Task 14226691
| Name | ParityModified-1647046317-26464-2-0_0 |
| Workunit | 11285334 |
| Created | 2 Apr 2022, 3:59:10 UTC |
| Sent | 10 Apr 2022, 16:59:05 UTC |
| Report deadline | 18 Apr 2022, 16:59:05 UTC |
| Received | 11 Apr 2022, 9:31:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 16 min 28 sec |
| CPU time | 1 hours 16 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4:12:12 main:574] : INFO : Epoch 1542 | loss: 0.0311849 | val_loss: 0.0311893 | Time: 2219.03 ms [2022-04-11 04:12:14 main:574] : INFO : Epoch 1543 | loss: 0.0311839 | val_loss: 0.0311887 | Time: 2255.55 ms [2022-04-11 04:12:17 main:574] : INFO : Epoch 1544 | loss: 0.0311836 | val_loss: 0.0311894 | Time: 2209.25 ms [2022-04-11 04:12:19 main:574] : INFO : Epoch 1545 | loss: 0.0311835 | val_loss: 0.0311922 | Time: 2285.01 ms [2022-04-11 04:12:21 main:574] : INFO : Epoch 1546 | loss: 0.0311842 | val_loss: 0.0311895 | Time: 2395.34 ms [2022-04-11 04:12:24 main:574] : INFO : Epoch 1547 | loss: 0.0311864 | val_loss: 0.0311901 | Time: 2249.01 ms [2022-04-11 04:12:26 main:574] : INFO : Epoch 1548 | loss: 0.031184 | val_loss: 0.0311898 | Time: 2282.33 ms [2022-04-11 04:12:28 main:574] : INFO : Epoch 1549 | loss: 0.0311847 | val_loss: 0.0311919 | Time: 2435.62 ms [2022-04-11 04:12:31 main:574] : INFO : Epoch 1550 | loss: 0.0311872 | val_loss: 0.0311949 | Time: 2358.07 ms [2022-04-11 04:12:33 main:574] : INFO : Epoch 1551 | loss: 0.0311854 | val_loss: 0.0311885 | Time: 2371.84 ms [2022-04-11 04:12:35 main:574] : INFO : Epoch 1552 | loss: 0.0311834 | val_loss: 0.0311891 | Time: 2223.61 ms [2022-04-11 04:12:38 main:574] : INFO : Epoch 1553 | loss: 0.0311846 | val_loss: 0.0311901 | Time: 2254.46 ms [2022-04-11 04:12:40 main:574] : INFO : Epoch 1554 | loss: 0.0311832 | val_loss: 0.0311896 | Time: 2174.98 ms [2022-04-11 04:12:42 main:574] : INFO : Epoch 1555 | loss: 0.0311836 | val_loss: 0.0311929 | Time: 2185.06 ms [2022-04-11 04:12:44 main:574] : INFO : Epoch 1556 | loss: 0.031185 | val_loss: 0.0311921 | Time: 2293.03 ms [2022-04-11 04:12:46 main:574] : INFO : Epoch 1557 | loss: 0.0311852 | val_loss: 0.0311899 | Time: 2254.13 ms [2022-04-11 04:12:49 main:574] : INFO : Epoch 1558 | loss: 0.0311839 | val_loss: 0.0311887 | Time: 2236.34 ms [2022-04-11 04:12:51 main:574] : INFO : Epoch 1559 | loss: 0.0311832 | val_loss: 0.0311896 | Time: 2366.8 ms [2022-04-11 04:12:53 main:574] : INFO : Epoch 1560 | loss: 0.0311828 | val_loss: 0.0311887 | Time: 2214.11 ms [2022-04-11 04:12:56 main:574] : INFO : Epoch 1561 | loss: 0.0311832 | val_loss: 0.0311906 | Time: 2268.94 ms [2022-04-11 04:12:58 main:574] : INFO : Epoch 1562 | loss: 0.031183 | val_loss: 0.0311894 | Time: 2147.79 ms [2022-04-11 04:13:00 main:574] : INFO : Epoch 1563 | loss: 0.0311846 | val_loss: 0.0311903 | Time: 2346.03 ms [2022-04-11 04:13:02 main:574] : INFO : Epoch 1564 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 2298.02 ms [2022-04-11 04:13:05 main:574] : INFO : Epoch 1565 | loss: 0.0311862 | val_loss: 0.0311895 | Time: 2150.32 ms [2022-04-11 04:13:07 main:574] : INFO : Epoch 1566 | loss: 0.031186 | val_loss: 0.0311892 | Time: 2237.22 ms [2022-04-11 04:13:09 main:574] : INFO : Epoch 1567 | loss: 0.0311863 | val_loss: 0.0311916 | Time: 2190.77 ms [2022-04-11 04:13:11 main:574] : INFO : Epoch 1568 | loss: 0.0311888 | val_loss: 0.0311912 | Time: 2263.76 ms [2022-04-11 04:13:14 main:574] : INFO : Epoch 1569 | loss: 0.0311865 | val_loss: 0.0311881 | Time: 2250.23 ms [2022-04-11 04:13:16 main:574] : INFO : Epoch 1570 | loss: 0.0311895 | val_loss: 0.0311959 | Time: 2231.66 ms [2022-04-11 04:13:18 main:574] : INFO : Epoch 1571 | loss: 0.0311867 | val_loss: 0.0311881 | Time: 2202.66 ms [2022-04-11 04:13:20 main:574] : INFO : Epoch 1572 | loss: 0.0311841 | val_loss: 0.03119 | Time: 2113.97 ms [2022-04-11 04:13:22 main:574] : INFO : Epoch 1573 | loss: 0.0311852 | val_loss: 0.0311891 | Time: 2285.69 ms [2022-04-11 04:13:25 main:574] : INFO : Epoch 1574 | loss: 0.0311863 | val_loss: 0.0311889 | Time: 2302.67 ms [2022-04-11 04:13:27 main:574] : INFO : Epoch 1575 | loss: 0.0311849 | val_loss: 0.0311891 | Time: 2137.1 ms [2022-04-11 04:13:29 main:574] : INFO : Epoch 1576 | loss: 0.0311832 | val_loss: 0.0311885 | Time: 2202.54 ms [2022-04-11 04:13:31 main:574] : INFO : Epoch 1577 | loss: 0.0311836 | val_loss: 0.0311893 | Time: 2271.73 ms [2022-04-11 04:13:33 main:574] : INFO : Epoch 1578 | loss: 0.0311838 | val_loss: 0.0311904 | Time: 2178.45 ms [2022-04-11 04:13:36 main:574] : INFO : Epoch 1579 | loss: 0.0311836 | val_loss: 0.0311899 | Time: 2284.88 ms [2022-04-11 04:13:38 main:574] : INFO : Epoch 1580 | loss: 0.0311835 | val_loss: 0.0311892 | Time: 2131.87 ms [2022-04-11 04:13:40 main:574] : INFO : Epoch 1581 | loss: 0.0311839 | val_loss: 0.0311894 | Time: 2274.53 ms [2022-04-11 04:13:42 main:574] : INFO : Epoch 1582 | loss: 0.0311843 | val_loss: 0.0311884 | Time: 2226.23 ms [2022-04-11 04:13:45 main:574] : INFO : Epoch 1583 | loss: 0.031184 | val_loss: 0.031191 | Time: 2332.17 ms [2022-04-11 04:13:47 main:574] : INFO : Epoch 1584 | loss: 0.0311835 | val_loss: 0.0311877 | Time: 2310.21 ms [2022-04-11 04:13:49 main:574] : INFO : Epoch 1585 | loss: 0.0311829 | val_loss: 0.0311885 | Time: 2382.44 ms [2022-04-11 04:13:52 main:574] : INFO : Epoch 1586 | loss: 0.0311834 | val_loss: 0.0311879 | Time: 2220.27 ms [2022-04-11 04:13:54 main:574] : INFO : Epoch 1587 | loss: 0.0311831 | val_loss: 0.0311933 | Time: 2261.92 ms [2022-04-11 04:13:56 main:574] : INFO : Epoch 1588 | loss: 0.0311855 | val_loss: 0.0311958 | Time: 2253.15 ms [2022-04-11 04:13:58 main:574] : INFO : Epoch 1589 | loss: 0.0311856 | val_loss: 0.0311891 | Time: 2272.01 ms [2022-04-11 04:14:01 main:574] : INFO : Epoch 1590 | loss: 0.0311836 | val_loss: 0.031189 | Time: 2315.05 ms [2022-04-11 04:14:03 main:574] : INFO : Epoch 1591 | loss: 0.0311833 | val_loss: 0.0311892 | Time: 2242.5 ms [2022-04-11 04:14:05 main:574] : INFO : Epoch 1592 | loss: 0.0311861 | val_loss: 0.0311888 | Time: 2247.65 ms [2022-04-11 04:14:07 main:574] : INFO : Epoch 1593 | loss: 0.0311869 | val_loss: 0.0311906 | Time: 2201.09 ms [2022-04-11 04:14:10 main:574] : INFO : Epoch 1594 | loss: 0.0311877 | val_loss: 0.0311909 | Time: 2280.46 ms [2022-04-11 04:14:12 main:574] : INFO : Epoch 1595 | loss: 0.0311893 | val_loss: 0.0311938 | Time: 2159.35 ms [2022-04-11 04:14:14 main:574] : INFO : Epoch 1596 | loss: 0.031193 | val_loss: 0.0312036 | Time: 2268.64 ms [2022-04-11 04:14:16 main:574] : INFO : Epoch 1597 | loss: 0.0311894 | val_loss: 0.0311914 | Time: 2166.03 ms [2022-04-11 04:14:19 main:574] : INFO : Epoch 1598 | loss: 0.0311907 | val_loss: 0.0311905 | Time: 2184.69 ms [2022-04-11 04:14:21 main:574] : INFO : Epoch 1599 | loss: 0.0311892 | val_loss: 0.0311913 | Time: 2276.91 ms [2022-04-11 04:14:23 main:574] : INFO : Epoch 1600 | loss: 0.0311893 | val_loss: 0.0311886 | Time: 2325.71 ms [2022-04-11 04:14:25 main:574] : INFO : Epoch 1601 | loss: 0.0311871 | val_loss: 0.0311885 | Time: 2275.98 ms [2022-04-11 04:14:28 main:574] : INFO : Epoch 1602 | loss: 0.0311873 | val_loss: 0.0311887 | Time: 2214.12 ms [2022-04-11 04:14:30 main:574] : INFO : Epoch 1603 | loss: 0.0311871 | val_loss: 0.031189 | Time: 2178.51 ms [2022-04-11 04:14:32 main:574] : INFO : Epoch 1604 | loss: 0.0311896 | val_loss: 0.0311899 | Time: 2206.1 ms [2022-04-11 04:14:34 main:574] : INFO : Epoch 1605 | loss: 0.0311872 | val_loss: 0.0311884 | Time: 2165.13 ms [2022-04-11 04:14:36 main:574] : INFO : Epoch 1606 | loss: 0.0311861 | val_loss: 0.0311878 | Time: 2186.14 ms [2022-04-11 04:14:39 main:574] : INFO : Epoch 1607 | loss: 0.031186 | val_loss: 0.031189 | Time: 2319.02 ms [2022-04-11 04:14:41 main:574] : INFO : Epoch 1608 | loss: 0.0311853 | val_loss: 0.0311903 | Time: 2204.43 ms [2022-04-11 04:14:43 main:574] : INFO : Epoch 1609 | loss: 0.0311861 | val_loss: 0.03119 | Time: 2332.07 ms [2022-04-11 04:14:46 main:574] : INFO : Epoch 1610 | loss: 0.0311864 | val_loss: 0.0311882 | Time: 2181.7 ms [2022-04-11 04:14:48 main:574] : INFO : Epoch 1611 | loss: 0.0311853 | val_loss: 0.0311891 | Time: 2120.74 ms [2022-04-11 04:14:50 main:574] : INFO : Epoch 1612 | loss: 0.0311846 | val_loss: 0.0311888 | Time: 2129.43 ms [2022-04-11 04:14:52 main:574] : INFO : Epoch 1613 | loss: 0.0311859 | val_loss: 0.0311883 | Time: 2321.82 ms [2022-04-11 04:14:54 main:574] : INFO : Epoch 1614 | loss: 0.0311848 | val_loss: 0.0311885 | Time: 2225.88 ms [2022-04-11 04:14:57 main:574] : INFO : Epoch 1615 | loss: 0.0311847 | val_loss: 0.0311992 | Time: 2246.86 ms [2022-04-11 04:14:59 main:574] : INFO : Epoch 1616 | loss: 0.0311854 | val_loss: 0.0311884 | Time: 2193.53 ms [2022-04-11 04:15:01 main:574] : INFO : Epoch 1617 | loss: 0.0311836 | val_loss: 0.0311895 | Time: 2353.67 ms [2022-04-11 04:15:03 main:574] : INFO : Epoch 1618 | loss: 0.0311835 | val_loss: 0.031191 | Time: 2230.6 ms [2022-04-11 04:15:06 main:574] : INFO : Epoch 1619 | loss: 0.0311843 | val_loss: 0.0311888 | Time: 2230.4 ms [2022-04-11 04:15:08 main:574] : INFO : Epoch 1620 | loss: 0.0311844 | val_loss: 0.0311886 | Time: 2123.38 ms [2022-04-11 04:15:10 main:574] : INFO : Epoch 1621 | loss: 0.0311883 | val_loss: 0.031193 | Time: 2239.34 ms [2022-04-11 04:15:12 main:574] : INFO : Epoch 1622 | loss: 0.0311864 | val_loss: 0.0311933 | Time: 2212.93 ms [2022-04-11 04:15:15 main:574] : INFO : Epoch 1623 | loss: 0.0311851 | val_loss: 0.0311905 | Time: 2380.65 ms [2022-04-11 04:15:17 main:574] : INFO : Epoch 1624 | loss: 0.0311847 | val_loss: 0.0311888 | Time: 2265.02 ms [2022-04-11 04:15:19 main:574] : INFO : Epoch 1625 | loss: 0.0311839 | val_loss: 0.0311895 | Time: 2118.67 ms [2022-04-11 04:15:21 main:574] : INFO : Epoch 1626 | loss: 0.0311828 | val_loss: 0.0311905 | Time: 2266.95 ms [2022-04-11 04:15:23 main:574] : INFO : Epoch 1627 | loss: 0.0311827 | val_loss: 0.0311889 | Time: 2149.23 ms [2022-04-11 04:15:26 main:574] : INFO : Epoch 1628 | loss: 0.0311832 | val_loss: 0.0311913 | Time: 2243.28 ms [2022-04-11 04:15:28 main:574] : INFO : Epoch 1629 | loss: 0.0311862 | val_loss: 0.0311904 | Time: 2178.2 ms [2022-04-11 04:15:30 main:574] : INFO : Epoch 1630 | loss: 0.0311856 | val_loss: 0.0311889 | Time: 2236.41 ms [2022-04-11 04:15:32 main:574] : INFO : Epoch 1631 | loss: 0.0311845 | val_loss: 0.0311908 | Time: 2139.43 ms [2022-04-11 04:15:35 main:574] : INFO : Epoch 1632 | loss: 0.0311858 | val_loss: 0.0311903 | Time: 2332.76 ms [2022-04-11 04:15:37 main:574] : INFO : Epoch 1633 | loss: 0.0311868 | val_loss: 0.0311889 | Time: 2226.62 ms [2022-04-11 04:15:39 main:574] : INFO : Epoch 1634 | loss: 0.031184 | val_loss: 0.0311896 | Time: 2158.85 ms [2022-04-11 04:15:41 main:574] : INFO : Epoch 1635 | loss: 0.0311838 | val_loss: 0.031189 | Time: 2287.74 ms [2022-04-11 04:15:44 main:574] : INFO : Epoch 1636 | loss: 0.031184 | val_loss: 0.0311885 | Time: 2280.34 ms [2022-04-11 04:15:46 main:574] : INFO : Epoch 1637 | loss: 0.0311838 | val_loss: 0.0311904 | Time: 2310.53 ms [2022-04-11 04:15:48 main:574] : INFO : Epoch 1638 | loss: 0.0311839 | val_loss: 0.0311889 | Time: 2182.6 ms [2022-04-11 04:15:50 main:574] : INFO : Epoch 1639 | loss: 0.0311832 | val_loss: 0.031189 | Time: 2273.65 ms [2022-04-11 04:15:53 main:574] : INFO : Epoch 1640 | loss: 0.0311835 | val_loss: 0.0311877 | Time: 2304.88 ms [2022-04-11 04:15:55 main:574] : INFO : Epoch 1641 | loss: 0.0311824 | val_loss: 0.0311881 | Time: 2176.84 ms [2022-04-11 04:15:57 main:574] : INFO : Epoch 1642 | loss: 0.031183 | val_loss: 0.031188 | Time: 2113.93 ms [2022-04-11 04:15:59 main:574] : INFO : Epoch 1643 | loss: 0.0311821 | val_loss: 0.0311882 | Time: 2106.39 ms [2022-04-11 04:16:01 main:574] : INFO : Epoch 1644 | loss: 0.0311828 | val_loss: 0.03119 | Time: 2213.07 ms [2022-04-11 04:16:03 main:574] : INFO : Epoch 1645 | loss: 0.031182 | val_loss: 0.0311883 | Time: 2226.43 ms [2022-04-11 04:16:06 main:574] : INFO : Epoch 1646 | loss: 0.0311817 | val_loss: 0.0311888 | Time: 2296.01 ms [2022-04-11 04:16:08 main:574] : INFO : Epoch 1647 | loss: 0.0311828 | val_loss: 0.0311909 | Time: 2144.56 ms [2022-04-11 04:16:10 main:574] : INFO : Epoch 1648 | loss: 0.0311904 | val_loss: 0.0311917 | Time: 2241.19 ms [2022-04-11 04:16:12 main:574] : INFO : Epoch 1649 | loss: 0.031192 | val_loss: 0.0311916 | Time: 2201.73 ms [2022-04-11 04:16:15 main:574] : INFO : Epoch 1650 | loss: 0.0311941 | val_loss: 0.0311891 | Time: 2166.59 ms [2022-04-11 04:16:17 main:574] : INFO : Epoch 1651 | loss: 0.0311902 | val_loss: 0.031187 | Time: 2300.96 ms [2022-04-11 04:16:19 main:574] : INFO : Epoch 1652 | loss: 0.0311899 | val_loss: 0.0311888 | Time: 2121.52 ms [2022-04-11 04:16:21 main:574] : INFO : Epoch 1653 | loss: 0.031189 | val_loss: 0.0311876 | Time: 2250.37 ms [2022-04-11 04:16:23 main:574] : INFO : Epoch 1654 | loss: 0.0311881 | val_loss: 0.031187 | Time: 2193.78 ms [2022-04-11 04:16:26 main:574] : INFO : Epoch 1655 | loss: 0.0311878 | val_loss: 0.0311873 | Time: 2166.3 ms [2022-04-11 04:16:28 main:574] : INFO : Epoch 1656 | loss: 0.0311873 | val_loss: 0.0311874 | Time: 2323.87 ms [2022-04-11 04:16:30 main:574] : INFO : Epoch 1657 | loss: 0.0311883 | val_loss: 0.031191 | Time: 2306.93 ms [2022-04-11 04:16:32 main:574] : INFO : Epoch 1658 | loss: 0.031191 | val_loss: 0.0311889 | Time: 2079.04 ms [2022-04-11 04:16:35 main:574] : INFO : Epoch 1659 | loss: 0.0311902 | val_loss: 0.0311902 | Time: 2383.58 ms [2022-04-11 04:16:37 main:574] : INFO : Epoch 1660 | loss: 0.0311893 | val_loss: 0.0311894 | Time: 2229.06 ms [2022-04-11 04:16:39 main:574] : INFO : Epoch 1661 | loss: 0.0311875 | val_loss: 0.0311885 | Time: 2225.65 ms [2022-04-11 04:16:42 main:574] : INFO : Epoch 1662 | loss: 0.0311873 | val_loss: 0.0311879 | Time: 2327.78 ms [2022-04-11 04:16:44 main:574] : INFO : Epoch 1663 | loss: 0.0311872 | val_loss: 0.0311891 | Time: 2342.51 ms [2022-04-11 04:16:46 main:574] : INFO : Epoch 1664 | loss: 0.0311883 | val_loss: 0.0311905 | Time: 2270.09 ms [2022-04-11 04:16:48 main:574] : INFO : Epoch 1665 | loss: 0.0311872 | val_loss: 0.0311906 | Time: 2253.18 ms [2022-04-11 04:16:51 main:574] : INFO : Epoch 1666 | loss: 0.031186 | val_loss: 0.0311895 | Time: 2165.02 ms [2022-04-11 04:16:53 main:574] : INFO : Epoch 1667 | loss: 0.0311853 | val_loss: 0.0311882 | Time: 2290.77 ms [2022-04-11 04:16:55 main:574] : INFO : Epoch 1668 | loss: 0.0311849 | val_loss: 0.0311883 | Time: 2190.58 ms [2022-04-11 04:16:57 main:574] : INFO : Epoch 1669 | loss: 0.0311846 | val_loss: 0.0311879 | Time: 2221.95 ms [2022-04-11 04:17:00 main:574] : INFO : Epoch 1670 | loss: 0.0311857 | val_loss: 0.0311926 | Time: 2315.83 ms [2022-04-11 04:17:02 main:574] : INFO : Epoch 1671 | loss: 0.0311871 | val_loss: 0.0311876 | Time: 2297.18 ms [2022-04-11 04:17:04 main:574] : INFO : Epoch 1672 | loss: 0.0311857 | val_loss: 0.03119 | Time: 2312.21 ms [2022-04-11 04:17:06 main:574] : INFO : Epoch 1673 | loss: 0.0311842 | val_loss: 0.0311878 | Time: 2230.98 ms [2022-04-11 04:17:09 main:574] : INFO : Epoch 1674 | loss: 0.0311842 | val_loss: 0.0311889 | Time: 2338.67 ms [2022-04-11 04:17:11 main:574] : INFO : Epoch 1675 | loss: 0.0311866 | val_loss: 0.0311892 | Time: 2308.58 ms [2022-04-11 04:17:13 main:574] : INFO : Epoch 1676 | loss: 0.0311839 | val_loss: 0.0311876 | Time: 2232.85 ms [2022-04-11 04:17:16 main:574] : INFO : Epoch 1677 | loss: 0.0311844 | val_loss: 0.0311891 | Time: 2255.41 ms [2022-04-11 04:17:18 main:574] : INFO : Epoch 1678 | loss: 0.0311842 | val_loss: 0.031188 | Time: 2238.95 ms [2022-04-11 04:17:20 main:574] : INFO : Epoch 1679 | loss: 0.0311849 | val_loss: 0.0311878 | Time: 2214.36 ms [2022-04-11 04:17:22 main:574] : INFO : Epoch 1680 | loss: 0.0311841 | val_loss: 0.0311881 | Time: 2119.57 ms [2022-04-11 04:17:24 main:574] : INFO : Epoch 1681 | loss: 0.0311838 | val_loss: 0.0311876 | Time: 2196.28 ms [2022-04-11 04:17:27 main:574] : INFO : Epoch 1682 | loss: 0.0311834 | val_loss: 0.0311874 | Time: 2177.94 ms [2022-04-11 04:17:29 main:574] : INFO : Epoch 1683 | loss: 0.0311842 | val_loss: 0.0311942 | Time: 2277.26 ms [2022-04-11 04:17:31 main:574] : INFO : Epoch 1684 | loss: 0.0311858 | val_loss: 0.0311884 | Time: 2171.24 ms [2022-04-11 04:17:33 main:574] : INFO : Epoch 1685 | loss: 0.031183 | val_loss: 0.0311887 | Time: 2312.04 ms [2022-04-11 04:17:36 main:574] : INFO : Epoch 1686 | loss: 0.0311836 | val_loss: 0.0311877 | Time: 2224.4 ms [2022-04-11 04:17:38 main:574] : INFO : Epoch 1687 | loss: 0.0311831 | val_loss: 0.0311896 | Time: 2241.95 ms [2022-04-11 04:17:40 main:574] : INFO : Epoch 1688 | loss: 0.0311831 | val_loss: 0.0311889 | Time: 2321.41 ms [2022-04-11 04:17:42 main:574] : INFO : Epoch 1689 | loss: 0.0311841 | val_loss: 0.0311894 | Time: 2242.28 ms [2022-04-11 04:17:44 main:574] : INFO : Epoch 1690 | loss: 0.0311833 | val_loss: 0.0311889 | Time: 2072.13 ms [2022-04-11 04:17:47 main:574] : INFO : Epoch 1691 | loss: 0.0311846 | val_loss: 0.0311909 | Time: 2292.1 ms [2022-04-11 04:17:49 main:574] : INFO : Epoch 1692 | loss: 0.0311843 | val_loss: 0.03119 | Time: 2179.29 ms [2022-04-11 04:17:51 main:574] : INFO : Epoch 1693 | loss: 0.0311827 | val_loss: 0.0311905 | Time: 2216.21 ms [2022-04-11 04:17:53 main:574] : INFO : Epoch 1694 | loss: 0.0311847 | val_loss: 0.031189 | Time: 2206.58 ms [2022-04-11 04:17:56 main:574] : INFO : Epoch 1695 | loss: 0.0311836 | val_loss: 0.0311883 | Time: 2330.69 ms [2022-04-11 04:17:58 main:574] : INFO : Epoch 1696 | loss: 0.0311829 | val_loss: 0.0311895 | Time: 2179.68 ms [2022-04-11 04:18:00 main:574] : INFO : Epoch 1697 | loss: 0.0311829 | val_loss: 0.0311902 | Time: 2310.6 ms [2022-04-11 04:18:02 main:574] : INFO : Epoch 1698 | loss: 0.0311823 | val_loss: 0.0311889 | Time: 2154.58 ms [2022-04-11 04:18:05 main:574] : INFO : Epoch 1699 | loss: 0.0311827 | val_loss: 0.0311882 | Time: 2285.55 ms [2022-04-11 04:18:07 main:574] : INFO : Epoch 1700 | loss: 0.0311823 | val_loss: 0.0311888 | Time: 2219.31 ms [2022-04-11 04:18:09 main:574] : INFO : Epoch 1701 | loss: 0.0311825 | val_loss: 0.0311882 | Time: 2260.13 ms [2022-04-11 04:18:11 main:574] : INFO : Epoch 1702 | loss: 0.0311825 | val_loss: 0.0311887 | Time: 2100.35 ms [2022-04-11 04:18:14 main:574] : INFO : Epoch 1703 | loss: 0.0311845 | val_loss: 0.0311892 | Time: 2280.71 ms [2022-04-11 04:18:16 main:574] : INFO : Epoch 1704 | loss: 0.0311852 | val_loss: 0.0311911 | Time: 2188.33 ms [2022-04-11 04:18:18 main:574] : INFO : Epoch 1705 | loss: 0.0311829 | val_loss: 0.0311941 | Time: 2264.1 ms [2022-04-11 04:18:20 main:574] : INFO : Epoch 1706 | loss: 0.0311857 | val_loss: 0.0311895 | Time: 2254.22 ms [2022-04-11 04:18:23 main:574] : INFO : Epoch 1707 | loss: 0.0311863 | val_loss: 0.0311894 | Time: 2269.33 ms [2022-04-11 04:18:25 main:574] : INFO : Epoch 1708 | loss: 0.0311839 | val_loss: 0.0311881 | Time: 2242.32 ms [2022-04-11 04:18:27 main:574] : INFO : Epoch 1709 | loss: 0.0311836 | val_loss: 0.0311886 | Time: 2296.08 ms [2022-04-11 04:18:29 main:574] : INFO : Epoch 1710 | loss: 0.0311838 | val_loss: 0.0311883 | Time: 2293.65 ms [2022-04-11 04:18:32 main:574] : INFO : Epoch 1711 | loss: 0.0311828 | val_loss: 0.0311898 | Time: 2293.38 ms [2022-04-11 04:18:34 main:574] : INFO : Epoch 1712 | loss: 0.031184 | val_loss: 0.0311924 | Time: 2246.24 ms [2022-04-11 04:18:36 main:574] : INFO : Epoch 1713 | loss: 0.0311826 | val_loss: 0.0311886 | Time: 2248.07 ms [2022-04-11 04:18:38 main:574] : INFO : Epoch 1714 | loss: 0.0311817 | val_loss: 0.0311875 | Time: 2235.99 ms [2022-04-11 04:18:41 main:574] : INFO : Epoch 1715 | loss: 0.0311842 | val_loss: 0.0311909 | Time: 2330.62 ms [2022-04-11 04:18:43 main:574] : INFO : Epoch 1716 | loss: 0.0311863 | val_loss: 0.0311954 | Time: 2312.36 ms [2022-04-11 04:18:45 main:574] : INFO : Epoch 1717 | loss: 0.0311884 | val_loss: 0.0311926 | Time: 2209.88 ms [2022-04-11 04:18:48 main:574] : INFO : Epoch 1718 | loss: 0.0311886 | val_loss: 0.0311909 | Time: 2210.32 ms [2022-04-11 04:18:50 main:574] : INFO : Epoch 1719 | loss: 0.0311855 | val_loss: 0.031194 | Time: 2262.78 ms [2022-04-11 04:18:52 main:574] : INFO : Epoch 1720 | loss: 0.0311859 | val_loss: 0.0311898 | Time: 2212.93 ms [2022-04-11 04:18:54 main:574] : INFO : Epoch 1721 | loss: 0.0311845 | val_loss: 0.0311904 | Time: 2221.58 ms [2022-04-11 04:18:56 main:574] : INFO : Epoch 1722 | loss: 0.0311849 | val_loss: 0.0311911 | Time: 2177.97 ms [2022-04-11 04:18:59 main:574] : INFO : Epoch 1723 | loss: 0.0311852 | val_loss: 0.0311899 | Time: 2307.01 ms [2022-04-11 04:19:01 main:574] : INFO : Epoch 1724 | loss: 0.031185 | val_loss: 0.0311893 | Time: 2322.69 ms [2022-04-11 04:19:03 main:574] : INFO : Epoch 1725 | loss: 0.0311882 | val_loss: 0.0311894 | Time: 2242.73 ms [2022-04-11 04:19:06 main:574] : INFO : Epoch 1726 | loss: 0.0311866 | val_loss: 0.0311905 | Time: 2213.7 ms [2022-04-11 04:19:08 main:574] : INFO : Epoch 1727 | loss: 0.0311842 | val_loss: 0.0311894 | Time: 2317.02 ms [2022-04-11 04:19:10 main:574] : INFO : Epoch 1728 | loss: 0.0311839 | val_loss: 0.0311897 | Time: 2169.6 ms [2022-04-11 04:19:12 main:574] : INFO : Epoch 1729 | loss: 0.0311839 | val_loss: 0.031193 | Time: 2242.45 ms [2022-04-11 04:19:14 main:574] : INFO : Epoch 1730 | loss: 0.0311849 | val_loss: 0.0311911 | Time: 