Task 8468307
| Name | ParityModified-1634617540-20811-0_1 |
| Workunit | 5750915 |
| Created | 28 Oct 2021, 7:54:54 UTC |
| Sent | 28 Oct 2021, 8:17:18 UTC |
| Report deadline | 5 Nov 2021, 8:17:18 UTC |
| Received | 28 Oct 2021, 10:17:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15909 |
| Run time | 1 hours 47 min 8 sec |
| CPU time | 1 hours 39 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,738.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311379 | val_loss: 0.0311632 | Time: 1754.99 ms
[2021-10-28 11:53:12 main:574] : INFO : Epoch 1543 | loss: 0.0311363 | val_loss: 0.0311617 | Time: 1654.55 ms
[2021-10-28 11:53:13 main:574] : INFO : Epoch 1544 | loss: 0.0311359 | val_loss: 0.0311617 | Time: 1632.88 ms
[2021-10-28 11:53:15 main:574] : INFO : Epoch 1545 | loss: 0.0311348 | val_loss: 0.0311631 | Time: 1693.67 ms
[2021-10-28 11:53:17 main:574] : INFO : Epoch 1546 | loss: 0.0311343 | val_loss: 0.0311619 | Time: 1649.2 ms
[2021-10-28 11:53:19 main:574] : INFO : Epoch 1547 | loss: 0.0311364 | val_loss: 0.0311618 | Time: 1709.58 ms
[2021-10-28 11:53:20 main:574] : INFO : Epoch 1548 | loss: 0.0311345 | val_loss: 0.0311627 | Time: 1637.79 ms
[2021-10-28 11:53:22 main:574] : INFO : Epoch 1549 | loss: 0.0311308 | val_loss: 0.0311617 | Time: 1655.49 ms
[2021-10-28 11:53:24 main:574] : INFO : Epoch 1550 | loss: 0.0311309 | val_loss: 0.0311639 | Time: 1666.16 ms
[2021-10-28 11:53:25 main:574] : INFO : Epoch 1551 | loss: 0.0311305 | val_loss: 0.0311652 | Time: 1651.18 ms
[2021-10-28 11:53:27 main:574] : INFO : Epoch 1552 | loss: 0.0311285 | val_loss: 0.0311616 | Time: 1644.39 ms
[2021-10-28 11:53:29 main:574] : INFO : Epoch 1553 | loss: 0.0311286 | val_loss: 0.0311615 | Time: 1651.54 ms
[2021-10-28 11:53:30 main:574] : INFO : Epoch 1554 | loss: 0.0311272 | val_loss: 0.0311617 | Time: 1785.87 ms
[2021-10-28 11:53:32 main:574] : INFO : Epoch 1555 | loss: 0.0311269 | val_loss: 0.0311638 | Time: 1719.07 ms
[2021-10-28 11:53:34 main:574] : INFO : Epoch 1556 | loss: 0.0311255 | val_loss: 0.0311651 | Time: 1707.97 ms
[2021-10-28 11:53:36 main:574] : INFO : Epoch 1557 | loss: 0.0311261 | val_loss: 0.0311651 | Time: 1650.34 ms
[2021-10-28 11:53:37 main:574] : INFO : Epoch 1558 | loss: 0.0311244 | val_loss: 0.0311688 | Time: 1666.95 ms
[2021-10-28 11:53:39 main:574] : INFO : Epoch 1559 | loss: 0.0311262 | val_loss: 0.0311674 | Time: 1882.38 ms
[2021-10-28 11:53:41 main:574] : INFO : Epoch 1560 | loss: 0.0311253 | val_loss: 0.0311698 | Time: 1792.22 ms
[2021-10-28 11:53:43 main:574] : INFO : Epoch 1561 | loss: 0.0311253 | val_loss: 0.0311693 | Time: 1664.43 ms
[2021-10-28 11:53:44 main:574] : INFO : Epoch 1562 | loss: 0.0311245 | val_loss: 0.0311703 | Time: 1645.06 ms
[2021-10-28 11:53:46 main:574] : INFO : Epoch 1563 | loss: 0.0311226 | val_loss: 0.0311656 | Time: 1661.45 ms
[2021-10-28 11:53:48 main:574] : INFO : Epoch 1564 | loss: 0.0311229 | val_loss: 0.0311697 | Time: 1640.34 ms
[2021-10-28 11:53:50 main:574] : INFO : Epoch 1565 | loss: 0.0311187 | val_loss: 0.0311709 | Time: 1660.6 ms
[2021-10-28 11:53:51 main:574] : INFO : Epoch 1566 | loss: 0.0311185 | val_loss: 0.0311669 | Time: 1656.11 ms
[2021-10-28 11:53:53 main:574] : INFO : Epoch 1567 | loss: 0.0311184 | val_loss: 0.0311656 | Time: 1736.67 ms
[2021-10-28 11:53:55 main:574] : INFO : Epoch 1568 | loss: 0.0311183 | val_loss: 0.03117 | Time: 1664.06 ms
[2021-10-28 11:53:56 main:574] : INFO : Epoch 1569 | loss: 0.0311185 | val_loss: 0.0311661 | Time: 1616.31 ms
[2021-10-28 11:53:58 main:574] : INFO : Epoch 1570 | loss: 0.0311198 | val_loss: 0.0311621 | Time: 1638.27 ms
[2021-10-28 11:54:00 main:574] : INFO : Epoch 1571 | loss: 0.0311178 | val_loss: 0.0311677 | Time: 1708.9 ms
[2021-10-28 11:54:01 main:574] : INFO : Epoch 1572 | loss: 0.0311188 | val_loss: 0.0311685 | Time: 1721.19 ms
[2021-10-28 11:54:03 main:574] : INFO : Epoch 1573 | loss: 0.0311197 | val_loss: 0.0311661 | Time: 1753.28 ms
[2021-10-28 11:54:05 main:574] : INFO : Epoch 1574 | loss: 0.0311214 | val_loss: 0.0311758 | Time: 1681.11 ms
[2021-10-28 11:54:07 main:574] : INFO : Epoch 1575 | loss: 0.0311209 | val_loss: 0.031173 | Time: 1700.03 ms
[2021-10-28 11:54:08 main:574] : INFO : Epoch 1576 | loss: 0.0311259 | val_loss: 0.031165 | Time: 1639.8 ms
[2021-10-28 11:54:10 main:574] : INFO : Epoch 1577 | loss: 0.0311209 | val_loss: 0.0311664 | Time: 1654.85 ms
[2021-10-28 11:54:12 main:574] : INFO : Epoch 1578 | loss: 0.0311181 | val_loss: 0.0311652 | Time: 1666.38 ms
[2021-10-28 11:54:13 main:574] : INFO : Epoch 1579 | loss: 0.0311194 | val_loss: 0.0311681 | Time: 1656.05 ms
[2021-10-28 11:54:15 main:574] : INFO : Epoch 1580 | loss: 0.0311184 | val_loss: 0.0311658 | Time: 1642.34 ms
[2021-10-28 11:54:17 main:574] : INFO : Epoch 1581 | loss: 0.0311182 | val_loss: 0.0311725 | Time: 1643.98 ms
[2021-10-28 11:54:18 main:574] : INFO : Epoch 1582 | loss: 0.0311163 | val_loss: 0.0311667 | Time: 1671.17 ms
[2021-10-28 11:54:20 main:574] : INFO : Epoch 1583 | loss: 0.0311162 | val_loss: 0.0311705 | Time: 1747.73 ms
[2021-10-28 11:54:22 main:574] : INFO : Epoch 1584 | loss: 0.0311158 | val_loss: 0.0311698 | Time: 1655.85 ms
[2021-10-28 11:54:23 main:574] : INFO : Epoch 1585 | loss: 0.0311146 | val_loss: 0.031164 | Time: 1647.23 ms
[2021-10-28 11:54:25 main:574] : INFO : Epoch 1586 | loss: 0.0311141 | val_loss: 0.03117 | Time: 1631.74 ms
[2021-10-28 11:54:27 main:574] : INFO : Epoch 1587 | loss: 0.0311159 | val_loss: 0.0311674 | Time: 1698.15 ms
[2021-10-28 11:54:28 main:574] : INFO : Epoch 1588 | loss: 0.031115 | val_loss: 0.0311688 | Time: 1632.4 ms
[2021-10-28 11:54:30 main:574] : INFO : Epoch 1589 | loss: 0.0311207 | val_loss: 0.0311678 | Time: 1781.65 ms
[2021-10-28 11:54:32 main:574] : INFO : Epoch 1590 | loss: 0.0311237 | val_loss: 0.0311704 | Time: 1701.26 ms
[2021-10-28 11:54:34 main:574] : INFO : Epoch 1591 | loss: 0.031117 | val_loss: 0.0311675 | Time: 1726.04 ms
[2021-10-28 11:54:35 main:574] : INFO : Epoch 1592 | loss: 0.0311138 | val_loss: 0.0311695 | Time: 1708.17 ms
[2021-10-28 11:54:37 main:574] : INFO : Epoch 1593 | loss: 0.031111 | val_loss: 0.0311695 | Time: 1624.01 ms
[2021-10-28 11:54:39 main:574] : INFO : Epoch 1594 | loss: 0.0311125 | val_loss: 0.031176 | Time: 1661.34 ms
[2021-10-28 11:54:40 main:574] : INFO : Epoch 1595 | loss: 0.0311108 | val_loss: 0.0311646 | Time: 1730.47 ms
[2021-10-28 11:54:42 main:574] : INFO : Epoch 1596 | loss: 0.0311112 | val_loss: 0.03117 | Time: 1639.49 ms
[2021-10-28 11:54:44 main:574] : INFO : Epoch 1597 | loss: 0.0311132 | val_loss: 0.0311697 | Time: 1620.61 ms
[2021-10-28 11:54:45 main:574] : INFO : Epoch 1598 | loss: 0.031114 | val_loss: 0.0311669 | Time: 1641.96 ms
[2021-10-28 11:54:47 main:574] : INFO : Epoch 1599 | loss: 0.031113 | val_loss: 0.0311626 | Time: 1634.25 ms
[2021-10-28 11:54:49 main:574] : INFO : Epoch 1600 | loss: 0.0311108 | val_loss: 0.0311699 | Time: 1684.65 ms
[2021-10-28 11:54:50 main:574] : INFO : Epoch 1601 | loss: 0.0311107 | val_loss: 0.0311664 | Time: 1640.83 ms
