Task 14348596
| Name | ParityModified-1647048541-17504-2-0_0 |
| Workunit | 11397362 |
| Created | 4 Apr 2022, 10:32:04 UTC |
| Sent | 10 Apr 2022, 10:09:42 UTC |
| Report deadline | 18 Apr 2022, 10:09:42 UTC |
| Received | 10 Apr 2022, 14:00:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19867 |
| Run time | 56 min 15 sec |
| CPU time | 55 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 43:33 main:574] : INFO : Epoch 1542 | loss: 0.0310913 | val_loss: 0.0311412 | Time: 1640.62 ms [2022-04-10 15:43:35 main:574] : INFO : Epoch 1543 | loss: 0.0310925 | val_loss: 0.0311451 | Time: 1646.56 ms [2022-04-10 15:43:36 main:574] : INFO : Epoch 1544 | loss: 0.0310926 | val_loss: 0.0311493 | Time: 1638.04 ms [2022-04-10 15:43:38 main:574] : INFO : Epoch 1545 | loss: 0.0310928 | val_loss: 0.0311442 | Time: 1643.87 ms [2022-04-10 15:43:40 main:574] : INFO : Epoch 1546 | loss: 0.0310885 | val_loss: 0.0311466 | Time: 1640.97 ms [2022-04-10 15:43:41 main:574] : INFO : Epoch 1547 | loss: 0.0310941 | val_loss: 0.0311418 | Time: 1631.27 ms [2022-04-10 15:43:43 main:574] : INFO : Epoch 1548 | loss: 0.0310935 | val_loss: 0.0311466 | Time: 1648.21 ms [2022-04-10 15:43:45 main:574] : INFO : Epoch 1549 | loss: 0.0310913 | val_loss: 0.0311547 | Time: 1644.83 ms [2022-04-10 15:43:46 main:574] : INFO : Epoch 1550 | loss: 0.0310896 | val_loss: 0.0311453 | Time: 1670.12 ms [2022-04-10 15:43:48 main:574] : INFO : Epoch 1551 | loss: 0.0310925 | val_loss: 0.0311475 | Time: 1642.99 ms [2022-04-10 15:43:50 main:574] : INFO : Epoch 1552 | loss: 0.0311006 | val_loss: 0.0311499 | Time: 1632.1 ms [2022-04-10 15:43:51 main:574] : INFO : Epoch 1553 | loss: 0.0310982 | val_loss: 0.0311455 | Time: 1638.55 ms [2022-04-10 15:43:53 main:574] : INFO : Epoch 1554 | loss: 0.0310921 | val_loss: 0.0311404 | Time: 1636.25 ms [2022-04-10 15:43:54 main:574] : INFO : Epoch 1555 | loss: 0.0310885 | val_loss: 0.0311405 | Time: 1644.47 ms [2022-04-10 15:43:56 main:574] : INFO : Epoch 1556 | loss: 0.0310864 | val_loss: 0.0311413 | Time: 1654.8 ms [2022-04-10 15:43:58 main:574] : INFO : Epoch 1557 | loss: 0.0310849 | val_loss: 0.0311422 | Time: 1647.38 ms [2022-04-10 15:43:59 main:574] : INFO : Epoch 1558 | loss: 0.0310863 | val_loss: 0.0311494 | Time: 1628.7 ms [2022-04-10 15:44:01 main:574] : INFO : Epoch 1559 | loss: 0.0310878 | val_loss: 0.031144 | Time: 1647.94 ms [2022-04-10 15:44:03 main:574] : INFO : Epoch 1560 | loss: 0.0310843 | val_loss: 0.0311427 | Time: 1652.95 ms [2022-04-10 15:44:04 main:574] : INFO : Epoch 1561 | loss: 0.0310805 | val_loss: 0.0311446 | Time: 1633.71 ms [2022-04-10 15:44:06 main:574] : INFO : Epoch 1562 | loss: 0.0310788 | val_loss: 0.0311429 | Time: 1644.87 ms [2022-04-10 15:44:08 main:574] : INFO : Epoch 1563 | loss: 0.0310784 | val_loss: 0.0311508 | Time: 1636.74 ms [2022-04-10 15:44:09 main:574] : INFO : Epoch 1564 | loss: 0.0310793 | val_loss: 0.0311457 | Time: 1645.03 ms [2022-04-10 15:44:11 main:574] : INFO : Epoch 1565 | loss: 0.0310797 | val_loss: 0.0311465 | Time: 1639.79 ms [2022-04-10 15:44:13 main:574] : INFO : Epoch 1566 | loss: 0.0310776 | val_loss: 0.0311531 | Time: 1641.47 ms [2022-04-10 15:44:14 main:574] : INFO : Epoch 1567 | loss: 0.0310799 | val_loss: 0.0311532 | Time: 1639.86 ms [2022-04-10 15:44:16 main:574] : INFO : Epoch 1568 | loss: 0.0310839 | val_loss: 0.0311484 | Time: 1628.92 ms [2022-04-10 15:44:18 main:574] : INFO : Epoch 1569 | loss: 0.0310916 | val_loss: 0.0311505 | Time: 1634.04 ms [2022-04-10 15:44:19 main:574] : INFO : Epoch 1570 | loss: 0.0310872 | val_loss: 0.0311443 | Time: 1636.3 ms [2022-04-10 15:44:21 main:574] : INFO : Epoch 1571 | loss: 0.031083 | val_loss: 0.031147 | Time: 1630.13 ms [2022-04-10 15:44:22 main:574] : INFO : Epoch 1572 | loss: 0.0310795 | val_loss: 0.0311452 | Time: 1639.47 ms [2022-04-10 15:44:24 main:574] : INFO : Epoch 1573 | loss: 0.0310911 | val_loss: 0.0311455 | Time: 1633.64 ms [2022-04-10 15:44:26 main:574] : INFO : Epoch 1574 | loss: 0.0310924 | val_loss: 0.0311404 | Time: 1646.31 ms [2022-04-10 15:44:27 main:574] : INFO : Epoch 1575 | loss: 0.0310943 | val_loss: 0.0311656 | Time: 1636.23 ms [2022-04-10 15:44:29 main:574] : INFO : Epoch 1576 | loss: 0.0311363 | val_loss: 0.0311564 | Time: 1647.18 ms [2022-04-10 15:44:31 main:574] : INFO : Epoch 1577 | loss: 0.0311328 | val_loss: 0.0311608 | Time: 1637.82 ms [2022-04-10 15:44:32 main:574] : INFO : Epoch 1578 | loss: 0.0311319 | val_loss: 0.0311505 | Time: 1646.75 ms [2022-04-10 15:44:34 main:574] : INFO : Epoch 1579 | loss: 0.0311268 | val_loss: 0.0311433 | Time: 1636.55 ms [2022-04-10 15:44:36 main:574] : INFO : Epoch 1580 | loss: 0.0311198 | val_loss: 0.031146 | Time: 1651.63 ms [2022-04-10 15:44:37 main:574] : INFO : Epoch 1581 | loss: 0.0311175 | val_loss: 0.0311435 | Time: 1636.91 ms [2022-04-10 15:44:39 main:574] : INFO : Epoch 1582 | loss: 0.0311103 | val_loss: 0.0311437 | Time: 1639.38 ms [2022-04-10 15:44:41 main:574] : INFO : Epoch 1583 | loss: 0.0311063 | val_loss: 0.0311409 | Time: 1628.6 ms [2022-04-10 15:44:42 main:574] : INFO : Epoch 1584 | loss: 0.0311051 | val_loss: 0.0311402 | Time: 1625.42 ms [2022-04-10 15:44:44 main:574] : INFO : Epoch 1585 | loss: 0.0311125 | val_loss: 0.0311394 | Time: 1637.91 ms [2022-04-10 15:44:45 main:574] : INFO : Epoch 1586 | loss: 0.0311081 | val_loss: 0.0311369 | Time: 1634.91 ms [2022-04-10 15:44:47 main:574] : INFO : Epoch 1587 | loss: 0.0311043 | val_loss: 0.0311374 | Time: 1643.86 ms [2022-04-10 15:44:49 main:574] : INFO : Epoch 1588 | loss: 0.0311017 | val_loss: 0.0311377 | Time: 1645.21 ms [2022-04-10 15:44:50 main:574] : INFO : Epoch 1589 | loss: 0.031106 | val_loss: 0.0311437 | Time: 1635.26 ms [2022-04-10 15:44:52 main:574] : INFO : Epoch 1590 | loss: 0.0311041 | val_loss: 0.0311385 | Time: 1640.78 ms [2022-04-10 15:44:54 main:574] : INFO : Epoch 1591 | loss: 0.0311011 | val_loss: 0.0311379 | Time: 1640.12 ms [2022-04-10 15:44:55 main:574] : INFO : Epoch 1592 | loss: 0.0310992 | val_loss: 0.0311388 | Time: 1638.79 ms [2022-04-10 15:44:57 main:574] : INFO : Epoch 1593 | loss: 0.0310966 | val_loss: 0.0311349 | Time: 1638.7 ms [2022-04-10 15:44:59 main:574] : INFO : Epoch 1594 | loss: 0.0310932 | val_loss: 0.0311345 | Time: 1640.52 ms [2022-04-10 15:45:00 main:574] : INFO : Epoch 1595 | loss: 0.0310907 | val_loss: 0.031139 | Time: 1643.9 ms [2022-04-10 15:45:02 main:574] : INFO : Epoch 1596 | loss: 0.0310976 | val_loss: 0.0311375 | Time: 1638.84 ms [2022-04-10 15:45:04 main:574] : INFO : Epoch 1597 | loss: 0.0311017 | val_loss: 0.031139 | Time: 1627.43 ms [2022-04-10 15:45:05 main:574] : INFO : Epoch 1598 | loss: 0.0310964 | val_loss: 0.0311412 | Time: 1630.75 ms [2022-04-10 15:45:07 main:574] : INFO : Epoch 1599 | loss: 0.0310921 | val_loss: 0.031143 | Time: 1633.35 ms [2022-04-10 15:45:08 main:574] : INFO : Epoch 1600 | loss: 0.0310882 | val_loss: 0.0311405 | Time: 1640.15 ms [2022-04-10 15:45:10 main:574] : INFO : Epoch 1601 | loss: 0.031088 | val_loss: 0.0311414 | Time: 1636.49 ms [2022-04-10 15:45:12 main:574] : INFO : Epoch 1602 | loss: 