Task 14621953
| Name | ParityModified-1647046425-31960-2-0_0 |
| Workunit | 11639381 |
| Created | 15 Apr 2022, 19:07:06 UTC |
| Sent | 15 Apr 2022, 19:07:19 UTC |
| Report deadline | 23 Apr 2022, 19:07:19 UTC |
| Received | 15 Apr 2022, 20:05:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 58 min 21 sec |
| CPU time | 57 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.55 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311513 | val_loss: 0.0311669 | Time: 1680.37 ms
[2022-04-15 21:51:13 main:574] : INFO : Epoch 1543 | loss: 0.0311499 | val_loss: 0.0311687 | Time: 1684.31 ms
[2022-04-15 21:51:14 main:574] : INFO : Epoch 1544 | loss: 0.0311507 | val_loss: 0.031167 | Time: 1698.64 ms
[2022-04-15 21:51:16 main:574] : INFO : Epoch 1545 | loss: 0.03115 | val_loss: 0.0311672 | Time: 1703.53 ms
[2022-04-15 21:51:18 main:574] : INFO : Epoch 1546 | loss: 0.0311505 | val_loss: 0.031171 | Time: 1726.72 ms
[2022-04-15 21:51:20 main:574] : INFO : Epoch 1547 | loss: 0.0311504 | val_loss: 0.0311712 | Time: 1686.99 ms
[2022-04-15 21:51:21 main:574] : INFO : Epoch 1548 | loss: 0.0311493 | val_loss: 0.0311698 | Time: 1688.89 ms
[2022-04-15 21:51:23 main:574] : INFO : Epoch 1549 | loss: 0.031148 | val_loss: 0.0311691 | Time: 1684.37 ms
[2022-04-15 21:51:25 main:574] : INFO : Epoch 1550 | loss: 0.0311486 | val_loss: 0.0311686 | Time: 1693.81 ms
[2022-04-15 21:51:26 main:574] : INFO : Epoch 1551 | loss: 0.0311479 | val_loss: 0.0311701 | Time: 1678.84 ms
[2022-04-15 21:51:28 main:574] : INFO : Epoch 1552 | loss: 0.0311492 | val_loss: 0.0311676 | Time: 1686.85 ms
[2022-04-15 21:51:30 main:574] : INFO : Epoch 1553 | loss: 0.0311488 | val_loss: 0.03117 | Time: 1689.09 ms
[2022-04-15 21:51:31 main:574] : INFO : Epoch 1554 | loss: 0.0311501 | val_loss: 0.0311696 | Time: 1675.52 ms
[2022-04-15 21:51:33 main:574] : INFO : Epoch 1555 | loss: 0.0311518 | val_loss: 0.031168 | Time: 1683.41 ms
[2022-04-15 21:51:35 main:574] : INFO : Epoch 1556 | loss: 0.0311526 | val_loss: 0.0311676 | Time: 1700.22 ms
[2022-04-15 21:51:37 main:574] : INFO : Epoch 1557 | loss: 0.031152 | val_loss: 0.0311676 | Time: 1688.71 ms
[2022-04-15 21:51:38 main:574] : INFO : Epoch 1558 | loss: 0.0311507 | val_loss: 0.0311681 | Time: 1687.94 ms
[2022-04-15 21:51:40 main:574] : INFO : Epoch 1559 | loss: 0.0311533 | val_loss: 0.0311686 | Time: 1674.26 ms
[2022-04-15 21:51:42 main:574] : INFO : Epoch 1560 | loss: 0.0311585 | val_loss: 0.0311702 | Time: 1699.25 ms
[2022-04-15 21:51:43 main:574] : INFO : Epoch 1561 | loss: 0.0311566 | val_loss: 0.0311723 | Time: 1699.35 ms
[2022-04-15 21:51:45 main:574] : INFO : Epoch 1562 | loss: 0.0311583 | val_loss: 0.0311688 | Time: 1679.59 ms
[2022-04-15 21:51:47 main:574] : INFO : Epoch 1563 | loss: 0.0311539 | val_loss: 0.031167 | Time: 1726.65 ms
[2022-04-15 21:51:49 main:574] : INFO : Epoch 1564 | loss: 0.0311522 | val_loss: 0.0311655 | Time: 1744 ms
[2022-04-15 21:51:50 main:574] : INFO : Epoch 1565 | loss: 0.0311513 | val_loss: 0.0311665 | Time: 1729.53 ms
[2022-04-15 21:51:52 main:574] : INFO : Epoch 1566 | loss: 0.0311514 | val_loss: 0.0311663 | Time: 1712.88 ms
[2022-04-15 21:51:54 main:574] : INFO : Epoch 1567 | loss: 0.0311511 | val_loss: 0.0311695 | Time: 1702.57 ms
[2022-04-15 21:51:55 main:574] : INFO : Epoch 1568 | loss: 0.0311519 | val_loss: 0.0311662 | Time: 1689.05 ms
[2022-04-15 21:51:57 main:574] : INFO : Epoch 1569 | loss: 0.0311508 | val_loss: 0.0311688 | Time: 1682.66 ms
[2022-04-15 21:51:59 main:574] : INFO : Epoch 1570 | loss: 0.0311529 | val_loss: 0.0311694 | Time: 1699.93 ms
[2022-04-15 21:52:01 main:574] : INFO : Epoch 1571 | loss: 0.0311528 | val_loss: 0.0311701 | Time: 1692.68 ms
[2022-04-15 21:52:02 main:574] : INFO : Epoch 1572 | loss: 0.0311531 | val_loss: 0.0311658 | Time: 1685.57 ms
[2022-04-15 21:52:04 main:574] : INFO : Epoch 1573 | loss: 0.0311535 | val_loss: 0.0311666 | Time: 1692.59 ms
[2022-04-15 21:52:06 main:574] : INFO : Epoch 1574 | loss: 0.0311562 | val_loss: 0.0311693 | Time: 1706.01 ms
[2022-04-15 21:52:07 main:574] : INFO : Epoch 1575 | loss: 0.0311501 | val_loss: 0.0311666 | Time: 1677.98 ms
[2022-04-15 21:52:09 main:574] : INFO : Epoch 1576 | loss: 0.0311498 | val_loss: 0.0311678 | Time: 1687.74 ms
[2022-04-15 21:52:11 main:574] : INFO : Epoch 1577 | loss: 0.0311506 | val_loss: 0.0311672 | Time: 1715.82 ms
[2022-04-15 21:52:12 main:574] : INFO : Epoch 1578 | loss: 0.0311507 | val_loss: 0.0311691 | Time: 1681.46 ms
[2022-04-15 21:52:14 main:574] : INFO : Epoch 1579 | loss: 0.0311496 | val_loss: 0.0311678 | Time: 1682.1 ms
[2022-04-15 21:52:16 main:574] : INFO : Epoch 1580 | loss: 0.0311508 | val_loss: 0.0311725 | Time: 1701.48 ms
[2022-04-15 21:52:18 main:574] : INFO : Epoch 1581 | loss: 0.0311512 | val_loss: 0.0311664 | Time: 1681.71 ms
[2022-04-15 21:52:19 main:574] : INFO : Epoch 1582 | loss: 0.0311489 | val_loss: 0.0311678 | Time: 1684.69 ms
[2022-04-15 21:52:21 main:574] : INFO : Epoch 1583 | loss: 0.0311475 | val_loss: 0.0311675 | Time: 1676.72 ms
[2022-04-15 21:52:23 main:574] : INFO : Epoch 1584 | loss: 0.031148 | val_loss: 0.0311689 | Time: 1687.92 ms
[2022-04-15 21:52:24 main:574] : INFO : Epoch 1585 | loss: 0.0311476 | val_loss: 0.0311702 | Time: 1686.86 ms
[2022-04-15 21:52:26 main:574] : INFO : Epoch 1586 | loss: 0.0311461 | val_loss: 0.0311671 | Time: 1680.95 ms
[2022-04-15 21:52:28 main:574] : INFO : Epoch 1587 | loss: 0.0311537 | val_loss: 0.031172 | Time: 1695.47 ms
[2022-04-15 21:52:29 main:574] : INFO : Epoch 1588 | loss: 0.0311493 | val_loss: 0.0311734 | Time: 1680.7 ms
[2022-04-15 21:52:31 main:574] : INFO : Epoch 1589 | loss: 0.0311497 | val_loss: 0.0311694 | Time: 1689.48 ms
[2022-04-15 21:52:33 main:574] : INFO : Epoch 1590 | loss: 0.0311483 | val_loss: 0.0311709 | Time: 1683.57 ms
[2022-04-15 21:52:35 main:574] : INFO : Epoch 1591 | loss: 0.0311485 | val_loss: 0.0311713 | Time: 1714.27 ms
[2022-04-15 21:52:36 main:574] : INFO : Epoch 1592 | loss: 0.0311479 | val_loss: 0.0311667 | Time: 1690.07 ms
[2022-04-15 21:52:38 main:574] : INFO : Epoch 1593 | loss: 0.0311462 | val_loss: 0.0311689 | Time: 1674.99 ms
[2022-04-15 21:52:40 main:574] : INFO : Epoch 1594 | loss: 0.0311479 | val_loss: 0.0311713 | Time: 1701.93 ms
[2022-04-15 21:52:41 main:574] : INFO : Epoch 1595 | loss: 0.0311471 | val_loss: 0.0311734 | Time: 1695.1 ms
[2022-04-15 21:52:43 main:574] : INFO : Epoch 1596 | loss: 0.0311457 | val_loss: 0.0311692 | Time: 1689.82 ms
[2022-04-15 21:52:45 main:574] : INFO : Epoch 1597 | loss: 0.0311457 | val_loss: 0.0311694 | Time: 1676.75 ms
[2022-04-15 21:52:46 main:574] : INFO : Epoch 1598 | loss: 0.0311465 | val_loss: 0.0311744 | Time: 1702.42 ms
[2022-04-15 21:52:48 main:574] : INFO : Epoch 1599 | loss: 0.0311432 | val_loss: 0.0311706 | Time: 1700.42 ms
[2022-04-15 21:52:50 main:574] : INFO : Epoch 1600 | loss: 0.0311442 | val_loss: 0.0311711 | Time: 1678.04 ms
[2022-04-15 21:52:52 main:574] : INFO : Epoch 1601 | loss: 0.0311459 | val_loss: 0.0311693 | Time: 1704.13 ms
[2022-04-15 21:52:53 main:574] : INFO : Epoch 1602 | loss: 0.031145 | val_loss: 0.0311647 | Time: 1749.81 ms
