Task 13261148
| Name | ParityModified-1645992865-23314-3-0_0 |
| Workunit | 10378428 |
| Created | 16 Mar 2022, 5:06:39 UTC |
| Sent | 22 Mar 2022, 14:11:17 UTC |
| Report deadline | 30 Mar 2022, 14:11:17 UTC |
| Received | 24 Mar 2022, 17:56:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 13 min 33 sec |
| CPU time | 3 hours 12 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2022-03-24 03:35:01 main:574] : INFO : Epoch 1567 | loss: 0.0311428 | val_loss: 0.0311671 | Time: 5514.42 ms [2022-03-24 03:35:07 main:574] : INFO : Epoch 1568 | loss: 0.0311433 | val_loss: 0.0311674 | Time: 5850.13 ms [2022-03-24 03:35:12 main:574] : INFO : Epoch 1569 | loss: 0.0311444 | val_loss: 0.0311645 | Time: 5666 ms [2022-03-24 03:35:18 main:574] : INFO : Epoch 1570 | loss: 0.0311447 | val_loss: 0.0311651 | Time: 5575.5 ms [2022-03-24 03:35:24 main:574] : INFO : Epoch 1571 | loss: 0.0311434 | val_loss: 0.031165 | Time: 5609.4 ms [2022-03-24 03:35:29 main:574] : INFO : Epoch 1572 | loss: 0.0311439 | val_loss: 0.0311655 | Time: 5776.96 ms [2022-03-24 03:35:35 main:574] : INFO : Epoch 1573 | loss: 0.0311446 | val_loss: 0.0311681 | Time: 5577.81 ms [2022-03-24 03:35:40 main:574] : INFO : Epoch 1574 | loss: 0.0311463 | val_loss: 0.0311659 | Time: 5598.01 ms [2022-03-24 03:35:46 main:574] : INFO : Epoch 1575 | loss: 0.0311457 | val_loss: 0.0311669 | Time: 5778.67 ms [2022-03-24 03:35:52 main:574] : INFO : Epoch 1576 | loss: 0.0311439 | val_loss: 0.03117 | Time: 5580.82 ms [2022-03-24 03:35:57 main:574] : INFO : Epoch 1577 | loss: 0.0311447 | val_loss: 0.0311695 | Time: 5559.69 ms [2022-03-24 03:36:03 main:574] : INFO : Epoch 1578 | loss: 0.0311445 | val_loss: 0.0311682 | Time: 5578.24 ms [2022-03-24 03:36:09 main:574] : INFO : Epoch 1579 | loss: 0.0311446 | val_loss: 0.0311692 | Time: 5578.16 ms [2022-03-24 03:36:14 main:574] : INFO : Epoch 1580 | loss: 0.0311432 | val_loss: 0.0311679 | Time: 5561.39 ms [2022-03-24 03:36:20 main:574] : INFO : Epoch 1581 | loss: 0.0311421 | val_loss: 0.0311662 | Time: 5869.22 ms [2022-03-24 03:36:26 main:574] : INFO : Epoch 1582 | loss: 0.0311419 | val_loss: 0.0311663 | Time: 5865.57 ms [2022-03-24 03:36:32 main:574] : INFO : Epoch 1583 | loss: 0.0311454 | val_loss: 0.0311715 | Time: 6373.4 ms [2022-03-24 03:36:38 main:574] : INFO : Epoch 1584 | loss: 0.0311528 | val_loss: 0.0311676 | Time: 5899.46 ms [2022-03-24 03:36:44 main:574] : INFO : Epoch 1585 | loss: 0.0311518 | val_loss: 0.0311635 | Time: 5868.04 ms [2022-03-24 03:36:50 main:574] : INFO : Epoch 1586 | loss: 0.0311504 | val_loss: 0.0311663 | Time: 5542.03 ms [2022-03-24 03:36:55 main:574] : INFO : Epoch 1587 | loss: 0.0311477 | val_loss: 0.0311647 | Time: 5700.53 ms [2022-03-24 03:37:01 main:574] : INFO : Epoch 1588 | loss: 0.0311469 | val_loss: 0.0311625 | Time: 5561.23 ms [2022-03-24 03:37:06 main:574] : INFO : Epoch 1589 | loss: 0.031146 | val_loss: 0.0311652 | Time: 5581.41 ms [2022-03-24 03:37:12 main:574] : INFO : Epoch 1590 | loss: 0.0311459 | val_loss: 0.0311623 | Time: 5535.24 ms [2022-03-24 03:37:18 main:574] : INFO : Epoch 1591 | loss: 0.0311447 | val_loss: 0.0311663 | Time: 5493.7 ms [2022-03-24 03:37:23 main:574] : INFO : Epoch 1592 | loss: 0.031147 | val_loss: 0.0311661 | Time: 5493.59 ms [2022-03-24 03:37:29 main:574] : INFO : Epoch 1593 | loss: 0.0311471 | val_loss: 0.0311637 | Time: 5472.81 ms [2022-03-24 03:37:34 main:574] : INFO : Epoch 1594 | loss: 0.0311455 | val_loss: 0.0311639 | Time: 5600.78 ms [2022-03-24 03:37:40 main:574] : INFO : Epoch 1595 | loss: 0.031147 | val_loss: 0.0311624 | Time: 5481.01 ms [2022-03-24 03:37:45 main:574] : INFO : Epoch 1596 | loss: 0.0311461 | val_loss: 0.0311704 | Time: 5461.48 ms [2022-03-24 03:37:51 main:574] : INFO : Epoch 1597 | loss: 0.0311472 | val_loss: 0.0311645 | Time: 5654.62 ms [2022-03-24 03:37:56 main:574] : INFO : Epoch 1598 | loss: 0.0311445 | val_loss: 0.031165 | Time: 5546.5 ms [2022-03-24 03:38:02 main:574] : INFO : Epoch 1599 | loss: 0.0311446 | val_loss: 0.0311631 | Time: 5735.93 ms [2022-03-24 03:38:08 main:574] : INFO : Epoch 1600 | loss: 0.031149 | val_loss: 0.0311675 | Time: 5665.34 ms [2022-03-24 03:38:13 main:574] : INFO : Epoch 1601 | loss: 0.0311518 | val_loss: 0.0311728 | Time: 5450.67 ms [2022-03-24 03:38:19 main:574] : INFO : Epoch 1602 | loss: 0.0311522 | val_loss: 0.0311711 | Time: 6258.92 ms [2022-03-24 03:38:25 main:574] : INFO : Epoch 1603 | loss: 0.0311536 | val_loss: 0.0311671 | Time: 5931.11 ms [2022-03-24 03:38:31 main:574] : INFO : Epoch 1604 | loss: 0.0311519 | val_loss: 0.0311698 | Time: 5972.65 ms [2022-03-24 03:38:37 main:574] : INFO : Epoch 1605 | loss: 0.0311493 | val_loss: 0.0311656 | Time: 5723.74 ms [2022-03-24 03:38:43 main:574] : INFO : Epoch 1606 | loss: 0.0311492 | val_loss: 0.0311658 | Time: 5698.02 ms [2022-03-24 03:38:48 main:574] : INFO : Epoch 1607 | loss: 0.0311483 | val_loss: 0.0311713 | Time: 5669.75 ms [2022-03-24 03:38:54 main:574] : INFO : Epoch 1608 | loss: 0.0311477 | val_loss: 0.0311665 | Time: 5608.48 ms [2022-03-24 03:39:00 main:574] : INFO : Epoch 1609 | loss: 0.0311466 | val_loss: 0.031166 | Time: 5832.44 ms [2022-03-24 03:39:06 main:574] : INFO : Epoch 1610 | loss: 0.0311478 | val_loss: 0.0311656 | Time: 5760.54 ms [2022-03-24 03:39:11 main:574] : INFO : Epoch 1611 | loss: 0.0311482 | val_loss: 0.0311728 | Time: 5744.25 ms [2022-03-24 03:39:17 main:574] : INFO : Epoch 1612 | loss: 0.0311489 | val_loss: 0.0311654 | Time: 5672.1 ms [2022-03-24 03:39:23 main:574] : INFO : Epoch 1613 | loss: 0.0311468 | val_loss: 0.031164 | Time: 5690.55 ms [2022-03-24 03:39:29 main:574] : INFO : Epoch 1614 | loss: 0.031147 | val_loss: 0.0311641 | Time: 6660.17 ms [2022-03-24 03:39:36 main:574] : INFO : Epoch 1615 | loss: 0.0311459 | val_loss: 0.0311676 | Time: 6496.54 ms [2022-03-24 03:39:42 main:574] : INFO : Epoch 1616 | loss: 0.0311461 | val_loss: 0.0311673 | Time: 5829.41 ms [2022-03-24 03:39:48 main:574] : INFO : Epoch 1617 | loss: 0.0311471 | val_loss: 0.0311665 | Time: 6121.14 ms [2022-03-24 03:39:54 main:574] : INFO : Epoch 1618 | loss: 0.0311475 | val_loss: 0.031164 | Time: 5820.69 ms [2022-03-24 03:39:59 main:574] : INFO : Epoch 1619 | loss: 0.0311463 | val_loss: 0.0311633 | Time: 5686.86 ms [2022-03-24 03:40:05 main:574] : INFO : Epoch 1620 | loss: 0.0311449 | val_loss: 0.0311628 | Time: 5475.67 ms [2022-03-24 03:40:10 main:574] : INFO : Epoch 1621 | loss: 0.0311452 | val_loss: 0.0311639 | Time: 5465.06 ms [2022-03-24 03:40:16 main:574] : INFO : Epoch 1622 | loss: 0.0311478 | val_loss: 0.0311637 | Time: 5466.23 ms [2022-03-24 03:40:22 main:574] : INFO : Epoch 1623 | loss: 0.0311445 | val_loss: 0.0311616 | Time: 5958.62 ms [2022-03-24 03:40:28 main:574] : INFO : Epoch 1624 | loss: 0.0311439 | val_loss: 0.0311624 | Time: 5893.24 ms [2022-03-24 03:40:33 main:574] : INFO : Epoch 1625 | loss: 0.0311442 | val_loss: 0.031163 | Time: 5491.13 ms [2022-03-24 03:40:39 main:574] : INFO : Epoch 1626 | loss: 0.0311459 | val_loss: 0.0311665 | Time: 