Task 7692879
| Name | ParityModified-1631732099-1075-1_1 |
| Workunit | 5251419 |
| Created | 29 Sep 2021, 9:01:10 UTC |
| Sent | 29 Sep 2021, 10:45:51 UTC |
| Report deadline | 6 Oct 2021, 10:45:51 UTC |
| Received | 29 Sep 2021, 19:32:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 51 min 43 sec |
| CPU time | 2 hours 38 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,904.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1603 | loss: 0.0311262 | val_loss: 0.0311986 | Time: 4838.35 ms
[2021-09-29 19:27:20 main:574] : INFO : Epoch 1604 | loss: 0.0311292 | val_loss: 0.0311941 | Time: 4945.16 ms
[2021-09-29 19:27:25 main:574] : INFO : Epoch 1605 | loss: 0.0311218 | val_loss: 0.0311992 | Time: 5013.72 ms
[2021-09-29 19:27:30 main:574] : INFO : Epoch 1606 | loss: 0.0311265 | val_loss: 0.0311895 | Time: 4933.72 ms
[2021-09-29 19:27:35 main:574] : INFO : Epoch 1607 | loss: 0.0311259 | val_loss: 0.0311948 | Time: 4893.36 ms
[2021-09-29 19:27:40 main:574] : INFO : Epoch 1608 | loss: 0.0311264 | val_loss: 0.0311962 | Time: 4872.44 ms
[2021-09-29 19:27:45 main:574] : INFO : Epoch 1609 | loss: 0.0311273 | val_loss: 0.0312019 | Time: 4764.32 ms
[2021-09-29 19:27:50 main:574] : INFO : Epoch 1610 | loss: 0.0311327 | val_loss: 0.0311928 | Time: 4864.95 ms
[2021-09-29 19:27:54 main:574] : INFO : Epoch 1611 | loss: 0.0311442 | val_loss: 0.0311907 | Time: 4836.71 ms
[2021-09-29 19:27:59 main:574] : INFO : Epoch 1612 | loss: 0.0311434 | val_loss: 0.0311871 | Time: 4933.79 ms
[2021-09-29 19:28:05 main:574] : INFO : Epoch 1613 | loss: 0.0311344 | val_loss: 0.0311866 | Time: 5153.06 ms
[2021-09-29 19:28:09 main:574] : INFO : Epoch 1614 | loss: 0.0311287 | val_loss: 0.0311888 | Time: 4794.19 ms
[2021-09-29 19:28:15 main:574] : INFO : Epoch 1615 | loss: 0.0311253 | val_loss: 0.0311885 | Time: 5522.64 ms
[2021-09-29 19:28:20 main:574] : INFO : Epoch 1616 | loss: 0.0311245 | val_loss: 0.0311948 | Time: 4765.8 ms
[2021-09-29 19:28:24 main:574] : INFO : Epoch 1617 | loss: 0.0311303 | val_loss: 0.0311819 | Time: 4827.31 ms
[2021-09-29 19:28:29 main:574] : INFO : Epoch 1618 | loss: 0.0311498 | val_loss: 0.0311866 | Time: 4894.21 ms
[2021-09-29 19:28:34 main:574] : INFO : Epoch 1619 | loss: 0.0311415 | val_loss: 0.0311965 | Time: 4857.07 ms
[2021-09-29 19:28:39 main:574] : INFO : Epoch 1620 | loss: 0.0311425 | val_loss: 0.0311882 | Time: 4784.53 ms
[2021-09-29 19:28:44 main:574] : INFO : Epoch 1621 | loss: 0.0311375 | val_loss: 0.0311946 | Time: 5029.03 ms
[2021-09-29 19:28:49 main:574] : INFO : Epoch 1622 | loss: 0.0311358 | val_loss: 0.0311918 | Time: 4920.88 ms
[2021-09-29 19:28:54 main:574] : INFO : Epoch 1623 | loss: 0.0311356 | val_loss: 0.0311883 | Time: 4846.81 ms
[2021-09-29 19:28:59 main:574] : INFO : Epoch 1624 | loss: 0.0311318 | val_loss: 0.0311906 | Time: 4752.79 ms
[2021-09-29 19:29:03 main:574] : INFO : Epoch 1625 | loss: 0.031132 | val_loss: 0.0311951 | Time: 4742.03 ms
[2021-09-29 19:29:08 main:574] : INFO : Epoch 1626 | loss: 0.0311393 | val_loss: 0.0311812 | Time: 4880.64 ms
[2021-09-29 19:29:13 main:574] : INFO : Epoch 1627 | loss: 0.0311424 | val_loss: 0.0311851 | Time: 4927.13 ms
[2021-09-29 19:29:18 main:574] : INFO : Epoch 1628 | loss: 0.0311405 | val_loss: 0.0311871 | Time: 5265.81 ms
[2021-09-29 19:29:23 main:574] : INFO : Epoch 1629 | loss: 0.0311387 | val_loss: 0.0311856 | Time: 4854.83 ms
[2021-09-29 19:29:28 main:574] : INFO : Epoch 1630 | loss: 0.0311335 | val_loss: 0.0311878 | Time: 4925.46 ms
[2021-09-29 19:29:33 main:574] : INFO : Epoch 1631 | loss: 0.0311351 | val_loss: 0.0311892 | Time: 4772.03 ms
[2021-09-29 19:29:38 main:574] : INFO : Epoch 1632 | loss: 0.0311319 | val_loss: 0.0311914 | Time: 4765.07 ms
[2021-09-29 19:29:43 main:574] : INFO : Epoch 1633 | loss: 0.0311261 | val_loss: 0.0311972 | Time: 4924.26 ms
[2021-09-29 19:29:48 main:574] : INFO : Epoch 1634 | loss: 0.0311265 | val_loss: 0.0311881 | Time: 4806.73 ms
[2021-09-29 19:29:54 main:574] : INFO : Epoch 1635 | loss: 0.0311226 | val_loss: 0.0311885 | Time: 6552.79 ms
[2021-09-29 19:30:00 main:574] : INFO : Epoch 1636 | loss: 0.0311224 | val_loss: 0.0311961 | Time: 5739.69 ms
[2021-09-29 19:30:05 main:574] : INFO : Epoch 1637 | loss: 0.0311272 | val_loss: 0.0311834 | Time: 5425.35 ms
[2021-09-29 19:30:10 main:574] : INFO : Epoch 1638 | loss: 0.0311339 | val_loss: 0.0311958 | Time: 5225.29 ms
[2021-09-29 19:30:16 main:574] : INFO : Epoch 1639 | loss: 0.0311378 | val_loss: 0.0311898 | Time: 5237.43 ms
[2021-09-29 19:30:21 main:574] : INFO : Epoch 1640 | loss: 0.0311297 | val_loss: 0.031192 | Time: 5130.48 ms
[2021-09-29 19:30:26 main:574] : INFO : Epoch 1641 | loss: 0.0311241 | val_loss: 0.0311895 | Time: 5253.9 ms
[2021-09-29 19:30:31 main:574] : INFO : Epoch 1642 | loss: 0.0311242 | val_loss: 0.0311983 | Time: 5118.26 ms
[2021-09-29 19:30:36 main:574] : INFO : Epoch 1643 | loss: 0.0311232 | val_loss: 0.0311839 | Time: 4960.96 ms
[2021-09-29 19:30:41 main:574] : INFO : Epoch 1644 | loss: 0.0311292 | val_loss: 0.0311978 | Time: 5098.3 ms
[2021-09-29 19:30:47 main:574] : INFO : Epoch 1645 | loss: 0.0311215 | val_loss: 0.0311961 | Time: 5475.14 ms
[2021-09-29 19:30:52 main:574] : INFO : Epoch 1646 | loss: 0.0311306 | val_loss: 0.0311891 | Time: 4847.37 ms
[2021-09-29 19:30:56 main:574] : INFO : Epoch 1647 | loss: 0.0311362 | val_loss: 0.0311923 | Time: 4829.01 ms
[2021-09-29 19:31:01 main:574] : INFO : Epoch 1648 | loss: 0.0311302 | val_loss: 0.0311963 | Time: 4903.85 ms
[2021-09-29 19:31:06 main:574] : INFO : Epoch 1649 | loss: 0.0311294 | val_loss: 0.0311961 | Time: 4930.9 ms
[2021-09-29 19:31:11 main:574] : INFO : Epoch 1650 | loss: 0.0311252 | val_loss: 0.0311955 | Time: 4881.8 ms
[2021-09-29 19:31:16 main:574] : INFO : Epoch 1651 | loss: 0.0311303 | val_loss: 0.0311952 | Time: 4951.88 ms
[2021-09-29 19:31:21 main:574] : INFO : Epoch 1652 | loss: 0.0311339 | val_loss: 0.0312005 | Time: 5101.15 ms
[2021-09-29 19:31:26 main:574] : INFO : Epoch 1653 | loss: 0.0311303 | val_loss: 0.0311933 | Time: 4822.92 ms
[2021-09-29 19:31:31 main:574] : INFO : Epoch 1654 | loss: 0.0311318 | val_loss: 0.0311871 | Time: 5247.18 ms
[2021-09-29 19:31:36 main:574] : INFO : Epoch 1655 | loss: 0.0311292 | val_loss: 0.0311931 | Time: 4907.76 ms
[2021-09-29 19:31:41 main:574] : INFO : Epoch 1656 | loss: 0.0311269 | val_loss: 0.0311935 | Time: 5027.87 ms
[2021-09-29 19:31:46 main:574] : INFO : Epoch 1657 | loss: 0.0311211 | val_loss: 0.0311954 | Time: 4793.46 ms
[2021-09-29 19:31:51 main:574] : INFO : Epoch 1658 | loss: 0.0311202 | val_loss: 0.0311944 | Time: 4968.96 ms
