Task 7557258
| Name | ParityModified-1631729100-4499-1_1 |
| Workunit | 5077439 |
| Created | 24 Sep 2021, 1:54:35 UTC |
| Sent | 24 Sep 2021, 4:28:48 UTC |
| Report deadline | 1 Oct 2021, 4:28:48 UTC |
| Received | 24 Sep 2021, 16:30:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 1 hours 12 min 28 sec |
| CPU time | 1 hours 12 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.17</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311947 | val_loss: 0.031214 | Time: 2255.34 ms
[2021-09-24 12:11:58 main:581] : INFO : Epoch 1539 | loss: 0.031197 | val_loss: 0.0312052 | Time: 2476.31 ms
[2021-09-24 12:12:00 main:581] : INFO : Epoch 1540 | loss: 0.0311956 | val_loss: 0.0312076 | Time: 2106.93 ms
[2021-09-24 12:12:02 main:581] : INFO : Epoch 1541 | loss: 0.0311937 | val_loss: 0.0312059 | Time: 2540.01 ms
[2021-09-24 12:12:05 main:581] : INFO : Epoch 1542 | loss: 0.0311926 | val_loss: 0.0312082 | Time: 2252.17 ms
[2021-09-24 12:12:07 main:581] : INFO : Epoch 1543 | loss: 0.0311932 | val_loss: 0.0312063 | Time: 2280.13 ms
[2021-09-24 12:12:09 main:581] : INFO : Epoch 1544 | loss: 0.0311913 | val_loss: 0.0312095 | Time: 2606.22 ms
[2021-09-24 12:12:12 main:581] : INFO : Epoch 1545 | loss: 0.0311925 | val_loss: 0.0312093 | Time: 2455.02 ms
[2021-09-24 12:12:14 main:581] : INFO : Epoch 1546 | loss: 0.0311914 | val_loss: 0.0312097 | Time: 2166.24 ms
[2021-09-24 12:12:16 main:581] : INFO : Epoch 1547 | loss: 0.0311924 | val_loss: 0.0312073 | Time: 2391.4 ms
[2021-09-24 12:12:19 main:581] : INFO : Epoch 1548 | loss: 0.0311934 | val_loss: 0.0312075 | Time: 2223.17 ms
[2021-09-24 12:12:21 main:581] : INFO : Epoch 1549 | loss: 0.0311935 | val_loss: 0.0312059 | Time: 2154.23 ms
[2021-09-24 12:12:23 main:581] : INFO : Epoch 1550 | loss: 0.0311948 | val_loss: 0.0312094 | Time: 2480.32 ms
[2021-09-24 12:12:25 main:581] : INFO : Epoch 1551 | loss: 0.0311957 | val_loss: 0.0312098 | Time: 2145.18 ms
[2021-09-24 12:12:28 main:581] : INFO : Epoch 1552 | loss: 0.0311944 | val_loss: 0.0312072 | Time: 2162 ms
[2021-09-24 12:12:30 main:581] : INFO : Epoch 1553 | loss: 0.0311922 | val_loss: 0.0312066 | Time: 2283.92 ms
[2021-09-24 12:12:32 main:581] : INFO : Epoch 1554 | loss: 0.0311899 | val_loss: 0.0312063 | Time: 2113.16 ms
[2021-09-24 12:12:34 main:581] : INFO : Epoch 1555 | loss: 0.0311898 | val_loss: 0.0312069 | Time: 1991.58 ms
[2021-09-24 12:12:36 main:581] : INFO : Epoch 1556 | loss: 0.031191 | val_loss: 0.0312048 | Time: 1982.78 ms
[2021-09-24 12:12:38 main:581] : INFO : Epoch 1557 | loss: 0.031191 | val_loss: 0.0312128 | Time: 2024.84 ms
[2021-09-24 12:12:40 main:581] : INFO : Epoch 1558 | loss: 0.0311909 | val_loss: 0.0312059 | Time: 2060.05 ms
[2021-09-24 12:12:42 main:581] : INFO : Epoch 1559 | loss: 0.0311901 | val_loss: 0.0312066 | Time: 2157.64 ms
[2021-09-24 12:12:44 main:581] : INFO : Epoch 1560 | loss: 0.0311895 | val_loss: 0.0312064 | Time: 2036.45 ms
[2021-09-24 12:12:46 main:581] : INFO : Epoch 1561 | loss: 0.0311901 | val_loss: 0.031205 | Time: 1924.99 ms
[2021-09-24 12:12:48 main:581] : INFO : Epoch 1562 | loss: 0.0311895 | val_loss: 0.0312073 | Time: 1986.11 ms
[2021-09-24 12:12:50 main:581] : INFO : Epoch 1563 | loss: 0.0311889 | val_loss: 0.0312056 | Time: 2151.42 ms
[2021-09-24 12:12:52 main:581] : INFO : Epoch 1564 | loss: 0.0311915 | val_loss: 0.0312057 | Time: 2138.97 ms
[2021-09-24 12:12:55 main:581] : INFO : Epoch 1565 | loss: 0.0311906 | val_loss: 0.0312061 | Time: 2070.73 ms
[2021-09-24 12:12:57 main:581] : INFO : Epoch 1566 | loss: 0.0311901 | val_loss: 0.0312064 | Time: 2223.08 ms
[2021-09-24 12:12:59 main:581] : INFO : Epoch 1567 | loss: 0.0311893 | val_loss: 0.0312062 | Time: 2049.9 ms
[2021-09-24 12:13:01 main:581] : INFO : Epoch 1568 | loss: 0.0311894 | val_loss: 0.0312065 | Time: 2356.55 ms
[2021-09-24 12:13:03 main:581] : INFO : Epoch 1569 | loss: 0.0311897 | val_loss: 0.0312052 | Time: 2287 ms
[2021-09-24 12:13:06 main:581] : INFO : Epoch 1570 | loss: 0.0311895 | val_loss: 0.0312055 | Time: 2133.86 ms
[2021-09-24 12:13:08 main:581] : INFO : Epoch 1571 | loss: 0.031189 | val_loss: 0.0312052 | Time: 1975.65 ms
[2021-09-24 12:13:10 main:581] : INFO : Epoch 1572 | loss: 0.0311884 | val_loss: 0.031206 | Time: 2401.43 ms
[2021-09-24 12:13:12 main:581] : INFO : Epoch 1573 | loss: 0.0311873 | val_loss: 0.0312071 | Time: 2426.39 ms
[2021-09-24 12:13:15 main:581] : INFO : Epoch 1574 | loss: 0.0311891 | val_loss: 0.0312057 | Time: 2127.84 ms
[2021-09-24 12:13:17 main:581] : INFO : Epoch 1575 | loss: 0.0311905 | val_loss: 0.0312071 | Time: 2207.92 ms
[2021-09-24 12:13:19 main:581] : INFO : Epoch 1576 | loss: 0.0311878 | val_loss: 0.031208 | Time: 2088.18 ms
[2021-09-24 12:13:21 main:581] : INFO : Epoch 1577 | loss: 0.0311872 | val_loss: 0.0312076 | Time: 2159.17 ms
[2021-09-24 12:13:23 main:581] : INFO : Epoch 1578 | loss: 0.0311878 | val_loss: 0.0312057 | Time: 2228.6 ms
[2021-09-24 12:13:25 main:581] : INFO : Epoch 1579 | loss: 0.0311884 | val_loss: 0.031206 | Time: 2159.48 ms
[2021-09-24 12:13:28 main:581] : INFO : Epoch 1580 | loss: 0.0311908 | val_loss: 0.0312092 | Time: 2203.09 ms
[2021-09-24 12:13:30 main:581] : INFO : Epoch 1581 | loss: 0.0311959 | val_loss: 0.0312072 | Time: 2135.9 ms
[2021-09-24 12:13:32 main:581] : INFO : Epoch 1582 | loss: 0.0311915 | val_loss: 0.031207 | Time: 2222.15 ms
[2021-09-24 12:13:34 main:581] : INFO : Epoch 1583 | loss: 0.0311899 | val_loss: 0.0312044 | Time: 2119.76 ms
[2021-09-24 12:13:36 main:581] : INFO : Epoch 1584 | loss: 0.0311892 | val_loss: 0.0312073 | Time: 1958.76 ms
[2021-09-24 12:13:38 main:581] : INFO : Epoch 1585 | loss: 0.0311884 | val_loss: 0.0312065 | Time: 2256.95 ms
[2021-09-24 12:13:40 main:581] : INFO : Epoch 1586 | loss: 0.0311877 | val_loss: 0.0312056 | Time: 1975.09 ms
[2021-09-24 12:13:43 main:581] : INFO : Epoch 1587 | loss: 0.0311874 | val_loss: 0.0312071 | Time: 2369.53 ms
[2021-09-24 12:13:45 main:581] : INFO : Epoch 1588 | loss: 0.0311873 | val_loss: 0.0312086 | Time: 2317.54 ms
[2021-09-24 12:13:47 main:581] : INFO : Epoch 1589 | loss: 0.0311873 | val_loss: 0.0312058 | Time: 1996.67 ms
[2021-09-24 12:13:49 main:581] : INFO : Epoch 1590 | loss: 0.0311867 | val_loss: 0.0312081 | Time: 2275.96 ms
[2021-09-24 12:13:52 main:581] : INFO : Epoch 1591 | loss: 0.0311862 | val_loss: 0.0312103 | Time: 2296.43 ms
[2021-09-24 12:13:54 main:581] : INFO : Epoch 1592 | loss: 0.0311859 | val_loss: 0.0312046 | Time: 2435.16 ms
[2021-09-24 12:13:56 main:581] : INFO : Epoch 1593 | loss: 0.0311853 | val_loss: 0.031208 | Time: 2127.57 ms
[2021-09-24 12:13:59 main:581] : INFO : Epoch 1594 | loss: 0.0311843 | val_loss: 0.0312079 | Time: 2588.59 ms
[2021-09-24 12:14:01 main:581] : INFO : Epoch 1595 | loss: 0.0311848 | val_loss: 0.0312068 | Time: 2219.63 ms
[2021-09-24 12:14:03 main:581] : INFO : Epoch 1596 | loss: 0.0311873 | val_loss: 0.0312082 | Time: 2341.64 ms
[2021-09-24 12:14:05 main:581] : INFO : Epoch 1597 | loss: 0.0311868 | val_loss: 0.0312116 | Time: 2155.62 ms
[2021-09-24 12:14:08 main:581] : INFO : Epoch 1598 | loss: 0.0311875 | val_loss: 0.0312122 | Time: 2185.01 ms
[2021-09-24 12:14:10 main:581] : INFO : Epoch 1599 | loss: 0.0311869 | val_loss: 0.0312141 | Time: 2373.3 ms
