Task 7144889
| Name | ParityModified-1630356619-17863-2_0 |
| Workunit | 4845154 |
| Created | 5 Sep 2021, 13:19:56 UTC |
| Sent | 5 Sep 2021, 23:46:29 UTC |
| Report deadline | 12 Sep 2021, 23:46:29 UTC |
| Received | 6 Sep 2021, 1:58:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6746 |
| Run time | 1 hours 5 min 52 sec |
| CPU time | 1 hours 1 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,733.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311119 | val_loss: 0.0311781 | Time: 1798.52 ms
[2021-09-06 02:59:05 main:574] : INFO : Epoch 1543 | loss: 0.0311216 | val_loss: 0.0311639 | Time: 1803.77 ms
[2021-09-06 02:59:07 main:574] : INFO : Epoch 1544 | loss: 0.0311175 | val_loss: 0.0311669 | Time: 1785.95 ms
[2021-09-06 02:59:09 main:574] : INFO : Epoch 1545 | loss: 0.03111 | val_loss: 0.0311644 | Time: 1799.84 ms
[2021-09-06 02:59:10 main:574] : INFO : Epoch 1546 | loss: 0.0311121 | val_loss: 0.0311623 | Time: 1789.65 ms
[2021-09-06 02:59:12 main:574] : INFO : Epoch 1547 | loss: 0.0311101 | val_loss: 0.0311628 | Time: 1848.56 ms
[2021-09-06 02:59:14 main:574] : INFO : Epoch 1548 | loss: 0.0311081 | val_loss: 0.0311669 | Time: 1814.13 ms
[2021-09-06 02:59:16 main:574] : INFO : Epoch 1549 | loss: 0.0311116 | val_loss: 0.0311594 | Time: 1791.82 ms
[2021-09-06 02:59:18 main:574] : INFO : Epoch 1550 | loss: 0.0311109 | val_loss: 0.0311656 | Time: 1853.76 ms
[2021-09-06 02:59:19 main:574] : INFO : Epoch 1551 | loss: 0.0311107 | val_loss: 0.0311686 | Time: 1841.16 ms
[2021-09-06 02:59:21 main:574] : INFO : Epoch 1552 | loss: 0.0311105 | val_loss: 0.0311626 | Time: 1798.48 ms
[2021-09-06 02:59:23 main:574] : INFO : Epoch 1553 | loss: 0.0311095 | val_loss: 0.0311657 | Time: 1786.12 ms
[2021-09-06 02:59:25 main:574] : INFO : Epoch 1554 | loss: 0.0311083 | val_loss: 0.0311614 | Time: 1773.17 ms
[2021-09-06 02:59:27 main:574] : INFO : Epoch 1555 | loss: 0.0311091 | val_loss: 0.0311695 | Time: 1795.36 ms
[2021-09-06 02:59:28 main:574] : INFO : Epoch 1556 | loss: 0.0311149 | val_loss: 0.031158 | Time: 1790.45 ms
[2021-09-06 02:59:30 main:574] : INFO : Epoch 1557 | loss: 0.0311157 | val_loss: 0.0311726 | Time: 1837.52 ms
[2021-09-06 02:59:32 main:574] : INFO : Epoch 1558 | loss: 0.0311162 | val_loss: 0.031167 | Time: 1825.02 ms
[2021-09-06 02:59:34 main:574] : INFO : Epoch 1559 | loss: 0.0311125 | val_loss: 0.0311602 | Time: 1768.86 ms
[2021-09-06 02:59:36 main:574] : INFO : Epoch 1560 | loss: 0.031108 | val_loss: 0.0311686 | Time: 1730.09 ms
[2021-09-06 02:59:37 main:574] : INFO : Epoch 1561 | loss: 0.0311107 | val_loss: 0.0311681 | Time: 1734.22 ms
[2021-09-06 02:59:39 main:574] : INFO : Epoch 1562 | loss: 0.031109 | val_loss: 0.0311669 | Time: 1707.91 ms
[2021-09-06 02:59:41 main:574] : INFO : Epoch 1563 | loss: 0.0311088 | val_loss: 0.0311605 | Time: 1775.2 ms
[2021-09-06 02:59:43 main:574] : INFO : Epoch 1564 | loss: 0.0311051 | val_loss: 0.031166 | Time: 1769.89 ms
[2021-09-06 02:59:44 main:574] : INFO : Epoch 1565 | loss: 0.0311113 | val_loss: 0.0311624 | Time: 1740.21 ms
[2021-09-06 02:59:46 main:574] : INFO : Epoch 1566 | loss: 0.0311121 | val_loss: 0.0311667 | Time: 1708.46 ms
[2021-09-06 02:59:48 main:574] : INFO : Epoch 1567 | loss: 0.0311091 | val_loss: 0.0311646 | Time: 1696.6 ms
[2021-09-06 02:59:49 main:574] : INFO : Epoch 1568 | loss: 0.0311221 | val_loss: 0.0311636 | Time: 1703.91 ms
[2021-09-06 02:59:51 main:574] : INFO : Epoch 1569 | loss: 0.0311275 | val_loss: 0.0311646 | Time: 1698.41 ms
[2021-09-06 02:59:53 main:574] : INFO : Epoch 1570 | loss: 0.0311249 | val_loss: 0.0311669 | Time: 1706.09 ms
[2021-09-06 02:59:55 main:574] : INFO : Epoch 1571 | loss: 0.031133 | val_loss: 0.0311569 | Time: 2100.31 ms
[2021-09-06 02:59:57 main:574] : INFO : Epoch 1572 | loss: 0.0311299 | val_loss: 0.031162 | Time: 1764.16 ms
[2021-09-06 02:59:59 main:574] : INFO : Epoch 1573 | loss: 0.0311271 | val_loss: 0.0311682 | Time: 1779.31 ms
[2021-09-06 03:00:00 main:574] : INFO : Epoch 1574 | loss: 0.0311227 | val_loss: 0.0311609 | Time: 1919.91 ms
[2021-09-06 03:00:02 main:574] : INFO : Epoch 1575 | loss: 0.0311204 | val_loss: 0.0311628 | Time: 1883.69 ms
[2021-09-06 03:00:04 main:574] : INFO : Epoch 1576 | loss: 0.031121 | val_loss: 0.0311694 | Time: 1703.34 ms
[2021-09-06 03:00:06 main:574] : INFO : Epoch 1577 | loss: 0.0311274 | val_loss: 0.0311692 | Time: 1703.3 ms
[2021-09-06 03:00:08 main:574] : INFO : Epoch 1578 | loss: 0.0311318 | val_loss: 0.0311707 | Time: 1822.99 ms
[2021-09-06 03:00:09 main:574] : INFO : Epoch 1579 | loss: 0.0311269 | val_loss: 0.0311641 | Time: 1706.37 ms
[2021-09-06 03:00:11 main:574] : INFO : Epoch 1580 | loss: 0.0311223 | val_loss: 0.0311674 | Time: 1751.32 ms
[2021-09-06 03:00:13 main:574] : INFO : Epoch 1581 | loss: 0.0311298 | val_loss: 0.031158 | Time: 1683.29 ms
[2021-09-06 03:00:15 main:574] : INFO : Epoch 1582 | loss: 0.0311283 | val_loss: 0.0311583 | Time: 1722.27 ms
[2021-09-06 03:00:16 main:574] : INFO : Epoch 1583 | loss: 0.0311254 | val_loss: 0.0311718 | Time: 1697.51 ms
[2021-09-06 03:00:18 main:574] : INFO : Epoch 1584 | loss: 0.0311265 | val_loss: 0.0311625 | Time: 1757.2 ms
[2021-09-06 03:00:20 main:574] : INFO : Epoch 1585 | loss: 0.0311207 | val_loss: 0.0311588 | Time: 1707.09 ms
[2021-09-06 03:00:21 main:574] : INFO : Epoch 1586 | loss: 0.0311186 | val_loss: 0.0311598 | Time: 1762.45 ms
[2021-09-06 03:00:23 main:574] : INFO : Epoch 1587 | loss: 0.0311168 | val_loss: 0.0311592 | Time: 1673.43 ms
[2021-09-06 03:00:25 main:574] : INFO : Epoch 1588 | loss: 0.0311147 | val_loss: 0.0311601 | Time: 1824.53 ms
[2021-09-06 03:00:27 main:574] : INFO : Epoch 1589 | loss: 0.0311186 | val_loss: 0.0311572 | Time: 1786.76 ms
[2021-09-06 03:00:28 main:574] : INFO : Epoch 1590 | loss: 0.0311162 | val_loss: 0.0311686 | Time: 1734.15 ms
[2021-09-06 03:00:30 main:574] : INFO : Epoch 1591 | loss: 0.0311132 | val_loss: 0.0311644 | Time: 1767.75 ms
[2021-09-06 03:00:32 main:574] : INFO : Epoch 1592 | loss: 0.0311147 | val_loss: 0.0311642 | Time: 1700.65 ms
[2021-09-06 03:00:34 main:574] : INFO : Epoch 1593 | loss: 0.0311155 | val_loss: 0.0311631 | Time: 1836.91 ms
[2021-09-06 03:00:36 main:574] : INFO : Epoch 1594 | loss: 0.0311149 | val_loss: 0.0311639 | Time: 1771.71 ms
[2021-09-06 03:00:37 main:574] : INFO : Epoch 1595 | loss: 0.0311163 | val_loss: 0.0311718 | Time: 1704.44 ms
[2021-09-06 03:00:39 main:574] : INFO : Epoch 1596 | loss: 0.0311171 | val_loss: 0.0311621 | Time: 1802.74 ms
[2021-09-06 03:00:41 main:574] : INFO : Epoch 1597 | loss: 0.0311183 | val_loss: 0.0311683 | Time: 1719.6 ms
[2021-09-06 03:00:43 main:574] : INFO : Epoch 1598 | loss: 0.0311185 | val_loss: 0.0311687 | Time: 1781.36 ms
[2021-09-06 03:00:44 main:574] : INFO : Epoch 1599 | loss: 0.0311256 | val_loss: 0.0311658 | Time: 1773.07 ms
[2021-09-06 03:00:46 main:574] : INFO : Epoch 1600 | loss: 0.0311223 | val_loss: 0.0311654 | Time: 1778.06 ms
[2021-09-06 03:00:48 main:574] : INFO : Epoch 1601 | loss: 0.0311171 | val_loss: 0.0311613 | Time: 1706.35 ms
[2021-09-06 03:00:50 main:574] : INFO : Epoch 1602 | loss: 0.0311163 | val_loss: 0.0311663 | Time: 1728.69 ms
