Task 11203469
| Name | ParityModified-1639959361-20711-2-0_0 |
| Workunit | 8476514 |
| Created | 31 Jan 2022, 17:38:39 UTC |
| Sent | 15 Feb 2022, 18:50:25 UTC |
| Report deadline | 23 Feb 2022, 18:50:25 UTC |
| Received | 23 Apr 2022, 14:38:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17442 |
| Run time | 2 hours 39 min 26 sec |
| CPU time | 2 hours 15 min 17 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,866.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 311615 | Time: 4020.52 ms [2022-04-03 17:45:43 main:574] : INFO : Epoch 1614 | loss: 0.0311541 | val_loss: 0.0311637 | Time: 4133.41 ms [2022-04-03 17:45:47 main:574] : INFO : Epoch 1615 | loss: 0.0311529 | val_loss: 0.0311609 | Time: 4094.16 ms [2022-04-03 17:45:51 main:574] : INFO : Epoch 1616 | loss: 0.0311518 | val_loss: 0.0311611 | Time: 4034.79 ms [2022-04-03 17:45:55 main:574] : INFO : Epoch 1617 | loss: 0.0311507 | val_loss: 0.0311672 | Time: 4039.11 ms [2022-04-03 17:46:00 main:574] : INFO : Epoch 1618 | loss: 0.0311537 | val_loss: 0.0311613 | Time: 4115.85 ms [2022-04-03 17:46:04 main:574] : INFO : Epoch 1619 | loss: 0.0311496 | val_loss: 0.0311613 | Time: 3931 ms [2022-04-03 17:46:08 main:574] : INFO : Epoch 1620 | loss: 0.0311512 | val_loss: 0.0311642 | Time: 4047.88 ms [2022-04-03 17:46:12 main:574] : INFO : Epoch 1621 | loss: 0.0311514 | val_loss: 0.0311622 | Time: 4072.49 ms [2022-04-03 17:46:16 main:574] : INFO : Epoch 1622 | loss: 0.031156 | val_loss: 0.0311694 | Time: 4199.12 ms [2022-04-03 17:46:20 main:574] : INFO : Epoch 1623 | loss: 0.0311538 | val_loss: 0.0311628 | Time: 4016.9 ms [2022-04-03 17:46:24 main:574] : INFO : Epoch 1624 | loss: 0.0311499 | val_loss: 0.031162 | Time: 3983.48 ms [2022-04-03 17:46:28 main:574] : INFO : Epoch 1625 | loss: 0.0311492 | val_loss: 0.0311635 | Time: 4039.19 ms [2022-04-03 17:46:32 main:574] : INFO : Epoch 1626 | loss: 0.0311509 | val_loss: 0.0311631 | Time: 4012.89 ms [2022-04-03 17:46:36 main:574] : INFO : Epoch 1627 | loss: 0.0311501 | val_loss: 0.0311681 | Time: 4186.07 ms [2022-04-03 17:46:40 main:574] : INFO : Epoch 1628 | loss: 0.031153 | val_loss: 0.0311681 | Time: 4198.43 ms [2022-04-03 17:46:45 main:574] : INFO : Epoch 1629 | loss: 0.0311515 | val_loss: 0.0311934 | Time: 4313.5 ms [2022-04-03 17:46:49 main:574] : INFO : Epoch 1630 | loss: 0.031166 | val_loss: 0.0311738 | Time: 4419.13 ms [2022-04-03 17:46:53 main:574] : INFO : Epoch 1631 | loss: 0.0311533 | val_loss: 0.0311629 | Time: 4341.55 ms [2022-04-03 17:46:57 main:574] : INFO : Epoch 1632 | loss: 0.0311507 | val_loss: 0.0311617 | Time: 4025.35 ms [2022-04-03 17:47:01 main:574] : INFO : Epoch 1633 | loss: 0.0311507 | val_loss: 0.031165 | Time: 4006.63 ms [2022-04-03 17:47:06 main:574] : INFO : Epoch 1634 | loss: 0.0311582 | val_loss: 0.0311621 | Time: 4023.18 ms [2022-04-03 17:47:10 main:574] : INFO : Epoch 1635 | loss: 0.0311543 | val_loss: 0.0311615 | Time: 4019.94 ms [2022-04-03 17:47:14 main:574] : INFO : Epoch 1636 | loss: 0.0311529 | val_loss: 0.0311602 | Time: 4023.16 ms [2022-04-03 17:47:18 main:574] : INFO : Epoch 1637 | loss: 0.0311493 | val_loss: 0.0311623 | Time: 4049.61 ms [2022-04-03 17:47:22 main:574] : INFO : Epoch 1638 | loss: 0.0311527 | val_loss: 0.03116 | Time: 4095.79 ms [2022-04-03 17:47:26 main:574] : INFO : Epoch 1639 | loss: 0.0311514 | val_loss: 0.0311588 | Time: 3999.42 ms [2022-04-03 17:47:30 main:574] : INFO : Epoch 1640 | loss: 0.0311515 | val_loss: 0.0311614 | Time: 4001.78 ms [2022-04-03 17:47:34 main:574] : INFO : Epoch 1641 | loss: 0.0311502 | val_loss: 0.0311572 | Time: 4066.14 ms [2022-04-03 17:47:38 main:574] : INFO : Epoch 1642 | loss: 0.031149 | val_loss: 0.0311582 | Time: 4166.78 ms [2022-04-03 17:47:42 main:574] : INFO : Epoch 1643 | loss: 0.0311474 | val_loss: 0.0311583 | Time: 3948.86 ms [2022-04-03 17:47:46 main:574] : INFO : Epoch 1644 | loss: 0.0311461 | val_loss: 0.0311576 | Time: 4014.9 ms [2022-04-03 17:47:50 main:574] : INFO : Epoch 1645 | loss: 0.0311477 | val_loss: 0.0311607 | Time: 4089.6 ms [2022-04-03 17:47:54 main:574] : INFO : Epoch 1646 | loss: 0.0311475 | val_loss: 0.0311571 | Time: 3946.72 ms [2022-04-03 17:47:58 main:574] : INFO : Epoch 1647 | loss: 0.0311464 | val_loss: 0.0311598 | Time: 4255.9 ms [2022-04-03 17:48:03 main:574] : INFO : Epoch 1648 | loss: 0.0311512 | val_loss: 0.0311674 | Time: 4280.93 ms [2022-04-03 17:48:07 main:574] : INFO : Epoch 1649 | loss: 0.0311495 | val_loss: 0.0311593 | Time: 4075.78 ms [2022-04-03 17:48:11 main:574] : INFO : Epoch 1650 | loss: 0.0311484 | val_loss: 0.0311609 | Time: 4006.5 ms [2022-04-03 17:48:15 main:574] : INFO : Epoch 1651 | loss: 0.0311469 | val_loss: 0.0311677 | Time: 4151.82 ms [2022-04-03 17:48:19 main:574] : INFO : Epoch 1652 | loss: 0.0311472 | val_loss: 0.0311621 | Time: 4129.41 ms [2022-04-03 17:48:23 main:574] : INFO : Epoch 1653 | loss: 0.0311448 | val_loss: 0.0311669 | Time: 4195.82 ms [2022-04-03 17:48:27 main:574] : INFO : Epoch 1654 | loss: 0.0311451 | val_loss: 0.031157 | Time: 4075.78 ms [2022-04-03 17:48:31 main:574] : INFO : Epoch 1655 | loss: 0.0311442 | val_loss: 0.031159 | Time: 4023.97 ms [2022-04-03 17:48:35 main:574] : INFO : Epoch 1656 | loss: 0.0311448 | val_loss: 0.0311594 | Time: 4038.66 ms [2022-04-03 17:48:39 main:574] : INFO : Epoch 1657 | loss: 0.0311463 | val_loss: 0.0311652 | Time: 4141.53 ms [2022-04-03 17:48:43 main:574] : INFO : Epoch 1658 | loss: 0.031149 | val_loss: 0.0311623 | Time: 4080.23 ms [2022-04-03 17:48:48 main:574] : INFO : Epoch 1659 | loss: 0.031147 | val_loss: 0.0311596 | Time: 4216.67 ms [2022-04-03 17:48:52 main:574] : INFO : Epoch 1660 | loss: 0.0311528 | val_loss: 0.0311604 | Time: 4277.05 ms [2022-04-03 17:48:56 main:574] : INFO : Epoch 1661 | loss: 0.0311483 | val_loss: 0.0311593 | Time: 4191.3 ms [2022-04-03 17:49:01 main:574] : INFO : Epoch 1662 | loss: 0.0311438 | val_loss: 0.0311575 | Time: 4445.22 ms [2022-04-03 17:49:05 main:574] : INFO : Epoch 1663 | loss: 0.0311445 | val_loss: 0.0311569 | Time: 4279.39 ms [2022-04-03 17:49:09 main:574] : INFO : Epoch 1664 | loss: 0.0311422 | val_loss: 0.0311623 | Time: 4375.7 ms [2022-04-03 17:49:14 main:574] : INFO : Epoch 1665 | loss: 0.031141 | val_loss: 0.0311679 | Time: 4352.37 ms [2022-04-03 17:49:18 main:574] : INFO : Epoch 1666 | loss: 0.0311415 | val_loss: 0.0311604 | Time: 4087.2 ms [2022-04-03 17:49:22 main:574] : INFO : Epoch 1667 | loss: 0.0311407 | val_loss: 0.0311563 | Time: 3996.9 ms [2022-04-03 17:49:26 main:574] : INFO : Epoch 1668 | loss: 0.031142 | val_loss: 0.0311572 | Time: 4030.1 ms [2022-04-03 17:49:30 main:574] : INFO : Epoch 1669 | loss: 0.0311412 | val_loss: 0.0311547 | Time: 4027.12 ms [2022-04-03 17:49:34 main:574] : INFO : Epoch 1670 | loss: 0.031142 | val_loss: 0.03116 | Time: 4071.66 ms [2022-04-03 17:49:38 main:574] : INFO : Epoch 1671 | loss: 0.0311449 | val_loss: 0.0311596 | Time: 4139.89 ms [2022-04-03 17:49:42 main:574] : INFO : Epoch 1672 | loss: 0.031145 | val_loss: 0.0311614 | Time: 4041.82 ms [2022-04-03 17:49:46 main:574] : INFO : Epoch 1673 | loss: 0.031148 | val_loss: 0.0311589 | Time: 4098.08 ms [2022-04-03 17:49:50 main:574] : INFO : Epoch 1674 | loss: 0.0311486 | val_loss: 0.03116 | Time: 4121.4 ms [2022-04-03 17:49:54 main:574] : INFO : Epoch 1675 | loss: 0.0311473 | val_loss: 0.0311591 | Time: 4036.35 ms [2022-04-03 17:49:58 main:574] : INFO : Epoch 1676 | loss: 0.0311504 | val_loss: 0.0311619 | Time: 4081.43 ms [2022-04-03 17:50:03 main:574] : INFO : Epoch 1677 | loss: 0.031156 | val_loss: 0.0311796 | Time: 4238.14 ms [2022-04-03 17:50:07 main:574] : INFO : Epoch 1678 | loss: 0.0311502 | val_loss: 0.0311611 | Time: 4306.68 ms [2022-04-03 17:50:11 main:574] : INFO : Epoch 1679 | loss: 0.0311512 | val_loss: 0.0311588 | Time: 4361.8 ms [2022-04-03 17:50:16 main:574] : INFO : Epoch 1680 | loss: 0.0311694 | val_loss: 0.0311721 | Time: 4372.13 ms [2022-04-03 17:50:20 main:574] : INFO : Epoch 1681 | loss: 0.0311681 | val_loss: 0.0311682 | Time: 4334.4 ms [2022-04-03 17:50:24 main:574] : INFO : Epoch 1682 | loss: 0.0311636 | val_loss: 0.0311607 | Time: 4285.54 ms [2022-04-03 17:50:28 main:574] : INFO : Epoch 1683 | loss: 0.0311589 | val_loss: 0.0311602 | Time: 4091.89 ms [2022-04-03 17:50:32 main:574] : INFO : Epoch 1684 | loss: 0.0311563 | val_loss: 0.0311604 | Time: 4082.33 ms [2022-04-03 17:50:37 main:574] : INFO : Epoch 1685 | loss: 0.0311547 | val_loss: 0.0311563 | Time: 4038.07 ms [2022-04-03 17:50:41 main:574] : INFO : Epoch 1686 | loss: 0.0311534 | val_loss: 0.0311557 | Time: 4135.59 ms [2022-04-03 17:50:45 main:574] : INFO : Epoch 1687 | loss: 0.0311511 | val_loss: 0.0311544 | Time: 4051.46 ms [2022-04-03 17:50:49 main:574] : INFO : Epoch 1688 | loss: 0.0311502 | val_loss: 0.0311574 | Time: 4050.15 ms [2022-04-03 17:50:53 main:574] : INFO : Epoch 1689 | loss: 0.0311523 | val_loss: 0.031158 | Time: 4128.67 ms [2022-04-03 17:50:57 main:574] : INFO : Epoch 1690 | loss: 0.0311524 | val_loss: 0.0311537 | Time: 4077.51 ms [2022-04-03 17:51:01 main:574] : INFO : Epoch 1691 | loss: 0.0311521 | val_loss: 0.0311539 | Time: 4190.95 ms [2022-04-03 17:51:05 main:574] : INFO : Epoch 1692 | loss: 0.0311524 | val_loss: 0.031155 | Time: 4162.03 ms [2022-04-03 17:51:09 main:574] : INFO : Epoch 1693 | loss: 0.0311486 | val_loss: 0.0311565 | Time: 4138.42 ms [2022-04-03 17:51:14 main:574] : INFO : Epoch 1694 | loss: 0.0311474 | val_loss: 0.0311507 | Time: 4135.2 ms [2022-04-03 17:51:18 main:574] : INFO : Epoch 1695 | loss: 0.0311454 | val_loss: 0.0311512 | Time: 4121.74 ms [2022-04-03 17:51:22 main:574] : INFO : Epoch 1696 | loss: 0.0311484 | val_loss: 0.0311501 | Time: 3998.86 ms [2022-04-03 17:51:26 main:574] : INFO : Epoch 1697 | loss: 0.0311467 | val_loss: 0.0311511 | Time: 4203.31 ms [2022-04-03 17:51:30 main:574] : INFO : Epoch 1698 | loss: 0.0311517 | val_loss: 0.0311549 | Time: 3951.12 ms [2022-04-03 17:51:34 main:574] : INFO : Epoch 1699 | loss: 0.0311543 | val_loss: 0.0311542 | Time: 3899.08 ms [2022-04-03 17:51:38 main:574] : INFO : Epoch 1700 | loss: 0.0311542 | val_loss: 0.0311603 | Time: 4067.96 ms [2022-04-03 17:51:42 main:574] : INFO : Epoch 1701 | loss: 0.0311565 | val_loss: 0.0311656 | Time: 4070.87 ms [2022-04-03 17:51:46 main:574] : INFO : Epoch 1702 | loss: 0.0311568 | val_loss: 0.0311558 | Time: 4059.06 ms [2022-04-03 17:51:50 main:574] : INFO : Epoch 1703 | loss: 0.0311509 | val_loss: 0.0311535 | Time: 4121.86 ms [2022-04-03 17:51:54 main:574] : INFO : Epoch 1704 | loss: 0.0311517 | val_loss: 0.0311524 | Time: 4114.55 ms [2022-04-03 17:51:58 main:574] : INFO : Epoch 1705 | loss: 0.0311495 | val_loss: 0.0311569 | Time: 4120.01 ms [2022-04-03 17:52:02 main:574] : INFO : Epoch 1706 | loss: 0.0311492 | val_loss: 0.0311542 | Time: 4021.6 ms [2022-04-03 17:52:07 main:574] : INFO : Epoch 1707 | loss: 0.031146 | val_loss: 0.0311526 | Time: 4397.26 ms [2022-04-03 17:52:11 main:574] : INFO : Epoch 1708 | loss: 0.031149 | val_loss: 0.0311624 | Time: 4211.2 ms [2022-04-03 17:52:15 main:574] : INFO : Epoch 1709 | loss: 0.0311505 | val_loss: 0.0311503 | Time: 4329.53 ms [2022-04-03 17:52:20 main:574] : INFO : Epoch 1710 | loss: 0.0311468 | val_loss: 0.0311504 | Time: 4838.85 ms [2022-04-03 17:52:24 main:574] : INFO : Epoch 1711 | loss: 0.0311476 | val_loss: 0.0311507 | Time: 4258.96 ms [2022-04-03 17:52:29 main:574] : INFO : Epoch 1712 | loss: 0.0311453 | val_loss: 0.0311499 | Time: 4353.72 ms [2022-04-03 17:52:33 main:574] : INFO : Epoch 1713 | loss: 0.0311491 | val_loss: 0.0311464 | Time: 4256.79 ms [2022-04-03 17:52:37 main:574] : INFO : Epoch 1714 | loss: 0.0311469 | val_loss: 0.0311493 | Time: 4264.87 ms [2022-04-03 17:52:42 main:574] : INFO : Epoch 1715 | loss: 0.0311492 | val_loss: 0.0311496 | Time: 4312.25 ms [2022-04-03 17:52:46 main:574] : INFO : Epoch 1716 | loss: 0.0311447 | val_loss: 0.0311457 | Time: 4213.82 ms [2022-04-03 17:52:50 main:574] : INFO : Epoch 1717 | loss: 0.031143 | val_loss: 0.0311488 | Time: 4166.19 ms [2022-04-03 17:52:54 main:574] : INFO : Epoch 1718 | loss: 0.0311431 | val_loss: 0.0311469 | Time: 4195.87 ms [2022-04-03 17:52:58 main:574] : INFO : Epoch 1719 | loss: 0.0311437 | val_loss: 0.031146 | Time: 4229.26 ms [2022-04-03 17:53:03 main:574] : INFO : Epoch 1720 | loss: 0.031146 | val_loss: 0.0311469 | Time: 4296.81 ms [2022-04-03 17:53:07 main:574] : INFO : Epoch 1721 | loss: 0.0311455 | val_loss: 0.0311434 | Time: 4246.85 ms [2022-04-03 17:53:11 main:574] : INFO : Epoch 1722 | loss: 0.03114 | val_loss: 0.0311427 | Time: 4234.53 ms [2022-04-03 17:53:15 main:574] : INFO : Epoch 1723 | loss: 0.0311407 | val_loss: 0.0311439 | Time: 4197.06 ms [2022-04-03 17:53:20 main:574] : INFO : Epoch 1724 | loss: 0.0311422 | val_loss: 0.0311531 | Time: 4226.34 ms [2022-04-03 17:53:24 main:574] : INFO : Epoch 1725 | loss: 0.0311482 | val_loss: 0.0311559 | Time: 4199.58 ms [2022-04-03 17:53:28 main:574] : INFO : Epoch 1726 | loss: 0.0311547 | val_loss: 0.0311502 | Time: 4252.79 ms [2022-04-03 17:53:33 main:574] : INFO : Epoch 1727 | loss: 0.0311497 | val_loss: 0.0311493 | Time: 4351.21 ms [2022-04-03 17:53:37 main:574] : INFO : Epoch 1728 | loss: 0.0311493 | val_loss: 0.0311506 | Time: 4344.65 ms [2022-04-03 17:53:41 main:574] : INFO : Epoch 1729 | loss: 0.0311532 | val_loss: 0.0311476 | Time: 4216.46 ms [2022-04-03 17:53:45 main:574] : INFO : Epoch 1730 | loss: 0.0311452 | val_loss: 0.0311482 | Time: 4224.62 ms [2022-04-03 17:53:50 main:574] : INFO : Epoch 1731 | loss: 0.0311457 | val_loss: 0.0311484 | Time: 4240.67 ms [2022-04-03 17:53:54 main:574] : INFO : Epoch 1732 | loss: 0.0311444 | val_loss: 0.0311442 | Time: 4268.28 ms [2022-04-03 17:53:58 main:574] : INFO : Epoch 1733 | loss: 0.0311415 | val_loss: 0.0311508 | Time: 4207.24 ms [2022-04-03 17:54:02 main:574] : INFO : Epoch 1734 | loss: 0.0311429 | val_loss: 0.0311476 | Time: 4218.09 ms [2022-04-03 17:54:06 main:574] : INFO : Epoch 1735 | loss: 0.0311447 | val_loss: 0.0311439 | Time: 4249.35 ms [2022-04-03 17:54:11 main:574] : INFO : Epoch 1736 | loss: 