Task 9432079
| Name | ParityModified-1638639016-23946-0_0 |
| Workunit | 6848192 |
| Created | 4 Dec 2021, 17:30:19 UTC |
| Sent | 14 Dec 2021, 11:45:54 UTC |
| Report deadline | 22 Dec 2021, 11:45:54 UTC |
| Received | 15 Dec 2021, 14:29:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16717 |
| Run time | 3 hours 39 min 20 sec |
| CPU time | 3 hours 18 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2-15 11:53:26 main:574] : INFO : Epoch 1583 | loss: 0.031032 | val_loss: 0.0312989 | Time: 98344.3 ms [2021-12-15 11:54:14 main:574] : INFO : Epoch 1584 | loss: 0.0310254 | val_loss: 0.0313038 | Time: 47924 ms [2021-12-15 11:54:22 main:574] : INFO : Epoch 1585 | loss: 0.031012 | val_loss: 0.0313186 | Time: 7722.23 ms [2021-12-15 11:55:00 main:574] : INFO : Epoch 1586 | loss: 0.0310186 | val_loss: 0.0313122 | Time: 38117.3 ms [2021-12-15 11:55:28 main:574] : INFO : Epoch 1587 | loss: 0.0310199 | val_loss: 0.031305 | Time: 27904.1 ms [2021-12-15 11:55:56 main:574] : INFO : Epoch 1588 | loss: 0.0310235 | val_loss: 0.0312655 | Time: 28068.7 ms [2021-12-15 11:56:04 main:574] : INFO : Epoch 1589 | loss: 0.0310676 | val_loss: 0.0312827 | Time: 7506.14 ms [2021-12-15 11:56:52 main:574] : INFO : Epoch 1590 | loss: 0.0310323 | val_loss: 0.0312823 | Time: 47705.1 ms [2021-12-15 11:57:09 main:574] : INFO : Epoch 1591 | loss: 0.0310197 | val_loss: 0.0312858 | Time: 17487.2 ms [2021-12-15 11:57:47 main:574] : INFO : Epoch 1592 | loss: 0.0310235 | val_loss: 0.0312538 | Time: 38169.6 ms [2021-12-15 11:57:55 main:574] : INFO : Epoch 1593 | loss: 0.0310299 | val_loss: 0.0313123 | Time: 7389.54 ms [2021-12-15 11:58:22 main:574] : INFO : Epoch 1594 | loss: 0.0310169 | val_loss: 0.0312861 | Time: 27667.3 ms [2021-12-15 11:59:11 main:574] : INFO : Epoch 1595 | loss: 0.0310163 | val_loss: 0.0313056 | Time: 48100.4 ms [2021-12-15 11:59:38 main:574] : INFO : Epoch 1596 | loss: 0.0310174 | val_loss: 0.0312692 | Time: 27386.1 ms [2021-12-15 11:59:45 main:574] : INFO : Epoch 1597 | loss: 0.0310373 | val_loss: 0.0312952 | Time: 7450.99 ms [2021-12-15 12:00:13 main:574] : INFO : Epoch 1598 | loss: 0.0310328 | val_loss: 0.031301 | Time: 27655.6 ms [2021-12-15 12:00:52 main:574] : INFO : Epoch 1599 | loss: 0.031035 | val_loss: 0.0312849 | Time: 38260.9 ms [2021-12-15 12:01:50 main:574] : INFO : Epoch 1600 | loss: 0.0310335 | val_loss: 0.0313264 | Time: 58245.7 ms [2021-12-15 12:01:57 main:574] : INFO : Epoch 1601 | loss: 0.0310323 | val_loss: 0.0312937 | Time: 7541.23 ms [2021-12-15 12:03:26 main:574] : INFO : Epoch 1602 | loss: 0.0310312 | val_loss: 0.0312807 | Time: 88265.1 ms [2021-12-15 12:07:39 main:574] : INFO : Epoch 1603 | loss: 0.0310229 | val_loss: 0.0313314 | Time: 253581 ms [2021-12-15 12:07:46 main:574] : INFO : Epoch 1604 | loss: 0.0310186 | val_loss: 0.0313032 | Time: 6869.52 ms [2021-12-15 12:08:03 main:574] : INFO : Epoch 1605 | loss: 0.0310318 | val_loss: 0.0313001 | Time: 17140.7 ms [2021-12-15 12:08:10 main:574] : INFO : Epoch 1606 | loss: 0.0310309 | val_loss: 0.0313069 | Time: 7131.82 ms [2021-12-15 12:08:27 main:574] : INFO : Epoch 1607 | loss: 0.0310261 | val_loss: 0.031309 | Time: 16970.4 ms [2021-12-15 12:08:45 main:574] : INFO : Epoch 1608 | loss: 0.0310709 | val_loss: 0.0312654 | Time: 17436.1 ms [2021-12-15 12:08:52 main:574] : INFO : Epoch 1609 | loss: 0.0310587 | val_loss: 0.0312601 | Time: 6771.76 ms [2021-12-15 12:09:09 main:574] : INFO : Epoch 1610 | loss: 0.0310713 | val_loss: 0.0313004 | Time: 17141.3 ms [2021-12-15 12:09:26 main:574] : INFO : Epoch 1611 | loss: 0.0310531 | val_loss: 0.0313325 | Time: 17189.6 ms [2021-12-15 12:09:43 main:574] : INFO : Epoch 1612 | loss: 0.0310364 | val_loss: 0.031341 | Time: 17228.3 ms [2021-12-15 12:09:50 main:574] : INFO : Epoch 1613 | loss: 0.0310214 | val_loss: 0.031275 | Time: 6582.6 ms [2021-12-15 12:10:07 main:574] : INFO : Epoch 1614 | loss: 0.0310221 | val_loss: 0.0312878 | Time: 16724.3 ms [2021-12-15 12:10:23 main:574] : INFO : Epoch 1615 | loss: 0.0310195 | val_loss: 0.0313012 | Time: 16456.6 ms [2021-12-15 12:10:30 main:574] : INFO : Epoch 1616 | loss: 0.0310202 | val_loss: 0.0312998 | Time: 6944.92 ms [2021-12-15 12:10:47 main:574] : INFO : Epoch 1617 | loss: 0.0310122 | val_loss: 0.0313233 | Time: 16737.4 ms [2021-12-15 12:11:04 main:574] : INFO : Epoch 1618 | loss: 0.0310129 | val_loss: 0.0313159 | Time: 16835 ms [2021-12-15 12:11:11 main:574] : INFO : Epoch 1619 | loss: 0.0310167 | val_loss: 0.0312557 | Time: 7003.73 ms [2021-12-15 12:11:27 main:574] : INFO : Epoch 1620 | loss: 0.0310133 | val_loss: 0.0313184 | Time: 16540.2 ms [2021-12-15 12:11:44 main:574] : INFO : Epoch 1621 | loss: 0.0310218 | val_loss: 0.031283 | Time: 16731.7 ms [2021-12-15 12:11:51 main:574] : INFO : Epoch 1622 | loss: 0.0310236 | val_loss: 0.0312987 | Time: 6699.39 ms [2021-12-15 12:12:07 main:574] : INFO : Epoch 1623 | loss: 0.0310235 | val_loss: 0.031318 | Time: 16626.8 ms [2021-12-15 12:12:25 main:574] : INFO : Epoch 1624 | loss: 0.0310278 | val_loss: 0.0312815 | Time: 17106.1 ms [2021-12-15 12:12:31 main:574] : INFO : Epoch 1625 | loss: 0.0310144 | val_loss: 0.0312916 | Time: 6600.03 ms [2021-12-15 12:12:48 main:574] : INFO : Epoch 1626 | loss: 0.0310087 | val_loss: 0.0312878 | Time: 16701.2 ms [2021-12-15 12:12:54 main:574] : INFO : Epoch 1627 | loss: 0.0310233 | val_loss: 0.0312674 | Time: 6541.86 ms [2021-12-15 12:13:11 main:574] : INFO : Epoch 1628 | loss: 0.0310382 | val_loss: 0.0312645 | Time: 16986.9 ms [2021-12-15 12:13:28 main:574] : INFO : Epoch 1629 | loss: 0.0310224 | val_loss: 0.0312687 | Time: 16976 ms [2021-12-15 12:13:45 main:574] : INFO : Epoch 1630 | loss: 0.0310215 | val_loss: 0.0312948 | Time: 16894.7 ms [2021-12-15 12:13:53 main:574] : INFO : Epoch 1631 | loss: 0.031029 | val_loss: 0.0312823 | Time: 7122.85 ms [2021-12-15 12:14:10 main:574] : INFO : Epoch 1632 | loss: 0.0310205 | val_loss: 0.0313153 | Time: 17301.3 ms [2021-12-15 12:14:27 main:574] : INFO : Epoch 1633 | loss: 0.0310184 | val_loss: 0.0313155 | Time: 16990.7 ms [2021-12-15 12:14:34 main:574] : INFO : Epoch 1634 | loss: 0.0310186 | val_loss: 0.0312954 | Time: 7294.76 ms [2021-12-15 12:14:51 main:574] : INFO : Epoch 1635 | loss: 0.0310254 | val_loss: 0.0312843 | Time: 17075.5 ms [2021-12-15 12:15:09 main:574] : INFO : Epoch 1636 | loss: 0.0310226 | val_loss: 0.0312984 | Time: 17286.6 ms [2021-12-15 12:15:15 main:574] : INFO : Epoch 1637 | loss: 0.0310104 | val_loss: 0.0312938 | Time: 6836.08 ms [2021-12-15 12:15:32 main:574] : INFO : Epoch 1638 | loss: 0.0310108 | val_loss: 0.0313112 | Time: 16551 ms [2021-12-15 12:15:49 main:574] : INFO : Epoch 1639 | loss: 0.0310178 | val_loss: 0.0312822 | Time: 16916.9 ms [2021-12-15 12:15:56 main:574] : INFO : Epoch 1640 | loss: 0.0310549 | val_loss: 0.0312944 | Time: 6763.09 ms [2021-12-15 12:16:13 main:574] : INFO : Epoch 1641 | loss: 0.03103 | val_loss: 0.0312884 | Time: 16846.9 ms [2021-12-15 12:16:30 main:574] : INFO : Epoch 1642 | loss: 0.0310222 | val_loss: 0.031278 | Time: 16921.4 ms [2021-12-15 12:16:37 main:574] : INFO : Epoch 1643 | loss: 0.0310197 | val_loss: 0.031309 | Time: 7006.87 ms [2021-12-15 12:16:54 main:574] : INFO : Epoch 1644 | loss: 0.0310179 | val_loss: 0.0312712 | Time: 16945.3 ms [2021-12-15 12:17:10 main:574] : INFO : Epoch 1645 | loss: 0.0310306 | val_loss: 0.0312732 | Time: 16586.4 ms [2021-12-15 12:17:17 main:574] : INFO : Epoch 1646 | loss: 0.0310531 | val_loss: 0.0313046 | Time: 6494.54 ms [2021-12-15 12:17:34 main:574] : INFO : Epoch 1647 | loss: 0.0310233 | val_loss: 0.0313092 | Time: 16908.6 ms [2021-12-15 12:17:50 main:574] : INFO : Epoch 1648 | loss: 0.0310131 | val_loss: 0.0313078 | Time: 16640.4 ms [2021-12-15 12:17:57 main:574] : INFO : Epoch 1649 | loss: 0.0310099 | val_loss: 0.0313118 | Time: 6729.4 ms [2021-12-15 12:18:14 main:574] : INFO : Epoch 1650 | loss: 0.0310067 | val_loss: 0.0312914 | Time: 16937.7 ms [2021-12-15 12:18:31 main:574] : INFO : Epoch 1651 | loss: 0.0310241 | val_loss: 0.0313032 | Time: 16903.3 ms [2021-12-15 12:18:48 main:574] : INFO : Epoch 1652 | loss: 0.0310321 | val_loss: 0.0313069 | Time: 17094 ms [2021-12-15 12:18:55 main:574] : INFO : Epoch 1653 | loss: 0.0310221 | val_loss: 0.0312864 | Time: 6790.29 ms [2021-12-15 12:19:12 main:574] : INFO : Epoch 1654 | loss: 0.0310349 | val_loss: 0.0312228 | Time: 16670.6 ms [2021-12-15 12:19:18 main:574] : INFO : Epoch 1655 | loss: 0.0311271 | val_loss: 0.031217 | Time: 6589.74 ms [2021-12-15 12:19:35 main:574] : INFO : Epoch 1656 | loss: 0.0311125 | val_loss: 0.0312417 | Time: 6745.29 ms [2021-12-15 12:19:53 main:574] : INFO : Epoch 1657 | loss: 0.0310902 | val_loss: 0.0312436 | Time: 17931.9 ms [2021-12-15 12:20:11 main:574] : INFO : Epoch 1658 | loss: 0.0310707 | val_loss: 0.031259 | Time: 17787.7 ms [2021-12-15 12:20:18 main:574] : INFO : Epoch 1659 | loss: 0.0310541 | val_loss: 0.0312974 | Time: 7403.5 ms [2021-12-15 12:20:36 main:574] : INFO : Epoch 1660 | loss: 0.0310532 | val_loss: 0.0312667 | Time: 17394.8 ms [2021-12-15 12:20:53 main:574] : INFO : Epoch 1661 | loss: 0.0310374 | val_loss: 0.0312643 | Time: 17152.7 ms [2021-12-15 12:21:10 main:574] : INFO : Epoch 1662 | loss: 0.0310235 | val_loss: 0.0312823 | Time: 17424.3 ms [2021-12-15 12:21:18 main:574] : INFO : Epoch 1663 | loss: 0.0310212 | val_loss: 0.0312808 | Time: 7397.35 ms [2021-12-15 12:21:36 main:574] : INFO : Epoch 1664 | loss: 0.0310258 | val_loss: 0.0312767 | Time: 17835.2 ms [2021-12-15 12:21:53 main:574] : INFO : Epoch 1665 | loss: 0.0310158 | val_loss: 0.0313014 | Time: 17752.3 ms [2021-12-15 12:22:11 main:574] : INFO : Epoch 1666 | loss: 0.0310412 | val_loss: 0.0312728 | Time: 17391.6 ms [2021-12-15 12:22:17 main:574] : INFO : Epoch 1667 | loss: 0.0310448 | val_loss: 0.0312975 | Time: 6671.44 ms [2021-12-15 12:22:35 main:574] : INFO : Epoch 1668 | loss: 0.0310215 | val_loss: 0.031288 | Time: 17220.2 ms [2021-12-15 12:22:52 main:574] : INFO : Epoch 1669 | loss: 0.0310241 | val_loss: 0.0313098 | Time: 17323.4 ms [2021-12-15 12:22:59 main:574] : INFO : Epoch 1670 | loss: 0.0310211 | val_loss: 0.0313291 | Time: 6689.41 ms [2021-12-15 12:23:13 main:574] : INFO : Epoch 1671 | loss: 0.0310188 | val_loss: 0.0313265 | Time: 14414.3 ms [2021-12-15 12:23:18 main:574] : INFO : Epoch 1672 | loss: 0.0310179 | val_loss: 0.0313098 | Time: 4398.23 ms [2021-12-15 12:23:22 main:574] : INFO : Epoch 1673 | loss: 0.031034 | val_loss: 0.0312942 | Time: 4317.97 ms [2021-12-15 12:23:26 main:574] : INFO : Epoch 1674 | loss: 0.0310335 | val_loss: 0.0312821 | Time: 4325.31 ms [2021-12-15 12:23:30 main:574] : INFO : Epoch 1675 | loss: 0.0310226 | val_loss: 0.0312894 | Time: 4237.84 ms [2021-12-15 12:23:35 main:574] : INFO : Epoch 1676 | loss: 0.0310187 | val_loss: 0.0313212 | Time: 4220.38 ms [2021-12-15 12:23:39 main:574] : INFO : Epoch 1677 | loss: 0.0310125 | val_loss: 0.0313031 | Time: 4195.08 ms [2021-12-15 12:23:43 main:574] : INFO : Epoch 1678 | loss: 0.0310122 | val_loss: 0.0312848 | Time: 4194.66 ms [2021-12-15 12:23:47 main:574] : INFO : Epoch 1679 | loss: 0.0310223 | val_loss: 0.0312835 | Time: 4371 ms [2021-12-15 12:23:52 main:574] : INFO : Epoch 1680 | loss: 0.0310232 | val_loss: 0.031291 | Time: 4216.89 ms [2021-12-15 12:23:56 main:574] : INFO : Epoch 1681 | loss: 0.0310202 | val_loss: 0.0313136 | Time: 4227.18 ms [2021-12-15 12:24:00 main:574] : INFO : Epoch 1682 | loss: 0.0310093 | val_loss: 0.0312819 | Time: 4423.99 ms [2021-12-15 12:24:05 main:574] : INFO : Epoch 1683 | loss: 0.0310031 | val_loss: 0.0313001 | Time: 4250.06 ms [2021-12-15 12:24:09 main:574] : INFO : Epoch 1684 | loss: 0.0310111 | val_loss: 0.0312991 | Time: 4191.49 ms [2021-12-15 12:24:13 main:574] : INFO : Epoch 1685 | loss: 0.0310205 | val_loss: 0.0312811 | Time: 4203.33 ms [2021-12-15 12:24:17 main:574] : INFO : Epoch 1686 | loss: 0.0310168 | val_loss: 0.0312828 | Time: 4212.25 ms [2021-12-15 12:24:21 main:574] : INFO : Epoch 1687 | loss: 0.0310095 | val_loss: 0.0313055 | Time: 4174.11 ms [2021-12-15 12:24:26 main:574] : INFO : Epoch 1688 | loss: 0.0310334 | val_loss: 0.0312694 | Time: 4232.98 ms [2021-12-15 12:24:30 main:574] : INFO : Epoch 1689 | loss: 0.0310472 | val_loss: 0.0313009 | Time: 4220.56 ms [2021-12-15 12:24:34 main:574] : INFO : Epoch 1690 | loss: 0.0310333 | val_loss: 0.0313112 | Time: 4219.27 ms [2021-12-15 12:24:38 main:574] : INFO : Epoch 1691 | loss: 0.0310457 | val_loss: 0.0312941 | Time: 4194.07 ms [2021-12-15 12:24:43 main:574] : INFO : Epoch 1692 | loss: 0.031025 | val_loss: 0.0312688 | Time: 4151.43 ms [2021-12-15 12:24:47 main:574] : INFO : Epoch 1693 | loss: 0.0310314 | val_loss: 0.0312853 | Time: 4290.34 ms [2021-12-15 12:24:51 main:574] : INFO : Epoch 1694 | loss: 0.0310264 | val_loss: 0.0312822 | Time: 4241.87 ms [2021-12-15 12:24:55 main:574] : INFO : Epoch 1695 | loss: 0.0310169 | val_loss: 0.0312937 | Time: 4177.86 ms [2021-12-15 12:24:59 main:574] : INFO : Epoch 1696 | loss: 0.0310171 | val_loss: 0.0312996 | Time: 4209.78 ms [2021-12-15 12:25:04 main:574] : INFO : Epoch 1697 | loss: 0.0310359 | val_loss: 0.0312991 | Time: 4252.79 ms [2021-12-15 12:25:08 main:574] : INFO : Epoch 1698 | loss: 0.0310239 | val_loss: 0.0312993 | Time: 4178.57 ms [2021-12-15 12:25:12 main:574] : INFO : Epoch 1699 | loss: 0.0310203 | val_loss: 0.0312985 | Time: 4118.86 ms [2021-12-15 12:25:16 main:574] : INFO : Epoch 1700 | loss: 0.0310168 | val_loss: 0.0312843 | Time: 4219.23 ms [2021-12-15 12:25:20 main:574] : INFO : Epoch 1701 | loss: 0.0310105 | val_loss: 0.0312806 | Time: 4159.03 ms [2021-12-15 12:25:25 main:574] : INFO : Epoch 1702 | loss: 0.0310181 | val_loss: 0.0312793 | Time: 4143.02 ms [2021-12-15 12:25:29 main:574] : INFO : Epoch 1703 | loss: 0.0310174 | val_loss: 0.0312953 | Time: 4177.42 ms [2021-12-15 12:25:33 main:574] : INFO : Epoch 1704 | loss: 0.0310203 | val_loss: 0.0313033 | Time: 4202.75 ms [2021-12-15 12:25:37 main:574] : INFO : Epoch 1705 | loss: 0.0310226 | val_loss: 0.0313013 | Time: 4144.12 ms [2021-12-15 12:25:41 main:574] : INFO : Epoch 1706 | loss: 0.0310154 | val_loss: 0.0313036 | Time: 4235.52 ms [2021-12-15 12:25:46 main:574] : INFO : Epoch 1707 | loss: 0.0310368 | val_loss: 0.0313199 | Time: 