[2021-09-06 03:00:51 main:574] : INFO : Epoch 1603 | loss: 0.0311152 | val_loss: 0.0311683 | Time: 1756.8 ms
[2021-09-06 03:00:53 main:574] : INFO : Epoch 1604 | loss: 0.0311129 | val_loss: 0.0311627 | Time: 1697.9 ms
[2021-09-06 03:00:55 main:574] : INFO : Epoch 1605 | loss: 0.0311153 | val_loss: 0.031166 | Time: 1768.58 ms
[2021-09-06 03:00:57 main:574] : INFO : Epoch 1606 | loss: 0.03112 | val_loss: 0.0311682 | Time: 1709.41 ms
[2021-09-06 03:00:58 main:574] : INFO : Epoch 1607 | loss: 0.0311246 | val_loss: 0.0311663 | Time: 1701.16 ms
[2021-09-06 03:01:00 main:574] : INFO : Epoch 1608 | loss: 0.0311237 | val_loss: 0.031167 | Time: 1791.32 ms
[2021-09-06 03:01:02 main:574] : INFO : Epoch 1609 | loss: 0.0311164 | val_loss: 0.031167 | Time: 1815.78 ms
[2021-09-06 03:01:04 main:574] : INFO : Epoch 1610 | loss: 0.0311182 | val_loss: 0.0311645 | Time: 1759.3 ms
[2021-09-06 03:01:05 main:574] : INFO : Epoch 1611 | loss: 0.0311203 | val_loss: 0.0311675 | Time: 1811.07 ms
[2021-09-06 03:01:07 main:574] : INFO : Epoch 1612 | loss: 0.0311211 | val_loss: 0.0311692 | Time: 1704.14 ms
[2021-09-06 03:01:09 main:574] : INFO : Epoch 1613 | loss: 0.0311181 | val_loss: 0.0311742 | Time: 1703.79 ms
[2021-09-06 03:01:10 main:574] : INFO : Epoch 1614 | loss: 0.0311181 | val_loss: 0.0311613 | Time: 1679.06 ms
[2021-09-06 03:01:12 main:574] : INFO : Epoch 1615 | loss: 0.0311143 | val_loss: 0.0311678 | Time: 1739.69 ms
[2021-09-06 03:01:14 main:574] : INFO : Epoch 1616 | loss: 0.0311125 | val_loss: 0.0311602 | Time: 1792.55 ms
[2021-09-06 03:01:16 main:574] : INFO : Epoch 1617 | loss: 0.0311131 | val_loss: 0.0311648 | Time: 1729.16 ms
[2021-09-06 03:01:17 main:574] : INFO : Epoch 1618 | loss: 0.031118 | val_loss: 0.0311623 | Time: 1718.37 ms
[2021-09-06 03:01:19 main:574] : INFO : Epoch 1619 | loss: 0.0311134 | val_loss: 0.0311631 | Time: 1752.61 ms
[2021-09-06 03:01:21 main:574] : INFO : Epoch 1620 | loss: 0.031111 | val_loss: 0.0311693 | Time: 1745.88 ms
[2021-09-06 03:01:23 main:574] : INFO : Epoch 1621 | loss: 0.0311122 | val_loss: 0.0311625 | Time: 1691.53 ms
[2021-09-06 03:01:24 main:574] : INFO : Epoch 1622 | loss: 0.0311107 | val_loss: 0.0311589 | Time: 1748.65 ms
[2021-09-06 03:01:26 main:574] : INFO : Epoch 1623 | loss: 0.0311116 | val_loss: 0.0311629 | Time: 1715.33 ms
[2021-09-06 03:01:28 main:574] : INFO : Epoch 1624 | loss: 0.0311366 | val_loss: 0.0311691 | Time: 1723.24 ms
[2021-09-06 03:01:30 main:574] : INFO : Epoch 1625 | loss: 0.031132 | val_loss: 0.0311605 | Time: 1718.2 ms
[2021-09-06 03:01:31 main:574] : INFO : Epoch 1626 | loss: 0.0311245 | val_loss: 0.0311623 | Time: 1755.12 ms
[2021-09-06 03:01:33 main:574] : INFO : Epoch 1627 | loss: 0.0311217 | val_loss: 0.031161 | Time: 1699.11 ms
[2021-09-06 03:01:35 main:574] : INFO : Epoch 1628 | loss: 0.0311194 | val_loss: 0.0311593 | Time: 1766.47 ms
[2021-09-06 03:01:37 main:574] : INFO : Epoch 1629 | loss: 0.0311181 | val_loss: 0.0311579 | Time: 1809.08 ms
[2021-09-06 03:01:38 main:574] : INFO : Epoch 1630 | loss: 0.0311153 | val_loss: 0.0311617 | Time: 1764.87 ms
[2021-09-06 03:01:40 main:574] : INFO : Epoch 1631 | loss: 0.0311133 | val_loss: 0.0311597 | Time: 1710.49 ms
[2021-09-06 03:01:42 main:574] : INFO : Epoch 1632 | loss: 0.0311107 | val_loss: 0.0311645 | Time: 1718.99 ms
[2021-09-06 03:01:44 main:574] : INFO : Epoch 1633 | loss: 0.0311127 | val_loss: 0.0311644 | Time: 1738.63 ms
[2021-09-06 03:01:45 main:574] : INFO : Epoch 1634 | loss: 0.0311166 | val_loss: 0.0311625 | Time: 1697.67 ms
[2021-09-06 03:01:47 main:574] : INFO : Epoch 1635 | loss: 0.0311202 | val_loss: 0.031157 | Time: 1719.56 ms
[2021-09-06 03:01:49 main:574] : INFO : Epoch 1636 | loss: 0.031116 | val_loss: 0.0311644 | Time: 1810.87 ms
[2021-09-06 03:01:51 main:574] : INFO : Epoch 1637 | loss: 0.0311139 | val_loss: 0.0311745 | Time: 1727.8 ms
[2021-09-06 03:01:52 main:574] : INFO : Epoch 1638 | loss: 0.0311121 | val_loss: 0.0311612 | Time: 1707.38 ms
[2021-09-06 03:01:54 main:574] : INFO : Epoch 1639 | loss: 0.031111 | val_loss: 0.0311557 | Time: 1746.65 ms
[2021-09-06 03:01:56 main:574] : INFO : Epoch 1640 | loss: 0.0311121 | val_loss: 0.0311729 | Time: 1725.78 ms
[2021-09-06 03:01:57 main:574] : INFO : Epoch 1641 | loss: 0.03111 | val_loss: 0.0311585 | Time: 1745.44 ms
[2021-09-06 03:01:59 main:574] : INFO : Epoch 1642 | loss: 0.0311107 | val_loss: 0.0311695 | Time: 1701.09 ms
[2021-09-06 03:02:01 main:574] : INFO : Epoch 1643 | loss: 0.0311101 | val_loss: 0.0311566 | Time: 1810.44 ms
[2021-09-06 03:02:03 main:574] : INFO : Epoch 1644 | loss: 0.0311075 | val_loss: 0.0311597 | Time: 1713.71 ms
[2021-09-06 03:02:04 main:574] : INFO : Epoch 1645 | loss: 0.0311073 | val_loss: 0.031165 | Time: 1749.66 ms
[2021-09-06 03:02:06 main:574] : INFO : Epoch 1646 | loss: 0.0311074 | val_loss: 0.0311626 | Time: 1717.68 ms
[2021-09-06 03:02:08 main:574] : INFO : Epoch 1647 | loss: 0.031105 | val_loss: 0.0311702 | Time: 1724.65 ms
[2021-09-06 03:02:10 main:574] : INFO : Epoch 1648 | loss: 0.0311056 | val_loss: 0.0311607 | Time: 1737.47 ms
[2021-09-06 03:02:11 main:574] : INFO : Epoch 1649 | loss: 0.0311083 | val_loss: 0.0311596 | Time: 1739.73 ms
[2021-09-06 03:02:13 main:574] : INFO : Epoch 1650 | loss: 0.0311087 | val_loss: 0.0311685 | Time: 1693.17 ms
[2021-09-06 03:02:15 main:574] : INFO : Epoch 1651 | loss: 0.0311099 | val_loss: 0.0311634 | Time: 1811.05 ms
[2021-09-06 03:02:17 main:574] : INFO : Epoch 1652 | loss: 0.0311154 | val_loss: 0.0311605 | Time: 1714.62 ms
[2021-09-06 03:02:18 main:574] : INFO : Epoch 1653 | loss: 0.0311118 | val_loss: 0.0311645 | Time: 1708.14 ms
[2021-09-06 03:02:20 main:574] : INFO : Epoch 1654 | loss: 0.0311123 | val_loss: 0.0311606 | Time: 1716.1 ms
[2021-09-06 03:02:22 main:574] : INFO : Epoch 1655 | loss: 0.0311142 | val_loss: 0.0311646 | Time: 1693.6 ms
[2021-09-06 03:02:24 main:574] : INFO : Epoch 1656 | loss: 0.0311131 | val_loss: 0.0311645 | Time: 1761.51 ms
[2021-09-06 03:02:25 main:574] : INFO : Epoch 1657 | loss: 0.031115 | val_loss: 0.0311644 | Time: 1729.67 ms
[2021-09-06 03:02:27 main:574] : INFO : Epoch 1658 | loss: 0.0311113 | val_loss: 0.0311685 | Time: 1695.13 ms
[2021-09-06 03:02:29 main:574] : INFO : Epoch 1659 | loss: 0.0311101 | val_loss: 0.0311645 | Time: 1869.52 ms
[2021-09-06 03:02:31 main:574] : INFO : Epoch 1660 | loss: 0.0311098 | val_loss: 0.0311644 | Time: 1791.76 ms
[2021-09-06 03:02:32 main:574] : INFO : Epoch 1661 | loss: 0.0311072 | val_loss: 0.0311655 | Time: 1747.45 ms
[2021-09-06 03:02:34 main:574] : INFO : Epoch 1662 | loss: 0.0311078 | val_loss: 0.0311622 | Time: 1726.41 ms
[2021-09-06 03:02:36 main:574] : INFO : Epoch 1663 | loss: 0.0311068 | val_loss: 0.031164 | Time: 1732.3 ms
[2021-09-06 03:02:38 main:574] : INFO : Epoch 1664 | loss: 0.0311073 | val_loss: 0.0311656 | Time: 1719.96 ms
[2021-09-06 03:02:39 main:574] : INFO : Epoch 1665 | loss: 0.0311068 | val_loss: 0.0311664 | Time: 1708.35 ms
[2021-09-06 03:02:41 main:574] : INFO : Epoch 1666 | loss: 0.0311041 | val_loss: 0.0311682 | Time: 1739.32 ms
