Task 14595239
| Name | ParityModified-1647043342-15666-3-0_0 |
| Workunit | 11617455 |
| Created | 10 Apr 2022, 10:02:17 UTC |
| Sent | 10 Apr 2022, 20:21:14 UTC |
| Report deadline | 18 Apr 2022, 20:21:14 UTC |
| Received | 11 Apr 2022, 12:06:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 17 min 27 sec |
| CPU time | 1 hours 16 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :20 main:574] : INFO : Epoch 1542 | loss: 0.0311826 | val_loss: 0.0311922 | Time: 2266.18 ms [2022-04-11 06:47:22 main:574] : INFO : Epoch 1543 | loss: 0.0311806 | val_loss: 0.0311903 | Time: 2337.55 ms [2022-04-11 06:47:25 main:574] : INFO : Epoch 1544 | loss: 0.0311797 | val_loss: 0.0311904 | Time: 2344.6 ms [2022-04-11 06:47:27 main:574] : INFO : Epoch 1545 | loss: 0.0311789 | val_loss: 0.0311927 | Time: 2208.28 ms [2022-04-11 06:47:29 main:574] : INFO : Epoch 1546 | loss: 0.0311826 | val_loss: 0.0311922 | Time: 2187.84 ms [2022-04-11 06:47:31 main:574] : INFO : Epoch 1547 | loss: 0.0311807 | val_loss: 0.0311955 | Time: 2221.72 ms [2022-04-11 06:47:34 main:574] : INFO : Epoch 1548 | loss: 0.0311813 | val_loss: 0.031194 | Time: 2309.79 ms [2022-04-11 06:47:36 main:574] : INFO : Epoch 1549 | loss: 0.031179 | val_loss: 0.0311896 | Time: 2205.38 ms [2022-04-11 06:47:38 main:574] : INFO : Epoch 1550 | loss: 0.0311777 | val_loss: 0.0311896 | Time: 2218.42 ms [2022-04-11 06:47:40 main:574] : INFO : Epoch 1551 | loss: 0.0311775 | val_loss: 0.0311901 | Time: 2156.2 ms [2022-04-11 06:47:43 main:574] : INFO : Epoch 1552 | loss: 0.0311785 | val_loss: 0.0311921 | Time: 2270.08 ms [2022-04-11 06:47:45 main:574] : INFO : Epoch 1553 | loss: 0.031178 | val_loss: 0.0311905 | Time: 2196.1 ms [2022-04-11 06:47:47 main:574] : INFO : Epoch 1554 | loss: 0.0311779 | val_loss: 0.0311908 | Time: 2282.06 ms [2022-04-11 06:47:49 main:574] : INFO : Epoch 1555 | loss: 0.0311788 | val_loss: 0.0311911 | Time: 2300.88 ms [2022-04-11 06:47:52 main:574] : INFO : Epoch 1556 | loss: 0.0311863 | val_loss: 0.0311972 | Time: 2268.69 ms [2022-04-11 06:47:54 main:574] : INFO : Epoch 1557 | loss: 0.0311892 | val_loss: 0.0311952 | Time: 2146.4 ms [2022-04-11 06:47:56 main:574] : INFO : Epoch 1558 | loss: 0.0311856 | val_loss: 0.031193 | Time: 2261.84 ms [2022-04-11 06:47:58 main:574] : INFO : Epoch 1559 | loss: 0.0311866 | val_loss: 0.0311955 | Time: 2332.82 ms [2022-04-11 06:48:01 main:574] : INFO : Epoch 1560 | loss: 0.031185 | val_loss: 0.0311948 | Time: 2150.35 ms [2022-04-11 06:48:03 main:574] : INFO : Epoch 1561 | loss: 0.0311851 | val_loss: 0.0311967 | Time: 2250.54 ms [2022-04-11 06:48:05 main:574] : INFO : Epoch 1562 | loss: 0.0311861 | val_loss: 0.0311945 | Time: 2191.8 ms [2022-04-11 06:48:07 main:574] : INFO : Epoch 1563 | loss: 0.0311853 | val_loss: 0.0311942 | Time: 2256.78 ms [2022-04-11 06:48:10 main:574] : INFO : Epoch 1564 | loss: 0.0311842 | val_loss: 0.0311944 | Time: 2230.36 ms [2022-04-11 06:48:12 main:574] : INFO : Epoch 1565 | loss: 0.0311853 | val_loss: 0.0311931 | Time: 2203.34 ms [2022-04-11 06:48:14 main:574] : INFO : Epoch 1566 | loss: 0.0311835 | val_loss: 0.0311955 | Time: 2242.86 ms [2022-04-11 06:48:16 main:574] : INFO : Epoch 1567 | loss: 0.0311844 | val_loss: 0.0311998 | Time: 2272.36 ms [2022-04-11 06:48:18 main:574] : INFO : Epoch 1568 | loss: 0.0311878 | val_loss: 0.0311977 | Time: 2241.57 ms [2022-04-11 06:48:21 main:574] : INFO : Epoch 1569 | loss: 0.0311858 | val_loss: 0.0312 | Time: 2286.35 ms [2022-04-11 06:48:23 main:574] : INFO : Epoch 1570 | loss: 0.0311873 | val_loss: 0.0311917 | Time: 2184.27 ms [2022-04-11 06:48:25 main:574] : INFO : Epoch 1571 | loss: 0.0311849 | val_loss: 0.0311902 | Time: 2168.53 ms [2022-04-11 06:48:27 main:574] : INFO : Epoch 1572 | loss: 0.0311835 | val_loss: 0.0311921 | Time: 2318.21 ms [2022-04-11 06:48:30 main:574] : INFO : Epoch 1573 | loss: 0.0311834 | val_loss: 0.031193 | Time: 2206.87 ms [2022-04-11 06:48:32 main:574] : INFO : Epoch 1574 | loss: 0.0311826 | val_loss: 0.0311922 | Time: 2348.63 ms [2022-04-11 06:48:34 main:574] : INFO : Epoch 1575 | loss: 0.0311832 | val_loss: 0.0311977 | Time: 2270.02 ms [2022-04-11 06:48:36 main:574] : INFO : Epoch 1576 | loss: 0.031182 | val_loss: 0.0311914 | Time: 2179.4 ms [2022-04-11 06:48:39 main:574] : INFO : Epoch 1577 | loss: 0.0311792 | val_loss: 0.0311953 | Time: 2187.55 ms [2022-04-11 06:48:41 main:574] : INFO : Epoch 1578 | loss: 0.0311797 | val_loss: 0.0311941 | Time: 2276.92 ms [2022-04-11 06:48:43 main:574] : INFO : Epoch 1579 | loss: 0.0311793 | val_loss: 0.0311927 | Time: 2219.55 ms [2022-04-11 06:48:45 main:574] : INFO : Epoch 1580 | loss: 0.0311798 | val_loss: 0.0311923 | Time: 2278.39 ms [2022-04-11 06:48:48 main:574] : INFO : Epoch 1581 | loss: 0.03118 | val_loss: 0.0311924 | Time: 2391 ms [2022-04-11 06:48:50 main:574] : INFO : Epoch 1582 | loss: 0.0311786 | val_loss: 0.0311945 | Time: 2289.32 ms [2022-04-11 06:48:52 main:574] : INFO : Epoch 1583 | loss: 0.0311804 | val_loss: 0.0311931 | Time: 2231.17 ms [2022-04-11 06:48:55 main:574] : INFO : Epoch 1584 | loss: 0.0311805 | val_loss: 0.0311937 | Time: 2277.69 ms [2022-04-11 06:48:57 main:574] : INFO : Epoch 1585 | loss: 0.0311814 | val_loss: 0.0312014 | Time: 2202.45 ms [2022-04-11 06:48:59 main:574] : INFO : Epoch 1586 | loss: 0.0311878 | val_loss: 0.031199 | Time: 2232.53 ms [2022-04-11 06:49:01 main:574] : INFO : Epoch 1587 | loss: 0.0311845 | val_loss: 0.0311946 | Time: 2269 ms [2022-04-11 06:49:04 main:574] : INFO : Epoch 1588 | loss: 0.0311834 | val_loss: 0.0311936 | Time: 2297.15 ms [2022-04-11 06:49:06 main:574] : INFO : Epoch 1589 | loss: 0.0311821 | val_loss: 0.031193 | Time: 2192.5 ms [2022-04-11 06:49:08 main:574] : INFO : Epoch 1590 | loss: 0.0311848 | val_loss: 0.0311918 | Time: 2195.4 ms [2022-04-11 06:49:10 main:574] : INFO : Epoch 1591 | loss: 0.0311836 | val_loss: 0.0311899 | Time: 2386.97 ms [2022-04-11 06:49:13 main:574] : INFO : Epoch 1592 | loss: 0.0311856 | val_loss: 0.0311941 | Time: 2257.77 ms [2022-04-11 06:49:15 main:574] : INFO : Epoch 1593 | loss: 0.0311886 | val_loss: 0.0312044 | Time: 2241 ms [2022-04-11 06:49:17 main:574] : INFO : Epoch 1594 | loss: 0.0311829 | val_loss: 0.0311902 | Time: 2410.52 ms [2022-04-11 06:49:20 main:574] : INFO : Epoch 1595 | loss: 0.0311808 | val_loss: 0.031193 | Time: 2417.32 ms [2022-04-11 06:49:22 main:574] : INFO : Epoch 1596 | loss: 0.0311833 | val_loss: 0.0311944 | Time: 2475.03 ms [2022-04-11 06:49:25 main:574] : INFO : Epoch 1597 | loss: 0.031183 | val_loss: 0.0312002 | Time: 2454.7 ms [2022-04-11 06:49:27 main:574] : INFO : Epoch 1598 | loss: 0.0311833 | val_loss: 0.031194 | Time: 2711.79 ms [2022-04-11 06:49:30 main:574] : INFO : Epoch 1599 | loss: 0.0311827 | val_loss: 0.0311946 | Time: 2439.22 ms [2022-04-11 06:49:32 main:574] : INFO : Epoch 1600 | loss: 0.0311822 | val_loss: 0.0311917 | Time: 2555.59 ms [2022-04-11 06:49:35 main:574] : INFO : Epoch 1601 | loss: 0.0311837 | val_loss: 0.0311928 | Time: 2418.23 ms [2022-04-11 06:49:37 main:574] : INFO : Epoch 1602 | loss: 0.0311815 | val_loss: 0.0311917 | Time: 2424 ms [2022-04-11 06:49:40 main:574] : INFO : Epoch 1603 | loss: 0.0311821 | val_loss: 0.0311939 | Time: 2408.1 ms [2022-04-11 06:49:42 main:574] : INFO : Epoch 1604 | loss: 0.03118 | val_loss: 0.0311935 | Time: 2237.55 ms [2022-04-11 06:49:44 main:574] : INFO : Epoch 1605 | loss: 0.0311781 | val_loss: 0.0311932 | Time: 2201.24 ms [2022-04-11 06:49:46 main:574] : INFO : Epoch 1606 | loss: 0.0311788 | val_loss: 0.0311965 | Time: 2181.1 ms [2022-04-11 06:49:49 main:574] : INFO : Epoch 1607 | loss: 0.0311793 | val_loss: 0.0311925 | Time: 2310.49 ms [2022-04-11 06:49:51 main:574] : INFO : Epoch 1608 | loss: 0.0311788 | val_loss: 0.0311929 | Time: 2348.81 ms [2022-04-11 06:49:53 main:574] : INFO : Epoch 1609 | loss: 0.0311771 | val_loss: 0.0311918 | Time: 2329.09 ms [2022-04-11 06:49:56 main:574] : INFO : Epoch 1610 | loss: 0.0311783 | val_loss: 0.0311975 | Time: 2266.61 ms [2022-04-11 06:49:58 main:574] : INFO : Epoch 1611 | loss: 0.0311796 | val_loss: 0.0311919 | Time: 2281.11 ms [2022-04-11 06:50:00 main:574] : INFO : Epoch 1612 | loss: 0.0311764 | val_loss: 0.0311911 | Time: 2149.27 ms [2022-04-11 06:50:03 main:574] : INFO : Epoch 1613 | loss: 0.0311762 | val_loss: 0.0311913 | Time: 2409.68 ms [2022-04-11 06:50:05 main:574] : INFO : Epoch 1614 | loss: 0.031176 | val_loss: 0.0311907 | Time: 2396.06 ms [2022-04-11 06:50:07 main:574] : INFO : Epoch 1615 | loss: 0.0311758 | val_loss: 0.0311921 | Time: 2113.88 ms [2022-04-11 06:50:09 main:574] : INFO : Epoch 1616 | loss: 0.0311755 | val_loss: 0.0311914 | Time: 2229.15 ms [2022-04-11 06:50:11 main:574] : INFO : Epoch 1617 | loss: 0.031176 | val_loss: 0.0311933 | Time: 2166.97 ms [2022-04-11 06:50:14 main:574] : INFO : Epoch 1618 | loss: 0.0311783 | val_loss: 0.0311928 | Time: 2216.43 ms [2022-04-11 06:50:16 main:574] : INFO : Epoch 1619 | loss: 0.0311771 | val_loss: 0.0311934 | Time: 2269.4 ms [2022-04-11 06:50:18 main:574] : INFO : Epoch 1620 | loss: 0.0311778 | val_loss: 0.0311914 | Time: 2307.53 ms [2022-04-11 06:50:20 main:574] : INFO : Epoch 1621 | loss: 0.0311773 | val_loss: 0.0311919 | Time: 2170.54 ms [2022-04-11 06:50:23 main:574] : INFO : Epoch 1622 | loss: 0.031177 | val_loss: 0.0311912 | Time: 2251.45 ms [2022-04-11 06:50:25 main:574] : INFO : Epoch 1623 | loss: 0.0311751 | val_loss: 0.0311922 | Time: 2246.42 ms [2022-04-11 06:50:27 main:574] : INFO : Epoch 1624 | loss: 0.0311808 | val_loss: 0.0311936 | Time: 2270.58 ms [2022-04-11 06:50:30 main:574] : INFO : Epoch 1625 | loss: 0.0311962 | val_loss: 0.0312011 | Time: 2301.88 ms [2022-04-11 06:50:32 main:574] : INFO : Epoch 1626 | loss: 0.0311993 | val_loss: 0.0312004 | Time: 2161.41 ms [2022-04-11 06:50:34 main:574] : INFO : Epoch 1627 | loss: 0.0311964 | val_loss: 0.0311985 | Time: 2214.11 ms [2022-04-11 06:50:36 main:574] : INFO : Epoch 1628 | loss: 0.031198 | val_loss: 0.031198 | Time: 2148.66 ms [2022-04-11 06:50:38 main:574] : INFO : Epoch 1629 | loss: 0.0311982 | val_loss: 0.0312132 | Time: 2309.48 ms [2022-04-11 06:50:41 main:574] : INFO : Epoch 1630 | loss: 0.0311926 | val_loss: 0.0311981 | Time: 2274.35 ms [2022-04-11 06:50:43 main:574] : INFO : Epoch 1631 | loss: 0.0311926 | val_loss: 0.031203 | Time: 2226.97 ms [2022-04-11 06:50:45 main:574] : INFO : Epoch 1632 | loss: 0.0311944 | val_loss: 0.0311965 | Time: 2223.81 ms [2022-04-11 06:50:47 main:574] : INFO : Epoch 1633 | loss: 0.0311905 | val_loss: 0.0311939 | Time: 2272.29 ms [2022-04-11 06:50:50 main:574] : INFO : Epoch 1634 | loss: 0.0311921 | val_loss: 0.0312018 | Time: 2246.41 ms [2022-04-11 06:50:52 main:574] : INFO : Epoch 1635 | loss: 0.0311892 | val_loss: 0.0311951 | Time: 2328.79 ms [2022-04-11 06:50:54 main:574] : INFO : Epoch 1636 | loss: 0.0311889 | val_loss: 0.0311958 | Time: 2239.58 ms [2022-04-11 06:50:57 main:574] : INFO : Epoch 1637 | loss: 0.0311868 | val_loss: 0.0311944 | Time: 2400.34 ms [2022-04-11 06:50:59 main:574] : INFO : Epoch 1638 | loss: 0.0311863 | val_loss: 0.0311934 | Time: 2287.94 ms [2022-04-11 06:51:01 main:574] : INFO : Epoch 1639 | loss: 0.0311844 | val_loss: 0.0311939 | Time: 2321.52 ms [2022-04-11 06:51:03 main:574] : INFO : Epoch 1640 | loss: 0.0311847 | val_loss: 0.0311944 | Time: 2221.23 ms [2022-04-11 06:51:06 main:574] : INFO : Epoch 1641 | loss: 0.0311854 | val_loss: 0.0311925 | Time: 2348.74 ms [2022-04-11 06:51:08 main:574] : INFO : Epoch 1642 | loss: 0.0311881 | val_loss: 0.031193 | Time: 2123.31 ms [2022-04-11 06:51:10 main:574] : INFO : Epoch 1643 | loss: 0.0311856 | val_loss: 0.0311968 | Time: 2358.03 ms [2022-04-11 06:51:12 main:574] : INFO : Epoch 1644 | loss: 0.0311883 | val_loss: 0.0311929 | Time: 2167.09 ms [2022-04-11 06:51:15 main:574] : INFO : Epoch 1645 | loss: 0.0311853 | val_loss: 0.0311924 | Time: 2261.24 ms [2022-04-11 06:51:17 main:574] : INFO : Epoch 1646 | loss: 0.0311829 | val_loss: 0.0311945 | Time: 2316.22 ms [2022-04-11 06:51:19 main:574] : INFO : Epoch 1647 | loss: 0.031184 | val_loss: 0.0311957 | Time: 2319.97 ms [2022-04-11 06:51:22 main:574] : INFO : Epoch 1648 | loss: 0.0311841 | val_loss: 0.0311946 | Time: 2204.04 ms [2022-04-11 06:51:24 main:574] : INFO : Epoch 1649 | loss: 0.0311858 | val_loss: 0.0311968 | Time: 2417.01 ms [2022-04-11 06:51:26 main:574] : INFO : Epoch 1650 | loss: 0.0311852 | val_loss: 0.0311927 | Time: 2250.95 ms [2022-04-11 06:51:29 main:574] : INFO : Epoch 1651 | loss: 0.031184 | val_loss: 0.0311957 | Time: 2282.94 ms [2022-04-11 06:51:31 main:574] : INFO : Epoch 1652 | loss: 0.031186 | val_loss: 0.0311927 | Time: 2231.89 ms [2022-04-11 06:51:33 main:574] : INFO : Epoch 1653 | loss: 0.0311857 | val_loss: 0.0311947 | Time: 2250.84 ms [2022-04-11 06:51:35 main:574] : INFO : Epoch 1654 | loss: 0.0311866 | val_loss: 0.031194 | Time: 2248.87 ms [2022-04-11 06:51:38 main:574] : INFO : Epoch 1655 | loss: 0.0311912 | val_loss: 0.0311961 | Time: 2281.55 ms [2022-04-11 06:51:40 main:574] : INFO : Epoch 1656 | loss: 0.0311902 | val_loss: 0.0312002 | Time: 2273.58 ms [2022-04-11 06:51:42 main:574] : INFO : Epoch 1657 | loss: 0.031188 | val_loss: 0.0311951 | Time: 2278.52 ms [2022-04-11 06:51:44 main:574] : INFO : Epoch 1658 | loss: 0.0311872 | val_loss: 0.0311959 | Time: 2205.92 ms [2022-04-11 06:51:47 main:574] : INFO : Epoch 1659 | loss: 0.0311883 | val_loss: 0.0311943 | Time: 2276.98 ms [2022-04-11 06:51:49 main:574] : INFO : Epoch 1660 | loss: 0.0311876 | val_loss: 0.0311932 | Time: 2176.16 ms [2022-04-11 06:51:51 main:574] : INFO : Epoch 1661 | loss: 0.0311857 | val_loss: 0.0311934 | Time: 2252.94 ms [2022-04-11 06:51:53 main:574] : INFO : Epoch 1662 | loss: 0.0311979 | val_loss: 0.031197 | Time: 2115.46 ms [2022-04-11 06:51:56 main:574] : INFO : Epoch 1663 | loss: 0.0311969 | val_loss: 0.0311937 | Time: 2296.56 ms [2022-04-11 06:51:58 main:574] : INFO : Epoch 1664 | loss: 0.0311941 | val_loss: 0.0311934 | Time: 2221.56 ms [2022-04-11 06:52:00 main:574] : INFO : Epoch 1665 | loss: 0.0311935 | val_loss: 0.0311935 | Time: 2268.18 ms [2022-04-11 06:52:02 main:574] : INFO : Epoch 1666 | loss: 0.0311922 | val_loss: 0.0311952 | Time: 