Task 4513881
| Name | ParityMachine-1612730409-13286-3_1 |
| Workunit | 2442457 |
| Created | 23 Mar 2021, 6:41:35 UTC |
| Sent | 23 Mar 2021, 7:54:57 UTC |
| Report deadline | 30 Mar 2021, 7:54:57 UTC |
| Received | 23 Mar 2021, 11:10:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 49 min 10 sec |
| CPU time | 48 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0304865 | val_loss: 0.0304838 | Time: 1423.37 ms
[2021-03-23 11:58:37 main:574] : INFO : Epoch 1543 | loss: 0.0304435 | val_loss: 0.0304546 | Time: 1422.15 ms
[2021-03-23 11:58:38 main:574] : INFO : Epoch 1544 | loss: 0.030548 | val_loss: 0.0305816 | Time: 1427.16 ms
[2021-03-23 11:58:40 main:574] : INFO : Epoch 1545 | loss: 0.0305884 | val_loss: 0.0305597 | Time: 1422.43 ms
[2021-03-23 11:58:41 main:574] : INFO : Epoch 1546 | loss: 0.0305465 | val_loss: 0.0305458 | Time: 1423.08 ms
[2021-03-23 11:58:42 main:574] : INFO : Epoch 1547 | loss: 0.0305123 | val_loss: 0.0305461 | Time: 1434.22 ms
[2021-03-23 11:58:44 main:574] : INFO : Epoch 1548 | loss: 0.0304824 | val_loss: 0.0304924 | Time: 1419.09 ms
[2021-03-23 11:58:45 main:574] : INFO : Epoch 1549 | loss: 0.0304715 | val_loss: 0.0305229 | Time: 1424.31 ms
[2021-03-23 11:58:47 main:574] : INFO : Epoch 1550 | loss: 0.0304727 | val_loss: 0.0304799 | Time: 1423.98 ms
[2021-03-23 11:58:48 main:574] : INFO : Epoch 1551 | loss: 0.030443 | val_loss: 0.0304484 | Time: 1423.7 ms
[2021-03-23 11:58:50 main:574] : INFO : Epoch 1552 | loss: 0.0304241 | val_loss: 0.0304501 | Time: 1421.39 ms
[2021-03-23 11:58:51 main:574] : INFO : Epoch 1553 | loss: 0.0304173 | val_loss: 0.0304398 | Time: 1424.69 ms
[2021-03-23 11:58:53 main:574] : INFO : Epoch 1554 | loss: 0.0304231 | val_loss: 0.0304796 | Time: 1423.74 ms
[2021-03-23 11:58:54 main:574] : INFO : Epoch 1555 | loss: 0.0304316 | val_loss: 0.030454 | Time: 1422.26 ms
[2021-03-23 11:58:55 main:574] : INFO : Epoch 1556 | loss: 0.0304124 | val_loss: 0.0304291 | Time: 1424.93 ms
[2021-03-23 11:58:57 main:574] : INFO : Epoch 1557 | loss: 0.0304409 | val_loss: 0.0306885 | Time: 1425.4 ms
[2021-03-23 11:58:58 main:574] : INFO : Epoch 1558 | loss: 0.0309213 | val_loss: 0.0309901 | Time: 1421.33 ms
[2021-03-23 11:59:00 main:574] : INFO : Epoch 1559 | loss: 0.0309552 | val_loss: 0.0309103 | Time: 1424.07 ms
[2021-03-23 11:59:01 main:574] : INFO : Epoch 1560 | loss: 0.0308879 | val_loss: 0.0308581 | Time: 1422.32 ms
[2021-03-23 11:59:03 main:574] : INFO : Epoch 1561 | loss: 0.0308022 | val_loss: 0.0307507 | Time: 1420.59 ms
[2021-03-23 11:59:04 main:574] : INFO : Epoch 1562 | loss: 0.0307168 | val_loss: 0.0306801 | Time: 1433.87 ms
[2021-03-23 11:59:05 main:574] : INFO : Epoch 1563 | loss: 0.0306846 | val_loss: 0.0306536 | Time: 1422.35 ms
[2021-03-23 11:59:07 main:574] : INFO : Epoch 1564 | loss: 0.0306491 | val_loss: 0.0306353 | Time: 1421.29 ms
[2021-03-23 11:59:08 main:574] : INFO : Epoch 1565 | loss: 0.0306484 | val_loss: 0.0307671 | Time: 1438.54 ms
[2021-03-23 11:59:10 main:574] : INFO : Epoch 1566 | loss: 0.0306882 | val_loss: 0.0306002 | Time: 1425.4 ms
[2021-03-23 11:59:11 main:574] : INFO : Epoch 1567 | loss: 0.0305947 | val_loss: 0.0305702 | Time: 1417.79 ms
[2021-03-23 11:59:13 main:574] : INFO : Epoch 1568 | loss: 0.0305592 | val_loss: 0.0305596 | Time: 1418.95 ms
[2021-03-23 11:59:14 main:574] : INFO : Epoch 1569 | loss: 0.0305533 | val_loss: 0.0305611 | Time: 1425.22 ms
[2021-03-23 11:59:15 main:574] : INFO : Epoch 1570 | loss: 0.0305246 | val_loss: 0.0305257 | Time: 1420.24 ms
[2021-03-23 11:59:17 main:574] : INFO : Epoch 1571 | loss: 0.0305103 | val_loss: 0.0305585 | Time: 1421.62 ms
[2021-03-23 11:59:18 main:574] : INFO : Epoch 1572 | loss: 0.0305221 | val_loss: 0.0305174 | Time: 1424.95 ms
[2021-03-23 11:59:20 main:574] : INFO : Epoch 1573 | loss: 0.0304972 | val_loss: 0.0304728 | Time: 1418.55 ms
[2021-03-23 11:59:21 main:574] : INFO : Epoch 1574 | loss: 0.0304755 | val_loss: 0.0304743 | Time: 1422.72 ms
[2021-03-23 11:59:23 main:574] : INFO : Epoch 1575 | loss: 0.030466 | val_loss: 0.030471 | Time: 1419.95 ms
[2021-03-23 11:59:24 main:574] : INFO : Epoch 1576 | loss: 0.0304508 | val_loss: 0.0304346 | Time: 1425.36 ms
[2021-03-23 11:59:25 main:574] : INFO : Epoch 1577 | loss: 0.0304493 | val_loss: 0.0304375 | Time: 1429.85 ms
[2021-03-23 11:59:27 main:574] : INFO : Epoch 1578 | loss: 0.0304494 | val_loss: 0.0304181 | Time: 1424.51 ms
[2021-03-23 11:59:28 main:574] : INFO : Epoch 1579 | loss: 0.0304387 | val_loss: 0.0304081 | Time: 1418.64 ms
[2021-03-23 11:59:30 main:574] : INFO : Epoch 1580 | loss: 0.0304227 | val_loss: 0.0304064 | Time: 1422.47 ms
[2021-03-23 11:59:31 main:574] : INFO : Epoch 1581 | loss: 0.0304167 | val_loss: 0.0304034 | Time: 1420.54 ms
[2021-03-23 11:59:33 main:574] : INFO : Epoch 1582 | loss: 0.0304115 | val_loss: 0.0303968 | Time: 1418.25 ms
[2021-03-23 11:59:34 main:574] : INFO : Epoch 1583 | loss: 0.0304051 | val_loss: 0.0303986 | Time: 1418.63 ms
[2021-03-23 11:59:36 main:574] : INFO : Epoch 1584 | loss: 0.0304036 | val_loss: 0.0303871 | Time: 1423.67 ms
[2021-03-23 11:59:37 main:574] : INFO : Epoch 1585 | loss: 0.0303957 | val_loss: 0.030388 | Time: 1438 ms
[2021-03-23 11:59:38 main:574] : INFO : Epoch 1586 | loss: 0.030392 | val_loss: 0.0303889 | Time: 1420.25 ms
[2021-03-23 11:59:40 main:574] : INFO : Epoch 1587 | loss: 0.0303927 | val_loss: 0.0303868 | Time: 1419.37 ms
[2021-03-23 11:59:41 main:574] : INFO : Epoch 1588 | loss: 0.030411 | val_loss: 0.0304356 | Time: 1420.8 ms
[2021-03-23 11:59:43 main:574] : INFO : Epoch 1589 | loss: 0.0304234 | val_loss: 0.0304001 | Time: 1422.54 ms
[2021-03-23 11:59:44 main:574] : INFO : Epoch 1590 | loss: 0.030402 | val_loss: 0.0303878 | Time: 1425.26 ms
[2021-03-23 11:59:46 main:574] : INFO : Epoch 1591 | loss: 0.0304101 | val_loss: 0.030392 | Time: 1421.67 ms
[2021-03-23 11:59:47 main:574] : INFO : Epoch 1592 | loss: 0.0303867 | val_loss: 0.03037 | Time: 1421.31 ms
[2021-03-23 11:59:48 main:574] : INFO : Epoch 1593 | loss: 0.0303801 | val_loss: 0.0303706 | Time: 1418.53 ms
[2021-03-23 11:59:50 main:574] : INFO : Epoch 1594 | loss: 0.0303757 | val_loss: 0.0303665 | Time: 1425.99 ms
[2021-03-23 11:59:51 main:574] : INFO : Epoch 1595 | loss: 0.0303691 | val_loss: 0.0303529 | Time: 1424.9 ms
[2021-03-23 11:59:53 main:574] : INFO : Epoch 1596 | loss: 0.0303657 | val_loss: 0.0303703 | Time: 1421.27 ms
[2021-03-23 11:59:54 main:574] : INFO : Epoch 1597 | loss: 0.0303671 | val_loss: 0.03036 | Time: 1423.86 ms
[2021-03-23 11:59:56 main:574] : INFO : Epoch 1598 | loss: 0.0303687 | val_loss: 0.030369 | Time: 1434.24 ms
[2021-03-23 11:59:57 main:574] : INFO : Epoch 1599 | loss: 0.0303663 | val_loss: 0.0303761 | Time: 1421.15 ms
[2021-03-23 11:59:58 main:574] : INFO : Epoch 1600 | loss: 0.0303643 | val_loss: 0.0303707 | Time: 1420.79 ms
[2021-03-23 12:00:00 main:574] : INFO : Epoch 1601 | loss: 0.0303621 | val_loss: 0.0303636 | Time: 1423.43 ms
[2021-03-23 12:00:01 main:574] : INFO : Epoch 1602 | loss: 0.0303716 | val_loss: 0.0303723 | Time: 1420.33 ms