[2022-04-15 21:52:55 main:574] : INFO : Epoch 1603 | loss: 0.0311461 | val_loss: 0.0311743 | Time: 1719.39 ms
[2022-04-15 21:52:57 main:574] : INFO : Epoch 1604 | loss: 0.0311469 | val_loss: 0.0311667 | Time: 1695.41 ms
[2022-04-15 21:52:58 main:574] : INFO : Epoch 1605 | loss: 0.0311457 | val_loss: 0.0311702 | Time: 1711.61 ms
[2022-04-15 21:53:00 main:574] : INFO : Epoch 1606 | loss: 0.0311462 | val_loss: 0.0311749 | Time: 1683.17 ms
[2022-04-15 21:53:02 main:574] : INFO : Epoch 1607 | loss: 0.0311504 | val_loss: 0.0311683 | Time: 1694.2 ms
[2022-04-15 21:53:04 main:574] : INFO : Epoch 1608 | loss: 0.0311485 | val_loss: 0.0311765 | Time: 1693.17 ms
[2022-04-15 21:53:05 main:574] : INFO : Epoch 1609 | loss: 0.031146 | val_loss: 0.0311703 | Time: 1702.08 ms
[2022-04-15 21:53:07 main:574] : INFO : Epoch 1610 | loss: 0.0311421 | val_loss: 0.0311695 | Time: 1694.45 ms
[2022-04-15 21:53:09 main:574] : INFO : Epoch 1611 | loss: 0.0311412 | val_loss: 0.0311687 | Time: 1681.96 ms
[2022-04-15 21:53:10 main:574] : INFO : Epoch 1612 | loss: 0.0311416 | val_loss: 0.0311667 | Time: 1687.19 ms
[2022-04-15 21:53:12 main:574] : INFO : Epoch 1613 | loss: 0.0311417 | val_loss: 0.031168 | Time: 1680.05 ms
[2022-04-15 21:53:14 main:574] : INFO : Epoch 1614 | loss: 0.0311421 | val_loss: 0.0311692 | Time: 1688.42 ms
[2022-04-15 21:53:15 main:574] : INFO : Epoch 1615 | loss: 0.0311424 | val_loss: 0.0311685 | Time: 1703.01 ms
[2022-04-15 21:53:17 main:574] : INFO : Epoch 1616 | loss: 0.0311427 | val_loss: 0.0311698 | Time: 1712.61 ms
[2022-04-15 21:53:19 main:574] : INFO : Epoch 1617 | loss: 0.0311431 | val_loss: 0.0311649 | Time: 1689.13 ms
[2022-04-15 21:53:21 main:574] : INFO : Epoch 1618 | loss: 0.0311456 | val_loss: 0.0311665 | Time: 1689.49 ms
[2022-04-15 21:53:22 main:574] : INFO : Epoch 1619 | loss: 0.0311423 | val_loss: 0.0311693 | Time: 1704.09 ms
[2022-04-15 21:53:24 main:574] : INFO : Epoch 1620 | loss: 0.0311402 | val_loss: 0.0311748 | Time: 1695.38 ms
[2022-04-15 21:53:26 main:574] : INFO : Epoch 1621 | loss: 0.0311419 | val_loss: 0.0311655 | Time: 1685.02 ms
[2022-04-15 21:53:27 main:574] : INFO : Epoch 1622 | loss: 0.0311401 | val_loss: 0.0311704 | Time: 1688.08 ms
[2022-04-15 21:53:29 main:574] : INFO : Epoch 1623 | loss: 0.031138 | val_loss: 0.0311736 | Time: 1701.28 ms
[2022-04-15 21:53:31 main:574] : INFO : Epoch 1624 | loss: 0.0311403 | val_loss: 0.0311791 | Time: 1690.69 ms
[2022-04-15 21:53:32 main:574] : INFO : Epoch 1625 | loss: 0.0311408 | val_loss: 0.0311716 | Time: 1697.23 ms
[2022-04-15 21:53:34 main:574] : INFO : Epoch 1626 | loss: 0.0311432 | val_loss: 0.031171 | Time: 1717.83 ms
[2022-04-15 21:53:36 main:574] : INFO : Epoch 1627 | loss: 0.0311414 | val_loss: 0.031171 | Time: 1678.75 ms
[2022-04-15 21:53:38 main:574] : INFO : Epoch 1628 | loss: 0.0311438 | val_loss: 0.0311752 | Time: 1749.39 ms
[2022-04-15 21:53:39 main:574] : INFO : Epoch 1629 | loss: 0.0311464 | val_loss: 0.0311777 | Time: 1719.42 ms
[2022-04-15 21:53:41 main:574] : INFO : Epoch 1630 | loss: 0.0311456 | val_loss: 0.0311755 | Time: 1693.55 ms
[2022-04-15 21:53:43 main:574] : INFO : Epoch 1631 | loss: 0.0311445 | val_loss: 0.0311708 | Time: 1688.03 ms
[2022-04-15 21:53:44 main:574] : INFO : Epoch 1632 | loss: 0.0311445 | val_loss: 0.0311677 | Time: 1693.34 ms
[2022-04-15 21:53:46 main:574] : INFO : Epoch 1633 | loss: 0.0311479 | val_loss: 0.031171 | Time: 1684.45 ms
[2022-04-15 21:53:48 main:574] : INFO : Epoch 1634 | loss: 0.0311468 | val_loss: 0.031172 | Time: 1675.97 ms
[2022-04-15 21:53:50 main:574] : INFO : Epoch 1635 | loss: 0.0311493 | val_loss: 0.031166 | Time: 1688.92 ms
[2022-04-15 21:53:51 main:574] : INFO : Epoch 1636 | loss: 0.0311519 | val_loss: 0.0311633 | Time: 1680.87 ms
[2022-04-15 21:53:53 main:574] : INFO : Epoch 1637 | loss: 0.0311498 | val_loss: 0.031168 | Time: 1695.81 ms
[2022-04-15 21:53:55 main:574] : INFO : Epoch 1638 | loss: 0.031155 | val_loss: 0.031166 | Time: 1673.58 ms
[2022-04-15 21:53:56 main:574] : INFO : Epoch 1639 | loss: 0.0311524 | val_loss: 0.0311729 | Time: 1674.17 ms
[2022-04-15 21:53:58 main:574] : INFO : Epoch 1640 | loss: 0.0311526 | val_loss: 0.0311681 | Time: 1746.71 ms
[2022-04-15 21:54:00 main:574] : INFO : Epoch 1641 | loss: 0.0311492 | val_loss: 0.0311677 | Time: 1749.34 ms
[2022-04-15 21:54:02 main:574] : INFO : Epoch 1642 | loss: 0.0311477 | val_loss: 0.031167 | Time: 1720.14 ms
[2022-04-15 21:54:03 main:574] : INFO : Epoch 1643 | loss: 0.0311456 | val_loss: 0.0311688 | Time: 1713.87 ms
[2022-04-15 21:54:05 main:574] : INFO : Epoch 1644 | loss: 0.0311488 | val_loss: 0.0311729 | Time: 1714.11 ms
[2022-04-15 21:54:07 main:574] : INFO : Epoch 1645 | loss: 0.031148 | val_loss: 0.0311671 | Time: 1675.43 ms
[2022-04-15 21:54:08 main:574] : INFO : Epoch 1646 | loss: 0.0311447 | val_loss: 0.0311669 | Time: 1679.55 ms
[2022-04-15 21:54:10 main:574] : INFO : Epoch 1647 | loss: 0.0311439 | val_loss: 0.0311708 | Time: 1700.21 ms
[2022-04-15 21:54:12 main:574] : INFO : Epoch 1648 | loss: 0.031144 | val_loss: 0.0311669 | Time: 1687.1 ms
[2022-04-15 21:54:13 main:574] : INFO : Epoch 1649 | loss: 0.0311434 | val_loss: 0.0311708 | Time: 1687.66 ms
[2022-04-15 21:54:15 main:574] : INFO : Epoch 1650 | loss: 0.0311436 | val_loss: 0.0311709 | Time: 1678.29 ms
[2022-04-15 21:54:17 main:574] : INFO : Epoch 1651 | loss: 0.0311448 | val_loss: 0.0311671 | Time: 1717.69 ms
[2022-04-15 21:54:19 main:574] : INFO : Epoch 1652 | loss: 0.0311443 | val_loss: 0.031168 | Time: 1692.69 ms
[2022-04-15 21:54:20 main:574] : INFO : Epoch 1653 | loss: 0.0311411 | val_loss: 0.0311705 | Time: 1674.01 ms
[2022-04-15 21:54:22 main:574] : INFO : Epoch 1654 | loss: 0.0311442 | val_loss: 0.0311689 | Time: 1695.49 ms
[2022-04-15 21:54:24 main:574] : INFO : Epoch 1655 | loss: 0.0311456 | val_loss: 0.0311708 | Time: 1681.46 ms
[2022-04-15 21:54:25 main:574] : INFO : Epoch 1656 | loss: 0.0311408 | val_loss: 0.0311717 | Time: 1679.99 ms
[2022-04-15 21:54:27 main:574] : INFO : Epoch 1657 | loss: 0.0311389 | val_loss: 0.0311712 | Time: 1677.12 ms
[2022-04-15 21:54:29 main:574] : INFO : Epoch 1658 | loss: 0.0311392 | val_loss: 0.0311719 | Time: 1734.73 ms
[2022-04-15 21:54:31 main:574] : INFO : Epoch 1659 | loss: 0.0311367 | val_loss: 0.0311706 | Time: 1691.7 ms
[2022-04-15 21:54:32 main:574] : INFO : Epoch 1660 | loss: 0.0311398 | val_loss: 0.0311677 | Time: 1685.31 ms
[2022-04-15 21:54:34 main:574] : INFO : Epoch 1661 | loss: 0.03114 | val_loss: 0.0311687 | Time: 1708.61 ms
[2022-04-15 21:54:36 main:574] : INFO : Epoch 1662 | loss: 0.0311429 | val_loss: 0.0311758 | Time: 1691.41 ms
[2022-04-15 21:54:37 main:574] : INFO : Epoch 1663 | loss: 0.0311433 | val_loss: 0.0311694 | Time: 1701.24 ms
[2022-04-15 21:54:39 main:574] : INFO : Epoch 1664 | loss: 0.0311379 | val_loss: 0.0311683 | Time: 1691.03 ms
[2022-04-15 21:54:41 main:574] : INFO : Epoch 1665 | loss: 0.0311364 | val_loss: 0.0311695 | Time: 1685.98 ms
[2022-04-15 21:54:42 main:574] : INFO : Epoch 1666 | loss: 0.0311381 | val_loss: 0.0311707 | Time: 1688.97 ms
