Task 3763983
| Name | ParityModified-1609262978-12678-5_0 |
| Workunit | 1939553 |
| Created | 22 Jan 2021, 4:35:24 UTC |
| Sent | 22 Jan 2021, 10:31:10 UTC |
| Report deadline | 29 Jan 2021, 10:31:10 UTC |
| Received | 22 Jan 2021, 15:34:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 1 hours 21 min 30 sec |
| CPU time | 1 hours 9 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 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: 0.0311909 | val_loss: 0.0311897 | Time: 2308.71 ms
[2021-01-22 07:14:34 main:574] : INFO : Epoch 1543 | loss: 0.0311925 | val_loss: 0.0311912 | Time: 2346.86 ms
[2021-01-22 07:14:36 main:574] : INFO : Epoch 1544 | loss: 0.0311929 | val_loss: 0.0311917 | Time: 2329.04 ms
[2021-01-22 07:14:39 main:574] : INFO : Epoch 1545 | loss: 0.0311935 | val_loss: 0.0311911 | Time: 2292.32 ms
[2021-01-22 07:14:41 main:574] : INFO : Epoch 1546 | loss: 0.0311931 | val_loss: 0.0311948 | Time: 2375.01 ms
[2021-01-22 07:14:43 main:574] : INFO : Epoch 1547 | loss: 0.0311928 | val_loss: 0.0311912 | Time: 2320.6 ms
[2021-01-22 07:14:46 main:574] : INFO : Epoch 1548 | loss: 0.0311917 | val_loss: 0.0311909 | Time: 2455.42 ms
[2021-01-22 07:14:48 main:574] : INFO : Epoch 1549 | loss: 0.0311919 | val_loss: 0.0311931 | Time: 2351.41 ms
[2021-01-22 07:14:51 main:574] : INFO : Epoch 1550 | loss: 0.0311928 | val_loss: 0.0311909 | Time: 2301.7 ms
[2021-01-22 07:14:53 main:574] : INFO : Epoch 1551 | loss: 0.0311922 | val_loss: 0.0311902 | Time: 2412.88 ms
[2021-01-22 07:14:56 main:574] : INFO : Epoch 1552 | loss: 0.0311908 | val_loss: 0.0311892 | Time: 2400.41 ms
[2021-01-22 07:14:58 main:574] : INFO : Epoch 1553 | loss: 0.0311903 | val_loss: 0.0311884 | Time: 2345.14 ms
[2021-01-22 07:15:01 main:574] : INFO : Epoch 1554 | loss: 0.0311882 | val_loss: 0.0311881 | Time: 2354.6 ms
[2021-01-22 07:15:03 main:574] : INFO : Epoch 1555 | loss: 0.0311872 | val_loss: 0.0311874 | Time: 2298.41 ms
[2021-01-22 07:15:05 main:574] : INFO : Epoch 1556 | loss: 0.0311871 | val_loss: 0.0311899 | Time: 2255.43 ms
[2021-01-22 07:15:08 main:574] : INFO : Epoch 1557 | loss: 0.0311864 | val_loss: 0.0311868 | Time: 2276.23 ms
[2021-01-22 07:15:10 main:574] : INFO : Epoch 1558 | loss: 0.0311869 | val_loss: 0.0311907 | Time: 2367.14 ms
[2021-01-22 07:15:12 main:574] : INFO : Epoch 1559 | loss: 0.0311867 | val_loss: 0.0311867 | Time: 2390.94 ms
[2021-01-22 07:15:15 main:574] : INFO : Epoch 1560 | loss: 0.0311865 | val_loss: 0.0311869 | Time: 2313.17 ms
[2021-01-22 07:15:17 main:574] : INFO : Epoch 1561 | loss: 0.031186 | val_loss: 0.0311882 | Time: 2247.13 ms
[2021-01-22 07:15:20 main:574] : INFO : Epoch 1562 | loss: 0.0311863 | val_loss: 0.0311869 | Time: 2446.92 ms
[2021-01-22 07:15:22 main:574] : INFO : Epoch 1563 | loss: 0.0311865 | val_loss: 0.0311872 | Time: 2256.68 ms
[2021-01-22 07:15:24 main:574] : INFO : Epoch 1564 | loss: 0.0311858 | val_loss: 0.0311872 | Time: 2163.25 ms
[2021-01-22 07:15:26 main:574] : INFO : Epoch 1565 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 2303.96 ms
[2021-01-22 07:15:29 main:574] : INFO : Epoch 1566 | loss: 0.031186 | val_loss: 0.0311868 | Time: 2315.73 ms
[2021-01-22 07:15:31 main:574] : INFO : Epoch 1567 | loss: 0.0311855 | val_loss: 0.0311861 | Time: 2522.77 ms
[2021-01-22 07:15:34 main:574] : INFO : Epoch 1568 | loss: 0.0311858 | val_loss: 0.0311882 | Time: 2404.6 ms
[2021-01-22 07:15:36 main:574] : INFO : Epoch 1569 | loss: 0.0311866 | val_loss: 0.0311888 | Time: 2272.19 ms
[2021-01-22 07:15:38 main:574] : INFO : Epoch 1570 | loss: 0.0311865 | val_loss: 0.0311872 | Time: 2225.9 ms
[2021-01-22 07:15:41 main:574] : INFO : Epoch 1571 | loss: 0.0311865 | val_loss: 0.0311858 | Time: 2294.03 ms
[2021-01-22 07:15:43 main:574] : INFO : Epoch 1572 | loss: 0.0311852 | val_loss: 0.0311863 | Time: 2187.34 ms
[2021-01-22 07:15:46 main:574] : INFO : Epoch 1573 | loss: 0.0311847 | val_loss: 0.0311857 | Time: 2367.82 ms
[2021-01-22 07:15:48 main:574] : INFO : Epoch 1574 | loss: 0.0311846 | val_loss: 0.0311869 | Time: 2370.79 ms
[2021-01-22 07:15:50 main:574] : INFO : Epoch 1575 | loss: 0.031185 | val_loss: 0.0311862 | Time: 2325.07 ms
[2021-01-22 07:15:53 main:574] : INFO : Epoch 1576 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 2316.89 ms
[2021-01-22 07:15:55 main:574] : INFO : Epoch 1577 | loss: 0.031184 | val_loss: 0.0311863 | Time: 2412.72 ms
[2021-01-22 07:15:58 main:574] : INFO : Epoch 1578 | loss: 0.0311841 | val_loss: 0.031186 | Time: 2226.24 ms
[2021-01-22 07:16:00 main:574] : INFO : Epoch 1579 | loss: 0.031184 | val_loss: 0.0311869 | Time: 2276.32 ms
[2021-01-22 07:16:02 main:574] : INFO : Epoch 1580 | loss: 0.0311838 | val_loss: 0.0311859 | Time: 2208.23 ms
[2021-01-22 07:16:05 main:574] : INFO : Epoch 1581 | loss: 0.0311853 | val_loss: 0.0311862 | Time: 2370.33 ms
[2021-01-22 07:16:07 main:574] : INFO : Epoch 1582 | loss: 0.0311862 | val_loss: 0.0311863 | Time: 2350.35 ms
[2021-01-22 07:16:09 main:574] : INFO : Epoch 1583 | loss: 0.031185 | val_loss: 0.0311862 | Time: 2178.27 ms
[2021-01-22 07:16:12 main:574] : INFO : Epoch 1584 | loss: 0.0311835 | val_loss: 0.0311859 | Time: 2456.46 ms
[2021-01-22 07:16:14 main:574] : INFO : Epoch 1585 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 2331.45 ms
[2021-01-22 07:16:16 main:574] : INFO : Epoch 1586 | loss: 0.0311843 | val_loss: 0.0311864 | Time: 2243.93 ms
[2021-01-22 07:16:19 main:574] : INFO : Epoch 1587 | loss: 0.0311839 | val_loss: 0.0311863 | Time: 2432.51 ms
[2021-01-22 07:16:21 main:574] : INFO : Epoch 1588 | loss: 0.0311842 | val_loss: 0.0311864 | Time: 2479.58 ms
[2021-01-22 07:16:24 main:574] : INFO : Epoch 1589 | loss: 0.0311837 | val_loss: 0.0311863 | Time: 2252.5 ms
[2021-01-22 07:16:26 main:574] : INFO : Epoch 1590 | loss: 0.031184 | val_loss: 0.031186 | Time: 2354.55 ms
[2021-01-22 07:16:28 main:574] : INFO : Epoch 1591 | loss: 0.0311841 | val_loss: 0.0311848 | Time: 2336.05 ms
[2021-01-22 07:16:31 main:574] : INFO : Epoch 1592 | loss: 0.0311834 | val_loss: 0.0311851 | Time: 2377.52 ms
[2021-01-22 07:16:33 main:574] : INFO : Epoch 1593 | loss: 0.0311844 | val_loss: 0.031185 | Time: 2321.92 ms
[2021-01-22 07:16:36 main:574] : INFO : Epoch 1594 | loss: 0.0311847 | val_loss: 0.0311874 | Time: 2300.05 ms
[2021-01-22 07:16:38 main:574] : INFO : Epoch 1595 | loss: 0.031185 | val_loss: 0.031188 | Time: 2294.89 ms
[2021-01-22 07:16:40 main:574] : INFO : Epoch 1596 | loss: 0.0311843 | val_loss: 0.0311876 | Time: 2349.91 ms
[2021-01-22 07:16:43 main:574] : INFO : Epoch 1597 | loss: 0.0311843 | val_loss: 0.0311868 | Time: 2317.39 ms
[2021-01-22 07:16:45 main:574] : INFO : Epoch 1598 | loss: 0.0311842 | val_loss: 0.0311851 | Time: 2308.23 ms
[2021-01-22 07:16:48 main:574] : INFO : Epoch 1599 | loss: 0.0311825 | val_loss: 0.0311845 | Time: 2305.48 ms
[2021-01-22 07:16:50 main:574] : INFO : Epoch 1600 | loss: 0.031183 | val_loss: 0.0311842 | Time: 2398.2 ms
[2021-01-22 07:16:52 main:574] : INFO : Epoch 1601 | loss: 0.0311829 | val_loss: 0.0311844 | Time: 2302.53 ms
[2021-01-22 07:16:55 main:574] : INFO : Epoch 1602 | loss: 0.0311841 | val_loss: 0.0311858 | Time: 2349.06 ms