[2021-03-23 12:00:03 main:574] : INFO : Epoch 1603 | loss: 0.0303584 | val_loss: 0.0303715 | Time: 1419.32 ms
[2021-03-23 12:00:04 main:574] : INFO : Epoch 1604 | loss: 0.0303531 | val_loss: 0.0303674 | Time: 1419.02 ms
[2021-03-23 12:00:06 main:574] : INFO : Epoch 1605 | loss: 0.03036 | val_loss: 0.0303516 | Time: 1423.78 ms
[2021-03-23 12:00:07 main:574] : INFO : Epoch 1606 | loss: 0.0303546 | val_loss: 0.0303624 | Time: 1427.46 ms
[2021-03-23 12:00:08 main:574] : INFO : Epoch 1607 | loss: 0.0303753 | val_loss: 0.0303631 | Time: 1425.37 ms
[2021-03-23 12:00:10 main:574] : INFO : Epoch 1608 | loss: 0.0303782 | val_loss: 0.0304069 | Time: 1422.02 ms
[2021-03-23 12:00:11 main:574] : INFO : Epoch 1609 | loss: 0.0303825 | val_loss: 0.0304188 | Time: 1420.57 ms
[2021-03-23 12:00:13 main:574] : INFO : Epoch 1610 | loss: 0.0303938 | val_loss: 0.0305192 | Time: 1423.16 ms
[2021-03-23 12:00:14 main:574] : INFO : Epoch 1611 | loss: 0.0305515 | val_loss: 0.0304471 | Time: 1419.26 ms
[2021-03-23 12:00:16 main:574] : INFO : Epoch 1612 | loss: 0.030479 | val_loss: 0.0304432 | Time: 1421.79 ms
[2021-03-23 12:00:17 main:574] : INFO : Epoch 1613 | loss: 0.0304289 | val_loss: 0.0304254 | Time: 1420.26 ms
[2021-03-23 12:00:18 main:574] : INFO : Epoch 1614 | loss: 0.0304526 | val_loss: 0.0304396 | Time: 1423.87 ms
[2021-03-23 12:00:20 main:574] : INFO : Epoch 1615 | loss: 0.0305471 | val_loss: 0.0304597 | Time: 1419.11 ms
[2021-03-23 12:00:21 main:574] : INFO : Epoch 1616 | loss: 0.0304358 | val_loss: 0.0304005 | Time: 1426.33 ms
[2021-03-23 12:00:23 main:574] : INFO : Epoch 1617 | loss: 0.0304272 | val_loss: 0.0306243 | Time: 1421.92 ms
[2021-03-23 12:00:24 main:574] : INFO : Epoch 1618 | loss: 0.0305949 | val_loss: 0.0304863 | Time: 1418.39 ms
[2021-03-23 12:00:26 main:574] : INFO : Epoch 1619 | loss: 0.0304578 | val_loss: 0.0304224 | Time: 1419.56 ms
[2021-03-23 12:00:27 main:574] : INFO : Epoch 1620 | loss: 0.0304263 | val_loss: 0.0304037 | Time: 1420.71 ms
[2021-03-23 12:00:28 main:574] : INFO : Epoch 1621 | loss: 0.0305188 | val_loss: 0.0305654 | Time: 1420.93 ms
[2021-03-23 12:00:30 main:574] : INFO : Epoch 1622 | loss: 0.0306551 | val_loss: 0.0306897 | Time: 1424.49 ms
[2021-03-23 12:00:31 main:574] : INFO : Epoch 1623 | loss: 0.0306609 | val_loss: 0.030594 | Time: 1419.17 ms
[2021-03-23 12:00:33 main:574] : INFO : Epoch 1624 | loss: 0.0306455 | val_loss: 0.0310166 | Time: 1423.95 ms
[2021-03-23 12:00:34 main:574] : INFO : Epoch 1625 | loss: 0.0307594 | val_loss: 0.0306184 | Time: 1421.62 ms
[2021-03-23 12:00:36 main:574] : INFO : Epoch 1626 | loss: 0.0305493 | val_loss: 0.0304934 | Time: 1419.1 ms
[2021-03-23 12:00:37 main:574] : INFO : Epoch 1627 | loss: 0.0304847 | val_loss: 0.0304758 | Time: 1419.39 ms
[2021-03-23 12:00:39 main:574] : INFO : Epoch 1628 | loss: 0.0304524 | val_loss: 0.0304482 | Time: 1427.5 ms
[2021-03-23 12:00:40 main:574] : INFO : Epoch 1629 | loss: 0.0304279 | val_loss: 0.0304348 | Time: 1424.5 ms
[2021-03-23 12:00:41 main:574] : INFO : Epoch 1630 | loss: 0.030423 | val_loss: 0.0304449 | Time: 1421.96 ms
[2021-03-23 12:00:43 main:574] : INFO : Epoch 1631 | loss: 0.0306296 | val_loss: 0.0306256 | Time: 1429.94 ms
[2021-03-23 12:00:44 main:574] : INFO : Epoch 1632 | loss: 0.0307333 | val_loss: 0.0306139 | Time: 1420.85 ms
[2021-03-23 12:00:46 main:574] : INFO : Epoch 1633 | loss: 0.0306221 | val_loss: 0.0305437 | Time: 1425.08 ms
[2021-03-23 12:00:47 main:574] : INFO : Epoch 1634 | loss: 0.0305278 | val_loss: 0.0305103 | Time: 1421.13 ms
[2021-03-23 12:00:49 main:574] : INFO : Epoch 1635 | loss: 0.0304698 | val_loss: 0.0304407 | Time: 1424.65 ms
[2021-03-23 12:00:50 main:574] : INFO : Epoch 1636 | loss: 0.0304305 | val_loss: 0.0304207 | Time: 1421.69 ms
[2021-03-23 12:00:51 main:574] : INFO : Epoch 1637 | loss: 0.030415 | val_loss: 0.0304023 | Time: 1423.3 ms
[2021-03-23 12:00:53 main:574] : INFO : Epoch 1638 | loss: 0.0304014 | val_loss: 0.0304149 | Time: 1421.47 ms
[2021-03-23 12:00:54 main:574] : INFO : Epoch 1639 | loss: 0.030393 | val_loss: 0.0303922 | Time: 1420.92 ms
[2021-03-23 12:00:56 main:574] : INFO : Epoch 1640 | loss: 0.0303852 | val_loss: 0.0303855 | Time: 1418.79 ms
[2021-03-23 12:00:57 main:574] : INFO : Epoch 1641 | loss: 0.0303738 | val_loss: 0.0303957 | Time: 1425.28 ms
[2021-03-23 12:00:59 main:574] : INFO : Epoch 1642 | loss: 0.0303702 | val_loss: 0.0304111 | Time: 1423.59 ms
[2021-03-23 12:01:00 main:574] : INFO : Epoch 1643 | loss: 0.0303956 | val_loss: 0.0304703 | Time: 1423.58 ms
[2021-03-23 12:01:01 main:574] : INFO : Epoch 1644 | loss: 0.0304496 | val_loss: 0.0304065 | Time: 1426.3 ms
[2021-03-23 12:01:03 main:574] : INFO : Epoch 1645 | loss: 0.0304023 | val_loss: 0.0304158 | Time: 1424.64 ms
[2021-03-23 12:01:04 main:574] : INFO : Epoch 1646 | loss: 0.0303844 | val_loss: 0.0303753 | Time: 1421.16 ms
[2021-03-23 12:01:06 main:574] : INFO : Epoch 1647 | loss: 0.0303914 | val_loss: 0.0304092 | Time: 1420.35 ms
[2021-03-23 12:01:07 main:574] : INFO : Epoch 1648 | loss: 0.0303857 | val_loss: 0.0304037 | Time: 1426.66 ms
[2021-03-23 12:01:09 main:574] : INFO : Epoch 1649 | loss: 0.0303794 | val_loss: 0.0304037 | Time: 1428.84 ms
[2021-03-23 12:01:10 main:574] : INFO : Epoch 1650 | loss: 0.0303719 | val_loss: 0.0303922 | Time: 1420.11 ms
[2021-03-23 12:01:11 main:574] : INFO : Epoch 1651 | loss: 0.0304 | val_loss: 0.0303919 | Time: 1422.64 ms
[2021-03-23 12:01:13 main:574] : INFO : Epoch 1652 | loss: 0.0307475 | val_loss: 0.0312101 | Time: 1425.31 ms
[2021-03-23 12:01:14 main:574] : INFO : Epoch 1653 | loss: 0.0311861 | val_loss: 0.0311583 | Time: 1428.81 ms
[2021-03-23 12:01:16 main:574] : INFO : Epoch 1654 | loss: 0.031167 | val_loss: 0.0311566 | Time: 1426.73 ms
[2021-03-23 12:01:17 main:574] : INFO : Epoch 1655 | loss: 0.0311491 | val_loss: 0.0311428 | Time: 1422.74 ms
[2021-03-23 12:01:19 main:574] : INFO : Epoch 1656 | loss: 0.0311379 | val_loss: 0.0311322 | Time: 1427.72 ms
[2021-03-23 12:01:20 main:574] : INFO : Epoch 1657 | loss: 0.0311244 | val_loss: 0.0311212 | Time: 1420.24 ms
[2021-03-23 12:01:22 main:574] : INFO : Epoch 1658 | loss: 0.031117 | val_loss: 0.0311132 | Time: 1424.77 ms
[2021-03-23 12:01:23 main:574] : INFO : Epoch 1659 | loss: 0.0311106 | val_loss: 0.0311107 | Time: 1426.72 ms
[2021-03-23 12:01:24 main:574] : INFO : Epoch 1660 | loss: 0.0310879 | val_loss: 0.031081 | Time: 1427.32 ms
[2021-03-23 12:01:26 main:574] : INFO : Epoch 1661 | loss: 0.0310572 | val_loss: 0.0310398 | Time: 1421.21 ms
[2021-03-23 12:01:27 main:574] : INFO : Epoch 1662 | loss: 0.0309986 | val_loss: 0.0309618 | Time: 1420.05 ms
[2021-03-23 12:01:29 main:574] : INFO : Epoch 1663 | loss: 0.0309027 | val_loss: 0.0308967 | Time: 1425.34 ms
[2021-03-23 12:01:30 main:574] : INFO : Epoch 1664 | loss: 0.030849 | val_loss: 0.0308552 | Time: 1423.19 ms
[2021-03-23 12:01:32 main:574] : INFO : Epoch 1665 | loss: 0.0308246 | val_loss: 0.0308333 | Time: 1418.94 ms
[2021-03-23 12:01:33 main:574] : INFO : Epoch 1666 | loss: 0.0308209 | val_loss: 0.0307993 | Time: 1420.59 ms
