Task 10002786
| Name | ParityModified-1639949844-9630-0_0 |
| Workunit | 7381664 |
| Created | 19 Dec 2021, 21:37:28 UTC |
| Sent | 27 Dec 2021, 0:06:32 UTC |
| Report deadline | 4 Jan 2022, 0:06:32 UTC |
| Received | 27 Dec 2021, 18:56:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 53 min 58 sec |
| CPU time | 52 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,468.33 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> 574] : INFO : Epoch 1542 | loss: 0.0309571 | val_loss: 0.0313754 | Time: 1603.44 ms [2021-12-27 19:43:27 main:574] : INFO : Epoch 1543 | loss: 0.030961 | val_loss: 0.0313912 | Time: 1610.73 ms [2021-12-27 19:43:28 main:574] : INFO : Epoch 1544 | loss: 0.0309614 | val_loss: 0.0313426 | Time: 1606.1 ms [2021-12-27 19:43:30 main:574] : INFO : Epoch 1545 | loss: 0.0309535 | val_loss: 0.0313583 | Time: 1604.23 ms [2021-12-27 19:43:31 main:574] : INFO : Epoch 1546 | loss: 0.0309455 | val_loss: 0.0313729 | Time: 1607.31 ms [2021-12-27 19:43:33 main:574] : INFO : Epoch 1547 | loss: 0.0309509 | val_loss: 0.0313865 | Time: 1596.52 ms [2021-12-27 19:43:35 main:574] : INFO : Epoch 1548 | loss: 0.0309581 | val_loss: 0.0313282 | Time: 1605.29 ms [2021-12-27 19:43:36 main:574] : INFO : Epoch 1549 | loss: 0.0309662 | val_loss: 0.0313726 | Time: 1608.16 ms [2021-12-27 19:43:38 main:574] : INFO : Epoch 1550 | loss: 0.0309877 | val_loss: 0.0313059 | Time: 1602.42 ms [2021-12-27 19:43:39 main:574] : INFO : Epoch 1551 | loss: 0.0309898 | val_loss: 0.0313641 | Time: 1600.04 ms [2021-12-27 19:43:41 main:574] : INFO : Epoch 1552 | loss: 0.0309643 | val_loss: 0.0313598 | Time: 1608.01 ms [2021-12-27 19:43:43 main:574] : INFO : Epoch 1553 | loss: 0.0309622 | val_loss: 0.0313568 | Time: 1609.01 ms [2021-12-27 19:43:44 main:574] : INFO : Epoch 1554 | loss: 0.0309658 | val_loss: 0.0313651 | Time: 1605.65 ms [2021-12-27 19:43:46 main:574] : INFO : Epoch 1555 | loss: 0.0309648 | val_loss: 0.0313681 | Time: 1608.38 ms [2021-12-27 19:43:48 main:574] : INFO : Epoch 1556 | loss: 0.030968 | val_loss: 0.0313242 | Time: 1609.32 ms [2021-12-27 19:43:49 main:574] : INFO : Epoch 1557 | loss: 0.0309726 | val_loss: 0.0313222 | Time: 1613.81 ms [2021-12-27 19:43:51 main:574] : INFO : Epoch 1558 | loss: 0.0309596 | val_loss: 0.0313794 | Time: 1607.12 ms [2021-12-27 19:43:52 main:574] : INFO : Epoch 1559 | loss: 0.0309676 | val_loss: 0.0313222 | Time: 1608.3 ms [2021-12-27 19:43:54 main:574] : INFO : Epoch 1560 | loss: 0.0309654 | val_loss: 0.0313595 | Time: 1607.09 ms [2021-12-27 19:43:56 main:574] : INFO : Epoch 1561 | loss: 0.0309588 | val_loss: 0.031323 | Time: 1608.32 ms [2021-12-27 19:43:57 main:574] : INFO : Epoch 1562 | loss: 0.0309719 | val_loss: 0.0313728 | Time: 1606.9 ms [2021-12-27 19:43:59 main:574] : INFO : Epoch 1563 | loss: 0.0309639 | val_loss: 0.03137 | Time: 1603.69 ms [2021-12-27 19:44:00 main:574] : INFO : Epoch 1564 | loss: 0.0309597 | val_loss: 0.0313412 | Time: 1611.42 ms [2021-12-27 19:44:02 main:574] : INFO : Epoch 1565 | loss: 0.0309578 | val_loss: 0.0313262 | Time: 1600.31 ms [2021-12-27 19:44:04 main:574] : INFO : Epoch 1566 | loss: 0.0309676 | val_loss: 0.0313526 | Time: 1607.16 ms [2021-12-27 19:44:05 main:574] : INFO : Epoch 1567 | loss: 0.0309658 | val_loss: 0.0313516 | Time: 1603.05 ms [2021-12-27 19:44:07 main:574] : INFO : Epoch 1568 | loss: 0.0309655 | val_loss: 0.0313827 | Time: 1599.89 ms [2021-12-27 19:44:08 main:574] : INFO : Epoch 1569 | loss: 0.0309677 | val_loss: 0.0313276 | Time: 1605.55 ms [2021-12-27 19:44:10 main:574] : INFO : Epoch 1570 | loss: 0.0309623 | val_loss: 0.0313897 | Time: 1603.88 ms [2021-12-27 19:44:12 main:574] : INFO : Epoch 1571 | loss: 0.0309529 | val_loss: 0.0313429 | Time: 1606.87 ms [2021-12-27 19:44:13 main:574] : INFO : Epoch 1572 | loss: 0.0309579 | val_loss: 0.0313511 | Time: 1600.68 ms [2021-12-27 19:44:15 main:574] : INFO : Epoch 1573 | loss: 0.0309533 | val_loss: 0.0313326 | Time: 1603.5 ms [2021-12-27 19:44:16 main:574] : INFO : Epoch 1574 | loss: 0.0309675 | val_loss: 0.0313331 | Time: 1603.77 ms [2021-12-27 19:44:18 main:574] : INFO : Epoch 1575 | loss: 0.0309627 | val_loss: 0.0313308 | Time: 1608.09 ms [2021-12-27 19:44:20 main:574] : INFO : Epoch 1576 | loss: 0.0309592 | val_loss: 0.0313797 | Time: 1601.13 ms [2021-12-27 19:44:21 main:574] : INFO : Epoch 1577 | loss: 0.0309672 | val_loss: 0.0313334 | Time: 1602.41 ms [2021-12-27 19:44:23 main:574] : INFO : Epoch 1578 | loss: 0.0309732 | val_loss: 0.0312922 | Time: 1654.28 ms [2021-12-27 19:44:25 main:574] : INFO : Epoch 1579 | loss: 0.0309729 | val_loss: 0.0313483 | Time: 1659.63 ms [2021-12-27 19:44:26 main:574] : INFO : Epoch 1580 | loss: 0.0309626 | val_loss: 0.031336 | Time: 1607.94 ms [2021-12-27 19:44:28 main:574] : INFO : Epoch 1581 | loss: 0.0309623 | val_loss: 0.0313571 | Time: 1623.15 ms [2021-12-27 19:44:29 main:574] : INFO : Epoch 1582 | loss: 0.0309608 | val_loss: 0.031377 | Time: 1608.74 ms [2021-12-27 19:44:31 main:574] : INFO : Epoch 1583 | loss: 0.0309594 | val_loss: 0.0313683 | Time: 1608.44 ms [2021-12-27 19:44:33 main:574] : INFO : Epoch 1584 | loss: 0.0309584 | val_loss: 0.0313584 | Time: 1616.95 ms [2021-12-27 19:44:34 main:574] : INFO : Epoch 1585 | loss: 0.0309566 | val_loss: 0.031341 | Time: 1615.56 ms [2021-12-27 19:44:36 main:574] : INFO : Epoch 1586 | loss: 0.0309505 | val_loss: 0.0313607 | Time: 1607.14 ms [2021-12-27 19:44:38 main:574] : INFO : Epoch 1587 | loss: 0.0309635 | val_loss: 0.0313606 | Time: 1612.27 ms [2021-12-27 19:44:39 main:574] : INFO : Epoch 1588 | loss: 0.0309749 | val_loss: 0.0313424 | Time: 1617.87 ms [2021-12-27 19:44:41 main:574] : INFO : Epoch 1589 | loss: 0.0309591 | val_loss: 0.0313609 | Time: 1623.78 ms [2021-12-27 19:44:42 main:574] : INFO : Epoch 1590 | loss: 0.0309584 | val_loss: 0.0313598 | Time: 1610.01 ms [2021-12-27 19:44:44 main:574] : INFO : Epoch 1591 | loss: 0.0309607 | val_loss: 0.0313273 | Time: 1636.49 ms [2021-12-27 19:44:46 main:574] : INFO : Epoch 1592 | loss: 0.0309582 | val_loss: 0.0313559 | Time: 1607.84 ms [2021-12-27 19:44:47 main:574] : INFO : Epoch 1593 | loss: 0.0309632 | val_loss: 0.0313291 | Time: 1623.85 ms [2021-12-27 19:44:49 main:574] : INFO : Epoch 1594 | loss: 0.0309578 | val_loss: 0.0313769 | Time: 1628.16 ms [2021-12-27 19:44:50 main:574] : INFO : Epoch 1595 | loss: 0.0309677 | val_loss: 0.0313525 | Time: 1607.74 ms [2021-12-27 19:44:52 main:574] : INFO : Epoch 1596 | loss: 0.0309662 | val_loss: 0.0313655 | Time: 1609.88 ms [2021-12-27 19:44:54 main:574] : INFO : Epoch 1597 | loss: 0.0309618 | val_loss: 0.0313563 | Time: 1607.71 ms [2021-12-27 19:44:55 main:574] : INFO : Epoch 1598 | loss: 0.0309732 | val_loss: 0.0313427 | Time: 1624.22 ms [2021-12-27 19:44:57 main:574] : INFO : Epoch 1599 | loss: 0.0309683 | val_loss: 0.0313116 | Time: 1623.96 ms [2021-12-27 19:44:59 main:574] : INFO : Epoch 1600 | loss: 0.030964 | val_loss: 0.0313686 | Time: 1602.3 ms [2021-12-27 19:45:00 main:574] : INFO : Epoch 1601 | loss: 0.0309641 | val_loss: 0.0313746 | Time: 1611.59 ms [2021-12-27 19:45:02 main:574] : INFO : Epoch 1602 | loss: 0.0309531 | val_loss: 0.0313115 | Time: 1611.59 ms [2021-12-27 19:45:03 main:574] : INFO : Epoch 1603 | loss: 0.0309554 | val_loss: 0.0313674 | Time: 1627.96 ms [2021-12-27 19:45:05 main:574] : INFO : Epoch 1604 | loss: 0.0309543 | val_loss: 0.0313558 | Time: 1619.15 ms [2021-12-27 19:45:07 main:574] : INFO : Epoch 1605 | loss: 0.030956 | val_loss: 0.0313553 | Time: 1611.83 ms [2021-12-27 19:45:08 main:574] : INFO : Epoch 1606 | loss: 0.0309761 | val_loss: 0.0313115 | Time: 1648.71 ms [2021-12-27 19:45:10 main:574] : INFO : Epoch 1607 | loss: 0.0309617 | val_loss: 0.0313622 | Time: 1607.96 ms [2021-12-27 19:45:12 main:574] : INFO : Epoch 1608 | loss: 0.0309534 | val_loss: 0.0313472 | Time: 1604.1 ms [2021-12-27 19:45:13 main:574] : INFO : Epoch 1609 | loss: 0.0309636 | val_loss: 0.0313954 | Time: 1629.34 ms [2021-12-27 19:45:15 main:574] : INFO : Epoch 1610 | loss: 0.0309598 | val_loss: 0.0313688 | Time: 1638.57 ms [2021-12-27 19:45:16 main:574] : INFO : Epoch 1611 | loss: 0.0309539 | val_loss: 0.0313687 | Time: 1616.09 ms [2021-12-27 19:45:18 main:574] : INFO : Epoch 1612 | loss: 0.0309476 | val_loss: 0.0313437 | Time: 1619.56 ms [2021-12-27 19:45:20 main:574] : INFO : Epoch 1613 | loss: 0.0309558 | val_loss: 0.0313664 | Time: 1623.55 ms [2021-12-27 19:45:21 main:574] : INFO : Epoch 1614 | loss: 0.0309683 | val_loss: 0.0314087 | Time: 1627.04 ms [2021-12-27 19:45:23 main:574] : INFO : Epoch 1615 | loss: 0.0309783 | val_loss: 0.0313539 | Time: 1608.35 ms [2021-12-27 19:45:25 main:574] : INFO : Epoch 1616 | loss: 0.0309655 | val_loss: 0.0313425 | Time: 1603.09 ms [2021-12-27 19:45:26 main:574] : INFO : Epoch 1617 | loss: 0.0309623 | val_loss: 0.0313366 | Time: 1606.07 ms [2021-12-27 19:45:28 main:574] : INFO : Epoch 1618 | loss: 0.0309721 | val_loss: 0.0313373 | Time: 1610.26 ms [2021-12-27 19:45:29 main:574] : INFO : Epoch 1619 | loss: 0.0309724 | val_loss: 0.0313229 | Time: 1644.1 ms [2021-12-27 19:45:31 main:574] : INFO : Epoch 1620 | loss: 0.0309598 | val_loss: 0.0313427 | Time: 1640.31 ms [2021-12-27 19:45:33 main:574] : INFO : Epoch 1621 | loss: 0.0309623 | val_loss: 0.0313313 | Time: 1659.54 ms [2021-12-27 19:45:34 main:574] : INFO : Epoch 1622 | loss: 0.0309511 | val_loss: 0.0313641 | Time: 1651.57 ms [2021-12-27 19:45:36 main:574] : INFO : Epoch 1623 | loss: 0.0309572 | val_loss: 0.0313373 | Time: 1622.29 ms [2021-12-27 19:45:38 main:574] : INFO : Epoch 1624 | loss: 0.0309647 | val_loss: 0.0313179 | Time: 1605.46 ms [2021-12-27 19:45:39 main:574] : INFO : Epoch 1625 | loss: 0.0309687 | val_loss: 0.0313123 | Time: 1644.52 ms [2021-12-27 19:45:41 main:574] : INFO : Epoch 1626 | loss: 0.0309668 | val_loss: 0.0313242 | Time: 1629.99 ms [2021-12-27 19:45:42 main:574] : INFO : Epoch 1627 | loss: 0.0309728 | val_loss: 0.0313771 | Time: 1619.38 ms [2021-12-27 19:45:44 main:574] : INFO : Epoch 1628 | loss: 0.0309634 | val_loss: 0.0313602 | Time: 1608.28 ms [2021-12-27 19:45:46 main:574] : INFO : Epoch 1629 | loss: 0.0309566 | val_loss: 0.0313418 | Time: 1608.07 ms [2021-12-27 19:45:47 main:574] : INFO : Epoch 1630 | loss: 0.0309607 | val_loss: 0.0312981 | Time: 1606.46 ms [2021-12-27 19:45:49 main:574] : INFO : Epoch 1631 | loss: 0.0310027 | val_loss: 0.0313292 | Time: 1604.52 ms [2021-12-27 19:45:51 main:574] : INFO : Epoch 1632 | loss: 0.0309776 | val_loss: 0.0313659 | Time: 1599.17 ms [2021-12-27 19:45:52 main:574] : INFO : Epoch 1633 | loss: 0.0309778 | val_loss: 0.0313529 | Time: 1613.35 ms [2021-12-27 19:45:54 main:574] : INFO : Epoch 1634 | loss: 0.0309755 | val_loss: 0.0313657 | Time: 1603.13 ms [2021-12-27 19:45:55 main:574] : INFO : Epoch 1635 | loss: 0.0309597 | val_loss: 0.0313514 | Time: 1603.79 ms [2021-12-27 19:45:57 main:574] : INFO : Epoch 1636 | loss: 0.0309549 | val_loss: 0.0313514 | Time: 1604.83 ms [2021-12-27 19:45:59 main:574] : INFO : Epoch 1637 | loss: 0.0309543 | val_loss: 0.0313444 | Time: 1635.25 ms [2021-12-27 19:46:00 main:574] : INFO : Epoch 1638 | loss: 0.030955 | val_loss: 0.0313563 | Time: 1601.22 ms [2021-12-27 19:46:02 main:574] : INFO : Epoch 1639 | loss: 0.0309594 | val_loss: 0.0313367 | Time: 1653.11 ms [2021-12-27 19:46:04 main:574] : INFO : Epoch 1640 | loss: 0.0309595 | val_loss: 0.0313944 | Time: 1688.24 ms [2021-12-27 19:46:05 main:574] : INFO : Epoch 1641 | loss: 0.0309616 | val_loss: 0.0313517 | Time: 1631.26 ms [2021-12-27 19:46:07 main:574] : INFO : Epoch 1642 | loss: 0.0309689 | val_loss: 0.0313324 | Time: 1626.65 ms [2021-12-27 19:46:08 main:574] : INFO : Epoch 1643 | loss: 0.0309677 | val_loss: 0.0313849 | Time: 1602.68 ms [2021-12-27 19:46:10 main:574] : INFO : Epoch 1644 | loss: 0.0309587 | val_loss: 0.0313204 | Time: 1602.07 ms [2021-12-27 19:46:12 main:574] : INFO : Epoch 1645 | loss: 0.0309652 | val_loss: 0.0313637 | Time: 1605.28 ms [2021-12-27 19:46:13 main:574] : INFO : Epoch 1646 | loss: 0.0309607 | val_loss: 0.0313312 | Time: 1605.09 ms [2021-12-27 19:46:15 main:574] : INFO : Epoch 1647 | loss: 0.0309829 | val_loss: 0.031336 | Time: 1601.14 ms [2021-12-27 19:46:16 main:574] : INFO : Epoch 1648 | loss: 0.03097 | val_loss: 0.031357 | Time: 1626.07 ms [2021-12-27 19:46:18 main:574] : INFO : Epoch 1649 | loss: 0.0309696 | val_loss: 0.0313465 | Time: 1616.67 ms [2021-12-27 19:46:20 main:574] : INFO : Epoch 1650 | loss: 0.0309581 | val_loss: 0.0313538 | Time: 1618.94 ms [2021-12-27 19:46:21 main:574] : INFO : Epoch 1651 | loss: 0.0309598 | val_loss: 0.0313402 | Time: 1617.46 ms [2021-12-27 19:46:23 main:574] : INFO : Epoch 1652 | loss: 0.0309617 | val_loss: 0.031362 | Time: 1616.48 ms [2021-12-27 19:46:25 main:574] : INFO : Epoch 1653 | loss: 0.03096 | val_loss: 0.0313488 | Time: 1624.1 ms [2021-12-27 19:46:26 main:574] : INFO : Epoch 1654 | loss: 0.030957 | val_loss: 0.0313429 | Time: 1621.88 ms [2021-12-27 19:46:28 main:574] : INFO : Epoch 1655 | loss: 0.0309643 | val_loss: 0.0313201 | Time: 1624.9 ms [2021-12-27 19:46:29 main:574] : INFO : Epoch 1656 | loss: 0.0309587 | val_loss: 0.0313432 | Time: 1625.21 ms [2021-12-27 19:46:31 main:574] : INFO : Epoch 1657 | loss: 0.0309834 | val_loss: 0.0313482 | Time: 1661.17 ms [2021-12-27 19:46:33 main:574] : INFO : Epoch 1658 | loss: 0.0309644 | val_loss: 0.0313359 | Time: 1676.82 ms [2021-12-27 19:46:34 main:574] : INFO : Epoch 1659 | loss: 0.0309643 | val_loss: 0.031335 | Time: 1676.62 ms [2021-12-27 19:46:36 main:574] : INFO : Epoch 1660 | loss: 0.0309583 | val_loss: 0.031356 | Time: 1620.74 ms [2021-12-27 19:46:38 main:574] : INFO : Epoch 1661 | loss: 0.0309583 | val_loss: 0.0313117 | Time: 1606.79 ms [2021-12-27 19:46:39 main:574] : INFO : Epoch 1662 | loss: 0.0309622 | val_loss: 0.0313535 | Time: 1610.14 ms [2021-12-27 19:46:41 main:574] : INFO : Epoch 1663 | loss: 0.0309561 | val_loss: 0.0313643 | Time: 1609.4 ms [2021-12-27 19:46:43 main:574] : INFO : Epoch 1664 | loss: 0.0309582 | val_loss: 0.0313658 | Time: 1610.57 ms [2021-12-27 19:46:44 main:574] : INFO : Epoch 1665 | loss: 0.030955 | val_loss: 0.0313438 | Time: 1609.78 ms [2021-12-27 19:46:46 main:574] : INFO : Epoch 1666 | loss: 