[2021-01-22 07:16:57 main:574] : INFO : Epoch 1603 | loss: 0.0311836 | val_loss: 0.0311893 | Time: 2315.45 ms
[2021-01-22 07:16:59 main:574] : INFO : Epoch 1604 | loss: 0.0311839 | val_loss: 0.0311852 | Time: 2255.93 ms
[2021-01-22 07:17:02 main:574] : INFO : Epoch 1605 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 2356.53 ms
[2021-01-22 07:17:04 main:574] : INFO : Epoch 1606 | loss: 0.0311829 | val_loss: 0.0311871 | Time: 2317.49 ms
[2021-01-22 07:17:07 main:574] : INFO : Epoch 1607 | loss: 0.0311833 | val_loss: 0.0311852 | Time: 2409.96 ms
[2021-01-22 07:17:09 main:574] : INFO : Epoch 1608 | loss: 0.0311827 | val_loss: 0.0311855 | Time: 2390.81 ms
[2021-01-22 07:17:11 main:574] : INFO : Epoch 1609 | loss: 0.0311838 | val_loss: 0.0311857 | Time: 2348.59 ms
[2021-01-22 07:17:14 main:574] : INFO : Epoch 1610 | loss: 0.0311832 | val_loss: 0.0311842 | Time: 2330.27 ms
[2021-01-22 07:17:16 main:574] : INFO : Epoch 1611 | loss: 0.0311825 | val_loss: 0.0311847 | Time: 2220.12 ms
[2021-01-22 07:17:19 main:574] : INFO : Epoch 1612 | loss: 0.0311828 | val_loss: 0.0311875 | Time: 2306.67 ms
[2021-01-22 07:17:21 main:574] : INFO : Epoch 1613 | loss: 0.0311846 | val_loss: 0.0311862 | Time: 2380.24 ms
[2021-01-22 07:17:23 main:574] : INFO : Epoch 1614 | loss: 0.0311833 | val_loss: 0.0311852 | Time: 2306.85 ms
[2021-01-22 07:17:26 main:574] : INFO : Epoch 1615 | loss: 0.0311818 | val_loss: 0.0311834 | Time: 2389.92 ms
[2021-01-22 07:17:28 main:574] : INFO : Epoch 1616 | loss: 0.0311818 | val_loss: 0.0311841 | Time: 2253.62 ms
[2021-01-22 07:17:31 main:574] : INFO : Epoch 1617 | loss: 0.0311816 | val_loss: 0.0311855 | Time: 2389.84 ms
[2021-01-22 07:17:33 main:574] : INFO : Epoch 1618 | loss: 0.0311822 | val_loss: 0.0311874 | Time: 2429.89 ms
[2021-01-22 07:17:35 main:574] : INFO : Epoch 1619 | loss: 0.0311826 | val_loss: 0.0311926 | Time: 2379.15 ms
[2021-01-22 07:17:38 main:574] : INFO : Epoch 1620 | loss: 0.0311838 | val_loss: 0.0311901 | Time: 2437.67 ms
[2021-01-22 07:17:40 main:574] : INFO : Epoch 1621 | loss: 0.0311832 | val_loss: 0.0311854 | Time: 2281.24 ms
[2021-01-22 07:17:43 main:574] : INFO : Epoch 1622 | loss: 0.0311817 | val_loss: 0.0311872 | Time: 2333.74 ms
[2021-01-22 07:17:45 main:574] : INFO : Epoch 1623 | loss: 0.0311825 | val_loss: 0.031184 | Time: 2470.51 ms
[2021-01-22 07:17:48 main:574] : INFO : Epoch 1624 | loss: 0.0311812 | val_loss: 0.031187 | Time: 2371.61 ms
[2021-01-22 07:17:50 main:574] : INFO : Epoch 1625 | loss: 0.0311811 | val_loss: 0.0311857 | Time: 2232.97 ms
[2021-01-22 07:17:53 main:574] : INFO : Epoch 1626 | loss: 0.0311815 | val_loss: 0.0311846 | Time: 2427.94 ms
[2021-01-22 07:17:55 main:574] : INFO : Epoch 1627 | loss: 0.0311811 | val_loss: 0.0311875 | Time: 2268.47 ms
[2021-01-22 07:17:57 main:574] : INFO : Epoch 1628 | loss: 0.0311817 | val_loss: 0.0311881 | Time: 2460.54 ms
[2021-01-22 07:18:00 main:574] : INFO : Epoch 1629 | loss: 0.031186 | val_loss: 0.0311901 | Time: 2290.99 ms
[2021-01-22 07:18:02 main:574] : INFO : Epoch 1630 | loss: 0.0311853 | val_loss: 0.0311907 | Time: 2322.93 ms
[2021-01-22 07:18:05 main:574] : INFO : Epoch 1631 | loss: 0.031184 | val_loss: 0.0311903 | Time: 2454.96 ms
[2021-01-22 07:18:07 main:574] : INFO : Epoch 1632 | loss: 0.0311846 | val_loss: 0.0311905 | Time: 2431.74 ms
[2021-01-22 07:18:10 main:574] : INFO : Epoch 1633 | loss: 0.0311851 | val_loss: 0.0311904 | Time: 2356.82 ms
[2021-01-22 07:18:12 main:574] : INFO : Epoch 1634 | loss: 0.0311874 | val_loss: 0.0311965 | Time: 2395.96 ms
[2021-01-22 07:18:15 main:574] : INFO : Epoch 1635 | loss: 0.0311864 | val_loss: 0.0311885 | Time: 2294.75 ms
[2021-01-22 07:18:17 main:574] : INFO : Epoch 1636 | loss: 0.0311861 | val_loss: 0.0311856 | Time: 2383.97 ms
[2021-01-22 07:18:19 main:574] : INFO : Epoch 1637 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 2307.08 ms
[2021-01-22 07:18:22 main:574] : INFO : Epoch 1638 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 2336.28 ms
[2021-01-22 07:18:24 main:574] : INFO : Epoch 1639 | loss: 0.0311852 | val_loss: 0.031184 | Time: 2297.08 ms
[2021-01-22 07:18:26 main:574] : INFO : Epoch 1640 | loss: 0.0311847 | val_loss: 0.0311864 | Time: 2318.89 ms
[2021-01-22 07:18:29 main:574] : INFO : Epoch 1641 | loss: 0.0311856 | val_loss: 0.0311845 | Time: 2279.58 ms
[2021-01-22 07:18:31 main:574] : INFO : Epoch 1642 | loss: 0.0311838 | val_loss: 0.0311845 | Time: 2349.47 ms
[2021-01-22 07:18:33 main:574] : INFO : Epoch 1643 | loss: 0.031183 | val_loss: 0.0311852 | Time: 2143.44 ms
[2021-01-22 07:18:36 main:574] : INFO : Epoch 1644 | loss: 0.0311831 | val_loss: 0.0311864 | Time: 2331.95 ms
[2021-01-22 07:18:38 main:574] : INFO : Epoch 1645 | loss: 0.0311827 | val_loss: 0.0311852 | Time: 2236.35 ms
[2021-01-22 07:18:40 main:574] : INFO : Epoch 1646 | loss: 0.0311831 | val_loss: 0.0311846 | Time: 2294.15 ms
[2021-01-22 07:18:43 main:574] : INFO : Epoch 1647 | loss: 0.0311829 | val_loss: 0.0311846 | Time: 2382.28 ms
[2021-01-22 07:18:45 main:574] : INFO : Epoch 1648 | loss: 0.0311821 | val_loss: 0.0311845 | Time: 2403.09 ms
[2021-01-22 07:18:48 main:574] : INFO : Epoch 1649 | loss: 0.0311829 | val_loss: 0.0311882 | Time: 2433.97 ms
[2021-01-22 07:18:50 main:574] : INFO : Epoch 1650 | loss: 0.0311824 | val_loss: 0.0311848 | Time: 2307.54 ms
[2021-01-22 07:18:53 main:574] : INFO : Epoch 1651 | loss: 0.0311823 | val_loss: 0.0311839 | Time: 2360.61 ms
[2021-01-22 07:18:55 main:574] : INFO : Epoch 1652 | loss: 0.0311826 | val_loss: 0.0311863 | Time: 2453.07 ms
[2021-01-22 07:18:58 main:574] : INFO : Epoch 1653 | loss: 0.0311868 | val_loss: 0.0311845 | Time: 2313.71 ms
[2021-01-22 07:19:00 main:574] : INFO : Epoch 1654 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 2281.53 ms
[2021-01-22 07:19:02 main:574] : INFO : Epoch 1655 | loss: 0.0311835 | val_loss: 0.0311834 | Time: 2332.41 ms
[2021-01-22 07:19:05 main:574] : INFO : Epoch 1656 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 2334.15 ms
[2021-01-22 07:19:07 main:574] : INFO : Epoch 1657 | loss: 0.0311825 | val_loss: 0.0311831 | Time: 2335.21 ms
[2021-01-22 07:19:09 main:574] : INFO : Epoch 1658 | loss: 0.0311827 | val_loss: 0.031183 | Time: 2330.5 ms
[2021-01-22 07:19:12 main:574] : INFO : Epoch 1659 | loss: 0.0311831 | val_loss: 0.0311838 | Time: 2294.9 ms
[2021-01-22 07:19:14 main:574] : INFO : Epoch 1660 | loss: 0.0311848 | val_loss: 0.0311833 | Time: 2281.87 ms
[2021-01-22 07:19:17 main:574] : INFO : Epoch 1661 | loss: 0.0311842 | val_loss: 0.0311825 | Time: 2391.76 ms
[2021-01-22 07:19:19 main:574] : INFO : Epoch 1662 | loss: 0.031182 | val_loss: 0.0311833 | Time: 2394.94 ms
[2021-01-22 07:19:21 main:574] : INFO : Epoch 1663 | loss: 0.0311824 | val_loss: 0.0311836 | Time: 2280.34 ms
[2021-01-22 07:19:24 main:574] : INFO : Epoch 1664 | loss: 0.0311822 | val_loss: 0.0311857 | Time: 2273.79 ms
[2021-01-22 07:19:26 main:574] : INFO : Epoch 1665 | loss: 0.031184 | val_loss: 0.0311836 | Time: 2289.22 ms
[2021-01-22 07:19:28 main:574] : INFO : Epoch 1666 | loss: 0.0311819 | val_loss: 0.0311822 | Time: 2372.08 ms