2199.6 ms [2022-04-11 04:19:17 main:574] : INFO : Epoch 1731 | loss: 0.0311844 | val_loss: 0.0311893 | Time: 2255.03 ms [2022-04-11 04:19:19 main:574] : INFO : Epoch 1732 | loss: 0.0311831 | val_loss: 0.0311904 | Time: 2410.98 ms [2022-04-11 04:19:21 main:574] : INFO : Epoch 1733 | loss: 0.0311831 | val_loss: 0.0311905 | Time: 2223.49 ms [2022-04-11 04:19:24 main:574] : INFO : Epoch 1734 | loss: 0.0311848 | val_loss: 0.0311912 | Time: 2254.94 ms [2022-04-11 04:19:26 main:574] : INFO : Epoch 1735 | loss: 0.031187 | val_loss: 0.0311906 | Time: 2369.53 ms [2022-04-11 04:19:28 main:574] : INFO : Epoch 1736 | loss: 0.0311876 | val_loss: 0.0311931 | Time: 2189.64 ms [2022-04-11 04:19:31 main:574] : INFO : Epoch 1737 | loss: 0.0311897 | val_loss: 0.0311937 | Time: 2302.57 ms [2022-04-11 04:19:33 main:574] : INFO : Epoch 1738 | loss: 0.0311889 | val_loss: 0.0311918 | Time: 2333.81 ms [2022-04-11 04:19:35 main:574] : INFO : Epoch 1739 | loss: 0.0311902 | val_loss: 0.0311904 | Time: 2186.08 ms [2022-04-11 04:19:37 main:574] : INFO : Epoch 1740 | loss: 0.0311855 | val_loss: 0.031193 | Time: 2261.72 ms [2022-04-11 04:19:40 main:574] : INFO : Epoch 1741 | loss: 0.0311856 | val_loss: 0.0311909 | Time: 2201.01 ms [2022-04-11 04:19:42 main:574] : INFO : Epoch 1742 | loss: 0.0311851 | val_loss: 0.0311905 | Time: 2217.91 ms [2022-04-11 04:19:44 main:574] : INFO : Epoch 1743 | loss: 0.0311839 | val_loss: 0.0311934 | Time: 2368.36 ms [2022-04-11 04:19:47 main:574] : INFO : Epoch 1744 | loss: 0.0311844 | val_loss: 0.03119 | Time: 2437.67 ms [2022-04-11 04:19:49 main:574] : INFO : Epoch 1745 | loss: 0.0311834 | val_loss: 0.0311894 | Time: 2222.02 ms [2022-04-11 04:19:51 main:574] : INFO : Epoch 1746 | loss: 0.0311831 | val_loss: 0.0311891 | Time: 2333.91 ms [2022-04-11 04:19:53 main:574] : INFO : Epoch 1747 | loss: 0.0311835 | val_loss: 0.0311925 | Time: 2168.09 ms [2022-04-11 04:19:55 main:574] : INFO : Epoch 1748 | loss: 0.0311852 | val_loss: 0.0311908 | Time: 2174.8 ms [2022-04-11 04:19:58 main:574] : INFO : Epoch 1749 | loss: 0.0311832 | val_loss: 0.0311922 | Time: 2209.24 ms [2022-04-11 04:20:00 main:574] : INFO : Epoch 1750 | loss: 0.0311835 | val_loss: 0.0311893 | Time: 2339.05 ms [2022-04-11 04:20:02 main:574] : INFO : Epoch 1751 | loss: 0.031182 | val_loss: 0.0311895 | Time: 2232.47 ms [2022-04-11 04:20:05 main:574] : INFO : Epoch 1752 | loss: 0.0311834 | val_loss: 0.0311939 | Time: 2311.93 ms [2022-04-11 04:20:07 main:574] : INFO : Epoch 1753 | loss: 0.0311825 | val_loss: 0.0311896 | Time: 2159.18 ms [2022-04-11 04:20:09 main:574] : INFO : Epoch 1754 | loss: 0.0311823 | val_loss: 0.0311911 | Time: 2242.59 ms [2022-04-11 04:20:11 main:574] : INFO : Epoch 1755 | loss: 0.0311832 | val_loss: 0.0311884 | Time: 2194.78 ms [2022-04-11 04:20:13 main:574] : INFO : Epoch 1756 | loss: 0.0311823 | val_loss: 0.0311891 | Time: 2270.8 ms [2022-04-11 04:20:16 main:574] : INFO : Epoch 1757 | loss: 0.0311822 | val_loss: 0.0311901 | Time: 2229.67 ms [2022-04-11 04:20:18 main:574] : INFO : Epoch 1758 | loss: 0.0311823 | val_loss: 0.0311886 | Time: 2269.57 ms [2022-04-11 04:20:20 main:574] : INFO : Epoch 1759 | loss: 0.0311837 | val_loss: 0.0311897 | Time: 2336.56 ms [2022-04-11 04:20:22 main:574] : INFO : Epoch 1760 | loss: 0.0311839 | val_loss: 0.0311939 | Time: 2136.31 ms [2022-04-11 04:20:25 main:574] : INFO : Epoch 1761 | loss: 0.0311829 | val_loss: 0.0311906 | Time: 2203.81 ms [2022-04-11 04:20:27 main:574] : INFO : Epoch 1762 | loss: 0.0311831 | val_loss: 0.0311903 | Time: 2136.79 ms [2022-04-11 04:20:29 main:574] : INFO : Epoch 1763 | loss: 0.0311817 | val_loss: 0.03119 | Time: 2269.7 ms [2022-04-11 04:20:31 main:574] : INFO : Epoch 1764 | loss: 0.0311809 | val_loss: 0.0311899 | Time: 2171.84 ms [2022-04-11 04:20:34 main:574] : INFO : Epoch 1765 | loss: 0.0311819 | val_loss: 0.0311895 | Time: 2299.77 ms [2022-04-11 04:20:36 main:574] : INFO : Epoch 1766 | loss: 0.0311833 | val_loss: 0.0311894 | Time: 2175.94 ms [2022-04-11 04:20:38 main:574] : INFO : Epoch 1767 | loss: 0.031183 | val_loss: 0.0311911 | Time: 2470.57 ms [2022-04-11 04:20:41 main:574] : INFO : Epoch 1768 | loss: 0.0311831 | val_loss: 0.03119 | Time: 2511.44 ms [2022-04-11 04:20:43 main:574] : INFO : Epoch 1769 | loss: 0.0311837 | val_loss: 0.03119 | Time: 2454.18 ms [2022-04-11 04:20:46 main:574] : INFO : Epoch 1770 | loss: 0.0311824 | val_loss: 0.0311907 | Time: 2516.59 ms [2022-04-11 04:20:48 main:574] : INFO : Epoch 1771 | loss: 0.0311853 | val_loss: 0.0311908 | Time: 2674.42 ms [2022-04-11 04:20:51 main:574] : INFO : Epoch 1772 | loss: 0.031184 | val_loss: 0.0311892 | Time: 2457.52 ms [2022-04-11 04:20:53 main:574] : INFO : Epoch 1773 | loss: 0.0311821 | val_loss: 0.0311968 | Time: 2380.69 ms [2022-04-11 04:20:56 main:574] : INFO : Epoch 1774 | loss: 0.0311857 | val_loss: 0.0311916 | Time: 2502.12 ms [2022-04-11 04:20:58 main:574] : INFO : Epoch 1775 | loss: 0.0311841 | val_loss: 0.0311923 | Time: 2313.19 ms [2022-04-11 04:21:00 main:574] : INFO : Epoch 1776 | loss: 0.0311823 | val_loss: 0.0311887 | Time: 2333.6 ms [2022-04-11 04:21:03 main:574] : INFO : Epoch 1777 | loss: 0.0311813 | val_loss: 0.0311923 | Time: 2224.98 ms [2022-04-11 04:21:05 main:574] : INFO : Epoch 1778 | loss: 0.0311811 | val_loss: 0.031189 | Time: 2243.78 ms [2022-04-11 04:21:07 main:574] : INFO : Epoch 1779 | loss: 0.0311798 | val_loss: 0.0311902 | Time: 2183.54 ms [2022-04-11 04:21:10 main:574] : INFO : Epoch 1780 | loss: 0.0311807 | val_loss: 0.0311895 | Time: 2384.52 ms [2022-04-11 04:21:12 main:574] : INFO : Epoch 1781 | loss: 0.0311819 | val_loss: 0.0311911 | Time: 2374.75 ms [2022-04-11 04:21:14 main:574] : INFO : Epoch 1782 | loss: 0.0311833 | val_loss: 0.0311912 | Time: 2507.52 ms [2022-04-11 04:21:17 main:574] : INFO : Epoch 1783 | loss: 0.031183 | val_loss: 0.03119 | Time: 2478.02 ms [2022-04-11 04:21:20 main:574] : INFO : Epoch 1784 | loss: 0.0311803 | val_loss: 0.0311898 | Time: 2623.14 ms [2022-04-11 04:21:22 main:574] : INFO : Epoch 1785 | loss: 0.0311805 | val_loss: 0.0311917 | Time: 2469.26 ms [2022-04-11 04:21:24 main:574] : INFO : Epoch 1786 | loss: 0.0311808 | val_loss: 0.0311897 | Time: 2434.05 ms [2022-04-11 04:21:27 main:574] : INFO : Epoch 1787 | loss: 0.0311826 | val_loss: 0.0311899 | Time: 2420.03 ms [2022-04-11 04:21:29 main:574] : INFO : Epoch 1788 | loss: 0.0311822 | val_loss: 0.0311892 | Time: 2471.07 ms [2022-04-11 04:21:32 main:574] : INFO : Epoch 1789 | loss: 0.031181 | val_loss: 0.0311899 | Time: 2392.41 ms [2022-04-11 04:21:34 main:574] : INFO : Epoch 1790 | loss: 0.0311796 | val_loss: 0.0311891 | Time: 2451.48 ms [2022-04-11 04:21:36 main:574] : INFO : Epoch 1791 | loss: 0.0311801 | val_loss: 0.0311893 | Time: 2196.13 ms [2022-04-11 04:21:39 main:574] : INFO : Epoch 1792 | loss: 0.0311806 | val_loss: 0.0311899 | Time: 2250.32 ms [2022-04-11 04:21:41 main:574] : INFO : Epoch 1793 | loss: 0.0311811 | val_loss: 0.0311887 | Time: 2348.15 ms [2022-04-11 04:21:43 main:574] : INFO : Epoch 1794 | loss: 0.0311815 | val_loss: 0.0311874 | Time: 2280.28 ms [2022-04-11 