0.0309531 | val_loss: 0.0313259 | Time: 1604.05 ms [2021-12-27 19:46:47 main:574] : INFO : Epoch 1667 | loss: 0.0309604 | val_loss: 0.0313641 | Time: 1610.33 ms [2021-12-27 19:46:49 main:574] : INFO : Epoch 1668 | loss: 0.0309693 | val_loss: 0.0313688 | Time: 1620.22 ms [2021-12-27 19:46:51 main:574] : INFO : Epoch 1669 | loss: 0.0309644 | val_loss: 0.0313901 | Time: 1555.6 ms [2021-12-27 19:46:52 main:574] : INFO : Epoch 1670 | loss: 0.0309815 | val_loss: 0.031386 | Time: 1521.36 ms [2021-12-27 19:46:54 main:574] : INFO : Epoch 1671 | loss: 0.030978 | val_loss: 0.0313264 | Time: 1522.53 ms [2021-12-27 19:46:55 main:574] : INFO : Epoch 1672 | loss: 0.0309608 | val_loss: 0.0313444 | Time: 1578.92 ms [2021-12-27 19:46:57 main:574] : INFO : Epoch 1673 | loss: 0.0309577 | val_loss: 0.0313439 | Time: 1623.34 ms [2021-12-27 19:46:58 main:574] : INFO : Epoch 1674 | loss: 0.0309551 | val_loss: 0.031341 | Time: 1610.83 ms [2021-12-27 19:47:00 main:574] : INFO : Epoch 1675 | loss: 0.0309658 | val_loss: 0.0313649 | Time: 1602.44 ms [2021-12-27 19:47:02 main:574] : INFO : Epoch 1676 | loss: 0.030967 | val_loss: 0.0313419 | Time: 1613.31 ms [2021-12-27 19:47:03 main:574] : INFO : Epoch 1677 | loss: 0.0309611 | val_loss: 0.0313603 | Time: 1606.2 ms [2021-12-27 19:47:05 main:574] : INFO : Epoch 1678 | loss: 0.0309606 | val_loss: 0.0313674 | Time: 1607.79 ms [2021-12-27 19:47:06 main:574] : INFO : Epoch 1679 | loss: 0.0309576 | val_loss: 0.0313688 | Time: 1608.37 ms [2021-12-27 19:47:08 main:574] : INFO : Epoch 1680 | loss: 0.0309742 | val_loss: 0.0313619 | Time: 1604.69 ms [2021-12-27 19:47:10 main:574] : INFO : Epoch 1681 | loss: 0.0309725 | val_loss: 0.0313159 | Time: 1601.28 ms [2021-12-27 19:47:11 main:574] : INFO : Epoch 1682 | loss: 0.0309576 | val_loss: 0.0313833 | Time: 1600.97 ms [2021-12-27 19:47:13 main:574] : INFO : Epoch 1683 | loss: 0.030968 | val_loss: 0.0313722 | Time: 1607.57 ms [2021-12-27 19:47:15 main:574] : INFO : Epoch 1684 | loss: 0.0309576 | val_loss: 0.0313398 | Time: 1606.05 ms [2021-12-27 19:47:16 main:574] : INFO : Epoch 1685 | loss: 0.0309558 | val_loss: 0.0313555 | Time: 1603.06 ms [2021-12-27 19:47:18 main:574] : INFO : Epoch 1686 | loss: 0.0309567 | val_loss: 0.0313534 | Time: 1604.78 ms [2021-12-27 19:47:19 main:574] : INFO : Epoch 1687 | loss: 0.0309661 | val_loss: 0.0313735 | Time: 1603.11 ms [2021-12-27 19:47:21 main:574] : INFO : Epoch 1688 | loss: 0.0309645 | val_loss: 0.0313633 | Time: 1606.19 ms [2021-12-27 19:47:23 main:574] : INFO : Epoch 1689 | loss: 0.0309611 | val_loss: 0.0313546 | Time: 1607.26 ms [2021-12-27 19:47:24 main:574] : INFO : Epoch 1690 | loss: 0.0309612 | val_loss: 0.0313344 | Time: 1607.45 ms [2021-12-27 19:47:26 main:574] : INFO : Epoch 1691 | loss: 0.0309575 | val_loss: 0.0313829 | Time: 1602.17 ms [2021-12-27 19:47:27 main:574] : INFO : Epoch 1692 | loss: 0.0309546 | val_loss: 0.0313263 | Time: 1600.5 ms [2021-12-27 19:47:29 main:574] : INFO : Epoch 1693 | loss: 0.030954 | val_loss: 0.0313535 | Time: 1604.9 ms [2021-12-27 19:47:31 main:574] : INFO : Epoch 1694 | loss: 0.0309462 | val_loss: 0.0313596 | Time: 1612.11 ms [2021-12-27 19:47:32 main:574] : INFO : Epoch 1695 | loss: 0.0309562 | val_loss: 0.0313327 | Time: 1603.09 ms [2021-12-27 19:47:34 main:574] : INFO : Epoch 1696 | loss: 0.030962 | val_loss: 0.0313637 | Time: 1605.02 ms [2021-12-27 19:47:35 main:574] : INFO : Epoch 1697 | loss: 0.0309698 | val_loss: 0.0313185 | Time: 1607.7 ms [2021-12-27 19:47:37 main:574] : INFO : Epoch 1698 | loss: 0.0309659 | val_loss: 0.0313588 | Time: 1606.57 ms [2021-12-27 19:47:39 main:574] : INFO : Epoch 1699 | loss: 0.0309642 | val_loss: 0.0313703 | Time: 1603.71 ms [2021-12-27 19:47:40 main:574] : INFO : Epoch 1700 | loss: 0.030966 | val_loss: 0.0313332 | Time: 1606.49 ms [2021-12-27 19:47:42 main:574] : INFO : Epoch 1701 | loss: 0.0309618 | val_loss: 0.0313215 | Time: 1608.17 ms [2021-12-27 19:47:43 main:574] : INFO : Epoch 1702 | loss: 0.0309588 | val_loss: 0.0313431 | Time: 1598.85 ms [2021-12-27 19:47:45 main:574] : INFO : Epoch 1703 | loss: 0.0309559 | val_loss: 0.0313303 | Time: 1597.84 ms [2021-12-27 19:47:47 main:574] : INFO : Epoch 1704 | loss: 0.0309545 | val_loss: 0.031346 | Time: 1598 ms [2021-12-27 19:47:48 main:574] : INFO : Epoch 1705 | loss: 0.0309592 | val_loss: 0.0313598 | Time: 1607.12 ms [2021-12-27 19:47:50 main:574] : INFO : Epoch 1706 | loss: 0.0309609 | val_loss: 0.0313778 | Time: 1606.33 ms [2021-12-27 19:47:52 main:574] : INFO : Epoch 1707 | loss: 0.0309637 | val_loss: 0.0313735 | Time: 1607.9 ms [2021-12-27 19:47:53 main:574] : INFO : Epoch 1708 | loss: 0.0309526 | val_loss: 0.0313904 | Time: 1608.39 ms [2021-12-27 19:47:55 main:574] : INFO : Epoch 1709 | loss: 0.0309565 | val_loss: 0.0313557 | Time: 1605.34 ms [2021-12-27 19:47:56 main:574] : INFO : Epoch 1710 | loss: 0.0309675 | val_loss: 0.0313561 | Time: 1599.8 ms [2021-12-27 19:47:58 main:574] : INFO : Epoch 1711 | loss: 0.0309655 | val_loss: 0.0313255 | Time: 1607.22 ms [2021-12-27 19:48:00 main:574] : INFO : Epoch 1712 | loss: 0.0309783 | val_loss: 0.0313412 | Time: 1601.39 ms [2021-12-27 19:48:01 main:574] : INFO : Epoch 1713 | loss: 0.0309533 | val_loss: 0.0313185 | Time: 1602.41 ms [2021-12-27 19:48:03 main:574] : INFO : Epoch 1714 | loss: 0.0309467 | val_loss: 0.0313542 | Time: 1609.37 ms [2021-12-27 19:48:04 main:574] : INFO : Epoch 1715 | loss: 0.0309593 | val_loss: 0.0313758 | Time: 1607.45 ms [2021-12-27 19:48:06 main:574] : INFO : Epoch 1716 | loss: 0.0309649 | val_loss: 0.031336 | Time: 1614.91 ms [2021-12-27 19:48:08 main:574] : INFO : Epoch 1717 | loss: 0.0309628 | val_loss: 0.0313569 | Time: 1601.06 ms [2021-12-27 19:48:09 main:574] : INFO : Epoch 1718 | loss: 0.0309587 | val_loss: 0.0313405 | Time: 1602.11 ms [2021-12-27 19:48:11 main:574] : INFO : Epoch 1719 | loss: 0.0309569 | val_loss: 0.0313476 | Time: 1610.87 ms [2021-12-27 19:48:12 main:574] : INFO : Epoch 1720 | loss: 0.0309524 | val_loss: 0.0313856 | Time: 1604.95 ms [2021-12-27 19:48:14 main:574] : INFO : Epoch 1721 | loss: 0.0309593 | val_loss: 0.0313457 | Time: 1601.6 ms [2021-12-27 19:48:16 main:574] : INFO : Epoch 1722 | loss: 0.0309676 | val_loss: 0.0313429 | Time: 1600.58 ms [2021-12-27 19:48:17 main:574] : INFO : Epoch 1723 | loss: 0.0309662 | val_loss: 0.031334 | Time: 1601.52 ms [2021-12-27 19:48:19 main:574] : INFO : Epoch 1724 | loss: 0.030956 | val_loss: 0.0313612 | Time: 1598.46 ms [2021-12-27 19:48:20 main:574] : INFO : Epoch 1725 | loss: 0.0309588 | val_loss: 0.0313254 | Time: 1603.61 ms [2021-12-27 19:48:22 main:574] : INFO : Epoch 1726 | loss: 0.0309578 | val_loss: 0.0313392 | Time: 1605.55 ms [2021-12-27 19:48:24 main:574] : INFO : Epoch 1727 | loss: 0.0309682 | val_loss: 0.0313783 | Time: 1600.81 ms [2021-12-27 19:48:25 main:574] : INFO : Epoch 1728 | loss: 0.0309644 | val_loss: 0.0313316 | Time: 1606.56 ms [2021-12-27 19:48:27 main:574] : INFO : Epoch 1729 | loss: 0.0309626 | val_loss: 0.031391 | Time: 1606.04 ms [2021-12-27 19:48:28 main:574] : INFO : Epoch 1730 | loss: 0.0309667 | val_loss: 