[2021-03-23 12:01:34 main:574] : INFO : Epoch 1667 | loss: 0.0307809 | val_loss: 0.0307647 | Time: 1418.97 ms
[2021-03-23 12:01:36 main:574] : INFO : Epoch 1668 | loss: 0.0307616 | val_loss: 0.0307511 | Time: 1422.95 ms
[2021-03-23 12:01:37 main:574] : INFO : Epoch 1669 | loss: 0.0308013 | val_loss: 0.030953 | Time: 1418.79 ms
[2021-03-23 12:01:39 main:574] : INFO : Epoch 1670 | loss: 0.030917 | val_loss: 0.0308648 | Time: 1423.27 ms
[2021-03-23 12:01:40 main:574] : INFO : Epoch 1671 | loss: 0.0308142 | val_loss: 0.0307871 | Time: 1421.19 ms
[2021-03-23 12:01:42 main:574] : INFO : Epoch 1672 | loss: 0.0307728 | val_loss: 0.0307503 | Time: 1420.77 ms
[2021-03-23 12:01:43 main:574] : INFO : Epoch 1673 | loss: 0.0307387 | val_loss: 0.0307229 | Time: 1424.25 ms
[2021-03-23 12:01:44 main:574] : INFO : Epoch 1674 | loss: 0.0307199 | val_loss: 0.0307088 | Time: 1421.6 ms
[2021-03-23 12:01:46 main:574] : INFO : Epoch 1675 | loss: 0.0307045 | val_loss: 0.0306996 | Time: 1425.27 ms
[2021-03-23 12:01:47 main:574] : INFO : Epoch 1676 | loss: 0.0306941 | val_loss: 0.0306881 | Time: 1420.55 ms
[2021-03-23 12:01:49 main:574] : INFO : Epoch 1677 | loss: 0.0306865 | val_loss: 0.0306849 | Time: 1419.7 ms
[2021-03-23 12:01:50 main:574] : INFO : Epoch 1678 | loss: 0.0306788 | val_loss: 0.0307052 | Time: 1424.48 ms
[2021-03-23 12:01:52 main:574] : INFO : Epoch 1679 | loss: 0.0306938 | val_loss: 0.0306841 | Time: 1425.84 ms
[2021-03-23 12:01:53 main:574] : INFO : Epoch 1680 | loss: 0.0306765 | val_loss: 0.0306915 | Time: 1421.24 ms
[2021-03-23 12:01:54 main:574] : INFO : Epoch 1681 | loss: 0.0306643 | val_loss: 0.0306728 | Time: 1420.32 ms
[2021-03-23 12:01:56 main:574] : INFO : Epoch 1682 | loss: 0.0306538 | val_loss: 0.0306786 | Time: 1419.5 ms
[2021-03-23 12:01:57 main:574] : INFO : Epoch 1683 | loss: 0.0306432 | val_loss: 0.0306521 | Time: 1421.38 ms
[2021-03-23 12:01:59 main:574] : INFO : Epoch 1684 | loss: 0.0306352 | val_loss: 0.0306651 | Time: 1421.9 ms
[2021-03-23 12:02:00 main:574] : INFO : Epoch 1685 | loss: 0.0306348 | val_loss: 0.0306519 | Time: 1424.63 ms
[2021-03-23 12:02:02 main:574] : INFO : Epoch 1686 | loss: 0.0306284 | val_loss: 0.0306593 | Time: 1426.57 ms
[2021-03-23 12:02:03 main:574] : INFO : Epoch 1687 | loss: 0.0306303 | val_loss: 0.0306456 | Time: 1423.38 ms
[2021-03-23 12:02:04 main:574] : INFO : Epoch 1688 | loss: 0.0306191 | val_loss: 0.0306429 | Time: 1419.92 ms
[2021-03-23 12:02:06 main:574] : INFO : Epoch 1689 | loss: 0.0306163 | val_loss: 0.0306828 | Time: 1422.4 ms
[2021-03-23 12:02:07 main:574] : INFO : Epoch 1690 | loss: 0.0307061 | val_loss: 0.0306443 | Time: 1421.83 ms
[2021-03-23 12:02:09 main:574] : INFO : Epoch 1691 | loss: 0.0306291 | val_loss: 0.030623 | Time: 1421.46 ms
[2021-03-23 12:02:10 main:574] : INFO : Epoch 1692 | loss: 0.0306436 | val_loss: 0.030672 | Time: 1421.88 ms
[2021-03-23 12:02:12 main:574] : INFO : Epoch 1693 | loss: 0.0306415 | val_loss: 0.0306598 | Time: 1425.11 ms
[2021-03-23 12:02:13 main:574] : INFO : Epoch 1694 | loss: 0.0306151 | val_loss: 0.0306326 | Time: 1425.33 ms
[2021-03-23 12:02:15 main:574] : INFO : Epoch 1695 | loss: 0.0305985 | val_loss: 0.0306151 | Time: 1419.11 ms
[2021-03-23 12:02:16 main:574] : INFO : Epoch 1696 | loss: 0.0305894 | val_loss: 0.0306047 | Time: 1421.55 ms
[2021-03-23 12:02:17 main:574] : INFO : Epoch 1697 | loss: 0.0305852 | val_loss: 0.0306061 | Time: 1428.64 ms
[2021-03-23 12:02:19 main:574] : INFO : Epoch 1698 | loss: 0.0305784 | val_loss: 0.0306062 | Time: 1428.74 ms
[2021-03-23 12:02:20 main:574] : INFO : Epoch 1699 | loss: 0.0305739 | val_loss: 0.0305969 | Time: 1419.99 ms
[2021-03-23 12:02:22 main:574] : INFO : Epoch 1700 | loss: 0.0305666 | val_loss: 0.0305929 | Time: 1419 ms
[2021-03-23 12:02:23 main:574] : INFO : Epoch 1701 | loss: 0.0305618 | val_loss: 0.030593 | Time: 1422.52 ms
[2021-03-23 12:02:25 main:574] : INFO : Epoch 1702 | loss: 0.0305745 | val_loss: 0.0305896 | Time: 1424.59 ms
[2021-03-23 12:02:26 main:574] : INFO : Epoch 1703 | loss: 0.0305633 | val_loss: 0.0305852 | Time: 1421.81 ms
[2021-03-23 12:02:27 main:574] : INFO : Epoch 1704 | loss: 0.0305699 | val_loss: 0.0306012 | Time: 1425.2 ms
[2021-03-23 12:02:29 main:574] : INFO : Epoch 1705 | loss: 0.0305686 | val_loss: 0.0305992 | Time: 1421.02 ms
[2021-03-23 12:02:30 main:574] : INFO : Epoch 1706 | loss: 0.0305635 | val_loss: 0.0306246 | Time: 1424.44 ms
[2021-03-23 12:02:32 main:574] : INFO : Epoch 1707 | loss: 0.0306012 | val_loss: 0.0305917 | Time: 1419.25 ms
[2021-03-23 12:02:33 main:574] : INFO : Epoch 1708 | loss: 0.03057 | val_loss: 0.0305805 | Time: 1423.44 ms
[2021-03-23 12:02:35 main:574] : INFO : Epoch 1709 | loss: 0.0307255 | val_loss: 0.0308338 | Time: 1419.3 ms
[2021-03-23 12:02:36 main:574] : INFO : Epoch 1710 | loss: 0.0307162 | val_loss: 0.0307108 | Time: 1420.08 ms
[2021-03-23 12:02:37 main:574] : INFO : Epoch 1711 | loss: 0.0306557 | val_loss: 0.0306619 | Time: 1424.8 ms
[2021-03-23 12:02:39 main:574] : INFO : Epoch 1712 | loss: 0.0306188 | val_loss: 0.0306201 | Time: 1420.66 ms
[2021-03-23 12:02:40 main:574] : INFO : Epoch 1713 | loss: 0.030604 | val_loss: 0.0306331 | Time: 1422.79 ms
[2021-03-23 12:02:42 main:574] : INFO : Epoch 1714 | loss: 0.0306011 | val_loss: 0.0306276 | Time: 1421.71 ms
[2021-03-23 12:02:43 main:574] : INFO : Epoch 1715 | loss: 0.0311166 | val_loss: 0.0312237 | Time: 1426.18 ms
[2021-03-23 12:02:45 main:574] : INFO : Epoch 1716 | loss: 0.0312165 | val_loss: 0.0312028 | Time: 1426.36 ms
[2021-03-23 12:02:46 main:574] : INFO : Epoch 1717 | loss: 0.0311961 | val_loss: 0.0311877 | Time: 1422.85 ms
[2021-03-23 12:02:47 main:574] : INFO : Epoch 1718 | loss: 0.0311831 | val_loss: 0.0311829 | Time: 1418.52 ms
[2021-03-23 12:02:49 main:574] : INFO : Epoch 1719 | loss: 0.0311778 | val_loss: 0.0311791 | Time: 1425.49 ms
[2021-03-23 12:02:50 main:574] : INFO : Epoch 1720 | loss: 0.0311727 | val_loss: 0.0311717 | Time: 1420.68 ms
[2021-03-23 12:02:52 main:574] : INFO : Epoch 1721 | loss: 0.0311681 | val_loss: 0.0311687 | Time: 1418.85 ms
[2021-03-23 12:02:53 main:574] : INFO : Epoch 1722 | loss: 0.0311633 | val_loss: 0.031164 | Time: 1421.94 ms
[2021-03-23 12:02:55 main:574] : INFO : Epoch 1723 | loss: 0.031158 | val_loss: 0.0311583 | Time: 1421.23 ms
[2021-03-23 12:02:56 main:574] : INFO : Epoch 1724 | loss: 0.0311536 | val_loss: 0.031152 | Time: 1422.11 ms
[2021-03-23 12:02:57 main:574] : INFO : Epoch 1725 | loss: 0.0311474 | val_loss: 0.0311472 | Time: 1420.83 ms
[2021-03-23 12:02:59 main:574] : INFO : Epoch 1726 | loss: 0.0311376 | val_loss: 0.0311257 | Time: 1425.42 ms
[2021-03-23 12:03:00 main:574] : INFO : Epoch 1727 | loss: 0.0311226 | val_loss: 0.0311098 | Time: 1422 ms
[2021-03-23 12:03:02 main:574] : INFO : Epoch 1728 | loss: 0.0311082 | val_loss: 0.0310967 | Time: 1420.75 ms
[2021-03-23 12:03:03 main:574] : INFO : Epoch 1729 | loss: 0.0310938 | val_loss: 0.0310854 | Time: 1420.66 ms
[2021-03-23 12:03:05 main:574] : INFO : Epoch 1730 | loss: 0.0310784 | val_loss: 0.0310677 | Time: 1423.45 ms