2230.44 ms [2022-04-11 06:52:04 main:574] : INFO : Epoch 1667 | loss: 0.0311924 | val_loss: 0.0311936 | Time: 2195.85 ms [2022-04-11 06:52:07 main:574] : INFO : Epoch 1668 | loss: 0.03119 | val_loss: 0.0311922 | Time: 2224.74 ms [2022-04-11 06:52:09 main:574] : INFO : Epoch 1669 | loss: 0.031191 | val_loss: 0.0311939 | Time: 2207.1 ms [2022-04-11 06:52:11 main:574] : INFO : Epoch 1670 | loss: 0.0311929 | val_loss: 0.031199 | Time: 2192.95 ms [2022-04-11 06:52:13 main:574] : INFO : Epoch 1671 | loss: 0.0311955 | val_loss: 0.0311968 | Time: 2305.35 ms [2022-04-11 06:52:16 main:574] : INFO : Epoch 1672 | loss: 0.031192 | val_loss: 0.0311905 | Time: 2226.97 ms [2022-04-11 06:52:18 main:574] : INFO : Epoch 1673 | loss: 0.0311936 | val_loss: 0.0311944 | Time: 2228.42 ms [2022-04-11 06:52:20 main:574] : INFO : Epoch 1674 | loss: 0.0311891 | val_loss: 0.0311903 | Time: 2255.62 ms [2022-04-11 06:52:22 main:574] : INFO : Epoch 1675 | loss: 0.0311886 | val_loss: 0.0311956 | Time: 2288.47 ms [2022-04-11 06:52:25 main:574] : INFO : Epoch 1676 | loss: 0.031191 | val_loss: 0.0311905 | Time: 2301.64 ms [2022-04-11 06:52:27 main:574] : INFO : Epoch 1677 | loss: 0.0311869 | val_loss: 0.031193 | Time: 2350.98 ms [2022-04-11 06:52:29 main:574] : INFO : Epoch 1678 | loss: 0.0311867 | val_loss: 0.0311915 | Time: 2237.3 ms [2022-04-11 06:52:32 main:574] : INFO : Epoch 1679 | loss: 0.0311845 | val_loss: 0.0311884 | Time: 2327.7 ms [2022-04-11 06:52:34 main:574] : INFO : Epoch 1680 | loss: 0.0311851 | val_loss: 0.0311891 | Time: 2183.42 ms [2022-04-11 06:52:36 main:574] : INFO : Epoch 1681 | loss: 0.0311858 | val_loss: 0.0311941 | Time: 2347.03 ms [2022-04-11 06:52:39 main:574] : INFO : Epoch 1682 | loss: 0.0311863 | val_loss: 0.0311971 | Time: 2343 ms [2022-04-11 06:52:41 main:574] : INFO : Epoch 1683 | loss: 0.0311847 | val_loss: 0.0311919 | Time: 2302.2 ms [2022-04-11 06:52:43 main:574] : INFO : Epoch 1684 | loss: 0.0311845 | val_loss: 0.0311917 | Time: 2295.19 ms [2022-04-11 06:52:46 main:574] : INFO : Epoch 1685 | loss: 0.0311835 | val_loss: 0.0311892 | Time: 2506.94 ms [2022-04-11 06:52:48 main:574] : INFO : Epoch 1686 | loss: 0.0311826 | val_loss: 0.0311897 | Time: 2248 ms [2022-04-11 06:52:50 main:574] : INFO : Epoch 1687 | loss: 0.0311834 | val_loss: 0.0311882 | Time: 2282.93 ms [2022-04-11 06:52:53 main:574] : INFO : Epoch 1688 | loss: 0.0311829 | val_loss: 0.0311881 | Time: 2539.47 ms [2022-04-11 06:52:55 main:574] : INFO : Epoch 1689 | loss: 0.0311834 | val_loss: 0.0311912 | Time: 2261.41 ms [2022-04-11 06:52:57 main:574] : INFO : Epoch 1690 | loss: 0.0311837 | val_loss: 0.0311895 | Time: 2247.61 ms [2022-04-11 06:52:59 main:574] : INFO : Epoch 1691 | loss: 0.031183 | val_loss: 0.0311902 | Time: 2097.23 ms [2022-04-11 06:53:02 main:574] : INFO : Epoch 1692 | loss: 0.0311816 | val_loss: 0.0311878 | Time: 2159.99 ms [2022-04-11 06:53:04 main:574] : INFO : Epoch 1693 | loss: 0.0311828 | val_loss: 0.0311921 | Time: 2406.93 ms [2022-04-11 06:53:06 main:574] : INFO : Epoch 1694 | loss: 0.0311835 | val_loss: 0.0311911 | Time: 2163.35 ms [2022-04-11 06:53:08 main:574] : INFO : Epoch 1695 | loss: 0.0311847 | val_loss: 0.0311908 | Time: 2293.15 ms [2022-04-11 06:53:11 main:574] : INFO : Epoch 1696 | loss: 0.0311806 | val_loss: 0.0311882 | Time: 2275.27 ms [2022-04-11 06:53:13 main:574] : INFO : Epoch 1697 | loss: 0.0311821 | val_loss: 0.0311883 | Time: 2133.42 ms [2022-04-11 06:53:15 main:574] : INFO : Epoch 1698 | loss: 0.0311826 | val_loss: 0.0311882 | Time: 2160.13 ms [2022-04-11 06:53:17 main:574] : INFO : Epoch 1699 | loss: 0.0311789 | val_loss: 0.0311881 | Time: 2149.33 ms [2022-04-11 06:53:19 main:574] : INFO : Epoch 1700 | loss: 0.0311795 | val_loss: 0.0311877 | Time: 2178.74 ms [2022-04-11 06:53:22 main:574] : INFO : Epoch 1701 | loss: 0.0311804 | val_loss: 0.0311964 | Time: 2297.22 ms [2022-04-11 06:53:24 main:574] : INFO : Epoch 1702 | loss: 0.0311829 | val_loss: 0.0311913 | Time: 2175.56 ms [2022-04-11 06:53:26 main:574] : INFO : Epoch 1703 | loss: 0.0311849 | val_loss: 0.0311951 | Time: 2191.52 ms [2022-04-11 06:53:28 main:574] : INFO : Epoch 1704 | loss: 0.0311811 | val_loss: 0.0311915 | Time: 2228.7 ms [2022-04-11 06:53:30 main:574] : INFO : Epoch 1705 | loss: 0.0311793 | val_loss: 0.0311895 | Time: 2169 ms [2022-04-11 06:53:33 main:574] : INFO : Epoch 1706 | loss: 0.0311799 | val_loss: 0.031189 | Time: 2370.03 ms [2022-04-11 06:53:35 main:574] : INFO : Epoch 1707 | loss: 0.0311787 | val_loss: 0.0311891 | Time: 2191.06 ms [2022-04-11 06:53:37 main:574] : INFO : Epoch 1708 | loss: 0.0311794 | val_loss: 0.0311917 | Time: 2435.75 ms [2022-04-11 06:53:40 main:574] : INFO : Epoch 1709 | loss: 0.0311795 | val_loss: 0.0311889 | Time: 2291.84 ms [2022-04-11 06:53:42 main:574] : INFO : Epoch 1710 | loss: 0.0311784 | val_loss: 0.0311888 | Time: 2153.69 ms [2022-04-11 06:53:44 main:574] : INFO : Epoch 1711 | loss: 0.0311779 | val_loss: 0.031189 | Time: 2327.95 ms [2022-04-11 06:53:46 main:574] : INFO : Epoch 1712 | loss: 0.0311785 | val_loss: 0.0311916 | Time: 2155.41 ms [2022-04-11 06:53:49 main:574] : INFO : Epoch 1713 | loss: 0.0311815 | val_loss: 0.0311893 | Time: 2277.79 ms [2022-04-11 06:53:51 main:574] : INFO : Epoch 1714 | loss: 0.0311803 | val_loss: 0.0311877 | Time: 2212.13 ms [2022-04-11 06:53:53 main:574] : INFO : Epoch 1715 | loss: 0.031184 | val_loss: 0.031194 | Time: 2173.97 ms [2022-04-11 06:53:55 main:574] : INFO : Epoch 1716 | loss: 0.0311866 | val_loss: 0.0311939 | Time: 2225.27 ms [2022-04-11 06:53:58 main:574] : INFO : Epoch 1717 | loss: 0.0311862 | val_loss: 0.0311946 | Time: 2201.02 ms [2022-04-11 06:54:00 main:574] : INFO : Epoch 1718 | loss: 0.031184 | val_loss: 0.0311895 | Time: 2261.71 ms [2022-04-11 06:54:02 main:574] : INFO : Epoch 1719 | loss: 0.0311894 | val_loss: 0.0311964 | Time: 2239.84 ms [2022-04-11 06:54:04 main:574] : INFO : Epoch 1720 | loss: 0.031185 | val_loss: 0.0311917 | Time: 2169.17 ms [2022-04-11 06:54:07 main:574] : INFO : Epoch 1721 | loss: 0.0311847 | val_loss: 0.0311921 | Time: 2345.39 ms [2022-04-11 06:54:09 main:574] : INFO : Epoch 1722 | loss: 0.0311844 | val_loss: 0.0311928 | Time: 2290.1 ms [2022-04-11 06:54:11 main:574] : INFO : Epoch 1723 | loss: 0.0311824 | val_loss: 0.0311944 | Time: 2238.45 ms [2022-04-11 06:54:13 main:574] : INFO : Epoch 1724 | loss: 0.0311838 | val_loss: 0.031191 | Time: 2191.18 ms [2022-04-11 06:54:16 main:574] : INFO : Epoch 1725 | loss: 0.0311826 | val_loss: 0.0311922 | Time: 2245.01 ms [2022-04-11 06:54:18 main:574] : INFO : Epoch 1726 | loss: 0.0311824 | val_loss: 0.0311923 | Time: 2239.21 ms [2022-04-11 06:54:20 main:574] : INFO : Epoch 1727 | loss: 0.0311816 | val_loss: 0.0311925 | Time: 2238.08 ms [2022-04-11 06:54:22 main:574] : INFO : Epoch 1728 | loss: 0.031185 | val_loss: 0.0311911 | Time: 2150.34 ms [2022-04-11 06:54:24 main:574] : INFO : Epoch 1729 | loss: 0.0311817 | val_loss: 0.0311926 | Time: 2224.47 ms [2022-04-11 06:54:27 main:574] : INFO : Epoch 1730 | loss: 0.0311809 | val_loss: 0.0311915 | Time: 2169.38 ms [2022-04-11 