Task 10935419
| Name | ParityModified-1639950554-3922-2-0_0 |
| Workunit | 8230878 |
| Created | 21 Jan 2022, 6:06:15 UTC |
| Sent | 7 Feb 2022, 5:31:01 UTC |
| Report deadline | 15 Feb 2022, 5:31:01 UTC |
| Received | 15 Apr 2022, 6:49:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18786 |
| Run time | 3 hours 26 min 58 sec |
| CPU time | 2 hours 54 min 57 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 2,255.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1623 | loss: 0.0312198 | val_loss: 0.0312244 | Time: 6061.33 ms
[2022-02-09 17:06:34 main:574] : INFO : Epoch 1624 | loss: 0.0312181 | val_loss: 0.0312202 | Time: 5906.9 ms
[2022-02-09 17:06:40 main:574] : INFO : Epoch 1625 | loss: 0.0312179 | val_loss: 0.0312209 | Time: 5967.47 ms
[2022-02-09 17:06:46 main:574] : INFO : Epoch 1626 | loss: 0.0312149 | val_loss: 0.0312199 | Time: 5981.75 ms
[2022-02-09 17:06:52 main:574] : INFO : Epoch 1627 | loss: 0.0312143 | val_loss: 0.0312192 | Time: 5883.97 ms
[2022-02-09 17:06:58 main:574] : INFO : Epoch 1628 | loss: 0.0312146 | val_loss: 0.0312196 | Time: 6106.95 ms
[2022-02-09 17:07:04 main:574] : INFO : Epoch 1629 | loss: 0.0312161 | val_loss: 0.0312189 | Time: 5928.31 ms
[2022-02-09 17:07:10 main:574] : INFO : Epoch 1630 | loss: 0.031217 | val_loss: 0.0312195 | Time: 5887.19 ms
[2022-02-09 17:07:16 main:574] : INFO : Epoch 1631 | loss: 0.0312187 | val_loss: 0.0312207 | Time: 6055.59 ms
[2022-02-09 17:07:22 main:574] : INFO : Epoch 1632 | loss: 0.0312156 | val_loss: 0.031224 | Time: 6058.43 ms
[2022-02-09 17:07:28 main:574] : INFO : Epoch 1633 | loss: 0.0312158 | val_loss: 0.0312197 | Time: 5921.47 ms
[2022-02-09 17:07:34 main:574] : INFO : Epoch 1634 | loss: 0.0312173 | val_loss: 0.0312192 | Time: 6045.57 ms
[2022-02-09 17:07:40 main:574] : INFO : Epoch 1635 | loss: 0.0312166 | val_loss: 0.0312191 | Time: 5908.56 ms
[2022-02-09 17:07:46 main:574] : INFO : Epoch 1636 | loss: 0.0312171 | val_loss: 0.0312194 | Time: 5884.77 ms
[2022-02-09 17:07:52 main:574] : INFO : Epoch 1637 | loss: 0.031218 | val_loss: 0.031221 | Time: 6075.4 ms
[2022-02-09 17:07:58 main:574] : INFO : Epoch 1638 | loss: 0.0312177 | val_loss: 0.0312223 | Time: 5841.9 ms
[2022-02-09 17:08:04 main:574] : INFO : Epoch 1639 | loss: 0.0312165 | val_loss: 0.0312197 | Time: 6013.35 ms
[2022-02-09 17:08:10 main:574] : INFO : Epoch 1640 | loss: 0.031218 | val_loss: 0.0312187 | Time: 6056.72 ms
[2022-02-09 17:08:16 main:574] : INFO : Epoch 1641 | loss: 0.0312166 | val_loss: 0.0312212 | Time: 5977.95 ms
[2022-02-09 17:08:22 main:574] : INFO : Epoch 1642 | loss: 0.0312178 | val_loss: 0.0312186 | Time: 5776.6 ms
[2022-02-09 17:08:28 main:574] : INFO : Epoch 1643 | loss: 0.0312156 | val_loss: 0.0312188 | Time: 6001.62 ms
[2022-02-09 17:08:34 main:574] : INFO : Epoch 1644 | loss: 0.0312133 | val_loss: 0.0312185 | Time: 5976.62 ms
[2022-02-09 17:08:40 main:574] : INFO : Epoch 1645 | loss: 0.0312149 | val_loss: 0.0312188 | Time: 6029.69 ms
[2022-02-09 17:08:46 main:574] : INFO : Epoch 1646 | loss: 0.0312145 | val_loss: 0.0312187 | Time: 5923.77 ms
[2022-02-09 17:08:52 main:574] : INFO : Epoch 1647 | loss: 0.031215 | val_loss: 0.0312191 | Time: 5875.47 ms
[2022-02-09 17:08:58 main:574] : INFO : Epoch 1648 | loss: 0.0312136 | val_loss: 0.031219 | Time: 5975.35 ms
[2022-02-09 17:09:04 main:574] : INFO : Epoch 1649 | loss: 0.0312144 | val_loss: 0.0312206 | Time: 6038.16 ms
[2022-02-09 17:09:10 main:574] : INFO : Epoch 1650 | loss: 0.0312166 | val_loss: 0.0312185 | Time: 6034 ms
[2022-02-09 17:09:16 main:574] : INFO : Epoch 1651 | loss: 0.0312147 | val_loss: 0.0312199 | Time: 5846.85 ms
[2022-02-09 17:09:22 main:574] : INFO : Epoch 1652 | loss: 0.0312186 | val_loss: 0.031223 | Time: 6064.67 ms
[2022-02-09 17:09:28 main:574] : INFO : Epoch 1653 | loss: 0.0312165 | val_loss: 0.0312181 | Time: 6113.37 ms
[2022-02-09 17:09:34 main:574] : INFO : Epoch 1654 | loss: 0.0312179 | val_loss: 0.0312203 | Time: 5895.69 ms
[2022-02-09 17:09:40 main:574] : INFO : Epoch 1655 | loss: 0.0312195 | val_loss: 0.0312196 | Time: 6042.37 ms
[2022-02-09 17:09:46 main:574] : INFO : Epoch 1656 | loss: 0.031217 | val_loss: 0.0312186 | Time: 5894.95 ms
[2022-02-09 17:09:51 main:574] : INFO : Epoch 1657 | loss: 0.0312167 | val_loss: 0.0312171 | Time: 5851.38 ms
[2022-02-09 17:09:57 main:574] : INFO : Epoch 1658 | loss: 0.0312167 | val_loss: 0.0312178 | Time: 5979.06 ms
[2022-02-09 17:10:03 main:574] : INFO : Epoch 1659 | loss: 0.0312176 | val_loss: 0.0312181 | Time: 5969.03 ms
[2022-02-09 17:10:09 main:574] : INFO : Epoch 1660 | loss: 0.0312153 | val_loss: 0.0312158 | Time: 6064.79 ms
[2022-02-09 17:10:15 main:574] : INFO : Epoch 1661 | loss: 0.0312142 | val_loss: 0.0312181 | Time: 5938.12 ms
[2022-02-09 17:10:21 main:574] : INFO : Epoch 1662 | loss: 0.0312173 | val_loss: 0.0312247 | Time: 6015.13 ms
[2022-02-09 17:10:28 main:574] : INFO : Epoch 1663 | loss: 0.0312201 | val_loss: 0.0312243 | Time: 6167.04 ms
[2022-02-09 17:10:34 main:574] : INFO : Epoch 1664 | loss: 0.0312151 | val_loss: 0.0312162 | Time: 5961.56 ms
[2022-02-09 17:10:40 main:574] : INFO : Epoch 1665 | loss: 0.0312197 | val_loss: 0.0312276 | Time: 6053.13 ms
[2022-02-09 17:10:46 main:574] : INFO : Epoch 1666 | loss: 0.0312193 | val_loss: 0.0312204 | Time: 5977.38 ms
[2022-02-09 17:10:52 main:574] : INFO : Epoch 1667 | loss: 0.0312159 | val_loss: 0.0312163 | Time: 6191.16 ms
[2022-02-09 17:10:58 main:574] : INFO : Epoch 1668 | loss: 0.0312176 | val_loss: 0.0312158 | Time: 5970 ms
[2022-02-09 17:11:04 main:574] : INFO : Epoch 1669 | loss: 0.0312146 | val_loss: 0.0312169 | Time: 6021.46 ms
[2022-02-09 17:11:10 main:574] : INFO : Epoch 1670 | loss: 0.0312126 | val_loss: 0.0312184 | Time: 5976.67 ms
[2022-02-09 17:11:16 main:574] : INFO : Epoch 1671 | loss: 0.0312127 | val_loss: 0.0312161 | Time: 6002.74 ms
[2022-02-09 17:11:22 main:574] : INFO : Epoch 1672 | loss: 0.0312126 | val_loss: 0.0312155 | Time: 5925.63 ms
[2022-02-09 17:11:28 main:574] : INFO : Epoch 1673 | loss: 0.0312116 | val_loss: 0.0312163 | Time: 5915.6 ms
[2022-02-09 17:11:34 main:574] : INFO : Epoch 1674 | loss: 0.0312119 | val_loss: 0.0312216 | Time: 5925.15 ms
[2022-02-09 17:11:40 main:574] : INFO : Epoch 1675 | loss: 0.0312142 | val_loss: 0.0312167 | Time: 5983.23 ms
[2022-02-09 17:11:46 main:574] : INFO : Epoch 1676 | loss: 0.0312156 | val_loss: 0.0312218 | Time: 6172.75 ms
[2022-02-09 17:11:52 main:574] : INFO : Epoch 1677 | loss: 0.0312138 | val_loss: 0.0312182 | Time: 5999.52 ms
[2022-02-09 17:11:58 main:574] : INFO : Epoch 1678 | loss: 0.0312124 | val_loss: 0.0312174 | Time: 5806.97 ms
[2022-02-09 17:12:04 main:574] : INFO : Epoch 1679 | loss: 0.031211 | val_loss: 0.0312163 | Time: 5852.14 ms
