Task 7713878
| Name | ParityModified-1631729724-29320-2_1 |
| Workunit | 5228258 |
| Created | 30 Sep 2021, 8:15:22 UTC |
| Sent | 30 Sep 2021, 20:27:54 UTC |
| Report deadline | 7 Oct 2021, 20:27:54 UTC |
| Received | 30 Sep 2021, 21:48:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 20 min 11 sec |
| CPU time | 1 hours 19 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 39 main:574] : INFO : Epoch 1542 | loss: 0.0311898 | val_loss: 0.0311923 | Time: 2249.24 ms [2021-09-30 23:28:41 main:574] : INFO : Epoch 1543 | loss: 0.0311891 | val_loss: 0.0311934 | Time: 2275.97 ms [2021-09-30 23:28:44 main:574] : INFO : Epoch 1544 | loss: 0.0311886 | val_loss: 0.031193 | Time: 2314.15 ms [2021-09-30 23:28:46 main:574] : INFO : Epoch 1545 | loss: 0.0311889 | val_loss: 0.0311971 | Time: 2368.52 ms [2021-09-30 23:28:48 main:574] : INFO : Epoch 1546 | loss: 0.0311894 | val_loss: 0.0311941 | Time: 2317.99 ms [2021-09-30 23:28:51 main:574] : INFO : Epoch 1547 | loss: 0.0311896 | val_loss: 0.0311929 | Time: 2380.8 ms [2021-09-30 23:28:53 main:574] : INFO : Epoch 1548 | loss: 0.0311902 | val_loss: 0.0311934 | Time: 2318.63 ms [2021-09-30 23:28:55 main:574] : INFO : Epoch 1549 | loss: 0.0311887 | val_loss: 0.0311932 | Time: 2361.74 ms [2021-09-30 23:28:58 main:574] : INFO : Epoch 1550 | loss: 0.0311883 | val_loss: 0.0311933 | Time: 2333.57 ms [2021-09-30 23:29:00 main:574] : INFO : Epoch 1551 | loss: 0.03119 | val_loss: 0.0311937 | Time: 2247.38 ms [2021-09-30 23:29:02 main:574] : INFO : Epoch 1552 | loss: 0.0311914 | val_loss: 0.0311961 | Time: 2258.42 ms [2021-09-30 23:29:05 main:574] : INFO : Epoch 1553 | loss: 0.0311919 | val_loss: 0.0312021 | Time: 2239.59 ms [2021-09-30 23:29:07 main:574] : INFO : Epoch 1554 | loss: 0.0311911 | val_loss: 0.0311968 | Time: 2350.7 ms [2021-09-30 23:29:09 main:574] : INFO : Epoch 1555 | loss: 0.0311919 | val_loss: 0.0312011 | Time: 2313.39 ms [2021-09-30 23:29:12 main:574] : INFO : Epoch 1556 | loss: 0.0311946 | val_loss: 0.0312017 | Time: 2308.64 ms [2021-09-30 23:29:14 main:574] : INFO : Epoch 1557 | loss: 0.0311895 | val_loss: 0.0311945 | Time: 2329.59 ms [2021-09-30 23:29:16 main:574] : INFO : Epoch 1558 | loss: 0.0311884 | val_loss: 0.0311934 | Time: 2410.19 ms [2021-09-30 23:29:19 main:574] : INFO : Epoch 1559 | loss: 0.0311875 | val_loss: 0.0311954 | Time: 2317.13 ms [2021-09-30 23:29:21 main:574] : INFO : Epoch 1560 | loss: 0.031188 | val_loss: 0.0311954 | Time: 2387.02 ms [2021-09-30 23:29:23 main:574] : INFO : Epoch 1561 | loss: 0.0311879 | val_loss: 0.0311982 | Time: 2359.27 ms [2021-09-30 23:29:26 main:574] : INFO : Epoch 1562 | loss: 0.0311872 | val_loss: 0.0311929 | Time: 2234.98 ms [2021-09-30 23:29:28 main:574] : INFO : Epoch 1563 | loss: 0.0311873 | val_loss: 0.0311949 | Time: 2210.88 ms [2021-09-30 23:29:30 main:574] : INFO : Epoch 1564 | loss: 0.0311885 | val_loss: 0.0311948 | Time: 2275.79 ms [2021-09-30 23:29:32 main:574] : INFO : Epoch 1565 | loss: 0.0311874 | val_loss: 0.0311913 | Time: 2335.49 ms [2021-09-30 23:29:35 main:574] : INFO : Epoch 1566 | loss: 0.0311879 | val_loss: 0.0311928 | Time: 2331.39 ms [2021-09-30 23:29:37 main:574] : INFO : Epoch 1567 | loss: 0.0311904 | val_loss: 0.0311919 | Time: 2342.9 ms [2021-09-30 23:29:40 main:574] : INFO : Epoch 1568 | loss: 0.0311882 | val_loss: 0.0311914 | Time: 2370.54 ms [2021-09-30 23:29:42 main:574] : INFO : Epoch 1569 | loss: 0.031188 | val_loss: 0.0311913 | Time: 2375.19 ms [2021-09-30 23:29:44 main:574] : INFO : Epoch 1570 | loss: 0.0311893 | val_loss: 0.0311923 | Time: 2339.51 ms [2021-09-30 23:29:47 main:574] : INFO : Epoch 1571 | loss: 0.0311883 | val_loss: 0.0311921 | Time: 2342.49 ms [2021-09-30 23:29:49 main:574] : INFO : Epoch 1572 | loss: 0.0311884 | val_loss: 0.0311959 | Time: 2318.6 ms [2021-09-30 23:29:51 main:574] : INFO : Epoch 1573 | loss: 0.031188 | val_loss: 0.0311936 | Time: 2209.22 ms [2021-09-30 23:29:53 main:574] : INFO : Epoch 1574 | loss: 0.0311876 | val_loss: 0.0311917 | Time: 2252.41 ms [2021-09-30 23:29:56 main:574] : INFO : Epoch 1575 | loss: 0.0311872 | val_loss: 0.0311924 | Time: 2322.4 ms [2021-09-30 23:29:58 main:574] : INFO : Epoch 1576 | loss: 0.0311876 | val_loss: 0.0311959 | Time: 2318.74 ms [2021-09-30 23:30:00 main:574] : INFO : Epoch 1577 | loss: 0.0311876 | val_loss: 0.0311915 | Time: 2346.58 ms [2021-09-30 23:30:03 main:574] : INFO : Epoch 1578 | loss: 0.0311904 | val_loss: 0.0311917 | Time: 2287.45 ms [2021-09-30 23:30:05 main:574] : INFO : Epoch 1579 | loss: 0.0311916 | val_loss: 0.0312024 | Time: 2391.03 ms [2021-09-30 23:30:07 main:574] : INFO : Epoch 1580 | loss: 0.031193 | val_loss: 0.0311912 | Time: 2335.89 ms [2021-09-30 23:30:10 main:574] : INFO : Epoch 1581 | loss: 0.0311891 | val_loss: 0.0311941 | Time: 2318.44 ms [2021-09-30 23:30:12 main:574] : INFO : Epoch 1582 | loss: 0.0311887 | val_loss: 0.0311928 | Time: 2376.86 ms [2021-09-30 23:30:14 main:574] : INFO : Epoch 1583 | loss: 0.0311883 | val_loss: 0.0311916 | Time: 2284.12 ms [2021-09-30 23:30:17 main:574] : INFO : Epoch 1584 | loss: 0.0311878 | val_loss: 0.031197 | Time: 2211.19 ms [2021-09-30 23:30:19 main:574] : INFO : Epoch 1585 | loss: 0.0311883 | val_loss: 0.0311928 | Time: 2254.94 ms [2021-09-30 23:30:21 main:574] : INFO : Epoch 1586 | loss: 0.0311872 | val_loss: 0.0311927 | Time: 2329.27 ms [2021-09-30 23:30:24 main:574] : INFO : Epoch 1587 | loss: 0.0311881 | val_loss: 0.0311934 | Time: 2377.8 ms [2021-09-30 23:30:26 main:574] : INFO : Epoch 1588 | loss: 0.0311916 | val_loss: 0.0312007 | Time: 2294.92 ms [2021-09-30 23:30:28 main:574] : INFO : Epoch 1589 | loss: 0.0311947 | val_loss: 0.0311983 | Time: 2368.25 ms [2021-09-30 23:30:31 main:574] : INFO : Epoch 1590 | loss: 0.0311901 | val_loss: 0.0311942 | Time: 2398.66 ms [2021-09-30 23:30:33 main:574] : INFO : Epoch 1591 | loss: 0.0311902 | val_loss: 0.0311924 | Time: 2302.43 ms [2021-09-30 23:30:35 main:574] : INFO : Epoch 1592 | loss: 0.0311892 | val_loss: 0.0311935 | Time: 2370.11 ms [2021-09-30 23:30:38 main:574] : INFO : Epoch 1593 | loss: 0.0311895 | val_loss: 0.0311929 | Time: 2345.96 ms [2021-09-30 23:30:40 main:574] : INFO : Epoch 1594 | loss: 0.0311914 | val_loss: 0.0311944 | Time: 2253.24 ms [2021-09-30 23:30:42 main:574] : INFO : Epoch 1595 | loss: 0.0311932 | val_loss: 0.0311975 | Time: 2188.1 ms [2021-09-30 23:30:44 main:574] : INFO : Epoch 1596 | loss: 0.0311954 | val_loss: 0.0311933 | Time: 2314.84 ms [2021-09-30 23:30:47 main:574] : INFO : Epoch 1597 | loss: 0.0311925 | val_loss: 0.0311936 | Time: 2357.57 ms [2021-09-30 23:30:49 main:574] : INFO : Epoch 1598 | loss: 0.031191 | val_loss: 0.031192 | Time: 2308.19 ms [2021-09-30 23:30:51 main:574] : INFO : Epoch 1599 | loss: 0.0311907 | val_loss: 0.0311913 | Time: 2332.9 ms [2021-09-30 23:30:54 main:574] : INFO : Epoch 1600 | loss: 0.0311895 | val_loss: 0.031191 | Time: 2402.06 ms [2021-09-30 23:30:56 main:574] : INFO : Epoch 1601 | loss: 0.0311891 | val_loss: 0.0311912 | Time: 2367.3 ms [2021-09-30 23:30:59 main:574] : INFO : Epoch 1602 | loss: 0.0311914 | val_loss: 0.0311916 | Time: 2308.58 ms [2021-09-30 23:31:01 main:574] : INFO : Epoch 1603 | loss: 0.0311899 | val_loss: 0.0311908 | Time: 2375.48 ms [2021-09-30 23:31:03 main:574] : INFO : Epoch 1604 | loss: 0.0311917 | val_loss: 0.0311932 | Time: 2349.83 ms [2021-09-30 23:31:06 main:574] : INFO : Epoch 1605 | loss: 0.0311917 | val_loss: 0.03119 | Time: 2252.27 ms [2021-09-30 23:31:08 main:574] : INFO : Epoch 1606 | loss: 0.0311914 | val_loss: 0.0311904 | Time: 2217.54 ms [2021-09-30 23:31:10 main:574] : INFO : Epoch 1607 | loss: 0.0311908 | val_loss: 0.0311898 | Time: 2352.17 ms [2021-09-30 23:31:12 main:574] : INFO : Epoch 1608 | loss: 0.0311907 | val_loss: 0.0311886 | Time: 2328.76 ms [2021-09-30 23:31:15 main:574] : INFO : Epoch 1609 | loss: 0.0311896 | val_loss: 0.0311893 | Time: 2333.09 ms [2021-09-30 23:31:17 main:574] : INFO : Epoch 1610 | loss: 0.0311926 | val_loss: 0.0311915 | Time: 2331.28 ms [2021-09-30 23:31:20 main:574] : INFO : Epoch 1611 | loss: 0.0311935 | val_loss: 0.0311902 | Time: 2376.48 ms [2021-09-30 23:31:22 main:574] : INFO : Epoch 1612 | loss: 0.0311899 | val_loss: 0.0311932 | Time: 2357.34 ms [2021-09-30 23:31:24 main:574] : INFO : Epoch 1613 | loss: 0.0311897 | val_loss: 0.0311948 | Time: 2310.64 ms [2021-09-30 23:31:27 main:574] : INFO : Epoch 1614 | loss: 0.0311912 | val_loss: 0.031195 | Time: 2341.61 ms [2021-09-30 23:31:29 main:574] : INFO : Epoch 1615 | loss: 0.0311906 | val_loss: 0.0311914 | Time: 2257.75 ms [2021-09-30 23:31:31 main:574] : INFO : Epoch 1616 | loss: 0.0311887 | val_loss: 0.0311888 | Time: 2231.9 ms [2021-09-30 23:31:33 main:574] : INFO : Epoch 1617 | loss: 0.031188 | val_loss: 0.0311909 | Time: 2288.18 ms [2021-09-30 23:31:36 main:574] : INFO : Epoch 1618 | loss: 0.0311894 | val_loss: 0.0311895 | Time: 2281.87 ms [2021-09-30 23:31:38 main:574] : INFO : Epoch 1619 | loss: 0.0311896 | val_loss: 0.0311914 | Time: 2349.91 ms [2021-09-30 23:31:40 main:574] : INFO : Epoch 1620 | loss: 0.0311892 | val_loss: 0.0311916 | Time: 2301.28 ms [2021-09-30 23:31:43 main:574] : INFO : Epoch 1621 | loss: 0.0311891 | val_loss: 0.0311931 | Time: 2362.34 ms [2021-09-30 23:31:45 main:574] : INFO : Epoch 1622 | loss: 0.0311884 | val_loss: 0.0311888 | Time: 2344.84 ms [2021-09-30 23:31:47 main:574] : INFO : Epoch 1623 | loss: 0.0311874 | val_loss: 0.0311892 | Time: 2338.53 ms [2021-09-30 23:31:50 main:574] : INFO : Epoch 1624 | loss: 0.0311875 | val_loss: 0.0311908 | Time: 2347.68 ms [2021-09-30 23:31:52 main:574] : INFO : Epoch 1625 | loss: 0.0311877 | val_loss: 0.0311913 | Time: 2289.09 ms [2021-09-30 23:31:54 main:574] : INFO : Epoch 1626 | loss: 0.0311875 | val_loss: 0.0311895 | Time: 2277.79 ms [2021-09-30 23:31:57 main:574] : INFO : Epoch 1627 | loss: 0.0311888 | val_loss: 0.0311897 | Time: 2279.61 ms [2021-09-30 23:31:59 main:574] : INFO : Epoch 1628 | loss: 0.0311875 | val_loss: 0.0311932 | Time: 2269.91 ms [2021-09-30 23:32:01 main:574] : INFO : Epoch 1629 | loss: 0.0311916 | val_loss: 0.0312006 | Time: 2330.05 ms [2021-09-30 23:32:04 main:574] : INFO : Epoch 1630 | loss: 0.0311938 | val_loss: 0.0311924 | Time: 2317.9 ms [2021-09-30 23:32:06 main:574] : INFO : Epoch 1631 | loss: 0.0311888 | val_loss: 0.0311969 | Time: 2318.74 ms [2021-09-30 23:32:08 main:574] : INFO : Epoch 1632 | loss: 0.0311898 | val_loss: 0.0311932 | Time: 2357.87 ms [2021-09-30 23:32:11 main:574] : INFO : Epoch 1633 | loss: 0.0311922 | val_loss: 0.0311949 | Time: 2323.77 ms [2021-09-30 23:32:13 main:574] : INFO : Epoch 1634 | loss: 0.0311905 | val_loss: 0.0311923 | Time: 2418.58 ms [2021-09-30 23:32:15 main:574] : INFO : Epoch 1635 | loss: 0.0311879 | val_loss: 0.0311914 | Time: 2365.19 ms [2021-09-30 23:32:18 main:574] : INFO : Epoch 1636 | loss: 0.0311876 | val_loss: 0.0311924 | Time: 2312.89 ms [2021-09-30 23:32:20 main:574] : INFO : Epoch 1637 | loss: 0.0311909 | val_loss: 0.0311906 | Time: 2300.52 ms [2021-09-30 23:32:22 main:574] : INFO : Epoch 1638 | loss: 0.0311859 | val_loss: 0.0311899 | Time: 2304.54 ms [2021-09-30 23:32:25 main:574] : INFO : Epoch 1639 | loss: 0.0311869 | val_loss: 0.0311945 | Time: 2316.96 ms [2021-09-30 23:32:27 main:574] : INFO : Epoch 1640 | loss: 0.0311897 | val_loss: 0.0311962 | Time: 2272.68 ms [2021-09-30 23:32:29 main:574] : INFO : Epoch 1641 | loss: 0.0311902 | val_loss: 0.031192 | Time: 2430.08 ms [2021-09-30 23:32:32 main:574] : INFO : Epoch 1642 | loss: 0.0311867 | val_loss: 0.0311931 | Time: 2303.48 ms [2021-09-30 23:32:34 main:574] : INFO : Epoch 1643 | loss: 0.0311883 | val_loss: 0.031192 | Time: 2409.69 ms [2021-09-30 23:32:36 main:574] : INFO : Epoch 1644 | loss: 0.0311879 | val_loss: 0.0311944 | Time: 2347.56 ms [2021-09-30 23:32:39 main:574] : INFO : Epoch 1645 | loss: 0.0311928 | val_loss: 0.031195 | Time: 2367.73 ms [2021-09-30 23:32:41 main:574] : INFO : Epoch 1646 | loss: 0.0311896 | val_loss: 0.0311918 | Time: 2382.47 ms [2021-09-30 23:32:43 main:574] : INFO : Epoch 1647 | loss: 0.0311896 | val_loss: 0.0311924 | Time: 2247.66 ms [2021-09-30 23:32:46 main:574] : INFO : Epoch 1648 | loss: 0.0311904 | val_loss: 0.0312001 | Time: 2285.86 ms [2021-09-30 23:32:48 main:574] : INFO : Epoch 1649 | loss: 0.0311896 | val_loss: 0.031195 | Time: 2316.71 ms [2021-09-30 23:32:50 main:574] : INFO : Epoch 1650 | loss: 0.0311877 | val_loss: 0.0311919 | Time: 2302.06 ms [2021-09-30 23:32:53 main:574] : INFO : Epoch 1651 | loss: 0.0311869 | val_loss: 0.0311919 | Time: 2321.01 ms [2021-09-30 23:32:55 main:574] : INFO : Epoch 1652 | loss: 0.031187 | val_loss: 0.031191 | Time: 2335 ms [2021-09-30 23:32:57 main:574] : INFO : Epoch 1653 | loss: 0.0311867 | val_loss: 0.031193 | Time: 2343.23 ms [2021-09-30 23:33:00 main:574] : INFO : Epoch 1654 | loss: 0.0311896 | val_loss: 0.031195 | Time: 2362.05 ms [2021-09-30 23:33:02 main:574] : INFO : Epoch 1655 | loss: 0.031189 | val_loss: 0.0311964 | Time: 2348.69 ms [2021-09-30 23:33:04 main:574] : INFO : Epoch 1656 | loss: 0.0311868 | val_loss: 0.0311935 | Time: 2377.15 ms [2021-09-30 23:33:07 main:574] : INFO : Epoch 1657 | loss: 0.0311871 | val_loss: 0.0311938 | Time: 2254.44 ms [2021-09-30 23:33:09 main:574] : INFO : Epoch 1658 | loss: 0.0311863 | val_loss: 0.0311905 | Time: 2252.41 ms [2021-09-30 23:33:11 main:574] : INFO : Epoch 1659 | loss: 0.0311859 | val_loss: 0.0311904 | Time: 2275.9 ms [2021-09-30 23:33:14 main:574] : INFO : Epoch 1660 | loss: 0.0311865 | val_loss: 0.0311899 | Time: 2340.42 ms [2021-09-30 23:33:16 main:574] : INFO : Epoch 1661 | loss: 0.0311852 | val_loss: 0.0311906 | Time: 2311.65 ms [2021-09-30 23:33:18 main:574] : INFO : Epoch 1662 | loss: 0.0311889 | val_loss: 0.0311925 | Time: 2260.22 ms [2021-09-30 23:33:21 main:574] : INFO : Epoch 1663 | loss: 0.0311882 | val_loss: 0.0311944 | Time: 2350.02 ms [2021-09-30 23:33:23 main:574] : INFO : Epoch 1664 | loss: 0.0311886 | val_loss: 0.0311925 | Time: 2330.22 ms [2021-09-30 23:33:25 main:574] : INFO : Epoch 1665 | loss: 0.031187 | val_loss: 0.0311929 | Time: 2333.71 ms [2021-09-30 23:33:28 main:574] : INFO : Epoch 1666 | loss: 0.0311871 | val_loss: 0.0311928 | Time: 2360.66 