Task 11847065
| Name | ParityModified-1639961148-17225-3-0_0 |
| Workunit | 9051189 |
| Created | 21 Feb 2022, 5:14:36 UTC |
| Sent | 27 Feb 2022, 13:25:54 UTC |
| Report deadline | 7 Mar 2022, 13:25:54 UTC |
| Received | 28 Feb 2022, 22:37:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1150 |
| Run time | 57 min 18 sec |
| CPU time | 55 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.91 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :46 main:574] : INFO : Epoch 1575 | loss: 0.0311213 | val_loss: 0.0311438 | Time: 1658.07 ms [2022-02-28 16:23:48 main:574] : INFO : Epoch 1576 | loss: 0.0311158 | val_loss: 0.0311431 | Time: 1648.91 ms [2022-02-28 16:23:49 main:574] : INFO : Epoch 1577 | loss: 0.0311129 | val_loss: 0.0311506 | Time: 1656.08 ms [2022-02-28 16:23:51 main:574] : INFO : Epoch 1578 | loss: 0.0311114 | val_loss: 0.0311402 | Time: 1648.43 ms [2022-02-28 16:23:53 main:574] : INFO : Epoch 1579 | loss: 0.0311085 | val_loss: 0.0311403 | Time: 1662 ms [2022-02-28 16:23:54 main:574] : INFO : Epoch 1580 | loss: 0.03111 | val_loss: 0.0311486 | Time: 1668.78 ms [2022-02-28 16:23:56 main:574] : INFO : Epoch 1581 | loss: 0.0311058 | val_loss: 0.0311442 | Time: 1655.68 ms [2022-02-28 16:23:58 main:574] : INFO : Epoch 1582 | loss: 0.0311036 | val_loss: 0.0311422 | Time: 1650.62 ms [2022-02-28 16:23:59 main:574] : INFO : Epoch 1583 | loss: 0.031103 | val_loss: 0.0311461 | Time: 1651.62 ms [2022-02-28 16:24:01 main:574] : INFO : Epoch 1584 | loss: 0.0311028 | val_loss: 0.0311439 | Time: 1662.06 ms [2022-02-28 16:24:03 main:574] : INFO : Epoch 1585 | loss: 0.0311039 | val_loss: 0.0311435 | Time: 1658.32 ms [2022-02-28 16:24:04 main:574] : INFO : Epoch 1586 | loss: 0.0311041 | val_loss: 0.0311451 | Time: 1668.07 ms [2022-02-28 16:24:06 main:574] : INFO : Epoch 1587 | loss: 0.0311024 | val_loss: 0.0311411 | Time: 1650.13 ms [2022-02-28 16:24:08 main:574] : INFO : Epoch 1588 | loss: 0.0311014 | val_loss: 0.0311442 | Time: 1649.13 ms [2022-02-28 16:24:09 main:574] : INFO : Epoch 1589 | loss: 0.031102 | val_loss: 0.0311445 | Time: 1649.77 ms [2022-02-28 16:24:11 main:574] : INFO : Epoch 1590 | loss: 0.0311009 | val_loss: 0.0311386 | Time: 1661.99 ms [2022-02-28 16:24:13 main:574] : INFO : Epoch 1591 | loss: 0.0311013 | val_loss: 0.0311414 | Time: 1666.9 ms [2022-02-28 16:24:14 main:574] : INFO : Epoch 1592 | loss: 0.0311014 | val_loss: 0.0311457 | Time: 1657.98 ms [2022-02-28 16:24:16 main:574] : INFO : Epoch 1593 | loss: 0.0311023 | val_loss: 0.0311464 | Time: 1645.36 ms [2022-02-28 16:24:18 main:574] : INFO : Epoch 1594 | loss: 0.0311054 | val_loss: 0.0311437 | Time: 1652.84 ms [2022-02-28 16:24:19 main:574] : INFO : Epoch 1595 | loss: 0.031107 | val_loss: 0.0311448 | Time: 1657.4 ms [2022-02-28 16:24:21 main:574] : INFO : Epoch 1596 | loss: 0.0311043 | val_loss: 0.0311406 | Time: 1661.27 ms [2022-02-28 16:24:23 main:574] : INFO : Epoch 1597 | loss: 0.0311069 | val_loss: 0.031146 | Time: 1659.38 ms [2022-02-28 16:24:24 main:574] : INFO : Epoch 1598 | loss: 0.031104 | val_loss: 0.0311473 | Time: 1665.7 ms [2022-02-28 16:24:26 main:574] : INFO : Epoch 1599 | loss: 0.0311026 | val_loss: 0.0311471 | Time: 1647.79 ms [2022-02-28 16:24:28 main:574] : INFO : Epoch 1600 | loss: 0.0311025 | val_loss: 0.0311492 | Time: 1650.12 ms [2022-02-28 16:24:29 main:574] : INFO : Epoch 1601 | loss: 0.0311001 | val_loss: 0.0311465 | Time: 1651.85 ms [2022-02-28 16:24:31 main:574] : INFO : Epoch 1602 | loss: 0.0311015 | val_loss: 0.0311454 | Time: 1661.05 ms [2022-02-28 16:24:33 main:574] : INFO : Epoch 1603 | loss: 0.0310998 | val_loss: 0.0311452 | Time: 1668.47 ms [2022-02-28 16:24:34 main:574] : INFO : Epoch 1604 | loss: 0.0311018 | val_loss: 0.0311461 | Time: 1661.91 ms [2022-02-28 16:24:36 main:574] : INFO : Epoch 1605 | loss: 0.0311007 | val_loss: 0.0311553 | Time: 1650.6 ms [2022-02-28 16:24:38 main:574] : INFO : Epoch 1606 | loss: 0.031102 | val_loss: 0.0311502 | Time: 1647.31 ms [2022-02-28 16:24:39 main:574] : INFO : Epoch 1607 | loss: 0.0311009 | val_loss: 0.0311484 | Time: 1652.73 ms [2022-02-28 16:24:41 main:574] : INFO : Epoch 1608 | loss: 0.0311056 | val_loss: 0.0311453 | Time: 1661.25 ms [2022-02-28 16:24:43 main:574] : INFO : Epoch 1609 | loss: 0.031106 | val_loss: 0.0311445 | Time: 1654.66 ms [2022-02-28 16:24:44 main:574] : INFO : Epoch 1610 | loss: 0.0311026 | val_loss: 0.0311409 | Time: 1664.8 ms [2022-02-28 16:24:46 main:574] : INFO : Epoch 1611 | loss: 0.0311032 | val_loss: 0.0311463 | Time: 1649.01 ms [2022-02-28 16:24:48 main:574] : INFO : Epoch 1612 | loss: 0.0311089 | val_loss: 0.0311419 | Time: 1647.22 ms [2022-02-28 16:24:49 main:574] : INFO : Epoch 1613 | loss: 0.031112 | val_loss: 0.0311469 | Time: 1672.85 ms [2022-02-28 16:24:51 main:574] : INFO : Epoch 1614 | loss: 0.0311069 | val_loss: 0.0311468 | Time: 1656.13 ms [2022-02-28 16:24:53 main:574] : INFO : Epoch 1615 | loss: 0.0311067 | val_loss: 0.0311405 | Time: 1653.7 ms [2022-02-28 16:24:54 main:574] : INFO : Epoch 1616 | loss: 0.0311074 | val_loss: 0.0311499 | Time: 1664.29 ms [2022-02-28 16:24:56 main:574] : INFO : Epoch 1617 | loss: 0.0311109 | val_loss: 0.0311456 | Time: 1653.08 ms [2022-02-28 16:24:58 main:574] : INFO : Epoch 1618 | loss: 0.0311083 | val_loss: 0.0311437 | Time: 1649.17 ms [2022-02-28 16:24:59 main:574] : INFO : Epoch 1619 | loss: 0.031108 | val_loss: 0.0311414 | Time: 1652.9 ms [2022-02-28 16:25:01 main:574] : INFO : Epoch 1620 | loss: 0.0311044 | val_loss: 0.0311458 | Time: 1659.17 ms [2022-02-28 16:25:03 main:574] : INFO : Epoch 1621 | loss: 0.0311037 | val_loss: 0.0311523 | Time: 1659.3 ms [2022-02-28 16:25:04 main:574] : INFO : Epoch 1622 | loss: 0.0311034 | val_loss: 0.0311481 | Time: 1670.25 ms [2022-02-28 16:25:06 main:574] : INFO : Epoch 1623 | loss: 0.0311039 | val_loss: 0.0311466 | Time: 1641.1 ms [2022-02-28 16:25:08 main:574] : INFO : Epoch 1624 | loss: 0.0311005 | val_loss: 0.0311512 | Time: 1653.28 ms [2022-02-28 16:25:09 main:574] : INFO : Epoch 1625 | loss: 0.0311006 | val_loss: 0.0311397 | Time: 1652.13 ms [2022-02-28 16:25:11 main:574] : INFO : Epoch 1626 | loss: 0.0311055 | val_loss: 0.0311456 | Time: 1667.15 ms [2022-02-28 16:25:13 main:574] : INFO : Epoch 1627 | loss: 0.0311049 | val_loss: 0.0311431 | Time: 1660.42 ms [2022-02-28 16:25:14 main:574] : INFO : Epoch 1628 | loss: 0.0311059 | val_loss: 0.0311434 | Time: 1673.73 ms [2022-02-28 16:25:16 main:574] : INFO : Epoch 1629 | loss: 0.0311034 | val_loss: 0.0311474 | Time: 1653.53 ms [2022-02-28 16:25:18 main:574] : INFO : Epoch 1630 | loss: 0.0311025 | val_loss: 0.0311475 | Time: 1653.96 ms [2022-02-28 16:25:19 main:574] : INFO : Epoch 1631 | loss: 0.0311027 | val_loss: 0.0311471 | Time: 1653.18 ms [2022-02-28 16:25:21 main:574] : INFO : Epoch 1632 | loss: 0.0311134 | val_loss: 0.0311419 | Time: 1670.64 ms [2022-02-28 16:25:23 main:574] : INFO : Epoch 1633 | loss: 0.0311116 | val_loss: 0.0311467 | Time: 1653.23 ms [2022-02-28 16:25:24 main:574] : INFO : Epoch 1634 | loss: 