Task 11117656
| Name | ParityModified-1639946301-9277-3-0_0 |
| Workunit | 8399282 |
| Created | 27 Jan 2022, 21:24:30 UTC |
| Sent | 14 Feb 2022, 18:14:39 UTC |
| Report deadline | 22 Feb 2022, 18:14:39 UTC |
| Received | 24 Feb 2022, 2:01:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11391 |
| Run time | 2 days 3 hours 59 min 9 sec |
| CPU time | 15 hours 27 min 23 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,441.61 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> val_loss: 0.0311688 | Time: 75106.7 ms [2022-02-23 15:40:09 main:574] : INFO : Epoch 1596 | loss: 0.031147 | val_loss: 0.0311644 | Time: 64120.9 ms [2022-02-23 15:41:14 main:574] : INFO : Epoch 1597 | loss: 0.0311473 | val_loss: 0.0311664 | Time: 62758.3 ms [2022-02-23 15:42:18 main:574] : INFO : Epoch 1598 | loss: 0.0311496 | val_loss: 0.0311669 | Time: 63711.3 ms [2022-02-23 15:43:55 main:574] : INFO : Epoch 1599 | loss: 0.0311482 | val_loss: 0.0311652 | Time: 96812.6 ms [2022-02-23 15:45:55 main:574] : INFO : Epoch 1600 | loss: 0.0311478 | val_loss: 0.0311696 | Time: 118059 ms [2022-02-23 15:47:44 main:574] : INFO : Epoch 1601 | loss: 0.031148 | val_loss: 0.0311658 | Time: 104132 ms [2022-02-23 15:49:30 main:574] : INFO : Epoch 1602 | loss: 0.031145 | val_loss: 0.0311665 | Time: 97215.9 ms [2022-02-23 15:52:07 main:574] : INFO : Epoch 1603 | loss: 0.0311443 | val_loss: 0.0311638 | Time: 154502 ms [2022-02-23 15:53:37 main:574] : INFO : Epoch 1604 | loss: 0.0311455 | val_loss: 0.0311652 | Time: 85297 ms [2022-02-23 15:56:08 main:574] : INFO : Epoch 1605 | loss: 0.0311441 | val_loss: 0.031164 | Time: 150779 ms [2022-02-23 15:57:38 main:574] : INFO : Epoch 1606 | loss: 0.0311465 | val_loss: 0.0311647 | Time: 83980.7 ms [2022-02-23 15:58:54 main:574] : INFO : Epoch 1607 | loss: 0.0311471 | val_loss: 0.0311622 | Time: 74996.2 ms [2022-02-23 16:01:38 main:574] : INFO : Epoch 1608 | loss: 0.0311525 | val_loss: 0.031164 | Time: 163371 ms [2022-02-23 16:03:32 main:574] : INFO : Epoch 1609 | loss: 0.031151 | val_loss: 0.0311653 | Time: 112277 ms [2022-02-23 16:05:14 main:574] : INFO : Epoch 1610 | loss: 0.0311478 | val_loss: 0.0311673 | Time: 101483 ms [2022-02-23 16:07:38 main:574] : INFO : Epoch 1611 | loss: 0.0311467 | val_loss: 0.0311675 | Time: 142139 ms [2022-02-23 16:08:36 main:574] : INFO : Epoch 1612 | loss: 0.0311454 | val_loss: 0.0311645 | Time: 58365.3 ms [2022-02-23 16:10:07 main:574] : INFO : Epoch 1613 | loss: 0.0311446 | val_loss: 0.0311617 | Time: 85553.7 ms [2022-02-23 16:11:24 main:574] : INFO : Epoch 1614 | loss: 0.031144 | val_loss: 0.0311639 | Time: 76860.1 ms [2022-02-23 16:12:54 main:574] : INFO : Epoch 1615 | loss: 0.0311441 | val_loss: 0.031166 | Time: 89682.5 ms [2022-02-23 16:14:24 main:574] : INFO : Epoch 1616 | loss: 0.0311443 | val_loss: 0.0311643 | Time: 84305.2 ms [2022-02-23 16:15:48 main:574] : INFO : Epoch 1617 | loss: 0.0311435 | val_loss: 0.0311654 | Time: 82643.3 ms [2022-02-23 16:17:26 main:574] : INFO : Epoch 1618 | loss: 0.0311434 | val_loss: 0.0311648 | Time: 97138.7 ms [2022-02-23 16:18:43 main:574] : INFO : Epoch 1619 | loss: 0.0311429 | val_loss: 0.0311656 | Time: 71950.8 ms [2022-02-23 16:20:10 main:574] : INFO : Epoch 1620 | loss: 0.0311452 | val_loss: 0.0311625 | Time: 86329 ms [2022-02-23 16:21:33 main:574] : INFO : Epoch 1621 | loss: 0.0311448 | val_loss: 0.0311604 | Time: 83169.2 ms [2022-02-23 16:22:56 main:574] : INFO : Epoch 1622 | loss: 0.0311502 | val_loss: 0.0311625 | Time: 77223 ms [2022-02-23 16:24:16 main:574] : INFO : Epoch 1623 | loss: 0.0311502 | val_loss: 0.031161 | Time: 79425 ms [2022-02-23 16:25:21 main:574] : INFO : Epoch 1624 | loss: 0.0311475 | val_loss: 0.0311616 | Time: 64611.4 ms [2022-02-23 16:26:40 main:574] : INFO : Epoch 1625 | loss: 0.031147 | val_loss: 0.031162 | Time: 74344.7 ms [2022-02-23 16:27:57 main:574] : INFO : Epoch 1626 | loss: 0.0311463 | val_loss: 0.0311645 | Time: 76838.7 ms [2022-02-23 16:29:02 main:574] : INFO : Epoch 1627 | loss: 0.0311441 | val_loss: 0.0311648 | Time: 64527 ms [2022-02-23 16:30:11 main:574] : INFO : Epoch 1628 | loss: 0.0311442 | val_loss: 0.031168 | Time: 64416.1 ms [2022-02-23 16:31:20 main:574] : INFO : Epoch 1629 | loss: 0.0311451 | val_loss: 0.0311658 | Time: 69277.2 ms [2022-02-23 16:32:50 main:574] : INFO : Epoch 1630 | loss: 0.0311442 | val_loss: 0.0311658 | Time: 89528.2 ms [2022-02-23 16:34:04 main:574] : INFO : Epoch 1631 | loss: 0.0311456 | val_loss: 0.0311638 | Time: 71857.7 ms [2022-02-23 16:35:47 main:574] : INFO : Epoch 1632 | loss: 0.031145 | val_loss: 0.0311643 | Time: 102030 ms [2022-02-23 16:36:49 main:574] : INFO : Epoch 1633 | loss: 0.0311428 | val_loss: 0.0311615 | Time: 62168.9 ms [2022-02-23 16:38:04 main:574] : INFO : Epoch 1634 | loss: 0.0311435 | val_loss: 0.0311627 | Time: 70483.9 ms [2022-02-23 16:39:16 main:574] : INFO : Epoch 1635 | loss: 0.0311452 | val_loss: 0.0311654 | Time: 71514.5 ms [2022-02-23 16:40:18 main:574] : INFO : Epoch 1636 | loss: 0.0311437 | val_loss: 0.0311652 | Time: 61781.3 ms [2022-02-23 16:41:41 main:574] : INFO : Epoch 1637 | loss: 0.031142 | val_loss: 0.0311681 | Time: 80359.6 ms [2022-02-23 16:43:10 main:574] : INFO : Epoch 1638 | loss: 0.0311441 | val_loss: 0.0311667 | Time: 88588.2 ms [2022-02-23 16:44:40 main:574] : INFO : Epoch 1639 | loss: 0.0311439 | val_loss: 0.0311652 | Time: 88823.9 ms [2022-02-23 16:45:54 main:574] : INFO : Epoch 1640 | loss: 0.0311434 | val_loss: 0.0311615 | Time: 69143.4 ms [2022-02-23 16:47:40 main:574] : INFO : Epoch 1641 | loss: 0.0311428 | val_loss: 0.0311627 | Time: 104993 ms [2022-02-23 16:49:27 main:574] : INFO : Epoch 1642 | loss: 0.0311412 | val_loss: 0.0311628 | Time: 105947 ms [2022-02-23 16:50:25 main:574] : INFO : Epoch 1643 | loss: 0.031141 | val_loss: 0.0311624 | Time: 55573.5 ms [2022-02-23 16:51:47 main:574] : INFO : Epoch 1644 | loss: 0.0311411 | val_loss: 0.0311622 | Time: 82567.8 ms [2022-02-23 16:53:05 main:574] : INFO : Epoch 1645 | loss: 0.0311398 | val_loss: 0.0311637 | Time: 77430.3 ms [2022-02-23 16:54:25 main:574] : INFO : Epoch 1646 | loss: 0.0311411 | val_loss: 0.0311639 | Time: 78873.1 ms [2022-02-23 16:56:09 main:574] : INFO : Epoch 1647 | loss: 0.0311392 | val_loss: 0.0311635 | Time: 103370 ms [2022-02-23 16:57:38 main:574] : INFO : Epoch 1648 | loss: 0.0311406 | val_loss: 0.0311641 | Time: 88477.6 ms [2022-02-23 16:58:58 main:574] : INFO : Epoch 1649 | loss: 0.031139 | val_loss: 0.0311631 | Time: 73971 ms [2022-02-23 17:00:18 main:574] : INFO : Epoch 1650 | loss: 0.0311389 | val_loss: 0.031162 | Time: 79436.6 ms [2022-02-23 17:01:40 main:574] : INFO : Epoch 1651 | loss: 0.0311381 | val_loss: 0.0311651 | Time: 81739.4 ms [2022-02-23 17:02:55 main:574] : INFO : Epoch 1652 | loss: 0.0311384 | val_loss: 0.0311638 | Time: 70662.7 ms [2022-02-23 17:04:07 main:574] : INFO : Epoch 1653 | loss: 0.0311379 | val_loss: 0.0311646 | Time: 71356.9 ms [2022-02-23 17:05:16 