Task 9437579
| Name | ParityModified-1636225804-15089-2-0_1 |
| Workunit | 6576728 |
| Created | 4 Dec 2021, 23:13:34 UTC |
| Sent | 5 Dec 2021, 1:34:19 UTC |
| Report deadline | 13 Dec 2021, 1:34:19 UTC |
| Received | 5 Dec 2021, 17:09:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15260 |
| Run time | 7 hours 40 min 41 sec |
| CPU time | 3 hours 42 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,796.17 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.80 GB |
| Peak swap size | 4.70 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0311664 | val_loss: 0.0311753 | Time: 2349.91 ms [2021-12-05 08:48:52 main:574] : INFO : Epoch 1543 | loss: 0.0311668 | val_loss: 0.0311731 | Time: 2350.44 ms [2021-12-05 08:48:55 main:574] : INFO : Epoch 1544 | loss: 0.0311651 | val_loss: 0.0311739 | Time: 2287.81 ms [2021-12-05 08:48:57 main:574] : INFO : Epoch 1545 | loss: 0.0311656 | val_loss: 0.0311737 | Time: 2259.56 ms [2021-12-05 08:48:59 main:574] : INFO : Epoch 1546 | loss: 0.0311651 | val_loss: 0.031173 | Time: 2323.75 ms [2021-12-05 08:49:02 main:574] : INFO : Epoch 1547 | loss: 0.0311653 | val_loss: 0.0311732 | Time: 2350.05 ms [2021-12-05 08:49:04 main:574] : INFO : Epoch 1548 | loss: 0.031167 | val_loss: 0.0311724 | Time: 2150.33 ms [2021-12-05 08:49:06 main:574] : INFO : Epoch 1549 | loss: 0.0311685 | val_loss: 0.031174 | Time: 2278.25 ms [2021-12-05 08:49:09 main:574] : INFO : Epoch 1550 | loss: 0.0311668 | val_loss: 0.0311733 | Time: 2404.8 ms [2021-12-05 08:49:11 main:574] : INFO : Epoch 1551 | loss: 0.0311636 | val_loss: 0.0311757 | Time: 2381.67 ms [2021-12-05 08:49:13 main:574] : INFO : Epoch 1552 | loss: 0.0311668 | val_loss: 0.031176 | Time: 2256.28 ms [2021-12-05 08:49:16 main:574] : INFO : Epoch 1553 | loss: 0.0311638 | val_loss: 0.0311759 | Time: 2352.65 ms [2021-12-05 08:49:18 main:574] : INFO : Epoch 1554 | loss: 0.0311647 | val_loss: 0.0311753 | Time: 2305.65 ms [2021-12-05 08:49:20 main:574] : INFO : Epoch 1555 | loss: 0.0311649 | val_loss: 0.0311757 | Time: 2254.67 ms [2021-12-05 08:49:23 main:574] : INFO : Epoch 1556 | loss: 0.0311663 | val_loss: 0.0311753 | Time: 2362.66 ms [2021-12-05 08:49:25 main:574] : INFO : Epoch 1557 | loss: 0.0311646 | val_loss: 0.0311742 | Time: 2335.44 ms [2021-12-05 08:49:27 main:574] : INFO : Epoch 1558 | loss: 0.0311636 | val_loss: 0.0311737 | Time: 2318.97 ms [2021-12-05 08:49:30 main:574] : INFO : Epoch 1559 | loss: 0.0311641 | val_loss: 0.031177 | Time: 2385.63 ms [2021-12-05 08:49:32 main:574] : INFO : Epoch 1560 | loss: 0.0311639 | val_loss: 0.0311766 | Time: 2417.5 ms [2021-12-05 08:49:35 main:574] : INFO : Epoch 1561 | loss: 0.0311627 | val_loss: 0.0311755 | Time: 2354.64 ms [2021-12-05 08:49:37 main:574] : INFO : Epoch 1562 | loss: 0.0311622 | val_loss: 0.0311761 | Time: 2361.81 ms [2021-12-05 08:49:40 main:574] : INFO : Epoch 1563 | loss: 0.0311628 | val_loss: 0.0311772 | Time: 2405.56 ms [2021-12-05 08:49:42 main:574] : INFO : Epoch 1564 | loss: 0.0311699 | val_loss: 0.0311782 | Time: 2295.34 ms [2021-12-05 08:49:44 main:574] : INFO : Epoch 1565 | loss: 0.0311682 | val_loss: 0.0311765 | Time: 2333.84 ms [2021-12-05 08:49:47 main:574] : INFO : Epoch 1566 | loss: 0.0311657 | val_loss: 0.0311747 | Time: 2380.11 ms [2021-12-05 08:49:49 main:574] : INFO : Epoch 1567 | loss: 0.0311637 | val_loss: 0.0311751 | Time: 2345.34 ms [2021-12-05 08:49:51 main:574] : INFO : Epoch 1568 | loss: 0.0311637 | val_loss: 0.031175 | Time: 2306.95 ms [2021-12-05 08:49:54 main:574] : INFO : Epoch 1569 | loss: 0.0311642 | val_loss: 0.0311743 | Time: 2355.88 ms [2021-12-05 08:49:56 main:574] : INFO : Epoch 1570 | loss: 0.0311631 | val_loss: 0.0311766 | Time: 2310.62 ms [2021-12-05 08:49:58 main:574] : INFO : Epoch 1571 | loss: 0.0311631 | val_loss: 0.0311758 | Time: 2309.63 ms [2021-12-05 08:50:01 main:574] : INFO : Epoch 1572 | loss: 0.0311634 | val_loss: 0.0311795 | Time: 2401.53 ms [2021-12-05 08:50:03 main:574] : INFO : Epoch 1573 | loss: 0.031163 | val_loss: 0.0311745 | Time: 2260.17 ms [2021-12-05 08:50:06 main:574] : INFO : Epoch 1574 | loss: 0.0311618 | val_loss: 0.0311781 | Time: 2337.45 ms [2021-12-05 08:50:08 main:574] : INFO : Epoch 1575 | loss: 0.0311638 | val_loss: 0.0311761 | Time: 2356.04 ms [2021-12-05 08:50:10 main:574] : INFO : Epoch 1576 | loss: 0.0311625 | val_loss: 0.0311763 | Time: 2303.8 ms [2021-12-05 08:50:13 main:574] : INFO : Epoch 1577 | loss: 0.0311632 | val_loss: 0.0311756 | Time: 2308.1 ms [2021-12-05 08:50:15 main:574] : INFO : Epoch 1578 | loss: 0.0311638 | val_loss: 0.0311762 | Time: 2376.26 ms [2021-12-05 08:50:17 main:574] : INFO : Epoch 1579 | loss: 0.0311611 | val_loss: 0.0311766 | Time: 2344.38 ms [2021-12-05 08:50:20 main:574] : INFO : Epoch 1580 | loss: 0.0311607 | val_loss: 0.0311742 | Time: 2395.29 ms [2021-12-05 08:50:22 main:574] : INFO : Epoch 1581 | loss: 0.0311627 | val_loss: 0.0311753 | Time: 2428.01 ms [2021-12-05 08:50:25 main:574] : INFO : Epoch 1582 | loss: 0.0311617 | val_loss: 0.0311733 | Time: 2316.44 ms [2021-12-05 08:50:27 main:574] : INFO : Epoch 1583 | loss: 0.0311636 | val_loss: 0.0311751 | Time: 2318.67 ms [2021-12-05 08:50:29 main:574] : INFO : Epoch 1584 | loss: 0.0311624 | val_loss: 0.0311734 | Time: 2290.88 ms [2021-12-05 08:50:32 main:574] : INFO : Epoch 1585 | loss: 0.031164 | val_loss: 0.0311762 | Time: 2280.76 ms [2021-12-05 08:50:34 main:574] : INFO : Epoch 1586 | loss: 0.0311623 | val_loss: 0.0311744 | Time: 2244.62 ms [2021-12-05 08:50:36 main:574] : INFO : Epoch 1587 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 2299.93 ms [2021-12-05 08:50:39 main:574] : INFO : Epoch 1588 | loss: 0.0311649 | val_loss: 0.0311741 | Time: 2397.86 ms [2021-12-05 08:50:41 main:574] : INFO : Epoch 1589 | loss: 0.0311629 | val_loss: 0.0311758 | Time: 2284.79 ms [2021-12-05 08:50:43 main:574] : INFO : Epoch 1590 | loss: 0.0311638 | val_loss: 0.0311754 | Time: 2305.99 ms [2021-12-05 08:50:46 main:574] : INFO : Epoch 1591 | loss: 0.0311616 | val_loss: 0.0311728 | Time: 2332.09 ms [2021-12-05 08:50:48 main:574] : INFO : Epoch 1592 | loss: 0.0311613 | val_loss: 0.0311744 | Time: 2249.07 ms [2021-12-05 08:50:50 main:574] : INFO : Epoch 1593 | loss: 0.0311608 | val_loss: 0.0311737 | Time: 2354.66 ms [2021-12-05 08:50:53 main:574] : INFO : Epoch 1594 | loss: 0.0311615 | val_loss: 0.0311817 | Time: 2331.23 ms [2021-12-05 08:50:55 main:574] : INFO : Epoch 1595 | loss: 0.0311682 | val_loss: 0.0311811 | Time: 2380.95 ms [2021-12-05 08:50:57 main:574] : INFO : Epoch 1596 | loss: 0.0311718 | val_loss: 0.0311845 | Time: 2327.67 ms [2021-12-05 08:51:00 main:574] : INFO : Epoch 1597 | loss: 0.03117 | val_loss: 0.0311742 | Time: 2330.9 ms [2021-12-05 08:51:02 main:574] : INFO : Epoch 1598 | loss: 0.0311668 | val_loss: 0.0311734 | Time: 2356.18 ms [2021-12-05 08:51:04 main:574] : INFO : Epoch 1599 | loss: 0.0311652 | val_loss: 0.0311754 | Time: 2271.72 ms [2021-12-05 08:51:07 main:574] : INFO : Epoch 1600 | loss: 0.0311643 | val_loss: 0.0311741 | Time: 2327.09 ms [2021-12-05 08:51:09 main:574] : INFO : Epoch 1601 | loss: 0.0311628 | val_loss: 