Task 3751862
| Name | ParityModified-1609265001-7241-6_0 |
| Workunit | 1928615 |
| Created | 21 Jan 2021, 19:51:31 UTC |
| Sent | 22 Jan 2021, 5:10:39 UTC |
| Report deadline | 29 Jan 2021, 5:10:39 UTC |
| Received | 22 Jan 2021, 7:05:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2880 |
| Run time | 1 hours 16 min 26 sec |
| CPU time | 1 hours 12 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,467.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 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: 0.0311782 | val_loss: 0.0311777 | Time: 2204.91 ms
[2021-01-21 22:15:54 main:574] : INFO : Epoch 1543 | loss: 0.0311796 | val_loss: 0.0311812 | Time: 2245.43 ms
[2021-01-21 22:15:57 main:574] : INFO : Epoch 1544 | loss: 0.0311779 | val_loss: 0.0311774 | Time: 2181.29 ms
[2021-01-21 22:15:59 main:574] : INFO : Epoch 1545 | loss: 0.0311779 | val_loss: 0.0311776 | Time: 2288.75 ms
[2021-01-21 22:16:01 main:574] : INFO : Epoch 1546 | loss: 0.0311775 | val_loss: 0.0311776 | Time: 2156.81 ms
[2021-01-21 22:16:03 main:574] : INFO : Epoch 1547 | loss: 0.0311786 | val_loss: 0.0311787 | Time: 2174.96 ms
[2021-01-21 22:16:06 main:574] : INFO : Epoch 1548 | loss: 0.0311785 | val_loss: 0.0311781 | Time: 2178.38 ms
[2021-01-21 22:16:08 main:574] : INFO : Epoch 1549 | loss: 0.0311792 | val_loss: 0.0311767 | Time: 2165.37 ms
[2021-01-21 22:16:10 main:574] : INFO : Epoch 1550 | loss: 0.0311768 | val_loss: 0.0311764 | Time: 2199.99 ms
[2021-01-21 22:16:12 main:574] : INFO : Epoch 1551 | loss: 0.0311776 | val_loss: 0.0311781 | Time: 2167.65 ms
[2021-01-21 22:16:14 main:574] : INFO : Epoch 1552 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 2246.67 ms
[2021-01-21 22:16:17 main:574] : INFO : Epoch 1553 | loss: 0.0311765 | val_loss: 0.0311753 | Time: 2154.81 ms
[2021-01-21 22:16:19 main:574] : INFO : Epoch 1554 | loss: 0.0311766 | val_loss: 0.0311762 | Time: 2142.78 ms
[2021-01-21 22:16:21 main:574] : INFO : Epoch 1555 | loss: 0.031177 | val_loss: 0.031177 | Time: 2201.23 ms
[2021-01-21 22:16:23 main:574] : INFO : Epoch 1556 | loss: 0.0311778 | val_loss: 0.0311757 | Time: 2233.78 ms
[2021-01-21 22:16:26 main:574] : INFO : Epoch 1557 | loss: 0.031176 | val_loss: 0.0311765 | Time: 2292.9 ms
[2021-01-21 22:16:28 main:574] : INFO : Epoch 1558 | loss: 0.0311769 | val_loss: 0.0311753 | Time: 2215.91 ms
[2021-01-21 22:16:30 main:574] : INFO : Epoch 1559 | loss: 0.0311771 | val_loss: 0.031175 | Time: 2253.79 ms
[2021-01-21 22:16:32 main:574] : INFO : Epoch 1560 | loss: 0.0311762 | val_loss: 0.0311755 | Time: 2307.16 ms
[2021-01-21 22:16:35 main:574] : INFO : Epoch 1561 | loss: 0.0311767 | val_loss: 0.0311761 | Time: 2181.09 ms
[2021-01-21 22:16:37 main:574] : INFO : Epoch 1562 | loss: 0.031176 | val_loss: 0.0311794 | Time: 2331.67 ms
[2021-01-21 22:16:39 main:574] : INFO : Epoch 1563 | loss: 0.0311755 | val_loss: 0.0311766 | Time: 2251.38 ms
[2021-01-21 22:16:41 main:574] : INFO : Epoch 1564 | loss: 0.0311769 | val_loss: 0.0311774 | Time: 2137.28 ms
[2021-01-21 22:16:44 main:574] : INFO : Epoch 1565 | loss: 0.0311768 | val_loss: 0.0311755 | Time: 2255.46 ms
[2021-01-21 22:16:46 main:574] : INFO : Epoch 1566 | loss: 0.0311763 | val_loss: 0.0311761 | Time: 2193.39 ms
[2021-01-21 22:16:48 main:574] : INFO : Epoch 1567 | loss: 0.0311752 | val_loss: 0.0311761 | Time: 2181.2 ms
[2021-01-21 22:16:50 main:574] : INFO : Epoch 1568 | loss: 0.0311758 | val_loss: 0.0311762 | Time: 2212.89 ms
[2021-01-21 22:16:53 main:574] : INFO : Epoch 1569 | loss: 0.031177 | val_loss: 0.0311776 | Time: 2201.95 ms
[2021-01-21 22:16:55 main:574] : INFO : Epoch 1570 | loss: 0.03118 | val_loss: 0.0311763 | Time: 2125.1 ms
[2021-01-21 22:16:57 main:574] : INFO : Epoch 1571 | loss: 0.0311774 | val_loss: 0.0311773 | Time: 2245.67 ms
[2021-01-21 22:16:59 main:574] : INFO : Epoch 1572 | loss: 0.0311761 | val_loss: 0.0311769 | Time: 2292.42 ms
[2021-01-21 22:17:02 main:574] : INFO : Epoch 1573 | loss: 0.0311757 | val_loss: 0.0311762 | Time: 2207.65 ms
[2021-01-21 22:17:04 main:574] : INFO : Epoch 1574 | loss: 0.0311758 | val_loss: 0.031176 | Time: 2328.4 ms
[2021-01-21 22:17:06 main:574] : INFO : Epoch 1575 | loss: 0.0311775 | val_loss: 0.0311783 | Time: 2198.6 ms
[2021-01-21 22:17:08 main:574] : INFO : Epoch 1576 | loss: 0.0311814 | val_loss: 0.0311803 | Time: 2271.22 ms
[2021-01-21 22:17:11 main:574] : INFO : Epoch 1577 | loss: 0.0311803 | val_loss: 0.031177 | Time: 2210.5 ms
[2021-01-21 22:17:13 main:574] : INFO : Epoch 1578 | loss: 0.0311795 | val_loss: 0.0311769 | Time: 2162.27 ms
[2021-01-21 22:17:15 main:574] : INFO : Epoch 1579 | loss: 0.0311777 | val_loss: 0.0311798 | Time: 2218.58 ms
[2021-01-21 22:17:17 main:574] : INFO : Epoch 1580 | loss: 0.03118 | val_loss: 0.0311811 | Time: 2242.08 ms
[2021-01-21 22:17:20 main:574] : INFO : Epoch 1581 | loss: 0.0311797 | val_loss: 0.0311777 | Time: 2258.73 ms
[2021-01-21 22:17:22 main:574] : INFO : Epoch 1582 | loss: 0.031179 | val_loss: 0.0311809 | Time: 2147.73 ms
[2021-01-21 22:17:24 main:574] : INFO : Epoch 1583 | loss: 0.0311781 | val_loss: 0.0311783 | Time: 2167.04 ms
[2021-01-21 22:17:26 main:574] : INFO : Epoch 1584 | loss: 0.0311789 | val_loss: 0.0311802 | Time: 2270.86 ms
[2021-01-21 22:17:29 main:574] : INFO : Epoch 1585 | loss: 0.0311804 | val_loss: 0.0311828 | Time: 2226.78 ms
[2021-01-21 22:17:31 main:574] : INFO : Epoch 1586 | loss: 0.0311796 | val_loss: 0.0311781 | Time: 2172.1 ms
[2021-01-21 22:17:33 main:574] : INFO : Epoch 1587 | loss: 0.0311777 | val_loss: 0.0311778 | Time: 2201.29 ms
[2021-01-21 22:17:35 main:574] : INFO : Epoch 1588 | loss: 0.0311764 | val_loss: 0.0311778 | Time: 2221.71 ms
[2021-01-21 22:17:37 main:574] : INFO : Epoch 1589 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 2206.25 ms
[2021-01-21 22:17:40 main:574] : INFO : Epoch 1590 | loss: 0.031178 | val_loss: 0.0311799 | Time: 2162.99 ms
[2021-01-21 22:17:42 main:574] : INFO : Epoch 1591 | loss: 0.0311785 | val_loss: 0.0311775 | Time: 2196.65 ms
[2021-01-21 22:17:44 main:574] : INFO : Epoch 1592 | loss: 0.0311788 | val_loss: 0.0311781 | Time: 2227.4 ms
[2021-01-21 22:17:46 main:574] : INFO : Epoch 1593 | loss: 0.0311796 | val_loss: 0.0311773 | Time: 2154.5 ms
[2021-01-21 22:17:49 main:574] : INFO : Epoch 1594 | loss: 0.0311786 | val_loss: 0.0311774 | Time: 2265.09 ms
[2021-01-21 22:17:51 main:574] : INFO : Epoch 1595 | loss: 0.0311791 | val_loss: 0.0311775 | Time: 2165.31 ms
[2021-01-21 22:17:53 main:574] : INFO : Epoch 1596 | loss: 0.0311787 | val_loss: 0.0311771 | Time: 2215.34 ms
[2021-01-21 22:17:55 main:574] : INFO : Epoch 1597 | loss: 0.0311787 | val_loss: 0.0311768 | Time: 2268.98 ms
[2021-01-21 22:17:58 main:574] : INFO : Epoch 1598 | loss: 0.0311802 | val_loss: 0.0311814 | Time: 2181.96 ms
[2021-01-21 22:18:00 main:574] : INFO : Epoch 1599 | loss: 0.0311798 | val_loss: 0.0311773 | Time: 2218.74 ms
[2021-01-21 22:18:02 main:574] : INFO : Epoch 1600 | loss: 0.0311793 | val_loss: 0.0311771 | Time: 2225.04 ms
[2021-01-21 22:18:04 main:574] : INFO : Epoch 1601 | loss: 0.0311783 | val_loss: 0.0311768 | Time: 2165.42 ms