[2021-03-23 12:03:06 main:574] : INFO : Epoch 1731 | loss: 0.0310549 | val_loss: 0.0310428 | Time: 1437.4 ms
[2021-03-23 12:03:08 main:574] : INFO : Epoch 1732 | loss: 0.0310213 | val_loss: 0.030995 | Time: 1420.78 ms
[2021-03-23 12:03:09 main:574] : INFO : Epoch 1733 | loss: 0.0309597 | val_loss: 0.0309365 | Time: 1420.9 ms
[2021-03-23 12:03:10 main:574] : INFO : Epoch 1734 | loss: 0.0309024 | val_loss: 0.0308998 | Time: 1422.07 ms
[2021-03-23 12:03:12 main:574] : INFO : Epoch 1735 | loss: 0.0308273 | val_loss: 0.0308414 | Time: 1418.53 ms
[2021-03-23 12:03:13 main:574] : INFO : Epoch 1736 | loss: 0.0307788 | val_loss: 0.0307639 | Time: 1424.61 ms
[2021-03-23 12:03:15 main:574] : INFO : Epoch 1737 | loss: 0.0307278 | val_loss: 0.0307424 | Time: 1421.39 ms
[2021-03-23 12:03:16 main:574] : INFO : Epoch 1738 | loss: 0.0306717 | val_loss: 0.0306581 | Time: 1423.03 ms
[2021-03-23 12:03:18 main:574] : INFO : Epoch 1739 | loss: 0.0306259 | val_loss: 0.0306382 | Time: 1423.08 ms
[2021-03-23 12:03:19 main:574] : INFO : Epoch 1740 | loss: 0.0306072 | val_loss: 0.0306131 | Time: 1428.53 ms
[2021-03-23 12:03:20 main:574] : INFO : Epoch 1741 | loss: 0.0305905 | val_loss: 0.030605 | Time: 1426.94 ms
[2021-03-23 12:03:22 main:574] : INFO : Epoch 1742 | loss: 0.0305869 | val_loss: 0.0305977 | Time: 1423.4 ms
[2021-03-23 12:03:23 main:574] : INFO : Epoch 1743 | loss: 0.0305804 | val_loss: 0.0305906 | Time: 1425.47 ms
[2021-03-23 12:03:25 main:574] : INFO : Epoch 1744 | loss: 0.030567 | val_loss: 0.030576 | Time: 1424.35 ms
[2021-03-23 12:03:26 main:574] : INFO : Epoch 1745 | loss: 0.0305788 | val_loss: 0.0306028 | Time: 1440.07 ms
[2021-03-23 12:03:28 main:574] : INFO : Epoch 1746 | loss: 0.0305852 | val_loss: 0.0305686 | Time: 1465.15 ms
[2021-03-23 12:03:29 main:574] : INFO : Epoch 1747 | loss: 0.0305758 | val_loss: 0.0305889 | Time: 1424.02 ms
[2021-03-23 12:03:30 main:574] : INFO : Epoch 1748 | loss: 0.0305622 | val_loss: 0.0305563 | Time: 1421.06 ms
[2021-03-23 12:03:32 main:574] : INFO : Epoch 1749 | loss: 0.0305816 | val_loss: 0.0305725 | Time: 1424.13 ms
[2021-03-23 12:03:33 main:574] : INFO : Epoch 1750 | loss: 0.0305682 | val_loss: 0.0305534 | Time: 1424.48 ms
[2021-03-23 12:03:35 main:574] : INFO : Epoch 1751 | loss: 0.0305513 | val_loss: 0.0305319 | Time: 1422.84 ms
[2021-03-23 12:03:36 main:574] : INFO : Epoch 1752 | loss: 0.0305429 | val_loss: 0.0305323 | Time: 1424.73 ms
[2021-03-23 12:03:38 main:574] : INFO : Epoch 1753 | loss: 0.0305432 | val_loss: 0.0305679 | Time: 1420.38 ms
[2021-03-23 12:03:39 main:574] : INFO : Epoch 1754 | loss: 0.0305506 | val_loss: 0.0305563 | Time: 1420.31 ms
[2021-03-23 12:03:41 main:574] : INFO : Epoch 1755 | loss: 0.0305447 | val_loss: 0.0305389 | Time: 1424.02 ms
[2021-03-23 12:03:42 main:574] : INFO : Epoch 1756 | loss: 0.0305442 | val_loss: 0.0305434 | Time: 1427.27 ms
[2021-03-23 12:03:43 main:574] : INFO : Epoch 1757 | loss: 0.0305602 | val_loss: 0.030672 | Time: 1433.98 ms
[2021-03-23 12:03:45 main:574] : INFO : Epoch 1758 | loss: 0.0306217 | val_loss: 0.0305918 | Time: 1423.49 ms
[2021-03-23 12:03:46 main:574] : INFO : Epoch 1759 | loss: 0.0305728 | val_loss: 0.0305521 | Time: 1415.45 ms
[2021-03-23 12:03:48 main:574] : INFO : Epoch 1760 | loss: 0.030554 | val_loss: 0.0305438 | Time: 1426.48 ms
[2021-03-23 12:03:49 main:574] : INFO : Epoch 1761 | loss: 0.0305401 | val_loss: 0.0305162 | Time: 1424.81 ms
[2021-03-23 12:03:51 main:574] : INFO : Epoch 1762 | loss: 0.0305353 | val_loss: 0.0305425 | Time: 1424.73 ms
[2021-03-23 12:03:52 main:574] : INFO : Epoch 1763 | loss: 0.0305323 | val_loss: 0.0305297 | Time: 1425.98 ms
[2021-03-23 12:03:53 main:574] : INFO : Epoch 1764 | loss: 0.0305371 | val_loss: 0.0305357 | Time: 1421.05 ms
[2021-03-23 12:03:55 main:574] : INFO : Epoch 1765 | loss: 0.0305562 | val_loss: 0.0305596 | Time: 1421.09 ms
[2021-03-23 12:03:56 main:574] : INFO : Epoch 1766 | loss: 0.0305522 | val_loss: 0.0305604 | Time: 1434.03 ms
[2021-03-23 12:03:58 main:574] : INFO : Epoch 1767 | loss: 0.0305737 | val_loss: 0.0307429 | Time: 1418.99 ms
[2021-03-23 12:03:59 main:574] : INFO : Epoch 1768 | loss: 0.0308516 | val_loss: 0.0310151 | Time: 1419.77 ms
[2021-03-23 12:04:01 main:574] : INFO : Epoch 1769 | loss: 0.0308654 | val_loss: 0.0308091 | Time: 1422.49 ms
[2021-03-23 12:04:02 main:574] : INFO : Epoch 1770 | loss: 0.0307914 | val_loss: 0.0307676 | Time: 1420.91 ms
[2021-03-23 12:04:03 main:574] : INFO : Epoch 1771 | loss: 0.0306831 | val_loss: 0.0306878 | Time: 1421.45 ms
[2021-03-23 12:04:05 main:574] : INFO : Epoch 1772 | loss: 0.0306525 | val_loss: 0.0306436 | Time: 1423.66 ms
[2021-03-23 12:04:06 main:574] : INFO : Epoch 1773 | loss: 0.0305981 | val_loss: 0.0305657 | Time: 1418.25 ms
[2021-03-23 12:04:08 main:574] : INFO : Epoch 1774 | loss: 0.0305664 | val_loss: 0.030587 | Time: 1421.37 ms
[2021-03-23 12:04:09 main:574] : INFO : Epoch 1775 | loss: 0.0305596 | val_loss: 0.0305606 | Time: 1420.09 ms
[2021-03-23 12:04:11 main:574] : INFO : Epoch 1776 | loss: 0.03057 | val_loss: 0.0306176 | Time: 1425.85 ms
[2021-03-23 12:04:12 main:574] : INFO : Epoch 1777 | loss: 0.0305535 | val_loss: 0.0305391 | Time: 1420.78 ms
[2021-03-23 12:04:13 main:574] : INFO : Epoch 1778 | loss: 0.0305407 | val_loss: 0.030547 | Time: 1424.15 ms
[2021-03-23 12:04:15 main:574] : INFO : Epoch 1779 | loss: 0.0305375 | val_loss: 0.0305269 | Time: 1422.43 ms
[2021-03-23 12:04:16 main:574] : INFO : Epoch 1780 | loss: 0.0305203 | val_loss: 0.0305198 | Time: 1422.05 ms
[2021-03-23 12:04:18 main:574] : INFO : Epoch 1781 | loss: 0.0305142 | val_loss: 0.0305099 | Time: 1420.94 ms
[2021-03-23 12:04:19 main:574] : INFO : Epoch 1782 | loss: 0.0305157 | val_loss: 0.0305276 | Time: 1420.7 ms
[2021-03-23 12:04:21 main:574] : INFO : Epoch 1783 | loss: 0.0305035 | val_loss: 0.0305209 | Time: 1425.04 ms
[2021-03-23 12:04:22 main:574] : INFO : Epoch 1784 | loss: 0.0305246 | val_loss: 0.0305228 | Time: 1421.24 ms
[2021-03-23 12:04:24 main:574] : INFO : Epoch 1785 | loss: 0.0306578 | val_loss: 0.0308798 | Time: 1428.15 ms
[2021-03-23 12:04:25 main:574] : INFO : Epoch 1786 | loss: 0.0311592 | val_loss: 0.031217 | Time: 1421.25 ms
[2021-03-23 12:04:26 main:574] : INFO : Epoch 1787 | loss: 0.0312144 | val_loss: 0.0312005 | Time: 1419.03 ms
[2021-03-23 12:04:28 main:574] : INFO : Epoch 1788 | loss: 0.0312009 | val_loss: 0.0311888 | Time: 1420.31 ms
[2021-03-23 12:04:29 main:574] : INFO : Epoch 1789 | loss: 0.0311972 | val_loss: 0.0311898 | Time: 1423.62 ms
[2021-03-23 12:04:31 main:574] : INFO : Epoch 1790 | loss: 0.0311895 | val_loss: 0.0311845 | Time: 1419.28 ms
[2021-03-23 12:04:32 main:574] : INFO : Epoch 1791 | loss: 0.0311856 | val_loss: 0.0311831 | Time: 1422.46 ms
[2021-03-23 12:04:34 main:574] : INFO : Epoch 1792 | loss: 0.0311832 | val_loss: 0.0311803 | Time: 1417.37 ms
[2021-03-23 12:04:35 main:574] : INFO : Epoch 1793 | loss: 0.0311858 | val_loss: 0.0311849 | Time: 1421.73 ms
[2021-03-23 12:04:36 main:574] : INFO : Epoch 1794 | loss: 0.0311802 | val_loss: 0.0311768 | Time: 1418.83 ms
