Task 7779700
| Name | ParityModified-1630350032-31783-1_1 |
| Workunit | 5118739 |
| Created | 3 Oct 2021, 4:09:21 UTC |
| Sent | 3 Oct 2021, 4:46:23 UTC |
| Report deadline | 10 Oct 2021, 4:46:23 UTC |
| Received | 4 Oct 2021, 9:59:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 59 min 1 sec |
| CPU time | 58 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0308804 | val_loss: 0.0310482 | Time: 1673.38 ms
[2021-10-04 05:43:27 main:574] : INFO : Epoch 1543 | loss: 0.0308772 | val_loss: 0.031024 | Time: 1695.07 ms
[2021-10-04 05:43:29 main:574] : INFO : Epoch 1544 | loss: 0.0308868 | val_loss: 0.0310522 | Time: 1700.87 ms
[2021-10-04 05:43:31 main:574] : INFO : Epoch 1545 | loss: 0.030871 | val_loss: 0.0310675 | Time: 1709.17 ms
[2021-10-04 05:43:33 main:574] : INFO : Epoch 1546 | loss: 0.0308701 | val_loss: 0.031041 | Time: 1725.41 ms
[2021-10-04 05:43:34 main:574] : INFO : Epoch 1547 | loss: 0.0308664 | val_loss: 0.0310348 | Time: 1710.02 ms
[2021-10-04 05:43:36 main:574] : INFO : Epoch 1548 | loss: 0.0308615 | val_loss: 0.0310748 | Time: 1718.77 ms
[2021-10-04 05:43:38 main:574] : INFO : Epoch 1549 | loss: 0.0308682 | val_loss: 0.0310524 | Time: 1698.77 ms
[2021-10-04 05:43:40 main:574] : INFO : Epoch 1550 | loss: 0.0308937 | val_loss: 0.0310418 | Time: 1719.08 ms
[2021-10-04 05:43:41 main:574] : INFO : Epoch 1551 | loss: 0.030882 | val_loss: 0.0310692 | Time: 1727.88 ms
[2021-10-04 05:43:43 main:574] : INFO : Epoch 1552 | loss: 0.0308596 | val_loss: 0.0310617 | Time: 1702.2 ms
[2021-10-04 05:43:45 main:574] : INFO : Epoch 1553 | loss: 0.0308964 | val_loss: 0.0310448 | Time: 1720.76 ms
[2021-10-04 05:43:46 main:574] : INFO : Epoch 1554 | loss: 0.0308792 | val_loss: 0.0310557 | Time: 1720.98 ms
[2021-10-04 05:43:48 main:574] : INFO : Epoch 1555 | loss: 0.0308764 | val_loss: 0.0310486 | Time: 1702.89 ms
[2021-10-04 05:43:50 main:574] : INFO : Epoch 1556 | loss: 0.0308761 | val_loss: 0.0310509 | Time: 1715.59 ms
[2021-10-04 05:43:52 main:574] : INFO : Epoch 1557 | loss: 0.0308762 | val_loss: 0.0310616 | Time: 1702.59 ms
[2021-10-04 05:43:53 main:574] : INFO : Epoch 1558 | loss: 0.0308657 | val_loss: 0.0310464 | Time: 1719.68 ms
[2021-10-04 05:43:55 main:574] : INFO : Epoch 1559 | loss: 0.0308615 | val_loss: 0.031072 | Time: 1705.32 ms
[2021-10-04 05:43:57 main:574] : INFO : Epoch 1560 | loss: 0.0308575 | val_loss: 0.0310291 | Time: 1699.66 ms
[2021-10-04 05:43:58 main:574] : INFO : Epoch 1561 | loss: 0.0308593 | val_loss: 0.0310514 | Time: 1709.89 ms
[2021-10-04 05:44:00 main:574] : INFO : Epoch 1562 | loss: 0.0308586 | val_loss: 0.0310436 | Time: 1711.77 ms
[2021-10-04 05:44:02 main:574] : INFO : Epoch 1563 | loss: 0.0308538 | val_loss: 0.0310595 | Time: 1736.5 ms
[2021-10-04 05:44:04 main:574] : INFO : Epoch 1564 | loss: 0.0308492 | val_loss: 0.03106 | Time: 1711.97 ms
[2021-10-04 05:44:05 main:574] : INFO : Epoch 1565 | loss: 0.0308478 | val_loss: 0.0310483 | Time: 1712.35 ms
[2021-10-04 05:44:07 main:574] : INFO : Epoch 1566 | loss: 0.0308601 | val_loss: 0.0310194 | Time: 1717.26 ms
[2021-10-04 05:44:09 main:574] : INFO : Epoch 1567 | loss: 0.0308737 | val_loss: 0.0310519 | Time: 1712.17 ms
[2021-10-04 05:44:10 main:574] : INFO : Epoch 1568 | loss: 0.0308545 | val_loss: 0.031052 | Time: 1733.64 ms
[2021-10-04 05:44:12 main:574] : INFO : Epoch 1569 | loss: 0.0308678 | val_loss: 0.0310414 | Time: 1704.22 ms
[2021-10-04 05:44:14 main:574] : INFO : Epoch 1570 | loss: 0.0308591 | val_loss: 0.0310489 | Time: 1705.87 ms
[2021-10-04 05:44:16 main:574] : INFO : Epoch 1571 | loss: 0.030854 | val_loss: 0.0310696 | Time: 1724.62 ms
[2021-10-04 05:44:17 main:574] : INFO : Epoch 1572 | loss: 0.0308466 | val_loss: 0.0310498 | Time: 1702.88 ms
[2021-10-04 05:44:19 main:574] : INFO : Epoch 1573 | loss: 0.0308433 | val_loss: 0.0310569 | Time: 1701.96 ms
[2021-10-04 05:44:21 main:574] : INFO : Epoch 1574 | loss: 0.0308678 | val_loss: 0.0310469 | Time: 1722.12 ms
[2021-10-04 05:44:23 main:574] : INFO : Epoch 1575 | loss: 0.0308849 | val_loss: 0.0310276 | Time: 1723.54 ms
[2021-10-04 05:44:24 main:574] : INFO : Epoch 1576 | loss: 0.030866 | val_loss: 0.0310399 | Time: 1696.46 ms
[2021-10-04 05:44:26 main:574] : INFO : Epoch 1577 | loss: 0.0309213 | val_loss: 0.0310204 | Time: 1722.85 ms
[2021-10-04 05:44:28 main:574] : INFO : Epoch 1578 | loss: 0.0309574 | val_loss: 0.0310136 | Time: 1712.32 ms
[2021-10-04 05:44:29 main:574] : INFO : Epoch 1579 | loss: 0.0309327 | val_loss: 0.0310076 | Time: 1680.82 ms
[2021-10-04 05:44:31 main:574] : INFO : Epoch 1580 | loss: 0.0309133 | val_loss: 0.031017 | Time: 1668.3 ms
[2021-10-04 05:44:33 main:574] : INFO : Epoch 1581 | loss: 0.0309026 | val_loss: 0.0310151 | Time: 1685.73 ms
[2021-10-04 05:44:34 main:574] : INFO : Epoch 1582 | loss: 0.030892 | val_loss: 0.0310344 | Time: 1717.23 ms
[2021-10-04 05:44:36 main:574] : INFO : Epoch 1583 | loss: 0.0308897 | val_loss: 0.0310223 | Time: 1703.59 ms
[2021-10-04 05:44:38 main:574] : INFO : Epoch 1584 | loss: 0.0308781 | val_loss: 0.031043 | Time: 1703.88 ms
[2021-10-04 05:44:40 main:574] : INFO : Epoch 1585 | loss: 0.0308769 | val_loss: 0.0310247 | Time: 1725.86 ms
[2021-10-04 05:44:41 main:574] : INFO : Epoch 1586 | loss: 0.0308659 | val_loss: 0.0310437 | Time: 1730.32 ms
[2021-10-04 05:44:43 main:574] : INFO : Epoch 1587 | loss: 0.0308652 | val_loss: 0.0310661 | Time: 1723 ms
[2021-10-04 05:44:45 main:574] : INFO : Epoch 1588 | loss: 0.0308762 | val_loss: 0.0310513 | Time: 1729.41 ms
[2021-10-04 05:44:47 main:574] : INFO : Epoch 1589 | loss: 0.0308665 | val_loss: 0.0310545 | Time: 1707.84 ms
[2021-10-04 05:44:48 main:574] : INFO : Epoch 1590 | loss: 0.0308581 | val_loss: 0.0310791 | Time: 1707.28 ms
[2021-10-04 05:44:50 main:574] : INFO : Epoch 1591 | loss: 0.0308447 | val_loss: 0.0310722 | Time: 1724.7 ms
[2021-10-04 05:44:52 main:574] : INFO : Epoch 1592 | loss: 0.0308424 | val_loss: 0.0310436 | Time: 1715.77 ms
[2021-10-04 05:44:53 main:574] : INFO : Epoch 1593 | loss: 0.0308549 | val_loss: 0.0310615 | Time: 1737.78 ms
[2021-10-04 05:44:55 main:574] : INFO : Epoch 1594 | loss: 0.0308408 | val_loss: 0.0310905 | Time: 1720.94 ms
[2021-10-04 05:44:57 main:574] : INFO : Epoch 1595 | loss: 0.0308513 | val_loss: 0.0310541 | Time: 1701.38 ms
[2021-10-04 05:44:59 main:574] : INFO : Epoch 1596 | loss: 0.0308561 | val_loss: 0.0310787 | Time: 1707.32 ms
[2021-10-04 05:45:00 main:574] : INFO : Epoch 1597 | loss: 0.0308549 | val_loss: 0.0310523 | Time: 1692.28 ms
[2021-10-04 05:45:02 main:574] : INFO : Epoch 1598 | loss: 0.0308461 | val_loss: 0.031034 | Time: 1700.37 ms
[2021-10-04 05:45:04 main:574] : INFO : Epoch 1599 | loss: 0.0308471 | val_loss: 0.0310753 | Time: 1703.43 ms
[2021-10-04 05:45:05 main:574] : INFO : Epoch 1600 | loss: 0.03085 | val_loss: 0.0310573 | Time: 1676.83 ms
[2021-10-04 05:45:07 main:574] : INFO : Epoch 1601 | loss: 0.0308421 | val_loss: 0.0310841 | Time: 1684.92 ms
[2021-10-04 05:45:09 main:574] : INFO : Epoch 1602 | loss: 0.0308559 | val_loss: 0.0310537 | Time: 1697.37 ms
