Task 4197472
| Name | ParityModified-1611721552-18770-5_0 |
| Workunit | 2292016 |
| Created | 27 Feb 2021, 21:43:13 UTC |
| Sent | 9 Mar 2021, 5:10:03 UTC |
| Report deadline | 16 Mar 2021, 5:10:03 UTC |
| Received | 9 Mar 2021, 7:07:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 59 min 12 sec |
| CPU time | 58 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312058 | val_loss: 0.0312081 | Time: 1596.66 ms
[2021-03-09 07:49:41 main:574] : INFO : Epoch 1543 | loss: 0.031206 | val_loss: 0.0312099 | Time: 1730.98 ms
[2021-03-09 07:49:43 main:574] : INFO : Epoch 1544 | loss: 0.031206 | val_loss: 0.0312091 | Time: 1809.25 ms
[2021-03-09 07:49:44 main:574] : INFO : Epoch 1545 | loss: 0.0312069 | val_loss: 0.0312083 | Time: 1701.96 ms
[2021-03-09 07:49:46 main:574] : INFO : Epoch 1546 | loss: 0.0312064 | val_loss: 0.0312094 | Time: 1790 ms
[2021-03-09 07:49:48 main:574] : INFO : Epoch 1547 | loss: 0.0312073 | val_loss: 0.0312128 | Time: 1494.92 ms
[2021-03-09 07:49:49 main:574] : INFO : Epoch 1548 | loss: 0.0312101 | val_loss: 0.0312128 | Time: 1669.42 ms
[2021-03-09 07:49:51 main:574] : INFO : Epoch 1549 | loss: 0.0312065 | val_loss: 0.0312084 | Time: 1775.87 ms
[2021-03-09 07:49:53 main:574] : INFO : Epoch 1550 | loss: 0.0312081 | val_loss: 0.0312088 | Time: 1774.47 ms
[2021-03-09 07:49:55 main:574] : INFO : Epoch 1551 | loss: 0.0312082 | val_loss: 0.0312173 | Time: 1771.92 ms
[2021-03-09 07:49:56 main:574] : INFO : Epoch 1552 | loss: 0.0312087 | val_loss: 0.0312092 | Time: 1713.74 ms
[2021-03-09 07:49:58 main:574] : INFO : Epoch 1553 | loss: 0.0312063 | val_loss: 0.0312113 | Time: 1439.48 ms
[2021-03-09 07:50:00 main:574] : INFO : Epoch 1554 | loss: 0.0312066 | val_loss: 0.0312082 | Time: 1628.92 ms
[2021-03-09 07:50:01 main:574] : INFO : Epoch 1555 | loss: 0.031206 | val_loss: 0.0312083 | Time: 1786.43 ms
[2021-03-09 07:50:03 main:574] : INFO : Epoch 1556 | loss: 0.0312062 | val_loss: 0.0312085 | Time: 1745.43 ms
[2021-03-09 07:50:05 main:574] : INFO : Epoch 1557 | loss: 0.0312056 | val_loss: 0.0312089 | Time: 1753.12 ms
[2021-03-09 07:50:07 main:574] : INFO : Epoch 1558 | loss: 0.0312069 | val_loss: 0.0312087 | Time: 1775.58 ms
[2021-03-09 07:50:08 main:574] : INFO : Epoch 1559 | loss: 0.0312055 | val_loss: 0.0312087 | Time: 1412.01 ms
[2021-03-09 07:50:10 main:574] : INFO : Epoch 1560 | loss: 0.0312054 | val_loss: 0.0312085 | Time: 1709.71 ms
[2021-03-09 07:50:12 main:574] : INFO : Epoch 1561 | loss: 0.031206 | val_loss: 0.031209 | Time: 1813.22 ms
[2021-03-09 07:50:13 main:574] : INFO : Epoch 1562 | loss: 0.031206 | val_loss: 0.0312103 | Time: 1786.43 ms
[2021-03-09 07:50:15 main:574] : INFO : Epoch 1563 | loss: 0.0312058 | val_loss: 0.0312101 | Time: 1788.09 ms
[2021-03-09 07:50:17 main:574] : INFO : Epoch 1564 | loss: 0.0312068 | val_loss: 0.0312085 | Time: 1774.51 ms
[2021-03-09 07:50:18 main:574] : INFO : Epoch 1565 | loss: 0.0312056 | val_loss: 0.0312094 | Time: 1427.65 ms
[2021-03-09 07:50:20 main:574] : INFO : Epoch 1566 | loss: 0.031207 | val_loss: 0.03121 | Time: 1813.96 ms
[2021-03-09 07:50:22 main:574] : INFO : Epoch 1567 | loss: 0.0312064 | val_loss: 0.0312095 | Time: 1806.3 ms
[2021-03-09 07:50:24 main:574] : INFO : Epoch 1568 | loss: 0.031206 | val_loss: 0.0312184 | Time: 1717.24 ms
[2021-03-09 07:50:26 main:574] : INFO : Epoch 1569 | loss: 0.0312083 | val_loss: 0.0312135 | Time: 1726.57 ms
[2021-03-09 07:50:27 main:574] : INFO : Epoch 1570 | loss: 0.0312071 | val_loss: 0.0312097 | Time: 1639.73 ms
[2021-03-09 07:50:29 main:574] : INFO : Epoch 1571 | loss: 0.0312058 | val_loss: 0.0312089 | Time: 1456.97 ms
[2021-03-09 07:50:30 main:574] : INFO : Epoch 1572 | loss: 0.0312067 | val_loss: 0.0312119 | Time: 1811.01 ms
[2021-03-09 07:50:32 main:574] : INFO : Epoch 1573 | loss: 0.0312083 | val_loss: 0.0312178 | Time: 1696.43 ms
[2021-03-09 07:50:34 main:574] : INFO : Epoch 1574 | loss: 0.0312101 | val_loss: 0.0312104 | Time: 1728.89 ms
[2021-03-09 07:50:36 main:574] : INFO : Epoch 1575 | loss: 0.0312074 | val_loss: 0.0312095 | Time: 1772.83 ms
[2021-03-09 07:50:37 main:574] : INFO : Epoch 1576 | loss: 0.0312057 | val_loss: 0.0312094 | Time: 1658.86 ms
[2021-03-09 07:50:39 main:574] : INFO : Epoch 1577 | loss: 0.0312062 | val_loss: 0.0312084 | Time: 1543.06 ms
[2021-03-09 07:50:41 main:574] : INFO : Epoch 1578 | loss: 0.0312054 | val_loss: 0.0312098 | Time: 1799.1 ms
[2021-03-09 07:50:43 main:574] : INFO : Epoch 1579 | loss: 0.0312056 | val_loss: 0.0312085 | Time: 1767.73 ms
[2021-03-09 07:50:44 main:574] : INFO : Epoch 1580 | loss: 0.0312064 | val_loss: 0.0312108 | Time: 1708.37 ms
[2021-03-09 07:50:46 main:574] : INFO : Epoch 1581 | loss: 0.0312059 | val_loss: 0.0312091 | Time: 1781.16 ms
[2021-03-09 07:50:48 main:574] : INFO : Epoch 1582 | loss: 0.0312065 | val_loss: 0.031211 | Time: 1612.29 ms
[2021-03-09 07:50:49 main:574] : INFO : Epoch 1583 | loss: 0.0312063 | val_loss: 0.0312092 | Time: 1620.3 ms
[2021-03-09 07:50:51 main:574] : INFO : Epoch 1584 | loss: 0.0312058 | val_loss: 0.0312098 | Time: 1857.83 ms
[2021-03-09 07:50:53 main:574] : INFO : Epoch 1585 | loss: 0.0312059 | val_loss: 0.0312083 | Time: 1786.19 ms
[2021-03-09 07:50:55 main:574] : INFO : Epoch 1586 | loss: 0.0312064 | val_loss: 0.0312135 | Time: 1787.59 ms
[2021-03-09 07:50:57 main:574] : INFO : Epoch 1587 | loss: 0.0312074 | val_loss: 0.0312086 | Time: 1755.51 ms
[2021-03-09 07:50:58 main:574] : INFO : Epoch 1588 | loss: 0.0312061 | val_loss: 0.0312087 | Time: 1461.03 ms
[2021-03-09 07:51:00 main:574] : INFO : Epoch 1589 | loss: 0.0312099 | val_loss: 0.0312098 | Time: 1651.04 ms
[2021-03-09 07:51:01 main:574] : INFO : Epoch 1590 | loss: 0.0312091 | val_loss: 0.0312123 | Time: 1756.68 ms
[2021-03-09 07:51:03 main:574] : INFO : Epoch 1591 | loss: 0.0312081 | val_loss: 0.0312127 | Time: 1700.66 ms
[2021-03-09 07:51:05 main:574] : INFO : Epoch 1592 | loss: 0.0312063 | val_loss: 0.0312096 | Time: 1770.22 ms
[2021-03-09 07:51:07 main:574] : INFO : Epoch 1593 | loss: 0.0312065 | val_loss: 0.0312083 | Time: 1668.12 ms
[2021-03-09 07:51:08 main:574] : INFO : Epoch 1594 | loss: 0.0312065 | val_loss: 0.0312094 | Time: 1441.15 ms
[2021-03-09 07:51:10 main:574] : INFO : Epoch 1595 | loss: 0.0312064 | val_loss: 0.0312087 | Time: 1641.04 ms
[2021-03-09 07:51:11 main:574] : INFO : Epoch 1596 | loss: 0.0312055 | val_loss: 0.0312092 | Time: 1683.9 ms
[2021-03-09 07:51:13 main:574] : INFO : Epoch 1597 | loss: 0.0312056 | val_loss: 0.0312084 | Time: 1799.67 ms
[2021-03-09 07:51:15 main:574] : INFO : Epoch 1598 | loss: 0.0312056 | val_loss: 0.0312097 | Time: 1769.96 ms
[2021-03-09 07:51:17 main:574] : INFO : Epoch 1599 | loss: 0.031206 | val_loss: 0.0312087 | Time: 1732.57 ms
[2021-03-09 07:51:18 main:574] : INFO : Epoch 1600 | loss: 0.0312061 | val_loss: 0.0312087 | Time: 1437.34 ms
[2021-03-09 07:51:20 main:574] : INFO : Epoch 1601 | loss: 0.0312068 | val_loss: 0.0312084 | Time: 1688.25 ms
[2021-03-09 07:51:22 main:574] : INFO : Epoch 1602 | loss: 0.0312074 | val_loss: 0.0312087 | Time: 1706.07 ms