06:54:29 main:574] : INFO : Epoch 1731 | loss: 0.0311821 | val_loss: 0.0311895 | Time: 2262.22 ms [2022-04-11 06:54:31 main:574] : INFO : Epoch 1732 | loss: 0.0311802 | val_loss: 0.0311902 | Time: 2275.29 ms [2022-04-11 06:54:33 main:574] : INFO : Epoch 1733 | loss: 0.0311795 | val_loss: 0.0311952 | Time: 2180.27 ms [2022-04-11 06:54:36 main:574] : INFO : Epoch 1734 | loss: 0.0311812 | val_loss: 0.0311906 | Time: 2234.01 ms [2022-04-11 06:54:38 main:574] : INFO : Epoch 1735 | loss: 0.031178 | val_loss: 0.0311891 | Time: 2294.99 ms [2022-04-11 06:54:40 main:574] : INFO : Epoch 1736 | loss: 0.0311794 | val_loss: 0.0311913 | Time: 2158.21 ms [2022-04-11 06:54:42 main:574] : INFO : Epoch 1737 | loss: 0.0311773 | val_loss: 0.0311888 | Time: 2299.94 ms [2022-04-11 06:54:45 main:574] : INFO : Epoch 1738 | loss: 0.0311777 | val_loss: 0.0311943 | Time: 2252.69 ms [2022-04-11 06:54:47 main:574] : INFO : Epoch 1739 | loss: 0.0311875 | val_loss: 0.0311963 | Time: 2264.35 ms [2022-04-11 06:54:49 main:574] : INFO : Epoch 1740 | loss: 0.0311915 | val_loss: 0.0311921 | Time: 2162.04 ms [2022-04-11 06:54:51 main:574] : INFO : Epoch 1741 | loss: 0.0311896 | val_loss: 0.0311914 | Time: 2407.75 ms [2022-04-11 06:54:54 main:574] : INFO : Epoch 1742 | loss: 0.0311902 | val_loss: 0.0311942 | Time: 2158.49 ms [2022-04-11 06:54:56 main:574] : INFO : Epoch 1743 | loss: 0.0311893 | val_loss: 0.0311917 | Time: 2223.03 ms [2022-04-11 06:54:58 main:574] : INFO : Epoch 1744 | loss: 0.0311881 | val_loss: 0.0311951 | Time: 2212.17 ms [2022-04-11 06:55:00 main:574] : INFO : Epoch 1745 | loss: 0.0311873 | val_loss: 0.0311921 | Time: 2224.05 ms [2022-04-11 06:55:02 main:574] : INFO : Epoch 1746 | loss: 0.0311866 | val_loss: 0.031195 | Time: 2184.52 ms [2022-04-11 06:55:05 main:574] : INFO : Epoch 1747 | loss: 0.0311899 | val_loss: 0.0311924 | Time: 2322.21 ms [2022-04-11 06:55:07 main:574] : INFO : Epoch 1748 | loss: 0.0311845 | val_loss: 0.0311897 | Time: 2102.52 ms [2022-04-11 06:55:09 main:574] : INFO : Epoch 1749 | loss: 0.0311854 | val_loss: 0.0311894 | Time: 2361.18 ms [2022-04-11 06:55:11 main:574] : INFO : Epoch 1750 | loss: 0.0311829 | val_loss: 0.0311915 | Time: 2238.47 ms [2022-04-11 06:55:14 main:574] : INFO : Epoch 1751 | loss: 0.0311843 | val_loss: 0.0311903 | Time: 2170.58 ms [2022-04-11 06:55:16 main:574] : INFO : Epoch 1752 | loss: 0.0311847 | val_loss: 0.03119 | Time: 2211.49 ms [2022-04-11 06:55:18 main:574] : INFO : Epoch 1753 | loss: 0.0311839 | val_loss: 0.0311989 | Time: 2160.72 ms [2022-04-11 06:55:20 main:574] : INFO : Epoch 1754 | loss: 0.0311849 | val_loss: 0.0311952 | Time: 2295.27 ms [2022-04-11 06:55:23 main:574] : INFO : Epoch 1755 | loss: 0.031185 | val_loss: 0.0311905 | Time: 2293.84 ms [2022-04-11 06:55:25 main:574] : INFO : Epoch 1756 | loss: 0.0311843 | val_loss: 0.0311942 | Time: 2284.2 ms [2022-04-11 06:55:27 main:574] : INFO : Epoch 1757 | loss: 0.0311822 | val_loss: 0.031195 | Time: 2128.27 ms [2022-04-11 06:55:29 main:574] : INFO : Epoch 1758 | loss: 0.0311815 | val_loss: 0.0311914 | Time: 2227.03 ms [2022-04-11 06:55:31 main:574] : INFO : Epoch 1759 | loss: 0.0311817 | val_loss: 0.0311885 | Time: 2169.54 ms [2022-04-11 06:55:34 main:574] : INFO : Epoch 1760 | loss: 0.0311818 | val_loss: 0.0311929 | Time: 2301.52 ms [2022-04-11 06:55:36 main:574] : INFO : Epoch 1761 | loss: 0.0311855 | val_loss: 0.0312015 | Time: 2235.65 ms [2022-04-11 06:55:38 main:574] : INFO : Epoch 1762 | loss: 0.0311892 | val_loss: 0.0311962 | Time: 2140.38 ms [2022-04-11 06:55:40 main:574] : INFO : Epoch 1763 | loss: 0.0311879 | val_loss: 0.0311946 | Time: 2182.53 ms [2022-04-11 06:55:43 main:574] : INFO : Epoch 1764 | loss: 0.0311927 | val_loss: 0.031197 | Time: 2223.67 ms [2022-04-11 06:55:45 main:574] : INFO : Epoch 1765 | loss: 0.0311941 | val_loss: 0.0312007 | Time: 2165.87 ms [2022-04-11 06:55:47 main:574] : INFO : Epoch 1766 | loss: 0.0311919 | val_loss: 0.0311953 | Time: 2177.34 ms [2022-04-11 06:55:49 main:574] : INFO : Epoch 1767 | loss: 0.0311896 | val_loss: 0.0311942 | Time: 2278.29 ms [2022-04-11 06:55:51 main:574] : INFO : Epoch 1768 | loss: 0.03119 | val_loss: 0.0311948 | Time: 2146.78 ms [2022-04-11 06:55:53 main:574] : INFO : Epoch 1769 | loss: 0.0311929 | val_loss: 0.0312068 | Time: 2125.23 ms [2022-04-11 06:55:56 main:574] : INFO : Epoch 1770 | loss: 0.0311964 | val_loss: 0.0312059 | Time: 2235.51 ms [2022-04-11 06:55:58 main:574] : INFO : Epoch 1771 | loss: 0.0311893 | val_loss: 0.0311957 | Time: 2272.32 ms [2022-04-11 06:56:00 main:574] : INFO : Epoch 1772 | loss: 0.0311872 | val_loss: 0.0311945 | Time: 2321.96 ms [2022-04-11 06:56:03 main:574] : INFO : Epoch 1773 | loss: 0.0311876 | val_loss: 0.0312003 | Time: 2218.83 ms [2022-04-11 06:56:05 main:574] : INFO : Epoch 1774 | loss: 0.0311868 | val_loss: 0.0311941 | Time: 2241.02 ms [2022-04-11 06:56:07 main:574] : INFO : Epoch 1775 | loss: 0.0311871 | val_loss: 0.0312013 | Time: 2247.05 ms [2022-04-11 06:56:09 main:574] : INFO : Epoch 1776 | loss: 0.0311899 | val_loss: 0.0311991 | Time: 2262.9 ms [2022-04-11 06:56:12 main:574] : INFO : Epoch 1777 | loss: 0.0311911 | val_loss: 0.0312095 | Time: 2229.65 ms [2022-04-11 06:56:14 main:574] : INFO : Epoch 1778 | loss: 0.031188 | val_loss: 0.0311932 | Time: 2228.29 ms [2022-04-11 06:56:16 main:574] : INFO : Epoch 1779 | loss: 0.0311841 | val_loss: 0.0311921 | Time: 2277.64 ms [2022-04-11 06:56:18 main:574] : INFO : Epoch 1780 | loss: 0.0311857 | val_loss: 0.0312032 | Time: 2308.59 ms [2022-04-11 06:56:21 main:574] : INFO : Epoch 1781 | loss: 0.0311869 | val_loss: 0.0311934 | Time: 2265.37 ms [2022-04-11 06:56:23 main:574] : INFO : Epoch 1782 | loss: 0.0311827 | val_loss: 0.0311926 | Time: 2217.11 ms [2022-04-11 06:56:25 main:574] : INFO : Epoch 1783 | loss: 0.0311827 | val_loss: 0.0311943 | Time: 2153.7 ms [2022-04-11 06:56:27 main:574] : INFO : Epoch 1784 | loss: 0.0311822 | val_loss: 0.0311935 | Time: 2214.45 ms [2022-04-11 06:56:29 main:574] : INFO : Epoch 1785 | loss: 0.0311823 | val_loss: 0.0311925 | Time: 2180.08 ms [2022-04-11 06:56:32 main:574] : INFO : Epoch 1786 | loss: 0.0311824 | val_loss: 0.0311927 | Time: 2178.12 ms [2022-04-11 06:56:34 main:574] : INFO : Epoch 1787 | loss: 0.031182 | val_loss: 0.031193 | Time: 2256.27 ms [2022-04-11 06:56:36 main:574] : INFO : Epoch 1788 | loss: 0.0311832 | val_loss: 0.0311945 | Time: 2251.46 ms [2022-04-11 06:56:38 main:574] : INFO : Epoch 1789 | loss: 0.0311857 | val_loss: 0.0311955 | Time: 2161.51 ms [2022-04-11 06:56:41 main:574] : INFO : Epoch 1790 | loss: 0.0311831 | val_loss: 0.0311994 | Time: 2321.18 ms [2022-04-11 06:56:43 main:574] : INFO : Epoch 1791 | loss: 0.0311833 | val_loss: 0.0311988 | Time: 2193.74 ms [2022-04-11 06:56:45 main:574] : INFO : Epoch 1792 | loss: 0.0311812 | val_loss: 0.0311948 | Time: 2257.1 ms [2022-04-11 06:56:47 main:574] : INFO : Epoch 1793 | loss: 0.031181 | val_loss: 0.0311938 | Time: 2296.65 ms [2022-04-11 06:56:50 main:574] : INFO : Epoch 1794 | loss: 0.0311805 | val_loss: 0.0311942 | Time: 2192.56 ms [2022-04-11 06:56:52 