0.0311115 | val_loss: 0.0311469 | Time: 1660.19 ms [2022-02-28 16:25:26 main:574] : INFO : Epoch 1635 | loss: 0.0311092 | val_loss: 0.0311478 | Time: 1667.07 ms [2022-02-28 16:25:28 main:574] : INFO : Epoch 1636 | loss: 0.0311079 | val_loss: 0.0311496 | Time: 1655.38 ms [2022-02-28 16:25:29 main:574] : INFO : Epoch 1637 | loss: 0.0311078 | val_loss: 0.0311437 | Time: 1648.21 ms [2022-02-28 16:25:31 main:574] : INFO : Epoch 1638 | loss: 0.0311037 | val_loss: 0.0311461 | Time: 1665.46 ms [2022-02-28 16:25:33 main:574] : INFO : Epoch 1639 | loss: 0.0311053 | val_loss: 0.0311481 | Time: 1655.25 ms [2022-02-28 16:25:34 main:574] : INFO : Epoch 1640 | loss: 0.0311227 | val_loss: 0.0311461 | Time: 1668.95 ms [2022-02-28 16:25:36 main:574] : INFO : Epoch 1641 | loss: 0.0311214 | val_loss: 0.0311452 | Time: 1646.36 ms [2022-02-28 16:25:38 main:574] : INFO : Epoch 1642 | loss: 0.031118 | val_loss: 0.0311457 | Time: 1660.31 ms [2022-02-28 16:25:39 main:574] : INFO : Epoch 1643 | loss: 0.0311159 | val_loss: 0.031145 | Time: 1653.15 ms [2022-02-28 16:25:41 main:574] : INFO : Epoch 1644 | loss: 0.0311179 | val_loss: 0.0311463 | Time: 1668.39 ms [2022-02-28 16:25:43 main:574] : INFO : Epoch 1645 | loss: 0.0311163 | val_loss: 0.0311506 | Time: 1659.42 ms [2022-02-28 16:25:44 main:574] : INFO : Epoch 1646 | loss: 0.0311126 | val_loss: 0.0311474 | Time: 1667.73 ms [2022-02-28 16:25:46 main:574] : INFO : Epoch 1647 | loss: 0.0311083 | val_loss: 0.0311422 | Time: 1655.36 ms [2022-02-28 16:25:48 main:574] : INFO : Epoch 1648 | loss: 0.0311071 | val_loss: 0.0311451 | Time: 1655.17 ms [2022-02-28 16:25:49 main:574] : INFO : Epoch 1649 | loss: 0.031106 | val_loss: 0.0311469 | Time: 1661.53 ms [2022-02-28 16:25:51 main:574] : INFO : Epoch 1650 | loss: 0.0311071 | val_loss: 0.0311497 | Time: 1669.16 ms [2022-02-28 16:25:53 main:574] : INFO : Epoch 1651 | loss: 0.0311055 | val_loss: 0.0311418 | Time: 1656.77 ms [2022-02-28 16:25:54 main:574] : INFO : Epoch 1652 | loss: 0.0311045 | val_loss: 0.0311433 | Time: 1670.8 ms [2022-02-28 16:25:56 main:574] : INFO : Epoch 1653 | loss: 0.0311053 | val_loss: 0.0311455 | Time: 1649.08 ms [2022-02-28 16:25:58 main:574] : INFO : Epoch 1654 | loss: 0.031112 | val_loss: 0.0311425 | Time: 1658.26 ms [2022-02-28 16:25:59 main:574] : INFO : Epoch 1655 | loss: 0.0311122 | val_loss: 0.0311449 | Time: 1647.27 ms [2022-02-28 16:26:01 main:574] : INFO : Epoch 1656 | loss: 0.0311074 | val_loss: 0.0311408 | Time: 1668.29 ms [2022-02-28 16:26:03 main:574] : INFO : Epoch 1657 | loss: 0.0311064 | val_loss: 0.0311423 | Time: 1650.97 ms [2022-02-28 16:26:04 main:574] : INFO : Epoch 1658 | loss: 0.0311101 | val_loss: 0.0311433 | Time: 1673.15 ms [2022-02-28 16:26:06 main:574] : INFO : Epoch 1659 | loss: 0.0311084 | val_loss: 0.031144 | Time: 1648.42 ms [2022-02-28 16:26:08 main:574] : INFO : Epoch 1660 | loss: 0.031105 | val_loss: 0.0311442 | Time: 1654.35 ms [2022-02-28 16:26:09 main:574] : INFO : Epoch 1661 | loss: 0.0311028 | val_loss: 0.0311403 | Time: 1649.44 ms [2022-02-28 16:26:11 main:574] : INFO : Epoch 1662 | loss: 0.0311022 | val_loss: 0.0311451 | Time: 1660.37 ms [2022-02-28 16:26:13 main:574] : INFO : Epoch 1663 | loss: 0.0311044 | val_loss: 0.0311497 | Time: 1655.33 ms [2022-02-28 16:26:14 main:574] : INFO : Epoch 1664 | loss: 0.0311039 | val_loss: 0.0311512 | Time: 1660.81 ms [2022-02-28 16:26:16 main:574] : INFO : Epoch 1665 | loss: 0.0311095 | val_loss: 0.0311511 | Time: 1664.14 ms [2022-02-28 16:26:18 main:574] : INFO : Epoch 1666 | loss: 0.0311094 | val_loss: 0.031152 | Time: 1654.13 ms [2022-02-28 16:26:19 main:574] : INFO : Epoch 1667 | loss: 0.0311226 | val_loss: 0.0311437 | Time: 1658.4 ms [2022-02-28 16:26:21 main:574] : INFO : Epoch 1668 | loss: 0.0311238 | val_loss: 0.031143 | Time: 1658.14 ms [2022-02-28 16:26:23 main:574] : INFO : Epoch 1669 | loss: 0.0311208 | val_loss: 0.0311455 | Time: 1652.42 ms [2022-02-28 16:26:24 main:574] : INFO : Epoch 1670 | loss: 0.0311144 | val_loss: 0.0311459 | Time: 1666.85 ms [2022-02-28 16:26:26 main:574] : INFO : Epoch 1671 | loss: 0.0311129 | val_loss: 0.031151 | Time: 1656.35 ms [2022-02-28 16:26:28 main:574] : INFO : Epoch 1672 | loss: 0.0311116 | val_loss: 0.0311491 | Time: 1657.08 ms [2022-02-28 16:26:29 main:574] : INFO : Epoch 1673 | loss: 0.0311115 | val_loss: 0.0311428 | Time: 1650.6 ms [2022-02-28 16:26:31 main:574] : INFO : Epoch 1674 | loss: 0.0311102 | val_loss: 0.0311425 | Time: 1656.06 ms [2022-02-28 16:26:32 main:574] : INFO : Epoch 1675 | loss: 0.031112 | val_loss: 0.0311413 | Time: 1660.64 ms [2022-02-28 16:26:34 main:574] : INFO : Epoch 1676 | loss: 0.0311084 | val_loss: 0.031144 | Time: 1672.37 ms [2022-02-28 16:26:36 main:574] : INFO : Epoch 1677 | loss: 0.0311081 | val_loss: 0.0311482 | Time: 1654.66 ms [2022-02-28 16:26:38 main:574] : INFO : Epoch 1678 | loss: 0.0311053 | val_loss: 0.0311476 | Time: 1656.07 ms [2022-02-28 16:26:39 main:574] : INFO : Epoch 1679 | loss: 0.0311047 | val_loss: 0.0311448 | Time: 1652.38 ms [2022-02-28 16:26:41 main:574] : INFO : Epoch 1680 | loss: 0.031103 | val_loss: 0.0311457 | Time: 1666.6 ms [2022-02-28 16:26:42 main:574] : INFO : Epoch 1681 | loss: 0.0311055 | val_loss: 0.0311483 | Time: 1653.33 ms [2022-02-28 16:26:44 main:574] : INFO : Epoch 1682 | loss: 0.0311029 | val_loss: 0.0311486 | Time: 1661.56 ms [2022-02-28 16:26:46 main:574] : INFO : Epoch 1683 | loss: 0.0311021 | val_loss: 0.031148 | Time: 1644.08 ms [2022-02-28 16:26:47 main:574] : INFO : Epoch 1684 | loss: 0.0311008 | val_loss: 0.0311464 | Time: 1657.99 ms [2022-02-28 16:26:49 main:574] : INFO : Epoch 1685 | loss: 0.0311001 | val_loss: 0.031148 | Time: 1666.31 ms [2022-02-28 16:26:51 main:574] : INFO : Epoch 1686 | loss: 0.0311027 | val_loss: 0.0311578 | Time: 1656.69 ms [2022-02-28 16:26:52 main:574] : INFO : Epoch 1687 | loss: 0.031102 | val_loss: 0.0311473 | Time: 1653.14 ms [2022-02-28 16:26:54 main:574] : INFO : Epoch 1688 | loss: 0.0310999 | val_loss: 0.0311451 | Time: 1671.21 ms [2022-02-28 16:26:56 main:574] : INFO : Epoch 1689 | loss: 0.0310983 | val_loss: 0.0311496 | Time: 1643.85 ms [2022-02-28 16:26:57 main:574] : INFO : Epoch 1690 | loss: 0.0310974 | val_loss: 0.031147 | Time: 1662.19 ms [2022-02-28 16:26:59 main:574] : INFO : Epoch 1691 | loss: 0.0310991 | val_loss: 0.031145 | Time: 1645.95 ms [2022-02-28 16:27:01 main:574] : INFO : Epoch 1692 | loss: 0.0311002 | val_loss: 0.031146 | Time: 1661.08 ms [2022-02-28 16:27:02 main:574] : INFO : Epoch 1693 | loss: 0.0310979 | val_loss: 0.031141 | Time: 1659.18 ms [2022-02-28 16:27:04 main:574] : INFO : Epoch 1694 | loss: 0.0310973 | val_loss: 0.0311443 | Time: 1672.15 ms [2022-02-28 16:27:06 main:574] : INFO : Epoch 1695 | loss: 0.0310991 | val_loss: 0.0311616 | Time: 1641.81 ms [2022-02-28 16:27:07 main:574] : INFO : Epoch 1696 | loss: 0.0310977 | val_loss: 0.0311581 | Time: 1656.32 ms [2022-02-28 16:27:09 main:574] : INFO : Epoch 1697 | loss: 0.031096 | val_loss: 0.0311471 | Time: 1651.11 ms [2022-02-28 