[2021-09-29 19:31:56 main:574] : INFO : Epoch 1659 | loss: 0.0311229 | val_loss: 0.0311898 | Time: 4811.38 ms
[2021-09-29 19:32:01 main:574] : INFO : Epoch 1660 | loss: 0.0311331 | val_loss: 0.0311929 | Time: 5008.28 ms
[2021-09-29 19:32:06 main:574] : INFO : Epoch 1661 | loss: 0.0311384 | val_loss: 0.0311893 | Time: 4861.52 ms
[2021-09-29 19:32:11 main:574] : INFO : Epoch 1662 | loss: 0.0311364 | val_loss: 0.0311907 | Time: 4812.49 ms
[2021-09-29 19:32:16 main:574] : INFO : Epoch 1663 | loss: 0.0311435 | val_loss: 0.0311831 | Time: 5191.43 ms
[2021-09-29 19:32:21 main:574] : INFO : Epoch 1664 | loss: 0.0311391 | val_loss: 0.0311958 | Time: 4737.74 ms
[2021-09-29 19:32:26 main:574] : INFO : Epoch 1665 | loss: 0.0311333 | val_loss: 0.0311921 | Time: 5278.81 ms
[2021-09-29 19:32:31 main:574] : INFO : Epoch 1666 | loss: 0.0311318 | val_loss: 0.0312101 | Time: 5294.55 ms
[2021-09-29 19:32:36 main:574] : INFO : Epoch 1667 | loss: 0.0311299 | val_loss: 0.0311885 | Time: 5095.2 ms
[2021-09-29 19:32:42 main:574] : INFO : Epoch 1668 | loss: 0.0311253 | val_loss: 0.031189 | Time: 5279.39 ms
[2021-09-29 19:32:46 main:574] : INFO : Epoch 1669 | loss: 0.0311231 | val_loss: 0.0311876 | Time: 4796.15 ms
[2021-09-29 19:32:51 main:574] : INFO : Epoch 1670 | loss: 0.0311245 | val_loss: 0.0311994 | Time: 4878.52 ms
[2021-09-29 19:32:56 main:574] : INFO : Epoch 1671 | loss: 0.0311324 | val_loss: 0.0311932 | Time: 4797.04 ms
[2021-09-29 19:33:01 main:574] : INFO : Epoch 1672 | loss: 0.0311379 | val_loss: 0.0311987 | Time: 4779.23 ms
[2021-09-29 19:33:06 main:574] : INFO : Epoch 1673 | loss: 0.0311292 | val_loss: 0.0312013 | Time: 5011.84 ms
[2021-09-29 19:33:11 main:574] : INFO : Epoch 1674 | loss: 0.0311247 | val_loss: 0.0311969 | Time: 4727.32 ms
[2021-09-29 19:33:15 main:574] : INFO : Epoch 1675 | loss: 0.0311272 | val_loss: 0.0311855 | Time: 4963.06 ms
[2021-09-29 19:33:20 main:574] : INFO : Epoch 1676 | loss: 0.0311278 | val_loss: 0.0311985 | Time: 4796.25 ms
[2021-09-29 19:33:25 main:574] : INFO : Epoch 1677 | loss: 0.0311276 | val_loss: 0.0311997 | Time: 4891.09 ms
[2021-09-29 19:33:30 main:574] : INFO : Epoch 1678 | loss: 0.0311218 | val_loss: 0.031209 | Time: 4862.46 ms
[2021-09-29 19:33:35 main:574] : INFO : Epoch 1679 | loss: 0.0311223 | val_loss: 0.0312011 | Time: 5146.02 ms
[2021-09-29 19:33:40 main:574] : INFO : Epoch 1680 | loss: 0.0311307 | val_loss: 0.0311996 | Time: 5154.53 ms
[2021-09-29 19:33:46 main:574] : INFO : Epoch 1681 | loss: 0.0311352 | val_loss: 0.0311985 | Time: 5696.31 ms
[2021-09-29 19:33:51 main:574] : INFO : Epoch 1682 | loss: 0.0311283 | val_loss: 0.0311985 | Time: 5246.09 ms
[2021-09-29 19:33:56 main:574] : INFO : Epoch 1683 | loss: 0.031127 | val_loss: 0.0312024 | Time: 5043.43 ms
[2021-09-29 19:34:01 main:574] : INFO : Epoch 1684 | loss: 0.0311246 | val_loss: 0.0312014 | Time: 4806.94 ms
[2021-09-29 19:34:06 main:574] : INFO : Epoch 1685 | loss: 0.0311215 | val_loss: 0.0311908 | Time: 4928.84 ms
[2021-09-29 19:34:11 main:574] : INFO : Epoch 1686 | loss: 0.0311238 | val_loss: 0.0311978 | Time: 4786.29 ms
[2021-09-29 19:34:16 main:574] : INFO : Epoch 1687 | loss: 0.031126 | val_loss: 0.0312033 | Time: 4916.1 ms
[2021-09-29 19:34:21 main:574] : INFO : Epoch 1688 | loss: 0.0311303 | val_loss: 0.0311928 | Time: 4905.66 ms
[2021-09-29 19:34:26 main:574] : INFO : Epoch 1689 | loss: 0.0311217 | val_loss: 0.0312009 | Time: 4859.49 ms
[2021-09-29 19:34:30 main:574] : INFO : Epoch 1690 | loss: 0.031122 | val_loss: 0.0311891 | Time: 4868.28 ms
[2021-09-29 19:34:35 main:574] : INFO : Epoch 1691 | loss: 0.0311256 | val_loss: 0.0312065 | Time: 4817.45 ms
[2021-09-29 19:34:40 main:574] : INFO : Epoch 1692 | loss: 0.0311224 | val_loss: 0.0311943 | Time: 5018.68 ms
[2021-09-29 19:34:45 main:574] : INFO : Epoch 1693 | loss: 0.0311207 | val_loss: 0.0311915 | Time: 4977.78 ms
[2021-09-29 19:34:51 main:574] : INFO : Epoch 1694 | loss: 0.0311205 | val_loss: 0.0311931 | Time: 5498.72 ms
[2021-09-29 19:34:56 main:574] : INFO : Epoch 1695 | loss: 0.0311323 | val_loss: 0.0311871 | Time: 4918.65 ms
[2021-09-29 19:35:01 main:574] : INFO : Epoch 1696 | loss: 0.0311424 | val_loss: 0.0311886 | Time: 4914.15 ms
[2021-09-29 19:35:05 main:574] : INFO : Epoch 1697 | loss: 0.031139 | val_loss: 0.0311902 | Time: 4813.74 ms
[2021-09-29 19:35:10 main:574] : INFO : Epoch 1698 | loss: 0.0311337 | val_loss: 0.0311944 | Time: 4991.63 ms
[2021-09-29 19:35:15 main:574] : INFO : Epoch 1699 | loss: 0.0311283 | val_loss: 0.0311933 | Time: 4879.98 ms
[2021-09-29 19:35:20 main:574] : INFO : Epoch 1700 | loss: 0.0311263 | val_loss: 0.0311918 | Time: 5048.77 ms
[2021-09-29 19:35:25 main:574] : INFO : Epoch 1701 | loss: 0.0311296 | val_loss: 0.0311899 | Time: 4773.65 ms
[2021-09-29 19:35:30 main:574] : INFO : Epoch 1702 | loss: 0.0311387 | val_loss: 0.0311878 | Time: 4870.98 ms
[2021-09-29 19:35:35 main:574] : INFO : Epoch 1703 | loss: 0.0311483 | val_loss: 0.0311882 | Time: 5009.96 ms
[2021-09-29 19:35:40 main:574] : INFO : Epoch 1704 | loss: 0.0311399 | val_loss: 0.0311955 | Time: 4907.62 ms
[2021-09-29 19:35:45 main:574] : INFO : Epoch 1705 | loss: 0.0311354 | val_loss: 0.0311952 | Time: 4968.74 ms
[2021-09-29 19:35:50 main:574] : INFO : Epoch 1706 | loss: 0.0311303 | val_loss: 0.0311923 | Time: 5029.08 ms
[2021-09-29 19:35:55 main:574] : INFO : Epoch 1707 | loss: 0.0311298 | val_loss: 0.0311861 | Time: 5083.81 ms
[2021-09-29 19:36:00 main:574] : INFO : Epoch 1708 | loss: 0.0311273 | val_loss: 0.0312081 | Time: 5031 ms
[2021-09-29 19:36:05 main:574] : INFO : Epoch 1709 | loss: 0.0311257 | val_loss: 0.0311897 | Time: 4855.83 ms
[2021-09-29 19:36:10 main:574] : INFO : Epoch 1710 | loss: 0.0311276 | val_loss: 0.0311918 | Time: 4873.6 ms
[2021-09-29 19:36:15 main:574] : INFO : Epoch 1711 | loss: 0.0311235 | val_loss: 0.0311982 | Time: 4970.98 ms
[2021-09-29 19:36:20 main:574] : INFO : Epoch 1712 | loss: 0.0311274 | val_loss: 0.0311878 | Time: 4856.39 ms
[2021-09-29 19:36:25 main:574] : INFO : Epoch 1713 | loss: 0.0311257 | val_loss: 0.0312006 | Time: 5042.49 ms
[2021-09-29 19:36:30 main:574] : INFO : Epoch 1714 | loss: 0.0311278 | val_loss: 0.0311932 | Time: 4991.68 ms
[2021-09-29 19:36:35 main:574] : INFO : Epoch 1715 | loss: 0.0311239 | val_loss: 0.0311899 | Time: 4857.22 ms
[2021-09-29 19:36:39 main:574] : INFO : Epoch 1716 | loss: 0.0311206 | val_loss: 0.0312065 | Time: 4762.78 ms
[2021-09-29 19:36:44 main:574] : INFO : Epoch 1717 | loss: 0.0311218 | val_loss: 0.0311939 | Time: 4854.53 ms
[2021-09-29 19:36:49 main:574] : INFO : Epoch 1718 | loss: 0.0311225 | val_loss: 0.0311945 | Time: 4831.72 ms