main:574] : INFO : Epoch 1654 | loss: 0.0311408 | val_loss: 0.0311655 | Time: 69008.7 ms [2022-02-23 17:06:36 main:574] : INFO : Epoch 1655 | loss: 0.0311398 | val_loss: 0.031163 | Time: 73264.2 ms [2022-02-23 17:07:44 main:574] : INFO : Epoch 1656 | loss: 0.0311386 | val_loss: 0.0311667 | Time: 67298.4 ms [2022-02-23 17:09:06 main:574] : INFO : Epoch 1657 | loss: 0.0311397 | val_loss: 0.0311694 | Time: 81873.1 ms [2022-02-23 17:10:32 main:574] : INFO : Epoch 1658 | loss: 0.0311396 | val_loss: 0.0311678 | Time: 78918.1 ms [2022-02-23 17:11:35 main:574] : INFO : Epoch 1659 | loss: 0.031142 | val_loss: 0.0311669 | Time: 63039.9 ms [2022-02-23 17:12:37 main:574] : INFO : Epoch 1660 | loss: 0.0311415 | val_loss: 0.0311635 | Time: 62026.7 ms [2022-02-23 17:13:48 main:574] : INFO : Epoch 1661 | loss: 0.0311465 | val_loss: 0.0311667 | Time: 65904.8 ms [2022-02-23 17:15:26 main:574] : INFO : Epoch 1662 | loss: 0.0311492 | val_loss: 0.031164 | Time: 96626 ms [2022-02-23 17:16:51 main:574] : INFO : Epoch 1663 | loss: 0.0311459 | val_loss: 0.0311624 | Time: 83165.9 ms [2022-02-23 17:18:24 main:574] : INFO : Epoch 1664 | loss: 0.0311447 | val_loss: 0.0311649 | Time: 88675.5 ms [2022-02-23 17:19:51 main:574] : INFO : Epoch 1665 | loss: 0.0311438 | val_loss: 0.0311678 | Time: 86807.5 ms [2022-02-23 17:21:10 main:574] : INFO : Epoch 1666 | loss: 0.0311431 | val_loss: 0.031163 | Time: 79399.2 ms [2022-02-23 17:22:42 main:574] : INFO : Epoch 1667 | loss: 0.031142 | val_loss: 0.031162 | Time: 85107.3 ms [2022-02-23 17:24:17 main:574] : INFO : Epoch 1668 | loss: 0.0311427 | val_loss: 0.0311689 | Time: 95447.6 ms [2022-02-23 17:26:01 main:574] : INFO : Epoch 1669 | loss: 0.0311455 | val_loss: 0.0311658 | Time: 102995 ms [2022-02-23 17:27:31 main:574] : INFO : Epoch 1670 | loss: 0.0311421 | val_loss: 0.0311659 | Time: 84753.2 ms [2022-02-23 17:28:59 main:574] : INFO : Epoch 1671 | loss: 0.0311411 | val_loss: 0.0311645 | Time: 87660.3 ms [2022-02-23 17:30:28 main:574] : INFO : Epoch 1672 | loss: 0.0311407 | val_loss: 0.0311646 | Time: 88153.3 ms [2022-02-23 17:31:59 main:574] : INFO : Epoch 1673 | loss: 0.0311417 | val_loss: 0.0311644 | Time: 87193.5 ms [2022-02-23 17:33:10 main:574] : INFO : Epoch 1674 | loss: 0.0311409 | val_loss: 0.0311671 | Time: 69623.4 ms [2022-02-23 17:34:45 main:574] : INFO : Epoch 1675 | loss: 0.0311399 | val_loss: 0.0311622 | Time: 95260.8 ms [2022-02-23 17:36:23 main:574] : INFO : Epoch 1676 | loss: 0.0311385 | val_loss: 0.0311653 | Time: 90053.9 ms [2022-02-23 17:37:52 main:574] : INFO : Epoch 1677 | loss: 0.0311393 | val_loss: 0.0311665 | Time: 88523.9 ms [2022-02-23 17:39:28 main:574] : INFO : Epoch 1678 | loss: 0.03114 | val_loss: 0.0311622 | Time: 95406.4 ms [2022-02-23 17:40:50 main:574] : INFO : Epoch 1679 | loss: 0.0311403 | val_loss: 0.0311654 | Time: 77161.3 ms [2022-02-23 17:42:24 main:574] : INFO : Epoch 1680 | loss: 0.0311392 | val_loss: 0.0311666 | Time: 93504.9 ms [2022-02-23 17:44:03 main:574] : INFO : Epoch 1681 | loss: 0.0311389 | val_loss: 0.0311734 | Time: 98329.5 ms [2022-02-23 17:45:58 main:574] : INFO : Epoch 1682 | loss: 0.0311402 | val_loss: 0.0311654 | Time: 109740 ms [2022-02-23 17:47:41 main:574] : INFO : Epoch 1683 | loss: 0.0311403 | val_loss: 0.0311684 | Time: 101587 ms [2022-02-23 17:48:59 main:574] : INFO : Epoch 1684 | loss: 0.0311377 | val_loss: 0.0311654 | Time: 73549.1 ms [2022-02-23 17:50:08 main:574] : INFO : Epoch 1685 | loss: 0.0311373 | val_loss: 0.0311651 | Time: 68459.8 ms [2022-02-23 17:51:27 main:574] : INFO : Epoch 1686 | loss: 0.0311389 | val_loss: 0.0311641 | Time: 78372.5 ms [2022-02-23 17:52:59 main:574] : INFO : Epoch 1687 | loss: 0.0311379 | val_loss: 0.0311648 | Time: 88191.6 ms [2022-02-23 17:54:03 main:574] : INFO : Epoch 1688 | loss: 0.0311376 | val_loss: 0.0311704 | Time: 62203.4 ms [2022-02-23 17:55:17 main:574] : INFO : Epoch 1689 | loss: 0.0311379 | val_loss: 0.0311709 | Time: 73977.2 ms [2022-02-23 17:56:51 main:574] : INFO : Epoch 1690 | loss: 0.0311393 | val_loss: 0.0311682 | Time: 85541.4 ms [2022-02-23 17:59:14 main:574] : INFO : Epoch 1691 | loss: 0.0311382 | val_loss: 0.0311698 | Time: 143191 ms [2022-02-23 18:00:24 main:574] : INFO : Epoch 1692 | loss: 0.031136 | val_loss: 0.0311662 | Time: 66787.3 ms [2022-02-23 18:01:44 main:574] : INFO : Epoch 1693 | loss: 0.0311365 | val_loss: 0.0311702 | Time: 79616.3 ms [2022-02-23 18:03:00 main:574] : INFO : Epoch 1694 | loss: 0.031137 | val_loss: 0.0311716 | Time: 76150.5 ms [2022-02-23 18:04:18 main:574] : INFO : Epoch 1695 | loss: 0.0311394 | val_loss: 0.03117 | Time: 73372.9 ms [2022-02-23 18:05:45 main:574] : INFO : Epoch 1696 | loss: 0.0311421 | val_loss: 0.0311697 | Time: 86618.4 ms [2022-02-23 18:07:12 main:574] : INFO : Epoch 1697 | loss: 0.0311454 | val_loss: 0.0311686 | Time: 86238.5 ms [2022-02-23 18:08:36 main:574] : INFO : Epoch 1698 | loss: 0.0311499 | val_loss: 0.0311661 | Time: 78758.7 ms [2022-02-23 18:09:48 main:574] : INFO : Epoch 1699 | loss: 0.0311473 | val_loss: 0.0311649 | Time: 71837.8 ms [2022-02-23 18:11:22 main:574] : INFO : Epoch 1700 | loss: 0.0311447 | val_loss: 0.031169 | Time: 94103 ms [2022-02-23 18:12:44 main:574] : INFO : Epoch 1701 | loss: 0.0311568 | val_loss: 0.031172 | Time: 78662 ms [2022-02-23 18:13:57 main:574] : INFO : Epoch 1702 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 73091.4 ms [2022-02-23 18:14:57 main:574] : INFO : Epoch 1703 | loss: 0.0311703 | val_loss: 0.0311812 | Time: 59696.9 ms [2022-02-23 18:16:27 main:574] : INFO : Epoch 1704 | loss: 0.0311808 | val_loss: 0.0311788 | Time: 85392 ms [2022-02-23 18:17:59 main:574] : INFO : Epoch 1705 | loss: 0.0311781 | val_loss: 0.0311772 | Time: 91105.2 ms [2022-02-23 18:19:21 main:574] : INFO : Epoch 1706 | loss: 0.0311728 | val_loss: 0.0311744 | Time: 82147.5 ms [2022-02-23 18:20:48 main:574] : INFO : Epoch 1707 | loss: 0.0311702 | val_loss: 0.031175 | Time: 82660.5 ms [2022-02-23 18:22:38 main:574] : INFO : Epoch 1708 | loss: 0.0311689 | val_loss: 0.031172 | Time: 109133 ms [2022-02-23 18:24:04 main:574] : INFO : Epoch 1709 | loss: 0.0311673 | val_loss: 0.031174 | Time: 85677.8 ms [2022-02-23 18:25:23 main:574] : INFO : Epoch 1710 | loss: 0.0311661 | val_loss: 0.0311757 | Time: 77697.3 ms [2022-02-23 18:27:00 main:574] : INFO : Epoch 1711 | loss: 0.0311658 | val_loss: 0.0311725 | Time: 96640.6 ms [2022-02-23 18:28:38 main:574] : INFO : Epoch 1712 | loss: 0.0311648 | val_loss: 0.0311696 | Time: 96433.7 ms [2022-02-23 18:30:36 main:574] : INFO : Epoch 1713 | loss: 0.031164 | val_loss: 0.0311693 | Time: 111761 ms [2022-02-23 18:32:08 main:574] : INFO : Epoch 1714 | loss: 0.0311626 | val_loss: 0.0311671 | Time: 91692.4 ms [2022-02-23 18:34:12 main:574] : INFO : Epoch 1715 | loss: 0.0311628 | val_loss: 0.031167 | Time: 117459 ms [2022-02-23 18:35:42 main:574] : INFO : Epoch 1716 | loss: 0.031161 | val_loss: 0.0311668 | Time: 89624.2 ms [2022-02-23 18:37:18 