Task 5548338
| Name | ParityMachine-1625098734-30255-0_0 |
| Workunit | 3397154 |
| Created | 1 Jul 2021, 0:18:56 UTC |
| Sent | 4 Jul 2021, 17:19:48 UTC |
| Report deadline | 12 Jul 2021, 17:19:48 UTC |
| Received | 4 Jul 2021, 19:55:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 2 min 59 sec |
| CPU time | 1 hours 2 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.0311195 | val_loss: 0.0311571 | Time: 1738.1 ms [2021-07-04 20:47:53 main:574] : INFO : Epoch 1572 | loss: 0.0311183 | val_loss: 0.0311568 | Time: 1729.22 ms [2021-07-04 20:47:55 main:574] : INFO : Epoch 1573 | loss: 0.0311188 | val_loss: 0.0311576 | Time: 1711.02 ms [2021-07-04 20:47:57 main:574] : INFO : Epoch 1574 | loss: 0.0311182 | val_loss: 0.0311592 | Time: 1737.04 ms [2021-07-04 20:47:59 main:574] : INFO : Epoch 1575 | loss: 0.0311166 | val_loss: 0.0311564 | Time: 1703.65 ms [2021-07-04 20:48:00 main:574] : INFO : Epoch 1576 | loss: 0.0311178 | val_loss: 0.0311561 | Time: 1721.51 ms [2021-07-04 20:48:02 main:574] : INFO : Epoch 1577 | loss: 0.0311207 | val_loss: 0.0311595 | Time: 1745.68 ms [2021-07-04 20:48:04 main:574] : INFO : Epoch 1578 | loss: 0.0311179 | val_loss: 0.031157 | Time: 1746.95 ms [2021-07-04 20:48:05 main:574] : INFO : Epoch 1579 | loss: 0.0311164 | val_loss: 0.0311545 | Time: 1718.34 ms [2021-07-04 20:48:07 main:574] : INFO : Epoch 1580 | loss: 0.0311185 | val_loss: 0.0311605 | Time: 1705.95 ms [2021-07-04 20:48:09 main:574] : INFO : Epoch 1581 | loss: 0.0311193 | val_loss: 0.0311779 | Time: 1725.48 ms [2021-07-04 20:48:11 main:574] : INFO : Epoch 1582 | loss: 0.0311276 | val_loss: 0.03116 | Time: 1756.57 ms [2021-07-04 20:48:12 main:574] : INFO : Epoch 1583 | loss: 0.0311157 | val_loss: 0.0311615 | Time: 1728.85 ms [2021-07-04 20:48:14 main:574] : INFO : Epoch 1584 | loss: 0.031114 | val_loss: 0.0311607 | Time: 1715.01 ms [2021-07-04 20:48:16 main:574] : INFO : Epoch 1585 | loss: 0.0311139 | val_loss: 0.0311581 | Time: 1716.6 ms [2021-07-04 20:48:18 main:574] : INFO : Epoch 1586 | loss: 0.0311164 | val_loss: 0.0311637 | Time: 1719.29 ms [2021-07-04 20:48:19 main:574] : INFO : Epoch 1587 | loss: 0.0311157 | val_loss: 0.0311567 | Time: 1746.98 ms [2021-07-04 20:48:21 main:574] : INFO : Epoch 1588 | loss: 0.0311146 | val_loss: 0.0311622 | Time: 1719.64 ms [2021-07-04 20:48:23 main:574] : INFO : Epoch 1589 | loss: 0.0311181 | val_loss: 0.031167 | Time: 1749.03 ms [2021-07-04 20:48:25 main:574] : INFO : Epoch 1590 | loss: 0.0311161 | val_loss: 0.0311632 | Time: 1698.51 ms [2021-07-04 20:48:26 main:574] : INFO : Epoch 1591 | loss: 0.0311178 | val_loss: 0.0311614 | Time: 1739.15 ms [2021-07-04 20:48:28 main:574] : INFO : Epoch 1592 | loss: 0.0311169 | val_loss: 0.0311593 | Time: 1750.47 ms [2021-07-04 20:48:30 main:574] : INFO : Epoch 1593 | loss: 0.031117 | val_loss: 0.0311588 | Time: 1713.99 ms [2021-07-04 20:48:31 main:574] : INFO : Epoch 1594 | loss: 0.0311162 | val_loss: 0.0311566 | Time: 1708.38 ms [2021-07-04 20:48:33 main:574] : INFO : Epoch 1595 | loss: 0.0311143 | val_loss: 0.0311575 | Time: 1717.3 ms [2021-07-04 20:48:35 main:574] : INFO : Epoch 1596 | loss: 0.031116 | val_loss: 0.0311563 | Time: 1717.98 ms [2021-07-04 20:48:37 main:574] : INFO : Epoch 1597 | loss: 0.0311138 | val_loss: 0.0311619 | Time: 1815.35 ms [2021-07-04 20:48:39 main:574] : INFO : Epoch 1598 | loss: 0.031112 | val_loss: 0.0311556 | Time: 1827.4 ms [2021-07-04 20:48:40 main:574] : INFO : Epoch 1599 | loss: 0.0311114 | val_loss: 0.031157 | Time: 1810.94 ms [2021-07-04 20:48:42 main:574] : INFO : Epoch 1600 | loss: 0.0311117 | val_loss: 0.0311571 | Time: 1832.44 ms [2021-07-04 20:48:44 main:574] : INFO : Epoch 1601 | loss: 0.0311127 | val_loss: 0.0311624 | Time: 1818.87 ms [2021-07-04 20:48:46 main:574] : INFO : Epoch 1602 | loss: 0.0311118 | val_loss: 0.0311653 | Time: 1785.97 ms [2021-07-04 20:48:48 main:574] : INFO : Epoch 1603 | loss: 0.0311135 | val_loss: 0.0311581 | Time: 1693.59 ms [2021-07-04 20:48:49 main:574] : INFO : Epoch 1604 | loss: 0.0311137 | val_loss: 0.0311628 | Time: 1730.42 ms [2021-07-04 20:48:51 main:574] : INFO : Epoch 1605 | loss: 0.0311116 | val_loss: 0.0311577 | Time: 1719.29 ms [2021-07-04 20:48:53 main:574] : INFO : Epoch 1606 | loss: 0.0311113 | val_loss: 0.0311638 | Time: 1730.46 ms [2021-07-04 20:48:54 main:574] : INFO : Epoch 1607 | loss: 0.0311133 | val_loss: 0.0311576 | Time: 1731.81 ms [2021-07-04 20:48:56 main:574] : INFO : Epoch 1608 | loss: 0.0311145 | val_loss: 0.0311587 | Time: 1733.11 ms [2021-07-04 20:48:58 main:574] : INFO : Epoch 1609 | loss: 0.0311127 | val_loss: 0.0311624 | Time: 1720.09 ms [2021-07-04 20:49:00 main:574] : INFO : Epoch 1610 | loss: 0.031114 | val_loss: 0.03116 | Time: 1728.96 ms [2021-07-04 20:49:01 main:574] : INFO : Epoch 1611 | loss: 0.0311132 | val_loss: 0.0311598 | Time: 1744.61 ms [2021-07-04 20:49:03 main:574] : INFO : Epoch 1612 | loss: 0.0311096 | val_loss: 0.0311615 | Time: 1721.87 ms [2021-07-04 20:49:05 main:574] : INFO : Epoch 1613 | loss: 0.0311088 | val_loss: 0.0311615 | Time: 1706.03 ms [2021-07-04 20:49:07 main:574] : INFO : Epoch 1614 | loss: 0.0311087 | val_loss: 0.0311554 | Time: 1681.11 ms [2021-07-04 20:49:08 main:574] : INFO : Epoch 1615 | loss: 0.0311134 | val_loss: 0.0311602 | Time: 1712.9 ms [2021-07-04 20:49:10 main:574] : INFO : Epoch 1616 | loss: 0.0311091 | val_loss: 0.0311574 | Time: 1717.49 ms [2021-07-04 20:49:12 main:574] : INFO : Epoch 1617 | loss: 0.0311092 | val_loss: 0.0311551 | Time: 1716.6 ms [2021-07-04 20:49:13 main:574] : INFO : Epoch 1618 | loss: 0.0311096 | val_loss: 0.0311676 | Time: 1699.58 ms [2021-07-04 20:49:15 main:574] : INFO : Epoch 1619 | loss: 0.0311093 | val_loss: 0.031163 | Time: 1701.3 ms [2021-07-04 20:49:17 main:574] : INFO : Epoch 1620 | loss: 0.0311108 | val_loss: 0.0311601 | Time: 1744.76 ms [2021-07-04 20:49:19 main:574] : INFO : Epoch 1621 | loss: 0.0311088 | val_loss: 0.0311649 | Time: 1741.74 ms [2021-07-04 20:49:20 main:574] : INFO : Epoch 1622 | loss: 0.0311097 | val_loss: 0.0311666 | Time: 1749.64 ms [2021-07-04 20:49:22 main:574] : INFO : Epoch 1623 | loss: 0.0311086 | val_loss: 0.0311627 | Time: 1734.93 ms [2021-07-04 20:49:24 main:574] : INFO : Epoch 1624 | loss: 0.0311072 | val_loss: 0.0311605 | Time: 1709.3 ms [2021-07-04 20:49:26 main:574] : INFO : Epoch 1625 | loss: 0.0311064 | val_loss: 0.031165 | Time: 1710.6 ms [2021-07-04 20:49:27 main:574] : INFO : Epoch 1626 | loss: 0.0311049 | val_loss: 0.0311619 | Time: 1710.12 ms [2021-07-04 20:49:29 main:574] : INFO : Epoch 1627 | loss: 0.0311052 | val_loss: 0.0311591 | Time: 1692.57 ms [2021-07-04 20:49:31 main:574] : INFO : Epoch 1628 | loss: 0.031107 | val_loss: 0.0311554 | Time: 1718.41 ms [2021-07-04 20:49:32 main:574] : INFO : Epoch 1629 | loss: 0.0311063 | val_loss: 0.0311651 | Time: 1710.33 ms [2021-07-04 20:49:34 main:574] : INFO : Epoch 1630 | loss: 0.0311059 | val_loss: 0.0311577 | Time: 1749.41 ms [2021-07-04 