Task 11609618
| Name | ParityModified-1639956288-7448-3-0_1 |
| Workunit | 8536310 |
| Created | 16 Feb 2022, 18:00:33 UTC |
| Sent | 16 Feb 2022, 21:38:46 UTC |
| Report deadline | 24 Feb 2022, 21:38:46 UTC |
| Received | 4 Mar 2022, 18:54:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16125 |
| Run time | 1 hours 2 min 28 sec |
| CPU time | 57 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,978.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.70 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311414 | val_loss: 0.0311682 | Time: 1661.26 ms [2022-03-04 18:39:41 main:574] : INFO : Epoch 1543 | loss: 0.0311406 | val_loss: 0.0311778 | Time: 1713.36 ms [2022-03-04 18:39:42 main:574] : INFO : Epoch 1544 | loss: 0.0311424 | val_loss: 0.0311697 | Time: 1675.72 ms [2022-03-04 18:39:44 main:574] : INFO : Epoch 1545 | loss: 0.0311429 | val_loss: 0.0311771 | Time: 1603.63 ms [2022-03-04 18:39:46 main:574] : INFO : Epoch 1546 | loss: 0.0311441 | val_loss: 0.0311757 | Time: 1597.63 ms [2022-03-04 18:39:47 main:574] : INFO : Epoch 1547 | loss: 0.0311385 | val_loss: 0.0311712 | Time: 1579.86 ms [2022-03-04 18:39:49 main:574] : INFO : Epoch 1548 | loss: 0.0311386 | val_loss: 0.0311717 | Time: 1673.42 ms [2022-03-04 18:39:51 main:574] : INFO : Epoch 1549 | loss: 0.0311393 | val_loss: 0.0311705 | Time: 1542.74 ms [2022-03-04 18:39:52 main:574] : INFO : Epoch 1550 | loss: 0.0311398 | val_loss: 0.0311749 | Time: 1635.54 ms [2022-03-04 18:39:54 main:574] : INFO : Epoch 1551 | loss: 0.0311403 | val_loss: 0.0311727 | Time: 1614.73 ms [2022-03-04 18:39:56 main:574] : INFO : Epoch 1552 | loss: 0.0311461 | val_loss: 0.0311726 | Time: 1608.67 ms [2022-03-04 18:39:57 main:574] : INFO : Epoch 1553 | loss: 0.0311429 | val_loss: 0.0311746 | Time: 1648.25 ms [2022-03-04 18:39:59 main:574] : INFO : Epoch 1554 | loss: 0.0311414 | val_loss: 0.0311759 | Time: 1725.83 ms [2022-03-04 18:40:01 main:574] : INFO : Epoch 1555 | loss: 0.0311394 | val_loss: 0.0311718 | Time: 1617.35 ms [2022-03-04 18:40:02 main:574] : INFO : Epoch 1556 | loss: 0.0311393 | val_loss: 0.031172 | Time: 1653.63 ms [2022-03-04 18:40:04 main:574] : INFO : Epoch 1557 | loss: 0.0311373 | val_loss: 0.0311689 | Time: 1612.75 ms [2022-03-04 18:40:06 main:574] : INFO : Epoch 1558 | loss: 0.0311374 | val_loss: 0.0311733 | Time: 1546.11 ms [2022-03-04 18:40:07 main:574] : INFO : Epoch 1559 | loss: 0.0311407 | val_loss: 0.0311732 | Time: 1602.04 ms [2022-03-04 18:40:09 main:574] : INFO : Epoch 1560 | loss: 0.0311415 | val_loss: 0.0311746 | Time: 1640.98 ms [2022-03-04 18:40:11 main:574] : INFO : Epoch 1561 | loss: 0.031139 | val_loss: 0.031172 | Time: 1700.32 ms [2022-03-04 18:40:13 main:574] : INFO : Epoch 1562 | loss: 0.0311402 | val_loss: 0.0311708 | Time: 1666.22 ms [2022-03-04 18:40:14 main:574] : INFO : Epoch 1563 | loss: 0.0311376 | val_loss: 0.0311743 | Time: 1611.37 ms [2022-03-04 18:40:16 main:574] : INFO : Epoch 1564 | loss: 0.0311376 | val_loss: 0.0311738 | Time: 1604.99 ms [2022-03-04 18:40:18 main:574] : INFO : Epoch 1565 | loss: 0.0311411 | val_loss: 0.0311723 | Time: 1578.69 ms [2022-03-04 18:40:19 main:574] : INFO : Epoch 1566 | loss: 0.0311363 | val_loss: 0.0311734 | Time: 1583.67 ms [2022-03-04 18:40:21 main:574] : INFO : Epoch 1567 | loss: 0.031135 | val_loss: 0.0311726 | Time: 1657.47 ms [2022-03-04 18:40:23 main:574] : INFO : Epoch 1568 | loss: 0.0311341 | val_loss: 0.0311778 | Time: 1664.96 ms [2022-03-04 18:40:24 main:574] : INFO : Epoch 1569 | loss: 0.0311364 | val_loss: 0.0311764 | Time: 1604.61 ms [2022-03-04 18:40:26 main:574] : INFO : Epoch 1570 | loss: 0.0311416 | val_loss: 0.0311755 | Time: 1641.16 ms [2022-03-04 18:40:28 main:574] : INFO : Epoch 1571 | loss: 0.031141 | val_loss: 0.0311797 | Time: 1614.59 ms [2022-03-04 18:40:29 main:574] : INFO : Epoch 1572 | loss: 0.0311412 | val_loss: 0.031176 | Time: 1633.22 ms [2022-03-04 18:40:31 main:574] : INFO : Epoch 1573 | loss: 0.0311386 | val_loss: 0.0311779 | Time: 1629.01 ms [2022-03-04 18:40:33 main:574] : INFO : Epoch 1574 | loss: 0.0311374 | val_loss: 0.0311748 | Time: 1614.18 ms [2022-03-04 18:40:34 main:574] : INFO : Epoch 1575 | loss: 0.0311369 | val_loss: 0.0311756 | Time: 1652.03 ms [2022-03-04 18:40:36 main:574] : INFO : Epoch 1576 | loss: 0.0311366 | val_loss: 0.0311753 | Time: 1551.29 ms [2022-03-04 18:40:38 main:574] : INFO : Epoch 1577 | loss: 0.0311343 | val_loss: 0.0311741 | Time: 1561.38 ms [2022-03-04 18:40:39 main:574] : INFO : Epoch 1578 | loss: 0.0311337 | val_loss: 0.0311791 | Time: 1552.71 ms [2022-03-04 18:40:41 main:574] : INFO : Epoch 1579 | loss: 0.0311334 | val_loss: 0.0311788 | Time: 1695.45 ms [2022-03-04 18:40:43 main:574] : INFO : Epoch 1580 | loss: 0.0311347 | val_loss: 0.0311769 | Time: 1651.02 ms [2022-03-04 18:40:44 main:574] : INFO : Epoch 1581 | loss: 0.0311359 | val_loss: 0.0311732 | Time: 1570.63 ms [2022-03-04 18:40:46 main:574] : INFO : Epoch 1582 | loss: 0.0311368 | val_loss: 0.0311774 | Time: 1587.19 ms [2022-03-04 18:40:48 main:574] : INFO : Epoch 1583 | loss: 0.0311354 | val_loss: 0.0311822 | Time: 1581.54 ms [2022-03-04 18:40:49 main:574] : INFO : Epoch 1584 | loss: 0.0311338 | val_loss: 0.0311777 | Time: 1592.52 ms [2022-03-04 18:40:51 main:574] : INFO : Epoch 1585 | loss: 0.0311358 | val_loss: 0.0311803 | Time: 1560.8 ms [2022-03-04 18:40:53 main:574] : INFO : Epoch 1586 | loss: 0.0311343 | val_loss: 0.0311853 | Time: 1678.03 ms [2022-03-04 18:40:54 main:574] : INFO : Epoch 1587 | loss: 0.0311367 | val_loss: 0.0311779 | Time: 1701.91 ms [2022-03-04 18:40:56 main:574] : INFO : Epoch 1588 | loss: 0.0311413 | val_loss: 0.031182 | Time: 1591.18 ms [2022-03-04 18:40:58 main:574] : INFO : Epoch 1589 | loss: 0.0311408 | val_loss: 0.0311863 | Time: 1647 ms [2022-03-04 18:40:59 main:574] : INFO : Epoch 1590 | loss: 0.0311401 | val_loss: 0.0311782 | Time: 1602.99 ms [2022-03-04 18:41:01 main:574] : INFO : Epoch 1591 | loss: 0.0311364 | val_loss: 0.0311838 | Time: 1525.6 ms [2022-03-04 18:41:03 main:574] : INFO : Epoch 1592 | loss: 0.0311383 | val_loss: 0.0311765 | Time: 1684.6 ms [2022-03-04 18:41:05 main:574] : INFO : Epoch 1593 | loss: 0.0311338 | val_loss: 0.0311753 | Time: 1607.61 ms [2022-03-04 18:41:06 main:574] : INFO : Epoch 1594 | loss: 0.0311355 | val_loss: 0.0311795 | Time: 1594.79 ms [2022-03-04 18:41:08 main:574] : INFO : Epoch 1595 | loss: 0.0311426 | val_loss: 0.031173 | Time: 1588.03 ms [2022-03-04 18:41:10 main:574] : INFO : Epoch 1596 | loss: 0.0311408 | val_loss: 0.0311808 | Time: 1641.35 ms [2022-03-04 18:41:11 main:574] : INFO : Epoch 1597 | loss: 0.0311393 | val_loss: 0.0311745 | Time: 1542.05 ms [2022-03-04 18:41:13 main:574] : INFO : Epoch 1598 | loss: 0.0311424 | val_loss: 0.0311727 | Time: 1679.23 ms [2022-03-04 18:41:15 main:574] : INFO : Epoch 1599 | loss: 0.0311412 | val_loss: 0.0311795 | Time: 1615.9 ms [2022-03-04 18:41:16 main:574] : INFO : Epoch 1600 | loss: 0.0311417 | val_loss: 0.0311733 | Time: 1617.14 ms [2022-03-04 18:41:18 main:574] : INFO : Epoch 1601 | loss: 0.0311426 | val_loss: 0.031171 | Time: 1597.65 ms [2022-03-04 18:41:20 main:574] : INFO : Epoch 1602 | loss: 0.0311402 | val_loss: 0.0311758 | Time: 1560.79 ms [2022-03-04 18:41:21 main:574] : INFO : Epoch 1603 | loss: 0.0311377 | val_loss: 0.031172 | Time: 1560.86 ms [2022-03-04 18:41:23 main:574] : INFO : Epoch 1604 | loss: 0.0311368 | val_loss: 0.0311724 | Time: 1649.09 ms [2022-03-04 18:41:25 main:574] : INFO : Epoch 1605 | loss: 0.0311368 | val_loss: 0.0311757 | Time: 1672.09 ms [2022-03-04 18:41:26 main:574] : INFO : Epoch 1606 | loss: 0.0311368 | val_loss: 0.0311725 | Time: 1568.4 ms [2022-03-04 18:41:28 main:574] : INFO : Epoch 1607 | loss: 0.0311345 | val_loss: 0.0311762 | Time: 1620.08 ms [2022-03-04 18:41:29 main:574] : INFO : Epoch 1608 | loss: 0.0311354 | val_loss: 0.0311781 | Time: 1560.9 ms [2022-03-04 18:41:31 main:574] : INFO : Epoch 1609 | loss: 0.0311355 | val_loss: 0.0311796 | Time: 1589.46 ms [2022-03-04 18:41:33 main:574] : INFO : Epoch 1610 | loss: 0.0311352 | val_loss: 0.0311765 | Time: 1641.91 ms [2022-03-04 18:41:34 main:574] : INFO : Epoch 1611 | loss: 0.031135 | val_loss: 0.0311739 | Time: 1640.7 ms [2022-03-04 18:41:36 main:574] : INFO : Epoch 1612 | loss: 0.031134 | val_loss: 0.031175 | Time: 1584.32 ms [2022-03-04 18:41:38 main:574] : INFO : Epoch 1613 | loss: 0.0311356 | val_loss: 0.0311713 | Time: 1624.97 ms [2022-03-04 18:41:39 main:574] : INFO : Epoch 1614 | loss: 0.031136 | val_loss: 0.031171 | Time: 1663.69 ms [2022-03-04 18:41:41 main:574] : INFO : Epoch 1615 | loss: 0.0311407 | val_loss: 0.0311708 | Time: 1627.83 ms [2022-03-04 18:41:43 main:574] : INFO : Epoch 1616 | loss: 0.0311448 | val_loss: 0.0311724 | Time: 1583.52 ms [2022-03-04 18:41:45 main:574] : INFO : Epoch 1617 | loss: 0.0311433 | val_loss: 0.0311746 | Time: 1651.3 ms [2022-03-04 18:41:47 main:574] : INFO : Epoch 1618 | loss: 0.0311447 | val_loss: 0.031168 | Time: 1625.07 ms [2022-03-04 18:41:48 main:574] : INFO : Epoch 1619 | loss: 0.0311431 | val_loss: 0.0311763 | Time: 1639.15 ms [2022-03-04 18:41:50 main:574] : INFO : Epoch 1620 | loss: 0.0311402 | val_loss: 0.0311775 | Time: 1572.7 ms [2022-03-04 18:41:52 main:574] : INFO : Epoch 1621 | loss: 0.0311429 | val_loss: 0.0311702 | Time: 1615.26 ms [2022-03-04 18:41:53 main:574] : INFO : Epoch 1622 | loss: 0.0311456 | val_loss: 0.0311702 | Time: 1697.9 ms [2022-03-04 18:41:55 main:574] : INFO : Epoch 1623 | loss: 0.0311409 | val_loss: 0.0311689 | Time: 1698.27 ms [2022-03-04 18:41:57 main:574] : INFO : Epoch 1624 | loss: 0.0311432 | val_loss: 0.0311702 | Time: 1553.83 ms [2022-03-04 18:41:58 main:574] : INFO : Epoch 1625 | loss: 0.0311465 | val_loss: 0.0311735 | Time: 1626.21 ms [2022-03-04 18:42:00 main:574] : INFO : Epoch 1626 | loss: 0.0311513 | val_loss: 0.0311721 | Time: 1640.48 ms [2022-03-04 18:42:02 main:574] : INFO : Epoch 1627 | loss: 0.0311511 | val_loss: 0.0311695 | Time: 1587.75 ms [2022-03-04 18:42:03 main:574] : INFO : Epoch 1628 | loss: 0.0311474 | val_loss: 0.0311725 | Time: 1567.98 ms [2022-03-04 18:42:05 main:574] : INFO : Epoch 1629 | loss: 0.0311458 | val_loss: 0.0311734 | Time: 1683.68 ms [2022-03-04 18:42:07 main:574] : INFO : Epoch 1630 | loss: 0.0311454 | val_loss: 0.0311687 | Time: 1639.19 ms [2022-03-04 18:42:08 main:574] : INFO : Epoch 1631 | loss: 0.0311442 | val_loss: 0.0311701 | Time: 1725.65 ms [2022-03-04 18:42:10 main:574] : INFO : Epoch 1632 | loss: 0.0311436 | val_loss: 0.0311707 | Time: 1579.54 ms [2022-03-04 18:42:12 main:574] : INFO : Epoch 1633 | loss: 0.031145 | val_loss: 0.0311693 | Time: 1548.89 ms [2022-03-04 18:42:13 main:574] : INFO : Epoch 1634 | loss: 0.0311488 | val_loss: 0.0311773 | Time: 1613.58 ms [2022-03-04 18:42:15 main:574] : INFO : Epoch 1635 | loss: 0.0311591 | val_loss: 0.031169 | Time: 1682.55 ms [2022-03-04 18:42:17 main:574] : INFO : Epoch 1636 | loss: 0.0311484 | val_loss: 0.0311673 | Time: 1643.95 ms [2022-03-04 18:42:18 main:574] : INFO : Epoch 1637 | loss: 0.03115 | val_loss: 0.0311668 | Time: 1557.64 ms [2022-03-04 18:42:20 main:574] : INFO : Epoch 1638 | loss: 0.0311596 | val_loss: 0.0311685 | Time: 1615.47 ms [2022-03-04 18:42:22 main:574] : INFO : Epoch 1639 | loss: 0.0311693 | val_loss: 0.0311743 | Time: 1699.13 ms [2022-03-04 18:42:23 main:574] : INFO : Epoch 1640 | loss: 0.0311665 | val_loss: 0.0311686 | Time: 1605.09 ms [2022-03-04 18:42:25 main:574] : INFO : Epoch 1641 | loss: 0.0311623 | val_loss: 0.0311696 | Time: 1689.5 ms [2022-03-04 18:42:27 main:574] : INFO : Epoch 1642 | loss: 0.03116 | val_loss: 0.0311678 | Time: 1585.39 ms [2022-03-04 18:42:29 main:574] : INFO : Epoch 1643 | loss: 0.0311558 | val_loss: 0.0311676 | Time: 1666.58 ms [2022-03-04 18:42:30 main:574] : INFO : Epoch 1644 | loss: 0.0311551 | val_loss: 0.0311724 | Time: 1585.09 ms [2022-03-04 18:42:32 main:574] : INFO : Epoch 1645 | loss: 0.0311543 | val_loss: 0.0311711 | Time: 1575.74 ms [2022-03-04 18:42:34 main:574] : INFO : Epoch 1646 | loss: 0.0311542 | val_loss: 0.0311716 | Time: 1607.98 ms [2022-03-04 18:42:35 main:574] : INFO : Epoch 1647 | loss: 0.0311571 | val_loss: 0.0311726 | Time: 1649.42 ms [2022-03-04 18:42:37 main:574] : INFO : Epoch 1648 | loss: 0.0311516 | val_loss: 0.0311662 | Time: 1855.38 ms [2022-03-04 18:42:39 main:574] : INFO : Epoch 1649 | loss: 0.0311508 | val_loss: 0.0311693 | Time: 1650.55 ms [2022-03-04 18:42:41 main:574] : INFO : Epoch 1650 | loss: 0.0311493 | val_loss: 0.0311692 | Time: 1610.35 ms [2022-03-04 18:42:42 main:574] : INFO : Epoch 1651 | loss: 0.0311492 | val_loss: 0.0311665 | Time: 1620.66 ms [2022-03-04 18:42:44 main:574] : INFO : Epoch 1652 | loss: 0.0311469 | val_loss: 0.0311672 | Time: 1628.21 ms [2022-03-04 18:42:46 main:574] : INFO : Epoch 1653 | loss: 0.0311468 | val_loss: 0.0311682 | Time: 1647.37 ms [2022-03-04 18:42:47 main:574] : INFO : Epoch 1654 | loss: 0.0311477 | val_loss: 0.0311636 | Time: 1600.28 ms [2022-03-04 18:42:49 main:574] : INFO : Epoch 1655 | loss: 0.0311455 | val_loss: 0.031166 | Time: 1644.31 ms [2022-03-04 18:42:51 main:574] : INFO : Epoch 1656 | loss: 0.0311473 | val_loss: 0.0311634 | Time: 1561.65 ms [2022-03-04 18:42:52 main:574] : INFO : Epoch 1657 | loss: 0.0311444 | val_loss: 0.0311654 | Time: 1566.67 ms [2022-03-04 18:42:54 main:574] : INFO : Epoch 1658 | loss: 0.0311434 | val_loss: 0.0311735 | Time: 1650.2 ms [2022-03-04 18:42:56 main:574] : INFO : Epoch 1659 | loss: 0.0311451 | val_loss: 0.0311651 | Time: 1622.58 ms [2022-03-04 18:42:57 main:574] : INFO : Epoch 1660 | loss: 0.0311433 | val_loss: 0.031171 | Time: 1675.59 ms [2022-03-04 18:42:59 main:574] : INFO : Epoch 1661 | loss: 0.0311437 | val_loss: 0.0311622 | Time: 1617.06 ms [2022-03-04 18:43:01 main:574] : INFO : Epoch 1662 | loss: 0.0311416 | val_loss: 0.0311651 | Time: 1582.24 ms [2022-03-04 18:43:03 main:574] : INFO : Epoch 1663 | loss: 0.0311435 | val_loss: 0.031166 | Time: 1630.22 ms [2022-03-04 18:43:04 main:574] : INFO : Epoch 1664 | loss: 0.0311444 | val_loss: 0.0311673 | Time: 1594.59 ms [2022-03-04 18:43:06 main:574] : INFO : Epoch 1665 | loss: 0.0311436 | val_loss: 0.0311674 | Time: 1650.02 ms [2022-03-04 18:43:08 