[2021-03-09 07:51:23 main:574] : INFO : Epoch 1603 | loss: 0.0312058 | val_loss: 0.0312095 | Time: 1785.73 ms
[2021-03-09 07:51:25 main:574] : INFO : Epoch 1604 | loss: 0.0312072 | val_loss: 0.0312091 | Time: 1773.28 ms
[2021-03-09 07:51:27 main:574] : INFO : Epoch 1605 | loss: 0.0312071 | val_loss: 0.0312094 | Time: 1867.38 ms
[2021-03-09 07:51:29 main:574] : INFO : Epoch 1606 | loss: 0.0312064 | val_loss: 0.0312086 | Time: 1456.69 ms
[2021-03-09 07:51:30 main:574] : INFO : Epoch 1607 | loss: 0.0312072 | val_loss: 0.0312124 | Time: 1742.99 ms
[2021-03-09 07:51:32 main:574] : INFO : Epoch 1608 | loss: 0.0312087 | val_loss: 0.031209 | Time: 1683.12 ms
[2021-03-09 07:51:34 main:574] : INFO : Epoch 1609 | loss: 0.0312059 | val_loss: 0.0312084 | Time: 1760.35 ms
[2021-03-09 07:51:36 main:574] : INFO : Epoch 1610 | loss: 0.0312055 | val_loss: 0.0312084 | Time: 1756.24 ms
[2021-03-09 07:51:37 main:574] : INFO : Epoch 1611 | loss: 0.0312059 | val_loss: 0.0312095 | Time: 1674.83 ms
[2021-03-09 07:51:39 main:574] : INFO : Epoch 1612 | loss: 0.0312052 | val_loss: 0.0312084 | Time: 1399.33 ms
[2021-03-09 07:51:40 main:574] : INFO : Epoch 1613 | loss: 0.0312066 | val_loss: 0.0312091 | Time: 1750.1 ms
[2021-03-09 07:51:42 main:574] : INFO : Epoch 1614 | loss: 0.0312063 | val_loss: 0.0312089 | Time: 1831.85 ms
[2021-03-09 07:51:44 main:574] : INFO : Epoch 1615 | loss: 0.031206 | val_loss: 0.0312112 | Time: 1856.11 ms
[2021-03-09 07:51:46 main:574] : INFO : Epoch 1616 | loss: 0.0312062 | val_loss: 0.0312095 | Time: 1764.01 ms
[2021-03-09 07:51:47 main:574] : INFO : Epoch 1617 | loss: 0.031207 | val_loss: 0.0312096 | Time: 1587.87 ms
[2021-03-09 07:51:49 main:574] : INFO : Epoch 1618 | loss: 0.0312068 | val_loss: 0.0312103 | Time: 1531.99 ms
[2021-03-09 07:51:51 main:574] : INFO : Epoch 1619 | loss: 0.0312061 | val_loss: 0.0312091 | Time: 1772.12 ms
[2021-03-09 07:51:53 main:574] : INFO : Epoch 1620 | loss: 0.031207 | val_loss: 0.0312102 | Time: 1795.95 ms
[2021-03-09 07:51:54 main:574] : INFO : Epoch 1621 | loss: 0.0312066 | val_loss: 0.0312113 | Time: 1803.43 ms
[2021-03-09 07:51:56 main:574] : INFO : Epoch 1622 | loss: 0.031207 | val_loss: 0.0312096 | Time: 1820.49 ms
[2021-03-09 07:51:58 main:574] : INFO : Epoch 1623 | loss: 0.0312079 | val_loss: 0.0312115 | Time: 1557.33 ms
[2021-03-09 07:51:59 main:574] : INFO : Epoch 1624 | loss: 0.0312085 | val_loss: 0.0312176 | Time: 1614.93 ms
[2021-03-09 07:52:01 main:574] : INFO : Epoch 1625 | loss: 0.031207 | val_loss: 0.0312089 | Time: 1839.98 ms
[2021-03-09 07:52:03 main:574] : INFO : Epoch 1626 | loss: 0.0312068 | val_loss: 0.0312135 | Time: 1769.12 ms
[2021-03-09 07:52:05 main:574] : INFO : Epoch 1627 | loss: 0.0312077 | val_loss: 0.0312101 | Time: 1750.81 ms
[2021-03-09 07:52:07 main:574] : INFO : Epoch 1628 | loss: 0.0312069 | val_loss: 0.0312082 | Time: 1706.36 ms
[2021-03-09 07:52:08 main:574] : INFO : Epoch 1629 | loss: 0.0312062 | val_loss: 0.031209 | Time: 1489.09 ms
[2021-03-09 07:52:10 main:574] : INFO : Epoch 1630 | loss: 0.0312059 | val_loss: 0.0312081 | Time: 1598.9 ms
[2021-03-09 07:52:11 main:574] : INFO : Epoch 1631 | loss: 0.0312067 | val_loss: 0.0312098 | Time: 1723.51 ms
[2021-03-09 07:52:13 main:574] : INFO : Epoch 1632 | loss: 0.0312065 | val_loss: 0.0312117 | Time: 1837.26 ms
[2021-03-09 07:52:15 main:574] : INFO : Epoch 1633 | loss: 0.031207 | val_loss: 0.03121 | Time: 1779.32 ms
[2021-03-09 07:52:17 main:574] : INFO : Epoch 1634 | loss: 0.0312061 | val_loss: 0.0312097 | Time: 1883.89 ms
[2021-03-09 07:52:18 main:574] : INFO : Epoch 1635 | loss: 0.0312084 | val_loss: 0.031208 | Time: 1417.26 ms
[2021-03-09 07:52:20 main:574] : INFO : Epoch 1636 | loss: 0.031206 | val_loss: 0.0312083 | Time: 1704.79 ms
[2021-03-09 07:52:22 main:574] : INFO : Epoch 1637 | loss: 0.031206 | val_loss: 0.0312095 | Time: 1765.1 ms
[2021-03-09 07:52:24 main:574] : INFO : Epoch 1638 | loss: 0.0312063 | val_loss: 0.0312085 | Time: 1750.8 ms
[2021-03-09 07:52:25 main:574] : INFO : Epoch 1639 | loss: 0.0312065 | val_loss: 0.0312081 | Time: 1771.78 ms
[2021-03-09 07:52:27 main:574] : INFO : Epoch 1640 | loss: 0.0312056 | val_loss: 0.0312082 | Time: 1773.15 ms
[2021-03-09 07:52:29 main:574] : INFO : Epoch 1641 | loss: 0.0312058 | val_loss: 0.0312083 | Time: 1387.99 ms
[2021-03-09 07:52:30 main:574] : INFO : Epoch 1642 | loss: 0.0312063 | val_loss: 0.0312094 | Time: 1700.87 ms
[2021-03-09 07:52:32 main:574] : INFO : Epoch 1643 | loss: 0.0312063 | val_loss: 0.031208 | Time: 1747.07 ms
[2021-03-09 07:52:34 main:574] : INFO : Epoch 1644 | loss: 0.0312071 | val_loss: 0.0312087 | Time: 1816.39 ms
[2021-03-09 07:52:36 main:574] : INFO : Epoch 1645 | loss: 0.0312061 | val_loss: 0.0312109 | Time: 1773.23 ms
[2021-03-09 07:52:37 main:574] : INFO : Epoch 1646 | loss: 0.0312074 | val_loss: 0.0312149 | Time: 1703.15 ms
[2021-03-09 07:52:39 main:574] : INFO : Epoch 1647 | loss: 0.0312081 | val_loss: 0.0312101 | Time: 1472.25 ms
[2021-03-09 07:52:41 main:574] : INFO : Epoch 1648 | loss: 0.0312057 | val_loss: 0.0312093 | Time: 1707.47 ms
[2021-03-09 07:52:42 main:574] : INFO : Epoch 1649 | loss: 0.0312057 | val_loss: 0.0312105 | Time: 1770.81 ms
[2021-03-09 07:52:44 main:574] : INFO : Epoch 1650 | loss: 0.031206 | val_loss: 0.0312106 | Time: 1803.36 ms
[2021-03-09 07:52:46 main:574] : INFO : Epoch 1651 | loss: 0.0312068 | val_loss: 0.0312089 | Time: 1819.51 ms
[2021-03-09 07:52:48 main:574] : INFO : Epoch 1652 | loss: 0.0312055 | val_loss: 0.0312084 | Time: 1661.36 ms
[2021-03-09 07:52:49 main:574] : INFO : Epoch 1653 | loss: 0.0312072 | val_loss: 0.0312098 | Time: 1498.99 ms
[2021-03-09 07:52:51 main:574] : INFO : Epoch 1654 | loss: 0.0312067 | val_loss: 0.0312098 | Time: 1785.91 ms
[2021-03-09 07:52:53 main:574] : INFO : Epoch 1655 | loss: 0.0312062 | val_loss: 0.0312096 | Time: 1815.13 ms
[2021-03-09 07:52:54 main:574] : INFO : Epoch 1656 | loss: 0.0312057 | val_loss: 0.0312092 | Time: 1765.14 ms
[2021-03-09 07:52:56 main:574] : INFO : Epoch 1657 | loss: 0.0312065 | val_loss: 0.0312092 | Time: 1795.09 ms
[2021-03-09 07:52:58 main:574] : INFO : Epoch 1658 | loss: 0.0312058 | val_loss: 0.0312093 | Time: 1553.64 ms
[2021-03-09 07:53:00 main:574] : INFO : Epoch 1659 | loss: 0.0312061 | val_loss: 0.0312115 | Time: 1636 ms
[2021-03-09 07:53:01 main:574] : INFO : Epoch 1660 | loss: 0.0312075 | val_loss: 0.0312112 | Time: 1737.84 ms
[2021-03-09 07:53:03 main:574] : INFO : Epoch 1661 | loss: 0.0312069 | val_loss: 0.0312087 | Time: 1716.28 ms
[2021-03-09 07:53:05 main:574] : INFO : Epoch 1662 | loss: 0.0312062 | val_loss: 0.0312109 | Time: 1728.52 ms
[2021-03-09 07:53:07 main:574] : INFO : Epoch 1663 | loss: 0.0312063 | val_loss: 0.0312098 | Time: 1783.2 ms
[2021-03-09 07:53:08 main:574] : INFO : Epoch 1664 | loss: 0.0312063 | val_loss: 0.0312087 | Time: 1510.25 ms
[2021-03-09 07:53:10 main:574] : INFO : Epoch 1665 | loss: 0.0312055 | val_loss: 0.0312085 | Time: 1586.39 ms
[2021-03-09 07:53:11 main:574] : INFO : Epoch 1666 | loss: 0.0312076 | val_loss: 0.0312102 | Time: 1841.75 ms
