Task 13021195
| Name | ParityModified-1645997823-29802-3-0_0 |
| Workunit | 10149819 |
| Created | 12 Mar 2022, 22:14:37 UTC |
| Sent | 21 Mar 2022, 8:55:15 UTC |
| Report deadline | 29 Mar 2022, 8:55:15 UTC |
| Received | 22 Mar 2022, 11:51:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18018 |
| Run time | 1 hours 19 min 16 sec |
| CPU time | 1 hours 18 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311568 | val_loss: 0.0311805 | Time: 2327.73 ms [2022-03-21 19:45:23 main:574] : INFO : Epoch 1543 | loss: 0.0311592 | val_loss: 0.0311818 | Time: 2351.73 ms [2022-03-21 19:45:25 main:574] : INFO : Epoch 1544 | loss: 0.0311605 | val_loss: 0.0311793 | Time: 2302.15 ms [2022-03-21 19:45:28 main:574] : INFO : Epoch 1545 | loss: 0.0311591 | val_loss: 0.0311849 | Time: 2314.49 ms [2022-03-21 19:45:30 main:574] : INFO : Epoch 1546 | loss: 0.0311596 | val_loss: 0.0311803 | Time: 2341.57 ms [2022-03-21 19:45:32 main:574] : INFO : Epoch 1547 | loss: 0.0311723 | val_loss: 0.0311873 | Time: 2376.71 ms [2022-03-21 19:45:35 main:574] : INFO : Epoch 1548 | loss: 0.0311851 | val_loss: 0.0311888 | Time: 2314.5 ms [2022-03-21 19:45:37 main:574] : INFO : Epoch 1549 | loss: 0.0311847 | val_loss: 0.0311903 | Time: 2301.66 ms [2022-03-21 19:45:39 main:574] : INFO : Epoch 1550 | loss: 0.0311844 | val_loss: 0.0311871 | Time: 2361.43 ms [2022-03-21 19:45:42 main:574] : INFO : Epoch 1551 | loss: 0.0311816 | val_loss: 0.031185 | Time: 2284.22 ms [2022-03-21 19:45:44 main:574] : INFO : Epoch 1552 | loss: 0.0311809 | val_loss: 0.0311861 | Time: 2294.5 ms [2022-03-21 19:45:46 main:574] : INFO : Epoch 1553 | loss: 0.0311842 | val_loss: 0.0311874 | Time: 2282.25 ms [2022-03-21 19:45:49 main:574] : INFO : Epoch 1554 | loss: 0.0311849 | val_loss: 0.0311897 | Time: 2289.62 ms [2022-03-21 19:45:51 main:574] : INFO : Epoch 1555 | loss: 0.0311841 | val_loss: 0.0311895 | Time: 2351.27 ms [2022-03-21 19:45:53 main:574] : INFO : Epoch 1556 | loss: 0.0311861 | val_loss: 0.0311957 | Time: 2285.18 ms [2022-03-21 19:45:56 main:574] : INFO : Epoch 1557 | loss: 0.0311998 | val_loss: 0.0311971 | Time: 2305.24 ms [2022-03-21 19:45:58 main:574] : INFO : Epoch 1558 | loss: 0.0311978 | val_loss: 0.0311963 | Time: 2301.63 ms [2022-03-21 19:46:00 main:574] : INFO : Epoch 1559 | loss: 0.0311939 | val_loss: 0.0311957 | Time: 2332.17 ms [2022-03-21 19:46:03 main:574] : INFO : Epoch 1560 | loss: 0.0311929 | val_loss: 0.031202 | Time: 2292.57 ms [2022-03-21 19:46:05 main:574] : INFO : Epoch 1561 | loss: 0.0311936 | val_loss: 0.0311969 | Time: 2365.44 ms [2022-03-21 19:46:07 main:574] : INFO : Epoch 1562 | loss: 0.0311905 | val_loss: 0.0311985 | Time: 2277.38 ms [2022-03-21 19:46:09 main:574] : INFO : Epoch 1563 | loss: 0.0311899 | val_loss: 0.0311942 | Time: 2314.45 ms [2022-03-21 19:46:12 main:574] : INFO : Epoch 1564 | loss: 0.0311905 | val_loss: 0.0311936 | Time: 2318.65 ms [2022-03-21 19:46:14 main:574] : INFO : Epoch 1565 | loss: 0.0311888 | val_loss: 0.031191 | Time: 2323.47 ms [2022-03-21 19:46:16 main:574] : INFO : Epoch 1566 | loss: 0.0311875 | val_loss: 0.0311935 | Time: 2338.93 ms [2022-03-21 19:46:19 main:574] : INFO : Epoch 1567 | loss: 0.0311864 | val_loss: 0.0311921 | Time: 2410.27 ms [2022-03-21 19:46:21 main:574] : INFO : Epoch 1568 | loss: 0.0311841 | val_loss: 0.0311914 | Time: 2303.07 ms [2022-03-21 19:46:24 main:574] : INFO : Epoch 1569 | loss: 0.0311832 | val_loss: 0.0311913 | Time: 2302.52 ms [2022-03-21 19:46:26 main:574] : INFO : Epoch 1570 | loss: 0.031182 | val_loss: 0.0311895 | Time: 2265.41 ms [2022-03-21 19:46:28 main:574] : INFO : Epoch 1571 | loss: 0.0311826 | val_loss: 0.0311888 | Time: 2337.03 ms [2022-03-21 19:46:30 main:574] : INFO : Epoch 1572 | loss: 0.0311814 | val_loss: 0.0311896 | Time: 2315.38 ms [2022-03-21 19:46:33 main:574] : INFO : Epoch 1573 | loss: 0.0311822 | val_loss: 0.0311921 | Time: 2366.04 ms [2022-03-21 19:46:35 main:574] : INFO : Epoch 1574 | loss: 0.0311832 | val_loss: 0.031194 | Time: 2325.13 ms [2022-03-21 19:46:37 main:574] : INFO : Epoch 1575 | loss: 0.0311815 | val_loss: 0.0311899 | Time: 2310.08 ms [2022-03-21 19:46:40 main:574] : INFO : Epoch 1576 | loss: 0.031183 | val_loss: 0.0311923 | Time: 2298.36 ms [2022-03-21 19:46:42 main:574] : INFO : Epoch 1577 | loss: 0.0311813 | val_loss: 0.0311892 | Time: 2262.51 ms [2022-03-21 19:46:44 main:574] : INFO : Epoch 1578 | loss: 0.0311805 | val_loss: 0.0311889 | Time: 2318.72 ms [2022-03-21 19:46:47 main:574] : INFO : Epoch 1579 | loss: 0.0311809 | val_loss: 0.0311922 | Time: 2268.92 ms [2022-03-21 19:46:49 main:574] : INFO : Epoch 1580 | loss: 0.0311835 | val_loss: 0.0311905 | Time: 2322.81 ms [2022-03-21 19:46:51 main:574] : INFO : Epoch 1581 | loss: 0.0311819 | val_loss: 0.0311893 | Time: 2347.85 ms [2022-03-21 19:46:54 main:574] : INFO : Epoch 1582 | loss: 0.0311796 | val_loss: 0.0311911 | Time: 2299.84 ms [2022-03-21 19:46:56 main:574] : INFO : Epoch 1583 | loss: 0.0311816 | val_loss: 0.0311934 | Time: 2329.54 ms [2022-03-21 19:46:58 main:574] : INFO : Epoch 1584 | loss: 0.0311807 | val_loss: 0.0311914 | Time: 2350.88 ms [2022-03-21 19:47:01 main:574] : INFO : Epoch 1585 | loss: 0.0311799 | val_loss: 0.0311928 | Time: 2303.62 ms [2022-03-21 19:47:03 main:574] : INFO : Epoch 1586 | loss: 0.0311802 | val_loss: 0.0311905 | Time: 2324.37 ms [2022-03-21 19:47:05 main:574] : INFO : Epoch 1587 | loss: 0.0311796 | val_loss: 0.0311911 | Time: 2377.73 ms [2022-03-21 19:47:08 main:574] : INFO : Epoch 1588 | loss: 0.0311797 | val_loss: 0.0311882 | Time: 2354.49 ms [2022-03-21 19:47:10 main:574] : INFO : Epoch 1589 | loss: 0.0311792 | val_loss: 0.0311897 | Time: 2254.13 ms [2022-03-21 19:47:12 main:574] : INFO : Epoch 1590 | loss: 0.0311783 | val_loss: 0.0311929 | Time: 2371.47 ms [2022-03-21 19:47:15 main:574] : INFO : Epoch 1591 | loss: 0.0311781 | val_loss: 0.0311903 | Time: 2313.01 ms [2022-03-21 19:47:17 main:574] : INFO : Epoch 1592 | loss: 0.0311773 | val_loss: 0.0311896 | Time: 2308.44 ms [2022-03-21 19:47:19 main:574] : INFO : Epoch 1593 | loss: 0.0311773 | val_loss: 0.0311918 | Time: 2411.22 ms [2022-03-21 19:47:22 main:574] : INFO : Epoch 1594 | loss: 0.0311764 | val_loss: 0.0311901 | Time: 2380.18 ms [2022-03-21 19:47:24 main:574] : INFO : Epoch 1595 | loss: 0.0311767 | val_loss: 0.0311933 | Time: 2371.95 ms [2022-03-21 19:47:26 main:574] : INFO : Epoch 1596 | loss: 0.031178 | val_loss: 0.0311914 | Time: 2294.86 ms [2022-03-21 19:47:29 main:574] : INFO : Epoch 1597 | loss: 0.0311793 | val_loss: 0.0311922 | Time: 2344.32 ms [2022-03-21 19:47:31 main:574] : INFO : Epoch 1598 | loss: 0.031176 | val_loss: 0.0311898 | Time: 2384.73 ms [2022-03-21 19:47:34 main:574] : INFO : Epoch 1599 | loss: 0.0311751 | val_loss: 0.0311904 | Time: 2392.65 ms [2022-03-21 19:47:36 main:574] : INFO : Epoch 1600 | loss: 0.0311756 | val_loss: 0.0311892 | Time: 2348.52 ms [2022-03-21 19:47:38 main:574] : INFO : Epoch 1601 | loss: 0.0311761 | val_loss: 0.0311911 | Time: 2331.86 ms [2022-03-21 19:47:41 main:574] : INFO : Epoch 1602 | loss: 0.0311745 | val_loss: 0.0311894 | Time: 2315.31 ms [2022-03-21 19:47:43 main:574] : INFO : Epoch 1603 | loss: 0.0311778 | val_loss: 0.0311935 | Time: 2321.59 ms [2022-03-21 19:47:45 main:574] : INFO : Epoch 1604 | loss: 0.0311762 | val_loss: 0.0311917 | Time: 2300.67 ms [2022-03-21 19:47:48 main:574] : INFO : Epoch 1605 | loss: 0.0311735 | val_loss: 0.0311919 | Time: 2504.91 ms [2022-03-21 19:47:50 main:574] : INFO : Epoch 1606 | loss: 0.0311744 | val_loss: 0.0311905 | Time: 2275.94 ms [2022-03-21 19:47:52 main:574] : INFO : Epoch 1607 | loss: 0.0311766 | val_loss: 0.03119 | Time: 2388.22 ms [2022-03-21 19:47:55 main:574] : INFO : Epoch 1608 | loss: 0.0311836 | val_loss: 0.0311907 | Time: 2276.61 ms [2022-03-21 19:47:57 main:574] : INFO : Epoch 1609 | loss: 0.0311831 | val_loss: 0.0311943 | Time: 2303.59 ms [2022-03-21 19:47:59 main:574] : INFO : Epoch 1610 | loss: 0.0311839 | val_loss: 0.0311891 | Time: 2273.17 ms [2022-03-21 19:48:02 main:574] : INFO : Epoch 1611 | loss: 0.0311814 | val_loss: 0.0311895 | Time: 2379.43 ms [2022-03-21 19:48:04 main:574] : INFO : Epoch 1612 | loss: 0.0311822 | val_loss: 0.0311891 | Time: 2329.96 ms [2022-03-21 19:48:06 main:574] : INFO : Epoch 1613 | loss: 0.0311818 | val_loss: 0.0311878 | Time: 2302.59 ms [2022-03-21 19:48:09 main:574] : INFO : Epoch 1614 | loss: 0.0311798 | val_loss: 0.0311898 | Time: 2274.95 ms [2022-03-21 19:48:11 main:574] : INFO : Epoch 1615 | loss: 0.0311796 | val_loss: 0.03119 | Time: 2287.25 ms [2022-03-21 19:48:13 main:574] : INFO : Epoch 1616 | loss: 0.0311798 | val_loss: 0.0311898 | Time: 2275.34 ms [2022-03-21 19:48:16 main:574] : INFO : Epoch 1617 | loss: 0.0311791 | val_loss: 0.0311873 | Time: 2321.96 ms [2022-03-21 19:48:18 main:574] : INFO : Epoch 1618 | loss: 0.0311791 | val_loss: 0.0311876 | Time: 2417.6 ms [2022-03-21 19:48:20 main:574] : INFO : Epoch 1619 | loss: 0.0311782 | val_loss: 0.0311915 | Time: 2307.97 ms [2022-03-21 19:48:23 main:574] : INFO : Epoch 1620 | loss: 0.0311761 | val_loss: 0.0311893 | Time: 2284 ms [2022-03-21 19:48:25 main:574] : INFO : Epoch 1621 | loss: 0.0311758 | val_loss: 0.0311896 | Time: 2319.7 ms [2022-03-21 19:48:27 main:574] : INFO : Epoch 1622 | loss: 0.0311748 | val_loss: 0.0311898 | Time: 2337.47 ms [2022-03-21 19:48:30 main:574] : INFO : Epoch 1623 | loss: 0.0311742 | val_loss: 0.0311931 | Time: 2328.02 ms [2022-03-21 19:48:32 main:574] : INFO : Epoch 1624 | loss: 0.0311737 | val_loss: 0.0311899 | Time: 2370.48 ms [2022-03-21 19:48:34 main:574] : INFO : Epoch 1625 | loss: 0.0311738 | val_loss: 0.0311895 | Time: 2366.41 ms [2022-03-21 19:48:37 main:574] : INFO : Epoch 1626 | loss: 0.0311771 | val_loss: 0.0311902 | Time: 2332.58 ms [2022-03-21 19:48:39 main:574] : INFO : Epoch 1627 | loss: 0.0311772 | val_loss: 0.0311896 | Time: 2316.59 ms [2022-03-21 19:48:41 main:574] : INFO : Epoch 1628 | loss: 0.0311738 | val_loss: 0.0311923 | Time: 2326.4 ms [2022-03-21 19:48:44 main:574] : INFO : Epoch 1629 | loss: 0.0311736 | val_loss: 0.0311906 | Time: 2387.56 ms [2022-03-21 19:48:46 main:574] : INFO : Epoch 1630 | loss: 0.0311733 | val_loss: 0.031191 | Time: 2393.61 ms [2022-03-21 19:48:48 main:574] : INFO : Epoch 1631 | loss: 0.0311731 | val_loss: 0.031189 | Time: 2328.09 ms [2022-03-21 19:48:51 main:574] : INFO : Epoch 1632 | loss: 0.0311725 | val_loss: 0.0311917 | Time: 2267.54 ms [2022-03-21 19:48:53 main:574] : INFO : Epoch 1633 | loss: 0.0311741 | val_loss: 0.0311947 | Time: 2304.59 ms [2022-03-21 19:48:55 main:574] : INFO : Epoch 1634 | loss: 0.0311741 | val_loss: 0.0311937 | Time: 2304.79 ms [2022-03-21 19:48:58 main:574] : INFO : Epoch 1635 | loss: 0.0311729 | val_loss: 0.0311907 | Time: 2306.77 ms [2022-03-21 19:49:00 main:574] : INFO : Epoch 1636 | loss: 0.0311719 | val_loss: 0.031189 | Time: 2339.82 ms [2022-03-21 19:49:02 main:574] : INFO : Epoch 1637 | loss: 0.0311733 | val_loss: 0.0311886 | Time: 2354.16 ms [2022-03-21 19:49:05 main:574] : INFO : Epoch 1638 | loss: 0.0311745 | val_loss: 0.0311887 | Time: 2332.39 ms [2022-03-21 19:49:07 main:574] : INFO : Epoch 1639 | loss: 0.0311752 | val_loss: 0.0311979 | Time: 2333.76 ms [2022-03-21 19:49:09 main:574] : INFO : Epoch 1640 | loss: 0.031175 | val_loss: 0.0311931 | Time: 2247.62 ms [2022-03-21 19:49:12 main:574] : INFO : Epoch 1641 | loss: 0.0311745 | val_loss: 0.0311897 | Time: 2347.11 ms [2022-03-21 19:49:14 main:574] : INFO : Epoch 1642 | loss: 0.0311722 | val_loss: 0.0311929 | Time: 2355.32 ms [2022-03-21 19:49:16 main:574] : INFO : Epoch 1643 | loss: 0.0311751 | val_loss: 0.0311969 | Time: 2277.12 ms [2022-03-21 19:49:19 main:574] : INFO : Epoch 1644 | loss: 0.0311824 | val_loss: 0.0312009 | Time: 2399.99 ms [2022-03-21 19:49:21 main:574] : INFO : Epoch 1645 | loss: 0.0312355 | val_loss: 0.0315673 | Time: 2294.1 ms [2022-03-21 19:49:23 main:574] : INFO : Epoch 1646 | loss: 0.0334812 | val_loss: 0.0321443 | Time: 2321.27 ms [2022-03-21 19:49:26 main:574] : INFO : Epoch 1647 | loss: 0.0320891 | val_loss: 0.0316414 | Time: 2337.65 ms [2022-03-21 19:49:28 main:574] : INFO : Epoch 1648 | loss: 0.0314257 | val_loss: 0.0313111 | Time: 2289.55 ms [2022-03-21 19:49:30 main:574] : INFO : Epoch 1649 | loss: 0.0312693 | val_loss: 0.0312503 | Time: 2293.23 ms [2022-03-21 19:49:33 main:574] : INFO : Epoch 1650 | loss: 0.0312405 | val_loss: 0.0312326 | Time: 2400.33 ms [2022-03-21 19:49:35 main:574] : INFO : Epoch 1651 | loss: 0.0312257 | val_loss: 0.0312219 | Time: 2309.95 ms [2022-03-21 19:49:37 main:574] : INFO : Epoch 1652 | loss: 0.0312133 | val_loss: 0.0312106 | Time: 2309.99 ms [2022-03-21 19:49:40 main:574] : INFO : Epoch 1653 | loss: 0.0312065 | val_loss: 0.0312085 | Time: 2318.23 ms [2022-03-21 19:49:42 main:574] : INFO : Epoch 1654 | loss: 0.0312065 | val_loss: 0.0312066 | Time: 2255.46 ms [2022-03-21 19:49:44 main:574] : INFO : Epoch 1655 | loss: 0.0312038 | val_loss: 0.0312047 | Time: 2320.52 ms [2022-03-21 19:49:46 main:574] : INFO : Epoch 1656 | loss: 0.0312032 | val_loss: 0.0312037 | Time: 2278.49 ms [2022-03-21 19:49:49 main:574] : INFO : Epoch 1657 | loss: 0.0312004 | val_loss: 0.0312029 | Time: 2363.51 ms [2022-03-21 19:49:51 main:574] : INFO : Epoch 1658 | loss: 0.0311997 | val_loss: 0.0312047 | Time: 2301.57 ms [2022-03-21 19:49:53 main:574] : INFO : Epoch 1659 | loss: 0.0311991 | val_loss: 0.0312017 | Time: 2313.96 ms [2022-03-21 19:49:56 main:574] : INFO : Epoch 1660 | loss: 0.0311981 | val_loss: 0.0312046 | Time: 2393.02 ms [2022-03-21 19:49:58 main:574] : INFO : Epoch 1661 | loss: 0.031198 | val_loss: 0.0312013 | Time: 2320.35 ms [2022-03-21 19:50:01 main:574] : INFO : Epoch 1662 | loss: 0.0311959 | val_loss: 0.0311996 | Time: 2340.65 ms [2022-03-21 19:50:03 main:574] : INFO : Epoch 1663 | loss: 0.0311971 | val_loss: 0.0312097 | Time: 2399.04 ms [2022-03-21 19:50:05 main:574] : INFO : Epoch 1664 | loss: 0.0311973 | val_loss: 0.0312011 | Time: 2337.12 ms [2022-03-21 19:50:08 main:574] : INFO : Epoch 1665 | loss: 0.0311961 | val_loss: 0.0312009 | Time: 2325.04 ms [2022-03-21 19:50:10 main:574] : INFO : Epoch 1666 | loss: 0.0311962 | val_loss: 0.0311988 | Time: 