Task 10187066
| Name | ParityModified-1638634510-13695-3-0_0 |
| Workunit | 7553369 |
| Created | 25 Dec 2021, 19:43:49 UTC |
| Sent | 11 Jan 2022, 6:09:36 UTC |
| Report deadline | 19 Jan 2022, 6:09:36 UTC |
| Received | 11 Jan 2022, 20:11:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 39 min 37 sec |
| CPU time | 1 hours 39 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.66 GB |
| Peak swap size | 4.52 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: 0.031139 | val_loss: 0.0311743 | Time: 1546.92 ms
[2022-01-11 13:57:41 main:574] : INFO : Epoch 1543 | loss: 0.0311367 | val_loss: 0.0311725 | Time: 1530 ms
[2022-01-11 13:57:42 main:574] : INFO : Epoch 1544 | loss: 0.0311392 | val_loss: 0.0311741 | Time: 1549.9 ms
[2022-01-11 13:57:44 main:574] : INFO : Epoch 1545 | loss: 0.0311323 | val_loss: 0.031175 | Time: 1527.91 ms
[2022-01-11 13:57:45 main:574] : INFO : Epoch 1546 | loss: 0.0311337 | val_loss: 0.0311818 | Time: 1546.91 ms
[2022-01-11 13:57:47 main:574] : INFO : Epoch 1547 | loss: 0.0311357 | val_loss: 0.0311706 | Time: 1542.53 ms
[2022-01-11 13:57:48 main:574] : INFO : Epoch 1548 | loss: 0.0311344 | val_loss: 0.0311817 | Time: 1536.24 ms
[2022-01-11 13:57:50 main:574] : INFO : Epoch 1549 | loss: 0.0311336 | val_loss: 0.0311731 | Time: 1561.59 ms
[2022-01-11 13:57:52 main:574] : INFO : Epoch 1550 | loss: 0.0311346 | val_loss: 0.031175 | Time: 1604.83 ms
[2022-01-11 13:57:53 main:574] : INFO : Epoch 1551 | loss: 0.0311279 | val_loss: 0.0311735 | Time: 1607.96 ms
[2022-01-11 13:57:55 main:574] : INFO : Epoch 1552 | loss: 0.0311262 | val_loss: 0.0311776 | Time: 1587.5 ms
[2022-01-11 13:57:56 main:574] : INFO : Epoch 1553 | loss: 0.0311249 | val_loss: 0.0311732 | Time: 1524.46 ms
[2022-01-11 13:57:58 main:574] : INFO : Epoch 1554 | loss: 0.0311232 | val_loss: 0.0311736 | Time: 1549.88 ms
[2022-01-11 13:57:59 main:574] : INFO : Epoch 1555 | loss: 0.031127 | val_loss: 0.0311771 | Time: 1538.04 ms
[2022-01-11 13:58:01 main:574] : INFO : Epoch 1556 | loss: 0.0311224 | val_loss: 0.0311717 | Time: 1585.71 ms
[2022-01-11 13:58:03 main:574] : INFO : Epoch 1557 | loss: 0.0311192 | val_loss: 0.0311742 | Time: 1602.91 ms
[2022-01-11 13:58:04 main:574] : INFO : Epoch 1558 | loss: 0.0311237 | val_loss: 0.031173 | Time: 1566.23 ms
[2022-01-11 13:58:06 main:574] : INFO : Epoch 1559 | loss: 0.0311258 | val_loss: 0.0311821 | Time: 1584.67 ms
[2022-01-11 13:58:07 main:574] : INFO : Epoch 1560 | loss: 0.0311214 | val_loss: 0.0311741 | Time: 1583.34 ms
[2022-01-11 13:58:09 main:574] : INFO : Epoch 1561 | loss: 0.0311176 | val_loss: 0.0311771 | Time: 1612.38 ms
[2022-01-11 13:58:10 main:574] : INFO : Epoch 1562 | loss: 0.0311189 | val_loss: 0.0311757 | Time: 1567.81 ms
[2022-01-11 13:58:12 main:574] : INFO : Epoch 1563 | loss: 0.0311146 | val_loss: 0.031178 | Time: 1569.48 ms
[2022-01-11 13:58:14 main:574] : INFO : Epoch 1564 | loss: 0.0311186 | val_loss: 0.0311843 | Time: 1580.43 ms
[2022-01-11 13:58:15 main:574] : INFO : Epoch 1565 | loss: 0.0311148 | val_loss: 0.0311824 | Time: 1595.34 ms
[2022-01-11 13:58:17 main:574] : INFO : Epoch 1566 | loss: 0.0311119 | val_loss: 0.0311775 | Time: 1592.1 ms
[2022-01-11 13:58:18 main:574] : INFO : Epoch 1567 | loss: 0.0311128 | val_loss: 0.0311829 | Time: 1559.17 ms
[2022-01-11 13:58:20 main:574] : INFO : Epoch 1568 | loss: 0.0311126 | val_loss: 0.0311883 | Time: 1545.69 ms
[2022-01-11 13:58:22 main:574] : INFO : Epoch 1569 | loss: 0.0311125 | val_loss: 0.0311746 | Time: 1605.62 ms
[2022-01-11 13:58:23 main:574] : INFO : Epoch 1570 | loss: 0.0311256 | val_loss: 0.0312162 | Time: 1552.27 ms
[2022-01-11 13:58:25 main:574] : INFO : Epoch 1571 | loss: 0.0311797 | val_loss: 0.0311781 | Time: 1565.91 ms
[2022-01-11 13:58:26 main:574] : INFO : Epoch 1572 | loss: 0.0311651 | val_loss: 0.0311757 | Time: 1622.56 ms
[2022-01-11 13:58:28 main:574] : INFO : Epoch 1573 | loss: 0.031154 | val_loss: 0.0311773 | Time: 1558.33 ms
[2022-01-11 13:58:29 main:574] : INFO : Epoch 1574 | loss: 0.0311471 | val_loss: 0.0311589 | Time: 1569.72 ms
[2022-01-11 13:58:31 main:574] : INFO : Epoch 1575 | loss: 0.0311416 | val_loss: 0.0311714 | Time: 1575.66 ms
[2022-01-11 13:58:33 main:574] : INFO : Epoch 1576 | loss: 0.031139 | val_loss: 0.031162 | Time: 1552.43 ms
[2022-01-11 13:58:34 main:574] : INFO : Epoch 1577 | loss: 0.0311424 | val_loss: 0.0311635 | Time: 1576.5 ms
[2022-01-11 13:58:36 main:574] : INFO : Epoch 1578 | loss: 0.0311436 | val_loss: 0.0311649 | Time: 1566.04 ms
[2022-01-11 13:58:37 main:574] : INFO : Epoch 1579 | loss: 0.0311397 | val_loss: 0.0311667 | Time: 1595.89 ms
[2022-01-11 13:58:39 main:574] : INFO : Epoch 1580 | loss: 0.0311363 | val_loss: 0.0311722 | Time: 1564.3 ms
[2022-01-11 13:58:40 main:574] : INFO : Epoch 1581 | loss: 0.0311421 | val_loss: 0.0311714 | Time: 1576.29 ms
[2022-01-11 13:58:42 main:574] : INFO : Epoch 1582 | loss: 0.0311386 | val_loss: 0.0311694 | Time: 1537.39 ms
[2022-01-11 13:58:44 main:574] : INFO : Epoch 1583 | loss: 0.0311366 | val_loss: 0.0311684 | Time: 1566.88 ms
[2022-01-11 13:58:45 main:574] : INFO : Epoch 1584 | loss: 0.0311345 | val_loss: 0.0311665 | Time: 1545.25 ms
[2022-01-11 13:58:47 main:574] : INFO : Epoch 1585 | loss: 0.0311332 | val_loss: 0.0311712 | Time: 1561.38 ms
[2022-01-11 13:58:48 main:574] : INFO : Epoch 1586 | loss: 0.0311335 | val_loss: 0.0311655 | Time: 1513.87 ms
[2022-01-11 13:58:50 main:574] : INFO : Epoch 1587 | loss: 0.0311314 | val_loss: 0.031162 | Time: 1518.52 ms
[2022-01-11 13:58:51 main:574] : INFO : Epoch 1588 | loss: 0.0311287 | val_loss: 0.0311634 | Time: 1559.67 ms
[2022-01-11 13:58:53 main:574] : INFO : Epoch 1589 | loss: 0.0311258 | val_loss: 0.0311656 | Time: 1576.06 ms
[2022-01-11 13:58:54 main:574] : INFO : Epoch 1590 | loss: 0.0311254 | val_loss: 0.0311698 | Time: 1566.71 ms
[2022-01-11 13:58:56 main:574] : INFO : Epoch 1591 | loss: 0.0311253 | val_loss: 0.0311745 | Time: 1569.22 ms
[2022-01-11 13:58:58 main:574] : INFO : Epoch 1592 | loss: 0.031124 | val_loss: 0.0311675 | Time: 1537.38 ms
[2022-01-11 13:58:59 main:574] : INFO : Epoch 1593 | loss: 0.0311246 | val_loss: 0.0311686 | Time: 1614.33 ms
[2022-01-11 13:59:01 main:574] : INFO : Epoch 1594 | loss: 0.0311228 | val_loss: 0.0311654 | Time: 1574.77 ms
[2022-01-11 13:59:02 main:574] : INFO : Epoch 1595 | loss: 0.0311274 | val_loss: 0.0311731 | Time: 1593.44 ms
[2022-01-11 13:59:04 main:574] : INFO : Epoch 1596 | loss: 0.0311313 | val_loss: 0.0311776 | Time: 1595.26 ms
[2022-01-11 13:59:06 main:574] : INFO : Epoch 1597 | loss: 0.0311297 | val_loss: 0.0311712 | Time: 1608.12 ms
[2022-01-11 13:59:07 main:574] : INFO : Epoch 1598 | loss: 0.0311308 | val_loss: 0.0311704 | Time: 1561.45 ms
[2022-01-11 13:59:09 main:574] : INFO : Epoch 1599 | loss: 0.031127 | val_loss: 0.0311777 | Time: 1601.14 ms
[2022-01-11 13:59:10 main:574] : INFO : Epoch 1600 | loss: 0.0311276 | val_loss: 0.0311746 | Time: 1583.29 ms
[2022-01-11 13:59:12 main:574] : INFO : Epoch 1601 | loss: 0.0311255 | val_loss: 0.031179 | Time: 1563.94 ms