0.0310871 | val_loss: 0.031141 | Time: 1641.51 ms [2022-04-10 15:45:13 main:574] : INFO : Epoch 1603 | loss: 0.0310938 | val_loss: 0.0311407 | Time: 1648.8 ms [2022-04-10 15:45:15 main:574] : INFO : Epoch 1604 | loss: 0.031093 | val_loss: 0.0311422 | Time: 1630.13 ms [2022-04-10 15:45:17 main:574] : INFO : Epoch 1605 | loss: 0.0310916 | val_loss: 0.0311413 | Time: 1635.79 ms [2022-04-10 15:45:18 main:574] : INFO : Epoch 1606 | loss: 0.0310876 | val_loss: 0.0311401 | Time: 1636.17 ms [2022-04-10 15:45:20 main:574] : INFO : Epoch 1607 | loss: 0.0310862 | val_loss: 0.0311369 | Time: 1637.28 ms [2022-04-10 15:45:22 main:574] : INFO : Epoch 1608 | loss: 0.0310838 | val_loss: 0.0311381 | Time: 1642.51 ms [2022-04-10 15:45:23 main:574] : INFO : Epoch 1609 | loss: 0.0310827 | val_loss: 0.0311381 | Time: 1630.42 ms [2022-04-10 15:45:25 main:574] : INFO : Epoch 1610 | loss: 0.0310852 | val_loss: 0.0311389 | Time: 1638.51 ms [2022-04-10 15:45:27 main:574] : INFO : Epoch 1611 | loss: 0.0310846 | val_loss: 0.0311415 | Time: 1639.37 ms [2022-04-10 15:45:28 main:574] : INFO : Epoch 1612 | loss: 0.0310825 | val_loss: 0.0311395 | Time: 1629.14 ms [2022-04-10 15:45:30 main:574] : INFO : Epoch 1613 | loss: 0.0310803 | val_loss: 0.0311432 | Time: 1644.4 ms [2022-04-10 15:45:31 main:574] : INFO : Epoch 1614 | loss: 0.0310793 | val_loss: 0.0311414 | Time: 1632.2 ms [2022-04-10 15:45:33 main:574] : INFO : Epoch 1615 | loss: 0.0310774 | val_loss: 0.0311415 | Time: 1636.93 ms [2022-04-10 15:45:35 main:574] : INFO : Epoch 1616 | loss: 0.0310886 | val_loss: 0.0311429 | Time: 1626.98 ms [2022-04-10 15:45:36 main:574] : INFO : Epoch 1617 | loss: 0.031094 | val_loss: 0.0311499 | Time: 1635.53 ms [2022-04-10 15:45:38 main:574] : INFO : Epoch 1618 | loss: 0.0310896 | val_loss: 0.0311418 | Time: 1646.01 ms [2022-04-10 15:45:40 main:574] : INFO : Epoch 1619 | loss: 0.0310855 | val_loss: 0.0311405 | Time: 1645.98 ms [2022-04-10 15:45:41 main:574] : INFO : Epoch 1620 | loss: 0.0310819 | val_loss: 0.0311428 | Time: 1642.66 ms [2022-04-10 15:45:43 main:574] : INFO : Epoch 1621 | loss: 0.0310785 | val_loss: 0.0311466 | Time: 1642.92 ms [2022-04-10 15:45:45 main:574] : INFO : Epoch 1622 | loss: 0.0310761 | val_loss: 0.031146 | Time: 1641.54 ms [2022-04-10 15:45:46 main:574] : INFO : Epoch 1623 | loss: 0.031076 | val_loss: 0.0311476 | Time: 1648.59 ms [2022-04-10 15:45:48 main:574] : INFO : Epoch 1624 | loss: 0.031078 | val_loss: 0.0311429 | Time: 1637.91 ms [2022-04-10 15:45:50 main:574] : INFO : Epoch 1625 | loss: 0.0310747 | val_loss: 0.0311443 | Time: 1631.21 ms [2022-04-10 15:45:51 main:574] : INFO : Epoch 1626 | loss: 0.0310759 | val_loss: 0.0311409 | Time: 1649.05 ms [2022-04-10 15:45:53 main:574] : INFO : Epoch 1627 | loss: 0.031075 | val_loss: 0.0311438 | Time: 1631.35 ms [2022-04-10 15:45:55 main:574] : INFO : Epoch 1628 | loss: 0.0310742 | val_loss: 0.0311448 | Time: 1633.72 ms [2022-04-10 15:45:56 main:574] : INFO : Epoch 1629 | loss: 0.0310714 | val_loss: 0.0311484 | Time: 1626.5 ms [2022-04-10 15:45:58 main:574] : INFO : Epoch 1630 | loss: 0.0310722 | val_loss: 0.0311446 | Time: 1641.65 ms [2022-04-10 15:45:59 main:574] : INFO : Epoch 1631 | loss: 0.0310769 | val_loss: 0.0311431 | Time: 1644.44 ms [2022-04-10 15:46:01 main:574] : INFO : Epoch 1632 | loss: 0.0310764 | val_loss: 0.0311509 | Time: 1657.46 ms [2022-04-10 15:46:03 main:574] : INFO : Epoch 1633 | loss: 0.0310812 | val_loss: 0.0311513 | Time: 1645.4 ms [2022-04-10 15:46:04 main:574] : INFO : Epoch 1634 | loss: 0.0310758 | val_loss: 0.0311483 | Time: 1640.56 ms [2022-04-10 15:46:06 main:574] : INFO : Epoch 1635 | loss: 0.0310768 | val_loss: 0.0311437 | Time: 1642.28 ms [2022-04-10 15:46:08 main:574] : INFO : Epoch 1636 | loss: 0.0310784 | val_loss: 0.0311462 | Time: 1637.33 ms [2022-04-10 15:46:09 main:574] : INFO : Epoch 1637 | loss: 0.0310818 | val_loss: 0.031147 | Time: 1634.9 ms [2022-04-10 15:46:11 main:574] : INFO : Epoch 1638 | loss: 0.031077 | val_loss: 0.0311491 | Time: 1621.7 ms [2022-04-10 15:46:13 main:574] : INFO : Epoch 1639 | loss: 0.0310855 | val_loss: 0.0311441 | Time: 1642.69 ms [2022-04-10 15:46:14 main:574] : INFO : Epoch 1640 | loss: 0.031086 | val_loss: 0.0311422 | Time: 1638.69 ms [2022-04-10 15:46:16 main:574] : INFO : Epoch 1641 | loss: 0.0310815 | val_loss: 0.0311355 | Time: 1646.05 ms [2022-04-10 15:46:18 main:574] : INFO : Epoch 1642 | loss: 0.0310784 | val_loss: 0.0311441 | Time: 1620.1 ms [2022-04-10 15:46:19 main:574] : INFO : Epoch 1643 | loss: 0.0310843 | val_loss: 0.0311466 | Time: 1640.51 ms [2022-04-10 15:46:21 main:574] : INFO : Epoch 1644 | loss: 0.0310817 | val_loss: 0.0311418 | Time: 1641.31 ms [2022-04-10 15:46:22 main:574] : INFO : Epoch 1645 | loss: 0.0310839 | val_loss: 0.0311415 | Time: 1643.55 ms [2022-04-10 15:46:24 main:574] : INFO : Epoch 1646 | loss: 0.031081 | val_loss: 0.0311426 | Time: 1639.48 ms [2022-04-10 15:46:26 main:574] : INFO : Epoch 1647 | loss: 0.0310805 | val_loss: 0.0311445 | Time: 1642.04 ms [2022-04-10 15:46:27 main:574] : INFO : Epoch 1648 | loss: 0.0310791 | val_loss: 0.0311454 | Time: 1635.07 ms [2022-04-10 15:46:29 main:574] : INFO : Epoch 1649 | loss: 0.0310757 | val_loss: 0.0311475 | Time: 1637.15 ms [2022-04-10 15:46:31 main:574] : INFO : Epoch 1650 | loss: 0.031072 | val_loss: 0.0311466 | Time: 1644.6 ms [2022-04-10 15:46:32 main:574] : INFO : Epoch 1651 | loss: 0.0310758 | val_loss: 0.0311509 | Time: 1637.59 ms [2022-04-10 15:46:34 main:574] : INFO : Epoch 1652 | loss: 0.031076 | val_loss: 0.0311518 | Time: 1633.88 ms [2022-04-10 15:46:36 main:574] : INFO : Epoch 1653 | loss: 0.0310747 | val_loss: 0.0311441 | Time: 1637.33 ms [2022-04-10 15:46:37 main:574] : INFO : Epoch 1654 | loss: 0.0310762 | val_loss: 0.0311499 | Time: 1643.3 ms [2022-04-10 15:46:39 main:574] : INFO : Epoch 1655 | loss: 0.0310744 | val_loss: 0.0311506 | Time: 1629.27 ms [2022-04-10 15:46:41 main:574] : INFO : Epoch 1656 | loss: 0.0310743 | val_loss: 0.0311488 | Time: 1638.63 ms [2022-04-10 15:46:42 main:574] : INFO : Epoch 1657 | loss: 0.0310752 | val_loss: 0.0311532 | Time: 1644.07 ms [2022-04-10 15:46:44 main:574] : INFO : Epoch 1658 | loss: 0.0310777 | val_loss: 0.0311422 | Time: 1628.65 ms [2022-04-10 15:46:45 main:574] : INFO : Epoch 1659 | loss: 0.0310739 | val_loss: 0.0311441 | Time: 1647.04 ms [2022-04-10 15:46:47 main:574] : INFO : Epoch 1660 | loss: 0.0310753 | val_loss: 0.0311426 | Time: 1639.94 ms [2022-04-10 15:46:49 main:574] : INFO : Epoch 1661 | loss: 0.031088 | val_loss: 0.0311477 | Time: 1631.32 ms [2022-04-10 15:46:50 main:574] : INFO : Epoch 1662 | loss: 0.0310911 | val_loss: 0.0311434 | Time: 1633.68 ms [2022-04-10 15:46:52 main:574] : INFO : Epoch 1663 | loss: 0.0310821 | val_loss: 0.0311434 | Time: 1640.84 ms [2022-04-10 15:46:54 main:574] : INFO : Epoch 1664 | loss: 0.0310891 | val_loss: 0.0311514 | Time: 1639.9 ms [2022-04-10 15:46:55 main:574] : INFO : Epoch 1665 | loss: 0.0310924 | val_loss: 0.0311399 | Time: 1640.12 ms [2022-04-10 15:46:57 main:574] : INFO : Epoch 1666 | loss: 0.0310835 | val_loss: 