Task 10622527
| Name | ParityModified-1639958619-28255-0_1 |
| Workunit | 7398243 |
| Created | 10 Jan 2022, 19:38:33 UTC |
| Sent | 10 Jan 2022, 19:49:08 UTC |
| Report deadline | 18 Jan 2022, 19:49:08 UTC |
| Received | 12 Jan 2022, 21:33:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16478 |
| Run time | 1 hours 20 min 37 sec |
| CPU time | 1 hours 0 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> 11:06 main:581] : INFO : Epoch 1538 | loss: 0.0309876 | val_loss: 0.0312667 | Time: 2044.9 ms [2022-01-12 21:11:08 main:581] : INFO : Epoch 1539 | loss: 0.0310106 | val_loss: 0.0312561 | Time: 2457.55 ms [2022-01-12 21:11:11 main:581] : INFO : Epoch 1540 | loss: 0.0310104 | val_loss: 0.0312614 | Time: 2422.75 ms [2022-01-12 21:11:13 main:581] : INFO : Epoch 1541 | loss: 0.0309971 | val_loss: 0.0312594 | Time: 2561.32 ms [2022-01-12 21:11:15 main:581] : INFO : Epoch 1542 | loss: 0.0309894 | val_loss: 0.0312791 | Time: 2058.28 ms [2022-01-12 21:11:18 main:581] : INFO : Epoch 1543 | loss: 0.0309897 | val_loss: 0.0312717 | Time: 2387.36 ms [2022-01-12 21:11:20 main:581] : INFO : Epoch 1544 | loss: 0.0309842 | val_loss: 0.0312577 | Time: 2448.42 ms [2022-01-12 21:11:22 main:581] : INFO : Epoch 1545 | loss: 0.0309839 | val_loss: 0.0312796 | Time: 2413.12 ms [2022-01-12 21:11:25 main:581] : INFO : Epoch 1546 | loss: 0.0309883 | val_loss: 0.031266 | Time: 2141.75 ms [2022-01-12 21:11:27 main:581] : INFO : Epoch 1547 | loss: 0.0310002 | val_loss: 0.0312544 | Time: 2398.71 ms [2022-01-12 21:11:29 main:581] : INFO : Epoch 1548 | loss: 0.0309929 | val_loss: 0.0312607 | Time: 2349.02 ms [2022-01-12 21:11:32 main:581] : INFO : Epoch 1549 | loss: 0.0309851 | val_loss: 0.0313096 | Time: 2327.13 ms [2022-01-12 21:11:34 main:581] : INFO : Epoch 1550 | loss: 0.0309826 | val_loss: 0.0313094 | Time: 2469.8 ms [2022-01-12 21:11:36 main:581] : INFO : Epoch 1551 | loss: 0.0309876 | val_loss: 0.0312771 | Time: 2038.41 ms [2022-01-12 21:11:39 main:581] : INFO : Epoch 1552 | loss: 0.0309859 | val_loss: 0.0312677 | Time: 2399.5 ms [2022-01-12 21:11:41 main:581] : INFO : Epoch 1553 | loss: 0.0309969 | val_loss: 0.0312767 | Time: 2425.67 ms [2022-01-12 21:11:43 main:581] : INFO : Epoch 1554 | loss: 0.0309903 | val_loss: 0.0312892 | Time: 2444.05 ms [2022-01-12 21:11:46 main:581] : INFO : Epoch 1555 | loss: 0.0309932 | val_loss: 0.0312863 | Time: 2059.23 ms [2022-01-12 21:11:48 main:581] : INFO : Epoch 1556 | loss: 0.0309997 | val_loss: 0.0312816 | Time: 2685.36 ms [2022-01-12 21:11:51 main:581] : INFO : Epoch 1557 | loss: 0.0309881 | val_loss: 0.0312423 | Time: 2514.26 ms [2022-01-12 21:11:53 main:581] : INFO : Epoch 1558 | loss: 0.030993 | val_loss: 0.0312705 | Time: 2374.63 ms [2022-01-12 21:11:55 main:581] : INFO : Epoch 1559 | loss: 0.030981 | val_loss: 0.0312949 | Time: 1991.29 ms [2022-01-12 21:11:58 main:581] : INFO : Epoch 1560 | loss: 0.030982 | val_loss: 0.0312739 | Time: 2509.67 ms [2022-01-12 21:12:00 main:581] : INFO : Epoch 1561 | loss: 0.03098 | val_loss: 0.0313201 | Time: 2473.18 ms [2022-01-12 21:12:03 main:581] : INFO : Epoch 1562 | loss: 0.0309891 | val_loss: 0.0312546 | Time: 2500.78 ms [2022-01-12 21:12:05 main:581] : INFO : Epoch 1563 | loss: 0.0310274 | val_loss: 0.0312251 | Time: 2227.27 ms [2022-01-12 21:12:07 main:581] : INFO : Epoch 1564 | loss: 0.0310076 | val_loss: 0.0312808 | Time: 2407.22 ms [2022-01-12 21:12:10 main:581] : INFO : Epoch 1565 | loss: 0.0309874 | val_loss: 0.031254 | Time: 2312.81 ms [2022-01-12 21:12:12 main:581] : INFO : Epoch 1566 | loss: 0.0309856 | val_loss: 0.0312603 | Time: 2258.26 ms [2022-01-12 21:12:14 main:581] : INFO : Epoch 1567 | loss: 0.0309806 | val_loss: 0.0312817 | Time: 2276.95 ms [2022-01-12 21:12:16 main:581] : INFO : Epoch 1568 | loss: 0.0309807 | val_loss: 0.0312779 | Time: 1964.03 ms [2022-01-12 21:12:19 main:581] : INFO : Epoch 1569 | loss: 0.030984 | val_loss: 0.031282 | Time: 2473.32 ms [2022-01-12 21:12:21 main:581] : INFO : Epoch 1570 | loss: 0.0309826 | val_loss: 0.0312764 | Time: 2563.88 ms [2022-01-12 21:12:23 main:581] : INFO : Epoch 1571 | loss: 0.0309827 | val_loss: 0.0312886 | Time: 2364.9 ms [2022-01-12 21:12:25 main:581] : INFO : Epoch 1572 | loss: 0.0309847 | val_loss: 0.0312658 | Time: 1932.47 ms [2022-01-12 21:12:28 main:581] : INFO : Epoch 1573 | loss: 0.0309812 | val_loss: 0.0312817 | Time: 2355.77 ms [2022-01-12 21:12:30 main:581] : INFO : Epoch 1574 | loss: 0.0309831 | val_loss: 0.0312887 | Time: 2478.57 ms [2022-01-12 21:12:33 main:581] : INFO : Epoch 1575 | loss: 0.0309872 | val_loss: 0.0312834 | Time: 2381.48 ms [2022-01-12 21:12:35 main:581] : INFO : Epoch 1576 | loss: 0.0309902 | val_loss: 0.0312472 | Time: 2127.28 ms [2022-01-12 21:12:37 main:581] : INFO : Epoch 1577 | loss: 0.0309925 | val_loss: 0.031265 | Time: 2379.77 ms [2022-01-12 21:12:40 main:581] : INFO : Epoch 1578 | loss: 0.0309908 | val_loss: 0.0312753 | Time: 2423.82 ms [2022-01-12 21:12:42 main:581] : INFO : Epoch 1579 | loss: 0.0309829 | val_loss: 0.0312682 | Time: 2415.81 ms [2022-01-12 21:12:44 main:581] : INFO : Epoch 1580 | loss: 0.0309827 | val_loss: 0.0312946 | Time: 2379.22 ms [2022-01-12 21:12:46 main:581] : INFO : Epoch 1581 | loss: 0.0309872 | val_loss: 0.0312659 | Time: 2068.43 ms [2022-01-12 21:12:49 main:581] : INFO : Epoch 1582 | loss: 0.0309904 | val_loss: 0.0313032 | Time: 2396.75 ms [2022-01-12 21:12:51 main:581] : INFO : Epoch 1583 | loss: 0.030995 | val_loss: 0.0312646 | Time: 2606.31 ms [2022-01-12 21:12:54 main:581] : INFO : Epoch 1584 | loss: 0.0309846 | val_loss: 0.0312707 | Time: 2438.45 ms [2022-01-12 21:12:56 main:581] : INFO : Epoch 1585 | loss: 0.0309815 | val_loss: 0.0313031 | Time: 2014.25 ms [2022-01-12 21:12:58 main:581] : INFO : Epoch 1586 | loss: 0.0309806 | val_loss: 0.0312981 | Time: 2631.41 ms [2022-01-12 21:13:01 main:581] : INFO : Epoch 1587 | loss: 0.0309797 | val_loss: 0.0312947 | Time: 2603.63 ms [2022-01-12 21:13:04 main:581] : INFO : Epoch 1588 | loss: 0.0309879 | val_loss: 0.0312598 | Time: 2554.57 ms [2022-01-12 21:13:06 main:581] : INFO : Epoch 1589 | loss: 0.0309924 | val_loss: 0.0312886 | Time: 2060.38 ms [2022-01-12 21:13:08 main:581] : INFO : Epoch 1590 | loss: 0.0309922 | val_loss: 0.0312562 | Time: 2500.85 ms [2022-01-12 21:13:11 main:581] : INFO : Epoch 1591 | loss: 0.0309907 | val_loss: 0.0312569 | Time: 2492.52 ms [2022-01-12 21:13:13 main:581] : INFO : Epoch 1592 | loss: 0.0309919 | val_loss: 0.0312726 | Time: 2335.6 ms [2022-01-12 21:13:15 main:581] : INFO : Epoch 1593 | loss: 0.0309875 | val_loss: 0.0312803 | Time: 1989 ms [2022-01-12 21:13:17 main:581] : INFO : Epoch 1594 | loss: 0.0309877 | val_loss: 0.0312699 | Time: 2410.73 ms [2022-01-12 21:13:20 main:581] : INFO : Epoch 1595 | loss: 0.0309965 | val_loss: 0.0312654 | Time: 2470.81 ms [2022-01-12 21:13:22 main:581] : INFO : Epoch 1596 | loss: 0.0309898 | val_loss: 0.0312696 | Time: 2374.64 ms [2022-01-12 21:13:24 main:581] : INFO : Epoch 1597 | loss: 0.0309821 | val_loss: 0.0312839 | Time: 2201.45 ms [2022-01-12 21:13:27 main:581] : INFO : Epoch 1598 | loss: 0.0309879 | val_loss: 0.0313076 | Time: 2098.08 ms [2022-01-12 21:13:29 main:581] : INFO : Epoch 1599 | loss: 0.0309893 | val_loss: 0.0312614 | Time: 2327.08 ms [2022-01-12 