0.0313403 | Time: 1602.36 ms [2021-12-27 19:48:30 main:574] : INFO : Epoch 1731 | loss: 0.0309587 | val_loss: 0.0313983 | Time: 1603.31 ms [2021-12-27 19:48:32 main:574] : INFO : Epoch 1732 | loss: 0.030959 | val_loss: 0.031362 | Time: 1606.25 ms [2021-12-27 19:48:33 main:574] : INFO : Epoch 1733 | loss: 0.0309512 | val_loss: 0.0313535 | Time: 1609.49 ms [2021-12-27 19:48:35 main:574] : INFO : Epoch 1734 | loss: 0.0309678 | val_loss: 0.0313542 | Time: 1612.81 ms [2021-12-27 19:48:37 main:574] : INFO : Epoch 1735 | loss: 0.0309602 | val_loss: 0.0313106 | Time: 1603.87 ms [2021-12-27 19:48:38 main:574] : INFO : Epoch 1736 | loss: 0.0309628 | val_loss: 0.0313204 | Time: 1609.07 ms [2021-12-27 19:48:40 main:574] : INFO : Epoch 1737 | loss: 0.0309657 | val_loss: 0.0313507 | Time: 1607.87 ms [2021-12-27 19:48:41 main:574] : INFO : Epoch 1738 | loss: 0.0309598 | val_loss: 0.0313287 | Time: 1602.55 ms [2021-12-27 19:48:43 main:574] : INFO : Epoch 1739 | loss: 0.0309628 | val_loss: 0.0313785 | Time: 1599.05 ms [2021-12-27 19:48:45 main:574] : INFO : Epoch 1740 | loss: 0.0309609 | val_loss: 0.0313572 | Time: 1605.72 ms [2021-12-27 19:48:46 main:574] : INFO : Epoch 1741 | loss: 0.0309673 | val_loss: 0.0314025 | Time: 1608.8 ms [2021-12-27 19:48:48 main:574] : INFO : Epoch 1742 | loss: 0.0309652 | val_loss: 0.031323 | Time: 1615.89 ms [2021-12-27 19:48:49 main:574] : INFO : Epoch 1743 | loss: 0.0309707 | val_loss: 0.0313911 | Time: 1581.1 ms [2021-12-27 19:48:51 main:574] : INFO : Epoch 1744 | loss: 0.0309586 | val_loss: 0.0313503 | Time: 1518.66 ms [2021-12-27 19:48:52 main:574] : INFO : Epoch 1745 | loss: 0.0309606 | val_loss: 0.0313379 | Time: 1518.31 ms [2021-12-27 19:48:54 main:574] : INFO : Epoch 1746 | loss: 0.0309623 | val_loss: 0.0313505 | Time: 1519.19 ms [2021-12-27 19:48:55 main:574] : INFO : Epoch 1747 | loss: 0.0309518 | val_loss: 0.0313294 | Time: 1516.76 ms [2021-12-27 19:48:57 main:574] : INFO : Epoch 1748 | loss: 0.0309633 | val_loss: 0.0313234 | Time: 1517.82 ms [2021-12-27 19:48:58 main:574] : INFO : Epoch 1749 | loss: 0.0309542 | val_loss: 0.0313409 | Time: 1521.81 ms [2021-12-27 19:49:00 main:574] : INFO : Epoch 1750 | loss: 0.0309503 | val_loss: 0.0313707 | Time: 1524.53 ms [2021-12-27 19:49:02 main:574] : INFO : Epoch 1751 | loss: 0.0309722 | val_loss: 0.0313225 | Time: 1519.99 ms [2021-12-27 19:49:03 main:574] : INFO : Epoch 1752 | loss: 0.0309656 | val_loss: 0.0313478 | Time: 1524.96 ms [2021-12-27 19:49:05 main:574] : INFO : Epoch 1753 | loss: 0.0309596 | val_loss: 0.0313506 | Time: 1557.46 ms [2021-12-27 19:49:06 main:574] : INFO : Epoch 1754 | loss: 0.0309757 | val_loss: 0.0313414 | Time: 1521.65 ms [2021-12-27 19:49:08 main:574] : INFO : Epoch 1755 | loss: 0.0309657 | val_loss: 0.0313725 | Time: 1519.26 ms [2021-12-27 19:49:09 main:574] : INFO : Epoch 1756 | loss: 0.030959 | val_loss: 0.031372 | Time: 1518.48 ms [2021-12-27 19:49:11 main:574] : INFO : Epoch 1757 | loss: 0.0309622 | val_loss: 0.0313794 | Time: 1521.67 ms [2021-12-27 19:49:12 main:574] : INFO : Epoch 1758 | loss: 0.0309646 | val_loss: 0.0313119 | Time: 1522.21 ms [2021-12-27 19:49:14 main:574] : INFO : Epoch 1759 | loss: 0.0309661 | val_loss: 0.0313345 | Time: 1518.57 ms [2021-12-27 19:49:15 main:574] : INFO : Epoch 1760 | loss: 0.0309609 | val_loss: 0.0313779 | Time: 1519.98 ms [2021-12-27 19:49:17 main:574] : INFO : Epoch 1761 | loss: 0.0309624 | val_loss: 0.0313498 | Time: 1517.83 ms [2021-12-27 19:49:18 main:574] : INFO : Epoch 1762 | loss: 0.0309619 | val_loss: 0.0313232 | Time: 1519.6 ms [2021-12-27 19:49:20 main:574] : INFO : Epoch 1763 | loss: 0.0309546 | val_loss: 0.0313591 | Time: 1516.13 ms [2021-12-27 19:49:21 main:574] : INFO : Epoch 1764 | loss: 0.0309543 | val_loss: 0.0313489 | Time: 1513.85 ms [2021-12-27 19:49:23 main:574] : INFO : Epoch 1765 | loss: 0.030966 | val_loss: 0.0313495 | Time: 1520.5 ms [2021-12-27 19:49:24 main:574] : INFO : Epoch 1766 | loss: 0.0309719 | val_loss: 0.0313556 | Time: 1519.73 ms [2021-12-27 19:49:26 main:574] : INFO : Epoch 1767 | loss: 0.0309662 | val_loss: 0.0313611 | Time: 1519.14 ms [2021-12-27 19:49:27 main:574] : INFO : Epoch 1768 | loss: 0.0309615 | val_loss: 0.0313388 | Time: 1519.02 ms [2021-12-27 19:49:29 main:574] : INFO : Epoch 1769 | loss: 0.0309516 | val_loss: 0.0313686 | Time: 1516.5 ms [2021-12-27 19:49:31 main:574] : INFO : Epoch 1770 | loss: 0.030952 | val_loss: 0.0313297 | Time: 1516.39 ms [2021-12-27 19:49:32 main:574] : INFO : Epoch 1771 | loss: 0.0309704 | val_loss: 0.0313242 | Time: 1518.16 ms [2021-12-27 19:49:34 main:574] : INFO : Epoch 1772 | loss: 0.0309689 | val_loss: 0.0313676 | Time: 1520.61 ms [2021-12-27 19:49:35 main:574] : INFO : Epoch 1773 | loss: 0.0309521 | val_loss: 0.0313549 | Time: 1522.62 ms [2021-12-27 19:49:37 main:574] : INFO : Epoch 1774 | loss: 0.0309452 | val_loss: 0.0313507 | Time: 1516.31 ms [2021-12-27 19:49:38 main:574] : INFO : Epoch 1775 | loss: 0.0309583 | val_loss: 0.0313513 | Time: 1562.28 ms [2021-12-27 19:49:40 main:574] : INFO : Epoch 1776 | loss: 0.0309636 | val_loss: 0.0313654 | Time: 1529.38 ms [2021-12-27 19:49:41 main:574] : INFO : Epoch 1777 | loss: 0.0309623 | val_loss: 0.0313556 | Time: 1550.14 ms [2021-12-27 19:49:43 main:574] : INFO : Epoch 1778 | loss: 0.0309682 | val_loss: 0.031348 | Time: 1520.01 ms [2021-12-27 19:49:44 main:574] : INFO : Epoch 1779 | loss: 0.0309675 | val_loss: 0.0313684 | Time: 1531.36 ms [2021-12-27 19:49:46 main:574] : INFO : Epoch 1780 | loss: 0.0309526 | val_loss: 0.031354 | Time: 1534.05 ms [2021-12-27 19:49:47 main:574] : INFO : Epoch 1781 | loss: 0.0309621 | val_loss: 0.0313519 | Time: 1531.03 ms [2021-12-27 19:49:49 main:574] : INFO : Epoch 1782 | loss: 0.0309687 | val_loss: 0.0313878 | Time: 1533.68 ms [2021-12-27 19:49:50 main:574] : INFO : Epoch 1783 | loss: 0.0309733 | val_loss: 0.0313063 | Time: 1527.32 ms [2021-12-27 19:49:52 main:574] : INFO : Epoch 1784 | loss: 0.030968 | val_loss: 0.0313393 | Time: 1523.85 ms [2021-12-27 19:49:53 main:574] : INFO : Epoch 1785 | loss: 0.0309585 | val_loss: 0.0313378 | Time: 1516.84 ms [2021-12-27 19:49:55 main:574] : INFO : Epoch 1786 | loss: 0.0309565 | val_loss: 0.0313653 | Time: 1525.94 ms [2021-12-27 19:49:57 main:574] : INFO : Epoch 1787 | loss: 0.0309643 | val_loss: 0.0313334 | Time: 1520.61 ms [2021-12-27 19:49:58 main:574] : INFO : Epoch 1788 | loss: 0.0309653 | val_loss: 0.0313392 | Time: 1522.42 ms [2021-12-27 19:50:00 main:574] : INFO : Epoch 1789 | loss: 0.0309678 | val_loss: 0.0313586 | Time: 1519.59 ms [2021-12-27 19:50:01 main:574] : INFO : Epoch 1790 | loss: 0.0309631 | val_loss: 0.0313489 | Time: 1521.37 ms [2021-12-27 19:50:03 main:574] : INFO : Epoch 1791 | loss: 0.0309485 | val_loss: 0.0313504 | Time: 1518.5 ms [2021-12-27 19:50:04 main:574] : INFO : Epoch 1792 | loss: 0.0309487 | val_loss: 0.0313875 | Time: 1525.51 ms [2021-12-27 19:50:06 main:574] : INFO : Epoch 1793 | loss: 0.0309526 | val_loss: 0.0313469 | Time: 1517.71 ms [2021-12-27 19:50:07 main:574] : INFO : Epoch 1794 | loss: 0.0309702 | val_loss: 0.0314097 | Time: 1524.69 ms [2021-12-27 19:50:09 main:574] : INFO : Epoch 1795 | loss: 0.030976 | val_loss: 0.0313292 | Time: 1519.09 ms [2021-12-27 19:50:10 main:574] : INFO : Epoch 1796 | loss: 0.0309735 | val_loss: 0.031313 | Time: 1520.1 ms [2021-12-27 19:50:12 main:574] : INFO : Epoch 1797 | loss: 0.0309668 | val_loss: 0.0313444 | Time: 1518.29 ms [2021-12-27 19:50:13 main:574] : INFO : Epoch 1798 | loss: 0.0309669 | val_loss: 0.031338 | Time: 1520.08 ms [2021-12-27 19:50:15 main:574] : INFO : Epoch 1799 | loss: 0.0309588 | val_loss: 0.031366 | Time: 1516.95 ms [2021-12-27 19:50:16 main:574] : INFO : Epoch 1800 | loss: 0.0309638 | val_loss: 0.0313319 | Time: 1516.75 ms [2021-12-27 19:50:18 main:574] : INFO : Epoch 1801 | loss: 0.0309577 | val_loss: 0.0313255 | Time: 1515.95 ms [2021-12-27 19:50:19 main:574] : INFO : Epoch 1802 | loss: 0.0309587 | val_loss: 0.0313725 | Time: 1522.59 ms [2021-12-27 19:50:21 main:574] : INFO : Epoch 1803 | loss: 0.030957 | val_loss: 0.0313225 | Time: 1521.43 ms [2021-12-27 19:50:22 main:574] : INFO : Epoch 1804 | loss: 0.0309648 | val_loss: 0.0313434 | Time: 1519.49 ms [2021-12-27 19:50:24 main:574] : INFO : Epoch 1805 | loss: 0.0309723 | val_loss: 0.0313002 | Time: 1526.32 ms [2021-12-27 19:50:25 main:574] : INFO : Epoch 1806 | loss: 0.0309624 | val_loss: 0.031349 | Time: 1526.74 ms [2021-12-27 19:50:27 main:574] : INFO : Epoch 1807 | loss: 0.0309547 | val_loss: 0.0313601 | Time: 1518.05 ms [2021-12-27 19:50:29 main:574] : INFO : Epoch 1808 | loss: 0.0309491 | val_loss: 0.0313478 | Time: 1555.89 ms [2021-12-27 19:50:30 main:574] : INFO : Epoch 1809 | loss: 0.0309614 | val_loss: 0.0314119 | Time: 1540.96 ms [2021-12-27 19:50:32 main:574] : INFO : Epoch 1810 | loss: 0.0309786 | val_loss: 0.0314074 | Time: 1541.1 ms [2021-12-27 19:50:33 main:574] : INFO : Epoch 1811 | loss: 0.0309582 | val_loss: 0.0313238 | Time: 1551.67 ms [2021-12-27 19:50:35 main:574] : INFO : Epoch 1812 | loss: 0.0309688 | val_loss: 0.0313579 | Time: 1536.73 ms [2021-12-27 19:50:36 main:574] : INFO : Epoch 1813 | loss: 0.0309542 | val_loss: 0.0313578 | Time: 1526.47 ms [2021-12-27 19:50:38 main:574] : INFO : Epoch 1814 | loss: 0.030962 | val_loss: 0.0313628 | Time: 1545.48 ms [2021-12-27 19:50:39 main:574] : INFO : Epoch 1815 | loss: 0.0309932 | val_loss: 0.031335 | Time: 1527.08 ms [2021-12-27 19:50:41 main:574] : INFO : Epoch 1816 | loss: 0.0309925 | val_loss: 0.0312713 | Time: 1521.76 ms [2021-12-27 19:50:42 main:574] : INFO : Epoch 1817 | loss: 0.0309742 | val_loss: 0.0313382 | Time: 1521.56 ms [2021-12-27 19:50:44 main:574] : INFO : Epoch 1818 | loss: 0.0309527 | val_loss: 0.031359 | Time: 1517.41 ms [2021-12-27 19:50:45 main:574] : INFO : Epoch 1819 | loss: 0.0309603 | val_loss: 0.0313452 | Time: 1518.17 ms [2021-12-27 19:50:47 main:574] : INFO : Epoch 1820 | loss: 0.030966 | val_loss: 0.0313571 | Time: 1521.11 ms [2021-12-27 19:50:48 main:574] : INFO : Epoch 1821 | loss: 0.0309658 | val_loss: 0.0314003 | Time: 1523.92 ms [2021-12-27 19:50:50 main:574] : INFO : Epoch 1822 | loss: 0.0309654 | val_loss: 0.0313161 | Time: 1521.04 ms [2021-12-27 19:50:52 main:574] : INFO : Epoch 1823 | loss: 0.0309731 | val_loss: 0.0313793 | Time: 1519.51 ms [2021-12-27 19:50:53 main:574] : INFO : Epoch 1824 | loss: 0.0309689 | val_loss: 0.0313616 | Time: 1517.31 ms [2021-12-27 19:50:55 main:574] : INFO : Epoch 1825 | loss: 0.0309579 | val_loss: 0.0313531 | Time: 1516.91 ms [2021-12-27 19:50:56 main:574] : INFO : Epoch 1826 | loss: 0.0309594 | val_loss: 0.0313074 | Time: 1518.86 ms [2021-12-27 19:50:58 main:574] : INFO : Epoch 1827 | loss: 0.0309595 | val_loss: 0.0313539 | Time: 1517.88 ms [2021-12-27 19:50:59 main:574] : INFO : Epoch 1828 | loss: 0.0309555 | val_loss: 0.0313619 | Time: 1521.2 ms [2021-12-27 19:51:01 main:574] : INFO : Epoch 1829 | loss: 0.0309597 | val_loss: 0.0313368 | Time: 1515.56 ms [2021-12-27 19:51:02 main:574] : INFO : Epoch 1830 | loss: 0.0309609 | val_loss: 0.0313388 | Time: 1524.96 ms [2021-12-27 19:51:04 main:574] : INFO : Epoch 1831 | loss: 0.0309605 | val_loss: 0.0313348 | Time: 1516.81 ms [2021-12-27 19:51:05 main:574] : INFO : Epoch 1832 | loss: 0.0309589 | val_loss: 0.0313693 | Time: 1520.38 ms [2021-12-27 19:51:07 main:574] : INFO : Epoch 1833 | loss: 0.0309625 | val_loss: 0.0313705 | Time: 1517.93 ms [2021-12-27 19:51:08 main:574] : INFO : Epoch 1834 | loss: 0.0309572 | val_loss: 0.0313674 | Time: 1519.9 ms [2021-12-27 19:51:10 main:574] : INFO : Epoch 1835 | loss: 0.0309627 | val_loss: 0.0313098 | Time: 1520.94 ms [2021-12-27 19:51:11 main:574] : INFO : Epoch 1836 | loss: 0.0309625 | val_loss: 0.0313607 | Time: 1523.19 ms [2021-12-27 19:51:13 main:574] : INFO : Epoch 1837 | loss: 0.0309579 | val_loss: 0.03134 | Time: 1521.44 ms [2021-12-27 19:51:14 main:574] : INFO : Epoch 1838 | loss: 0.0309541 | val_loss: 0.0313781 | Time: 1517.89 ms [2021-12-27 19:51:16 main:574] : INFO : Epoch 1839 | loss: 0.0309632 | val_loss: 0.0313298 | Time: 1519.01 ms [2021-12-27 19:51:17 main:574] : INFO : Epoch 1840 | loss: 0.0309592 | val_loss: 0.0313581 | Time: 1518.16 ms [2021-12-27 19:51:19 main:574] : INFO : Epoch 1841 | loss: 0.0309599 | val_loss: 0.0313718 | Time: 1518.01 ms [2021-12-27 19:51:20 main:574] : INFO : Epoch 1842 | loss: 0.0309457 | val_loss: 0.031328 | Time: 1523.06 ms [2021-12-27 19:51:22 main:574] : INFO : Epoch 1843 | loss: 0.0309657 | val_loss: 0.0313526 | Time: 1519.3 ms [2021-12-27 19:51:24 main:574] : INFO : Epoch 1844 | loss: 0.0309649 | val_loss: 0.0313554 | Time: 1524.05 ms [2021-12-27 19:51:25 main:574] : INFO : Epoch 1845 | loss: 0.0309803 | val_loss: 0.0313873 | Time: 1524.5 ms [2021-12-27 19:51:27 main:574] : INFO : Epoch 1846 | loss: 0.030974 | val_loss: 0.0313125 | Time: 1516.11 ms [2021-12-27 19:51:28 main:574] : INFO : Epoch 1847 | loss: 0.0309543 | val_loss: 0.0313481 | Time: 1520.49 ms [2021-12-27 19:51:30 main:574] : INFO : Epoch 1848 | loss: 0.0309552 | val_loss: 0.0313246 | Time: 1513.27 ms [2021-12-27 19:51:31 main:574] : INFO : Epoch 1849 | loss: 0.0309542 | val_loss: 0.0313614 | Time: 1517.94 ms [2021-12-27 19:51:33 main:574] : INFO : Epoch 1850 | loss: 0.0309557 | val_loss: 0.0313381 | Time: 1520.08 ms [2021-12-27 19:51:34 main:574] : INFO : Epoch 1851 | loss: 0.0309669 | val_loss: 0.0313289 | Time: 1516.51 ms [2021-12-27 19:51:36 main:574] : INFO : Epoch 1852 | loss: 0.0309621 | val_loss: 0.0313601 | Time: 1508.36 ms [2021-12-27 19:51:37 main:574] : INFO : Epoch 1853 | loss: 0.0309654 | val_loss: 0.0313593 | Time: 1515.12 ms [2021-12-27 19:51:39 main:574] : INFO : Epoch 1854 | loss: 0.0309587 | val_loss: 0.0313501 | Time: 1519.69 ms [2021-12-27 19:51:40 main:574] : INFO : Epoch 1855 | loss: 0.0309691 | val_loss: 0.0313369 | Time: 1601.6 ms [2021-12-27 19:51:42 main:574] : INFO : Epoch 1856 | loss: 0.0309739 | val_loss: 0.0313282 | Time: 1571.72 ms [2021-12-27 19:51:43 main:574] : INFO : Epoch 1857 | loss: 0.0309705 | val_loss: 0.0313252 | Time: 1542.1 ms [2021-12-27 19:51:45 main:574] : INFO : Epoch 1858 | loss: 0.0309667 | val_loss: 0.0313342 | Time: 1529.72 ms [2021-12-27 19:51:47 main:574] : INFO : Epoch 1859 | loss: 0.0309555 | val_loss: 0.0313508 | Time: 1542.99 ms [2021-12-27 19:51:48 main:574] : INFO : Epoch 1860 | loss: 0.0309612 | val_loss: 0.0313729 | Time: 1554.6 ms [2021-12-27 19:51:50 main:574] : INFO : Epoch 1861 | loss: 0.0309585 | val_loss: 0.031369 | Time: 1529.95 ms [2021-12-27 19:51:51 main:574] : INFO : Epoch 1862 | loss: 0.0309614 | val_loss: 0.0313655 | Time: 1530.09 ms [2021-12-27 19:51:53 main:574] : INFO : Epoch 1863 | loss: 0.0309602 | val_loss: 0.0313584 | Time: 1527.78 ms [2021-12-27 19:51:54 main:574] : INFO : Epoch 1864 | loss: 0.0309617 | val_loss: 0.0313156 | Time: 1527.3 ms [2021-12-27 19:51:56 main:574] : INFO : Epoch 1865 | loss: 0.0309581 | val_loss: 0.0313701 | Time: 1531.94 ms [2021-12-27 19:51:57 main:574] : INFO : Epoch 1866 | loss: 0.0309662 | val_loss: 0.0313689 | Time: 1523.01 ms [2021-12-27 19:51:59 main:574] : INFO : Epoch 1867 | loss: 0.0309612 | val_loss: 0.0313485 | Time: 1542.06 ms [2021-12-27 19:52:00 main:574] : INFO : Epoch 1868 | loss: 0.0309595 | val_loss: 0.031337 | Time: 1558.13 ms [2021-12-27 19:52:02 main:574] : INFO : Epoch 1869 | loss: 0.0309569 | val_loss: 0.031319 | Time: 1555.43 ms [2021-12-27 19:52:03 main:574] : INFO : Epoch 1870 | loss: 0.0309611 | val_loss: 0.0313418 | Time: 1525.7 ms [2021-12-27 19:52:05 main:574] : INFO : Epoch 1871 | loss: 0.0309625 | val_loss: 0.0313406 | Time: 1522.17 ms [2021-12-27 19:52:06 main:574] : INFO : Epoch 1872 | loss: 0.0309609 | val_loss: 0.0313535 | Time: 1518.72 ms [2021-12-27 19:52:08 main:574] : INFO : Epoch 1873 | loss: 0.0309531 | val_loss: 0.0313114 | Time: 1520.11 ms [2021-12-27 19:52:10 main:574] : INFO : Epoch 1874 | loss: 0.0309607 | val_loss: 0.0313549 | Time: 1522.21 ms [2021-12-27 19:52:11 main:574] : INFO : Epoch 1875 | loss: 0.0309717 | val_loss: 0.0313556 | Time: 1522.69 ms [2021-12-27 19:52:13 main:574] : INFO : Epoch 1876 | loss: 0.0309692 | val_loss: 0.0313665 | Time: 1520.55 ms [2021-12-27 19:52:14 main:574] : INFO : Epoch 1877 | loss: 0.0309568 | val_loss: 0.0313281 | Time: 1514.8 ms [2021-12-27 19:52:16 main:574] : INFO : Epoch 1878 | loss: 0.0309518 | val_loss: 0.0313401 | Time: 1517.44 ms [2021-12-27 19:52:17 main:574] : INFO : Epoch 1879 | loss: 0.0309657 | val_loss: 0.0313408 | Time: 1517.43 ms [2021-12-27 19:52:19 main:574] : INFO : Epoch 1880 | loss: 0.0309548 | val_loss: 0.0313465 | Time: 1517.87 ms [2021-12-27 19:52:20 main:574] : INFO : Epoch 1881 | loss: 0.0309564 | val_loss: 0.031351 | Time: 1521.66 ms [2021-12-27 19:52:22 main:574] : INFO : Epoch 1882 | loss: 0.0309645 | val_loss: 0.0313625 | Time: 1518.4 ms [2021-12-27 19:52:23 main:574] : INFO : Epoch 1883 | loss: 0.0309498 | val_loss: 0.0313428 | Time: 1520.94 ms [2021-12-27 19:52:25 main:574] : INFO : Epoch 1884 | loss: 0.0309547 | val_loss: 0.0313002 | Time: 1514.48 ms [2021-12-27 19:52:26 main:574] : INFO : Epoch 1885 | loss: 0.030969 | val_loss: 0.0313606 | Time: 1516.46 ms [2021-12-27 19:52:28 main:574] : INFO : Epoch 1886 | loss: 0.0309596 | val_loss: 0.0313545 | Time: 1515.04 ms [2021-12-27 19:52:29 main:574] : INFO : Epoch 1887 | loss: 0.0309522 | val_loss: 0.0313414 | Time: 1516.65 ms [2021-12-27 19:52:31 main:574] : INFO : Epoch 1888 | loss: 0.030959 | val_loss: 0.0313223 | Time: 1520.98 ms [2021-12-27 19:52:32 main:574] : INFO : Epoch 1889 | loss: 0.0309661 | val_loss: 0.0313524 | Time: 1521.41 ms [2021-12-27 19:52:34 main:574] : INFO : Epoch 1890 | loss: 0.0309636 | val_loss: 0.0313231 | Time: 1519 ms [2021-12-27 19:52:35 main:574] : INFO : Epoch 1891 | loss: 0.0309585 | val_loss: 0.0313744 | Time: 1519.49 ms [2021-12-27 19:52:37 main:574] : INFO : Epoch 1892 | loss: 0.0309505 | val_loss: 0.0313759 | Time: 1524.46 ms [2021-12-27 19:52:38 main:574] : INFO : Epoch 1893 | loss: 0.0309526 | val_loss: 0.0313476 | Time: 1523.22 ms [2021-12-27 19:52:40 main:574] : INFO : Epoch 1894 | loss: 0.0309664 | val_loss: 0.0313363 | Time: 1518.03 ms [2021-12-27 19:52:41 main:574] : INFO : Epoch 1895 | loss: 0.0309612 | val_loss: 0.0313794 | Time: 1518.92 ms [2021-12-27 19:52:43 main:574] : INFO : Epoch 1896 | loss: 0.0309554 | val_loss: 0.0313917 | Time: 1523.56 ms [2021-12-27 19:52:45 main:574] : INFO : Epoch 1897 | loss: 0.0309601 | val_loss: 0.0313486 | Time: 1521.51 ms [2021-12-27 19:52:46 main:574] : INFO : Epoch 1898 | loss: 0.0309632 | val_loss: 0.0313999 | Time: 1520.73 ms [2021-12-27 19:52:48 main:574] : INFO : Epoch 1899 | loss: 0.0309655 | val_loss: 0.0313443 | Time: 1519.7 ms [2021-12-27 19:52:49 main:574] : INFO : Epoch 1900 | loss: 0.0309595 | val_loss: 0.0313732 | Time: 1516.69 ms [2021-12-27 19:52:51 main:574] : INFO : Epoch 1901 | loss: 0.0309648 | val_loss: 0.0313665 | Time: 1519.65 ms [2021-12-27 19:52:52 main:574] : INFO : Epoch 1902 | loss: 0.0309544 | val_loss: 0.0313841 | Time: 1520.4 ms [2021-12-27 19:52:54 main:574] : INFO : Epoch 1903 | loss: 0.0309626 | val_loss: 0.0313449 | Time: 1518.93 ms [2021-12-27 19:52:55 main:574] : INFO : Epoch 1904 | loss: 0.0309579 | val_loss: 0.0313879 | Time: 1519.68 ms [2021-12-27 19:52:57 main:574] : INFO : Epoch 1905 | loss: 0.0309558 | val_loss: 0.0313582 | Time: 1517.47 ms [2021-12-27 19:52:58 main:574] : INFO : Epoch 1906 | loss: 0.0309563 | val_loss: 0.0313611 | Time: 1520.41 ms [2021-12-27 19:53:00 main:574] : INFO : Epoch 1907 | loss: 0.0309628 | val_loss: 0.0313526 | Time: 1521.26 ms [2021-12-27 19:53:01 main:574] : INFO : Epoch 1908 | loss: 0.0309525 | val_loss: 0.0313807 | Time: 1515.3 ms [2021-12-27 19:53:03 main:574] : INFO : Epoch 1909 | loss: 0.0309591 | val_loss: 0.0313216 | Time: 1518.14 ms [2021-12-27 19:53:04 main:574] : INFO : Epoch 1910 | loss: 0.0309668 | val_loss: 0.0313712 | Time: 1518.81 ms [2021-12-27 19:53:06 main:574] : INFO : Epoch 1911 | loss: 0.030968 | val_loss: 0.0313007 | Time: 1515.98 ms [2021-12-27 19:53:07 main:574] : INFO : Epoch 1912 | loss: 0.03096 | val_loss: 0.0313727 | Time: 1517.72 ms [2021-12-27 19:53:09 main:574] : INFO : Epoch 1913 | loss: 0.0309571 | val_loss: 0.031362 | Time: 1520.65 ms [2021-12-27 19:53:10 main:574] : INFO : Epoch 1914 | loss: 0.0309497 | val_loss: 0.0313258 | Time: 1519.87 ms [2021-12-27 19:53:12 main:574] : INFO : Epoch 1915 | loss: 0.0309602 | val_loss: 0.0313509 | Time: 1519.38 ms [2021-12-27 19:53:13 main:574] : INFO : Epoch 1916 | loss: 0.0309569 | val_loss: 0.0313636 | Time: 1517.73 ms [2021-12-27 19:53:15 main:574] : INFO : Epoch 1917 | loss: 0.03095 | val_loss: 0.0313356 | Time: 1518.26 ms [2021-12-27 19:53:16 main:574] : INFO : Epoch 1918 | loss: 0.0309514 | val_loss: 0.0313765 | Time: 1516.77 ms [2021-12-27 19:53:18 main:574] : INFO : Epoch 1919 | loss: 0.0309465 | val_loss: 0.0313431 | Time: 1520.79 ms [2021-12-27 19:53:20 main:574] : INFO : Epoch 1920 | loss: 0.0309597 | val_loss: 0.0313506 | Time: 1519.54 ms [2021-12-27 19:53:21 main:574] : INFO : Epoch 1921 | loss: 0.0309524 | val_loss: 0.0313875 | Time: 1525.54 ms [2021-12-27 19:53:23 main:574] : INFO : Epoch 1922 | loss: 0.0309566 | val_loss: 0.0313656 | Time: 1531.07 ms [2021-12-27 19:53:24 