Task 14383146
| Name | ParityModified-1647047538-27850-3-0_0 |
| Workunit | 11428048 |
| Created | 5 Apr 2022, 15:42:04 UTC |
| Sent | 10 Apr 2022, 16:11:12 UTC |
| Report deadline | 18 Apr 2022, 16:11:12 UTC |
| Received | 10 Apr 2022, 19:05:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6082 |
| Run time | 1 hours 17 min 56 sec |
| CPU time | 1 hours 4 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,565.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311683 | val_loss: 0.0311708 | Time: 2276.78 ms
[2022-04-10 12:45:41 main:574] : INFO : Epoch 1543 | loss: 0.0311682 | val_loss: 0.0311741 | Time: 2550.51 ms
[2022-04-10 12:45:43 main:574] : INFO : Epoch 1544 | loss: 0.0311679 | val_loss: 0.0311745 | Time: 2658.49 ms
[2022-04-10 12:45:46 main:574] : INFO : Epoch 1545 | loss: 0.031168 | val_loss: 0.0311723 | Time: 2470.94 ms
[2022-04-10 12:45:48 main:574] : INFO : Epoch 1546 | loss: 0.0311663 | val_loss: 0.0311742 | Time: 2318.56 ms
[2022-04-10 12:45:51 main:574] : INFO : Epoch 1547 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 2443.3 ms
[2022-04-10 12:45:53 main:574] : INFO : Epoch 1548 | loss: 0.0311668 | val_loss: 0.0311719 | Time: 2311.23 ms
[2022-04-10 12:45:56 main:574] : INFO : Epoch 1549 | loss: 0.0311667 | val_loss: 0.031172 | Time: 2570.89 ms
[2022-04-10 12:45:58 main:574] : INFO : Epoch 1550 | loss: 0.0311701 | val_loss: 0.0311739 | Time: 2467.82 ms
[2022-04-10 12:46:01 main:574] : INFO : Epoch 1551 | loss: 0.0311696 | val_loss: 0.0311732 | Time: 2383.39 ms
[2022-04-10 12:46:03 main:574] : INFO : Epoch 1552 | loss: 0.0311678 | val_loss: 0.0311735 | Time: 2332.73 ms
[2022-04-10 12:46:05 main:574] : INFO : Epoch 1553 | loss: 0.0311687 | val_loss: 0.0311721 | Time: 2393.99 ms
[2022-04-10 12:46:08 main:574] : INFO : Epoch 1554 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 2306.91 ms
[2022-04-10 12:46:10 main:574] : INFO : Epoch 1555 | loss: 0.0311672 | val_loss: 0.0311746 | Time: 2259.18 ms
[2022-04-10 12:46:12 main:574] : INFO : Epoch 1556 | loss: 0.0311666 | val_loss: 0.0311713 | Time: 2251.08 ms
[2022-04-10 12:46:14 main:574] : INFO : Epoch 1557 | loss: 0.0311674 | val_loss: 0.0311736 | Time: 2234.64 ms
[2022-04-10 12:46:17 main:574] : INFO : Epoch 1558 | loss: 0.0311683 | val_loss: 0.031172 | Time: 2330.95 ms
[2022-04-10 12:46:19 main:574] : INFO : Epoch 1559 | loss: 0.0311691 | val_loss: 0.0311713 | Time: 2378.36 ms
[2022-04-10 12:46:22 main:574] : INFO : Epoch 1560 | loss: 0.0311668 | val_loss: 0.0311753 | Time: 2335.34 ms
[2022-04-10 12:46:24 main:574] : INFO : Epoch 1561 | loss: 0.031166 | val_loss: 0.0311713 | Time: 2322.08 ms
[2022-04-10 12:46:26 main:574] : INFO : Epoch 1562 | loss: 0.0311645 | val_loss: 0.0311726 | Time: 2473.5 ms
[2022-04-10 12:46:29 main:574] : INFO : Epoch 1563 | loss: 0.0311642 | val_loss: 0.031173 | Time: 2416.97 ms
[2022-04-10 12:46:31 main:574] : INFO : Epoch 1564 | loss: 0.0311673 | val_loss: 0.0311748 | Time: 2312.76 ms
[2022-04-10 12:46:34 main:574] : INFO : Epoch 1565 | loss: 0.0311687 | val_loss: 0.0311735 | Time: 2463.7 ms
[2022-04-10 12:46:36 main:574] : INFO : Epoch 1566 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 2266.44 ms
[2022-04-10 12:46:38 main:574] : INFO : Epoch 1567 | loss: 0.0311667 | val_loss: 0.0311736 | Time: 2251.65 ms
[2022-04-10 12:46:41 main:574] : INFO : Epoch 1568 | loss: 0.0311656 | val_loss: 0.0311736 | Time: 2332.09 ms
[2022-04-10 12:46:43 main:574] : INFO : Epoch 1569 | loss: 0.0311658 | val_loss: 0.031174 | Time: 2323.83 ms
[2022-04-10 12:46:45 main:574] : INFO : Epoch 1570 | loss: 0.0311692 | val_loss: 0.0311727 | Time: 2503.91 ms
[2022-04-10 12:46:48 main:574] : INFO : Epoch 1571 | loss: 0.0311674 | val_loss: 0.0311734 | Time: 2239.4 ms
[2022-04-10 12:46:50 main:574] : INFO : Epoch 1572 | loss: 0.0311682 | val_loss: 0.0311733 | Time: 2216.85 ms
[2022-04-10 12:46:52 main:574] : INFO : Epoch 1573 | loss: 0.0311677 | val_loss: 0.0311738 | Time: 2272.47 ms