0.0311405 | val_loss: 0.0311442 | Time: 4252.01 ms [2022-04-03 17:54:15 main:574] : INFO : Epoch 1737 | loss: 0.0311394 | val_loss: 0.0311446 | Time: 4269.38 ms [2022-04-03 17:54:19 main:574] : INFO : Epoch 1738 | loss: 0.0311374 | val_loss: 0.0311428 | Time: 4213.83 ms [2022-04-03 17:54:23 main:574] : INFO : Epoch 1739 | loss: 0.0311388 | val_loss: 0.0311422 | Time: 4152.61 ms [2022-04-03 17:54:28 main:574] : INFO : Epoch 1740 | loss: 0.0311386 | val_loss: 0.0311427 | Time: 4186.44 ms [2022-04-03 17:54:32 main:574] : INFO : Epoch 1741 | loss: 0.0311438 | val_loss: 0.0311585 | Time: 4240.74 ms [2022-04-03 17:54:36 main:574] : INFO : Epoch 1742 | loss: 0.0311441 | val_loss: 0.0311406 | Time: 4198.51 ms [2022-04-03 17:54:40 main:574] : INFO : Epoch 1743 | loss: 0.0311387 | val_loss: 0.0311447 | Time: 4328.44 ms [2022-04-03 17:54:45 main:574] : INFO : Epoch 1744 | loss: 0.0311397 | val_loss: 0.0311413 | Time: 4212.63 ms [2022-04-03 17:54:49 main:574] : INFO : Epoch 1745 | loss: 0.0311338 | val_loss: 0.03114 | Time: 4149.54 ms [2022-04-03 17:54:53 main:574] : INFO : Epoch 1746 | loss: 0.0311327 | val_loss: 0.0311454 | Time: 4153.29 ms [2022-04-03 17:54:57 main:574] : INFO : Epoch 1747 | loss: 0.0311323 | val_loss: 0.0311428 | Time: 4168.94 ms [2022-04-03 17:55:01 main:574] : INFO : Epoch 1748 | loss: 0.0311324 | val_loss: 0.0311404 | Time: 4180.51 ms [2022-04-03 17:55:05 main:574] : INFO : Epoch 1749 | loss: 0.0311345 | val_loss: 0.0311422 | Time: 4078.15 ms [2022-04-03 17:55:09 main:574] : INFO : Epoch 1750 | loss: 0.0311335 | val_loss: 0.0311442 | Time: 4008.2 ms [2022-04-03 17:55:14 main:574] : INFO : Epoch 1751 | loss: 0.0311347 | val_loss: 0.0311421 | Time: 4191.65 ms [2022-04-03 17:55:18 main:574] : INFO : Epoch 1752 | loss: 0.0311336 | val_loss: 0.0311467 | Time: 4087.8 ms [2022-04-03 17:55:22 main:574] : INFO : Epoch 1753 | loss: 0.0311435 | val_loss: 0.0311524 | Time: 4116.54 ms [2022-04-03 17:55:26 main:574] : INFO : Epoch 1754 | loss: 0.0311582 | val_loss: 0.0311543 | Time: 3992.12 ms [2022-04-03 17:55:30 main:574] : INFO : Epoch 1755 | loss: 0.0311518 | val_loss: 0.0311488 | Time: 4162.54 ms [2022-04-03 17:55:34 main:574] : INFO : Epoch 1756 | loss: 0.0311503 | val_loss: 0.0311484 | Time: 3978.68 ms [2022-04-03 17:55:38 main:574] : INFO : Epoch 1757 | loss: 0.0311464 | val_loss: 0.0311503 | Time: 4120.67 ms [2022-04-03 17:55:42 main:574] : INFO : Epoch 1758 | loss: 0.0311429 | val_loss: 0.0311468 | Time: 4086.84 ms [2022-04-03 17:55:46 main:574] : INFO : Epoch 1759 | loss: 0.0311424 | val_loss: 0.0311447 | Time: 4105.93 ms [2022-04-03 17:55:50 main:574] : INFO : Epoch 1760 | loss: 0.0311399 | val_loss: 0.0311458 | Time: 4103.07 ms [2022-04-03 17:55:54 main:574] : INFO : Epoch 1761 | loss: 0.0311433 | val_loss: 0.0311453 | Time: 4018.2 ms [2022-04-03 17:55:58 main:574] : INFO : Epoch 1762 | loss: 0.0311391 | val_loss: 0.031142 | Time: 4091.01 ms [2022-04-03 17:56:02 main:574] : INFO : Epoch 1763 | loss: 0.0311378 | val_loss: 0.0311426 | Time: 4047.11 ms [2022-04-03 17:56:07 main:574] : INFO : Epoch 1764 | loss: 0.0311397 | val_loss: 0.0311432 | Time: 4093.98 ms [2022-04-03 17:56:11 main:574] : INFO : Epoch 1765 | loss: 0.0311364 | val_loss: 0.031143 | Time: 4090.03 ms [2022-04-03 17:56:15 main:574] : INFO : Epoch 1766 | loss: 0.0311394 | val_loss: 0.0311443 | Time: 4006.49 ms [2022-04-03 17:56:19 main:574] : INFO : Epoch 1767 | loss: 0.0311392 | val_loss: 0.0311424 | Time: 4117.04 ms [2022-04-03 17:56:23 main:574] : INFO : Epoch 1768 | loss: 0.0311345 | val_loss: 0.0311431 | Time: 4195.89 ms [2022-04-03 17:56:27 main:574] : INFO : Epoch 1769 | loss: 0.0311346 | val_loss: 0.0311442 | Time: 4034.34 ms [2022-04-03 17:56:31 main:574] : INFO : Epoch 1770 | loss: 0.0311345 | val_loss: 0.0311416 | Time: 4025.34 ms [2022-04-03 17:56:35 main:574] : INFO : Epoch 1771 | loss: 0.0311354 | val_loss: 0.0311436 | Time: 4106.24 ms [2022-04-03 17:56:39 main:574] : INFO : Epoch 1772 | loss: 0.0311338 | val_loss: 0.0311446 | Time: 3937.68 ms [2022-04-03 17:56:43 main:574] : INFO : Epoch 1773 | loss: 0.031134 | val_loss: 0.0311456 | Time: 4172.25 ms [2022-04-03 17:56:47 main:574] : INFO : Epoch 1774 | loss: 0.0311313 | val_loss: 0.03114 | Time: 4135.19 ms [2022-04-03 17:56:52 main:574] : INFO : Epoch 1775 | loss: 0.0311311 | val_loss: 0.0311465 | Time: 4108.68 ms [2022-04-03 17:56:56 main:574] : INFO : Epoch 1776 | loss: 0.0311399 | val_loss: 0.0311541 | Time: 4015.71 ms [2022-04-03 17:57:00 main:574] : INFO : Epoch 1777 | loss: 0.0311411 | val_loss: 0.0311396 | Time: 4064.87 ms [2022-04-03 17:57:04 main:574] : INFO : Epoch 1778 | loss: 0.0311342 | val_loss: 0.0311417 | Time: 4297.73 ms [2022-04-03 17:57:08 main:574] : INFO : Epoch 1779 | loss: 0.0311335 | val_loss: 0.0311423 | Time: 4203.39 ms [2022-04-03 17:57:12 main:574] : INFO : Epoch 1780 | loss: 0.0311322 | val_loss: 0.0311436 | Time: 4205.58 ms [2022-04-03 17:57:17 main:574] : INFO : Epoch 1781 | loss: 0.031133 | val_loss: 0.031144 | Time: 4234.42 ms [2022-04-03 17:57:21 main:574] : INFO : Epoch 1782 | loss: 0.031136 | val_loss: 0.0311414 | Time: 4007.29 ms [2022-04-03 17:57:25 main:574] : INFO : Epoch 1783 | loss: 0.0311309 | val_loss: 0.0311412 | Time: 4153.25 ms [2022-04-03 17:57:29 main:574] : INFO : Epoch 1784 | loss: 0.0311312 | val_loss: 0.0311509 | Time: 3971.33 ms [2022-04-03 17:57:33 main:574] : INFO : Epoch 1785 | loss: 0.0311329 | val_loss: 0.0311435 | Time: 4059.02 ms [2022-04-03 17:57:37 main:574] : INFO : Epoch 1786 | loss: 0.0311271 | val_loss: 0.0311406 | Time: 4093.95 ms [2022-04-03 17:57:41 main:574] : INFO : Epoch 1787 | loss: 0.0311274 | val_loss: 0.0311396 | Time: 4058.38 ms [2022-04-03 17:57:45 main:574] : INFO : Epoch 1788 | loss: 0.0311302 | val_loss: 0.0311392 | Time: 4092.85 ms [2022-04-03 17:57:49 main:574] : INFO : Epoch 1789 | loss: 0.0311284 | val_loss: 0.0311392 | Time: 3988.1 ms [2022-04-03 17:57:53 main:574] : INFO : Epoch 1790 | loss: 0.0311266 | val_loss: 0.031138 | Time: 4054.77 ms [2022-04-03 17:57:57 main:574] : INFO : Epoch 1791 | loss: 0.0311256 | val_loss: 0.0311375 | Time: 4054.97 ms [2022-04-03 17:58:01 main:574] : INFO : Epoch 1792 | loss: 0.0311262 | val_loss: 0.0311366 | Time: 4094.16 ms [2022-04-03 17:58:05 main:574] : INFO : Epoch 1793 | loss: 0.0311247 | val_loss: 0.031137 | Time: 4083.86 ms [2022-04-03 17:58:09 main:574] : INFO : Epoch 1794 | loss: 0.0311254 | val_loss: 0.0311381 | Time: 4035.05 ms [2022-04-03 17:58:13 main:574] : INFO : Epoch 1795 | loss: 0.0311282 | val_loss: 0.0311402 | Time: 4046.05 ms [2022-04-03 17:58:18 main:574] : INFO : Epoch 1796 | loss: 0.0311264 | val_loss: 0.0311455 | Time: 4108.7 ms [2022-04-03 17:58:22 main:574] : INFO : Epoch 1797 | loss: 0.0311303 | val_loss: 0.0311424 | Time: 4036.02 ms [2022-04-03 17:58:26 main:574] : INFO : Epoch 1798 | loss: 0.0311277 | val_loss: 0.0311403 | Time: 4063.8 ms [2022-04-03 17:58:30 main:574] : INFO : Epoch 1799 | loss: 0.0311268 | val_loss: 0.0311371 | Time: 3971.91 ms [2022-04-03 