5520.05 ms [2022-03-24 03:40:44 main:574] : INFO : Epoch 1627 | loss: 0.0311451 | val_loss: 0.0311607 | Time: 5494.5 ms [2022-03-24 03:40:50 main:574] : INFO : Epoch 1628 | loss: 0.0311445 | val_loss: 0.0311616 | Time: 5488.16 ms [2022-03-24 03:40:55 main:574] : INFO : Epoch 1629 | loss: 0.0311439 | val_loss: 0.0311655 | Time: 5494.39 ms [2022-03-24 03:41:01 main:574] : INFO : Epoch 1630 | loss: 0.0311431 | val_loss: 0.0311636 | Time: 5426.76 ms [2022-03-24 03:41:06 main:574] : INFO : Epoch 1631 | loss: 0.031143 | val_loss: 0.0311639 | Time: 5482.17 ms [2022-03-24 03:41:12 main:574] : INFO : Epoch 1632 | loss: 0.0311421 | val_loss: 0.0311643 | Time: 5717.75 ms [2022-03-24 03:41:18 main:574] : INFO : Epoch 1633 | loss: 0.0311413 | val_loss: 0.0311635 | Time: 5828.68 ms [2022-03-24 03:41:24 main:574] : INFO : Epoch 1634 | loss: 0.0311406 | val_loss: 0.0311619 | Time: 5866.29 ms [2022-03-24 03:41:29 main:574] : INFO : Epoch 1635 | loss: 0.0311403 | val_loss: 0.0311627 | Time: 5890.2 ms [2022-03-24 03:41:35 main:574] : INFO : Epoch 1636 | loss: 0.031141 | val_loss: 0.0311617 | Time: 5939.6 ms [2022-03-24 03:41:41 main:574] : INFO : Epoch 1637 | loss: 0.0311411 | val_loss: 0.0311628 | Time: 5777.78 ms [2022-03-24 03:41:47 main:574] : INFO : Epoch 1638 | loss: 0.0311403 | val_loss: 0.0311615 | Time: 5740.98 ms [2022-03-24 03:41:53 main:574] : INFO : Epoch 1639 | loss: 0.0311405 | val_loss: 0.0311618 | Time: 5794.95 ms [2022-03-24 03:41:59 main:574] : INFO : Epoch 1640 | loss: 0.0311405 | val_loss: 0.0311638 | Time: 5844.77 ms [2022-03-24 03:42:04 main:574] : INFO : Epoch 1641 | loss: 0.0311402 | val_loss: 0.0311626 | Time: 5409.8 ms [2022-03-24 03:42:09 main:574] : INFO : Epoch 1642 | loss: 0.0311401 | val_loss: 0.0311624 | Time: 5467.79 ms [2022-03-24 03:42:15 main:574] : INFO : Epoch 1643 | loss: 0.0311407 | val_loss: 0.0311659 | Time: 5494.03 ms [2022-03-24 03:42:20 main:574] : INFO : Epoch 1644 | loss: 0.0311402 | val_loss: 0.0311631 | Time: 5445.35 ms [2022-03-24 03:42:26 main:574] : INFO : Epoch 1645 | loss: 0.0311402 | val_loss: 0.0311625 | Time: 5468.47 ms [2022-03-24 03:42:31 main:574] : INFO : Epoch 1646 | loss: 0.03114 | val_loss: 0.0311665 | Time: 5447.94 ms [2022-03-24 03:42:37 main:574] : INFO : Epoch 1647 | loss: 0.0311403 | val_loss: 0.0311662 | Time: 5683.55 ms [2022-03-24 03:42:43 main:574] : INFO : Epoch 1648 | loss: 0.0311412 | val_loss: 0.0311625 | Time: 5864.23 ms [2022-03-24 03:42:48 main:574] : INFO : Epoch 1649 | loss: 0.0311388 | val_loss: 0.0311623 | Time: 5473.2 ms [2022-03-24 03:42:54 main:574] : INFO : Epoch 1650 | loss: 0.0311399 | val_loss: 0.0311662 | Time: 5553.22 ms [2022-03-24 03:43:00 main:574] : INFO : Epoch 1651 | loss: 0.03114 | val_loss: 0.0311639 | Time: 5608.82 ms [2022-03-24 03:43:06 main:574] : INFO : Epoch 1652 | loss: 0.0311399 | val_loss: 0.0311619 | Time: 5908.87 ms [2022-03-24 03:43:12 main:574] : INFO : Epoch 1653 | loss: 0.0311415 | val_loss: 0.0311675 | Time: 6436.15 ms [2022-03-24 03:43:18 main:574] : INFO : Epoch 1654 | loss: 0.0311424 | val_loss: 0.0311636 | Time: 5944.92 ms [2022-03-24 03:43:23 main:574] : INFO : Epoch 1655 | loss: 0.0311415 | val_loss: 0.0311643 | Time: 5482.86 ms [2022-03-24 03:43:29 main:574] : INFO : Epoch 1656 | loss: 0.0311398 | val_loss: 0.031165 | Time: 5458.05 ms [2022-03-24 03:43:34 main:574] : INFO : Epoch 1657 | loss: 0.0311392 | val_loss: 0.031165 | Time: 5519.76 ms [2022-03-24 03:43:40 main:574] : INFO : Epoch 1658 | loss: 0.0311392 | val_loss: 0.0311661 | Time: 5501.01 ms [2022-03-24 03:43:45 main:574] : INFO : Epoch 1659 | loss: 0.0311386 | val_loss: 0.0311638 | Time: 5476.26 ms [2022-03-24 03:43:51 main:574] : INFO : Epoch 1660 | loss: 0.0311384 | val_loss: 0.0311636 | Time: 5450.61 ms [2022-03-24 03:43:56 main:574] : INFO : Epoch 1661 | loss: 0.0311376 | val_loss: 0.0311646 | Time: 5481.87 ms [2022-03-24 03:44:02 main:574] : INFO : Epoch 1662 | loss: 0.0311403 | val_loss: 0.0311675 | Time: 5471.82 ms [2022-03-24 03:44:07 main:574] : INFO : Epoch 1663 | loss: 0.0311392 | val_loss: 0.0311617 | Time: 5440.88 ms [2022-03-24 03:44:13 main:574] : INFO : Epoch 1664 | loss: 0.0311414 | val_loss: 0.0311658 | Time: 5524.55 ms [2022-03-24 03:44:18 main:574] : INFO : Epoch 1665 | loss: 0.0311514 | val_loss: 0.0311708 | Time: 5507.29 ms [2022-03-24 03:44:24 main:574] : INFO : Epoch 1666 | loss: 0.0311505 | val_loss: 0.031167 | Time: 5486.63 ms [2022-03-24 03:44:29 main:574] : INFO : Epoch 1667 | loss: 0.031147 | val_loss: 0.0311664 | Time: 5537.96 ms [2022-03-24 03:44:35 main:574] : INFO : Epoch 1668 | loss: 0.0311448 | val_loss: 0.0311653 | Time: 5535.38 ms [2022-03-24 03:44:40 main:574] : INFO : Epoch 1669 | loss: 0.0311439 | val_loss: 0.0311654 | Time: 5489.7 ms [2022-03-24 03:44:46 main:574] : INFO : Epoch 1670 | loss: 0.0311411 | val_loss: 0.0311635 | Time: 6121.8 ms [2022-03-24 03:44:53 main:574] : INFO : Epoch 1671 | loss: 0.0311425 | val_loss: 0.031165 | Time: 6454.8 ms [2022-03-24 03:44:59 main:574] : INFO : Epoch 1672 | loss: 0.0311424 | val_loss: 0.031164 | Time: 5944.15 ms [2022-03-24 03:45:04 main:574] : INFO : Epoch 1673 | loss: 0.0311406 | val_loss: 0.0311674 | Time: 5573.35 ms [2022-03-24 03:45:10 main:574] : INFO : Epoch 1674 | loss: 0.03114 | val_loss: 0.0311664 | Time: 5520.35 ms [2022-03-24 03:45:16 main:574] : INFO : Epoch 1675 | loss: 0.0311402 | val_loss: 0.0311702 | Time: 5628.08 ms [2022-03-24 03:45:21 main:574] : INFO : Epoch 1676 | loss: 0.0311406 | val_loss: 0.0311647 | Time: 5596.2 ms [2022-03-24 03:45:27 main:574] : INFO : Epoch 1677 | loss: 0.0311412 | val_loss: 0.0311665 | Time: 5524.87 ms [2022-03-24 03:45:32 main:574] : INFO : Epoch 1678 | loss: 0.0311415 | val_loss: 0.0311654 | Time: 5502.27 ms [2022-03-24 03:45:38 main:574] : INFO : Epoch 1679 | loss: 0.0311426 | val_loss: 0.031165 | Time: 5540.85 ms [2022-03-24 03:45:43 main:574] : INFO : Epoch 1680 | loss: 0.0311425 | val_loss: 0.0311657 | Time: 5529.18 ms [2022-03-24 03:45:49 main:574] : INFO : Epoch 1681 | loss: 0.0311401 | val_loss: 0.0311634 | Time: 5587.91 ms [2022-03-24 03:45:55 main:574] : INFO : Epoch 1682 | loss: 0.0311397 | val_loss: 0.0311667 | Time: 5573.09 ms [2022-03-24 03:46:00 main:574] : INFO : Epoch 1683 | loss: 0.0311401 | val_loss: 0.0311674 | Time: 5538.04 ms [2022-03-24 03:46:06 main:574] : INFO : Epoch 1684 | loss: 0.0311398 | val_loss: 0.0311684 | Time: 5545.96 ms [2022-03-24 03:46:11 main:574] : INFO : Epoch 1685 | loss: 0.0311426 | val_loss: 0.031168 | Time: 5564.89 ms [2022-03-24 03:46:17 main:574] : INFO : Epoch 1686 | loss: 0.0311422 | val_loss: 0.0311662 | Time: 5567.32 ms [2022-03-24 03:46:22 main:574] : INFO : Epoch 1687 | loss: 0.0311417 | val_loss: 0.0311685 | Time: 5513.03 ms [2022-03-24 03:46:28 main:574] : INFO : Epoch 1688 | loss: 0.0311414 | val_loss: 0.0311693 | Time: 5549.64 ms [2022-03-24 03:46:33 main:574] : INFO : Epoch 1689 | loss: 0.0311416 | val_loss: 0.0311663 | Time: 5491.4 ms [2022-03-24 03:46:39 main:574] : INFO : Epoch 