16:27:11 main:574] : INFO : Epoch 1698 | loss: 0.0310979 | val_loss: 0.0311442 | Time: 1658.55 ms [2022-02-28 16:27:12 main:574] : INFO : Epoch 1699 | loss: 0.0310977 | val_loss: 0.0311566 | Time: 1664.54 ms [2022-02-28 16:27:14 main:574] : INFO : Epoch 1700 | loss: 0.0310955 | val_loss: 0.0311479 | Time: 1664.24 ms [2022-02-28 16:27:16 main:574] : INFO : Epoch 1701 | loss: 0.031094 | val_loss: 0.0311537 | Time: 1660.66 ms [2022-02-28 16:27:17 main:574] : INFO : Epoch 1702 | loss: 0.0310974 | val_loss: 0.0311463 | Time: 1659 ms [2022-02-28 16:27:19 main:574] : INFO : Epoch 1703 | loss: 0.0311005 | val_loss: 0.0311489 | Time: 1655.48 ms [2022-02-28 16:27:21 main:574] : INFO : Epoch 1704 | loss: 0.0310984 | val_loss: 0.0311526 | Time: 1653.83 ms [2022-02-28 16:27:22 main:574] : INFO : Epoch 1705 | loss: 0.0310963 | val_loss: 0.031146 | Time: 1654.8 ms [2022-02-28 16:27:24 main:574] : INFO : Epoch 1706 | loss: 0.0310993 | val_loss: 0.0311501 | Time: 1669.5 ms [2022-02-28 16:27:26 main:574] : INFO : Epoch 1707 | loss: 0.0311082 | val_loss: 0.0311562 | Time: 1687.94 ms [2022-02-28 16:27:27 main:574] : INFO : Epoch 1708 | loss: 0.0311076 | val_loss: 0.0311494 | Time: 1675.13 ms [2022-02-28 16:27:29 main:574] : INFO : Epoch 1709 | loss: 0.0311054 | val_loss: 0.0311516 | Time: 1650.14 ms [2022-02-28 16:27:31 main:574] : INFO : Epoch 1710 | loss: 0.031102 | val_loss: 0.0311562 | Time: 1657.38 ms [2022-02-28 16:27:32 main:574] : INFO : Epoch 1711 | loss: 0.0311014 | val_loss: 0.0311481 | Time: 1656.37 ms [2022-02-28 16:27:34 main:574] : INFO : Epoch 1712 | loss: 0.0311014 | val_loss: 0.0311463 | Time: 1671.98 ms [2022-02-28 16:27:36 main:574] : INFO : Epoch 1713 | loss: 0.0310982 | val_loss: 0.0311543 | Time: 1651.73 ms [2022-02-28 16:27:37 main:574] : INFO : Epoch 1714 | loss: 0.0310997 | val_loss: 0.0311458 | Time: 1651.63 ms [2022-02-28 16:27:39 main:574] : INFO : Epoch 1715 | loss: 0.0310993 | val_loss: 0.0311481 | Time: 1649.91 ms [2022-02-28 16:27:41 main:574] : INFO : Epoch 1716 | loss: 0.0311016 | val_loss: 0.0311458 | Time: 1666.11 ms [2022-02-28 16:27:42 main:574] : INFO : Epoch 1717 | loss: 0.0311007 | val_loss: 0.0311444 | Time: 1657.8 ms [2022-02-28 16:27:44 main:574] : INFO : Epoch 1718 | loss: 0.0311005 | val_loss: 0.0311467 | Time: 1667.58 ms [2022-02-28 16:27:46 main:574] : INFO : Epoch 1719 | loss: 0.0311008 | val_loss: 0.0311426 | Time: 1647.92 ms [2022-02-28 16:27:47 main:574] : INFO : Epoch 1720 | loss: 0.0310989 | val_loss: 0.0311467 | Time: 1655.39 ms [2022-02-28 16:27:49 main:574] : INFO : Epoch 1721 | loss: 0.0310995 | val_loss: 0.0311518 | Time: 1659.53 ms [2022-02-28 16:27:51 main:574] : INFO : Epoch 1722 | loss: 0.0311017 | val_loss: 0.0311525 | Time: 1665.02 ms [2022-02-28 16:27:52 main:574] : INFO : Epoch 1723 | loss: 0.0311023 | val_loss: 0.0311531 | Time: 1650.42 ms [2022-02-28 16:27:54 main:574] : INFO : Epoch 1724 | loss: 0.0311012 | val_loss: 0.0311485 | Time: 1668.04 ms [2022-02-28 16:27:56 main:574] : INFO : Epoch 1725 | loss: 0.0311001 | val_loss: 0.0311469 | Time: 1643.73 ms [2022-02-28 16:27:57 main:574] : INFO : Epoch 1726 | loss: 0.0310997 | val_loss: 0.0311458 | Time: 1657.05 ms [2022-02-28 16:27:59 main:574] : INFO : Epoch 1727 | loss: 0.0311008 | val_loss: 0.0311463 | Time: 1650.13 ms [2022-02-28 16:28:01 main:574] : INFO : Epoch 1728 | loss: 0.0310988 | val_loss: 0.0311545 | Time: 1653.54 ms [2022-02-28 16:28:02 main:574] : INFO : Epoch 1729 | loss: 0.0310968 | val_loss: 0.0311466 | Time: 1660.14 ms [2022-02-28 16:28:04 main:574] : INFO : Epoch 1730 | loss: 0.0310967 | val_loss: 0.0311477 | Time: 1665.48 ms [2022-02-28 16:28:06 main:574] : INFO : Epoch 1731 | loss: 0.0310966 | val_loss: 0.0311541 | Time: 1650.92 ms [2022-02-28 16:28:07 main:574] : INFO : Epoch 1732 | loss: 0.0310985 | val_loss: 0.0311464 | Time: 1650.06 ms [2022-02-28 16:28:09 main:574] : INFO : Epoch 1733 | loss: 0.0310981 | val_loss: 0.0311482 | Time: 1653.58 ms [2022-02-28 16:28:11 main:574] : INFO : Epoch 1734 | loss: 0.0310956 | val_loss: 0.0311469 | Time: 1653.84 ms [2022-02-28 16:28:12 main:574] : INFO : Epoch 1735 | loss: 0.0310952 | val_loss: 0.0311437 | Time: 1656.63 ms [2022-02-28 16:28:14 main:574] : INFO : Epoch 1736 | loss: 0.0311046 | val_loss: 0.0311519 | Time: 1661.87 ms [2022-02-28 16:28:16 main:574] : INFO : Epoch 1737 | loss: 0.0310996 | val_loss: 0.031151 | Time: 1657.45 ms [2022-02-28 16:28:17 main:574] : INFO : Epoch 1738 | loss: 0.0310948 | val_loss: 0.0311504 | Time: 1651.61 ms [2022-02-28 16:28:19 main:574] : INFO : Epoch 1739 | loss: 0.0310951 | val_loss: 0.031145 | Time: 1657.52 ms [2022-02-28 16:28:21 main:574] : INFO : Epoch 1740 | loss: 0.0310974 | val_loss: 0.0311474 | Time: 1648.47 ms [2022-02-28 16:28:22 main:574] : INFO : Epoch 1741 | loss: 0.0310965 | val_loss: 0.0311475 | Time: 1659.98 ms [2022-02-28 16:28:24 main:574] : INFO : Epoch 1742 | loss: 0.0310965 | val_loss: 0.0311533 | Time: 1666.72 ms [2022-02-28 16:28:26 main:574] : INFO : Epoch 1743 | loss: 0.0310981 | val_loss: 0.0311516 | Time: 1642.48 ms [2022-02-28 16:28:27 main:574] : INFO : Epoch 1744 | loss: 0.031099 | val_loss: 0.0311515 | Time: 1669.16 ms [2022-02-28 16:28:29 main:574] : INFO : Epoch 1745 | loss: 0.0310952 | val_loss: 0.0311556 | Time: 1652.31 ms [2022-02-28 16:28:31 main:574] : INFO : Epoch 1746 | loss: 0.031097 | val_loss: 0.0311543 | Time: 1651.29 ms [2022-02-28 16:28:32 main:574] : INFO : Epoch 1747 | loss: 0.0311089 | val_loss: 0.0311808 | Time: 1647.99 ms [2022-02-28 16:28:34 main:574] : INFO : Epoch 1748 | loss: 0.0311437 | val_loss: 0.0311732 | Time: 1677.84 ms [2022-02-28 16:28:36 main:574] : INFO : Epoch 1749 | loss: 0.0311117 | val_loss: 0.031158 | Time: 1644.23 ms [2022-02-28 16:28:37 main:574] : INFO : Epoch 1750 | loss: 0.0311027 | val_loss: 0.0311538 | Time: 1731.94 ms [2022-02-28 16:28:39 main:574] : INFO : Epoch 1751 | loss: 0.0310964 | val_loss: 0.0311517 | Time: 1655.84 ms [2022-02-28 16:28:41 main:574] : INFO : Epoch 1752 | loss: 0.0310945 | val_loss: 0.0311495 | Time: 1651.8 ms [2022-02-28 16:28:42 main:574] : INFO : Epoch 1753 | loss: 0.031097 | val_loss: 0.0311603 | Time: 1660.62 ms [2022-02-28 16:28:44 main:574] : INFO : Epoch 1754 | loss: 0.0310952 | val_loss: 0.0311507 | Time: 1663.74 ms [2022-02-28 16:28:46 main:574] : INFO : Epoch 1755 | loss: 0.0310987 | val_loss: 0.0311497 | Time: 1653.52 ms [2022-02-28 16:28:47 main:574] : INFO : Epoch 1756 | loss: 0.0311073 | val_loss: 0.0311496 | Time: 1652.88 ms [2022-02-28 16:28:49 main:574] : INFO : Epoch 1757 | loss: 0.0311008 | val_loss: 0.0311514 | Time: 1662.93 ms [2022-02-28 16:28:51 main:574] : INFO : Epoch 1758 | loss: 0.0310996 | val_loss: 0.0311444 | Time: 1657.98 ms [2022-02-28 16:28:52 main:574] : INFO : Epoch 1759 | loss: 0.0311048 | val_loss: 0.0311528 | Time: 1658.8 ms [2022-02-28 16:28:54 main:574] : INFO : Epoch 1760 | loss: 0.0311068 | val_loss: 0.0311432 | Time: 1664.94 ms [2022-02-28 16:28:56 main:574] : INFO : Epoch 1761 | loss: 