2335.93 ms [2022-03-21 19:50:12 main:574] : INFO : Epoch 1667 | loss: 0.0311934 | val_loss: 0.0311971 | Time: 2312.47 ms [2022-03-21 19:50:15 main:574] : INFO : Epoch 1668 | loss: 0.0311927 | val_loss: 0.0311964 | Time: 2284.81 ms [2022-03-21 19:50:17 main:574] : INFO : Epoch 1669 | loss: 0.0311931 | val_loss: 0.0311979 | Time: 2384.39 ms [2022-03-21 19:50:19 main:574] : INFO : Epoch 1670 | loss: 0.0311932 | val_loss: 0.031197 | Time: 2380.37 ms [2022-03-21 19:50:22 main:574] : INFO : Epoch 1671 | loss: 0.0311929 | val_loss: 0.031197 | Time: 2284.37 ms [2022-03-21 19:50:24 main:574] : INFO : Epoch 1672 | loss: 0.0311934 | val_loss: 0.0311984 | Time: 2291.31 ms [2022-03-21 19:50:26 main:574] : INFO : Epoch 1673 | loss: 0.0311933 | val_loss: 0.0311967 | Time: 2334.99 ms [2022-03-21 19:50:29 main:574] : INFO : Epoch 1674 | loss: 0.0311924 | val_loss: 0.0311972 | Time: 2342.03 ms [2022-03-21 19:50:31 main:574] : INFO : Epoch 1675 | loss: 0.031191 | val_loss: 0.0311975 | Time: 2401.47 ms [2022-03-21 19:50:33 main:574] : INFO : Epoch 1676 | loss: 0.0311924 | val_loss: 0.0311968 | Time: 2292.98 ms [2022-03-21 19:50:36 main:574] : INFO : Epoch 1677 | loss: 0.0311924 | val_loss: 0.0311984 | Time: 2309.66 ms [2022-03-21 19:50:38 main:574] : INFO : Epoch 1678 | loss: 0.0311913 | val_loss: 0.0311963 | Time: 2305.31 ms [2022-03-21 19:50:40 main:574] : INFO : Epoch 1679 | loss: 0.0311909 | val_loss: 0.0311966 | Time: 2345.13 ms [2022-03-21 19:50:43 main:574] : INFO : Epoch 1680 | loss: 0.0311917 | val_loss: 0.0311967 | Time: 2308.83 ms [2022-03-21 19:50:45 main:574] : INFO : Epoch 1681 | loss: 0.031192 | val_loss: 0.0311961 | Time: 2329.62 ms [2022-03-21 19:50:47 main:574] : INFO : Epoch 1682 | loss: 0.0311901 | val_loss: 0.0311965 | Time: 2374 ms [2022-03-21 19:50:50 main:574] : INFO : Epoch 1683 | loss: 0.0311897 | val_loss: 0.0311962 | Time: 2364.32 ms [2022-03-21 19:50:52 main:574] : INFO : Epoch 1684 | loss: 0.0311894 | val_loss: 0.0311973 | Time: 2321.84 ms [2022-03-21 19:50:54 main:574] : INFO : Epoch 1685 | loss: 0.0311894 | val_loss: 0.0311965 | Time: 2320.82 ms [2022-03-21 19:50:57 main:574] : INFO : Epoch 1686 | loss: 0.03119 | val_loss: 0.0311964 | Time: 2285.24 ms [2022-03-21 19:50:59 main:574] : INFO : Epoch 1687 | loss: 0.0311901 | val_loss: 0.0311966 | Time: 2324.89 ms [2022-03-21 19:51:01 main:574] : INFO : Epoch 1688 | loss: 0.0311888 | val_loss: 0.0311981 | Time: 2301.72 ms [2022-03-21 19:51:04 main:574] : INFO : Epoch 1689 | loss: 0.0311893 | val_loss: 0.0311988 | Time: 2298.46 ms [2022-03-21 19:51:06 main:574] : INFO : Epoch 1690 | loss: 0.0311907 | val_loss: 0.0311978 | Time: 2307.08 ms [2022-03-21 19:51:08 main:574] : INFO : Epoch 1691 | loss: 0.0311904 | val_loss: 0.0311988 | Time: 2283.39 ms [2022-03-21 19:51:10 main:574] : INFO : Epoch 1692 | loss: 0.0311915 | val_loss: 0.0311952 | Time: 2319.77 ms [2022-03-21 19:51:13 main:574] : INFO : Epoch 1693 | loss: 0.0311887 | val_loss: 0.0311963 | Time: 2337.62 ms [2022-03-21 19:51:15 main:574] : INFO : Epoch 1694 | loss: 0.0311892 | val_loss: 0.0311954 | Time: 2319.04 ms [2022-03-21 19:51:18 main:574] : INFO : Epoch 1695 | loss: 0.0311887 | val_loss: 0.0311959 | Time: 2358.82 ms [2022-03-21 19:51:20 main:574] : INFO : Epoch 1696 | loss: 0.0311888 | val_loss: 0.0311964 | Time: 2322.04 ms [2022-03-21 19:51:22 main:574] : INFO : Epoch 1697 | loss: 0.0311888 | val_loss: 0.0311953 | Time: 2299.66 ms [2022-03-21 19:51:24 main:574] : INFO : Epoch 1698 | loss: 0.0311881 | val_loss: 0.031196 | Time: 2323.89 ms [2022-03-21 19:51:27 main:574] : INFO : Epoch 1699 | loss: 0.03119 | val_loss: 0.0311963 | Time: 2286.76 ms [2022-03-21 19:51:29 main:574] : INFO : Epoch 1700 | loss: 0.0311903 | val_loss: 0.0312008 | Time: 2323.37 ms [2022-03-21 19:51:31 main:574] : INFO : Epoch 1701 | loss: 0.0311904 | val_loss: 0.0311961 | Time: 2386.96 ms [2022-03-21 19:51:34 main:574] : INFO : Epoch 1702 | loss: 0.0311882 | val_loss: 0.0311971 | Time: 2319.98 ms [2022-03-21 19:51:36 main:574] : INFO : Epoch 1703 | loss: 0.0311876 | val_loss: 0.031197 | Time: 2309.67 ms [2022-03-21 19:51:38 main:574] : INFO : Epoch 1704 | loss: 0.0311874 | val_loss: 0.0311969 | Time: 2298.49 ms [2022-03-21 19:51:41 main:574] : INFO : Epoch 1705 | loss: 0.0311891 | val_loss: 0.0312008 | Time: 2322.42 ms [2022-03-21 19:51:43 main:574] : INFO : Epoch 1706 | loss: 0.03119 | val_loss: 0.0311976 | Time: 2263.06 ms [2022-03-21 19:51:45 main:574] : INFO : Epoch 1707 | loss: 0.0311926 | val_loss: 0.0311977 | Time: 2275.38 ms [2022-03-21 19:51:48 main:574] : INFO : Epoch 1708 | loss: 0.0311911 | val_loss: 0.0311954 | Time: 2318.97 ms [2022-03-21 19:51:50 main:574] : INFO : Epoch 1709 | loss: 0.03119 | val_loss: 0.031197 | Time: 2318.59 ms [2022-03-21 19:51:52 main:574] : INFO : Epoch 1710 | loss: 0.0311894 | val_loss: 0.0311985 | Time: 2307.34 ms [2022-03-21 19:51:55 main:574] : INFO : Epoch 1711 | loss: 0.0311892 | val_loss: 0.0311983 | Time: 2322.77 ms [2022-03-21 19:51:57 main:574] : INFO : Epoch 1712 | loss: 0.0311901 | val_loss: 0.0311967 | Time: 2307.81 ms [2022-03-21 19:51:59 main:574] : INFO : Epoch 1713 | loss: 0.0311887 | val_loss: 0.0311965 | Time: 2338.84 ms [2022-03-21 19:52:02 main:574] : INFO : Epoch 1714 | loss: 0.0311871 | val_loss: 0.0311968 | Time: 2373.9 ms [2022-03-21 19:52:04 main:574] : INFO : Epoch 1715 | loss: 0.0311874 | val_loss: 0.0311976 | Time: 2349.49 ms [2022-03-21 19:52:06 main:574] : INFO : Epoch 1716 | loss: 0.0311875 | val_loss: 0.0311979 | Time: 2269.38 ms [2022-03-21 19:52:09 main:574] : INFO : Epoch 1717 | loss: 0.0311884 | val_loss: 0.031197 | Time: 2318.39 ms [2022-03-21 19:52:11 main:574] : INFO : Epoch 1718 | loss: 0.0311875 | val_loss: 0.0311976 | Time: 2328.88 ms [2022-03-21 19:52:13 main:574] : INFO : Epoch 1719 | loss: 0.0311867 | val_loss: 0.0311969 | Time: 2285.24 ms [2022-03-21 19:52:16 main:574] : INFO : Epoch 1720 | loss: 0.0311859 | val_loss: 0.0311974 | Time: 2282.16 ms [2022-03-21 19:52:18 main:574] : INFO : Epoch 1721 | loss: 0.0311855 | val_loss: 0.0311973 | Time: 2400.54 ms [2022-03-21 19:52:20 main:574] : INFO : Epoch 1722 | loss: 0.0311855 | val_loss: 0.0311971 | Time: 2336.67 ms [2022-03-21 19:52:23 main:574] : INFO : Epoch 1723 | loss: 0.0311867 | val_loss: 0.0311972 | Time: 2350.29 ms [2022-03-21 19:52:25 main:574] : INFO : Epoch 1724 | loss: 0.0311864 | val_loss: 0.0311979 | Time: 2338.74 ms [2022-03-21 19:52:27 main:574] : INFO : Epoch 1725 | loss: 0.0311858 | val_loss: 0.0311985 | Time: 2276.04 ms [2022-03-21 19:52:30 main:574] : INFO : Epoch 1726 | loss: 0.0311877 | val_loss: 0.0312049 | Time: 2268.34 ms [2022-03-21 19:52:32 main:574] : INFO : Epoch 1727 | loss: 0.0311887 | val_loss: 0.0312009 | Time: 2319 ms [2022-03-21 19:52:34 main:574] : INFO : Epoch 1728 | loss: 0.031188 | val_loss: 0.0311967 | Time: 2350.47 ms [2022-03-21 19:52:37 main:574] : INFO : Epoch 1729 | loss: 0.0311858 | val_loss: 0.0311976 | Time: 2314.64 ms [2022-03-21 19:52:39 main:574] : INFO : Epoch 1730 | loss: 0.0311866 | val_loss: 0.0312009 | Time: 2309.86 ms [2022-03-21 