0.0311724 | Time: 2334.07 ms [2021-12-05 08:51:12 main:574] : INFO : Epoch 1602 | loss: 0.0311631 | val_loss: 0.0311797 | Time: 2385.59 ms [2021-12-05 08:51:14 main:574] : INFO : Epoch 1603 | loss: 0.0311661 | val_loss: 0.0311816 | Time: 2361.32 ms [2021-12-05 08:51:16 main:574] : INFO : Epoch 1604 | loss: 0.0311621 | val_loss: 0.031173 | Time: 2386.97 ms [2021-12-05 08:51:19 main:574] : INFO : Epoch 1605 | loss: 0.0311652 | val_loss: 0.0311815 | Time: 2367.8 ms [2021-12-05 08:51:21 main:574] : INFO : Epoch 1606 | loss: 0.031165 | val_loss: 0.0311744 | Time: 2188.85 ms [2021-12-05 08:51:23 main:574] : INFO : Epoch 1607 | loss: 0.0311623 | val_loss: 0.031174 | Time: 2288.85 ms [2021-12-05 08:51:26 main:574] : INFO : Epoch 1608 | loss: 0.031161 | val_loss: 0.031173 | Time: 2275.17 ms [2021-12-05 08:51:28 main:574] : INFO : Epoch 1609 | loss: 0.0311614 | val_loss: 0.0311756 | Time: 2271.59 ms [2021-12-05 08:51:30 main:574] : INFO : Epoch 1610 | loss: 0.0311591 | val_loss: 0.0311751 | Time: 2257.29 ms [2021-12-05 08:51:33 main:574] : INFO : Epoch 1611 | loss: 0.0311605 | val_loss: 0.0311762 | Time: 2322.99 ms [2021-12-05 08:51:35 main:574] : INFO : Epoch 1612 | loss: 0.0311642 | val_loss: 0.0311847 | Time: 2350.58 ms [2021-12-05 08:51:37 main:574] : INFO : Epoch 1613 | loss: 0.0311681 | val_loss: 0.0311745 | Time: 2334.59 ms [2021-12-05 08:51:40 main:574] : INFO : Epoch 1614 | loss: 0.0311678 | val_loss: 0.0311762 | Time: 2412.23 ms [2021-12-05 08:51:42 main:574] : INFO : Epoch 1615 | loss: 0.0311659 | val_loss: 0.0311717 | Time: 2336.16 ms [2021-12-05 08:51:44 main:574] : INFO : Epoch 1616 | loss: 0.0311633 | val_loss: 0.031173 | Time: 2296.83 ms [2021-12-05 08:51:47 main:574] : INFO : Epoch 1617 | loss: 0.0311638 | val_loss: 0.0311727 | Time: 2324.8 ms [2021-12-05 08:51:49 main:574] : INFO : Epoch 1618 | loss: 0.0311632 | val_loss: 0.0311735 | Time: 2339.94 ms [2021-12-05 08:51:52 main:574] : INFO : Epoch 1619 | loss: 0.0311625 | val_loss: 0.0311721 | Time: 2314.61 ms [2021-12-05 08:51:54 main:574] : INFO : Epoch 1620 | loss: 0.0311623 | val_loss: 0.0311851 | Time: 2269.13 ms [2021-12-05 08:51:56 main:574] : INFO : Epoch 1621 | loss: 0.031166 | val_loss: 0.0311715 | Time: 2212.42 ms [2021-12-05 08:51:58 main:574] : INFO : Epoch 1622 | loss: 0.031163 | val_loss: 0.0311717 | Time: 2280.47 ms [2021-12-05 08:52:01 main:574] : INFO : Epoch 1623 | loss: 0.0311628 | val_loss: 0.0311707 | Time: 2258.82 ms [2021-12-05 08:52:03 main:574] : INFO : Epoch 1624 | loss: 0.0311613 | val_loss: 0.0311724 | Time: 2279.71 ms [2021-12-05 08:52:05 main:574] : INFO : Epoch 1625 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 2287.51 ms [2021-12-05 08:52:08 main:574] : INFO : Epoch 1626 | loss: 0.0311608 | val_loss: 0.0311703 | Time: 2280.9 ms [2021-12-05 08:52:10 main:574] : INFO : Epoch 1627 | loss: 0.0311625 | val_loss: 0.0311727 | Time: 2306.15 ms [2021-12-05 08:52:12 main:574] : INFO : Epoch 1628 | loss: 0.0311612 | val_loss: 0.0311697 | Time: 2348.27 ms [2021-12-05 08:52:15 main:574] : INFO : Epoch 1629 | loss: 0.0311593 | val_loss: 0.0311713 | Time: 2409.92 ms [2021-12-05 08:52:17 main:574] : INFO : Epoch 1630 | loss: 0.0311582 | val_loss: 0.0311709 | Time: 2337.82 ms [2021-12-05 08:52:20 main:574] : INFO : Epoch 1631 | loss: 0.0311585 | val_loss: 0.0311717 | Time: 2351.37 ms [2021-12-05 08:52:22 main:574] : INFO : Epoch 1632 | loss: 0.0311588 | val_loss: 0.0311745 | Time: 2309.5 ms [2021-12-05 08:52:24 main:574] : INFO : Epoch 1633 | loss: 0.0311606 | val_loss: 0.0311717 | Time: 2293.31 ms [2021-12-05 08:52:27 main:574] : INFO : Epoch 1634 | loss: 0.0311578 | val_loss: 0.0311729 | Time: 2405.14 ms [2021-12-05 08:52:29 main:574] : INFO : Epoch 1635 | loss: 0.0311572 | val_loss: 0.0311716 | Time: 2352.99 ms [2021-12-05 08:52:31 main:574] : INFO : Epoch 1636 | loss: 0.0311578 | val_loss: 0.0311718 | Time: 2351.2 ms [2021-12-05 08:52:34 main:574] : INFO : Epoch 1637 | loss: 0.0311577 | val_loss: 0.0311726 | Time: 2301.69 ms [2021-12-05 08:52:36 main:574] : INFO : Epoch 1638 | loss: 0.0311604 | val_loss: 0.0311785 | Time: 2342.16 ms [2021-12-05 08:52:39 main:574] : INFO : Epoch 1639 | loss: 0.0311769 | val_loss: 0.03119 | Time: 2371.62 ms [2021-12-05 08:52:41 main:574] : INFO : Epoch 1640 | loss: 0.0311884 | val_loss: 0.0311827 | Time: 2271.58 ms [2021-12-05 08:52:43 main:574] : INFO : Epoch 1641 | loss: 0.0311687 | val_loss: 0.0311715 | Time: 2254.56 ms [2021-12-05 08:52:46 main:574] : INFO : Epoch 1642 | loss: 0.0311647 | val_loss: 0.0311726 | Time: 2338.28 ms [2021-12-05 08:52:48 main:574] : INFO : Epoch 1643 | loss: 0.0311617 | val_loss: 0.0311734 | Time: 2234.27 ms [2021-12-05 08:52:50 main:574] : INFO : Epoch 1644 | loss: 0.0311615 | val_loss: 0.0311737 | Time: 2330.57 ms [2021-12-05 08:52:53 main:574] : INFO : Epoch 1645 | loss: 0.0311616 | val_loss: 0.0311732 | Time: 2373.47 ms [2021-12-05 08:52:55 main:574] : INFO : Epoch 1646 | loss: 0.0311607 | val_loss: 0.0311715 | Time: 2362.93 ms [2021-12-05 08:52:57 main:574] : INFO : Epoch 1647 | loss: 0.031161 | val_loss: 0.0311708 | Time: 2283.51 ms [2021-12-05 08:53:00 main:574] : INFO : Epoch 1648 | loss: 0.0311606 | val_loss: 0.0311712 | Time: 2246.69 ms [2021-12-05 08:53:02 main:574] : INFO : Epoch 1649 | loss: 0.0311596 | val_loss: 0.0311717 | Time: 2357.81 ms [2021-12-05 08:53:04 main:574] : INFO : Epoch 1650 | loss: 0.0311606 | val_loss: 0.0311726 | Time: 2327.64 ms [2021-12-05 08:53:07 main:574] : INFO : Epoch 1651 | loss: 0.03116 | val_loss: 0.031176 | Time: 2424.47 ms [2021-12-05 08:53:09 main:574] : INFO : Epoch 1652 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 2338.02 ms [2021-12-05 08:53:11 main:574] : INFO : Epoch 1653 | loss: 0.0311582 | val_loss: 0.0311719 | Time: 2311.4 ms [2021-12-05 08:53:14 main:574] : INFO : Epoch 1654 | loss: 0.0311575 | val_loss: 0.0311702 | Time: 2318.43 ms [2021-12-05 08:53:16 main:574] : INFO : Epoch 1655 | loss: 0.031158 | val_loss: 0.0311783 | Time: 2230.84 ms [2021-12-05 08:53:18 main:574] : INFO : Epoch 1656 | loss: 0.0311576 | val_loss: 0.031172 | Time: 2347.26 ms [2021-12-05 08:53:21 main:574] : INFO : Epoch 1657 | loss: 0.0311571 | val_loss: 0.0311743 | Time: 2317.32 ms [2021-12-05 08:53:23 main:574] : INFO : Epoch 1658 | loss: 0.0311578 | val_loss: 0.0311711 | Time: 2332.69 ms [2021-12-05 08:53:26 main:574] : INFO : Epoch 1659 | loss: 0.0311578 | val_loss: 0.0311702 | Time: 2355.75 ms [2021-12-05 08:53:28 main:574] : INFO : Epoch 1660 | loss: 0.0311575 | val_loss: 0.0311722 | Time: 2374.88 ms [2021-12-05 08:53:30 main:574] : INFO : Epoch 1661 | loss: 0.0311582 | val_loss: 0.0311738 | Time: 2428.23 ms [2021-12-05 08:53:33 main:574] : INFO : Epoch 1662 | loss: 0.0311583 | val_loss: 0.0311726 | Time: 2272.72 ms [2021-12-05 08:53:35 main:574] : INFO : Epoch 1663 | loss: 0.0311586 | val_loss: 0.0311754 | Time: 2358.99 ms [2021-12-05 08:53:37 main:574] : INFO : Epoch 1664 | loss: 0.0311604 | val_loss: 0.0311798 | Time: 2225.52 ms [2021-12-05 08:53:40 main:574] : INFO : Epoch 1665 | loss: 0.0311579 | val_loss: 0.0311743 | Time: 2273.5 ms [2021-12-05 08:53:42 main:574] : INFO : Epoch 1666 | loss: 0.0311586 | val_loss: 0.0311737 | Time: 2304.18 ms [2021-12-05 08:53:44 main:574] : INFO : Epoch 1667 | loss: 0.0311593 | val_loss: 0.0311714 | Time: 2243.75 ms [2021-12-05 08:53:47 main:574] : INFO : Epoch 1668 | loss: 0.0311572 | val_loss: 0.0311708 | Time: 2290.74 ms [2021-12-05 08:53:49 main:574] : INFO : Epoch 1669 | loss: 0.0311552 | val_loss: 0.0311719 | Time: 2360.88 ms [2021-12-05 08:53:51 main:574] : INFO : Epoch 1670 | loss: 0.0311556 | val_loss: 0.0311704 | Time: 2340.48 ms [2021-12-05 08:53:54 main:574] : INFO : Epoch 1671 | loss: 0.0311558 | val_loss: 0.0311704 | Time: 2273.64 ms [2021-12-05 08:53:56 main:574] : INFO : Epoch 1672 | loss: 0.0311554 | val_loss: 0.0311703 | Time: 2410.86 ms [2021-12-05 08:53:59 main:574] : INFO : Epoch 1673 | loss: 0.0311608 | val_loss: 0.0311702 | Time: 2400.8 ms [2021-12-05 08:54:01 main:574] : INFO : Epoch 1674 | loss: 0.0311597 | val_loss: 0.0311693 | Time: 2302.49 ms [2021-12-05 08:54:03 main:574] : INFO : Epoch 1675 | loss: 0.0311585 | val_loss: 0.0311753 | Time: 2357.26 ms [2021-12-05 08:54:06 main:574] : INFO : Epoch 1676 | loss: 0.0311569 | val_loss: 0.0311716 | Time: 2315.68 ms [2021-12-05 08:54:08 main:574] : INFO : Epoch 1677 | loss: 0.0311571 | val_loss: 0.0311742 | Time: 2307.65 ms [2021-12-05 08:54:10 main:574] : INFO : Epoch 1678 | loss: 0.0311581 | val_loss: 0.0311718 | Time: 2370.67 ms [2021-12-05 08:54:13 main:574] : INFO : Epoch 1679 | loss: 0.0311594 | val_loss: 0.0311735 | Time: 2328.5 ms [2021-12-05 08:54:15 main:574] : INFO : Epoch 1680 | loss: 0.0311584 | val_loss: 0.0311772 | Time: 2273.26 ms [2021-12-05 08:54:17 main:574] : INFO : Epoch 1681 | loss: 0.0311573 | val_loss: 0.0311778 | Time: 2276.36 ms [2021-12-05 08:54:20 main:574] : INFO : Epoch 1682 | loss: 0.031157 | val_loss: 0.0311747 | Time: 2331.94 ms [2021-12-05 08:54:22 main:574] : INFO : Epoch 1683 | loss: 0.0311575 | val_loss: 0.0311719 | Time: 2315.02 ms [2021-12-05 08:54:25 main:574] : INFO : Epoch 1684 | loss: 0.0311571 | val_loss: 0.0311756 | Time: 2374.79 ms [2021-12-05 08:54:27 main:574] : INFO : Epoch 1685 | loss: 0.0311569 | val_loss: 0.0311746 | Time: 2398.72 ms [2021-12-05 08:54:29 main:574] : INFO : Epoch 1686 | loss: 0.031157 | val_loss: 0.0311739 | Time: 2247.25 ms [2021-12-05 08:54:31 main:574] : INFO : Epoch 1687 | loss: 0.031158 | val_loss: 0.0311724 | Time: 2202.75 ms [2021-12-05 08:54:34 main:574] : INFO : Epoch 1688 | loss: 0.0311552 | val_loss: 0.0311785 | Time: 2351.45 ms [2021-12-05 08:54:36 main:574] : INFO : Epoch 1689 | loss: 0.0311548 | val_loss: 0.0311741 | Time: 2361.05 ms [2021-12-05 08:54:39 main:574] : INFO : Epoch 1690 | loss: 0.0311544 | val_loss: 0.0311735 | Time: 2287.91 ms [2021-12-05 08:54:41 main:574] : INFO : Epoch 1691 | loss: 0.0311534 | val_loss: 0.0311749 | Time: 2287.94 ms [2021-12-05 08:54:43 main:574] : INFO : Epoch 1692 | loss: 0.0311545 | val_loss: 0.0311774 | Time: 2295.09 ms [2021-12-05 08:54:46 main:574] : INFO : Epoch 1693 | loss: 0.0311556 | val_loss: 0.0311765 | Time: 2356.97 ms [2021-12-05 08:54:48 main:574] : INFO : Epoch 1694 | loss: 0.0311571 | val_loss: 0.0311736 | Time: 2374.53 ms [2021-12-05 08:54:50 main:574] : INFO : Epoch 1695 | loss: 0.0311587 | val_loss: 0.0311733 | Time: 2374.27 ms [2021-12-05 08:54:53 main:574] : INFO : Epoch 1696 | loss: 0.0311585 | val_loss: 0.0311751 | Time: 2301.83 ms [2021-12-05 08:54:55 main:574] : INFO : Epoch 1697 | loss: 0.0311576 | val_loss: 0.0311787 | Time: 2361.59 ms [2021-12-05 08:54:57 main:574] : INFO : Epoch 1698 | loss: 0.0311578 | val_loss: 0.0311742 | Time: 2254.44 ms [2021-12-05 08:55:00 main:574] : INFO : Epoch 1699 | loss: 0.0311562 | val_loss: 0.0311721 | Time: 2310.96 ms [2021-12-05 08:55:02 main:574] : INFO : Epoch 1700 | loss: 0.0311551 | val_loss: 0.0311752 | Time: 2295.6 ms [2021-12-05 08:55:05 main:574] : INFO : Epoch 1701 | loss: 0.0311564 | val_loss: 0.0311723 | Time: 2392.99 ms [2021-12-05 08:55:07 main:574] : INFO : Epoch 1702 | loss: 0.0311596 | val_loss: 0.031178 | Time: 2364.51 ms [2021-12-05 08:55:09 main:574] : INFO : Epoch 1703 | loss: 0.0311556 | val_loss: 0.0311777 | Time: 2303.02 ms [2021-12-05 08:55:12 main:574] : INFO : Epoch 1704 | loss: 0.0311554 | val_loss: 0.0311736 | Time: 2283.98 ms [2021-12-05 08:55:14 main:574] : INFO : Epoch 1705 | loss: 0.0311547 | val_loss: 0.0311765 | Time: 2321.75 ms [2021-12-05 08:55:16 main:574] : INFO : Epoch 1706 | loss: 0.0311546 | val_loss: 0.0311783 | Time: 2344.41 ms [2021-12-05 08:55:19 main:574] : INFO : Epoch 1707 | loss: 0.0311523 | val_loss: 0.0311792 | Time: 2324.13 ms [2021-12-05 08:55:21 main:574] : INFO : Epoch 1708 | loss: 0.0311532 | val_loss: 0.0311754 | Time: 2280.3 ms [2021-12-05 08:55:23 main:574] : INFO : Epoch 1709 | loss: 0.0311517 | val_loss: 0.0311755 | Time: 2388.68 ms [2021-12-05 08:55:26 main:574] : INFO : Epoch 1710 | loss: 0.0311523 | val_loss: 0.0311778 | Time: 2348.21 ms [2021-12-05 08:55:28 main:574] : INFO : Epoch 1711 | loss: 0.0311551 | val_loss: 0.0311798 | Time: 2351.43 ms [2021-12-05 08:55:30 main:574] : INFO : Epoch 1712 | loss: 0.0311533 | val_loss: 0.0311738 | Time: 2277.73 ms [2021-12-05 08:55:33 main:574] : INFO : Epoch 1713 | loss: 0.0311527 | val_loss: 0.0311751 | Time: 2301.73 ms [2021-12-05 08:55:35 main:574] : INFO : Epoch 1714 | loss: 0.0311566 | val_loss: 0.0311795 | Time: 2379.03 ms [2021-12-05 08:55:38 main:574] : INFO : Epoch 1715 | loss: 0.0311578 | val_loss: 0.0311776 | Time: 2300.49 ms [2021-12-05 08:55:40 main:574] : INFO : Epoch 1716 | loss: 0.0311563 | val_loss: 0.03118 | Time: 2410.53 ms [2021-12-05 08:55:42 main:574] : INFO : Epoch 1717 | loss: 0.0311611 | val_loss: 0.0311755 | Time: 2307.02 ms [2021-12-05 08:55:45 main:574] : INFO : Epoch 1718 | loss: 0.0311603 | val_loss: 0.0311748 | Time: 2257.24 ms [2021-12-05 08:55:47 main:574] : INFO : Epoch 1719 | loss: 0.031158 | val_loss: 0.0311787 | Time: 2281.61 ms [2021-12-05 08:55:49 main:574] : INFO : Epoch 1720 | loss: 0.0311604 | val_loss: 0.0311751 | Time: 2308.55 ms [2021-12-05 08:55:52 main:574] : INFO : Epoch 1721 | loss: 0.0311596 | val_loss: 0.0311736 | Time: 2297.53 ms [2021-12-05 08:55:54 main:574] : INFO : Epoch 1722 | loss: 0.0311581 | val_loss: 0.0311728 | Time: 2303.04 ms [2021-12-05 08:55:56 main:574] : INFO : Epoch 1723 | loss: 0.0311562 | val_loss: 0.0311748 | Time: 2365.36 ms [2021-12-05 08:55:59 main:574] : INFO : Epoch 1724 | loss: 0.0311606 | val_loss: 0.0311742 | Time: 2429.29 ms [2021-12-05 08:56:01 main:574] : INFO : Epoch 1725 | loss: 0.0311628 | val_loss: 0.031176 | Time: 2341.79 ms [2021-12-05 08:56:03 main:574] : INFO : Epoch 1726 | loss: 0.0311669 | val_loss: 0.0311742 | Time: 2298.06 ms [2021-12-05 08:56:06 main:574] : INFO : Epoch 1727 | loss: 0.0311656 | val_loss: 0.0311766 | Time: 2361.86 ms [2021-12-05 08:56:08 main:574] : INFO : Epoch 1728 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 2191.16 ms [2021-12-05 08:56:10 main:574] : INFO : Epoch 1729 | loss: 0.0311616 | val_loss: 0.0311753 | Time: 2325.72 ms [2021-12-05 08:56:13 