[2022-01-11 13:59:13 main:574] : INFO : Epoch 1602 | loss: 0.0311249 | val_loss: 0.031179 | Time: 1555 ms
[2022-01-11 13:59:15 main:574] : INFO : Epoch 1603 | loss: 0.0311271 | val_loss: 0.0311892 | Time: 1585.42 ms
[2022-01-11 13:59:17 main:574] : INFO : Epoch 1604 | loss: 0.0311263 | val_loss: 0.0311747 | Time: 1607.17 ms
[2022-01-11 13:59:18 main:574] : INFO : Epoch 1605 | loss: 0.0311234 | val_loss: 0.0311836 | Time: 1587.29 ms
[2022-01-11 13:59:20 main:574] : INFO : Epoch 1606 | loss: 0.0311226 | val_loss: 0.0311782 | Time: 1600.59 ms
[2022-01-11 13:59:21 main:574] : INFO : Epoch 1607 | loss: 0.031122 | val_loss: 0.0311763 | Time: 1543.98 ms
[2022-01-11 13:59:23 main:574] : INFO : Epoch 1608 | loss: 0.0311212 | val_loss: 0.0311751 | Time: 1574.95 ms
[2022-01-11 13:59:24 main:574] : INFO : Epoch 1609 | loss: 0.031121 | val_loss: 0.0311759 | Time: 1566.55 ms
[2022-01-11 13:59:26 main:574] : INFO : Epoch 1610 | loss: 0.0311226 | val_loss: 0.0311752 | Time: 1585.87 ms
[2022-01-11 13:59:28 main:574] : INFO : Epoch 1611 | loss: 0.0311241 | val_loss: 0.0311765 | Time: 1556.09 ms
[2022-01-11 13:59:29 main:574] : INFO : Epoch 1612 | loss: 0.0311211 | val_loss: 0.0311799 | Time: 1606.55 ms
[2022-01-11 13:59:31 main:574] : INFO : Epoch 1613 | loss: 0.031119 | val_loss: 0.0311728 | Time: 1575.47 ms
[2022-01-11 13:59:32 main:574] : INFO : Epoch 1614 | loss: 0.0311186 | val_loss: 0.0311682 | Time: 1571.36 ms
[2022-01-11 13:59:34 main:574] : INFO : Epoch 1615 | loss: 0.0311171 | val_loss: 0.031168 | Time: 1592.82 ms
[2022-01-11 13:59:36 main:574] : INFO : Epoch 1616 | loss: 0.0311156 | val_loss: 0.0311709 | Time: 1613.18 ms
[2022-01-11 13:59:37 main:574] : INFO : Epoch 1617 | loss: 0.0311174 | val_loss: 0.0311722 | Time: 1606.75 ms
[2022-01-11 13:59:39 main:574] : INFO : Epoch 1618 | loss: 0.0311165 | val_loss: 0.0311755 | Time: 1525.74 ms
[2022-01-11 13:59:40 main:574] : INFO : Epoch 1619 | loss: 0.0311157 | val_loss: 0.0311736 | Time: 1556.89 ms
[2022-01-11 13:59:42 main:574] : INFO : Epoch 1620 | loss: 0.0311174 | val_loss: 0.0311834 | Time: 1566.23 ms
[2022-01-11 13:59:43 main:574] : INFO : Epoch 1621 | loss: 0.0311137 | val_loss: 0.0311714 | Time: 1596.61 ms
[2022-01-11 13:59:45 main:574] : INFO : Epoch 1622 | loss: 0.031114 | val_loss: 0.0311682 | Time: 1574.66 ms
[2022-01-11 13:59:47 main:574] : INFO : Epoch 1623 | loss: 0.0311123 | val_loss: 0.0311733 | Time: 1568.15 ms
[2022-01-11 13:59:48 main:574] : INFO : Epoch 1624 | loss: 0.0311132 | val_loss: 0.0311816 | Time: 1642.68 ms
[2022-01-11 13:59:50 main:574] : INFO : Epoch 1625 | loss: 0.0311131 | val_loss: 0.0311765 | Time: 1575.57 ms
[2022-01-11 13:59:51 main:574] : INFO : Epoch 1626 | loss: 0.0311175 | val_loss: 0.031167 | Time: 1543.68 ms
[2022-01-11 13:59:53 main:574] : INFO : Epoch 1627 | loss: 0.0311195 | val_loss: 0.0311787 | Time: 1600.64 ms
[2022-01-11 13:59:55 main:574] : INFO : Epoch 1628 | loss: 0.031128 | val_loss: 0.0311761 | Time: 1573.6 ms
[2022-01-11 13:59:56 main:574] : INFO : Epoch 1629 | loss: 0.0311243 | val_loss: 0.0311759 | Time: 1564.96 ms
[2022-01-11 13:59:58 main:574] : INFO : Epoch 1630 | loss: 0.0311185 | val_loss: 0.0311761 | Time: 1542.4 ms
[2022-01-11 13:59:59 main:574] : INFO : Epoch 1631 | loss: 0.0311194 | val_loss: 0.0311736 | Time: 1539.84 ms
[2022-01-11 14:00:01 main:574] : INFO : Epoch 1632 | loss: 0.0311171 | val_loss: 0.0311778 | Time: 1583.49 ms
[2022-01-11 14:00:02 main:574] : INFO : Epoch 1633 | loss: 0.0311197 | val_loss: 0.0311777 | Time: 1609.72 ms
[2022-01-11 14:00:04 main:574] : INFO : Epoch 1634 | loss: 0.0311204 | val_loss: 0.0311709 | Time: 1598.06 ms
[2022-01-11 14:00:06 main:574] : INFO : Epoch 1635 | loss: 0.0311173 | val_loss: 0.0311742 | Time: 1598.44 ms
[2022-01-11 14:00:07 main:574] : INFO : Epoch 1636 | loss: 0.0311175 | val_loss: 0.0311667 | Time: 1624.23 ms
[2022-01-11 14:00:09 main:574] : INFO : Epoch 1637 | loss: 0.0311181 | val_loss: 0.0311786 | Time: 1528.25 ms
[2022-01-11 14:00:10 main:574] : INFO : Epoch 1638 | loss: 0.031115 | val_loss: 0.031174 | Time: 1546.6 ms
[2022-01-11 14:00:12 main:574] : INFO : Epoch 1639 | loss: 0.0311158 | val_loss: 0.0311753 | Time: 1572.85 ms
[2022-01-11 14:00:13 main:574] : INFO : Epoch 1640 | loss: 0.0311141 | val_loss: 0.0311721 | Time: 1604.8 ms
[2022-01-11 14:00:15 main:574] : INFO : Epoch 1641 | loss: 0.0311101 | val_loss: 0.0311719 | Time: 1570.23 ms
[2022-01-11 14:00:17 main:574] : INFO : Epoch 1642 | loss: 0.0311096 | val_loss: 0.031177 | Time: 1538.77 ms
[2022-01-11 14:00:18 main:574] : INFO : Epoch 1643 | loss: 0.031112 | val_loss: 0.0311691 | Time: 1567.69 ms
[2022-01-11 14:00:20 main:574] : INFO : Epoch 1644 | loss: 0.0311111 | val_loss: 0.0311761 | Time: 1556.26 ms
[2022-01-11 14:00:21 main:574] : INFO : Epoch 1645 | loss: 0.0311101 | val_loss: 0.0311756 | Time: 1581.96 ms
[2022-01-11 14:00:23 main:574] : INFO : Epoch 1646 | loss: 0.031115 | val_loss: 0.0311728 | Time: 1590.9 ms
[2022-01-11 14:00:24 main:574] : INFO : Epoch 1647 | loss: 0.0311184 | val_loss: 0.0311709 | Time: 1557.96 ms
[2022-01-11 14:00:26 main:574] : INFO : Epoch 1648 | loss: 0.0311279 | val_loss: 0.0311748 | Time: 1583.6 ms
[2022-01-11 14:00:28 main:574] : INFO : Epoch 1649 | loss: 0.0311251 | val_loss: 0.0311728 | Time: 1568.84 ms
[2022-01-11 14:00:29 main:574] : INFO : Epoch 1650 | loss: 0.0311237 | val_loss: 0.0311668 | Time: 1571.88 ms
[2022-01-11 14:00:31 main:574] : INFO : Epoch 1651 | loss: 0.0311256 | val_loss: 0.031168 | Time: 1605.98 ms
[2022-01-11 14:00:32 main:574] : INFO : Epoch 1652 | loss: 0.0311281 | val_loss: 0.0311658 | Time: 1618.58 ms
[2022-01-11 14:00:34 main:574] : INFO : Epoch 1653 | loss: 0.0311312 | val_loss: 0.0311727 | Time: 1599.59 ms
[2022-01-11 14:00:36 main:574] : INFO : Epoch 1654 | loss: 0.0311241 | val_loss: 0.031172 | Time: 1611.13 ms
[2022-01-11 14:00:37 main:574] : INFO : Epoch 1655 | loss: 0.031124 | val_loss: 0.0311738 | Time: 1611.88 ms
[2022-01-11 14:00:39 main:574] : INFO : Epoch 1656 | loss: 0.0311217 | val_loss: 0.0311684 | Time: 1604.58 ms
[2022-01-11 14:00:40 main:574] : INFO : Epoch 1657 | loss: 0.0311181 | val_loss: 0.0311745 | Time: 1596.96 ms
[2022-01-11 14:00:42 main:574] : INFO : Epoch 1658 | loss: 0.0311203 | val_loss: 0.0311698 | Time: 1613.77 ms
[2022-01-11 14:00:44 main:574] : INFO : Epoch 1659 | loss: 0.0311256 | val_loss: 0.0311708 | Time: 1573.91 ms
[2022-01-11 14:00:45 main:574] : INFO : Epoch 1660 | loss: 0.0311226 | val_loss: 0.0311707 | Time: 1590.68 ms
[2022-01-11 14:00:47 main:574] : INFO : Epoch 1661 | loss: 0.0311199 | val_loss: 0.0311704 | Time: 1596.13 ms
[2022-01-11 14:00:48 main:574] : INFO : Epoch 1662 | loss: 0.0311241 | val_loss: 0.0311721 | Time: 1620.81 ms
[2022-01-11 14:00:50 main:574] : INFO : Epoch 1663 | loss: 0.0311248 | val_loss: 0.0311793 | Time: 1587.46 ms
[2022-01-11 14:00:52 main:574] : INFO : Epoch 1664 | loss: 0.0311264 | val_loss: 0.0311722 | Time: 1563.35 ms
[2022-01-11 14:00:53 main:574] : INFO : Epoch 1665 | loss: 0.0311503 | val_loss: 0.0311837 | Time: 1591.67 ms
[2022-01-11 14:00:55 main:574] : INFO : Epoch 1666 | loss: 0.0311623 | val_loss: 0.0311778 | Time: 1569.47 ms
