Task 7747768
| Name | ParityModified-1631732158-3824-1_3 |
| Workunit | 5269936 |
| Created | 1 Oct 2021, 20:35:11 UTC |
| Sent | 2 Oct 2021, 10:15:58 UTC |
| Report deadline | 9 Oct 2021, 10:15:58 UTC |
| Received | 2 Oct 2021, 12:39:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 22 min 14 sec |
| CPU time | 1 hours 21 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310796 | val_loss: 0.031165 | Time: 2444.2 ms [2021-10-02 13:18:42 main:574] : INFO : Epoch 1543 | loss: 0.031076 | val_loss: 0.0311728 | Time: 2326.79 ms [2021-10-02 13:18:45 main:574] : INFO : Epoch 1544 | loss: 0.0310752 | val_loss: 0.0311676 | Time: 2350.25 ms [2021-10-02 13:18:47 main:574] : INFO : Epoch 1545 | loss: 0.0310748 | val_loss: 0.0311685 | Time: 2390.95 ms [2021-10-02 13:18:49 main:574] : INFO : Epoch 1546 | loss: 0.0310835 | val_loss: 0.0311736 | Time: 2371.42 ms [2021-10-02 13:18:52 main:574] : INFO : Epoch 1547 | loss: 0.0310938 | val_loss: 0.0311673 | Time: 2388.05 ms [2021-10-02 13:18:54 main:574] : INFO : Epoch 1548 | loss: 0.0310909 | val_loss: 0.0311678 | Time: 2436.49 ms [2021-10-02 13:18:57 main:574] : INFO : Epoch 1549 | loss: 0.0310865 | val_loss: 0.0311627 | Time: 2445.78 ms [2021-10-02 13:18:59 main:574] : INFO : Epoch 1550 | loss: 0.0310862 | val_loss: 0.0311756 | Time: 2443.84 ms [2021-10-02 13:19:02 main:574] : INFO : Epoch 1551 | loss: 0.0310833 | val_loss: 0.0311715 | Time: 2421.7 ms [2021-10-02 13:19:04 main:574] : INFO : Epoch 1552 | loss: 0.0310824 | val_loss: 0.0311711 | Time: 2481.23 ms [2021-10-02 13:19:07 main:574] : INFO : Epoch 1553 | loss: 0.0310815 | val_loss: 0.0311844 | Time: 2392.41 ms [2021-10-02 13:19:09 main:574] : INFO : Epoch 1554 | loss: 0.0310861 | val_loss: 0.0311663 | Time: 2330.22 ms [2021-10-02 13:19:11 main:574] : INFO : Epoch 1555 | loss: 0.0310823 | val_loss: 0.0311673 | Time: 2426.94 ms [2021-10-02 13:19:14 main:574] : INFO : Epoch 1556 | loss: 0.0310853 | val_loss: 0.0311642 | Time: 2429.78 ms [2021-10-02 13:19:16 main:574] : INFO : Epoch 1557 | loss: 0.0310841 | val_loss: 0.0311661 | Time: 2397.91 ms [2021-10-02 13:19:19 main:574] : INFO : Epoch 1558 | loss: 0.0310811 | val_loss: 0.0311595 | Time: 2392.4 ms [2021-10-02 13:19:21 main:574] : INFO : Epoch 1559 | loss: 0.0310794 | val_loss: 0.0311706 | Time: 2709.92 ms [2021-10-02 13:19:24 main:574] : INFO : Epoch 1560 | loss: 0.0310779 | val_loss: 0.0311666 | Time: 2329.01 ms [2021-10-02 13:19:26 main:574] : INFO : Epoch 1561 | loss: 0.03108 | val_loss: 0.0311757 | Time: 2426.61 ms [2021-10-02 13:19:29 main:574] : INFO : Epoch 1562 | loss: 0.0310814 | val_loss: 0.0311694 | Time: 2431.15 ms [2021-10-02 13:19:31 main:574] : INFO : Epoch 1563 | loss: 0.0310793 | val_loss: 0.0311758 | Time: 2534.89 ms [2021-10-02 13:19:34 main:574] : INFO : Epoch 1564 | loss: 0.0310961 | val_loss: 0.031162 | Time: 2373.07 ms [2021-10-02 13:19:36 main:574] : INFO : Epoch 1565 | loss: 0.0310943 | val_loss: 0.0311611 | Time: 2413.22 ms [2021-10-02 13:19:39 main:574] : INFO : Epoch 1566 | loss: 0.031087 | val_loss: 0.0311677 | Time: 2519.36 ms [2021-10-02 13:19:41 main:574] : INFO : Epoch 1567 | loss: 0.0310843 | val_loss: 0.0311649 | Time: 2452.82 ms [2021-10-02 13:19:44 main:574] : INFO : Epoch 1568 | loss: 0.0310862 | val_loss: 0.0311634 | Time: 2484.29 ms [2021-10-02 13:19:46 main:574] : INFO : Epoch 1569 | loss: 0.0310833 | val_loss: 0.0311715 | Time: 2440.94 ms [2021-10-02 13:19:49 main:574] : INFO : Epoch 1570 | loss: 0.0310841 | val_loss: 0.0311631 | Time: 2523.35 ms [2021-10-02 13:19:51 main:574] : INFO : Epoch 1571 | loss: 0.0310849 | val_loss: 0.0311623 | Time: 2414.02 ms [2021-10-02 13:19:54 main:574] : INFO : Epoch 1572 | loss: 0.0310861 | val_loss: 0.031167 | Time: 2430.16 ms [2021-10-02 13:19:56 main:574] : INFO : Epoch 1573 | loss: 0.0310904 | val_loss: 0.0311615 | Time: 2383.64 ms [2021-10-02 13:19:58 main:574] : INFO : Epoch 1574 | loss: 0.0310871 | val_loss: 0.0311736 | Time: 2439.76 ms [2021-10-02 13:20:01 main:574] : INFO : Epoch 1575 | loss: 0.0310825 | val_loss: 0.0311677 | Time: 2371.11 ms [2021-10-02 13:20:03 main:574] : INFO : Epoch 1576 | loss: 0.0310781 | val_loss: 0.031164 | Time: 2430.49 ms [2021-10-02 13:20:06 main:574] : INFO : Epoch 1577 | loss: 0.0310776 | val_loss: 0.0311703 | Time: 2451.8 ms [2021-10-02 13:20:08 main:574] : INFO : Epoch 1578 | loss: 0.031077 | val_loss: 0.031172 | Time: 2412.09 ms [2021-10-02 13:20:10 main:574] : INFO : Epoch 1579 | loss: 0.0310771 | val_loss: 0.031169 | Time: 2364.99 ms [2021-10-02 13:20:13 main:574] : INFO : Epoch 1580 | loss: 0.0310782 | val_loss: 0.0311681 | Time: 2389.1 ms [2021-10-02 13:20:15 main:574] : INFO : Epoch 1581 | loss: 0.0310744 | val_loss: 0.0311699 | Time: 2444.89 ms [2021-10-02 13:20:18 main:574] : INFO : Epoch 1582 | loss: 0.0310744 | val_loss: 0.0311655 | Time: 2403.02 ms [2021-10-02 13:20:20 main:574] : INFO : Epoch 1583 | loss: 0.0310844 | val_loss: 0.0311765 | Time: 2401.22 ms [2021-10-02 13:20:22 main:574] : INFO : Epoch 1584 | loss: 0.0310922 | val_loss: 0.0311582 | Time: 2341.35 ms [2021-10-02 13:20:25 main:574] : INFO : Epoch 1585 | loss: 0.0310892 | val_loss: 0.0311677 | Time: 2310.59 ms [2021-10-02 13:20:27 main:574] : INFO : Epoch 1586 | loss: 0.031085 | val_loss: 0.0311691 | Time: 2367.38 ms [2021-10-02 13:20:30 main:574] : INFO : Epoch 1587 | loss: 0.0310805 | val_loss: 0.0311678 | Time: 2404.25 ms [2021-10-02 13:20:32 main:574] : INFO : Epoch 1588 | loss: 0.0310789 | val_loss: 0.0311633 | Time: 2394.63 ms [2021-10-02 13:20:34 main:574] : INFO : Epoch 1589 | loss: 0.0310783 | val_loss: 0.0311723 | Time: 2371.84 ms [2021-10-02 13:20:37 main:574] : INFO : Epoch 1590 | loss: 0.031077 | val_loss: 0.0311627 | Time: 2369.23 ms [2021-10-02 13:20:39 main:574] : INFO : Epoch 1591 | loss: 0.0310738 | val_loss: 0.0311709 | Time: 2324.11 ms [2021-10-02 13:20:41 main:574] : INFO : Epoch 1592 | loss: 0.0310751 | val_loss: 0.0311703 | Time: 2411.41 ms [2021-10-02 13:20:44 main:574] : INFO : Epoch 1593 | loss: 0.031073 | val_loss: 0.0311761 | Time: 2381.82 ms [2021-10-02 13:20:46 main:574] : INFO : Epoch 1594 | loss: 0.0310728 | val_loss: 0.0311657 | Time: 2388.56 ms [2021-10-02 13:20:49 main:574] : INFO : Epoch 1595 | loss: 0.0310727 | val_loss: 0.0311757 | Time: 2313.89 ms [2021-10-02 13:20:51 main:574] : INFO : Epoch 1596 | loss: 0.0310729 | val_loss: 0.031172 | Time: 2330 ms [2021-10-02 13:20:53 main:574] : INFO : Epoch 1597 | loss: 0.0310688 | val_loss: 0.0311647 | Time: 2404.68 ms [2021-10-02 13:20:56 main:574] : INFO : Epoch 1598 | loss: 0.0310708 | val_loss: 0.0311669 | Time: 2397.86 ms [2021-10-02 13:20:58 main:574] : INFO : Epoch 1599 | loss: 0.0310789 | val_loss: 0.0311676 | Time: 2370.12 ms [2021-10-02 13:21:00 main:574] : INFO : Epoch 1600 | loss: 0.031077 | val_loss: 0.0311634 | Time: 2351.02 ms [2021-10-02 13:21:03 main:574] : INFO : Epoch 1601 | loss: 0.0310763 | val_loss: 0.0311671 | Time: 2373.11 ms [2021-10-02 13:21:05 main:574] : INFO : Epoch 1602 | loss: 0.0310846 | val_loss: 0.031167 | Time: 2339.34 ms [2021-10-02 13:21:08 