Task 5301945
| Name | ParityMachine-1622601749-18297-1_0 |
| Workunit | 3190397 |
| Created | 6 Jun 2021, 0:09:39 UTC |
| Sent | 7 Jun 2021, 17:24:48 UTC |
| Report deadline | 14 Jun 2021, 17:24:48 UTC |
| Received | 9 Jun 2021, 9:32:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1832 |
| Run time | 3 hours 46 min 45 sec |
| CPU time | 1 hours 59 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 884.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 09:57:38 main:574] : INFO : Epoch 1579 | loss: 0.0311272 | val_loss: 0.0311636 | Time: 6320.76 ms [2021-06-08 09:57:44 main:574] : INFO : Epoch 1580 | loss: 0.0311275 | val_loss: 0.031162 | Time: 5340.95 ms [2021-06-08 09:57:49 main:574] : INFO : Epoch 1581 | loss: 0.0311292 | val_loss: 0.0311671 | Time: 5393.04 ms [2021-06-08 09:57:55 main:574] : INFO : Epoch 1582 | loss: 0.0311324 | val_loss: 0.0311583 | Time: 5258.68 ms [2021-06-08 09:58:00 main:574] : INFO : Epoch 1583 | loss: 0.0311294 | val_loss: 0.0311583 | Time: 5262.94 ms [2021-06-08 09:58:07 main:574] : INFO : Epoch 1584 | loss: 0.0311294 | val_loss: 0.0311615 | Time: 5268.04 ms [2021-06-08 09:58:12 main:574] : INFO : Epoch 1585 | loss: 0.0311277 | val_loss: 0.0311663 | Time: 5212.15 ms [2021-06-08 09:58:20 main:574] : INFO : Epoch 1586 | loss: 0.0311297 | val_loss: 0.0311645 | Time: 6999.91 ms [2021-06-08 09:58:26 main:574] : INFO : Epoch 1587 | loss: 0.0311298 | val_loss: 0.0311624 | Time: 6132.09 ms [2021-06-08 09:58:32 main:574] : INFO : Epoch 1588 | loss: 0.0311267 | val_loss: 0.0311568 | Time: 5897.89 ms [2021-06-08 09:58:40 main:574] : INFO : Epoch 1589 | loss: 0.0311258 | val_loss: 0.0311623 | Time: 6564.97 ms [2021-06-08 09:58:46 main:574] : INFO : Epoch 1590 | loss: 0.0311288 | val_loss: 0.0311736 | Time: 5644.14 ms [2021-06-08 09:58:52 main:574] : INFO : Epoch 1591 | loss: 0.0311319 | val_loss: 0.0311754 | Time: 5466.68 ms [2021-06-08 09:58:59 main:574] : INFO : Epoch 1592 | loss: 0.0311326 | val_loss: 0.0311731 | Time: 5449.09 ms [2021-06-08 09:59:12 main:574] : INFO : Epoch 1593 | loss: 0.0311318 | val_loss: 0.031159 | Time: 12223.1 ms [2021-06-08 09:59:19 main:574] : INFO : Epoch 1594 | loss: 0.0311291 | val_loss: 0.0311698 | Time: 5296.15 ms [2021-06-08 09:59:28 main:574] : INFO : Epoch 1595 | loss: 0.0311255 | val_loss: 0.0311637 | Time: 8422.98 ms [2021-06-08 09:59:36 main:574] : INFO : Epoch 1596 | loss: 0.0311241 | val_loss: 0.0311645 | Time: 5753.78 ms [2021-06-08 09:59:42 main:574] : INFO : Epoch 1597 | loss: 0.0311266 | val_loss: 0.0311621 | Time: 5290.11 ms [2021-06-08 09:59:48 main:574] : INFO : Epoch 1598 | loss: 0.0311243 | val_loss: 0.0311641 | Time: 5350.64 ms [2021-06-08 09:59:54 main:574] : INFO : Epoch 1599 | loss: 0.0311273 | val_loss: 0.0311663 | Time: 5341.43 ms [2021-06-08 10:00:01 main:574] : INFO : Epoch 1600 | loss: 0.0311294 | val_loss: 0.0311646 | Time: 5407.1 ms [2021-06-08 10:00:08 main:574] : INFO : Epoch 1601 | loss: 0.031125 | val_loss: 0.0311641 | Time: 5555.48 ms [2021-06-08 10:00:14 main:574] : INFO : Epoch 1602 | loss: 0.0311242 | val_loss: 0.0311614 | Time: 5587.06 ms [2021-06-08 10:00:22 main:574] : INFO : Epoch 1603 | loss: 0.031124 | val_loss: 0.0311601 | Time: 6555.48 ms [2021-06-08 10:00:27 main:574] : INFO : Epoch 1604 | loss: 0.031123 | val_loss: 0.0311651 | Time: 5271.57 ms [2021-06-08 10:00:34 main:574] : INFO : Epoch 1605 | loss: 0.0311242 | val_loss: 0.0311613 | Time: 5906.66 ms [2021-06-08 10:00:43 main:574] : INFO : Epoch 1606 | loss: 0.0311258 | val_loss: 0.0311627 | Time: 7118.44 ms [2021-06-08 10:00:49 main:574] : INFO : Epoch 1607 | loss: 0.0311241 | val_loss: 0.031162 | Time: 5356.6 ms [2021-06-08 10:00:55 main:574] : INFO : Epoch 1608 | loss: 0.0311239 | val_loss: 0.0311596 | Time: 5390.85 ms [2021-06-08 10:01:01 main:574] : INFO : Epoch 1609 | loss: 0.0311274 | val_loss: 0.0311616 | Time: 5333.73 ms [2021-06-08 10:01:08 main:574] : INFO : Epoch 1610 | loss: 0.0311247 | val_loss: 0.0311618 | Time: 5354.99 ms [2021-06-08 10:01:14 main:574] : INFO : Epoch 1611 | loss: 0.0311272 | val_loss: 0.0311635 | Time: 5361.52 ms [2021-06-08 10:01:20 main:574] : INFO : Epoch 1612 | loss: 0.0311284 | val_loss: 0.0311621 | Time: 5377.37 ms [2021-06-08 10:01:27 main:574] : INFO : Epoch 1613 | loss: 0.0311263 | val_loss: 0.0311653 | Time: 5269.57 ms [2021-06-08 10:01:33 main:574] : INFO : Epoch 1614 | loss: 0.0311252 | val_loss: 0.0311625 | Time: 5631.25 ms [2021-06-08 10:01:40 main:574] : INFO : Epoch 1615 | loss: 0.0311287 | val_loss: 0.0311629 | Time: 5776.76 ms [2021-06-08 10:01:46 main:574] : INFO : Epoch 1616 | loss: 0.0311264 | val_loss: 0.0311618 | Time: 5466.96 ms [2021-06-08 10:01:52 main:574] : INFO : Epoch 1617 | loss: 0.0311279 | val_loss: 0.0311644 | Time: 5399.31 ms [2021-06-08 10:01:59 main:574] : INFO : Epoch 1618 | loss: 0.0311271 | val_loss: 0.0311625 | Time: 5323.32 ms [2021-06-08 10:02:04 main:574] : INFO : Epoch 1619 | loss: 0.0311318 | val_loss: 0.0311637 | Time: 5473.55 ms [2021-06-08 10:02:10 main:574] : INFO : Epoch 1620 | loss: 0.0311307 | val_loss: 0.031163 | Time: 5335.19 ms [2021-06-08 10:02:16 main:574] : INFO : Epoch 1621 | loss: 0.0311314 | val_loss: 0.0311635 | Time: 5395.46 ms [2021-06-08 10:02:22 main:574] : INFO : Epoch 1622 | loss: 0.0311283 | val_loss: 0.031167 | Time: 5238.59 ms [2021-06-08 10:02:27 main:574] : INFO : Epoch 1623 | loss: 0.0311306 | val_loss: 0.0311606 | Time: 5324.52 ms [2021-06-08 10:02:33 main:574] : INFO : Epoch 1624 | loss: 0.0311309 | val_loss: 0.0311664 | Time: 5326.34 ms [2021-06-08 10:02:39 main:574] : INFO : Epoch 1625 | loss: 0.0311298 | val_loss: 0.031163 | Time: 5391.43 ms [2021-06-08 10:02:45 main:574] : INFO : Epoch 1626 | loss: 0.0311288 | val_loss: 0.0311657 | Time: 5398.27 ms [2021-06-08 10:02:51 main:574] : INFO : Epoch 1627 | loss: 0.0311277 | val_loss: 0.0311623 | Time: 5285.95 ms [2021-06-08 10:02:58 main:574] : INFO : Epoch 1628 | loss: 0.0311264 | val_loss: 0.0311648 | Time: 5339.68 ms [2021-06-08 10:03:04 main:574] : INFO : Epoch 1629 | loss: 0.0311254 | val_loss: 0.0311659 | Time: 5386.02 ms [2021-06-08 10:03:10 main:574] : INFO : Epoch 1630 | loss: 0.0311299 | val_loss: 0.0311611 | Time: 5271.15 ms [2021-06-08 10:03:16 main:574] : INFO : Epoch 1631 | loss: 0.0311297 | val_loss: 0.0311625 | Time: 5262.94 ms [2021-06-08 10:03:22 main:574] : INFO : Epoch 1632 | loss: 0.0311289 | val_loss: 0.0311599 | Time: 5377.33 ms [2021-06-08 10:03:28 main:574] : INFO : Epoch 1633 | loss: 0.0311282 | val_loss: 0.0311582 | Time: 5265.58 ms [2021-06-08 10:03:35 main:574] : INFO : Epoch 1634 | loss: 0.0311274 | val_loss: 0.0311637 | Time: 5459.67 ms [2021-06-08 10:03:41 main:574] : INFO : Epoch 1635 | loss: 0.03113 | val_loss: 0.0311626 | Time: 5739 ms [2021-06-08 10:03:47 main:574] : INFO : Epoch 1636 | loss: 0.0311297 | val_loss: 0.0311629 | Time: 5336.21 ms [2021-06-08 10:03:54 main:574] : INFO : Epoch 1637 | loss: 0.0311277 | val_loss: 0.0311581 | Time: 