4468.59 ms [2021-12-15 12:25:50 main:574] : INFO : Epoch 1708 | loss: 0.031045 | val_loss: 0.0313236 | Time: 4501.45 ms [2021-12-15 12:26:05 main:574] : INFO : Epoch 1709 | loss: 0.0310409 | val_loss: 0.0312913 | Time: 14407.4 ms [2021-12-15 12:26:09 main:574] : INFO : Epoch 1710 | loss: 0.0310327 | val_loss: 0.0312805 | Time: 4200.59 ms [2021-12-15 12:26:13 main:574] : INFO : Epoch 1711 | loss: 0.0310239 | val_loss: 0.0313064 | Time: 4185.26 ms [2021-12-15 12:26:18 main:574] : INFO : Epoch 1712 | loss: 0.0310181 | val_loss: 0.0313225 | Time: 4281.25 ms [2021-12-15 12:26:22 main:574] : INFO : Epoch 1713 | loss: 0.0310179 | val_loss: 0.0312608 | Time: 4222.74 ms [2021-12-15 12:26:26 main:574] : INFO : Epoch 1714 | loss: 0.0310237 | val_loss: 0.0313052 | Time: 4209.46 ms [2021-12-15 12:26:30 main:574] : INFO : Epoch 1715 | loss: 0.0310142 | val_loss: 0.0312881 | Time: 4147.38 ms [2021-12-15 12:26:34 main:574] : INFO : Epoch 1716 | loss: 0.0310088 | val_loss: 0.0313052 | Time: 4175.91 ms [2021-12-15 12:26:39 main:574] : INFO : Epoch 1717 | loss: 0.0310022 | val_loss: 0.0313369 | Time: 4205.59 ms [2021-12-15 12:26:43 main:574] : INFO : Epoch 1718 | loss: 0.0310134 | val_loss: 0.0313248 | Time: 4202.51 ms [2021-12-15 12:26:47 main:574] : INFO : Epoch 1719 | loss: 0.0310363 | val_loss: 0.0312782 | Time: 4219.4 ms [2021-12-15 12:26:51 main:574] : INFO : Epoch 1720 | loss: 0.0310314 | val_loss: 0.0313227 | Time: 4250.37 ms [2021-12-15 12:26:55 main:574] : INFO : Epoch 1721 | loss: 0.0310278 | val_loss: 0.0312743 | Time: 4258.42 ms [2021-12-15 12:27:00 main:574] : INFO : Epoch 1722 | loss: 0.0310217 | val_loss: 0.0312945 | Time: 4200.05 ms [2021-12-15 12:27:04 main:574] : INFO : Epoch 1723 | loss: 0.0310144 | val_loss: 0.0312985 | Time: 4329.13 ms [2021-12-15 12:27:08 main:574] : INFO : Epoch 1724 | loss: 0.0310132 | val_loss: 0.0312858 | Time: 4187.93 ms [2021-12-15 12:27:12 main:574] : INFO : Epoch 1725 | loss: 0.031009 | val_loss: 0.0312919 | Time: 4129.67 ms [2021-12-15 12:27:17 main:574] : INFO : Epoch 1726 | loss: 0.0310147 | val_loss: 0.0313028 | Time: 4173.48 ms [2021-12-15 12:27:21 main:574] : INFO : Epoch 1727 | loss: 0.0310178 | val_loss: 0.0313216 | Time: 4375.19 ms [2021-12-15 12:27:25 main:574] : INFO : Epoch 1728 | loss: 0.0310308 | val_loss: 0.0312829 | Time: 4216.24 ms [2021-12-15 12:27:29 main:574] : INFO : Epoch 1729 | loss: 0.0310367 | val_loss: 0.0312986 | Time: 4205.12 ms [2021-12-15 12:27:34 main:574] : INFO : Epoch 1730 | loss: 0.0310218 | val_loss: 0.0312695 | Time: 4209.21 ms [2021-12-15 12:27:38 main:574] : INFO : Epoch 1731 | loss: 0.0310228 | val_loss: 0.0312771 | Time: 4191.19 ms [2021-12-15 12:27:42 main:574] : INFO : Epoch 1732 | loss: 0.0310182 | val_loss: 0.0313206 | Time: 4229.75 ms [2021-12-15 12:27:46 main:574] : INFO : Epoch 1733 | loss: 0.0310342 | val_loss: 0.0312957 | Time: 4139.38 ms [2021-12-15 12:27:50 main:574] : INFO : Epoch 1734 | loss: 0.0310439 | val_loss: 0.0312651 | Time: 4235.98 ms [2021-12-15 12:27:55 main:574] : INFO : Epoch 1735 | loss: 0.0310439 | val_loss: 0.0312713 | Time: 4233.76 ms [2021-12-15 12:27:59 main:574] : INFO : Epoch 1736 | loss: 0.031054 | val_loss: 0.0312807 | Time: 4191.41 ms [2021-12-15 12:28:03 main:574] : INFO : Epoch 1737 | loss: 0.0310339 | val_loss: 0.0312874 | Time: 4193.73 ms [2021-12-15 12:28:07 main:574] : INFO : Epoch 1738 | loss: 0.0310252 | val_loss: 0.0312913 | Time: 4222.85 ms [2021-12-15 12:28:12 main:574] : INFO : Epoch 1739 | loss: 0.03103 | val_loss: 0.0312782 | Time: 4258.76 ms [2021-12-15 12:28:16 main:574] : INFO : Epoch 1740 | loss: 0.0310286 | val_loss: 0.0312871 | Time: 4149.69 ms [2021-12-15 12:28:20 main:574] : INFO : Epoch 1741 | loss: 0.0310159 | val_loss: 0.0312888 | Time: 4263.96 ms [2021-12-15 12:28:24 main:574] : INFO : Epoch 1742 | loss: 0.0310268 | val_loss: 0.0312767 | Time: 4214.6 ms [2021-12-15 12:28:29 main:574] : INFO : Epoch 1743 | loss: 0.0310112 | val_loss: 0.0312981 | Time: 4228.12 ms [2021-12-15 12:28:33 main:574] : INFO : Epoch 1744 | loss: 0.0310137 | val_loss: 0.0312842 | Time: 4182.94 ms [2021-12-15 12:28:37 main:574] : INFO : Epoch 1745 | loss: 0.0310308 | val_loss: 0.0312362 | Time: 4191.21 ms [2021-12-15 12:28:41 main:574] : INFO : Epoch 1746 | loss: 0.0310207 | val_loss: 0.0313357 | Time: 4306.94 ms [2021-12-15 12:28:45 main:574] : INFO : Epoch 1747 | loss: 0.0310266 | val_loss: 0.0312984 | Time: 4235.14 ms [2021-12-15 12:28:50 main:574] : INFO : Epoch 1748 | loss: 0.031038 | val_loss: 0.031312 | Time: 4225.8 ms [2021-12-15 12:28:54 main:574] : INFO : Epoch 1749 | loss: 0.0311348 | val_loss: 0.031365 | Time: 4208.81 ms [2021-12-15 12:28:58 main:574] : INFO : Epoch 1750 | loss: 0.0315325 | val_loss: 0.033161 | Time: 4286.49 ms [2021-12-15 12:29:02 main:574] : INFO : Epoch 1751 | loss: 0.0327984 | val_loss: 0.0323796 | Time: 4200.03 ms [2021-12-15 12:29:07 main:574] : INFO : Epoch 1752 | loss: 0.0316475 | val_loss: 0.0314062 | Time: 4200.25 ms [2021-12-15 12:29:11 main:574] : INFO : Epoch 1753 | loss: 0.0313001 | val_loss: 0.031264 | Time: 4226.73 ms [2021-12-15 12:29:15 main:574] : INFO : Epoch 1754 | loss: 0.0312581 | val_loss: 0.031254 | Time: 4197.69 ms [2021-12-15 12:29:19 main:574] : INFO : Epoch 1755 | loss: 0.0312517 | val_loss: 0.0312516 | Time: 4219.43 ms [2021-12-15 12:29:23 main:574] : INFO : Epoch 1756 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 4141.34 ms [2021-12-15 12:29:28 main:574] : INFO : Epoch 1757 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 4221.77 ms [2021-12-15 12:29:32 main:574] : INFO : Epoch 1758 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4248.6 ms [2021-12-15 12:29:36 main:574] : INFO : Epoch 1759 | loss: 0.03125 | val_loss: 0.0312505 | Time: 4358.23 ms [2021-12-15 12:29:41 main:574] : INFO : Epoch 1760 | loss: 0.0312501 | val_loss: 0.031251 | Time: 4496.39 ms [2021-12-15 12:29:55 main:574] : INFO : Epoch 1761 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 14436.2 ms [2021-12-15 12:30:00 main:574] : INFO : Epoch 1762 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 4385.64 ms [2021-12-15 12:30:06 main:574] : INFO : Epoch 1763 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 6159.5 ms [2021-12-15 12:30:12 main:574] : INFO : Epoch 1764 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 6087.16 ms [2021-12-15 12:30:28 main:574] : INFO : Epoch 1765 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 15921.7 ms [2021-12-15 12:30:34 main:574] : INFO : Epoch 1766 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5934.93 ms [2021-12-15 12:30:50 main:574] : INFO : Epoch 1767 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 16040.2 ms [2021-12-15 12:30:56 main:574] : INFO : Epoch 1768 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 5815.26 ms [2021-12-15 12:31:02 main:574] : INFO : Epoch 1769 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 5956.02 ms [2021-12-15 12:31:18 main:574] : INFO : Epoch 1770 | loss: 0.03125 | val_loss: 0.0312508 | Time: 16181.1 ms [2021-12-15 12:31:24 main:574] : INFO : Epoch 1771 