[2021-09-24 12:14:12 main:581] : INFO : Epoch 1600 | loss: 0.0311893 | val_loss: 0.0312114 | Time: 2318.21 ms
[2021-09-24 12:14:14 main:581] : INFO : Epoch 1601 | loss: 0.0311863 | val_loss: 0.0312085 | Time: 2129.74 ms
[2021-09-24 12:14:17 main:581] : INFO : Epoch 1602 | loss: 0.031185 | val_loss: 0.031209 | Time: 2126.94 ms
[2021-09-24 12:14:19 main:581] : INFO : Epoch 1603 | loss: 0.0311864 | val_loss: 0.0312076 | Time: 2033.62 ms
[2021-09-24 12:14:21 main:581] : INFO : Epoch 1604 | loss: 0.0311855 | val_loss: 0.0312077 | Time: 2372.89 ms
[2021-09-24 12:14:23 main:581] : INFO : Epoch 1605 | loss: 0.0311844 | val_loss: 0.0312075 | Time: 2232.11 ms
[2021-09-24 12:14:26 main:581] : INFO : Epoch 1606 | loss: 0.0311842 | val_loss: 0.0312085 | Time: 2385.85 ms
[2021-09-24 12:14:28 main:581] : INFO : Epoch 1607 | loss: 0.0311839 | val_loss: 0.0312071 | Time: 2347.3 ms
[2021-09-24 12:14:30 main:581] : INFO : Epoch 1608 | loss: 0.0311832 | val_loss: 0.0312106 | Time: 2207.3 ms
[2021-09-24 12:14:33 main:581] : INFO : Epoch 1609 | loss: 0.0311889 | val_loss: 0.0312037 | Time: 2425.42 ms
[2021-09-24 12:14:35 main:581] : INFO : Epoch 1610 | loss: 0.0311891 | val_loss: 0.0312081 | Time: 2234.63 ms
[2021-09-24 12:14:37 main:581] : INFO : Epoch 1611 | loss: 0.0311886 | val_loss: 0.0312121 | Time: 2244.69 ms
[2021-09-24 12:14:39 main:581] : INFO : Epoch 1612 | loss: 0.0311868 | val_loss: 0.0312079 | Time: 2354.6 ms
[2021-09-24 12:14:41 main:581] : INFO : Epoch 1613 | loss: 0.0311841 | val_loss: 0.0312073 | Time: 2036.18 ms
[2021-09-24 12:14:43 main:581] : INFO : Epoch 1614 | loss: 0.0311841 | val_loss: 0.0312048 | Time: 1877.32 ms
[2021-09-24 12:14:45 main:581] : INFO : Epoch 1615 | loss: 0.0311831 | val_loss: 0.0312066 | Time: 2023.32 ms
[2021-09-24 12:14:47 main:581] : INFO : Epoch 1616 | loss: 0.031183 | val_loss: 0.0312118 | Time: 2026.86 ms
[2021-09-24 12:14:49 main:581] : INFO : Epoch 1617 | loss: 0.0311838 | val_loss: 0.0312074 | Time: 2021.37 ms
[2021-09-24 12:14:51 main:581] : INFO : Epoch 1618 | loss: 0.0311833 | val_loss: 0.0312074 | Time: 2015.98 ms
[2021-09-24 12:14:53 main:581] : INFO : Epoch 1619 | loss: 0.0311819 | val_loss: 0.0312071 | Time: 1991.61 ms
[2021-09-24 12:14:55 main:581] : INFO : Epoch 1620 | loss: 0.0311829 | val_loss: 0.0312071 | Time: 1961.12 ms
[2021-09-24 12:14:57 main:581] : INFO : Epoch 1621 | loss: 0.0311824 | val_loss: 0.0312083 | Time: 1996.85 ms
[2021-09-24 12:15:00 main:581] : INFO : Epoch 1622 | loss: 0.0311835 | val_loss: 0.031207 | Time: 2226.86 ms
[2021-09-24 12:15:02 main:581] : INFO : Epoch 1623 | loss: 0.0311828 | val_loss: 0.0312077 | Time: 2089.41 ms
[2021-09-24 12:15:04 main:581] : INFO : Epoch 1624 | loss: 0.0311817 | val_loss: 0.0312063 | Time: 2421.39 ms
[2021-09-24 12:15:06 main:581] : INFO : Epoch 1625 | loss: 0.0311816 | val_loss: 0.0312078 | Time: 1922.09 ms
[2021-09-24 12:15:08 main:581] : INFO : Epoch 1626 | loss: 0.0311824 | val_loss: 0.0312074 | Time: 2306.26 ms
[2021-09-24 12:15:11 main:581] : INFO : Epoch 1627 | loss: 0.0311819 | val_loss: 0.0312095 | Time: 2360.88 ms
[2021-09-24 12:15:13 main:581] : INFO : Epoch 1628 | loss: 0.0311831 | val_loss: 0.0312115 | Time: 2171.64 ms
[2021-09-24 12:15:15 main:581] : INFO : Epoch 1629 | loss: 0.0311857 | val_loss: 0.0312081 | Time: 2260.04 ms
[2021-09-24 12:15:17 main:581] : INFO : Epoch 1630 | loss: 0.0311859 | val_loss: 0.0312156 | Time: 2369.7 ms
[2021-09-24 12:15:20 main:581] : INFO : Epoch 1631 | loss: 0.0311856 | val_loss: 0.0312102 | Time: 2123.3 ms
[2021-09-24 12:15:22 main:581] : INFO : Epoch 1632 | loss: 0.0311846 | val_loss: 0.031208 | Time: 2019.88 ms
[2021-09-24 12:15:24 main:581] : INFO : Epoch 1633 | loss: 0.0311811 | val_loss: 0.031205 | Time: 2281.34 ms
[2021-09-24 12:15:26 main:581] : INFO : Epoch 1634 | loss: 0.0311795 | val_loss: 0.0312083 | Time: 2234.3 ms
[2021-09-24 12:15:28 main:581] : INFO : Epoch 1635 | loss: 0.0311804 | val_loss: 0.0312063 | Time: 2012.38 ms
[2021-09-24 12:15:30 main:581] : INFO : Epoch 1636 | loss: 0.0311807 | val_loss: 0.031207 | Time: 2220.39 ms
[2021-09-24 12:15:33 main:581] : INFO : Epoch 1637 | loss: 0.0311802 | val_loss: 0.0312111 | Time: 2180.23 ms
[2021-09-24 12:15:35 main:581] : INFO : Epoch 1638 | loss: 0.0311825 | val_loss: 0.0312129 | Time: 2111.55 ms
[2021-09-24 12:15:37 main:581] : INFO : Epoch 1639 | loss: 0.0311818 | val_loss: 0.0312113 | Time: 2272.22 ms
[2021-09-24 12:15:39 main:581] : INFO : Epoch 1640 | loss: 0.0311816 | val_loss: 0.0312038 | Time: 2178.11 ms
[2021-09-24 12:15:41 main:581] : INFO : Epoch 1641 | loss: 0.031182 | val_loss: 0.0312076 | Time: 2010.78 ms
[2021-09-24 12:15:43 main:581] : INFO : Epoch 1642 | loss: 0.0311815 | val_loss: 0.0312088 | Time: 1961.71 ms
[2021-09-24 12:15:45 main:581] : INFO : Epoch 1643 | loss: 0.0311788 | val_loss: 0.0312091 | Time: 1820.56 ms
[2021-09-24 12:15:47 main:581] : INFO : Epoch 1644 | loss: 0.0311792 | val_loss: 0.0312104 | Time: 1935.58 ms
[2021-09-24 12:15:49 main:581] : INFO : Epoch 1645 | loss: 0.0311787 | val_loss: 0.0312107 | Time: 2069.52 ms
[2021-09-24 12:15:51 main:581] : INFO : Epoch 1646 | loss: 0.0311778 | val_loss: 0.0312108 | Time: 2130.89 ms
[2021-09-24 12:15:53 main:581] : INFO : Epoch 1647 | loss: 0.0311796 | val_loss: 0.0312081 | Time: 2221.95 ms
[2021-09-24 12:15:55 main:581] : INFO : Epoch 1648 | loss: 0.0311797 | val_loss: 0.0312063 | Time: 2114.7 ms
[2021-09-24 12:15:58 main:581] : INFO : Epoch 1649 | loss: 0.0311811 | val_loss: 0.0312075 | Time: 2148.64 ms
[2021-09-24 12:16:00 main:581] : INFO : Epoch 1650 | loss: 0.0311801 | val_loss: 0.0312069 | Time: 2275.68 ms
[2021-09-24 12:16:02 main:581] : INFO : Epoch 1651 | loss: 0.0311783 | val_loss: 0.0312122 | Time: 2160.46 ms
[2021-09-24 12:16:04 main:581] : INFO : Epoch 1652 | loss: 0.0311811 | val_loss: 0.0312027 | Time: 2193.49 ms
[2021-09-24 12:16:06 main:581] : INFO : Epoch 1653 | loss: 0.0311813 | val_loss: 0.0312135 | Time: 2122.73 ms
[2021-09-24 12:16:08 main:581] : INFO : Epoch 1654 | loss: 0.03118 | val_loss: 0.0312075 | Time: 1943.55 ms
[2021-09-24 12:16:10 main:581] : INFO : Epoch 1655 | loss: 0.0311806 | val_loss: 0.03121 | Time: 2242.3 ms
[2021-09-24 12:16:13 main:581] : INFO : Epoch 1656 | loss: 0.0311793 | val_loss: 0.0312078 | Time: 2175.29 ms
[2021-09-24 12:16:15 main:581] : INFO : Epoch 1657 | loss: 0.0311786 | val_loss: 0.0312078 | Time: 2144.48 ms
[2021-09-24 12:16:17 main:581] : INFO : Epoch 1658 | loss: 0.0311795 | val_loss: 0.0312065 | Time: 2179.88 ms
[2021-09-24 12:16:19 main:581] : INFO : Epoch 1659 | loss: 0.0311868 | val_loss: 0.031207 | Time: 2097.15 ms
[2021-09-24 12:16:21 main:581] : INFO : Epoch 1660 | loss: 0.0311836 | val_loss: 0.0312097 | Time: 2147.72 ms
[2021-09-24 12:16:23 main:581] : INFO : Epoch 1661 | loss: 0.0311833 | val_loss: 0.0312091 | Time: 2133.2 ms
[2021-09-24 12:16:25 main:581] : INFO : Epoch 1662 | loss: 0.0311817 | val_loss: 0.0312087 | Time: 2048.5 ms
[2021-09-24 12:16:27 main:581] : INFO : Epoch 1663 | loss: 0.0311822 | val_loss: 0.0312064 | Time: 2031.3 ms
[2021-09-24 12:16:29 main:581] : INFO : Epoch 1664 | loss: 0.0311808 | val_loss: 0.0312069 | Time: 2059.25 ms
[2021-09-24 12:16:31 main:581] : INFO : Epoch 1665 | loss: 0.0311814 | val_loss: 0.0312048 | Time: 2001.66 ms