[2022-04-15 21:54:44 main:574] : INFO : Epoch 1667 | loss: 0.0311401 | val_loss: 0.0311703 | Time: 1681.38 ms
[2022-04-15 21:54:46 main:574] : INFO : Epoch 1668 | loss: 0.031139 | val_loss: 0.0311678 | Time: 1692.67 ms
[2022-04-15 21:54:48 main:574] : INFO : Epoch 1669 | loss: 0.0311373 | val_loss: 0.0311717 | Time: 1704.99 ms
[2022-04-15 21:54:49 main:574] : INFO : Epoch 1670 | loss: 0.0311399 | val_loss: 0.0311708 | Time: 1688.86 ms
[2022-04-15 21:54:51 main:574] : INFO : Epoch 1671 | loss: 0.0311383 | val_loss: 0.0311739 | Time: 1698.04 ms
[2022-04-15 21:54:53 main:574] : INFO : Epoch 1672 | loss: 0.0311459 | val_loss: 0.031177 | Time: 1689.47 ms
[2022-04-15 21:54:54 main:574] : INFO : Epoch 1673 | loss: 0.0311471 | val_loss: 0.0311777 | Time: 1676.49 ms
[2022-04-15 21:54:56 main:574] : INFO : Epoch 1674 | loss: 0.0311469 | val_loss: 0.0311598 | Time: 1675.21 ms
[2022-04-15 21:54:58 main:574] : INFO : Epoch 1675 | loss: 0.0311421 | val_loss: 0.0311618 | Time: 1678.61 ms
[2022-04-15 21:54:59 main:574] : INFO : Epoch 1676 | loss: 0.031139 | val_loss: 0.0311656 | Time: 1683.03 ms
[2022-04-15 21:55:01 main:574] : INFO : Epoch 1677 | loss: 0.0311384 | val_loss: 0.0311676 | Time: 1694.3 ms
[2022-04-15 21:55:03 main:574] : INFO : Epoch 1678 | loss: 0.0311382 | val_loss: 0.0311663 | Time: 1673.03 ms
[2022-04-15 21:55:04 main:574] : INFO : Epoch 1679 | loss: 0.0311384 | val_loss: 0.0311668 | Time: 1695.81 ms
[2022-04-15 21:55:06 main:574] : INFO : Epoch 1680 | loss: 0.031138 | val_loss: 0.0311669 | Time: 1732.37 ms
[2022-04-15 21:55:08 main:574] : INFO : Epoch 1681 | loss: 0.0311371 | val_loss: 0.0311666 | Time: 1716.07 ms
[2022-04-15 21:55:10 main:574] : INFO : Epoch 1682 | loss: 0.0311423 | val_loss: 0.0311738 | Time: 1717.66 ms
[2022-04-15 21:55:11 main:574] : INFO : Epoch 1683 | loss: 0.0311421 | val_loss: 0.0311787 | Time: 1695.62 ms
[2022-04-15 21:55:13 main:574] : INFO : Epoch 1684 | loss: 0.0311375 | val_loss: 0.0311712 | Time: 1688.79 ms
[2022-04-15 21:55:15 main:574] : INFO : Epoch 1685 | loss: 0.0311381 | val_loss: 0.031177 | Time: 1693.2 ms
[2022-04-15 21:55:17 main:574] : INFO : Epoch 1686 | loss: 0.0311494 | val_loss: 0.0311676 | Time: 1716.24 ms
[2022-04-15 21:55:18 main:574] : INFO : Epoch 1687 | loss: 0.0311397 | val_loss: 0.0311661 | Time: 1677.54 ms
[2022-04-15 21:55:20 main:574] : INFO : Epoch 1688 | loss: 0.0311389 | val_loss: 0.0311673 | Time: 1679.65 ms
[2022-04-15 21:55:22 main:574] : INFO : Epoch 1689 | loss: 0.0311395 | val_loss: 0.0311723 | Time: 1687.25 ms
[2022-04-15 21:55:23 main:574] : INFO : Epoch 1690 | loss: 0.0311382 | val_loss: 0.0311706 | Time: 1721.38 ms
[2022-04-15 21:55:25 main:574] : INFO : Epoch 1691 | loss: 0.031138 | val_loss: 0.0311623 | Time: 1676.4 ms
[2022-04-15 21:55:27 main:574] : INFO : Epoch 1692 | loss: 0.0311392 | val_loss: 0.0311682 | Time: 1687.73 ms
[2022-04-15 21:55:28 main:574] : INFO : Epoch 1693 | loss: 0.0311375 | val_loss: 0.031172 | Time: 1701.16 ms
[2022-04-15 21:55:30 main:574] : INFO : Epoch 1694 | loss: 0.031137 | val_loss: 0.0311691 | Time: 1672.82 ms
[2022-04-15 21:55:32 main:574] : INFO : Epoch 1695 | loss: 0.0311389 | val_loss: 0.0311623 | Time: 1686.92 ms
[2022-04-15 21:55:33 main:574] : INFO : Epoch 1696 | loss: 0.0311411 | val_loss: 0.0311661 | Time: 1681.42 ms
[2022-04-15 21:55:35 main:574] : INFO : Epoch 1697 | loss: 0.0311512 | val_loss: 0.0311661 | Time: 1680.56 ms
[2022-04-15 21:55:37 main:574] : INFO : Epoch 1698 | loss: 0.0311465 | val_loss: 0.0311732 | Time: 1680.67 ms
[2022-04-15 21:55:39 main:574] : INFO : Epoch 1699 | loss: 0.0311456 | val_loss: 0.0311672 | Time: 1686.03 ms
[2022-04-15 21:55:40 main:574] : INFO : Epoch 1700 | loss: 0.0311452 | val_loss: 0.0311661 | Time: 1709.47 ms
[2022-04-15 21:55:42 main:574] : INFO : Epoch 1701 | loss: 0.0311478 | val_loss: 0.031161 | Time: 1677.66 ms
[2022-04-15 21:55:44 main:574] : INFO : Epoch 1702 | loss: 0.0311459 | val_loss: 0.0311639 | Time: 1699.24 ms
[2022-04-15 21:55:45 main:574] : INFO : Epoch 1703 | loss: 0.0311434 | val_loss: 0.0311625 | Time: 1692.62 ms
[2022-04-15 21:55:47 main:574] : INFO : Epoch 1704 | loss: 0.0311395 | val_loss: 0.0311618 | Time: 1690.17 ms
[2022-04-15 21:55:49 main:574] : INFO : Epoch 1705 | loss: 0.0311382 | val_loss: 0.0311617 | Time: 1690.93 ms
[2022-04-15 21:55:50 main:574] : INFO : Epoch 1706 | loss: 0.031137 | val_loss: 0.0311646 | Time: 1687.46 ms
[2022-04-15 21:55:52 main:574] : INFO : Epoch 1707 | loss: 0.0311426 | val_loss: 0.0311666 | Time: 1722.48 ms
[2022-04-15 21:55:54 main:574] : INFO : Epoch 1708 | loss: 0.031147 | val_loss: 0.0311678 | Time: 1691.94 ms
[2022-04-15 21:55:56 main:574] : INFO : Epoch 1709 | loss: 0.0311428 | val_loss: 0.0311642 | Time: 1684.96 ms
[2022-04-15 21:55:57 main:574] : INFO : Epoch 1710 | loss: 0.0311412 | val_loss: 0.0311762 | Time: 1682.25 ms
[2022-04-15 21:55:59 main:574] : INFO : Epoch 1711 | loss: 0.0311404 | val_loss: 0.0311654 | Time: 1705.24 ms
[2022-04-15 21:56:01 main:574] : INFO : Epoch 1712 | loss: 0.0311388 | val_loss: 0.0311625 | Time: 1684.96 ms
[2022-04-15 21:56:02 main:574] : INFO : Epoch 1713 | loss: 0.0311387 | val_loss: 0.031164 | Time: 1688.74 ms
[2022-04-15 21:56:04 main:574] : INFO : Epoch 1714 | loss: 0.0311364 | val_loss: 0.0311709 | Time: 1706.74 ms
[2022-04-15 21:56:06 main:574] : INFO : Epoch 1715 | loss: 0.0311361 | val_loss: 0.0311639 | Time: 1709.2 ms
[2022-04-15 21:56:08 main:574] : INFO : Epoch 1716 | loss: 0.0311374 | val_loss: 0.0311677 | Time: 1687.59 ms
[2022-04-15 21:56:09 main:574] : INFO : Epoch 1717 | loss: 0.0311392 | val_loss: 0.0311618 | Time: 1692.73 ms
[2022-04-15 21:56:11 main:574] : INFO : Epoch 1718 | loss: 0.0311373 | val_loss: 0.0311773 | Time: 1719.51 ms
[2022-04-15 21:56:13 main:574] : INFO : Epoch 1719 | loss: 0.0311385 | val_loss: 0.0311635 | Time: 1732.47 ms
[2022-04-15 21:56:14 main:574] : INFO : Epoch 1720 | loss: 0.031138 | val_loss: 0.0311641 | Time: 1705.34 ms
[2022-04-15 21:56:16 main:574] : INFO : Epoch 1721 | loss: 0.0311352 | val_loss: 0.0311628 | Time: 1728.27 ms
[2022-04-15 21:56:18 main:574] : INFO : Epoch 1722 | loss: 0.031137 | val_loss: 0.0311638 | Time: 1704.98 ms
[2022-04-15 21:56:20 main:574] : INFO : Epoch 1723 | loss: 0.0311373 | val_loss: 0.0311632 | Time: 1686.57 ms
[2022-04-15 21:56:21 main:574] : INFO : Epoch 1724 | loss: 0.0311376 | val_loss: 0.0311787 | Time: 1687.21 ms
[2022-04-15 21:56:23 main:574] : INFO : Epoch 1725 | loss: 0.0311374 | val_loss: 0.0311666 | Time: 1684.99 ms
[2022-04-15 21:56:25 main:574] : INFO : Epoch 1726 | loss: 0.0311357 | val_loss: 0.0311662 | Time: 1674.66 ms
[2022-04-15 21:56:26 main:574] : INFO : Epoch 1727 | loss: 0.0311369 | val_loss: 0.031165 | Time: 1700.52 ms
[2022-04-15 21:56:28 main:574] : INFO : Epoch 1728 | loss: 0.0311328 | val_loss: 0.0311629 | Time: 1682.12 ms
[2022-04-15 21:56:30 main:574] : INFO : Epoch 1729 | loss: 0.0311331 | val_loss: 0.0311652 | Time: 1707.33 ms
[2022-04-15 21:56:31 main:574] : INFO : Epoch 1730 | loss: 0.0311365 | val_loss: 0.0311746 | Time: 1681.96 ms