[2021-03-23 12:04:38 main:574] : INFO : Epoch 1795 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 1421.78 ms
[2021-03-23 12:04:39 main:574] : INFO : Epoch 1796 | loss: 0.031174 | val_loss: 0.0311737 | Time: 1423.36 ms
[2021-03-23 12:04:41 main:574] : INFO : Epoch 1797 | loss: 0.0311757 | val_loss: 0.0311778 | Time: 1427.05 ms
[2021-03-23 12:04:42 main:574] : INFO : Epoch 1798 | loss: 0.0311829 | val_loss: 0.0311734 | Time: 1420.91 ms
[2021-03-23 12:04:44 main:574] : INFO : Epoch 1799 | loss: 0.0311748 | val_loss: 0.0311691 | Time: 1432.07 ms
[2021-03-23 12:04:45 main:574] : INFO : Epoch 1800 | loss: 0.0311665 | val_loss: 0.0311695 | Time: 1439.62 ms
[2021-03-23 12:04:46 main:574] : INFO : Epoch 1801 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 1426.87 ms
[2021-03-23 12:04:48 main:574] : INFO : Epoch 1802 | loss: 0.0311689 | val_loss: 0.0311636 | Time: 1424.66 ms
[2021-03-23 12:04:49 main:574] : INFO : Epoch 1803 | loss: 0.0311659 | val_loss: 0.0311772 | Time: 1450.16 ms
[2021-03-23 12:04:51 main:574] : INFO : Epoch 1804 | loss: 0.0311695 | val_loss: 0.0311601 | Time: 1420.61 ms
[2021-03-23 12:04:52 main:574] : INFO : Epoch 1805 | loss: 0.0311581 | val_loss: 0.0311622 | Time: 1423.83 ms
[2021-03-23 12:04:54 main:574] : INFO : Epoch 1806 | loss: 0.0311596 | val_loss: 0.0311697 | Time: 1419.81 ms
[2021-03-23 12:04:55 main:574] : INFO : Epoch 1807 | loss: 0.0311632 | val_loss: 0.0311569 | Time: 1425.71 ms
[2021-03-23 12:04:57 main:574] : INFO : Epoch 1808 | loss: 0.0311579 | val_loss: 0.031158 | Time: 1423.4 ms
[2021-03-23 12:04:58 main:574] : INFO : Epoch 1809 | loss: 0.0311561 | val_loss: 0.0311517 | Time: 1422.15 ms
[2021-03-23 12:04:59 main:574] : INFO : Epoch 1810 | loss: 0.0311553 | val_loss: 0.0311527 | Time: 1420.49 ms
[2021-03-23 12:05:01 main:574] : INFO : Epoch 1811 | loss: 0.0311543 | val_loss: 0.0311539 | Time: 1421.92 ms
[2021-03-23 12:05:02 main:574] : INFO : Epoch 1812 | loss: 0.031156 | val_loss: 0.0311562 | Time: 1433.55 ms
[2021-03-23 12:05:04 main:574] : INFO : Epoch 1813 | loss: 0.0311552 | val_loss: 0.0311677 | Time: 1424.76 ms
[2021-03-23 12:05:05 main:574] : INFO : Epoch 1814 | loss: 0.0311583 | val_loss: 0.0311605 | Time: 1421.5 ms
[2021-03-23 12:05:07 main:574] : INFO : Epoch 1815 | loss: 0.0311561 | val_loss: 0.0311511 | Time: 1426.17 ms
[2021-03-23 12:05:08 main:574] : INFO : Epoch 1816 | loss: 0.0311564 | val_loss: 0.0311511 | Time: 1419.94 ms
[2021-03-23 12:05:09 main:574] : INFO : Epoch 1817 | loss: 0.0311559 | val_loss: 0.0311501 | Time: 1418.42 ms
[2021-03-23 12:05:11 main:574] : INFO : Epoch 1818 | loss: 0.0311532 | val_loss: 0.031153 | Time: 1421.98 ms
[2021-03-23 12:05:12 main:574] : INFO : Epoch 1819 | loss: 0.0311507 | val_loss: 0.0311469 | Time: 1426.46 ms
[2021-03-23 12:05:14 main:574] : INFO : Epoch 1820 | loss: 0.0311498 | val_loss: 0.0311469 | Time: 1424.52 ms
[2021-03-23 12:05:15 main:574] : INFO : Epoch 1821 | loss: 0.0311502 | val_loss: 0.0311464 | Time: 1422.97 ms
[2021-03-23 12:05:17 main:574] : INFO : Epoch 1822 | loss: 0.0311509 | val_loss: 0.0311472 | Time: 1417.23 ms
[2021-03-23 12:05:18 main:574] : INFO : Epoch 1823 | loss: 0.0311521 | val_loss: 0.0311495 | Time: 1424.2 ms
[2021-03-23 12:05:19 main:574] : INFO : Epoch 1824 | loss: 0.0311502 | val_loss: 0.0311468 | Time: 1423.61 ms
[2021-03-23 12:05:21 main:574] : INFO : Epoch 1825 | loss: 0.0311496 | val_loss: 0.0311479 | Time: 1422.72 ms
[2021-03-23 12:05:22 main:574] : INFO : Epoch 1826 | loss: 0.0311497 | val_loss: 0.0311466 | Time: 1435.39 ms
[2021-03-23 12:05:24 main:574] : INFO : Epoch 1827 | loss: 0.0311485 | val_loss: 0.0311456 | Time: 1426.22 ms
[2021-03-23 12:05:25 main:574] : INFO : Epoch 1828 | loss: 0.0311495 | val_loss: 0.0311464 | Time: 1423.17 ms
[2021-03-23 12:05:27 main:574] : INFO : Epoch 1829 | loss: 0.0311503 | val_loss: 0.0311446 | Time: 1421.27 ms
[2021-03-23 12:05:28 main:574] : INFO : Epoch 1830 | loss: 0.031149 | val_loss: 0.0311451 | Time: 1424.78 ms
[2021-03-23 12:05:29 main:574] : INFO : Epoch 1831 | loss: 0.0311486 | val_loss: 0.0311458 | Time: 1421.75 ms
[2021-03-23 12:05:31 main:574] : INFO : Epoch 1832 | loss: 0.0311472 | val_loss: 0.0311443 | Time: 1420.23 ms
[2021-03-23 12:05:32 main:574] : INFO : Epoch 1833 | loss: 0.0311474 | val_loss: 0.0311448 | Time: 1421.27 ms
[2021-03-23 12:05:34 main:574] : INFO : Epoch 1834 | loss: 0.0311476 | val_loss: 0.0311441 | Time: 1421.7 ms
[2021-03-23 12:05:35 main:574] : INFO : Epoch 1835 | loss: 0.031147 | val_loss: 0.031144 | Time: 1420.95 ms
[2021-03-23 12:05:37 main:574] : INFO : Epoch 1836 | loss: 0.0311501 | val_loss: 0.0311441 | Time: 1421.87 ms
[2021-03-23 12:05:38 main:574] : INFO : Epoch 1837 | loss: 0.031147 | val_loss: 0.0311449 | Time: 1421.21 ms
[2021-03-23 12:05:39 main:574] : INFO : Epoch 1838 | loss: 0.0311467 | val_loss: 0.031145 | Time: 1419.74 ms
[2021-03-23 12:05:41 main:574] : INFO : Epoch 1839 | loss: 0.0311472 | val_loss: 0.0311483 | Time: 1423.01 ms
[2021-03-23 12:05:42 main:574] : INFO : Epoch 1840 | loss: 0.031148 | val_loss: 0.031145 | Time: 1422.99 ms
[2021-03-23 12:05:44 main:574] : INFO : Epoch 1841 | loss: 0.0311479 | val_loss: 0.031144 | Time: 1423.86 ms
[2021-03-23 12:05:45 main:574] : INFO : Epoch 1842 | loss: 0.0311465 | val_loss: 0.0311437 | Time: 1425.79 ms
[2021-03-23 12:05:47 main:574] : INFO : Epoch 1843 | loss: 0.0311465 | val_loss: 0.0311438 | Time: 1423.56 ms
[2021-03-23 12:05:48 main:574] : INFO : Epoch 1844 | loss: 0.0311465 | val_loss: 0.0311451 | Time: 1447.89 ms
[2021-03-23 12:05:50 main:574] : INFO : Epoch 1845 | loss: 0.0311488 | val_loss: 0.0311468 | Time: 1431.51 ms
[2021-03-23 12:05:51 main:574] : INFO : Epoch 1846 | loss: 0.0311484 | val_loss: 0.0311444 | Time: 1427.51 ms
[2021-03-23 12:05:52 main:574] : INFO : Epoch 1847 | loss: 0.0311495 | val_loss: 0.0311493 | Time: 1428.2 ms
[2021-03-23 12:05:54 main:574] : INFO : Epoch 1848 | loss: 0.031149 | val_loss: 0.0311442 | Time: 1439.52 ms
[2021-03-23 12:05:55 main:574] : INFO : Epoch 1849 | loss: 0.0311462 | val_loss: 0.0311434 | Time: 1421.98 ms
[2021-03-23 12:05:57 main:574] : INFO : Epoch 1850 | loss: 0.0311461 | val_loss: 0.0311461 | Time: 1419.51 ms
[2021-03-23 12:05:58 main:574] : INFO : Epoch 1851 | loss: 0.0311505 | val_loss: 0.0311633 | Time: 1427.64 ms
[2021-03-23 12:06:00 main:574] : INFO : Epoch 1852 | loss: 0.0311531 | val_loss: 0.0311482 | Time: 1421.17 ms
[2021-03-23 12:06:01 main:574] : INFO : Epoch 1853 | loss: 0.0311468 | val_loss: 0.0311433 | Time: 1429.71 ms
[2021-03-23 12:06:03 main:574] : INFO : Epoch 1854 | loss: 0.0311455 | val_loss: 0.0311436 | Time: 1429.5 ms
[2021-03-23 12:06:04 main:574] : INFO : Epoch 1855 | loss: 0.0311452 | val_loss: 0.0311471 | Time: 1419.77 ms
[2021-03-23 12:06:05 main:574] : INFO : Epoch 1856 | loss: 0.0311518 | val_loss: 0.0311731 | Time: 1421.59 ms
[2021-03-23 12:06:07 main:574] : INFO : Epoch 1857 | loss: 0.0311712 | val_loss: 0.0311585 | Time: 1418.66 ms
[2021-03-23 12:06:08 main:574] : INFO : Epoch 1858 | loss: 0.0311566 | val_loss: 0.0311518 | Time: 1422.9 ms