[2021-09-24 12:16:33 main:581] : INFO : Epoch 1666 | loss: 0.0311824 | val_loss: 0.0312066 | Time: 1964.6 ms
[2021-09-24 12:16:35 main:581] : INFO : Epoch 1667 | loss: 0.0311839 | val_loss: 0.0312078 | Time: 1877.03 ms
[2021-09-24 12:16:37 main:581] : INFO : Epoch 1668 | loss: 0.0311873 | val_loss: 0.0312058 | Time: 2100.17 ms
[2021-09-24 12:16:40 main:581] : INFO : Epoch 1669 | loss: 0.0311832 | val_loss: 0.0312039 | Time: 2574.41 ms
[2021-09-24 12:16:42 main:581] : INFO : Epoch 1670 | loss: 0.0311849 | val_loss: 0.0312037 | Time: 2368.46 ms
[2021-09-24 12:16:45 main:581] : INFO : Epoch 1671 | loss: 0.0311852 | val_loss: 0.031202 | Time: 2352.73 ms
[2021-09-24 12:16:47 main:581] : INFO : Epoch 1672 | loss: 0.0311825 | val_loss: 0.0311994 | Time: 2297.82 ms
[2021-09-24 12:16:50 main:581] : INFO : Epoch 1673 | loss: 0.0311806 | val_loss: 0.0312024 | Time: 2605.26 ms
[2021-09-24 12:16:52 main:581] : INFO : Epoch 1674 | loss: 0.0311805 | val_loss: 0.0312083 | Time: 2383.41 ms
[2021-09-24 12:16:54 main:581] : INFO : Epoch 1675 | loss: 0.0312108 | val_loss: 0.0312151 | Time: 2183.98 ms
[2021-09-24 12:16:56 main:581] : INFO : Epoch 1676 | loss: 0.0312117 | val_loss: 0.0312119 | Time: 2090.45 ms
[2021-09-24 12:16:59 main:581] : INFO : Epoch 1677 | loss: 0.0312065 | val_loss: 0.031208 | Time: 2352.72 ms
[2021-09-24 12:17:01 main:581] : INFO : Epoch 1678 | loss: 0.0312031 | val_loss: 0.0312054 | Time: 2194.59 ms
[2021-09-24 12:17:03 main:581] : INFO : Epoch 1679 | loss: 0.0312015 | val_loss: 0.0312048 | Time: 2563.63 ms
[2021-09-24 12:17:06 main:581] : INFO : Epoch 1680 | loss: 0.0312001 | val_loss: 0.0312046 | Time: 2358.81 ms
[2021-09-24 12:17:08 main:581] : INFO : Epoch 1681 | loss: 0.0311988 | val_loss: 0.0312043 | Time: 2389.45 ms
[2021-09-24 12:17:10 main:581] : INFO : Epoch 1682 | loss: 0.0311975 | val_loss: 0.0312047 | Time: 2316.81 ms
[2021-09-24 12:17:13 main:581] : INFO : Epoch 1683 | loss: 0.0311957 | val_loss: 0.0312041 | Time: 2199.18 ms
[2021-09-24 12:17:15 main:581] : INFO : Epoch 1684 | loss: 0.0311954 | val_loss: 0.0312032 | Time: 2156.94 ms
[2021-09-24 12:17:17 main:581] : INFO : Epoch 1685 | loss: 0.0311942 | val_loss: 0.0312023 | Time: 2067.39 ms
[2021-09-24 12:17:19 main:581] : INFO : Epoch 1686 | loss: 0.031196 | val_loss: 0.0312012 | Time: 2247.26 ms
[2021-09-24 12:17:21 main:581] : INFO : Epoch 1687 | loss: 0.0311934 | val_loss: 0.0312032 | Time: 2317.47 ms
[2021-09-24 12:17:24 main:581] : INFO : Epoch 1688 | loss: 0.0311929 | val_loss: 0.0312003 | Time: 2445.65 ms
[2021-09-24 12:17:26 main:581] : INFO : Epoch 1689 | loss: 0.0311922 | val_loss: 0.0311997 | Time: 2375.64 ms
[2021-09-24 12:17:29 main:581] : INFO : Epoch 1690 | loss: 0.0311916 | val_loss: 0.0312009 | Time: 2385.96 ms
[2021-09-24 12:17:31 main:581] : INFO : Epoch 1691 | loss: 0.0311921 | val_loss: 0.0312022 | Time: 2083.62 ms
[2021-09-24 12:17:33 main:581] : INFO : Epoch 1692 | loss: 0.0311927 | val_loss: 0.0312029 | Time: 2185.08 ms
[2021-09-24 12:17:35 main:581] : INFO : Epoch 1693 | loss: 0.0311917 | val_loss: 0.0312013 | Time: 2220.32 ms
[2021-09-24 12:17:37 main:581] : INFO : Epoch 1694 | loss: 0.0311915 | val_loss: 0.0312031 | Time: 2092.56 ms
[2021-09-24 12:17:39 main:581] : INFO : Epoch 1695 | loss: 0.0311906 | val_loss: 0.0311999 | Time: 2105.48 ms
[2021-09-24 12:17:42 main:581] : INFO : Epoch 1696 | loss: 0.0311888 | val_loss: 0.0312012 | Time: 2156.41 ms
[2021-09-24 12:17:44 main:581] : INFO : Epoch 1697 | loss: 0.0311898 | val_loss: 0.0312027 | Time: 2162.87 ms
[2021-09-24 12:17:46 main:581] : INFO : Epoch 1698 | loss: 0.0311895 | val_loss: 0.0312019 | Time: 2281.08 ms
[2021-09-24 12:17:48 main:581] : INFO : Epoch 1699 | loss: 0.0311897 | val_loss: 0.0312007 | Time: 2162.76 ms
[2021-09-24 12:17:50 main:581] : INFO : Epoch 1700 | loss: 0.0311877 | val_loss: 0.0312007 | Time: 2080.57 ms
[2021-09-24 12:17:52 main:581] : INFO : Epoch 1701 | loss: 0.0311871 | val_loss: 0.0312004 | Time: 2256.73 ms
[2021-09-24 12:17:55 main:581] : INFO : Epoch 1702 | loss: 0.0311885 | val_loss: 0.0312006 | Time: 2330.86 ms
[2021-09-24 12:17:57 main:581] : INFO : Epoch 1703 | loss: 0.0311871 | val_loss: 0.0312027 | Time: 2084.28 ms
[2021-09-24 12:17:59 main:581] : INFO : Epoch 1704 | loss: 0.0311866 | val_loss: 0.0312038 | Time: 1931.47 ms
[2021-09-24 12:18:01 main:581] : INFO : Epoch 1705 | loss: 0.0311888 | val_loss: 0.0312019 | Time: 2067.42 ms
[2021-09-24 12:18:03 main:581] : INFO : Epoch 1706 | loss: 0.0311873 | val_loss: 0.0311995 | Time: 1949.95 ms
[2021-09-24 12:18:05 main:581] : INFO : Epoch 1707 | loss: 0.0311867 | val_loss: 0.0312005 | Time: 2103.4 ms
[2021-09-24 12:18:07 main:581] : INFO : Epoch 1708 | loss: 0.0311863 | val_loss: 0.0311991 | Time: 2122.47 ms
[2021-09-24 12:18:09 main:581] : INFO : Epoch 1709 | loss: 0.0311853 | val_loss: 0.0312014 | Time: 2271.27 ms
[2021-09-24 12:18:11 main:581] : INFO : Epoch 1710 | loss: 0.0311868 | val_loss: 0.0312019 | Time: 2009.48 ms
[2021-09-24 12:18:14 main:581] : INFO : Epoch 1711 | loss: 0.0311873 | val_loss: 0.0312004 | Time: 2313.13 ms
[2021-09-24 12:18:16 main:581] : INFO : Epoch 1712 | loss: 0.031186 | val_loss: 0.0312005 | Time: 2096.6 ms
[2021-09-24 12:18:18 main:581] : INFO : Epoch 1713 | loss: 0.0311908 | val_loss: 0.0311987 | Time: 1929.59 ms
[2021-09-24 12:18:20 main:581] : INFO : Epoch 1714 | loss: 0.0311893 | val_loss: 0.0311996 | Time: 2173.14 ms
[2021-09-24 12:18:22 main:581] : INFO : Epoch 1715 | loss: 0.0311902 | val_loss: 0.0312019 | Time: 1935.45 ms
[2021-09-24 12:18:24 main:581] : INFO : Epoch 1716 | loss: 0.0311872 | val_loss: 0.0311989 | Time: 1891.87 ms
[2021-09-24 12:18:26 main:581] : INFO : Epoch 1717 | loss: 0.0311853 | val_loss: 0.0311982 | Time: 1972.19 ms
[2021-09-24 12:18:28 main:581] : INFO : Epoch 1718 | loss: 0.0311833 | val_loss: 0.0311992 | Time: 2045.93 ms
[2021-09-24 12:18:30 main:581] : INFO : Epoch 1719 | loss: 0.031184 | val_loss: 0.0311999 | Time: 2105.17 ms
[2021-09-24 12:18:32 main:581] : INFO : Epoch 1720 | loss: 0.0311831 | val_loss: 0.0312007 | Time: 1946.04 ms
[2021-09-24 12:18:34 main:581] : INFO : Epoch 1721 | loss: 0.0311838 | val_loss: 0.0312004 | Time: 2174.97 ms
[2021-09-24 12:18:36 main:581] : INFO : Epoch 1722 | loss: 0.0311848 | val_loss: 0.031207 | Time: 1949.63 ms
[2021-09-24 12:18:38 main:581] : INFO : Epoch 1723 | loss: 0.0312076 | val_loss: 0.031219 | Time: 2435.34 ms
[2021-09-24 12:18:40 main:581] : INFO : Epoch 1724 | loss: 0.0399459 | val_loss: 0.0346933 | Time: 2117.79 ms
[2021-09-24 12:18:42 main:581] : INFO : Epoch 1725 | loss: 0.0571643 | val_loss: 0.0336988 | Time: 1988.51 ms
[2021-09-24 12:18:44 main:581] : INFO : Epoch 1726 | loss: 0.0320524 | val_loss: 0.0315743 | Time: 1967.99 ms
[2021-09-24 12:18:47 main:581] : INFO : Epoch 1727 | loss: 0.0314937 | val_loss: 0.0313653 | Time: 2264.21 ms
[2021-09-24 12:18:49 main:581] : INFO : Epoch 1728 | loss: 0.0313027 | val_loss: 0.0312702 | Time: 2086.31 ms
[2021-09-24 12:18:51 main:581] : INFO : Epoch 1729 | loss: 0.03127 | val_loss: 0.0312619 | Time: 2097.72 ms
[2021-09-24 12:18:53 main:581] : INFO : Epoch 1730 | loss: 0.0312594 | val_loss: 0.0312594 | Time: 2161.74 ms