main:574] : INFO : Epoch 1666 | loss: 0.0311421 | val_loss: 0.0311699 | Time: 1719.01 ms [2022-03-04 18:43:10 main:574] : INFO : Epoch 1667 | loss: 0.0311408 | val_loss: 0.0311646 | Time: 1573.55 ms [2022-03-04 18:43:11 main:574] : INFO : Epoch 1668 | loss: 0.0311398 | val_loss: 0.0311707 | Time: 1587.64 ms [2022-03-04 18:43:13 main:574] : INFO : Epoch 1669 | loss: 0.0311391 | val_loss: 0.0311729 | Time: 1607.72 ms [2022-03-04 18:43:14 main:574] : INFO : Epoch 1670 | loss: 0.0311407 | val_loss: 0.0311664 | Time: 1578.25 ms [2022-03-04 18:43:16 main:574] : INFO : Epoch 1671 | loss: 0.0311408 | val_loss: 0.0311718 | Time: 1678.19 ms [2022-03-04 18:43:18 main:574] : INFO : Epoch 1672 | loss: 0.031138 | val_loss: 0.0311652 | Time: 1637.35 ms [2022-03-04 18:43:20 main:574] : INFO : Epoch 1673 | loss: 0.0311393 | val_loss: 0.0311676 | Time: 1591.65 ms [2022-03-04 18:43:21 main:574] : INFO : Epoch 1674 | loss: 0.0311406 | val_loss: 0.0311676 | Time: 1614.27 ms [2022-03-04 18:43:23 main:574] : INFO : Epoch 1675 | loss: 0.0311421 | val_loss: 0.0311685 | Time: 1658.63 ms [2022-03-04 18:43:25 main:574] : INFO : Epoch 1676 | loss: 0.0311412 | val_loss: 0.0311683 | Time: 1594.54 ms [2022-03-04 18:43:26 main:574] : INFO : Epoch 1677 | loss: 0.0311412 | val_loss: 0.0311696 | Time: 1642.24 ms [2022-03-04 18:43:28 main:574] : INFO : Epoch 1678 | loss: 0.03114 | val_loss: 0.0311656 | Time: 1657.56 ms [2022-03-04 18:43:30 main:574] : INFO : Epoch 1679 | loss: 0.0311373 | val_loss: 0.0311679 | Time: 1619.96 ms [2022-03-04 18:43:31 main:574] : INFO : Epoch 1680 | loss: 0.0311359 | val_loss: 0.0311681 | Time: 1569.59 ms [2022-03-04 18:43:33 main:574] : INFO : Epoch 1681 | loss: 0.0311352 | val_loss: 0.0311692 | Time: 1609.54 ms [2022-03-04 18:43:35 main:574] : INFO : Epoch 1682 | loss: 0.0311341 | val_loss: 0.0311694 | Time: 1520.43 ms [2022-03-04 18:43:36 main:574] : INFO : Epoch 1683 | loss: 0.0311329 | val_loss: 0.0311657 | Time: 1687.12 ms [2022-03-04 18:43:38 main:574] : INFO : Epoch 1684 | loss: 0.0311353 | val_loss: 0.0311692 | Time: 1621.5 ms [2022-03-04 18:43:40 main:574] : INFO : Epoch 1685 | loss: 0.0311394 | val_loss: 0.0311725 | Time: 1593.93 ms [2022-03-04 18:43:41 main:574] : INFO : Epoch 1686 | loss: 0.0311426 | val_loss: 0.0311699 | Time: 1624.8 ms [2022-03-04 18:43:43 main:574] : INFO : Epoch 1687 | loss: 0.0311444 | val_loss: 0.0311666 | Time: 1545.06 ms [2022-03-04 18:43:45 main:574] : INFO : Epoch 1688 | loss: 0.0311559 | val_loss: 0.0311711 | Time: 1589.29 ms [2022-03-04 18:43:46 main:574] : INFO : Epoch 1689 | loss: 0.0311585 | val_loss: 0.0311709 | Time: 1699.25 ms [2022-03-04 18:43:48 main:574] : INFO : Epoch 1690 | loss: 0.0311666 | val_loss: 0.0311764 | Time: 1606.59 ms [2022-03-04 18:43:50 main:574] : INFO : Epoch 1691 | loss: 0.0311635 | val_loss: 0.0311766 | Time: 1604.73 ms [2022-03-04 18:43:51 main:574] : INFO : Epoch 1692 | loss: 0.0311627 | val_loss: 0.0311766 | Time: 1679.77 ms [2022-03-04 18:43:53 main:574] : INFO : Epoch 1693 | loss: 0.0311643 | val_loss: 0.0311736 | Time: 1621.99 ms [2022-03-04 18:43:55 main:574] : INFO : Epoch 1694 | loss: 0.0311634 | val_loss: 0.0311745 | Time: 1625.57 ms [2022-03-04 18:43:56 main:574] : INFO : Epoch 1695 | loss: 0.0311608 | val_loss: 0.0311771 | Time: 1634.34 ms [2022-03-04 18:43:58 main:574] : INFO : Epoch 1696 | loss: 0.0311583 | val_loss: 0.0311735 | Time: 1631.86 ms [2022-03-04 18:44:00 main:574] : INFO : Epoch 1697 | loss: 0.0311544 | val_loss: 0.0311732 | Time: 1657.68 ms [2022-03-04 18:44:01 main:574] : INFO : Epoch 1698 | loss: 0.0311525 | val_loss: 0.0311741 | Time: 1558.2 ms [2022-03-04 18:44:03 main:574] : INFO : Epoch 1699 | loss: 0.0311518 | val_loss: 0.0311722 | Time: 1599.91 ms [2022-03-04 18:44:05 main:574] : INFO : Epoch 1700 | loss: 0.0311516 | val_loss: 0.0311765 | Time: 1637.06 ms [2022-03-04 18:44:07 main:574] : INFO : Epoch 1701 | loss: 0.0311489 | val_loss: 0.0311776 | Time: 1662.55 ms [2022-03-04 18:44:08 main:574] : INFO : Epoch 1702 | loss: 0.031147 | val_loss: 0.031179 | Time: 1596.92 ms [2022-03-04 18:44:10 main:574] : INFO : Epoch 1703 | loss: 0.0311465 | val_loss: 0.0311757 | Time: 1653.59 ms [2022-03-04 18:44:12 main:574] : INFO : Epoch 1704 | loss: 0.0311461 | val_loss: 0.0311718 | Time: 1595.14 ms [2022-03-04 18:44:14 main:574] : INFO : Epoch 1705 | loss: 0.0311477 | val_loss: 0.0311754 | Time: 1567.48 ms [2022-03-04 18:44:15 main:574] : INFO : Epoch 1706 | loss: 0.0311462 | val_loss: 0.0311802 | Time: 1602.79 ms [2022-03-04 18:44:17 main:574] : INFO : Epoch 1707 | loss: 0.0311451 | val_loss: 0.0311731 | Time: 1600.48 ms [2022-03-04 18:44:19 main:574] : INFO : Epoch 1708 | loss: 0.0311458 | val_loss: 0.0311754 | Time: 1642.33 ms [2022-03-04 18:44:20 main:574] : INFO : Epoch 1709 | loss: 0.0311465 | val_loss: 0.031177 | Time: 1643.04 ms [2022-03-04 18:44:22 main:574] : INFO : Epoch 1710 | loss: 0.0311479 | val_loss: 0.0311794 | Time: 1679.64 ms [2022-03-04 18:44:24 main:574] : INFO : Epoch 1711 | loss: 0.0311453 | val_loss: 0.0311748 | Time: 1592.27 ms [2022-03-04 18:44:25 main:574] : INFO : Epoch 1712 | loss: 0.031144 | val_loss: 0.0311724 | Time: 1669.13 ms [2022-03-04 18:44:27 main:574] : INFO : Epoch 1713 | loss: 0.0311427 | val_loss: 0.0311719 | Time: 1624.06 ms [2022-03-04 18:44:29 main:574] : INFO : Epoch 1714 | loss: 0.0311428 | val_loss: 0.0311709 | Time: 1637.79 ms [2022-03-04 18:44:31 main:574] : INFO : Epoch 1715 | loss: 0.0311454 | val_loss: 0.031176 | Time: 1594.17 ms [2022-03-04 18:44:32 main:574] : INFO : Epoch 1716 | loss: 0.0311433 | val_loss: 0.0311721 | Time: 1612.95 ms [2022-03-04 18:44:34 main:574] : INFO : Epoch 1717 | loss: 0.0311428 | val_loss: 0.0311789 | Time: 1578.5 ms [2022-03-04 18:44:36 main:574] : INFO : Epoch 1718 | loss: 0.0311437 | val_loss: 0.0311839 | Time: 1671.06 ms [2022-03-04 18:44:37 main:574] : INFO : Epoch 1719 | loss: 0.0311497 | val_loss: 0.0311672 | Time: 1593.59 ms [2022-03-04 18:44:39 main:574] : INFO : Epoch 1720 | loss: 0.0311489 | val_loss: 0.0311704 | Time: 1586.13 ms [2022-03-04 18:44:41 main:574] : INFO : Epoch 1721 | loss: 0.0311486 | val_loss: 0.0311655 | Time: 1584.05 ms [2022-03-04 18:44:42 main:574] : INFO : Epoch 1722 | loss: 0.0311523 | val_loss: 0.0311708 | Time: 1629.94 ms [2022-03-04 18:44:44 main:574] : INFO : Epoch 1723 | loss: 0.0311443 | val_loss: 0.0311683 | Time: 1574.29 ms [2022-03-04 18:44:45 main:574] : INFO : Epoch 1724 | loss: 0.0311437 | val_loss: 0.0311695 | Time: 1565.79 ms [2022-03-04 18:44:47 main:574] : INFO : Epoch 1725 | loss: 0.0311438 | val_loss: 0.0311705 | Time: 1595.04 ms [2022-03-04 18:44:49 main:574] : INFO : Epoch 1726 | loss: 0.0311425 | val_loss: 0.031174 | Time: 1687.61 ms [2022-03-04 18:44:51 main:574] : INFO : Epoch 1727 | loss: 0.0311401 | val_loss: 0.0311723 | Time: 1602.57 ms [2022-03-04 18:44:52 main:574] : INFO : Epoch 1728 | loss: 0.0311386 | val_loss: 0.0311689 | Time: 1661.65 ms [2022-03-04 18:44:54 main:574] : INFO : Epoch 1729 | loss: 0.0311374 | val_loss: 0.031173 | Time: 1647.13 ms [2022-03-04 18:44:56 main:574] : INFO : Epoch 