0.0311042 | val_loss: 0.0311448 | Time: 1645.7 ms [2022-02-28 16:28:57 main:574] : INFO : Epoch 1762 | loss: 0.0311025 | val_loss: 0.0311572 | Time: 1656.53 ms [2022-02-28 16:28:59 main:574] : INFO : Epoch 1763 | loss: 0.0311036 | val_loss: 0.0311492 | Time: 1651.39 ms [2022-02-28 16:29:01 main:574] : INFO : Epoch 1764 | loss: 0.0311033 | val_loss: 0.0311457 | Time: 1653.03 ms [2022-02-28 16:29:02 main:574] : INFO : Epoch 1765 | loss: 0.0311029 | val_loss: 0.0311501 | Time: 1661.47 ms [2022-02-28 16:29:04 main:574] : INFO : Epoch 1766 | loss: 0.0311032 | val_loss: 0.0311572 | Time: 1665.51 ms [2022-02-28 16:29:06 main:574] : INFO : Epoch 1767 | loss: 0.0311015 | val_loss: 0.0311517 | Time: 1653.24 ms [2022-02-28 16:29:07 main:574] : INFO : Epoch 1768 | loss: 0.0311019 | val_loss: 0.0311503 | Time: 1646.38 ms [2022-02-28 16:29:09 main:574] : INFO : Epoch 1769 | loss: 0.0311025 | val_loss: 0.0311635 | Time: 1654.02 ms [2022-02-28 16:29:11 main:574] : INFO : Epoch 1770 | loss: 0.031111 | val_loss: 0.0311489 | Time: 1648.6 ms [2022-02-28 16:29:12 main:574] : INFO : Epoch 1771 | loss: 0.0311042 | val_loss: 0.0311526 | Time: 1662.54 ms [2022-02-28 16:29:14 main:574] : INFO : Epoch 1772 | loss: 0.0311011 | val_loss: 0.0311485 | Time: 1670.14 ms [2022-02-28 16:29:16 main:574] : INFO : Epoch 1773 | loss: 0.031098 | val_loss: 0.0311516 | Time: 1659.72 ms [2022-02-28 16:29:17 main:574] : INFO : Epoch 1774 | loss: 0.0310981 | val_loss: 0.0311462 | Time: 1653.71 ms [2022-02-28 16:29:19 main:574] : INFO : Epoch 1775 | loss: 0.031098 | val_loss: 0.0311635 | Time: 1663.49 ms [2022-02-28 16:29:21 main:574] : INFO : Epoch 1776 | loss: 0.0310983 | val_loss: 0.031147 | Time: 1653.98 ms [2022-02-28 16:29:22 main:574] : INFO : Epoch 1777 | loss: 0.0310971 | val_loss: 0.0311566 | Time: 1655.51 ms [2022-02-28 16:29:24 main:574] : INFO : Epoch 1778 | loss: 0.0310965 | val_loss: 0.0311422 | Time: 1671.95 ms [2022-02-28 16:29:26 main:574] : INFO : Epoch 1779 | loss: 0.031097 | val_loss: 0.0311522 | Time: 1653.26 ms [2022-02-28 16:29:27 main:574] : INFO : Epoch 1780 | loss: 0.0310942 | val_loss: 0.0311533 | Time: 1656.74 ms [2022-02-28 16:29:29 main:574] : INFO : Epoch 1781 | loss: 0.0310964 | val_loss: 0.0311483 | Time: 1658.53 ms [2022-02-28 16:29:31 main:574] : INFO : Epoch 1782 | loss: 0.031096 | val_loss: 0.0311538 | Time: 1655.94 ms [2022-02-28 16:29:32 main:574] : INFO : Epoch 1783 | loss: 0.0310976 | val_loss: 0.0311538 | Time: 1667.74 ms [2022-02-28 16:29:34 main:574] : INFO : Epoch 1784 | loss: 0.0310989 | val_loss: 0.0311482 | Time: 1669.43 ms [2022-02-28 16:29:36 main:574] : INFO : Epoch 1785 | loss: 0.0310988 | val_loss: 0.0311495 | Time: 1655.9 ms [2022-02-28 16:29:37 main:574] : INFO : Epoch 1786 | loss: 0.0310978 | val_loss: 0.0311508 | Time: 1652.39 ms [2022-02-28 16:29:39 main:574] : INFO : Epoch 1787 | loss: 0.0310983 | val_loss: 0.031153 | Time: 1652 ms [2022-02-28 16:29:41 main:574] : INFO : Epoch 1788 | loss: 0.0311005 | val_loss: 0.0311481 | Time: 1650.55 ms [2022-02-28 16:29:42 main:574] : INFO : Epoch 1789 | loss: 0.0311013 | val_loss: 0.0311536 | Time: 1659.86 ms [2022-02-28 16:29:44 main:574] : INFO : Epoch 1790 | loss: 0.0310979 | val_loss: 0.0311523 | Time: 1670.45 ms [2022-02-28 16:29:46 main:574] : INFO : Epoch 1791 | loss: 0.0310962 | val_loss: 0.0311531 | Time: 1655.73 ms [2022-02-28 16:29:47 main:574] : INFO : Epoch 1792 | loss: 0.0310961 | val_loss: 0.0311436 | Time: 1649.48 ms [2022-02-28 16:29:49 main:574] : INFO : Epoch 1793 | loss: 0.0310983 | val_loss: 0.0311531 | Time: 1665.05 ms [2022-02-28 16:29:51 main:574] : INFO : Epoch 1794 | loss: 0.0310965 | val_loss: 0.0311568 | Time: 1658.67 ms [2022-02-28 16:29:52 main:574] : INFO : Epoch 1795 | loss: 0.0310972 | val_loss: 0.031153 | Time: 1661.69 ms [2022-02-28 16:29:54 main:574] : INFO : Epoch 1796 | loss: 0.0310974 | val_loss: 0.0311511 | Time: 1652.51 ms [2022-02-28 16:29:56 main:574] : INFO : Epoch 1797 | loss: 0.0310966 | val_loss: 0.0311494 | Time: 1665.74 ms [2022-02-28 16:29:57 main:574] : INFO : Epoch 1798 | loss: 0.0310987 | val_loss: 0.031148 | Time: 1648.74 ms [2022-02-28 16:29:59 main:574] : INFO : Epoch 1799 | loss: 0.0310988 | val_loss: 0.0311546 | Time: 1660.67 ms [2022-02-28 16:30:01 main:574] : INFO : Epoch 1800 | loss: 0.0310961 | val_loss: 0.0311528 | Time: 1650 ms [2022-02-28 16:30:02 main:574] : INFO : Epoch 1801 | loss: 0.0310984 | val_loss: 0.0311518 | Time: 1663.73 ms [2022-02-28 16:30:04 main:574] : INFO : Epoch 1802 | loss: 0.0310959 | val_loss: 0.031153 | Time: 1663.06 ms [2022-02-28 16:30:06 main:574] : INFO : Epoch 1803 | loss: 0.031096 | val_loss: 0.0311473 | Time: 1654.27 ms [2022-02-28 16:30:07 main:574] : INFO : Epoch 1804 | loss: 0.031094 | val_loss: 0.0311527 | Time: 1644.82 ms [2022-02-28 16:30:09 main:574] : INFO : Epoch 1805 | loss: 0.0310914 | val_loss: 0.0311519 | Time: 1657.85 ms [2022-02-28 16:30:11 main:574] : INFO : Epoch 1806 | loss: 0.0310942 | val_loss: 0.0311547 | Time: 1652.93 ms [2022-02-28 16:30:12 main:574] : INFO : Epoch 1807 | loss: 0.031098 | val_loss: 0.0311451 | Time: 1662.24 ms [2022-02-28 16:30:14 main:574] : INFO : Epoch 1808 | loss: 0.0310961 | val_loss: 0.0311633 | Time: 1671.74 ms [2022-02-28 16:30:16 main:574] : INFO : Epoch 1809 | loss: 0.0311004 | val_loss: 0.0311425 | Time: 1662.49 ms [2022-02-28 16:30:17 main:574] : INFO : Epoch 1810 | loss: 0.0310979 | val_loss: 0.0311572 | Time: 1654.49 ms [2022-02-28 16:30:19 main:574] : INFO : Epoch 1811 | loss: 0.0310986 | val_loss: 0.0311485 | Time: 1669.67 ms [2022-02-28 16:30:21 main:574] : INFO : Epoch 1812 | loss: 0.0310952 | val_loss: 0.031147 | Time: 1652.84 ms [2022-02-28 16:30:22 main:574] : INFO : Epoch 1813 | loss: 0.0310935 | val_loss: 0.0311545 | Time: 1668.87 ms [2022-02-28 16:30:24 main:574] : INFO : Epoch 1814 | loss: 0.0310935 | val_loss: 0.0311464 | Time: 1657.93 ms [2022-02-28 16:30:26 main:574] : INFO : Epoch 1815 | loss: 0.0310942 | val_loss: 0.0311612 | Time: 1673.76 ms [2022-02-28 16:30:27 main:574] : INFO : Epoch 1816 | loss: 0.0311047 | val_loss: 0.0311481 | Time: 1654.67 ms [2022-02-28 16:30:29 main:574] : INFO : Epoch 1817 | loss: 0.0311073 | val_loss: 0.0311512 | Time: 1655.06 ms [2022-02-28 16:30:31 main:574] : INFO : Epoch 1818 | loss: 0.0311041 | val_loss: 0.0311476 | Time: 1649.56 ms [2022-02-28 16:30:32 main:574] : INFO : Epoch 1819 | loss: 0.0310983 | val_loss: 0.0311493 | Time: 1665.64 ms [2022-02-28 16:30:34 main:574] : INFO : Epoch 1820 | loss: 0.0310953 | val_loss: 0.0311524 | Time: 1671.45 ms [2022-02-28 16:30:36 main:574] : INFO : Epoch 1821 | loss: 0.0310972 | val_loss: 0.0311525 | Time: 1656.96 ms [2022-02-28 16:30:37 main:574] : INFO : Epoch 1822 | loss: 0.031097 | val_loss: 0.0311628 | Time: 1654.52 ms [2022-02-28 16:30:39 main:574] : INFO : Epoch 1823 | loss: 0.031095 | val_loss: 0.0311472 | Time: 1662.76 ms [2022-02-28 16:30:41 main:574] : INFO : Epoch 1824 | loss: 0.0310956 | val_loss: 0.0311532 | Time: 1644.19 ms [2022-02-28 