21:13:31 main:581] : INFO : Epoch 1600 | loss: 0.030997 | val_loss: 0.0312777 | Time: 2336.67 ms [2022-01-12 21:13:34 main:581] : INFO : Epoch 1601 | loss: 0.0309852 | val_loss: 0.0312753 | Time: 2451.29 ms [2022-01-12 21:13:36 main:581] : INFO : Epoch 1602 | loss: 0.0309826 | val_loss: 0.0312612 | Time: 2003.67 ms [2022-01-12 21:13:38 main:581] : INFO : Epoch 1603 | loss: 0.0309888 | val_loss: 0.0312742 | Time: 2610.81 ms [2022-01-12 21:13:41 main:581] : INFO : Epoch 1604 | loss: 0.0309862 | val_loss: 0.0312621 | Time: 2375.98 ms [2022-01-12 21:13:43 main:581] : INFO : Epoch 1605 | loss: 0.0310129 | val_loss: 0.0312973 | Time: 2336.57 ms [2022-01-12 21:13:45 main:581] : INFO : Epoch 1606 | loss: 0.030996 | val_loss: 0.0312904 | Time: 1990.75 ms [2022-01-12 21:13:47 main:581] : INFO : Epoch 1607 | loss: 0.0309899 | val_loss: 0.0312918 | Time: 2489.86 ms [2022-01-12 21:13:50 main:581] : INFO : Epoch 1608 | loss: 0.0309861 | val_loss: 0.0312817 | Time: 2902.85 ms [2022-01-12 21:13:53 main:581] : INFO : Epoch 1609 | loss: 0.030986 | val_loss: 0.0312985 | Time: 2495.07 ms [2022-01-12 21:13:55 main:581] : INFO : Epoch 1610 | loss: 0.030989 | val_loss: 0.0313216 | Time: 2013.46 ms [2022-01-12 21:13:57 main:581] : INFO : Epoch 1611 | loss: 0.0309872 | val_loss: 0.0312937 | Time: 2318.36 ms [2022-01-12 21:14:00 main:581] : INFO : Epoch 1612 | loss: 0.0310161 | val_loss: 0.0312519 | Time: 2536.55 ms [2022-01-12 21:14:02 main:581] : INFO : Epoch 1613 | loss: 0.0310044 | val_loss: 0.0312597 | Time: 2732.27 ms [2022-01-12 21:14:05 main:581] : INFO : Epoch 1614 | loss: 0.030996 | val_loss: 0.0312423 | Time: 2306.7 ms [2022-01-12 21:14:07 main:581] : INFO : Epoch 1615 | loss: 0.0309878 | val_loss: 0.0312849 | Time: 2412.41 ms [2022-01-12 21:14:10 main:581] : INFO : Epoch 1616 | loss: 0.0309854 | val_loss: 0.0312901 | Time: 2387.59 ms [2022-01-12 21:14:12 main:581] : INFO : Epoch 1617 | loss: 0.0309817 | val_loss: 0.0312832 | Time: 2402.52 ms [2022-01-12 21:14:14 main:581] : INFO : Epoch 1618 | loss: 0.0309875 | val_loss: 0.0312755 | Time: 2275.83 ms [2022-01-12 21:14:16 main:581] : INFO : Epoch 1619 | loss: 0.0309845 | val_loss: 0.031238 | Time: 2047.69 ms [2022-01-12 21:14:19 main:581] : INFO : Epoch 1620 | loss: 0.0309832 | val_loss: 0.0312839 | Time: 2499.71 ms [2022-01-12 21:14:21 main:581] : INFO : Epoch 1621 | loss: 0.0309783 | val_loss: 0.031262 | Time: 2665.16 ms [2022-01-12 21:14:24 main:581] : INFO : Epoch 1622 | loss: 0.0309907 | val_loss: 0.0312762 | Time: 2466.72 ms [2022-01-12 21:14:26 main:581] : INFO : Epoch 1623 | loss: 0.0309866 | val_loss: 0.0312856 | Time: 2023.39 ms [2022-01-12 21:14:28 main:581] : INFO : Epoch 1624 | loss: 0.030992 | val_loss: 0.0312825 | Time: 2433.31 ms [2022-01-12 21:14:31 main:581] : INFO : Epoch 1625 | loss: 0.03099 | val_loss: 0.0312759 | Time: 2686.2 ms [2022-01-12 21:14:34 main:581] : INFO : Epoch 1626 | loss: 0.0309948 | val_loss: 0.0312593 | Time: 2462.79 ms [2022-01-12 21:14:36 main:581] : INFO : Epoch 1627 | loss: 0.0309999 | val_loss: 0.0312547 | Time: 2161.01 ms [2022-01-12 21:14:38 main:581] : INFO : Epoch 1628 | loss: 0.0309851 | val_loss: 0.0312894 | Time: 2566.1 ms [2022-01-12 21:14:41 main:581] : INFO : Epoch 1629 | loss: 0.0309857 | val_loss: 0.0312754 | Time: 2590.13 ms [2022-01-12 21:14:44 main:581] : INFO : Epoch 1630 | loss: 0.0309822 | val_loss: 0.0312951 | Time: 2807.37 ms [2022-01-12 21:14:46 main:581] : INFO : Epoch 1631 | loss: 0.0309933 | val_loss: 0.0312756 | Time: 2092.72 ms [2022-01-12 21:14:48 main:581] : INFO : Epoch 1632 | loss: 0.0309867 | val_loss: 0.0313163 | Time: 2589.32 ms [2022-01-12 21:14:51 main:581] : INFO : Epoch 1633 | loss: 0.0309887 | val_loss: 0.0312351 | Time: 2455.19 ms [2022-01-12 21:14:53 main:581] : INFO : Epoch 1634 | loss: 0.0309935 | val_loss: 0.0312531 | Time: 2448.73 ms [2022-01-12 21:14:55 main:581] : INFO : Epoch 1635 | loss: 0.0309972 | val_loss: 0.0312918 | Time: 1989.05 ms [2022-01-12 21:14:58 main:581] : INFO : Epoch 1636 | loss: 0.0309857 | val_loss: 0.0312637 | Time: 2428.98 ms [2022-01-12 21:15:00 main:581] : INFO : Epoch 1637 | loss: 0.0309909 | val_loss: 0.0313138 | Time: 2518.96 ms [2022-01-12 21:15:03 main:581] : INFO : Epoch 1638 | loss: 0.0309966 | val_loss: 0.0312583 | Time: 2549.36 ms [2022-01-12 21:15:05 main:581] : INFO : Epoch 1639 | loss: 0.0309937 | val_loss: 0.0312837 | Time: 2136.34 ms [2022-01-12 21:15:07 main:581] : INFO : Epoch 1640 | loss: 0.0309888 | val_loss: 0.031257 | Time: 2289.76 ms [2022-01-12 21:15:10 main:581] : INFO : Epoch 1641 | loss: 0.0309897 | val_loss: 0.0312627 | Time: 2497.81 ms [2022-01-12 21:15:12 main:581] : INFO : Epoch 1642 | loss: 0.0309914 | val_loss: 0.0312424 | Time: 2292.49 ms [2022-01-12 21:15:14 main:581] : INFO : Epoch 1643 | loss: 0.0309944 | val_loss: 0.0312742 | Time: 2326.24 ms [2022-01-12 21:15:16 main:581] : INFO : Epoch 1644 | loss: 0.0310064 | val_loss: 0.0312576 | Time: 2118.9 ms [2022-01-12 21:15:19 main:581] : INFO : Epoch 1645 | loss: 0.0310072 | val_loss: 0.0312862 | Time: 2538.93 ms [2022-01-12 21:15:21 main:581] : INFO : Epoch 1646 | loss: 0.0310173 | val_loss: 0.0312621 | Time: 2425.08 ms [2022-01-12 21:15:24 main:581] : INFO : Epoch 1647 | loss: 0.0310001 | val_loss: 0.0312798 | Time: 2509.46 ms [2022-01-12 21:15:26 main:581] : INFO : Epoch 1648 | loss: 0.0309915 | val_loss: 0.031233 | Time: 1893.01 ms [2022-01-12 21:15:28 main:581] : INFO : Epoch 1649 | loss: 0.0309988 | val_loss: 0.0312551 | Time: 2218.4 ms [2022-01-12 21:15:31 main:581] : INFO : Epoch 1650 | loss: 0.0309966 | val_loss: 0.0312468 | Time: 2571.53 ms [2022-01-12 21:15:33 main:581] : INFO : Epoch 1651 | loss: 0.0309883 | val_loss: 0.0312493 | Time: 2797.21 ms [2022-01-12 21:15:35 main:581] : INFO : Epoch 1652 | loss: 0.0309875 | val_loss: 0.0312604 | Time: 2044.62 ms [2022-01-12 21:15:38 main:581] : INFO : Epoch 1653 | loss: 0.0309891 | val_loss: 0.0312553 | Time: 2659.88 ms [2022-01-12 21:15:41 main:581] : INFO : Epoch 1654 | loss: 0.0309851 | val_loss: 0.0312762 | Time: 2499.08 ms [2022-01-12 21:15:43 main:581] : INFO : Epoch 1655 | loss: 0.0309827 | val_loss: 0.0312881 | Time: 2614.17 ms [2022-01-12 21:15:45 main:581] : INFO : Epoch 1656 | loss: 0.0309864 | val_loss: 0.0312698 | Time: 2057.01 ms [2022-01-12 21:15:48 main:581] : INFO : Epoch 1657 | loss: 0.0309807 | val_loss: 0.0312835 | Time: 2536.93 ms [2022-01-12 21:15:50 main:581] : INFO : Epoch 1658 | loss: 0.0309854 | val_loss: 0.0312721 | Time: 2480.54 ms [2022-01-12 21:15:53 main:581] : INFO : Epoch 1659 | loss: 0.030991 | val_loss: 0.0313206 | Time: 2643.93 ms [2022-01-12 21:15:55 main:581] : INFO : Epoch 1660 | loss: 0.0310063 | val_loss: 0.0312687 | Time: 2085.8 ms [2022-01-12 21:15:58 main:581] : INFO : Epoch 1661 | loss: 0.0310029 | val_loss: 0.0312815 | Time: 2598.31 ms [2022-01-12 21:16:00 main:581] : INFO : Epoch 1662 | loss: 0.0309942 | val_loss: 0.0312738 | Time: 2303.22 ms [2022-01-12 21:16:03 main:581] : INFO : Epoch 1663 | loss: 0.0309864 | val_loss: 0.0312703 | Time: 2880.15 ms [2022-01-12 21:16:05 main:581] : INFO : Epoch 1664 | loss: 0.0310077 | val_loss: 0.0312657 | Time: 2202.87 ms [2022-01-12 21:16:07 main:581] : INFO : Epoch 1665 | loss: 0.030995 | val_loss: 0.0312923 | Time: 2416.49 ms [2022-01-12 21:16:10 main:581] : INFO : Epoch 1666 | loss: 0.0310026 | val_loss: 0.03125 | Time: 2404.9 ms [2022-01-12 21:16:12 main:581] : INFO : Epoch 1667 | loss: 0.0309936 | val_loss: 0.0312906 | Time: 2467.78 ms [2022-01-12 21:16:15 main:581] : INFO : Epoch 1668 | loss: 0.0309901 | val_loss: 0.0312767 | Time: 2225.74 ms [2022-01-12 21:16:17 main:581] : INFO : Epoch 1669 | loss: 0.0309822 | val_loss: 0.0312955 | Time: 2258.23 ms [2022-01-12 21:16:19 main:581] : INFO : Epoch 1670 | loss: 0.0309905 | val_loss: 0.0312562 | Time: 2460.09 ms [2022-01-12 21:16:22 main:581] : INFO : Epoch 1671 | loss: 0.031023 | val_loss: 0.0312449 | Time: 2578.53 ms [2022-01-12 21:16:24 main:581] : INFO : Epoch 1672 | loss: 0.0310054 | val_loss: 0.0313087 | Time: 2400.88 ms [2022-01-12 21:16:26 main:581] : INFO : Epoch 1673 | loss: 0.0309891 | val_loss: 0.0312559 | Time: 2120.71 ms [2022-01-12 21:16:29 main:581] : INFO : Epoch 1674 | loss: 0.0309859 | val_loss: 0.0312942 | Time: 2303.59 ms [2022-01-12 21:16:31 main:581] : INFO : Epoch 1675 | loss: 0.0309841 | val_loss: 0.0312905 | Time: 2350.54 ms [2022-01-12 21:16:33 main:581] : INFO : Epoch 1676 | loss: 0.0309803 | val_loss: 0.0312918 | Time: 2315.96 ms [2022-01-12 21:16:35 main:581] : INFO : Epoch 1677 | loss: 0.0309823 | val_loss: 0.0312618 | Time: 2104.23 ms [2022-01-12 21:16:38 main:581] : INFO : Epoch 1678 | loss: 0.0309915 | val_loss: 0.0313075 | Time: 2578.1 ms [2022-01-12 21:16:40 main:581] : INFO : Epoch 1679 | loss: 0.0309909 | val_loss: 0.0312929 | Time: 2298.24 ms [2022-01-12 21:16:43 main:581] : INFO : Epoch 1680 | loss: 0.0309838 | val_loss: 0.0313125 | Time: 2512.51 ms [2022-01-12 21:16:45 main:581] : INFO : Epoch 1681 | loss: 0.0309824 | val_loss: 0.0312995 | Time: 2118.02 ms [2022-01-12 21:16:47 main:581] : INFO : Epoch 1682 | loss: 0.0309954 | val_loss: 0.031291 | Time: 2403.56 ms [2022-01-12 21:16:50 main:581] : INFO : Epoch 1683 | loss: 0.0309904 | val_loss: 0.0313118 | Time: 2651.25 ms [2022-01-12 21:16:52 main:581] : INFO : Epoch 1684 | loss: 0.0309852 | val_loss: 0.0312794 | Time: 2347.9 ms [2022-01-12 21:16:55 main:581] : INFO : Epoch 1685 | loss: 0.0309832 | val_loss: 0.0312619 | Time: 2384.15 ms [2022-01-12 21:16:57 main:581] : INFO : Epoch 1686 | loss: 0.0309882 | val_loss: 0.0312534 | Time: 2395.8 ms [2022-01-12 21:16:59 main:581] : INFO : Epoch 1687 | loss: 0.030982 | val_loss: 0.0312693 | Time: 2296.47 ms [2022-01-12 21:17:02 main:581] : INFO : Epoch 1688 | loss: 0.0309846 | val_loss: 0.0313062 | Time: 2301.78 ms [2022-01-12 21:17:04 main:581] : INFO : Epoch 1689 | loss: 0.0309834 | val_loss: 0.0312853 | Time: 2383.77 ms [2022-01-12 21:17:06 main:581] : INFO : Epoch 1690 | loss: 0.0309869 | val_loss: 0.0313016 | Time: 1985.63 ms [2022-01-12 21:17:08 main:581] : INFO : Epoch 1691 | loss: 0.0309832 | val_loss: 0.0312787 | Time: 2314.91 ms [2022-01-12 21:17:11 main:581] : INFO : Epoch 1692 | loss: 0.0309857 | val_loss: 0.0312824 | Time: 2517.54 ms [2022-01-12 21:17:13 main:581] : INFO : Epoch 1693 | loss: 0.0309835 | val_loss: 0.0312638 | Time: 2504.07 ms [2022-01-12 21:17:15 main:581] : INFO : Epoch 1694 | loss: 0.0309842 | val_loss: 0.0312609 | Time: 2030.43 ms [2022-01-12 21:17:18 main:581] : INFO : Epoch 1695 | loss: 0.0309816 | val_loss: 0.0312734 | Time: 2541.7 ms [2022-01-12 21:17:21 main:581] : INFO : Epoch 1696 | loss: 0.0309783 | val_loss: 0.0312849 | Time: 2537.81 ms [2022-01-12 21:17:23 main:581] : INFO : Epoch 1697 | loss: 0.0309931 | val_loss: 0.0312529 | Time: 2399.7 ms [2022-01-12 21:17:25 main:581] : INFO : Epoch 1698 | loss: 0.0310025 | val_loss: 0.0312645 | Time: 2190.38 ms [2022-01-12 21:17:28 main:581] : INFO : Epoch 1699 | loss: 0.0310084 | val_loss: 0.0312793 | Time: 2408.71 ms [2022-01-12 21:17:30 main:581] : INFO : Epoch 1700 | loss: 0.0310138 | val_loss: 0.0312652 | Time: 2473.54 ms [2022-01-12 21:17:32 main:581] : INFO : Epoch 1701 | loss: 0.0310035 | val_loss: 0.0312644 | Time: 2389.77 ms [2022-01-12 21:17:35 main:581] : INFO : Epoch 1702 | loss: 0.0309934 | val_loss: 0.0313096 | Time: 2253.85 ms [2022-01-12 21:17:37 main:581] : INFO : Epoch 1703 | loss: 0.0309893 | val_loss: 0.0312953 | Time: 2292.16 ms [2022-01-12 21:17:39 main:581] : INFO : Epoch 1704 | loss: 0.0309892 | val_loss: 0.0312761 | Time: 2572.56 ms [2022-01-12 21:17:42 main:581] : INFO : Epoch 1705 | loss: 0.0309915 | val_loss: 0.0312862 | Time: 2490.08 ms [2022-01-12 21:17:44 main:581] : INFO : Epoch 1706 | loss: 0.0309916 | val_loss: 0.0312548 | Time: 2313.93 ms [2022-01-12 21:17:46 main:581] : INFO : Epoch 1707 | loss: 0.030988 | val_loss: 0.0312473 | Time: 2186.33 ms [2022-01-12 21:17:49 main:581] : INFO : Epoch 1708 | loss: 0.0309946 | val_loss: 0.031256 | Time: 2488.6 ms [2022-01-12 21:17:51 main:581] : INFO : Epoch 1709 | loss: 0.0309929 | val_loss: 0.0312643 | Time: 2388.78 ms [2022-01-12 21:17:54 main:581] : INFO : Epoch 1710 | loss: 0.0309885 | val_loss: 0.0312514 | Time: 2155.52 ms [2022-01-12 21:17:56 main:581] : INFO : Epoch 1711 | loss: 0.03099 | val_loss: 0.031261 | Time: 2053.87 ms [2022-01-12 21:17:58 main:581] : INFO : Epoch 1712 | loss: 0.0309932 | val_loss: 0.0312719 | Time: 2603.9 ms [2022-01-12 21:18:01 main:581] : INFO : Epoch 1713 | loss: 0.0309885 | val_loss: 0.0312784 | Time: 2442.14 ms [2022-01-12 21:18:03 main:581] : INFO : Epoch 1714 | loss: 0.0309846 | val_loss: 0.0312929 | Time: 2378.22 ms [2022-01-12 21:18:05 main:581] : INFO : Epoch 1715 | loss: 0.0309866 | val_loss: 0.0312834 | Time: 1993.81 ms [2022-01-12 21:18:07 main:581] : INFO : Epoch 1716 | loss: 0.0310094 | val_loss: 0.0312365 | Time: 2498.71 ms [2022-01-12 21:18:10 main:581] : INFO : Epoch 1717 | loss: 0.0309975 | val_loss: 0.0312528 | Time: 2480.35 ms [2022-01-12 21:18:12 main:581] : INFO : Epoch 1718 | loss: 0.0309831 | val_loss: 0.0312815 | Time: 2421.68 ms [2022-01-12 21:18:15 main:581] : INFO : Epoch 1719 | loss: 0.0309772 | val_loss: 0.0312759 | Time: 2229.67 ms [2022-01-12 21:18:17 main:581] : INFO : Epoch 1720 | loss: 0.0309791 | val_loss: 0.0312771 | Time: 2188.79 ms [2022-01-12 21:18:19 main:581] : INFO : Epoch 1721 | loss: 0.0309789 | val_loss: 0.0313092 | Time: 2603.59 ms [2022-01-12 21:18:22 main:581] : INFO : Epoch 1722 | loss: 0.0309821 | val_loss: 0.0312708 | Time: 2560 ms [2022-01-12 21:18:24 main:581] : INFO : Epoch 1723 | loss: 0.0309867 | val_loss: 0.0312573 | Time: 2411.8 ms [2022-01-12 21:18:26 main:581] : INFO : Epoch 1724 | loss: 0.0310014 | val_loss: 0.0312467 | Time: 2092.92 ms [2022-01-12 21:18:29 main:581] : INFO : Epoch 1725 | loss: 0.0310207 | val_loss: 0.0312586 | Time: 2718.79 ms [2022-01-12 21:18:32 main:581] : INFO : Epoch 1726 | loss: 0.0309982 | val_loss: 0.0312551 | Time: 2509.13 ms [2022-01-12 21:18:34 main:581] : INFO : Epoch 1727 | loss: 0.0309918 | val_loss: 0.031259 | Time: 2475.97 ms [2022-01-12 21:18:36 main:581] : INFO : Epoch 1728 | loss: 0.0310001 | val_loss: 0.0312828 | Time: 1770.37 ms [2022-01-12 21:18:38 main:581] : INFO : Epoch 1729 | loss: 0.0309881 | val_loss: 0.0313086 | Time: 2348.33 ms [2022-01-12 21:18:41 main:581] : INFO : Epoch 1730 | loss: 0.0309863 | val_loss: 0.0312729 | Time: 2396.6 ms [2022-01-12 21:18:43 main:581] : INFO : Epoch 1731 | loss: 