Task 5250514
| Name | ParityMachine-1619582066-10829-2_1 |
| Workunit | 3115912 |
| Created | 29 May 2021, 10:22:35 UTC |
| Sent | 29 May 2021, 12:10:28 UTC |
| Report deadline | 5 Jun 2021, 12:10:28 UTC |
| Received | 30 May 2021, 3:03:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 55 min 36 sec |
| CPU time | 55 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,233.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310968 | val_loss: 0.0311351 | Time: 1627.55 ms
[2021-05-29 22:49:52 main:581] : INFO : Epoch 1539 | loss: 0.0310948 | val_loss: 0.0311344 | Time: 1629.43 ms
[2021-05-29 22:49:53 main:581] : INFO : Epoch 1540 | loss: 0.0310945 | val_loss: 0.0311407 | Time: 1628.6 ms
[2021-05-29 22:49:55 main:581] : INFO : Epoch 1541 | loss: 0.0310912 | val_loss: 0.0311463 | Time: 1626.64 ms
[2021-05-29 22:49:57 main:581] : INFO : Epoch 1542 | loss: 0.0310915 | val_loss: 0.0311374 | Time: 1617.26 ms
[2021-05-29 22:49:58 main:581] : INFO : Epoch 1543 | loss: 0.0310901 | val_loss: 0.0311424 | Time: 1625.47 ms
[2021-05-29 22:50:00 main:581] : INFO : Epoch 1544 | loss: 0.0310887 | val_loss: 0.0311407 | Time: 1624.67 ms
[2021-05-29 22:50:01 main:581] : INFO : Epoch 1545 | loss: 0.0310887 | val_loss: 0.0311393 | Time: 1622.11 ms
[2021-05-29 22:50:03 main:581] : INFO : Epoch 1546 | loss: 0.0310881 | val_loss: 0.0311398 | Time: 1621.32 ms
[2021-05-29 22:50:05 main:581] : INFO : Epoch 1547 | loss: 0.0310887 | val_loss: 0.0311436 | Time: 1622.79 ms
[2021-05-29 22:50:06 main:581] : INFO : Epoch 1548 | loss: 0.0310915 | val_loss: 0.0311417 | Time: 1617.94 ms
[2021-05-29 22:50:08 main:581] : INFO : Epoch 1549 | loss: 0.0310927 | val_loss: 0.0311372 | Time: 1617.11 ms
[2021-05-29 22:50:10 main:581] : INFO : Epoch 1550 | loss: 0.0310901 | val_loss: 0.0311423 | Time: 1613.47 ms
[2021-05-29 22:50:11 main:581] : INFO : Epoch 1551 | loss: 0.0310963 | val_loss: 0.0311378 | Time: 1603 ms
[2021-05-29 22:50:13 main:581] : INFO : Epoch 1552 | loss: 0.0310913 | val_loss: 0.0311466 | Time: 1618.49 ms
[2021-05-29 22:50:14 main:581] : INFO : Epoch 1553 | loss: 0.0310955 | val_loss: 0.0311454 | Time: 1643.22 ms
[2021-05-29 22:50:16 main:581] : INFO : Epoch 1554 | loss: 0.031097 | val_loss: 0.0311379 | Time: 1637.75 ms
[2021-05-29 22:50:18 main:581] : INFO : Epoch 1555 | loss: 0.0310952 | val_loss: 0.0311431 | Time: 1629.43 ms
[2021-05-29 22:50:19 main:581] : INFO : Epoch 1556 | loss: 0.0310969 | val_loss: 0.0311333 | Time: 1628.3 ms
[2021-05-29 22:50:21 main:581] : INFO : Epoch 1557 | loss: 0.0310972 | val_loss: 0.0311368 | Time: 1631.38 ms
[2021-05-29 22:50:23 main:581] : INFO : Epoch 1558 | loss: 0.0310966 | val_loss: 0.0311321 | Time: 1628.02 ms
[2021-05-29 22:50:24 main:581] : INFO : Epoch 1559 | loss: 0.0310985 | val_loss: 0.031132 | Time: 1627.95 ms
[2021-05-29 22:50:26 main:581] : INFO : Epoch 1560 | loss: 0.031099 | val_loss: 0.0311431 | Time: 1620.45 ms
[2021-05-29 22:50:27 main:581] : INFO : Epoch 1561 | loss: 0.0310998 | val_loss: 0.0311333 | Time: 1614.98 ms
[2021-05-29 22:50:29 main:581] : INFO : Epoch 1562 | loss: 0.0310964 | val_loss: 0.0311379 | Time: 1616.35 ms
[2021-05-29 22:50:31 main:581] : INFO : Epoch 1563 | loss: 0.0310945 | val_loss: 0.0311339 | Time: 1609.67 ms
[2021-05-29 22:50:32 main:581] : INFO : Epoch 1564 | loss: 0.0310912 | val_loss: 0.0311327 | Time: 1623.05 ms
[2021-05-29 22:50:34 main:581] : INFO : Epoch 1565 | loss: 0.0310899 | val_loss: 0.0311335 | Time: 1625.81 ms
[2021-05-29 22:50:36 main:581] : INFO : Epoch 1566 | loss: 0.0310923 | val_loss: 0.0311307 | Time: 1625.38 ms
[2021-05-29 22:50:37 main:581] : INFO : Epoch 1567 | loss: 0.0310945 | val_loss: 0.031135 | Time: 1627.63 ms
[2021-05-29 22:50:39 main:581] : INFO : Epoch 1568 | loss: 0.0310966 | val_loss: 0.0311375 | Time: 1630.06 ms
[2021-05-29 22:50:40 main:581] : INFO : Epoch 1569 | loss: 0.0310971 | val_loss: 0.0311369 | Time: 1625.82 ms
[2021-05-29 22:50:42 main:581] : INFO : Epoch 1570 | loss: 0.0310974 | val_loss: 0.0311341 | Time: 1626.52 ms
[2021-05-29 22:50:44 main:581] : INFO : Epoch 1571 | loss: 0.0310933 | val_loss: 0.0311317 | Time: 1622.63 ms
[2021-05-29 22:50:45 main:581] : INFO : Epoch 1572 | loss: 0.0310921 | val_loss: 0.0311345 | Time: 1628.44 ms
[2021-05-29 22:50:47 main:581] : INFO : Epoch 1573 | loss: 0.0310911 | val_loss: 0.0311354 | Time: 1622.05 ms
[2021-05-29 22:50:49 main:581] : INFO : Epoch 1574 | loss: 0.0310896 | val_loss: 0.0311385 | Time: 1624.12 ms
[2021-05-29 22:50:50 main:581] : INFO : Epoch 1575 | loss: 0.0310947 | val_loss: 0.031135 | Time: 1632.05 ms
[2021-05-29 22:50:52 main:581] : INFO : Epoch 1576 | loss: 0.0310945 | val_loss: 0.0311365 | Time: 1626.83 ms
[2021-05-29 22:50:53 main:581] : INFO : Epoch 1577 | loss: 0.0310913 | val_loss: 0.0311367 | Time: 1625.05 ms
[2021-05-29 22:50:55 main:581] : INFO : Epoch 1578 | loss: 0.0310914 | val_loss: 0.0311398 | Time: 1631.02 ms
[2021-05-29 22:50:57 main:581] : INFO : Epoch 1579 | loss: 0.0310899 | val_loss: 0.0311383 | Time: 1626.21 ms
[2021-05-29 22:50:58 main:581] : INFO : Epoch 1580 | loss: 0.0310909 | val_loss: 0.0311366 | Time: 1616.23 ms
[2021-05-29 22:51:00 main:581] : INFO : Epoch 1581 | loss: 0.0310896 | val_loss: 0.0311364 | Time: 1631.48 ms
[2021-05-29 22:51:02 main:581] : INFO : Epoch 1582 | loss: 0.0310896 | val_loss: 0.0311366 | Time: 1621.28 ms
[2021-05-29 22:51:03 main:581] : INFO : Epoch 1583 | loss: 0.0310876 | val_loss: 0.0311299 | Time: 1609.12 ms
[2021-05-29 22:51:05 main:581] : INFO : Epoch 1584 | loss: 0.0310865 | val_loss: 0.0311318 | Time: 1605.18 ms
[2021-05-29 22:51:06 main:581] : INFO : Epoch 1585 | loss: 0.031091 | val_loss: 0.0311303 | Time: 1628.58 ms
[2021-05-29 22:51:08 main:581] : INFO : Epoch 1586 | loss: 0.0310925 | val_loss: 0.0311323 | Time: 1635.59 ms
[2021-05-29 22:51:10 main:581] : INFO : Epoch 1587 | loss: 0.0310924 | val_loss: 0.03113 | Time: 1635.21 ms
[2021-05-29 22:51:11 main:581] : INFO : Epoch 1588 | loss: 0.0310895 | val_loss: 0.0311348 | Time: 1631.61 ms
[2021-05-29 22:51:13 main:581] : INFO : Epoch 1589 | loss: 0.0310883 | val_loss: 0.0311372 | Time: 1635.04 ms
[2021-05-29 22:51:15 main:581] : INFO : Epoch 1590 | loss: 0.031091 | val_loss: 0.0311358 | Time: 1631.9 ms
[2021-05-29 22:51:16 main:581] : INFO : Epoch 1591 | loss: 0.0310889 | val_loss: 0.0311445 | Time: 1630.6 ms
[2021-05-29 22:51:18 main:581] : INFO : Epoch 1592 | loss: 0.0310901 | val_loss: 0.031141 | Time: 1629.75 ms
[2021-05-29 22:51:19 main:581] : INFO : Epoch 1593 | loss: 0.0310954 | val_loss: 0.0311383 | Time: 1640.33 ms
[2021-05-29 22:51:21 main:581] : INFO : Epoch 1594 | loss: 0.0310964 | val_loss: 0.0311377 | Time: 1635.94 ms
[2021-05-29 22:51:23 main:581] : INFO : Epoch 1595 | loss: 0.0310922 | val_loss: 0.0311433 | Time: 1627.63 ms
[2021-05-29 22:51:24 main:581] : INFO : Epoch 1596 | loss: 0.0310886 | val_loss: 0.03114 | Time: 1633.07 ms
[2021-05-29 22:51:26 main:581] : INFO : Epoch 1597 | loss: 0.0310877 | val_loss: 0.0311381 | Time: 1632.81 ms
[2021-05-29 22:51:28 main:581] : INFO : Epoch 1598 | loss: 0.0310857 | val_loss: 0.0311441 | Time: 1633.33 ms