16:30:42 main:574] : INFO : Epoch 1825 | loss: 0.0310959 | val_loss: 0.0311496 | Time: 1667.89 ms [2022-02-28 16:30:44 main:574] : INFO : Epoch 1826 | loss: 0.0310939 | val_loss: 0.0311604 | Time: 1664.06 ms [2022-02-28 16:30:46 main:574] : INFO : Epoch 1827 | loss: 0.0310953 | val_loss: 0.0311497 | Time: 1662.07 ms [2022-02-28 16:30:47 main:574] : INFO : Epoch 1828 | loss: 0.0310938 | val_loss: 0.0311524 | Time: 1650.09 ms [2022-02-28 16:30:49 main:574] : INFO : Epoch 1829 | loss: 0.0310931 | val_loss: 0.0311584 | Time: 1665.1 ms [2022-02-28 16:30:51 main:574] : INFO : Epoch 1830 | loss: 0.0310923 | val_loss: 0.0311571 | Time: 1649.53 ms [2022-02-28 16:30:52 main:574] : INFO : Epoch 1831 | loss: 0.031092 | val_loss: 0.0311565 | Time: 1665.12 ms [2022-02-28 16:30:54 main:574] : INFO : Epoch 1832 | loss: 0.0310928 | val_loss: 0.0311594 | Time: 1663.44 ms [2022-02-28 16:30:56 main:574] : INFO : Epoch 1833 | loss: 0.0310942 | val_loss: 0.0311542 | Time: 1660.13 ms [2022-02-28 16:30:57 main:574] : INFO : Epoch 1834 | loss: 0.0310939 | val_loss: 0.0311658 | Time: 1650.12 ms [2022-02-28 16:30:59 main:574] : INFO : Epoch 1835 | loss: 0.031092 | val_loss: 0.031157 | Time: 1660.98 ms [2022-02-28 16:31:01 main:574] : INFO : Epoch 1836 | loss: 0.0310929 | val_loss: 0.0311533 | Time: 1646.05 ms [2022-02-28 16:31:02 main:574] : INFO : Epoch 1837 | loss: 0.0310953 | val_loss: 0.0311528 | Time: 1670.77 ms [2022-02-28 16:31:04 main:574] : INFO : Epoch 1838 | loss: 0.0310941 | val_loss: 0.0311599 | Time: 1668.37 ms [2022-02-28 16:31:06 main:574] : INFO : Epoch 1839 | loss: 0.0310949 | val_loss: 0.0311568 | Time: 1654.56 ms [2022-02-28 16:31:07 main:574] : INFO : Epoch 1840 | loss: 0.0310948 | val_loss: 0.0311517 | Time: 1649.88 ms [2022-02-28 16:31:09 main:574] : INFO : Epoch 1841 | loss: 0.0310957 | val_loss: 0.031158 | Time: 1649.94 ms [2022-02-28 16:31:11 main:574] : INFO : Epoch 1842 | loss: 0.0310944 | val_loss: 0.031152 | Time: 1650.32 ms [2022-02-28 16:31:12 main:574] : INFO : Epoch 1843 | loss: 0.0310923 | val_loss: 0.0311641 | Time: 1667.47 ms [2022-02-28 16:31:14 main:574] : INFO : Epoch 1844 | loss: 0.0310941 | val_loss: 0.0311669 | Time: 1669.59 ms [2022-02-28 16:31:16 main:574] : INFO : Epoch 1845 | loss: 0.0310957 | val_loss: 0.0311498 | Time: 1663.34 ms [2022-02-28 16:31:17 main:574] : INFO : Epoch 1846 | loss: 0.0310967 | val_loss: 0.031152 | Time: 1652.75 ms [2022-02-28 16:31:19 main:574] : INFO : Epoch 1847 | loss: 0.0310945 | val_loss: 0.0311635 | Time: 1662.34 ms [2022-02-28 16:31:21 main:574] : INFO : Epoch 1848 | loss: 0.0310948 | val_loss: 0.0311624 | Time: 1652.69 ms [2022-02-28 16:31:22 main:574] : INFO : Epoch 1849 | loss: 0.0310942 | val_loss: 0.0311543 | Time: 1663.15 ms [2022-02-28 16:31:24 main:574] : INFO : Epoch 1850 | loss: 0.0310961 | val_loss: 0.0311538 | Time: 1656.82 ms [2022-02-28 16:31:26 main:574] : INFO : Epoch 1851 | loss: 0.0310952 | val_loss: 0.0311528 | Time: 1664.35 ms [2022-02-28 16:31:27 main:574] : INFO : Epoch 1852 | loss: 0.0310938 | val_loss: 0.0311593 | Time: 1658.84 ms [2022-02-28 16:31:29 main:574] : INFO : Epoch 1853 | loss: 0.0310906 | val_loss: 0.0311542 | Time: 1647.21 ms [2022-02-28 16:31:30 main:574] : INFO : Epoch 1854 | loss: 0.0310899 | val_loss: 0.0311581 | Time: 1646.9 ms [2022-02-28 16:31:32 main:574] : INFO : Epoch 1855 | loss: 0.0310901 | val_loss: 0.0311634 | Time: 1670.66 ms [2022-02-28 16:31:34 main:574] : INFO : Epoch 1856 | loss: 0.0310941 | val_loss: 0.0311528 | Time: 1719.74 ms [2022-02-28 16:31:36 main:574] : INFO : Epoch 1857 | loss: 0.031091 | val_loss: 0.0311489 | Time: 1655.25 ms [2022-02-28 16:31:37 main:574] : INFO : Epoch 1858 | loss: 0.0310934 | val_loss: 0.0311479 | Time: 1652.06 ms [2022-02-28 16:31:39 main:574] : INFO : Epoch 1859 | loss: 0.0310895 | val_loss: 0.0311534 | Time: 1645.04 ms [2022-02-28 16:31:41 main:574] : INFO : Epoch 1860 | loss: 0.0310894 | val_loss: 0.0311576 | Time: 1646.03 ms [2022-02-28 16:31:42 main:574] : INFO : Epoch 1861 | loss: 0.031092 | val_loss: 0.0311509 | Time: 1667.08 ms [2022-02-28 16:31:44 main:574] : INFO : Epoch 1862 | loss: 0.0310902 | val_loss: 0.0311513 | Time: 1663.45 ms [2022-02-28 16:31:46 main:574] : INFO : Epoch 1863 | loss: 0.0310939 | val_loss: 0.0311566 | Time: 1655.2 ms [2022-02-28 16:31:47 main:574] : INFO : Epoch 1864 | loss: 0.0310968 | val_loss: 0.0311558 | Time: 1656.72 ms [2022-02-28 16:31:49 main:574] : INFO : Epoch 1865 | loss: 0.0310989 | val_loss: 0.0311557 | Time: 1662.61 ms [2022-02-28 16:31:51 main:574] : INFO : Epoch 1866 | loss: 0.0311038 | val_loss: 0.0311451 | Time: 1651.67 ms [2022-02-28 16:31:52 main:574] : INFO : Epoch 1867 | loss: 0.0311019 | val_loss: 0.0311516 | Time: 1665.45 ms [2022-02-28 16:31:54 main:574] : INFO : Epoch 1868 | loss: 0.0311078 | val_loss: 0.0311503 | Time: 1672.17 ms [2022-02-28 16:31:56 main:574] : INFO : Epoch 1869 | loss: 0.0311058 | val_loss: 0.0311502 | Time: 1649.47 ms [2022-02-28 16:31:57 main:574] : INFO : Epoch 1870 | loss: 0.0311054 | val_loss: 0.0311581 | Time: 1654.35 ms [2022-02-28 16:31:59 main:574] : INFO : Epoch 1871 | loss: 0.0311041 | val_loss: 0.0311472 | Time: 1659.33 ms [2022-02-28 16:32:00 main:574] : INFO : Epoch 1872 | loss: 0.0311024 | val_loss: 0.0311577 | Time: 1653.77 ms [2022-02-28 16:32:02 main:574] : INFO : Epoch 1873 | loss: 0.0310998 | val_loss: 0.0311477 | Time: 1663.49 ms [2022-02-28 16:32:04 main:574] : INFO : Epoch 1874 | loss: 0.0310984 | val_loss: 0.0311458 | Time: 1667.89 ms [2022-02-28 16:32:05 main:574] : INFO : Epoch 1875 | loss: 0.0310971 | val_loss: 0.0311463 | Time: 1652.66 ms [2022-02-28 16:32:07 main:574] : INFO : Epoch 1876 | loss: 0.0310986 | val_loss: 0.0311504 | Time: 1646.57 ms [2022-02-28 16:32:09 main:574] : INFO : Epoch 1877 | loss: 0.0310984 | val_loss: 0.0311522 | Time: 1654.6 ms [2022-02-28 16:32:10 main:574] : INFO : Epoch 1878 | loss: 0.0311035 | val_loss: 0.0311522 | Time: 1651.8 ms [2022-02-28 16:32:12 main:574] : INFO : Epoch 1879 | loss: 0.031108 | val_loss: 0.0311475 | Time: 1657.38 ms [2022-02-28 16:32:14 main:574] : INFO : Epoch 1880 | loss: 0.0311066 | val_loss: 0.0311528 | Time: 1669.44 ms [2022-02-28 16:32:15 main:574] : INFO : Epoch 1881 | loss: 0.0311045 | val_loss: 0.0311497 | Time: 1660.79 ms [2022-02-28 16:32:17 main:574] : INFO : Epoch 1882 | loss: 0.031102 | val_loss: 0.0311476 | Time: 1656.27 ms [2022-02-28 16:32:19 main:574] : INFO : Epoch 1883 | loss: 0.0311004 | val_loss: 0.0311476 | Time: 1657.32 ms [2022-02-28 16:32:20 main:574] : INFO : Epoch 1884 | loss: 0.0310965 | val_loss: 0.0311474 | Time: 1655.11 ms [2022-02-28 16:32:22 main:574] : INFO : Epoch 1885 | loss: 0.0310957 | val_loss: 0.0311449 | Time: 1655.18 ms [2022-02-28 16:32:24 main:574] : INFO : Epoch 1886 | loss: 0.0310958 | val_loss: 0.0311551 | Time: 1673.11 ms [2022-02-28 16:32:25 main:574] : INFO : Epoch 1887 | loss: 0.0310971 | val_loss: 0.0311557 | Time: 1652.37 ms [2022-02-28 16:32:27 main:574] : INFO : Epoch 1888 | loss: 