Task 5315901
| Name | ParityMachine-1622601614-14298-2_1 |
| Workunit | 3191566 |
| Created | 9 Jun 2021, 6:23:58 UTC |
| Sent | 9 Jun 2021, 8:32:12 UTC |
| Report deadline | 16 Jun 2021, 8:32:12 UTC |
| Received | 10 Jun 2021, 8:57:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1832 |
| Run time | 3 hours 39 min 47 sec |
| CPU time | 2 hours 1 min 11 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> 021-06-09 16:54:00 main:574] : INFO : Epoch 1572 | loss: 0.0311244 | val_loss: 0.031172 | Time: 5227.49 ms [2021-06-09 16:54:07 main:574] : INFO : Epoch 1573 | loss: 0.0311258 | val_loss: 0.0311643 | Time: 5295.83 ms [2021-06-09 16:54:12 main:574] : INFO : Epoch 1574 | loss: 0.0311235 | val_loss: 0.0311706 | Time: 5292.26 ms [2021-06-09 16:54:19 main:574] : INFO : Epoch 1575 | loss: 0.0311196 | val_loss: 0.031171 | Time: 5261.15 ms [2021-06-09 16:54:24 main:574] : INFO : Epoch 1576 | loss: 0.0311199 | val_loss: 0.0311709 | Time: 5243.34 ms [2021-06-09 16:54:31 main:574] : INFO : Epoch 1577 | loss: 0.0311181 | val_loss: 0.0311727 | Time: 5269.95 ms [2021-06-09 16:54:37 main:574] : INFO : Epoch 1578 | loss: 0.0311173 | val_loss: 0.0311693 | Time: 5349.98 ms [2021-06-09 16:54:42 main:574] : INFO : Epoch 1579 | loss: 0.0311188 | val_loss: 0.0311682 | Time: 5299.21 ms [2021-06-09 16:54:49 main:574] : INFO : Epoch 1580 | loss: 0.0311187 | val_loss: 0.0311708 | Time: 5503.72 ms [2021-06-09 16:54:54 main:574] : INFO : Epoch 1581 | loss: 0.0311193 | val_loss: 0.0311676 | Time: 5224.59 ms [2021-06-09 16:55:00 main:574] : INFO : Epoch 1582 | loss: 0.0311223 | val_loss: 0.0311682 | Time: 5339.78 ms [2021-06-09 16:55:06 main:574] : INFO : Epoch 1583 | loss: 0.0311206 | val_loss: 0.0311694 | Time: 5302.91 ms [2021-06-09 16:55:11 main:574] : INFO : Epoch 1584 | loss: 0.0311199 | val_loss: 0.0311679 | Time: 5512.29 ms [2021-06-09 16:55:17 main:574] : INFO : Epoch 1585 | loss: 0.0311204 | val_loss: 0.0311699 | Time: 5290.89 ms [2021-06-09 16:55:23 main:574] : INFO : Epoch 1586 | loss: 0.0311201 | val_loss: 0.0311671 | Time: 5324.57 ms [2021-06-09 16:55:28 main:574] : INFO : Epoch 1587 | loss: 0.0311218 | val_loss: 0.0311694 | Time: 5275.12 ms [2021-06-09 16:55:34 main:574] : INFO : Epoch 1588 | loss: 0.0311229 | val_loss: 0.0311684 | Time: 5304.22 ms [2021-06-09 16:55:39 main:574] : INFO : Epoch 1589 | loss: 0.0311261 | val_loss: 0.0311727 | Time: 5331.62 ms [2021-06-09 16:55:45 main:574] : INFO : Epoch 1590 | loss: 0.0311241 | val_loss: 0.031169 | Time: 5396.75 ms [2021-06-09 16:55:51 main:574] : INFO : Epoch 1591 | loss: 0.0311232 | val_loss: 0.0311724 | Time: 5475.52 ms [2021-06-09 16:55:56 main:574] : INFO : Epoch 1592 | loss: 0.0311215 | val_loss: 0.0311646 | Time: 5304.4 ms [2021-06-09 16:56:02 main:574] : INFO : Epoch 1593 | loss: 0.0311219 | val_loss: 0.0311663 | Time: 5310.8 ms [2021-06-09 16:56:08 main:574] : INFO : Epoch 1594 | loss: 0.03112 | val_loss: 0.0311693 | Time: 5285.91 ms [2021-06-09 16:56:13 main:574] : INFO : Epoch 1595 | loss: 0.0311208 | val_loss: 0.0311692 | Time: 5284.65 ms [2021-06-09 16:56:19 main:574] : INFO : Epoch 1596 | loss: 0.0311226 | val_loss: 0.0311686 | Time: 5373.02 ms [2021-06-09 16:56:24 main:574] : INFO : Epoch 1597 | loss: 0.0311215 | val_loss: 0.0311743 | Time: 5336.65 ms [2021-06-09 16:56:30 main:574] : INFO : Epoch 1598 | loss: 0.0311185 | val_loss: 0.0311705 | Time: 5314.75 ms [2021-06-09 16:56:35 main:574] : INFO : Epoch 1599 | loss: 0.0311185 | val_loss: 0.0311753 | Time: 5270.84 ms [2021-06-09 16:56:41 main:574] : INFO : Epoch 1600 | loss: 0.0311246 | val_loss: 0.0311685 | Time: 5284.85 ms [2021-06-09 16:56:47 main:574] : INFO : Epoch 1601 | loss: 0.0311279 | val_loss: 0.0311684 | Time: 5290.52 ms [2021-06-09 16:56:52 main:574] : INFO : Epoch 1602 | loss: 0.0311223 | val_loss: 0.031167 | Time: 5316.87 ms [2021-06-09 16:56:58 main:574] : INFO : Epoch 1603 | loss: 0.0311204 | val_loss: 0.031166 | Time: 5379.94 ms [2021-06-09 16:57:03 main:574] : INFO : Epoch 1604 | loss: 0.0311177 | val_loss: 0.0311688 | Time: 5305.73 ms [2021-06-09 16:57:08 main:574] : INFO : Epoch 1605 | loss: 0.031117 | val_loss: 0.0311757 | Time: 5336.09 ms [2021-06-09 16:57:14 main:574] : INFO : Epoch 1606 | loss: 0.0311179 | val_loss: 0.0311822 | Time: 5311.43 ms [2021-06-09 16:57:19 main:574] : INFO : Epoch 1607 | loss: 0.0311188 | val_loss: 0.0311765 | Time: 5348.86 ms [2021-06-09 16:57:25 main:574] : INFO : Epoch 1608 | loss: 0.0311185 | val_loss: 0.0311724 | Time: 5291.38 ms [2021-06-09 16:57:30 main:574] : INFO : Epoch 1609 | loss: 0.0311214 | val_loss: 0.0311736 | Time: 5250.7 ms [2021-06-09 16:57:36 main:574] : INFO : Epoch 1610 | loss: 0.0311235 | val_loss: 0.0311737 | Time: 5254.71 ms [2021-06-09 16:57:42 main:574] : INFO : Epoch 1611 | loss: 0.0311235 | val_loss: 0.0311722 | Time: 5326.1 ms [2021-06-09 16:57:48 main:574] : INFO : Epoch 1612 | loss: 0.0311233 | val_loss: 0.0311712 | Time: 5348.17 ms [2021-06-09 16:57:53 main:574] : INFO : Epoch 1613 | loss: 0.0311232 | val_loss: 0.0311756 | Time: 5259.49 ms [2021-06-09 16:57:59 main:574] : INFO : Epoch 1614 | loss: 0.0311215 | val_loss: 0.031172 | Time: 5353.17 ms [2021-06-09 16:58:05 main:574] : INFO : Epoch 1615 | loss: 0.0311194 | val_loss: 0.0311691 | Time: 5302.67 ms [2021-06-09 16:58:10 main:574] : INFO : Epoch 1616 | loss: 0.0311193 | val_loss: 0.0311662 | Time: 5313.94 ms [2021-06-09 16:58:16 main:574] : INFO : Epoch 1617 | loss: 0.0311238 | val_loss: 0.0311689 | Time: 5330.87 ms [2021-06-09 16:58:22 main:574] : INFO : Epoch 1618 | loss: 0.0311183 | val_loss: 0.0311706 | Time: 5350.9 ms [2021-06-09 16:58:27 main:574] : INFO : Epoch 1619 | loss: 0.0311184 | val_loss: 0.0311706 | Time: 5322.16 ms [2021-06-09 16:58:33 main:574] : INFO : Epoch 1620 | loss: 0.0311478 | val_loss: 0.0311715 | Time: 5271.39 ms [2021-06-09 16:58:38 main:574] : INFO : Epoch 1621 | loss: 0.031159 | val_loss: 0.031167 | Time: 5315.56 ms [2021-06-09 16:58:44 main:574] : INFO : Epoch 1622 | loss: 0.031153 | val_loss: 0.031165 | Time: 5323.85 ms [2021-06-09 16:58:50 main:574] : INFO : Epoch 1623 | loss: 0.0311443 | val_loss: 0.0311698 | Time: 5261.83 ms [2021-06-09 16:58:55 main:574] : INFO : Epoch 1624 | loss: 0.0311389 | val_loss: 0.0311689 | Time: 5270.01 ms [2021-06-09 16:59:01 main:574] : INFO : Epoch 1625 | loss: 0.0311374 | val_loss: 0.0311707 | Time: 5352.77 ms [2021-06-09 16:59:06 main:574] : INFO : Epoch 1626 | loss: 0.0311344 | val_loss: 0.0311693 | Time: 5362.2 ms [2021-06-09 16:59:12 main:574] : INFO : Epoch 1627 | loss: 0.0311355 | val_loss: 0.0311732 | Time: 5376.26 ms [2021-06-09 16:59:17 main:574] : INFO : Epoch 1628 | loss: 0.0311386 | val_loss: 0.0311718 | Time: 5343.71 ms [2021-06-09 16:59:22 main:574] : INFO : Epoch 1629 | loss: 0.0311341 | val_loss: 0.0311729 | Time: 5291.27 ms [2021-06-09 16:59:28 main:574] : INFO : Epoch 1630 | loss: 0.0311335 | val_loss: 0.0311707 | Time: 5265.75 ms [2021-06-09 16:59:33 main:574] : INFO : Epoch 1631 | loss: 0.0311281 | val_loss: 0.0311669 | Time: 5255.07 ms [2021-06-09 16:59:39 main:574] : INFO : Epoch 1632 | loss: 0.0311281 | val_loss: 0.0311724 | Time: 5397.07 ms [2021-06-09 16:59:44 main:574] : INFO : Epoch 1633 | loss: 0.0311265 | val_loss: 0.0311725 | Time: 5441.79 ms [2021-06-09 16:59:51 main:574] : INFO : Epoch 1634 | loss: 0.0311251 | val_loss: 0.0311699 | Time: 5341.79 ms [2021-06-09 16:59:57 main:574] : INFO : Epoch 1635 | loss: 0.0311238 | val_loss: 0.031167 | Time: 5359.64 ms [2021-06-09 17:00:03 main:574] : INFO : Epoch 1636 | loss: 0.0311237 | val_loss: 0.0311766 | Time: 5345.61 ms [2021-06-09 17:00:08 main:574] : INFO : Epoch 1637 | loss: 0.0311293 | val_loss: 0.0311711 | Time: 5354.54 ms [2021-06-09 17:00:14 main:574] : INFO : Epoch 1638 | loss: 0.0311243 | val_loss: 0.0311722 | Time: 5313.69 ms [2021-06-09 17:00:20 main:574] : INFO : Epoch 1639 | loss: 0.0311229 | val_loss: 0.0311707 | Time: 5313.26 ms [2021-06-09 17:00:26 main:574] : INFO : Epoch 1640 | loss: 0.0311228 | val_loss: 0.0311622 | Time: 5363.04 ms [2021-06-09 17:00:31 main:574] : INFO : Epoch 1641 | loss: 0.0311211 | val_loss: 0.0311696 | Time: 5382.28 ms [2021-06-09 17:00:37 main:574] : INFO : Epoch 1642 | loss: 0.0311212 | val_loss: 0.0311658 | Time: 5269.52 ms [2021-06-09 17:00:43 main:574] : INFO : Epoch 1643 | loss: 0.0311218 | val_loss: 0.0311641 | Time: 5269.51 ms [2021-06-09 17:00:49 main:574] : INFO : Epoch 1644 | loss: 0.0311225 | val_loss: 0.0311677 | Time: 5336.1 ms [2021-06-09 17:00:55 main:574] : INFO : Epoch 1645 | loss: 0.0311209 | val_loss: 0.0311729 | Time: 5344.2 ms [2021-06-09 17:01:01 main:574] : INFO : Epoch 1646 | loss: 0.0311192 | val_loss: 0.0311664 | Time: 5392.21 ms [2021-06-09 17:01:07 main:574] : INFO : Epoch 1647 | loss: 0.0311179 | val_loss: 0.0311689 | Time: 5362.89 ms [2021-06-09 17:01:12 main:574] : INFO : Epoch 1648 | loss: 0.0311164 | val_loss: 0.0311653 | Time: 5339.04 ms [2021-06-09 17:01:18 main:574] : INFO : Epoch 1649 | loss: 0.0311177 | val_loss: 0.0311786 | Time: 5293.45 ms [2021-06-09 17:01:23 main:574] : INFO : Epoch 1650 | loss: 0.031119 | val_loss: 0.0311784 | Time: 5382.19 ms [2021-06-09 17:01:29 main:574] : INFO : Epoch 1651 | loss: 0.0311164 | val_loss: 0.0311702 | Time: 5321.22 ms [2021-06-09 17:01:34 main:574] : INFO : Epoch 1652 | loss: 0.0311208 | val_loss: 0.0311766 | Time: 5254.3 ms [2021-06-09 17:01:40 main:574] : INFO : Epoch 1653 | loss: 0.0311157 | val_loss: 0.0311716 | Time: 5410.67 ms [2021-06-09 17:01:45 main:574] : INFO : Epoch 1654 | loss: 0.0311156 | val_loss: 0.031172 | Time: 5295.67 ms [2021-06-09 17:01:50 main:574] : INFO : Epoch 1655 | loss: 0.0311192 | val_loss: 0.031172 | Time: 5309.56 ms [2021-06-09 17:01:57 main:574] : INFO : Epoch 1656 | loss: 0.0311199 | val_loss: 0.0311708 | Time: 5312.8 ms [2021-06-09 17:02:02 main:574] : INFO : Epoch 1657 | loss: 0.0311202 | val_loss: 0.031173 | Time: 5261.09 ms [2021-06-09 17:02:08 main:574] : INFO : Epoch 1658 | loss: 0.0311208 | val_loss: 0.0311703 | Time: 5254.06 ms [2021-06-09 17:02:14 main:574] : INFO : Epoch 1659 | loss: 0.0311177 | val_loss: 0.031171 | Time: 5286.08 ms [2021-06-09 17:02:20 main:574] : INFO : Epoch 1660 | loss: 0.0311154 | val_loss: 0.0311699 | Time: 5346.11 ms [2021-06-09 17:02:25 main:574] : INFO : Epoch 1661 | loss: 0.0311206 | val_loss: 0.0311657 | Time: 5295.56 ms [2021-06-09 17:02:31 main:574] : INFO : Epoch 1662 | loss: 0.0311267 | val_loss: 0.0311683 | Time: 5311.63 ms [2021-06-09 17:02:36 main:574] : INFO : Epoch 1663 | loss: 0.0311306 | val_loss: 0.0311772 | Time: 5414.3 ms [2021-06-09 17:02:42 main:574] : INFO : Epoch 1664 | loss: 0.0311238 | val_loss: 0.0311684 | Time: 5368.75 ms [2021-06-09 17:02:47 main:574] : INFO : Epoch 1665 | loss: 0.0311304 | val_loss: 0.0311677 | Time: 5310.08 ms [2021-06-09 17:02:53 main:574] : INFO : Epoch 1666 | loss: 0.031126 | val_loss: 0.031165 | Time: 5378.42 ms [2021-06-09 17:03:00 main:574] : INFO : Epoch 1667 | loss: 0.0311203 | val_loss: 0.0311668 | Time: 5368.34 ms [2021-06-09 17:03:05 main:574] : INFO : Epoch 1668 | loss: 0.0311207 | val_loss: 0.0311676 | Time: 5424.34 ms [2021-06-09 17:03:11 main:574] : INFO : Epoch 1669 | loss: 0.0311175 | val_loss: 0.0311678 | Time: 5403.46 ms [2021-06-09 17:03:16 main:574] : INFO : Epoch 1670 | loss: 0.0311233 | val_loss: 0.0311669 | Time: 5363.96 ms [2021-06-09 17:03:22 main:574] : INFO : Epoch 1671 | loss: 0.0311241 | val_loss: 0.031174 | Time: 5306.3 ms [2021-06-09 17:03:27 main:574] : INFO : Epoch 1672 | loss: 0.0311214 | val_loss: 0.0311703 | Time: 5384.89 ms [2021-06-09 17:03:33 main:574] : INFO : Epoch 1673 | loss: 0.0311199 | val_loss: 0.0311759 | Time: 5307.88 ms [2021-06-09 17:03:39 main:574] : INFO : Epoch 1674 | loss: 0.0311318 | val_loss: 0.0311638 | Time: 5313.75 ms [2021-06-09 17:03:44 main:574] : INFO : Epoch 1675 | loss: 0.031141 | val_loss: 0.0311635 | Time: 5357.13 ms [2021-06-09 17:03:50 main:574] : INFO : Epoch 1676 | loss: 0.0311426 | val_loss: 0.0311728 | Time: 5323.32 ms [2021-06-09 17:03:56 main:574] : INFO : Epoch 1677 | loss: 0.0311365 | val_loss: 0.0311651 | Time: 5285.12 ms [2021-06-09 17:04:02 main:574] : INFO : Epoch 1678 | loss: 0.0311316 | val_loss: 0.0311656 | Time: 5272.86 ms [2021-06-09 17:04:07 main:574] : INFO : Epoch 1679 | loss: 0.031134 | val_loss: 0.0311649 | Time: 5321.69 ms [2021-06-09 17:04:12 main:574] : INFO : Epoch 1680 | loss: 0.0311333 | val_loss: 0.0311663 | Time: 5322.2 ms [2021-06-09 17:04:18 main:574] : INFO : Epoch 1681 | loss: 0.0311306 | val_loss: 0.0311686 | Time: 5344.06 ms [2021-06-09 17:04:24 main:574] : INFO : Epoch 1682 | loss: 0.0311295 | val_loss: 0.0311632 | Time: 5293.02 ms [2021-06-09 17:04:29 main:574] : INFO : Epoch 1683 | loss: 0.0311308 | val_loss: 0.0311666 | Time: 5346.61 ms [2021-06-09 17:04:35 main:574] : INFO : Epoch 1684 | loss: 0.0311286 | val_loss: 0.0311679 | Time: 5357.66 ms [2021-06-09 17:04:40 main:574] : INFO : Epoch 1685 | loss: 0.0311257 | val_loss: 0.0311677 | Time: 5303.5 ms [2021-06-09 17:04:47 main:574] : INFO : Epoch 1686 | loss: 0.0311259 | val_loss: 0.031166 | Time: 5288.2 ms [2021-06-09 17:04:52 main:574] : INFO : Epoch 1687 | loss: 0.0311269 | val_loss: 0.0311642 | Time: 5260.36 ms [2021-06-09 17:04:58 main:574] : INFO : Epoch 1688 | loss: 0.0311265 | val_loss: 0.0311713 | Time: 5250.48 ms [2021-06-09 17:05:03 main:574] : INFO : Epoch 1689 | loss: 0.0311284 | val_loss: 0.0311607 | Time: 5270.5 ms [2021-06-09 17:05:09 main:574] : INFO : Epoch 1690 | loss: 0.0311266 | val_loss: 0.0311636 | Time: 5439.86 ms [2021-06-09 17:05:15 main:574] : INFO : Epoch 1691 | loss: 0.0311241 | val_loss: 0.031167 | Time: 5241.21 ms [2021-06-09 17:05:20 main:574] : INFO : Epoch 1692 | loss: 0.0311228 | val_loss: 0.0311643 | Time: 5290.15 ms [2021-06-09 17:05:26 main:574] : INFO : Epoch 1693 | loss: 0.0311225 | val_loss: 0.0311703 | Time: 5272.62 ms [2021-06-09 17:05:32 main:574] : INFO : Epoch 1694 | loss: 