[2022-04-10 12:46:54 main:574] : INFO : Epoch 1574 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 2237.25 ms
[2022-04-10 12:46:57 main:574] : INFO : Epoch 1575 | loss: 0.0311657 | val_loss: 0.0311731 | Time: 2241.1 ms
[2022-04-10 12:46:59 main:574] : INFO : Epoch 1576 | loss: 0.0311651 | val_loss: 0.0311726 | Time: 2285.49 ms
[2022-04-10 12:47:01 main:574] : INFO : Epoch 1577 | loss: 0.0311651 | val_loss: 0.0311782 | Time: 2237.89 ms
[2022-04-10 12:47:03 main:574] : INFO : Epoch 1578 | loss: 0.0311646 | val_loss: 0.0311742 | Time: 2310.57 ms
[2022-04-10 12:47:06 main:574] : INFO : Epoch 1579 | loss: 0.0311661 | val_loss: 0.0311755 | Time: 2262.56 ms
[2022-04-10 12:47:08 main:574] : INFO : Epoch 1580 | loss: 0.0311646 | val_loss: 0.0311731 | Time: 2241.14 ms
[2022-04-10 12:47:10 main:574] : INFO : Epoch 1581 | loss: 0.031164 | val_loss: 0.0311729 | Time: 2323.2 ms
[2022-04-10 12:47:13 main:574] : INFO : Epoch 1582 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 2350.36 ms
[2022-04-10 12:47:15 main:574] : INFO : Epoch 1583 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 2298.81 ms
[2022-04-10 12:47:17 main:574] : INFO : Epoch 1584 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 2204.2 ms
[2022-04-10 12:47:19 main:574] : INFO : Epoch 1585 | loss: 0.0311657 | val_loss: 0.0311744 | Time: 2227.9 ms
[2022-04-10 12:47:22 main:574] : INFO : Epoch 1586 | loss: 0.0311671 | val_loss: 0.0311731 | Time: 2245.94 ms
[2022-04-10 12:47:24 main:574] : INFO : Epoch 1587 | loss: 0.0311661 | val_loss: 0.031171 | Time: 2220.94 ms
[2022-04-10 12:47:26 main:574] : INFO : Epoch 1588 | loss: 0.0311643 | val_loss: 0.0311733 | Time: 2266.73 ms
[2022-04-10 12:47:29 main:574] : INFO : Epoch 1589 | loss: 0.0311631 | val_loss: 0.0311753 | Time: 2288.64 ms
[2022-04-10 12:47:31 main:574] : INFO : Epoch 1590 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 2373.18 ms
[2022-04-10 12:47:33 main:574] : INFO : Epoch 1591 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 2340.74 ms
[2022-04-10 12:47:36 main:574] : INFO : Epoch 1592 | loss: 0.0311629 | val_loss: 0.0311714 | Time: 2218.46 ms
[2022-04-10 12:47:38 main:574] : INFO : Epoch 1593 | loss: 0.031162 | val_loss: 0.0311705 | Time: 2478.35 ms
[2022-04-10 12:47:40 main:574] : INFO : Epoch 1594 | loss: 0.0311612 | val_loss: 0.0311721 | Time: 2277.99 ms
[2022-04-10 12:47:43 main:574] : INFO : Epoch 1595 | loss: 0.0311619 | val_loss: 0.031173 | Time: 2285.2 ms
[2022-04-10 12:47:45 main:574] : INFO : Epoch 1596 | loss: 0.0311621 | val_loss: 0.0311747 | Time: 2193.57 ms
[2022-04-10 12:47:47 main:574] : INFO : Epoch 1597 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 2281.56 ms
[2022-04-10 12:47:49 main:574] : INFO : Epoch 1598 | loss: 0.0311631 | val_loss: 0.031173 | Time: 2311.88 ms
[2022-04-10 12:47:52 main:574] : INFO : Epoch 1599 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 2358.37 ms
[2022-04-10 12:47:54 main:574] : INFO : Epoch 1600 | loss: 0.0311624 | val_loss: 0.0311721 | Time: 2227.95 ms
[2022-04-10 12:47:56 main:574] : INFO : Epoch 1601 | loss: 0.0311625 | val_loss: 0.0311761 | Time: 2277.02 ms
[2022-04-10 12:47:59 main:574] : INFO : Epoch 1602 | loss: 0.0311635 | val_loss: 0.0311784 | Time: 2217.49 ms
[2022-04-10 12:48:01 main:574] : INFO : Epoch 1603 | loss: 0.0311622 | val_loss: 0.0311721 | Time: 2199.12 ms
[2022-04-10 12:48:03 main:574] : INFO : Epoch 1604 | loss: 0.031162 | val_loss: 0.0311711 | Time: 2267.36 ms
[2022-04-10 12:48:05 main:574] : INFO : Epoch 1605 | loss: 0.0311621 | val_loss: 0.0311724 | Time: 2215.04 ms
[2022-04-10 12:48:08 main:574] : INFO : Epoch 1606 | loss: 0.0311671 | val_loss: 0.0311865 | Time: 2215.58 ms
[2022-04-10 12:48:10 main:574] : INFO : Epoch 1607 | loss: 0.0311677 | val_loss: 0.031178 | Time: 2309.09 ms
[2022-04-10 12:48:12 main:574] : INFO : Epoch 1608 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 2245.25 ms