[2022-04-15 21:56:33 main:574] : INFO : Epoch 1731 | loss: 0.0311366 | val_loss: 0.031181 | Time: 1703.49 ms
[2022-04-15 21:56:35 main:574] : INFO : Epoch 1732 | loss: 0.0311384 | val_loss: 0.031176 | Time: 1690.97 ms
[2022-04-15 21:56:37 main:574] : INFO : Epoch 1733 | loss: 0.0311334 | val_loss: 0.0311664 | Time: 1696.5 ms
[2022-04-15 21:56:38 main:574] : INFO : Epoch 1734 | loss: 0.0311322 | val_loss: 0.0311663 | Time: 1689.83 ms
[2022-04-15 21:56:40 main:574] : INFO : Epoch 1735 | loss: 0.0311383 | val_loss: 0.031167 | Time: 1689.8 ms
[2022-04-15 21:56:42 main:574] : INFO : Epoch 1736 | loss: 0.031131 | val_loss: 0.0311718 | Time: 1707.77 ms
[2022-04-15 21:56:43 main:574] : INFO : Epoch 1737 | loss: 0.0311348 | val_loss: 0.0311761 | Time: 1681.36 ms
[2022-04-15 21:56:45 main:574] : INFO : Epoch 1738 | loss: 0.031143 | val_loss: 0.0311708 | Time: 1678.25 ms
[2022-04-15 21:56:47 main:574] : INFO : Epoch 1739 | loss: 0.0311351 | val_loss: 0.0311688 | Time: 1689.43 ms
[2022-04-15 21:56:48 main:574] : INFO : Epoch 1740 | loss: 0.0311364 | val_loss: 0.0311741 | Time: 1686.89 ms
[2022-04-15 21:56:50 main:574] : INFO : Epoch 1741 | loss: 0.0311404 | val_loss: 0.0311632 | Time: 1688.13 ms
[2022-04-15 21:56:52 main:574] : INFO : Epoch 1742 | loss: 0.0311378 | val_loss: 0.0311623 | Time: 1687.92 ms
[2022-04-15 21:56:54 main:574] : INFO : Epoch 1743 | loss: 0.0311352 | val_loss: 0.0311623 | Time: 1694.52 ms
[2022-04-15 21:56:55 main:574] : INFO : Epoch 1744 | loss: 0.0311356 | val_loss: 0.0311604 | Time: 1687.1 ms
[2022-04-15 21:56:57 main:574] : INFO : Epoch 1745 | loss: 0.0311388 | val_loss: 0.0311697 | Time: 1694.45 ms
[2022-04-15 21:56:59 main:574] : INFO : Epoch 1746 | loss: 0.0311363 | val_loss: 0.0311602 | Time: 1705.6 ms
[2022-04-15 21:57:00 main:574] : INFO : Epoch 1747 | loss: 0.0311316 | val_loss: 0.0311666 | Time: 1696.98 ms
[2022-04-15 21:57:02 main:574] : INFO : Epoch 1748 | loss: 0.0311335 | val_loss: 0.0311618 | Time: 1690.84 ms
[2022-04-15 21:57:04 main:574] : INFO : Epoch 1749 | loss: 0.0311309 | val_loss: 0.0311615 | Time: 1697.15 ms
[2022-04-15 21:57:05 main:574] : INFO : Epoch 1750 | loss: 0.0311306 | val_loss: 0.0311648 | Time: 1700.15 ms
[2022-04-15 21:57:07 main:574] : INFO : Epoch 1751 | loss: 0.0311302 | val_loss: 0.0311662 | Time: 1688.68 ms
[2022-04-15 21:57:09 main:574] : INFO : Epoch 1752 | loss: 0.0311301 | val_loss: 0.0311631 | Time: 1684.77 ms
[2022-04-15 21:57:11 main:574] : INFO : Epoch 1753 | loss: 0.0311303 | val_loss: 0.031168 | Time: 1706.91 ms
[2022-04-15 21:57:12 main:574] : INFO : Epoch 1754 | loss: 0.0311307 | val_loss: 0.0311706 | Time: 1687.81 ms
[2022-04-15 21:57:14 main:574] : INFO : Epoch 1755 | loss: 0.0311291 | val_loss: 0.0311837 | Time: 1679.41 ms
[2022-04-15 21:57:16 main:574] : INFO : Epoch 1756 | loss: 0.0311327 | val_loss: 0.0311725 | Time: 1692.49 ms
[2022-04-15 21:57:17 main:574] : INFO : Epoch 1757 | loss: 0.03113 | val_loss: 0.0311624 | Time: 1736.86 ms
[2022-04-15 21:57:19 main:574] : INFO : Epoch 1758 | loss: 0.0311274 | val_loss: 0.031166 | Time: 1726.01 ms
[2022-04-15 21:57:21 main:574] : INFO : Epoch 1759 | loss: 0.0311278 | val_loss: 0.0311663 | Time: 1748.63 ms
[2022-04-15 21:57:23 main:574] : INFO : Epoch 1760 | loss: 0.0311324 | val_loss: 0.0311722 | Time: 1718.63 ms
[2022-04-15 21:57:24 main:574] : INFO : Epoch 1761 | loss: 0.0311388 | val_loss: 0.0311724 | Time: 1702.75 ms
[2022-04-15 21:57:26 main:574] : INFO : Epoch 1762 | loss: 0.0311322 | val_loss: 0.0311651 | Time: 1684.06 ms
[2022-04-15 21:57:28 main:574] : INFO : Epoch 1763 | loss: 0.0311306 | val_loss: 0.0311632 | Time: 1689.86 ms
[2022-04-15 21:57:29 main:574] : INFO : Epoch 1764 | loss: 0.0311276 | val_loss: 0.0311691 | Time: 1703.94 ms
[2022-04-15 21:57:31 main:574] : INFO : Epoch 1765 | loss: 0.0311329 | val_loss: 0.0311723 | Time: 1679.87 ms
[2022-04-15 21:57:33 main:574] : INFO : Epoch 1766 | loss: 0.0311302 | val_loss: 0.0311627 | Time: 1684.87 ms
[2022-04-15 21:57:35 main:574] : INFO : Epoch 1767 | loss: 0.0311279 | val_loss: 0.031167 | Time: 1701.43 ms
[2022-04-15 21:57:36 main:574] : INFO : Epoch 1768 | loss: 0.0311312 | val_loss: 0.0311643 | Time: 1694.78 ms
[2022-04-15 21:57:38 main:574] : INFO : Epoch 1769 | loss: 0.0311304 | val_loss: 0.0311616 | Time: 1673.15 ms
[2022-04-15 21:57:40 main:574] : INFO : Epoch 1770 | loss: 0.0311311 | val_loss: 0.0311635 | Time: 1692.99 ms
[2022-04-15 21:57:41 main:574] : INFO : Epoch 1771 | loss: 0.0311273 | val_loss: 0.0311635 | Time: 1703.11 ms
[2022-04-15 21:57:43 main:574] : INFO : Epoch 1772 | loss: 0.0311269 | val_loss: 0.0311614 | Time: 1685.01 ms
[2022-04-15 21:57:45 main:574] : INFO : Epoch 1773 | loss: 0.0311289 | val_loss: 0.0311673 | Time: 1676.57 ms
[2022-04-15 21:57:46 main:574] : INFO : Epoch 1774 | loss: 0.0311324 | val_loss: 0.0311648 | Time: 1684.08 ms
[2022-04-15 21:57:48 main:574] : INFO : Epoch 1775 | loss: 0.0311308 | val_loss: 0.0311664 | Time: 1712.2 ms
[2022-04-15 21:57:50 main:574] : INFO : Epoch 1776 | loss: 0.0311385 | val_loss: 0.0311612 | Time: 1689.56 ms
[2022-04-15 21:57:52 main:574] : INFO : Epoch 1777 | loss: 0.031138 | val_loss: 0.031173 | Time: 1686.15 ms
[2022-04-15 21:57:53 main:574] : INFO : Epoch 1778 | loss: 0.0311294 | val_loss: 0.0311643 | Time: 1710.45 ms
[2022-04-15 21:57:55 main:574] : INFO : Epoch 1779 | loss: 0.0311286 | val_loss: 0.0311646 | Time: 1678.08 ms
[2022-04-15 21:57:57 main:574] : INFO : Epoch 1780 | loss: 0.0311258 | val_loss: 0.031165 | Time: 1682.36 ms
[2022-04-15 21:57:58 main:574] : INFO : Epoch 1781 | loss: 0.0311283 | val_loss: 0.0311631 | Time: 1686.87 ms
[2022-04-15 21:58:00 main:574] : INFO : Epoch 1782 | loss: 0.0311261 | val_loss: 0.0311681 | Time: 1727.66 ms
[2022-04-15 21:58:02 main:574] : INFO : Epoch 1783 | loss: 0.0311255 | val_loss: 0.0311622 | Time: 1688.03 ms
[2022-04-15 21:58:03 main:574] : INFO : Epoch 1784 | loss: 0.031126 | val_loss: 0.0311633 | Time: 1678.51 ms
[2022-04-15 21:58:05 main:574] : INFO : Epoch 1785 | loss: 0.0311296 | val_loss: 0.0311644 | Time: 1700.24 ms
[2022-04-15 21:58:07 main:574] : INFO : Epoch 1786 | loss: 0.0311261 | val_loss: 0.0311618 | Time: 1702.16 ms
[2022-04-15 21:58:09 main:574] : INFO : Epoch 1787 | loss: 0.0311342 | val_loss: 0.0311619 | Time: 1671.17 ms
[2022-04-15 21:58:10 main:574] : INFO : Epoch 1788 | loss: 0.0311298 | val_loss: 0.0311639 | Time: 1690.1 ms
[2022-04-15 21:58:12 main:574] : INFO : Epoch 1789 | loss: 0.0311245 | val_loss: 0.0311642 | Time: 1687.91 ms
[2022-04-15 21:58:14 main:574] : INFO : Epoch 1790 | loss: 0.0311248 | val_loss: 0.0311653 | Time: 1682.36 ms
[2022-04-15 21:58:15 main:574] : INFO : Epoch 1791 | loss: 0.0311319 | val_loss: 0.0311635 | Time: 1690.36 ms
[2022-04-15 21:58:17 main:574] : INFO : Epoch 1792 | loss: 0.0311242 | val_loss: 0.0311673 | Time: 1684.75 ms
[2022-04-15 21:58:19 main:574] : INFO : Epoch 1793 | loss: 0.0311275 | val_loss: 0.0311697 | Time: 1694.57 ms
[2022-04-15 21:58:20 main:574] : INFO : Epoch 1794 | loss: 0.0311257 | val_loss: 0.0311741 | Time: 1682.45 ms