19:52:41 main:574] : INFO : Epoch 1731 | loss: 0.0311883 | val_loss: 0.0311994 | Time: 2327.95 ms [2022-03-21 19:52:44 main:574] : INFO : Epoch 1732 | loss: 0.0311873 | val_loss: 0.0311988 | Time: 2327.98 ms [2022-03-21 19:52:46 main:574] : INFO : Epoch 1733 | loss: 0.0311879 | val_loss: 0.0311972 | Time: 2335.16 ms [2022-03-21 19:52:48 main:574] : INFO : Epoch 1734 | loss: 0.0311873 | val_loss: 0.0311964 | Time: 2357.45 ms [2022-03-21 19:52:51 main:574] : INFO : Epoch 1735 | loss: 0.0311882 | val_loss: 0.0311962 | Time: 2333.31 ms [2022-03-21 19:52:53 main:574] : INFO : Epoch 1736 | loss: 0.0311867 | val_loss: 0.031197 | Time: 2279.79 ms [2022-03-21 19:52:55 main:574] : INFO : Epoch 1737 | loss: 0.0311864 | val_loss: 0.0311969 | Time: 2307.54 ms [2022-03-21 19:52:57 main:574] : INFO : Epoch 1738 | loss: 0.0311881 | val_loss: 0.0311961 | Time: 2274.36 ms [2022-03-21 19:53:00 main:574] : INFO : Epoch 1739 | loss: 0.0311875 | val_loss: 0.0311947 | Time: 2278.23 ms [2022-03-21 19:53:02 main:574] : INFO : Epoch 1740 | loss: 0.0311868 | val_loss: 0.0311971 | Time: 2322.82 ms [2022-03-21 19:53:04 main:574] : INFO : Epoch 1741 | loss: 0.0311891 | val_loss: 0.0311982 | Time: 2425.18 ms [2022-03-21 19:53:07 main:574] : INFO : Epoch 1742 | loss: 0.031191 | val_loss: 0.0311976 | Time: 2259.55 ms [2022-03-21 19:53:09 main:574] : INFO : Epoch 1743 | loss: 0.0311882 | val_loss: 0.0312013 | Time: 2250.63 ms [2022-03-21 19:53:11 main:574] : INFO : Epoch 1744 | loss: 0.0311888 | val_loss: 0.0311977 | Time: 2329.23 ms [2022-03-21 19:53:14 main:574] : INFO : Epoch 1745 | loss: 0.031188 | val_loss: 0.0311957 | Time: 2354.09 ms [2022-03-21 19:53:16 main:574] : INFO : Epoch 1746 | loss: 0.0311872 | val_loss: 0.0311946 | Time: 2302.83 ms [2022-03-21 19:53:18 main:574] : INFO : Epoch 1747 | loss: 0.0311862 | val_loss: 0.0311945 | Time: 2361.27 ms [2022-03-21 19:53:21 main:574] : INFO : Epoch 1748 | loss: 0.031187 | val_loss: 0.0311971 | Time: 2367.81 ms [2022-03-21 19:53:23 main:574] : INFO : Epoch 1749 | loss: 0.0311871 | val_loss: 0.0311957 | Time: 2299.87 ms [2022-03-21 19:53:25 main:574] : INFO : Epoch 1750 | loss: 0.0311872 | val_loss: 0.031194 | Time: 2298.94 ms [2022-03-21 19:53:28 main:574] : INFO : Epoch 1751 | loss: 0.0311877 | val_loss: 0.0311961 | Time: 2296.1 ms [2022-03-21 19:53:30 main:574] : INFO : Epoch 1752 | loss: 0.0311871 | val_loss: 0.0311941 | Time: 2319.5 ms [2022-03-21 19:53:32 main:574] : INFO : Epoch 1753 | loss: 0.0311867 | val_loss: 0.031194 | Time: 2310.86 ms [2022-03-21 19:53:35 main:574] : INFO : Epoch 1754 | loss: 0.0311879 | val_loss: 0.0311988 | Time: 2361.43 ms [2022-03-21 19:53:37 main:574] : INFO : Epoch 1755 | loss: 0.0311878 | val_loss: 0.0311982 | Time: 2380.75 ms [2022-03-21 19:53:39 main:574] : INFO : Epoch 1756 | loss: 0.0311863 | val_loss: 0.0311952 | Time: 2340.28 ms [2022-03-21 19:53:42 main:574] : INFO : Epoch 1757 | loss: 0.0311868 | val_loss: 0.0311963 | Time: 2311.38 ms [2022-03-21 19:53:44 main:574] : INFO : Epoch 1758 | loss: 0.0311869 | val_loss: 0.0311978 | Time: 2354.21 ms [2022-03-21 19:53:46 main:574] : INFO : Epoch 1759 | loss: 0.0311863 | val_loss: 0.0311977 | Time: 2326.64 ms [2022-03-21 19:53:49 main:574] : INFO : Epoch 1760 | loss: 0.031187 | val_loss: 0.0311981 | Time: 2381.5 ms [2022-03-21 19:53:51 main:574] : INFO : Epoch 1761 | loss: 0.0311886 | val_loss: 0.0311975 | Time: 2322.49 ms [2022-03-21 19:53:53 main:574] : INFO : Epoch 1762 | loss: 0.0311879 | val_loss: 0.0311972 | Time: 2280.3 ms [2022-03-21 19:53:56 main:574] : INFO : Epoch 1763 | loss: 0.0311869 | val_loss: 0.0311962 | Time: 2326.4 ms [2022-03-21 19:53:58 main:574] : INFO : Epoch 1764 | loss: 0.0311877 | val_loss: 0.0311948 | Time: 2305.34 ms [2022-03-21 19:54:00 main:574] : INFO : Epoch 1765 | loss: 0.0311877 | val_loss: 0.0311957 | Time: 2306.18 ms [2022-03-21 19:54:03 main:574] : INFO : Epoch 1766 | loss: 0.0311872 | val_loss: 0.031198 | Time: 2371.12 ms [2022-03-21 19:54:05 main:574] : INFO : Epoch 1767 | loss: 0.0311885 | val_loss: 0.031195 | Time: 2368.74 ms [2022-03-21 19:54:07 main:574] : INFO : Epoch 1768 | loss: 0.0311911 | val_loss: 0.0311999 | Time: 2273.76 ms [2022-03-21 19:54:10 main:574] : INFO : Epoch 1769 | loss: 0.031198 | val_loss: 0.0311997 | Time: 2314.77 ms [2022-03-21 19:54:12 main:574] : INFO : Epoch 1770 | loss: 0.0311954 | val_loss: 0.0311994 | Time: 2315.13 ms [2022-03-21 19:54:14 main:574] : INFO : Epoch 1771 | loss: 0.0311944 | val_loss: 0.0311975 | Time: 2356.95 ms [2022-03-21 19:54:17 main:574] : INFO : Epoch 1772 | loss: 0.0311927 | val_loss: 0.0311965 | Time: 2332.94 ms [2022-03-21 19:54:19 main:574] : INFO : Epoch 1773 | loss: 0.031191 | val_loss: 0.0311973 | Time: 2357.04 ms [2022-03-21 19:54:21 main:574] : INFO : Epoch 1774 | loss: 0.0311917 | val_loss: 0.0311955 | Time: 2312.3 ms [2022-03-21 19:54:24 main:574] : INFO : Epoch 1775 | loss: 0.0311913 | val_loss: 0.0311944 | Time: 2295.07 ms [2022-03-21 19:54:26 main:574] : INFO : Epoch 1776 | loss: 0.031189 | val_loss: 0.0311954 | Time: 2317.73 ms [2022-03-21 19:54:28 main:574] : INFO : Epoch 1777 | loss: 0.0311887 | val_loss: 0.0311958 | Time: 2299.05 ms [2022-03-21 19:54:31 main:574] : INFO : Epoch 1778 | loss: 0.0311886 | val_loss: 0.0311959 | Time: 2332.23 ms [2022-03-21 19:54:33 main:574] : INFO : Epoch 1779 | loss: 0.0311884 | val_loss: 0.0311953 | Time: 2392.81 ms [2022-03-21 19:54:35 main:574] : INFO : Epoch 1780 | loss: 0.0311884 | val_loss: 0.0311962 | Time: 2373.14 ms [2022-03-21 19:54:38 main:574] : INFO : Epoch 1781 | loss: 0.0311882 | val_loss: 0.0311947 | Time: 2303.16 ms [2022-03-21 19:54:40 main:574] : INFO : Epoch 1782 | loss: 0.0311892 | val_loss: 0.0311965 | Time: 2316.55 ms [2022-03-21 19:54:42 main:574] : INFO : Epoch 1783 | loss: 0.0311897 | val_loss: 0.031195 | Time: 2271.6 ms [2022-03-21 19:54:45 main:574] : INFO : Epoch 1784 | loss: 0.0311889 | val_loss: 0.0311964 | Time: 2333.94 ms [2022-03-21 19:54:47 main:574] : INFO : Epoch 1785 | loss: 0.0311886 | val_loss: 0.0312026 | Time: 2305.87 ms [2022-03-21 19:54:49 main:574] : INFO : Epoch 1786 | loss: 0.0311897 | val_loss: 0.0311962 | Time: 2367.32 ms [2022-03-21 19:54:52 main:574] : INFO : Epoch 1787 | loss: 0.031189 | val_loss: 0.0311953 | Time: 2254.02 ms [2022-03-21 19:54:54 main:574] : INFO : Epoch 1788 | loss: 0.0311879 | val_loss: 0.0311964 | Time: 2311.24 ms [2022-03-21 19:54:56 main:574] : INFO : Epoch 1789 | loss: 0.0311892 | val_loss: 0.0312014 | Time: 2299.34 ms [2022-03-21 19:54:59 main:574] : INFO : Epoch 1790 | loss: 0.0311875 | val_loss: 0.0311942 | Time: 2275.94 ms [2022-03-21 19:55:01 main:574] : INFO : Epoch 1791 | loss: 0.0311864 | val_loss: 0.0311943 | Time: 2304.61 ms [2022-03-21 19:55:03 main:574] : INFO : Epoch 1792 | loss: 0.0311871 | val_loss: 0.0311947 | Time: 2332.13 ms [2022-03-21 19:55:06 main:574] : INFO : Epoch 1793 | loss: 0.0311874 | val_loss: 0.0311944 | Time: 2358.87 ms [2022-03-21 19:55:08 main:574] : INFO : Epoch 1794 | loss: 0.0311876 | val_loss: 0.0311933 | Time: 2280.5 ms [2022-03-21 19:55:10 