[2022-04-10 12:48:15 main:574] : INFO : Epoch 1609 | loss: 0.0311633 | val_loss: 0.031187 | Time: 2402.9 ms
[2022-04-10 12:48:17 main:574] : INFO : Epoch 1610 | loss: 0.0311623 | val_loss: 0.0311835 | Time: 2270.25 ms
[2022-04-10 12:48:19 main:574] : INFO : Epoch 1611 | loss: 0.0311625 | val_loss: 0.0311843 | Time: 2286.62 ms
[2022-04-10 12:48:21 main:574] : INFO : Epoch 1612 | loss: 0.0311621 | val_loss: 0.0311827 | Time: 2245.48 ms
[2022-04-10 12:48:24 main:574] : INFO : Epoch 1613 | loss: 0.0311623 | val_loss: 0.0311717 | Time: 2248.79 ms
[2022-04-10 12:48:26 main:574] : INFO : Epoch 1614 | loss: 0.0311644 | val_loss: 0.0311712 | Time: 2277.5 ms
[2022-04-10 12:48:28 main:574] : INFO : Epoch 1615 | loss: 0.0311649 | val_loss: 0.0311716 | Time: 2327.28 ms
[2022-04-10 12:48:31 main:574] : INFO : Epoch 1616 | loss: 0.031162 | val_loss: 0.0311787 | Time: 2265.15 ms
[2022-04-10 12:48:33 main:574] : INFO : Epoch 1617 | loss: 0.0311619 | val_loss: 0.0311706 | Time: 2401.17 ms
[2022-04-10 12:48:35 main:574] : INFO : Epoch 1618 | loss: 0.0311616 | val_loss: 0.0311728 | Time: 2413.74 ms
[2022-04-10 12:48:38 main:574] : INFO : Epoch 1619 | loss: 0.0311611 | val_loss: 0.0311733 | Time: 2285.05 ms
[2022-04-10 12:48:40 main:574] : INFO : Epoch 1620 | loss: 0.0311622 | val_loss: 0.031172 | Time: 2317.04 ms
[2022-04-10 12:48:42 main:574] : INFO : Epoch 1621 | loss: 0.0311651 | val_loss: 0.0311779 | Time: 2287.84 ms
[2022-04-10 12:48:45 main:574] : INFO : Epoch 1622 | loss: 0.0311656 | val_loss: 0.0311761 | Time: 2245.6 ms
[2022-04-10 12:48:47 main:574] : INFO : Epoch 1623 | loss: 0.0311641 | val_loss: 0.0311811 | Time: 2302.96 ms
[2022-04-10 12:48:49 main:574] : INFO : Epoch 1624 | loss: 0.0311634 | val_loss: 0.0311853 | Time: 2210.13 ms
[2022-04-10 12:48:51 main:574] : INFO : Epoch 1625 | loss: 0.0311641 | val_loss: 0.0311745 | Time: 2261.61 ms
[2022-04-10 12:48:54 main:574] : INFO : Epoch 1626 | loss: 0.0311772 | val_loss: 0.0311726 | Time: 2225.11 ms
[2022-04-10 12:48:56 main:574] : INFO : Epoch 1627 | loss: 0.0311734 | val_loss: 0.0311722 | Time: 2589.03 ms
[2022-04-10 12:48:59 main:574] : INFO : Epoch 1628 | loss: 0.0311732 | val_loss: 0.0311727 | Time: 2685.68 ms
[2022-04-10 12:49:02 main:574] : INFO : Epoch 1629 | loss: 0.0311721 | val_loss: 0.0311717 | Time: 2649.64 ms
[2022-04-10 12:49:04 main:574] : INFO : Epoch 1630 | loss: 0.0311712 | val_loss: 0.0311697 | Time: 2293.07 ms
[2022-04-10 12:49:06 main:574] : INFO : Epoch 1631 | loss: 0.0311695 | val_loss: 0.0311686 | Time: 2345.24 ms
[2022-04-10 12:49:09 main:574] : INFO : Epoch 1632 | loss: 0.0311695 | val_loss: 0.0311691 | Time: 2912.42 ms
[2022-04-10 12:49:12 main:574] : INFO : Epoch 1633 | loss: 0.0311683 | val_loss: 0.0311693 | Time: 2604.97 ms
[2022-04-10 12:49:14 main:574] : INFO : Epoch 1634 | loss: 0.0311685 | val_loss: 0.0311676 | Time: 2271.58 ms
[2022-04-10 12:49:16 main:574] : INFO : Epoch 1635 | loss: 0.0311668 | val_loss: 0.031169 | Time: 2354.35 ms
[2022-04-10 12:49:19 main:574] : INFO : Epoch 1636 | loss: 0.031167 | val_loss: 0.0311687 | Time: 2280.74 ms
[2022-04-10 12:49:21 main:574] : INFO : Epoch 1637 | loss: 0.0311666 | val_loss: 0.0311695 | Time: 2266.71 ms
[2022-04-10 12:49:23 main:574] : INFO : Epoch 1638 | loss: 0.0311671 | val_loss: 0.031169 | Time: 2273.66 ms
[2022-04-10 12:49:26 main:574] : INFO : Epoch 1639 | loss: 0.0311707 | val_loss: 0.0311785 | Time: 2347.56 ms
[2022-04-10 12:49:28 main:574] : INFO : Epoch 1640 | loss: 0.0311738 | val_loss: 0.0311758 | Time: 2308.76 ms
[2022-04-10 12:49:30 main:574] : INFO : Epoch 1641 | loss: 0.0311729 | val_loss: 0.0311784 | Time: 2271.22 ms
[2022-04-10 12:49:33 main:574] : INFO : Epoch 1642 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 2333.17 ms
[2022-04-10 12:49:35 main:574] : INFO : Epoch 1643 | loss: 0.03117 | val_loss: 0.0311747 | Time: 2430.03 ms