0.0309793 | val_loss: 0.0313009 | Time: 2469.6 ms [2022-01-12 21:18:45 main:581] : INFO : Epoch 1732 | loss: 0.0309764 | val_loss: 0.0312684 | Time: 2055.48 ms [2022-01-12 21:18:48 main:581] : INFO : Epoch 1733 | loss: 0.0309814 | val_loss: 0.0312753 | Time: 2485.46 ms [2022-01-12 21:18:50 main:581] : INFO : Epoch 1734 | loss: 0.030983 | val_loss: 0.0312706 | Time: 2363.7 ms [2022-01-12 21:18:53 main:581] : INFO : Epoch 1735 | loss: 0.0309836 | val_loss: 0.0312756 | Time: 2532.08 ms [2022-01-12 21:18:55 main:581] : INFO : Epoch 1736 | loss: 0.0309843 | val_loss: 0.0312697 | Time: 2181.72 ms [2022-01-12 21:18:57 main:581] : INFO : Epoch 1737 | loss: 0.0309858 | val_loss: 0.0312596 | Time: 2290.7 ms [2022-01-12 21:18:59 main:581] : INFO : Epoch 1738 | loss: 0.0309909 | val_loss: 0.0312605 | Time: 2329.43 ms [2022-01-12 21:19:02 main:581] : INFO : Epoch 1739 | loss: 0.0309776 | val_loss: 0.0312874 | Time: 2385.91 ms [2022-01-12 21:19:04 main:581] : INFO : Epoch 1740 | loss: 0.030989 | val_loss: 0.0312456 | Time: 2411.99 ms [2022-01-12 21:19:06 main:581] : INFO : Epoch 1741 | loss: 0.0309875 | val_loss: 0.0312792 | Time: 2089.45 ms [2022-01-12 21:19:09 main:581] : INFO : Epoch 1742 | loss: 0.0309825 | val_loss: 0.031305 | Time: 2685.98 ms [2022-01-12 21:19:12 main:581] : INFO : Epoch 1743 | loss: 0.0309918 | val_loss: 0.0312715 | Time: 2522.03 ms [2022-01-12 21:19:14 main:581] : INFO : Epoch 1744 | loss: 0.0309936 | val_loss: 0.0313246 | Time: 2481.65 ms [2022-01-12 21:19:16 main:581] : INFO : Epoch 1745 | loss: 0.0309955 | val_loss: 0.0312904 | Time: 2004.48 ms [2022-01-12 21:19:18 main:581] : INFO : Epoch 1746 | loss: 0.0309897 | val_loss: 0.0312828 | Time: 2290.3 ms [2022-01-12 21:19:21 main:581] : INFO : Epoch 1747 | loss: 0.030982 | val_loss: 0.0313228 | Time: 2338.39 ms [2022-01-12 21:19:23 main:581] : INFO : Epoch 1748 | loss: 0.0309982 | val_loss: 0.0312654 | Time: 2499.14 ms [2022-01-12 21:19:25 main:581] : INFO : Epoch 1749 | loss: 0.0309945 | val_loss: 0.0312692 | Time: 2091.3 ms [2022-01-12 21:19:28 main:581] : INFO : Epoch 1750 | loss: 0.0309897 | val_loss: 0.031278 | Time: 2572.51 ms [2022-01-12 21:19:30 main:581] : INFO : Epoch 1751 | loss: 0.0309959 | val_loss: 0.0313084 | Time: 2433.78 ms [2022-01-12 21:19:33 main:581] : INFO : Epoch 1752 | loss: 0.0309968 | val_loss: 0.0312747 | Time: 2601.51 ms [2022-01-12 21:19:35 main:581] : INFO : Epoch 1753 | loss: 0.0309993 | val_loss: 0.0312753 | Time: 2047.51 ms [2022-01-12 21:19:38 main:581] : INFO : Epoch 1754 | loss: 0.0309888 | val_loss: 0.0312884 | Time: 2609.23 ms [2022-01-12 21:19:40 main:581] : INFO : Epoch 1755 | loss: 0.0309856 | val_loss: 0.0312385 | Time: 2471.66 ms [2022-01-12 21:19:42 main:581] : INFO : Epoch 1756 | loss: 0.0309886 | val_loss: 0.0312806 | Time: 2432.35 ms [2022-01-12 21:19:45 main:581] : INFO : Epoch 1757 | loss: 0.0309918 | val_loss: 0.0312761 | Time: 2275.89 ms [2022-01-12 21:19:47 main:581] : INFO : Epoch 1758 | loss: 0.0309922 | val_loss: 0.0312594 | Time: 2107.4 ms [2022-01-12 21:19:49 main:581] : INFO : Epoch 1759 | loss: 0.0309929 | val_loss: 0.0312466 | Time: 2585.57 ms [2022-01-12 21:19:52 main:581] : INFO : Epoch 1760 | loss: 0.0309888 | val_loss: 0.0312479 | Time: 2467.32 ms [2022-01-12 21:19:54 main:581] : INFO : Epoch 1761 | loss: 0.0309941 | val_loss: 0.0312543 | Time: 2437.82 ms [2022-01-12 21:19:56 main:581] : INFO : Epoch 1762 | loss: 0.0309957 | val_loss: 0.031265 | Time: 1801.26 ms [2022-01-12 21:19:58 main:581] : INFO : Epoch 1763 | loss: 0.0309877 | val_loss: 0.0312623 | Time: 2295.04 ms [2022-01-12 21:20:01 main:581] : INFO : Epoch 1764 | loss: 0.030991 | val_loss: 0.0312923 | Time: 2510.66 ms [2022-01-12 21:20:04 main:581] : INFO : Epoch 1765 | loss: 0.0309797 | val_loss: 0.0312772 | Time: 2681.5 ms [2022-01-12 21:20:06 main:581] : INFO : Epoch 1766 | loss: 0.0309834 | val_loss: 0.0312962 | Time: 2095.38 ms [2022-01-12 21:20:08 main:581] : INFO : Epoch 1767 | loss: 0.0309823 | val_loss: 0.0313158 | Time: 2425.38 ms [2022-01-12 21:20:11 main:581] : INFO : Epoch 1768 | loss: 0.030985 | val_loss: 0.0312961 | Time: 2492.91 ms [2022-01-12 21:20:13 main:581] : INFO : Epoch 1769 | loss: 0.0309876 | val_loss: 0.0312802 | Time: 2605.48 ms [2022-01-12 21:20:15 main:581] : INFO : Epoch 1770 | loss: 0.0309806 | val_loss: 0.0312808 | Time: 2002.13 ms [2022-01-12 21:20:18 main:581] : INFO : Epoch 1771 | loss: 0.0309841 | val_loss: 0.0312864 | Time: 2382.24 ms [2022-01-12 21:20:20 main:581] : INFO : Epoch 1772 | loss: 0.0309884 | val_loss: 0.0312496 | Time: 2507.05 ms [2022-01-12 21:20:23 main:581] : INFO : Epoch 1773 | loss: 0.0310075 | val_loss: 0.0312916 | Time: 2422.18 ms [2022-01-12 21:20:25 main:581] : INFO : Epoch 1774 | loss: 0.0309913 | val_loss: 0.0312596 | Time: 2101.63 ms [2022-01-12 21:20:27 main:581] : INFO : Epoch 1775 | loss: 0.0310026 | val_loss: 0.0312655 | Time: 2398.62 ms [2022-01-12 21:20:30 main:581] : INFO : Epoch 1776 | loss: 0.0309981 | val_loss: 0.0312723 | Time: 2479.44 ms [2022-01-12 21:20:32 main:581] : INFO : Epoch 1777 | loss: 0.0309981 | val_loss: 0.0312326 | Time: 2361.28 ms [2022-01-12 21:20:34 main:581] : INFO : Epoch 1778 | loss: 0.0309973 | val_loss: 0.0312502 | Time: 2341.21 ms [2022-01-12 21:20:36 main:581] : INFO : Epoch 1779 | loss: 0.0309861 | val_loss: 0.0312669 | Time: 2151.62 ms [2022-01-12 21:20:39 main:581] : INFO : Epoch 1780 | loss: 0.0309996 | val_loss: 0.0313054 | Time: 2564.67 ms [2022-01-12 21:20:41 main:581] : INFO : Epoch 1781 | loss: 0.0309948 | val_loss: 0.0312871 | Time: 2489.5 ms [2022-01-12 21:20:44 main:581] : INFO : Epoch 1782 | loss: 0.0309827 | val_loss: 0.0312931 | Time: 2214.76 ms [2022-01-12 21:20:46 main:581] : INFO : Epoch 1783 | loss: 0.0313121 | val_loss: 0.03146 | Time: 1999.72 ms [2022-01-12 21:20:48 main:581] : INFO : Epoch 1784 | loss: 0.0343786 | val_loss: 0.0396102 | Time: 2358.03 ms [2022-01-12 21:20:50 main:581] : INFO : Epoch 1785 | loss: 0.0462943 | val_loss: 0.0354192 | Time: 2314.86 ms [2022-01-12 21:20:53 main:581] : INFO : Epoch 1786 | loss: 0.0329439 | val_loss: 0.0317464 | Time: 2373.38 ms [2022-01-12 21:20:55 main:581] : INFO : Epoch 1787 | loss: 0.0314482 | val_loss: 0.0313019 | Time: 2216.63 ms [2022-01-12 21:20:57 main:581] : INFO : Epoch 1788 | loss: 0.0312806 | val_loss: 0.0312664 | Time: 2203.12 ms [2022-01-12 21:21:00 main:581] : INFO : Epoch 1789 | loss: 0.03126 | val_loss: 0.0312555 | Time: 2480.39 ms [2022-01-12 21:21:02 main:581] : INFO : Epoch 1790 | loss: 0.0312552 | val_loss: 0.031254 | Time: 2589.67 ms [2022-01-12 21:21:04 main:581] : INFO : Epoch 1791 | loss: 0.0312543 | val_loss: 0.0312536 | Time: 2308.12 ms [2022-01-12 21:21:07 main:581] : INFO : Epoch 1792 | loss: 0.0312537 | val_loss: 0.0312532 | Time: 2125.13 ms [2022-01-12 21:21:09 main:581] : INFO : Epoch 1793 | loss: 0.0312533 | val_loss: 0.0312535 | Time: 2614.93 ms [2022-01-12 21:21:12 main:581] : INFO : Epoch 1794 | loss: 0.0312533 | val_loss: 0.0312527 | Time: 2649.77 ms [2022-01-12 21:21:14 main:581] : INFO : Epoch 1795 | loss: 0.031253 | val_loss: 0.0312524 | Time: 2401.01 ms [2022-01-12 21:21:16 main:581] : INFO : Epoch 1796 | loss: 0.0312528 | val_loss: 0.0312523 | Time: 2041.86 ms [2022-01-12 21:21:19 main:581] : INFO : Epoch 1797 | loss: 0.0312527 | val_loss: 0.0312522 | Time: 2568.66 ms [2022-01-12 21:21:21 main:581] : INFO : Epoch 1798 | loss: 0.0312525 | val_loss: 0.0312525 | Time: 2453.61 ms [2022-01-12 21:21:24 main:581] : INFO : Epoch 1799 | loss: 0.0312524 | val_loss: 0.0312521 | Time: 2405.53 ms [2022-01-12 21:21:26 main:581] : INFO : Epoch 1800 | loss: 0.0312524 | val_loss: 0.0312523 | Time: 2009.75 ms [2022-01-12 21:21:28 main:581] : INFO : Epoch 1801 | loss: 0.0312523 | val_loss: 0.0312519 | Time: 2200.75 ms [2022-01-12 21:21:30 main:581] : INFO : Epoch 1802 | loss: 0.031252 | val_loss: 0.0312518 | Time: 2392.39 ms [2022-01-12 21:21:33 main:581] : INFO : Epoch 1803 | loss: 0.0312521 | val_loss: 0.0312517 | Time: 2313.18 ms [2022-01-12 21:21:35 main:581] : INFO : Epoch 1804 | loss: 0.0312519 | val_loss: 0.0312514 | Time: 2211.12 ms [2022-01-12 21:21:37 main:581] : INFO : Epoch 1805 | loss: 0.0312518 | val_loss: 0.0312514 | Time: 2403.8 ms [2022-01-12 21:21:40 main:581] : INFO : Epoch 1806 | loss: 0.0312518 | val_loss: 0.0312513 | Time: 2364.84 ms [2022-01-12 21:21:42 main:581] : INFO : Epoch 1807 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 2300.73 ms [2022-01-12 21:21:44 main:581] : INFO : Epoch 1808 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 2205.34 ms [2022-01-12 21:21:46 main:581] : INFO : Epoch 1809 | loss: 0.0312516 | val_loss: 0.0312511 | Time: 1949.57 ms [2022-01-12 21:21:49 main:581] : INFO : Epoch 1810 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 2452.57 ms [2022-01-12 21:21:51 main:581] : INFO : Epoch 1811 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 2403.57 ms [2022-01-12 21:21:53 main:581] : INFO : Epoch 1812 | loss: 0.0312514 | val_loss: 0.031251 | Time: 2485.38 ms [2022-01-12 21:21:56 main:581] : INFO : Epoch 1813 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 2059.01 ms [2022-01-12 21:21:58 main:581] : INFO : Epoch 1814 | loss: 0.0312513 | val_loss: 0.0312518 | Time: 2388.22 ms [2022-01-12 21:22:00 main:581] : INFO : Epoch 1815 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 2562.52 ms [2022-01-12 21:22:03 main:581] : INFO : Epoch 1816 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 2559.31 ms [2022-01-12 21:22:05 main:581] : INFO : Epoch 1817 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 2063.86 ms [2022-01-12 21:22:08 main:581] : INFO : Epoch 1818 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2483.74 ms [2022-01-12 21:22:10 main:581] : INFO : Epoch 1819 | loss: 0.0312514 | val_loss: 0.031251 | Time: 2532.33 ms [2022-01-12 21:22:13 main:581] : INFO : Epoch 1820 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 2421.36 ms [2022-01-12 21:22:15 main:581] : INFO : Epoch 1821 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2170.19 ms [2022-01-12 21:22:17 main:581] : INFO : Epoch 1822 | loss: 0.0312513 | val_loss: 0.031251 | Time: 2105.97 ms [2022-01-12 21:22:19 main:581] : INFO : Epoch 1823 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 2563.05 ms [2022-01-12 21:22:22 main:581] : INFO : Epoch 1824 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2642.72 ms [2022-01-12 21:22:24 main:581] : INFO : Epoch 1825 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 2294.49 ms [2022-01-12 21:22:26 main:581] : INFO : Epoch 1826 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2156.02 ms [2022-01-12 21:22:29 main:581] : INFO : Epoch 1827 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2609.65 ms [2022-01-12 21:22:32 main:581] : INFO : Epoch 1828 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2599.95 ms [2022-01-12 21:22:34 main:581] : INFO : Epoch 1829 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2581.2 ms [2022-01-12 21:22:36 main:581] : INFO : Epoch 1830 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1949.52 ms [2022-01-12 21:22:39 main:581] : INFO : Epoch 1831 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 2481.62 ms [2022-01-12 21:22:41 main:581] : INFO : Epoch 1832 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2618.62 ms [2022-01-12 21:22:44 main:581] : INFO : Epoch 1833 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2556.93 ms [2022-01-12 21:22:46 main:581] : INFO : Epoch 1834 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2023.03 ms [2022-01-12 21:22:48 main:581] : INFO : Epoch 1835 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2374.57 ms [2022-01-12 21:22:51 main:581] : INFO : Epoch 1836 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2457.75 ms [2022-01-12 21:22:53 main:581] : INFO : Epoch 1837 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2536.64 ms [2022-01-12 21:22:55 main:581] : INFO : Epoch 1838 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1946.07 ms [2022-01-12 21:22:57 main:581] : INFO : Epoch 1839 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2284.54 ms [2022-01-12 21:23:00 main:581] : INFO : Epoch 1840 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2564.37 ms [2022-01-12 21:23:03 main:581] : INFO : Epoch 1841 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2713.69 ms [2022-01-12 21:23:05 main:581] : INFO : Epoch 1842 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2122.66 ms [2022-01-12 21:23:07 main:581] : INFO : Epoch 1843 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2186.13 ms [2022-01-12 21:23:09 main:581] : INFO : Epoch 1844 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2317.57 ms [2022-01-12 21:23:12 main:581] : INFO : Epoch 1845 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 2576.81 ms [2022-01-12 21:23:14 main:581] : INFO : Epoch 1846 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2438.61 ms [2022-01-12 21:23:17 main:581] : INFO : Epoch 1847 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2099.21 ms [2022-01-12 21:23:19 main:581] : INFO : Epoch 1848 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2575.87 ms [2022-01-12 21:23:22 main:581] : INFO : Epoch 1849 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2618.95 ms [2022-01-12 21:23:24 main:581] : INFO : Epoch 1850 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2577.79 ms [2022-01-12 21:23:26 main:581] : INFO : Epoch 1851 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2071.77 ms [2022-01-12 21:23:29 main:581] : INFO : Epoch 1852 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2540.34 ms [2022-01-12 21:23:31 main:581] : INFO : Epoch 1853 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2412.69 ms [2022-01-12 21:23:34 main:581] : INFO : Epoch 1854 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2455.44 ms [2022-01-12 21:23:36 main:581] : INFO : Epoch 1855 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1991.7 ms [2022-01-12 21:23:38 main:581] : INFO : Epoch 1856 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2235.04 ms [2022-01-12 21:23:40 main:581] : INFO : Epoch 1857 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2312.62 ms [2022-01-12 21:23:43 main:581] : INFO : Epoch 1858 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2365.68 ms [2022-01-12 21:23:45 main:581] : INFO : Epoch 1859 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2115.14 ms [2022-01-12 21:23:47 main:581] : INFO : Epoch 1860 