[2021-09-24 12:18:55 main:581] : INFO : Epoch 1731 | loss: 0.0312609 | val_loss: 0.0312573 | Time: 2151.73 ms
[2021-09-24 12:18:57 main:581] : INFO : Epoch 1732 | loss: 0.0312577 | val_loss: 0.0312613 | Time: 2100.38 ms
[2021-09-24 12:18:59 main:581] : INFO : Epoch 1733 | loss: 0.0312601 | val_loss: 0.031258 | Time: 2247.28 ms
[2021-09-24 12:19:02 main:581] : INFO : Epoch 1734 | loss: 0.0312582 | val_loss: 0.0312542 | Time: 2046.79 ms
[2021-09-24 12:19:04 main:581] : INFO : Epoch 1735 | loss: 0.0312547 | val_loss: 0.0312557 | Time: 2137.05 ms
[2021-09-24 12:19:06 main:581] : INFO : Epoch 1736 | loss: 0.0312553 | val_loss: 0.0312546 | Time: 2209.25 ms
[2021-09-24 12:19:08 main:581] : INFO : Epoch 1737 | loss: 0.0312546 | val_loss: 0.031253 | Time: 2116.46 ms
[2021-09-24 12:19:10 main:581] : INFO : Epoch 1738 | loss: 0.031254 | val_loss: 0.0312542 | Time: 2177.83 ms
[2021-09-24 12:19:12 main:581] : INFO : Epoch 1739 | loss: 0.0312555 | val_loss: 0.0312599 | Time: 1862.88 ms
[2021-09-24 12:19:14 main:581] : INFO : Epoch 1740 | loss: 0.0312555 | val_loss: 0.0312524 | Time: 1940.81 ms
[2021-09-24 12:19:16 main:581] : INFO : Epoch 1741 | loss: 0.0312531 | val_loss: 0.0312545 | Time: 2113.25 ms
[2021-09-24 12:19:18 main:581] : INFO : Epoch 1742 | loss: 0.0312538 | val_loss: 0.0312525 | Time: 1894.66 ms
[2021-09-24 12:19:20 main:581] : INFO : Epoch 1743 | loss: 0.0312537 | val_loss: 0.0312523 | Time: 1918.67 ms
[2021-09-24 12:19:22 main:581] : INFO : Epoch 1744 | loss: 0.0312536 | val_loss: 0.0312533 | Time: 2077.4 ms
[2021-09-24 12:19:24 main:581] : INFO : Epoch 1745 | loss: 0.0312529 | val_loss: 0.0312517 | Time: 1868.54 ms
[2021-09-24 12:19:26 main:581] : INFO : Epoch 1746 | loss: 0.0312526 | val_loss: 0.0312519 | Time: 1824.52 ms
[2021-09-24 12:19:28 main:581] : INFO : Epoch 1747 | loss: 0.0312519 | val_loss: 0.0312517 | Time: 1923.28 ms
[2021-09-24 12:19:30 main:581] : INFO : Epoch 1748 | loss: 0.0312521 | val_loss: 0.0312524 | Time: 2018.37 ms
[2021-09-24 12:19:32 main:581] : INFO : Epoch 1749 | loss: 0.0312523 | val_loss: 0.0312511 | Time: 2135.15 ms
[2021-09-24 12:19:34 main:581] : INFO : Epoch 1750 | loss: 0.031253 | val_loss: 0.0312511 | Time: 2180.26 ms
[2021-09-24 12:19:36 main:581] : INFO : Epoch 1751 | loss: 0.031254 | val_loss: 0.0312518 | Time: 2209.35 ms
[2021-09-24 12:19:38 main:581] : INFO : Epoch 1752 | loss: 0.0312523 | val_loss: 0.0312527 | Time: 2346.44 ms
[2021-09-24 12:19:41 main:581] : INFO : Epoch 1753 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 2239.74 ms
[2021-09-24 12:19:43 main:581] : INFO : Epoch 1754 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 2180.12 ms
[2021-09-24 12:19:45 main:581] : INFO : Epoch 1755 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 2229.64 ms
[2021-09-24 12:19:47 main:581] : INFO : Epoch 1756 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 2064.01 ms
[2021-09-24 12:19:49 main:581] : INFO : Epoch 1757 | loss: 0.0312515 | val_loss: 0.031253 | Time: 1996.28 ms
[2021-09-24 12:19:51 main:581] : INFO : Epoch 1758 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 1874.65 ms
[2021-09-24 12:19:53 main:581] : INFO : Epoch 1759 | loss: 0.031251 | val_loss: 0.0312522 | Time: 2153.52 ms
[2021-09-24 12:19:55 main:581] : INFO : Epoch 1760 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 1927.26 ms
[2021-09-24 12:19:57 main:581] : INFO : Epoch 1761 | loss: 0.0312527 | val_loss: 0.0312509 | Time: 1979.04 ms
[2021-09-24 12:19:59 main:581] : INFO : Epoch 1762 | loss: 0.0312533 | val_loss: 0.0312541 | Time: 2156.34 ms
[2021-09-24 12:20:02 main:581] : INFO : Epoch 1763 | loss: 0.0312528 | val_loss: 0.0312512 | Time: 2465.08 ms
[2021-09-24 12:20:04 main:581] : INFO : Epoch 1764 | loss: 0.0312516 | val_loss: 0.0312514 | Time: 2178.95 ms
[2021-09-24 12:20:06 main:581] : INFO : Epoch 1765 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 2341.67 ms
[2021-09-24 12:20:09 main:581] : INFO : Epoch 1766 | loss: 0.031252 | val_loss: 0.0312509 | Time: 2245.4 ms
[2021-09-24 12:20:11 main:581] : INFO : Epoch 1767 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 2296.03 ms
[2021-09-24 12:20:13 main:581] : INFO : Epoch 1768 | loss: 0.0312518 | val_loss: 0.0312503 | Time: 2334.86 ms
[2021-09-24 12:20:16 main:581] : INFO : Epoch 1769 | loss: 0.0312524 | val_loss: 0.0312515 | Time: 2479.04 ms
[2021-09-24 12:20:18 main:581] : INFO : Epoch 1770 | loss: 0.0312515 | val_loss: 0.0312499 | Time: 2474.85 ms
[2021-09-24 12:20:20 main:581] : INFO : Epoch 1771 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2102.75 ms
[2021-09-24 12:20:22 main:581] : INFO : Epoch 1772 | loss: 0.0312519 | val_loss: 0.0312506 | Time: 2207.85 ms
[2021-09-24 12:20:25 main:581] : INFO : Epoch 1773 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 2360.85 ms
[2021-09-24 12:20:27 main:581] : INFO : Epoch 1774 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2397.33 ms
[2021-09-24 12:20:30 main:581] : INFO : Epoch 1775 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2505.06 ms
[2021-09-24 12:20:32 main:581] : INFO : Epoch 1776 | loss: 0.0312513 | val_loss: 0.0312533 | Time: 2365.56 ms
[2021-09-24 12:20:34 main:581] : INFO : Epoch 1777 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2297.7 ms
[2021-09-24 12:20:37 main:581] : INFO : Epoch 1778 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2479.86 ms
[2021-09-24 12:20:39 main:581] : INFO : Epoch 1779 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2378.86 ms
[2021-09-24 12:20:41 main:581] : INFO : Epoch 1780 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2191.89 ms
[2021-09-24 12:20:44 main:581] : INFO : Epoch 1781 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 2143.65 ms
[2021-09-24 12:20:46 main:581] : INFO : Epoch 1782 | loss: 0.0312529 | val_loss: 0.0312508 | Time: 2203.05 ms
[2021-09-24 12:20:48 main:581] : INFO : Epoch 1783 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 2026.05 ms
[2021-09-24 12:20:50 main:581] : INFO : Epoch 1784 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1963 ms
[2021-09-24 12:20:52 main:581] : INFO : Epoch 1785 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2004.86 ms
[2021-09-24 12:20:54 main:581] : INFO : Epoch 1786 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2009.24 ms
[2021-09-24 12:20:56 main:581] : INFO : Epoch 1787 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2064.05 ms
[2021-09-24 12:20:58 main:581] : INFO : Epoch 1788 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 2065 ms
[2021-09-24 12:21:00 main:581] : INFO : Epoch 1789 | loss: 0.0312509 | val_loss: 0.0312495 | Time: 1993.06 ms
[2021-09-24 12:21:02 main:581] : INFO : Epoch 1790 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 2142.4 ms
[2021-09-24 12:21:04 main:581] : INFO : Epoch 1791 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2079.99 ms
[2021-09-24 12:21:06 main:581] : INFO : Epoch 1792 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 1863.47 ms
[2021-09-24 12:21:08 main:581] : INFO : Epoch 1793 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 2324.91 ms
[2021-09-24 12:21:11 main:581] : INFO : Epoch 1794 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 2210.08 ms