main:574] : INFO : Epoch 1730 | loss: 0.0311605 | val_loss: 0.0311742 | Time: 2285.13 ms [2021-12-05 08:56:15 main:574] : INFO : Epoch 1731 | loss: 0.0311592 | val_loss: 0.031172 | Time: 2304.84 ms [2021-12-05 08:56:17 main:574] : INFO : Epoch 1732 | loss: 0.0311581 | val_loss: 0.0311732 | Time: 2259.04 ms [2021-12-05 08:56:20 main:574] : INFO : Epoch 1733 | loss: 0.031158 | val_loss: 0.0311756 | Time: 2361.66 ms [2021-12-05 08:56:22 main:574] : INFO : Epoch 1734 | loss: 0.031164 | val_loss: 0.0311757 | Time: 2277.57 ms [2021-12-05 08:56:24 main:574] : INFO : Epoch 1735 | loss: 0.0311657 | val_loss: 0.0311713 | Time: 2281.04 ms [2021-12-05 08:56:27 main:574] : INFO : Epoch 1736 | loss: 0.0311635 | val_loss: 0.0311704 | Time: 2357.96 ms [2021-12-05 08:56:29 main:574] : INFO : Epoch 1737 | loss: 0.0311636 | val_loss: 0.0311748 | Time: 2326.71 ms [2021-12-05 08:56:31 main:574] : INFO : Epoch 1738 | loss: 0.0311628 | val_loss: 0.0311765 | Time: 2324.54 ms [2021-12-05 08:56:34 main:574] : INFO : Epoch 1739 | loss: 0.0311609 | val_loss: 0.0311742 | Time: 2263.59 ms [2021-12-05 08:56:36 main:574] : INFO : Epoch 1740 | loss: 0.0311589 | val_loss: 0.0311706 | Time: 2331.3 ms [2021-12-05 08:56:39 main:574] : INFO : Epoch 1741 | loss: 0.0311565 | val_loss: 0.0311728 | Time: 2427.5 ms [2021-12-05 08:56:41 main:574] : INFO : Epoch 1742 | loss: 0.0311608 | val_loss: 0.0311719 | Time: 2305.66 ms [2021-12-05 08:56:43 main:574] : INFO : Epoch 1743 | loss: 0.0311606 | val_loss: 0.0311688 | Time: 2263.99 ms [2021-12-05 08:56:46 main:574] : INFO : Epoch 1744 | loss: 0.0311595 | val_loss: 0.0311678 | Time: 2349.33 ms [2021-12-05 08:56:48 main:574] : INFO : Epoch 1745 | loss: 0.0311594 | val_loss: 0.031169 | Time: 2365.24 ms [2021-12-05 08:56:50 main:574] : INFO : Epoch 1746 | loss: 0.0311604 | val_loss: 0.0311695 | Time: 2330.07 ms [2021-12-05 08:56:53 main:574] : INFO : Epoch 1747 | loss: 0.0311615 | val_loss: 0.0311686 | Time: 2378.76 ms [2021-12-05 08:56:55 main:574] : INFO : Epoch 1748 | loss: 0.0311586 | val_loss: 0.031173 | Time: 2471.33 ms [2021-12-05 08:56:58 main:574] : INFO : Epoch 1749 | loss: 0.03116 | val_loss: 0.0311728 | Time: 2351.54 ms [2021-12-05 08:57:00 main:574] : INFO : Epoch 1750 | loss: 0.0311589 | val_loss: 0.0311712 | Time: 2331.13 ms [2021-12-05 08:57:02 main:574] : INFO : Epoch 1751 | loss: 0.0311604 | val_loss: 0.0311736 | Time: 2293.38 ms [2021-12-05 08:57:05 main:574] : INFO : Epoch 1752 | loss: 0.0311633 | val_loss: 0.0311695 | Time: 2289.3 ms [2021-12-05 08:57:07 main:574] : INFO : Epoch 1753 | loss: 0.031161 | val_loss: 0.0311693 | Time: 2301.63 ms [2021-12-05 08:57:09 main:574] : INFO : Epoch 1754 | loss: 0.0311591 | val_loss: 0.0311723 | Time: 2284.89 ms [2021-12-05 08:57:12 main:574] : INFO : Epoch 1755 | loss: 0.0311574 | val_loss: 0.0311706 | Time: 2337.76 ms [2021-12-05 08:57:14 main:574] : INFO : Epoch 1756 | loss: 0.031157 | val_loss: 0.0311697 | Time: 2356.62 ms [2021-12-05 08:57:16 main:574] : INFO : Epoch 1757 | loss: 0.031156 | val_loss: 0.0311697 | Time: 2404.74 ms [2021-12-05 08:57:19 main:574] : INFO : Epoch 1758 | loss: 0.0311564 | val_loss: 0.0311718 | Time: 2317.15 ms [2021-12-05 08:57:21 main:574] : INFO : Epoch 1759 | loss: 0.0311562 | val_loss: 0.0311711 | Time: 2405.19 ms [2021-12-05 08:57:24 main:574] : INFO : Epoch 1760 | loss: 0.0311573 | val_loss: 0.0311701 | Time: 2346.5 ms [2021-12-05 08:57:26 main:574] : INFO : Epoch 1761 | loss: 0.0311555 | val_loss: 0.0311686 | Time: 2304.16 ms [2021-12-05 08:57:28 main:574] : INFO : Epoch 1762 | loss: 0.0311551 | val_loss: 0.031172 | Time: 2275.45 ms [2021-12-05 08:57:31 main:574] : INFO : Epoch 1763 | loss: 0.0311568 | val_loss: 0.0311715 | Time: 2276.42 ms [2021-12-05 08:57:33 main:574] : INFO : Epoch 1764 | loss: 0.0311552 | val_loss: 0.0311744 | Time: 2358.32 ms [2021-12-05 08:57:35 main:574] : INFO : Epoch 1765 | loss: 0.0311588 | val_loss: 0.0311689 | Time: 2296.6 ms [2021-12-05 08:57:38 main:574] : INFO : Epoch 1766 | loss: 0.0311678 | val_loss: 0.0311708 | Time: 2333.65 ms [2021-12-05 08:57:40 main:574] : INFO : Epoch 1767 | loss: 0.0311652 | val_loss: 0.0311707 | Time: 2337.99 ms [2021-12-05 08:57:42 main:574] : INFO : Epoch 1768 | loss: 0.0311619 | val_loss: 0.0311711 | Time: 2392.16 ms [2021-12-05 08:57:45 main:574] : INFO : Epoch 1769 | loss: 0.0311617 | val_loss: 0.0311679 | Time: 2309.03 ms [2021-12-05 08:57:47 main:574] : INFO : Epoch 1770 | loss: 0.0311593 | val_loss: 0.0311677 | Time: 2369.82 ms [2021-12-05 08:57:50 main:574] : INFO : Epoch 1771 | loss: 0.0311594 | val_loss: 0.0311694 | Time: 2273.12 ms [2021-12-05 08:57:52 main:574] : INFO : Epoch 1772 | loss: 0.0311577 | val_loss: 0.0311698 | Time: 2334.53 ms [2021-12-05 08:57:54 main:574] : INFO : Epoch 1773 | loss: 0.0311575 | val_loss: 0.0311722 | Time: 2339.7 ms [2021-12-05 08:57:57 main:574] : INFO : Epoch 1774 | loss: 0.0311578 | val_loss: 0.031167 | Time: 2304.6 ms [2021-12-05 08:57:59 main:574] : INFO : Epoch 1775 | loss: 0.0311577 | val_loss: 0.0311673 | Time: 2398.77 ms [2021-12-05 08:58:01 main:574] : INFO : Epoch 1776 | loss: 0.0311565 | val_loss: 0.0311684 | Time: 2313.33 ms [2021-12-05 08:58:04 main:574] : INFO : Epoch 1777 | loss: 0.0311572 | val_loss: 0.0311678 | Time: 2424.81 ms [2021-12-05 08:58:06 main:574] : INFO : Epoch 1778 | loss: 0.0311555 | val_loss: 0.031169 | Time: 2341.61 ms [2021-12-05 08:58:09 main:574] : INFO : Epoch 1779 | loss: 0.0311555 | val_loss: 0.0311699 | Time: 2355.57 ms [2021-12-05 08:58:11 main:574] : INFO : Epoch 1780 | loss: 0.031156 | val_loss: 0.0311697 | Time: 2298.2 ms [2021-12-05 08:58:13 main:574] : INFO : Epoch 1781 | loss: 0.0311603 | val_loss: 0.03117 | Time: 2372.56 ms [2021-12-05 08:58:16 main:574] : INFO : Epoch 1782 | loss: 0.0311667 | val_loss: 0.0311694 | Time: 2301.57 ms [2021-12-05 08:58:18 main:574] : INFO : Epoch 1783 | loss: 0.031166 | val_loss: 0.0311694 | Time: 2332.66 ms [2021-12-05 08:58:20 main:574] : INFO : Epoch 1784 | loss: 0.0311646 | val_loss: 0.0311697 | Time: 2482.67 ms [2021-12-05 08:58:23 main:574] : INFO : Epoch 1785 | loss: 0.0311635 | val_loss: 0.0311704 | Time: 2355.17 ms [2021-12-05 08:58:25 main:574] : INFO : Epoch 1786 | loss: 0.0311625 | val_loss: 0.0311675 | Time: 2289.27 ms [2021-12-05 08:58:28 main:574] : INFO : Epoch 1787 | loss: 0.0311621 | val_loss: 0.0311679 | Time: 2397.78 ms [2021-12-05 08:58:30 main:574] : INFO : Epoch 1788 | loss: 0.0311609 | val_loss: 0.0311687 | Time: 2314.11 ms [2021-12-05 08:58:32 main:574] : INFO : Epoch 1789 | loss: 0.0311615 | val_loss: 0.0311701 | Time: 2293.96 ms [2021-12-05 08:58:35 main:574] : INFO : Epoch 1790 | loss: 0.0311624 | val_loss: 0.031173 | Time: 2301.68 ms [2021-12-05 08:58:37 main:574] : INFO : Epoch 1791 | loss: 0.0311644 | val_loss: 0.0311677 | Time: 2309.54 ms [2021-12-05 08:58:39 main:574] : INFO : Epoch 1792 | loss: 0.0311629 | val_loss: 0.0311703 | Time: 2261.63 ms [2021-12-05 08:58:42 main:574] : INFO : Epoch 1793 | loss: 0.0311629 | val_loss: 0.0311685 | Time: 2306.82 ms [2021-12-05 08:58:44 main:574] : INFO : Epoch 1794 | loss: 0.0311612 | val_loss: 0.0311687 | Time: 2241.75 ms [2021-12-05 08:58:46 main:574] : INFO : Epoch 1795 | loss: 0.0311615 | val_loss: 0.0311686 | Time: 2394.11 ms [2021-12-05 08:58:49 main:574] : INFO : Epoch 1796 | loss: 0.0311601 | val_loss: 0.0311689 | Time: 2453.48 ms [2021-12-05 08:58:51 main:574] : INFO : Epoch 1797 | loss: 0.0311599 | val_loss: 0.0311673 | Time: 2368.88 ms [2021-12-05 08:58:54 main:574] : INFO : Epoch 1798 | loss: 0.0311599 | val_loss: 0.0311711 | Time: 2362.09 ms [2021-12-05 08:58:56 main:574] : INFO : Epoch 1799 | loss: 0.0311601 | val_loss: 0.0311698 | Time: 2219.61 ms [2021-12-05 08:58:58 main:574] : INFO : Epoch 1800 | loss: 0.0311575 | val_loss: 0.0311677 | Time: 2326.09 ms [2021-12-05 08:59:00 main:574] : INFO : Epoch 1801 | loss: 0.0311571 | val_loss: 0.0311706 | Time: 2278.95 ms [2021-12-05 08:59:03 main:574] : INFO : Epoch 1802 | loss: 0.0311574 | val_loss: 0.0311688 | Time: 2321.88 ms [2021-12-05 08:59:05 main:574] : INFO : Epoch 1803 | loss: 0.0311566 | val_loss: 0.0311672 | Time: 2290.66 ms [2021-12-05 08:59:08 main:574] : INFO : Epoch 1804 | loss: 0.031158 | val_loss: 0.0311687 | Time: 2379.83 ms [2021-12-05 08:59:10 main:574] : INFO : Epoch 1805 | loss: 0.0311596 | val_loss: 0.0311749 | Time: 2239.65 ms [2021-12-05 08:59:12 main:574] : INFO : Epoch 1806 | loss: 0.0311602 | val_loss: 0.03117 | Time: 2305.55 ms [2021-12-05 08:59:14 main:574] : INFO : Epoch 1807 | loss: 0.0311574 | val_loss: 0.0311704 | Time: 2344.64 ms [2021-12-05 08:59:17 main:574] : INFO : Epoch 1808 | loss: 0.0311561 | val_loss: 0.0311703 | Time: 2388.91 ms [2021-12-05 08:59:19 main:574] : INFO : Epoch 1809 | loss: 0.0311565 | val_loss: 0.0311691 | Time: 2319.25 ms [2021-12-05 08:59:22 main:574] : INFO : Epoch 1810 | loss: 0.0311571 | val_loss: 0.03117 | Time: 2307.61 ms [2021-12-05 08:59:24 main:574] : INFO : Epoch 1811 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 2345.53 ms [2021-12-05 08:59:26 main:574] : INFO : Epoch 1812 | loss: 0.0311563 | val_loss: 0.0311677 | Time: 2327.05 ms [2021-12-05 08:59:29 main:574] : INFO : Epoch 1813 | loss: 0.0311547 | val_loss: 0.0311676 | Time: 2278.67 ms [2021-12-05 08:59:31 main:574] : INFO : Epoch 1814 | loss: 0.0311545 | val_loss: 0.0311687 | Time: 2316.39 ms [2021-12-05 08:59:33 main:574] : INFO : Epoch 1815 | loss: 0.0311554 | val_loss: 0.0311675 | Time: 2288.51 ms [2021-12-05 08:59:36 main:574] : INFO : Epoch 1816 | loss: 0.0311554 | val_loss: 0.03117 | Time: 2308.08 ms [2021-12-05 08:59:38 main:574] : INFO : Epoch 1817 | loss: 0.0311556 | val_loss: 0.0311693 | Time: 2313.31 ms [2021-12-05 08:59:40 main:574] : INFO : Epoch 1818 | loss: 0.0311551 | val_loss: 0.0311691 | Time: 2433.6 ms [2021-12-05 08:59:43 main:574] : INFO : Epoch 1819 | loss: 0.0311562 | val_loss: 0.0311698 | Time: 2278.31 ms [2021-12-05 08:59:45 main:574] : INFO : Epoch 1820 | loss: 0.0311546 | val_loss: 0.0311665 | Time: 2290.1 ms [2021-12-05 08:59:47 main:574] : INFO : Epoch 1821 | loss: 0.0311549 | val_loss: 0.031171 | Time: 2307.11 ms [2021-12-05 08:59:50 main:574] : INFO : Epoch 1822 | loss: 0.031155 | val_loss: 0.0311682 | Time: 2405.02 ms [2021-12-05 08:59:52 main:574] : INFO : Epoch 1823 | loss: 0.0311554 | val_loss: 0.0311694 | Time: 2369.36 ms [2021-12-05 08:59:55 main:574] : INFO : Epoch 1824 | loss: 0.0311539 | val_loss: 0.0311763 | Time: 2330.69 ms [2021-12-05 08:59:57 main:574] : INFO : Epoch 1825 | loss: 0.0311553 | val_loss: 0.031173 | Time: 2346.87 ms [2021-12-05 08:59:59 main:574] : INFO : Epoch 1826 | loss: 0.0311554 | val_loss: 0.0311724 | Time: 2333 ms [2021-12-05 09:00:02 main:574] : INFO : Epoch 1827 | loss: 0.0311596 | val_loss: 0.0311705 | Time: 2570.97 ms [2021-12-05 09:00:05 main:574] : INFO : Epoch 1828 | loss: 0.0311597 | val_loss: 0.0311743 | Time: 2517.65 ms [2021-12-05 09:00:07 main:574] : INFO : Epoch 1829 | loss: 0.0318773 | val_loss: 0.0320372 | Time: 2277.57 ms [2021-12-05 09:00:09 main:574] : INFO : Epoch 1830 | loss: 0.0329018 | val_loss: 0.0318527 | Time: 2325.47 ms [2021-12-05 09:00:12 main:574] : INFO : Epoch 1831 | loss: 0.0315068 | val_loss: 0.0313406 | Time: 2368.67 ms [2021-12-05 09:00:14 main:574] : INFO : Epoch 1832 | loss: 0.0312551 | val_loss: 0.0312255 | Time: 2346.78 ms [2021-12-05 09:00:16 main:574] : INFO : Epoch 1833 | loss: 0.0312082 | val_loss: 0.0311945 | Time: 2330.28 ms [2021-12-05 09:00:19 main:574] : INFO : Epoch 1834 | loss: 0.0311872 | val_loss: 0.0311828 | Time: 2403.24 ms [2021-12-05 09:00:21 main:574] : INFO : Epoch 1835 | loss: 0.0311766 | val_loss: 0.0311822 | Time: 2354.89 ms [2021-12-05 09:00:24 main:574] : INFO : Epoch 1836 | loss: 0.0311721 | val_loss: 0.0311766 | Time: 2346.24 ms [2021-12-05 09:00:26 main:574] : INFO : Epoch 1837 | loss: 0.0311696 | val_loss: 0.0311755 | Time: 2286.54 ms [2021-12-05 09:00:28 main:574] : INFO : Epoch 1838 | loss: 0.0311655 | val_loss: 0.0311692 | Time: 2305.44 ms [2021-12-05 09:00:31 main:574] : INFO : Epoch 1839 | loss: 0.0311623 | val_loss: 0.0311674 | Time: 2347.72 ms [2021-12-05 09:00:33 main:574] : INFO : Epoch 1840 | loss: 0.0311602 | val_loss: 0.0311689 | Time: 2358.38 ms [2021-12-05 09:00:35 main:574] : INFO : Epoch 1841 | loss: 0.0311607 | val_loss: 0.0311682 | Time: 2303.74 ms [2021-12-05 09:00:38 main:574] : INFO : Epoch 1842 | loss: 0.0311589 | val_loss: 0.0311651 | Time: 2283.79 ms [2021-12-05 09:00:40 main:574] : INFO : Epoch 1843 | loss: 0.0311578 | val_loss: 0.0311672 | Time: 2271.46 ms [2021-12-05 09:00:42 main:574] : INFO : Epoch 1844 | loss: 0.0311583 | val_loss: 0.0311684 | Time: 2280.55 ms [2021-12-05 09:00:45 main:574] : INFO : Epoch 1845 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 2340.76 ms [2021-12-05 09:00:47 main:574] : INFO : Epoch 1846 | loss: 0.0311576 | val_loss: 0.0311664 | Time: 2297.16 ms [2021-12-05 09:00:49 main:574] : INFO : Epoch 1847 | loss: 0.0311572 | val_loss: 0.031166 | Time: 2350.39 ms [2021-12-05 09:00:52 main:574] : INFO : Epoch 1848 | loss: 0.0311571 | val_loss: 0.0311646 | Time: 2333.4 ms [2021-12-05 09:00:54 main:574] : INFO : Epoch 1849 | loss: 0.0311572 | val_loss: 0.0311646 | Time: 2377.21 ms [2021-12-05 09:00:57 main:574] : INFO : Epoch 1850 | loss: 0.0311569 | val_loss: 0.0311656 | Time: 2339.84 ms [2021-12-05 09:00:59 main:574] : INFO : Epoch 1851 | loss: 0.0311571 | val_loss: 0.0311675 | Time: 2328.86 ms [2021-12-05 09:01:01 main:574] : INFO : Epoch 1852 | loss: 0.0311618 | val_loss: 0.0311737 | Time: 2281.03 ms [2021-12-05 09:01:04 main:574] : INFO : Epoch 1853 | loss: 0.0311603 | val_loss: 0.0311684 | Time: 2308.11 ms [2021-12-05 09:01:06 main:574] : INFO : Epoch 1854 | loss: 0.0311591 | val_loss: 0.031168 | Time: 2216.52 ms [2021-12-05 09:01:08 main:574] : INFO : Epoch 1855 | loss: 0.0311587 | val_loss: 0.0311665 | Time: 2215.04 ms [2021-12-05 09:01:10 main:574] : INFO : Epoch 1856 | loss: 0.0311595 | val_loss: 0.0311669 | Time: 2363.01 ms [2021-12-05 09:01:13 main:574] : INFO : Epoch 1857 | loss: 0.0311591 | val_loss: 0.0311644 | Time: 2220.84 ms [2021-12-05 09:01:15 main:574] : INFO : Epoch 1858 | loss: 0.0311584 | val_loss: 0.0311663 | Time: 2326.28 ms [2021-12-05 09:01:17 main:574] : INFO : Epoch 1859 | loss: 0.0311568 | val_loss: 0.0311672 | Time: 2272.59 ms [2021-12-05 09:01:20 main:574] : INFO : Epoch 1860 | loss: 0.0311564 | val_loss: 0.031168 | Time: 2345.92 ms [2021-12-05 09:01:22 main:574] : INFO : Epoch 1861 | loss: 0.031156 | val_loss: 0.0311692 | Time: 2283.67 ms [2021-12-05 09:01:24 main:574] : INFO : Epoch 1862 | loss: 0.031155 | val_loss: 0.0311671 | Time: 2353.74 ms [2021-12-05 09:01:27 main:574] : INFO : Epoch 1863 | loss: 0.0311546 | val_loss: 0.0311682 | Time: 2292.53 ms [2021-12-05 09:01:29 main:574] : INFO : Epoch 1864 | loss: 0.0311541 | val_loss: 0.031166 | Time: 2409.16 ms [2021-12-05 09:01:32 main:574] : INFO : Epoch 1865 | loss: 0.0311545 | val_loss: 0.031167 | Time: 2408.13 ms [2021-12-05 09:01:34 main:574] : INFO : Epoch 1866 | loss: 0.0311545 | val_loss: 0.031168 | Time: 2337.29 ms [2021-12-05 09:01:36 main:574] : INFO : Epoch 1867 | loss: 0.0311543 | val_loss: 0.0311672 | Time: 2326.04 ms [2021-12-05 09:01:39 main:574] : INFO : Epoch 1868 | loss: 0.0311529 | val_loss: 0.0311696 | Time: 2263.67 ms [2021-12-05 09:01:41 main:574] : INFO : Epoch 1869 | loss: 0.0311555 | val_loss: 0.0311691 | Time: 2346.97 ms [2021-12-05 09:01:43 main:574] : INFO : Epoch 1870 | loss: 0.0311552 | val_loss: 0.031167 | Time: 2279.4 ms [2021-12-05 09:01:46 main:574] : INFO : Epoch 1871 | loss: 0.031154 | val_loss: 0.0311653 | Time: 2383.61 ms [2021-12-05 09:01:48 main:574] : INFO : Epoch 1872 | loss: 0.0311534 | val_loss: 0.0311658 | Time: 2260.37 ms [2021-12-05 09:01:50 main:574] : INFO : Epoch 1873 | loss: 0.0311536 | val_loss: 0.031168 | Time: 2251.07 ms [2021-12-05 09:01:53 main:574] : INFO : Epoch 1874 | loss: 0.0311547 | val_loss: 0.0311652 | Time: 2302.81 ms [2021-12-05 09:01:55 main:574] : INFO : Epoch 1875 | loss: 0.031154 | val_loss: 0.0311708 | Time: 2306.9 ms [2021-12-05 09:01:57 main:574] : INFO : Epoch 1876 | loss: 0.0311571 | val_loss: 0.0311728 | Time: 2364.36 ms [2021-12-05 09:02:00 main:574] : INFO : Epoch 1877 | loss: 0.0311569 | val_loss: 0.0311675 | Time: 2310.34 ms [2021-12-05 09:02:02 main:574] : INFO : Epoch 1878 | loss: 0.0311534 | val_loss: 0.0311673 | Time: 2424.26 ms [2021-12-05 09:02:04 main:574] : INFO : Epoch 1879 | loss: 0.0311543 | val_loss: 0.031167 | Time: 2303.13 ms [2021-12-05 09:02:07 main:574] : INFO : Epoch 1880 | loss: 0.0311557 | val_loss: 0.0311686 | Time: 2325.24 ms [2021-12-05 09:02:09 main:574] : INFO : Epoch 1881 | loss: 0.0311533 | val_loss: 0.0311718 | Time: 2373.35 ms [2021-12-05 09:02:12 main:574] : INFO : Epoch 1882 | loss: 0.0311536 | val_loss: 0.0311713 | Time: 2421.25 ms [2021-12-05 09:02:14 main:574] : INFO : Epoch 1883 | loss: 0.031152 | val_loss: 0.0311734 | Time: 2358.28 ms [2021-12-05 09:02:16 main:574] : INFO : Epoch 1884 | loss: 0.0311525 | val_loss: 0.0311688 | Time: 2267.98 ms [2021-12-05 09:02:19 main:574] : INFO : Epoch 1885 | loss: 0.031152 | val_loss: 0.0311694 | Time: 2319.91 ms [2021-12-05 09:02:21 main:574] : INFO : Epoch 1886 | loss: 0.0311519 | val_loss: 0.0311683 | Time: 2255.41 ms [2021-12-05 09:02:23 main:574] : INFO : Epoch 1887 | loss: 0.0311545 | val_loss: 0.0311687 | Time: 2266.29 ms [2021-12-05 09:02:26 main:574] : INFO : Epoch 1888 | loss: 0.0311541 | val_loss: 0.0311698 | Time: 2308.79 ms [2021-12-05 09:02:28 main:574] : INFO : Epoch 1889 | loss: 0.0311529 | val_loss: 0.03117 | Time: 2287.83 ms [2021-12-05 09:02:30 main:574] : INFO : Epoch 1890 | loss: 0.0311519 | val_loss: 0.0311708 | Time: 2260.57 ms [2021-12-05 09:02:33 main:574] : INFO : Epoch 1891 | loss: 0.0311571 | val_loss: 0.0311776 | Time: 2304.27 ms [2021-12-05 09:02:35 main:574] : INFO : Epoch 1892 | loss: 0.0311578 | val_loss: 0.0311713 | Time: 2300.46 ms [2021-12-05 09:02:37 main:574] : INFO : Epoch 1893 | loss: 0.0311533 | val_loss: 0.0311728 | Time: 2320.46 ms [2021-12-05 09:02:40 main:574] : INFO : Epoch 1894 | loss: 0.031153 | val_loss: 0.0311778 | Time: 2327.23 ms [2021-12-05 09:02:42 main:574] : INFO : Epoch 1895 | loss: 0.0311527 | val_loss: 0.0311723 | Time: 2337.72 ms [2021-12-05 09:02:44 main:574] : INFO : Epoch 1896 | loss: 0.0311523 | val_loss: 0.0311735 | Time: 2313.56 ms [2021-12-05 09:02:47 main:574] : INFO : Epoch 1897 | loss: 0.0311534 | val_loss: 0.0311676 | Time: 2360.71 ms [2021-12-05 09:02:49 main:574] : INFO : Epoch 1898 | loss: 0.031156 | val_loss: 0.0311687 | Time: 2283.07 ms [2021-12-05 09:02:52 main:574] : INFO : Epoch 1899 | loss: 0.0311603 | val_loss: 0.031167 | Time: 2397.17 ms [2021-12-05 09:02:54 main:574] : INFO : Epoch 1900 | loss: 0.0311567 | val_loss: 0.0311676 | Time: 2366.33 ms [2021-12-05 09:02:56 main:574] : INFO : Epoch 1901 | loss: 0.0311563 | val_loss: 0.0311716 | Time: 2412.58 ms [2021-12-05 09:02:59 main:574] : INFO : Epoch 1902 | loss: 0.0311543 | val_loss: 0.0311687 | Time: 2317.79 ms [2021-12-05 09:03:01 main:574] : INFO : Epoch 1903 | loss: 0.0311531 | val_loss: 0.0311693 | Time: 2342.66 ms [2021-12-05 09:03:03 main:574] : INFO : Epoch 1904 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 2252.69 ms [2021-12-05 09:03:06 main:574] : INFO : Epoch 1905 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 2301.78 ms [2021-12-05 09:03:08 main:574] : INFO : Epoch 1906 | loss: 0.0311562 | val_loss: 0.031168 | Time: 2234.64 ms [2021-12-05 09:03:10 main:574] : INFO : Epoch 1907 | loss: 0.0311557 | val_loss: 0.0311699 | Time: 2323 ms [2021-12-05 09:03:13 main:574] : INFO : Epoch 1908 | loss: 0.0311557 | val_loss: 0.0311693 | Time: 2342.55 ms [2021-12-05 09:03:15 main:574] : INFO : Epoch 1909 | loss: 0.0311558 | val_loss: 0.0311708 | Time: 2369.94 ms [2021-12-05 09:03:18 main:574] : INFO : Epoch 1910 | loss: 0.0311558 | val_loss: 0.0311672 | Time: 2374.52 ms [2021-12-05 09:03:20 main:574] : INFO : Epoch 1911 | loss: 0.0311549 | val_loss: 0.0311687 | Time: 2238.16 ms [2021-12-05 09:03:22 main:574] : INFO : Epoch 1912 | loss: 0.0311543 | val_loss: 0.0311676 | Time: 2417.03 ms [2021-12-05 09:03:25 main:574] : INFO : Epoch 1913 | loss: 0.0311608 | val_loss: 0.0311724 | Time: 2376.83 ms [2021-12-05 09:03:27 main:574] : INFO : Epoch 1914 | loss: 0.0311623 | val_loss: 0.0311723 | Time: 2283.81 ms [2021-12-05 09:03:29 main:574] : INFO : Epoch 1915 | loss: 0.0311639 | val_loss: 0.0311704 | Time: 2356.96 ms [2021-12-05 09:03:32 main:574] : INFO : Epoch 1916 | loss: 0.031162 | val_loss: 0.0311671 | Time: 2366.33 ms [2021-12-05 09:03:34 main:574] : INFO : Epoch 1917 | loss: 0.0311601 | val_loss: 0.031168 | Time: 2330.66 ms [2021-12-05 09:03:37 main:574] : INFO : Epoch 1918 | loss: 0.0311594 | val_loss: 0.0311707 | Time: 2315.32 ms [2021-12-05 09:03:39 main:574] : INFO : Epoch 1919 | loss: 0.0311612 | val_loss: 0.0311697 | Time: 2198.05 ms [2021-12-05 09:03:41 main:574] : INFO : Epoch 1920 | loss: 0.0311598 | val_loss: 0.0311696 | Time: 2412.81 ms [2021-12-05 09:03:44 main:574] : INFO : Epoch 1921 | loss: 0.0311577 | val_loss: 0.0311677 | Time: 2373.04 ms [2021-12-05 09:03:46 main:574] : INFO : Epoch 1922 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 2402.77 ms [2021-12-05 