[2022-04-15 21:58:22 main:574] : INFO : Epoch 1795 | loss: 0.0311312 | val_loss: 0.0311663 | Time: 1688.98 ms
[2022-04-15 21:58:24 main:574] : INFO : Epoch 1796 | loss: 0.0311257 | val_loss: 0.0311659 | Time: 1757.11 ms
[2022-04-15 21:58:26 main:574] : INFO : Epoch 1797 | loss: 0.0311242 | val_loss: 0.0311619 | Time: 1703.21 ms
[2022-04-15 21:58:27 main:574] : INFO : Epoch 1798 | loss: 0.0311256 | val_loss: 0.0311628 | Time: 1725.97 ms
[2022-04-15 21:58:29 main:574] : INFO : Epoch 1799 | loss: 0.031125 | val_loss: 0.031162 | Time: 1687.54 ms
[2022-04-15 21:58:31 main:574] : INFO : Epoch 1800 | loss: 0.0311237 | val_loss: 0.0311671 | Time: 1701.65 ms
[2022-04-15 21:58:32 main:574] : INFO : Epoch 1801 | loss: 0.0311227 | val_loss: 0.0311692 | Time: 1691.26 ms
[2022-04-15 21:58:34 main:574] : INFO : Epoch 1802 | loss: 0.0311228 | val_loss: 0.0311687 | Time: 1685.6 ms
[2022-04-15 21:58:36 main:574] : INFO : Epoch 1803 | loss: 0.0311266 | val_loss: 0.0311638 | Time: 1710.32 ms
[2022-04-15 21:58:38 main:574] : INFO : Epoch 1804 | loss: 0.0311337 | val_loss: 0.031161 | Time: 1683.28 ms
[2022-04-15 21:58:39 main:574] : INFO : Epoch 1805 | loss: 0.0311278 | val_loss: 0.0311592 | Time: 1677.6 ms
[2022-04-15 21:58:41 main:574] : INFO : Epoch 1806 | loss: 0.0311352 | val_loss: 0.0311833 | Time: 1687.8 ms
[2022-04-15 21:58:43 main:574] : INFO : Epoch 1807 | loss: 0.0311314 | val_loss: 0.0311623 | Time: 1691.3 ms
[2022-04-15 21:58:44 main:574] : INFO : Epoch 1808 | loss: 0.0311291 | val_loss: 0.0311651 | Time: 1673.79 ms
[2022-04-15 21:58:46 main:574] : INFO : Epoch 1809 | loss: 0.0311257 | val_loss: 0.0311619 | Time: 1682.81 ms
[2022-04-15 21:58:48 main:574] : INFO : Epoch 1810 | loss: 0.0311235 | val_loss: 0.0311612 | Time: 1705.8 ms
[2022-04-15 21:58:49 main:574] : INFO : Epoch 1811 | loss: 0.031124 | val_loss: 0.0311632 | Time: 1696.78 ms
[2022-04-15 21:58:51 main:574] : INFO : Epoch 1812 | loss: 0.0311234 | val_loss: 0.0311607 | Time: 1698.78 ms
[2022-04-15 21:58:53 main:574] : INFO : Epoch 1813 | loss: 0.0311228 | val_loss: 0.0311685 | Time: 1686.84 ms
[2022-04-15 21:58:55 main:574] : INFO : Epoch 1814 | loss: 0.0311309 | val_loss: 0.0311628 | Time: 1683.78 ms
[2022-04-15 21:58:56 main:574] : INFO : Epoch 1815 | loss: 0.0311296 | val_loss: 0.0311659 | Time: 1679.94 ms
[2022-04-15 21:58:58 main:574] : INFO : Epoch 1816 | loss: 0.0311275 | val_loss: 0.0311698 | Time: 1687.79 ms
[2022-04-15 21:59:00 main:574] : INFO : Epoch 1817 | loss: 0.0311268 | val_loss: 0.0311699 | Time: 1700.44 ms
[2022-04-15 21:59:01 main:574] : INFO : Epoch 1818 | loss: 0.031126 | val_loss: 0.0311663 | Time: 1672.67 ms
[2022-04-15 21:59:03 main:574] : INFO : Epoch 1819 | loss: 0.0311341 | val_loss: 0.0311681 | Time: 1691.85 ms
[2022-04-15 21:59:05 main:574] : INFO : Epoch 1820 | loss: 0.0311312 | val_loss: 0.0311672 | Time: 1680.15 ms
[2022-04-15 21:59:06 main:574] : INFO : Epoch 1821 | loss: 0.0311248 | val_loss: 0.0311665 | Time: 1691.23 ms
[2022-04-15 21:59:08 main:574] : INFO : Epoch 1822 | loss: 0.0311256 | val_loss: 0.0311659 | Time: 1696.23 ms
[2022-04-15 21:59:10 main:574] : INFO : Epoch 1823 | loss: 0.0311255 | val_loss: 0.0311607 | Time: 1677.96 ms
[2022-04-15 21:59:11 main:574] : INFO : Epoch 1824 | loss: 0.0311325 | val_loss: 0.0311684 | Time: 1681.94 ms
[2022-04-15 21:59:13 main:574] : INFO : Epoch 1825 | loss: 0.0311358 | val_loss: 0.0311613 | Time: 1683.01 ms
[2022-04-15 21:59:15 main:574] : INFO : Epoch 1826 | loss: 0.0311331 | val_loss: 0.0311632 | Time: 1691.29 ms
[2022-04-15 21:59:17 main:574] : INFO : Epoch 1827 | loss: 0.0311368 | val_loss: 0.0311782 | Time: 1723.28 ms
[2022-04-15 21:59:18 main:574] : INFO : Epoch 1828 | loss: 0.0311598 | val_loss: 0.031164 | Time: 1686.64 ms
[2022-04-15 21:59:20 main:574] : INFO : Epoch 1829 | loss: 0.0311593 | val_loss: 0.0311637 | Time: 1696.19 ms
[2022-04-15 21:59:22 main:574] : INFO : Epoch 1830 | loss: 0.0311538 | val_loss: 0.031165 | Time: 1693.72 ms
[2022-04-15 21:59:23 main:574] : INFO : Epoch 1831 | loss: 0.0311573 | val_loss: 0.0311649 | Time: 1690.41 ms
[2022-04-15 21:59:25 main:574] : INFO : Epoch 1832 | loss: 0.0311547 | val_loss: 0.031164 | Time: 1689.82 ms
[2022-04-15 21:59:27 main:574] : INFO : Epoch 1833 | loss: 0.0311493 | val_loss: 0.031166 | Time: 1687.24 ms
[2022-04-15 21:59:28 main:574] : INFO : Epoch 1834 | loss: 0.0311494 | val_loss: 0.0311647 | Time: 1684.16 ms
[2022-04-15 21:59:30 main:574] : INFO : Epoch 1835 | loss: 0.0311492 | val_loss: 0.0311655 | Time: 1764.38 ms
[2022-04-15 21:59:32 main:574] : INFO : Epoch 1836 | loss: 0.0311469 | val_loss: 0.0311681 | Time: 1753.45 ms
[2022-04-15 21:59:34 main:574] : INFO : Epoch 1837 | loss: 0.0311502 | val_loss: 0.031167 | Time: 1699.92 ms
[2022-04-15 21:59:35 main:574] : INFO : Epoch 1838 | loss: 0.031147 | val_loss: 0.0311671 | Time: 1709.68 ms
[2022-04-15 21:59:37 main:574] : INFO : Epoch 1839 | loss: 0.0311493 | val_loss: 0.0311638 | Time: 1696.8 ms
[2022-04-15 21:59:39 main:574] : INFO : Epoch 1840 | loss: 0.0311491 | val_loss: 0.0311681 | Time: 1685.01 ms
[2022-04-15 21:59:41 main:574] : INFO : Epoch 1841 | loss: 0.0311514 | val_loss: 0.0311648 | Time: 1688.88 ms
[2022-04-15 21:59:42 main:574] : INFO : Epoch 1842 | loss: 0.0311472 | val_loss: 0.0311693 | Time: 1699.34 ms
[2022-04-15 21:59:44 main:574] : INFO : Epoch 1843 | loss: 0.0311473 | val_loss: 0.0311679 | Time: 1696.74 ms
[2022-04-15 21:59:46 main:574] : INFO : Epoch 1844 | loss: 0.031154 | val_loss: 0.0311675 | Time: 1682.49 ms
[2022-04-15 21:59:47 main:574] : INFO : Epoch 1845 | loss: 0.0311576 | val_loss: 0.0311666 | Time: 1689.51 ms
[2022-04-15 21:59:49 main:574] : INFO : Epoch 1846 | loss: 0.0311553 | val_loss: 0.0311644 | Time: 1698.33 ms
[2022-04-15 21:59:51 main:574] : INFO : Epoch 1847 | loss: 0.0311523 | val_loss: 0.0311631 | Time: 1681.38 ms
[2022-04-15 21:59:52 main:574] : INFO : Epoch 1848 | loss: 0.0311506 | val_loss: 0.0311607 | Time: 1684.78 ms
[2022-04-15 21:59:54 main:574] : INFO : Epoch 1849 | loss: 0.0311498 | val_loss: 0.0311826 | Time: 1699.65 ms
[2022-04-15 21:59:56 main:574] : INFO : Epoch 1850 | loss: 0.0311541 | val_loss: 0.0311614 | Time: 1673.68 ms
[2022-04-15 21:59:58 main:574] : INFO : Epoch 1851 | loss: 0.0311454 | val_loss: 0.0311621 | Time: 1691.98 ms
[2022-04-15 21:59:59 main:574] : INFO : Epoch 1852 | loss: 0.0311424 | val_loss: 0.0311643 | Time: 1683.56 ms
[2022-04-15 22:00:01 main:574] : INFO : Epoch 1853 | loss: 0.031147 | val_loss: 0.031167 | Time: 1689.05 ms
[2022-04-15 22:00:03 main:574] : INFO : Epoch 1854 | loss: 0.0311429 | val_loss: 0.0311622 | Time: 1684.85 ms
[2022-04-15 22:00:04 main:574] : INFO : Epoch 1855 | loss: 0.0311411 | val_loss: 0.0311667 | Time: 1686.76 ms
[2022-04-15 22:00:06 main:574] : INFO : Epoch 1856 | loss: 0.0311438 | val_loss: 0.0311643 | Time: 1703.64 ms
[2022-04-15 22:00:08 main:574] : INFO : Epoch 1857 | loss: 0.0311417 | val_loss: 0.0311679 | Time: 1684.75 ms
[2022-04-15 22:00:09 main:574] : INFO : Epoch 1858 | loss: 0.0311446 | val_loss: 0.0311613 | Time: 1694.36 ms