main:574] : INFO : Epoch 1923 | loss: 0.0309599 | val_loss: 0.0313679 | Time: 1528.3 ms [2021-12-27 19:53:26 main:574] : INFO : Epoch 1924 | loss: 0.0309563 | val_loss: 0.0313427 | Time: 1521.09 ms [2021-12-27 19:53:27 main:574] : INFO : Epoch 1925 | loss: 0.0309535 | val_loss: 0.0313549 | Time: 1528.61 ms [2021-12-27 19:53:29 main:574] : INFO : Epoch 1926 | loss: 0.0309603 | val_loss: 0.0313379 | Time: 1528.15 ms [2021-12-27 19:53:30 main:574] : INFO : Epoch 1927 | loss: 0.0309601 | val_loss: 0.0313737 | Time: 1531.62 ms [2021-12-27 19:53:32 main:574] : INFO : Epoch 1928 | loss: 0.030966 | val_loss: 0.0313437 | Time: 1522.03 ms [2021-12-27 19:53:33 main:574] : INFO : Epoch 1929 | loss: 0.0309655 | val_loss: 0.0313393 | Time: 1518.08 ms [2021-12-27 19:53:35 main:574] : INFO : Epoch 1930 | loss: 0.0309713 | val_loss: 0.0313458 | Time: 1521.44 ms [2021-12-27 19:53:36 main:574] : INFO : Epoch 1931 | loss: 0.0309691 | val_loss: 0.0313584 | Time: 1515.47 ms [2021-12-27 19:53:38 main:574] : INFO : Epoch 1932 | loss: 0.0309838 | val_loss: 0.0313254 | Time: 1520.74 ms [2021-12-27 19:53:39 main:574] : INFO : Epoch 1933 | loss: 0.0309723 | val_loss: 0.0313053 | Time: 1517.56 ms [2021-12-27 19:53:41 main:574] : INFO : Epoch 1934 | loss: 0.0309635 | val_loss: 0.0313585 | Time: 1518.83 ms [2021-12-27 19:53:42 main:574] : INFO : Epoch 1935 | loss: 0.0309655 | val_loss: 0.0313328 | Time: 1518.97 ms [2021-12-27 19:53:44 main:574] : INFO : Epoch 1936 | loss: 0.0309593 | val_loss: 0.0313679 | Time: 1517.32 ms [2021-12-27 19:53:45 main:574] : INFO : Epoch 1937 | loss: 0.0309562 | val_loss: 0.0313624 | Time: 1518.99 ms [2021-12-27 19:53:47 main:574] : INFO : Epoch 1938 | loss: 0.0309575 | val_loss: 0.0313431 | Time: 1518.83 ms [2021-12-27 19:53:49 main:574] : INFO : Epoch 1939 | loss: 0.0309657 | val_loss: 0.031339 | Time: 1516.25 ms [2021-12-27 19:53:50 main:574] : INFO : Epoch 1940 | loss: 0.0309635 | val_loss: 0.0313613 | Time: 1515.56 ms [2021-12-27 19:53:52 main:574] : INFO : Epoch 1941 | loss: 0.0309595 | val_loss: 0.0313287 | Time: 1523.56 ms [2021-12-27 19:53:53 main:574] : INFO : Epoch 1942 | loss: 0.0309551 | val_loss: 0.0313606 | Time: 1601.83 ms [2021-12-27 19:53:55 main:574] : INFO : Epoch 1943 | loss: 0.0309525 | val_loss: 0.0313867 | Time: 1557.56 ms [2021-12-27 19:53:56 main:574] : INFO : Epoch 1944 | loss: 0.0309612 | val_loss: 0.0313452 | Time: 1582.67 ms [2021-12-27 19:53:58 main:574] : INFO : Epoch 1945 | loss: 0.0309614 | val_loss: 0.0313703 | Time: 1561.1 ms [2021-12-27 19:53:59 main:574] : INFO : Epoch 1946 | loss: 0.0309633 | val_loss: 0.0313221 | Time: 1540.6 ms [2021-12-27 19:54:01 main:574] : INFO : Epoch 1947 | loss: 0.0309595 | val_loss: 0.0313449 | Time: 1538.35 ms [2021-12-27 19:54:02 main:574] : INFO : Epoch 1948 | loss: 0.030961 | val_loss: 0.0313612 | Time: 1534.64 ms [2021-12-27 19:54:04 main:574] : INFO : Epoch 1949 | loss: 0.0309518 | val_loss: 0.0313627 | Time: 1535.08 ms [2021-12-27 19:54:06 main:574] : INFO : Epoch 1950 | loss: 0.0309561 | val_loss: 0.0313546 | Time: 1558.6 ms [2021-12-27 19:54:07 main:574] : INFO : Epoch 1951 | loss: 0.0309517 | val_loss: 0.0313587 | Time: 1534.77 ms [2021-12-27 19:54:09 main:574] : INFO : Epoch 1952 | loss: 0.0309524 | val_loss: 0.0313733 | Time: 1529.89 ms [2021-12-27 19:54:10 main:574] : INFO : Epoch 1953 | loss: 0.0309581 | val_loss: 0.0313325 | Time: 1527.82 ms [2021-12-27 19:54:12 main:574] : INFO : Epoch 1954 | loss: 0.0309675 | val_loss: 0.0313497 | Time: 1517.33 ms [2021-12-27 19:54:13 main:574] : INFO : Epoch 1955 | loss: 0.030967 | val_loss: 0.0313662 | Time: 1529.9 ms [2021-12-27 19:54:15 main:574] : INFO : Epoch 1956 | loss: 0.0309595 | val_loss: 0.0313625 | Time: 1566.93 ms [2021-12-27 19:54:16 main:574] : INFO : Epoch 1957 | loss: 0.0309601 | val_loss: 0.0313423 | Time: 1595.37 ms [2021-12-27 19:54:18 main:574] : INFO : Epoch 1958 | loss: 0.0309633 | val_loss: 0.0313543 | Time: 1521.85 ms [2021-12-27 19:54:19 main:574] : INFO : Epoch 1959 | loss: 0.0309731 | val_loss: 0.0313511 | Time: 1542.99 ms [2021-12-27 19:54:21 main:574] : INFO : Epoch 1960 | loss: 0.0309641 | val_loss: 0.0313856 | Time: 1520.22 ms [2021-12-27 19:54:23 main:574] : INFO : Epoch 1961 | loss: 0.0309557 | val_loss: 0.0313419 | Time: 1532.43 ms [2021-12-27 19:54:24 main:574] : INFO : Epoch 1962 | loss: 0.0309598 | val_loss: 0.031339 | Time: 1519.23 ms [2021-12-27 19:54:26 main:574] : INFO : Epoch 1963 | loss: 0.0309673 | val_loss: 0.0313562 | Time: 1528.63 ms [2021-12-27 19:54:27 main:574] : INFO : Epoch 1964 | loss: 0.0309578 | val_loss: 0.0313377 | Time: 1524.71 ms [2021-12-27 19:54:29 main:574] : INFO : Epoch 1965 | loss: 0.0309557 | val_loss: 0.0313299 | Time: 1519.44 ms [2021-12-27 19:54:30 main:574] : INFO : Epoch 1966 | loss: 0.0309697 | val_loss: 0.031338 | Time: 1532.47 ms [2021-12-27 19:54:32 main:574] : INFO : Epoch 1967 | loss: 0.0309664 | val_loss: 0.0313369 | Time: 1519.95 ms [2021-12-27 19:54:33 main:574] : INFO : Epoch 1968 | loss: 0.0309645 | val_loss: 0.0313242 | Time: 1518.8 ms [2021-12-27 19:54:35 main:574] : INFO : Epoch 1969 | loss: 0.0309655 | val_loss: 0.0313764 | Time: 1515.23 ms [2021-12-27 19:54:36 main:574] : INFO : Epoch 1970 | loss: 0.030959 | val_loss: 0.0313412 | Time: 1519.96 ms [2021-12-27 19:54:38 main:574] : INFO : Epoch 1971 | loss: 0.0309579 | val_loss: 0.0313158 | Time: 1519.64 ms [2021-12-27 19:54:39 main:574] : INFO : Epoch 1972 | loss: 0.0309508 | val_loss: 0.0314152 | Time: 1518.52 ms [2021-12-27 19:54:41 main:574] : INFO : Epoch 1973 | loss: 0.0309606 | val_loss: 0.0313388 | Time: 1516.65 ms [2021-12-27 19:54:42 main:574] : INFO : Epoch 1974 | loss: 0.030955 | val_loss: 0.0313502 | Time: 1519.29 ms [2021-12-27 19:54:44 main:574] : INFO : Epoch 1975 | loss: 0.0309609 | val_loss: 0.0313477 | Time: 1521.27 ms [2021-12-27 19:54:45 main:574] : INFO : Epoch 1976 | loss: 0.0309639 | val_loss: 0.03135 | Time: 1517.84 ms [2021-12-27 19:54:47 main:574] : INFO : Epoch 1977 | loss: 0.030963 | val_loss: 0.0313709 | Time: 1519.06 ms [2021-12-27 19:54:48 main:574] : INFO : Epoch 1978 | loss: 0.0309818 | val_loss: 0.0313706 | Time: 1521.56 ms [2021-12-27 19:54:50 main:574] : INFO : Epoch 1979 | loss: 0.0309678 | val_loss: 0.0313447 | Time: 1523.92 ms [2021-12-27 19:54:51 main:574] : INFO : Epoch 1980 | loss: 0.0309669 | val_loss: 0.0313179 | Time: 1519.97 ms [2021-12-27 19:54:53 main:574] : INFO : Epoch 1981 | loss: 0.0309757 | val_loss: 0.0313785 | Time: 1518.7 ms [2021-12-27 19:54:55 main:574] : INFO : Epoch 1982 | loss: 0.0309818 | val_loss: 0.0313513 | Time: 1517.71 ms [2021-12-27 19:54:56 main:574] : INFO : Epoch 1983 | loss: 0.0309615 | val_loss: 0.0313676 | Time: 1520.82 ms [2021-12-27 19:54:58 main:574] : INFO : Epoch 1984 | loss: 0.0309515 | val_loss: 0.0313638 | Time: 1517.76 ms [2021-12-27 19:54:59 main:574] : INFO : Epoch 1985 | loss: 0.0309542 | val_loss: 0.0313585 | Time: 1519.7 ms [2021-12-27 19:55:01 main:574] : INFO : Epoch 1986 | loss: 0.030966 | val_loss: 0.0313516 | Time: 1524.74 ms [2021-12-27 19:55:02 main:574] : INFO : Epoch 1987 | loss: 0.0309647 | val_loss: 0.0313537 | Time: 1518.78 ms [2021-12-27 19:55:04 main:574] : INFO : Epoch 1988 | loss: 0.0309573 | val_loss: 0.0313264 | Time: 1516.25 ms [2021-12-27 19:55:05 main:574] : INFO : Epoch 1989 | loss: 0.0309659 | val_loss: 0.0313955 | Time: 1519.88 ms [2021-12-27 19:55:07 main:574] : INFO : Epoch 1990 | loss: 0.030961 | val_loss: 0.0313335 | Time: 1520.44 ms [2021-12-27 19:55:08 main:574] : INFO : Epoch 1991 | loss: 0.0309671 | val_loss: 0.0313283 | Time: 1518.54 ms [2021-12-27 19:55:10 main:574] : INFO : Epoch 1992 | loss: 0.0309628 | val_loss: 0.0313406 | Time: 1535.48 ms [2021-12-27 19:55:11 main:574] : INFO : Epoch 1993 | loss: 0.030958 | val_loss: 0.0313167 | Time: 1520.33 ms [2021-12-27 19:55:13 main:574] : INFO : Epoch 1994 | loss: 0.0309596 | val_loss: 0.0313371 | Time: 1520.97 ms [2021-12-27 19:55:14 main:574] : INFO : Epoch 1995 | loss: 0.0309649 | val_loss: 0.031331 | Time: 1521.21 ms [2021-12-27 19:55:16 main:574] : INFO : Epoch 1996 | loss: 0.0309618 | val_loss: 0.0313768 | Time: 1516.89 ms [2021-12-27 19:55:17 main:574] : INFO : Epoch 1997 | loss: 0.0309605 | val_loss: 0.0313207 | Time: 1518.04 ms [2021-12-27 19:55:19 main:574] : INFO : Epoch 1998 | loss: 0.0309531 | val_loss: 0.0313628 | Time: 1520.35 ms [2021-12-27 19:55:20 main:574] : INFO : Epoch 1999 | loss: 0.0309552 | val_loss: 0.0314008 | Time: 1520.39 ms [2021-12-27 19:55:22 main:574] : INFO : Epoch 2000 | loss: 0.0309581 | val_loss: 0.0313838 | Time: 1518.68 ms [2021-12-27 19:55:23 main:574] : INFO : Epoch 2001 | loss: 0.03096 | val_loss: 0.0313446 | Time: 1522.66 ms [2021-12-27 19:55:25 main:574] : INFO : Epoch 2002 | loss: 0.0309596 | val_loss: 0.0313404 | Time: 1517.8 ms [2021-12-27 19:55:27 main:574] : INFO : Epoch 2003 | loss: 0.0309575 | val_loss: 0.0313456 | Time: 1518.45 ms [2021-12-27 19:55:28 main:574] : INFO : Epoch 2004 | loss: 0.0309589 | val_loss: 0.0313741 | Time: 1519.71 ms [2021-12-27 19:55:30 main:574] : INFO : Epoch 2005 | loss: 0.0309577 | val_loss: 0.0313438 | Time: 1519.56 ms [2021-12-27 19:55:31 main:574] : INFO : Epoch 2006 | loss: 0.0309625 | val_loss: 0.0313684 | Time: 1519.11 ms [2021-12-27 19:55:33 main:574] : INFO : Epoch 2007 | loss: 0.0309652 | val_loss: 0.0313303 | Time: 1515.34 ms [2021-12-27 19:55:34 main:574] : INFO : Epoch 2008 | loss: 0.0309674 | val_loss: 0.0313049 | Time: 1516.97 ms [2021-12-27 19:55:36 main:574] : INFO : Epoch 2009 | loss: 0.0309657 | val_loss: 0.0313742 | Time: 1524.59 ms [2021-12-27 19:55:37 main:574] : INFO : Epoch 2010 | loss: 0.0309635 | val_loss: 0.0313431 | Time: 1532.2 ms [2021-12-27 19:55:39 main:574] : INFO : Epoch 2011 | loss: 0.0309709 | val_loss: 0.031354 | Time: 1521.81 ms [2021-12-27 19:55:40 main:574] : INFO : Epoch 2012 | loss: 0.0309593 | val_loss: 0.0313236 | Time: 1518.73 ms [2021-12-27 19:55:42 main:574] : INFO : Epoch 2013 | loss: 0.0309616 | val_loss: 0.0313392 | Time: 1520.34 ms [2021-12-27 19:55:43 main:574] : INFO : Epoch 2014 | loss: 0.0309554 | val_loss: 0.0313602 | Time: 1522.14 ms [2021-12-27 19:55:45 main:574] : INFO : Epoch 2015 | loss: 0.0309518 | val_loss: 0.0313392 | Time: 1524.48 ms [2021-12-27 19:55:46 main:574] : INFO : Epoch 2016 | loss: 0.0309554 | val_loss: 0.0313231 | Time: 1518.44 ms [2021-12-27 19:55:48 main:574] : INFO : Epoch 2017 | loss: 0.0309666 | val_loss: 0.0313706 | Time: 1516.69 ms [2021-12-27 19:55:49 main:574] : INFO : Epoch 2018 | loss: 0.0309783 | val_loss: 0.031321 | Time: 1519.48 ms [2021-12-27 19:55:51 main:574] : INFO : Epoch 2019 | loss: 0.0309596 | val_loss: 0.0313475 | Time: 1518.24 ms [2021-12-27 19:55:52 main:574] : INFO : Epoch 2020 | loss: 0.0309673 | val_loss: 0.03131 | Time: 1518.11 ms [2021-12-27 19:55:54 main:574] : INFO : Epoch 2021 | loss: 0.0309618 | val_loss: 0.0313478 | Time: 1520.58 ms [2021-12-27 19:55:55 main:574] : INFO : Epoch 2022 | loss: 0.0309649 | val_loss: 0.031332 | Time: 1520.66 ms [2021-12-27 19:55:57 main:574] : INFO : Epoch 2023 | loss: 0.0309593 | val_loss: 0.0313633 | Time: 1518.03 ms [2021-12-27 19:55:58 main:574] : INFO : Epoch 2024 | loss: 0.0309534 | val_loss: 0.0313643 | Time: 1517.8 ms [2021-12-27 19:56:00 main:574] : INFO : Epoch 2025 | loss: 0.0309594 | val_loss: 0.0313588 | Time: 1519.39 ms [2021-12-27 19:56:02 main:574] : INFO : Epoch 2026 | loss: 0.0309499 | val_loss: 0.0313374 | Time: 1522.09 ms [2021-12-27 19:56:03 main:574] : INFO : Epoch 2027 | loss: 0.0309571 | val_loss: 0.0313076 | Time: 1520.72 ms [2021-12-27 19:56:05 main:574] : INFO : Epoch 2028 | loss: 0.0309773 | val_loss: 0.0313385 | Time: 1518.87 ms [2021-12-27 19:56:06 main:574] : INFO : Epoch 2029 | loss: 0.0309963 | val_loss: 0.0313652 | Time: 1519.01 ms [2021-12-27 19:56:08 main:574] : INFO : Epoch 2030 | loss: 0.0310835 | val_loss: 0.0313032 | Time: 1520.72 ms [2021-12-27 19:56:09 main:574] : INFO : Epoch 2031 | loss: 0.0309892 | val_loss: 0.031348 | Time: 1517.62 ms [2021-12-27 19:56:11 main:574] : INFO : Epoch 2032 | loss: 0.0309547 | val_loss: 0.0313713 | Time: 1518.19 ms [2021-12-27 19:56:12 main:574] : INFO : Epoch 2033 | loss: 0.0309571 | val_loss: 0.0313218 | Time: 1521.21 ms [2021-12-27 19:56:14 main:574] : INFO : Epoch 2034 | loss: 0.0309614 | val_loss: 0.0313282 | Time: 1518.11 ms [2021-12-27 19:56:15 main:574] : INFO : Epoch 2035 | loss: 0.0309666 | val_loss: 0.0313369 | Time: 1517.32 ms [2021-12-27 19:56:17 main:574] : INFO : Epoch 2036 | loss: 0.0309578 | val_loss: 0.0313399 | Time: 1520.11 ms [2021-12-27 19:56:18 main:574] : INFO : Epoch 2037 | loss: 0.030957 | val_loss: 0.0313425 | Time: 1518.25 ms [2021-12-27 19:56:20 main:574] : INFO : Epoch 2038 | loss: 0.0309531 | val_loss: 0.0313488 | Time: 1520.99 ms [2021-12-27 19:56:21 main:574] : INFO : Epoch 2039 | loss: 0.0309551 | val_loss: 0.031336 | Time: 1561.14 ms [2021-12-27 19:56:23 main:574] : INFO : Epoch 2040 | loss: 0.0309516 | val_loss: 0.0313615 | Time: 1580.9 ms [2021-12-27 19:56:25 main:574] : INFO : Epoch 2041 | loss: 0.030949 | val_loss: 0.031372 | Time: 1572.07 ms [2021-12-27 19:56:26 main:574] : INFO : Epoch 2042 | loss: 0.0309554 | val_loss: 0.031366 | Time: 1563.15 ms [2021-12-27 19:56:28 main:574] : INFO : Epoch 2043 | loss: 0.0309576 | val_loss: 0.0314081 | Time: 1520.85 ms [2021-12-27 19:56:29 main:574] : INFO : Epoch 2044 | loss: 0.0309499 | val_loss: 0.031365 | Time: 1518.83 ms [2021-12-27 19:56:31 main:574] : INFO : Epoch 2045 | loss: 0.0309499 | val_loss: 0.031359 | Time: 1525.09 ms [2021-12-27 19:56:32 main:574] : INFO : Epoch 2046 | loss: 0.0309498 | val_loss: 0.0313663 | Time: 1541.06 ms [2021-12-27 19:56:34 main:574] : INFO : Epoch 2047 | loss: 0.0309576 | val_loss: 0.031368 | Time: 1523.8 ms [2021-12-27 19:56:35 main:574] : INFO : Epoch 2048 | loss: 0.0309571 | val_loss: 0.0313562 | Time: 1529.57 ms [2021-12-27 19:56:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313562 [2021-12-27 19:56:35 main:603] : INFO : Saving end state to config to file [2021-12-27 19:56:35 main:608] : INFO : Success, exiting.. 19:56:35 (25564): 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)