Task 3737005
| Name | ParityModified-1611091438-2306-0_0 |
| Workunit | 1919451 |
| Created | 19 Jan 2021, 21:24:00 UTC |
| Sent | 21 Jan 2021, 11:51:20 UTC |
| Report deadline | 29 Jan 2021, 11:51:20 UTC |
| Received | 21 Jan 2021, 21:40:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 1 hours 29 min 13 sec |
| CPU time | 1 hours 16 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0309954 | val_loss: 0.0312831 | Time: 2642.04 ms [2021-01-21 12:17:33 main:574] : INFO : Epoch 1543 | loss: 0.0309956 | val_loss: 0.0312785 | Time: 2588.38 ms [2021-01-21 12:17:36 main:574] : INFO : Epoch 1544 | loss: 0.0309964 | val_loss: 0.0313042 | Time: 2562.76 ms [2021-01-21 12:17:39 main:574] : INFO : Epoch 1545 | loss: 0.0309906 | val_loss: 0.0313146 | Time: 2602.58 ms [2021-01-21 12:17:41 main:574] : INFO : Epoch 1546 | loss: 0.0309982 | val_loss: 0.0312982 | Time: 2599.55 ms [2021-01-21 12:17:44 main:574] : INFO : Epoch 1547 | loss: 0.0309983 | val_loss: 0.0312699 | Time: 2541.08 ms [2021-01-21 12:17:47 main:574] : INFO : Epoch 1548 | loss: 0.0309916 | val_loss: 0.0313144 | Time: 2593.44 ms [2021-01-21 12:17:49 main:574] : INFO : Epoch 1549 | loss: 0.0309871 | val_loss: 0.0313116 | Time: 2514.93 ms [2021-01-21 12:17:52 main:574] : INFO : Epoch 1550 | loss: 0.0309936 | val_loss: 0.0312858 | Time: 2528.42 ms [2021-01-21 12:17:54 main:574] : INFO : Epoch 1551 | loss: 0.0310066 | val_loss: 0.0313054 | Time: 2444.91 ms [2021-01-21 12:17:57 main:574] : INFO : Epoch 1552 | loss: 0.0309959 | val_loss: 0.0312663 | Time: 2530.79 ms [2021-01-21 12:18:00 main:574] : INFO : Epoch 1553 | loss: 0.03099 | val_loss: 0.0313054 | Time: 2590.65 ms [2021-01-21 12:18:02 main:574] : INFO : Epoch 1554 | loss: 0.0309875 | val_loss: 0.0313082 | Time: 2582.86 ms [2021-01-21 12:18:05 main:574] : INFO : Epoch 1555 | loss: 0.0309868 | val_loss: 0.0312944 | Time: 2528.87 ms [2021-01-21 12:18:07 main:574] : INFO : Epoch 1556 | loss: 0.030988 | val_loss: 0.0312926 | Time: 2442.48 ms [2021-01-21 12:18:10 main:574] : INFO : Epoch 1557 | loss: 0.0309937 | val_loss: 0.0313005 | Time: 2455.54 ms [2021-01-21 12:18:13 main:574] : INFO : Epoch 1558 | loss: 0.0309892 | val_loss: 0.0312819 | Time: 2587.42 ms [2021-01-21 12:18:15 main:574] : INFO : Epoch 1559 | loss: 0.0309904 | val_loss: 0.0313006 | Time: 2621.14 ms [2021-01-21 12:18:18 main:574] : INFO : Epoch 1560 | loss: 0.0309977 | val_loss: 0.0313128 | Time: 2509.25 ms [2021-01-21 12:18:21 main:574] : INFO : Epoch 1561 | loss: 0.0309924 | val_loss: 0.0313006 | Time: 2463.75 ms [2021-01-21 12:18:23 main:574] : INFO : Epoch 1562 | loss: 0.0309872 | val_loss: 0.0312779 | Time: 2483.2 ms [2021-01-21 12:18:26 main:574] : INFO : Epoch 1563 | loss: 0.0309899 | val_loss: 0.0313225 | Time: 2507.56 ms [2021-01-21 12:18:28 main:574] : INFO : Epoch 1564 | loss: 0.0309951 | val_loss: 0.0313061 | Time: 2539.98 ms [2021-01-21 12:18:31 main:574] : INFO : Epoch 1565 | loss: 0.0309878 | val_loss: 0.0313038 | Time: 2525.77 ms [2021-01-21 12:18:33 main:574] : INFO : Epoch 1566 | loss: 0.0309861 | val_loss: 0.0313014 | Time: 2508.08 ms [2021-01-21 12:18:36 main:574] : INFO : Epoch 1567 | loss: 0.030989 | val_loss: 0.0312902 | Time: 2574.12 ms [2021-01-21 12:18:39 main:574] : INFO : Epoch 1568 | loss: 0.0309914 | val_loss: 0.0312848 | Time: 2654.29 ms [2021-01-21 12:18:41 main:574] : INFO : Epoch 1569 | loss: 0.0309994 | val_loss: 0.0312996 | Time: 2679.67 ms [2021-01-21 12:18:44 main:574] : INFO : Epoch 1570 | loss: 0.0309899 | val_loss: 0.031324 | Time: 2523.24 ms [2021-01-21 12:18:47 main:574] : INFO : Epoch 1571 | loss: 0.030982 | val_loss: 0.031307 | Time: 2516.16 ms [2021-01-21 12:18:49 main:574] : INFO : Epoch 1572 | loss: 0.0309868 | val_loss: 0.0312787 | Time: 2422.75 ms [2021-01-21 12:18:52 main:574] : INFO : Epoch 1573 | loss: 0.0309909 | val_loss: 0.0313052 | Time: 2430.41 ms [2021-01-21 12:18:54 main:574] : INFO : Epoch 1574 | loss: 0.0309828 | val_loss: 0.0312838 | Time: 2600.34 ms [2021-01-21 12:18:57 main:574] : INFO : Epoch 1575 | loss: 0.0309872 | val_loss: 0.0312986 | Time: 2545.48 ms [2021-01-21 12:18:59 main:574] : INFO : Epoch 1576 | loss: 0.0309878 | val_loss: 0.0312964 | Time: 2630.59 ms [2021-01-21 12:19:02 main:574] : INFO : Epoch 1577 | loss: 0.0309875 | val_loss: 0.0312922 | Time: 2563.35 ms [2021-01-21 12:19:05 main:574] : INFO : Epoch 1578 | loss: 0.0309862 | val_loss: 0.0312957 | Time: 2514.13 ms [2021-01-21 12:19:07 main:574] : INFO : Epoch 1579 | loss: 0.0309916 | val_loss: 0.0312879 | Time: 2709.91 ms [2021-01-21 12:19:10 main:574] : INFO : Epoch 1580 | loss: 0.0309877 | val_loss: 0.0312963 | Time: 2521.02 ms [2021-01-21 12:19:13 main:574] : INFO : Epoch 1581 | loss: 0.0309868 | val_loss: 0.0313034 | Time: 2547.85 ms [2021-01-21 12:19:15 main:574] : INFO : Epoch 1582 | loss: 0.0310396 | val_loss: 0.0312469 | Time: 2537.07 ms [2021-01-21 12:19:18 main:574] : INFO : Epoch 1583 | loss: 0.0310624 | val_loss: 0.0312497 | Time: 2494.63 ms [2021-01-21 12:19:20 main:574] : INFO : Epoch 1584 | loss: 0.0310245 | val_loss: 0.0312613 | Time: 2462.13 ms [2021-01-21 12:19:23 main:574] : INFO : Epoch 1585 | loss: 0.0310051 | val_loss: 0.0312962 | Time: 2438.13 ms [2021-01-21 12:19:26 main:574] : INFO : Epoch 1586 | loss: 0.0310181 | val_loss: 0.0312939 | Time: 2561.73 ms [2021-01-21 12:19:28 main:574] : INFO : Epoch 1587 | loss: 0.0310244 | val_loss: 0.0313102 | Time: 2586.98 ms [2021-01-21 12:19:31 main:574] : INFO : Epoch 1588 | loss: 0.0310121 | val_loss: 0.0313005 | Time: 2463.66 ms [2021-01-21 12:19:33 main:574] : INFO : Epoch 1589 | loss: 0.0310041 | val_loss: 0.0312812 | Time: 2443.12 ms [2021-01-21 12:19:36 main:574] : INFO : Epoch 1590 | loss: 0.0310153 | val_loss: 0.0312577 | Time: 2396.95 ms [2021-01-21 12:19:38 main:574] : INFO : Epoch 1591 | loss: 0.0310201 | val_loss: 0.0312846 | Time: 2567.83 ms [2021-01-21 12:19:41 main:574] : INFO : Epoch 1592 | loss: 0.0310093 | val_loss: 0.0313063 | Time: 2545.97 ms [2021-01-21 12:19:43 main:574] : INFO : Epoch 1593 | loss: 0.0309903 | val_loss: 0.0312834 | Time: 2533.85 ms [2021-01-21 12:19:46 main:574] : INFO : Epoch 1594 | loss: 0.0309899 | val_loss: 0.031289 | Time: 2516.97 ms [2021-01-21 12:19:49 main:574] : INFO : Epoch 1595 | loss: 0.0309831 | val_loss: 0.0312994 | Time: 2498.69 ms [2021-01-21 12:19:51 main:574] : INFO : Epoch 1596 | loss: 0.0309886 | val_loss: 0.0312756 | Time: 2503.43 ms [2021-01-21 12:19:54 main:574] : INFO : Epoch 1597 | loss: 0.0309822 | val_loss: 0.0313013 | Time: 2587.83 ms [2021-01-21 12:19:56 main:574] : INFO : Epoch 1598 | loss: 0.0309887 | val_loss: 0.0312924 | Time: 2553 ms [2021-01-21 12:19:59 main:574] : INFO : Epoch 1599 | loss: 0.030999 | val_loss: 0.0312928 | Time: 2625.86 ms [2021-01-21 12:20:02 main:574] : INFO : Epoch 1600 | loss: 0.030993 | val_loss: 0.0312671 | Time: 2505.39 ms [2021-01-21 12:20:04 main:574] : INFO : Epoch 1601 | loss: 0.0309893 | val_loss: 0.0313017 | Time: 2512.85 ms [2021-01-21 12:20:07 main:574] : INFO : Epoch 1602 | loss: 0.0309835 | val_loss: 0.0313068 | Time: 2584.1 ms [2021-01-21 12:20:10 main:574] : INFO : Epoch 1603 | loss: 0.0309903 | val_loss: 0.0312828 | Time: 2646.63 ms [2021-01-21 12:20:12 main:574] : INFO : Epoch 1604 | loss: 0.0309922 | val_loss: 0.0312947 | Time: 2617.77 ms [2021-01-21 12:20:15 main:574] : INFO : Epoch 1605 | loss: 0.030997 | val_loss: 0.0312884 | Time: 2414.5 ms [2021-01-21 12:20:17 main:574] : INFO : Epoch 1606 | loss: 0.0310029 | val_loss: 0.0312937 | Time: 2492.98 ms [2021-01-21 12:20:20 main:574] : INFO : Epoch 1607 | loss: 0.0309986 | val_loss: 0.03127 | Time: 2513.02 ms [2021-01-21 12:20:22 main:574] : INFO : Epoch 1608 | loss: 0.0310045 | val_loss: 0.0312659 | Time: 2422.65 ms [2021-01-21 12:20:25 main:574] : INFO : Epoch 1609 | loss: 0.0309929 | val_loss: 0.0312947 | Time: 2414.12 ms [2021-01-21 12:20:27 main:574] : INFO : Epoch 1610 | loss: 0.0309884 | val_loss: 0.0312835 | Time: 2345.61 ms [2021-01-21 12:20:30 main:574] : INFO : Epoch 1611 | loss: 0.0309885 | val_loss: 0.0312821 | Time: 2598.88 ms [2021-01-21 12:20:33 main:574] : INFO : Epoch 1612 | loss: 0.0309932 | val_loss: 0.0312867 | Time: 2584.93 ms [2021-01-21 12:20:35 main:574] : INFO : Epoch 1613 | loss: 0.03099 | val_loss: 0.031311 | Time: 2495.1 ms [2021-01-21 12:20:38 main:574] : INFO : Epoch 1614 | loss: 0.0309932 | val_loss: 0.031314 | Time: 2425.54 ms [2021-01-21 12:20:40 main:574] : INFO : Epoch 1615 | loss: 0.0309921 | val_loss: 0.0312977 | Time: 2464.85 ms [2021-01-21 12:20:43 main:574] : INFO : Epoch 1616 | loss: 0.0310032 | val_loss: 0.0313084 | Time: 2586.57 ms [2021-01-21 12:20:45 main:574] : INFO : Epoch 1617 | loss: 0.0310006 | val_loss: 0.031277 | Time: 2528.59 ms [2021-01-21 12:20:48 main:574] : INFO : Epoch 1618 | loss: 0.0309938 | val_loss: 0.0312822 | Time: 2530.8 ms [2021-01-21 12:20:51 main:574] : INFO : Epoch 1619 | loss: 0.030987 | val_loss: 0.0313168 | Time: 2630.44 ms [2021-01-21 12:20:53 main:574] : INFO : Epoch 1620 | loss: 0.030982 | val_loss: 0.0313045 | Time: 2503.2 ms [2021-01-21 12:20:56 main:574] : INFO : Epoch 1621 | loss: 0.030981 | val_loss: 0.031312 | Time: 2516.61 ms [2021-01-21 12:20:58 main:574] : INFO : Epoch 1622 | loss: 0.0309813 | val_loss: 0.0312873 | Time: 2536.94 ms [2021-01-21 12:21:01 main:574] : INFO : Epoch 1623 | loss: 0.0309957 | val_loss: 0.0312931 | Time: 2609.85 ms [2021-01-21 12:21:04 main:574] : INFO : Epoch 1624 | loss: 0.0309909 | val_loss: 0.0313021 | Time: 2552.45 ms [2021-01-21 12:21:06 main:574] : INFO : Epoch 1625 | loss: 0.0309964 | val_loss: 0.0312795 | Time: 2640.37 ms [2021-01-21 12:21:09 main:574] : INFO : Epoch 1626 | loss: 0.0309996 | val_loss: 0.0313007 | Time: 2628.22 ms [2021-01-21 12:21:12 main:574] : INFO : Epoch 1627 | loss: 0.0309961 | val_loss: 0.031282 | Time: 2626.52 ms [2021-01-21 12:21:14 main:574] : INFO : Epoch 1628 | loss: 0.0310528 | val_loss: 0.0312646 | Time: 2541.5 ms [2021-01-21 12:21:17 main:574] : INFO : Epoch 1629 | loss: 0.0310254 | val_loss: 0.0313093 | Time: 2485.68 ms [2021-01-21 12:21:19 main:574] : INFO : Epoch 1630 | loss: 0.0310046 | val_loss: 0.0312795 | Time: 2487.91 ms [2021-01-21 12:21:22 main:574] : INFO : Epoch 1631 | loss: 0.0309904 | val_loss: 0.0313191 | Time: 2451.65 ms [2021-01-21 12:21:25 main:574] : INFO : Epoch 1632 | loss: 0.0309915 | val_loss: 0.0313114 | Time: 2544.03 ms [2021-01-21 12:21:27 main:574] : INFO : Epoch 1633 | loss: 0.0309947 | val_loss: 0.0312895 | Time: 2695.01 ms [2021-01-21 12:21:30 main:574] : INFO : Epoch 1634 | loss: 0.0309977 | val_loss: 0.0312736 | Time: 2488.88 ms [2021-01-21 12:21:32 main:574] : INFO : Epoch 1635 | loss: 0.0310119 | val_loss: 0.0312633 | Time: 2585.77 ms [2021-01-21 12:21:35 main:574] : INFO : Epoch 1636 | loss: 0.0310035 | val_loss: 0.0312855 | Time: 2457.26 ms [2021-01-21 12:21:38 main:574] : INFO : Epoch 1637 | loss: 0.0309901 | val_loss: 0.0313005 | Time: 2479.67 ms [2021-01-21 12:21:40 main:574] : INFO : Epoch 1638 | loss: 0.0309965 | val_loss: 0.0312907 | Time: 2547.26 ms [2021-01-21 12:21:43 main:574] : INFO : Epoch 1639 | loss: 0.0310017 | val_loss: 0.0312885 | Time: 2632.55 ms [2021-01-21 12:21:46 main:574] : INFO : Epoch 1640 | loss: 0.0309927 | val_loss: 0.0312804 | Time: 2561.25 ms [2021-01-21 12:21:48 main:574] : INFO : Epoch 1641 | loss: 0.0309858 | val_loss: 0.031281 | Time: 2408.22 ms [2021-01-21 12:21:51 main:574] : INFO : Epoch 1642 | loss: 0.0309857 | val_loss: 0.0312829 | Time: 2479.15 ms [2021-01-21 12:21:53 main:574] : INFO : Epoch 1643 | loss: 0.0309877 | val_loss: 0.0312973 | Time: 2524.98 ms [2021-01-21 12:21:56 main:574] : INFO : Epoch 1644 | loss: 0.0309789 | val_loss: 0.0312912 | Time: 2524.12 ms [2021-01-21 12:21:59 main:574] : INFO : Epoch 1645 | loss: 0.0309851 | val_loss: 0.0312936 | Time: 2580.99 ms [2021-01-21 12:22:01 main:574] : INFO : Epoch 1646 | loss: 0.0309875 | val_loss: 0.0313154 | Time: 2472.74 ms [2021-01-21 12:22:04 main:574] : INFO : Epoch 1647 | loss: 0.0309843 | val_loss: 0.0312838 | Time: 2611.14 ms [2021-01-21 12:22:06 main:574] : INFO : Epoch 1648 | loss: 0.0309968 | val_loss: 0.0312906 | Time: 2437.89 ms [2021-01-21 12:22:09 main:574] : INFO : Epoch 1649 | loss: 0.0309935 | val_loss: 0.0312877 | Time: 2569.51 ms [2021-01-21 12:22:12 main:574] : INFO : Epoch 1650 | loss: 0.0309993 | val_loss: 0.0312703 | Time: 2575.2 ms [2021-01-21 12:22:14 main:574] : INFO : Epoch 1651 | loss: 0.0309858 | val_loss: 0.0313242 | Time: 2508.89 ms [2021-01-21 12:22:17 main:574] : INFO : Epoch 1652 | loss: 0.0309857 | val_loss: 0.0312878 | Time: 2473.67 ms [2021-01-21 12:22:19 main:574] : INFO : Epoch 1653 | loss: 0.0309878 | val_loss: 0.0313023 | Time: 2430.27 ms [2021-01-21 12:22:22 main:574] : INFO : Epoch 1654 | loss: 0.0309866 | val_loss: 0.0312909 | Time: 2554.72 ms [2021-01-21 12:22:24 main:574] : INFO : Epoch 1655 | loss: 0.0309857 | val_loss: 0.0313124 | Time: 2436.25 ms [2021-01-21 12:22:27 main:574] : INFO : Epoch 1656 | loss: 0.0309893 | val_loss: 0.0312862 | Time: 2483.39 ms [2021-01-21 12:22:30 main:574] : INFO : Epoch 1657 | loss: 0.0309885 | val_loss: 0.0313178 | Time: 2508.53 ms [2021-01-21 12:22:32 main:574] : INFO : Epoch 1658 | loss: 0.0309868 | val_loss: 0.0313024 | Time: 2567.18 ms [2021-01-21 12:22:35 main:574] : INFO : Epoch 1659 | loss: 0.030994 | val_loss: 0.0312722 | Time: 2570.26 ms [2021-01-21 12:22:38 main:574] : INFO : Epoch 1660 | loss: 0.030983 | val_loss: 0.0313222 | Time: 2582.63 ms [2021-01-21 12:22:40 main:574] : INFO : Epoch 1661 | loss: 0.0309829 | val_loss: 0.0313057 | Time: 2559.1 ms [2021-01-21 12:22:43 main:574] : INFO : Epoch 1662 | loss: 0.0309865 | val_loss: 0.0312824 | Time: 2508.61 ms [2021-01-21 12:22:45 main:574] : INFO : Epoch 1663 | loss: 0.0309918 | val_loss: 0.0313165 | Time: 2444.96 ms [2021-01-21 12:22:48 main:574] : INFO : Epoch 1664 | loss: 0.0309902 | val_loss: 0.0312713 | Time: 2630.17 ms [2021-01-21 12:22:51 main:574] : INFO : Epoch 1665 | loss: 0.0309954 | val_loss: 0.0312906 | Time: 2594.01 ms [2021-01-21 12:22:53 main:574] : INFO : Epoch 1666 | loss: 0.0309925 | val_loss: 0.0312782 | Time: 2482.69 ms [2021-01-21 