Task 9193339
| Name | ParityModified-1636224645-1616-2-0_1 |
| Workunit | 6453713 |
| Created | 26 Nov 2021, 5:41:01 UTC |
| Sent | 26 Nov 2021, 7:34:55 UTC |
| Report deadline | 4 Dec 2021, 7:34:55 UTC |
| Received | 28 Nov 2021, 12:22:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 12 sec |
| CPU time | 1 hours 15 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311908 | val_loss: 0.0311935 | Time: 2233.24 ms [2021-11-28 13:03:12 main:574] : INFO : Epoch 1543 | loss: 0.0311948 | val_loss: 0.0311942 | Time: 2200.62 ms [2021-11-28 13:03:14 main:574] : INFO : Epoch 1544 | loss: 0.0311935 | val_loss: 0.0311941 | Time: 2218.34 ms [2021-11-28 13:03:17 main:574] : INFO : Epoch 1545 | loss: 0.0311919 | val_loss: 0.0311931 | Time: 2221.14 ms [2021-11-28 13:03:19 main:574] : INFO : Epoch 1546 | loss: 0.0311924 | val_loss: 0.0311945 | Time: 2229.55 ms [2021-11-28 13:03:21 main:574] : INFO : Epoch 1547 | loss: 0.0311908 | val_loss: 0.0311934 | Time: 2223.06 ms [2021-11-28 13:03:23 main:574] : INFO : Epoch 1548 | loss: 0.0311891 | val_loss: 0.0311949 | Time: 2217.09 ms [2021-11-28 13:03:25 main:574] : INFO : Epoch 1549 | loss: 0.03119 | val_loss: 0.0311927 | Time: 2227.96 ms [2021-11-28 13:03:28 main:574] : INFO : Epoch 1550 | loss: 0.0311924 | val_loss: 0.0312069 | Time: 2232.96 ms [2021-11-28 13:03:30 main:574] : INFO : Epoch 1551 | loss: 0.0311946 | val_loss: 0.0312001 | Time: 2223.83 ms [2021-11-28 13:03:32 main:574] : INFO : Epoch 1552 | loss: 0.0311977 | val_loss: 0.0312025 | Time: 2254.43 ms [2021-11-28 13:03:34 main:574] : INFO : Epoch 1553 | loss: 0.0311928 | val_loss: 0.0311942 | Time: 2193.53 ms [2021-11-28 13:03:37 main:574] : INFO : Epoch 1554 | loss: 0.0311903 | val_loss: 0.0311943 | Time: 2261.29 ms [2021-11-28 13:03:39 main:574] : INFO : Epoch 1555 | loss: 0.0311902 | val_loss: 0.0311941 | Time: 2254.1 ms [2021-11-28 13:03:41 main:574] : INFO : Epoch 1556 | loss: 0.0311877 | val_loss: 0.031193 | Time: 2228.86 ms [2021-11-28 13:03:43 main:574] : INFO : Epoch 1557 | loss: 0.0311883 | val_loss: 0.0311955 | Time: 2231.85 ms [2021-11-28 13:03:46 main:574] : INFO : Epoch 1558 | loss: 0.0311889 | val_loss: 0.0311917 | Time: 2219.43 ms [2021-11-28 13:03:48 main:574] : INFO : Epoch 1559 | loss: 0.0311882 | val_loss: 0.0311933 | Time: 2243.94 ms [2021-11-28 13:03:50 main:574] : INFO : Epoch 1560 | loss: 0.0311868 | val_loss: 0.0311946 | Time: 2239.44 ms [2021-11-28 13:03:52 main:574] : INFO : Epoch 1561 | loss: 0.0311878 | val_loss: 0.0311924 | Time: 2210.11 ms [2021-11-28 13:03:55 main:574] : INFO : Epoch 1562 | loss: 0.031189 | val_loss: 0.0311922 | Time: 2245.95 ms [2021-11-28 13:03:57 main:574] : INFO : Epoch 1563 | loss: 0.031188 | val_loss: 0.0311917 | Time: 2217.26 ms [2021-11-28 13:03:59 main:574] : INFO : Epoch 1564 | loss: 0.031189 | val_loss: 0.0311915 | Time: 2243.89 ms [2021-11-28 13:04:01 main:574] : INFO : Epoch 1565 | loss: 0.0311888 | val_loss: 0.0311932 | Time: 2225.71 ms [2021-11-28 13:04:03 main:574] : INFO : Epoch 1566 | loss: 0.031188 | val_loss: 0.0311946 | Time: 2230.1 ms [2021-11-28 13:04:06 main:574] : INFO : Epoch 1567 | loss: 0.031188 | val_loss: 0.0311963 | Time: 2242.7 ms [2021-11-28 13:04:08 main:574] : INFO : Epoch 1568 | loss: 0.0311878 | val_loss: 0.0311941 | Time: 2252.95 ms [2021-11-28 13:04:10 main:574] : INFO : Epoch 1569 | loss: 0.0311875 | val_loss: 0.0311944 | Time: 2256.22 ms [2021-11-28 13:04:12 main:574] : INFO : Epoch 1570 | loss: 0.0311879 | val_loss: 0.0311963 | Time: 2246.58 ms [2021-11-28 13:04:15 main:574] : INFO : Epoch 1571 | loss: 0.0311899 | val_loss: 0.0312006 | Time: 2241.81 ms [2021-11-28 13:04:17 main:574] : INFO : Epoch 1572 | loss: 0.0311902 | val_loss: 0.0311957 | Time: 2214.16 ms [2021-11-28 13:04:19 main:574] : INFO : Epoch 1573 | loss: 0.0311861 | val_loss: 0.0311932 | Time: 2227.64 ms [2021-11-28 13:04:21 main:574] : INFO : Epoch 1574 | loss: 0.0311881 | val_loss: 0.0311928 | Time: 2221.89 ms [2021-11-28 13:04:24 main:574] : INFO : Epoch 1575 | loss: 0.0311878 | val_loss: 0.0311924 | Time: 2195.2 ms [2021-11-28 13:04:26 main:574] : INFO : Epoch 1576 | loss: 0.0311873 | val_loss: 0.0311946 | Time: 2208.55 ms [2021-11-28 13:04:28 main:574] : INFO : Epoch 1577 | loss: 0.0311876 | val_loss: 0.0311929 | Time: 2259.83 ms [2021-11-28 13:04:30 main:574] : INFO : Epoch 1578 | loss: 0.0311878 | val_loss: 0.031192 | Time: 2229.42 ms [2021-11-28 13:04:33 main:574] : INFO : Epoch 1579 | loss: 0.0311879 | val_loss: 0.0311969 | Time: 2249.7 ms [2021-11-28 13:04:35 main:574] : INFO : Epoch 1580 | loss: 0.0311925 | val_loss: 0.0311966 | Time: 2257.51 ms [2021-11-28 13:04:37 main:574] : INFO : Epoch 1581 | loss: 0.031188 | val_loss: 0.0311939 | Time: 2219.28 ms [2021-11-28 13:04:39 main:574] : INFO : Epoch 1582 | loss: 0.0311877 | val_loss: 0.0311934 | Time: 2195.78 ms [2021-11-28 13:04:41 main:574] : INFO : Epoch 1583 | loss: 0.031186 | val_loss: 0.0311931 | Time: 2202.21 ms [2021-11-28 13:04:44 main:574] : INFO : Epoch 1584 | loss: 0.0311863 | val_loss: 0.0311929 | Time: 2227.31 ms [2021-11-28 13:04:46 main:574] : INFO : Epoch 1585 | loss: 0.0311875 | val_loss: 0.0311912 | Time: 2235.43 ms [2021-11-28 13:04:48 main:574] : INFO : Epoch 1586 | loss: 0.0311896 | val_loss: 0.0311941 | Time: 2215.72 ms [2021-11-28 13:04:50 main:574] : INFO : Epoch 1587 | loss: 0.0311879 | val_loss: 0.0311948 | Time: 2255.83 ms [2021-11-28 13:04:53 main:574] : INFO : Epoch 1588 | loss: 0.0311905 | val_loss: 0.0311959 | Time: 2244.32 ms [2021-11-28 13:04:55 main:574] : INFO : Epoch 1589 | loss: 0.0311871 | val_loss: 0.0311914 | Time: 2225.84 ms [2021-11-28 13:04:57 main:574] : INFO : Epoch 1590 | loss: 0.031187 | val_loss: 0.0311986 | Time: 2246.13 ms [2021-11-28 13:04:59 main:574] : INFO : Epoch 1591 | loss: 0.0311891 | val_loss: 0.0311913 | Time: 2177.37 ms [2021-11-28 13:05:02 main:574] : INFO : Epoch 1592 | loss: 0.0311904 | val_loss: 0.0311931 | Time: 2217.22 ms [2021-11-28 13:05:04 main:574] : INFO : Epoch 1593 | loss: 0.0311882 | val_loss: 0.0311924 | Time: 2204.17 ms [2021-11-28 13:05:06 main:574] : INFO : Epoch 1594 | loss: 0.0311886 | val_loss: 0.031192 | Time: 2205.54 ms [2021-11-28 13:05:08 main:574] : INFO : Epoch 1595 | loss: 0.0311868 | val_loss: 0.031192 | Time: 2211.49 ms [2021-11-28 13:05:10 main:574] : INFO : Epoch 1596 | loss: 0.0311856 | val_loss: 0.0311923 | Time: 2213.35 ms [2021-11-28 13:05:13 main:574] : INFO : Epoch 1597 | loss: 0.0311885 | val_loss: 0.0311957 | Time: 2215.18 ms [2021-11-28 13:05:15 main:574] : INFO : Epoch 1598 | loss: 0.0311848 | val_loss: 0.0311916 | Time: 2228.19 ms [2021-11-28 13:05:17 main:574] : INFO : Epoch 1599 | loss: 0.031184 | val_loss: 0.0311917 | Time: 2194.84 ms [2021-11-28 13:05:19 main:574] : INFO : Epoch 1600 | loss: 0.0311859 | val_loss: 0.0311951 | Time: 2215.96 ms [2021-11-28 13:05:21 main:574] : INFO : Epoch 1601 | loss: 0.0311856 | val_loss: 0.0311952 | Time: 2213.4 ms [2021-11-28 13:05:24 main:574] : INFO : Epoch 1602 | loss: 0.0311903 | val_loss: 0.0311919 | Time: 2190.34 ms [2021-11-28 13:05:26 