[2021-05-29 22:51:29 main:581] : INFO : Epoch 1599 | loss: 0.0310842 | val_loss: 0.0311437 | Time: 1631.12 ms
[2021-05-29 22:51:31 main:581] : INFO : Epoch 1600 | loss: 0.0310836 | val_loss: 0.0311436 | Time: 1629.17 ms
[2021-05-29 22:51:33 main:581] : INFO : Epoch 1601 | loss: 0.031086 | val_loss: 0.0311445 | Time: 1629.86 ms
[2021-05-29 22:51:34 main:581] : INFO : Epoch 1602 | loss: 0.0310884 | val_loss: 0.0311402 | Time: 1629.64 ms
[2021-05-29 22:51:36 main:581] : INFO : Epoch 1603 | loss: 0.0310994 | val_loss: 0.0311423 | Time: 1630.36 ms
[2021-05-29 22:51:37 main:581] : INFO : Epoch 1604 | loss: 0.031097 | val_loss: 0.03114 | Time: 1627.36 ms
[2021-05-29 22:51:39 main:581] : INFO : Epoch 1605 | loss: 0.0310923 | val_loss: 0.0311404 | Time: 1627.93 ms
[2021-05-29 22:51:41 main:581] : INFO : Epoch 1606 | loss: 0.0310951 | val_loss: 0.0311344 | Time: 1630.34 ms
[2021-05-29 22:51:42 main:581] : INFO : Epoch 1607 | loss: 0.0310993 | val_loss: 0.0311377 | Time: 1631.95 ms
[2021-05-29 22:51:44 main:581] : INFO : Epoch 1608 | loss: 0.0310973 | val_loss: 0.0311375 | Time: 1633.23 ms
[2021-05-29 22:51:46 main:581] : INFO : Epoch 1609 | loss: 0.0310949 | val_loss: 0.0311379 | Time: 1630.24 ms
[2021-05-29 22:51:47 main:581] : INFO : Epoch 1610 | loss: 0.031098 | val_loss: 0.0311405 | Time: 1632.31 ms
[2021-05-29 22:51:49 main:581] : INFO : Epoch 1611 | loss: 0.0310956 | val_loss: 0.0311437 | Time: 1625.13 ms
[2021-05-29 22:51:50 main:581] : INFO : Epoch 1612 | loss: 0.0310969 | val_loss: 0.0311351 | Time: 1627.03 ms
[2021-05-29 22:51:52 main:581] : INFO : Epoch 1613 | loss: 0.031091 | val_loss: 0.031139 | Time: 1629.14 ms
[2021-05-29 22:51:54 main:581] : INFO : Epoch 1614 | loss: 0.0310919 | val_loss: 0.0311323 | Time: 1636.7 ms
[2021-05-29 22:51:55 main:581] : INFO : Epoch 1615 | loss: 0.0310904 | val_loss: 0.0311451 | Time: 1635.28 ms
[2021-05-29 22:51:57 main:581] : INFO : Epoch 1616 | loss: 0.0310892 | val_loss: 0.031144 | Time: 1636.85 ms
[2021-05-29 22:51:59 main:581] : INFO : Epoch 1617 | loss: 0.0310882 | val_loss: 0.031136 | Time: 1627.17 ms
[2021-05-29 22:52:00 main:581] : INFO : Epoch 1618 | loss: 0.0310881 | val_loss: 0.0311438 | Time: 1643.86 ms
[2021-05-29 22:52:02 main:581] : INFO : Epoch 1619 | loss: 0.0310875 | val_loss: 0.0311366 | Time: 1624.55 ms
[2021-05-29 22:52:03 main:581] : INFO : Epoch 1620 | loss: 0.0310907 | val_loss: 0.0311366 | Time: 1626.6 ms
[2021-05-29 22:52:05 main:581] : INFO : Epoch 1621 | loss: 0.0310888 | val_loss: 0.0311439 | Time: 1610.35 ms
[2021-05-29 22:52:07 main:581] : INFO : Epoch 1622 | loss: 0.0310874 | val_loss: 0.0311416 | Time: 1606.68 ms
[2021-05-29 22:52:08 main:581] : INFO : Epoch 1623 | loss: 0.0310877 | val_loss: 0.0311392 | Time: 1626.68 ms
[2021-05-29 22:52:10 main:581] : INFO : Epoch 1624 | loss: 0.031091 | val_loss: 0.0311406 | Time: 1627.03 ms
[2021-05-29 22:52:12 main:581] : INFO : Epoch 1625 | loss: 0.0310885 | val_loss: 0.0311381 | Time: 1624.07 ms
[2021-05-29 22:52:13 main:581] : INFO : Epoch 1626 | loss: 0.0310873 | val_loss: 0.0311462 | Time: 1627.61 ms
[2021-05-29 22:52:15 main:581] : INFO : Epoch 1627 | loss: 0.0310858 | val_loss: 0.0311383 | Time: 1622.61 ms
[2021-05-29 22:52:16 main:581] : INFO : Epoch 1628 | loss: 0.0310897 | val_loss: 0.0311462 | Time: 1623.56 ms
[2021-05-29 22:52:18 main:581] : INFO : Epoch 1629 | loss: 0.0310948 | val_loss: 0.0311419 | Time: 1627.1 ms
[2021-05-29 22:52:20 main:581] : INFO : Epoch 1630 | loss: 0.0310902 | val_loss: 0.0311425 | Time: 1630.79 ms
[2021-05-29 22:52:21 main:581] : INFO : Epoch 1631 | loss: 0.031089 | val_loss: 0.031146 | Time: 1627.02 ms
[2021-05-29 22:52:23 main:581] : INFO : Epoch 1632 | loss: 0.0310853 | val_loss: 0.0311445 | Time: 1626.17 ms
[2021-05-29 22:52:25 main:581] : INFO : Epoch 1633 | loss: 0.0310914 | val_loss: 0.0311461 | Time: 1622.17 ms
[2021-05-29 22:52:26 main:581] : INFO : Epoch 1634 | loss: 0.031106 | val_loss: 0.0311418 | Time: 1615 ms
[2021-05-29 22:52:28 main:581] : INFO : Epoch 1635 | loss: 0.0311189 | val_loss: 0.0311372 | Time: 1623.35 ms
[2021-05-29 22:52:29 main:581] : INFO : Epoch 1636 | loss: 0.0311202 | val_loss: 0.0311314 | Time: 1619.57 ms
[2021-05-29 22:52:31 main:581] : INFO : Epoch 1637 | loss: 0.0311209 | val_loss: 0.0311324 | Time: 1617.82 ms
[2021-05-29 22:52:33 main:581] : INFO : Epoch 1638 | loss: 0.0311187 | val_loss: 0.0311331 | Time: 1619.43 ms
[2021-05-29 22:52:34 main:581] : INFO : Epoch 1639 | loss: 0.0311129 | val_loss: 0.0311299 | Time: 1616.37 ms
[2021-05-29 22:52:36 main:581] : INFO : Epoch 1640 | loss: 0.0311107 | val_loss: 0.031131 | Time: 1625.82 ms
[2021-05-29 22:52:38 main:581] : INFO : Epoch 1641 | loss: 0.0311092 | val_loss: 0.0311303 | Time: 1626.59 ms
[2021-05-29 22:52:39 main:581] : INFO : Epoch 1642 | loss: 0.0311088 | val_loss: 0.0311313 | Time: 1627.99 ms
[2021-05-29 22:52:41 main:581] : INFO : Epoch 1643 | loss: 0.0311071 | val_loss: 0.0311316 | Time: 1624.83 ms
[2021-05-29 22:52:42 main:581] : INFO : Epoch 1644 | loss: 0.0311047 | val_loss: 0.0311305 | Time: 1628.46 ms
[2021-05-29 22:52:44 main:581] : INFO : Epoch 1645 | loss: 0.0311039 | val_loss: 0.0311308 | Time: 1627.69 ms
[2021-05-29 22:52:46 main:581] : INFO : Epoch 1646 | loss: 0.0311059 | val_loss: 0.0311324 | Time: 1628.42 ms
[2021-05-29 22:52:47 main:581] : INFO : Epoch 1647 | loss: 0.031104 | val_loss: 0.031134 | Time: 1629.24 ms
[2021-05-29 22:52:49 main:581] : INFO : Epoch 1648 | loss: 0.0311041 | val_loss: 0.0311356 | Time: 1630.53 ms
[2021-05-29 22:52:51 main:581] : INFO : Epoch 1649 | loss: 0.0311019 | val_loss: 0.0311333 | Time: 1628.37 ms
[2021-05-29 22:52:52 main:581] : INFO : Epoch 1650 | loss: 0.0311013 | val_loss: 0.0311322 | Time: 1626.57 ms
[2021-05-29 22:52:54 main:581] : INFO : Epoch 1651 | loss: 0.0311011 | val_loss: 0.0311416 | Time: 1604.93 ms
[2021-05-29 22:52:55 main:581] : INFO : Epoch 1652 | loss: 0.0311028 | val_loss: 0.0311433 | Time: 1612.21 ms
[2021-05-29 22:52:57 main:581] : INFO : Epoch 1653 | loss: 0.0311016 | val_loss: 0.0311363 | Time: 1621.79 ms
[2021-05-29 22:52:59 main:581] : INFO : Epoch 1654 | loss: 0.0310979 | val_loss: 0.0311407 | Time: 1629.47 ms
[2021-05-29 22:53:00 main:581] : INFO : Epoch 1655 | loss: 0.0310958 | val_loss: 0.0311389 | Time: 1642.17 ms
[2021-05-29 22:53:02 main:581] : INFO : Epoch 1656 | loss: 0.0310954 | val_loss: 0.0311406 | Time: 1610.1 ms
[2021-05-29 22:53:04 main:581] : INFO : Epoch 1657 | loss: 0.0310994 | val_loss: 0.0311368 | Time: 1626.14 ms
[2021-05-29 22:53:05 main:581] : INFO : Epoch 1658 | loss: 0.0311 | val_loss: 0.0311366 | Time: 1607.77 ms
[2021-05-29 22:53:07 main:581] : INFO : Epoch 1659 | loss: 0.0311004 | val_loss: 0.0311414 | Time: 1608.53 ms
[2021-05-29 22:53:08 main:581] : INFO : Epoch 1660 | loss: 0.0310976 | val_loss: 0.031139 | Time: 1619.62 ms
[2021-05-29 22:53:10 main:581] : INFO : Epoch 1661 | loss: 0.0310948 | val_loss: 0.0311398 | Time: 1625.3 ms
[2021-05-29 22:53:12 main:581] : INFO : Epoch 1662 | loss: 0.0310938 | val_loss: 0.0311352 | Time: 1624.75 ms
[2021-05-29 22:53:13 main:581] : INFO : Epoch 1663 | loss: 0.0310919 | val_loss: 0.031141 | Time: 1629.79 ms