[2021-09-29 19:36:54 main:574] : INFO : Epoch 1719 | loss: 0.0311205 | val_loss: 0.0312011 | Time: 4996.82 ms
[2021-09-29 19:36:59 main:574] : INFO : Epoch 1720 | loss: 0.0311213 | val_loss: 0.0311984 | Time: 4953.25 ms
[2021-09-29 19:37:05 main:574] : INFO : Epoch 1721 | loss: 0.0311174 | val_loss: 0.031201 | Time: 5489.65 ms
[2021-09-29 19:37:09 main:574] : INFO : Epoch 1722 | loss: 0.0311202 | val_loss: 0.0311962 | Time: 4854.18 ms
[2021-09-29 19:37:14 main:574] : INFO : Epoch 1723 | loss: 0.0311266 | val_loss: 0.0312114 | Time: 4949.8 ms
[2021-09-29 19:37:19 main:574] : INFO : Epoch 1724 | loss: 0.0311412 | val_loss: 0.0311958 | Time: 4857.05 ms
[2021-09-29 19:37:24 main:574] : INFO : Epoch 1725 | loss: 0.0311286 | val_loss: 0.0311896 | Time: 4816.36 ms
[2021-09-29 19:37:29 main:574] : INFO : Epoch 1726 | loss: 0.031124 | val_loss: 0.0311941 | Time: 5042.11 ms
[2021-09-29 19:37:34 main:574] : INFO : Epoch 1727 | loss: 0.0311217 | val_loss: 0.0311952 | Time: 4837.02 ms
[2021-09-29 19:37:39 main:574] : INFO : Epoch 1728 | loss: 0.0311211 | val_loss: 0.0311983 | Time: 4974.31 ms
[2021-09-29 19:37:44 main:574] : INFO : Epoch 1729 | loss: 0.0311174 | val_loss: 0.0312052 | Time: 4784.77 ms
[2021-09-29 19:37:48 main:574] : INFO : Epoch 1730 | loss: 0.03112 | val_loss: 0.0312107 | Time: 4787.03 ms
[2021-09-29 19:37:53 main:574] : INFO : Epoch 1731 | loss: 0.0311217 | val_loss: 0.031196 | Time: 4918.11 ms
[2021-09-29 19:37:58 main:574] : INFO : Epoch 1732 | loss: 0.0311286 | val_loss: 0.0311919 | Time: 5033.28 ms
[2021-09-29 19:38:03 main:574] : INFO : Epoch 1733 | loss: 0.0311241 | val_loss: 0.0312011 | Time: 4979.59 ms
[2021-09-29 19:38:09 main:574] : INFO : Epoch 1734 | loss: 0.0311232 | val_loss: 0.0311877 | Time: 5099.14 ms
[2021-09-29 19:38:14 main:574] : INFO : Epoch 1735 | loss: 0.0311256 | val_loss: 0.0312016 | Time: 5166.52 ms
[2021-09-29 19:38:19 main:574] : INFO : Epoch 1736 | loss: 0.0311192 | val_loss: 0.0311944 | Time: 4929.06 ms
[2021-09-29 19:38:24 main:574] : INFO : Epoch 1737 | loss: 0.0311299 | val_loss: 0.031193 | Time: 4951.32 ms
[2021-09-29 19:38:29 main:574] : INFO : Epoch 1738 | loss: 0.0311272 | val_loss: 0.031195 | Time: 5017.16 ms
[2021-09-29 19:38:34 main:574] : INFO : Epoch 1739 | loss: 0.0311264 | val_loss: 0.0311993 | Time: 5043.43 ms
[2021-09-29 19:38:39 main:574] : INFO : Epoch 1740 | loss: 0.0311236 | val_loss: 0.0312031 | Time: 5124.82 ms
[2021-09-29 19:38:44 main:574] : INFO : Epoch 1741 | loss: 0.031117 | val_loss: 0.0311937 | Time: 5051.04 ms
[2021-09-29 19:38:49 main:574] : INFO : Epoch 1742 | loss: 0.0311187 | val_loss: 0.0312196 | Time: 5196.8 ms
[2021-09-29 19:38:54 main:574] : INFO : Epoch 1743 | loss: 0.0311259 | val_loss: 0.031196 | Time: 4973.89 ms
[2021-09-29 19:38:59 main:574] : INFO : Epoch 1744 | loss: 0.0311245 | val_loss: 0.031215 | Time: 4916.26 ms
[2021-09-29 19:39:04 main:574] : INFO : Epoch 1745 | loss: 0.031125 | val_loss: 0.0311978 | Time: 4936.88 ms
[2021-09-29 19:39:09 main:574] : INFO : Epoch 1746 | loss: 0.0311286 | val_loss: 0.0311963 | Time: 5012.43 ms
[2021-09-29 19:39:14 main:574] : INFO : Epoch 1747 | loss: 0.0311268 | val_loss: 0.0311933 | Time: 5546.08 ms
[2021-09-29 19:39:20 main:574] : INFO : Epoch 1748 | loss: 0.0311256 | val_loss: 0.0311933 | Time: 5247.01 ms
[2021-09-29 19:39:25 main:574] : INFO : Epoch 1749 | loss: 0.0311231 | val_loss: 0.0311906 | Time: 5092.49 ms
[2021-09-29 19:39:30 main:574] : INFO : Epoch 1750 | loss: 0.0311192 | val_loss: 0.0311956 | Time: 5187.23 ms
[2021-09-29 19:39:35 main:574] : INFO : Epoch 1751 | loss: 0.0311164 | val_loss: 0.0311933 | Time: 5100.78 ms
[2021-09-29 19:39:40 main:574] : INFO : Epoch 1752 | loss: 0.0311146 | val_loss: 0.031207 | Time: 5065.44 ms
[2021-09-29 19:39:45 main:574] : INFO : Epoch 1753 | loss: 0.0311198 | val_loss: 0.031202 | Time: 4753.84 ms
[2021-09-29 19:39:50 main:574] : INFO : Epoch 1754 | loss: 0.0311217 | val_loss: 0.0312015 | Time: 4830.63 ms
[2021-09-29 19:39:55 main:574] : INFO : Epoch 1755 | loss: 0.0311219 | val_loss: 0.0311922 | Time: 4965.09 ms
[2021-09-29 19:40:00 main:574] : INFO : Epoch 1756 | loss: 0.0311213 | val_loss: 0.0311987 | Time: 5012.55 ms
[2021-09-29 19:40:05 main:574] : INFO : Epoch 1757 | loss: 0.0311214 | val_loss: 0.0311972 | Time: 4767.93 ms
[2021-09-29 19:40:10 main:574] : INFO : Epoch 1758 | loss: 0.031123 | val_loss: 0.0311917 | Time: 5006.55 ms
[2021-09-29 19:40:14 main:574] : INFO : Epoch 1759 | loss: 0.0311244 | val_loss: 0.0311954 | Time: 4879.96 ms
[2021-09-29 19:40:19 main:574] : INFO : Epoch 1760 | loss: 0.0311225 | val_loss: 0.0311896 | Time: 4988.28 ms
[2021-09-29 19:40:25 main:574] : INFO : Epoch 1761 | loss: 0.0311254 | val_loss: 0.0311972 | Time: 5186.71 ms
[2021-09-29 19:40:30 main:574] : INFO : Epoch 1762 | loss: 0.0311191 | val_loss: 0.0311963 | Time: 4945.31 ms
[2021-09-29 19:40:34 main:574] : INFO : Epoch 1763 | loss: 0.0311203 | val_loss: 0.0312068 | Time: 4875.39 ms
[2021-09-29 19:40:39 main:574] : INFO : Epoch 1764 | loss: 0.0311369 | val_loss: 0.0312007 | Time: 4882.43 ms
[2021-09-29 19:40:44 main:574] : INFO : Epoch 1765 | loss: 0.0311276 | val_loss: 0.0312032 | Time: 4886.19 ms
[2021-09-29 19:40:49 main:574] : INFO : Epoch 1766 | loss: 0.0311205 | val_loss: 0.0311966 | Time: 4700.18 ms
[2021-09-29 19:40:54 main:574] : INFO : Epoch 1767 | loss: 0.0311235 | val_loss: 0.0311976 | Time: 4916.74 ms
[2021-09-29 19:40:59 main:574] : INFO : Epoch 1768 | loss: 0.0311222 | val_loss: 0.0311937 | Time: 4715.49 ms
[2021-09-29 19:41:03 main:574] : INFO : Epoch 1769 | loss: 0.0311187 | val_loss: 0.0312052 | Time: 4865.06 ms
[2021-09-29 19:41:08 main:574] : INFO : Epoch 1770 | loss: 0.0311234 | val_loss: 0.031194 | Time: 4773.8 ms
[2021-09-29 19:41:13 main:574] : INFO : Epoch 1771 | loss: 0.0311203 | val_loss: 0.0311921 | Time: 5048.52 ms
[2021-09-29 19:41:18 main:574] : INFO : Epoch 1772 | loss: 0.0311264 | val_loss: 0.0312021 | Time: 5075.75 ms
[2021-09-29 19:41:23 main:574] : INFO : Epoch 1773 | loss: 0.0311239 | val_loss: 0.0312129 | Time: 4682.33 ms
[2021-09-29 19:41:28 main:574] : INFO : Epoch 1774 | loss: 0.0311195 | val_loss: 0.0312024 | Time: 5379.42 ms
[2021-09-29 19:41:33 main:574] : INFO : Epoch 1775 | loss: 0.0311208 | val_loss: 0.0312023 | Time: 4827.71 ms
[2021-09-29 19:41:38 main:574] : INFO : Epoch 1776 | loss: 0.0311171 | val_loss: 0.0311953 | Time: 4945.55 ms
[2021-09-29 19:41:43 main:574] : INFO : Epoch 1777 | loss: 0.0311168 | val_loss: 0.0311997 | Time: 5009.31 ms
[2021-09-29 19:41:48 main:574] : INFO : Epoch 1778 | loss: 0.0311163 | val_loss: 0.0312025 | Time: 5230.78 ms