[2021-09-24 12:21:13 main:581] : INFO : Epoch 1795 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 2168.47 ms
[2021-09-24 12:21:15 main:581] : INFO : Epoch 1796 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2095.5 ms
[2021-09-24 12:21:17 main:581] : INFO : Epoch 1797 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2172.73 ms
[2021-09-24 12:21:19 main:581] : INFO : Epoch 1798 | loss: 0.0312498 | val_loss: 0.0312533 | Time: 1961.62 ms
[2021-09-24 12:21:21 main:581] : INFO : Epoch 1799 | loss: 0.0312513 | val_loss: 0.0312495 | Time: 1959.7 ms
[2021-09-24 12:21:23 main:581] : INFO : Epoch 1800 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 2039.23 ms
[2021-09-24 12:21:25 main:581] : INFO : Epoch 1801 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1956.44 ms
[2021-09-24 12:21:27 main:581] : INFO : Epoch 1802 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 2264.97 ms
[2021-09-24 12:21:29 main:581] : INFO : Epoch 1803 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2030.55 ms
[2021-09-24 12:21:31 main:581] : INFO : Epoch 1804 | loss: 0.0312507 | val_loss: 0.0312548 | Time: 2060.87 ms
[2021-09-24 12:21:33 main:581] : INFO : Epoch 1805 | loss: 0.0312535 | val_loss: 0.0312499 | Time: 2226.89 ms
[2021-09-24 12:21:36 main:581] : INFO : Epoch 1806 | loss: 0.0312515 | val_loss: 0.0312493 | Time: 2146.4 ms
[2021-09-24 12:21:38 main:581] : INFO : Epoch 1807 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 2313.23 ms
[2021-09-24 12:21:40 main:581] : INFO : Epoch 1808 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 2113.47 ms
[2021-09-24 12:21:42 main:581] : INFO : Epoch 1809 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2076.06 ms
[2021-09-24 12:21:44 main:581] : INFO : Epoch 1810 | loss: 0.0312521 | val_loss: 0.0312528 | Time: 1928.12 ms
[2021-09-24 12:21:46 main:581] : INFO : Epoch 1811 | loss: 0.0312503 | val_loss: 0.031249 | Time: 2040.31 ms
[2021-09-24 12:21:48 main:581] : INFO : Epoch 1812 | loss: 0.0312497 | val_loss: 0.031249 | Time: 2210.12 ms
[2021-09-24 12:21:50 main:581] : INFO : Epoch 1813 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2085.87 ms
[2021-09-24 12:21:53 main:581] : INFO : Epoch 1814 | loss: 0.0312508 | val_loss: 0.031256 | Time: 2266.84 ms
[2021-09-24 12:21:55 main:581] : INFO : Epoch 1815 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 2234.95 ms
[2021-09-24 12:21:57 main:581] : INFO : Epoch 1816 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 2149.79 ms
[2021-09-24 12:21:59 main:581] : INFO : Epoch 1817 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 2108.04 ms
[2021-09-24 12:22:01 main:581] : INFO : Epoch 1818 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 1994.79 ms
[2021-09-24 12:22:03 main:581] : INFO : Epoch 1819 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2107.64 ms
[2021-09-24 12:22:05 main:581] : INFO : Epoch 1820 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1882.37 ms
[2021-09-24 12:22:07 main:581] : INFO : Epoch 1821 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1756.38 ms
[2021-09-24 12:22:09 main:581] : INFO : Epoch 1822 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1941.23 ms
[2021-09-24 12:22:11 main:581] : INFO : Epoch 1823 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1976.82 ms
[2021-09-24 12:22:13 main:581] : INFO : Epoch 1824 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1996.91 ms
[2021-09-24 12:22:15 main:581] : INFO : Epoch 1825 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2080.92 ms
[2021-09-24 12:22:17 main:581] : INFO : Epoch 1826 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1915.69 ms
[2021-09-24 12:22:19 main:581] : INFO : Epoch 1827 | loss: 0.0312504 | val_loss: 0.0312528 | Time: 2113.76 ms
[2021-09-24 12:22:21 main:581] : INFO : Epoch 1828 | loss: 0.03125 | val_loss: 0.03125 | Time: 2027.75 ms
[2021-09-24 12:22:23 main:581] : INFO : Epoch 1829 | loss: 0.0312517 | val_loss: 0.0312493 | Time: 1925.52 ms
[2021-09-24 12:22:25 main:581] : INFO : Epoch 1830 | loss: 0.0312496 | val_loss: 0.031249 | Time: 2155.22 ms
[2021-09-24 12:22:27 main:581] : INFO : Epoch 1831 | loss: 0.0312498 | val_loss: 0.031249 | Time: 2137.11 ms
[2021-09-24 12:22:29 main:581] : INFO : Epoch 1832 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2159.5 ms
[2021-09-24 12:22:31 main:581] : INFO : Epoch 1833 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2164.19 ms
[2021-09-24 12:22:34 main:581] : INFO : Epoch 1834 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2314.36 ms
[2021-09-24 12:22:36 main:581] : INFO : Epoch 1835 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2283.91 ms
[2021-09-24 12:22:39 main:581] : INFO : Epoch 1836 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 2568.59 ms
[2021-09-24 12:22:41 main:581] : INFO : Epoch 1837 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 2199.08 ms
[2021-09-24 12:22:43 main:581] : INFO : Epoch 1838 | loss: 0.0312512 | val_loss: 0.0312486 | Time: 2493.84 ms
[2021-09-24 12:22:46 main:581] : INFO : Epoch 1839 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2380.53 ms
[2021-09-24 12:22:48 main:581] : INFO : Epoch 1840 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 2351.44 ms
[2021-09-24 12:22:50 main:581] : INFO : Epoch 1841 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 2005.16 ms
[2021-09-24 12:22:52 main:581] : INFO : Epoch 1842 | loss: 0.0312491 | val_loss: 0.03125 | Time: 2222.06 ms
[2021-09-24 12:22:54 main:581] : INFO : Epoch 1843 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 2077.16 ms
[2021-09-24 12:22:56 main:581] : INFO : Epoch 1844 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1827.06 ms
[2021-09-24 12:22:58 main:581] : INFO : Epoch 1845 | loss: 0.03125 | val_loss: 0.0312486 | Time: 2189.36 ms
[2021-09-24 12:23:00 main:581] : INFO : Epoch 1846 | loss: 0.031249 | val_loss: 0.031249 | Time: 2091.81 ms
[2021-09-24 12:23:03 main:581] : INFO : Epoch 1847 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 2089.06 ms
[2021-09-24 12:23:05 main:581] : INFO : Epoch 1848 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 2304.1 ms
[2021-09-24 12:23:07 main:581] : INFO : Epoch 1849 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2238.24 ms
[2021-09-24 12:23:09 main:581] : INFO : Epoch 1850 | loss: 0.0312504 | val_loss: 0.0312483 | Time: 2028.52 ms
[2021-09-24 12:23:12 main:581] : INFO : Epoch 1851 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2886.3 ms
[2021-09-24 12:23:14 main:581] : INFO : Epoch 1852 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2354.38 ms
[2021-09-24 12:23:17 main:581] : INFO : Epoch 1853 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2472.23 ms
[2021-09-24 12:23:19 main:581] : INFO : Epoch 1854 | loss: 0.031249 | val_loss: 0.0312504 | Time: 2387.54 ms
[2021-09-24 12:23:22 main:581] : INFO : Epoch 1855 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 2345.48 ms
[2021-09-24 12:23:24 main:581] : INFO : Epoch 1856 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 2168.24 ms
[2021-09-24 12:23:26 main:581] : INFO : Epoch 1857 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 2429.42 ms
[2021-09-24 12:23:28 main:581] : INFO : Epoch 1858 | loss: 0.0312486 | val_loss: 0.0312514 | Time: 2256.89 ms