[2021-10-28 11:54:52 main:574] : INFO : Epoch 1602 | loss: 0.0311129 | val_loss: 0.031165 | Time: 1708.24 ms
[2021-10-28 11:54:54 main:574] : INFO : Epoch 1603 | loss: 0.0311131 | val_loss: 0.0311679 | Time: 1638.96 ms
[2021-10-28 11:54:55 main:574] : INFO : Epoch 1604 | loss: 0.031111 | val_loss: 0.0311708 | Time: 1649.89 ms
[2021-10-28 11:54:57 main:574] : INFO : Epoch 1605 | loss: 0.0311097 | val_loss: 0.0311677 | Time: 1681.15 ms
[2021-10-28 11:54:59 main:574] : INFO : Epoch 1606 | loss: 0.03111 | val_loss: 0.0311747 | Time: 1646.28 ms
[2021-10-28 11:55:01 main:574] : INFO : Epoch 1607 | loss: 0.0311136 | val_loss: 0.0311721 | Time: 1700.94 ms
[2021-10-28 11:55:02 main:574] : INFO : Epoch 1608 | loss: 0.0311077 | val_loss: 0.0311685 | Time: 1757.2 ms
[2021-10-28 11:55:04 main:574] : INFO : Epoch 1609 | loss: 0.0311098 | val_loss: 0.0311713 | Time: 1986.63 ms
[2021-10-28 11:55:06 main:574] : INFO : Epoch 1610 | loss: 0.0311069 | val_loss: 0.0311702 | Time: 1792.79 ms
[2021-10-28 11:55:08 main:574] : INFO : Epoch 1611 | loss: 0.0311076 | val_loss: 0.031167 | Time: 1722.76 ms
[2021-10-28 11:55:10 main:574] : INFO : Epoch 1612 | loss: 0.0311063 | val_loss: 0.0311727 | Time: 1664.47 ms
[2021-10-28 11:55:11 main:574] : INFO : Epoch 1613 | loss: 0.0311029 | val_loss: 0.0311714 | Time: 1638.25 ms
[2021-10-28 11:55:13 main:574] : INFO : Epoch 1614 | loss: 0.0311032 | val_loss: 0.031171 | Time: 1651.43 ms
[2021-10-28 11:55:15 main:574] : INFO : Epoch 1615 | loss: 0.0311058 | val_loss: 0.0311701 | Time: 1720.52 ms
[2021-10-28 11:55:16 main:574] : INFO : Epoch 1616 | loss: 0.0311191 | val_loss: 0.0311626 | Time: 1631.09 ms
[2021-10-28 11:55:18 main:574] : INFO : Epoch 1617 | loss: 0.0311163 | val_loss: 0.0311873 | Time: 1571.07 ms
[2021-10-28 11:55:19 main:574] : INFO : Epoch 1618 | loss: 0.0311117 | val_loss: 0.0311653 | Time: 1538.5 ms
[2021-10-28 11:55:21 main:574] : INFO : Epoch 1619 | loss: 0.0311065 | val_loss: 0.0311675 | Time: 1556.55 ms
[2021-10-28 11:55:23 main:574] : INFO : Epoch 1620 | loss: 0.0311042 | val_loss: 0.0311706 | Time: 1572.91 ms
[2021-10-28 11:55:24 main:574] : INFO : Epoch 1621 | loss: 0.0311034 | val_loss: 0.0311689 | Time: 1573.29 ms
[2021-10-28 11:55:26 main:574] : INFO : Epoch 1622 | loss: 0.0311025 | val_loss: 0.031168 | Time: 1554.55 ms
[2021-10-28 11:55:27 main:574] : INFO : Epoch 1623 | loss: 0.0311018 | val_loss: 0.0311785 | Time: 1567.72 ms
[2021-10-28 11:55:29 main:574] : INFO : Epoch 1624 | loss: 0.0311037 | val_loss: 0.0311683 | Time: 1595.88 ms
[2021-10-28 11:55:31 main:574] : INFO : Epoch 1625 | loss: 0.0311022 | val_loss: 0.031172 | Time: 1562.71 ms
[2021-10-28 11:55:32 main:574] : INFO : Epoch 1626 | loss: 0.0310989 | val_loss: 0.0311684 | Time: 1551 ms
[2021-10-28 11:55:34 main:574] : INFO : Epoch 1627 | loss: 0.031096 | val_loss: 0.0311684 | Time: 1567.09 ms
[2021-10-28 11:55:35 main:574] : INFO : Epoch 1628 | loss: 0.0311006 | val_loss: 0.0311667 | Time: 1557.64 ms
[2021-10-28 11:55:37 main:574] : INFO : Epoch 1629 | loss: 0.0311018 | val_loss: 0.0311699 | Time: 1563.56 ms
[2021-10-28 11:55:38 main:574] : INFO : Epoch 1630 | loss: 0.0311038 | val_loss: 0.031172 | Time: 1557.04 ms
[2021-10-28 11:55:40 main:574] : INFO : Epoch 1631 | loss: 0.031102 | val_loss: 0.0311704 | Time: 1588.78 ms
[2021-10-28 11:55:42 main:574] : INFO : Epoch 1632 | loss: 0.0310983 | val_loss: 0.0311749 | Time: 1549.52 ms
[2021-10-28 11:55:43 main:574] : INFO : Epoch 1633 | loss: 0.0310979 | val_loss: 0.0311681 | Time: 1558.41 ms
[2021-10-28 11:55:45 main:574] : INFO : Epoch 1634 | loss: 0.0310991 | val_loss: 0.0311708 | Time: 1557.62 ms
[2021-10-28 11:55:46 main:574] : INFO : Epoch 1635 | loss: 0.0310987 | val_loss: 0.0311719 | Time: 1539.11 ms
[2021-10-28 11:55:48 main:574] : INFO : Epoch 1636 | loss: 0.0310995 | val_loss: 0.0311711 | Time: 1575.83 ms
[2021-10-28 11:55:49 main:574] : INFO : Epoch 1637 | loss: 0.0310969 | val_loss: 0.0311741 | Time: 1594.98 ms
[2021-10-28 11:55:51 main:574] : INFO : Epoch 1638 | loss: 0.031101 | val_loss: 0.031163 | Time: 1553.47 ms
[2021-10-28 11:55:53 main:574] : INFO : Epoch 1639 | loss: 0.0311069 | val_loss: 0.0311767 | Time: 1554.63 ms
[2021-10-28 11:55:54 main:574] : INFO : Epoch 1640 | loss: 0.0311021 | val_loss: 0.0311731 | Time: 1537.13 ms
[2021-10-28 11:55:56 main:574] : INFO : Epoch 1641 | loss: 0.0310985 | val_loss: 0.0311733 | Time: 1576.45 ms
[2021-10-28 11:55:57 main:574] : INFO : Epoch 1642 | loss: 0.0311045 | val_loss: 0.0311809 | Time: 1570.89 ms
[2021-10-28 11:55:59 main:574] : INFO : Epoch 1643 | loss: 0.0310961 | val_loss: 0.031185 | Time: 1573.37 ms
[2021-10-28 11:56:00 main:574] : INFO : Epoch 1644 | loss: 0.0310949 | val_loss: 0.0311722 | Time: 1566.86 ms
[2021-10-28 11:56:02 main:574] : INFO : Epoch 1645 | loss: 0.0310943 | val_loss: 0.0311778 | Time: 1594.37 ms
[2021-10-28 11:56:04 main:574] : INFO : Epoch 1646 | loss: 0.0310954 | val_loss: 0.0311746 | Time: 1566.83 ms
[2021-10-28 11:56:05 main:574] : INFO : Epoch 1647 | loss: 0.0310971 | val_loss: 0.0311835 | Time: 1547.57 ms
[2021-10-28 11:56:07 main:574] : INFO : Epoch 1648 | loss: 0.0311014 | val_loss: 0.0311719 | Time: 1565.3 ms
[2021-10-28 11:56:08 main:574] : INFO : Epoch 1649 | loss: 0.0311006 | val_loss: 0.0311718 | Time: 1548.4 ms
[2021-10-28 11:56:10 main:574] : INFO : Epoch 1650 | loss: 0.0311016 | val_loss: 0.0311723 | Time: 1543.55 ms
[2021-10-28 11:56:11 main:574] : INFO : Epoch 1651 | loss: 0.0311018 | val_loss: 0.0311783 | Time: 1569.91 ms
[2021-10-28 11:56:13 main:574] : INFO : Epoch 1652 | loss: 0.0310963 | val_loss: 0.0311726 | Time: 1606.49 ms
[2021-10-28 11:56:15 main:574] : INFO : Epoch 1653 | loss: 0.0310954 | val_loss: 0.0311717 | Time: 1564.97 ms
[2021-10-28 11:56:16 main:574] : INFO : Epoch 1654 | loss: 0.0310947 | val_loss: 0.0311739 | Time: 1553.6 ms
[2021-10-28 11:56:18 main:574] : INFO : Epoch 1655 | loss: 0.0310993 | val_loss: 0.0311753 | Time: 1556.49 ms
[2021-10-28 11:56:19 main:574] : INFO : Epoch 1656 | loss: 0.0310978 | val_loss: 0.0311704 | Time: 1554 ms
[2021-10-28 11:56:21 main:574] : INFO : Epoch 1657 | loss: 0.0311016 | val_loss: 0.0311781 | Time: 1562.96 ms
[2021-10-28 11:56:23 main:574] : INFO : Epoch 1658 | loss: 0.0311044 | val_loss: 0.0311796 | Time: 1544.99 ms
[2021-10-28 11:56:24 main:574] : INFO : Epoch 1659 | loss: 0.0310978 | val_loss: 0.031188 | Time: 1606.55 ms
[2021-10-28 11:56:26 main:574] : INFO : Epoch 1660 | loss: 0.0311003 | val_loss: 0.0311829 | Time: 1562.87 ms
[2021-10-28 11:56:27 main:574] : INFO : Epoch 1661 | loss: 0.0310973 | val_loss: 0.0311701 | Time: 1553.81 ms
[2021-10-28 11:56:29 main:574] : INFO : Epoch 1662 | loss: 0.0310951 | val_loss: 0.0311735 | Time: 1554.26 ms
[2021-10-28 11:56:30 main:574] : INFO : Epoch 1663 | loss: 0.0311133 | val_loss: 0.0311697 | Time: 1559.24 ms
[2021-10-28 11:56:32 main:574] : INFO : Epoch 1664 | loss: 0.0311127 | val_loss: 0.0311758 | Time: 1553.21 ms
[2021-10-28 11:56:34 main:574] : INFO : Epoch 1665 | loss: 0.0311049 | val_loss: 0.0311764 | Time: 1573.69 ms
[2021-10-28 11:56:35 main:574] : INFO : Epoch 1666 | loss: 0.0311023 | val_loss: 0.0311735 | Time: 1604.66 ms