[2021-01-21 22:18:07 main:574] : INFO : Epoch 1602 | loss: 0.0311796 | val_loss: 0.031178 | Time: 2288.63 ms
[2021-01-21 22:18:09 main:574] : INFO : Epoch 1603 | loss: 0.0311795 | val_loss: 0.0311762 | Time: 2219.5 ms
[2021-01-21 22:18:11 main:574] : INFO : Epoch 1604 | loss: 0.0311781 | val_loss: 0.0311779 | Time: 2196.75 ms
[2021-01-21 22:18:13 main:574] : INFO : Epoch 1605 | loss: 0.0311787 | val_loss: 0.031176 | Time: 2209.5 ms
[2021-01-21 22:18:16 main:574] : INFO : Epoch 1606 | loss: 0.031178 | val_loss: 0.0311774 | Time: 2270.54 ms
[2021-01-21 22:18:18 main:574] : INFO : Epoch 1607 | loss: 0.0311781 | val_loss: 0.0311769 | Time: 2170.96 ms
[2021-01-21 22:18:20 main:574] : INFO : Epoch 1608 | loss: 0.0311783 | val_loss: 0.0311757 | Time: 2169.36 ms
[2021-01-21 22:18:22 main:574] : INFO : Epoch 1609 | loss: 0.0311778 | val_loss: 0.0311767 | Time: 2214.18 ms
[2021-01-21 22:18:24 main:574] : INFO : Epoch 1610 | loss: 0.0311768 | val_loss: 0.0311754 | Time: 2202.73 ms
[2021-01-21 22:18:27 main:574] : INFO : Epoch 1611 | loss: 0.0311795 | val_loss: 0.0311764 | Time: 2190.45 ms
[2021-01-21 22:18:29 main:574] : INFO : Epoch 1612 | loss: 0.0311789 | val_loss: 0.0311768 | Time: 2189.7 ms
[2021-01-21 22:18:31 main:574] : INFO : Epoch 1613 | loss: 0.0311785 | val_loss: 0.0311792 | Time: 2144.43 ms
[2021-01-21 22:18:33 main:574] : INFO : Epoch 1614 | loss: 0.0311781 | val_loss: 0.0311748 | Time: 2279.52 ms
[2021-01-21 22:18:36 main:574] : INFO : Epoch 1615 | loss: 0.0311769 | val_loss: 0.0311752 | Time: 2269.69 ms
[2021-01-21 22:18:38 main:574] : INFO : Epoch 1616 | loss: 0.0311768 | val_loss: 0.0311757 | Time: 2133.18 ms
[2021-01-21 22:18:40 main:574] : INFO : Epoch 1617 | loss: 0.0311772 | val_loss: 0.0311752 | Time: 2107.15 ms
[2021-01-21 22:18:42 main:574] : INFO : Epoch 1618 | loss: 0.0311784 | val_loss: 0.0311757 | Time: 2138.43 ms
[2021-01-21 22:18:44 main:574] : INFO : Epoch 1619 | loss: 0.0311787 | val_loss: 0.0311765 | Time: 2066.37 ms
[2021-01-21 22:18:46 main:574] : INFO : Epoch 1620 | loss: 0.0311786 | val_loss: 0.031176 | Time: 2245.84 ms
[2021-01-21 22:18:49 main:574] : INFO : Epoch 1621 | loss: 0.0311775 | val_loss: 0.0311755 | Time: 2184.85 ms
[2021-01-21 22:18:51 main:574] : INFO : Epoch 1622 | loss: 0.0311791 | val_loss: 0.0311748 | Time: 2180.57 ms
[2021-01-21 22:18:53 main:574] : INFO : Epoch 1623 | loss: 0.0311794 | val_loss: 0.031177 | Time: 2211.17 ms
[2021-01-21 22:18:55 main:574] : INFO : Epoch 1624 | loss: 0.031178 | val_loss: 0.0311777 | Time: 2193.1 ms
[2021-01-21 22:18:58 main:574] : INFO : Epoch 1625 | loss: 0.031178 | val_loss: 0.0311759 | Time: 2206.85 ms
[2021-01-21 22:19:00 main:574] : INFO : Epoch 1626 | loss: 0.031179 | val_loss: 0.031183 | Time: 2299.21 ms
[2021-01-21 22:19:02 main:574] : INFO : Epoch 1627 | loss: 0.0311789 | val_loss: 0.0311785 | Time: 2260.36 ms
[2021-01-21 22:19:04 main:574] : INFO : Epoch 1628 | loss: 0.0311767 | val_loss: 0.0311747 | Time: 2140.91 ms
[2021-01-21 22:19:07 main:574] : INFO : Epoch 1629 | loss: 0.0311766 | val_loss: 0.0311741 | Time: 2209.99 ms
[2021-01-21 22:19:09 main:574] : INFO : Epoch 1630 | loss: 0.0311766 | val_loss: 0.0311743 | Time: 2304.1 ms
[2021-01-21 22:19:11 main:574] : INFO : Epoch 1631 | loss: 0.031176 | val_loss: 0.031174 | Time: 2170.49 ms
[2021-01-21 22:19:13 main:574] : INFO : Epoch 1632 | loss: 0.0311769 | val_loss: 0.0311744 | Time: 2163.22 ms
[2021-01-21 22:19:15 main:574] : INFO : Epoch 1633 | loss: 0.031177 | val_loss: 0.0311765 | Time: 2196.64 ms
[2021-01-21 22:19:18 main:574] : INFO : Epoch 1634 | loss: 0.0311765 | val_loss: 0.0311743 | Time: 2249.21 ms
[2021-01-21 22:19:20 main:574] : INFO : Epoch 1635 | loss: 0.0311762 | val_loss: 0.0311739 | Time: 2161.82 ms
[2021-01-21 22:19:22 main:574] : INFO : Epoch 1636 | loss: 0.0311758 | val_loss: 0.0311762 | Time: 2232.46 ms
[2021-01-21 22:19:24 main:574] : INFO : Epoch 1637 | loss: 0.0311767 | val_loss: 0.0311734 | Time: 2170.94 ms
[2021-01-21 22:19:27 main:574] : INFO : Epoch 1638 | loss: 0.0311751 | val_loss: 0.031174 | Time: 2176.22 ms
[2021-01-21 22:19:29 main:574] : INFO : Epoch 1639 | loss: 0.0311761 | val_loss: 0.0311732 | Time: 2264.04 ms
[2021-01-21 22:19:31 main:574] : INFO : Epoch 1640 | loss: 0.0311751 | val_loss: 0.0311739 | Time: 2169.26 ms
[2021-01-21 22:19:33 main:574] : INFO : Epoch 1641 | loss: 0.0311777 | val_loss: 0.0311742 | Time: 2315.26 ms
[2021-01-21 22:19:36 main:574] : INFO : Epoch 1642 | loss: 0.0311764 | val_loss: 0.0311741 | Time: 2231.21 ms
[2021-01-21 22:19:38 main:574] : INFO : Epoch 1643 | loss: 0.0311753 | val_loss: 0.0311746 | Time: 2199.52 ms
[2021-01-21 22:19:40 main:574] : INFO : Epoch 1644 | loss: 0.0311762 | val_loss: 0.0311747 | Time: 2221.71 ms
[2021-01-21 22:19:42 main:574] : INFO : Epoch 1645 | loss: 0.0311782 | val_loss: 0.0311757 | Time: 2225.3 ms
[2021-01-21 22:19:45 main:574] : INFO : Epoch 1646 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 2282.81 ms
[2021-01-21 22:19:47 main:574] : INFO : Epoch 1647 | loss: 0.0311776 | val_loss: 0.0311753 | Time: 2206.69 ms
[2021-01-21 22:19:49 main:574] : INFO : Epoch 1648 | loss: 0.0311781 | val_loss: 0.0311761 | Time: 2195.87 ms
[2021-01-21 22:19:51 main:574] : INFO : Epoch 1649 | loss: 0.0311781 | val_loss: 0.0311773 | Time: 2188.89 ms
[2021-01-21 22:19:54 main:574] : INFO : Epoch 1650 | loss: 0.0311773 | val_loss: 0.0311762 | Time: 2238.13 ms
[2021-01-21 22:19:56 main:574] : INFO : Epoch 1651 | loss: 0.0311769 | val_loss: 0.0311751 | Time: 2181.75 ms
[2021-01-21 22:19:58 main:574] : INFO : Epoch 1652 | loss: 0.0311767 | val_loss: 0.0311746 | Time: 2250.13 ms
[2021-01-21 22:20:00 main:574] : INFO : Epoch 1653 | loss: 0.031176 | val_loss: 0.0311739 | Time: 2250.82 ms
[2021-01-21 22:20:03 main:574] : INFO : Epoch 1654 | loss: 0.0311767 | val_loss: 0.03118 | Time: 2182.11 ms
[2021-01-21 22:20:05 main:574] : INFO : Epoch 1655 | loss: 0.0311778 | val_loss: 0.0311749 | Time: 2226.03 ms
[2021-01-21 22:20:07 main:574] : INFO : Epoch 1656 | loss: 0.0311778 | val_loss: 0.0311778 | Time: 2239.59 ms
[2021-01-21 22:20:09 main:574] : INFO : Epoch 1657 | loss: 0.0311813 | val_loss: 0.0311831 | Time: 2222.7 ms
[2021-01-21 22:20:12 main:574] : INFO : Epoch 1658 | loss: 0.0311842 | val_loss: 0.0311786 | Time: 2118.89 ms
[2021-01-21 22:20:14 main:574] : INFO : Epoch 1659 | loss: 0.0311796 | val_loss: 0.0311742 | Time: 2241.62 ms
[2021-01-21 22:20:16 main:574] : INFO : Epoch 1660 | loss: 0.0311772 | val_loss: 0.0311748 | Time: 2208.83 ms
[2021-01-21 22:20:18 main:574] : INFO : Epoch 1661 | loss: 0.0311776 | val_loss: 0.0311733 | Time: 2217.47 ms
[2021-01-21 22:20:21 main:574] : INFO : Epoch 1662 | loss: 0.0311781 | val_loss: 0.0311738 | Time: 2205.61 ms
[2021-01-21 22:20:23 main:574] : INFO : Epoch 1663 | loss: 0.0311772 | val_loss: 0.0311734 | Time: 2158.88 ms
[2021-01-21 22:20:25 main:574] : INFO : Epoch 1664 | loss: 0.0311761 | val_loss: 0.0311732 | Time: 2198.51 ms
[2021-01-21 22:20:27 main:574] : INFO : Epoch 1665 | loss: 0.0311758 | val_loss: 0.0311727 | Time: 2270.28 ms