17:58:34 main:574] : INFO : Epoch 1800 | loss: 0.0311254 | val_loss: 0.0311435 | Time: 4110.73 ms [2022-04-03 17:58:38 main:574] : INFO : Epoch 1801 | loss: 0.0311298 | val_loss: 0.0311358 | Time: 3997.69 ms [2022-04-03 17:58:42 main:574] : INFO : Epoch 1802 | loss: 0.0311272 | val_loss: 0.0311409 | Time: 4026.46 ms [2022-04-03 17:58:46 main:574] : INFO : Epoch 1803 | loss: 0.0311275 | val_loss: 0.0311397 | Time: 4161.68 ms [2022-04-03 17:58:50 main:574] : INFO : Epoch 1804 | loss: 0.031126 | val_loss: 0.0311371 | Time: 4120.09 ms [2022-04-03 17:58:54 main:574] : INFO : Epoch 1805 | loss: 0.0311288 | val_loss: 0.031144 | Time: 4139.77 ms [2022-04-03 17:58:58 main:574] : INFO : Epoch 1806 | loss: 0.0311297 | val_loss: 0.0311423 | Time: 3926.2 ms [2022-04-03 17:59:02 main:574] : INFO : Epoch 1807 | loss: 0.0311277 | val_loss: 0.031139 | Time: 4278.32 ms [2022-04-03 17:59:06 main:574] : INFO : Epoch 1808 | loss: 0.0311251 | val_loss: 0.0311386 | Time: 3996.35 ms [2022-04-03 17:59:10 main:574] : INFO : Epoch 1809 | loss: 0.031128 | val_loss: 0.031142 | Time: 4031.59 ms [2022-04-03 17:59:14 main:574] : INFO : Epoch 1810 | loss: 0.0311353 | val_loss: 0.0311418 | Time: 3995.45 ms [2022-04-03 17:59:19 main:574] : INFO : Epoch 1811 | loss: 0.0311337 | val_loss: 0.0311377 | Time: 4073.56 ms [2022-04-03 17:59:23 main:574] : INFO : Epoch 1812 | loss: 0.0311346 | val_loss: 0.0311404 | Time: 4077.76 ms [2022-04-03 17:59:27 main:574] : INFO : Epoch 1813 | loss: 0.0311335 | val_loss: 0.0311372 | Time: 4015.45 ms [2022-04-03 17:59:31 main:574] : INFO : Epoch 1814 | loss: 0.0311307 | val_loss: 0.031137 | Time: 3910.32 ms [2022-04-03 17:59:35 main:574] : INFO : Epoch 1815 | loss: 0.03113 | val_loss: 0.0311407 | Time: 4067.6 ms [2022-04-03 17:59:39 main:574] : INFO : Epoch 1816 | loss: 0.031128 | val_loss: 0.0311364 | Time: 4022.66 ms [2022-04-03 17:59:43 main:574] : INFO : Epoch 1817 | loss: 0.0311277 | val_loss: 0.0311408 | Time: 4144.13 ms [2022-04-03 17:59:47 main:574] : INFO : Epoch 1818 | loss: 0.0311252 | val_loss: 0.0311366 | Time: 3980.46 ms [2022-04-03 17:59:51 main:574] : INFO : Epoch 1819 | loss: 0.0311268 | val_loss: 0.0311369 | Time: 4055.72 ms [2022-04-03 17:59:55 main:574] : INFO : Epoch 1820 | loss: 0.0311256 | val_loss: 0.0311387 | Time: 4074.72 ms [2022-04-03 17:59:59 main:574] : INFO : Epoch 1821 | loss: 0.0311224 | val_loss: 0.031138 | Time: 4108.14 ms [2022-04-03 18:00:03 main:574] : INFO : Epoch 1822 | loss: 0.0311216 | val_loss: 0.0311365 | Time: 4036.25 ms [2022-04-03 18:00:07 main:574] : INFO : Epoch 1823 | loss: 0.0311222 | val_loss: 0.031137 | Time: 3942 ms [2022-04-03 18:00:11 main:574] : INFO : Epoch 1824 | loss: 0.0311224 | val_loss: 0.031142 | Time: 4204.83 ms [2022-04-03 18:00:15 main:574] : INFO : Epoch 1825 | loss: 0.0311229 | val_loss: 0.0311413 | Time: 4110.66 ms [2022-04-03 18:00:19 main:574] : INFO : Epoch 1826 | loss: 0.0311211 | val_loss: 0.0311401 | Time: 4121.49 ms [2022-04-03 18:00:23 main:574] : INFO : Epoch 1827 | loss: 0.0311244 | val_loss: 0.0311404 | Time: 4068.03 ms [2022-04-03 18:00:28 main:574] : INFO : Epoch 1828 | loss: 0.031122 | val_loss: 0.0311426 | Time: 4064.86 ms [2022-04-03 18:00:32 main:574] : INFO : Epoch 1829 | loss: 0.0311201 | val_loss: 0.0311391 | Time: 4012.47 ms [2022-04-03 18:00:36 main:574] : INFO : Epoch 1830 | loss: 0.0311186 | val_loss: 0.0311448 | Time: 4020.48 ms [2022-04-03 18:00:40 main:574] : INFO : Epoch 1831 | loss: 0.0311179 | val_loss: 0.0311393 | Time: 4200.1 ms [2022-04-03 18:00:44 main:574] : INFO : Epoch 1832 | loss: 0.0311194 | val_loss: 0.0311399 | Time: 3989.47 ms [2022-04-03 18:00:48 main:574] : INFO : Epoch 1833 | loss: 0.0311188 | val_loss: 0.0311394 | Time: 3973.61 ms [2022-04-03 18:00:52 main:574] : INFO : Epoch 1834 | loss: 0.0311173 | val_loss: 0.0311412 | Time: 4000.72 ms [2022-04-03 18:00:56 main:574] : INFO : Epoch 1835 | loss: 0.0311173 | val_loss: 0.0311404 | Time: 4010.2 ms [2022-04-03 18:01:00 main:574] : INFO : Epoch 1836 | loss: 0.0311195 | val_loss: 0.0311435 | Time: 4052.71 ms [2022-04-03 18:01:04 main:574] : INFO : Epoch 1837 | loss: 0.0311204 | val_loss: 0.0311416 | Time: 4096.32 ms [2022-04-03 18:01:08 main:574] : INFO : Epoch 1838 | loss: 0.0311235 | val_loss: 0.0311441 | Time: 4549.87 ms [2022-04-03 18:01:13 main:574] : INFO : Epoch 1839 | loss: 0.031138 | val_loss: 0.0311498 | Time: 4128.05 ms [2022-04-03 18:01:17 main:574] : INFO : Epoch 1840 | loss: 0.0311367 | val_loss: 0.0311459 | Time: 3959.56 ms [2022-04-03 18:01:21 main:574] : INFO : Epoch 1841 | loss: 0.0311324 | val_loss: 0.0311408 | Time: 3963.69 ms [2022-04-03 18:01:25 main:574] : INFO : Epoch 1842 | loss: 0.03113 | val_loss: 0.0311422 | Time: 4014.7 ms [2022-04-03 18:01:29 main:574] : INFO : Epoch 1843 | loss: 0.0311289 | val_loss: 0.0311426 | Time: 4094.91 ms [2022-04-03 18:01:33 main:574] : INFO : Epoch 1844 | loss: 0.031126 | val_loss: 0.0311408 | Time: 4379.7 ms [2022-04-03 18:01:37 main:574] : INFO : Epoch 1845 | loss: 0.0311266 | val_loss: 0.0311445 | Time: 4123.69 ms [2022-04-03 18:01:41 main:574] : INFO : Epoch 1846 | loss: 0.031129 | val_loss: 0.0311392 | Time: 4059.81 ms [2022-04-03 18:01:46 main:574] : INFO : Epoch 1847 | loss: 0.0311281 | val_loss: 0.0311429 | Time: 4218.46 ms [2022-04-03 18:01:50 main:574] : INFO : Epoch 1848 | loss: 0.031128 | val_loss: 0.0311451 | Time: 4180.38 ms [2022-04-03 18:01:54 main:574] : INFO : Epoch 1849 | loss: 0.031122 | val_loss: 0.0311374 | Time: 4221.82 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1050) [2022-04-23 23:18:11 main:435] : INFO : Set logging level to 1 [2022-04-23 23:18:11 main:441] : INFO : Running in BOINC Client mode [2022-04-23 23:18:11 main:444] : INFO : Resolving all filenames [2022-04-23 23:18:11 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-23 23:18:11 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-23 23:18:11 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-23 23:18:11 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-23 23:18:11 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-23 23:18:11 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-23 23:18:11 main:474] : INFO : Configuration: [2022-04-23 23:18:11 main:475] : INFO : Model type: GRU [2022-04-23 23:18:11 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-23 23:18:11 main:477] : INFO : Max Epochs: 2048 [2022-04-23 23:18:11 main:478] : INFO : Batch Size: 128 [2022-04-23 23:18:11 main:479] : INFO : Learning Rate: 0.01 [2022-04-23 23:18:11 main:480] : INFO : Patience: 10 [2022-04-23 23:18:11 main:481] : INFO : Hidden Width: 12 [2022-04-23 23:18:11 main:482] : INFO : # Recurrent Layers: 4 [2022-04-23 23:18:11 main:483] : INFO : # Backend Layers: 4 [2022-04-23 23:18:11 main:484] : INFO : # Threads: 1 [2022-04-23 23:18:11 main:486] : INFO : Preparing Dataset [2022-04-23 23:18:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-23 23:18:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-23 23:18:14 