[2022-02-09 17:12:10 main:574] : INFO : Epoch 1680 | loss: 0.0312116 | val_loss: 0.0312154 | Time: 6051.99 ms
[2022-02-09 17:12:15 main:574] : INFO : Epoch 1681 | loss: 0.0312105 | val_loss: 0.0312174 | Time: 5785.08 ms
[2022-02-09 17:12:21 main:574] : INFO : Epoch 1682 | loss: 0.0312124 | val_loss: 0.0312209 | Time: 5887.8 ms
[2022-02-09 17:12:27 main:574] : INFO : Epoch 1683 | loss: 0.031212 | val_loss: 0.0312203 | Time: 5808.95 ms
[2022-02-09 17:12:33 main:574] : INFO : Epoch 1684 | loss: 0.0312111 | val_loss: 0.0312181 | Time: 5950.52 ms
[2022-02-09 17:12:39 main:574] : INFO : Epoch 1685 | loss: 0.0312162 | val_loss: 0.0312214 | Time: 5856.06 ms
[2022-02-09 17:12:45 main:574] : INFO : Epoch 1686 | loss: 0.0312123 | val_loss: 0.0312169 | Time: 5824.18 ms
[2022-02-09 17:12:51 main:574] : INFO : Epoch 1687 | loss: 0.0312131 | val_loss: 0.0312199 | Time: 6114.3 ms
[2022-02-09 17:12:57 main:574] : INFO : Epoch 1688 | loss: 0.0312149 | val_loss: 0.0312167 | Time: 5971.8 ms
[2022-02-09 17:13:03 main:574] : INFO : Epoch 1689 | loss: 0.0312114 | val_loss: 0.0312167 | Time: 5925.19 ms
[2022-02-09 17:13:09 main:574] : INFO : Epoch 1690 | loss: 0.0312118 | val_loss: 0.031222 | Time: 6014.42 ms
[2022-02-09 17:13:15 main:574] : INFO : Epoch 1691 | loss: 0.0312119 | val_loss: 0.0312168 | Time: 5927.28 ms
[2022-02-09 17:13:21 main:574] : INFO : Epoch 1692 | loss: 0.0312122 | val_loss: 0.031217 | Time: 5961.49 ms
[2022-02-09 17:13:27 main:574] : INFO : Epoch 1693 | loss: 0.0312107 | val_loss: 0.0312173 | Time: 6030.16 ms
[2022-02-09 17:13:33 main:574] : INFO : Epoch 1694 | loss: 0.0312102 | val_loss: 0.0312172 | Time: 6151.65 ms
[2022-02-09 17:13:39 main:574] : INFO : Epoch 1695 | loss: 0.0312101 | val_loss: 0.0312173 | Time: 6104.57 ms
[2022-02-09 17:13:45 main:574] : INFO : Epoch 1696 | loss: 0.0312098 | val_loss: 0.0312187 | Time: 6011.67 ms
[2022-02-09 17:13:51 main:574] : INFO : Epoch 1697 | loss: 0.0312095 | val_loss: 0.0312204 | Time: 6076.19 ms
[2022-02-09 17:13:57 main:574] : INFO : Epoch 1698 | loss: 0.0312113 | val_loss: 0.0312154 | Time: 5939.09 ms
[2022-02-09 17:14:03 main:574] : INFO : Epoch 1699 | loss: 0.0312099 | val_loss: 0.0312173 | Time: 5855.9 ms
[2022-02-09 17:14:09 main:574] : INFO : Epoch 1700 | loss: 0.0312104 | val_loss: 0.031219 | Time: 5991.77 ms
[2022-02-09 17:14:15 main:574] : INFO : Epoch 1701 | loss: 0.0312098 | val_loss: 0.0312173 | Time: 5955.83 ms
[2022-02-09 17:14:21 main:574] : INFO : Epoch 1702 | loss: 0.0312105 | val_loss: 0.0312182 | Time: 5929.91 ms
[2022-02-09 17:14:27 main:574] : INFO : Epoch 1703 | loss: 0.0312107 | val_loss: 0.0312161 | Time: 5944.66 ms
[2022-02-09 17:14:33 main:574] : INFO : Epoch 1704 | loss: 0.0312105 | val_loss: 0.031217 | Time: 6013.63 ms
[2022-02-09 17:14:39 main:574] : INFO : Epoch 1705 | loss: 0.0312086 | val_loss: 0.0312173 | Time: 5846.08 ms
[2022-02-09 17:14:45 main:574] : INFO : Epoch 1706 | loss: 0.0312095 | val_loss: 0.0312194 | Time: 5956.59 ms
[2022-02-09 17:14:51 main:574] : INFO : Epoch 1707 | loss: 0.0312099 | val_loss: 0.0312173 | Time: 6075.98 ms
[2022-02-09 17:14:57 main:574] : INFO : Epoch 1708 | loss: 0.031208 | val_loss: 0.0312197 | Time: 6097.42 ms
[2022-02-09 17:15:03 main:574] : INFO : Epoch 1709 | loss: 0.0312085 | val_loss: 0.0312176 | Time: 6037.55 ms
[2022-02-09 17:15:09 main:574] : INFO : Epoch 1710 | loss: 0.0312207 | val_loss: 0.03123 | Time: 5838.32 ms
[2022-02-09 17:15:15 main:574] : INFO : Epoch 1711 | loss: 0.0312679 | val_loss: 0.0313302 | Time: 6202.43 ms
[2022-02-09 17:15:21 main:574] : INFO : Epoch 1712 | loss: 0.0337036 | val_loss: 0.0322641 | Time: 6083.65 ms
[2022-02-09 17:15:27 main:574] : INFO : Epoch 1713 | loss: 0.0319923 | val_loss: 0.03153 | Time: 5950.76 ms
[2022-02-09 17:15:33 main:574] : INFO : Epoch 1714 | loss: 0.0313761 | val_loss: 0.0313041 | Time: 5997.08 ms
[2022-02-09 17:15:39 main:574] : INFO : Epoch 1715 | loss: 0.0312729 | val_loss: 0.0312534 | Time: 5847.86 ms
[2022-02-09 17:15:45 main:574] : INFO : Epoch 1716 | loss: 0.0312529 | val_loss: 0.0312514 | Time: 6041.42 ms
[2022-02-09 17:15:51 main:574] : INFO : Epoch 1717 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 5968.88 ms
[2022-02-09 17:15:57 main:574] : INFO : Epoch 1718 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 5860.35 ms
[2022-02-09 17:16:03 main:574] : INFO : Epoch 1719 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 6064.62 ms
[2022-02-09 17:16:09 main:574] : INFO : Epoch 1720 | loss: 0.0312477 | val_loss: 0.031249 | Time: 5999.83 ms
[2022-02-09 17:16:15 main:574] : INFO : Epoch 1721 | loss: 0.0312472 | val_loss: 0.0312485 | Time: 6034.29 ms
[2022-02-09 17:16:21 main:574] : INFO : Epoch 1722 | loss: 0.0312463 | val_loss: 0.0312486 | Time: 6030.97 ms
[2022-02-09 17:16:27 main:574] : INFO : Epoch 1723 | loss: 0.0312458 | val_loss: 0.0312482 | Time: 5831.52 ms
[2022-02-09 17:16:33 main:574] : INFO : Epoch 1724 | loss: 0.0312452 | val_loss: 0.0312481 | Time: 6015.68 ms
[2022-02-09 17:16:39 main:574] : INFO : Epoch 1725 | loss: 0.0312449 | val_loss: 0.0312483 | Time: 5992.23 ms
[2022-02-09 17:16:45 main:574] : INFO : Epoch 1726 | loss: 0.0312445 | val_loss: 0.0312475 | Time: 5982.7 ms
[2022-02-09 17:16:51 main:574] : INFO : Epoch 1727 | loss: 0.0312437 | val_loss: 0.0312466 | Time: 5941.62 ms
[2022-02-09 17:16:57 main:574] : INFO : Epoch 1728 | loss: 0.0312428 | val_loss: 0.0312463 | Time: 6128.36 ms
[2022-02-09 17:17:03 main:574] : INFO : Epoch 1729 | loss: 0.031242 | val_loss: 0.031246 | Time: 6001.14 ms
[2022-02-09 17:17:09 main:574] : INFO : Epoch 1730 | loss: 0.0312414 | val_loss: 0.0312459 | Time: 6017.94 ms
[2022-02-09 17:17:15 main:574] : INFO : Epoch 1731 | loss: 0.0312407 | val_loss: 0.0312455 | Time: 5975.34 ms
[2022-02-09 17:17:21 main:574] : INFO : Epoch 1732 | loss: 0.0312413 | val_loss: 0.0312455 | Time: 6038.86 ms
[2022-02-09 17:17:27 main:574] : INFO : Epoch 1733 | loss: 0.0312406 | val_loss: 0.0312442 | Time: 6015.15 ms
[2022-02-09 17:17:33 main:574] : INFO : Epoch 1734 | loss: 0.0312399 | val_loss: 0.0312441 | Time: 5991.04 ms
[2022-02-09 17:17:39 main:574] : INFO : Epoch 1735 | loss: 0.0312391 | val_loss: 0.0312437 | Time: 6015.89 ms
[2022-02-09 17:17:46 main:574] : INFO : Epoch 1736 | loss: 0.0312383 | val_loss: 0.031243 | Time: 6054.74 ms
[2022-02-09 17:17:52 main:574] : INFO : Epoch 1737 | loss: 0.031237 | val_loss: 0.0312425 | Time: 6071.86 ms
[2022-02-09 17:17:58 main:574] : INFO : Epoch 1738 | loss: 0.0312359 | val_loss: 0.0312416 | Time: 6111.54 ms
[2022-02-09 17:18:04 main:574] : INFO : Epoch 1739 | loss: 0.0312346 | val_loss: 0.03124 | Time: 5969.89 ms
[2022-02-09 17:18:10 main:574] : INFO : Epoch 1740 | loss: 0.0312334 | val_loss: 0.0312395 | Time: 5917.58 ms