[2021-09-24 12:23:31 main:581] : INFO : Epoch 1859 | loss: 0.031249 | val_loss: 0.0312503 | Time: 2090.57 ms
[2021-09-24 12:23:33 main:581] : INFO : Epoch 1860 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 2115.5 ms
[2021-09-24 12:23:35 main:581] : INFO : Epoch 1861 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1971.67 ms
[2021-09-24 12:23:37 main:581] : INFO : Epoch 1862 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1866.47 ms
[2021-09-24 12:23:38 main:581] : INFO : Epoch 1863 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1907.88 ms
[2021-09-24 12:23:41 main:581] : INFO : Epoch 1864 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 2177.26 ms
[2021-09-24 12:23:43 main:581] : INFO : Epoch 1865 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 2019.29 ms
[2021-09-24 12:23:45 main:581] : INFO : Epoch 1866 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 2170.21 ms
[2021-09-24 12:23:47 main:581] : INFO : Epoch 1867 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 2220.03 ms
[2021-09-24 12:23:49 main:581] : INFO : Epoch 1868 | loss: 0.0312513 | val_loss: 0.0312492 | Time: 2045.57 ms
[2021-09-24 12:23:51 main:581] : INFO : Epoch 1869 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 2029.03 ms
[2021-09-24 12:23:53 main:581] : INFO : Epoch 1870 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1992.84 ms
[2021-09-24 12:23:55 main:581] : INFO : Epoch 1871 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 2085.48 ms
[2021-09-24 12:23:57 main:581] : INFO : Epoch 1872 | loss: 0.0312494 | val_loss: 0.0312534 | Time: 1997.02 ms
[2021-09-24 12:23:59 main:581] : INFO : Epoch 1873 | loss: 0.0312515 | val_loss: 0.03125 | Time: 2103.62 ms
[2021-09-24 12:24:01 main:581] : INFO : Epoch 1874 | loss: 0.0312513 | val_loss: 0.0312588 | Time: 2213.25 ms
[2021-09-24 12:24:04 main:581] : INFO : Epoch 1875 | loss: 0.0312517 | val_loss: 0.0312487 | Time: 2108.65 ms
[2021-09-24 12:24:06 main:581] : INFO : Epoch 1876 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 2135.22 ms
[2021-09-24 12:24:08 main:581] : INFO : Epoch 1877 | loss: 0.0312496 | val_loss: 0.0312528 | Time: 2133.75 ms
[2021-09-24 12:24:10 main:581] : INFO : Epoch 1878 | loss: 0.0312508 | val_loss: 0.0312494 | Time: 1904.95 ms
[2021-09-24 12:24:12 main:581] : INFO : Epoch 1879 | loss: 0.0312506 | val_loss: 0.0312533 | Time: 1944.18 ms
[2021-09-24 12:24:14 main:581] : INFO : Epoch 1880 | loss: 0.0312514 | val_loss: 0.0312493 | Time: 1979.41 ms
[2021-09-24 12:24:16 main:581] : INFO : Epoch 1881 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 2016.02 ms
[2021-09-24 12:24:18 main:581] : INFO : Epoch 1882 | loss: 0.0312495 | val_loss: 0.0312479 | Time: 2026.21 ms
[2021-09-24 12:24:20 main:581] : INFO : Epoch 1883 | loss: 0.0312495 | val_loss: 0.0312585 | Time: 2067 ms
[2021-09-24 12:24:22 main:581] : INFO : Epoch 1884 | loss: 0.0312508 | val_loss: 0.0312535 | Time: 2104.9 ms
[2021-09-24 12:24:24 main:581] : INFO : Epoch 1885 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 2079.74 ms
[2021-09-24 12:24:26 main:581] : INFO : Epoch 1886 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 1790.33 ms
[2021-09-24 12:24:28 main:581] : INFO : Epoch 1887 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 2180.42 ms
[2021-09-24 12:24:30 main:581] : INFO : Epoch 1888 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 2161.67 ms
[2021-09-24 12:24:32 main:581] : INFO : Epoch 1889 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 2050.94 ms
[2021-09-24 12:24:34 main:581] : INFO : Epoch 1890 | loss: 0.0312512 | val_loss: 0.0312545 | Time: 2206.92 ms
[2021-09-24 12:24:37 main:581] : INFO : Epoch 1891 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2237.33 ms
[2021-09-24 12:24:39 main:581] : INFO : Epoch 1892 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 2103.05 ms
[2021-09-24 12:24:41 main:581] : INFO : Epoch 1893 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 2022.5 ms
[2021-09-24 12:24:42 main:581] : INFO : Epoch 1894 | loss: 0.0312501 | val_loss: 0.0312534 | Time: 1726.05 ms
[2021-09-24 12:24:44 main:581] : INFO : Epoch 1895 | loss: 0.0312506 | val_loss: 0.0312489 | Time: 1833.51 ms
[2021-09-24 12:24:46 main:581] : INFO : Epoch 1896 | loss: 0.0312496 | val_loss: 0.0312478 | Time: 2079.83 ms
[2021-09-24 12:24:49 main:581] : INFO : Epoch 1897 | loss: 0.031248 | val_loss: 0.031251 | Time: 2246.09 ms
[2021-09-24 12:24:50 main:581] : INFO : Epoch 1898 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1798.57 ms
[2021-09-24 12:24:52 main:581] : INFO : Epoch 1899 | loss: 0.0312488 | val_loss: 0.031248 | Time: 2004.79 ms
[2021-09-24 12:24:55 main:581] : INFO : Epoch 1900 | loss: 0.0312503 | val_loss: 0.0312528 | Time: 2199.63 ms
[2021-09-24 12:24:57 main:581] : INFO : Epoch 1901 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 2032.78 ms
[2021-09-24 12:24:59 main:581] : INFO : Epoch 1902 | loss: 0.0312491 | val_loss: 0.0312476 | Time: 2088.15 ms
[2021-09-24 12:25:01 main:581] : INFO : Epoch 1903 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1970.62 ms
[2021-09-24 12:25:03 main:581] : INFO : Epoch 1904 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1959.18 ms
[2021-09-24 12:25:05 main:581] : INFO : Epoch 1905 | loss: 0.0312487 | val_loss: 0.0312501 | Time: 1873.81 ms
[2021-09-24 12:25:07 main:581] : INFO : Epoch 1906 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2052.74 ms
[2021-09-24 12:25:09 main:581] : INFO : Epoch 1907 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 2021.38 ms
[2021-09-24 12:25:11 main:581] : INFO : Epoch 1908 | loss: 0.0312511 | val_loss: 0.0312483 | Time: 1904.86 ms
[2021-09-24 12:25:13 main:581] : INFO : Epoch 1909 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 2364.29 ms
[2021-09-24 12:25:15 main:581] : INFO : Epoch 1910 | loss: 0.031248 | val_loss: 0.0312486 | Time: 2263.9 ms
[2021-09-24 12:25:17 main:581] : INFO : Epoch 1911 | loss: 0.031248 | val_loss: 0.0312535 | Time: 2203.31 ms
[2021-09-24 12:25:20 main:581] : INFO : Epoch 1912 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2693.91 ms
[2021-09-24 12:25:22 main:581] : INFO : Epoch 1913 | loss: 0.0312475 | val_loss: 0.0312495 | Time: 2294.93 ms
[2021-09-24 12:25:25 main:581] : INFO : Epoch 1914 | loss: 0.0312476 | val_loss: 0.0312495 | Time: 2265.12 ms
[2021-09-24 12:25:27 main:581] : INFO : Epoch 1915 | loss: 0.0312483 | val_loss: 0.0312509 | Time: 2146.56 ms
[2021-09-24 12:25:29 main:581] : INFO : Epoch 1916 | loss: 0.0312513 | val_loss: 0.0312535 | Time: 2192.8 ms
[2021-09-24 12:25:31 main:581] : INFO : Epoch 1917 | loss: 0.0312483 | val_loss: 0.031249 | Time: 2237 ms
[2021-09-24 12:25:33 main:581] : INFO : Epoch 1918 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 2104.57 ms
[2021-09-24 12:25:36 main:581] : INFO : Epoch 1919 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 2252.98 ms
[2021-09-24 12:25:38 main:581] : INFO : Epoch 1920 | loss: 0.0312475 | val_loss: 0.031249 | Time: 2305.06 ms
[2021-09-24 12:25:40 main:581] : INFO : Epoch 1921 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 2430.53 ms
[2021-09-24 12:25:42 main:581] : INFO : Epoch 1922 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 2164.45 ms