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2313.61 ms [2022-01-12 21:23:50 main:581] : INFO : Epoch 1861 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2459.61 ms [2022-01-12 21:23:52 main:581] : INFO : Epoch 1862 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2454.98 ms [2022-01-12 21:23:55 main:581] : INFO : Epoch 1863 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2478.32 ms [2022-01-12 21:23:57 main:581] : INFO : Epoch 1864 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 2274.51 ms [2022-01-12 21:23:59 main:581] : INFO : Epoch 1865 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 2443.82 ms [2022-01-12 21:24:02 main:581] : INFO : Epoch 1866 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2389.03 ms [2022-01-12 21:24:04 main:581] : INFO : Epoch 1867 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2500.56 ms [2022-01-12 21:24:06 main:581] : INFO : Epoch 1868 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2062.04 ms [2022-01-12 21:24:08 main:581] : INFO : Epoch 1869 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2251.6 ms [2022-01-12 21:24:10 main:581] : INFO : Epoch 1870 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1985.58 ms [2022-01-12 21:24:12 main:581] : INFO : Epoch 1871 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1794.44 ms [2022-01-12 21:24:14 main:581] : INFO : Epoch 1872 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2105.15 ms [2022-01-12 21:24:16 main:581] : INFO : Epoch 1873 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2101.69 ms [2022-01-12 21:24:19 main:581] : INFO : Epoch 1874 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2398.64 ms [2022-01-12 21:24:21 main:581] : INFO : Epoch 1875 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2461.83 ms [2022-01-12 21:24:24 main:581] : INFO : Epoch 1876 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2485.81 ms [2022-01-12 21:24:26 main:581] : INFO : Epoch 1877 | loss: 0.0312509 | val_loss: 0.0312523 | Time: 2000.72 ms [2022-01-12 21:24:28 main:581] : INFO : Epoch 1878 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2436.43 ms [2022-01-12 21:24:31 main:581] : INFO : Epoch 1879 | loss: 0.03125 | val_loss: 0.03125 | Time: 2595.97 ms [2022-01-12 21:24:33 main:581] : INFO : Epoch 1880 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2395.29 ms [2022-01-12 21:24:35 main:581] : INFO : Epoch 1881 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1905.34 ms [2022-01-12 21:24:37 main:581] : INFO : Epoch 1882 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2301.01 ms [2022-01-12 21:24:40 main:581] : INFO : Epoch 1883 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2416.19 ms [2022-01-12 21:24:42 main:581] : INFO : Epoch 1884 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 2278.38 ms [2022-01-12 21:24:44 main:581] : INFO : Epoch 1885 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2204.22 ms [2022-01-12 21:24:46 main:581] : INFO : Epoch 1886 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2099.94 ms [2022-01-12 21:24:49 main:581] : INFO : Epoch 1887 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2557.43 ms [2022-01-12 21:24:51 main:581] : INFO : Epoch 1888 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2334.21 ms [2022-01-12 21:24:54 main:581] : INFO : Epoch 1889 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2297.2 ms [2022-01-12 21:24:56 main:581] : INFO : Epoch 1890 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2015.26 ms [2022-01-12 21:24:58 main:581] : INFO : Epoch 1891 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2398.65 ms [2022-01-12 21:25:00 main:581] : INFO : Epoch 1892 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2405.64 ms [2022-01-12 21:25:03 main:581] : INFO : Epoch 1893 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2591.77 ms [2022-01-12 21:25:05 main:581] : INFO : Epoch 1894 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 2088.65 ms [2022-01-12 21:25:07 main:581] : INFO : Epoch 1895 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2327.88 ms [2022-01-12 21:25:10 main:581] : INFO : Epoch 1896 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2292.71 ms [2022-01-12 21:25:12 main:581] : INFO : Epoch 1897 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2360.01 ms [2022-01-12 21:25:14 main:581] : INFO : Epoch 1898 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1880.9 ms [2022-01-12 21:25:16 main:581] : INFO : Epoch 1899 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2010.92 ms [2022-01-12 21:25:18 main:581] : INFO : Epoch 1900 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2448.51 ms [2022-01-12 21:25:21 main:581] : INFO : Epoch 1901 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 2508.87 ms [2022-01-12 21:25:23 main:581] : INFO : Epoch 1902 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2559.83 ms [2022-01-12 21:25:25 main:581] : INFO : Epoch 1903 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2000.36 ms [2022-01-12 21:25:28 main:581] : INFO : Epoch 1904 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2328.43 ms [2022-01-12 21:25:30 main:581] : INFO : Epoch 1905 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2495.35 ms [2022-01-12 21:25:33 main:581] : INFO : Epoch 1906 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2509.23 ms [2022-01-12 21:25:35 main:581] : INFO : Epoch 1907 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2071.39 ms [2022-01-12 21:25:37 main:581] : INFO : Epoch 1908 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2330.64 ms [2022-01-12 21:25:40 main:581] : INFO : Epoch 1909 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2441.43 ms [2022-01-12 21:25:42 main:581] : INFO : Epoch 1910 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2730.97 ms [2022-01-12 21:25:45 main:581] : INFO : Epoch 1911 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2308.26 ms [2022-01-12 21:25:47 main:581] : INFO : Epoch 1912 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2302.33 ms [2022-01-12 21:25:49 main:581] : INFO : Epoch 1913 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2353.11 ms [2022-01-12 21:25:52 main:581] : INFO : Epoch 1914 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2309.01 ms [2022-01-12 21:25:54 main:581] : INFO : Epoch 1915 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2550.52 ms [2022-01-12 21:25:56 main:581] : INFO : Epoch 1916 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2076.7 ms [2022-01-12 21:25:59 main:581] : INFO : Epoch 1917 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2483.19 ms [2022-01-12 21:26:01 main:581] : INFO : Epoch 1918 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2600.79 ms [2022-01-12 21:26:04 main:581] : INFO : Epoch 1919 | loss: 0.03125 | val_loss: 0.0312534 | Time: 2332.5 ms [2022-01-12 21:26:06 main:581] : INFO : Epoch 1920 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2042.82 ms [2022-01-12 21:26:08 main:581] : INFO : Epoch 1921 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2274.17 ms [2022-01-12 21:26:11 main:581] : INFO : Epoch 1922 | loss: 0.03125 | val_loss: 0.03125 | Time: 2637.37 ms [2022-01-12 21:26:13 main:581] : INFO : Epoch 1923 