main:574] : INFO : Epoch 1717 | loss: 0.0311603 | val_loss: 0.0311662 | Time: 94876.9 ms [2022-02-23 18:39:11 main:574] : INFO : Epoch 1718 | loss: 0.0311588 | val_loss: 0.0311635 | Time: 112546 ms [2022-02-23 18:41:16 main:574] : INFO : Epoch 1719 | loss: 0.0311587 | val_loss: 0.0311638 | Time: 122060 ms [2022-02-23 18:42:33 main:574] : INFO : Epoch 1720 | loss: 0.0311566 | val_loss: 0.0311669 | Time: 76243.9 ms [2022-02-23 18:43:45 main:574] : INFO : Epoch 1721 | loss: 0.0311556 | val_loss: 0.031166 | Time: 71995.9 ms [2022-02-23 18:45:28 main:574] : INFO : Epoch 1722 | loss: 0.0311555 | val_loss: 0.0311654 | Time: 96230 ms [2022-02-23 18:47:05 main:574] : INFO : Epoch 1723 | loss: 0.0311562 | val_loss: 0.031166 | Time: 97192.7 ms [2022-02-23 18:49:02 main:574] : INFO : Epoch 1724 | loss: 0.0311589 | val_loss: 0.0311686 | Time: 116926 ms [2022-02-23 18:50:35 main:574] : INFO : Epoch 1725 | loss: 0.0311561 | val_loss: 0.031164 | Time: 87467.9 ms [2022-02-23 18:52:10 main:574] : INFO : Epoch 1726 | loss: 0.0311569 | val_loss: 0.0311624 | Time: 94223.1 ms [2022-02-23 18:53:41 main:574] : INFO : Epoch 1727 | loss: 0.0311558 | val_loss: 0.0311628 | Time: 90888.1 ms [2022-02-23 18:55:19 main:574] : INFO : Epoch 1728 | loss: 0.0311564 | val_loss: 0.031164 | Time: 93729.2 ms [2022-02-23 18:56:18 main:574] : INFO : Epoch 1729 | loss: 0.0311549 | val_loss: 0.0311626 | Time: 59140.3 ms [2022-02-23 18:57:45 main:574] : INFO : Epoch 1730 | loss: 0.0311539 | val_loss: 0.0311643 | Time: 86760.1 ms [2022-02-23 18:59:18 main:574] : INFO : Epoch 1731 | loss: 0.0311538 | val_loss: 0.0311667 | Time: 86895.8 ms [2022-02-23 19:00:40 main:574] : INFO : Epoch 1732 | loss: 0.0311535 | val_loss: 0.0311634 | Time: 82014.3 ms [2022-02-23 19:02:01 main:574] : INFO : Epoch 1733 | loss: 0.0311523 | val_loss: 0.0311649 | Time: 79891.6 ms [2022-02-23 19:03:25 main:574] : INFO : Epoch 1734 | loss: 0.0311519 | val_loss: 0.031164 | Time: 77250.9 ms [2022-02-23 19:04:44 main:574] : INFO : Epoch 1735 | loss: 0.0311526 | val_loss: 0.0311646 | Time: 79475.6 ms [2022-02-23 19:06:13 main:574] : INFO : Epoch 1736 | loss: 0.0311529 | val_loss: 0.0311636 | Time: 88906.7 ms [2022-02-23 19:07:14 main:574] : INFO : Epoch 1737 | loss: 0.0311521 | val_loss: 0.0311674 | Time: 56925.3 ms [2022-02-23 19:09:05 main:574] : INFO : Epoch 1738 | loss: 0.0311517 | val_loss: 0.0311655 | Time: 111333 ms [2022-02-23 19:10:48 main:574] : INFO : Epoch 1739 | loss: 0.0311518 | val_loss: 0.0311658 | Time: 101132 ms [2022-02-23 19:12:49 main:574] : INFO : Epoch 1740 | loss: 0.0311544 | val_loss: 0.0311651 | Time: 115654 ms [2022-02-23 19:14:15 main:574] : INFO : Epoch 1741 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 85416.5 ms [2022-02-23 19:16:31 main:574] : INFO : Epoch 1742 | loss: 0.031151 | val_loss: 0.031163 | Time: 134669 ms [2022-02-23 19:17:43 main:574] : INFO : Epoch 1743 | loss: 0.0311531 | val_loss: 0.031166 | Time: 72458.2 ms [2022-02-23 19:19:10 main:574] : INFO : Epoch 1744 | loss: 0.0311526 | val_loss: 0.0311685 | Time: 83177.3 ms [2022-02-23 19:20:43 main:574] : INFO : Epoch 1745 | loss: 0.031151 | val_loss: 0.0311662 | Time: 91908 ms [2022-02-23 19:23:11 main:574] : INFO : Epoch 1746 | loss: 0.0311499 | val_loss: 0.0311658 | Time: 147092 ms [2022-02-23 19:25:11 main:574] : INFO : Epoch 1747 | loss: 0.0311495 | val_loss: 0.0311658 | Time: 114196 ms [2022-02-23 19:27:03 main:574] : INFO : Epoch 1748 | loss: 0.0311487 | val_loss: 0.0311646 | Time: 112405 ms [2022-02-23 19:28:16 main:574] : INFO : Epoch 1749 | loss: 0.0311497 | val_loss: 0.0311685 | Time: 66857.4 ms [2022-02-23 19:29:37 main:574] : INFO : Epoch 1750 | loss: 0.0311507 | val_loss: 0.031166 | Time: 81100.9 ms [2022-02-23 19:31:03 main:574] : INFO : Epoch 1751 | loss: 0.0311505 | val_loss: 0.0311688 | Time: 85545.2 ms [2022-02-23 19:33:11 main:574] : INFO : Epoch 1752 | loss: 0.0311499 | val_loss: 0.0311667 | Time: 119669 ms [2022-02-23 19:35:11 main:574] : INFO : Epoch 1753 | loss: 0.0311593 | val_loss: 0.0311665 | Time: 119542 ms [2022-02-23 19:36:41 main:574] : INFO : Epoch 1754 | loss: 0.0311565 | val_loss: 0.0311652 | Time: 84005.2 ms [2022-02-23 19:38:02 main:574] : INFO : Epoch 1755 | loss: 0.0311547 | val_loss: 0.0311652 | Time: 80409.2 ms [2022-02-23 19:39:23 main:574] : INFO : Epoch 1756 | loss: 0.0311529 | val_loss: 0.0311664 | Time: 81127.2 ms [2022-02-23 19:40:50 main:574] : INFO : Epoch 1757 | loss: 0.0311529 | val_loss: 0.0311644 | Time: 82503.8 ms [2022-02-23 19:42:13 main:574] : INFO : Epoch 1758 | loss: 0.0311527 | val_loss: 0.0311699 | Time: 82344.9 ms [2022-02-23 19:43:59 main:574] : INFO : Epoch 1759 | loss: 0.0311528 | val_loss: 0.0311643 | Time: 105870 ms [2022-02-23 19:45:20 main:574] : INFO : Epoch 1760 | loss: 0.0311524 | val_loss: 0.0311655 | Time: 76762.5 ms [2022-02-23 19:46:33 main:574] : INFO : Epoch 1761 | loss: 0.0311503 | val_loss: 0.0311657 | Time: 72653.3 ms [2022-02-23 19:48:04 main:574] : INFO : Epoch 1762 | loss: 0.0311508 | val_loss: 0.0311636 | Time: 90836.7 ms [2022-02-23 19:49:32 main:574] : INFO : Epoch 1763 | loss: 0.0311508 | val_loss: 0.0311648 | Time: 85011.9 ms [2022-02-23 19:51:05 main:574] : INFO : Epoch 1764 | loss: 0.0311506 | val_loss: 0.0311653 | Time: 90125.2 ms [2022-02-23 19:52:39 main:574] : INFO : Epoch 1765 | loss: 0.0311499 | val_loss: 0.0311664 | Time: 93713.8 ms [2022-02-23 19:54:18 main:574] : INFO : Epoch 1766 | loss: 0.03115 | val_loss: 0.0311688 | Time: 93900 ms [2022-02-23 19:55:39 main:574] : INFO : Epoch 1767 | loss: 0.0311503 | val_loss: 0.0311696 | Time: 81406.3 ms [2022-02-23 19:57:00 main:574] : INFO : Epoch 1768 | loss: 0.0311506 | val_loss: 0.0311704 | Time: 80599.4 ms [2022-02-23 19:58:33 main:574] : INFO : Epoch 1769 | loss: 0.0311498 | val_loss: 0.031167 | Time: 87688.8 ms [2022-02-23 19:59:43 main:574] : INFO : Epoch 1770 | loss: 0.0311503 | val_loss: 0.0311673 | Time: 69597.6 ms [2022-02-23 20:01:03 main:574] : INFO : Epoch 1771 | loss: 0.03115 | val_loss: 0.0311706 | Time: 80376 ms [2022-02-23 20:02:41 main:574] : INFO : Epoch 1772 | loss: 0.03115 | val_loss: 0.0311671 | Time: 95701 ms [2022-02-23 20:04:07 main:574] : INFO : Epoch 1773 | loss: 0.031149 | val_loss: 0.0311666 | Time: 85431 ms [2022-02-23 20:05:28 main:574] : INFO : Epoch 1774 | loss: 0.0311488 | val_loss: 0.0311667 | Time: 80979.4 ms [2022-02-23 20:06:44 main:574] : INFO : Epoch 1775 | loss: 0.0311484 | val_loss: 0.0311692 | Time: 72024.7 ms [2022-02-23 20:07:46 main:574] : INFO : Epoch 1776 | loss: 0.0311476 | val_loss: 0.0311679 | Time: 61371 ms [2022-02-23 20:08:59 main:574] : INFO : Epoch 1777 | loss: 0.0311484 | val_loss: 0.0311703 | Time: 73269.5 ms [2022-02-23 20:10:17 main:574] : INFO : Epoch 1778 | loss: 0.0311483 | val_loss: 0.0311662 | Time: 77287.1 ms [2022-02-23 20:11:23 main:574] : INFO : Epoch 1779 | loss: 0.0311486 | val_loss: 0.0311674 | Time: 65778.7 ms [2022-02-23 20:12:42 