[2021-01-22 07:19:31 main:574] : INFO : Epoch 1667 | loss: 0.031182 | val_loss: 0.0311829 | Time: 2244.79 ms
[2021-01-22 07:19:33 main:574] : INFO : Epoch 1668 | loss: 0.0311817 | val_loss: 0.0311834 | Time: 2321.92 ms
[2021-01-22 07:19:36 main:574] : INFO : Epoch 1669 | loss: 0.0311823 | val_loss: 0.0311833 | Time: 2432.81 ms
[2021-01-22 07:19:38 main:574] : INFO : Epoch 1670 | loss: 0.0311818 | val_loss: 0.0311829 | Time: 2283.17 ms
[2021-01-22 07:19:40 main:574] : INFO : Epoch 1671 | loss: 0.0311831 | val_loss: 0.031183 | Time: 2343.44 ms
[2021-01-22 07:19:43 main:574] : INFO : Epoch 1672 | loss: 0.0311814 | val_loss: 0.0311829 | Time: 2302.1 ms
[2021-01-22 07:19:45 main:574] : INFO : Epoch 1673 | loss: 0.0311815 | val_loss: 0.0311833 | Time: 2411.46 ms
[2021-01-22 07:19:48 main:574] : INFO : Epoch 1674 | loss: 0.0311819 | val_loss: 0.0311875 | Time: 2339.78 ms
[2021-01-22 07:19:50 main:574] : INFO : Epoch 1675 | loss: 0.031182 | val_loss: 0.0311832 | Time: 2358.62 ms
[2021-01-22 07:19:52 main:574] : INFO : Epoch 1676 | loss: 0.0311811 | val_loss: 0.031183 | Time: 2278.93 ms
[2021-01-22 07:19:55 main:574] : INFO : Epoch 1677 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 2295.57 ms
[2021-01-22 07:19:57 main:574] : INFO : Epoch 1678 | loss: 0.0311828 | val_loss: 0.0311831 | Time: 2326.46 ms
[2021-01-22 07:19:59 main:574] : INFO : Epoch 1679 | loss: 0.0311819 | val_loss: 0.0311829 | Time: 2349.7 ms
[2021-01-22 07:20:02 main:574] : INFO : Epoch 1680 | loss: 0.0311815 | val_loss: 0.0311842 | Time: 2347.55 ms
[2021-01-22 07:20:04 main:574] : INFO : Epoch 1681 | loss: 0.0311815 | val_loss: 0.0311825 | Time: 2432.51 ms
[2021-01-22 07:20:07 main:574] : INFO : Epoch 1682 | loss: 0.0311815 | val_loss: 0.0311848 | Time: 2366 ms
[2021-01-22 07:20:09 main:574] : INFO : Epoch 1683 | loss: 0.0311822 | val_loss: 0.0311848 | Time: 2317.87 ms
[2021-01-22 07:20:11 main:574] : INFO : Epoch 1684 | loss: 0.0311834 | val_loss: 0.0311829 | Time: 2279.12 ms
[2021-01-22 07:20:14 main:574] : INFO : Epoch 1685 | loss: 0.031183 | val_loss: 0.0311847 | Time: 2390.21 ms
[2021-01-22 07:20:16 main:574] : INFO : Epoch 1686 | loss: 0.0311827 | val_loss: 0.0311842 | Time: 2293.35 ms
[2021-01-22 07:20:19 main:574] : INFO : Epoch 1687 | loss: 0.0311816 | val_loss: 0.031184 | Time: 2408.52 ms
[2021-01-22 07:20:21 main:574] : INFO : Epoch 1688 | loss: 0.0311812 | val_loss: 0.031183 | Time: 2399.61 ms
[2021-01-22 07:20:24 main:574] : INFO : Epoch 1689 | loss: 0.0311813 | val_loss: 0.0311843 | Time: 2395.4 ms
[2021-01-22 07:20:26 main:574] : INFO : Epoch 1690 | loss: 0.0311813 | val_loss: 0.0311881 | Time: 2277.97 ms
[2021-01-22 07:20:28 main:574] : INFO : Epoch 1691 | loss: 0.0311828 | val_loss: 0.0311836 | Time: 2305.81 ms
[2021-01-22 07:20:31 main:574] : INFO : Epoch 1692 | loss: 0.0311807 | val_loss: 0.0311824 | Time: 2303.94 ms
[2021-01-22 07:20:33 main:574] : INFO : Epoch 1693 | loss: 0.0311809 | val_loss: 0.0311831 | Time: 2279.48 ms
[2021-01-22 07:20:35 main:574] : INFO : Epoch 1694 | loss: 0.0311805 | val_loss: 0.0311828 | Time: 2372.92 ms
[2021-01-22 07:20:38 main:574] : INFO : Epoch 1695 | loss: 0.0311806 | val_loss: 0.0311838 | Time: 2568.33 ms
[2021-01-22 07:20:40 main:574] : INFO : Epoch 1696 | loss: 0.0311805 | val_loss: 0.0311835 | Time: 2331.07 ms
[2021-01-22 07:20:43 main:574] : INFO : Epoch 1697 | loss: 0.0311808 | val_loss: 0.0311819 | Time: 2346.99 ms
[2021-01-22 07:20:45 main:574] : INFO : Epoch 1698 | loss: 0.0311807 | val_loss: 0.0311818 | Time: 2330.06 ms
[2021-01-22 07:20:48 main:574] : INFO : Epoch 1699 | loss: 0.0311801 | val_loss: 0.0311818 | Time: 2353.51 ms
[2021-01-22 07:20:50 main:574] : INFO : Epoch 1700 | loss: 0.0311814 | val_loss: 0.0311829 | Time: 2397.92 ms
[2021-01-22 07:20:52 main:574] : INFO : Epoch 1701 | loss: 0.0311814 | val_loss: 0.031183 | Time: 2308.13 ms
[2021-01-22 07:20:55 main:574] : INFO : Epoch 1702 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 2373.31 ms
[2021-01-22 07:20:57 main:574] : INFO : Epoch 1703 | loss: 0.0311803 | val_loss: 0.031181 | Time: 2433.93 ms
[2021-01-22 07:21:00 main:574] : INFO : Epoch 1704 | loss: 0.0311796 | val_loss: 0.0311817 | Time: 2314.93 ms
[2021-01-22 07:21:02 main:574] : INFO : Epoch 1705 | loss: 0.0311798 | val_loss: 0.031181 | Time: 2428.48 ms
[2021-01-22 07:21:05 main:574] : INFO : Epoch 1706 | loss: 0.0311794 | val_loss: 0.0311811 | Time: 2284.37 ms
[2021-01-22 07:21:07 main:574] : INFO : Epoch 1707 | loss: 0.031179 | val_loss: 0.0311803 | Time: 2277.01 ms
[2021-01-22 07:21:09 main:574] : INFO : Epoch 1708 | loss: 0.0311786 | val_loss: 0.0311813 | Time: 2367.31 ms
[2021-01-22 07:21:12 main:574] : INFO : Epoch 1709 | loss: 0.03118 | val_loss: 0.0311842 | Time: 2305.2 ms
[2021-01-22 07:21:14 main:574] : INFO : Epoch 1710 | loss: 0.0311787 | val_loss: 0.0311805 | Time: 2309.68 ms
[2021-01-22 07:21:16 main:574] : INFO : Epoch 1711 | loss: 0.0311788 | val_loss: 0.0311819 | Time: 2327.18 ms
[2021-01-22 07:21:19 main:574] : INFO : Epoch 1712 | loss: 0.0311779 | val_loss: 0.031181 | Time: 2385.23 ms
[2021-01-22 07:21:21 main:574] : INFO : Epoch 1713 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 2393.2 ms
[2021-01-22 07:21:24 main:574] : INFO : Epoch 1714 | loss: 0.0311793 | val_loss: 0.0311819 | Time: 2315.9 ms
[2021-01-22 07:21:26 main:574] : INFO : Epoch 1715 | loss: 0.0311778 | val_loss: 0.031182 | Time: 2273.9 ms
[2021-01-22 07:21:29 main:574] : INFO : Epoch 1716 | loss: 0.0311778 | val_loss: 0.0311809 | Time: 2435.63 ms
[2021-01-22 07:21:31 main:574] : INFO : Epoch 1717 | loss: 0.0311796 | val_loss: 0.0311811 | Time: 2363.48 ms
[2021-01-22 07:21:33 main:574] : INFO : Epoch 1718 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 2330.96 ms
[2021-01-22 07:21:36 main:574] : INFO : Epoch 1719 | loss: 0.0311779 | val_loss: 0.031181 | Time: 2356.46 ms
[2021-01-22 07:21:38 main:574] : INFO : Epoch 1720 | loss: 0.0311778 | val_loss: 0.0311799 | Time: 2422.4 ms
[2021-01-22 07:21:41 main:574] : INFO : Epoch 1721 | loss: 0.0311781 | val_loss: 0.0311836 | Time: 2512.92 ms
[2021-01-22 07:21:43 main:574] : INFO : Epoch 1722 | loss: 0.0311789 | val_loss: 0.0311802 | Time: 2404.27 ms
[2021-01-22 07:21:46 main:574] : INFO : Epoch 1723 | loss: 0.0311774 | val_loss: 0.0311805 | Time: 2315.03 ms
[2021-01-22 07:21:48 main:574] : INFO : Epoch 1724 | loss: 0.031177 | val_loss: 0.0311806 | Time: 2264.52 ms
[2021-01-22 07:21:50 main:574] : INFO : Epoch 1725 | loss: 0.0311778 | val_loss: 0.0311831 | Time: 2323.78 ms
[2021-01-22 07:21:53 main:574] : INFO : Epoch 1726 | loss: 0.0311789 | val_loss: 0.0311813 | Time: 2330.6 ms
[2021-01-22 07:21:55 main:574] : INFO : Epoch 1727 | loss: 0.0311784 | val_loss: 0.0311799 | Time: 2311.34 ms
[2021-01-22 07:21:57 main:574] : INFO : Epoch 1728 | loss: 0.0311773 | val_loss: 0.0311802 | Time: 2309.14 ms
[2021-01-22 07:21:59 main:574] : INFO : Epoch 1729 | loss: 0.0311772 | val_loss: 0.0311838 | Time: 2093.84 ms
[2021-01-22 07:22:02 main:574] : INFO : Epoch 1730 | loss: 0.031178 | val_loss: 0.031181 | Time: 2397.5 ms