[2021-09-06 03:02:43 main:574] : INFO : Epoch 1667 | loss: 0.0311049 | val_loss: 0.0311656 | Time: 1713.14 ms
[2021-09-06 03:02:44 main:574] : INFO : Epoch 1668 | loss: 0.0311077 | val_loss: 0.0311656 | Time: 1716.49 ms
[2021-09-06 03:02:46 main:574] : INFO : Epoch 1669 | loss: 0.031108 | val_loss: 0.0311636 | Time: 1763.3 ms
[2021-09-06 03:02:48 main:574] : INFO : Epoch 1670 | loss: 0.0311137 | val_loss: 0.0311681 | Time: 1727.68 ms
[2021-09-06 03:02:50 main:574] : INFO : Epoch 1671 | loss: 0.0311134 | val_loss: 0.0311642 | Time: 1768.09 ms
[2021-09-06 03:02:51 main:574] : INFO : Epoch 1672 | loss: 0.0311056 | val_loss: 0.0311654 | Time: 1709.45 ms
[2021-09-06 03:02:53 main:574] : INFO : Epoch 1673 | loss: 0.031105 | val_loss: 0.0311684 | Time: 1696.1 ms
[2021-09-06 03:02:55 main:574] : INFO : Epoch 1674 | loss: 0.0311091 | val_loss: 0.0311669 | Time: 1718.39 ms
[2021-09-06 03:02:57 main:574] : INFO : Epoch 1675 | loss: 0.0311167 | val_loss: 0.0311715 | Time: 1760.96 ms
[2021-09-06 03:02:58 main:574] : INFO : Epoch 1676 | loss: 0.0311186 | val_loss: 0.0311613 | Time: 1713.18 ms
[2021-09-06 03:03:00 main:574] : INFO : Epoch 1677 | loss: 0.0311147 | val_loss: 0.0311688 | Time: 1712.6 ms
[2021-09-06 03:03:02 main:574] : INFO : Epoch 1678 | loss: 0.0311105 | val_loss: 0.0311651 | Time: 1698.58 ms
[2021-09-06 03:03:03 main:574] : INFO : Epoch 1679 | loss: 0.0311052 | val_loss: 0.031166 | Time: 1714.42 ms
[2021-09-06 03:03:05 main:574] : INFO : Epoch 1680 | loss: 0.0311057 | val_loss: 0.0311733 | Time: 1752.49 ms
[2021-09-06 03:03:07 main:574] : INFO : Epoch 1681 | loss: 0.031105 | val_loss: 0.0311706 | Time: 1689.76 ms
[2021-09-06 03:03:09 main:574] : INFO : Epoch 1682 | loss: 0.0311153 | val_loss: 0.0311672 | Time: 1759.59 ms
[2021-09-06 03:03:10 main:574] : INFO : Epoch 1683 | loss: 0.0311152 | val_loss: 0.0311639 | Time: 1770.74 ms
[2021-09-06 03:03:12 main:574] : INFO : Epoch 1684 | loss: 0.0311122 | val_loss: 0.0311673 | Time: 1753.86 ms
[2021-09-06 03:03:14 main:574] : INFO : Epoch 1685 | loss: 0.0311154 | val_loss: 0.0311681 | Time: 1713.83 ms
[2021-09-06 03:03:16 main:574] : INFO : Epoch 1686 | loss: 0.031112 | val_loss: 0.0311647 | Time: 1805.28 ms
[2021-09-06 03:03:17 main:574] : INFO : Epoch 1687 | loss: 0.031111 | val_loss: 0.0311686 | Time: 1751.15 ms
[2021-09-06 03:03:19 main:574] : INFO : Epoch 1688 | loss: 0.0311077 | val_loss: 0.0311727 | Time: 1715.67 ms
[2021-09-06 03:03:21 main:574] : INFO : Epoch 1689 | loss: 0.0311063 | val_loss: 0.0311688 | Time: 1731.18 ms
[2021-09-06 03:03:23 main:574] : INFO : Epoch 1690 | loss: 0.03111 | val_loss: 0.0311771 | Time: 1787.11 ms
[2021-09-06 03:03:24 main:574] : INFO : Epoch 1691 | loss: 0.0311082 | val_loss: 0.031172 | Time: 1710.41 ms
[2021-09-06 03:03:26 main:574] : INFO : Epoch 1692 | loss: 0.0311033 | val_loss: 0.031171 | Time: 1683.96 ms
[2021-09-06 03:03:28 main:574] : INFO : Epoch 1693 | loss: 0.0311042 | val_loss: 0.0311654 | Time: 1708 ms
[2021-09-06 03:03:30 main:574] : INFO : Epoch 1694 | loss: 0.0311069 | val_loss: 0.0311678 | Time: 1691.13 ms
[2021-09-06 03:03:31 main:574] : INFO : Epoch 1695 | loss: 0.0311044 | val_loss: 0.031171 | Time: 1738.83 ms
[2021-09-06 03:03:33 main:574] : INFO : Epoch 1696 | loss: 0.0311039 | val_loss: 0.0311686 | Time: 1843.39 ms
[2021-09-06 03:03:35 main:574] : INFO : Epoch 1697 | loss: 0.0311055 | val_loss: 0.0311673 | Time: 1774.23 ms
[2021-09-06 03:03:37 main:574] : INFO : Epoch 1698 | loss: 0.0311048 | val_loss: 0.0311741 | Time: 1702.32 ms
[2021-09-06 03:03:38 main:574] : INFO : Epoch 1699 | loss: 0.0311074 | val_loss: 0.0311725 | Time: 1716.62 ms
[2021-09-06 03:03:40 main:574] : INFO : Epoch 1700 | loss: 0.0311108 | val_loss: 0.0311624 | Time: 1697.16 ms
[2021-09-06 03:03:42 main:574] : INFO : Epoch 1701 | loss: 0.0311101 | val_loss: 0.031169 | Time: 1743.45 ms
[2021-09-06 03:03:43 main:574] : INFO : Epoch 1702 | loss: 0.0311151 | val_loss: 0.0311618 | Time: 1732.84 ms
[2021-09-06 03:03:45 main:574] : INFO : Epoch 1703 | loss: 0.0311161 | val_loss: 0.0311588 | Time: 1718.3 ms
[2021-09-06 03:03:47 main:574] : INFO : Epoch 1704 | loss: 0.0311221 | val_loss: 0.0311582 | Time: 1935.72 ms
[2021-09-06 03:03:49 main:574] : INFO : Epoch 1705 | loss: 0.0311185 | val_loss: 0.0311613 | Time: 1764.08 ms
[2021-09-06 03:03:51 main:574] : INFO : Epoch 1706 | loss: 0.0311115 | val_loss: 0.0311641 | Time: 1858.2 ms
[2021-09-06 03:03:53 main:574] : INFO : Epoch 1707 | loss: 0.0311081 | val_loss: 0.0311774 | Time: 1790.21 ms
[2021-09-06 03:03:54 main:574] : INFO : Epoch 1708 | loss: 0.031108 | val_loss: 0.0311719 | Time: 1802.15 ms
[2021-09-06 03:03:56 main:574] : INFO : Epoch 1709 | loss: 0.0311096 | val_loss: 0.0311656 | Time: 1814.65 ms
[2021-09-06 03:03:58 main:574] : INFO : Epoch 1710 | loss: 0.0311097 | val_loss: 0.0311723 | Time: 1823.74 ms
[2021-09-06 03:04:00 main:574] : INFO : Epoch 1711 | loss: 0.0311099 | val_loss: 0.0311699 | Time: 1802.06 ms
[2021-09-06 03:04:02 main:574] : INFO : Epoch 1712 | loss: 0.0311085 | val_loss: 0.0311675 | Time: 1813.44 ms
[2021-09-06 03:04:03 main:574] : INFO : Epoch 1713 | loss: 0.0311067 | val_loss: 0.0311623 | Time: 1763.51 ms
[2021-09-06 03:04:05 main:574] : INFO : Epoch 1714 | loss: 0.0311029 | val_loss: 0.0311715 | Time: 1823.62 ms
[2021-09-06 03:04:07 main:574] : INFO : Epoch 1715 | loss: 0.0311022 | val_loss: 0.0311729 | Time: 1844.85 ms
[2021-09-06 03:04:09 main:574] : INFO : Epoch 1716 | loss: 0.0311029 | val_loss: 0.031179 | Time: 1788.01 ms
[2021-09-06 03:04:11 main:574] : INFO : Epoch 1717 | loss: 0.0311025 | val_loss: 0.0311636 | Time: 1761.77 ms
[2021-09-06 03:04:12 main:574] : INFO : Epoch 1718 | loss: 0.0311029 | val_loss: 0.0311664 | Time: 1753.48 ms
[2021-09-06 03:04:14 main:574] : INFO : Epoch 1719 | loss: 0.0310996 | val_loss: 0.0311755 | Time: 1812.73 ms
[2021-09-06 03:04:16 main:574] : INFO : Epoch 1720 | loss: 0.031102 | val_loss: 0.0311639 | Time: 1830.73 ms
[2021-09-06 03:04:18 main:574] : INFO : Epoch 1721 | loss: 0.0311029 | val_loss: 0.0311691 | Time: 1872.75 ms
[2021-09-06 03:04:20 main:574] : INFO : Epoch 1722 | loss: 0.0311013 | val_loss: 0.0311757 | Time: 1805.01 ms
[2021-09-06 03:04:22 main:574] : INFO : Epoch 1723 | loss: 0.0311041 | val_loss: 0.0311658 | Time: 1817.34 ms
[2021-09-06 03:04:23 main:574] : INFO : Epoch 1724 | loss: 0.0311088 | val_loss: 0.0311703 | Time: 1806.57 ms
[2021-09-06 03:04:25 main:574] : INFO : Epoch 1725 | loss: 0.031104 | val_loss: 0.0311668 | Time: 1809.68 ms
[2021-09-06 03:04:27 main:574] : INFO : Epoch 1726 | loss: 0.0311047 | val_loss: 0.0311735 | Time: 1849.57 ms
[2021-09-06 03:04:29 main:574] : INFO : Epoch 1727 | loss: 0.0311011 | val_loss: 0.0311772 | Time: 1889.93 ms
[2021-09-06 03:04:31 main:574] : INFO : Epoch 1728 | loss: 0.0311033 | val_loss: 0.0311734 | Time: 1779.06 ms
[2021-09-06 03:04:32 main:574] : INFO : Epoch 1729 | loss: 0.0311157 | val_loss: 0.0311667 | Time: 1794 ms
[2021-09-06 03:04:34 main:574] : INFO : Epoch 1730 | loss: 0.0311208 | val_loss: 0.0311621 | Time: 1814.86 ms