[2022-04-10 12:49:38 main:574] : INFO : Epoch 1644 | loss: 0.0311695 | val_loss: 0.0311737 | Time: 2411.86 ms
[2022-04-10 12:49:40 main:574] : INFO : Epoch 1645 | loss: 0.0311694 | val_loss: 0.0311778 | Time: 2266.88 ms
[2022-04-10 12:49:42 main:574] : INFO : Epoch 1646 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 2248.12 ms
[2022-04-10 12:49:44 main:574] : INFO : Epoch 1647 | loss: 0.0311714 | val_loss: 0.0311841 | Time: 2310.55 ms
[2022-04-10 12:49:47 main:574] : INFO : Epoch 1648 | loss: 0.0311754 | val_loss: 0.0311755 | Time: 2316.71 ms
[2022-04-10 12:49:49 main:574] : INFO : Epoch 1649 | loss: 0.0311701 | val_loss: 0.0311748 | Time: 2302.25 ms
[2022-04-10 12:49:51 main:574] : INFO : Epoch 1650 | loss: 0.0311693 | val_loss: 0.0311744 | Time: 2322.27 ms
[2022-04-10 12:49:54 main:574] : INFO : Epoch 1651 | loss: 0.0311682 | val_loss: 0.0311762 | Time: 2212.02 ms
[2022-04-10 12:49:56 main:574] : INFO : Epoch 1652 | loss: 0.0311678 | val_loss: 0.0311774 | Time: 2262.75 ms
[2022-04-10 12:49:58 main:574] : INFO : Epoch 1653 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 2490.92 ms
[2022-04-10 12:50:01 main:574] : INFO : Epoch 1654 | loss: 0.0311672 | val_loss: 0.0311757 | Time: 2261.41 ms
[2022-04-10 12:50:03 main:574] : INFO : Epoch 1655 | loss: 0.0311696 | val_loss: 0.0311729 | Time: 2285.94 ms
[2022-04-10 12:50:05 main:574] : INFO : Epoch 1656 | loss: 0.0311684 | val_loss: 0.031172 | Time: 2229.65 ms
[2022-04-10 12:50:08 main:574] : INFO : Epoch 1657 | loss: 0.0311671 | val_loss: 0.031172 | Time: 2388.03 ms
[2022-04-10 12:50:10 main:574] : INFO : Epoch 1658 | loss: 0.0311673 | val_loss: 0.0311732 | Time: 2272 ms
[2022-04-10 12:50:12 main:574] : INFO : Epoch 1659 | loss: 0.0311659 | val_loss: 0.0311708 | Time: 2251.86 ms
[2022-04-10 12:50:14 main:574] : INFO : Epoch 1660 | loss: 0.0311659 | val_loss: 0.0311705 | Time: 2257.99 ms
[2022-04-10 12:50:17 main:574] : INFO : Epoch 1661 | loss: 0.0311667 | val_loss: 0.0311727 | Time: 2268.35 ms
[2022-04-10 12:50:19 main:574] : INFO : Epoch 1662 | loss: 0.0311658 | val_loss: 0.0311732 | Time: 2354.72 ms
[2022-04-10 12:50:21 main:574] : INFO : Epoch 1663 | loss: 0.031166 | val_loss: 0.0311712 | Time: 2317.56 ms
[2022-04-10 12:50:24 main:574] : INFO : Epoch 1664 | loss: 0.0311647 | val_loss: 0.031169 | Time: 2252.15 ms
[2022-04-10 12:50:26 main:574] : INFO : Epoch 1665 | loss: 0.031164 | val_loss: 0.0311686 | Time: 2411.28 ms
[2022-04-10 12:50:29 main:574] : INFO : Epoch 1666 | loss: 0.0311648 | val_loss: 0.0311688 | Time: 2466.46 ms
[2022-04-10 12:50:31 main:574] : INFO : Epoch 1667 | loss: 0.031165 | val_loss: 0.0311694 | Time: 2259.91 ms
[2022-04-10 12:50:33 main:574] : INFO : Epoch 1668 | loss: 0.0311647 | val_loss: 0.0311688 | Time: 2275.89 ms
[2022-04-10 12:50:35 main:574] : INFO : Epoch 1669 | loss: 0.031166 | val_loss: 0.0311698 | Time: 2227.43 ms
[2022-04-10 12:50:38 main:574] : INFO : Epoch 1670 | loss: 0.0311689 | val_loss: 0.0311704 | Time: 2240.38 ms
[2022-04-10 12:50:40 main:574] : INFO : Epoch 1671 | loss: 0.0311684 | val_loss: 0.0311699 | Time: 2269.32 ms
[2022-04-10 12:50:42 main:574] : INFO : Epoch 1672 | loss: 0.0311674 | val_loss: 0.0311696 | Time: 2274.6 ms
[2022-04-10 12:50:44 main:574] : INFO : Epoch 1673 | loss: 0.0311672 | val_loss: 0.0311691 | Time: 2315.69 ms
[2022-04-10 12:50:47 main:574] : INFO : Epoch 1674 | loss: 0.0311672 | val_loss: 0.0311711 | Time: 2329.3 ms
[2022-04-10 12:50:49 main:574] : INFO : Epoch 1675 | loss: 0.0311664 | val_loss: 0.0311694 | Time: 2412.39 ms
[2022-04-10 12:50:51 main:574] : INFO : Epoch 1676 | loss: 0.0311655 | val_loss: 0.0311681 | Time: 2241.37 ms
[2022-04-10 12:50:54 main:574] : INFO : Epoch 1677 | loss: 0.031168 | val_loss: 0.0311675 | Time: 2235.69 ms
[2022-04-10 12:50:56 main:574] : INFO : Epoch 1678 | loss: 0.0311662 | val_loss: 0.0311703 | Time: 2385.39 ms
[2022-04-10 12:50:58 main:574] : INFO : Epoch 1679 | loss: 0.0311664 | val_loss: 0.0311714 | Time: 2303.57 ms