5606.51 ms [2021-06-08 10:04:00 main:574] : INFO : Epoch 1638 | loss: 0.0311303 | val_loss: 0.031174 | Time: 5335.13 ms [2021-06-08 10:04:06 main:574] : INFO : Epoch 1639 | loss: 0.0311267 | val_loss: 0.0311619 | Time: 5310.63 ms [2021-06-08 10:04:13 main:574] : INFO : Epoch 1640 | loss: 0.0311277 | val_loss: 0.0311607 | Time: 5361.55 ms [2021-06-08 10:04:19 main:574] : INFO : Epoch 1641 | loss: 0.0311332 | val_loss: 0.0311605 | Time: 5356.04 ms [2021-06-08 10:04:24 main:574] : INFO : Epoch 1642 | loss: 0.0311307 | val_loss: 0.0311585 | Time: 5297.85 ms [2021-06-08 10:04:30 main:574] : INFO : Epoch 1643 | loss: 0.0311294 | val_loss: 0.0311605 | Time: 5349.27 ms [2021-06-08 10:04:35 main:574] : INFO : Epoch 1644 | loss: 0.031128 | val_loss: 0.0311642 | Time: 5393.58 ms [2021-06-08 10:04:41 main:574] : INFO : Epoch 1645 | loss: 0.0311277 | val_loss: 0.03116 | Time: 5425.21 ms [2021-06-08 10:04:47 main:574] : INFO : Epoch 1646 | loss: 0.0311257 | val_loss: 0.03116 | Time: 5300.95 ms [2021-06-08 10:04:52 main:574] : INFO : Epoch 1647 | loss: 0.031125 | val_loss: 0.0311599 | Time: 5326.26 ms [2021-06-08 10:04:58 main:574] : INFO : Epoch 1648 | loss: 0.0311246 | val_loss: 0.031163 | Time: 5520.81 ms [2021-06-08 10:05:05 main:574] : INFO : Epoch 1649 | loss: 0.0311242 | val_loss: 0.0311641 | Time: 5524.05 ms [2021-06-08 10:05:11 main:574] : INFO : Epoch 1650 | loss: 0.0311245 | val_loss: 0.0311697 | Time: 6107.75 ms [2021-06-08 10:05:16 main:574] : INFO : Epoch 1651 | loss: 0.0311269 | val_loss: 0.0311623 | Time: 5311.87 ms [2021-06-08 10:05:22 main:574] : INFO : Epoch 1652 | loss: 0.0311257 | val_loss: 0.031164 | Time: 5261.61 ms [2021-06-08 10:05:28 main:574] : INFO : Epoch 1653 | loss: 0.031129 | val_loss: 0.0311669 | Time: 5272.91 ms [2021-06-08 10:05:33 main:574] : INFO : Epoch 1654 | loss: 0.0311278 | val_loss: 0.0311626 | Time: 5247.9 ms [2021-06-08 10:05:38 main:574] : INFO : Epoch 1655 | loss: 0.0311259 | val_loss: 0.0311605 | Time: 5317.45 ms [2021-06-08 10:05:44 main:574] : INFO : Epoch 1656 | loss: 0.0311277 | val_loss: 0.0311619 | Time: 5271.18 ms [2021-06-08 10:05:50 main:574] : INFO : Epoch 1657 | loss: 0.0311285 | val_loss: 0.0311647 | Time: 5882.51 ms [2021-06-08 10:05:56 main:574] : INFO : Epoch 1658 | loss: 0.0311261 | val_loss: 0.0311596 | Time: 5484.29 ms [2021-06-08 10:06:03 main:574] : INFO : Epoch 1659 | loss: 0.0311278 | val_loss: 0.0311637 | Time: 5354.42 ms [2021-06-08 10:06:09 main:574] : INFO : Epoch 1660 | loss: 0.0311284 | val_loss: 0.0311583 | Time: 5255.22 ms [2021-06-08 10:06:15 main:574] : INFO : Epoch 1661 | loss: 0.0311269 | val_loss: 0.0311611 | Time: 5404.36 ms [2021-06-08 10:06:21 main:574] : INFO : Epoch 1662 | loss: 0.031127 | val_loss: 0.0311616 | Time: 5454.44 ms [2021-06-08 10:06:28 main:574] : INFO : Epoch 1663 | loss: 0.0311298 | val_loss: 0.0311589 | Time: 5613.85 ms [2021-06-08 10:06:34 main:574] : INFO : Epoch 1664 | loss: 0.0311276 | val_loss: 0.0311633 | Time: 6110.63 ms [2021-06-08 10:06:41 main:574] : INFO : Epoch 1665 | loss: 0.0311248 | val_loss: 0.0311675 | Time: 6582.44 ms [2021-06-08 10:06:48 main:574] : INFO : Epoch 1666 | loss: 0.0311247 | val_loss: 0.0311749 | Time: 5656.32 ms [2021-06-08 10:06:54 main:574] : INFO : Epoch 1667 | loss: 0.0311251 | val_loss: 0.0311704 | Time: 5350.53 ms [2021-06-08 10:07:01 main:574] : INFO : Epoch 1668 | loss: 0.0311254 | val_loss: 0.0311631 | Time: 5620.23 ms [2021-06-08 10:07:07 main:574] : INFO : Epoch 1669 | loss: 0.0311305 | val_loss: 0.0311624 | Time: 5546.25 ms [2021-06-08 10:07:13 main:574] : INFO : Epoch 1670 | loss: 0.0311289 | val_loss: 0.0311608 | Time: 5254.47 ms [2021-06-08 10:07:20 main:574] : INFO : Epoch 1671 | loss: 0.0311281 | val_loss: 0.0311607 | Time: 5405.62 ms [2021-06-08 10:07:26 main:574] : INFO : Epoch 1672 | loss: 0.0311273 | val_loss: 0.0311703 | Time: 5326.54 ms [2021-06-08 10:07:32 main:574] : INFO : Epoch 1673 | loss: 0.0311276 | val_loss: 0.0311642 | Time: 5270.98 ms [2021-06-08 10:07:38 main:574] : INFO : Epoch 1674 | loss: 0.0311297 | val_loss: 0.0311642 | Time: 5250.88 ms [2021-06-08 10:07:43 main:574] : INFO : Epoch 1675 | loss: 0.0311305 | val_loss: 0.031171 | Time: 5238.53 ms [2021-06-08 10:07:49 main:574] : INFO : Epoch 1676 | loss: 0.0311571 | val_loss: 0.0311833 | Time: 5304.39 ms [2021-06-08 10:07:55 main:574] : INFO : Epoch 1677 | loss: 0.0313159 | val_loss: 0.0315871 | Time: 5334.21 ms [2021-06-08 10:08:04 main:574] : INFO : Epoch 1678 | loss: 0.0313504 | val_loss: 0.0312138 | Time: 6570.05 ms [2021-06-08 10:08:11 main:574] : INFO : Epoch 1679 | loss: 0.0312027 | val_loss: 0.0311793 | Time: 7201.74 ms [2021-06-08 10:08:26 main:574] : INFO : Epoch 1680 | loss: 0.0311464 | val_loss: 0.0311737 | Time: 14305 ms [2021-06-08 10:08:33 main:574] : INFO : Epoch 1681 | loss: 0.0311273 | val_loss: 0.0311698 | Time: 5640.57 ms [2021-06-08 10:08:40 main:574] : INFO : Epoch 1682 | loss: 0.0311217 | val_loss: 0.0311603 | Time: 6031.07 ms [2021-06-08 10:08:47 main:574] : INFO : Epoch 1683 | loss: 0.0311218 | val_loss: 0.0311617 | Time: 5322.76 ms [2021-06-08 10:08:53 main:574] : INFO : Epoch 1684 | loss: 0.031126 | val_loss: 0.0311624 | Time: 5327.02 ms [2021-06-08 10:09:00 main:574] : INFO : Epoch 1685 | loss: 0.0311241 | val_loss: 0.0311618 | Time: 5296.54 ms [2021-06-08 10:09:06 main:574] : INFO : Epoch 1686 | loss: 0.0311252 | val_loss: 0.0311638 | Time: 5753.47 ms [2021-06-08 10:09:13 main:574] : INFO : Epoch 1687 | loss: 0.0311262 | val_loss: 0.0311656 | Time: 5333.76 ms [2021-06-08 10:09:18 main:574] : INFO : Epoch 1688 | loss: 0.0311252 | val_loss: 0.0311615 | Time: 5491.72 ms [2021-06-08 10:09:24 main:574] : INFO : Epoch 1689 | loss: 0.031127 | val_loss: 0.0311606 | Time: 5334.89 ms [2021-06-08 10:09:29 main:574] : INFO : Epoch 1690 | loss: 0.0311298 | val_loss: 0.0311581 | Time: 5517.81 ms [2021-06-08 10:09:36 main:574] : INFO : Epoch 1691 | loss: 0.0311291 | val_loss: 0.0311645 | Time: 6109.1 ms [2021-06-08 10:09:43 main:574] : INFO : Epoch 1692 | loss: 0.0311233 | val_loss: 0.0311646 | Time: 5258 ms [2021-06-08 10:09:49 main:574] : INFO : Epoch 1693 | loss: 0.031124 | val_loss: 0.031169 | Time: 5285.76 ms [2021-06-08 10:09:55 main:574] : INFO : Epoch 1694 | loss: 0.0311221 | val_loss: 0.0311648 | Time: 5321.16 ms [2021-06-08 10:10:01 main:574] : INFO : Epoch 1695 | loss: 0.0311243 | val_loss: 0.0311644 | Time: 5248.48 ms [2021-06-08 10:10:06 main:574] : INFO : Epoch 1696 | loss: 0.0311216 | val_loss: 0.0311629 | Time: 5344.88 ms [2021-06-08 10:10:12 main:574] : INFO : Epoch 1697 | loss: 0.0311212 | val_loss: 0.0311643 | Time: 5302.91 ms [2021-06-08 10:10:18 main:574] : INFO : Epoch 1698 | loss: 0.031125 | val_loss: 0.0311674 | Time: 5238.81 ms [2021-06-08 10:10:24 main:574] : INFO : Epoch 1699 | loss: 0.0311318 | val_loss: 0.0311619 | Time: 5306.09 ms [2021-06-08 10:10:30 main:574] : INFO : Epoch 1700 | loss: 0.0311293 | val_loss: 0.0311655 | Time: 5220.48 ms [2021-06-08 