09:03:48 main:574] : INFO : Epoch 1923 | loss: 0.0311579 | val_loss: 0.0311697 | Time: 2271.3 ms [2021-12-05 09:03:51 main:574] : INFO : Epoch 1924 | loss: 0.0311596 | val_loss: 0.0311679 | Time: 2337.36 ms [2021-12-05 09:03:53 main:574] : INFO : Epoch 1925 | loss: 0.0311598 | val_loss: 0.0311687 | Time: 2265.4 ms [2021-12-05 09:03:55 main:574] : INFO : Epoch 1926 | loss: 0.0311604 | val_loss: 0.0311683 | Time: 2312.61 ms [2021-12-05 09:03:58 main:574] : INFO : Epoch 1927 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 2299.12 ms [2021-12-05 09:04:00 main:574] : INFO : Epoch 1928 | loss: 0.0311653 | val_loss: 0.0311697 | Time: 2331.85 ms [2021-12-05 09:04:02 main:574] : INFO : Epoch 1929 | loss: 0.031163 | val_loss: 0.0311686 | Time: 2340.35 ms [2021-12-05 09:04:05 main:574] : INFO : Epoch 1930 | loss: 0.0311602 | val_loss: 0.0311677 | Time: 2271.4 ms [2021-12-05 09:04:07 main:574] : INFO : Epoch 1931 | loss: 0.0311608 | val_loss: 0.0311687 | Time: 2281.74 ms [2021-12-05 09:04:09 main:574] : INFO : Epoch 1932 | loss: 0.0311618 | val_loss: 0.0311673 | Time: 2394.42 ms [2021-12-05 09:04:12 main:574] : INFO : Epoch 1933 | loss: 0.0311589 | val_loss: 0.0311667 | Time: 2211.58 ms [2021-12-05 09:04:14 main:574] : INFO : Epoch 1934 | loss: 0.0311583 | val_loss: 0.0311665 | Time: 2396.62 ms [2021-12-05 09:04:17 main:574] : INFO : Epoch 1935 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 2379.16 ms [2021-12-05 09:04:19 main:574] : INFO : Epoch 1936 | loss: 0.0311558 | val_loss: 0.0311678 | Time: 2383.6 ms [2021-12-05 09:04:21 main:574] : INFO : Epoch 1937 | loss: 0.0311543 | val_loss: 0.0311641 | Time: 2318.98 ms [2021-12-05 09:04:24 main:574] : INFO : Epoch 1938 | loss: 0.0311536 | val_loss: 0.0311678 | Time: 2368.99 ms [2021-12-05 09:04:26 main:574] : INFO : Epoch 1939 | loss: 0.0311562 | val_loss: 0.0311692 | Time: 2316.93 ms [2021-12-05 09:04:28 main:574] : INFO : Epoch 1940 | loss: 0.0311559 | val_loss: 0.0311671 | Time: 2351.42 ms [2021-12-05 09:04:31 main:574] : INFO : Epoch 1941 | loss: 0.0311537 | val_loss: 0.031166 | Time: 2275.76 ms [2021-12-05 09:04:33 main:574] : INFO : Epoch 1942 | loss: 0.0311546 | val_loss: 0.0311652 | Time: 2369.55 ms [2021-12-05 09:04:35 main:574] : INFO : Epoch 1943 | loss: 0.0311532 | val_loss: 0.0311653 | Time: 2302.27 ms [2021-12-05 09:04:38 main:574] : INFO : Epoch 1944 | loss: 0.0311528 | val_loss: 0.0311657 | Time: 2286.07 ms [2021-12-05 09:04:40 main:574] : INFO : Epoch 1945 | loss: 0.0311526 | val_loss: 0.0311646 | Time: 2336.76 ms [2021-12-05 09:04:43 main:574] : INFO : Epoch 1946 | loss: 0.0311517 | val_loss: 0.0311658 | Time: 2366.85 ms [2021-12-05 09:04:45 main:574] : INFO : Epoch 1947 | loss: 0.031152 | val_loss: 0.0311671 | Time: 2383.42 ms [2021-12-05 09:04:47 main:574] : INFO : Epoch 1948 | loss: 0.0311543 | val_loss: 0.0311642 | Time: 2385.73 ms [2021-12-05 09:04:50 main:574] : INFO : Epoch 1949 | loss: 0.0311535 | val_loss: 0.0311667 | Time: 2390.86 ms [2021-12-05 09:04:52 main:574] : INFO : Epoch 1950 | loss: 0.031152 | val_loss: 0.0311651 | Time: 2277.95 ms [2021-12-05 09:04:54 main:574] : INFO : Epoch 1951 | loss: 0.0311524 | val_loss: 0.0311656 | Time: 2303.45 ms [2021-12-05 09:04:57 main:574] : INFO : Epoch 1952 | loss: 0.0311516 | val_loss: 0.0311664 | Time: 2282.7 ms [2021-12-05 09:04:59 main:574] : INFO : Epoch 1953 | loss: 0.0311521 | val_loss: 0.0311709 | Time: 2307.54 ms [2021-12-05 09:05:01 main:574] : INFO : Epoch 1954 | loss: 0.0311527 | val_loss: 0.0311689 | Time: 2259.83 ms [2021-12-05 09:05:04 main:574] : INFO : Epoch 1955 | loss: 0.0311509 | val_loss: 0.0311675 | Time: 2312.25 ms [2021-12-05 09:05:06 main:574] : INFO : Epoch 1956 | loss: 0.0311504 | val_loss: 0.0311641 | Time: 2410.56 ms [2021-12-05 09:05:08 main:574] : INFO : Epoch 1957 | loss: 0.0311517 | val_loss: 0.031167 | Time: 2333.9 ms [2021-12-05 09:05:11 main:574] : INFO : Epoch 1958 | loss: 0.03115 | val_loss: 0.0311686 | Time: 2365.63 ms [2021-12-05 09:05:13 main:574] : INFO : Epoch 1959 | loss: 0.0311505 | val_loss: 0.0311726 | Time: 2286.33 ms [2021-12-05 09:05:16 main:574] : INFO : Epoch 1960 | loss: 0.0311506 | val_loss: 0.0311672 | Time: 2328.65 ms [2021-12-05 09:05:18 main:574] : INFO : Epoch 1961 | loss: 0.0311487 | val_loss: 0.0311674 | Time: 2387.31 ms [2021-12-05 09:05:20 main:574] : INFO : Epoch 1962 | loss: 0.0311486 | val_loss: 0.031168 | Time: 2359.15 ms [2021-12-05 09:05:23 main:574] : INFO : Epoch 1963 | loss: 0.0311521 | val_loss: 0.0311682 | Time: 2266.26 ms [2021-12-05 09:05:25 main:574] : INFO : Epoch 1964 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 2297.85 ms [2021-12-05 09:05:27 main:574] : INFO : Epoch 1965 | loss: 0.031152 | val_loss: 0.0311654 | Time: 2265.48 ms [2021-12-05 09:05:30 main:574] : INFO : Epoch 1966 | loss: 0.0311509 | val_loss: 0.0311646 | Time: 2279.69 ms [2021-12-05 09:05:32 main:574] : INFO : Epoch 1967 | loss: 0.0311499 | val_loss: 0.0311672 | Time: 2311.26 ms [2021-12-05 09:05:34 main:574] : INFO : Epoch 1968 | loss: 0.031151 | val_loss: 0.0311682 | Time: 2424.23 ms [2021-12-05 09:05:37 main:574] : INFO : Epoch 1969 | loss: 0.0311511 | val_loss: 0.0311677 | Time: 2300.08 ms [2021-12-05 09:05:39 main:574] : INFO : Epoch 1970 | loss: 0.0311537 | val_loss: 0.0311685 | Time: 2302.51 ms [2021-12-05 09:05:41 main:574] : INFO : Epoch 1971 | loss: 0.0311514 | val_loss: 0.0311698 | Time: 2242.99 ms [2021-12-05 09:05:44 main:574] : INFO : Epoch 1972 | loss: 0.0311507 | val_loss: 0.0311668 | Time: 2248.75 ms [2021-12-05 09:05:46 main:574] : INFO : Epoch 1973 | loss: 0.0311512 | val_loss: 0.0311647 | Time: 2298.35 ms [2021-12-05 09:05:48 main:574] : INFO : Epoch 1974 | loss: 0.0311509 | val_loss: 0.0311681 | Time: 2344.69 ms [2021-12-05 09:05:51 main:574] : INFO : Epoch 1975 | loss: 0.0311538 | val_loss: 0.0311658 | Time: 2229.74 ms [2021-12-05 09:05:53 main:574] : INFO : Epoch 1976 | loss: 0.0311641 | val_loss: 0.0311662 | Time: 2255.27 ms [2021-12-05 09:05:55 main:574] : INFO : Epoch 1977 | loss: 0.0311629 | val_loss: 0.0311662 | Time: 2304.51 ms [2021-12-05 09:05:58 main:574] : INFO : Epoch 1978 | loss: 0.0311596 | val_loss: 0.0311802 | Time: 2280.51 ms [2021-12-05 09:06:00 main:574] : INFO : Epoch 1979 | loss: 0.0311662 | val_loss: 0.0311679 | Time: 2358.77 ms [2021-12-05 09:06:02 main:574] : INFO : Epoch 1980 | loss: 0.0311659 | val_loss: 0.0311688 | Time: 2381.36 ms [2021-12-05 09:06:05 main:574] : INFO : Epoch 1981 | loss: 0.0311604 | val_loss: 0.0311654 | Time: 2269.41 ms [2021-12-05 09:06:07 main:574] : INFO : Epoch 1982 | loss: 0.031161 | val_loss: 0.0311728 | Time: 2371.48 ms [2021-12-05 09:06:09 main:574] : INFO : Epoch 1983 | loss: 0.0311623 | val_loss: 0.0311683 | Time: 2341.59 ms [2021-12-05 09:06:12 main:574] : INFO : Epoch 1984 | loss: 0.0311598 | val_loss: 0.0311683 | Time: 2353.08 ms [2021-12-05 09:06:14 main:574] : INFO : Epoch 1985 | loss: 0.0311577 | val_loss: 0.0311656 | Time: 2359.38 ms [2021-12-05 09:06:17 main:574] : INFO : Epoch 1986 | loss: 0.031155 | val_loss: 0.0311652 | Time: 2345.44 ms [2021-12-05 09:06:19 