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 5983.03 ms [2021-12-15 12:31:40 main:574] : INFO : Epoch 1772 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 16256.8 ms [2021-12-15 12:31:56 main:574] : INFO : Epoch 1773 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 16120.8 ms [2021-12-15 12:32:02 main:574] : INFO : Epoch 1774 | loss: 0.0312499 | val_loss: 0.031251 | Time: 5882.19 ms [2021-12-15 12:32:18 main:574] : INFO : Epoch 1775 | loss: 0.0312505 | val_loss: 0.031251 | Time: 15865 ms [2021-12-15 12:32:24 main:574] : INFO : Epoch 1776 | loss: 0.0312509 | val_loss: 0.031251 | Time: 6225.46 ms [2021-12-15 12:32:41 main:574] : INFO : Epoch 1777 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 16281.4 ms [2021-12-15 12:32:57 main:574] : INFO : Epoch 1778 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 16036.7 ms [2021-12-15 12:33:03 main:574] : INFO : Epoch 1779 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 5995.27 ms [2021-12-15 12:33:19 main:574] : INFO : Epoch 1780 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 16259.4 ms [2021-12-15 12:33:25 main:574] : INFO : Epoch 1781 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 5891.67 ms [2021-12-15 12:33:41 main:574] : INFO : Epoch 1782 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 16116.1 ms [2021-12-15 12:33:57 main:574] : INFO : Epoch 1783 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 16107.9 ms [2021-12-15 12:34:03 main:574] : INFO : Epoch 1784 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 5927.22 ms [2021-12-15 12:34:19 main:574] : INFO : Epoch 1785 | loss: 0.0312496 | val_loss: 0.031251 | Time: 16255.1 ms [2021-12-15 12:34:25 main:574] : INFO : Epoch 1786 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 5992.44 ms [2021-12-15 12:34:41 main:574] : INFO : Epoch 1787 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 16004.5 ms [2021-12-15 12:34:58 main:574] : INFO : Epoch 1788 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 16352.6 ms [2021-12-15 12:35:04 main:574] : INFO : Epoch 1789 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 6174.72 ms [2021-12-15 12:35:20 main:574] : INFO : Epoch 1790 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 15941.3 ms [2021-12-15 12:35:26 main:574] : INFO : Epoch 1791 | loss: 0.0312496 | val_loss: 0.0312519 | Time: 5974.32 ms [2021-12-15 12:35:42 main:574] : INFO : Epoch 1792 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 16229.5 ms [2021-12-15 12:35:59 main:574] : INFO : Epoch 1793 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 16431.3 ms [2021-12-15 12:36:05 main:574] : INFO : Epoch 1794 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 6236.33 ms [2021-12-15 12:36:21 main:574] : INFO : Epoch 1795 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 16262.9 ms [2021-12-15 12:36:27 main:574] : INFO : Epoch 1796 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 5826.9 ms [2021-12-15 12:36:43 main:574] : INFO : Epoch 1797 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 16193.1 ms [2021-12-15 12:36:59 main:574] : INFO : Epoch 1798 | loss: 0.0312497 | val_loss: 0.0312521 | Time: 16076.1 ms [2021-12-15 12:37:05 main:574] : INFO : Epoch 1799 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 5805.92 ms [2021-12-15 12:37:21 main:574] : INFO : Epoch 1800 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 16191.6 ms [2021-12-15 12:37:27 main:574] : INFO : Epoch 1801 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 6164.32 ms [2021-12-15 12:37:33 main:574] : INFO : Epoch 1802 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 5899.44 ms [2021-12-15 12:37:50 main:574] : INFO : Epoch 1803 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 16137.2 ms [2021-12-15 12:37:56 main:574] : INFO : Epoch 1804 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 5969.53 ms [2021-12-15 12:38:01 main:574] : INFO : Epoch 1805 | loss: 0.03125 | val_loss: 0.0312506 | Time: 5880.25 ms [2021-12-15 12:38:08 main:574] : INFO : Epoch 1806 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 6066.61 ms [2021-12-15 12:38:24 main:574] : INFO : Epoch 1807 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 16074.4 ms [2021-12-15 12:38:29 main:574] : INFO : Epoch 1808 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 5758.2 ms [2021-12-15 12:38:35 main:574] : INFO : Epoch 1809 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 6074.94 ms [2021-12-15 12:38:51 main:574] : INFO : Epoch 1810 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 15849.3 ms [2021-12-15 12:38:57 main:574] : INFO : Epoch 1811 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 5926.34 ms [2021-12-15 12:39:14 main:574] : INFO : Epoch 1812 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 16202.4 ms [2021-12-15 12:39:19 main:574] : INFO : Epoch 1813 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 5922.3 ms [2021-12-15 12:39:35 main:574] : INFO : Epoch 1814 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 15958.5 ms [2021-12-15 12:39:52 main:574] : INFO : Epoch 1815 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 16240.1 ms [2021-12-15 12:39:58 main:574] : INFO : Epoch 1816 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 6113.79 ms [2021-12-15 12:40:14 main:574] : INFO : Epoch 1817 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 15843.6 ms [2021-12-15 12:40:20 main:574] : INFO : Epoch 1818 | loss: 0.0312502 | val_loss: 0.031251 | Time: 5943.15 ms [2021-12-15 12:40:35 main:574] : INFO : Epoch 1819 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 15877.2 ms [2021-12-15 12:40:52 main:574] : INFO : Epoch 1820 | loss: 0.0312501 | val_loss: 0.031251 | Time: 16127.5 ms [2021-12-15 12:40:58 main:574] : INFO : Epoch 1821 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 6161.89 ms [2021-12-15 12:41:14 main:574] : INFO : Epoch 1822 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 16212.3 ms [2021-12-15 12:41:20 main:574] : INFO : Epoch 1823 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 5933.85 ms [2021-12-15 12:41:36 main:574] : INFO : Epoch 1824 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 16050.4 ms [2021-12-15 12:41:52 main:574] : INFO : Epoch 1825 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 16030.9 ms [2021-12-15 12:41:58 main:574] : INFO : Epoch 1826 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 5726.59 ms [2021-12-15 12:42:14 main:574] : INFO : Epoch 1827 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 16563.5 ms [2021-12-15 12:42:21 main:574] : INFO : Epoch 1828 | loss: 0.03125 | val_loss: 0.0312508 | Time: 6129.65 ms [2021-12-15 12:42:37 main:574] : INFO : Epoch 1829 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 15970.4 ms [2021-12-15 12:42:53 main:574] : INFO : Epoch 1830 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 16075.7 ms [2021-12-15 12:42:59 main:574] : INFO : Epoch 1831 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 6028.48 ms [2021-12-15 12:43:15 main:574] : INFO : Epoch 1832 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 15800.7 