20:49:36 main:574] : INFO : Epoch 1631 | loss: 0.0311048 | val_loss: 0.0311653 | Time: 1728.79 ms [2021-07-04 20:49:38 main:574] : INFO : Epoch 1632 | loss: 0.0311115 | val_loss: 0.031158 | Time: 1743.98 ms [2021-07-04 20:49:39 main:574] : INFO : Epoch 1633 | loss: 0.0311071 | val_loss: 0.0311612 | Time: 1694 ms [2021-07-04 20:49:41 main:574] : INFO : Epoch 1634 | loss: 0.0311061 | val_loss: 0.0311649 | Time: 1704.72 ms [2021-07-04 20:49:43 main:574] : INFO : Epoch 1635 | loss: 0.0311108 | val_loss: 0.0311588 | Time: 1697.54 ms [2021-07-04 20:49:44 main:574] : INFO : Epoch 1636 | loss: 0.0311075 | val_loss: 0.0311613 | Time: 1697.35 ms [2021-07-04 20:49:46 main:574] : INFO : Epoch 1637 | loss: 0.0311075 | val_loss: 0.031173 | Time: 1726.28 ms [2021-07-04 20:49:48 main:574] : INFO : Epoch 1638 | loss: 0.0311095 | val_loss: 0.0311671 | Time: 1704.82 ms [2021-07-04 20:49:50 main:574] : INFO : Epoch 1639 | loss: 0.0311043 | val_loss: 0.03118 | Time: 1722.31 ms [2021-07-04 20:49:51 main:574] : INFO : Epoch 1640 | loss: 0.0311081 | val_loss: 0.0311613 | Time: 1733.69 ms [2021-07-04 20:49:53 main:574] : INFO : Epoch 1641 | loss: 0.0311094 | val_loss: 0.0311648 | Time: 1741.95 ms [2021-07-04 20:49:55 main:574] : INFO : Epoch 1642 | loss: 0.0311071 | val_loss: 0.0311596 | Time: 1816.91 ms [2021-07-04 20:49:57 main:574] : INFO : Epoch 1643 | loss: 0.0311075 | val_loss: 0.0311569 | Time: 1828 ms [2021-07-04 20:49:59 main:574] : INFO : Epoch 1644 | loss: 0.031107 | val_loss: 0.0311602 | Time: 1796.46 ms [2021-07-04 20:50:00 main:574] : INFO : Epoch 1645 | loss: 0.0311074 | val_loss: 0.0311612 | Time: 1832.6 ms [2021-07-04 20:50:02 main:574] : INFO : Epoch 1646 | loss: 0.0311072 | val_loss: 0.031155 | Time: 1733 ms [2021-07-04 20:50:04 main:574] : INFO : Epoch 1647 | loss: 0.031106 | val_loss: 0.0311643 | Time: 1694.9 ms [2021-07-04 20:50:06 main:574] : INFO : Epoch 1648 | loss: 0.0311035 | val_loss: 0.0311655 | Time: 1698.97 ms [2021-07-04 20:50:07 main:574] : INFO : Epoch 1649 | loss: 0.0311037 | val_loss: 0.0311651 | Time: 1713.18 ms [2021-07-04 20:50:09 main:574] : INFO : Epoch 1650 | loss: 0.0311048 | val_loss: 0.0311584 | Time: 1723.13 ms [2021-07-04 20:50:11 main:574] : INFO : Epoch 1651 | loss: 0.0311149 | val_loss: 0.0311597 | Time: 1740.66 ms [2021-07-04 20:50:12 main:574] : INFO : Epoch 1652 | loss: 0.0311109 | val_loss: 0.0311632 | Time: 1728.86 ms [2021-07-04 20:50:14 main:574] : INFO : Epoch 1653 | loss: 0.0311069 | val_loss: 0.031159 | Time: 1676.95 ms [2021-07-04 20:50:16 main:574] : INFO : Epoch 1654 | loss: 0.0311047 | val_loss: 0.0311696 | Time: 1690.99 ms [2021-07-04 20:50:18 main:574] : INFO : Epoch 1655 | loss: 0.0311037 | val_loss: 0.0311666 | Time: 1698.69 ms [2021-07-04 20:50:19 main:574] : INFO : Epoch 1656 | loss: 0.031102 | val_loss: 0.0311746 | Time: 1738.47 ms [2021-07-04 20:50:21 main:574] : INFO : Epoch 1657 | loss: 0.0311037 | val_loss: 0.0311603 | Time: 1685.63 ms [2021-07-04 20:50:23 main:574] : INFO : Epoch 1658 | loss: 0.0311022 | val_loss: 0.0311639 | Time: 1693.4 ms [2021-07-04 20:50:24 main:574] : INFO : Epoch 1659 | loss: 0.0311007 | val_loss: 0.0311578 | Time: 1678.27 ms [2021-07-04 20:50:26 main:574] : INFO : Epoch 1660 | loss: 0.0311026 | val_loss: 0.0311544 | Time: 1728.09 ms [2021-07-04 20:50:28 main:574] : INFO : Epoch 1661 | loss: 0.0311018 | val_loss: 0.0311702 | Time: 1722.34 ms [2021-07-04 20:50:30 main:574] : INFO : Epoch 1662 | loss: 0.0311092 | val_loss: 0.031176 | Time: 1710.45 ms [2021-07-04 20:50:31 main:574] : INFO : Epoch 1663 | loss: 0.031119 | val_loss: 0.0311834 | Time: 1711.85 ms [2021-07-04 20:50:33 main:574] : INFO : Epoch 1664 | loss: 0.0311187 | val_loss: 0.0311653 | Time: 1722.01 ms [2021-07-04 20:50:35 main:574] : INFO : Epoch 1665 | loss: 0.0311103 | val_loss: 0.031165 | Time: 1773.49 ms [2021-07-04 20:50:36 main:574] : INFO : Epoch 1666 | loss: 0.0311111 | val_loss: 0.0311636 | Time: 1670.75 ms [2021-07-04 20:50:38 main:574] : INFO : Epoch 1667 | loss: 0.0311068 | val_loss: 0.0311745 | Time: 1716.1 ms [2021-07-04 20:50:40 main:574] : INFO : Epoch 1668 | loss: 0.0311027 | val_loss: 0.0311666 | Time: 1764.11 ms [2021-07-04 20:50:42 main:574] : INFO : Epoch 1669 | loss: 0.0311009 | val_loss: 0.0311618 | Time: 1732.42 ms [2021-07-04 20:50:43 main:574] : INFO : Epoch 1670 | loss: 0.0311014 | val_loss: 0.0311626 | Time: 1742.78 ms [2021-07-04 20:50:45 main:574] : INFO : Epoch 1671 | loss: 0.0311 | val_loss: 0.0311585 | Time: 1761.42 ms [2021-07-04 20:50:47 main:574] : INFO : Epoch 1672 | loss: 0.0311014 | val_loss: 0.0311628 | Time: 1711.72 ms [2021-07-04 20:50:49 main:574] : INFO : Epoch 1673 | loss: 0.0311001 | val_loss: 0.0311692 | Time: 1743.08 ms [2021-07-04 20:50:50 main:574] : INFO : Epoch 1674 | loss: 0.0310976 | val_loss: 0.031172 | Time: 1730.19 ms [2021-07-04 20:50:52 main:574] : INFO : Epoch 1675 | loss: 0.0310997 | val_loss: 0.0311587 | Time: 1735.9 ms [2021-07-04 20:50:54 main:574] : INFO : Epoch 1676 | loss: 0.0311026 | val_loss: 0.031168 | Time: 1726.76 ms [2021-07-04 20:50:56 main:574] : INFO : Epoch 1677 | loss: 0.0311025 | val_loss: 0.0311591 | Time: 1685.84 ms [2021-07-04 20:50:57 main:574] : INFO : Epoch 1678 | loss: 0.0311004 | val_loss: 0.0311646 | Time: 1662.05 ms [2021-07-04 20:50:59 main:574] : INFO : Epoch 1679 | loss: 0.0310984 | val_loss: 0.0311572 | Time: 1683.36 ms [2021-07-04 20:51:01 main:574] : INFO : Epoch 1680 | loss: 0.0311045 | val_loss: 0.0311646 | Time: 1721.79 ms [2021-07-04 20:51:02 main:574] : INFO : Epoch 1681 | loss: 0.0311034 | val_loss: 0.0311572 | Time: 1736.77 ms [2021-07-04 20:51:04 main:574] : INFO : Epoch 1682 | loss: 0.0311037 | val_loss: 0.03116 | Time: 1702.21 ms [2021-07-04 20:51:06 main:574] : INFO : Epoch 1683 | loss: 0.0310986 | val_loss: 0.0311595 | Time: 1742.26 ms [2021-07-04 20:51:08 main:574] : INFO : Epoch 1684 | loss: 0.0311021 | val_loss: 0.0311604 | Time: 1733.24 ms [2021-07-04 20:51:09 main:574] : INFO : Epoch 1685 | loss: 0.0311002 | val_loss: 0.0311699 | Time: 1716.42 ms [2021-07-04 20:51:11 main:574] : INFO : Epoch 1686 | loss: 0.0311023 | val_loss: 0.0311601 | Time: 1708.62 ms [2021-07-04 20:51:13 main:574] : INFO : Epoch 1687 | loss: 0.0311011 | val_loss: 0.0311623 | Time: 1709.86 ms [2021-07-04 20:51:14 main:574] : INFO : Epoch 1688 | loss: 0.0310959 | val_loss: 0.0311633 | Time: 1661.19 ms [2021-07-04 20:51:16 main:574] : INFO : Epoch 1689 | loss: 0.0310958 | val_loss: 0.031163 | Time: 1665.4 ms [2021-07-04 20:51:18 main:574] : INFO : Epoch 1690 | loss: 0.0310971 | val_loss: 0.0311627 | Time: 1738.05 ms [2021-07-04 20:51:20 main:574] : INFO : Epoch 1691 | loss: 0.031102 | val_loss: 0.0311637 | Time: 1736.12 ms [2021-07-04 20:51:21 main:574] : INFO : Epoch 1692 | loss: 0.0311013 | val_loss: 0.0311694 | Time: 1727.75 ms [2021-07-04 20:51:23 main:574] : INFO : Epoch 1693 | loss: 0.0311042 | val_loss: 0.0311609 | Time: 1749.38 ms [2021-07-04 20:51:25 