[2022-01-11 14:00:56 main:574] : INFO : Epoch 1667 | loss: 0.0311559 | val_loss: 0.0311773 | Time: 1607.68 ms
[2022-01-11 14:00:58 main:574] : INFO : Epoch 1668 | loss: 0.0311486 | val_loss: 0.0311685 | Time: 1609.29 ms
[2022-01-11 14:01:00 main:574] : INFO : Epoch 1669 | loss: 0.0311402 | val_loss: 0.0311699 | Time: 1575.34 ms
[2022-01-11 14:01:01 main:574] : INFO : Epoch 1670 | loss: 0.0311367 | val_loss: 0.0311703 | Time: 1560.35 ms
[2022-01-11 14:01:03 main:574] : INFO : Epoch 1671 | loss: 0.0311355 | val_loss: 0.0311718 | Time: 1566.78 ms
[2022-01-11 14:01:04 main:574] : INFO : Epoch 1672 | loss: 0.0311346 | val_loss: 0.0311691 | Time: 1625.41 ms
[2022-01-11 14:01:06 main:574] : INFO : Epoch 1673 | loss: 0.0311312 | val_loss: 0.0311697 | Time: 1616.44 ms
[2022-01-11 14:01:08 main:574] : INFO : Epoch 1674 | loss: 0.0311298 | val_loss: 0.0311661 | Time: 1610.46 ms
[2022-01-11 14:01:09 main:574] : INFO : Epoch 1675 | loss: 0.0311352 | val_loss: 0.031172 | Time: 1593.91 ms
[2022-01-11 14:01:11 main:574] : INFO : Epoch 1676 | loss: 0.0311386 | val_loss: 0.0311684 | Time: 1589.62 ms
[2022-01-11 14:01:12 main:574] : INFO : Epoch 1677 | loss: 0.0311354 | val_loss: 0.0311664 | Time: 1573.21 ms
[2022-01-11 14:01:14 main:574] : INFO : Epoch 1678 | loss: 0.0311319 | val_loss: 0.0311742 | Time: 1599.43 ms
[2022-01-11 14:01:16 main:574] : INFO : Epoch 1679 | loss: 0.0311316 | val_loss: 0.0311691 | Time: 1551.67 ms
[2022-01-11 14:01:17 main:574] : INFO : Epoch 1680 | loss: 0.0311283 | val_loss: 0.0311736 | Time: 1583.09 ms
[2022-01-11 14:01:19 main:574] : INFO : Epoch 1681 | loss: 0.0311266 | val_loss: 0.0311857 | Time: 1563.81 ms
[2022-01-11 14:01:20 main:574] : INFO : Epoch 1682 | loss: 0.0311275 | val_loss: 0.0311759 | Time: 1558.03 ms
[2022-01-11 14:01:22 main:574] : INFO : Epoch 1683 | loss: 0.031126 | val_loss: 0.031174 | Time: 1554.5 ms
[2022-01-11 14:01:23 main:574] : INFO : Epoch 1684 | loss: 0.031128 | val_loss: 0.0311689 | Time: 1570.25 ms
[2022-01-11 14:01:25 main:574] : INFO : Epoch 1685 | loss: 0.0311234 | val_loss: 0.0311746 | Time: 1547.37 ms
[2022-01-11 14:01:26 main:574] : INFO : Epoch 1686 | loss: 0.0311246 | val_loss: 0.0311688 | Time: 1580.3 ms
[2022-01-11 14:01:28 main:574] : INFO : Epoch 1687 | loss: 0.0311235 | val_loss: 0.0311751 | Time: 1557.08 ms
[2022-01-11 14:01:30 main:574] : INFO : Epoch 1688 | loss: 0.0311228 | val_loss: 0.0311712 | Time: 1595.48 ms
[2022-01-11 14:01:31 main:574] : INFO : Epoch 1689 | loss: 0.0311233 | val_loss: 0.0311735 | Time: 1561.01 ms
[2022-01-11 14:01:33 main:574] : INFO : Epoch 1690 | loss: 0.0311224 | val_loss: 0.0311717 | Time: 1572.05 ms
[2022-01-11 14:01:34 main:574] : INFO : Epoch 1691 | loss: 0.0311225 | val_loss: 0.0311726 | Time: 1576.11 ms
[2022-01-11 14:01:36 main:574] : INFO : Epoch 1692 | loss: 0.0311194 | val_loss: 0.0311769 | Time: 1601.48 ms
[2022-01-11 14:01:38 main:574] : INFO : Epoch 1693 | loss: 0.0311191 | val_loss: 0.0311715 | Time: 1574.14 ms
[2022-01-11 14:01:39 main:574] : INFO : Epoch 1694 | loss: 0.0311195 | val_loss: 0.0311715 | Time: 1516.66 ms
[2022-01-11 14:01:41 main:574] : INFO : Epoch 1695 | loss: 0.0311204 | val_loss: 0.031171 | Time: 1560.6 ms
[2022-01-11 14:01:42 main:574] : INFO : Epoch 1696 | loss: 0.031119 | val_loss: 0.0311634 | Time: 1614.37 ms
[2022-01-11 14:01:44 main:574] : INFO : Epoch 1697 | loss: 0.0311268 | val_loss: 0.0311802 | Time: 1572.32 ms
[2022-01-11 14:01:45 main:574] : INFO : Epoch 1698 | loss: 0.0311625 | val_loss: 0.0314419 | Time: 1525.75 ms
[2022-01-11 14:01:47 main:574] : INFO : Epoch 1699 | loss: 0.0360606 | val_loss: 0.0316302 | Time: 1600.91 ms
[2022-01-11 14:01:49 main:574] : INFO : Epoch 1700 | loss: 0.0368829 | val_loss: 0.0330434 | Time: 1609.23 ms
[2022-01-11 14:01:50 main:574] : INFO : Epoch 1701 | loss: 0.0319281 | val_loss: 0.0315308 | Time: 1599.05 ms
[2022-01-11 14:01:52 main:574] : INFO : Epoch 1702 | loss: 0.0313584 | val_loss: 0.0312987 | Time: 1597.18 ms
[2022-01-11 14:01:53 main:574] : INFO : Epoch 1703 | loss: 0.0312725 | val_loss: 0.0312616 | Time: 1601.67 ms
[2022-01-11 14:01:55 main:574] : INFO : Epoch 1704 | loss: 0.0312565 | val_loss: 0.0312539 | Time: 1534.31 ms
[2022-01-11 14:01:56 main:574] : INFO : Epoch 1705 | loss: 0.0312526 | val_loss: 0.0312516 | Time: 1550.56 ms
[2022-01-11 14:01:58 main:574] : INFO : Epoch 1706 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1575.34 ms
[2022-01-11 14:02:00 main:574] : INFO : Epoch 1707 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 1568.33 ms
[2022-01-11 14:02:01 main:574] : INFO : Epoch 1708 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1603.32 ms
[2022-01-11 14:02:03 main:574] : INFO : Epoch 1709 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 1625.6 ms
[2022-01-11 14:02:04 main:574] : INFO : Epoch 1710 | loss: 0.031246 | val_loss: 0.0312447 | Time: 1618.04 ms
[2022-01-11 14:02:06 main:574] : INFO : Epoch 1711 | loss: 0.0312443 | val_loss: 0.0312426 | Time: 1580.14 ms
[2022-01-11 14:02:08 main:574] : INFO : Epoch 1712 | loss: 0.0312417 | val_loss: 0.0312395 | Time: 1568.84 ms
[2022-01-11 14:02:09 main:574] : INFO : Epoch 1713 | loss: 0.0312382 | val_loss: 0.0312347 | Time: 1572.03 ms
[2022-01-11 14:02:11 main:574] : INFO : Epoch 1714 | loss: 0.0312333 | val_loss: 0.0312282 | Time: 1593.78 ms
[2022-01-11 14:02:12 main:574] : INFO : Epoch 1715 | loss: 0.0312254 | val_loss: 0.0312167 | Time: 1579.57 ms
[2022-01-11 14:02:14 main:574] : INFO : Epoch 1716 | loss: 0.0312113 | val_loss: 0.0312029 | Time: 1600.82 ms
[2022-01-11 14:02:16 main:574] : INFO : Epoch 1717 | loss: 0.0311994 | val_loss: 0.0311936 | Time: 1590.43 ms
[2022-01-11 14:02:17 main:574] : INFO : Epoch 1718 | loss: 0.0311916 | val_loss: 0.031188 | Time: 1608.24 ms
[2022-01-11 14:02:19 main:574] : INFO : Epoch 1719 | loss: 0.0311874 | val_loss: 0.0311853 | Time: 1575.46 ms
[2022-01-11 14:02:20 main:574] : INFO : Epoch 1720 | loss: 0.0311847 | val_loss: 0.0311834 | Time: 1580.89 ms
[2022-01-11 14:02:22 main:574] : INFO : Epoch 1721 | loss: 0.0311828 | val_loss: 0.0311819 | Time: 1603.77 ms
[2022-01-11 14:02:24 main:574] : INFO : Epoch 1722 | loss: 0.0311822 | val_loss: 0.0311809 | Time: 1589.08 ms
[2022-01-11 14:02:25 main:574] : INFO : Epoch 1723 | loss: 0.0311816 | val_loss: 0.0311797 | Time: 1608.33 ms
[2022-01-11 14:02:27 main:574] : INFO : Epoch 1724 | loss: 0.0311793 | val_loss: 0.0311774 | Time: 1550.94 ms
[2022-01-11 14:02:28 main:574] : INFO : Epoch 1725 | loss: 0.0311765 | val_loss: 0.0311751 | Time: 1580.9 ms
[2022-01-11 14:02:30 main:574] : INFO : Epoch 1726 | loss: 0.0311741 | val_loss: 0.0311728 | Time: 1562.15 ms
[2022-01-11 14:02:31 main:574] : INFO : Epoch 1727 | loss: 0.0311729 | val_loss: 0.0311717 | Time: 1581.12 ms
[2022-01-11 14:02:33 main:574] : INFO : Epoch 1728 | loss: 0.0311711 | val_loss: 0.0311726 | Time: 1566.5 ms
[2022-01-11 14:02:35 main:574] : INFO : Epoch 1729 | loss: 0.0311701 | val_loss: 0.0311703 | Time: 1578.49 ms
[2022-01-11 14:02:36 main:574] : INFO : Epoch 1730 | loss: 0.0311709 | val_loss: 0.03117 | Time: 1598.33 ms