[2021-03-09 07:53:13 main:574] : INFO : Epoch 1667 | loss: 0.0312065 | val_loss: 0.0312091 | Time: 1800.19 ms
[2021-03-09 07:53:15 main:574] : INFO : Epoch 1668 | loss: 0.0312062 | val_loss: 0.0312088 | Time: 1826.39 ms
[2021-03-09 07:53:17 main:574] : INFO : Epoch 1669 | loss: 0.031206 | val_loss: 0.0312083 | Time: 1747.26 ms
[2021-03-09 07:53:18 main:574] : INFO : Epoch 1670 | loss: 0.0312074 | val_loss: 0.0312104 | Time: 1484.99 ms
[2021-03-09 07:53:20 main:574] : INFO : Epoch 1671 | loss: 0.0312074 | val_loss: 0.0312106 | Time: 1764.43 ms
[2021-03-09 07:53:22 main:574] : INFO : Epoch 1672 | loss: 0.0312068 | val_loss: 0.0312088 | Time: 1688.96 ms
[2021-03-09 07:53:24 main:574] : INFO : Epoch 1673 | loss: 0.0312072 | val_loss: 0.0312111 | Time: 1844.78 ms
[2021-03-09 07:53:26 main:574] : INFO : Epoch 1674 | loss: 0.031207 | val_loss: 0.0312135 | Time: 1798.71 ms
[2021-03-09 07:53:27 main:574] : INFO : Epoch 1675 | loss: 0.0312072 | val_loss: 0.0312124 | Time: 1757.26 ms
[2021-03-09 07:53:29 main:574] : INFO : Epoch 1676 | loss: 0.0312079 | val_loss: 0.0312101 | Time: 1432.18 ms
[2021-03-09 07:53:31 main:574] : INFO : Epoch 1677 | loss: 0.0312069 | val_loss: 0.0312087 | Time: 1839.33 ms
[2021-03-09 07:53:32 main:574] : INFO : Epoch 1678 | loss: 0.0312068 | val_loss: 0.0312094 | Time: 1867.64 ms
[2021-03-09 07:53:34 main:574] : INFO : Epoch 1679 | loss: 0.0312054 | val_loss: 0.0312084 | Time: 1780.01 ms
[2021-03-09 07:53:36 main:574] : INFO : Epoch 1680 | loss: 0.0312061 | val_loss: 0.0312091 | Time: 1764.26 ms
[2021-03-09 07:53:38 main:574] : INFO : Epoch 1681 | loss: 0.0312065 | val_loss: 0.0312099 | Time: 1593.79 ms
[2021-03-09 07:53:39 main:574] : INFO : Epoch 1682 | loss: 0.0312056 | val_loss: 0.0312093 | Time: 1535.81 ms
[2021-03-09 07:53:41 main:574] : INFO : Epoch 1683 | loss: 0.0312059 | val_loss: 0.0312105 | Time: 1683.09 ms
[2021-03-09 07:53:43 main:574] : INFO : Epoch 1684 | loss: 0.0312078 | val_loss: 0.031208 | Time: 1722.73 ms
[2021-03-09 07:53:44 main:574] : INFO : Epoch 1685 | loss: 0.0312062 | val_loss: 0.0312088 | Time: 1824.95 ms
[2021-03-09 07:53:46 main:574] : INFO : Epoch 1686 | loss: 0.0312055 | val_loss: 0.0312088 | Time: 1871.26 ms
[2021-03-09 07:53:48 main:574] : INFO : Epoch 1687 | loss: 0.0312061 | val_loss: 0.0312104 | Time: 1542.08 ms
[2021-03-09 07:53:49 main:574] : INFO : Epoch 1688 | loss: 0.0312059 | val_loss: 0.0312107 | Time: 1613.7 ms
[2021-03-09 07:53:51 main:574] : INFO : Epoch 1689 | loss: 0.0312057 | val_loss: 0.0312087 | Time: 1758.04 ms
[2021-03-09 07:53:53 main:574] : INFO : Epoch 1690 | loss: 0.0312057 | val_loss: 0.0312106 | Time: 1777.39 ms
[2021-03-09 07:53:55 main:574] : INFO : Epoch 1691 | loss: 0.0312083 | val_loss: 0.0312093 | Time: 1797.32 ms
[2021-03-09 07:53:57 main:574] : INFO : Epoch 1692 | loss: 0.0312059 | val_loss: 0.0312106 | Time: 1758.49 ms
[2021-03-09 07:53:58 main:574] : INFO : Epoch 1693 | loss: 0.0312059 | val_loss: 0.0312097 | Time: 1495.58 ms
[2021-03-09 07:54:00 main:574] : INFO : Epoch 1694 | loss: 0.031206 | val_loss: 0.0312091 | Time: 1678.18 ms
[2021-03-09 07:54:02 main:574] : INFO : Epoch 1695 | loss: 0.0312057 | val_loss: 0.0312088 | Time: 1707.89 ms
[2021-03-09 07:54:03 main:574] : INFO : Epoch 1696 | loss: 0.0312052 | val_loss: 0.0312087 | Time: 1726.58 ms
[2021-03-09 07:54:05 main:574] : INFO : Epoch 1697 | loss: 0.0312066 | val_loss: 0.0312119 | Time: 1788.52 ms
[2021-03-09 07:54:07 main:574] : INFO : Epoch 1698 | loss: 0.0312084 | val_loss: 0.0312104 | Time: 1790.73 ms
[2021-03-09 07:54:08 main:574] : INFO : Epoch 1699 | loss: 0.0312075 | val_loss: 0.031209 | Time: 1459.29 ms
[2021-03-09 07:54:10 main:574] : INFO : Epoch 1700 | loss: 0.0312068 | val_loss: 0.0312084 | Time: 1714.91 ms
[2021-03-09 07:54:12 main:574] : INFO : Epoch 1701 | loss: 0.0312055 | val_loss: 0.0312087 | Time: 1792.11 ms
[2021-03-09 07:54:14 main:574] : INFO : Epoch 1702 | loss: 0.0312059 | val_loss: 0.0312088 | Time: 1812.66 ms
[2021-03-09 07:54:15 main:574] : INFO : Epoch 1703 | loss: 0.0312057 | val_loss: 0.0312092 | Time: 1782.16 ms
[2021-03-09 07:54:17 main:574] : INFO : Epoch 1704 | loss: 0.0312059 | val_loss: 0.0312099 | Time: 1823.08 ms
[2021-03-09 07:54:19 main:574] : INFO : Epoch 1705 | loss: 0.0312093 | val_loss: 0.0312093 | Time: 1442.12 ms
[2021-03-09 07:54:21 main:574] : INFO : Epoch 1706 | loss: 0.0312077 | val_loss: 0.031211 | Time: 1791.56 ms
[2021-03-09 07:54:22 main:574] : INFO : Epoch 1707 | loss: 0.0312074 | val_loss: 0.0312096 | Time: 1680.19 ms
[2021-03-09 07:54:24 main:574] : INFO : Epoch 1708 | loss: 0.0312068 | val_loss: 0.0312104 | Time: 1718.29 ms
[2021-03-09 07:54:26 main:574] : INFO : Epoch 1709 | loss: 0.0312057 | val_loss: 0.031209 | Time: 1782.78 ms
[2021-03-09 07:54:28 main:574] : INFO : Epoch 1710 | loss: 0.0312053 | val_loss: 0.0312084 | Time: 1741.54 ms
[2021-03-09 07:54:29 main:574] : INFO : Epoch 1711 | loss: 0.0312053 | val_loss: 0.0312088 | Time: 1433.18 ms
[2021-03-09 07:54:31 main:574] : INFO : Epoch 1712 | loss: 0.0312055 | val_loss: 0.0312089 | Time: 1780.2 ms
[2021-03-09 07:54:33 main:574] : INFO : Epoch 1713 | loss: 0.0312068 | val_loss: 0.0312096 | Time: 1805.78 ms
[2021-03-09 07:54:34 main:574] : INFO : Epoch 1714 | loss: 0.0312079 | val_loss: 0.0312138 | Time: 1777.68 ms
[2021-03-09 07:54:36 main:574] : INFO : Epoch 1715 | loss: 0.0312075 | val_loss: 0.0312098 | Time: 1785.51 ms
[2021-03-09 07:54:38 main:574] : INFO : Epoch 1716 | loss: 0.0312065 | val_loss: 0.031209 | Time: 1639.68 ms
[2021-03-09 07:54:39 main:574] : INFO : Epoch 1717 | loss: 0.0312064 | val_loss: 0.031214 | Time: 1572.57 ms
[2021-03-09 07:54:41 main:574] : INFO : Epoch 1718 | loss: 0.0312071 | val_loss: 0.0312139 | Time: 1797.34 ms
[2021-03-09 07:54:43 main:574] : INFO : Epoch 1719 | loss: 0.0312062 | val_loss: 0.0312096 | Time: 1823.23 ms
[2021-03-09 07:54:45 main:574] : INFO : Epoch 1720 | loss: 0.0312055 | val_loss: 0.0312088 | Time: 1808.89 ms
[2021-03-09 07:54:47 main:574] : INFO : Epoch 1721 | loss: 0.0312055 | val_loss: 0.0312094 | Time: 1796.13 ms
[2021-03-09 07:54:48 main:574] : INFO : Epoch 1722 | loss: 0.0312056 | val_loss: 0.0312095 | Time: 1502.52 ms
[2021-03-09 07:54:50 main:574] : INFO : Epoch 1723 | loss: 0.0312064 | val_loss: 0.0312088 | Time: 1573.14 ms
[2021-03-09 07:54:52 main:574] : INFO : Epoch 1724 | loss: 0.0312071 | val_loss: 0.0312138 | Time: 1782 ms
[2021-03-09 07:54:53 main:574] : INFO : Epoch 1725 | loss: 0.0312088 | val_loss: 0.0312092 | Time: 1779.06 ms
[2021-03-09 07:54:55 main:574] : INFO : Epoch 1726 | loss: 0.0312081 | val_loss: 0.0312119 | Time: 1687.55 ms
[2021-03-09 07:54:57 main:574] : INFO : Epoch 1727 | loss: 0.0312074 | val_loss: 0.0312095 | Time: 1735.86 ms
[2021-03-09 07:54:58 main:574] : INFO : Epoch 1728 | loss: 0.0312059 | val_loss: 0.0312093 | Time: 1509.33 ms
[2021-03-09 07:55:00 main:574] : INFO : Epoch 1729 | loss: 0.031208 | val_loss: 0.0312099 | Time: 1619.77 ms
[2021-03-09 07:55:02 main:574] : INFO : Epoch 1730 | loss: 0.0312077 | val_loss: 0.0312091 | Time: 1811.58 ms
