Task 10862886
| Name | ParityModified-1639959676-30034-2-0_0 |
| Workunit | 8168673 |
| Created | 18 Jan 2022, 4:16:49 UTC |
| Sent | 4 Feb 2022, 9:35:31 UTC |
| Report deadline | 12 Feb 2022, 9:35:31 UTC |
| Received | 4 Feb 2022, 12:29:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16731 |
| Run time | 1 hours 10 min 50 sec |
| CPU time | 1 hours 9 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,455.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2022-02-04 02:33:19 main:574] : INFO : Epoch 1567 | loss: 0.031125 | val_loss: 0.0311853 | Time: 2033.61 ms [2022-02-04 02:33:21 main:574] : INFO : Epoch 1568 | loss: 0.0311228 | val_loss: 0.031179 | Time: 2030.95 ms [2022-02-04 02:33:23 main:574] : INFO : Epoch 1569 | loss: 0.0311239 | val_loss: 0.0311839 | Time: 2055.9 ms [2022-02-04 02:33:25 main:574] : INFO : Epoch 1570 | loss: 0.0311229 | val_loss: 0.0311806 | Time: 2027.07 ms [2022-02-04 02:33:27 main:574] : INFO : Epoch 1571 | loss: 0.0311251 | val_loss: 0.0311846 | Time: 2027.54 ms [2022-02-04 02:33:29 main:574] : INFO : Epoch 1572 | loss: 0.0311336 | val_loss: 0.0312087 | Time: 2053.8 ms [2022-02-04 02:33:31 main:574] : INFO : Epoch 1573 | loss: 0.0311358 | val_loss: 0.0311907 | Time: 2031.72 ms [2022-02-04 02:33:33 main:574] : INFO : Epoch 1574 | loss: 0.0311234 | val_loss: 0.0311785 | Time: 2032.26 ms [2022-02-04 02:33:35 main:574] : INFO : Epoch 1575 | loss: 0.0311207 | val_loss: 0.031178 | Time: 2026.83 ms [2022-02-04 02:33:37 main:574] : INFO : Epoch 1576 | loss: 0.03112 | val_loss: 0.0311769 | Time: 2028.96 ms [2022-02-04 02:33:39 main:574] : INFO : Epoch 1577 | loss: 0.0311187 | val_loss: 0.0311845 | Time: 2039.31 ms [2022-02-04 02:33:41 main:574] : INFO : Epoch 1578 | loss: 0.0311186 | val_loss: 0.0311787 | Time: 2032.92 ms [2022-02-04 02:33:43 main:574] : INFO : Epoch 1579 | loss: 0.0311177 | val_loss: 0.0311773 | Time: 2047.58 ms [2022-02-04 02:33:46 main:574] : INFO : Epoch 1580 | loss: 0.031119 | val_loss: 0.0311791 | Time: 2024.9 ms [2022-02-04 02:33:48 main:574] : INFO : Epoch 1581 | loss: 0.0311232 | val_loss: 0.0311794 | Time: 2034.97 ms [2022-02-04 02:33:50 main:574] : INFO : Epoch 1582 | loss: 0.0311228 | val_loss: 0.0311728 | Time: 2013.88 ms [2022-02-04 02:33:52 main:574] : INFO : Epoch 1583 | loss: 0.0311261 | val_loss: 0.0311821 | Time: 2029.62 ms [2022-02-04 02:33:54 main:574] : INFO : Epoch 1584 | loss: 0.0311326 | val_loss: 0.0311722 | Time: 2016.22 ms [2022-02-04 02:33:56 main:574] : INFO : Epoch 1585 | loss: 0.0311323 | val_loss: 0.031183 | Time: 2025.54 ms [2022-02-04 02:33:58 main:574] : INFO : Epoch 1586 | loss: 0.0311312 | val_loss: 0.0311823 | Time: 2034.04 ms [2022-02-04 02:34:00 main:574] : INFO : Epoch 1587 | loss: 0.0311309 | val_loss: 0.0311758 | Time: 2032.22 ms [2022-02-04 02:34:02 main:574] : INFO : Epoch 1588 | loss: 0.0311279 | val_loss: 0.0311783 | Time: 2030.63 ms [2022-02-04 02:34:04 main:574] : INFO : Epoch 1589 | loss: 0.0311258 | val_loss: 0.0311756 | Time: 2032.22 ms [2022-02-04 02:34:06 main:574] : INFO : Epoch 1590 | loss: 0.031126 | val_loss: 0.0311787 | Time: 2030.16 ms [2022-02-04 02:34:08 main:574] : INFO : Epoch 1591 | loss: 0.031124 | val_loss: 0.0311791 | Time: 2044.43 ms [2022-02-04 02:34:10 main:574] : INFO : Epoch 1592 | loss: 0.0311248 | val_loss: 0.0311803 | Time: 2026.64 ms [2022-02-04 02:34:12 main:574] : INFO : Epoch 1593 | loss: 0.0311222 | val_loss: 0.0311827 | Time: 2036.15 ms [2022-02-04 02:34:14 main:574] : INFO : Epoch 1594 | loss: 0.03112 | val_loss: 0.031181 | Time: 2030.27 ms [2022-02-04 02:34:16 main:574] : INFO : Epoch 1595 | loss: 0.0311197 | val_loss: 0.0311823 | Time: 2031.81 ms [2022-02-04 02:34:18 main:574] : INFO : Epoch 1596 | loss: 0.0311209 | val_loss: 0.0311774 | Time: 2062.25 ms [2022-02-04 02:34:20 main:574] : INFO : Epoch 1597 | loss: 0.031126 | val_loss: 0.0311785 | Time: 2035.67 ms [2022-02-04 02:34:22 main:574] : INFO : Epoch 1598 | loss: 0.0311283 | val_loss: 0.031177 | Time: 2034.84 ms [2022-02-04 02:34:24 main:574] : INFO : Epoch 1599 | loss: 0.031126 | val_loss: 0.0311808 | Time: 2052.1 ms [2022-02-04 02:34:27 main:574] : INFO : Epoch 1600 | loss: 0.031128 | val_loss: 0.0311723 | Time: 2026.21 ms [2022-02-04 02:34:29 main:574] : INFO : Epoch 1601 | loss: 0.031125 | val_loss: 0.0311745 | Time: 2028.13 ms [2022-02-04 02:34:31 main:574] : INFO : Epoch 1602 | loss: 0.031123 | val_loss: 0.0311811 | Time: 2031.88 ms [2022-02-04 02:34:33 main:574] : INFO : Epoch 1603 | loss: 0.031122 | val_loss: 0.0311773 | Time: 2026.86 ms [2022-02-04 02:34:35 main:574] : INFO : Epoch 1604 | loss: 0.0311219 | val_loss: 0.0311732 | Time: 2031.6 ms [2022-02-04 02:34:37 main:574] : INFO : Epoch 1605 | loss: 0.0311234 | val_loss: 0.0311734 | Time: 2035.54 ms [2022-02-04 02:34:39 main:574] : INFO : Epoch 1606 | loss: 0.0311244 | val_loss: 0.0311778 | Time: 2035.24 ms [2022-02-04 02:34:41 main:574] : INFO : Epoch 1607 | loss: 0.0311234 | val_loss: 0.031178 | Time: 2027.44 ms [2022-02-04 02:34:43 main:574] : INFO : Epoch 1608 | loss: 0.0311219 | val_loss: 0.0311758 | Time: 2039.95 ms [2022-02-04 02:34:45 main:574] : INFO : Epoch 1609 | loss: 0.0311231 | val_loss: 0.0311798 | Time: 2020.99 ms [2022-02-04 02:34:47 main:574] : INFO : Epoch 1610 | loss: 0.0311239 | val_loss: 0.0311771 | Time: 2035.51 ms [2022-02-04 02:34:49 main:574] : INFO : Epoch 1611 | loss: 0.0311259 | val_loss: 0.0311746 | Time: 2035.08 ms [2022-02-04 02:34:51 main:574] : INFO : Epoch 1612 | loss: 0.0311246 | val_loss: 0.0311766 | Time: 2038.99 ms [2022-02-04 02:34:53 main:574] : INFO : Epoch 1613 | loss: 0.0311215 | val_loss: 0.0311808 | Time: 2035.73 ms [2022-02-04 02:34:55 main:574] : INFO : Epoch 1614 | loss: 0.0311243 | val_loss: 0.0311809 | Time: 2023.8 ms [2022-02-04 02:34:57 main:574] : INFO : Epoch 1615 | loss: 0.0311283 | val_loss: 0.0311796 | Time: 2030.99 ms [2022-02-04 02:34:59 main:574] : INFO : Epoch 1616 | loss: 0.0311281 | val_loss: 0.0311797 | Time: 2034.9 ms [2022-02-04 02:35:01 main:574] : INFO : Epoch 1617 | loss: 0.0311268 | val_loss: 0.0311764 | Time: 2039.49 ms [2022-02-04 02:35:03 main:574] : INFO : Epoch 1618 | loss: 0.0311282 | val_loss: 0.0311829 | Time: 2031.1 ms [2022-02-04 02:35:06 main:574] : INFO : Epoch 1619 | loss: 0.0311281 | val_loss: 0.0311838 | Time: 2031.5 ms [2022-02-04 02:35:08 main:574] : INFO : Epoch 1620 | loss: 0.0311308 | val_loss: 0.0311763 | Time: 2041.69 ms [2022-02-04 02:35:10 main:574] : INFO : Epoch 1621 | loss: 0.0311272 | val_loss: 0.031173 | Time: 2046.97 ms [2022-02-04 02:35:12 main:574] : INFO : Epoch 1622 | loss: 0.0311242 | val_loss: 0.0311822 | Time: 2030.87 ms [2022-02-04 02:35:14 main:574] : INFO : Epoch 1623 | loss: 0.0311244 | val_loss: 0.031174 | Time: 2032.63 ms [2022-02-04 02:35:16 main:574] : INFO : Epoch 1624 | loss: 0.0311239 | val_loss: 0.0311796 | Time: 2027.51 ms [2022-02-04 02:35:18 main:574] : INFO : Epoch 1625 | loss: 0.031125 | val_loss: 0.0311766 | Time: 2017.65 ms [2022-02-04 02:35:20 main:574] : INFO : Epoch 1626 | loss: 0.0311249 | val_loss: 0.031176 | Time: 2025.09 ms [2022-02-04 02:35:22 main:574] : INFO : Epoch 1627 | loss: 0.0311233 | val_loss: 0.0311821 | Time: 2027.75 ms [2022-02-04 02:35:24 main:574] : INFO : Epoch 1628 | loss: 0.0311203 | val_loss: 0.0311765 | Time: 2021.16 ms [2022-02-04 02:35:26 main:574] : INFO : Epoch 1629 | loss: 0.031121 | val_loss: 0.031183 | Time: 2023.19 ms [2022-02-04 02:35:28 main:574] : INFO : Epoch 1630 | loss: 0.0311214 | val_loss: 0.0311828 | Time: 2022.76 ms [2022-02-04 02:35:30 main:574] : INFO : Epoch 1631 | loss: 0.03112 | val_loss: 0.0311796 | Time: 2028.04 ms [2022-02-04 02:35:32 main:574] : INFO : Epoch 1632 | loss: 0.0311199 | val_loss: 0.0311765 | Time: 2040.74 ms [2022-02-04 02:35:34 main:574] : INFO : Epoch 1633 | loss: 0.0311201 | val_loss: 0.031187 | Time: 2032.3 ms [2022-02-04 02:35:36 main:574] : INFO : Epoch 1634 | loss: 0.0311186 | val_loss: 0.0311796 | Time: 2018.7 ms [2022-02-04 02:35:38 main:574] : INFO : Epoch 1635 | loss: 0.0311187 | val_loss: 0.0311813 | Time: 2037.22 ms [2022-02-04 02:35:40 main:574] : INFO : Epoch 1636 | loss: 0.0311179 | val_loss: 0.0311806 | Time: 2029.73 ms [2022-02-04 02:35:42 main:574] : INFO : Epoch 1637 | loss: 0.0311191 | val_loss: 0.0311811 | Time: 2029.61 ms [2022-02-04 02:35:44 main:574] : INFO : Epoch 1638 | loss: 0.0311187 | val_loss: 0.0311781 | Time: 2032.8 ms [2022-02-04 02:35:46 main:574] : INFO : Epoch 1639 | loss: 0.0311188 | val_loss: 0.0311781 | Time: 2030.22 ms [2022-02-04 02:35:49 main:574] : INFO : Epoch 1640 | loss: 0.0311178 | val_loss: 0.0311779 | Time: 2033.71 ms [2022-02-04 02:35:51 main:574] : INFO : Epoch 1641 | loss: 0.031119 | val_loss: 0.0311814 | Time: 2046.95 ms [2022-02-04 02:35:53 main:574] : INFO : Epoch 1642 | loss: 0.0311181 | val_loss: 0.0311778 | Time: 2040.29 ms [2022-02-04 02:35:55 main:574] : INFO : Epoch 1643 | loss: 0.0311202 | val_loss: 0.0311832 | Time: 2041.91 ms [2022-02-04 02:35:57 main:574] : INFO : Epoch 1644 | loss: 0.0311207 | val_loss: 0.0311759 | Time: 2026.98 ms [2022-02-04 02:35:59 main:574] : INFO : Epoch 1645 | loss: 0.0311185 | val_loss: 0.0311838 | Time: 2035.57 ms [2022-02-04 02:36:01 main:574] : INFO : Epoch 1646 | loss: 0.031119 | val_loss: 0.031178 | Time: 2024.44 ms [2022-02-04 02:36:03 main:574] : INFO : Epoch 1647 | loss: 0.0311162 | val_loss: 0.0311853 | Time: 2020.23 ms [2022-02-04 02:36:05 main:574] : INFO : Epoch 1648 | loss: 0.0311185 | val_loss: 0.0311793 | Time: 2019.44 ms [2022-02-04 02:36:07 main:574] : INFO : Epoch 1649 | loss: 0.0311179 | val_loss: 0.0311832 | Time: 2029.93 ms [2022-02-04 02:36:09 main:574] : INFO : Epoch 1650 | loss: 0.0311194 | val_loss: 0.0311789 | Time: 2047.55 ms [2022-02-04 02:36:11 main:574] : INFO : Epoch 1651 | loss: 0.0311197 | val_loss: 0.0311786 | Time: 2039.2 ms [2022-02-04 02:36:13 main:574] : INFO : Epoch 1652 | loss: 0.0311191 | val_loss: 0.0311809 | Time: 2027.64 ms [2022-02-04 02:36:15 main:574] : INFO : Epoch 1653 | loss: 0.0311168 | val_loss: 0.0311852 | Time: 2030.5 ms [2022-02-04 02:36:17 main:574] : INFO : Epoch 1654 | loss: 0.0311209 | val_loss: 0.0311851 | Time: 2035.37 ms [2022-02-04 02:36:19 main:574] : INFO : Epoch 1655 | loss: 0.0311208 | val_loss: 0.031183 | Time: 2037.54 ms [2022-02-04 02:36:21 main:574] : INFO : Epoch 1656 | loss: 0.0311231 | val_loss: 0.0311804 | Time: 2041.87 ms [2022-02-04 02:36:23 main:574] : INFO : Epoch 1657 | loss: 0.0311249 | val_loss: 0.0311818 | Time: 2043.36 ms [2022-02-04 02:36:25 main:574] : INFO : Epoch 1658 | loss: 0.0311294 | val_loss: 0.0311941 | Time: 2023.47 ms [2022-02-04 02:36:28 main:574] : INFO : Epoch 1659 | loss: 0.031118 | val_loss: 0.0311859 | Time: 2033.51 ms [2022-02-04 02:36:30 main:574] : INFO : Epoch 1660 | loss: 0.0311227 | val_loss: 0.0311725 | Time: 2034.94 ms [2022-02-04 02:36:32 main:574] : INFO : Epoch 1661 | loss: 0.0311275 | val_loss: 0.0311803 | Time: 2038.89 ms [2022-02-04 02:36:34 main:574] : INFO : Epoch 1662 | loss: 0.031125 | val_loss: 0.0311855 | Time: 2025.62 ms [2022-02-04 02:36:36 main:574] : INFO : Epoch 1663 | loss: 0.031122 | val_loss: 0.0311802 | Time: 2036.98 ms [2022-02-04 02:36:38 main:574] : INFO : Epoch 1664 | loss: 0.0311214 | val_loss: 0.0311797 | Time: 2035.92 ms [2022-02-04 02:36:40 main:574] : INFO : Epoch 1665 | loss: 0.0311212 | val_loss: 0.0311813 | Time: 2062.71 ms [2022-02-04 02:36:42 main:574] : INFO : Epoch 1666 | loss: 0.0311192 | val_loss: 0.0311765 | Time: 2037.52 ms [2022-02-04 02:36:44 main:574] : INFO : Epoch 1667 | loss: 0.0311214 | val_loss: 0.0311823 | Time: 2022.81 ms [2022-02-04 02:36:46 main:574] : INFO : Epoch 1668 | loss: 0.031125 | val_loss: 0.0311751 | Time: 2026.07 ms [2022-02-04 02:36:48 main:574] : INFO : Epoch 1669 | loss: 0.0311246 | val_loss: 0.0311825 | Time: 2026.67 ms [2022-02-04 02:36:50 main:574] : INFO : Epoch 1670 | loss: 0.0311214 | val_loss: 0.0311783 | Time: 2040.84 ms [2022-02-04 02:36:52 main:574] : INFO : Epoch 1671 | loss: 0.0311179 | val_loss: 0.0311775 | Time: 2025.55 ms [2022-02-04 02:36:54 main:574] : INFO : Epoch 1672 | loss: 0.0311177 | val_loss: 0.0311845 | Time: 2024.25 ms [2022-02-04 02:36:56 main:574] : INFO : Epoch 1673 | loss: 0.0311176 | val_loss: 0.0311744 | Time: 2043.77 ms [2022-02-04 02:36:58 main:574] : INFO : Epoch 1674 | loss: 0.0311177 | val_loss: 0.031182 | Time: 2029.83 ms [2022-02-04 02:37:00 main:574] : INFO : Epoch 1675 | loss: 0.0311148 | val_loss: 0.0311758 | Time: 2043.14 ms [2022-02-04 02:37:02 main:574] : INFO : Epoch 1676 | loss: 0.0311168 | val_loss: 0.0311809 | Time: 2035.39 ms [2022-02-04 02:37:04 main:574] : INFO : Epoch 1677 | loss: 0.0311151 | val_loss: 0.0311802 | Time: 2015.48 ms [2022-02-04 02:37:07 main:574] : INFO : Epoch 1678 | loss: 0.0311204 | val_loss: 0.0311763 | Time: 2030.58 ms [2022-02-04 02:37:09 main:574] : INFO : Epoch 1679 | loss: 0.0311184 | val_loss: 0.0311894 | Time: 2034.22 ms [2022-02-04 02:37:11 main:574] : INFO : Epoch 1680 | loss: 0.0311158 | val_loss: 0.0311821 | Time: 2020.94 ms [2022-02-04 02:37:13 main:574] : INFO : Epoch 1681 | loss: 0.0311164 | val_loss: 0.0311788 | Time: 2028.43 ms [2022-02-04 02:37:15 main:574] : INFO : Epoch 1682 | loss: 0.0311165 | val_loss: 0.0311775 | Time: 2025.84 ms [2022-02-04 02:37:17 main:574] : INFO : Epoch 1683 | loss: 0.0311152 | val_loss: 0.0311822 | Time: 2034.84 ms [2022-02-04 02:37:19 main:574] : INFO : Epoch 1684 | loss: 0.0311135 | val_loss: 0.0311786 | Time: 2036.63 ms [2022-02-04 02:37:21 main:574] : INFO : Epoch 1685 | loss: 0.0311119 | val_loss: 0.0311855 | Time: 2038.98 ms [2022-02-04 02:37:23 main:574] : INFO : Epoch 1686 | loss: 0.0311133 | val_loss: 0.0311815 | Time: 2045.7 ms [2022-02-04 02:37:25 main:574] : INFO : Epoch 1687 | loss: 0.0311153 | val_loss: 0.0311813 | Time: 2023.25 ms [2022-02-04 02:37:27 main:574] : INFO : Epoch 1688 | loss: 0.0311175 | val_loss: 0.0311849 | Time: 2039.83 ms [2022-02-04 02:37:29 main:574] : INFO : Epoch 1689 | loss: 0.0311159 | val_loss: 0.0311852 | Time: 