[2021-01-21 22:20:29 main:574] : INFO : Epoch 1666 | loss: 0.0311755 | val_loss: 0.0311737 | Time: 2160.74 ms
[2021-01-21 22:20:32 main:574] : INFO : Epoch 1667 | loss: 0.0311759 | val_loss: 0.031173 | Time: 2185.48 ms
[2021-01-21 22:20:34 main:574] : INFO : Epoch 1668 | loss: 0.0311757 | val_loss: 0.031173 | Time: 2153.94 ms
[2021-01-21 22:20:36 main:574] : INFO : Epoch 1669 | loss: 0.0311757 | val_loss: 0.0311731 | Time: 2238.44 ms
[2021-01-21 22:20:38 main:574] : INFO : Epoch 1670 | loss: 0.0311764 | val_loss: 0.0311724 | Time: 2163.72 ms
[2021-01-21 22:20:41 main:574] : INFO : Epoch 1671 | loss: 0.0311759 | val_loss: 0.0311725 | Time: 2263.3 ms
[2021-01-21 22:20:43 main:574] : INFO : Epoch 1672 | loss: 0.0311756 | val_loss: 0.0311735 | Time: 2137.84 ms
[2021-01-21 22:20:45 main:574] : INFO : Epoch 1673 | loss: 0.0311767 | val_loss: 0.0311762 | Time: 2249.42 ms
[2021-01-21 22:20:47 main:574] : INFO : Epoch 1674 | loss: 0.0311756 | val_loss: 0.0311733 | Time: 2225.73 ms
[2021-01-21 22:20:50 main:574] : INFO : Epoch 1675 | loss: 0.0311759 | val_loss: 0.0311731 | Time: 2257.74 ms
[2021-01-21 22:20:52 main:574] : INFO : Epoch 1676 | loss: 0.0311762 | val_loss: 0.0311761 | Time: 2181.55 ms
[2021-01-21 22:20:54 main:574] : INFO : Epoch 1677 | loss: 0.031176 | val_loss: 0.0311734 | Time: 2128.44 ms
[2021-01-21 22:20:56 main:574] : INFO : Epoch 1678 | loss: 0.0311769 | val_loss: 0.031173 | Time: 2254.49 ms
[2021-01-21 22:20:58 main:574] : INFO : Epoch 1679 | loss: 0.0311763 | val_loss: 0.031172 | Time: 2201.75 ms
[2021-01-21 22:21:01 main:574] : INFO : Epoch 1680 | loss: 0.031177 | val_loss: 0.031174 | Time: 2230.52 ms
[2021-01-21 22:21:03 main:574] : INFO : Epoch 1681 | loss: 0.0311767 | val_loss: 0.0311724 | Time: 2212.02 ms
[2021-01-21 22:21:05 main:574] : INFO : Epoch 1682 | loss: 0.0311764 | val_loss: 0.0311746 | Time: 2222.57 ms
[2021-01-21 22:21:07 main:574] : INFO : Epoch 1683 | loss: 0.0311773 | val_loss: 0.0311738 | Time: 2202.26 ms
[2021-01-21 22:21:10 main:574] : INFO : Epoch 1684 | loss: 0.031178 | val_loss: 0.0311754 | Time: 2210.93 ms
[2021-01-21 22:21:12 main:574] : INFO : Epoch 1685 | loss: 0.0311775 | val_loss: 0.0311744 | Time: 2256.15 ms
[2021-01-21 22:21:14 main:574] : INFO : Epoch 1686 | loss: 0.0311786 | val_loss: 0.0311753 | Time: 2168.77 ms
[2021-01-21 22:21:16 main:574] : INFO : Epoch 1687 | loss: 0.031178 | val_loss: 0.0311739 | Time: 2245.45 ms
[2021-01-21 22:21:19 main:574] : INFO : Epoch 1688 | loss: 0.0311766 | val_loss: 0.0311754 | Time: 2215.75 ms
[2021-01-21 22:21:21 main:574] : INFO : Epoch 1689 | loss: 0.0311803 | val_loss: 0.0311902 | Time: 2257.36 ms
[2021-01-21 22:21:23 main:574] : INFO : Epoch 1690 | loss: 0.0311818 | val_loss: 0.031176 | Time: 2249.48 ms
[2021-01-21 22:21:26 main:574] : INFO : Epoch 1691 | loss: 0.0311783 | val_loss: 0.0311768 | Time: 2251.3 ms
[2021-01-21 22:21:28 main:574] : INFO : Epoch 1692 | loss: 0.031177 | val_loss: 0.0311752 | Time: 2128.86 ms
[2021-01-21 22:21:30 main:574] : INFO : Epoch 1693 | loss: 0.0311768 | val_loss: 0.0311733 | Time: 2173.46 ms
[2021-01-21 22:21:32 main:574] : INFO : Epoch 1694 | loss: 0.0311747 | val_loss: 0.0311735 | Time: 2104 ms
[2021-01-21 22:21:34 main:574] : INFO : Epoch 1695 | loss: 0.0311762 | val_loss: 0.031173 | Time: 2208.98 ms
[2021-01-21 22:21:36 main:574] : INFO : Epoch 1696 | loss: 0.0311756 | val_loss: 0.0311733 | Time: 2168.77 ms
[2021-01-21 22:21:39 main:574] : INFO : Epoch 1697 | loss: 0.0311753 | val_loss: 0.0311752 | Time: 2206.25 ms
[2021-01-21 22:21:41 main:574] : INFO : Epoch 1698 | loss: 0.0311757 | val_loss: 0.0311734 | Time: 2178.29 ms
[2021-01-21 22:21:43 main:574] : INFO : Epoch 1699 | loss: 0.0311779 | val_loss: 0.0311744 | Time: 2273.29 ms
[2021-01-21 22:21:45 main:574] : INFO : Epoch 1700 | loss: 0.0311758 | val_loss: 0.0311724 | Time: 2154.07 ms
[2021-01-21 22:21:48 main:574] : INFO : Epoch 1701 | loss: 0.0311761 | val_loss: 0.0311715 | Time: 2217.95 ms
[2021-01-21 22:21:50 main:574] : INFO : Epoch 1702 | loss: 0.0311758 | val_loss: 0.0311726 | Time: 2205.56 ms
[2021-01-21 22:21:52 main:574] : INFO : Epoch 1703 | loss: 0.0311752 | val_loss: 0.0311721 | Time: 2206.55 ms
[2021-01-21 22:21:54 main:574] : INFO : Epoch 1704 | loss: 0.031175 | val_loss: 0.0311762 | Time: 2175 ms
[2021-01-21 22:21:57 main:574] : INFO : Epoch 1705 | loss: 0.0311753 | val_loss: 0.0311725 | Time: 2208.18 ms
[2021-01-21 22:21:59 main:574] : INFO : Epoch 1706 | loss: 0.0311755 | val_loss: 0.0311716 | Time: 2192.14 ms
[2021-01-21 22:22:01 main:574] : INFO : Epoch 1707 | loss: 0.0311748 | val_loss: 0.0311717 | Time: 2281.19 ms
[2021-01-21 22:22:03 main:574] : INFO : Epoch 1708 | loss: 0.0311738 | val_loss: 0.0311711 | Time: 2172.45 ms
[2021-01-21 22:22:06 main:574] : INFO : Epoch 1709 | loss: 0.0311741 | val_loss: 0.031172 | Time: 2213.9 ms
[2021-01-21 22:22:08 main:574] : INFO : Epoch 1710 | loss: 0.0311775 | val_loss: 0.0311733 | Time: 2194 ms
[2021-01-21 22:22:10 main:574] : INFO : Epoch 1711 | loss: 0.0311759 | val_loss: 0.0311739 | Time: 2235.27 ms
[2021-01-21 22:22:12 main:574] : INFO : Epoch 1712 | loss: 0.0311748 | val_loss: 0.031173 | Time: 2173.06 ms
[2021-01-21 22:22:14 main:574] : INFO : Epoch 1713 | loss: 0.0311742 | val_loss: 0.0311733 | Time: 2218.9 ms
[2021-01-21 22:22:17 main:574] : INFO : Epoch 1714 | loss: 0.0311734 | val_loss: 0.0311709 | Time: 2220.07 ms
[2021-01-21 22:22:19 main:574] : INFO : Epoch 1715 | loss: 0.0311742 | val_loss: 0.0311722 | Time: 2144.16 ms
[2021-01-21 22:22:21 main:574] : INFO : Epoch 1716 | loss: 0.0311732 | val_loss: 0.0311709 | Time: 2289.16 ms
[2021-01-21 22:22:23 main:574] : INFO : Epoch 1717 | loss: 0.0311727 | val_loss: 0.0311705 | Time: 2192.23 ms
[2021-01-21 22:22:26 main:574] : INFO : Epoch 1718 | loss: 0.0311732 | val_loss: 0.0311716 | Time: 2200.87 ms
[2021-01-21 22:22:28 main:574] : INFO : Epoch 1719 | loss: 0.0311767 | val_loss: 0.031173 | Time: 2183.76 ms
[2021-01-21 22:22:30 main:574] : INFO : Epoch 1720 | loss: 0.0311757 | val_loss: 0.0311726 | Time: 2206.69 ms
[2021-01-21 22:22:32 main:574] : INFO : Epoch 1721 | loss: 0.0311778 | val_loss: 0.031175 | Time: 2290.73 ms
[2021-01-21 22:22:35 main:574] : INFO : Epoch 1722 | loss: 0.031175 | val_loss: 0.0311736 | Time: 2279.78 ms
[2021-01-21 22:22:37 main:574] : INFO : Epoch 1723 | loss: 0.0311755 | val_loss: 0.0311725 | Time: 2178.49 ms
[2021-01-21 22:22:39 main:574] : INFO : Epoch 1724 | loss: 0.0311763 | val_loss: 0.0311807 | Time: 2158.72 ms
[2021-01-21 22:22:41 main:574] : INFO : Epoch 1725 | loss: 0.0311797 | val_loss: 0.0311785 | Time: 2062.18 ms
[2021-01-21 22:22:43 main:574] : INFO : Epoch 1726 | loss: 0.0311821 | val_loss: 0.0311796 | Time: 2242.03 ms
[2021-01-21 22:22:46 main:574] : INFO : Epoch 1727 | loss: 0.0311801 | val_loss: 0.0311756 | Time: 2179.58 ms
[2021-01-21 22:22:48 main:574] : INFO : Epoch 1728 | loss: 0.031178 | val_loss: 0.0311746 | Time: 2163.92 ms
[2021-01-21 22:22:50 main:574] : INFO : Epoch 1729 | loss: 0.0311769 | val_loss: 0.0311748 | Time: 2245.89 ms
[2021-01-21 22:22:52 main:574] : INFO : Epoch 1730 | loss: 0.0311778 | val_loss: 0.0311768 | Time: 2171.8 ms