[2021-03-09 07:55:04 main:574] : INFO : Epoch 1731 | loss: 0.0312079 | val_loss: 0.0312116 | Time: 1807.06 ms
[2021-03-09 07:55:06 main:574] : INFO : Epoch 1732 | loss: 0.0312074 | val_loss: 0.0312081 | Time: 1897.2 ms
[2021-03-09 07:55:07 main:574] : INFO : Epoch 1733 | loss: 0.031206 | val_loss: 0.0312088 | Time: 1731.77 ms
[2021-03-09 07:55:09 main:574] : INFO : Epoch 1734 | loss: 0.0312057 | val_loss: 0.0312083 | Time: 1447.86 ms
[2021-03-09 07:55:10 main:574] : INFO : Epoch 1735 | loss: 0.0312063 | val_loss: 0.031209 | Time: 1720.46 ms
[2021-03-09 07:55:12 main:574] : INFO : Epoch 1736 | loss: 0.0312051 | val_loss: 0.0312087 | Time: 1717.7 ms
[2021-03-09 07:55:14 main:574] : INFO : Epoch 1737 | loss: 0.0312053 | val_loss: 0.0312101 | Time: 1714.38 ms
[2021-03-09 07:55:16 main:574] : INFO : Epoch 1738 | loss: 0.0312058 | val_loss: 0.0312092 | Time: 1805.7 ms
[2021-03-09 07:55:17 main:574] : INFO : Epoch 1739 | loss: 0.0312071 | val_loss: 0.0312094 | Time: 1763.45 ms
[2021-03-09 07:55:19 main:574] : INFO : Epoch 1740 | loss: 0.0312067 | val_loss: 0.0312098 | Time: 1432.16 ms
[2021-03-09 07:55:21 main:574] : INFO : Epoch 1741 | loss: 0.0312056 | val_loss: 0.0312103 | Time: 1736.16 ms
[2021-03-09 07:55:22 main:574] : INFO : Epoch 1742 | loss: 0.0312075 | val_loss: 0.0312109 | Time: 1737.18 ms
[2021-03-09 07:55:24 main:574] : INFO : Epoch 1743 | loss: 0.0312062 | val_loss: 0.0312093 | Time: 1799.45 ms
[2021-03-09 07:55:26 main:574] : INFO : Epoch 1744 | loss: 0.0312058 | val_loss: 0.031211 | Time: 1867.46 ms
[2021-03-09 07:55:28 main:574] : INFO : Epoch 1745 | loss: 0.0312063 | val_loss: 0.0312106 | Time: 1638.06 ms
[2021-03-09 07:55:29 main:574] : INFO : Epoch 1746 | loss: 0.0312063 | val_loss: 0.0312084 | Time: 1457.34 ms
[2021-03-09 07:55:31 main:574] : INFO : Epoch 1747 | loss: 0.0312058 | val_loss: 0.031209 | Time: 1733.19 ms
[2021-03-09 07:55:33 main:574] : INFO : Epoch 1748 | loss: 0.0312049 | val_loss: 0.031209 | Time: 1745.91 ms
[2021-03-09 07:55:35 main:574] : INFO : Epoch 1749 | loss: 0.0312051 | val_loss: 0.0312122 | Time: 1783.53 ms
[2021-03-09 07:55:36 main:574] : INFO : Epoch 1750 | loss: 0.031206 | val_loss: 0.0312088 | Time: 1895.72 ms
[2021-03-09 07:55:38 main:574] : INFO : Epoch 1751 | loss: 0.0312061 | val_loss: 0.0312096 | Time: 1607.69 ms
[2021-03-09 07:55:40 main:574] : INFO : Epoch 1752 | loss: 0.0312056 | val_loss: 0.0312089 | Time: 1567.14 ms
[2021-03-09 07:55:41 main:574] : INFO : Epoch 1753 | loss: 0.0312061 | val_loss: 0.0312089 | Time: 1830.11 ms
[2021-03-09 07:55:43 main:574] : INFO : Epoch 1754 | loss: 0.031205 | val_loss: 0.0312092 | Time: 1791.13 ms
[2021-03-09 07:55:45 main:574] : INFO : Epoch 1755 | loss: 0.0312056 | val_loss: 0.0312102 | Time: 1755.36 ms
[2021-03-09 07:55:47 main:574] : INFO : Epoch 1756 | loss: 0.0312057 | val_loss: 0.0312092 | Time: 1817.54 ms
[2021-03-09 07:55:48 main:574] : INFO : Epoch 1757 | loss: 0.0312062 | val_loss: 0.0312102 | Time: 1549.82 ms
[2021-03-09 07:55:50 main:574] : INFO : Epoch 1758 | loss: 0.0312069 | val_loss: 0.0312102 | Time: 1641.75 ms
[2021-03-09 07:55:52 main:574] : INFO : Epoch 1759 | loss: 0.0312054 | val_loss: 0.0312097 | Time: 1712.26 ms
[2021-03-09 07:55:54 main:574] : INFO : Epoch 1760 | loss: 0.0312055 | val_loss: 0.0312099 | Time: 1767.61 ms
[2021-03-09 07:55:55 main:574] : INFO : Epoch 1761 | loss: 0.0312064 | val_loss: 0.0312115 | Time: 1821.55 ms
[2021-03-09 07:55:57 main:574] : INFO : Epoch 1762 | loss: 0.0312059 | val_loss: 0.031209 | Time: 1824.08 ms
[2021-03-09 07:55:59 main:574] : INFO : Epoch 1763 | loss: 0.0312052 | val_loss: 0.0312085 | Time: 1463.44 ms
[2021-03-09 07:56:00 main:574] : INFO : Epoch 1764 | loss: 0.0312059 | val_loss: 0.0312103 | Time: 1739.27 ms
[2021-03-09 07:56:02 main:574] : INFO : Epoch 1765 | loss: 0.0312057 | val_loss: 0.0312089 | Time: 1857.5 ms
[2021-03-09 07:56:04 main:574] : INFO : Epoch 1766 | loss: 0.0312053 | val_loss: 0.0312087 | Time: 1882.71 ms
[2021-03-09 07:56:06 main:574] : INFO : Epoch 1767 | loss: 0.031205 | val_loss: 0.0312091 | Time: 1861.13 ms
[2021-03-09 07:56:08 main:574] : INFO : Epoch 1768 | loss: 0.0312059 | val_loss: 0.031209 | Time: 1690.66 ms
[2021-03-09 07:56:09 main:574] : INFO : Epoch 1769 | loss: 0.0312055 | val_loss: 0.0312108 | Time: 1517.7 ms
[2021-03-09 07:56:11 main:574] : INFO : Epoch 1770 | loss: 0.0312062 | val_loss: 0.0312087 | Time: 1786.87 ms
[2021-03-09 07:56:13 main:574] : INFO : Epoch 1771 | loss: 0.0312059 | val_loss: 0.0312085 | Time: 1766.9 ms
[2021-03-09 07:56:15 main:574] : INFO : Epoch 1772 | loss: 0.0312055 | val_loss: 0.0312117 | Time: 1777.42 ms
[2021-03-09 07:56:16 main:574] : INFO : Epoch 1773 | loss: 0.031207 | val_loss: 0.03121 | Time: 1755.78 ms
[2021-03-09 07:56:18 main:574] : INFO : Epoch 1774 | loss: 0.0312061 | val_loss: 0.031212 | Time: 1612.91 ms
[2021-03-09 07:56:20 main:574] : INFO : Epoch 1775 | loss: 0.0312062 | val_loss: 0.031208 | Time: 1556.27 ms
[2021-03-09 07:56:21 main:574] : INFO : Epoch 1776 | loss: 0.0312055 | val_loss: 0.0312092 | Time: 1783.5 ms
[2021-03-09 07:56:23 main:574] : INFO : Epoch 1777 | loss: 0.0312072 | val_loss: 0.0312091 | Time: 1797.57 ms
[2021-03-09 07:56:25 main:574] : INFO : Epoch 1778 | loss: 0.0312058 | val_loss: 0.0312082 | Time: 1763.83 ms
[2021-03-09 07:56:27 main:574] : INFO : Epoch 1779 | loss: 0.0312064 | val_loss: 0.0312095 | Time: 1823.06 ms
[2021-03-09 07:56:28 main:574] : INFO : Epoch 1780 | loss: 0.0312064 | val_loss: 0.0312156 | Time: 1577.49 ms
[2021-03-09 07:56:30 main:574] : INFO : Epoch 1781 | loss: 0.0312072 | val_loss: 0.0312087 | Time: 1634.68 ms
[2021-03-09 07:56:32 main:574] : INFO : Epoch 1782 | loss: 0.0312055 | val_loss: 0.0312101 | Time: 1808.02 ms
[2021-03-09 07:56:34 main:574] : INFO : Epoch 1783 | loss: 0.0312054 | val_loss: 0.0312095 | Time: 1825.44 ms
[2021-03-09 07:56:36 main:574] : INFO : Epoch 1784 | loss: 0.0312058 | val_loss: 0.0312076 | Time: 1786.9 ms
[2021-03-09 07:56:37 main:574] : INFO : Epoch 1785 | loss: 0.0312055 | val_loss: 0.031208 | Time: 1807.19 ms
[2021-03-09 07:56:39 main:574] : INFO : Epoch 1786 | loss: 0.0312053 | val_loss: 0.0312106 | Time: 1471.36 ms
[2021-03-09 07:56:41 main:574] : INFO : Epoch 1787 | loss: 0.0312063 | val_loss: 0.0312156 | Time: 1706.84 ms
[2021-03-09 07:56:42 main:574] : INFO : Epoch 1788 | loss: 0.0312085 | val_loss: 0.0312077 | Time: 1774.46 ms
[2021-03-09 07:56:44 main:574] : INFO : Epoch 1789 | loss: 0.031206 | val_loss: 0.0312081 | Time: 1837.14 ms
[2021-03-09 07:56:46 main:574] : INFO : Epoch 1790 | loss: 0.0312061 | val_loss: 0.0312093 | Time: 1760.28 ms
[2021-03-09 07:56:48 main:574] : INFO : Epoch 1791 | loss: 0.0312063 | val_loss: 0.0312078 | Time: 1712.37 ms
[2021-03-09 07:56:49 main:574] : INFO : Epoch 1792 | loss: 0.0312056 | val_loss: 0.0312108 | Time: 1397.12 ms
[2021-03-09 07:56:51 main:574] : INFO : Epoch 1793 | loss: 0.0312068 | val_loss: 0.0312097 | Time: 1725.86 ms
[2021-03-09 07:56:53 main:574] : INFO : Epoch 1794 | loss: 0.0312068 | val_loss: 0.0312098 | Time: 1800.99 ms