1730 | loss: 0.0311379 | val_loss: 0.0311732 | Time: 1591.19 ms [2022-03-04 18:44:57 main:574] : INFO : Epoch 1731 | loss: 0.0311412 | val_loss: 0.0311809 | Time: 1606.6 ms [2022-03-04 18:44:59 main:574] : INFO : Epoch 1732 | loss: 0.031147 | val_loss: 0.0311858 | Time: 1659.86 ms [2022-03-04 18:45:01 main:574] : INFO : Epoch 1733 | loss: 0.0311409 | val_loss: 0.0311766 | Time: 1605.72 ms [2022-03-04 18:45:02 main:574] : INFO : Epoch 1734 | loss: 0.0311378 | val_loss: 0.0311752 | Time: 1604.46 ms [2022-03-04 18:45:04 main:574] : INFO : Epoch 1735 | loss: 0.0311384 | val_loss: 0.0311739 | Time: 1659.84 ms [2022-03-04 18:45:06 main:574] : INFO : Epoch 1736 | loss: 0.031137 | val_loss: 0.0311712 | Time: 1623.4 ms [2022-03-04 18:45:07 main:574] : INFO : Epoch 1737 | loss: 0.0311374 | val_loss: 0.0311744 | Time: 1579.23 ms [2022-03-04 18:45:09 main:574] : INFO : Epoch 1738 | loss: 0.0311355 | val_loss: 0.0311758 | Time: 1677.34 ms [2022-03-04 18:45:11 main:574] : INFO : Epoch 1739 | loss: 0.0311346 | val_loss: 0.0311709 | Time: 1589.25 ms [2022-03-04 18:45:12 main:574] : INFO : Epoch 1740 | loss: 0.0311364 | val_loss: 0.0311707 | Time: 1624.36 ms [2022-03-04 18:45:14 main:574] : INFO : Epoch 1741 | loss: 0.0311376 | val_loss: 0.0311794 | Time: 1658.13 ms [2022-03-04 18:45:16 main:574] : INFO : Epoch 1742 | loss: 0.0311355 | val_loss: 0.0311724 | Time: 1571.66 ms [2022-03-04 18:45:17 main:574] : INFO : Epoch 1743 | loss: 0.0311332 | val_loss: 0.0311727 | Time: 1648.75 ms [2022-03-04 18:45:19 main:574] : INFO : Epoch 1744 | loss: 0.0311327 | val_loss: 0.0311766 | Time: 1693.67 ms [2022-03-04 18:45:21 main:574] : INFO : Epoch 1745 | loss: 0.0311325 | val_loss: 0.0311754 | Time: 1640.82 ms [2022-03-04 18:45:23 main:574] : INFO : Epoch 1746 | loss: 0.0311329 | val_loss: 0.0311729 | Time: 1590.94 ms [2022-03-04 18:45:24 main:574] : INFO : Epoch 1747 | loss: 0.0311311 | val_loss: 0.0311757 | Time: 1599.86 ms [2022-03-04 18:45:26 main:574] : INFO : Epoch 1748 | loss: 0.0311323 | val_loss: 0.031176 | Time: 1599.6 ms [2022-03-04 18:45:27 main:574] : INFO : Epoch 1749 | loss: 0.0311359 | val_loss: 0.0311718 | Time: 1543.5 ms [2022-03-04 18:45:29 main:574] : INFO : Epoch 1750 | loss: 0.0311362 | val_loss: 0.0311735 | Time: 1592.11 ms [2022-03-04 18:45:31 main:574] : INFO : Epoch 1751 | loss: 0.0311356 | val_loss: 0.0311775 | Time: 1591.32 ms [2022-03-04 18:45:33 main:574] : INFO : Epoch 1752 | loss: 0.0311377 | val_loss: 0.0311806 | Time: 1744.69 ms [2022-03-04 18:45:34 main:574] : INFO : Epoch 1753 | loss: 0.0311369 | val_loss: 0.031179 | Time: 1643.13 ms [2022-03-04 18:45:36 main:574] : INFO : Epoch 1754 | loss: 0.031138 | val_loss: 0.0311797 | Time: 1581.26 ms [2022-03-04 18:45:38 main:574] : INFO : Epoch 1755 | loss: 0.0311344 | val_loss: 0.0311714 | Time: 1617.89 ms [2022-03-04 18:45:39 main:574] : INFO : Epoch 1756 | loss: 0.0311329 | val_loss: 0.0311732 | Time: 1591.89 ms [2022-03-04 18:45:41 main:574] : INFO : Epoch 1757 | loss: 0.0311318 | val_loss: 0.0311794 | Time: 1596.46 ms [2022-03-04 18:45:43 main:574] : INFO : Epoch 1758 | loss: 0.0311332 | val_loss: 0.0311769 | Time: 1552.99 ms [2022-03-04 18:45:44 main:574] : INFO : Epoch 1759 | loss: 0.0311331 | val_loss: 0.0311749 | Time: 1598.53 ms [2022-03-04 18:45:46 main:574] : INFO : Epoch 1760 | loss: 0.0311309 | val_loss: 0.031173 | Time: 1649.11 ms [2022-03-04 18:45:48 main:574] : INFO : Epoch 1761 | loss: 0.03113 | val_loss: 0.0311836 | Time: 1697.29 ms [2022-03-04 18:45:49 main:574] : INFO : Epoch 1762 | loss: 0.0311302 | val_loss: 0.0311716 | Time: 1583.1 ms [2022-03-04 18:45:51 main:574] : INFO : Epoch 1763 | loss: 0.0311315 | val_loss: 0.0311696 | Time: 1610.46 ms [2022-03-04 18:45:53 main:574] : INFO : Epoch 1764 | loss: 0.0311312 | val_loss: 0.031171 | Time: 1608.22 ms [2022-03-04 18:45:54 main:574] : INFO : Epoch 1765 | loss: 0.0311309 | val_loss: 0.0311724 | Time: 1606.65 ms [2022-03-04 18:45:56 main:574] : INFO : Epoch 1766 | loss: 0.0311314 | val_loss: 0.0311745 | Time: 1581.58 ms [2022-03-04 18:45:58 main:574] : INFO : Epoch 1767 | loss: 0.0311301 | val_loss: 0.0311742 | Time: 1586.18 ms [2022-03-04 18:45:59 main:574] : INFO : Epoch 1768 | loss: 0.0311293 | val_loss: 0.031173 | Time: 1645.06 ms [2022-03-04 18:46:01 main:574] : INFO : Epoch 1769 | loss: 0.0311281 | val_loss: 0.0311721 | Time: 1658.68 ms [2022-03-04 18:46:03 main:574] : INFO : Epoch 1770 | loss: 0.0311299 | val_loss: 0.0311738 | Time: 1686.05 ms [2022-03-04 18:46:04 main:574] : INFO : Epoch 1771 | loss: 0.0311291 | val_loss: 0.0311771 | Time: 1624.36 ms [2022-03-04 18:46:06 main:574] : INFO : Epoch 1772 | loss: 0.0311279 | val_loss: 0.0311741 | Time: 1609.75 ms [2022-03-04 18:46:08 main:574] : INFO : Epoch 1773 | loss: 0.0311268 | val_loss: 0.0311765 | Time: 1601.04 ms [2022-03-04 18:46:09 main:574] : INFO : Epoch 1774 | loss: 0.0311257 | val_loss: 0.0311802 | Time: 1583.76 ms [2022-03-04 18:46:11 main:574] : INFO : Epoch 1775 | loss: 0.0311254 | val_loss: 0.031177 | Time: 1664.86 ms [2022-03-04 18:46:13 main:574] : INFO : Epoch 1776 | loss: 0.0311267 | val_loss: 0.0311754 | Time: 1583.11 ms [2022-03-04 18:46:14 main:574] : INFO : Epoch 1777 | loss: 0.0311283 | val_loss: 0.0311768 | Time: 1599.23 ms [2022-03-04 18:46:16 main:574] : INFO : Epoch 1778 | loss: 0.0311281 | val_loss: 0.0311778 | Time: 1762.32 ms [2022-03-04 18:46:18 main:574] : INFO : Epoch 1779 | loss: 0.0311293 | val_loss: 0.0311772 | Time: 1625.39 ms [2022-03-04 18:46:20 main:574] : INFO : Epoch 1780 | loss: 0.0311296 | val_loss: 0.0311721 | Time: 1641.92 ms [2022-03-04 18:46:21 main:574] : INFO : Epoch 1781 | loss: 0.031127 | val_loss: 0.0311763 | Time: 1653.6 ms [2022-03-04 18:46:23 main:574] : INFO : Epoch 1782 | loss: 0.0311284 | val_loss: 0.0311725 | Time: 1687.05 ms [2022-03-04 18:46:25 main:574] : INFO : Epoch 1783 | loss: 0.0311264 | val_loss: 0.0311744 | Time: 1599.53 ms [2022-03-04 18:46:26 main:574] : INFO : Epoch 1784 | loss: 0.0311275 | val_loss: 0.0311744 | Time: 1656.53 ms [2022-03-04 18:46:28 main:574] : INFO : Epoch 1785 | loss: 0.0311272 | val_loss: 0.0311713 | Time: 1547.25 ms [2022-03-04 18:46:30 main:574] : INFO : Epoch 1786 | loss: 0.031126 | val_loss: 0.0311711 | Time: 1640.7 ms [2022-03-04 18:46:31 main:574] : INFO : Epoch 1787 | loss: 0.0311359 | val_loss: 0.0311751 | Time: 1729.34 ms [2022-03-04 18:46:33 main:574] : INFO : Epoch 1788 | loss: 0.0311426 | val_loss: 0.0311691 | Time: 1615.75 ms [2022-03-04 18:46:35 main:574] : INFO : Epoch 1789 | loss: 0.0311384 | val_loss: 0.0311689 | Time: 1627.31 ms [2022-03-04 18:46:36 main:574] : INFO : Epoch 1790 | loss: 0.0311363 | val_loss: 0.0311719 | Time: 1608.65 ms [2022-03-04 18:46:38 main:574] : INFO : Epoch 1791 | loss: 0.0311325 | val_loss: 0.0311803 | Time: 1602.23 ms [2022-03-04 18:46:40 main:574] : INFO : Epoch 1792 | loss: 0.0311314 | val_loss: 0.0311768 | Time: 1568.91 ms [2022-03-04 18:46:41 main:574] : INFO : Epoch 1793 | loss: 0.0311299 | val_loss: 0.0311724 | Time: 1590.1 ms [2022-03-04 18:46:43 main:574] : INFO : Epoch 1794 | loss: 0.0311294 | val_loss: 0.0311743 | Time: 1550.48 ms [2022-03-04 18:46:45 main:574] : INFO : Epoch 1795 | loss: 0.0311254 | val_loss: 0.0311745 | Time: 1616.03 ms [2022-03-04 18:46:46 main:574] : INFO : Epoch 1796 | loss: 0.0311247 | val_loss: 0.0311775 | Time: 1632.82 ms [2022-03-04 18:46:48 main:574] : INFO : Epoch 1797 | loss: 0.0311264 | val_loss: 0.0311822 | Time: 1651.29 ms [2022-03-04 18:46:50 main:574] : INFO : Epoch 1798 | loss: 0.0311277 | val_loss: 0.0311777 | Time: 1608.79 ms [2022-03-04 18:46:51 main:574] : INFO : Epoch 1799 | loss: 0.031125 | val_loss: 0.0311747 | Time: 1628.59 ms [2022-03-04 18:46:53 main:574] : INFO : Epoch 1800 | loss: 0.0311261 | val_loss: 0.0311789 | Time: 1616.49 ms [2022-03-04 18:46:55 main:574] : INFO : Epoch 1801 | loss: 0.0311228 | val_loss: 0.0311844 | Time: 1618.47 ms [2022-03-04 18:46:56 main:574] : INFO : Epoch 1802 | loss: 0.0311231 | val_loss: 0.0311839 | Time: 1635.13 ms [2022-03-04 18:46:58 main:574] : INFO : Epoch 1803 | loss: 0.0311256 | val_loss: 0.0311762 | Time: 1627.58 ms [2022-03-04 18:47:00 main:574] : INFO : Epoch 1804 | loss: 0.031125 | val_loss: 0.0311756 | Time: 1690.29 ms [2022-03-04 18:47:02 main:574] : INFO : Epoch 1805 | loss: 0.031125 | val_loss: 0.0311781 | Time: 1646.39 ms [2022-03-04 18:47:03 main:574] : INFO : Epoch 1806 | loss: 0.0311249 | val_loss: 0.0311804 | Time: 1619.87 ms [2022-03-04 18:47:05 main:574] : INFO : Epoch 1807 | loss: 0.031125 | val_loss: 0.0311844 | Time: 1625.5 ms [2022-03-04 18:47:07 main:574] : INFO : Epoch 1808 | loss: 0.031123 | val_loss: 0.0311695 | Time: 1572.89 ms [2022-03-04 18:47:08 main:574] : INFO : Epoch 1809 | loss: 0.0311261 | val_loss: 0.0311801 | Time: 1601.48 ms [2022-03-04 18:47:10 main:574] : INFO : Epoch 1810 | loss: 0.0311267 | val_loss: 0.031176 | Time: 1537.9 ms [2022-03-04 18:47:11 main:574] : INFO : Epoch 1811 | loss: 0.031125 | val_loss: 0.0311791 | Time: 1636.43 ms [2022-03-04 18:47:13 main:574] : INFO : Epoch 1812 | loss: 0.0311239 | val_loss: 0.0311792 | Time: 1634.7 ms [2022-03-04 18:47:15 main:574] : INFO : Epoch 1813 | loss: 0.0311239 | val_loss: 0.0311796 | Time: 1692.18 ms [2022-03-04 18:47:17 main:574] : INFO : Epoch 1814 | loss: 0.031134 | val_loss: 0.0311674 | Time: 1587.49 ms [2022-03-04 18:47:18 main:574] : INFO : Epoch 1815 | loss: 0.0311405 | val_loss: 0.0311678 | Time: 1671.29 ms [2022-03-04 18:47:20 main:574] : INFO : Epoch 1816 | loss: 0.0311427 | val_loss: 0.031162 | Time: 1653.95 ms [2022-03-04 18:47:22 main:574] : INFO : Epoch 1817 | loss: 0.0311399 | val_loss: 0.0311664 | Time: 1622.08 ms [2022-03-04 18:47:23 main:574] : INFO : Epoch 1818 | loss: 0.0311364 | val_loss: 0.0311665 | Time: 1545.71 ms [2022-03-04 18:47:25 main:574] : INFO : Epoch 1819 | loss: 0.0311355 | val_loss: 0.0311716 | Time: 1620.79 ms [2022-03-04 18:47:27 main:574] : INFO : Epoch 1820 | loss: 0.0311353 | val_loss: 0.0311667 | Time: 1592.04 ms [2022-03-04 18:47:28 main:574] : INFO : Epoch 1821 | loss: 0.0311358 | val_loss: 0.0311746 | Time: 1646.92 ms [2022-03-04 18:47:30 main:574] : INFO : Epoch 1822 | loss: 0.0311336 | val_loss: 0.0311661 | Time: 1604.32 ms [2022-03-04 18:47:32 main:574] : INFO : Epoch 1823 | loss: 0.0311319 | val_loss: 0.0311658 | Time: 1581 ms [2022-03-04 18:47:33 main:574] : INFO : Epoch 1824 | loss: 0.0311344 | val_loss: 0.0311708 | Time: 1619.14 ms [2022-03-04 18:47:35 main:574] : INFO : Epoch 1825 | loss: 0.031136 | val_loss: 0.0311663 | Time: 1557.7 ms [2022-03-04 18:47:37 main:574] : INFO : Epoch 1826 | loss: 0.0311358 | val_loss: 0.0311712 | Time: 1596.01 ms [2022-03-04 18:47:38 main:574] : INFO : Epoch 1827 | loss: 0.0311352 | val_loss: 0.0311702 | Time: 1582.2 ms [2022-03-04 18:47:40 main:574] : INFO : Epoch 1828 | loss: 0.0311347 | val_loss: 0.0311685 | Time: 1625.92 ms [2022-03-04 18:47:42 main:574] : INFO : Epoch 1829 | loss: 0.0311372 | val_loss: 0.0311729 | Time: 1588.61 ms [2022-03-04 18:47:43 main:574] : INFO : Epoch 1830 | loss: 0.0311344 | val_loss: 0.031165 | Time: 1768.48 ms [2022-03-04 18:47:45 main:574] : INFO : Epoch 1831 | loss: 0.0311332 | val_loss: 0.031166 | Time: 1609.92 ms [2022-03-04 18:47:47 main:574] : INFO : Epoch 1832 | loss: 0.0311319 | val_loss: 0.0311676 | Time: 1621.89 ms [2022-03-04 18:47:48 main:574] : INFO : Epoch 1833 | loss: 0.0311301 | val_loss: 0.0311681 | Time: 1559.64 ms [2022-03-04 18:47:50 main:574] : INFO : Epoch 1834 | loss: 0.0311325 | val_loss: 0.0311773 | Time: 1705.82 ms [2022-03-04 18:47:52 main:574] : INFO : Epoch 1835 | loss: 0.0311315 | val_loss: 0.0311724 | Time: 1621.56 ms [2022-03-04 18:47:53 main:574] : INFO : Epoch 1836 | loss: 0.0311347 | val_loss: 0.0311706 | Time: 1677.84 ms [2022-03-04 18:47:55 main:574] : INFO : Epoch 1837 | loss: 0.0311322 | val_loss: 0.0311712 | Time: 1573.47 ms [2022-03-04 18:47:57 main:574] : INFO : Epoch 1838 | loss: 0.0311311 | val_loss: 0.0311682 | Time: 1623.01 ms [2022-03-04 18:47:59 main:574] : INFO : Epoch 1839 | loss: 0.0311421 | val_loss: 0.0311716 | Time: 1755.26 ms [2022-03-04 18:48:00 main:574] : INFO : Epoch 1840 | loss: 0.0311402 | val_loss: 0.0311772 | Time: 1683.42 ms [2022-03-04 18:48:02 main:574] : INFO : Epoch 1841 | loss: 0.0311361 | val_loss: 0.0311773 | Time: 1642.77 ms [2022-03-04 18:48:04 main:574] : INFO : Epoch 1842 | loss: 0.031136 | val_loss: 0.0311774 | Time: 1641.74 ms [2022-03-04 18:48:06 main:574] : INFO : Epoch 1843 | loss: 0.0311343 | val_loss: 0.0311844 | Time: 1611.67 ms [2022-03-04 18:48:07 main:574] : INFO : Epoch 1844 | loss: 0.0311319 | val_loss: 0.0311743 | Time: 1556.11 ms [2022-03-04 18:48:09 main:574] : INFO : Epoch 1845 | loss: 0.0311319 | val_loss: 0.0311755 | Time: 1553.83 ms [2022-03-04 18:48:10 main:574] : INFO : Epoch 1846 | loss: 0.0311305 | val_loss: 0.031175 | Time: 1527.83 ms [2022-03-04 18:48:12 main:574] : INFO : Epoch 1847 | loss: 0.0311284 | val_loss: 0.0311776 | Time: 1721.86 ms [2022-03-04 18:48:14 main:574] : INFO : Epoch 1848 | loss: 0.0311298 | val_loss: 0.0311784 | Time: 1660.18 ms [2022-03-04 18:48:15 main:574] : INFO : Epoch 1849 | loss: 0.0311277 | val_loss: 0.0311763 | Time: 1595.53 ms [2022-03-04 18:48:17 main:574] : INFO : Epoch 1850 | loss: 0.0311343 | val_loss: 0.031182 | Time: 1642 ms [2022-03-04 18:48:19 main:574] : INFO : Epoch 1851 | loss: 0.0311356 | val_loss: 0.0311752 | Time: 1629.41 ms [2022-03-04 18:48:20 main:574] : INFO : Epoch 1852 | loss: 0.0311379 | val_loss: 0.0311735 | Time: 1582.63 ms [2022-03-04 18:48:22 main:574] : INFO : Epoch 1853 | loss: 0.0311333 | val_loss: 0.0311754 | Time: 1607.4 ms [2022-03-04 18:48:24 main:574] : INFO : Epoch 1854 | loss: 0.0311314 | val_loss: 0.0311734 | Time: 1640.45 ms [2022-03-04 18:48:25 main:574] : INFO : Epoch 1855 | loss: 0.031132 | val_loss: 0.0311764 | Time: 1597.39 ms [2022-03-04 18:48:27 main:574] : INFO : Epoch 1856 | loss: 0.031129 | val_loss: 0.0311804 | Time: 1711.36 ms [2022-03-04 18:48:29 main:574] : INFO : Epoch 1857 | loss: 0.0311387 | val_loss: 0.0311771 | Time: 1615.84 ms [2022-03-04 18:48:31 main:574] : INFO : Epoch 1858 | loss: 0.0311421 | val_loss: 0.0311789 | Time: 1598.86 