10:10:35 main:574] : INFO : Epoch 1701 | loss: 0.0311272 | val_loss: 0.0311697 | Time: 5367.1 ms [2021-06-08 10:10:42 main:574] : INFO : Epoch 1702 | loss: 0.0311267 | val_loss: 0.031165 | Time: 5281.98 ms [2021-06-08 10:10:47 main:574] : INFO : Epoch 1703 | loss: 0.0311237 | val_loss: 0.0311616 | Time: 5305.49 ms [2021-06-08 10:10:53 main:574] : INFO : Epoch 1704 | loss: 0.0311227 | val_loss: 0.0311664 | Time: 5298.57 ms [2021-06-08 10:10:58 main:574] : INFO : Epoch 1705 | loss: 0.0311244 | val_loss: 0.0311675 | Time: 5360.51 ms [2021-06-08 10:11:04 main:574] : INFO : Epoch 1706 | loss: 0.0311263 | val_loss: 0.0311612 | Time: 5273.55 ms [2021-06-08 10:11:09 main:574] : INFO : Epoch 1707 | loss: 0.0311233 | val_loss: 0.0311633 | Time: 5339.09 ms [2021-06-08 10:11:15 main:574] : INFO : Epoch 1708 | loss: 0.0311222 | val_loss: 0.0311631 | Time: 5248.84 ms [2021-06-08 10:11:20 main:574] : INFO : Epoch 1709 | loss: 0.0311216 | val_loss: 0.0311677 | Time: 5361.05 ms [2021-06-08 10:11:26 main:574] : INFO : Epoch 1710 | loss: 0.0311211 | val_loss: 0.0311662 | Time: 5252.05 ms [2021-06-08 10:11:32 main:574] : INFO : Epoch 1711 | loss: 0.0311216 | val_loss: 0.0311712 | Time: 5269.71 ms [2021-06-08 10:11:39 main:574] : INFO : Epoch 1712 | loss: 0.0311209 | val_loss: 0.0311653 | Time: 5331.06 ms [2021-06-08 10:11:45 main:574] : INFO : Epoch 1713 | loss: 0.0311233 | val_loss: 0.0311618 | Time: 5326.32 ms [2021-06-08 10:11:51 main:574] : INFO : Epoch 1714 | loss: 0.0311226 | val_loss: 0.0311664 | Time: 5258.46 ms [2021-06-08 10:11:57 main:574] : INFO : Epoch 1715 | loss: 0.0311209 | val_loss: 0.0311665 | Time: 5303.73 ms [2021-06-08 10:12:03 main:574] : INFO : Epoch 1716 | loss: 0.0311206 | val_loss: 0.0311643 | Time: 5464.81 ms [2021-06-08 10:12:10 main:574] : INFO : Epoch 1717 | loss: 0.0311185 | val_loss: 0.0311642 | Time: 5413.63 ms [2021-06-08 10:12:15 main:574] : INFO : Epoch 1718 | loss: 0.0311216 | val_loss: 0.0311608 | Time: 5287.83 ms [2021-06-08 10:12:21 main:574] : INFO : Epoch 1719 | loss: 0.0311208 | val_loss: 0.0311623 | Time: 5244.2 ms [2021-06-08 10:12:26 main:574] : INFO : Epoch 1720 | loss: 0.0311203 | val_loss: 0.031159 | Time: 5290.24 ms [2021-06-08 10:12:32 main:574] : INFO : Epoch 1721 | loss: 0.0311223 | val_loss: 0.0311667 | Time: 5314.02 ms [2021-06-08 10:12:37 main:574] : INFO : Epoch 1722 | loss: 0.0311214 | val_loss: 0.0311597 | Time: 5254.2 ms [2021-06-08 10:12:42 main:574] : INFO : Epoch 1723 | loss: 0.0311178 | val_loss: 0.0311616 | Time: 5278.14 ms [2021-06-08 10:12:48 main:574] : INFO : Epoch 1724 | loss: 0.0311158 | val_loss: 0.0311653 | Time: 5334 ms [2021-06-08 10:12:53 main:574] : INFO : Epoch 1725 | loss: 0.0311162 | val_loss: 0.0311637 | Time: 5316.46 ms [2021-06-08 10:12:59 main:574] : INFO : Epoch 1726 | loss: 0.0311189 | val_loss: 0.0311649 | Time: 5252.3 ms [2021-06-08 10:13:04 main:574] : INFO : Epoch 1727 | loss: 0.0311191 | val_loss: 0.0311638 | Time: 5292.25 ms [2021-06-08 10:13:10 main:574] : INFO : Epoch 1728 | loss: 0.0311217 | val_loss: 0.0311732 | Time: 5226.94 ms [2021-06-08 10:13:15 main:574] : INFO : Epoch 1729 | loss: 0.0311255 | val_loss: 0.031166 | Time: 5253.49 ms [2021-06-08 10:13:21 main:574] : INFO : Epoch 1730 | loss: 0.0311375 | val_loss: 0.0311661 | Time: 5313.59 ms [2021-06-08 10:13:26 main:574] : INFO : Epoch 1731 | loss: 0.0311357 | val_loss: 0.0311631 | Time: 5283.58 ms [2021-06-08 10:13:32 main:574] : INFO : Epoch 1732 | loss: 0.0311359 | val_loss: 0.0311628 | Time: 5361.57 ms [2021-06-08 10:13:38 main:574] : INFO : Epoch 1733 | loss: 0.0311327 | val_loss: 0.0311633 | Time: 5254.5 ms [2021-06-08 10:13:43 main:574] : INFO : Epoch 1734 | loss: 0.0311316 | val_loss: 0.0311643 | Time: 5281.39 ms [2021-06-08 10:13:49 main:574] : INFO : Epoch 1735 | loss: 0.0311307 | val_loss: 0.031164 | Time: 5311.11 ms [2021-06-08 10:13:55 main:574] : INFO : Epoch 1736 | loss: 0.0311298 | val_loss: 0.0311684 | Time: 5323.29 ms [2021-06-08 10:14:01 main:574] : INFO : Epoch 1737 | loss: 0.0311301 | val_loss: 0.0311699 | Time: 5306.76 ms [2021-06-08 10:14:06 main:574] : INFO : Epoch 1738 | loss: 0.0311276 | val_loss: 0.0311647 | Time: 5273.23 ms [2021-06-08 10:14:12 main:574] : INFO : Epoch 1739 | loss: 0.0311286 | val_loss: 0.0311648 | Time: 5276.66 ms [2021-06-08 10:14:18 main:574] : INFO : Epoch 1740 | loss: 0.0311262 | val_loss: 0.0311671 | Time: 5993.66 ms [2021-06-08 10:14:23 main:574] : INFO : Epoch 1741 | loss: 0.0311254 | val_loss: 0.0311681 | Time: 5348.03 ms [2021-06-08 10:14:30 main:574] : INFO : Epoch 1742 | loss: 0.0311244 | val_loss: 0.0311671 | Time: 5265.17 ms [2021-06-08 10:14:35 main:574] : INFO : Epoch 1743 | loss: 0.0311236 | val_loss: 0.0311724 | Time: 5291.79 ms [2021-06-08 10:14:41 main:574] : INFO : Epoch 1744 | loss: 0.0311232 | val_loss: 0.0311694 | Time: 5315.47 ms [2021-06-08 10:14:47 main:574] : INFO : Epoch 1745 | loss: 0.0311225 | val_loss: 0.0311687 | Time: 5404.9 ms [2021-06-08 10:14:52 main:574] : INFO : Epoch 1746 | loss: 0.0311229 | val_loss: 0.0311678 | Time: 5301.93 ms [2021-06-08 10:14:58 main:574] : INFO : Epoch 1747 | loss: 0.0311228 | val_loss: 0.0311668 | Time: 5302.63 ms [2021-06-08 10:15:03 main:574] : INFO : Epoch 1748 | loss: 0.0311225 | val_loss: 0.0311678 | Time: 5293.14 ms [2021-06-08 10:15:09 main:574] : INFO : Epoch 1749 | loss: 0.0311237 | val_loss: 0.0311713 | Time: 5251.12 ms [2021-06-08 10:15:14 main:574] : INFO : Epoch 1750 | loss: 0.0311259 | val_loss: 0.0311659 | Time: 5290.35 ms [2021-06-08 10:15:20 main:574] : INFO : Epoch 1751 | loss: 0.031125 | val_loss: 0.0311655 | Time: 5339.53 ms [2021-06-08 10:15:25 main:574] : INFO : Epoch 1752 | loss: 0.0311301 | val_loss: 0.0311711 | Time: 5266.2 ms [2021-06-08 10:15:31 main:574] : INFO : Epoch 1753 | loss: 0.0311306 | val_loss: 0.0311655 | Time: 5379.01 ms [2021-06-08 10:15:36 main:574] : INFO : Epoch 1754 | loss: 0.0311303 | val_loss: 0.0311677 | Time: 5285.59 ms [2021-06-08 10:15:41 main:574] : INFO : Epoch 1755 | loss: 0.0311312 | val_loss: 0.0311677 | Time: 5285.26 ms [2021-06-08 10:15:47 main:574] : INFO : Epoch 1756 | loss: 0.0311295 | val_loss: 0.0311623 | Time: 5319.94 ms [2021-06-08 10:15:52 main:574] : INFO : Epoch 1757 | loss: 0.0311285 | val_loss: 0.0311646 | Time: 5303.76 ms [2021-06-08 10:15:58 main:574] : INFO : Epoch 1758 | loss: 0.0311273 | val_loss: 0.0311636 | Time: 5367.06 ms [2021-06-08 10:16:04 main:574] : INFO : Epoch 1759 | loss: 0.031127 | val_loss: 0.0311667 | Time: 5345.47 ms [2021-06-08 10:16:09 main:574] : INFO : Epoch 1760 | loss: 0.0311257 | val_loss: 0.0311706 | Time: 5372.48 ms [2021-06-08 10:16:15 main:574] : INFO : Epoch 1761 | loss: 0.031128 | val_loss: 0.0311663 | Time: 5438.68 ms [2021-06-08 10:16:20 main:574] : INFO : Epoch 1762 | loss: 0.0311312 | val_loss: 0.0311617 | Time: 5288.47 ms [2021-06-08 10:16:26 main:574] : INFO : Epoch 1763 | loss: 0.0311239 | val_loss: 0.0311641 | Time: 5301.88 ms [2021-06-08 10:16:32 