[2021-01-21 22:22:54 main:574] : INFO : Epoch 1731 | loss: 0.0311758 | val_loss: 0.0311744 | Time: 2166.78 ms
[2021-01-21 22:22:57 main:574] : INFO : Epoch 1732 | loss: 0.0311761 | val_loss: 0.0311741 | Time: 2192.53 ms
[2021-01-21 22:22:59 main:574] : INFO : Epoch 1733 | loss: 0.0311771 | val_loss: 0.0311756 | Time: 2183.55 ms
[2021-01-21 22:23:01 main:574] : INFO : Epoch 1734 | loss: 0.0311772 | val_loss: 0.0311786 | Time: 2267.77 ms
[2021-01-21 22:23:03 main:574] : INFO : Epoch 1735 | loss: 0.0311773 | val_loss: 0.0311754 | Time: 2187.68 ms
[2021-01-21 22:23:05 main:574] : INFO : Epoch 1736 | loss: 0.0311779 | val_loss: 0.0311773 | Time: 2007.51 ms
[2021-01-21 22:23:08 main:574] : INFO : Epoch 1737 | loss: 0.0311844 | val_loss: 0.0311913 | Time: 2188.71 ms
[2021-01-21 22:23:10 main:574] : INFO : Epoch 1738 | loss: 0.0311954 | val_loss: 0.0311925 | Time: 2162.55 ms
[2021-01-21 22:23:12 main:574] : INFO : Epoch 1739 | loss: 0.0311919 | val_loss: 0.0311869 | Time: 2238.98 ms
[2021-01-21 22:23:14 main:574] : INFO : Epoch 1740 | loss: 0.0311898 | val_loss: 0.031185 | Time: 2198.15 ms
[2021-01-21 22:23:17 main:574] : INFO : Epoch 1741 | loss: 0.0311883 | val_loss: 0.0311813 | Time: 2266.61 ms
[2021-01-21 22:23:19 main:574] : INFO : Epoch 1742 | loss: 0.0311865 | val_loss: 0.0311813 | Time: 2078.89 ms
[2021-01-21 22:23:21 main:574] : INFO : Epoch 1743 | loss: 0.0311844 | val_loss: 0.031181 | Time: 2151.67 ms
[2021-01-21 22:23:23 main:574] : INFO : Epoch 1744 | loss: 0.0311859 | val_loss: 0.0311796 | Time: 2145.39 ms
[2021-01-21 22:23:25 main:574] : INFO : Epoch 1745 | loss: 0.0311845 | val_loss: 0.0311784 | Time: 2274.48 ms
[2021-01-21 22:23:27 main:574] : INFO : Epoch 1746 | loss: 0.031183 | val_loss: 0.0311789 | Time: 2110.41 ms
[2021-01-21 22:23:30 main:574] : INFO : Epoch 1747 | loss: 0.0311841 | val_loss: 0.0311773 | Time: 2064.21 ms
[2021-01-21 22:23:32 main:574] : INFO : Epoch 1748 | loss: 0.0311825 | val_loss: 0.0311787 | Time: 2125.12 ms
[2021-01-21 22:23:34 main:574] : INFO : Epoch 1749 | loss: 0.0311837 | val_loss: 0.0311787 | Time: 2354.75 ms
[2021-01-21 22:23:36 main:574] : INFO : Epoch 1750 | loss: 0.0311837 | val_loss: 0.0311801 | Time: 2270.4 ms
[2021-01-21 22:23:39 main:574] : INFO : Epoch 1751 | loss: 0.0311856 | val_loss: 0.0311796 | Time: 2070.94 ms
[2021-01-21 22:23:41 main:574] : INFO : Epoch 1752 | loss: 0.0311879 | val_loss: 0.0311812 | Time: 2064.11 ms
[2021-01-21 22:23:43 main:574] : INFO : Epoch 1753 | loss: 0.0311869 | val_loss: 0.0311817 | Time: 2029.01 ms
[2021-01-21 22:23:45 main:574] : INFO : Epoch 1754 | loss: 0.0311861 | val_loss: 0.0311774 | Time: 2042.53 ms
[2021-01-21 22:23:47 main:574] : INFO : Epoch 1755 | loss: 0.0311849 | val_loss: 0.0311772 | Time: 2117.51 ms
[2021-01-21 22:23:49 main:574] : INFO : Epoch 1756 | loss: 0.0311852 | val_loss: 0.0311828 | Time: 2169.49 ms
[2021-01-21 22:23:51 main:574] : INFO : Epoch 1757 | loss: 0.0311918 | val_loss: 0.0311857 | Time: 2150.43 ms
[2021-01-21 22:23:53 main:574] : INFO : Epoch 1758 | loss: 0.0311975 | val_loss: 0.0312068 | Time: 2156.32 ms
[2021-01-21 22:23:56 main:574] : INFO : Epoch 1759 | loss: 0.0312038 | val_loss: 0.0311878 | Time: 2172.99 ms
[2021-01-21 22:23:58 main:574] : INFO : Epoch 1760 | loss: 0.0311914 | val_loss: 0.0311849 | Time: 2213.96 ms
[2021-01-21 22:24:00 main:574] : INFO : Epoch 1761 | loss: 0.031189 | val_loss: 0.0311864 | Time: 2197.35 ms
[2021-01-21 22:24:02 main:574] : INFO : Epoch 1762 | loss: 0.0311852 | val_loss: 0.0311805 | Time: 2091.43 ms
[2021-01-21 22:24:04 main:574] : INFO : Epoch 1763 | loss: 0.0311828 | val_loss: 0.0311792 | Time: 2274.87 ms
[2021-01-21 22:24:07 main:574] : INFO : Epoch 1764 | loss: 0.0311814 | val_loss: 0.0311787 | Time: 2284.91 ms
[2021-01-21 22:24:09 main:574] : INFO : Epoch 1765 | loss: 0.0311805 | val_loss: 0.031178 | Time: 2116.22 ms
[2021-01-21 22:24:11 main:574] : INFO : Epoch 1766 | loss: 0.0311807 | val_loss: 0.0311809 | Time: 2057.7 ms
[2021-01-21 22:24:13 main:574] : INFO : Epoch 1767 | loss: 0.0311813 | val_loss: 0.0311796 | Time: 2067.07 ms
[2021-01-21 22:24:15 main:574] : INFO : Epoch 1768 | loss: 0.0311807 | val_loss: 0.0311786 | Time: 2054.75 ms
[2021-01-21 22:24:17 main:574] : INFO : Epoch 1769 | loss: 0.0311783 | val_loss: 0.0311781 | Time: 2171.36 ms
[2021-01-21 22:24:20 main:574] : INFO : Epoch 1770 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 2205.54 ms
[2021-01-21 22:24:22 main:574] : INFO : Epoch 1771 | loss: 0.0311805 | val_loss: 0.0311903 | Time: 2221.62 ms
[2021-01-21 22:24:24 main:574] : INFO : Epoch 1772 | loss: 0.0311808 | val_loss: 0.0311822 | Time: 2094.66 ms
[2021-01-21 22:24:26 main:574] : INFO : Epoch 1773 | loss: 0.0311816 | val_loss: 0.0311811 | Time: 2025.7 ms
[2021-01-21 22:24:28 main:574] : INFO : Epoch 1774 | loss: 0.0311796 | val_loss: 0.0311781 | Time: 2147.67 ms
[2021-01-21 22:24:30 main:574] : INFO : Epoch 1775 | loss: 0.0311794 | val_loss: 0.0311773 | Time: 2245.24 ms
[2021-01-21 22:24:33 main:574] : INFO : Epoch 1776 | loss: 0.031178 | val_loss: 0.0311778 | Time: 2226.17 ms
[2021-01-21 22:24:35 main:574] : INFO : Epoch 1777 | loss: 0.031178 | val_loss: 0.0311772 | Time: 2215.49 ms
[2021-01-21 22:24:37 main:574] : INFO : Epoch 1778 | loss: 0.0311786 | val_loss: 0.0311786 | Time: 2074.36 ms
[2021-01-21 22:24:39 main:574] : INFO : Epoch 1779 | loss: 0.0311786 | val_loss: 0.0311767 | Time: 2077.88 ms
[2021-01-21 22:24:41 main:574] : INFO : Epoch 1780 | loss: 0.0311784 | val_loss: 0.0311766 | Time: 2180.8 ms
[2021-01-21 22:24:44 main:574] : INFO : Epoch 1781 | loss: 0.0311776 | val_loss: 0.0311782 | Time: 2198.55 ms
[2021-01-21 22:24:46 main:574] : INFO : Epoch 1782 | loss: 0.0311768 | val_loss: 0.0311783 | Time: 2227.79 ms
[2021-01-21 22:24:48 main:574] : INFO : Epoch 1783 | loss: 0.0311776 | val_loss: 0.0311776 | Time: 2095.06 ms
[2021-01-21 22:24:50 main:574] : INFO : Epoch 1784 | loss: 0.0311783 | val_loss: 0.0311922 | Time: 2083.29 ms
[2021-01-21 22:24:52 main:574] : INFO : Epoch 1785 | loss: 0.0311826 | val_loss: 0.0311786 | Time: 2230.49 ms
[2021-01-21 22:24:55 main:574] : INFO : Epoch 1786 | loss: 0.0311778 | val_loss: 0.0311771 | Time: 2173.99 ms
[2021-01-21 22:24:57 main:574] : INFO : Epoch 1787 | loss: 0.0311769 | val_loss: 0.0311804 | Time: 2240.5 ms
[2021-01-21 22:24:59 main:574] : INFO : Epoch 1788 | loss: 0.0311793 | val_loss: 0.0311785 | Time: 2064.5 ms
[2021-01-21 22:25:01 main:574] : INFO : Epoch 1789 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 2114.94 ms
[2021-01-21 22:25:03 main:574] : INFO : Epoch 1790 | loss: 0.0311771 | val_loss: 0.031177 | Time: 2055.11 ms
[2021-01-21 22:25:05 main:574] : INFO : Epoch 1791 | loss: 0.0311795 | val_loss: 0.0311772 | Time: 2152.78 ms
[2021-01-21 22:25:08 main:574] : INFO : Epoch 1792 | loss: 0.0311766 | val_loss: 0.0311754 | Time: 2215.32 ms
[2021-01-21 22:25:10 main:574] : INFO : Epoch 1793 | loss: 0.0311755 | val_loss: 0.0311758 | Time: 2190.03 ms
[2021-01-21 22:25:12 main:574] : INFO : Epoch 1794 | loss: 0.0311757 | val_loss: 0.0311758 | Time: 2154.69 ms