[2022-04-10 12:51:01 main:574] : INFO : Epoch 1680 | loss: 0.0311657 | val_loss: 0.031169 | Time: 2289.07 ms
[2022-04-10 12:51:03 main:574] : INFO : Epoch 1681 | loss: 0.0311657 | val_loss: 0.0311763 | Time: 2407.05 ms
[2022-04-10 12:51:06 main:574] : INFO : Epoch 1682 | loss: 0.0311669 | val_loss: 0.0311737 | Time: 2288.94 ms
[2022-04-10 12:51:08 main:574] : INFO : Epoch 1683 | loss: 0.0311657 | val_loss: 0.0311697 | Time: 2337.6 ms
[2022-04-10 12:51:10 main:574] : INFO : Epoch 1684 | loss: 0.0311632 | val_loss: 0.0311685 | Time: 2283.64 ms
[2022-04-10 12:51:13 main:574] : INFO : Epoch 1685 | loss: 0.0311631 | val_loss: 0.031167 | Time: 2335.92 ms
[2022-04-10 12:51:15 main:574] : INFO : Epoch 1686 | loss: 0.0311624 | val_loss: 0.0311674 | Time: 2269.46 ms
[2022-04-10 12:51:17 main:574] : INFO : Epoch 1687 | loss: 0.0311658 | val_loss: 0.0311689 | Time: 2257.02 ms
[2022-04-10 12:51:19 main:574] : INFO : Epoch 1688 | loss: 0.0311632 | val_loss: 0.031168 | Time: 2269.05 ms
[2022-04-10 12:51:22 main:574] : INFO : Epoch 1689 | loss: 0.0311622 | val_loss: 0.0311674 | Time: 2236.42 ms
[2022-04-10 12:51:24 main:574] : INFO : Epoch 1690 | loss: 0.0311638 | val_loss: 0.0311706 | Time: 2301.55 ms
[2022-04-10 12:51:26 main:574] : INFO : Epoch 1691 | loss: 0.0311628 | val_loss: 0.0311687 | Time: 2261.03 ms
[2022-04-10 12:51:28 main:574] : INFO : Epoch 1692 | loss: 0.0311651 | val_loss: 0.031168 | Time: 2279.26 ms
[2022-04-10 12:51:31 main:574] : INFO : Epoch 1693 | loss: 0.0311632 | val_loss: 0.0311665 | Time: 2331.49 ms
[2022-04-10 12:51:33 main:574] : INFO : Epoch 1694 | loss: 0.0311615 | val_loss: 0.0311682 | Time: 2294.33 ms
[2022-04-10 12:51:35 main:574] : INFO : Epoch 1695 | loss: 0.0311619 | val_loss: 0.0311671 | Time: 2303.37 ms
[2022-04-10 12:51:38 main:574] : INFO : Epoch 1696 | loss: 0.0311617 | val_loss: 0.0311712 | Time: 2317.61 ms
[2022-04-10 12:51:40 main:574] : INFO : Epoch 1697 | loss: 0.0311622 | val_loss: 0.0311674 | Time: 2352.56 ms
[2022-04-10 12:51:42 main:574] : INFO : Epoch 1698 | loss: 0.0311606 | val_loss: 0.0311673 | Time: 2318.2 ms
[2022-04-10 12:51:45 main:574] : INFO : Epoch 1699 | loss: 0.0311605 | val_loss: 0.0311699 | Time: 2302.77 ms
[2022-04-10 12:51:47 main:574] : INFO : Epoch 1700 | loss: 0.0311615 | val_loss: 0.0311679 | Time: 2359.36 ms
[2022-04-10 12:51:49 main:574] : INFO : Epoch 1701 | loss: 0.0311605 | val_loss: 0.0311677 | Time: 2301.18 ms
[2022-04-10 12:51:52 main:574] : INFO : Epoch 1702 | loss: 0.031161 | val_loss: 0.0311687 | Time: 2297.61 ms
[2022-04-10 12:51:54 main:574] : INFO : Epoch 1703 | loss: 0.0311612 | val_loss: 0.0311688 | Time: 2540.41 ms
[2022-04-10 12:51:57 main:574] : INFO : Epoch 1704 | loss: 0.0311613 | val_loss: 0.0311679 | Time: 2495.83 ms
[2022-04-10 12:51:59 main:574] : INFO : Epoch 1705 | loss: 0.0311601 | val_loss: 0.0311679 | Time: 2318.73 ms
[2022-04-10 12:52:01 main:574] : INFO : Epoch 1706 | loss: 0.0311596 | val_loss: 0.0311673 | Time: 2262.91 ms
[2022-04-10 12:52:04 main:574] : INFO : Epoch 1707 | loss: 0.03116 | val_loss: 0.0311678 | Time: 2285.15 ms
[2022-04-10 12:52:06 main:574] : INFO : Epoch 1708 | loss: 0.0311592 | val_loss: 0.0311702 | Time: 2262.65 ms
[2022-04-10 12:52:08 main:574] : INFO : Epoch 1709 | loss: 0.0311624 | val_loss: 0.0311699 | Time: 2246.96 ms
[2022-04-10 12:52:11 main:574] : INFO : Epoch 1710 | loss: 0.0311623 | val_loss: 0.0311656 | Time: 2331.66 ms
[2022-04-10 12:52:13 main:574] : INFO : Epoch 1711 | loss: 0.0311596 | val_loss: 0.0311655 | Time: 2377.52 ms
[2022-04-10 12:52:15 main:574] : INFO : Epoch 1712 | loss: 0.03116 | val_loss: 0.0311668 | Time: 2293.14 ms
[2022-04-10 12:52:18 main:574] : INFO : Epoch 1713 | loss: 0.031162 | val_loss: 0.0311684 | Time: 2360.29 ms
[2022-04-10 12:52:20 main:574] : INFO : Epoch 1714 | loss: 0.0311626 | val_loss: 0.0311674 | Time: 2258.82 ms