ms [2021-12-15 12:43:21 main:574] : INFO : Epoch 1833 | loss: 0.0312496 | val_loss: 0.0312527 | Time: 6023.05 ms [2021-12-15 12:43:37 main:574] : INFO : Epoch 1834 | loss: 0.0312512 | val_loss: 0.031252 | Time: 16303.6 ms [2021-12-15 12:43:53 main:574] : INFO : Epoch 1835 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 16131.9 ms [2021-12-15 12:43:59 main:574] : INFO : Epoch 1836 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 6037.68 ms [2021-12-15 12:44:15 main:574] : INFO : Epoch 1837 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 16184.8 ms [2021-12-15 12:44:21 main:574] : INFO : Epoch 1838 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 5860.28 ms [2021-12-15 12:44:27 main:574] : INFO : Epoch 1839 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 5870.72 ms [2021-12-15 12:44:43 main:574] : INFO : Epoch 1840 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 16182.2 ms [2021-12-15 12:44:49 main:574] : INFO : Epoch 1841 | loss: 0.0312502 | val_loss: 0.031251 | Time: 5978.97 ms [2021-12-15 12:45:06 main:574] : INFO : Epoch 1842 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 16379.6 ms [2021-12-15 12:45:12 main:574] : INFO : Epoch 1843 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 6056.71 ms [2021-12-15 12:45:28 main:574] : INFO : Epoch 1844 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 15861.6 ms [2021-12-15 12:45:44 main:574] : INFO : Epoch 1845 | loss: 0.0312497 | val_loss: 0.031251 | Time: 16104 ms [2021-12-15 12:45:50 main:574] : INFO : Epoch 1846 | loss: 0.0312497 | val_loss: 0.0312522 | Time: 6753.56 ms [2021-12-15 12:46:07 main:574] : INFO : Epoch 1847 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 16383 ms [2021-12-15 12:46:13 main:574] : INFO : Epoch 1848 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 5962.24 ms [2021-12-15 12:46:29 main:574] : INFO : Epoch 1849 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 16081.6 ms [2021-12-15 12:46:45 main:574] : INFO : Epoch 1850 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 16045.6 ms [2021-12-15 12:46:51 main:574] : INFO : Epoch 1851 | loss: 0.0312506 | val_loss: 0.031253 | Time: 5902.8 ms [2021-12-15 12:46:57 main:574] : INFO : Epoch 1852 | loss: 0.0312497 | val_loss: 0.0312518 | Time: 5880.72 ms [2021-12-15 12:47:03 main:574] : INFO : Epoch 1853 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 6058.11 ms [2021-12-15 12:47:19 main:574] : INFO : Epoch 1854 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 16029.6 ms [2021-12-15 12:47:35 main:574] : INFO : Epoch 1855 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 16106.5 ms [2021-12-15 12:47:41 main:574] : INFO : Epoch 1856 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 5917.06 ms [2021-12-15 12:47:57 main:574] : INFO : Epoch 1857 | loss: 0.0312496 | val_loss: 0.0312515 | Time: 15845.3 ms [2021-12-15 12:48:03 main:574] : INFO : Epoch 1858 | loss: 0.031251 | val_loss: 0.0312565 | Time: 6085.56 ms [2021-12-15 12:48:19 main:574] : INFO : Epoch 1859 | loss: 0.0312516 | val_loss: 0.0312508 | Time: 16192.3 ms [2021-12-15 12:48:35 main:574] : INFO : Epoch 1860 | loss: 0.0312497 | val_loss: 0.0312517 | Time: 16051.3 ms [2021-12-15 12:48:41 main:574] : INFO : Epoch 1861 | loss: 0.0312506 | val_loss: 0.031253 | Time: 6072.98 ms [2021-12-15 12:48:47 main:574] : INFO : Epoch 1862 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 5957.89 ms [2021-12-15 12:48:53 main:574] : INFO : Epoch 1863 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 5858.34 ms [2021-12-15 12:48:59 main:574] : INFO : Epoch 1864 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 6024.68 ms [2021-12-15 12:49:16 main:574] : INFO : Epoch 1865 | loss: 0.0312495 | val_loss: 0.0312518 | Time: 16417.7 ms [2021-12-15 12:49:22 main:574] : INFO : Epoch 1866 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 5868.01 ms [2021-12-15 12:49:38 main:574] : INFO : Epoch 1867 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 16002.7 ms [2021-12-15 12:49:44 main:574] : INFO : Epoch 1868 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 6071.15 ms [2021-12-15 12:50:00 main:574] : INFO : Epoch 1869 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 16038.4 ms [2021-12-15 12:50:06 main:574] : INFO : Epoch 1870 | loss: 0.0312494 | val_loss: 0.0312513 | Time: 6084.93 ms [2021-12-15 12:50:22 main:574] : INFO : Epoch 1871 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 16165.4 ms [2021-12-15 12:50:38 main:574] : INFO : Epoch 1872 | loss: 0.031249 | val_loss: 0.0312514 | Time: 15957.2 ms [2021-12-15 12:50:44 main:574] : INFO : Epoch 1873 | loss: 0.0312491 | val_loss: 0.0312513 | Time: 5929.86 ms [2021-12-15 12:51:00 main:574] : INFO : Epoch 1874 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 16151 ms [2021-12-15 12:51:06 main:574] : INFO : Epoch 1875 | loss: 0.0312505 | val_loss: 0.0312534 | Time: 5887.97 ms [2021-12-15 12:51:22 main:574] : INFO : Epoch 1876 | loss: 0.0312515 | val_loss: 0.0312545 | Time: 16255.7 ms [2021-12-15 12:51:38 main:574] : INFO : Epoch 1877 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 16000.1 ms [2021-12-15 12:51:44 main:574] : INFO : Epoch 1878 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 5945.64 ms [2021-12-15 12:52:00 main:574] : INFO : Epoch 1879 | loss: 0.0312494 | val_loss: 0.0312531 | Time: 16043.8 ms [2021-12-15 12:52:06 main:574] : INFO : Epoch 1880 | loss: 0.0312497 | val_loss: 0.0312522 | Time: 6053.44 ms [2021-12-15 12:52:22 main:574] : INFO : Epoch 1881 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 15789.2 ms [2021-12-15 12:52:38 main:574] : INFO : Epoch 1882 | loss: 0.0312498 | val_loss: 0.0312523 | Time: 16295 ms [2021-12-15 12:52:44 main:574] : INFO : Epoch 1883 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 5998.24 ms [2021-12-15 12:53:01 main:574] : INFO : Epoch 1884 | loss: 0.0312492 | val_loss: 0.0312514 | Time: 16029.3 ms [2021-12-15 12:53:07 main:574] : INFO : Epoch 1885 | loss: 0.031249 | val_loss: 0.0312508 | Time: 6154.51 ms [2021-12-15 12:53:23 main:574] : INFO : Epoch 1886 | loss: 0.0312492 | val_loss: 0.0312512 | Time: 15919.4 ms [2021-12-15 12:53:29 main:574] : INFO : Epoch 1887 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 5886.55 ms [2021-12-15 12:53:35 main:574] : INFO : Epoch 1888 | loss: 0.0312491 | val_loss: 0.0312511 | Time: 5998.53 ms [2021-12-15 12:53:51 main:574] : INFO : Epoch 1889 | loss: 0.0312497 | val_loss: 0.0312517 | Time: 16159.6 ms [2021-12-15 12:53:57 main:574] : INFO : Epoch 1890 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 5950.28 ms [2021-12-15 12:54:13 main:574] : INFO : Epoch 1891 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 16230.1 ms [2021-12-15 12:54:29 main:574] : INFO : Epoch 1892 | loss: 0.0312492 | val_loss: 0.031252 | Time: 16269.7 ms [2021-12-15 12:54:35 main:574] : INFO : Epoch 1893 | loss: 0.0312497 | val_loss: 0.0312526 | Time: 6018.25 ms [2021-12-15 12:54:51 main:574] : INFO : Epoch 1894 | loss: 0.0312495 | val_loss: 0.0312527 | Time: 16024.9 ms [2021-12-15 12:54:57 main:574] : INFO : Epoch 