main:574] : INFO : Epoch 1603 | loss: 0.0310865 | val_loss: 0.0311666 | Time: 2338.76 ms [2021-10-02 13:21:10 main:574] : INFO : Epoch 1604 | loss: 0.0310843 | val_loss: 0.0311657 | Time: 2402.24 ms [2021-10-02 13:21:12 main:574] : INFO : Epoch 1605 | loss: 0.0310793 | val_loss: 0.0311653 | Time: 2355.57 ms [2021-10-02 13:21:15 main:574] : INFO : Epoch 1606 | loss: 0.0310758 | val_loss: 0.031171 | Time: 2397.67 ms [2021-10-02 13:21:17 main:574] : INFO : Epoch 1607 | loss: 0.0310832 | val_loss: 0.0311755 | Time: 2429.46 ms [2021-10-02 13:21:19 main:574] : INFO : Epoch 1608 | loss: 0.0310824 | val_loss: 0.0311672 | Time: 2379.98 ms [2021-10-02 13:21:22 main:574] : INFO : Epoch 1609 | loss: 0.0310807 | val_loss: 0.0311667 | Time: 2400.99 ms [2021-10-02 13:21:24 main:574] : INFO : Epoch 1610 | loss: 0.0310803 | val_loss: 0.0311672 | Time: 2447.45 ms [2021-10-02 13:21:27 main:574] : INFO : Epoch 1611 | loss: 0.0310783 | val_loss: 0.0311631 | Time: 2476.27 ms [2021-10-02 13:21:29 main:574] : INFO : Epoch 1612 | loss: 0.0310931 | val_loss: 0.0311705 | Time: 2399.52 ms [2021-10-02 13:21:32 main:574] : INFO : Epoch 1613 | loss: 0.031142 | val_loss: 0.0311597 | Time: 2391.55 ms [2021-10-02 13:21:34 main:574] : INFO : Epoch 1614 | loss: 0.0311436 | val_loss: 0.0311649 | Time: 2441.38 ms [2021-10-02 13:21:37 main:574] : INFO : Epoch 1615 | loss: 0.0311331 | val_loss: 0.03116 | Time: 2420.99 ms [2021-10-02 13:21:39 main:574] : INFO : Epoch 1616 | loss: 0.0311296 | val_loss: 0.031164 | Time: 2470.69 ms [2021-10-02 13:21:41 main:574] : INFO : Epoch 1617 | loss: 0.0311248 | val_loss: 0.031162 | Time: 2369.78 ms [2021-10-02 13:21:44 main:574] : INFO : Epoch 1618 | loss: 0.0311149 | val_loss: 0.0311567 | Time: 2376.13 ms [2021-10-02 13:21:46 main:574] : INFO : Epoch 1619 | loss: 0.0311099 | val_loss: 0.0311639 | Time: 2415.3 ms [2021-10-02 13:21:49 main:574] : INFO : Epoch 1620 | loss: 0.0311118 | val_loss: 0.0311608 | Time: 2397.85 ms [2021-10-02 13:21:51 main:574] : INFO : Epoch 1621 | loss: 0.0311079 | val_loss: 0.0311596 | Time: 2407.47 ms [2021-10-02 13:21:53 main:574] : INFO : Epoch 1622 | loss: 0.0311052 | val_loss: 0.0311623 | Time: 2403.08 ms [2021-10-02 13:21:56 main:574] : INFO : Epoch 1623 | loss: 0.031107 | val_loss: 0.0311636 | Time: 2338.37 ms [2021-10-02 13:21:58 main:574] : INFO : Epoch 1624 | loss: 0.03113 | val_loss: 0.0311499 | Time: 2334.2 ms [2021-10-02 13:22:00 main:574] : INFO : Epoch 1625 | loss: 0.0311231 | val_loss: 0.0311523 | Time: 2358.84 ms [2021-10-02 13:22:03 main:574] : INFO : Epoch 1626 | loss: 0.0311191 | val_loss: 0.0311505 | Time: 2364.04 ms [2021-10-02 13:22:05 main:574] : INFO : Epoch 1627 | loss: 0.0311118 | val_loss: 0.031152 | Time: 2414.87 ms [2021-10-02 13:22:08 main:574] : INFO : Epoch 1628 | loss: 0.0311092 | val_loss: 0.0311493 | Time: 2376.6 ms [2021-10-02 13:22:10 main:574] : INFO : Epoch 1629 | loss: 0.0311089 | val_loss: 0.031154 | Time: 2321.41 ms [2021-10-02 13:22:12 main:574] : INFO : Epoch 1630 | loss: 0.0311088 | val_loss: 0.031154 | Time: 2364.52 ms [2021-10-02 13:22:15 main:574] : INFO : Epoch 1631 | loss: 0.0311049 | val_loss: 0.0311527 | Time: 2365.57 ms [2021-10-02 13:22:17 main:574] : INFO : Epoch 1632 | loss: 0.0311028 | val_loss: 0.0311553 | Time: 2470.42 ms [2021-10-02 13:22:20 main:574] : INFO : Epoch 1633 | loss: 0.0311004 | val_loss: 0.0311632 | Time: 2443.36 ms [2021-10-02 13:22:22 main:574] : INFO : Epoch 1634 | loss: 0.0311014 | val_loss: 0.0311594 | Time: 2339.09 ms [2021-10-02 13:22:24 main:574] : INFO : Epoch 1635 | loss: 0.0310992 | val_loss: 0.0311619 | Time: 2311.2 ms [2021-10-02 13:22:27 main:574] : INFO : Epoch 1636 | loss: 0.0310952 | val_loss: 0.0311543 | Time: 2380.54 ms [2021-10-02 13:22:29 main:574] : INFO : Epoch 1637 | loss: 0.0310974 | val_loss: 0.0311564 | Time: 2392.91 ms [2021-10-02 13:22:31 main:574] : INFO : Epoch 1638 | loss: 0.0310952 | val_loss: 0.0311622 | Time: 2390.21 ms [2021-10-02 13:22:34 main:574] : INFO : Epoch 1639 | loss: 0.0310934 | val_loss: 0.0311615 | Time: 2342.72 ms [2021-10-02 13:22:36 main:574] : INFO : Epoch 1640 | loss: 0.0310929 | val_loss: 0.03116 | Time: 2327.81 ms [2021-10-02 13:22:38 main:574] : INFO : Epoch 1641 | loss: 0.0310925 | val_loss: 0.0311677 | Time: 2370.11 ms [2021-10-02 13:22:41 main:574] : INFO : Epoch 1642 | loss: 0.0310988 | val_loss: 0.0311565 | Time: 2364.11 ms [2021-10-02 13:22:43 main:574] : INFO : Epoch 1643 | loss: 0.0310968 | val_loss: 0.0311576 | Time: 2404.17 ms [2021-10-02 13:22:46 main:574] : INFO : Epoch 1644 | loss: 0.031097 | val_loss: 0.0311619 | Time: 2351.37 ms [2021-10-02 13:22:48 main:574] : INFO : Epoch 1645 | loss: 0.0310948 | val_loss: 0.0311637 | Time: 2415.86 ms [2021-10-02 13:22:50 main:574] : INFO : Epoch 1646 | loss: 0.0310956 | val_loss: 0.0311585 | Time: 2349.52 ms [2021-10-02 13:22:53 main:574] : INFO : Epoch 1647 | loss: 0.0310926 | val_loss: 0.0311629 | Time: 2455.31 ms [2021-10-02 13:22:55 main:574] : INFO : Epoch 1648 | loss: 0.0310886 | val_loss: 0.0311591 | Time: 2448.76 ms [2021-10-02 13:22:58 main:574] : INFO : Epoch 1649 | loss: 0.031088 | val_loss: 0.0311614 | Time: 2312.18 ms [2021-10-02 13:23:00 main:574] : INFO : Epoch 1650 | loss: 0.0310882 | val_loss: 0.0311707 | Time: 2414.41 ms [2021-10-02 13:23:02 main:574] : INFO : Epoch 1651 | loss: 0.0310872 | val_loss: 0.0311683 | Time: 2273.67 ms [2021-10-02 13:23:05 main:574] : INFO : Epoch 1652 | loss: 0.0310867 | val_loss: 0.031158 | Time: 2260.58 ms [2021-10-02 13:23:07 main:574] : INFO : Epoch 1653 | loss: 0.0310872 | val_loss: 0.0311687 | Time: 2456.97 ms [2021-10-02 13:23:09 main:574] : INFO : Epoch 1654 | loss: 0.0310858 | val_loss: 0.0311633 | Time: 2402.44 ms [2021-10-02 13:23:12 main:574] : INFO : Epoch 1655 | loss: 0.0310882 | val_loss: 0.0311613 | Time: 2365.21 ms [2021-10-02 13:23:14 main:574] : INFO : Epoch 1656 | loss: 0.0310854 | val_loss: 0.0311665 | Time: 2475.05 ms [2021-10-02 13:23:17 main:574] : INFO : Epoch 1657 | loss: 0.0310841 | val_loss: 0.0311609 | Time: 2460.64 ms [2021-10-02 13:23:19 main:574] : INFO : Epoch 1658 | loss: 0.0310817 | val_loss: 0.0311624 | Time: 2455.56 ms [2021-10-02 13:23:22 main:574] : INFO : Epoch 1659 | loss: 0.0310816 | val_loss: 0.0311706 | Time: 2447.37 ms [2021-10-02 13:23:24 main:574] : INFO : Epoch 1660 | loss: 0.0310798 | val_loss: 0.0311607 | Time: 2445.17 ms [2021-10-02 13:23:27 main:574] : INFO : Epoch 1661 | loss: 0.031083 | val_loss: 0.0311633 | Time: 2347.07 ms [2021-10-02 13:23:29 main:574] : INFO : Epoch 1662 | loss: 0.0310817 | val_loss: 0.0311594 | Time: 2419.53 ms [2021-10-02 13:23:31 main:574] : INFO : Epoch 1663 | loss: 0.0310824 | val_loss: 0.0311702 | Time: 2468.15 ms [2021-10-02 13:23:34 main:574] : INFO : Epoch 1664 | loss: 0.0310838 | val_loss: 0.0311579 | Time: 2378.8 ms [2021-10-02 13:23:36 main:574] : INFO : Epoch 1665 | loss: 0.0310808 | val_loss: 0.0311709 | Time: 2382.14 ms [2021-10-02 13:23:39 main:574] : INFO : Epoch 1666 | loss: 0.0310815 | val_loss: 0.0311553 | Time: 2423.99 ms [2021-10-02 13:23:41 main:574] : INFO : Epoch 1667 | loss: 0.03109 | val_loss: 0.0311593 | Time: 2381.02 ms [2021-10-02 13:23:43 main:574] : INFO : Epoch 1668 | loss: 0.0310877 | val_loss: 0.0311595 | Time: 2419.19 ms [2021-10-02 13:23:46 main:574] : INFO : Epoch 1669 | loss: 0.0310854 | val_loss: 0.0311678 | Time: 2445.02 ms [2021-10-02 13:23:48 main:574] : INFO : Epoch 1670 | loss: 0.0310861 | val_loss: 0.0311662 | Time: 2407.8 ms [2021-10-02 13:23:51 main:574] : INFO : Epoch 1671 | loss: 0.0310815 | val_loss: 0.0311662 | Time: 2421.07 ms [2021-10-02 13:23:53 main:574] : INFO : Epoch 1672 | loss: 0.0310801 | val_loss: 0.0311707 | Time: 2402.93 ms [2021-10-02 13:23:56 main:574] : INFO : Epoch 1673 | loss: 0.0310783 | val_loss: 0.0311601 | Time: 2402.11 ms [2021-10-02 13:23:58 main:574] : INFO : Epoch 1674 | loss: 0.0310786 | val_loss: 0.0311654 | Time: 2429.86 ms [2021-10-02 13:24:00 main:574] : INFO : Epoch 1675 | loss: 0.0310846 | val_loss: 0.0311689 | Time: 2380.92 ms [2021-10-02 13:24:03 main:574] : INFO : Epoch 1676 | loss: 0.0310844 | val_loss: 0.0311609 | Time: 2290.88 ms [2021-10-02 13:24:05 main:574] : INFO : Epoch 1677 | loss: 0.0310835 | val_loss: 0.0311694 | Time: 2456.48 ms [2021-10-02 13:24:08 main:574] : INFO : Epoch 1678 | loss: 0.0310851 | val_loss: 0.0311603 | Time: 2383.72 ms [2021-10-02 13:24:10 main:574] : INFO : Epoch 1679 | loss: 0.0310818 | val_loss: 0.0311671 | Time: 2359.55 ms [2021-10-02 13:24:12 main:574] : INFO : Epoch 1680 | loss: 0.0310799 | val_loss: 0.0311622 | Time: 2395.01 ms [2021-10-02 13:24:15 main:574] : INFO : Epoch 1681 | loss: 0.0310828 | val_loss: 0.0311648 | Time: 2367.78 ms [2021-10-02 13:24:17 main:574] : INFO : Epoch 1682 | loss: 0.0310831 | val_loss: 0.0311613 | Time: 2315.04 ms [2021-10-02 13:24:19 main:574] : INFO : Epoch 1683 | loss: 0.031086 | val_loss: 0.0311575 | Time: 2330.55 ms [2021-10-02 13:24:22 main:574] : INFO : Epoch 1684 | loss: 0.0310809 | val_loss: 0.0311603 | Time: 2424.5 ms [2021-10-02 13:24:24 main:574] : INFO : Epoch 1685 | loss: 0.0310788 | val_loss: 0.0311714 | Time: 2502.17 ms [2021-10-02 13:24:27 main:574] : INFO : Epoch 1686 | loss: 0.0310793 | val_loss: 0.0311632 | Time: 2370.87 ms [2021-10-02 13:24:29 main:574] : INFO : Epoch 1687 | loss: 0.0310778 | val_loss: 0.0311607 | Time: 2302.24 ms [2021-10-02 13:24:31 main:574] : INFO : Epoch 1688 | loss: 0.0310771 | val_loss: 0.0311567 | Time: 2393.95 ms [2021-10-02 13:24:34 main:574] : INFO : Epoch 1689 | loss: 0.0310752 | val_loss: 0.0311651 | Time: 2374.24 ms [2021-10-02 13:24:36 main:574] : INFO : Epoch 1690 | loss: 0.0310755 | val_loss: 0.0311685 | Time: 2391.3 ms [2021-10-02 13:24:38 main:574] : INFO : Epoch 1691 | loss: 0.031073 | val_loss: 0.0311626 | Time: 2377.97 ms [2021-10-02 13:24:41 main:574] : INFO : Epoch 1692 | loss: 0.031075 | val_loss: 0.031171 | Time: 2383.67 ms [2021-10-02 13:24:43 main:574] : INFO : Epoch 1693 | loss: 0.0310775 | val_loss: 0.0311603 | Time: 2428 ms [2021-10-02 13:24:46 main:574] : INFO : Epoch 1694 | loss: 0.031076 | val_loss: 0.0311654 | Time: 2441.3 ms [2021-10-02 13:24:48 main:574] : INFO : Epoch 1695 | loss: 0.031076 | val_loss: 0.031169 | Time: 2427.81 ms [2021-10-02 13:24:51 main:574] : INFO : Epoch 1696 | loss: 0.0310742 | val_loss: 0.0311648 | Time: 2356.39 ms [2021-10-02 13:24:53 main:574] : INFO : Epoch 1697 | loss: 0.0310733 | val_loss: 0.0311573 | Time: 2321.32 ms [2021-10-02 13:24:55 main:574] : INFO : Epoch 1698 | loss: 0.0310737 | val_loss: 0.0311644 | Time: 2471.14 ms [2021-10-02 13:24:58 main:574] : INFO : Epoch 1699 | loss: 0.0310772 | val_loss: 0.0311674 | Time: 2347.86 ms [2021-10-02 13:25:00 main:574] : INFO : Epoch 1700 | loss: 0.0310762 | val_loss: 0.0311595 | Time: 2475.28 ms [2021-10-02 13:25:03 main:574] : INFO : Epoch 1701 | loss: 0.0310791 | val_loss: 0.0311647 | Time: 2424.32 ms [2021-10-02 13:25:05 main:574] : INFO : Epoch 1702 | loss: 0.0310818 | val_loss: 0.0311672 | Time: 2439.38 ms [2021-10-02 13:25:07 main:574] : INFO : Epoch 1703 | loss: 0.0310966 | val_loss: 0.031164 | Time: 2328.94 ms [2021-10-02 13:25:10 main:574] : INFO : Epoch 1704 | loss: 0.031089 | val_loss: 0.0311573 | Time: 2429.67 ms [2021-10-02 13:25:12 main:574] : INFO : Epoch 1705 | loss: 0.0310839 | val_loss: 0.0311717 | Time: 2452.51 ms [2021-10-02 13:25:15 main:574] : INFO : Epoch 1706 | loss: 0.0310807 | val_loss: 0.0311706 | Time: 2429.02 ms [2021-10-02 13:25:17 main:574] : INFO : Epoch 1707 | loss: 0.0310813 | val_loss: 0.0311621 | Time: 2438.11 ms [2021-10-02 13:25:20 main:574] : INFO : Epoch 1708 | loss: 0.0310829 | val_loss: 0.0311625 | Time: 2352.21 ms [2021-10-02 13:25:22 main:574] : INFO : Epoch 1709 | loss: 0.0310762 | val_loss: 0.0311652 | Time: 2392.62 ms [2021-10-02 13:25:24 main:574] : INFO : Epoch 1710 | loss: 0.0310779 | val_loss: 0.0311633 | Time: 2381.68 ms [2021-10-02 13:25:27 main:574] : INFO : Epoch 1711 | loss: 0.0310782 | val_loss: 0.0311645 | Time: 2463.37 ms [2021-10-02 13:25:29 main:574] : INFO : Epoch 1712 | loss: 0.0310789 | val_loss: 0.0311647 | Time: 2476.17 ms [2021-10-02 13:25:32 main:574] : INFO : Epoch 1713 | loss: 0.0310799 | val_loss: 0.0311589 | Time: 2430.56 ms [2021-10-02 13:25:34 main:574] : INFO : Epoch 1714 | loss: 0.0311953 | val_loss: 0.03133 | Time: 2354.86 ms [2021-10-02 13:25:37 main:574] : INFO : Epoch 1715 | loss: 0.0320477 | val_loss: 0.0327746 | Time: 2469.49 ms [2021-10-02 13:25:39 main:574] : INFO : Epoch 1716 | loss: 0.0316791 | val_loss: 0.0313842 | Time: 2504.06 ms [2021-10-02 13:25:41 main:574] : INFO : Epoch 1717 | loss: 0.0312614 | val_loss: 0.0312053 | Time: 2381.44 ms [2021-10-02 13:25:44 main:574] : INFO : Epoch 1718 | loss: 0.0311896 | val_loss: 0.0311795 | Time: 2352.59 ms [2021-10-02 13:25:46 main:574] : INFO : Epoch 1719 | loss: 0.0311709 | val_loss: 0.031164 | Time: 2471.57 ms [2021-10-02 13:25:49 main:574] : INFO : Epoch 1720 | loss: 0.0311374 | val_loss: 0.0311529 | Time: 2372.72 ms [2021-10-02 13:25:51 main:574] : INFO : Epoch 1721 | loss: 0.031108 | val_loss: 0.0311557 | Time: 2374.18 ms [2021-10-02 13:25:53 main:574] : INFO : Epoch 1722 | loss: 0.0310955 | val_loss: 0.031161 | Time: 2427.95 ms [2021-10-02 13:25:56 main:574] : INFO : Epoch 1723 | loss: 0.0310981 | val_loss: 0.0311583 | Time: 2420.05 ms [2021-10-02 13:25:58 main:574] : INFO : Epoch 1724 | loss: 0.0310929 | val_loss: 0.0311562 | Time: 2395.4 ms [2021-10-02 13:26:01 main:574] : INFO : Epoch 1725 | loss: 0.0310919 | val_loss: 0.0311651 | Time: 2380.9 ms [2021-10-02 13:26:03 main:574] : INFO : Epoch 1726 | loss: 0.0310869 | val_loss: 0.0311636 | Time: 2492.44 ms [2021-10-02 13:26:06 main:574] : INFO : Epoch 1727 | loss: 0.0310853 | val_loss: 0.0311647 | Time: 2442.77 ms [2021-10-02 13:26:08 main:574] : INFO : Epoch 1728 | loss: 0.0310842 | val_loss: 0.0311653 | Time: 2417.79 ms [2021-10-02 13:26:10 main:574] : INFO : Epoch 1729 | loss: 0.0310839 | val_loss: 0.0311703 | Time: 2393.94 ms [2021-10-02 13:26:13 main:574] : INFO : Epoch 1730 | loss: 0.0310804 | val_loss: 0.0311577 | Time: 2450.01 ms [2021-10-02 13:26:15 main:574] : INFO : Epoch 1731 | loss: 0.0310772 | val_loss: 0.031165 | Time: 2374.07 ms [2021-10-02 13:26:18 main:574] : INFO : Epoch 1732 | loss: 0.0310824 | val_loss: 0.0311589 | Time: 2338.92 ms [2021-10-02 13:26:20 main:574] : INFO : Epoch 1733 | loss: 0.0310796 | val_loss: 0.0311563 | Time: 2471.19 ms [2021-10-02 13:26:22 main:574] : INFO : Epoch 1734 | loss: 0.0310763 | val_loss: 0.0311615 | Time: 2392.56 ms [2021-10-02 13:26:25 main:574] : INFO : Epoch 1735 | loss: 0.0310759 | val_loss: 0.0311656 | Time: 2349.65 ms [2021-10-02 13:26:27 main:574] : INFO : Epoch 1736 | loss: 0.0310742 | val_loss: 0.0311611 | Time: 2449.65 ms [2021-10-02 13:26:30 main:574] : INFO : Epoch 1737 | loss: 0.0310739 | val_loss: 0.0311675 | Time: 2509.52 ms [2021-10-02 13:26:32 main:574] : INFO : Epoch 1738 | loss: 0.031078 | val_loss: 0.0311613 | Time: 2415.42 ms [2021-10-02 13:26:35 main:574] : INFO : Epoch 1739 | loss: 0.0310882 | val_loss: 0.0311551 | Time: 2366.26 ms [2021-10-02 13:26:37 main:574] : INFO : Epoch 1740 | loss: 0.0310876 | val_loss: 0.0311612 | Time: 2438.16 ms [2021-10-02 13:26:40 main:574] : INFO : Epoch 1741 | loss: 0.0310853 | val_loss: 0.0311634 | Time: 2442.81 ms [2021-10-02 13:26:42 main:574] : INFO : Epoch 1742 | loss: 0.0310843 | val_loss: 0.03117 | Time: 2379.49 ms [2021-10-02 13:26:44 main:574] : INFO : Epoch 1743 | loss: 0.0310956 | val_loss: 0.0311625 | Time: 2380.58 ms [2021-10-02 13:26:47 main:574] : INFO : Epoch 1744 | loss: 0.0310959 | val_loss: 0.0311524 | Time: 2469.83 ms [2021-10-02 13:26:49 main:574] : INFO : Epoch 1745 | loss: 0.0310929 | val_loss: 0.0311587 | Time: 2389.64 ms [2021-10-02 13:26:51 main:574] : INFO : Epoch 1746 | loss: 0.0310883 | val_loss: 0.0311642 | Time: 2350.12 ms [2021-10-02 13:26:54 main:574] : INFO : Epoch 1747 | loss: 0.0310879 | val_loss: 0.03117 | Time: 2415.89 ms [2021-10-02 13:26:56 main:574] : INFO : Epoch 1748 | loss: 0.0310879 | val_loss: 0.0311611 | Time: 2470.18 ms [2021-10-02 13:26:59 main:574] : INFO : Epoch 1749 | loss: 0.0310834 | val_loss: 0.0311671 | Time: 2424.14 ms [2021-10-02 13:27:01 main:574] : INFO : Epoch 1750 | loss: 0.0310812 | val_loss: 0.0311588 | Time: 2382.92 ms [2021-10-02 13:27:04 main:574] : INFO : Epoch 1751 | loss: 0.0310792 | val_loss: 0.0311657 | Time: 2502.33 ms [2021-10-02 13:27:06 main:574] : INFO : Epoch 1752 | loss: 0.0310798 | val_loss: 0.0311592 | Time: 2449.77 ms [2021-10-02 13:27:09 main:574] : INFO : Epoch 1753 | loss: 0.0310789 | val_loss: 0.0311666 | Time: 2334.5 ms [2021-10-02 13:27:11 main:574] : INFO : Epoch 1754 | loss: 0.0310805 | val_loss: 0.0311636 | Time: 2387.79 ms [2021-10-02 13:27:13 main:574] : INFO : Epoch 1755 | loss: 0.0310793 | val_loss: 0.0311625 | Time: 2445.84 ms [2021-10-02 13:27:16 main:574] : INFO : Epoch 1756 | loss: 0.0310801 | val_loss: 0.0311593 | Time: 2346.51 ms [2021-10-02 13:27:18 main:574] : INFO : Epoch 1757 | loss: 0.0310813 | val_loss: 0.0311629 | Time: 2440.92 ms [2021-10-02 13:27:21 main:574] : INFO : Epoch 1758 | loss: 0.0310797 | val_loss: 0.031171 | Time: 2456.99 ms [2021-10-02 13:27:23 main:574] : INFO : Epoch 1759 | loss: 0.0310858 | val_loss: 0.0311563 | Time: 2437.01 ms [2021-10-02 13:27:25 main:574] : INFO : Epoch 1760 | loss: 0.0310979 | val_loss: 0.0311578 | Time: 2366.33 ms [2021-10-02 13:27:28 main:574] : INFO : Epoch 1761 | loss: 0.0310951 | val_loss: 0.0311554 | Time: 2453.74 ms [2021-10-02 13:27:30 main:574] : INFO : Epoch 1762 | loss: 0.0310933 | val_loss: 0.0311544 | Time: 2457.61 ms [2021-10-02 13:27:33 main:574] : INFO : Epoch 1763 | loss: 0.031089 | val_loss: 0.0311561 | Time: 2442.82 ms [2021-10-02 13:27:35 main:574] : INFO : Epoch 1764 | loss: 0.0310854 | val_loss: 0.031155 | Time: 2390.78 ms [2021-10-02 13:27:38 main:574] : INFO : Epoch 1765 | loss: 0.0310834 | val_loss: 0.0311617 | Time: 2358.52 ms [2021-10-02 13:27:40 main:574] : INFO : Epoch 1766 | loss: 0.0310814 | val_loss: 0.0311671 | Time: 2415.9 ms [2021-10-02 13:27:42 main:574] : INFO : Epoch 1767 | loss: 0.0310898 | val_loss: 0.0311643 | Time: 2318.6 ms [2021-10-02 13:27:45 main:574] : INFO : Epoch 1768 | loss: 0.0310897 | val_loss: 0.0311616 | Time: 2461.43 ms [2021-10-02 13:27:47 main:574] : INFO : Epoch 1769 | loss: 0.0310867 | val_loss: 0.0311624 | Time: 2426.11 ms [2021-10-02 13:27:50 main:574] : INFO : Epoch 1770 | loss: 0.0310834 | val_loss: 0.0311603 | Time: 2419.71 ms [2021-10-02 13:27:52 main:574] : INFO : Epoch 1771 | loss: 0.0310787 | val_loss: 0.0311615 | Time: 2381.57 ms [2021-10-02 13:27:54 main:574] : INFO : Epoch 1772 | loss: 0.0310766 | val_loss: 0.031168 | Time: 2463.64 ms [2021-10-02 13:27:57 main:574] : INFO : Epoch 1773 | loss: 0.0310763 | val_loss: 0.0311727 | Time: 2482.31 ms [2021-10-02 13:27:59 main:574] : INFO : Epoch 1774 | loss: 0.0310757 | val_loss: 0.0311688 | Time: 2434.26 ms [2021-10-02 13:28:02 main:574] : INFO : Epoch 1775 | loss: 0.0310762 | val_loss: 0.0311651 | Time: 2382.68 ms [2021-10-02 13:28:04 main:574] : INFO : Epoch 1776 | loss: 0.0310751 | val_loss: 0.0311667 | Time: 2358.15 ms [2021-10-02 13:28:07 main:574] : INFO : Epoch 1777 | loss: 0.0310753 | val_loss: 0.0311667 | Time: 2367.35 ms [2021-10-02 13:28:09 main:574] : INFO : Epoch 1778 | loss: 0.0310757 | val_loss: 0.0311663 | Time: 2362.97 ms [2021-10-02 13:28:11 main:574] : INFO : Epoch 1779 | loss: 0.0310754 | val_loss: 0.0311724 | Time: 2494.56 ms [2021-10-02 13:28:14 main:574] : INFO : Epoch 1780 | loss: 0.0310752 | val_loss: 0.0311643 | Time: 2388.4 ms [2021-10-02 13:28:16 main:574] : INFO : Epoch 1781 | loss: 0.031074 | val_loss: 0.0311628 | Time: 2384.19 ms [2021-10-02 13:28:19 main:574] : INFO : Epoch 1782 | loss: 0.0310742 | val_loss: 0.0311612 | Time: 2405.18 ms [2021-10-02 13:28:21 main:574] : INFO : Epoch 1783 | loss: 0.0310729 | val_loss: 0.0311826 | Time: 2439.94 ms [2021-10-02 13:28:24 main:574] : INFO : Epoch 1784 | loss: 0.0310737 | val_loss: 0.0311678 | Time: 2586.46 ms [2021-10-02 13:28:26 main:574] : INFO : Epoch 1785 | loss: 0.0310694 | val_loss: 0.0311629 | Time: 2411.71 ms [2021-10-02 13:28:28 main:574] : INFO : Epoch 1786 | loss: 0.0310709 | val_loss: 0.0311697 | Time: 2380.07 ms [2021-10-02 13:28:31 main:574] : INFO : Epoch 1787 | loss: 0.0310734 | val_loss: 0.0311717 | Time: 2328.19 ms [2021-10-02 13:28:33 main:574] : INFO : Epoch 1788 | loss: 0.031071 | val_loss: 0.0311715 | Time: 2337.93 ms [2021-10-02 13:28:36 main:574] : INFO : Epoch 1789 | loss: 0.0310707 | val_loss: 0.0311692 | Time: 2384.41 ms [2021-10-02 13:28:38 main:574] : INFO : Epoch 1790 | loss: 0.0310718 | val_loss: 0.0311691 | Time: 2463.27 ms [2021-10-02 13:28:40 main:574] : INFO : Epoch 1791 | loss: 0.0310724 | val_loss: 0.0311642 | Time: 2371.19 ms [2021-10-02 13:28:43 main:574] : INFO : Epoch 1792 | loss: 0.0310724 | val_loss: 0.0311677 | Time: 2399.77 ms [2021-10-02 13:28:45 main:574] : INFO : Epoch 1793 | loss: 0.0310749 | val_loss: 0.031173 | Time: 2502.68 ms [2021-10-02 13:28:48 main:574] : INFO : Epoch 1794 | loss: 0.0310705 | val_loss: 0.031168 | Time: 2403.06 ms [2021-10-02 13:28:50 main:574] : INFO : Epoch 