[2021-05-29 22:53:15 main:581] : INFO : Epoch 1664 | loss: 0.0310928 | val_loss: 0.0311365 | Time: 1620.84 ms
[2021-05-29 22:53:17 main:581] : INFO : Epoch 1665 | loss: 0.0310904 | val_loss: 0.0311385 | Time: 1619.91 ms
[2021-05-29 22:53:18 main:581] : INFO : Epoch 1666 | loss: 0.0310901 | val_loss: 0.0311364 | Time: 1647.08 ms
[2021-05-29 22:53:20 main:581] : INFO : Epoch 1667 | loss: 0.0310912 | val_loss: 0.0311344 | Time: 1635.57 ms
[2021-05-29 22:53:21 main:581] : INFO : Epoch 1668 | loss: 0.0310962 | val_loss: 0.0311358 | Time: 1634.98 ms
[2021-05-29 22:53:23 main:581] : INFO : Epoch 1669 | loss: 0.031093 | val_loss: 0.0311365 | Time: 1623.66 ms
[2021-05-29 22:53:25 main:581] : INFO : Epoch 1670 | loss: 0.0310973 | val_loss: 0.0311343 | Time: 1609.97 ms
[2021-05-29 22:53:26 main:581] : INFO : Epoch 1671 | loss: 0.0310944 | val_loss: 0.0311386 | Time: 1609.84 ms
[2021-05-29 22:53:28 main:581] : INFO : Epoch 1672 | loss: 0.0310924 | val_loss: 0.0311398 | Time: 1609.61 ms
[2021-05-29 22:53:30 main:581] : INFO : Epoch 1673 | loss: 0.0310892 | val_loss: 0.0311426 | Time: 1619.48 ms
[2021-05-29 22:53:31 main:581] : INFO : Epoch 1674 | loss: 0.0310895 | val_loss: 0.0311395 | Time: 1626.29 ms
[2021-05-29 22:53:33 main:581] : INFO : Epoch 1675 | loss: 0.0310879 | val_loss: 0.0311375 | Time: 1618.6 ms
[2021-05-29 22:53:34 main:581] : INFO : Epoch 1676 | loss: 0.031087 | val_loss: 0.031143 | Time: 1626.59 ms
[2021-05-29 22:53:36 main:581] : INFO : Epoch 1677 | loss: 0.0310852 | val_loss: 0.0311383 | Time: 1623.51 ms
[2021-05-29 22:53:38 main:581] : INFO : Epoch 1678 | loss: 0.031087 | val_loss: 0.0311359 | Time: 1623.27 ms
[2021-05-29 22:53:39 main:581] : INFO : Epoch 1679 | loss: 0.0310873 | val_loss: 0.0311383 | Time: 1627.29 ms
[2021-05-29 22:53:41 main:581] : INFO : Epoch 1680 | loss: 0.0310896 | val_loss: 0.0311479 | Time: 1626.35 ms
[2021-05-29 22:53:43 main:581] : INFO : Epoch 1681 | loss: 0.0310926 | val_loss: 0.0311433 | Time: 1626.07 ms
[2021-05-29 22:53:44 main:581] : INFO : Epoch 1682 | loss: 0.031091 | val_loss: 0.0311387 | Time: 1628.37 ms
[2021-05-29 22:53:46 main:581] : INFO : Epoch 1683 | loss: 0.0310891 | val_loss: 0.0311351 | Time: 1635.58 ms
[2021-05-29 22:53:47 main:581] : INFO : Epoch 1684 | loss: 0.0310873 | val_loss: 0.0311324 | Time: 1623.75 ms
[2021-05-29 22:53:49 main:581] : INFO : Epoch 1685 | loss: 0.0310864 | val_loss: 0.0311336 | Time: 1628.77 ms
[2021-05-29 22:53:51 main:581] : INFO : Epoch 1686 | loss: 0.0310841 | val_loss: 0.0311311 | Time: 1627.71 ms
[2021-05-29 22:53:52 main:581] : INFO : Epoch 1687 | loss: 0.031084 | val_loss: 0.0311396 | Time: 1630.08 ms
[2021-05-29 22:53:54 main:581] : INFO : Epoch 1688 | loss: 0.0310833 | val_loss: 0.0311353 | Time: 1630.97 ms
[2021-05-29 22:53:56 main:581] : INFO : Epoch 1689 | loss: 0.0310818 | val_loss: 0.0311342 | Time: 1612.84 ms
[2021-05-29 22:53:57 main:581] : INFO : Epoch 1690 | loss: 0.0310821 | val_loss: 0.0311344 | Time: 1620.82 ms
[2021-05-29 22:53:59 main:581] : INFO : Epoch 1691 | loss: 0.0310817 | val_loss: 0.0311395 | Time: 1619.47 ms
[2021-05-29 22:54:00 main:581] : INFO : Epoch 1692 | loss: 0.0310838 | val_loss: 0.031134 | Time: 1627.7 ms
[2021-05-29 22:54:02 main:581] : INFO : Epoch 1693 | loss: 0.0310829 | val_loss: 0.0311387 | Time: 1620.57 ms
[2021-05-29 22:54:04 main:581] : INFO : Epoch 1694 | loss: 0.0310824 | val_loss: 0.0311402 | Time: 1619.68 ms
[2021-05-29 22:54:05 main:581] : INFO : Epoch 1695 | loss: 0.0310847 | val_loss: 0.03114 | Time: 1614.03 ms
[2021-05-29 22:54:07 main:581] : INFO : Epoch 1696 | loss: 0.0310838 | val_loss: 0.0311347 | Time: 1618.1 ms
[2021-05-29 22:54:08 main:581] : INFO : Epoch 1697 | loss: 0.0310843 | val_loss: 0.031138 | Time: 1619.62 ms
[2021-05-29 22:54:10 main:581] : INFO : Epoch 1698 | loss: 0.0310831 | val_loss: 0.031138 | Time: 1620.85 ms
[2021-05-29 22:54:12 main:581] : INFO : Epoch 1699 | loss: 0.0310798 | val_loss: 0.0311442 | Time: 1615.88 ms
[2021-05-29 22:54:13 main:581] : INFO : Epoch 1700 | loss: 0.0310793 | val_loss: 0.0311346 | Time: 1620.03 ms
[2021-05-29 22:54:15 main:581] : INFO : Epoch 1701 | loss: 0.0310772 | val_loss: 0.0311425 | Time: 1621.76 ms
[2021-05-29 22:54:17 main:581] : INFO : Epoch 1702 | loss: 0.0310826 | val_loss: 0.0311407 | Time: 1618.17 ms
[2021-05-29 22:54:18 main:581] : INFO : Epoch 1703 | loss: 0.0310932 | val_loss: 0.0311351 | Time: 1615.7 ms
[2021-05-29 22:54:20 main:581] : INFO : Epoch 1704 | loss: 0.0310952 | val_loss: 0.0311414 | Time: 1621.82 ms
[2021-05-29 22:54:21 main:581] : INFO : Epoch 1705 | loss: 0.0310917 | val_loss: 0.0311343 | Time: 1616.68 ms
[2021-05-29 22:54:23 main:581] : INFO : Epoch 1706 | loss: 0.0310898 | val_loss: 0.0311323 | Time: 1615.05 ms
[2021-05-29 22:54:25 main:581] : INFO : Epoch 1707 | loss: 0.0310902 | val_loss: 0.031135 | Time: 1607.27 ms
[2021-05-29 22:54:26 main:581] : INFO : Epoch 1708 | loss: 0.0310858 | val_loss: 0.0311352 | Time: 1614.45 ms
[2021-05-29 22:54:28 main:581] : INFO : Epoch 1709 | loss: 0.0310872 | val_loss: 0.0311382 | Time: 1610.23 ms
[2021-05-29 22:54:30 main:581] : INFO : Epoch 1710 | loss: 0.0310868 | val_loss: 0.0311328 | Time: 1611.75 ms
[2021-05-29 22:54:31 main:581] : INFO : Epoch 1711 | loss: 0.031084 | val_loss: 0.0311348 | Time: 1614.82 ms
[2021-05-29 22:54:33 main:581] : INFO : Epoch 1712 | loss: 0.0310844 | val_loss: 0.0311358 | Time: 1616.96 ms
[2021-05-29 22:54:34 main:581] : INFO : Epoch 1713 | loss: 0.0310852 | val_loss: 0.0311478 | Time: 1611.88 ms
[2021-05-29 22:54:36 main:581] : INFO : Epoch 1714 | loss: 0.03109 | val_loss: 0.0311336 | Time: 1610.92 ms
[2021-05-29 22:54:38 main:581] : INFO : Epoch 1715 | loss: 0.0310884 | val_loss: 0.0311393 | Time: 1590.19 ms
[2021-05-29 22:54:39 main:581] : INFO : Epoch 1716 | loss: 0.0310861 | val_loss: 0.0311358 | Time: 1602.88 ms
[2021-05-29 22:54:41 main:581] : INFO : Epoch 1717 | loss: 0.0310853 | val_loss: 0.0311366 | Time: 1608.91 ms
[2021-05-29 22:54:42 main:581] : INFO : Epoch 1718 | loss: 0.031107 | val_loss: 0.031142 | Time: 1611.73 ms
[2021-05-29 22:54:44 main:581] : INFO : Epoch 1719 | loss: 0.0311037 | val_loss: 0.0311428 | Time: 1619.34 ms
[2021-05-29 22:54:46 main:581] : INFO : Epoch 1720 | loss: 0.0311003 | val_loss: 0.0311427 | Time: 1611.09 ms
[2021-05-29 22:54:47 main:581] : INFO : Epoch 1721 | loss: 0.0310964 | val_loss: 0.0311375 | Time: 1615.38 ms
[2021-05-29 22:54:49 main:581] : INFO : Epoch 1722 | loss: 0.0310922 | val_loss: 0.0311366 | Time: 1614.46 ms
[2021-05-29 22:54:50 main:581] : INFO : Epoch 1723 | loss: 0.0310906 | val_loss: 0.0311449 | Time: 1608.31 ms
[2021-05-29 22:54:52 main:581] : INFO : Epoch 1724 | loss: 0.0310908 | val_loss: 0.0311617 | Time: 1623.07 ms
[2021-05-29 22:54:54 main:581] : INFO : Epoch 1725 | loss: 0.0310893 | val_loss: 0.0311435 | Time: 1627.51 ms
[2021-05-29 22:54:55 main:581] : INFO : Epoch 1726 | loss: 0.0310861 | val_loss: 0.0311309 | Time: 1626.3 ms
[2021-05-29 22:54:57 main:581] : INFO : Epoch 1727 | loss: 0.031089 | val_loss: 0.0311291 | Time: 1631.67 ms
[2021-05-29 22:54:59 main:581] : INFO : Epoch 1728 | loss: 0.0310933 | val_loss: 0.0311305 | Time: 1632.69 ms