[2021-01-21 22:25:14 main:574] : INFO : Epoch 1795 | loss: 0.031176 | val_loss: 0.0311811 | Time: 2362.48 ms
[2021-01-21 22:25:17 main:574] : INFO : Epoch 1796 | loss: 0.0311789 | val_loss: 0.0311771 | Time: 2291.59 ms
[2021-01-21 22:25:19 main:574] : INFO : Epoch 1797 | loss: 0.0311769 | val_loss: 0.0311787 | Time: 2218.67 ms
[2021-01-21 22:25:21 main:574] : INFO : Epoch 1798 | loss: 0.0311759 | val_loss: 0.0311768 | Time: 2190.8 ms
[2021-01-21 22:25:23 main:574] : INFO : Epoch 1799 | loss: 0.0311759 | val_loss: 0.0311754 | Time: 2272.36 ms
[2021-01-21 22:25:26 main:574] : INFO : Epoch 1800 | loss: 0.0311762 | val_loss: 0.031178 | Time: 2122.43 ms
[2021-01-21 22:25:28 main:574] : INFO : Epoch 1801 | loss: 0.031177 | val_loss: 0.0311752 | Time: 2237.37 ms
[2021-01-21 22:25:30 main:574] : INFO : Epoch 1802 | loss: 0.0311774 | val_loss: 0.0311756 | Time: 2235.4 ms
[2021-01-21 22:25:32 main:574] : INFO : Epoch 1803 | loss: 0.0311768 | val_loss: 0.0311747 | Time: 2232.1 ms
[2021-01-21 22:25:35 main:574] : INFO : Epoch 1804 | loss: 0.0311768 | val_loss: 0.0311756 | Time: 2213.98 ms
[2021-01-21 22:25:37 main:574] : INFO : Epoch 1805 | loss: 0.031177 | val_loss: 0.0311742 | Time: 2209.46 ms
[2021-01-21 22:25:39 main:574] : INFO : Epoch 1806 | loss: 0.0311776 | val_loss: 0.0311757 | Time: 2257.86 ms
[2021-01-21 22:25:41 main:574] : INFO : Epoch 1807 | loss: 0.0311786 | val_loss: 0.0311801 | Time: 2244.24 ms
[2021-01-21 22:25:44 main:574] : INFO : Epoch 1808 | loss: 0.03118 | val_loss: 0.031181 | Time: 2235.95 ms
[2021-01-21 22:25:46 main:574] : INFO : Epoch 1809 | loss: 0.0311787 | val_loss: 0.0311763 | Time: 2218.86 ms
[2021-01-21 22:25:48 main:574] : INFO : Epoch 1810 | loss: 0.0311779 | val_loss: 0.0311764 | Time: 2201.57 ms
[2021-01-21 22:25:50 main:574] : INFO : Epoch 1811 | loss: 0.0311785 | val_loss: 0.0311766 | Time: 2189.28 ms
[2021-01-21 22:25:53 main:574] : INFO : Epoch 1812 | loss: 0.0311774 | val_loss: 0.0311757 | Time: 2295.8 ms
[2021-01-21 22:25:55 main:574] : INFO : Epoch 1813 | loss: 0.031178 | val_loss: 0.0311777 | Time: 2216.6 ms
[2021-01-21 22:25:57 main:574] : INFO : Epoch 1814 | loss: 0.0311792 | val_loss: 0.0311764 | Time: 2289.74 ms
[2021-01-21 22:25:59 main:574] : INFO : Epoch 1815 | loss: 0.0311795 | val_loss: 0.0311831 | Time: 2187.72 ms
[2021-01-21 22:26:02 main:574] : INFO : Epoch 1816 | loss: 0.0311797 | val_loss: 0.0311802 | Time: 2218.24 ms
[2021-01-21 22:26:04 main:574] : INFO : Epoch 1817 | loss: 0.0311799 | val_loss: 0.031177 | Time: 2230.35 ms
[2021-01-21 22:26:06 main:574] : INFO : Epoch 1818 | loss: 0.0311762 | val_loss: 0.0311769 | Time: 2141.5 ms
[2021-01-21 22:26:08 main:574] : INFO : Epoch 1819 | loss: 0.0311773 | val_loss: 0.0311771 | Time: 2129.28 ms
[2021-01-21 22:26:11 main:574] : INFO : Epoch 1820 | loss: 0.0311756 | val_loss: 0.0311759 | Time: 2264.3 ms
[2021-01-21 22:26:13 main:574] : INFO : Epoch 1821 | loss: 0.0311754 | val_loss: 0.0311756 | Time: 2200.21 ms
[2021-01-21 22:26:15 main:574] : INFO : Epoch 1822 | loss: 0.031177 | val_loss: 0.0311758 | Time: 2205.11 ms
[2021-01-21 22:26:17 main:574] : INFO : Epoch 1823 | loss: 0.0311756 | val_loss: 0.0311781 | Time: 2158.06 ms
[2021-01-21 22:26:19 main:574] : INFO : Epoch 1824 | loss: 0.0311775 | val_loss: 0.0311776 | Time: 2193.75 ms
[2021-01-21 22:26:22 main:574] : INFO : Epoch 1825 | loss: 0.0311762 | val_loss: 0.0311756 | Time: 2245.95 ms
[2021-01-21 22:26:24 main:574] : INFO : Epoch 1826 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 2256.46 ms
[2021-01-21 22:26:26 main:574] : INFO : Epoch 1827 | loss: 0.0311783 | val_loss: 0.0311783 | Time: 2151.65 ms
[2021-01-21 22:26:28 main:574] : INFO : Epoch 1828 | loss: 0.0311759 | val_loss: 0.0311747 | Time: 2165.58 ms
[2021-01-21 22:26:31 main:574] : INFO : Epoch 1829 | loss: 0.0311751 | val_loss: 0.0311789 | Time: 2306.08 ms
[2021-01-21 22:26:33 main:574] : INFO : Epoch 1830 | loss: 0.0311752 | val_loss: 0.0311761 | Time: 2161.24 ms
[2021-01-21 22:26:35 main:574] : INFO : Epoch 1831 | loss: 0.031174 | val_loss: 0.0311788 | Time: 2272.78 ms
[2021-01-21 22:26:38 main:574] : INFO : Epoch 1832 | loss: 0.0311769 | val_loss: 0.0311789 | Time: 2296.98 ms
[2021-01-21 22:26:40 main:574] : INFO : Epoch 1833 | loss: 0.0311782 | val_loss: 0.0311752 | Time: 2195.22 ms
[2021-01-21 22:26:42 main:574] : INFO : Epoch 1834 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 2192.84 ms
[2021-01-21 22:26:44 main:574] : INFO : Epoch 1835 | loss: 0.0311864 | val_loss: 0.0311901 | Time: 2182.68 ms
[2021-01-21 22:26:46 main:574] : INFO : Epoch 1836 | loss: 0.0311893 | val_loss: 0.0311899 | Time: 2161.88 ms
[2021-01-21 22:26:49 main:574] : INFO : Epoch 1837 | loss: 0.0311823 | val_loss: 0.0311762 | Time: 2262.78 ms
[2021-01-21 22:26:51 main:574] : INFO : Epoch 1838 | loss: 0.0311774 | val_loss: 0.0311759 | Time: 2225.53 ms
[2021-01-21 22:26:53 main:574] : INFO : Epoch 1839 | loss: 0.0311765 | val_loss: 0.0311763 | Time: 2210.46 ms
[2021-01-21 22:26:55 main:574] : INFO : Epoch 1840 | loss: 0.0311774 | val_loss: 0.0311756 | Time: 2244.39 ms
[2021-01-21 22:26:58 main:574] : INFO : Epoch 1841 | loss: 0.0311773 | val_loss: 0.0311768 | Time: 2152.66 ms
[2021-01-21 22:27:00 main:574] : INFO : Epoch 1842 | loss: 0.0311757 | val_loss: 0.0311762 | Time: 2226.2 ms
[2021-01-21 22:27:02 main:574] : INFO : Epoch 1843 | loss: 0.0311758 | val_loss: 0.031176 | Time: 2217.65 ms
[2021-01-21 22:27:04 main:574] : INFO : Epoch 1844 | loss: 0.0311746 | val_loss: 0.0311748 | Time: 2191.99 ms
[2021-01-21 22:27:06 main:574] : INFO : Epoch 1845 | loss: 0.0311752 | val_loss: 0.0311788 | Time: 2164.04 ms
[2021-01-21 22:27:09 main:574] : INFO : Epoch 1846 | loss: 0.0311752 | val_loss: 0.0311746 | Time: 2311.73 ms
[2021-01-21 22:27:11 main:574] : INFO : Epoch 1847 | loss: 0.0311747 | val_loss: 0.0311765 | Time: 2269.8 ms
[2021-01-21 22:27:13 main:574] : INFO : Epoch 1848 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 2295.24 ms
[2021-01-21 22:27:16 main:574] : INFO : Epoch 1849 | loss: 0.0311756 | val_loss: 0.0311753 | Time: 2149.24 ms
[2021-01-21 22:27:18 main:574] : INFO : Epoch 1850 | loss: 0.031174 | val_loss: 0.0311757 | Time: 2220.54 ms
[2021-01-21 22:27:20 main:574] : INFO : Epoch 1851 | loss: 0.0311746 | val_loss: 0.0311742 | Time: 2205.95 ms
[2021-01-21 22:27:22 main:574] : INFO : Epoch 1852 | loss: 0.0311752 | val_loss: 0.0311738 | Time: 2147.56 ms
[2021-01-21 22:27:24 main:574] : INFO : Epoch 1853 | loss: 0.031177 | val_loss: 0.0311735 | Time: 2193.07 ms
[2021-01-21 22:27:27 main:574] : INFO : Epoch 1854 | loss: 0.0311767 | val_loss: 0.0311783 | Time: 2194.98 ms
[2021-01-21 22:27:29 main:574] : INFO : Epoch 1855 | loss: 0.0311768 | val_loss: 0.0311789 | Time: 2185.38 ms
[2021-01-21 22:27:31 main:574] : INFO : Epoch 1856 | loss: 0.031176 | val_loss: 0.031175 | Time: 2254.3 ms
[2021-01-21 22:27:33 main:574] : INFO : Epoch 1857 | loss: 0.0311752 | val_loss: 0.0311757 | Time: 2257.02 ms
[2021-01-21 22:27:36 main:574] : INFO : Epoch 1858 | loss: 0.0311745 | val_loss: 0.0311745 | Time: 2247.95 ms