[2022-01-11 14:02:38 main:574] : INFO : Epoch 1731 | loss: 0.0311675 | val_loss: 0.0311698 | Time: 1599.61 ms
[2022-01-11 14:02:39 main:574] : INFO : Epoch 1732 | loss: 0.0311663 | val_loss: 0.0311694 | Time: 1590.14 ms
[2022-01-11 14:02:41 main:574] : INFO : Epoch 1733 | loss: 0.0311661 | val_loss: 0.0311684 | Time: 1499.55 ms
[2022-01-11 14:02:42 main:574] : INFO : Epoch 1734 | loss: 0.0311645 | val_loss: 0.0311681 | Time: 1539.31 ms
[2022-01-11 14:02:44 main:574] : INFO : Epoch 1735 | loss: 0.0311651 | val_loss: 0.0311667 | Time: 1525.04 ms
[2022-01-11 14:02:45 main:574] : INFO : Epoch 1736 | loss: 0.0311639 | val_loss: 0.0311665 | Time: 1542.5 ms
[2022-01-11 14:02:47 main:574] : INFO : Epoch 1737 | loss: 0.031162 | val_loss: 0.0311662 | Time: 1533.3 ms
[2022-01-11 14:02:49 main:574] : INFO : Epoch 1738 | loss: 0.031162 | val_loss: 0.0311647 | Time: 1576.69 ms
[2022-01-11 14:02:50 main:574] : INFO : Epoch 1739 | loss: 0.0311626 | val_loss: 0.031167 | Time: 1595.74 ms
[2022-01-11 14:02:52 main:574] : INFO : Epoch 1740 | loss: 0.0311627 | val_loss: 0.0311672 | Time: 1560.67 ms
[2022-01-11 14:02:53 main:574] : INFO : Epoch 1741 | loss: 0.0311614 | val_loss: 0.0311651 | Time: 1587.78 ms
[2022-01-11 14:02:55 main:574] : INFO : Epoch 1742 | loss: 0.0311617 | val_loss: 0.0311698 | Time: 1567.88 ms
[2022-01-11 14:02:56 main:574] : INFO : Epoch 1743 | loss: 0.0311648 | val_loss: 0.031164 | Time: 1571 ms
[2022-01-11 14:02:58 main:574] : INFO : Epoch 1744 | loss: 0.0311606 | val_loss: 0.031165 | Time: 1579.15 ms
[2022-01-11 14:03:00 main:574] : INFO : Epoch 1745 | loss: 0.0311614 | val_loss: 0.0311708 | Time: 1516.89 ms
[2022-01-11 14:03:01 main:574] : INFO : Epoch 1746 | loss: 0.0311682 | val_loss: 0.0311723 | Time: 1567.02 ms
[2022-01-11 14:03:03 main:574] : INFO : Epoch 1747 | loss: 0.0311645 | val_loss: 0.031169 | Time: 1561.66 ms
[2022-01-11 14:03:04 main:574] : INFO : Epoch 1748 | loss: 0.0311651 | val_loss: 0.0311694 | Time: 1577.76 ms
[2022-01-11 14:03:06 main:574] : INFO : Epoch 1749 | loss: 0.0311686 | val_loss: 0.0311677 | Time: 1613.35 ms
[2022-01-11 14:03:08 main:574] : INFO : Epoch 1750 | loss: 0.0311647 | val_loss: 0.0311718 | Time: 1604.17 ms
[2022-01-11 14:03:09 main:574] : INFO : Epoch 1751 | loss: 0.0311651 | val_loss: 0.0311673 | Time: 1578.69 ms
[2022-01-11 14:03:11 main:574] : INFO : Epoch 1752 | loss: 0.031164 | val_loss: 0.0311699 | Time: 1595.67 ms
[2022-01-11 14:03:12 main:574] : INFO : Epoch 1753 | loss: 0.0311665 | val_loss: 0.0311688 | Time: 1614.15 ms
[2022-01-11 14:03:14 main:574] : INFO : Epoch 1754 | loss: 0.0311612 | val_loss: 0.0311682 | Time: 1584.85 ms
[2022-01-11 14:03:15 main:574] : INFO : Epoch 1755 | loss: 0.0311621 | val_loss: 0.0311667 | Time: 1561.54 ms
[2022-01-11 14:03:17 main:574] : INFO : Epoch 1756 | loss: 0.031165 | val_loss: 0.0311717 | Time: 1576.36 ms
[2022-01-11 14:03:19 main:574] : INFO : Epoch 1757 | loss: 0.0311682 | val_loss: 0.0311747 | Time: 1560.88 ms
[2022-01-11 14:03:20 main:574] : INFO : Epoch 1758 | loss: 0.0311666 | val_loss: 0.0311691 | Time: 1584.1 ms
[2022-01-11 14:03:22 main:574] : INFO : Epoch 1759 | loss: 0.0311634 | val_loss: 0.0311661 | Time: 1583.61 ms
[2022-01-11 14:03:23 main:574] : INFO : Epoch 1760 | loss: 0.0311641 | val_loss: 0.0311661 | Time: 1557.73 ms
[2022-01-11 14:03:25 main:574] : INFO : Epoch 1761 | loss: 0.0311622 | val_loss: 0.0311681 | Time: 1590.96 ms
[2022-01-11 14:03:27 main:574] : INFO : Epoch 1762 | loss: 0.0311603 | val_loss: 0.0311686 | Time: 1608.57 ms
[2022-01-11 14:03:28 main:574] : INFO : Epoch 1763 | loss: 0.0311621 | val_loss: 0.0311666 | Time: 1583.06 ms
[2022-01-11 14:03:30 main:574] : INFO : Epoch 1764 | loss: 0.0311625 | val_loss: 0.0311744 | Time: 1586.08 ms
[2022-01-11 14:03:31 main:574] : INFO : Epoch 1765 | loss: 0.0311606 | val_loss: 0.03117 | Time: 1597.94 ms
[2022-01-11 14:03:33 main:574] : INFO : Epoch 1766 | loss: 0.0311576 | val_loss: 0.0311668 | Time: 1552.16 ms
[2022-01-11 14:03:34 main:574] : INFO : Epoch 1767 | loss: 0.0311563 | val_loss: 0.0311668 | Time: 1559.84 ms
[2022-01-11 14:03:36 main:574] : INFO : Epoch 1768 | loss: 0.0311588 | val_loss: 0.0311705 | Time: 1589.28 ms
[2022-01-11 14:03:38 main:574] : INFO : Epoch 1769 | loss: 0.0311617 | val_loss: 0.0311721 | Time: 1545.29 ms
[2022-01-11 14:03:39 main:574] : INFO : Epoch 1770 | loss: 0.031157 | val_loss: 0.0311662 | Time: 1566.4 ms
[2022-01-11 14:03:41 main:574] : INFO : Epoch 1771 | loss: 0.0311539 | val_loss: 0.0311731 | Time: 1603.05 ms
[2022-01-11 14:03:42 main:574] : INFO : Epoch 1772 | loss: 0.0311579 | val_loss: 0.0311706 | Time: 1581.57 ms
[2022-01-11 14:03:44 main:574] : INFO : Epoch 1773 | loss: 0.0311547 | val_loss: 0.0311695 | Time: 1577.82 ms
[2022-01-11 14:03:46 main:574] : INFO : Epoch 1774 | loss: 0.0311537 | val_loss: 0.031166 | Time: 1617.86 ms
[2022-01-11 14:03:47 main:574] : INFO : Epoch 1775 | loss: 0.0311526 | val_loss: 0.0311658 | Time: 1561.68 ms
[2022-01-11 14:03:49 main:574] : INFO : Epoch 1776 | loss: 0.0311526 | val_loss: 0.0311702 | Time: 1599.75 ms
[2022-01-11 14:03:50 main:574] : INFO : Epoch 1777 | loss: 0.0311574 | val_loss: 0.0311965 | Time: 1562.9 ms
[2022-01-11 14:03:52 main:574] : INFO : Epoch 1778 | loss: 0.0311586 | val_loss: 0.0311679 | Time: 1539.51 ms
[2022-01-11 14:03:53 main:574] : INFO : Epoch 1779 | loss: 0.0311527 | val_loss: 0.0311655 | Time: 1574.14 ms
[2022-01-11 14:03:55 main:574] : INFO : Epoch 1780 | loss: 0.0311504 | val_loss: 0.0311651 | Time: 1564.12 ms
[2022-01-11 14:03:57 main:574] : INFO : Epoch 1781 | loss: 0.0311507 | val_loss: 0.0311718 | Time: 1574.86 ms
[2022-01-11 14:03:58 main:574] : INFO : Epoch 1782 | loss: 0.031157 | val_loss: 0.0311653 | Time: 1590.88 ms
[2022-01-11 14:04:00 main:574] : INFO : Epoch 1783 | loss: 0.0311542 | val_loss: 0.0311657 | Time: 1585.38 ms
[2022-01-11 14:04:01 main:574] : INFO : Epoch 1784 | loss: 0.0311553 | val_loss: 0.0311673 | Time: 1609.23 ms
[2022-01-11 14:04:03 main:574] : INFO : Epoch 1785 | loss: 0.0311596 | val_loss: 0.0311654 | Time: 1556.07 ms
[2022-01-11 14:04:04 main:574] : INFO : Epoch 1786 | loss: 0.0311553 | val_loss: 0.0311626 | Time: 1578.9 ms
[2022-01-11 14:04:06 main:574] : INFO : Epoch 1787 | loss: 0.0311535 | val_loss: 0.0311631 | Time: 1576.48 ms
[2022-01-11 14:04:08 main:574] : INFO : Epoch 1788 | loss: 0.031154 | val_loss: 0.0311626 | Time: 1557.82 ms
[2022-01-11 14:04:09 main:574] : INFO : Epoch 1789 | loss: 0.0311519 | val_loss: 0.0311612 | Time: 1558.61 ms
[2022-01-11 14:04:11 main:574] : INFO : Epoch 1790 | loss: 0.0311538 | val_loss: 0.0311626 | Time: 1590.77 ms
[2022-01-11 14:04:12 main:574] : INFO : Epoch 1791 | loss: 0.0311519 | val_loss: 0.0311618 | Time: 1579.77 ms
[2022-01-11 14:04:14 main:574] : INFO : Epoch 1792 | loss: 0.031151 | val_loss: 0.0311619 | Time: 1516.83 ms
[2022-01-11 14:04:15 main:574] : INFO : Epoch 1793 | loss: 0.0311497 | val_loss: 0.0311614 | Time: 1551.56 ms
[2022-01-11 14:04:17 main:574] : INFO : Epoch 1794 | loss: 0.0311508 | val_loss: 0.0311715 | Time: 1634.63 ms