[2021-10-04 05:45:11 main:574] : INFO : Epoch 1603 | loss: 0.0308717 | val_loss: 0.0310442 | Time: 1738.39 ms
[2021-10-04 05:45:12 main:574] : INFO : Epoch 1604 | loss: 0.0308943 | val_loss: 0.031384 | Time: 1722.94 ms
[2021-10-04 05:45:14 main:574] : INFO : Epoch 1605 | loss: 0.034132 | val_loss: 0.0385076 | Time: 1685.93 ms
[2021-10-04 05:45:16 main:574] : INFO : Epoch 1606 | loss: 0.0336452 | val_loss: 0.03214 | Time: 1727.26 ms
[2021-10-04 05:45:17 main:574] : INFO : Epoch 1607 | loss: 0.0316664 | val_loss: 0.0313314 | Time: 1743.54 ms
[2021-10-04 05:45:19 main:574] : INFO : Epoch 1608 | loss: 0.0312935 | val_loss: 0.0312357 | Time: 1723.75 ms
[2021-10-04 05:45:21 main:574] : INFO : Epoch 1609 | loss: 0.0312155 | val_loss: 0.031182 | Time: 1729.56 ms
[2021-10-04 05:45:23 main:574] : INFO : Epoch 1610 | loss: 0.0311588 | val_loss: 0.031133 | Time: 1711.25 ms
[2021-10-04 05:45:24 main:574] : INFO : Epoch 1611 | loss: 0.0311219 | val_loss: 0.0311107 | Time: 1708.6 ms
[2021-10-04 05:45:26 main:574] : INFO : Epoch 1612 | loss: 0.0310976 | val_loss: 0.0310959 | Time: 1716.25 ms
[2021-10-04 05:45:28 main:574] : INFO : Epoch 1613 | loss: 0.031084 | val_loss: 0.0310851 | Time: 1731.55 ms
[2021-10-04 05:45:30 main:574] : INFO : Epoch 1614 | loss: 0.0310718 | val_loss: 0.0310738 | Time: 1726.42 ms
[2021-10-04 05:45:31 main:574] : INFO : Epoch 1615 | loss: 0.0310554 | val_loss: 0.0310533 | Time: 1734.14 ms
[2021-10-04 05:45:33 main:574] : INFO : Epoch 1616 | loss: 0.031025 | val_loss: 0.0310331 | Time: 1692.62 ms
[2021-10-04 05:45:35 main:574] : INFO : Epoch 1617 | loss: 0.0310017 | val_loss: 0.0310114 | Time: 1695.19 ms
[2021-10-04 05:45:36 main:574] : INFO : Epoch 1618 | loss: 0.0309711 | val_loss: 0.031004 | Time: 1733.17 ms
[2021-10-04 05:45:38 main:574] : INFO : Epoch 1619 | loss: 0.0309661 | val_loss: 0.0310184 | Time: 1723.38 ms
[2021-10-04 05:45:40 main:574] : INFO : Epoch 1620 | loss: 0.0309477 | val_loss: 0.0310125 | Time: 1721.83 ms
[2021-10-04 05:45:42 main:574] : INFO : Epoch 1621 | loss: 0.0309311 | val_loss: 0.0310129 | Time: 1711.94 ms
[2021-10-04 05:45:43 main:574] : INFO : Epoch 1622 | loss: 0.0309197 | val_loss: 0.0310284 | Time: 1709.06 ms
[2021-10-04 05:45:45 main:574] : INFO : Epoch 1623 | loss: 0.0309385 | val_loss: 0.0310212 | Time: 1723.88 ms
[2021-10-04 05:45:47 main:574] : INFO : Epoch 1624 | loss: 0.0309222 | val_loss: 0.0310329 | Time: 1717.74 ms
[2021-10-04 05:45:48 main:574] : INFO : Epoch 1625 | loss: 0.0309137 | val_loss: 0.0310334 | Time: 1722.31 ms
[2021-10-04 05:45:50 main:574] : INFO : Epoch 1626 | loss: 0.0309167 | val_loss: 0.0310319 | Time: 1712.4 ms
[2021-10-04 05:45:52 main:574] : INFO : Epoch 1627 | loss: 0.0309017 | val_loss: 0.0310409 | Time: 1705.19 ms
[2021-10-04 05:45:54 main:574] : INFO : Epoch 1628 | loss: 0.0308916 | val_loss: 0.0310249 | Time: 1703.04 ms
[2021-10-04 05:45:55 main:574] : INFO : Epoch 1629 | loss: 0.0308838 | val_loss: 0.0310365 | Time: 1718.7 ms
[2021-10-04 05:45:57 main:574] : INFO : Epoch 1630 | loss: 0.0308815 | val_loss: 0.0310464 | Time: 1698.08 ms
[2021-10-04 05:45:59 main:574] : INFO : Epoch 1631 | loss: 0.0308885 | val_loss: 0.0310579 | Time: 1673.77 ms
[2021-10-04 05:46:00 main:574] : INFO : Epoch 1632 | loss: 0.030894 | val_loss: 0.0310165 | Time: 1706.35 ms
[2021-10-04 05:46:02 main:574] : INFO : Epoch 1633 | loss: 0.0308925 | val_loss: 0.03102 | Time: 1719.3 ms
[2021-10-04 05:46:04 main:574] : INFO : Epoch 1634 | loss: 0.0308869 | val_loss: 0.0310188 | Time: 1732.74 ms
[2021-10-04 05:46:06 main:574] : INFO : Epoch 1635 | loss: 0.0308855 | val_loss: 0.0310424 | Time: 1703.71 ms
[2021-10-04 05:46:07 main:574] : INFO : Epoch 1636 | loss: 0.0308781 | val_loss: 0.0310392 | Time: 1736.24 ms
[2021-10-04 05:46:09 main:574] : INFO : Epoch 1637 | loss: 0.0308676 | val_loss: 0.0310575 | Time: 1675.97 ms
[2021-10-04 05:46:11 main:574] : INFO : Epoch 1638 | loss: 0.0308735 | val_loss: 0.0310327 | Time: 1690.15 ms
[2021-10-04 05:46:12 main:574] : INFO : Epoch 1639 | loss: 0.0308732 | val_loss: 0.0310405 | Time: 1705.71 ms
[2021-10-04 05:46:14 main:574] : INFO : Epoch 1640 | loss: 0.0308916 | val_loss: 0.0310299 | Time: 1701.38 ms
[2021-10-04 05:46:16 main:574] : INFO : Epoch 1641 | loss: 0.03092 | val_loss: 0.0311742 | Time: 1690.72 ms
[2021-10-04 05:46:18 main:574] : INFO : Epoch 1642 | loss: 0.0312609 | val_loss: 0.031249 | Time: 1709.07 ms
[2021-10-04 05:46:19 main:574] : INFO : Epoch 1643 | loss: 0.0312435 | val_loss: 0.0312429 | Time: 1693.08 ms
[2021-10-04 05:46:21 main:574] : INFO : Epoch 1644 | loss: 0.0312395 | val_loss: 0.0312389 | Time: 1719.46 ms
[2021-10-04 05:46:23 main:574] : INFO : Epoch 1645 | loss: 0.0312359 | val_loss: 0.0312359 | Time: 1715.26 ms
[2021-10-04 05:46:24 main:574] : INFO : Epoch 1646 | loss: 0.0312317 | val_loss: 0.0312322 | Time: 1714.53 ms
[2021-10-04 05:46:26 main:574] : INFO : Epoch 1647 | loss: 0.0312274 | val_loss: 0.0312281 | Time: 1727.07 ms
[2021-10-04 05:46:28 main:574] : INFO : Epoch 1648 | loss: 0.0312222 | val_loss: 0.0312218 | Time: 1738.73 ms
[2021-10-04 05:46:30 main:574] : INFO : Epoch 1649 | loss: 0.0312142 | val_loss: 0.031212 | Time: 1714.64 ms
[2021-10-04 05:46:31 main:574] : INFO : Epoch 1650 | loss: 0.0312051 | val_loss: 0.0312048 | Time: 1695.57 ms
[2021-10-04 05:46:33 main:574] : INFO : Epoch 1651 | loss: 0.0312007 | val_loss: 0.0312005 | Time: 1722.33 ms
[2021-10-04 05:46:35 main:574] : INFO : Epoch 1652 | loss: 0.031196 | val_loss: 0.0311956 | Time: 1710.14 ms
[2021-10-04 05:46:36 main:574] : INFO : Epoch 1653 | loss: 0.0311904 | val_loss: 0.0311879 | Time: 1691.92 ms
[2021-10-04 05:46:38 main:574] : INFO : Epoch 1654 | loss: 0.0311848 | val_loss: 0.0311824 | Time: 1678.1 ms
[2021-10-04 05:46:40 main:574] : INFO : Epoch 1655 | loss: 0.0311807 | val_loss: 0.0311772 | Time: 1693.61 ms
[2021-10-04 05:46:42 main:574] : INFO : Epoch 1656 | loss: 0.0311765 | val_loss: 0.0311736 | Time: 1688.55 ms
[2021-10-04 05:46:43 main:574] : INFO : Epoch 1657 | loss: 0.031172 | val_loss: 0.0311702 | Time: 1701.15 ms
[2021-10-04 05:46:45 main:574] : INFO : Epoch 1658 | loss: 0.0311675 | val_loss: 0.0311662 | Time: 1685.37 ms
[2021-10-04 05:46:47 main:574] : INFO : Epoch 1659 | loss: 0.0311639 | val_loss: 0.0311639 | Time: 1687.31 ms
[2021-10-04 05:46:48 main:574] : INFO : Epoch 1660 | loss: 0.0311586 | val_loss: 0.0311559 | Time: 1707.12 ms
[2021-10-04 05:46:50 main:574] : INFO : Epoch 1661 | loss: 0.0311534 | val_loss: 0.0311548 | Time: 1683.53 ms
[2021-10-04 05:46:52 main:574] : INFO : Epoch 1662 | loss: 0.0311493 | val_loss: 0.0311477 | Time: 1693.21 ms
[2021-10-04 05:46:53 main:574] : INFO : Epoch 1663 | loss: 0.0311441 | val_loss: 0.0311465 | Time: 1719.9 ms
[2021-10-04 05:46:55 main:574] : INFO : Epoch 1664 | loss: 0.0311403 | val_loss: 0.0311424 | Time: 1704.31 ms
[2021-10-04 05:46:57 main:574] : INFO : Epoch 1665 | loss: 0.0311361 | val_loss: 0.0311394 | Time: 1745.1 ms
[2021-10-04 05:46:59 main:574] : INFO : Epoch 1666 | loss: 0.0311322 | val_loss: 0.0311375 | Time: 1716.17 ms