[2021-01-21 22:27:38 main:574] : INFO : Epoch 1859 | loss: 0.0311743 | val_loss: 0.0311745 | Time: 2192.68 ms
[2021-01-21 22:27:40 main:574] : INFO : Epoch 1860 | loss: 0.0311743 | val_loss: 0.0311749 | Time: 2149.92 ms
[2021-01-21 22:27:42 main:574] : INFO : Epoch 1861 | loss: 0.0311751 | val_loss: 0.0311743 | Time: 2301.64 ms
[2021-01-21 22:27:45 main:574] : INFO : Epoch 1862 | loss: 0.0311741 | val_loss: 0.0311731 | Time: 2225.74 ms
[2021-01-21 22:27:47 main:574] : INFO : Epoch 1863 | loss: 0.0311746 | val_loss: 0.0311743 | Time: 2164.85 ms
[2021-01-21 22:27:49 main:574] : INFO : Epoch 1864 | loss: 0.0311737 | val_loss: 0.0311749 | Time: 2227.51 ms
[2021-01-21 22:27:51 main:574] : INFO : Epoch 1865 | loss: 0.0311744 | val_loss: 0.0311732 | Time: 2277.85 ms
[2021-01-21 22:27:54 main:574] : INFO : Epoch 1866 | loss: 0.0311739 | val_loss: 0.0311763 | Time: 2245.93 ms
[2021-01-21 22:27:56 main:574] : INFO : Epoch 1867 | loss: 0.0311747 | val_loss: 0.0311739 | Time: 2147.3 ms
[2021-01-21 22:27:58 main:574] : INFO : Epoch 1868 | loss: 0.0311758 | val_loss: 0.0311757 | Time: 2276.31 ms
[2021-01-21 22:28:00 main:574] : INFO : Epoch 1869 | loss: 0.0311749 | val_loss: 0.0311766 | Time: 2305.36 ms
[2021-01-21 22:28:03 main:574] : INFO : Epoch 1870 | loss: 0.0311748 | val_loss: 0.0311818 | Time: 2208.79 ms
[2021-01-21 22:28:05 main:574] : INFO : Epoch 1871 | loss: 0.0311752 | val_loss: 0.0311749 | Time: 2242.1 ms
[2021-01-21 22:28:07 main:574] : INFO : Epoch 1872 | loss: 0.031175 | val_loss: 0.0311757 | Time: 2220.32 ms
[2021-01-21 22:28:09 main:574] : INFO : Epoch 1873 | loss: 0.0311745 | val_loss: 0.0311745 | Time: 2179.32 ms
[2021-01-21 22:28:12 main:574] : INFO : Epoch 1874 | loss: 0.0311738 | val_loss: 0.0311745 | Time: 2216.67 ms
[2021-01-21 22:28:14 main:574] : INFO : Epoch 1875 | loss: 0.0311748 | val_loss: 0.0311782 | Time: 2175.81 ms
[2021-01-21 22:28:16 main:574] : INFO : Epoch 1876 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 2195.76 ms
[2021-01-21 22:28:18 main:574] : INFO : Epoch 1877 | loss: 0.0311751 | val_loss: 0.0311751 | Time: 2241.88 ms
[2021-01-21 22:28:21 main:574] : INFO : Epoch 1878 | loss: 0.0311735 | val_loss: 0.0311745 | Time: 2243.27 ms
[2021-01-21 22:28:23 main:574] : INFO : Epoch 1879 | loss: 0.0311747 | val_loss: 0.0311746 | Time: 2057.68 ms
[2021-01-21 22:28:25 main:574] : INFO : Epoch 1880 | loss: 0.031174 | val_loss: 0.0311731 | Time: 2182.93 ms
[2021-01-21 22:28:27 main:574] : INFO : Epoch 1881 | loss: 0.0311746 | val_loss: 0.0311744 | Time: 2210.86 ms
[2021-01-21 22:28:29 main:574] : INFO : Epoch 1882 | loss: 0.031174 | val_loss: 0.0311741 | Time: 2163.44 ms
[2021-01-21 22:28:32 main:574] : INFO : Epoch 1883 | loss: 0.0311747 | val_loss: 0.0311744 | Time: 2298.94 ms
[2021-01-21 22:28:34 main:574] : INFO : Epoch 1884 | loss: 0.0311739 | val_loss: 0.0311746 | Time: 2204.85 ms
[2021-01-21 22:28:36 main:574] : INFO : Epoch 1885 | loss: 0.0311756 | val_loss: 0.0311816 | Time: 2204.17 ms
[2021-01-21 22:28:38 main:574] : INFO : Epoch 1886 | loss: 0.0311806 | val_loss: 0.0311792 | Time: 2205.93 ms
[2021-01-21 22:28:41 main:574] : INFO : Epoch 1887 | loss: 0.0311759 | val_loss: 0.031176 | Time: 2228.97 ms
[2021-01-21 22:28:43 main:574] : INFO : Epoch 1888 | loss: 0.0311743 | val_loss: 0.0311736 | Time: 2282.36 ms
[2021-01-21 22:28:45 main:574] : INFO : Epoch 1889 | loss: 0.031174 | val_loss: 0.0311744 | Time: 2233.98 ms
[2021-01-21 22:28:47 main:574] : INFO : Epoch 1890 | loss: 0.0311733 | val_loss: 0.0311738 | Time: 2148.56 ms
[2021-01-21 22:28:50 main:574] : INFO : Epoch 1891 | loss: 0.0311741 | val_loss: 0.0311732 | Time: 2182.82 ms
[2021-01-21 22:28:52 main:574] : INFO : Epoch 1892 | loss: 0.0311731 | val_loss: 0.0311751 | Time: 2219.38 ms
[2021-01-21 22:28:54 main:574] : INFO : Epoch 1893 | loss: 0.0311752 | val_loss: 0.0311729 | Time: 2190.9 ms
[2021-01-21 22:28:56 main:574] : INFO : Epoch 1894 | loss: 0.0311747 | val_loss: 0.0311743 | Time: 2231.2 ms
[2021-01-21 22:28:58 main:574] : INFO : Epoch 1895 | loss: 0.0311748 | val_loss: 0.0311756 | Time: 2194.84 ms
[2021-01-21 22:29:01 main:574] : INFO : Epoch 1896 | loss: 0.0311751 | val_loss: 0.0311749 | Time: 2283.94 ms
[2021-01-21 22:29:03 main:574] : INFO : Epoch 1897 | loss: 0.0311744 | val_loss: 0.0311754 | Time: 2249.31 ms
[2021-01-21 22:29:05 main:574] : INFO : Epoch 1898 | loss: 0.0311733 | val_loss: 0.0311732 | Time: 2277.36 ms
[2021-01-21 22:29:08 main:574] : INFO : Epoch 1899 | loss: 0.0311728 | val_loss: 0.031175 | Time: 2168.83 ms
[2021-01-21 22:29:10 main:574] : INFO : Epoch 1900 | loss: 0.0311726 | val_loss: 0.0311745 | Time: 2194.77 ms
[2021-01-21 22:29:12 main:574] : INFO : Epoch 1901 | loss: 0.0311732 | val_loss: 0.0311738 | Time: 2202.7 ms
[2021-01-21 22:29:14 main:574] : INFO : Epoch 1902 | loss: 0.0311732 | val_loss: 0.0311756 | Time: 2239.99 ms
[2021-01-21 22:29:17 main:574] : INFO : Epoch 1903 | loss: 0.031174 | val_loss: 0.0311752 | Time: 2218.02 ms
[2021-01-21 22:29:19 main:574] : INFO : Epoch 1904 | loss: 0.0311748 | val_loss: 0.0311738 | Time: 2198.87 ms
[2021-01-21 22:29:21 main:574] : INFO : Epoch 1905 | loss: 0.0311729 | val_loss: 0.0311732 | Time: 2169.22 ms
[2021-01-21 22:29:23 main:574] : INFO : Epoch 1906 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 2219.77 ms
[2021-01-21 22:29:25 main:574] : INFO : Epoch 1907 | loss: 0.0311749 | val_loss: 0.0311731 | Time: 2177.13 ms
[2021-01-21 22:29:28 main:574] : INFO : Epoch 1908 | loss: 0.031172 | val_loss: 0.0311726 | Time: 2172.22 ms
[2021-01-21 22:29:30 main:574] : INFO : Epoch 1909 | loss: 0.0311733 | val_loss: 0.0311741 | Time: 2169.23 ms
[2021-01-21 22:29:32 main:574] : INFO : Epoch 1910 | loss: 0.0311733 | val_loss: 0.0311729 | Time: 2251.28 ms
[2021-01-21 22:29:34 main:574] : INFO : Epoch 1911 | loss: 0.0311733 | val_loss: 0.0311738 | Time: 2175.62 ms
[2021-01-21 22:29:37 main:574] : INFO : Epoch 1912 | loss: 0.0311742 | val_loss: 0.0311751 | Time: 2257.07 ms
[2021-01-21 22:29:39 main:574] : INFO : Epoch 1913 | loss: 0.0311744 | val_loss: 0.0311734 | Time: 2127.4 ms
[2021-01-21 22:29:41 main:574] : INFO : Epoch 1914 | loss: 0.0311736 | val_loss: 0.031175 | Time: 2229.23 ms
[2021-01-21 22:29:43 main:574] : INFO : Epoch 1915 | loss: 0.0311737 | val_loss: 0.0311729 | Time: 2249.14 ms
[2021-01-21 22:29:46 main:574] : INFO : Epoch 1916 | loss: 0.0311729 | val_loss: 0.0311734 | Time: 2233.84 ms
[2021-01-21 22:29:48 main:574] : INFO : Epoch 1917 | loss: 0.0311747 | val_loss: 0.0311742 | Time: 2155.68 ms
[2021-01-21 22:29:50 main:574] : INFO : Epoch 1918 | loss: 0.0311745 | val_loss: 0.0311726 | Time: 2259.25 ms
[2021-01-21 22:29:52 main:574] : INFO : Epoch 1919 | loss: 0.0311787 | val_loss: 0.0311767 | Time: 2221.48 ms
[2021-01-21 22:29:55 main:574] : INFO : Epoch 1920 | loss: 0.0311781 | val_loss: 0.0311745 | Time: 2247.78 ms
[2021-01-21 22:29:57 main:574] : INFO : Epoch 1921 | loss: 0.031177 | val_loss: 0.0311742 | Time: 2148.1 ms
[2021-01-21 22:29:59 main:574] : INFO : Epoch 1922 | loss: 0.0311752 | val_loss: 0.0311744 | Time: 2311.68 ms