ms [2021-09-30 23:33:30 main:574] : INFO : Epoch 1667 | loss: 0.0311861 | val_loss: 0.0311891 | Time: 2318.1 ms [2021-09-30 23:33:32 main:574] : INFO : Epoch 1668 | loss: 0.0311863 | val_loss: 0.0311899 | Time: 2303.03 ms [2021-09-30 23:33:34 main:574] : INFO : Epoch 1669 | loss: 0.0311862 | val_loss: 0.0311905 | Time: 2252.92 ms [2021-09-30 23:33:37 main:574] : INFO : Epoch 1670 | loss: 0.0311887 | val_loss: 0.0311931 | Time: 2295.48 ms [2021-09-30 23:33:39 main:574] : INFO : Epoch 1671 | loss: 0.0311879 | val_loss: 0.0311936 | Time: 2333.76 ms [2021-09-30 23:33:41 main:574] : INFO : Epoch 1672 | loss: 0.0311918 | val_loss: 0.0311931 | Time: 2296.49 ms [2021-09-30 23:33:44 main:574] : INFO : Epoch 1673 | loss: 0.0311881 | val_loss: 0.0311901 | Time: 2240.87 ms [2021-09-30 23:33:46 main:574] : INFO : Epoch 1674 | loss: 0.031186 | val_loss: 0.0311914 | Time: 2358.76 ms [2021-09-30 23:33:48 main:574] : INFO : Epoch 1675 | loss: 0.0311852 | val_loss: 0.031191 | Time: 2307.07 ms [2021-09-30 23:33:51 main:574] : INFO : Epoch 1676 | loss: 0.031189 | val_loss: 0.031192 | Time: 2341.23 ms [2021-09-30 23:33:53 main:574] : INFO : Epoch 1677 | loss: 0.031186 | val_loss: 0.0311907 | Time: 2301.17 ms [2021-09-30 23:33:55 main:574] : INFO : Epoch 1678 | loss: 0.0311863 | val_loss: 0.0311905 | Time: 2328.69 ms [2021-09-30 23:33:58 main:574] : INFO : Epoch 1679 | loss: 0.0311913 | val_loss: 0.0311921 | Time: 2279.32 ms [2021-09-30 23:34:00 main:574] : INFO : Epoch 1680 | loss: 0.03119 | val_loss: 0.0311921 | Time: 2258.76 ms [2021-09-30 23:34:02 main:574] : INFO : Epoch 1681 | loss: 0.0311922 | val_loss: 0.031195 | Time: 2350.5 ms [2021-09-30 23:34:04 main:574] : INFO : Epoch 1682 | loss: 0.0311895 | val_loss: 0.0311912 | Time: 2303.12 ms [2021-09-30 23:34:07 main:574] : INFO : Epoch 1683 | loss: 0.0311877 | val_loss: 0.0311933 | Time: 2243.58 ms [2021-09-30 23:34:09 main:574] : INFO : Epoch 1684 | loss: 0.0311885 | val_loss: 0.0311932 | Time: 2274.85 ms [2021-09-30 23:34:11 main:574] : INFO : Epoch 1685 | loss: 0.0311873 | val_loss: 0.0311896 | Time: 2321.3 ms [2021-09-30 23:34:14 main:574] : INFO : Epoch 1686 | loss: 0.0311872 | val_loss: 0.0311926 | Time: 2286.57 ms [2021-09-30 23:34:16 main:574] : INFO : Epoch 1687 | loss: 0.0311883 | val_loss: 0.0311893 | Time: 2266.31 ms [2021-09-30 23:34:18 main:574] : INFO : Epoch 1688 | loss: 0.0311883 | val_loss: 0.0311945 | Time: 2349.9 ms [2021-09-30 23:34:21 main:574] : INFO : Epoch 1689 | loss: 0.0311894 | val_loss: 0.031191 | Time: 2318.66 ms [2021-09-30 23:34:23 main:574] : INFO : Epoch 1690 | loss: 0.0311905 | val_loss: 0.0311948 | Time: 2249.99 ms [2021-09-30 23:34:25 main:574] : INFO : Epoch 1691 | loss: 0.0311901 | val_loss: 0.03119 | Time: 2286.88 ms [2021-09-30 23:34:27 main:574] : INFO : Epoch 1692 | loss: 0.0311885 | val_loss: 0.0311893 | Time: 2310.63 ms [2021-09-30 23:34:30 main:574] : INFO : Epoch 1693 | loss: 0.0311877 | val_loss: 0.0311886 | Time: 2282.6 ms [2021-09-30 23:34:32 main:574] : INFO : Epoch 1694 | loss: 0.0311867 | val_loss: 0.031189 | Time: 2247.36 ms [2021-09-30 23:34:34 main:574] : INFO : Epoch 1695 | loss: 0.0311872 | val_loss: 0.0311921 | Time: 2262.24 ms [2021-09-30 23:34:37 main:574] : INFO : Epoch 1696 | loss: 0.0311871 | val_loss: 0.03119 | Time: 2321.26 ms [2021-09-30 23:34:39 main:574] : INFO : Epoch 1697 | loss: 0.0311855 | val_loss: 0.0311888 | Time: 2252.02 ms [2021-09-30 23:34:41 main:574] : INFO : Epoch 1698 | loss: 0.0311862 | val_loss: 0.0311919 | Time: 2280.27 ms [2021-09-30 23:34:43 main:574] : INFO : Epoch 1699 | loss: 0.03119 | val_loss: 0.0311904 | Time: 2353.82 ms [2021-09-30 23:34:46 main:574] : INFO : Epoch 1700 | loss: 0.0311869 | val_loss: 0.0311951 | Time: 2302.89 ms [2021-09-30 23:34:48 main:574] : INFO : Epoch 1701 | loss: 0.031195 | val_loss: 0.0311988 | Time: 2256.14 ms [2021-09-30 23:34:50 main:574] : INFO : Epoch 1702 | loss: 0.0311962 | val_loss: 0.0311939 | Time: 2290.97 ms [2021-09-30 23:34:53 main:574] : INFO : Epoch 1703 | loss: 0.0311929 | val_loss: 0.0311933 | Time: 2330.78 ms [2021-09-30 23:34:55 main:574] : INFO : Epoch 1704 | loss: 0.0311925 | val_loss: 0.031192 | Time: 2258.11 ms [2021-09-30 23:34:57 main:574] : INFO : Epoch 1705 | loss: 0.0311922 | val_loss: 0.0311988 | Time: 2229.99 ms [2021-09-30 23:34:59 main:574] : INFO : Epoch 1706 | loss: 0.0311903 | val_loss: 0.0311912 | Time: 2307.9 ms [2021-09-30 23:35:02 main:574] : INFO : Epoch 1707 | loss: 0.03119 | val_loss: 0.0311923 | Time: 2355.66 ms [2021-09-30 23:35:04 main:574] : INFO : Epoch 1708 | loss: 0.0311896 | val_loss: 0.0311944 | Time: 2328.03 ms [2021-09-30 23:35:07 main:574] : INFO : Epoch 1709 | loss: 0.0311897 | val_loss: 0.0311934 | Time: 2375.35 ms [2021-09-30 23:35:09 main:574] : INFO : Epoch 1710 | loss: 0.03119 | val_loss: 0.03119 | Time: 2283.7 ms [2021-09-30 23:35:11 main:574] : INFO : Epoch 1711 | loss: 0.0311933 | val_loss: 0.0311951 | Time: 2331.06 ms [2021-09-30 23:35:13 main:574] : INFO : Epoch 1712 | loss: 0.0311894 | val_loss: 0.0311914 | Time: 2274.13 ms [2021-09-30 23:35:16 main:574] : INFO : Epoch 1713 | loss: 0.0311878 | val_loss: 0.0311912 | Time: 2329.44 ms [2021-09-30 23:35:18 main:574] : INFO : Epoch 1714 | loss: 0.0311894 | val_loss: 0.0311913 | Time: 2375.71 ms [2021-09-30 23:35:20 main:574] : INFO : Epoch 1715 | loss: 0.0311881 | val_loss: 0.0311918 | Time: 2279.49 ms [2021-09-30 23:35:23 main:574] : INFO : Epoch 1716 | loss: 0.0311871 | val_loss: 0.0311908 | Time: 2249.44 ms [2021-09-30 23:35:25 main:574] : INFO : Epoch 1717 | loss: 0.031188 | val_loss: 0.0311921 | Time: 2392.04 ms [2021-09-30 23:35:27 main:574] : INFO : Epoch 1718 | loss: 0.0311859 | val_loss: 0.0311909 | Time: 2329.36 ms [2021-09-30 23:35:30 main:574] : INFO : Epoch 1719 | loss: 0.0311865 | val_loss: 0.0311911 | Time: 2293.53 ms [2021-09-30 23:35:32 main:574] : INFO : Epoch 1720 | loss: 0.0311868 | val_loss: 0.0311917 | Time: 2320.47 ms [2021-09-30 23:35:34 main:574] : INFO : Epoch 1721 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 2315.52 ms [2021-09-30 23:35:37 main:574] : INFO : Epoch 1722 | loss: 0.031187 | val_loss: 0.0311916 | Time: 2266.78 ms [2021-09-30 23:35:39 main:574] : INFO : Epoch 1723 | loss: 0.0311874 | val_loss: 0.0311931 | Time: 2340.14 ms [2021-09-30 23:35:41 main:574] : INFO : Epoch 1724 | loss: 0.031186 | val_loss: 0.0311927 | Time: 2332.8 ms [2021-09-30 23:35:44 main:574] : INFO : Epoch 1725 | loss: 0.0311858 | val_loss: 0.0311913 | Time: 2319.25 ms [2021-09-30 23:35:46 main:574] : INFO : Epoch 1726 | loss: 0.0311891 | val_loss: 0.0311933 | Time: 2265.23 ms [2021-09-30 23:35:48 main:574] : INFO : Epoch 1727 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 2265.92 ms [2021-09-30 23:35:51 main:574] : INFO : Epoch 1728 | loss: 0.0311855 | val_loss: 0.0311919 | Time: 2296.78 ms [2021-09-30 23:35:53 main:574] : INFO : Epoch 1729 | loss: 0.0311859 | val_loss: 0.0311919 | Time: 2339.15 ms [2021-09-30 23:35:55 main:574] : INFO : Epoch 1730 | loss: 0.0311868 | val_loss: 0.0311941 | Time: 2318.65 ms [2021-09-30 