main:574] : INFO : Epoch 1764 | loss: 0.0311225 | val_loss: 0.031165 | Time: 5254.33 ms [2021-06-08 10:16:39 main:574] : INFO : Epoch 1765 | loss: 0.0311237 | val_loss: 0.031167 | Time: 5312.06 ms [2021-06-08 10:16:45 main:574] : INFO : Epoch 1766 | loss: 0.031126 | val_loss: 0.0311663 | Time: 5283.82 ms [2021-06-08 10:16:51 main:574] : INFO : Epoch 1767 | loss: 0.0311262 | val_loss: 0.0311682 | Time: 5273.34 ms [2021-06-08 10:16:56 main:574] : INFO : Epoch 1768 | loss: 0.0311252 | val_loss: 0.0311686 | Time: 5333.3 ms [2021-06-08 10:17:02 main:574] : INFO : Epoch 1769 | loss: 0.0311258 | val_loss: 0.0311621 | Time: 5356.58 ms [2021-06-08 10:17:08 main:574] : INFO : Epoch 1770 | loss: 0.0311299 | val_loss: 0.0311677 | Time: 5283.1 ms [2021-06-08 10:17:13 main:574] : INFO : Epoch 1771 | loss: 0.0311388 | val_loss: 0.0311614 | Time: 5285.77 ms [2021-06-08 10:17:19 main:574] : INFO : Epoch 1772 | loss: 0.0311335 | val_loss: 0.0311647 | Time: 5316.02 ms [2021-06-08 10:17:24 main:574] : INFO : Epoch 1773 | loss: 0.0311325 | val_loss: 0.031165 | Time: 5359.77 ms [2021-06-08 10:17:30 main:574] : INFO : Epoch 1774 | loss: 0.0311309 | val_loss: 0.0311642 | Time: 5345.81 ms [2021-06-08 10:17:35 main:574] : INFO : Epoch 1775 | loss: 0.0311394 | val_loss: 0.0311565 | Time: 5331.76 ms [2021-06-08 10:17:41 main:574] : INFO : Epoch 1776 | loss: 0.0311362 | val_loss: 0.0311573 | Time: 5280.78 ms [2021-06-08 10:17:46 main:574] : INFO : Epoch 1777 | loss: 0.0311362 | val_loss: 0.0311602 | Time: 5272.33 ms [2021-06-08 10:17:51 main:574] : INFO : Epoch 1778 | loss: 0.03113 | val_loss: 0.0311601 | Time: 5334.77 ms [2021-06-08 10:17:57 main:574] : INFO : Epoch 1779 | loss: 0.0311271 | val_loss: 0.0311558 | Time: 5217.44 ms [2021-06-08 10:18:02 main:574] : INFO : Epoch 1780 | loss: 0.0311281 | val_loss: 0.0311568 | Time: 5331.28 ms [2021-06-08 10:18:08 main:574] : INFO : Epoch 1781 | loss: 0.0311324 | val_loss: 0.0311606 | Time: 5304.32 ms [2021-06-08 10:18:13 main:574] : INFO : Epoch 1782 | loss: 0.0311306 | val_loss: 0.0311614 | Time: 5333.11 ms [2021-06-08 10:18:20 main:574] : INFO : Epoch 1783 | loss: 0.0311269 | val_loss: 0.0311574 | Time: 5471.1 ms [2021-06-08 10:18:25 main:574] : INFO : Epoch 1784 | loss: 0.0311319 | val_loss: 0.0311596 | Time: 5360.03 ms [2021-06-08 10:18:31 main:574] : INFO : Epoch 1785 | loss: 0.0311307 | val_loss: 0.0311582 | Time: 5374.56 ms [2021-06-08 10:18:36 main:574] : INFO : Epoch 1786 | loss: 0.0311319 | val_loss: 0.0311617 | Time: 5351.27 ms [2021-06-08 10:18:42 main:574] : INFO : Epoch 1787 | loss: 0.0311319 | val_loss: 0.0311567 | Time: 5276.84 ms [2021-06-08 10:18:48 main:574] : INFO : Epoch 1788 | loss: 0.0311287 | val_loss: 0.0311586 | Time: 5292.13 ms [2021-06-08 10:18:53 main:574] : INFO : Epoch 1789 | loss: 0.0311271 | val_loss: 0.0311558 | Time: 5315.83 ms [2021-06-08 10:18:58 main:574] : INFO : Epoch 1790 | loss: 0.0311266 | val_loss: 0.0311636 | Time: 5235.62 ms [2021-06-08 10:19:04 main:574] : INFO : Epoch 1791 | loss: 0.0311283 | val_loss: 0.0311618 | Time: 5351.85 ms [2021-06-08 10:19:09 main:574] : INFO : Epoch 1792 | loss: 0.0311276 | val_loss: 0.0311566 | Time: 5280.28 ms [2021-06-08 10:19:15 main:574] : INFO : Epoch 1793 | loss: 0.0311313 | val_loss: 0.031168 | Time: 5324.92 ms [2021-06-08 10:19:20 main:574] : INFO : Epoch 1794 | loss: 0.0311297 | val_loss: 0.0311626 | Time: 5265.05 ms [2021-06-08 10:19:26 main:574] : INFO : Epoch 1795 | loss: 0.0311272 | val_loss: 0.0311596 | Time: 5332.7 ms [2021-06-08 10:19:31 main:574] : INFO : Epoch 1796 | loss: 0.031125 | val_loss: 0.0311575 | Time: 5317.95 ms [2021-06-08 10:19:37 main:574] : INFO : Epoch 1797 | loss: 0.0311256 | val_loss: 0.0311718 | Time: 5311.71 ms [2021-06-08 10:19:42 main:574] : INFO : Epoch 1798 | loss: 0.0311254 | val_loss: 0.0311648 | Time: 5301.65 ms [2021-06-08 10:19:47 main:574] : INFO : Epoch 1799 | loss: 0.0311269 | val_loss: 0.0311661 | Time: 5336.45 ms [2021-06-08 10:19:53 main:574] : INFO : Epoch 1800 | loss: 0.0311292 | val_loss: 0.0311612 | Time: 5314.78 ms [2021-06-08 10:19:59 main:574] : INFO : Epoch 1801 | loss: 0.0311237 | val_loss: 0.0311639 | Time: 5343.4 ms [2021-06-08 10:20:04 main:574] : INFO : Epoch 1802 | loss: 0.0311208 | val_loss: 0.0311636 | Time: 5289.91 ms [2021-06-08 10:20:10 main:574] : INFO : Epoch 1803 | loss: 0.03112 | val_loss: 0.0311629 | Time: 5279.26 ms [2021-06-08 10:20:16 main:574] : INFO : Epoch 1804 | loss: 0.0311251 | val_loss: 0.0311624 | Time: 5543.82 ms [2021-06-08 10:20:22 main:574] : INFO : Epoch 1805 | loss: 0.0311213 | val_loss: 0.031172 | Time: 5245.35 ms [2021-06-08 10:20:28 main:574] : INFO : Epoch 1806 | loss: 0.0311235 | val_loss: 0.0311624 | Time: 5384.95 ms [2021-06-08 10:20:33 main:574] : INFO : Epoch 1807 | loss: 0.0311219 | val_loss: 0.0311648 | Time: 5328.51 ms [2021-06-08 10:20:40 main:574] : INFO : Epoch 1808 | loss: 0.0311208 | val_loss: 0.0311639 | Time: 5325.62 ms [2021-06-08 10:20:45 main:574] : INFO : Epoch 1809 | loss: 0.0311215 | val_loss: 0.0311655 | Time: 5294.44 ms [2021-06-08 10:20:51 main:574] : INFO : Epoch 1810 | loss: 0.0311227 | val_loss: 0.0311648 | Time: 5399.17 ms [2021-06-08 10:20:56 main:574] : INFO : Epoch 1811 | loss: 0.0311214 | val_loss: 0.0311643 | Time: 5374.26 ms [2021-06-08 10:21:02 main:574] : INFO : Epoch 1812 | loss: 0.0311185 | val_loss: 0.0311639 | Time: 5324.07 ms [2021-06-08 10:21:07 main:574] : INFO : Epoch 1813 | loss: 0.0311182 | val_loss: 0.0311638 | Time: 5250.95 ms [2021-06-08 10:21:12 main:574] : INFO : Epoch 1814 | loss: 0.0311179 | val_loss: 0.0311674 | Time: 5346.53 ms [2021-06-08 10:21:18 main:574] : INFO : Epoch 1815 | loss: 0.0311228 | val_loss: 0.0311655 | Time: 5460.13 ms [2021-06-08 10:21:25 main:574] : INFO : Epoch 1816 | loss: 0.031119 | val_loss: 0.0311648 | Time: 5394.61 ms [2021-06-08 10:21:30 main:574] : INFO : Epoch 1817 | loss: 0.0311168 | val_loss: 0.0311669 | Time: 5345.13 ms [2021-06-08 10:21:36 main:574] : INFO : Epoch 1818 | loss: 0.0311173 | val_loss: 0.0311686 | Time: 5429.55 ms [2021-06-08 10:21:43 main:574] : INFO : Epoch 1819 | loss: 0.0311165 | val_loss: 0.0311706 | Time: 5430.46 ms [2021-06-08 10:21:48 main:574] : INFO : Epoch 1820 | loss: 0.0311168 | val_loss: 0.0311652 | Time: 5411.51 ms [2021-06-08 10:21:54 main:574] : INFO : Epoch 1821 | loss: 0.0311144 | val_loss: 0.0311735 | Time: 5402.48 ms [2021-06-08 10:22:00 main:574] : INFO : Epoch 1822 | loss: 0.0311145 | val_loss: 0.0311663 | Time: 5276.16 ms [2021-06-08 10:22:05 main:574] : INFO : Epoch 1823 | loss: 0.0311157 | val_loss: 0.0311642 | Time: 5276.04 ms [2021-06-08 10:22:12 main:574] : INFO : Epoch 1824 | loss: 0.0311163 | val_loss: 0.0311646 | Time: 5312.97 ms [2021-06-08 10:22:18 main:574] : INFO : Epoch 1825 | loss: 0.0311174 | val_loss: 0.0311641 | Time: 5308.99 ms [2021-06-08 10:22:24 main:574] : INFO : Epoch 1826 | loss: 0.0311171 | val_loss: 0.0311651 | Time: 5445.39 ms [2021-06-08 10:22:29 