1895 | loss: 0.0312508 | val_loss: 0.031252 | Time: 6047.44 ms [2021-12-15 12:55:13 main:574] : INFO : Epoch 1896 | loss: 0.0312519 | val_loss: 0.0312518 | Time: 15948.1 ms [2021-12-15 12:55:19 main:574] : INFO : Epoch 1897 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 5854.91 ms [2021-12-15 12:55:25 main:574] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.031252 | Time: 6019.55 ms [2021-12-15 12:55:31 main:574] : INFO : Epoch 1899 | loss: 0.0312496 | val_loss: 0.0312515 | Time: 6003.64 ms [2021-12-15 12:55:37 main:574] : INFO : Epoch 1900 | loss: 0.0312496 | val_loss: 0.0312518 | Time: 6097.85 ms [2021-12-15 12:55:53 main:574] : INFO : Epoch 1901 | loss: 0.03125 | val_loss: 0.0312516 | Time: 15996.4 ms [2021-12-15 12:55:59 main:574] : INFO : Epoch 1902 | loss: 0.031249 | val_loss: 0.0312512 | Time: 5915.69 ms [2021-12-15 12:56:05 main:574] : INFO : Epoch 1903 | loss: 0.031249 | val_loss: 0.031251 | Time: 6036.41 ms [2021-12-15 12:56:11 main:574] : INFO : Epoch 1904 | loss: 0.0312494 | val_loss: 0.031252 | Time: 5955.83 ms [2021-12-15 12:56:17 main:574] : INFO : Epoch 1905 | loss: 0.031249 | val_loss: 0.031252 | Time: 5786.25 ms [2021-12-15 12:56:33 main:574] : INFO : Epoch 1906 | loss: 0.0312497 | val_loss: 0.0312533 | Time: 16200.9 ms [2021-12-15 12:56:39 main:574] : INFO : Epoch 1907 | loss: 0.0312493 | val_loss: 0.0312516 | Time: 6055.71 ms [2021-12-15 12:56:45 main:574] : INFO : Epoch 1908 | loss: 0.03125 | val_loss: 0.0312564 | Time: 5874.41 ms [2021-12-15 12:57:01 main:574] : INFO : Epoch 1909 | loss: 0.03125 | val_loss: 0.031251 | Time: 16085 ms [2021-12-15 12:57:07 main:574] : INFO : Epoch 1910 | loss: 0.0312489 | val_loss: 0.0312519 | Time: 6025.23 ms [2021-12-15 12:57:23 main:574] : INFO : Epoch 1911 | loss: 0.0312491 | val_loss: 0.0312513 | Time: 15829.9 ms [2021-12-15 12:57:29 main:574] : INFO : Epoch 1912 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 6208.42 ms [2021-12-15 12:57:46 main:574] : INFO : Epoch 1913 | loss: 0.0312497 | val_loss: 0.0312522 | Time: 16248.8 ms [2021-12-15 12:58:02 main:574] : INFO : Epoch 1914 | loss: 0.0312491 | val_loss: 0.031251 | Time: 15835.4 ms [2021-12-15 12:58:08 main:574] : INFO : Epoch 1915 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 5934.4 ms [2021-12-15 12:58:24 main:574] : INFO : Epoch 1916 | loss: 0.0312491 | val_loss: 0.0312517 | Time: 16107.6 ms [2021-12-15 12:58:30 main:574] : INFO : Epoch 1917 | loss: 0.0312489 | val_loss: 0.0312519 | Time: 5925.54 ms [2021-12-15 12:58:46 main:574] : INFO : Epoch 1918 | loss: 0.0312489 | val_loss: 0.0312519 | Time: 16256.1 ms [2021-12-15 12:59:02 main:574] : INFO : Epoch 1919 | loss: 0.0312493 | val_loss: 0.031254 | Time: 16106.1 ms [2021-12-15 12:59:08 main:574] : INFO : Epoch 1920 | loss: 0.0312514 | val_loss: 0.031253 | Time: 5879.1 ms [2021-12-15 12:59:24 main:574] : INFO : Epoch 1921 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 15954.1 ms [2021-12-15 12:59:30 main:574] : INFO : Epoch 1922 | loss: 0.0312492 | val_loss: 0.0312524 | Time: 5994.82 ms [2021-12-15 12:59:46 main:574] : INFO : Epoch 1923 | loss: 0.0312496 | val_loss: 0.031251 | Time: 15837.5 ms [2021-12-15 13:00:12 main:574] : INFO : Epoch 1924 | loss: 0.0312492 | val_loss: 0.0312511 | Time: 26232.2 ms [2021-12-15 13:00:18 main:574] : INFO : Epoch 1925 | loss: 0.0312491 | val_loss: 0.0312532 | Time: 6010.45 ms [2021-12-15 13:00:24 main:574] : INFO : Epoch 1926 | loss: 0.0312489 | val_loss: 0.0312513 | Time: 5986.18 ms [2021-12-15 13:00:30 main:574] : INFO : Epoch 1927 | loss: 0.031249 | val_loss: 0.0312522 | Time: 6006.65 ms [2021-12-15 13:00:46 main:574] : INFO : Epoch 1928 | loss: 0.0312484 | val_loss: 0.0312518 | Time: 16118.7 ms [2021-12-15 13:00:52 main:574] : INFO : Epoch 1929 | loss: 0.0312488 | val_loss: 0.0312514 | Time: 5850.58 ms [2021-12-15 13:01:08 main:574] : INFO : Epoch 1930 | loss: 0.0312486 | val_loss: 0.0312519 | Time: 15905.8 ms [2021-12-15 13:01:24 main:574] : INFO : Epoch 1931 | loss: 0.031249 | val_loss: 0.0312515 | Time: 16317.6 ms [2021-12-15 13:01:30 main:574] : INFO : Epoch 1932 | loss: 0.0312486 | val_loss: 0.0312514 | Time: 5938.54 ms [2021-12-15 13:01:46 main:574] : INFO : Epoch 1933 | loss: 0.0312484 | val_loss: 0.0312514 | Time: 16136.8 ms [2021-12-15 13:01:52 main:574] : INFO : Epoch 1934 | loss: 0.0312487 | val_loss: 0.0312518 | Time: 5908.13 ms [2021-12-15 13:02:08 main:574] : INFO : Epoch 1935 | loss: 0.0312486 | val_loss: 0.0312515 | Time: 15919.4 ms [2021-12-15 13:02:24 main:574] : INFO : Epoch 1936 | loss: 0.0312484 | val_loss: 0.0312523 | Time: 15953.4 ms [2021-12-15 13:02:30 main:574] : INFO : Epoch 1937 | loss: 0.0312487 | val_loss: 0.0312514 | Time: 6064.8 ms [2021-12-15 13:02:46 main:574] : INFO : Epoch 1938 | loss: 0.031249 | val_loss: 0.0312517 | Time: 15806 ms [2021-12-15 13:02:52 main:574] : INFO : Epoch 1939 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 5914.14 ms [2021-12-15 13:03:08 main:574] : INFO : Epoch 1940 | loss: 0.0312492 | val_loss: 0.0312521 | Time: 16002 ms [2021-12-15 13:03:24 main:574] : INFO : Epoch 1941 | loss: 0.0312494 | val_loss: 0.0312532 | Time: 15993.3 ms [2021-12-15 13:03:30 main:574] : INFO : Epoch 1942 | loss: 0.0312493 | val_loss: 0.0312515 | Time: 6006.9 ms [2021-12-15 13:03:46 main:574] : INFO : Epoch 1943 | loss: 0.0312482 | val_loss: 0.0312517 | Time: 16158.1 ms [2021-12-15 13:03:52 main:574] : INFO : Epoch 1944 | loss: 0.0312486 | val_loss: 0.0312515 | Time: 5752.66 ms [2021-12-15 13:03:58 main:574] : INFO : Epoch 1945 | loss: 0.0312484 | val_loss: 0.0312521 | Time: 5995.9 ms [2021-12-15 13:04:14 main:574] : INFO : Epoch 1946 | loss: 0.0312486 | val_loss: 0.0312525 | Time: 16293.6 ms [2021-12-15 13:04:20 main:574] : INFO : Epoch 1947 | loss: 0.0312486 | val_loss: 0.0312522 | Time: 5856.06 ms [2021-12-15 13:04:26 main:574] : INFO : Epoch 1948 | loss: 0.0312491 | val_loss: 0.0312526 | Time: 6090.33 ms [2021-12-15 13:04:32 main:574] : INFO : Epoch 1949 | loss: 0.0312493 | val_loss: 0.0312522 | Time: 5954.02 ms [2021-12-15 13:04:48 main:574] : INFO : Epoch 1950 | loss: 0.0312491 | val_loss: 0.0312518 | Time: 16050.7 ms [2021-12-15 13:04:54 main:574] : INFO : Epoch 1951 | loss: 0.0312487 | val_loss: 0.0312519 | Time: 5961.06 ms [2021-12-15 13:05:11 main:574] : INFO : Epoch 1952 | loss: 0.0312486 | val_loss: 0.0312519 | Time: 16213.8 ms [2021-12-15 13:05:27 main:574] : INFO : Epoch 1953 | loss: 0.0312486 | val_loss: 0.0312519 | Time: 15937.8 ms [2021-12-15 13:05:33 main:574] : INFO : Epoch 1954 | loss: 0.03125 | val_loss: 0.0312542 | Time: 6107.52 ms [2021-12-15 13:05:49 main:574] : INFO : Epoch 1955 | loss: 0.0312487 | val_loss: 0.0312524 | Time: 16169 ms [2021-12-15 13:05:55 main:574] : INFO : Epoch 1956 | loss: 0.0312487 | val_loss: 0.0312516 | Time: 5916.65 ms [2021-12-15 13:06:11 main:574] : INFO : Epoch 1957 | loss: 0.0312485 | val_loss: 0.0312518 | Time: 16113.9 ms [2021-12-15 13:06:27 main:574] : INFO : Epoch 1958 | loss: 0.0312486 | val_loss: 0.0312516 | Time: 16074.8 ms [2021-12-15 13:06:33 main:574] : INFO : Epoch 1959 | loss: 