main:574] : INFO : Epoch 1780 | loss: 0.0311481 | val_loss: 0.0311677 | Time: 78654 ms [2022-02-23 20:13:57 main:574] : INFO : Epoch 1781 | loss: 0.0311473 | val_loss: 0.0311677 | Time: 71489.8 ms [2022-02-23 20:15:29 main:574] : INFO : Epoch 1782 | loss: 0.0311495 | val_loss: 0.0311671 | Time: 91540.8 ms [2022-02-23 20:16:54 main:574] : INFO : Epoch 1783 | loss: 0.0311488 | val_loss: 0.0311655 | Time: 84765.8 ms [2022-02-23 20:18:29 main:574] : INFO : Epoch 1784 | loss: 0.0311479 | val_loss: 0.0311665 | Time: 92860.7 ms [2022-02-23 20:19:42 main:574] : INFO : Epoch 1785 | loss: 0.0311484 | val_loss: 0.0311691 | Time: 71578.1 ms [2022-02-23 20:20:49 main:574] : INFO : Epoch 1786 | loss: 0.031149 | val_loss: 0.0311658 | Time: 66993.3 ms [2022-02-23 20:21:53 main:574] : INFO : Epoch 1787 | loss: 0.0311479 | val_loss: 0.031167 | Time: 60219.3 ms [2022-02-23 20:22:54 main:574] : INFO : Epoch 1788 | loss: 0.0311485 | val_loss: 0.0311642 | Time: 60933.7 ms [2022-02-23 20:24:01 main:574] : INFO : Epoch 1789 | loss: 0.0311476 | val_loss: 0.0311636 | Time: 66559.5 ms [2022-02-23 20:25:14 main:574] : INFO : Epoch 1790 | loss: 0.0311492 | val_loss: 0.0311685 | Time: 73715.9 ms [2022-02-23 20:26:41 main:574] : INFO : Epoch 1791 | loss: 0.0311498 | val_loss: 0.0311645 | Time: 83646.9 ms [2022-02-23 20:28:02 main:574] : INFO : Epoch 1792 | loss: 0.0311484 | val_loss: 0.031168 | Time: 79772.8 ms [2022-02-23 20:29:10 main:574] : INFO : Epoch 1793 | loss: 0.0311505 | val_loss: 0.0311641 | Time: 68236.3 ms [2022-02-23 20:30:31 main:574] : INFO : Epoch 1794 | loss: 0.0311479 | val_loss: 0.0311656 | Time: 78546.8 ms [2022-02-23 20:31:52 main:574] : INFO : Epoch 1795 | loss: 0.0311469 | val_loss: 0.0311665 | Time: 79667.9 ms [2022-02-23 20:33:17 main:574] : INFO : Epoch 1796 | loss: 0.0311478 | val_loss: 0.0311676 | Time: 85703.6 ms [2022-02-23 20:34:24 main:574] : INFO : Epoch 1797 | loss: 0.0311488 | val_loss: 0.0311687 | Time: 62531.9 ms [2022-02-23 20:36:03 main:574] : INFO : Epoch 1798 | loss: 0.0311467 | val_loss: 0.0311761 | Time: 98431.5 ms [2022-02-23 20:37:48 main:574] : INFO : Epoch 1799 | loss: 0.0311465 | val_loss: 0.0311725 | Time: 104834 ms [2022-02-23 20:38:58 main:574] : INFO : Epoch 1800 | loss: 0.0311488 | val_loss: 0.0311637 | Time: 64493.7 ms [2022-02-23 20:40:02 main:574] : INFO : Epoch 1801 | loss: 0.0311495 | val_loss: 0.0311668 | Time: 64055.8 ms [2022-02-23 20:41:21 main:574] : INFO : Epoch 1802 | loss: 0.0311485 | val_loss: 0.0311666 | Time: 78057.8 ms [2022-02-23 20:42:23 main:574] : INFO : Epoch 1803 | loss: 0.0311461 | val_loss: 0.031164 | Time: 58226.6 ms [2022-02-23 20:43:33 main:574] : INFO : Epoch 1804 | loss: 0.0311452 | val_loss: 0.0311643 | Time: 69677.3 ms [2022-02-23 20:45:27 main:574] : INFO : Epoch 1805 | loss: 0.0311503 | val_loss: 0.0311685 | Time: 113778 ms [2022-02-23 20:47:00 main:574] : INFO : Epoch 1806 | loss: 0.0311511 | val_loss: 0.0311693 | Time: 90208.9 ms [2022-02-23 20:48:39 main:574] : INFO : Epoch 1807 | loss: 0.0311497 | val_loss: 0.0311698 | Time: 98747.2 ms [2022-02-23 20:50:20 main:574] : INFO : Epoch 1808 | loss: 0.0311507 | val_loss: 0.0311662 | Time: 99942.9 ms [2022-02-23 20:51:53 main:574] : INFO : Epoch 1809 | loss: 0.0311504 | val_loss: 0.0311697 | Time: 85923.8 ms [2022-02-23 20:52:56 main:574] : INFO : Epoch 1810 | loss: 0.0311509 | val_loss: 0.0311709 | Time: 62977.7 ms [2022-02-23 20:54:42 main:574] : INFO : Epoch 1811 | loss: 0.0311515 | val_loss: 0.0311663 | Time: 105135 ms [2022-02-23 20:56:08 main:574] : INFO : Epoch 1812 | loss: 0.0311554 | val_loss: 0.0311718 | Time: 81800.9 ms [2022-02-23 20:58:29 main:574] : INFO : Epoch 1813 | loss: 0.0311563 | val_loss: 0.0311686 | Time: 140243 ms [2022-02-23 21:00:02 main:574] : INFO : Epoch 1814 | loss: 0.0311544 | val_loss: 0.0311669 | Time: 88726.4 ms [2022-02-23 21:01:27 main:574] : INFO : Epoch 1815 | loss: 0.0311537 | val_loss: 0.0311707 | Time: 84904.1 ms [2022-02-23 21:03:00 main:574] : INFO : Epoch 1816 | loss: 0.0311529 | val_loss: 0.0311756 | Time: 91662.4 ms [2022-02-23 21:03:35 main:574] : INFO : Epoch 1817 | loss: 0.0311531 | val_loss: 0.0311668 | Time: 34899.2 ms [2022-02-23 21:05:05 main:574] : INFO : Epoch 1818 | loss: 0.0311476 | val_loss: 0.0311696 | Time: 90396.6 ms [2022-02-23 21:06:24 main:574] : INFO : Epoch 1819 | loss: 0.0311488 | val_loss: 0.031167 | Time: 77052.7 ms [2022-02-23 21:07:58 main:574] : INFO : Epoch 1820 | loss: 0.031148 | val_loss: 0.0311666 | Time: 92535.5 ms [2022-02-23 21:09:38 main:574] : INFO : Epoch 1821 | loss: 0.0311463 | val_loss: 0.0311697 | Time: 98934.9 ms [2022-02-23 21:10:40 main:574] : INFO : Epoch 1822 | loss: 0.0311467 | val_loss: 0.031169 | Time: 61533.2 ms [2022-02-23 21:12:06 main:574] : INFO : Epoch 1823 | loss: 0.031147 | val_loss: 0.0311674 | Time: 80681.2 ms [2022-02-23 21:13:40 main:574] : INFO : Epoch 1824 | loss: 0.03115 | val_loss: 0.0311742 | Time: 93727.8 ms [2022-02-23 21:14:40 main:574] : INFO : Epoch 1825 | loss: 0.0311475 | val_loss: 0.0311677 | Time: 60646.2 ms [2022-02-23 21:16:09 main:574] : INFO : Epoch 1826 | loss: 0.0311499 | val_loss: 0.0311678 | Time: 86096.5 ms [2022-02-23 21:17:49 main:574] : INFO : Epoch 1827 | loss: 0.0311527 | val_loss: 0.0311663 | Time: 99317.7 ms [2022-02-23 21:19:14 main:574] : INFO : Epoch 1828 | loss: 0.0311515 | val_loss: 0.0311641 | Time: 84942.5 ms [2022-02-23 21:20:38 main:574] : INFO : Epoch 1829 | loss: 0.0311497 | val_loss: 0.0311655 | Time: 80042.6 ms [2022-02-23 21:21:50 main:574] : INFO : Epoch 1830 | loss: 0.0311481 | val_loss: 0.0311659 | Time: 72107.5 ms [2022-02-23 21:23:09 main:574] : INFO : Epoch 1831 | loss: 0.0311457 | val_loss: 0.0311641 | Time: 78688 ms [2022-02-23 21:24:22 main:574] : INFO : Epoch 1832 | loss: 0.031145 | val_loss: 0.0311632 | Time: 66719.8 ms [2022-02-23 21:25:28 main:574] : INFO : Epoch 1833 | loss: 0.0311445 | val_loss: 0.031167 | Time: 66693.2 ms [2022-02-23 21:27:23 main:574] : INFO : Epoch 1834 | loss: 0.0311449 | val_loss: 0.0311641 | Time: 113859 ms [2022-02-23 21:28:57 main:574] : INFO : Epoch 1835 | loss: 0.0311437 | val_loss: 0.0311635 | Time: 90394.1 ms [2022-02-23 21:30:14 main:574] : INFO : Epoch 1836 | loss: 0.0311436 | val_loss: 0.0311678 | Time: 76552.1 ms [2022-02-23 21:32:00 main:574] : INFO : Epoch 1837 | loss: 0.0311453 | val_loss: 0.0311659 | Time: 106109 ms [2022-02-23 21:33:34 main:574] : INFO : Epoch 1838 | loss: 0.0311451 | val_loss: 0.0311688 | Time: 88287.6 ms [2022-02-23 21:34:58 main:574] : INFO : Epoch 1839 | loss: 0.0311435 | val_loss: 0.0311729 | Time: 83460.7 ms [2022-02-23 21:36:29 main:574] : INFO : Epoch 1840 | loss: 0.0311425 | val_loss: 0.031167 | Time: 91026.9 ms [2022-02-23 21:37:59 main:574] : INFO : Epoch 1841 | loss: 0.0311416 | val_loss: 0.0311677 | Time: 83254.3 ms [2022-02-23 21:39:07 main:574] : INFO : Epoch 1842 | loss: 0.0311449 | val_loss: 0.0311689 | Time: 68100.1 ms [2022-02-23 21:40:09 