[2021-01-22 07:22:04 main:574] : INFO : Epoch 1731 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 2289.38 ms
[2021-01-22 07:22:07 main:574] : INFO : Epoch 1732 | loss: 0.0311771 | val_loss: 0.0311823 | Time: 2365.19 ms
[2021-01-22 07:22:09 main:574] : INFO : Epoch 1733 | loss: 0.0311789 | val_loss: 0.0311805 | Time: 2363.82 ms
[2021-01-22 07:22:12 main:574] : INFO : Epoch 1734 | loss: 0.031179 | val_loss: 0.0311837 | Time: 2386.68 ms
[2021-01-22 07:22:14 main:574] : INFO : Epoch 1735 | loss: 0.0311789 | val_loss: 0.031179 | Time: 2260.15 ms
[2021-01-22 07:22:16 main:574] : INFO : Epoch 1736 | loss: 0.0311787 | val_loss: 0.0311795 | Time: 2306.65 ms
[2021-01-22 07:22:19 main:574] : INFO : Epoch 1737 | loss: 0.0311817 | val_loss: 0.0311789 | Time: 2336.4 ms
[2021-01-22 07:22:21 main:574] : INFO : Epoch 1738 | loss: 0.0311785 | val_loss: 0.0311781 | Time: 2342.15 ms
[2021-01-22 07:22:23 main:574] : INFO : Epoch 1739 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 2245.67 ms
[2021-01-22 07:22:25 main:574] : INFO : Epoch 1740 | loss: 0.0311782 | val_loss: 0.0311796 | Time: 2115.49 ms
[2021-01-22 07:22:28 main:574] : INFO : Epoch 1741 | loss: 0.0311779 | val_loss: 0.0311784 | Time: 2408.49 ms
[2021-01-22 07:22:30 main:574] : INFO : Epoch 1742 | loss: 0.0311771 | val_loss: 0.031178 | Time: 2282.76 ms
[2021-01-22 07:22:33 main:574] : INFO : Epoch 1743 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 2374.61 ms
[2021-01-22 07:22:35 main:574] : INFO : Epoch 1744 | loss: 0.0311758 | val_loss: 0.0311783 | Time: 2351.24 ms
[2021-01-22 07:22:38 main:574] : INFO : Epoch 1745 | loss: 0.031177 | val_loss: 0.031178 | Time: 2408.74 ms
[2021-01-22 07:22:40 main:574] : INFO : Epoch 1746 | loss: 0.031177 | val_loss: 0.0311773 | Time: 2563.72 ms
[2021-01-22 07:22:43 main:574] : INFO : Epoch 1747 | loss: 0.0311762 | val_loss: 0.0311772 | Time: 2327.78 ms
[2021-01-22 07:22:45 main:574] : INFO : Epoch 1748 | loss: 0.0311757 | val_loss: 0.0311786 | Time: 2391.39 ms
[2021-01-22 07:22:48 main:574] : INFO : Epoch 1749 | loss: 0.031177 | val_loss: 0.0311768 | Time: 2321.04 ms
[2021-01-22 07:22:50 main:574] : INFO : Epoch 1750 | loss: 0.0311762 | val_loss: 0.0311773 | Time: 2280.95 ms
[2021-01-22 07:22:52 main:574] : INFO : Epoch 1751 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 2380.03 ms
[2021-01-22 07:22:55 main:574] : INFO : Epoch 1752 | loss: 0.0311763 | val_loss: 0.0311772 | Time: 2247.53 ms
[2021-01-22 07:22:57 main:574] : INFO : Epoch 1753 | loss: 0.0311763 | val_loss: 0.0311779 | Time: 2304.59 ms
[2021-01-22 07:23:00 main:574] : INFO : Epoch 1754 | loss: 0.031177 | val_loss: 0.0311802 | Time: 2433.6 ms
[2021-01-22 07:23:02 main:574] : INFO : Epoch 1755 | loss: 0.0311779 | val_loss: 0.0311804 | Time: 2275.46 ms
[2021-01-22 07:23:04 main:574] : INFO : Epoch 1756 | loss: 0.0311765 | val_loss: 0.03118 | Time: 2399.41 ms
[2021-01-22 07:23:07 main:574] : INFO : Epoch 1757 | loss: 0.0311753 | val_loss: 0.0311782 | Time: 2434.64 ms
[2021-01-22 07:23:09 main:574] : INFO : Epoch 1758 | loss: 0.0311775 | val_loss: 0.0311785 | Time: 2423.76 ms
[2021-01-22 07:23:12 main:574] : INFO : Epoch 1759 | loss: 0.0311784 | val_loss: 0.0311986 | Time: 2390.43 ms
[2021-01-22 07:23:14 main:574] : INFO : Epoch 1760 | loss: 0.0311818 | val_loss: 0.0311819 | Time: 2346.33 ms
[2021-01-22 07:23:17 main:574] : INFO : Epoch 1761 | loss: 0.0311785 | val_loss: 0.0311802 | Time: 2361.72 ms
[2021-01-22 07:23:19 main:574] : INFO : Epoch 1762 | loss: 0.031179 | val_loss: 0.0311793 | Time: 2372.11 ms
[2021-01-22 07:23:21 main:574] : INFO : Epoch 1763 | loss: 0.0311778 | val_loss: 0.031179 | Time: 2360.67 ms
[2021-01-22 07:23:24 main:574] : INFO : Epoch 1764 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 2234.79 ms
[2021-01-22 07:23:26 main:574] : INFO : Epoch 1765 | loss: 0.0311785 | val_loss: 0.0311791 | Time: 2307.18 ms
[2021-01-22 07:23:29 main:574] : INFO : Epoch 1766 | loss: 0.0311805 | val_loss: 0.0311804 | Time: 2391.47 ms
[2021-01-22 07:23:31 main:574] : INFO : Epoch 1767 | loss: 0.0311793 | val_loss: 0.0311778 | Time: 2426.79 ms
[2021-01-22 07:23:33 main:574] : INFO : Epoch 1768 | loss: 0.0311763 | val_loss: 0.0311774 | Time: 2289.3 ms
[2021-01-22 07:23:36 main:574] : INFO : Epoch 1769 | loss: 0.0311762 | val_loss: 0.031177 | Time: 2410.39 ms
[2021-01-22 07:23:38 main:574] : INFO : Epoch 1770 | loss: 0.0311752 | val_loss: 0.0311778 | Time: 2448.17 ms
[2021-01-22 07:23:41 main:574] : INFO : Epoch 1771 | loss: 0.0311754 | val_loss: 0.0311773 | Time: 2396.07 ms
[2021-01-22 07:23:43 main:574] : INFO : Epoch 1772 | loss: 0.0311751 | val_loss: 0.0311778 | Time: 2317.66 ms
[2021-01-22 07:23:46 main:574] : INFO : Epoch 1773 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 2330.11 ms
[2021-01-22 07:23:48 main:574] : INFO : Epoch 1774 | loss: 0.0311757 | val_loss: 0.0311781 | Time: 2399.26 ms
[2021-01-22 07:23:50 main:574] : INFO : Epoch 1775 | loss: 0.0311748 | val_loss: 0.0311788 | Time: 2303.42 ms
[2021-01-22 07:23:53 main:574] : INFO : Epoch 1776 | loss: 0.031175 | val_loss: 0.0311782 | Time: 2352.2 ms
[2021-01-22 07:23:55 main:574] : INFO : Epoch 1777 | loss: 0.0311758 | val_loss: 0.0311805 | Time: 2410.51 ms
[2021-01-22 07:23:58 main:574] : INFO : Epoch 1778 | loss: 0.0311748 | val_loss: 0.0311776 | Time: 2223.74 ms
[2021-01-22 07:24:00 main:574] : INFO : Epoch 1779 | loss: 0.0311743 | val_loss: 0.0311785 | Time: 2431.65 ms
[2021-01-22 07:24:02 main:574] : INFO : Epoch 1780 | loss: 0.031174 | val_loss: 0.0311788 | Time: 2375.46 ms
[2021-01-22 07:24:05 main:574] : INFO : Epoch 1781 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 2299.64 ms
[2021-01-22 07:24:07 main:574] : INFO : Epoch 1782 | loss: 0.0311747 | val_loss: 0.0311787 | Time: 2469.91 ms
[2021-01-22 07:24:10 main:574] : INFO : Epoch 1783 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 2230.23 ms
[2021-01-22 07:24:12 main:574] : INFO : Epoch 1784 | loss: 0.0311739 | val_loss: 0.0311814 | Time: 2328.25 ms
[2021-01-22 07:24:14 main:574] : INFO : Epoch 1785 | loss: 0.0311742 | val_loss: 0.03118 | Time: 2444.5 ms
[2021-01-22 07:24:17 main:574] : INFO : Epoch 1786 | loss: 0.0311749 | val_loss: 0.0311784 | Time: 2319.76 ms
[2021-01-22 07:24:19 main:574] : INFO : Epoch 1787 | loss: 0.0311736 | val_loss: 0.0311807 | Time: 2218.98 ms
[2021-01-22 07:24:22 main:574] : INFO : Epoch 1788 | loss: 0.031175 | val_loss: 0.0311808 | Time: 2289.95 ms
[2021-01-22 07:24:24 main:574] : INFO : Epoch 1789 | loss: 0.0311759 | val_loss: 0.0311819 | Time: 2312.89 ms
[2021-01-22 07:24:26 main:574] : INFO : Epoch 1790 | loss: 0.0311777 | val_loss: 0.0311789 | Time: 2360.92 ms
[2021-01-22 07:24:29 main:574] : INFO : Epoch 1791 | loss: 0.0311778 | val_loss: 0.0311795 | Time: 2369.47 ms
[2021-01-22 07:24:31 main:574] : INFO : Epoch 1792 | loss: 0.0311775 | val_loss: 0.0311786 | Time: 2302.35 ms
[2021-01-22 07:24:33 main:574] : INFO : Epoch 1793 | loss: 0.0311773 | val_loss: 0.0311791 | Time: 2414.4 ms
[2021-01-22 07:24:36 main:574] : INFO : Epoch 1794 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 2372.94 ms