2028.82 ms [2022-02-04 02:37:31 main:574] : INFO : Epoch 1690 | loss: 0.0311134 | val_loss: 0.0311775 | Time: 2040.94 ms [2022-02-04 02:37:33 main:574] : INFO : Epoch 1691 | loss: 0.0311217 | val_loss: 0.0311797 | Time: 2034.37 ms [2022-02-04 02:37:35 main:574] : INFO : Epoch 1692 | loss: 0.0311224 | val_loss: 0.0311702 | Time: 2047.83 ms [2022-02-04 02:37:37 main:574] : INFO : Epoch 1693 | loss: 0.0311221 | val_loss: 0.031181 | Time: 2017.15 ms [2022-02-04 02:37:39 main:574] : INFO : Epoch 1694 | loss: 0.0311231 | val_loss: 0.0311744 | Time: 2025.67 ms [2022-02-04 02:37:41 main:574] : INFO : Epoch 1695 | loss: 0.0311188 | val_loss: 0.0311736 | Time: 2040.06 ms [2022-02-04 02:37:43 main:574] : INFO : Epoch 1696 | loss: 0.0311214 | val_loss: 0.0311724 | Time: 2018.5 ms [2022-02-04 02:37:46 main:574] : INFO : Epoch 1697 | loss: 0.0311191 | val_loss: 0.0311786 | Time: 2025.32 ms [2022-02-04 02:37:48 main:574] : INFO : Epoch 1698 | loss: 0.0311235 | val_loss: 0.0311733 | Time: 2054.46 ms [2022-02-04 02:37:50 main:574] : INFO : Epoch 1699 | loss: 0.031126 | val_loss: 0.0311779 | Time: 2034.12 ms [2022-02-04 02:37:52 main:574] : INFO : Epoch 1700 | loss: 0.031126 | val_loss: 0.0311798 | Time: 2023.38 ms [2022-02-04 02:37:54 main:574] : INFO : Epoch 1701 | loss: 0.0311242 | val_loss: 0.0311773 | Time: 2031.17 ms [2022-02-04 02:37:56 main:574] : INFO : Epoch 1702 | loss: 0.0311212 | val_loss: 0.0311779 | Time: 2038.19 ms [2022-02-04 02:37:58 main:574] : INFO : Epoch 1703 | loss: 0.031122 | val_loss: 0.0311732 | Time: 2033.99 ms [2022-02-04 02:38:00 main:574] : INFO : Epoch 1704 | loss: 0.0311225 | val_loss: 0.031181 | Time: 2035.3 ms [2022-02-04 02:38:02 main:574] : INFO : Epoch 1705 | loss: 0.0311213 | val_loss: 0.03117 | Time: 2037.33 ms [2022-02-04 02:38:04 main:574] : INFO : Epoch 1706 | loss: 0.0311251 | val_loss: 0.0311822 | Time: 2030.19 ms [2022-02-04 02:38:06 main:574] : INFO : Epoch 1707 | loss: 0.0311245 | val_loss: 0.0311751 | Time: 2041.27 ms [2022-02-04 02:38:08 main:574] : INFO : Epoch 1708 | loss: 0.0311223 | val_loss: 0.0311784 | Time: 2020.12 ms [2022-02-04 02:38:10 main:574] : INFO : Epoch 1709 | loss: 0.0311248 | val_loss: 0.0311721 | Time: 2030.04 ms [2022-02-04 02:38:12 main:574] : INFO : Epoch 1710 | loss: 0.0311251 | val_loss: 0.0311758 | Time: 2019.57 ms [2022-02-04 02:38:14 main:574] : INFO : Epoch 1711 | loss: 0.0311232 | val_loss: 0.0311774 | Time: 2022.4 ms [2022-02-04 02:38:16 main:574] : INFO : Epoch 1712 | loss: 0.0311219 | val_loss: 0.0311765 | Time: 2025.25 ms [2022-02-04 02:38:18 main:574] : INFO : Epoch 1713 | loss: 0.0311203 | val_loss: 0.0311776 | Time: 2029.24 ms [2022-02-04 02:38:20 main:574] : INFO : Epoch 1714 | loss: 0.0311207 | val_loss: 0.0311775 | Time: 2016.24 ms [2022-02-04 02:38:22 main:574] : INFO : Epoch 1715 | loss: 0.0311235 | val_loss: 0.0311779 | Time: 2032.53 ms [2022-02-04 02:38:24 main:574] : INFO : Epoch 1716 | loss: 0.0311203 | val_loss: 0.0311748 | Time: 2032.83 ms [2022-02-04 02:38:27 main:574] : INFO : Epoch 1717 | loss: 0.0311206 | val_loss: 0.0311774 | Time: 2027.62 ms [2022-02-04 02:38:29 main:574] : INFO : Epoch 1718 | loss: 0.0311222 | val_loss: 0.0311757 | Time: 2037.18 ms [2022-02-04 02:38:31 main:574] : INFO : Epoch 1719 | loss: 0.0311224 | val_loss: 0.0311903 | Time: 2031.5 ms [2022-02-04 02:38:33 main:574] : INFO : Epoch 1720 | loss: 0.0311258 | val_loss: 0.031173 | Time: 2020.94 ms [2022-02-04 02:38:35 main:574] : INFO : Epoch 1721 | loss: 0.0311287 | val_loss: 0.0311687 | Time: 2027.01 ms [2022-02-04 02:38:37 main:574] : INFO : Epoch 1722 | loss: 0.0311371 | val_loss: 0.0311717 | Time: 2028.84 ms [2022-02-04 02:38:39 main:574] : INFO : Epoch 1723 | loss: 0.0311319 | val_loss: 0.0311787 | Time: 2030.17 ms [2022-02-04 02:38:41 main:574] : INFO : Epoch 1724 | loss: 0.0311336 | val_loss: 0.0311754 | Time: 2034.54 ms [2022-02-04 02:38:43 main:574] : INFO : Epoch 1725 | loss: 0.0311355 | val_loss: 0.0311761 | Time: 2036.57 ms [2022-02-04 02:38:45 main:574] : INFO : Epoch 1726 | loss: 0.0311506 | val_loss: 0.031181 | Time: 2029.52 ms [2022-02-04 02:38:47 main:574] : INFO : Epoch 1727 | loss: 0.031149 | val_loss: 0.0311725 | Time: 2032.12 ms [2022-02-04 02:38:49 main:574] : INFO : Epoch 1728 | loss: 0.031145 | val_loss: 0.0311747 | Time: 2039.96 ms [2022-02-04 02:38:51 main:574] : INFO : Epoch 1729 | loss: 0.0311417 | val_loss: 0.0311715 | Time: 2042.77 ms [2022-02-04 02:38:53 main:574] : INFO : Epoch 1730 | loss: 0.0311382 | val_loss: 0.0311694 | Time: 2020.06 ms [2022-02-04 02:38:55 main:574] : INFO : Epoch 1731 | loss: 0.0311375 | val_loss: 0.0311724 | Time: 2030.19 ms [2022-02-04 02:38:57 main:574] : INFO : Epoch 1732 | loss: 0.0311369 | val_loss: 0.031173 | Time: 2034.88 ms [2022-02-04 02:38:59 main:574] : INFO : Epoch 1733 | loss: 0.0311373 | val_loss: 0.0311741 | Time: 2072.02 ms [2022-02-04 02:39:01 main:574] : INFO : Epoch 1734 | loss: 0.0311336 | val_loss: 0.0311722 | Time: 2044.64 ms [2022-02-04 02:39:03 main:574] : INFO : Epoch 1735 | loss: 0.0311336 | val_loss: 0.0311739 | Time: 2055.24 ms [2022-02-04 02:39:05 main:574] : INFO : Epoch 1736 | loss: 0.0311343 | val_loss: 0.0311733 | Time: 2024.25 ms [2022-02-04 02:39:08 main:574] : INFO : Epoch 1737 | loss: 0.0311333 | val_loss: 0.0311781 | Time: 2045.55 ms [2022-02-04 02:39:10 main:574] : INFO : Epoch 1738 | loss: 0.0311296 | val_loss: 0.0311766 | Time: 2038.98 ms [2022-02-04 02:39:12 main:574] : INFO : Epoch 1739 | loss: 0.0311317 | val_loss: 0.0311759 | Time: 2049.33 ms [2022-02-04 02:39:14 main:574] : INFO : Epoch 1740 | loss: 0.0311334 | val_loss: 0.0311719 | Time: 2028.51 ms [2022-02-04 02:39:16 main:574] : INFO : Epoch 1741 | loss: 0.03113 | val_loss: 0.0311715 | Time: 2044.61 ms [2022-02-04 02:39:18 main:574] : INFO : Epoch 1742 | loss: 0.0311294 | val_loss: 0.0311707 | Time: 2060.03 ms [2022-02-04 02:39:20 main:574] : INFO : Epoch 1743 | loss: 0.0311286 | val_loss: 0.0311733 | Time: 2109.32 ms [2022-02-04 02:39:22 main:574] : INFO : Epoch 1744 | loss: 0.0311277 | val_loss: 0.031176 | Time: 2037.23 ms [2022-02-04 02:39:24 main:574] : INFO : Epoch 1745 | loss: 0.0311268 | val_loss: 0.0311717 | Time: 2048.58 ms [2022-02-04 02:39:26 main:574] : INFO : Epoch 1746 | loss: 0.0311255 | val_loss: 0.0311739 | Time: 2035.83 ms [2022-02-04 02:39:28 main:574] : INFO : Epoch 1747 | loss: 0.0311242 | val_loss: 0.0311763 | Time: 2033.01 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2060) [2022-02-04 03:23:14 main:435] : INFO : Set logging level to 1 [2022-02-04 03:23:14 main:441] : INFO : Running in BOINC Client mode [2022-02-04 03:23:14 main:444] : INFO : Resolving all filenames [2022-02-04 03:23:14 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-04 03:23:14 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-04 03:23:14 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-04 03:23:14 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-04 03:23:14 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-04 