[2021-10-28 11:56:37 main:574] : INFO : Epoch 1667 | loss: 0.0311 | val_loss: 0.0311757 | Time: 1564.06 ms
[2021-10-28 11:56:38 main:574] : INFO : Epoch 1668 | loss: 0.0310993 | val_loss: 0.0311816 | Time: 1529.74 ms
[2021-10-28 11:56:40 main:574] : INFO : Epoch 1669 | loss: 0.0311013 | val_loss: 0.0311755 | Time: 1575.93 ms
[2021-10-28 11:56:42 main:574] : INFO : Epoch 1670 | loss: 0.0310995 | val_loss: 0.0311738 | Time: 1558.25 ms
[2021-10-28 11:56:43 main:574] : INFO : Epoch 1671 | loss: 0.0310947 | val_loss: 0.0311728 | Time: 1552.23 ms
[2021-10-28 11:56:45 main:574] : INFO : Epoch 1672 | loss: 0.031093 | val_loss: 0.0311818 | Time: 1556.34 ms
[2021-10-28 11:56:46 main:574] : INFO : Epoch 1673 | loss: 0.0310984 | val_loss: 0.0311744 | Time: 1600.39 ms
[2021-10-28 11:56:48 main:574] : INFO : Epoch 1674 | loss: 0.0310984 | val_loss: 0.0311865 | Time: 1554.89 ms
[2021-10-28 11:56:49 main:574] : INFO : Epoch 1675 | loss: 0.0310942 | val_loss: 0.0311793 | Time: 1570.13 ms
[2021-10-28 11:56:51 main:574] : INFO : Epoch 1676 | loss: 0.0310953 | val_loss: 0.0311735 | Time: 1547.36 ms
[2021-10-28 11:56:53 main:574] : INFO : Epoch 1677 | loss: 0.0310939 | val_loss: 0.0311761 | Time: 1548.18 ms
[2021-10-28 11:56:54 main:574] : INFO : Epoch 1678 | loss: 0.0310997 | val_loss: 0.0311785 | Time: 1551.91 ms
[2021-10-28 11:56:56 main:574] : INFO : Epoch 1679 | loss: 0.0310995 | val_loss: 0.0311751 | Time: 1569.22 ms
[2021-10-28 11:56:57 main:574] : INFO : Epoch 1680 | loss: 0.0310978 | val_loss: 0.0311778 | Time: 1623.68 ms
[2021-10-28 11:56:59 main:574] : INFO : Epoch 1681 | loss: 0.0310963 | val_loss: 0.0311726 | Time: 1554.69 ms
[2021-10-28 11:57:00 main:574] : INFO : Epoch 1682 | loss: 0.0310921 | val_loss: 0.03119 | Time: 1563.68 ms
[2021-10-28 11:57:02 main:574] : INFO : Epoch 1683 | loss: 0.0310895 | val_loss: 0.0311846 | Time: 1552.37 ms
[2021-10-28 11:57:04 main:574] : INFO : Epoch 1684 | loss: 0.0310939 | val_loss: 0.0311834 | Time: 1577.44 ms
[2021-10-28 11:57:05 main:574] : INFO : Epoch 1685 | loss: 0.0310944 | val_loss: 0.0311889 | Time: 1562.35 ms
[2021-10-28 11:57:07 main:574] : INFO : Epoch 1686 | loss: 0.0310957 | val_loss: 0.0311841 | Time: 1554.32 ms
[2021-10-28 11:57:08 main:574] : INFO : Epoch 1687 | loss: 0.0310913 | val_loss: 0.0311763 | Time: 1535.42 ms
[2021-10-28 11:57:10 main:574] : INFO : Epoch 1688 | loss: 0.031096 | val_loss: 0.0311781 | Time: 1564.84 ms
[2021-10-28 11:57:11 main:574] : INFO : Epoch 1689 | loss: 0.0310922 | val_loss: 0.0311763 | Time: 1553.17 ms
[2021-10-28 11:57:13 main:574] : INFO : Epoch 1690 | loss: 0.0310949 | val_loss: 0.0311789 | Time: 1560.24 ms
[2021-10-28 11:57:15 main:574] : INFO : Epoch 1691 | loss: 0.031096 | val_loss: 0.0311809 | Time: 1545.93 ms
[2021-10-28 11:57:16 main:574] : INFO : Epoch 1692 | loss: 0.0311035 | val_loss: 0.0311824 | Time: 1540.2 ms
[2021-10-28 11:57:18 main:574] : INFO : Epoch 1693 | loss: 0.0311029 | val_loss: 0.0311836 | Time: 1596.66 ms
[2021-10-28 11:57:19 main:574] : INFO : Epoch 1694 | loss: 0.031099 | val_loss: 0.0311835 | Time: 1560.46 ms
[2021-10-28 11:57:21 main:574] : INFO : Epoch 1695 | loss: 0.0311039 | val_loss: 0.0311747 | Time: 1539.53 ms
[2021-10-28 11:57:22 main:574] : INFO : Epoch 1696 | loss: 0.0310957 | val_loss: 0.0311758 | Time: 1560.54 ms
[2021-10-28 11:57:24 main:574] : INFO : Epoch 1697 | loss: 0.031096 | val_loss: 0.0311729 | Time: 1573.54 ms
[2021-10-28 11:57:26 main:574] : INFO : Epoch 1698 | loss: 0.031093 | val_loss: 0.0311781 | Time: 1557.32 ms
[2021-10-28 11:57:27 main:574] : INFO : Epoch 1699 | loss: 0.0310927 | val_loss: 0.0311741 | Time: 1553.73 ms
[2021-10-28 11:57:29 main:574] : INFO : Epoch 1700 | loss: 0.0310926 | val_loss: 0.0311807 | Time: 1541.22 ms
[2021-10-28 11:57:30 main:574] : INFO : Epoch 1701 | loss: 0.0310933 | val_loss: 0.0311724 | Time: 1554.53 ms
[2021-10-28 11:57:32 main:574] : INFO : Epoch 1702 | loss: 0.0310941 | val_loss: 0.0311789 | Time: 1552.85 ms
[2021-10-28 11:57:34 main:574] : INFO : Epoch 1703 | loss: 0.0310969 | val_loss: 0.0311767 | Time: 1598.04 ms
[2021-10-28 11:57:35 main:574] : INFO : Epoch 1704 | loss: 0.0310928 | val_loss: 0.0311807 | Time: 1553.71 ms
[2021-10-28 11:57:37 main:574] : INFO : Epoch 1705 | loss: 0.0310904 | val_loss: 0.0311803 | Time: 1555.64 ms
[2021-10-28 11:57:38 main:574] : INFO : Epoch 1706 | loss: 0.0310932 | val_loss: 0.0311823 | Time: 1568.23 ms
[2021-10-28 11:57:40 main:574] : INFO : Epoch 1707 | loss: 0.0310946 | val_loss: 0.0311851 | Time: 1553.51 ms
[2021-10-28 11:57:41 main:574] : INFO : Epoch 1708 | loss: 0.0310886 | val_loss: 0.0311769 | Time: 1559.48 ms
[2021-10-28 11:57:43 main:574] : INFO : Epoch 1709 | loss: 0.0310908 | val_loss: 0.0311859 | Time: 1557.05 ms
[2021-10-28 11:57:44 main:574] : INFO : Epoch 1710 | loss: 0.0310901 | val_loss: 0.0311721 | Time: 1552.52 ms
[2021-10-28 11:57:46 main:574] : INFO : Epoch 1711 | loss: 0.0310928 | val_loss: 0.0311792 | Time: 1551.83 ms
[2021-10-28 11:57:48 main:574] : INFO : Epoch 1712 | loss: 0.0310933 | val_loss: 0.0311759 | Time: 1583.9 ms
[2021-10-28 11:57:49 main:574] : INFO : Epoch 1713 | loss: 0.0310927 | val_loss: 0.0311781 | Time: 1569.64 ms
[2021-10-28 11:57:51 main:574] : INFO : Epoch 1714 | loss: 0.0310908 | val_loss: 0.0311782 | Time: 1555.34 ms
[2021-10-28 11:57:52 main:574] : INFO : Epoch 1715 | loss: 0.0310917 | val_loss: 0.0311911 | Time: 1563.66 ms
[2021-10-28 11:57:54 main:574] : INFO : Epoch 1716 | loss: 0.0310943 | val_loss: 0.0311936 | Time: 1567.66 ms
[2021-10-28 11:57:56 main:574] : INFO : Epoch 1717 | loss: 0.0310904 | val_loss: 0.0311687 | Time: 1555.6 ms
[2021-10-28 11:57:57 main:574] : INFO : Epoch 1718 | loss: 0.0310921 | val_loss: 0.0311769 | Time: 1572.81 ms
[2021-10-28 11:57:59 main:574] : INFO : Epoch 1719 | loss: 0.0310917 | val_loss: 0.0311774 | Time: 1572.37 ms
[2021-10-28 11:58:00 main:574] : INFO : Epoch 1720 | loss: 0.0310992 | val_loss: 0.0311823 | Time: 1564.14 ms
[2021-10-28 11:58:02 main:574] : INFO : Epoch 1721 | loss: 0.0310996 | val_loss: 0.031176 | Time: 1555.45 ms
[2021-10-28 11:58:03 main:574] : INFO : Epoch 1722 | loss: 0.0310931 | val_loss: 0.0311854 | Time: 1560.73 ms
[2021-10-28 11:58:05 main:574] : INFO : Epoch 1723 | loss: 0.0310947 | val_loss: 0.0311696 | Time: 1558.34 ms
[2021-10-28 11:58:07 main:574] : INFO : Epoch 1724 | loss: 0.0310952 | val_loss: 0.0311814 | Time: 1567.32 ms
[2021-10-28 11:58:08 main:574] : INFO : Epoch 1725 | loss: 0.0310887 | val_loss: 0.031178 | Time: 1561.08 ms
[2021-10-28 11:58:10 main:574] : INFO : Epoch 1726 | loss: 0.0310837 | val_loss: 0.0311875 | Time: 1556.26 ms
[2021-10-28 11:58:11 main:574] : INFO : Epoch 1727 | loss: 0.0310885 | val_loss: 0.0311727 | Time: 1557.27 ms
[2021-10-28 11:58:13 main:574] : INFO : Epoch 1728 | loss: 0.03109 | val_loss: 0.0311818 | Time: 1575.51 ms
[2021-10-28 11:58:15 main:574] : INFO : Epoch 1729 | loss: 0.0310973 | val_loss: 0.0311801 | Time: 1572.82 ms
[2021-10-28 11:58:16 main:574] : INFO : Epoch 1730 | loss: 0.0310928 | val_loss: 0.0311887 | Time: 1542.09 ms