[2021-10-04 05:47:00 main:574] : INFO : Epoch 1667 | loss: 0.0311287 | val_loss: 0.0311345 | Time: 1712.81 ms
[2021-10-04 05:47:02 main:574] : INFO : Epoch 1668 | loss: 0.0311245 | val_loss: 0.0311338 | Time: 1705.49 ms
[2021-10-04 05:47:04 main:574] : INFO : Epoch 1669 | loss: 0.0311242 | val_loss: 0.031131 | Time: 1702.39 ms
[2021-10-04 05:47:06 main:574] : INFO : Epoch 1670 | loss: 0.0311171 | val_loss: 0.0311244 | Time: 1706.78 ms
[2021-10-04 05:47:07 main:574] : INFO : Epoch 1671 | loss: 0.0311127 | val_loss: 0.0311192 | Time: 1707.74 ms
[2021-10-04 05:47:09 main:574] : INFO : Epoch 1672 | loss: 0.0311078 | val_loss: 0.0311153 | Time: 1687.69 ms
[2021-10-04 05:47:11 main:574] : INFO : Epoch 1673 | loss: 0.0311061 | val_loss: 0.0311114 | Time: 1683.29 ms
[2021-10-04 05:47:12 main:574] : INFO : Epoch 1674 | loss: 0.0311027 | val_loss: 0.0311098 | Time: 1714.61 ms
[2021-10-04 05:47:14 main:574] : INFO : Epoch 1675 | loss: 0.0310974 | val_loss: 0.0311034 | Time: 1717.63 ms
[2021-10-04 05:47:16 main:574] : INFO : Epoch 1676 | loss: 0.0310925 | val_loss: 0.0310987 | Time: 1723.91 ms
[2021-10-04 05:47:18 main:574] : INFO : Epoch 1677 | loss: 0.0310877 | val_loss: 0.0310956 | Time: 1721.81 ms
[2021-10-04 05:47:19 main:574] : INFO : Epoch 1678 | loss: 0.0310824 | val_loss: 0.0310944 | Time: 1689.52 ms
[2021-10-04 05:47:21 main:574] : INFO : Epoch 1679 | loss: 0.0310781 | val_loss: 0.0310916 | Time: 1725.53 ms
[2021-10-04 05:47:23 main:574] : INFO : Epoch 1680 | loss: 0.0310739 | val_loss: 0.0310889 | Time: 1709.24 ms
[2021-10-04 05:47:24 main:574] : INFO : Epoch 1681 | loss: 0.0310683 | val_loss: 0.0310855 | Time: 1702.89 ms
[2021-10-04 05:47:26 main:574] : INFO : Epoch 1682 | loss: 0.0310641 | val_loss: 0.0310847 | Time: 1720.99 ms
[2021-10-04 05:47:28 main:574] : INFO : Epoch 1683 | loss: 0.0310626 | val_loss: 0.0310819 | Time: 1710.56 ms
[2021-10-04 05:47:30 main:574] : INFO : Epoch 1684 | loss: 0.0310591 | val_loss: 0.031076 | Time: 1729.27 ms
[2021-10-04 05:47:31 main:574] : INFO : Epoch 1685 | loss: 0.0310539 | val_loss: 0.0310734 | Time: 1737.2 ms
[2021-10-04 05:47:33 main:574] : INFO : Epoch 1686 | loss: 0.0310494 | val_loss: 0.0310738 | Time: 1717.14 ms
[2021-10-04 05:47:35 main:574] : INFO : Epoch 1687 | loss: 0.0310484 | val_loss: 0.0310753 | Time: 1693.67 ms
[2021-10-04 05:47:36 main:574] : INFO : Epoch 1688 | loss: 0.0310466 | val_loss: 0.0310713 | Time: 1708.09 ms
[2021-10-04 05:47:38 main:574] : INFO : Epoch 1689 | loss: 0.0310401 | val_loss: 0.0310695 | Time: 1723.91 ms
[2021-10-04 05:47:40 main:574] : INFO : Epoch 1690 | loss: 0.0310373 | val_loss: 0.03107 | Time: 1687.8 ms
[2021-10-04 05:47:42 main:574] : INFO : Epoch 1691 | loss: 0.0310354 | val_loss: 0.0310624 | Time: 1682.66 ms
[2021-10-04 05:47:43 main:574] : INFO : Epoch 1692 | loss: 0.031031 | val_loss: 0.0310668 | Time: 1696.53 ms
[2021-10-04 05:47:45 main:574] : INFO : Epoch 1693 | loss: 0.0310304 | val_loss: 0.0310642 | Time: 1726.32 ms
[2021-10-04 05:47:47 main:574] : INFO : Epoch 1694 | loss: 0.0310277 | val_loss: 0.0310639 | Time: 1698.96 ms
[2021-10-04 05:47:48 main:574] : INFO : Epoch 1695 | loss: 0.0310258 | val_loss: 0.0310645 | Time: 1699.26 ms
[2021-10-04 05:47:50 main:574] : INFO : Epoch 1696 | loss: 0.0310246 | val_loss: 0.0310628 | Time: 1709.7 ms
[2021-10-04 05:47:52 main:574] : INFO : Epoch 1697 | loss: 0.0310216 | val_loss: 0.0310606 | Time: 1704.05 ms
[2021-10-04 05:47:54 main:574] : INFO : Epoch 1698 | loss: 0.0310209 | val_loss: 0.0310574 | Time: 1720.97 ms
[2021-10-04 05:47:55 main:574] : INFO : Epoch 1699 | loss: 0.0310174 | val_loss: 0.0310573 | Time: 1692.34 ms
[2021-10-04 05:47:57 main:574] : INFO : Epoch 1700 | loss: 0.0310155 | val_loss: 0.031059 | Time: 1712.03 ms
[2021-10-04 05:47:59 main:574] : INFO : Epoch 1701 | loss: 0.0310125 | val_loss: 0.0310567 | Time: 1718.26 ms
[2021-10-04 05:48:00 main:574] : INFO : Epoch 1702 | loss: 0.0310091 | val_loss: 0.0310662 | Time: 1720.48 ms
[2021-10-04 05:48:02 main:574] : INFO : Epoch 1703 | loss: 0.0310088 | val_loss: 0.0310528 | Time: 1719.44 ms
[2021-10-04 05:48:04 main:574] : INFO : Epoch 1704 | loss: 0.0310063 | val_loss: 0.0310546 | Time: 1691.08 ms
[2021-10-04 05:48:06 main:574] : INFO : Epoch 1705 | loss: 0.0310042 | val_loss: 0.0310515 | Time: 1723.25 ms
[2021-10-04 05:48:07 main:574] : INFO : Epoch 1706 | loss: 0.0310044 | val_loss: 0.0310612 | Time: 1729.24 ms
[2021-10-04 05:48:09 main:574] : INFO : Epoch 1707 | loss: 0.031003 | val_loss: 0.0310477 | Time: 1719.13 ms
[2021-10-04 05:48:11 main:574] : INFO : Epoch 1708 | loss: 0.0310006 | val_loss: 0.0310549 | Time: 1708.33 ms
[2021-10-04 05:48:13 main:574] : INFO : Epoch 1709 | loss: 0.0309999 | val_loss: 0.0310655 | Time: 1738.27 ms
[2021-10-04 05:48:14 main:574] : INFO : Epoch 1710 | loss: 0.0309991 | val_loss: 0.0310575 | Time: 1715.37 ms
[2021-10-04 05:48:16 main:574] : INFO : Epoch 1711 | loss: 0.0309974 | val_loss: 0.0310517 | Time: 1696.2 ms
[2021-10-04 05:48:18 main:574] : INFO : Epoch 1712 | loss: 0.0309955 | val_loss: 0.031064 | Time: 1701.28 ms
[2021-10-04 05:48:19 main:574] : INFO : Epoch 1713 | loss: 0.0309952 | val_loss: 0.0310563 | Time: 1703.5 ms
[2021-10-04 05:48:21 main:574] : INFO : Epoch 1714 | loss: 0.0309939 | val_loss: 0.0310506 | Time: 1689.52 ms
[2021-10-04 05:48:23 main:574] : INFO : Epoch 1715 | loss: 0.0309936 | val_loss: 0.0310525 | Time: 1720.44 ms
[2021-10-04 05:48:25 main:574] : INFO : Epoch 1716 | loss: 0.0309974 | val_loss: 0.0310572 | Time: 1716.28 ms
[2021-10-04 05:48:26 main:574] : INFO : Epoch 1717 | loss: 0.0309954 | val_loss: 0.0310563 | Time: 1718.9 ms
[2021-10-04 05:48:28 main:574] : INFO : Epoch 1718 | loss: 0.0309961 | val_loss: 0.0310517 | Time: 1710.31 ms
[2021-10-04 05:48:30 main:574] : INFO : Epoch 1719 | loss: 0.0309929 | val_loss: 0.0310491 | Time: 1715.95 ms
[2021-10-04 05:48:31 main:574] : INFO : Epoch 1720 | loss: 0.030991 | val_loss: 0.0310558 | Time: 1722.51 ms
[2021-10-04 05:48:33 main:574] : INFO : Epoch 1721 | loss: 0.0309909 | val_loss: 0.0310484 | Time: 1721.39 ms
[2021-10-04 05:48:35 main:574] : INFO : Epoch 1722 | loss: 0.0309881 | val_loss: 0.0310406 | Time: 1716.41 ms
[2021-10-04 05:48:37 main:574] : INFO : Epoch 1723 | loss: 0.0309885 | val_loss: 0.031046 | Time: 1703.1 ms
[2021-10-04 05:48:38 main:574] : INFO : Epoch 1724 | loss: 0.0309855 | val_loss: 0.0310492 | Time: 1721.54 ms
[2021-10-04 05:48:40 main:574] : INFO : Epoch 1725 | loss: 0.030985 | val_loss: 0.0310381 | Time: 1706.02 ms
[2021-10-04 05:48:42 main:574] : INFO : Epoch 1726 | loss: 0.0309828 | val_loss: 0.0310384 | Time: 1697.74 ms
[2021-10-04 05:48:43 main:574] : INFO : Epoch 1727 | loss: 0.0309837 | val_loss: 0.0310499 | Time: 1715.57 ms
[2021-10-04 05:48:45 main:574] : INFO : Epoch 1728 | loss: 0.0309881 | val_loss: 0.031042 | Time: 1700.97 ms
[2021-10-04 05:48:47 main:574] : INFO : Epoch 1729 | loss: 0.0309866 | val_loss: 0.0310364 | Time: 1705.56 ms
[2021-10-04 05:48:49 main:574] : INFO : Epoch 1730 | loss: 0.030985 | val_loss: 0.0310341 | Time: 1722.77 ms