main:574] : INFO : Epoch 1795 | loss: 0.0311802 | val_loss: 0.0311972 | Time: 2236.77 ms [2022-04-11 06:56:54 main:574] : INFO : Epoch 1796 | loss: 0.0311844 | val_loss: 0.0311981 | Time: 2245.61 ms [2022-04-11 06:56:56 main:574] : INFO : Epoch 1797 | loss: 0.0311867 | val_loss: 0.0311977 | Time: 2284.04 ms [2022-04-11 06:56:59 main:574] : INFO : Epoch 1798 | loss: 0.0311861 | val_loss: 0.0312064 | Time: 2138.71 ms [2022-04-11 06:57:01 main:574] : INFO : Epoch 1799 | loss: 0.0311905 | val_loss: 0.0311973 | Time: 2267.75 ms [2022-04-11 06:57:03 main:574] : INFO : Epoch 1800 | loss: 0.0311863 | val_loss: 0.0312019 | Time: 2298.09 ms [2022-04-11 06:57:05 main:574] : INFO : Epoch 1801 | loss: 0.0311838 | val_loss: 0.0311961 | Time: 2274.42 ms [2022-04-11 06:57:08 main:574] : INFO : Epoch 1802 | loss: 0.0311854 | val_loss: 0.0311994 | Time: 2145.38 ms [2022-04-11 06:57:10 main:574] : INFO : Epoch 1803 | loss: 0.0311854 | val_loss: 0.0311932 | Time: 2299.15 ms [2022-04-11 06:57:12 main:574] : INFO : Epoch 1804 | loss: 0.0311875 | val_loss: 0.0311955 | Time: 2318.27 ms [2022-04-11 06:57:14 main:574] : INFO : Epoch 1805 | loss: 0.0311947 | val_loss: 0.0311987 | Time: 2253.52 ms [2022-04-11 06:57:17 main:574] : INFO : Epoch 1806 | loss: 0.0311914 | val_loss: 0.0311966 | Time: 2199.66 ms [2022-04-11 06:57:19 main:574] : INFO : Epoch 1807 | loss: 0.0311912 | val_loss: 0.0311987 | Time: 2263.02 ms [2022-04-11 06:57:21 main:574] : INFO : Epoch 1808 | loss: 0.0311907 | val_loss: 0.031198 | Time: 2170.23 ms [2022-04-11 06:57:23 main:574] : INFO : Epoch 1809 | loss: 0.0311887 | val_loss: 0.0311998 | Time: 2219.18 ms [2022-04-11 06:57:25 main:574] : INFO : Epoch 1810 | loss: 0.031187 | val_loss: 0.031195 | Time: 2140.16 ms [2022-04-11 06:57:28 main:574] : INFO : Epoch 1811 | loss: 0.0311868 | val_loss: 0.0311965 | Time: 2285.46 ms [2022-04-11 06:57:30 main:574] : INFO : Epoch 1812 | loss: 0.0311851 | val_loss: 0.0311937 | Time: 2127.42 ms [2022-04-11 06:57:32 main:574] : INFO : Epoch 1813 | loss: 0.0311842 | val_loss: 0.0311957 | Time: 2239.77 ms [2022-04-11 06:57:34 main:574] : INFO : Epoch 1814 | loss: 0.0311852 | val_loss: 0.0311943 | Time: 2266.65 ms [2022-04-11 06:57:37 main:574] : INFO : Epoch 1815 | loss: 0.0311835 | val_loss: 0.0311975 | Time: 2195.67 ms [2022-04-11 06:57:39 main:574] : INFO : Epoch 1816 | loss: 0.0311826 | val_loss: 0.0311942 | Time: 2226.46 ms [2022-04-11 06:57:41 main:574] : INFO : Epoch 1817 | loss: 0.031187 | val_loss: 0.0311971 | Time: 2133.79 ms [2022-04-11 06:57:43 main:574] : INFO : Epoch 1818 | loss: 0.0311884 | val_loss: 0.0311971 | Time: 2212.52 ms [2022-04-11 06:57:45 main:574] : INFO : Epoch 1819 | loss: 0.0311864 | val_loss: 0.0311923 | Time: 2248.71 ms [2022-04-11 06:57:48 main:574] : INFO : Epoch 1820 | loss: 0.0311879 | val_loss: 0.0311909 | Time: 2298.24 ms [2022-04-11 06:57:50 main:574] : INFO : Epoch 1821 | loss: 0.0311896 | val_loss: 0.0312022 | Time: 2199.08 ms [2022-04-11 06:57:52 main:574] : INFO : Epoch 1822 | loss: 0.0311963 | val_loss: 0.0312019 | Time: 2207.55 ms [2022-04-11 06:57:54 main:574] : INFO : Epoch 1823 | loss: 0.0311947 | val_loss: 0.0311994 | Time: 2189.32 ms [2022-04-11 06:57:57 main:574] : INFO : Epoch 1824 | loss: 0.0311935 | val_loss: 0.0311976 | Time: 2207.15 ms [2022-04-11 06:57:59 main:574] : INFO : Epoch 1825 | loss: 0.0311896 | val_loss: 0.0311976 | Time: 2345.8 ms [2022-04-11 06:58:01 main:574] : INFO : Epoch 1826 | loss: 0.0311877 | val_loss: 0.0311986 | Time: 2183.34 ms [2022-04-11 06:58:03 main:574] : INFO : Epoch 1827 | loss: 0.0311874 | val_loss: 0.0311982 | Time: 2182.41 ms [2022-04-11 06:58:06 main:574] : INFO : Epoch 1828 | loss: 0.0311867 | val_loss: 0.0311967 | Time: 2303.37 ms [2022-04-11 06:58:08 main:574] : INFO : Epoch 1829 | loss: 0.0311861 | val_loss: 0.0311981 | Time: 2136.54 ms [2022-04-11 06:58:10 main:574] : INFO : Epoch 1830 | loss: 0.0311861 | val_loss: 0.0311971 | Time: 2276.41 ms [2022-04-11 06:58:12 main:574] : INFO : Epoch 1831 | loss: 0.031186 | val_loss: 0.0311987 | Time: 2176.51 ms [2022-04-11 06:58:14 main:574] : INFO : Epoch 1832 | loss: 0.0311855 | val_loss: 0.0311971 | Time: 2239.41 ms [2022-04-11 06:58:17 main:574] : INFO : Epoch 1833 | loss: 0.0311878 | val_loss: 0.0311997 | Time: 2117.49 ms [2022-04-11 06:58:19 main:574] : INFO : Epoch 1834 | loss: 0.0311866 | val_loss: 0.0311985 | Time: 2088.31 ms [2022-04-11 06:58:21 main:574] : INFO : Epoch 1835 | loss: 0.0311854 | val_loss: 0.0311979 | Time: 2233.03 ms [2022-04-11 06:58:23 main:574] : INFO : Epoch 1836 | loss: 0.0311843 | val_loss: 0.0311971 | Time: 2224.97 ms [2022-04-11 06:58:25 main:574] : INFO : Epoch 1837 | loss: 0.0311896 | val_loss: 0.0311961 | Time: 2275.02 ms [2022-04-11 06:58:28 main:574] : INFO : Epoch 1838 | loss: 0.0311836 | val_loss: 0.0311964 | Time: 2315.47 ms [2022-04-11 06:58:30 main:574] : INFO : Epoch 1839 | loss: 0.031185 | val_loss: 0.0311951 | Time: 2295.22 ms [2022-04-11 06:58:32 main:574] : INFO : Epoch 1840 | loss: 0.0311857 | val_loss: 0.0311978 | Time: 2205.71 ms [2022-04-11 06:58:34 main:574] : INFO : Epoch 1841 | loss: 0.0311856 | val_loss: 0.0311978 | Time: 2254.77 ms [2022-04-11 06:58:37 main:574] : INFO : Epoch 1842 | loss: 0.0311865 | val_loss: 0.0311989 | Time: 2233.78 ms [2022-04-11 06:58:39 main:574] : INFO : Epoch 1843 | loss: 0.0311845 | val_loss: 0.0311992 | Time: 2166.83 ms [2022-04-11 06:58:41 main:574] : INFO : Epoch 1844 | loss: 0.0311831 | val_loss: 0.0311973 | Time: 2176.04 ms [2022-04-11 06:58:43 main:574] : INFO : Epoch 1845 | loss: 0.0311832 | val_loss: 0.0312037 | Time: 2230.78 ms [2022-04-11 06:58:46 main:574] : INFO : Epoch 1846 | loss: 0.0311876 | val_loss: 0.0311982 | Time: 2224.19 ms [2022-04-11 06:58:48 main:574] : INFO : Epoch 1847 | loss: 0.0311836 | val_loss: 0.0311998 | Time: 2293.89 ms [2022-04-11 06:58:50 main:574] : INFO : Epoch 1848 | loss: 0.0311836 | val_loss: 0.0312 | Time: 2240.4 ms [2022-04-11 06:58:52 main:574] : INFO : Epoch 1849 | loss: 0.0311829 | val_loss: 0.031198 | Time: 2170.54 ms [2022-04-11 06:58:55 main:574] : INFO : Epoch 1850 | loss: 0.0311834 | val_loss: 0.0311944 | Time: 2293.02 ms [2022-04-11 06:58:57 main:574] : INFO : Epoch 1851 | loss: 0.031184 | val_loss: 0.0311941 | Time: 2244.2 ms [2022-04-11 06:58:59 main:574] : INFO : Epoch 1852 | loss: 0.0311832 | val_loss: 0.0311929 | Time: 2111.36 ms [2022-04-11 06:59:01 main:574] : INFO : Epoch 1853 | loss: 0.0311829 | val_loss: 0.0311986 | Time: 2275.02 ms [2022-04-11 06:59:03 main:574] : INFO : Epoch 1854 | loss: 0.0311822 | val_loss: 0.0311917 | Time: 2174.07 ms [2022-04-11 06:59:06 main:574] : INFO : Epoch 1855 | loss: 0.0311846 | val_loss: 0.0312168 | Time: 2187.52 ms [2022-04-11 06:59:08 main:574] : INFO : Epoch 1856 | loss: 0.0312226 | val_loss: 0.0312253 | Time: 2282.49 ms [2022-04-11 06:59:10 main:574] : INFO : Epoch 1857 | loss: 0.0312397 | val_loss: 0.0312352 | Time: 2200.48 ms [2022-04-11 06:59:12 main:574] : INFO : Epoch 1858 | loss: 0.0312347 | val_loss: 0.031223 | Time: 2238.16 ms [2022-04-11 06:59:14 