[2021-01-22 07:24:38 main:574] : INFO : Epoch 1795 | loss: 0.0311748 | val_loss: 0.0311807 | Time: 2365.32 ms
[2021-01-22 07:24:41 main:574] : INFO : Epoch 1796 | loss: 0.0311756 | val_loss: 0.0311777 | Time: 2293.56 ms
[2021-01-22 07:24:43 main:574] : INFO : Epoch 1797 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 2348.33 ms
[2021-01-22 07:24:45 main:574] : INFO : Epoch 1798 | loss: 0.0311756 | val_loss: 0.0311771 | Time: 2318.18 ms
[2021-01-22 07:24:48 main:574] : INFO : Epoch 1799 | loss: 0.031174 | val_loss: 0.0311775 | Time: 2414.88 ms
[2021-01-22 07:24:50 main:574] : INFO : Epoch 1800 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 2308.57 ms
[2021-01-22 07:24:53 main:574] : INFO : Epoch 1801 | loss: 0.0311754 | val_loss: 0.0311767 | Time: 2317.77 ms
[2021-01-22 07:24:55 main:574] : INFO : Epoch 1802 | loss: 0.0311748 | val_loss: 0.0311769 | Time: 2345.13 ms
[2021-01-22 07:24:58 main:574] : INFO : Epoch 1803 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 2368.49 ms
[2021-01-22 07:25:00 main:574] : INFO : Epoch 1804 | loss: 0.0311748 | val_loss: 0.0311776 | Time: 2376.5 ms
[2021-01-22 07:25:02 main:574] : INFO : Epoch 1805 | loss: 0.0311752 | val_loss: 0.0311775 | Time: 2310.3 ms
[2021-01-22 07:25:05 main:574] : INFO : Epoch 1806 | loss: 0.0311749 | val_loss: 0.0311803 | Time: 2367.95 ms
[2021-01-22 07:25:07 main:574] : INFO : Epoch 1807 | loss: 0.0311746 | val_loss: 0.0311777 | Time: 2416.83 ms
[2021-01-22 07:25:10 main:574] : INFO : Epoch 1808 | loss: 0.0311738 | val_loss: 0.0311778 | Time: 2458.27 ms
[2021-01-22 07:25:12 main:574] : INFO : Epoch 1809 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 2294.42 ms
[2021-01-22 07:25:15 main:574] : INFO : Epoch 1810 | loss: 0.0311744 | val_loss: 0.0311784 | Time: 2455.95 ms
[2021-01-22 07:25:17 main:574] : INFO : Epoch 1811 | loss: 0.0311734 | val_loss: 0.0311765 | Time: 2379.34 ms
[2021-01-22 07:25:20 main:574] : INFO : Epoch 1812 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 2350.04 ms
[2021-01-22 07:25:22 main:574] : INFO : Epoch 1813 | loss: 0.0311737 | val_loss: 0.0311781 | Time: 2335.66 ms
[2021-01-22 07:25:24 main:574] : INFO : Epoch 1814 | loss: 0.0311737 | val_loss: 0.0311763 | Time: 2321.38 ms
[2021-01-22 07:25:27 main:574] : INFO : Epoch 1815 | loss: 0.0311734 | val_loss: 0.0311826 | Time: 2377.59 ms
[2021-01-22 07:25:29 main:574] : INFO : Epoch 1816 | loss: 0.0311747 | val_loss: 0.0311763 | Time: 2325.25 ms
[2021-01-22 07:25:32 main:574] : INFO : Epoch 1817 | loss: 0.0311743 | val_loss: 0.0311775 | Time: 2341.71 ms
[2021-01-22 07:25:34 main:574] : INFO : Epoch 1818 | loss: 0.0311795 | val_loss: 0.0311802 | Time: 2300.6 ms
[2021-01-22 07:25:36 main:574] : INFO : Epoch 1819 | loss: 0.0311796 | val_loss: 0.0311791 | Time: 2366.96 ms
[2021-01-22 07:25:39 main:574] : INFO : Epoch 1820 | loss: 0.0311778 | val_loss: 0.031178 | Time: 2407.97 ms
[2021-01-22 07:25:41 main:574] : INFO : Epoch 1821 | loss: 0.0311772 | val_loss: 0.0311799 | Time: 2390.18 ms
[2021-01-22 07:25:43 main:574] : INFO : Epoch 1822 | loss: 0.0311776 | val_loss: 0.0311792 | Time: 2195 ms
[2021-01-22 07:25:46 main:574] : INFO : Epoch 1823 | loss: 0.031177 | val_loss: 0.031181 | Time: 2366.38 ms
[2021-01-22 07:25:48 main:574] : INFO : Epoch 1824 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 2292.43 ms
[2021-01-22 07:25:50 main:574] : INFO : Epoch 1825 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 2222.54 ms
[2021-01-22 07:25:53 main:574] : INFO : Epoch 1826 | loss: 0.0311767 | val_loss: 0.0311808 | Time: 2238.01 ms
[2021-01-22 07:25:55 main:574] : INFO : Epoch 1827 | loss: 0.0311762 | val_loss: 0.0311779 | Time: 2290.17 ms
[2021-01-22 07:25:58 main:574] : INFO : Epoch 1828 | loss: 0.0311762 | val_loss: 0.0311789 | Time: 2363.66 ms
[2021-01-22 07:26:00 main:574] : INFO : Epoch 1829 | loss: 0.0311766 | val_loss: 0.031178 | Time: 2405.12 ms
[2021-01-22 07:26:02 main:574] : INFO : Epoch 1830 | loss: 0.0311765 | val_loss: 0.0311813 | Time: 2328.75 ms
[2021-01-22 07:26:05 main:574] : INFO : Epoch 1831 | loss: 0.031175 | val_loss: 0.0311789 | Time: 2285.4 ms
[2021-01-22 07:26:07 main:574] : INFO : Epoch 1832 | loss: 0.0311747 | val_loss: 0.0311789 | Time: 2347.51 ms
[2021-01-22 07:26:10 main:574] : INFO : Epoch 1833 | loss: 0.0311742 | val_loss: 0.0311785 | Time: 2363.33 ms
[2021-01-22 07:26:12 main:574] : INFO : Epoch 1834 | loss: 0.031174 | val_loss: 0.0311778 | Time: 2381.96 ms
[2021-01-22 07:26:14 main:574] : INFO : Epoch 1835 | loss: 0.0311743 | val_loss: 0.0311784 | Time: 2297.51 ms
[2021-01-22 07:26:17 main:574] : INFO : Epoch 1836 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 2460.14 ms
[2021-01-22 07:26:19 main:574] : INFO : Epoch 1837 | loss: 0.0311759 | val_loss: 0.0311771 | Time: 2347.05 ms
[2021-01-22 07:26:22 main:574] : INFO : Epoch 1838 | loss: 0.0311747 | val_loss: 0.0311781 | Time: 2233.91 ms
[2021-01-22 07:26:24 main:574] : INFO : Epoch 1839 | loss: 0.0311734 | val_loss: 0.0311777 | Time: 2298.88 ms
[2021-01-22 07:26:26 main:574] : INFO : Epoch 1840 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 2381.48 ms
[2021-01-22 07:26:29 main:574] : INFO : Epoch 1841 | loss: 0.0311735 | val_loss: 0.031177 | Time: 2281.61 ms
[2021-01-22 07:26:31 main:574] : INFO : Epoch 1842 | loss: 0.0311733 | val_loss: 0.031178 | Time: 2240.86 ms
[2021-01-22 07:26:33 main:574] : INFO : Epoch 1843 | loss: 0.0311738 | val_loss: 0.0311777 | Time: 2273.86 ms
[2021-01-22 07:26:36 main:574] : INFO : Epoch 1844 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 2427.09 ms
[2021-01-22 07:26:38 main:574] : INFO : Epoch 1845 | loss: 0.0311747 | val_loss: 0.031178 | Time: 2442.58 ms
[2021-01-22 07:26:41 main:574] : INFO : Epoch 1846 | loss: 0.0311755 | val_loss: 0.0311814 | Time: 2301.24 ms
[2021-01-22 07:26:43 main:574] : INFO : Epoch 1847 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 2230.51 ms
[2021-01-22 07:26:45 main:574] : INFO : Epoch 1848 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 2320.34 ms
[2021-01-22 07:26:48 main:574] : INFO : Epoch 1849 | loss: 0.0311731 | val_loss: 0.0311778 | Time: 2296.2 ms
[2021-01-22 07:26:50 main:574] : INFO : Epoch 1850 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 2425.96 ms
[2021-01-22 07:26:53 main:574] : INFO : Epoch 1851 | loss: 0.0311732 | val_loss: 0.0311771 | Time: 2448.22 ms
[2021-01-22 07:26:55 main:574] : INFO : Epoch 1852 | loss: 0.0311727 | val_loss: 0.0311796 | Time: 2356.61 ms
[2021-01-22 07:26:57 main:574] : INFO : Epoch 1853 | loss: 0.0311732 | val_loss: 0.0311772 | Time: 2305.12 ms
[2021-01-22 07:27:00 main:574] : INFO : Epoch 1854 | loss: 0.0311734 | val_loss: 0.0311781 | Time: 2280.54 ms
[2021-01-22 07:27:02 main:574] : INFO : Epoch 1855 | loss: 0.0311736 | val_loss: 0.0311799 | Time: 2344.22 ms
[2021-01-22 07:27:05 main:574] : INFO : Epoch 1856 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 2497.04 ms
[2021-01-22 07:27:07 main:574] : INFO : Epoch 1857 | loss: 0.0311739 | val_loss: 0.0311768 | Time: 2302.81 ms
[2021-01-22 07:27:09 main:574] : INFO : Epoch 1858 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 2230.56 ms