[2021-10-28 11:58:18 main:574] : INFO : Epoch 1731 | loss: 0.0310918 | val_loss: 0.0311886 | Time: 1569.26 ms
[2021-10-28 11:58:19 main:574] : INFO : Epoch 1732 | loss: 0.0310911 | val_loss: 0.0311798 | Time: 1559.29 ms
[2021-10-28 11:58:21 main:574] : INFO : Epoch 1733 | loss: 0.0310932 | val_loss: 0.0311781 | Time: 1548.07 ms
[2021-10-28 11:58:22 main:574] : INFO : Epoch 1734 | loss: 0.0310913 | val_loss: 0.0311805 | Time: 1574.72 ms
[2021-10-28 11:58:24 main:574] : INFO : Epoch 1735 | loss: 0.0310841 | val_loss: 0.0311751 | Time: 1576.8 ms
[2021-10-28 11:58:26 main:574] : INFO : Epoch 1736 | loss: 0.0310865 | val_loss: 0.0311793 | Time: 1551.16 ms
[2021-10-28 11:58:27 main:574] : INFO : Epoch 1737 | loss: 0.0310919 | val_loss: 0.0311796 | Time: 1561.97 ms
[2021-10-28 11:58:29 main:574] : INFO : Epoch 1738 | loss: 0.0310956 | val_loss: 0.0311734 | Time: 1568.19 ms
[2021-10-28 11:58:30 main:574] : INFO : Epoch 1739 | loss: 0.0310919 | val_loss: 0.0311778 | Time: 1556.82 ms
[2021-10-28 11:58:32 main:574] : INFO : Epoch 1740 | loss: 0.0310942 | val_loss: 0.0311799 | Time: 1555.96 ms
[2021-10-28 11:58:33 main:574] : INFO : Epoch 1741 | loss: 0.0311014 | val_loss: 0.0311948 | Time: 1568.34 ms
[2021-10-28 11:58:35 main:574] : INFO : Epoch 1742 | loss: 0.0311203 | val_loss: 0.0316233 | Time: 1539.58 ms
[2021-10-28 11:58:37 main:574] : INFO : Epoch 1743 | loss: 0.0313802 | val_loss: 0.0313978 | Time: 1569.12 ms
[2021-10-28 11:58:38 main:574] : INFO : Epoch 1744 | loss: 0.0311724 | val_loss: 0.0312058 | Time: 1563.69 ms
[2021-10-28 11:58:40 main:574] : INFO : Epoch 1745 | loss: 0.0311005 | val_loss: 0.0311906 | Time: 1560.37 ms
[2021-10-28 11:58:41 main:574] : INFO : Epoch 1746 | loss: 0.0310994 | val_loss: 0.0311883 | Time: 1563.14 ms
[2021-10-28 11:58:43 main:574] : INFO : Epoch 1747 | loss: 0.0310945 | val_loss: 0.0311903 | Time: 1545.2 ms
[2021-10-28 11:58:45 main:574] : INFO : Epoch 1748 | loss: 0.0310976 | val_loss: 0.0311717 | Time: 1577.94 ms
[2021-10-28 11:58:46 main:574] : INFO : Epoch 1749 | loss: 0.0311009 | val_loss: 0.031175 | Time: 1559.31 ms
[2021-10-28 11:58:48 main:574] : INFO : Epoch 1750 | loss: 0.0310922 | val_loss: 0.0311767 | Time: 1590.72 ms
[2021-10-28 11:58:49 main:574] : INFO : Epoch 1751 | loss: 0.0310993 | val_loss: 0.0311771 | Time: 1562.65 ms
[2021-10-28 11:58:51 main:574] : INFO : Epoch 1752 | loss: 0.0311012 | val_loss: 0.0311753 | Time: 1567.02 ms
[2021-10-28 11:58:52 main:574] : INFO : Epoch 1753 | loss: 0.0310932 | val_loss: 0.031184 | Time: 1562.25 ms
[2021-10-28 11:58:54 main:574] : INFO : Epoch 1754 | loss: 0.0310855 | val_loss: 0.031186 | Time: 1582.97 ms
[2021-10-28 11:58:56 main:574] : INFO : Epoch 1755 | loss: 0.0310887 | val_loss: 0.03118 | Time: 1561.46 ms
[2021-10-28 11:58:57 main:574] : INFO : Epoch 1756 | loss: 0.0310924 | val_loss: 0.0311755 | Time: 1552.42 ms
[2021-10-28 11:58:59 main:574] : INFO : Epoch 1757 | loss: 0.0310839 | val_loss: 0.0311859 | Time: 1549.42 ms
[2021-10-28 11:59:00 main:574] : INFO : Epoch 1758 | loss: 0.0310863 | val_loss: 0.0311913 | Time: 1561.63 ms
[2021-10-28 11:59:02 main:574] : INFO : Epoch 1759 | loss: 0.0310874 | val_loss: 0.0311769 | Time: 1594.16 ms
[2021-10-28 11:59:04 main:574] : INFO : Epoch 1760 | loss: 0.0311092 | val_loss: 0.0311712 | Time: 1550.06 ms
[2021-10-28 11:59:05 main:574] : INFO : Epoch 1761 | loss: 0.0311096 | val_loss: 0.0311648 | Time: 1559.74 ms
[2021-10-28 11:59:07 main:574] : INFO : Epoch 1762 | loss: 0.0310968 | val_loss: 0.0311726 | Time: 1607.59 ms
[2021-10-28 11:59:08 main:574] : INFO : Epoch 1763 | loss: 0.0310926 | val_loss: 0.0311804 | Time: 1554.75 ms
[2021-10-28 11:59:10 main:574] : INFO : Epoch 1764 | loss: 0.0310974 | val_loss: 0.0311875 | Time: 1561.52 ms
[2021-10-28 11:59:11 main:574] : INFO : Epoch 1765 | loss: 0.0310959 | val_loss: 0.031178 | Time: 1563.86 ms
[2021-10-28 11:59:13 main:574] : INFO : Epoch 1766 | loss: 0.0310872 | val_loss: 0.0311778 | Time: 1542.1 ms
[2021-10-28 11:59:15 main:574] : INFO : Epoch 1767 | loss: 0.0310862 | val_loss: 0.0311872 | Time: 1609.32 ms
[2021-10-28 11:59:16 main:574] : INFO : Epoch 1768 | loss: 0.0310868 | val_loss: 0.0311812 | Time: 1629.35 ms
[2021-10-28 11:59:18 main:574] : INFO : Epoch 1769 | loss: 0.0310822 | val_loss: 0.0311806 | Time: 1746.23 ms
[2021-10-28 11:59:20 main:574] : INFO : Epoch 1770 | loss: 0.031084 | val_loss: 0.0311838 | Time: 1571.15 ms
[2021-10-28 11:59:21 main:574] : INFO : Epoch 1771 | loss: 0.0310869 | val_loss: 0.0311896 | Time: 1593.38 ms
[2021-10-28 11:59:23 main:574] : INFO : Epoch 1772 | loss: 0.0310864 | val_loss: 0.0311763 | Time: 1522.92 ms
[2021-10-28 11:59:24 main:574] : INFO : Epoch 1773 | loss: 0.0310892 | val_loss: 0.0311873 | Time: 1550.8 ms
[2021-10-28 11:59:26 main:574] : INFO : Epoch 1774 | loss: 0.0310884 | val_loss: 0.0311826 | Time: 1556.18 ms
[2021-10-28 11:59:27 main:574] : INFO : Epoch 1775 | loss: 0.0310844 | val_loss: 0.031184 | Time: 1572.05 ms
[2021-10-28 11:59:29 main:574] : INFO : Epoch 1776 | loss: 0.0310867 | val_loss: 0.0311817 | Time: 1582.25 ms
[2021-10-28 11:59:31 main:574] : INFO : Epoch 1777 | loss: 0.0310853 | val_loss: 0.0311861 | Time: 1556.47 ms
[2021-10-28 11:59:32 main:574] : INFO : Epoch 1778 | loss: 0.0310851 | val_loss: 0.0311736 | Time: 1553.64 ms
[2021-10-28 11:59:34 main:574] : INFO : Epoch 1779 | loss: 0.0310897 | val_loss: 0.0311787 | Time: 1547.38 ms
[2021-10-28 11:59:35 main:574] : INFO : Epoch 1780 | loss: 0.0310843 | val_loss: 0.0311841 | Time: 1578.15 ms
[2021-10-28 11:59:37 main:574] : INFO : Epoch 1781 | loss: 0.0310867 | val_loss: 0.0311846 | Time: 1552.17 ms
[2021-10-28 11:59:39 main:574] : INFO : Epoch 1782 | loss: 0.0310886 | val_loss: 0.0311756 | Time: 1544.87 ms
[2021-10-28 11:59:40 main:574] : INFO : Epoch 1783 | loss: 0.0310827 | val_loss: 0.0311855 | Time: 1552.56 ms
[2021-10-28 11:59:42 main:574] : INFO : Epoch 1784 | loss: 0.0310869 | val_loss: 0.0311783 | Time: 1550.46 ms
[2021-10-28 11:59:43 main:574] : INFO : Epoch 1785 | loss: 0.0310858 | val_loss: 0.0311823 | Time: 1535.75 ms
[2021-10-28 11:59:45 main:574] : INFO : Epoch 1786 | loss: 0.0310984 | val_loss: 0.031183 | Time: 1537.67 ms
[2021-10-28 11:59:46 main:574] : INFO : Epoch 1787 | loss: 0.0310972 | val_loss: 0.0311783 | Time: 1553.36 ms
[2021-10-28 11:59:48 main:574] : INFO : Epoch 1788 | loss: 0.0310938 | val_loss: 0.0311837 | Time: 1558.82 ms
[2021-10-28 11:59:49 main:574] : INFO : Epoch 1789 | loss: 0.0310926 | val_loss: 0.0311808 | Time: 1566.8 ms
[2021-10-28 11:59:51 main:574] : INFO : Epoch 1790 | loss: 0.0310885 | val_loss: 0.0311726 | Time: 1602.23 ms
[2021-10-28 11:59:53 main:574] : INFO : Epoch 1791 | loss: 0.0310867 | val_loss: 0.0311833 | Time: 1557.09 ms
[2021-10-28 11:59:54 main:574] : INFO : Epoch 1792 | loss: 0.0310852 | val_loss: 0.0311923 | Time: 1560.33 ms
[2021-10-28 11:59:56 main:574] : INFO : Epoch 1793 | loss: 0.0310931 | val_loss: 0.0311864 | Time: 1539.77 ms
[2021-10-28 11:59:57 main:574] : INFO : Epoch 1794 | loss: 0.0310855 | val_loss: 0.0311817 | Time: 1542.84 ms