0.0311225 | val_loss: 0.0311715 | Time: 5244.69 ms [2021-06-09 17:05:38 main:574] : INFO : Epoch 1695 | loss: 0.0311183 | val_loss: 0.0311674 | Time: 5264.53 ms [2021-06-09 17:05:44 main:574] : INFO : Epoch 1696 | loss: 0.0311195 | val_loss: 0.0311646 | Time: 5324.07 ms [2021-06-09 17:05:50 main:574] : INFO : Epoch 1697 | loss: 0.0311226 | val_loss: 0.0311592 | Time: 5322.74 ms [2021-06-09 17:05:55 main:574] : INFO : Epoch 1698 | loss: 0.0311242 | val_loss: 0.0311609 | Time: 5286.49 ms [2021-06-09 17:06:01 main:574] : INFO : Epoch 1699 | loss: 0.0311222 | val_loss: 0.0311683 | Time: 5261.61 ms [2021-06-09 17:06:07 main:574] : INFO : Epoch 1700 | loss: 0.0311229 | val_loss: 0.0311683 | Time: 5242 ms [2021-06-09 17:06:12 main:574] : INFO : Epoch 1701 | loss: 0.0311226 | val_loss: 0.0311659 | Time: 5249.18 ms [2021-06-09 17:06:18 main:574] : INFO : Epoch 1702 | loss: 0.0311181 | val_loss: 0.0311689 | Time: 5307.7 ms [2021-06-09 17:06:23 main:574] : INFO : Epoch 1703 | loss: 0.0311182 | val_loss: 0.0311704 | Time: 5304.9 ms [2021-06-09 17:06:28 main:574] : INFO : Epoch 1704 | loss: 0.0311223 | val_loss: 0.0311691 | Time: 5317.33 ms [2021-06-09 17:06:34 main:574] : INFO : Epoch 1705 | loss: 0.0311256 | val_loss: 0.031174 | Time: 5278.42 ms [2021-06-09 17:06:39 main:574] : INFO : Epoch 1706 | loss: 0.0580719 | val_loss: 0.0333948 | Time: 5311.98 ms [2021-06-09 17:06:45 main:574] : INFO : Epoch 1707 | loss: 0.0455023 | val_loss: 0.0349706 | Time: 5400.77 ms [2021-06-09 17:06:51 main:574] : INFO : Epoch 1708 | loss: 0.0331814 | val_loss: 0.0315704 | Time: 5361.49 ms [2021-06-09 17:06:57 main:574] : INFO : Epoch 1709 | loss: 0.0315634 | val_loss: 0.0314286 | Time: 5624.04 ms [2021-06-09 17:07:03 main:574] : INFO : Epoch 1710 | loss: 0.0313346 | val_loss: 0.0312946 | Time: 5349.37 ms [2021-06-09 17:07:09 main:574] : INFO : Epoch 1711 | loss: 0.0312805 | val_loss: 0.0312684 | Time: 5334.53 ms [2021-06-09 17:07:14 main:574] : INFO : Epoch 1712 | loss: 0.0312614 | val_loss: 0.0312586 | Time: 5343.24 ms [2021-06-09 17:07:20 main:574] : INFO : Epoch 1713 | loss: 0.0312554 | val_loss: 0.0312559 | Time: 5521.27 ms [2021-06-09 17:07:26 main:574] : INFO : Epoch 1714 | loss: 0.0312532 | val_loss: 0.0312531 | Time: 5274.04 ms [2021-06-09 17:07:31 main:574] : INFO : Epoch 1715 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 5450.78 ms [2021-06-09 17:07:37 main:574] : INFO : Epoch 1716 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 5345.65 ms [2021-06-09 17:07:42 main:574] : INFO : Epoch 1717 | loss: 0.031248 | val_loss: 0.0312496 | Time: 5308.43 ms [2021-06-09 17:07:49 main:574] : INFO : Epoch 1718 | loss: 0.0312473 | val_loss: 0.0312491 | Time: 5277.38 ms [2021-06-09 17:07:54 main:574] : INFO : Epoch 1719 | loss: 0.0312465 | val_loss: 0.0312488 | Time: 5327.93 ms [2021-06-09 17:08:00 main:574] : INFO : Epoch 1720 | loss: 0.0312461 | val_loss: 0.0312485 | Time: 5434.15 ms [2021-06-09 17:08:06 main:574] : INFO : Epoch 1721 | loss: 0.0312455 | val_loss: 0.0312483 | Time: 5283.04 ms [2021-06-09 17:08:12 main:574] : INFO : Epoch 1722 | loss: 0.0312448 | val_loss: 0.0312473 | Time: 5267.69 ms [2021-06-09 17:08:18 main:574] : INFO : Epoch 1723 | loss: 0.031244 | val_loss: 0.0312472 | Time: 5273.78 ms [2021-06-09 17:08:23 main:574] : INFO : Epoch 1724 | loss: 0.0312431 | val_loss: 0.0312464 | Time: 5322.47 ms [2021-06-09 17:08:29 main:574] : INFO : Epoch 1725 | loss: 0.0312423 | val_loss: 0.0312458 | Time: 5402.57 ms [2021-06-09 17:08:34 main:574] : INFO : Epoch 1726 | loss: 0.0312425 | val_loss: 0.0312455 | Time: 5217.27 ms [2021-06-09 17:08:39 main:574] : INFO : Epoch 1727 | loss: 0.0312429 | val_loss: 0.0312457 | Time: 5269.66 ms [2021-06-09 17:08:45 main:574] : INFO : Epoch 1728 | loss: 0.0312422 | val_loss: 0.0312447 | Time: 5311.93 ms [2021-06-09 17:08:50 main:574] : INFO : Epoch 1729 | loss: 0.0312409 | val_loss: 0.0312437 | Time: 5309.89 ms [2021-06-09 17:08:56 main:574] : INFO : Epoch 1730 | loss: 0.0312398 | val_loss: 0.031243 | Time: 5383.57 ms [2021-06-09 17:09:01 main:574] : INFO : Epoch 1731 | loss: 0.0312387 | val_loss: 0.0312422 | Time: 5407.88 ms [2021-06-09 17:09:08 main:574] : INFO : Epoch 1732 | loss: 0.0312378 | val_loss: 0.0312412 | Time: 5405.32 ms [2021-06-09 17:09:13 main:574] : INFO : Epoch 1733 | loss: 0.0312366 | val_loss: 0.0312404 | Time: 5375.03 ms [2021-06-09 17:09:19 main:574] : INFO : Epoch 1734 | loss: 0.0312357 | val_loss: 0.0312399 | Time: 5373.58 ms [2021-06-09 17:09:24 main:574] : INFO : Epoch 1735 | loss: 0.0312351 | val_loss: 0.0312394 | Time: 5316.86 ms [2021-06-09 17:09:30 main:574] : INFO : Epoch 1736 | loss: 0.031234 | val_loss: 0.0312385 | Time: 5260.15 ms [2021-06-09 17:09:35 main:574] : INFO : Epoch 1737 | loss: 0.0312332 | val_loss: 0.031238 | Time: 5294.96 ms [2021-06-09 17:09:40 main:574] : INFO : Epoch 1738 | loss: 0.0312325 | val_loss: 0.0312382 | Time: 5255.78 ms [2021-06-09 17:09:46 main:574] : INFO : Epoch 1739 | loss: 0.0312314 | val_loss: 0.0312361 | Time: 5320.11 ms [2021-06-09 17:09:51 main:574] : INFO : Epoch 1740 | loss: 0.0312302 | val_loss: 0.0312356 | Time: 5339.08 ms [2021-06-09 17:09:57 main:574] : INFO : Epoch 1741 | loss: 0.0312295 | val_loss: 0.0312352 | Time: 5356.28 ms [2021-06-09 17:10:02 main:574] : INFO : Epoch 1742 | loss: 0.0312286 | val_loss: 0.0312343 | Time: 5281.66 ms [2021-06-09 17:10:08 main:574] : INFO : Epoch 1743 | loss: 0.0312277 | val_loss: 0.0312341 | Time: 5323.46 ms [2021-06-09 17:10:15 main:574] : INFO : Epoch 1744 | loss: 0.0312275 | val_loss: 0.0312343 | Time: 6172 ms [2021-06-09 17:10:22 main:574] : INFO : Epoch 1745 | loss: 0.0312265 | val_loss: 0.0312327 | Time: 6087.36 ms [2021-06-09 17:10:28 main:574] : INFO : Epoch 1746 | loss: 0.0312254 | val_loss: 0.0312321 | Time: 5294.97 ms [2021-06-09 17:10:34 main:574] : INFO : Epoch 1747 | loss: 0.0312245 | val_loss: 0.0312316 | Time: 5295.8 ms [2021-06-09 17:10:40 main:574] : INFO : Epoch 1748 | loss: 0.0312244 | val_loss: 0.0312317 | Time: 5343.08 ms [2021-06-09 17:10:46 main:574] : INFO : Epoch 1749 | loss: 0.0312233 | val_loss: 0.0312304 | Time: 5488.54 ms [2021-06-09 17:10:52 main:574] : INFO : Epoch 1750 | loss: 0.0312221 | val_loss: 0.0312289 | Time: 5288.63 ms [2021-06-09 17:10:57 main:574] : INFO : Epoch 1751 | loss: 0.031221 | val_loss: 0.0312287 | Time: 5269.99 ms [2021-06-09 17:11:03 main:574] : INFO : Epoch 1752 | loss: 0.0312206 | val_loss: 0.0312278 | Time: 5278.67 ms [2021-06-09 17:11:08 main:574] : INFO : Epoch 1753 | loss: 0.0312201 | val_loss: 0.0312271 | Time: 5267.38 ms [2021-06-09 17:11:14 main:574] : INFO : Epoch 1754 | loss: 0.0312192 | val_loss: 0.0312264 | Time: 5362.37 ms [2021-06-09 17:11:19 main:574] : INFO : Epoch 1755 | loss: 0.0312184 | val_loss: 0.0312263 | Time: 5404.72 ms [2021-06-09 17:11:25 main:574] : INFO : Epoch 1756 | loss: 0.0312183 | val_loss: 0.031226 | Time: 5338.34 ms [2021-06-09 17:11:30 main:574] : INFO : Epoch 1757 | loss: 