1795 | loss: 0.03107 | val_loss: 0.031163 | Time: 2412.76 ms [2021-10-02 13:28:53 main:574] : INFO : Epoch 1796 | loss: 0.0310714 | val_loss: 0.0311722 | Time: 2501.4 ms [2021-10-02 13:28:55 main:574] : INFO : Epoch 1797 | loss: 0.031072 | val_loss: 0.0311687 | Time: 2394.01 ms [2021-10-02 13:28:57 main:574] : INFO : Epoch 1798 | loss: 0.0310761 | val_loss: 0.0311655 | Time: 2278.05 ms [2021-10-02 13:29:00 main:574] : INFO : Epoch 1799 | loss: 0.0310709 | val_loss: 0.0311578 | Time: 2371.22 ms [2021-10-02 13:29:02 main:574] : INFO : Epoch 1800 | loss: 0.0310693 | val_loss: 0.0311692 | Time: 2472.15 ms [2021-10-02 13:29:05 main:574] : INFO : Epoch 1801 | loss: 0.0310692 | val_loss: 0.031172 | Time: 2422.12 ms [2021-10-02 13:29:07 main:574] : INFO : Epoch 1802 | loss: 0.0310709 | val_loss: 0.0311646 | Time: 2341.25 ms [2021-10-02 13:29:09 main:574] : INFO : Epoch 1803 | loss: 0.0310702 | val_loss: 0.0311656 | Time: 2368.11 ms [2021-10-02 13:29:12 main:574] : INFO : Epoch 1804 | loss: 0.0310714 | val_loss: 0.0311686 | Time: 2546.78 ms [2021-10-02 13:29:14 main:574] : INFO : Epoch 1805 | loss: 0.031075 | val_loss: 0.0311625 | Time: 2422.02 ms [2021-10-02 13:29:17 main:574] : INFO : Epoch 1806 | loss: 0.0310826 | val_loss: 0.0311714 | Time: 2404.38 ms [2021-10-02 13:29:19 main:574] : INFO : Epoch 1807 | loss: 0.0310779 | val_loss: 0.0311649 | Time: 2543 ms [2021-10-02 13:29:22 main:574] : INFO : Epoch 1808 | loss: 0.0310759 | val_loss: 0.0311718 | Time: 2398.27 ms [2021-10-02 13:29:24 main:574] : INFO : Epoch 1809 | loss: 0.0310701 | val_loss: 0.0311633 | Time: 2284.43 ms [2021-10-02 13:29:26 main:574] : INFO : Epoch 1810 | loss: 0.0310705 | val_loss: 0.0311666 | Time: 2382.06 ms [2021-10-02 13:29:29 main:574] : INFO : Epoch 1811 | loss: 0.0310709 | val_loss: 0.0311764 | Time: 2488.03 ms [2021-10-02 13:29:31 main:574] : INFO : Epoch 1812 | loss: 0.0310735 | val_loss: 0.0311644 | Time: 2375.03 ms [2021-10-02 13:29:34 main:574] : INFO : Epoch 1813 | loss: 0.0310785 | val_loss: 0.0311687 | Time: 2335.01 ms [2021-10-02 13:29:36 main:574] : INFO : Epoch 1814 | loss: 0.0310799 | val_loss: 0.0311647 | Time: 2452.07 ms [2021-10-02 13:29:39 main:574] : INFO : Epoch 1815 | loss: 0.0310799 | val_loss: 0.0311589 | Time: 2519.57 ms [2021-10-02 13:29:41 main:574] : INFO : Epoch 1816 | loss: 0.031076 | val_loss: 0.0311683 | Time: 2427.83 ms [2021-10-02 13:29:43 main:574] : INFO : Epoch 1817 | loss: 0.0310741 | val_loss: 0.0311638 | Time: 2476.6 ms [2021-10-02 13:29:46 main:574] : INFO : Epoch 1818 | loss: 0.0310738 | val_loss: 0.0311567 | Time: 2549.71 ms [2021-10-02 13:29:48 main:574] : INFO : Epoch 1819 | loss: 0.0310722 | val_loss: 0.0311669 | Time: 2359.79 ms [2021-10-02 13:29:51 main:574] : INFO : Epoch 1820 | loss: 0.0310762 | val_loss: 0.0311709 | Time: 2305.92 ms [2021-10-02 13:29:53 main:574] : INFO : Epoch 1821 | loss: 0.0310737 | val_loss: 0.0311656 | Time: 2442.78 ms [2021-10-02 13:29:56 main:574] : INFO : Epoch 1822 | loss: 0.0310745 | val_loss: 0.0311643 | Time: 2443.69 ms [2021-10-02 13:29:58 main:574] : INFO : Epoch 1823 | loss: 0.0310707 | val_loss: 0.0311666 | Time: 2335.95 ms [2021-10-02 13:30:00 main:574] : INFO : Epoch 1824 | loss: 0.0310673 | val_loss: 0.0311644 | Time: 2447.89 ms [2021-10-02 13:30:03 main:574] : INFO : Epoch 1825 | loss: 0.0310668 | val_loss: 0.0311633 | Time: 2463.18 ms [2021-10-02 13:30:05 main:574] : INFO : Epoch 1826 | loss: 0.0310713 | val_loss: 0.0311622 | Time: 2441.01 ms [2021-10-02 13:30:08 main:574] : INFO : Epoch 1827 | loss: 0.0310715 | val_loss: 0.031159 | Time: 2429.93 ms [2021-10-02 13:30:10 main:574] : INFO : Epoch 1828 | loss: 0.0310724 | val_loss: 0.0311653 | Time: 2497.26 ms [2021-10-02 13:30:13 main:574] : INFO : Epoch 1829 | loss: 0.0310733 | val_loss: 0.031163 | Time: 2437.27 ms [2021-10-02 13:30:15 main:574] : INFO : Epoch 1830 | loss: 0.0310753 | val_loss: 0.0311617 | Time: 2365.7 ms [2021-10-02 13:30:17 main:574] : INFO : Epoch 1831 | loss: 0.0310701 | val_loss: 0.0311668 | Time: 2378.9 ms [2021-10-02 13:30:20 main:574] : INFO : Epoch 1832 | loss: 0.0310665 | val_loss: 0.0311675 | Time: 2337.8 ms [2021-10-02 13:30:22 main:574] : INFO : Epoch 1833 | loss: 0.0310648 | val_loss: 0.0311701 | Time: 2391.07 ms [2021-10-02 13:30:24 main:574] : INFO : Epoch 1834 | loss: 0.0310652 | val_loss: 0.031169 | Time: 2331.32 ms [2021-10-02 13:30:27 main:574] : INFO : Epoch 1835 | loss: 0.0310689 | val_loss: 0.0311649 | Time: 2476.81 ms [2021-10-02 13:30:29 main:574] : INFO : Epoch 1836 | loss: 0.0310722 | val_loss: 0.0311735 | Time: 2425.08 ms [2021-10-02 13:30:32 main:574] : INFO : Epoch 1837 | loss: 0.031072 | val_loss: 0.0311596 | Time: 2437.74 ms [2021-10-02 13:30:34 main:574] : INFO : Epoch 1838 | loss: 0.0310656 | val_loss: 0.0311726 | Time: 2447.99 ms [2021-10-02 13:30:37 main:574] : INFO : Epoch 1839 | loss: 0.031063 | val_loss: 0.0311646 | Time: 2449.38 ms [2021-10-02 13:30:39 main:574] : INFO : Epoch 1840 | loss: 0.0310689 | val_loss: 0.031178 | Time: 2417.93 ms [2021-10-02 13:30:42 main:574] : INFO : Epoch 1841 | loss: 0.0310666 | val_loss: 0.0311743 | Time: 2368.78 ms [2021-10-02 13:30:44 main:574] : INFO : Epoch 1842 | loss: 0.0310691 | val_loss: 0.031165 | Time: 2396.5 ms [2021-10-02 13:30:46 main:574] : INFO : Epoch 1843 | loss: 0.0310675 | val_loss: 0.0311702 | Time: 2373.07 ms [2021-10-02 13:30:49 main:574] : INFO : Epoch 1844 | loss: 0.0310724 | val_loss: 0.0311668 | Time: 2344.28 ms [2021-10-02 13:30:51 main:574] : INFO : Epoch 1845 | loss: 0.0310688 | val_loss: 0.0311703 | Time: 2373.95 ms [2021-10-02 13:30:53 main:574] : INFO : Epoch 1846 | loss: 0.0310657 | val_loss: 0.0311702 | Time: 2452.85 ms [2021-10-02 13:30:56 main:574] : INFO : Epoch 1847 | loss: 0.031067 | val_loss: 0.0311697 | Time: 2424.33 ms [2021-10-02 13:30:58 main:574] : INFO : Epoch 1848 | loss: 0.0310702 | val_loss: 0.0311746 | Time: 2467.39 ms [2021-10-02 13:31:01 main:574] : INFO : Epoch 1849 | loss: 0.0310686 | val_loss: 0.0311701 | Time: 2494.68 ms [2021-10-02 13:31:03 main:574] : INFO : Epoch 1850 | loss: 0.0310694 | val_loss: 0.0311676 | Time: 2405.9 ms [2021-10-02 13:31:06 main:574] : INFO : Epoch 1851 | loss: 0.031068 | val_loss: 0.0311601 | Time: 2334.55 ms [2021-10-02 13:31:08 main:574] : INFO : Epoch 1852 | loss: 0.031075 | val_loss: 0.0311674 | Time: 2467.36 ms [2021-10-02 13:31:11 main:574] : INFO : Epoch 1853 | loss: 0.0310914 | val_loss: 0.0311569 | Time: 2380.81 ms [2021-10-02 13:31:13 main:574] : INFO : Epoch 1854 | loss: 0.0310868 | val_loss: 0.0311565 | Time: 2296.34 ms [2021-10-02 13:31:15 main:574] : INFO : Epoch 1855 | loss: 0.0310828 | val_loss: 0.0311663 | Time: 2364.68 ms [2021-10-02 13:31:18 main:574] : INFO : Epoch 1856 | loss: 0.0310741 | val_loss: 0.0311654 | Time: 2434.38 ms [2021-10-02 13:31:20 main:574] : INFO : Epoch 1857 | loss: 0.0310727 | val_loss: 0.0311627 | Time: 2444.13 ms [2021-10-02 13:31:22 main:574] : INFO : Epoch 1858 | loss: 0.0310759 | val_loss: 0.0311665 | Time: 2407.88 ms [2021-10-02 13:31:25 main:574] : INFO : Epoch 1859 | loss: 