[2021-10-28 11:59:59 main:574] : INFO : Epoch 1795 | loss: 0.0310846 | val_loss: 0.0311816 | Time: 1536.24 ms
[2021-10-28 12:00:00 main:574] : INFO : Epoch 1796 | loss: 0.0310849 | val_loss: 0.0311807 | Time: 1556.84 ms
[2021-10-28 12:00:02 main:574] : INFO : Epoch 1797 | loss: 0.0310838 | val_loss: 0.0311935 | Time: 1555.87 ms
[2021-10-28 12:00:04 main:574] : INFO : Epoch 1798 | loss: 0.0310963 | val_loss: 0.0311806 | Time: 1608.16 ms
[2021-10-28 12:00:05 main:574] : INFO : Epoch 1799 | loss: 0.0310891 | val_loss: 0.0311756 | Time: 1550.7 ms
[2021-10-28 12:00:07 main:574] : INFO : Epoch 1800 | loss: 0.0311077 | val_loss: 0.0311803 | Time: 1550.97 ms
[2021-10-28 12:00:08 main:574] : INFO : Epoch 1801 | loss: 0.0311011 | val_loss: 0.031175 | Time: 1535.88 ms
[2021-10-28 12:00:10 main:574] : INFO : Epoch 1802 | loss: 0.0310951 | val_loss: 0.0311815 | Time: 1550.91 ms
[2021-10-28 12:00:12 main:574] : INFO : Epoch 1803 | loss: 0.0310917 | val_loss: 0.0311695 | Time: 1558.06 ms
[2021-10-28 12:00:13 main:574] : INFO : Epoch 1804 | loss: 0.031095 | val_loss: 0.0311843 | Time: 1561.91 ms
[2021-10-28 12:00:15 main:574] : INFO : Epoch 1805 | loss: 0.0310894 | val_loss: 0.0311767 | Time: 1546 ms
[2021-10-28 12:00:16 main:574] : INFO : Epoch 1806 | loss: 0.0310862 | val_loss: 0.0311844 | Time: 1553.98 ms
[2021-10-28 12:00:18 main:574] : INFO : Epoch 1807 | loss: 0.0310824 | val_loss: 0.0311909 | Time: 1693.37 ms
[2021-10-28 12:00:20 main:574] : INFO : Epoch 1808 | loss: 0.0310801 | val_loss: 0.0311892 | Time: 1578.62 ms
[2021-10-28 12:00:21 main:574] : INFO : Epoch 1809 | loss: 0.0310806 | val_loss: 0.0311767 | Time: 1545.27 ms
[2021-10-28 12:00:23 main:574] : INFO : Epoch 1810 | loss: 0.0310883 | val_loss: 0.0311738 | Time: 1574.59 ms
[2021-10-28 12:00:24 main:574] : INFO : Epoch 1811 | loss: 0.0310855 | val_loss: 0.0311849 | Time: 1578.74 ms
[2021-10-28 12:00:26 main:574] : INFO : Epoch 1812 | loss: 0.0310902 | val_loss: 0.0311849 | Time: 1581.25 ms
[2021-10-28 12:00:27 main:574] : INFO : Epoch 1813 | loss: 0.0310914 | val_loss: 0.0311751 | Time: 1567.39 ms
[2021-10-28 12:00:29 main:574] : INFO : Epoch 1814 | loss: 0.0310839 | val_loss: 0.0311854 | Time: 1590.21 ms
[2021-10-28 12:00:31 main:574] : INFO : Epoch 1815 | loss: 0.0310845 | val_loss: 0.0311829 | Time: 1568.6 ms
[2021-10-28 12:00:32 main:574] : INFO : Epoch 1816 | loss: 0.0310864 | val_loss: 0.0311938 | Time: 1569.02 ms
[2021-10-28 12:00:34 main:574] : INFO : Epoch 1817 | loss: 0.0310789 | val_loss: 0.0311864 | Time: 1563.45 ms
[2021-10-28 12:00:35 main:574] : INFO : Epoch 1818 | loss: 0.0310828 | val_loss: 0.0311809 | Time: 1566.3 ms
[2021-10-28 12:00:37 main:574] : INFO : Epoch 1819 | loss: 0.0310821 | val_loss: 0.031195 | Time: 1565.13 ms
[2021-10-28 12:00:39 main:574] : INFO : Epoch 1820 | loss: 0.0310778 | val_loss: 0.0311929 | Time: 1565.56 ms
[2021-10-28 12:00:40 main:574] : INFO : Epoch 1821 | loss: 0.0310766 | val_loss: 0.0311831 | Time: 1602.09 ms
[2021-10-28 12:00:42 main:574] : INFO : Epoch 1822 | loss: 0.0310786 | val_loss: 0.0311884 | Time: 1585.57 ms
[2021-10-28 12:00:43 main:574] : INFO : Epoch 1823 | loss: 0.0310816 | val_loss: 0.0311813 | Time: 1557.41 ms
[2021-10-28 12:00:45 main:574] : INFO : Epoch 1824 | loss: 0.0310831 | val_loss: 0.0311902 | Time: 1569.5 ms
[2021-10-28 12:00:47 main:574] : INFO : Epoch 1825 | loss: 0.0310809 | val_loss: 0.0311766 | Time: 1577.64 ms
[2021-10-28 12:00:48 main:574] : INFO : Epoch 1826 | loss: 0.0310791 | val_loss: 0.0311954 | Time: 1563.85 ms
[2021-10-28 12:00:50 main:574] : INFO : Epoch 1827 | loss: 0.0310779 | val_loss: 0.0311924 | Time: 1585.97 ms
[2021-10-28 12:00:51 main:574] : INFO : Epoch 1828 | loss: 0.031079 | val_loss: 0.031192 | Time: 1552.8 ms
[2021-10-28 12:00:53 main:574] : INFO : Epoch 1829 | loss: 0.0310832 | val_loss: 0.031179 | Time: 1570.18 ms
[2021-10-28 12:00:54 main:574] : INFO : Epoch 1830 | loss: 0.0310845 | val_loss: 0.0311855 | Time: 1571.91 ms
[2021-10-28 12:00:56 main:574] : INFO : Epoch 1831 | loss: 0.0310795 | val_loss: 0.0312002 | Time: 1571.58 ms
[2021-10-28 12:00:58 main:574] : INFO : Epoch 1832 | loss: 0.0310774 | val_loss: 0.0311809 | Time: 1601.21 ms
[2021-10-28 12:00:59 main:574] : INFO : Epoch 1833 | loss: 0.0310762 | val_loss: 0.0311833 | Time: 1563.33 ms
[2021-10-28 12:01:01 main:574] : INFO : Epoch 1834 | loss: 0.0310756 | val_loss: 0.0311915 | Time: 1578.23 ms
[2021-10-28 12:01:02 main:574] : INFO : Epoch 1835 | loss: 0.0310795 | val_loss: 0.0311824 | Time: 1564.39 ms
[2021-10-28 12:01:04 main:574] : INFO : Epoch 1836 | loss: 0.0310785 | val_loss: 0.0311801 | Time: 1569.65 ms
[2021-10-28 12:01:06 main:574] : INFO : Epoch 1837 | loss: 0.031087 | val_loss: 0.0311955 | Time: 1569.09 ms
[2021-10-28 12:01:07 main:574] : INFO : Epoch 1838 | loss: 0.0310836 | val_loss: 0.0311885 | Time: 1562.87 ms
[2021-10-28 12:01:09 main:574] : INFO : Epoch 1839 | loss: 0.0310788 | val_loss: 0.0311901 | Time: 1583.45 ms
[2021-10-28 12:01:10 main:574] : INFO : Epoch 1840 | loss: 0.0310798 | val_loss: 0.0311909 | Time: 1556.35 ms
[2021-10-28 12:01:12 main:574] : INFO : Epoch 1841 | loss: 0.031082 | val_loss: 0.0311926 | Time: 1568.07 ms
[2021-10-28 12:01:13 main:574] : INFO : Epoch 1842 | loss: 0.0310791 | val_loss: 0.0311991 | Time: 1553.79 ms
[2021-10-28 12:01:15 main:574] : INFO : Epoch 1843 | loss: 0.0310827 | val_loss: 0.0311915 | Time: 1671.4 ms
[2021-10-28 12:01:17 main:574] : INFO : Epoch 1844 | loss: 0.0310784 | val_loss: 0.0311846 | Time: 1727.18 ms
[2021-10-28 12:01:19 main:574] : INFO : Epoch 1845 | loss: 0.031082 | val_loss: 0.0311872 | Time: 1655.74 ms
[2021-10-28 12:01:20 main:574] : INFO : Epoch 1846 | loss: 0.0310855 | val_loss: 0.0311738 | Time: 1650.84 ms
[2021-10-28 12:01:22 main:574] : INFO : Epoch 1847 | loss: 0.031087 | val_loss: 0.0311931 | Time: 1652.86 ms
[2021-10-28 12:01:24 main:574] : INFO : Epoch 1848 | loss: 0.0310865 | val_loss: 0.0311901 | Time: 1647.92 ms
[2021-10-28 12:01:25 main:574] : INFO : Epoch 1849 | loss: 0.0310885 | val_loss: 0.0311794 | Time: 1615.83 ms
[2021-10-28 12:01:27 main:574] : INFO : Epoch 1850 | loss: 0.0310806 | val_loss: 0.0311953 | Time: 1618.45 ms
[2021-10-28 12:01:28 main:574] : INFO : Epoch 1851 | loss: 0.0310799 | val_loss: 0.0311749 | Time: 1599.63 ms
[2021-10-28 12:01:30 main:574] : INFO : Epoch 1852 | loss: 0.0310881 | val_loss: 0.031188 | Time: 1556.63 ms
[2021-10-28 12:01:32 main:574] : INFO : Epoch 1853 | loss: 0.0310888 | val_loss: 0.0311892 | Time: 1551.76 ms
[2021-10-28 12:01:33 main:574] : INFO : Epoch 1854 | loss: 0.0310819 | val_loss: 0.0311994 | Time: 1552.68 ms
[2021-10-28 12:01:35 main:574] : INFO : Epoch 1855 | loss: 0.0310866 | val_loss: 0.0311889 | Time: 1587.6 ms
[2021-10-28 12:01:36 main:574] : INFO : Epoch 1856 | loss: 0.0310817 | val_loss: 0.0311875 | Time: 1557.6 ms
[2021-10-28 12:01:38 main:574] : INFO : Epoch 1857 | loss: 0.0310886 | val_loss: 0.0311837 | Time: 1549.55 ms
[2021-10-28 12:01:39 main:574] : INFO : Epoch 1858 | loss: 0.0310959 | val_loss: 0.0311801 | Time: 1568.32 ms