ms [2022-03-04 18:48:32 main:574] : INFO : Epoch 1859 | loss: 0.0311381 | val_loss: 0.0311737 | Time: 1653.16 ms [2022-03-04 18:48:34 main:574] : INFO : Epoch 1860 | loss: 0.0311303 | val_loss: 0.0311735 | Time: 1646.46 ms [2022-03-04 18:48:36 main:574] : INFO : Epoch 1861 | loss: 0.0311307 | val_loss: 0.0311709 | Time: 1613.18 ms [2022-03-04 18:48:37 main:574] : INFO : Epoch 1862 | loss: 0.031129 | val_loss: 0.0311725 | Time: 1582.54 ms [2022-03-04 18:48:39 main:574] : INFO : Epoch 1863 | loss: 0.0311332 | val_loss: 0.0311685 | Time: 1654.55 ms [2022-03-04 18:48:41 main:574] : INFO : Epoch 1864 | loss: 0.031131 | val_loss: 0.0311777 | Time: 1581.94 ms [2022-03-04 18:48:42 main:574] : INFO : Epoch 1865 | loss: 0.0311292 | val_loss: 0.031173 | Time: 1749.42 ms [2022-03-04 18:48:44 main:574] : INFO : Epoch 1866 | loss: 0.0311287 | val_loss: 0.0311778 | Time: 1586.01 ms [2022-03-04 18:48:46 main:574] : INFO : Epoch 1867 | loss: 0.0311288 | val_loss: 0.0311678 | Time: 1633.04 ms [2022-03-04 18:48:47 main:574] : INFO : Epoch 1868 | loss: 0.0311299 | val_loss: 0.0311738 | Time: 1611.03 ms [2022-03-04 18:48:49 main:574] : INFO : Epoch 1869 | loss: 0.0311301 | val_loss: 0.0311742 | Time: 1593.65 ms [2022-03-04 18:48:51 main:574] : INFO : Epoch 1870 | loss: 0.0311262 | val_loss: 0.031169 | Time: 1639.86 ms [2022-03-04 18:48:52 main:574] : INFO : Epoch 1871 | loss: 0.0311254 | val_loss: 0.0311768 | Time: 1564.61 ms [2022-03-04 18:48:54 main:574] : INFO : Epoch 1872 | loss: 0.0311246 | val_loss: 0.0311741 | Time: 1764.46 ms [2022-03-04 18:48:56 main:574] : INFO : Epoch 1873 | loss: 0.0311268 | val_loss: 0.0311741 | Time: 1689.25 ms [2022-03-04 18:48:57 main:574] : INFO : Epoch 1874 | loss: 0.031127 | val_loss: 0.0311741 | Time: 1637.68 ms [2022-03-04 18:48:59 main:574] : INFO : Epoch 1875 | loss: 0.0311252 | val_loss: 0.0311711 | Time: 1613.84 ms [2022-03-04 18:49:01 main:574] : INFO : Epoch 1876 | loss: 0.0311243 | val_loss: 0.0311749 | Time: 1635.76 ms [2022-03-04 18:49:02 main:574] : INFO : Epoch 1877 | loss: 0.0311228 | val_loss: 0.0311734 | Time: 1638.63 ms [2022-03-04 18:49:04 main:574] : INFO : Epoch 1878 | loss: 0.0311216 | val_loss: 0.0311786 | Time: 1708.49 ms [2022-03-04 18:49:06 main:574] : INFO : Epoch 1879 | loss: 0.0311231 | val_loss: 0.0311723 | Time: 1570.37 ms [2022-03-04 18:49:07 main:574] : INFO : Epoch 1880 | loss: 0.0311245 | val_loss: 0.0311707 | Time: 1579.79 ms [2022-03-04 18:49:09 main:574] : INFO : Epoch 1881 | loss: 0.0311291 | val_loss: 0.0311726 | Time: 1608.56 ms [2022-03-04 18:49:11 main:574] : INFO : Epoch 1882 | loss: 0.0311312 | val_loss: 0.0311736 | Time: 1712.22 ms [2022-03-04 18:49:13 main:574] : INFO : Epoch 1883 | loss: 0.0311303 | val_loss: 0.0311692 | Time: 1557.72 ms [2022-03-04 18:49:14 main:574] : INFO : Epoch 1884 | loss: 0.0311296 | val_loss: 0.0311718 | Time: 1647.41 ms [2022-03-04 18:49:16 main:574] : INFO : Epoch 1885 | loss: 0.031128 | val_loss: 0.031169 | Time: 1609.15 ms [2022-03-04 18:49:18 main:574] : INFO : Epoch 1886 | loss: 0.0311255 | val_loss: 0.0311713 | Time: 1592.26 ms [2022-03-04 18:49:19 main:574] : INFO : Epoch 1887 | loss: 0.0311245 | val_loss: 0.0311709 | Time: 1634.65 ms [2022-03-04 18:49:21 main:574] : INFO : Epoch 1888 | loss: 0.0311259 | val_loss: 0.0311749 | Time: 1611.78 ms [2022-03-04 18:49:23 main:574] : INFO : Epoch 1889 | loss: 0.0311235 | val_loss: 0.0311681 | Time: 1669.32 ms [2022-03-04 18:49:25 main:574] : INFO : Epoch 1890 | loss: 0.0311285 | val_loss: 0.0311767 | Time: 1763.13 ms [2022-03-04 18:49:27 main:574] : INFO : Epoch 1891 | loss: 0.0311258 | val_loss: 0.0311695 | Time: 1564.16 ms [2022-03-04 18:49:28 main:574] : INFO : Epoch 1892 | loss: 0.0311304 | val_loss: 0.031173 | Time: 1601.45 ms [2022-03-04 18:49:30 main:574] : INFO : Epoch 1893 | loss: 0.0311329 | val_loss: 0.0311711 | Time: 1628.11 ms [2022-03-04 18:49:32 main:574] : INFO : Epoch 1894 | loss: 0.0311314 | val_loss: 0.031177 | Time: 1590.23 ms [2022-03-04 18:49:33 main:574] : INFO : Epoch 1895 | loss: 0.0311347 | val_loss: 0.0311691 | Time: 1608.5 ms [2022-03-04 18:49:35 main:574] : INFO : Epoch 1896 | loss: 0.0311315 | val_loss: 0.0311785 | Time: 1673.93 ms [2022-03-04 18:49:37 main:574] : INFO : Epoch 1897 | loss: 0.0311343 | val_loss: 0.0311679 | Time: 1571.88 ms [2022-03-04 18:49:38 main:574] : INFO : Epoch 1898 | loss: 0.031137 | val_loss: 0.0311705 | Time: 1618.59 ms [2022-03-04 18:49:40 main:574] : INFO : Epoch 1899 | loss: 0.0311374 | val_loss: 0.0311716 | Time: 1620.78 ms [2022-03-04 18:49:41 main:574] : INFO : Epoch 1900 | loss: 0.0311344 | val_loss: 0.0311666 | Time: 1589.2 ms [2022-03-04 18:49:43 main:574] : INFO : Epoch 1901 | loss: 0.0311327 | val_loss: 0.0311684 | Time: 1582.6 ms [2022-03-04 18:49:45 main:574] : INFO : Epoch 1902 | loss: 0.0311324 | val_loss: 0.031166 | Time: 1564.21 ms [2022-03-04 18:49:46 main:574] : INFO : Epoch 1903 | loss: 0.0311409 | val_loss: 0.0311671 | Time: 1672.09 ms [2022-03-04 18:49:48 main:574] : INFO : Epoch 1904 | loss: 0.0311398 | val_loss: 0.0311652 | Time: 1578.57 ms [2022-03-04 18:49:50 main:574] : INFO : Epoch 1905 | loss: 0.031138 | val_loss: 0.0311649 | Time: 1601.53 ms [2022-03-04 18:49:51 main:574] : INFO : Epoch 1906 | loss: 0.0311362 | val_loss: 0.0311632 | Time: 1603.73 ms [2022-03-04 18:49:53 main:574] : INFO : Epoch 1907 | loss: 0.0311341 | val_loss: 0.0311684 | Time: 1599.44 ms [2022-03-04 18:49:55 main:574] : INFO : Epoch 1908 | loss: 0.0311323 | val_loss: 0.0311621 | Time: 1646.89 ms [2022-03-04 18:49:57 main:574] : INFO : Epoch 1909 | loss: 0.0311315 | val_loss: 0.0311627 | Time: 1700.73 ms [2022-03-04 18:49:58 main:574] : INFO : Epoch 1910 | loss: 0.0311296 | val_loss: 0.0311711 | Time: 1587.35 ms [2022-03-04 18:50:00 main:574] : INFO : Epoch 1911 | loss: 0.0311297 | val_loss: 0.0311644 | Time: 1605.81 ms [2022-03-04 18:50:01 main:574] : INFO : Epoch 1912 | loss: 0.0311324 | val_loss: 0.0311711 | Time: 1570.02 ms [2022-03-04 18:50:03 main:574] : INFO : Epoch 1913 | loss: 0.0311348 | val_loss: 0.0311707 | Time: 1571.79 ms [2022-03-04 18:50:05 main:574] : INFO : Epoch 1914 | loss: 0.0311342 | val_loss: 0.0311698 | Time: 1628.3 ms [2022-03-04 18:50:06 main:574] : INFO : Epoch 1915 | loss: 0.0311315 | val_loss: 0.0311696 | Time: 1657.28 ms [2022-03-04 18:50:08 main:574] : INFO : Epoch 1916 | loss: 0.0311305 | val_loss: 0.0311755 | Time: 1751.7 ms [2022-03-04 18:50:10 main:574] : INFO : Epoch 1917 | loss: 0.0311293 | val_loss: 0.0311739 | Time: 1606.52 ms [2022-03-04 18:50:12 main:574] : INFO : Epoch 1918 | loss: 0.0311296 | val_loss: 0.0311789 | Time: 1626.35 ms [2022-03-04 18:50:13 main:574] : INFO : Epoch 1919 | loss: 0.0311273 | val_loss: 0.0311733 | Time: 1668.57 ms [2022-03-04 18:50:15 main:574] : INFO : Epoch 1920 | loss: 0.0311281 | val_loss: 0.0311691 | Time: 1634.58 ms [2022-03-04 18:50:17 main:574] : INFO : Epoch 1921 | loss: 0.0311294 | val_loss: 0.031177 | Time: 1864.98 ms [2022-03-04 18:50:19 main:574] : INFO : Epoch 1922 | loss: 0.0311321 | val_loss: 0.0311806 | Time: 1633.77 ms [2022-03-04 18:50:20 