[2021-10-04 05:48:50 main:574] : INFO : Epoch 1731 | loss: 0.0309864 | val_loss: 0.0310368 | Time: 1722.59 ms
[2021-10-04 05:48:52 main:574] : INFO : Epoch 1732 | loss: 0.030979 | val_loss: 0.0310329 | Time: 1708.51 ms
[2021-10-04 05:48:54 main:574] : INFO : Epoch 1733 | loss: 0.0309787 | val_loss: 0.0310362 | Time: 1718.75 ms
[2021-10-04 05:48:55 main:574] : INFO : Epoch 1734 | loss: 0.0309773 | val_loss: 0.0310412 | Time: 1685.91 ms
[2021-10-04 05:48:57 main:574] : INFO : Epoch 1735 | loss: 0.0309753 | val_loss: 0.0310445 | Time: 1724.72 ms
[2021-10-04 05:48:59 main:574] : INFO : Epoch 1736 | loss: 0.030974 | val_loss: 0.0310339 | Time: 1695.15 ms
[2021-10-04 05:49:01 main:574] : INFO : Epoch 1737 | loss: 0.0309756 | val_loss: 0.0310402 | Time: 1695.38 ms
[2021-10-04 05:49:02 main:574] : INFO : Epoch 1738 | loss: 0.030971 | val_loss: 0.0310349 | Time: 1713.94 ms
[2021-10-04 05:49:04 main:574] : INFO : Epoch 1739 | loss: 0.0309724 | val_loss: 0.0310281 | Time: 1731.72 ms
[2021-10-04 05:49:06 main:574] : INFO : Epoch 1740 | loss: 0.0309742 | val_loss: 0.0310545 | Time: 1729.12 ms
[2021-10-04 05:49:07 main:574] : INFO : Epoch 1741 | loss: 0.0310791 | val_loss: 0.0310604 | Time: 1714.51 ms
[2021-10-04 05:49:09 main:574] : INFO : Epoch 1742 | loss: 0.0310405 | val_loss: 0.0310303 | Time: 1729.86 ms
[2021-10-04 05:49:11 main:574] : INFO : Epoch 1743 | loss: 0.0310071 | val_loss: 0.0310274 | Time: 1705.03 ms
[2021-10-04 05:49:13 main:574] : INFO : Epoch 1744 | loss: 0.0309913 | val_loss: 0.0310295 | Time: 1700.85 ms
[2021-10-04 05:49:14 main:574] : INFO : Epoch 1745 | loss: 0.030987 | val_loss: 0.031019 | Time: 1706 ms
[2021-10-04 05:49:16 main:574] : INFO : Epoch 1746 | loss: 0.0309837 | val_loss: 0.0310216 | Time: 1702.2 ms
[2021-10-04 05:49:18 main:574] : INFO : Epoch 1747 | loss: 0.0309816 | val_loss: 0.0310189 | Time: 1709.62 ms
[2021-10-04 05:49:20 main:574] : INFO : Epoch 1748 | loss: 0.0309798 | val_loss: 0.0310174 | Time: 1718.24 ms
[2021-10-04 05:49:21 main:574] : INFO : Epoch 1749 | loss: 0.0309761 | val_loss: 0.0310222 | Time: 1698.77 ms
[2021-10-04 05:49:23 main:574] : INFO : Epoch 1750 | loss: 0.0309777 | val_loss: 0.0310227 | Time: 1718.67 ms
[2021-10-04 05:49:25 main:574] : INFO : Epoch 1751 | loss: 0.0309752 | val_loss: 0.0310172 | Time: 1702.46 ms
[2021-10-04 05:49:26 main:574] : INFO : Epoch 1752 | loss: 0.0309722 | val_loss: 0.0310262 | Time: 1721.06 ms
[2021-10-04 05:49:28 main:574] : INFO : Epoch 1753 | loss: 0.0309696 | val_loss: 0.0310227 | Time: 1710.16 ms
[2021-10-04 05:49:30 main:574] : INFO : Epoch 1754 | loss: 0.0309638 | val_loss: 0.0310196 | Time: 1698.3 ms
[2021-10-04 05:49:32 main:574] : INFO : Epoch 1755 | loss: 0.0309622 | val_loss: 0.0310164 | Time: 1718.94 ms
[2021-10-04 05:49:33 main:574] : INFO : Epoch 1756 | loss: 0.0309606 | val_loss: 0.0310207 | Time: 1698.98 ms
[2021-10-04 05:49:35 main:574] : INFO : Epoch 1757 | loss: 0.0309595 | val_loss: 0.0310201 | Time: 1698.27 ms
[2021-10-04 05:49:37 main:574] : INFO : Epoch 1758 | loss: 0.0309625 | val_loss: 0.0310212 | Time: 1721.72 ms
[2021-10-04 05:49:38 main:574] : INFO : Epoch 1759 | loss: 0.0309595 | val_loss: 0.031027 | Time: 1702.73 ms
[2021-10-04 05:49:40 main:574] : INFO : Epoch 1760 | loss: 0.0309558 | val_loss: 0.0310211 | Time: 1719.49 ms
[2021-10-04 05:49:42 main:574] : INFO : Epoch 1761 | loss: 0.030961 | val_loss: 0.0310166 | Time: 1725 ms
[2021-10-04 05:49:44 main:574] : INFO : Epoch 1762 | loss: 0.0309695 | val_loss: 0.0310142 | Time: 1715.67 ms
[2021-10-04 05:49:45 main:574] : INFO : Epoch 1763 | loss: 0.0309622 | val_loss: 0.0310303 | Time: 1701.76 ms
[2021-10-04 05:49:47 main:574] : INFO : Epoch 1764 | loss: 0.0309571 | val_loss: 0.0310155 | Time: 1718.97 ms
[2021-10-04 05:49:49 main:574] : INFO : Epoch 1765 | loss: 0.030956 | val_loss: 0.0310245 | Time: 1724.24 ms
[2021-10-04 05:49:50 main:574] : INFO : Epoch 1766 | loss: 0.0309559 | val_loss: 0.0310177 | Time: 1730.98 ms
[2021-10-04 05:49:52 main:574] : INFO : Epoch 1767 | loss: 0.0309651 | val_loss: 0.0310201 | Time: 1695.53 ms
[2021-10-04 05:49:54 main:574] : INFO : Epoch 1768 | loss: 0.0309671 | val_loss: 0.0310062 | Time: 1701.9 ms
[2021-10-04 05:49:56 main:574] : INFO : Epoch 1769 | loss: 0.0309592 | val_loss: 0.0310173 | Time: 1744.24 ms
[2021-10-04 05:49:57 main:574] : INFO : Epoch 1770 | loss: 0.0309623 | val_loss: 0.0310175 | Time: 1732.18 ms
[2021-10-04 05:49:59 main:574] : INFO : Epoch 1771 | loss: 0.0309534 | val_loss: 0.031001 | Time: 1716.48 ms
[2021-10-04 05:50:01 main:574] : INFO : Epoch 1772 | loss: 0.0309556 | val_loss: 0.0310191 | Time: 1792.26 ms
[2021-10-04 05:50:03 main:574] : INFO : Epoch 1773 | loss: 0.0309549 | val_loss: 0.0310148 | Time: 1731.95 ms
[2021-10-04 05:50:04 main:574] : INFO : Epoch 1774 | loss: 0.0309496 | val_loss: 0.0310162 | Time: 1721.91 ms
[2021-10-04 05:50:06 main:574] : INFO : Epoch 1775 | loss: 0.0309491 | val_loss: 0.0310157 | Time: 1693.91 ms
[2021-10-04 05:50:08 main:574] : INFO : Epoch 1776 | loss: 0.0309513 | val_loss: 0.0310018 | Time: 1718.67 ms
[2021-10-04 05:50:09 main:574] : INFO : Epoch 1777 | loss: 0.0309552 | val_loss: 0.0310185 | Time: 1681.12 ms
[2021-10-04 05:50:11 main:574] : INFO : Epoch 1778 | loss: 0.0309541 | val_loss: 0.0310122 | Time: 1699.26 ms
[2021-10-04 05:50:13 main:574] : INFO : Epoch 1779 | loss: 0.030946 | val_loss: 0.0310285 | Time: 1713.13 ms
[2021-10-04 05:50:15 main:574] : INFO : Epoch 1780 | loss: 0.0309463 | val_loss: 0.0310141 | Time: 1707.23 ms
[2021-10-04 05:50:16 main:574] : INFO : Epoch 1781 | loss: 0.0309495 | val_loss: 0.0310175 | Time: 1709.32 ms
[2021-10-04 05:50:18 main:574] : INFO : Epoch 1782 | loss: 0.0309426 | val_loss: 0.0310178 | Time: 1712.96 ms
[2021-10-04 05:50:20 main:574] : INFO : Epoch 1783 | loss: 0.0309439 | val_loss: 0.0310193 | Time: 1715.38 ms
[2021-10-04 05:50:22 main:574] : INFO : Epoch 1784 | loss: 0.0309424 | val_loss: 0.0309986 | Time: 1725.04 ms
[2021-10-04 05:50:23 main:574] : INFO : Epoch 1785 | loss: 0.0309423 | val_loss: 0.0310143 | Time: 1715.8 ms
[2021-10-04 05:50:25 main:574] : INFO : Epoch 1786 | loss: 0.0309361 | val_loss: 0.0310022 | Time: 1691.47 ms
[2021-10-04 05:50:27 main:574] : INFO : Epoch 1787 | loss: 0.0309333 | val_loss: 0.0310064 | Time: 1707.04 ms
[2021-10-04 05:50:28 main:574] : INFO : Epoch 1788 | loss: 0.0309376 | val_loss: 0.0310109 | Time: 1684.84 ms
[2021-10-04 05:50:30 main:574] : INFO : Epoch 1789 | loss: 0.0309333 | val_loss: 0.0310002 | Time: 1708.39 ms
[2021-10-04 05:50:32 main:574] : INFO : Epoch 1790 | loss: 0.0309338 | val_loss: 0.0310179 | Time: 1728.15 ms
[2021-10-04 05:50:33 main:574] : INFO : Epoch 1791 | loss: 0.0309349 | val_loss: 0.0310014 | Time: 1713.76 ms
[2021-10-04 05:50:35 main:574] : INFO : Epoch 1792 | loss: 0.0309293 | val_loss: 0.0310081 | Time: 1701.04 ms
[2021-10-04 05:50:37 main:574] : INFO : Epoch 1793 | loss: 0.0309265 | val_loss: 0.0310149 | Time: 1731.29 ms
[2021-10-04 05:50:39 main:574] : INFO : Epoch 1794 | loss: 0.0309272 | val_loss: 0.0310051 | Time: 1707.23 ms