[2021-01-22 07:27:12 main:574] : INFO : Epoch 1859 | loss: 0.0311739 | val_loss: 0.0311789 | Time: 2242.09 ms
[2021-01-22 07:27:14 main:574] : INFO : Epoch 1860 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 2382.12 ms
[2021-01-22 07:27:16 main:574] : INFO : Epoch 1861 | loss: 0.0311735 | val_loss: 0.0311789 | Time: 2223.16 ms
[2021-01-22 07:27:19 main:574] : INFO : Epoch 1862 | loss: 0.0311734 | val_loss: 0.0311782 | Time: 2210.62 ms
[2021-01-22 07:27:21 main:574] : INFO : Epoch 1863 | loss: 0.0311733 | val_loss: 0.0311784 | Time: 2364.2 ms
[2021-01-22 07:27:23 main:574] : INFO : Epoch 1864 | loss: 0.031173 | val_loss: 0.0311792 | Time: 2311.49 ms
[2021-01-22 07:27:26 main:574] : INFO : Epoch 1865 | loss: 0.0311741 | val_loss: 0.0311781 | Time: 2233.98 ms
[2021-01-22 07:27:28 main:574] : INFO : Epoch 1866 | loss: 0.0311757 | val_loss: 0.0311796 | Time: 2346.7 ms
[2021-01-22 07:27:31 main:574] : INFO : Epoch 1867 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 2303.47 ms
[2021-01-22 07:27:33 main:574] : INFO : Epoch 1868 | loss: 0.0311729 | val_loss: 0.0311789 | Time: 2285.58 ms
[2021-01-22 07:27:35 main:574] : INFO : Epoch 1869 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 2435.93 ms
[2021-01-22 07:27:38 main:574] : INFO : Epoch 1870 | loss: 0.0311725 | val_loss: 0.0311804 | Time: 2263 ms
[2021-01-22 07:27:40 main:574] : INFO : Epoch 1871 | loss: 0.0311729 | val_loss: 0.0311811 | Time: 2295.93 ms
[2021-01-22 07:27:43 main:574] : INFO : Epoch 1872 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 2400.85 ms
[2021-01-22 07:27:45 main:574] : INFO : Epoch 1873 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 2362.39 ms
[2021-01-22 07:27:47 main:574] : INFO : Epoch 1874 | loss: 0.031173 | val_loss: 0.0311815 | Time: 2237.37 ms
[2021-01-22 07:27:50 main:574] : INFO : Epoch 1875 | loss: 0.0311724 | val_loss: 0.0311786 | Time: 2316.24 ms
[2021-01-22 07:27:52 main:574] : INFO : Epoch 1876 | loss: 0.0311716 | val_loss: 0.0311788 | Time: 2354.06 ms
[2021-01-22 07:27:54 main:574] : INFO : Epoch 1877 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 2284.29 ms
[2021-01-22 07:27:57 main:574] : INFO : Epoch 1878 | loss: 0.0311716 | val_loss: 0.0311772 | Time: 2403.51 ms
[2021-01-22 07:27:59 main:574] : INFO : Epoch 1879 | loss: 0.031172 | val_loss: 0.0311771 | Time: 2276.25 ms
[2021-01-22 07:28:02 main:574] : INFO : Epoch 1880 | loss: 0.0311728 | val_loss: 0.0311791 | Time: 2389.54 ms
[2021-01-22 07:28:04 main:574] : INFO : Epoch 1881 | loss: 0.0311724 | val_loss: 0.0311778 | Time: 2475.28 ms
[2021-01-22 07:28:07 main:574] : INFO : Epoch 1882 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 2274.64 ms
[2021-01-22 07:28:09 main:574] : INFO : Epoch 1883 | loss: 0.0311774 | val_loss: 0.0311792 | Time: 2330.98 ms
[2021-01-22 07:28:11 main:574] : INFO : Epoch 1884 | loss: 0.0311745 | val_loss: 0.0311785 | Time: 2297.7 ms
[2021-01-22 07:28:14 main:574] : INFO : Epoch 1885 | loss: 0.031176 | val_loss: 0.0311797 | Time: 2342.66 ms
[2021-01-22 07:28:16 main:574] : INFO : Epoch 1886 | loss: 0.0311743 | val_loss: 0.031178 | Time: 2258.12 ms
[2021-01-22 07:28:18 main:574] : INFO : Epoch 1887 | loss: 0.0311762 | val_loss: 0.0311775 | Time: 2250.31 ms
[2021-01-22 07:28:21 main:574] : INFO : Epoch 1888 | loss: 0.0311743 | val_loss: 0.0311767 | Time: 2412.1 ms
[2021-01-22 07:28:23 main:574] : INFO : Epoch 1889 | loss: 0.0311734 | val_loss: 0.0311791 | Time: 2294.54 ms
[2021-01-22 07:28:26 main:574] : INFO : Epoch 1890 | loss: 0.0311734 | val_loss: 0.0311764 | Time: 2321.64 ms
[2021-01-22 07:28:28 main:574] : INFO : Epoch 1891 | loss: 0.0311734 | val_loss: 0.0311762 | Time: 2221.49 ms
[2021-01-22 07:28:30 main:574] : INFO : Epoch 1892 | loss: 0.0311727 | val_loss: 0.0311753 | Time: 2265.3 ms
[2021-01-22 07:28:33 main:574] : INFO : Epoch 1893 | loss: 0.031172 | val_loss: 0.031177 | Time: 2389.78 ms
[2021-01-22 07:28:35 main:574] : INFO : Epoch 1894 | loss: 0.0311721 | val_loss: 0.0311766 | Time: 2359.86 ms
[2021-01-22 07:28:37 main:574] : INFO : Epoch 1895 | loss: 0.0311738 | val_loss: 0.0311822 | Time: 2304.09 ms
[2021-01-22 07:28:40 main:574] : INFO : Epoch 1896 | loss: 0.0311732 | val_loss: 0.0311772 | Time: 2285.38 ms
[2021-01-22 07:28:42 main:574] : INFO : Epoch 1897 | loss: 0.0311725 | val_loss: 0.0311784 | Time: 2329.97 ms
[2021-01-22 07:28:44 main:574] : INFO : Epoch 1898 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 2165.84 ms
[2021-01-22 07:28:47 main:574] : INFO : Epoch 1899 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 2260.85 ms
[2021-01-22 07:28:49 main:574] : INFO : Epoch 1900 | loss: 0.0311753 | val_loss: 0.0311827 | Time: 2237.13 ms
[2021-01-22 07:28:51 main:574] : INFO : Epoch 1901 | loss: 0.0311899 | val_loss: 0.0311862 | Time: 2316.09 ms
[2021-01-22 07:28:54 main:574] : INFO : Epoch 1902 | loss: 0.0311889 | val_loss: 0.0311875 | Time: 2388.95 ms
[2021-01-22 07:28:56 main:574] : INFO : Epoch 1903 | loss: 0.0311895 | val_loss: 0.0311861 | Time: 2299.26 ms
[2021-01-22 07:28:59 main:574] : INFO : Epoch 1904 | loss: 0.0311887 | val_loss: 0.0311892 | Time: 2303.31 ms
[2021-01-22 07:29:01 main:574] : INFO : Epoch 1905 | loss: 0.0311887 | val_loss: 0.0311857 | Time: 2173.82 ms
[2021-01-22 07:29:03 main:574] : INFO : Epoch 1906 | loss: 0.0311882 | val_loss: 0.0311858 | Time: 2339.1 ms
[2021-01-22 07:29:06 main:574] : INFO : Epoch 1907 | loss: 0.0311876 | val_loss: 0.031186 | Time: 2358.92 ms
[2021-01-22 07:29:08 main:574] : INFO : Epoch 1908 | loss: 0.0311876 | val_loss: 0.0311857 | Time: 2331.78 ms
[2021-01-22 07:29:11 main:574] : INFO : Epoch 1909 | loss: 0.0311886 | val_loss: 0.0311891 | Time: 2334.04 ms
[2021-01-22 07:29:13 main:574] : INFO : Epoch 1910 | loss: 0.0311889 | val_loss: 0.0311852 | Time: 2279.75 ms
[2021-01-22 07:29:15 main:574] : INFO : Epoch 1911 | loss: 0.0311865 | val_loss: 0.0311846 | Time: 2402.34 ms
[2021-01-22 07:29:18 main:574] : INFO : Epoch 1912 | loss: 0.0311866 | val_loss: 0.0311917 | Time: 2395.4 ms
[2021-01-22 07:29:20 main:574] : INFO : Epoch 1913 | loss: 0.031187 | val_loss: 0.0311865 | Time: 2307.54 ms
[2021-01-22 07:29:23 main:574] : INFO : Epoch 1914 | loss: 0.0311885 | val_loss: 0.0311868 | Time: 2355.38 ms
[2021-01-22 07:29:25 main:574] : INFO : Epoch 1915 | loss: 0.0311874 | val_loss: 0.0311851 | Time: 2261.73 ms
[2021-01-22 07:29:27 main:574] : INFO : Epoch 1916 | loss: 0.0311862 | val_loss: 0.0311842 | Time: 2301.97 ms
[2021-01-22 07:29:30 main:574] : INFO : Epoch 1917 | loss: 0.0311866 | val_loss: 0.0311856 | Time: 2291.17 ms
[2021-01-22 07:29:32 main:574] : INFO : Epoch 1918 | loss: 0.0311909 | val_loss: 0.0311986 | Time: 2329.65 ms
[2021-01-22 07:29:34 main:574] : INFO : Epoch 1919 | loss: 0.0311917 | val_loss: 0.0311878 | Time: 2323.07 ms
[2021-01-22 07:29:37 main:574] : INFO : Epoch 1920 | loss: 0.0311887 | val_loss: 0.0311859 | Time: 2302.45 ms
[2021-01-22 07:29:39 main:574] : INFO : Epoch 1921 | loss: 0.0311868 | val_loss: 0.0311857 | Time: 2340.58 ms
[2021-01-22 07:29:41 main:574] : INFO : Epoch 1922 | loss: 0.0311865 | val_loss: 0.0311855 | Time: 2323.12 ms
