Time: 1724.08 ms
[2021-09-30 00:43:56 main:581] : INFO : Epoch 2008 | loss: 0.0310736 | val_loss: 0.0311612 | Time: 1721.39 ms
[2021-09-30 00:43:57 main:581] : INFO : Epoch 2009 | loss: 0.031072 | val_loss: 0.0311551 | Time: 1722.37 ms
[2021-09-30 00:43:59 main:581] : INFO : Epoch 2010 | loss: 0.0310731 | val_loss: 0.0311525 | Time: 1711.59 ms
[2021-09-30 00:44:01 main:581] : INFO : Epoch 2011 | loss: 0.031075 | val_loss: 0.0311508 | Time: 1714.29 ms
[2021-09-30 00:44:02 main:581] : INFO : Epoch 2012 | loss: 0.0310717 | val_loss: 0.0311462 | Time: 1718.91 ms
[2021-09-30 00:44:04 main:581] : INFO : Epoch 2013 | loss: 0.0310706 | val_loss: 0.0311539 | Time: 1731.79 ms
[2021-09-30 00:44:06 main:581] : INFO : Epoch 2014 | loss: 0.0310688 | val_loss: 0.0311559 | Time: 1720.25 ms
[2021-09-30 00:44:08 main:581] : INFO : Epoch 2015 | loss: 0.0310727 | val_loss: 0.0311635 | Time: 1718.61 ms
[2021-09-30 00:44:09 main:581] : INFO : Epoch 2016 | loss: 0.031071 | val_loss: 0.0311541 | Time: 1750.17 ms
[2021-09-30 00:44:11 main:581] : INFO : Epoch 2017 | loss: 0.0310715 | val_loss: 0.0311526 | Time: 1714.39 ms
[2021-09-30 00:44:13 main:581] : INFO : Epoch 2018 | loss: 0.0310758 | val_loss: 0.0311761 | Time: 1705.73 ms
[2021-09-30 00:44:14 main:581] : INFO : Epoch 2019 | loss: 0.0310862 | val_loss: 0.0311494 | Time: 1720.61 ms
[2021-09-30 00:44:16 main:581] : INFO : Epoch 2020 | loss: 0.031081 | val_loss: 0.031156 | Time: 1716.92 ms
[2021-09-30 00:44:18 main:581] : INFO : Epoch 2021 | loss: 0.03108 | val_loss: 0.0311608 | Time: 1733.1 ms
[2021-09-30 00:44:20 main:581] : INFO : Epoch 2022 | loss: 0.0310753 | val_loss: 0.0311583 | Time: 1724.99 ms
[2021-09-30 00:44:21 main:581] : INFO : Epoch 2023 | loss: 0.0311025 | val_loss: 0.0311567 | Time: 1721.98 ms
[2021-09-30 00:44:23 main:581] : INFO : Epoch 2024 | loss: 0.0311045 | val_loss: 0.0311557 | Time: 1720.52 ms
[2021-09-30 00:44:25 main:581] : INFO : Epoch 2025 | loss: 0.0311011 | val_loss: 0.0311645 | Time: 1711.58 ms
[2021-09-30 00:44:27 main:581] : INFO : Epoch 2026 | loss: 0.0311014 | val_loss: 0.0311498 | Time: 1704.02 ms
[2021-09-30 00:44:28 main:581] : INFO : Epoch 2027 | loss: 0.0310955 | val_loss: 0.0311607 | Time: 1720.84 ms
[2021-09-30 00:44:30 main:581] : INFO : Epoch 2028 | loss: 0.0310937 | val_loss: 0.0311583 | Time: 1724.45 ms
[2021-09-30 00:44:32 main:581] : INFO : Epoch 2029 | loss: 0.0310929 | val_loss: 0.0311547 | Time: 1707.92 ms
[2021-09-30 00:44:33 main:581] : INFO : Epoch 2030 | loss: 0.0310877 | val_loss: 0.0311636 | Time: 1724.89 ms
[2021-09-30 00:44:35 main:581] : INFO : Epoch 2031 | loss: 0.031087 | val_loss: 0.031164 | Time: 1723.03 ms
[2021-09-30 00:44:37 main:581] : INFO : Epoch 2032 | loss: 0.0310856 | val_loss: 0.0311523 | Time: 1719.31 ms
[2021-09-30 00:44:39 main:581] : INFO : Epoch 2033 | loss: 0.0310866 | val_loss: 0.0311522 | Time: 1724.16 ms
[2021-09-30 00:44:40 main:581] : INFO : Epoch 2034 | loss: 0.0310854 | val_loss: 0.0311536 | Time: 1730.47 ms
[2021-09-30 00:44:42 main:581] : INFO : Epoch 2035 | loss: 0.0310818 | val_loss: 0.0311744 | Time: 1699.43 ms
[2021-09-30 00:44:44 main:581] : INFO : Epoch 2036 | loss: 0.0310794 | val_loss: 0.0311573 | Time: 1722.15 ms
[2021-09-30 00:44:45 main:581] : INFO : Epoch 2037 | loss: 0.03108 | val_loss: 0.0311597 | Time: 1725.32 ms
[2021-09-30 00:44:47 main:581] : INFO : Epoch 2038 | loss: 0.0310821 | val_loss: 0.0311635 | Time: 1714.71 ms
[2021-09-30 00:44:49 main:581] : INFO : Epoch 2039 | loss: 0.031081 | val_loss: 0.0311714 | Time: 1722.96 ms
[2021-09-30 00:44:51 main:581] : INFO : Epoch 2040 | loss: 0.0310785 | val_loss: 0.0311598 | Time: 1725.4 ms
[2021-09-30 00:44:52 main:581] : INFO : Epoch 2041 | loss: 0.0310784 | val_loss: 0.031151 | Time: 1734.73 ms
[2021-09-30 00:44:54 main:581] : INFO : Epoch 2042 | loss: 0.0310878 | val_loss: 0.0311615 | Time: 1745.23 ms
[2021-09-30 00:44:56 main:581] : INFO : Epoch 2043 | loss: 0.0310877 | val_loss: 0.0311577 | Time: 1725.25 ms
[2021-09-30 00:44:58 main:581] : INFO : Epoch 2044 | loss: 0.0310863 | val_loss: 0.0311573 | Time: 1713.08 ms
[2021-09-30 00:44:59 main:581] : INFO : Epoch 2045 | loss: 0.0310835 | val_loss: 0.0311647 | Time: 1733.58 ms
[2021-09-30 00:45:01 main:581] : INFO : Epoch 2046 | loss: 0.0310846 | val_loss: 0.0311565 | Time: 1725.32 ms
[2021-09-30 00:45:03 main:581] : INFO : Epoch 2047 | loss: 0.0310866 | val_loss: 0.0311518 | Time: 1706.45 ms
[2021-09-30 00:45:04 main:581] : INFO : Epoch 2048 | loss: 0.0310901 | val_loss: 0.0311569 | Time: 1707.57 ms
[2021-09-30 00:45:04 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311569
[2021-09-30 00:45:04 main:610] : INFO : Saving end state to config to file
[2021-09-30 00:45:04 main:615] : INFO : Success, exiting..
00:45:04 (261894): 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)