[2022-02-09 17:18:16 main:574] : INFO : Epoch 1741 | loss: 0.0312321 | val_loss: 0.0312365 | Time: 6082.28 ms
[2022-02-09 17:18:22 main:574] : INFO : Epoch 1742 | loss: 0.0312295 | val_loss: 0.0312319 | Time: 5906.94 ms
[2022-02-09 17:18:28 main:574] : INFO : Epoch 1743 | loss: 0.0312274 | val_loss: 0.0312307 | Time: 5960.12 ms
[2022-02-09 17:18:33 main:574] : INFO : Epoch 1744 | loss: 0.0312267 | val_loss: 0.0312316 | Time: 5716.26 ms
[2022-02-09 17:18:39 main:574] : INFO : Epoch 1745 | loss: 0.0312254 | val_loss: 0.0312292 | Time: 5955.24 ms
[2022-02-09 17:18:45 main:574] : INFO : Epoch 1746 | loss: 0.0312239 | val_loss: 0.0312281 | Time: 5947.64 ms
[2022-02-09 17:18:51 main:574] : INFO : Epoch 1747 | loss: 0.0312214 | val_loss: 0.0312266 | Time: 5804.47 ms
[2022-02-09 17:18:57 main:574] : INFO : Epoch 1748 | loss: 0.0312202 | val_loss: 0.0312247 | Time: 5809.22 ms
[2022-02-09 17:19:03 main:574] : INFO : Epoch 1749 | loss: 0.0312189 | val_loss: 0.0312232 | Time: 5796.76 ms
[2022-02-09 17:19:09 main:574] : INFO : Epoch 1750 | loss: 0.0312172 | val_loss: 0.0312223 | Time: 5948.81 ms
[2022-02-09 17:19:15 main:574] : INFO : Epoch 1751 | loss: 0.0312163 | val_loss: 0.0312217 | Time: 5862.17 ms
[2022-02-09 17:19:21 main:574] : INFO : Epoch 1752 | loss: 0.0312152 | val_loss: 0.0312217 | Time: 6150.01 ms
[2022-02-09 17:19:27 main:574] : INFO : Epoch 1753 | loss: 0.0312148 | val_loss: 0.0312209 | Time: 6098.92 ms
[2022-02-09 17:19:33 main:574] : INFO : Epoch 1754 | loss: 0.031215 | val_loss: 0.0312208 | Time: 5999.73 ms
[2022-02-09 17:19:39 main:574] : INFO : Epoch 1755 | loss: 0.0312133 | val_loss: 0.0312203 | Time: 5946.96 ms
[2022-02-09 17:19:45 main:574] : INFO : Epoch 1756 | loss: 0.0312133 | val_loss: 0.0312204 | Time: 6054.04 ms
[2022-02-09 17:19:51 main:574] : INFO : Epoch 1757 | loss: 0.0312124 | val_loss: 0.0312208 | Time: 5892.39 ms
[2022-02-09 17:19:57 main:574] : INFO : Epoch 1758 | loss: 0.0312121 | val_loss: 0.0312214 | Time: 5968.39 ms
[2022-02-09 17:20:03 main:574] : INFO : Epoch 1759 | loss: 0.0312116 | val_loss: 0.0312204 | Time: 6053.9 ms
[2022-02-09 17:20:09 main:574] : INFO : Epoch 1760 | loss: 0.031211 | val_loss: 0.0312216 | Time: 6356.08 ms
[2022-02-09 17:20:15 main:574] : INFO : Epoch 1761 | loss: 0.0312114 | val_loss: 0.0312212 | Time: 5983.95 ms
[2022-02-09 17:20:21 main:574] : INFO : Epoch 1762 | loss: 0.0312109 | val_loss: 0.031221 | Time: 6039.73 ms
[2022-02-09 17:20:27 main:574] : INFO : Epoch 1763 | loss: 0.0312101 | val_loss: 0.0312216 | Time: 5842.76 ms
[2022-02-09 17:20:33 main:574] : INFO : Epoch 1764 | loss: 0.0312103 | val_loss: 0.0312205 | Time: 6081.65 ms
[2022-02-09 17:20:39 main:574] : INFO : Epoch 1765 | loss: 0.0312098 | val_loss: 0.0312219 | Time: 6016.09 ms
[2022-02-09 17:20:45 main:574] : INFO : Epoch 1766 | loss: 0.0312108 | val_loss: 0.0312204 | Time: 5852.08 ms
[2022-02-09 17:20:51 main:574] : INFO : Epoch 1767 | loss: 0.0312097 | val_loss: 0.0312212 | Time: 5963.11 ms
[2022-02-09 17:20:57 main:574] : INFO : Epoch 1768 | loss: 0.0312107 | val_loss: 0.0312208 | Time: 5956.33 ms
[2022-02-09 17:21:03 main:574] : INFO : Epoch 1769 | loss: 0.0312127 | val_loss: 0.0312219 | Time: 5895.07 ms
[2022-02-09 17:21:09 main:574] : INFO : Epoch 1770 | loss: 0.0312102 | val_loss: 0.031221 | Time: 6054.23 ms
[2022-02-09 17:21:15 main:574] : INFO : Epoch 1771 | loss: 0.0312097 | val_loss: 0.0312203 | Time: 6063.2 ms
[2022-02-09 17:21:21 main:574] : INFO : Epoch 1772 | loss: 0.0312095 | val_loss: 0.0312205 | Time: 6097.56 ms
[2022-02-09 17:21:27 main:574] : INFO : Epoch 1773 | loss: 0.0312096 | val_loss: 0.0312219 | Time: 5980.49 ms
[2022-02-09 17:21:33 main:574] : INFO : Epoch 1774 | loss: 0.0312112 | val_loss: 0.0312198 | Time: 5974.89 ms
[2022-02-09 17:21:39 main:574] : INFO : Epoch 1775 | loss: 0.0312091 | val_loss: 0.0312223 | Time: 6055.46 ms
[2022-02-09 17:21:46 main:574] : INFO : Epoch 1776 | loss: 0.0312087 | val_loss: 0.0312213 | Time: 6162.26 ms
[2022-02-09 17:21:52 main:574] : INFO : Epoch 1777 | loss: 0.0312083 | val_loss: 0.0312213 | Time: 6037.8 ms
[2022-02-09 17:21:58 main:574] : INFO : Epoch 1778 | loss: 0.0312089 | val_loss: 0.0312211 | Time: 6121.46 ms
[2022-02-09 17:22:04 main:574] : INFO : Epoch 1779 | loss: 0.0312082 | val_loss: 0.0312211 | Time: 5940.4 ms
[2022-02-09 17:22:10 main:574] : INFO : Epoch 1780 | loss: 0.0312091 | val_loss: 0.0312186 | Time: 6112.3 ms
[2022-02-09 17:22:16 main:574] : INFO : Epoch 1781 | loss: 0.0312107 | val_loss: 0.0312178 | Time: 6025.65 ms
[2022-02-09 17:22:22 main:574] : INFO : Epoch 1782 | loss: 0.0312108 | val_loss: 0.0312176 | Time: 5911.48 ms
[2022-02-09 17:22:28 main:574] : INFO : Epoch 1783 | loss: 0.0312105 | val_loss: 0.0312175 | Time: 6082.3 ms
[2022-02-09 17:22:34 main:574] : INFO : Epoch 1784 | loss: 0.0312096 | val_loss: 0.031218 | Time: 6052.36 ms
[2022-02-09 17:22:40 main:574] : INFO : Epoch 1785 | loss: 0.0312093 | val_loss: 0.0312165 | Time: 5870.39 ms
[2022-02-09 17:22:46 main:574] : INFO : Epoch 1786 | loss: 0.0312101 | val_loss: 0.0312173 | Time: 6046.42 ms
[2022-02-09 17:22:52 main:574] : INFO : Epoch 1787 | loss: 0.0312104 | val_loss: 0.0312166 | Time: 5891.47 ms
[2022-02-09 17:22:58 main:574] : INFO : Epoch 1788 | loss: 0.0312094 | val_loss: 0.0312163 | Time: 5993.04 ms
[2022-02-09 17:23:04 main:574] : INFO : Epoch 1789 | loss: 0.0312093 | val_loss: 0.0312161 | Time: 5864.76 ms
[2022-02-09 17:23:10 main:574] : INFO : Epoch 1790 | loss: 0.0312089 | val_loss: 0.0312172 | Time: 5953.52 ms
[2022-02-09 17:23:16 main:574] : INFO : Epoch 1791 | loss: 0.0312088 | val_loss: 0.0312161 | Time: 5967.43 ms
[2022-02-09 17:23:22 main:574] : INFO : Epoch 1792 | loss: 0.0312086 | val_loss: 0.0312157 | Time: 5989.15 ms
[2022-02-09 17:23:28 main:574] : INFO : Epoch 1793 | loss: 0.0312088 | val_loss: 0.0312154 | Time: 5933.37 ms
[2022-02-09 17:23:34 main:574] : INFO : Epoch 1794 | loss: 0.0312082 | val_loss: 0.0312179 | Time: 5861.22 ms
[2022-02-09 17:23:40 main:574] : INFO : Epoch 1795 | loss: 0.0312106 | val_loss: 0.0312196 | Time: 6122.53 ms
[2022-02-09 17:23:46 main:574] : INFO : Epoch 1796 | loss: 0.0312092 | val_loss: 0.0312167 | Time: 5865.37 ms
[2022-02-09 17:23:52 main:574] : INFO : Epoch 1797 | loss: 0.0312097 | val_loss: 0.0312181 | Time: 5955.71 ms
[2022-02-09 17:23:57 main:574] : INFO : Epoch 1798 | loss: 0.0312078 | val_loss: 0.0312168 | Time: 5902.55 ms
[2022-02-09 17:24:04 main:574] : INFO : Epoch 1799 | loss: 0.0312079 | val_loss: 0.031217 | Time: 6049.43 ms
[2022-02-09 17:24:09 main:574] : INFO : Epoch 1800 | loss: 0.0312074 | val_loss: 0.0312161 | Time: 5776.29 ms
[2022-02-09 17:24:15 main:574] : INFO : Epoch 1801 | loss: 0.0312078 | val_loss: 0.031219 | Time: 5923.9 ms