main:574] : INFO : Epoch 1843 | loss: 0.0311461 | val_loss: 0.0311705 | Time: 62206.1 ms [2022-02-23 21:41:11 main:574] : INFO : Epoch 1844 | loss: 0.0311442 | val_loss: 0.0311694 | Time: 60223.6 ms [2022-02-23 21:42:41 main:574] : INFO : Epoch 1845 | loss: 0.0311436 | val_loss: 0.031171 | Time: 89369.1 ms [2022-02-23 21:44:03 main:574] : INFO : Epoch 1846 | loss: 0.0311434 | val_loss: 0.0311652 | Time: 82168 ms [2022-02-23 21:45:16 main:574] : INFO : Epoch 1847 | loss: 0.0311427 | val_loss: 0.0311647 | Time: 69626.4 ms [2022-02-23 21:46:15 main:574] : INFO : Epoch 1848 | loss: 0.031144 | val_loss: 0.0311639 | Time: 59141.2 ms [2022-02-23 21:47:16 main:574] : INFO : Epoch 1849 | loss: 0.0311433 | val_loss: 0.0311653 | Time: 60565 ms [2022-02-23 21:48:16 main:574] : INFO : Epoch 1850 | loss: 0.0311444 | val_loss: 0.0311653 | Time: 59630.9 ms [2022-02-23 21:49:22 main:574] : INFO : Epoch 1851 | loss: 0.0311419 | val_loss: 0.0311703 | Time: 62226.3 ms [2022-02-23 21:50:22 main:574] : INFO : Epoch 1852 | loss: 0.0311416 | val_loss: 0.0311676 | Time: 60001.8 ms [2022-02-23 21:51:20 main:574] : INFO : Epoch 1853 | loss: 0.0311454 | val_loss: 0.0311658 | Time: 57981.9 ms [2022-02-23 21:52:25 main:574] : INFO : Epoch 1854 | loss: 0.0311454 | val_loss: 0.0311645 | Time: 64209.3 ms [2022-02-23 21:53:44 main:574] : INFO : Epoch 1855 | loss: 0.0311444 | val_loss: 0.0311618 | Time: 76765.9 ms [2022-02-23 21:55:01 main:574] : INFO : Epoch 1856 | loss: 0.0311418 | val_loss: 0.0311653 | Time: 77325.4 ms [2022-02-23 21:56:26 main:574] : INFO : Epoch 1857 | loss: 0.0311408 | val_loss: 0.0311643 | Time: 84198.3 ms [2022-02-23 21:57:56 main:574] : INFO : Epoch 1858 | loss: 0.0311412 | val_loss: 0.0311664 | Time: 86103.2 ms [2022-02-23 21:59:18 main:574] : INFO : Epoch 1859 | loss: 0.0311404 | val_loss: 0.0311718 | Time: 81669 ms [2022-02-23 22:00:43 main:574] : INFO : Epoch 1860 | loss: 0.0311407 | val_loss: 0.0311702 | Time: 84827.4 ms [2022-02-23 22:02:07 main:574] : INFO : Epoch 1861 | loss: 0.0311415 | val_loss: 0.0311686 | Time: 82222.1 ms [2022-02-23 22:03:08 main:574] : INFO : Epoch 1862 | loss: 0.0311451 | val_loss: 0.0311671 | Time: 61503.7 ms [2022-02-23 22:04:10 main:574] : INFO : Epoch 1863 | loss: 0.0311447 | val_loss: 0.0311691 | Time: 61947.8 ms [2022-02-23 22:05:48 main:574] : INFO : Epoch 1864 | loss: 0.0311419 | val_loss: 0.031171 | Time: 92678.7 ms [2022-02-23 22:06:46 main:574] : INFO : Epoch 1865 | loss: 0.0311413 | val_loss: 0.0311651 | Time: 58348.6 ms [2022-02-23 22:07:45 main:574] : INFO : Epoch 1866 | loss: 0.0311407 | val_loss: 0.0311628 | Time: 58987.5 ms [2022-02-23 22:08:51 main:574] : INFO : Epoch 1867 | loss: 0.0311405 | val_loss: 0.0311667 | Time: 61306.9 ms [2022-02-23 22:10:14 main:574] : INFO : Epoch 1868 | loss: 0.0311402 | val_loss: 0.0311696 | Time: 83685 ms [2022-02-23 22:11:35 main:574] : INFO : Epoch 1869 | loss: 0.0311412 | val_loss: 0.0311648 | Time: 80397.3 ms [2022-02-23 22:12:59 main:574] : INFO : Epoch 1870 | loss: 0.0311404 | val_loss: 0.0311668 | Time: 79878.1 ms [2022-02-23 22:14:23 main:574] : INFO : Epoch 1871 | loss: 0.031143 | val_loss: 0.0311649 | Time: 83843.4 ms [2022-02-23 22:15:49 main:574] : INFO : Epoch 1872 | loss: 0.0311487 | val_loss: 0.0311697 | Time: 85412.1 ms [2022-02-23 22:17:11 main:574] : INFO : Epoch 1873 | loss: 0.0311495 | val_loss: 0.0311687 | Time: 80191.1 ms [2022-02-23 22:18:34 main:574] : INFO : Epoch 1874 | loss: 0.0311473 | val_loss: 0.031173 | Time: 82877.9 ms [2022-02-23 22:19:59 main:574] : INFO : Epoch 1875 | loss: 0.0311435 | val_loss: 0.0311652 | Time: 85279.4 ms [2022-02-23 22:21:29 main:574] : INFO : Epoch 1876 | loss: 0.031143 | val_loss: 0.0311695 | Time: 84814.2 ms [2022-02-23 22:22:33 main:574] : INFO : Epoch 1877 | loss: 0.0311431 | val_loss: 0.0311659 | Time: 63664.7 ms [2022-02-23 22:23:36 main:574] : INFO : Epoch 1878 | loss: 0.0311432 | val_loss: 0.0311683 | Time: 63623.8 ms [2022-02-23 22:24:43 main:574] : INFO : Epoch 1879 | loss: 0.031141 | val_loss: 0.0311677 | Time: 63940.4 ms [2022-02-23 22:26:15 main:574] : INFO : Epoch 1880 | loss: 0.0311406 | val_loss: 0.0311726 | Time: 92222.2 ms [2022-02-23 22:27:11 main:574] : INFO : Epoch 1881 | loss: 0.0311414 | val_loss: 0.0311709 | Time: 55678.6 ms [2022-02-23 22:28:12 main:574] : INFO : Epoch 1882 | loss: 0.0311394 | val_loss: 0.0311722 | Time: 58521.3 ms [2022-02-23 22:29:18 main:574] : INFO : Epoch 1883 | loss: 0.0311392 | val_loss: 0.0311708 | Time: 65784.2 ms [2022-02-23 22:30:11 main:574] : INFO : Epoch 1884 | loss: 0.0311382 | val_loss: 0.0311759 | Time: 53493.8 ms [2022-02-23 22:31:04 main:574] : INFO : Epoch 1885 | loss: 0.0311372 | val_loss: 0.0311714 | Time: 53094.6 ms [2022-02-23 22:32:00 main:574] : INFO : Epoch 1886 | loss: 0.0311366 | val_loss: 0.0311711 | Time: 53313.4 ms [2022-02-23 22:33:00 main:574] : INFO : Epoch 1887 | loss: 0.0311374 | val_loss: 0.0311791 | Time: 59418.2 ms [2022-02-23 22:34:25 main:574] : INFO : Epoch 1888 | loss: 0.0311375 | val_loss: 0.031175 | Time: 84990.4 ms [2022-02-23 22:35:53 main:574] : INFO : Epoch 1889 | loss: 0.0311446 | val_loss: 0.0311766 | Time: 87971.4 ms [2022-02-23 22:37:23 main:574] : INFO : Epoch 1890 | loss: 0.0311491 | val_loss: 0.0311761 | Time: 83976.3 ms [2022-02-23 22:38:23 main:574] : INFO : Epoch 1891 | loss: 0.0311479 | val_loss: 0.0311756 | Time: 59582.8 ms [2022-02-23 22:39:21 main:574] : INFO : Epoch 1892 | loss: 0.0311445 | val_loss: 0.0311705 | Time: 58302.1 ms [2022-02-23 22:40:30 main:574] : INFO : Epoch 1893 | loss: 0.0311437 | val_loss: 0.031174 | Time: 63871.6 ms [2022-02-23 22:41:28 main:574] : INFO : Epoch 1894 | loss: 0.0311419 | val_loss: 0.0311718 | Time: 58289.1 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 950M) [2022-02-23 22:48:47 main:435] : INFO : Set logging level to 1 [2022-02-23 22:48:47 main:441] : INFO : Running in BOINC Client mode [2022-02-23 22:48:47 main:444] : INFO : Resolving all filenames [2022-02-23 22:48:47 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-23 22:48:47 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-23 22:48:48 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-23 22:48:48 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-23 22:48:48 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-23 22:48:48 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-23 22:48:48 main:474] : INFO : Configuration: [2022-02-23 22:48:48 main:475] : INFO : Model type: GRU [2022-02-23 22:48:48 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-23 22:48:48 main:477] : INFO : Max Epochs: 2048 [2022-02-23 22:48:48 main:478] : INFO : Batch Size: 128 [2022-02-23 22:48:48 main:479] : INFO : Learning Rate: 0.01 [2022-02-23 22:48:48 main:480] : INFO : Patience: 10 [2022-02-23 22:48:48 main:481] : INFO : Hidden Width: 12 [2022-02-23 22:48:48 main:482] : INFO : # Recurrent Layers: 4 [2022-02-23 22:48:48 main:483] : INFO : # Backend Layers: 4 [2022-02-23 22:48:48 main:484] : INFO : # Threads: 1 [2022-02-23 22:48:48 main:486] : INFO : Preparing Dataset [2022-02-23 22:48:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-23 22:48:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-23 22:51:38 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-23 22:51:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-23 22:51:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-23 22:51:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-23 22:51:46 main:494] : INFO : Creating Model [2022-02-23 22:51:46 main:507] : INFO : Preparing config file [2022-02-23 22:51:46 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-23 22:51:46 main:512] : INFO : Loading config [2022-02-23 22:51:46 main:514] : INFO : Loading state [2022-02-23 22:53:31 main:559] : INFO : Loading DataLoader into Memory [2022-02-23 22:53:31 main:562] : INFO : Starting Training [2022-02-23 22:55:11 main:574] : INFO : Epoch 1893 | loss: 0.0312216 | val_loss: 0.0311774 | Time: 99578.7 ms [2022-02-23 22:56:13 main:574] : INFO : Epoch 1894 | loss: 0.0311513 | val_loss: 0.0311728 | Time: 59672.4 ms [2022-02-23 22:57:18 main:574] : INFO : Epoch 1895 | loss: 0.0311453 | val_loss: 0.0311683 | Time: 63893.6 ms [2022-02-23 22:58:24 main:574] : INFO : Epoch 1896 | loss: 0.0311425 | val_loss: 0.0311715 | Time: 66654.5 ms [2022-02-23 22:59:19 main:574] : INFO : Epoch 1897 | loss: 0.0311433 | val_loss: 0.0311677 | Time: 54688.4 ms [2022-02-23 23:00:22 main:574] : INFO : Epoch 1898 | loss: 0.0311428 | val_loss: 0.0311773 | Time: 59858.4 ms [2022-02-23 23:01:23 main:574] : INFO : Epoch 1899 | loss: 0.0311431 | val_loss: 0.0311705 | Time: 60678.7 ms [2022-02-23 23:02:22 main:574] : INFO : Epoch 1900 | loss: 0.0311464 | val_loss: 0.0311708 | Time: 59267.8 ms [2022-02-23 23:03:25 main:574] : INFO : Epoch 1901 | loss: 0.0311475 | val_loss: 0.0311738 | Time: 62498.7 ms [2022-02-23 23:04:28 main:574] : INFO : Epoch 1902 | loss: 0.0311452 | val_loss: 0.0311711 | Time: 59905.1 ms [2022-02-23 23:05:43 main:574] : INFO : Epoch 1903 | loss: 0.0311411 | val_loss: 0.0311742 | Time: 74490.4 ms [2022-02-23 23:06:51 main:574] : INFO : Epoch 1904 | loss: 0.0311409 | val_loss: 0.0311722 | Time: 68031.2 ms [2022-02-23 23:08:48 main:574] : INFO : Epoch 1905 | loss: 0.031141 | val_loss: 0.0311647 | Time: 109508 ms [2022-02-23 23:09:41 main:574] : INFO : Epoch 1906 | loss: 0.0311398 | val_loss: 0.0311762 | Time: 53590.2 ms [2022-02-23 23:10:39 main:574] : INFO : Epoch 1907 | loss: 0.0311402 | val_loss: 0.0311664 | Time: 56976.8 ms [2022-02-23 23:11:54 main:574] : INFO : Epoch 1908 | loss: 0.0311393 | val_loss: 0.0311693 | Time: 72878.4 ms [2022-02-23 23:12:58 main:574] : INFO : Epoch 1909 | loss: 0.0311396 | val_loss: 0.0311691 | Time: 63644.7 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 950M) [2022-02-24 00:01:16 main:435] : INFO : Set logging level to 1 [2022-02-24 00:01:17 main:441] : INFO : Running in BOINC Client mode [2022-02-24 00:01:17 main:444] : INFO : Resolving all filenames [2022-02-24 00:01:17 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-24 00:01:17 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-24 00:01:17 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-24 00:01:18 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-24 00:01:18 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-24 00:01:18 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-24 00:01:18 main:474] : INFO : Configuration: [2022-02-24 00:01:18 main:475] : INFO : Model type: GRU [2022-02-24 00:01:18 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-24 00:01:19 main:477] : INFO : Max Epochs: 2048 [2022-02-24 00:01:19 main:478] : INFO : Batch Size: 128 [2022-02-24 00:01:19 main:479] : INFO : Learning Rate: 0.01 [2022-02-24 00:01:19 main:480] : INFO : Patience: 10 [2022-02-24 00:01:19 main:481] : INFO : Hidden Width: 12 [2022-02-24 00:01:19 main:482] : INFO : # Recurrent Layers: 4 [2022-02-24 00:01:19 main:483] : INFO : # Backend Layers: 4 [2022-02-24 00:01:19 main:484] : INFO : # Threads: 1 [2022-02-24 00:01:19 main:486] : INFO : Preparing Dataset [2022-02-24 00:01:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-24 00:01:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-24 00:04:18 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-24 00:04:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-24 00:04:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-24 00:04:31 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-24 00:04:31 main:494] : INFO : Creating Model [2022-02-24 00:04:32 main:507] : INFO : Preparing config file [2022-02-24 00:04:32 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-24 00:04:32 main:512] : INFO : Loading config [2022-02-24 00:04:32 main:514] : INFO : Loading state [2022-02-24 00:05:51 main:559] : INFO : Loading DataLoader into Memory [2022-02-24 00:05:51 main:562] : INFO : Starting Training [2022-02-24 00:08:03 main:574] : INFO : Epoch 1908 | loss: 0.0312069 | val_loss: 0.0311815 | Time: 131709 ms [2022-02-24 00:09:24 main:574] : INFO : Epoch 1909 | loss: 0.0311468 | val_loss: 0.0311693 | Time: 78513.1 ms [2022-02-24 00:10:46 main:574] : INFO : Epoch 1910 | loss: 0.0311435 | val_loss: 0.0311711 | Time: 82050.2 ms [2022-02-24 00:12:10 main:574] : INFO : Epoch 1911 | loss: 0.0311417 | val_loss: 0.0311703 | Time: 83299.9 ms [2022-02-24 00:13:35 main:574] : INFO : Epoch 1912 | loss: 0.0311401 | val_loss: 0.0311714 | Time: 80224.9 ms [2022-02-24 00:14:59 main:574] : INFO : Epoch 1913 | loss: 0.0311394 | val_loss: 0.0311666 | Time: 83647.5 ms [2022-02-24 00:16:24 main:574] : INFO : Epoch 1914 | loss: 0.031139 | val_loss: 0.0311666 | Time: 85344.5 ms [2022-02-24 00:17:53 main:574] : INFO : Epoch 1915 | loss: 0.0311385 | val_loss: 0.0311652 | Time: 85610.9 ms [2022-02-24 00:19:18 main:574] : INFO : Epoch 1916 | loss: 0.0311384 | val_loss: 0.0311645 | Time: 84643.3 ms [2022-02-24 00:20:43 main:574] : INFO : Epoch 1917 | loss: 0.0311383 | val_loss: 0.0311645 | Time: 84759.3 ms [2022-02-24 00:22:13 main:574] : INFO : Epoch 1918 | loss: 0.0311383 | val_loss: 0.0311673 | Time: 86036.9 ms [2022-02-24 00:23:39 main:574] : INFO : Epoch 1919 | loss: 0.0311368 | val_loss: 0.0311674 | Time: 85380.6 ms [2022-02-24 00:25:02 main:574] : INFO : Epoch 1920 | loss: 0.0311362 | val_loss: 0.0311712 | Time: 82834.3 ms [2022-02-24 00:26:35 main:574] : INFO : Epoch 1921 | loss: 0.0311359 | val_loss: 0.0311685 | Time: 88724.4 ms [2022-02-24 00:27:28 main:574] : INFO : Epoch 1922 | loss: 0.0311353 | val_loss: 0.0311706 | Time: 53557.9 ms [2022-02-24 00:28:41 main:574] : INFO : Epoch 1923 | loss: 0.0311363 | val_loss: 0.0311689 | Time: 72803.4 ms [2022-02-24 00:29:38 main:574] : INFO : Epoch 1924 | loss: 0.031136 | val_loss: 0.0311662 | Time: 54192.5 ms [2022-02-24 00:30:46 main:574] : INFO : Epoch 1925 | loss: 0.0311357 | val_loss: 