main:574] : INFO : Epoch 1694 | loss: 0.0311012 | val_loss: 0.0311594 | Time: 1767.75 ms [2021-07-04 20:51:27 main:574] : INFO : Epoch 1695 | loss: 0.0310996 | val_loss: 0.0311602 | Time: 1742.66 ms [2021-07-04 20:51:28 main:574] : INFO : Epoch 1696 | loss: 0.0310971 | val_loss: 0.0311685 | Time: 1704.65 ms [2021-07-04 20:51:30 main:574] : INFO : Epoch 1697 | loss: 0.0310966 | val_loss: 0.0311586 | Time: 1711.11 ms [2021-07-04 20:51:32 main:574] : INFO : Epoch 1698 | loss: 0.0310992 | val_loss: 0.031164 | Time: 1743.49 ms [2021-07-04 20:51:33 main:574] : INFO : Epoch 1699 | loss: 0.031105 | val_loss: 0.0311682 | Time: 1685.24 ms [2021-07-04 20:51:35 main:574] : INFO : Epoch 1700 | loss: 0.0311 | val_loss: 0.0311631 | Time: 1723 ms [2021-07-04 20:51:37 main:574] : INFO : Epoch 1701 | loss: 0.0310963 | val_loss: 0.0311682 | Time: 1702.84 ms [2021-07-04 20:51:39 main:574] : INFO : Epoch 1702 | loss: 0.0310949 | val_loss: 0.0311622 | Time: 1719.68 ms [2021-07-04 20:51:40 main:574] : INFO : Epoch 1703 | loss: 0.0310955 | val_loss: 0.0311615 | Time: 1795.4 ms [2021-07-04 20:51:42 main:574] : INFO : Epoch 1704 | loss: 0.0310981 | val_loss: 0.0311683 | Time: 1840.76 ms [2021-07-04 20:51:44 main:574] : INFO : Epoch 1705 | loss: 0.0310964 | val_loss: 0.0311707 | Time: 1798.57 ms [2021-07-04 20:51:46 main:574] : INFO : Epoch 1706 | loss: 0.0310947 | val_loss: 0.0311609 | Time: 1734.52 ms [2021-07-04 20:51:47 main:574] : INFO : Epoch 1707 | loss: 0.0310951 | val_loss: 0.031167 | Time: 1706.51 ms [2021-07-04 20:51:49 main:574] : INFO : Epoch 1708 | loss: 0.0310957 | val_loss: 0.0311653 | Time: 1707.57 ms [2021-07-04 20:51:51 main:574] : INFO : Epoch 1709 | loss: 0.0310949 | val_loss: 0.0311729 | Time: 1680.57 ms [2021-07-04 20:51:53 main:574] : INFO : Epoch 1710 | loss: 0.0310954 | val_loss: 0.0311657 | Time: 1707.39 ms [2021-07-04 20:51:54 main:574] : INFO : Epoch 1711 | loss: 0.0310962 | val_loss: 0.0311708 | Time: 1687.92 ms [2021-07-04 20:51:56 main:574] : INFO : Epoch 1712 | loss: 0.0310942 | val_loss: 0.0311626 | Time: 1697.65 ms [2021-07-04 20:51:58 main:574] : INFO : Epoch 1713 | loss: 0.031096 | val_loss: 0.0311686 | Time: 1704.64 ms [2021-07-04 20:51:59 main:574] : INFO : Epoch 1714 | loss: 0.031098 | val_loss: 0.0311725 | Time: 1747.09 ms [2021-07-04 20:52:01 main:574] : INFO : Epoch 1715 | loss: 0.031096 | val_loss: 0.0311667 | Time: 1734.5 ms [2021-07-04 20:52:03 main:574] : INFO : Epoch 1716 | loss: 0.0310989 | val_loss: 0.0311651 | Time: 1716.01 ms [2021-07-04 20:52:05 main:574] : INFO : Epoch 1717 | loss: 0.0310998 | val_loss: 0.0311608 | Time: 1708.55 ms [2021-07-04 20:52:06 main:574] : INFO : Epoch 1718 | loss: 0.0310994 | val_loss: 0.0311723 | Time: 1725.22 ms [2021-07-04 20:52:08 main:574] : INFO : Epoch 1719 | loss: 0.0310992 | val_loss: 0.0311591 | Time: 1737.71 ms [2021-07-04 20:52:10 main:574] : INFO : Epoch 1720 | loss: 0.0310964 | val_loss: 0.0311615 | Time: 1721.55 ms [2021-07-04 20:52:12 main:574] : INFO : Epoch 1721 | loss: 0.0310976 | val_loss: 0.0311644 | Time: 1690.69 ms [2021-07-04 20:52:13 main:574] : INFO : Epoch 1722 | loss: 0.0310974 | val_loss: 0.0311608 | Time: 1695.74 ms [2021-07-04 20:52:15 main:574] : INFO : Epoch 1723 | loss: 0.0310968 | val_loss: 0.0311629 | Time: 1728.91 ms [2021-07-04 20:52:17 main:574] : INFO : Epoch 1724 | loss: 0.0310933 | val_loss: 0.031166 | Time: 1733.17 ms [2021-07-04 20:52:18 main:574] : INFO : Epoch 1725 | loss: 0.031093 | val_loss: 0.0311656 | Time: 1748.22 ms [2021-07-04 20:52:20 main:574] : INFO : Epoch 1726 | loss: 0.0310925 | val_loss: 0.0311718 | Time: 1737.2 ms [2021-07-04 20:52:22 main:574] : INFO : Epoch 1727 | loss: 0.0310965 | val_loss: 0.0311714 | Time: 1701.71 ms [2021-07-04 20:52:24 main:574] : INFO : Epoch 1728 | loss: 0.031097 | val_loss: 0.0311639 | Time: 1707.85 ms [2021-07-04 20:52:25 main:574] : INFO : Epoch 1729 | loss: 0.0310919 | val_loss: 0.0311723 | Time: 1693.28 ms [2021-07-04 20:52:27 main:574] : INFO : Epoch 1730 | loss: 0.0310946 | val_loss: 0.0311632 | Time: 1684.09 ms [2021-07-04 20:52:29 main:574] : INFO : Epoch 1731 | loss: 0.0310939 | val_loss: 0.0311684 | Time: 1680.63 ms [2021-07-04 20:52:30 main:574] : INFO : Epoch 1732 | loss: 0.0310989 | val_loss: 0.0311733 | Time: 1690.57 ms [2021-07-04 20:52:32 main:574] : INFO : Epoch 1733 | loss: 0.0310955 | val_loss: 0.0311745 | Time: 1711.17 ms [2021-07-04 20:52:34 main:574] : INFO : Epoch 1734 | loss: 0.0310961 | val_loss: 0.0311603 | Time: 1735.18 ms [2021-07-04 20:52:36 main:574] : INFO : Epoch 1735 | loss: 0.0310912 | val_loss: 0.0311687 | Time: 1749.59 ms [2021-07-04 20:52:37 main:574] : INFO : Epoch 1736 | loss: 0.0310939 | val_loss: 0.0311718 | Time: 1751.37 ms [2021-07-04 20:52:39 main:574] : INFO : Epoch 1737 | loss: 0.0311091 | val_loss: 0.0311922 | Time: 1695.12 ms [2021-07-04 20:52:41 main:574] : INFO : Epoch 1738 | loss: 0.0311466 | val_loss: 0.0311679 | Time: 1716.65 ms [2021-07-04 20:52:42 main:574] : INFO : Epoch 1739 | loss: 0.0311107 | val_loss: 0.0311721 | Time: 1720.03 ms [2021-07-04 20:52:44 main:574] : INFO : Epoch 1740 | loss: 0.0310991 | val_loss: 0.0311594 | Time: 1706.22 ms [2021-07-04 20:52:46 main:574] : INFO : Epoch 1741 | loss: 0.0310956 | val_loss: 0.0311646 | Time: 1711.52 ms [2021-07-04 20:52:48 main:574] : INFO : Epoch 1742 | loss: 0.0310956 | val_loss: 0.0311534 | Time: 1741.47 ms [2021-07-04 20:52:49 main:574] : INFO : Epoch 1743 | loss: 0.0310955 | val_loss: 0.0311724 | Time: 1716.32 ms [2021-07-04 20:52:51 main:574] : INFO : Epoch 1744 | loss: 0.0310914 | val_loss: 0.0311622 | Time: 1743.26 ms [2021-07-04 20:52:53 main:574] : INFO : Epoch 1745 | loss: 0.0310973 | val_loss: 0.0311636 | Time: 1731.46 ms [2021-07-04 20:52:55 main:574] : INFO : Epoch 1746 | loss: 0.0311001 | val_loss: 0.0311622 | Time: 1721.74 ms [2021-07-04 20:52:56 main:574] : INFO : Epoch 1747 | loss: 0.0310946 | val_loss: 0.0311721 | Time: 1716.82 ms [2021-07-04 20:52:58 main:574] : INFO : Epoch 1748 | loss: 0.0310933 | val_loss: 0.0311639 | Time: 1710.15 ms [2021-07-04 20:53:00 main:574] : INFO : Epoch 1749 | loss: 0.0310956 | val_loss: 0.0311597 | Time: 1720.1 ms [2021-07-04 20:53:02 main:574] : INFO : Epoch 1750 | loss: 0.0310951 | val_loss: 0.0311721 | Time: 1823.38 ms [2021-07-04 20:53:03 main:574] : INFO : Epoch 1751 | loss: 0.0310939 | val_loss: 0.03117 | Time: 1830.46 ms [2021-07-04 20:53:05 main:574] : INFO : Epoch 1752 | loss: 0.0310912 | val_loss: 0.0311683 | Time: 1801.91 ms [2021-07-04 20:53:07 main:574] : INFO : Epoch 1753 | loss: 0.0310909 | val_loss: 0.0311687 | Time: 1805.03 ms [2021-07-04 20:53:09 main:574] : INFO : Epoch 1754 | loss: 0.0310922 | val_loss: 0.0311694 | Time: 1818.23 ms [2021-07-04 20:53:11 main:574] : INFO : Epoch 1755 | loss: 0.0310938 | val_loss: 0.0311775 | Time: 1806.94 ms [2021-07-04 20:53:12 main:574] : INFO : Epoch 1756 | loss: 0.0310972 | val_loss: 0.0311624 | Time: 1820.07 ms [2021-07-04 20:53:14 