main:574] : INFO : Epoch 1859 | loss: 0.0312267 | val_loss: 0.0312209 | Time: 2143.33 ms [2022-04-11 06:59:17 main:574] : INFO : Epoch 1860 | loss: 0.0312208 | val_loss: 0.0312175 | Time: 2149.81 ms [2022-04-11 06:59:19 main:574] : INFO : Epoch 1861 | loss: 0.0312173 | val_loss: 0.0312132 | Time: 2177.04 ms [2022-04-11 06:59:21 main:574] : INFO : Epoch 1862 | loss: 0.0312106 | val_loss: 0.0312098 | Time: 2185.57 ms [2022-04-11 06:59:23 main:574] : INFO : Epoch 1863 | loss: 0.0312051 | val_loss: 0.0312041 | Time: 2276.32 ms [2022-04-11 06:59:26 main:574] : INFO : Epoch 1864 | loss: 0.0312039 | val_loss: 0.0312015 | Time: 2319.16 ms [2022-04-11 06:59:28 main:574] : INFO : Epoch 1865 | loss: 0.0312009 | val_loss: 0.0312016 | Time: 2311.89 ms [2022-04-11 06:59:30 main:574] : INFO : Epoch 1866 | loss: 0.0311989 | val_loss: 0.0311981 | Time: 2286.8 ms [2022-04-11 06:59:32 main:574] : INFO : Epoch 1867 | loss: 0.031197 | val_loss: 0.0311944 | Time: 2145.01 ms [2022-04-11 06:59:35 main:574] : INFO : Epoch 1868 | loss: 0.0311949 | val_loss: 0.0311981 | Time: 2371.39 ms [2022-04-11 06:59:37 main:574] : INFO : Epoch 1869 | loss: 0.0311936 | val_loss: 0.0311905 | Time: 2269.9 ms [2022-04-11 06:59:39 main:574] : INFO : Epoch 1870 | loss: 0.0311916 | val_loss: 0.0311898 | Time: 2153.51 ms [2022-04-11 06:59:41 main:574] : INFO : Epoch 1871 | loss: 0.0311916 | val_loss: 0.03119 | Time: 2208.87 ms [2022-04-11 06:59:44 main:574] : INFO : Epoch 1872 | loss: 0.0311908 | val_loss: 0.0311939 | Time: 2399.92 ms [2022-04-11 06:59:46 main:574] : INFO : Epoch 1873 | loss: 0.0311904 | val_loss: 0.0311903 | Time: 2152.34 ms [2022-04-11 06:59:48 main:574] : INFO : Epoch 1874 | loss: 0.0311893 | val_loss: 0.0311889 | Time: 2227.02 ms [2022-04-11 06:59:50 main:574] : INFO : Epoch 1875 | loss: 0.0311896 | val_loss: 0.0311885 | Time: 2269.01 ms [2022-04-11 06:59:53 main:574] : INFO : Epoch 1876 | loss: 0.0311904 | val_loss: 0.0311884 | Time: 2302.95 ms [2022-04-11 06:59:55 main:574] : INFO : Epoch 1877 | loss: 0.0311884 | val_loss: 0.031188 | Time: 2236.47 ms [2022-04-11 06:59:57 main:574] : INFO : Epoch 1878 | loss: 0.0311887 | val_loss: 0.0311886 | Time: 2256.32 ms [2022-04-11 07:00:00 main:574] : INFO : Epoch 1879 | loss: 0.0311872 | val_loss: 0.0311877 | Time: 2253.8 ms [2022-04-11 07:00:02 main:574] : INFO : Epoch 1880 | loss: 0.0311874 | val_loss: 0.0311881 | Time: 2182.2 ms [2022-04-11 07:00:04 main:574] : INFO : Epoch 1881 | loss: 0.0311879 | val_loss: 0.0311872 | Time: 2426.97 ms [2022-04-11 07:00:06 main:574] : INFO : Epoch 1882 | loss: 0.0311862 | val_loss: 0.0311868 | Time: 2233.92 ms [2022-04-11 07:00:09 main:574] : INFO : Epoch 1883 | loss: 0.0311877 | val_loss: 0.031199 | Time: 2189.04 ms [2022-04-11 07:00:11 main:574] : INFO : Epoch 1884 | loss: 0.0312019 | val_loss: 0.0312061 | Time: 2207.96 ms [2022-04-11 07:00:13 main:574] : INFO : Epoch 1885 | loss: 0.0312048 | val_loss: 0.0312098 | Time: 2245.08 ms [2022-04-11 07:00:15 main:574] : INFO : Epoch 1886 | loss: 0.0312034 | val_loss: 0.0312034 | Time: 2248.86 ms [2022-04-11 07:00:18 main:574] : INFO : Epoch 1887 | loss: 0.0311999 | val_loss: 0.0312013 | Time: 2188.68 ms [2022-04-11 07:00:20 main:574] : INFO : Epoch 1888 | loss: 0.0311981 | val_loss: 0.0312026 | Time: 2126.06 ms [2022-04-11 07:00:22 main:574] : INFO : Epoch 1889 | loss: 0.0311982 | val_loss: 0.0312004 | Time: 2247.28 ms [2022-04-11 07:00:24 main:574] : INFO : Epoch 1890 | loss: 0.0311989 | val_loss: 0.0311976 | Time: 2285.08 ms [2022-04-11 07:00:26 main:574] : INFO : Epoch 1891 | loss: 0.0312003 | val_loss: 0.0311981 | Time: 2314.45 ms [2022-04-11 07:00:29 main:574] : INFO : Epoch 1892 | loss: 0.0311995 | val_loss: 0.0312018 | Time: 2200.02 ms [2022-04-11 07:00:31 main:574] : INFO : Epoch 1893 | loss: 0.0311984 | val_loss: 0.0311983 | Time: 2206.47 ms [2022-04-11 07:00:33 main:574] : INFO : Epoch 1894 | loss: 0.0311961 | val_loss: 0.0311979 | Time: 2277.31 ms [2022-04-11 07:00:35 main:574] : INFO : Epoch 1895 | loss: 0.0311963 | val_loss: 0.0312006 | Time: 2273.73 ms [2022-04-11 07:00:38 main:574] : INFO : Epoch 1896 | loss: 0.0311957 | val_loss: 0.0311998 | Time: 2158.27 ms [2022-04-11 07:00:40 main:574] : INFO : Epoch 1897 | loss: 0.0311952 | val_loss: 0.031198 | Time: 2178.63 ms [2022-04-11 07:00:42 main:574] : INFO : Epoch 1898 | loss: 0.0311957 | val_loss: 0.0311991 | Time: 2269.04 ms [2022-04-11 07:00:44 main:574] : INFO : Epoch 1899 | loss: 0.0311948 | val_loss: 0.0311991 | Time: 2155.78 ms [2022-04-11 07:00:46 main:574] : INFO : Epoch 1900 | loss: 0.0311961 | val_loss: 0.0312015 | Time: 2191.52 ms [2022-04-11 07:00:49 main:574] : INFO : Epoch 1901 | loss: 0.0311985 | val_loss: 0.0311979 | Time: 2186 ms [2022-04-11 07:00:51 main:574] : INFO : Epoch 1902 | loss: 0.0311982 | val_loss: 0.0311958 | Time: 2307.35 ms [2022-04-11 07:00:53 main:574] : INFO : Epoch 1903 | loss: 0.031196 | val_loss: 0.0311966 | Time: 2206.9 ms [2022-04-11 07:00:56 main:574] : INFO : Epoch 1904 | loss: 0.0311956 | val_loss: 0.0311959 | Time: 2336.69 ms [2022-04-11 07:00:58 main:574] : INFO : Epoch 1905 | loss: 0.0311958 | val_loss: 0.031196 | Time: 2248.89 ms [2022-04-11 07:01:00 main:574] : INFO : Epoch 1906 | loss: 0.0311959 | val_loss: 0.0311964 | Time: 2384.4 ms [2022-04-11 07:01:02 main:574] : INFO : Epoch 1907 | loss: 0.0311975 | val_loss: 0.0311949 | Time: 2157.04 ms [2022-04-11 07:01:05 main:574] : INFO : Epoch 1908 | loss: 0.0311971 | val_loss: 0.0311963 | Time: 2476.63 ms [2022-04-11 07:01:07 main:574] : INFO : Epoch 1909 | loss: 0.0311942 | val_loss: 0.0311945 | Time: 2180.01 ms [2022-04-11 07:01:09 main:574] : INFO : Epoch 1910 | loss: 0.0311928 | val_loss: 0.0311933 | Time: 2290.15 ms [2022-04-11 07:01:12 main:574] : INFO : Epoch 1911 | loss: 0.0311924 | val_loss: 0.0311947 | Time: 2275.82 ms [2022-04-11 07:01:14 main:574] : INFO : Epoch 1912 | loss: 0.0311956 | val_loss: 0.0311936 | Time: 2240.87 ms [2022-04-11 07:01:16 main:574] : INFO : Epoch 1913 | loss: 0.0311945 | val_loss: 0.0311956 | Time: 2139.88 ms [2022-04-11 07:01:18 main:574] : INFO : Epoch 1914 | loss: 0.0311927 | val_loss: 0.0311935 | Time: 2318.39 ms [2022-04-11 07:01:21 main:574] : INFO : Epoch 1915 | loss: 0.0311928 | val_loss: 0.0311992 | Time: 2230.27 ms [2022-04-11 07:01:23 main:574] : INFO : Epoch 1916 | loss: 0.0311933 | val_loss: 0.031193 | Time: 2285.53 ms [2022-04-11 07:01:25 main:574] : INFO : Epoch 1917 | loss: 0.0311928 | val_loss: 0.0311945 | Time: 2209.16 ms [2022-04-11 07:01:27 main:574] : INFO : Epoch 1918 | loss: 0.031191 | val_loss: 0.0311963 | Time: 2378.65 ms [2022-04-11 07:01:30 main:574] : INFO : Epoch 1919 | loss: 0.0311914 | val_loss: 0.0311963 | Time: 2194.5 ms [2022-04-11 07:01:32 main:574] : INFO : Epoch 1920 | loss: 0.0311908 | val_loss: 0.0311938 | Time: 2337.35 ms [2022-04-11 07:01:34 main:574] : INFO : Epoch 1921 | loss: 0.0311901 | val_loss: 0.0311947 | Time: 2305.36 ms [2022-04-11 07:01:37 main:574] : INFO : Epoch 1922 | loss: 0.0311898 | val_loss: 0.0311932 | Time: 2331.87 ms [2022-04-11 07:01:39 main:574] : INFO : Epoch 1923 | loss: 0.0311897 | val_loss: 0.031193 | Time: 2163.8 ms [2022-04-11 07:01:41 main:574] : INFO : Epoch 1924 | loss: 0.0311911 | val_loss: 0.0311928 | Time: 2548.27 ms [2022-04-11 07:01:43 main:574] : INFO : Epoch 1925 | loss: 0.0311899 | val_loss: 0.0311934 | Time: 2185.23 ms [2022-04-11 07:01:46 main:574] : INFO : Epoch 1926 | loss: 0.0311897 | val_loss: 0.0311928 | Time: 2152.52 ms [2022-04-11 07:01:48 main:574] : INFO : Epoch 1927 | loss: 0.031189 | val_loss: 0.0311924 | Time: 2157.68 ms [2022-04-11 07:01:50 main:574] : INFO : Epoch 1928 | loss: 0.0311887 | val_loss: 0.031196 | Time: 2281.51 ms [2022-04-11 07:01:52 main:574] : INFO : Epoch 1929 | loss: 0.0311898 | val_loss: 0.0311935 | Time: 2193.07 ms [2022-04-11 07:01:55 main:574] : INFO : Epoch 1930 | loss: 0.0311883 | val_loss: 0.0311926 | Time: 2311.11 ms [2022-04-11 07:01:57 main:574] : INFO : Epoch 1931 | loss: 0.0311937 | val_loss: 0.0312004 | Time: 2171.01 ms [2022-04-11 07:01:59 main:574] : INFO : Epoch 1932 | loss: 0.0311896 | val_loss: 0.0311931 | Time: 2147.29 ms [2022-04-11 07:02:01 main:574] : INFO : Epoch 1933 | loss: 0.03119 | val_loss: 0.0311963 | Time: 2291.45 ms [2022-04-11 07:02:03 main:574] : INFO : Epoch 1934 | loss: 0.0311944 | val_loss: 0.0312015 | Time: 2223.55 ms [2022-04-11 07:02:06 main:574] : INFO : Epoch 1935 | loss: 0.0311967 | val_loss: 0.0312 | Time: 2327.19 ms [2022-04-11 07:02:08 main:574] : INFO : Epoch 1936 | loss: 0.0311952 | val_loss: 0.0311984 | Time: 2172.89 ms [2022-04-11 07:02:10 main:574] : INFO : Epoch 1937 | loss: 0.0311942 | val_loss: 0.0311994 | Time: 2259.19 ms [2022-04-11 07:02:13 main:574] : INFO : Epoch 1938 | loss: 0.0311938 | val_loss: 0.0311971 | Time: 2374.43 ms [2022-04-11 07:02:15 main:574] : INFO : Epoch 1939 | loss: 0.0311931 | val_loss: 0.031207 | Time: 2256.22 ms [2022-04-11 07:02:17 main:574] : INFO : Epoch 1940 | loss: 0.0311932 | val_loss: 0.0312011 | Time: 2316.33 ms [2022-04-11 07:02:19 main:574] : INFO : Epoch 1941 | loss: 0.0311941 | val_loss: 0.0311978 | Time: 2239.04 ms [2022-04-11 07:02:22 main:574] : INFO : Epoch 1942 | loss: 0.0311928 | val_loss: 0.0311958 | Time: 2323.52 ms [2022-04-11 07:02:24 main:574] : INFO : Epoch 1943 | loss: 0.031191 | val_loss: 0.0311963 | Time: 2140.5 ms [2022-04-11 07:02:26 main:574] : INFO : Epoch 1944 | loss: 0.0311898 | val_loss: 0.0311982 | Time: 2151.97 ms [2022-04-11 07:02:28 main:574] : INFO : Epoch 1945 | loss: 0.0311949 | val_loss: 0.0311985 | Time: 2295.16 ms [2022-04-11 07:02:31 main:574] : INFO : Epoch 1946 | loss: 0.0311936 | val_loss: 0.0311973 | Time: 2230.48 ms [2022-04-11 07:02:33 main:574] : INFO : Epoch 1947 | loss: 0.0311923 | val_loss: 0.0312018 | Time: 2175.4 ms [2022-04-11 07:02:35 main:574] : INFO : Epoch 1948 | loss: 0.031194 | val_loss: 0.031199 | Time: 2343.92 ms [2022-04-11 07:02:37 main:574] : INFO : Epoch 1949 | loss: 0.0311921 | val_loss: 0.0311958 | Time: 2206.05 ms [2022-04-11 07:02:40 main:574] : INFO : Epoch 1950 | loss: 0.0311916 | val_loss: 0.0311964 | Time: 2264.06 ms [2022-04-11 07:02:42 main:574] : INFO : Epoch 1951 | loss: 0.0311915 | val_loss: 0.0311966 | Time: 2342.32 ms [2022-04-11 07:02:45 main:574] : INFO : Epoch 1952 | loss: 0.0311904 | val_loss: 0.0312018 | Time: 2569.63 ms [2022-04-11 07:02:47 main:574] : INFO : Epoch 1953 | loss: 0.0311903 | val_loss: 0.0311951 | Time: 2719.36 ms [2022-04-11 07:02:50 main:574] : INFO : Epoch 1954 | loss: 0.03119 | val_loss: 0.031197 | Time: 2587.95 ms [2022-04-11 07:02:52 main:574] : INFO : Epoch 1955 | loss: 0.0311905 | val_loss: 0.0311983 | Time: 2460.87 ms [2022-04-11 07:02:55 main:574] : INFO : Epoch 1956 | loss: 0.0311909 | val_loss: 0.0311962 | Time: 2604.98 ms [2022-04-11 07:02:57 main:574] : INFO : Epoch 1957 | loss: 0.0311901 | val_loss: 0.0311965 | Time: 2493.15 ms [2022-04-11 07:03:00 main:574] : INFO : Epoch 1958 | loss: 0.0311895 | val_loss: 0.031201 | Time: 2483.05 ms [2022-04-11 07:03:03 main:574] : INFO : Epoch 1959 | loss: 0.0311919 | val_loss: 0.0311966 | Time: 2560.94 ms [2022-04-11 07:03:05 main:574] : INFO : Epoch 1960 | loss: 0.0311909 | val_loss: 0.0311954 | Time: 2383.46 ms [2022-04-11 07:03:07 main:574] : INFO : Epoch 1961 | loss: 0.0311915 | val_loss: 0.0311966 | Time: 2385.4 ms [2022-04-11 07:03:10 main:574] : INFO : Epoch 1962 | loss: 0.0311909 | val_loss: 0.0311954 | Time: 2209.39 ms [2022-04-11 07:03:12 main:574] : INFO : Epoch 1963 | loss: 0.0311933 | val_loss: 0.0312002 | Time: 2221.95 ms [2022-04-11 07:03:14 main:574] : INFO : Epoch 1964 | loss: 0.0311925 | val_loss: 0.0311963 | Time: 2254.81 ms [2022-04-11 07:03:16 main:574] : INFO : Epoch 1965 | loss: 0.0311912 | val_loss: 0.0311943 | Time: 2289.65 ms [2022-04-11 07:03:18 main:574] : INFO : Epoch 1966 | loss: 0.0311934 | val_loss: 0.031203 | Time: 2152.41 ms [2022-04-11 07:03:21 main:574] : INFO : Epoch 1967 | loss: 0.0311967 | val_loss: 0.0311939 | Time: 2243.28 ms [2022-04-11 07:03:23 main:574] : INFO : Epoch 1968 | loss: 0.0311934 | val_loss: 0.0311937 | Time: 2162.32 ms [2022-04-11 07:03:25 main:574] : INFO : Epoch 1969 | loss: 0.0311903 | val_loss: 0.0311939 | Time: 2183.14 ms [2022-04-11 07:03:27 main:574] : INFO : Epoch 1970 | loss: 0.0311906 | val_loss: 0.031196 | Time: 2279.28 ms [2022-04-11 07:03:30 main:574] : INFO : Epoch 1971 | loss: 0.0311921 | val_loss: 0.0311957 | Time: 2263.87 ms [2022-04-11 07:03:32 main:574] : INFO : Epoch 1972 | loss: 0.0311924 | val_loss: 0.0311971 | Time: 2157.57 ms [2022-04-11 07:03:34 main:574] : INFO : Epoch 1973 | loss: 0.0311902 | val_loss: 0.0311959 | Time: 2190.75 ms [2022-04-11 07:03:36 main:574] : INFO : Epoch 1974 | loss: 0.0311926 | val_loss: 0.0311999 | Time: 2139.26 ms [2022-04-11 07:03:38 main:574] : INFO : Epoch 1975 | loss: 0.0311952 | val_loss: 0.0311998 | Time: 2126.98 ms [2022-04-11 07:03:40 main:574] : INFO : Epoch 1976 | loss: 0.031195 | val_loss: 0.0312023 | Time: 2174.04 ms [2022-04-11 07:03:43 main:574] : INFO : Epoch 1977 | loss: 0.0311952 | val_loss: 0.0312052 | Time: 2335.45 ms [2022-04-11 07:03:45 main:574] : INFO : Epoch 1978 | loss: 0.0311934 | val_loss: 0.0311989 | Time: 2289.05 ms [2022-04-11 07:03:47 main:574] : INFO : Epoch 1979 | loss: 0.0311908 | val_loss: 0.0311993 | Time: 2225.67 ms [2022-04-11 07:03:50 main:574] : INFO : Epoch 1980 | loss: 0.0311905 | val_loss: 0.0312032 | Time: 2274.69 ms [2022-04-11 07:03:52 main:574] : INFO : Epoch 1981 | loss: 0.0311967 | val_loss: 0.0311994 | Time: 2298.27 ms [2022-04-11 07:03:54 main:574] : INFO : Epoch 1982 | loss: 0.0311909 | val_loss: 0.0312053 | Time: 2218.27 ms [2022-04-11 07:03:56 main:574] : INFO : Epoch 1983 | loss: 0.0311904 | val_loss: 0.0311991 | Time: 2186.55 ms [2022-04-11 07:03:59 main:574] : INFO : Epoch 1984 | loss: 0.031189 | val_loss: 0.0311989 | Time: 2361.85 ms [2022-04-11 07:04:01 main:574] : INFO : Epoch 1985 | loss: 0.0311891 | val_loss: 0.031198 | Time: 2159.6 ms [2022-04-11 07:04:03 main:574] : INFO : Epoch 1986 | loss: 0.0311923 | val_loss: 0.0312017 | Time: 2288.28 ms [2022-04-11 07:04:05 main:574] : INFO : Epoch 1987 | loss: 0.0311916 | val_loss: 0.031208 | Time: 2366.9 ms [2022-04-11 07:04:08 main:574] : INFO : Epoch 1988 | loss: 0.0311909 | val_loss: 0.0311986 | Time: 2306.28 ms [2022-04-11 07:04:10 main:574] : INFO : Epoch 1989 | loss: 0.031189 | val_loss: 0.031199 | Time: 2176.49 ms [2022-04-11 07:04:12 main:574] : INFO : Epoch 1990 | loss: 0.031194 | val_loss: 0.0312022 | Time: 2227.51 ms [2022-04-11 07:04:14 main:574] : INFO : Epoch 1991 | loss: 0.0311883 | val_loss: 0.0312002 | Time: 2197.51 ms [2022-04-11 07:04:17 main:574] : INFO : Epoch 1992 | loss: 0.0311883 | val_loss: 0.0311991 | Time: 2300.11 ms [2022-04-11 07:04:19 main:574] : INFO : Epoch 1993 | loss: 0.0311978 | val_loss: 0.0313023 | Time: 2226.39 ms [2022-04-11 07:04:21 main:574] : INFO : Epoch 1994 | loss: 0.0378198 | val_loss: 0.0324829 | Time: 2271.26 ms [2022-04-11 07:04:23 main:574] : INFO : Epoch 1995 | loss: 0.0345562 | val_loss: 0.0319202 | Time: 2223.28 ms [2022-04-11 07:04:26 main:574] : INFO : Epoch 1996 | loss: 0.0316007 | val_loss: 0.0313391 | Time: 2215.1 ms [2022-04-11 07:04:28 main:574] : INFO : Epoch 1997 | loss: 0.0312769 | val_loss: 0.0312291 | Time: 2346.73 ms [2022-04-11 07:04:30 main:574] : INFO : Epoch 1998 | loss: 0.0312151 | val_loss: 0.0312132 | Time: 2120.37 ms [2022-04-11 07:04:32 main:574] : INFO : Epoch 1999 | loss: 0.031207 | val_loss: 0.0312101 | Time: 2255.07 ms [2022-04-11 07:04:35 main:574] : INFO : Epoch 2000 | loss: 0.031204 | val_loss: 0.0312064 | Time: 2300.03 ms [2022-04-11 07:04:37 main:574] : INFO : Epoch 2001 | loss: 0.0312004 | val_loss: 0.0312031 | Time: 2276.68 ms [2022-04-11 07:04:39 main:574] : INFO : Epoch 2002 | loss: 0.0311974 | val_loss: 0.0311982 | Time: 2230.07 ms [2022-04-11 07:04:41 main:574] : INFO : Epoch 2003 | loss: 0.0311928 | val_loss: 0.0312 | Time: 2274.24 ms [2022-04-11 07:04:44 main:574] : INFO : Epoch 2004 | loss: 0.0311912 | val_loss: 0.0311985 | Time: 2143.56 ms [2022-04-11 07:04:46 main:574] : INFO : Epoch 2005 | loss: 0.0311898 | val_loss: 0.0311978 | Time: 2184.97 ms [2022-04-11 07:04:48 main:574] : INFO : Epoch 2006 | loss: 0.0311892 | val_loss: 0.0311966 | Time: 2287.3 ms [2022-04-11 07:04:50 main:574] : INFO : Epoch 2007 | loss: 0.0311878 | val_loss: 0.0311959 | Time: 2247.55 ms [2022-04-11 07:04:53 main:574] : INFO : Epoch 2008 | loss: 0.0311869 | val_loss: 0.0311958 | Time: 2306.29 ms [2022-04-11 07:04:55 main:574] : INFO : Epoch 2009 | loss: 0.0311869 | val_loss: 0.0311958 | Time: 2344.67 ms [2022-04-11 07:04:57 main:574] : INFO : Epoch 2010 | loss: 0.0311876 | val_loss: 0.0311948 | Time: 2203.82 ms [2022-04-11 07:04:59 main:574] : INFO : Epoch 2011 | loss: 0.0311859 | val_loss: 0.0311948 | Time: 2216.84 ms [2022-04-11 07:05:02 main:574] : INFO : Epoch 2012 | loss: 0.0311855 | val_loss: 0.0311949 | Time: 2277.92 ms [2022-04-11 07:05:04 main:574] : INFO : Epoch 2013 | loss: 0.0311868 | val_loss: 0.0311948 | Time: 2336.98 ms [2022-04-11 07:05:06 main:574] : INFO : Epoch 2014 | loss: 0.0311867 | val_loss: 0.031195 | Time: 2226.64 ms [2022-04-11 07:05:09 main:574] : INFO : Epoch 2015 | loss: 0.0311868 | val_loss: 0.0311968 | Time: 2273.12 ms [2022-04-11 07:05:11 main:574] : INFO : Epoch 2016 | loss: 0.0311886 | val_loss: 0.0312031 | Time: 2240.17 ms [2022-04-11 07:05:13 main:574] : INFO : Epoch 2017 | loss: 0.0311965 | val_loss: 0.0311987 | Time: 2230.27 ms [2022-04-11 07:05:15 main:574] : INFO : Epoch 2018 | loss: 0.0311945 | val_loss: 0.0311967 | Time: 2267 ms [2022-04-11 07:05:18 main:574] : INFO : Epoch 2019 | loss: 0.0311954 | val_loss: 0.0312008 | Time: 2339.89 ms [2022-04-11 07:05:20 main:574] : INFO : Epoch 2020 | loss: 0.0311949 | val_loss: 0.0311992 | Time: 2249.7 ms [2022-04-11 07:05:22 main:574] : INFO : Epoch 2021 | loss: 0.0311946 | val_loss: 0.0311992 | Time: 2220.91 ms [2022-04-11 07:05:24 main:574] : INFO : Epoch 2022 | loss: 0.0311932 | val_loss: 0.0311964 | Time: 2162.66 ms [2022-04-11 07:05:27 main:574] : INFO : Epoch 2023 | loss: 0.031192 | val_loss: 0.0311957 | Time: 2190.46 ms [2022-04-11 07:05:29 main:574] : INFO : Epoch 2024 | loss: 0.0311935 | val_loss: 0.0311962 | Time: 2208.48 ms [2022-04-11 07:05:31 main:574] : INFO : Epoch 2025 | loss: 0.0311931 | val_loss: 0.0311916 | Time: 2317.38 ms [2022-04-11 07:05:33 main:574] : INFO : Epoch 2026 | loss: 0.0311909 | val_loss: 0.0311944 | Time: 2307.78 ms [2022-04-11 07:05:36 main:574] : INFO : Epoch 2027 | loss: 0.0311926 | val_loss: 0.0311954 | Time: 2197.22 ms [2022-04-11 07:05:38 main:574] : INFO : Epoch 2028 | loss: 0.0311924 | val_loss: 0.0311951 | Time: 2201.5 ms [2022-04-11 07:05:40 main:574] : INFO : Epoch 2029 | loss: 0.0311907 | val_loss: 0.0311977 | Time: 2307.14 ms [2022-04-11 07:05:42 main:574] : INFO : Epoch 2030 | loss: 0.0311901 | val_loss: 0.0311956 | Time: 2176.64 ms [2022-04-11 07:05:44 main:574] : INFO : Epoch 2031 | loss: 0.0311924 | val_loss: 0.0311974 | Time: 2137.22 ms [2022-04-11 07:05:47 main:574] : INFO : Epoch 2032 | loss: 0.0311906 | val_loss: 0.0311964 | Time: 2239.16 ms [2022-04-11 07:05:49 main:574] : INFO : Epoch 2033 | loss: 0.0311899 | val_loss: 0.0311953 | Time: 2284.84 ms [2022-04-11 07:05:51 main:574] : INFO : Epoch 2034 | loss: 0.0311884 | val_loss: 0.0311965 | Time: 2289.63 ms [2022-04-11 07:05:53 main:574] : INFO : Epoch 2035 | loss: 0.0311882 | val_loss: 0.0311934 | Time: 2124.26 ms [2022-04-11 07:05:56 main:574] : INFO : Epoch 2036 | loss: 0.0311891 | val_loss: 0.0311922 | Time: 2296.47 ms [2022-04-11 07:05:58 main:574] : INFO : Epoch 2037 | loss: 0.0311861 | val_loss: 0.0311947 | Time: 2201.44 ms [2022-04-11 07:06:00 main:574] : INFO : Epoch 2038 | loss: 0.0311912 | val_loss: 0.031197 | Time: 2234.02 ms [2022-04-11 07:06:02 main:574] : INFO : Epoch 2039 | loss: 0.0311948 | val_loss: 0.0312022 | Time: 2216.33 ms [2022-04-11 07:06:05 main:574] : INFO : Epoch 2040 | loss: 0.0311963 | val_loss: 0.0312008 | Time: 2319.94 ms [2022-04-11 07:06:07 main:574] : INFO : Epoch 2041 | loss: 0.0311973 | val_loss: 0.0312059 | Time: 2308.62 ms [2022-04-11 07:06:09 main:574] : INFO : Epoch 2042 | loss: 0.0311965 | val_loss: 0.0311989 | Time: 2303.04 ms [2022-04-11 07:06:12 main:574] : INFO : Epoch 2043 | loss: 0.0311955 | val_loss: 0.0311992 | Time: 2240.85 ms [2022-04-11 07:06:14 main:574] : INFO : Epoch 2044 | loss: 0.0311944 | val_loss: 0.0311981 | Time: 2192.24 ms [2022-04-11 07:06:16 main:574] : INFO : Epoch 2045 | loss: 0.0311943 | val_loss: 0.0311989 | Time: 2209.33 ms [2022-04-11 07:06:18 main:574] : INFO : Epoch 2046 | loss: 0.0311943 | val_loss: 0.0311989 | Time: 2318.7 ms [2022-04-11 07:06:21 main:574] : INFO : Epoch 2047 | loss: 0.0311941 | val_loss: 0.0311985 | Time: 2232.91 ms [2022-04-11 07:06:23 main:574] : INFO : Epoch 2048 | loss: 0.0311929 | val_loss: 0.0311971 | Time: 2207.11 ms [2022-04-11 07:06:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311971 [2022-04-11 07:06:23 main:603] : INFO : Saving end state to config to file [2022-04-11 07:06:23 main:608] : INFO : Success, exiting.. 07:06:23 (21984): 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)