[2021-03-23 12:06:10 main:574] : INFO : Epoch 1859 | loss: 0.0311505 | val_loss: 0.0311538 | Time: 1419.68 ms
[2021-03-23 12:06:11 main:574] : INFO : Epoch 1860 | loss: 0.0311502 | val_loss: 0.0311563 | Time: 1421.09 ms
[2021-03-23 12:06:13 main:574] : INFO : Epoch 1861 | loss: 0.0311506 | val_loss: 0.0311586 | Time: 1420.29 ms
[2021-03-23 12:06:14 main:574] : INFO : Epoch 1862 | loss: 0.0311525 | val_loss: 0.0311489 | Time: 1418.37 ms
[2021-03-23 12:06:15 main:574] : INFO : Epoch 1863 | loss: 0.0311468 | val_loss: 0.0311434 | Time: 1419.01 ms
[2021-03-23 12:06:17 main:574] : INFO : Epoch 1864 | loss: 0.0311455 | val_loss: 0.031142 | Time: 1421.26 ms
[2021-03-23 12:06:18 main:574] : INFO : Epoch 1865 | loss: 0.0311449 | val_loss: 0.0311437 | Time: 1439.03 ms
[2021-03-23 12:06:20 main:574] : INFO : Epoch 1866 | loss: 0.0311457 | val_loss: 0.0311436 | Time: 1418.36 ms
[2021-03-23 12:06:21 main:574] : INFO : Epoch 1867 | loss: 0.031143 | val_loss: 0.031145 | Time: 1429.82 ms
[2021-03-23 12:06:23 main:574] : INFO : Epoch 1868 | loss: 0.0311435 | val_loss: 0.0311444 | Time: 1427.29 ms
[2021-03-23 12:06:24 main:574] : INFO : Epoch 1869 | loss: 0.0311426 | val_loss: 0.0311422 | Time: 1419.17 ms
[2021-03-23 12:06:25 main:574] : INFO : Epoch 1870 | loss: 0.0311415 | val_loss: 0.031142 | Time: 1419.57 ms
[2021-03-23 12:06:27 main:574] : INFO : Epoch 1871 | loss: 0.0311407 | val_loss: 0.031141 | Time: 1422.27 ms
[2021-03-23 12:06:28 main:574] : INFO : Epoch 1872 | loss: 0.0311413 | val_loss: 0.0311519 | Time: 1417.3 ms
[2021-03-23 12:06:30 main:574] : INFO : Epoch 1873 | loss: 0.0311429 | val_loss: 0.0311428 | Time: 1422.38 ms
[2021-03-23 12:06:31 main:574] : INFO : Epoch 1874 | loss: 0.0311414 | val_loss: 0.0311415 | Time: 1430.93 ms
[2021-03-23 12:06:33 main:574] : INFO : Epoch 1875 | loss: 0.0311445 | val_loss: 0.0311452 | Time: 1418.68 ms
[2021-03-23 12:06:34 main:574] : INFO : Epoch 1876 | loss: 0.0311429 | val_loss: 0.0311404 | Time: 1425.06 ms
[2021-03-23 12:06:35 main:574] : INFO : Epoch 1877 | loss: 0.0311415 | val_loss: 0.031143 | Time: 1417.81 ms
[2021-03-23 12:06:37 main:574] : INFO : Epoch 1878 | loss: 0.0311407 | val_loss: 0.0311392 | Time: 1426.94 ms
[2021-03-23 12:06:38 main:574] : INFO : Epoch 1879 | loss: 0.0311387 | val_loss: 0.0311384 | Time: 1426.49 ms
[2021-03-23 12:06:40 main:574] : INFO : Epoch 1880 | loss: 0.031138 | val_loss: 0.0311384 | Time: 1419.73 ms
[2021-03-23 12:06:41 main:574] : INFO : Epoch 1881 | loss: 0.0311396 | val_loss: 0.0311378 | Time: 1421.8 ms
[2021-03-23 12:06:43 main:574] : INFO : Epoch 1882 | loss: 0.0311376 | val_loss: 0.0311391 | Time: 1418.5 ms
[2021-03-23 12:06:44 main:574] : INFO : Epoch 1883 | loss: 0.0311362 | val_loss: 0.0311382 | Time: 1422.39 ms
[2021-03-23 12:06:45 main:574] : INFO : Epoch 1884 | loss: 0.0311373 | val_loss: 0.0311397 | Time: 1419.3 ms
[2021-03-23 12:06:47 main:574] : INFO : Epoch 1885 | loss: 0.0311431 | val_loss: 0.0311459 | Time: 1421 ms
[2021-03-23 12:06:48 main:574] : INFO : Epoch 1886 | loss: 0.031138 | val_loss: 0.0311382 | Time: 1417.8 ms
[2021-03-23 12:06:50 main:574] : INFO : Epoch 1887 | loss: 0.0311354 | val_loss: 0.0311373 | Time: 1420.74 ms
[2021-03-23 12:06:51 main:574] : INFO : Epoch 1888 | loss: 0.0311339 | val_loss: 0.0311373 | Time: 1425.75 ms
[2021-03-23 12:06:53 main:574] : INFO : Epoch 1889 | loss: 0.0311338 | val_loss: 0.0311362 | Time: 1419.66 ms
[2021-03-23 12:06:54 main:574] : INFO : Epoch 1890 | loss: 0.0311326 | val_loss: 0.0311377 | Time: 1422.92 ms
[2021-03-23 12:06:56 main:574] : INFO : Epoch 1891 | loss: 0.0311336 | val_loss: 0.0311392 | Time: 1426.23 ms
[2021-03-23 12:06:57 main:574] : INFO : Epoch 1892 | loss: 0.0311363 | val_loss: 0.0311379 | Time: 1421.91 ms
[2021-03-23 12:06:58 main:574] : INFO : Epoch 1893 | loss: 0.0311331 | val_loss: 0.0311356 | Time: 1420.66 ms
[2021-03-23 12:07:00 main:574] : INFO : Epoch 1894 | loss: 0.0311329 | val_loss: 0.0311365 | Time: 1421.33 ms
[2021-03-23 12:07:01 main:574] : INFO : Epoch 1895 | loss: 0.0311325 | val_loss: 0.0311355 | Time: 1421.2 ms
[2021-03-23 12:07:03 main:574] : INFO : Epoch 1896 | loss: 0.0311322 | val_loss: 0.0311357 | Time: 1421.17 ms
[2021-03-23 12:07:04 main:574] : INFO : Epoch 1897 | loss: 0.0311323 | val_loss: 0.0311357 | Time: 1423.93 ms
[2021-03-23 12:07:06 main:574] : INFO : Epoch 1898 | loss: 0.0311325 | val_loss: 0.0311361 | Time: 1424.11 ms
[2021-03-23 12:07:07 main:574] : INFO : Epoch 1899 | loss: 0.0311322 | val_loss: 0.031137 | Time: 1427.67 ms
[2021-03-23 12:07:08 main:574] : INFO : Epoch 1900 | loss: 0.0311324 | val_loss: 0.0311376 | Time: 1424.63 ms
[2021-03-23 12:07:10 main:574] : INFO : Epoch 1901 | loss: 0.0311328 | val_loss: 0.031141 | Time: 1426.98 ms
[2021-03-23 12:07:11 main:574] : INFO : Epoch 1902 | loss: 0.0311329 | val_loss: 0.031136 | Time: 1419.45 ms
[2021-03-23 12:07:13 main:574] : INFO : Epoch 1903 | loss: 0.0311333 | val_loss: 0.0311437 | Time: 1418.54 ms
[2021-03-23 12:07:14 main:574] : INFO : Epoch 1904 | loss: 0.0311354 | val_loss: 0.0311366 | Time: 1426.77 ms
[2021-03-23 12:07:16 main:574] : INFO : Epoch 1905 | loss: 0.0311325 | val_loss: 0.0311377 | Time: 1420.76 ms
[2021-03-23 12:07:17 main:574] : INFO : Epoch 1906 | loss: 0.031132 | val_loss: 0.0311357 | Time: 1420.16 ms
[2021-03-23 12:07:18 main:574] : INFO : Epoch 1907 | loss: 0.031131 | val_loss: 0.0311358 | Time: 1428.46 ms
[2021-03-23 12:07:20 main:574] : INFO : Epoch 1908 | loss: 0.031133 | val_loss: 0.0311367 | Time: 1427.43 ms
[2021-03-23 12:07:21 main:574] : INFO : Epoch 1909 | loss: 0.0311311 | val_loss: 0.0311357 | Time: 1426.9 ms
[2021-03-23 12:07:23 main:574] : INFO : Epoch 1910 | loss: 0.0311308 | val_loss: 0.0311362 | Time: 1422.24 ms
[2021-03-23 12:07:24 main:574] : INFO : Epoch 1911 | loss: 0.0311302 | val_loss: 0.0311355 | Time: 1429.55 ms
[2021-03-23 12:07:26 main:574] : INFO : Epoch 1912 | loss: 0.0311301 | val_loss: 0.0311373 | Time: 1425.92 ms
[2021-03-23 12:07:27 main:574] : INFO : Epoch 1913 | loss: 0.0311321 | val_loss: 0.0311362 | Time: 1420.72 ms
[2021-03-23 12:07:28 main:574] : INFO : Epoch 1914 | loss: 0.0311304 | val_loss: 0.0311357 | Time: 1419.62 ms
[2021-03-23 12:07:30 main:574] : INFO : Epoch 1915 | loss: 0.0311301 | val_loss: 0.0311379 | Time: 1441.24 ms
[2021-03-23 12:07:31 main:574] : INFO : Epoch 1916 | loss: 0.0311305 | val_loss: 0.0311353 | Time: 1420.58 ms
[2021-03-23 12:07:33 main:574] : INFO : Epoch 1917 | loss: 0.0311297 | val_loss: 0.0311352 | Time: 1419.26 ms
[2021-03-23 12:07:34 main:574] : INFO : Epoch 1918 | loss: 0.0311298 | val_loss: 0.0311353 | Time: 1420.57 ms
[2021-03-23 12:07:36 main:574] : INFO : Epoch 1919 | loss: 0.0311294 | val_loss: 0.031135 | Time: 1418.79 ms
[2021-03-23 12:07:37 main:574] : INFO : Epoch 1920 | loss: 0.0311292 | val_loss: 0.031135 | Time: 1425.82 ms
[2021-03-23 12:07:39 main:574] : INFO : Epoch 1921 | loss: 0.0311293 | val_loss: 0.0311424 | Time: 1427.47 ms
[2021-03-23 12:07:40 main:574] : INFO : Epoch 1922 | loss: 0.0311337 | val_loss: 0.0311415 | Time: 1421.77 ms