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-23 23:18:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-23 23:18:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-23 23:18:15 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-23 23:18:15 main:494] : INFO : Creating Model [2022-04-23 23:18:15 main:507] : INFO : Preparing config file [2022-04-23 23:18:15 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-23 23:18:15 main:512] : INFO : Loading config [2022-04-23 23:18:15 main:514] : INFO : Loading state [2022-04-23 23:18:16 main:559] : INFO : Loading DataLoader into Memory [2022-04-23 23:18:16 main:562] : INFO : Starting Training [2022-04-23 23:18:21 main:574] : INFO : Epoch 1803 | loss: 0.0312035 | val_loss: 0.0311576 | Time: 5054.94 ms [2022-04-23 23:18:25 main:574] : INFO : Epoch 1804 | loss: 0.03114 | val_loss: 0.0311382 | Time: 4075.39 ms [2022-04-23 23:18:30 main:574] : INFO : Epoch 1805 | loss: 0.0311328 | val_loss: 0.0311373 | Time: 3909.92 ms [2022-04-23 23:18:34 main:574] : INFO : Epoch 1806 | loss: 0.0311315 | val_loss: 0.0311383 | Time: 4206.92 ms [2022-04-23 23:18:39 main:574] : INFO : Epoch 1807 | loss: 0.0311312 | val_loss: 0.031147 | Time: 4356.06 ms [2022-04-23 23:18:43 main:574] : INFO : Epoch 1808 | loss: 0.0311297 | val_loss: 0.0311442 | Time: 4344.96 ms [2022-04-23 23:18:47 main:574] : INFO : Epoch 1809 | loss: 0.0311273 | val_loss: 0.0311383 | Time: 4331.5 ms [2022-04-23 23:18:52 main:574] : INFO : Epoch 1810 | loss: 0.0311251 | val_loss: 0.0311355 | Time: 4196.1 ms [2022-04-23 23:18:56 main:574] : INFO : Epoch 1811 | loss: 0.0311247 | val_loss: 0.0311372 | Time: 4010.99 ms [2022-04-23 23:19:00 main:574] : INFO : Epoch 1812 | loss: 0.0311253 | val_loss: 0.0311376 | Time: 4045.89 ms [2022-04-23 23:19:05 main:574] : INFO : Epoch 1813 | loss: 0.0311258 | val_loss: 0.0311379 | Time: 4472.09 ms [2022-04-23 23:19:09 main:574] : INFO : Epoch 1814 | loss: 0.0311267 | val_loss: 0.0311375 | Time: 4164.8 ms [2022-04-23 23:19:13 main:574] : INFO : Epoch 1815 | loss: 0.0311255 | val_loss: 0.0311361 | Time: 4110.21 ms [2022-04-23 23:19:17 main:574] : INFO : Epoch 1816 | loss: 0.0311238 | val_loss: 0.0311395 | Time: 4138.26 ms [2022-04-23 23:19:22 main:574] : INFO : Epoch 1817 | loss: 0.0311231 | val_loss: 0.0311385 | Time: 4086.86 ms [2022-04-23 23:19:26 main:574] : INFO : Epoch 1818 | loss: 0.031124 | val_loss: 0.0311404 | Time: 4029.84 ms [2022-04-23 23:19:31 main:574] : INFO : Epoch 1819 | loss: 0.0311275 | val_loss: 0.0311357 | Time: 3932.51 ms [2022-04-23 23:19:37 main:574] : INFO : Epoch 1820 | loss: 0.031125 | val_loss: 0.031141 | Time: 4694.02 ms [2022-04-23 23:19:41 main:574] : INFO : Epoch 1821 | loss: 0.031129 | val_loss: 0.0311371 | Time: 4733.49 ms [2022-04-23 23:19:46 main:574] : INFO : Epoch 1822 | loss: 0.0311212 | val_loss: 0.0311396 | Time: 4428.41 ms [2022-04-23 23:19:50 main:574] : INFO : Epoch 1823 | loss: 0.0311235 | val_loss: 0.0311355 | Time: 4600.93 ms [2022-04-23 23:19:55 main:574] : INFO : Epoch 1824 | loss: 0.0311218 | val_loss: 0.0311443 | Time: 4464.21 ms [2022-04-23 23:19:59 main:574] : INFO : Epoch 1825 | loss: 0.0311211 | val_loss: 0.0311379 | Time: 4505.82 ms [2022-04-23 23:20:05 main:574] : INFO : Epoch 1826 | loss: 0.0311203 | val_loss: 0.0311353 | Time: 5309.5 ms [2022-04-23 23:20:10 main:574] : INFO : Epoch 1827 | loss: 0.0311235 | val_loss: 0.031135 | Time: 5577.33 ms [2022-04-23 23:20:35 main:574] : INFO : Epoch 1828 | loss: 0.0311215 | val_loss: 0.0311411 | Time: 25118.6 ms [2022-04-23 23:20:40 main:574] : INFO : Epoch 1829 | loss: 0.0311229 | val_loss: 0.031137 | Time: 4839.74 ms [2022-04-23 23:20:45 main:574] : INFO : Epoch 1830 | loss: 0.031127 | val_loss: 0.0311374 | Time: 4916.88 ms [2022-04-23 23:20:50 main:574] : INFO : Epoch 1831 | loss: 0.031132 | val_loss: 0.0311439 | Time: 4940.31 ms [2022-04-23 23:20:55 main:574] : INFO : Epoch 1832 | loss: 0.0311273 | val_loss: 0.0311398 | Time: 5021.55 ms [2022-04-23 23:21:00 main:574] : INFO : Epoch 1833 | loss: 0.031128 | val_loss: 0.0311374 | Time: 4931.2 ms [2022-04-23 23:21:05 main:574] : INFO : Epoch 1834 | loss: 0.0311242 | val_loss: 0.0311383 | Time: 5249.03 ms [2022-04-23 23:21:23 main:574] : INFO : Epoch 1835 | loss: 0.0311223 | val_loss: 0.0311393 | Time: 17953.2 ms [2022-04-23 23:21:29 main:574] : INFO : Epoch 1836 | loss: 0.0311218 | val_loss: 0.0311385 | Time: 5865.72 ms [2022-04-23 23:21:35 main:574] : INFO : Epoch 1837 | loss: 0.0311201 | val_loss: 0.0311406 | Time: 4139.04 ms [2022-04-23 23:21:39 main:574] : INFO : Epoch 1838 | loss: 0.0311191 | val_loss: 0.0311344 | Time: 4071 ms [2022-04-23 23:21:44 main:574] : INFO : Epoch 1839 | loss: 0.0311178 | val_loss: 0.0311344 | Time: 4752.26 ms [2022-04-23 23:21:50 main:574] : INFO : Epoch 1840 | loss: 0.0311178 | val_loss: 0.0311366 | Time: 5597.3 ms [2022-04-23 23:21:56 main:574] : INFO : Epoch 1841 | loss: 0.0311147 | val_loss: 0.0311365 | Time: 6363.98 ms [2022-04-23 23:22:01 main:574] : INFO : Epoch 1842 | loss: 0.0311146 | val_loss: 0.0311358 | Time: 4970.05 ms [2022-04-23 23:22:06 main:574] : INFO : Epoch 1843 | loss: 0.0311162 | val_loss: 0.0311396 | Time: 4534.3 ms [2022-04-23 23:22:11 main:574] : INFO : Epoch 1844 | loss: 0.0311143 | val_loss: 0.0311378 | Time: 5126.4 ms [2022-04-23 23:22:16 main:574] : INFO : Epoch 1845 | loss: 0.0311141 | val_loss: 0.0311346 | Time: 5003.16 ms [2022-04-23 23:22:21 main:574] : INFO : Epoch 1846 | loss: 0.0311142 | val_loss: 0.0311368 | Time: 4820.52 ms [2022-04-23 23:22:26 main:574] : INFO : Epoch 1847 | loss: 0.0311152 | val_loss: 0.0311361 | Time: 4409.98 ms [2022-04-23 23:22:31 main:574] : INFO : Epoch 1848 | loss: 0.0311151 | val_loss: 0.031139 | Time: 4467.38 ms [2022-04-23 23:22:35 main:574] : INFO : Epoch 1849 | loss: 0.0311157 | val_loss: 0.0311369 | Time: 4017.51 ms [2022-04-23 23:22:41 main:574] : INFO : Epoch 1850 | loss: 0.0311236 | val_loss: 0.0311348 | Time: 4600.11 ms [2022-04-23 23:22:45 main:574] : INFO : Epoch 1851 | loss: 0.0311211 | val_loss: 0.031135 | Time: 4514.35 ms [2022-04-23 23:22:50 main:574] : INFO : Epoch 1852 | loss: 0.0311202 | val_loss: 0.0311402 | Time: 4363.24 ms [2022-04-23 23:22:54 main:574] : INFO : Epoch 1853 | loss: 0.031123 | val_loss: 0.0311418 | Time: 4065.69 ms [2022-04-23 23:22:59 main:574] : INFO : Epoch 1854 | loss: 0.031121 | val_loss: 0.0311417 | Time: 4542.13 ms [2022-04-23 23:23:03 main:574] : INFO : Epoch 1855 | loss: 0.0311211 | val_loss: 0.0311382 | Time: 4599.03 ms [2022-04-23 23:23:08 main:574] : INFO : Epoch 1856 | loss: 0.0311198 | val_loss: 0.0311376 | Time: 4486.7 ms [2022-04-23 23:23:13 main:574] : INFO : Epoch 1857 | loss: 0.0311182 | val_loss: 0.0311357 | Time: 4056.53 ms [2022-04-23 23:23:17 main:574] : INFO : Epoch 1858 | loss: 0.0311177 | val_loss: 0.0311409 | Time: 4055.41 ms [2022-04-23 23:23:22 main:574] : INFO : Epoch 1859 | loss: 0.031122 | val_loss: 0.0311377 | Time: 4632.14 ms [2022-04-23 23:23:26 main:574] : INFO : Epoch 1860 | loss: 0.0311155 | val_loss: 0.0311364 | Time: 4316.56 ms [2022-04-23 23:23:32 main:574] : INFO : Epoch 1861 | loss: 0.0311176 | val_loss: 0.0311343 | Time: 4054.54 ms [2022-04-23 23:23:38 main:574] : INFO : Epoch 1862 | loss: 0.0311205 | val_loss: 0.0311376 | Time: 4943.66 ms [2022-04-23 23:23:43 main:574] : INFO : Epoch 1863 | loss: 0.0311206 | val_loss: 0.0311411 | Time: 5023.67 ms [2022-04-23 23:23:48 main:574] : INFO : Epoch 1864 | loss: 0.0311221 | val_loss: 0.0311461 | Time: 4082.36 ms [2022-04-23 23:23:52 main:574] : INFO : Epoch 1865 | loss: 0.0311192 | val_loss: 0.0311371 | Time: 4208.32 ms [2022-04-23 23:23:57 main:574] : INFO : Epoch 1866 | loss: 0.0311167 | val_loss: 0.031137 | Time: 4504.6 ms [2022-04-23 23:24:02 main:574] : INFO : Epoch 1867 | loss: 0.0311181 | val_loss: 0.0311375 | Time: 4800.19 ms [2022-04-23 23:24:07 main:574] : INFO : Epoch 1868 | loss: 0.0311198 | val_loss: 0.0311383 | Time: 4897.02 ms [2022-04-23 23:24:11 main:574] : INFO : Epoch 1869 | loss: 0.0311184 | val_loss: 0.0311382 | Time: 4521.12 ms [2022-04-23 23:24:16 main:574] : INFO : Epoch 1870 | loss: 0.0311182 | val_loss: 0.0311365 | Time: 4318.89 ms [2022-04-23 23:24:20 main:574] : INFO : Epoch 1871 | loss: 0.0311172 | val_loss: 0.0311336 | Time: 4118.85 ms [2022-04-23 23:24:25 main:574] : INFO : Epoch 1872 | loss: 0.0311192 | val_loss: 0.031142 | Time: 4298.12 ms [2022-04-23 23:24:30 main:574] : INFO : Epoch 1873 | loss: 0.031121 | val_loss: 0.0311344 | Time: 4902.9 ms [2022-04-23 23:24:35 main:574] : INFO : Epoch 1874 | loss: 0.0311173 | val_loss: 0.031135 | Time: 5142.43 ms [2022-04-23 23:24:40 main:574] : INFO : Epoch 1875 | loss: 0.0311163 | val_loss: 0.0311319 | Time: 5124.97 ms [2022-04-23 23:24:47 main:574] : INFO : Epoch 1876 | loss: 0.0311159 | val_loss: 0.0311349 | Time: 4270.77 ms [2022-04-23 23:24:53 main:574] : INFO : Epoch 1877 | loss: 0.0311178 | val_loss: 0.0311316 | Time: 4597.78 ms [2022-04-23 23:24:58 main:574] : INFO : Epoch 1878 | loss: 0.0311188 | val_loss: 0.031139 | Time: 5323.34 ms [2022-04-23 23:25:03 main:574] : INFO : Epoch 1879 | loss: 0.0311167 | val_loss: 0.0311323 | Time: 5009.29 ms [2022-04-23 23:25:08 main:574] : INFO : Epoch 1880 | loss: 0.0311145 | val_loss: 0.0311379 | Time: 4212.79 ms [2022-04-23 23:25:12 main:574] : INFO : Epoch 1881 | loss: 0.031115 | val_loss: 0.03114 | Time: 4321.53 ms [2022-04-23 23:25:19 main:574] : INFO : Epoch 1882 | loss: 0.0311172 | val_loss: 0.0311401 | Time: 6107.19 ms [2022-04-23 23:25:24 main:574] : INFO : Epoch 1883 | loss: 0.0311117 | val_loss: 0.0311327 | Time: 4906.59 ms [2022-04-23 23:25:28 main:574] : INFO : Epoch 1884 | loss: 0.0311122 | val_loss: 0.0311348 | Time: 4424.03 ms [2022-04-23 23:25:32 main:574] : INFO : Epoch 1885 | loss: 0.0311122 | val_loss: 0.031133 | Time: 4142.15 ms [2022-04-23 23:25:37 main:574] : INFO : Epoch 1886 | loss: 0.0311106 | val_loss: 0.0311331 | Time: 4395.82 ms [2022-04-23 23:25:42 main:574] : INFO : Epoch 1887 | loss: 0.0311129 | val_loss: 0.031131 | Time: 4814.17 ms [2022-04-23 23:25:46 main:574] : INFO : Epoch 1888 | loss: 0.0311145 | val_loss: 0.0311327 | Time: 4424.46 ms [2022-04-23 23:25:51 main:574] : INFO : Epoch 1889 | loss: 0.0311115 | val_loss: 0.0311372 | Time: 4856.99 ms [2022-04-23 23:25:55 main:574] : INFO : Epoch 1890 | loss: 0.0311117 | val_loss: 0.0311367 | Time: 4061.67 ms [2022-04-23 23:26:00 main:574] : INFO : Epoch 1891 | loss: 0.0311146 | val_loss: 0.0311325 | Time: 4400.2 ms [2022-04-23 23:26:05 main:574] : INFO : Epoch 1892 | loss: 0.0311125 | val_loss: 0.0311403 | Time: 4021.68 ms [2022-04-23 23:26:12 main:574] : INFO : Epoch 1893 | loss: 0.0311133 | val_loss: 0.0311367 | Time: 4538.11 ms [2022-04-23 23:26:16 main:574] : INFO : Epoch 1894 | loss: 0.031114 | val_loss: 0.0311394 | Time: 4503.87 ms [2022-04-23 23:26:21 main:574] : INFO : Epoch 1895 | loss: 0.0311105 | val_loss: 0.031139 | Time: 4162.41 ms [2022-04-23 23:26:25 main:574] : INFO : Epoch 1896 | loss: 0.0311087 | val_loss: 0.0311339 | Time: 4207.23 ms [2022-04-23 23:26:30 main:574] : INFO : Epoch 1897 | loss: 0.031111 | val_loss: 0.0311436 | Time: 4619.35 ms [2022-04-23 23:26:35 main:574] : INFO : Epoch 1898 | loss: 0.0311176 | val_loss: 0.0311544 | Time: 4499.14 ms [2022-04-23 23:26:39 main:574] : INFO : Epoch 1899 | loss: 0.031122 | val_loss: 0.031139 | Time: 4563.06 ms [2022-04-23 23:26:44 main:574] : INFO : Epoch 1900 | loss: 0.0311248 | val_loss: 0.0311358 | Time: 4294.42 ms [2022-04-23 23:26:50 main:574] : INFO : Epoch 1901 | loss: 0.0311258 | val_loss: 0.031141 | Time: 4132.04 ms [2022-04-23 23:26:55 main:574] : INFO : Epoch 1902 | loss: 0.0311238 | val_loss: 0.0311451 | Time: 4574.62 ms [2022-04-23 23:27:00 main:574] : INFO : Epoch 1903 | loss: 0.0311227 | val_loss: 0.0311368 | Time: 4570.3 ms [2022-04-23 23:27:07 main:574] : INFO : Epoch 1904 | loss: 0.0311205 | val_loss: 0.0311375 | Time: 4398.01 ms [2022-04-23 23:27:11 main:574] : INFO : Epoch 1905 | loss: 0.0311224 | val_loss: 0.0311374 | Time: 4070.53 ms [2022-04-23 23:27:18 main:574] : INFO : Epoch 1906 | loss: 0.0311168 | val_loss: 0.0311333 | Time: 4603.53 ms [2022-04-23 23:27:23 main:574] : INFO : Epoch 1907 | loss: 0.0311129 | val_loss: 0.0311351 | Time: 4891.07 ms [2022-04-23 23:27:27 main:574] : INFO : Epoch 1908 | loss: 0.0311111 | val_loss: 0.0311329 | Time: 4185.93 ms [2022-04-23 23:27:32 main:574] : INFO : Epoch 1909 | loss: 0.0311072 | val_loss: 0.0311367 | Time: 4319.87 ms [2022-04-23 23:27:36 main:574] : INFO : Epoch 1910 | loss: 0.031108 | val_loss: 0.0311361 | Time: 4259.47 ms [2022-04-23 23:27:42 main:574] : INFO : Epoch 1911 | loss: 0.0311099 | val_loss: 0.0311325 | Time: 5032.52 ms [2022-04-23 23:27:46 main:574] : INFO : Epoch 1912 | loss: 0.031113 | val_loss: 0.0311328 | Time: 4700.47 ms [2022-04-23 23:27:51 main:574] : INFO : Epoch 1913 | loss: 0.0311081 | val_loss: 0.0311333 | Time: 4450.54 ms [2022-04-23 23:27:56 main:574] : INFO : Epoch 1914 | loss: 0.0311076 | val_loss: 0.0311321 | Time: 4296.01 ms [2022-04-23 23:28:00 main:574] : INFO : Epoch 1915 | loss: 0.031113 | val_loss: 0.031134 | Time: 4161.93 ms [2022-04-23 23:28:05 main:574] : INFO : Epoch 1916 | loss: 0.0311085 | val_loss: 0.0311341 | Time: 4482.37 ms [2022-04-23 23:28:10 main:574] : INFO : Epoch 1917 | loss: 0.0311112 | val_loss: 0.031132 | Time: 4601.91 ms [2022-04-23 23:28:14 main:574] : INFO : Epoch 1918 | loss: 0.0311057 | val_loss: 0.0311327 | Time: 4142.75 ms [2022-04-23 23:28:22 main:574] : INFO : Epoch 1919 | loss: 0.0311081 | val_loss: 0.0311368 | Time: 4091.99 ms [2022-04-23 23:28:28 main:574] : INFO : Epoch 1920 | loss: 0.0311049 | val_loss: 0.0311265 | Time: 4431.85 ms [2022-04-23 23:28:33 main:574] : INFO : Epoch 1921 | loss: 0.0311047 | val_loss: 0.0311321 | Time: 4394.83 ms [2022-04-23 23:28:37 main:574] : INFO : Epoch 1922 | loss: 0.0311056 | val_loss: 0.031131 | Time: 4506.09 ms [2022-04-23 23:28:42 main:574] : INFO : Epoch 1923 | loss: 0.0311048 | val_loss: 0.0311385 | Time: 4253.31 ms [2022-04-23 23:28:46 main:574] : INFO : Epoch 1924 | loss: 0.0311063 | val_loss: 0.0311337 | Time: 4117.85 ms [2022-04-23 23:28:51 main:574] : INFO : Epoch 1925 | loss: 0.0311072 | val_loss: 0.0311309 | Time: 4401.12 ms [2022-04-23 23:28:55 main:574] : INFO : Epoch 1926 | loss: 0.0311045 | val_loss: 0.0311387 | Time: 4555.36 ms [2022-04-23 23:29:00 main:574] : INFO : Epoch 1927 | loss: 0.0311077 | val_loss: 0.0311311 | Time: 4700.16 ms [2022-04-23 23:29:04 main:574] : INFO : Epoch 1928 | loss: 0.03111 | val_loss: 0.0311321 | Time: 4353.11 ms [2022-04-23 23:29:09 main:574] : INFO : Epoch 1929 | loss: 0.0311034 | val_loss: 0.0311315 | Time: 4332.53 ms [2022-04-23 23:29:14 main:574] : INFO : Epoch 1930 | loss: 0.0311097 | val_loss: 0.0311366 | Time: 4394.48 ms [2022-04-23 23:29:18 main:574] : INFO : Epoch 1931 | loss: 0.0311119 | val_loss: 0.0311344 | Time: 4581.42 ms [2022-04-23 23:29:24 main:574] : INFO : Epoch 1932 | loss: 0.0311074 | val_loss: 0.0311283 | Time: 4064.79 ms [2022-04-23 23:29:29 main:574] : INFO : Epoch 1933 | loss: 0.0311092 | val_loss: 0.0311272 | Time: 4059.42 ms [2022-04-23 23:29:34 main:574] : INFO : Epoch 1934 | loss: 0.0311143 | val_loss: 0.0311352 | Time: 4086.01 ms [2022-04-23 23:29:39 main:574] : INFO : Epoch 1935 | loss: 0.0311137 | val_loss: 0.0311321 | Time: 4624.34 ms [2022-04-23 23:29:43 main:574] : INFO : Epoch 1936 | loss: 0.0311109 | val_loss: 0.0311247 | Time: 4307.82 ms [2022-04-23 23:29:48 main:574] : INFO : Epoch 1937 | loss: 0.0311074 | val_loss: 0.0311388 | Time: 4352.39 ms [2022-04-23 23:29:52 main:574] : INFO : Epoch 1938 | loss: 0.0311059 | val_loss: 0.0311321 | Time: 4251.94 ms [2022-04-23 23:29:57 main:574] : INFO : Epoch 1939 | loss: 0.0311022 | val_loss: 0.0311306 | Time: 4627.03 ms [2022-04-23 23:30:02 main:574] : INFO : Epoch 1940 | loss: 0.0311005 | val_loss: 0.031142 | Time: 4777.36 ms [2022-04-23 23:30:06 main:574] : INFO : Epoch 1941 | loss: 0.0311036 | val_loss: 0.0311303 | Time: 4665.87 ms [2022-04-23 23:30:11 main:574] : INFO : Epoch 1942 | loss: 0.0311038 | val_loss: 0.0311298 | Time: 3983.85 ms [2022-04-23 23:30:15 main:574] : INFO : Epoch 1943 | loss: 0.0311017 | val_loss: 0.03114 | Time: 4090.88 ms [2022-04-23 23:30:20 main:574] : INFO : Epoch 1944 | loss: 0.0310998 | val_loss: 0.0311304 | Time: 4602.59 ms [2022-04-23 23:30:25 main:574] : INFO : Epoch 1945 | loss: 0.0310987 | val_loss: 0.0311319 | Time: 4824.79 ms [2022-04-23 23:30:29 main:574] : INFO : Epoch 1946 | loss: 0.031102 | val_loss: 0.0311383 | Time: 4216.86 ms [2022-04-23 23:30:41 main:574] : INFO : Epoch 1947 | loss: 0.0311076 | val_loss: 0.0311373 | Time: 4302.9 ms [2022-04-23 23:30:46 main:574] : INFO : Epoch 1948 | loss: 0.0311031 | val_loss: 0.0311335 | Time: 5018.64 ms [2022-04-23 23:30:51 main:574] : INFO : Epoch 1949 | loss: 0.0310987 | val_loss: 0.0311277 | Time: 4257.21 ms [2022-04-23 23:30:55 main:574] : INFO : Epoch 1950 | loss: 0.0310977 | val_loss: 0.031133 | Time: 3992.78 ms [2022-04-23 23:31:00 main:574] : INFO : Epoch 1951 | loss: 0.0310969 | val_loss: 0.0311324 | Time: 4028.9 ms [2022-04-23 23:31:05 main:574] : INFO : Epoch 1952 | loss: 0.0310972 | val_loss: 0.0311331 | Time: 4433.93 ms [2022-04-23 23:31:10 main:574] : INFO : Epoch 1953 | loss: 0.0311008 | val_loss: 0.0311346 | Time: 4883.95 ms [2022-04-23 23:31:14 main:574] : INFO : Epoch 1954 | loss: 0.0311011 | val_loss: 0.031132 | Time: 4432.73 ms [2022-04-23 23:31:19 main:574] : INFO : Epoch 1955 | loss: 0.0310985 | val_loss: 0.0311338 | Time: 4391.96 ms [2022-04-23 23:31:23 main:574] : INFO : Epoch 1956 | loss: 0.031104 | val_loss: 0.0311311 | Time: 4199.57 ms [2022-04-23 23:31:27 main:574] : INFO : Epoch 1957 | loss: 0.0311065 | val_loss: 0.0311282 | Time: 4045.86 ms [2022-04-23 23:31:31 main:574] : INFO : Epoch 1958 | loss: 0.0311097 | val_loss: 0.0311267 | Time: 4188.95 ms [2022-04-23 23:31:36 main:574] : INFO : Epoch 1959 | loss: 0.0311044 | val_loss: 0.0311255 | Time: 4379.62 ms [2022-04-23 23:31:40 main:574] : INFO : Epoch 1960 | loss: 0.0311004 | val_loss: 0.0311256 | Time: 4252.36 ms [2022-04-23 23:31:44 main:574] : INFO : Epoch 1961 | loss: 0.031099 | val_loss: 0.0311329 | Time: 4150.16 ms [2022-04-23 23:31:50 main:574] : INFO : Epoch 1962 | loss: 0.0311013 | val_loss: 0.0311297 | Time: 4229.98 ms [2022-04-23 23:31:55 main:574] : INFO : Epoch 1963 | loss: 0.031101 | val_loss: 0.0311283 | Time: 4082.72 ms [2022-04-23 23:32:00 main:574] : INFO : Epoch 1964 | loss: 0.0310999 | val_loss: 0.0311255 | Time: 4257.63 ms [2022-04-23 23:32:04 main:574] : INFO : Epoch 1965 | loss: 0.0311062 | val_loss: 0.0311318 | Time: 4293.04 ms [2022-04-23 23:32:08 main:574] : INFO : Epoch 1966 | loss: 0.0311036 | val_loss: 0.031128 | Time: 4221.48 ms [2022-04-23 23:32:12 main:574] : INFO : Epoch 1967 | loss: 0.0311012 | val_loss: 0.0311291 | Time: 4204.14 ms [2022-04-23 23:32:17 main:574] : INFO : Epoch 1968 | loss: 0.0310991 | val_loss: 0.0311292 | Time: 4178.2 ms [2022-04-23 23:32:21 main:574] : INFO : Epoch 1969 | loss: 0.0311005 | val_loss: 0.0311286 | Time: 4247.4 ms [2022-04-23 23:32:25 main:574] : INFO : Epoch 1970 | loss: 0.0311007 | val_loss: 0.0311279 | Time: 4423.52 ms [2022-04-23 23:32:30 main:574] : INFO : Epoch 1971 | loss: 0.0311011 | val_loss: 0.03113 | Time: 4476.67 ms [2022-04-23 23:32:34 main:574] : INFO : Epoch 1972 | loss: 0.0310994 | val_loss: 0.0311347 | Time: 4239.42 ms [2022-04-23 23:32:38 main:574] : INFO : Epoch 1973 | loss: 0.0310987 | val_loss: 0.0311319 | Time: 4095.76 ms [2022-04-23 23:32:43 main:574] : INFO : Epoch 1974 | loss: 0.0310955 | val_loss: 0.0311369 | Time: 4170.82 ms [2022-04-23 23:32:47 main:574] : INFO : Epoch 1975 | loss: 0.031101 | val_loss: 0.0311366 | Time: 4249.25 ms [2022-04-23 23:32:52 main:574] : INFO : Epoch 1976 | loss: 0.0310973 | val_loss: 0.0311287 | Time: 4309.54 ms [2022-04-23 23:32:56 main:574] : INFO : Epoch 1977 | loss: 0.0310938 | val_loss: 0.0311351 | Time: 4227.27 ms [2022-04-23 23:33:04 main:574] : INFO : Epoch 1978 | loss: 0.0310937 | val_loss: 0.0311274 | Time: 4163.67 ms [2022-04-23 23:33:11 main:574] : INFO : Epoch 1979 | loss: 0.031092 | val_loss: 0.0311255 | Time: 4307 ms [2022-04-23 23:33:15 main:574] : INFO : Epoch 1980 | loss: 0.0310942 | val_loss: 0.0311249 | Time: 4129.52 ms [2022-04-23 23:33:20 main:574] : INFO : Epoch 1981 | loss: 0.0310965 | val_loss: 0.0311294 | Time: 4206.18 ms [2022-04-23 23:33:25 main:574] : INFO : Epoch 1982 | loss: 0.0310959 | val_loss: 0.0311286 | Time: 4145.05 ms [2022-04-23 23:33:29 main:574] : INFO : Epoch 1983 | loss: 0.0311034 | val_loss: 0.0311259 | Time: 4048.21 ms [2022-04-23 23:33:33 main:574] : INFO : Epoch 1984 | loss: 0.031112 | val_loss: 0.0311365 | Time: 4064.16 ms [2022-04-23 23:33:37 main:574] : INFO : Epoch 1985 | loss: 0.0311279 | val_loss: 0.0311361 | Time: 3978.64 ms [2022-04-23 23:33:41 main:574] : INFO : Epoch 1986 | loss: 0.0311156 | val_loss: 0.0311292 | Time: 3864.07 ms [2022-04-23 23:33:45 main:574] : INFO : Epoch 1987 | loss: 0.0311097 | val_loss: 0.0311265 | Time: 4007.79 