[2022-04-15 22:00:11 main:574] : INFO : Epoch 1859 | loss: 0.0311414 | val_loss: 0.0311688 | Time: 1702.14 ms
[2022-04-15 22:00:13 main:574] : INFO : Epoch 1860 | loss: 0.0311422 | val_loss: 0.0311621 | Time: 1688.9 ms
[2022-04-15 22:00:15 main:574] : INFO : Epoch 1861 | loss: 0.0311396 | val_loss: 0.0311633 | Time: 1686.52 ms
[2022-04-15 22:00:16 main:574] : INFO : Epoch 1862 | loss: 0.031141 | val_loss: 0.0311665 | Time: 1692.4 ms
[2022-04-15 22:00:18 main:574] : INFO : Epoch 1863 | loss: 0.0311395 | val_loss: 0.0311638 | Time: 1702.05 ms
[2022-04-15 22:00:20 main:574] : INFO : Epoch 1864 | loss: 0.0311385 | val_loss: 0.0311629 | Time: 1688.6 ms
[2022-04-15 22:00:21 main:574] : INFO : Epoch 1865 | loss: 0.0311398 | val_loss: 0.0311623 | Time: 1691.47 ms
[2022-04-15 22:00:23 main:574] : INFO : Epoch 1866 | loss: 0.0311401 | val_loss: 0.0311703 | Time: 1698.05 ms
[2022-04-15 22:00:25 main:574] : INFO : Epoch 1867 | loss: 0.0311397 | val_loss: 0.0311588 | Time: 1693.64 ms
[2022-04-15 22:00:26 main:574] : INFO : Epoch 1868 | loss: 0.0311387 | val_loss: 0.0311676 | Time: 1681.21 ms
[2022-04-15 22:00:28 main:574] : INFO : Epoch 1869 | loss: 0.031138 | val_loss: 0.0311611 | Time: 1683.33 ms
[2022-04-15 22:00:30 main:574] : INFO : Epoch 1870 | loss: 0.0311375 | val_loss: 0.0311747 | Time: 1696.05 ms
[2022-04-15 22:00:32 main:574] : INFO : Epoch 1871 | loss: 0.031139 | val_loss: 0.031164 | Time: 1704.74 ms
[2022-04-15 22:00:33 main:574] : INFO : Epoch 1872 | loss: 0.0311368 | val_loss: 0.0311646 | Time: 1691.86 ms
[2022-04-15 22:00:35 main:574] : INFO : Epoch 1873 | loss: 0.0311353 | val_loss: 0.0311667 | Time: 1713.69 ms
[2022-04-15 22:00:37 main:574] : INFO : Epoch 1874 | loss: 0.0311353 | val_loss: 0.0311648 | Time: 1722.97 ms
[2022-04-15 22:00:38 main:574] : INFO : Epoch 1875 | loss: 0.0311347 | val_loss: 0.0311643 | Time: 1719.02 ms
[2022-04-15 22:00:40 main:574] : INFO : Epoch 1876 | loss: 0.0311343 | val_loss: 0.0311628 | Time: 1690.51 ms
[2022-04-15 22:00:42 main:574] : INFO : Epoch 1877 | loss: 0.0311381 | val_loss: 0.0311634 | Time: 1711.92 ms
[2022-04-15 22:00:44 main:574] : INFO : Epoch 1878 | loss: 0.0311366 | val_loss: 0.0311664 | Time: 1689.73 ms
[2022-04-15 22:00:45 main:574] : INFO : Epoch 1879 | loss: 0.0311353 | val_loss: 0.0311643 | Time: 1691.11 ms
[2022-04-15 22:00:47 main:574] : INFO : Epoch 1880 | loss: 0.0311356 | val_loss: 0.031172 | Time: 1697.35 ms
[2022-04-15 22:00:49 main:574] : INFO : Epoch 1881 | loss: 0.0311339 | val_loss: 0.031165 | Time: 1718.82 ms
[2022-04-15 22:00:50 main:574] : INFO : Epoch 1882 | loss: 0.0311318 | val_loss: 0.0311715 | Time: 1685.27 ms
[2022-04-15 22:00:52 main:574] : INFO : Epoch 1883 | loss: 0.0311344 | val_loss: 0.0311694 | Time: 1690.76 ms
[2022-04-15 22:00:54 main:574] : INFO : Epoch 1884 | loss: 0.0311321 | val_loss: 0.0311679 | Time: 1724.32 ms
[2022-04-15 22:00:55 main:574] : INFO : Epoch 1885 | loss: 0.0311318 | val_loss: 0.0311757 | Time: 1682.7 ms
[2022-04-15 22:00:57 main:574] : INFO : Epoch 1886 | loss: 0.0311358 | val_loss: 0.0311762 | Time: 1670.87 ms
[2022-04-15 22:00:59 main:574] : INFO : Epoch 1887 | loss: 0.031134 | val_loss: 0.0311678 | Time: 1680.86 ms
[2022-04-15 22:01:01 main:574] : INFO : Epoch 1888 | loss: 0.0311345 | val_loss: 0.0311664 | Time: 1704.16 ms
[2022-04-15 22:01:02 main:574] : INFO : Epoch 1889 | loss: 0.0311371 | val_loss: 0.0311691 | Time: 1681.13 ms
[2022-04-15 22:01:04 main:574] : INFO : Epoch 1890 | loss: 0.0311366 | val_loss: 0.0311661 | Time: 1697.22 ms
[2022-04-15 22:01:06 main:574] : INFO : Epoch 1891 | loss: 0.031136 | val_loss: 0.0311707 | Time: 1704.6 ms
[2022-04-15 22:01:07 main:574] : INFO : Epoch 1892 | loss: 0.0311373 | val_loss: 0.031171 | Time: 1683 ms
[2022-04-15 22:01:09 main:574] : INFO : Epoch 1893 | loss: 0.031135 | val_loss: 0.0311692 | Time: 1706.04 ms
[2022-04-15 22:01:11 main:574] : INFO : Epoch 1894 | loss: 0.0311426 | val_loss: 0.0311793 | Time: 1767 ms
[2022-04-15 22:01:13 main:574] : INFO : Epoch 1895 | loss: 0.0311799 | val_loss: 0.0311724 | Time: 1866.13 ms
[2022-04-15 22:01:15 main:574] : INFO : Epoch 1896 | loss: 0.0311658 | val_loss: 0.0311672 | Time: 1808.05 ms
[2022-04-15 22:01:16 main:574] : INFO : Epoch 1897 | loss: 0.0311578 | val_loss: 0.0311638 | Time: 1779.89 ms
[2022-04-15 22:01:18 main:574] : INFO : Epoch 1898 | loss: 0.031158 | val_loss: 0.031167 | Time: 1725.34 ms
[2022-04-15 22:01:20 main:574] : INFO : Epoch 1899 | loss: 0.0311536 | val_loss: 0.0311674 | Time: 1675.74 ms
[2022-04-15 22:01:22 main:574] : INFO : Epoch 1900 | loss: 0.031151 | val_loss: 0.0311615 | Time: 1735.97 ms
[2022-04-15 22:01:23 main:574] : INFO : Epoch 1901 | loss: 0.0311506 | val_loss: 0.0311649 | Time: 1806.84 ms
[2022-04-15 22:01:25 main:574] : INFO : Epoch 1902 | loss: 0.0311512 | val_loss: 0.0311655 | Time: 1913.49 ms
[2022-04-15 22:01:27 main:574] : INFO : Epoch 1903 | loss: 0.0311483 | val_loss: 0.0311641 | Time: 1763.5 ms
[2022-04-15 22:01:29 main:574] : INFO : Epoch 1904 | loss: 0.0311466 | val_loss: 0.0311617 | Time: 1761.57 ms
[2022-04-15 22:01:31 main:574] : INFO : Epoch 1905 | loss: 0.0311446 | val_loss: 0.0311633 | Time: 1748.84 ms
[2022-04-15 22:01:32 main:574] : INFO : Epoch 1906 | loss: 0.0311439 | val_loss: 0.0311637 | Time: 1751.44 ms
[2022-04-15 22:01:34 main:574] : INFO : Epoch 1907 | loss: 0.0311441 | val_loss: 0.0311655 | Time: 1783.34 ms
[2022-04-15 22:01:36 main:574] : INFO : Epoch 1908 | loss: 0.0311423 | val_loss: 0.0311623 | Time: 1839.95 ms
[2022-04-15 22:01:38 main:574] : INFO : Epoch 1909 | loss: 0.0311438 | val_loss: 0.0311635 | Time: 1753.29 ms
[2022-04-15 22:01:39 main:574] : INFO : Epoch 1910 | loss: 0.0311457 | val_loss: 0.0311663 | Time: 1734.8 ms
[2022-04-15 22:01:41 main:574] : INFO : Epoch 1911 | loss: 0.0311465 | val_loss: 0.0311659 | Time: 1766.14 ms
[2022-04-15 22:01:43 main:574] : INFO : Epoch 1912 | loss: 0.0311427 | val_loss: 0.0311645 | Time: 1761.98 ms
[2022-04-15 22:01:45 main:574] : INFO : Epoch 1913 | loss: 0.0311433 | val_loss: 0.0311648 | Time: 1797.59 ms
[2022-04-15 22:01:47 main:574] : INFO : Epoch 1914 | loss: 0.031146 | val_loss: 0.0311729 | Time: 1797.31 ms
[2022-04-15 22:01:48 main:574] : INFO : Epoch 1915 | loss: 0.0311438 | val_loss: 0.0311643 | Time: 1741.71 ms
[2022-04-15 22:01:50 main:574] : INFO : Epoch 1916 | loss: 0.0311402 | val_loss: 0.031165 | Time: 1758.95 ms
[2022-04-15 22:01:52 main:574] : INFO : Epoch 1917 | loss: 0.0311423 | val_loss: 0.0311686 | Time: 1757.12 ms
[2022-04-15 22:01:54 main:574] : INFO : Epoch 1918 | loss: 0.0311417 | val_loss: 0.031167 | Time: 1720.81 ms
[2022-04-15 22:01:55 main:574] : INFO : Epoch 1919 | loss: 0.0311396 | val_loss: 0.0311731 | Time: 1738.49 ms
[2022-04-15 22:01:57 main:574] : INFO : Epoch 1920 | loss: 0.031145 | val_loss: 0.031166 | Time: 1732.81 ms
[2022-04-15 22:01:59 main:574] : INFO : Epoch 1921 | loss: 0.0311423 | val_loss: 0.0311659 | Time: 1723.79 ms
[2022-04-15 22:02:01 main:574] : INFO : Epoch 1922 | loss: 0.0311455 | val_loss: 0.031165 | Time: 1767.62 ms