12:22:56 main:574] : INFO : Epoch 1667 | loss: 0.0309953 | val_loss: 0.0313075 | Time: 2513.32 ms [2021-01-21 12:22:58 main:574] : INFO : Epoch 1668 | loss: 0.0309963 | val_loss: 0.0313028 | Time: 2489.6 ms [2021-01-21 12:23:01 main:574] : INFO : Epoch 1669 | loss: 0.0309911 | val_loss: 0.0312866 | Time: 2614.69 ms [2021-01-21 12:23:04 main:574] : INFO : Epoch 1670 | loss: 0.0309899 | val_loss: 0.0312933 | Time: 2500.51 ms [2021-01-21 12:23:06 main:574] : INFO : Epoch 1671 | loss: 0.0309813 | val_loss: 0.0313144 | Time: 2503.5 ms [2021-01-21 12:23:09 main:574] : INFO : Epoch 1672 | loss: 0.0309883 | val_loss: 0.031318 | Time: 2553.51 ms [2021-01-21 12:23:11 main:574] : INFO : Epoch 1673 | loss: 0.0309936 | val_loss: 0.0312983 | Time: 2499.64 ms [2021-01-21 12:23:14 main:574] : INFO : Epoch 1674 | loss: 0.030992 | val_loss: 0.0313123 | Time: 2520.62 ms [2021-01-21 12:23:17 main:574] : INFO : Epoch 1675 | loss: 0.0309949 | val_loss: 0.0313288 | Time: 2557.81 ms [2021-01-21 12:23:19 main:574] : INFO : Epoch 1676 | loss: 0.0309936 | val_loss: 0.0313063 | Time: 2586.66 ms [2021-01-21 12:23:22 main:574] : INFO : Epoch 1677 | loss: 0.0309953 | val_loss: 0.0313019 | Time: 2626.93 ms [2021-01-21 12:23:24 main:574] : INFO : Epoch 1678 | loss: 0.0309962 | val_loss: 0.0312813 | Time: 2407.76 ms [2021-01-21 12:23:27 main:574] : INFO : Epoch 1679 | loss: 0.0309914 | val_loss: 0.0312936 | Time: 2618.02 ms [2021-01-21 12:23:30 main:574] : INFO : Epoch 1680 | loss: 0.0309879 | val_loss: 0.0312971 | Time: 2514.94 ms [2021-01-21 12:23:32 main:574] : INFO : Epoch 1681 | loss: 0.0309852 | val_loss: 0.0313011 | Time: 2529.57 ms [2021-01-21 12:23:35 main:574] : INFO : Epoch 1682 | loss: 0.0309853 | val_loss: 0.0313017 | Time: 2553.25 ms [2021-01-21 12:23:38 main:574] : INFO : Epoch 1683 | loss: 0.0309975 | val_loss: 0.0312853 | Time: 2452.81 ms [2021-01-21 12:23:40 main:574] : INFO : Epoch 1684 | loss: 0.03099 | val_loss: 0.0313025 | Time: 2480.45 ms [2021-01-21 12:23:43 main:574] : INFO : Epoch 1685 | loss: 0.030993 | val_loss: 0.031269 | Time: 2564.83 ms [2021-01-21 12:23:45 main:574] : INFO : Epoch 1686 | loss: 0.0309927 | val_loss: 0.0312997 | Time: 2565.2 ms [2021-01-21 12:23:48 main:574] : INFO : Epoch 1687 | loss: 0.0309813 | val_loss: 0.0312921 | Time: 2548.87 ms [2021-01-21 12:23:51 main:574] : INFO : Epoch 1688 | loss: 0.030983 | val_loss: 0.0313052 | Time: 2519.6 ms [2021-01-21 12:23:53 main:574] : INFO : Epoch 1689 | loss: 0.03098 | val_loss: 0.0312811 | Time: 2489.35 ms [2021-01-21 12:23:56 main:574] : INFO : Epoch 1690 | loss: 0.0309897 | val_loss: 0.0312831 | Time: 2470.36 ms [2021-01-21 12:23:58 main:574] : INFO : Epoch 1691 | loss: 0.0309937 | val_loss: 0.0312663 | Time: 2636.29 ms [2021-01-21 12:24:01 main:574] : INFO : Epoch 1692 | loss: 0.0309997 | val_loss: 0.0312777 | Time: 2556.88 ms [2021-01-21 12:24:04 main:574] : INFO : Epoch 1693 | loss: 0.0309926 | val_loss: 0.031311 | Time: 2583.44 ms [2021-01-21 12:24:06 main:574] : INFO : Epoch 1694 | loss: 0.0310026 | val_loss: 0.0313105 | Time: 2480.08 ms [2021-01-21 12:24:09 main:574] : INFO : Epoch 1695 | loss: 0.0309921 | val_loss: 0.0313087 | Time: 2587.66 ms [2021-01-21 12:24:11 main:574] : INFO : Epoch 1696 | loss: 0.0309958 | val_loss: 0.031287 | Time: 2472.31 ms [2021-01-21 12:24:14 main:574] : INFO : Epoch 1697 | loss: 0.0309975 | val_loss: 0.0313046 | Time: 2594.02 ms [2021-01-21 12:24:17 main:574] : INFO : Epoch 1698 | loss: 0.0309987 | val_loss: 0.0313091 | Time: 2603.52 ms [2021-01-21 12:24:19 main:574] : INFO : Epoch 1699 | loss: 0.0309949 | val_loss: 0.0312727 | Time: 2601.84 ms [2021-01-21 12:24:22 main:574] : INFO : Epoch 1700 | loss: 0.0309964 | val_loss: 0.0313075 | Time: 2558.42 ms [2021-01-21 12:24:25 main:574] : INFO : Epoch 1701 | loss: 0.0309848 | val_loss: 0.0313137 | Time: 2679.85 ms [2021-01-21 12:24:27 main:574] : INFO : Epoch 1702 | loss: 0.030985 | val_loss: 0.0312897 | Time: 2581.16 ms [2021-01-21 12:24:30 main:574] : INFO : Epoch 1703 | loss: 0.0309926 | val_loss: 0.0312805 | Time: 2469.95 ms [2021-01-21 12:24:32 main:574] : INFO : Epoch 1704 | loss: 0.0309946 | val_loss: 0.0312859 | Time: 2516.44 ms [2021-01-21 12:24:35 main:574] : INFO : Epoch 1705 | loss: 0.0309926 | val_loss: 0.0312732 | Time: 2432.64 ms [2021-01-21 12:24:37 main:574] : INFO : Epoch 1706 | loss: 0.0310087 | val_loss: 0.0313128 | Time: 2526.33 ms [2021-01-21 12:24:40 main:574] : INFO : Epoch 1707 | loss: 0.0309969 | val_loss: 0.0312669 | Time: 2554.18 ms [2021-01-21 12:24:43 main:574] : INFO : Epoch 1708 | loss: 0.0309907 | val_loss: 0.0312779 | Time: 2596.75 ms [2021-01-21 12:24:45 main:574] : INFO : Epoch 1709 | loss: 0.0309878 | val_loss: 0.0312892 | Time: 2483.83 ms [2021-01-21 12:24:48 main:574] : INFO : Epoch 1710 | loss: 0.0309871 | val_loss: 0.0313069 | Time: 2598.01 ms [2021-01-21 12:24:50 main:574] : INFO : Epoch 1711 | loss: 0.030988 | val_loss: 0.0312828 | Time: 2619.93 ms [2021-01-21 12:24:53 main:574] : INFO : Epoch 1712 | loss: 0.0309928 | val_loss: 0.0312751 | Time: 2530.11 ms [2021-01-21 12:24:56 main:574] : INFO : Epoch 1713 | loss: 0.0309997 | val_loss: 0.0312833 | Time: 2539.68 ms [2021-01-21 12:24:58 main:574] : INFO : Epoch 1714 | loss: 0.0309883 | val_loss: 0.0313186 | Time: 2599.44 ms [2021-01-21 12:25:01 main:574] : INFO : Epoch 1715 | loss: 0.0309973 | val_loss: 0.0312786 | Time: 2467.57 ms [2021-01-21 12:25:03 main:574] : INFO : Epoch 1716 | loss: 0.0310009 | val_loss: 0.0312689 | Time: 2482.32 ms [2021-01-21 12:25:06 main:574] : INFO : Epoch 1717 | loss: 0.0310079 | val_loss: 0.0313 | Time: 2450.17 ms [2021-01-21 12:25:08 main:574] : INFO : Epoch 1718 | loss: 0.030996 | val_loss: 0.0313025 | Time: 2634.02 ms [2021-01-21 12:25:11 main:574] : INFO : Epoch 1719 | loss: 0.0309806 | val_loss: 0.0312845 | Time: 2508.47 ms [2021-01-21 12:25:14 main:574] : INFO : Epoch 1720 | loss: 0.0309847 | val_loss: 0.0313023 | Time: 2615.65 ms [2021-01-21 12:25:17 main:574] : INFO : Epoch 1721 | loss: 0.0309868 | val_loss: 0.0313116 | Time: 2724.48 ms [2021-01-21 12:25:19 main:574] : INFO : Epoch 1722 | loss: 0.0309939 | val_loss: 0.031294 | Time: 2481.42 ms [2021-01-21 12:25:22 main:574] : INFO : Epoch 1723 | loss: 0.0309884 | val_loss: 0.0313081 | Time: 2504.7 ms [2021-01-21 12:25:24 main:574] : INFO : Epoch 1724 | loss: 0.030992 | val_loss: 0.0313141 | Time: 2506.01 ms [2021-01-21 12:25:27 main:574] : INFO : Epoch 1725 | loss: 0.0309917 | val_loss: 0.0312939 | Time: 2496.82 ms [2021-01-21 12:25:29 main:574] : INFO : Epoch 1726 | loss: 0.0309927 | val_loss: 0.0313102 | Time: 2399.54 ms [2021-01-21 12:25:32 main:574] : INFO : Epoch 1727 | loss: 0.0309939 | val_loss: 0.0312875 | Time: 2599.19 ms [2021-01-21 12:25:34 main:574] : INFO : Epoch 1728 | loss: 0.0309995 | val_loss: 0.0313025 | Time: 2504.09 ms [2021-01-21 12:25:37 main:574] : INFO : Epoch 1729 | loss: 0.0309974 | val_loss: 0.0312987 | Time: 2503.31 ms [2021-01-21 12:25:40 main:574] : INFO : Epoch 1730 | loss: 0.0309868 | val_loss: 0.0312871 | Time: 2525.16 ms [2021-01-21 12:25:42 