1690 | loss: 0.0311432 | val_loss: 0.0311649 | Time: 5626.37 ms [2022-03-24 03:46:45 main:574] : INFO : Epoch 1691 | loss: 0.0311432 | val_loss: 0.0311662 | Time: 6085.35 ms [2022-03-24 03:46:51 main:574] : INFO : Epoch 1692 | loss: 0.0311428 | val_loss: 0.0311653 | Time: 5945.14 ms [2022-03-24 03:46:57 main:574] : INFO : Epoch 1693 | loss: 0.0311421 | val_loss: 0.031169 | Time: 5605.78 ms [2022-03-24 03:47:02 main:574] : INFO : Epoch 1694 | loss: 0.0311404 | val_loss: 0.0311692 | Time: 5533.17 ms [2022-03-24 03:47:08 main:574] : INFO : Epoch 1695 | loss: 0.0311409 | val_loss: 0.0311658 | Time: 5545.24 ms [2022-03-24 03:47:13 main:574] : INFO : Epoch 1696 | loss: 0.0311428 | val_loss: 0.0311647 | Time: 5544.77 ms [2022-03-24 03:47:19 main:574] : INFO : Epoch 1697 | loss: 0.0311405 | val_loss: 0.031168 | Time: 5598.03 ms [2022-03-24 03:47:24 main:574] : INFO : Epoch 1698 | loss: 0.0311411 | val_loss: 0.0311739 | Time: 5551.01 ms [2022-03-24 03:47:30 main:574] : INFO : Epoch 1699 | loss: 0.0311411 | val_loss: 0.0311672 | Time: 5486.92 ms [2022-03-24 03:47:36 main:574] : INFO : Epoch 1700 | loss: 0.0318752 | val_loss: 0.0319447 | Time: 5766.01 ms [2022-03-24 03:47:42 main:574] : INFO : Epoch 1701 | loss: 0.0317693 | val_loss: 0.0313567 | Time: 6046.35 ms [2022-03-24 03:47:47 main:574] : INFO : Epoch 1702 | loss: 0.0312907 | val_loss: 0.0312492 | Time: 5558.96 ms [2022-03-24 03:47:53 main:574] : INFO : Epoch 1703 | loss: 0.0312392 | val_loss: 0.0312239 | Time: 5618.78 ms [2022-03-24 03:47:59 main:574] : INFO : Epoch 1704 | loss: 0.0312251 | val_loss: 0.0312184 | Time: 5762.29 ms [2022-03-24 03:48:04 main:574] : INFO : Epoch 1705 | loss: 0.0312217 | val_loss: 0.0312141 | Time: 5494.38 ms [2022-03-24 03:48:10 main:574] : INFO : Epoch 1706 | loss: 0.0312207 | val_loss: 0.0312134 | Time: 5520.71 ms [2022-03-24 03:48:15 main:574] : INFO : Epoch 1707 | loss: 0.0312221 | val_loss: 0.0312161 | Time: 5528.17 ms [2022-03-24 03:48:21 main:574] : INFO : Epoch 1708 | loss: 0.0312191 | val_loss: 0.0312141 | Time: 5521.71 ms [2022-03-24 03:48:26 main:574] : INFO : Epoch 1709 | loss: 0.0312178 | val_loss: 0.0312132 | Time: 5466.36 ms [2022-03-24 03:48:32 main:574] : INFO : Epoch 1710 | loss: 0.0312198 | val_loss: 0.0312156 | Time: 6127.93 ms [2022-03-24 03:48:38 main:574] : INFO : Epoch 1711 | loss: 0.0312196 | val_loss: 0.0312125 | Time: 5476.6 ms [2022-03-24 03:48:43 main:574] : INFO : Epoch 1712 | loss: 0.0312173 | val_loss: 0.0312134 | Time: 5465.29 ms [2022-03-24 03:48:49 main:574] : INFO : Epoch 1713 | loss: 0.0312177 | val_loss: 0.0312125 | Time: 5466.6 ms [2022-03-24 03:48:54 main:574] : INFO : Epoch 1714 | loss: 0.0312191 | val_loss: 0.0312139 | Time: 5458.36 ms [2022-03-24 03:49:00 main:574] : INFO : Epoch 1715 | loss: 0.0312163 | val_loss: 0.031211 | Time: 5481.16 ms [2022-03-24 03:49:06 main:574] : INFO : Epoch 1716 | loss: 0.0312162 | val_loss: 0.0312117 | Time: 5820.93 ms [2022-03-24 03:49:11 main:574] : INFO : Epoch 1717 | loss: 0.0312179 | val_loss: 0.0312168 | Time: 5619.87 ms [2022-03-24 03:49:17 main:574] : INFO : Epoch 1718 | loss: 0.031219 | val_loss: 0.0312157 | Time: 6204.11 ms [2022-03-24 03:49:23 main:574] : INFO : Epoch 1719 | loss: 0.031217 | val_loss: 0.0312174 | Time: 5507.57 ms [2022-03-24 03:49:29 main:574] : INFO : Epoch 1720 | loss: 0.0312154 | val_loss: 0.0312127 | Time: 5528.01 ms [2022-03-24 03:49:34 main:574] : INFO : Epoch 1721 | loss: 0.0312156 | val_loss: 0.0312124 | Time: 5427.08 ms [2022-03-24 03:49:39 main:574] : INFO : Epoch 1722 | loss: 0.0312145 | val_loss: 0.0312106 | Time: 5491.56 ms [2022-03-24 03:49:45 main:574] : INFO : Epoch 1723 | loss: 0.0312151 | val_loss: 0.0312139 | Time: 5576.18 ms [2022-03-24 03:49:50 main:574] : INFO : Epoch 1724 | loss: 0.0312179 | val_loss: 0.0312154 | Time: 5446.82 ms [2022-03-24 03:49:56 main:574] : INFO : Epoch 1725 | loss: 0.031219 | val_loss: 0.0312121 | Time: 5676.43 ms [2022-03-24 03:50:02 main:574] : INFO : Epoch 1726 | loss: 0.0312191 | val_loss: 0.0312194 | Time: 5530.8 ms [2022-03-24 03:50:07 main:574] : INFO : Epoch 1727 | loss: 0.0312164 | val_loss: 0.031212 | Time: 5498.91 ms [2022-03-24 03:50:13 main:574] : INFO : Epoch 1728 | loss: 0.0312141 | val_loss: 0.0312113 | Time: 5496.57 ms [2022-03-24 03:50:18 main:574] : INFO : Epoch 1729 | loss: 0.0312139 | val_loss: 0.0312113 | Time: 5699.79 ms [2022-03-24 03:50:24 main:574] : INFO : Epoch 1730 | loss: 0.0312139 | val_loss: 0.0312117 | Time: 5664.7 ms [2022-03-24 03:50:30 main:574] : INFO : Epoch 1731 | loss: 0.0312136 | val_loss: 0.0312109 | Time: 5411.18 ms [2022-03-24 03:50:35 main:574] : INFO : Epoch 1732 | loss: 0.031214 | val_loss: 0.0312105 | Time: 5486.11 ms [2022-03-24 03:50:40 main:574] : INFO : Epoch 1733 | loss: 0.0312143 | val_loss: 0.0312113 | Time: 5469.86 ms [2022-03-24 03:50:46 main:574] : INFO : Epoch 1734 | loss: 0.0312137 | val_loss: 0.031211 | Time: 5438.58 ms [2022-03-24 03:50:51 main:574] : INFO : Epoch 1735 | loss: 0.0312136 | val_loss: 0.0312098 | Time: 5443.69 ms [2022-03-24 03:50:57 main:574] : INFO : Epoch 1736 | loss: 0.0312128 | val_loss: 0.0312098 | Time: 5531.15 ms [2022-03-24 03:51:02 main:574] : INFO : Epoch 1737 | loss: 0.0312128 | val_loss: 0.0312096 | Time: 5431.56 ms [2022-03-24 03:51:08 main:574] : INFO : Epoch 1738 | loss: 0.0312126 | val_loss: 0.0312092 | Time: 5459.1 ms [2022-03-24 03:51:13 main:574] : INFO : Epoch 1739 | loss: 0.0312135 | val_loss: 0.0312094 | Time: 5414.07 ms [2022-03-24 03:51:19 main:574] : INFO : Epoch 1740 | loss: 0.0312138 | val_loss: 0.0312104 | Time: 5508.19 ms [2022-03-24 03:51:24 main:574] : INFO : Epoch 1741 | loss: 0.0312144 | val_loss: 0.0312111 | Time: 5430.85 ms [2022-03-24 03:51:30 main:574] : INFO : Epoch 1742 | loss: 0.0312154 | val_loss: 0.0312123 | Time: 5446.56 ms [2022-03-24 03:51:35 main:574] : INFO : Epoch 1743 | loss: 0.0312133 | val_loss: 0.0312098 | Time: 5433.45 ms [2022-03-24 03:51:41 main:574] : INFO : Epoch 1744 | loss: 0.0312129 | val_loss: 0.0312125 | Time: 5462.56 ms [2022-03-24 03:51:46 main:574] : INFO : Epoch 1745 | loss: 0.0312138 | val_loss: 0.0312116 | Time: 5467.82 ms [2022-03-24 03:51:51 main:574] : INFO : Epoch 1746 | loss: 0.0312166 | val_loss: 0.0312129 | Time: 5451.6 ms [2022-03-24 03:51:57 main:574] : INFO : Epoch 1747 | loss: 0.0312131 | val_loss: 0.0312116 | Time: 5722.68 ms [2022-03-24 03:52:03 main:574] : INFO : Epoch 1748 | loss: 0.0312134 | val_loss: 0.0312112 | Time: 5524.27 ms [2022-03-24 03:52:09 main:574] : INFO : Epoch 1749 | loss: 0.0312128 | val_loss: 0.0312112 | Time: 6238.16 ms [2022-03-24 03:52:15 main:574] : INFO : Epoch 1750 | loss: 0.0312134 | val_loss: 0.0312105 | Time: 5555.57 ms [2022-03-24 03:52:20 main:574] : INFO : Epoch 1751 | loss: 0.0312126 | val_loss: 0.031211 | Time: 5562.55 ms [2022-03-24 03:52:26 main:574] : INFO : Epoch 1752 | loss: 0.0312117 | val_loss: 0.0312107 | Time: 5560.55 ms [2022-03-24 03:52:31 main:574] : INFO : Epoch 1753 | loss: 0.0312123 | val_loss: 0.0312091 | Time: 5427.83 ms [2022-03-24 03:52:37 main:574] : INFO : Epoch 1754 | loss: 0.0312136 | val_loss: 0.0312137 | Time: 5431.35 ms [2022-03-24 03:52:42 main:574] : INFO : Epoch 1755 | loss: 0.0312119 | val_loss: 0.0312113 | Time: 5433.46 ms [2022-03-24 03:52:48 main:574] : INFO : Epoch 1756 | loss: 0.0312121 | val_loss: 0.0312101 | Time: 5517.8 ms [2022-03-24 03:52:53 main:574] : INFO : Epoch 1757 | loss: 0.0312123 | val_loss: 0.0312117 | Time: 5475.62 ms [2022-03-24 03:52:59 main:574] : INFO : Epoch 1758 | loss: 0.0312119 | val_loss: 0.0312091 | Time: 5495.5 ms [2022-03-24 03:53:04 main:574] : INFO : Epoch 1759 | loss: 0.0312111 | val_loss: 0.0312091 | Time: 5493.77 ms [2022-03-24 03:53:10 main:574] : INFO : Epoch 1760 | loss: 0.0312107 | val_loss: 0.0312078 | Time: 5862.71 ms [2022-03-24 03:53:16 main:574] : INFO : Epoch 1761 | loss: 0.0312103 | val_loss: 0.0312084 | Time: 5948.13 ms [2022-03-24 03:53:22 main:574] : INFO : Epoch 1762 | loss: 0.0312104 | val_loss: 0.0312081 | Time: 5726.21 ms [2022-03-24 03:53:27 main:574] : INFO : Epoch 1763 | loss: 0.0312103 | val_loss: 0.0312102 | Time: 5451.23 ms [2022-03-24 03:53:32 main:574] : INFO : Epoch 1764 | loss: 0.0312105 | val_loss: 0.0312078 | Time: 5429.7 ms [2022-03-24 03:53:38 main:574] : INFO : Epoch 1765 | loss: 0.0312121 | val_loss: 0.0312085 | Time: 5454.8 ms [2022-03-24 03:53:43 main:574] : INFO : Epoch 1766 | loss: 0.0312112 | val_loss: 0.031211 | Time: 5520.38 ms [2022-03-24 03:53:49 main:574] : INFO : Epoch 1767 | loss: 0.0312111 | val_loss: 0.0312081 | Time: 5537.34 ms [2022-03-24 03:53:54 main:574] : INFO : Epoch 1768 | loss: 0.031212 | val_loss: 0.03121 | Time: 5489.4 ms [2022-03-24 03:54:00 main:574] : INFO : Epoch 1769 | loss: 0.0312128 | val_loss: 0.0312076 | Time: 5489.49 ms [2022-03-24 03:54:05 main:574] : INFO : Epoch 1770 | loss: 0.0312105 | val_loss: 0.0312093 | Time: 5499.55 ms [2022-03-24 03:54:12 main:574] : INFO : Epoch 1771 | loss: 0.0312103 | val_loss: 0.0312077 | Time: 6127.63 ms [2022-03-24 03:54:17 main:574] : INFO : Epoch 1772 | loss: 0.0312097 | val_loss: 0.031208 | Time: 5545.99 ms [2022-03-24 03:54:23 main:574] : INFO : Epoch 1773 | loss: 0.0312097 | val_loss: 0.0312075 | Time: 5546.67 ms [2022-03-24 03:54:28 main:574] : INFO : Epoch 1774 | loss: 0.0312095 | val_loss: 0.0312088 | Time: 5467.41 ms [2022-03-24 03:54:34 main:574] : INFO : Epoch 1775 | loss: 0.0312098 | val_loss: 0.0312067 | Time: 5664.52 ms [2022-03-24 03:54:39 main:574] : INFO : Epoch 1776 | loss: 0.0312097 | val_loss: 0.0312069 | Time: 5521.52 ms [2022-03-24 03:54:45 main:574] : INFO : Epoch 1777 | loss: 0.0312097 | val_loss: 0.031207 | Time: 5541.69 ms [2022-03-24 03:54:50 main:574] : INFO : Epoch 1778 | loss: 0.0312095 | val_loss: 0.0312074 | Time: 5552.27 ms [2022-03-24 03:54:56 main:574] : INFO : Epoch 1779 | loss: 0.0312095 | val_loss: 0.0312071 | Time: 5846.69 ms [2022-03-24 03:55:02 main:574] : INFO : Epoch 1780 | loss: 0.0312094 | val_loss: 0.0312078 | Time: 5674.31 ms [2022-03-24 03:55:08 main:574] : INFO : Epoch 1781 | loss: 0.0312092 | val_loss: 0.0312073 | Time: 5683.97 ms [2022-03-24 03:55:13 main:574] : INFO : Epoch 1782 | loss: 0.0312094 | val_loss: 0.0312077 | Time: 5552 ms [2022-03-24 03:55:19 main:574] : INFO : Epoch 1783 | loss: 0.0312101 | val_loss: 0.0312201 | Time: 5578.99 ms [2022-03-24 03:55:24 main:574] : INFO : Epoch 1784 | loss: 0.0312109 | val_loss: 0.0312079 | Time: 5537.24 ms [2022-03-24 03:55:30 main:574] : INFO : Epoch 1785 | loss: 0.0312091 | val_loss: 0.0312083 | Time: 5513.29 ms [2022-03-24 03:55:35 main:574] : INFO : Epoch 1786 | loss: 0.0312101 | val_loss: 0.0312086 | Time: 5457.56 ms [2022-03-24 03:55:41 main:574] : INFO : Epoch 1787 | loss: 0.0312102 | val_loss: 0.0312083 | Time: 5719.48 ms [2022-03-24 03:55:47 main:574] : INFO : Epoch 1788 | loss: 0.0312112 | val_loss: 0.031207 | Time: 5940.17 ms [2022-03-24 03:55:53 main:574] : INFO : Epoch 1789 | loss: 0.0312099 | val_loss: 0.0312071 | Time: 5980.7 ms [2022-03-24 03:55:59 main:574] : INFO : Epoch 1790 | loss: 0.0312111 | val_loss: 0.0312077 | Time: 5875.14 ms [2022-03-24 03:56:05 main:574] : INFO : Epoch 1791 | loss: 0.0312104 | val_loss: 0.0312076 | Time: 6175.21 ms [2022-03-24 03:56:11 main:574] : INFO : Epoch 1792 | loss: 0.0312097 | val_loss: 0.0312066 | Time: 5807.95 ms [2022-03-24 03:56:17 main:574] : INFO : Epoch 1793 | loss: 0.0312094 | val_loss: 0.0312059 | Time: 5907.94 ms [2022-03-24 03:56:22 main:574] : INFO : Epoch 1794 | loss: 0.0312093 | val_loss: 0.0312067 | Time: 5507.83 ms [2022-03-24 03:56:28 main:574] : INFO : Epoch 1795 | loss: 0.0312089 | val_loss: 0.0312073 | Time: 5776.97 ms [2022-03-24 03:56:34 main:574] : INFO : Epoch 1796 | loss: 0.0312102 | val_loss: 0.0312094 | Time: 6349.57 ms [2022-03-24 03:56:41 main:574] : INFO : Epoch 1797 | loss: 0.03121 | val_loss: 0.0312078 | Time: 6529.17 ms [2022-03-24 03:56:47 main:574] : INFO : Epoch 1798 | loss: 0.031209 | val_loss: 0.0312075 | Time: 5981.14 ms [2022-03-24 03:56:53 main:574] : INFO : Epoch 1799 | loss: 0.03121 | val_loss: 0.0312099 | Time: 6388.54 ms [2022-03-24 03:57:00 main:574] : INFO : Epoch 1800 | loss: 0.0312114 | val_loss: 0.0312078 | Time: 6406.07 ms [2022-03-24 03:57:06 main:574] : INFO : Epoch 1801 | loss: 0.03121 | val_loss: 0.031208 | Time: 6189.03 ms [2022-03-24 03:57:12 main:574] : INFO : Epoch 1802 | loss: 0.0312087 | val_loss: 0.031208 | Time: 6032.91 ms [2022-03-24 03:57:18 main:574] : INFO : Epoch 1803 | loss: 0.0312086 | val_loss: 0.0312077 | Time: 6132.25 ms [2022-03-24 03:57:24 main:574] : INFO : Epoch 1804 | loss: 0.0312085 | val_loss: 0.0312075 | Time: 6054.07 ms [2022-03-24 03:57:30 main:574] : INFO : Epoch 1805 | loss: 0.0312089 | val_loss: 0.0312083 | Time: 5633.68 ms [2022-03-24 03:57:35 main:574] : INFO : Epoch 1806 | loss: 0.03121 | val_loss: 0.0312092 | Time: 5482.02 ms [2022-03-24 03:57:41 main:574] : INFO : Epoch 1807 | loss: 0.0312111 | val_loss: 0.0312102 | Time: 5546.26 ms [2022-03-24 03:57:46 main:574] : INFO : Epoch 1808 | loss: 0.0312084 | val_loss: 0.0312084 | Time: 5483.34 ms [2022-03-24 03:57:52 main:574] : INFO : Epoch 1809 | loss: 0.031209 | val_loss: 0.0312081 | Time: 5694.63 ms [2022-03-24 03:57:58 main:574] : INFO : Epoch 1810 | loss: 0.0312086 | val_loss: 0.0312084 | Time: 5668.4 ms [2022-03-24 03:58:03 main:574] : INFO : Epoch 1811 | loss: 0.0312082 | val_loss: 0.0312075 | Time: 5631.04 ms [2022-03-24 03:58:09 main:574] : INFO : Epoch 1812 | loss: 0.0312077 | val_loss: 0.031207 | Time: 5579.99 ms [2022-03-24 03:58:15 main:574] : INFO : Epoch 1813 | loss: 0.0312073 | val_loss: 0.0312092 | Time: 5642.87 ms [2022-03-24 03:58:20 main:574] : INFO : Epoch 1814 | loss: 0.0312086 | val_loss: 0.0312074 | Time: 5581.8 ms [2022-03-24 03:58:26 main:574] : INFO : Epoch 1815 | loss: 0.0312081 | val_loss: 0.0312083 | Time: 5585.25 ms [2022-03-24 03:58:32 main:574] : INFO : Epoch 1816 | loss: 0.0312089 | val_loss: 0.031211 | Time: 5785.53 ms [2022-03-24 03:58:37 main:574] : INFO : Epoch 1817 | loss: 0.0312081 | val_loss: 0.0312074 | Time: 5771.18 ms [2022-03-24 03:58:44 main:574] : INFO : Epoch 1818 | loss: 0.0312085 | val_loss: 0.0312116 | Time: 6514.23 ms [2022-03-24 03:58:50 main:574] : INFO : Epoch 1819 | loss: 0.0312096 | val_loss: 0.031208 | Time: 5835.5 ms [2022-03-24 03:58:55 main:574] : INFO : Epoch 1820 | loss: 0.031208 | val_loss: 0.0312084 | Time: 5637.65 ms [2022-03-24 03:59:01 main:574] : INFO : Epoch 1821 | loss: 0.0312089 | val_loss: 0.0312099 | Time: 5673.13 ms [2022-03-24 03:59:07 main:574] : INFO : Epoch 1822 | loss: 0.0312079 | val_loss: 0.0312085 | Time: 6145.17 ms [2022-03-24 03:59:14 main:574] : INFO : Epoch 1823 | loss: 0.0312076 | val_loss: 0.0312076 | Time: 6231.77 ms [2022-03-24 03:59:19 main:574] : INFO : Epoch 1824 | loss: 0.0312078 | val_loss: 0.0312089 | Time: 5763.31 ms [2022-03-24 03:59:25 main:574] : INFO : Epoch 1825 | loss: 0.0312073 | val_loss: 0.0312076 | Time: 5740.44 ms [2022-03-24 03:59:31 main:574] : INFO : Epoch 1826 | loss: 0.031207 | val_loss: 0.0312084 | Time: 5701 ms [2022-03-24 03:59:36 main:574] : INFO : Epoch 1827 | loss: 0.0312069 | val_loss: 0.0312077 | Time: 5658.87 ms [2022-03-24 03:59:42 main:574] : INFO : Epoch 1828 | loss: 0.0312073 | val_loss: 0.0312084 | Time: 5635.89 ms [2022-03-24 03:59:48 main:574] : INFO : Epoch 1829 | loss: 0.0312078 | val_loss: 0.0312069 | Time: 5559.28 ms [2022-03-24 03:59:53 main:574] : INFO : Epoch 1830 | loss: 0.031208 | val_loss: 0.031209 | Time: 5668.63 ms [2022-03-24 03:59:59 main:574] : INFO : Epoch 1831 | loss: 0.0312088 | val_loss: 0.0312072 | Time: 5556.99 ms [2022-03-24 04:00:04 main:574] : INFO : Epoch 1832 | loss: 0.0312075 | val_loss: 0.0312077 | Time: 5625.73 ms [2022-03-24 04:00:10 main:574] : INFO : Epoch 1833 | loss: 0.031208 | val_loss: 0.0312074 | Time: 5649.7 ms [2022-03-24 04:00:16 main:574] : INFO : Epoch 1834 | loss: 0.0312077 | val_loss: 0.0312086 | Time: 5721.83 ms [2022-03-24 04:00:22 main:574] : INFO : Epoch 1835 | loss: 0.0312078 | val_loss: 0.0312076 | Time: 5665.85 ms [2022-03-24 04:00:27 main:574] : INFO : Epoch 1836 | loss: 0.0312071 | val_loss: 0.0312071 | Time: 5659.11 ms [2022-03-24 04:00:33 main:574] : INFO : Epoch 1837 | loss: 0.0312068 | val_loss: 0.0312061 | Time: 6160.55 ms [2022-03-24 04:00:39 main:574] : INFO : Epoch 1838 | loss: 0.0312072 | val_loss: 0.0312061 | Time: 5666.22 ms [2022-03-24 04:00:45 main:574] : INFO : Epoch 1839 | loss: 0.0312079 | val_loss: 0.0312049 | Time: 5585.15 ms [2022-03-24 04:00:50 main:574] : INFO : Epoch 1840 | loss: 0.0312096 | val_loss: 0.0312083 | Time: 5581.13 ms [2022-03-24 04:00:56 main:574] : INFO : Epoch 1841 | loss: 0.0312092 | val_loss: 0.0312055 | Time: 6152.77 ms [2022-03-24 04:01:02 main:574] : INFO : Epoch 1842 | loss: 0.0312092 | val_loss: 0.031205 | Time: 5646.03 ms [2022-03-24 04:01:08 main:574] : INFO : Epoch 1843 | loss: 0.031207 | val_loss: 0.0312056 | Time: 5711.57 ms [2022-03-24 04:01:13 main:574] : INFO : Epoch 1844 | loss: 0.0312064 | val_loss: 0.0312049 | Time: 5685.09 ms [2022-03-24 04:01:19 main:574] : INFO : Epoch 1845 | loss: 0.0312066 | val_loss: 0.0312088 | Time: 5512.87 ms [2022-03-24 04:01:24 main:574] : INFO : Epoch 1846 | loss: 0.0312079 | val_loss: 0.0312083 | Time: 5524.82 ms [2022-03-24 04:01:30 main:574] : INFO : Epoch 1847 | loss: 0.0312086 | val_loss: 0.0312055 | Time: 5486.62 ms [2022-03-24 04:01:35 main:574] : INFO : Epoch 1848 | loss: 0.0312064 | val_loss: 0.0312062 | Time: 5487.75 ms [2022-03-24 04:01:41 main:574] : INFO : Epoch 1849 | loss: 0.0312113 | val_loss: 0.0312074 | Time: 5533.15 ms [2022-03-24 04:01:46 main:574] : INFO : Epoch 1850 | loss: 0.0312096 | val_loss: 0.0312057 | Time: 5434.69 ms [2022-03-24 04:01:52 main:574] : INFO : Epoch 1851 | loss: 0.0312067 | val_loss: 0.0312041 | Time: 5489.34 ms [2022-03-24 04:01:57 main:574] : INFO : Epoch 1852 | loss: 0.0312062 | val_loss: 0.031205 | Time: 5464.47 ms [2022-03-24 04:02:03 main:574] : INFO : Epoch 1853 | loss: 0.0312077 | val_loss: 0.0312039 | Time: 5452.82 ms [2022-03-24 04:02:09 main:574] : INFO : Epoch 1854 | loss: 0.0312071 | val_loss: 0.0312038 | Time: 5840.52 ms [2022-03-24 04:02:15 main:574] : INFO : Epoch 1855 | loss: 0.0312073 | val_loss: 0.0312039 | Time: 5839.34 ms [2022-03-24 04:02:20 main:574] : INFO : Epoch 1856 | loss: 0.0312071 | val_loss: 0.0312039 | Time: 5587.25 ms [2022-03-24 04:02:26 main:574] : INFO : Epoch 1857 | loss: 0.0312066 | val_loss: 0.0312045 | Time: 6116.97 ms [2022-03-24 04:02:32 main:574] : INFO : Epoch 1858 | loss: 0.0312063 | val_loss: 0.0312058 | Time: 5534.93 ms [2022-03-24 04:02:37 main:574] : INFO : Epoch 1859 | loss: 0.0312067 | val_loss: 0.0312034 | Time: 5588.7 ms [2022-03-24 04:02:43 main:574] : INFO : Epoch 1860 | loss: 0.0312058 | val_loss: 0.0312037 | Time: 5456.47 ms [2022-03-24 04:02:48 main:574] : INFO : Epoch 1861 | loss: 0.0312061 | val_loss: 0.0312029 | Time: 5541.18 ms [2022-03-24 04:02:54 main:574] : INFO : Epoch 1862 | loss: 0.0312059 | val_loss: 0.0312034 | Time: 5501.75 ms [2022-03-24 04:02:59 main:574] : INFO : Epoch 1863 | loss: 0.0312058 | val_loss: 0.0312029 | Time: 5496.52 ms [2022-03-24 04:03:05 main:574] : INFO : Epoch 1864 | loss: 0.0312052 | val_loss: 0.0312026 | Time: 5523.48 ms [2022-03-24 04:03:11 main:574] : INFO : Epoch 1865 | loss: 0.0312057 | val_loss: 0.0312032 | Time: 5642.67 ms [2022-03-24 04:03:16 main:574] : INFO : Epoch 1866 | loss: 0.0312058 | val_loss: 0.0312043 | Time: 5523.7 ms [2022-03-24 04:03:22 main:574] : INFO : Epoch 1867 | loss: 0.031205 | val_loss: 0.0312054 | Time: 5513.38 ms [2022-03-24 04:03:27 main:574] : INFO : Epoch 1868 | loss: 0.031205 | val_loss: 0.0312024 | Time: 5646.75 ms [2022-03-24 04:03:33 main:574] : INFO : Epoch 1869 | loss: 0.031205 | val_loss: 0.0312029 | Time: 5490.81 ms [2022-03-24 04:03:38 main:574] : INFO : Epoch 1870 | loss: 0.0312054 | val_loss: 0.0312021 | Time: 5559.36 ms [2022-03-24 04:03:44 main:574] : INFO : Epoch 1871 | loss: 0.031206 | val_loss: 0.0312068 | Time: 5587.35 ms [2022-03-24 04:03:50 main:574] : INFO : Epoch 1872 | loss: 0.0312096 | val_loss: 0.0312026 | Time: 5843.45 ms [2022-03-24 04:03:56 main:574] : INFO : Epoch 1873 | loss: 0.0312058 | val_loss: 0.0312047 | Time: 5989 ms [2022-03-24 04:04:01 main:574] : INFO : Epoch 1874 | loss: 0.0312041 | val_loss: 0.0312024 | Time: 5638.44 ms [2022-03-24 04:04:07 main:574] : INFO : Epoch 1875 | loss: 0.0312043 | val_loss: 0.031202 | Time: 5635.25 ms [2022-03-24 04:04:13 main:574] : INFO : Epoch 1876 | loss: 0.0312048 | val_loss: 0.0312074 | Time: 5700.45 ms [2022-03-24 04:04:19 main:574] : INFO : Epoch 1877 | loss: 0.0312062 | val_loss: 0.0312014 | Time: 5676.56 ms [2022-03-24 04:04:24 main:574] : INFO : Epoch 1878 | loss: 0.0312044 | val_loss: 0.0312019 | Time: 5573.24 ms [2022-03-24 04:04:30 main:574] : INFO : Epoch 1879 | loss: 0.0312041 | val_loss: 0.0312016 | Time: 5524.16 ms [2022-03-24 04:04:35 main:574] : INFO : Epoch 1880 | loss: 0.0312037 | val_loss: 0.0312012 | Time: 5515.12 ms [2022-03-24 04:04:41 main:574] : INFO : Epoch 1881 | loss: 0.0312037 | val_loss: 0.0312007 | Time: 5578.09 ms [2022-03-24 04:04:46 main:574] : INFO : Epoch 1882 | loss: 0.0312034 | val_loss: 0.0312007 | Time: 5563.48 ms [2022-03-24 04:04:52 main:574] : INFO : Epoch 1883 | loss: 0.031203 | val_loss: 0.0312009 | Time: 5552.63 ms [2022-03-24 04:04:57 main:574] : INFO : Epoch 1884 | loss: 0.0312032 | val_loss: 0.0312013 | Time: 5619.53 ms [2022-03-24 04:05:03 main:574] : INFO : Epoch 1885 | loss: 0.0312036 | val_loss: 0.0312017 | Time: 5670.88 ms [2022-03-24 04:05:09 main:574] : INFO : Epoch 1886 | loss: 0.0312032 | val_loss: 0.0312016 | Time: 5516.78 ms [2022-03-24 04:05:14 main:574] : INFO : Epoch 1887 | loss: 0.0312024 | val_loss: 0.0312025 | Time: 5594.29 ms [2022-03-24 04:05:20 main:574] : INFO : Epoch 1888 | loss: 0.0312046 | val_loss: 0.0312029 | Time: 5537.38 ms [2022-03-24 04:05:25 main:574] : INFO : Epoch 1889 | loss: 0.0312052 | val_loss: 0.0312049 | Time: 5531.97 ms [2022-03-24 04:05:31 main:574] : INFO : Epoch 1890 | loss: 0.0312053 | val_loss: 0.0312048 | Time: 5537.17 ms [2022-03-24 04:05:36 main:574] : INFO : Epoch 1891 | loss: 0.0312042 | val_loss: 0.0312029 | Time: 5526.83 ms [2022-03-24 04:05:42 main:574] : INFO : Epoch 1892 | loss: 0.031205 | val_loss: 0.0312027 | Time: 5505.81 ms [2022-03-24 04:05:48 main:574] : INFO : Epoch 1893 | loss: 0.0312057 | val_loss: 0.0312042 | Time: 5608.55 ms [2022-03-24 04:05:53 main:574] : INFO : Epoch 1894 | loss: 0.0312047 | val_loss: 0.0312054 | Time: 5482.72 ms [2022-03-24 04:05:59 main:574] : INFO : Epoch 1895 | loss: 0.0312069 | val_loss: 0.0312054 | Time: 5763.19 ms [2022-03-24 04:06:04 main:574] : INFO : Epoch 1896 | loss: 0.0312048 | val_loss: 0.0312044 | Time: 5564.19 ms [2022-03-24 04:06:10 main:574] : INFO : Epoch 1897 | loss: 0.0312067 | val_loss: 0.031202 | Time: 5525.71 ms [2022-03-24 04:06:15 main:574] : INFO : Epoch 1898 | loss: 0.0312075 | val_loss: 0.0312071 | Time: 5562.98 ms [2022-03-24 04:06:21 main:574] : INFO : Epoch 1899 | loss: 0.0312044 | val_loss: 0.0312037 | Time: 5507.77 ms [2022-03-24 04:06:27 main:574] : INFO : Epoch 1900 | loss: 0.0312047 | val_loss: 0.0312032 | Time: 5502.53 ms [2022-03-24 04:06:32 main:574] : INFO : Epoch 1901 | loss: 0.0312041 | val_loss: 0.031202 | Time: 5499.71 ms [2022-03-24 04:06:38 main:574] : INFO : Epoch 1902 | loss: 0.0312041 | val_loss: 0.0312042 | Time: 5475.88 ms [2022-03-24 04:06:43 main:574] : INFO : Epoch 1903 | loss: 0.0312044 | val_loss: 0.0312061 | Time: 5490.16 ms [2022-03-24 04:06:48 main:574] : INFO : Epoch 1904 | loss: 0.031204 | val_loss: 0.0312032 | Time: 5469.32 ms [2022-03-24 04:06:54 main:574] : INFO : Epoch 1905 | loss: 0.031204 | val_loss: 0.0312049 | Time: 5522.65 ms [2022-03-24 04:07:00 main:574] : INFO : Epoch 1906 | loss: 0.0312161 | val_loss: 0.0312238 | Time: 5480.65 ms [2022-03-24 04:07:05 main:574] : INFO : Epoch 1907 | loss: 0.031225 | val_loss: 0.0312197 | Time: 5443.11 ms [2022-03-24 04:07:11 main:574] : INFO : Epoch 1908 | loss: 0.0312214 | val_loss: 0.0312189 | Time: 5840.39 ms [2022-03-24 04:07:17 main:574] : INFO : Epoch 1909 | loss: 0.0312219 | val_loss: 0.0312223 | Time: 5839.72 ms [2022-03-24 04:07:22 main:574] : INFO : Epoch 1910 | loss: 0.0312253 | val_loss: 0.031223 | Time: 5499.76 ms [2022-03-24 04:07:28 main:574] : INFO : Epoch 1911 | loss: 0.0312242 | val_loss: 0.0312272 | Time: 5531.32 ms [2022-03-24 04:07:33 main:574] : INFO : Epoch 1912 | loss: 0.0312218 | val_loss: 0.0312186 | Time: 5485.96 ms [2022-03-24 04:07:39 main:574] : INFO : Epoch 1913 | loss: 0.031218 | val_loss: 0.0312116 | Time: 5519.03 ms [2022-03-24 04:07:44 main:574] : INFO : Epoch 1914 | loss: 0.0312179 | val_loss: 0.0312271 | Time: 5519.98 ms [2022-03-24 04:07:50 main:574] : INFO : Epoch 1915 | loss: 0.0312136 | val_loss: 0.0312055 | Time: 6059.21 ms [2022-03-24 04:07:56 main:574] : INFO : Epoch 1916 | loss: 0.0312077 | val_loss: 0.0312071 | Time: 5936.06 ms [2022-03-24 04:08:02 main:574] : INFO : Epoch 1917 | loss: 0.0312066 | val_loss: 0.0312024 | Time: 5541.9 ms [2022-03-24 04:08:07 main:574] : INFO : Epoch 1918 | loss: 0.03121 | val_loss: 0.0312203 | Time: 5521.16 ms [2022-03-24 04:08:13 main:574] : INFO : Epoch 1919 | loss: 0.0312176 | val_loss: 0.0312163 | Time: 5488.73 ms [2022-03-24 04:08:18 main:574] : INFO : Epoch 1920 | loss: 0.0312193 | val_loss: 0.0312155 | Time: 5479.51 ms [2022-03-24 04:08:24 main:574] : INFO : Epoch 1921 | loss: 0.0312194 | val_loss: 0.0312185 | Time: 5509.74 ms [2022-03-24 04:08:29 main:574] : INFO : Epoch 1922 | loss: 0.0312222 | val_loss: 0.0312174 | Time: 5491.09 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2070 SUPER) [2022-03-24 10:44:15 main:435] : INFO : Set logging level to 1 [2022-03-24 10:44:15 main:441] : INFO : Running in BOINC Client mode [2022-03-24 10:44:15 main:444] : INFO : Resolving all filenames [2022-03-24 10:44:15 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-24 10:44:15 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-24 10:44:15 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-24 10:44:15 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-24 10:44:15 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-24 10:44:15 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-24 10:44:15 main:474] : INFO : Configuration: [2022-03-24 10:44:15 main:475] : INFO : Model type: GRU [2022-03-24 10:44:15 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-24 10:44:15 main:477] : INFO : Max Epochs: 2048 [2022-03-24 10:44:15 main:478] : INFO : Batch Size: 128 [2022-03-24 10:44:15 main:479] : INFO : Learning Rate: 0.01 [2022-03-24 10:44:15 main:480] : INFO : Patience: 10 [2022-03-24 10:44:15 main:481] : INFO : Hidden Width: 12 [2022-03-24 10:44:15 main:482] : INFO : # Recurrent Layers: 4 [2022-03-24 10:44:15 main:483] : INFO : # Backend Layers: 4 [2022-03-24 10:44:15 main:484] : INFO : # Threads: 1 [2022-03-24 10:44:15 main:486] : INFO : Preparing Dataset [2022-03-24 10:44:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-24 10:44:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-24 10:44:17 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-24 10:44:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-24 10:44:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-24 10:44:17 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-24 10:44:17 main:494] : INFO : Creating Model [2022-03-24 10:44:17 main:507] : INFO : Preparing config file [2022-03-24 10:44:17 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-24 10:44:17 main:512] : INFO : Loading config [2022-03-24 10:44:17 main:514] : INFO : Loading state [2022-03-24 10:44:18 main:559] : INFO : Loading DataLoader into Memory [2022-03-24 10:44:18 main:562] : INFO : Starting Training [2022-03-24 10:44:24 main:574] : INFO : Epoch 1923 | loss: 0.0312535 | val_loss: 0.0312204 | Time: 6253.84 ms [2022-03-24 10:44:29 main:574] : INFO : Epoch 1924 | loss: 0.0312197 | val_loss: 0.0312156 | Time: 5579.8 ms [2022-03-24 10:44:35 main:574] : INFO : Epoch 1925 | loss: 0.0312187 | val_loss: 0.0312141 | Time: 5698.67 ms [2022-03-24 10:44:41 main:574] : INFO : Epoch 1926 | loss: 0.0312148 | val_loss: 0.0312118 | Time: 5541.03 ms [2022-03-24 10:44:46 main:574] : INFO : Epoch 1927 | loss: 0.0312118 | val_loss: 0.0312082 | Time: 5574.11 ms [2022-03-24 10:44:52 main:574] : INFO : Epoch 1928 | loss: 0.0312087 | val_loss: 0.0312035 | Time: 5425.31 ms [2022-03-24 10:44:57 main:574] : INFO : Epoch 1929 | loss: 0.0312067 | val_loss: 0.0312025 | Time: 5378.01 ms [2022-03-24 10:45:02 main:574] : INFO : Epoch 1930 | loss: 0.0312057 | val_loss: 0.0312021 | Time: 5381 ms [2022-03-24 10:45:08 main:574] : INFO : Epoch 1931 | loss: 0.0312052 | val_loss: 0.0312023 | Time: 5316.64 ms [2022-03-24 10:45:13 main:574] : INFO : Epoch 1932 | loss: 0.0312056 | val_loss: 0.0312006 | Time: 5394.06 ms [2022-03-24 10:45:19 main:574] : INFO : Epoch 1933 | loss: 0.0312063 | val_loss: 0.0312072 | Time: 5358.33 ms [2022-03-24 10:45:24 main:574] : INFO : Epoch 1934 | loss: 0.0312075 | val_loss: 0.0312004 | Time: 5326.35 ms [2022-03-24 10:45:30 main:574] : INFO : Epoch 1935 | loss: 0.0312054 | val_loss: 0.0312024 | Time: 5810.16 ms [2022-03-24 10:45:35 main:574] : INFO : Epoch 1936 | loss: 0.0312068 | val_loss: 0.0312008 | Time: 5523.16 ms [2022-03-24 10:45:41 main:574] : INFO : Epoch 1937 | loss: 0.0312053 | val_loss: 0.0311989 | Time: 5358.06 ms [2022-03-24 10:45:46 main:574] : INFO : Epoch 1938 | loss: 0.0312039 | val_loss: 0.0311971 | Time: 5392.7 ms [2022-03-24 10:45:51 main:574] : INFO : Epoch 1939 | loss: 0.0312023 | val_loss: 0.031195 | Time: 5305.4 ms [2022-03-24 10:45:57 main:574] : INFO : Epoch 1940 | loss: 0.0312036 | val_loss: 0.031198 | Time: 5352.83 ms [2022-03-24 10:46:02 main:574] : INFO : Epoch 1941 | loss: 0.0312035 | val_loss: 0.0311991 | Time: 5378.6 ms [2022-03-24 10:46:07 main:574] : INFO : Epoch 1942 | loss: 0.0312023 | val_loss: 0.0311985 | Time: 5383.42 ms [2022-03-24 10:46:13 main:574] : INFO : Epoch 1943 | loss: 0.0312015 | val_loss: 0.0311989 | Time: 5313.85 ms [2022-03-24 10:46:18 main:574] : INFO : Epoch 1944 | loss: 0.0312023 | val_loss: 0.0311985 | Time: 5403.42 ms [2022-03-24 10:46:24 main:574] : INFO : Epoch 1945 | loss: 0.031203 | val_loss: 0.031199 | Time: 5314 ms [2022-03-24 10:46:29 main:574] : INFO : Epoch 1946 | loss: 0.031201 | val_loss: 0.0312003 | Time: 5334.36 ms [2022-03-24 10:46:34 main:574] : INFO : Epoch 1947 | loss: 0.0312005 | val_loss: 0.0311975 | Time: 5296.02 ms [2022-03-24 10:46:40 main:574] : INFO : Epoch 1948 | loss: 0.0311989 | val_loss: 0.0311999 | Time: 5764.97 ms [2022-03-24 10:46:46 main:574] : INFO : Epoch 1949 | loss: 0.0311981 | val_loss: 0.0311963 | Time: 5612.16 ms [2022-03-24 10:46:51 main:574] : INFO : Epoch 1950 | loss: 0.0311978 | val_loss: 0.0311966 | Time: 5363.89 ms [2022-03-24 10:46:56 main:574] : INFO : Epoch 1951 | loss: 0.0312001 | val_loss: 0.0311959 | Time: 5362.79 ms [2022-03-24 10:47:02 main:574] : INFO : Epoch 1952 | loss: 0.031197 | val_loss: 0.0311948 | Time: 5384 ms [2022-03-24 10:47:07 main:574] : INFO : Epoch 1953 | loss: 0.0311952 | val_loss: 0.0311953 | Time: 5315.38 ms [2022-03-24 10:47:12 main:574] : INFO : Epoch 1954 | loss: 0.0311953 | val_loss: 0.0311935 | Time: 5385.5 ms [2022-03-24 10:47:18 main:574] : INFO : Epoch 1955 | loss: 0.0311952 | val_loss: 0.0311941 | Time: 5358.05 ms [2022-03-24 10:47:23 main:574] : INFO : Epoch 1956 | loss: 0.0311972 | val_loss: 0.031193 | Time: 5396.99 ms [2022-03-24 10:47:28 main:574] : INFO : Epoch 1957 | loss: 0.0311936 | val_loss: 0.0311939 | Time: 5319.11 ms [2022-03-24 10:47:34 main:574] : INFO : Epoch 1958 | loss: 0.0311933 | val_loss: 0.0311948 | Time: 5500.12 ms [2022-03-24 10:47:39 main:574] : INFO : Epoch 1959 | loss: 0.031194 | val_loss: 0.0311967 | Time: 5367.22 ms [2022-03-24 10:47:45 main:574] : INFO : Epoch 1960 | loss: 0.0311957 | val_loss: 0.0311922 | Time: 5350.53 ms [2022-03-24 10:47:50 main:574] : INFO : Epoch 1961 | loss: 0.0311931 | val_loss: 0.0311972 | Time: 5335.69 ms [2022-03-24 10:47:55 main:574] : INFO : Epoch 1962 | loss: 0.0311942 | val_loss: 0.0311907 | Time: 5379.8 ms [2022-03-24 10:48:01 main:574] : INFO : Epoch 1963 | loss: 0.0311929 | val_loss: 0.0311889 | Time: 5379.5 ms [2022-03-24 10:48:06 main:574] : INFO : Epoch 1964 | loss: 0.0311911 | val_loss: 0.0311879 | Time: 5273.54 ms [2022-03-24 10:48:12 main:574] : INFO : Epoch 1965 | loss: 0.0311899 | val_loss: 0.031186 | Time: 5395.21 ms [2022-03-24 10:48:17 main:574] : INFO : Epoch 1966 | loss: 0.0311913 | val_loss: 0.0311874 | Time: 5385.81 ms [2022-03-24 10:48:22 main:574] : INFO : Epoch 1967 | loss: 0.0311914 | val_loss: 0.0311935 | Time: 5495.4 ms [2022-03-24 10:48:28 main:574] : INFO : Epoch 1968 | loss: 0.0311905 | val_loss: 0.0311876 | Time: 5339.21 ms [2022-03-24 10:48:33 main:574] : INFO : Epoch 1969 | loss: 0.0311878 | val_loss: 0.0311867 | Time: 5338.01 ms [2022-03-24 10:48:39 main:574] : INFO : Epoch 1970 | loss: 0.0311882 | val_loss: 0.0311867 | Time: 5391.45 ms [2022-03-24 10:48:44 main:574] : INFO : Epoch 1971 | loss: 0.0311882 | val_loss: 0.0311867 | Time: 5379.6 ms [2022-03-24 10:48:49 main:574] : INFO : Epoch 1972 | loss: 0.0311901 | val_loss: 0.0311865 | Time: 5350.36 ms [2022-03-24 10:48:55 main:574] : INFO : Epoch 1973 | loss: 0.0311876 | val_loss: 0.0311865 | Time: 5385.87 ms [2022-03-24 10:49:00 main:574] : INFO : Epoch 1974 | loss: 0.0311881 | val_loss: 0.0311867 | Time: 5339.37 ms [2022-03-24 10:49:05 main:574] : INFO : Epoch 1975 | loss: 0.0311868 | val_loss: 0.0311868 | Time: 5390.14 ms [2022-03-24 10:49:11 main:574] : INFO : Epoch 1976 | loss: 0.0311865 | val_loss: 0.0311854 | Time: 5349.18 ms [2022-03-24 10:49:16 main:574] : INFO : Epoch 1977 | loss: 0.0311856 | val_loss: 0.0311839 | Time: 5296.45 ms [2022-03-24 10:49:21 main:574] : INFO : Epoch 1978 | loss: 0.0311857 | val_loss: 0.0311872 | Time: 5337.67 ms [2022-03-24 10:49:27 main:574] : INFO : Epoch 1979 | loss: 0.0311857 | val_loss: 0.0311891 | Time: 5312.4 ms [2022-03-24 10:49:32 main:574] : INFO : Epoch 1980 | loss: 0.0311864 | val_loss: 0.0311854 | Time: 5397.55 ms [2022-03-24 10:49:37 main:574] : INFO : Epoch 1981 | loss: 0.0311853 | val_loss: 0.0311846 | Time: 5364.24 ms [2022-03-24 10:49:43 main:574] : INFO : Epoch 1982 | loss: 0.0311855 | val_loss: 0.0311873 | Time: 5310.11 ms [2022-03-24 10:49:48 main:574] : INFO : Epoch 1983 | loss: 0.0311883 | val_loss: 0.0311876 | Time: 5345.73 ms [2022-03-24 10:49:54 main:574] : INFO : Epoch 1984 | loss: 0.0311859 | val_loss: 0.0311847 | Time: 5352.15 ms [2022-03-24 10:49:59 main:574] : INFO : Epoch 1985 | loss: 0.0311844 | val_loss: 0.031186 | Time: 5341.9 ms [2022-03-24 10:50:04 main:574] : INFO : Epoch 1986 | loss: 0.0311842 | val_loss: 0.0311849 | Time: 5470.92 ms [2022-03-24 10:50:10 main:574] : INFO : Epoch 1987 | loss: 0.0311834 | val_loss: 0.0311835 | Time: 5896.95 ms [2022-03-24 10:50:16 