main:574] : INFO : Epoch 1795 | loss: 0.0311869 | val_loss: 0.0311927 | Time: 2334.88 ms [2022-03-21 19:55:12 main:574] : INFO : Epoch 1796 | loss: 0.0311872 | val_loss: 0.0311938 | Time: 2293.86 ms [2022-03-21 19:55:15 main:574] : INFO : Epoch 1797 | loss: 0.0311866 | val_loss: 0.0311953 | Time: 2272.86 ms [2022-03-21 19:55:17 main:574] : INFO : Epoch 1798 | loss: 0.0311858 | val_loss: 0.0311938 | Time: 2304.91 ms [2022-03-21 19:55:19 main:574] : INFO : Epoch 1799 | loss: 0.0311861 | val_loss: 0.0311937 | Time: 2304.63 ms [2022-03-21 19:55:22 main:574] : INFO : Epoch 1800 | loss: 0.0311868 | val_loss: 0.0311956 | Time: 2298.53 ms [2022-03-21 19:55:24 main:574] : INFO : Epoch 1801 | loss: 0.0311855 | val_loss: 0.0311956 | Time: 2283.28 ms [2022-03-21 19:55:26 main:574] : INFO : Epoch 1802 | loss: 0.0311906 | val_loss: 0.0311946 | Time: 2310.47 ms [2022-03-21 19:55:29 main:574] : INFO : Epoch 1803 | loss: 0.0311913 | val_loss: 0.0311944 | Time: 2293.47 ms [2022-03-21 19:55:31 main:574] : INFO : Epoch 1804 | loss: 0.0311894 | val_loss: 0.0311947 | Time: 2279.9 ms [2022-03-21 19:55:33 main:574] : INFO : Epoch 1805 | loss: 0.0311907 | val_loss: 0.031193 | Time: 2342.21 ms [2022-03-21 19:55:36 main:574] : INFO : Epoch 1806 | loss: 0.0311883 | val_loss: 0.0311934 | Time: 2301.42 ms [2022-03-21 19:55:38 main:574] : INFO : Epoch 1807 | loss: 0.0311872 | val_loss: 0.0311915 | Time: 2304.42 ms [2022-03-21 19:55:40 main:574] : INFO : Epoch 1808 | loss: 0.0311875 | val_loss: 0.0311933 | Time: 2323.43 ms [2022-03-21 19:55:42 main:574] : INFO : Epoch 1809 | loss: 0.0311868 | val_loss: 0.0311923 | Time: 2286.1 ms [2022-03-21 19:55:45 main:574] : INFO : Epoch 1810 | loss: 0.0311886 | val_loss: 0.0311916 | Time: 2302.79 ms [2022-03-21 19:55:47 main:574] : INFO : Epoch 1811 | loss: 0.031188 | val_loss: 0.0311917 | Time: 2262.16 ms [2022-03-21 19:55:49 main:574] : INFO : Epoch 1812 | loss: 0.0311875 | val_loss: 0.031191 | Time: 2299.05 ms [2022-03-21 19:55:52 main:574] : INFO : Epoch 1813 | loss: 0.0311866 | val_loss: 0.0311928 | Time: 2319.74 ms [2022-03-21 19:55:54 main:574] : INFO : Epoch 1814 | loss: 0.0311874 | val_loss: 0.0311925 | Time: 2324.17 ms [2022-03-21 19:55:56 main:574] : INFO : Epoch 1815 | loss: 0.0311853 | val_loss: 0.0311935 | Time: 2305.67 ms [2022-03-21 19:55:59 main:574] : INFO : Epoch 1816 | loss: 0.0311856 | val_loss: 0.0311921 | Time: 2324.01 ms [2022-03-21 19:56:01 main:574] : INFO : Epoch 1817 | loss: 0.0311865 | val_loss: 0.0311914 | Time: 2310.31 ms [2022-03-21 19:56:03 main:574] : INFO : Epoch 1818 | loss: 0.0311868 | val_loss: 0.0311912 | Time: 2293.55 ms [2022-03-21 19:56:06 main:574] : INFO : Epoch 1819 | loss: 0.0311847 | val_loss: 0.0311868 | Time: 2350.88 ms [2022-03-21 19:56:08 main:574] : INFO : Epoch 1820 | loss: 0.0311823 | val_loss: 0.0311876 | Time: 2332.51 ms [2022-03-21 19:56:10 main:574] : INFO : Epoch 1821 | loss: 0.0311815 | val_loss: 0.0311867 | Time: 2335.45 ms [2022-03-21 19:56:13 main:574] : INFO : Epoch 1822 | loss: 0.0311809 | val_loss: 0.0311861 | Time: 2299.79 ms [2022-03-21 19:56:15 main:574] : INFO : Epoch 1823 | loss: 0.0311821 | val_loss: 0.0311938 | Time: 2304.69 ms [2022-03-21 19:56:17 main:574] : INFO : Epoch 1824 | loss: 0.031179 | val_loss: 0.0311848 | Time: 2321.37 ms [2022-03-21 19:56:20 main:574] : INFO : Epoch 1825 | loss: 0.0311766 | val_loss: 0.0311865 | Time: 2295.24 ms [2022-03-21 19:56:22 main:574] : INFO : Epoch 1826 | loss: 0.0311763 | val_loss: 0.0311835 | Time: 2406.7 ms [2022-03-21 19:56:24 main:574] : INFO : Epoch 1827 | loss: 0.0311765 | val_loss: 0.0311858 | Time: 2300.72 ms [2022-03-21 19:56:27 main:574] : INFO : Epoch 1828 | loss: 0.0311774 | val_loss: 0.031191 | Time: 2316.49 ms [2022-03-21 19:56:29 main:574] : INFO : Epoch 1829 | loss: 0.0311792 | val_loss: 0.0311848 | Time: 2284.72 ms [2022-03-21 19:56:31 main:574] : INFO : Epoch 1830 | loss: 0.0311756 | val_loss: 0.031185 | Time: 2291.29 ms [2022-03-21 19:56:33 main:574] : INFO : Epoch 1831 | loss: 0.0311764 | val_loss: 0.0311851 | Time: 2299.81 ms [2022-03-21 19:56:36 main:574] : INFO : Epoch 1832 | loss: 0.0311761 | val_loss: 0.0311847 | Time: 2374.54 ms [2022-03-21 19:56:38 main:574] : INFO : Epoch 1833 | loss: 0.0311755 | val_loss: 0.0311836 | Time: 2291.25 ms [2022-03-21 19:56:40 main:574] : INFO : Epoch 1834 | loss: 0.0311746 | val_loss: 0.0311835 | Time: 2294.18 ms [2022-03-21 19:56:43 main:574] : INFO : Epoch 1835 | loss: 0.0311737 | val_loss: 0.0311839 | Time: 2333.23 ms [2022-03-21 19:56:45 main:574] : INFO : Epoch 1836 | loss: 0.0311738 | val_loss: 0.031184 | Time: 2313.98 ms [2022-03-21 19:56:47 main:574] : INFO : Epoch 1837 | loss: 0.031177 | val_loss: 0.0311913 | Time: 2274.84 ms [2022-03-21 19:56:50 main:574] : INFO : Epoch 1838 | loss: 0.0311772 | val_loss: 0.0311844 | Time: 2251.89 ms [2022-03-21 19:56:52 main:574] : INFO : Epoch 1839 | loss: 0.0311733 | val_loss: 0.031184 | Time: 2317.64 ms [2022-03-21 19:56:54 main:574] : INFO : Epoch 1840 | loss: 0.0311774 | val_loss: 0.0311869 | Time: 2388.42 ms [2022-03-21 19:56:57 main:574] : INFO : Epoch 1841 | loss: 0.0311774 | val_loss: 0.0311839 | Time: 2352.07 ms [2022-03-21 19:56:59 main:574] : INFO : Epoch 1842 | loss: 0.0311789 | val_loss: 0.031184 | Time: 2249.58 ms [2022-03-21 19:57:01 main:574] : INFO : Epoch 1843 | loss: 0.0311789 | val_loss: 0.0311852 | Time: 2305.26 ms [2022-03-21 19:57:04 main:574] : INFO : Epoch 1844 | loss: 0.0311743 | val_loss: 0.0311845 | Time: 2295.95 ms [2022-03-21 19:57:06 main:574] : INFO : Epoch 1845 | loss: 0.031176 | val_loss: 0.0311884 | Time: 2320.75 ms [2022-03-21 19:57:08 main:574] : INFO : Epoch 1846 | loss: 0.0311822 | val_loss: 0.0311932 | Time: 2373.52 ms [2022-03-21 19:57:11 main:574] : INFO : Epoch 1847 | loss: 0.0311783 | val_loss: 0.0311885 | Time: 2348.1 ms [2022-03-21 19:57:13 main:574] : INFO : Epoch 1848 | loss: 0.0311789 | val_loss: 0.0311855 | Time: 2302.66 ms [2022-03-21 19:57:15 main:574] : INFO : Epoch 1849 | loss: 0.0311755 | val_loss: 0.0311883 | Time: 2329.78 ms [2022-03-21 19:57:18 main:574] : INFO : Epoch 1850 | loss: 0.0311746 | val_loss: 0.0311858 | Time: 2254.75 ms [2022-03-21 19:57:20 main:574] : INFO : Epoch 1851 | loss: 0.031176 | val_loss: 0.0311896 | Time: 2316.85 ms [2022-03-21 19:57:22 main:574] : INFO : Epoch 1852 | loss: 0.0311743 | val_loss: 0.0311828 | Time: 2297.21 ms [2022-03-21 19:57:25 main:574] : INFO : Epoch 1853 | loss: 0.0311738 | val_loss: 0.0311857 | Time: 2429.04 ms [2022-03-21 19:57:27 main:574] : INFO : Epoch 1854 | loss: 0.0311752 | val_loss: 0.0311857 | Time: 2314.48 ms [2022-03-21 19:57:29 main:574] : INFO : Epoch 1855 | loss: 0.0311739 | val_loss: 0.0311848 | Time: 2309.52 ms [2022-03-21 19:57:32 main:574] : INFO : Epoch 1856 | loss: 0.0311722 | val_loss: 0.0311841 | Time: 2369.88 ms [2022-03-21 19:57:34 main:574] : INFO : Epoch 1857 | loss: 0.0311735 | val_loss: 0.0311903 | Time: 2314.88 ms [2022-03-21 19:57:36 main:574] : INFO : Epoch 1858 | loss: 0.0311785 | val_loss: 0.0311835 | Time: 2329.9 ms [2022-03-21 19:57:39 main:574] : INFO : Epoch 1859 | loss: 0.031173 | val_loss: 0.0311852 | Time: 2363.58 ms [2022-03-21 19:57:41 main:574] : INFO : Epoch 1860 | loss: 0.0311733 | val_loss: 0.0311884 | Time: 2329.33 ms [2022-03-21 19:57:43 main:574] : INFO : Epoch 1861 | loss: 0.0311743 | val_loss: 0.0311848 | Time: 2323.08 ms [2022-03-21 19:57:46 main:574] : INFO : Epoch 1862 | loss: 0.0311729 | val_loss: 0.0311847 | Time: 2275.21 ms [2022-03-21 19:57:48 main:574] : INFO : Epoch 1863 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 2338.43 ms [2022-03-21 19:57:50 main:574] : INFO : Epoch 1864 | loss: 0.0311714 | val_loss: 0.0311823 | Time: 2308.88 ms [2022-03-21 19:57:53 main:574] : INFO : Epoch 1865 | loss: 0.0311715 | val_loss: 0.0311835 | Time: 2352.08 ms [2022-03-21 19:57:55 main:574] : INFO : Epoch 1866 | loss: 0.0311734 | val_loss: 0.0311843 | Time: 2367.18 ms [2022-03-21 19:57:57 main:574] : INFO : Epoch 1867 | loss: 0.031173 | val_loss: 0.0311851 | Time: 2299 ms [2022-03-21 19:58:00 main:574] : INFO : Epoch 1868 | loss: 0.0311772 | val_loss: 0.0311898 | Time: 2244.34 ms [2022-03-21 19:58:02 main:574] : INFO : Epoch 1869 | loss: 0.031177 | val_loss: 0.0311879 | Time: 2322.21 ms [2022-03-21 19:58:04 main:574] : INFO : Epoch 1870 | loss: 0.0311737 | val_loss: 0.0311861 | Time: 2294.97 ms [2022-03-21 19:58:06 main:574] : INFO : Epoch 1871 | loss: 0.031174 | val_loss: 0.0311862 | Time: 2299.65 ms [2022-03-21 19:58:09 main:574] : INFO : Epoch 1872 | loss: 0.0311721 | val_loss: 0.0311853 | Time: 2378.37 ms [2022-03-21 19:58:11 main:574] : INFO : Epoch 1873 | loss: 0.031173 | val_loss: 0.0311885 | Time: 2350 ms [2022-03-21 19:58:14 main:574] : INFO : Epoch 1874 | loss: 0.0311721 | val_loss: 0.0311848 | Time: 2313.53 ms [2022-03-21 19:58:16 main:574] : INFO : Epoch 1875 | loss: 0.0311713 | val_loss: 0.0311851 | Time: 2289.36 ms [2022-03-21 19:58:18 main:574] : INFO : Epoch 1876 | loss: 0.0311714 | val_loss: 0.0311868 | Time: 2296.15 ms [2022-03-21 19:58:21 main:574] : INFO : Epoch 1877 | loss: 0.0311758 | val_loss: 0.0311906 | Time: 2362.33 ms [2022-03-21 19:58:23 main:574] : INFO : Epoch 1878 | loss: 0.0311735 | val_loss: 0.0311842 | Time: 2369.75 ms [2022-03-21 19:58:25 main:574] : INFO : Epoch 1879 | loss: 0.0311711 | val_loss: 0.0311836 | Time: 2408.7 ms [2022-03-21 19:58:28 main:574] : INFO : Epoch 1880 | loss: 0.0311706 | val_loss: 0.0311835 | Time: 2320.86 ms [2022-03-21 19:58:30 main:574] : INFO : Epoch 1881 | loss: 0.0311702 | val_loss: 0.0311844 | Time: 2306.97 ms [2022-03-21 19:58:32 main:574] : INFO : Epoch 1882 | loss: 0.0311725 | val_loss: 0.0311871 | Time: 2333.82 ms [2022-03-21 19:58:35 main:574] : INFO : Epoch 1883 | loss: 0.031174 | val_loss: 0.0311875 | Time: 2331.56 ms [2022-03-21 19:58:37 main:574] : INFO : Epoch 1884 | loss: 0.0311745 | val_loss: 0.0311835 | Time: 2406.71 ms [2022-03-21 19:58:39 main:574] : INFO : Epoch 1885 | loss: 0.0311777 | val_loss: 0.031185 | Time: 2320.05 ms [2022-03-21 19:58:42 main:574] : INFO : Epoch 1886 | loss: 0.031178 | val_loss: 0.0311866 | Time: 2295.19 ms [2022-03-21 19:58:44 main:574] : INFO : Epoch 1887 | loss: 0.0311772 | val_loss: 0.031187 | Time: 2341.84 ms [2022-03-21 19:58:46 main:574] : INFO : Epoch 1888 | loss: 0.0311765 | val_loss: 0.0311851 | Time: 2284.34 ms [2022-03-21 19:58:49 main:574] : INFO : Epoch 1889 | loss: 0.03118 | val_loss: 0.0311828 | Time: 2288.12 ms [2022-03-21 19:58:51 main:574] : INFO : Epoch 1890 | loss: 0.0311766 | val_loss: 0.0311824 | Time: 2302.24 ms [2022-03-21 19:58:53 main:574] : INFO : Epoch 1891 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 2394.2 ms [2022-03-21 19:58:56 main:574] : INFO : Epoch 1892 | loss: 0.0311758 | val_loss: 0.0311845 | Time: 2338.68 ms [2022-03-21 19:58:58 main:574] : INFO : Epoch 1893 | loss: 0.031176 | val_loss: 0.0311855 | Time: 2315.84 ms [2022-03-21 19:59:00 main:574] : INFO : Epoch 1894 | loss: 0.0311758 | val_loss: 0.031188 | Time: 2342.52 ms [2022-03-21 19:59:03 main:574] : INFO : Epoch 1895 | loss: 0.0311775 | val_loss: 0.0311853 | Time: 2323.81 ms [2022-03-21 19:59:05 main:574] : INFO : Epoch 1896 | loss: 0.0311767 | val_loss: 0.0311852 | Time: 2257.67 ms [2022-03-21 19:59:07 main:574] : INFO : Epoch 1897 | loss: 0.0311748 | val_loss: 0.0311825 | Time: 2388.75 ms [2022-03-21 19:59:10 main:574] : INFO : Epoch 1898 | loss: 0.0311779 | val_loss: 0.0311874 | Time: 2329.52 ms [2022-03-21 19:59:12 main:574] : INFO : Epoch 1899 | loss: 0.0311748 | val_loss: 0.0311828 | Time: 2301.79 ms [2022-03-21 19:59:14 main:574] : INFO : Epoch 1900 | loss: 0.0311745 | val_loss: 0.0311841 | Time: 2324.41 ms [2022-03-21 19:59:17 main:574] : INFO : Epoch 1901 | loss: 0.0311728 | val_loss: 0.0311881 | Time: 2321.59 ms [2022-03-21 19:59:19 main:574] : INFO : Epoch 1902 | loss: 0.0311732 | val_loss: 0.031185 | Time: 2345.07 ms [2022-03-21 19:59:21 main:574] : INFO : Epoch 1903 | loss: 0.0311727 | val_loss: 0.0311833 | Time: 2330.67 ms [2022-03-21 19:59:24 main:574] : INFO : Epoch 1904 | loss: 0.0311727 | val_loss: 0.0311829 | Time: 2360.95 ms [2022-03-21 19:59:26 main:574] : INFO : Epoch 1905 | loss: 0.0311711 | val_loss: 0.0311839 | Time: 2343.26 ms [2022-03-21 19:59:28 main:574] : INFO : Epoch 1906 | loss: 0.0311727 | val_loss: 0.0311851 | Time: 2303.31 ms [2022-03-21 19:59:31 main:574] : INFO : Epoch 1907 | loss: 0.0311708 | val_loss: 0.0311837 | Time: 2326.68 ms [2022-03-21 19:59:33 main:574] : INFO : Epoch 1908 | loss: 0.0311701 | val_loss: 0.0311838 | Time: 2272.22 ms [2022-03-21 19:59:35 main:574] : INFO : Epoch 1909 | loss: 0.0311716 | val_loss: 0.0311838 | Time: 2291.87 ms [2022-03-21 19:59:38 main:574] : INFO : Epoch 1910 | loss: 0.0311715 | val_loss: 0.0311845 | Time: 2338.71 ms [2022-03-21 19:59:40 main:574] : INFO : Epoch 1911 | loss: 0.0311705 | val_loss: 0.0311879 | Time: 2326.78 ms [2022-03-21 19:59:42 main:574] : INFO : Epoch 1912 | loss: 0.0311703 | val_loss: 0.031186 | Time: 2310.67 ms [2022-03-21 19:59:44 main:574] : INFO : Epoch 1913 | loss: 0.031171 | val_loss: 0.0311827 | Time: 2274.14 ms [2022-03-21 19:59:47 main:574] : INFO : Epoch 1914 | loss: 0.0311701 | val_loss: 0.0311821 | Time: 2337.11 ms [2022-03-21 19:59:49 main:574] : INFO : Epoch 1915 | loss: 0.0311708 | val_loss: 0.0311845 | Time: 2300.79 ms [2022-03-21 19:59:51 main:574] : INFO : Epoch 1916 | loss: 0.0311699 | val_loss: 0.031183 | Time: 2308.56 ms [2022-03-21 19:59:54 main:574] : INFO : Epoch 1917 | loss: 0.0311695 | val_loss: 0.031187 | Time: 2388.96 ms [2022-03-21 19:59:56 main:574] : INFO : Epoch 1918 | loss: 0.0311695 | val_loss: 0.0311834 | Time: 2336.5 ms [2022-03-21 19:59:59 main:574] : INFO : Epoch 1919 | loss: 0.031171 | val_loss: 0.0311808 | Time: 2306.3 ms [2022-03-21 20:00:01 main:574] : INFO : Epoch 1920 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 2305.63 ms [2022-03-21 20:00:03 main:574] : INFO : Epoch 1921 | loss: 0.0311707 | val_loss: 0.031181 | Time: 2324.23 ms [2022-03-21 20:00:05 main:574] : INFO : Epoch 1922 | loss: 0.0311704 | val_loss: 0.0311811 | Time: 2329.19 ms [2022-03-21 20:00:08 main:574] : INFO : Epoch 1923 | loss: 0.0311688 | val_loss: 0.0311801 | Time: 2404.05 ms [2022-03-21 20:00:10 main:574] : INFO : Epoch 1924 | loss: 0.031168 | val_loss: 0.0311807 | Time: 2304.22 ms [2022-03-21 20:00:13 main:574] : INFO : Epoch 1925 | loss: 0.0311699 | val_loss: 0.0311832 | Time: 2336.41 ms [2022-03-21 20:00:15 main:574] : INFO : Epoch 1926 | loss: 0.0311676 | val_loss: 0.0311841 | Time: 2346.14 ms [2022-03-21 20:00:17 main:574] : INFO : Epoch 1927 | loss: 0.0311679 | val_loss: 0.0311828 | Time: 2303.65 ms [2022-03-21 20:00:20 main:574] : INFO : Epoch 1928 | loss: 0.0311679 | val_loss: 0.0311817 | Time: 2328.41 ms [2022-03-21 20:00:22 main:574] : INFO : Epoch 1929 | loss: 0.0311713 | val_loss: 0.0311928 | Time: 2341.54 ms [2022-03-21 20:00:24 main:574] : INFO : Epoch 1930 | loss: 0.0311765 | val_loss: 0.031184 | Time: 2330.46 ms [2022-03-21 20:00:27 main:574] : INFO : Epoch 1931 | loss: 0.0311761 | val_loss: 0.0311828 | Time: 2332.43 ms [2022-03-21 20:00:29 main:574] : INFO : Epoch 1932 | loss: 0.0311688 | val_loss: 0.0311864 | Time: 2333.58 ms [2022-03-21 20:00:31 main:574] : INFO : Epoch 1933 | loss: 0.0311672 | val_loss: 0.0311844 | Time: 2307.47 ms [2022-03-21 20:00:34 main:574] : INFO : Epoch 1934 | loss: 0.0311687 | val_loss: 0.0311837 | Time: 2319.22 ms [2022-03-21 20:00:36 main:574] : INFO : Epoch 1935 | loss: 0.0311696 | val_loss: 0.0311848 | Time: 2349.83 ms [2022-03-21 20:00:38 main:574] : INFO : Epoch 1936 | loss: 0.0311679 | val_loss: 0.0311837 | Time: 2321.27 ms [2022-03-21 20:00:40 main:574] : INFO : Epoch 1937 | loss: 0.0311689 | val_loss: 0.0311836 | Time: 2272.34 ms [2022-03-21 20:00:43 main:574] : INFO : Epoch 1938 | loss: 0.0311668 | val_loss: 0.0311836 | Time: 2337.51 ms [2022-03-21 20:00:45 main:574] : INFO : Epoch 1939 | loss: 0.0311669 | val_loss: 0.0311836 | Time: 2324.19 ms [2022-03-21 20:00:47 main:574] : INFO : Epoch 1940 | loss: 0.0311694 | val_loss: 0.0311896 | Time: 2272.87 ms [2022-03-21 20:00:50 main:574] : INFO : Epoch 1941 | loss: 0.0311709 | val_loss: 0.0311864 | Time: 2297.39 ms [2022-03-21 20:00:52 main:574] : INFO : Epoch 1942 | loss: 0.0311692 | val_loss: 0.0311829 | Time: 2346.64 ms [2022-03-21 20:00:54 main:574] : INFO : Epoch 1943 | loss: 0.0311751 | val_loss: 0.0311847 | Time: 2362.49 ms [2022-03-21 20:00:57 main:574] : INFO : Epoch 1944 | loss: 0.0311769 | val_loss: 0.0311838 | Time: 2269.55 ms [2022-03-21 20:00:59 main:574] : INFO : Epoch 1945 | loss: 0.0311752 | val_loss: 0.031182 | Time: 2325.39 ms [2022-03-21 20:01:01 main:574] : INFO : Epoch 1946 | loss: 0.0311749 | val_loss: 0.0311827 | Time: 2318.99 ms [2022-03-21 20:01:04 main:574] : INFO : Epoch 1947 | loss: 0.0311728 | val_loss: 0.0311825 | Time: 2320.52 ms [2022-03-21 20:01:06 main:574] : INFO : Epoch 1948 | loss: 0.0311752 | val_loss: 0.031187 | Time: 2327.19 ms [2022-03-21 20:01:08 main:574] : INFO : Epoch 1949 | loss: 0.0311751 | val_loss: 0.0311846 | Time: 2368.41 ms [2022-03-21 20:01:11 main:574] : INFO : Epoch 1950 | loss: 0.0311743 | val_loss: 0.0311891 | Time: 2301.26 ms [2022-03-21 20:01:13 main:574] : INFO : Epoch 1951 | loss: 0.0311755 | val_loss: 0.0311824 | Time: 2322.83 ms [2022-03-21 20:01:15 main:574] : INFO : Epoch 1952 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 2339.4 ms [2022-03-21 20:01:18 main:574] : INFO : Epoch 1953 | loss: 0.0311711 | val_loss: 0.0311848 | Time: 2280.26 ms [2022-03-21 20:01:20 main:574] : INFO : Epoch 1954 | loss: 0.0311714 | val_loss: 0.0311829 | Time: 2281.02 ms [2022-03-21 20:01:22 main:574] : INFO : Epoch 1955 | loss: 0.0311719 | val_loss: 0.0311803 | Time: 2295.97 ms [2022-03-21 20:01:25 main:574] : INFO : Epoch 1956 | loss: 0.0311726 | val_loss: 0.0311823 | Time: 2339.75 ms [2022-03-21 20:01:27 main:574] : INFO : Epoch 1957 | loss: 0.0311714 | val_loss: 0.031181 | Time: 2312.13 ms [2022-03-21 20:01:29 main:574] : INFO : Epoch 1958 | loss: 0.0311696 | val_loss: 0.0311821 | Time: 2303.59 ms [2022-03-21 20:01:32 main:574] : INFO : Epoch 1959 | loss: 0.0311693 | val_loss: 0.0311837 | Time: 2309.02 ms [2022-03-21 20:01:34 main:574] : INFO : Epoch 1960 | loss: 0.0311687 | val_loss: 0.0311809 | Time: 2334.32 ms [2022-03-21 20:01:36 main:574] : INFO : Epoch 1961 | loss: 0.0311694 | val_loss: 0.0311819 | Time: 2276.85 ms [2022-03-21 20:01:39 main:574] : INFO : Epoch 1962 | loss: 0.0311702 | val_loss: 0.0311873 | Time: 2416.64 ms [2022-03-21 20:01:41 main:574] : INFO : Epoch 1963 | loss: 0.0311744 | val_loss: 0.0311825 | Time: 2366.86 ms [2022-03-21 20:01:43 main:574] : INFO : Epoch 1964 | loss: 0.0311697 | val_loss: 0.0311818 | Time: 2342.36 ms [2022-03-21 20:01:46 main:574] : INFO : Epoch 1965 | loss: 0.0311676 | val_loss: 0.031182 | Time: 2277.53 ms [2022-03-21 20:01:48 main:574] : INFO : Epoch 1966 | loss: 0.0311678 | val_loss: 0.0311938 | Time: 2303.09 ms [2022-03-21 20:01:50 main:574] : INFO : Epoch 1967 | loss: 0.0311706 | val_loss: 0.0311837 | Time: 2341.46 ms [2022-03-21 20:01:53 main:574] : INFO : Epoch 1968 | loss: 0.0311732 | val_loss: 0.0311834 | Time: 2299 ms [2022-03-21 20:01:55 main:574] : INFO : Epoch 1969 | loss: 0.0311736 | val_loss: 0.0311855 | Time: 2400.07 ms [2022-03-21 20:01:57 main:574] : INFO : Epoch 1970 | loss: 0.0311745 | val_loss: 0.0311889 | Time: 2284.87 ms [2022-03-21 20:02:00 main:574] : INFO : Epoch 1971 | loss: 0.0311713 | val_loss: 0.0311837 | Time: 2286.77 ms [2022-03-21 20:02:02 main:574] : INFO : Epoch 1972 | loss: 0.0311708 | val_loss: 0.0311869 | Time: 2296.4 ms [2022-03-21 20:02:04 main:574] : INFO : Epoch 1973 | loss: 0.0311701 | val_loss: 0.031181 | Time: 2294.79 ms [2022-03-21 20:02:07 main:574] : INFO : Epoch 1974 | loss: 0.0311694 | val_loss: 0.03119 | Time: 2329.18 ms [2022-03-21 20:02:09 main:574] : INFO : Epoch 1975 | loss: 0.0311765 | val_loss: 0.0311815 | Time: 2357.41 ms [2022-03-21 20:02:11 main:574] : INFO : Epoch 1976 | loss: 0.0311711 | val_loss: 0.0311839 | Time: 2329.62 ms [2022-03-21 20:02:14 main:574] : INFO : Epoch 1977 | loss: 0.0311752 | val_loss: 0.0311907 | Time: 2303.81 ms [2022-03-21 20:02:16 main:574] : INFO : Epoch 1978 | loss: 0.0311845 | val_loss: 0.031187 | Time: 2320.68 ms [2022-03-21 20:02:18 main:574] : INFO : Epoch 1979 | loss: 0.0311821 | val_loss: 0.0311879 | Time: 2320.26 ms [2022-03-21 20:02:21 main:574] : INFO : Epoch 1980 | loss: 0.0311819 | val_loss: 0.0311924 | Time: 2329.34 ms [2022-03-21 20:02:23 main:574] : INFO : Epoch 1981 | loss: 0.0311821 | val_loss: 0.0311904 | Time: 2331.8 ms [2022-03-21 20:02:25 main:574] : INFO : Epoch 1982 | loss: 0.0311793 | val_loss: 0.0311934 | Time: 2375.26 ms [2022-03-21 20:02:28 main:574] : INFO : Epoch 1983 | loss: 0.0311796 | val_loss: 0.0311894 | Time: 2366.4 ms [2022-03-21 20:02:30 main:574] : INFO : Epoch 1984 | loss: 0.0311769 | val_loss: 0.0311919 | Time: 2365.96 ms [2022-03-21 20:02:32 main:574] : INFO : Epoch 1985 | loss: 0.0311765 | val_loss: 0.0311861 | Time: 2366.48 ms [2022-03-21 20:02:35 main:574] : INFO : Epoch 1986 | loss: 0.0311765 | val_loss: 0.0311842 | Time: 2294.2 ms [2022-03-21 20:02:37 main:574] : INFO : Epoch 