[2021-10-28 12:01:41 main:574] : INFO : Epoch 1859 | loss: 0.0310892 | val_loss: 0.0311932 | Time: 1554.58 ms
[2021-10-28 12:01:43 main:574] : INFO : Epoch 1860 | loss: 0.0310872 | val_loss: 0.0311865 | Time: 1548.65 ms
[2021-10-28 12:01:44 main:574] : INFO : Epoch 1861 | loss: 0.0310843 | val_loss: 0.0311848 | Time: 1550.56 ms
[2021-10-28 12:01:46 main:574] : INFO : Epoch 1862 | loss: 0.031081 | val_loss: 0.0311857 | Time: 1544.9 ms
[2021-10-28 12:01:47 main:574] : INFO : Epoch 1863 | loss: 0.0310822 | val_loss: 0.0311898 | Time: 1564.45 ms
[2021-10-28 12:01:49 main:574] : INFO : Epoch 1864 | loss: 0.0310824 | val_loss: 0.0311881 | Time: 1562.73 ms
[2021-10-28 12:01:51 main:574] : INFO : Epoch 1865 | loss: 0.0310839 | val_loss: 0.0311866 | Time: 1554.56 ms
[2021-10-28 12:01:52 main:574] : INFO : Epoch 1866 | loss: 0.0310768 | val_loss: 0.0311784 | Time: 1540.58 ms
[2021-10-28 12:01:54 main:574] : INFO : Epoch 1867 | loss: 0.0310772 | val_loss: 0.0311922 | Time: 1545.34 ms
[2021-10-28 12:01:55 main:574] : INFO : Epoch 1868 | loss: 0.0310764 | val_loss: 0.0311831 | Time: 1553.47 ms
[2021-10-28 12:01:57 main:574] : INFO : Epoch 1869 | loss: 0.0310768 | val_loss: 0.0311734 | Time: 1550.94 ms
[2021-10-28 12:01:58 main:574] : INFO : Epoch 1870 | loss: 0.0310756 | val_loss: 0.0312072 | Time: 1550.39 ms
[2021-10-28 12:02:00 main:574] : INFO : Epoch 1871 | loss: 0.0310779 | val_loss: 0.0311805 | Time: 1568.9 ms
[2021-10-28 12:02:01 main:574] : INFO : Epoch 1872 | loss: 0.0310854 | val_loss: 0.0311889 | Time: 1546.9 ms
[2021-10-28 12:02:03 main:574] : INFO : Epoch 1873 | loss: 0.0310808 | val_loss: 0.0311867 | Time: 1552.57 ms
[2021-10-28 12:02:05 main:574] : INFO : Epoch 1874 | loss: 0.0310852 | val_loss: 0.0311757 | Time: 1551.54 ms
[2021-10-28 12:02:06 main:574] : INFO : Epoch 1875 | loss: 0.031119 | val_loss: 0.031164 | Time: 1541.21 ms
[2021-10-28 12:02:08 main:574] : INFO : Epoch 1876 | loss: 0.0311082 | val_loss: 0.03118 | Time: 1556.83 ms
[2021-10-28 12:02:09 main:574] : INFO : Epoch 1877 | loss: 0.0311034 | val_loss: 0.0311757 | Time: 1553.24 ms
[2021-10-28 12:02:11 main:574] : INFO : Epoch 1878 | loss: 0.0311021 | val_loss: 0.0311748 | Time: 1558.57 ms
[2021-10-28 12:02:12 main:574] : INFO : Epoch 1879 | loss: 0.0310921 | val_loss: 0.0311788 | Time: 1561.3 ms
[2021-10-28 12:02:14 main:574] : INFO : Epoch 1880 | loss: 0.0310847 | val_loss: 0.0311834 | Time: 1558.79 ms
[2021-10-28 12:02:16 main:574] : INFO : Epoch 1881 | loss: 0.0310808 | val_loss: 0.0311964 | Time: 1576.5 ms
[2021-10-28 12:02:17 main:574] : INFO : Epoch 1882 | loss: 0.0310823 | val_loss: 0.0311919 | Time: 1611.33 ms
[2021-10-28 12:02:19 main:574] : INFO : Epoch 1883 | loss: 0.0310822 | val_loss: 0.0311941 | Time: 1589.73 ms
[2021-10-28 12:02:20 main:574] : INFO : Epoch 1884 | loss: 0.0310841 | val_loss: 0.0312069 | Time: 1581.68 ms
[2021-10-28 12:02:22 main:574] : INFO : Epoch 1885 | loss: 0.0310852 | val_loss: 0.0311791 | Time: 1553.01 ms
[2021-10-28 12:02:24 main:574] : INFO : Epoch 1886 | loss: 0.0310836 | val_loss: 0.0311802 | Time: 1564.76 ms
[2021-10-28 12:02:25 main:574] : INFO : Epoch 1887 | loss: 0.0310867 | val_loss: 0.0312041 | Time: 1630.46 ms
[2021-10-28 12:02:27 main:574] : INFO : Epoch 1888 | loss: 0.0310886 | val_loss: 0.0311836 | Time: 1565.38 ms
[2021-10-28 12:02:28 main:574] : INFO : Epoch 1889 | loss: 0.0310809 | val_loss: 0.0311831 | Time: 1549.86 ms
[2021-10-28 12:02:30 main:574] : INFO : Epoch 1890 | loss: 0.0310774 | val_loss: 0.031206 | Time: 1549.48 ms
[2021-10-28 12:02:32 main:574] : INFO : Epoch 1891 | loss: 0.0310822 | val_loss: 0.0311916 | Time: 1551.91 ms
[2021-10-28 12:02:33 main:574] : INFO : Epoch 1892 | loss: 0.0310846 | val_loss: 0.0311899 | Time: 1545.86 ms
[2021-10-28 12:02:35 main:574] : INFO : Epoch 1893 | loss: 0.0310808 | val_loss: 0.0311825 | Time: 1559 ms
[2021-10-28 12:02:36 main:574] : INFO : Epoch 1894 | loss: 0.031076 | val_loss: 0.031191 | Time: 1558.23 ms
[2021-10-28 12:02:38 main:574] : INFO : Epoch 1895 | loss: 0.0310735 | val_loss: 0.0311918 | Time: 1541.82 ms
[2021-10-28 12:02:39 main:574] : INFO : Epoch 1896 | loss: 0.0310874 | val_loss: 0.031192 | Time: 1579.08 ms
[2021-10-28 12:02:41 main:574] : INFO : Epoch 1897 | loss: 0.0310902 | val_loss: 0.0312081 | Time: 1550.41 ms
[2021-10-28 12:02:43 main:574] : INFO : Epoch 1898 | loss: 0.0310853 | val_loss: 0.031198 | Time: 1564.03 ms
[2021-10-28 12:02:44 main:574] : INFO : Epoch 1899 | loss: 0.0310807 | val_loss: 0.0311942 | Time: 1569.18 ms
[2021-10-28 12:02:46 main:574] : INFO : Epoch 1900 | loss: 0.0310831 | val_loss: 0.0311828 | Time: 1558.7 ms
[2021-10-28 12:02:47 main:574] : INFO : Epoch 1901 | loss: 0.0310894 | val_loss: 0.0311853 | Time: 1558.84 ms
[2021-10-28 12:02:49 main:574] : INFO : Epoch 1902 | loss: 0.0310826 | val_loss: 0.0312036 | Time: 1573.34 ms
[2021-10-28 12:02:50 main:574] : INFO : Epoch 1903 | loss: 0.0310755 | val_loss: 0.0311885 | Time: 1549.32 ms
[2021-10-28 12:02:52 main:574] : INFO : Epoch 1904 | loss: 0.031075 | val_loss: 0.0311888 | Time: 1558.99 ms
[2021-10-28 12:02:54 main:574] : INFO : Epoch 1905 | loss: 0.0310746 | val_loss: 0.0311909 | Time: 1531.88 ms
[2021-10-28 12:02:55 main:574] : INFO : Epoch 1906 | loss: 0.0310731 | val_loss: 0.0311893 | Time: 1558.38 ms
[2021-10-28 12:02:57 main:574] : INFO : Epoch 1907 | loss: 0.0310788 | val_loss: 0.0311759 | Time: 1556.71 ms
[2021-10-28 12:02:58 main:574] : INFO : Epoch 1908 | loss: 0.0310816 | val_loss: 0.0311919 | Time: 1551.56 ms
[2021-10-28 12:03:00 main:574] : INFO : Epoch 1909 | loss: 0.0310804 | val_loss: 0.031199 | Time: 1562.27 ms
[2021-10-28 12:03:01 main:574] : INFO : Epoch 1910 | loss: 0.0310733 | val_loss: 0.0311914 | Time: 1554.02 ms
[2021-10-28 12:03:03 main:574] : INFO : Epoch 1911 | loss: 0.0310726 | val_loss: 0.0311972 | Time: 1564.42 ms
[2021-10-28 12:03:05 main:574] : INFO : Epoch 1912 | loss: 0.0310741 | val_loss: 0.0311943 | Time: 1556 ms
[2021-10-28 12:03:06 main:574] : INFO : Epoch 1913 | loss: 0.0310714 | val_loss: 0.0311987 | Time: 1554.05 ms
[2021-10-28 12:03:08 main:574] : INFO : Epoch 1914 | loss: 0.0310714 | val_loss: 0.0311964 | Time: 1552.16 ms
[2021-10-28 12:03:09 main:574] : INFO : Epoch 1915 | loss: 0.0310779 | val_loss: 0.0311889 | Time: 1553.09 ms
[2021-10-28 12:03:11 main:574] : INFO : Epoch 1916 | loss: 0.0310789 | val_loss: 0.0311921 | Time: 1558.19 ms
[2021-10-28 12:03:12 main:574] : INFO : Epoch 1917 | loss: 0.031075 | val_loss: 0.0312036 | Time: 1555.47 ms
[2021-10-28 12:03:14 main:574] : INFO : Epoch 1918 | loss: 0.0310759 | val_loss: 0.0311893 | Time: 1554.79 ms
[2021-10-28 12:03:16 main:574] : INFO : Epoch 1919 | loss: 0.0310763 | val_loss: 0.0311879 | Time: 1558.66 ms
[2021-10-28 12:03:17 main:574] : INFO : Epoch 1920 | loss: 0.0310747 | val_loss: 0.0311883 | Time: 1543.18 ms
[2021-10-28 12:03:19 main:574] : INFO : Epoch 1921 | loss: 0.0310764 | val_loss: 0.0311892 | Time: 1555.09 ms
[2021-10-28 12:03:20 main:574] : INFO : Epoch 1922 | loss: 0.0310852 | val_loss: 0.031187 | Time: 1548.65 ms