[2022-04-10 12:52:22 main:574] : INFO : Epoch 1715 | loss: 0.0311621 | val_loss: 0.0311663 | Time: 2261.74 ms
[2022-04-10 12:52:24 main:574] : INFO : Epoch 1716 | loss: 0.0311603 | val_loss: 0.0311656 | Time: 2213.04 ms
[2022-04-10 12:52:27 main:574] : INFO : Epoch 1717 | loss: 0.0311612 | val_loss: 0.031166 | Time: 2371.91 ms
[2022-04-10 12:52:29 main:574] : INFO : Epoch 1718 | loss: 0.0311613 | val_loss: 0.0311688 | Time: 2384.4 ms
[2022-04-10 12:52:32 main:574] : INFO : Epoch 1719 | loss: 0.0311634 | val_loss: 0.0311711 | Time: 2526.93 ms
[2022-04-10 12:52:34 main:574] : INFO : Epoch 1720 | loss: 0.0311647 | val_loss: 0.0311677 | Time: 2249.38 ms
[2022-04-10 12:52:36 main:574] : INFO : Epoch 1721 | loss: 0.0311615 | val_loss: 0.0311661 | Time: 2329.98 ms
[2022-04-10 12:52:39 main:574] : INFO : Epoch 1722 | loss: 0.0311603 | val_loss: 0.0311668 | Time: 2498.23 ms
[2022-04-10 12:52:42 main:574] : INFO : Epoch 1723 | loss: 0.0311605 | val_loss: 0.0311676 | Time: 2815.71 ms
[2022-04-10 12:52:44 main:574] : INFO : Epoch 1724 | loss: 0.03116 | val_loss: 0.0311666 | Time: 2541.45 ms
[2022-04-10 12:52:47 main:574] : INFO : Epoch 1725 | loss: 0.0311598 | val_loss: 0.0311647 | Time: 2361.68 ms
[2022-04-10 12:52:49 main:574] : INFO : Epoch 1726 | loss: 0.0311616 | val_loss: 0.0311661 | Time: 2278.71 ms
[2022-04-10 12:52:51 main:574] : INFO : Epoch 1727 | loss: 0.0311612 | val_loss: 0.0311645 | Time: 2378.28 ms
[2022-04-10 12:52:54 main:574] : INFO : Epoch 1728 | loss: 0.03116 | val_loss: 0.0311656 | Time: 2289.44 ms
[2022-04-10 12:52:56 main:574] : INFO : Epoch 1729 | loss: 0.0311599 | val_loss: 0.031172 | Time: 2258.35 ms
[2022-04-10 12:52:58 main:574] : INFO : Epoch 1730 | loss: 0.0311587 | val_loss: 0.0311636 | Time: 2265.11 ms
[2022-04-10 12:53:01 main:574] : INFO : Epoch 1731 | loss: 0.0311594 | val_loss: 0.0311639 | Time: 2323.38 ms
[2022-04-10 12:53:03 main:574] : INFO : Epoch 1732 | loss: 0.0311574 | val_loss: 0.0311645 | Time: 2285.72 ms
[2022-04-10 12:53:05 main:574] : INFO : Epoch 1733 | loss: 0.0311595 | val_loss: 0.0311655 | Time: 2271.53 ms
[2022-04-10 12:53:07 main:574] : INFO : Epoch 1734 | loss: 0.031159 | val_loss: 0.0311661 | Time: 2242.27 ms
[2022-04-10 12:53:10 main:574] : INFO : Epoch 1735 | loss: 0.0311577 | val_loss: 0.031163 | Time: 2279.93 ms
[2022-04-10 12:53:12 main:574] : INFO : Epoch 1736 | loss: 0.0311574 | val_loss: 0.0311639 | Time: 2296.38 ms
[2022-04-10 12:53:14 main:574] : INFO : Epoch 1737 | loss: 0.031159 | val_loss: 0.0311648 | Time: 2262.41 ms
[2022-04-10 12:53:17 main:574] : INFO : Epoch 1738 | loss: 0.031156 | val_loss: 0.0311629 | Time: 2340.08 ms
[2022-04-10 12:53:19 main:574] : INFO : Epoch 1739 | loss: 0.0311579 | val_loss: 0.031164 | Time: 2315.39 ms
[2022-04-10 12:53:21 main:574] : INFO : Epoch 1740 | loss: 0.0311585 | val_loss: 0.0311671 | Time: 2370.44 ms
[2022-04-10 12:53:24 main:574] : INFO : Epoch 1741 | loss: 0.0311613 | val_loss: 0.0311652 | Time: 2409.06 ms
[2022-04-10 12:53:26 main:574] : INFO : Epoch 1742 | loss: 0.0311609 | val_loss: 0.0311634 | Time: 2302.96 ms
[2022-04-10 12:53:28 main:574] : INFO : Epoch 1743 | loss: 0.0311584 | val_loss: 0.0311643 | Time: 2227.31 ms
[2022-04-10 12:53:31 main:574] : INFO : Epoch 1744 | loss: 0.0311574 | val_loss: 0.0311648 | Time: 2339.65 ms
[2022-04-10 12:53:33 main:574] : INFO : Epoch 1745 | loss: 0.0311575 | val_loss: 0.0311661 | Time: 2321.48 ms
[2022-04-10 12:53:35 main:574] : INFO : Epoch 1746 | loss: 0.0311586 | val_loss: 0.031165 | Time: 2371.87 ms
[2022-04-10 12:53:38 main:574] : INFO : Epoch 1747 | loss: 0.0311605 | val_loss: 0.0311686 | Time: 2333.66 ms
[2022-04-10 12:53:40 main:574] : INFO : Epoch 1748 | loss: 0.0311625 | val_loss: 0.0311664 | Time: 2508.19 ms
[2022-04-10 12:53:43 main:574] : INFO : Epoch 1749 | loss: 0.0311606 | val_loss: 0.0311683 | Time: 2302.96 ms
[2022-04-10 12:53:45 main:574] : INFO : Epoch 1750 | loss: 0.031161 | val_loss: 0.0311654 | Time: 2308.88 ms