0.0311409 | Time: 1644.55 ms [2022-04-10 15:46:59 main:574] : INFO : Epoch 1667 | loss: 0.0310786 | val_loss: 0.0311454 | Time: 1631.59 ms [2022-04-10 15:47:00 main:574] : INFO : Epoch 1668 | loss: 0.0310885 | val_loss: 0.0311429 | Time: 1642.82 ms [2022-04-10 15:47:02 main:574] : INFO : Epoch 1669 | loss: 0.0310859 | val_loss: 0.0311402 | Time: 1641.77 ms [2022-04-10 15:47:04 main:574] : INFO : Epoch 1670 | loss: 0.0310818 | val_loss: 0.0311438 | Time: 1647.77 ms [2022-04-10 15:47:05 main:574] : INFO : Epoch 1671 | loss: 0.0310791 | val_loss: 0.0311413 | Time: 1636.23 ms [2022-04-10 15:47:07 main:574] : INFO : Epoch 1672 | loss: 0.0310793 | val_loss: 0.0311369 | Time: 1642.91 ms [2022-04-10 15:47:09 main:574] : INFO : Epoch 1673 | loss: 0.0310791 | val_loss: 0.0311354 | Time: 1635.42 ms [2022-04-10 15:47:10 main:574] : INFO : Epoch 1674 | loss: 0.0310781 | val_loss: 0.0311419 | Time: 1646.64 ms [2022-04-10 15:47:12 main:574] : INFO : Epoch 1675 | loss: 0.031077 | val_loss: 0.0311436 | Time: 1638.99 ms [2022-04-10 15:47:13 main:574] : INFO : Epoch 1676 | loss: 0.0310805 | val_loss: 0.0311377 | Time: 1640.69 ms [2022-04-10 15:47:15 main:574] : INFO : Epoch 1677 | loss: 0.0310803 | val_loss: 0.0311427 | Time: 1634.6 ms [2022-04-10 15:47:17 main:574] : INFO : Epoch 1678 | loss: 0.0310744 | val_loss: 0.0311469 | Time: 1634.66 ms [2022-04-10 15:47:18 main:574] : INFO : Epoch 1679 | loss: 0.0310728 | val_loss: 0.0311455 | Time: 1634.8 ms [2022-04-10 15:47:20 main:574] : INFO : Epoch 1680 | loss: 0.0310692 | val_loss: 0.0311527 | Time: 1641.73 ms [2022-04-10 15:47:22 main:574] : INFO : Epoch 1681 | loss: 0.0310698 | val_loss: 0.0311504 | Time: 1632.21 ms [2022-04-10 15:47:23 main:574] : INFO : Epoch 1682 | loss: 0.0310716 | val_loss: 0.0311446 | Time: 1642.68 ms [2022-04-10 15:47:25 main:574] : INFO : Epoch 1683 | loss: 0.0310716 | val_loss: 0.0311473 | Time: 1641.28 ms [2022-04-10 15:47:27 main:574] : INFO : Epoch 1684 | loss: 0.0310824 | val_loss: 0.0311502 | Time: 1630.66 ms [2022-04-10 15:47:28 main:574] : INFO : Epoch 1685 | loss: 0.031085 | val_loss: 0.0311479 | Time: 1645.93 ms [2022-04-10 15:47:30 main:574] : INFO : Epoch 1686 | loss: 0.0310797 | val_loss: 0.0311447 | Time: 1636.82 ms [2022-04-10 15:47:32 main:574] : INFO : Epoch 1687 | loss: 0.0310737 | val_loss: 0.0311451 | Time: 1645.41 ms [2022-04-10 15:47:33 main:574] : INFO : Epoch 1688 | loss: 0.0310726 | val_loss: 0.0311446 | Time: 1641.27 ms [2022-04-10 15:47:35 main:574] : INFO : Epoch 1689 | loss: 0.031072 | val_loss: 0.0311502 | Time: 1649.41 ms [2022-04-10 15:47:36 main:574] : INFO : Epoch 1690 | loss: 0.0310755 | val_loss: 0.0311482 | Time: 1637.5 ms [2022-04-10 15:47:38 main:574] : INFO : Epoch 1691 | loss: 0.0310736 | val_loss: 0.0311534 | Time: 1640.54 ms [2022-04-10 15:47:40 main:574] : INFO : Epoch 1692 | loss: 0.031075 | val_loss: 0.0311417 | Time: 1638.64 ms [2022-04-10 15:47:41 main:574] : INFO : Epoch 1693 | loss: 0.0310736 | val_loss: 0.0311437 | Time: 1634.45 ms [2022-04-10 15:47:43 main:574] : INFO : Epoch 1694 | loss: 0.031069 | val_loss: 0.0311501 | Time: 1639.01 ms [2022-04-10 15:47:45 main:574] : INFO : Epoch 1695 | loss: 0.0310659 | val_loss: 0.0311494 | Time: 1639.97 ms [2022-04-10 15:47:46 main:574] : INFO : Epoch 1696 | loss: 0.0310741 | val_loss: 0.0311469 | Time: 1640.47 ms [2022-04-10 15:47:48 main:574] : INFO : Epoch 1697 | loss: 0.0310786 | val_loss: 0.0311423 | Time: 1645.62 ms [2022-04-10 15:47:50 main:574] : INFO : Epoch 1698 | loss: 0.031076 | val_loss: 0.0311425 | Time: 1641.13 ms [2022-04-10 15:47:51 main:574] : INFO : Epoch 1699 | loss: 0.0310703 | val_loss: 0.0311506 | Time: 1623.34 ms [2022-04-10 15:47:53 main:574] : INFO : Epoch 1700 | loss: 0.0310979 | val_loss: 0.0311998 | Time: 1629.66 ms [2022-04-10 15:47:55 main:574] : INFO : Epoch 1701 | loss: 0.0311715 | val_loss: 0.0311664 | Time: 1642.59 ms [2022-04-10 15:47:56 main:574] : INFO : Epoch 1702 | loss: 0.031151 | val_loss: 0.0311594 | Time: 1637.51 ms [2022-04-10 15:47:58 main:574] : INFO : Epoch 1703 | loss: 0.0311399 | val_loss: 0.0311455 | Time: 1638.35 ms [2022-04-10 15:47:59 main:574] : INFO : Epoch 1704 | loss: 0.0311264 | val_loss: 0.0311399 | Time: 1636.08 ms [2022-04-10 15:48:01 main:574] : INFO : Epoch 1705 | loss: 0.0311181 | val_loss: 0.0311434 | Time: 1645.75 ms [2022-04-10 15:48:03 main:574] : INFO : Epoch 1706 | loss: 0.0311127 | val_loss: 0.0311401 | Time: 1635.32 ms [2022-04-10 15:48:04 main:574] : INFO : Epoch 1707 | loss: 0.0311083 | val_loss: 0.0311417 | Time: 1641.69 ms [2022-04-10 15:48:06 main:574] : INFO : Epoch 1708 | loss: 0.031108 | val_loss: 0.0311385 | Time: 1646 ms [2022-04-10 15:48:08 main:574] : INFO : Epoch 1709 | loss: 0.0311045 | val_loss: 0.0311368 | Time: 1634.42 ms [2022-04-10 15:48:09 main:574] : INFO : Epoch 1710 | loss: 0.0311012 | val_loss: 0.0311382 | Time: 1637.41 ms [2022-04-10 15:48:11 main:574] : INFO : Epoch 1711 | loss: 0.031097 | val_loss: 0.0311364 | Time: 1643.12 ms [2022-04-10 15:48:13 main:574] : INFO : Epoch 1712 | loss: 0.0310949 | val_loss: 0.0311427 | Time: 1634.3 ms [2022-04-10 15:48:14 main:574] : INFO : Epoch 1713 | loss: 0.0310987 | val_loss: 0.0311374 | Time: 1643.23 ms [2022-04-10 15:48:16 main:574] : INFO : Epoch 1714 | loss: 0.0310951 | val_loss: 0.0311358 | Time: 1646.62 ms [2022-04-10 15:48:18 main:574] : INFO : Epoch 1715 | loss: 0.0310958 | val_loss: 0.0311396 | Time: 1633.05 ms [2022-04-10 15:48:19 main:574] : INFO : Epoch 1716 | loss: 0.0310925 | val_loss: 0.0311372 | Time: 1638.28 ms [2022-04-10 15:48:21 main:574] : INFO : Epoch 1717 | loss: 0.0310901 | val_loss: 0.0311401 | Time: 1638.9 ms [2022-04-10 15:48:23 main:574] : INFO : Epoch 1718 | loss: 0.0310912 | val_loss: 0.0311426 | Time: 1635.49 ms [2022-04-10 15:48:24 main:574] : INFO : Epoch 1719 | loss: 0.0310913 | val_loss: 0.0311421 | Time: 1631.8 ms [2022-04-10 15:48:26 main:574] : INFO : Epoch 1720 | loss: 0.0310925 | val_loss: 0.0311383 | Time: 1641.63 ms [2022-04-10 15:48:27 main:574] : INFO : Epoch 1721 | loss: 0.0310906 | val_loss: 0.0311414 | Time: 1634.2 ms [2022-04-10 15:48:29 main:574] : INFO : Epoch 1722 | loss: 0.0310892 | val_loss: 0.0311354 | Time: 1633.35 ms [2022-04-10 15:48:31 main:574] : INFO : Epoch 1723 | loss: 0.0310903 | val_loss: 0.0311405 | Time: 1643.82 ms [2022-04-10 15:48:32 main:574] : INFO : Epoch 1724 | loss: 0.031089 | val_loss: 0.0311379 | Time: 1646.72 ms [2022-04-10 15:48:34 main:574] : INFO : Epoch 1725 | loss: 0.031085 | val_loss: 0.0311358 | Time: 1640.76 ms [2022-04-10 15:48:36 main:574] : INFO : Epoch 1726 | loss: 0.0310857 | val_loss: 0.0311414 | Time: 1639.37 ms [2022-04-10 15:48:37 main:574] : INFO : Epoch 1727 | loss: 0.0310837 | val_loss: 0.0311365 | Time: 1635.95 ms [2022-04-10 15:48:39 main:574] : INFO : Epoch 1728 | loss: 0.0310823 | val_loss: 0.0311346 | Time: 1637.35 ms [2022-04-10 15:48:41 main:574] : INFO : Epoch 1729 | loss: 0.0310821 | val_loss: 0.0311386 | Time: 1641.98 ms [2022-04-10 15:48:42 main:574] : INFO : Epoch 1730 | loss: 0.0310828 | val_loss: 0.0311412 | Time: 1636.8 ms [2022-04-10 15:48:44 main:574] : INFO : Epoch 1731 | loss: 0.031081 | val_loss: 0.0311332 | Time: 1643.63 ms [2022-04-10 15:48:46 main:574] : INFO : Epoch 1732 | loss: 0.0310813 | val_loss: 0.0311408 | Time: 1633.42 ms [2022-04-10 15:48:47 main:574] : INFO : Epoch 1733 | loss: 0.03108 | val_loss: 0.0311448 | Time: 1642.06 ms [2022-04-10 15:48:49 main:574] : INFO : Epoch 1734 | loss: 0.0310791 | val_loss: 0.0311377 | Time: 1633.26 ms [2022-04-10 15:48:50 main:574] : INFO : Epoch 1735 | loss: 0.0310803 | val_loss: 0.0311364 | Time: 1644.82 ms [2022-04-10 15:48:52 main:574] : INFO : Epoch 1736 | loss: 0.0310794 | val_loss: 0.0311403 | Time: 1634.2 ms [2022-04-10 15:48:54 main:574] : INFO : Epoch 1737 | loss: 0.0310793 | val_loss: 0.031143 | Time: 1647.34 ms [2022-04-10 15:48:55 main:574] : INFO : Epoch 1738 | loss: 0.0310827 | val_loss: 0.0311441 | Time: 1634.89 ms [2022-04-10 15:48:57 main:574] : INFO : Epoch 1739 | loss: 0.0310839 | val_loss: 0.0311396 | Time: 1638.56 ms [2022-04-10 15:48:59 main:574] : INFO : Epoch 1740 | loss: 0.0310812 | val_loss: 0.0311388 | Time: 1635.65 ms [2022-04-10 15:49:00 main:574] : INFO : Epoch 1741 | loss: 0.0310821 | val_loss: 0.0311461 | Time: 1646.32 ms [2022-04-10 15:49:02 main:574] : INFO : Epoch 1742 | loss: 0.0310802 | val_loss: 0.0311401 | Time: 1640.22 ms [2022-04-10 15:49:04 main:574] : INFO : Epoch 1743 | loss: 0.0310784 | val_loss: 0.0311404 | Time: 1636.89 ms [2022-04-10 15:49:05 main:574] : INFO : Epoch 1744 | loss: 0.0310769 | val_loss: 0.0311489 | Time: 1641.83 ms [2022-04-10 15:49:07 main:574] : INFO : Epoch 1745 | loss: 0.0310811 | val_loss: 0.0311455 | Time: 1637.35 ms [2022-04-10 15:49:09 main:574] : INFO : Epoch 1746 | loss: 0.0310856 | val_loss: 0.0311429 | Time: 1640.5 ms [2022-04-10 15:49:10 main:574] : INFO : Epoch 1747 | loss: 0.0310778 | val_loss: 0.0311424 | Time: 1638.32 ms [2022-04-10 15:49:12 main:574] : INFO : Epoch 1748 | loss: 0.0310759 | val_loss: 0.0311405 | Time: 1639.3 ms [2022-04-10 15:49:13 main:574] : INFO : Epoch 1749 | loss: 0.0310759 | val_loss: 0.0311395 | Time: 1629.33 ms [2022-04-10 15:49:15 main:574] : INFO : Epoch 1750 | loss: 0.0310765 | val_loss: 0.0311403 | Time: 1643.01 ms [2022-04-10 15:49:17 main:574] : INFO : Epoch 1751 | loss: 0.0310751 | val_loss: 0.0311424 | Time: 1640.74 ms [2022-04-10 15:49:18 main:574] : INFO : Epoch 1752 | loss: 0.0310776 | val_loss: 0.0311389 | Time: 1637.7 ms [2022-04-10 15:49:20 main:574] : INFO : Epoch 1753 | loss: 0.03108 | val_loss: 0.0311451 | Time: 1646.37 ms [2022-04-10 15:49:22 main:574] : INFO : Epoch 1754 | loss: 0.0310795 | val_loss: 0.03114 | Time: 1640.46 ms [2022-04-10 15:49:23 main:574] : INFO : Epoch 1755 | loss: 0.0310764 | val_loss: 0.0311458 | Time: 1636.19 ms [2022-04-10 15:49:25 main:574] : INFO : Epoch 1756 | loss: 0.0310929 | val_loss: 0.0311416 | Time: 1622.15 ms [2022-04-10 15:49:27 main:574] : INFO : Epoch 1757 | loss: 0.031094 | val_loss: 0.0311435 | Time: 1635.67 ms [2022-04-10 15:49:28 main:574] : INFO : Epoch 1758 | loss: 0.0310868 | val_loss: 0.0311377 | Time: 1639.88 ms [2022-04-10 15:49:30 main:574] : INFO : Epoch 1759 | loss: 0.0310842 | val_loss: 0.0311492 | Time: 1646.99 ms [2022-04-10 15:49:32 main:574] : INFO : Epoch 1760 | loss: 0.0310865 | val_loss: 0.0311349 | Time: 1623.21 ms [2022-04-10 15:49:33 main:574] : INFO : Epoch 1761 | loss: 0.031083 | val_loss: 0.0311457 | Time: 1639.38 ms [2022-04-10 15:49:35 main:574] : INFO : Epoch 1762 | loss: 0.0310791 | val_loss: 0.0311372 | Time: 1634.46 ms [2022-04-10 15:49:36 main:574] : INFO : Epoch 1763 | loss: 0.0310823 | val_loss: 0.0311364 | Time: 1633.35 ms [2022-04-10 15:49:38 main:574] : INFO : Epoch 1764 | loss: 0.0310803 | val_loss: 0.0311377 | Time: 1634.17 ms [2022-04-10 15:49:40 main:574] : INFO : Epoch 1765 | loss: 0.0310853 | val_loss: 0.0311448 | Time: 1639.9 ms [2022-04-10 15:49:41 main:574] : INFO : Epoch 1766 | loss: 0.0310877 | val_loss: 0.0311454 | Time: 1639.73 ms [2022-04-10 15:49:43 main:574] : INFO : Epoch 1767 | loss: 0.0310922 | val_loss: 0.0311372 | Time: 1643.47 ms [2022-04-10 15:49:45 main:574] : INFO : Epoch 1768 | loss: 0.0310949 | val_loss: 0.0311352 | Time: 1639.62 ms [2022-04-10 15:49:46 main:574] : INFO : Epoch 1769 | loss: 0.031088 | val_loss: 0.031137 | Time: 1646.91 ms [2022-04-10 15:49:48 main:574] : INFO : Epoch 1770 | loss: 0.0310829 | val_loss: 0.031139 | Time: 1630.93 ms [2022-04-10 15:49:50 main:574] : INFO : Epoch 1771 | loss: 0.0310809 | val_loss: 0.0311352 | Time: 1645.48 ms [2022-04-10 15:49:51 main:574] : INFO : Epoch 1772 | loss: 0.0310811 | val_loss: 0.0311406 | Time: 1636.36 ms [2022-04-10 15:49:53 main:574] : INFO : Epoch 1773 | loss: 0.0310775 | val_loss: 0.0311419 | Time: 1630.06 ms [2022-04-10 15:49:55 main:574] : INFO : Epoch 1774 | loss: 0.0310769 | val_loss: 0.0311454 | Time: 1641.73 ms [2022-04-10 15:49:56 main:574] : INFO : Epoch 1775 | loss: 0.0310791 | val_loss: 0.0311471 | Time: 1628.84 ms [2022-04-10 15:49:58 main:574] : INFO : Epoch 1776 | loss: 0.0310897 | val_loss: 0.0311381 | Time: 1641.72 ms [2022-04-10 15:50:00 main:574] : INFO : Epoch 1777 | loss: 0.0310841 | val_loss: 0.0311412 | Time: 1648.97 ms [2022-04-10 15:50:01 main:574] : INFO : Epoch 1778 | loss: 0.0310846 | val_loss: 0.0311472 | Time: 1658.08 ms [2022-04-10 15:50:03 main:574] : INFO : Epoch 1779 | loss: 0.0310886 | val_loss: 0.0311411 | Time: 1645.8 ms [2022-04-10 15:50:05 main:574] : INFO : Epoch 1780 | loss: 0.0311046 | val_loss: 0.0311366 | Time: 1659.19 ms [2022-04-10 15:50:06 main:574] : INFO : Epoch 1781 | loss: 0.0311161 | val_loss: 0.0311344 | Time: 1634.04 ms [2022-04-10 15:50:08 main:574] : INFO : Epoch 1782 | loss: 0.0311072 | val_loss: 0.0311314 | Time: 1637.11 ms [2022-04-10 15:50:09 main:574] : INFO : Epoch 1783 | loss: 0.0310993 | val_loss: 0.03114 | Time: 1638.12 ms [2022-04-10 15:50:11 main:574] : INFO : Epoch 1784 | loss: 0.0310961 | val_loss: 0.031132 | Time: 1644.4 ms [2022-04-10 15:50:13 main:574] : INFO : Epoch 1785 | loss: 0.0310914 | val_loss: 0.031131 | Time: 1637.93 ms [2022-04-10 15:50:14 main:574] : INFO : Epoch 1786 | loss: 0.0310897 | val_loss: 0.0311311 | Time: 1637.4 ms [2022-04-10 15:50:16 main:574] : INFO : Epoch 1787 | loss: 0.0310845 | val_loss: 0.0311312 | Time: 1645.47 ms [2022-04-10 15:50:18 main:574] : INFO : Epoch 1788 | loss: 0.0310882 | val_loss: 0.0311354 | Time: 1631.86 ms [2022-04-10 15:50:19 main:574] : INFO : Epoch 1789 | loss: 0.0310838 | val_loss: 0.031133 | Time: 1645.45 ms [2022-04-10 15:50:21 main:574] : INFO : Epoch 1790 | loss: 0.0310867 | val_loss: 0.0311386 | Time: 1629.31 ms [2022-04-10 15:50:23 main:574] : INFO : Epoch 1791 | loss: 0.0310803 | val_loss: 0.0311333 | Time: 1636.68 ms [2022-04-10 15:50:24 main:574] : INFO : Epoch 1792 | loss: 0.0310775 | val_loss: 0.0311376 | Time: 1638.37 ms [2022-04-10 15:50:26 main:574] : INFO : Epoch 1793 | loss: 0.0310775 | val_loss: 0.0311476 | Time: 1640.48 ms [2022-04-10 15:50:28 main:574] : INFO : Epoch 1794 | loss: 0.0310787 | val_loss: 0.0311413 | Time: 1640.93 