main:574] : INFO : Epoch 1603 | loss: 0.0311899 | val_loss: 0.0312029 | Time: 2234.27 ms [2021-11-28 13:05:28 main:574] : INFO : Epoch 1604 | loss: 0.0311899 | val_loss: 0.0311928 | Time: 2206.71 ms [2021-11-28 13:05:30 main:574] : INFO : Epoch 1605 | loss: 0.031186 | val_loss: 0.0311955 | Time: 2248.4 ms [2021-11-28 13:05:33 main:574] : INFO : Epoch 1606 | loss: 0.0311872 | val_loss: 0.0311983 | Time: 2207.98 ms [2021-11-28 13:05:35 main:574] : INFO : Epoch 1607 | loss: 0.0311864 | val_loss: 0.0311925 | Time: 2218.99 ms [2021-11-28 13:05:37 main:574] : INFO : Epoch 1608 | loss: 0.0311851 | val_loss: 0.0311938 | Time: 2261.61 ms [2021-11-28 13:05:39 main:574] : INFO : Epoch 1609 | loss: 0.0311855 | val_loss: 0.0311909 | Time: 2242.59 ms [2021-11-28 13:05:42 main:574] : INFO : Epoch 1610 | loss: 0.0311868 | val_loss: 0.0311932 | Time: 2231.17 ms [2021-11-28 13:05:44 main:574] : INFO : Epoch 1611 | loss: 0.0311872 | val_loss: 0.0312056 | Time: 2244.48 ms [2021-11-28 13:05:46 main:574] : INFO : Epoch 1612 | loss: 0.0311928 | val_loss: 0.0311915 | Time: 2249.05 ms [2021-11-28 13:05:48 main:574] : INFO : Epoch 1613 | loss: 0.0311866 | val_loss: 0.0311906 | Time: 2229.38 ms [2021-11-28 13:05:50 main:574] : INFO : Epoch 1614 | loss: 0.031184 | val_loss: 0.0311933 | Time: 2231.11 ms [2021-11-28 13:05:53 main:574] : INFO : Epoch 1615 | loss: 0.0311875 | val_loss: 0.0311955 | Time: 2200.18 ms [2021-11-28 13:05:55 main:574] : INFO : Epoch 1616 | loss: 0.0311834 | val_loss: 0.0311913 | Time: 2238.36 ms [2021-11-28 13:05:57 main:574] : INFO : Epoch 1617 | loss: 0.0311834 | val_loss: 0.0311914 | Time: 2223.23 ms [2021-11-28 13:05:59 main:574] : INFO : Epoch 1618 | loss: 0.0311838 | val_loss: 0.0311925 | Time: 2245.25 ms [2021-11-28 13:06:02 main:574] : INFO : Epoch 1619 | loss: 0.0311851 | val_loss: 0.0311902 | Time: 2206.54 ms [2021-11-28 13:06:04 main:574] : INFO : Epoch 1620 | loss: 0.0311863 | val_loss: 0.0311903 | Time: 2229.35 ms [2021-11-28 13:06:06 main:574] : INFO : Epoch 1621 | loss: 0.031183 | val_loss: 0.0311953 | Time: 2228.57 ms [2021-11-28 13:06:08 main:574] : INFO : Epoch 1622 | loss: 0.0311877 | val_loss: 0.0311925 | Time: 2231.26 ms [2021-11-28 13:06:11 main:574] : INFO : Epoch 1623 | loss: 0.0311853 | val_loss: 0.0311935 | Time: 2215.93 ms [2021-11-28 13:06:13 main:574] : INFO : Epoch 1624 | loss: 0.0311876 | val_loss: 0.0312004 | Time: 2252.88 ms [2021-11-28 13:06:15 main:574] : INFO : Epoch 1625 | loss: 0.0311859 | val_loss: 0.0311918 | Time: 2222.62 ms [2021-11-28 13:06:17 main:574] : INFO : Epoch 1626 | loss: 0.0311864 | val_loss: 0.0311936 | Time: 2227.96 ms [2021-11-28 13:06:19 main:574] : INFO : Epoch 1627 | loss: 0.0311855 | val_loss: 0.0312 | Time: 2201.9 ms [2021-11-28 13:06:22 main:574] : INFO : Epoch 1628 | loss: 0.0311832 | val_loss: 0.0311926 | Time: 2227.17 ms [2021-11-28 13:06:24 main:574] : INFO : Epoch 1629 | loss: 0.031183 | val_loss: 0.031192 | Time: 2220.16 ms [2021-11-28 13:06:26 main:574] : INFO : Epoch 1630 | loss: 0.0311825 | val_loss: 0.0311918 | Time: 2232.95 ms [2021-11-28 13:06:28 main:574] : INFO : Epoch 1631 | loss: 0.031183 | val_loss: 0.031197 | Time: 2237.92 ms [2021-11-28 13:06:31 main:574] : INFO : Epoch 1632 | loss: 0.0311879 | val_loss: 0.0311926 | Time: 2231.07 ms [2021-11-28 13:06:33 main:574] : INFO : Epoch 1633 | loss: 0.031184 | val_loss: 0.0311928 | Time: 2228.17 ms [2021-11-28 13:06:35 main:574] : INFO : Epoch 1634 | loss: 0.0311825 | val_loss: 0.0311941 | Time: 2224.78 ms [2021-11-28 13:06:37 main:574] : INFO : Epoch 1635 | loss: 0.0311832 | val_loss: 0.0311918 | Time: 2198.46 ms [2021-11-28 13:06:40 main:574] : INFO : Epoch 1636 | loss: 0.0311834 | val_loss: 0.0311939 | Time: 2228.62 ms [2021-11-28 13:06:42 main:574] : INFO : Epoch 1637 | loss: 0.0311838 | val_loss: 0.0311908 | Time: 2243.97 ms [2021-11-28 13:06:44 main:574] : INFO : Epoch 1638 | loss: 0.0311862 | val_loss: 0.0311926 | Time: 2229.03 ms [2021-11-28 13:06:46 main:574] : INFO : Epoch 1639 | loss: 0.0311836 | val_loss: 0.0311923 | Time: 2253.95 ms [2021-11-28 13:06:48 main:574] : INFO : Epoch 1640 | loss: 0.0311826 | val_loss: 0.0311923 | Time: 2216.05 ms [2021-11-28 13:06:51 main:574] : INFO : Epoch 1641 | loss: 0.0311822 | val_loss: 0.0311955 | Time: 2239.87 ms [2021-11-28 13:06:53 main:574] : INFO : Epoch 1642 | loss: 0.0311811 | val_loss: 0.0311907 | Time: 2216.03 ms [2021-11-28 13:06:55 main:574] : INFO : Epoch 1643 | loss: 0.0311808 | val_loss: 0.0311934 | Time: 2244.28 ms [2021-11-28 13:06:57 main:574] : INFO : Epoch 1644 | loss: 0.0311819 | val_loss: 0.0311937 | Time: 2222.6 ms [2021-11-28 13:07:00 main:574] : INFO : Epoch 1645 | loss: 0.0311825 | val_loss: 0.0311953 | Time: 2258.59 ms [2021-11-28 13:07:02 main:574] : INFO : Epoch 1646 | loss: 0.031185 | val_loss: 0.0311972 | Time: 2234.93 ms [2021-11-28 13:07:04 main:574] : INFO : Epoch 1647 | loss: 0.0311846 | val_loss: 0.0312011 | Time: 2210.24 ms [2021-11-28 13:07:06 main:574] : INFO : Epoch 1648 | loss: 0.031185 | val_loss: 0.0312004 | Time: 2200.81 ms [2021-11-28 13:07:09 main:574] : INFO : Epoch 1649 | loss: 0.0311846 | val_loss: 0.031193 | Time: 2234.17 ms [2021-11-28 13:07:11 main:574] : INFO : Epoch 1650 | loss: 0.0311805 | val_loss: 0.0311914 | Time: 2221.04 ms [2021-11-28 13:07:13 main:574] : INFO : Epoch 1651 | loss: 0.0311816 | val_loss: 0.0311945 | Time: 2239.22 ms [2021-11-28 13:07:15 main:574] : INFO : Epoch 1652 | loss: 0.0311825 | val_loss: 0.0311921 | Time: 2230.01 ms [2021-11-28 13:07:17 main:574] : INFO : Epoch 1653 | loss: 0.0311804 | val_loss: 0.0311923 | Time: 2203.97 ms [2021-11-28 13:07:20 main:574] : INFO : Epoch 1654 | loss: 0.0311801 | val_loss: 0.031194 | Time: 2214.86 ms [2021-11-28 13:07:22 main:574] : INFO : Epoch 1655 | loss: 0.0311812 | val_loss: 0.0311969 | Time: 2235.32 ms [2021-11-28 13:07:24 main:574] : INFO : Epoch 1656 | loss: 0.0311811 | val_loss: 0.031196 | Time: 2226.38 ms [2021-11-28 13:07:26 main:574] : INFO : Epoch 1657 | loss: 0.0311824 | val_loss: 0.0311952 | Time: 2209.28 ms [2021-11-28 13:07:29 main:574] : INFO : Epoch 1658 | loss: 0.0311847 | val_loss: 0.0312047 | Time: 2234.08 ms [2021-11-28 13:07:31 main:574] : INFO : Epoch 1659 | loss: 0.0311824 | val_loss: 0.0311914 | Time: 2250.24 ms [2021-11-28 13:07:33 main:574] : INFO : Epoch 1660 | loss: 0.0311799 | val_loss: 0.0311941 | Time: 2234.31 ms [2021-11-28 13:07:35 main:574] : INFO : Epoch 1661 | loss: 0.0311816 | val_loss: 0.0311941 | Time: 2241.56 ms [2021-11-28 13:07:38 main:574] : INFO : Epoch 1662 | loss: 0.0311844 | val_loss: 0.0312017 | Time: 2242.94 ms [2021-11-28 13:07:40 main:574] : INFO : Epoch 1663 | loss: 0.0311842 | val_loss: 0.0311923 | Time: 2237.03 ms [2021-11-28 13:07:42 main:574] : INFO : Epoch 1664 | loss: 0.0311834 | val_loss: 0.0311931 | Time: 2228.24 ms [2021-11-28 13:07:44 main:574] : INFO : Epoch 1665 | loss: 0.0311866 | val_loss: 0.0312087 | Time: 2218.96 ms [2021-11-28 13:07:46 main:574] : INFO : Epoch 1666 | loss: 0.0311806 | val_loss: 0.0311983 | Time: 2210.88 ms [2021-11-28 13:07:49 