[2021-03-23 12:07:41 main:574] : INFO : Epoch 1923 | loss: 0.0311293 | val_loss: 0.0311379 | Time: 1421.38 ms
[2021-03-23 12:07:43 main:574] : INFO : Epoch 1924 | loss: 0.0311307 | val_loss: 0.0311353 | Time: 1424.93 ms
[2021-03-23 12:07:44 main:574] : INFO : Epoch 1925 | loss: 0.0311277 | val_loss: 0.0311381 | Time: 1420.92 ms
[2021-03-23 12:07:46 main:574] : INFO : Epoch 1926 | loss: 0.0311293 | val_loss: 0.0311383 | Time: 1427.85 ms
[2021-03-23 12:07:47 main:574] : INFO : Epoch 1927 | loss: 0.0311271 | val_loss: 0.0311344 | Time: 1420.78 ms
[2021-03-23 12:07:49 main:574] : INFO : Epoch 1928 | loss: 0.0311265 | val_loss: 0.0311332 | Time: 1420.62 ms
[2021-03-23 12:07:50 main:574] : INFO : Epoch 1929 | loss: 0.0311268 | val_loss: 0.0311342 | Time: 1419.79 ms
[2021-03-23 12:07:51 main:574] : INFO : Epoch 1930 | loss: 0.0311268 | val_loss: 0.0311332 | Time: 1426.59 ms
[2021-03-23 12:07:53 main:574] : INFO : Epoch 1931 | loss: 0.0311251 | val_loss: 0.0311313 | Time: 1433.06 ms
[2021-03-23 12:07:54 main:574] : INFO : Epoch 1932 | loss: 0.0311242 | val_loss: 0.0311328 | Time: 1425.46 ms
[2021-03-23 12:07:56 main:574] : INFO : Epoch 1933 | loss: 0.0311238 | val_loss: 0.0311312 | Time: 1421.75 ms
[2021-03-23 12:07:57 main:574] : INFO : Epoch 1934 | loss: 0.0311237 | val_loss: 0.0311327 | Time: 1423.07 ms
[2021-03-23 12:07:59 main:574] : INFO : Epoch 1935 | loss: 0.0311273 | val_loss: 0.031132 | Time: 1427.7 ms
[2021-03-23 12:08:00 main:574] : INFO : Epoch 1936 | loss: 0.0311244 | val_loss: 0.0311314 | Time: 1431.03 ms
[2021-03-23 12:08:01 main:574] : INFO : Epoch 1937 | loss: 0.0311238 | val_loss: 0.0311282 | Time: 1425.19 ms
[2021-03-23 12:08:03 main:574] : INFO : Epoch 1938 | loss: 0.0311222 | val_loss: 0.031128 | Time: 1429.94 ms
[2021-03-23 12:08:04 main:574] : INFO : Epoch 1939 | loss: 0.0311238 | val_loss: 0.0311274 | Time: 1421.11 ms
[2021-03-23 12:08:06 main:574] : INFO : Epoch 1940 | loss: 0.0311213 | val_loss: 0.0311269 | Time: 1418.46 ms
[2021-03-23 12:08:07 main:574] : INFO : Epoch 1941 | loss: 0.0311214 | val_loss: 0.0311264 | Time: 1423.73 ms
[2021-03-23 12:08:09 main:574] : INFO : Epoch 1942 | loss: 0.0311212 | val_loss: 0.0311264 | Time: 1427.48 ms
[2021-03-23 12:08:10 main:574] : INFO : Epoch 1943 | loss: 0.0311206 | val_loss: 0.0311261 | Time: 1428.63 ms
[2021-03-23 12:08:12 main:574] : INFO : Epoch 1944 | loss: 0.0311207 | val_loss: 0.0311246 | Time: 1427.75 ms
[2021-03-23 12:08:13 main:574] : INFO : Epoch 1945 | loss: 0.0311203 | val_loss: 0.0311238 | Time: 1422.24 ms
[2021-03-23 12:08:14 main:574] : INFO : Epoch 1946 | loss: 0.0311205 | val_loss: 0.0311259 | Time: 1419.76 ms
[2021-03-23 12:08:16 main:574] : INFO : Epoch 1947 | loss: 0.0311203 | val_loss: 0.0311255 | Time: 1419.36 ms
[2021-03-23 12:08:17 main:574] : INFO : Epoch 1948 | loss: 0.0311205 | val_loss: 0.0311301 | Time: 1421.97 ms
[2021-03-23 12:08:19 main:574] : INFO : Epoch 1949 | loss: 0.0311223 | val_loss: 0.0311241 | Time: 1429.25 ms
[2021-03-23 12:08:20 main:574] : INFO : Epoch 1950 | loss: 0.0311191 | val_loss: 0.0311248 | Time: 1421.54 ms
[2021-03-23 12:08:22 main:574] : INFO : Epoch 1951 | loss: 0.031119 | val_loss: 0.0311238 | Time: 1420.62 ms
[2021-03-23 12:08:23 main:574] : INFO : Epoch 1952 | loss: 0.0311189 | val_loss: 0.0311233 | Time: 1425.03 ms
[2021-03-23 12:08:24 main:574] : INFO : Epoch 1953 | loss: 0.031119 | val_loss: 0.0311254 | Time: 1420.95 ms
[2021-03-23 12:08:26 main:574] : INFO : Epoch 1954 | loss: 0.0311207 | val_loss: 0.0311252 | Time: 1420.48 ms
[2021-03-23 12:08:27 main:574] : INFO : Epoch 1955 | loss: 0.0311191 | val_loss: 0.0311238 | Time: 1423.29 ms
[2021-03-23 12:08:29 main:574] : INFO : Epoch 1956 | loss: 0.0311196 | val_loss: 0.0311234 | Time: 1421.66 ms
[2021-03-23 12:08:30 main:574] : INFO : Epoch 1957 | loss: 0.0311199 | val_loss: 0.0311246 | Time: 1419.1 ms
[2021-03-23 12:08:32 main:574] : INFO : Epoch 1958 | loss: 0.0311231 | val_loss: 0.0311285 | Time: 1422 ms
[2021-03-23 12:08:33 main:574] : INFO : Epoch 1959 | loss: 0.0311324 | val_loss: 0.0311257 | Time: 1422.8 ms
[2021-03-23 12:08:34 main:574] : INFO : Epoch 1960 | loss: 0.03112 | val_loss: 0.0311236 | Time: 1419.6 ms
[2021-03-23 12:08:36 main:574] : INFO : Epoch 1961 | loss: 0.0311181 | val_loss: 0.0311284 | Time: 1421.89 ms
[2021-03-23 12:08:37 main:574] : INFO : Epoch 1962 | loss: 0.0311238 | val_loss: 0.0311439 | Time: 1419.27 ms
[2021-03-23 12:08:39 main:574] : INFO : Epoch 1963 | loss: 0.0311278 | val_loss: 0.0311225 | Time: 1428.71 ms
[2021-03-23 12:08:40 main:574] : INFO : Epoch 1964 | loss: 0.0311183 | val_loss: 0.0311226 | Time: 1420.6 ms
[2021-03-23 12:08:42 main:574] : INFO : Epoch 1965 | loss: 0.0311171 | val_loss: 0.0311232 | Time: 1420.26 ms
[2021-03-23 12:08:43 main:574] : INFO : Epoch 1966 | loss: 0.0311177 | val_loss: 0.0311246 | Time: 1421.61 ms
[2021-03-23 12:08:44 main:574] : INFO : Epoch 1967 | loss: 0.0311177 | val_loss: 0.0311234 | Time: 1420.88 ms
[2021-03-23 12:08:46 main:574] : INFO : Epoch 1968 | loss: 0.0311123 | val_loss: 0.0311141 | Time: 1421.47 ms
[2021-03-23 12:08:47 main:574] : INFO : Epoch 1969 | loss: 0.0311087 | val_loss: 0.031115 | Time: 1419.01 ms
[2021-03-23 12:08:49 main:574] : INFO : Epoch 1970 | loss: 0.0311066 | val_loss: 0.0311135 | Time: 1417.61 ms
[2021-03-23 12:08:50 main:574] : INFO : Epoch 1971 | loss: 0.0311049 | val_loss: 0.0311142 | Time: 1421.24 ms
[2021-03-23 12:08:52 main:574] : INFO : Epoch 1972 | loss: 0.0311056 | val_loss: 0.031115 | Time: 1428 ms
[2021-03-23 12:08:53 main:574] : INFO : Epoch 1973 | loss: 0.0311056 | val_loss: 0.0311137 | Time: 1439.59 ms
[2021-03-23 12:08:54 main:574] : INFO : Epoch 1974 | loss: 0.0311059 | val_loss: 0.0311117 | Time: 1420.86 ms
[2021-03-23 12:08:56 main:574] : INFO : Epoch 1975 | loss: 0.031105 | val_loss: 0.0311105 | Time: 1425.28 ms
[2021-03-23 12:08:57 main:574] : INFO : Epoch 1976 | loss: 0.0311045 | val_loss: 0.0311109 | Time: 1422.07 ms
[2021-03-23 12:08:59 main:574] : INFO : Epoch 1977 | loss: 0.0311037 | val_loss: 0.0311122 | Time: 1420.54 ms
[2021-03-23 12:09:00 main:574] : INFO : Epoch 1978 | loss: 0.0311039 | val_loss: 0.0311146 | Time: 1426.75 ms
[2021-03-23 12:09:02 main:574] : INFO : Epoch 1979 | loss: 0.0311073 | val_loss: 0.0311126 | Time: 1421.39 ms
[2021-03-23 12:09:03 main:574] : INFO : Epoch 1980 | loss: 0.0311055 | val_loss: 0.0311128 | Time: 1426.08 ms
[2021-03-23 12:09:04 main:574] : INFO : Epoch 1981 | loss: 0.0311049 | val_loss: 0.03111 | Time: 1418.9 ms
[2021-03-23 12:09:06 main:574] : INFO : Epoch 1982 | loss: 0.0311059 | val_loss: 0.0311125 | Time: 1419.51 ms
[2021-03-23 12:09:07 main:574] : INFO : Epoch 1983 | loss: 0.0311051 | val_loss: 0.0311095 | Time: 1420.85 ms
[2021-03-23 12:09:09 main:574] : INFO : Epoch 1984 | loss: 0.0311047 | val_loss: 0.0311099 | Time: 1425.05 ms
[2021-03-23 12:09:10 main:574] : INFO : Epoch 1985 | loss: 0.0311033 | val_loss: 0.0311103 | Time: 1420.68 ms
[2021-03-23 12:09:12 main:574] : INFO : Epoch 1986 | loss: 0.0311056 | val_loss: 0.0311107 | Time: 1419.56 ms
[2021-03-23 12:09:13 main:574] : INFO : Epoch 1987 | loss: 0.0311053 | val_loss: 0.031111 | Time: 1424.28 ms