03:23:14 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-04 03:23:14 main:474] : INFO : Configuration: [2022-02-04 03:23:14 main:475] : INFO : Model type: GRU [2022-02-04 03:23:14 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-04 03:23:14 main:477] : INFO : Max Epochs: 2048 [2022-02-04 03:23:14 main:478] : INFO : Batch Size: 128 [2022-02-04 03:23:14 main:479] : INFO : Learning Rate: 0.01 [2022-02-04 03:23:14 main:480] : INFO : Patience: 10 [2022-02-04 03:23:14 main:481] : INFO : Hidden Width: 12 [2022-02-04 03:23:14 main:482] : INFO : # Recurrent Layers: 4 [2022-02-04 03:23:14 main:483] : INFO : # Backend Layers: 4 [2022-02-04 03:23:14 main:484] : INFO : # Threads: 1 [2022-02-04 03:23:14 main:486] : INFO : Preparing Dataset [2022-02-04 03:23:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-04 03:23:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-04 03:23:17 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-04 03:23:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-04 03:23:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-04 03:23:17 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-04 03:23:17 main:494] : INFO : Creating Model [2022-02-04 03:23:18 main:507] : INFO : Preparing config file [2022-02-04 03:23:18 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-04 03:23:18 main:512] : INFO : Loading config [2022-02-04 03:23:18 main:514] : INFO : Loading state [2022-02-04 03:23:19 main:559] : INFO : Loading DataLoader into Memory [2022-02-04 03:23:19 main:562] : INFO : Starting Training [2022-02-04 03:23:22 main:574] : INFO : Epoch 1748 | loss: 0.0311532 | val_loss: 0.0311738 | Time: 2516.2 ms [2022-02-04 03:23:24 main:574] : INFO : Epoch 1749 | loss: 0.0311279 | val_loss: 0.0311789 | Time: 2044.82 ms [2022-02-04 03:23:26 main:574] : INFO : Epoch 1750 | loss: 0.0311267 | val_loss: 0.0311753 | Time: 2045.78 ms [2022-02-04 03:23:28 main:574] : INFO : Epoch 1751 | loss: 0.031126 | val_loss: 0.0311732 | Time: 2054.54 ms [2022-02-04 03:23:30 main:574] : INFO : Epoch 1752 | loss: 0.0311238 | val_loss: 0.0311731 | Time: 2056.34 ms [2022-02-04 03:23:32 main:574] : INFO : Epoch 1753 | loss: 0.0311232 | val_loss: 0.0311792 | Time: 2045.68 ms [2022-02-04 03:23:34 main:574] : INFO : Epoch 1754 | loss: 0.0311207 | val_loss: 0.0311823 | Time: 2053.46 ms [2022-02-04 03:23:36 main:574] : INFO : Epoch 1755 | loss: 0.0311204 | val_loss: 0.0311822 | Time: 2034.29 ms [2022-02-04 03:23:39 main:574] : INFO : Epoch 1756 | loss: 0.0311212 | val_loss: 0.0311787 | Time: 2060.78 ms [2022-02-04 03:23:41 main:574] : INFO : Epoch 1757 | loss: 0.0311227 | val_loss: 0.0311729 | Time: 2040.11 ms [2022-02-04 03:23:43 main:574] : INFO : Epoch 1758 | loss: 0.0311213 | val_loss: 0.0311767 | Time: 2061.73 ms [2022-02-04 03:23:45 main:574] : INFO : Epoch 1759 | loss: 0.0311192 | val_loss: 0.0311764 | Time: 2036.15 ms [2022-02-04 03:23:47 main:574] : INFO : Epoch 1760 | loss: 0.0311194 | val_loss: 0.0311864 | Time: 2042.32 ms [2022-02-04 03:23:49 main:574] : INFO : Epoch 1761 | loss: 0.031118 | val_loss: 0.0311788 | Time: 2040.16 ms [2022-02-04 03:23:51 main:574] : INFO : Epoch 1762 | loss: 0.0311199 | val_loss: 0.0311795 | Time: 2030.41 ms [2022-02-04 03:23:53 main:574] : INFO : Epoch 1763 | loss: 0.0311204 | val_loss: 0.0311764 | Time: 2048.32 ms [2022-02-04 03:23:55 main:574] : INFO : Epoch 1764 | loss: 0.0311184 | val_loss: 0.0311768 | Time: 2046.03 ms [2022-02-04 03:23:57 main:574] : INFO : Epoch 1765 | loss: 0.0311182 | val_loss: 0.0311762 | Time: 2067.75 ms [2022-02-04 03:23:59 main:574] : INFO : Epoch 1766 | loss: 0.0311195 | val_loss: 0.031182 | Time: 2035.35 ms [2022-02-04 03:24:01 main:574] : INFO : Epoch 1767 | loss: 0.0311225 | val_loss: 0.0311781 | Time: 2042.46 ms [2022-02-04 03:24:03 main:574] : INFO : Epoch 1768 | loss: 0.0311198 | val_loss: 0.0311781 | Time: 2034.72 ms [2022-02-04 03:24:05 main:574] : INFO : Epoch 1769 | loss: 0.0311173 | val_loss: 0.0311769 | Time: 2056.7 ms [2022-02-04 03:24:07 main:574] : INFO : Epoch 1770 | loss: 0.0311176 | val_loss: 0.0311756 | Time: 2061.75 ms [2022-02-04 03:24:10 main:574] : INFO : Epoch 1771 | loss: 0.0311177 | val_loss: 0.0311764 | Time: 2051.55 ms [2022-02-04 03:24:12 main:574] : INFO : Epoch 1772 | loss: 0.0311178 | val_loss: 0.0311799 | Time: 2046.14 ms [2022-02-04 03:24:14 main:574] : INFO : Epoch 1773 | loss: 0.0311216 | val_loss: 0.0311785 | Time: 2057.74 ms [2022-02-04 03:24:16 main:574] : INFO : Epoch 1774 | loss: 0.0311238 | val_loss: 0.031176 | Time: 2045.31 ms [2022-02-04 03:24:18 main:574] : INFO : Epoch 1775 | loss: 0.0311219 | val_loss: 0.0311759 | Time: 2060.37 ms [2022-02-04 03:24:20 main:574] : INFO : Epoch 1776 | loss: 0.0311212 | val_loss: 0.0311819 | Time: 2052.09 ms [2022-02-04 03:24:22 main:574] : INFO : Epoch 1777 | loss: 0.0311239 | val_loss: 0.0311803 | Time: 2061.74 ms [2022-02-04 03:24:24 main:574] : INFO : Epoch 1778 | loss: 0.0311229 | val_loss: 0.0311741 | Time: 2050.42 ms [2022-02-04 03:24:26 main:574] : INFO : Epoch 1779 | loss: 0.0311208 | val_loss: 0.0311813 | Time: 2037.52 ms [2022-02-04 03:24:28 main:574] : INFO : Epoch 1780 | loss: 0.0311196 | val_loss: 0.0311756 | Time: 2040.01 ms [2022-02-04 03:24:30 main:574] : INFO : Epoch 1781 | loss: 0.0311193 | val_loss: 0.0311849 | Time: 2038.61 ms [2022-02-04 03:24:32 main:574] : INFO : Epoch 1782 | loss: 0.0311179 | val_loss: 0.0311822 | Time: 2034.86 ms [2022-02-04 03:24:34 main:574] : INFO : Epoch 1783 | loss: 0.0311185 | val_loss: 0.031181 | Time: 2044.88 ms [2022-02-04 03:24:36 main:574] : INFO : Epoch 1784 | loss: 0.0311182 | val_loss: 0.0311825 | Time: 2061.83 ms [2022-02-04 03:24:38 main:574] : INFO : Epoch 1785 | loss: 0.0311182 | val_loss: 0.0311813 | Time: 2045.96 ms [2022-02-04 03:24:41 main:574] : INFO : Epoch 1786 | loss: 0.0311209 | val_loss: 0.031179 | Time: 2032.72 ms [2022-02-04 03:24:43 main:574] : INFO : Epoch 1787 | loss: 0.0311264 | val_loss: 0.0311758 | Time: 2049.63 ms [2022-02-04 03:24:45 main:574] : INFO : Epoch 1788 | loss: 0.0311286 | val_loss: 0.0311694 | Time: 2052.49 ms [2022-02-04 03:24:47 main:574] : INFO : Epoch 1789 | loss: 0.0311251 | val_loss: 0.0311738 | Time: 2041.89 ms [2022-02-04 03:24:49 main:574] : INFO : Epoch 1790 | loss: 0.0311227 | val_loss: 0.0311719 | Time: 2046.59 ms [2022-02-04 03:24:51 main:574] : INFO : Epoch 1791 | loss: 0.0311238 | val_loss: 0.0311742 | Time: 2030.49 ms [2022-02-04 03:24:53 main:574] : INFO : Epoch 1792 | loss: 0.0311233 | val_loss: 0.0311762 | Time: 2040.48 ms [2022-02-04 03:24:55 main:574] : INFO : Epoch 1793 | loss: 0.0311235 | val_loss: 0.0311705 | Time: 2034.94 ms [2022-02-04 03:24:57 main:574] : INFO : Epoch 1794 | loss: 0.0311212 | val_loss: 0.0311804 | Time: 2043.42 ms [2022-02-04 03:24:59 main:574] : INFO : Epoch 1795 | loss: 0.0311208 | val_loss: 0.0311778 | Time: 2043.13 ms [2022-02-04 03:25:01 main:574] : INFO : Epoch 1796 | loss: 0.0311255 | val_loss: 0.0311743 | Time: 2046.6 ms [2022-02-04 03:25:03 main:574] : INFO : Epoch 1797 | loss: 0.031125 | val_loss: 0.0311766 | Time: 2040.45 ms [2022-02-04 03:25:05 main:574] : INFO : Epoch 1798 | loss: 0.0311233 | val_loss: 0.0311826 | Time: 2039 ms [2022-02-04 03:25:07 main:574] : INFO : Epoch 1799 | loss: 0.0311235 | val_loss: 0.0311751 | Time: 2025.78 ms [2022-02-04 03:25:09 main:574] : INFO : Epoch 1800 | loss: 0.0311218 | val_loss: 0.0311821 | Time: 2035.47 ms [2022-02-04 03:25:11 main:574] : INFO : Epoch 1801 | loss: 0.0311214 | val_loss: 0.0311758 | Time: 2052.01 ms [2022-02-04 03:25:13 main:574] : INFO : Epoch 1802 | loss: 0.0311212 | val_loss: 0.0311842 | Time: 2098.97 ms [2022-02-04 03:25:16 main:574] : INFO : Epoch 1803 | loss: 0.031121 | val_loss: 0.031168 | Time: 2028.76 ms [2022-02-04 03:25:18 main:574] : INFO : Epoch 1804 | loss: 0.0311213 | val_loss: 0.0311792 | Time: 2046.37 ms [2022-02-04 03:25:20 main:574] : INFO : Epoch 1805 | loss: 0.0311207 | val_loss: 0.0311733 | Time: 2044.97 ms [2022-02-04 03:25:22 main:574] : INFO : Epoch 1806 | loss: 0.0311195 | val_loss: 0.0311703 | Time: 2056.36 ms [2022-02-04 03:25:24 main:574] : INFO : Epoch 1807 | loss: 0.0311205 | val_loss: 0.0311785 | Time: 2039.17 ms [2022-02-04 03:25:26 main:574] : INFO : Epoch 1808 | loss: 0.0311248 | val_loss: 0.0311706 | Time: 2036.13 ms [2022-02-04 03:25:28 main:574] : INFO : Epoch 1809 | loss: 0.0311279 | val_loss: 0.0311732 | Time: 2034.1 ms [2022-02-04 03:25:30 main:574] : INFO : Epoch 1810 | loss: 0.0311245 | val_loss: 0.0311736 | Time: 2042.92 ms [2022-02-04 03:25:32 main:574] : INFO : Epoch 1811 | loss: 0.0311206 | val_loss: 0.0311761 | Time: 2044.62 ms [2022-02-04 03:25:34 main:574] : INFO : Epoch 1812 | loss: 0.0311164 | val_loss: 0.0311723 | Time: 2030.89 ms [2022-02-04 03:25:36 main:574] : INFO : Epoch 1813 | loss: 0.0311154 | val_loss: 0.0311742 | Time: 2036.22 ms [2022-02-04 03:25:38 main:574] : INFO : Epoch 1814 | loss: 0.0311151 | val_loss: 0.0311783 | Time: 2049.6 ms [2022-02-04 03:25:40 main:574] : INFO : Epoch 1815 | loss: 0.031116 | val_loss: 0.0311726 | Time: 2056.68 ms [2022-02-04 03:25:42 main:574] : INFO : Epoch 1816 | loss: 0.0311184 | val_loss: 0.0311708 | Time: 2049.11 ms [2022-02-04 03:25:44 main:574] : INFO : Epoch 1817 | loss: 0.0311165 | val_loss: 0.031178 | Time: 2051.95 ms [2022-02-04 03:25:47 main:574] : INFO : Epoch 1818 | loss: 0.031123 | val_loss: 0.0311804 | Time: 2040.29 ms [2022-02-04 03:25:49 main:574] : INFO : Epoch 1819 | loss: 0.0311269 | val_loss: 0.0311765 | Time: 2046.69 ms [2022-02-04 03:25:51 main:574] : INFO : Epoch 1820 | loss: 0.0311263 | val_loss: 0.0311724 | Time: 2058.29 ms [2022-02-04 03:25:53 main:574] : INFO : Epoch 1821 | loss: 0.0311232 | val_loss: 0.0311748 | Time: 2041.81 ms [2022-02-04 03:25:55 main:574] : INFO : Epoch 1822 | loss: 0.0311218 | val_loss: 0.031168 | Time: 2036.8 ms [2022-02-04 03:25:57 main:574] : INFO : Epoch 1823 | loss: 0.031124 | val_loss: 0.0311798 | Time: 2032.67 ms [2022-02-04 03:25:59 main:574] : INFO : Epoch 1824 | loss: 0.031123 | val_loss: 0.0311749 | Time: 2033.23 ms [2022-02-04 03:26:01 main:574] : INFO : Epoch 1825 | loss: 0.031122 | val_loss: 0.0311812 | Time: 2029.8 ms [2022-02-04 03:26:03 main:574] : INFO : Epoch 1826 | loss: 0.0311197 | val_loss: 0.0311756 | Time: 2043.08 ms [2022-02-04 03:26:05 main:574] : INFO : Epoch 1827 | loss: 0.0311181 | val_loss: 0.0311763 | Time: 2031.25 ms [2022-02-04 03:26:07 main:574] : INFO : Epoch 1828 | loss: 0.031117 | val_loss: 0.0311816 | Time: 2026 ms [2022-02-04 03:26:09 main:574] : INFO : Epoch 1829 | loss: 0.0311229 | val_loss: 0.0311773 | Time: 2043.46 ms [2022-02-04 03:26:11 main:574] : INFO : Epoch 1830 | loss: 0.0311201 | val_loss: 0.0312082 | Time: 2034.27 ms [2022-02-04 03:26:13 main:574] : INFO : Epoch 1831 | loss: 0.0311173 | val_loss: 0.0311761 | Time: 2035.99 ms [2022-02-04 03:26:15 main:574] : INFO : Epoch 1832 | loss: 0.031121 | val_loss: 0.0311804 | Time: 2053.61 ms [2022-02-04 03:26:17 main:574] : INFO : Epoch 1833 | loss: 0.0311199 | val_loss: 0.0311724 | Time: 2061.55 ms [2022-02-04 03:26:19 main:574] : INFO : Epoch 1834 | loss: 0.031118 | val_loss: 0.0311757 | Time: 2038.43 ms [2022-02-04 03:26:22 main:574] : INFO : Epoch 1835 | loss: 0.0311196 | val_loss: 0.0312186 | Time: 2050.39 ms [2022-02-04 03:26:24 main:574] : INFO : Epoch 1836 | loss: 0.0311188 | val_loss: 0.0312273 | Time: 2049.25 ms [2022-02-04 03:26:26 main:574] : INFO : Epoch 1837 | loss: 0.0311159 | val_loss: 0.0311726 | Time: 2049.55 ms [2022-02-04 03:26:28 main:574] : INFO : Epoch 1838 | loss: 0.0311166 | val_loss: 0.0311741 | Time: 2043.6 ms [2022-02-04 03:26:30 main:574] : INFO : Epoch 1839 | loss: 0.0311175 | val_loss: 0.0311715 | Time: 2046.01 ms [2022-02-04 03:26:32 main:574] : INFO : Epoch 1840 | loss: 0.0311179 | val_loss: 0.0311723 | Time: 2052.59 ms [2022-02-04 03:26:34 main:574] : INFO : Epoch 1841 | loss: 0.0311158 | val_loss: 0.0311783 | Time: 2045.6 ms [2022-02-04 03:26:36 main:574] : INFO : Epoch 1842 | loss: 0.0311156 | val_loss: 0.0311728 | Time: 2042.54 ms [2022-02-04 03:26:38 main:574] : INFO : Epoch 1843 | loss: 0.0311169 | val_loss: 0.0311704 | Time: 2036.45 ms [2022-02-04 03:26:40 main:574] : INFO : Epoch 1844 | loss: 0.031116 | val_loss: 0.0311776 | Time: 2046.05 ms [2022-02-04 03:26:42 main:574] : INFO : Epoch 1845 | loss: 0.0311163 | val_loss: 0.0311913 | Time: 2030.18 ms [2022-02-04 03:26:44 main:574] : INFO : Epoch 1846 | loss: 0.0311157 | val_loss: 0.0311935 | Time: 2058.11 ms [2022-02-04 03:26:46 main:574] : INFO : Epoch 1847 | loss: 0.0311156 | val_loss: 0.0311822 | Time: 2036.13 ms [2022-02-04 03:26:48 main:574] : INFO : Epoch 1848 | loss: 0.0311149 | val_loss: 0.031196 | Time: 2041.98 ms [2022-02-04 03:26:50 main:574] : INFO : Epoch 1849 | loss: 0.0311164 | val_loss: 0.0311872 | Time: 2034.15 ms [2022-02-04 03:26:52 main:574] : INFO : Epoch 1850 | loss: 0.0311166 | val_loss: 0.0311756 | Time: 2037.94 ms [2022-02-04 03:26:55 main:574] : INFO : Epoch 1851 | loss: 0.0311395 | val_loss: 0.0311743 | Time: 2059.95 ms [2022-02-04 03:26:57 main:574] : INFO : Epoch 1852 | loss: 0.0311452 | val_loss: 0.0312042 | Time: 2045.48 ms [2022-02-04 03:26:59 main:574] : INFO : Epoch 1853 | loss: 0.0311446 | val_loss: 0.0312061 | Time: 2033.54 ms [2022-02-04 03:27:01 main:574] : INFO : Epoch 1854 | loss: 0.0311418 | val_loss: 0.0312142 | Time: 2042 ms [2022-02-04 03:27:03 main:574] : INFO : Epoch 1855 | loss: 0.0311385 | val_loss: 0.0312234 | Time: 2042.49 ms [2022-02-04 03:27:05 main:574] : INFO : Epoch 1856 | loss: 0.0311386 | val_loss: 0.0312039 | Time: 2077.2 ms [2022-02-04 03:27:07 main:574] : INFO : Epoch 1857 | loss: 0.031137 | val_loss: 0.0312069 | Time: 2044 ms [2022-02-04 03:27:09 main:574] : INFO : Epoch 1858 | loss: 0.0311345 | val_loss: 0.0312068 | Time: 2034.98 ms [2022-02-04 03:27:11 main:574] : INFO : Epoch 1859 | loss: 0.0311333 | val_loss: 0.0312103 | Time: 2070.76 ms [2022-02-04 03:27:13 main:574] : INFO : Epoch 1860 | loss: 0.0311349 | val_loss: 0.0311748 | Time: 2045.98 