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2340.96 ms [2022-01-12 21:26:15 main:581] : INFO : Epoch 1924 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2080.52 ms [2022-01-12 21:26:18 main:581] : INFO : Epoch 1925 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 2524.69 ms [2022-01-12 21:26:20 main:581] : INFO : Epoch 1926 | loss: 0.0312518 | val_loss: 0.0312515 | Time: 2546.31 ms [2022-01-12 21:26:23 main:581] : INFO : Epoch 1927 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2456.89 ms [2022-01-12 21:26:25 main:581] : INFO : Epoch 1928 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2184.33 ms [2022-01-12 21:26:27 main:581] : INFO : Epoch 1929 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2360.27 ms [2022-01-12 21:26:29 main:581] : INFO : Epoch 1930 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 2200.9 ms [2022-01-12 21:26:32 main:581] : INFO : Epoch 1931 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 2314.65 ms [2022-01-12 21:26:34 main:581] : INFO : Epoch 1932 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2420.14 ms [2022-01-12 21:26:36 main:581] : INFO : Epoch 1933 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 2113.31 ms [2022-01-12 21:26:39 main:581] : INFO : Epoch 1934 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2554.73 ms [2022-01-12 21:26:41 main:581] : INFO : Epoch 1935 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2437.28 ms [2022-01-12 21:26:44 main:581] : INFO : Epoch 1936 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 2497.95 ms [2022-01-12 21:26:46 main:581] : INFO : Epoch 1937 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 2095.77 ms [2022-01-12 21:26:48 main:581] : INFO : Epoch 1938 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2527.45 ms [2022-01-12 21:26:51 main:581] : INFO : Epoch 1939 | loss: 0.0312492 | val_loss: 0.0312519 | Time: 2450.27 ms [2022-01-12 21:26:53 main:581] : INFO : Epoch 1940 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 2414.69 ms [2022-01-12 21:26:55 main:581] : INFO : Epoch 1941 | loss: 0.0312518 | val_loss: 0.0312537 | Time: 1910.52 ms [2022-01-12 21:26:57 main:581] : INFO : Epoch 1942 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2361.43 ms [2022-01-12 21:27:00 main:581] : INFO : Epoch 1943 | loss: 0.031249 | val_loss: 0.0312504 | Time: 2333.5 ms [2022-01-12 21:27:02 main:581] : INFO : Epoch 1944 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 2628.51 ms [2022-01-12 21:27:05 main:581] : INFO : Epoch 1945 | loss: 0.031249 | val_loss: 0.0312501 | Time: 2365.42 ms [2022-01-12 21:27:07 main:581] : INFO : Epoch 1946 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2271.43 ms [2022-01-12 21:27:09 main:581] : INFO : Epoch 1947 | loss: 0.031249 | val_loss: 0.0312506 | Time: 2360.69 ms [2022-01-12 21:27:12 main:581] : INFO : Epoch 1948 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2331.42 ms [2022-01-12 21:27:14 main:581] : INFO : Epoch 1949 | loss: 0.03125 | val_loss: 0.0312514 | Time: 2327.54 ms [2022-01-12 21:27:16 main:581] : INFO : Epoch 1950 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1806.55 ms [2022-01-12 21:27:18 main:581] : INFO : Epoch 1951 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 2379.44 ms [2022-01-12 21:27:21 main:581] : INFO : Epoch 1952 | loss: 0.031249 | val_loss: 0.0312501 | Time: 2396.45 ms [2022-01-12 21:27:23 main:581] : INFO : Epoch 1953 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2625.76 ms [2022-01-12 21:27:25 main:581] : INFO : Epoch 1954 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2097.49 ms [2022-01-12 21:27:28 main:581] : INFO : Epoch 1955 | loss: 0.0312489 | val_loss: 0.0312511 | Time: 2431.49 ms [2022-01-12 21:27:30 main:581] : INFO : Epoch 1956 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 2448.28 ms [2022-01-12 21:27:33 main:581] : INFO : Epoch 1957 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 2506.65 ms [2022-01-12 21:27:35 main:581] : INFO : Epoch 1958 | loss: 0.031249 | val_loss: 0.0312493 | Time: 2113.09 ms [2022-01-12 21:27:37 main:581] : INFO : Epoch 1959 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 2298.35 ms [2022-01-12 21:27:40 main:581] : INFO : Epoch 1960 | loss: 0.031249 | val_loss: 0.0312505 | Time: 2310.72 ms [2022-01-12 21:27:42 main:581] : INFO : Epoch 1961 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 2309.66 ms [2022-01-12 21:27:44 main:581] : INFO : Epoch 1962 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2394.51 ms [2022-01-12 21:27:46 main:581] : INFO : Epoch 1963 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 2212.29 ms [2022-01-12 21:27:49 main:581] : INFO : Epoch 1964 | loss: 0.0312492 | val_loss: 0.0312513 | Time: 2586.26 ms [2022-01-12 21:27:51 main:581] : INFO : Epoch 1965 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 2449.13 ms [2022-01-12 21:27:54 main:581] : INFO : Epoch 1966 | loss: 0.0312488 | val_loss: 0.0312522 | Time: 2403.04 ms [2022-01-12 21:27:56 main:581] : INFO : Epoch 1967 | loss: 0.0312529 | val_loss: 0.0312615 | Time: 1958.18 ms [2022-01-12 21:27:58 main:581] : INFO : Epoch 1968 | loss: 0.0312528 | val_loss: 0.0312494 | Time: 2466.78 ms [2022-01-12 21:28:01 main:581] : INFO : Epoch 1969 | loss: 0.0312509 | val_loss: 0.031253 | Time: 2336.41 ms [2022-01-12 21:28:03 main:581] : INFO : Epoch 1970 | loss: 0.031251 | val_loss: 0.0312514 | Time: 2494.06 ms [2022-01-12 21:28:05 main:581] : INFO : Epoch 1971 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2092.12 ms [2022-01-12 21:28:08 main:581] : INFO : Epoch 1972 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2516.5 ms [2022-01-12 21:28:10 main:581] : INFO : Epoch 1973 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 2495.75 ms [2022-01-12 21:28:13 main:581] : INFO : Epoch 1974 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 2534.87 ms [2022-01-12 21:28:15 main:581] : INFO : Epoch 1975 | loss: 0.031249 | val_loss: 0.0312491 | Time: 2046.89 ms [2022-01-12 21:28:17 main:581] : INFO : Epoch 1976 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 2077.53 ms [2022-01-12 21:28:19 main:581] : INFO : Epoch 1977 | loss: 0.0312496 | val_loss: 0.0312577 | Time: 2409.34 ms [2022-01-12 21:28:22 main:581] : INFO : Epoch 1978 | loss: 0.0312532 | val_loss: 0.0312508 | Time: 2486.47 ms [2022-01-12 21:28:24 main:581] : INFO : Epoch 1979 | loss: 0.0312495 | val_loss: 0.031249 | Time: 2313.72 ms [2022-01-12 21:28:26 main:581] : INFO : Epoch 1980 | loss: 0.031248 | val_loss: 0.0312499 | Time: 2098.89 ms [2022-01-12 21:28:29 main:581] : INFO : Epoch 1981 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 2392.48 ms [2022-01-12 21:28:31 main:581] : INFO : Epoch 1982 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 2586.49 ms [2022-01-12 21:28:34 main:581] : INFO : Epoch 1983 | loss: 0.0312489 | val_loss: 0.031251 | Time: 2521.43 ms [2022-01-12 21:28:36 main:581] : INFO : Epoch 1984 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1966.07 ms [2022-01-12 21:28:38 main:581] : INFO : Epoch 1985 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 2501.81 ms [2022-01-12 21:28:41 main:581] : INFO : Epoch 1986 | loss: 0.0312481 | val_loss: 0.0312491 | Time: 2596.55 ms [2022-01-12 21:28:43 