[2021-10-28 12:03:22 main:574] : INFO : Epoch 1923 | loss: 0.031083 | val_loss: 0.0311951 | Time: 1581.73 ms
[2021-10-28 12:03:23 main:574] : INFO : Epoch 1924 | loss: 0.0310802 | val_loss: 0.0311813 | Time: 1548.72 ms
[2021-10-28 12:03:25 main:574] : INFO : Epoch 1925 | loss: 0.0310785 | val_loss: 0.0311876 | Time: 1554.05 ms
[2021-10-28 12:03:27 main:574] : INFO : Epoch 1926 | loss: 0.0310732 | val_loss: 0.03118 | Time: 1574.49 ms
[2021-10-28 12:03:28 main:574] : INFO : Epoch 1927 | loss: 0.0310919 | val_loss: 0.0312 | Time: 1558.58 ms
[2021-10-28 12:03:30 main:574] : INFO : Epoch 1928 | loss: 0.0310804 | val_loss: 0.0311756 | Time: 1556.9 ms
[2021-10-28 12:03:31 main:574] : INFO : Epoch 1929 | loss: 0.031084 | val_loss: 0.0311942 | Time: 1543.83 ms
[2021-10-28 12:03:33 main:574] : INFO : Epoch 1930 | loss: 0.0310803 | val_loss: 0.0311908 | Time: 1571.59 ms
[2021-10-28 12:03:34 main:574] : INFO : Epoch 1931 | loss: 0.0310809 | val_loss: 0.0311983 | Time: 1553.73 ms
[2021-10-28 12:03:36 main:574] : INFO : Epoch 1932 | loss: 0.0310783 | val_loss: 0.0311928 | Time: 1551.41 ms
[2021-10-28 12:03:38 main:574] : INFO : Epoch 1933 | loss: 0.0310739 | val_loss: 0.03119 | Time: 1557.75 ms
[2021-10-28 12:03:39 main:574] : INFO : Epoch 1934 | loss: 0.0310752 | val_loss: 0.0311837 | Time: 1558.24 ms
[2021-10-28 12:03:41 main:574] : INFO : Epoch 1935 | loss: 0.0310743 | val_loss: 0.031188 | Time: 1610.65 ms
[2021-10-28 12:03:42 main:574] : INFO : Epoch 1936 | loss: 0.0310684 | val_loss: 0.0312116 | Time: 1559.98 ms
[2021-10-28 12:03:44 main:574] : INFO : Epoch 1937 | loss: 0.0310712 | val_loss: 0.0311939 | Time: 1545.37 ms
[2021-10-28 12:03:45 main:574] : INFO : Epoch 1938 | loss: 0.0310742 | val_loss: 0.0311849 | Time: 1558.77 ms
[2021-10-28 12:03:47 main:574] : INFO : Epoch 1939 | loss: 0.0310802 | val_loss: 0.0311913 | Time: 1547.59 ms
[2021-10-28 12:03:49 main:574] : INFO : Epoch 1940 | loss: 0.0310742 | val_loss: 0.0311962 | Time: 1555.81 ms
[2021-10-28 12:03:50 main:574] : INFO : Epoch 1941 | loss: 0.0310759 | val_loss: 0.0311825 | Time: 1565.19 ms
[2021-10-28 12:03:52 main:574] : INFO : Epoch 1942 | loss: 0.0310718 | val_loss: 0.0311947 | Time: 1545.53 ms
[2021-10-28 12:03:53 main:574] : INFO : Epoch 1943 | loss: 0.0310762 | val_loss: 0.0311913 | Time: 1558.32 ms
[2021-10-28 12:03:55 main:574] : INFO : Epoch 1944 | loss: 0.0310773 | val_loss: 0.0311899 | Time: 1560.98 ms
[2021-10-28 12:03:56 main:574] : INFO : Epoch 1945 | loss: 0.0310829 | val_loss: 0.0311936 | Time: 1545.07 ms
[2021-10-28 12:03:58 main:574] : INFO : Epoch 1946 | loss: 0.0310774 | val_loss: 0.0311907 | Time: 1554.98 ms
[2021-10-28 12:04:00 main:574] : INFO : Epoch 1947 | loss: 0.0310756 | val_loss: 0.031203 | Time: 1555.04 ms
[2021-10-28 12:04:01 main:574] : INFO : Epoch 1948 | loss: 0.0310749 | val_loss: 0.0311874 | Time: 1563.91 ms
[2021-10-28 12:04:03 main:574] : INFO : Epoch 1949 | loss: 0.0310808 | val_loss: 0.0311965 | Time: 1549.21 ms
[2021-10-28 12:04:04 main:574] : INFO : Epoch 1950 | loss: 0.031074 | val_loss: 0.0311779 | Time: 1553.69 ms
[2021-10-28 12:04:06 main:574] : INFO : Epoch 1951 | loss: 0.0310782 | val_loss: 0.0311981 | Time: 1549.35 ms
[2021-10-28 12:04:07 main:574] : INFO : Epoch 1952 | loss: 0.0310712 | val_loss: 0.0311916 | Time: 1564.68 ms
[2021-10-28 12:04:09 main:574] : INFO : Epoch 1953 | loss: 0.0310682 | val_loss: 0.0311942 | Time: 1550.52 ms
[2021-10-28 12:04:11 main:574] : INFO : Epoch 1954 | loss: 0.0310708 | val_loss: 0.0311954 | Time: 1555.45 ms
[2021-10-28 12:04:12 main:574] : INFO : Epoch 1955 | loss: 0.0310697 | val_loss: 0.0311896 | Time: 1545.03 ms
[2021-10-28 12:04:14 main:574] : INFO : Epoch 1956 | loss: 0.031095 | val_loss: 0.0311764 | Time: 1553.54 ms
[2021-10-28 12:04:15 main:574] : INFO : Epoch 1957 | loss: 0.0311519 | val_loss: 0.0311604 | Time: 1560.22 ms
[2021-10-28 12:04:17 main:574] : INFO : Epoch 1958 | loss: 0.0311479 | val_loss: 0.0311639 | Time: 1564.87 ms
[2021-10-28 12:04:18 main:574] : INFO : Epoch 1959 | loss: 0.0311363 | val_loss: 0.0311514 | Time: 1570.67 ms
[2021-10-28 12:04:20 main:574] : INFO : Epoch 1960 | loss: 0.0311296 | val_loss: 0.03115 | Time: 1556.37 ms
[2021-10-28 12:04:22 main:574] : INFO : Epoch 1961 | loss: 0.03113 | val_loss: 0.0311588 | Time: 1551.1 ms
[2021-10-28 12:04:23 main:574] : INFO : Epoch 1962 | loss: 0.0311261 | val_loss: 0.0311509 | Time: 1556.24 ms
[2021-10-28 12:04:25 main:574] : INFO : Epoch 1963 | loss: 0.0311211 | val_loss: 0.0311524 | Time: 1549.76 ms
[2021-10-28 12:04:26 main:574] : INFO : Epoch 1964 | loss: 0.0311193 | val_loss: 0.0311514 | Time: 1558.39 ms
[2021-10-28 12:04:28 main:574] : INFO : Epoch 1965 | loss: 0.0311216 | val_loss: 0.0311575 | Time: 1545.38 ms
[2021-10-28 12:04:29 main:574] : INFO : Epoch 1966 | loss: 0.031121 | val_loss: 0.0311546 | Time: 1556.8 ms
[2021-10-28 12:04:31 main:574] : INFO : Epoch 1967 | loss: 0.0311186 | val_loss: 0.0311567 | Time: 1560.19 ms
[2021-10-28 12:04:33 main:574] : INFO : Epoch 1968 | loss: 0.0311148 | val_loss: 0.0311577 | Time: 1542.11 ms
[2021-10-28 12:04:34 main:574] : INFO : Epoch 1969 | loss: 0.0311102 | val_loss: 0.0311565 | Time: 1564 ms
[2021-10-28 12:04:36 main:574] : INFO : Epoch 1970 | loss: 0.0311088 | val_loss: 0.031158 | Time: 1553.56 ms
[2021-10-28 12:04:37 main:574] : INFO : Epoch 1971 | loss: 0.0311099 | val_loss: 0.0311562 | Time: 1564.49 ms
[2021-10-28 12:04:39 main:574] : INFO : Epoch 1972 | loss: 0.0311071 | val_loss: 0.0311569 | Time: 1546.04 ms
[2021-10-28 12:04:40 main:574] : INFO : Epoch 1973 | loss: 0.0311055 | val_loss: 0.0311598 | Time: 1550.59 ms
[2021-10-28 12:04:42 main:574] : INFO : Epoch 1974 | loss: 0.0311077 | val_loss: 0.0311641 | Time: 1553.3 ms
[2021-10-28 12:04:44 main:574] : INFO : Epoch 1975 | loss: 0.0311054 | val_loss: 0.0311623 | Time: 1558.28 ms
[2021-10-28 12:04:45 main:574] : INFO : Epoch 1976 | loss: 0.0311054 | val_loss: 0.0311657 | Time: 1560.95 ms
[2021-10-28 12:04:47 main:574] : INFO : Epoch 1977 | loss: 0.0311031 | val_loss: 0.031168 | Time: 1549.13 ms
[2021-10-28 12:04:48 main:574] : INFO : Epoch 1978 | loss: 0.0311046 | val_loss: 0.0311612 | Time: 1548.55 ms
[2021-10-28 12:04:50 main:574] : INFO : Epoch 1979 | loss: 0.0311021 | val_loss: 0.0311628 | Time: 1548.7 ms
[2021-10-28 12:04:51 main:574] : INFO : Epoch 1980 | loss: 0.031099 | val_loss: 0.0311629 | Time: 1554.42 ms
[2021-10-28 12:04:53 main:574] : INFO : Epoch 1981 | loss: 0.031098 | val_loss: 0.0311618 | Time: 1564.31 ms
[2021-10-28 12:04:55 main:574] : INFO : Epoch 1982 | loss: 0.0311033 | val_loss: 0.0311708 | Time: 1560.35 ms
[2021-10-28 12:04:56 main:574] : INFO : Epoch 1983 | loss: 0.0310993 | val_loss: 0.0311678 | Time: 1553.71 ms
[2021-10-28 12:04:58 main:574] : INFO : Epoch 1984 | loss: 0.0310981 | val_loss: 0.0311632 | Time: 1567.91 ms
[2021-10-28 12:04:59 main:574] : INFO : Epoch 1985 | loss: 0.0310971 | val_loss: 0.03117 | Time: 1548.21 ms
[2021-10-28 12:05:01 main:574] : INFO : Epoch 1986 | loss: 0.0310967 | val_loss: 0.0311696 | Time: 1561.78 ms