[2022-01-11 14:04:19 main:574] : INFO : Epoch 1795 | loss: 0.0311584 | val_loss: 0.0311687 | Time: 1598.95 ms
[2022-01-11 14:04:20 main:574] : INFO : Epoch 1796 | loss: 0.0311555 | val_loss: 0.0311637 | Time: 1539.05 ms
[2022-01-11 14:04:22 main:574] : INFO : Epoch 1797 | loss: 0.0311532 | val_loss: 0.0311633 | Time: 1566.75 ms
[2022-01-11 14:04:23 main:574] : INFO : Epoch 1798 | loss: 0.0311514 | val_loss: 0.0311621 | Time: 1571.67 ms
[2022-01-11 14:04:25 main:574] : INFO : Epoch 1799 | loss: 0.0311534 | val_loss: 0.0311591 | Time: 1589.54 ms
[2022-01-11 14:04:27 main:574] : INFO : Epoch 1800 | loss: 0.0311497 | val_loss: 0.0311582 | Time: 1565.87 ms
[2022-01-11 14:04:28 main:574] : INFO : Epoch 1801 | loss: 0.0311489 | val_loss: 0.0311562 | Time: 1573.02 ms
[2022-01-11 14:04:30 main:574] : INFO : Epoch 1802 | loss: 0.0311527 | val_loss: 0.03116 | Time: 1587.41 ms
[2022-01-11 14:04:31 main:574] : INFO : Epoch 1803 | loss: 0.0311523 | val_loss: 0.0311605 | Time: 1558.43 ms
[2022-01-11 14:04:33 main:574] : INFO : Epoch 1804 | loss: 0.0311484 | val_loss: 0.031158 | Time: 1597.75 ms
[2022-01-11 14:04:34 main:574] : INFO : Epoch 1805 | loss: 0.0311512 | val_loss: 0.031159 | Time: 1623.27 ms
[2022-01-11 14:04:36 main:574] : INFO : Epoch 1806 | loss: 0.0311518 | val_loss: 0.0311666 | Time: 1570.05 ms
[2022-01-11 14:04:38 main:574] : INFO : Epoch 1807 | loss: 0.031148 | val_loss: 0.0311558 | Time: 1603.77 ms
[2022-01-11 14:04:39 main:574] : INFO : Epoch 1808 | loss: 0.0311462 | val_loss: 0.0311558 | Time: 1604 ms
[2022-01-11 14:04:41 main:574] : INFO : Epoch 1809 | loss: 0.031148 | val_loss: 0.0311568 | Time: 1597.73 ms
[2022-01-11 14:04:42 main:574] : INFO : Epoch 1810 | loss: 0.0311442 | val_loss: 0.0311543 | Time: 1598 ms
[2022-01-11 14:04:44 main:574] : INFO : Epoch 1811 | loss: 0.0311453 | val_loss: 0.0311632 | Time: 1642.5 ms
[2022-01-11 14:04:46 main:574] : INFO : Epoch 1812 | loss: 0.0311488 | val_loss: 0.0311617 | Time: 1565.01 ms
[2022-01-11 14:04:47 main:574] : INFO : Epoch 1813 | loss: 0.0311472 | val_loss: 0.0311606 | Time: 1614.64 ms
[2022-01-11 14:04:49 main:574] : INFO : Epoch 1814 | loss: 0.0311481 | val_loss: 0.0311709 | Time: 1613.88 ms
[2022-01-11 14:04:50 main:574] : INFO : Epoch 1815 | loss: 0.0311603 | val_loss: 0.0311598 | Time: 1591.22 ms
[2022-01-11 14:04:52 main:574] : INFO : Epoch 1816 | loss: 0.0311523 | val_loss: 0.0311575 | Time: 1584.05 ms
[2022-01-11 14:04:54 main:574] : INFO : Epoch 1817 | loss: 0.0311471 | val_loss: 0.0311573 | Time: 1548.99 ms
[2022-01-11 14:04:55 main:574] : INFO : Epoch 1818 | loss: 0.0311475 | val_loss: 0.0311602 | Time: 1557.99 ms
[2022-01-11 14:04:57 main:574] : INFO : Epoch 1819 | loss: 0.0311449 | val_loss: 0.0311574 | Time: 1598.19 ms
[2022-01-11 14:04:58 main:574] : INFO : Epoch 1820 | loss: 0.0311476 | val_loss: 0.0311735 | Time: 1631.98 ms
[2022-01-11 14:05:00 main:574] : INFO : Epoch 1821 | loss: 0.0311485 | val_loss: 0.0311566 | Time: 1598.54 ms
[2022-01-11 14:05:02 main:574] : INFO : Epoch 1822 | loss: 0.0311441 | val_loss: 0.0311661 | Time: 1584.86 ms
[2022-01-11 14:05:03 main:574] : INFO : Epoch 1823 | loss: 0.0311504 | val_loss: 0.0311683 | Time: 1598.55 ms
[2022-01-11 14:05:05 main:574] : INFO : Epoch 1824 | loss: 0.0311495 | val_loss: 0.031158 | Time: 1592.28 ms
[2022-01-11 14:05:06 main:574] : INFO : Epoch 1825 | loss: 0.0311452 | val_loss: 0.0311577 | Time: 1543.6 ms
[2022-01-11 14:05:08 main:574] : INFO : Epoch 1826 | loss: 0.0311423 | val_loss: 0.031157 | Time: 1580.71 ms
[2022-01-11 14:05:10 main:574] : INFO : Epoch 1827 | loss: 0.0311433 | val_loss: 0.0311628 | Time: 1588.64 ms
[2022-01-11 14:05:11 main:574] : INFO : Epoch 1828 | loss: 0.031143 | val_loss: 0.031158 | Time: 1616.98 ms
[2022-01-11 14:05:13 main:574] : INFO : Epoch 1829 | loss: 0.0311426 | val_loss: 0.0311623 | Time: 1606.58 ms
[2022-01-11 14:05:14 main:574] : INFO : Epoch 1830 | loss: 0.0311505 | val_loss: 0.0311658 | Time: 1604.24 ms
[2022-01-11 14:05:16 main:574] : INFO : Epoch 1831 | loss: 0.0311573 | val_loss: 0.0311601 | Time: 1630.73 ms
[2022-01-11 14:05:18 main:574] : INFO : Epoch 1832 | loss: 0.0311514 | val_loss: 0.0311603 | Time: 1558.8 ms
[2022-01-11 14:05:19 main:574] : INFO : Epoch 1833 | loss: 0.03115 | val_loss: 0.0311584 | Time: 1606.56 ms
[2022-01-11 14:05:21 main:574] : INFO : Epoch 1834 | loss: 0.0311493 | val_loss: 0.03116 | Time: 1586.85 ms
[2022-01-11 14:05:22 main:574] : INFO : Epoch 1835 | loss: 0.0311496 | val_loss: 0.0311583 | Time: 1601.7 ms
[2022-01-11 14:05:24 main:574] : INFO : Epoch 1836 | loss: 0.0311497 | val_loss: 0.0311598 | Time: 1591.65 ms
[2022-01-11 14:05:26 main:574] : INFO : Epoch 1837 | loss: 0.0311489 | val_loss: 0.03116 | Time: 1604.23 ms
[2022-01-11 14:05:27 main:574] : INFO : Epoch 1838 | loss: 0.0311481 | val_loss: 0.0311606 | Time: 1579.11 ms
[2022-01-11 14:05:29 main:574] : INFO : Epoch 1839 | loss: 0.0311519 | val_loss: 0.0311563 | Time: 1533.26 ms
[2022-01-11 14:05:30 main:574] : INFO : Epoch 1840 | loss: 0.0311531 | val_loss: 0.0311643 | Time: 1485.83 ms
[2022-01-11 14:05:32 main:574] : INFO : Epoch 1841 | loss: 0.0311514 | val_loss: 0.0311614 | Time: 1556.46 ms
[2022-01-11 14:05:33 main:574] : INFO : Epoch 1842 | loss: 0.0311497 | val_loss: 0.0311566 | Time: 1520.55 ms
[2022-01-11 14:05:35 main:574] : INFO : Epoch 1843 | loss: 0.0311452 | val_loss: 0.0311573 | Time: 1569.71 ms
[2022-01-11 14:05:36 main:574] : INFO : Epoch 1844 | loss: 0.0311453 | val_loss: 0.0311569 | Time: 1565.18 ms
[2022-01-11 14:05:38 main:574] : INFO : Epoch 1845 | loss: 0.0311419 | val_loss: 0.0311547 | Time: 1615.71 ms
[2022-01-11 14:05:40 main:574] : INFO : Epoch 1846 | loss: 0.031141 | val_loss: 0.0311554 | Time: 1623.08 ms
[2022-01-11 14:05:41 main:574] : INFO : Epoch 1847 | loss: 0.0311413 | val_loss: 0.0311585 | Time: 1558.6 ms
[2022-01-11 14:05:43 main:574] : INFO : Epoch 1848 | loss: 0.0311403 | val_loss: 0.0311617 | Time: 1539.73 ms
[2022-01-11 14:05:44 main:574] : INFO : Epoch 1849 | loss: 0.0311463 | val_loss: 0.0311588 | Time: 1595.18 ms
[2022-01-11 14:05:46 main:574] : INFO : Epoch 1850 | loss: 0.0311448 | val_loss: 0.0311576 | Time: 1600.11 ms
[2022-01-11 14:05:48 main:574] : INFO : Epoch 1851 | loss: 0.0311418 | val_loss: 0.0311548 | Time: 1591.26 ms
[2022-01-11 14:05:49 main:574] : INFO : Epoch 1852 | loss: 0.0311433 | val_loss: 0.0311559 | Time: 1598.74 ms
[2022-01-11 14:05:51 main:574] : INFO : Epoch 1853 | loss: 0.0311417 | val_loss: 0.0311567 | Time: 1618.24 ms
[2022-01-11 14:05:52 main:574] : INFO : Epoch 1854 | loss: 0.0311413 | val_loss: 0.0311585 | Time: 1594.99 ms
[2022-01-11 14:05:54 main:574] : INFO : Epoch 1855 | loss: 0.0311443 | val_loss: 0.0311563 | Time: 1571 ms
[2022-01-11 14:05:56 main:574] : INFO : Epoch 1856 | loss: 0.0311398 | val_loss: 0.0311573 | Time: 1577.68 ms
[2022-01-11 14:05:57 main:574] : INFO : Epoch 1857 | loss: 0.0311384 | val_loss: 0.0311591 | Time: 1613.23 ms
[2022-01-11 14:05:59 main:574] : INFO : Epoch 1858 | loss: 0.0311371 | val_loss: 0.0311586 | Time: 1552.27 ms