[2021-05-29 22:55:00 main:581] : INFO : Epoch 1729 | loss: 0.0310955 | val_loss: 0.0311319 | Time: 1642.87 ms
[2021-05-29 22:55:02 main:581] : INFO : Epoch 1730 | loss: 0.0310916 | val_loss: 0.0311343 | Time: 1634.61 ms
[2021-05-29 22:55:03 main:581] : INFO : Epoch 1731 | loss: 0.0310891 | val_loss: 0.0311404 | Time: 1618.4 ms
[2021-05-29 22:55:05 main:581] : INFO : Epoch 1732 | loss: 0.0310868 | val_loss: 0.0311374 | Time: 1643.17 ms
[2021-05-29 22:55:07 main:581] : INFO : Epoch 1733 | loss: 0.0310902 | val_loss: 0.0311463 | Time: 1637.34 ms
[2021-05-29 22:55:08 main:581] : INFO : Epoch 1734 | loss: 0.0310894 | val_loss: 0.0311406 | Time: 1628.57 ms
[2021-05-29 22:55:10 main:581] : INFO : Epoch 1735 | loss: 0.0310877 | val_loss: 0.0311388 | Time: 1623.88 ms
[2021-05-29 22:55:12 main:581] : INFO : Epoch 1736 | loss: 0.0310899 | val_loss: 0.0311338 | Time: 1630.47 ms
[2021-05-29 22:55:13 main:581] : INFO : Epoch 1737 | loss: 0.0310856 | val_loss: 0.0311344 | Time: 1625.95 ms
[2021-05-29 22:55:15 main:581] : INFO : Epoch 1738 | loss: 0.0310849 | val_loss: 0.0311363 | Time: 1621.95 ms
[2021-05-29 22:55:17 main:581] : INFO : Epoch 1739 | loss: 0.0310869 | val_loss: 0.0311384 | Time: 1623.26 ms
[2021-05-29 22:55:18 main:581] : INFO : Epoch 1740 | loss: 0.031086 | val_loss: 0.0311386 | Time: 1616.2 ms
[2021-05-29 22:55:20 main:581] : INFO : Epoch 1741 | loss: 0.0310875 | val_loss: 0.0311375 | Time: 1621.3 ms
[2021-05-29 22:55:21 main:581] : INFO : Epoch 1742 | loss: 0.0310899 | val_loss: 0.0311318 | Time: 1621.03 ms
[2021-05-29 22:55:23 main:581] : INFO : Epoch 1743 | loss: 0.0310906 | val_loss: 0.031142 | Time: 1613.11 ms
[2021-05-29 22:55:25 main:581] : INFO : Epoch 1744 | loss: 0.0310921 | val_loss: 0.0311414 | Time: 1623.92 ms
[2021-05-29 22:55:26 main:581] : INFO : Epoch 1745 | loss: 0.0310875 | val_loss: 0.0311397 | Time: 1635.67 ms
[2021-05-29 22:55:28 main:581] : INFO : Epoch 1746 | loss: 0.0310863 | val_loss: 0.0311423 | Time: 1641.71 ms
[2021-05-29 22:55:30 main:581] : INFO : Epoch 1747 | loss: 0.03109 | val_loss: 0.0311421 | Time: 1647.63 ms
[2021-05-29 22:55:31 main:581] : INFO : Epoch 1748 | loss: 0.0310921 | val_loss: 0.0311399 | Time: 1613.32 ms
[2021-05-29 22:55:33 main:581] : INFO : Epoch 1749 | loss: 0.0310937 | val_loss: 0.0311365 | Time: 1616.64 ms
[2021-05-29 22:55:34 main:581] : INFO : Epoch 1750 | loss: 0.0310933 | val_loss: 0.0311387 | Time: 1623.69 ms
[2021-05-29 22:55:36 main:581] : INFO : Epoch 1751 | loss: 0.0310902 | val_loss: 0.0311403 | Time: 1632.21 ms
[2021-05-29 22:55:38 main:581] : INFO : Epoch 1752 | loss: 0.0310865 | val_loss: 0.0311387 | Time: 1627.77 ms
[2021-05-29 22:55:39 main:581] : INFO : Epoch 1753 | loss: 0.0310842 | val_loss: 0.031141 | Time: 1628.09 ms
[2021-05-29 22:55:41 main:581] : INFO : Epoch 1754 | loss: 0.0310824 | val_loss: 0.0311414 | Time: 1624.41 ms
[2021-05-29 22:55:43 main:581] : INFO : Epoch 1755 | loss: 0.0310806 | val_loss: 0.0311497 | Time: 1624.22 ms
[2021-05-29 22:55:44 main:581] : INFO : Epoch 1756 | loss: 0.0310835 | val_loss: 0.0311446 | Time: 1624.17 ms
[2021-05-29 22:55:46 main:581] : INFO : Epoch 1757 | loss: 0.0310806 | val_loss: 0.0311444 | Time: 1626.14 ms
[2021-05-29 22:55:47 main:581] : INFO : Epoch 1758 | loss: 0.0310841 | val_loss: 0.0311462 | Time: 1621.07 ms
[2021-05-29 22:55:49 main:581] : INFO : Epoch 1759 | loss: 0.0310842 | val_loss: 0.0311435 | Time: 1621.54 ms
[2021-05-29 22:55:51 main:581] : INFO : Epoch 1760 | loss: 0.0310858 | val_loss: 0.0311473 | Time: 1619.55 ms
[2021-05-29 22:55:52 main:581] : INFO : Epoch 1761 | loss: 0.0310863 | val_loss: 0.0311428 | Time: 1624.05 ms
[2021-05-29 22:55:54 main:581] : INFO : Epoch 1762 | loss: 0.0310939 | val_loss: 0.0311476 | Time: 1621.47 ms
[2021-05-29 22:55:56 main:581] : INFO : Epoch 1763 | loss: 0.031091 | val_loss: 0.031141 | Time: 1614.67 ms
[2021-05-29 22:55:57 main:581] : INFO : Epoch 1764 | loss: 0.0310906 | val_loss: 0.0311395 | Time: 1613.18 ms
[2021-05-29 22:55:59 main:581] : INFO : Epoch 1765 | loss: 0.0310872 | val_loss: 0.031146 | Time: 1633.25 ms
[2021-05-29 22:56:00 main:581] : INFO : Epoch 1766 | loss: 0.0310887 | val_loss: 0.0311405 | Time: 1647.15 ms
[2021-05-29 22:56:02 main:581] : INFO : Epoch 1767 | loss: 0.0310843 | val_loss: 0.0311462 | Time: 1620.41 ms
[2021-05-29 22:56:04 main:581] : INFO : Epoch 1768 | loss: 0.0310922 | val_loss: 0.0311448 | Time: 1636.44 ms
[2021-05-29 22:56:05 main:581] : INFO : Epoch 1769 | loss: 0.0310913 | val_loss: 0.031144 | Time: 1635.77 ms
[2021-05-29 22:56:07 main:581] : INFO : Epoch 1770 | loss: 0.031093 | val_loss: 0.0311393 | Time: 1620.57 ms
[2021-05-29 22:56:09 main:581] : INFO : Epoch 1771 | loss: 0.0310888 | val_loss: 0.0311418 | Time: 1598.93 ms
[2021-05-29 22:56:10 main:581] : INFO : Epoch 1772 | loss: 0.0310917 | val_loss: 0.0311324 | Time: 1611.41 ms
[2021-05-29 22:56:12 main:581] : INFO : Epoch 1773 | loss: 0.0310942 | val_loss: 0.0311489 | Time: 1614.23 ms
[2021-05-29 22:56:13 main:581] : INFO : Epoch 1774 | loss: 0.0310938 | val_loss: 0.0311473 | Time: 1614.4 ms
[2021-05-29 22:56:15 main:581] : INFO : Epoch 1775 | loss: 0.0310974 | val_loss: 0.0311485 | Time: 1618.22 ms
[2021-05-29 22:56:17 main:581] : INFO : Epoch 1776 | loss: 0.0310916 | val_loss: 0.0311497 | Time: 1616.66 ms
[2021-05-29 22:56:18 main:581] : INFO : Epoch 1777 | loss: 0.0310934 | val_loss: 0.031146 | Time: 1633.18 ms
[2021-05-29 22:56:20 main:581] : INFO : Epoch 1778 | loss: 0.0310915 | val_loss: 0.0311463 | Time: 1626.62 ms
[2021-05-29 22:56:21 main:581] : INFO : Epoch 1779 | loss: 0.0310897 | val_loss: 0.0311441 | Time: 1633.15 ms
[2021-05-29 22:56:23 main:581] : INFO : Epoch 1780 | loss: 0.0310904 | val_loss: 0.0311509 | Time: 1629.04 ms
[2021-05-29 22:56:25 main:581] : INFO : Epoch 1781 | loss: 0.0310867 | val_loss: 0.0311504 | Time: 1639.07 ms
[2021-05-29 22:56:26 main:581] : INFO : Epoch 1782 | loss: 0.0310846 | val_loss: 0.0311472 | Time: 1635.34 ms
[2021-05-29 22:56:28 main:581] : INFO : Epoch 1783 | loss: 0.0310854 | val_loss: 0.0311508 | Time: 1627.04 ms
[2021-05-29 22:56:30 main:581] : INFO : Epoch 1784 | loss: 0.0310847 | val_loss: 0.0311518 | Time: 1631.64 ms
[2021-05-29 22:56:31 main:581] : INFO : Epoch 1785 | loss: 0.0310869 | val_loss: 0.0311485 | Time: 1635.47 ms
[2021-05-29 22:56:33 main:581] : INFO : Epoch 1786 | loss: 0.0310927 | val_loss: 0.0311408 | Time: 1628.6 ms
[2021-05-29 22:56:35 main:581] : INFO : Epoch 1787 | loss: 0.0310904 | val_loss: 0.0311383 | Time: 1639.39 ms
[2021-05-29 22:56:36 main:581] : INFO : Epoch 1788 | loss: 0.0310853 | val_loss: 0.0311438 | Time: 1643.6 ms
[2021-05-29 22:56:38 main:581] : INFO : Epoch 1789 | loss: 0.0310841 | val_loss: 0.0311405 | Time: 1616.47 ms
[2021-05-29 22:56:39 main:581] : INFO : Epoch 1790 | loss: 0.0310861 | val_loss: 0.031149 | Time: 1607.14 ms
[2021-05-29 22:56:41 main:581] : INFO : Epoch 1791 | loss: 0.0310848 | val_loss: 0.0311431 | Time: 1622.2 ms
[2021-05-29 22:56:43 main:581] : INFO : Epoch 1792 | loss: 0.0310817 | val_loss: 0.0311406 | Time: 1618.85 ms