0.0312177 | val_loss: 0.0312264 | Time: 5306.7 ms [2021-06-09 17:11:37 main:574] : INFO : Epoch 1758 | loss: 0.0312175 | val_loss: 0.0312251 | Time: 5693.4 ms [2021-06-09 17:11:42 main:574] : INFO : Epoch 1759 | loss: 0.0312167 | val_loss: 0.0312243 | Time: 5424.25 ms [2021-06-09 17:11:48 main:574] : INFO : Epoch 1760 | loss: 0.031216 | val_loss: 0.031224 | Time: 5329.81 ms [2021-06-09 17:11:53 main:574] : INFO : Epoch 1761 | loss: 0.0312154 | val_loss: 0.0312233 | Time: 5392.49 ms [2021-06-09 17:11:59 main:574] : INFO : Epoch 1762 | loss: 0.0312148 | val_loss: 0.0312229 | Time: 5599.15 ms [2021-06-09 17:12:05 main:574] : INFO : Epoch 1763 | loss: 0.0312144 | val_loss: 0.0312225 | Time: 5310.84 ms [2021-06-09 17:12:10 main:574] : INFO : Epoch 1764 | loss: 0.031214 | val_loss: 0.0312222 | Time: 5304.64 ms [2021-06-09 17:12:16 main:574] : INFO : Epoch 1765 | loss: 0.0312141 | val_loss: 0.0312228 | Time: 5283.53 ms [2021-06-09 17:12:22 main:574] : INFO : Epoch 1766 | loss: 0.0312134 | val_loss: 0.0312215 | Time: 5279.12 ms [2021-06-09 17:12:28 main:574] : INFO : Epoch 1767 | loss: 0.0312127 | val_loss: 0.031221 | Time: 5326.54 ms [2021-06-09 17:12:34 main:574] : INFO : Epoch 1768 | loss: 0.0312123 | val_loss: 0.0312206 | Time: 5232.05 ms [2021-06-09 17:12:39 main:574] : INFO : Epoch 1769 | loss: 0.0312125 | val_loss: 0.0312212 | Time: 5312.5 ms [2021-06-09 17:12:46 main:574] : INFO : Epoch 1770 | loss: 0.0312124 | val_loss: 0.0312217 | Time: 6841.63 ms [2021-06-09 17:12:52 main:574] : INFO : Epoch 1771 | loss: 0.0312123 | val_loss: 0.0312204 | Time: 5391.97 ms [2021-06-09 17:12:58 main:574] : INFO : Epoch 1772 | loss: 0.0312119 | val_loss: 0.0312196 | Time: 5322.16 ms [2021-06-09 17:13:03 main:574] : INFO : Epoch 1773 | loss: 0.0312113 | val_loss: 0.0312193 | Time: 5290.73 ms [2021-06-09 17:13:09 main:574] : INFO : Epoch 1774 | loss: 0.0312104 | val_loss: 0.0312188 | Time: 5311.73 ms [2021-06-09 17:13:15 main:574] : INFO : Epoch 1775 | loss: 0.0312107 | val_loss: 0.0312191 | Time: 5282.34 ms [2021-06-09 17:13:20 main:574] : INFO : Epoch 1776 | loss: 0.031211 | val_loss: 0.0312188 | Time: 5273.12 ms [2021-06-09 17:13:26 main:574] : INFO : Epoch 1777 | loss: 0.0312095 | val_loss: 0.0312185 | Time: 5267.22 ms [2021-06-09 17:13:33 main:574] : INFO : Epoch 1778 | loss: 0.0312092 | val_loss: 0.0312176 | Time: 5527.29 ms [2021-06-09 17:13:39 main:574] : INFO : Epoch 1779 | loss: 0.0312092 | val_loss: 0.0312174 | Time: 5251.17 ms [2021-06-09 17:13:45 main:574] : INFO : Epoch 1780 | loss: 0.0312085 | val_loss: 0.031218 | Time: 5335.02 ms [2021-06-09 17:13:51 main:574] : INFO : Epoch 1781 | loss: 0.0312086 | val_loss: 0.0312171 | Time: 5287.08 ms [2021-06-09 17:13:57 main:574] : INFO : Epoch 1782 | loss: 0.0312084 | val_loss: 0.0312174 | Time: 5309.35 ms [2021-06-09 17:14:02 main:574] : INFO : Epoch 1783 | loss: 0.0312078 | val_loss: 0.0312173 | Time: 5207.34 ms [2021-06-09 17:14:08 main:574] : INFO : Epoch 1784 | loss: 0.0312084 | val_loss: 0.031218 | Time: 5288.75 ms [2021-06-09 17:14:14 main:574] : INFO : Epoch 1785 | loss: 0.031207 | val_loss: 0.0312163 | Time: 5368.1 ms [2021-06-09 17:14:20 main:574] : INFO : Epoch 1786 | loss: 0.0312068 | val_loss: 0.0312169 | Time: 5316.92 ms [2021-06-09 17:14:25 main:574] : INFO : Epoch 1787 | loss: 0.0312064 | val_loss: 0.0312164 | Time: 5286.47 ms [2021-06-09 17:14:31 main:574] : INFO : Epoch 1788 | loss: 0.0312055 | val_loss: 0.0312162 | Time: 5225.29 ms [2021-06-09 17:14:37 main:574] : INFO : Epoch 1789 | loss: 0.0312051 | val_loss: 0.0312175 | Time: 5269.41 ms [2021-06-09 17:14:43 main:574] : INFO : Epoch 1790 | loss: 0.031205 | val_loss: 0.0312155 | Time: 5456.63 ms [2021-06-09 17:14:49 main:574] : INFO : Epoch 1791 | loss: 0.0312044 | val_loss: 0.0312171 | Time: 5435.01 ms [2021-06-09 17:14:54 main:574] : INFO : Epoch 1792 | loss: 0.0312054 | val_loss: 0.0312158 | Time: 5379.13 ms [2021-06-09 17:14:59 main:574] : INFO : Epoch 1793 | loss: 0.0312038 | val_loss: 0.0312148 | Time: 5236.62 ms [2021-06-09 17:15:05 main:574] : INFO : Epoch 1794 | loss: 0.0312032 | val_loss: 0.0312128 | Time: 5313.1 ms [2021-06-09 17:15:11 main:574] : INFO : Epoch 1795 | loss: 0.0312034 | val_loss: 0.0312134 | Time: 5472.64 ms [2021-06-09 17:15:16 main:574] : INFO : Epoch 1796 | loss: 0.0312021 | val_loss: 0.0312121 | Time: 5741.64 ms [2021-06-09 17:15:22 main:574] : INFO : Epoch 1797 | loss: 0.0312018 | val_loss: 0.031212 | Time: 5344.09 ms [2021-06-09 17:15:28 main:574] : INFO : Epoch 1798 | loss: 0.0312024 | val_loss: 0.0312124 | Time: 5244.09 ms [2021-06-09 17:15:34 main:574] : INFO : Epoch 1799 | loss: 0.0312005 | val_loss: 0.0312112 | Time: 5290.38 ms [2021-06-09 17:15:40 main:574] : INFO : Epoch 1800 | loss: 0.0312001 | val_loss: 0.0312107 | Time: 5351.2 ms [2021-06-09 17:15:46 main:574] : INFO : Epoch 1801 | loss: 0.0311994 | val_loss: 0.03121 | Time: 5331.66 ms [2021-06-09 17:15:51 main:574] : INFO : Epoch 1802 | loss: 0.031199 | val_loss: 0.0312103 | Time: 5288.7 ms [2021-06-09 17:15:57 main:574] : INFO : Epoch 1803 | loss: 0.0311987 | val_loss: 0.0312097 | Time: 5258.75 ms [2021-06-09 17:16:03 main:574] : INFO : Epoch 1804 | loss: 0.031199 | val_loss: 0.0312099 | Time: 5268.06 ms [2021-06-09 17:16:08 main:574] : INFO : Epoch 1805 | loss: 0.0311989 | val_loss: 0.0312099 | Time: 5300.13 ms [2021-06-09 17:16:13 main:574] : INFO : Epoch 1806 | loss: 0.0311984 | val_loss: 0.0312094 | Time: 5246.91 ms [2021-06-09 17:16:19 main:574] : INFO : Epoch 1807 | loss: 0.0311985 | val_loss: 0.0312111 | Time: 5356.41 ms [2021-06-09 17:16:25 main:574] : INFO : Epoch 1808 | loss: 0.0311986 | val_loss: 0.0312121 | Time: 5272.89 ms [2021-06-09 17:16:31 main:574] : INFO : Epoch 1809 | loss: 0.0311982 | val_loss: 0.0312091 | Time: 5323 ms [2021-06-09 17:16:38 main:574] : INFO : Epoch 1810 | loss: 0.0311975 | val_loss: 0.0312078 | Time: 5197.47 ms [2021-06-09 17:16:45 main:574] : INFO : Epoch 1811 | loss: 0.0311968 | val_loss: 0.031208 | Time: 5298.74 ms [2021-06-09 17:16:50 main:574] : INFO : Epoch 1812 | loss: 0.0311965 | val_loss: 0.0312079 | Time: 5269.57 ms [2021-06-09 17:16:56 main:574] : INFO : Epoch 1813 | loss: 0.0311961 | val_loss: 0.0312066 | Time: 5291.16 ms [2021-06-09 17:17:01 main:574] : INFO : Epoch 1814 | loss: 0.0311964 | val_loss: 0.0312052 | Time: 5348.04 ms [2021-06-09 17:17:07 main:574] : INFO : Epoch 1815 | loss: 0.0311949 | val_loss: 0.0312084 | Time: 5316.08 ms [2021-06-09 17:17:12 main:574] : INFO : Epoch 1816 | loss: 0.0311953 | val_loss: 0.0312078 | Time: 5276.73 ms [2021-06-09 17:17:18 main:574] : INFO : Epoch 1817 | loss: 0.0311946 | val_loss: 0.0312045 | Time: 5263.31 ms [2021-06-09 17:17:24 main:574] : INFO : Epoch 1818 | loss: 0.0311942 | val_loss: 0.0312037 | Time: 5271.79 ms [2021-06-09 17:17:29 main:574] : INFO : Epoch 1819 | loss: 0.0311936 | val_loss: 0.0312058 | Time: 5351.96 ms [2021-06-09 17:17:35 main:574] : INFO : Epoch 1820 | loss: 0.0311928 | val_loss: 