[2021-09-24 12:25:45 main:581] : INFO : Epoch 1923 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 2427.65 ms
[2021-09-24 12:25:47 main:581] : INFO : Epoch 1924 | loss: 0.0312533 | val_loss: 0.0312488 | Time: 2170.32 ms
[2021-09-24 12:25:49 main:581] : INFO : Epoch 1925 | loss: 0.0312486 | val_loss: 0.0312517 | Time: 2118.24 ms
[2021-09-24 12:25:51 main:581] : INFO : Epoch 1926 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 2139.54 ms
[2021-09-24 12:25:53 main:581] : INFO : Epoch 1927 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 2069.78 ms
[2021-09-24 12:25:55 main:581] : INFO : Epoch 1928 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 2033.8 ms
[2021-09-24 12:25:57 main:581] : INFO : Epoch 1929 | loss: 0.0312479 | val_loss: 0.0312482 | Time: 2015.6 ms
[2021-09-24 12:26:00 main:581] : INFO : Epoch 1930 | loss: 0.031249 | val_loss: 0.0312542 | Time: 2094.24 ms
[2021-09-24 12:26:02 main:581] : INFO : Epoch 1931 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 2090.59 ms
[2021-09-24 12:26:04 main:581] : INFO : Epoch 1932 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 2220.48 ms
[2021-09-24 12:26:06 main:581] : INFO : Epoch 1933 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 2099.91 ms
[2021-09-24 12:26:08 main:581] : INFO : Epoch 1934 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 2171.39 ms
[2021-09-24 12:26:10 main:581] : INFO : Epoch 1935 | loss: 0.0312474 | val_loss: 0.031249 | Time: 2142.03 ms
[2021-09-24 12:26:13 main:581] : INFO : Epoch 1936 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 2246.07 ms
[2021-09-24 12:26:15 main:581] : INFO : Epoch 1937 | loss: 0.0312487 | val_loss: 0.0312527 | Time: 2269.91 ms
[2021-09-24 12:26:17 main:581] : INFO : Epoch 1938 | loss: 0.0312526 | val_loss: 0.0312549 | Time: 1957.44 ms
[2021-09-24 12:26:19 main:581] : INFO : Epoch 1939 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1997.26 ms
[2021-09-24 12:26:21 main:581] : INFO : Epoch 1940 | loss: 0.0312493 | val_loss: 0.0312536 | Time: 2184.02 ms
[2021-09-24 12:26:23 main:581] : INFO : Epoch 1941 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 1920.6 ms
[2021-09-24 12:26:25 main:581] : INFO : Epoch 1942 | loss: 0.031248 | val_loss: 0.0312495 | Time: 2270.34 ms
[2021-09-24 12:26:27 main:581] : INFO : Epoch 1943 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 2117.41 ms
[2021-09-24 12:26:29 main:581] : INFO : Epoch 1944 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1881.37 ms
[2021-09-24 12:26:31 main:581] : INFO : Epoch 1945 | loss: 0.0312481 | val_loss: 0.0312531 | Time: 2082.16 ms
[2021-09-24 12:26:33 main:581] : INFO : Epoch 1946 | loss: 0.0312492 | val_loss: 0.0312481 | Time: 1967.99 ms
[2021-09-24 12:26:35 main:581] : INFO : Epoch 1947 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1961.27 ms
[2021-09-24 12:26:37 main:581] : INFO : Epoch 1948 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 2049.67 ms
[2021-09-24 12:26:39 main:581] : INFO : Epoch 1949 | loss: 0.0312499 | val_loss: 0.031254 | Time: 2009.86 ms
[2021-09-24 12:26:41 main:581] : INFO : Epoch 1950 | loss: 0.0312496 | val_loss: 0.0312473 | Time: 1948.85 ms
[2021-09-24 12:26:43 main:581] : INFO : Epoch 1951 | loss: 0.0312476 | val_loss: 0.0312536 | Time: 2074.92 ms
[2021-09-24 12:26:45 main:581] : INFO : Epoch 1952 | loss: 0.031248 | val_loss: 0.0312487 | Time: 1986.72 ms
[2021-09-24 12:26:47 main:581] : INFO : Epoch 1953 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 1878.37 ms
[2021-09-24 12:26:49 main:581] : INFO : Epoch 1954 | loss: 0.0312493 | val_loss: 0.0312476 | Time: 2062.82 ms
[2021-09-24 12:26:51 main:581] : INFO : Epoch 1955 | loss: 0.0312493 | val_loss: 0.0312473 | Time: 1973.81 ms
[2021-09-24 12:26:53 main:581] : INFO : Epoch 1956 | loss: 0.0312515 | val_loss: 0.0312525 | Time: 1814.52 ms
[2021-09-24 12:26:55 main:581] : INFO : Epoch 1957 | loss: 0.0312496 | val_loss: 0.0312479 | Time: 2059.22 ms
[2021-09-24 12:26:57 main:581] : INFO : Epoch 1958 | loss: 0.0312487 | val_loss: 0.031249 | Time: 2245.57 ms
[2021-09-24 12:27:00 main:581] : INFO : Epoch 1959 | loss: 0.0312519 | val_loss: 0.0312559 | Time: 2277.22 ms
[2021-09-24 12:27:02 main:581] : INFO : Epoch 1960 | loss: 0.0312544 | val_loss: 0.0312556 | Time: 2008.57 ms
[2021-09-24 12:27:04 main:581] : INFO : Epoch 1961 | loss: 0.0312497 | val_loss: 0.0312476 | Time: 2239.98 ms
[2021-09-24 12:27:06 main:581] : INFO : Epoch 1962 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 2300.84 ms
[2021-09-24 12:27:08 main:581] : INFO : Epoch 1963 | loss: 0.0312492 | val_loss: 0.0312513 | Time: 2233.47 ms
[2021-09-24 12:27:10 main:581] : INFO : Epoch 1964 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 2054.7 ms
[2021-09-24 12:27:12 main:581] : INFO : Epoch 1965 | loss: 0.0312487 | val_loss: 0.0312502 | Time: 2023.79 ms
[2021-09-24 12:27:15 main:581] : INFO : Epoch 1966 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 2143.37 ms
[2021-09-24 12:27:16 main:581] : INFO : Epoch 1967 | loss: 0.0312476 | val_loss: 0.0312545 | Time: 1914.51 ms
[2021-09-24 12:27:18 main:581] : INFO : Epoch 1968 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 2061.47 ms
[2021-09-24 12:27:21 main:581] : INFO : Epoch 1969 | loss: 0.0312533 | val_loss: 0.0312527 | Time: 2247.36 ms
[2021-09-24 12:27:23 main:581] : INFO : Epoch 1970 | loss: 0.0312501 | val_loss: 0.0312479 | Time: 2145.92 ms
[2021-09-24 12:27:25 main:581] : INFO : Epoch 1971 | loss: 0.0312493 | val_loss: 0.031248 | Time: 2052.12 ms
[2021-09-24 12:27:27 main:581] : INFO : Epoch 1972 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 2125.18 ms
[2021-09-24 12:27:29 main:581] : INFO : Epoch 1973 | loss: 0.0312475 | val_loss: 0.0312522 | Time: 1997.5 ms
[2021-09-24 12:27:31 main:581] : INFO : Epoch 1974 | loss: 0.0312499 | val_loss: 0.0312478 | Time: 2025.89 ms
[2021-09-24 12:27:33 main:581] : INFO : Epoch 1975 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2068.57 ms
[2021-09-24 12:27:35 main:581] : INFO : Epoch 1976 | loss: 0.0312486 | val_loss: 0.0312518 | Time: 1997.71 ms
[2021-09-24 12:27:37 main:581] : INFO : Epoch 1977 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 1943.73 ms
[2021-09-24 12:27:39 main:581] : INFO : Epoch 1978 | loss: 0.0312471 | val_loss: 0.0312539 | Time: 1899.08 ms
[2021-09-24 12:27:41 main:581] : INFO : Epoch 1979 | loss: 0.0312518 | val_loss: 0.0312536 | Time: 1855.12 ms
[2021-09-24 12:27:43 main:581] : INFO : Epoch 1980 | loss: 0.0312497 | val_loss: 0.0312531 | Time: 1749.16 ms
[2021-09-24 12:27:44 main:581] : INFO : Epoch 1981 | loss: 0.03125 | val_loss: 0.0312474 | Time: 1719.94 ms
[2021-09-24 12:27:46 main:581] : INFO : Epoch 1982 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 2023.37 ms
[2021-09-24 12:27:48 main:581] : INFO : Epoch 1983 | loss: 0.0312478 | val_loss: 0.0312594 | Time: 2043.58 ms
[2021-09-24 12:27:50 main:581] : INFO : Epoch 1984 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1969.15 ms
[2021-09-24 12:27:53 main:581] : INFO : Epoch 1985 | loss: 0.0312484 | val_loss: 0.0312517 | Time: 2149.85 ms
[2021-09-24 12:27:55 main:581] : INFO : Epoch 1986 | loss: 0.0312506 | val_loss: 0.0312531 | Time: 2027.23 ms