[2021-09-06 03:04:36 main:574] : INFO : Epoch 1731 | loss: 0.031118 | val_loss: 0.0311615 | Time: 1779.71 ms
[2021-09-06 03:04:38 main:574] : INFO : Epoch 1732 | loss: 0.0311186 | val_loss: 0.0311628 | Time: 1779.24 ms
[2021-09-06 03:04:40 main:574] : INFO : Epoch 1733 | loss: 0.0311166 | val_loss: 0.0311642 | Time: 1800.58 ms
[2021-09-06 03:04:41 main:574] : INFO : Epoch 1734 | loss: 0.0311207 | val_loss: 0.0311622 | Time: 1802.51 ms
[2021-09-06 03:04:43 main:574] : INFO : Epoch 1735 | loss: 0.0311175 | val_loss: 0.0311615 | Time: 1797.18 ms
[2021-09-06 03:04:45 main:574] : INFO : Epoch 1736 | loss: 0.0311145 | val_loss: 0.0311689 | Time: 1809.29 ms
[2021-09-06 03:04:47 main:574] : INFO : Epoch 1737 | loss: 0.0311179 | val_loss: 0.0311641 | Time: 1783.5 ms
[2021-09-06 03:04:49 main:574] : INFO : Epoch 1738 | loss: 0.0311225 | val_loss: 0.0311597 | Time: 1797.64 ms
[2021-09-06 03:04:50 main:574] : INFO : Epoch 1739 | loss: 0.0311224 | val_loss: 0.0311723 | Time: 1787.89 ms
[2021-09-06 03:04:52 main:574] : INFO : Epoch 1740 | loss: 0.031118 | val_loss: 0.0311647 | Time: 1848.62 ms
[2021-09-06 03:04:54 main:574] : INFO : Epoch 1741 | loss: 0.0311144 | val_loss: 0.0311707 | Time: 1786.26 ms
[2021-09-06 03:04:56 main:574] : INFO : Epoch 1742 | loss: 0.031111 | val_loss: 0.0311665 | Time: 1817.8 ms
[2021-09-06 03:04:58 main:574] : INFO : Epoch 1743 | loss: 0.0311135 | val_loss: 0.0311607 | Time: 1816.49 ms
[2021-09-06 03:05:00 main:574] : INFO : Epoch 1744 | loss: 0.0311107 | val_loss: 0.0311724 | Time: 1789.34 ms
[2021-09-06 03:05:01 main:574] : INFO : Epoch 1745 | loss: 0.0311115 | val_loss: 0.0311626 | Time: 1856.99 ms
[2021-09-06 03:05:03 main:574] : INFO : Epoch 1746 | loss: 0.0311113 | val_loss: 0.0311647 | Time: 1783.96 ms
[2021-09-06 03:05:05 main:574] : INFO : Epoch 1747 | loss: 0.0311082 | val_loss: 0.031166 | Time: 1809.38 ms
[2021-09-06 03:05:07 main:574] : INFO : Epoch 1748 | loss: 0.0311082 | val_loss: 0.031159 | Time: 1829.36 ms
[2021-09-06 03:05:09 main:574] : INFO : Epoch 1749 | loss: 0.031108 | val_loss: 0.0311688 | Time: 1784.75 ms
[2021-09-06 03:05:10 main:574] : INFO : Epoch 1750 | loss: 0.0311056 | val_loss: 0.0311637 | Time: 1778.71 ms
[2021-09-06 03:05:12 main:574] : INFO : Epoch 1751 | loss: 0.0311029 | val_loss: 0.0311615 | Time: 1798.58 ms
[2021-09-06 03:05:14 main:574] : INFO : Epoch 1752 | loss: 0.0311043 | val_loss: 0.0311678 | Time: 1819.52 ms
[2021-09-06 03:05:16 main:574] : INFO : Epoch 1753 | loss: 0.031104 | val_loss: 0.0311682 | Time: 1799.26 ms
[2021-09-06 03:05:18 main:574] : INFO : Epoch 1754 | loss: 0.0311038 | val_loss: 0.0311626 | Time: 1796.27 ms
[2021-09-06 03:05:19 main:574] : INFO : Epoch 1755 | loss: 0.0311068 | val_loss: 0.0311607 | Time: 1810.02 ms
[2021-09-06 03:05:21 main:574] : INFO : Epoch 1756 | loss: 0.0311072 | val_loss: 0.0311635 | Time: 1794.82 ms
[2021-09-06 03:05:23 main:574] : INFO : Epoch 1757 | loss: 0.0311076 | val_loss: 0.0311716 | Time: 1757.57 ms
[2021-09-06 03:05:25 main:574] : INFO : Epoch 1758 | loss: 0.031109 | val_loss: 0.031165 | Time: 1764.27 ms
[2021-09-06 03:05:27 main:574] : INFO : Epoch 1759 | loss: 0.0311043 | val_loss: 0.0311639 | Time: 1798.68 ms
[2021-09-06 03:05:28 main:574] : INFO : Epoch 1760 | loss: 0.0311038 | val_loss: 0.0311729 | Time: 1797.85 ms
[2021-09-06 03:05:30 main:574] : INFO : Epoch 1761 | loss: 0.0311072 | val_loss: 0.0311629 | Time: 1806.21 ms
[2021-09-06 03:05:32 main:574] : INFO : Epoch 1762 | loss: 0.0311037 | val_loss: 0.031168 | Time: 1806.62 ms
[2021-09-06 03:05:34 main:574] : INFO : Epoch 1763 | loss: 0.0311058 | val_loss: 0.0311656 | Time: 1832.67 ms
[2021-09-06 03:05:36 main:574] : INFO : Epoch 1764 | loss: 0.0311036 | val_loss: 0.0311623 | Time: 1779.29 ms
[2021-09-06 03:05:37 main:574] : INFO : Epoch 1765 | loss: 0.0311076 | val_loss: 0.0311707 | Time: 1797.89 ms
[2021-09-06 03:05:39 main:574] : INFO : Epoch 1766 | loss: 0.0311058 | val_loss: 0.031163 | Time: 1819.58 ms
[2021-09-06 03:05:41 main:574] : INFO : Epoch 1767 | loss: 0.0311064 | val_loss: 0.031167 | Time: 1835.28 ms
[2021-09-06 03:05:43 main:574] : INFO : Epoch 1768 | loss: 0.0311024 | val_loss: 0.0311658 | Time: 1809.16 ms
[2021-09-06 03:05:45 main:574] : INFO : Epoch 1769 | loss: 0.0311006 | val_loss: 0.0311663 | Time: 1788.23 ms
[2021-09-06 03:05:47 main:574] : INFO : Epoch 1770 | loss: 0.0311016 | val_loss: 0.0311646 | Time: 1823.2 ms
[2021-09-06 03:05:48 main:574] : INFO : Epoch 1771 | loss: 0.0311022 | val_loss: 0.0311634 | Time: 1874.09 ms
[2021-09-06 03:05:50 main:574] : INFO : Epoch 1772 | loss: 0.0311037 | val_loss: 0.0311627 | Time: 1836.48 ms
[2021-09-06 03:05:52 main:574] : INFO : Epoch 1773 | loss: 0.0311029 | val_loss: 0.0311634 | Time: 1860.54 ms
[2021-09-06 03:05:54 main:574] : INFO : Epoch 1774 | loss: 0.0311016 | val_loss: 0.03117 | Time: 1787.2 ms
[2021-09-06 03:05:56 main:574] : INFO : Epoch 1775 | loss: 0.0311016 | val_loss: 0.0311737 | Time: 1814.64 ms
[2021-09-06 03:05:58 main:574] : INFO : Epoch 1776 | loss: 0.0311025 | val_loss: 0.031165 | Time: 1815.14 ms
[2021-09-06 03:05:59 main:574] : INFO : Epoch 1777 | loss: 0.0311052 | val_loss: 0.0311679 | Time: 1821.07 ms
[2021-09-06 03:06:01 main:574] : INFO : Epoch 1778 | loss: 0.0311024 | val_loss: 0.0311583 | Time: 1805.55 ms
[2021-09-06 03:06:03 main:574] : INFO : Epoch 1779 | loss: 0.0311185 | val_loss: 0.0311561 | Time: 1852.65 ms
[2021-09-06 03:06:05 main:574] : INFO : Epoch 1780 | loss: 0.031133 | val_loss: 0.0311614 | Time: 1840.77 ms
[2021-09-06 03:06:07 main:574] : INFO : Epoch 1781 | loss: 0.0311434 | val_loss: 0.0311631 | Time: 1765.96 ms
[2021-09-06 03:06:08 main:574] : INFO : Epoch 1782 | loss: 0.0311415 | val_loss: 0.0311574 | Time: 1802.92 ms
[2021-09-06 03:06:10 main:574] : INFO : Epoch 1783 | loss: 0.0311365 | val_loss: 0.0311624 | Time: 1798.11 ms
[2021-09-06 03:06:12 main:574] : INFO : Epoch 1784 | loss: 0.0311355 | val_loss: 0.0311587 | Time: 1788.61 ms
[2021-09-06 03:06:14 main:574] : INFO : Epoch 1785 | loss: 0.0315954 | val_loss: 0.0396525 | Time: 1836.54 ms
[2021-09-06 03:06:16 main:574] : INFO : Epoch 1786 | loss: 0.0415325 | val_loss: 0.0547175 | Time: 1805.37 ms
[2021-09-06 03:06:17 main:574] : INFO : Epoch 1787 | loss: 0.0447159 | val_loss: 0.0437039 | Time: 1794.41 ms
[2021-09-06 03:06:19 main:574] : INFO : Epoch 1788 | loss: 0.0350146 | val_loss: 0.0318073 | Time: 1823.61 ms
[2021-09-06 03:06:21 main:574] : INFO : Epoch 1789 | loss: 0.0316782 | val_loss: 0.0313611 | Time: 1780.7 ms
[2021-09-06 03:06:23 main:574] : INFO : Epoch 1790 | loss: 0.0313104 | val_loss: 0.0312603 | Time: 1787.85 ms
[2021-09-06 03:06:25 main:574] : INFO : Epoch 1791 | loss: 0.0312524 | val_loss: 0.031242 | Time: 1803.05 ms
[2021-09-06 03:06:27 main:574] : INFO : Epoch 1792 | loss: 0.0312422 | val_loss: 0.0312376 | Time: 1854.7 ms
[2021-09-06 03:06:28 main:574] : INFO : Epoch 1793 | loss: 0.0312381 | val_loss: 0.031234 | Time: 1790.83 ms
[2021-09-06 03:06:30 main:574] : INFO : Epoch 1794 | loss: 0.031235 | val_loss: 0.0312307 | Time: 1802.35 ms