[2022-02-09 17:24:21 main:574] : INFO : Epoch 1802 | loss: 0.0312097 | val_loss: 0.0312177 | Time: 6103.32 ms
[2022-02-09 17:24:27 main:574] : INFO : Epoch 1803 | loss: 0.0312074 | val_loss: 0.031217 | Time: 6108.2 ms
[2022-02-09 17:24:34 main:574] : INFO : Epoch 1804 | loss: 0.0312081 | val_loss: 0.0312193 | Time: 6074.71 ms
[2022-02-09 17:24:40 main:574] : INFO : Epoch 1805 | loss: 0.0312072 | val_loss: 0.0312168 | Time: 5935.71 ms
[2022-02-09 17:24:46 main:574] : INFO : Epoch 1806 | loss: 0.0312064 | val_loss: 0.0312164 | Time: 6011.88 ms
[2022-02-09 17:24:51 main:574] : INFO : Epoch 1807 | loss: 0.0312065 | val_loss: 0.0312177 | Time: 5896.97 ms
[2022-02-09 17:24:58 main:574] : INFO : Epoch 1808 | loss: 0.031207 | val_loss: 0.0312171 | Time: 6052.61 ms
[2022-02-09 17:25:04 main:574] : INFO : Epoch 1809 | loss: 0.0312066 | val_loss: 0.0312161 | Time: 5985.94 ms
[2022-02-09 17:25:09 main:574] : INFO : Epoch 1810 | loss: 0.031207 | val_loss: 0.0312156 | Time: 5855.16 ms
[2022-02-09 17:25:15 main:574] : INFO : Epoch 1811 | loss: 0.0312078 | val_loss: 0.0312165 | Time: 5936.58 ms
[2022-02-09 17:25:21 main:574] : INFO : Epoch 1812 | loss: 0.031208 | val_loss: 0.0312165 | Time: 5987.38 ms
[2022-02-09 17:25:28 main:574] : INFO : Epoch 1813 | loss: 0.0312065 | val_loss: 0.0312174 | Time: 6232.01 ms
[2022-02-09 17:25:34 main:574] : INFO : Epoch 1814 | loss: 0.0312077 | val_loss: 0.0312159 | Time: 6051.73 ms
[2022-02-09 17:25:40 main:574] : INFO : Epoch 1815 | loss: 0.0312088 | val_loss: 0.0312214 | Time: 5971.29 ms
[2022-02-09 17:25:46 main:574] : INFO : Epoch 1816 | loss: 0.0312067 | val_loss: 0.0312161 | Time: 6031.62 ms
[2022-02-09 17:25:52 main:574] : INFO : Epoch 1817 | loss: 0.031206 | val_loss: 0.0312175 | Time: 6101.43 ms
[2022-02-09 17:25:58 main:574] : INFO : Epoch 1818 | loss: 0.0312078 | val_loss: 0.0312167 | Time: 6099.07 ms
[2022-02-09 17:26:04 main:574] : INFO : Epoch 1819 | loss: 0.0312073 | val_loss: 0.0312171 | Time: 6084.84 ms
[2022-02-09 17:26:10 main:574] : INFO : Epoch 1820 | loss: 0.0312062 | val_loss: 0.0312157 | Time: 6037.61 ms
[2022-02-09 17:26:16 main:574] : INFO : Epoch 1821 | loss: 0.0312064 | val_loss: 0.0312171 | Time: 6036.13 ms
[2022-02-09 17:26:22 main:574] : INFO : Epoch 1822 | loss: 0.0312063 | val_loss: 0.0312152 | Time: 5938.52 ms
[2022-02-09 17:26:28 main:574] : INFO : Epoch 1823 | loss: 0.0312057 | val_loss: 0.0312156 | Time: 5974.18 ms
[2022-02-09 17:26:34 main:574] : INFO : Epoch 1824 | loss: 0.0312054 | val_loss: 0.0312176 | Time: 5873.69 ms
[2022-02-09 17:26:40 main:574] : INFO : Epoch 1825 | loss: 0.0312061 | val_loss: 0.0312157 | Time: 5901.39 ms
[2022-02-09 17:26:46 main:574] : INFO : Epoch 1826 | loss: 0.0312067 | val_loss: 0.0312168 | Time: 5811.3 ms
[2022-02-09 17:26:52 main:574] : INFO : Epoch 1827 | loss: 0.0312066 | val_loss: 0.031216 | Time: 6032.54 ms
[2022-02-09 17:26:58 main:574] : INFO : Epoch 1828 | loss: 0.0312056 | val_loss: 0.0312159 | Time: 6098.1 ms
[2022-02-09 17:27:04 main:574] : INFO : Epoch 1829 | loss: 0.0312057 | val_loss: 0.0312156 | Time: 6085.43 ms
[2022-02-09 17:27:10 main:574] : INFO : Epoch 1830 | loss: 0.031206 | val_loss: 0.0312181 | Time: 5916 ms
[2022-02-09 17:27:16 main:574] : INFO : Epoch 1831 | loss: 0.0312063 | val_loss: 0.0312167 | Time: 5953.63 ms
[2022-02-09 17:27:22 main:574] : INFO : Epoch 1832 | loss: 0.0312053 | val_loss: 0.0312163 | Time: 6119.06 ms
[2022-02-09 17:27:28 main:574] : INFO : Epoch 1833 | loss: 0.0312061 | val_loss: 0.0312169 | Time: 5984.59 ms
[2022-02-09 17:27:34 main:574] : INFO : Epoch 1834 | loss: 0.0312054 | val_loss: 0.0312149 | Time: 5972.26 ms
[2022-02-09 17:27:40 main:574] : INFO : Epoch 1835 | loss: 0.0312052 | val_loss: 0.0312163 | Time: 5943.04 ms
[2022-02-09 17:27:46 main:574] : INFO : Epoch 1836 | loss: 0.0312046 | val_loss: 0.0312155 | Time: 5791.87 ms
[2022-02-09 17:27:52 main:574] : INFO : Epoch 1837 | loss: 0.0312046 | val_loss: 0.0312162 | Time: 6050.21 ms
[2022-02-09 17:27:58 main:574] : INFO : Epoch 1838 | loss: 0.0312049 | val_loss: 0.031216 | Time: 5841.62 ms
[2022-02-09 17:28:04 main:574] : INFO : Epoch 1839 | loss: 0.0312053 | val_loss: 0.0312168 | Time: 6051.96 ms
[2022-02-09 17:28:10 main:574] : INFO : Epoch 1840 | loss: 0.0312043 | val_loss: 0.031216 | Time: 6019.76 ms
[2022-02-09 17:28:16 main:574] : INFO : Epoch 1841 | loss: 0.0312054 | val_loss: 0.0312222 | Time: 5944.6 ms
[2022-02-09 17:28:22 main:574] : INFO : Epoch 1842 | loss: 0.0312108 | val_loss: 0.0312181 | Time: 6113.81 ms
[2022-02-09 17:28:28 main:574] : INFO : Epoch 1843 | loss: 0.0312086 | val_loss: 0.0312167 | Time: 6103.94 ms
[2022-02-09 17:28:34 main:574] : INFO : Epoch 1844 | loss: 0.0312073 | val_loss: 0.0312162 | Time: 6114.61 ms
[2022-02-09 17:28:40 main:574] : INFO : Epoch 1845 | loss: 0.0312077 | val_loss: 0.0312175 | Time: 5859.93 ms
[2022-02-09 17:28:46 main:574] : INFO : Epoch 1846 | loss: 0.0312071 | val_loss: 0.0312193 | Time: 6106.8 ms
[2022-02-09 17:28:52 main:574] : INFO : Epoch 1847 | loss: 0.0312055 | val_loss: 0.0312179 | Time: 5878.99 ms
[2022-02-09 17:28:58 main:574] : INFO : Epoch 1848 | loss: 0.0312062 | val_loss: 0.0312161 | Time: 5779.94 ms
[2022-02-09 17:29:04 main:574] : INFO : Epoch 1849 | loss: 0.0312048 | val_loss: 0.0312156 | Time: 5942.03 ms
[2022-02-09 17:29:10 main:574] : INFO : Epoch 1850 | loss: 0.0312049 | val_loss: 0.0312168 | Time: 6001.54 ms
[2022-02-09 17:29:16 main:574] : INFO : Epoch 1851 | loss: 0.031205 | val_loss: 0.0312166 | Time: 5913.17 ms
[2022-02-09 17:29:22 main:574] : INFO : Epoch 1852 | loss: 0.0312053 | val_loss: 0.0312177 | Time: 5851.38 ms
[2022-02-09 17:29:28 main:574] : INFO : Epoch 1853 | loss: 0.0312077 | val_loss: 0.0312159 | Time: 5807.54 ms
[2022-02-09 17:29:34 main:574] : INFO : Epoch 1854 | loss: 0.0312076 | val_loss: 0.0312325 | Time: 5997.36 ms
[2022-02-09 17:29:39 main:574] : INFO : Epoch 1855 | loss: 0.031207 | val_loss: 0.0312215 | Time: 5936.07 ms
[2022-02-09 17:29:45 main:574] : INFO : Epoch 1856 | loss: 0.0312053 | val_loss: 0.0312178 | Time: 5921.93 ms
[2022-02-09 17:29:51 main:574] : INFO : Epoch 1857 | loss: 0.0312038 | val_loss: 0.0312179 | Time: 5891.03 ms
[2022-02-09 17:29:57 main:574] : INFO : Epoch 1858 | loss: 0.031204 | val_loss: 0.0312199 | Time: 5920.04 ms
[2022-02-09 17:30:03 main:574] : INFO : Epoch 1859 | loss: 0.0312042 | val_loss: 0.0312173 | Time: 5918.7 ms
[2022-02-09 17:30:09 main:574] : INFO : Epoch 1860 | loss: 0.0312045 | val_loss: 0.0312229 | Time: 5803.94 ms
[2022-02-09 17:30:15 main:574] : INFO : Epoch 1861 | loss: 0.0312043 | val_loss: 0.0312184 | Time: 6049.5 ms
[2022-02-09 17:30:21 main:574] : INFO : Epoch 1862 | loss: 0.0312037 | val_loss: 0.0312176 | Time: 5865.74 ms