[2021-05-29 22:56:44 main:581] : INFO : Epoch 1793 | loss: 0.0310862 | val_loss: 0.031144 | Time: 1618.96 ms
[2021-05-29 22:56:46 main:581] : INFO : Epoch 1794 | loss: 0.031088 | val_loss: 0.0311505 | Time: 1616.75 ms
[2021-05-29 22:56:48 main:581] : INFO : Epoch 1795 | loss: 0.0311052 | val_loss: 0.0311682 | Time: 1621.34 ms
[2021-05-29 22:56:49 main:581] : INFO : Epoch 1796 | loss: 0.0324938 | val_loss: 0.192522 | Time: 1613.69 ms
[2021-05-29 22:56:51 main:581] : INFO : Epoch 1797 | loss: 0.0648362 | val_loss: 0.0479247 | Time: 1619.34 ms
[2021-05-29 22:56:52 main:581] : INFO : Epoch 1798 | loss: 0.036532 | val_loss: 0.0331045 | Time: 1617.21 ms
[2021-05-29 22:56:54 main:581] : INFO : Epoch 1799 | loss: 0.0319428 | val_loss: 0.0315479 | Time: 1613.94 ms
[2021-05-29 22:56:56 main:581] : INFO : Epoch 1800 | loss: 0.0313444 | val_loss: 0.0312889 | Time: 1617.37 ms
[2021-05-29 22:56:57 main:581] : INFO : Epoch 1801 | loss: 0.0312571 | val_loss: 0.0312371 | Time: 1619.98 ms
[2021-05-29 22:56:59 main:581] : INFO : Epoch 1802 | loss: 0.0312354 | val_loss: 0.0312322 | Time: 1607.31 ms
[2021-05-29 22:57:00 main:581] : INFO : Epoch 1803 | loss: 0.0312283 | val_loss: 0.0312275 | Time: 1628.14 ms
[2021-05-29 22:57:02 main:581] : INFO : Epoch 1804 | loss: 0.0312233 | val_loss: 0.0312228 | Time: 1623.12 ms
[2021-05-29 22:57:04 main:581] : INFO : Epoch 1805 | loss: 0.0312189 | val_loss: 0.0312187 | Time: 1625.33 ms
[2021-05-29 22:57:05 main:581] : INFO : Epoch 1806 | loss: 0.0312153 | val_loss: 0.0312154 | Time: 1628.12 ms
[2021-05-29 22:57:07 main:581] : INFO : Epoch 1807 | loss: 0.0312119 | val_loss: 0.0312115 | Time: 1620.24 ms
[2021-05-29 22:57:09 main:581] : INFO : Epoch 1808 | loss: 0.0312085 | val_loss: 0.0312075 | Time: 1621.76 ms
[2021-05-29 22:57:10 main:581] : INFO : Epoch 1809 | loss: 0.0312047 | val_loss: 0.031204 | Time: 1605.94 ms
[2021-05-29 22:57:12 main:581] : INFO : Epoch 1810 | loss: 0.0312013 | val_loss: 0.0312009 | Time: 1617.6 ms
[2021-05-29 22:57:13 main:581] : INFO : Epoch 1811 | loss: 0.0311987 | val_loss: 0.0311987 | Time: 1628.31 ms
[2021-05-29 22:57:15 main:581] : INFO : Epoch 1812 | loss: 0.0311967 | val_loss: 0.0311974 | Time: 1621.76 ms
[2021-05-29 22:57:17 main:581] : INFO : Epoch 1813 | loss: 0.0311951 | val_loss: 0.0311958 | Time: 1616.69 ms
[2021-05-29 22:57:18 main:581] : INFO : Epoch 1814 | loss: 0.0311937 | val_loss: 0.0311948 | Time: 1617.58 ms
[2021-05-29 22:57:20 main:581] : INFO : Epoch 1815 | loss: 0.0311927 | val_loss: 0.0311939 | Time: 1610.27 ms
[2021-05-29 22:57:22 main:581] : INFO : Epoch 1816 | loss: 0.0311917 | val_loss: 0.0311929 | Time: 1612.7 ms
[2021-05-29 22:57:23 main:581] : INFO : Epoch 1817 | loss: 0.031191 | val_loss: 0.0311923 | Time: 1629.28 ms
[2021-05-29 22:57:25 main:581] : INFO : Epoch 1818 | loss: 0.0311901 | val_loss: 0.0311914 | Time: 1632.38 ms
[2021-05-29 22:57:26 main:581] : INFO : Epoch 1819 | loss: 0.0311893 | val_loss: 0.0311908 | Time: 1619.92 ms
[2021-05-29 22:57:28 main:581] : INFO : Epoch 1820 | loss: 0.0311887 | val_loss: 0.0311904 | Time: 1615.86 ms
[2021-05-29 22:57:30 main:581] : INFO : Epoch 1821 | loss: 0.0311885 | val_loss: 0.0311901 | Time: 1626.41 ms
[2021-05-29 22:57:31 main:581] : INFO : Epoch 1822 | loss: 0.0311878 | val_loss: 0.0311894 | Time: 1608.8 ms
[2021-05-29 22:57:33 main:581] : INFO : Epoch 1823 | loss: 0.0311873 | val_loss: 0.0311893 | Time: 1622.61 ms
[2021-05-29 22:57:34 main:581] : INFO : Epoch 1824 | loss: 0.0311871 | val_loss: 0.0311886 | Time: 1610.78 ms
[2021-05-29 22:57:36 main:581] : INFO : Epoch 1825 | loss: 0.0311868 | val_loss: 0.0311881 | Time: 1615.78 ms
[2021-05-29 22:57:38 main:581] : INFO : Epoch 1826 | loss: 0.031186 | val_loss: 0.0311876 | Time: 1612.31 ms
[2021-05-29 22:57:39 main:581] : INFO : Epoch 1827 | loss: 0.0311857 | val_loss: 0.0311876 | Time: 1614.1 ms
[2021-05-29 22:57:41 main:581] : INFO : Epoch 1828 | loss: 0.0311852 | val_loss: 0.0311869 | Time: 1622.17 ms
[2021-05-29 22:57:43 main:581] : INFO : Epoch 1829 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 1626.85 ms
[2021-05-29 22:57:44 main:581] : INFO : Epoch 1830 | loss: 0.031184 | val_loss: 0.0311861 | Time: 1630.3 ms
[2021-05-29 22:57:46 main:581] : INFO : Epoch 1831 | loss: 0.0311836 | val_loss: 0.0311855 | Time: 1630.05 ms
[2021-05-29 22:57:47 main:581] : INFO : Epoch 1832 | loss: 0.0311833 | val_loss: 0.0311854 | Time: 1632.66 ms
[2021-05-29 22:57:49 main:581] : INFO : Epoch 1833 | loss: 0.0311825 | val_loss: 0.0311849 | Time: 1630.76 ms
[2021-05-29 22:57:51 main:581] : INFO : Epoch 1834 | loss: 0.031182 | val_loss: 0.0311842 | Time: 1630.37 ms
[2021-05-29 22:57:52 main:581] : INFO : Epoch 1835 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 1645.14 ms
[2021-05-29 22:57:54 main:581] : INFO : Epoch 1836 | loss: 0.0311811 | val_loss: 0.031183 | Time: 1645.71 ms
[2021-05-29 22:57:56 main:581] : INFO : Epoch 1837 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 1631.85 ms
[2021-05-29 22:57:57 main:581] : INFO : Epoch 1838 | loss: 0.0311806 | val_loss: 0.0311817 | Time: 1621.79 ms
[2021-05-29 22:57:59 main:581] : INFO : Epoch 1839 | loss: 0.031179 | val_loss: 0.0311812 | Time: 1617.96 ms
[2021-05-29 22:58:01 main:581] : INFO : Epoch 1840 | loss: 0.0311781 | val_loss: 0.0311806 | Time: 1624.14 ms
[2021-05-29 22:58:02 main:581] : INFO : Epoch 1841 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 1623.16 ms
[2021-05-29 22:58:04 main:581] : INFO : Epoch 1842 | loss: 0.0311768 | val_loss: 0.0311794 | Time: 1601.19 ms
[2021-05-29 22:58:05 main:581] : INFO : Epoch 1843 | loss: 0.0311759 | val_loss: 0.0311792 | Time: 1614.66 ms
[2021-05-29 22:58:07 main:581] : INFO : Epoch 1844 | loss: 0.0311754 | val_loss: 0.0311777 | Time: 1629.04 ms
[2021-05-29 22:58:09 main:581] : INFO : Epoch 1845 | loss: 0.031174 | val_loss: 0.0311766 | Time: 1631.72 ms
[2021-05-29 22:58:10 main:581] : INFO : Epoch 1846 | loss: 0.0311733 | val_loss: 0.031176 | Time: 1613.76 ms
[2021-05-29 22:58:12 main:581] : INFO : Epoch 1847 | loss: 0.0311731 | val_loss: 0.0311758 | Time: 1633.6 ms
[2021-05-29 22:58:13 main:581] : INFO : Epoch 1848 | loss: 0.031172 | val_loss: 0.0311744 | Time: 1631.84 ms
[2021-05-29 22:58:15 main:581] : INFO : Epoch 1849 | loss: 0.0311714 | val_loss: 0.0311738 | Time: 1633 ms
[2021-05-29 22:58:17 main:581] : INFO : Epoch 1850 | loss: 0.0311707 | val_loss: 0.0311732 | Time: 1627.33 ms
[2021-05-29 22:58:18 main:581] : INFO : Epoch 1851 | loss: 0.0311701 | val_loss: 0.0311728 | Time: 1628.33 ms
[2021-05-29 22:58:20 main:581] : INFO : Epoch 1852 | loss: 0.0311691 | val_loss: 0.0311718 | Time: 1629.79 ms
[2021-05-29 22:58:22 main:581] : INFO : Epoch 1853 | loss: 0.0311686 | val_loss: 0.031172 | Time: 1608.81 ms
[2021-05-29 22:58:23 main:581] : INFO : Epoch 1854 | loss: 0.0311687 | val_loss: 0.0311716 | Time: 1602.46 ms
[2021-05-29 22:58:25 main:581] : INFO : Epoch 1855 | loss: 0.0311678 | val_loss: 0.0311705 | Time: 1617.52 ms
[2021-05-29 22:58:26 main:581] : INFO : Epoch 1856 | loss: 0.0311669 | val_loss: 0.0311705 | Time: 1626.97 ms
[2021-05-29 22:58:28 main:581] : INFO : Epoch 1857 | loss: 0.0311664 | val_loss: 0.0311715 | Time: 1627.4 ms