[2021-10-04 05:50:40 main:574] : INFO : Epoch 1795 | loss: 0.0309269 | val_loss: 0.0310144 | Time: 1702.88 ms
[2021-10-04 05:50:42 main:574] : INFO : Epoch 1796 | loss: 0.0309274 | val_loss: 0.0310144 | Time: 1716.14 ms
[2021-10-04 05:50:44 main:574] : INFO : Epoch 1797 | loss: 0.0309272 | val_loss: 0.0310088 | Time: 1727.53 ms
[2021-10-04 05:50:46 main:574] : INFO : Epoch 1798 | loss: 0.0309302 | val_loss: 0.0310091 | Time: 1710 ms
[2021-10-04 05:50:47 main:574] : INFO : Epoch 1799 | loss: 0.0309274 | val_loss: 0.0310162 | Time: 1706.66 ms
[2021-10-04 05:50:49 main:574] : INFO : Epoch 1800 | loss: 0.0309291 | val_loss: 0.0310082 | Time: 1725.89 ms
[2021-10-04 05:50:51 main:574] : INFO : Epoch 1801 | loss: 0.0309272 | val_loss: 0.0310222 | Time: 1700.89 ms
[2021-10-04 05:50:52 main:574] : INFO : Epoch 1802 | loss: 0.0309271 | val_loss: 0.0310128 | Time: 1729.83 ms
[2021-10-04 05:50:54 main:574] : INFO : Epoch 1803 | loss: 0.0309247 | val_loss: 0.0310002 | Time: 1728.61 ms
[2021-10-04 05:50:56 main:574] : INFO : Epoch 1804 | loss: 0.0309294 | val_loss: 0.0310129 | Time: 1717.39 ms
[2021-10-04 05:50:58 main:574] : INFO : Epoch 1805 | loss: 0.0309348 | val_loss: 0.0310189 | Time: 1711.71 ms
[2021-10-04 05:50:59 main:574] : INFO : Epoch 1806 | loss: 0.0309493 | val_loss: 0.0310165 | Time: 1711.22 ms
[2021-10-04 05:51:01 main:574] : INFO : Epoch 1807 | loss: 0.0309371 | val_loss: 0.031011 | Time: 1713.77 ms
[2021-10-04 05:51:03 main:574] : INFO : Epoch 1808 | loss: 0.0309345 | val_loss: 0.0310035 | Time: 1709.94 ms
[2021-10-04 05:51:04 main:574] : INFO : Epoch 1809 | loss: 0.0309283 | val_loss: 0.0310063 | Time: 1708.48 ms
[2021-10-04 05:51:06 main:574] : INFO : Epoch 1810 | loss: 0.0309316 | val_loss: 0.0310103 | Time: 1709.61 ms
[2021-10-04 05:51:08 main:574] : INFO : Epoch 1811 | loss: 0.0309266 | val_loss: 0.0310126 | Time: 1714.36 ms
[2021-10-04 05:51:10 main:574] : INFO : Epoch 1812 | loss: 0.030924 | val_loss: 0.0310048 | Time: 1729.33 ms
[2021-10-04 05:51:11 main:574] : INFO : Epoch 1813 | loss: 0.0309218 | val_loss: 0.0310155 | Time: 1746.47 ms
[2021-10-04 05:51:13 main:574] : INFO : Epoch 1814 | loss: 0.0309434 | val_loss: 0.0310246 | Time: 1705.15 ms
[2021-10-04 05:51:15 main:574] : INFO : Epoch 1815 | loss: 0.0309642 | val_loss: 0.0310203 | Time: 1715.76 ms
[2021-10-04 05:51:17 main:574] : INFO : Epoch 1816 | loss: 0.030981 | val_loss: 0.0310031 | Time: 1729.98 ms
[2021-10-04 05:51:18 main:574] : INFO : Epoch 1817 | loss: 0.0309575 | val_loss: 0.0310125 | Time: 1741.33 ms
[2021-10-04 05:51:20 main:574] : INFO : Epoch 1818 | loss: 0.0309499 | val_loss: 0.0310003 | Time: 1718.35 ms
[2021-10-04 05:51:22 main:574] : INFO : Epoch 1819 | loss: 0.0309429 | val_loss: 0.0309968 | Time: 1732.48 ms
[2021-10-04 05:51:24 main:574] : INFO : Epoch 1820 | loss: 0.0309646 | val_loss: 0.0311604 | Time: 1706.53 ms
[2021-10-04 05:51:25 main:574] : INFO : Epoch 1821 | loss: 0.0311513 | val_loss: 0.0311134 | Time: 1702.05 ms
[2021-10-04 05:51:27 main:574] : INFO : Epoch 1822 | loss: 0.0311029 | val_loss: 0.0310866 | Time: 1689.29 ms
[2021-10-04 05:51:29 main:574] : INFO : Epoch 1823 | loss: 0.0310685 | val_loss: 0.0310685 | Time: 1705.1 ms
[2021-10-04 05:51:30 main:574] : INFO : Epoch 1824 | loss: 0.0310333 | val_loss: 0.0310516 | Time: 1718.87 ms
[2021-10-04 05:51:32 main:574] : INFO : Epoch 1825 | loss: 0.0310134 | val_loss: 0.031045 | Time: 1737.83 ms
[2021-10-04 05:51:34 main:574] : INFO : Epoch 1826 | loss: 0.0310012 | val_loss: 0.0310439 | Time: 1716.3 ms
[2021-10-04 05:51:36 main:574] : INFO : Epoch 1827 | loss: 0.0309863 | val_loss: 0.0310197 | Time: 1711.47 ms
[2021-10-04 05:51:37 main:574] : INFO : Epoch 1828 | loss: 0.0309749 | val_loss: 0.031021 | Time: 1704.4 ms
[2021-10-04 05:51:39 main:574] : INFO : Epoch 1829 | loss: 0.0309658 | val_loss: 0.031007 | Time: 1696.31 ms
[2021-10-04 05:51:41 main:574] : INFO : Epoch 1830 | loss: 0.0309614 | val_loss: 0.0310075 | Time: 1716.4 ms
[2021-10-04 05:51:42 main:574] : INFO : Epoch 1831 | loss: 0.0309564 | val_loss: 0.031007 | Time: 1705.26 ms
[2021-10-04 05:51:44 main:574] : INFO : Epoch 1832 | loss: 0.030951 | val_loss: 0.0310009 | Time: 1701.22 ms
[2021-10-04 05:51:46 main:574] : INFO : Epoch 1833 | loss: 0.0309486 | val_loss: 0.0310048 | Time: 1720.82 ms
[2021-10-04 05:51:48 main:574] : INFO : Epoch 1834 | loss: 0.0309498 | val_loss: 0.031009 | Time: 1712.44 ms
[2021-10-04 05:51:49 main:574] : INFO : Epoch 1835 | loss: 0.0309449 | val_loss: 0.0310054 | Time: 1728.05 ms
[2021-10-04 05:51:51 main:574] : INFO : Epoch 1836 | loss: 0.0309381 | val_loss: 0.0310074 | Time: 1731.39 ms
[2021-10-04 05:51:53 main:574] : INFO : Epoch 1837 | loss: 0.0309354 | val_loss: 0.0309915 | Time: 1721.96 ms
[2021-10-04 05:51:54 main:574] : INFO : Epoch 1838 | loss: 0.0309346 | val_loss: 0.0310055 | Time: 1721.7 ms
[2021-10-04 05:51:56 main:574] : INFO : Epoch 1839 | loss: 0.0309349 | val_loss: 0.0310013 | Time: 1716.31 ms
[2021-10-04 05:51:58 main:574] : INFO : Epoch 1840 | loss: 0.0309405 | val_loss: 0.0310002 | Time: 1715.51 ms
[2021-10-04 05:52:00 main:574] : INFO : Epoch 1841 | loss: 0.0309331 | val_loss: 0.0309947 | Time: 1717.74 ms
[2021-10-04 05:52:01 main:574] : INFO : Epoch 1842 | loss: 0.0309303 | val_loss: 0.0309969 | Time: 1714 ms
[2021-10-04 05:52:03 main:574] : INFO : Epoch 1843 | loss: 0.0309268 | val_loss: 0.0309953 | Time: 1723.78 ms
[2021-10-04 05:52:05 main:574] : INFO : Epoch 1844 | loss: 0.0309246 | val_loss: 0.0310002 | Time: 1697.95 ms
[2021-10-04 05:52:06 main:574] : INFO : Epoch 1845 | loss: 0.0309211 | val_loss: 0.0310003 | Time: 1688.95 ms
[2021-10-04 05:52:08 main:574] : INFO : Epoch 1846 | loss: 0.0309273 | val_loss: 0.0309899 | Time: 1698.57 ms
[2021-10-04 05:52:10 main:574] : INFO : Epoch 1847 | loss: 0.0309219 | val_loss: 0.0309904 | Time: 1709.01 ms
[2021-10-04 05:52:12 main:574] : INFO : Epoch 1848 | loss: 0.0309267 | val_loss: 0.030993 | Time: 1725.14 ms
[2021-10-04 05:52:13 main:574] : INFO : Epoch 1849 | loss: 0.0309307 | val_loss: 0.0309905 | Time: 1726.18 ms
[2021-10-04 05:52:15 main:574] : INFO : Epoch 1850 | loss: 0.0309343 | val_loss: 0.0309951 | Time: 1716.2 ms
[2021-10-04 05:52:17 main:574] : INFO : Epoch 1851 | loss: 0.0309309 | val_loss: 0.0309819 | Time: 1720.54 ms
[2021-10-04 05:52:19 main:574] : INFO : Epoch 1852 | loss: 0.0309322 | val_loss: 0.0309816 | Time: 1709.58 ms
[2021-10-04 05:52:20 main:574] : INFO : Epoch 1853 | loss: 0.0309308 | val_loss: 0.0309909 | Time: 1718.29 ms
[2021-10-04 05:52:22 main:574] : INFO : Epoch 1854 | loss: 0.0309208 | val_loss: 0.0309944 | Time: 1733.03 ms
[2021-10-04 05:52:24 main:574] : INFO : Epoch 1855 | loss: 0.0309163 | val_loss: 0.0309948 | Time: 1725.82 ms
[2021-10-04 05:52:25 main:574] : INFO : Epoch 1856 | loss: 0.030911 | val_loss: 0.0309995 | Time: 1730.31 ms
[2021-10-04 05:52:27 main:574] : INFO : Epoch 1857 | loss: 0.0309192 | val_loss: 0.0309801 | Time: 1717.75 ms
[2021-10-04 05:52:29 main:574] : INFO : Epoch 1858 | loss: 0.0309132 | val_loss: 0.0309931 | Time: 1707.47 ms