main:574] : INFO : Epoch 1757 | loss: 0.0310922 | val_loss: 0.0311677 | Time: 1810.09 ms [2021-07-04 20:53:16 main:574] : INFO : Epoch 1758 | loss: 0.0310934 | val_loss: 0.0311635 | Time: 1804.22 ms [2021-07-04 20:53:18 main:574] : INFO : Epoch 1759 | loss: 0.0310904 | val_loss: 0.0311694 | Time: 1771.99 ms [2021-07-04 20:53:20 main:574] : INFO : Epoch 1760 | loss: 0.0310875 | val_loss: 0.0311723 | Time: 1709.7 ms [2021-07-04 20:53:21 main:574] : INFO : Epoch 1761 | loss: 0.0310892 | val_loss: 0.0311772 | Time: 1689.88 ms [2021-07-04 20:53:23 main:574] : INFO : Epoch 1762 | loss: 0.0310941 | val_loss: 0.0311732 | Time: 1727.74 ms [2021-07-04 20:53:25 main:574] : INFO : Epoch 1763 | loss: 0.0310992 | val_loss: 0.0311646 | Time: 1707.49 ms [2021-07-04 20:53:26 main:574] : INFO : Epoch 1764 | loss: 0.0310984 | val_loss: 0.0311759 | Time: 1692.5 ms [2021-07-04 20:53:28 main:574] : INFO : Epoch 1765 | loss: 0.0310949 | val_loss: 0.0311636 | Time: 1715.42 ms [2021-07-04 20:53:30 main:574] : INFO : Epoch 1766 | loss: 0.0310924 | val_loss: 0.0311737 | Time: 1704.68 ms [2021-07-04 20:53:32 main:574] : INFO : Epoch 1767 | loss: 0.031091 | val_loss: 0.0311774 | Time: 1714.02 ms [2021-07-04 20:53:33 main:574] : INFO : Epoch 1768 | loss: 0.0310887 | val_loss: 0.0311723 | Time: 1699.19 ms [2021-07-04 20:53:35 main:574] : INFO : Epoch 1769 | loss: 0.0310907 | val_loss: 0.0311831 | Time: 1735.19 ms [2021-07-04 20:53:37 main:574] : INFO : Epoch 1770 | loss: 0.031094 | val_loss: 0.0311723 | Time: 1715.48 ms [2021-07-04 20:53:38 main:574] : INFO : Epoch 1771 | loss: 0.0310962 | val_loss: 0.031162 | Time: 1732.41 ms [2021-07-04 20:53:40 main:574] : INFO : Epoch 1772 | loss: 0.0310959 | val_loss: 0.0311647 | Time: 1697.39 ms [2021-07-04 20:53:42 main:574] : INFO : Epoch 1773 | loss: 0.0310899 | val_loss: 0.0311696 | Time: 1749.75 ms [2021-07-04 20:53:44 main:574] : INFO : Epoch 1774 | loss: 0.0310894 | val_loss: 0.0311802 | Time: 1742.88 ms [2021-07-04 20:53:45 main:574] : INFO : Epoch 1775 | loss: 0.0310902 | val_loss: 0.031177 | Time: 1745.48 ms [2021-07-04 20:53:47 main:574] : INFO : Epoch 1776 | loss: 0.0310881 | val_loss: 0.0311738 | Time: 1738.76 ms [2021-07-04 20:53:49 main:574] : INFO : Epoch 1777 | loss: 0.0310867 | val_loss: 0.0311788 | Time: 1733.44 ms [2021-07-04 20:53:51 main:574] : INFO : Epoch 1778 | loss: 0.0310865 | val_loss: 0.0311748 | Time: 1720.67 ms [2021-07-04 20:53:52 main:574] : INFO : Epoch 1779 | loss: 0.0310863 | val_loss: 0.0311734 | Time: 1726.94 ms [2021-07-04 20:53:54 main:574] : INFO : Epoch 1780 | loss: 0.0310859 | val_loss: 0.0311697 | Time: 1719.3 ms [2021-07-04 20:53:56 main:574] : INFO : Epoch 1781 | loss: 0.0310851 | val_loss: 0.0311636 | Time: 1717.27 ms [2021-07-04 20:53:58 main:574] : INFO : Epoch 1782 | loss: 0.0310877 | val_loss: 0.0311657 | Time: 1665.33 ms [2021-07-04 20:53:59 main:574] : INFO : Epoch 1783 | loss: 0.0310903 | val_loss: 0.0311722 | Time: 1706.35 ms [2021-07-04 20:54:01 main:574] : INFO : Epoch 1784 | loss: 0.0310923 | val_loss: 0.0311653 | Time: 1733.8 ms [2021-07-04 20:54:03 main:574] : INFO : Epoch 1785 | loss: 0.0310895 | val_loss: 0.0311598 | Time: 1737.97 ms [2021-07-04 20:54:04 main:574] : INFO : Epoch 1786 | loss: 0.0310868 | val_loss: 0.0311754 | Time: 1703.77 ms [2021-07-04 20:54:06 main:574] : INFO : Epoch 1787 | loss: 0.0310882 | val_loss: 0.0311685 | Time: 1712.58 ms [2021-07-04 20:54:08 main:574] : INFO : Epoch 1788 | loss: 0.0310864 | val_loss: 0.0311623 | Time: 1715.97 ms [2021-07-04 20:54:10 main:574] : INFO : Epoch 1789 | loss: 0.0310855 | val_loss: 0.0311765 | Time: 1695.16 ms [2021-07-04 20:54:11 main:574] : INFO : Epoch 1790 | loss: 0.0310837 | val_loss: 0.0311746 | Time: 1764.52 ms [2021-07-04 20:54:13 main:574] : INFO : Epoch 1791 | loss: 0.0310842 | val_loss: 0.0311741 | Time: 1728.13 ms [2021-07-04 20:54:15 main:574] : INFO : Epoch 1792 | loss: 0.0310874 | val_loss: 0.0311742 | Time: 1728.7 ms [2021-07-04 20:54:17 main:574] : INFO : Epoch 1793 | loss: 0.031093 | val_loss: 0.0311774 | Time: 1738.38 ms [2021-07-04 20:54:18 main:574] : INFO : Epoch 1794 | loss: 0.0311759 | val_loss: 0.0312329 | Time: 1725.97 ms [2021-07-04 20:54:20 main:574] : INFO : Epoch 1795 | loss: 0.0312159 | val_loss: 0.0312129 | Time: 1728.06 ms [2021-07-04 20:54:22 main:574] : INFO : Epoch 1796 | loss: 0.0311992 | val_loss: 0.031188 | Time: 1737.13 ms [2021-07-04 20:54:23 main:574] : INFO : Epoch 1797 | loss: 0.0311839 | val_loss: 0.0311784 | Time: 1702.1 ms [2021-07-04 20:54:25 main:574] : INFO : Epoch 1798 | loss: 0.031184 | val_loss: 0.0311705 | Time: 1684.78 ms [2021-07-04 20:54:27 main:574] : INFO : Epoch 1799 | loss: 0.0311784 | val_loss: 0.0311644 | Time: 1819.4 ms [2021-07-04 20:54:29 main:574] : INFO : Epoch 1800 | loss: 0.0311617 | val_loss: 0.0311613 | Time: 1816.14 ms [2021-07-04 20:54:31 main:574] : INFO : Epoch 1801 | loss: 0.0311577 | val_loss: 0.0311592 | Time: 1813.32 ms [2021-07-04 20:54:32 main:574] : INFO : Epoch 1802 | loss: 0.0311526 | val_loss: 0.031156 | Time: 1818.96 ms [2021-07-04 20:54:34 main:574] : INFO : Epoch 1803 | loss: 0.03115 | val_loss: 0.0311632 | Time: 1810.83 ms [2021-07-04 20:54:36 main:574] : INFO : Epoch 1804 | loss: 0.0311497 | val_loss: 0.0311542 | Time: 1803.4 ms [2021-07-04 20:54:38 main:574] : INFO : Epoch 1805 | loss: 0.0311497 | val_loss: 0.031159 | Time: 1830.76 ms [2021-07-04 20:54:40 main:574] : INFO : Epoch 1806 | loss: 0.0311498 | val_loss: 0.0311576 | Time: 1814.67 ms [2021-07-04 20:54:42 main:574] : INFO : Epoch 1807 | loss: 0.0311434 | val_loss: 0.0311532 | Time: 1780.9 ms [2021-07-04 20:54:43 main:574] : INFO : Epoch 1808 | loss: 0.0311395 | val_loss: 0.0311503 | Time: 1803.59 ms [2021-07-04 20:54:45 main:574] : INFO : Epoch 1809 | loss: 0.0311369 | val_loss: 0.0311472 | Time: 1806.93 ms [2021-07-04 20:54:47 main:574] : INFO : Epoch 1810 | loss: 0.0311352 | val_loss: 0.0311509 | Time: 1806.05 ms [2021-07-04 20:54:49 main:574] : INFO : Epoch 1811 | loss: 0.0311342 | val_loss: 0.0311489 | Time: 1799.79 ms [2021-07-04 20:54:51 main:574] : INFO : Epoch 1812 | loss: 0.0311327 | val_loss: 0.0311469 | Time: 1822.56 ms [2021-07-04 20:54:52 main:574] : INFO : Epoch 1813 | loss: 0.0311315 | val_loss: 0.0311503 | Time: 1778.96 ms [2021-07-04 20:54:54 main:574] : INFO : Epoch 1814 | loss: 0.0311312 | val_loss: 0.0311507 | Time: 1745.31 ms [2021-07-04 20:54:56 main:574] : INFO : Epoch 1815 | loss: 0.0311308 | val_loss: 0.031151 | Time: 1737.06 ms [2021-07-04 20:54:58 main:574] : INFO : Epoch 1816 | loss: 0.0311291 | val_loss: 0.0311454 | Time: 1729.2 ms [2021-07-04 20:54:59 main:574] : INFO : Epoch 1817 | loss: 0.0311269 | val_loss: 0.0311482 | Time: 1717.13 ms [2021-07-04 20:55:01 main:574] : INFO : Epoch 1818 | loss: 0.0311255 | val_loss: 0.0311466 | Time: 1733.01 ms [2021-07-04 20:55:03 main:574] : INFO : Epoch 1819 | loss: 0.0311244 | val_loss: 0.031146 | Time: 1718.95 ms [2021-07-04 20:55:04 