[2021-09-29 19:41:54 main:574] : INFO : Epoch 1779 | loss: 0.0311239 | val_loss: 0.0311923 | Time: 5096.85 ms
[2021-09-29 19:41:59 main:574] : INFO : Epoch 1780 | loss: 0.0311252 | val_loss: 0.031203 | Time: 4945.5 ms
[2021-09-29 19:42:03 main:574] : INFO : Epoch 1781 | loss: 0.0311199 | val_loss: 0.0311913 | Time: 4811.07 ms
[2021-09-29 19:42:08 main:574] : INFO : Epoch 1782 | loss: 0.0311214 | val_loss: 0.0312025 | Time: 4933.62 ms
[2021-09-29 19:42:13 main:574] : INFO : Epoch 1783 | loss: 0.0311283 | val_loss: 0.0311923 | Time: 4610.13 ms
[2021-09-29 19:42:19 main:574] : INFO : Epoch 1784 | loss: 0.0311268 | val_loss: 0.0312004 | Time: 5642.16 ms
[2021-09-29 19:42:24 main:574] : INFO : Epoch 1785 | loss: 0.0311301 | val_loss: 0.0311943 | Time: 5187.9 ms
[2021-09-29 19:42:29 main:574] : INFO : Epoch 1786 | loss: 0.0311225 | val_loss: 0.0311969 | Time: 5076.13 ms
[2021-09-29 19:42:34 main:574] : INFO : Epoch 1787 | loss: 0.031119 | val_loss: 0.0311984 | Time: 5494.93 ms
[2021-09-29 19:42:39 main:574] : INFO : Epoch 1788 | loss: 0.0311188 | val_loss: 0.0312011 | Time: 5047.97 ms
[2021-09-29 19:42:44 main:574] : INFO : Epoch 1789 | loss: 0.0311182 | val_loss: 0.0312002 | Time: 5092.58 ms
[2021-09-29 19:42:50 main:574] : INFO : Epoch 1790 | loss: 0.0311308 | val_loss: 0.0311917 | Time: 5131.43 ms
[2021-09-29 19:42:55 main:574] : INFO : Epoch 1791 | loss: 0.0311342 | val_loss: 0.0311925 | Time: 4993.66 ms
[2021-09-29 19:42:59 main:574] : INFO : Epoch 1792 | loss: 0.031131 | val_loss: 0.0311939 | Time: 4811.79 ms
[2021-09-29 19:43:04 main:574] : INFO : Epoch 1793 | loss: 0.0311316 | val_loss: 0.0311905 | Time: 5023.35 ms
[2021-09-29 19:43:09 main:574] : INFO : Epoch 1794 | loss: 0.0311279 | val_loss: 0.0311901 | Time: 4898.87 ms
[2021-09-29 19:43:14 main:574] : INFO : Epoch 1795 | loss: 0.0311226 | val_loss: 0.0311905 | Time: 5014.96 ms
[2021-09-29 19:43:19 main:574] : INFO : Epoch 1796 | loss: 0.0311215 | val_loss: 0.0311954 | Time: 4853.51 ms
[2021-09-29 19:43:24 main:574] : INFO : Epoch 1797 | loss: 0.0311206 | val_loss: 0.0312026 | Time: 4733.47 ms
[2021-09-29 19:43:29 main:574] : INFO : Epoch 1798 | loss: 0.0311172 | val_loss: 0.0311957 | Time: 5121.17 ms
[2021-09-29 19:43:34 main:574] : INFO : Epoch 1799 | loss: 0.0311151 | val_loss: 0.0311928 | Time: 4975.37 ms
[2021-09-29 19:43:39 main:574] : INFO : Epoch 1800 | loss: 0.0311167 | val_loss: 0.0311948 | Time: 5329.34 ms
[2021-09-29 19:43:44 main:574] : INFO : Epoch 1801 | loss: 0.0311174 | val_loss: 0.0311936 | Time: 5003.12 ms
[2021-09-29 19:43:49 main:574] : INFO : Epoch 1802 | loss: 0.0311186 | val_loss: 0.0312092 | Time: 4887.03 ms
[2021-09-29 19:43:54 main:574] : INFO : Epoch 1803 | loss: 0.0311205 | val_loss: 0.0312088 | Time: 4899.29 ms
[2021-09-29 19:43:59 main:574] : INFO : Epoch 1804 | loss: 0.0311177 | val_loss: 0.0312026 | Time: 5075.19 ms
[2021-09-29 19:44:04 main:574] : INFO : Epoch 1805 | loss: 0.0311129 | val_loss: 0.0311988 | Time: 4841.61 ms
[2021-09-29 19:44:09 main:574] : INFO : Epoch 1806 | loss: 0.0311162 | val_loss: 0.031205 | Time: 4995.31 ms
[2021-09-29 19:44:14 main:574] : INFO : Epoch 1807 | loss: 0.0311199 | val_loss: 0.0312044 | Time: 4868.17 ms
[2021-09-29 19:44:19 main:574] : INFO : Epoch 1808 | loss: 0.0311148 | val_loss: 0.0312018 | Time: 5004.62 ms
[2021-09-29 19:44:24 main:574] : INFO : Epoch 1809 | loss: 0.0311175 | val_loss: 0.0312007 | Time: 4989.62 ms
[2021-09-29 19:44:29 main:574] : INFO : Epoch 1810 | loss: 0.0311166 | val_loss: 0.0312029 | Time: 5048.98 ms
[2021-09-29 19:44:34 main:574] : INFO : Epoch 1811 | loss: 0.0311144 | val_loss: 0.0311972 | Time: 4958.93 ms
[2021-09-29 19:44:39 main:574] : INFO : Epoch 1812 | loss: 0.0311133 | val_loss: 0.0311978 | Time: 5123.55 ms
[2021-09-29 19:44:44 main:574] : INFO : Epoch 1813 | loss: 0.0311145 | val_loss: 0.0311949 | Time: 5270.61 ms
[2021-09-29 19:44:50 main:574] : INFO : Epoch 1814 | loss: 0.0311229 | val_loss: 0.0312004 | Time: 5374.78 ms
[2021-09-29 19:44:55 main:574] : INFO : Epoch 1815 | loss: 0.0311232 | val_loss: 0.0312038 | Time: 5213.79 ms
[2021-09-29 19:45:00 main:574] : INFO : Epoch 1816 | loss: 0.0311242 | val_loss: 0.0312013 | Time: 5065.35 ms
[2021-09-29 19:45:05 main:574] : INFO : Epoch 1817 | loss: 0.0311265 | val_loss: 0.0311974 | Time: 5073.04 ms
[2021-09-29 19:45:10 main:574] : INFO : Epoch 1818 | loss: 0.0311271 | val_loss: 0.0311897 | Time: 5029.25 ms
[2021-09-29 19:45:15 main:574] : INFO : Epoch 1819 | loss: 0.0311257 | val_loss: 0.0311938 | Time: 5193.46 ms
[2021-09-29 19:45:20 main:574] : INFO : Epoch 1820 | loss: 0.0311243 | val_loss: 0.0311992 | Time: 4438.73 ms
[2021-09-29 19:45:25 main:574] : INFO : Epoch 1821 | loss: 0.0311193 | val_loss: 0.0312009 | Time: 5385.64 ms
[2021-09-29 19:45:30 main:574] : INFO : Epoch 1822 | loss: 0.0311227 | val_loss: 0.0311968 | Time: 4857.36 ms
[2021-09-29 19:45:35 main:574] : INFO : Epoch 1823 | loss: 0.0311317 | val_loss: 0.0311956 | Time: 5045.29 ms
[2021-09-29 19:45:40 main:574] : INFO : Epoch 1824 | loss: 0.03113 | val_loss: 0.0311984 | Time: 4963.65 ms
[2021-09-29 19:45:45 main:574] : INFO : Epoch 1825 | loss: 0.0311244 | val_loss: 0.0311984 | Time: 5156.98 ms
[2021-09-29 19:45:51 main:574] : INFO : Epoch 1826 | loss: 0.0311227 | val_loss: 0.031199 | Time: 5348.97 ms
[2021-09-29 19:45:56 main:574] : INFO : Epoch 1827 | loss: 0.0311202 | val_loss: 0.0312003 | Time: 5493.66 ms
[2021-09-29 19:46:01 main:574] : INFO : Epoch 1828 | loss: 0.0311191 | val_loss: 0.0312007 | Time: 5126.88 ms
[2021-09-29 19:46:06 main:574] : INFO : Epoch 1829 | loss: 0.0311176 | val_loss: 0.0311975 | Time: 5125.41 ms
[2021-09-29 19:46:11 main:574] : INFO : Epoch 1830 | loss: 0.031121 | val_loss: 0.0311981 | Time: 4812.56 ms
[2021-09-29 19:46:16 main:574] : INFO : Epoch 1831 | loss: 0.0311188 | val_loss: 0.0312035 | Time: 4908.33 ms
[2021-09-29 19:46:21 main:574] : INFO : Epoch 1832 | loss: 0.031126 | val_loss: 0.0311877 | Time: 4863.44 ms
[2021-09-29 19:46:26 main:574] : INFO : Epoch 1833 | loss: 0.0311211 | val_loss: 0.0312077 | Time: 4958.26 ms
[2021-09-29 19:46:31 main:574] : INFO : Epoch 1834 | loss: 0.0311229 | val_loss: 0.0311948 | Time: 4904.06 ms
[2021-09-29 19:46:36 main:574] : INFO : Epoch 1835 | loss: 0.0311246 | val_loss: 0.0311952 | Time: 4955.71 ms
[2021-09-29 19:46:41 main:574] : INFO : Epoch 1836 | loss: 0.0311201 | val_loss: 0.0312023 | Time: 4755.97 ms
[2021-09-29 19:46:46 main:574] : INFO : Epoch 1837 | loss: 0.0311179 | val_loss: 0.0312036 | Time: 5068.87 ms
[2021-09-29 19:46:51 main:574] : INFO : Epoch 1838 | loss: 0.0311157 | val_loss: 0.0311999 | Time: 5107.29 ms