[2022-04-15 22:02:02 main:574] : INFO : Epoch 1923 | loss: 0.031141 | val_loss: 0.031167 | Time: 1729.12 ms
[2022-04-15 22:02:04 main:574] : INFO : Epoch 1924 | loss: 0.0311419 | val_loss: 0.0311627 | Time: 1712.72 ms
[2022-04-15 22:02:06 main:574] : INFO : Epoch 1925 | loss: 0.0311412 | val_loss: 0.0311615 | Time: 1716.04 ms
[2022-04-15 22:02:08 main:574] : INFO : Epoch 1926 | loss: 0.0311412 | val_loss: 0.0311821 | Time: 1732.81 ms
[2022-04-15 22:02:09 main:574] : INFO : Epoch 1927 | loss: 0.031142 | val_loss: 0.0311656 | Time: 1732.42 ms
[2022-04-15 22:02:11 main:574] : INFO : Epoch 1928 | loss: 0.0311372 | val_loss: 0.031168 | Time: 1720.74 ms
[2022-04-15 22:02:13 main:574] : INFO : Epoch 1929 | loss: 0.0311376 | val_loss: 0.0311643 | Time: 1756.15 ms
[2022-04-15 22:02:14 main:574] : INFO : Epoch 1930 | loss: 0.0311362 | val_loss: 0.0311662 | Time: 1732.93 ms
[2022-04-15 22:02:16 main:574] : INFO : Epoch 1931 | loss: 0.0311369 | val_loss: 0.0311707 | Time: 1724.99 ms
[2022-04-15 22:02:18 main:574] : INFO : Epoch 1932 | loss: 0.0311409 | val_loss: 0.0311686 | Time: 1728.33 ms
[2022-04-15 22:02:20 main:574] : INFO : Epoch 1933 | loss: 0.0311431 | val_loss: 0.0311654 | Time: 1715.51 ms
[2022-04-15 22:02:21 main:574] : INFO : Epoch 1934 | loss: 0.0311361 | val_loss: 0.0311651 | Time: 1733.91 ms
[2022-04-15 22:02:23 main:574] : INFO : Epoch 1935 | loss: 0.0311346 | val_loss: 0.0311653 | Time: 1739.97 ms
[2022-04-15 22:02:25 main:574] : INFO : Epoch 1936 | loss: 0.0311364 | val_loss: 0.0311637 | Time: 1716.73 ms
[2022-04-15 22:02:27 main:574] : INFO : Epoch 1937 | loss: 0.031136 | val_loss: 0.0311656 | Time: 1724.95 ms
[2022-04-15 22:02:28 main:574] : INFO : Epoch 1938 | loss: 0.0311411 | val_loss: 0.0311649 | Time: 1720.8 ms
[2022-04-15 22:02:30 main:574] : INFO : Epoch 1939 | loss: 0.0311383 | val_loss: 0.0311629 | Time: 1726.08 ms
[2022-04-15 22:02:32 main:574] : INFO : Epoch 1940 | loss: 0.0311365 | val_loss: 0.0311624 | Time: 1723.71 ms
[2022-04-15 22:02:34 main:574] : INFO : Epoch 1941 | loss: 0.0311408 | val_loss: 0.0311696 | Time: 1745.28 ms
[2022-04-15 22:02:35 main:574] : INFO : Epoch 1942 | loss: 0.0311441 | val_loss: 0.0311646 | Time: 1724.08 ms
[2022-04-15 22:02:37 main:574] : INFO : Epoch 1943 | loss: 0.0311438 | val_loss: 0.0311678 | Time: 1713.57 ms
[2022-04-15 22:02:39 main:574] : INFO : Epoch 1944 | loss: 0.0311399 | val_loss: 0.0311617 | Time: 1737.55 ms
[2022-04-15 22:02:41 main:574] : INFO : Epoch 1945 | loss: 0.0311394 | val_loss: 0.0311666 | Time: 1713.27 ms
[2022-04-15 22:02:42 main:574] : INFO : Epoch 1946 | loss: 0.0311365 | val_loss: 0.0311635 | Time: 1730.46 ms
[2022-04-15 22:02:44 main:574] : INFO : Epoch 1947 | loss: 0.0311376 | val_loss: 0.0311625 | Time: 1722.64 ms
[2022-04-15 22:02:46 main:574] : INFO : Epoch 1948 | loss: 0.0311388 | val_loss: 0.0311649 | Time: 1751.46 ms
[2022-04-15 22:02:48 main:574] : INFO : Epoch 1949 | loss: 0.0311407 | val_loss: 0.0311718 | Time: 1776.61 ms
[2022-04-15 22:02:49 main:574] : INFO : Epoch 1950 | loss: 0.0311393 | val_loss: 0.031166 | Time: 1756.49 ms
[2022-04-15 22:02:51 main:574] : INFO : Epoch 1951 | loss: 0.0311377 | val_loss: 0.0311695 | Time: 1749.19 ms
[2022-04-15 22:02:53 main:574] : INFO : Epoch 1952 | loss: 0.0311372 | val_loss: 0.0311681 | Time: 1733.18 ms
[2022-04-15 22:02:55 main:574] : INFO : Epoch 1953 | loss: 0.0311384 | val_loss: 0.0311672 | Time: 1721.73 ms
[2022-04-15 22:02:56 main:574] : INFO : Epoch 1954 | loss: 0.0311407 | val_loss: 0.0311637 | Time: 1715.77 ms
[2022-04-15 22:02:58 main:574] : INFO : Epoch 1955 | loss: 0.0311417 | val_loss: 0.031164 | Time: 1726.46 ms
[2022-04-15 22:03:00 main:574] : INFO : Epoch 1956 | loss: 0.0311407 | val_loss: 0.0311671 | Time: 1730.19 ms
[2022-04-15 22:03:01 main:574] : INFO : Epoch 1957 | loss: 0.0311464 | val_loss: 0.031177 | Time: 1718.73 ms
[2022-04-15 22:03:03 main:574] : INFO : Epoch 1958 | loss: 0.0311456 | val_loss: 0.0311713 | Time: 1724.62 ms
[2022-04-15 22:03:05 main:574] : INFO : Epoch 1959 | loss: 0.0311397 | val_loss: 0.0311589 | Time: 1711.73 ms
[2022-04-15 22:03:07 main:574] : INFO : Epoch 1960 | loss: 0.031139 | val_loss: 0.031163 | Time: 1730.46 ms
[2022-04-15 22:03:08 main:574] : INFO : Epoch 1961 | loss: 0.0311377 | val_loss: 0.031165 | Time: 1737.31 ms
[2022-04-15 22:03:10 main:574] : INFO : Epoch 1962 | loss: 0.0311369 | val_loss: 0.0311602 | Time: 1718.38 ms
[2022-04-15 22:03:12 main:574] : INFO : Epoch 1963 | loss: 0.0311382 | val_loss: 0.0311587 | Time: 1731.69 ms
[2022-04-15 22:03:14 main:574] : INFO : Epoch 1964 | loss: 0.0311375 | val_loss: 0.0311619 | Time: 1724.45 ms
[2022-04-15 22:03:15 main:574] : INFO : Epoch 1965 | loss: 0.0311341 | val_loss: 0.0311608 | Time: 1724.72 ms
[2022-04-15 22:03:17 main:574] : INFO : Epoch 1966 | loss: 0.0311355 | val_loss: 0.0311635 | Time: 1732.46 ms
[2022-04-15 22:03:19 main:574] : INFO : Epoch 1967 | loss: 0.0311363 | val_loss: 0.0311602 | Time: 1717.98 ms
[2022-04-15 22:03:21 main:574] : INFO : Epoch 1968 | loss: 0.0311418 | val_loss: 0.0311649 | Time: 1720.24 ms
[2022-04-15 22:03:22 main:574] : INFO : Epoch 1969 | loss: 0.0311365 | val_loss: 0.0311629 | Time: 1730.34 ms
[2022-04-15 22:03:24 main:574] : INFO : Epoch 1970 | loss: 0.0311355 | val_loss: 0.0311716 | Time: 1732.03 ms
[2022-04-15 22:03:26 main:574] : INFO : Epoch 1971 | loss: 0.0311376 | val_loss: 0.0311652 | Time: 1734.35 ms
[2022-04-15 22:03:27 main:574] : INFO : Epoch 1972 | loss: 0.0311356 | val_loss: 0.0311614 | Time: 1720.08 ms
[2022-04-15 22:03:29 main:574] : INFO : Epoch 1973 | loss: 0.0311355 | val_loss: 0.0311629 | Time: 1725.11 ms
[2022-04-15 22:03:31 main:574] : INFO : Epoch 1974 | loss: 0.0311341 | val_loss: 0.0311653 | Time: 1744.4 ms
[2022-04-15 22:03:33 main:574] : INFO : Epoch 1975 | loss: 0.0311363 | val_loss: 0.0311645 | Time: 1710.55 ms
[2022-04-15 22:03:34 main:574] : INFO : Epoch 1976 | loss: 0.0311344 | val_loss: 0.0311606 | Time: 1739.83 ms
[2022-04-15 22:03:36 main:574] : INFO : Epoch 1977 | loss: 0.0311323 | val_loss: 0.0311656 | Time: 1751.96 ms
[2022-04-15 22:03:38 main:574] : INFO : Epoch 1978 | loss: 0.0311351 | val_loss: 0.0311661 | Time: 1727.67 ms
[2022-04-15 22:03:40 main:574] : INFO : Epoch 1979 | loss: 0.0311362 | val_loss: 0.0311654 | Time: 1726.44 ms
[2022-04-15 22:03:41 main:574] : INFO : Epoch 1980 | loss: 0.031136 | val_loss: 0.0311678 | Time: 1738.92 ms
[2022-04-15 22:03:43 main:574] : INFO : Epoch 1981 | loss: 0.0311398 | val_loss: 0.0311681 | Time: 1728.04 ms
[2022-04-15 22:03:45 main:574] : INFO : Epoch 1982 | loss: 0.0311371 | val_loss: 0.0311627 | Time: 1734.81 ms
[2022-04-15 22:03:47 main:574] : INFO : Epoch 1983 | loss: 0.0311325 | val_loss: 0.0311661 | Time: 1742.48 ms
[2022-04-15 22:03:48 main:574] : INFO : Epoch 1984 | loss: 0.0311367 | val_loss: 0.031161 | Time: 1727.05 ms
[2022-04-15 22:03:50 main:574] : INFO : Epoch 1985 | loss: 0.0311434 | val_loss: 0.0311636 | Time: 1726.95 ms
[2022-04-15 22:03:52 main:574] : INFO : Epoch 1986 | loss: 0.031144 | val_loss: 0.0311631 | Time: 1721.72 ms