ms [2022-02-04 03:27:15 main:574] : INFO : Epoch 1861 | loss: 0.031132 | val_loss: 0.0312181 | Time: 2039.62 ms [2022-02-04 03:27:17 main:574] : INFO : Epoch 1862 | loss: 0.0311305 | val_loss: 0.0312093 | Time: 2032.35 ms [2022-02-04 03:27:19 main:574] : INFO : Epoch 1863 | loss: 0.0311302 | val_loss: 0.0311975 | Time: 2052.85 ms [2022-02-04 03:27:21 main:574] : INFO : Epoch 1864 | loss: 0.0311302 | val_loss: 0.0311761 | Time: 2038.96 ms [2022-02-04 03:27:23 main:574] : INFO : Epoch 1865 | loss: 0.0311323 | val_loss: 0.0311723 | Time: 2058.9 ms [2022-02-04 03:27:26 main:574] : INFO : Epoch 1866 | loss: 0.031137 | val_loss: 0.0311679 | Time: 2041.34 ms [2022-02-04 03:27:28 main:574] : INFO : Epoch 1867 | loss: 0.0311331 | val_loss: 0.0311711 | Time: 2035.93 ms [2022-02-04 03:27:30 main:574] : INFO : Epoch 1868 | loss: 0.0311312 | val_loss: 0.0311704 | Time: 2041.12 ms [2022-02-04 03:27:32 main:574] : INFO : Epoch 1869 | loss: 0.0311364 | val_loss: 0.0311719 | Time: 2044.36 ms [2022-02-04 03:27:34 main:574] : INFO : Epoch 1870 | loss: 0.0311351 | val_loss: 0.0311761 | Time: 2031.08 ms [2022-02-04 03:27:36 main:574] : INFO : Epoch 1871 | loss: 0.0311327 | val_loss: 0.0311731 | Time: 2043.13 ms [2022-02-04 03:27:38 main:574] : INFO : Epoch 1872 | loss: 0.0311322 | val_loss: 0.0311723 | Time: 2042.45 ms [2022-02-04 03:27:40 main:574] : INFO : Epoch 1873 | loss: 0.0311297 | val_loss: 0.0311757 | Time: 2031.53 ms [2022-02-04 03:27:42 main:574] : INFO : Epoch 1874 | loss: 0.0311287 | val_loss: 0.0311734 | Time: 2042.4 ms [2022-02-04 03:27:44 main:574] : INFO : Epoch 1875 | loss: 0.0311274 | val_loss: 0.0311807 | Time: 2050.79 ms [2022-02-04 03:27:46 main:574] : INFO : Epoch 1876 | loss: 0.031126 | val_loss: 0.0311729 | Time: 2044.22 ms [2022-02-04 03:27:48 main:574] : INFO : Epoch 1877 | loss: 0.0311258 | val_loss: 0.0311772 | Time: 2038.96 ms [2022-02-04 03:27:50 main:574] : INFO : Epoch 1878 | loss: 0.0311252 | val_loss: 0.0311748 | Time: 2037.71 ms [2022-02-04 03:27:52 main:574] : INFO : Epoch 1879 | loss: 0.0311254 | val_loss: 0.0311735 | Time: 2058.03 ms [2022-02-04 03:27:54 main:574] : INFO : Epoch 1880 | loss: 0.0311257 | val_loss: 0.0311824 | Time: 2037.88 ms [2022-02-04 03:27:56 main:574] : INFO : Epoch 1881 | loss: 0.0311237 | val_loss: 0.0311779 | Time: 2040.14 ms [2022-02-04 03:27:58 main:574] : INFO : Epoch 1882 | loss: 0.0311222 | val_loss: 0.0311778 | Time: 2036.74 ms [2022-02-04 03:28:00 main:574] : INFO : Epoch 1883 | loss: 0.0311286 | val_loss: 0.0311722 | Time: 2038.09 ms [2022-02-04 03:28:03 main:574] : INFO : Epoch 1884 | loss: 0.0311292 | val_loss: 0.0311709 | Time: 2052.28 ms [2022-02-04 03:28:05 main:574] : INFO : Epoch 1885 | loss: 0.031132 | val_loss: 0.03117 | Time: 2052.08 ms [2022-02-04 03:28:07 main:574] : INFO : Epoch 1886 | loss: 0.0311281 | val_loss: 0.0311738 | Time: 2035.13 ms [2022-02-04 03:28:09 main:574] : INFO : Epoch 1887 | loss: 0.0311282 | val_loss: 0.031179 | Time: 2044.41 ms [2022-02-04 03:28:11 main:574] : INFO : Epoch 1888 | loss: 0.0311308 | val_loss: 0.031185 | Time: 2039.8 ms [2022-02-04 03:28:13 main:574] : INFO : Epoch 1889 | loss: 0.0311302 | val_loss: 0.0311795 | Time: 2035.57 ms [2022-02-04 03:28:15 main:574] : INFO : Epoch 1890 | loss: 0.0311317 | val_loss: 0.0311966 | Time: 2039.92 ms [2022-02-04 03:28:17 main:574] : INFO : Epoch 1891 | loss: 0.0311381 | val_loss: 0.0311721 | Time: 2053.5 ms [2022-02-04 03:28:19 main:574] : INFO : Epoch 1892 | loss: 0.0311359 | val_loss: 0.0311764 | Time: 2047.97 ms [2022-02-04 03:28:21 main:574] : INFO : Epoch 1893 | loss: 0.0311343 | val_loss: 0.0311733 | Time: 2034.66 ms [2022-02-04 03:28:23 main:574] : INFO : Epoch 1894 | loss: 0.0311323 | val_loss: 0.0311866 | Time: 2036.3 ms [2022-02-04 03:28:25 main:574] : INFO : Epoch 1895 | loss: 0.0311325 | val_loss: 0.0311806 | Time: 2055.93 ms [2022-02-04 03:28:27 main:574] : INFO : Epoch 1896 | loss: 0.0311272 | val_loss: 0.0311749 | Time: 2034.84 ms [2022-02-04 03:28:29 main:574] : INFO : Epoch 1897 | loss: 0.0311253 | val_loss: 0.0311802 | Time: 2029.46 ms [2022-02-04 03:28:31 main:574] : INFO : Epoch 1898 | loss: 0.0311245 | val_loss: 0.0311777 | Time: 2057.36 ms [2022-02-04 03:28:33 main:574] : INFO : Epoch 1899 | loss: 0.0311238 | val_loss: 0.0311774 | Time: 2033.91 ms [2022-02-04 03:28:36 main:574] : INFO : Epoch 1900 | loss: 0.0311231 | val_loss: 0.0311781 | Time: 2044.45 ms [2022-02-04 03:28:38 main:574] : INFO : Epoch 1901 | loss: 0.0311234 | val_loss: 0.031176 | Time: 2039.51 ms [2022-02-04 03:28:40 main:574] : INFO : Epoch 1902 | loss: 0.0311224 | val_loss: 0.0311808 | Time: 2037.76 ms [2022-02-04 03:28:42 main:574] : INFO : Epoch 1903 | loss: 0.0311243 | val_loss: 0.0311827 | Time: 2035.81 ms [2022-02-04 03:28:44 main:574] : INFO : Epoch 1904 | loss: 0.0311219 | val_loss: 0.0311906 | Time: 2041.3 ms [2022-02-04 03:28:46 main:574] : INFO : Epoch 1905 | loss: 0.0311247 | val_loss: 0.0311799 | Time: 2052.5 ms [2022-02-04 03:28:48 main:574] : INFO : Epoch 1906 | loss: 0.0311236 | val_loss: 0.0311751 | Time: 2033.81 ms [2022-02-04 03:28:50 main:574] : INFO : Epoch 1907 | loss: 0.0311218 | val_loss: 0.0311718 | Time: 2057.84 ms [2022-02-04 03:28:52 main:574] : INFO : Epoch 1908 | loss: 0.0311228 | val_loss: 0.0311745 | Time: 2041.09 ms [2022-02-04 03:28:54 main:574] : INFO : Epoch 1909 | loss: 0.0311233 | val_loss: 0.0311723 | Time: 2040.7 ms [2022-02-04 03:28:56 main:574] : INFO : Epoch 1910 | loss: 0.031123 | val_loss: 0.0311787 | Time: 2042.51 ms [2022-02-04 03:28:58 main:574] : INFO : Epoch 1911 | loss: 0.0311225 | val_loss: 0.0311708 | Time: 2033.68 ms [2022-02-04 03:29:00 main:574] : INFO : Epoch 1912 | loss: 0.0311199 | val_loss: 0.0311753 | Time: 2039.81 ms [2022-02-04 03:29:02 main:574] : INFO : Epoch 1913 | loss: 0.0311205 | val_loss: 0.0311749 | Time: 2035.53 ms [2022-02-04 03:29:04 main:574] : INFO : Epoch 1914 | loss: 0.0311184 | val_loss: 0.0311804 | Time: 2043.53 ms [2022-02-04 03:29:06 main:574] : INFO : Epoch 1915 | loss: 0.031118 | val_loss: 0.0311765 | Time: 2060.08 ms [2022-02-04 03:29:08 main:574] : INFO : Epoch 1916 | loss: 0.0311188 | val_loss: 0.0311756 | Time: 2035.74 ms [2022-02-04 03:29:11 main:574] : INFO : Epoch 1917 | loss: 0.0311191 | val_loss: 0.0311815 | Time: 2054.42 ms [2022-02-04 03:29:13 main:574] : INFO : Epoch 1918 | loss: 0.0311198 | val_loss: 0.0311778 | Time: 2039.38 ms [2022-02-04 03:29:15 main:574] : INFO : Epoch 1919 | loss: 0.0311224 | val_loss: 0.0311817 | Time: 2032.28 ms [2022-02-04 03:29:17 main:574] : INFO : Epoch 1920 | loss: 0.0311193 | val_loss: 0.0311802 | Time: 2051.86 ms [2022-02-04 03:29:19 main:574] : INFO : Epoch 1921 | loss: 0.0311214 | val_loss: 0.0311844 | Time: 2055.61 ms [2022-02-04 03:29:21 main:574] : INFO : Epoch 1922 | loss: 0.0311205 | val_loss: 0.0311723 | Time: 2044.2 ms [2022-02-04 03:29:23 main:574] : INFO : Epoch 1923 | loss: 0.0311198 | val_loss: 0.0311735 | Time: 2057.98 ms [2022-02-04 03:29:25 main:574] : INFO : Epoch 1924 | loss: 0.0311174 | val_loss: 0.031181 | Time: 2047.57 ms [2022-02-04 03:29:27 main:574] : INFO : Epoch 1925 | loss: 0.0311184 | val_loss: 0.0311739 | Time: 2045.65 ms [2022-02-04 03:29:29 main:574] : INFO : Epoch 1926 | loss: 0.0311194 | val_loss: 0.0311733 | Time: 2060.61 ms [2022-02-04 03:29:31 main:574] : INFO : Epoch 1927 | loss: 0.0311206 | val_loss: 0.0311726 | Time: 2037.85 ms [2022-02-04 03:29:33 main:574] : INFO : Epoch 1928 | loss: 0.0311215 | val_loss: 0.0311765 | Time: 2044.85 ms [2022-02-04 03:29:35 main:574] : INFO : Epoch 1929 | loss: 0.0311224 | val_loss: 0.0311704 | Time: 2040.5 ms [2022-02-04 03:29:37 main:574] : INFO : Epoch 1930 | loss: 0.0311199 | val_loss: 0.031185 | Time: 2047.85 ms [2022-02-04 03:29:39 main:574] : INFO : Epoch 1931 | loss: 0.0311244 | val_loss: 0.0311728 | Time: 2034.38 ms [2022-02-04 03:29:42 main:574] : INFO : Epoch 1932 | loss: 0.0311225 | val_loss: 0.0311775 | Time: 2047.92 ms [2022-02-04 03:29:44 main:574] : INFO : Epoch 1933 | loss: 0.0311195 | val_loss: 0.0311788 | Time: 2039.06 ms [2022-02-04 03:29:46 main:574] : INFO : Epoch 1934 | loss: 0.0311205 | val_loss: 0.0311721 | Time: 2044.44 ms [2022-02-04 03:29:48 main:574] : INFO : Epoch 1935 | loss: 0.031124 | val_loss: 0.0311757 | Time: 2046.64 ms [2022-02-04 03:29:50 main:574] : INFO : Epoch 1936 | loss: 0.031123 | val_loss: 0.0311746 | Time: 2033.54 ms [2022-02-04 03:29:52 main:574] : INFO : Epoch 1937 | loss: 0.0311222 | val_loss: 0.0311733 | Time: 2042.41 ms [2022-02-04 03:29:54 main:574] : INFO : Epoch 1938 | loss: 0.0311228 | val_loss: 0.0311766 | Time: 2045.35 ms [2022-02-04 03:29:56 main:574] : INFO : Epoch 1939 | loss: 0.031122 | val_loss: 0.0311745 | Time: 2031.05 ms [2022-02-04 03:29:58 main:574] : INFO : Epoch 1940 | loss: 0.0311209 | val_loss: 0.031176 | Time: 2044.73 ms [2022-02-04 03:30:00 main:574] : INFO : Epoch 1941 | loss: 0.0311232 | val_loss: 0.0311781 | Time: 2046.3 ms [2022-02-04 03:30:02 main:574] : INFO : Epoch 1942 | loss: 0.0311213 | val_loss: 0.0311786 | Time: 2055.4 ms [2022-02-04 03:30:04 main:574] : INFO : Epoch 1943 | loss: 0.0311287 | val_loss: 0.0311749 | Time: 2044.47 ms [2022-02-04 03:30:06 main:574] : INFO : Epoch 1944 | loss: 0.0311313 | val_loss: 0.0311772 | Time: 2032.9 ms [2022-02-04 03:30:08 main:574] : INFO : Epoch 1945 | loss: 0.0311292 | val_loss: 0.0311731 | Time: 2054.39 ms [2022-02-04 03:30:10 main:574] : INFO : Epoch 1946 | loss: 0.0311291 | val_loss: 0.0311756 | Time: 2037.88 ms [2022-02-04 03:30:12 main:574] : INFO : Epoch 1947 | loss: 0.031126 | val_loss: 0.0311763 | Time: 2038.82 ms [2022-02-04 03:30:14 main:574] : INFO : Epoch 1948 | loss: 0.0311233 | val_loss: 0.0311745 | Time: 2039.88 ms [2022-02-04 03:30:17 main:574] : INFO : Epoch 1949 | loss: 0.0311215 | val_loss: 0.0311761 | Time: 2034.54 ms [2022-02-04 03:30:19 main:574] : INFO : Epoch 1950 | loss: 0.0311213 | val_loss: 0.0311755 | Time: 2033.06 ms [2022-02-04 03:30:21 main:574] : INFO : Epoch 1951 | loss: 0.0311208 | val_loss: 0.0311747 | Time: 2041.95 ms [2022-02-04 03:30:23 main:574] : INFO : Epoch 1952 | loss: 0.0311232 | val_loss: 0.0311833 | Time: 2046.53 ms [2022-02-04 03:30:25 main:574] : INFO : Epoch 1953 | loss: 0.0311275 | val_loss: 0.0311797 | Time: 2049.33 ms [2022-02-04 03:30:27 main:574] : INFO : Epoch 1954 | loss: 0.031122 | val_loss: 0.0311753 | Time: 2044.25 ms [2022-02-04 03:30:29 main:574] : INFO : Epoch 1955 | loss: 0.0311205 | val_loss: 0.0312121 | Time: 2038.45 ms [2022-02-04 03:30:31 main:574] : INFO : Epoch 1956 | loss: 0.0311275 | val_loss: 0.0311759 | Time: 2040.68 ms [2022-02-04 03:30:33 main:574] : INFO : Epoch 1957 | loss: 0.0311316 | val_loss: 0.0311743 | Time: 2046.74 ms [2022-02-04 03:30:35 main:574] : INFO : Epoch 1958 | loss: 0.0311292 | val_loss: 0.0311744 | Time: 2041 ms [2022-02-04 03:30:37 main:574] : INFO : Epoch 1959 | loss: 0.0311273 | val_loss: 0.0311764 | Time: 2057.49 ms [2022-02-04 03:30:39 main:574] : INFO : Epoch 1960 | loss: 0.0311261 | val_loss: 0.031176 | Time: 2034.54 ms [2022-02-04 03:30:41 main:574] : INFO : Epoch 1961 | loss: 0.0311247 | val_loss: 0.0311782 | Time: 2027.97 ms [2022-02-04 03:30:43 main:574] : INFO : Epoch 1962 | loss: 0.0311225 | val_loss: 0.0311763 | Time: 2030.51 ms [2022-02-04 03:30:45 main:574] : INFO : Epoch 1963 | loss: 0.0311203 | val_loss: 0.0311725 | Time: 2037.6 ms [2022-02-04 03:30:47 main:574] : INFO : Epoch 1964 | loss: 0.0311202 | val_loss: 0.03118 | Time: 2055.5 ms [2022-02-04 03:30:50 main:574] : INFO : Epoch 1965 | loss: 0.0311186 | val_loss: 0.0311802 | Time: 2035.23 ms [2022-02-04 03:30:52 main:574] : INFO : Epoch 1966 | loss: 0.031119 | val_loss: 0.0311709 | Time: 2043.76 ms [2022-02-04 03:30:54 main:574] : INFO : Epoch 1967 | loss: 0.0311181 | val_loss: 0.0311708 | Time: 2038.46 ms [2022-02-04 03:30:56 main:574] : INFO : Epoch 1968 | loss: 0.0311169 | val_loss: 0.0311806 | Time: 2052.25 ms [2022-02-04 03:30:58 main:574] : INFO : Epoch 1969 | loss: 0.0311187 | val_loss: 0.0311813 | Time: 2049.64 ms [2022-02-04 03:31:00 main:574] : INFO : Epoch 1970 | loss: 0.0311202 | val_loss: 0.0311805 | Time: 2040.17 ms [2022-02-04 03:31:02 main:574] : INFO : Epoch 1971 | loss: 0.0311201 | val_loss: 0.0311868 | Time: 2068.56 ms [2022-02-04 03:31:04 main:574] : INFO : Epoch 1972 | loss: 0.0312627 | val_loss: 0.0316746 | Time: 2043.32 ms [2022-02-04 03:31:06 main:574] : INFO : Epoch 1973 | loss: 0.0334265 | val_loss: 0.0320357 | Time: 2041.47 ms [2022-02-04 03:31:08 main:574] : INFO : Epoch 1974 | loss: 0.0318383 | val_loss: 0.0313046 | Time: 2028.03 ms [2022-02-04 03:31:10 main:574] : INFO : Epoch 1975 | loss: 0.0312595 | val_loss: 0.031191 | Time: 2055.68 ms [2022-02-04 03:31:12 main:574] : INFO : Epoch 1976 | loss: 0.0311697 | val_loss: 0.0311773 | Time: 2045.84 ms [2022-02-04 03:31:14 main:574] : INFO : Epoch 1977 | loss: 0.0311572 | val_loss: 0.0311775 | Time: 2029.92 ms [2022-02-04 03:31:16 main:574] : INFO : Epoch 1978 | loss: 0.0311518 | val_loss: 0.0311724 | Time: 2030.88 ms [2022-02-04 03:31:18 main:574] : INFO : Epoch 1979 | loss: 0.031146 | val_loss: 0.0311737 | Time: 2033.52 ms [2022-02-04 03:31:20 main:574] : INFO : Epoch 1980 | loss: 0.0311432 | val_loss: 0.0311709 | Time: 2039.2 ms [2022-02-04 03:31:22 main:574] : INFO : Epoch 1981 | loss: 0.031141 | val_loss: 0.031173 | Time: 2036.91 ms [2022-02-04 03:31:25 main:574] : INFO : Epoch 1982 | loss: 0.0311377 | val_loss: 0.0311734 | Time: 2049.31 ms [2022-02-04 03:31:27 main:574] : INFO : Epoch 1983 | loss: 0.0311365 | val_loss: 0.0311725 | Time: 2048.52 ms [2022-02-04 03:31:29 main:574] : INFO : Epoch 1984 | loss: 0.0311358 | val_loss: 0.0311759 | Time: 2046.1 ms [2022-02-04 03:31:31 main:574] : INFO : Epoch 1985 | loss: 0.0311366 | val_loss: 0.0311711 | Time: 2044.55 ms [2022-02-04 03:31:33 main:574] : INFO : Epoch 1986 | loss: 0.0311396 | val_loss: 0.031174 | Time: 2037.71 ms [2022-02-04 03:31:35 main:574] : INFO : Epoch 1987 | loss: 0.0311386 | val_loss: 0.031174 | Time: 2044.72 ms [2022-02-04 