[2021-01-22 07:29:44 main:574] : INFO : Epoch 1923 | loss: 0.031186 | val_loss: 0.0311851 | Time: 2268.67 ms
[2021-01-22 07:29:46 main:574] : INFO : Epoch 1924 | loss: 0.0311872 | val_loss: 0.03119 | Time: 2272.57 ms
[2021-01-22 07:29:49 main:574] : INFO : Epoch 1925 | loss: 0.0311875 | val_loss: 0.0311854 | Time: 2431.61 ms
[2021-01-22 07:29:51 main:574] : INFO : Epoch 1926 | loss: 0.031187 | val_loss: 0.0311844 | Time: 2225.32 ms
[2021-01-22 07:29:53 main:574] : INFO : Epoch 1927 | loss: 0.0311875 | val_loss: 0.0311854 | Time: 2402.05 ms
[2021-01-22 07:29:56 main:574] : INFO : Epoch 1928 | loss: 0.031187 | val_loss: 0.0311847 | Time: 2360.43 ms
[2021-01-22 07:29:58 main:574] : INFO : Epoch 1929 | loss: 0.0311867 | val_loss: 0.0311846 | Time: 2405.42 ms
[2021-01-22 07:30:01 main:574] : INFO : Epoch 1930 | loss: 0.0311856 | val_loss: 0.0311842 | Time: 2389.65 ms
[2021-01-22 07:30:03 main:574] : INFO : Epoch 1931 | loss: 0.0311861 | val_loss: 0.0311846 | Time: 2238.24 ms
[2021-01-22 07:30:05 main:574] : INFO : Epoch 1932 | loss: 0.031186 | val_loss: 0.0311844 | Time: 2387.72 ms
[2021-01-22 07:30:08 main:574] : INFO : Epoch 1933 | loss: 0.0311856 | val_loss: 0.0311837 | Time: 2371.04 ms
[2021-01-22 07:30:10 main:574] : INFO : Epoch 1934 | loss: 0.0311854 | val_loss: 0.031185 | Time: 2224.89 ms
[2021-01-22 07:30:13 main:574] : INFO : Epoch 1935 | loss: 0.0311869 | val_loss: 0.0311842 | Time: 2315.93 ms
[2021-01-22 07:30:15 main:574] : INFO : Epoch 1936 | loss: 0.0311857 | val_loss: 0.0311836 | Time: 2330.98 ms
[2021-01-22 07:30:17 main:574] : INFO : Epoch 1937 | loss: 0.0311861 | val_loss: 0.0311885 | Time: 2330.42 ms
[2021-01-22 07:30:20 main:574] : INFO : Epoch 1938 | loss: 0.0311864 | val_loss: 0.031187 | Time: 2339.91 ms
[2021-01-22 07:30:22 main:574] : INFO : Epoch 1939 | loss: 0.0311865 | val_loss: 0.0311842 | Time: 2362.35 ms
[2021-01-22 07:30:25 main:574] : INFO : Epoch 1940 | loss: 0.0311866 | val_loss: 0.0311863 | Time: 2356.4 ms
[2021-01-22 07:30:27 main:574] : INFO : Epoch 1941 | loss: 0.0311864 | val_loss: 0.0311842 | Time: 2322.43 ms
[2021-01-22 07:30:29 main:574] : INFO : Epoch 1942 | loss: 0.0311856 | val_loss: 0.0311835 | Time: 2325.18 ms
[2021-01-22 07:30:32 main:574] : INFO : Epoch 1943 | loss: 0.0311859 | val_loss: 0.0311839 | Time: 2379.42 ms
[2021-01-22 07:30:34 main:574] : INFO : Epoch 1944 | loss: 0.0311858 | val_loss: 0.0311882 | Time: 2443.01 ms
[2021-01-22 07:30:36 main:574] : INFO : Epoch 1945 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 2225.71 ms
[2021-01-22 07:30:39 main:574] : INFO : Epoch 1946 | loss: 0.0311869 | val_loss: 0.0311927 | Time: 2350.89 ms
[2021-01-22 07:30:41 main:574] : INFO : Epoch 1947 | loss: 0.0311915 | val_loss: 0.0311853 | Time: 2262.76 ms
[2021-01-22 07:30:43 main:574] : INFO : Epoch 1948 | loss: 0.031187 | val_loss: 0.0311917 | Time: 2271.72 ms
[2021-01-22 07:30:46 main:574] : INFO : Epoch 1949 | loss: 0.0311874 | val_loss: 0.0311892 | Time: 2428.76 ms
[2021-01-22 07:30:48 main:574] : INFO : Epoch 1950 | loss: 0.0311869 | val_loss: 0.0311836 | Time: 2336.32 ms
[2021-01-22 07:30:51 main:574] : INFO : Epoch 1951 | loss: 0.0311857 | val_loss: 0.0311841 | Time: 2321.56 ms
[2021-01-22 07:30:53 main:574] : INFO : Epoch 1952 | loss: 0.0311854 | val_loss: 0.0311836 | Time: 2445.95 ms
[2021-01-22 07:30:56 main:574] : INFO : Epoch 1953 | loss: 0.0311845 | val_loss: 0.0311834 | Time: 2345.89 ms
[2021-01-22 07:30:58 main:574] : INFO : Epoch 1954 | loss: 0.0311866 | val_loss: 0.0311861 | Time: 2217.59 ms
[2021-01-22 07:31:00 main:574] : INFO : Epoch 1955 | loss: 0.0311864 | val_loss: 0.0311844 | Time: 2370.64 ms
[2021-01-22 07:31:03 main:574] : INFO : Epoch 1956 | loss: 0.0311862 | val_loss: 0.0311833 | Time: 2257.51 ms
[2021-01-22 07:31:05 main:574] : INFO : Epoch 1957 | loss: 0.0311864 | val_loss: 0.0311882 | Time: 2336.34 ms
[2021-01-22 07:31:07 main:574] : INFO : Epoch 1958 | loss: 0.0311882 | val_loss: 0.0311879 | Time: 2323.05 ms
[2021-01-22 07:31:10 main:574] : INFO : Epoch 1959 | loss: 0.0311862 | val_loss: 0.0311839 | Time: 2443.21 ms
[2021-01-22 07:31:12 main:574] : INFO : Epoch 1960 | loss: 0.0311857 | val_loss: 0.0311911 | Time: 2261.89 ms
[2021-01-22 07:31:15 main:574] : INFO : Epoch 1961 | loss: 0.0311859 | val_loss: 0.0311846 | Time: 2309.6 ms
[2021-01-22 07:31:17 main:574] : INFO : Epoch 1962 | loss: 0.0311869 | val_loss: 0.0311914 | Time: 2388.79 ms
[2021-01-22 07:31:20 main:574] : INFO : Epoch 1963 | loss: 0.0311883 | val_loss: 0.0311835 | Time: 2315.2 ms
[2021-01-22 07:31:22 main:574] : INFO : Epoch 1964 | loss: 0.0311845 | val_loss: 0.0311837 | Time: 2228.86 ms
[2021-01-22 07:31:24 main:574] : INFO : Epoch 1965 | loss: 0.0311851 | val_loss: 0.0311867 | Time: 2267.19 ms
[2021-01-22 07:31:26 main:574] : INFO : Epoch 1966 | loss: 0.0311865 | val_loss: 0.0311857 | Time: 2211.17 ms
[2021-01-22 07:31:29 main:574] : INFO : Epoch 1967 | loss: 0.031186 | val_loss: 0.0311843 | Time: 2358.02 ms
[2021-01-22 07:31:31 main:574] : INFO : Epoch 1968 | loss: 0.0311865 | val_loss: 0.0311849 | Time: 2333.8 ms
[2021-01-22 07:31:34 main:574] : INFO : Epoch 1969 | loss: 0.0311877 | val_loss: 0.031184 | Time: 2356.26 ms
[2021-01-22 07:31:36 main:574] : INFO : Epoch 1970 | loss: 0.0311847 | val_loss: 0.031183 | Time: 2355.34 ms
[2021-01-22 07:31:38 main:574] : INFO : Epoch 1971 | loss: 0.0311867 | val_loss: 0.0311853 | Time: 2399.35 ms
[2021-01-22 07:31:41 main:574] : INFO : Epoch 1972 | loss: 0.031186 | val_loss: 0.0311843 | Time: 2402.43 ms
[2021-01-22 07:31:43 main:574] : INFO : Epoch 1973 | loss: 0.0311856 | val_loss: 0.0311831 | Time: 2377.88 ms
[2021-01-22 07:31:46 main:574] : INFO : Epoch 1974 | loss: 0.0311849 | val_loss: 0.0311832 | Time: 2402.62 ms
[2021-01-22 07:31:48 main:574] : INFO : Epoch 1975 | loss: 0.0311842 | val_loss: 0.0311845 | Time: 2346.18 ms
[2021-01-22 07:31:51 main:574] : INFO : Epoch 1976 | loss: 0.0311847 | val_loss: 0.0311828 | Time: 2354.01 ms
[2021-01-22 07:31:53 main:574] : INFO : Epoch 1977 | loss: 0.0311844 | val_loss: 0.031183 | Time: 2297.44 ms
[2021-01-22 07:31:55 main:574] : INFO : Epoch 1978 | loss: 0.0311857 | val_loss: 0.0311836 | Time: 2251.83 ms
[2021-01-22 07:31:58 main:574] : INFO : Epoch 1979 | loss: 0.0311873 | val_loss: 0.0311834 | Time: 2375.8 ms
[2021-01-22 07:32:00 main:574] : INFO : Epoch 1980 | loss: 0.0311841 | val_loss: 0.0311838 | Time: 2339.61 ms
[2021-01-22 07:32:03 main:574] : INFO : Epoch 1981 | loss: 0.0311847 | val_loss: 0.0311831 | Time: 2406.09 ms
[2021-01-22 07:32:05 main:574] : INFO : Epoch 1982 | loss: 0.031186 | val_loss: 0.031185 | Time: 2333.42 ms
[2021-01-22 07:32:07 main:574] : INFO : Epoch 1983 | loss: 0.0311847 | val_loss: 0.0311838 | Time: 2375.77 ms
[2021-01-22 07:32:10 main:574] : INFO : Epoch 1984 | loss: 0.031184 | val_loss: 0.0311832 | Time: 2305.4 ms
[2021-01-22 07:32:12 main:574] : INFO : Epoch 1985 | loss: 0.031184 | val_loss: 0.0311834 | Time: 2281.11 ms
[2021-01-22 07:32:14 main:574] : INFO : Epoch 1986 | loss: 0.0311836 | val_loss: 0.0311832 | Time: 2248.75 ms