main:574] : INFO : Epoch 1988 | loss: 0.0311842 | val_loss: 0.0311839 | Time: 5793.02 ms [2022-03-24 10:50:22 main:574] : INFO : Epoch 1989 | loss: 0.0311847 | val_loss: 0.0311842 | Time: 6256.71 ms [2022-03-24 10:50:28 main:574] : INFO : Epoch 1990 | loss: 0.031186 | val_loss: 0.031188 | Time: 5430.68 ms [2022-03-24 10:50:33 main:574] : INFO : Epoch 1991 | loss: 0.0311856 | val_loss: 0.0311937 | Time: 5386.61 ms [2022-03-24 10:50:39 main:574] : INFO : Epoch 1992 | loss: 0.0311908 | val_loss: 0.0311846 | Time: 5374.45 ms [2022-03-24 10:50:44 main:574] : INFO : Epoch 1993 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 5320.87 ms [2022-03-24 10:50:49 main:574] : INFO : Epoch 1994 | loss: 0.0311842 | val_loss: 0.031181 | Time: 5339.61 ms [2022-03-24 10:50:55 main:574] : INFO : Epoch 1995 | loss: 0.0311833 | val_loss: 0.0311828 | Time: 5357.95 ms [2022-03-24 10:51:00 main:574] : INFO : Epoch 1996 | loss: 0.0311849 | val_loss: 0.0311844 | Time: 5350.4 ms [2022-03-24 10:51:05 main:574] : INFO : Epoch 1997 | loss: 0.0311869 | val_loss: 0.0311831 | Time: 5381.8 ms [2022-03-24 10:51:11 main:574] : INFO : Epoch 1998 | loss: 0.0311881 | val_loss: 0.0311868 | Time: 5406.57 ms [2022-03-24 10:51:16 main:574] : INFO : Epoch 1999 | loss: 0.0311862 | val_loss: 0.0311838 | Time: 5424.91 ms [2022-03-24 10:51:22 main:574] : INFO : Epoch 2000 | loss: 0.0311834 | val_loss: 0.0311823 | Time: 5353.2 ms [2022-03-24 10:51:27 main:574] : INFO : Epoch 2001 | loss: 0.0311825 | val_loss: 0.031183 | Time: 5439.5 ms [2022-03-24 10:51:32 main:574] : INFO : Epoch 2002 | loss: 0.0311825 | val_loss: 0.0311849 | Time: 5405.94 ms [2022-03-24 10:51:38 main:574] : INFO : Epoch 2003 | loss: 0.0311835 | val_loss: 0.0311858 | Time: 5351.75 ms [2022-03-24 10:51:43 main:574] : INFO : Epoch 2004 | loss: 0.0311853 | val_loss: 0.0311853 | Time: 5406.26 ms [2022-03-24 10:51:48 main:574] : INFO : Epoch 2005 | loss: 0.0311838 | val_loss: 0.0311831 | Time: 5353 ms [2022-03-24 10:51:54 main:574] : INFO : Epoch 2006 | loss: 0.0311821 | val_loss: 0.031184 | Time: 5346.2 ms [2022-03-24 10:51:59 main:574] : INFO : Epoch 2007 | loss: 0.0311826 | val_loss: 0.031181 | Time: 5215.08 ms [2022-03-24 10:52:04 main:574] : INFO : Epoch 2008 | loss: 0.0311813 | val_loss: 0.0311818 | Time: 5356.01 ms [2022-03-24 10:52:10 main:574] : INFO : Epoch 2009 | loss: 0.0311824 | val_loss: 0.0311823 | Time: 5302.44 ms [2022-03-24 10:52:15 main:574] : INFO : Epoch 2010 | loss: 0.0311822 | val_loss: 0.0311818 | Time: 5450.64 ms [2022-03-24 10:52:21 main:574] : INFO : Epoch 2011 | loss: 0.0311822 | val_loss: 0.0311814 | Time: 5398.67 ms [2022-03-24 10:52:26 main:574] : INFO : Epoch 2012 | loss: 0.0311832 | val_loss: 0.031182 | Time: 5391.29 ms [2022-03-24 10:52:31 main:574] : INFO : Epoch 2013 | loss: 0.0311804 | val_loss: 0.0311815 | Time: 5429.65 ms [2022-03-24 10:52:37 main:574] : INFO : Epoch 2014 | loss: 0.031181 | val_loss: 0.031185 | Time: 5860.29 ms [2022-03-24 10:52:43 main:574] : INFO : Epoch 2015 | loss: 0.0311858 | val_loss: 0.0311889 | Time: 6049.92 ms [2022-03-24 10:52:49 main:574] : INFO : Epoch 2016 | loss: 0.0311898 | val_loss: 0.0311868 | Time: 5344.9 ms [2022-03-24 10:52:54 main:574] : INFO : Epoch 2017 | loss: 0.031188 | val_loss: 0.0311837 | Time: 5416.45 ms [2022-03-24 10:53:00 main:574] : INFO : Epoch 2018 | loss: 0.0311857 | val_loss: 0.031183 | Time: 5601.71 ms [2022-03-24 10:53:05 main:574] : INFO : Epoch 2019 | loss: 0.031185 | val_loss: 0.0311842 | Time: 5336.93 ms [2022-03-24 10:53:10 main:574] : INFO : Epoch 2020 | loss: 0.0311866 | val_loss: 0.0311846 | Time: 5364.68 ms [2022-03-24 10:53:16 main:574] : INFO : Epoch 2021 | loss: 0.0311867 | val_loss: 0.0311827 | Time: 5329.04 ms [2022-03-24 10:53:21 main:574] : INFO : Epoch 2022 | loss: 0.0311848 | val_loss: 0.0311829 | Time: 5299.05 ms [2022-03-24 10:53:26 main:574] : INFO : Epoch 2023 | loss: 0.0311843 | val_loss: 0.0311857 | Time: 5352.39 ms [2022-03-24 10:53:32 main:574] : INFO : Epoch 2024 | loss: 0.0311845 | val_loss: 0.0311854 | Time: 5357.49 ms [2022-03-24 10:53:37 main:574] : INFO : Epoch 2025 | loss: 0.0311825 | val_loss: 0.0311873 | Time: 5346.68 ms [2022-03-24 10:53:43 main:574] : INFO : Epoch 2026 | loss: 0.0311841 | val_loss: 0.0311854 | Time: 5351.85 ms [2022-03-24 10:53:48 main:574] : INFO : Epoch 2027 | loss: 0.0311824 | val_loss: 0.0311848 | Time: 5373.48 ms [2022-03-24 10:53:54 main:574] : INFO : Epoch 2028 | loss: 0.0311816 | val_loss: 0.0311844 | Time: 5670.08 ms [2022-03-24 10:53:59 main:574] : INFO : Epoch 2029 | loss: 0.0311833 | val_loss: 0.0311836 | Time: 5779.17 ms [2022-03-24 10:54:05 main:574] : INFO : Epoch 2030 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 5355.46 ms [2022-03-24 10:54:10 main:574] : INFO : Epoch 2031 | loss: 0.0311812 | val_loss: 0.0311846 | Time: 5338.34 ms [2022-03-24 10:54:15 main:574] : INFO : Epoch 2032 | loss: 0.0311812 | val_loss: 0.0311803 | Time: 5305.29 ms [2022-03-24 10:54:21 main:574] : INFO : Epoch 2033 | loss: 0.031181 | val_loss: 0.03118 | Time: 5329.09 ms [2022-03-24 10:54:26 main:574] : INFO : Epoch 2034 | loss: 0.0311797 | val_loss: 0.0311792 | Time: 5302.29 ms [2022-03-24 10:54:31 main:574] : INFO : Epoch 2035 | loss: 0.031179 | val_loss: 0.031181 | Time: 5373.86 ms [2022-03-24 10:54:37 main:574] : INFO : Epoch 2036 | loss: 0.0311785 | val_loss: 0.031183 | Time: 5498.96 ms [2022-03-24 10:54:43 main:574] : INFO : Epoch 2037 | loss: 0.0311802 | val_loss: 0.0311796 | Time: 5680.25 ms [2022-03-24 10:54:48 main:574] : INFO : Epoch 2038 | loss: 0.0311794 | val_loss: 0.0311796 | Time: 5331.26 ms [2022-03-24 10:54:53 main:574] : INFO : Epoch 2039 | loss: 0.0311771 | val_loss: 0.0311816 | Time: 5546.54 ms [2022-03-24 10:54:59 main:574] : INFO : Epoch 2040 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 5360.86 ms [2022-03-24 10:55:04 main:574] : INFO : Epoch 2041 | loss: 0.0311778 | val_loss: 0.0311894 | Time: 5360.56 ms [2022-03-24 10:55:10 main:574] : INFO : Epoch 2042 | loss: 0.031186 | val_loss: 0.0311854 | Time: 5329.17 ms [2022-03-24 10:55:15 main:574] : INFO : Epoch 2043 | loss: 0.0311782 | val_loss: 0.0311815 | Time: 5370.31 ms [2022-03-24 10:55:20 main:574] : INFO : Epoch 2044 | loss: 0.0311782 | val_loss: 0.0311783 | Time: 5391.66 ms [2022-03-24 10:55:26 main:574] : INFO : Epoch 2045 | loss: 0.0311753 | val_loss: 0.031177 | Time: 5400.26 ms [2022-03-24 10:55:31 main:574] : INFO : Epoch 2046 | loss: 0.0311756 | val_loss: 0.0311789 | Time: 5272.75 ms [2022-03-24 10:55:36 main:574] : INFO : Epoch 2047 | loss: 0.0311754 | val_loss: 0.0311777 | Time: 5355.14 ms [2022-03-24 10:55:42 main:574] : INFO : Epoch 2048 | loss: 0.0311745 | val_loss: 0.0311788 | Time: 5377.2 ms [2022-03-24 10:55:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311788 [2022-03-24 10:55:42 main:603] : INFO : Saving end state to config to file [2022-03-24 10:55:42 main:608] : INFO : Success, exiting.. 10:55:42 (8832): 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)