main:574] : INFO : Epoch 1827 | loss: 0.0311181 | val_loss: 0.0311776 | Time: 5279.43 ms [2021-06-08 10:22:34 main:574] : INFO : Epoch 1828 | loss: 0.0311155 | val_loss: 0.0311677 | Time: 5253.12 ms [2021-06-08 10:22:40 main:574] : INFO : Epoch 1829 | loss: 0.0311169 | val_loss: 0.0311645 | Time: 5278.64 ms [2021-06-08 10:22:46 main:574] : INFO : Epoch 1830 | loss: 0.0311164 | val_loss: 0.0311643 | Time: 5319.11 ms [2021-06-08 10:22:51 main:574] : INFO : Epoch 1831 | loss: 0.0311177 | val_loss: 0.0311642 | Time: 5243.75 ms [2021-06-08 10:22:57 main:574] : INFO : Epoch 1832 | loss: 0.0311195 | val_loss: 0.0311667 | Time: 5298.9 ms [2021-06-08 10:23:03 main:574] : INFO : Epoch 1833 | loss: 0.0311195 | val_loss: 0.0311715 | Time: 5358.01 ms [2021-06-08 10:23:09 main:574] : INFO : Epoch 1834 | loss: 0.0311188 | val_loss: 0.0311644 | Time: 5333.58 ms [2021-06-08 10:23:15 main:574] : INFO : Epoch 1835 | loss: 0.0311194 | val_loss: 0.0311656 | Time: 5302.76 ms [2021-06-08 10:23:20 main:574] : INFO : Epoch 1836 | loss: 0.0311181 | val_loss: 0.0311639 | Time: 5389.62 ms [2021-06-08 10:23:26 main:574] : INFO : Epoch 1837 | loss: 0.0311179 | val_loss: 0.0311631 | Time: 5308.92 ms [2021-06-08 10:23:32 main:574] : INFO : Epoch 1838 | loss: 0.031122 | val_loss: 0.0311658 | Time: 5322.36 ms [2021-06-08 10:23:37 main:574] : INFO : Epoch 1839 | loss: 0.0311255 | val_loss: 0.0311659 | Time: 5310.36 ms [2021-06-08 10:23:43 main:574] : INFO : Epoch 1840 | loss: 0.031123 | val_loss: 0.0311645 | Time: 5307.02 ms [2021-06-08 10:23:49 main:574] : INFO : Epoch 1841 | loss: 0.0311287 | val_loss: 0.0311656 | Time: 5305.05 ms [2021-06-08 10:23:54 main:574] : INFO : Epoch 1842 | loss: 0.0311278 | val_loss: 0.031169 | Time: 5288.82 ms [2021-06-08 10:24:00 main:574] : INFO : Epoch 1843 | loss: 0.0311266 | val_loss: 0.0311641 | Time: 5446.59 ms [2021-06-08 10:24:05 main:574] : INFO : Epoch 1844 | loss: 0.0311242 | val_loss: 0.0311661 | Time: 5457.06 ms [2021-06-08 10:24:11 main:574] : INFO : Epoch 1845 | loss: 0.0311214 | val_loss: 0.0311735 | Time: 5331.22 ms [2021-06-08 10:24:16 main:574] : INFO : Epoch 1846 | loss: 0.0311238 | val_loss: 0.0311641 | Time: 5290 ms [2021-06-08 10:24:22 main:574] : INFO : Epoch 1847 | loss: 0.0311202 | val_loss: 0.0311664 | Time: 5383.42 ms [2021-06-08 10:24:27 main:574] : INFO : Epoch 1848 | loss: 0.0311199 | val_loss: 0.0311647 | Time: 5302.99 ms [2021-06-08 10:24:33 main:574] : INFO : Epoch 1849 | loss: 0.0311224 | val_loss: 0.0311605 | Time: 5373.65 ms [2021-06-08 10:24:40 main:574] : INFO : Epoch 1850 | loss: 0.031125 | val_loss: 0.0311712 | Time: 5299.47 ms [2021-06-08 10:24:46 main:574] : INFO : Epoch 1851 | loss: 0.0311233 | val_loss: 0.0311602 | Time: 5415.51 ms [2021-06-08 10:24:52 main:574] : INFO : Epoch 1852 | loss: 0.031119 | val_loss: 0.0311632 | Time: 5387 ms [2021-06-08 10:24:57 main:574] : INFO : Epoch 1853 | loss: 0.031117 | val_loss: 0.0311646 | Time: 5296.22 ms [2021-06-08 10:25:04 main:574] : INFO : Epoch 1854 | loss: 0.0311168 | val_loss: 0.0311608 | Time: 5269.84 ms [2021-06-08 10:25:10 main:574] : INFO : Epoch 1855 | loss: 0.031116 | val_loss: 0.0311669 | Time: 5366.12 ms [2021-06-08 10:25:15 main:574] : INFO : Epoch 1856 | loss: 0.0311213 | val_loss: 0.0311672 | Time: 5295.17 ms [2021-06-08 10:25:21 main:574] : INFO : Epoch 1857 | loss: 0.031122 | val_loss: 0.0311701 | Time: 5301.36 ms [2021-06-08 10:25:26 main:574] : INFO : Epoch 1858 | loss: 0.0311256 | val_loss: 0.0311645 | Time: 5337.12 ms [2021-06-08 10:25:32 main:574] : INFO : Epoch 1859 | loss: 0.0311199 | val_loss: 0.0311618 | Time: 5354.63 ms [2021-06-08 10:25:39 main:574] : INFO : Epoch 1860 | loss: 0.0311206 | val_loss: 0.0311643 | Time: 5326.19 ms [2021-06-08 10:25:44 main:574] : INFO : Epoch 1861 | loss: 0.0311227 | val_loss: 0.0311672 | Time: 5293.77 ms [2021-06-08 10:25:50 main:574] : INFO : Epoch 1862 | loss: 0.03112 | val_loss: 0.0311635 | Time: 5312.46 ms [2021-06-08 10:25:56 main:574] : INFO : Epoch 1863 | loss: 0.0311154 | val_loss: 0.0311629 | Time: 5285.75 ms [2021-06-08 10:26:01 main:574] : INFO : Epoch 1864 | loss: 0.0311151 | val_loss: 0.0311598 | Time: 5347.03 ms [2021-06-08 10:26:07 main:574] : INFO : Epoch 1865 | loss: 0.0311164 | val_loss: 0.0311701 | Time: 5271.93 ms [2021-06-08 10:26:12 main:574] : INFO : Epoch 1866 | loss: 0.0311163 | val_loss: 0.0311735 | Time: 5249.82 ms [2021-06-08 10:26:18 main:574] : INFO : Epoch 1867 | loss: 0.0311168 | val_loss: 0.0311688 | Time: 5263.98 ms [2021-06-08 10:26:23 main:574] : INFO : Epoch 1868 | loss: 0.0311153 | val_loss: 0.0311658 | Time: 5330.45 ms [2021-06-08 10:26:28 main:574] : INFO : Epoch 1869 | loss: 0.0311137 | val_loss: 0.0311677 | Time: 5246.8 ms [2021-06-08 10:26:34 main:574] : INFO : Epoch 1870 | loss: 0.0311137 | val_loss: 0.0311593 | Time: 5309.17 ms [2021-06-08 10:26:40 main:574] : INFO : Epoch 1871 | loss: 0.0311126 | val_loss: 0.0311687 | Time: 6065.17 ms [2021-06-08 10:26:46 main:574] : INFO : Epoch 1872 | loss: 0.0311157 | val_loss: 0.0311658 | Time: 5413.15 ms [2021-06-08 10:26:51 main:574] : INFO : Epoch 1873 | loss: 0.0311125 | val_loss: 0.0311684 | Time: 5350.46 ms [2021-06-08 10:26:57 main:574] : INFO : Epoch 1874 | loss: 0.0311111 | val_loss: 0.0311679 | Time: 5294.3 ms [2021-06-08 10:27:02 main:574] : INFO : Epoch 1875 | loss: 0.0311112 | val_loss: 0.0311648 | Time: 5311.21 ms [2021-06-08 10:27:08 main:574] : INFO : Epoch 1876 | loss: 0.0311118 | val_loss: 0.0311649 | Time: 5285.49 ms [2021-06-08 10:27:13 main:574] : INFO : Epoch 1877 | loss: 0.0311226 | val_loss: 0.0311661 | Time: 5312.84 ms [2021-06-08 10:27:19 main:574] : INFO : Epoch 1878 | loss: 0.0311175 | val_loss: 0.031166 | Time: 5392.69 ms [2021-06-08 10:27:24 main:574] : INFO : Epoch 1879 | loss: 0.0311155 | val_loss: 0.0311681 | Time: 5347.71 ms [2021-06-08 10:27:30 main:574] : INFO : Epoch 1880 | loss: 0.0311183 | val_loss: 0.0311708 | Time: 5323.04 ms [2021-06-08 10:27:36 main:574] : INFO : Epoch 1881 | loss: 0.0311185 | val_loss: 0.0311632 | Time: 5416.76 ms [2021-06-08 10:27:41 main:574] : INFO : Epoch 1882 | loss: 0.0311191 | val_loss: 0.0311615 | Time: 5284.28 ms [2021-06-08 10:27:48 main:574] : INFO : Epoch 1883 | loss: 0.0311209 | val_loss: 0.0311665 | Time: 5336.45 ms [2021-06-08 10:27:54 main:574] : INFO : Epoch 1884 | loss: 0.0311338 | val_loss: 0.0311659 | Time: 5267.39 ms [2021-06-08 10:27:59 main:574] : INFO : Epoch 1885 | loss: 0.0311328 | val_loss: 0.0311614 | Time: 5269.01 ms [2021-06-08 10:28:05 main:574] : INFO : Epoch 1886 | loss: 0.0311305 | val_loss: 0.0311653 | Time: 5434.01 ms [2021-06-08 10:28:11 main:574] : INFO : Epoch 1887 | loss: 0.0311273 | val_loss: 0.031167 | Time: 5408.67 ms [2021-06-08 10:28:16 main:574] : INFO : Epoch 1888 | loss: 0.0311251 | val_loss: 0.0311615 | Time: 5338.04 ms [2021-06-08 10:28:21 main:574] : INFO : Epoch 1889 | loss: 0.0311249 | val_loss: 0.0311634 | Time: 5391.17 ms [2021-06-08 10:28:27 main:574] : INFO : Epoch 1890 | loss: 0.0311277 | val_loss: 0.0311699 | Time: 5339.99 ms [2021-06-08 10:28:32 main:574] : INFO : Epoch 1891 | loss: 0.031128 | val_loss: 0.0311657 | Time: 5287.27 ms [2021-06-08 10:28:38 main:574] : INFO : Epoch 1892 | loss: 0.0311264 | val_loss: 0.0311631 | Time: 5285.28 ms [2021-06-08 10:28:45 main:574] : INFO : Epoch 1893 | loss: 0.0311241 | val_loss: 0.031162 | Time: 5309.62 ms [2021-06-08 10:28:50 main:574] : INFO : Epoch 1894 | loss: 0.0311234 | val_loss: 0.0311678 | Time: 5260.37 ms [2021-06-08 10:28:55 main:574] : INFO : Epoch 1895 | loss: 0.0311282 | val_loss: 0.0311672 | Time: 5277.25 ms [2021-06-08 10:29:01 main:574] : INFO : Epoch 1896 | loss: 0.0311251 | val_loss: 0.03116 | Time: 5248.55 ms [2021-06-08 10:29:06 main:574] : INFO : Epoch 1897 | loss: 0.0311222 | val_loss: 0.0311759 | Time: 5282.35 ms [2021-06-08 10:29:12 main:574] : INFO : Epoch 1898 | loss: 0.0311221 | val_loss: 0.0311693 | Time: 5281.19 ms [2021-06-08 10:29:17 main:574] : INFO : Epoch 1899 | loss: 0.0311213 | val_loss: 0.031159 | Time: 5227.63 ms [2021-06-08 10:29:23 main:574] : INFO : Epoch 1900 | loss: 0.0311214 | val_loss: 0.031166 | Time: 5287.79 ms [2021-06-08 10:29:28 main:574] : INFO : Epoch 1901 | loss: 0.0311198 | val_loss: 0.0311608 | Time: 5218.92 ms [2021-06-08 10:29:34 main:574] : INFO : Epoch 1902 | loss: 0.03112 | val_loss: 0.0311605 | Time: 5320.95 ms [2021-06-08 10:29:39 main:574] : INFO : Epoch 1903 | loss: 0.0311165 | val_loss: 0.0311629 | Time: 5229.84 ms [2021-06-08 10:29:46 main:574] : INFO : Epoch 1904 | loss: 0.0311184 | val_loss: 0.0311624 | Time: 5370.02 ms [2021-06-08 10:29:51 main:574] : INFO : Epoch 1905 | loss: 0.0311187 | val_loss: 0.0311633 | Time: 5337.31 ms [2021-06-08 10:29:57 main:574] : INFO : Epoch 1906 | loss: 0.0311163 | val_loss: 0.0311624 | Time: 5264.43 ms [2021-06-08 10:30:03 main:574] : INFO : Epoch 1907 | loss: 0.0311245 | val_loss: 0.0311686 | Time: 5237.94 ms [2021-06-08 10:30:08 main:574] : INFO : Epoch 1908 | loss: 0.0311244 | val_loss: 0.0311654 | Time: 5330.88 ms [2021-06-08 10:30:14 main:574] : INFO : Epoch 1909 | loss: 0.0311209 | val_loss: 0.0311609 | Time: 5327.78 ms [2021-06-08 10:30:19 main:574] : INFO : Epoch 1910 | loss: 0.0311185 | val_loss: 0.0311646 | Time: 5309.68 ms [2021-06-08 10:30:25 main:574] : INFO : Epoch 1911 | loss: 0.0311172 | val_loss: 0.0311642 | Time: 5294.69 ms [2021-06-08 10:30:30 main:574] : INFO : Epoch 1912 | loss: 0.0311175 | val_loss: 0.0311635 | Time: 5264.56 ms [2021-06-08 10:30:35 main:574] : INFO : Epoch 1913 | loss: 0.0311175 | val_loss: 0.0311644 | Time: 5318.76 ms [2021-06-08 10:30:41 main:574] : INFO : Epoch 1914 | loss: 0.0311209 | val_loss: 0.0311691 | Time: 5252.16 ms [2021-06-08 10:30:46 main:574] : INFO : Epoch 1915 | loss: 0.0311309 | val_loss: 0.0311634 | Time: 5274.9 ms [2021-06-08 10:30:52 main:574] : INFO : Epoch 1916 | loss: 0.0311411 | val_loss: 0.0311637 | Time: 5230.73 ms [2021-06-08 10:30:57 main:574] : INFO : Epoch 1917 | loss: 0.0311386 | val_loss: 0.0311682 | Time: 5263.44 ms [2021-06-08 10:31:02 main:574] : INFO : Epoch 1918 | loss: 0.0311347 | val_loss: 0.0311644 | Time: 5266 ms [2021-06-08 10:31:08 main:574] : INFO : Epoch 1919 | loss: 0.0311333 | val_loss: 0.0311662 | Time: 5387.64 ms [2021-06-08 10:31:14 main:574] : INFO : Epoch 1920 | loss: 0.0311307 | val_loss: 0.0311645 | Time: 5311.46 ms [2021-06-08 10:31:20 main:574] : INFO : Epoch 1921 | loss: 0.0311302 | val_loss: 0.0311658 | Time: 5470.57 ms [2021-06-08 10:31:27 main:574] : INFO : Epoch 1922 | loss: 0.0311305 | val_loss: 0.0311618 | Time: 5245.29 ms [2021-06-08 10:31:33 main:574] : INFO : Epoch 1923 | loss: 0.0311334 | val_loss: 0.0311693 | Time: 5231.58 ms [2021-06-08 10:31:39 main:574] : INFO : Epoch 1924 | loss: 0.0311307 | val_loss: 0.0311672 | Time: 5270.1 ms [2021-06-08 10:31:45 main:574] : INFO : Epoch 1925 | loss: 0.031128 | val_loss: 0.0311681 | Time: 5273.41 ms [2021-06-08 10:31:50 main:574] : INFO : Epoch 1926 | loss: 0.0311264 | val_loss: 0.0311685 | Time: 5224.23 ms [2021-06-08 10:31:56 main:574] : INFO : Epoch 1927 | loss: 0.0311268 | val_loss: 0.0311634 | Time: 5319.14 ms [2021-06-08 10:32:01 main:574] : INFO : Epoch 1928 | loss: 0.031127 | val_loss: 0.0311707 | Time: 5241.63 ms [2021-06-08 10:32:08 main:574] : INFO : Epoch 1929 | loss: 0.0311262 | val_loss: 0.0311723 | Time: 5303.14 ms [2021-06-08 10:32:13 main:574] : INFO : Epoch 1930 | loss: 0.0311249 | val_loss: 0.0311695 | Time: 5247.8 ms [2021-06-08 10:32:19 main:574] : INFO : Epoch 1931 | loss: 0.0311235 | val_loss: 0.0311643 | Time: 5262.15 ms [2021-06-08 10:32:24 main:574] : INFO : Epoch 1932 | loss: 0.0311226 | val_loss: 0.0311651 | Time: 5284.87 ms [2021-06-08 10:32:30 main:574] : INFO : Epoch 1933 | loss: 0.0311233 | val_loss: 0.0311663 | Time: 5297.75 ms [2021-06-08 10:32:35 main:574] : INFO : Epoch 1934 | loss: 0.0311209 | val_loss: 0.0311635 | Time: 5266.01 ms [2021-06-08 10:32:41 main:574] : INFO : Epoch 1935 | loss: 0.0311211 | val_loss: 0.0311634 | Time: 5274.68 ms [2021-06-08 10:32:46 main:574] : INFO : Epoch 1936 | loss: 0.0311212 | val_loss: 0.0311702 | Time: 5250.31 ms [2021-06-08 10:32:53 main:574] : INFO : Epoch 1937 | loss: 0.0311237 | val_loss: 0.0311669 | Time: 5210.41 ms [2021-06-08 10:32:58 main:574] : INFO : Epoch 1938 | loss: 0.0311254 | val_loss: 0.0311695 | Time: 5340.8 ms [2021-06-08 10:33:04 main:574] : INFO : Epoch 1939 | loss: 0.031121 | val_loss: 0.0311679 | Time: 5292.09 ms [2021-06-08 10:33:09 main:574] : INFO : Epoch 1940 | loss: 0.0311216 | val_loss: 0.0311647 | Time: 5238.15 ms [2021-06-08 10:33:15 main:574] : INFO : Epoch 1941 | loss: 0.031123 | val_loss: 0.0311631 | Time: 5269.88 ms [2021-06-08 10:33:20 main:574] : INFO : Epoch 1942 | loss: 0.0311216 | val_loss: 0.0311607 | Time: 5320.55 ms [2021-06-08 10:33:26 main:574] : INFO : Epoch 1943 | loss: 0.0311213 | val_loss: 0.0311618 | Time: 5338.37 ms [2021-06-08 10:33:31 main:574] : INFO : Epoch 1944 | loss: 0.031144 | val_loss: 0.0311742 | Time: 5269.03 ms [2021-06-08 10:33:36 main:574] : INFO : Epoch 1945 | loss: 0.0311506 | val_loss: 0.0311667 | Time: 5204.54 ms [2021-06-08 10:33:42 main:574] : INFO : Epoch 1946 | loss: 0.031142 | val_loss: 0.0311653 | Time: 5284.32 ms [2021-06-08 10:33:47 main:574] : INFO : Epoch 1947 | loss: 0.0311377 | val_loss: 0.0311639 | Time: 5597.41 ms [2021-06-08 10:33:54 main:574] : INFO : Epoch 1948 | loss: 0.0311345 | val_loss: 0.0311639 | Time: 5296.27 ms [2021-06-08 10:33:59 main:574] : INFO : Epoch 1949 | loss: 0.0311325 | val_loss: 0.0311643 | Time: 5329.54 ms [2021-06-08 10:34:05 main:574] : INFO : Epoch 1950 | loss: 0.0311308 | val_loss: 0.0311617 | Time: 5246.01 ms [2021-06-08 10:34:10 main:574] : INFO : Epoch 1951 | loss: 0.0311332 | val_loss: 0.0311707 | Time: 5260.67 ms [2021-06-08 10:34:16 main:574] : INFO : Epoch 1952 | loss: 0.0311357 | val_loss: 0.0311634 | Time: 5306.15 ms [2021-06-08 10:34:21 main:574] : INFO : Epoch 1953 | loss: 0.0311386 | val_loss: 0.0311615 | Time: 5426.36 ms [2021-06-08 10:34:28 main:574] : INFO : Epoch 1954 | loss: 0.031137 | val_loss: 0.0311613 | Time: 5374.1 ms [2021-06-08 10:34:34 main:574] : INFO : Epoch 1955 | loss: 0.0311394 | val_loss: 0.0311662 | Time: 5311.8 ms [2021-06-08 10:34:39 main:574] : INFO : Epoch 1956 | loss: 0.0311644 | val_loss: 0.0311744 | Time: 5279.35 ms [2021-06-08 10:34:45 main:574] : INFO : Epoch 1957 | loss: 0.0311661 | val_loss: 0.0311684 | Time: 5273.42 ms [2021-06-08 10:34:51 main:574] : INFO : Epoch 1958 | loss: 0.031161 | val_loss: 0.0311645 | Time: 5239.63 ms [2021-06-08 10:34:56 main:574] : INFO : Epoch 1959 | loss: 0.0311578 | val_loss: 0.0311619 | Time: 5418.62 ms [2021-06-08 10:35:02 main:574] : INFO : Epoch 1960 | loss: 0.0311562 | val_loss: 0.031165 | Time: 5207.92 ms [2021-06-08 10:35:07 main:574] : INFO : Epoch 1961 | loss: 0.0311524 | val_loss: 0.0311586 | Time: 5299.19 ms [2021-06-08 10:35:13 main:574] : INFO : Epoch 1962 | loss: 0.0311492 | val_loss: 0.0311577 | Time: 5371.4 ms [2021-06-08 10:35:18 main:574] : INFO : Epoch 1963 | loss: 0.031149 | val_loss: 0.0311585 | Time: 5283.12 ms [2021-06-08 10:35:24 main:574] : INFO : Epoch 1964 | loss: 0.0311521 | val_loss: 0.0311656 | Time: 5282.38 ms [2021-06-08 10:35:29 main:574] : INFO : Epoch 1965 | loss: 0.0311553 | val_loss: 0.0311592 | Time: 5315.62 ms [2021-06-08 10:35:35 main:574] : INFO : Epoch 1966 | loss: 0.031146 | val_loss: 0.0311565 | Time: 5447.01 ms [2021-06-08 10:35:40 main:574] : INFO : Epoch 1967 | loss: 0.0311434 | val_loss: 0.0311553 | Time: 5443.73 ms [2021-06-08 10:35:47 main:574] : INFO : Epoch 1968 | loss: 0.031141 | val_loss: 0.0311549 | Time: 5288.5 ms [2021-06-08 10:35:53 main:574] : INFO : Epoch 1969 | loss: 0.0311379 | val_loss: 0.0311561 | Time: 5362.91 ms [2021-06-08 10:35:58 main:574] : INFO : Epoch 1970 | loss: 0.031139 | val_loss: 0.0311567 | Time: 5294.76 ms [2021-06-08 10:36:03 main:574] : INFO : Epoch 1971 | loss: 0.0311372 | val_loss: 0.0311574 | Time: 5256.18 ms [2021-06-08 10:36:09 main:574] : INFO : Epoch 1972 | loss: 0.0311378 | val_loss: 0.0311595 | Time: 5343.48 ms [2021-06-08 10:36:14 main:574] : INFO : Epoch 1973 | loss: 0.0311412 | val_loss: 0.0311604 | Time: 5445.7 ms [2021-06-08 10:36:20 main:574] : INFO : Epoch 1974 | loss: 0.0311401 | val_loss: 0.0311609 | Time: 5507.54 ms [2021-06-08 10:36:26 main:574] : INFO : Epoch 1975 | loss: 0.0311363 | val_loss: 0.0311555 | Time: 5311.88 ms [2021-06-08 10:36:31 main:574] : INFO : Epoch 1976 | loss: 0.031138 | val_loss: 0.0311599 | Time: 5416.74 ms [2021-06-08 10:36:37 main:574] : INFO : Epoch 1977 | loss: 0.0311386 | val_loss: 0.0311635 | Time: 5408.18 ms [2021-06-08 10:36:50 main:574] : INFO : Epoch 1978 | loss: 0.0311369 | val_loss: 0.0311515 | Time: 12133.2 ms [2021-06-08 10:37:01 main:574] : INFO : Epoch 1979 | loss: 0.0311344 | val_loss: 0.0311527 | Time: 6122.97 msMachine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce 940MX) [2021-06-09 08:20:24 main:435] : INFO : Set logging level to 1 [2021-06-09 08:20:25 main:441] : INFO : Running in BOINC Client mode [2021-06-09 08:20:25 main:444] : INFO : Resolving all filenames [2021-06-09 08:20:26 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-06-09 08:20:26 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622601749-18297-1_0_r1119175353_1 (exists = 1) [2021-06-09 08:20:26 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622601749-18297-1_0_r1119175353_0 (exists = 0) [2021-06-09 08:20:27 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622601749-18297-1 (exists = 1) [2021-06-09 08:20:27 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-09 08:20:27 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-06-09 08:20:27 main:474] : INFO : Configuration: [2021-06-09 08:20:28 main:475] : INFO : Model type: GRU [2021-06-09 08:20:28 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-09 08:20:28 main:477] : INFO : Max Epochs: 2048 [2021-06-09 08:20:29 main:478] : INFO : Batch Size: 128 [2021-06-09 08:20:29 main:479] : INFO : Learning Rate: 0.01 [2021-06-09 08:20:30 main:480] : INFO : Patience: 10 [2021-06-09 08:20:30 main:481] : INFO : Hidden Width: 12 [2021-06-09 08:20:31 main:482] : INFO : # Recurrent Layers: 4 [2021-06-09 08:20:31 main:483] : INFO : # Backend Layers: 4 [2021-06-09 08:20:31 main:484] : INFO : # Threads: 1 [2021-06-09 08:20:31 main:486] : INFO : Preparing Dataset [2021-06-09 08:20:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-09 08:20:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-09 08:20:42 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-09 08:20:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-09 08:20:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-09 08:20:44 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-09 08:20:44 main:494] : INFO : Creating Model [2021-06-09 08:20:44 main:507] : INFO : Preparing config file [2021-06-09 08:20:45 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-09 08:20:45 main:512] : INFO : Loading config [2021-06-09 08:20:45 main:514] : INFO : Loading state [2021-06-09 08:20:52 main:559] : INFO : Loading DataLoader into Memory [2021-06-09 08:20:53 main:562] : INFO : Starting Training [2021-06-09 08:21:01 main:574] : INFO : Epoch 1973 | loss: 0.03117 | val_loss: 0.0311626 | Time: 7594.43 ms [2021-06-09 08:21:07 main:574] : INFO : Epoch 1974 | loss: 0.0311405 | val_loss: 0.0311616 | Time: 5307.88 ms [2021-06-09 08:21:13 main:574] : INFO : Epoch 1975 | loss: 0.0311377 | val_loss: 0.0311573 | Time: 5505.01 ms [2021-06-09 08:21:19 main:574] : INFO : Epoch 1976 | loss: 0.0311353 | val_loss: 0.0311641 | Time: 5505.81 ms [2021-06-09 08:21:25 main:574] : INFO : Epoch 1977 | loss: 0.0311336 | val_loss: 0.031157 | Time: 5918.32 ms [2021-06-09 08:21:31 main:574] : INFO : Epoch 1978 | loss: 0.0311327 | val_loss: 0.0311593 | Time: 5421.74 ms [2021-06-09 08:21:41 main:574] : INFO : Epoch 1979 | loss: 0.0311328 | val_loss: 0.0311574 | Time: 8431.37 ms [2021-06-09 08:21:53 main:574] : INFO : Epoch 1980 | loss: 0.0311295 | val_loss: 0.0311581 | Time: 10661.9 ms [2021-06-09 08:22:11 main:574] : INFO : Epoch 1981 | loss: 0.031131 | val_loss: 0.031157 | Time: 7320.76 ms [2021-06-09 08:22:19 main:574] : INFO : Epoch 1982 | loss: 0.0311304 | val_loss: 0.0311593 | Time: 7780.06 ms [2021-06-09 08:22:27 main:574] : INFO : Epoch 1983 | loss: 0.0311322 | val_loss: 0.0311569 | Time: 7165.15 ms [2021-06-09 08:22:34 main:574] : INFO : Epoch 1984 | loss: 0.0311299 | val_loss: 0.0311559 | Time: 5237.07 ms [2021-06-09 08:22:41 main:574] : INFO : Epoch 1985 | loss: 0.0311292 | val_loss: 0.0311613 | Time: 6517.29 ms [2021-06-09 08:22:50 main:574] : INFO : Epoch 1986 | loss: 0.0311286 | val_loss: 0.0311546 | Time: 9129.52 ms [2021-06-09 08:22:57 main:574] : INFO : Epoch 1987 | loss: 0.0311286 | val_loss: 0.0311541 | Time: 6704.35 ms [2021-06-09 08:23:06 main:574] : INFO : Epoch 1988 | loss: 