main:574] : INFO : Epoch 1667 | loss: 0.0311805 | val_loss: 0.0311956 | Time: 2227.91 ms [2021-11-28 13:07:51 main:574] : INFO : Epoch 1668 | loss: 0.0311803 | val_loss: 0.0311944 | Time: 2217.92 ms [2021-11-28 13:07:53 main:574] : INFO : Epoch 1669 | loss: 0.0311782 | val_loss: 0.0311942 | Time: 2222.9 ms [2021-11-28 13:07:55 main:574] : INFO : Epoch 1670 | loss: 0.0311778 | val_loss: 0.0311962 | Time: 2211.5 ms [2021-11-28 13:07:58 main:574] : INFO : Epoch 1671 | loss: 0.0311818 | val_loss: 0.0311973 | Time: 2215.23 ms [2021-11-28 13:08:00 main:574] : INFO : Epoch 1672 | loss: 0.0311863 | val_loss: 0.0311949 | Time: 2223.59 ms [2021-11-28 13:08:02 main:574] : INFO : Epoch 1673 | loss: 0.0311887 | val_loss: 0.0311919 | Time: 2240 ms [2021-11-28 13:08:04 main:574] : INFO : Epoch 1674 | loss: 0.0311836 | val_loss: 0.0311915 | Time: 2250.83 ms [2021-11-28 13:08:07 main:574] : INFO : Epoch 1675 | loss: 0.0311815 | val_loss: 0.0311932 | Time: 2244.58 ms [2021-11-28 13:08:09 main:574] : INFO : Epoch 1676 | loss: 0.0311837 | val_loss: 0.031191 | Time: 2258.09 ms [2021-11-28 13:08:11 main:574] : INFO : Epoch 1677 | loss: 0.0311809 | val_loss: 0.0311947 | Time: 2238.12 ms [2021-11-28 13:08:13 main:574] : INFO : Epoch 1678 | loss: 0.0311793 | val_loss: 0.0311939 | Time: 2216.88 ms [2021-11-28 13:08:15 main:574] : INFO : Epoch 1679 | loss: 0.0311864 | val_loss: 0.0312001 | Time: 2177.2 ms [2021-11-28 13:08:18 main:574] : INFO : Epoch 1680 | loss: 0.0311833 | val_loss: 0.0311933 | Time: 2184.09 ms [2021-11-28 13:08:20 main:574] : INFO : Epoch 1681 | loss: 0.0311819 | val_loss: 0.031193 | Time: 2213.92 ms [2021-11-28 13:08:22 main:574] : INFO : Epoch 1682 | loss: 0.0311808 | val_loss: 0.0311933 | Time: 2245.76 ms [2021-11-28 13:08:24 main:574] : INFO : Epoch 1683 | loss: 0.0311804 | val_loss: 0.0311906 | Time: 2209.25 ms [2021-11-28 13:08:27 main:574] : INFO : Epoch 1684 | loss: 0.0311814 | val_loss: 0.0311936 | Time: 2212.63 ms [2021-11-28 13:08:29 main:574] : INFO : Epoch 1685 | loss: 0.0311803 | val_loss: 0.0311953 | Time: 2225.4 ms [2021-11-28 13:08:31 main:574] : INFO : Epoch 1686 | loss: 0.0311806 | val_loss: 0.0311961 | Time: 2234.82 ms [2021-11-28 13:08:33 main:574] : INFO : Epoch 1687 | loss: 0.0311792 | val_loss: 0.0311952 | Time: 2209.9 ms [2021-11-28 13:08:35 main:574] : INFO : Epoch 1688 | loss: 0.0311847 | val_loss: 0.0311961 | Time: 2245.93 ms [2021-11-28 13:08:38 main:574] : INFO : Epoch 1689 | loss: 0.0311844 | val_loss: 0.0311931 | Time: 2234.91 ms [2021-11-28 13:08:40 main:574] : INFO : Epoch 1690 | loss: 0.0311824 | val_loss: 0.031191 | Time: 2250.32 ms [2021-11-28 13:08:42 main:574] : INFO : Epoch 1691 | loss: 0.0311839 | val_loss: 0.0312001 | Time: 2186.23 ms [2021-11-28 13:08:44 main:574] : INFO : Epoch 1692 | loss: 0.0311828 | val_loss: 0.0311925 | Time: 2218.58 ms [2021-11-28 13:08:47 main:574] : INFO : Epoch 1693 | loss: 0.0311811 | val_loss: 0.0311961 | Time: 2243.21 ms [2021-11-28 13:08:49 main:574] : INFO : Epoch 1694 | loss: 0.0311795 | val_loss: 0.0311924 | Time: 2206.39 ms [2021-11-28 13:08:51 main:574] : INFO : Epoch 1695 | loss: 0.0311807 | val_loss: 0.0311977 | Time: 2238.1 ms [2021-11-28 13:08:53 main:574] : INFO : Epoch 1696 | loss: 0.0311809 | val_loss: 0.0311927 | Time: 2198.75 ms [2021-11-28 13:08:56 main:574] : INFO : Epoch 1697 | loss: 0.0311819 | val_loss: 0.0311917 | Time: 2216.99 ms [2021-11-28 13:08:58 main:574] : INFO : Epoch 1698 | loss: 0.031182 | val_loss: 0.0311993 | Time: 2221.12 ms [2021-11-28 13:09:00 main:574] : INFO : Epoch 1699 | loss: 0.0311793 | val_loss: 0.0311915 | Time: 2227 ms [2021-11-28 13:09:02 main:574] : INFO : Epoch 1700 | loss: 0.031178 | val_loss: 0.0311943 | Time: 2239.35 ms [2021-11-28 13:09:04 main:574] : INFO : Epoch 1701 | loss: 0.0311779 | val_loss: 0.031193 | Time: 2226.4 ms [2021-11-28 13:09:07 main:574] : INFO : Epoch 1702 | loss: 0.0311801 | val_loss: 0.0312007 | Time: 2207.75 ms [2021-11-28 13:09:09 main:574] : INFO : Epoch 1703 | loss: 0.0311801 | val_loss: 0.0311937 | Time: 2215.85 ms [2021-11-28 13:09:11 main:574] : INFO : Epoch 1704 | loss: 0.0311811 | val_loss: 0.0311923 | Time: 2229.73 ms [2021-11-28 13:09:13 main:574] : INFO : Epoch 1705 | loss: 0.0311857 | val_loss: 0.0311934 | Time: 2209.09 ms [2021-11-28 13:09:16 main:574] : INFO : Epoch 1706 | loss: 0.0311864 | val_loss: 0.0311949 | Time: 2208.04 ms [2021-11-28 13:09:18 main:574] : INFO : Epoch 1707 | loss: 0.031181 | val_loss: 0.0311939 | Time: 2224.03 ms [2021-11-28 13:09:20 main:574] : INFO : Epoch 1708 | loss: 0.0311791 | val_loss: 0.0311938 | Time: 2215.29 ms [2021-11-28 13:09:22 main:574] : INFO : Epoch 1709 | loss: 0.0311789 | val_loss: 0.0311923 | Time: 2227.3 ms [2021-11-28 13:09:24 main:574] : INFO : Epoch 1710 | loss: 0.0311832 | val_loss: 0.031192 | Time: 2216.52 ms [2021-11-28 13:09:27 main:574] : INFO : Epoch 1711 | loss: 0.0311828 | val_loss: 0.0311948 | Time: 2212.35 ms [2021-11-28 13:09:29 main:574] : INFO : Epoch 1712 | loss: 0.0311828 | val_loss: 0.0311906 | Time: 2191.83 ms [2021-11-28 13:09:31 main:574] : INFO : Epoch 1713 | loss: 0.0311804 | val_loss: 0.0311912 | Time: 2232.4 ms [2021-11-28 13:09:33 main:574] : INFO : Epoch 1714 | loss: 0.0311787 | val_loss: 0.0311957 | Time: 2211.27 ms [2021-11-28 13:09:36 main:574] : INFO : Epoch 1715 | loss: 0.0311786 | val_loss: 0.0311921 | Time: 2246.78 ms [2021-11-28 13:09:38 main:574] : INFO : Epoch 1716 | loss: 0.0311788 | val_loss: 0.0312024 | Time: 2203.64 ms [2021-11-28 13:09:40 main:574] : INFO : Epoch 1717 | loss: 0.0311816 | val_loss: 0.0311992 | Time: 2231.34 ms [2021-11-28 13:09:42 main:574] : INFO : Epoch 1718 | loss: 0.0311859 | val_loss: 0.0311949 | Time: 2217.92 ms [2021-11-28 13:09:44 main:574] : INFO : Epoch 1719 | loss: 0.0311819 | val_loss: 0.0311951 | Time: 2219.2 ms [2021-11-28 13:09:47 main:574] : INFO : Epoch 1720 | loss: 0.0311772 | val_loss: 0.0311935 | Time: 2214.43 ms [2021-11-28 13:09:49 main:574] : INFO : Epoch 1721 | loss: 0.0311764 | val_loss: 0.0311944 | Time: 2222.84 ms [2021-11-28 13:09:51 main:574] : INFO : Epoch 1722 | loss: 0.0311803 | val_loss: 0.0311933 | Time: 2220.18 ms [2021-11-28 13:09:53 main:574] : INFO : Epoch 1723 | loss: 0.0311831 | val_loss: 0.0311917 | Time: 2221.4 ms [2021-11-28 13:09:56 main:574] : INFO : Epoch 1724 | loss: 0.0311787 | val_loss: 0.0311922 | Time: 2204.99 ms [2021-11-28 13:09:58 main:574] : INFO : Epoch 1725 | loss: 0.031178 | val_loss: 0.0311941 | Time: 2210.93 ms [2021-11-28 13:10:00 main:574] : INFO : Epoch 1726 | loss: 0.0311772 | val_loss: 0.0311929 | Time: 2204.24 ms [2021-11-28 13:10:02 main:574] : INFO : Epoch 1727 | loss: 0.0311797 | val_loss: 0.0311934 | Time: 2238.78 ms [2021-11-28 13:10:04 main:574] : INFO : Epoch 1728 | loss: 0.0311809 | val_loss: 0.0311949 | Time: 2205.04 ms [2021-11-28 13:10:07 main:574] : INFO : Epoch 1729 | loss: 0.0311812 | val_loss: 0.0312046 | Time: 2229.97 ms [2021-11-28 13:10:09 main:574] : INFO : Epoch 1730 | loss: 0.0311821 | val_loss: 0.0311986 | Time: 2226.41 ms [2021-11-28 13:10:11 main:574] : INFO : Epoch 1731 | loss: 0.031178 | val_loss: 0.0311948 | Time: 2221.54 ms [2021-11-28 13:10:13 main:574] : INFO : Epoch 1732 | loss: 0.0311763 | val_loss: 0.0311909 | Time: 2178.15 ms [2021-11-28 13:10:15 main:574] : INFO : Epoch 1733 | loss: 0.0311765 | val_loss: 0.0311963 | Time: 2218.93 ms [2021-11-28 13:10:18 main:574] : INFO : Epoch 1734 | loss: 0.0311807 | val_loss: 0.0311924 | Time: 2203.06 ms [2021-11-28 13:10:20 main:574] : INFO : Epoch 1735 | loss: 0.0311824 | val_loss: 0.0311984 | Time: 2204.71 ms [2021-11-28 13:10:22 main:574] : INFO : Epoch 1736 | loss: 0.0311839 | val_loss: 0.0312007 | Time: 2229.64 ms [2021-11-28 13:10:24 main:574] : INFO : Epoch 1737 | loss: 0.0311833 | val_loss: 0.0311973 | Time: 2228.93 ms [2021-11-28 13:10:27 main:574] : INFO : Epoch 1738 | loss: 0.0311829 | val_loss: 0.0312024 | Time: 2212.54 ms [2021-11-28 13:10:29 main:574] : INFO : Epoch 1739 | loss: 0.0311845 | val_loss: 0.0312053 | Time: 2217.54 ms [2021-11-28 13:10:31 main:574] : INFO : Epoch 1740 | loss: 0.0311824 | val_loss: 0.0312038 | Time: 2224.73 ms [2021-11-28 13:10:33 main:574] : INFO : Epoch 1741 | loss: 0.0311821 | val_loss: 0.0311954 | Time: 2206.21 ms [2021-11-28 13:10:35 main:574] : INFO : Epoch 1742 | loss: 0.031177 | val_loss: 0.0311937 | Time: 2211.12 ms [2021-11-28 13:10:38 main:574] : INFO : Epoch 1743 | loss: 0.0311793 | val_loss: 0.0311988 | Time: 2233.98 ms [2021-11-28 13:10:40 main:574] : INFO : Epoch 1744 | loss: 0.0311794 | val_loss: 0.031195 | Time: 2231.54 ms [2021-11-28 13:10:42 main:574] : INFO : Epoch 1745 | loss: 0.0311783 | val_loss: 0.0311944 | Time: 2227.38 ms [2021-11-28 13:10:44 main:574] : INFO : Epoch 1746 | loss: 0.0311811 | val_loss: 0.0311943 | Time: 2253.41 ms [2021-11-28 13:10:47 main:574] : INFO : Epoch 1747 | loss: 0.0311778 | val_loss: 0.0311913 | Time: 2201.98 ms [2021-11-28 13:10:49 main:574] : INFO : Epoch 1748 | loss: 0.0311772 | val_loss: 0.0311938 | Time: 2239.81 ms [2021-11-28 13:10:51 main:574] : INFO : Epoch 1749 | loss: 0.0311752 | val_loss: 0.0311942 | Time: 2224.48 ms [2021-11-28 13:10:53 main:574] : INFO : Epoch 1750 | loss: 0.0311807 | val_loss: 0.0311927 | Time: 2234.23 ms [2021-11-28 13:10:55 main:574] : INFO : Epoch 1751 | loss: 0.0311782 | val_loss: 0.0311935 | Time: 2186.02 ms [2021-11-28 13:10:58 main:574] : INFO : Epoch 1752 | loss: 0.0311769 | val_loss: 0.0311946 | Time: 2219.28 ms [2021-11-28 13:11:00 main:574] : INFO : Epoch 1753 | loss: 0.0311755 | val_loss: 0.031193 | Time: 2209.54 ms [2021-11-28 13:11:02 main:574] : INFO : Epoch 1754 | loss: 0.0311781 | val_loss: 0.0312128 | Time: 2206.89 ms [2021-11-28 13:11:04 main:574] : INFO : Epoch 1755 | loss: 0.0311915 | val_loss: 0.0311995 | Time: 2223.61 ms [2021-11-28 13:11:07 main:574] : INFO : Epoch 1756 | loss: 0.0311791 | val_loss: 0.031195 | Time: 2222.15 ms [2021-11-28 13:11:09 main:574] : INFO : Epoch 1757 | loss: 0.031178 | val_loss: 0.031197 | Time: 2222.17 ms [2021-11-28 13:11:11 main:574] : INFO : Epoch 1758 | loss: 0.0311764 | val_loss: 0.0311937 | Time: 2219.87 ms [2021-11-28 13:11:13 main:574] : INFO : Epoch 1759 | loss: 0.0311775 | val_loss: 0.0311952 | Time: 2251.42 ms [2021-11-28 13:11:16 main:574] : INFO : Epoch 1760 | loss: 0.0311771 | val_loss: 0.0311951 | Time: 2218.93 ms [2021-11-28 13:11:18 main:574] : INFO : Epoch 1761 | loss: 0.0311788 | val_loss: 0.0311932 | Time: 2191.53 ms [2021-11-28 13:11:20 main:574] : INFO : Epoch 1762 | loss: 0.0311776 | val_loss: 0.0311926 | Time: 2193.79 ms [2021-11-28 13:11:22 main:574] : INFO : Epoch 1763 | loss: 0.0311765 | val_loss: 0.0311955 | Time: 2209.13 ms [2021-11-28 13:11:24 main:574] : INFO : Epoch 1764 | loss: 0.0311746 | val_loss: 0.031193 | Time: 2263.02 ms [2021-11-28 13:11:27 main:574] : INFO : Epoch 1765 | loss: 0.0311758 | val_loss: 0.0311974 | Time: 2224.32 ms [2021-11-28 13:11:29 main:574] : INFO : Epoch 1766 | loss: 0.0311808 | val_loss: 0.0311988 | Time: 2204.31 ms [2021-11-28 13:11:31 main:574] : INFO : Epoch 1767 | loss: 0.0311818 | val_loss: 0.0311971 | Time: 2207.66 ms [2021-11-28 13:11:33 main:574] : INFO : Epoch 1768 | loss: 0.0311799 | val_loss: 0.0312013 | Time: 2220.99 ms [2021-11-28 13:11:35 main:574] : INFO : Epoch 1769 | loss: 0.0311838 | val_loss: 0.0311922 | Time: 2227.28 ms [2021-11-28 13:11:38 main:574] : INFO : Epoch 1770 | loss: 0.0311794 | val_loss: 0.0312013 | Time: 2225.89 ms [2021-11-28 13:11:40 main:574] : INFO : Epoch 1771 | loss: 0.0311813 | val_loss: 0.0312007 | Time: 2207.68 ms [2021-11-28 13:11:42 main:574] : INFO : Epoch 1772 | loss: 0.0311795 | val_loss: 0.0311998 | Time: 2249.42 ms [2021-11-28 13:11:44 main:574] : INFO : Epoch 1773 | loss: 0.0311763 | val_loss: 0.0311958 | Time: 2206.83 ms [2021-11-28 13:11:47 main:574] : INFO : Epoch 1774 | loss: 0.0311765 | val_loss: 0.0311955 | Time: 2229.17 ms [2021-11-28 13:11:49 main:574] : INFO : Epoch 1775 | loss: 0.031175 | val_loss: 0.0311939 | Time: 2183.09 ms [2021-11-28 13:11:51 main:574] : INFO : Epoch 1776 | loss: 0.031178 | val_loss: 0.0311946 | Time: 2233.23 ms [2021-11-28 13:11:53 main:574] : INFO : Epoch 1777 | loss: 0.0311792 | val_loss: 0.0311964 | Time: 2216.48 ms [2021-11-28 13:11:55 main:574] : INFO : Epoch 1778 | loss: 0.0311773 | val_loss: 0.0311956 | Time: 2230.28 ms [2021-11-28 13:11:58 main:574] : INFO : Epoch 1779 | loss: 0.0311764 | val_loss: 0.0311985 | Time: 2223.81 ms [2021-11-28 13:12:00 main:574] : INFO : Epoch 1780 | loss: 0.0311783 | val_loss: 0.0311934 | Time: 2269.24 ms [2021-11-28 13:12:02 main:574] : INFO : Epoch 1781 | loss: 0.0311795 | val_loss: 0.0311945 | Time: 2246.76 ms [2021-11-28 13:12:04 main:574] : INFO : Epoch 1782 | loss: 0.0311785 | val_loss: 0.0312045 | Time: 2252.53 ms [2021-11-28 13:12:07 main:574] : INFO : Epoch 1783 | loss: 0.0311764 | val_loss: 0.0312086 | Time: 2206.07 ms [2021-11-28 13:12:09 main:574] : INFO : Epoch 1784 | loss: 0.0311758 | val_loss: 0.0311968 | Time: 2187.56 ms [2021-11-28 13:12:11 main:574] : INFO : Epoch 1785 | loss: 0.0311797 | val_loss: 0.0311963 | Time: 2199.26 ms [2021-11-28 13:12:13 main:574] : INFO : Epoch 1786 | loss: 0.0311744 | val_loss: 0.0312012 | Time: 2183.78 ms [2021-11-28 13:12:16 main:574] : INFO : Epoch 1787 | loss: 0.0311752 | val_loss: 0.0311972 | Time: 2227.02 ms [2021-11-28 13:12:18 main:574] : INFO : Epoch 1788 | loss: 0.031173 | val_loss: 0.0311957 | Time: 2256.72 ms [2021-11-28 13:12:20 main:574] : INFO : Epoch 1789 | loss: 0.0311756 | val_loss: 0.0311941 | Time: 2207.31 ms [2021-11-28 13:12:22 main:574] : INFO : Epoch 1790 | loss: 0.0311824 | val_loss: 0.0311929 | Time: 2216.82 ms [2021-11-28 13:12:24 main:574] : INFO : Epoch 1791 | loss: 0.0311803 | val_loss: 0.031193 | Time: 2240.39 ms [2021-11-28 13:12:27 main:574] : INFO : Epoch 1792 | loss: 0.0311815 | val_loss: 0.0311918 | Time: 2201.21 ms [2021-11-28 13:12:29 main:574] : INFO : Epoch 1793 | loss: 0.0311776 | val_loss: 0.0311976 | Time: 2232.42 ms [2021-11-28 13:12:31 main:574] : INFO : Epoch 1794 | loss: 0.0311766 | val_loss: 0.0311916 | Time: 2223.2 ms [2021-11-28 13:12:33 main:574] : INFO : Epoch 1795 | loss: 0.0311753 | val_loss: 0.0311935 | Time: 2212.3 ms [2021-11-28 13:12:36 main:574] : INFO : Epoch 1796 | loss: 0.0311783 | val_loss: 0.0311939 | Time: 2213.41 ms [2021-11-28 13:12:38 main:574] : INFO : Epoch 1797 | loss: 0.0311757 | val_loss: 0.0311935 | Time: 2202.26 ms [2021-11-28 13:12:40 main:574] : INFO : Epoch 1798 | loss: 0.0311731 | val_loss: 0.0311943 | Time: 2215.62 ms [2021-11-28 13:12:42 main:574] : INFO : Epoch 1799 | loss: 0.0311762 | val_loss: 0.0311953 | Time: 2244.66 ms [2021-11-28 13:12:44 main:574] : INFO : Epoch 1800 | loss: 0.0311766 | val_loss: 0.0311958 | Time: 2247.87 ms [2021-11-28 13:12:47 main:574] : INFO : Epoch 1801 | loss: 0.0311745 | val_loss: 0.0311932 | Time: 2233.48 ms [2021-11-28 13:12:49 main:574] : INFO : Epoch 1802 | loss: 0.0311727 | val_loss: 0.0311939 | Time: 2225.39 ms [2021-11-28 13:12:51 main:574] : INFO : Epoch 1803 | loss: 0.0311756 | val_loss: 0.0311946 | Time: 2189.03 ms [2021-11-28 13:12:53 main:574] : INFO : Epoch 1804 | loss: 0.0311746 | val_loss: 0.0311969 | Time: 2213.31 ms [2021-11-28 13:12:56 main:574] : INFO : Epoch 1805 | loss: 0.031174 | val_loss: 0.0311927 | Time: 2210.27 ms [2021-11-28 13:12:58 main:574] : INFO : Epoch 1806 | loss: 0.0311739 | val_loss: 0.0311956 | Time: 2227.22 ms [2021-11-28 13:13:00 main:574] : INFO : Epoch 1807 | loss: 0.0311743 | val_loss: 0.0311947 | Time: 2224.07 ms [2021-11-28 13:13:02 main:574] : INFO : Epoch 1808 | loss: 0.0311799 | val_loss: 0.0311971 | Time: 2223.19 ms [2021-11-28 13:13:04 main:574] : INFO : Epoch 1809 | loss: 0.0311809 | val_loss: 0.0311928 | Time: 2244.12 ms [2021-11-28 13:13:07 main:574] : INFO : Epoch 1810 | loss: 0.0311788 | val_loss: 0.0311939 | Time: 2196.76 ms [2021-11-28 13:13:09 main:574] : INFO : Epoch 1811 | loss: 0.0311779 | val_loss: 0.0311915 | Time: 2237.41 ms [2021-11-28 13:13:11 main:574] : INFO : Epoch 1812 | loss: 0.0311761 | val_loss: 0.0311969 | Time: 2219.55 ms [2021-11-28 13:13:13 main:574] : INFO : Epoch 1813 | loss: 0.0311751 | val_loss: 0.0311937 | Time: 2182.38 ms [2021-11-28 13:13:16 main:574] : INFO : Epoch 1814 | loss: 0.0311761 | val_loss: 0.0311974 | Time: 2221.11 ms [2021-11-28 13:13:18 main:574] : INFO : Epoch 1815 | loss: 0.0311738 | val_loss: 0.0311932 | Time: 2236.7 ms [2021-11-28 13:13:20 main:574] : INFO : Epoch 1816 | loss: 0.031174 | val_loss: 0.0312038 | Time: 2223.45 ms [2021-11-28 13:13:22 main:574] : INFO : Epoch 1817 | loss: 0.0311725 | val_loss: 0.0311961 | Time: 2220.26 ms [2021-11-28 13:13:24 main:574] : INFO : Epoch 1818 | loss: 0.0311725 | val_loss: 0.0311958 | Time: 2228.64 ms [2021-11-28 13:13:27 main:574] : INFO : Epoch 1819 | loss: 0.0311722 | val_loss: 0.031195 | Time: 2219.8 ms [2021-11-28 13:13:29 main:574] : INFO : Epoch 1820 | loss: 0.0311774 | val_loss: 0.0311939 | Time: 2215.36 ms [2021-11-28 13:13:31 main:574] : INFO : Epoch 1821 | loss: 0.0311734 | val_loss: 0.0311962 | Time: 2209.35 ms [2021-11-28 13:13:33 main:574] : INFO : Epoch 1822 | loss: 0.0311714 | val_loss: 0.0311949 | Time: 2242.15 ms [2021-11-28 13:13:36 main:574] : INFO : Epoch 1823 | loss: 0.0311723 | val_loss: 0.0311983 | Time: 2227.83 ms [2021-11-28 13:13:38 main:574] : INFO : Epoch 1824 | loss: 0.0311731 | val_loss: 0.0311977 | Time: 2191.37 ms [2021-11-28 13:13:40 main:574] : INFO : Epoch 1825 | loss: 0.0311731 | val_loss: 0.0311967 | Time: 2219.43 ms [2021-11-28 13:13:42 main:574] : INFO : Epoch 1826 | loss: 0.0311717 | val_loss: 0.0312027 | Time: 2230.17 ms [2021-11-28 13:13:44 main:574] : INFO : Epoch 1827 | loss: 0.031179 | val_loss: 0.0312022 | Time: 2225.14 ms [2021-11-28 13:13:47 main:574] : INFO : Epoch 1828 | loss: 0.0311774 | val_loss: 0.0311989 | Time: 2206 ms [2021-11-28 13:13:49 main:574] : INFO : Epoch 1829 | loss: 0.0311765 | val_loss: 0.0311958 | Time: 2219.15 ms [2021-11-28 13:13:51 main:574] : INFO : Epoch 1830 | loss: 0.0311751 | val_loss: 0.0311944 | Time: 2245.92 ms [2021-11-28 13:13:53 main:574] : INFO : Epoch 1831 | loss: 0.0311739 | val_loss: 0.0311944 | Time: 2213.73 ms [2021-11-28 13:13:56 main:574] : INFO : Epoch 1832 | loss: 0.0311715 | val_loss: 0.0311942 | Time: 2196.71 ms [2021-11-28 13:13:58 main:574] : INFO : Epoch 1833 | loss: 0.0311713 | val_loss: 0.0312 | Time: 2186.81 ms [2021-11-28 13:14:00 main:574] : INFO : Epoch 1834 | loss: 0.031171 | val_loss: 0.0311978 | Time: 2213.41 ms [2021-11-28 13:14:02 main:574] : INFO : Epoch 1835 | loss: 0.0311737 | val_loss: 0.031195 | Time: 2237.98 ms [2021-11-28 13:14:04 main:574] : INFO : Epoch 1836 | loss: 0.0311719 | val_loss: 0.031194 | Time: 2222.86 ms [2021-11-28 13:14:07 main:574] : INFO : Epoch 1837 | loss: 0.0311704 | val_loss: 0.0311981 | Time: 2233.79 ms [2021-11-28 13:14:09 main:574] : INFO : Epoch 1838 | loss: 0.0311733 | val_loss: 0.0311974 | Time: 2221.05 ms [2021-11-28 13:14:11 main:574] : INFO : Epoch 1839 | loss: 0.0311713 | val_loss: 0.0311931 | Time: 2203.77 ms [2021-11-28 13:14:13 main:574] : INFO : Epoch 1840 | loss: 0.0311702 | val_loss: 0.0311938 | Time: 2212.54 ms [2021-11-28 13:14:16 main:574] : INFO : Epoch 1841 | loss: 0.0311701 | val_loss: 0.0311946 | Time: 2208.65 ms [2021-11-28 13:14:18 main:574] : INFO : Epoch 1842 | loss: 0.0311723 | val_loss: 0.0311956 | Time: 2195.3 ms [2021-11-28 13:14:20 main:574] : INFO : Epoch 1843 | loss: 0.0311735 | val_loss: 0.0311931 | Time: 2200.83 ms [2021-11-28 13:14:22 main:574] : INFO : Epoch 1844 | loss: 0.0311726 | val_loss: 0.0311948 | Time: 2224.32 ms [2021-11-28 13:14:24 main:574] : INFO : Epoch 1845 | loss: 0.0311726 | val_loss: 0.0311941 | Time: 2240.23 ms [2021-11-28 13:14:27 main:574] : INFO : Epoch 1846 | loss: 0.0311739 | val_loss: 0.0311957 | Time: 2206.79 ms [2021-11-28 13:14:29 main:574] : INFO : Epoch 1847 | loss: 0.0311743 | val_loss: 0.0311944 | Time: 2235.76 ms [2021-11-28 13:14:31 main:574] : INFO : Epoch 1848 | loss: 0.0311739 | val_loss: 0.0311931 | Time: 2229.81 ms [2021-11-28 13:14:33 main:574] : INFO : Epoch 1849 | loss: 0.0311726 | val_loss: 0.0311933 | Time: 2227.29 ms [2021-11-28 13:14:36 main:574] : INFO : Epoch 1850 | loss: 0.0311722 | val_loss: 0.0311935 | Time: 2213.06 ms [2021-11-28 13:14:38 main:574] : INFO : Epoch 1851 | loss: 0.0311707 | val_loss: 0.0311974 | Time: 2215.9 ms [2021-11-28 13:14:40 main:574] : INFO : Epoch 1852 | loss: 0.0311697 | val_loss: 0.0311994 | Time: 2210.97 ms [2021-11-28 13:14:42 main:574] : INFO : Epoch 1853 | loss: 0.0311715 | val_loss: 0.0311979 | Time: 2215.28 ms [2021-11-28 13:14:44 main:574] : INFO : Epoch 1854 | loss: 0.0311702 | val_loss: 0.0311945 | Time: 2194.13 ms [2021-11-28 13:14:47 main:574] : INFO : Epoch 1855 | loss: 0.0311739 | val_loss: 0.0311981 | Time: 2228.22 ms [2021-11-28 13:14:49 main:574] : INFO : Epoch 1856 | loss: 0.0311745 | val_loss: 0.0312004 | Time: 2206.38 ms [2021-11-28 13:14:51 main:574] : INFO : Epoch 1857 | loss: 0.0311717 | val_loss: 0.0312011 | Time: 2214.01 ms [2021-11-28 13:14:53 main:574] : INFO : Epoch 1858 | loss: 0.0311725 | val_loss: 0.031196 | Time: 2239.72 ms [2021-11-28 13:14:56 main:574] : INFO : Epoch 1859 | loss: 0.031174 | val_loss: 0.0311993 | Time: 2233.09 ms [2021-11-28 13:14:58 main:574] : INFO : Epoch 1860 | loss: 0.0311733 | val_loss: 0.0311966 | Time: 2205.08 ms [2021-11-28 13:15:00 main:574] : INFO : Epoch 1861 | loss: 0.0311723 | val_loss: 0.031196 | Time: 2222.22 ms [2021-11-28 13:15:02 main:574] : INFO : Epoch 1862 | loss: 0.0311743 | val_loss: 0.0311969 | Time: 2217.64 ms [2021-11-28 13:15:04 main:574] : INFO : Epoch 1863 | loss: 0.0311747 | val_loss: 0.0311991 | Time: 2234.57 ms [2021-11-28 13:15:07 main:574] : INFO : Epoch 1864 | loss: 0.0311734 | val_loss: 0.0311939 | Time: 2223.24 ms [2021-11-28 13:15:09 main:574] : INFO : Epoch 1865 | loss: 0.0311749 | val_loss: 0.0312004 | Time: 2225.29 ms [2021-11-28 13:15:11 main:574] : INFO : Epoch 1866 | loss: 0.0311716 | val_loss: 0.0311965 | Time: 2220.89 ms [2021-11-28 13:15:13 main:574] : INFO : Epoch 1867 | loss: 0.0311715 | val_loss: 0.0312015 | Time: 2215.43 ms [2021-11-28 13:15:16 main:574] : INFO : Epoch 1868 | loss: 0.031172 | val_loss: 0.0311943 | Time: 2223.38 ms [2021-11-28 13:15:18 main:574] : INFO : Epoch 1869 | loss: 0.0311694 | val_loss: 0.0311994 | Time: 2231.91 ms [2021-11-28 13:15:20 main:574] : INFO : Epoch 1870 | loss: 0.0311739 | val_loss: 0.0312046 | Time: 2197.15 ms [2021-11-28 13:15:22 main:574] : INFO : Epoch 1871 | loss: 0.0311783 | val_loss: 0.0312038 | Time: 2233.68 ms [2021-11-28 13:15:24 main:574] : INFO : Epoch 1872 | loss: 0.0311786 | val_loss: 0.0312062 | Time: 2247.3 ms [2021-11-28 13:15:27 main:574] : INFO : Epoch 1873 | loss: 0.0311717 | val_loss: 0.0311956 | Time: 2219.78 ms [2021-11-28 13:15:29 main:574] : INFO : Epoch 1874 | loss: 0.0311722 | val_loss: 0.0311948 | Time: 2232.36 ms [2021-11-28 13:15:31 main:574] : INFO : Epoch 1875 | loss: 0.031172 | val_loss: 0.0311974 | Time: 2222.7 ms [2021-11-28 13:15:33 main:574] : INFO : Epoch 1876 | loss: 0.0311712 | val_loss: 0.0311969 | Time: 2187.45 ms [2021-11-28 13:15:36 main:574] : INFO : Epoch 1877 | loss: 0.0311712 | val_loss: 0.0311937 | Time: 2270.46 ms [2021-11-28 13:15:38 main:574] : INFO : Epoch 1878 | loss: 0.0311697 | val_loss: 0.0311933 | Time: 2224.3 ms [2021-11-28 13:15:40 main:574] : INFO : Epoch 1879 | loss: 0.0311701 | val_loss: 0.0311934 | Time: 2230.28 ms [2021-11-28 13:15:42 main:574] : INFO : Epoch 1880 | loss: 0.0311722 | val_loss: 0.0311947 | Time: 2244.51 ms [2021-11-28 13:15:45 main:574] : INFO : Epoch 1881 | loss: 0.0311713 | val_loss: 0.0312027 | Time: 2218.01 ms [2021-11-28 13:15:47 main:574] : INFO : Epoch 1882 | loss: 0.0311724 | val_loss: 0.0311957 | Time: 2208.09 ms [2021-11-28 13:15:49 main:574] : INFO : Epoch 1883 | loss: 0.031171 | val_loss: 0.0312005 | Time: 2212.67 ms [2021-11-28 13:15:51 main:574] : INFO : Epoch 1884 | loss: 0.0311707 | val_loss: 0.0311999 | Time: 2208.56 ms [2021-11-28 13:15:53 main:574] : INFO : Epoch 1885 | loss: 0.0311708 | val_loss: 0.0311969 | Time: 2207.63 ms [2021-11-28 13:15:56 main:574] : INFO : Epoch 1886 | loss: 0.0311692 | val_loss: 0.0311942 | Time: 2212.31 ms [2021-11-28 13:15:58 main:574] : INFO : Epoch 1887 | loss: 0.0311743 | val_loss: 0.0311957 | Time: 2216.16 ms [2021-11-28 13:16:00 main:574] : INFO : Epoch 1888 | loss: 0.031171 | val_loss: 0.0311976 | Time: 2225.47 ms [2021-11-28 13:16:02 main:574] : INFO : Epoch 1889 | loss: 0.0311691 | val_loss: 0.0311994 | Time: 2199.52 ms [2021-11-28 13:16:04 main:574] : INFO : Epoch 1890 | loss: 0.0311706 | val_loss: 0.0311944 | Time: 2200.89 ms [2021-11-28 13:16:07 main:574] : INFO : Epoch 1891 | loss: 0.0311736 | val_loss: 0.0311952 | Time: 2237.54 ms [2021-11-28 13:16:09 main:574] : INFO : Epoch 1892 | loss: 0.0311684 | val_loss: 0.0311953 | Time: 2212.33 ms [2021-11-28 13:16:11 main:574] : INFO : Epoch 1893 | loss: 0.0311699 | val_loss: 0.0311987 | Time: 2234.49 ms [2021-11-28 13:16:13 main:574] : INFO : Epoch 1894 | loss: 0.0311687 | val_loss: 0.0311972 | Time: 2174.22 ms [2021-11-28 13:16:16 main:574] : INFO : Epoch 1895 | loss: 0.0311694 | val_loss: 0.031196 | Time: 2208.78 ms [2021-11-28 13:16:18 main:574] : INFO : Epoch 1896 | loss: 0.0311689 | val_loss: 0.0311969 | Time: 2213.62 ms [2021-11-28 13:16:20 main:574] : INFO : Epoch 1897 | loss: 0.031172 | val_loss: 0.031199 | Time: 2202.86 ms [2021-11-28 13:16:22 main:574] : INFO : Epoch 1898 | loss: 0.0311722 | val_loss: 0.0311956 | Time: 2235.83 ms [2021-11-28 13:16:24 main:574] : INFO : Epoch 1899 | loss: 0.0311682 | val_loss: 0.0311959 | Time: 2246.76 ms [2021-11-28 13:16:27 main:574] : INFO : Epoch 1900 | loss: 0.0311683 | val_loss: 0.0311978 | Time: 2216.96 ms [2021-11-28 13:16:29 main:574] : INFO : Epoch 1901 | loss: 0.0311685 | val_loss: 0.0311937 | Time: 2225.38 ms [2021-11-28 13:16:31 main:574] : INFO : Epoch 1902 | loss: 0.0311708 | val_loss: 0.0311936 | Time: 2207.91 ms [2021-11-28 13:16:33 main:574] : INFO : Epoch 1903 | loss: 0.0311705 | val_loss: 0.0311968 | Time: 2237.34 ms [2021-11-28 13:16:36 main:574] : INFO : Epoch 1904 | loss: 0.0311701 | val_loss: 0.0312008 | Time: 2218.09 ms [2021-11-28 13:16:38 main:574] : INFO : Epoch 1905 | loss: 0.0311673 | val_loss: 0.0311963 | Time: 2240.03 ms [2021-11-28 13:16:40 main:574] : INFO : Epoch 1906 | loss: 0.0311693 | val_loss: 0.0312022 | Time: 2215.21 ms [2021-11-28 13:16:42 main:574] : INFO : Epoch 1907 | loss: 0.0311746 | val_loss: 0.0311964 | Time: 2210.7 ms [2021-11-28 13:16:45 main:574] : INFO : Epoch 1908 | loss: 0.0311704 | val_loss: 0.0311931 | Time: 2234.24 ms [2021-11-28 13:16:47 main:574] : INFO : Epoch 1909 | loss: 0.0311733 | val_loss: 0.0311973 | Time: 2206.58 ms [2021-11-28 13:16:49 main:574] : INFO : Epoch 1910 | loss: 0.0311713 | val_loss: 0.0311948 | Time: 2267.24 ms [2021-11-28 13:16:51 main:574] : INFO : Epoch 1911 | loss: 0.0311729 | val_loss: 0.0312022 | Time: 2187.94 ms [2021-11-28 13:16:53 main:574] : INFO : Epoch 1912 | loss: 0.0311759 | val_loss: 0.0311941 | Time: 2208.96 ms [2021-11-28 13:16:56 main:574] : INFO : Epoch 1913 | loss: 0.0311724 | val_loss: 0.0311958 | Time: 2201.04 ms [2021-11-28 13:16:58 main:574] : INFO : Epoch 1914 | loss: 0.0311726 | val_loss: 0.0311942 | Time: 2244.68 ms [2021-11-28 13:17:00 main:574] : INFO : Epoch 1915 | loss: 0.0311714 | val_loss: 0.031195 | Time: 2261.21 ms [2021-11-28 13:17:02 main:574] : INFO : Epoch 1916 | loss: 0.0311703 | val_loss: 0.031193 | Time: 2248.51 ms [2021-11-28 13:17:05 main:574] : INFO : Epoch 1917 | loss: 0.0311715 | val_loss: 0.0311934 | Time: 2206.21 ms [2021-11-28 13:17:07 main:574] : INFO : Epoch 1918 | loss: 0.0311681 | val_loss: 0.0311961 | Time: 2238.8 ms [2021-11-28 13:17:09 main:574] : INFO : Epoch 1919 | loss: 0.0311683 | val_loss: 0.0311969 | Time: 2238.36 ms [2021-11-28 13:17:11 main:574] : INFO : Epoch 1920 | loss: 0.0311691 | val_loss: 0.0312003 | Time: 2222.84 ms [2021-11-28 13:17:13 main:574] : INFO : Epoch 1921 | loss: 0.0311712 | val_loss: 0.0311983 | Time: 2209.52 ms [2021-11-28 13:17:16 main:574] : INFO : Epoch 1922 | loss: 0.0311686 | val_loss: 0.031196 | Time: 2221.49 ms [2021-11-28 13:17:18 main:574] : INFO : Epoch 