[2021-03-09 07:56:54 main:574] : INFO : Epoch 1795 | loss: 0.0312074 | val_loss: 0.0312129 | Time: 1770.27 ms
[2021-03-09 07:56:56 main:574] : INFO : Epoch 1796 | loss: 0.031208 | val_loss: 0.0312092 | Time: 1718.95 ms
[2021-03-09 07:56:58 main:574] : INFO : Epoch 1797 | loss: 0.0312061 | val_loss: 0.0312104 | Time: 1717.94 ms
[2021-03-09 07:56:59 main:574] : INFO : Epoch 1798 | loss: 0.0312073 | val_loss: 0.0312095 | Time: 1468.29 ms
[2021-03-09 07:57:01 main:574] : INFO : Epoch 1799 | loss: 0.031206 | val_loss: 0.0312082 | Time: 1754.07 ms
[2021-03-09 07:57:03 main:574] : INFO : Epoch 1800 | loss: 0.0312058 | val_loss: 0.0312078 | Time: 1815.01 ms
[2021-03-09 07:57:05 main:574] : INFO : Epoch 1801 | loss: 0.0312052 | val_loss: 0.0312077 | Time: 1816.2 ms
[2021-03-09 07:57:07 main:574] : INFO : Epoch 1802 | loss: 0.0312055 | val_loss: 0.0312077 | Time: 1791.71 ms
[2021-03-09 07:57:08 main:574] : INFO : Epoch 1803 | loss: 0.0312068 | val_loss: 0.0312117 | Time: 1604.06 ms
[2021-03-09 07:57:10 main:574] : INFO : Epoch 1804 | loss: 0.0312056 | val_loss: 0.0312099 | Time: 1654.06 ms
[2021-03-09 07:57:12 main:574] : INFO : Epoch 1805 | loss: 0.0312064 | val_loss: 0.0312081 | Time: 1784.78 ms
[2021-03-09 07:57:14 main:574] : INFO : Epoch 1806 | loss: 0.0312072 | val_loss: 0.0312094 | Time: 1860.47 ms
[2021-03-09 07:57:15 main:574] : INFO : Epoch 1807 | loss: 0.0312057 | val_loss: 0.0312089 | Time: 1672.18 ms
[2021-03-09 07:57:17 main:574] : INFO : Epoch 1808 | loss: 0.0312059 | val_loss: 0.0312082 | Time: 1804.3 ms
[2021-03-09 07:57:19 main:574] : INFO : Epoch 1809 | loss: 0.0312059 | val_loss: 0.0312089 | Time: 1554.63 ms
[2021-03-09 07:57:20 main:574] : INFO : Epoch 1810 | loss: 0.0312058 | val_loss: 0.0312104 | Time: 1656.72 ms
[2021-03-09 07:57:22 main:574] : INFO : Epoch 1811 | loss: 0.0312061 | val_loss: 0.031208 | Time: 1849.31 ms
[2021-03-09 07:57:24 main:574] : INFO : Epoch 1812 | loss: 0.0312059 | val_loss: 0.0312085 | Time: 1776.22 ms
[2021-03-09 07:57:26 main:574] : INFO : Epoch 1813 | loss: 0.0312054 | val_loss: 0.0312083 | Time: 1817.9 ms
[2021-03-09 07:57:28 main:574] : INFO : Epoch 1814 | loss: 0.0312061 | val_loss: 0.0312079 | Time: 1814.71 ms
[2021-03-09 07:57:29 main:574] : INFO : Epoch 1815 | loss: 0.0312059 | val_loss: 0.0312113 | Time: 1478.1 ms
[2021-03-09 07:57:31 main:574] : INFO : Epoch 1816 | loss: 0.0312072 | val_loss: 0.0312095 | Time: 1749.37 ms
[2021-03-09 07:57:33 main:574] : INFO : Epoch 1817 | loss: 0.0312064 | val_loss: 0.0312124 | Time: 1807.95 ms
[2021-03-09 07:57:35 main:574] : INFO : Epoch 1818 | loss: 0.0312069 | val_loss: 0.0312082 | Time: 1866.82 ms
[2021-03-09 07:57:36 main:574] : INFO : Epoch 1819 | loss: 0.0312062 | val_loss: 0.0312078 | Time: 1781.76 ms
[2021-03-09 07:57:38 main:574] : INFO : Epoch 1820 | loss: 0.031206 | val_loss: 0.0312079 | Time: 1638.26 ms
[2021-03-09 07:57:39 main:574] : INFO : Epoch 1821 | loss: 0.0312059 | val_loss: 0.0312078 | Time: 1431.66 ms
[2021-03-09 07:57:41 main:574] : INFO : Epoch 1822 | loss: 0.0312069 | val_loss: 0.0312108 | Time: 1790.27 ms
[2021-03-09 07:57:43 main:574] : INFO : Epoch 1823 | loss: 0.0312061 | val_loss: 0.0312082 | Time: 1810 ms
[2021-03-09 07:57:45 main:574] : INFO : Epoch 1824 | loss: 0.0312056 | val_loss: 0.0312078 | Time: 1763.52 ms
[2021-03-09 07:57:47 main:574] : INFO : Epoch 1825 | loss: 0.0312056 | val_loss: 0.0312078 | Time: 1870.95 ms
[2021-03-09 07:57:48 main:574] : INFO : Epoch 1826 | loss: 0.0312052 | val_loss: 0.0312083 | Time: 1652.25 ms
[2021-03-09 07:57:50 main:574] : INFO : Epoch 1827 | loss: 0.0312053 | val_loss: 0.0312077 | Time: 1537.34 ms
[2021-03-09 07:57:52 main:574] : INFO : Epoch 1828 | loss: 0.0312055 | val_loss: 0.0312103 | Time: 1767.42 ms
[2021-03-09 07:57:53 main:574] : INFO : Epoch 1829 | loss: 0.0312062 | val_loss: 0.0312086 | Time: 1799.91 ms
[2021-03-09 07:57:55 main:574] : INFO : Epoch 1830 | loss: 0.0312067 | val_loss: 0.0312081 | Time: 1778.94 ms
[2021-03-09 07:57:57 main:574] : INFO : Epoch 1831 | loss: 0.0312055 | val_loss: 0.0312079 | Time: 1810.35 ms
[2021-03-09 07:57:59 main:574] : INFO : Epoch 1832 | loss: 0.0312065 | val_loss: 0.031211 | Time: 1547.47 ms
[2021-03-09 07:58:00 main:574] : INFO : Epoch 1833 | loss: 0.031207 | val_loss: 0.0312181 | Time: 1708.99 ms
[2021-03-09 07:58:02 main:574] : INFO : Epoch 1834 | loss: 0.0312113 | val_loss: 0.0312081 | Time: 1832.76 ms
[2021-03-09 07:58:04 main:574] : INFO : Epoch 1835 | loss: 0.0312082 | val_loss: 0.0312113 | Time: 1785.37 ms
[2021-03-09 07:58:06 main:574] : INFO : Epoch 1836 | loss: 0.031206 | val_loss: 0.0312121 | Time: 1901.8 ms
[2021-03-09 07:58:08 main:574] : INFO : Epoch 1837 | loss: 0.0312064 | val_loss: 0.0312085 | Time: 1856.77 ms
[2021-03-09 07:58:09 main:574] : INFO : Epoch 1838 | loss: 0.031206 | val_loss: 0.0312091 | Time: 1404.93 ms
[2021-03-09 07:58:11 main:574] : INFO : Epoch 1839 | loss: 0.0312067 | val_loss: 0.0312091 | Time: 1847.49 ms
[2021-03-09 07:58:13 main:574] : INFO : Epoch 1840 | loss: 0.0312068 | val_loss: 0.0312081 | Time: 1825 ms
[2021-03-09 07:58:15 main:574] : INFO : Epoch 1841 | loss: 0.0312054 | val_loss: 0.0312105 | Time: 1770.54 ms
[2021-03-09 07:58:16 main:574] : INFO : Epoch 1842 | loss: 0.031206 | val_loss: 0.0312101 | Time: 1734.49 ms
[2021-03-09 07:58:18 main:574] : INFO : Epoch 1843 | loss: 0.0312058 | val_loss: 0.0312079 | Time: 1732.68 ms
[2021-03-09 07:58:20 main:574] : INFO : Epoch 1844 | loss: 0.0312059 | val_loss: 0.0312083 | Time: 1561.71 ms
[2021-03-09 07:58:22 main:574] : INFO : Epoch 1845 | loss: 0.031206 | val_loss: 0.0312081 | Time: 1769.47 ms
[2021-03-09 07:58:23 main:574] : INFO : Epoch 1846 | loss: 0.0312071 | val_loss: 0.0312086 | Time: 1767.66 ms
[2021-03-09 07:58:25 main:574] : INFO : Epoch 1847 | loss: 0.0312072 | val_loss: 0.0312085 | Time: 1898.29 ms
[2021-03-09 07:58:27 main:574] : INFO : Epoch 1848 | loss: 0.0312052 | val_loss: 0.0312095 | Time: 1842.79 ms
[2021-03-09 07:58:29 main:574] : INFO : Epoch 1849 | loss: 0.0312057 | val_loss: 0.0312079 | Time: 1670.74 ms
[2021-03-09 07:58:31 main:574] : INFO : Epoch 1850 | loss: 0.0312056 | val_loss: 0.0312083 | Time: 1818.63 ms
[2021-03-09 07:58:32 main:574] : INFO : Epoch 1851 | loss: 0.0312053 | val_loss: 0.0312081 | Time: 1774.77 ms
[2021-03-09 07:58:34 main:574] : INFO : Epoch 1852 | loss: 0.0312061 | val_loss: 0.0312098 | Time: 1720.45 ms
[2021-03-09 07:58:36 main:574] : INFO : Epoch 1853 | loss: 0.0312067 | val_loss: 0.0312083 | Time: 1800.76 ms
[2021-03-09 07:58:38 main:574] : INFO : Epoch 1854 | loss: 0.0312058 | val_loss: 0.0312083 | Time: 1754.66 ms
[2021-03-09 07:58:39 main:574] : INFO : Epoch 1855 | loss: 0.0312054 | val_loss: 0.0312081 | Time: 1462.94 ms
[2021-03-09 07:58:41 main:574] : INFO : Epoch 1856 | loss: 0.0312054 | val_loss: 0.0312089 | Time: 1798.96 ms
[2021-03-09 07:58:43 main:574] : INFO : Epoch 1857 | loss: 0.031207 | val_loss: 0.0312083 | Time: 1830.56 ms
[2021-03-09 07:58:45 main:574] : INFO : Epoch 1858 | loss: 0.031207 | val_loss: 0.0312132 | Time: 1847.92 ms