[2021-09-29 19:46:56 main:574] : INFO : Epoch 1839 | loss: 0.0311158 | val_loss: 0.0312008 | Time: 4919.74 ms
[2021-09-29 19:47:01 main:574] : INFO : Epoch 1840 | loss: 0.0311433 | val_loss: 0.0311928 | Time: 5427.11 ms
[2021-09-29 19:47:06 main:574] : INFO : Epoch 1841 | loss: 0.0311588 | val_loss: 0.0311848 | Time: 5014.26 ms
[2021-09-29 19:47:11 main:574] : INFO : Epoch 1842 | loss: 0.0311522 | val_loss: 0.0311897 | Time: 5042.64 ms
[2021-09-29 19:47:16 main:574] : INFO : Epoch 1843 | loss: 0.0311431 | val_loss: 0.0311942 | Time: 4985.39 ms
[2021-09-29 19:47:21 main:574] : INFO : Epoch 1844 | loss: 0.0311426 | val_loss: 0.0311863 | Time: 5062.27 ms
[2021-09-29 19:47:26 main:574] : INFO : Epoch 1845 | loss: 0.0311369 | val_loss: 0.0311888 | Time: 4999.58 ms
[2021-09-29 19:47:31 main:574] : INFO : Epoch 1846 | loss: 0.031136 | val_loss: 0.0311935 | Time: 5070.15 ms
[2021-09-29 19:47:36 main:574] : INFO : Epoch 1847 | loss: 0.0311455 | val_loss: 0.03119 | Time: 4980.72 ms
[2021-09-29 19:47:41 main:574] : INFO : Epoch 1848 | loss: 0.0311388 | val_loss: 0.0311848 | Time: 4800.66 ms
[2021-09-29 19:47:46 main:574] : INFO : Epoch 1849 | loss: 0.0311321 | val_loss: 0.0311867 | Time: 4886.65 ms
[2021-09-29 19:47:51 main:574] : INFO : Epoch 1850 | loss: 0.0311298 | val_loss: 0.0311935 | Time: 4836.49 ms
[2021-09-29 19:47:56 main:574] : INFO : Epoch 1851 | loss: 0.031128 | val_loss: 0.0311919 | Time: 5046.82 ms
[2021-09-29 19:48:01 main:574] : INFO : Epoch 1852 | loss: 0.0311273 | val_loss: 0.0311931 | Time: 4869.09 ms
[2021-09-29 19:48:06 main:574] : INFO : Epoch 1853 | loss: 0.0311295 | val_loss: 0.031193 | Time: 5421.24 ms
[2021-09-29 19:48:11 main:574] : INFO : Epoch 1854 | loss: 0.0311278 | val_loss: 0.0311986 | Time: 4871.9 ms
[2021-09-29 19:48:16 main:574] : INFO : Epoch 1855 | loss: 0.0311242 | val_loss: 0.0311987 | Time: 4905.91 ms
[2021-09-29 19:48:21 main:574] : INFO : Epoch 1856 | loss: 0.0311239 | val_loss: 0.0311924 | Time: 4811.36 ms
[2021-09-29 19:48:26 main:574] : INFO : Epoch 1857 | loss: 0.0311219 | val_loss: 0.0311972 | Time: 4871.46 ms
[2021-09-29 19:48:31 main:574] : INFO : Epoch 1858 | loss: 0.0311239 | val_loss: 0.0312038 | Time: 4881.74 ms
[2021-09-29 19:48:35 main:574] : INFO : Epoch 1859 | loss: 0.0311203 | val_loss: 0.0312025 | Time: 4802 ms
[2021-09-29 19:48:41 main:574] : INFO : Epoch 1860 | loss: 0.0311178 | val_loss: 0.0311962 | Time: 5085.45 ms
[2021-09-29 19:48:46 main:574] : INFO : Epoch 1861 | loss: 0.0311229 | val_loss: 0.0312064 | Time: 4972.28 ms
[2021-09-29 19:48:51 main:574] : INFO : Epoch 1862 | loss: 0.0311208 | val_loss: 0.0312026 | Time: 5032.46 ms
[2021-09-29 19:48:56 main:574] : INFO : Epoch 1863 | loss: 0.0311198 | val_loss: 0.0312043 | Time: 5054.26 ms
[2021-09-29 19:49:01 main:574] : INFO : Epoch 1864 | loss: 0.0311212 | val_loss: 0.0312023 | Time: 5247.25 ms
[2021-09-29 19:49:06 main:574] : INFO : Epoch 1865 | loss: 0.0311233 | val_loss: 0.0311947 | Time: 5135.29 ms
[2021-09-29 19:49:11 main:574] : INFO : Epoch 1866 | loss: 0.0311225 | val_loss: 0.0311974 | Time: 5463.65 ms
[2021-09-29 19:49:17 main:574] : INFO : Epoch 1867 | loss: 0.0311217 | val_loss: 0.0312111 | Time: 5370.32 ms
[2021-09-29 19:49:22 main:574] : INFO : Epoch 1868 | loss: 0.0311226 | val_loss: 0.0312018 | Time: 5192.13 ms
[2021-09-29 19:49:27 main:574] : INFO : Epoch 1869 | loss: 0.0311219 | val_loss: 0.0311981 | Time: 5200.18 ms
[2021-09-29 19:49:32 main:574] : INFO : Epoch 1870 | loss: 0.0311192 | val_loss: 0.0311979 | Time: 5172.99 ms
[2021-09-29 19:49:37 main:574] : INFO : Epoch 1871 | loss: 0.0311254 | val_loss: 0.0312049 | Time: 4887.23 ms
[2021-09-29 19:49:42 main:574] : INFO : Epoch 1872 | loss: 0.0311262 | val_loss: 0.0312106 | Time: 4835.64 ms
[2021-09-29 19:49:47 main:574] : INFO : Epoch 1873 | loss: 0.0311219 | val_loss: 0.0311946 | Time: 4851.14 ms
[2021-09-29 19:49:52 main:574] : INFO : Epoch 1874 | loss: 0.0311244 | val_loss: 0.0311961 | Time: 4899.03 ms
[2021-09-29 19:49:57 main:574] : INFO : Epoch 1875 | loss: 0.0311283 | val_loss: 0.0311969 | Time: 4854.01 ms
[2021-09-29 19:50:02 main:574] : INFO : Epoch 1876 | loss: 0.0311317 | val_loss: 0.0311973 | Time: 4719.91 ms
[2021-09-29 19:50:07 main:574] : INFO : Epoch 1877 | loss: 0.0311321 | val_loss: 0.0311946 | Time: 5187.64 ms
[2021-09-29 19:50:12 main:574] : INFO : Epoch 1878 | loss: 0.0311302 | val_loss: 0.0311926 | Time: 5057.31 ms
[2021-09-29 19:50:18 main:574] : INFO : Epoch 1879 | loss: 0.0311286 | val_loss: 0.031191 | Time: 6013.15 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070)
[2021-09-29 21:13:21 main:435] : INFO : Set logging level to 1
[2021-09-29 21:13:21 main:441] : INFO : Running in BOINC Client mode
[2021-09-29 21:13:21 main:444] : INFO : Resolving all filenames
[2021-09-29 21:13:21 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1)
[2021-09-29 21:13:21 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631732099-1075-1_1_r284759768_1 (exists = 1)
[2021-09-29 21:13:21 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631732099-1075-1_1_r284759768_0 (exists = 0)
[2021-09-29 21:13:21 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631732099-1075-1 (exists = 1)
[2021-09-29 21:13:21 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-09-29 21:13:21 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5
[2021-09-29 21:13:21 main:474] : INFO : Configuration:
[2021-09-29 21:13:21 main:475] : INFO : Model type: GRU
[2021-09-29 21:13:21 main:476] : INFO : Validation Loss Threshold: 0.0001
[2021-09-29 21:13:21 main:477] : INFO : Max Epochs: 2048
[2021-09-29 21:13:21 main:478] : INFO : Batch Size: 128
[2021-09-29 21:13:21 main:479] : INFO : Learning Rate: 0.01
[2021-09-29 21:13:21 main:480] : INFO : Patience: 10
[2021-09-29 21:13:21 main:481] : INFO : Hidden Width: 12
[2021-09-29 21:13:21 main:482] : INFO : # Recurrent Layers: 4
[2021-09-29 21:13:21 main:483] : INFO : # Backend Layers: 4
[2021-09-29 21:13:21 main:484] : INFO : # Threads: 1
[2021-09-29 21:13:21 main:486] : INFO : Preparing Dataset
[2021-09-29 21:13:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-09-29 21:13:22 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-09-29 21:13:25 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-09-29 21:13:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-09-29 21:13:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-09-29 21:13:25 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-09-29 21:13:25 main:494] : INFO : Creating Model
[2021-09-29 21:13:25 main:507] : INFO : Preparing config file
[2021-09-29 21:13:25 main:511] : INFO : Found checkpoint, attempting to load...