1923 | loss: 0.0311694 | val_loss: 0.0311991 | Time: 2185.03 ms [2021-11-28 13:17:20 main:574] : INFO : Epoch 1924 | loss: 0.0311722 | val_loss: 0.0311988 | Time: 2258.57 ms [2021-11-28 13:17:22 main:574] : INFO : Epoch 1925 | loss: 0.0311779 | val_loss: 0.0311927 | Time: 2203.79 ms [2021-11-28 13:17:25 main:574] : INFO : Epoch 1926 | loss: 0.0311749 | val_loss: 0.0312012 | Time: 2240.05 ms [2021-11-28 13:17:27 main:574] : INFO : Epoch 1927 | loss: 0.031173 | val_loss: 0.0312 | Time: 2191.97 ms [2021-11-28 13:17:29 main:574] : INFO : Epoch 1928 | loss: 0.0311704 | val_loss: 0.0311961 | Time: 2198.91 ms [2021-11-28 13:17:31 main:574] : INFO : Epoch 1929 | loss: 0.0311696 | val_loss: 0.0311969 | Time: 2224.38 ms [2021-11-28 13:17:33 main:574] : INFO : Epoch 1930 | loss: 0.0311721 | val_loss: 0.0312064 | Time: 2200.16 ms [2021-11-28 13:17:36 main:574] : INFO : Epoch 1931 | loss: 0.0311704 | val_loss: 0.031196 | Time: 2218.01 ms [2021-11-28 13:17:38 main:574] : INFO : Epoch 1932 | loss: 0.0311685 | val_loss: 0.0311974 | Time: 2225.23 ms [2021-11-28 13:17:40 main:574] : INFO : Epoch 1933 | loss: 0.0311697 | val_loss: 0.0312019 | Time: 2213.77 ms [2021-11-28 13:17:42 main:574] : INFO : Epoch 1934 | loss: 0.0311685 | val_loss: 0.0311971 | Time: 2218.18 ms [2021-11-28 13:17:45 main:574] : INFO : Epoch 1935 | loss: 0.0311686 | val_loss: 0.0311984 | Time: 2223.18 ms [2021-11-28 13:17:47 main:574] : INFO : Epoch 1936 | loss: 0.0311687 | val_loss: 0.0312 | Time: 2222.39 ms [2021-11-28 13:17:49 main:574] : INFO : Epoch 1937 | loss: 0.0311681 | val_loss: 0.0311949 | Time: 2235.98 ms [2021-11-28 13:17:51 main:574] : INFO : Epoch 1938 | loss: 0.0311711 | val_loss: 0.0311993 | Time: 2229.12 ms [2021-11-28 13:17:53 main:574] : INFO : Epoch 1939 | loss: 0.0311694 | val_loss: 0.0311955 | Time: 2233.83 ms [2021-11-28 13:17:56 main:574] : INFO : Epoch 1940 | loss: 0.0311688 | val_loss: 0.031196 | Time: 2209.74 ms [2021-11-28 13:17:58 main:574] : INFO : Epoch 1941 | loss: 0.0311709 | val_loss: 0.0312028 | Time: 2227.29 ms [2021-11-28 13:18:00 main:574] : INFO : Epoch 1942 | loss: 0.0311696 | val_loss: 0.0311981 | Time: 2211.02 ms [2021-11-28 13:18:02 main:574] : INFO : Epoch 1943 | loss: 0.0311714 | val_loss: 0.0311965 | Time: 2187.49 ms [2021-11-28 13:18:05 main:574] : INFO : Epoch 1944 | loss: 0.0311691 | val_loss: 0.0311939 | Time: 2191.5 ms [2021-11-28 13:18:07 main:574] : INFO : Epoch 1945 | loss: 0.0311686 | val_loss: 0.0311985 | Time: 2231.32 ms [2021-11-28 13:18:09 main:574] : INFO : Epoch 1946 | loss: 0.0311687 | val_loss: 0.0311972 | Time: 2224.92 ms [2021-11-28 13:18:11 main:574] : INFO : Epoch 1947 | loss: 0.0311693 | val_loss: 0.0311967 | Time: 2194 ms [2021-11-28 13:18:13 main:574] : INFO : Epoch 1948 | loss: 0.0311739 | val_loss: 0.0312014 | Time: 2221.41 ms [2021-11-28 13:18:16 main:574] : INFO : Epoch 1949 | loss: 0.0311736 | val_loss: 0.0311937 | Time: 2229.15 ms [2021-11-28 13:18:18 main:574] : INFO : Epoch 1950 | loss: 0.0311708 | val_loss: 0.0311937 | Time: 2236.3 ms [2021-11-28 13:18:20 main:574] : INFO : Epoch 1951 | loss: 0.0311705 | val_loss: 0.0311987 | Time: 2214.52 ms [2021-11-28 13:18:22 main:574] : INFO : Epoch 1952 | loss: 0.0311702 | val_loss: 0.0311966 | Time: 2259.6 ms [2021-11-28 13:18:25 main:574] : INFO : Epoch 1953 | loss: 0.0311704 | val_loss: 0.0312014 | Time: 2216.75 ms [2021-11-28 13:18:27 main:574] : INFO : Epoch 1954 | loss: 0.0311697 | val_loss: 0.0311972 | Time: 2286.39 ms [2021-11-28 13:18:29 main:574] : INFO : Epoch 1955 | loss: 0.0311702 | val_loss: 0.0311986 | Time: 2222.14 ms [2021-11-28 13:18:31 main:574] : INFO : Epoch 1956 | loss: 0.0311713 | val_loss: 0.0311964 | Time: 2239.25 ms [2021-11-28 13:18:34 main:574] : INFO : Epoch 1957 | loss: 0.0311694 | val_loss: 0.0311957 | Time: 2234.25 ms [2021-11-28 13:18:36 main:574] : INFO : Epoch 1958 | loss: 0.0311689 | val_loss: 0.0311954 | Time: 2235.3 ms [2021-11-28 13:18:38 main:574] : INFO : Epoch 1959 | loss: 0.0311711 | val_loss: 0.0311957 | Time: 2206.67 ms [2021-11-28 13:18:40 main:574] : INFO : Epoch 1960 | loss: 0.031168 | val_loss: 0.0311966 | Time: 2241.03 ms [2021-11-28 13:18:42 main:574] : INFO : Epoch 1961 | loss: 0.0311679 | val_loss: 0.0311968 | Time: 2207.45 ms [2021-11-28 13:18:45 main:574] : INFO : Epoch 1962 | loss: 0.0311669 | val_loss: 0.0311965 | Time: 2224.6 ms [2021-11-28 13:18:47 main:574] : INFO : Epoch 1963 | loss: 0.0311683 | val_loss: 0.0311992 | Time: 2228.28 ms [2021-11-28 13:18:49 main:574] : INFO : Epoch 1964 | loss: 0.0311662 | val_loss: 0.0311985 | Time: 2242.58 ms [2021-11-28 13:18:51 main:574] : INFO : Epoch 1965 | loss: 0.0311675 | val_loss: 0.0311957 | Time: 2203.55 ms [2021-11-28 13:18:54 main:574] : INFO : Epoch 1966 | loss: 0.0311673 | val_loss: 0.0311988 | Time: 2253.78 ms [2021-11-28 13:18:56 main:574] : INFO : Epoch 1967 | loss: 0.0311682 | val_loss: 0.0312023 | Time: 2196.26 ms [2021-11-28 13:18:58 main:574] : INFO : Epoch 1968 | loss: 0.0311696 | val_loss: 0.0311963 | Time: 2214.19 ms [2021-11-28 13:19:00 main:574] : INFO : Epoch 1969 | loss: 0.0311694 | val_loss: 0.0311979 | Time: 2206.9 ms [2021-11-28 13:19:03 main:574] : INFO : Epoch 1970 | loss: 0.0311703 | val_loss: 0.0311968 | Time: 2224.41 ms [2021-11-28 13:19:05 main:574] : INFO : Epoch 1971 | loss: 0.0311674 | val_loss: 0.0311947 | Time: 2205.51 ms [2021-11-28 13:19:07 main:574] : INFO : Epoch 1972 | loss: 0.0311683 | val_loss: 0.0311965 | Time: 2242.49 ms [2021-11-28 13:19:09 main:574] : INFO : Epoch 1973 | loss: 0.0311686 | val_loss: 0.0311937 | Time: 2224.56 ms [2021-11-28 13:19:11 main:574] : INFO : Epoch 1974 | loss: 0.0311704 | val_loss: 0.0311985 | Time: 2208.05 ms [2021-11-28 13:19:14 main:574] : INFO : Epoch 1975 | loss: 0.0311689 | val_loss: 0.0311991 | Time: 2214.93 ms [2021-11-28 13:19:16 main:574] : INFO : Epoch 1976 | loss: 0.0311688 | val_loss: 0.0311947 | Time: 2225.4 ms [2021-11-28 13:19:18 main:574] : INFO : Epoch 1977 | loss: 0.0311674 | val_loss: 0.0311999 | Time: 2217.26 ms [2021-11-28 13:19:20 main:574] : INFO : Epoch 1978 | loss: 0.0311668 | val_loss: 0.031197 | Time: 2228.17 ms [2021-11-28 13:19:23 main:574] : INFO : Epoch 1979 | loss: 0.0311683 | val_loss: 0.031207 | Time: 2206.86 ms [2021-11-28 13:19:25 main:574] : INFO : Epoch 1980 | loss: 0.0311678 | val_loss: 0.0311958 | Time: 2217.61 ms [2021-11-28 13:19:27 main:574] : INFO : Epoch 1981 | loss: 0.0311653 | val_loss: 0.0311935 | Time: 2222.65 ms [2021-11-28 13:19:29 main:574] : INFO : Epoch 1982 | loss: 0.0311678 | val_loss: 0.0311947 | Time: 2226.94 ms [2021-11-28 13:19:31 main:574] : INFO : Epoch 1983 | loss: 0.0311721 | val_loss: 0.0312067 | Time: 2225.34 ms [2021-11-28 13:19:34 main:574] : INFO : Epoch 1984 | loss: 0.031174 | val_loss: 0.0312008 | Time: 2233.35 ms [2021-11-28 13:19:36 main:574] : INFO : Epoch 1985 | loss: 0.0311691 | val_loss: 0.0311972 | Time: 2255.01 ms [2021-11-28 13:19:38 main:574] : INFO : Epoch 1986 | loss: 0.0311707 | val_loss: 0.0311984 | Time: 2234.73 ms [2021-11-28 13:19:40 main:574] : INFO : Epoch 1987 | loss: 0.0311749 | val_loss: 0.0311936 | Time: 2222.78 ms [2021-11-28 13:19:43 main:574] : INFO : Epoch 1988 | loss: 0.0311717 | val_loss: 0.031195 | Time: 2255.07 ms [2021-11-28 13:19:45 main:574] : INFO : Epoch 1989 | loss: 0.0311701 | val_loss: 0.0311987 | Time: 2219.59 ms [2021-11-28 13:19:47 main:574] : INFO : Epoch 1990 | loss: 0.0311676 | val_loss: 0.031197 | Time: 2236.16 ms [2021-11-28 13:19:49 main:574] : INFO : Epoch 1991 | loss: 0.0311685 | val_loss: 0.0312105 | Time: 2225.25 ms [2021-11-28 13:19:52 main:574] : INFO : Epoch 1992 | loss: 0.0311747 | val_loss: 0.0312043 | Time: 2238.55 ms [2021-11-28 13:19:54 main:574] : INFO : Epoch 1993 | loss: 0.0311732 | val_loss: 0.0312031 | Time: 2252.04 ms [2021-11-28 13:19:56 main:574] : INFO : Epoch 1994 | loss: 0.0311678 | val_loss: 0.0311981 | Time: 2188.74 ms [2021-11-28 13:19:58 main:574] : INFO : Epoch 1995 | loss: 0.031165 | val_loss: 0.0311965 | Time: 2242.89 ms [2021-11-28 13:20:00 main:574] : INFO : Epoch 1996 | loss: 0.0311677 | val_loss: 0.0311972 | Time: 2226.63 ms [2021-11-28 13:20:03 main:574] : INFO : Epoch 1997 | loss: 0.0311693 | val_loss: 0.0311963 | Time: 2224.99 ms [2021-11-28 13:20:05 main:574] : INFO : Epoch 1998 | loss: 0.0311674 | val_loss: 0.0312008 | Time: 2242.2 ms [2021-11-28 13:20:07 main:574] : INFO : Epoch 1999 | loss: 0.0311666 | val_loss: 0.031198 | Time: 2223.24 ms [2021-11-28 13:20:09 main:574] : INFO : Epoch 2000 | loss: 0.0311685 | val_loss: 0.0311952 | Time: 2250.59 ms [2021-11-28 13:20:12 main:574] : INFO : Epoch 2001 | loss: 0.0311676 | val_loss: 0.031196 | Time: 2238.84 ms [2021-11-28 13:20:14 main:574] : INFO : Epoch 2002 | loss: 0.0311678 | val_loss: 0.0311983 | Time: 2236.32 ms [2021-11-28 13:20:16 main:574] : INFO : Epoch 2003 | loss: 0.0311665 | val_loss: 0.0311987 | Time: 2228.9 ms [2021-11-28 13:20:18 main:574] : INFO : Epoch 2004 | loss: 0.0311655 | val_loss: 0.0312013 | Time: 2224.74 ms [2021-11-28 13:20:21 main:574] : INFO : Epoch 2005 | loss: 0.0311657 | val_loss: 0.0311972 | Time: 2224.74 ms [2021-11-28 13:20:23 main:574] : INFO : Epoch 2006 | loss: 0.0311675 | val_loss: 0.0311954 | Time: 2228.58 ms [2021-11-28 13:20:25 main:574] : INFO : Epoch 2007 | loss: 0.0311642 | val_loss: 0.0311963 | Time: 2225.07 ms [2021-11-28 13:20:27 main:574] : INFO : Epoch 2008 | loss: 0.0311647 | val_loss: 0.0311994 | Time: 2252.19 ms [2021-11-28 13:20:30 main:574] : INFO : Epoch 2009 | loss: 0.0311709 | val_loss: 0.0312126 | Time: 2243.97 ms [2021-11-28 13:20:32 main:574] : INFO : Epoch 2010 | loss: 0.0311755 | val_loss: 0.0312037 | Time: 2220 ms [2021-11-28 13:20:34 main:574] : INFO : Epoch 2011 | loss: 0.0311637 | val_loss: 0.0311978 | Time: 2208.84 ms [2021-11-28 13:20:36 main:574] : INFO : Epoch 2012 | loss: 0.0311629 | val_loss: 0.0312005 | Time: 2228.74 ms [2021-11-28 13:20:38 main:574] : INFO : Epoch 2013 | loss: 0.0311635 | val_loss: 0.0311981 | Time: 2195.57 ms [2021-11-28 13:20:41 main:574] : INFO : Epoch 2014 | loss: 0.031166 | val_loss: 0.0311957 | Time: 2212.57 ms [2021-11-28 13:20:43 main:574] : INFO : Epoch 2015 | loss: 0.0311709 | val_loss: 0.0311984 | Time: 2214.67 ms [2021-11-28 13:20:45 main:574] : INFO : Epoch 2016 | loss: 0.031171 | val_loss: 0.031199 | Time: 2192.02 ms [2021-11-28 13:20:47 main:574] : INFO : Epoch 2017 | loss: 0.0311751 | val_loss: 0.0312021 | Time: 2236.56 ms [2021-11-28 13:20:50 main:574] : INFO : Epoch 2018 | loss: 0.0311717 | val_loss: 0.0312024 | Time: 2211.27 ms [2021-11-28 13:20:52 main:574] : INFO : Epoch 2019 | loss: 0.0311684 | val_loss: 0.0311998 | Time: 2231.61 ms [2021-11-28 13:20:54 main:574] : INFO : Epoch 2020 | loss: 0.031168 | val_loss: 0.0312 | Time: 2244.68 ms [2021-11-28 13:20:56 main:574] : INFO : Epoch 2021 | loss: 0.0311676 | val_loss: 0.0311945 | Time: 2243.66 ms [2021-11-28 13:20:59 main:574] : INFO : Epoch 2022 | loss: 0.031165 | val_loss: 0.0311989 | Time: 2249.74 ms [2021-11-28 13:21:01 main:574] : INFO : Epoch 2023 | loss: 0.031166 | val_loss: 0.0312046 | Time: 2198.67 ms [2021-11-28 13:21:03 main:574] : INFO : Epoch 2024 | loss: 0.0311666 | val_loss: 0.0311996 | Time: 2241.65 ms [2021-11-28 13:21:05 main:574] : INFO : Epoch 2025 | loss: 0.0311652 | val_loss: 0.0311955 | Time: 2206.33 ms [2021-11-28 13:21:07 main:574] : INFO : Epoch 2026 | loss: 0.0311659 | val_loss: 0.0311981 | Time: 2243.65 ms [2021-11-28 13:21:10 main:574] : INFO : Epoch 2027 | loss: 0.0311641 | val_loss: 0.0311984 | Time: 2223.99 ms [2021-11-28 13:21:12 main:574] : INFO : Epoch 2028 | loss: 0.0311672 | val_loss: 0.0312093 | Time: 2248.88 ms [2021-11-28 13:21:14 main:574] : INFO : Epoch 2029 | loss: 0.0311645 | val_loss: 0.031199 | Time: 2226.21 ms [2021-11-28 13:21:16 main:574] : INFO : Epoch 2030 | loss: 0.0311678 | val_loss: 0.0311956 | Time: 2227.17 ms [2021-11-28 13:21:19 main:574] : INFO : Epoch 2031 | loss: 0.0311705 | val_loss: 0.0312052 | Time: 2212.56 ms [2021-11-28 13:21:21 main:574] : INFO : Epoch 2032 | loss: 0.0311679 | val_loss: 0.031204 | Time: 2248.25 ms [2021-11-28 13:21:23 main:574] : INFO : Epoch 2033 | loss: 0.0311647 | val_loss: 0.0311972 | Time: 2225.17 ms [2021-11-28 13:21:25 main:574] : INFO : Epoch 2034 | loss: 0.0311658 | val_loss: 0.0311954 | Time: 2210.36 ms [2021-11-28 13:21:28 main:574] : INFO : Epoch 2035 | loss: 0.0311661 | val_loss: 0.0312033 | Time: 2245.49 ms [2021-11-28 13:21:30 main:574] : INFO : Epoch 2036 | loss: 0.031169 | val_loss: 0.0311971 | Time: 2237.73 ms [2021-11-28 13:21:32 main:574] : INFO : Epoch 2037 | loss: 0.0311906 | val_loss: 0.0311972 | Time: 2230.43 ms [2021-11-28 13:21:34 main:574] : INFO : Epoch 2038 | loss: 0.0311923 | val_loss: 0.0311946 | Time: 2221.25 ms [2021-11-28 13:21:36 main:574] : INFO : Epoch 2039 | loss: 0.0311846 | val_loss: 0.0311935 | Time: 2242.43 ms [2021-11-28 13:21:39 main:574] : INFO : Epoch 2040 | loss: 0.0311814 | val_loss: 0.0311946 | Time: 2224.56 ms [2021-11-28 13:21:41 main:574] : INFO : Epoch 2041 | loss: 0.0311801 | val_loss: 0.0311935 | Time: 2221.85 ms [2021-11-28 13:21:43 main:574] : INFO : Epoch 2042 | loss: 0.0311804 | val_loss: 0.0311958 | Time: 2238.18 ms [2021-11-28 13:21:45 main:574] : INFO : Epoch 2043 | loss: 0.0311787 | val_loss: 0.0311925 | Time: 2221.13 ms [2021-11-28 13:21:48 main:574] : INFO : Epoch 2044 | loss: 0.0311822 | val_loss: 0.0311926 | Time: 2228.6 ms [2021-11-28 13:21:50 main:574] : INFO : Epoch 2045 | loss: 0.0311809 | val_loss: 0.031194 | Time: 2220.01 ms [2021-11-28 13:21:52 main:574] : INFO : Epoch 2046 | loss: 0.0311796 | val_loss: 0.031195 | Time: 2223.23 ms [2021-11-28 13:21:54 main:574] : INFO : Epoch 2047 | loss: 0.0311784 | val_loss: 0.0311932 | Time: 2231.23 ms [2021-11-28 13:21:57 main:574] : INFO : Epoch 2048 | loss: 0.0311762 | val_loss: 0.0311937 | Time: 2217.02 ms [2021-11-28 13:21:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311937 [2021-11-28 13:21:57 main:603] : INFO : Saving end state to config to file [2021-11-28 13:21:57 main:608] : INFO : Success, exiting.. 13:21:57 (12944): 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)