ms [2022-04-10 15:50:29 main:574] : INFO : Epoch 1795 | loss: 0.0310745 | val_loss: 0.0311372 | Time: 1644.95 ms [2022-04-10 15:50:31 main:574] : INFO : Epoch 1796 | loss: 0.0310729 | val_loss: 0.0311354 | Time: 1645.02 ms [2022-04-10 15:50:32 main:574] : INFO : Epoch 1797 | loss: 0.0310773 | val_loss: 0.0311336 | Time: 1634.43 ms [2022-04-10 15:50:34 main:574] : INFO : Epoch 1798 | loss: 0.0310779 | val_loss: 0.0311332 | Time: 1647.99 ms [2022-04-10 15:50:36 main:574] : INFO : Epoch 1799 | loss: 0.0310821 | val_loss: 0.0311344 | Time: 1630.73 ms [2022-04-10 15:50:37 main:574] : INFO : Epoch 1800 | loss: 0.0310795 | val_loss: 0.0311291 | Time: 1633.95 ms [2022-04-10 15:50:39 main:574] : INFO : Epoch 1801 | loss: 0.0310808 | val_loss: 0.0311387 | Time: 1638.53 ms [2022-04-10 15:50:41 main:574] : INFO : Epoch 1802 | loss: 0.0310801 | val_loss: 0.0311336 | Time: 1636.39 ms [2022-04-10 15:50:42 main:574] : INFO : Epoch 1803 | loss: 0.0310758 | val_loss: 0.0311389 | Time: 1644.02 ms [2022-04-10 15:50:44 main:574] : INFO : Epoch 1804 | loss: 0.0310726 | val_loss: 0.0311367 | Time: 1644.07 ms [2022-04-10 15:50:46 main:574] : INFO : Epoch 1805 | loss: 0.0310731 | val_loss: 0.0311363 | Time: 1634.19 ms [2022-04-10 15:50:47 main:574] : INFO : Epoch 1806 | loss: 0.0310723 | val_loss: 0.031136 | Time: 1644.57 ms [2022-04-10 15:50:49 main:574] : INFO : Epoch 1807 | loss: 0.0310722 | val_loss: 0.0311368 | Time: 1633.06 ms [2022-04-10 15:50:51 main:574] : INFO : Epoch 1808 | loss: 0.0310693 | val_loss: 0.0311389 | Time: 1643.64 ms [2022-04-10 15:50:52 main:574] : INFO : Epoch 1809 | loss: 0.0310693 | val_loss: 0.0311533 | Time: 1636.01 ms [2022-04-10 15:50:54 main:574] : INFO : Epoch 1810 | loss: 0.0310725 | val_loss: 0.0311519 | Time: 1630.66 ms [2022-04-10 15:50:55 main:574] : INFO : Epoch 1811 | loss: 0.0310781 | val_loss: 0.0311412 | Time: 1638.81 ms [2022-04-10 15:50:57 main:574] : INFO : Epoch 1812 | loss: 0.031074 | val_loss: 0.0311449 | Time: 1630.04 ms [2022-04-10 15:50:59 main:574] : INFO : Epoch 1813 | loss: 0.0310742 | val_loss: 0.0311423 | Time: 1642.34 ms [2022-04-10 15:51:00 main:574] : INFO : Epoch 1814 | loss: 0.0310718 | val_loss: 0.0311417 | Time: 1635.2 ms [2022-04-10 15:51:02 main:574] : INFO : Epoch 1815 | loss: 0.0310735 | val_loss: 0.0311391 | Time: 1627.79 ms [2022-04-10 15:51:04 main:574] : INFO : Epoch 1816 | loss: 0.0310703 | val_loss: 0.0311397 | Time: 1628.35 ms [2022-04-10 15:51:05 main:574] : INFO : Epoch 1817 | loss: 0.0310674 | val_loss: 0.0311352 | Time: 1639.73 ms [2022-04-10 15:51:07 main:574] : INFO : Epoch 1818 | loss: 0.031068 | val_loss: 0.03114 | Time: 1639.38 ms [2022-04-10 15:51:09 main:574] : INFO : Epoch 1819 | loss: 0.0310851 | val_loss: 0.0311506 | Time: 1634.73 ms [2022-04-10 15:51:10 main:574] : INFO : Epoch 1820 | loss: 0.0310892 | val_loss: 0.0311417 | Time: 1635.04 ms [2022-04-10 15:51:12 main:574] : INFO : Epoch 1821 | loss: 0.0310836 | val_loss: 0.0311349 | Time: 1623.99 ms [2022-04-10 15:51:14 main:574] : INFO : Epoch 1822 | loss: 0.0310763 | val_loss: 0.0311484 | Time: 1636.45 ms [2022-04-10 15:51:15 main:574] : INFO : Epoch 1823 | loss: 0.0310721 | val_loss: 0.0311416 | Time: 1637.73 ms [2022-04-10 15:51:17 main:574] : INFO : Epoch 1824 | loss: 0.0310677 | val_loss: 0.0311401 | Time: 1622.52 ms [2022-04-10 15:51:18 main:574] : INFO : Epoch 1825 | loss: 0.0310689 | val_loss: 0.0311425 | Time: 1636 ms [2022-04-10 15:51:20 main:574] : INFO : Epoch 1826 | loss: 0.0310749 | val_loss: 0.0311451 | Time: 1641.07 ms [2022-04-10 15:51:22 main:574] : INFO : Epoch 1827 | loss: 0.0310694 | val_loss: 0.0311409 | Time: 1634.75 ms [2022-04-10 15:51:23 main:574] : INFO : Epoch 1828 | loss: 0.0310654 | val_loss: 0.0311485 | Time: 1641.58 ms [2022-04-10 15:51:25 main:574] : INFO : Epoch 1829 | loss: 0.0310662 | val_loss: 0.031144 | Time: 1641.25 ms [2022-04-10 15:51:27 main:574] : INFO : Epoch 1830 | loss: 0.0310686 | val_loss: 0.031153 | Time: 1645.54 ms [2022-04-10 15:51:28 main:574] : INFO : Epoch 1831 | loss: 0.0310705 | val_loss: 0.0311605 | Time: 1633.58 ms [2022-04-10 15:51:30 main:574] : INFO : Epoch 1832 | loss: 0.0310995 | val_loss: 0.0311493 | Time: 1649.7 ms [2022-04-10 15:51:32 main:574] : INFO : Epoch 1833 | loss: 0.0310921 | val_loss: 0.031148 | Time: 1632.33 ms [2022-04-10 15:51:33 main:574] : INFO : Epoch 1834 | loss: 0.031086 | val_loss: 0.0311331 | Time: 1635.99 ms [2022-04-10 15:51:35 main:574] : INFO : Epoch 1835 | loss: 0.0310908 | val_loss: 0.031149 | Time: 1631.28 ms [2022-04-10 15:51:37 main:574] : INFO : Epoch 1836 | loss: 0.0310836 | val_loss: 0.0311403 | Time: 1632.04 ms [2022-04-10 15:51:38 main:574] : INFO : Epoch 1837 | loss: 0.031079 | val_loss: 0.0311337 | Time: 1644.35 ms [2022-04-10 15:51:40 main:574] : INFO : Epoch 1838 | loss: 0.0310775 | val_loss: 0.0311383 | Time: 1638.16 ms [2022-04-10 15:51:41 main:574] : INFO : Epoch 1839 | loss: 0.0310768 | val_loss: 0.031137 | Time: 1628.35 ms [2022-04-10 15:51:43 main:574] : INFO : Epoch 1840 | loss: 0.031074 | val_loss: 0.0311327 | Time: 1629 ms [2022-04-10 15:51:45 main:574] : INFO : Epoch 1841 | loss: 0.0310734 | val_loss: 0.0311438 | Time: 1635.71 ms [2022-04-10 15:51:46 main:574] : INFO : Epoch 1842 | loss: 0.0310709 | val_loss: 0.0311376 | Time: 1633.32 ms [2022-04-10 15:51:48 main:574] : INFO : Epoch 1843 | loss: 0.03107 | val_loss: 0.0311381 | Time: 1631.13 ms [2022-04-10 15:51:50 main:574] : INFO : Epoch 1844 | loss: 0.0310698 | val_loss: 0.0311451 | Time: 1638.14 ms [2022-04-10 15:51:51 main:574] : INFO : Epoch 1845 | loss: 0.0310707 | val_loss: 0.0311442 | Time: 1634.54 ms [2022-04-10 15:51:53 main:574] : INFO : Epoch 1846 | loss: 0.0310699 | val_loss: 0.0311397 | Time: 1634.79 ms [2022-04-10 15:51:55 main:574] : INFO : Epoch 1847 | loss: 0.0310662 | val_loss: 0.0311376 | Time: 1639.05 ms [2022-04-10 15:51:56 main:574] : INFO : Epoch 1848 | loss: 0.0310663 | val_loss: 0.0311431 | Time: 1640.27 ms [2022-04-10 15:51:58 main:574] : INFO : Epoch 1849 | loss: 0.0310715 | val_loss: 0.0311338 | Time: 1632.49 ms [2022-04-10 15:51:59 main:574] : INFO : Epoch 1850 | loss: 0.0310673 | val_loss: 0.0311352 | Time: 1628.7 ms [2022-04-10 15:52:01 main:574] : INFO : Epoch 1851 | loss: 0.0310711 | val_loss: 0.0311398 | Time: 1647.33 ms [2022-04-10 15:52:03 main:574] : INFO : Epoch 1852 | loss: 0.0310706 | val_loss: 0.0311358 | Time: 1630.71 ms [2022-04-10 15:52:04 main:574] : INFO : Epoch 1853 | loss: 0.0310682 | val_loss: 0.0311359 | Time: 1630.32 ms [2022-04-10 15:52:06 main:574] : INFO : Epoch 1854 | loss: 0.0310685 | val_loss: 0.0311332 | Time: 1647.83 ms [2022-04-10 15:52:08 main:574] : INFO : Epoch 1855 | loss: 0.0310665 | val_loss: 0.0311306 | Time: 1645.26 ms [2022-04-10 15:52:09 main:574] : INFO : Epoch 1856 | loss: 0.0310664 | val_loss: 0.0311366 | Time: 1637.19 ms [2022-04-10 15:52:11 main:574] : INFO : Epoch 1857 | loss: 0.0310661 | val_loss: 0.031136 | Time: 1637.05 ms [2022-04-10 15:52:13 main:574] : INFO : Epoch 1858 | loss: 0.0310613 | val_loss: 0.0311359 | Time: 1637.5 ms [2022-04-10 