0.0312033 | Time: 5254.1 ms [2021-06-09 17:17:40 main:574] : INFO : Epoch 1821 | loss: 0.0311924 | val_loss: 0.0312036 | Time: 5270.68 ms [2021-06-09 17:17:46 main:574] : INFO : Epoch 1822 | loss: 0.0311917 | val_loss: 0.0312054 | Time: 5377.3 ms [2021-06-09 17:17:51 main:574] : INFO : Epoch 1823 | loss: 0.031192 | val_loss: 0.0312063 | Time: 5258.88 ms [2021-06-09 17:17:56 main:574] : INFO : Epoch 1824 | loss: 0.0311928 | val_loss: 0.0312033 | Time: 5260.85 ms [2021-06-09 17:18:02 main:574] : INFO : Epoch 1825 | loss: 0.0311917 | val_loss: 0.031203 | Time: 5276.43 ms [2021-06-09 17:18:07 main:574] : INFO : Epoch 1826 | loss: 0.031191 | val_loss: 0.0312048 | Time: 5203.14 ms [2021-06-09 17:18:14 main:574] : INFO : Epoch 1827 | loss: 0.0311916 | val_loss: 0.0312046 | Time: 5259.32 ms [2021-06-09 17:18:19 main:574] : INFO : Epoch 1828 | loss: 0.0311896 | val_loss: 0.0312032 | Time: 5329.77 ms [2021-06-09 17:18:26 main:574] : INFO : Epoch 1829 | loss: 0.0311896 | val_loss: 0.0312051 | Time: 5228.59 ms [2021-06-09 17:18:32 main:574] : INFO : Epoch 1830 | loss: 0.0311901 | val_loss: 0.0312015 | Time: 5263.81 ms [2021-06-09 17:18:37 main:574] : INFO : Epoch 1831 | loss: 0.0311894 | val_loss: 0.0312003 | Time: 5304.1 ms [2021-06-09 17:18:42 main:574] : INFO : Epoch 1832 | loss: 0.0311902 | val_loss: 0.0312021 | Time: 5339.73 ms [2021-06-09 17:18:48 main:574] : INFO : Epoch 1833 | loss: 0.0311884 | val_loss: 0.031201 | Time: 5336.89 ms [2021-06-09 17:18:53 main:574] : INFO : Epoch 1834 | loss: 0.0311879 | val_loss: 0.0312021 | Time: 5343.84 ms [2021-06-09 17:18:59 main:574] : INFO : Epoch 1835 | loss: 0.0311868 | val_loss: 0.0312007 | Time: 5250.57 ms [2021-06-09 17:19:04 main:574] : INFO : Epoch 1836 | loss: 0.031187 | val_loss: 0.0312 | Time: 5271.76 ms [2021-06-09 17:19:10 main:574] : INFO : Epoch 1837 | loss: 0.0311861 | val_loss: 0.0311964 | Time: 5295.41 ms [2021-06-09 17:19:15 main:574] : INFO : Epoch 1838 | loss: 0.0311864 | val_loss: 0.0312017 | Time: 5269.62 ms [2021-06-09 17:19:20 main:574] : INFO : Epoch 1839 | loss: 0.0311903 | val_loss: 0.0311962 | Time: 5246.12 ms [2021-06-09 17:19:26 main:574] : INFO : Epoch 1840 | loss: 0.0311863 | val_loss: 0.0312005 | Time: 5311.34 ms [2021-06-09 17:19:32 main:574] : INFO : Epoch 1841 | loss: 0.031191 | val_loss: 0.0311947 | Time: 5315.18 ms [2021-06-09 17:19:37 main:574] : INFO : Epoch 1842 | loss: 0.0311849 | val_loss: 0.0311978 | Time: 5299.67 ms [2021-06-09 17:19:42 main:574] : INFO : Epoch 1843 | loss: 0.0311843 | val_loss: 0.0312059 | Time: 5266.2 ms [2021-06-09 17:19:48 main:574] : INFO : Epoch 1844 | loss: 0.0311864 | val_loss: 0.0311974 | Time: 5287 ms [2021-06-09 17:19:53 main:574] : INFO : Epoch 1845 | loss: 0.0311833 | val_loss: 0.0311922 | Time: 5265.69 ms [2021-06-09 17:19:59 main:574] : INFO : Epoch 1846 | loss: 0.0311797 | val_loss: 0.031192 | Time: 5273.14 ms [2021-06-09 17:20:04 main:574] : INFO : Epoch 1847 | loss: 0.0311798 | val_loss: 0.0311926 | Time: 5319.43 ms [2021-06-09 17:20:10 main:574] : INFO : Epoch 1848 | loss: 0.0311813 | val_loss: 0.0311942 | Time: 5330.33 ms [2021-06-09 17:20:15 main:574] : INFO : Epoch 1849 | loss: 0.0311835 | val_loss: 0.0312074 | Time: 5434.45 ms [2021-06-09 17:20:22 main:574] : INFO : Epoch 1850 | loss: 0.0311862 | val_loss: 0.0311953 | Time: 5438.62 ms [2021-06-09 17:20:27 main:574] : INFO : Epoch 1851 | loss: 0.0311824 | val_loss: 0.0311921 | Time: 5248.99 ms [2021-06-09 17:20:33 main:574] : INFO : Epoch 1852 | loss: 0.0311793 | val_loss: 0.0311925 | Time: 5315.91 ms [2021-06-09 17:20:39 main:574] : INFO : Epoch 1853 | loss: 0.0311791 | val_loss: 0.0311964 | Time: 5298.64 ms [2021-06-09 17:20:44 main:574] : INFO : Epoch 1854 | loss: 0.0311809 | val_loss: 0.0311922 | Time: 5250.09 ms [2021-06-09 17:20:50 main:574] : INFO : Epoch 1855 | loss: 0.0311799 | val_loss: 0.0311892 | Time: 5234.75 ms [2021-06-09 17:20:56 main:574] : INFO : Epoch 1856 | loss: 0.0311785 | val_loss: 0.0311912 | Time: 5323.66 ms [2021-06-09 17:21:02 main:574] : INFO : Epoch 1857 | loss: 0.0311784 | val_loss: 0.0311906 | Time: 5317.05 ms [2021-06-09 17:21:07 main:574] : INFO : Epoch 1858 | loss: 0.0311792 | val_loss: 0.0311922 | Time: 5343.25 ms [2021-06-09 17:21:13 main:574] : INFO : Epoch 1859 | loss: 0.0311798 | val_loss: 0.0311902 | Time: 5271.95 ms [2021-06-09 17:21:18 main:574] : INFO : Epoch 1860 | loss: 0.0311782 | val_loss: 0.0311948 | Time: 5262.54 ms [2021-06-09 17:21:23 main:574] : INFO : Epoch 1861 | loss: 0.0311784 | val_loss: 0.0311909 | Time: 5293.35 ms [2021-06-09 17:21:29 main:574] : INFO : Epoch 1862 | loss: 0.0311768 | val_loss: 0.031194 | Time: 5277.82 ms [2021-06-09 17:21:34 main:574] : INFO : Epoch 1863 | loss: 0.0311764 | val_loss: 0.0311875 | Time: 5333.12 ms [2021-06-09 17:21:40 main:574] : INFO : Epoch 1864 | loss: 0.0311764 | val_loss: 0.0311892 | Time: 5231.07 ms [2021-06-09 17:21:45 main:574] : INFO : Epoch 1865 | loss: 0.0311797 | val_loss: 0.0311884 | Time: 5351.29 ms [2021-06-09 17:21:51 main:574] : INFO : Epoch 1866 | loss: 0.0311745 | val_loss: 0.0311844 | Time: 5264.15 ms [2021-06-09 17:21:56 main:574] : INFO : Epoch 1867 | loss: 0.0311741 | val_loss: 0.0311797 | Time: 5363.52 ms [2021-06-09 17:22:02 main:574] : INFO : Epoch 1868 | loss: 0.0311734 | val_loss: 0.0311791 | Time: 5261.87 ms [2021-06-09 17:22:07 main:574] : INFO : Epoch 1869 | loss: 0.0311733 | val_loss: 0.0311789 | Time: 5316.3 ms [2021-06-09 17:22:13 main:574] : INFO : Epoch 1870 | loss: 0.0311737 | val_loss: 0.0311828 | Time: 5243.67 ms [2021-06-09 17:22:18 main:574] : INFO : Epoch 1871 | loss: 0.031173 | val_loss: 0.0311813 | Time: 5250.86 ms [2021-06-09 17:22:23 main:574] : INFO : Epoch 1872 | loss: 0.0311722 | val_loss: 0.0311785 | Time: 5285 ms [2021-06-09 17:22:29 main:574] : INFO : Epoch 1873 | loss: 0.0311715 | val_loss: 0.0311756 | Time: 5218.46 ms [2021-06-09 17:22:34 main:574] : INFO : Epoch 1874 | loss: 0.0311699 | val_loss: 0.0311768 | Time: 5244.41 ms [2021-06-09 17:22:40 main:574] : INFO : Epoch 1875 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 5419.83 ms [2021-06-09 17:22:46 main:574] : INFO : Epoch 1876 | loss: 0.0311692 | val_loss: 0.031176 | Time: 5310.34 ms [2021-06-09 17:22:51 main:574] : INFO : Epoch 1877 | loss: 0.0311691 | val_loss: 0.0311774 | Time: 5322.5 ms [2021-06-09 17:22:57 main:574] : INFO : Epoch 1878 | loss: 0.0311709 | val_loss: 0.0311818 | Time: 5249.75 ms [2021-06-09 17:23:03 main:574] : INFO : Epoch 1879 | loss: 0.0311728 | val_loss: 0.0311785 | Time: 5372.26 ms [2021-06-09 17:23:09 main:574] : INFO : Epoch 1880 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 5315.28 ms [2021-06-09 17:23:14 main:574] : INFO : Epoch 1881 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 5247.12 ms [2021-06-09 17:23:20 main:574] : INFO : Epoch 1882 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 5250.29 ms [2021-06-09 17:23:25 main:574] : INFO : Epoch 1883 | loss: 0.0311693 | val_loss: 