ms [2022-04-23 23:33:51 main:574] : INFO : Epoch 1988 | loss: 0.0311042 | val_loss: 0.031124 | Time: 4150.53 ms [2022-04-23 23:33:55 main:574] : INFO : Epoch 1989 | loss: 0.031109 | val_loss: 0.0311285 | Time: 4113.41 ms [2022-04-23 23:34:00 main:574] : INFO : Epoch 1990 | loss: 0.0311108 | val_loss: 0.0311293 | Time: 4139.71 ms [2022-04-23 23:34:04 main:574] : INFO : Epoch 1991 | loss: 0.031115 | val_loss: 0.0311284 | Time: 4249.44 ms [2022-04-23 23:34:08 main:574] : INFO : Epoch 1992 | loss: 0.0311092 | val_loss: 0.0311269 | Time: 4048.15 ms [2022-04-23 23:34:12 main:574] : INFO : Epoch 1993 | loss: 0.0311041 | val_loss: 0.0311279 | Time: 3934.27 ms [2022-04-23 23:34:16 main:574] : INFO : Epoch 1994 | loss: 0.0311051 | val_loss: 0.031128 | Time: 3992.66 ms [2022-04-23 23:34:21 main:574] : INFO : Epoch 1995 | loss: 0.0311039 | val_loss: 0.031126 | Time: 4217.71 ms [2022-04-23 23:34:25 main:574] : INFO : Epoch 1996 | loss: 0.0311038 | val_loss: 0.0311281 | Time: 4136.05 ms [2022-04-23 23:34:29 main:574] : INFO : Epoch 1997 | loss: 0.0311046 | val_loss: 0.0311309 | Time: 4202.76 ms [2022-04-23 23:34:33 main:574] : INFO : Epoch 1998 | loss: 0.0311097 | val_loss: 0.0311305 | Time: 4067.33 ms [2022-04-23 23:34:37 main:574] : INFO : Epoch 1999 | loss: 0.0311065 | val_loss: 0.0311317 | Time: 4018.51 ms [2022-04-23 23:34:41 main:574] : INFO : Epoch 2000 | loss: 0.0311046 | val_loss: 0.0311298 | Time: 4092.98 ms [2022-04-23 23:34:46 main:574] : INFO : Epoch 2001 | loss: 0.0311005 | val_loss: 0.0311301 | Time: 4134.7 ms [2022-04-23 23:34:50 main:574] : INFO : Epoch 2002 | loss: 0.0310989 | val_loss: 0.0311324 | Time: 4167.67 ms [2022-04-23 23:34:54 main:574] : INFO : Epoch 2003 | loss: 0.0310982 | val_loss: 0.0311305 | Time: 4197.72 ms [2022-04-23 23:34:58 main:574] : INFO : Epoch 2004 | loss: 0.031099 | val_loss: 0.031135 | Time: 4003.65 ms [2022-04-23 23:35:02 main:574] : INFO : Epoch 2005 | loss: 0.0311009 | val_loss: 0.0311302 | Time: 4086.4 ms [2022-04-23 23:35:06 main:574] : INFO : Epoch 2006 | loss: 0.0310972 | val_loss: 0.0311273 | Time: 3957.97 ms [2022-04-23 23:35:10 main:574] : INFO : Epoch 2007 | loss: 0.031097 | val_loss: 0.0311295 | Time: 3994.35 ms [2022-04-23 23:35:15 main:574] : INFO : Epoch 2008 | loss: 0.031099 | val_loss: 0.0311391 | Time: 4030.09 ms [2022-04-23 23:35:19 main:574] : INFO : Epoch 2009 | loss: 0.0311035 | val_loss: 0.0311319 | Time: 4132.24 ms [2022-04-23 23:35:23 main:574] : INFO : Epoch 2010 | loss: 0.031106 | val_loss: 0.0311663 | Time: 4237.31 ms [2022-04-23 23:35:27 main:574] : INFO : Epoch 2011 | loss: 0.0398605 | val_loss: 0.0392322 | Time: 4112.7 ms [2022-04-23 23:35:31 main:574] : INFO : Epoch 2012 | loss: 0.0352215 | val_loss: 0.039402 | Time: 3958.55 ms [2022-04-23 23:35:36 main:574] : INFO : Epoch 2013 | loss: 0.0366277 | val_loss: 0.0324431 | Time: 3972.02 ms [2022-04-23 23:35:41 main:574] : INFO : Epoch 2014 | loss: 0.0319376 | val_loss: 0.0315213 | Time: 3947.23 ms [2022-04-23 23:35:45 main:574] : INFO : Epoch 2015 | loss: 0.0313463 | val_loss: 0.0312457 | Time: 4090.79 ms [2022-04-23 23:35:49 main:574] : INFO : Epoch 2016 | loss: 0.0312432 | val_loss: 0.0312181 | Time: 4376.49 ms [2022-04-23 23:35:53 main:574] : INFO : Epoch 2017 | loss: 0.0312131 | val_loss: 0.0312037 | Time: 4017.21 ms [2022-04-23 23:35:57 main:574] : INFO : Epoch 2018 | loss: 0.0311998 | val_loss: 0.0311942 | Time: 4047.36 ms [2022-04-23 23:36:01 main:574] : INFO : Epoch 2019 | loss: 0.0311925 | val_loss: 0.0311873 | Time: 4059.62 ms [2022-04-23 23:36:06 main:574] : INFO : Epoch 2020 | loss: 0.0311852 | val_loss: 0.0311802 | Time: 4213.15 ms [2022-04-23 23:36:10 main:574] : INFO : Epoch 2021 | loss: 0.0311792 | val_loss: 0.0311744 | Time: 4064.99 ms [2022-04-23 23:36:14 main:574] : INFO : Epoch 2022 | loss: 0.0311735 | val_loss: 0.0311688 | Time: 4111.88 ms [2022-04-23 23:36:18 main:574] : INFO : Epoch 2023 | loss: 0.0311681 | val_loss: 0.031164 | Time: 4151.93 ms [2022-04-23 23:36:23 main:574] : INFO : Epoch 2024 | loss: 0.0311646 | val_loss: 0.031163 | Time: 3970.1 ms [2022-04-23 23:36:27 main:574] : INFO : Epoch 2025 | loss: 0.031161 | val_loss: 0.0311592 | Time: 3965.84 ms [2022-04-23 23:36:32 main:574] : INFO : Epoch 2026 | loss: 0.0311578 | val_loss: 0.0311571 | Time: 4039.86 ms [2022-04-23 23:36:37 main:574] : INFO : Epoch 2027 | loss: 0.0311547 | val_loss: 0.0311551 | Time: 4078.68 ms [2022-04-23 23:36:41 main:574] : INFO : Epoch 2028 | loss: 0.0311535 | val_loss: 0.031153 | Time: 4240.59 ms [2022-04-23 23:36:45 main:574] : INFO : Epoch 2029 | loss: 0.0311514 | val_loss: 0.031152 | Time: 4109.18 ms [2022-04-23 23:36:49 main:574] : INFO : Epoch 2030 | loss: 0.0311511 | val_loss: 0.0311508 | Time: 4032.89 ms [2022-04-23 23:36:53 main:574] : INFO : Epoch 2031 | loss: 0.0311495 | val_loss: 0.0311509 | Time: 4260.16 ms [2022-04-23 23:36:58 main:574] : INFO : Epoch 2032 | loss: 0.0311485 | val_loss: 0.03115 | Time: 4160.86 ms [2022-04-23 23:37:02 main:574] : INFO : Epoch 2033 | loss: 0.0311474 | val_loss: 0.0311486 | Time: 4139.36 ms [2022-04-23 23:37:06 main:574] : INFO : Epoch 2034 | loss: 0.0311463 | val_loss: 0.0311485 | Time: 4089.01 ms [2022-04-23 23:37:10 main:574] : INFO : Epoch 2035 | loss: 0.0311454 | val_loss: 0.031147 | Time: 4120.7 ms [2022-04-23 23:37:15 main:574] : INFO : Epoch 2036 | loss: 0.0311447 | val_loss: 0.0311462 | Time: 3929.95 ms [2022-04-23 23:37:19 main:574] : INFO : Epoch 2037 | loss: 0.0311437 | val_loss: 0.0311461 | Time: 3974.59 ms [2022-04-23 23:37:23 main:574] : INFO : Epoch 2038 | loss: 0.031143 | val_loss: 0.0311468 | Time: 4012.46 ms [2022-04-23 23:37:27 main:574] : INFO : Epoch 2039 | loss: 0.0311436 | val_loss: 0.0311494 | Time: 4092.2 ms [2022-04-23 23:37:32 main:574] : INFO : Epoch 2040 | loss: 0.0311427 | val_loss: 0.0311461 | Time: 4094.43 ms [2022-04-23 23:37:36 main:574] : INFO : Epoch 2041 | loss: 0.0311406 | val_loss: 0.031145 | Time: 4177.05 ms [2022-04-23 23:37:40 main:574] : INFO : Epoch 2042 | loss: 0.0311403 | val_loss: 0.0311462 | Time: 4175.89 ms [2022-04-23 23:37:44 main:574] : INFO : Epoch 2043 | loss: 0.0311394 | val_loss: 0.0311454 | Time: 4029.96 ms [2022-04-23 23:37:48 main:574] : INFO : Epoch 2044 | loss: 0.0311388 | val_loss: 0.0311452 | Time: 4119.09 ms [2022-04-23 23:37:52 main:574] : INFO : Epoch 2045 | loss: 0.0311388 | val_loss: 0.0311462 | Time: 4121.04 ms [2022-04-23 23:37:57 main:574] : INFO : Epoch 2046 | loss: 0.0311392 | val_loss: 0.0311459 | Time: 4256.06 ms [2022-04-23 23:38:01 main:574] : INFO : Epoch 2047 | loss: 0.0311372 | val_loss: 0.0311448 | Time: 4244.17 ms [2022-04-23 23:38:05 main:574] : INFO : Epoch 2048 | loss: 0.0311369 | val_loss: 0.0311452 | Time: 4108.6 ms [2022-04-23 23:38:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311452 [2022-04-23 23:38:05 main:603] : INFO : Saving end state to config to file [2022-04-23 23:38:05 main:608] : INFO : Success, exiting.. 23:38:05 (736): 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)