[2021-09-29 21:13:25 main:512] : INFO : Loading config
[2021-09-29 21:13:25 main:514] : INFO : Loading state
[2021-09-29 21:13:26 main:559] : INFO : Loading DataLoader into Memory
[2021-09-29 21:13:26 main:562] : INFO : Starting Training
[2021-09-29 21:13:33 main:574] : INFO : Epoch 1849 | loss: 0.0312243 | val_loss: 0.031186 | Time: 6695.31 ms
[2021-09-29 21:13:41 main:574] : INFO : Epoch 1850 | loss: 0.0311436 | val_loss: 0.0311859 | Time: 7551.44 ms
[2021-09-29 21:13:47 main:574] : INFO : Epoch 1851 | loss: 0.0311337 | val_loss: 0.0311938 | Time: 5872.11 ms
[2021-09-29 21:13:53 main:574] : INFO : Epoch 1852 | loss: 0.0311282 | val_loss: 0.0311982 | Time: 6637.31 ms
[2021-09-29 21:13:59 main:574] : INFO : Epoch 1853 | loss: 0.031131 | val_loss: 0.0311936 | Time: 6141.93 ms
[2021-09-29 21:14:05 main:574] : INFO : Epoch 1854 | loss: 0.0311285 | val_loss: 0.0311868 | Time: 6000.62 ms
[2021-09-29 21:14:12 main:574] : INFO : Epoch 1855 | loss: 0.031124 | val_loss: 0.0311876 | Time: 6291.45 ms
[2021-09-29 21:14:17 main:574] : INFO : Epoch 1856 | loss: 0.0311243 | val_loss: 0.0311973 | Time: 5649.7 ms
[2021-09-29 21:14:23 main:574] : INFO : Epoch 1857 | loss: 0.0311261 | val_loss: 0.0311889 | Time: 5908.75 ms
[2021-09-29 21:14:29 main:574] : INFO : Epoch 1858 | loss: 0.031122 | val_loss: 0.0311964 | Time: 5827.33 ms
[2021-09-29 21:14:35 main:574] : INFO : Epoch 1859 | loss: 0.0311239 | val_loss: 0.0311968 | Time: 5705.95 ms
[2021-09-29 21:14:47 main:574] : INFO : Epoch 1860 | loss: 0.031124 | val_loss: 0.0311937 | Time: 11720.5 ms
[2021-09-29 21:14:56 main:574] : INFO : Epoch 1861 | loss: 0.0311228 | val_loss: 0.0312047 | Time: 9325.39 ms
[2021-09-29 21:15:04 main:574] : INFO : Epoch 1862 | loss: 0.031131 | val_loss: 0.0311909 | Time: 7844.7 ms
[2021-09-29 21:15:11 main:574] : INFO : Epoch 1863 | loss: 0.0311382 | val_loss: 0.0311895 | Time: 7550.46 ms
[2021-09-29 21:15:20 main:574] : INFO : Epoch 1864 | loss: 0.0311292 | val_loss: 0.031189 | Time: 8672.04 ms
[2021-09-29 21:15:29 main:574] : INFO : Epoch 1865 | loss: 0.0311249 | val_loss: 0.0311968 | Time: 8665.92 ms
[2021-09-29 21:15:36 main:574] : INFO : Epoch 1866 | loss: 0.0311248 | val_loss: 0.0312013 | Time: 7346.78 ms
[2021-09-29 21:15:43 main:574] : INFO : Epoch 1867 | loss: 0.0311263 | val_loss: 0.0311886 | Time: 6950.47 ms
[2021-09-29 21:15:49 main:574] : INFO : Epoch 1868 | loss: 0.0311237 | val_loss: 0.0311936 | Time: 6294.85 ms
[2021-09-29 21:15:55 main:574] : INFO : Epoch 1869 | loss: 0.0311203 | val_loss: 0.0311936 | Time: 5521.22 ms
[2021-09-29 21:16:01 main:574] : INFO : Epoch 1870 | loss: 0.0311244 | val_loss: 0.0311889 | Time: 5728.37 ms
[2021-09-29 21:16:06 main:574] : INFO : Epoch 1871 | loss: 0.0311203 | val_loss: 0.0312022 | Time: 5506.97 ms
[2021-09-29 21:16:12 main:574] : INFO : Epoch 1872 | loss: 0.0311167 | val_loss: 0.031195 | Time: 5551.29 ms
[2021-09-29 21:16:17 main:574] : INFO : Epoch 1873 | loss: 0.0311288 | val_loss: 0.0311895 | Time: 5452.02 ms
[2021-09-29 21:16:23 main:574] : INFO : Epoch 1874 | loss: 0.0311317 | val_loss: 0.0311993 | Time: 6233.47 ms
[2021-09-29 21:16:31 main:574] : INFO : Epoch 1875 | loss: 0.031121 | val_loss: 0.0312017 | Time: 7259.55 ms
[2021-09-29 21:16:36 main:574] : INFO : Epoch 1876 | loss: 0.0311223 | val_loss: 0.0311937 | Time: 5159.6 ms
[2021-09-29 21:16:41 main:574] : INFO : Epoch 1877 | loss: 0.031127 | val_loss: 0.0311982 | Time: 5243.4 ms
[2021-09-29 21:16:47 main:574] : INFO : Epoch 1878 | loss: 0.0311207 | val_loss: 0.031207 | Time: 6052.8 ms
[2021-09-29 21:16:52 main:574] : INFO : Epoch 1879 | loss: 0.0311192 | val_loss: 0.0312004 | Time: 5358.71 ms
[2021-09-29 21:16:58 main:574] : INFO : Epoch 1880 | loss: 0.0311209 | val_loss: 0.0311912 | Time: 5697.98 ms
[2021-09-29 21:17:04 main:574] : INFO : Epoch 1881 | loss: 0.0311279 | val_loss: 0.0311913 | Time: 5941.43 ms
[2021-09-29 21:17:11 main:574] : INFO : Epoch 1882 | loss: 0.0311273 | val_loss: 0.0311952 | Time: 6587.31 ms
[2021-09-29 21:17:18 main:574] : INFO : Epoch 1883 | loss: 0.0311272 | val_loss: 0.0312055 | Time: 7427.47 ms
[2021-09-29 21:17:26 main:574] : INFO : Epoch 1884 | loss: 0.0311222 | val_loss: 0.0312006 | Time: 7552.96 ms
[2021-09-29 21:17:31 main:574] : INFO : Epoch 1885 | loss: 0.031123 | val_loss: 0.0311982 | Time: 5496.84 ms
[2021-09-29 21:17:36 main:574] : INFO : Epoch 1886 | loss: 0.0311221 | val_loss: 0.031204 | Time: 5103.36 ms
[2021-09-29 21:17:41 main:574] : INFO : Epoch 1887 | loss: 0.0311285 | val_loss: 0.0312056 | Time: 5136.93 ms
[2021-09-29 21:17:47 main:574] : INFO : Epoch 1888 | loss: 0.0311363 | val_loss: 0.0311903 | Time: 5273.87 ms
[2021-09-29 21:17:52 main:574] : INFO : Epoch 1889 | loss: 0.0311263 | val_loss: 0.0311923 | Time: 5211.33 ms
[2021-09-29 21:17:57 main:574] : INFO : Epoch 1890 | loss: 0.0311242 | val_loss: 0.0311992 | Time: 5238.17 ms
[2021-09-29 21:18:02 main:574] : INFO : Epoch 1891 | loss: 0.031128 | val_loss: 0.0311942 | Time: 5177.81 ms
[2021-09-29 21:18:07 main:574] : INFO : Epoch 1892 | loss: 0.0311233 | val_loss: 0.0311923 | Time: 5028.77 ms
[2021-09-29 21:18:12 main:574] : INFO : Epoch 1893 | loss: 0.0311276 | val_loss: 0.0312009 | Time: 5064.27 ms
[2021-09-29 21:18:18 main:574] : INFO : Epoch 1894 | loss: 0.0311214 | val_loss: 0.0311991 | Time: 5141.2 ms
[2021-09-29 21:18:23 main:574] : INFO : Epoch 1895 | loss: 0.0311232 | val_loss: 0.0312013 | Time: 5422.91 ms
[2021-09-29 21:18:28 main:574] : INFO : Epoch 1896 | loss: 0.0311254 | val_loss: 0.0312009 | Time: 5207.78 ms
[2021-09-29 21:18:34 main:574] : INFO : Epoch 1897 | loss: 0.0311216 | val_loss: 0.0312016 | Time: 5582.21 ms
[2021-09-29 21:18:39 main:574] : INFO : Epoch 1898 | loss: 0.0311218 | val_loss: 0.0312008 | Time: 5028.36 ms
[2021-09-29 21:18:44 main:574] : INFO : Epoch 1899 | loss: 0.0311235 | val_loss: 0.0312067 | Time: 4944.98 ms
[2021-09-29 21:18:49 main:574] : INFO : Epoch 1900 | loss: 0.0311199 | val_loss: 0.0312092 | Time: 4878.47 ms
[2021-09-29 21:18:54 main:574] : INFO : Epoch 1901 | loss: 0.0311229 | val_loss: 0.0312042 | Time: 5029.9 ms
[2021-09-29 21:18:59 main:574] : INFO : Epoch 1902 | loss: 0.0311154 | val_loss: 0.0312054 | Time: 5027.55 ms
[2021-09-29 21:19:04 main:574] : INFO : Epoch 1903 | loss: 0.0311142 | val_loss: 0.0312032 | Time: 5145.15 ms
[2021-09-29 21:19:09 main:574] : INFO : Epoch 1904 | loss: 0.0311128 | val_loss: 0.0312005 | Time: 5136.64 ms
[2021-09-29 21:19:14 main:574] : INFO : Epoch 1905 | loss: 0.0311179 | val_loss: 0.0311982 | Time: 5003 ms
[2021-09-29 21:19:19 main:574] : INFO : Epoch 1906 | loss: 0.0311191 | val_loss: 0.0311987 | Time: 4895.59 ms
[2021-09-29 21:19:24 main:574] : INFO : Epoch 1907 | loss: 0.0311204 | val_loss: 0.0312072 | Time: 4768.6 ms
[2021-09-29 21:19:29 main:574] : INFO : Epoch 1908 | loss: 0.0311172 | val_loss: 0.0312057 | Time: 4952.91 ms
[2021-09-29 21:19:34 main:574] : INFO : Epoch 1909 | loss: 0.03112 | val_loss: 0.0311978 | Time: 4852.54 ms
[2021-09-29 21:19:39 main:574] : INFO : Epoch 1910 | loss: 0.0311176 | val_loss: 0.0311979 | Time: 5400.98 ms
[2021-09-29 21:19:44 main:574] : INFO : Epoch 1911 | loss: 0.0311199 | val_loss: 0.031198 | Time: 5046.85 ms
[2021-09-29 21:19:49 main:574] : INFO : Epoch 1912 | loss: 0.0311223 | val_loss: 0.0311974 | Time: 5288.76 ms
[2021-09-29 21:19:55 main:574] : INFO : Epoch 1913 | loss: 0.0311215 | val_loss: 0.031194 | Time: 5587.42 ms
[2021-09-29 21:20:00 main:574] : INFO : Epoch 1914 | loss: 0.0311247 | val_loss: 0.0311969 | Time: 4812.77 ms