15:52:14 main:574] : INFO : Epoch 1859 | loss: 0.0310599 | val_loss: 0.0311478 | Time: 1641.2 ms [2022-04-10 15:52:16 main:574] : INFO : Epoch 1860 | loss: 0.0310603 | val_loss: 0.031136 | Time: 1639.32 ms [2022-04-10 15:52:18 main:574] : INFO : Epoch 1861 | loss: 0.0310586 | val_loss: 0.0311399 | Time: 1637.2 ms [2022-04-10 15:52:19 main:574] : INFO : Epoch 1862 | loss: 0.03106 | val_loss: 0.0311329 | Time: 1641.9 ms [2022-04-10 15:52:21 main:574] : INFO : Epoch 1863 | loss: 0.0310615 | val_loss: 0.0311429 | Time: 1638.93 ms [2022-04-10 15:52:23 main:574] : INFO : Epoch 1864 | loss: 0.0310587 | val_loss: 0.0311428 | Time: 1641.28 ms [2022-04-10 15:52:24 main:574] : INFO : Epoch 1865 | loss: 0.0310554 | val_loss: 0.0311429 | Time: 1629.24 ms [2022-04-10 15:52:26 main:574] : INFO : Epoch 1866 | loss: 0.0310556 | val_loss: 0.0311434 | Time: 1637.4 ms [2022-04-10 15:52:27 main:574] : INFO : Epoch 1867 | loss: 0.0310613 | val_loss: 0.0311411 | Time: 1643.87 ms [2022-04-10 15:52:29 main:574] : INFO : Epoch 1868 | loss: 0.0310646 | val_loss: 0.031146 | Time: 1634.66 ms [2022-04-10 15:52:31 main:574] : INFO : Epoch 1869 | loss: 0.0310646 | val_loss: 0.0311465 | Time: 1623.42 ms [2022-04-10 15:52:32 main:574] : INFO : Epoch 1870 | loss: 0.031061 | val_loss: 0.0311348 | Time: 1637.89 ms [2022-04-10 15:52:34 main:574] : INFO : Epoch 1871 | loss: 0.0310625 | val_loss: 0.0311367 | Time: 1642.34 ms [2022-04-10 15:52:36 main:574] : INFO : Epoch 1872 | loss: 0.0310625 | val_loss: 0.0311374 | Time: 1639.91 ms [2022-04-10 15:52:37 main:574] : INFO : Epoch 1873 | loss: 0.0310668 | val_loss: 0.0311355 | Time: 1639.2 ms [2022-04-10 15:52:39 main:574] : INFO : Epoch 1874 | loss: 0.0310622 | val_loss: 0.0311366 | Time: 1632.57 ms [2022-04-10 15:52:41 main:574] : INFO : Epoch 1875 | loss: 0.0310621 | val_loss: 0.0311403 | Time: 1641.08 ms [2022-04-10 15:52:42 main:574] : INFO : Epoch 1876 | loss: 0.0310717 | val_loss: 0.0311385 | Time: 1646.17 ms [2022-04-10 15:52:44 main:574] : INFO : Epoch 1877 | loss: 0.0310716 | val_loss: 0.0311403 | Time: 1630.19 ms [2022-04-10 15:52:45 main:574] : INFO : Epoch 1878 | loss: 0.0310714 | val_loss: 0.0311415 | Time: 1635.12 ms [2022-04-10 15:52:47 main:574] : INFO : Epoch 1879 | loss: 0.0310705 | val_loss: 0.031138 | Time: 1644.94 ms [2022-04-10 15:52:49 main:574] : INFO : Epoch 1880 | loss: 0.0310685 | val_loss: 0.0311421 | Time: 1639.75 ms [2022-04-10 15:52:50 main:574] : INFO : Epoch 1881 | loss: 0.0310694 | val_loss: 0.0311477 | Time: 1630.2 ms [2022-04-10 15:52:52 main:574] : INFO : Epoch 1882 | loss: 0.03107 | val_loss: 0.0311468 | Time: 1634.05 ms [2022-04-10 15:52:54 main:574] : INFO : Epoch 1883 | loss: 0.0310733 | val_loss: 0.0311362 | Time: 1639.57 ms [2022-04-10 15:52:55 main:574] : INFO : Epoch 1884 | loss: 0.0310691 | val_loss: 0.0311497 | Time: 1639.15 ms [2022-04-10 15:52:57 main:574] : INFO : Epoch 1885 | loss: 0.0310722 | val_loss: 0.0311416 | Time: 1636.89 ms [2022-04-10 15:52:59 main:574] : INFO : Epoch 1886 | loss: 0.0310774 | val_loss: 0.0311385 | Time: 1639.68 ms [2022-04-10 15:53:00 main:574] : INFO : Epoch 1887 | loss: 0.0310702 | val_loss: 0.0311322 | Time: 1648.53 ms [2022-04-10 15:53:02 main:574] : INFO : Epoch 1888 | loss: 0.0310687 | val_loss: 0.0311353 | Time: 1635.75 ms [2022-04-10 15:53:04 main:574] : INFO : Epoch 1889 | loss: 0.0310696 | val_loss: 0.0311388 | Time: 1633.38 ms [2022-04-10 15:53:05 main:574] : INFO : Epoch 1890 | loss: 0.0310694 | val_loss: 0.0311347 | Time: 1643.68 ms [2022-04-10 15:53:07 main:574] : INFO : Epoch 1891 | loss: 0.0310653 | val_loss: 0.0311387 | Time: 1637.13 ms [2022-04-10 15:53:09 main:574] : INFO : Epoch 1892 | loss: 0.031063 | val_loss: 0.0311347 | Time: 1641.15 ms [2022-04-10 15:53:10 main:574] : INFO : Epoch 1893 | loss: 0.0310653 | val_loss: 0.0311388 | Time: 1644.44 ms [2022-04-10 15:53:12 main:574] : INFO : Epoch 1894 | loss: 0.0310631 | val_loss: 0.0311379 | Time: 1635.06 ms [2022-04-10 15:53:13 main:574] : INFO : Epoch 1895 | loss: 0.0310606 | val_loss: 0.031144 | Time: 1625.32 ms [2022-04-10 15:53:15 main:574] : INFO : Epoch 1896 | loss: 0.0310605 | val_loss: 0.0311417 | Time: 1634.75 ms [2022-04-10 15:53:17 main:574] : INFO : Epoch 1897 | loss: 0.0310652 | val_loss: 0.0311391 | Time: 1640.31 ms [2022-04-10 15:53:18 main:574] : INFO : Epoch 1898 | loss: 0.0310651 | val_loss: 0.0311384 | Time: 1642.48 ms [2022-04-10 15:53:20 main:574] : INFO : Epoch 1899 | loss: 0.0310639 | val_loss: 0.0311463 | Time: 1637.91 ms [2022-04-10 15:53:22 main:574] : INFO : Epoch 1900 | loss: 0.0310636 | val_loss: 0.0311399 | Time: 1635.78 ms [2022-04-10 15:53:23 main:574] : INFO : Epoch 1901 | loss: 0.0310641 | val_loss: 0.0311448 | Time: 1634.02 ms [2022-04-10 15:53:25 main:574] : INFO : Epoch 1902 | loss: 0.0310645 | val_loss: 0.0311442 | Time: 1636.17 ms [2022-04-10 15:53:27 main:574] : INFO : Epoch 1903 | loss: 0.0310676 | val_loss: 0.0311508 | Time: 1636.08 ms [2022-04-10 15:53:28 main:574] : INFO : Epoch 1904 | loss: 0.0310633 | val_loss: 0.0311427 | Time: 1634.91 ms [2022-04-10 15:53:30 main:574] : INFO : Epoch 1905 | loss: 0.0310628 | val_loss: 0.0311444 | Time: 1632.66 ms [2022-04-10 15:53:32 main:574] : INFO : Epoch 1906 | loss: 0.0310605 | val_loss: 0.0311423 | Time: 1637.33 ms [2022-04-10 15:53:33 main:574] : INFO : Epoch 1907 | loss: 0.0310593 | val_loss: 0.0311379 | Time: 1633.45 ms [2022-04-10 15:53:35 main:574] : INFO : Epoch 1908 | loss: 0.0310602 | val_loss: 0.0311413 | Time: 1635.44 ms [2022-04-10 15:53:36 main:574] : INFO : Epoch 1909 | loss: 0.031059 | val_loss: 0.0311431 | Time: 1637.09 ms [2022-04-10 15:53:38 main:574] : INFO : Epoch 1910 | loss: 0.0310633 | val_loss: 0.0311436 | Time: 1641.99 ms [2022-04-10 15:53:40 main:574] : INFO : Epoch 1911 | loss: 0.0310602 | val_loss: 0.0311458 | Time: 1636.86 ms [2022-04-10 15:53:41 main:574] : INFO : Epoch 1912 | loss: 0.031064 | val_loss: 0.0311435 | Time: 1630.29 ms [2022-04-10 15:53:43 main:574] : INFO : Epoch 1913 | loss: 0.0310621 | val_loss: 0.03114 | Time: 1630.81 ms [2022-04-10 15:53:45 main:574] : INFO : Epoch 1914 | loss: 0.0310579 | val_loss: 0.0311395 | Time: 1634.45 ms [2022-04-10 15:53:46 main:574] : INFO : Epoch 1915 | loss: 0.0310569 | val_loss: 0.0311378 | Time: 1634.85 ms [2022-04-10 15:53:48 main:574] : INFO : Epoch 1916 | loss: 0.0310558 | val_loss: 0.0311471 | Time: 1647.16 ms [2022-04-10 15:53:50 main:574] : INFO : Epoch 1917 | loss: 0.0310618 | val_loss: 0.0311413 | Time: 1637.98 ms [2022-04-10 15:53:51 main:574] : INFO : Epoch 1918 | loss: 0.0310593 | val_loss: 0.0311517 | Time: 1630.41 ms [2022-04-10 15:53:53 main:574] : INFO : Epoch 1919 | loss: 0.0310609 | val_loss: 0.0311369 | Time: 1642.51 ms [2022-04-10 15:53:55 main:574] : INFO : Epoch 1920 | loss: 0.0310628 | val_loss: 0.0311509 | Time: 1639.04 ms [2022-04-10 15:53:56 main:574] : INFO : Epoch 1921 | loss: 0.0310641 | val_loss: 0.0311398 | Time: 1640.74 ms [2022-04-10 15:53:58 main:574] : INFO : Epoch 1922 | loss: 0.0310686 | val_loss: 0.0311443 | Time: 1632.66 ms [2022-04-10 15:53:59 