main:574] : INFO : Epoch 1731 | loss: 0.030991 | val_loss: 0.0313021 | Time: 2551.74 ms [2021-01-21 12:25:45 main:574] : INFO : Epoch 1732 | loss: 0.0309897 | val_loss: 0.0312952 | Time: 2595.47 ms [2021-01-21 12:25:47 main:574] : INFO : Epoch 1733 | loss: 0.0309788 | val_loss: 0.0312987 | Time: 2606.95 ms [2021-01-21 12:25:50 main:574] : INFO : Epoch 1734 | loss: 0.0309823 | val_loss: 0.0312801 | Time: 2395.99 ms [2021-01-21 12:25:53 main:574] : INFO : Epoch 1735 | loss: 0.0309847 | val_loss: 0.0313034 | Time: 2610.35 ms [2021-01-21 12:25:55 main:574] : INFO : Epoch 1736 | loss: 0.0309856 | val_loss: 0.0313187 | Time: 2559.51 ms [2021-01-21 12:25:58 main:574] : INFO : Epoch 1737 | loss: 0.030997 | val_loss: 0.0313058 | Time: 2588.22 ms [2021-01-21 12:26:01 main:574] : INFO : Epoch 1738 | loss: 0.031013 | val_loss: 0.0313144 | Time: 2560.73 ms [2021-01-21 12:26:03 main:574] : INFO : Epoch 1739 | loss: 0.0309972 | val_loss: 0.0312958 | Time: 2542.97 ms [2021-01-21 12:26:06 main:574] : INFO : Epoch 1740 | loss: 0.0309937 | val_loss: 0.0312861 | Time: 2543.14 ms [2021-01-21 12:26:08 main:574] : INFO : Epoch 1741 | loss: 0.0309965 | val_loss: 0.0312973 | Time: 2483.98 ms [2021-01-21 12:26:11 main:574] : INFO : Epoch 1742 | loss: 0.0310358 | val_loss: 0.0317654 | Time: 2475.38 ms [2021-01-21 12:26:13 main:574] : INFO : Epoch 1743 | loss: 0.0317119 | val_loss: 0.0316601 | Time: 2600.12 ms [2021-01-21 12:26:16 main:574] : INFO : Epoch 1744 | loss: 0.0321331 | val_loss: 0.0327512 | Time: 2435.68 ms [2021-01-21 12:26:18 main:574] : INFO : Epoch 1745 | loss: 0.0315662 | val_loss: 0.0313172 | Time: 2425.62 ms [2021-01-21 12:26:21 main:574] : INFO : Epoch 1746 | loss: 0.031287 | val_loss: 0.0312647 | Time: 2699.94 ms [2021-01-21 12:26:24 main:574] : INFO : Epoch 1747 | loss: 0.0312532 | val_loss: 0.031247 | Time: 2431.59 ms [2021-01-21 12:26:26 main:574] : INFO : Epoch 1748 | loss: 0.0312442 | val_loss: 0.0312395 | Time: 2504.96 ms [2021-01-21 12:26:29 main:574] : INFO : Epoch 1749 | loss: 0.0312353 | val_loss: 0.0312323 | Time: 2499.29 ms [2021-01-21 12:26:31 main:574] : INFO : Epoch 1750 | loss: 0.0312308 | val_loss: 0.0312207 | Time: 2618.23 ms [2021-01-21 12:26:34 main:574] : INFO : Epoch 1751 | loss: 0.0312154 | val_loss: 0.0312068 | Time: 2615.95 ms [2021-01-21 12:26:36 main:574] : INFO : Epoch 1752 | loss: 0.0312026 | val_loss: 0.0311905 | Time: 2296.32 ms [2021-01-21 12:26:39 main:574] : INFO : Epoch 1753 | loss: 0.0311946 | val_loss: 0.0312041 | Time: 2507.67 ms [2021-01-21 12:26:42 main:574] : INFO : Epoch 1754 | loss: 0.0311834 | val_loss: 0.0311848 | Time: 2555.4 ms [2021-01-21 12:26:44 main:574] : INFO : Epoch 1755 | loss: 0.0311827 | val_loss: 0.0311755 | Time: 2603.53 ms [2021-01-21 12:26:47 main:574] : INFO : Epoch 1756 | loss: 0.0311758 | val_loss: 0.0311769 | Time: 2637.78 ms [2021-01-21 12:26:49 main:574] : INFO : Epoch 1757 | loss: 0.0311707 | val_loss: 0.0311654 | Time: 2458.22 ms [2021-01-21 12:26:52 main:574] : INFO : Epoch 1758 | loss: 0.0311736 | val_loss: 0.0311679 | Time: 2549.84 ms [2021-01-21 12:26:55 main:574] : INFO : Epoch 1759 | loss: 0.031178 | val_loss: 0.0311653 | Time: 2564.37 ms [2021-01-21 12:26:57 main:574] : INFO : Epoch 1760 | loss: 0.0311756 | val_loss: 0.0311644 | Time: 2609.53 ms [2021-01-21 12:27:00 main:574] : INFO : Epoch 1761 | loss: 0.0311606 | val_loss: 0.031169 | Time: 2572.87 ms [2021-01-21 12:27:03 main:574] : INFO : Epoch 1762 | loss: 0.0311584 | val_loss: 0.0311622 | Time: 2646.17 ms [2021-01-21 12:27:05 main:574] : INFO : Epoch 1763 | loss: 0.0311642 | val_loss: 0.0311709 | Time: 2635.45 ms [2021-01-21 12:27:08 main:574] : INFO : Epoch 1764 | loss: 0.0311566 | val_loss: 0.0311626 | Time: 2566.19 ms [2021-01-21 12:27:11 main:574] : INFO : Epoch 1765 | loss: 0.0311537 | val_loss: 0.031162 | Time: 2495.41 ms [2021-01-21 12:27:13 main:574] : INFO : Epoch 1766 | loss: 0.0311552 | val_loss: 0.0311644 | Time: 2597.35 ms [2021-01-21 12:27:16 main:574] : INFO : Epoch 1767 | loss: 0.0311545 | val_loss: 0.0311711 | Time: 2453.27 ms [2021-01-21 12:27:18 main:574] : INFO : Epoch 1768 | loss: 0.0311511 | val_loss: 0.0311617 | Time: 2625.25 ms [2021-01-21 12:27:21 main:574] : INFO : Epoch 1769 | loss: 0.0311486 | val_loss: 0.0311615 | Time: 2502.82 ms [2021-01-21 12:27:23 main:574] : INFO : Epoch 1770 | loss: 0.0311516 | val_loss: 0.0311689 | Time: 2433.58 ms [2021-01-21 12:27:26 main:574] : INFO : Epoch 1771 | loss: 0.0311537 | val_loss: 0.0311615 | Time: 2655.85 ms [2021-01-21 12:27:29 main:574] : INFO : Epoch 1772 | loss: 0.0311527 | val_loss: 0.0311626 | Time: 2596.76 ms [2021-01-21 12:27:32 main:574] : INFO : Epoch 1773 | loss: 0.0311475 | val_loss: 0.0311633 | Time: 2560.62 ms [2021-01-21 12:27:34 main:574] : INFO : Epoch 1774 | loss: 0.0311448 | val_loss: 0.0311725 | Time: 2561.29 ms [2021-01-21 12:27:37 main:574] : INFO : Epoch 1775 | loss: 0.0311469 | val_loss: 0.031162 | Time: 2460.58 ms [2021-01-21 12:27:39 main:574] : INFO : Epoch 1776 | loss: 0.031146 | val_loss: 0.031167 | Time: 2518.67 ms [2021-01-21 12:27:42 main:574] : INFO : Epoch 1777 | loss: 0.0311429 | val_loss: 0.0311624 | Time: 2611.49 ms [2021-01-21 12:27:45 main:574] : INFO : Epoch 1778 | loss: 0.0311428 | val_loss: 0.0311679 | Time: 2483.31 ms [2021-01-21 12:27:47 main:574] : INFO : Epoch 1779 | loss: 0.031142 | val_loss: 0.0311672 | Time: 2569.84 ms [2021-01-21 12:27:50 main:574] : INFO : Epoch 1780 | loss: 0.0311428 | val_loss: 0.0311619 | Time: 2391.55 ms [2021-01-21 12:27:52 main:574] : INFO : Epoch 1781 | loss: 0.0311415 | val_loss: 0.0311625 | Time: 2551.73 ms [2021-01-21 12:27:55 main:574] : INFO : Epoch 1782 | loss: 0.0311388 | val_loss: 0.0311629 | Time: 2569.79 ms [2021-01-21 12:27:58 main:574] : INFO : Epoch 1783 | loss: 0.0311377 | val_loss: 0.0311641 | Time: 2581.45 ms [2021-01-21 12:28:00 main:574] : INFO : Epoch 1784 | loss: 0.0311403 | val_loss: 0.0311621 | Time: 2256.31 ms [2021-01-21 12:28:02 main:574] : INFO : Epoch 1785 | loss: 0.0311417 | val_loss: 0.0311627 | Time: 2427.35 ms [2021-01-21 12:28:05 main:574] : INFO : Epoch 1786 | loss: 0.0311414 | val_loss: 0.0311679 | Time: 2592.02 ms [2021-01-21 12:28:08 main:574] : INFO : Epoch 1787 | loss: 0.031139 | val_loss: 0.0311716 | Time: 2458.45 ms [2021-01-21 12:28:10 main:574] : INFO : Epoch 1788 | loss: 0.0311371 | val_loss: 0.0311648 | Time: 2552.44 ms [2021-01-21 12:28:13 main:574] : INFO : Epoch 1789 | loss: 0.0311368 | val_loss: 0.0311646 | Time: 2652.63 ms [2021-01-21 12:28:16 main:574] : INFO : Epoch 1790 | loss: 0.0311364 | val_loss: 0.0311775 | Time: 2580.1 ms [2021-01-21 12:28:18 main:574] : INFO : Epoch 1791 | loss: 0.0311379 | val_loss: 0.0311644 | Time: 2621.89 ms [2021-01-21 12:28:21 main:574] : INFO : Epoch 1792 | loss: 0.0311356 | val_loss: 0.0311661 | Time: 2464.18 ms [2021-01-21 12:28:23 main:574] : INFO : Epoch 1793 | loss: 0.0311327 | val_loss: 0.0311658 | Time: 2463.55 ms [2021-01-21 12:28:26 main:574] : INFO : Epoch 1794 | loss: 0.0311334 | val_loss: 0.0311652 | Time: 2541.82 ms [2021-01-21 12:28:29 main:574] : INFO : Epoch 1795 | loss: 0.0311313 | val_loss: 0.0311716 | Time: 2628.76 ms [2021-01-21 12:28:31 main:574] : INFO : Epoch 1796 | loss: 0.0311348 | val_loss: 0.031176 | Time: 2602.43 ms [2021-01-21 12:28:34 main:574] : INFO : Epoch 1797 | loss: 0.031134 | val_loss: 0.031172 | Time: 2617.14 ms [2021-01-21 12:28:36 main:574] : INFO : Epoch 1798 | loss: 0.0311334 | val_loss: 0.0311674 | Time: 2492.59 ms [2021-01-21 12:28:39 main:574] : INFO : Epoch 1799 | loss: 0.0311303 | val_loss: 0.0311689 | Time: 2506.1 ms [2021-01-21 12:28:42 main:574] : INFO : Epoch 1800 | loss: 0.0311313 | val_loss: 0.0311657 | Time: 2504.88 ms [2021-01-21 12:28:44 main:574] : INFO : Epoch 1801 | loss: 0.0311291 | val_loss: 0.0311685 | Time: 2591.7 ms [2021-01-21 12:28:47 main:574] : INFO : Epoch 1802 | loss: 0.0311324 | val_loss: 0.031168 | Time: 2480.77 ms [2021-01-21 12:28:50 main:574] : INFO : Epoch 1803 | loss: 0.0311272 | val_loss: 0.0311697 | Time: 2672.56 ms [2021-01-21 12:28:52 main:574] : INFO : Epoch 1804 | loss: 0.0311283 | val_loss: 0.0311677 | Time: 2353.68 ms [2021-01-21 12:28:54 main:574] : INFO : Epoch 1805 | loss: 0.0311295 | val_loss: 0.0311651 | Time: 2368.34 ms [2021-01-21 12:28:57 main:574] : INFO : Epoch 1806 | loss: 0.0311276 | val_loss: 0.0311669 | Time: 2695.43 ms [2021-01-21 12:29:00 main:574] : INFO : Epoch 1807 | loss: 0.0311264 | val_loss: 0.0311671 | Time: 2574.24 ms [2021-01-21 12:29:02 main:574] : INFO : Epoch 1808 | loss: 0.0311296 | val_loss: 0.0311701 | Time: 2521.97 ms [2021-01-21 12:29:05 main:574] : INFO : Epoch 1809 | loss: 0.0311291 | val_loss: 0.031171 | Time: 2760.59 ms [2021-01-21 12:29:08 main:574] : INFO : Epoch 1810 | loss: 0.0311334 | val_loss: 0.03117 | Time: 2612.9 ms [2021-01-21 12:29:11 main:574] : INFO : Epoch 1811 | loss: 0.0311269 | val_loss: 0.0311702 | Time: 2619.69 ms [2021-01-21 12:29:13 main:574] : INFO : Epoch 1812 | loss: 0.0311263 | val_loss: 0.0311684 | Time: 2552.94 ms [2021-01-21 12:29:16 main:574] : INFO : Epoch 1813 | loss: 0.0311258 | val_loss: 0.0311736 | Time: 2630.87 ms [2021-01-21 12:29:19 main:574] : INFO : Epoch 1814 | loss: 0.0311317 | val_loss: 0.0311691 | Time: 2489.9 ms [2021-01-21 12:29:21 main:574] : INFO : Epoch 1815 | loss: 0.0311238 | val_loss: 0.0311693 | Time: 2556.66 ms [2021-01-21 12:29:24 main:574] : INFO : Epoch 1816 | loss: 0.0311225 | val_loss: 0.0311709 | Time: 2594.33 ms [2021-01-21 12:29:26 main:574] : INFO : Epoch 1817 | loss: 0.0311239 | val_loss: 0.0311715 | Time: 2524.65 ms [2021-01-21 12:29:29 main:574] : INFO : Epoch 1818 | loss: 0.0311245 | val_loss: 0.0311764 | Time: 2511.22 ms [2021-01-21 12:29:32 main:574] : INFO : Epoch 1819 | loss: 0.0311267 | val_loss: 0.0311808 | Time: 2583.35 ms [2021-01-21 12:29:34 main:574] : INFO : Epoch 1820 | loss: 0.0311453 | val_loss: 0.0311755 | Time: 2456.42 ms [2021-01-21 12:29:37 main:574] : INFO : Epoch 1821 | loss: 0.0311361 | val_loss: 0.0311706 | Time: 2548.86 ms [2021-01-21 12:29:39 main:574] : INFO : Epoch 1822 | loss: 0.0311306 | val_loss: 0.0311658 | Time: 2537.76 ms [2021-01-21 12:29:42 main:574] : INFO : Epoch 1823 | loss: 0.0311247 | val_loss: 0.0311714 | Time: 2608.64 ms [2021-01-21 12:29:45 main:574] : INFO : Epoch 1824 | loss: 0.0311239 | val_loss: 0.0311702 | Time: 2561.67 ms [2021-01-21 12:29:47 main:574] : INFO : Epoch 1825 | loss: 0.0311241 | val_loss: 0.0311703 | Time: 2520.57 ms [2021-01-21 12:29:50 main:574] : INFO : Epoch 1826 | loss: 0.0311273 | val_loss: 0.0311787 | Time: 2605.31 ms [2021-01-21 12:29:53 main:574] : INFO : Epoch 1827 | loss: 0.031132 | val_loss: 0.0311725 | Time: 2645.12 ms [2021-01-21 12:29:55 main:574] : INFO : Epoch 1828 | loss: 0.0311324 | val_loss: 0.0311711 | Time: 2563.98 ms [2021-01-21 12:29:58 main:574] : INFO : Epoch 1829 | loss: 0.0311278 | val_loss: 0.0311773 | Time: 2517.08 ms [2021-01-21 12:30:01 main:574] : INFO : Epoch 1830 | loss: 0.0311331 | val_loss: 0.0311712 | Time: 2607.25 ms [2021-01-21 12:30:03 main:574] : INFO : Epoch 1831 | loss: 0.0311369 | val_loss: 0.031169 | Time: 2468.15 ms [2021-01-21 12:30:06 main:574] : INFO : Epoch 1832 | loss: 0.0311284 | val_loss: 0.0311747 | Time: 2527.02 ms [2021-01-21 12:30:08 main:574] : INFO : Epoch 1833 | loss: 0.0311221 | val_loss: 0.0311792 | Time: 2501.85 ms [2021-01-21 12:30:11 main:574] : INFO : Epoch 1834 | loss: 0.0311209 | val_loss: 0.0311737 | Time: 2645.47 ms [2021-01-21 12:30:14 main:574] : INFO : Epoch 1835 | loss: 0.0311216 | val_loss: 0.0311704 | Time: 2394.48 ms [2021-01-21 12:30:16 main:574] : INFO : Epoch 1836 | loss: 0.0311166 | val_loss: 0.0311789 | Time: 2601.79 ms [2021-01-21 12:30:19 main:574] : INFO : Epoch 1837 | loss: 0.0311203 | val_loss: 0.0311733 | Time: 2655.24 ms [2021-01-21 12:30:22 main:574] : INFO : Epoch 1838 | loss: 0.0311194 | val_loss: 0.0311742 | Time: 2520.32 ms [2021-01-21 12:30:24 main:574] : INFO : Epoch 1839 | loss: 0.0311171 | val_loss: 0.0311853 | Time: 2510.9 ms [2021-01-21 12:30:27 main:574] : INFO : Epoch 1840 | loss: 0.0311198 | val_loss: 0.0311835 | Time: 2546.14 ms [2021-01-21 12:30:30 main:574] : INFO : Epoch 1841 | loss: 0.0311216 | val_loss: 0.0311876 | Time: 2538.77 ms [2021-01-21 12:30:32 main:574] : INFO : Epoch 1842 | loss: 0.0311181 | val_loss: 0.0311826 | Time: 2544.86 ms [2021-01-21 12:30:35 main:574] : INFO : Epoch 1843 | loss: 0.0311153 | val_loss: 0.0311768 | Time: 2634.61 ms [2021-01-21 12:30:38 main:574] : INFO : Epoch 1844 | loss: 0.0311156 | val_loss: 0.0311732 | Time: 2616.76 ms [2021-01-21 12:30:40 main:574] : INFO : Epoch 1845 | loss: 0.0311169 | val_loss: 0.0311788 | Time: 2678.59 ms [2021-01-21 12:30:43 main:574] : INFO : Epoch 1846 | loss: 0.0311242 | val_loss: 0.0311858 | Time: 2483.53 ms [2021-01-21 12:30:46 main:574] : INFO : Epoch 1847 | loss: 0.0311226 | val_loss: 0.0311736 | Time: 2583.93 ms [2021-01-21 12:30:48 main:574] : INFO : Epoch 1848 | loss: 0.0311241 | val_loss: 0.0311755 | Time: 2239.12 ms [2021-01-21 12:30:50 main:574] : INFO : Epoch 1849 | loss: 0.0311217 | val_loss: 0.0311768 | Time: 2487.22 ms [2021-01-21 12:30:53 main:574] : INFO : Epoch 1850 | loss: 0.0311179 | val_loss: 0.0311763 | Time: 2521.8 ms [2021-01-21 12:30:55 main:574] : INFO : Epoch 1851 | loss: 0.0311207 | val_loss: 0.031174 | Time: 2265.86 ms [2021-01-21 12:30:58 main:574] : INFO : Epoch 1852 | loss: 0.0311189 | val_loss: 0.0311744 | Time: 2447.1 ms [2021-01-21 12:31:00 main:574] : INFO : Epoch 1853 | loss: 0.0311198 | val_loss: 0.0311786 | Time: 2555.19 ms [2021-01-21 12:31:03 main:574] : INFO : Epoch 1854 | loss: 0.0311138 | val_loss: 0.031181 | Time: 2493.05 ms [2021-01-21 12:31:05 main:574] : INFO : Epoch 1855 | loss: 0.0311134 | val_loss: 0.0311817 | Time: 2575.25 ms [2021-01-21 12:31:08 main:574] : INFO : Epoch 1856 | loss: 0.0311121 | val_loss: 0.0311777 | Time: 2543.29 ms [2021-01-21 12:31:11 main:574] : INFO : Epoch 1857 | loss: 0.0311153 | val_loss: 0.0311816 | Time: 2580.21 ms [2021-01-21 12:31:13 main:574] : INFO : Epoch 1858 | loss: 0.0311155 | val_loss: 0.0311816 | Time: 2648.01 ms [2021-01-21 12:31:16 main:574] : INFO : Epoch 1859 | loss: 0.0311251 | val_loss: 0.0311779 | Time: 2434.96 ms [2021-01-21 12:31:18 main:574] : INFO : Epoch 1860 | loss: 0.0311166 | val_loss: 0.0311736 | Time: 2266.3 ms [2021-01-21 12:31:21 main:574] : INFO : Epoch 1861 | loss: 0.0311127 | val_loss: 0.031181 | Time: 2569.75 ms [2021-01-21 12:31:23 main:574] : INFO : Epoch 1862 | loss: 0.0311115 | val_loss: 0.0311795 | Time: 2394.86 ms [2021-01-21 12:31:26 main:574] : INFO : Epoch 1863 | loss: 0.0311114 | val_loss: 0.0311784 | Time: 2547.55 ms [2021-01-21 12:31:29 main:574] : INFO : Epoch 1864 | loss: 0.0311121 | val_loss: 0.0311776 | Time: 2656.09 ms [2021-01-21 12:31:31 main:574] : INFO : Epoch 1865 | loss: 0.0311119 | val_loss: 0.0311851 | Time: 2468.84 ms [2021-01-21 12:31:35 main:574] : INFO : Epoch 1866 | loss: 0.0311099 | val_loss: 0.0311812 | Time: 3315.85 ms [2021-01-21 12:31:37 main:574] : INFO : Epoch 1867 | loss: 0.0311277 | val_loss: 0.0311841 | Time: 2532.22 ms [2021-01-21 12:31:40 main:574] : INFO : Epoch 1868 | loss: 0.0311326 | val_loss: 0.0311832 | Time: 2479.6 ms [2021-01-21 12:31:42 main:574] : INFO : Epoch 1869 | loss: 0.0311233 | val_loss: 0.0311796 | Time: 2580.75 ms [2021-01-21 12:31:45 main:574] : INFO : Epoch 1870 | loss: 0.0311197 | val_loss: 0.0311818 | Time: 2398.79 ms [2021-01-21 12:31:47 main:574] : INFO : Epoch 1871 | loss: 0.0311233 | val_loss: 0.0311894 | Time: 2558.76 ms [2021-01-21 12:31:50 main:574] : INFO : Epoch 1872 | loss: 0.0311244 | val_loss: 0.0311778 | Time: 2636.11 ms [2021-01-21 12:31:53 main:574] : INFO : Epoch 1873 | loss: 0.0311222 | val_loss: 0.0311786 | Time: 2497.91 ms [2021-01-21 12:31:55 main:574] : INFO : Epoch 1874 | loss: 0.0311156 | val_loss: 0.0311735 | Time: 2622.62 ms [2021-01-21 12:31:58 main:574] : INFO : Epoch 1875 | loss: 0.0311179 | val_loss: 0.0311746 | Time: 2630.15 ms [2021-01-21 12:32:01 main:574] : INFO : Epoch 1876 | loss: 0.0311111 | val_loss: 0.0311758 | Time: 2604.87 ms [2021-01-21 12:32:03 main:574] : INFO : Epoch 1877 | loss: 0.031111 | val_loss: 0.0311846 | Time: 2458.74 ms [2021-01-21 12:32:06 main:574] : INFO : Epoch 1878 | loss: 0.0311113 | val_loss: 0.0311822 | Time: 2563.26 ms [2021-01-21 12:32:08 main:574] : INFO : Epoch 1879 | loss: 0.0311185 | val_loss: 0.0311764 | Time: 2437.49 ms [2021-01-21 12:32:11 main:574] : INFO : Epoch 1880 | loss: 0.031118 | val_loss: 0.0311847 | Time: 2568.19 ms [2021-01-21 12:32:13 main:574] : INFO : Epoch 1881 | loss: 0.0311164 | val_loss: 0.0311781 | Time: 2684.35 ms [2021-01-21 12:32:16 main:574] : INFO : Epoch 1882 | loss: 0.0311129 | val_loss: 0.0311863 | Time: 2584.6 ms [2021-01-21 12:32:19 main:574] : INFO : Epoch 1883 | loss: 0.0311154 | val_loss: 0.0311817 | Time: 2578.39 ms [2021-01-21 12:32:21 main:574] : INFO : Epoch 1884 | loss: 0.0311124 | val_loss: 0.0311751 | Time: 2527.91 ms [2021-01-21 12:32:24 main:574] : INFO : Epoch 1885 | loss: 0.0311136 | val_loss: 0.031184 | Time: 2486.83 ms [2021-01-21 12:32:26 main:574] : INFO : Epoch 1886 | loss: 0.0311081 | val_loss: 0.0311797 | Time: 2499.06 ms [2021-01-21 12:32:29 main:574] : INFO : Epoch 1887 | loss: 0.0311062 | val_loss: 0.031182 | Time: 2568.94 ms [2021-01-21 12:32:32 main:574] : INFO : Epoch 1888 | loss: 0.0311059 | val_loss: 0.0311847 | Time: 2512.05 ms [2021-01-21 12:32:34 main:574] : INFO : Epoch 1889 | loss: 0.0311033 | val_loss: 0.031193 | Time: 2609.01 ms [2021-01-21 12:32:37 main:574] : INFO : Epoch 1890 | loss: 0.0311057 | val_loss: 0.0311797 | Time: 2500.56 ms [2021-01-21 12:32:39 main:574] : INFO : Epoch 1891 | loss: 0.031107 | val_loss: 0.0311895 | Time: 2458.2 ms [2021-01-21 12:32:42 main:574] : INFO : Epoch 1892 | loss: 0.0311102 | val_loss: 0.031177 | Time: 2586.02 ms [2021-01-21 12:32:45 main:574] : INFO : Epoch 1893 | loss: 0.0311196 | val_loss: 0.0311839 | Time: 2552.32 ms [2021-01-21 12:32:47 main:574] : INFO : Epoch 1894 | loss: 0.0311186 | val_loss: 0.0311804 | Time: 2573.04 ms [2021-01-21 12:32:50 main:574] : INFO : Epoch 1895 | loss: 0.0311129 | val_loss: 0.0311804 | Time: 2435.73 ms [2021-01-21 12:32:53 main:574] : INFO : Epoch 1896 | loss: 0.0311092 | val_loss: 0.0311819 | Time: 2645.41 ms [2021-01-21 12:32:55 main:574] : INFO : Epoch 1897 | loss: 0.0311074 | val_loss: 0.0311772 | Time: 2569.82 ms [2021-01-21 12:32:58 main:574] : INFO : Epoch 1898 | loss: 0.031113 | val_loss: 0.0311846 | Time: 2638.33 ms [2021-01-21 12:33:01 main:574] : INFO : Epoch 1899 | loss: 0.0311286 | val_loss: 0.0311833 | Time: 2658.35 ms [2021-01-21 12:33:03 main:574] : INFO : Epoch 1900 | loss: 0.0311372 | val_loss: 0.0311767 | Time: 2513.79 ms [2021-01-21 12:33:06 main:574] : INFO : Epoch 1901 | loss: 0.0311311 | val_loss: 0.0311739 | Time: 2511.26 ms [2021-01-21 12:33:08 main:574] : INFO : Epoch 1902 | loss: 0.0311219 | val_loss: 0.0311748 | Time: 2693.86 ms [2021-01-21 12:33:11 main:574] : INFO : Epoch 1903 | loss: 0.0311157 | val_loss: 0.0311809 | Time: 2596.89 ms [2021-01-21 12:33:14 main:574] : INFO : Epoch 1904 | loss: 0.0311164 | val_loss: 0.0311718 | Time: 2626.24 ms [2021-01-21 12:33:16 main:574] : INFO : Epoch 1905 | loss: 0.0311163 | val_loss: 0.0311788 | Time: 2479.18 ms [2021-01-21 12:33:19 main:574] : INFO : Epoch 1906 | loss: 0.0311191 | val_loss: 0.0311715 | Time: 2444.32 ms [2021-01-21 12:33:21 main:574] : INFO : Epoch 1907 | loss: 0.0311129 | val_loss: 0.0311804 | Time: 2475.89 ms [2021-01-21 12:33:24 main:574] : INFO : Epoch 1908 | loss: 0.0311101 | val_loss: 0.0311751 | Time: 2641.53 ms [2021-01-21 12:33:27 main:574] : INFO : Epoch 1909 | loss: 0.0311107 | val_loss: 0.0311771 | Time: 2502.74 ms [2021-01-21 12:33:29 main:574] : INFO : Epoch 1910 | loss: 0.0311086 | val_loss: 0.031175 | Time: 2529.47 ms [2021-01-21 12:33:32 main:574] : INFO : Epoch 1911 | loss: 0.0311077 | val_loss: 0.0311783 | Time: 2584.93 ms [2021-01-21 12:33:35 main:574] : INFO : Epoch 1912 | loss: 0.0311057 | val_loss: 0.0311815 | Time: 2579.63 ms [2021-01-21 12:33:37 main:574] : INFO : Epoch 1913 | loss: 0.0311032 | val_loss: 0.0311839 | Time: 2586.04 ms [2021-01-21 12:33:40 main:574] : INFO : Epoch 1914 | loss: 0.0311049 | val_loss: 0.0311851 | Time: 2565.86 ms [2021-01-21 12:33:42 main:574] : INFO : Epoch 1915 | loss: 0.0311073 | val_loss: 0.0311838 | Time: 2465.4 ms [2021-01-21 12:33:45 main:574] : INFO : Epoch 1916 | loss: 0.0311119 | val_loss: 0.0311819 | Time: 2528.31 ms [2021-01-21 12:33:48 main:574] : INFO : Epoch 1917 | loss: 0.0311113 | val_loss: 0.0311805 | Time: 2662.25 ms [2021-01-21 12:33:50 main:574] : INFO : Epoch 1918 | loss: 0.0311072 | val_loss: 0.0311851 | Time: 2535.25 ms [2021-01-21 12:33:53 main:574] : INFO : Epoch 1919 | loss: 0.0311082 | val_loss: 0.0311827 | Time: 2572.54 ms [2021-01-21 12:33:55 main:574] : INFO : Epoch 1920 | loss: 0.0311142 | val_loss: 0.0311736 | Time: 2535.04 ms [2021-01-21 12:33:58 main:574] : INFO : Epoch 1921 | loss: 0.0311148 | val_loss: 0.0311862 | Time: 2585.2 ms [2021-01-21 12:34:01 main:574] : INFO : Epoch 1922 | loss: 0.0311117 | val_loss: 0.0311874 | Time: 2581.01 ms [2021-01-21 12:34:03 main:574] : INFO : Epoch 