main:574] : INFO : Epoch 1820 | loss: 0.0311258 | val_loss: 0.0311467 | Time: 1710.68 ms [2021-07-04 20:55:06 main:574] : INFO : Epoch 1821 | loss: 0.0311255 | val_loss: 0.0311458 | Time: 1714.4 ms [2021-07-04 20:55:08 main:574] : INFO : Epoch 1822 | loss: 0.0311217 | val_loss: 0.0311448 | Time: 1728.46 ms [2021-07-04 20:55:10 main:574] : INFO : Epoch 1823 | loss: 0.0311199 | val_loss: 0.0311427 | Time: 1727.13 ms [2021-07-04 20:55:11 main:574] : INFO : Epoch 1824 | loss: 0.0311214 | val_loss: 0.031143 | Time: 1714.81 ms [2021-07-04 20:55:13 main:574] : INFO : Epoch 1825 | loss: 0.0311219 | val_loss: 0.0311434 | Time: 1728.81 ms [2021-07-04 20:55:15 main:574] : INFO : Epoch 1826 | loss: 0.0311209 | val_loss: 0.031146 | Time: 1736.76 ms [2021-07-04 20:55:17 main:574] : INFO : Epoch 1827 | loss: 0.0311191 | val_loss: 0.031145 | Time: 1714.15 ms [2021-07-04 20:55:18 main:574] : INFO : Epoch 1828 | loss: 0.0311196 | val_loss: 0.0311408 | Time: 1692.21 ms [2021-07-04 20:55:20 main:574] : INFO : Epoch 1829 | loss: 0.0311233 | val_loss: 0.0311412 | Time: 1714.97 ms [2021-07-04 20:55:22 main:574] : INFO : Epoch 1830 | loss: 0.0311212 | val_loss: 0.0311479 | Time: 1703.01 ms [2021-07-04 20:55:23 main:574] : INFO : Epoch 1831 | loss: 0.0311174 | val_loss: 0.0311391 | Time: 1674.41 ms [2021-07-04 20:55:25 main:574] : INFO : Epoch 1832 | loss: 0.0311156 | val_loss: 0.0311414 | Time: 1678.95 ms [2021-07-04 20:55:27 main:574] : INFO : Epoch 1833 | loss: 0.0311149 | val_loss: 0.0311417 | Time: 1690.95 ms [2021-07-04 20:55:28 main:574] : INFO : Epoch 1834 | loss: 0.0311154 | val_loss: 0.0311413 | Time: 1730.03 ms [2021-07-04 20:55:30 main:574] : INFO : Epoch 1835 | loss: 0.0311133 | val_loss: 0.0311429 | Time: 1712.33 ms [2021-07-04 20:55:32 main:574] : INFO : Epoch 1836 | loss: 0.0311129 | val_loss: 0.0311433 | Time: 1752.19 ms [2021-07-04 20:55:34 main:574] : INFO : Epoch 1837 | loss: 0.0311124 | val_loss: 0.0311412 | Time: 1694.46 ms [2021-07-04 20:55:35 main:574] : INFO : Epoch 1838 | loss: 0.0311134 | val_loss: 0.0311408 | Time: 1699.17 ms [2021-07-04 20:55:37 main:574] : INFO : Epoch 1839 | loss: 0.0311129 | val_loss: 0.0311461 | Time: 1720.43 ms [2021-07-04 20:55:39 main:574] : INFO : Epoch 1840 | loss: 0.0311122 | val_loss: 0.0311444 | Time: 1681.46 ms [2021-07-04 20:55:40 main:574] : INFO : Epoch 1841 | loss: 0.0311126 | val_loss: 0.0311404 | Time: 1692.53 ms [2021-07-04 20:55:42 main:574] : INFO : Epoch 1842 | loss: 0.0311116 | val_loss: 0.0311396 | Time: 1685.84 ms [2021-07-04 20:55:44 main:574] : INFO : Epoch 1843 | loss: 0.0311111 | val_loss: 0.031141 | Time: 1698.34 ms [2021-07-04 20:55:46 main:574] : INFO : Epoch 1844 | loss: 0.0311103 | val_loss: 0.0311396 | Time: 1722.02 ms [2021-07-04 20:55:47 main:574] : INFO : Epoch 1845 | loss: 0.03111 | val_loss: 0.0311454 | Time: 1723.07 ms [2021-07-04 20:55:49 main:574] : INFO : Epoch 1846 | loss: 0.0311111 | val_loss: 0.0311422 | Time: 1729.17 ms [2021-07-04 20:55:51 main:574] : INFO : Epoch 1847 | loss: 0.0311124 | val_loss: 0.0311448 | Time: 1727.03 ms [2021-07-04 20:55:53 main:574] : INFO : Epoch 1848 | loss: 0.0311097 | val_loss: 0.0311444 | Time: 1740.96 ms [2021-07-04 20:55:54 main:574] : INFO : Epoch 1849 | loss: 0.0311102 | val_loss: 0.0311409 | Time: 1726.17 ms [2021-07-04 20:55:56 main:574] : INFO : Epoch 1850 | loss: 0.0311097 | val_loss: 0.0311445 | Time: 1738.4 ms [2021-07-04 20:55:58 main:574] : INFO : Epoch 1851 | loss: 0.0311104 | val_loss: 0.0311422 | Time: 1719.87 ms [2021-07-04 20:55:59 main:574] : INFO : Epoch 1852 | loss: 0.0311132 | val_loss: 0.0311367 | Time: 1744.36 ms [2021-07-04 20:56:01 main:574] : INFO : Epoch 1853 | loss: 0.0311148 | val_loss: 0.0311364 | Time: 1825.8 ms [2021-07-04 20:56:03 main:574] : INFO : Epoch 1854 | loss: 0.0311161 | val_loss: 0.0311359 | Time: 1794.92 ms [2021-07-04 20:56:05 main:574] : INFO : Epoch 1855 | loss: 0.031118 | val_loss: 0.0311465 | Time: 1726.64 ms [2021-07-04 20:56:07 main:574] : INFO : Epoch 1856 | loss: 0.0311349 | val_loss: 0.0311412 | Time: 1728.02 ms [2021-07-04 20:56:08 main:574] : INFO : Epoch 1857 | loss: 0.0311239 | val_loss: 0.0311428 | Time: 1748.61 ms [2021-07-04 20:56:10 main:574] : INFO : Epoch 1858 | loss: 0.0311198 | val_loss: 0.0311387 | Time: 1716.74 ms [2021-07-04 20:56:12 main:574] : INFO : Epoch 1859 | loss: 0.0311157 | val_loss: 0.0311415 | Time: 1693.87 ms [2021-07-04 20:56:13 main:574] : INFO : Epoch 1860 | loss: 0.0311135 | val_loss: 0.0311394 | Time: 1725.65 ms [2021-07-04 20:56:15 main:574] : INFO : Epoch 1861 | loss: 0.0311128 | val_loss: 0.0311381 | Time: 1678.67 ms [2021-07-04 20:56:17 main:574] : INFO : Epoch 1862 | loss: 0.0311149 | val_loss: 0.0311436 | Time: 1710.58 ms [2021-07-04 20:56:19 main:574] : INFO : Epoch 1863 | loss: 0.0311131 | val_loss: 0.0311398 | Time: 1726.16 ms [2021-07-04 20:56:20 main:574] : INFO : Epoch 1864 | loss: 0.0311119 | val_loss: 0.0311467 | Time: 1718.57 ms [2021-07-04 20:56:22 main:574] : INFO : Epoch 1865 | loss: 0.0311128 | val_loss: 0.0311364 | Time: 1729.75 ms [2021-07-04 20:56:24 main:574] : INFO : Epoch 1866 | loss: 0.0311112 | val_loss: 0.0311387 | Time: 1768.23 ms [2021-07-04 20:56:26 main:574] : INFO : Epoch 1867 | loss: 0.0311075 | val_loss: 0.0311392 | Time: 1754.48 ms [2021-07-04 20:56:27 main:574] : INFO : Epoch 1868 | loss: 0.0311068 | val_loss: 0.0311389 | Time: 1717.09 ms [2021-07-04 20:56:29 main:574] : INFO : Epoch 1869 | loss: 0.0311063 | val_loss: 0.031138 | Time: 1677.3 ms [2021-07-04 20:56:31 main:574] : INFO : Epoch 1870 | loss: 0.031106 | val_loss: 0.0311542 | Time: 1713.34 ms [2021-07-04 20:56:32 main:574] : INFO : Epoch 1871 | loss: 0.0311114 | val_loss: 0.0311419 | Time: 1723.1 ms [2021-07-04 20:56:34 main:574] : INFO : Epoch 1872 | loss: 0.0311048 | val_loss: 0.0311401 | Time: 1715.89 ms [2021-07-04 20:56:36 main:574] : INFO : Epoch 1873 | loss: 0.0311042 | val_loss: 0.0311411 | Time: 1735.47 ms [2021-07-04 20:56:38 main:574] : INFO : Epoch 1874 | loss: 0.0311057 | val_loss: 0.0311404 | Time: 1741.66 ms [2021-07-04 20:56:39 main:574] : INFO : Epoch 1875 | loss: 0.0311094 | val_loss: 0.0311503 | Time: 1690.78 ms [2021-07-04 20:56:41 main:574] : INFO : Epoch 1876 | loss: 0.031107 | val_loss: 0.0311395 | Time: 1746.69 ms [2021-07-04 20:56:43 main:574] : INFO : Epoch 1877 | loss: 0.0311053 | val_loss: 0.0311423 | Time: 1750.9 ms [2021-07-04 20:56:45 main:574] : INFO : Epoch 1878 | loss: 0.0311052 | val_loss: 0.0311505 | Time: 1737.15 ms [2021-07-04 20:56:46 main:574] : INFO : Epoch 1879 | loss: 0.0311044 | val_loss: 0.031139 | Time: 1721.3 ms [2021-07-04 20:56:48 main:574] : INFO : Epoch 1880 | loss: 0.0311037 | val_loss: 0.031143 | Time: 1698.14 ms [2021-07-04 20:56:50 main:574] : INFO : Epoch 1881 | loss: 0.0311052 | val_loss: 0.0311421 | Time: 1709.23 ms [2021-07-04 20:56:51 main:574] : INFO : Epoch 1882 | loss: 0.0311062 | val_loss: 0.0311381 | Time: 1686.12 ms [2021-07-04 20:56:53 