0.031077 | val_loss: 0.0311574 | Time: 2421.64 ms [2021-10-02 13:31:27 main:574] : INFO : Epoch 1860 | loss: 0.0310739 | val_loss: 0.0311572 | Time: 2567.92 ms [2021-10-02 13:31:30 main:574] : INFO : Epoch 1861 | loss: 0.031069 | val_loss: 0.031177 | Time: 2377.63 ms [2021-10-02 13:31:32 main:574] : INFO : Epoch 1862 | loss: 0.0310696 | val_loss: 0.0311717 | Time: 2364.85 ms [2021-10-02 13:31:35 main:574] : INFO : Epoch 1863 | loss: 0.031066 | val_loss: 0.0311675 | Time: 2517.16 ms [2021-10-02 13:31:37 main:574] : INFO : Epoch 1864 | loss: 0.0310659 | val_loss: 0.0311832 | Time: 2385.48 ms [2021-10-02 13:31:39 main:574] : INFO : Epoch 1865 | loss: 0.0310707 | val_loss: 0.031158 | Time: 2290.89 ms [2021-10-02 13:31:42 main:574] : INFO : Epoch 1866 | loss: 0.031068 | val_loss: 0.0311738 | Time: 2372.3 ms [2021-10-02 13:31:44 main:574] : INFO : Epoch 1867 | loss: 0.0310668 | val_loss: 0.0311625 | Time: 2478.14 ms [2021-10-02 13:31:47 main:574] : INFO : Epoch 1868 | loss: 0.0310698 | val_loss: 0.0311688 | Time: 2407.32 ms [2021-10-02 13:31:49 main:574] : INFO : Epoch 1869 | loss: 0.0310632 | val_loss: 0.0311629 | Time: 2395.47 ms [2021-10-02 13:31:52 main:574] : INFO : Epoch 1870 | loss: 0.0310672 | val_loss: 0.031178 | Time: 2470.37 ms [2021-10-02 13:31:54 main:574] : INFO : Epoch 1871 | loss: 0.0310654 | val_loss: 0.0311656 | Time: 2493.98 ms [2021-10-02 13:31:57 main:574] : INFO : Epoch 1872 | loss: 0.0310675 | val_loss: 0.0311685 | Time: 2384.97 ms [2021-10-02 13:31:59 main:574] : INFO : Epoch 1873 | loss: 0.0310754 | val_loss: 0.0311674 | Time: 2440.01 ms [2021-10-02 13:32:01 main:574] : INFO : Epoch 1874 | loss: 0.0310831 | val_loss: 0.0311621 | Time: 2490.47 ms [2021-10-02 13:32:04 main:574] : INFO : Epoch 1875 | loss: 0.031075 | val_loss: 0.0311647 | Time: 2332.98 ms [2021-10-02 13:32:06 main:574] : INFO : Epoch 1876 | loss: 0.0310711 | val_loss: 0.0311702 | Time: 2240.73 ms [2021-10-02 13:32:08 main:574] : INFO : Epoch 1877 | loss: 0.0310743 | val_loss: 0.0311693 | Time: 2364.24 ms [2021-10-02 13:32:11 main:574] : INFO : Epoch 1878 | loss: 0.0310725 | val_loss: 0.031167 | Time: 2374.4 ms [2021-10-02 13:32:13 main:574] : INFO : Epoch 1879 | loss: 0.0310726 | val_loss: 0.0311745 | Time: 2272.49 ms [2021-10-02 13:32:15 main:574] : INFO : Epoch 1880 | loss: 0.0310688 | val_loss: 0.0311667 | Time: 2278.9 ms [2021-10-02 13:32:18 main:574] : INFO : Epoch 1881 | loss: 0.0310695 | val_loss: 0.0311676 | Time: 2364.84 ms [2021-10-02 13:32:20 main:574] : INFO : Epoch 1882 | loss: 0.0310692 | val_loss: 0.0311657 | Time: 2300.84 ms [2021-10-02 13:32:22 main:574] : INFO : Epoch 1883 | loss: 0.0310661 | val_loss: 0.0311729 | Time: 2213.28 ms [2021-10-02 13:32:25 main:574] : INFO : Epoch 1884 | loss: 0.0310638 | val_loss: 0.0311651 | Time: 2328.44 ms [2021-10-02 13:32:27 main:574] : INFO : Epoch 1885 | loss: 0.0310645 | val_loss: 0.0311723 | Time: 2314.84 ms [2021-10-02 13:32:29 main:574] : INFO : Epoch 1886 | loss: 0.0310667 | val_loss: 0.0311702 | Time: 2209.38 ms [2021-10-02 13:32:31 main:574] : INFO : Epoch 1887 | loss: 0.0310693 | val_loss: 0.0311708 | Time: 2202.24 ms [2021-10-02 13:32:34 main:574] : INFO : Epoch 1888 | loss: 0.0310694 | val_loss: 0.0311661 | Time: 2689.99 ms [2021-10-02 13:32:36 main:574] : INFO : Epoch 1889 | loss: 0.0310706 | val_loss: 0.0311682 | Time: 2406.42 ms [2021-10-02 13:32:39 main:574] : INFO : Epoch 1890 | loss: 0.0310663 | val_loss: 0.0311649 | Time: 2390.21 ms [2021-10-02 13:32:41 main:574] : INFO : Epoch 1891 | loss: 0.0310656 | val_loss: 0.0311644 | Time: 2404.77 ms [2021-10-02 13:32:44 main:574] : INFO : Epoch 1892 | loss: 0.0310685 | val_loss: 0.0311607 | Time: 2308.03 ms [2021-10-02 13:32:46 main:574] : INFO : Epoch 1893 | loss: 0.031066 | val_loss: 0.0311699 | Time: 2378.09 ms [2021-10-02 13:32:48 main:574] : INFO : Epoch 1894 | loss: 0.0310765 | val_loss: 0.0311692 | Time: 2462.47 ms [2021-10-02 13:32:51 main:574] : INFO : Epoch 1895 | loss: 0.0310866 | val_loss: 0.0311579 | Time: 2392.66 ms [2021-10-02 13:32:53 main:574] : INFO : Epoch 1896 | loss: 0.0310829 | val_loss: 0.0311679 | Time: 2328.14 ms [2021-10-02 13:32:56 main:574] : INFO : Epoch 1897 | loss: 0.0310809 | val_loss: 0.0311643 | Time: 2406.03 ms [2021-10-02 13:32:58 main:574] : INFO : Epoch 1898 | loss: 0.0310751 | val_loss: 0.0311674 | Time: 2373.7 ms [2021-10-02 13:33:00 main:574] : INFO : Epoch 1899 | loss: 0.0310826 | val_loss: 0.0311627 | Time: 2416.94 ms [2021-10-02 13:33:03 main:574] : INFO : Epoch 1900 | loss: 0.0310768 | val_loss: 0.0311648 | Time: 2387.82 ms [2021-10-02 13:33:05 main:574] : INFO : Epoch 1901 | loss: 0.0310752 | val_loss: 0.0311676 | Time: 2449.23 ms [2021-10-02 13:33:08 main:574] : INFO : Epoch 1902 | loss: 0.0310756 | val_loss: 0.0311639 | Time: 2379.25 ms [2021-10-02 13:33:10 main:574] : INFO : Epoch 1903 | loss: 0.0310839 | val_loss: 0.031165 | Time: 2370.24 ms [2021-10-02 13:33:12 main:574] : INFO : Epoch 1904 | loss: 0.0310818 | val_loss: 0.0311705 | Time: 2467.54 ms [2021-10-02 13:33:15 main:574] : INFO : Epoch 1905 | loss: 0.0310776 | val_loss: 0.0311656 | Time: 2378.96 ms [2021-10-02 13:33:17 main:574] : INFO : Epoch 1906 | loss: 0.0310739 | val_loss: 0.0311669 | Time: 2368.58 ms [2021-10-02 13:33:20 main:574] : INFO : Epoch 1907 | loss: 0.0310717 | val_loss: 0.0311782 | Time: 2406.83 ms [2021-10-02 13:33:22 main:574] : INFO : Epoch 1908 | loss: 0.0310668 | val_loss: 0.0311699 | Time: 2442.71 ms [2021-10-02 13:33:24 main:574] : INFO : Epoch 1909 | loss: 0.0310651 | val_loss: 0.0311714 | Time: 2335.94 ms [2021-10-02 13:33:27 main:574] : INFO : Epoch 1910 | loss: 0.0310645 | val_loss: 0.0311604 | Time: 2374.43 ms [2021-10-02 13:33:29 main:574] : INFO : Epoch 1911 | loss: 0.0310627 | val_loss: 0.0311684 | Time: 2416.58 ms [2021-10-02 13:33:32 main:574] : INFO : Epoch 1912 | loss: 0.0310665 | val_loss: 0.0311672 | Time: 2413.28 ms [2021-10-02 13:33:34 main:574] : INFO : Epoch 1913 | loss: 0.0310646 | val_loss: 0.0311732 | Time: 2349.93 ms [2021-10-02 13:33:36 main:574] : INFO : Epoch 1914 | loss: 0.0310646 | val_loss: 0.0311729 | Time: 2333.55 ms [2021-10-02 13:33:39 main:574] : INFO : Epoch 1915 | loss: 0.0310648 | val_loss: 0.0311738 | Time: 2516.14 ms [2021-10-02 13:33:41 main:574] : INFO : Epoch 1916 | loss: 0.0310658 | val_loss: 0.0311876 | Time: 2414.77 ms [2021-10-02 13:33:44 main:574] : INFO : Epoch 1917 | loss: 0.0310661 | val_loss: 0.0311737 | Time: 2320.11 ms [2021-10-02 13:33:46 main:574] : INFO : Epoch 1918 | loss: 0.0310619 | val_loss: 0.031169 | Time: 2409.66 ms [2021-10-02 13:33:48 main:574] : INFO : Epoch 1919 | loss: 0.0310628 | val_loss: 0.0311702 | Time: 2425.72 ms [2021-10-02 13:33:51 main:574] : INFO : Epoch 1920 | loss: 0.0310599 | val_loss: 0.0311728 | Time: 2363.42 ms [2021-10-02 13:33:53 main:574] : INFO : Epoch 1921 | loss: 0.0310608 | val_loss: 0.0311749 | Time: 2341.8 ms [2021-10-02 13:33:56 main:574] : INFO : Epoch 1922 | loss: 0.0310702 | val_loss: 0.0311635 | Time: 2492.98 ms [2021-10-02 13:33:58 main:574] : INFO : Epoch 1923 | loss: 