23:35:58 main:574] : INFO : Epoch 1731 | loss: 0.0311873 | val_loss: 0.0312002 | Time: 2376.76 ms [2021-09-30 23:36:00 main:574] : INFO : Epoch 1732 | loss: 0.0311891 | val_loss: 0.0311952 | Time: 2266.01 ms [2021-09-30 23:36:02 main:574] : INFO : Epoch 1733 | loss: 0.0311896 | val_loss: 0.031191 | Time: 2310.39 ms [2021-09-30 23:36:05 main:574] : INFO : Epoch 1734 | loss: 0.0311848 | val_loss: 0.0311904 | Time: 2360.34 ms [2021-09-30 23:36:07 main:574] : INFO : Epoch 1735 | loss: 0.0311856 | val_loss: 0.0311955 | Time: 2290.07 ms [2021-09-30 23:36:09 main:574] : INFO : Epoch 1736 | loss: 0.0311893 | val_loss: 0.0311951 | Time: 2296.02 ms [2021-09-30 23:36:11 main:574] : INFO : Epoch 1737 | loss: 0.0311935 | val_loss: 0.0311937 | Time: 2239.28 ms [2021-09-30 23:36:14 main:574] : INFO : Epoch 1738 | loss: 0.0311967 | val_loss: 0.0311976 | Time: 2320.42 ms [2021-09-30 23:36:16 main:574] : INFO : Epoch 1739 | loss: 0.0311965 | val_loss: 0.0311925 | Time: 2273.77 ms [2021-09-30 23:36:18 main:574] : INFO : Epoch 1740 | loss: 0.0311926 | val_loss: 0.0311911 | Time: 2315.34 ms [2021-09-30 23:36:21 main:574] : INFO : Epoch 1741 | loss: 0.0311936 | val_loss: 0.0311966 | Time: 2371.5 ms [2021-09-30 23:36:23 main:574] : INFO : Epoch 1742 | loss: 0.0311939 | val_loss: 0.0311945 | Time: 2323.7 ms [2021-09-30 23:36:25 main:574] : INFO : Epoch 1743 | loss: 0.0311931 | val_loss: 0.031195 | Time: 2257.34 ms [2021-09-30 23:36:28 main:574] : INFO : Epoch 1744 | loss: 0.0311935 | val_loss: 0.0311953 | Time: 2336.84 ms [2021-09-30 23:36:30 main:574] : INFO : Epoch 1745 | loss: 0.031191 | val_loss: 0.0311911 | Time: 2371.18 ms [2021-09-30 23:36:32 main:574] : INFO : Epoch 1746 | loss: 0.0311911 | val_loss: 0.0311937 | Time: 2307.55 ms [2021-09-30 23:36:35 main:574] : INFO : Epoch 1747 | loss: 0.0311924 | val_loss: 0.0311993 | Time: 2240.74 ms [2021-09-30 23:36:37 main:574] : INFO : Epoch 1748 | loss: 0.0311906 | val_loss: 0.0311931 | Time: 2336.57 ms [2021-09-30 23:36:39 main:574] : INFO : Epoch 1749 | loss: 0.031189 | val_loss: 0.0311924 | Time: 2294 ms [2021-09-30 23:36:41 main:574] : INFO : Epoch 1750 | loss: 0.0311881 | val_loss: 0.0311913 | Time: 2279.28 ms [2021-09-30 23:36:44 main:574] : INFO : Epoch 1751 | loss: 0.0311893 | val_loss: 0.0311934 | Time: 2362.05 ms [2021-09-30 23:36:46 main:574] : INFO : Epoch 1752 | loss: 0.0311877 | val_loss: 0.0311923 | Time: 2323.27 ms [2021-09-30 23:36:48 main:574] : INFO : Epoch 1753 | loss: 0.0311874 | val_loss: 0.0311929 | Time: 2279.1 ms [2021-09-30 23:36:51 main:574] : INFO : Epoch 1754 | loss: 0.0311878 | val_loss: 0.0311941 | Time: 2198.78 ms [2021-09-30 23:36:53 main:574] : INFO : Epoch 1755 | loss: 0.0311887 | val_loss: 0.0311938 | Time: 2238.94 ms [2021-09-30 23:36:55 main:574] : INFO : Epoch 1756 | loss: 0.0311869 | val_loss: 0.031193 | Time: 2278.36 ms [2021-09-30 23:36:57 main:574] : INFO : Epoch 1757 | loss: 0.0311873 | val_loss: 0.0311953 | Time: 2275.3 ms [2021-09-30 23:37:00 main:574] : INFO : Epoch 1758 | loss: 0.0311885 | val_loss: 0.0311955 | Time: 2364.12 ms [2021-09-30 23:37:02 main:574] : INFO : Epoch 1759 | loss: 0.0311873 | val_loss: 0.0311924 | Time: 2388.25 ms [2021-09-30 23:37:05 main:574] : INFO : Epoch 1760 | loss: 0.0311866 | val_loss: 0.0311929 | Time: 2330.55 ms [2021-09-30 23:37:07 main:574] : INFO : Epoch 1761 | loss: 0.0311874 | val_loss: 0.0311912 | Time: 2300.2 ms [2021-09-30 23:37:09 main:574] : INFO : Epoch 1762 | loss: 0.0311883 | val_loss: 0.0311962 | Time: 2353.4 ms [2021-09-30 23:37:12 main:574] : INFO : Epoch 1763 | loss: 0.0311869 | val_loss: 0.0311954 | Time: 2363.71 ms [2021-09-30 23:37:14 main:574] : INFO : Epoch 1764 | loss: 0.0311881 | val_loss: 0.0311929 | Time: 2229.65 ms [2021-09-30 23:37:16 main:574] : INFO : Epoch 1765 | loss: 0.031186 | val_loss: 0.0311923 | Time: 2508.02 ms [2021-09-30 23:37:19 main:574] : INFO : Epoch 1766 | loss: 0.0311912 | val_loss: 0.0312026 | Time: 2742.64 ms [2021-09-30 23:37:22 main:574] : INFO : Epoch 1767 | loss: 0.0311925 | val_loss: 0.0311971 | Time: 2717.08 ms [2021-09-30 23:37:24 main:574] : INFO : Epoch 1768 | loss: 0.0311881 | val_loss: 0.0311919 | Time: 2391.78 ms [2021-09-30 23:37:27 main:574] : INFO : Epoch 1769 | loss: 0.031187 | val_loss: 0.0311987 | Time: 2362.41 ms [2021-09-30 23:37:29 main:574] : INFO : Epoch 1770 | loss: 0.0311979 | val_loss: 0.0312058 | Time: 2285.01 ms [2021-09-30 23:37:31 main:574] : INFO : Epoch 1771 | loss: 0.0311936 | val_loss: 0.0311939 | Time: 2327.79 ms [2021-09-30 23:37:34 main:574] : INFO : Epoch 1772 | loss: 0.0311909 | val_loss: 0.0311915 | Time: 2319.12 ms [2021-09-30 23:37:36 main:574] : INFO : Epoch 1773 | loss: 0.0311887 | val_loss: 0.0311921 | Time: 2349.53 ms [2021-09-30 23:37:38 main:574] : INFO : Epoch 1774 | loss: 0.0311889 | val_loss: 0.0311914 | Time: 2246.58 ms [2021-09-30 23:37:40 main:574] : INFO : Epoch 1775 | loss: 0.0311872 | val_loss: 0.0311951 | Time: 2293.19 ms [2021-09-30 23:37:43 main:574] : INFO : Epoch 1776 | loss: 0.0311917 | val_loss: 0.0311941 | Time: 2355.31 ms [2021-09-30 23:37:45 main:574] : INFO : Epoch 1777 | loss: 0.0311894 | val_loss: 0.0311946 | Time: 2278.73 ms [2021-09-30 23:37:47 main:574] : INFO : Epoch 1778 | loss: 0.0311883 | val_loss: 0.0311918 | Time: 2270.38 ms [2021-09-30 23:37:50 main:574] : INFO : Epoch 1779 | loss: 0.0311884 | val_loss: 0.0311911 | Time: 2270.18 ms [2021-09-30 23:37:52 main:574] : INFO : Epoch 1780 | loss: 0.0311879 | val_loss: 0.0311925 | Time: 2352.42 ms [2021-09-30 23:37:54 main:574] : INFO : Epoch 1781 | loss: 0.0311859 | val_loss: 0.0311929 | Time: 2277.99 ms [2021-09-30 23:37:57 main:574] : INFO : Epoch 1782 | loss: 0.0311857 | val_loss: 0.0311928 | Time: 2267.91 ms [2021-09-30 23:37:59 main:574] : INFO : Epoch 1783 | loss: 0.0311859 | val_loss: 0.0311929 | Time: 2334.2 ms [2021-09-30 23:38:01 main:574] : INFO : Epoch 1784 | loss: 0.0311878 | val_loss: 0.0312023 | Time: 2292.86 ms [2021-09-30 23:38:03 main:574] : INFO : Epoch 1785 | loss: 0.0311895 | val_loss: 0.0311942 | Time: 2253.4 ms [2021-09-30 23:38:06 main:574] : INFO : Epoch 1786 | loss: 0.031187 | val_loss: 0.031192 | Time: 2308.68 ms [2021-09-30 23:38:08 main:574] : INFO : Epoch 1787 | loss: 0.0311858 | val_loss: 0.031192 | Time: 2261.49 ms [2021-09-30 23:38:10 main:574] : INFO : Epoch 1788 | loss: 0.0311873 | val_loss: 0.0311935 | Time: 2283.92 ms [2021-09-30 23:38:13 main:574] : INFO : Epoch 1789 | loss: 0.0311939 | val_loss: 0.0311976 | Time: 2245.84 ms [2021-09-30 23:38:15 main:574] : INFO : Epoch 1790 | loss: 0.0311894 | val_loss: 0.0311895 | Time: 2332.75 ms [2021-09-30 23:38:17 main:574] : INFO : Epoch 1791 | loss: 0.0311878 | val_loss: 0.0311998 | Time: 2276.89 ms [2021-09-30 23:38:19 main:574] : INFO : Epoch 1792 | loss: 0.0311884 | val_loss: 0.031191 | Time: 2256.3 ms [2021-09-30 23:38:22 main:574] : INFO : Epoch 1793 | loss: 0.031187 | val_loss: 0.0311902 | Time: 2338.35 ms [2021-09-30 23:38:24 main:574] : INFO : Epoch 1794 | loss: 0.031188 | val_loss: 0.0311955 | Time: 2249.07 ms [2021-09-30 23:38:26 main:574] : INFO : Epoch 1795 | loss: 0.0311865 | val_loss: 0.0311916 | Time: 2254.68 ms [2021-09-30 23:38:29 main:574] : INFO : Epoch 1796 | loss: 0.0311865 | val_loss: 0.0311917 | Time: 2231.11 ms [2021-09-30 23:38:31 main:574] : INFO : Epoch 1797 | loss: 0.0311868 | val_loss: 0.0312064 | Time: 2301.65 ms [2021-09-30 23:38:33 main:574] : INFO : Epoch 1798 | loss: 0.0311985 | val_loss: 0.0311911 | Time: 2303.25 ms [2021-09-30 23:38:35 main:574] : INFO : Epoch 1799 | loss: 0.0311909 | val_loss: 0.0311955 | Time: 2272.73 ms [2021-09-30 23:38:38 main:574] : INFO : Epoch 1800 | loss: 0.0311861 | val_loss: 0.0311914 | Time: 2299.76 ms [2021-09-30 23:38:40 main:574] : INFO : Epoch 1801 | loss: 0.0311874 | val_loss: 0.0311918 | Time: 2330.34 ms [2021-09-30 23:38:42 main:574] : INFO : Epoch 1802 | loss: 0.031186 | val_loss: 0.0311896 | Time: 2254.6 ms [2021-09-30 23:38:45 main:574] : INFO : Epoch 1803 | loss: 0.0311853 | val_loss: 0.0311896 | Time: 2281.65 ms [2021-09-30 23:38:47 main:574] : INFO : Epoch 1804 | loss: 0.0311843 | val_loss: 0.0311901 | Time: 2377.1 ms [2021-09-30 23:38:49 main:574] : INFO : Epoch 1805 | loss: 0.0311847 | val_loss: 0.0311903 | Time: 2316.11 ms [2021-09-30 23:38:52 main:574] : INFO : Epoch 1806 | loss: 0.0311865 | val_loss: 0.0311925 | Time: 2274.41 ms [2021-09-30 23:38:54 main:574] : INFO : Epoch 1807 | loss: 0.0311864 | val_loss: 0.031193 | Time: 2355.21 ms [2021-09-30 23:38:56 main:574] : INFO : Epoch 1808 | loss: 0.0311844 | val_loss: 0.0311901 | Time: 2366.29 ms [2021-09-30 23:38:59 main:574] : INFO : Epoch 1809 | loss: 0.0311854 | val_loss: 0.0311942 | Time: 2298.64 ms [2021-09-30 23:39:01 main:574] : INFO : Epoch 1810 | loss: 0.0311857 | val_loss: 0.031194 | Time: 2319.4 ms [2021-09-30 23:39:03 main:574] : INFO : Epoch 1811 | loss: 0.0311846 | val_loss: 0.0311907 | Time: 2394.93 ms [2021-09-30 23:39:06 main:574] : INFO : Epoch 1812 | loss: 0.0311858 | val_loss: 0.0311969 | Time: 2374.91 ms [2021-09-30 23:39:08 main:574] : INFO : Epoch 1813 | loss: 0.0311877 | val_loss: 0.0311958 | Time: 2266.89 ms [2021-09-30 23:39:10 main:574] : INFO : Epoch 1814 | loss: 0.0311852 | val_loss: 0.0311932 | Time: 2359.34 ms [2021-09-30 23:39:13 main:574] : INFO : Epoch 1815 | loss: 0.0311845 | val_loss: 0.0311989 | Time: 2441.24 ms [2021-09-30 23:39:15 main:574] : INFO : Epoch 1816 | loss: 0.0311857 | val_loss: 0.0311906 | Time: 2266.54 ms [2021-09-30 23:39:17 main:574] : INFO : Epoch 1817 | loss: 0.0311829 | val_loss: 0.0311853 | Time: 2284.94 ms [2021-09-30 23:39:20 main:574] : INFO : Epoch 1818 | loss: 0.0311814 | val_loss: 0.0311874 | Time: 2367.19 ms [2021-09-30 23:39:22 main:574] : INFO : Epoch 1819 | loss: 0.0311774 | val_loss: 0.031187 | Time: 2319.12 ms [2021-09-30 23:39:24 main:574] : INFO : Epoch 1820 | loss: 0.0311781 | val_loss: 0.0311861 | Time: 2275.35 ms [2021-09-30 23:39:27 main:574] : INFO : Epoch 1821 | loss: 0.0311792 | val_loss: 0.0311913 | Time: 2336.55 ms [2021-09-30 23:39:29 main:574] : INFO : Epoch 1822 | loss: 0.0311891 | val_loss: 0.0311877 | Time: 2450.81 ms [2021-09-30 23:39:32 main:574] : INFO : Epoch 1823 | loss: 0.0311855 | val_loss: 0.0311854 | Time: 2365.14 ms [2021-09-30 23:39:34 main:574] : INFO : Epoch 1824 | loss: 0.0311845 | val_loss: 0.0311876 | Time: 2266.8 ms [2021-09-30 23:39:36 main:574] : INFO : Epoch 1825 | loss: 0.0311847 | val_loss: 0.0311827 | Time: 2395.43 ms [2021-09-30 23:39:39 main:574] : INFO : Epoch 1826 | loss: 0.0311812 | val_loss: 0.031183 | Time: 2318.9 ms [2021-09-30 23:39:41 main:574] : INFO : Epoch 1827 | loss: 0.0311813 | val_loss: 0.0311825 | Time: 2257.64 ms [2021-09-30 23:39:43 main:574] : INFO : Epoch 1828 | loss: 0.031184 | val_loss: 0.0311851 | Time: 2418.91 ms [2021-09-30 23:39:46 main:574] : INFO : Epoch 1829 | loss: 0.0311819 | val_loss: 0.0311844 | Time: 2353.61 ms [2021-09-30 23:39:48 main:574] : INFO : Epoch 1830 | loss: 0.0311849 | val_loss: 0.0311854 | Time: 2337.85 ms [2021-09-30 23:39:50 main:574] : INFO : Epoch 1831 | loss: 0.0311885 | val_loss: 0.0311957 | Time: 2295.17 ms [2021-09-30 23:39:53 main:574] : INFO : Epoch 1832 | loss: 0.0311911 | val_loss: 0.031189 | Time: 2395.95 ms [2021-09-30 23:39:55 main:574] : INFO : Epoch 1833 | loss: 0.0311894 | val_loss: 0.0311885 | Time: 2426.53 ms [2021-09-30 23:39:57 main:574] : INFO : Epoch 1834 | loss: 0.0311886 | val_loss: 0.0311901 | Time: 2325.96 ms [2021-09-30 23:40:00 main:574] : INFO : Epoch 1835 | loss: 0.0311872 | val_loss: 0.0311864 | Time: 2344.75 ms [2021-09-30 23:40:02 main:574] : INFO : Epoch 1836 | loss: 0.0311846 | val_loss: 0.0311856 | Time: 2290.11 ms [2021-09-30 23:40:04 main:574] : INFO : Epoch 1837 | loss: 0.0311866 | val_loss: 0.0311867 | Time: 2319.86 ms [2021-09-30 23:40:07 main:574] : INFO : Epoch 1838 | loss: 0.0311851 | val_loss: 0.0311879 | Time: 2249.35 ms [2021-09-30 23:40:09 main:574] : INFO : Epoch 1839 | loss: 0.0311845 | val_loss: 0.0311887 | Time: 2365.35 ms [2021-09-30 23:40:11 main:574] : INFO : Epoch 1840 | loss: 0.0311841 | val_loss: 0.0311856 | Time: 2337.87 ms [2021-09-30 23:40:14 main:574] : INFO : Epoch 1841 | loss: 0.0311821 | val_loss: 0.0311849 | Time: 2285.19 ms [2021-09-30 23:40:16 main:574] : INFO : Epoch 1842 | loss: 0.031181 | val_loss: 0.0311859 | Time: 2319.27 ms [2021-09-30 23:40:18 main:574] : INFO : Epoch 1843 | loss: 0.0311806 | val_loss: 0.0311835 | Time: 2328.14 ms [2021-09-30 23:40:21 main:574] : INFO : Epoch 1844 | loss: 0.0311798 | val_loss: 0.0311838 | Time: 2361.57 ms [2021-09-30 23:40:23 main:574] : INFO : Epoch 1845 | loss: 0.0311809 | val_loss: 0.0311949 | Time: 2317.05 ms [2021-09-30 23:40:25 main:574] : INFO : Epoch 1846 | loss: 0.0311818 | val_loss: 0.0311825 | Time: 2284.94 ms [2021-09-30 23:40:28 main:574] : INFO : Epoch 1847 | loss: 0.0311782 | val_loss: 0.0311814 | Time: 2325.12 ms [2021-09-30 23:40:30 main:574] : INFO : Epoch 1848 | loss: 0.031178 | val_loss: 0.0311815 | Time: 2268.32 ms [2021-09-30 23:40:32 main:574] : INFO : Epoch 1849 | loss: 0.0311771 | val_loss: 0.0311817 | Time: 2308.2 ms [2021-09-30 23:40:34 main:574] : INFO : Epoch 1850 | loss: 0.0311773 | val_loss: 0.0311813 | Time: 2315.87 ms [2021-09-30 23:40:37 main:574] : INFO : Epoch 1851 | loss: 0.0311769 | val_loss: 0.0311847 | Time: 2255.08 ms [2021-09-30 23:40:39 main:574] : INFO : Epoch 1852 | loss: 0.0311801 | val_loss: 0.0311824 | Time: 2304.04 ms [2021-09-30 23:40:41 main:574] : INFO : Epoch 1853 | loss: 0.0311771 | val_loss: 0.0311816 | Time: 2333.38 ms [2021-09-30 23:40:44 main:574] : INFO : Epoch 1854 | loss: 0.0311754 | val_loss: 0.0311809 | Time: 2357.08 ms [2021-09-30 23:40:46 main:574] : INFO : Epoch 1855 | loss: 0.0311754 | val_loss: 0.0311803 | Time: 2362.75 ms [2021-09-30 23:40:48 main:574] : INFO : Epoch 1856 | loss: 0.0311773 | val_loss: 0.0311835 | Time: 2300.52 ms [2021-09-30 23:40:51 main:574] : INFO : Epoch 1857 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 2360.14 ms [2021-09-30 23:40:53 main:574] : INFO : Epoch 1858 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 2306.16 ms [2021-09-30 23:40:55 main:574] : INFO : Epoch 1859 | loss: 0.031176 | val_loss: 0.0311795 | Time: 2307.23 ms [2021-09-30 23:40:58 main:574] : INFO : Epoch 1860 | loss: 0.0311782 | val_loss: 0.0311825 | Time: 2322.2 ms [2021-09-30 23:41:00 main:574] : INFO : Epoch 1861 | loss: 0.0311759 | val_loss: 0.0311816 | Time: 2297.21 ms [2021-09-30 23:41:02 main:574] : INFO : Epoch 1862 | loss: 0.0311759 | val_loss: 0.0311891 | Time: 2274.65 ms [2021-09-30 23:41:05 main:574] : INFO : Epoch 1863 | loss: 0.031178 | val_loss: 0.0311846 | Time: 2333.64 ms [2021-09-30 23:41:07 main:574] : INFO : Epoch 1864 | loss: 0.0311746 | val_loss: 0.0311822 | Time: 2303.71 ms [2021-09-30 23:41:09 main:574] : INFO : Epoch 1865 | loss: 0.0311742 | val_loss: 0.0311825 | Time: 2343.17 ms [2021-09-30 23:41:12 main:574] : INFO : Epoch 1866 | loss: 0.0311735 | val_loss: 0.0311863 | Time: 2360.74 ms [2021-09-30 23:41:14 main:574] : INFO : Epoch 1867 | loss: 0.0311742 | val_loss: 0.0311842 | Time: 2333.42 ms [2021-09-30 23:41:16 main:574] : INFO : Epoch 1868 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 2295.59 ms [2021-09-30 23:41:19 main:574] : INFO : Epoch 1869 | loss: 0.0311738 | val_loss: 0.0311814 | Time: 2315.1 ms [2021-09-30 23:41:21 main:574] : INFO : Epoch 1870 | loss: 0.0311722 | val_loss: 0.0311812 | Time: 2393.69 ms [2021-09-30 23:41:23 main:574] : INFO : Epoch 1871 | loss: 0.0311727 | val_loss: 0.0311801 | Time: 2268.01 ms [2021-09-30 23:41:26 main:574] : INFO : Epoch 1872 | loss: 0.0311729 | val_loss: 0.0311823 | Time: 2263.6 ms [2021-09-30 23:41:28 main:574] : INFO : Epoch 1873 | loss: 0.0311735 | val_loss: 0.0311855 | Time: 2282.09 ms [2021-09-30 23:41:30 main:574] : INFO : Epoch 1874 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 2343 ms [2021-09-30 23:41:33 main:574] : INFO : Epoch 1875 | loss: 0.0311719 | val_loss: 0.0311816 | Time: 2304.84 ms [2021-09-30 23:41:35 main:574] : INFO : Epoch 1876 | loss: 0.0311727 | val_loss: 0.0311833 | Time: 2257.3 ms [2021-09-30 23:41:37 main:574] : INFO : Epoch 1877 | loss: 0.0311727 | val_loss: 0.031182 | Time: 2342.46 ms [2021-09-30 23:41:39 main:574] : INFO : Epoch 1878 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 2247.04 ms [2021-09-30 23:41:42 main:574] : INFO : Epoch 1879 | loss: 0.0311721 | val_loss: 0.0311816 | Time: 2255.36 ms [2021-09-30 23:41:44 main:574] : INFO : Epoch 1880 | loss: 0.031171 | val_loss: 0.0311816 | Time: 2293.01 ms [2021-09-30 23:41:46 main:574] : INFO : Epoch 1881 | loss: 0.0311708 | val_loss: 0.0311812 | Time: 2271.25 ms [2021-09-30 23:41:48 main:574] : INFO : Epoch 1882 | loss: 0.0311706 | val_loss: 0.0311841 | Time: 2281.94 ms [2021-09-30 23:41:51 main:574] : INFO : Epoch 1883 | loss: 0.0311746 | val_loss: 0.0311903 | Time: 2253.37 ms [2021-09-30 23:41:53 main:574] : INFO : Epoch 1884 | loss: 0.0311752 | val_loss: 0.0311931 | Time: 2300.08 ms [2021-09-30 23:41:55 main:574] : INFO : Epoch 1885 | loss: 0.031173 | val_loss: 0.0311838 | Time: 2325.99 ms [2021-09-30 23:41:58 main:574] : INFO : Epoch 1886 | loss: 0.0311701 | val_loss: 0.0311832 | Time: 2265.93 ms [2021-09-30 23:42:00 main:574] : INFO : Epoch 1887 | loss: 0.0311699 | val_loss: 0.0311824 | Time: 2301.15 ms [2021-09-30 23:42:02 main:574] : INFO : Epoch 1888 | loss: 0.0311717 | val_loss: 0.0311869 | Time: 2329.96 ms [2021-09-30 23:42:05 main:574] : INFO : Epoch 1889 | loss: 0.0311745 | val_loss: 0.0311838 | Time: 2245.63 ms [2021-09-30 23:42:07 main:574] : INFO : Epoch 1890 | loss: 0.0311705 | val_loss: 0.0311843 | Time: 2216.03 ms [2021-09-30 23:42:09 main:574] : INFO : Epoch 1891 | loss: 0.0311705 | val_loss: 0.0311829 | Time: 2292.39 ms [2021-09-30 23:42:11 main:574] : INFO : Epoch 1892 | loss: 0.0311741 | val_loss: 0.0311868 | Time: 2256.13 ms [2021-09-30 23:42:14 main:574] : INFO : Epoch 1893 | loss: 0.0311717 | val_loss: 0.0311827 | Time: 2205.14 ms [2021-09-30 23:42:16 main:574] : INFO : Epoch 1894 | loss: 0.0311718 | val_loss: 0.0311839 | Time: 2287.32 ms [2021-09-30 23:42:18 main:574] : INFO : Epoch 1895 | loss: 0.0311766 | val_loss: 0.031187 | Time: 2279.41 ms [2021-09-30 23:42:20 main:574] : INFO : Epoch 1896 | loss: 0.0311705 | val_loss: 0.0311854 | Time: 2287.79 ms [2021-09-30 23:42:23 main:574] : INFO : Epoch 1897 | loss: 0.0311719 | val_loss: 0.0311848 | Time: 2280.64 ms [2021-09-30 23:42:25 main:574] : INFO : Epoch 1898 | loss: 0.0311766 | val_loss: 0.0311853 | Time: 2300.7 ms [2021-09-30 23:42:27 main:574] : INFO : Epoch 1899 | loss: 0.0311711 | val_loss: 0.0311847 | Time: 2271.51 ms [2021-09-30 23:42:30 main:574] : INFO : Epoch 1900 | loss: 0.0311724 | val_loss: 0.0311843 | Time: 2295.88 ms [2021-09-30 23:42:32 main:574] : INFO : Epoch 1901 | loss: 0.0311733 | val_loss: 0.0311837 | Time: 2262.72 ms [2021-09-30 23:42:34 main:574] : INFO : Epoch 1902 | loss: 0.031173 | val_loss: 0.0311821 | Time: 2303.42 ms [2021-09-30 23:42:36 main:574] : INFO : Epoch 1903 | loss: 0.0311707 | val_loss: 0.0311835 | Time: 2262.48 ms [2021-09-30 23:42:39 main:574] : INFO : Epoch 1904 | loss: 0.0311698 | val_loss: 0.0311833 | Time: 2396.08 ms [2021-09-30 23:42:41 main:574] : INFO : Epoch 1905 | loss: 0.0311729 | val_loss: 0.0311816 | Time: 2338.44 ms [2021-09-30 23:42:43 main:574] : INFO : Epoch 1906 | loss: 0.0311711 | val_loss: 0.0311824 | Time: 2320.72 ms [2021-09-30 23:42:46 main:574] : INFO : Epoch 1907 | loss: 0.0311745 | val_loss: 0.0311786 | Time: 2410.76 ms [2021-09-30 23:42:48 main:574] : INFO : Epoch 1908 | loss: 0.031173 | val_loss: 0.031179 | Time: 2290.37 ms [2021-09-30 23:42:51 main:574] : INFO : Epoch 1909 | loss: 0.0311725 | val_loss: 0.031181 | Time: 2333.49 ms [2021-09-30 23:42:53 main:574] : INFO : Epoch 1910 | loss: 0.0311708 | val_loss: 0.0311826 | Time: 2294.29 ms [2021-09-30 23:42:55 main:574] : INFO : Epoch 1911 | loss: 0.0311714 | val_loss: 0.0311804 | Time: 2337.75 ms [2021-09-30 23:42:57 main:574] : INFO : Epoch 1912 | loss: 0.0311699 | val_loss: 0.0311813 | Time: 2290.54 ms [2021-09-30 23:43:00 main:574] : INFO : Epoch 1913 | loss: 0.0311713 | val_loss: 0.0311836 | Time: 2285.52 ms [2021-09-30 23:43:02 main:574] : INFO : Epoch 1914 | loss: 0.031173 | val_loss: 0.0311805 | Time: 2253.97 ms [2021-09-30 23:43:04 main:574] : INFO : Epoch 1915 | loss: 0.0311702 | val_loss: 0.0311807 | Time: 2365.17 ms [2021-09-30 23:43:07 main:574] : INFO : Epoch 1916 | loss: 0.0311748 | val_loss: 0.0311816 | Time: 2311.84 ms [2021-09-30 23:43:09 main:574] : INFO : Epoch 1917 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 2367 ms [2021-09-30 23:43:11 main:574] : INFO : Epoch 1918 | loss: 0.0311692 | val_loss: 0.031181 | Time: 2336.5 ms [2021-09-30 23:43:14 main:574] : INFO : Epoch 1919 | loss: 0.031169 | val_loss: 0.0311805 | Time: 2325.97 ms [2021-09-30 23:43:16 main:574] : INFO : Epoch 1920 | loss: 0.0311683 | val_loss: 0.0311802 | Time: 2282.32 ms [2021-09-30 23:43:18 main:574] : INFO : Epoch 1921 | loss: 0.0311683 | val_loss: 0.0311796 | Time: 2286.93 ms [2021-09-30 23:43:21 main:574] : INFO : Epoch 1922 | loss: 0.03117 | val_loss: 0.0311822 | Time: 2350.35 ms [2021-09-30 23:43:23 main:574] : INFO : Epoch 1923 | loss: 0.0311688 | val_loss: 0.0311798 | Time: 2220.68 ms [2021-09-30 23:43:25 main:574] : INFO : Epoch 1924 | loss: 0.0311734 | val_loss: 0.0311863 | Time: 2248.68 ms [2021-09-30 23:43:28 main:574] : INFO : Epoch 1925 | loss: 0.0311702 | val_loss: 0.0311919 | Time: 2331.76 ms [2021-09-30 23:43:30 main:574] : INFO : Epoch 1926 | loss: 0.0311697 | val_loss: 0.0311808 | Time: 2318.58 ms [2021-09-30 23:43:32 main:574] : INFO : Epoch 1927 | loss: 0.0311676 | val_loss: 0.0311851 | Time: 2348.7 ms [2021-09-30 23:43:35 main:574] : INFO : Epoch 1928 | loss: 0.0311678 | val_loss: 0.031184 | Time: 2363.2 ms [2021-09-30 23:43:37 main:574] : INFO : Epoch 1929 | loss: 0.0311666 | val_loss: 0.0311844 | Time: 2349.47 ms [2021-09-30 23:43:39 main:574] : INFO : Epoch 1930 | loss: 0.0311668 | val_loss: 0.031185 | Time: 2290.12 ms [2021-09-30 23:43:42 main:574] : INFO : Epoch 1931 | loss: 0.0311683 | val_loss: 0.0311829 | Time: 2336.39 ms [2021-09-30 23:43:44 main:574] : INFO : Epoch 1932 | loss: 0.0311668 | val_loss: 0.0311809 | Time: 2392.38 ms [2021-09-30 23:43:46 main:574] : INFO : Epoch 1933 | loss: 0.031166 | val_loss: 0.0311837 | Time: 2278.2 ms [2021-09-30 23:43:48 main:574] : INFO : Epoch 1934 | loss: 0.0311672 | val_loss: 0.0311821 | Time: 2248.77 ms [2021-09-30 23:43:51 main:574] : INFO : Epoch 1935 | loss: 0.031167 | val_loss: 0.0311843 | Time: 2312.16 ms [2021-09-30 23:43:53 main:574] : INFO : Epoch 1936 | loss: 0.0311663 | val_loss: 0.0311824 | Time: 2371.33 ms [2021-09-30 23:43:55 main:574] : INFO : Epoch 1937 | loss: 0.0311674 | val_loss: 0.0311828 | Time: 2299.82 ms [2021-09-30 23:43:58 main:574] : INFO : Epoch 1938 | loss: 0.0311663 | val_loss: 0.0311822 | Time: 2296.89 ms [2021-09-30 23:44:00 main:574] : INFO : Epoch 1939 | loss: 0.031165 | val_loss: 0.0311838 | Time: 2338.18 ms [2021-09-30 23:44:03 main:574] : INFO : Epoch 1940 | loss: 0.0311735 | val_loss: 0.0311916 | Time: 2380.94 ms [2021-09-30 23:44:05 main:574] : INFO : Epoch 1941 | loss: 0.0311738 | val_loss: 0.0311834 | Time: 2279.65 ms [2021-09-30 23:44:07 main:574] : INFO : Epoch 1942 | loss: 0.0311688 | val_loss: 0.031181 | Time: 2313.98 ms [2021-09-30 23:44:10 main:574] : INFO : Epoch 1943 | loss: 0.0311674 | val_loss: 0.0311823 | Time: 2385.75 ms [2021-09-30 23:44:12 main:574] : INFO : Epoch 1944 | loss: 0.0311717 | val_loss: 0.0311828 | Time: 2247.87 ms [2021-09-30 23:44:14 main:574] : INFO : Epoch 1945 | loss: 0.0311705 | val_loss: 0.0311882 | Time: 2199.17 ms [2021-09-30 23:44:16 main:574] : INFO : Epoch 1946 | loss: 0.0311713 | val_loss: 0.0311892 | Time: 2363.27 ms [2021-09-30 23:44:19 main:574] : INFO : Epoch 1947 | loss: 0.0311696 | val_loss: 0.0311818 | Time: 2335.8 ms [2021-09-30 23:44:21 main:574] : INFO : Epoch 1948 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 2341.26 ms [2021-09-30 23:44:23 main:574] : INFO : Epoch 1949 | loss: 0.0311705 | val_loss: 0.0311806 | Time: 2324.29 ms [2021-09-30 23:44:26 main:574] : INFO : Epoch 1950 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 2306.53 ms [2021-09-30 23:44:28 main:574] : INFO : Epoch 1951 | loss: 0.0311736 | val_loss: 0.0311882 | Time: 2321.47 ms [2021-09-30 23:44:30 main:574] : INFO : Epoch 1952 | loss: 0.0311723 | val_loss: 0.0311845 | Time: 2260.69 ms [2021-09-30 23:44:33 main:574] : INFO : Epoch 1953 | loss: 0.0311713 | val_loss: 0.0311833 | Time: 2388.4 ms [2021-09-30 23:44:35 main:574] : INFO : Epoch 1954 | loss: 0.0311683 | val_loss: 0.031183 | Time: 2370.38 ms [2021-09-30 23:44:37 main:574] : INFO : Epoch 1955 | loss: 0.0311675 | val_loss: 0.031181 | Time: 2255.41 ms [2021-09-30 23:44:39 main:574] : INFO : Epoch 1956 | loss: 0.0311675 | val_loss: 0.0311818 | Time: 2205.59 ms [2021-09-30 23:44:42 main:574] : INFO : Epoch 1957 | loss: 0.0311669 | val_loss: 0.0311789 | Time: 2351.05 ms [2021-09-30 23:44:44 main:574] : INFO : Epoch 1958 | loss: 0.0311657 | val_loss: 0.0311815 | Time: 2353.73 ms [2021-09-30 23:44:47 main:574] : INFO : Epoch 1959 | loss: 0.0311675 | val_loss: 0.0311795 | Time: 2294.17 ms [2021-09-30 23:44:49 main:574] : INFO : Epoch 1960 | loss: 0.0311653 | val_loss: 0.0311821 | Time: 2354.46 ms [2021-09-30 23:44:51 main:574] : INFO : Epoch 1961 | loss: 0.0311656 | val_loss: 0.0311809 | Time: 2416.03 ms [2021-09-30 23:44:54 main:574] : INFO : Epoch 1962 | loss: 0.031165 | val_loss: 0.0311811 | Time: 2280.78 ms [2021-09-30 23:44:56 main:574] : INFO : Epoch 1963 | loss: 0.0311647 | val_loss: 0.0311844 | Time: 2286.58 ms [2021-09-30 23:44:58 main:574] : INFO : Epoch 1964 | loss: 0.031165 | val_loss: 0.0311804 | Time: 2349 ms [2021-09-30 23:45:01 main:574] : INFO : Epoch 1965 | loss: 0.0311651 | val_loss: 0.0311903 | Time: 2285.28 ms [2021-09-30 23:45:03 main:574] : INFO : Epoch 1966 | loss: 0.0311694 | val_loss: 0.0311795 | Time: 2242.28 ms [2021-09-30 23:45:05 main:574] : INFO : Epoch 1967 | loss: 0.0311664 | val_loss: 0.0311788 | Time: 2266.72 ms [2021-09-30 23:45:07 main:574] : INFO : Epoch 1968 | loss: 0.0311639 | val_loss: 0.0311825 | Time: 2392.19 ms [2021-09-30 23:45:10 main:574] : INFO : Epoch 1969 | loss: 0.031166 | val_loss: 0.0311801 | Time: 2319.3 ms [2021-09-30 23:45:12 main:574] : INFO : Epoch 1970 | loss: 0.0311632 | val_loss: 0.0311831 | Time: 2312.7 ms [2021-09-30 23:45:14 main:574] : INFO : Epoch 1971 | loss: 0.0311624 | val_loss: 0.0311812 | Time: 2292.57 ms [2021-09-30 23:45:17 main:574] : INFO : Epoch 1972 | loss: 0.0311622 | val_loss: 0.03118 | Time: 2284.39 ms [2021-09-30 23:45:19 main:574] : INFO : Epoch 1973 | loss: 0.031163 | val_loss: 0.0311849 | Time: 2274.17 ms [2021-09-30 23:45:21 main:574] : INFO : Epoch 1974 | loss: 0.0311623 | val_loss: 0.0311796 | Time: 2369.7 ms [2021-09-30 23:45:24 main:574] : INFO : Epoch 1975 | loss: 0.0311622 | val_loss: 0.0311815 | Time: 2344.14 ms [2021-09-30 23:45:26 main:574] : INFO : Epoch 1976 | loss: 0.0311655 | val_loss: 0.0311818 | Time: 2266.26 ms [2021-09-30 23:45:28 main:574] : INFO : Epoch 1977 | loss: 0.0311641 | val_loss: 0.0311846 | Time: 2246.86 ms [2021-09-30 23:45:30 main:574] : INFO : Epoch 1978 | loss: 0.031164 | val_loss: 0.0311789 | Time: 2282.71 ms [2021-09-30 23:45:33 main:574] : INFO : Epoch 1979 | loss: 0.0311656 | val_loss: 0.0311842 | Time: 2304.59 ms [2021-09-30 23:45:35 main:574] : INFO : Epoch 1980 | loss: 0.031164 | val_loss: 0.0311828 | Time: 2325.53 ms [2021-09-30 23:45:38 main:574] : INFO : Epoch 1981 | loss: 0.0311635 | val_loss: 0.031182 | Time: 2388.46 ms [2021-09-30 23:45:40 main:574] : INFO : Epoch 1982 | loss: 0.0311624 | val_loss: 0.0311799 | Time: 2327.72 ms [2021-09-30 23:45:42 main:574] : INFO : Epoch 1983 | loss: 0.0311625 | val_loss: 0.031182 | Time: 2285.64 ms [2021-09-30 23:45:44 main:574] : INFO : Epoch 1984 | loss: 0.0311627 | val_loss: 0.0311821 | Time: 2267.12 ms [2021-09-30 23:45:47 main:574] : INFO : Epoch 1985 | loss: 0.0311642 | val_loss: 0.0311855 | Time: 2326.79 ms [2021-09-30 23:45:49 main:574] : INFO : Epoch 1986 | loss: 0.0311628 | val_loss: 0.0311815 | Time: 2320.08 ms [2021-09-30 23:45:51 main:574] : INFO : Epoch 1987 | loss: 0.0311633 | val_loss: 0.0311823 | Time: 2314.95 ms [2021-09-30 23:45:54 main:574] : INFO : Epoch 1988 | loss: 0.0311616 | val_loss: 0.0311828 | Time: 2356.86 ms [2021-09-30 23:45:56 main:574] : INFO : Epoch 1989 | loss: 0.0311617 | val_loss: 0.0311815 | Time: 2265.43 ms [2021-09-30 23:45:58 main:574] : INFO : Epoch 1990 | loss: 0.031163 | val_loss: 0.0311835 | Time: 2311.48 ms [2021-09-30 23:46:01 main:574] : INFO : Epoch 1991 | loss: 0.0311645 | val_loss: 0.0311825 | Time: 2293.97 ms [2021-09-30 23:46:03 main:574] : INFO : Epoch 1992 | loss: 0.0311644 | val_loss: 0.0311816 | Time: 2323.5 ms [2021-09-30 23:46:05 main:574] : INFO : Epoch 1993 | loss: 0.031165 | val_loss: 0.0311826 | Time: 2316.21 ms [2021-09-30 23:46:08 main:574] : INFO : Epoch 1994 | loss: 0.0311648 | val_loss: 0.0311835 | Time: 2267.46 ms [2021-09-30 23:46:10 main:574] : INFO : Epoch 1995 | loss: 0.0311632 | val_loss: 0.0311818 | Time: 2423.78 ms [2021-09-30 23:46:12 main:574] : INFO : Epoch 1996 | loss: 0.0311644 | val_loss: 0.0311798 | Time: 2292.51 ms [2021-09-30 23:46:15 main:574] : INFO : Epoch 1997 | loss: 0.0311661 | val_loss: 0.0311822 | Time: 2276.18 ms [2021-09-30 23:46:17 main:574] : INFO : Epoch 1998 | loss: 0.0311645 | val_loss: 0.0311813 | Time: 2282.72 ms [2021-09-30 23:46:19 main:574] : INFO : Epoch 1999 | loss: 0.0311657 | val_loss: 0.0311808 | Time: 2329.44 ms [2021-09-30 23:46:21 main:574] : INFO : Epoch 2000 | loss: 0.0311662 | val_loss: 0.0311803 | Time: 2286.43 ms [2021-09-30 23:46:24 main:574] : INFO : Epoch 2001 | loss: 0.0311639 | val_loss: 0.0311804 | Time: 2326.14 ms [2021-09-30 23:46:26 main:574] : INFO : Epoch 2002 | loss: 0.0311616 | val_loss: 0.0311817 | Time: 2374.01 ms [2021-09-30 23:46:29 main:574] : INFO : Epoch 2003 | loss: 0.0311621 | val_loss: 0.0311815 | Time: 2347.18 ms [2021-09-30 23:46:31 main:574] : INFO : Epoch 2004 | loss: 0.0311669 | val_loss: 0.0312042 | Time: 2275.42 ms [2021-09-30 23:46:33 main:574] : INFO : Epoch 2005 | loss: 0.0311718 | val_loss: 0.0311924 | Time: 2265.17 ms [2021-09-30 23:46:36 main:574] : INFO : Epoch 2006 | loss: 0.0311695 | val_loss: 0.0311848 | Time: 2452.44 ms [2021-09-30 23:46:38 main:574] : INFO : Epoch 2007 | loss: 0.0311664 | val_loss: 0.0311816 | Time: 2330.2 ms [2021-09-30 23:46:40 main:574] : INFO : Epoch 2008 | loss: 0.0311658 | val_loss: 0.0311817 | Time: 2302.22 ms [2021-09-30 23:46:43 main:574] : INFO : Epoch 2009 | loss: 0.0311653 | val_loss: 0.0311807 | Time: 2322.41 ms [2021-09-30 23:46:45 main:574] : INFO : Epoch 2010 | loss: 0.0311647 | val_loss: 0.0311834 | Time: 2377.54 ms [2021-09-30 23:46:47 main:574] : INFO : Epoch 2011 | loss: 0.0311645 | val_loss: 0.0311815 | Time: 2292.04 ms [2021-09-30 23:46:50 main:574] : INFO : Epoch 2012 | loss: 0.031164 | val_loss: 0.0311871 | Time: 2312.27 ms [2021-09-30 23:46:52 main:574] : INFO : Epoch 2013 | loss: 0.0311635 | val_loss: 0.0311806 | Time: 2456.81 ms [2021-09-30 23:46:54 main:574] : INFO : Epoch 2014 | loss: 0.0311633 | val_loss: 0.0311795 | Time: 2360.64 ms [2021-09-30 23:46:57 main:574] : INFO : Epoch 2015 | loss: 0.0311624 | val_loss: 0.0311797 | Time: 2276.06 ms [2021-09-30 23:46:59 main:574] : INFO : Epoch 2016 | loss: 0.031161 | val_loss: 0.0311835 | Time: 2309.54 ms [2021-09-30 23:47:01 main:574] : INFO : Epoch 2017 | loss: 0.0311621 | val_loss: 0.031181 | Time: 2389.72 ms [2021-09-30 23:47:04 main:574] : INFO : Epoch 2018 | loss: 0.0311599 | val_loss: 0.0311834 | Time: 2268.48 ms [2021-09-30 23:47:06 main:574] : INFO : Epoch 2019 | loss: 0.0311602 | val_loss: 0.0311839 | Time: 2276.47 ms [2021-09-30 23:47:08 main:574] : INFO : Epoch 2020 | loss: 0.0311595 | val_loss: 0.0311835 | Time: 2444.69 ms [2021-09-30 23:47:11 main:574] : INFO : Epoch 2021 | loss: 0.0311608 | val_loss: 0.0311891 | Time: 2449.64 ms [2021-09-30 23:47:13 main:574] : INFO : Epoch 2022 | loss: 0.0311603 | val_loss: 0.031185 | Time: 2262.65 ms [2021-09-30 23:47:15 main:574] : INFO : Epoch 2023 | loss: 0.0311624 | val_loss: 0.0311828 | Time: 2265.82 ms [2021-09-30 23:47:18 main:574] : INFO : Epoch 2024 | loss: 0.0311612 | val_loss: 0.0311866 | Time: 2369.49 ms [2021-09-30 23:47:20 main:574] : INFO : Epoch 2025 | loss: 0.0311617 | val_loss: 0.0311821 | Time: 2250.36 ms [2021-09-30 23:47:22 main:574] : INFO : Epoch 2026 | loss: 0.0311639 | val_loss: 0.0311817 | Time: 2246.16 ms [2021-09-30 23:47:25 main:574] : INFO : Epoch 2027 | loss: 0.031164 | val_loss: 0.0311805 | Time: 2382.07 ms [2021-09-30 23:47:27 main:574] : INFO : Epoch 2028 | loss: 0.0311607 | val_loss: 0.0311823 | Time: 2386.73 ms [2021-09-30 23:47:29 main:574] : INFO : Epoch 2029 | loss: 0.0311604 | val_loss: 0.0311846 | Time: 2266.09 ms [2021-09-30 23:47:32 main:574] : INFO : Epoch 2030 | loss: 0.0311617 | val_loss: 0.0311852 | Time: 2279.65 ms [2021-09-30 23:47:34 main:574] : INFO : Epoch 2031 | loss: 0.0311632 | val_loss: 0.0311848 | Time: 2402.05 ms [2021-09-30 23:47:36 main:574] : INFO : Epoch 2032 | loss: 0.0311609 | val_loss: 0.0311862 | Time: 2332.38 ms [2021-09-30 23:47:39 main:574] : INFO : Epoch 2033 | loss: 0.0311614 | val_loss: 0.0311869 | Time: 2299.69 ms [2021-09-30 23:47:41 main:574] : INFO : Epoch 2034 | loss: 0.0311619 | val_loss: 0.0311863 | Time: 2411.59 ms [2021-09-30 23:47:43 main:574] : INFO : Epoch 2035 | loss: 0.0311607 | val_loss: 0.0311845 | Time: 2387.6 ms [2021-09-30 23:47:46 main:574] : INFO : Epoch 2036 | loss: 0.0311607 | val_loss: 0.0311868 | Time: 2257.92 ms [2021-09-30 23:47:48 main:574] : INFO : Epoch 2037 | loss: 0.0311633 | val_loss: 0.0311849 | Time: 2273.06 ms [2021-09-30 23:47:50 main:574] : INFO : Epoch 2038 | loss: 0.0311617 | val_loss: 0.0311841 | Time: 2321.86 ms [2021-09-30 23:47:53 main:574] : INFO : Epoch 2039 | loss: 0.0311609 | val_loss: 0.0311824 | Time: 2349.24 ms [2021-09-30 23:47:55 main:574] : INFO : Epoch 2040 | loss: 0.03116 | val_loss: 0.0311814 | Time: 2292.83 ms [2021-09-30 23:47:57 main:574] : INFO : Epoch 2041 | loss: 0.0311604 | val_loss: 0.0311826 | Time: 2386.65 ms [2021-09-30 23:48:00 main:574] : INFO : Epoch 2042 | loss: 0.0311603 | val_loss: 0.0311841 | Time: 2394.6 ms [2021-09-30 23:48:02 main:574] : INFO : Epoch 2043 | loss: 0.031161 | val_loss: 0.0311804 | Time: 2295.52 ms [2021-09-30 23:48:04 main:574] : INFO : Epoch 2044 | loss: 0.0311606 | val_loss: 0.0311805 | Time: 2268.36 ms [2021-09-30 23:48:07 main:574] : INFO : Epoch 2045 | loss: 0.0311615 | val_loss: 0.0311798 | Time: 2397.06 ms [2021-09-30 23:48:09 main:574] : INFO : Epoch 2046 | loss: 0.0311626 | val_loss: 0.0311791 | Time: 2312.18 ms [2021-09-30 23:48:11 main:574] : INFO : Epoch 2047 | loss: 0.0311637 | val_loss: 0.0311797 | Time: 2264.83 ms [2021-09-30 23:48:14 main:574] : INFO : Epoch 2048 | loss: 0.0311633 | val_loss: 0.0311838 | Time: 2391.18 ms [2021-09-30 23:48:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311838 [2021-09-30 23:48:14 main:603] : INFO : Saving end state to config to file [2021-09-30 23:48:14 main:608] : INFO : Success, exiting.. 23:48:14 (32244): 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)