[2021-05-29 22:58:30 main:581] : INFO : Epoch 1858 | loss: 0.0311669 | val_loss: 0.0311701 | Time: 1595.83 ms
[2021-05-29 22:58:31 main:581] : INFO : Epoch 1859 | loss: 0.0311665 | val_loss: 0.0311704 | Time: 1613.5 ms
[2021-05-29 22:58:33 main:581] : INFO : Epoch 1860 | loss: 0.0311653 | val_loss: 0.0311695 | Time: 1608.98 ms
[2021-05-29 22:58:35 main:581] : INFO : Epoch 1861 | loss: 0.0311645 | val_loss: 0.0311693 | Time: 1615.52 ms
[2021-05-29 22:58:36 main:581] : INFO : Epoch 1862 | loss: 0.0311647 | val_loss: 0.0311691 | Time: 1622.6 ms
[2021-05-29 22:58:38 main:581] : INFO : Epoch 1863 | loss: 0.0311644 | val_loss: 0.0311687 | Time: 1622.81 ms
[2021-05-29 22:58:39 main:581] : INFO : Epoch 1864 | loss: 0.0311637 | val_loss: 0.0311681 | Time: 1620.88 ms
[2021-05-29 22:58:41 main:581] : INFO : Epoch 1865 | loss: 0.0311631 | val_loss: 0.0311681 | Time: 1628.07 ms
[2021-05-29 22:58:43 main:581] : INFO : Epoch 1866 | loss: 0.0311631 | val_loss: 0.0311688 | Time: 1623.37 ms
[2021-05-29 22:58:44 main:581] : INFO : Epoch 1867 | loss: 0.031163 | val_loss: 0.0311683 | Time: 1620.58 ms
[2021-05-29 22:58:46 main:581] : INFO : Epoch 1868 | loss: 0.0311624 | val_loss: 0.0311719 | Time: 1622.25 ms
[2021-05-29 22:58:48 main:581] : INFO : Epoch 1869 | loss: 0.0311631 | val_loss: 0.0311675 | Time: 1616.33 ms
[2021-05-29 22:58:49 main:581] : INFO : Epoch 1870 | loss: 0.0311616 | val_loss: 0.0311677 | Time: 1609.58 ms
[2021-05-29 22:58:51 main:581] : INFO : Epoch 1871 | loss: 0.0311613 | val_loss: 0.0311671 | Time: 1614.92 ms
[2021-05-29 22:58:52 main:581] : INFO : Epoch 1872 | loss: 0.0311609 | val_loss: 0.0311665 | Time: 1618.96 ms
[2021-05-29 22:58:54 main:581] : INFO : Epoch 1873 | loss: 0.03116 | val_loss: 0.0311662 | Time: 1602.14 ms
[2021-05-29 22:58:56 main:581] : INFO : Epoch 1874 | loss: 0.0311607 | val_loss: 0.0311665 | Time: 1606.09 ms
[2021-05-29 22:58:57 main:581] : INFO : Epoch 1875 | loss: 0.0311602 | val_loss: 0.0311657 | Time: 1613.68 ms
[2021-05-29 22:58:59 main:581] : INFO : Epoch 1876 | loss: 0.0311596 | val_loss: 0.0311652 | Time: 1612.26 ms
[2021-05-29 22:59:00 main:581] : INFO : Epoch 1877 | loss: 0.0311588 | val_loss: 0.031165 | Time: 1629.46 ms
[2021-05-29 22:59:02 main:581] : INFO : Epoch 1878 | loss: 0.0311593 | val_loss: 0.0311666 | Time: 1619.44 ms
[2021-05-29 22:59:04 main:581] : INFO : Epoch 1879 | loss: 0.0311585 | val_loss: 0.0311646 | Time: 1605.78 ms
[2021-05-29 22:59:05 main:581] : INFO : Epoch 1880 | loss: 0.031159 | val_loss: 0.0311664 | Time: 1629.98 ms
[2021-05-29 22:59:07 main:581] : INFO : Epoch 1881 | loss: 0.0311589 | val_loss: 0.0311645 | Time: 1627.27 ms
[2021-05-29 22:59:09 main:581] : INFO : Epoch 1882 | loss: 0.0311594 | val_loss: 0.0311646 | Time: 1613.89 ms
[2021-05-29 22:59:10 main:581] : INFO : Epoch 1883 | loss: 0.0311586 | val_loss: 0.0311643 | Time: 1620.74 ms
[2021-05-29 22:59:12 main:581] : INFO : Epoch 1884 | loss: 0.0311585 | val_loss: 0.0311659 | Time: 1614.48 ms
[2021-05-29 22:59:13 main:581] : INFO : Epoch 1885 | loss: 0.0311583 | val_loss: 0.0311657 | Time: 1617.37 ms
[2021-05-29 22:59:15 main:581] : INFO : Epoch 1886 | loss: 0.0311588 | val_loss: 0.0311637 | Time: 1612.97 ms
[2021-05-29 22:59:17 main:581] : INFO : Epoch 1887 | loss: 0.031158 | val_loss: 0.0311639 | Time: 1602.43 ms
[2021-05-29 22:59:18 main:581] : INFO : Epoch 1888 | loss: 0.031159 | val_loss: 0.0311644 | Time: 1603.62 ms
[2021-05-29 22:59:20 main:581] : INFO : Epoch 1889 | loss: 0.0311573 | val_loss: 0.0311622 | Time: 1608.7 ms
[2021-05-29 22:59:21 main:581] : INFO : Epoch 1890 | loss: 0.0311572 | val_loss: 0.0311631 | Time: 1610.26 ms
[2021-05-29 22:59:23 main:581] : INFO : Epoch 1891 | loss: 0.031157 | val_loss: 0.0311621 | Time: 1598.13 ms
[2021-05-29 22:59:25 main:581] : INFO : Epoch 1892 | loss: 0.031158 | val_loss: 0.0311633 | Time: 1638.46 ms
[2021-05-29 22:59:26 main:581] : INFO : Epoch 1893 | loss: 0.0311609 | val_loss: 0.0311665 | Time: 1637.94 ms
[2021-05-29 22:59:28 main:581] : INFO : Epoch 1894 | loss: 0.0311598 | val_loss: 0.0311641 | Time: 1615.8 ms
[2021-05-29 22:59:30 main:581] : INFO : Epoch 1895 | loss: 0.0311592 | val_loss: 0.0311642 | Time: 1614.77 ms
[2021-05-29 22:59:31 main:581] : INFO : Epoch 1896 | loss: 0.031158 | val_loss: 0.0311672 | Time: 1630.52 ms
[2021-05-29 22:59:33 main:581] : INFO : Epoch 1897 | loss: 0.0311593 | val_loss: 0.0311621 | Time: 1612.91 ms
[2021-05-29 22:59:34 main:581] : INFO : Epoch 1898 | loss: 0.0311572 | val_loss: 0.0311643 | Time: 1614.4 ms
[2021-05-29 22:59:36 main:581] : INFO : Epoch 1899 | loss: 0.0311565 | val_loss: 0.0311621 | Time: 1616.73 ms
[2021-05-29 22:59:38 main:581] : INFO : Epoch 1900 | loss: 0.0311556 | val_loss: 0.0311619 | Time: 1613.25 ms
[2021-05-29 22:59:39 main:581] : INFO : Epoch 1901 | loss: 0.0311548 | val_loss: 0.0311611 | Time: 1632.95 ms
[2021-05-29 22:59:41 main:581] : INFO : Epoch 1902 | loss: 0.0311559 | val_loss: 0.0311638 | Time: 1616.33 ms
[2021-05-29 22:59:42 main:581] : INFO : Epoch 1903 | loss: 0.0311572 | val_loss: 0.0311668 | Time: 1619.47 ms
[2021-05-29 22:59:44 main:581] : INFO : Epoch 1904 | loss: 0.0311545 | val_loss: 0.0311619 | Time: 1625.73 ms
[2021-05-29 22:59:46 main:581] : INFO : Epoch 1905 | loss: 0.0311543 | val_loss: 0.0311675 | Time: 1640.75 ms
[2021-05-29 22:59:47 main:581] : INFO : Epoch 1906 | loss: 0.0311538 | val_loss: 0.0311613 | Time: 1627.97 ms
[2021-05-29 22:59:49 main:581] : INFO : Epoch 1907 | loss: 0.0311542 | val_loss: 0.0311627 | Time: 1625.88 ms
[2021-05-29 22:59:51 main:581] : INFO : Epoch 1908 | loss: 0.0311532 | val_loss: 0.0311621 | Time: 1631.34 ms
[2021-05-29 22:59:52 main:581] : INFO : Epoch 1909 | loss: 0.0311531 | val_loss: 0.0311619 | Time: 1631.59 ms
[2021-05-29 22:59:54 main:581] : INFO : Epoch 1910 | loss: 0.0311531 | val_loss: 0.0311613 | Time: 1633.54 ms
[2021-05-29 22:59:56 main:581] : INFO : Epoch 1911 | loss: 0.0311529 | val_loss: 0.0311652 | Time: 1634.42 ms
[2021-05-29 22:59:57 main:581] : INFO : Epoch 1912 | loss: 0.0311541 | val_loss: 0.031181 | Time: 1632.35 ms
[2021-05-29 22:59:59 main:581] : INFO : Epoch 1913 | loss: 0.0311637 | val_loss: 0.0311672 | Time: 1627.5 ms
[2021-05-29 23:00:00 main:581] : INFO : Epoch 1914 | loss: 0.0311554 | val_loss: 0.0311602 | Time: 1644.34 ms
[2021-05-29 23:00:02 main:581] : INFO : Epoch 1915 | loss: 0.0311512 | val_loss: 0.0311624 | Time: 1632.05 ms
[2021-05-29 23:00:04 main:581] : INFO : Epoch 1916 | loss: 0.0311528 | val_loss: 0.0311604 | Time: 1634 ms
[2021-05-29 23:00:05 main:581] : INFO : Epoch 1917 | loss: 0.0311526 | val_loss: 0.0311606 | Time: 1634.36 ms
[2021-05-29 23:00:07 main:581] : INFO : Epoch 1918 | loss: 0.0311517 | val_loss: 0.0311611 | Time: 1619.05 ms
[2021-05-29 23:00:09 main:581] : INFO : Epoch 1919 | loss: 0.03115 | val_loss: 0.0311617 | Time: 1627.85 ms
[2021-05-29 23:00:10 main:581] : INFO : Epoch 1920 | loss: 0.0311502 | val_loss: 0.0311604 | Time: 1615.95 ms
[2021-05-29 23:00:12 main:581] : INFO : Epoch 1921 | loss: 0.0311491 | val_loss: 0.0311625 | Time: 1619.11 ms