0.0311788 | Time: 5297.32 ms [2021-06-09 17:23:30 main:574] : INFO : Epoch 1884 | loss: 0.0311682 | val_loss: 0.0311755 | Time: 5285.39 ms [2021-06-09 17:23:36 main:574] : INFO : Epoch 1885 | loss: 0.0311701 | val_loss: 0.0311803 | Time: 5281.15 ms [2021-06-09 17:23:41 main:574] : INFO : Epoch 1886 | loss: 0.0311709 | val_loss: 0.0311769 | Time: 5454.06 ms [2021-06-09 17:23:48 main:574] : INFO : Epoch 1887 | loss: 0.0311695 | val_loss: 0.0311808 | Time: 5307.7 ms [2021-06-09 17:23:54 main:574] : INFO : Epoch 1888 | loss: 0.0311698 | val_loss: 0.0311737 | Time: 5453.05 ms [2021-06-09 17:24:00 main:574] : INFO : Epoch 1889 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 5329.37 ms [2021-06-09 17:24:06 main:574] : INFO : Epoch 1890 | loss: 0.0311675 | val_loss: 0.0311792 | Time: 5311.98 ms [2021-06-09 17:24:11 main:574] : INFO : Epoch 1891 | loss: 0.031172 | val_loss: 0.0311786 | Time: 5284.74 ms [2021-06-09 17:24:16 main:574] : INFO : Epoch 1892 | loss: 0.0311671 | val_loss: 0.0311763 | Time: 5364.85 ms [2021-06-09 17:24:22 main:574] : INFO : Epoch 1893 | loss: 0.0311669 | val_loss: 0.0311755 | Time: 5327.74 ms [2021-06-09 17:24:28 main:574] : INFO : Epoch 1894 | loss: 0.0311714 | val_loss: 0.0311791 | Time: 5275.05 ms [2021-06-09 17:24:33 main:574] : INFO : Epoch 1895 | loss: 0.0311678 | val_loss: 0.0311743 | Time: 5266.3 ms [2021-06-09 17:24:38 main:574] : INFO : Epoch 1896 | loss: 0.0311673 | val_loss: 0.0311797 | Time: 5235.73 ms [2021-06-09 17:24:44 main:574] : INFO : Epoch 1897 | loss: 0.0311677 | val_loss: 0.0311745 | Time: 5320.53 ms [2021-06-09 17:24:49 main:574] : INFO : Epoch 1898 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 5272.22 ms [2021-06-09 17:24:55 main:574] : INFO : Epoch 1899 | loss: 0.0311686 | val_loss: 0.0311734 | Time: 5333.21 ms [2021-06-09 17:25:00 main:574] : INFO : Epoch 1900 | loss: 0.0311699 | val_loss: 0.031177 | Time: 5299.49 ms [2021-06-09 17:25:07 main:574] : INFO : Epoch 1901 | loss: 0.0311692 | val_loss: 0.0311742 | Time: 5352.6 ms [2021-06-09 17:25:13 main:574] : INFO : Epoch 1902 | loss: 0.0311677 | val_loss: 0.0311748 | Time: 5383.37 ms [2021-06-09 17:25:19 main:574] : INFO : Epoch 1903 | loss: 0.0311688 | val_loss: 0.0311828 | Time: 5361.28 ms [2021-06-09 17:25:25 main:574] : INFO : Epoch 1904 | loss: 0.0311686 | val_loss: 0.031178 | Time: 5298.99 ms [2021-06-09 17:25:31 main:574] : INFO : Epoch 1905 | loss: 0.0311674 | val_loss: 0.031178 | Time: 5256.93 ms [2021-06-09 17:25:36 main:574] : INFO : Epoch 1906 | loss: 0.0311664 | val_loss: 0.0311737 | Time: 5337.12 ms [2021-06-09 17:25:42 main:574] : INFO : Epoch 1907 | loss: 0.031166 | val_loss: 0.0311755 | Time: 5523.58 ms [2021-06-09 17:25:50 main:574] : INFO : Epoch 1908 | loss: 0.0311677 | val_loss: 0.0311845 | Time: 8238.54 ms [2021-06-09 17:26:00 main:574] : INFO : Epoch 1909 | loss: 0.0311702 | val_loss: 0.0311803 | Time: 9695.9 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce 940MX) [2021-06-10 07:41:17 main:435] : INFO : Set logging level to 1 [2021-06-10 07:41:18 main:441] : INFO : Running in BOINC Client mode [2021-06-10 07:41:19 main:444] : INFO : Resolving all filenames [2021-06-10 07:41:23 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-06-10 07:41:24 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622601614-14298-2_1_r1351641143_1 (exists = 1) [2021-06-10 07:41:24 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622601614-14298-2_1_r1351641143_0 (exists = 0) [2021-06-10 07:41:25 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1622601614-14298-2 (exists = 1) [2021-06-10 07:41:25 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-10 07:41:25 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-06-10 07:41:26 main:474] : INFO : Configuration: [2021-06-10 07:41:26 main:475] : INFO : Model type: GRU [2021-06-10 07:41:27 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-10 07:41:27 main:477] : INFO : Max Epochs: 2048 [2021-06-10 07:41:28 main:478] : INFO : Batch Size: 128 [2021-06-10 07:41:28 main:479] : INFO : Learning Rate: 0.01 [2021-06-10 07:41:28 main:480] : INFO : Patience: 10 [2021-06-10 07:41:29 main:481] : INFO : Hidden Width: 12 [2021-06-10 07:41:29 main:482] : INFO : # Recurrent Layers: 4 [2021-06-10 07:41:30 main:483] : INFO : # Backend Layers: 4 [2021-06-10 07:41:30 main:484] : INFO : # Threads: 1 [2021-06-10 07:41:30 main:486] : INFO : Preparing Dataset [2021-06-10 07:41:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-10 07:41:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-10 07:41:44 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-10 07:41:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-10 07:41:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-10 07:41:45 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-10 07:41:45 main:494] : INFO : Creating Model [2021-06-10 07:41:46 main:507] : INFO : Preparing config file [2021-06-10 07:41:46 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-10 07:41:46 main:512] : INFO : Loading config [2021-06-10 07:41:46 main:514] : INFO : Loading state [2021-06-10 07:41:51 main:559] : INFO : Loading DataLoader into Memory [2021-06-10 07:41:52 main:562] : INFO : Starting Training [2021-06-10 07:42:01 main:574] : INFO : Epoch 1910 | loss: 0.0334791 | val_loss: 0.0314786 | Time: 8184.85 ms [2021-06-10 07:42:06 main:574] : INFO : Epoch 1911 | loss: 0.0313649 | val_loss: 0.0313064 | Time: 5436.48 ms [2021-06-10 07:42:13 main:574] : INFO : Epoch 1912 | loss: 0.0312453 | val_loss: 0.0312167 | Time: 5799.74 ms [2021-06-10 07:42:19 main:574] : INFO : Epoch 1913 | loss: 0.031212 | val_loss: 0.0312074 | Time: 5655.65 ms [2021-06-10 07:42:25 main:574] : INFO : Epoch 1914 | loss: 0.0312096 | val_loss: 0.0312048 | Time: 5711.04 ms [2021-06-10 07:42:31 main:574] : INFO : Epoch 1915 | loss: 0.0312086 | val_loss: 0.0312038 | Time: 5496.08 ms [2021-06-10 07:42:37 main:574] : INFO : Epoch 1916 | loss: 0.0312059 | val_loss: 0.031199 | Time: 5527.37 ms [2021-06-10 07:42:43 main:574] : INFO : Epoch 1917 | loss: 0.0312026 | val_loss: 0.0311967 | Time: 5432.96 ms [2021-06-10 07:42:49 main:574] : INFO : Epoch 1918 | loss: 0.0312001 | val_loss: 0.0311955 | Time: 5412.58 ms [2021-06-10 07:42:54 main:574] : INFO : Epoch 1919 | loss: 0.0311982 | val_loss: 0.0311922 | Time: 5502.23 ms [2021-06-10 07:43:01 main:574] : INFO : Epoch 1920 | loss: 0.0311954 | val_loss: 0.03119 | Time: 5457.17 ms [2021-06-10 07:43:08 main:574] : INFO : Epoch 1921 | loss: 0.0311934 | val_loss: 0.0311892 | Time: 6108.51 ms [2021-06-10 07:43:14 main:574] : INFO : Epoch 1922 | loss: 0.0311927 | val_loss: 0.0311875 | Time: 5590.96 ms [2021-06-10 07:43:21 main:574] : INFO : Epoch 1923 | loss: 0.0311914 | val_loss: 0.0311863 | Time: 5763.94 ms [2021-06-10 07:43:27 main:574] : INFO : Epoch 1924 | loss: 0.0311897 | val_loss: 0.0311861 | Time: 5678.66 ms [2021-06-10 07:43:33 main:574] : INFO : Epoch 1925 | loss: 0.0311889 | val_loss: 