[2021-09-06 03:06:32 main:574] : INFO : Epoch 1795 | loss: 0.0312317 | val_loss: 0.031227 | Time: 1803.69 ms
[2021-09-06 03:06:34 main:574] : INFO : Epoch 1796 | loss: 0.0312284 | val_loss: 0.0312234 | Time: 1833.88 ms
[2021-09-06 03:06:36 main:574] : INFO : Epoch 1797 | loss: 0.0312244 | val_loss: 0.0312187 | Time: 1780.86 ms
[2021-09-06 03:06:37 main:574] : INFO : Epoch 1798 | loss: 0.03122 | val_loss: 0.0312149 | Time: 1795.2 ms
[2021-09-06 03:06:39 main:574] : INFO : Epoch 1799 | loss: 0.0312164 | val_loss: 0.0312114 | Time: 1820.25 ms
[2021-09-06 03:06:41 main:574] : INFO : Epoch 1800 | loss: 0.0312142 | val_loss: 0.0312093 | Time: 1779.3 ms
[2021-09-06 03:06:43 main:574] : INFO : Epoch 1801 | loss: 0.031212 | val_loss: 0.0312075 | Time: 1810.77 ms
[2021-09-06 03:06:45 main:574] : INFO : Epoch 1802 | loss: 0.031211 | val_loss: 0.0312061 | Time: 1779.05 ms
[2021-09-06 03:06:46 main:574] : INFO : Epoch 1803 | loss: 0.0312096 | val_loss: 0.0312053 | Time: 1772.04 ms
[2021-09-06 03:06:48 main:574] : INFO : Epoch 1804 | loss: 0.0312087 | val_loss: 0.031204 | Time: 1791.8 ms
[2021-09-06 03:06:50 main:574] : INFO : Epoch 1805 | loss: 0.0312079 | val_loss: 0.031204 | Time: 1762.93 ms
[2021-09-06 03:06:52 main:574] : INFO : Epoch 1806 | loss: 0.031207 | val_loss: 0.031202 | Time: 1788.24 ms
[2021-09-06 03:06:53 main:574] : INFO : Epoch 1807 | loss: 0.0312062 | val_loss: 0.0312015 | Time: 1803.2 ms
[2021-09-06 03:06:55 main:574] : INFO : Epoch 1808 | loss: 0.031206 | val_loss: 0.0312016 | Time: 1800.74 ms
[2021-09-06 03:06:57 main:574] : INFO : Epoch 1809 | loss: 0.0312053 | val_loss: 0.0312008 | Time: 1777.33 ms
[2021-09-06 03:06:59 main:574] : INFO : Epoch 1810 | loss: 0.0312049 | val_loss: 0.0312006 | Time: 1790.58 ms
[2021-09-06 03:07:01 main:574] : INFO : Epoch 1811 | loss: 0.0312045 | val_loss: 0.0311996 | Time: 1791.85 ms
[2021-09-06 03:07:02 main:574] : INFO : Epoch 1812 | loss: 0.0312039 | val_loss: 0.0311994 | Time: 1785.24 ms
[2021-09-06 03:07:04 main:574] : INFO : Epoch 1813 | loss: 0.0312037 | val_loss: 0.0311996 | Time: 1789.23 ms
[2021-09-06 03:07:06 main:574] : INFO : Epoch 1814 | loss: 0.031203 | val_loss: 0.0311989 | Time: 1793.46 ms
[2021-09-06 03:07:08 main:574] : INFO : Epoch 1815 | loss: 0.0312028 | val_loss: 0.0311991 | Time: 1844.74 ms
[2021-09-06 03:07:10 main:574] : INFO : Epoch 1816 | loss: 0.0312027 | val_loss: 0.0311992 | Time: 1831.55 ms
[2021-09-06 03:07:11 main:574] : INFO : Epoch 1817 | loss: 0.0312029 | val_loss: 0.0311984 | Time: 1785.55 ms
[2021-09-06 03:07:13 main:574] : INFO : Epoch 1818 | loss: 0.0312021 | val_loss: 0.0311981 | Time: 1771.46 ms
[2021-09-06 03:07:15 main:574] : INFO : Epoch 1819 | loss: 0.0312017 | val_loss: 0.0311983 | Time: 1770.36 ms
[2021-09-06 03:07:17 main:574] : INFO : Epoch 1820 | loss: 0.0312019 | val_loss: 0.0311982 | Time: 1773.67 ms
[2021-09-06 03:07:19 main:574] : INFO : Epoch 1821 | loss: 0.0311997 | val_loss: 0.0311951 | Time: 1803.28 ms
[2021-09-06 03:07:20 main:574] : INFO : Epoch 1822 | loss: 0.0311979 | val_loss: 0.0311939 | Time: 1807.79 ms
[2021-09-06 03:07:22 main:574] : INFO : Epoch 1823 | loss: 0.0311969 | val_loss: 0.0311935 | Time: 1834.23 ms
[2021-09-06 03:07:24 main:574] : INFO : Epoch 1824 | loss: 0.0311965 | val_loss: 0.0311931 | Time: 1812.65 ms
[2021-09-06 03:07:26 main:574] : INFO : Epoch 1825 | loss: 0.0311957 | val_loss: 0.0311933 | Time: 1789.86 ms
[2021-09-06 03:07:28 main:574] : INFO : Epoch 1826 | loss: 0.0311956 | val_loss: 0.0311924 | Time: 1794.93 ms
[2021-09-06 03:07:29 main:574] : INFO : Epoch 1827 | loss: 0.031195 | val_loss: 0.0311922 | Time: 1792.58 ms
[2021-09-06 03:07:31 main:574] : INFO : Epoch 1828 | loss: 0.0311946 | val_loss: 0.0311919 | Time: 1800.14 ms
[2021-09-06 03:07:33 main:574] : INFO : Epoch 1829 | loss: 0.0311943 | val_loss: 0.0311919 | Time: 1798.58 ms
[2021-09-06 03:07:35 main:574] : INFO : Epoch 1830 | loss: 0.0311939 | val_loss: 0.0311916 | Time: 1787.03 ms
[2021-09-06 03:07:37 main:574] : INFO : Epoch 1831 | loss: 0.0311935 | val_loss: 0.0311914 | Time: 1783.77 ms
[2021-09-06 03:07:38 main:574] : INFO : Epoch 1832 | loss: 0.0311935 | val_loss: 0.0311914 | Time: 1808.07 ms
[2021-09-06 03:07:40 main:574] : INFO : Epoch 1833 | loss: 0.0311936 | val_loss: 0.0311912 | Time: 1811.42 ms
[2021-09-06 03:07:42 main:574] : INFO : Epoch 1834 | loss: 0.0311935 | val_loss: 0.0311912 | Time: 1861.26 ms
[2021-09-06 03:07:44 main:574] : INFO : Epoch 1835 | loss: 0.0311929 | val_loss: 0.0311912 | Time: 1840.15 ms
[2021-09-06 03:07:46 main:574] : INFO : Epoch 1836 | loss: 0.0311934 | val_loss: 0.0311911 | Time: 1754.25 ms
[2021-09-06 03:07:48 main:574] : INFO : Epoch 1837 | loss: 0.0311926 | val_loss: 0.0311908 | Time: 1798.27 ms
[2021-09-06 03:07:49 main:574] : INFO : Epoch 1838 | loss: 0.0311918 | val_loss: 0.0311906 | Time: 1812.61 ms
[2021-09-06 03:07:51 main:574] : INFO : Epoch 1839 | loss: 0.0311915 | val_loss: 0.03119 | Time: 1823.32 ms
[2021-09-06 03:07:53 main:574] : INFO : Epoch 1840 | loss: 0.0311915 | val_loss: 0.0311906 | Time: 1807.57 ms
[2021-09-06 03:07:55 main:574] : INFO : Epoch 1841 | loss: 0.0311921 | val_loss: 0.0311905 | Time: 1791.14 ms
[2021-09-06 03:07:57 main:574] : INFO : Epoch 1842 | loss: 0.031191 | val_loss: 0.0311905 | Time: 1764.98 ms
[2021-09-06 03:07:58 main:574] : INFO : Epoch 1843 | loss: 0.0311913 | val_loss: 0.0311905 | Time: 1758.73 ms
[2021-09-06 03:08:00 main:574] : INFO : Epoch 1844 | loss: 0.0311906 | val_loss: 0.0311894 | Time: 1805.48 ms
[2021-09-06 03:08:02 main:574] : INFO : Epoch 1845 | loss: 0.0311903 | val_loss: 0.0311894 | Time: 1775.01 ms
[2021-09-06 03:08:04 main:574] : INFO : Epoch 1846 | loss: 0.0311896 | val_loss: 0.0311896 | Time: 1771.13 ms
[2021-09-06 03:08:06 main:574] : INFO : Epoch 1847 | loss: 0.0311892 | val_loss: 0.031189 | Time: 1870.55 ms
[2021-09-06 03:08:07 main:574] : INFO : Epoch 1848 | loss: 0.0311889 | val_loss: 0.0311902 | Time: 1800.03 ms
[2021-09-06 03:08:09 main:574] : INFO : Epoch 1849 | loss: 0.031189 | val_loss: 0.0311895 | Time: 1796.95 ms
[2021-09-06 03:08:11 main:574] : INFO : Epoch 1850 | loss: 0.0311886 | val_loss: 0.0311891 | Time: 1771.31 ms
[2021-09-06 03:08:13 main:574] : INFO : Epoch 1851 | loss: 0.0311878 | val_loss: 0.0311883 | Time: 1768.85 ms
[2021-09-06 03:08:14 main:574] : INFO : Epoch 1852 | loss: 0.0311876 | val_loss: 0.0311883 | Time: 1777.93 ms
[2021-09-06 03:08:16 main:574] : INFO : Epoch 1853 | loss: 0.0311873 | val_loss: 0.031188 | Time: 1831.94 ms
[2021-09-06 03:08:18 main:574] : INFO : Epoch 1854 | loss: 0.0311866 | val_loss: 0.031188 | Time: 1823.05 ms
[2021-09-06 03:08:20 main:574] : INFO : Epoch 1855 | loss: 0.0311868 | val_loss: 0.0311879 | Time: 1803.54 ms
[2021-09-06 03:08:22 main:574] : INFO : Epoch 1856 | loss: 0.0311866 | val_loss: 0.0311875 | Time: 1816.33 ms
[2021-09-06 03:08:24 main:574] : INFO : Epoch 1857 | loss: 0.0311866 | val_loss: 0.0311875 | Time: 1779.45 ms
[2021-09-06 03:08:25 main:574] : INFO : Epoch 1858 | loss: 0.0311869 | val_loss: 0.0311869 | Time: 1792.27 ms
[2021-09-06 03:08:27 main:574] : INFO : Epoch 1859 | loss: 0.0311857 | val_loss: 0.0311866 | Time: 1832.13 ms