[2021-10-04 05:52:31 main:574] : INFO : Epoch 1859 | loss: 0.030923 | val_loss: 0.0310028 | Time: 1704.33 ms
[2021-10-04 05:52:32 main:574] : INFO : Epoch 1860 | loss: 0.030919 | val_loss: 0.0309919 | Time: 1716.16 ms
[2021-10-04 05:52:34 main:574] : INFO : Epoch 1861 | loss: 0.0309145 | val_loss: 0.0309952 | Time: 1702.72 ms
[2021-10-04 05:52:36 main:574] : INFO : Epoch 1862 | loss: 0.0309097 | val_loss: 0.0310127 | Time: 1713.9 ms
[2021-10-04 05:52:38 main:574] : INFO : Epoch 1863 | loss: 0.0309082 | val_loss: 0.0309884 | Time: 1739.4 ms
[2021-10-04 05:52:39 main:574] : INFO : Epoch 1864 | loss: 0.0309061 | val_loss: 0.0310047 | Time: 1711.6 ms
[2021-10-04 05:52:41 main:574] : INFO : Epoch 1865 | loss: 0.0309181 | val_loss: 0.0309916 | Time: 1722.77 ms
[2021-10-04 05:52:43 main:574] : INFO : Epoch 1866 | loss: 0.0309483 | val_loss: 0.031006 | Time: 1732.56 ms
[2021-10-04 05:52:44 main:574] : INFO : Epoch 1867 | loss: 0.0309327 | val_loss: 0.0310032 | Time: 1731.27 ms
[2021-10-04 05:52:46 main:574] : INFO : Epoch 1868 | loss: 0.0309199 | val_loss: 0.0310003 | Time: 1732.82 ms
[2021-10-04 05:52:48 main:574] : INFO : Epoch 1869 | loss: 0.0309197 | val_loss: 0.031008 | Time: 1716.92 ms
[2021-10-04 05:52:50 main:574] : INFO : Epoch 1870 | loss: 0.0309141 | val_loss: 0.0310046 | Time: 1725.26 ms
[2021-10-04 05:52:51 main:574] : INFO : Epoch 1871 | loss: 0.0309025 | val_loss: 0.0310096 | Time: 1719.12 ms
[2021-10-04 05:52:53 main:574] : INFO : Epoch 1872 | loss: 0.030903 | val_loss: 0.030999 | Time: 1714.49 ms
[2021-10-04 05:52:55 main:574] : INFO : Epoch 1873 | loss: 0.0309001 | val_loss: 0.0310007 | Time: 1706.09 ms
[2021-10-04 05:52:57 main:574] : INFO : Epoch 1874 | loss: 0.0308915 | val_loss: 0.0309948 | Time: 1712.68 ms
[2021-10-04 05:52:58 main:574] : INFO : Epoch 1875 | loss: 0.0308929 | val_loss: 0.0310076 | Time: 1745.91 ms
[2021-10-04 05:53:00 main:574] : INFO : Epoch 1876 | loss: 0.0308924 | val_loss: 0.0309998 | Time: 1723.25 ms
[2021-10-04 05:53:02 main:574] : INFO : Epoch 1877 | loss: 0.0308951 | val_loss: 0.0309935 | Time: 1717.85 ms
[2021-10-04 05:53:03 main:574] : INFO : Epoch 1878 | loss: 0.0308942 | val_loss: 0.0309901 | Time: 1708.04 ms
[2021-10-04 05:53:05 main:574] : INFO : Epoch 1879 | loss: 0.0308963 | val_loss: 0.0309905 | Time: 1697.88 ms
[2021-10-04 05:53:07 main:574] : INFO : Epoch 1880 | loss: 0.0308951 | val_loss: 0.0309966 | Time: 1724.72 ms
[2021-10-04 05:53:09 main:574] : INFO : Epoch 1881 | loss: 0.0309038 | val_loss: 0.0310082 | Time: 1707.68 ms
[2021-10-04 05:53:10 main:574] : INFO : Epoch 1882 | loss: 0.0309014 | val_loss: 0.0310041 | Time: 1717.82 ms
[2021-10-04 05:53:12 main:574] : INFO : Epoch 1883 | loss: 0.0309064 | val_loss: 0.0310249 | Time: 1713.11 ms
[2021-10-04 05:53:14 main:574] : INFO : Epoch 1884 | loss: 0.0309006 | val_loss: 0.0309906 | Time: 1695.25 ms
[2021-10-04 05:53:15 main:574] : INFO : Epoch 1885 | loss: 0.0309009 | val_loss: 0.0309976 | Time: 1689.94 ms
[2021-10-04 05:53:17 main:574] : INFO : Epoch 1886 | loss: 0.0308917 | val_loss: 0.0309921 | Time: 1707.66 ms
[2021-10-04 05:53:19 main:574] : INFO : Epoch 1887 | loss: 0.0308877 | val_loss: 0.0309993 | Time: 1738.76 ms
[2021-10-04 05:53:21 main:574] : INFO : Epoch 1888 | loss: 0.0308896 | val_loss: 0.0310244 | Time: 1740.73 ms
[2021-10-04 05:53:22 main:574] : INFO : Epoch 1889 | loss: 0.0309022 | val_loss: 0.0310033 | Time: 1698.06 ms
[2021-10-04 05:53:24 main:574] : INFO : Epoch 1890 | loss: 0.0309149 | val_loss: 0.0309842 | Time: 1722.26 ms
[2021-10-04 05:53:26 main:574] : INFO : Epoch 1891 | loss: 0.030902 | val_loss: 0.0309959 | Time: 1711.56 ms
[2021-10-04 05:53:28 main:574] : INFO : Epoch 1892 | loss: 0.0308961 | val_loss: 0.0309857 | Time: 1703.86 ms
[2021-10-04 05:53:29 main:574] : INFO : Epoch 1893 | loss: 0.030898 | val_loss: 0.0309967 | Time: 1698.79 ms
[2021-10-04 05:53:31 main:574] : INFO : Epoch 1894 | loss: 0.0308988 | val_loss: 0.0309941 | Time: 1699.18 ms
[2021-10-04 05:53:33 main:574] : INFO : Epoch 1895 | loss: 0.030899 | val_loss: 0.0310145 | Time: 1716.55 ms
[2021-10-04 05:53:34 main:574] : INFO : Epoch 1896 | loss: 0.0309035 | val_loss: 0.0309952 | Time: 1733.38 ms
[2021-10-04 05:53:36 main:574] : INFO : Epoch 1897 | loss: 0.0309106 | val_loss: 0.0310068 | Time: 1713.25 ms
[2021-10-04 05:53:38 main:574] : INFO : Epoch 1898 | loss: 0.030904 | val_loss: 0.0309893 | Time: 1723.94 ms
[2021-10-04 05:53:40 main:574] : INFO : Epoch 1899 | loss: 0.0309061 | val_loss: 0.0309991 | Time: 1737.28 ms
[2021-10-04 05:53:41 main:574] : INFO : Epoch 1900 | loss: 0.030904 | val_loss: 0.0309992 | Time: 1726.18 ms
[2021-10-04 05:53:43 main:574] : INFO : Epoch 1901 | loss: 0.03089 | val_loss: 0.03101 | Time: 1721.4 ms
[2021-10-04 05:53:45 main:574] : INFO : Epoch 1902 | loss: 0.0308918 | val_loss: 0.0310021 | Time: 1678.75 ms
[2021-10-04 05:53:46 main:574] : INFO : Epoch 1903 | loss: 0.0308926 | val_loss: 0.0310154 | Time: 1715.9 ms
[2021-10-04 05:53:48 main:574] : INFO : Epoch 1904 | loss: 0.0308962 | val_loss: 0.0309926 | Time: 1719.78 ms
[2021-10-04 05:53:50 main:574] : INFO : Epoch 1905 | loss: 0.0308913 | val_loss: 0.0310036 | Time: 1689.12 ms
[2021-10-04 05:53:52 main:574] : INFO : Epoch 1906 | loss: 0.0308966 | val_loss: 0.0309942 | Time: 1698.19 ms
[2021-10-04 05:53:53 main:574] : INFO : Epoch 1907 | loss: 0.0308937 | val_loss: 0.0309896 | Time: 1711.76 ms
[2021-10-04 05:53:55 main:574] : INFO : Epoch 1908 | loss: 0.0308908 | val_loss: 0.0310211 | Time: 1723.06 ms
[2021-10-04 05:53:57 main:574] : INFO : Epoch 1909 | loss: 0.0308844 | val_loss: 0.0309995 | Time: 1714.91 ms
[2021-10-04 05:53:58 main:574] : INFO : Epoch 1910 | loss: 0.0308907 | val_loss: 0.0309995 | Time: 1715.69 ms
[2021-10-04 05:54:00 main:574] : INFO : Epoch 1911 | loss: 0.0309031 | val_loss: 0.0309919 | Time: 1708.32 ms
[2021-10-04 05:54:02 main:574] : INFO : Epoch 1912 | loss: 0.0309023 | val_loss: 0.0309913 | Time: 1730.11 ms
[2021-10-04 05:54:04 main:574] : INFO : Epoch 1913 | loss: 0.0308932 | val_loss: 0.0309892 | Time: 1708.04 ms
[2021-10-04 05:54:05 main:574] : INFO : Epoch 1914 | loss: 0.0308851 | val_loss: 0.0310036 | Time: 1706.73 ms
[2021-10-04 05:54:07 main:574] : INFO : Epoch 1915 | loss: 0.0308846 | val_loss: 0.0310008 | Time: 1713.21 ms
[2021-10-04 05:54:09 main:574] : INFO : Epoch 1916 | loss: 0.0308903 | val_loss: 0.031013 | Time: 1712.6 ms
[2021-10-04 05:54:11 main:574] : INFO : Epoch 1917 | loss: 0.0308981 | val_loss: 0.0309973 | Time: 1726.44 ms
[2021-10-04 05:54:12 main:574] : INFO : Epoch 1918 | loss: 0.0308967 | val_loss: 0.0310044 | Time: 1718.33 ms
[2021-10-04 05:54:14 main:574] : INFO : Epoch 1919 | loss: 0.0308845 | val_loss: 0.0309958 | Time: 1690.1 ms
[2021-10-04 05:54:16 main:574] : INFO : Epoch 1920 | loss: 0.030885 | val_loss: 0.0309948 | Time: 1690.36 ms
[2021-10-04 05:54:17 main:574] : INFO : Epoch 1921 | loss: 0.0309155 | val_loss: 0.0310122 | Time: 1701.74 ms
[2021-10-04 05:54:19 main:574] : INFO : Epoch 1922 | loss: 0.0309199 | val_loss: 0.0309936 | Time: 1729.39 ms
[2021-10-04 05:54:21 main:574] : INFO : Epoch 1923 | loss: 0.0308997 | val_loss: 0.0309948 | Time: 1680.14 ms