main:574] : INFO : Epoch 1883 | loss: 0.0311049 | val_loss: 0.0311406 | Time: 1683.17 ms [2021-07-04 20:56:55 main:574] : INFO : Epoch 1884 | loss: 0.0311042 | val_loss: 0.0311417 | Time: 1688.41 ms [2021-07-04 20:56:57 main:574] : INFO : Epoch 1885 | loss: 0.0311118 | val_loss: 0.0311517 | Time: 1747.29 ms [2021-07-04 20:56:58 main:574] : INFO : Epoch 1886 | loss: 0.0311161 | val_loss: 0.0311397 | Time: 1735.02 ms [2021-07-04 20:57:00 main:574] : INFO : Epoch 1887 | loss: 0.031112 | val_loss: 0.0311405 | Time: 1732.59 ms [2021-07-04 20:57:02 main:574] : INFO : Epoch 1888 | loss: 0.0311104 | val_loss: 0.0311445 | Time: 1728.93 ms [2021-07-04 20:57:04 main:574] : INFO : Epoch 1889 | loss: 0.0311099 | val_loss: 0.0311493 | Time: 1711.61 ms [2021-07-04 20:57:05 main:574] : INFO : Epoch 1890 | loss: 0.0311058 | val_loss: 0.0311384 | Time: 1718.18 ms [2021-07-04 20:57:07 main:574] : INFO : Epoch 1891 | loss: 0.0311025 | val_loss: 0.0311365 | Time: 1708.97 ms [2021-07-04 20:57:09 main:574] : INFO : Epoch 1892 | loss: 0.0311025 | val_loss: 0.0311406 | Time: 1695.8 ms [2021-07-04 20:57:10 main:574] : INFO : Epoch 1893 | loss: 0.0311015 | val_loss: 0.0311425 | Time: 1679.35 ms [2021-07-04 20:57:12 main:574] : INFO : Epoch 1894 | loss: 0.0311007 | val_loss: 0.0311404 | Time: 1697.98 ms [2021-07-04 20:57:14 main:574] : INFO : Epoch 1895 | loss: 0.0310996 | val_loss: 0.0311443 | Time: 1716.31 ms [2021-07-04 20:57:15 main:574] : INFO : Epoch 1896 | loss: 0.0310999 | val_loss: 0.0311427 | Time: 1720.99 ms [2021-07-04 20:57:17 main:574] : INFO : Epoch 1897 | loss: 0.031102 | val_loss: 0.0311453 | Time: 1732.38 ms [2021-07-04 20:57:19 main:574] : INFO : Epoch 1898 | loss: 0.0311006 | val_loss: 0.0311517 | Time: 1756.71 ms [2021-07-04 20:57:21 main:574] : INFO : Epoch 1899 | loss: 0.0310976 | val_loss: 0.0311494 | Time: 1741.79 ms [2021-07-04 20:57:22 main:574] : INFO : Epoch 1900 | loss: 0.0310973 | val_loss: 0.0311476 | Time: 1755.75 ms [2021-07-04 20:57:24 main:574] : INFO : Epoch 1901 | loss: 0.0310988 | val_loss: 0.0311515 | Time: 1742.02 ms [2021-07-04 20:57:26 main:574] : INFO : Epoch 1902 | loss: 0.0311005 | val_loss: 0.0311442 | Time: 1720.43 ms [2021-07-04 20:57:28 main:574] : INFO : Epoch 1903 | loss: 0.0311008 | val_loss: 0.0311439 | Time: 1737.22 ms [2021-07-04 20:57:29 main:574] : INFO : Epoch 1904 | loss: 0.0311011 | val_loss: 0.0311457 | Time: 1724.08 ms [2021-07-04 20:57:31 main:574] : INFO : Epoch 1905 | loss: 0.0310978 | val_loss: 0.0311439 | Time: 1714.22 ms [2021-07-04 20:57:33 main:574] : INFO : Epoch 1906 | loss: 0.0310983 | val_loss: 0.0311463 | Time: 1723.54 ms [2021-07-04 20:57:35 main:574] : INFO : Epoch 1907 | loss: 0.0310958 | val_loss: 0.0311463 | Time: 1727.1 ms [2021-07-04 20:57:36 main:574] : INFO : Epoch 1908 | loss: 0.0310996 | val_loss: 0.031149 | Time: 1733.72 ms [2021-07-04 20:57:38 main:574] : INFO : Epoch 1909 | loss: 0.0311039 | val_loss: 0.0311379 | Time: 1713.07 ms [2021-07-04 20:57:40 main:574] : INFO : Epoch 1910 | loss: 0.031099 | val_loss: 0.0311492 | Time: 1738.99 ms [2021-07-04 20:57:42 main:574] : INFO : Epoch 1911 | loss: 0.0311022 | val_loss: 0.0311436 | Time: 1713.22 ms [2021-07-04 20:57:43 main:574] : INFO : Epoch 1912 | loss: 0.0311024 | val_loss: 0.0311429 | Time: 1708.98 ms [2021-07-04 20:57:45 main:574] : INFO : Epoch 1913 | loss: 0.0310983 | val_loss: 0.0311437 | Time: 1702.91 ms [2021-07-04 20:57:47 main:574] : INFO : Epoch 1914 | loss: 0.0310966 | val_loss: 0.0311478 | Time: 1709.17 ms [2021-07-04 20:57:48 main:574] : INFO : Epoch 1915 | loss: 0.0310945 | val_loss: 0.0311431 | Time: 1705.27 ms [2021-07-04 20:57:50 main:574] : INFO : Epoch 1916 | loss: 0.0310942 | val_loss: 0.0311473 | Time: 1686.29 ms [2021-07-04 20:57:52 main:574] : INFO : Epoch 1917 | loss: 0.0310949 | val_loss: 0.0311472 | Time: 1725.16 ms [2021-07-04 20:57:54 main:574] : INFO : Epoch 1918 | loss: 0.031094 | val_loss: 0.0311493 | Time: 1718.3 ms [2021-07-04 20:57:55 main:574] : INFO : Epoch 1919 | loss: 0.031096 | val_loss: 0.0311496 | Time: 1746.26 ms [2021-07-04 20:57:57 main:574] : INFO : Epoch 1920 | loss: 0.0310971 | val_loss: 0.0311531 | Time: 1717.88 ms [2021-07-04 20:57:59 main:574] : INFO : Epoch 1921 | loss: 0.0310981 | val_loss: 0.0311551 | Time: 1728.78 ms [2021-07-04 20:58:00 main:574] : INFO : Epoch 1922 | loss: 0.0311027 | val_loss: 0.0311514 | Time: 1751.44 ms [2021-07-04 20:58:02 main:574] : INFO : Epoch 1923 | loss: 0.0310951 | val_loss: 0.031153 | Time: 1740.32 ms [2021-07-04 20:58:04 main:574] : INFO : Epoch 1924 | loss: 0.0310965 | val_loss: 0.0311452 | Time: 1711.61 ms [2021-07-04 20:58:06 main:574] : INFO : Epoch 1925 | loss: 0.0310952 | val_loss: 0.0311541 | Time: 1747.21 ms [2021-07-04 20:58:07 main:574] : INFO : Epoch 1926 | loss: 0.0310948 | val_loss: 0.0311442 | Time: 1674.72 ms [2021-07-04 20:58:09 main:574] : INFO : Epoch 1927 | loss: 0.0310954 | val_loss: 0.0311444 | Time: 1656.32 ms [2021-07-04 20:58:11 main:574] : INFO : Epoch 1928 | loss: 0.0310954 | val_loss: 0.0311449 | Time: 1675.2 ms [2021-07-04 20:58:12 main:574] : INFO : Epoch 1929 | loss: 0.0310966 | val_loss: 0.0311393 | Time: 1686.31 ms [2021-07-04 20:58:14 main:574] : INFO : Epoch 1930 | loss: 0.0310953 | val_loss: 0.0311504 | Time: 1698.01 ms [2021-07-04 20:58:16 main:574] : INFO : Epoch 1931 | loss: 0.031094 | val_loss: 0.0311484 | Time: 1702.81 ms [2021-07-04 20:58:18 main:574] : INFO : Epoch 1932 | loss: 0.0310959 | val_loss: 0.0311462 | Time: 1740.81 ms [2021-07-04 20:58:19 main:574] : INFO : Epoch 1933 | loss: 0.0310923 | val_loss: 0.031148 | Time: 1709.15 ms [2021-07-04 20:58:21 main:574] : INFO : Epoch 1934 | loss: 0.0310917 | val_loss: 0.0311486 | Time: 1695.5 ms [2021-07-04 20:58:23 main:574] : INFO : Epoch 1935 | loss: 0.0310915 | val_loss: 0.0311531 | Time: 1701 ms [2021-07-04 20:58:24 main:574] : INFO : Epoch 1936 | loss: 0.0310916 | val_loss: 0.0311546 | Time: 1665.76 ms [2021-07-04 20:58:26 main:574] : INFO : Epoch 1937 | loss: 0.0310931 | val_loss: 0.0311502 | Time: 1677.82 ms [2021-07-04 20:58:28 main:574] : INFO : Epoch 1938 | loss: 0.0310923 | val_loss: 0.0311463 | Time: 1672.91 ms [2021-07-04 20:58:29 main:574] : INFO : Epoch 1939 | loss: 0.0310937 | val_loss: 0.031147 | Time: 1716.58 ms [2021-07-04 20:58:31 main:574] : INFO : Epoch 1940 | loss: 0.0310929 | val_loss: 0.031149 | Time: 1724.58 ms [2021-07-04 20:58:33 main:574] : INFO : Epoch 1941 | loss: 0.0310939 | val_loss: 0.0311461 | Time: 1736.98 ms [2021-07-04 20:58:35 main:574] : INFO : Epoch 1942 | loss: 0.0310928 | val_loss: 0.0311444 | Time: 1732.89 ms [2021-07-04 20:58:36 main:574] : INFO : Epoch 1943 | loss: 0.0310909 | val_loss: 0.0311513 | Time: 1732.06 ms [2021-07-04 20:58:38 main:574] : INFO : Epoch 1944 | loss: 0.0310933 | val_loss: 0.031149 | Time: 1762.25 ms [2021-07-04 20:58:40 main:574] : INFO : Epoch 1945 | loss: 0.0310896 | val_loss: 0.0311441 | Time: 1689.95 ms [2021-07-04 20:58:42 