[2021-09-06 03:08:29 main:574] : INFO : Epoch 1860 | loss: 0.0311851 | val_loss: 0.031188 | Time: 1815.09 ms
[2021-09-06 03:08:31 main:574] : INFO : Epoch 1861 | loss: 0.0311848 | val_loss: 0.0311885 | Time: 1800.97 ms
[2021-09-06 03:08:33 main:574] : INFO : Epoch 1862 | loss: 0.0311842 | val_loss: 0.0311869 | Time: 1808.59 ms
[2021-09-06 03:08:34 main:574] : INFO : Epoch 1863 | loss: 0.0311839 | val_loss: 0.0311866 | Time: 1773.06 ms
[2021-09-06 03:08:36 main:574] : INFO : Epoch 1864 | loss: 0.0311836 | val_loss: 0.0311864 | Time: 1823.36 ms
[2021-09-06 03:08:38 main:574] : INFO : Epoch 1865 | loss: 0.0311844 | val_loss: 0.0311888 | Time: 1769.25 ms
[2021-09-06 03:08:40 main:574] : INFO : Epoch 1866 | loss: 0.0311842 | val_loss: 0.0311892 | Time: 1841.04 ms
[2021-09-06 03:08:42 main:574] : INFO : Epoch 1867 | loss: 0.0311841 | val_loss: 0.0311879 | Time: 1798.28 ms
[2021-09-06 03:08:43 main:574] : INFO : Epoch 1868 | loss: 0.0311829 | val_loss: 0.0311865 | Time: 1814.63 ms
[2021-09-06 03:08:45 main:574] : INFO : Epoch 1869 | loss: 0.031182 | val_loss: 0.0311861 | Time: 1804.96 ms
[2021-09-06 03:08:47 main:574] : INFO : Epoch 1870 | loss: 0.0311817 | val_loss: 0.0311865 | Time: 1804.32 ms
[2021-09-06 03:08:49 main:574] : INFO : Epoch 1871 | loss: 0.0311817 | val_loss: 0.0311867 | Time: 1782.19 ms
[2021-09-06 03:08:51 main:574] : INFO : Epoch 1872 | loss: 0.0311811 | val_loss: 0.031185 | Time: 1812.22 ms
[2021-09-06 03:08:52 main:574] : INFO : Epoch 1873 | loss: 0.0311809 | val_loss: 0.031186 | Time: 1801.66 ms
[2021-09-06 03:08:54 main:574] : INFO : Epoch 1874 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 1789.53 ms
[2021-09-06 03:08:56 main:574] : INFO : Epoch 1875 | loss: 0.0311806 | val_loss: 0.0311853 | Time: 1797.89 ms
[2021-09-06 03:08:58 main:574] : INFO : Epoch 1876 | loss: 0.0311801 | val_loss: 0.0311843 | Time: 1838.75 ms
[2021-09-06 03:09:00 main:574] : INFO : Epoch 1877 | loss: 0.0311793 | val_loss: 0.0311859 | Time: 1802.77 ms
[2021-09-06 03:09:02 main:574] : INFO : Epoch 1878 | loss: 0.0311834 | val_loss: 0.0311845 | Time: 1800.65 ms
[2021-09-06 03:09:03 main:574] : INFO : Epoch 1879 | loss: 0.0311839 | val_loss: 0.0311847 | Time: 1800.26 ms
[2021-09-06 03:09:05 main:574] : INFO : Epoch 1880 | loss: 0.0311827 | val_loss: 0.0311844 | Time: 1874.82 ms
[2021-09-06 03:09:07 main:574] : INFO : Epoch 1881 | loss: 0.0311825 | val_loss: 0.0311848 | Time: 1784.14 ms
[2021-09-06 03:09:09 main:574] : INFO : Epoch 1882 | loss: 0.0311819 | val_loss: 0.0311831 | Time: 1804.3 ms
[2021-09-06 03:09:11 main:574] : INFO : Epoch 1883 | loss: 0.0311829 | val_loss: 0.0311836 | Time: 1789.85 ms
[2021-09-06 03:09:12 main:574] : INFO : Epoch 1884 | loss: 0.0311843 | val_loss: 0.0311832 | Time: 1801.29 ms
[2021-09-06 03:09:14 main:574] : INFO : Epoch 1885 | loss: 0.031187 | val_loss: 0.0311826 | Time: 1789.21 ms
[2021-09-06 03:09:16 main:574] : INFO : Epoch 1886 | loss: 0.0311851 | val_loss: 0.0311816 | Time: 1797.76 ms
[2021-09-06 03:09:18 main:574] : INFO : Epoch 1887 | loss: 0.0311835 | val_loss: 0.0311812 | Time: 1791.68 ms
[2021-09-06 03:09:20 main:574] : INFO : Epoch 1888 | loss: 0.0311825 | val_loss: 0.0311801 | Time: 1879.67 ms
[2021-09-06 03:09:22 main:574] : INFO : Epoch 1889 | loss: 0.0311813 | val_loss: 0.0311793 | Time: 1835.91 ms
[2021-09-06 03:09:23 main:574] : INFO : Epoch 1890 | loss: 0.0311808 | val_loss: 0.0311798 | Time: 1816.87 ms
[2021-09-06 03:09:25 main:574] : INFO : Epoch 1891 | loss: 0.0311802 | val_loss: 0.0311813 | Time: 1823.15 ms
[2021-09-06 03:09:27 main:574] : INFO : Epoch 1892 | loss: 0.0311797 | val_loss: 0.0311797 | Time: 1860.06 ms
[2021-09-06 03:09:29 main:574] : INFO : Epoch 1893 | loss: 0.0311788 | val_loss: 0.0311806 | Time: 1832.58 ms
[2021-09-06 03:09:31 main:574] : INFO : Epoch 1894 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 1857.74 ms
[2021-09-06 03:09:33 main:574] : INFO : Epoch 1895 | loss: 0.031178 | val_loss: 0.0311805 | Time: 1784.42 ms
[2021-09-06 03:09:34 main:574] : INFO : Epoch 1896 | loss: 0.0311778 | val_loss: 0.0311819 | Time: 1799.61 ms
[2021-09-06 03:09:36 main:574] : INFO : Epoch 1897 | loss: 0.031178 | val_loss: 0.0311803 | Time: 1815.51 ms
[2021-09-06 03:09:38 main:574] : INFO : Epoch 1898 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 1827.13 ms
[2021-09-06 03:09:40 main:574] : INFO : Epoch 1899 | loss: 0.0311765 | val_loss: 0.0311803 | Time: 1750.74 ms
[2021-09-06 03:09:41 main:574] : INFO : Epoch 1900 | loss: 0.0311766 | val_loss: 0.0311818 | Time: 1779.66 ms
[2021-09-06 03:09:43 main:574] : INFO : Epoch 1901 | loss: 0.0311762 | val_loss: 0.0311813 | Time: 1693.78 ms
[2021-09-06 03:09:45 main:574] : INFO : Epoch 1902 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 1703.28 ms
[2021-09-06 03:09:47 main:574] : INFO : Epoch 1903 | loss: 0.0311751 | val_loss: 0.0311801 | Time: 1722.79 ms
[2021-09-06 03:09:48 main:574] : INFO : Epoch 1904 | loss: 0.0311747 | val_loss: 0.0311808 | Time: 1736.2 ms
[2021-09-06 03:09:50 main:574] : INFO : Epoch 1905 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 1695.72 ms
[2021-09-06 03:09:52 main:574] : INFO : Epoch 1906 | loss: 0.0311747 | val_loss: 0.0311804 | Time: 1800.87 ms
[2021-09-06 03:09:54 main:574] : INFO : Epoch 1907 | loss: 0.0311759 | val_loss: 0.0311798 | Time: 1820.86 ms
[2021-09-06 03:09:56 main:574] : INFO : Epoch 1908 | loss: 0.0311739 | val_loss: 0.0311807 | Time: 2000.21 ms
[2021-09-06 03:09:57 main:574] : INFO : Epoch 1909 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 1778.83 ms
[2021-09-06 03:09:59 main:574] : INFO : Epoch 1910 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 1715.27 ms
[2021-09-06 03:10:01 main:574] : INFO : Epoch 1911 | loss: 0.0311728 | val_loss: 0.0311798 | Time: 1923.77 ms
[2021-09-06 03:10:03 main:574] : INFO : Epoch 1912 | loss: 0.031172 | val_loss: 0.0311792 | Time: 1780.5 ms
[2021-09-06 03:10:05 main:574] : INFO : Epoch 1913 | loss: 0.0311719 | val_loss: 0.0311797 | Time: 1718.56 ms
[2021-09-06 03:10:06 main:574] : INFO : Epoch 1914 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 1683.37 ms
[2021-09-06 03:10:08 main:574] : INFO : Epoch 1915 | loss: 0.0311724 | val_loss: 0.031188 | Time: 1784.47 ms
[2021-09-06 03:10:10 main:574] : INFO : Epoch 1916 | loss: 0.0311737 | val_loss: 0.0311819 | Time: 1746.93 ms
[2021-09-06 03:10:12 main:574] : INFO : Epoch 1917 | loss: 0.0311722 | val_loss: 0.0311802 | Time: 1773.77 ms
[2021-09-06 03:10:13 main:574] : INFO : Epoch 1918 | loss: 0.0311723 | val_loss: 0.0311819 | Time: 1694.89 ms
[2021-09-06 03:10:15 main:574] : INFO : Epoch 1919 | loss: 0.0311754 | val_loss: 0.0311786 | Time: 1758.08 ms
[2021-09-06 03:10:17 main:574] : INFO : Epoch 1920 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 1819.96 ms
[2021-09-06 03:10:19 main:574] : INFO : Epoch 1921 | loss: 0.0311749 | val_loss: 0.0311803 | Time: 1772.29 ms
[2021-09-06 03:10:20 main:574] : INFO : Epoch 1922 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 1708.92 ms