[2021-05-29 23:00:13 main:581] : INFO : Epoch 1922 | loss: 0.0311509 | val_loss: 0.0311627 | Time: 1601.86 ms
[2021-05-29 23:00:15 main:581] : INFO : Epoch 1923 | loss: 0.0311496 | val_loss: 0.0311614 | Time: 1615.35 ms
[2021-05-29 23:00:17 main:581] : INFO : Epoch 1924 | loss: 0.0311486 | val_loss: 0.0311607 | Time: 1613.55 ms
[2021-05-29 23:00:18 main:581] : INFO : Epoch 1925 | loss: 0.0311492 | val_loss: 0.0311611 | Time: 1611.72 ms
[2021-05-29 23:00:20 main:581] : INFO : Epoch 1926 | loss: 0.0311492 | val_loss: 0.0311637 | Time: 1614.97 ms
[2021-05-29 23:00:21 main:581] : INFO : Epoch 1927 | loss: 0.0311494 | val_loss: 0.0311614 | Time: 1616.67 ms
[2021-05-29 23:00:23 main:581] : INFO : Epoch 1928 | loss: 0.0311485 | val_loss: 0.0311616 | Time: 1618.61 ms
[2021-05-29 23:00:25 main:581] : INFO : Epoch 1929 | loss: 0.03115 | val_loss: 0.031162 | Time: 1622.32 ms
[2021-05-29 23:00:26 main:581] : INFO : Epoch 1930 | loss: 0.0311502 | val_loss: 0.0311615 | Time: 1616.75 ms
[2021-05-29 23:00:28 main:581] : INFO : Epoch 1931 | loss: 0.0311482 | val_loss: 0.0311608 | Time: 1611.29 ms
[2021-05-29 23:00:30 main:581] : INFO : Epoch 1932 | loss: 0.0311479 | val_loss: 0.0311614 | Time: 1612.83 ms
[2021-05-29 23:00:31 main:581] : INFO : Epoch 1933 | loss: 0.0311485 | val_loss: 0.0311627 | Time: 1617.04 ms
[2021-05-29 23:00:33 main:581] : INFO : Epoch 1934 | loss: 0.0311489 | val_loss: 0.031165 | Time: 1616.09 ms
[2021-05-29 23:00:34 main:581] : INFO : Epoch 1935 | loss: 0.0311498 | val_loss: 0.0311636 | Time: 1623.93 ms
[2021-05-29 23:00:36 main:581] : INFO : Epoch 1936 | loss: 0.0311483 | val_loss: 0.031161 | Time: 1617.4 ms
[2021-05-29 23:00:38 main:581] : INFO : Epoch 1937 | loss: 0.0311476 | val_loss: 0.0311645 | Time: 1621.51 ms
[2021-05-29 23:00:39 main:581] : INFO : Epoch 1938 | loss: 0.0311492 | val_loss: 0.0311601 | Time: 1616.37 ms
[2021-05-29 23:00:41 main:581] : INFO : Epoch 1939 | loss: 0.0311488 | val_loss: 0.0311588 | Time: 1614.26 ms
[2021-05-29 23:00:43 main:581] : INFO : Epoch 1940 | loss: 0.0311506 | val_loss: 0.0311663 | Time: 1629.13 ms
[2021-05-29 23:00:44 main:581] : INFO : Epoch 1941 | loss: 0.0311487 | val_loss: 0.0311603 | Time: 1627.77 ms
[2021-05-29 23:00:46 main:581] : INFO : Epoch 1942 | loss: 0.0311482 | val_loss: 0.0311602 | Time: 1622.8 ms
[2021-05-29 23:00:47 main:581] : INFO : Epoch 1943 | loss: 0.0311498 | val_loss: 0.0311598 | Time: 1624.71 ms
[2021-05-29 23:00:49 main:581] : INFO : Epoch 1944 | loss: 0.0311468 | val_loss: 0.0311592 | Time: 1627.09 ms
[2021-05-29 23:00:51 main:581] : INFO : Epoch 1945 | loss: 0.0311488 | val_loss: 0.0311591 | Time: 1623.2 ms
[2021-05-29 23:00:52 main:581] : INFO : Epoch 1946 | loss: 0.0311478 | val_loss: 0.0311599 | Time: 1614.3 ms
[2021-05-29 23:00:54 main:581] : INFO : Epoch 1947 | loss: 0.0311494 | val_loss: 0.0311616 | Time: 1619.04 ms
[2021-05-29 23:00:56 main:581] : INFO : Epoch 1948 | loss: 0.0311454 | val_loss: 0.0311584 | Time: 1627.62 ms
[2021-05-29 23:00:57 main:581] : INFO : Epoch 1949 | loss: 0.0311447 | val_loss: 0.0311595 | Time: 1629.02 ms
[2021-05-29 23:00:59 main:581] : INFO : Epoch 1950 | loss: 0.0311436 | val_loss: 0.0311586 | Time: 1632.25 ms
[2021-05-29 23:01:00 main:581] : INFO : Epoch 1951 | loss: 0.031145 | val_loss: 0.0311588 | Time: 1628.21 ms
[2021-05-29 23:01:02 main:581] : INFO : Epoch 1952 | loss: 0.0311444 | val_loss: 0.0311583 | Time: 1609.41 ms
[2021-05-29 23:01:04 main:581] : INFO : Epoch 1953 | loss: 0.0311459 | val_loss: 0.0311581 | Time: 1626.98 ms
[2021-05-29 23:01:05 main:581] : INFO : Epoch 1954 | loss: 0.0311467 | val_loss: 0.0311596 | Time: 1630.48 ms
[2021-05-29 23:01:07 main:581] : INFO : Epoch 1955 | loss: 0.0311476 | val_loss: 0.0311583 | Time: 1624.58 ms
[2021-05-29 23:01:09 main:581] : INFO : Epoch 1956 | loss: 0.0311467 | val_loss: 0.0311589 | Time: 1627.36 ms
[2021-05-29 23:01:10 main:581] : INFO : Epoch 1957 | loss: 0.0311464 | val_loss: 0.0311572 | Time: 1631.43 ms
[2021-05-29 23:01:12 main:581] : INFO : Epoch 1958 | loss: 0.0311452 | val_loss: 0.0311554 | Time: 1619.32 ms
[2021-05-29 23:01:13 main:581] : INFO : Epoch 1959 | loss: 0.0311448 | val_loss: 0.0311559 | Time: 1609.37 ms
[2021-05-29 23:01:15 main:581] : INFO : Epoch 1960 | loss: 0.0311441 | val_loss: 0.0311585 | Time: 1624.68 ms
[2021-05-29 23:01:17 main:581] : INFO : Epoch 1961 | loss: 0.0311449 | val_loss: 0.0311704 | Time: 1619.53 ms
[2021-05-29 23:01:18 main:581] : INFO : Epoch 1962 | loss: 0.0311462 | val_loss: 0.0311573 | Time: 1603.9 ms
[2021-05-29 23:01:20 main:581] : INFO : Epoch 1963 | loss: 0.0311436 | val_loss: 0.0311566 | Time: 1610.99 ms
[2021-05-29 23:01:21 main:581] : INFO : Epoch 1964 | loss: 0.031143 | val_loss: 0.0311616 | Time: 1614.49 ms
[2021-05-29 23:01:23 main:581] : INFO : Epoch 1965 | loss: 0.0311442 | val_loss: 0.0311567 | Time: 1605.87 ms
[2021-05-29 23:01:25 main:581] : INFO : Epoch 1966 | loss: 0.031142 | val_loss: 0.0311582 | Time: 1607.31 ms
[2021-05-29 23:01:26 main:581] : INFO : Epoch 1967 | loss: 0.0311448 | val_loss: 0.0311605 | Time: 1607.1 ms
[2021-05-29 23:01:28 main:581] : INFO : Epoch 1968 | loss: 0.0311424 | val_loss: 0.0311575 | Time: 1603.62 ms
[2021-05-29 23:01:29 main:581] : INFO : Epoch 1969 | loss: 0.0311446 | val_loss: 0.0311574 | Time: 1605.4 ms
[2021-05-29 23:01:31 main:581] : INFO : Epoch 1970 | loss: 0.0311424 | val_loss: 0.0311582 | Time: 1612.08 ms
[2021-05-29 23:01:33 main:581] : INFO : Epoch 1971 | loss: 0.0311455 | val_loss: 0.0311578 | Time: 1628.33 ms
[2021-05-29 23:01:34 main:581] : INFO : Epoch 1972 | loss: 0.0311412 | val_loss: 0.0311569 | Time: 1623.65 ms
[2021-05-29 23:01:36 main:581] : INFO : Epoch 1973 | loss: 0.0311428 | val_loss: 0.0311567 | Time: 1626.34 ms
[2021-05-29 23:01:38 main:581] : INFO : Epoch 1974 | loss: 0.0311415 | val_loss: 0.0311557 | Time: 1614.43 ms
[2021-05-29 23:01:39 main:581] : INFO : Epoch 1975 | loss: 0.0311416 | val_loss: 0.0311573 | Time: 1623.33 ms
[2021-05-29 23:01:41 main:581] : INFO : Epoch 1976 | loss: 0.0311478 | val_loss: 0.0311592 | Time: 1629.35 ms
[2021-05-29 23:01:42 main:581] : INFO : Epoch 1977 | loss: 0.0311472 | val_loss: 0.0311565 | Time: 1636.54 ms
[2021-05-29 23:01:44 main:581] : INFO : Epoch 1978 | loss: 0.0311455 | val_loss: 0.0311552 | Time: 1626.73 ms
[2021-05-29 23:01:46 main:581] : INFO : Epoch 1979 | loss: 0.0311455 | val_loss: 0.0311556 | Time: 1611.76 ms
[2021-05-29 23:01:47 main:581] : INFO : Epoch 1980 | loss: 0.031145 | val_loss: 0.0311575 | Time: 1610.7 ms
[2021-05-29 23:01:49 main:581] : INFO : Epoch 1981 | loss: 0.0311429 | val_loss: 0.0311543 | Time: 1613.02 ms
[2021-05-29 23:01:51 main:581] : INFO : Epoch 1982 | loss: 0.0311431 | val_loss: 0.0311557 | Time: 1616.93 ms
[2021-05-29 23:01:52 main:581] : INFO : Epoch 1983 | loss: 0.0311421 | val_loss: 0.0311543 | Time: 1617.07 ms
[2021-05-29 23:01:54 main:581] : INFO : Epoch 1984 | loss: 0.0311412 | val_loss: 0.0311567 | Time: 1616.14 ms
[2021-05-29 23:01:55 main:581] : INFO : Epoch 1985 | loss: 0.0311424 | val_loss: 0.0311609 | Time: 1607.63 ms
[2021-05-29 23:01:57 main:581] : INFO : Epoch 1986 | loss: 0.0311425 | val_loss: 0.0311542 | Time: 1616.16 ms