[2022-02-09 17:30:27 main:574] : INFO : Epoch 1863 | loss: 0.0312031 | val_loss: 0.0312195 | Time: 5937.97 ms
[2022-02-09 17:30:33 main:574] : INFO : Epoch 1864 | loss: 0.0312036 | val_loss: 0.0312189 | Time: 5917.87 ms
[2022-02-09 17:30:39 main:574] : INFO : Epoch 1865 | loss: 0.0312053 | val_loss: 0.0312207 | Time: 5899.81 ms
[2022-02-09 17:30:45 main:574] : INFO : Epoch 1866 | loss: 0.0312038 | val_loss: 0.0312182 | Time: 6138.09 ms
[2022-02-09 17:30:51 main:574] : INFO : Epoch 1867 | loss: 0.031203 | val_loss: 0.0312185 | Time: 5878.71 ms
[2022-02-09 17:30:57 main:574] : INFO : Epoch 1868 | loss: 0.0312034 | val_loss: 0.0312198 | Time: 6039.3 ms
[2022-02-09 17:31:03 main:574] : INFO : Epoch 1869 | loss: 0.0312037 | val_loss: 0.0312218 | Time: 5988.74 ms
[2022-02-09 17:31:09 main:574] : INFO : Epoch 1870 | loss: 0.0312046 | val_loss: 0.0312177 | Time: 5882.29 ms
[2022-02-09 17:31:15 main:574] : INFO : Epoch 1871 | loss: 0.031205 | val_loss: 0.0312189 | Time: 6088.63 ms
[2022-02-09 17:31:21 main:574] : INFO : Epoch 1872 | loss: 0.0312049 | val_loss: 0.0312227 | Time: 5827.63 ms
[2022-02-09 17:31:27 main:574] : INFO : Epoch 1873 | loss: 0.0312032 | val_loss: 0.031219 | Time: 5877.57 ms
[2022-02-09 17:31:33 main:574] : INFO : Epoch 1874 | loss: 0.031203 | val_loss: 0.0312189 | Time: 5998.99 ms
[2022-02-09 17:31:39 main:574] : INFO : Epoch 1875 | loss: 0.0312025 | val_loss: 0.031219 | Time: 6151.42 ms
[2022-02-09 17:31:45 main:574] : INFO : Epoch 1876 | loss: 0.0312034 | val_loss: 0.0312178 | Time: 5965.19 ms
[2022-02-09 17:31:51 main:574] : INFO : Epoch 1877 | loss: 0.0312019 | val_loss: 0.0312194 | Time: 5978.82 ms
[2022-02-09 17:31:57 main:574] : INFO : Epoch 1878 | loss: 0.0312024 | val_loss: 0.0312193 | Time: 6039.12 ms
[2022-02-09 17:32:03 main:574] : INFO : Epoch 1879 | loss: 0.0312028 | val_loss: 0.0312193 | Time: 5935.2 ms
[2022-02-09 17:32:09 main:574] : INFO : Epoch 1880 | loss: 0.0312026 | val_loss: 0.0312194 | Time: 5977.82 ms
[2022-02-09 17:32:15 main:574] : INFO : Epoch 1881 | loss: 0.0312022 | val_loss: 0.0312174 | Time: 6001.96 ms
[2022-02-09 17:32:21 main:574] : INFO : Epoch 1882 | loss: 0.0312024 | val_loss: 0.0312176 | Time: 5818.28 ms
[2022-02-09 17:32:27 main:574] : INFO : Epoch 1883 | loss: 0.0312031 | val_loss: 0.0312178 | Time: 6006.81 ms
[2022-02-09 17:32:33 main:574] : INFO : Epoch 1884 | loss: 0.0312032 | val_loss: 0.0312179 | Time: 6119.48 ms
[2022-02-09 17:32:39 main:574] : INFO : Epoch 1885 | loss: 0.0312021 | val_loss: 0.0312188 | Time: 5895.25 ms
[2022-02-09 17:32:45 main:574] : INFO : Epoch 1886 | loss: 0.0312021 | val_loss: 0.0312209 | Time: 6085.55 ms
[2022-02-09 17:32:51 main:574] : INFO : Epoch 1887 | loss: 0.0312018 | val_loss: 0.0312171 | Time: 6063.51 ms
[2022-02-09 17:32:57 main:574] : INFO : Epoch 1888 | loss: 0.0312016 | val_loss: 0.0312182 | Time: 5723.45 ms
[2022-02-09 17:33:03 main:574] : INFO : Epoch 1889 | loss: 0.0312028 | val_loss: 0.0312166 | Time: 6030.21 ms
[2022-02-09 17:33:09 main:574] : INFO : Epoch 1890 | loss: 0.0312024 | val_loss: 0.0312198 | Time: 5954.65 ms
[2022-02-09 17:33:15 main:574] : INFO : Epoch 1891 | loss: 0.0312036 | val_loss: 0.0312166 | Time: 6057.02 ms
[2022-02-09 17:33:21 main:574] : INFO : Epoch 1892 | loss: 0.0312017 | val_loss: 0.0312179 | Time: 6068.29 ms
[2022-02-09 17:33:27 main:574] : INFO : Epoch 1893 | loss: 0.0312018 | val_loss: 0.0312178 | Time: 5996.74 ms
[2022-02-09 17:33:33 main:574] : INFO : Epoch 1894 | loss: 0.0312016 | val_loss: 0.0312223 | Time: 5943.74 ms
[2022-02-09 17:33:39 main:574] : INFO : Epoch 1895 | loss: 0.0312018 | val_loss: 0.0312194 | Time: 5963.14 ms
[2022-02-09 17:33:45 main:574] : INFO : Epoch 1896 | loss: 0.0312012 | val_loss: 0.0312188 | Time: 5888.12 ms
[2022-02-09 17:33:51 main:574] : INFO : Epoch 1897 | loss: 0.0312009 | val_loss: 0.0312174 | Time: 6156.16 ms
[2022-02-09 17:33:57 main:574] : INFO : Epoch 1898 | loss: 0.0312015 | val_loss: 0.0312188 | Time: 5968.5 ms
[2022-02-09 17:34:03 main:574] : INFO : Epoch 1899 | loss: 0.0312016 | val_loss: 0.0312173 | Time: 5888.93 ms
[2022-02-09 17:34:09 main:574] : INFO : Epoch 1900 | loss: 0.031201 | val_loss: 0.0312164 | Time: 6012.9 ms
[2022-02-09 17:34:15 main:574] : INFO : Epoch 1901 | loss: 0.0312013 | val_loss: 0.0312157 | Time: 5956.61 ms
[2022-02-09 17:34:21 main:574] : INFO : Epoch 1902 | loss: 0.0312006 | val_loss: 0.0312165 | Time: 5882.43 ms
[2022-02-09 17:34:27 main:574] : INFO : Epoch 1903 | loss: 0.0312002 | val_loss: 0.0312165 | Time: 6049.71 ms
[2022-02-09 17:34:33 main:574] : INFO : Epoch 1904 | loss: 0.0312025 | val_loss: 0.0312182 | Time: 6165.32 ms
[2022-02-09 17:34:39 main:574] : INFO : Epoch 1905 | loss: 0.0312028 | val_loss: 0.0312165 | Time: 6059.24 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti)
[2022-02-14 12:52:48 main:435] : INFO : Set logging level to 1
[2022-02-14 12:52:48 main:441] : INFO : Running in BOINC Client mode
[2022-02-14 12:52:48 main:444] : INFO : Resolving all filenames
[2022-02-14 12:52:48 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-02-14 12:52:48 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-02-14 12:52:48 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-02-14 12:52:48 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-02-14 12:52:48 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-02-14 12:52:48 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-02-14 12:52:48 main:474] : INFO : Configuration:
[2022-02-14 12:52:48 main:475] : INFO : Model type: GRU
[2022-02-14 12:52:48 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-02-14 12:52:48 main:477] : INFO : Max Epochs: 2048
[2022-02-14 12:52:48 main:478] : INFO : Batch Size: 128
[2022-02-14 12:52:48 main:479] : INFO : Learning Rate: 0.01
[2022-02-14 12:52:48 main:480] : INFO : Patience: 10
[2022-02-14 12:52:48 main:481] : INFO : Hidden Width: 12
[2022-02-14 12:52:48 main:482] : INFO : # Recurrent Layers: 4
[2022-02-14 12:52:48 main:483] : INFO : # Backend Layers: 4
[2022-02-14 12:52:48 main:484] : INFO : # Threads: 1
[2022-02-14 12:52:48 main:486] : INFO : Preparing Dataset
[2022-02-14 12:52:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-02-14 12:52:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-02-14 12:52:51 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-02-14 12:52:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-02-14 12:52:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-02-14 12:52:51 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-02-14 12:52:51 main:494] : INFO : Creating Model
[2022-02-14 12:52:51 main:507] : INFO : Preparing config file
[2022-02-14 12:52:51 main:511] : INFO : Found checkpoint, attempting to load...