main:581] : INFO : Epoch 1987 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 2435.5 ms [2022-01-12 21:28:45 main:581] : INFO : Epoch 1988 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 2029.47 ms [2022-01-12 21:28:48 main:581] : INFO : Epoch 1989 | loss: 0.0312517 | val_loss: 0.0312595 | Time: 2476.87 ms [2022-01-12 21:28:50 main:581] : INFO : Epoch 1990 | loss: 0.0312572 | val_loss: 0.0312628 | Time: 2171.04 ms [2022-01-12 21:28:52 main:581] : INFO : Epoch 1991 | loss: 0.0312524 | val_loss: 0.0312518 | Time: 2250.92 ms [2022-01-12 21:28:54 main:581] : INFO : Epoch 1992 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 2282.42 ms [2022-01-12 21:28:57 main:581] : INFO : Epoch 1993 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 2186.27 ms [2022-01-12 21:28:59 main:581] : INFO : Epoch 1994 | loss: 0.0312492 | val_loss: 0.0312511 | Time: 2422.23 ms [2022-01-12 21:29:02 main:581] : INFO : Epoch 1995 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 2490.63 ms [2022-01-12 21:29:04 main:581] : INFO : Epoch 1996 | loss: 0.0312503 | val_loss: 0.0312491 | Time: 2516.56 ms [2022-01-12 21:29:06 main:581] : INFO : Epoch 1997 | loss: 0.0312514 | val_loss: 0.03125 | Time: 1977.68 ms [2022-01-12 21:29:08 main:581] : INFO : Epoch 1998 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 2478.33 ms [2022-01-12 21:29:11 main:581] : INFO : Epoch 1999 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2536.16 ms [2022-01-12 21:29:13 main:581] : INFO : Epoch 2000 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 2365.28 ms [2022-01-12 21:29:15 main:581] : INFO : Epoch 2001 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1990.94 ms [2022-01-12 21:29:18 main:581] : INFO : Epoch 2002 | loss: 0.0312492 | val_loss: 0.0312532 | Time: 2436.53 ms [2022-01-12 21:29:20 main:581] : INFO : Epoch 2003 | loss: 0.0312511 | val_loss: 0.0312491 | Time: 2487.79 ms [2022-01-12 21:29:23 main:581] : INFO : Epoch 2004 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 2413.02 ms [2022-01-12 21:29:25 main:581] : INFO : Epoch 2005 | loss: 0.0312512 | val_loss: 0.031255 | Time: 2091.12 ms [2022-01-12 21:29:27 main:581] : INFO : Epoch 2006 | loss: 0.0312501 | val_loss: 0.031254 | Time: 2187.89 ms [2022-01-12 21:29:29 main:581] : INFO : Epoch 2007 | loss: 0.031251 | val_loss: 0.0312487 | Time: 2175.08 ms [2022-01-12 21:29:31 main:581] : INFO : Epoch 2008 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1932.54 ms [2022-01-12 21:29:33 main:581] : INFO : Epoch 2009 | loss: 0.0312478 | val_loss: 0.0312491 | Time: 2293.44 ms [2022-01-12 21:29:35 main:581] : INFO : Epoch 2010 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1985.14 ms [2022-01-12 21:29:38 main:581] : INFO : Epoch 2011 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 2587.25 ms [2022-01-12 21:29:40 main:581] : INFO : Epoch 2012 | loss: 0.0312476 | val_loss: 0.0312494 | Time: 2515.24 ms [2022-01-12 21:29:43 main:581] : INFO : Epoch 2013 | loss: 0.0312487 | val_loss: 0.0312511 | Time: 2705.85 ms [2022-01-12 21:29:45 main:581] : INFO : Epoch 2014 | loss: 0.0312484 | val_loss: 0.031249 | Time: 2002.96 ms [2022-01-12 21:29:48 main:581] : INFO : Epoch 2015 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 2498.68 ms [2022-01-12 21:29:50 main:581] : INFO : Epoch 2016 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 2491.46 ms [2022-01-12 21:29:52 main:581] : INFO : Epoch 2017 | loss: 0.0312482 | val_loss: 0.0312528 | Time: 2272.39 ms [2022-01-12 21:29:55 main:581] : INFO : Epoch 2018 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 2158.74 ms [2022-01-12 21:29:57 main:581] : INFO : Epoch 2019 | loss: 0.0312474 | val_loss: 0.0312492 | Time: 2250.55 ms [2022-01-12 21:29:59 main:581] : INFO : Epoch 2020 | loss: 0.0312473 | val_loss: 0.0312491 | Time: 2496.66 ms [2022-01-12 21:30:02 main:581] : INFO : Epoch 2021 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 2653.44 ms [2022-01-12 21:30:04 main:581] : INFO : Epoch 2022 | loss: 0.0312493 | val_loss: 0.0312525 | Time: 2367.05 ms [2022-01-12 21:30:07 main:581] : INFO : Epoch 2023 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 2181.04 ms [2022-01-12 21:30:09 main:581] : INFO : Epoch 2024 | loss: 0.0312509 | val_loss: 0.0312537 | Time: 2505.76 ms [2022-01-12 21:30:12 main:581] : INFO : Epoch 2025 | loss: 0.031251 | val_loss: 0.031249 | Time: 2499.83 ms [2022-01-12 21:30:14 main:581] : INFO : Epoch 2026 | loss: 0.0312504 | val_loss: 0.0312485 | Time: 2346.76 ms [2022-01-12 21:30:16 main:581] : INFO : Epoch 2027 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 1980.64 ms [2022-01-12 21:30:19 main:581] : INFO : Epoch 2028 | loss: 0.0312473 | val_loss: 0.0312488 | Time: 2590.67 ms [2022-01-12 21:30:21 main:581] : INFO : Epoch 2029 | loss: 0.0312478 | val_loss: 0.0312496 | Time: 2372.44 ms [2022-01-12 21:30:23 main:581] : INFO : Epoch 2030 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2335.78 ms [2022-01-12 21:30:25 main:581] : INFO : Epoch 2031 | loss: 0.0312479 | val_loss: 0.0312497 | Time: 2001.59 ms [2022-01-12 21:30:28 main:581] : INFO : Epoch 2032 | loss: 0.031249 | val_loss: 0.0312527 | Time: 2553.47 ms [2022-01-12 21:30:30 main:581] : INFO : Epoch 2033 | loss: 0.0312509 | val_loss: 0.0312484 | Time: 2430.8 ms [2022-01-12 21:30:32 main:581] : INFO : Epoch 2034 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 2213.53 ms [2022-01-12 21:30:35 main:581] : INFO : Epoch 2035 | loss: 0.0312468 | val_loss: 0.031248 | Time: 2299.61 ms [2022-01-12 21:30:37 main:581] : INFO : Epoch 2036 | loss: 0.0312479 | val_loss: 0.0312495 | Time: 2276.74 ms [2022-01-12 21:30:39 main:581] : INFO : Epoch 2037 | loss: 0.0312475 | val_loss: 0.0312505 | Time: 2298.84 ms [2022-01-12 21:30:42 main:581] : INFO : Epoch 2038 | loss: 0.0312492 | val_loss: 0.031248 | Time: 2515.37 ms [2022-01-12 21:30:44 main:581] : INFO : Epoch 2039 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2487.72 ms [2022-01-12 21:30:46 main:581] : INFO : Epoch 2040 | loss: 0.031247 | val_loss: 0.0312478 | Time: 2076.92 ms [2022-01-12 21:30:49 main:581] : INFO : Epoch 2041 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 2535.34 ms [2022-01-12 21:30:51 main:581] : INFO : Epoch 2042 | loss: 0.031247 | val_loss: 0.0312482 | Time: 2393.23 ms [2022-01-12 21:30:54 main:581] : INFO : Epoch 2043 | loss: 0.0312477 | val_loss: 0.0312546 | Time: 2360.79 ms [2022-01-12 21:30:56 main:581] : INFO : Epoch 2044 | loss: 0.0312494 | val_loss: 0.0312542 | Time: 1971.64 ms [2022-01-12 21:30:58 main:581] : INFO : Epoch 2045 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 2432.41 ms [2022-01-12 21:31:01 main:581] : INFO : Epoch 2046 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 2544.6 ms [2022-01-12 21:31:03 main:581] : INFO : Epoch 2047 | loss: 0.0312466 | val_loss: 0.0312476 | Time: 2452.02 ms [2022-01-12 21:31:05 main:581] : INFO : Epoch 2048 | loss: 0.031247 | val_loss: 0.0312524 | Time: 1943.91 ms [2022-01-12 21:31:05 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312524 [2022-01-12 21:31:05 main:610] : INFO : Saving end state to config to file [2022-01-12 21:31:05 main:615] : INFO : Success, exiting.. 21:31:05 (128311): 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)