[2021-10-04 05:54:22 main:574] : INFO : Epoch 1924 | loss: 0.0308855 | val_loss: 0.031004 | Time: 1703.65 ms
[2021-10-04 05:54:24 main:574] : INFO : Epoch 1925 | loss: 0.0308788 | val_loss: 0.0309933 | Time: 1722.13 ms
[2021-10-04 05:54:26 main:574] : INFO : Epoch 1926 | loss: 0.0308734 | val_loss: 0.0309958 | Time: 1718.1 ms
[2021-10-04 05:54:28 main:574] : INFO : Epoch 1927 | loss: 0.030883 | val_loss: 0.0310217 | Time: 1712.24 ms
[2021-10-04 05:54:29 main:574] : INFO : Epoch 1928 | loss: 0.030883 | val_loss: 0.0310047 | Time: 1694.69 ms
[2021-10-04 05:54:31 main:574] : INFO : Epoch 1929 | loss: 0.0308742 | val_loss: 0.0310013 | Time: 1705.9 ms
[2021-10-04 05:54:33 main:574] : INFO : Epoch 1930 | loss: 0.0308696 | val_loss: 0.0310196 | Time: 1719.54 ms
[2021-10-04 05:54:35 main:574] : INFO : Epoch 1931 | loss: 0.0308883 | val_loss: 0.0309998 | Time: 1717.14 ms
[2021-10-04 05:54:36 main:574] : INFO : Epoch 1932 | loss: 0.030908 | val_loss: 0.0309955 | Time: 1701.44 ms
[2021-10-04 05:54:38 main:574] : INFO : Epoch 1933 | loss: 0.0309118 | val_loss: 0.0309883 | Time: 1721.65 ms
[2021-10-04 05:54:40 main:574] : INFO : Epoch 1934 | loss: 0.0308975 | val_loss: 0.0310019 | Time: 1713.59 ms
[2021-10-04 05:54:41 main:574] : INFO : Epoch 1935 | loss: 0.0308981 | val_loss: 0.0310006 | Time: 1732.16 ms
[2021-10-04 05:54:43 main:574] : INFO : Epoch 1936 | loss: 0.030891 | val_loss: 0.030994 | Time: 1728.89 ms
[2021-10-04 05:54:45 main:574] : INFO : Epoch 1937 | loss: 0.0308777 | val_loss: 0.0310228 | Time: 1713.46 ms
[2021-10-04 05:54:47 main:574] : INFO : Epoch 1938 | loss: 0.0308822 | val_loss: 0.0310066 | Time: 1711.55 ms
[2021-10-04 05:54:48 main:574] : INFO : Epoch 1939 | loss: 0.0308774 | val_loss: 0.0309932 | Time: 1704.97 ms
[2021-10-04 05:54:50 main:574] : INFO : Epoch 1940 | loss: 0.0308841 | val_loss: 0.0310306 | Time: 1700.59 ms
[2021-10-04 05:54:52 main:574] : INFO : Epoch 1941 | loss: 0.0308956 | val_loss: 0.0310001 | Time: 1715.71 ms
[2021-10-04 05:54:53 main:574] : INFO : Epoch 1942 | loss: 0.0309032 | val_loss: 0.0310024 | Time: 1702.79 ms
[2021-10-04 05:54:55 main:574] : INFO : Epoch 1943 | loss: 0.0308941 | val_loss: 0.0309842 | Time: 1714.17 ms
[2021-10-04 05:54:57 main:574] : INFO : Epoch 1944 | loss: 0.0308845 | val_loss: 0.0310217 | Time: 1711.92 ms
[2021-10-04 05:54:59 main:574] : INFO : Epoch 1945 | loss: 0.0308821 | val_loss: 0.0310111 | Time: 1695.6 ms
[2021-10-04 05:55:00 main:574] : INFO : Epoch 1946 | loss: 0.0308778 | val_loss: 0.0310172 | Time: 1728.49 ms
[2021-10-04 05:55:02 main:574] : INFO : Epoch 1947 | loss: 0.0309364 | val_loss: 0.0310042 | Time: 1709.12 ms
[2021-10-04 05:55:04 main:574] : INFO : Epoch 1948 | loss: 0.0309077 | val_loss: 0.0309952 | Time: 1725.01 ms
[2021-10-04 05:55:05 main:574] : INFO : Epoch 1949 | loss: 0.0308947 | val_loss: 0.0310252 | Time: 1687.46 ms
[2021-10-04 05:55:07 main:574] : INFO : Epoch 1950 | loss: 0.0309134 | val_loss: 0.0310004 | Time: 1703.94 ms
[2021-10-04 05:55:09 main:574] : INFO : Epoch 1951 | loss: 0.0309277 | val_loss: 0.0310053 | Time: 1708.39 ms
[2021-10-04 05:55:11 main:574] : INFO : Epoch 1952 | loss: 0.0308967 | val_loss: 0.0309797 | Time: 1708.61 ms
[2021-10-04 05:55:12 main:574] : INFO : Epoch 1953 | loss: 0.0308825 | val_loss: 0.0309677 | Time: 1707.27 ms
[2021-10-04 05:55:14 main:574] : INFO : Epoch 1954 | loss: 0.0308785 | val_loss: 0.0309935 | Time: 1711.45 ms
[2021-10-04 05:55:16 main:574] : INFO : Epoch 1955 | loss: 0.0308724 | val_loss: 0.0309922 | Time: 1700.44 ms
[2021-10-04 05:55:17 main:574] : INFO : Epoch 1956 | loss: 0.0308837 | val_loss: 0.0309796 | Time: 1675.14 ms
[2021-10-04 05:55:19 main:574] : INFO : Epoch 1957 | loss: 0.030886 | val_loss: 0.0309873 | Time: 1697.45 ms
[2021-10-04 05:55:21 main:574] : INFO : Epoch 1958 | loss: 0.0308771 | val_loss: 0.0309902 | Time: 1712.62 ms
[2021-10-04 05:55:23 main:574] : INFO : Epoch 1959 | loss: 0.0308813 | val_loss: 0.0310037 | Time: 1718.18 ms
[2021-10-04 05:55:24 main:574] : INFO : Epoch 1960 | loss: 0.0308797 | val_loss: 0.0309974 | Time: 1721.1 ms
[2021-10-04 05:55:26 main:574] : INFO : Epoch 1961 | loss: 0.0308801 | val_loss: 0.0310074 | Time: 1742.96 ms
[2021-10-04 05:55:28 main:574] : INFO : Epoch 1962 | loss: 0.0308729 | val_loss: 0.030998 | Time: 1703.39 ms
[2021-10-04 05:55:29 main:574] : INFO : Epoch 1963 | loss: 0.0308876 | val_loss: 0.031007 | Time: 1722.57 ms
[2021-10-04 05:55:31 main:574] : INFO : Epoch 1964 | loss: 0.0308905 | val_loss: 0.0310031 | Time: 1704.07 ms
[2021-10-04 05:55:33 main:574] : INFO : Epoch 1965 | loss: 0.0308792 | val_loss: 0.0309928 | Time: 1717.51 ms
[2021-10-04 05:55:35 main:574] : INFO : Epoch 1966 | loss: 0.0308819 | val_loss: 0.0310018 | Time: 1721.61 ms
[2021-10-04 05:55:36 main:574] : INFO : Epoch 1967 | loss: 0.0308809 | val_loss: 0.0309931 | Time: 1684.22 ms
[2021-10-04 05:55:38 main:574] : INFO : Epoch 1968 | loss: 0.030891 | val_loss: 0.0310042 | Time: 1710.87 ms
[2021-10-04 05:55:40 main:574] : INFO : Epoch 1969 | loss: 0.0308931 | val_loss: 0.0309944 | Time: 1721.02 ms
[2021-10-04 05:55:41 main:574] : INFO : Epoch 1970 | loss: 0.0308773 | val_loss: 0.0310081 | Time: 1707.17 ms
[2021-10-04 05:55:43 main:574] : INFO : Epoch 1971 | loss: 0.0308846 | val_loss: 0.0310038 | Time: 1703.51 ms
[2021-10-04 05:55:45 main:574] : INFO : Epoch 1972 | loss: 0.0308898 | val_loss: 0.030988 | Time: 1709.55 ms
[2021-10-04 05:55:47 main:574] : INFO : Epoch 1973 | loss: 0.0309223 | val_loss: 0.0310068 | Time: 1701.11 ms
[2021-10-04 05:55:48 main:574] : INFO : Epoch 1974 | loss: 0.030907 | val_loss: 0.030996 | Time: 1687.92 ms
[2021-10-04 05:55:50 main:574] : INFO : Epoch 1975 | loss: 0.0308875 | val_loss: 0.0309856 | Time: 1709.24 ms
[2021-10-04 05:55:52 main:574] : INFO : Epoch 1976 | loss: 0.030881 | val_loss: 0.0309873 | Time: 1716.26 ms
[2021-10-04 05:55:53 main:574] : INFO : Epoch 1977 | loss: 0.0308816 | val_loss: 0.0309977 | Time: 1719.64 ms
[2021-10-04 05:55:55 main:574] : INFO : Epoch 1978 | loss: 0.0308849 | val_loss: 0.0309978 | Time: 1725.18 ms
[2021-10-04 05:55:57 main:574] : INFO : Epoch 1979 | loss: 0.0308738 | val_loss: 0.030987 | Time: 1712.55 ms
[2021-10-04 05:55:59 main:574] : INFO : Epoch 1980 | loss: 0.0308689 | val_loss: 0.0310207 | Time: 1699.94 ms
[2021-10-04 05:56:00 main:574] : INFO : Epoch 1981 | loss: 0.0308686 | val_loss: 0.0309807 | Time: 1723.41 ms
[2021-10-04 05:56:02 main:574] : INFO : Epoch 1982 | loss: 0.0308644 | val_loss: 0.0309998 | Time: 1720.74 ms
[2021-10-04 05:56:04 main:574] : INFO : Epoch 1983 | loss: 0.0308627 | val_loss: 0.0309939 | Time: 1720.92 ms
[2021-10-04 05:56:06 main:574] : INFO : Epoch 1984 | loss: 0.0308563 | val_loss: 0.0310053 | Time: 1732 ms
[2021-10-04 05:56:07 main:574] : INFO : Epoch 1985 | loss: 0.0308558 | val_loss: 0.0309978 | Time: 1735.53 ms
[2021-10-04 05:56:09 main:574] : INFO : Epoch 1986 | loss: 0.0308556 | val_loss: 0.0310013 | Time: 1733.38 ms
[2021-10-04 05:56:11 main:574] : INFO : Epoch 1987 | loss: 0.030866 | val_loss: 0.0309816 | Time: 1726.81 ms