[2022-02-14 12:52:51 main:512] : INFO : Loading config
[2022-02-14 12:52:51 main:514] : INFO : Loading state
[2022-02-14 12:52:52 main:559] : INFO : Loading DataLoader into Memory
[2022-02-14 12:52:52 main:562] : INFO : Starting Training
[2022-02-14 12:52:58 main:574] : INFO : Epoch 1906 | loss: 0.0313505 | val_loss: 0.0312653 | Time: 6010.78 ms
[2022-02-14 12:53:04 main:574] : INFO : Epoch 1907 | loss: 0.031253 | val_loss: 0.0312435 | Time: 5748.77 ms
[2022-02-14 12:53:09 main:574] : INFO : Epoch 1908 | loss: 0.031231 | val_loss: 0.03122 | Time: 5659.57 ms
[2022-02-14 12:53:15 main:574] : INFO : Epoch 1909 | loss: 0.0312153 | val_loss: 0.0312124 | Time: 5616.09 ms
[2022-02-14 12:53:21 main:574] : INFO : Epoch 1910 | loss: 0.0312072 | val_loss: 0.0312062 | Time: 5859.37 ms
[2022-02-14 12:53:27 main:574] : INFO : Epoch 1911 | loss: 0.0312034 | val_loss: 0.0312028 | Time: 5771.55 ms
[2022-02-14 12:53:33 main:574] : INFO : Epoch 1912 | loss: 0.031202 | val_loss: 0.0312004 | Time: 6046.2 ms
[2022-02-14 12:53:39 main:574] : INFO : Epoch 1913 | loss: 0.031204 | val_loss: 0.0312009 | Time: 5977.44 ms
[2022-02-14 12:53:44 main:574] : INFO : Epoch 1914 | loss: 0.0311998 | val_loss: 0.0311978 | Time: 5778.88 ms
[2022-02-14 12:53:51 main:574] : INFO : Epoch 1915 | loss: 0.031197 | val_loss: 0.0311968 | Time: 6048.92 ms
[2022-02-14 12:53:56 main:574] : INFO : Epoch 1916 | loss: 0.0311961 | val_loss: 0.0311943 | Time: 5814.58 ms
[2022-02-14 12:54:02 main:574] : INFO : Epoch 1917 | loss: 0.0311935 | val_loss: 0.031194 | Time: 5875.89 ms
[2022-02-14 12:54:08 main:574] : INFO : Epoch 1918 | loss: 0.0311933 | val_loss: 0.0311934 | Time: 5862.15 ms
[2022-02-14 12:54:14 main:574] : INFO : Epoch 1919 | loss: 0.0311918 | val_loss: 0.0311938 | Time: 5850.97 ms
[2022-02-14 12:54:20 main:574] : INFO : Epoch 1920 | loss: 0.031193 | val_loss: 0.0311966 | Time: 5759.42 ms
[2022-02-14 12:54:26 main:574] : INFO : Epoch 1921 | loss: 0.0311916 | val_loss: 0.0311944 | Time: 5819.35 ms
[2022-02-14 12:54:31 main:574] : INFO : Epoch 1922 | loss: 0.0311931 | val_loss: 0.0311949 | Time: 5730.64 ms
[2022-02-14 12:54:37 main:574] : INFO : Epoch 1923 | loss: 0.0311909 | val_loss: 0.0311923 | Time: 5827.26 ms
[2022-02-14 12:54:43 main:574] : INFO : Epoch 1924 | loss: 0.0311898 | val_loss: 0.0311943 | Time: 5779.84 ms
[2022-02-14 12:54:49 main:574] : INFO : Epoch 1925 | loss: 0.0311895 | val_loss: 0.0311925 | Time: 5697.48 ms
[2022-02-14 12:54:54 main:574] : INFO : Epoch 1926 | loss: 0.0311889 | val_loss: 0.0311967 | Time: 5774.66 ms
[2022-02-14 12:55:00 main:574] : INFO : Epoch 1927 | loss: 0.0311915 | val_loss: 0.0311923 | Time: 5817.51 ms
[2022-02-14 12:55:06 main:574] : INFO : Epoch 1928 | loss: 0.0311883 | val_loss: 0.0311951 | Time: 5774.54 ms
[2022-02-14 12:55:12 main:574] : INFO : Epoch 1929 | loss: 0.031188 | val_loss: 0.0311927 | Time: 5827.5 ms
[2022-02-14 12:55:18 main:574] : INFO : Epoch 1930 | loss: 0.0311863 | val_loss: 0.0311916 | Time: 5766.89 ms
[2022-02-14 12:55:23 main:574] : INFO : Epoch 1931 | loss: 0.0311863 | val_loss: 0.0311927 | Time: 5860.47 ms
[2022-02-14 12:55:29 main:574] : INFO : Epoch 1932 | loss: 0.0311855 | val_loss: 0.0311939 | Time: 5766.87 ms
[2022-02-14 12:55:35 main:574] : INFO : Epoch 1933 | loss: 0.0311853 | val_loss: 0.0311926 | Time: 5790.94 ms
[2022-02-14 12:55:41 main:574] : INFO : Epoch 1934 | loss: 0.0311851 | val_loss: 0.0311919 | Time: 5967.86 ms
[2022-02-14 12:55:47 main:574] : INFO : Epoch 1935 | loss: 0.0311849 | val_loss: 0.0311938 | Time: 5724.61 ms
[2022-02-14 12:55:53 main:574] : INFO : Epoch 1936 | loss: 0.0311854 | val_loss: 0.0311905 | Time: 5834.31 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti)
[2022-02-14 13:22:38 main:435] : INFO : Set logging level to 1
[2022-02-14 13:22:38 main:441] : INFO : Running in BOINC Client mode
[2022-02-14 13:22:38 main:444] : INFO : Resolving all filenames
[2022-02-14 13:22:38 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-02-14 13:22:38 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-02-14 13:22:38 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-02-14 13:22:38 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-02-14 13:22:38 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-02-14 13:22:38 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-02-14 13:22:38 main:474] : INFO : Configuration:
[2022-02-14 13:22:38 main:475] : INFO : Model type: GRU
[2022-02-14 13:22:38 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-02-14 13:22:38 main:477] : INFO : Max Epochs: 2048
[2022-02-14 13:22:38 main:478] : INFO : Batch Size: 128
[2022-02-14 13:22:38 main:479] : INFO : Learning Rate: 0.01
[2022-02-14 13:22:38 main:480] : INFO : Patience: 10
[2022-02-14 13:22:38 main:481] : INFO : Hidden Width: 12
[2022-02-14 13:22:38 main:482] : INFO : # Recurrent Layers: 4
[2022-02-14 13:22:38 main:483] : INFO : # Backend Layers: 4
[2022-02-14 13:22:38 main:484] : INFO : # Threads: 1
[2022-02-14 13:22:38 main:486] : INFO : Preparing Dataset
[2022-02-14 13:22:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-02-14 13:22:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-02-14 13:22:40 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-02-14 13:22:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-02-14 13:22:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-02-14 13:22:40 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-02-14 13:22:40 main:494] : INFO : Creating Model
[2022-02-14 13:22:40 main:507] : INFO : Preparing config file
[2022-02-14 13:22:40 main:511] : INFO : Found checkpoint, attempting to load...
[2022-02-14 13:22:40 main:512] : INFO : Loading config
[2022-02-14 13:22:40 main:514] : INFO : Loading state
[2022-02-14 13:22:41 main:559] : INFO : Loading DataLoader into Memory
[2022-02-14 13:22:41 main:562] : INFO : Starting Training
[2022-02-14 13:22:47 main:574] : INFO : Epoch 1906 | loss: 0.031374 | val_loss: 0.0312714 | Time: 6572.99 ms
[2022-02-14 13:22:54 main:574] : INFO : Epoch 1907 | loss: 0.0312496 | val_loss: 0.0312448 | Time: 6401 ms
[2022-02-14 13:23:00 main:574] : INFO : Epoch 1908 | loss: 0.0312326 | val_loss: 0.031224 | Time: 6307.25 ms
[2022-02-14 13:23:06 main:574] : INFO : Epoch 1909 | loss: 0.0312211 | val_loss: 0.0312212 | Time: 6053.61 ms
[2022-02-14 13:23:12 main:574] : INFO : Epoch 1910 | loss: 0.0312159 | val_loss: 0.031216 | Time: 6208.95 ms
[2022-02-14 13:23:19 main:574] : INFO : Epoch 1911 | loss: 0.0312124 | val_loss: 0.0312141 | Time: 6323.06 ms
[2022-02-14 13:23:25 main:574] : INFO : Epoch 1912 | loss: 0.0312145 | val_loss: 0.031214 | Time: 6337.69 ms
[2022-02-14 13:23:31 main:574] : INFO : Epoch 1913 | loss: 0.0312155 | val_loss: 0.031212 | Time: 6391.32 ms
[2022-02-14 13:23:38 main:574] : INFO : Epoch 1914 | loss: 0.031213 | val_loss: 0.0312125 | Time: 6322.67 ms
[2022-02-14 13:23:44 main:574] : INFO : Epoch 1915 | loss: 0.0312131 | val_loss: 0.0312091 | Time: 5993.19 ms
[2022-02-14 13:23:50 main:574] : INFO : Epoch 1916 | loss: 0.0312119 | val_loss: 0.0312093 | Time: 6391.97 ms
[2022-02-14 13:23:56 main:574] : INFO : Epoch 1917 | loss: 0.0312129 | val_loss: 0.0312072 | Time: 6086.45 ms
[2022-02-14 13:24:02 main:574] : INFO : Epoch 1918 | loss: 0.0312092 | val_loss: 0.0312077 | Time: 5938.08 ms