0.0312481 | val_loss: 0.0312516 | Time: 5918.41 ms [2021-12-15 13:06:49 main:574] : INFO : Epoch 1960 | loss: 0.0312482 | val_loss: 0.0312513 | Time: 16030.1 ms [2021-12-15 13:06:55 main:574] : INFO : Epoch 1961 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 6027.34 ms [2021-12-15 13:07:11 main:574] : INFO : Epoch 1962 | loss: 0.0312482 | val_loss: 0.0312515 | Time: 15939.6 ms [2021-12-15 13:07:27 main:574] : INFO : Epoch 1963 | loss: 0.0312491 | val_loss: 0.0312534 | Time: 16073.8 ms [2021-12-15 13:07:33 main:574] : INFO : Epoch 1964 | loss: 0.031249 | val_loss: 0.0312522 | Time: 5982.61 ms [2021-12-15 13:07:49 main:574] : INFO : Epoch 1965 | loss: 0.0312481 | val_loss: 0.0312521 | Time: 16156.8 ms [2021-12-15 13:07:55 main:574] : INFO : Epoch 1966 | loss: 0.0312482 | val_loss: 0.0312519 | Time: 5975.34 ms [2021-12-15 13:08:11 main:574] : INFO : Epoch 1967 | loss: 0.0312487 | val_loss: 0.0312525 | Time: 15989.6 ms [2021-12-15 13:08:27 main:574] : INFO : Epoch 1968 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 15906.7 ms [2021-12-15 13:08:33 main:574] : INFO : Epoch 1969 | loss: 0.0312492 | val_loss: 0.0312534 | Time: 5983.92 ms [2021-12-15 13:08:49 main:574] : INFO : Epoch 1970 | loss: 0.0312483 | val_loss: 0.0312519 | Time: 16115.8 ms [2021-12-15 13:08:55 main:574] : INFO : Epoch 1971 | loss: 0.0312481 | val_loss: 0.0312529 | Time: 5996.05 ms [2021-12-15 13:09:12 main:574] : INFO : Epoch 1972 | loss: 0.0312493 | val_loss: 0.0312516 | Time: 16252 ms [2021-12-15 13:09:18 main:574] : INFO : Epoch 1973 | loss: 0.0312495 | val_loss: 0.0312533 | Time: 6131.15 ms [2021-12-15 13:09:24 main:574] : INFO : Epoch 1974 | loss: 0.0312485 | val_loss: 0.0312523 | Time: 5836.41 ms [2021-12-15 13:09:40 main:574] : INFO : Epoch 1975 | loss: 0.0312491 | val_loss: 0.0312515 | Time: 16096.4 ms [2021-12-15 13:09:46 main:574] : INFO : Epoch 1976 | loss: 0.0312481 | val_loss: 0.0312526 | Time: 6058.63 ms [2021-12-15 13:10:02 main:574] : INFO : Epoch 1977 | loss: 0.0312493 | val_loss: 0.031252 | Time: 15923 ms [2021-12-15 13:10:18 main:574] : INFO : Epoch 1978 | loss: 0.0312484 | val_loss: 0.0312521 | Time: 16132.1 ms [2021-12-15 13:10:24 main:574] : INFO : Epoch 1979 | loss: 0.0312485 | val_loss: 0.0312533 | Time: 5964.48 ms [2021-12-15 13:10:40 main:574] : INFO : Epoch 1980 | loss: 0.0312483 | val_loss: 0.031252 | Time: 15908.6 ms [2021-12-15 13:10:46 main:574] : INFO : Epoch 1981 | loss: 0.0312484 | val_loss: 0.0312526 | Time: 6015.16 ms [2021-12-15 13:11:02 main:574] : INFO : Epoch 1982 | loss: 0.0312479 | val_loss: 0.0312521 | Time: 16164 ms [2021-12-15 13:11:08 main:574] : INFO : Epoch 1983 | loss: 0.0312478 | val_loss: 0.0312538 | Time: 5842.27 ms [2021-12-15 13:11:24 main:574] : INFO : Epoch 1984 | loss: 0.0312484 | val_loss: 0.0312517 | Time: 16290.1 ms [2021-12-15 13:11:41 main:574] : INFO : Epoch 1985 | loss: 0.0312477 | val_loss: 0.0312529 | Time: 16300 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1050 Ti) [2021-12-15 13:14:58 main:435] : INFO : Set logging level to 1 [2021-12-15 13:14:58 main:441] : INFO : Running in BOINC Client mode [2021-12-15 13:14:58 main:444] : INFO : Resolving all filenames [2021-12-15 13:14:58 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2021-12-15 13:14:58 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2021-12-15 13:14:58 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2021-12-15 13:14:58 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-12-15 13:14:58 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-15 13:14:58 main:472] : INFO : Dataset filename: dataset.hdf5 [2021-12-15 13:14:58 main:474] : INFO : Configuration: [2021-12-15 13:14:58 main:475] : INFO : Model type: GRU [2021-12-15 13:14:58 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-15 13:14:58 main:477] : INFO : Max Epochs: 2048 [2021-12-15 13:14:58 main:478] : INFO : Batch Size: 128 [2021-12-15 13:14:58 main:479] : INFO : Learning Rate: 0.01 [2021-12-15 13:14:58 main:480] : INFO : Patience: 10 [2021-12-15 13:14:58 main:481] : INFO : Hidden Width: 12 [2021-12-15 13:14:58 main:482] : INFO : # Recurrent Layers: 4 [2021-12-15 13:14:58 main:483] : INFO : # Backend Layers: 4 [2021-12-15 13:14:58 main:484] : INFO : # Threads: 1 [2021-12-15 13:14:58 main:486] : INFO : Preparing Dataset [2021-12-15 13:14:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2021-12-15 13:14:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2021-12-15 13:15:00 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-15 13:15:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2021-12-15 13:15:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2021-12-15 13:15:00 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-15 13:15:00 main:494] : INFO : Creating Model [2021-12-15 13:15:00 main:507] : INFO : Preparing config file [2021-12-15 13:15:00 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-15 13:15:00 main:512] : INFO : Loading config [2021-12-15 13:15:00 main:514] : INFO : Loading state [2021-12-15 13:15:01 main:559] : INFO : Loading DataLoader into Memory [2021-12-15 13:15:01 main:562] : INFO : Starting Training [2021-12-15 13:15:06 main:574] : INFO : Epoch 1970 | loss: 0.031322 | val_loss: 0.0312651 | Time: 4607.94 ms [2021-12-15 13:15:10 main:574] : INFO : Epoch 1971 | loss: 0.0312572 | val_loss: 0.0312534 | Time: 4358.25 ms [2021-12-15 13:15:16 main:574] : INFO : Epoch 1972 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 6047.05 ms [2021-12-15 13:15:32 main:574] : INFO : Epoch 1973 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 16058.2 ms [2021-12-15 13:15:38 main:574] : INFO : Epoch 1974 | loss: 0.0312499 | val_loss: 0.03125 | Time: 5842.93 ms [2021-12-15 13:15:54 main:574] : INFO : Epoch 1975 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 16105.9 ms [2021-12-15 13:16:01 main:574] : INFO : Epoch 1976 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 6443.28 ms [2021-12-15 13:16:17 main:574] : INFO : Epoch 1977 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 15985.6 ms [2021-12-15 13:16:33 main:574] : INFO : Epoch 1978 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 16031.4 ms [2021-12-15 13:16:39 main:574] : INFO : Epoch 1979 | loss: 0.0312487 | val_loss: 0.0312501 | Time: 6055.28 ms [2021-12-15 13:16:55 main:574] : INFO : Epoch 1980 | loss: 0.0312473 | val_loss: 0.031247 | Time: 16012.2 ms [2021-12-15 13:17:01 main:574] : INFO : Epoch 1981 | loss: 0.0312485 | val_loss: 0.031254 | Time: 5984.52 ms [2021-12-15 13:17:17 main:574] : INFO : Epoch 1982 | loss: 0.0312477 | val_loss: 0.0312456 | Time: 15991.2 ms [2021-12-15 13:17:33 main:574] : INFO : Epoch 1983 | loss: 0.0312404 | val_loss: 0.031237 | Time: 15979.2 ms [2021-12-15 13:17:39 main:574] : INFO : Epoch 1984 | loss: 0.0312403 | val_loss: 0.0312311 | Time: 5978.86 ms [2021-12-15 13:17:55 main:574] : INFO : Epoch 1985 | loss: 0.0312328 | val_loss: 0.0312185 | Time: 16122.5 ms [2021-12-15 13:18:01 main:574] : INFO : Epoch 1986 | loss: 0.0312765 | val_loss: 0.0312478 | Time: 5772.51 ms [2021-12-15 13:18:07 main:574] : INFO : Epoch 1987 | loss: 0.0312567 | val_loss: 0.0312496 | Time: 6161.05 ms [2021-12-15 13:18:23 main:574] : INFO : Epoch 1988 | loss: 0.0312284 | val_loss: 0.0312266 | Time: 16066.2 ms [2021-12-15 13:18:29 main:574] : INFO : Epoch 1989 | loss: 0.031214 | val_loss: 0.0312036 | Time: 5936.67 ms [2021-12-15 13:18:45 main:574] : INFO : Epoch 1990 | loss: 0.0312084 | val_loss: 0.0312137 | Time: 16059 ms [2021-12-15 13:18:51 main:574] : INFO : Epoch 1991 | loss: 0.0312082 | val_loss: 0.0311992 | Time: 5846.1 ms [2021-12-15 13:19:07 main:574] : INFO : Epoch 1992 | loss: 0.0312098 | val_loss: 0.0311987 | Time: 15779.7 ms [2021-12-15 13:19:13 main:574] : INFO : Epoch 1993 | loss: 0.0312022 | val_loss: 0.0311978 | Time: 5935.26 ms [2021-12-15 13:19:19 main:574] : INFO : Epoch 1994 | loss: 0.0312034 | val_loss: 0.0311968 | Time: 5914.81 ms [2021-12-15 13:19:34 main:574] : INFO : Epoch 1995 | loss: 0.0312041 | val_loss: 0.0312012 | Time: 15779.5 ms [2021-12-15 13:19:40 main:574] : INFO : Epoch 1996 | loss: 0.0312035 | val_loss: 0.0311938 | Time: 5990.89 ms [2021-12-15 13:19:56 main:574] : INFO : Epoch 1997 | loss: 0.0312003 | val_loss: 0.0311922 | Time: 16042.5 ms [2021-12-15 13:20:02 main:574] : INFO : Epoch 1998 | loss: 0.0311968 | val_loss: 0.031198 | Time: 5889.48 ms [2021-12-15 13:20:18 main:574] : INFO : Epoch 1999 | loss: 0.0311958 | val_loss: 0.0311866 | Time: 16016.5 ms [2021-12-15 13:20:34 main:574] : INFO : Epoch 2000 | loss: 0.0311938 | val_loss: 0.0311928 | Time: 16013.7 ms [2021-12-15 13:20:40 main:574] : INFO : Epoch 2001 | loss: 0.0311946 | val_loss: 0.0311834 | Time: 5792.68 ms [2021-12-15 13:20:46 main:574] : INFO : Epoch 2002 | loss: 0.0311906 | val_loss: 0.0311839 | Time: 6044.04 ms [2021-12-15 13:20:52 main:574] : INFO : Epoch 2003 | loss: 0.0311877 | val_loss: 0.0311914 | Time: 6141.39 ms [2021-12-15 13:21:08 main:574] : INFO : Epoch 2004 | loss: 0.0311888 | val_loss: 0.0311817 | Time: 15942 ms [2021-12-15 13:21:25 main:574] : INFO : Epoch 2005 | loss: 0.0311844 | val_loss: 0.0311754 | Time: 16109.5 ms [2021-12-15 13:21:31 main:574] : INFO : Epoch 2006 | loss: 0.0311808 | val_loss: 0.0311771 | Time: 6014.55 ms [2021-12-15 13:21:46 main:574] : INFO : Epoch 2007 | loss: 0.0311777 | val_loss: 0.0311751 | Time: 15934.4 ms [2021-12-15 13:21:52 main:574] : INFO : Epoch 2008 | loss: 0.0311753 | val_loss: 0.0311753 | Time: 5937.22 ms [2021-12-15 13:22:09 main:574] : INFO : Epoch 2009 | loss: 0.0311767 | val_loss: 0.031174 | Time: 16075 ms [2021-12-15 13:22:14 main:574] : INFO : Epoch 2010 | loss: 0.0311793 | val_loss: 0.0311781 | Time: 5842.96 ms [2021-12-15 13:22:31 main:574] : INFO : Epoch 2011 | loss: 0.0311774 | val_loss: 0.0311782 | Time: 16142.6 ms [2021-12-15 13:22:47 main:574] : INFO : Epoch 2012 | loss: 0.031176 | val_loss: 0.0311787 | Time: 16112.8 ms [2021-12-15 13:22:53 main:574] : INFO : Epoch 2013 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 5963.72 ms [2021-12-15 13:23:09 main:574] : INFO : Epoch 2014 | loss: 0.0311702 | val_loss: 0.0311714 | Time: 15976.7 ms [2021-12-15 13:23:15 main:574] : INFO : Epoch 2015 | loss: 0.0311673 | val_loss: 0.0311694 | Time: 6184.93 ms [2021-12-15 13:23:31 main:574] : INFO : Epoch 2016 | loss: 0.0311654 | val_loss: 0.0311719 | Time: 16093.9 ms [2021-12-15 13:23:47 main:574] : INFO : Epoch 2017 | loss: 0.0311701 | val_loss: 0.0311693 | Time: 15901.7 ms [2021-12-15 13:23:53 main:574] : INFO : Epoch 2018 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 5959.31 ms [2021-12-15 13:24:09 main:574] : INFO : Epoch 2019 | loss: 0.0311632 | val_loss: 0.0311698 | Time: 15904 ms [2021-12-15 13:24:15 main:574] : INFO : Epoch 2020 | loss: 0.031163 | val_loss: 0.0311713 | Time: 5921.12 ms [2021-12-15 13:24:31 main:574] : INFO : Epoch 2021 | loss: 0.0311662 | val_loss: 0.0311691 | Time: 16166.8 ms [2021-12-15 13:24:47 main:574] : INFO : Epoch 2022 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 16088.7 ms [2021-12-15 13:24:53 main:574] : INFO : Epoch 2023 | loss: 0.0311635 | val_loss: 0.0311768 | Time: 6000.72 ms [2021-12-15 13:25:09 main:574] : INFO : Epoch 2024 | loss: 0.0311607 | val_loss: 0.0311682 | Time: 16147.8 ms [2021-12-15 13:25:15 main:574] : INFO : Epoch 2025 | loss: 0.0311643 | val_loss: 0.0311688 | Time: 5709.88 ms [2021-12-15 13:25:31 main:574] : INFO : Epoch 2026 | loss: 0.0311596 | val_loss: 0.0311682 | Time: 15973.8 ms [2021-12-15 13:25:47 main:574] : INFO : Epoch 2027 | loss: 0.031157 | val_loss: 0.0311678 | Time: 16138.5 ms [2021-12-15 13:25:53 main:574] : INFO : Epoch 2028 | loss: 0.031159 | val_loss: 0.0311686 | Time: 5876.85 ms [2021-12-15 13:26:09 main:574] : INFO : Epoch 2029 | loss: 0.0311596 | val_loss: 0.0311678 | Time: 15970.9 ms [2021-12-15 13:26:15 main:574] : INFO : Epoch 2030 | loss: 0.031159 | val_loss: 0.0311724 | Time: 6064.38 ms [2021-12-15 13:26:21 main:574] : INFO : Epoch 2031 | loss: 0.0311604 | val_loss: 0.03118 | Time: 5852.22 ms [2021-12-15 13:26:27 main:574] : INFO : Epoch 2032 | loss: 0.0311609 | val_loss: 0.0311805 | Time: 5919.24 ms [2021-12-15 13:26:43 main:574] : INFO : Epoch 2033 | loss: 0.0311567 | val_loss: 0.0311763 | Time: 16030.8 ms [2021-12-15 13:26:59 main:574] : INFO : Epoch 2034 | loss: 0.0311569 | val_loss: 0.0311673 | Time: 15799.7 ms [2021-12-15 13:27:05 main:574] : INFO : Epoch 2035 | loss: 0.031156 | val_loss: 0.0311669 | Time: 6174.05 ms [2021-12-15 13:27:21 main:574] : INFO : Epoch 2036 | loss: 0.0311579 | val_loss: 0.0311774 | Time: 16216.6 ms [2021-12-15 13:27:27 main:574] : INFO : Epoch 2037 | loss: 0.031154 | val_loss: 0.0311727 | Time: 5799.37 ms [2021-12-15 13:27:43 main:574] : INFO : Epoch 2038 | loss: 0.0311555 | val_loss: 0.0311704 | Time: 16142.5 ms [2021-12-15 13:27:59 main:574] : INFO : Epoch 2039 | loss: 0.0311569 | val_loss: 0.0311801 | Time: 15816.2 ms [2021-12-15 13:28:05 main:574] : INFO : Epoch 2040 | loss: 0.0311593 | val_loss: 0.031167 | Time: 5884 ms [2021-12-15 13:28:21 main:574] : INFO : Epoch 2041 | loss: 0.0311577 | val_loss: 0.031167 | Time: 16115.5 ms [2021-12-15 13:28:27 main:574] : INFO : Epoch 2042 | loss: 0.0311508 | val_loss: 0.0311679 | Time: 5997.1 ms [2021-12-15 13:28:43 main:574] : INFO : Epoch 2043 | loss: 0.0311535 | val_loss: 0.0311671 | Time: 15797.9 ms [2021-12-15 13:28:59 main:574] : INFO : Epoch 2044 | loss: 0.0311566 | val_loss: 0.0311649 | Time: 16091.1 ms [2021-12-15 13:29:05 main:574] : INFO : Epoch 2045 | loss: 0.0311573 | val_loss: 0.0311813 | Time: 5981.25 ms [2021-12-15 13:29:21 main:574] : INFO : Epoch 2046 | loss: 0.0311543 | val_loss: 0.0311662 | Time: 15940 ms [2021-12-15 13:29:27 main:574] : INFO : Epoch 2047 | loss: 0.0311508 | val_loss: 0.0311704 | Time: 6036.31 ms [2021-12-15 13:29:33 main:574] : INFO : Epoch 2048 | loss: 0.0311506 | val_loss: 0.0311666 | Time: 5815.31 ms [2021-12-15 13:29:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311666 [2021-12-15 13:29:33 main:603] : INFO : Saving end state to config to file [2021-12-15 13:29:33 main:608] : INFO : Success, exiting.. 13:29:33 (7932): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)