0.0311285 | val_loss: 0.0311615 | Time: 8401.3 ms [2021-06-09 08:23:16 main:574] : INFO : Epoch 1989 | loss: 0.0311298 | val_loss: 0.0311592 | Time: 8091.32 ms [2021-06-09 08:23:24 main:574] : INFO : Epoch 1990 | loss: 0.0311288 | val_loss: 0.0311557 | Time: 6781.99 ms [2021-06-09 08:23:32 main:574] : INFO : Epoch 1991 | loss: 0.0311284 | val_loss: 0.0311561 | Time: 7739.51 ms [2021-06-09 08:23:39 main:574] : INFO : Epoch 1992 | loss: 0.0311465 | val_loss: 0.0311593 | Time: 6509.1 ms [2021-06-09 08:23:49 main:574] : INFO : Epoch 1993 | loss: 0.0311456 | val_loss: 0.0311572 | Time: 8837.4 ms [2021-06-09 08:24:03 main:574] : INFO : Epoch 1994 | loss: 0.0311421 | val_loss: 0.0311546 | Time: 13259.3 ms [2021-06-09 08:24:10 main:574] : INFO : Epoch 1995 | loss: 0.0311405 | val_loss: 0.0311583 | Time: 6385.67 ms [2021-06-09 08:24:16 main:574] : INFO : Epoch 1996 | loss: 0.0311377 | val_loss: 0.0311589 | Time: 5445.45 ms [2021-06-09 08:24:23 main:574] : INFO : Epoch 1997 | loss: 0.0311384 | val_loss: 0.0311644 | Time: 6440.25 ms [2021-06-09 08:24:32 main:574] : INFO : Epoch 1998 | loss: 0.0311363 | val_loss: 0.0311593 | Time: 7456.88 ms [2021-06-09 08:24:40 main:574] : INFO : Epoch 1999 | loss: 0.0311328 | val_loss: 0.0311544 | Time: 7161.29 ms [2021-06-09 08:24:49 main:574] : INFO : Epoch 2000 | loss: 0.0311332 | val_loss: 0.0311557 | Time: 7241.35 ms [2021-06-09 08:24:55 main:574] : INFO : Epoch 2001 | loss: 0.0311314 | val_loss: 0.031155 | Time: 5951.3 ms [2021-06-09 08:25:02 main:574] : INFO : Epoch 2002 | loss: 0.0311319 | val_loss: 0.0311536 | Time: 6141.63 ms [2021-06-09 08:25:09 main:574] : INFO : Epoch 2003 | loss: 0.03113 | val_loss: 0.0311552 | Time: 5748.67 ms [2021-06-09 08:25:17 main:574] : INFO : Epoch 2004 | loss: 0.0311313 | val_loss: 0.0311546 | Time: 6311.41 ms [2021-06-09 08:25:25 main:574] : INFO : Epoch 2005 | loss: 0.0311287 | val_loss: 0.0311595 | Time: 7090.15 ms [2021-06-09 08:25:34 main:574] : INFO : Epoch 2006 | loss: 0.0311272 | val_loss: 0.0311579 | Time: 7933.26 ms [2021-06-09 08:25:41 main:574] : INFO : Epoch 2007 | loss: 0.0311296 | val_loss: 0.0311654 | Time: 5584.65 ms [2021-06-09 08:25:51 main:574] : INFO : Epoch 2008 | loss: 0.0311341 | val_loss: 0.0311564 | Time: 6541.14 ms [2021-06-09 08:25:57 main:574] : INFO : Epoch 2009 | loss: 0.0311307 | val_loss: 0.0311534 | Time: 5405.95 ms [2021-06-09 08:26:03 main:574] : INFO : Epoch 2010 | loss: 0.0311279 | val_loss: 0.0311547 | Time: 5424.23 ms [2021-06-09 08:26:09 main:574] : INFO : Epoch 2011 | loss: 0.0311279 | val_loss: 0.031155 | Time: 5786.79 ms [2021-06-09 08:26:16 main:574] : INFO : Epoch 2012 | loss: 0.0311271 | val_loss: 0.0311584 | Time: 5799.11 ms [2021-06-09 08:26:23 main:574] : INFO : Epoch 2013 | loss: 0.0311265 | val_loss: 0.0311563 | Time: 6593.37 ms [2021-06-09 08:26:29 main:574] : INFO : Epoch 2014 | loss: 0.0311282 | val_loss: 0.031161 | Time: 5626.29 ms [2021-06-09 08:26:36 main:574] : INFO : Epoch 2015 | loss: 0.0311265 | val_loss: 0.0311605 | Time: 5817.8 ms [2021-06-09 08:26:43 main:574] : INFO : Epoch 2016 | loss: 0.0311281 | val_loss: 0.0311606 | Time: 6279.09 ms [2021-06-09 08:26:56 main:574] : INFO : Epoch 2017 | loss: 0.0311248 | val_loss: 0.0311616 | Time: 11891.1 ms [2021-06-09 08:27:04 main:574] : INFO : Epoch 2018 | loss: 0.0311269 | val_loss: 0.0311585 | Time: 7387.39 ms [2021-06-09 08:27:13 main:574] : INFO : Epoch 2019 | loss: 0.0311239 | val_loss: 0.0311583 | Time: 6933.52 ms [2021-06-09 08:27:21 main:574] : INFO : Epoch 2020 | loss: 0.0311239 | val_loss: 0.0311582 | Time: 8093.38 ms [2021-06-09 08:27:30 main:574] : INFO : Epoch 2021 | loss: 0.0311219 | val_loss: 0.0311586 | Time: 7094.82 ms [2021-06-09 08:27:39 main:574] : INFO : Epoch 2022 | loss: 0.0311214 | val_loss: 0.0311627 | Time: 8289.19 ms [2021-06-09 08:27:48 main:574] : INFO : Epoch 2023 | loss: 0.031122 | val_loss: 0.0311619 | Time: 7515.28 ms [2021-06-09 08:27:59 main:574] : INFO : Epoch 2024 | loss: 0.0311236 | val_loss: 0.0311578 | Time: 9151.4 ms [2021-06-09 08:28:15 main:574] : INFO : Epoch 2025 | loss: 0.0311218 | val_loss: 0.0311673 | Time: 15575.4 ms [2021-06-09 08:28:21 main:574] : INFO : Epoch 2026 | loss: 0.0311237 | val_loss: 0.0311566 | Time: 5874.38 ms [2021-06-09 08:28:28 main:574] : INFO : Epoch 2027 | loss: 0.0311228 | val_loss: 0.0311646 | Time: 5516.59 ms [2021-06-09 08:28:34 main:574] : INFO : Epoch 2028 | loss: 0.031124 | val_loss: 0.0311606 | Time: 5364.87 ms [2021-06-09 08:28:43 main:574] : INFO : Epoch 2029 | loss: 0.0311206 | val_loss: 0.0311593 | Time: 6453.5 ms [2021-06-09 08:28:49 main:574] : INFO : Epoch 2030 | loss: 0.0311232 | val_loss: 0.0311594 | Time: 5859.07 ms [2021-06-09 08:28:56 main:574] : INFO : Epoch 2031 | loss: 0.0311211 | val_loss: 0.031157 | Time: 6501.46 ms [2021-06-09 08:29:04 main:574] : INFO : Epoch 2032 | loss: 0.0311204 | val_loss: 0.0311619 | Time: 6733.68 ms [2021-06-09 08:29:15 main:574] : INFO : Epoch 2033 | loss: 0.0311262 | val_loss: 0.0311593 | Time: 6153.87 ms [2021-06-09 08:29:25 main:574] : INFO : Epoch 2034 | loss: 0.0311389 | val_loss: 0.0311586 | Time: 9329.69 ms [2021-06-09 08:29:35 main:574] : INFO : Epoch 2035 | loss: 0.0311376 | val_loss: 0.0311605 | Time: 9573.76 ms [2021-06-09 08:29:44 main:574] : INFO : Epoch 2036 | loss: 0.0311329 | val_loss: 0.0311638 | Time: 8012.9 ms [2021-06-09 08:29:50 main:574] : INFO : Epoch 2037 | loss: 0.0311333 | val_loss: 0.0311586 | Time: 5604.77 ms [2021-06-09 08:29:58 main:574] : INFO : Epoch 2038 | loss: 0.0311354 | val_loss: 0.0311623 | Time: 6083.62 ms [2021-06-09 08:30:05 main:574] : INFO : Epoch 2039 | loss: 0.0311296 | val_loss: 0.0311622 | Time: 6347.98 ms [2021-06-09 08:30:11 main:574] : INFO : Epoch 2040 | loss: 0.0311338 | val_loss: 0.0311618 | Time: 5453.05 ms [2021-06-09 08:30:17 main:574] : INFO : Epoch 2041 | loss: 0.0311375 | val_loss: 0.0311628 | Time: 5652.46 ms [2021-06-09 08:30:24 main:574] : INFO : Epoch 2042 | loss: 0.0311385 | val_loss: 0.0311619 | Time: 5848.87 ms [2021-06-09 08:30:30 main:574] : INFO : Epoch 2043 | loss: 0.0311364 | val_loss: 0.0311636 | Time: 5651.24 ms [2021-06-09 08:30:37 main:574] : INFO : Epoch 2044 | loss: 0.0311325 | val_loss: 0.0311574 | Time: 5977.77 ms [2021-06-09 08:30:45 main:574] : INFO : Epoch 2045 | loss: 0.0311326 | val_loss: 0.0311639 | Time: 7096.33 ms [2021-06-09 08:30:52 main:574] : INFO : Epoch 2046 | loss: 0.0311365 | val_loss: 0.0311589 | Time: 6275.23 ms [2021-06-09 08:31:02 main:574] : INFO : Epoch 2047 | loss: 0.0311324 | val_loss: 0.0311594 | Time: 9155.36 ms [2021-06-09 08:31:31 main:574] : INFO : Epoch 2048 | loss: 0.0311324 | val_loss: 0.0311585 | Time: 28688.9 ms [2021-06-09 08:31:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311585 [2021-06-09 08:31:37 main:603] : INFO : Saving end state to config to file [2021-06-09 08:31:38 main:608] : INFO : Success, exiting.. 08:31:38 (11228): 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)