[2022-02-14 13:24:09 main:574] : INFO : Epoch 1919 | loss: 0.0312062 | val_loss: 0.0312049 | Time: 6304.42 ms
[2022-02-14 13:24:15 main:574] : INFO : Epoch 1920 | loss: 0.0312053 | val_loss: 0.0312028 | Time: 6143.84 ms
[2022-02-14 13:24:21 main:574] : INFO : Epoch 1921 | loss: 0.0312038 | val_loss: 0.0312069 | Time: 5980.93 ms
[2022-02-14 13:24:27 main:574] : INFO : Epoch 1922 | loss: 0.0312019 | val_loss: 0.031202 | Time: 6124.02 ms
[2022-02-14 13:24:33 main:574] : INFO : Epoch 1923 | loss: 0.0312001 | val_loss: 0.0312066 | Time: 6094.48 ms
[2022-02-14 13:24:39 main:574] : INFO : Epoch 1924 | loss: 0.0311986 | val_loss: 0.0312002 | Time: 6168.62 ms
[2022-02-14 13:24:45 main:574] : INFO : Epoch 1925 | loss: 0.031199 | val_loss: 0.0312034 | Time: 6150.76 ms
[2022-02-14 13:24:51 main:574] : INFO : Epoch 1926 | loss: 0.0311971 | val_loss: 0.0312014 | Time: 6148.96 ms
[2022-02-14 13:24:57 main:574] : INFO : Epoch 1927 | loss: 0.0311968 | val_loss: 0.0311984 | Time: 5937.78 ms
[2022-02-14 13:25:03 main:574] : INFO : Epoch 1928 | loss: 0.0311934 | val_loss: 0.0311969 | Time: 6022.12 ms
[2022-02-14 13:25:10 main:574] : INFO : Epoch 1929 | loss: 0.0311942 | val_loss: 0.031202 | Time: 6385.97 ms
[2022-02-14 13:25:16 main:574] : INFO : Epoch 1930 | loss: 0.0311955 | val_loss: 0.0312051 | Time: 6175.61 ms
[2022-02-14 13:25:22 main:574] : INFO : Epoch 1931 | loss: 0.0311941 | val_loss: 0.0311967 | Time: 6344.15 ms
[2022-02-14 13:25:29 main:574] : INFO : Epoch 1932 | loss: 0.0311907 | val_loss: 0.0311962 | Time: 6328.87 ms
[2022-02-14 13:25:35 main:574] : INFO : Epoch 1933 | loss: 0.0311909 | val_loss: 0.0311978 | Time: 6304.44 ms
[2022-02-14 13:25:41 main:574] : INFO : Epoch 1934 | loss: 0.031191 | val_loss: 0.0311935 | Time: 6327.53 ms
[2022-02-14 13:25:48 main:574] : INFO : Epoch 1935 | loss: 0.0311888 | val_loss: 0.0311932 | Time: 6394.42 ms
[2022-02-14 13:25:54 main:574] : INFO : Epoch 1936 | loss: 0.0311895 | val_loss: 0.0311931 | Time: 6340.15 ms
[2022-02-14 13:26:00 main:574] : INFO : Epoch 1937 | loss: 0.0311897 | val_loss: 0.031193 | Time: 6068.11 ms
[2022-02-14 13:26:06 main:574] : INFO : Epoch 1938 | loss: 0.031189 | val_loss: 0.0311924 | Time: 6085.78 ms
[2022-02-14 13:26:13 main:574] : INFO : Epoch 1939 | loss: 0.0311911 | val_loss: 0.031193 | Time: 6231.25 ms
[2022-02-14 13:26:19 main:574] : INFO : Epoch 1940 | loss: 0.0311896 | val_loss: 0.0311911 | Time: 6132.84 ms
[2022-02-14 13:26:25 main:574] : INFO : Epoch 1941 | loss: 0.0311886 | val_loss: 0.0311901 | Time: 6128.38 ms
[2022-02-14 13:26:31 main:574] : INFO : Epoch 1942 | loss: 0.0311871 | val_loss: 0.0311911 | Time: 6410.51 ms
[2022-02-14 13:26:38 main:574] : INFO : Epoch 1943 | loss: 0.0311872 | val_loss: 0.0311894 | Time: 6446.99 ms
[2022-02-14 13:26:44 main:574] : INFO : Epoch 1944 | loss: 0.0311878 | val_loss: 0.031191 | Time: 6072.49 ms
[2022-02-14 13:26:50 main:574] : INFO : Epoch 1945 | loss: 0.0311872 | val_loss: 0.0311921 | Time: 6374.34 ms
[2022-02-14 13:26:56 main:574] : INFO : Epoch 1946 | loss: 0.0311855 | val_loss: 0.0311911 | Time: 6148.72 ms
[2022-02-14 13:27:03 main:574] : INFO : Epoch 1947 | loss: 0.0311859 | val_loss: 0.0311933 | Time: 6359.03 ms
[2022-02-14 13:27:09 main:574] : INFO : Epoch 1948 | loss: 0.0311884 | val_loss: 0.0311948 | Time: 6178.03 ms
[2022-02-14 13:27:15 main:574] : INFO : Epoch 1949 | loss: 0.0311877 | val_loss: 0.0311902 | Time: 6181.54 ms
[2022-02-14 13:27:22 main:574] : INFO : Epoch 1950 | loss: 0.0311867 | val_loss: 0.0311893 | Time: 6380.47 ms
[2022-02-14 13:27:28 main:574] : INFO : Epoch 1951 | loss: 0.031186 | val_loss: 0.0311869 | Time: 6304.55 ms
[2022-02-14 13:27:34 main:574] : INFO : Epoch 1952 | loss: 0.0311861 | val_loss: 0.0311878 | Time: 6355.55 ms
[2022-02-14 13:27:41 main:574] : INFO : Epoch 1953 | loss: 0.031189 | val_loss: 0.0312025 | Time: 6515.23 ms
[2022-02-14 13:27:47 main:574] : INFO : Epoch 1954 | loss: 0.031194 | val_loss: 0.0311959 | Time: 6303.85 ms
[2022-02-14 13:27:53 main:574] : INFO : Epoch 1955 | loss: 0.031195 | val_loss: 0.0311945 | Time: 6226.06 ms
[2022-02-14 13:28:00 main:574] : INFO : Epoch 1956 | loss: 0.0311953 | val_loss: 0.0311941 | Time: 6325.57 ms
[2022-02-14 13:28:06 main:574] : INFO : Epoch 1957 | loss: 0.0311979 | val_loss: 0.0312 | Time: 6245.07 ms
[2022-02-14 13:28:12 main:574] : INFO : Epoch 1958 | loss: 0.0311994 | val_loss: 0.0311976 | Time: 6330.13 ms
[2022-02-14 13:28:18 main:574] : INFO : Epoch 1959 | loss: 0.0311957 | val_loss: 0.0311933 | Time: 6085.98 ms
[2022-02-14 13:28:25 main:574] : INFO : Epoch 1960 | loss: 0.0311927 | val_loss: 0.0311927 | Time: 6336.37 ms
[2022-02-14 13:28:31 main:574] : INFO : Epoch 1961 | loss: 0.0311919 | val_loss: 0.0311941 | Time: 6213.91 ms
[2022-02-14 13:28:37 main:574] : INFO : Epoch 1962 | loss: 0.0311915 | val_loss: 0.0311922 | Time: 6282.62 ms
[2022-02-14 13:28:44 main:574] : INFO : Epoch 1963 | loss: 0.0311909 | val_loss: 0.0311917 | Time: 6415.35 ms
[2022-02-14 13:28:50 main:574] : INFO : Epoch 1964 | loss: 0.0311909 | val_loss: 0.0311917 | Time: 6331.55 ms
[2022-02-14 13:28:56 main:574] : INFO : Epoch 1965 | loss: 0.0311908 | val_loss: 0.0311924 | Time: 6250.21 ms
[2022-02-14 13:29:03 main:574] : INFO : Epoch 1966 | loss: 0.0311904 | val_loss: 0.0311911 | Time: 6360.17 ms
[2022-02-14 13:29:09 main:574] : INFO : Epoch 1967 | loss: 0.0311904 | val_loss: 0.0311898 | Time: 6276.65 ms
[2022-02-14 13:29:15 main:574] : INFO : Epoch 1968 | loss: 0.0311884 | val_loss: 0.0311914 | Time: 6190.85 ms
[2022-02-14 13:29:21 main:574] : INFO : Epoch 1969 | loss: 0.0311889 | val_loss: 0.0311916 | Time: 6183.07 ms
[2022-02-14 13:29:28 main:574] : INFO : Epoch 1970 | loss: 0.0311897 | val_loss: 0.0311904 | Time: 6236.99 ms
[2022-02-14 13:29:34 main:574] : INFO : Epoch 1971 | loss: 0.0311909 | val_loss: 0.0311894 | Time: 6049.46 ms
[2022-02-14 13:29:40 main:574] : INFO : Epoch 1972 | loss: 0.0311882 | val_loss: 0.0311891 | Time: 6357.45 ms
[2022-02-14 13:29:46 main:574] : INFO : Epoch 1973 | loss: 0.0311892 | val_loss: 0.0311885 | Time: 6043.62 ms
[2022-02-14 13:29:52 main:574] : INFO : Epoch 1974 | loss: 0.0311884 | val_loss: 0.0311882 | Time: 6343.54 ms
[2022-02-14 13:29:58 main:574] : INFO : Epoch 1975 | loss: 0.0311985 | val_loss: 0.0312143 | Time: 6057.99 ms
[2022-02-14 13:30:05 main:574] : INFO : Epoch 1976 | loss: 0.0312385 | val_loss: 0.0312481 | Time: 6342 ms
[2022-02-14 13:30:11 main:574] : INFO : Epoch 1977 | loss: 0.0312492 | val_loss: 0.0312455 | Time: 6357.67 ms
[2022-02-14 13:30:18 main:574] : INFO : Epoch 1978 | loss: 0.0312435 | val_loss: 0.0312416 | Time: 6308.67 ms
[2022-02-14 13:30:24 main:574] : INFO : Epoch 1979 | loss: 0.0312375 | val_loss: 0.0312349 | Time: 6071.83 ms
[2022-02-14 13:30:30 main:574] : INFO : Epoch 1980 | loss: 0.0312353 | val_loss: 0.0312306 | Time: 6250.81 ms
[2022-02-14 13:30:36 main:574] : INFO : Epoch 1981 | loss: 0.0312295 | val_loss: 0.0312276 | Time: 6285.56 ms
[2022-02-14 13:30:42 main:574] : INFO : Epoch 1982 | loss: 0.0312316 | val_loss: 0.031234 | Time: 6223.89 ms
[2022-02-14 13:30:49 main:574] : INFO : Epoch 1983 | loss: 0.0312348 | val_loss: 0.0312341 | Time: 6167.56 ms
[2022-02-14 13:30:55 main:574] : INFO : Epoch 1984 | loss: 0.0312302 | val_loss: 0.0312269 | Time: 5988.77 ms