04:21:45 main:574] : INFO : Epoch 1795 | loss: 0.0311812 | val_loss: 0.0311882 | Time: 2154.88 ms [2022-04-11 04:21:48 main:574] : INFO : Epoch 1796 | loss: 0.0311822 | val_loss: 0.031192 | Time: 2212.74 ms [2022-04-11 04:21:50 main:574] : INFO : Epoch 1797 | loss: 0.0311835 | val_loss: 0.0311895 | Time: 2349.12 ms [2022-04-11 04:21:52 main:574] : INFO : Epoch 1798 | loss: 0.0311815 | val_loss: 0.0311889 | Time: 2095.86 ms [2022-04-11 04:21:54 main:574] : INFO : Epoch 1799 | loss: 0.0311804 | val_loss: 0.0311894 | Time: 2234.34 ms [2022-04-11 04:21:57 main:574] : INFO : Epoch 1800 | loss: 0.0311815 | val_loss: 0.0311899 | Time: 2323.8 ms [2022-04-11 04:21:59 main:574] : INFO : Epoch 1801 | loss: 0.0311821 | val_loss: 0.03119 | Time: 2225.26 ms [2022-04-11 04:22:01 main:574] : INFO : Epoch 1802 | loss: 0.0311813 | val_loss: 0.03119 | Time: 2269.95 ms [2022-04-11 04:22:04 main:574] : INFO : Epoch 1803 | loss: 0.03118 | val_loss: 0.031191 | Time: 2374.84 ms [2022-04-11 04:22:06 main:574] : INFO : Epoch 1804 | loss: 0.031179 | val_loss: 0.0311881 | Time: 2177.35 ms [2022-04-11 04:22:08 main:574] : INFO : Epoch 1805 | loss: 0.0311796 | val_loss: 0.0311887 | Time: 2212.22 ms [2022-04-11 04:22:10 main:574] : INFO : Epoch 1806 | loss: 0.0311795 | val_loss: 0.0311884 | Time: 2278.76 ms [2022-04-11 04:22:13 main:574] : INFO : Epoch 1807 | loss: 0.0311793 | val_loss: 0.0311904 | Time: 2301.1 ms [2022-04-11 04:22:15 main:574] : INFO : Epoch 1808 | loss: 0.031181 | val_loss: 0.03119 | Time: 2244.82 ms [2022-04-11 04:22:17 main:574] : INFO : Epoch 1809 | loss: 0.031179 | val_loss: 0.0311904 | Time: 2287.13 ms [2022-04-11 04:22:19 main:574] : INFO : Epoch 1810 | loss: 0.0311812 | val_loss: 0.0311894 | Time: 2313.53 ms [2022-04-11 04:22:22 main:574] : INFO : Epoch 1811 | loss: 0.0311814 | val_loss: 0.0311896 | Time: 2295.44 ms [2022-04-11 04:22:24 main:574] : INFO : Epoch 1812 | loss: 0.0311811 | val_loss: 0.0311906 | Time: 2285.91 ms [2022-04-11 04:22:26 main:574] : INFO : Epoch 1813 | loss: 0.0311806 | val_loss: 0.0311884 | Time: 2286.94 ms [2022-04-11 04:22:29 main:574] : INFO : Epoch 1814 | loss: 0.031181 | val_loss: 0.0311889 | Time: 2461.22 ms [2022-04-11 04:22:31 main:574] : INFO : Epoch 1815 | loss: 0.0311804 | val_loss: 0.0311886 | Time: 2309.49 ms [2022-04-11 04:22:34 main:574] : INFO : Epoch 1816 | loss: 0.0311797 | val_loss: 0.03119 | Time: 2430.23 ms [2022-04-11 04:22:36 main:574] : INFO : Epoch 1817 | loss: 0.0311819 | val_loss: 0.0311908 | Time: 2286.79 ms [2022-04-11 04:22:38 main:574] : INFO : Epoch 1818 | loss: 0.0311804 | val_loss: 0.0311891 | Time: 2150.37 ms [2022-04-11 04:22:40 main:574] : INFO : Epoch 1819 | loss: 0.0311807 | val_loss: 0.0311893 | Time: 2257.11 ms [2022-04-11 04:22:42 main:574] : INFO : Epoch 1820 | loss: 0.0311804 | val_loss: 0.0311903 | Time: 2081.94 ms [2022-04-11 04:22:45 main:574] : INFO : Epoch 1821 | loss: 0.0311807 | val_loss: 0.0311889 | Time: 2240.16 ms [2022-04-11 04:22:47 main:574] : INFO : Epoch 1822 | loss: 0.0311809 | val_loss: 0.0311888 | Time: 2188.39 ms [2022-04-11 04:22:49 main:574] : INFO : Epoch 1823 | loss: 0.0311803 | val_loss: 0.0311901 | Time: 2309.77 ms [2022-04-11 04:22:51 main:574] : INFO : Epoch 1824 | loss: 0.0311809 | val_loss: 0.0311892 | Time: 2276.08 ms [2022-04-11 04:22:54 main:574] : INFO : Epoch 1825 | loss: 0.0311814 | val_loss: 0.0311888 | Time: 2313.52 ms [2022-04-11 04:22:56 main:574] : INFO : Epoch 1826 | loss: 0.0311812 | val_loss: 0.0311892 | Time: 2210.66 ms [2022-04-11 04:22:58 main:574] : INFO : Epoch 1827 | loss: 0.0311803 | val_loss: 0.0311883 | Time: 2300.31 ms [2022-04-11 04:23:00 main:574] : INFO : Epoch 1828 | loss: 0.0311798 | val_loss: 0.0311914 | Time: 2230.95 ms [2022-04-11 04:23:03 main:574] : INFO : Epoch 1829 | loss: 0.0311825 | val_loss: 0.0311885 | Time: 2338.03 ms [2022-04-11 04:23:05 main:574] : INFO : Epoch 1830 | loss: 0.0311808 | val_loss: 0.0311884 | Time: 2187.26 ms [2022-04-11 04:23:07 main:574] : INFO : Epoch 1831 | loss: 0.0311812 | val_loss: 0.0311894 | Time: 2239.99 ms [2022-04-11 04:23:09 main:574] : INFO : Epoch 1832 | loss: 0.0311817 | val_loss: 0.03119 | Time: 2181.82 ms [2022-04-11 04:23:12 main:574] : INFO : Epoch 1833 | loss: 0.0311817 | val_loss: 0.0311909 | Time: 2191.62 ms [2022-04-11 04:23:14 main:574] : INFO : Epoch 1834 | loss: 0.0311818 | val_loss: 0.0311918 | Time: 2198.04 ms [2022-04-11 04:23:16 main:574] : INFO : Epoch 1835 | loss: 0.0311817 | val_loss: 0.03119 | Time: 2289.42 ms [2022-04-11 04:23:18 main:574] : INFO : Epoch 1836 | loss: 0.0311806 | val_loss: 0.0311896 | Time: 2261.31 ms [2022-04-11 04:23:21 main:574] : INFO : Epoch 1837 | loss: 0.0311802 | val_loss: 0.031189 | Time: 2213.61 ms [2022-04-11 04:23:23 main:574] : INFO : Epoch 1838 | loss: 0.03118 | val_loss: 0.0311929 | Time: 2301.23 ms [2022-04-11 04:23:25 main:574] : INFO : Epoch 1839 | loss: 0.031181 | val_loss: 0.0311898 | Time: 2212.01 ms [2022-04-11 04:23:27 main:574] : INFO : Epoch 1840 | loss: 0.0311794 | val_loss: 0.0311891 | Time: 2293.24 ms [2022-04-11 04:23:30 main:574] : INFO : Epoch 1841 | loss: 0.0311801 | val_loss: 0.0311882 | Time: 2208.83 ms [2022-04-11 04:23:32 main:574] : INFO : Epoch 1842 | loss: 0.0311907 | val_loss: 0.0311976 | Time: 2153.05 ms [2022-04-11 04:23:34 main:574] : INFO : Epoch 1843 | loss: 0.0314615 | val_loss: 0.0370275 | Time: 2181.63 ms [2022-04-11 04:23:36 main:574] : INFO : Epoch 1844 | loss: 0.0374547 | val_loss: 0.0322446 | Time: 2228.23 ms [2022-04-11 04:23:38 main:574] : INFO : Epoch 1845 | loss: 0.0370544 | val_loss: 0.0328743 | Time: 2142.47 ms [2022-04-11 04:23:41 main:574] : INFO : Epoch 1846 | loss: 0.0317446 | val_loss: 0.0313869 | Time: 2314.27 ms [2022-04-11 04:23:43 main:574] : INFO : Epoch 1847 | loss: 0.0313273 | val_loss: 0.0312612 | Time: 2206 ms [2022-04-11 04:23:45 main:574] : INFO : Epoch 1848 | loss: 0.0312526 | val_loss: 0.0312387 | Time: 2219.95 ms [2022-04-11 04:23:47 main:574] : INFO : Epoch 1849 | loss: 0.0312335 | val_loss: 0.0312269 | Time: 2280.63 ms [2022-04-11 04:23:50 main:574] : INFO : Epoch 1850 | loss: 0.0312237 | val_loss: 0.03122 | Time: 2276.37 ms [2022-04-11 04:23:52 main:574] : INFO : Epoch 1851 | loss: 0.0312173 | val_loss: 0.0312135 | Time: 2159.89 ms [2022-04-11 04:23:54 main:574] : INFO : Epoch 1852 | loss: 0.0312121 | val_loss: 0.0312091 | Time: 2284.63 ms [2022-04-11 04:23:56 main:574] : INFO : Epoch 1853 | loss: 0.0312083 | val_loss: 0.0312056 | Time: 2112.61 ms [2022-04-11 04:23:58 main:574] : INFO : Epoch 1854 | loss: 0.0312052 | val_loss: 0.0312029 | Time: 2258.43 ms [2022-04-11 04:24:01 main:574] : INFO : Epoch 1855 | loss: 0.0312032 | val_loss: 0.0312012 | Time: 2212.96 ms [2022-04-11 04:24:03 main:574] : INFO : Epoch 1856 | loss: 0.031202 | val_loss: 0.0311999 | Time: 2209.36 ms [2022-04-11 04:24:05 main:574] : INFO : Epoch 1857 | loss: 0.0312011 | val_loss: 0.031199 | Time: 2204.71 ms [2022-04-11 04:24:07 main:574] : INFO : Epoch 1858 | loss: 0.0312006 | val_loss: 0.0311993 | Time: 2296.59 ms [2022-04-11 04:24:10 main:574] : INFO : Epoch 1859 | loss: 0.0312007 | val_loss: 0.0311996 | Time: 2223.21 ms [2022-04-11 04:24:12 main:574] : INFO : Epoch 1860 | loss: 0.0312 | val_loss: 0.0311984 | Time: 2196.94 ms [2022-04-11 04:24:14 main:574] : INFO : Epoch 1861 | loss: 0.0311996 | val_loss: 0.0311976 | Time: 2257.67 ms [2022-04-11 04:24:16 main:574] : INFO : Epoch 1862 | loss: 0.0311993 | val_loss: 0.0311973 | Time: 2202.35 ms [2022-04-11 04:24:19 main:574] : INFO : Epoch 1863 | loss: 0.031199 | val_loss: 0.0311967 | Time: 2236.98 ms [2022-04-11 04:24:21 main:574] : INFO : Epoch 1864 | loss: 0.0311986 | val_loss: 0.0311961 | Time: 2267.68 ms [2022-04-11 04:24:23 main:574] : INFO : Epoch 1865 | loss: 0.0311981 | val_loss: 0.0311959 | Time: 2158.9 ms [2022-04-11 04:24:25 main:574] : INFO : Epoch 1866 | loss: 0.0311979 | val_loss: 0.0311953 | Time: 2165.96 ms [2022-04-11 04:24:27 main:574] : INFO : Epoch 1867 | loss: 0.0311974 | val_loss: 0.0311947 | Time: 2169.34 ms [2022-04-11 04:24:30 main:574] : INFO : Epoch 1868 | loss: 0.0311967 | val_loss: 0.0311946 | Time: 2284.87 ms [2022-04-11 04:24:32 main:574] : INFO : Epoch 1869 | loss: 0.0311963 | val_loss: 0.031194 | Time: 2246.96 ms [2022-04-11 04:24:34 main:574] : INFO : Epoch 1870 | loss: 0.0311953 | val_loss: 0.031194 | Time: 2217.07 ms [2022-04-11 04:24:36 main:574] : INFO : Epoch 1871 | loss: 0.0311947 | val_loss: 0.0311936 | Time: 2216.01 ms [2022-04-11 04:24:39 main:574] : INFO : Epoch 1872 | loss: 0.0311934 | val_loss: 0.0311931 | Time: 2199.42 ms [2022-04-11 04:24:41 main:574] : INFO : Epoch 1873 | loss: 0.0311923 | val_loss: 0.031193 | Time: 2200.71 ms [2022-04-11 04:24:43 main:574] : INFO : Epoch 1874 | loss: 0.0311914 | val_loss: 0.0311924 | Time: 2259.74 ms [2022-04-11 04:24:45 main:574] : INFO : Epoch 1875 | loss: 0.0311905 | val_loss: 0.0311916 | Time: 2250.44 ms [2022-04-11 04:24:48 main:574] : INFO : Epoch 1876 | loss: 0.0311899 | val_loss: 0.0311907 | Time: 2277.29 ms [2022-04-11 04:24:50 main:574] : INFO : Epoch 1877 | loss: 0.0311892 | val_loss: 0.0311907 | Time: 2329.36 ms [2022-04-11 04:24:52 main:574] : INFO : Epoch 1878 | loss: 0.0311888 | val_loss: 0.0311907 | Time: 2197.02 ms [2022-04-11 04:24:54 main:574] : INFO : Epoch 1879 | loss: 0.0311885 | val_loss: 0.0311901 | Time: 2158.43 ms [2022-04-11 04:24:57 main:574] : INFO : Epoch 1880 | loss: 0.0311881 | val_loss: 0.0311905 | Time: 2306.29 ms [2022-04-11 04:24:59 main:574] : INFO : Epoch 1881 | loss: 0.0311878 | val_loss: 0.0311888 | Time: 2066.89 ms [2022-04-11 04:25:01 main:574] : INFO : Epoch 1882 | loss: 0.0311873 | val_loss: 0.0311884 | Time: 2298.93 ms [2022-04-11 04:25:03 main:574] : INFO : Epoch 1883 | loss: 0.0311871 | val_loss: 0.0311885 | Time: 2172.38 ms [2022-04-11 04:25:05 main:574] : INFO : Epoch 1884 | loss: 0.0311874 | val_loss: 0.0311888 | Time: 2314.64 ms [2022-04-11 04:25:08 main:574] : INFO : Epoch 1885 | loss: 0.0311878 | val_loss: 0.03119 | Time: 2197.57 ms [2022-04-11 04:25:10 main:574] : INFO : Epoch 1886 | loss: 0.031188 | val_loss: 0.0311896 | Time: 2114.8 ms [2022-04-11 04:25:12 main:574] : INFO : Epoch 1887 | loss: 0.0311871 | val_loss: 0.0311896 | Time: 2215.41 ms [2022-04-11 04:25:14 main:574] : INFO : Epoch 1888 | loss: 0.0311865 | val_loss: 0.0311894 | Time: 2166 ms [2022-04-11 04:25:16 main:574] : INFO : Epoch 1889 | loss: 0.0311862 | val_loss: 0.0311885 | Time: 2244.81 ms [2022-04-11 04:25:19 main:574] : INFO : Epoch 1890 | loss: 0.0311861 | val_loss: 0.0311894 | Time: 2282.61 ms [2022-04-11 04:25:21 main:574] : INFO : Epoch 1891 | loss: 0.0311862 | val_loss: 0.031189 | Time: 2252.62 ms [2022-04-11 04:25:23 main:574] : INFO : Epoch 1892 | loss: 0.0311859 | val_loss: 0.0311888 | Time: 2287.98 ms [2022-04-11 04:25:26 main:574] : INFO : Epoch 1893 | loss: 0.0311855 | val_loss: 0.0311888 | Time: 2253.11 ms [2022-04-11 04:25:28 main:574] : INFO : Epoch 1894 | loss: 0.0311854 | val_loss: 0.0311889 | Time: 2236.98 ms [2022-04-11 04:25:30 main:574] : INFO : Epoch 1895 | loss: 0.0311851 | val_loss: 0.0311892 | Time: 2253.75 ms [2022-04-11 04:25:32 main:574] : INFO : Epoch 1896 | loss: 0.0311855 | val_loss: 0.0311887 | Time: 2343.28 ms [2022-04-11 04:25:35 main:574] : INFO : Epoch 1897 | loss: 0.0311862 | val_loss: 0.0311887 | Time: 2306.56 ms [2022-04-11 04:25:37 main:574] : INFO : Epoch 1898 | loss: 0.0311852 | val_loss: 0.0311882 | Time: 2300.6 ms [2022-04-11 04:25:39 main:574] : INFO : Epoch 1899 | loss: 0.0311849 | val_loss: 0.0311887 | Time: 2204.98 ms [2022-04-11 04:25:42 main:574] : INFO : Epoch 1900 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 2365.64 ms [2022-04-11 04:25:44 main:574] : INFO : Epoch 1901 | loss: 0.0311846 | val_loss: 0.0311887 | Time: 2229.54 ms [2022-04-11 04:25:46 main:574] : INFO : Epoch 1902 | loss: 0.0311846 | val_loss: 0.0311883 | Time: 2222.58 ms [2022-04-11 04:25:48 main:574] : INFO : Epoch 1903 | loss: 0.0311845 | val_loss: 0.0311884 | Time: 2101.67 ms [2022-04-11 04:25:50 main:574] : INFO : Epoch 1904 | loss: 0.0311844 | val_loss: 0.0311888 | Time: 2260.57 ms [2022-04-11 04:25:53 main:574] : INFO : Epoch 1905 | loss: 0.0311847 | val_loss: 0.0311883 | Time: 2155.33 ms [2022-04-11 04:25:55 main:574] : INFO : Epoch 1906 | loss: 0.0311841 | val_loss: 0.0311883 | Time: 2323.39 ms [2022-04-11 04:25:57 main:574] : INFO : Epoch 1907 | loss: 0.0311847 | val_loss: 0.0311888 | Time: 2193.2 ms [2022-04-11 04:25:59 main:574] : INFO : Epoch 1908 | loss: 0.0311858 | val_loss: 0.0311889 | Time: 2233.45 ms [2022-04-11 04:26:02 main:574] : INFO : Epoch 1909 | loss: 0.0311856 | val_loss: 0.031189 | Time: 2272.83 ms [2022-04-11 04:26:04 main:574] : INFO : Epoch 1910 | loss: 0.0311853 | val_loss: 0.0311888 | Time: 2168.69 ms [2022-04-11 04:26:06 main:574] : INFO : Epoch 1911 | loss: 0.0311847 | val_loss: 0.0311887 | Time: 2257.04 ms [2022-04-11 04:26:08 main:574] : INFO : Epoch 1912 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 2176.77 ms [2022-04-11 04:26:10 main:574] : INFO : Epoch 1913 | loss: 0.0311848 | val_loss: 0.0311884 | Time: 2269.23 ms [2022-04-11 04:26:13 main:574] : INFO : Epoch 1914 | loss: 0.0311847 | val_loss: 0.0311875 | Time: 2122.66 ms [2022-04-11 04:26:15 main:574] : INFO : Epoch 1915 | loss: 0.0311844 | val_loss: 0.0311876 | Time: 2255.8 ms [2022-04-11 04:26:17 main:574] : INFO : Epoch 1916 | loss: 0.0311842 | val_loss: 0.0311874 | Time: 2213.41 ms [2022-04-11 04:26:19 main:574] : INFO : Epoch 1917 | loss: 0.031184 | val_loss: 0.0311873 | Time: 2361.72 ms [2022-04-11 04:26:22 main:574] : INFO : Epoch 1918 | loss: 0.0311839 | val_loss: 0.0311875 | Time: 2195.83 ms [2022-04-11 04:26:24 main:574] : INFO : Epoch 1919 | loss: 0.0311833 | val_loss: 0.0311874 | Time: 2184.74 ms [2022-04-11 04:26:26 main:574] : INFO : Epoch 1920 | loss: 0.0311834 | val_loss: 0.0311875 | Time: 2111.7 ms [2022-04-11 04:26:28 main:574] : INFO : Epoch 1921 | loss: 0.0311833 | val_loss: 0.0311872 | Time: 2337.23 ms [2022-04-11 04:26:30 main:574] : INFO : Epoch 1922 | loss: 0.0311833 | val_loss: 0.0311896 | Time: 2100.63 ms [2022-04-11 04:26:33 main:574] : INFO : Epoch 1923 | loss: 0.031184 | val_loss: 0.0311878 | Time: 2291 ms [2022-04-11 04:26:35 main:574] : INFO : Epoch 1924 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 2241.71 ms [2022-04-11 04:26:37 main:574] : INFO : Epoch 1925 | loss: 0.0311828 | val_loss: 0.0311881 | Time: 2233.26 ms [2022-04-11 04:26:39 main:574] : INFO : Epoch 1926 | loss: 0.0311832 | val_loss: 0.0311874 | Time: 2181.59 ms [2022-04-11 04:26:42 main:574] : INFO : Epoch 1927 | loss: 0.031183 | val_loss: 0.0311885 | Time: 2244.35 ms [2022-04-11 04:26:44 main:574] : INFO : Epoch 1928 | loss: 0.0311831 | val_loss: 0.031188 | Time: 2204.84 ms [2022-04-11 04:26:46 main:574] : INFO : Epoch 1929 | loss: 0.0311833 | val_loss: 0.0311889 | Time: 2249.72 ms [2022-04-11 04:26:48 main:574] : INFO : Epoch 1930 | loss: 0.0311825 | val_loss: 0.0311874 | Time: 2158.92 ms [2022-04-11 04:26:50 main:574] : INFO : Epoch 1931 | loss: 0.0311824 | val_loss: 0.0311883 | Time: 2147.6 ms [2022-04-11 04:26:52 main:574] : INFO : Epoch 1932 | loss: 0.0311823 | val_loss: 0.0311877 | Time: 2076.06 ms [2022-04-11 04:26:55 main:574] : INFO : Epoch 1933 | loss: 0.0311823 | val_loss: 0.0311881 | Time: 2201.29 ms [2022-04-11 04:26:57 main:574] : INFO : Epoch 1934 | loss: 0.0311823 | val_loss: 0.031188 | Time: 2251.49 ms [2022-04-11 04:26:59 main:574] : INFO : Epoch 1935 | loss: 0.0311814 | val_loss: 0.0311887 | Time: 2177.72 ms [2022-04-11 04:27:01 main:574] : INFO : Epoch 1936 | loss: 0.0311814 | val_loss: 0.0311883 | Time: 2180.87 ms [2022-04-11 04:27:03 main:574] : INFO : Epoch 1937 | loss: 0.031182 | val_loss: 0.0311891 | Time: 2144.59 ms [2022-04-11 04:27:06 main:574] : INFO : Epoch 1938 | loss: 0.031182 | val_loss: 0.0311905 | Time: 2216.04 ms [2022-04-11 04:27:08 main:574] : INFO : Epoch 1939 | loss: 0.0311819 | val_loss: 0.0311888 | Time: 2186.58 ms [2022-04-11 04:27:10 main:574] : INFO : Epoch 1940 | loss: 0.0311819 | val_loss: 0.0311897 | Time: 2269.02 ms [2022-04-11 04:27:12 main:574] : INFO : Epoch 1941 | loss: 0.0311825 | val_loss: 0.0311886 | Time: 2260.3 ms [2022-04-11 04:27:15 main:574] : INFO : Epoch 1942 | loss: 0.0311836 | val_loss: 0.0311898 | Time: 2132.83 ms [2022-04-11 04:27:17 main:574] : INFO : Epoch 1943 | loss: 0.0311833 | val_loss: 0.0311898 | Time: 2232.46 ms [2022-04-11 04:27:19 main:574] : INFO : Epoch 1944 | loss: 0.0311822 | val_loss: 0.0311888 | Time: 2310.35 ms [2022-04-11 04:27:21 main:574] : INFO : Epoch 1945 | loss: 0.0311822 | val_loss: 0.0311904 | Time: 2362.06 ms [2022-04-11 04:27:24 main:574] : INFO : Epoch 1946 | loss: 0.0311828 | val_loss: 0.0311882 | Time: 2255.92 ms [2022-04-11 04:27:26 main:574] : INFO : Epoch 1947 | loss: 0.0311823 | val_loss: 0.0311873 | Time: 2271.86 ms [2022-04-11 04:27:28 main:574] : INFO : Epoch 1948 | loss: 0.031183 | val_loss: 0.0311883 | Time: 2216.27 ms [2022-04-11 04:27:30 main:574] : INFO : Epoch 1949 | loss: 0.031184 | val_loss: 0.0311878 | Time: 2146.04 ms [2022-04-11 04:27:33 main:574] : INFO : Epoch 1950 | loss: 0.0311832 | val_loss: 0.031188 | Time: 2172.4 ms [2022-04-11 04:27:35 main:574] : INFO : Epoch 1951 | loss: 0.0311826 | val_loss: 0.0311868 | Time: 2337.37 ms [2022-04-11 04:27:37 main:574] : INFO : Epoch 1952 | loss: 0.0311825 | val_loss: 0.0311871 | Time: 2240.26 ms [2022-04-11 04:27:39 main:574] : INFO : Epoch 1953 | loss: 0.0311851 | val_loss: 0.0311911 | Time: 2206.4 ms [2022-04-11 04:27:42 main:574] : INFO : Epoch 1954 | loss: 0.0311911 | val_loss: 0.031191 | Time: 2279.64 ms [2022-04-11 04:27:44 main:574] : INFO : Epoch 1955 | loss: 0.0311893 | val_loss: 0.0311913 | Time: 2213.42 ms [2022-04-11 04:27:46 main:574] : INFO : Epoch 1956 | loss: 0.0311871 | val_loss: 0.0311904 | Time: 2149.93 ms [2022-04-11 04:27:48 main:574] : INFO : Epoch 1957 | loss: 0.0311855 | val_loss: 0.0311886 | Time: 2249.18 ms [2022-04-11 04:27:51 main:574] : INFO : Epoch 1958 | loss: 0.0311856 | val_loss: 0.031192 | Time: 2253.05 ms [2022-04-11 04:27:53 main:574] : INFO : Epoch 1959 | loss: 0.0311859 | val_loss: 0.03119 | Time: 2217.64 ms [2022-04-11 04:27:55 main:574] : INFO : Epoch 1960 | loss: 0.0311857 | val_loss: 0.0311931 | Time: 2269.6 ms [2022-04-11 04:27:57 main:574] : INFO : Epoch 1961 | loss: 0.0311894 | val_loss: 0.0311968 | Time: 2288.83 ms [2022-04-11 04:27:59 main:574] : INFO : Epoch 1962 | loss: 0.0311889 | val_loss: 0.0311884 | Time: 2146.04 ms [2022-04-11 04:28:02 main:574] : INFO : Epoch 1963 | loss: 0.0311848 | val_loss: 0.0311869 | Time: 2172.45 ms [2022-04-11 04:28:04 main:574] : INFO : Epoch 1964 | loss: 0.0311837 | val_loss: 0.0311872 | Time: 2257.12 ms [2022-04-11 04:28:06 main:574] : INFO : Epoch 1965 | loss: 0.0311834 | val_loss: 0.0311871 | Time: 2206.5 ms [2022-04-11 04:28:08 main:574] : INFO : Epoch 1966 | loss: 0.0311834 | val_loss: 0.0311882 | Time: 2212.26 ms [2022-04-11 04:28:10 main:574] : INFO : Epoch 1967 | loss: 0.0311844 | val_loss: 0.031187 | Time: 2145.94 ms [2022-04-11 04:28:13 main:574] : INFO : Epoch 1968 | loss: 0.0311851 | val_loss: 0.031187 | Time: 2219.03 ms [2022-04-11 04:28:15 main:574] : INFO : Epoch 1969 | loss: 0.0311837 | val_loss: 0.0311877 | Time: 2251.54 ms [2022-04-11 04:28:17 main:574] : INFO : Epoch 1970 | loss: 0.031183 | val_loss: 0.0311862 | Time: 2123.04 ms [2022-04-11 04:28:19 main:574] : INFO : Epoch 1971 | loss: 0.0311824 | val_loss: 0.0311866 | Time: 2244.94 ms [2022-04-11 04:28:22 main:574] : INFO : Epoch 1972 | loss: 0.031182 | val_loss: 0.0311856 | Time: 2202.88 ms [2022-04-11 04:28:24 main:574] : INFO : Epoch 1973 | loss: 0.0311825 | val_loss: 0.0311876 | Time: 2262.88 ms [2022-04-11 04:28:26 main:574] : INFO : Epoch 1974 | loss: 0.0311831 | val_loss: 0.0311865 | Time: 2196.18 ms [2022-04-11 04:28:28 main:574] : INFO : Epoch 1975 | loss: 0.0311826 | val_loss: 0.0311898 | Time: 2110.72 ms [2022-04-11 04:28:31 main:574] : INFO : Epoch 1976 | loss: 0.0311837 | val_loss: 0.0311886 | Time: 2386.58 ms [2022-04-11 04:28:33 main:574] : INFO : Epoch 1977 | loss: 0.0311837 | val_loss: 0.0311877 | Time: 2202.09 ms [2022-04-11 04:28:35 main:574] : INFO : Epoch 1978 | loss: 0.0311842 | val_loss: 0.0311871 | Time: 2237.51 ms [2022-04-11 04:28:37 main:574] : INFO : Epoch 1979 | loss: 0.0311831 | val_loss: 0.0311874 | Time: 2267.79 ms [2022-04-11 04:28:39 main:574] : INFO : Epoch 1980 | loss: 0.0311827 | val_loss: 0.0311867 | Time: 2246.3 ms [2022-04-11 04:28:42 main:574] : INFO : Epoch 1981 | loss: 0.0311814 | val_loss: 0.0311893 | Time: 2276.9 ms [2022-04-11 04:28:44 main:574] : INFO : Epoch 1982 | loss: 0.0311815 | val_loss: 0.0311883 | Time: 2309.79 ms [2022-04-11 04:28:46 main:574] : INFO : Epoch 1983 | loss: 0.0311815 | val_loss: 0.0311879 | Time: 2119.31 ms [2022-04-11 04:28:48 main:574] : INFO : Epoch 1984 | loss: 0.0311824 | val_loss: 0.0311873 | Time: 2274.2 ms [2022-04-11 04:28:51 main:574] : INFO : Epoch 1985 | loss: 0.0311822 | val_loss: 0.031189 | Time: 2186.05 ms [2022-04-11 04:28:53 main:574] : INFO : Epoch 1986 | loss: 0.0311826 | val_loss: 0.0311877 | Time: 2228.8 ms [2022-04-11 04:28:55 main:574] : INFO : Epoch 1987 | loss: 