[2021-01-21 22:30:01 main:574] : INFO : Epoch 1923 | loss: 0.0311747 | val_loss: 0.0311747 | Time: 2227.19 ms
[2021-01-21 22:30:04 main:574] : INFO : Epoch 1924 | loss: 0.0311753 | val_loss: 0.0311757 | Time: 2250.04 ms
[2021-01-21 22:30:06 main:574] : INFO : Epoch 1925 | loss: 0.0311766 | val_loss: 0.0311754 | Time: 2177.31 ms
[2021-01-21 22:30:08 main:574] : INFO : Epoch 1926 | loss: 0.031176 | val_loss: 0.031173 | Time: 2331.35 ms
[2021-01-21 22:30:10 main:574] : INFO : Epoch 1927 | loss: 0.0311746 | val_loss: 0.0311728 | Time: 2186.14 ms
[2021-01-21 22:30:13 main:574] : INFO : Epoch 1928 | loss: 0.0311746 | val_loss: 0.0311734 | Time: 2282.11 ms
[2021-01-21 22:30:15 main:574] : INFO : Epoch 1929 | loss: 0.0311747 | val_loss: 0.031173 | Time: 2221.09 ms
[2021-01-21 22:30:17 main:574] : INFO : Epoch 1930 | loss: 0.0311751 | val_loss: 0.0311721 | Time: 2174.87 ms
[2021-01-21 22:30:19 main:574] : INFO : Epoch 1931 | loss: 0.0311742 | val_loss: 0.0311719 | Time: 2234.06 ms
[2021-01-21 22:30:22 main:574] : INFO : Epoch 1932 | loss: 0.0311737 | val_loss: 0.0311737 | Time: 2145.08 ms
[2021-01-21 22:30:24 main:574] : INFO : Epoch 1933 | loss: 0.0311746 | val_loss: 0.0311725 | Time: 2203.28 ms
[2021-01-21 22:30:26 main:574] : INFO : Epoch 1934 | loss: 0.0311755 | val_loss: 0.0311728 | Time: 2310.7 ms
[2021-01-21 22:30:28 main:574] : INFO : Epoch 1935 | loss: 0.0311748 | val_loss: 0.0311718 | Time: 2221.37 ms
[2021-01-21 22:30:31 main:574] : INFO : Epoch 1936 | loss: 0.0311762 | val_loss: 0.031173 | Time: 2203.16 ms
[2021-01-21 22:30:33 main:574] : INFO : Epoch 1937 | loss: 0.0311777 | val_loss: 0.0311778 | Time: 2272.24 ms
[2021-01-21 22:30:35 main:574] : INFO : Epoch 1938 | loss: 0.0311752 | val_loss: 0.0311738 | Time: 2295.38 ms
[2021-01-21 22:30:37 main:574] : INFO : Epoch 1939 | loss: 0.0311743 | val_loss: 0.0311738 | Time: 2199.38 ms
[2021-01-21 22:30:40 main:574] : INFO : Epoch 1940 | loss: 0.0311743 | val_loss: 0.0311726 | Time: 2116.71 ms
[2021-01-21 22:30:42 main:574] : INFO : Epoch 1941 | loss: 0.0311743 | val_loss: 0.0311726 | Time: 2247.25 ms
[2021-01-21 22:30:44 main:574] : INFO : Epoch 1942 | loss: 0.0311745 | val_loss: 0.031173 | Time: 2253.55 ms
[2021-01-21 22:30:46 main:574] : INFO : Epoch 1943 | loss: 0.031174 | val_loss: 0.031174 | Time: 2242.57 ms
[2021-01-21 22:30:49 main:574] : INFO : Epoch 1944 | loss: 0.031175 | val_loss: 0.0311748 | Time: 2206.76 ms
[2021-01-21 22:30:51 main:574] : INFO : Epoch 1945 | loss: 0.0311744 | val_loss: 0.0311725 | Time: 2180.68 ms
[2021-01-21 22:30:53 main:574] : INFO : Epoch 1946 | loss: 0.0311745 | val_loss: 0.0311736 | Time: 2242.78 ms
[2021-01-21 22:30:55 main:574] : INFO : Epoch 1947 | loss: 0.0311739 | val_loss: 0.031174 | Time: 2242.54 ms
[2021-01-21 22:30:58 main:574] : INFO : Epoch 1948 | loss: 0.0311747 | val_loss: 0.0311719 | Time: 2280.06 ms
[2021-01-21 22:31:00 main:574] : INFO : Epoch 1949 | loss: 0.0311747 | val_loss: 0.0311732 | Time: 2192.76 ms
[2021-01-21 22:31:02 main:574] : INFO : Epoch 1950 | loss: 0.0311757 | val_loss: 0.0311749 | Time: 2179.91 ms
[2021-01-21 22:31:04 main:574] : INFO : Epoch 1951 | loss: 0.0311749 | val_loss: 0.0311782 | Time: 2167.14 ms
[2021-01-21 22:31:07 main:574] : INFO : Epoch 1952 | loss: 0.0311804 | val_loss: 0.0311823 | Time: 2218.93 ms
[2021-01-21 22:31:09 main:574] : INFO : Epoch 1953 | loss: 0.0311778 | val_loss: 0.0311763 | Time: 2268.78 ms
[2021-01-21 22:31:11 main:574] : INFO : Epoch 1954 | loss: 0.0311748 | val_loss: 0.031177 | Time: 2283.47 ms
[2021-01-21 22:31:13 main:574] : INFO : Epoch 1955 | loss: 0.0311733 | val_loss: 0.0311724 | Time: 2214.81 ms
[2021-01-21 22:31:16 main:574] : INFO : Epoch 1956 | loss: 0.0311737 | val_loss: 0.0311732 | Time: 2231.89 ms
[2021-01-21 22:31:18 main:574] : INFO : Epoch 1957 | loss: 0.0311724 | val_loss: 0.031172 | Time: 2218.03 ms
[2021-01-21 22:31:20 main:574] : INFO : Epoch 1958 | loss: 0.0311724 | val_loss: 0.0311727 | Time: 2157.93 ms
[2021-01-21 22:31:22 main:574] : INFO : Epoch 1959 | loss: 0.0311726 | val_loss: 0.0311735 | Time: 2273.93 ms
[2021-01-21 22:31:25 main:574] : INFO : Epoch 1960 | loss: 0.031173 | val_loss: 0.0311722 | Time: 2271.24 ms
[2021-01-21 22:31:27 main:574] : INFO : Epoch 1961 | loss: 0.0311745 | val_loss: 0.0311735 | Time: 2181.02 ms
[2021-01-21 22:31:29 main:574] : INFO : Epoch 1962 | loss: 0.0311757 | val_loss: 0.0311746 | Time: 2251.77 ms
[2021-01-21 22:31:32 main:574] : INFO : Epoch 1963 | loss: 0.031175 | val_loss: 0.0311732 | Time: 2255.72 ms
[2021-01-21 22:31:34 main:574] : INFO : Epoch 1964 | loss: 0.0311758 | val_loss: 0.0311735 | Time: 2228.96 ms
[2021-01-21 22:31:36 main:574] : INFO : Epoch 1965 | loss: 0.0311745 | val_loss: 0.0311727 | Time: 2157.73 ms
[2021-01-21 22:31:38 main:574] : INFO : Epoch 1966 | loss: 0.0311735 | val_loss: 0.0311718 | Time: 2142.71 ms
[2021-01-21 22:31:40 main:574] : INFO : Epoch 1967 | loss: 0.0311757 | val_loss: 0.0311737 | Time: 2262.71 ms
[2021-01-21 22:31:43 main:574] : INFO : Epoch 1968 | loss: 0.0311762 | val_loss: 0.0311818 | Time: 2201.86 ms
[2021-01-21 22:31:45 main:574] : INFO : Epoch 1969 | loss: 0.0311765 | val_loss: 0.0311717 | Time: 2221.44 ms
[2021-01-21 22:31:47 main:574] : INFO : Epoch 1970 | loss: 0.031173 | val_loss: 0.0311713 | Time: 2204.82 ms
[2021-01-21 22:31:49 main:574] : INFO : Epoch 1971 | loss: 0.0311743 | val_loss: 0.031171 | Time: 2147.51 ms
[2021-01-21 22:31:52 main:574] : INFO : Epoch 1972 | loss: 0.0311735 | val_loss: 0.0311728 | Time: 2224.27 ms
[2021-01-21 22:31:54 main:574] : INFO : Epoch 1973 | loss: 0.0311746 | val_loss: 0.031174 | Time: 2189.9 ms
[2021-01-21 22:31:56 main:574] : INFO : Epoch 1974 | loss: 0.031175 | val_loss: 0.0311758 | Time: 2179.36 ms
[2021-01-21 22:31:58 main:574] : INFO : Epoch 1975 | loss: 0.0311751 | val_loss: 0.0311756 | Time: 2170.22 ms
[2021-01-21 22:32:00 main:574] : INFO : Epoch 1976 | loss: 0.0311771 | val_loss: 0.0311745 | Time: 2158.16 ms
[2021-01-21 22:32:03 main:574] : INFO : Epoch 1977 | loss: 0.0311739 | val_loss: 0.0311741 | Time: 2240.9 ms
[2021-01-21 22:32:05 main:574] : INFO : Epoch 1978 | loss: 0.0311731 | val_loss: 0.0311745 | Time: 2189.7 ms
[2021-01-21 22:32:07 main:574] : INFO : Epoch 1979 | loss: 0.0311731 | val_loss: 0.0311714 | Time: 2174.72 ms
[2021-01-21 22:32:09 main:574] : INFO : Epoch 1980 | loss: 0.0311731 | val_loss: 0.0311708 | Time: 2143.42 ms
[2021-01-21 22:32:12 main:574] : INFO : Epoch 1981 | loss: 0.0311727 | val_loss: 0.0311736 | Time: 2199.45 ms
[2021-01-21 22:32:14 main:574] : INFO : Epoch 1982 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 2330.36 ms
[2021-01-21 22:32:16 main:574] : INFO : Epoch 1983 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 2174.44 ms
[2021-01-21 22:32:18 main:574] : INFO : Epoch 1984 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 2225.77 ms
[2021-01-21 22:32:21 main:574] : INFO : Epoch 1985 | loss: 0.0311731 | val_loss: 0.0311717 | Time: 2261.09 ms
[2021-01-21 22:32:23 main:574] : INFO : Epoch 1986 | loss: 0.0311717 | val_loss: 0.0311709 | Time: 2333.55 ms