0.0310675 | val_loss: 0.0311647 | Time: 2380.93 ms [2021-10-02 13:34:00 main:574] : INFO : Epoch 1924 | loss: 0.0310624 | val_loss: 0.0311772 | Time: 2332.36 ms [2021-10-02 13:34:03 main:574] : INFO : Epoch 1925 | loss: 0.0310647 | val_loss: 0.0311628 | Time: 2420.29 ms [2021-10-02 13:34:05 main:574] : INFO : Epoch 1926 | loss: 0.0310627 | val_loss: 0.0311785 | Time: 2429.41 ms [2021-10-02 13:34:08 main:574] : INFO : Epoch 1927 | loss: 0.0310701 | val_loss: 0.0311658 | Time: 2384.8 ms [2021-10-02 13:34:10 main:574] : INFO : Epoch 1928 | loss: 0.0310709 | val_loss: 0.0311694 | Time: 2314.36 ms [2021-10-02 13:34:12 main:574] : INFO : Epoch 1929 | loss: 0.0310651 | val_loss: 0.0311626 | Time: 2463.56 ms [2021-10-02 13:34:15 main:574] : INFO : Epoch 1930 | loss: 0.0310636 | val_loss: 0.031163 | Time: 2448.79 ms [2021-10-02 13:34:17 main:574] : INFO : Epoch 1931 | loss: 0.0310627 | val_loss: 0.0311587 | Time: 2364.69 ms [2021-10-02 13:34:20 main:574] : INFO : Epoch 1932 | loss: 0.0310627 | val_loss: 0.0311603 | Time: 2300.07 ms [2021-10-02 13:34:22 main:574] : INFO : Epoch 1933 | loss: 0.031059 | val_loss: 0.0311703 | Time: 2464.03 ms [2021-10-02 13:34:24 main:574] : INFO : Epoch 1934 | loss: 0.031058 | val_loss: 0.0311691 | Time: 2356.08 ms [2021-10-02 13:34:27 main:574] : INFO : Epoch 1935 | loss: 0.0310648 | val_loss: 0.0311748 | Time: 2322.6 ms [2021-10-02 13:34:29 main:574] : INFO : Epoch 1936 | loss: 0.031065 | val_loss: 0.0311651 | Time: 2425.42 ms [2021-10-02 13:34:32 main:574] : INFO : Epoch 1937 | loss: 0.0310594 | val_loss: 0.0311788 | Time: 2416.51 ms [2021-10-02 13:34:34 main:574] : INFO : Epoch 1938 | loss: 0.0310576 | val_loss: 0.0311836 | Time: 2375.14 ms [2021-10-02 13:34:36 main:574] : INFO : Epoch 1939 | loss: 0.0310627 | val_loss: 0.0311879 | Time: 2359.24 ms [2021-10-02 13:34:39 main:574] : INFO : Epoch 1940 | loss: 0.0310625 | val_loss: 0.0311767 | Time: 2468.01 ms [2021-10-02 13:34:41 main:574] : INFO : Epoch 1941 | loss: 0.0310671 | val_loss: 0.0311699 | Time: 2406.64 ms [2021-10-02 13:34:44 main:574] : INFO : Epoch 1942 | loss: 0.0310702 | val_loss: 0.0311582 | Time: 2410.22 ms [2021-10-02 13:34:46 main:574] : INFO : Epoch 1943 | loss: 0.0310676 | val_loss: 0.0311717 | Time: 2394.62 ms [2021-10-02 13:34:48 main:574] : INFO : Epoch 1944 | loss: 0.0310643 | val_loss: 0.0311729 | Time: 2433.68 ms [2021-10-02 13:34:51 main:574] : INFO : Epoch 1945 | loss: 0.0310622 | val_loss: 0.0311721 | Time: 2347.58 ms [2021-10-02 13:34:53 main:574] : INFO : Epoch 1946 | loss: 0.0310654 | val_loss: 0.0311752 | Time: 2381.39 ms [2021-10-02 13:34:56 main:574] : INFO : Epoch 1947 | loss: 0.0310653 | val_loss: 0.0311736 | Time: 2401.98 ms [2021-10-02 13:34:58 main:574] : INFO : Epoch 1948 | loss: 0.0310677 | val_loss: 0.0311638 | Time: 2388.77 ms [2021-10-02 13:35:00 main:574] : INFO : Epoch 1949 | loss: 0.031069 | val_loss: 0.031171 | Time: 2377.59 ms [2021-10-02 13:35:03 main:574] : INFO : Epoch 1950 | loss: 0.0310824 | val_loss: 0.0311574 | Time: 2361.55 ms [2021-10-02 13:35:05 main:574] : INFO : Epoch 1951 | loss: 0.0310825 | val_loss: 0.0311612 | Time: 2442.15 ms [2021-10-02 13:35:08 main:574] : INFO : Epoch 1952 | loss: 0.0310745 | val_loss: 0.0311681 | Time: 2392.96 ms [2021-10-02 13:35:10 main:574] : INFO : Epoch 1953 | loss: 0.0310718 | val_loss: 0.031164 | Time: 2346.46 ms [2021-10-02 13:35:12 main:574] : INFO : Epoch 1954 | loss: 0.0310679 | val_loss: 0.0311629 | Time: 2435.38 ms [2021-10-02 13:35:15 main:574] : INFO : Epoch 1955 | loss: 0.0310656 | val_loss: 0.0311621 | Time: 2367.12 ms [2021-10-02 13:35:17 main:574] : INFO : Epoch 1956 | loss: 0.0310623 | val_loss: 0.0311626 | Time: 2317.91 ms [2021-10-02 13:35:19 main:574] : INFO : Epoch 1957 | loss: 0.031062 | val_loss: 0.0311609 | Time: 2406.79 ms [2021-10-02 13:35:22 main:574] : INFO : Epoch 1958 | loss: 0.0310668 | val_loss: 0.0311541 | Time: 2402.46 ms [2021-10-02 13:35:24 main:574] : INFO : Epoch 1959 | loss: 0.0310676 | val_loss: 0.031169 | Time: 2387.3 ms [2021-10-02 13:35:27 main:574] : INFO : Epoch 1960 | loss: 0.0310677 | val_loss: 0.0311622 | Time: 2396.64 ms [2021-10-02 13:35:29 main:574] : INFO : Epoch 1961 | loss: 0.0310642 | val_loss: 0.0311733 | Time: 2461.35 ms [2021-10-02 13:35:32 main:574] : INFO : Epoch 1962 | loss: 0.0310691 | val_loss: 0.0311698 | Time: 2428.47 ms [2021-10-02 13:35:34 main:574] : INFO : Epoch 1963 | loss: 0.0310691 | val_loss: 0.0311719 | Time: 2436.87 ms [2021-10-02 13:35:36 main:574] : INFO : Epoch 1964 | loss: 0.0310702 | val_loss: 0.0311722 | Time: 2408.22 ms [2021-10-02 13:35:39 main:574] : INFO : Epoch 1965 | loss: 0.0310653 | val_loss: 0.0311821 | Time: 2349.11 ms [2021-10-02 13:35:41 main:574] : INFO : Epoch 1966 | loss: 0.0310659 | val_loss: 0.0311708 | Time: 2344.04 ms [2021-10-02 13:35:43 main:574] : INFO : Epoch 1967 | loss: 0.0310636 | val_loss: 0.0311738 | Time: 2333.69 ms [2021-10-02 13:35:46 main:574] : INFO : Epoch 1968 | loss: 0.0310633 | val_loss: 0.0311687 | Time: 2425.88 ms [2021-10-02 13:35:48 main:574] : INFO : Epoch 1969 | loss: 0.0310649 | val_loss: 0.0311613 | Time: 2331.46 ms [2021-10-02 13:35:51 main:574] : INFO : Epoch 1970 | loss: 0.0310632 | val_loss: 0.0311636 | Time: 2326.32 ms [2021-10-02 13:35:53 main:574] : INFO : Epoch 1971 | loss: 0.0310621 | val_loss: 0.0311702 | Time: 2426.85 ms [2021-10-02 13:35:55 main:574] : INFO : Epoch 1972 | loss: 0.0310596 | val_loss: 0.0311649 | Time: 2439.68 ms [2021-10-02 13:35:58 main:574] : INFO : Epoch 1973 | loss: 0.0310641 | val_loss: 0.031167 | Time: 2399.73 ms [2021-10-02 13:36:00 main:574] : INFO : Epoch 1974 | loss: 0.0310643 | val_loss: 0.0311704 | Time: 2434.86 ms [2021-10-02 13:36:03 main:574] : INFO : Epoch 1975 | loss: 0.0310663 | val_loss: 0.0311669 | Time: 2417.37 ms [2021-10-02 13:36:05 main:574] : INFO : Epoch 1976 | loss: 0.0310591 | val_loss: 0.0311709 | Time: 2336.4 ms [2021-10-02 13:36:07 main:574] : INFO : Epoch 1977 | loss: 0.0310709 | val_loss: 0.0311647 | Time: 2309.78 ms [2021-10-02 13:36:10 main:574] : INFO : Epoch 1978 | loss: 0.0310732 | val_loss: 0.0311678 | Time: 2402.37 ms [2021-10-02 13:36:12 main:574] : INFO : Epoch 1979 | loss: 0.031068 | val_loss: 0.0311671 | Time: 2394.76 ms [2021-10-02 13:36:15 main:574] : INFO : Epoch 1980 | loss: 0.0310658 | val_loss: 0.0311628 | Time: 2373.79 ms [2021-10-02 13:36:17 main:574] : INFO : Epoch 1981 | loss: 0.0310693 | val_loss: 0.031169 | Time: 2369.91 ms [2021-10-02 13:36:19 main:574] : INFO : Epoch 1982 | loss: 0.0310686 | val_loss: 0.0311646 | Time: 2408.77 ms [2021-10-02 13:36:22 main:574] : INFO : Epoch 1983 | loss: 0.0310727 | val_loss: 0.0311695 | Time: 2434.86 ms [2021-10-02 13:36:24 main:574] : INFO : Epoch 1984 | loss: 0.0310701 | val_loss: 0.0311686 | Time: 2433.56 ms [2021-10-02 13:36:27 main:574] : INFO : Epoch 1985 | loss: 0.0310617 | val_loss: 0.0311638 | Time: 2394.22 ms [2021-10-02 13:36:29 main:574] : INFO : Epoch 1986 | loss: 0.0310626 | val_loss: 0.0311656 | Time: 2461.84 ms [2021-10-02 13:36:31 main:574] : INFO : Epoch 1987 | loss: 