03:31:37 main:574] : INFO : Epoch 1988 | loss: 0.0311394 | val_loss: 0.031172 | Time: 2041 ms [2022-02-04 03:31:39 main:574] : INFO : Epoch 1989 | loss: 0.0311387 | val_loss: 0.0311722 | Time: 2064.57 ms [2022-02-04 03:31:41 main:574] : INFO : Epoch 1990 | loss: 0.0311371 | val_loss: 0.0311729 | Time: 2060.63 ms [2022-02-04 03:31:43 main:574] : INFO : Epoch 1991 | loss: 0.0311365 | val_loss: 0.0311778 | Time: 2044.98 ms [2022-02-04 03:31:45 main:574] : INFO : Epoch 1992 | loss: 0.0311343 | val_loss: 0.0311731 | Time: 2039.78 ms [2022-02-04 03:31:47 main:574] : INFO : Epoch 1993 | loss: 0.0311325 | val_loss: 0.0311732 | Time: 2048.55 ms [2022-02-04 03:31:49 main:574] : INFO : Epoch 1994 | loss: 0.0311322 | val_loss: 0.0311777 | Time: 2039.62 ms [2022-02-04 03:31:51 main:574] : INFO : Epoch 1995 | loss: 0.0311329 | val_loss: 0.0311753 | Time: 2037.93 ms [2022-02-04 03:31:53 main:574] : INFO : Epoch 1996 | loss: 0.0311322 | val_loss: 0.0311694 | Time: 2031.57 ms [2022-02-04 03:31:56 main:574] : INFO : Epoch 1997 | loss: 0.0311322 | val_loss: 0.0311754 | Time: 2043.17 ms [2022-02-04 03:31:58 main:574] : INFO : Epoch 1998 | loss: 0.0311313 | val_loss: 0.031174 | Time: 2052.36 ms [2022-02-04 03:32:00 main:574] : INFO : Epoch 1999 | loss: 0.0311304 | val_loss: 0.0311744 | Time: 2041.87 ms [2022-02-04 03:32:02 main:574] : INFO : Epoch 2000 | loss: 0.0311288 | val_loss: 0.031176 | Time: 2040.3 ms [2022-02-04 03:32:04 main:574] : INFO : Epoch 2001 | loss: 0.0311281 | val_loss: 0.0311791 | Time: 2027.68 ms [2022-02-04 03:32:06 main:574] : INFO : Epoch 2002 | loss: 0.03113 | val_loss: 0.0311775 | Time: 2029.26 ms [2022-02-04 03:32:08 main:574] : INFO : Epoch 2003 | loss: 0.0311326 | val_loss: 0.0311746 | Time: 2029.72 ms [2022-02-04 03:32:10 main:574] : INFO : Epoch 2004 | loss: 0.0311391 | val_loss: 0.0311732 | Time: 2048.62 ms [2022-02-04 03:32:12 main:574] : INFO : Epoch 2005 | loss: 0.0311366 | val_loss: 0.0311706 | Time: 2029.31 ms [2022-02-04 03:32:14 main:574] : INFO : Epoch 2006 | loss: 0.0311341 | val_loss: 0.0311732 | Time: 2043.72 ms [2022-02-04 03:32:16 main:574] : INFO : Epoch 2007 | loss: 0.0311342 | val_loss: 0.0311756 | Time: 2032.57 ms [2022-02-04 03:32:18 main:574] : INFO : Epoch 2008 | loss: 0.0311324 | val_loss: 0.0311727 | Time: 2044.67 ms [2022-02-04 03:32:20 main:574] : INFO : Epoch 2009 | loss: 0.0311326 | val_loss: 0.0311708 | Time: 2036.27 ms [2022-02-04 03:32:22 main:574] : INFO : Epoch 2010 | loss: 0.0311316 | val_loss: 0.0311733 | Time: 2070.52 ms [2022-02-04 03:32:24 main:574] : INFO : Epoch 2011 | loss: 0.0311307 | val_loss: 0.0311764 | Time: 2036.23 ms [2022-02-04 03:32:26 main:574] : INFO : Epoch 2012 | loss: 0.0311305 | val_loss: 0.031172 | Time: 2043.21 ms [2022-02-04 03:32:28 main:574] : INFO : Epoch 2013 | loss: 0.0311278 | val_loss: 0.0311689 | Time: 2041.24 ms [2022-02-04 03:32:31 main:574] : INFO : Epoch 2014 | loss: 0.0311273 | val_loss: 0.0311738 | Time: 2078.26 ms [2022-02-04 03:32:33 main:574] : INFO : Epoch 2015 | loss: 0.0311257 | val_loss: 0.0311747 | Time: 2020.34 ms [2022-02-04 03:32:35 main:574] : INFO : Epoch 2016 | loss: 0.0311249 | val_loss: 0.0311687 | Time: 2032.58 ms [2022-02-04 03:32:37 main:574] : INFO : Epoch 2017 | loss: 0.0311251 | val_loss: 0.0311733 | Time: 2034.22 ms [2022-02-04 03:32:39 main:574] : INFO : Epoch 2018 | loss: 0.031125 | val_loss: 0.0311753 | Time: 2041.72 ms [2022-02-04 03:32:41 main:574] : INFO : Epoch 2019 | loss: 0.0311245 | val_loss: 0.0311782 | Time: 2027.02 ms [2022-02-04 03:32:43 main:574] : INFO : Epoch 2020 | loss: 0.0311248 | val_loss: 0.0311762 | Time: 2047.45 ms [2022-02-04 03:32:45 main:574] : INFO : Epoch 2021 | loss: 0.0311245 | val_loss: 0.03118 | Time: 2038.06 ms [2022-02-04 03:32:47 main:574] : INFO : Epoch 2022 | loss: 0.0311325 | val_loss: 0.0311766 | Time: 2049.89 ms [2022-02-04 03:32:49 main:574] : INFO : Epoch 2023 | loss: 0.0311421 | val_loss: 0.0311758 | Time: 2051.06 ms [2022-02-04 03:32:51 main:574] : INFO : Epoch 2024 | loss: 0.0311384 | val_loss: 0.0311749 | Time: 2042.05 ms [2022-02-04 03:32:53 main:574] : INFO : Epoch 2025 | loss: 0.0311344 | val_loss: 0.0311719 | Time: 2042.22 ms [2022-02-04 03:32:55 main:574] : INFO : Epoch 2026 | loss: 0.0311339 | val_loss: 0.031174 | Time: 2047.56 ms [2022-02-04 03:32:57 main:574] : INFO : Epoch 2027 | loss: 0.0311324 | val_loss: 0.0311714 | Time: 2057.48 ms [2022-02-04 03:32:59 main:574] : INFO : Epoch 2028 | loss: 0.0311297 | val_loss: 0.0311763 | Time: 2049.36 ms [2022-02-04 03:33:01 main:574] : INFO : Epoch 2029 | loss: 0.031144 | val_loss: 0.0311764 | Time: 2044.73 ms [2022-02-04 03:33:04 main:574] : INFO : Epoch 2030 | loss: 0.0311608 | val_loss: 0.0311745 | Time: 2043.67 ms [2022-02-04 03:33:06 main:574] : INFO : Epoch 2031 | loss: 0.031158 | val_loss: 0.0311753 | Time: 2040.64 ms [2022-02-04 03:33:08 main:574] : INFO : Epoch 2032 | loss: 0.0311558 | val_loss: 0.0311733 | Time: 2047.33 ms [2022-02-04 03:33:10 main:574] : INFO : Epoch 2033 | loss: 0.0311519 | val_loss: 0.0311754 | Time: 2045.64 ms [2022-02-04 03:33:12 main:574] : INFO : Epoch 2034 | loss: 0.0311545 | val_loss: 0.031175 | Time: 2049.99 ms [2022-02-04 03:33:14 main:574] : INFO : Epoch 2035 | loss: 0.0311521 | val_loss: 0.0311734 | Time: 2058.98 ms [2022-02-04 03:33:16 main:574] : INFO : Epoch 2036 | loss: 0.0311511 | val_loss: 0.0311739 | Time: 2050.76 ms [2022-02-04 03:33:18 main:574] : INFO : Epoch 2037 | loss: 0.0311502 | val_loss: 0.0311733 | Time: 2044.72 ms [2022-02-04 03:33:20 main:574] : INFO : Epoch 2038 | loss: 0.0311489 | val_loss: 0.0311711 | Time: 2044.51 ms [2022-02-04 03:33:22 main:574] : INFO : Epoch 2039 | loss: 0.0311475 | val_loss: 0.0311715 | Time: 2032.19 ms [2022-02-04 03:33:24 main:574] : INFO : Epoch 2040 | loss: 0.0311469 | val_loss: 0.0311742 | Time: 2030.44 ms [2022-02-04 03:33:26 main:574] : INFO : Epoch 2041 | loss: 0.0311465 | val_loss: 0.0311721 | Time: 2041.91 ms [2022-02-04 03:33:28 main:574] : INFO : Epoch 2042 | loss: 0.0311457 | val_loss: 0.0311728 | Time: 2056.15 ms [2022-02-04 03:33:30 main:574] : INFO : Epoch 2043 | loss: 0.0311449 | val_loss: 0.0311741 | Time: 2034.14 ms [2022-02-04 03:33:32 main:574] : INFO : Epoch 2044 | loss: 0.0311447 | val_loss: 0.0311752 | Time: 2035.32 ms [2022-02-04 03:33:34 main:574] : INFO : Epoch 2045 | loss: 0.0311444 | val_loss: 0.0311769 | Time: 2038.66 ms [2022-02-04 03:33:37 main:574] : INFO : Epoch 2046 | loss: 0.0311439 | val_loss: 0.0311753 | Time: 2040.49 ms [2022-02-04 03:33:39 main:574] : INFO : Epoch 2047 | loss: 0.0311424 | val_loss: 0.0311735 | Time: 2038.94 ms [2022-02-04 03:33:41 main:574] : INFO : Epoch 2048 | loss: 0.0311414 | val_loss: 0.0311734 | Time: 2032.26 ms [2022-02-04 03:33:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311734 [2022-02-04 03:33:41 main:603] : INFO : Saving end state to config to file [2022-02-04 03:33:41 main:608] : INFO : Success, exiting.. 03:33:41 (16784): 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)