[2022-01-11 14:06:00 main:574] : INFO : Epoch 1859 | loss: 0.0311367 | val_loss: 0.0311598 | Time: 1599.73 ms
[2022-01-11 14:06:02 main:574] : INFO : Epoch 1860 | loss: 0.0311358 | val_loss: 0.0311611 | Time: 1590.84 ms
[2022-01-11 14:06:03 main:574] : INFO : Epoch 1861 | loss: 0.0311391 | val_loss: 0.0311633 | Time: 1551.18 ms
[2022-01-11 14:06:05 main:574] : INFO : Epoch 1862 | loss: 0.0311437 | val_loss: 0.0311564 | Time: 1564.84 ms
[2022-01-11 14:06:07 main:574] : INFO : Epoch 1863 | loss: 0.0311426 | val_loss: 0.0311521 | Time: 1565.87 ms
[2022-01-11 14:06:08 main:574] : INFO : Epoch 1864 | loss: 0.0311412 | val_loss: 0.0311539 | Time: 1595.5 ms
[2022-01-11 14:06:10 main:574] : INFO : Epoch 1865 | loss: 0.0311382 | val_loss: 0.031163 | Time: 1619.86 ms
[2022-01-11 14:06:11 main:574] : INFO : Epoch 1866 | loss: 0.0311372 | val_loss: 0.0311548 | Time: 1596.46 ms
[2022-01-11 14:06:13 main:574] : INFO : Epoch 1867 | loss: 0.0311352 | val_loss: 0.0311548 | Time: 1560.79 ms
[2022-01-11 14:06:14 main:574] : INFO : Epoch 1868 | loss: 0.0311348 | val_loss: 0.0311565 | Time: 1508.6 ms
[2022-01-11 14:06:16 main:574] : INFO : Epoch 1869 | loss: 0.0311346 | val_loss: 0.0311618 | Time: 1567.19 ms
[2022-01-11 14:06:18 main:574] : INFO : Epoch 1870 | loss: 0.0311425 | val_loss: 0.0311638 | Time: 1603.33 ms
[2022-01-11 14:06:19 main:574] : INFO : Epoch 1871 | loss: 0.0311481 | val_loss: 0.0311625 | Time: 1520.09 ms
[2022-01-11 14:06:21 main:574] : INFO : Epoch 1872 | loss: 0.031148 | val_loss: 0.0311528 | Time: 1537.28 ms
[2022-01-11 14:06:22 main:574] : INFO : Epoch 1873 | loss: 0.0311453 | val_loss: 0.0311528 | Time: 1583.74 ms
[2022-01-11 14:06:24 main:574] : INFO : Epoch 1874 | loss: 0.0311409 | val_loss: 0.0311498 | Time: 1593.69 ms
[2022-01-11 14:06:25 main:574] : INFO : Epoch 1875 | loss: 0.0311385 | val_loss: 0.0311539 | Time: 1575.45 ms
[2022-01-11 14:06:27 main:574] : INFO : Epoch 1876 | loss: 0.0311371 | val_loss: 0.0311529 | Time: 1582.11 ms
[2022-01-11 14:06:29 main:574] : INFO : Epoch 1877 | loss: 0.031136 | val_loss: 0.0311638 | Time: 1565.09 ms
[2022-01-11 14:06:30 main:574] : INFO : Epoch 1878 | loss: 0.0311409 | val_loss: 0.0311544 | Time: 1570.16 ms
[2022-01-11 14:06:32 main:574] : INFO : Epoch 1879 | loss: 0.0311359 | val_loss: 0.0311584 | Time: 1568.71 ms
[2022-01-11 14:06:33 main:574] : INFO : Epoch 1880 | loss: 0.0311361 | val_loss: 0.0311549 | Time: 1540.37 ms
[2022-01-11 14:06:35 main:574] : INFO : Epoch 1881 | loss: 0.031133 | val_loss: 0.0311534 | Time: 1554.82 ms
[2022-01-11 14:06:36 main:574] : INFO : Epoch 1882 | loss: 0.0311332 | val_loss: 0.0311557 | Time: 1580.52 ms
[2022-01-11 14:06:38 main:574] : INFO : Epoch 1883 | loss: 0.0311337 | val_loss: 0.0311588 | Time: 1553.45 ms
[2022-01-11 14:06:40 main:574] : INFO : Epoch 1884 | loss: 0.0311327 | val_loss: 0.0311599 | Time: 1556.36 ms
[2022-01-11 14:06:41 main:574] : INFO : Epoch 1885 | loss: 0.0311328 | val_loss: 0.0311562 | Time: 1631.92 ms
[2022-01-11 14:06:43 main:574] : INFO : Epoch 1886 | loss: 0.0311333 | val_loss: 0.0311598 | Time: 1558.2 ms
[2022-01-11 14:06:44 main:574] : INFO : Epoch 1887 | loss: 0.0311322 | val_loss: 0.0311618 | Time: 1562.96 ms
[2022-01-11 14:06:46 main:574] : INFO : Epoch 1888 | loss: 0.0311343 | val_loss: 0.0311604 | Time: 1600.8 ms
[2022-01-11 14:06:47 main:574] : INFO : Epoch 1889 | loss: 0.0311299 | val_loss: 0.0311575 | Time: 1572.73 ms
[2022-01-11 14:06:49 main:574] : INFO : Epoch 1890 | loss: 0.0311302 | val_loss: 0.0311567 | Time: 1590.29 ms
[2022-01-11 14:06:51 main:574] : INFO : Epoch 1891 | loss: 0.0311283 | val_loss: 0.0311609 | Time: 1515.93 ms
[2022-01-11 14:06:52 main:574] : INFO : Epoch 1892 | loss: 0.0311293 | val_loss: 0.0311558 | Time: 1578.12 ms
[2022-01-11 14:06:54 main:574] : INFO : Epoch 1893 | loss: 0.0311317 | val_loss: 0.0311591 | Time: 1572.33 ms
[2022-01-11 14:06:55 main:574] : INFO : Epoch 1894 | loss: 0.0311278 | val_loss: 0.0311579 | Time: 1570.02 ms
[2022-01-11 14:06:57 main:574] : INFO : Epoch 1895 | loss: 0.0311272 | val_loss: 0.0311587 | Time: 1582.64 ms
[2022-01-11 14:06:59 main:574] : INFO : Epoch 1896 | loss: 0.0311311 | val_loss: 0.0311587 | Time: 1616.12 ms
[2022-01-11 14:07:00 main:574] : INFO : Epoch 1897 | loss: 0.0311288 | val_loss: 0.0311616 | Time: 1554.77 ms
[2022-01-11 14:07:02 main:574] : INFO : Epoch 1898 | loss: 0.0311309 | val_loss: 0.031159 | Time: 1610.68 ms
[2022-01-11 14:07:03 main:574] : INFO : Epoch 1899 | loss: 0.0311307 | val_loss: 0.0311701 | Time: 1590.07 ms
[2022-01-11 14:07:05 main:574] : INFO : Epoch 1900 | loss: 0.0311472 | val_loss: 0.0311597 | Time: 1536.3 ms
[2022-01-11 14:07:06 main:574] : INFO : Epoch 1901 | loss: 0.0311424 | val_loss: 0.0311578 | Time: 1562.27 ms
[2022-01-11 14:07:08 main:574] : INFO : Epoch 1902 | loss: 0.0311414 | val_loss: 0.0311602 | Time: 1557.16 ms
[2022-01-11 14:07:10 main:574] : INFO : Epoch 1903 | loss: 0.0311385 | val_loss: 0.0311613 | Time: 1615.29 ms
[2022-01-11 14:07:11 main:574] : INFO : Epoch 1904 | loss: 0.031139 | val_loss: 0.0311644 | Time: 1550.68 ms
[2022-01-11 14:07:13 main:574] : INFO : Epoch 1905 | loss: 0.0311392 | val_loss: 0.0311579 | Time: 1619.29 ms
[2022-01-11 14:07:14 main:574] : INFO : Epoch 1906 | loss: 0.0311397 | val_loss: 0.0311554 | Time: 1536.94 ms
[2022-01-11 14:07:16 main:574] : INFO : Epoch 1907 | loss: 0.0311414 | val_loss: 0.0311608 | Time: 1576.01 ms
[2022-01-11 14:07:17 main:574] : INFO : Epoch 1908 | loss: 0.0311397 | val_loss: 0.0311589 | Time: 1598.84 ms
[2022-01-11 14:07:19 main:574] : INFO : Epoch 1909 | loss: 0.031137 | val_loss: 0.0311601 | Time: 1544.45 ms
[2022-01-11 14:07:21 main:574] : INFO : Epoch 1910 | loss: 0.0311448 | val_loss: 0.0311531 | Time: 1579.74 ms
[2022-01-11 14:07:22 main:574] : INFO : Epoch 1911 | loss: 0.0311416 | val_loss: 0.0311514 | Time: 1603.88 ms
[2022-01-11 14:07:24 main:574] : INFO : Epoch 1912 | loss: 0.0311428 | val_loss: 0.031154 | Time: 1596.55 ms
[2022-01-11 14:07:25 main:574] : INFO : Epoch 1913 | loss: 0.031153 | val_loss: 0.0311598 | Time: 1568.11 ms
[2022-01-11 14:07:27 main:574] : INFO : Epoch 1914 | loss: 0.0311523 | val_loss: 0.0311594 | Time: 1537.64 ms
[2022-01-11 14:07:28 main:574] : INFO : Epoch 1915 | loss: 0.0311459 | val_loss: 0.0311584 | Time: 1574.83 ms
[2022-01-11 14:07:30 main:574] : INFO : Epoch 1916 | loss: 0.0311438 | val_loss: 0.0311597 | Time: 1535.77 ms
[2022-01-11 14:07:32 main:574] : INFO : Epoch 1917 | loss: 0.0311428 | val_loss: 0.0311575 | Time: 1560.28 ms
[2022-01-11 14:07:33 main:574] : INFO : Epoch 1918 | loss: 0.0311432 | val_loss: 0.0311622 | Time: 1577.6 ms
[2022-01-11 14:07:35 main:574] : INFO : Epoch 1919 | loss: 0.0311454 | val_loss: 0.0311607 | Time: 1559.39 ms
[2022-01-11 14:07:36 main:574] : INFO : Epoch 1920 | loss: 0.0311496 | val_loss: 0.0311573 | Time: 1571.61 ms
[2022-01-11 14:07:38 main:574] : INFO : Epoch 1921 | loss: 0.0311458 | val_loss: 0.0311645 | Time: 1599.08 ms
[2022-01-11 14:07:40 main:574] : INFO : Epoch 1922 | loss: 0.0311438 | val_loss: 0.0311577 | Time: 1618.54 ms