[2022-02-14 13:31:01 main:574] : INFO : Epoch 1985 | loss: 0.0312283 | val_loss: 0.0312323 | Time: 6051.69 ms
[2022-02-14 13:31:07 main:574] : INFO : Epoch 1986 | loss: 0.0312291 | val_loss: 0.0312249 | Time: 6039.7 ms
[2022-02-14 13:31:13 main:574] : INFO : Epoch 1987 | loss: 0.0312258 | val_loss: 0.031224 | Time: 6327.16 ms
[2022-02-14 13:31:19 main:574] : INFO : Epoch 1988 | loss: 0.0312256 | val_loss: 0.0312243 | Time: 6064.02 ms
[2022-02-14 13:31:25 main:574] : INFO : Epoch 1989 | loss: 0.0312275 | val_loss: 0.0312452 | Time: 6307.92 ms
[2022-02-14 13:31:31 main:574] : INFO : Epoch 1990 | loss: 0.0312337 | val_loss: 0.0312366 | Time: 6049.13 ms
[2022-02-14 13:31:38 main:574] : INFO : Epoch 1991 | loss: 0.0312306 | val_loss: 0.0312255 | Time: 6070.64 ms
[2022-02-14 13:31:44 main:574] : INFO : Epoch 1992 | loss: 0.0312262 | val_loss: 0.0312235 | Time: 6326.16 ms
[2022-02-14 13:31:50 main:574] : INFO : Epoch 1993 | loss: 0.0312261 | val_loss: 0.0312233 | Time: 6147.69 ms
[2022-02-14 13:31:56 main:574] : INFO : Epoch 1994 | loss: 0.0312241 | val_loss: 0.0312241 | Time: 6317.66 ms
[2022-02-14 13:32:02 main:574] : INFO : Epoch 1995 | loss: 0.0312243 | val_loss: 0.0312217 | Time: 6085.71 ms
[2022-02-14 13:32:08 main:574] : INFO : Epoch 1996 | loss: 0.0312263 | val_loss: 0.0312232 | Time: 6030.12 ms
[2022-02-14 13:32:15 main:574] : INFO : Epoch 1997 | loss: 0.0312233 | val_loss: 0.0312211 | Time: 6329 ms
[2022-02-14 13:32:21 main:574] : INFO : Epoch 1998 | loss: 0.0312238 | val_loss: 0.0312216 | Time: 6191.53 ms
[2022-02-14 13:32:27 main:574] : INFO : Epoch 1999 | loss: 0.0312223 | val_loss: 0.0312243 | Time: 6279.5 ms
[2022-02-14 13:32:33 main:574] : INFO : Epoch 2000 | loss: 0.0312235 | val_loss: 0.031222 | Time: 6113.13 ms
[2022-02-14 13:32:40 main:574] : INFO : Epoch 2001 | loss: 0.0312219 | val_loss: 0.0312244 | Time: 6472.94 ms
[2022-02-14 13:32:46 main:574] : INFO : Epoch 2002 | loss: 0.0312219 | val_loss: 0.0312211 | Time: 6434.01 ms
[2022-02-14 13:32:53 main:574] : INFO : Epoch 2003 | loss: 0.0312213 | val_loss: 0.0312213 | Time: 6146.73 ms
[2022-02-14 13:32:59 main:574] : INFO : Epoch 2004 | loss: 0.0312212 | val_loss: 0.0312204 | Time: 6185.97 ms
[2022-02-14 13:33:05 main:574] : INFO : Epoch 2005 | loss: 0.0312215 | val_loss: 0.0312201 | Time: 6378.08 ms
[2022-02-14 13:33:12 main:574] : INFO : Epoch 2006 | loss: 0.0312213 | val_loss: 0.0312197 | Time: 6462.66 ms
[2022-02-14 13:33:18 main:574] : INFO : Epoch 2007 | loss: 0.0312247 | val_loss: 0.0312256 | Time: 6289.22 ms
[2022-02-14 13:33:24 main:574] : INFO : Epoch 2008 | loss: 0.0312214 | val_loss: 0.0312201 | Time: 6451.72 ms
[2022-02-14 13:33:30 main:574] : INFO : Epoch 2009 | loss: 0.0312202 | val_loss: 0.0312205 | Time: 6089.02 ms
[2022-02-14 13:33:37 main:574] : INFO : Epoch 2010 | loss: 0.0312197 | val_loss: 0.0312195 | Time: 6166.3 ms
[2022-02-14 13:33:43 main:574] : INFO : Epoch 2011 | loss: 0.0312197 | val_loss: 0.0312195 | Time: 6247.6 ms
[2022-02-14 13:33:49 main:574] : INFO : Epoch 2012 | loss: 0.0312239 | val_loss: 0.0312203 | Time: 6094.14 ms
[2022-02-14 13:33:55 main:574] : INFO : Epoch 2013 | loss: 0.0312261 | val_loss: 0.0312208 | Time: 6123.91 ms
[2022-02-14 13:34:01 main:574] : INFO : Epoch 2014 | loss: 0.03122 | val_loss: 0.0312196 | Time: 6163.16 ms
[2022-02-14 13:34:08 main:574] : INFO : Epoch 2015 | loss: 0.0312204 | val_loss: 0.0312236 | Time: 6364.34 ms
[2022-02-14 13:34:14 main:574] : INFO : Epoch 2016 | loss: 0.0312221 | val_loss: 0.0312233 | Time: 6126.33 ms
[2022-02-14 13:34:20 main:574] : INFO : Epoch 2017 | loss: 0.0312247 | val_loss: 0.031223 | Time: 6157.28 ms
[2022-02-14 13:34:26 main:574] : INFO : Epoch 2018 | loss: 0.0312241 | val_loss: 0.0312299 | Time: 6263.94 ms
[2022-02-14 13:34:32 main:574] : INFO : Epoch 2019 | loss: 0.0312208 | val_loss: 0.0312192 | Time: 6113.99 ms
[2022-02-14 13:34:39 main:574] : INFO : Epoch 2020 | loss: 0.0312193 | val_loss: 0.0312233 | Time: 6320.53 ms
[2022-02-14 13:34:45 main:574] : INFO : Epoch 2021 | loss: 0.0312193 | val_loss: 0.0312203 | Time: 5987.04 ms
[2022-02-14 13:34:51 main:574] : INFO : Epoch 2022 | loss: 0.0312179 | val_loss: 0.0312182 | Time: 6118.76 ms
[2022-02-14 13:34:57 main:574] : INFO : Epoch 2023 | loss: 0.0312181 | val_loss: 0.0312197 | Time: 6277.05 ms
[2022-02-14 13:35:03 main:574] : INFO : Epoch 2024 | loss: 0.03122 | val_loss: 0.0312208 | Time: 6097.52 ms
[2022-02-14 13:35:09 main:574] : INFO : Epoch 2025 | loss: 0.03122 | val_loss: 0.0312272 | Time: 6234.75 ms
[2022-02-14 13:35:16 main:574] : INFO : Epoch 2026 | loss: 0.0312204 | val_loss: 0.0312181 | Time: 6181.77 ms
[2022-02-14 13:35:22 main:574] : INFO : Epoch 2027 | loss: 0.0312178 | val_loss: 0.0312181 | Time: 6286.43 ms
[2022-02-14 13:35:28 main:574] : INFO : Epoch 2028 | loss: 0.0312184 | val_loss: 0.0312197 | Time: 6276.73 ms
[2022-02-14 13:35:35 main:574] : INFO : Epoch 2029 | loss: 0.0312191 | val_loss: 0.0312185 | Time: 6267.2 ms
[2022-02-14 13:35:41 main:574] : INFO : Epoch 2030 | loss: 0.0312193 | val_loss: 0.0312275 | Time: 6266.93 ms
[2022-02-14 13:35:47 main:574] : INFO : Epoch 2031 | loss: 0.0312226 | val_loss: 0.031224 | Time: 6348.94 ms
[2022-02-14 13:35:53 main:574] : INFO : Epoch 2032 | loss: 0.0312185 | val_loss: 0.0312178 | Time: 6079.12 ms
[2022-02-14 13:36:00 main:574] : INFO : Epoch 2033 | loss: 0.0312171 | val_loss: 0.0312177 | Time: 6312.75 ms
[2022-02-14 13:36:06 main:574] : INFO : Epoch 2034 | loss: 0.0312175 | val_loss: 0.031218 | Time: 6198.18 ms
[2022-02-14 13:36:12 main:574] : INFO : Epoch 2035 | loss: 0.0312174 | val_loss: 0.0312237 | Time: 6304.68 ms
[2022-02-14 13:36:18 main:574] : INFO : Epoch 2036 | loss: 0.0312173 | val_loss: 0.0312189 | Time: 6236.83 ms
[2022-02-14 13:36:25 main:574] : INFO : Epoch 2037 | loss: 0.0312166 | val_loss: 0.0312193 | Time: 6193.49 ms
[2022-02-14 13:36:31 main:574] : INFO : Epoch 2038 | loss: 0.0312169 | val_loss: 0.0312207 | Time: 6238.62 ms
[2022-02-14 13:36:37 main:574] : INFO : Epoch 2039 | loss: 0.0312164 | val_loss: 0.0312191 | Time: 6181.05 ms
[2022-02-14 13:36:43 main:574] : INFO : Epoch 2040 | loss: 0.0312185 | val_loss: 0.0312187 | Time: 5923.94 ms
[2022-02-14 13:36:49 main:574] : INFO : Epoch 2041 | loss: 0.0312188 | val_loss: 0.0312249 | Time: 6103.97 ms
[2022-02-14 13:36:55 main:574] : INFO : Epoch 2042 | loss: 0.0312179 | val_loss: 0.0312203 | Time: 6324.14 ms
[2022-02-14 13:37:02 main:574] : INFO : Epoch 2043 | loss: 0.0312162 | val_loss: 0.0312178 | Time: 6196.41 ms
[2022-02-14 13:37:08 main:574] : INFO : Epoch 2044 | loss: 0.0312154 | val_loss: 0.0312182 | Time: 6552.51 ms
[2022-02-14 13:37:14 main:574] : INFO : Epoch 2045 | loss: 0.0312155 | val_loss: 0.0312168 | Time: 6355.7 ms
[2022-02-14 13:37:21 main:574] : INFO : Epoch 2046 | loss: 0.031215 | val_loss: 0.0312188 | Time: 6384.86 ms
[2022-02-14 13:37:27 main:574] : INFO : Epoch 2047 | loss: 0.0312152 | val_loss: 0.031218 | Time: 6485.63 ms
[2022-02-14 13:37:34 main:574] : INFO : Epoch 2048 | loss: 0.031215 | val_loss: 0.0312167 | Time: 6248.6 ms
[2022-02-14 13:37:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312167
[2022-02-14 13:37:34 main:603] : INFO : Saving end state to config to file
[2022-02-14 13:37:34 main:608] : INFO : Success, exiting..
13:37:34 (17148): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)