[2021-09-06 03:10:22 main:574] : INFO : Epoch 1923 | loss: 0.0311746 | val_loss: 0.0311773 | Time: 1782.59 ms
[2021-09-06 03:10:24 main:574] : INFO : Epoch 1924 | loss: 0.0311717 | val_loss: 0.0311779 | Time: 1701.4 ms
[2021-09-06 03:10:26 main:574] : INFO : Epoch 1925 | loss: 0.0311712 | val_loss: 0.0311775 | Time: 1781.16 ms
[2021-09-06 03:10:27 main:574] : INFO : Epoch 1926 | loss: 0.0311701 | val_loss: 0.0311767 | Time: 1702.31 ms
[2021-09-06 03:10:29 main:574] : INFO : Epoch 1927 | loss: 0.0311697 | val_loss: 0.0311773 | Time: 1733.84 ms
[2021-09-06 03:10:31 main:574] : INFO : Epoch 1928 | loss: 0.0311692 | val_loss: 0.031176 | Time: 1797.15 ms
[2021-09-06 03:10:33 main:574] : INFO : Epoch 1929 | loss: 0.0311687 | val_loss: 0.0311765 | Time: 1719.48 ms
[2021-09-06 03:10:34 main:574] : INFO : Epoch 1930 | loss: 0.031168 | val_loss: 0.0311753 | Time: 1714.87 ms
[2021-09-06 03:10:36 main:574] : INFO : Epoch 1931 | loss: 0.0311672 | val_loss: 0.031179 | Time: 1732.43 ms
[2021-09-06 03:10:38 main:574] : INFO : Epoch 1932 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 1700.16 ms
[2021-09-06 03:10:40 main:574] : INFO : Epoch 1933 | loss: 0.0311676 | val_loss: 0.0311762 | Time: 1822.52 ms
[2021-09-06 03:10:41 main:574] : INFO : Epoch 1934 | loss: 0.0311663 | val_loss: 0.031177 | Time: 1746.85 ms
[2021-09-06 03:10:43 main:574] : INFO : Epoch 1935 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 1748.3 ms
[2021-09-06 03:10:45 main:574] : INFO : Epoch 1936 | loss: 0.0311662 | val_loss: 0.0311777 | Time: 1777.11 ms
[2021-09-06 03:10:47 main:574] : INFO : Epoch 1937 | loss: 0.031167 | val_loss: 0.0311767 | Time: 1716.43 ms
[2021-09-06 03:10:48 main:574] : INFO : Epoch 1938 | loss: 0.031166 | val_loss: 0.0311758 | Time: 1715.79 ms
[2021-09-06 03:10:50 main:574] : INFO : Epoch 1939 | loss: 0.0311652 | val_loss: 0.0311763 | Time: 1790.43 ms
[2021-09-06 03:10:52 main:574] : INFO : Epoch 1940 | loss: 0.0311645 | val_loss: 0.0311806 | Time: 1708.04 ms
[2021-09-06 03:10:54 main:574] : INFO : Epoch 1941 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 1698.45 ms
[2021-09-06 03:10:55 main:574] : INFO : Epoch 1942 | loss: 0.0311645 | val_loss: 0.0311763 | Time: 1729.58 ms
[2021-09-06 03:10:57 main:574] : INFO : Epoch 1943 | loss: 0.0311644 | val_loss: 0.0311772 | Time: 1694.39 ms
[2021-09-06 03:10:59 main:574] : INFO : Epoch 1944 | loss: 0.0311645 | val_loss: 0.0311762 | Time: 1720.89 ms
[2021-09-06 03:11:00 main:574] : INFO : Epoch 1945 | loss: 0.0311664 | val_loss: 0.031176 | Time: 1751.08 ms
[2021-09-06 03:11:02 main:574] : INFO : Epoch 1946 | loss: 0.031166 | val_loss: 0.0311781 | Time: 1756.19 ms
[2021-09-06 03:11:04 main:574] : INFO : Epoch 1947 | loss: 0.0311646 | val_loss: 0.031175 | Time: 1779.25 ms
[2021-09-06 03:11:06 main:574] : INFO : Epoch 1948 | loss: 0.031163 | val_loss: 0.0311763 | Time: 1702.58 ms
[2021-09-06 03:11:07 main:574] : INFO : Epoch 1949 | loss: 0.0311632 | val_loss: 0.0311756 | Time: 1736.91 ms
[2021-09-06 03:11:09 main:574] : INFO : Epoch 1950 | loss: 0.0311621 | val_loss: 0.031175 | Time: 1757.53 ms
[2021-09-06 03:11:11 main:574] : INFO : Epoch 1951 | loss: 0.0311616 | val_loss: 0.0311732 | Time: 1700.2 ms
[2021-09-06 03:11:13 main:574] : INFO : Epoch 1952 | loss: 0.0311607 | val_loss: 0.0311757 | Time: 1753.73 ms
[2021-09-06 03:11:14 main:574] : INFO : Epoch 1953 | loss: 0.0311608 | val_loss: 0.0311792 | Time: 1762.71 ms
[2021-09-06 03:11:16 main:574] : INFO : Epoch 1954 | loss: 0.0311627 | val_loss: 0.0311765 | Time: 1744.3 ms
[2021-09-06 03:11:18 main:574] : INFO : Epoch 1955 | loss: 0.0311627 | val_loss: 0.0311733 | Time: 1689.92 ms
[2021-09-06 03:11:20 main:574] : INFO : Epoch 1956 | loss: 0.0311603 | val_loss: 0.031174 | Time: 1704.69 ms
[2021-09-06 03:11:21 main:574] : INFO : Epoch 1957 | loss: 0.0311608 | val_loss: 0.0311771 | Time: 1720.72 ms
[2021-09-06 03:11:23 main:574] : INFO : Epoch 1958 | loss: 0.0311586 | val_loss: 0.0311755 | Time: 1811.13 ms
[2021-09-06 03:11:25 main:574] : INFO : Epoch 1959 | loss: 0.0311598 | val_loss: 0.0311755 | Time: 1800.81 ms
[2021-09-06 03:11:27 main:574] : INFO : Epoch 1960 | loss: 0.0311637 | val_loss: 0.0311739 | Time: 1687.57 ms
[2021-09-06 03:11:28 main:574] : INFO : Epoch 1961 | loss: 0.0311629 | val_loss: 0.0311741 | Time: 1792.89 ms
[2021-09-06 03:11:30 main:574] : INFO : Epoch 1962 | loss: 0.0311617 | val_loss: 0.0311746 | Time: 1713.55 ms
[2021-09-06 03:11:32 main:574] : INFO : Epoch 1963 | loss: 0.0311617 | val_loss: 0.0311754 | Time: 1885.3 ms
[2021-09-06 03:11:34 main:574] : INFO : Epoch 1964 | loss: 0.0311616 | val_loss: 0.0311743 | Time: 1719.19 ms
[2021-09-06 03:11:35 main:574] : INFO : Epoch 1965 | loss: 0.0311601 | val_loss: 0.0311726 | Time: 1699.05 ms
[2021-09-06 03:11:37 main:574] : INFO : Epoch 1966 | loss: 0.0311604 | val_loss: 0.0311771 | Time: 1748.02 ms
[2021-09-06 03:11:39 main:574] : INFO : Epoch 1967 | loss: 0.0311604 | val_loss: 0.0311706 | Time: 1768.04 ms
[2021-09-06 03:11:41 main:574] : INFO : Epoch 1968 | loss: 0.0311601 | val_loss: 0.0311736 | Time: 1698.45 ms
[2021-09-06 03:11:42 main:574] : INFO : Epoch 1969 | loss: 0.0311583 | val_loss: 0.0311739 | Time: 1693.08 ms
[2021-09-06 03:11:44 main:574] : INFO : Epoch 1970 | loss: 0.0311571 | val_loss: 0.0311732 | Time: 1727.73 ms
[2021-09-06 03:11:46 main:574] : INFO : Epoch 1971 | loss: 0.0311573 | val_loss: 0.0311731 | Time: 1760.3 ms
[2021-09-06 03:11:48 main:574] : INFO : Epoch 1972 | loss: 0.0311578 | val_loss: 0.0311722 | Time: 1713.55 ms
[2021-09-06 03:11:49 main:574] : INFO : Epoch 1973 | loss: 0.0311574 | val_loss: 0.0311715 | Time: 1705.74 ms
[2021-09-06 03:11:51 main:574] : INFO : Epoch 1974 | loss: 0.0311567 | val_loss: 0.031172 | Time: 1722.4 ms
[2021-09-06 03:11:53 main:574] : INFO : Epoch 1975 | loss: 0.0311551 | val_loss: 0.0311712 | Time: 1727.74 ms
[2021-09-06 03:11:54 main:574] : INFO : Epoch 1976 | loss: 0.0311555 | val_loss: 0.0311732 | Time: 1725.33 ms
[2021-09-06 03:11:56 main:574] : INFO : Epoch 1977 | loss: 0.031155 | val_loss: 0.0311716 | Time: 1721.67 ms
[2021-09-06 03:11:58 main:574] : INFO : Epoch 1978 | loss: 0.0311554 | val_loss: 0.0311728 | Time: 1728.08 ms
[2021-09-06 03:12:00 main:574] : INFO : Epoch 1979 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 1759.95 ms
[2021-09-06 03:12:01 main:574] : INFO : Epoch 1980 | loss: 0.0311608 | val_loss: 0.0311741 | Time: 1691.36 ms
[2021-09-06 03:12:03 main:574] : INFO : Epoch 1981 | loss: 0.0311562 | val_loss: 0.0311724 | Time: 1911.58 ms
[2021-09-06 03:12:05 main:574] : INFO : Epoch 1982 | loss: 0.0311574 | val_loss: 0.0311841 | Time: 1700.07 ms
[2021-09-06 03:12:07 main:574] : INFO : Epoch 1983 | loss: 0.0311577 | val_loss: 0.0311712 | Time: 1836.19 ms
[2021-09-06 03:12:09 main:574] : INFO : Epoch 1984 | loss: 0.0311531 | val_loss: 0.031171 | Time: 1786.53 ms
[2021-09-06 03:12:10 main:574] : INFO : Epoch 1985 | loss: 0.0311541 | val_loss: 0.0311779 | Time: 1708.3 ms
[2021-09-06 03:12:12 main:574] : INFO : Epoch 1986 | loss: 0.0311563 | val_loss: 0.0311703 | Time: 1710.34 ms