main:574] : INFO : Epoch 1946 | loss: 0.0310915 | val_loss: 0.0311502 | Time: 1711.64 ms [2021-07-04 20:58:43 main:574] : INFO : Epoch 1947 | loss: 0.0310907 | val_loss: 0.0311494 | Time: 1690.61 ms [2021-07-04 20:58:45 main:574] : INFO : Epoch 1948 | loss: 0.0310959 | val_loss: 0.0311581 | Time: 1719.17 ms [2021-07-04 20:58:47 main:574] : INFO : Epoch 1949 | loss: 0.031099 | val_loss: 0.0311478 | Time: 1710.11 ms [2021-07-04 20:58:48 main:574] : INFO : Epoch 1950 | loss: 0.0310963 | val_loss: 0.0311426 | Time: 1666.15 ms [2021-07-04 20:58:50 main:574] : INFO : Epoch 1951 | loss: 0.0310919 | val_loss: 0.0311466 | Time: 1702.97 ms [2021-07-04 20:58:52 main:574] : INFO : Epoch 1952 | loss: 0.0310894 | val_loss: 0.0311474 | Time: 1725.08 ms [2021-07-04 20:58:54 main:574] : INFO : Epoch 1953 | loss: 0.0310894 | val_loss: 0.0311448 | Time: 1723.6 ms [2021-07-04 20:58:55 main:574] : INFO : Epoch 1954 | loss: 0.0310917 | val_loss: 0.0311387 | Time: 1747.08 ms [2021-07-04 20:58:57 main:574] : INFO : Epoch 1955 | loss: 0.0310892 | val_loss: 0.0311456 | Time: 1735.02 ms [2021-07-04 20:58:59 main:574] : INFO : Epoch 1956 | loss: 0.0310895 | val_loss: 0.0311508 | Time: 1726.59 ms [2021-07-04 20:59:00 main:574] : INFO : Epoch 1957 | loss: 0.0310914 | val_loss: 0.0311466 | Time: 1740.9 ms [2021-07-04 20:59:02 main:574] : INFO : Epoch 1958 | loss: 0.0310885 | val_loss: 0.0311459 | Time: 1727.36 ms [2021-07-04 20:59:04 main:574] : INFO : Epoch 1959 | loss: 0.0310902 | val_loss: 0.0311478 | Time: 1713.98 ms [2021-07-04 20:59:06 main:574] : INFO : Epoch 1960 | loss: 0.0310924 | val_loss: 0.0311409 | Time: 1681.87 ms [2021-07-04 20:59:07 main:574] : INFO : Epoch 1961 | loss: 0.0310942 | val_loss: 0.0311423 | Time: 1739.78 ms [2021-07-04 20:59:09 main:574] : INFO : Epoch 1962 | loss: 0.0310946 | val_loss: 0.0311442 | Time: 1710.31 ms [2021-07-04 20:59:11 main:574] : INFO : Epoch 1963 | loss: 0.0310919 | val_loss: 0.0311468 | Time: 1728.5 ms [2021-07-04 20:59:13 main:574] : INFO : Epoch 1964 | loss: 0.0310913 | val_loss: 0.0311474 | Time: 1723.57 ms [2021-07-04 20:59:14 main:574] : INFO : Epoch 1965 | loss: 0.0310905 | val_loss: 0.0311465 | Time: 1737.46 ms [2021-07-04 20:59:16 main:574] : INFO : Epoch 1966 | loss: 0.0310893 | val_loss: 0.0311551 | Time: 1696.17 ms [2021-07-04 20:59:18 main:574] : INFO : Epoch 1967 | loss: 0.0310896 | val_loss: 0.0311529 | Time: 1723.31 ms [2021-07-04 20:59:19 main:574] : INFO : Epoch 1968 | loss: 0.031087 | val_loss: 0.0311546 | Time: 1717.99 ms [2021-07-04 20:59:21 main:574] : INFO : Epoch 1969 | loss: 0.0310871 | val_loss: 0.0311475 | Time: 1720.26 ms [2021-07-04 20:59:23 main:574] : INFO : Epoch 1970 | loss: 0.0310877 | val_loss: 0.0311497 | Time: 1697.97 ms [2021-07-04 20:59:25 main:574] : INFO : Epoch 1971 | loss: 0.0310849 | val_loss: 0.0311562 | Time: 1736.1 ms [2021-07-04 20:59:26 main:574] : INFO : Epoch 1972 | loss: 0.0310879 | val_loss: 0.031148 | Time: 1732.8 ms [2021-07-04 20:59:28 main:574] : INFO : Epoch 1973 | loss: 0.0310904 | val_loss: 0.0311446 | Time: 1720.06 ms [2021-07-04 20:59:30 main:574] : INFO : Epoch 1974 | loss: 0.031093 | val_loss: 0.0311594 | Time: 1712.47 ms [2021-07-04 20:59:32 main:574] : INFO : Epoch 1975 | loss: 0.0310902 | val_loss: 0.0311534 | Time: 1728.11 ms [2021-07-04 20:59:33 main:574] : INFO : Epoch 1976 | loss: 0.0310876 | val_loss: 0.031153 | Time: 1742.23 ms [2021-07-04 20:59:35 main:574] : INFO : Epoch 1977 | loss: 0.0310888 | val_loss: 0.0311512 | Time: 1719.14 ms [2021-07-04 20:59:37 main:574] : INFO : Epoch 1978 | loss: 0.0310873 | val_loss: 0.0311624 | Time: 1695.38 ms [2021-07-04 20:59:38 main:574] : INFO : Epoch 1979 | loss: 0.031088 | val_loss: 0.0311567 | Time: 1702.81 ms [2021-07-04 20:59:40 main:574] : INFO : Epoch 1980 | loss: 0.0310867 | val_loss: 0.0311547 | Time: 1732.62 ms [2021-07-04 20:59:42 main:574] : INFO : Epoch 1981 | loss: 0.0310869 | val_loss: 0.0311467 | Time: 1700.14 ms [2021-07-04 20:59:44 main:574] : INFO : Epoch 1982 | loss: 0.0310852 | val_loss: 0.0311497 | Time: 1725.7 ms [2021-07-04 20:59:45 main:574] : INFO : Epoch 1983 | loss: 0.0310879 | val_loss: 0.0311438 | Time: 1703.82 ms [2021-07-04 20:59:47 main:574] : INFO : Epoch 1984 | loss: 0.0310869 | val_loss: 0.031151 | Time: 1705.7 ms [2021-07-04 20:59:49 main:574] : INFO : Epoch 1985 | loss: 0.0310939 | val_loss: 0.0311546 | Time: 1693.78 ms [2021-07-04 20:59:50 main:574] : INFO : Epoch 1986 | loss: 0.0310934 | val_loss: 0.0311478 | Time: 1739.65 ms [2021-07-04 20:59:52 main:574] : INFO : Epoch 1987 | loss: 0.0310861 | val_loss: 0.0311476 | Time: 1738.02 ms [2021-07-04 20:59:54 main:574] : INFO : Epoch 1988 | loss: 0.0310872 | val_loss: 0.0311464 | Time: 1729.44 ms [2021-07-04 20:59:56 main:574] : INFO : Epoch 1989 | loss: 0.0310879 | val_loss: 0.0311416 | Time: 1711.33 ms [2021-07-04 20:59:57 main:574] : INFO : Epoch 1990 | loss: 0.0310873 | val_loss: 0.0311511 | Time: 1691.66 ms [2021-07-04 20:59:59 main:574] : INFO : Epoch 1991 | loss: 0.031084 | val_loss: 0.0311457 | Time: 1734.3 ms [2021-07-04 21:00:01 main:574] : INFO : Epoch 1992 | loss: 0.0310855 | val_loss: 0.0311507 | Time: 1729.1 ms [2021-07-04 21:00:02 main:574] : INFO : Epoch 1993 | loss: 0.0310872 | val_loss: 0.031146 | Time: 1692.56 ms [2021-07-04 21:00:04 main:574] : INFO : Epoch 1994 | loss: 0.0310865 | val_loss: 0.0311464 | Time: 1705.07 ms [2021-07-04 21:00:06 main:574] : INFO : Epoch 1995 | loss: 0.0310838 | val_loss: 0.031141 | Time: 1704.69 ms [2021-07-04 21:00:08 main:574] : INFO : Epoch 1996 | loss: 0.0310852 | val_loss: 0.0311485 | Time: 1702.26 ms [2021-07-04 21:00:09 main:574] : INFO : Epoch 1997 | loss: 0.0310874 | val_loss: 0.0311437 | Time: 1693.37 ms [2021-07-04 21:00:11 main:574] : INFO : Epoch 1998 | loss: 0.0310925 | val_loss: 0.0311455 | Time: 1744.37 ms [2021-07-04 21:00:13 main:574] : INFO : Epoch 1999 | loss: 0.0310855 | val_loss: 0.0311497 | Time: 1724.13 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2080 Ti) [2021-07-04 21:53:01 main:435] : INFO : Set logging level to 1 [2021-07-04 21:53:01 main:441] : INFO : Running in BOINC Client mode [2021-07-04 21:53:01 main:444] : INFO : Resolving all filenames [2021-07-04 21:53:01 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-04 21:53:01 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625098734-30255-0_0_r246593445_1 (exists = 1) [2021-07-04 21:53:01 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625098734-30255-0_0_r246593445_0 (exists = 0) [2021-07-04 21:53:01 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-07-04 21:53:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-04 21:53:01 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-04 21:53:01 main:474] : INFO : Configuration: [2021-07-04 21:53:01 main:475] : INFO : Model type: GRU [2021-07-04 21:53:01 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-04 21:53:01 main:477] : INFO : Max Epochs: 2048 [2021-07-04 21:53:01 