main:574] : INFO : Epoch 1923 | loss: 0.0310631 | val_loss: 0.031143 | Time: 1636.06 ms [2022-04-10 15:54:01 main:574] : INFO : Epoch 1924 | loss: 0.0310597 | val_loss: 0.0311421 | Time: 1659.93 ms [2022-04-10 15:54:03 main:574] : INFO : Epoch 1925 | loss: 0.0310592 | val_loss: 0.031147 | Time: 1638.93 ms [2022-04-10 15:54:04 main:574] : INFO : Epoch 1926 | loss: 0.0310589 | val_loss: 0.0311402 | Time: 1639.06 ms [2022-04-10 15:54:06 main:574] : INFO : Epoch 1927 | loss: 0.0310578 | val_loss: 0.0311386 | Time: 1650.91 ms [2022-04-10 15:54:08 main:574] : INFO : Epoch 1928 | loss: 0.0310572 | val_loss: 0.0311426 | Time: 1640.45 ms [2022-04-10 15:54:09 main:574] : INFO : Epoch 1929 | loss: 0.0310668 | val_loss: 0.0313458 | Time: 1626.92 ms [2022-04-10 15:54:11 main:574] : INFO : Epoch 1930 | loss: 0.0324057 | val_loss: 0.0319721 | Time: 1627.31 ms [2022-04-10 15:54:13 main:574] : INFO : Epoch 1931 | loss: 0.0369862 | val_loss: 0.0330628 | Time: 1635.39 ms [2022-04-10 15:54:14 main:574] : INFO : Epoch 1932 | loss: 0.0316907 | val_loss: 0.0312619 | Time: 1634.89 ms [2022-04-10 15:54:16 main:574] : INFO : Epoch 1933 | loss: 0.0312994 | val_loss: 0.0312496 | Time: 1632.64 ms [2022-04-10 15:54:18 main:574] : INFO : Epoch 1934 | loss: 0.0312328 | val_loss: 0.0312096 | Time: 1641.59 ms [2022-04-10 15:54:19 main:574] : INFO : Epoch 1935 | loss: 0.0311931 | val_loss: 0.0311756 | Time: 1632.4 ms [2022-04-10 15:54:21 main:574] : INFO : Epoch 1936 | loss: 0.031163 | val_loss: 0.0311599 | Time: 1635.78 ms [2022-04-10 15:54:22 main:574] : INFO : Epoch 1937 | loss: 0.0311479 | val_loss: 0.0311545 | Time: 1638.63 ms [2022-04-10 15:54:24 main:574] : INFO : Epoch 1938 | loss: 0.0311345 | val_loss: 0.0311471 | Time: 1631.91 ms [2022-04-10 15:54:26 main:574] : INFO : Epoch 1939 | loss: 0.0311227 | val_loss: 0.0311408 | Time: 1648.7 ms [2022-04-10 15:54:27 main:574] : INFO : Epoch 1940 | loss: 0.0311144 | val_loss: 0.0311419 | Time: 1641.25 ms [2022-04-10 15:54:29 main:574] : INFO : Epoch 1941 | loss: 0.0311117 | val_loss: 0.0311385 | Time: 1635.22 ms [2022-04-10 15:54:31 main:574] : INFO : Epoch 1942 | loss: 0.0311064 | val_loss: 0.0311386 | Time: 1641.58 ms [2022-04-10 15:54:32 main:574] : INFO : Epoch 1943 | loss: 0.0311023 | val_loss: 0.0311341 | Time: 1644.82 ms [2022-04-10 15:54:34 main:574] : INFO : Epoch 1944 | loss: 0.0311001 | val_loss: 0.0311432 | Time: 1633.83 ms [2022-04-10 15:54:36 main:574] : INFO : Epoch 1945 | loss: 0.0311116 | val_loss: 0.0311453 | Time: 1645.29 ms [2022-04-10 15:54:37 main:574] : INFO : Epoch 1946 | loss: 0.0311163 | val_loss: 0.0311403 | Time: 1632.72 ms [2022-04-10 15:54:39 main:574] : INFO : Epoch 1947 | loss: 0.0311077 | val_loss: 0.0311402 | Time: 1639.86 ms [2022-04-10 15:54:41 main:574] : INFO : Epoch 1948 | loss: 0.0311018 | val_loss: 0.031136 | Time: 1638.27 ms [2022-04-10 15:54:42 main:574] : INFO : Epoch 1949 | loss: 0.0310996 | val_loss: 0.0311371 | Time: 1641.64 ms [2022-04-10 15:54:44 main:574] : INFO : Epoch 1950 | loss: 0.0310956 | val_loss: 0.0311356 | Time: 1635.85 ms [2022-04-10 15:54:45 main:574] : INFO : Epoch 1951 | loss: 0.0310948 | val_loss: 0.031142 | Time: 1636.93 ms [2022-04-10 15:54:47 main:574] : INFO : Epoch 1952 | loss: 0.0310943 | val_loss: 0.0311367 | Time: 1636.48 ms [2022-04-10 15:54:49 main:574] : INFO : Epoch 1953 | loss: 0.0310929 | val_loss: 0.0311387 | Time: 1632.57 ms [2022-04-10 15:54:50 main:574] : INFO : Epoch 1954 | loss: 0.0310919 | val_loss: 0.0311375 | Time: 1634.39 ms [2022-04-10 15:54:52 main:574] : INFO : Epoch 1955 | loss: 0.0310905 | val_loss: 0.0311398 | Time: 1635.22 ms [2022-04-10 15:54:54 main:574] : INFO : Epoch 1956 | loss: 0.0310869 | val_loss: 0.031139 | Time: 1631.95 ms [2022-04-10 15:54:55 main:574] : INFO : Epoch 1957 | loss: 0.0310842 | val_loss: 0.0311408 | Time: 1636.17 ms [2022-04-10 15:54:57 main:574] : INFO : Epoch 1958 | loss: 0.0310816 | val_loss: 0.0311391 | Time: 1640.07 ms [2022-04-10 15:54:59 main:574] : INFO : Epoch 1959 | loss: 0.0310824 | val_loss: 0.031141 | Time: 1634.56 ms [2022-04-10 15:55:00 main:574] : INFO : Epoch 1960 | loss: 0.0310819 | val_loss: 0.0311347 | Time: 1635.26 ms [2022-04-10 15:55:02 main:574] : INFO : Epoch 1961 | loss: 0.0310814 | val_loss: 0.0311337 | Time: 1647.64 ms [2022-04-10 15:55:04 main:574] : INFO : Epoch 1962 | loss: 0.0310811 | val_loss: 0.0311346 | Time: 1638.43 ms [2022-04-10 15:55:05 main:574] : INFO : Epoch 1963 | loss: 0.0310852 | val_loss: 0.0311371 | Time: 1640.8 ms [2022-04-10 15:55:07 main:574] : INFO : Epoch 1964 | loss: 0.0310827 | val_loss: 0.031134 | Time: 1642.97 ms [2022-04-10 15:55:08 main:574] : INFO : Epoch 1965 | loss: 0.0310797 | val_loss: 0.0311381 | Time: 1639.87 ms [2022-04-10 15:55:10 main:574] : INFO : Epoch 1966 | loss: 0.03108 | val_loss: 0.0311369 | Time: 1640.54 ms [2022-04-10 15:55:12 main:574] : INFO : Epoch 1967 | loss: 0.0310819 | val_loss: 0.0311307 | Time: 1630.18 ms [2022-04-10 15:55:13 main:574] : INFO : Epoch 1968 | loss: 0.0310795 | val_loss: 0.0311405 | Time: 1628.89 ms [2022-04-10 15:55:15 main:574] : INFO : Epoch 1969 | loss: 0.0310794 | val_loss: 0.0311418 | Time: 1634.18 ms [2022-04-10 15:55:17 main:574] : INFO : Epoch 1970 | loss: 0.0310751 | val_loss: 0.0311367 | Time: 1643.71 ms [2022-04-10 15:55:18 main:574] : INFO : Epoch 1971 | loss: 0.0310792 | val_loss: 0.0311373 | Time: 1637.38 ms [2022-04-10 15:55:20 main:574] : INFO : Epoch 1972 | loss: 0.0310779 | val_loss: 0.0311322 | Time: 1634 ms [2022-04-10 15:55:22 main:574] : INFO : Epoch 1973 | loss: 0.0310746 | val_loss: 0.0311392 | Time: 1642.49 ms [2022-04-10 15:55:23 main:574] : INFO : Epoch 1974 | loss: 0.0310744 | val_loss: 0.0311355 | Time: 1635.05 ms [2022-04-10 15:55:25 main:574] : INFO : Epoch 1975 | loss: 0.0310723 | val_loss: 0.0311426 | Time: 1634.25 ms [2022-04-10 15:55:27 main:574] : INFO : Epoch 1976 | loss: 0.0310725 | val_loss: 0.0311457 | Time: 1639.12 ms [2022-04-10 15:55:28 main:574] : INFO : Epoch 1977 | loss: 0.0310708 | val_loss: 0.0311419 | Time: 1640.99 ms [2022-04-10 15:55:30 main:574] : INFO : Epoch 1978 | loss: 0.031071 | val_loss: 0.0311461 | Time: 1633.68 ms [2022-04-10 15:55:31 main:574] : INFO : Epoch 1979 | loss: 0.0310713 | val_loss: 0.031142 | Time: 1644.03 ms [2022-04-10 15:55:33 main:574] : INFO : Epoch 1980 | loss: 0.0310698 | val_loss: 0.0311417 | Time: 1640.54 ms [2022-04-10 15:55:35 main:574] : INFO : Epoch 1981 | loss: 0.0310692 | val_loss: 0.0311374 | Time: 1634.83 ms [2022-04-10 15:55:36 main:574] : INFO : Epoch 1982 | loss: 0.031068 | val_loss: 0.0311371 | Time: 1631.98 ms [2022-04-10 15:55:38 main:574] : INFO : Epoch 1983 | loss: 0.0310654 | val_loss: 0.0311395 | Time: 1640.5 ms [2022-04-10 15:55:40 main:574] : INFO : Epoch 1984 | loss: 0.0310662 | val_loss: 0.0311381 | Time: 1638 ms [2022-04-10 15:55:41 main:574] : INFO : Epoch 1985 | loss: 0.0310692 | val_loss: 0.0311323 | Time: 1630.33 ms [2022-04-10 15:55:43 main:574] : INFO : Epoch 1986 | loss: 0.0310726 | val_loss: 0.03114 | Time: 1638.13 ms [2022-04-10 15:55:45 main:574] : INFO : Epoch 