[2021-05-29 23:01:59 main:581] : INFO : Epoch 1987 | loss: 0.0311415 | val_loss: 0.0311591 | Time: 1629.02 ms
[2021-05-29 23:02:00 main:581] : INFO : Epoch 1988 | loss: 0.0311439 | val_loss: 0.0311564 | Time: 1635.34 ms
[2021-05-29 23:02:02 main:581] : INFO : Epoch 1989 | loss: 0.031143 | val_loss: 0.0311553 | Time: 1625.91 ms
[2021-05-29 23:02:04 main:581] : INFO : Epoch 1990 | loss: 0.0311439 | val_loss: 0.0311654 | Time: 1623.96 ms
[2021-05-29 23:02:05 main:581] : INFO : Epoch 1991 | loss: 0.0311447 | val_loss: 0.0311507 | Time: 1628.13 ms
[2021-05-29 23:02:07 main:581] : INFO : Epoch 1992 | loss: 0.0311416 | val_loss: 0.0311568 | Time: 1627.26 ms
[2021-05-29 23:02:08 main:581] : INFO : Epoch 1993 | loss: 0.0311444 | val_loss: 0.0311505 | Time: 1626.61 ms
[2021-05-29 23:02:10 main:581] : INFO : Epoch 1994 | loss: 0.0311418 | val_loss: 0.031157 | Time: 1624.76 ms
[2021-05-29 23:02:12 main:581] : INFO : Epoch 1995 | loss: 0.0311472 | val_loss: 0.0311559 | Time: 1627.97 ms
[2021-05-29 23:02:13 main:581] : INFO : Epoch 1996 | loss: 0.0311481 | val_loss: 0.0311573 | Time: 1624.04 ms
[2021-05-29 23:02:15 main:581] : INFO : Epoch 1997 | loss: 0.0311483 | val_loss: 0.0311543 | Time: 1619.35 ms
[2021-05-29 23:02:17 main:581] : INFO : Epoch 1998 | loss: 0.0311508 | val_loss: 0.0311599 | Time: 1625.59 ms
[2021-05-29 23:02:18 main:581] : INFO : Epoch 1999 | loss: 0.0311467 | val_loss: 0.0311603 | Time: 1619.94 ms
[2021-05-29 23:02:20 main:581] : INFO : Epoch 2000 | loss: 0.0311471 | val_loss: 0.0311636 | Time: 1632.41 ms
[2021-05-29 23:02:21 main:581] : INFO : Epoch 2001 | loss: 0.0311456 | val_loss: 0.0311569 | Time: 1636.96 ms
[2021-05-29 23:02:23 main:581] : INFO : Epoch 2002 | loss: 0.0311447 | val_loss: 0.0311607 | Time: 1639.63 ms
[2021-05-29 23:02:25 main:581] : INFO : Epoch 2003 | loss: 0.0311474 | val_loss: 0.0311705 | Time: 1635.65 ms
[2021-05-29 23:02:26 main:581] : INFO : Epoch 2004 | loss: 0.0311432 | val_loss: 0.0311593 | Time: 1639.11 ms
[2021-05-29 23:02:28 main:581] : INFO : Epoch 2005 | loss: 0.0311405 | val_loss: 0.0311547 | Time: 1640.86 ms
[2021-05-29 23:02:30 main:581] : INFO : Epoch 2006 | loss: 0.0311415 | val_loss: 0.0311537 | Time: 1646.01 ms
[2021-05-29 23:02:31 main:581] : INFO : Epoch 2007 | loss: 0.0311398 | val_loss: 0.0311561 | Time: 1633.38 ms
[2021-05-29 23:02:33 main:581] : INFO : Epoch 2008 | loss: 0.0311411 | val_loss: 0.0311545 | Time: 1635.84 ms
[2021-05-29 23:02:35 main:581] : INFO : Epoch 2009 | loss: 0.0311393 | val_loss: 0.0311542 | Time: 1637.46 ms
[2021-05-29 23:02:36 main:581] : INFO : Epoch 2010 | loss: 0.0311397 | val_loss: 0.0311504 | Time: 1622.85 ms
[2021-05-29 23:02:38 main:581] : INFO : Epoch 2011 | loss: 0.0311426 | val_loss: 0.0311523 | Time: 1615.51 ms
[2021-05-29 23:02:39 main:581] : INFO : Epoch 2012 | loss: 0.0311383 | val_loss: 0.0311528 | Time: 1636.19 ms
[2021-05-29 23:02:41 main:581] : INFO : Epoch 2013 | loss: 0.0311367 | val_loss: 0.0311569 | Time: 1634.12 ms
[2021-05-29 23:02:43 main:581] : INFO : Epoch 2014 | loss: 0.0311403 | val_loss: 0.0311626 | Time: 1630.44 ms
[2021-05-29 23:02:44 main:581] : INFO : Epoch 2015 | loss: 0.0311387 | val_loss: 0.0311519 | Time: 1636.07 ms
[2021-05-29 23:02:46 main:581] : INFO : Epoch 2016 | loss: 0.0311381 | val_loss: 0.0311541 | Time: 1634.53 ms
[2021-05-29 23:02:48 main:581] : INFO : Epoch 2017 | loss: 0.0311427 | val_loss: 0.031159 | Time: 1638.1 ms
[2021-05-29 23:02:49 main:581] : INFO : Epoch 2018 | loss: 0.0311371 | val_loss: 0.0311518 | Time: 1625.91 ms
[2021-05-29 23:02:51 main:581] : INFO : Epoch 2019 | loss: 0.0311355 | val_loss: 0.0311516 | Time: 1619.03 ms
[2021-05-29 23:02:52 main:581] : INFO : Epoch 2020 | loss: 0.0311344 | val_loss: 0.0311518 | Time: 1628.77 ms
[2021-05-29 23:02:54 main:581] : INFO : Epoch 2021 | loss: 0.0311367 | val_loss: 0.0311515 | Time: 1630.48 ms
[2021-05-29 23:02:56 main:581] : INFO : Epoch 2022 | loss: 0.0311357 | val_loss: 0.0311544 | Time: 1625.86 ms
[2021-05-29 23:02:57 main:581] : INFO : Epoch 2023 | loss: 0.0311382 | val_loss: 0.0311562 | Time: 1636.29 ms
[2021-05-29 23:02:59 main:581] : INFO : Epoch 2024 | loss: 0.0311352 | val_loss: 0.0311542 | Time: 1636.21 ms
[2021-05-29 23:03:01 main:581] : INFO : Epoch 2025 | loss: 0.0311388 | val_loss: 0.0311554 | Time: 1621.14 ms
[2021-05-29 23:03:02 main:581] : INFO : Epoch 2026 | loss: 0.0311402 | val_loss: 0.0311547 | Time: 1630.29 ms
[2021-05-29 23:03:04 main:581] : INFO : Epoch 2027 | loss: 0.0311384 | val_loss: 0.0311541 | Time: 1611.47 ms
[2021-05-29 23:03:05 main:581] : INFO : Epoch 2028 | loss: 0.0311433 | val_loss: 0.0311543 | Time: 1613.16 ms
[2021-05-29 23:03:07 main:581] : INFO : Epoch 2029 | loss: 0.0311443 | val_loss: 0.031153 | Time: 1615.92 ms
[2021-05-29 23:03:09 main:581] : INFO : Epoch 2030 | loss: 0.0311414 | val_loss: 0.0311522 | Time: 1620.3 ms
[2021-05-29 23:03:10 main:581] : INFO : Epoch 2031 | loss: 0.0311388 | val_loss: 0.0311598 | Time: 1612.04 ms
[2021-05-29 23:03:12 main:581] : INFO : Epoch 2032 | loss: 0.0311373 | val_loss: 0.0311555 | Time: 1620.94 ms
[2021-05-29 23:03:14 main:581] : INFO : Epoch 2033 | loss: 0.0311364 | val_loss: 0.0311574 | Time: 1619.41 ms
[2021-05-29 23:03:15 main:581] : INFO : Epoch 2034 | loss: 0.0311398 | val_loss: 0.0311649 | Time: 1633.01 ms
[2021-05-29 23:03:17 main:581] : INFO : Epoch 2035 | loss: 0.031139 | val_loss: 0.0311517 | Time: 1638.12 ms
[2021-05-29 23:03:18 main:581] : INFO : Epoch 2036 | loss: 0.0311346 | val_loss: 0.0311499 | Time: 1628.21 ms
[2021-05-29 23:03:20 main:581] : INFO : Epoch 2037 | loss: 0.0311343 | val_loss: 0.0311509 | Time: 1620.3 ms
[2021-05-29 23:03:22 main:581] : INFO : Epoch 2038 | loss: 0.0311359 | val_loss: 0.031151 | Time: 1614.16 ms
[2021-05-29 23:03:23 main:581] : INFO : Epoch 2039 | loss: 0.0311445 | val_loss: 0.0311586 | Time: 1603.93 ms
[2021-05-29 23:03:25 main:581] : INFO : Epoch 2040 | loss: 0.0311382 | val_loss: 0.0311678 | Time: 1609.64 ms
[2021-05-29 23:03:27 main:581] : INFO : Epoch 2041 | loss: 0.0311387 | val_loss: 0.0311578 | Time: 1612.71 ms
[2021-05-29 23:03:28 main:581] : INFO : Epoch 2042 | loss: 0.0311342 | val_loss: 0.031158 | Time: 1639.48 ms
[2021-05-29 23:03:30 main:581] : INFO : Epoch 2043 | loss: 0.0311337 | val_loss: 0.0311506 | Time: 1639.74 ms
[2021-05-29 23:03:31 main:581] : INFO : Epoch 2044 | loss: 0.0311318 | val_loss: 0.0311568 | Time: 1634.74 ms
[2021-05-29 23:03:33 main:581] : INFO : Epoch 2045 | loss: 0.0311342 | val_loss: 0.0311594 | Time: 1635.05 ms
[2021-05-29 23:03:35 main:581] : INFO : Epoch 2046 | loss: 0.0311321 | val_loss: 0.0311531 | Time: 1637.86 ms
[2021-05-29 23:03:36 main:581] : INFO : Epoch 2047 | loss: 0.0311298 | val_loss: 0.0311505 | Time: 1624.67 ms
[2021-05-29 23:03:38 main:581] : INFO : Epoch 2048 | loss: 0.0311321 | val_loss: 0.0311518 | Time: 1633.28 ms
[2021-05-29 23:03:38 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311518
[2021-05-29 23:03:38 main:610] : INFO : Saving end state to config to file
[2021-05-29 23:03:38 main:615] : INFO : Success, exiting..
23:03:38 (516696): 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)