main:574] : INFO : Epoch 1923 | loss: 0.0311393 | val_loss: 0.0312314 | Time: 1606.63 ms [2022-03-04 18:50:22 main:574] : INFO : Epoch 1924 | loss: 0.0318062 | val_loss: 0.0315221 | Time: 1550.13 ms [2022-03-04 18:50:24 main:574] : INFO : Epoch 1925 | loss: 0.0320059 | val_loss: 0.0314412 | Time: 1732.4 ms [2022-03-04 18:50:25 main:574] : INFO : Epoch 1926 | loss: 0.0313181 | val_loss: 0.0312442 | Time: 1595.27 ms [2022-03-04 18:50:27 main:574] : INFO : Epoch 1927 | loss: 0.0312114 | val_loss: 0.0311799 | Time: 1614.83 ms [2022-03-04 18:50:29 main:574] : INFO : Epoch 1928 | loss: 0.0311713 | val_loss: 0.0311684 | Time: 1584.52 ms [2022-03-04 18:50:30 main:574] : INFO : Epoch 1929 | loss: 0.0311553 | val_loss: 0.0311702 | Time: 1646.33 ms [2022-03-04 18:50:32 main:574] : INFO : Epoch 1930 | loss: 0.0311447 | val_loss: 0.0311684 | Time: 1600.68 ms [2022-03-04 18:50:34 main:574] : INFO : Epoch 1931 | loss: 0.0311394 | val_loss: 0.0311693 | Time: 1626.44 ms [2022-03-04 18:50:35 main:574] : INFO : Epoch 1932 | loss: 0.0311367 | val_loss: 0.0311658 | Time: 1563.89 ms [2022-03-04 18:50:37 main:574] : INFO : Epoch 1933 | loss: 0.0311351 | val_loss: 0.0311714 | Time: 1718.07 ms [2022-03-04 18:50:39 main:574] : INFO : Epoch 1934 | loss: 0.0311339 | val_loss: 0.0311701 | Time: 1669.83 ms [2022-03-04 18:50:41 main:574] : INFO : Epoch 1935 | loss: 0.0311354 | val_loss: 0.031165 | Time: 1627.8 ms [2022-03-04 18:50:42 main:574] : INFO : Epoch 1936 | loss: 0.0311335 | val_loss: 0.0311685 | Time: 1640.81 ms [2022-03-04 18:50:44 main:574] : INFO : Epoch 1937 | loss: 0.0311494 | val_loss: 0.0311667 | Time: 1660.68 ms [2022-03-04 18:50:46 main:574] : INFO : Epoch 1938 | loss: 0.0311535 | val_loss: 0.0311716 | Time: 1638.38 ms [2022-03-04 18:50:47 main:574] : INFO : Epoch 1939 | loss: 0.0311578 | val_loss: 0.0311715 | Time: 1579.33 ms [2022-03-04 18:50:49 main:574] : INFO : Epoch 1940 | loss: 0.0311576 | val_loss: 0.0311709 | Time: 1690.69 ms [2022-03-04 18:50:51 main:574] : INFO : Epoch 1941 | loss: 0.0311554 | val_loss: 0.0311703 | Time: 1601.33 ms [2022-03-04 18:50:52 main:574] : INFO : Epoch 1942 | loss: 0.0311582 | val_loss: 0.0311744 | Time: 1640.29 ms [2022-03-04 18:50:54 main:574] : INFO : Epoch 1943 | loss: 0.0311715 | val_loss: 0.0311824 | Time: 1632.32 ms [2022-03-04 18:50:56 main:574] : INFO : Epoch 1944 | loss: 0.0311873 | val_loss: 0.031196 | Time: 1574.04 ms [2022-03-04 18:50:57 main:574] : INFO : Epoch 1945 | loss: 0.0311967 | val_loss: 0.0311949 | Time: 1604.03 ms [2022-03-04 18:50:59 main:574] : INFO : Epoch 1946 | loss: 0.0311912 | val_loss: 0.0311875 | Time: 1646.13 ms [2022-03-04 18:51:01 main:574] : INFO : Epoch 1947 | loss: 0.0311827 | val_loss: 0.0311833 | Time: 1617.32 ms [2022-03-04 18:51:02 main:574] : INFO : Epoch 1948 | loss: 0.0311787 | val_loss: 0.0311817 | Time: 1616.59 ms [2022-03-04 18:51:04 main:574] : INFO : Epoch 1949 | loss: 0.031173 | val_loss: 0.0311808 | Time: 1626.7 ms [2022-03-04 18:51:06 main:574] : INFO : Epoch 1950 | loss: 0.0311698 | val_loss: 0.0311799 | Time: 1550.49 ms [2022-03-04 18:51:07 main:574] : INFO : Epoch 1951 | loss: 0.0311696 | val_loss: 0.0311792 | Time: 1619.09 ms [2022-03-04 18:51:09 main:574] : INFO : Epoch 1952 | loss: 0.0311687 | val_loss: 0.0311798 | Time: 1704.22 ms [2022-03-04 18:51:11 main:574] : INFO : Epoch 1953 | loss: 0.0311655 | val_loss: 0.0311817 | Time: 1607.05 ms [2022-03-04 18:51:13 main:574] : INFO : Epoch 1954 | loss: 0.0311646 | val_loss: 0.0311831 | Time: 1551.51 ms [2022-03-04 18:51:14 main:574] : INFO : Epoch 1955 | loss: 0.0311629 | val_loss: 0.0311831 | Time: 1581.69 ms [2022-03-04 18:51:16 main:574] : INFO : Epoch 1956 | loss: 0.0311617 | val_loss: 0.0311828 | Time: 1607.63 ms [2022-03-04 18:51:18 main:574] : INFO : Epoch 1957 | loss: 0.031164 | val_loss: 0.0311806 | Time: 1627.7 ms [2022-03-04 18:51:19 main:574] : INFO : Epoch 1958 | loss: 0.0311621 | val_loss: 0.0311808 | Time: 1599.41 ms [2022-03-04 18:51:21 main:574] : INFO : Epoch 1959 | loss: 0.0311617 | val_loss: 0.0311792 | Time: 1611.85 ms [2022-03-04 18:51:23 main:574] : INFO : Epoch 1960 | loss: 0.0311636 | val_loss: 0.031183 | Time: 1734.57 ms [2022-03-04 18:51:25 main:574] : INFO : Epoch 1961 | loss: 0.0311634 | val_loss: 0.0311784 | Time: 1577.39 ms [2022-03-04 18:51:26 main:574] : INFO : Epoch 1962 | loss: 0.0311615 | val_loss: 0.0311841 | Time: 1635.8 ms [2022-03-04 18:51:28 main:574] : INFO : Epoch 1963 | loss: 0.0311636 | val_loss: 0.0311857 | Time: 1651.85 ms [2022-03-04 18:51:30 main:574] : INFO : Epoch 1964 | loss: 0.0311627 | val_loss: 0.0311775 | Time: 1586.69 ms [2022-03-04 18:51:31 main:574] : INFO : Epoch 1965 | loss: 0.0311573 | val_loss: 0.0311772 | Time: 1629.05 ms [2022-03-04 18:51:33 main:574] : INFO : Epoch 1966 | loss: 0.0311572 | val_loss: 0.0311777 | Time: 1640.94 ms [2022-03-04 18:51:34 main:574] : INFO : Epoch 1967 | loss: 0.0311561 | val_loss: 0.0311788 | Time: 1550.08 ms [2022-03-04 18:51:36 main:574] : INFO : Epoch 1968 | loss: 0.0311557 | val_loss: 0.0311803 | Time: 1619.45 ms [2022-03-04 18:51:38 main:574] : INFO : Epoch 1969 | loss: 0.0311553 | val_loss: 0.0311786 | Time: 1715.53 ms [2022-03-04 18:51:40 main:574] : INFO : Epoch 1970 | loss: 0.031152 | val_loss: 0.0311752 | Time: 1554.57 ms [2022-03-04 18:51:41 main:574] : INFO : Epoch 1971 | loss: 0.0311526 | val_loss: 0.0311765 | Time: 1632.94 ms [2022-03-04 18:51:43 main:574] : INFO : Epoch 1972 | loss: 0.0311527 | val_loss: 0.0311776 | Time: 1560.65 ms [2022-03-04 18:51:45 main:574] : INFO : Epoch 1973 | loss: 0.0311542 | val_loss: 0.031191 | Time: 1584.39 ms [2022-03-04 18:51:46 main:574] : INFO : Epoch 1974 | loss: 0.0311593 | val_loss: 0.0311789 | Time: 1568.76 ms [2022-03-04 18:51:48 main:574] : INFO : Epoch 1975 | loss: 0.0311511 | val_loss: 0.0311812 | Time: 1744.8 ms [2022-03-04 18:51:50 main:574] : INFO : Epoch 1976 | loss: 0.0311503 | val_loss: 0.0311761 | Time: 1588.52 ms [2022-03-04 18:51:51 main:574] : INFO : Epoch 1977 | loss: 0.0311501 | val_loss: 0.0311866 | Time: 1615.52 ms [2022-03-04 18:51:53 main:574] : INFO : Epoch 1978 | loss: 0.0311512 | val_loss: 0.0311828 | Time: 1686.15 ms [2022-03-04 18:51:55 main:574] : INFO : Epoch 1979 | loss: 0.0311487 | val_loss: 0.0311854 | Time: 1571.75 ms [2022-03-04 18:51:56 main:574] : INFO : Epoch 1980 | loss: 0.0311492 | val_loss: 0.031179 | Time: 1619.75 ms [2022-03-04 18:51:58 main:574] : INFO : Epoch 1981 | loss: 0.0311473 | val_loss: 0.03118 | Time: 1623.46 ms [2022-03-04 18:52:00 main:574] : INFO : Epoch 1982 | loss: 0.0311459 | val_loss: 0.0311824 | Time: 1642.62 ms [2022-03-04 18:52:01 main:574] : INFO : Epoch 1983 | loss: 0.0311472 | val_loss: 0.0311798 | Time: 1643.63 ms [2022-03-04 18:52:03 main:574] : INFO : Epoch 1984 | loss: 0.0311458 | val_loss: 0.0311773 | Time: 1570.53 ms [2022-03-04 18:52:05 main:574] : INFO : Epoch 1985 | loss: 0.0311446 | val_loss: 0.0311787 | Time: 1582.64 ms [2022-03-04 18:52:06 main:574] : INFO : Epoch 1986 | loss: 0.0311445 | val_loss: 0.0311826 | Time: 1599.02 ms [2022-03-04 18:52:08 main:574] : INFO : Epoch 1987 | loss: 0.0311493 | val_loss: 0.0311778 | Time: 1680.82 ms [2022-03-04 18:52:10 main:574] : INFO : Epoch 1988 | loss: 0.0311505 | val_loss: 0.031173 | Time: 1609.39 ms [2022-03-04 18:52:11 main:574] : INFO : Epoch 1989 | loss: 0.0311512 | val_loss: 0.0311763 | Time: 1660.17 ms [2022-03-04 18:52:13 main:574] : INFO : Epoch 1990 | loss: 0.0311499 | val_loss: 0.0311803 | Time: 1630.48 ms [2022-03-04 18:52:15 main:574] : INFO : Epoch 1991 | loss: 0.0311466 | val_loss: 0.0311806 | Time: 1585.99 ms [2022-03-04 18:52:16 main:574] : INFO : Epoch 1992 | loss: 0.0311463 | val_loss: 0.031181 | Time: 1614.49 ms [2022-03-04 18:52:18 main:574] : INFO : Epoch 1993 | loss: 0.0311445 | val_loss: 0.0311796 | Time: 1619.7 ms [2022-03-04 18:52:20 main:574] : INFO : Epoch 1994 | loss: 0.0311425 | val_loss: 0.0311803 | Time: 1683.45 ms [2022-03-04 18:52:22 main:574] : INFO : Epoch 1995 | loss: 0.0311423 | val_loss: 0.0311791 | Time: 1604.66 ms [2022-03-04 18:52:23 main:574] : INFO : Epoch 1996 | loss: 0.0311437 | val_loss: 0.0311836 | Time: 1716.59 ms [2022-03-04 18:52:25 main:574] : INFO : Epoch 1997 | loss: 0.0311505 | val_loss: 0.0311803 | Time: 1596.61 ms [2022-03-04 18:52:27 main:574] : INFO : Epoch 1998 | loss: 0.0311502 | val_loss: 0.0311802 | Time: 1560.43 ms [2022-03-04 18:52:28 main:574] : INFO : Epoch 1999 | loss: 0.0311479 | val_loss: 0.0311789 | Time: 1657.08 ms [2022-03-04 18:52:30 main:574] : INFO : Epoch 2000 | loss: 0.0311457 | val_loss: 0.0311822 | Time: 1602.72 ms [2022-03-04 18:52:32 main:574] : INFO : Epoch 2001 | loss: 0.0311451 | val_loss: 0.0311788 | Time: 1596.42 ms [2022-03-04 18:52:33 main:574] : INFO : Epoch 2002 | loss: 0.0311444 | val_loss: 0.0311804 | Time: 1662.36 ms [2022-03-04 18:52:35 main:574] : INFO : Epoch 2003 | loss: 0.0311427 | val_loss: 0.0311797 | Time: 1610.46 ms [2022-03-04 18:52:37 main:574] : INFO : Epoch 2004 | loss: 0.0311409 | val_loss: 0.0311815 | Time: 1626.29 ms [2022-03-04 18:52:38 main:574] : INFO : Epoch 2005 | loss: 0.0311415 | val_loss: 0.0311831 | Time: 1697.24 ms [2022-03-04 18:52:40 main:574] : INFO : Epoch 2006 | loss: 0.0311413 | val_loss: 0.0311835 | Time: 1632.52 ms [2022-03-04 18:52:42 main:574] : INFO : Epoch 2007 | loss: 0.0311395 | val_loss: 0.0311818 | Time: 1598.19 ms [2022-03-04 18:52:44 main:574] : INFO : Epoch 2008 | loss: 0.0311381 | val_loss: 0.0311825 | Time: 1615.15 ms [2022-03-04 18:52:45 main:574] : INFO : Epoch 2009 | loss: 0.0311378 | val_loss: 0.0311829 | Time: 1572.64 ms [2022-03-04 18:52:47 main:574] : INFO : Epoch 2010 | loss: 0.0311386 | val_loss: 0.0311857 | Time: 1545.4 ms [2022-03-04 18:52:49 main:574] : INFO : Epoch 2011 | loss: 0.031139 | val_loss: 0.031181 | Time: 1662.17 ms [2022-03-04 18:52:50 main:574] : INFO : Epoch 2012 | loss: 0.031142 | val_loss: 0.0311818 | Time: 1613.84 ms [2022-03-04 18:52:52 main:574] : INFO : Epoch 2013 | loss: 0.0311404 | val_loss: 0.0311849 | Time: 1654.7 ms [2022-03-04 18:52:54 main:574] : INFO : Epoch 2014 | loss: 0.031141 | val_loss: 0.0311853 | Time: 1657.7 ms [2022-03-04 18:52:55 main:574] : INFO : Epoch 2015 | loss: 0.0311396 | val_loss: 0.031178 | Time: 1614.91 ms [2022-03-04 18:52:57 main:574] : INFO : Epoch 2016 | loss: 0.0311397 | val_loss: 0.0311828 | Time: 1578.62 ms [2022-03-04 18:52:59 main:574] : INFO : Epoch 2017 | loss: 0.0311374 | val_loss: 0.0311844 | Time: 1592.93 ms [2022-03-04 18:53:00 main:574] : INFO : Epoch 2018 | loss: 0.0311391 | val_loss: 0.0311834 | Time: 1610.15 ms [2022-03-04 18:53:02 main:574] : INFO : Epoch 2019 | loss: 0.0311425 | val_loss: 0.0311775 | Time: 1611.37 ms [2022-03-04 18:53:04 main:574] : INFO : Epoch 2020 | loss: 0.0311416 | val_loss: 0.0311756 | Time: 1646.72 ms [2022-03-04 18:53:05 main:574] : INFO : Epoch 2021 | loss: 0.0311408 | val_loss: 0.0311814 | Time: 1634.96 ms [2022-03-04 18:53:07 main:574] : INFO : Epoch 2022 | loss: 0.031147 | val_loss: 0.0311835 | Time: 1653.99 ms [2022-03-04 18:53:09 main:574] : INFO : Epoch 2023 | loss: 0.031146 | val_loss: 0.0311936 | Time: 1656.45 ms [2022-03-04 18:53:10 main:574] : INFO : Epoch 2024 | loss: 0.0311467 | val_loss: 0.031179 | Time: 1621.29 ms [2022-03-04 18:53:12 main:574] : INFO : Epoch 2025 | loss: 0.0311449 | val_loss: 0.0311771 | Time: 1673.81 ms [2022-03-04 18:53:14 main:574] : INFO : Epoch 2026 | loss: 0.0311448 | val_loss: 0.0311801 | Time: 1639.03 ms [2022-03-04 18:53:15 main:574] : INFO : Epoch 2027 | loss: 0.0311429 | val_loss: 0.0311894 | Time: 1613.47 ms [2022-03-04 18:53:17 main:574] : INFO : Epoch 2028 | loss: 0.031143 | val_loss: 0.0311856 | Time: 1587.57 ms [2022-03-04 18:53:19 main:574] : INFO : Epoch 2029 | loss: 0.0311418 | val_loss: 0.0311844 | Time: 1548.11 ms [2022-03-04 18:53:20 main:574] : INFO : Epoch 2030 | loss: 0.0311419 | val_loss: 0.0311869 | Time: 1575.28 ms [2022-03-04 18:53:22 main:574] : INFO : Epoch 2031 | loss: 0.0311409 | val_loss: 0.0311915 | Time: 1638.59 ms [2022-03-04 18:53:24 main:574] : INFO : Epoch 2032 | loss: 0.0311407 | val_loss: 0.0311795 | Time: 1627.27 ms [2022-03-04 18:53:25 main:574] : INFO : Epoch 2033 | loss: 0.0311387 | val_loss: 0.0311876 | Time: 1658.7 ms [2022-03-04 18:53:27 main:574] : INFO : Epoch 2034 | loss: 0.0311389 | val_loss: 0.0311894 | Time: 1628.37 ms [2022-03-04 18:53:29 main:574] : INFO : Epoch 2035 | loss: 0.031141 | val_loss: 0.0311888 | Time: 1587.56 ms [2022-03-04 18:53:30 main:574] : INFO : Epoch 2036 | loss: 0.0311389 | val_loss: 0.0311848 | Time: 1609.16 ms [2022-03-04 18:53:32 main:574] : INFO : Epoch 2037 | loss: 0.0311399 | val_loss: 0.0311867 | Time: 1656.94 ms [2022-03-04 18:53:34 main:574] : INFO : Epoch 2038 | loss: 0.0311558 | val_loss: 0.0311826 | Time: 1606.25 ms [2022-03-04 18:53:35 main:574] : INFO : Epoch 2039 | loss: 0.031154 | val_loss: 0.0311846 | Time: 1684.34 ms [2022-03-04 18:53:37 main:574] : INFO : Epoch 2040 | loss: 0.031152 | val_loss: 0.0311818 | Time: 1603.36 ms [2022-03-04 18:53:39 main:574] : INFO : Epoch 2041 | loss: 0.0311511 | val_loss: 0.0311815 | Time: 1590.56 ms [2022-03-04 18:53:40 main:574] : INFO : Epoch 2042 | loss: 0.0311491 | val_loss: 0.0311826 | Time: 1544.78 ms [2022-03-04 18:53:42 main:574] : INFO : Epoch 2043 | loss: 0.0311491 | val_loss: 0.0311886 | Time: 1641.69 ms [2022-03-04 18:53:44 main:574] : INFO : Epoch 2044 | loss: 0.0311466 | val_loss: 0.0311832 | Time: 1600.64 ms [2022-03-04 18:53:45 main:574] : INFO : Epoch 2045 | loss: 0.0311453 | val_loss: 0.0311816 | Time: 1611.28 ms [2022-03-04 18:53:47 main:574] : INFO : Epoch 2046 | loss: 0.0311449 | val_loss: 0.0311827 | Time: 1678.08 ms [2022-03-04 18:53:49 main:574] : INFO : Epoch 2047 | loss: 0.0311436 | val_loss: 0.0311882 | Time: 1658.17 ms [2022-03-04 18:53:50 main:574] : INFO : Epoch 2048 | loss: 0.0311441 | val_loss: 0.0311813 | Time: 1686.29 ms [2022-03-04 18:53:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311813 [2022-03-04 18:53:51 main:603] : INFO : Saving end state to config to file [2022-03-04 18:53:51 main:608] : INFO : Success, exiting.. 18:53:51 (13496): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)