1987 | loss: 0.0311751 | val_loss: 0.0311858 | Time: 2377.91 ms [2022-03-21 20:02:39 main:574] : INFO : Epoch 1988 | loss: 0.0311748 | val_loss: 0.0311884 | Time: 2358.35 ms [2022-03-21 20:02:42 main:574] : INFO : Epoch 1989 | loss: 0.0311739 | val_loss: 0.0311862 | Time: 2301.6 ms [2022-03-21 20:02:44 main:574] : INFO : Epoch 1990 | loss: 0.031173 | val_loss: 0.0311834 | Time: 2329.1 ms [2022-03-21 20:02:46 main:574] : INFO : Epoch 1991 | loss: 0.0311733 | val_loss: 0.0311857 | Time: 2302.39 ms [2022-03-21 20:02:49 main:574] : INFO : Epoch 1992 | loss: 0.0311754 | val_loss: 0.0311848 | Time: 2301.55 ms [2022-03-21 20:02:51 main:574] : INFO : Epoch 1993 | loss: 0.0311757 | val_loss: 0.0311894 | Time: 2375.49 ms [2022-03-21 20:02:53 main:574] : INFO : Epoch 1994 | loss: 0.0311742 | val_loss: 0.0311859 | Time: 2343.18 ms [2022-03-21 20:02:56 main:574] : INFO : Epoch 1995 | loss: 0.0311729 | val_loss: 0.0311837 | Time: 2346.97 ms [2022-03-21 20:02:58 main:574] : INFO : Epoch 1996 | loss: 0.031172 | val_loss: 0.0311838 | Time: 2339.52 ms [2022-03-21 20:03:00 main:574] : INFO : Epoch 1997 | loss: 0.0311715 | val_loss: 0.0311811 | Time: 2311.37 ms [2022-03-21 20:03:03 main:574] : INFO : Epoch 1998 | loss: 0.0311725 | val_loss: 0.0311858 | Time: 2365.12 ms [2022-03-21 20:03:05 main:574] : INFO : Epoch 1999 | loss: 0.0311756 | val_loss: 0.031184 | Time: 2364.27 ms [2022-03-21 20:03:08 main:574] : INFO : Epoch 2000 | loss: 0.0311735 | val_loss: 0.0311845 | Time: 2413 ms [2022-03-21 20:03:10 main:574] : INFO : Epoch 2001 | loss: 0.0311716 | val_loss: 0.031187 | Time: 2337.13 ms [2022-03-21 20:03:12 main:574] : INFO : Epoch 2002 | loss: 0.0311721 | val_loss: 0.031184 | Time: 2293.17 ms [2022-03-21 20:03:14 main:574] : INFO : Epoch 2003 | loss: 0.0311729 | val_loss: 0.0311855 | Time: 2285.38 ms [2022-03-21 20:03:17 main:574] : INFO : Epoch 2004 | loss: 0.0311706 | val_loss: 0.0311845 | Time: 2326.55 ms [2022-03-21 20:03:19 main:574] : INFO : Epoch 2005 | loss: 0.0311721 | val_loss: 0.0311832 | Time: 2353.94 ms [2022-03-21 20:03:22 main:574] : INFO : Epoch 2006 | loss: 0.0311727 | val_loss: 0.0311899 | Time: 2396.14 ms [2022-03-21 20:03:24 main:574] : INFO : Epoch 2007 | loss: 0.0311715 | val_loss: 0.0311858 | Time: 2358.63 ms [2022-03-21 20:03:26 main:574] : INFO : Epoch 2008 | loss: 0.0311729 | val_loss: 0.0311855 | Time: 2351.11 ms [2022-03-21 20:03:29 main:574] : INFO : Epoch 2009 | loss: 0.0311717 | val_loss: 0.0311888 | Time: 2337.13 ms [2022-03-21 20:03:31 main:574] : INFO : Epoch 2010 | loss: 0.0311734 | val_loss: 0.0311861 | Time: 2253.06 ms [2022-03-21 20:03:33 main:574] : INFO : Epoch 2011 | loss: 0.0311695 | val_loss: 0.0311839 | Time: 2350.31 ms [2022-03-21 20:03:36 main:574] : INFO : Epoch 2012 | loss: 0.0311696 | val_loss: 0.0311847 | Time: 2399.34 ms [2022-03-21 20:03:38 main:574] : INFO : Epoch 2013 | loss: 0.0311719 | val_loss: 0.031192 | Time: 2289.99 ms [2022-03-21 20:03:40 main:574] : INFO : Epoch 2014 | loss: 0.0311768 | val_loss: 0.0311841 | Time: 2286.05 ms [2022-03-21 20:03:43 main:574] : INFO : Epoch 2015 | loss: 0.0311711 | val_loss: 0.0311851 | Time: 2339.63 ms [2022-03-21 20:03:45 main:574] : INFO : Epoch 2016 | loss: 0.0311703 | val_loss: 0.0311837 | Time: 2343.15 ms [2022-03-21 20:03:47 main:574] : INFO : Epoch 2017 | loss: 0.0311716 | val_loss: 0.0311867 | Time: 2350.98 ms [2022-03-21 20:03:50 main:574] : INFO : Epoch 2018 | loss: 0.0311699 | val_loss: 0.0311875 | Time: 2314.88 ms [2022-03-21 20:03:52 main:574] : INFO : Epoch 2019 | loss: 0.0311697 | val_loss: 0.0311838 | Time: 2310.96 ms [2022-03-21 20:03:54 main:574] : INFO : Epoch 2020 | loss: 0.0311703 | val_loss: 0.0311849 | Time: 2315.33 ms [2022-03-21 20:03:57 main:574] : INFO : Epoch 2021 | loss: 0.0311685 | val_loss: 0.031185 | Time: 2333.26 ms [2022-03-21 20:03:59 main:574] : INFO : Epoch 2022 | loss: 0.0311681 | val_loss: 0.031187 | Time: 2312.42 ms [2022-03-21 20:04:01 main:574] : INFO : Epoch 2023 | loss: 0.0311684 | val_loss: 0.0311871 | Time: 2315.72 ms [2022-03-21 20:04:04 main:574] : INFO : Epoch 2024 | loss: 0.0311694 | val_loss: 0.0311872 | Time: 2262.97 ms [2022-03-21 20:04:06 main:574] : INFO : Epoch 2025 | loss: 0.0311711 | val_loss: 0.0311875 | Time: 2396.35 ms [2022-03-21 20:04:08 main:574] : INFO : Epoch 2026 | loss: 0.0311677 | val_loss: 0.0311855 | Time: 2340.61 ms [2022-03-21 20:04:11 main:574] : INFO : Epoch 2027 | loss: 0.0311683 | val_loss: 0.0311861 | Time: 2329.92 ms [2022-03-21 20:04:13 main:574] : INFO : Epoch 2028 | loss: 0.0311689 | val_loss: 0.0311858 | Time: 2299.69 ms [2022-03-21 20:04:15 main:574] : INFO : Epoch 2029 | loss: 0.0311782 | val_loss: 0.0311919 | Time: 2287.91 ms [2022-03-21 20:04:18 main:574] : INFO : Epoch 2030 | loss: 0.031189 | val_loss: 0.0311962 | Time: 2310.99 ms [2022-03-21 20:04:20 main:574] : INFO : Epoch 2031 | loss: 0.0311883 | val_loss: 0.031192 | Time: 2238.93 ms [2022-03-21 20:04:22 main:574] : INFO : Epoch 2032 | loss: 0.0311847 | val_loss: 0.0311916 | Time: 2357.42 ms [2022-03-21 20:04:24 main:574] : INFO : Epoch 2033 | loss: 0.031181 | val_loss: 0.0311872 | Time: 2346.39 ms [2022-03-21 20:04:27 main:574] : INFO : Epoch 2034 | loss: 0.0311795 | val_loss: 0.0311853 | Time: 2336.8 ms [2022-03-21 20:04:29 main:574] : INFO : Epoch 2035 | loss: 0.0311785 | val_loss: 0.0311862 | Time: 2341.39 ms [2022-03-21 20:04:31 main:574] : INFO : Epoch 2036 | loss: 0.0311779 | val_loss: 0.0311858 | Time: 2315.43 ms [2022-03-21 20:04:34 main:574] : INFO : Epoch 2037 | loss: 0.0311761 | val_loss: 0.0311866 | Time: 2264.05 ms [2022-03-21 20:04:36 main:574] : INFO : Epoch 2038 | loss: 0.0311758 | val_loss: 0.0311898 | Time: 2291.79 ms [2022-03-21 20:04:38 main:574] : INFO : Epoch 2039 | loss: 0.0311754 | val_loss: 0.0311959 | Time: 2318.6 ms [2022-03-21 20:04:41 main:574] : INFO : Epoch 2040 | loss: 0.031178 | val_loss: 0.0311865 | Time: 2309.1 ms [2022-03-21 20:04:43 main:574] : INFO : Epoch 2041 | loss: 0.0311754 | val_loss: 0.0311861 | Time: 2279.71 ms [2022-03-21 20:04:45 main:574] : INFO : Epoch 2042 | loss: 0.0311741 | val_loss: 0.0311902 | Time: 2266.9 ms [2022-03-21 20:04:48 main:574] : INFO : Epoch 2043 | loss: 0.0311745 | val_loss: 0.0311881 | Time: 2300.82 ms [2022-03-21 20:04:50 main:574] : INFO : Epoch 2044 | loss: 0.0311761 | val_loss: 0.0311868 | Time: 2316.61 ms [2022-03-21 20:04:52 main:574] : INFO : Epoch 2045 | loss: 0.0311741 | val_loss: 0.0311861 | Time: 2345.95 ms [2022-03-21 20:04:55 main:574] : INFO : Epoch 2046 | loss: 0.0311745 | val_loss: 0.0311922 | Time: 2386.07 ms [2022-03-21 20:04:57 main:574] : INFO : Epoch 2047 | loss: 0.0311741 | val_loss: 0.0311878 | Time: 2327.4 ms [2022-03-21 20:04:59 main:574] : INFO : Epoch 2048 | loss: 0.0311734 | val_loss: 0.0311883 | Time: 2321.36 ms [2022-03-21 20:04:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311883 [2022-03-21 20:04:59 main:603] : INFO : Saving end state to config to file [2022-03-21 20:04:59 main:608] : INFO : Success, exiting.. 20:04:59 (12360): 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)