[2022-04-10 12:53:47 main:574] : INFO : Epoch 1751 | loss: 0.0311611 | val_loss: 0.031166 | Time: 2413.55 ms
[2022-04-10 12:53:50 main:574] : INFO : Epoch 1752 | loss: 0.0311577 | val_loss: 0.0311633 | Time: 2251.34 ms
[2022-04-10 12:53:52 main:574] : INFO : Epoch 1753 | loss: 0.0311571 | val_loss: 0.0311658 | Time: 2255.56 ms
[2022-04-10 12:53:54 main:574] : INFO : Epoch 1754 | loss: 0.0311577 | val_loss: 0.0311683 | Time: 2375.88 ms
[2022-04-10 12:53:57 main:574] : INFO : Epoch 1755 | loss: 0.0311583 | val_loss: 0.0311657 | Time: 2296.55 ms
[2022-04-10 12:53:59 main:574] : INFO : Epoch 1756 | loss: 0.0311573 | val_loss: 0.0311753 | Time: 2237.24 ms
[2022-04-10 12:54:01 main:574] : INFO : Epoch 1757 | loss: 0.0311602 | val_loss: 0.0311806 | Time: 2252.23 ms
[2022-04-10 12:54:03 main:574] : INFO : Epoch 1758 | loss: 0.0311636 | val_loss: 0.0311648 | Time: 2299.99 ms
[2022-04-10 12:54:06 main:574] : INFO : Epoch 1759 | loss: 0.0311582 | val_loss: 0.0311639 | Time: 2239.48 ms
[2022-04-10 12:54:08 main:574] : INFO : Epoch 1760 | loss: 0.0311587 | val_loss: 0.0311644 | Time: 2520.54 ms
[2022-04-10 12:54:11 main:574] : INFO : Epoch 1761 | loss: 0.0311594 | val_loss: 0.0311623 | Time: 2353.04 ms
[2022-04-10 12:54:13 main:574] : INFO : Epoch 1762 | loss: 0.0311576 | val_loss: 0.0311635 | Time: 2171.64 ms
[2022-04-10 12:54:15 main:574] : INFO : Epoch 1763 | loss: 0.0311572 | val_loss: 0.0311618 | Time: 2278.18 ms
[2022-04-10 12:54:17 main:574] : INFO : Epoch 1764 | loss: 0.0311565 | val_loss: 0.0311688 | Time: 2331.28 ms
[2022-04-10 12:54:20 main:574] : INFO : Epoch 1765 | loss: 0.0311582 | val_loss: 0.0311644 | Time: 2375.01 ms
[2022-04-10 12:54:22 main:574] : INFO : Epoch 1766 | loss: 0.0311564 | val_loss: 0.0311629 | Time: 2303.17 ms
[2022-04-10 12:54:24 main:574] : INFO : Epoch 1767 | loss: 0.0311564 | val_loss: 0.0311626 | Time: 2278.29 ms
[2022-04-10 12:54:27 main:574] : INFO : Epoch 1768 | loss: 0.031156 | val_loss: 0.0311629 | Time: 2404.53 ms
[2022-04-10 12:54:29 main:574] : INFO : Epoch 1769 | loss: 0.0311573 | val_loss: 0.0311646 | Time: 2431.41 ms
[2022-04-10 12:54:31 main:574] : INFO : Epoch 1770 | loss: 0.0311559 | val_loss: 0.031164 | Time: 2244.79 ms
[2022-04-10 12:54:34 main:574] : INFO : Epoch 1771 | loss: 0.0311551 | val_loss: 0.0311628 | Time: 2252.75 ms
[2022-04-10 12:54:36 main:574] : INFO : Epoch 1772 | loss: 0.0311545 | val_loss: 0.0311637 | Time: 2332.8 ms
[2022-04-10 12:54:39 main:574] : INFO : Epoch 1773 | loss: 0.0311547 | val_loss: 0.0311626 | Time: 2425.06 ms
[2022-04-10 12:54:41 main:574] : INFO : Epoch 1774 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 2523.92 ms
[2022-04-10 12:54:44 main:574] : INFO : Epoch 1775 | loss: 0.0311565 | val_loss: 0.0311652 | Time: 2497.52 ms
[2022-04-10 12:54:46 main:574] : INFO : Epoch 1776 | loss: 0.0311585 | val_loss: 0.031166 | Time: 2664.52 ms
[2022-04-10 12:54:49 main:574] : INFO : Epoch 1777 | loss: 0.0311579 | val_loss: 0.0311641 | Time: 2634.46 ms
[2022-04-10 12:54:51 main:574] : INFO : Epoch 1778 | loss: 0.0311577 | val_loss: 0.0311647 | Time: 2441.81 ms
[2022-04-10 12:54:54 main:574] : INFO : Epoch 1779 | loss: 0.0311643 | val_loss: 0.0311656 | Time: 2324 ms
[2022-04-10 12:54:56 main:574] : INFO : Epoch 1780 | loss: 0.0311639 | val_loss: 0.0311682 | Time: 2326.62 ms
[2022-04-10 12:54:59 main:574] : INFO : Epoch 1781 | loss: 0.0311635 | val_loss: 0.0311632 | Time: 2619.28 ms
[2022-04-10 12:55:01 main:574] : INFO : Epoch 1782 | loss: 0.0311617 | val_loss: 0.0311614 | Time: 2654.01 ms
[2022-04-10 12:55:04 main:574] : INFO : Epoch 1783 | loss: 0.0311605 | val_loss: 0.0311596 | Time: 2402.11 ms
[2022-04-10 12:55:06 main:574] : INFO : Epoch 1784 | loss: 0.0311598 | val_loss: 0.0311594 | Time: 2442.11 ms
[2022-04-10 12:55:09 main:574] : INFO : Epoch 1785 | loss: 0.0311581 | val_loss: 0.0311593 | Time: 2241.25 ms