main:574] : INFO : Epoch 1987 | loss: 0.0311567 | val_loss: 0.0311692 | Time: 2294.69 ms [2021-12-05 09:06:21 main:574] : INFO : Epoch 1988 | loss: 0.0311544 | val_loss: 0.0311647 | Time: 2362.5 ms [2021-12-05 09:06:24 main:574] : INFO : Epoch 1989 | loss: 0.0311533 | val_loss: 0.0311657 | Time: 2328.65 ms [2021-12-05 09:06:26 main:574] : INFO : Epoch 1990 | loss: 0.0311533 | val_loss: 0.0311649 | Time: 2286.6 ms [2021-12-05 09:06:28 main:574] : INFO : Epoch 1991 | loss: 0.0311533 | val_loss: 0.0311668 | Time: 2272.95 ms [2021-12-05 09:06:31 main:574] : INFO : Epoch 1992 | loss: 0.0311538 | val_loss: 0.0311658 | Time: 2380.81 ms [2021-12-05 09:06:33 main:574] : INFO : Epoch 1993 | loss: 0.0311536 | val_loss: 0.0311659 | Time: 2369.58 ms [2021-12-05 09:06:35 main:574] : INFO : Epoch 1994 | loss: 0.0311555 | val_loss: 0.0311699 | Time: 2275.81 ms [2021-12-05 09:06:38 main:574] : INFO : Epoch 1995 | loss: 0.0311542 | val_loss: 0.0311638 | Time: 2428.71 ms [2021-12-05 09:06:40 main:574] : INFO : Epoch 1996 | loss: 0.031152 | val_loss: 0.0311653 | Time: 2294.62 ms [2021-12-05 09:06:43 main:574] : INFO : Epoch 1997 | loss: 0.031152 | val_loss: 0.0311646 | Time: 2262.77 ms [2021-12-05 09:06:45 main:574] : INFO : Epoch 1998 | loss: 0.0311522 | val_loss: 0.0311686 | Time: 2368.74 ms [2021-12-05 09:06:47 main:574] : INFO : Epoch 1999 | loss: 0.0311529 | val_loss: 0.031167 | Time: 2348.27 ms [2021-12-05 09:06:50 main:574] : INFO : Epoch 2000 | loss: 0.0311529 | val_loss: 0.0311661 | Time: 2248.56 ms [2021-12-05 09:06:52 main:574] : INFO : Epoch 2001 | loss: 0.0311547 | val_loss: 0.0311661 | Time: 2335.61 ms [2021-12-05 09:06:54 main:574] : INFO : Epoch 2002 | loss: 0.0311543 | val_loss: 0.0311657 | Time: 2266.91 ms [2021-12-05 09:06:57 main:574] : INFO : Epoch 2003 | loss: 0.031153 | val_loss: 0.031166 | Time: 2280.64 ms [2021-12-05 09:06:59 main:574] : INFO : Epoch 2004 | loss: 0.0311545 | val_loss: 0.0311741 | Time: 2313.64 ms [2021-12-05 09:07:01 main:574] : INFO : Epoch 2005 | loss: 0.0311569 | val_loss: 0.0311662 | Time: 2342.13 ms [2021-12-05 09:07:04 main:574] : INFO : Epoch 2006 | loss: 0.0311543 | val_loss: 0.031166 | Time: 2374.43 ms [2021-12-05 09:07:06 main:574] : INFO : Epoch 2007 | loss: 0.0311532 | val_loss: 0.031166 | Time: 2311.92 ms [2021-12-05 09:07:08 main:574] : INFO : Epoch 2008 | loss: 0.0311517 | val_loss: 0.0311646 | Time: 2348.31 ms [2021-12-05 09:07:11 main:574] : INFO : Epoch 2009 | loss: 0.0311521 | val_loss: 0.0311651 | Time: 2276.2 ms [2021-12-05 09:07:13 main:574] : INFO : Epoch 2010 | loss: 0.0311512 | val_loss: 0.0311664 | Time: 2330.07 ms [2021-12-05 09:07:15 main:574] : INFO : Epoch 2011 | loss: 0.0311502 | val_loss: 0.0311656 | Time: 2244.85 ms [2021-12-05 09:07:18 main:574] : INFO : Epoch 2012 | loss: 0.0311511 | val_loss: 0.0311658 | Time: 2385.73 ms [2021-12-05 09:07:20 main:574] : INFO : Epoch 2013 | loss: 0.0311511 | val_loss: 0.0311669 | Time: 2267.75 ms [2021-12-05 09:07:22 main:574] : INFO : Epoch 2014 | loss: 0.0311503 | val_loss: 0.0311725 | Time: 2332.83 ms [2021-12-05 09:07:25 main:574] : INFO : Epoch 2015 | loss: 0.0311519 | val_loss: 0.0311667 | Time: 2267.02 ms [2021-12-05 09:07:27 main:574] : INFO : Epoch 2016 | loss: 0.0311523 | val_loss: 0.0311648 | Time: 2283.11 ms [2021-12-05 09:07:29 main:574] : INFO : Epoch 2017 | loss: 0.0311501 | val_loss: 0.0311672 | Time: 2431.71 ms [2021-12-05 09:07:32 main:574] : INFO : Epoch 2018 | loss: 0.031149 | val_loss: 0.0311674 | Time: 2363.95 ms [2021-12-05 09:07:34 main:574] : INFO : Epoch 2019 | loss: 0.0311481 | val_loss: 0.0311674 | Time: 2433.29 ms [2021-12-05 09:07:37 main:574] : INFO : Epoch 2020 | loss: 0.0311515 | val_loss: 0.0311666 | Time: 2305.22 ms [2021-12-05 09:07:39 main:574] : INFO : Epoch 2021 | loss: 0.0311495 | val_loss: 0.0311653 | Time: 2412.19 ms [2021-12-05 09:07:42 main:574] : INFO : Epoch 2022 | loss: 0.0311534 | val_loss: 0.0311691 | Time: 2362.38 ms [2021-12-05 09:07:44 main:574] : INFO : Epoch 2023 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 2244.43 ms [2021-12-05 09:07:46 main:574] : INFO : Epoch 2024 | loss: 0.0311548 | val_loss: 0.0311712 | Time: 2358.11 ms [2021-12-05 09:07:49 main:574] : INFO : Epoch 2025 | loss: 0.0311533 | val_loss: 0.0311667 | Time: 2312.86 ms [2021-12-05 09:07:51 main:574] : INFO : Epoch 2026 | loss: 0.0311508 | val_loss: 0.0311673 | Time: 2253.84 ms [2021-12-05 09:07:53 main:574] : INFO : Epoch 2027 | loss: 0.0311504 | val_loss: 0.0311691 | Time: 2302.98 ms [2021-12-05 09:07:56 main:574] : INFO : Epoch 2028 | loss: 0.0311511 | val_loss: 0.0311646 | Time: 2365.62 ms [2021-12-05 09:07:58 main:574] : INFO : Epoch 2029 | loss: 0.0311558 | val_loss: 0.0311646 | Time: 2274.49 ms [2021-12-05 09:08:00 main:574] : INFO : Epoch 2030 | loss: 0.0311558 | val_loss: 0.0311635 | Time: 2286.45 ms [2021-12-05 09:08:03 main:574] : INFO : Epoch 2031 | loss: 0.0311566 | val_loss: 0.0311651 | Time: 2292.61 ms [2021-12-05 09:08:05 main:574] : INFO : Epoch 2032 | loss: 0.0311545 | val_loss: 0.0311665 | Time: 2314.01 ms [2021-12-05 09:08:07 main:574] : INFO : Epoch 2033 | loss: 0.0311532 | val_loss: 0.0311724 | Time: 2317.41 ms [2021-12-05 09:08:10 main:574] : INFO : Epoch 2034 | loss: 0.0311543 | val_loss: 0.0311658 | Time: 2326.11 ms [2021-12-05 09:08:12 main:574] : INFO : Epoch 2035 | loss: 0.0311519 | val_loss: 0.0311681 | Time: 2411.68 ms [2021-12-05 09:08:15 main:574] : INFO : Epoch 2036 | loss: 0.031153 | val_loss: 0.031164 | Time: 2344.57 ms [2021-12-05 09:08:17 main:574] : INFO : Epoch 2037 | loss: 0.0311518 | val_loss: 0.0311649 | Time: 2315.84 ms [2021-12-05 09:08:19 main:574] : INFO : Epoch 2038 | loss: 0.0311521 | val_loss: 0.031164 | Time: 2388.55 ms [2021-12-05 09:08:22 main:574] : INFO : Epoch 2039 | loss: 0.0311508 | val_loss: 0.0311645 | Time: 2378.59 ms [2021-12-05 09:08:24 main:574] : INFO : Epoch 2040 | loss: 0.03115 | val_loss: 0.0311637 | Time: 2286.28 ms [2021-12-05 09:08:26 main:574] : INFO : Epoch 2041 | loss: 0.03115 | val_loss: 0.031164 | Time: 2256.39 ms [2021-12-05 09:08:29 main:574] : INFO : Epoch 2042 | loss: 0.0311478 | val_loss: 0.031165 | Time: 2348.63 ms [2021-12-05 09:08:31 main:574] : INFO : Epoch 2043 | loss: 0.0311471 | val_loss: 0.0311655 | Time: 2381.65 ms [2021-12-05 09:08:33 main:574] : INFO : Epoch 2044 | loss: 0.0311473 | val_loss: 0.0311659 | Time: 2263.19 ms [2021-12-05 09:08:36 main:574] : INFO : Epoch 2045 | loss: 0.03115 | val_loss: 0.0311665 | Time: 2279.62 ms [2021-12-05 09:08:38 main:574] : INFO : Epoch 2046 | loss: 0.03115 | val_loss: 0.0311679 | Time: 2318.02 ms [2021-12-05 09:08:40 main:574] : INFO : Epoch 2047 | loss: 0.0311521 | val_loss: 0.0311688 | Time: 2305.56 ms [2021-12-05 09:08:43 main:574] : INFO : Epoch 2048 | loss: 0.0311482 | val_loss: 0.0311655 | Time: 2383.24 ms [2021-12-05 09:08:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311655 [2021-12-05 09:08:43 main:603] : INFO : Saving end state to config to file [2021-12-05 09:08:43 main:608] : INFO : Success, exiting.. 09:08:43 (22552): 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)