[2021-10-28 12:05:02 main:574] : INFO : Epoch 1987 | loss: 0.0311008 | val_loss: 0.0311624 | Time: 1557.64 ms
[2021-10-28 12:05:04 main:574] : INFO : Epoch 1988 | loss: 0.031103 | val_loss: 0.0311602 | Time: 1569.5 ms
[2021-10-28 12:05:06 main:574] : INFO : Epoch 1989 | loss: 0.0311009 | val_loss: 0.0311682 | Time: 1542.39 ms
[2021-10-28 12:05:07 main:574] : INFO : Epoch 1990 | loss: 0.0310989 | val_loss: 0.0311642 | Time: 1564.77 ms
[2021-10-28 12:05:09 main:574] : INFO : Epoch 1991 | loss: 0.0310941 | val_loss: 0.0311706 | Time: 1578.4 ms
[2021-10-28 12:05:10 main:574] : INFO : Epoch 1992 | loss: 0.0310908 | val_loss: 0.0311663 | Time: 1583.44 ms
[2021-10-28 12:05:12 main:574] : INFO : Epoch 1993 | loss: 0.03109 | val_loss: 0.0311744 | Time: 1629.99 ms
[2021-10-28 12:05:14 main:574] : INFO : Epoch 1994 | loss: 0.0310962 | val_loss: 0.0311679 | Time: 1568.09 ms
[2021-10-28 12:05:15 main:574] : INFO : Epoch 1995 | loss: 0.0310903 | val_loss: 0.0311678 | Time: 1572.01 ms
[2021-10-28 12:05:17 main:574] : INFO : Epoch 1996 | loss: 0.0310876 | val_loss: 0.0311726 | Time: 1555.52 ms
[2021-10-28 12:05:18 main:574] : INFO : Epoch 1997 | loss: 0.0310905 | val_loss: 0.0311748 | Time: 1556.56 ms
[2021-10-28 12:05:20 main:574] : INFO : Epoch 1998 | loss: 0.0310927 | val_loss: 0.031168 | Time: 1558.49 ms
[2021-10-28 12:05:21 main:574] : INFO : Epoch 1999 | loss: 0.0310924 | val_loss: 0.031162 | Time: 1565.97 ms
[2021-10-28 12:05:23 main:574] : INFO : Epoch 2000 | loss: 0.0310887 | val_loss: 0.0311631 | Time: 1569.28 ms
[2021-10-28 12:05:25 main:574] : INFO : Epoch 2001 | loss: 0.0310917 | val_loss: 0.0311637 | Time: 1559.61 ms
[2021-10-28 12:05:26 main:574] : INFO : Epoch 2002 | loss: 0.0310898 | val_loss: 0.0311694 | Time: 1558.12 ms
[2021-10-28 12:05:28 main:574] : INFO : Epoch 2003 | loss: 0.0310916 | val_loss: 0.0311772 | Time: 1545.67 ms
[2021-10-28 12:05:29 main:574] : INFO : Epoch 2004 | loss: 0.0311018 | val_loss: 0.0311643 | Time: 1550.97 ms
[2021-10-28 12:05:31 main:574] : INFO : Epoch 2005 | loss: 0.0310997 | val_loss: 0.0311704 | Time: 1565.29 ms
[2021-10-28 12:05:33 main:574] : INFO : Epoch 2006 | loss: 0.0310973 | val_loss: 0.0311706 | Time: 1567.74 ms
[2021-10-28 12:05:34 main:574] : INFO : Epoch 2007 | loss: 0.0310967 | val_loss: 0.0311695 | Time: 1549.77 ms
[2021-10-28 12:05:36 main:574] : INFO : Epoch 2008 | loss: 0.0310946 | val_loss: 0.0311706 | Time: 1566.64 ms
[2021-10-28 12:05:37 main:574] : INFO : Epoch 2009 | loss: 0.0310905 | val_loss: 0.03117 | Time: 1558.44 ms
[2021-10-28 12:05:39 main:574] : INFO : Epoch 2010 | loss: 0.0310912 | val_loss: 0.0311742 | Time: 1564.18 ms
[2021-10-28 12:05:40 main:574] : INFO : Epoch 2011 | loss: 0.0310915 | val_loss: 0.0311691 | Time: 1567.54 ms
[2021-10-28 12:05:42 main:574] : INFO : Epoch 2012 | loss: 0.0311004 | val_loss: 0.0311747 | Time: 1556.12 ms
[2021-10-28 12:05:44 main:574] : INFO : Epoch 2013 | loss: 0.0311006 | val_loss: 0.0311599 | Time: 1537.69 ms
[2021-10-28 12:05:45 main:574] : INFO : Epoch 2014 | loss: 0.0310947 | val_loss: 0.0311695 | Time: 1557.6 ms
[2021-10-28 12:05:47 main:574] : INFO : Epoch 2015 | loss: 0.0310918 | val_loss: 0.0311666 | Time: 1541.98 ms
[2021-10-28 12:05:48 main:574] : INFO : Epoch 2016 | loss: 0.0310916 | val_loss: 0.0311643 | Time: 1560.98 ms
[2021-10-28 12:05:50 main:574] : INFO : Epoch 2017 | loss: 0.0310986 | val_loss: 0.0311736 | Time: 1541.29 ms
[2021-10-28 12:05:51 main:574] : INFO : Epoch 2018 | loss: 0.0311095 | val_loss: 0.0311703 | Time: 1557.24 ms
[2021-10-28 12:05:53 main:574] : INFO : Epoch 2019 | loss: 0.0311082 | val_loss: 0.0311607 | Time: 1546.98 ms
[2021-10-28 12:05:55 main:574] : INFO : Epoch 2020 | loss: 0.0311012 | val_loss: 0.0311673 | Time: 1557.15 ms
[2021-10-28 12:05:56 main:574] : INFO : Epoch 2021 | loss: 0.0310958 | val_loss: 0.0311699 | Time: 1556.02 ms
[2021-10-28 12:05:58 main:574] : INFO : Epoch 2022 | loss: 0.0310917 | val_loss: 0.0311644 | Time: 1566.84 ms
[2021-10-28 12:05:59 main:574] : INFO : Epoch 2023 | loss: 0.0310869 | val_loss: 0.031171 | Time: 1655.15 ms
[2021-10-28 12:06:01 main:574] : INFO : Epoch 2024 | loss: 0.0310848 | val_loss: 0.0311727 | Time: 1573.93 ms
[2021-10-28 12:06:02 main:574] : INFO : Epoch 2025 | loss: 0.0310903 | val_loss: 0.0311699 | Time: 1548.95 ms
[2021-10-28 12:06:04 main:574] : INFO : Epoch 2026 | loss: 0.0310935 | val_loss: 0.0311758 | Time: 1559.63 ms
[2021-10-28 12:06:06 main:574] : INFO : Epoch 2027 | loss: 0.031089 | val_loss: 0.031179 | Time: 1557.43 ms
[2021-10-28 12:06:07 main:574] : INFO : Epoch 2028 | loss: 0.0310875 | val_loss: 0.0311677 | Time: 1551.85 ms
[2021-10-28 12:06:09 main:574] : INFO : Epoch 2029 | loss: 0.0310885 | val_loss: 0.0311737 | Time: 1545.64 ms
[2021-10-28 12:06:10 main:574] : INFO : Epoch 2030 | loss: 0.0310876 | val_loss: 0.0311718 | Time: 1563.66 ms
[2021-10-28 12:06:12 main:574] : INFO : Epoch 2031 | loss: 0.0310823 | val_loss: 0.0311654 | Time: 1549.37 ms
[2021-10-28 12:06:13 main:574] : INFO : Epoch 2032 | loss: 0.0310817 | val_loss: 0.0311834 | Time: 1556.99 ms
[2021-10-28 12:06:15 main:574] : INFO : Epoch 2033 | loss: 0.031082 | val_loss: 0.0311731 | Time: 1559.08 ms
[2021-10-28 12:06:17 main:574] : INFO : Epoch 2034 | loss: 0.0310866 | val_loss: 0.0311772 | Time: 1557.81 ms
[2021-10-28 12:06:18 main:574] : INFO : Epoch 2035 | loss: 0.0310852 | val_loss: 0.0311767 | Time: 1558.94 ms
[2021-10-28 12:06:20 main:574] : INFO : Epoch 2036 | loss: 0.031095 | val_loss: 0.0311605 | Time: 1540.76 ms
[2021-10-28 12:06:21 main:574] : INFO : Epoch 2037 | loss: 0.0311022 | val_loss: 0.0311693 | Time: 1562.24 ms
[2021-10-28 12:06:23 main:574] : INFO : Epoch 2038 | loss: 0.0310913 | val_loss: 0.0311754 | Time: 1549.36 ms
[2021-10-28 12:06:24 main:574] : INFO : Epoch 2039 | loss: 0.0310913 | val_loss: 0.031179 | Time: 1547.75 ms
[2021-10-28 12:06:26 main:574] : INFO : Epoch 2040 | loss: 0.0310877 | val_loss: 0.0311792 | Time: 1551.54 ms
[2021-10-28 12:06:28 main:574] : INFO : Epoch 2041 | loss: 0.0310899 | val_loss: 0.0311661 | Time: 1550.18 ms
[2021-10-28 12:06:29 main:574] : INFO : Epoch 2042 | loss: 0.0310906 | val_loss: 0.0311756 | Time: 1556.12 ms
[2021-10-28 12:06:31 main:574] : INFO : Epoch 2043 | loss: 0.0310948 | val_loss: 0.0311674 | Time: 1543.29 ms
[2021-10-28 12:06:32 main:574] : INFO : Epoch 2044 | loss: 0.0310911 | val_loss: 0.0311678 | Time: 1532.74 ms
[2021-10-28 12:06:34 main:574] : INFO : Epoch 2045 | loss: 0.031086 | val_loss: 0.0311707 | Time: 1540.84 ms
[2021-10-28 12:06:35 main:574] : INFO : Epoch 2046 | loss: 0.0310867 | val_loss: 0.0311801 | Time: 1543.08 ms
[2021-10-28 12:06:37 main:574] : INFO : Epoch 2047 | loss: 0.0310842 | val_loss: 0.0311787 | Time: 1556.68 ms
[2021-10-28 12:06:39 main:574] : INFO : Epoch 2048 | loss: 0.0310866 | val_loss: 0.0311665 | Time: 1553.22 ms
[2021-10-28 12:06:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311665
[2021-10-28 12:06:39 main:603] : INFO : Saving end state to config to file
[2021-10-28 12:06:39 main:608] : INFO : Success, exiting..
12:06:39 (23128): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)