[2021-03-09 07:58:46 main:574] : INFO : Epoch 1859 | loss: 0.0312069 | val_loss: 0.03121 | Time: 1736.34 ms
[2021-03-09 07:58:48 main:574] : INFO : Epoch 1860 | loss: 0.0312088 | val_loss: 0.0312078 | Time: 1734.46 ms
[2021-03-09 07:58:50 main:574] : INFO : Epoch 1861 | loss: 0.0312062 | val_loss: 0.0312088 | Time: 1493.36 ms
[2021-03-09 07:58:51 main:574] : INFO : Epoch 1862 | loss: 0.0312069 | val_loss: 0.0312089 | Time: 1799.03 ms
[2021-03-09 07:58:53 main:574] : INFO : Epoch 1863 | loss: 0.0312066 | val_loss: 0.0312076 | Time: 1828.11 ms
[2021-03-09 07:58:55 main:574] : INFO : Epoch 1864 | loss: 0.0312052 | val_loss: 0.0312078 | Time: 1836.56 ms
[2021-03-09 07:58:57 main:574] : INFO : Epoch 1865 | loss: 0.0312054 | val_loss: 0.0312088 | Time: 1765.11 ms
[2021-03-09 07:58:59 main:574] : INFO : Epoch 1866 | loss: 0.0312058 | val_loss: 0.0312103 | Time: 1629.87 ms
[2021-03-09 07:59:00 main:574] : INFO : Epoch 1867 | loss: 0.0312071 | val_loss: 0.0312078 | Time: 1577.76 ms
[2021-03-09 07:59:02 main:574] : INFO : Epoch 1868 | loss: 0.0312069 | val_loss: 0.0312089 | Time: 1796.72 ms
[2021-03-09 07:59:04 main:574] : INFO : Epoch 1869 | loss: 0.0312069 | val_loss: 0.0312103 | Time: 1809.3 ms
[2021-03-09 07:59:06 main:574] : INFO : Epoch 1870 | loss: 0.0312072 | val_loss: 0.0312114 | Time: 1806.83 ms
[2021-03-09 07:59:07 main:574] : INFO : Epoch 1871 | loss: 0.0312061 | val_loss: 0.03121 | Time: 1831.3 ms
[2021-03-09 07:59:09 main:574] : INFO : Epoch 1872 | loss: 0.0312074 | val_loss: 0.0312093 | Time: 1520.5 ms
[2021-03-09 07:59:11 main:574] : INFO : Epoch 1873 | loss: 0.0312069 | val_loss: 0.0312119 | Time: 1687.77 ms
[2021-03-09 07:59:12 main:574] : INFO : Epoch 1874 | loss: 0.0312073 | val_loss: 0.031211 | Time: 1819.68 ms
[2021-03-09 07:59:14 main:574] : INFO : Epoch 1875 | loss: 0.0312067 | val_loss: 0.0312098 | Time: 1848.55 ms
[2021-03-09 07:59:16 main:574] : INFO : Epoch 1876 | loss: 0.0312074 | val_loss: 0.031208 | Time: 1826.05 ms
[2021-03-09 07:59:18 main:574] : INFO : Epoch 1877 | loss: 0.0312088 | val_loss: 0.0312129 | Time: 1871.91 ms
[2021-03-09 07:59:20 main:574] : INFO : Epoch 1878 | loss: 0.0312074 | val_loss: 0.0312086 | Time: 1433.69 ms
[2021-03-09 07:59:21 main:574] : INFO : Epoch 1879 | loss: 0.0312058 | val_loss: 0.031211 | Time: 1837.92 ms
[2021-03-09 07:59:23 main:574] : INFO : Epoch 1880 | loss: 0.0312094 | val_loss: 0.031209 | Time: 1830.92 ms
[2021-03-09 07:59:25 main:574] : INFO : Epoch 1881 | loss: 0.031206 | val_loss: 0.0312093 | Time: 1806.74 ms
[2021-03-09 07:59:27 main:574] : INFO : Epoch 1882 | loss: 0.0312075 | val_loss: 0.0312079 | Time: 1792.47 ms
[2021-03-09 07:59:28 main:574] : INFO : Epoch 1883 | loss: 0.0312059 | val_loss: 0.031209 | Time: 1631.8 ms
[2021-03-09 07:59:30 main:574] : INFO : Epoch 1884 | loss: 0.0312057 | val_loss: 0.0312088 | Time: 1540.8 ms
[2021-03-09 07:59:32 main:574] : INFO : Epoch 1885 | loss: 0.0312053 | val_loss: 0.0312082 | Time: 1774.81 ms
[2021-03-09 07:59:34 main:574] : INFO : Epoch 1886 | loss: 0.0312059 | val_loss: 0.0312083 | Time: 1861.28 ms
[2021-03-09 07:59:35 main:574] : INFO : Epoch 1887 | loss: 0.0312052 | val_loss: 0.0312086 | Time: 1770.06 ms
[2021-03-09 07:59:37 main:574] : INFO : Epoch 1888 | loss: 0.0312064 | val_loss: 0.031214 | Time: 1752.83 ms
[2021-03-09 07:59:39 main:574] : INFO : Epoch 1889 | loss: 0.0312065 | val_loss: 0.0312079 | Time: 1538.97 ms
[2021-03-09 07:59:40 main:574] : INFO : Epoch 1890 | loss: 0.0312055 | val_loss: 0.0312083 | Time: 1622.37 ms
[2021-03-09 07:59:42 main:574] : INFO : Epoch 1891 | loss: 0.031207 | val_loss: 0.0312087 | Time: 1797.69 ms
[2021-03-09 07:59:44 main:574] : INFO : Epoch 1892 | loss: 0.0312061 | val_loss: 0.0312139 | Time: 1771.22 ms
[2021-03-09 07:59:46 main:574] : INFO : Epoch 1893 | loss: 0.0312075 | val_loss: 0.0312086 | Time: 1831.84 ms
[2021-03-09 07:59:48 main:574] : INFO : Epoch 1894 | loss: 0.0312055 | val_loss: 0.0312088 | Time: 1844.3 ms
[2021-03-09 07:59:49 main:574] : INFO : Epoch 1895 | loss: 0.0312053 | val_loss: 0.0312079 | Time: 1451.66 ms
[2021-03-09 07:59:51 main:574] : INFO : Epoch 1896 | loss: 0.0312056 | val_loss: 0.0312103 | Time: 1803.87 ms
[2021-03-09 07:59:53 main:574] : INFO : Epoch 1897 | loss: 0.0312062 | val_loss: 0.0312105 | Time: 1784.16 ms
[2021-03-09 07:59:55 main:574] : INFO : Epoch 1898 | loss: 0.0312076 | val_loss: 0.031212 | Time: 1829.83 ms
[2021-03-09 07:59:56 main:574] : INFO : Epoch 1899 | loss: 0.0312056 | val_loss: 0.0312106 | Time: 1810.52 ms
[2021-03-09 07:59:58 main:574] : INFO : Epoch 1900 | loss: 0.031207 | val_loss: 0.0312169 | Time: 1815.94 ms
[2021-03-09 08:00:00 main:574] : INFO : Epoch 1901 | loss: 0.0312083 | val_loss: 0.0312079 | Time: 1493.1 ms
[2021-03-09 08:00:02 main:574] : INFO : Epoch 1902 | loss: 0.0312058 | val_loss: 0.031209 | Time: 1800.07 ms
[2021-03-09 08:00:03 main:574] : INFO : Epoch 1903 | loss: 0.0312054 | val_loss: 0.0312079 | Time: 1847.79 ms
[2021-03-09 08:00:05 main:574] : INFO : Epoch 1904 | loss: 0.0312051 | val_loss: 0.0312079 | Time: 1802.92 ms
[2021-03-09 08:00:07 main:574] : INFO : Epoch 1905 | loss: 0.0312086 | val_loss: 0.0312096 | Time: 1750.75 ms
[2021-03-09 08:00:09 main:574] : INFO : Epoch 1906 | loss: 0.0312078 | val_loss: 0.0312086 | Time: 1631.55 ms
[2021-03-09 08:00:10 main:574] : INFO : Epoch 1907 | loss: 0.031206 | val_loss: 0.0312086 | Time: 1629.43 ms
[2021-03-09 08:00:12 main:574] : INFO : Epoch 1908 | loss: 0.031206 | val_loss: 0.03121 | Time: 1817.65 ms
[2021-03-09 08:00:14 main:574] : INFO : Epoch 1909 | loss: 0.0312056 | val_loss: 0.0312104 | Time: 1822.44 ms
[2021-03-09 08:00:16 main:574] : INFO : Epoch 1910 | loss: 0.0312062 | val_loss: 0.0312098 | Time: 1829.9 ms
[2021-03-09 08:00:18 main:574] : INFO : Epoch 1911 | loss: 0.0312059 | val_loss: 0.0312077 | Time: 1790.18 ms
[2021-03-09 08:00:19 main:574] : INFO : Epoch 1912 | loss: 0.0312056 | val_loss: 0.0312078 | Time: 1475.8 ms
[2021-03-09 08:00:21 main:574] : INFO : Epoch 1913 | loss: 0.0312075 | val_loss: 0.0312126 | Time: 1765.34 ms
[2021-03-09 08:00:23 main:574] : INFO : Epoch 1914 | loss: 0.0312059 | val_loss: 0.031211 | Time: 1808.7 ms
[2021-03-09 08:00:25 main:574] : INFO : Epoch 1915 | loss: 0.0312077 | val_loss: 0.0312083 | Time: 1894.98 ms
[2021-03-09 08:00:26 main:574] : INFO : Epoch 1916 | loss: 0.0312069 | val_loss: 0.0312087 | Time: 1844.18 ms
[2021-03-09 08:00:28 main:574] : INFO : Epoch 1917 | loss: 0.0312076 | val_loss: 0.0312088 | Time: 1752.88 ms
[2021-03-09 08:00:30 main:574] : INFO : Epoch 1918 | loss: 0.031207 | val_loss: 0.0312107 | Time: 1448.95 ms
[2021-03-09 08:00:31 main:574] : INFO : Epoch 1919 | loss: 0.0312056 | val_loss: 0.0312089 | Time: 1847.48 ms
[2021-03-09 08:00:33 main:574] : INFO : Epoch 1920 | loss: 0.0312052 | val_loss: 0.0312095 | Time: 1792.76 ms
[2021-03-09 08:00:35 main:574] : INFO : Epoch 1921 | loss: 0.031207 | val_loss: 0.0312087 | Time: 1798.38 ms
[2021-03-09 08:00:37 main:574] : INFO : Epoch 1922 | loss: 0.0312081 | val_loss: 0.0312097 | Time: 1894.4 ms
[2021-03-09 08:00:39 main:574] : INFO : Epoch 1923 | loss: 0.031206 | val_loss: 0.0312077 | Time: 1617.6 ms