0.0311857 | Time: 5570.59 ms [2021-06-10 07:43:39 main:574] : INFO : Epoch 1926 | loss: 0.0311879 | val_loss: 0.0311851 | Time: 5287.68 ms [2021-06-10 07:43:45 main:574] : INFO : Epoch 1927 | loss: 0.031187 | val_loss: 0.0311849 | Time: 5281.89 ms [2021-06-10 07:43:51 main:574] : INFO : Epoch 1928 | loss: 0.0311862 | val_loss: 0.031185 | Time: 5293.81 ms [2021-06-10 07:43:57 main:574] : INFO : Epoch 1929 | loss: 0.0311856 | val_loss: 0.031184 | Time: 5318.69 ms [2021-06-10 07:44:05 main:574] : INFO : Epoch 1930 | loss: 0.0311851 | val_loss: 0.0311847 | Time: 6084.04 ms [2021-06-10 07:44:10 main:574] : INFO : Epoch 1931 | loss: 0.0311846 | val_loss: 0.0311836 | Time: 5342.54 ms [2021-06-10 07:44:16 main:574] : INFO : Epoch 1932 | loss: 0.031184 | val_loss: 0.0311832 | Time: 5565.6 ms [2021-06-10 07:44:23 main:574] : INFO : Epoch 1933 | loss: 0.0311841 | val_loss: 0.0311836 | Time: 5434.31 ms [2021-06-10 07:44:28 main:574] : INFO : Epoch 1934 | loss: 0.0311841 | val_loss: 0.0311829 | Time: 5413.53 ms [2021-06-10 07:44:34 main:574] : INFO : Epoch 1935 | loss: 0.0311864 | val_loss: 0.0311851 | Time: 5582.61 ms [2021-06-10 07:44:40 main:574] : INFO : Epoch 1936 | loss: 0.0311862 | val_loss: 0.0311816 | Time: 5318.58 ms [2021-06-10 07:44:45 main:574] : INFO : Epoch 1937 | loss: 0.0311844 | val_loss: 0.031181 | Time: 5300.28 ms [2021-06-10 07:44:50 main:574] : INFO : Epoch 1938 | loss: 0.0311842 | val_loss: 0.0311805 | Time: 5227.48 ms [2021-06-10 07:44:56 main:574] : INFO : Epoch 1939 | loss: 0.0311832 | val_loss: 0.0311797 | Time: 5380.87 ms [2021-06-10 07:45:02 main:574] : INFO : Epoch 1940 | loss: 0.0311821 | val_loss: 0.0311798 | Time: 5681.82 ms [2021-06-10 07:45:08 main:574] : INFO : Epoch 1941 | loss: 0.0311811 | val_loss: 0.0311795 | Time: 5724.97 ms [2021-06-10 07:45:16 main:574] : INFO : Epoch 1942 | loss: 0.0311798 | val_loss: 0.0311748 | Time: 5574.08 ms [2021-06-10 07:45:22 main:574] : INFO : Epoch 1943 | loss: 0.0311719 | val_loss: 0.0311741 | Time: 5370.91 ms [2021-06-10 07:45:28 main:574] : INFO : Epoch 1944 | loss: 0.0311705 | val_loss: 0.0311728 | Time: 5293.24 ms [2021-06-10 07:45:34 main:574] : INFO : Epoch 1945 | loss: 0.0311697 | val_loss: 0.0311746 | Time: 5358.01 ms [2021-06-10 07:45:40 main:574] : INFO : Epoch 1946 | loss: 0.0311698 | val_loss: 0.0311721 | Time: 5443.05 ms [2021-06-10 07:45:45 main:574] : INFO : Epoch 1947 | loss: 0.031169 | val_loss: 0.0311748 | Time: 5259.11 ms [2021-06-10 07:45:51 main:574] : INFO : Epoch 1948 | loss: 0.0311689 | val_loss: 0.0311713 | Time: 5387.23 ms [2021-06-10 07:45:57 main:574] : INFO : Epoch 1949 | loss: 0.0311683 | val_loss: 0.0311722 | Time: 5305.49 ms [2021-06-10 07:46:03 main:574] : INFO : Epoch 1950 | loss: 0.0311681 | val_loss: 0.0311707 | Time: 5329.1 ms [2021-06-10 07:46:08 main:574] : INFO : Epoch 1951 | loss: 0.0311689 | val_loss: 0.0311749 | Time: 5463.16 ms [2021-06-10 07:46:14 main:574] : INFO : Epoch 1952 | loss: 0.031168 | val_loss: 0.0311722 | Time: 5446.24 ms [2021-06-10 07:46:19 main:574] : INFO : Epoch 1953 | loss: 0.0311672 | val_loss: 0.0311733 | Time: 5274.78 ms [2021-06-10 07:46:26 main:574] : INFO : Epoch 1954 | loss: 0.0311672 | val_loss: 0.0311713 | Time: 5230.67 ms [2021-06-10 07:46:31 main:574] : INFO : Epoch 1955 | loss: 0.0311659 | val_loss: 0.0311707 | Time: 5193.19 ms [2021-06-10 07:46:37 main:574] : INFO : Epoch 1956 | loss: 0.0311665 | val_loss: 0.0311717 | Time: 5366.13 ms [2021-06-10 07:46:43 main:574] : INFO : Epoch 1957 | loss: 0.0311666 | val_loss: 0.0311737 | Time: 5233.58 ms [2021-06-10 07:46:49 main:574] : INFO : Epoch 1958 | loss: 0.0311659 | val_loss: 0.0311701 | Time: 5220.38 ms [2021-06-10 07:46:54 main:574] : INFO : Epoch 1959 | loss: 0.0311652 | val_loss: 0.0311704 | Time: 5230.41 ms [2021-06-10 07:47:00 main:574] : INFO : Epoch 1960 | loss: 0.0311647 | val_loss: 0.0311692 | Time: 5249.72 ms [2021-06-10 07:47:05 main:574] : INFO : Epoch 1961 | loss: 0.031164 | val_loss: 0.0311694 | Time: 5270.79 ms [2021-06-10 07:47:11 main:574] : INFO : Epoch 1962 | loss: 0.0311641 | val_loss: 0.0311703 | Time: 5222.98 ms [2021-06-10 07:47:17 main:574] : INFO : Epoch 1963 | loss: 0.0311637 | val_loss: 0.0311692 | Time: 5258.03 ms [2021-06-10 07:47:23 main:574] : INFO : Epoch 1964 | loss: 0.0311633 | val_loss: 0.0311699 | Time: 5204.96 ms [2021-06-10 07:47:29 main:574] : INFO : Epoch 1965 | loss: 0.0311631 | val_loss: 0.0311698 | Time: 5428.14 ms [2021-06-10 07:47:34 main:574] : INFO : Epoch 1966 | loss: 0.0311626 | val_loss: 0.0311703 | Time: 5331.87 ms [2021-06-10 07:47:40 main:574] : INFO : Epoch 1967 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 5330.25 ms [2021-06-10 07:47:46 main:574] : INFO : Epoch 1968 | loss: 0.0311642 | val_loss: 0.031169 | Time: 5318.1 ms [2021-06-10 07:47:52 main:574] : INFO : Epoch 1969 | loss: 0.0311627 | val_loss: 0.0311684 | Time: 5248.32 ms [2021-06-10 07:47:57 main:574] : INFO : Epoch 1970 | loss: 0.031162 | val_loss: 0.0311681 | Time: 5305.62 ms [2021-06-10 07:48:03 main:574] : INFO : Epoch 1971 | loss: 0.0311623 | val_loss: 0.0311681 | Time: 5242.22 ms [2021-06-10 07:48:10 main:574] : INFO : Epoch 1972 | loss: 0.0311607 | val_loss: 0.0311711 | Time: 5279.56 ms [2021-06-10 07:48:16 main:574] : INFO : Epoch 1973 | loss: 0.0311599 | val_loss: 0.0311717 | Time: 5255.03 ms [2021-06-10 07:48:21 main:574] : INFO : Epoch 1974 | loss: 0.03116 | val_loss: 0.0311694 | Time: 5307.27 ms [2021-06-10 07:48:27 main:574] : INFO : Epoch 1975 | loss: 0.0311593 | val_loss: 0.0311671 | Time: 5287.97 ms [2021-06-10 07:48:33 main:574] : INFO : Epoch 1976 | loss: 0.0311593 | val_loss: 0.0311689 | Time: 5314.02 ms [2021-06-10 07:48:39 main:574] : INFO : Epoch 1977 | loss: 0.0311588 | val_loss: 0.0311701 | Time: 5331.92 ms [2021-06-10 07:48:45 main:574] : INFO : Epoch 1978 | loss: 0.0311593 | val_loss: 0.0311721 | Time: 5261.11 ms [2021-06-10 07:48:50 main:574] : INFO : Epoch 1979 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 5271.4 ms [2021-06-10 07:48:57 main:574] : INFO : Epoch 1980 | loss: 0.0311588 | val_loss: 0.0311689 | Time: 5352.26 ms [2021-06-10 07:49:03 main:574] : INFO : Epoch 1981 | loss: 0.0311603 | val_loss: 0.0311689 | Time: 5269.08 ms [2021-06-10 07:49:09 main:574] : INFO : Epoch 1982 | loss: 0.0311591 | val_loss: 0.0311705 | Time: 5327.17 ms [2021-06-10 07:49:15 main:574] : INFO : Epoch 1983 | loss: 0.03116 | val_loss: 0.0311678 | Time: 5369.22 ms [2021-06-10 07:49:21 main:574] : INFO : Epoch 1984 | loss: 0.03116 | val_loss: 0.0311676 | Time: 5358.28 ms [2021-06-10 07:49:27 main:574] : INFO : Epoch 1985 | loss: 0.0311586 | val_loss: 0.0311673 | Time: 5335.52 ms [2021-06-10 07:49:33 main:574] : INFO : Epoch 1986 | loss: 0.0311579 | val_loss: 0.0311691 | Time: 5288.73 ms [2021-06-10 07:49:39 main:574] : INFO : Epoch 1987 | loss: 0.031157 | val_loss: 0.0311701 | Time: 5340.01 ms [2021-06-10 07:49:45 main:574] : INFO : Epoch 1988 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 