0.0310596 | val_loss: 0.0311647 | Time: 2310.03 ms [2021-10-02 13:36:34 main:574] : INFO : Epoch 1988 | loss: 0.0310597 | val_loss: 0.0311642 | Time: 2386.04 ms [2021-10-02 13:36:36 main:574] : INFO : Epoch 1989 | loss: 0.0310661 | val_loss: 0.0311624 | Time: 2521.51 ms [2021-10-02 13:36:39 main:574] : INFO : Epoch 1990 | loss: 0.0310608 | val_loss: 0.0311654 | Time: 2356.59 ms [2021-10-02 13:36:41 main:574] : INFO : Epoch 1991 | loss: 0.0310594 | val_loss: 0.031173 | Time: 2306.59 ms [2021-10-02 13:36:43 main:574] : INFO : Epoch 1992 | loss: 0.0310591 | val_loss: 0.0311725 | Time: 2381.84 ms [2021-10-02 13:36:46 main:574] : INFO : Epoch 1993 | loss: 0.0310594 | val_loss: 0.0311703 | Time: 2483.38 ms [2021-10-02 13:36:48 main:574] : INFO : Epoch 1994 | loss: 0.0310617 | val_loss: 0.0311644 | Time: 2360.33 ms [2021-10-02 13:36:51 main:574] : INFO : Epoch 1995 | loss: 0.0310567 | val_loss: 0.0311579 | Time: 2362.49 ms [2021-10-02 13:36:53 main:574] : INFO : Epoch 1996 | loss: 0.0310555 | val_loss: 0.0311659 | Time: 2404.9 ms [2021-10-02 13:36:55 main:574] : INFO : Epoch 1997 | loss: 0.0310579 | val_loss: 0.031167 | Time: 2364.42 ms [2021-10-02 13:36:58 main:574] : INFO : Epoch 1998 | loss: 0.0310583 | val_loss: 0.0311621 | Time: 2284.13 ms [2021-10-02 13:37:00 main:574] : INFO : Epoch 1999 | loss: 0.0310592 | val_loss: 0.0311691 | Time: 2811.26 ms [2021-10-02 13:37:03 main:574] : INFO : Epoch 2000 | loss: 0.0310565 | val_loss: 0.0311706 | Time: 2974.88 ms [2021-10-02 13:37:06 main:574] : INFO : Epoch 2001 | loss: 0.0310539 | val_loss: 0.0311684 | Time: 2643.84 ms [2021-10-02 13:37:08 main:574] : INFO : Epoch 2002 | loss: 0.0310617 | val_loss: 0.0311707 | Time: 2360.05 ms [2021-10-02 13:37:11 main:574] : INFO : Epoch 2003 | loss: 0.0310655 | val_loss: 0.0311638 | Time: 2345.5 ms [2021-10-02 13:37:13 main:574] : INFO : Epoch 2004 | loss: 0.0310607 | val_loss: 0.0311753 | Time: 2385.76 ms [2021-10-02 13:37:16 main:574] : INFO : Epoch 2005 | loss: 0.0310603 | val_loss: 0.0311837 | Time: 2647.16 ms [2021-10-02 13:37:18 main:574] : INFO : Epoch 2006 | loss: 0.0310612 | val_loss: 0.0311784 | Time: 2312.83 ms [2021-10-02 13:37:21 main:574] : INFO : Epoch 2007 | loss: 0.0310623 | val_loss: 0.031168 | Time: 2436.86 ms [2021-10-02 13:37:23 main:574] : INFO : Epoch 2008 | loss: 0.0310601 | val_loss: 0.0311651 | Time: 2321.41 ms [2021-10-02 13:37:25 main:574] : INFO : Epoch 2009 | loss: 0.0310644 | val_loss: 0.0311673 | Time: 2319.57 ms [2021-10-02 13:37:28 main:574] : INFO : Epoch 2010 | loss: 0.0310717 | val_loss: 0.0311661 | Time: 2367.51 ms [2021-10-02 13:37:30 main:574] : INFO : Epoch 2011 | loss: 0.0310666 | val_loss: 0.0311718 | Time: 2345.62 ms [2021-10-02 13:37:32 main:574] : INFO : Epoch 2012 | loss: 0.0310766 | val_loss: 0.0311654 | Time: 2300.79 ms [2021-10-02 13:37:35 main:574] : INFO : Epoch 2013 | loss: 0.0310714 | val_loss: 0.0311616 | Time: 2352.42 ms [2021-10-02 13:37:37 main:574] : INFO : Epoch 2014 | loss: 0.0310597 | val_loss: 0.031161 | Time: 2360.58 ms [2021-10-02 13:37:39 main:574] : INFO : Epoch 2015 | loss: 0.0310621 | val_loss: 0.0311719 | Time: 2311.46 ms [2021-10-02 13:37:42 main:574] : INFO : Epoch 2016 | loss: 0.0310584 | val_loss: 0.0311669 | Time: 2295 ms [2021-10-02 13:37:44 main:574] : INFO : Epoch 2017 | loss: 0.0310575 | val_loss: 0.0311739 | Time: 2232.57 ms [2021-10-02 13:37:46 main:574] : INFO : Epoch 2018 | loss: 0.0310556 | val_loss: 0.0311744 | Time: 2344.97 ms [2021-10-02 13:37:49 main:574] : INFO : Epoch 2019 | loss: 0.031055 | val_loss: 0.0311704 | Time: 2314.28 ms [2021-10-02 13:37:51 main:574] : INFO : Epoch 2020 | loss: 0.0310782 | val_loss: 0.0311684 | Time: 2283.29 ms [2021-10-02 13:37:53 main:574] : INFO : Epoch 2021 | loss: 0.0311138 | val_loss: 0.0311603 | Time: 2398.54 ms [2021-10-02 13:37:56 main:574] : INFO : Epoch 2022 | loss: 0.0310997 | val_loss: 0.0311583 | Time: 2351.47 ms [2021-10-02 13:37:58 main:574] : INFO : Epoch 2023 | loss: 0.031088 | val_loss: 0.0311596 | Time: 2333.45 ms [2021-10-02 13:38:00 main:574] : INFO : Epoch 2024 | loss: 0.0310863 | val_loss: 0.031159 | Time: 2415.13 ms [2021-10-02 13:38:03 main:574] : INFO : Epoch 2025 | loss: 0.0310813 | val_loss: 0.0311656 | Time: 2380.78 ms [2021-10-02 13:38:05 main:574] : INFO : Epoch 2026 | loss: 0.0310922 | val_loss: 0.0311655 | Time: 2388.34 ms [2021-10-02 13:38:07 main:574] : INFO : Epoch 2027 | loss: 0.0310843 | val_loss: 0.0311633 | Time: 2359.1 ms [2021-10-02 13:38:10 main:574] : INFO : Epoch 2028 | loss: 0.0310779 | val_loss: 0.0311739 | Time: 2331.69 ms [2021-10-02 13:38:12 main:574] : INFO : Epoch 2029 | loss: 0.0310758 | val_loss: 0.0311639 | Time: 2468.15 ms [2021-10-02 13:38:15 main:574] : INFO : Epoch 2030 | loss: 0.0310812 | val_loss: 0.0311766 | Time: 2397.48 ms [2021-10-02 13:38:17 main:574] : INFO : Epoch 2031 | loss: 0.0310769 | val_loss: 0.0311658 | Time: 2335.24 ms [2021-10-02 13:38:19 main:574] : INFO : Epoch 2032 | loss: 0.0310707 | val_loss: 0.0311653 | Time: 2374.97 ms [2021-10-02 13:38:22 main:574] : INFO : Epoch 2033 | loss: 0.0310717 | val_loss: 0.0311682 | Time: 2459.54 ms [2021-10-02 13:38:24 main:574] : INFO : Epoch 2034 | loss: 0.0310671 | val_loss: 0.0311661 | Time: 2403.25 ms [2021-10-02 13:38:27 main:574] : INFO : Epoch 2035 | loss: 0.0310653 | val_loss: 0.0311709 | Time: 2381.47 ms [2021-10-02 13:38:29 main:574] : INFO : Epoch 2036 | loss: 0.0310632 | val_loss: 0.0311707 | Time: 2426.71 ms [2021-10-02 13:38:32 main:574] : INFO : Epoch 2037 | loss: 0.0310603 | val_loss: 0.0311693 | Time: 2431.86 ms [2021-10-02 13:38:34 main:574] : INFO : Epoch 2038 | loss: 0.0310641 | val_loss: 0.0311795 | Time: 2316.07 ms [2021-10-02 13:38:36 main:574] : INFO : Epoch 2039 | loss: 0.031072 | val_loss: 0.0311709 | Time: 2359.25 ms [2021-10-02 13:38:39 main:574] : INFO : Epoch 2040 | loss: 0.0310657 | val_loss: 0.0311732 | Time: 2498.65 ms [2021-10-02 13:38:41 main:574] : INFO : Epoch 2041 | loss: 0.0310603 | val_loss: 0.0311622 | Time: 2338.74 ms [2021-10-02 13:38:43 main:574] : INFO : Epoch 2042 | loss: 0.0310622 | val_loss: 0.0311663 | Time: 2289.12 ms [2021-10-02 13:38:46 main:574] : INFO : Epoch 2043 | loss: 0.0310598 | val_loss: 0.0311747 | Time: 2348.4 ms [2021-10-02 13:38:48 main:574] : INFO : Epoch 2044 | loss: 0.0310606 | val_loss: 0.0311764 | Time: 2413.71 ms [2021-10-02 13:38:51 main:574] : INFO : Epoch 2045 | loss: 0.0310611 | val_loss: 0.0311684 | Time: 2380.1 ms [2021-10-02 13:38:53 main:574] : INFO : Epoch 2046 | loss: 0.0310582 | val_loss: 0.0311724 | Time: 2367.59 ms [2021-10-02 13:38:55 main:574] : INFO : Epoch 2047 | loss: 0.0310551 | val_loss: 0.0311779 | Time: 2366.08 ms [2021-10-02 13:38:58 main:574] : INFO : Epoch 2048 | loss: 0.0310577 | val_loss: 0.0311743 | Time: 2358.67 ms [2021-10-02 13:38:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311743 [2021-10-02 13:38:58 main:603] : INFO : Saving end state to config to file [2021-10-02 13:38:58 main:608] : INFO : Success, exiting.. 13:38:58 (33064): 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)