[2021-09-24 12:27:56 main:581] : INFO : Epoch 1987 | loss: 0.0312493 | val_loss: 0.0312477 | Time: 1958.65 ms
[2021-09-24 12:27:59 main:581] : INFO : Epoch 1988 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 2271.28 ms
[2021-09-24 12:28:01 main:581] : INFO : Epoch 1989 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1912.91 ms
[2021-09-24 12:28:03 main:581] : INFO : Epoch 1990 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 2367.52 ms
[2021-09-24 12:28:05 main:581] : INFO : Epoch 1991 | loss: 0.031247 | val_loss: 0.0312471 | Time: 2071.95 ms
[2021-09-24 12:28:07 main:581] : INFO : Epoch 1992 | loss: 0.0312469 | val_loss: 0.0312526 | Time: 2038.39 ms
[2021-09-24 12:28:09 main:581] : INFO : Epoch 1993 | loss: 0.0312494 | val_loss: 0.0312479 | Time: 2139.35 ms
[2021-09-24 12:28:12 main:581] : INFO : Epoch 1994 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2215.17 ms
[2021-09-24 12:28:14 main:581] : INFO : Epoch 1995 | loss: 0.0312508 | val_loss: 0.0312548 | Time: 2035.46 ms
[2021-09-24 12:28:16 main:581] : INFO : Epoch 1996 | loss: 0.0312535 | val_loss: 0.0312501 | Time: 2401.95 ms
[2021-09-24 12:28:18 main:581] : INFO : Epoch 1997 | loss: 0.0312512 | val_loss: 0.0312526 | Time: 2003.11 ms
[2021-09-24 12:28:20 main:581] : INFO : Epoch 1998 | loss: 0.0312504 | val_loss: 0.0312526 | Time: 2289.8 ms
[2021-09-24 12:28:23 main:581] : INFO : Epoch 1999 | loss: 0.0312485 | val_loss: 0.0312498 | Time: 2285.11 ms
[2021-09-24 12:28:25 main:581] : INFO : Epoch 2000 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 2166.68 ms
[2021-09-24 12:28:27 main:581] : INFO : Epoch 2001 | loss: 0.0312476 | val_loss: 0.031252 | Time: 2472.25 ms
[2021-09-24 12:28:29 main:581] : INFO : Epoch 2002 | loss: 0.0312488 | val_loss: 0.0312512 | Time: 2318.16 ms
[2021-09-24 12:28:32 main:581] : INFO : Epoch 2003 | loss: 0.0312496 | val_loss: 0.0312482 | Time: 2272.62 ms
[2021-09-24 12:28:34 main:581] : INFO : Epoch 2004 | loss: 0.0312481 | val_loss: 0.031247 | Time: 2362.58 ms
[2021-09-24 12:28:37 main:581] : INFO : Epoch 2005 | loss: 0.031247 | val_loss: 0.0312476 | Time: 2403.06 ms
[2021-09-24 12:28:39 main:581] : INFO : Epoch 2006 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 2163.96 ms
[2021-09-24 12:28:41 main:581] : INFO : Epoch 2007 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 2155.77 ms
[2021-09-24 12:28:43 main:581] : INFO : Epoch 2008 | loss: 0.031249 | val_loss: 0.031247 | Time: 2041.43 ms
[2021-09-24 12:28:45 main:581] : INFO : Epoch 2009 | loss: 0.031248 | val_loss: 0.0312527 | Time: 1950.52 ms
[2021-09-24 12:28:47 main:581] : INFO : Epoch 2010 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 1970.44 ms
[2021-09-24 12:28:49 main:581] : INFO : Epoch 2011 | loss: 0.0312479 | val_loss: 0.0312553 | Time: 2225.54 ms
[2021-09-24 12:28:51 main:581] : INFO : Epoch 2012 | loss: 0.0312481 | val_loss: 0.031247 | Time: 2195.94 ms
[2021-09-24 12:28:53 main:581] : INFO : Epoch 2013 | loss: 0.0312468 | val_loss: 0.0312479 | Time: 1883.74 ms
[2021-09-24 12:28:55 main:581] : INFO : Epoch 2014 | loss: 0.0312461 | val_loss: 0.0312479 | Time: 2152.56 ms
[2021-09-24 12:28:58 main:581] : INFO : Epoch 2015 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 2341.24 ms
[2021-09-24 12:29:00 main:581] : INFO : Epoch 2016 | loss: 0.0312465 | val_loss: 0.0312508 | Time: 2203.32 ms
[2021-09-24 12:29:02 main:581] : INFO : Epoch 2017 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 2133.82 ms
[2021-09-24 12:29:04 main:581] : INFO : Epoch 2018 | loss: 0.0312466 | val_loss: 0.0312481 | Time: 2387.65 ms
[2021-09-24 12:29:07 main:581] : INFO : Epoch 2019 | loss: 0.0312479 | val_loss: 0.0312531 | Time: 2166.11 ms
[2021-09-24 12:29:09 main:581] : INFO : Epoch 2020 | loss: 0.0312491 | val_loss: 0.0312474 | Time: 2256.94 ms
[2021-09-24 12:29:11 main:581] : INFO : Epoch 2021 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 2084.28 ms
[2021-09-24 12:29:13 main:581] : INFO : Epoch 2022 | loss: 0.0312475 | val_loss: 0.0312495 | Time: 2216.02 ms
[2021-09-24 12:29:15 main:581] : INFO : Epoch 2023 | loss: 0.0312496 | val_loss: 0.0312572 | Time: 2147.43 ms
[2021-09-24 12:29:17 main:581] : INFO : Epoch 2024 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 2058 ms
[2021-09-24 12:29:19 main:581] : INFO : Epoch 2025 | loss: 0.031248 | val_loss: 0.031252 | Time: 2074.47 ms
[2021-09-24 12:29:21 main:581] : INFO : Epoch 2026 | loss: 0.0312501 | val_loss: 0.031248 | Time: 1939.44 ms
[2021-09-24 12:29:23 main:581] : INFO : Epoch 2027 | loss: 0.0312476 | val_loss: 0.0312631 | Time: 1970.93 ms
[2021-09-24 12:29:25 main:581] : INFO : Epoch 2028 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 2083.6 ms
[2021-09-24 12:29:27 main:581] : INFO : Epoch 2029 | loss: 0.0312468 | val_loss: 0.0312496 | Time: 2015.72 ms
[2021-09-24 12:29:30 main:581] : INFO : Epoch 2030 | loss: 0.031249 | val_loss: 0.0312514 | Time: 2164.75 ms
[2021-09-24 12:29:32 main:581] : INFO : Epoch 2031 | loss: 0.0312496 | val_loss: 0.0312549 | Time: 2100.9 ms
[2021-09-24 12:29:34 main:581] : INFO : Epoch 2032 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 2151.34 ms
[2021-09-24 12:29:36 main:581] : INFO : Epoch 2033 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 2236.94 ms
[2021-09-24 12:29:38 main:581] : INFO : Epoch 2034 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 1998.32 ms
[2021-09-24 12:29:40 main:581] : INFO : Epoch 2035 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 2096.57 ms
[2021-09-24 12:29:42 main:581] : INFO : Epoch 2036 | loss: 0.0312467 | val_loss: 0.0312473 | Time: 2057.66 ms
[2021-09-24 12:29:44 main:581] : INFO : Epoch 2037 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 2140.41 ms
[2021-09-24 12:29:46 main:581] : INFO : Epoch 2038 | loss: 0.0312482 | val_loss: 0.031247 | Time: 1957.89 ms
[2021-09-24 12:29:48 main:581] : INFO : Epoch 2039 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1799.93 ms
[2021-09-24 12:29:50 main:581] : INFO : Epoch 2040 | loss: 0.0312468 | val_loss: 0.0312479 | Time: 2064.59 ms
[2021-09-24 12:29:52 main:581] : INFO : Epoch 2041 | loss: 0.0312489 | val_loss: 0.0312546 | Time: 1929.34 ms
[2021-09-24 12:29:54 main:581] : INFO : Epoch 2042 | loss: 0.031249 | val_loss: 0.0312481 | Time: 2025.66 ms
[2021-09-24 12:29:56 main:581] : INFO : Epoch 2043 | loss: 0.0312468 | val_loss: 0.0312493 | Time: 2109.07 ms
[2021-09-24 12:29:58 main:581] : INFO : Epoch 2044 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1856.89 ms
[2021-09-24 12:30:00 main:581] : INFO : Epoch 2045 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 2111.74 ms
[2021-09-24 12:30:02 main:581] : INFO : Epoch 2046 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 1930.67 ms
[2021-09-24 12:30:04 main:581] : INFO : Epoch 2047 | loss: 0.0312522 | val_loss: 0.0312524 | Time: 1993.62 ms
[2021-09-24 12:30:06 main:581] : INFO : Epoch 2048 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2037.7 ms
[2021-09-24 12:30:06 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031247
[2021-09-24 12:30:06 main:610] : INFO : Saving end state to config to file
[2021-09-24 12:30:06 main:615] : INFO : Success, exiting..
12:30:06 (4567): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)