[2022-01-11 14:07:41 main:574] : INFO : Epoch 1923 | loss: 0.0311424 | val_loss: 0.031159 | Time: 1601.36 ms
[2022-01-11 14:07:43 main:574] : INFO : Epoch 1924 | loss: 0.03114 | val_loss: 0.0311589 | Time: 1556.44 ms
[2022-01-11 14:07:44 main:574] : INFO : Epoch 1925 | loss: 0.0311388 | val_loss: 0.0311558 | Time: 1572.57 ms
[2022-01-11 14:07:46 main:574] : INFO : Epoch 1926 | loss: 0.0311419 | val_loss: 0.0311545 | Time: 1570.15 ms
[2022-01-11 14:07:47 main:574] : INFO : Epoch 1927 | loss: 0.03114 | val_loss: 0.0311601 | Time: 1565.87 ms
[2022-01-11 14:07:49 main:574] : INFO : Epoch 1928 | loss: 0.0311396 | val_loss: 0.0311607 | Time: 1539.12 ms
[2022-01-11 14:07:51 main:574] : INFO : Epoch 1929 | loss: 0.0311395 | val_loss: 0.0311628 | Time: 1587.48 ms
[2022-01-11 14:07:52 main:574] : INFO : Epoch 1930 | loss: 0.0311422 | val_loss: 0.0311606 | Time: 1637.07 ms
[2022-01-11 14:07:54 main:574] : INFO : Epoch 1931 | loss: 0.0311396 | val_loss: 0.0311626 | Time: 1581.04 ms
[2022-01-11 14:07:55 main:574] : INFO : Epoch 1932 | loss: 0.0311377 | val_loss: 0.0311553 | Time: 1638.9 ms
[2022-01-11 14:07:57 main:574] : INFO : Epoch 1933 | loss: 0.0311379 | val_loss: 0.0311564 | Time: 1592.77 ms
[2022-01-11 14:07:59 main:574] : INFO : Epoch 1934 | loss: 0.0311367 | val_loss: 0.0311567 | Time: 1570.35 ms
[2022-01-11 14:08:00 main:574] : INFO : Epoch 1935 | loss: 0.0311388 | val_loss: 0.0311593 | Time: 1521.76 ms
[2022-01-11 14:08:02 main:574] : INFO : Epoch 1936 | loss: 0.0311358 | val_loss: 0.0311577 | Time: 1549.36 ms
[2022-01-11 14:08:03 main:574] : INFO : Epoch 1937 | loss: 0.0311349 | val_loss: 0.031158 | Time: 1478.68 ms
[2022-01-11 14:08:05 main:574] : INFO : Epoch 1938 | loss: 0.0311355 | val_loss: 0.0311548 | Time: 1534.86 ms
[2022-01-11 14:08:06 main:574] : INFO : Epoch 1939 | loss: 0.0311334 | val_loss: 0.0311586 | Time: 1602.31 ms
[2022-01-11 14:08:08 main:574] : INFO : Epoch 1940 | loss: 0.0311378 | val_loss: 0.0311607 | Time: 1601.21 ms
[2022-01-11 14:08:09 main:574] : INFO : Epoch 1941 | loss: 0.0311372 | val_loss: 0.0311538 | Time: 1594.39 ms
[2022-01-11 14:08:11 main:574] : INFO : Epoch 1942 | loss: 0.0311348 | val_loss: 0.0311536 | Time: 1584.64 ms
[2022-01-11 14:08:13 main:574] : INFO : Epoch 1943 | loss: 0.0311346 | val_loss: 0.0311554 | Time: 1616.71 ms
[2022-01-11 14:08:14 main:574] : INFO : Epoch 1944 | loss: 0.031133 | val_loss: 0.0311552 | Time: 1552.51 ms
[2022-01-11 14:08:16 main:574] : INFO : Epoch 1945 | loss: 0.0311321 | val_loss: 0.0311554 | Time: 1552.75 ms
[2022-01-11 14:08:17 main:574] : INFO : Epoch 1946 | loss: 0.0311344 | val_loss: 0.0311573 | Time: 1576.24 ms
[2022-01-11 14:08:19 main:574] : INFO : Epoch 1947 | loss: 0.0311382 | val_loss: 0.031156 | Time: 1550.77 ms
[2022-01-11 14:08:20 main:574] : INFO : Epoch 1948 | loss: 0.0311311 | val_loss: 0.031158 | Time: 1566.73 ms
[2022-01-11 14:08:22 main:574] : INFO : Epoch 1949 | loss: 0.0311437 | val_loss: 0.0311566 | Time: 1585.99 ms
[2022-01-11 14:08:24 main:574] : INFO : Epoch 1950 | loss: 0.0311467 | val_loss: 0.0311563 | Time: 1624.37 ms
[2022-01-11 14:08:25 main:574] : INFO : Epoch 1951 | loss: 0.0311516 | val_loss: 0.0311544 | Time: 1615.77 ms
[2022-01-11 14:08:27 main:574] : INFO : Epoch 1952 | loss: 0.031151 | val_loss: 0.0311555 | Time: 1596.76 ms
[2022-01-11 14:08:29 main:574] : INFO : Epoch 1953 | loss: 0.0311444 | val_loss: 0.0311514 | Time: 1603.19 ms
[2022-01-11 14:08:30 main:574] : INFO : Epoch 1954 | loss: 0.0311431 | val_loss: 0.031156 | Time: 1582.55 ms
[2022-01-11 14:08:32 main:574] : INFO : Epoch 1955 | loss: 0.0311445 | val_loss: 0.0311543 | Time: 1619.15 ms
[2022-01-11 14:08:33 main:574] : INFO : Epoch 1956 | loss: 0.0311463 | val_loss: 0.0311559 | Time: 1591.09 ms
[2022-01-11 14:08:35 main:574] : INFO : Epoch 1957 | loss: 0.0311457 | val_loss: 0.0311536 | Time: 1517.56 ms
[2022-01-11 14:08:36 main:574] : INFO : Epoch 1958 | loss: 0.0311415 | val_loss: 0.031151 | Time: 1572.93 ms
[2022-01-11 14:08:38 main:574] : INFO : Epoch 1959 | loss: 0.0311389 | val_loss: 0.0311499 | Time: 1585.65 ms
[2022-01-11 14:08:40 main:574] : INFO : Epoch 1960 | loss: 0.0311382 | val_loss: 0.0311513 | Time: 1598.51 ms
[2022-01-11 14:08:41 main:574] : INFO : Epoch 1961 | loss: 0.0311384 | val_loss: 0.0311539 | Time: 1576.66 ms
[2022-01-11 14:08:43 main:574] : INFO : Epoch 1962 | loss: 0.0311416 | val_loss: 0.0311556 | Time: 1601.03 ms
[2022-01-11 14:08:44 main:574] : INFO : Epoch 1963 | loss: 0.0311379 | val_loss: 0.0311576 | Time: 1592.21 ms
[2022-01-11 14:08:46 main:574] : INFO : Epoch 1964 | loss: 0.0311362 | val_loss: 0.0311546 | Time: 1573.88 ms
[2022-01-11 14:08:48 main:574] : INFO : Epoch 1965 | loss: 0.031137 | val_loss: 0.0311582 | Time: 1535.82 ms
[2022-01-11 14:08:49 main:574] : INFO : Epoch 1966 | loss: 0.0311341 | val_loss: 0.0311628 | Time: 1616.87 ms
[2022-01-11 14:08:51 main:574] : INFO : Epoch 1967 | loss: 0.0311424 | val_loss: 0.031168 | Time: 1545.26 ms
[2022-01-11 14:08:52 main:574] : INFO : Epoch 1968 | loss: 0.0311409 | val_loss: 0.0311606 | Time: 1580.74 ms
[2022-01-11 14:08:54 main:574] : INFO : Epoch 1969 | loss: 0.0311367 | val_loss: 0.0311587 | Time: 1587.06 ms
[2022-01-11 14:08:55 main:574] : INFO : Epoch 1970 | loss: 0.0311392 | val_loss: 0.0311651 | Time: 1578.14 ms
[2022-01-11 14:08:57 main:574] : INFO : Epoch 1971 | loss: 0.0311488 | val_loss: 0.0311604 | Time: 1542.93 ms
[2022-01-11 14:08:59 main:574] : INFO : Epoch 1972 | loss: 0.0311462 | val_loss: 0.0311572 | Time: 1616.62 ms
[2022-01-11 14:09:00 main:574] : INFO : Epoch 1973 | loss: 0.0311397 | val_loss: 0.0311569 | Time: 1570.85 ms
[2022-01-11 14:09:02 main:574] : INFO : Epoch 1974 | loss: 0.0311372 | val_loss: 0.0311552 | Time: 1566.07 ms
[2022-01-11 14:09:03 main:574] : INFO : Epoch 1975 | loss: 0.0311372 | val_loss: 0.0311591 | Time: 1621 ms
[2022-01-11 14:09:05 main:574] : INFO : Epoch 1976 | loss: 0.0311373 | val_loss: 0.031164 | Time: 1573.63 ms
[2022-01-11 14:09:07 main:574] : INFO : Epoch 1977 | loss: 0.0311377 | val_loss: 0.0311562 | Time: 1564.93 ms
[2022-01-11 14:09:08 main:574] : INFO : Epoch 1978 | loss: 0.0311321 | val_loss: 0.0311568 | Time: 1590.04 ms
[2022-01-11 14:09:10 main:574] : INFO : Epoch 1979 | loss: 0.0311322 | val_loss: 0.0311546 | Time: 1627.73 ms
[2022-01-11 14:09:11 main:574] : INFO : Epoch 1980 | loss: 0.031131 | val_loss: 0.0311544 | Time: 1607.9 ms
[2022-01-11 14:09:13 main:574] : INFO : Epoch 1981 | loss: 0.0311295 | val_loss: 0.0311532 | Time: 1574.72 ms
[2022-01-11 14:09:15 main:574] : INFO : Epoch 1982 | loss: 0.0311294 | val_loss: 0.0311568 | Time: 1596.06 ms
[2022-01-11 14:09:16 main:574] : INFO : Epoch 1983 | loss: 0.031131 | val_loss: 0.0311584 | Time: 1613.65 ms
[2022-01-11 14:09:18 main:574] : INFO : Epoch 1984 | loss: 0.0311293 | val_loss: 0.0311576 | Time: 1591.74 ms
[2022-01-11 14:09:19 main:574] : INFO : Epoch 1985 | loss: 0.0311318 | val_loss: 0.0311576 | Time: 1579.64 ms
[2022-01-11 14:09:21 main:574] : INFO : Epoch 1986 | loss: 0.0311302 | val_loss: 0.0311591 | Time: 1564.84 ms