[2021-03-09 08:00:40 main:574] : INFO : Epoch 1924 | loss: 0.0312058 | val_loss: 0.0312085 | Time: 1555.29 ms
[2021-03-09 08:00:42 main:574] : INFO : Epoch 1925 | loss: 0.0312053 | val_loss: 0.0312079 | Time: 1789.29 ms
[2021-03-09 08:00:44 main:574] : INFO : Epoch 1926 | loss: 0.031205 | val_loss: 0.0312089 | Time: 1807.61 ms
[2021-03-09 08:00:46 main:574] : INFO : Epoch 1927 | loss: 0.0312053 | val_loss: 0.0312081 | Time: 1824.42 ms
[2021-03-09 08:00:47 main:574] : INFO : Epoch 1928 | loss: 0.0312053 | val_loss: 0.0312092 | Time: 1750.59 ms
[2021-03-09 08:00:49 main:574] : INFO : Epoch 1929 | loss: 0.0312088 | val_loss: 0.0312075 | Time: 1507.76 ms
[2021-03-09 08:00:51 main:574] : INFO : Epoch 1930 | loss: 0.0312069 | val_loss: 0.0312106 | Time: 1638.41 ms
[2021-03-09 08:00:52 main:574] : INFO : Epoch 1931 | loss: 0.031206 | val_loss: 0.0312075 | Time: 1767.3 ms
[2021-03-09 08:00:54 main:574] : INFO : Epoch 1932 | loss: 0.0312054 | val_loss: 0.0312089 | Time: 1798.36 ms
[2021-03-09 08:00:56 main:574] : INFO : Epoch 1933 | loss: 0.0312054 | val_loss: 0.0312095 | Time: 1805.02 ms
[2021-03-09 08:00:58 main:574] : INFO : Epoch 1934 | loss: 0.0312058 | val_loss: 0.0312085 | Time: 1807.73 ms
[2021-03-09 08:00:59 main:574] : INFO : Epoch 1935 | loss: 0.0312055 | val_loss: 0.0312092 | Time: 1462.89 ms
[2021-03-09 08:01:01 main:574] : INFO : Epoch 1936 | loss: 0.0312062 | val_loss: 0.031208 | Time: 1697.84 ms
[2021-03-09 08:01:03 main:574] : INFO : Epoch 1937 | loss: 0.0312055 | val_loss: 0.0312082 | Time: 1855.87 ms
[2021-03-09 08:01:05 main:574] : INFO : Epoch 1938 | loss: 0.0312054 | val_loss: 0.0312091 | Time: 1756.68 ms
[2021-03-09 08:01:06 main:574] : INFO : Epoch 1939 | loss: 0.0312054 | val_loss: 0.0312081 | Time: 1804.18 ms
[2021-03-09 08:01:08 main:574] : INFO : Epoch 1940 | loss: 0.0312056 | val_loss: 0.0312083 | Time: 1787.23 ms
[2021-03-09 08:01:10 main:574] : INFO : Epoch 1941 | loss: 0.0312056 | val_loss: 0.0312112 | Time: 1447.87 ms
[2021-03-09 08:01:11 main:574] : INFO : Epoch 1942 | loss: 0.0312063 | val_loss: 0.0312112 | Time: 1743.89 ms
[2021-03-09 08:01:13 main:574] : INFO : Epoch 1943 | loss: 0.031206 | val_loss: 0.0312106 | Time: 1814.22 ms
[2021-03-09 08:01:15 main:574] : INFO : Epoch 1944 | loss: 0.0312056 | val_loss: 0.0312077 | Time: 1881.37 ms
[2021-03-09 08:01:17 main:574] : INFO : Epoch 1945 | loss: 0.0312081 | val_loss: 0.0312141 | Time: 1723.62 ms
[2021-03-09 08:01:19 main:574] : INFO : Epoch 1946 | loss: 0.0312063 | val_loss: 0.0312096 | Time: 1686.35 ms
[2021-03-09 08:01:20 main:574] : INFO : Epoch 1947 | loss: 0.0312074 | val_loss: 0.0312077 | Time: 1563.05 ms
[2021-03-09 08:01:22 main:574] : INFO : Epoch 1948 | loss: 0.0312068 | val_loss: 0.0312124 | Time: 1836.89 ms
[2021-03-09 08:01:24 main:574] : INFO : Epoch 1949 | loss: 0.0312072 | val_loss: 0.0312088 | Time: 1797.1 ms
[2021-03-09 08:01:26 main:574] : INFO : Epoch 1950 | loss: 0.0312063 | val_loss: 0.0312083 | Time: 1819.46 ms
[2021-03-09 08:01:27 main:574] : INFO : Epoch 1951 | loss: 0.0312055 | val_loss: 0.0312077 | Time: 1703.58 ms
[2021-03-09 08:01:29 main:574] : INFO : Epoch 1952 | loss: 0.0312052 | val_loss: 0.0312081 | Time: 1547.58 ms
[2021-03-09 08:01:31 main:574] : INFO : Epoch 1953 | loss: 0.0312061 | val_loss: 0.0312101 | Time: 1602.43 ms
[2021-03-09 08:01:32 main:574] : INFO : Epoch 1954 | loss: 0.0312061 | val_loss: 0.0312084 | Time: 1818.44 ms
[2021-03-09 08:01:34 main:574] : INFO : Epoch 1955 | loss: 0.0312066 | val_loss: 0.0312131 | Time: 1867.22 ms
[2021-03-09 08:01:36 main:574] : INFO : Epoch 1956 | loss: 0.0312065 | val_loss: 0.0312078 | Time: 1819.78 ms
[2021-03-09 08:01:38 main:574] : INFO : Epoch 1957 | loss: 0.0312064 | val_loss: 0.0312093 | Time: 1801.11 ms
[2021-03-09 08:01:39 main:574] : INFO : Epoch 1958 | loss: 0.0312061 | val_loss: 0.0312086 | Time: 1422.21 ms
[2021-03-09 08:01:41 main:574] : INFO : Epoch 1959 | loss: 0.0312053 | val_loss: 0.0312081 | Time: 1726.71 ms
[2021-03-09 08:01:43 main:574] : INFO : Epoch 1960 | loss: 0.0312053 | val_loss: 0.0312086 | Time: 1906.5 ms
[2021-03-09 08:01:45 main:574] : INFO : Epoch 1961 | loss: 0.0312054 | val_loss: 0.0312084 | Time: 1842.44 ms
[2021-03-09 08:01:47 main:574] : INFO : Epoch 1962 | loss: 0.0312058 | val_loss: 0.0312083 | Time: 1763.92 ms
[2021-03-09 08:01:48 main:574] : INFO : Epoch 1963 | loss: 0.0312056 | val_loss: 0.0312074 | Time: 1790.09 ms
[2021-03-09 08:01:50 main:574] : INFO : Epoch 1964 | loss: 0.0312062 | val_loss: 0.0312083 | Time: 1423.54 ms
[2021-03-09 08:01:52 main:574] : INFO : Epoch 1965 | loss: 0.0312053 | val_loss: 0.0312077 | Time: 1716.35 ms
[2021-03-09 08:01:53 main:574] : INFO : Epoch 1966 | loss: 0.0312058 | val_loss: 0.0312077 | Time: 1800.79 ms
[2021-03-09 08:01:55 main:574] : INFO : Epoch 1967 | loss: 0.0312052 | val_loss: 0.0312081 | Time: 1761.69 ms
[2021-03-09 08:01:57 main:574] : INFO : Epoch 1968 | loss: 0.0312052 | val_loss: 0.0312076 | Time: 1787.82 ms
[2021-03-09 08:01:59 main:574] : INFO : Epoch 1969 | loss: 0.0312052 | val_loss: 0.0312094 | Time: 1660.86 ms
[2021-03-09 08:02:00 main:574] : INFO : Epoch 1970 | loss: 0.0312061 | val_loss: 0.0312076 | Time: 1502.31 ms
[2021-03-09 08:02:02 main:574] : INFO : Epoch 1971 | loss: 0.0312055 | val_loss: 0.03121 | Time: 1763.4 ms
[2021-03-09 08:02:04 main:574] : INFO : Epoch 1972 | loss: 0.0312074 | val_loss: 0.0312086 | Time: 1919.02 ms
[2021-03-09 08:02:06 main:574] : INFO : Epoch 1973 | loss: 0.0312055 | val_loss: 0.0312078 | Time: 1882.43 ms
[2021-03-09 08:02:08 main:574] : INFO : Epoch 1974 | loss: 0.0312052 | val_loss: 0.0312093 | Time: 1854.66 ms
[2021-03-09 08:02:09 main:574] : INFO : Epoch 1975 | loss: 0.0312055 | val_loss: 0.0312083 | Time: 1530.62 ms
[2021-03-09 08:02:11 main:574] : INFO : Epoch 1976 | loss: 0.0312054 | val_loss: 0.0312096 | Time: 1605.11 ms
[2021-03-09 08:02:13 main:574] : INFO : Epoch 1977 | loss: 0.0312059 | val_loss: 0.0312085 | Time: 1787.67 ms
[2021-03-09 08:02:14 main:574] : INFO : Epoch 1978 | loss: 0.0312057 | val_loss: 0.0312093 | Time: 1856.49 ms
[2021-03-09 08:02:16 main:574] : INFO : Epoch 1979 | loss: 0.0312055 | val_loss: 0.0312078 | Time: 1811.55 ms
[2021-03-09 08:02:18 main:574] : INFO : Epoch 1980 | loss: 0.0312062 | val_loss: 0.0312105 | Time: 1793.36 ms
[2021-03-09 08:02:20 main:574] : INFO : Epoch 1981 | loss: 0.0312058 | val_loss: 0.0312085 | Time: 1464.55 ms
[2021-03-09 08:02:21 main:574] : INFO : Epoch 1982 | loss: 0.0312055 | val_loss: 0.0312081 | Time: 1690.31 ms
[2021-03-09 08:02:23 main:574] : INFO : Epoch 1983 | loss: 0.0312064 | val_loss: 0.0312113 | Time: 1788.31 ms
[2021-03-09 08:02:25 main:574] : INFO : Epoch 1984 | loss: 0.0312062 | val_loss: 0.0312094 | Time: 1730.71 ms
[2021-03-09 08:02:27 main:574] : INFO : Epoch 1985 | loss: 0.0312055 | val_loss: 0.0312136 | Time: 1741.33 ms
[2021-03-09 08:02:28 main:574] : INFO : Epoch 1986 | loss: 0.0312058 | val_loss: 0.03121 | Time: 1843 ms
[2021-03-09 08:02:30 main:574] : INFO : Epoch 1987 | loss: 0.0312056 | val_loss: 0.031209 | Time: 1426.19 ms