5337.94 ms [2021-06-10 07:49:51 main:574] : INFO : Epoch 1989 | loss: 0.031159 | val_loss: 0.031168 | Time: 5331.29 ms [2021-06-10 07:49:56 main:574] : INFO : Epoch 1990 | loss: 0.0311571 | val_loss: 0.0311685 | Time: 5311.15 ms [2021-06-10 07:50:02 main:574] : INFO : Epoch 1991 | loss: 0.0311575 | val_loss: 0.0311694 | Time: 5420.5 ms [2021-06-10 07:50:07 main:574] : INFO : Epoch 1992 | loss: 0.0311578 | val_loss: 0.0311684 | Time: 5525.15 ms [2021-06-10 07:50:13 main:574] : INFO : Epoch 1993 | loss: 0.0311568 | val_loss: 0.0311707 | Time: 5240.73 ms [2021-06-10 07:50:18 main:574] : INFO : Epoch 1994 | loss: 0.0311578 | val_loss: 0.0311708 | Time: 5327.42 ms [2021-06-10 07:50:24 main:574] : INFO : Epoch 1995 | loss: 0.0311597 | val_loss: 0.0311687 | Time: 5301.51 ms [2021-06-10 07:50:30 main:574] : INFO : Epoch 1996 | loss: 0.0311625 | val_loss: 0.0311841 | Time: 5304.66 ms [2021-06-10 07:50:35 main:574] : INFO : Epoch 1997 | loss: 0.0311805 | val_loss: 0.031177 | Time: 5294.14 ms [2021-06-10 07:50:41 main:574] : INFO : Epoch 1998 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 5355.95 ms [2021-06-10 07:50:46 main:574] : INFO : Epoch 1999 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 5349.85 ms [2021-06-10 07:50:52 main:574] : INFO : Epoch 2000 | loss: 0.0311703 | val_loss: 0.0311746 | Time: 5324.38 ms [2021-06-10 07:50:57 main:574] : INFO : Epoch 2001 | loss: 0.03117 | val_loss: 0.0311747 | Time: 5277.27 ms [2021-06-10 07:51:03 main:574] : INFO : Epoch 2002 | loss: 0.0311691 | val_loss: 0.0311719 | Time: 5311.32 ms [2021-06-10 07:51:08 main:574] : INFO : Epoch 2003 | loss: 0.0311684 | val_loss: 0.0311734 | Time: 5647.94 ms [2021-06-10 07:51:15 main:574] : INFO : Epoch 2004 | loss: 0.0311678 | val_loss: 0.0311777 | Time: 6461.54 ms [2021-06-10 07:51:21 main:574] : INFO : Epoch 2005 | loss: 0.0311659 | val_loss: 0.031174 | Time: 5918.37 ms [2021-06-10 07:51:29 main:574] : INFO : Epoch 2006 | loss: 0.0311674 | val_loss: 0.0311705 | Time: 6452.39 ms [2021-06-10 07:51:36 main:574] : INFO : Epoch 2007 | loss: 0.0311674 | val_loss: 0.0311723 | Time: 5980.85 ms [2021-06-10 07:51:43 main:574] : INFO : Epoch 2008 | loss: 0.0311651 | val_loss: 0.0311704 | Time: 6815.57 ms [2021-06-10 07:51:54 main:574] : INFO : Epoch 2009 | loss: 0.031165 | val_loss: 0.0311721 | Time: 10521.7 ms [2021-06-10 07:52:05 main:574] : INFO : Epoch 2010 | loss: 0.0311637 | val_loss: 0.0311709 | Time: 9651.13 ms [2021-06-10 07:52:14 main:574] : INFO : Epoch 2011 | loss: 0.0311638 | val_loss: 0.0311729 | Time: 7381.65 ms [2021-06-10 07:52:21 main:574] : INFO : Epoch 2012 | loss: 0.0311633 | val_loss: 0.0311704 | Time: 6466.1 ms [2021-06-10 07:52:28 main:574] : INFO : Epoch 2013 | loss: 0.0311643 | val_loss: 0.031173 | Time: 6892.01 ms [2021-06-10 07:52:37 main:574] : INFO : Epoch 2014 | loss: 0.0311634 | val_loss: 0.0311696 | Time: 8145.43 ms [2021-06-10 07:52:44 main:574] : INFO : Epoch 2015 | loss: 0.031162 | val_loss: 0.0311747 | Time: 6985.19 ms [2021-06-10 07:52:52 main:574] : INFO : Epoch 2016 | loss: 0.0311626 | val_loss: 0.0311721 | Time: 6536.51 ms [2021-06-10 07:52:58 main:574] : INFO : Epoch 2017 | loss: 0.0311615 | val_loss: 0.0311733 | Time: 6294.94 ms [2021-06-10 07:53:05 main:574] : INFO : Epoch 2018 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 6781.15 ms [2021-06-10 07:53:12 main:574] : INFO : Epoch 2019 | loss: 0.0311616 | val_loss: 0.031175 | Time: 6176.22 ms [2021-06-10 07:53:19 main:574] : INFO : Epoch 2020 | loss: 0.0311623 | val_loss: 0.0311727 | Time: 6267.4 ms [2021-06-10 07:53:41 main:574] : INFO : Epoch 2021 | loss: 0.0311616 | val_loss: 0.0311694 | Time: 6150.29 ms [2021-06-10 07:53:49 main:574] : INFO : Epoch 2022 | loss: 0.0311599 | val_loss: 0.0311707 | Time: 7361.92 ms [2021-06-10 07:53:57 main:574] : INFO : Epoch 2023 | loss: 0.0311592 | val_loss: 0.0311746 | Time: 7442.97 ms [2021-06-10 07:54:03 main:574] : INFO : Epoch 2024 | loss: 0.0311593 | val_loss: 0.0311749 | Time: 6392.09 ms [2021-06-10 07:54:11 main:574] : INFO : Epoch 2025 | loss: 0.0311603 | val_loss: 0.0311697 | Time: 6908.83 ms [2021-06-10 07:54:25 main:574] : INFO : Epoch 2026 | loss: 0.0311584 | val_loss: 0.0311688 | Time: 13544.5 ms [2021-06-10 07:54:31 main:574] : INFO : Epoch 2027 | loss: 0.0311598 | val_loss: 0.0311665 | Time: 5639.71 ms [2021-06-10 07:54:37 main:574] : INFO : Epoch 2028 | loss: 0.0311595 | val_loss: 0.0311684 | Time: 6116.4 ms [2021-06-10 07:54:44 main:574] : INFO : Epoch 2029 | loss: 0.0311594 | val_loss: 0.0311699 | Time: 5893.43 ms [2021-06-10 07:54:51 main:574] : INFO : Epoch 2030 | loss: 0.0311614 | val_loss: 0.0311753 | Time: 5719.4 ms [2021-06-10 07:54:56 main:574] : INFO : Epoch 2031 | loss: 0.0311629 | val_loss: 0.0311756 | Time: 5413.29 ms [2021-06-10 07:55:02 main:574] : INFO : Epoch 2032 | loss: 0.0311594 | val_loss: 0.0311669 | Time: 5513.38 ms [2021-06-10 07:55:09 main:574] : INFO : Epoch 2033 | loss: 0.0311598 | val_loss: 0.0311695 | Time: 6435.11 ms [2021-06-10 07:55:17 main:574] : INFO : Epoch 2034 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 7108.95 ms [2021-06-10 07:55:23 main:574] : INFO : Epoch 2035 | loss: 0.0311628 | val_loss: 0.0311779 | Time: 5586.34 ms [2021-06-10 07:55:29 main:574] : INFO : Epoch 2036 | loss: 0.0311582 | val_loss: 0.0311681 | Time: 6098.57 ms [2021-06-10 07:55:35 main:574] : INFO : Epoch 2037 | loss: 0.0311566 | val_loss: 0.0311687 | Time: 5757.72 ms [2021-06-10 07:55:41 main:574] : INFO : Epoch 2038 | loss: 0.0311576 | val_loss: 0.0311654 | Time: 5554.06 ms [2021-06-10 07:55:47 main:574] : INFO : Epoch 2039 | loss: 0.0311635 | val_loss: 0.0311738 | Time: 5807.12 ms [2021-06-10 07:55:53 main:574] : INFO : Epoch 2040 | loss: 0.0311655 | val_loss: 0.0311669 | Time: 5648.7 ms [2021-06-10 07:55:58 main:574] : INFO : Epoch 2041 | loss: 0.0311709 | val_loss: 0.0311823 | Time: 5389.66 ms [2021-06-10 07:56:05 main:574] : INFO : Epoch 2042 | loss: 0.0311719 | val_loss: 0.0311748 | Time: 6557.74 ms [2021-06-10 07:56:11 main:574] : INFO : Epoch 2043 | loss: 0.0311656 | val_loss: 0.0311678 | Time: 5800.15 ms [2021-06-10 07:56:17 main:574] : INFO : Epoch 2044 | loss: 0.0311635 | val_loss: 0.0311665 | Time: 5701.54 ms [2021-06-10 07:56:23 main:574] : INFO : Epoch 2045 | loss: 0.0311627 | val_loss: 0.0311644 | Time: 5895.68 ms [2021-06-10 07:56:29 main:574] : INFO : Epoch 2046 | loss: 0.0311615 | val_loss: 0.0311659 | Time: 5423.22 ms [2021-06-10 07:56:35 main:574] : INFO : Epoch 2047 | loss: 0.0311602 | val_loss: 0.0311635 | Time: 5624.7 ms [2021-06-10 07:56:41 main:574] : INFO : Epoch 2048 | loss: 0.031162 | val_loss: 0.0311678 | Time: 5523.63 ms [2021-06-10 07:56:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311678 [2021-06-10 07:56:41 main:603] : INFO : Saving end state to config to file [2021-06-10 07:56:41 main:608] : INFO : Success, exiting.. 07:56:42 (8924): 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)