[2022-01-11 14:09:22 main:574] : INFO : Epoch 1987 | loss: 0.0311319 | val_loss: 0.0311653 | Time: 1593.5 ms
[2022-01-11 14:09:24 main:574] : INFO : Epoch 1988 | loss: 0.0311294 | val_loss: 0.031157 | Time: 1599.36 ms
[2022-01-11 14:09:26 main:574] : INFO : Epoch 1989 | loss: 0.0311289 | val_loss: 0.0311589 | Time: 1600.7 ms
[2022-01-11 14:09:27 main:574] : INFO : Epoch 1990 | loss: 0.0311268 | val_loss: 0.031162 | Time: 1620.22 ms
[2022-01-11 14:09:29 main:574] : INFO : Epoch 1991 | loss: 0.031127 | val_loss: 0.0311609 | Time: 1610.99 ms
[2022-01-11 14:09:30 main:574] : INFO : Epoch 1992 | loss: 0.0311327 | val_loss: 0.0311619 | Time: 1581.07 ms
[2022-01-11 14:09:32 main:574] : INFO : Epoch 1993 | loss: 0.0311315 | val_loss: 0.0311657 | Time: 1554.03 ms
[2022-01-11 14:09:34 main:574] : INFO : Epoch 1994 | loss: 0.0311275 | val_loss: 0.0311571 | Time: 1578.36 ms
[2022-01-11 14:09:35 main:574] : INFO : Epoch 1995 | loss: 0.0311287 | val_loss: 0.0311539 | Time: 1588.79 ms
[2022-01-11 14:09:37 main:574] : INFO : Epoch 1996 | loss: 0.0311298 | val_loss: 0.0311563 | Time: 1553.93 ms
[2022-01-11 14:09:38 main:574] : INFO : Epoch 1997 | loss: 0.0311304 | val_loss: 0.0311623 | Time: 1561.38 ms
[2022-01-11 14:09:40 main:574] : INFO : Epoch 1998 | loss: 0.031134 | val_loss: 0.0311585 | Time: 1563.28 ms
[2022-01-11 14:09:41 main:574] : INFO : Epoch 1999 | loss: 0.031139 | val_loss: 0.0311577 | Time: 1543.68 ms
[2022-01-11 14:09:43 main:574] : INFO : Epoch 2000 | loss: 0.0311384 | val_loss: 0.0311614 | Time: 1591.43 ms
[2022-01-11 14:09:45 main:574] : INFO : Epoch 2001 | loss: 0.0311354 | val_loss: 0.0311604 | Time: 1625.27 ms
[2022-01-11 14:09:46 main:574] : INFO : Epoch 2002 | loss: 0.0311329 | val_loss: 0.0311573 | Time: 1608.58 ms
[2022-01-11 14:09:48 main:574] : INFO : Epoch 2003 | loss: 0.0311308 | val_loss: 0.0311583 | Time: 1627.39 ms
[2022-01-11 14:09:50 main:574] : INFO : Epoch 2004 | loss: 0.0311339 | val_loss: 0.0311579 | Time: 1582.62 ms
[2022-01-11 14:09:51 main:574] : INFO : Epoch 2005 | loss: 0.0311338 | val_loss: 0.0311591 | Time: 1568.1 ms
[2022-01-11 14:09:53 main:574] : INFO : Epoch 2006 | loss: 0.031132 | val_loss: 0.0311531 | Time: 1534.31 ms
[2022-01-11 14:09:54 main:574] : INFO : Epoch 2007 | loss: 0.0311314 | val_loss: 0.0311529 | Time: 1572.18 ms
[2022-01-11 14:09:56 main:574] : INFO : Epoch 2008 | loss: 0.0311324 | val_loss: 0.0311593 | Time: 1557.26 ms
[2022-01-11 14:09:57 main:574] : INFO : Epoch 2009 | loss: 0.0311365 | val_loss: 0.031159 | Time: 1579.99 ms
[2022-01-11 14:09:59 main:574] : INFO : Epoch 2010 | loss: 0.0311314 | val_loss: 0.0311577 | Time: 1607.57 ms
[2022-01-11 14:10:01 main:574] : INFO : Epoch 2011 | loss: 0.0311294 | val_loss: 0.0311599 | Time: 1598.39 ms
[2022-01-11 14:10:02 main:574] : INFO : Epoch 2012 | loss: 0.0311321 | val_loss: 0.031156 | Time: 1605 ms
[2022-01-11 14:10:04 main:574] : INFO : Epoch 2013 | loss: 0.0311287 | val_loss: 0.0311556 | Time: 1607.62 ms
[2022-01-11 14:10:05 main:574] : INFO : Epoch 2014 | loss: 0.0311324 | val_loss: 0.0311656 | Time: 1572.94 ms
[2022-01-11 14:10:07 main:574] : INFO : Epoch 2015 | loss: 0.0311289 | val_loss: 0.0311584 | Time: 1587.61 ms
[2022-01-11 14:10:09 main:574] : INFO : Epoch 2016 | loss: 0.0311259 | val_loss: 0.0311546 | Time: 1608.94 ms
[2022-01-11 14:10:10 main:574] : INFO : Epoch 2017 | loss: 0.0311236 | val_loss: 0.0311647 | Time: 1586.88 ms
[2022-01-11 14:10:12 main:574] : INFO : Epoch 2018 | loss: 0.0311247 | val_loss: 0.0311618 | Time: 1519.97 ms
[2022-01-11 14:10:13 main:574] : INFO : Epoch 2019 | loss: 0.0311246 | val_loss: 0.031162 | Time: 1560.8 ms
[2022-01-11 14:10:15 main:574] : INFO : Epoch 2020 | loss: 0.0311258 | val_loss: 0.031163 | Time: 1576.09 ms
[2022-01-11 14:10:16 main:574] : INFO : Epoch 2021 | loss: 0.0311235 | val_loss: 0.0311603 | Time: 1565.61 ms
[2022-01-11 14:10:18 main:574] : INFO : Epoch 2022 | loss: 0.0311225 | val_loss: 0.0311694 | Time: 1599.49 ms
[2022-01-11 14:10:20 main:574] : INFO : Epoch 2023 | loss: 0.0311233 | val_loss: 0.0311625 | Time: 1599.43 ms
[2022-01-11 14:10:21 main:574] : INFO : Epoch 2024 | loss: 0.031123 | val_loss: 0.0311669 | Time: 1566.11 ms
[2022-01-11 14:10:23 main:574] : INFO : Epoch 2025 | loss: 0.0311243 | val_loss: 0.0311646 | Time: 1563.38 ms
[2022-01-11 14:10:24 main:574] : INFO : Epoch 2026 | loss: 0.0311355 | val_loss: 0.0311764 | Time: 1588.74 ms
[2022-01-11 14:10:26 main:574] : INFO : Epoch 2027 | loss: 0.0311782 | val_loss: 0.0311791 | Time: 1616.75 ms
[2022-01-11 14:10:28 main:574] : INFO : Epoch 2028 | loss: 0.0311745 | val_loss: 0.0311743 | Time: 1593.42 ms
[2022-01-11 14:10:29 main:574] : INFO : Epoch 2029 | loss: 0.0311691 | val_loss: 0.0311748 | Time: 1552.35 ms
[2022-01-11 14:10:31 main:574] : INFO : Epoch 2030 | loss: 0.0311684 | val_loss: 0.0311763 | Time: 1596.57 ms
[2022-01-11 14:10:32 main:574] : INFO : Epoch 2031 | loss: 0.0311666 | val_loss: 0.0311697 | Time: 1549.56 ms
[2022-01-11 14:10:34 main:574] : INFO : Epoch 2032 | loss: 0.0311647 | val_loss: 0.0311729 | Time: 1582.43 ms
[2022-01-11 14:10:35 main:574] : INFO : Epoch 2033 | loss: 0.031165 | val_loss: 0.0311739 | Time: 1587.21 ms
[2022-01-11 14:10:37 main:574] : INFO : Epoch 2034 | loss: 0.0311638 | val_loss: 0.0311774 | Time: 1590.86 ms
[2022-01-11 14:10:39 main:574] : INFO : Epoch 2035 | loss: 0.0311671 | val_loss: 0.0311756 | Time: 1629.23 ms
[2022-01-11 14:10:40 main:574] : INFO : Epoch 2036 | loss: 0.0311616 | val_loss: 0.0311685 | Time: 1576.45 ms
[2022-01-11 14:10:42 main:574] : INFO : Epoch 2037 | loss: 0.0311626 | val_loss: 0.0311784 | Time: 1566.46 ms
[2022-01-11 14:10:43 main:574] : INFO : Epoch 2038 | loss: 0.0313138 | val_loss: 0.0313791 | Time: 1608.04 ms
[2022-01-11 14:10:45 main:574] : INFO : Epoch 2039 | loss: 0.0312875 | val_loss: 0.0312619 | Time: 1611.79 ms
[2022-01-11 14:10:47 main:574] : INFO : Epoch 2040 | loss: 0.0312555 | val_loss: 0.031249 | Time: 1559.41 ms
[2022-01-11 14:10:48 main:574] : INFO : Epoch 2041 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 1561 ms
[2022-01-11 14:10:50 main:574] : INFO : Epoch 2042 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 1567.1 ms
[2022-01-11 14:10:51 main:574] : INFO : Epoch 2043 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 1560.59 ms
[2022-01-11 14:10:53 main:574] : INFO : Epoch 2044 | loss: 0.0312438 | val_loss: 0.0312434 | Time: 1548.93 ms
[2022-01-11 14:10:54 main:574] : INFO : Epoch 2045 | loss: 0.0312414 | val_loss: 0.0312406 | Time: 1576.23 ms
[2022-01-11 14:10:56 main:574] : INFO : Epoch 2046 | loss: 0.0312377 | val_loss: 0.0312392 | Time: 1580.1 ms
[2022-01-11 14:10:57 main:574] : INFO : Epoch 2047 | loss: 0.0312396 | val_loss: 0.03123 | Time: 1535.16 ms
[2022-01-11 14:10:59 main:574] : INFO : Epoch 2048 | loss: 0.0312322 | val_loss: 0.0312686 | Time: 1579.67 ms
[2022-01-11 14:10:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312686
[2022-01-11 14:10:59 main:603] : INFO : Saving end state to config to file
[2022-01-11 14:10:59 main:608] : INFO : Success, exiting..
14:10:59 (3164): 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)