[2021-10-04 05:56:13 main:574] : INFO : Epoch 1988 | loss: 0.0308705 | val_loss: 0.0309784 | Time: 1728.44 ms
[2021-10-04 05:56:14 main:574] : INFO : Epoch 1989 | loss: 0.0308649 | val_loss: 0.0310056 | Time: 1715.75 ms
[2021-10-04 05:56:16 main:574] : INFO : Epoch 1990 | loss: 0.0308711 | val_loss: 0.0309782 | Time: 1709.78 ms
[2021-10-04 05:56:18 main:574] : INFO : Epoch 1991 | loss: 0.0308571 | val_loss: 0.0309765 | Time: 1723.48 ms
[2021-10-04 05:56:19 main:574] : INFO : Epoch 1992 | loss: 0.030874 | val_loss: 0.0310039 | Time: 1675.13 ms
[2021-10-04 05:56:21 main:574] : INFO : Epoch 1993 | loss: 0.0309403 | val_loss: 0.030993 | Time: 1691.16 ms
[2021-10-04 05:56:23 main:574] : INFO : Epoch 1994 | loss: 0.0309369 | val_loss: 0.030978 | Time: 1722.82 ms
[2021-10-04 05:56:24 main:574] : INFO : Epoch 1995 | loss: 0.0309099 | val_loss: 0.0309848 | Time: 1698.38 ms
[2021-10-04 05:56:26 main:574] : INFO : Epoch 1996 | loss: 0.0309047 | val_loss: 0.030976 | Time: 1710.95 ms
[2021-10-04 05:56:28 main:574] : INFO : Epoch 1997 | loss: 0.0308897 | val_loss: 0.0309967 | Time: 1717.84 ms
[2021-10-04 05:56:30 main:574] : INFO : Epoch 1998 | loss: 0.0309289 | val_loss: 0.0309934 | Time: 1729.79 ms
[2021-10-04 05:56:31 main:574] : INFO : Epoch 1999 | loss: 0.0309121 | val_loss: 0.0309759 | Time: 1706.11 ms
[2021-10-04 05:56:33 main:574] : INFO : Epoch 2000 | loss: 0.0308911 | val_loss: 0.0309737 | Time: 1732.78 ms
[2021-10-04 05:56:35 main:574] : INFO : Epoch 2001 | loss: 0.0308856 | val_loss: 0.031004 | Time: 1719.01 ms
[2021-10-04 05:56:37 main:574] : INFO : Epoch 2002 | loss: 0.0308794 | val_loss: 0.0309757 | Time: 1723.12 ms
[2021-10-04 05:56:38 main:574] : INFO : Epoch 2003 | loss: 0.0308706 | val_loss: 0.0309783 | Time: 1742.27 ms
[2021-10-04 05:56:40 main:574] : INFO : Epoch 2004 | loss: 0.0308687 | val_loss: 0.0309731 | Time: 1732.06 ms
[2021-10-04 05:56:42 main:574] : INFO : Epoch 2005 | loss: 0.0309755 | val_loss: 0.0310811 | Time: 1736.59 ms
[2021-10-04 05:56:44 main:574] : INFO : Epoch 2006 | loss: 0.0310136 | val_loss: 0.0310199 | Time: 1708.06 ms
[2021-10-04 05:56:45 main:574] : INFO : Epoch 2007 | loss: 0.0309695 | val_loss: 0.0309966 | Time: 1681.17 ms
[2021-10-04 05:56:47 main:574] : INFO : Epoch 2008 | loss: 0.0309497 | val_loss: 0.0309887 | Time: 1703.94 ms
[2021-10-04 05:56:49 main:574] : INFO : Epoch 2009 | loss: 0.0309353 | val_loss: 0.0309791 | Time: 1681.04 ms
[2021-10-04 05:56:50 main:574] : INFO : Epoch 2010 | loss: 0.0309218 | val_loss: 0.0309811 | Time: 1696.12 ms
[2021-10-04 05:56:52 main:574] : INFO : Epoch 2011 | loss: 0.0309102 | val_loss: 0.030975 | Time: 1705.93 ms
[2021-10-04 05:56:54 main:574] : INFO : Epoch 2012 | loss: 0.0309213 | val_loss: 0.0310011 | Time: 1710.52 ms
[2021-10-04 05:56:55 main:574] : INFO : Epoch 2013 | loss: 0.0309204 | val_loss: 0.0309775 | Time: 1704.16 ms
[2021-10-04 05:56:57 main:574] : INFO : Epoch 2014 | loss: 0.0309141 | val_loss: 0.0310064 | Time: 1720.3 ms
[2021-10-04 05:56:59 main:574] : INFO : Epoch 2015 | loss: 0.0309441 | val_loss: 0.0309803 | Time: 1707.01 ms
[2021-10-04 05:57:01 main:574] : INFO : Epoch 2016 | loss: 0.0309253 | val_loss: 0.0309799 | Time: 1737.15 ms
[2021-10-04 05:57:02 main:574] : INFO : Epoch 2017 | loss: 0.0309024 | val_loss: 0.0309907 | Time: 1746.59 ms
[2021-10-04 05:57:04 main:574] : INFO : Epoch 2018 | loss: 0.0308974 | val_loss: 0.0309615 | Time: 1727.58 ms
[2021-10-04 05:57:06 main:574] : INFO : Epoch 2019 | loss: 0.0308881 | val_loss: 0.0309709 | Time: 1722.03 ms
[2021-10-04 05:57:08 main:574] : INFO : Epoch 2020 | loss: 0.0308817 | val_loss: 0.0309831 | Time: 1716.43 ms
[2021-10-04 05:57:09 main:574] : INFO : Epoch 2021 | loss: 0.0308783 | val_loss: 0.0310144 | Time: 1705.76 ms
[2021-10-04 05:57:11 main:574] : INFO : Epoch 2022 | loss: 0.0308701 | val_loss: 0.0309846 | Time: 1698.99 ms
[2021-10-04 05:57:13 main:574] : INFO : Epoch 2023 | loss: 0.0308739 | val_loss: 0.0309958 | Time: 1719.25 ms
[2021-10-04 05:57:14 main:574] : INFO : Epoch 2024 | loss: 0.0308678 | val_loss: 0.0309896 | Time: 1708.39 ms
[2021-10-04 05:57:16 main:574] : INFO : Epoch 2025 | loss: 0.0308729 | val_loss: 0.030986 | Time: 1708.75 ms
[2021-10-04 05:57:18 main:574] : INFO : Epoch 2026 | loss: 0.0308631 | val_loss: 0.0309925 | Time: 1732.58 ms
[2021-10-04 05:57:20 main:574] : INFO : Epoch 2027 | loss: 0.0308582 | val_loss: 0.0310001 | Time: 1709.09 ms
[2021-10-04 05:57:21 main:574] : INFO : Epoch 2028 | loss: 0.0308548 | val_loss: 0.0309998 | Time: 1713.79 ms
[2021-10-04 05:57:23 main:574] : INFO : Epoch 2029 | loss: 0.0308605 | val_loss: 0.0309794 | Time: 1727.54 ms
[2021-10-04 05:57:25 main:574] : INFO : Epoch 2030 | loss: 0.0308508 | val_loss: 0.0309968 | Time: 1709.73 ms
[2021-10-04 05:57:27 main:574] : INFO : Epoch 2031 | loss: 0.0308563 | val_loss: 0.0309963 | Time: 1729.51 ms
[2021-10-04 05:57:28 main:574] : INFO : Epoch 2032 | loss: 0.0308504 | val_loss: 0.0309797 | Time: 1718.62 ms
[2021-10-04 05:57:30 main:574] : INFO : Epoch 2033 | loss: 0.030856 | val_loss: 0.0309879 | Time: 1716.89 ms
[2021-10-04 05:57:32 main:574] : INFO : Epoch 2034 | loss: 0.0308678 | val_loss: 0.030986 | Time: 1717.67 ms
[2021-10-04 05:57:33 main:574] : INFO : Epoch 2035 | loss: 0.0308616 | val_loss: 0.0310002 | Time: 1704.77 ms
[2021-10-04 05:57:35 main:574] : INFO : Epoch 2036 | loss: 0.0308618 | val_loss: 0.030997 | Time: 1705.24 ms
[2021-10-04 05:57:37 main:574] : INFO : Epoch 2037 | loss: 0.0308578 | val_loss: 0.030989 | Time: 1714.42 ms
[2021-10-04 05:57:39 main:574] : INFO : Epoch 2038 | loss: 0.0308583 | val_loss: 0.0309928 | Time: 1711.58 ms
[2021-10-04 05:57:40 main:574] : INFO : Epoch 2039 | loss: 0.0308533 | val_loss: 0.0309771 | Time: 1687.6 ms
[2021-10-04 05:57:42 main:574] : INFO : Epoch 2040 | loss: 0.0308556 | val_loss: 0.0309958 | Time: 1710.41 ms
[2021-10-04 05:57:44 main:574] : INFO : Epoch 2041 | loss: 0.0308735 | val_loss: 0.030988 | Time: 1720.63 ms
[2021-10-04 05:57:45 main:574] : INFO : Epoch 2042 | loss: 0.030861 | val_loss: 0.0310087 | Time: 1710.5 ms
[2021-10-04 05:57:47 main:574] : INFO : Epoch 2043 | loss: 0.0308523 | val_loss: 0.0309844 | Time: 1687.49 ms
[2021-10-04 05:57:49 main:574] : INFO : Epoch 2044 | loss: 0.0308552 | val_loss: 0.0309724 | Time: 1688.48 ms
[2021-10-04 05:57:51 main:574] : INFO : Epoch 2045 | loss: 0.030848 | val_loss: 0.0309831 | Time: 1715.85 ms
[2021-10-04 05:57:52 main:574] : INFO : Epoch 2046 | loss: 0.0308534 | val_loss: 0.0309966 | Time: 1698.3 ms
[2021-10-04 05:57:54 main:574] : INFO : Epoch 2047 | loss: 0.0308471 | val_loss: 0.0309851 | Time: 1725.49 ms
[2021-10-04 05:57:56 main:574] : INFO : Epoch 2048 | loss: 0.0308403 | val_loss: 0.0309754 | Time: 1739.29 ms
[2021-10-04 05:57:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0309754
[2021-10-04 05:57:56 main:603] : INFO : Saving end state to config to file
[2021-10-04 05:57:56 main:608] : INFO : Success, exiting..
05:57:56 (14672): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)