[2021-01-21 22:32:25 main:574] : INFO : Epoch 1987 | loss: 0.0311711 | val_loss: 0.0311708 | Time: 2244.18 ms
[2021-01-21 22:32:27 main:574] : INFO : Epoch 1988 | loss: 0.0311708 | val_loss: 0.0311743 | Time: 2148.95 ms
[2021-01-21 22:32:30 main:574] : INFO : Epoch 1989 | loss: 0.0311715 | val_loss: 0.0311717 | Time: 2172.31 ms
[2021-01-21 22:32:32 main:574] : INFO : Epoch 1990 | loss: 0.0311711 | val_loss: 0.0311727 | Time: 2241.53 ms
[2021-01-21 22:32:34 main:574] : INFO : Epoch 1991 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 2176.95 ms
[2021-01-21 22:32:36 main:574] : INFO : Epoch 1992 | loss: 0.0311728 | val_loss: 0.0311723 | Time: 2234.6 ms
[2021-01-21 22:32:39 main:574] : INFO : Epoch 1993 | loss: 0.0311704 | val_loss: 0.0311719 | Time: 2187.56 ms
[2021-01-21 22:32:41 main:574] : INFO : Epoch 1994 | loss: 0.0311705 | val_loss: 0.0311718 | Time: 2224.71 ms
[2021-01-21 22:32:43 main:574] : INFO : Epoch 1995 | loss: 0.0311708 | val_loss: 0.0311736 | Time: 2215.79 ms
[2021-01-21 22:32:45 main:574] : INFO : Epoch 1996 | loss: 0.0311716 | val_loss: 0.0311731 | Time: 2179.53 ms
[2021-01-21 22:32:47 main:574] : INFO : Epoch 1997 | loss: 0.0311704 | val_loss: 0.0311723 | Time: 2212.98 ms
[2021-01-21 22:32:50 main:574] : INFO : Epoch 1998 | loss: 0.0311715 | val_loss: 0.0311695 | Time: 2254.02 ms
[2021-01-21 22:32:52 main:574] : INFO : Epoch 1999 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 2207.72 ms
[2021-01-21 22:32:54 main:574] : INFO : Epoch 2000 | loss: 0.0311717 | val_loss: 0.0311706 | Time: 2208.08 ms
[2021-01-21 22:32:57 main:574] : INFO : Epoch 2001 | loss: 0.0311706 | val_loss: 0.0311715 | Time: 2227.03 ms
[2021-01-21 22:32:59 main:574] : INFO : Epoch 2002 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 2232.4 ms
[2021-01-21 22:33:01 main:574] : INFO : Epoch 2003 | loss: 0.0311821 | val_loss: 0.0312838 | Time: 2282.32 ms
[2021-01-21 22:33:03 main:574] : INFO : Epoch 2004 | loss: 0.0376585 | val_loss: 0.127446 | Time: 2201.6 ms
[2021-01-21 22:33:06 main:574] : INFO : Epoch 2005 | loss: 0.0488137 | val_loss: 0.0358217 | Time: 2136.86 ms
[2021-01-21 22:33:08 main:574] : INFO : Epoch 2006 | loss: 0.0331141 | val_loss: 0.0317781 | Time: 2179.36 ms
[2021-01-21 22:33:10 main:574] : INFO : Epoch 2007 | loss: 0.0314804 | val_loss: 0.0313644 | Time: 2272.52 ms
[2021-01-21 22:33:12 main:574] : INFO : Epoch 2008 | loss: 0.0312872 | val_loss: 0.031256 | Time: 2222.15 ms
[2021-01-21 22:33:15 main:574] : INFO : Epoch 2009 | loss: 0.0312485 | val_loss: 0.0312355 | Time: 2270.8 ms
[2021-01-21 22:33:17 main:574] : INFO : Epoch 2010 | loss: 0.0312308 | val_loss: 0.0312189 | Time: 2218.91 ms
[2021-01-21 22:33:19 main:574] : INFO : Epoch 2011 | loss: 0.0312106 | val_loss: 0.0311909 | Time: 2245.41 ms
[2021-01-21 22:33:21 main:574] : INFO : Epoch 2012 | loss: 0.0311959 | val_loss: 0.0311843 | Time: 2179.73 ms
[2021-01-21 22:33:24 main:574] : INFO : Epoch 2013 | loss: 0.0311912 | val_loss: 0.0311828 | Time: 2140.19 ms
[2021-01-21 22:33:26 main:574] : INFO : Epoch 2014 | loss: 0.0311897 | val_loss: 0.0311819 | Time: 2198.27 ms
[2021-01-21 22:33:28 main:574] : INFO : Epoch 2015 | loss: 0.0311878 | val_loss: 0.0311818 | Time: 2193.89 ms
[2021-01-21 22:33:30 main:574] : INFO : Epoch 2016 | loss: 0.031187 | val_loss: 0.0311809 | Time: 2200.02 ms
[2021-01-21 22:33:32 main:574] : INFO : Epoch 2017 | loss: 0.0311865 | val_loss: 0.0311805 | Time: 2158.34 ms
[2021-01-21 22:33:35 main:574] : INFO : Epoch 2018 | loss: 0.0311866 | val_loss: 0.0311806 | Time: 2230.02 ms
[2021-01-21 22:33:37 main:574] : INFO : Epoch 2019 | loss: 0.0311854 | val_loss: 0.0311792 | Time: 2245.58 ms
[2021-01-21 22:33:39 main:574] : INFO : Epoch 2020 | loss: 0.0311835 | val_loss: 0.0311771 | Time: 2167.2 ms
[2021-01-21 22:33:41 main:574] : INFO : Epoch 2021 | loss: 0.0311826 | val_loss: 0.0311763 | Time: 2203.7 ms
[2021-01-21 22:33:43 main:574] : INFO : Epoch 2022 | loss: 0.0311823 | val_loss: 0.0311756 | Time: 2183.55 ms
[2021-01-21 22:33:46 main:574] : INFO : Epoch 2023 | loss: 0.0311825 | val_loss: 0.031176 | Time: 2256.34 ms
[2021-01-21 22:33:48 main:574] : INFO : Epoch 2024 | loss: 0.0311817 | val_loss: 0.0311756 | Time: 2133.56 ms
[2021-01-21 22:33:50 main:574] : INFO : Epoch 2025 | loss: 0.0311823 | val_loss: 0.031177 | Time: 2191.58 ms
[2021-01-21 22:33:52 main:574] : INFO : Epoch 2026 | loss: 0.0311816 | val_loss: 0.0311755 | Time: 2277.33 ms
[2021-01-21 22:33:55 main:574] : INFO : Epoch 2027 | loss: 0.0311816 | val_loss: 0.0311773 | Time: 2262.5 ms
[2021-01-21 22:33:57 main:574] : INFO : Epoch 2028 | loss: 0.0311813 | val_loss: 0.0311751 | Time: 2317.37 ms
[2021-01-21 22:33:59 main:574] : INFO : Epoch 2029 | loss: 0.0311815 | val_loss: 0.031176 | Time: 2234.82 ms
[2021-01-21 22:34:02 main:574] : INFO : Epoch 2030 | loss: 0.0311812 | val_loss: 0.0311756 | Time: 2248.83 ms
[2021-01-21 22:34:04 main:574] : INFO : Epoch 2031 | loss: 0.0311806 | val_loss: 0.0311758 | Time: 2160.54 ms
[2021-01-21 22:34:06 main:574] : INFO : Epoch 2032 | loss: 0.0311808 | val_loss: 0.031176 | Time: 2198.78 ms
[2021-01-21 22:34:08 main:574] : INFO : Epoch 2033 | loss: 0.0311815 | val_loss: 0.0311766 | Time: 2176.29 ms
[2021-01-21 22:34:10 main:574] : INFO : Epoch 2034 | loss: 0.0311811 | val_loss: 0.0311751 | Time: 2184.05 ms
[2021-01-21 22:34:13 main:574] : INFO : Epoch 2035 | loss: 0.0311802 | val_loss: 0.0311749 | Time: 2241.5 ms
[2021-01-21 22:34:15 main:574] : INFO : Epoch 2036 | loss: 0.0311804 | val_loss: 0.0311744 | Time: 2213.52 ms
[2021-01-21 22:34:17 main:574] : INFO : Epoch 2037 | loss: 0.0311797 | val_loss: 0.0311742 | Time: 2295.19 ms
[2021-01-21 22:34:19 main:574] : INFO : Epoch 2038 | loss: 0.0311802 | val_loss: 0.0311743 | Time: 2181.47 ms
[2021-01-21 22:34:22 main:574] : INFO : Epoch 2039 | loss: 0.0311803 | val_loss: 0.0311752 | Time: 2191.49 ms
[2021-01-21 22:34:24 main:574] : INFO : Epoch 2040 | loss: 0.0311804 | val_loss: 0.0311745 | Time: 2235.58 ms
[2021-01-21 22:34:26 main:574] : INFO : Epoch 2041 | loss: 0.0311802 | val_loss: 0.0311757 | Time: 2238.87 ms
[2021-01-21 22:34:28 main:574] : INFO : Epoch 2042 | loss: 0.0311809 | val_loss: 0.0311739 | Time: 2212.85 ms
[2021-01-21 22:34:31 main:574] : INFO : Epoch 2043 | loss: 0.0311798 | val_loss: 0.0311743 | Time: 2210.17 ms
[2021-01-21 22:34:33 main:574] : INFO : Epoch 2044 | loss: 0.0311803 | val_loss: 0.0311745 | Time: 2124.28 ms
[2021-01-21 22:34:35 main:574] : INFO : Epoch 2045 | loss: 0.0311799 | val_loss: 0.0311745 | Time: 2190.23 ms
[2021-01-21 22:34:37 main:574] : INFO : Epoch 2046 | loss: 0.0311803 | val_loss: 0.0311778 | Time: 2235.63 ms
[2021-01-21 22:34:40 main:574] : INFO : Epoch 2047 | loss: 0.0311807 | val_loss: 0.031173 | Time: 2263.03 ms
[2021-01-21 22:34:42 main:574] : INFO : Epoch 2048 | loss: 0.0311794 | val_loss: 0.0311738 | Time: 2191.93 ms
[2021-01-21 22:34:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311738
[2021-01-21 22:34:42 main:603] : INFO : Saving end state to config to file
[2021-01-21 22:34:42 main:608] : INFO : Success, exiting..
22:34:42 (7504): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)