1923 | loss: 0.0311402 | val_loss: 0.0311786 | Time: 2475.15 ms [2021-01-21 12:34:06 main:574] : INFO : Epoch 1924 | loss: 0.0311574 | val_loss: 0.031179 | Time: 2692.47 ms [2021-01-21 12:34:09 main:574] : INFO : Epoch 1925 | loss: 0.0311479 | val_loss: 0.0311765 | Time: 2605.15 ms [2021-01-21 12:34:11 main:574] : INFO : Epoch 1926 | loss: 0.0311412 | val_loss: 0.0311664 | Time: 2471.52 ms [2021-01-21 12:34:14 main:574] : INFO : Epoch 1927 | loss: 0.0311345 | val_loss: 0.0311687 | Time: 2426.95 ms [2021-01-21 12:34:16 main:574] : INFO : Epoch 1928 | loss: 0.0311342 | val_loss: 0.0311646 | Time: 2593.82 ms [2021-01-21 12:34:19 main:574] : INFO : Epoch 1929 | loss: 0.0311316 | val_loss: 0.0311683 | Time: 2570.88 ms [2021-01-21 12:34:22 main:574] : INFO : Epoch 1930 | loss: 0.0311289 | val_loss: 0.0311707 | Time: 2556.01 ms [2021-01-21 12:34:24 main:574] : INFO : Epoch 1931 | loss: 0.0311259 | val_loss: 0.0311676 | Time: 2562 ms [2021-01-21 12:34:27 main:574] : INFO : Epoch 1932 | loss: 0.0311244 | val_loss: 0.0311725 | Time: 2584.69 ms [2021-01-21 12:34:30 main:574] : INFO : Epoch 1933 | loss: 0.0311243 | val_loss: 0.0311705 | Time: 2635.1 ms [2021-01-21 12:34:32 main:574] : INFO : Epoch 1934 | loss: 0.0311242 | val_loss: 0.0311662 | Time: 2623.29 ms [2021-01-21 12:34:35 main:574] : INFO : Epoch 1935 | loss: 0.0311233 | val_loss: 0.0311708 | Time: 2629.71 ms [2021-01-21 12:34:38 main:574] : INFO : Epoch 1936 | loss: 0.0311228 | val_loss: 0.0311738 | Time: 2645.26 ms [2021-01-21 12:34:41 main:574] : INFO : Epoch 1937 | loss: 0.0311187 | val_loss: 0.0311796 | Time: 2622.73 ms [2021-01-21 12:34:43 main:574] : INFO : Epoch 1938 | loss: 0.031114 | val_loss: 0.0311731 | Time: 2556.3 ms [2021-01-21 12:34:46 main:574] : INFO : Epoch 1939 | loss: 0.0311143 | val_loss: 0.0311684 | Time: 2333.14 ms [2021-01-21 12:34:48 main:574] : INFO : Epoch 1940 | loss: 0.0311152 | val_loss: 0.031166 | Time: 2431.14 ms [2021-01-21 12:34:51 main:574] : INFO : Epoch 1941 | loss: 0.0311151 | val_loss: 0.0311739 | Time: 2516.05 ms [2021-01-21 12:34:53 main:574] : INFO : Epoch 1942 | loss: 0.0311116 | val_loss: 0.0311719 | Time: 2518.05 ms [2021-01-21 12:34:56 main:574] : INFO : Epoch 1943 | loss: 0.0311086 | val_loss: 0.0311778 | Time: 2260.05 ms [2021-01-21 12:34:58 main:574] : INFO : Epoch 1944 | loss: 0.0311053 | val_loss: 0.0311748 | Time: 2504.74 ms [2021-01-21 12:35:01 main:574] : INFO : Epoch 1945 | loss: 0.0311073 | val_loss: 0.0311807 | Time: 2611.79 ms [2021-01-21 12:35:03 main:574] : INFO : Epoch 1946 | loss: 0.0311043 | val_loss: 0.0311848 | Time: 2489.44 ms [2021-01-21 12:35:06 main:574] : INFO : Epoch 1947 | loss: 0.0311107 | val_loss: 0.0311727 | Time: 2433.69 ms [2021-01-21 12:35:08 main:574] : INFO : Epoch 1948 | loss: 0.0311128 | val_loss: 0.0311787 | Time: 2312.75 ms [2021-01-21 12:35:11 main:574] : INFO : Epoch 1949 | loss: 0.0311106 | val_loss: 0.0311883 | Time: 2454.48 ms [2021-01-21 12:35:13 main:574] : INFO : Epoch 1950 | loss: 0.0311073 | val_loss: 0.0311783 | Time: 2494.08 ms [2021-01-21 12:35:16 main:574] : INFO : Epoch 1951 | loss: 0.0311099 | val_loss: 0.031178 | Time: 2537.58 ms [2021-01-21 12:35:18 main:574] : INFO : Epoch 1952 | loss: 0.0311111 | val_loss: 0.0311773 | Time: 2548.43 ms [2021-01-21 12:35:21 main:574] : INFO : Epoch 1953 | loss: 0.0311118 | val_loss: 0.0311878 | Time: 2441.94 ms [2021-01-21 12:35:23 main:574] : INFO : Epoch 1954 | loss: 0.0311123 | val_loss: 0.0311838 | Time: 2515.5 ms [2021-01-21 12:35:26 main:574] : INFO : Epoch 1955 | loss: 0.031106 | val_loss: 0.0311828 | Time: 2540.78 ms [2021-01-21 12:35:29 main:574] : INFO : Epoch 1956 | loss: 0.031108 | val_loss: 0.0311836 | Time: 2577.76 ms [2021-01-21 12:35:31 main:574] : INFO : Epoch 1957 | loss: 0.0311083 | val_loss: 0.0311757 | Time: 2547.83 ms [2021-01-21 12:35:34 main:574] : INFO : Epoch 1958 | loss: 0.0311059 | val_loss: 0.0311894 | Time: 2471.23 ms [2021-01-21 12:35:36 main:574] : INFO : Epoch 1959 | loss: 0.0311027 | val_loss: 0.0311783 | Time: 2633.4 ms [2021-01-21 12:35:39 main:574] : INFO : Epoch 1960 | loss: 0.0311023 | val_loss: 0.0311816 | Time: 2558.45 ms [2021-01-21 12:35:42 main:574] : INFO : Epoch 1961 | loss: 0.0311041 | val_loss: 0.0311869 | Time: 2533.84 ms [2021-01-21 12:35:44 main:574] : INFO : Epoch 1962 | loss: 0.0311042 | val_loss: 0.0311793 | Time: 2647.7 ms [2021-01-21 12:35:47 main:574] : INFO : Epoch 1963 | loss: 0.0311035 | val_loss: 0.0311923 | Time: 2628.62 ms [2021-01-21 12:35:50 main:574] : INFO : Epoch 1964 | loss: 0.0311019 | val_loss: 0.0311775 | Time: 2667.66 ms [2021-01-21 12:35:52 main:574] : INFO : Epoch 1965 | loss: 0.0311093 | val_loss: 0.0311868 | Time: 2585.93 ms [2021-01-21 12:35:55 main:574] : INFO : Epoch 1966 | loss: 0.0311042 | val_loss: 0.031189 | Time: 2510.71 ms [2021-01-21 12:35:58 main:574] : INFO : Epoch 1967 | loss: 0.0311074 | val_loss: 0.0311999 | Time: 2524.62 ms [2021-01-21 12:36:00 main:574] : INFO : Epoch 1968 | loss: 0.0311093 | val_loss: 0.0311899 | Time: 2493.71 ms [2021-01-21 12:36:03 main:574] : INFO : Epoch 1969 | loss: 0.0311054 | val_loss: 0.0311843 | Time: 2423.66 ms [2021-01-21 12:36:05 main:574] : INFO : Epoch 1970 | loss: 0.031106 | val_loss: 0.0311861 | Time: 2393.15 ms [2021-01-21 12:36:08 main:574] : INFO : Epoch 1971 | loss: 0.031104 | val_loss: 0.031187 | Time: 2398.08 ms [2021-01-21 12:36:10 main:574] : INFO : Epoch 1972 | loss: 0.0311002 | val_loss: 0.0311905 | Time: 2462.72 ms [2021-01-21 12:36:13 main:574] : INFO : Epoch 1973 | loss: 0.0310978 | val_loss: 0.0311986 | Time: 2539.98 ms [2021-01-21 12:36:15 main:574] : INFO : Epoch 1974 | loss: 0.0311117 | val_loss: 0.0311921 | Time: 2603.96 ms [2021-01-21 12:36:18 main:574] : INFO : Epoch 1975 | loss: 0.0311085 | val_loss: 0.0312025 | Time: 2550.52 ms [2021-01-21 12:36:21 main:574] : INFO : Epoch 1976 | loss: 0.0311005 | val_loss: 0.0311924 | Time: 2602.34 ms [2021-01-21 12:36:23 main:574] : INFO : Epoch 1977 | loss: 0.0311003 | val_loss: 0.0311909 | Time: 2575.93 ms [2021-01-21 12:36:26 main:574] : INFO : Epoch 1978 | loss: 0.0311041 | val_loss: 0.0311934 | Time: 2564.22 ms [2021-01-21 12:36:29 main:574] : INFO : Epoch 1979 | loss: 0.0310994 | val_loss: 0.0311933 | Time: 2521.55 ms [2021-01-21 12:36:31 main:574] : INFO : Epoch 1980 | loss: 0.0311037 | val_loss: 0.0311809 | Time: 2633.89 ms [2021-01-21 12:36:34 main:574] : INFO : Epoch 1981 | loss: 0.0311043 | val_loss: 0.0311854 | Time: 2549.58 ms [2021-01-21 12:36:37 main:574] : INFO : Epoch 1982 | loss: 0.0311083 | val_loss: 0.0311884 | Time: 2560.29 ms [2021-01-21 12:36:39 main:574] : INFO : Epoch 1983 | loss: 0.0311053 | val_loss: 0.0311822 | Time: 2621.84 ms [2021-01-21 12:36:42 main:574] : INFO : Epoch 1984 | loss: 0.0311058 | val_loss: 0.0311779 | Time: 2519.91 ms [2021-01-21 12:36:45 main:574] : INFO : Epoch 1985 | loss: 0.0311022 | val_loss: 0.0311878 | Time: 2472.07 ms [2021-01-21 12:36:47 main:574] : INFO : Epoch 1986 | loss: 0.0311012 | val_loss: 0.0311871 | Time: 2406.79 ms [2021-01-21 12:36:50 main:574] : INFO : Epoch 1987 | loss: 0.0310978 | val_loss: 0.0311792 | Time: 2529.8 ms [2021-01-21 12:36:52 main:574] : INFO : Epoch 1988 | loss: 0.0311032 | val_loss: 0.031192 | Time: 2452.59 ms [2021-01-21 12:36:55 main:574] : INFO : Epoch 1989 | loss: 0.0311027 | val_loss: 0.0311827 | Time: 2471.25 ms [2021-01-21 12:36:57 main:574] : INFO : Epoch 1990 | loss: 0.0311029 | val_loss: 0.0311936 | Time: 2585.77 ms [2021-01-21 12:37:00 main:574] : INFO : Epoch 1991 | loss: 0.0311005 | val_loss: 0.0311881 | Time: 2593.15 ms [2021-01-21 12:37:03 main:574] : INFO : Epoch 1992 | loss: 0.031099 | val_loss: 0.0311903 | Time: 2483.67 ms [2021-01-21 12:37:05 main:574] : INFO : Epoch 1993 | loss: 0.0311037 | val_loss: 0.0311913 | Time: 2591.03 ms [2021-01-21 12:37:08 main:574] : INFO : Epoch 1994 | loss: 0.0311047 | val_loss: 0.0311805 | Time: 2500.73 ms [2021-01-21 12:37:10 main:574] : INFO : Epoch 1995 | loss: 0.0311063 | val_loss: 0.0311869 | Time: 2481.17 ms [2021-01-21 12:37:13 main:574] : INFO : Epoch 1996 | loss: 0.0311056 | val_loss: 0.0311839 | Time: 2519.01 ms [2021-01-21 12:37:16 main:574] : INFO : Epoch 1997 | loss: 0.0311041 | val_loss: 0.0311863 | Time: 2569.15 ms [2021-01-21 12:37:18 main:574] : INFO : Epoch 1998 | loss: 0.0311068 | val_loss: 0.0311788 | Time: 2608.22 ms [2021-01-21 12:37:21 main:574] : INFO : Epoch 1999 | loss: 0.0311041 | val_loss: 0.0311818 | Time: 2484.3 ms [2021-01-21 12:37:23 main:574] : INFO : Epoch 2000 | loss: 0.031101 | val_loss: 0.031186 | Time: 2497.86 ms [2021-01-21 12:37:26 main:574] : INFO : Epoch 2001 | loss: 0.0311014 | val_loss: 0.0311972 | Time: 2470.09 ms [2021-01-21 12:37:29 main:574] : INFO : Epoch 2002 | loss: 0.0310947 | val_loss: 0.0311897 | Time: 2438.09 ms [2021-01-21 12:37:31 main:574] : INFO : Epoch 2003 | loss: 0.0310948 | val_loss: 0.0311874 | Time: 2494.74 ms [2021-01-21 12:37:34 main:574] : INFO : Epoch 2004 | loss: 0.0311074 | val_loss: 0.0311925 | Time: 2498.37 ms [2021-01-21 12:37:36 main:574] : INFO : Epoch 2005 | loss: 0.0311039 | val_loss: 0.0311885 | Time: 2507.89 ms [2021-01-21 12:37:39 main:574] : INFO : Epoch 2006 | loss: 0.0310983 | val_loss: 0.0311917 | Time: 2474.32 ms [2021-01-21 12:37:41 main:574] : INFO : Epoch 2007 | loss: 0.0310969 | val_loss: 0.0311902 | Time: 2588.2 ms [2021-01-21 12:37:44 main:574] : INFO : Epoch 2008 | loss: 0.031095 | val_loss: 0.0311901 | Time: 2533.21 ms [2021-01-21 12:37:47 main:574] : INFO : Epoch 2009 | loss: 0.0310958 | val_loss: 0.0311897 | Time: 2491.19 ms [2021-01-21 12:37:49 main:574] : INFO : Epoch 2010 | loss: 0.0310941 | val_loss: 0.0311846 | Time: 2395.81 ms [2021-01-21 12:37:52 main:574] : INFO : Epoch 2011 | loss: 0.0311076 | val_loss: 0.0311864 | Time: 2507.36 ms [2021-01-21 12:37:54 main:574] : INFO : Epoch 2012 | loss: 0.0311061 | val_loss: 0.031193 | Time: 2561.16 ms [2021-01-21 12:37:57 main:574] : INFO : Epoch 2013 | loss: 0.0311029 | val_loss: 0.0311911 | Time: 2488.81 ms [2021-01-21 12:38:00 main:574] : INFO : Epoch 2014 | loss: 0.031104 | val_loss: 0.0311871 | Time: 2442.89 ms [2021-01-21 12:38:02 main:574] : INFO : Epoch 2015 | loss: 0.0310954 | val_loss: 0.0311963 | Time: 2520.84 ms [2021-01-21 12:38:05 main:574] : INFO : Epoch 2016 | loss: 0.0310959 | val_loss: 0.0311941 | Time: 2564.8 ms [2021-01-21 12:38:07 main:574] : INFO : Epoch 2017 | loss: 0.0310983 | val_loss: 0.0311939 | Time: 2537.27 ms [2021-01-21 12:38:10 main:574] : INFO : Epoch 2018 | loss: 0.0310915 | val_loss: 0.0311971 | Time: 2451.11 ms [2021-01-21 12:38:12 main:574] : INFO : Epoch 2019 | loss: 0.0310973 | val_loss: 0.0311938 | Time: 2565.73 ms [2021-01-21 12:38:15 main:574] : INFO : Epoch 2020 | loss: 0.0310933 | val_loss: 0.0311938 | Time: 2489.29 ms [2021-01-21 12:38:18 main:574] : INFO : Epoch 2021 | loss: 0.0310954 | val_loss: 0.0311949 | Time: 2570.8 ms [2021-01-21 12:38:20 main:574] : INFO : Epoch 2022 | loss: 0.0310913 | val_loss: 0.0311918 | Time: 2656 ms [2021-01-21 12:38:23 main:574] : INFO : Epoch 2023 | loss: 0.0311415 | val_loss: 0.0312064 | Time: 2477.64 ms [2021-01-21 12:38:25 main:574] : INFO : Epoch 2024 | loss: 0.0311378 | val_loss: 0.031173 | Time: 2504.58 ms [2021-01-21 12:38:28 main:574] : INFO : Epoch 2025 | loss: 0.031124 | val_loss: 0.0311772 | Time: 2498.86 ms [2021-01-21 12:38:31 main:574] : INFO : Epoch 2026 | loss: 0.0311123 | val_loss: 0.031193 | Time: 2520.12 ms [2021-01-21 12:38:33 main:574] : INFO : Epoch 2027 | loss: 0.0311027 | val_loss: 0.0311796 | Time: 2413.15 ms [2021-01-21 12:38:36 main:574] : INFO : Epoch 2028 | loss: 0.0310967 | val_loss: 0.0311817 | Time: 2499.81 ms [2021-01-21 12:38:38 main:574] : INFO : Epoch 2029 | loss: 0.0310982 | val_loss: 0.0311893 | Time: 2472.7 ms [2021-01-21 12:38:41 main:574] : INFO : Epoch 2030 | loss: 0.0310956 | val_loss: 0.0311812 | Time: 2583.46 ms [2021-01-21 12:38:43 main:574] : INFO : Epoch 2031 | loss: 0.0311138 | val_loss: 0.0311813 | Time: 2399.73 ms [2021-01-21 12:38:46 main:574] : INFO : Epoch 2032 | loss: 0.0311035 | val_loss: 0.0311971 | Time: 2676.82 ms [2021-01-21 12:38:48 main:574] : INFO : Epoch 2033 | loss: 0.0310989 | val_loss: 0.0311796 | Time: 2431.05 ms [2021-01-21 12:38:51 main:574] : INFO : Epoch 2034 | loss: 0.0310965 | val_loss: 0.0311977 | Time: 2429.73 ms [2021-01-21 12:38:53 main:574] : INFO : Epoch 2035 | loss: 0.0310926 | val_loss: 0.0311996 | Time: 2538.64 ms [2021-01-21 12:38:56 main:574] : INFO : Epoch 2036 | loss: 0.0310936 | val_loss: 0.031186 | Time: 2579.95 ms [2021-01-21 12:38:59 main:574] : INFO : Epoch 2037 | loss: 0.0310945 | val_loss: 0.0311985 | Time: 2435.62 ms [2021-01-21 12:39:01 main:574] : INFO : Epoch 2038 | loss: 0.031093 | val_loss: 0.0311876 | Time: 2661.33 ms [2021-01-21 12:39:04 main:574] : INFO : Epoch 2039 | loss: 0.0310942 | val_loss: 0.0311927 | Time: 2582.98 ms [2021-01-21 12:39:07 main:574] : INFO : Epoch 2040 | loss: 0.0310957 | val_loss: 0.0311935 | Time: 2554.02 ms [2021-01-21 12:39:09 main:574] : INFO : Epoch 2041 | loss: 0.0310889 | val_loss: 0.0311973 | Time: 2465.86 ms [2021-01-21 12:39:12 main:574] : INFO : Epoch 2042 | loss: 0.0310885 | val_loss: 0.0312108 | Time: 2575.45 ms [2021-01-21 12:39:14 main:574] : INFO : Epoch 2043 | loss: 0.0310913 | val_loss: 0.0311883 | Time: 2517.92 ms [2021-01-21 12:39:17 main:574] : INFO : Epoch 2044 | loss: 0.0310883 | val_loss: 0.0312045 | Time: 2527.07 ms [2021-01-21 12:39:20 main:574] : INFO : Epoch 2045 | loss: 0.0310881 | val_loss: 0.031185 | Time: 2579.35 ms [2021-01-21 12:39:22 main:574] : INFO : Epoch 2046 | loss: 0.0310926 | val_loss: 0.0312098 | Time: 2454.85 ms [2021-01-21 12:39:25 main:574] : INFO : Epoch 2047 | loss: 0.0310953 | val_loss: 0.0311858 | Time: 2564.65 ms [2021-01-21 12:39:27 main:574] : INFO : Epoch 2048 | loss: 0.0310885 | val_loss: 0.0312014 | Time: 2627.53 ms [2021-01-21 12:39:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312014 [2021-01-21 12:39:27 main:603] : INFO : Saving end state to config to file [2021-01-21 12:39:27 main:608] : INFO : Success, exiting.. 12:39:28 (6964): 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)