[2021-09-29 21:20:06 main:574] : INFO : Epoch 1915 | loss: 0.0311195 | val_loss: 0.0312021 | Time: 6018.67 ms
[2021-09-29 21:20:13 main:574] : INFO : Epoch 1916 | loss: 0.0311285 | val_loss: 0.0311915 | Time: 7250.63 ms
[2021-09-29 21:20:19 main:574] : INFO : Epoch 1917 | loss: 0.0311301 | val_loss: 0.0311981 | Time: 6208 ms
[2021-09-29 21:20:26 main:574] : INFO : Epoch 1918 | loss: 0.031128 | val_loss: 0.0311968 | Time: 6554.89 ms
[2021-09-29 21:20:34 main:574] : INFO : Epoch 1919 | loss: 0.0311299 | val_loss: 0.0312033 | Time: 8532.51 ms
[2021-09-29 21:20:42 main:574] : INFO : Epoch 1920 | loss: 0.0311321 | val_loss: 0.0311887 | Time: 7532.21 ms
[2021-09-29 21:20:49 main:574] : INFO : Epoch 1921 | loss: 0.0311409 | val_loss: 0.0311881 | Time: 7362.69 ms
[2021-09-29 21:20:54 main:574] : INFO : Epoch 1922 | loss: 0.0311365 | val_loss: 0.0311936 | Time: 5179.78 ms
[2021-09-29 21:21:00 main:574] : INFO : Epoch 1923 | loss: 0.031134 | val_loss: 0.0311963 | Time: 5232.15 ms
[2021-09-29 21:21:05 main:574] : INFO : Epoch 1924 | loss: 0.0311269 | val_loss: 0.0311965 | Time: 5080.63 ms
[2021-09-29 21:21:10 main:574] : INFO : Epoch 1925 | loss: 0.0311253 | val_loss: 0.0311963 | Time: 5015 ms
[2021-09-29 21:21:16 main:574] : INFO : Epoch 1926 | loss: 0.0311248 | val_loss: 0.0311976 | Time: 5933.63 ms
[2021-09-29 21:21:21 main:574] : INFO : Epoch 1927 | loss: 0.0311225 | val_loss: 0.0312033 | Time: 5201.37 ms
[2021-09-29 21:21:26 main:574] : INFO : Epoch 1928 | loss: 0.0311218 | val_loss: 0.031205 | Time: 5028.8 ms
[2021-09-29 21:21:31 main:574] : INFO : Epoch 1929 | loss: 0.0311244 | val_loss: 0.031201 | Time: 4941.5 ms
[2021-09-29 21:21:36 main:574] : INFO : Epoch 1930 | loss: 0.0311252 | val_loss: 0.0312004 | Time: 4880.29 ms
[2021-09-29 21:21:41 main:574] : INFO : Epoch 1931 | loss: 0.0311301 | val_loss: 0.0311958 | Time: 5092.02 ms
[2021-09-29 21:21:46 main:574] : INFO : Epoch 1932 | loss: 0.0311243 | val_loss: 0.0311956 | Time: 5052.17 ms
[2021-09-29 21:21:51 main:574] : INFO : Epoch 1933 | loss: 0.0311265 | val_loss: 0.0311944 | Time: 5407.41 ms
[2021-09-29 21:21:56 main:574] : INFO : Epoch 1934 | loss: 0.0311291 | val_loss: 0.0312015 | Time: 5012.03 ms
[2021-09-29 21:22:01 main:574] : INFO : Epoch 1935 | loss: 0.0311273 | val_loss: 0.0311993 | Time: 4820.38 ms
[2021-09-29 21:22:06 main:574] : INFO : Epoch 1936 | loss: 0.0311213 | val_loss: 0.0312067 | Time: 4774.21 ms
[2021-09-29 21:22:11 main:574] : INFO : Epoch 1937 | loss: 0.031126 | val_loss: 0.0312021 | Time: 4839.67 ms
[2021-09-29 21:22:16 main:574] : INFO : Epoch 1938 | loss: 0.0311267 | val_loss: 0.0311987 | Time: 4917.15 ms
[2021-09-29 21:22:21 main:574] : INFO : Epoch 1939 | loss: 0.031128 | val_loss: 0.0311936 | Time: 4820.64 ms
[2021-09-29 21:22:25 main:574] : INFO : Epoch 1940 | loss: 0.0311264 | val_loss: 0.0311946 | Time: 4860.15 ms
[2021-09-29 21:22:31 main:574] : INFO : Epoch 1941 | loss: 0.0311229 | val_loss: 0.0311982 | Time: 5070.8 ms
[2021-09-29 21:22:35 main:574] : INFO : Epoch 1942 | loss: 0.0311265 | val_loss: 0.031194 | Time: 4866.89 ms
[2021-09-29 21:22:40 main:574] : INFO : Epoch 1943 | loss: 0.0311232 | val_loss: 0.0312046 | Time: 4815.9 ms
[2021-09-29 21:22:45 main:574] : INFO : Epoch 1944 | loss: 0.0311249 | val_loss: 0.0312008 | Time: 4855.59 ms
[2021-09-29 21:22:50 main:574] : INFO : Epoch 1945 | loss: 0.0311186 | val_loss: 0.0311924 | Time: 4851.06 ms
[2021-09-29 21:22:55 main:574] : INFO : Epoch 1946 | loss: 0.0311187 | val_loss: 0.031197 | Time: 4954.83 ms
[2021-09-29 21:23:00 main:574] : INFO : Epoch 1947 | loss: 0.0311159 | val_loss: 0.0312049 | Time: 5077.07 ms
[2021-09-29 21:23:05 main:574] : INFO : Epoch 1948 | loss: 0.0311146 | val_loss: 0.0311992 | Time: 4833.81 ms
[2021-09-29 21:23:10 main:574] : INFO : Epoch 1949 | loss: 0.031116 | val_loss: 0.0311988 | Time: 4805.07 ms
[2021-09-29 21:23:14 main:574] : INFO : Epoch 1950 | loss: 0.0311131 | val_loss: 0.0311992 | Time: 4760.97 ms
[2021-09-29 21:23:19 main:574] : INFO : Epoch 1951 | loss: 0.0311138 | val_loss: 0.03119 | Time: 4711.53 ms
[2021-09-29 21:23:24 main:574] : INFO : Epoch 1952 | loss: 0.0311145 | val_loss: 0.0311975 | Time: 4766.48 ms
[2021-09-29 21:23:29 main:574] : INFO : Epoch 1953 | loss: 0.0311219 | val_loss: 0.0312075 | Time: 4781.36 ms
[2021-09-29 21:23:33 main:574] : INFO : Epoch 1954 | loss: 0.0311187 | val_loss: 0.0312086 | Time: 4818.64 ms
[2021-09-29 21:23:38 main:574] : INFO : Epoch 1955 | loss: 0.031115 | val_loss: 0.0312066 | Time: 4745.08 ms
[2021-09-29 21:23:43 main:574] : INFO : Epoch 1956 | loss: 0.0311173 | val_loss: 0.0311978 | Time: 4871.64 ms
[2021-09-29 21:23:48 main:574] : INFO : Epoch 1957 | loss: 0.0311202 | val_loss: 0.0312003 | Time: 4724.78 ms
[2021-09-29 21:23:53 main:574] : INFO : Epoch 1958 | loss: 0.0311216 | val_loss: 0.0311947 | Time: 4978 ms
[2021-09-29 21:23:58 main:574] : INFO : Epoch 1959 | loss: 0.0311209 | val_loss: 0.0311987 | Time: 4955.51 ms
[2021-09-29 21:24:03 main:574] : INFO : Epoch 1960 | loss: 0.0311245 | val_loss: 0.0312013 | Time: 4948.72 ms
[2021-09-29 21:24:08 main:574] : INFO : Epoch 1961 | loss: 0.0311286 | val_loss: 0.0311992 | Time: 5174.19 ms
[2021-09-29 21:24:13 main:574] : INFO : Epoch 1962 | loss: 0.0311204 | val_loss: 0.0311927 | Time: 4845.74 ms
[2021-09-29 21:24:18 main:574] : INFO : Epoch 1963 | loss: 0.0311168 | val_loss: 0.031202 | Time: 4823.6 ms
[2021-09-29 21:24:22 main:574] : INFO : Epoch 1964 | loss: 0.0311153 | val_loss: 0.031199 | Time: 4705.99 ms
[2021-09-29 21:24:27 main:574] : INFO : Epoch 1965 | loss: 0.0311181 | val_loss: 0.0312015 | Time: 4862.97 ms
[2021-09-29 21:24:32 main:574] : INFO : Epoch 1966 | loss: 0.0311176 | val_loss: 0.0312035 | Time: 4866.98 ms
[2021-09-29 21:24:37 main:574] : INFO : Epoch 1967 | loss: 0.0311183 | val_loss: 0.0311927 | Time: 4657.84 ms
[2021-09-29 21:24:41 main:574] : INFO : Epoch 1968 | loss: 0.0311196 | val_loss: 0.0311961 | Time: 4759.32 ms
[2021-09-29 21:24:46 main:574] : INFO : Epoch 1969 | loss: 0.0311258 | val_loss: 0.0311972 | Time: 4821.67 ms
[2021-09-29 21:24:51 main:574] : INFO : Epoch 1970 | loss: 0.0311229 | val_loss: 0.0311969 | Time: 4818.11 ms
[2021-09-29 21:24:56 main:574] : INFO : Epoch 1971 | loss: 0.0311234 | val_loss: 0.0311928 | Time: 4859.25 ms
[2021-09-29 21:25:01 main:574] : INFO : Epoch 1972 | loss: 0.0311277 | val_loss: 0.0311923 | Time: 4882.36 ms
[2021-09-29 21:25:06 main:574] : INFO : Epoch 1973 | loss: 0.0311368 | val_loss: 0.0311896 | Time: 4847 ms
[2021-09-29 21:25:11 main:574] : INFO : Epoch 1974 | loss: 0.0311297 | val_loss: 0.0311988 | Time: 5278.53 ms
[2021-09-29 21:25:16 main:574] : INFO : Epoch 1975 | loss: 0.031127 | val_loss: 0.0311937 | Time: 4773.07 ms
[2021-09-29 21:25:21 main:574] : INFO : Epoch 1976 | loss: 0.031122 | val_loss: 0.0311932 | Time: 4834.53 ms
[2021-09-29 21:25:26 main:574] : INFO : Epoch 1977 | loss: 0.0311196 | val_loss: 0.0312069 | Time: 4899.38 ms
[2021-09-29 21:25:30 main:574] : INFO : Epoch 1978 | loss: 0.0311189 | val_loss: 0.0312055 | Time: 4775.28 ms
[2021-09-29 21:25:35 main:574] : INFO : Epoch 1979 | loss: 0.0311201 | val_loss: 0.0311988 | Time: 4781.72 ms
[2021-09-29 21:25:40 main:574] : INFO : Epoch 1980 | loss: 0.0311223 | val_loss: 0.0312047 | Time: 5036.72 ms
[2021-09-29 21:25:45 main:574] : INFO : Epoch 1981 | loss: 0.0311185 | val_loss: 0.0312004 | Time: 4852.46 ms
[2021-09-29 21:25:50 main:574] : INFO : Epoch 1982 | loss: 0.0311318 | val_loss: 0.031191 | Time: 5025.8 ms