0.0311007 | val_loss: 0.0311526 | Time: 1657.36 ms [2022-02-28 16:32:29 main:574] : INFO : Epoch 1889 | loss: 0.0310976 | val_loss: 0.0311471 | Time: 1652.11 ms [2022-02-28 16:32:30 main:574] : INFO : Epoch 1890 | loss: 0.0310964 | val_loss: 0.0311477 | Time: 1650.34 ms [2022-02-28 16:32:32 main:574] : INFO : Epoch 1891 | loss: 0.0310971 | val_loss: 0.031159 | Time: 1659.59 ms [2022-02-28 16:32:34 main:574] : INFO : Epoch 1892 | loss: 0.0311028 | val_loss: 0.0311534 | Time: 1682.88 ms [2022-02-28 16:32:35 main:574] : INFO : Epoch 1893 | loss: 0.0311051 | val_loss: 0.0311549 | Time: 1646.53 ms [2022-02-28 16:32:37 main:574] : INFO : Epoch 1894 | loss: 0.0311001 | val_loss: 0.0311473 | Time: 1654.19 ms [2022-02-28 16:32:39 main:574] : INFO : Epoch 1895 | loss: 0.0310992 | val_loss: 0.0311476 | Time: 1653.87 ms [2022-02-28 16:32:40 main:574] : INFO : Epoch 1896 | loss: 0.0310969 | val_loss: 0.031148 | Time: 1653.55 ms [2022-02-28 16:32:42 main:574] : INFO : Epoch 1897 | loss: 0.0310992 | val_loss: 0.031148 | Time: 1656.15 ms [2022-02-28 16:32:44 main:574] : INFO : Epoch 1898 | loss: 0.0310989 | val_loss: 0.0311463 | Time: 1674.57 ms [2022-02-28 16:32:45 main:574] : INFO : Epoch 1899 | loss: 0.0311004 | val_loss: 0.0311449 | Time: 1646.31 ms [2022-02-28 16:32:47 main:574] : INFO : Epoch 1900 | loss: 0.0310993 | val_loss: 0.0311533 | Time: 1661.97 ms [2022-02-28 16:32:49 main:574] : INFO : Epoch 1901 | loss: 0.0310962 | val_loss: 0.0311552 | Time: 1655.14 ms [2022-02-28 16:32:50 main:574] : INFO : Epoch 1902 | loss: 0.031094 | val_loss: 0.03115 | Time: 1654.59 ms [2022-02-28 16:32:52 main:574] : INFO : Epoch 1903 | loss: 0.031094 | val_loss: 0.0311456 | Time: 1668.38 ms [2022-02-28 16:32:54 main:574] : INFO : Epoch 1904 | loss: 0.0310951 | val_loss: 0.031151 | Time: 1669.33 ms [2022-02-28 16:32:55 main:574] : INFO : Epoch 1905 | loss: 0.0310945 | val_loss: 0.0311523 | Time: 1654.19 ms [2022-02-28 16:32:57 main:574] : INFO : Epoch 1906 | loss: 0.0310925 | val_loss: 0.0311493 | Time: 1654.86 ms [2022-02-28 16:32:59 main:574] : INFO : Epoch 1907 | loss: 0.0310917 | val_loss: 0.0311461 | Time: 1651.59 ms [2022-02-28 16:33:00 main:574] : INFO : Epoch 1908 | loss: 0.0310912 | val_loss: 0.0311513 | Time: 1649.93 ms [2022-02-28 16:33:02 main:574] : INFO : Epoch 1909 | loss: 0.0310905 | val_loss: 0.0311443 | Time: 1660.57 ms [2022-02-28 16:33:04 main:574] : INFO : Epoch 1910 | loss: 0.0310931 | val_loss: 0.0311499 | Time: 1665.45 ms [2022-02-28 16:33:05 main:574] : INFO : Epoch 1911 | loss: 0.031095 | val_loss: 0.0311632 | Time: 1658.88 ms [2022-02-28 16:33:07 main:574] : INFO : Epoch 1912 | loss: 0.0310933 | val_loss: 0.0311525 | Time: 1651.53 ms [2022-02-28 16:33:09 main:574] : INFO : Epoch 1913 | loss: 0.0310962 | val_loss: 0.0311541 | Time: 1650.06 ms [2022-02-28 16:33:10 main:574] : INFO : Epoch 1914 | loss: 0.0310927 | val_loss: 0.0311491 | Time: 1651.68 ms [2022-02-28 16:33:12 main:574] : INFO : Epoch 1915 | loss: 0.0310893 | val_loss: 0.0311511 | Time: 1659.98 ms [2022-02-28 16:33:14 main:574] : INFO : Epoch 1916 | loss: 0.0310897 | val_loss: 0.0311514 | Time: 1667.78 ms [2022-02-28 16:33:15 main:574] : INFO : Epoch 1917 | loss: 0.0310896 | val_loss: 0.0311536 | Time: 1673.66 ms [2022-02-28 16:33:17 main:574] : INFO : Epoch 1918 | loss: 0.0310881 | val_loss: 0.0311578 | Time: 1654.42 ms [2022-02-28 16:33:19 main:574] : INFO : Epoch 1919 | loss: 0.0310891 | val_loss: 0.0311587 | Time: 1655.91 ms [2022-02-28 16:33:20 main:574] : INFO : Epoch 1920 | loss: 0.0310874 | val_loss: 0.0311526 | Time: 1661.15 ms [2022-02-28 16:33:22 main:574] : INFO : Epoch 1921 | loss: 0.0310892 | val_loss: 0.0311538 | Time: 1659.13 ms [2022-02-28 16:33:24 main:574] : INFO : Epoch 1922 | loss: 0.0310933 | val_loss: 0.0311556 | Time: 1663.19 ms [2022-02-28 16:33:25 main:574] : INFO : Epoch 1923 | loss: 0.031098 | val_loss: 0.0311507 | Time: 1660.51 ms [2022-02-28 16:33:27 main:574] : INFO : Epoch 1924 | loss: 0.0310966 | val_loss: 0.0311476 | Time: 1666.26 ms [2022-02-28 16:33:29 main:574] : INFO : Epoch 1925 | loss: 0.0310954 | val_loss: 0.0311553 | Time: 1647.65 ms [2022-02-28 16:33:30 main:574] : INFO : Epoch 1926 | loss: 0.0310961 | val_loss: 0.0311562 | Time: 1659.71 ms [2022-02-28 16:33:32 main:574] : INFO : Epoch 1927 | loss: 0.0310966 | val_loss: 0.0311488 | Time: 1652.59 ms [2022-02-28 16:33:34 main:574] : INFO : Epoch 1928 | loss: 0.0310969 | val_loss: 0.0311493 | Time: 1692 ms [2022-02-28 16:33:35 main:574] : INFO : Epoch 1929 | loss: 0.0311016 | val_loss: 0.0311497 | Time: 1650.43 ms [2022-02-28 16:33:37 main:574] : INFO : Epoch 1930 | loss: 0.0311033 | val_loss: 0.0311568 | Time: 1656.7 ms [2022-02-28 16:33:39 main:574] : INFO : Epoch 1931 | loss: 0.0311004 | val_loss: 0.0311576 | Time: 1654.23 ms [2022-02-28 16:33:40 main:574] : INFO : Epoch 1932 | loss: 0.031098 | val_loss: 0.0311493 | Time: 1649.56 ms [2022-02-28 16:33:42 main:574] : INFO : Epoch 1933 | loss: 0.0310946 | val_loss: 0.0311547 | Time: 1648.75 ms [2022-02-28 16:33:44 main:574] : INFO : Epoch 1934 | loss: 0.0310937 | val_loss: 0.0311499 | Time: 1667.29 ms [2022-02-28 16:33:45 main:574] : INFO : Epoch 1935 | loss: 0.0310928 | val_loss: 0.0311518 | Time: 1651.84 ms [2022-02-28 16:33:47 main:574] : INFO : Epoch 1936 | loss: 0.0310932 | val_loss: 0.0311518 | Time: 1654.87 ms [2022-02-28 16:33:49 main:574] : INFO : Epoch 1937 | loss: 0.0310929 | val_loss: 0.0311524 | Time: 1674.86 ms [2022-02-28 16:33:50 main:574] : INFO : Epoch 1938 | loss: 0.0310941 | val_loss: 0.0311526 | Time: 1655.35 ms [2022-02-28 16:33:52 main:574] : INFO : Epoch 1939 | loss: 0.0311012 | val_loss: 0.0311493 | Time: 1661.8 ms [2022-02-28 16:33:54 main:574] : INFO : Epoch 1940 | loss: 0.0310976 | val_loss: 0.0311557 | Time: 1669.89 ms [2022-02-28 16:33:55 main:574] : INFO : Epoch 1941 | loss: 0.0310946 | val_loss: 0.0311533 | Time: 1656.13 ms [2022-02-28 16:33:57 main:574] : INFO : Epoch 1942 | loss: 0.0310926 | val_loss: 0.0311515 | Time: 1654.8 ms [2022-02-28 16:33:59 main:574] : INFO : Epoch 1943 | loss: 0.0310956 | val_loss: 0.0311516 | Time: 1640.25 ms [2022-02-28 16:34:00 main:574] : INFO : Epoch 1944 | loss: 0.0310941 | val_loss: 0.0311464 | Time: 1661.38 ms [2022-02-28 16:34:02 main:574] : INFO : Epoch 1945 | loss: 0.0310984 | val_loss: 0.0311494 | Time: 1656.93 ms [2022-02-28 16:34:04 main:574] : INFO : Epoch 1946 | loss: 0.0310974 | val_loss: 0.0311485 | Time: 1677.41 ms [2022-02-28 16:34:05 main:574] : INFO : Epoch 1947 | loss: 0.0310983 | val_loss: 0.0311554 | Time: 1647.76 ms [2022-02-28 16:34:07 main:574] : INFO : Epoch 1948 | loss: 0.0310968 | val_loss: 0.0311465 | Time: 1659.59 ms [2022-02-28 16:34:09 main:574] : INFO : Epoch 1949 | loss: 0.0310975 | val_loss: 0.031144 | Time: 1650.04 ms [2022-02-28 16:34:10 main:574] : INFO : Epoch 1950 | loss: 0.0311005 | val_loss: 0.0311518 | Time: 1648.03 ms [2022-02-28 16:34:12 main:574] : INFO : Epoch 1951 | loss: 0.031098 | val_loss: 0.0311476 | Time: 1652.26 ms [2022-02-28 16:34:14 main:574] : INFO : Epoch 1952 | loss: 0.0310955 | val_loss: 0.0311487 | Time: 1673.95 ms [2022-02-28 16:34:15 main:574] : INFO : Epoch 1953 | loss: 0.0310935 | val_loss: 0.0311559 | Time: 1656.2 ms [2022-02-28 16:34:17 main:574] : INFO : Epoch 1954 | loss: 0.031096 | val_loss: 0.0311464 | Time: 1659.88 ms [2022-02-28 16:34:19 main:574] : INFO : Epoch 1955 | loss: 0.0310952 | val_loss: 0.0311502 | Time: 1655.63 ms [2022-02-28 16:34:20 main:574] : INFO : Epoch 1956 | loss: 0.0310929 | val_loss: 0.0311491 | Time: 1657.72 ms [2022-02-28 16:34:22 main:574] : INFO : Epoch 1957 | loss: 0.0310935 | val_loss: 0.0311488 | Time: 1656.74 ms [2022-02-28 16:34:24 main:574] : INFO : Epoch 1958 | loss: 0.0310919 | val_loss: 0.031139 | Time: 1672.83 ms [2022-02-28 16:34:25 main:574] : INFO : Epoch 1959 | loss: 0.0310939 | val_loss: 0.0311425 | Time: 1660.72 ms [2022-02-28 16:34:27 main:574] : INFO : Epoch 1960 | loss: 0.031104 | val_loss: 0.0311504 | Time: 1663.26 ms [2022-02-28 16:34:29 main:574] : INFO : Epoch 1961 | loss: 0.0311064 | val_loss: 0.031155 | Time: 1645.15 ms [2022-02-28 16:34:30 main:574] : INFO : Epoch 1962 | loss: 0.0311104 | val_loss: 0.0311549 | Time: 1659.77 ms [2022-02-28 16:34:32 main:574] : INFO : Epoch 1963 | loss: 0.0311052 | val_loss: 0.0311553 | Time: 1661.49 ms [2022-02-28 16:34:34 main:574] : INFO : Epoch 1964 | loss: 0.0311023 | val_loss: 0.0311484 | Time: 1667.44 ms [2022-02-28 16:34:35 main:574] : INFO : Epoch 1965 | loss: 0.0310999 | val_loss: 0.0311535 | Time: 1669.28 ms [2022-02-28 16:34:37 main:574] : INFO : Epoch 1966 | loss: 0.0310979 | val_loss: 0.0311585 | Time: 1658.85 ms [2022-02-28 16:34:39 main:574] : INFO : Epoch 1967 | loss: 0.0311043 | val_loss: 0.0311487 | Time: 1650.14 ms [2022-02-28 16:34:40 main:574] : INFO : Epoch 1968 | loss: 0.0311195 | val_loss: 0.0311485 | Time: 1655.32 ms [2022-02-28 16:34:42 main:574] : INFO : Epoch 1969 | loss: 0.0311145 | val_loss: 0.0311477 | Time: 1658.15 ms [2022-02-28 16:34:44 main:574] : INFO : Epoch 1970 | loss: 0.0311132 | val_loss: 0.0311452 | Time: 1664.78 ms [2022-02-28 16:34:45 main:574] : INFO : Epoch 1971 | loss: 0.0311089 | val_loss: 0.03115 | Time: 1649.42 ms [2022-02-28 16:34:47 main:574] : INFO : Epoch 1972 | loss: 0.031105 | val_loss: 0.0311459 | Time: 1656.17 ms [2022-02-28 16:34:49 main:574] : INFO : Epoch 1973 | loss: 0.0311045 | val_loss: 0.0311442 | Time: 1655.11 ms [2022-02-28 16:34:50 main:574] : INFO : Epoch 1974 | loss: 0.031107 | val_loss: 0.0311557 | Time: 1655.13 ms [2022-02-28 16:34:52 main:574] : INFO : Epoch 1975 | loss: 0.0311069 | val_loss: 0.0311482 | Time: 1657.9 ms [2022-02-28 16:34:54 main:574] : INFO : Epoch 1976 | loss: 0.0310992 | val_loss: 0.0311536 | Time: 1672.52 ms [2022-02-28 16:34:55 main:574] : INFO : Epoch 1977 | loss: 0.0310978 | val_loss: 0.0311534 | Time: 1647.02 ms [2022-02-28 16:34:57 main:574] : INFO : Epoch 1978 | loss: 0.0310982 | val_loss: 0.031155 | Time: 1660.45 ms [2022-02-28 16:34:59 main:574] : INFO : Epoch 1979 | loss: 0.0310981 | val_loss: 0.0311542 | Time: 1649.83 ms [2022-02-28 16:35:00 main:574] : INFO : Epoch 1980 | loss: 0.031097 | val_loss: 0.0311512 | Time: 1657.63 ms [2022-02-28 16:35:02 main:574] : INFO : Epoch 1981 | loss: 0.0310962 | val_loss: 0.0311501 | Time: 1652.86 ms [2022-02-28 16:35:04 main:574] : INFO : Epoch 1982 | loss: 0.0310944 | val_loss: 0.0311546 | Time: 1673.98 ms [2022-02-28 16:35:05 main:574] : INFO : Epoch 1983 | loss: 0.0310951 | val_loss: 0.0311433 | Time: 1649.37 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970) [2022-02-28 16:35:42 main:435] : INFO : Set logging level to 1 [2022-02-28 16:35:42 main:441] : INFO : Running in BOINC Client mode [2022-02-28 16:35:42 main:444] : INFO : Resolving all filenames [2022-02-28 16:35:42 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-28 16:35:42 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-28 16:35:42 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-28 16:35:42 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-28 16:35:42 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-28 16:35:42 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-28 16:35:42 main:474] : INFO : Configuration: [2022-02-28 16:35:42 main:475] : INFO : Model type: GRU [2022-02-28 16:35:42 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-28 16:35:42 main:477] : INFO : Max Epochs: 2048 [2022-02-28 16:35:42 main:478] : INFO : Batch Size: 128 [2022-02-28 16:35:42 main:479] : INFO : Learning Rate: 0.01 [2022-02-28 16:35:42 main:480] : INFO : Patience: 10 [2022-02-28 16:35:42 main:481] : INFO : Hidden Width: 12 [2022-02-28 16:35:42 main:482] : INFO : # Recurrent Layers: 4 [2022-02-28 16:35:42 main:483] : INFO : # Backend Layers: 4 [2022-02-28 16:35:42 main:484] : INFO : # Threads: 1 [2022-02-28 16:35:42 main:486] : INFO : Preparing Dataset [2022-02-28 16:35:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-28 16:35:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-28 16:35:44 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-28 16:35:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-28 16:35:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-28 16:35:44 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-28 16:35:44 main:494] : INFO : Creating Model [2022-02-28 16:35:44 main:507] : INFO : Preparing config file [2022-02-28 16:35:44 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-28 16:35:44 main:512] : INFO : Loading config [2022-02-28 16:35:44 main:514] : INFO : Loading state [2022-02-28 16:35:44 main:559] : INFO : Loading DataLoader into Memory [2022-02-28 16:35:44 main:562] : INFO : Starting Training [2022-02-28 16:35:46 main:574] : INFO : Epoch 1976 | loss: 0.0311365 | val_loss: 0.0311601 | Time: 1829.12 ms [2022-02-28 16:35:48 main:574] : INFO : Epoch 1977 | loss: 0.0311058 | val_loss: 0.0311496 | Time: 1634.1 ms [2022-02-28 16:35:49 main:574] : INFO : Epoch 1978 | loss: 0.0311007 | val_loss: 0.0311482 | Time: 1642.87 ms [2022-02-28 16:35:51 main:574] : INFO : Epoch 1979 | loss: 0.0311011 | val_loss: 0.0311504 | Time: 1639.73 ms [2022-02-28 16:35:53 main:574] : INFO : Epoch 1980 | loss: 0.0311003 | val_loss: 0.0311512 | Time: 1652.45 ms [2022-02-28 16:35:54 main:574] : INFO : Epoch 1981 | loss: 0.0310988 | val_loss: 0.0311529 | Time: 1659.72 ms [2022-02-28 16:35:56 main:574] : INFO : Epoch 1982 | loss: 0.0310978 | val_loss: 0.0311506 | Time: 1645.45 ms [2022-02-28 16:35:58 main:574] : INFO : Epoch 1983 | loss: 0.0310959 | val_loss: 0.0311485 | Time: 1641.25 ms [2022-02-28 16:35:59 main:574] : INFO : Epoch 1984 | loss: 0.0310947 | val_loss: 0.0311534 | Time: 1646.2 ms [2022-02-28 16:36:01 main:574] : INFO : Epoch 1985 | loss: 0.0311078 | val_loss: 0.0311509 | Time: 1647.61 ms [2022-02-28 16:36:03 main:574] : INFO : Epoch 1986 | loss: 0.0311058 | val_loss: 0.0311454 | Time: 1653.69 ms [2022-02-28 16:36:04 main:574] : INFO : Epoch 1987 | loss: 0.0311016 | val_loss: 0.0311518 | Time: 1655.06 