[2021-03-09 08:02:32 main:574] : INFO : Epoch 1988 | loss: 0.0312055 | val_loss: 0.031208 | Time: 1874.95 ms
[2021-03-09 08:02:34 main:574] : INFO : Epoch 1989 | loss: 0.0312056 | val_loss: 0.0312077 | Time: 1835.96 ms
[2021-03-09 08:02:35 main:574] : INFO : Epoch 1990 | loss: 0.0312054 | val_loss: 0.0312097 | Time: 1868.48 ms
[2021-03-09 08:02:37 main:574] : INFO : Epoch 1991 | loss: 0.0312064 | val_loss: 0.0312083 | Time: 1811.94 ms
[2021-03-09 08:02:39 main:574] : INFO : Epoch 1992 | loss: 0.0312052 | val_loss: 0.0312078 | Time: 1626.04 ms
[2021-03-09 08:02:40 main:574] : INFO : Epoch 1993 | loss: 0.0312058 | val_loss: 0.0312079 | Time: 1577.04 ms
[2021-03-09 08:02:42 main:574] : INFO : Epoch 1994 | loss: 0.0312054 | val_loss: 0.0312078 | Time: 1889.86 ms
[2021-03-09 08:02:44 main:574] : INFO : Epoch 1995 | loss: 0.0312053 | val_loss: 0.031208 | Time: 1854.8 ms
[2021-03-09 08:02:46 main:574] : INFO : Epoch 1996 | loss: 0.0312053 | val_loss: 0.0312093 | Time: 1756.61 ms
[2021-03-09 08:02:48 main:574] : INFO : Epoch 1997 | loss: 0.0312066 | val_loss: 0.0312133 | Time: 1775.49 ms
[2021-03-09 08:02:49 main:574] : INFO : Epoch 1998 | loss: 0.0312078 | val_loss: 0.0312103 | Time: 1503.82 ms
[2021-03-09 08:02:51 main:574] : INFO : Epoch 1999 | loss: 0.0312068 | val_loss: 0.0312102 | Time: 1663.52 ms
[2021-03-09 08:02:53 main:574] : INFO : Epoch 2000 | loss: 0.0312106 | val_loss: 0.0312109 | Time: 1831.18 ms
[2021-03-09 08:02:55 main:574] : INFO : Epoch 2001 | loss: 0.0312615 | val_loss: 0.0312556 | Time: 1863.47 ms
[2021-03-09 08:02:56 main:574] : INFO : Epoch 2002 | loss: 0.0381932 | val_loss: 0.0362209 | Time: 1774.63 ms
[2021-03-09 08:02:58 main:574] : INFO : Epoch 2003 | loss: 0.033919 | val_loss: 0.0320848 | Time: 1848.76 ms
[2021-03-09 08:03:00 main:574] : INFO : Epoch 2004 | loss: 0.0315752 | val_loss: 0.0313299 | Time: 1460.89 ms
[2021-03-09 08:03:02 main:574] : INFO : Epoch 2005 | loss: 0.0312842 | val_loss: 0.0312485 | Time: 1834.61 ms
[2021-03-09 08:03:03 main:574] : INFO : Epoch 2006 | loss: 0.0312422 | val_loss: 0.0312321 | Time: 1828.6 ms
[2021-03-09 08:03:05 main:574] : INFO : Epoch 2007 | loss: 0.0312275 | val_loss: 0.0312243 | Time: 1810.61 ms
[2021-03-09 08:03:07 main:574] : INFO : Epoch 2008 | loss: 0.03122 | val_loss: 0.0312184 | Time: 1848.02 ms
[2021-03-09 08:03:09 main:574] : INFO : Epoch 2009 | loss: 0.0312148 | val_loss: 0.0312149 | Time: 1664.03 ms
[2021-03-09 08:03:10 main:574] : INFO : Epoch 2010 | loss: 0.0312117 | val_loss: 0.0312138 | Time: 1559.44 ms
[2021-03-09 08:03:12 main:574] : INFO : Epoch 2011 | loss: 0.0312103 | val_loss: 0.0312126 | Time: 1839.24 ms
[2021-03-09 08:03:14 main:574] : INFO : Epoch 2012 | loss: 0.0312093 | val_loss: 0.0312118 | Time: 1802.87 ms
[2021-03-09 08:03:16 main:574] : INFO : Epoch 2013 | loss: 0.0312086 | val_loss: 0.0312114 | Time: 1907.06 ms
[2021-03-09 08:03:18 main:574] : INFO : Epoch 2014 | loss: 0.031208 | val_loss: 0.0312113 | Time: 1836.24 ms
[2021-03-09 08:03:19 main:574] : INFO : Epoch 2015 | loss: 0.0312078 | val_loss: 0.0312112 | Time: 1474.85 ms
[2021-03-09 08:03:21 main:574] : INFO : Epoch 2016 | loss: 0.0312076 | val_loss: 0.0312106 | Time: 1644.64 ms
[2021-03-09 08:03:23 main:574] : INFO : Epoch 2017 | loss: 0.0312075 | val_loss: 0.0312114 | Time: 1782 ms
[2021-03-09 08:03:25 main:574] : INFO : Epoch 2018 | loss: 0.0312073 | val_loss: 0.0312104 | Time: 1776.09 ms
[2021-03-09 08:03:26 main:574] : INFO : Epoch 2019 | loss: 0.0312074 | val_loss: 0.0312101 | Time: 1919.4 ms
[2021-03-09 08:03:28 main:574] : INFO : Epoch 2020 | loss: 0.0312068 | val_loss: 0.03121 | Time: 1823.36 ms
[2021-03-09 08:03:30 main:574] : INFO : Epoch 2021 | loss: 0.0312066 | val_loss: 0.0312098 | Time: 1460.62 ms
[2021-03-09 08:03:32 main:574] : INFO : Epoch 2022 | loss: 0.0312066 | val_loss: 0.0312097 | Time: 1799.46 ms
[2021-03-09 08:03:33 main:574] : INFO : Epoch 2023 | loss: 0.0312069 | val_loss: 0.0312098 | Time: 1853.89 ms
[2021-03-09 08:03:35 main:574] : INFO : Epoch 2024 | loss: 0.0312066 | val_loss: 0.0312097 | Time: 1813.31 ms
[2021-03-09 08:03:37 main:574] : INFO : Epoch 2025 | loss: 0.0312064 | val_loss: 0.03121 | Time: 1750.3 ms
[2021-03-09 08:03:39 main:574] : INFO : Epoch 2026 | loss: 0.031207 | val_loss: 0.0312112 | Time: 1678.97 ms
[2021-03-09 08:03:40 main:574] : INFO : Epoch 2027 | loss: 0.0312069 | val_loss: 0.0312094 | Time: 1498.43 ms
[2021-03-09 08:03:42 main:574] : INFO : Epoch 2028 | loss: 0.0312067 | val_loss: 0.0312094 | Time: 1853.25 ms
[2021-03-09 08:03:44 main:574] : INFO : Epoch 2029 | loss: 0.0312065 | val_loss: 0.0312093 | Time: 1798.77 ms
[2021-03-09 08:03:46 main:574] : INFO : Epoch 2030 | loss: 0.0312064 | val_loss: 0.0312108 | Time: 1868.8 ms
[2021-03-09 08:03:48 main:574] : INFO : Epoch 2031 | loss: 0.0312071 | val_loss: 0.0312097 | Time: 1791.86 ms
[2021-03-09 08:03:49 main:574] : INFO : Epoch 2032 | loss: 0.0312069 | val_loss: 0.0312095 | Time: 1546.57 ms
[2021-03-09 08:03:51 main:574] : INFO : Epoch 2033 | loss: 0.0312065 | val_loss: 0.031209 | Time: 1617.56 ms
[2021-03-09 08:03:53 main:574] : INFO : Epoch 2034 | loss: 0.0312068 | val_loss: 0.0312088 | Time: 1853.01 ms
[2021-03-09 08:03:54 main:574] : INFO : Epoch 2035 | loss: 0.0312065 | val_loss: 0.0312085 | Time: 1830.19 ms
[2021-03-09 08:03:56 main:574] : INFO : Epoch 2036 | loss: 0.0312067 | val_loss: 0.0312091 | Time: 1824.09 ms
[2021-03-09 08:03:58 main:574] : INFO : Epoch 2037 | loss: 0.0312064 | val_loss: 0.0312088 | Time: 1746.51 ms
[2021-03-09 08:04:00 main:574] : INFO : Epoch 2038 | loss: 0.0312066 | val_loss: 0.0312091 | Time: 1471.07 ms
[2021-03-09 08:04:01 main:574] : INFO : Epoch 2039 | loss: 0.0312063 | val_loss: 0.0312088 | Time: 1725.72 ms
[2021-03-09 08:04:03 main:574] : INFO : Epoch 2040 | loss: 0.0312065 | val_loss: 0.031209 | Time: 1752.97 ms
[2021-03-09 08:04:05 main:574] : INFO : Epoch 2041 | loss: 0.0312061 | val_loss: 0.031209 | Time: 1787.21 ms
[2021-03-09 08:04:07 main:574] : INFO : Epoch 2042 | loss: 0.0312061 | val_loss: 0.0312089 | Time: 1815.35 ms
[2021-03-09 08:04:08 main:574] : INFO : Epoch 2043 | loss: 0.0312063 | val_loss: 0.0312093 | Time: 1751.66 ms
[2021-03-09 08:04:10 main:574] : INFO : Epoch 2044 | loss: 0.0312071 | val_loss: 0.0312092 | Time: 1441.74 ms
[2021-03-09 08:04:12 main:574] : INFO : Epoch 2045 | loss: 0.0312061 | val_loss: 0.0312096 | Time: 1795.8 ms
[2021-03-09 08:04:14 main:574] : INFO : Epoch 2046 | loss: 0.0312061 | val_loss: 0.0312094 | Time: 1814.94 ms
[2021-03-09 08:04:15 main:574] : INFO : Epoch 2047 | loss: 0.0312064 | val_loss: 0.0312089 | Time: 1848.62 ms
[2021-03-09 08:04:17 main:574] : INFO : Epoch 2048 | loss: 0.0312066 | val_loss: 0.0312091 | Time: 1761.43 ms
[2021-03-09 08:04:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312091
[2021-03-09 08:04:17 main:603] : INFO : Saving end state to config to file
[2021-03-09 08:04:17 main:608] : INFO : Success, exiting..
08:04:17 (30336): 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)