0.0311698 | Time: 67570.7 ms [2022-02-24 00:31:43 main:574] : INFO : Epoch 1926 | loss: 0.0311366 | val_loss: 0.0311667 | Time: 57364.3 ms [2022-02-24 00:32:41 main:574] : INFO : Epoch 1927 | loss: 0.0311354 | val_loss: 0.0311675 | Time: 57090.9 ms [2022-02-24 00:33:53 main:574] : INFO : Epoch 1928 | loss: 0.0311365 | val_loss: 0.0311639 | Time: 70322.9 ms [2022-02-24 00:35:05 main:574] : INFO : Epoch 1929 | loss: 0.0311367 | val_loss: 0.03117 | Time: 71848.5 ms [2022-02-24 00:36:06 main:574] : INFO : Epoch 1930 | loss: 0.031138 | val_loss: 0.0311635 | Time: 60602.1 ms [2022-02-24 00:37:21 main:574] : INFO : Epoch 1931 | loss: 0.0311381 | val_loss: 0.0311692 | Time: 71574.4 ms [2022-02-24 00:38:19 main:574] : INFO : Epoch 1932 | loss: 0.03114 | val_loss: 0.0311656 | Time: 58531.2 ms [2022-02-24 00:39:25 main:574] : INFO : Epoch 1933 | loss: 0.03114 | val_loss: 0.0311648 | Time: 64921.7 ms [2022-02-24 00:40:41 main:574] : INFO : Epoch 1934 | loss: 0.0311372 | val_loss: 0.0311639 | Time: 75520.4 ms [2022-02-24 00:42:08 main:574] : INFO : Epoch 1935 | loss: 0.031137 | val_loss: 0.0311646 | Time: 83593.2 ms [2022-02-24 00:43:34 main:574] : INFO : Epoch 1936 | loss: 0.0311369 | val_loss: 0.0311621 | Time: 86003.7 ms [2022-02-24 00:45:00 main:574] : INFO : Epoch 1937 | loss: 0.0311357 | val_loss: 0.031173 | Time: 85525.4 ms [2022-02-24 00:46:01 main:574] : INFO : Epoch 1938 | loss: 0.0311378 | val_loss: 0.031163 | Time: 56753.7 ms [2022-02-24 00:47:01 main:574] : INFO : Epoch 1939 | loss: 0.0311391 | val_loss: 0.0311649 | Time: 60577.6 ms [2022-02-24 00:48:27 main:574] : INFO : Epoch 1940 | loss: 0.031138 | val_loss: 0.031167 | Time: 85551.7 ms [2022-02-24 00:49:52 main:574] : INFO : Epoch 1941 | loss: 0.0311386 | val_loss: 0.0311656 | Time: 84298.6 ms [2022-02-24 00:51:18 main:574] : INFO : Epoch 1942 | loss: 0.0311379 | val_loss: 0.0311705 | Time: 85953.5 ms [2022-02-24 00:52:40 main:574] : INFO : Epoch 1943 | loss: 0.0311388 | val_loss: 0.0311685 | Time: 82503.4 ms [2022-02-24 00:54:04 main:574] : INFO : Epoch 1944 | loss: 0.031141 | val_loss: 0.0311761 | Time: 77583.1 ms [2022-02-24 00:55:32 main:574] : INFO : Epoch 1945 | loss: 0.0311396 | val_loss: 0.03118 | Time: 87818 ms [2022-02-24 00:56:29 main:574] : INFO : Epoch 1946 | loss: 0.0311401 | val_loss: 0.0311717 | Time: 56461.7 ms [2022-02-24 00:57:37 main:574] : INFO : Epoch 1947 | loss: 0.0311394 | val_loss: 0.0311698 | Time: 63763.4 ms [2022-02-24 00:58:49 main:574] : INFO : Epoch 1948 | loss: 0.0311399 | val_loss: 0.0311743 | Time: 72164.7 ms [2022-02-24 01:00:10 main:574] : INFO : Epoch 1949 | loss: 0.0311409 | val_loss: 0.0311762 | Time: 80936.3 ms [2022-02-24 01:01:41 main:574] : INFO : Epoch 1950 | loss: 0.0311464 | val_loss: 0.0311677 | Time: 85158.7 ms [2022-02-24 01:03:11 main:574] : INFO : Epoch 1951 | loss: 0.0311448 | val_loss: 0.0311665 | Time: 89368.2 ms [2022-02-24 01:04:13 main:574] : INFO : Epoch 1952 | loss: 0.0311416 | val_loss: 0.0311713 | Time: 62223.1 ms [2022-02-24 01:05:39 main:574] : INFO : Epoch 1953 | loss: 0.0311395 | val_loss: 0.0311679 | Time: 82174.9 ms [2022-02-24 01:06:51 main:574] : INFO : Epoch 1954 | loss: 0.0311382 | val_loss: 0.0311688 | Time: 71714.4 ms [2022-02-24 01:08:00 main:574] : INFO : Epoch 1955 | loss: 0.0311408 | val_loss: 0.031167 | Time: 68540.9 ms [2022-02-24 01:09:06 main:574] : INFO : Epoch 1956 | loss: 0.0311469 | val_loss: 0.0311697 | Time: 62364.5 ms [2022-02-24 01:10:09 main:574] : INFO : Epoch 1957 | loss: 0.0311487 | val_loss: 0.0311616 | Time: 63327.1 ms [2022-02-24 01:11:05 main:574] : INFO : Epoch 1958 | loss: 0.0311472 | val_loss: 0.0311675 | Time: 55606.8 ms [2022-02-24 01:12:29 main:574] : INFO : Epoch 1959 | loss: 0.0311462 | val_loss: 0.0311635 | Time: 83996.5 ms [2022-02-24 01:13:27 main:574] : INFO : Epoch 1960 | loss: 0.0311449 | val_loss: 0.0311672 | Time: 54562.3 ms [2022-02-24 01:14:55 main:574] : INFO : Epoch 1961 | loss: 0.0311449 | val_loss: 0.0311639 | Time: 88425.6 ms [2022-02-24 01:15:50 main:574] : INFO : Epoch 1962 | loss: 0.0311442 | val_loss: 0.0311654 | Time: 54586.7 ms [2022-02-24 01:16:49 main:574] : INFO : Epoch 1963 | loss: 0.0311424 | val_loss: 0.0311656 | Time: 58247 ms [2022-02-24 01:17:42 main:574] : INFO : Epoch 1964 | loss: 0.0311427 | val_loss: 0.0311706 | Time: 50842.3 ms [2022-02-24 01:18:44 main:574] : INFO : Epoch 1965 | loss: 0.0311409 | val_loss: 0.0311645 | Time: 62434.1 ms [2022-02-24 01:19:43 main:574] : INFO : Epoch 1966 | loss: 0.0311462 | val_loss: 0.0311643 | Time: 58810.5 ms [2022-02-24 01:20:47 main:574] : INFO : Epoch 1967 | loss: 0.0311469 | val_loss: 0.0311625 | Time: 63310.4 ms [2022-02-24 01:21:43 main:574] : INFO : Epoch 1968 | loss: 0.0311434 | val_loss: 0.0311663 | Time: 53670.5 ms [2022-02-24 01:22:53 main:574] : INFO : Epoch 1969 | loss: 0.0311401 | val_loss: 0.0311756 | Time: 69891 ms [2022-02-24 01:23:58 main:574] : INFO : Epoch 1970 | loss: 0.0311388 | val_loss: 0.0311736 | Time: 64894.2 ms [2022-02-24 01:25:05 main:574] : INFO : Epoch 1971 | loss: 0.0311378 | val_loss: 0.0311622 | Time: 66677.3 ms [2022-02-24 01:26:06 main:574] : INFO : Epoch 1972 | loss: 0.0311403 | val_loss: 0.0311684 | Time: 59213.9 ms [2022-02-24 01:27:15 main:574] : INFO : Epoch 1973 | loss: 0.0311396 | val_loss: 0.0311663 | Time: 69103.5 ms [2022-02-24 01:28:16 main:574] : INFO : Epoch 1974 | loss: 0.0311397 | val_loss: 0.0311717 | Time: 60708.4 ms [2022-02-24 01:29:14 main:574] : INFO : Epoch 1975 | loss: 0.0311393 | val_loss: 0.0311707 | Time: 58100.1 ms [2022-02-24 01:30:18 main:574] : INFO : Epoch 1976 | loss: 0.0311418 | val_loss: 0.031173 | Time: 61976.6 ms [2022-02-24 01:31:21 main:574] : INFO : Epoch 1977 | loss: 0.0311381 | val_loss: 0.0311651 | Time: 62298.6 ms [2022-02-24 01:32:18 main:574] : INFO : Epoch 1978 | loss: 0.0311352 | val_loss: 0.0311679 | Time: 56827.4 ms [2022-02-24 01:33:18 main:574] : INFO : Epoch 1979 | loss: 0.0311423 | val_loss: 0.0311671 | Time: 59807.4 ms [2022-02-24 01:34:24 main:574] : INFO : Epoch 1980 | loss: 0.0311431 | val_loss: 0.0311654 | Time: 63616.4 ms [2022-02-24 01:35:25 main:574] : INFO : Epoch 1981 | loss: 0.0311421 | val_loss: 0.0311678 | Time: 60646.3 ms [2022-02-24 01:36:25 main:574] : INFO : Epoch 1982 | loss: 0.0311425 | val_loss: 0.031169 | Time: 60805.2 ms [2022-02-24 01:37:46 main:574] : INFO : Epoch 1983 | loss: 0.0311432 | val_loss: 0.0311737 | Time: 80333.5 ms [2022-02-24 01:38:45 main:574] : INFO : Epoch 1984 | loss: 0.0311435 | val_loss: 0.0311649 | Time: 56364.1 ms [2022-02-24 01:39:45 main:574] : INFO : Epoch 1985 | loss: 0.031143 | val_loss: 0.0311656 | Time: 60244.9 ms [2022-02-24 01:40:44 main:574] : INFO : Epoch 1986 | loss: 0.0311446 | val_loss: 0.0311645 | Time: 58388.8 ms [2022-02-24 01:41:43 main:574] : INFO : Epoch 1987 | loss: 0.0311422 | val_loss: 0.0311662 | Time: 58688.1 ms [2022-02-24 01:42:43 main:574] : INFO : Epoch 1988 | loss: 0.0311409 | val_loss: 0.0311691 | Time: 57671 ms [2022-02-24 01:43:43 main:574] : INFO : Epoch 1989 | loss: 0.0311383 | val_loss: 0.0311726 | Time: 60387.3 ms [2022-02-24 01:44:41 main:574] : INFO : Epoch 1990 | loss: 0.0311366 | val_loss: 0.0311674 | Time: 58021.6 ms [2022-02-24 01:45:41 main:574] : INFO : Epoch 1991 | loss: 0.0311371 | val_loss: 0.0311715 | Time: 59206.7 ms [2022-02-24 01:46:44 main:574] : INFO : Epoch 1992 | loss: 0.0311404 | val_loss: 0.0311725 | Time: 60056.3 ms [2022-02-24 01:48:09 main:574] : INFO : Epoch 1993 | loss: 0.0311387 | val_loss: 0.0311719 | Time: 84424.6 ms [2022-02-24 01:49:10 main:574] : INFO : Epoch 1994 | loss: 0.0311373 | val_loss: 0.0311689 | Time: 60646.7 ms [2022-02-24 01:50:13 main:574] : INFO : Epoch 1995 | loss: 0.0311384 | val_loss: 0.0311644 | Time: 60077 ms [2022-02-24 01:51:13 main:574] : INFO : Epoch 1996 | loss: 0.0311371 | val_loss: 0.0311768 | Time: 60044.3 ms [2022-02-24 01:52:13 main:574] : INFO : Epoch 1997 | loss: 0.0311415 | val_loss: 0.0311689 | Time: 60252.1 ms [2022-02-24 01:53:11 main:574] : INFO : Epoch 1998 | loss: 0.031143 | val_loss: 0.0311703 | Time: 57491.3 ms [2022-02-24 01:54:15 main:574] : INFO : Epoch 1999 | loss: 0.031145 | val_loss: 0.0311778 | Time: 60035.6 ms [2022-02-24 01:55:32 main:574] : INFO : Epoch 2000 | loss: 0.0311426 | val_loss: 0.0311657 | Time: 76523.4 ms [2022-02-24 01:56:33 main:574] : INFO : Epoch 2001 | loss: 0.031144 | val_loss: 0.0311717 | Time: 61452.6 ms [2022-02-24 01:57:36 main:574] : INFO : Epoch 2002 | loss: 0.031143 | val_loss: 0.0311691 | Time: 62235.4 ms [2022-02-24 01:58:37 main:574] : INFO : Epoch 2003 | loss: 0.0311426 | val_loss: 0.0311625 | Time: 59754.8 ms [2022-02-24 01:59:34 main:574] : INFO : Epoch 2004 | loss: 0.0311408 | val_loss: 0.0311711 | Time: 57015.3 ms [2022-02-24 02:00:49 main:574] : INFO : Epoch 2005 | loss: 0.0311408 | val_loss: 0.0311643 | Time: 75016.6 ms [2022-02-24 02:02:15 main:574] : INFO : Epoch 2006 | loss: 0.0311396 | val_loss: 0.0311734 | Time: 85554.5 ms [2022-02-24 02:03:43 main:574] : INFO : Epoch 2007 | loss: 0.0311412 | val_loss: 0.0311677 | Time: 85499.5 ms [2022-02-24 02:05:07 main:574] : INFO : Epoch 2008 | loss: 0.0311413 | val_loss: 0.03117 | Time: 83944.1 ms [2022-02-24 02:06:32 main:574] : INFO : Epoch 2009 | loss: 0.0311417 | val_loss: 0.0311763 | Time: 84743.1 ms [2022-02-24 02:07:59 main:574] : INFO : Epoch 2010 | loss: 0.0311419 | val_loss: 0.0311657 | Time: 83598.3 ms [2022-02-24 02:09:25 main:574] : INFO : Epoch 2011 | loss: 0.0311388 | val_loss: 0.0311641 | Time: 85794.2 ms [2022-02-24 02:10:50 main:574] : INFO : Epoch 2012 | loss: 0.031138 | val_loss: 0.0311678 | Time: 85046.5 ms [2022-02-24 02:12:18 main:574] : INFO : Epoch 2013 | loss: 0.0311388 | val_loss: 0.0311713 | Time: 84941.2 ms [2022-02-24 02:13:44 main:574] : INFO : Epoch 2014 | loss: 0.0311361 | val_loss: 0.0311609 | Time: 85870.9 ms [2022-02-24 02:15:03 main:574] : INFO : Epoch 2015 | loss: 0.0311395 | val_loss: 0.0311672 | Time: 79479.7 ms [2022-02-24 02:16:33 main:574] : INFO : Epoch 2016 | loss: 0.0311422 | val_loss: 0.0311608 | Time: 82823.5 ms [2022-02-24 02:17:58 main:574] : INFO : Epoch 2017 | loss: 0.0311422 | val_loss: 0.0311642 | Time: 84738.9 ms [2022-02-24 02:19:19 main:574] : INFO : Epoch 2018 | loss: 0.0311448 | val_loss: 0.0311685 | Time: 80435.4 ms [2022-02-24 02:20:47 main:574] : INFO : Epoch 2019 | loss: 0.0311457 | val_loss: 0.031165 | Time: 82951.2 ms [2022-02-24 02:22:08 main:574] : INFO : Epoch 2020 | loss: 0.0311459 | val_loss: 0.0311633 | Time: 80812.6 ms [2022-02-24 02:23:32 main:574] : INFO : Epoch 2021 | loss: 0.0311397 | val_loss: 0.0311653 | Time: 84126 ms [2022-02-24 02:25:04 main:574] : INFO : Epoch 2022 | loss: 0.0311375 | val_loss: 0.031164 | Time: 90063.9 ms [2022-02-24 02:26:26 main:574] : INFO : Epoch 2023 | loss: 0.031136 | val_loss: 0.0311684 | Time: 82145.5 ms [2022-02-24 02:27:50 main:574] : INFO : Epoch 2024 | loss: 0.0311359 | val_loss: 0.0311622 | Time: 84042.4 ms [2022-02-24 02:29:25 main:574] : INFO : Epoch 2025 | loss: 0.0311351 | val_loss: 0.031174 | Time: 88695.8 ms [2022-02-24 02:31:00 main:574] : INFO : Epoch 2026 | loss: 0.0311371 | val_loss: 0.0311631 | Time: 95010.4 ms [2022-02-24 02:32:22 main:574] : INFO : Epoch 2027 | loss: 0.0311449 | val_loss: 0.0311806 | Time: 81767.7 ms [2022-02-24 02:33:47 main:574] : INFO : Epoch 2028 | loss: 0.0311479 | val_loss: 0.0311667 | Time: 82911.2 ms [2022-02-24 02:35:12 main:574] : INFO : Epoch 2029 | loss: 0.0311573 | val_loss: 0.0311809 | Time: 84702.8 ms [2022-02-24 02:36:03 main:574] : INFO : Epoch 2030 | loss: 0.0311624 | val_loss: 0.0311695 | Time: 51477.1 ms [2022-02-24 02:37:07 main:574] : INFO : Epoch 2031 | loss: 0.0311567 | val_loss: 0.0311674 | Time: 60312.8 ms [2022-02-24 02:38:35 main:574] : INFO : Epoch 2032 | loss: 0.0311512 | val_loss: 0.0311737 | Time: 87724.3 ms [2022-02-24 02:39:55 main:574] : INFO : Epoch 2033 | loss: 0.0311497 | val_loss: 0.0311662 | Time: 79035.4 ms [2022-02-24 02:41:20 main:574] : INFO : Epoch 2034 | loss: 0.0311473 | val_loss: 0.0311643 | Time: 80568 ms [2022-02-24 02:42:42 main:574] : INFO : Epoch 2035 | loss: 0.0311453 | val_loss: 0.0311688 | Time: 82298.8 ms [2022-02-24 02:44:07 main:574] : INFO : Epoch 2036 | loss: 0.0311442 | val_loss: 0.0311683 | Time: 84682.5 ms [2022-02-24 02:45:36 main:574] : INFO : Epoch 2037 | loss: 0.0311412 | val_loss: 0.0311678 | Time: 84360.5 ms [2022-02-24 02:47:00 main:574] : INFO : Epoch 2038 | loss: 0.0311396 | val_loss: 0.031173 | Time: 84035.9 ms [2022-02-24 02:48:25 main:574] : INFO : Epoch 2039 | loss: 0.0311384 | val_loss: 0.0311658 | Time: 84059.3 ms [2022-02-24 02:49:52 main:574] : INFO : Epoch 2040 | loss: 0.0311387 | val_loss: 0.0311707 | Time: 83971.1 ms [2022-02-24 02:51:26 main:574] : INFO : Epoch 2041 | loss: 0.0311374 | val_loss: 0.0311664 | Time: 93569.7 ms [2022-02-24 02:52:50 main:574] : INFO : Epoch 2042 | loss: 0.031136 | val_loss: 0.0311724 | Time: 84263.7 ms [2022-02-24 02:54:16 main:574] : INFO : Epoch 2043 | loss: 0.0311382 | val_loss: 0.0311751 | Time: 81760.4 ms [2022-02-24 02:55:40 main:574] : INFO : Epoch 2044 | loss: 0.0311401 | val_loss: 0.0311694 | Time: 83818.7 ms [2022-02-24 02:57:05 main:574] : INFO : Epoch 2045 | loss: 0.0311399 | val_loss: 0.0311683 | Time: 84836.1 ms [2022-02-24 02:58:33 main:574] : INFO : Epoch 2046 | loss: 0.0311463 | val_loss: 0.0311692 | Time: 84878.5 ms [2022-02-24 02:59:56 main:574] : INFO : Epoch 2047 | loss: 0.0311437 | val_loss: 0.0311697 | Time: 82440.7 ms [2022-02-24 03:01:15 main:574] : INFO : Epoch 2048 | loss: 0.0311421 | val_loss: 0.0311695 | Time: 79521.5 ms [2022-02-24 03:01:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311695 [2022-02-24 03:01:17 main:603] : INFO : Saving end state to config to file [2022-02-24 03:01:17 main:608] : INFO : Success, exiting.. 03:01:17 (10480): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)