ms [2022-02-28 16:36:06 main:574] : INFO : Epoch 1988 | loss: 0.0311011 | val_loss: 0.0311465 | Time: 1637.58 ms [2022-02-28 16:36:08 main:574] : INFO : Epoch 1989 | loss: 0.031097 | val_loss: 0.0311623 | Time: 1650.61 ms [2022-02-28 16:36:09 main:574] : INFO : Epoch 1990 | loss: 0.0310992 | val_loss: 0.0311475 | Time: 1644.84 ms [2022-02-28 16:36:11 main:574] : INFO : Epoch 1991 | loss: 0.0310952 | val_loss: 0.0311475 | Time: 1645.79 ms [2022-02-28 16:36:13 main:574] : INFO : Epoch 1992 | loss: 0.0310942 | val_loss: 0.0311432 | Time: 1653.06 ms [2022-02-28 16:36:14 main:574] : INFO : Epoch 1993 | loss: 0.0310939 | val_loss: 0.0311468 | Time: 1664.57 ms [2022-02-28 16:36:16 main:574] : INFO : Epoch 1994 | loss: 0.0310964 | val_loss: 0.0311437 | Time: 1648.9 ms [2022-02-28 16:36:18 main:574] : INFO : Epoch 1995 | loss: 0.0310978 | val_loss: 0.0311405 | Time: 1655.13 ms [2022-02-28 16:36:19 main:574] : INFO : Epoch 1996 | loss: 0.031097 | val_loss: 0.0311411 | Time: 1655.56 ms [2022-02-28 16:36:21 main:574] : INFO : Epoch 1997 | loss: 0.0310948 | val_loss: 0.0311466 | Time: 1653.82 ms [2022-02-28 16:36:23 main:574] : INFO : Epoch 1998 | loss: 0.0310954 | val_loss: 0.0311448 | Time: 1657.2 ms [2022-02-28 16:36:24 main:574] : INFO : Epoch 1999 | loss: 0.0310925 | val_loss: 0.0311398 | Time: 1666.55 ms [2022-02-28 16:36:26 main:574] : INFO : Epoch 2000 | loss: 0.0310969 | val_loss: 0.0311451 | Time: 1646.24 ms [2022-02-28 16:36:28 main:574] : INFO : Epoch 2001 | loss: 0.031096 | val_loss: 0.0311385 | Time: 1655.63 ms [2022-02-28 16:36:29 main:574] : INFO : Epoch 2002 | loss: 0.0310943 | val_loss: 0.0311468 | Time: 1642.29 ms [2022-02-28 16:36:31 main:574] : INFO : Epoch 2003 | loss: 0.031095 | val_loss: 0.0311442 | Time: 1651.13 ms [2022-02-28 16:36:32 main:574] : INFO : Epoch 2004 | loss: 0.031092 | val_loss: 0.0311482 | Time: 1656.09 ms [2022-02-28 16:36:34 main:574] : INFO : Epoch 2005 | loss: 0.0310919 | val_loss: 0.0311424 | Time: 1675.2 ms [2022-02-28 16:36:36 main:574] : INFO : Epoch 2006 | loss: 0.03109 | val_loss: 0.0311489 | Time: 1640.33 ms [2022-02-28 16:36:37 main:574] : INFO : Epoch 2007 | loss: 0.0310916 | val_loss: 0.0311437 | Time: 1658.65 ms [2022-02-28 16:36:39 main:574] : INFO : Epoch 2008 | loss: 0.0310919 | val_loss: 0.0311495 | Time: 1640.58 ms [2022-02-28 16:36:41 main:574] : INFO : Epoch 2009 | loss: 0.031093 | val_loss: 0.0311463 | Time: 1654.39 ms [2022-02-28 16:36:42 main:574] : INFO : Epoch 2010 | loss: 0.0310931 | val_loss: 0.0311469 | Time: 1649.16 ms [2022-02-28 16:36:44 main:574] : INFO : Epoch 2011 | loss: 0.0310919 | val_loss: 0.0311421 | Time: 1663.16 ms [2022-02-28 16:36:46 main:574] : INFO : Epoch 2012 | loss: 0.0310918 | val_loss: 0.0311452 | Time: 1649.73 ms [2022-02-28 16:36:47 main:574] : INFO : Epoch 2013 | loss: 0.031093 | val_loss: 0.0311452 | Time: 1659.89 ms [2022-02-28 16:36:49 main:574] : INFO : Epoch 2014 | loss: 0.0310927 | val_loss: 0.0311486 | Time: 1652.33 ms [2022-02-28 16:36:51 main:574] : INFO : Epoch 2015 | loss: 0.0310899 | val_loss: 0.0311449 | Time: 1653.2 ms [2022-02-28 16:36:52 main:574] : INFO : Epoch 2016 | loss: 0.0310892 | val_loss: 0.0311489 | Time: 1657.4 ms [2022-02-28 16:36:54 main:574] : INFO : Epoch 2017 | loss: 0.0310915 | val_loss: 0.0311464 | Time: 1658.49 ms [2022-02-28 16:36:56 main:574] : INFO : Epoch 2018 | loss: 0.0310909 | val_loss: 0.0311492 | Time: 1649.35 ms [2022-02-28 16:36:57 main:574] : INFO : Epoch 2019 | loss: 0.0310897 | val_loss: 0.0311415 | Time: 1657.63 ms [2022-02-28 16:36:59 main:574] : INFO : Epoch 2020 | loss: 0.0310916 | val_loss: 0.0311542 | Time: 1648.26 ms [2022-02-28 16:37:01 main:574] : INFO : Epoch 2021 | loss: 0.0310924 | val_loss: 0.0311452 | Time: 1650.62 ms [2022-02-28 16:37:02 main:574] : INFO : Epoch 2022 | loss: 0.0310953 | val_loss: 0.0311476 | Time: 1650.69 ms [2022-02-28 16:37:04 main:574] : INFO : Epoch 2023 | loss: 0.0310937 | val_loss: 0.031144 | Time: 1652.46 ms [2022-02-28 16:37:06 main:574] : INFO : Epoch 2024 | loss: 0.0311118 | val_loss: 0.0311499 | Time: 1650.35 ms [2022-02-28 16:37:07 main:574] : INFO : Epoch 2025 | loss: 0.0311142 | val_loss: 0.0311499 | Time: 1647.49 ms [2022-02-28 16:37:09 main:574] : INFO : Epoch 2026 | loss: 0.0311115 | val_loss: 0.0311536 | Time: 1640.38 ms [2022-02-28 16:37:11 main:574] : INFO : Epoch 2027 | loss: 0.031107 | val_loss: 0.031153 | Time: 1648.69 ms [2022-02-28 16:37:12 main:574] : INFO : Epoch 2028 | loss: 0.0311041 | val_loss: 0.0311457 | Time: 1649.8 ms [2022-02-28 16:37:14 main:574] : INFO : Epoch 2029 | loss: 0.0311034 | val_loss: 0.0311518 | Time: 1657.09 ms [2022-02-28 16:37:16 main:574] : INFO : Epoch 2030 | loss: 0.0311024 | val_loss: 0.0311466 | Time: 1648.3 ms [2022-02-28 16:37:17 main:574] : INFO : Epoch 2031 | loss: 0.0311007 | val_loss: 0.0311492 | Time: 1649 ms [2022-02-28 16:37:19 main:574] : INFO : Epoch 2032 | loss: 0.0311009 | val_loss: 0.0311477 | Time: 1659.84 ms [2022-02-28 16:37:21 main:574] : INFO : Epoch 2033 | loss: 0.0311024 | val_loss: 0.0311479 | Time: 1645.75 ms [2022-02-28 16:37:22 main:574] : INFO : Epoch 2034 | loss: 0.0310988 | val_loss: 0.0311512 | Time: 1655 ms [2022-02-28 16:37:24 main:574] : INFO : Epoch 2035 | loss: 0.031096 | val_loss: 0.0311507 | Time: 1656.95 ms [2022-02-28 16:37:26 main:574] : INFO : Epoch 2036 | loss: 0.0310984 | val_loss: 0.0311423 | Time: 1652.55 ms [2022-02-28 16:37:27 main:574] : INFO : Epoch 2037 | loss: 0.031096 | val_loss: 0.0311482 | Time: 1658.7 ms [2022-02-28 16:37:29 main:574] : INFO : Epoch 2038 | loss: 0.0310928 | val_loss: 0.0311452 | Time: 1645.84 ms [2022-02-28 16:37:31 main:574] : INFO : Epoch 2039 | loss: 0.0310937 | val_loss: 0.031147 | Time: 1646.74 ms [2022-02-28 16:37:32 main:574] : INFO : Epoch 2040 | loss: 0.0310933 | val_loss: 0.0311435 | Time: 1658.73 ms [2022-02-28 16:37:34 main:574] : INFO : Epoch 2041 | loss: 0.0310927 | val_loss: 0.0311439 | Time: 1658.69 ms [2022-02-28 16:37:36 main:574] : INFO : Epoch 2042 | loss: 0.0310909 | val_loss: 0.0311495 | Time: 1651.53 ms [2022-02-28 16:37:37 main:574] : INFO : Epoch 2043 | loss: 0.0310894 | val_loss: 0.0311459 | Time: 1649.84 ms [2022-02-28 16:37:39 main:574] : INFO : Epoch 2044 | loss: 0.0310892 | val_loss: 0.0311484 | Time: 1639.5 ms [2022-02-28 16:37:40 main:574] : INFO : Epoch 2045 | loss: 0.031089 | val_loss: 0.0311438 | Time: 1651.85 ms [2022-02-28 16:37:42 main:574] : INFO : Epoch 2046 | loss: 0.0310887 | val_loss: 0.0311535 | Time: 1653.29 ms [2022-02-28 16:37:44 main:574] : INFO : Epoch 2047 | loss: 0.0310892 | val_loss: 0.0311412 | Time: 1653.91 ms [2022-02-28 16:37:45 main:574] : INFO : Epoch 2048 | loss: 0.031089 | val_loss: 0.0311481 | Time: 1645.65 ms [2022-02-28 16:37:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311481 [2022-02-28 16:37:45 main:603] : INFO : Saving end state to config to file [2022-02-28 16:37:45 main:608] : INFO : Success, exiting.. 16:37:45 (23308): 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)