[2022-04-15 22:03:54 main:574] : INFO : Epoch 1987 | loss: 0.0311472 | val_loss: 0.0311672 | Time: 1781.19 ms
[2022-04-15 22:03:55 main:574] : INFO : Epoch 1988 | loss: 0.031144 | val_loss: 0.0311622 | Time: 1750.42 ms
[2022-04-15 22:03:57 main:574] : INFO : Epoch 1989 | loss: 0.0311357 | val_loss: 0.0311631 | Time: 1773.04 ms
[2022-04-15 22:03:59 main:574] : INFO : Epoch 1990 | loss: 0.0311351 | val_loss: 0.0311659 | Time: 1709.56 ms
[2022-04-15 22:04:01 main:574] : INFO : Epoch 1991 | loss: 0.0311335 | val_loss: 0.0311631 | Time: 1739.02 ms
[2022-04-15 22:04:02 main:574] : INFO : Epoch 1992 | loss: 0.0311327 | val_loss: 0.0311638 | Time: 1735.96 ms
[2022-04-15 22:04:04 main:574] : INFO : Epoch 1993 | loss: 0.0311325 | val_loss: 0.0311654 | Time: 1723.36 ms
[2022-04-15 22:04:06 main:574] : INFO : Epoch 1994 | loss: 0.0311344 | val_loss: 0.03117 | Time: 1756.46 ms
[2022-04-15 22:04:08 main:574] : INFO : Epoch 1995 | loss: 0.0311323 | val_loss: 0.0311631 | Time: 1724.45 ms
[2022-04-15 22:04:09 main:574] : INFO : Epoch 1996 | loss: 0.0311322 | val_loss: 0.0311644 | Time: 1731.01 ms
[2022-04-15 22:04:11 main:574] : INFO : Epoch 1997 | loss: 0.0311321 | val_loss: 0.031168 | Time: 1743.48 ms
[2022-04-15 22:04:13 main:574] : INFO : Epoch 1998 | loss: 0.0311319 | val_loss: 0.0311665 | Time: 1726.91 ms
[2022-04-15 22:04:15 main:574] : INFO : Epoch 1999 | loss: 0.0311303 | val_loss: 0.031167 | Time: 1735.02 ms
[2022-04-15 22:04:16 main:574] : INFO : Epoch 2000 | loss: 0.0311326 | val_loss: 0.0311636 | Time: 1721.51 ms
[2022-04-15 22:04:18 main:574] : INFO : Epoch 2001 | loss: 0.0311384 | val_loss: 0.0311855 | Time: 1721.15 ms
[2022-04-15 22:04:20 main:574] : INFO : Epoch 2002 | loss: 0.031139 | val_loss: 0.031165 | Time: 1716.62 ms
[2022-04-15 22:04:22 main:574] : INFO : Epoch 2003 | loss: 0.0311328 | val_loss: 0.031164 | Time: 1734.14 ms
[2022-04-15 22:04:23 main:574] : INFO : Epoch 2004 | loss: 0.0311306 | val_loss: 0.0311716 | Time: 1717.54 ms
[2022-04-15 22:04:25 main:574] : INFO : Epoch 2005 | loss: 0.0311358 | val_loss: 0.0311651 | Time: 1726.8 ms
[2022-04-15 22:04:27 main:574] : INFO : Epoch 2006 | loss: 0.0311315 | val_loss: 0.0311626 | Time: 1723.57 ms
[2022-04-15 22:04:28 main:574] : INFO : Epoch 2007 | loss: 0.0311299 | val_loss: 0.0311715 | Time: 1716.35 ms
[2022-04-15 22:04:30 main:574] : INFO : Epoch 2008 | loss: 0.0311314 | val_loss: 0.0311686 | Time: 1732.94 ms
[2022-04-15 22:04:32 main:574] : INFO : Epoch 2009 | loss: 0.0311293 | val_loss: 0.0311671 | Time: 1713.48 ms
[2022-04-15 22:04:34 main:574] : INFO : Epoch 2010 | loss: 0.0311284 | val_loss: 0.0311688 | Time: 1742.01 ms
[2022-04-15 22:04:35 main:574] : INFO : Epoch 2011 | loss: 0.0311332 | val_loss: 0.0311711 | Time: 1735.27 ms
[2022-04-15 22:04:37 main:574] : INFO : Epoch 2012 | loss: 0.0311318 | val_loss: 0.0311652 | Time: 1719.5 ms
[2022-04-15 22:04:39 main:574] : INFO : Epoch 2013 | loss: 0.0311329 | val_loss: 0.0311744 | Time: 1710.81 ms
[2022-04-15 22:04:41 main:574] : INFO : Epoch 2014 | loss: 0.0311322 | val_loss: 0.031167 | Time: 1720.54 ms
[2022-04-15 22:04:42 main:574] : INFO : Epoch 2015 | loss: 0.0311316 | val_loss: 0.0311654 | Time: 1724.06 ms
[2022-04-15 22:04:44 main:574] : INFO : Epoch 2016 | loss: 0.0311325 | val_loss: 0.0311716 | Time: 1727.66 ms
[2022-04-15 22:04:46 main:574] : INFO : Epoch 2017 | loss: 0.0311299 | val_loss: 0.031167 | Time: 1725.78 ms
[2022-04-15 22:04:48 main:574] : INFO : Epoch 2018 | loss: 0.0311281 | val_loss: 0.03117 | Time: 1740.73 ms
[2022-04-15 22:04:49 main:574] : INFO : Epoch 2019 | loss: 0.0311286 | val_loss: 0.0311668 | Time: 1724.88 ms
[2022-04-15 22:04:51 main:574] : INFO : Epoch 2020 | loss: 0.0311297 | val_loss: 0.0311761 | Time: 1721.43 ms
[2022-04-15 22:04:53 main:574] : INFO : Epoch 2021 | loss: 0.0311319 | val_loss: 0.03117 | Time: 1722 ms
[2022-04-15 22:04:54 main:574] : INFO : Epoch 2022 | loss: 0.0311301 | val_loss: 0.0311722 | Time: 1739.02 ms
[2022-04-15 22:04:56 main:574] : INFO : Epoch 2023 | loss: 0.0311298 | val_loss: 0.0311748 | Time: 1741 ms
[2022-04-15 22:04:58 main:574] : INFO : Epoch 2024 | loss: 0.0311303 | val_loss: 0.031159 | Time: 1748.08 ms
[2022-04-15 22:05:00 main:574] : INFO : Epoch 2025 | loss: 0.0311304 | val_loss: 0.0311683 | Time: 1762.85 ms
[2022-04-15 22:05:02 main:574] : INFO : Epoch 2026 | loss: 0.0311293 | val_loss: 0.0311646 | Time: 1745.96 ms
[2022-04-15 22:05:03 main:574] : INFO : Epoch 2027 | loss: 0.0311288 | val_loss: 0.031165 | Time: 1729.15 ms
[2022-04-15 22:05:05 main:574] : INFO : Epoch 2028 | loss: 0.0311321 | val_loss: 0.03116 | Time: 1722.83 ms
[2022-04-15 22:05:07 main:574] : INFO : Epoch 2029 | loss: 0.031132 | val_loss: 0.0311647 | Time: 1723.72 ms
[2022-04-15 22:05:08 main:574] : INFO : Epoch 2030 | loss: 0.0311313 | val_loss: 0.0311672 | Time: 1727.07 ms
[2022-04-15 22:05:10 main:574] : INFO : Epoch 2031 | loss: 0.0311336 | val_loss: 0.0311622 | Time: 1738.84 ms
[2022-04-15 22:05:12 main:574] : INFO : Epoch 2032 | loss: 0.0311327 | val_loss: 0.0311722 | Time: 1761.39 ms
[2022-04-15 22:05:14 main:574] : INFO : Epoch 2033 | loss: 0.0311289 | val_loss: 0.0311629 | Time: 1725.91 ms
[2022-04-15 22:05:15 main:574] : INFO : Epoch 2034 | loss: 0.0311312 | val_loss: 0.0311651 | Time: 1727.69 ms
[2022-04-15 22:05:17 main:574] : INFO : Epoch 2035 | loss: 0.031129 | val_loss: 0.0311629 | Time: 1742.41 ms
[2022-04-15 22:05:19 main:574] : INFO : Epoch 2036 | loss: 0.0311291 | val_loss: 0.0311652 | Time: 1722.43 ms
[2022-04-15 22:05:21 main:574] : INFO : Epoch 2037 | loss: 0.0311282 | val_loss: 0.0311614 | Time: 1725.23 ms
[2022-04-15 22:05:22 main:574] : INFO : Epoch 2038 | loss: 0.0311271 | val_loss: 0.0311654 | Time: 1731.26 ms
[2022-04-15 22:05:24 main:574] : INFO : Epoch 2039 | loss: 0.0311261 | val_loss: 0.0311653 | Time: 1729.96 ms
[2022-04-15 22:05:26 main:574] : INFO : Epoch 2040 | loss: 0.0311335 | val_loss: 0.0311733 | Time: 1748.83 ms
[2022-04-15 22:05:28 main:574] : INFO : Epoch 2041 | loss: 0.0311358 | val_loss: 0.0311614 | Time: 1726.43 ms
[2022-04-15 22:05:29 main:574] : INFO : Epoch 2042 | loss: 0.0311308 | val_loss: 0.0311715 | Time: 1721.33 ms
[2022-04-15 22:05:31 main:574] : INFO : Epoch 2043 | loss: 0.0311318 | val_loss: 0.0311667 | Time: 1717.77 ms
[2022-04-15 22:05:33 main:574] : INFO : Epoch 2044 | loss: 0.031136 | val_loss: 0.031161 | Time: 1725.5 ms
[2022-04-15 22:05:35 main:574] : INFO : Epoch 2045 | loss: 0.0311308 | val_loss: 0.0311703 | Time: 1728.14 ms
[2022-04-15 22:05:36 main:574] : INFO : Epoch 2046 | loss: 0.0311285 | val_loss: 0.0311626 | Time: 1731.71 ms
[2022-04-15 22:05:38 main:574] : INFO : Epoch 2047 | loss: 0.0311284 | val_loss: 0.0311626 | Time: 1727.71 ms
[2022-04-15 22:05:40 main:574] : INFO : Epoch 2048 | loss: 0.0311251 | val_loss: 0.0311666 | Time: 1714.06 ms
[2022-04-15 22:05:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311666
[2022-04-15 22:05:40 main:603] : INFO : Saving end state to config to file
[2022-04-15 22:05:40 main:608] : INFO : Success, exiting..
22:05:40 (16620): 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)