[2021-01-22 07:32:17 main:574] : INFO : Epoch 1987 | loss: 0.0311842 | val_loss: 0.0311867 | Time: 2320.36 ms
[2021-01-22 07:32:19 main:574] : INFO : Epoch 1988 | loss: 0.0311862 | val_loss: 0.0311849 | Time: 2410.63 ms
[2021-01-22 07:32:22 main:574] : INFO : Epoch 1989 | loss: 0.031184 | val_loss: 0.0311838 | Time: 2389.78 ms
[2021-01-22 07:32:24 main:574] : INFO : Epoch 1990 | loss: 0.0311843 | val_loss: 0.031183 | Time: 2338.43 ms
[2021-01-22 07:32:26 main:574] : INFO : Epoch 1991 | loss: 0.0311841 | val_loss: 0.0311893 | Time: 2316.49 ms
[2021-01-22 07:32:29 main:574] : INFO : Epoch 1992 | loss: 0.0311858 | val_loss: 0.031183 | Time: 2232.86 ms
[2021-01-22 07:32:31 main:574] : INFO : Epoch 1993 | loss: 0.0311839 | val_loss: 0.0311827 | Time: 2369.33 ms
[2021-01-22 07:32:34 main:574] : INFO : Epoch 1994 | loss: 0.0311856 | val_loss: 0.0311829 | Time: 2429.87 ms
[2021-01-22 07:32:36 main:574] : INFO : Epoch 1995 | loss: 0.0311844 | val_loss: 0.0311853 | Time: 2224.41 ms
[2021-01-22 07:32:38 main:574] : INFO : Epoch 1996 | loss: 0.0311839 | val_loss: 0.0311825 | Time: 2348.75 ms
[2021-01-22 07:32:41 main:574] : INFO : Epoch 1997 | loss: 0.0311838 | val_loss: 0.0311835 | Time: 2267.38 ms
[2021-01-22 07:32:43 main:574] : INFO : Epoch 1998 | loss: 0.0311836 | val_loss: 0.0311824 | Time: 2263.21 ms
[2021-01-22 07:32:45 main:574] : INFO : Epoch 1999 | loss: 0.0311846 | val_loss: 0.0311824 | Time: 2267.74 ms
[2021-01-22 07:32:48 main:574] : INFO : Epoch 2000 | loss: 0.0311851 | val_loss: 0.0311876 | Time: 2233 ms
[2021-01-22 07:32:50 main:574] : INFO : Epoch 2001 | loss: 0.0311862 | val_loss: 0.0311898 | Time: 2301.47 ms
[2021-01-22 07:32:52 main:574] : INFO : Epoch 2002 | loss: 0.0311852 | val_loss: 0.0311829 | Time: 2312.4 ms
[2021-01-22 07:32:55 main:574] : INFO : Epoch 2003 | loss: 0.0311843 | val_loss: 0.0311826 | Time: 2367.74 ms
[2021-01-22 07:32:57 main:574] : INFO : Epoch 2004 | loss: 0.0311837 | val_loss: 0.0311836 | Time: 2359.1 ms
[2021-01-22 07:33:00 main:574] : INFO : Epoch 2005 | loss: 0.0311838 | val_loss: 0.0311826 | Time: 2387.71 ms
[2021-01-22 07:33:02 main:574] : INFO : Epoch 2006 | loss: 0.031184 | val_loss: 0.0311836 | Time: 2239.64 ms
[2021-01-22 07:33:04 main:574] : INFO : Epoch 2007 | loss: 0.0311847 | val_loss: 0.0311824 | Time: 2284.6 ms
[2021-01-22 07:33:07 main:574] : INFO : Epoch 2008 | loss: 0.0311862 | val_loss: 0.0311832 | Time: 2313.53 ms
[2021-01-22 07:33:09 main:574] : INFO : Epoch 2009 | loss: 0.0311845 | val_loss: 0.031185 | Time: 2462.62 ms
[2021-01-22 07:33:11 main:574] : INFO : Epoch 2010 | loss: 0.0311832 | val_loss: 0.0311828 | Time: 2234.2 ms
[2021-01-22 07:33:14 main:574] : INFO : Epoch 2011 | loss: 0.0311836 | val_loss: 0.0311841 | Time: 2284.9 ms
[2021-01-22 07:33:16 main:574] : INFO : Epoch 2012 | loss: 0.0311859 | val_loss: 0.031184 | Time: 2349.91 ms
[2021-01-22 07:33:19 main:574] : INFO : Epoch 2013 | loss: 0.0311852 | val_loss: 0.0311827 | Time: 2319.72 ms
[2021-01-22 07:33:21 main:574] : INFO : Epoch 2014 | loss: 0.0311884 | val_loss: 0.0311838 | Time: 2281.56 ms
[2021-01-22 07:33:23 main:574] : INFO : Epoch 2015 | loss: 0.0311849 | val_loss: 0.0311832 | Time: 2453.74 ms
[2021-01-22 07:33:26 main:574] : INFO : Epoch 2016 | loss: 0.0311848 | val_loss: 0.0311849 | Time: 2312.91 ms
[2021-01-22 07:33:28 main:574] : INFO : Epoch 2017 | loss: 0.0311837 | val_loss: 0.0311828 | Time: 2506.7 ms
[2021-01-22 07:33:31 main:574] : INFO : Epoch 2018 | loss: 0.0311838 | val_loss: 0.0311826 | Time: 2367.02 ms
[2021-01-22 07:33:33 main:574] : INFO : Epoch 2019 | loss: 0.0311832 | val_loss: 0.0311826 | Time: 2344.93 ms
[2021-01-22 07:33:36 main:574] : INFO : Epoch 2020 | loss: 0.0311832 | val_loss: 0.0311827 | Time: 2404.99 ms
[2021-01-22 07:33:38 main:574] : INFO : Epoch 2021 | loss: 0.0311831 | val_loss: 0.0311829 | Time: 2287.7 ms
[2021-01-22 07:33:40 main:574] : INFO : Epoch 2022 | loss: 0.0311837 | val_loss: 0.0311825 | Time: 2301.92 ms
[2021-01-22 07:33:43 main:574] : INFO : Epoch 2023 | loss: 0.0311828 | val_loss: 0.0311823 | Time: 2364 ms
[2021-01-22 07:33:45 main:574] : INFO : Epoch 2024 | loss: 0.031183 | val_loss: 0.0311849 | Time: 2346.87 ms
[2021-01-22 07:33:47 main:574] : INFO : Epoch 2025 | loss: 0.0311863 | val_loss: 0.031185 | Time: 2303.82 ms
[2021-01-22 07:33:50 main:574] : INFO : Epoch 2026 | loss: 0.0311843 | val_loss: 0.0311855 | Time: 2329.8 ms
[2021-01-22 07:33:52 main:574] : INFO : Epoch 2027 | loss: 0.0311878 | val_loss: 0.031187 | Time: 2363.05 ms
[2021-01-22 07:33:55 main:574] : INFO : Epoch 2028 | loss: 0.0311847 | val_loss: 0.031183 | Time: 2290.59 ms
[2021-01-22 07:33:57 main:574] : INFO : Epoch 2029 | loss: 0.0311847 | val_loss: 0.0311867 | Time: 2326.79 ms
[2021-01-22 07:33:59 main:574] : INFO : Epoch 2030 | loss: 0.0311838 | val_loss: 0.0311833 | Time: 2448.58 ms
[2021-01-22 07:34:02 main:574] : INFO : Epoch 2031 | loss: 0.0311839 | val_loss: 0.0311832 | Time: 2350.27 ms
[2021-01-22 07:34:04 main:574] : INFO : Epoch 2032 | loss: 0.0311847 | val_loss: 0.0311862 | Time: 2323.76 ms
[2021-01-22 07:34:07 main:574] : INFO : Epoch 2033 | loss: 0.0311851 | val_loss: 0.0311832 | Time: 2387.95 ms
[2021-01-22 07:34:09 main:574] : INFO : Epoch 2034 | loss: 0.0311853 | val_loss: 0.0311833 | Time: 2415.05 ms
[2021-01-22 07:34:12 main:574] : INFO : Epoch 2035 | loss: 0.0311845 | val_loss: 0.0311836 | Time: 2285.11 ms
[2021-01-22 07:34:14 main:574] : INFO : Epoch 2036 | loss: 0.0311844 | val_loss: 0.0311823 | Time: 2409.65 ms
[2021-01-22 07:34:16 main:574] : INFO : Epoch 2037 | loss: 0.0311835 | val_loss: 0.0311825 | Time: 2278.26 ms
[2021-01-22 07:34:19 main:574] : INFO : Epoch 2038 | loss: 0.0311834 | val_loss: 0.0311822 | Time: 2344.44 ms
[2021-01-22 07:34:21 main:574] : INFO : Epoch 2039 | loss: 0.0311839 | val_loss: 0.0311824 | Time: 2268.74 ms
[2021-01-22 07:34:24 main:574] : INFO : Epoch 2040 | loss: 0.0311839 | val_loss: 0.0311847 | Time: 2324.47 ms
[2021-01-22 07:34:26 main:574] : INFO : Epoch 2041 | loss: 0.0311849 | val_loss: 0.0311854 | Time: 2376.7 ms
[2021-01-22 07:34:28 main:574] : INFO : Epoch 2042 | loss: 0.0311835 | val_loss: 0.0311837 | Time: 2412.91 ms
[2021-01-22 07:34:31 main:574] : INFO : Epoch 2043 | loss: 0.0311841 | val_loss: 0.031188 | Time: 2303.73 ms
[2021-01-22 07:34:33 main:574] : INFO : Epoch 2044 | loss: 0.0311843 | val_loss: 0.0311828 | Time: 2325.42 ms
[2021-01-22 07:34:36 main:574] : INFO : Epoch 2045 | loss: 0.0311825 | val_loss: 0.031182 | Time: 2339.99 ms
[2021-01-22 07:34:38 main:574] : INFO : Epoch 2046 | loss: 0.0311831 | val_loss: 0.0311824 | Time: 2384.64 ms
[2021-01-22 07:34:41 main:574] : INFO : Epoch 2047 | loss: 0.0311828 | val_loss: 0.0311828 | Time: 2322.41 ms
[2021-01-22 07:34:43 main:574] : INFO : Epoch 2048 | loss: 0.031183 | val_loss: 0.0311837 | Time: 2270.39 ms
[2021-01-22 07:34:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311837
[2021-01-22 07:34:43 main:603] : INFO : Saving end state to config to file
[2021-01-22 07:34:43 main:608] : INFO : Success, exiting..
07:34:43 (17116): 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)