[2021-09-06 03:12:14 main:574] : INFO : Epoch 1987 | loss: 0.0311558 | val_loss: 0.0311713 | Time: 1729.46 ms
[2021-09-06 03:12:15 main:574] : INFO : Epoch 1988 | loss: 0.0311542 | val_loss: 0.0311763 | Time: 1686.03 ms
[2021-09-06 03:12:17 main:574] : INFO : Epoch 1989 | loss: 0.0311547 | val_loss: 0.0311738 | Time: 1709.79 ms
[2021-09-06 03:12:19 main:574] : INFO : Epoch 1990 | loss: 0.0311532 | val_loss: 0.0311741 | Time: 1765.44 ms
[2021-09-06 03:12:21 main:574] : INFO : Epoch 1991 | loss: 0.0311523 | val_loss: 0.0311741 | Time: 1750.42 ms
[2021-09-06 03:12:22 main:574] : INFO : Epoch 1992 | loss: 0.0311584 | val_loss: 0.0311736 | Time: 1701.22 ms
[2021-09-06 03:12:24 main:574] : INFO : Epoch 1993 | loss: 0.0311704 | val_loss: 0.0311722 | Time: 1798.25 ms
[2021-09-06 03:12:26 main:574] : INFO : Epoch 1994 | loss: 0.0311687 | val_loss: 0.0311716 | Time: 1740.82 ms
[2021-09-06 03:12:28 main:574] : INFO : Epoch 1995 | loss: 0.031167 | val_loss: 0.0311718 | Time: 1763.94 ms
[2021-09-06 03:12:29 main:574] : INFO : Epoch 1996 | loss: 0.0311713 | val_loss: 0.0311749 | Time: 1711.82 ms
[2021-09-06 03:12:31 main:574] : INFO : Epoch 1997 | loss: 0.031167 | val_loss: 0.0311745 | Time: 1703.59 ms
[2021-09-06 03:12:33 main:574] : INFO : Epoch 1998 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 1783.86 ms
[2021-09-06 03:12:35 main:574] : INFO : Epoch 1999 | loss: 0.0311666 | val_loss: 0.0311772 | Time: 1763.47 ms
[2021-09-06 03:12:36 main:574] : INFO : Epoch 2000 | loss: 0.031166 | val_loss: 0.0311805 | Time: 1757.29 ms
[2021-09-06 03:12:38 main:574] : INFO : Epoch 2001 | loss: 0.0311637 | val_loss: 0.0311705 | Time: 1783.14 ms
[2021-09-06 03:12:40 main:574] : INFO : Epoch 2002 | loss: 0.0311606 | val_loss: 0.0311689 | Time: 1717.41 ms
[2021-09-06 03:12:42 main:574] : INFO : Epoch 2003 | loss: 0.0311617 | val_loss: 0.0311682 | Time: 1737.73 ms
[2021-09-06 03:12:43 main:574] : INFO : Epoch 2004 | loss: 0.0311615 | val_loss: 0.0311715 | Time: 1728.65 ms
[2021-09-06 03:12:45 main:574] : INFO : Epoch 2005 | loss: 0.0311635 | val_loss: 0.0311688 | Time: 1693.31 ms
[2021-09-06 03:12:47 main:574] : INFO : Epoch 2006 | loss: 0.0311639 | val_loss: 0.0311691 | Time: 1919.29 ms
[2021-09-06 03:12:49 main:574] : INFO : Epoch 2007 | loss: 0.0311606 | val_loss: 0.0311719 | Time: 1787.53 ms
[2021-09-06 03:12:51 main:574] : INFO : Epoch 2008 | loss: 0.031162 | val_loss: 0.0311712 | Time: 1778.89 ms
[2021-09-06 03:12:52 main:574] : INFO : Epoch 2009 | loss: 0.031161 | val_loss: 0.0311733 | Time: 1692.61 ms
[2021-09-06 03:12:54 main:574] : INFO : Epoch 2010 | loss: 0.0311597 | val_loss: 0.0311699 | Time: 1690.44 ms
[2021-09-06 03:12:56 main:574] : INFO : Epoch 2011 | loss: 0.0311579 | val_loss: 0.0311707 | Time: 1696.8 ms
[2021-09-06 03:12:57 main:574] : INFO : Epoch 2012 | loss: 0.0311567 | val_loss: 0.0311684 | Time: 1723.93 ms
[2021-09-06 03:12:59 main:574] : INFO : Epoch 2013 | loss: 0.0311565 | val_loss: 0.0311733 | Time: 1709.55 ms
[2021-09-06 03:13:01 main:574] : INFO : Epoch 2014 | loss: 0.0311566 | val_loss: 0.0311761 | Time: 1698.78 ms
[2021-09-06 03:13:03 main:574] : INFO : Epoch 2015 | loss: 0.0311557 | val_loss: 0.0311695 | Time: 1679.74 ms
[2021-09-06 03:13:04 main:574] : INFO : Epoch 2016 | loss: 0.0311553 | val_loss: 0.03117 | Time: 1741.3 ms
[2021-09-06 03:13:06 main:574] : INFO : Epoch 2017 | loss: 0.0311578 | val_loss: 0.0311754 | Time: 1743.07 ms
[2021-09-06 03:13:08 main:574] : INFO : Epoch 2018 | loss: 0.0311556 | val_loss: 0.0311726 | Time: 1812.49 ms
[2021-09-06 03:13:10 main:574] : INFO : Epoch 2019 | loss: 0.031155 | val_loss: 0.0311693 | Time: 1690.99 ms
[2021-09-06 03:13:11 main:574] : INFO : Epoch 2020 | loss: 0.0311534 | val_loss: 0.031169 | Time: 1708.05 ms
[2021-09-06 03:13:13 main:574] : INFO : Epoch 2021 | loss: 0.0311555 | val_loss: 0.0311713 | Time: 1697.53 ms
[2021-09-06 03:13:15 main:574] : INFO : Epoch 2022 | loss: 0.031155 | val_loss: 0.0311694 | Time: 1695.53 ms
[2021-09-06 03:13:16 main:574] : INFO : Epoch 2023 | loss: 0.0311551 | val_loss: 0.031172 | Time: 1733.02 ms
[2021-09-06 03:13:18 main:574] : INFO : Epoch 2024 | loss: 0.0311523 | val_loss: 0.0311721 | Time: 1828.77 ms
[2021-09-06 03:13:20 main:574] : INFO : Epoch 2025 | loss: 0.0311531 | val_loss: 0.0311727 | Time: 1886.66 ms
[2021-09-06 03:13:22 main:574] : INFO : Epoch 2026 | loss: 0.0311526 | val_loss: 0.0311745 | Time: 1734.18 ms
[2021-09-06 03:13:24 main:574] : INFO : Epoch 2027 | loss: 0.0311524 | val_loss: 0.0311805 | Time: 1812.05 ms
[2021-09-06 03:13:25 main:574] : INFO : Epoch 2028 | loss: 0.0311498 | val_loss: 0.0311723 | Time: 1722.33 ms
[2021-09-06 03:13:27 main:574] : INFO : Epoch 2029 | loss: 0.0311512 | val_loss: 0.0311732 | Time: 1709.01 ms
[2021-09-06 03:13:29 main:574] : INFO : Epoch 2030 | loss: 0.0311507 | val_loss: 0.0311707 | Time: 1716.55 ms
[2021-09-06 03:13:31 main:574] : INFO : Epoch 2031 | loss: 0.0311494 | val_loss: 0.0311717 | Time: 1730.17 ms
[2021-09-06 03:13:32 main:574] : INFO : Epoch 2032 | loss: 0.0311515 | val_loss: 0.031172 | Time: 1706.32 ms
[2021-09-06 03:13:34 main:574] : INFO : Epoch 2033 | loss: 0.0311511 | val_loss: 0.0311694 | Time: 1776.21 ms
[2021-09-06 03:13:36 main:574] : INFO : Epoch 2034 | loss: 0.031152 | val_loss: 0.0311719 | Time: 1752.92 ms
[2021-09-06 03:13:37 main:574] : INFO : Epoch 2035 | loss: 0.0311549 | val_loss: 0.0311719 | Time: 1711.43 ms
[2021-09-06 03:13:39 main:574] : INFO : Epoch 2036 | loss: 0.0311557 | val_loss: 0.0311733 | Time: 1744.93 ms
[2021-09-06 03:13:41 main:574] : INFO : Epoch 2037 | loss: 0.0311536 | val_loss: 0.0311731 | Time: 1776.58 ms
[2021-09-06 03:13:43 main:574] : INFO : Epoch 2038 | loss: 0.0311542 | val_loss: 0.031168 | Time: 1794.18 ms
[2021-09-06 03:13:45 main:574] : INFO : Epoch 2039 | loss: 0.0311578 | val_loss: 0.0311699 | Time: 1726.35 ms
[2021-09-06 03:13:46 main:574] : INFO : Epoch 2040 | loss: 0.0311582 | val_loss: 0.031167 | Time: 1686.53 ms
[2021-09-06 03:13:48 main:574] : INFO : Epoch 2041 | loss: 0.0311596 | val_loss: 0.0311727 | Time: 1794.04 ms
[2021-09-06 03:13:50 main:574] : INFO : Epoch 2042 | loss: 0.0311665 | val_loss: 0.0311749 | Time: 1873.5 ms
[2021-09-06 03:13:52 main:574] : INFO : Epoch 2043 | loss: 0.0311661 | val_loss: 0.031179 | Time: 1883.51 ms
[2021-09-06 03:13:54 main:574] : INFO : Epoch 2044 | loss: 0.031161 | val_loss: 0.0311695 | Time: 1934.59 ms
[2021-09-06 03:13:56 main:574] : INFO : Epoch 2045 | loss: 0.0311569 | val_loss: 0.0311687 | Time: 1840.34 ms
[2021-09-06 03:13:58 main:574] : INFO : Epoch 2046 | loss: 0.0311563 | val_loss: 0.0311668 | Time: 1816.74 ms
[2021-09-06 03:14:00 main:574] : INFO : Epoch 2047 | loss: 0.0311578 | val_loss: 0.0311652 | Time: 1813.18 ms
[2021-09-06 03:14:01 main:574] : INFO : Epoch 2048 | loss: 0.0311566 | val_loss: 0.0311631 | Time: 1795.82 ms
[2021-09-06 03:14:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311631
[2021-09-06 03:14:01 main:603] : INFO : Saving end state to config to file
[2021-09-06 03:14:01 main:608] : INFO : Success, exiting..
03:14:01 (17768): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)