[2021-03-23 12:09:15 main:574] : INFO : Epoch 1988 | loss: 0.0311056 | val_loss: 0.0311179 | Time: 1428.38 ms
[2021-03-23 12:09:16 main:574] : INFO : Epoch 1989 | loss: 0.0311106 | val_loss: 0.031111 | Time: 1419.22 ms
[2021-03-23 12:09:17 main:574] : INFO : Epoch 1990 | loss: 0.0311041 | val_loss: 0.0311095 | Time: 1423.4 ms
[2021-03-23 12:09:19 main:574] : INFO : Epoch 1991 | loss: 0.0311055 | val_loss: 0.0311096 | Time: 1422.95 ms
[2021-03-23 12:09:20 main:574] : INFO : Epoch 1992 | loss: 0.0311063 | val_loss: 0.0311094 | Time: 1423.98 ms
[2021-03-23 12:09:22 main:574] : INFO : Epoch 1993 | loss: 0.0311045 | val_loss: 0.0311148 | Time: 1548.49 ms
[2021-03-23 12:09:23 main:574] : INFO : Epoch 1994 | loss: 0.0311074 | val_loss: 0.0311097 | Time: 1419.68 ms
[2021-03-23 12:09:25 main:574] : INFO : Epoch 1995 | loss: 0.0311083 | val_loss: 0.031112 | Time: 1432.16 ms
[2021-03-23 12:09:26 main:574] : INFO : Epoch 1996 | loss: 0.0311034 | val_loss: 0.0311104 | Time: 1430.22 ms
[2021-03-23 12:09:28 main:574] : INFO : Epoch 1997 | loss: 0.0311028 | val_loss: 0.0311106 | Time: 1422.37 ms
[2021-03-23 12:09:29 main:574] : INFO : Epoch 1998 | loss: 0.031106 | val_loss: 0.0311155 | Time: 1427.09 ms
[2021-03-23 12:09:30 main:574] : INFO : Epoch 1999 | loss: 0.0311049 | val_loss: 0.0311104 | Time: 1418.82 ms
[2021-03-23 12:09:32 main:574] : INFO : Epoch 2000 | loss: 0.0311079 | val_loss: 0.0311103 | Time: 1421.36 ms
[2021-03-23 12:09:33 main:574] : INFO : Epoch 2001 | loss: 0.0311052 | val_loss: 0.0311105 | Time: 1423.74 ms
[2021-03-23 12:09:35 main:574] : INFO : Epoch 2002 | loss: 0.0311055 | val_loss: 0.0311116 | Time: 1420.71 ms
[2021-03-23 12:09:36 main:574] : INFO : Epoch 2003 | loss: 0.0311044 | val_loss: 0.0311091 | Time: 1422.35 ms
[2021-03-23 12:09:38 main:574] : INFO : Epoch 2004 | loss: 0.0311064 | val_loss: 0.0311082 | Time: 1427.93 ms
[2021-03-23 12:09:39 main:574] : INFO : Epoch 2005 | loss: 0.0311046 | val_loss: 0.0311106 | Time: 1418.06 ms
[2021-03-23 12:09:40 main:574] : INFO : Epoch 2006 | loss: 0.0311081 | val_loss: 0.0311115 | Time: 1421.17 ms
[2021-03-23 12:09:42 main:574] : INFO : Epoch 2007 | loss: 0.0311044 | val_loss: 0.0311088 | Time: 1419.82 ms
[2021-03-23 12:09:43 main:574] : INFO : Epoch 2008 | loss: 0.0311034 | val_loss: 0.0311101 | Time: 1420.05 ms
[2021-03-23 12:09:45 main:574] : INFO : Epoch 2009 | loss: 0.0311027 | val_loss: 0.0311097 | Time: 1428.97 ms
[2021-03-23 12:09:46 main:574] : INFO : Epoch 2010 | loss: 0.0311047 | val_loss: 0.0311087 | Time: 1422.89 ms
[2021-03-23 12:09:48 main:574] : INFO : Epoch 2011 | loss: 0.0311035 | val_loss: 0.031109 | Time: 1422.39 ms
[2021-03-23 12:09:49 main:574] : INFO : Epoch 2012 | loss: 0.0311026 | val_loss: 0.0311108 | Time: 1420.6 ms
[2021-03-23 12:09:50 main:574] : INFO : Epoch 2013 | loss: 0.0311038 | val_loss: 0.0311099 | Time: 1421.1 ms
[2021-03-23 12:09:52 main:574] : INFO : Epoch 2014 | loss: 0.0311055 | val_loss: 0.0311085 | Time: 1421.85 ms
[2021-03-23 12:09:53 main:574] : INFO : Epoch 2015 | loss: 0.031107 | val_loss: 0.0311142 | Time: 1425.56 ms
[2021-03-23 12:09:55 main:574] : INFO : Epoch 2016 | loss: 0.0311043 | val_loss: 0.0311098 | Time: 1419.93 ms
[2021-03-23 12:09:56 main:574] : INFO : Epoch 2017 | loss: 0.031107 | val_loss: 0.0311108 | Time: 1421.96 ms
[2021-03-23 12:09:58 main:574] : INFO : Epoch 2018 | loss: 0.0311049 | val_loss: 0.0311087 | Time: 1424.48 ms
[2021-03-23 12:09:59 main:574] : INFO : Epoch 2019 | loss: 0.0311049 | val_loss: 0.0311082 | Time: 1427.08 ms
[2021-03-23 12:10:01 main:574] : INFO : Epoch 2020 | loss: 0.0311083 | val_loss: 0.0311119 | Time: 1422.46 ms
[2021-03-23 12:10:02 main:574] : INFO : Epoch 2021 | loss: 0.031106 | val_loss: 0.0311098 | Time: 1428.2 ms
[2021-03-23 12:10:03 main:574] : INFO : Epoch 2022 | loss: 0.0311048 | val_loss: 0.0311085 | Time: 1419.26 ms
[2021-03-23 12:10:05 main:574] : INFO : Epoch 2023 | loss: 0.031104 | val_loss: 0.0311086 | Time: 1419.1 ms
[2021-03-23 12:10:06 main:574] : INFO : Epoch 2024 | loss: 0.031102 | val_loss: 0.0311069 | Time: 1420.83 ms
[2021-03-23 12:10:08 main:574] : INFO : Epoch 2025 | loss: 0.031102 | val_loss: 0.0311052 | Time: 1418.22 ms
[2021-03-23 12:10:09 main:574] : INFO : Epoch 2026 | loss: 0.0311018 | val_loss: 0.0311061 | Time: 1423.92 ms
[2021-03-23 12:10:11 main:574] : INFO : Epoch 2027 | loss: 0.0311002 | val_loss: 0.0311029 | Time: 1419.45 ms
[2021-03-23 12:10:12 main:574] : INFO : Epoch 2028 | loss: 0.0311001 | val_loss: 0.0311025 | Time: 1426.44 ms
[2021-03-23 12:10:13 main:574] : INFO : Epoch 2029 | loss: 0.0310997 | val_loss: 0.0311063 | Time: 1422.41 ms
[2021-03-23 12:10:15 main:574] : INFO : Epoch 2030 | loss: 0.0310997 | val_loss: 0.0311006 | Time: 1423.64 ms
[2021-03-23 12:10:16 main:574] : INFO : Epoch 2031 | loss: 0.0310998 | val_loss: 0.0311023 | Time: 1426.1 ms
[2021-03-23 12:10:18 main:574] : INFO : Epoch 2032 | loss: 0.0310971 | val_loss: 0.0311021 | Time: 1422.55 ms
[2021-03-23 12:10:19 main:574] : INFO : Epoch 2033 | loss: 0.0310968 | val_loss: 0.0311003 | Time: 1421.46 ms
[2021-03-23 12:10:21 main:574] : INFO : Epoch 2034 | loss: 0.0310988 | val_loss: 0.031103 | Time: 1425.93 ms
[2021-03-23 12:10:22 main:574] : INFO : Epoch 2035 | loss: 0.0310987 | val_loss: 0.0311005 | Time: 1422.87 ms
[2021-03-23 12:10:23 main:574] : INFO : Epoch 2036 | loss: 0.0310998 | val_loss: 0.0311024 | Time: 1419.33 ms
[2021-03-23 12:10:25 main:574] : INFO : Epoch 2037 | loss: 0.0311023 | val_loss: 0.0311162 | Time: 1425.12 ms
[2021-03-23 12:10:26 main:574] : INFO : Epoch 2038 | loss: 0.0311017 | val_loss: 0.0311093 | Time: 1418.81 ms
[2021-03-23 12:10:28 main:574] : INFO : Epoch 2039 | loss: 0.0311029 | val_loss: 0.0311065 | Time: 1425.43 ms
[2021-03-23 12:10:29 main:574] : INFO : Epoch 2040 | loss: 0.0311002 | val_loss: 0.0311082 | Time: 1422.61 ms
[2021-03-23 12:10:31 main:574] : INFO : Epoch 2041 | loss: 0.0310968 | val_loss: 0.0311028 | Time: 1422.17 ms
[2021-03-23 12:10:32 main:574] : INFO : Epoch 2042 | loss: 0.0310958 | val_loss: 0.0310988 | Time: 1424.58 ms
[2021-03-23 12:10:33 main:574] : INFO : Epoch 2043 | loss: 0.0310974 | val_loss: 0.0311043 | Time: 1424.42 ms
[2021-03-23 12:10:35 main:574] : INFO : Epoch 2044 | loss: 0.0310972 | val_loss: 0.0311039 | Time: 1421.58 ms
[2021-03-23 12:10:36 main:574] : INFO : Epoch 2045 | loss: 0.0310981 | val_loss: 0.0310985 | Time: 1420.55 ms
[2021-03-23 12:10:38 main:574] : INFO : Epoch 2046 | loss: 0.0310956 | val_loss: 0.0311061 | Time: 1423.53 ms
[2021-03-23 12:10:39 main:574] : INFO : Epoch 2047 | loss: 0.0310969 | val_loss: 0.031099 | Time: 1422.38 ms
[2021-03-23 12:10:41 main:574] : INFO : Epoch 2048 | loss: 0.0310947 | val_loss: 0.0310985 | Time: 1423.36 ms
[2021-03-23 12:10:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310985
[2021-03-23 12:10:41 main:603] : INFO : Saving end state to config to file
[2021-03-23 12:10:41 main:608] : INFO : Success, exiting..
12:10:41 (16232): 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)