1987 | loss: 0.0310728 | val_loss: 0.0311472 | Time: 1638 ms [2022-04-10 15:55:46 main:574] : INFO : Epoch 1988 | loss: 0.0310855 | val_loss: 0.0311424 | Time: 1643.1 ms [2022-04-10 15:55:48 main:574] : INFO : Epoch 1989 | loss: 0.0310836 | val_loss: 0.0311351 | Time: 1640.23 ms [2022-04-10 15:55:50 main:574] : INFO : Epoch 1990 | loss: 0.0310786 | val_loss: 0.031132 | Time: 1633.13 ms [2022-04-10 15:55:51 main:574] : INFO : Epoch 1991 | loss: 0.0310744 | val_loss: 0.0311334 | Time: 1633.99 ms [2022-04-10 15:55:53 main:574] : INFO : Epoch 1992 | loss: 0.0310714 | val_loss: 0.0311325 | Time: 1627.75 ms [2022-04-10 15:55:54 main:574] : INFO : Epoch 1993 | loss: 0.031073 | val_loss: 0.0311408 | Time: 1633.64 ms [2022-04-10 15:55:56 main:574] : INFO : Epoch 1994 | loss: 0.031072 | val_loss: 0.0311439 | Time: 1629.93 ms [2022-04-10 15:55:58 main:574] : INFO : Epoch 1995 | loss: 0.0310688 | val_loss: 0.0311421 | Time: 1635.11 ms [2022-04-10 15:55:59 main:574] : INFO : Epoch 1996 | loss: 0.0310678 | val_loss: 0.031138 | Time: 1644.39 ms [2022-04-10 15:56:01 main:574] : INFO : Epoch 1997 | loss: 0.0310675 | val_loss: 0.0311445 | Time: 1643.8 ms [2022-04-10 15:56:03 main:574] : INFO : Epoch 1998 | loss: 0.0310688 | val_loss: 0.0311413 | Time: 1637.97 ms [2022-04-10 15:56:04 main:574] : INFO : Epoch 1999 | loss: 0.0310689 | val_loss: 0.0311317 | Time: 1628.05 ms [2022-04-10 15:56:06 main:574] : INFO : Epoch 2000 | loss: 0.0310705 | val_loss: 0.0311395 | Time: 1638.71 ms [2022-04-10 15:56:08 main:574] : INFO : Epoch 2001 | loss: 0.0310674 | val_loss: 0.0311474 | Time: 1643.02 ms [2022-04-10 15:56:09 main:574] : INFO : Epoch 2002 | loss: 0.0310683 | val_loss: 0.0311377 | Time: 1638.21 ms [2022-04-10 15:56:11 main:574] : INFO : Epoch 2003 | loss: 0.0310743 | val_loss: 0.0311356 | Time: 1638.41 ms [2022-04-10 15:56:13 main:574] : INFO : Epoch 2004 | loss: 0.0310756 | val_loss: 0.031141 | Time: 1633.4 ms [2022-04-10 15:56:14 main:574] : INFO : Epoch 2005 | loss: 0.031073 | val_loss: 0.0311382 | Time: 1633.74 ms [2022-04-10 15:56:16 main:574] : INFO : Epoch 2006 | loss: 0.0310719 | val_loss: 0.0311359 | Time: 1642.63 ms [2022-04-10 15:56:17 main:574] : INFO : Epoch 2007 | loss: 0.0310687 | val_loss: 0.0311355 | Time: 1634.63 ms [2022-04-10 15:56:19 main:574] : INFO : Epoch 2008 | loss: 0.0310669 | val_loss: 0.0311385 | Time: 1649.28 ms [2022-04-10 15:56:21 main:574] : INFO : Epoch 2009 | loss: 0.0310661 | val_loss: 0.0311328 | Time: 1638.72 ms [2022-04-10 15:56:22 main:574] : INFO : Epoch 2010 | loss: 0.0310662 | val_loss: 0.0311374 | Time: 1633.73 ms [2022-04-10 15:56:24 main:574] : INFO : Epoch 2011 | loss: 0.0310649 | val_loss: 0.0311518 | Time: 1644.71 ms [2022-04-10 15:56:26 main:574] : INFO : Epoch 2012 | loss: 0.0310644 | val_loss: 0.0311447 | Time: 1649.02 ms [2022-04-10 15:56:27 main:574] : INFO : Epoch 2013 | loss: 0.0310667 | val_loss: 0.031142 | Time: 1633.7 ms [2022-04-10 15:56:29 main:574] : INFO : Epoch 2014 | loss: 0.0310646 | val_loss: 0.0311435 | Time: 1635 ms [2022-04-10 15:56:31 main:574] : INFO : Epoch 2015 | loss: 0.0310628 | val_loss: 0.0311396 | Time: 1645.2 ms [2022-04-10 15:56:32 main:574] : INFO : Epoch 2016 | loss: 0.0310629 | val_loss: 0.0311376 | Time: 1632.18 ms [2022-04-10 15:56:34 main:574] : INFO : Epoch 2017 | loss: 0.0310671 | val_loss: 0.0311454 | Time: 1631.07 ms [2022-04-10 15:56:36 main:574] : INFO : Epoch 2018 | loss: 0.0310666 | val_loss: 0.0311499 | Time: 1644.39 ms [2022-04-10 15:56:37 main:574] : INFO : Epoch 2019 | loss: 0.031074 | val_loss: 0.0311449 | Time: 1635.09 ms [2022-04-10 15:56:39 main:574] : INFO : Epoch 2020 | loss: 0.0310761 | val_loss: 0.0311414 | Time: 1639.93 ms [2022-04-10 15:56:40 main:574] : INFO : Epoch 2021 | loss: 0.0310726 | val_loss: 0.0311425 | Time: 1626.05 ms [2022-04-10 15:56:42 main:574] : INFO : Epoch 2022 | loss: 0.0310692 | val_loss: 0.0311369 | Time: 1635.65 ms [2022-04-10 15:56:44 main:574] : INFO : Epoch 2023 | loss: 0.0310675 | val_loss: 0.0311355 | Time: 1645.64 ms [2022-04-10 15:56:45 main:574] : INFO : Epoch 2024 | loss: 0.0310637 | val_loss: 0.0311414 | Time: 1636.6 ms [2022-04-10 15:56:47 main:574] : INFO : Epoch 2025 | loss: 0.0310692 | val_loss: 0.0311381 | Time: 1631.55 ms [2022-04-10 15:56:49 main:574] : INFO : Epoch 2026 | loss: 0.0310645 | val_loss: 0.0311387 | Time: 1639.53 ms [2022-04-10 15:56:50 main:574] : INFO : Epoch 2027 | loss: 0.0310615 | val_loss: 0.0311359 | Time: 1629.43 ms [2022-04-10 15:56:52 main:574] : INFO : Epoch 2028 | loss: 0.031062 | val_loss: 0.0311356 | Time: 1643.2 ms [2022-04-10 15:56:54 main:574] : INFO : Epoch 2029 | loss: 0.0310626 | val_loss: 0.031144 | Time: 1637.51 ms [2022-04-10 15:56:55 main:574] : INFO : Epoch 2030 | loss: 0.031065 | val_loss: 0.0311432 | Time: 1634.59 ms [2022-04-10 15:56:57 main:574] : INFO : Epoch 2031 | loss: 0.0310676 | val_loss: 0.0311374 | Time: 1637.31 ms [2022-04-10 15:56:59 main:574] : INFO : Epoch 2032 | loss: 0.0310761 | val_loss: 0.0311392 | Time: 1637.66 ms [2022-04-10 15:57:00 main:574] : INFO : Epoch 2033 | loss: 0.0310825 | val_loss: 0.0311333 | Time: 1637.71 ms [2022-04-10 15:57:02 main:574] : INFO : Epoch 2034 | loss: 0.0310895 | val_loss: 0.0311344 | Time: 1651.05 ms [2022-04-10 15:57:03 main:574] : INFO : Epoch 2035 | loss: 0.0310793 | val_loss: 0.0311314 | Time: 1633.18 ms [2022-04-10 15:57:05 main:574] : INFO : Epoch 2036 | loss: 0.0310749 | val_loss: 0.0311344 | Time: 1633.45 ms [2022-04-10 15:57:07 main:574] : INFO : Epoch 2037 | loss: 0.0310696 | val_loss: 0.0311376 | Time: 1635.89 ms [2022-04-10 15:57:08 main:574] : INFO : Epoch 2038 | loss: 0.0310673 | val_loss: 0.0311348 | Time: 1629.95 ms [2022-04-10 15:57:10 main:574] : INFO : Epoch 2039 | loss: 0.0310665 | val_loss: 0.0311373 | Time: 1645.32 ms [2022-04-10 15:57:12 main:574] : INFO : Epoch 2040 | loss: 0.0310658 | val_loss: 0.0311388 | Time: 1643.39 ms [2022-04-10 15:57:13 main:574] : INFO : Epoch 2041 | loss: 0.031062 | val_loss: 0.0311399 | Time: 1641.73 ms [2022-04-10 15:57:15 main:574] : INFO : Epoch 2042 | loss: 0.0310618 | val_loss: 0.0311422 | Time: 1634.03 ms [2022-04-10 15:57:17 main:574] : INFO : Epoch 2043 | loss: 0.031073 | val_loss: 0.0311352 | Time: 1645.66 ms [2022-04-10 15:57:18 main:574] : INFO : Epoch 2044 | loss: 0.0310723 | val_loss: 0.0311359 | Time: 1637.05 ms [2022-04-10 15:57:20 main:574] : INFO : Epoch 2045 | loss: 0.0310695 | val_loss: 0.03114 | Time: 1637.63 ms [2022-04-10 15:57:22 main:574] : INFO : Epoch 2046 | loss: 0.0310706 | val_loss: 0.0311315 | Time: 1641.06 ms [2022-04-10 15:57:23 main:574] : INFO : Epoch 2047 | loss: 0.0310691 | val_loss: 0.0311333 | Time: 1641.18 ms [2022-04-10 15:57:25 main:574] : INFO : Epoch 2048 | loss: 0.0310784 | val_loss: 0.0311425 | Time: 1644.45 ms [2022-04-10 15:57:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311425 [2022-04-10 15:57:25 main:603] : INFO : Saving end state to config to file [2022-04-10 15:57:25 main:608] : INFO : Success, exiting.. 15:57:25 (51776): 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)