main:478] : INFO : Batch Size: 128 [2021-07-04 21:53:01 main:479] : INFO : Learning Rate: 0.01 [2021-07-04 21:53:01 main:480] : INFO : Patience: 10 [2021-07-04 21:53:01 main:481] : INFO : Hidden Width: 12 [2021-07-04 21:53:01 main:482] : INFO : # Recurrent Layers: 4 [2021-07-04 21:53:01 main:483] : INFO : # Backend Layers: 4 [2021-07-04 21:53:01 main:484] : INFO : # Threads: 1 [2021-07-04 21:53:01 main:486] : INFO : Preparing Dataset [2021-07-04 21:53:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-04 21:53:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-04 21:53:03 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-04 21:53:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-04 21:53:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-04 21:53:03 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-04 21:53:03 main:494] : INFO : Creating Model [2021-07-04 21:53:03 main:507] : INFO : Preparing config file [2021-07-04 21:53:03 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-04 21:53:03 main:512] : INFO : Loading config [2021-07-04 21:53:03 main:514] : INFO : Loading state [2021-07-04 21:53:04 main:559] : INFO : Loading DataLoader into Memory [2021-07-04 21:53:04 main:562] : INFO : Starting Training [2021-07-04 21:53:07 main:574] : INFO : Epoch 2000 | loss: 0.0311335 | val_loss: 0.0311513 | Time: 2744.9 ms [2021-07-04 21:53:09 main:574] : INFO : Epoch 2001 | loss: 0.031094 | val_loss: 0.0311444 | Time: 2555.44 ms [2021-07-04 21:53:12 main:574] : INFO : Epoch 2002 | loss: 0.0310918 | val_loss: 0.0311353 | Time: 2476.45 ms [2021-07-04 21:53:15 main:574] : INFO : Epoch 2003 | loss: 0.0310895 | val_loss: 0.0311381 | Time: 2623.79 ms [2021-07-04 21:53:17 main:574] : INFO : Epoch 2004 | loss: 0.0310848 | val_loss: 0.0311396 | Time: 2574.77 ms [2021-07-04 21:53:20 main:574] : INFO : Epoch 2005 | loss: 0.0310849 | val_loss: 0.0311425 | Time: 2523.15 ms [2021-07-04 21:53:22 main:574] : INFO : Epoch 2006 | loss: 0.0310828 | val_loss: 0.0311514 | Time: 2504.52 ms [2021-07-04 21:53:25 main:574] : INFO : Epoch 2007 | loss: 0.031084 | val_loss: 0.0311513 | Time: 2520.02 ms [2021-07-04 21:53:27 main:574] : INFO : Epoch 2008 | loss: 0.0310839 | val_loss: 0.0311466 | Time: 2552.58 ms [2021-07-04 21:53:30 main:574] : INFO : Epoch 2009 | loss: 0.0310796 | val_loss: 0.0311454 | Time: 2612.97 ms [2021-07-04 21:53:32 main:574] : INFO : Epoch 2010 | loss: 0.0310796 | val_loss: 0.0311468 | Time: 2547.91 ms [2021-07-04 21:53:35 main:574] : INFO : Epoch 2011 | loss: 0.0310805 | val_loss: 0.0311448 | Time: 2533.59 ms [2021-07-04 21:53:38 main:574] : INFO : Epoch 2012 | loss: 0.0310802 | val_loss: 0.0311426 | Time: 2541.98 ms [2021-07-04 21:53:40 main:574] : INFO : Epoch 2013 | loss: 0.0310778 | val_loss: 0.0311466 | Time: 2575.57 ms [2021-07-04 21:53:43 main:574] : INFO : Epoch 2014 | loss: 0.031081 | val_loss: 0.0311475 | Time: 2613.21 ms [2021-07-04 21:53:45 main:574] : INFO : Epoch 2015 | loss: 0.0310807 | val_loss: 0.0311521 | Time: 2525.29 ms [2021-07-04 21:53:48 main:574] : INFO : Epoch 2016 | loss: 0.0310827 | val_loss: 0.0311466 | Time: 2616.19 ms [2021-07-04 21:53:50 main:574] : INFO : Epoch 2017 | loss: 0.0310861 | val_loss: 0.0311472 | Time: 2552.49 ms [2021-07-04 21:53:53 main:574] : INFO : Epoch 2018 | loss: 0.0310841 | val_loss: 0.031159 | Time: 2535.64 ms [2021-07-04 21:53:56 main:574] : INFO : Epoch 2019 | loss: 0.0310824 | val_loss: 0.0311482 | Time: 2561.93 ms [2021-07-04 21:53:58 main:574] : INFO : Epoch 2020 | loss: 0.0310824 | val_loss: 0.0311484 | Time: 2571.08 ms [2021-07-04 21:54:01 main:574] : INFO : Epoch 2021 | loss: 0.0310798 | val_loss: 0.0311582 | Time: 2571.44 ms [2021-07-04 21:54:03 main:574] : INFO : Epoch 2022 | loss: 0.0310807 | val_loss: 0.0311467 | Time: 2500.85 ms [2021-07-04 21:54:06 main:574] : INFO : Epoch 2023 | loss: 0.0310838 | val_loss: 0.0311524 | Time: 2524.86 ms [2021-07-04 21:54:08 main:574] : INFO : Epoch 2024 | loss: 0.0310843 | val_loss: 0.0311579 | Time: 2556.41 ms [2021-07-04 21:54:11 main:574] : INFO : Epoch 2025 | loss: 0.0310828 | val_loss: 0.0311525 | Time: 2573.17 ms [2021-07-04 21:54:13 main:574] : INFO : Epoch 2026 | loss: 0.0310846 | val_loss: 0.0311362 | Time: 2560.33 ms [2021-07-04 21:54:16 main:574] : INFO : Epoch 2027 | loss: 0.0310919 | val_loss: 0.0311418 | Time: 2546.86 ms [2021-07-04 21:54:19 main:574] : INFO : Epoch 2028 | loss: 0.0310864 | val_loss: 0.0311437 | Time: 2560.24 ms [2021-07-04 21:54:21 main:574] : INFO : Epoch 2029 | loss: 0.031085 | val_loss: 0.0311434 | Time: 2561.35 ms [2021-07-04 21:54:24 main:574] : INFO : Epoch 2030 | loss: 0.0310824 | val_loss: 0.0311425 | Time: 2590.05 ms [2021-07-04 21:54:26 main:574] : INFO : Epoch 2031 | loss: 0.0310856 | val_loss: 0.031143 | Time: 2503.26 ms [2021-07-04 21:54:29 main:574] : INFO : Epoch 2032 | loss: 0.0310845 | val_loss: 0.0311411 | Time: 2581.95 ms [2021-07-04 21:54:31 main:574] : INFO : Epoch 2033 | loss: 0.0310862 | val_loss: 0.0311396 | Time: 2521.67 ms [2021-07-04 21:54:34 main:574] : INFO : Epoch 2034 | loss: 0.0310828 | val_loss: 0.0311453 | Time: 2593.11 ms [2021-07-04 21:54:37 main:574] : INFO : Epoch 2035 | loss: 0.0310789 | val_loss: 0.0311461 | Time: 2568.93 ms [2021-07-04 21:54:39 main:574] : INFO : Epoch 2036 | loss: 0.0310775 | val_loss: 0.0311471 | Time: 2550.71 ms [2021-07-04 21:54:42 main:574] : INFO : Epoch 2037 | loss: 0.0310796 | val_loss: 0.0311512 | Time: 2506.09 ms [2021-07-04 21:54:44 main:574] : INFO : Epoch 2038 | loss: 0.0310797 | val_loss: 0.0311564 | Time: 2524.9 ms [2021-07-04 21:54:47 main:574] : INFO : Epoch 2039 | loss: 0.0310817 | val_loss: 0.0311419 | Time: 2502.86 ms [2021-07-04 21:54:49 main:574] : INFO : Epoch 2040 | loss: 0.0310819 | val_loss: 0.0311413 | Time: 2429.57 ms [2021-07-04 21:54:52 main:574] : INFO : Epoch 2041 | loss: 0.0310816 | val_loss: 0.031144 | Time: 2577.52 ms [2021-07-04 21:54:54 main:574] : INFO : Epoch 2042 | loss: 0.0310812 | val_loss: 0.031151 | Time: 2541.27 ms [2021-07-04 21:54:57 main:574] : INFO : Epoch 2043 | loss: 0.0310856 | val_loss: 0.0311494 | Time: 2570.82 ms [2021-07-04 21:54:59 main:574] : INFO : Epoch 2044 | loss: 0.0310859 | val_loss: 0.0311463 | Time: 2529.06 ms [2021-07-04 21:55:02 main:574] : INFO : Epoch 2045 | loss: 0.0310825 | val_loss: 0.0311424 | Time: 2580.06 ms [2021-07-04 21:55:04 main:574] : INFO : Epoch 2046 | loss: 0.0310816 | val_loss: 0.0311466 | Time: 2525.43 ms [2021-07-04 21:55:07 main:574] : INFO : Epoch 2047 | loss: 0.0310817 | val_loss: 0.0311471 | Time: 2504.15 ms [2021-07-04 21:55:10 main:574] : INFO : Epoch 2048 | loss: 0.03108 | val_loss: 0.0311482 | Time: 2595.85 ms [2021-07-04 21:55:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311482 [2021-07-04 21:55:10 main:603] : INFO : Saving end state to config to file [2021-07-04 21:55:10 main:608] : INFO : Success, exiting.. 21:55:10 (27368): 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)