[2021-09-29 21:25:55 main:574] : INFO : Epoch 1983 | loss: 0.0311294 | val_loss: 0.0311973 | Time: 4814.46 ms
[2021-09-29 21:26:00 main:574] : INFO : Epoch 1984 | loss: 0.0311245 | val_loss: 0.0312103 | Time: 4826.28 ms
[2021-09-29 21:26:05 main:574] : INFO : Epoch 1985 | loss: 0.0311281 | val_loss: 0.0312037 | Time: 4877.88 ms
[2021-09-29 21:26:09 main:574] : INFO : Epoch 1986 | loss: 0.0311176 | val_loss: 0.0311998 | Time: 4737.95 ms
[2021-09-29 21:26:15 main:574] : INFO : Epoch 1987 | loss: 0.0311167 | val_loss: 0.0311959 | Time: 5208.64 ms
[2021-09-29 21:26:19 main:574] : INFO : Epoch 1988 | loss: 0.0311123 | val_loss: 0.0312009 | Time: 4835.61 ms
[2021-09-29 21:26:24 main:574] : INFO : Epoch 1989 | loss: 0.0311168 | val_loss: 0.0311952 | Time: 4897.21 ms
[2021-09-29 21:26:29 main:574] : INFO : Epoch 1990 | loss: 0.0311161 | val_loss: 0.0312081 | Time: 4828.19 ms
[2021-09-29 21:26:34 main:574] : INFO : Epoch 1991 | loss: 0.031115 | val_loss: 0.0312003 | Time: 4802.76 ms
[2021-09-29 21:26:39 main:574] : INFO : Epoch 1992 | loss: 0.0311184 | val_loss: 0.0312077 | Time: 4831.05 ms
[2021-09-29 21:26:44 main:574] : INFO : Epoch 1993 | loss: 0.0311188 | val_loss: 0.0311986 | Time: 4832.45 ms
[2021-09-29 21:26:49 main:574] : INFO : Epoch 1994 | loss: 0.0311181 | val_loss: 0.0311984 | Time: 4931.31 ms
[2021-09-29 21:26:53 main:574] : INFO : Epoch 1995 | loss: 0.0311166 | val_loss: 0.0312004 | Time: 4756.11 ms
[2021-09-29 21:26:58 main:574] : INFO : Epoch 1996 | loss: 0.031121 | val_loss: 0.0312005 | Time: 4947.34 ms
[2021-09-29 21:27:03 main:574] : INFO : Epoch 1997 | loss: 0.0311276 | val_loss: 0.0311965 | Time: 4813.85 ms
[2021-09-29 21:27:08 main:574] : INFO : Epoch 1998 | loss: 0.031122 | val_loss: 0.0312013 | Time: 4742.57 ms
[2021-09-29 21:27:13 main:574] : INFO : Epoch 1999 | loss: 0.0311187 | val_loss: 0.0311972 | Time: 5054.7 ms
[2021-09-29 21:27:18 main:574] : INFO : Epoch 2000 | loss: 0.0311294 | val_loss: 0.0311974 | Time: 4699.13 ms
[2021-09-29 21:27:23 main:574] : INFO : Epoch 2001 | loss: 0.0311265 | val_loss: 0.0311943 | Time: 5230.19 ms
[2021-09-29 21:27:28 main:574] : INFO : Epoch 2002 | loss: 0.0311189 | val_loss: 0.0311969 | Time: 4871.1 ms
[2021-09-29 21:27:33 main:574] : INFO : Epoch 2003 | loss: 0.0311153 | val_loss: 0.031196 | Time: 4918.97 ms
[2021-09-29 21:27:37 main:574] : INFO : Epoch 2004 | loss: 0.0311165 | val_loss: 0.0311942 | Time: 4823.79 ms
[2021-09-29 21:27:42 main:574] : INFO : Epoch 2005 | loss: 0.0311212 | val_loss: 0.0311982 | Time: 4737.55 ms
[2021-09-29 21:27:47 main:574] : INFO : Epoch 2006 | loss: 0.031119 | val_loss: 0.0311896 | Time: 4822.16 ms
[2021-09-29 21:27:52 main:574] : INFO : Epoch 2007 | loss: 0.0311203 | val_loss: 0.0311994 | Time: 4665.79 ms
[2021-09-29 21:27:56 main:574] : INFO : Epoch 2008 | loss: 0.0311177 | val_loss: 0.0311988 | Time: 4802.82 ms
[2021-09-29 21:28:01 main:574] : INFO : Epoch 2009 | loss: 0.0311217 | val_loss: 0.0311869 | Time: 4815.3 ms
[2021-09-29 21:28:06 main:574] : INFO : Epoch 2010 | loss: 0.0311206 | val_loss: 0.0312033 | Time: 4785.61 ms
[2021-09-29 21:28:11 main:574] : INFO : Epoch 2011 | loss: 0.0311166 | val_loss: 0.0311949 | Time: 4809.07 ms
[2021-09-29 21:28:16 main:574] : INFO : Epoch 2012 | loss: 0.0311214 | val_loss: 0.0312047 | Time: 5185.21 ms
[2021-09-29 21:28:21 main:574] : INFO : Epoch 2013 | loss: 0.0311284 | val_loss: 0.0312025 | Time: 5121.98 ms
[2021-09-29 21:28:27 main:574] : INFO : Epoch 2014 | loss: 0.031128 | val_loss: 0.0311959 | Time: 5293.81 ms
[2021-09-29 21:28:32 main:574] : INFO : Epoch 2015 | loss: 0.0311342 | val_loss: 0.0311961 | Time: 5233.88 ms
[2021-09-29 21:28:37 main:574] : INFO : Epoch 2016 | loss: 0.031137 | val_loss: 0.0311931 | Time: 5089.86 ms
[2021-09-29 21:28:58 main:574] : INFO : Epoch 2017 | loss: 0.0311499 | val_loss: 0.0311926 | Time: 20951 ms
[2021-09-29 21:29:13 main:574] : INFO : Epoch 2018 | loss: 0.0311419 | val_loss: 0.0311961 | Time: 15307.7 ms
[2021-09-29 21:29:33 main:574] : INFO : Epoch 2019 | loss: 0.0311381 | val_loss: 0.031192 | Time: 18335 ms
[2021-09-29 21:29:42 main:574] : INFO : Epoch 2020 | loss: 0.0311317 | val_loss: 0.031198 | Time: 9204.53 ms
[2021-09-29 21:29:53 main:574] : INFO : Epoch 2021 | loss: 0.0311371 | val_loss: 0.0311937 | Time: 10856.7 ms
[2021-09-29 21:30:01 main:574] : INFO : Epoch 2022 | loss: 0.0311399 | val_loss: 0.0311914 | Time: 8255.04 ms
[2021-09-29 21:30:06 main:574] : INFO : Epoch 2023 | loss: 0.0311312 | val_loss: 0.0311923 | Time: 4909.76 ms
[2021-09-29 21:30:11 main:574] : INFO : Epoch 2024 | loss: 0.0311318 | val_loss: 0.031193 | Time: 4910.36 ms
[2021-09-29 21:30:16 main:574] : INFO : Epoch 2025 | loss: 0.0311256 | val_loss: 0.0311916 | Time: 4849.5 ms
[2021-09-29 21:30:21 main:574] : INFO : Epoch 2026 | loss: 0.0311216 | val_loss: 0.031201 | Time: 4848.27 ms
[2021-09-29 21:30:26 main:574] : INFO : Epoch 2027 | loss: 0.0311185 | val_loss: 0.0311989 | Time: 4884.21 ms
[2021-09-29 21:30:30 main:574] : INFO : Epoch 2028 | loss: 0.0311148 | val_loss: 0.0312016 | Time: 4924.6 ms
[2021-09-29 21:30:35 main:574] : INFO : Epoch 2029 | loss: 0.0311159 | val_loss: 0.0311986 | Time: 4974 ms
[2021-09-29 21:30:41 main:574] : INFO : Epoch 2030 | loss: 0.0311199 | val_loss: 0.0312109 | Time: 5294.33 ms
[2021-09-29 21:30:46 main:574] : INFO : Epoch 2031 | loss: 0.0311207 | val_loss: 0.0311993 | Time: 4813.82 ms
[2021-09-29 21:30:50 main:574] : INFO : Epoch 2032 | loss: 0.0311293 | val_loss: 0.0311919 | Time: 4784.82 ms
[2021-09-29 21:30:55 main:574] : INFO : Epoch 2033 | loss: 0.0311272 | val_loss: 0.0311964 | Time: 4859.74 ms
[2021-09-29 21:31:00 main:574] : INFO : Epoch 2034 | loss: 0.031134 | val_loss: 0.031188 | Time: 4834.07 ms
[2021-09-29 21:31:05 main:574] : INFO : Epoch 2035 | loss: 0.0311743 | val_loss: 0.0311923 | Time: 4828.9 ms
[2021-09-29 21:31:10 main:574] : INFO : Epoch 2036 | loss: 0.031173 | val_loss: 0.0311905 | Time: 4891.51 ms
[2021-09-29 21:31:15 main:574] : INFO : Epoch 2037 | loss: 0.0311676 | val_loss: 0.0311964 | Time: 4784.31 ms
[2021-09-29 21:31:19 main:574] : INFO : Epoch 2038 | loss: 0.0311634 | val_loss: 0.0311918 | Time: 4672.48 ms
[2021-09-29 21:31:24 main:574] : INFO : Epoch 2039 | loss: 0.0311574 | val_loss: 0.0311927 | Time: 4807.62 ms
[2021-09-29 21:31:29 main:574] : INFO : Epoch 2040 | loss: 0.0311522 | val_loss: 0.0311945 | Time: 4873.1 ms
[2021-09-29 21:31:34 main:574] : INFO : Epoch 2041 | loss: 0.0311502 | val_loss: 0.0311889 | Time: 5112 ms
[2021-09-29 21:31:39 main:574] : INFO : Epoch 2042 | loss: 0.0311472 | val_loss: 0.0311885 | Time: 4891.99 ms
[2021-09-29 21:31:44 main:574] : INFO : Epoch 2043 | loss: 0.0311396 | val_loss: 0.0311847 | Time: 5306.95 ms
[2021-09-29 21:31:49 main:574] : INFO : Epoch 2044 | loss: 0.0311395 | val_loss: 0.0311852 | Time: 4920.71 ms
[2021-09-29 21:31:54 main:574] : INFO : Epoch 2045 | loss: 0.0311353 | val_loss: 0.0311906 | Time: 4808.93 ms
[2021-09-29 21:31:59 main:574] : INFO : Epoch 2046 | loss: 0.0311349 | val_loss: 0.031191 | Time: 4759.22 ms
[2021-09-29 21:32:04 main:574] : INFO : Epoch 2047 | loss: 0.0311368 | val_loss: 0.0311937 | Time: 4936.51 ms
[2021-09-29 21:32:09 main:574] : INFO : Epoch 2048 | loss: 0.0311341 | val_loss: 0.0311905 | Time: 4893.36 ms
[2021-09-29 21:32:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311905
[2021-09-29 21:32:09 main:603] : INFO : Saving end state to config to file
[2021-09-29 21:32:09 main:608] : INFO : Success, exiting..
21:32:09 (21152): 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)