0.0311824 | val_loss: 0.0311872 | Time: 2194.62 ms [2022-04-11 04:28:57 main:574] : INFO : Epoch 1988 | loss: 0.0311828 | val_loss: 0.0311875 | Time: 2242.41 ms [2022-04-11 04:29:00 main:574] : INFO : Epoch 1989 | loss: 0.0311822 | val_loss: 0.031187 | Time: 2269.15 ms [2022-04-11 04:29:02 main:574] : INFO : Epoch 1990 | loss: 0.031182 | val_loss: 0.0311867 | Time: 2221.44 ms [2022-04-11 04:29:04 main:574] : INFO : Epoch 1991 | loss: 0.0311808 | val_loss: 0.0311855 | Time: 2296.02 ms [2022-04-11 04:29:06 main:574] : INFO : Epoch 1992 | loss: 0.0311827 | val_loss: 0.0311911 | Time: 2269.49 ms [2022-04-11 04:29:09 main:574] : INFO : Epoch 1993 | loss: 0.0311849 | val_loss: 0.0311872 | Time: 2295.78 ms [2022-04-11 04:29:11 main:574] : INFO : Epoch 1994 | loss: 0.0311825 | val_loss: 0.0311863 | Time: 2322.46 ms [2022-04-11 04:29:13 main:574] : INFO : Epoch 1995 | loss: 0.0311845 | val_loss: 0.031191 | Time: 2151.46 ms [2022-04-11 04:29:16 main:574] : INFO : Epoch 1996 | loss: 0.0311868 | val_loss: 0.031189 | Time: 2279.21 ms [2022-04-11 04:29:18 main:574] : INFO : Epoch 1997 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 2134.51 ms [2022-04-11 04:29:20 main:574] : INFO : Epoch 1998 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 2157.88 ms [2022-04-11 04:29:22 main:574] : INFO : Epoch 1999 | loss: 0.0311822 | val_loss: 0.0311884 | Time: 2226.56 ms [2022-04-11 04:29:24 main:574] : INFO : Epoch 2000 | loss: 0.0311822 | val_loss: 0.0311882 | Time: 2272.68 ms [2022-04-11 04:29:27 main:574] : INFO : Epoch 2001 | loss: 0.0311831 | val_loss: 0.0311885 | Time: 2295.51 ms [2022-04-11 04:29:29 main:574] : INFO : Epoch 2002 | loss: 0.0311827 | val_loss: 0.0311883 | Time: 2304.38 ms [2022-04-11 04:29:31 main:574] : INFO : Epoch 2003 | loss: 0.0311824 | val_loss: 0.031189 | Time: 2150.31 ms [2022-04-11 04:29:33 main:574] : INFO : Epoch 2004 | loss: 0.0311828 | val_loss: 0.0311895 | Time: 2320.47 ms [2022-04-11 04:29:36 main:574] : INFO : Epoch 2005 | loss: 0.0311818 | val_loss: 0.0311892 | Time: 2250.71 ms [2022-04-11 04:29:38 main:574] : INFO : Epoch 2006 | loss: 0.0311818 | val_loss: 0.031188 | Time: 2347 ms [2022-04-11 04:29:40 main:574] : INFO : Epoch 2007 | loss: 0.0311824 | val_loss: 0.0311884 | Time: 2332.05 ms [2022-04-11 04:29:43 main:574] : INFO : Epoch 2008 | loss: 0.0311843 | val_loss: 0.0311887 | Time: 2210.09 ms [2022-04-11 04:29:45 main:574] : INFO : Epoch 2009 | loss: 0.0311816 | val_loss: 0.0311869 | Time: 2188.92 ms [2022-04-11 04:29:47 main:574] : INFO : Epoch 2010 | loss: 0.0311827 | val_loss: 0.0311882 | Time: 2464.32 ms [2022-04-11 04:29:49 main:574] : INFO : Epoch 2011 | loss: 0.0311822 | val_loss: 0.0311865 | Time: 2250.97 ms [2022-04-11 04:29:52 main:574] : INFO : Epoch 2012 | loss: 0.0311818 | val_loss: 0.0311875 | Time: 2144.98 ms [2022-04-11 04:29:54 main:574] : INFO : Epoch 2013 | loss: 0.0311821 | val_loss: 0.0311884 | Time: 2231.42 ms [2022-04-11 04:29:56 main:574] : INFO : Epoch 2014 | loss: 0.0311811 | val_loss: 0.0311885 | Time: 2303.35 ms [2022-04-11 04:29:58 main:574] : INFO : Epoch 2015 | loss: 0.0311831 | val_loss: 0.0311891 | Time: 2250.99 ms [2022-04-11 04:30:01 main:574] : INFO : Epoch 2016 | loss: 0.0311848 | val_loss: 0.0311877 | Time: 2347.17 ms [2022-04-11 04:30:03 main:574] : INFO : Epoch 2017 | loss: 0.0311847 | val_loss: 0.0311895 | Time: 2442.82 ms [2022-04-11 04:30:06 main:574] : INFO : Epoch 2018 | loss: 0.0311841 | val_loss: 0.031189 | Time: 2459.56 ms [2022-04-11 04:30:08 main:574] : INFO : Epoch 2019 | loss: 0.0311829 | val_loss: 0.0311888 | Time: 2456.78 ms [2022-04-11 04:30:11 main:574] : INFO : Epoch 2020 | loss: 0.0311829 | val_loss: 0.0311883 | Time: 2521.69 ms [2022-04-11 04:30:13 main:574] : INFO : Epoch 2021 | loss: 0.0311825 | val_loss: 0.0311879 | Time: 2451.96 ms [2022-04-11 04:30:16 main:574] : INFO : Epoch 2022 | loss: 0.0311826 | val_loss: 0.0311882 | Time: 2476.2 ms [2022-04-11 04:30:18 main:574] : INFO : Epoch 2023 | loss: 0.0311843 | val_loss: 0.0311887 | Time: 2688.49 ms [2022-04-11 04:30:21 main:574] : INFO : Epoch 2024 | loss: 0.0311821 | val_loss: 0.031188 | Time: 2499.84 ms [2022-04-11 04:30:23 main:574] : INFO : Epoch 2025 | loss: 0.0311814 | val_loss: 0.031188 | Time: 2515.11 ms [2022-04-11 04:30:26 main:574] : INFO : Epoch 2026 | loss: 0.0311806 | val_loss: 0.0311874 | Time: 2472.94 ms [2022-04-11 04:30:28 main:574] : INFO : Epoch 2027 | loss: 0.0311832 | val_loss: 0.0311892 | Time: 2608.68 ms [2022-04-11 04:30:31 main:574] : INFO : Epoch 2028 | loss: 0.0311841 | val_loss: 0.031191 | Time: 2420.09 ms [2022-04-11 04:30:33 main:574] : INFO : Epoch 2029 | loss: 0.031184 | val_loss: 0.0311938 | Time: 2557.68 ms [2022-04-11 04:30:36 main:574] : INFO : Epoch 2030 | loss: 0.0311857 | val_loss: 0.0311918 | Time: 2553.74 ms [2022-04-11 04:30:38 main:574] : INFO : Epoch 2031 | loss: 0.0311847 | val_loss: 0.0311906 | Time: 2411.53 ms [2022-04-11 04:30:41 main:574] : INFO : Epoch 2032 | loss: 0.0311825 | val_loss: 0.0311889 | Time: 2155.5 ms [2022-04-11 04:30:43 main:574] : INFO : Epoch 2033 | loss: 0.0311823 | val_loss: 0.0311889 | Time: 2220.45 ms [2022-04-11 04:30:45 main:574] : INFO : Epoch 2034 | loss: 0.0311813 | val_loss: 0.0311887 | Time: 2180.56 ms [2022-04-11 04:30:47 main:574] : INFO : Epoch 2035 | loss: 0.0311809 | val_loss: 0.0311886 | Time: 2385.34 ms [2022-04-11 04:30:49 main:574] : INFO : Epoch 2036 | loss: 0.031182 | val_loss: 0.0311911 | Time: 2089.23 ms [2022-04-11 04:30:52 main:574] : INFO : Epoch 2037 | loss: 0.0311818 | val_loss: 0.0311876 | Time: 2333.22 ms [2022-04-11 04:30:54 main:574] : INFO : Epoch 2038 | loss: 0.0311799 | val_loss: 0.0311901 | Time: 2119.34 ms [2022-04-11 04:30:56 main:574] : INFO : Epoch 2039 | loss: 0.03118 | val_loss: 0.0311883 | Time: 2330.1 ms [2022-04-11 04:30:59 main:574] : INFO : Epoch 2040 | loss: 0.0311811 | val_loss: 0.0311917 | Time: 2356.67 ms [2022-04-11 04:31:01 main:574] : INFO : Epoch 2041 | loss: 0.0311817 | val_loss: 0.0311892 | Time: 2343.16 ms [2022-04-11 04:31:03 main:574] : INFO : Epoch 2042 | loss: 0.0311799 | val_loss: 0.0311879 | Time: 2135.18 ms [2022-04-11 04:31:05 main:574] : INFO : Epoch 2043 | loss: 0.0311793 | val_loss: 0.031189 | Time: 2230.09 ms [2022-04-11 04:31:08 main:574] : INFO : Epoch 2044 | loss: 0.0311806 | val_loss: 0.0311913 | Time: 2150.54 ms [2022-04-11 04:31:10 main:574] : INFO : Epoch 2045 | loss: 0.0311806 | val_loss: 0.0311885 | Time: 2350.69 ms [2022-04-11 04:31:12 main:574] : INFO : Epoch 2046 | loss: 0.0311804 | val_loss: 0.0311904 | Time: 2472.75 ms [2022-04-11 04:31:15 main:574] : INFO : Epoch 2047 | loss: 0.0311814 | val_loss: 0.0311899 | Time: 2404.32 ms [2022-04-11 04:31:17 main:574] : INFO : Epoch 2048 | loss: 0.0311889 | val_loss: 0.0311969 | Time: 2403.76 ms [2022-04-11 04:31:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311969 [2022-04-11 04:31:17 main:603] : INFO : Saving end state to config to file [2022-04-11 04:31:17 main:608] : INFO : Success, exiting.. 04:31:17 (30812): 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)