[2022-04-10 12:55:11 main:574] : INFO : Epoch 1786 | loss: 0.0311571 | val_loss: 0.0311593 | Time: 2323.6 ms
[2022-04-10 12:55:13 main:574] : INFO : Epoch 1787 | loss: 0.0311566 | val_loss: 0.0311604 | Time: 2232.6 ms
[2022-04-10 12:55:15 main:574] : INFO : Epoch 1788 | loss: 0.0311566 | val_loss: 0.0311614 | Time: 2266.62 ms
[2022-04-10 12:55:18 main:574] : INFO : Epoch 1789 | loss: 0.0311562 | val_loss: 0.0311626 | Time: 2325.62 ms
[2022-04-10 12:55:20 main:574] : INFO : Epoch 1790 | loss: 0.0311561 | val_loss: 0.0311611 | Time: 2318.62 ms
[2022-04-10 12:55:22 main:574] : INFO : Epoch 1791 | loss: 0.0311554 | val_loss: 0.0311612 | Time: 2266.46 ms
[2022-04-10 12:55:25 main:574] : INFO : Epoch 1792 | loss: 0.0311559 | val_loss: 0.0311639 | Time: 2241.56 ms
[2022-04-10 12:55:27 main:574] : INFO : Epoch 1793 | loss: 0.031157 | val_loss: 0.031161 | Time: 2280.97 ms
[2022-04-10 12:55:29 main:574] : INFO : Epoch 1794 | loss: 0.0311557 | val_loss: 0.0311614 | Time: 2220.71 ms
[2022-04-10 12:55:31 main:574] : INFO : Epoch 1795 | loss: 0.0311538 | val_loss: 0.0311601 | Time: 2277.6 ms
[2022-04-10 12:55:34 main:574] : INFO : Epoch 1796 | loss: 0.0311547 | val_loss: 0.03116 | Time: 2271.45 ms
[2022-04-10 12:55:36 main:574] : INFO : Epoch 1797 | loss: 0.0311557 | val_loss: 0.0311643 | Time: 2249.54 ms
[2022-04-10 12:55:38 main:574] : INFO : Epoch 1798 | loss: 0.0311579 | val_loss: 0.0311624 | Time: 2206.84 ms
[2022-04-10 12:55:40 main:574] : INFO : Epoch 1799 | loss: 0.0311562 | val_loss: 0.0311616 | Time: 2294.93 ms
[2022-04-10 12:55:43 main:574] : INFO : Epoch 1800 | loss: 0.0311557 | val_loss: 0.0311625 | Time: 2250.24 ms
[2022-04-10 12:55:45 main:574] : INFO : Epoch 1801 | loss: 0.0311544 | val_loss: 0.0311618 | Time: 2306.17 ms
[2022-04-10 12:55:47 main:574] : INFO : Epoch 1802 | loss: 0.0311545 | val_loss: 0.0311632 | Time: 2225.59 ms
[2022-04-10 12:55:50 main:574] : INFO : Epoch 1803 | loss: 0.0311567 | val_loss: 0.0311621 | Time: 2255.48 ms
[2022-04-10 12:55:52 main:574] : INFO : Epoch 1804 | loss: 0.0311549 | val_loss: 0.0311637 | Time: 2234.59 ms
[2022-04-10 12:55:54 main:574] : INFO : Epoch 1805 | loss: 0.0311543 | val_loss: 0.031163 | Time: 2239.38 ms
[2022-04-10 12:55:56 main:574] : INFO : Epoch 1806 | loss: 0.0311553 | val_loss: 0.0311656 | Time: 2240.99 ms
[2022-04-10 12:55:59 main:574] : INFO : Epoch 1807 | loss: 0.0311568 | val_loss: 0.031163 | Time: 2261.81 ms
[2022-04-10 12:56:01 main:574] : INFO : Epoch 1808 | loss: 0.0311555 | val_loss: 0.0311652 | Time: 2275.93 ms
[2022-04-10 12:56:03 main:574] : INFO : Epoch 1809 | loss: 0.0311552 | val_loss: 0.0311643 | Time: 2290.69 ms
[2022-04-10 12:56:05 main:574] : INFO : Epoch 1810 | loss: 0.0311557 | val_loss: 0.0311651 | Time: 2212.42 ms
[2022-04-10 12:56:08 main:574] : INFO : Epoch 1811 | loss: 0.0311561 | val_loss: 0.0311662 | Time: 2252.46 ms
[2022-04-10 12:56:10 main:574] : INFO : Epoch 1812 | loss: 0.0311549 | val_loss: 0.0311657 | Time: 2243.61 ms
[2022-04-10 12:56:12 main:574] : INFO : Epoch 1813 | loss: 0.0311525 | val_loss: 0.0311664 | Time: 2235.33 ms
[2022-04-10 12:56:14 main:574] : INFO : Epoch 1814 | loss: 0.0311521 | val_loss: 0.031166 | Time: 2295.46 ms
[2022-04-10 12:56:17 main:574] : INFO : Epoch 1815 | loss: 0.031152 | val_loss: 0.0311676 | Time: 2215.37 ms
[2022-04-10 12:56:19 main:574] : INFO : Epoch 1816 | loss: 0.0311514 | val_loss: 0.0311652 | Time: 2257.46 ms
[2022-04-10 12:56:21 main:574] : INFO : Epoch 1817 | loss: 0.0311533 | val_loss: 0.0311659 | Time: 2502.42 ms
[2022-04-10 12:56:24 main:574] : INFO : Epoch 1818 | loss: 0.0311525 | val_loss: 0.0311661 | Time: 2277.21 ms
[2022-04-10 12:56:26 main:574] : INFO : Epoch 1819 | loss: 0.0311516 | val_loss: 0.0311684 | Time: 2246.95 ms
[2022-04-10 12:56:28 main:574] : INFO : Epoch 1820 | loss: 0.0311528 | val_loss: 0.0311812 | Time: 2227.27 ms
[2022-04-10 12:56:31 main:574] : INFO : Epoch 1821 | loss: 0.0311588 | val_loss: 0.0311749 | Time: 2301.05 ms
[2022-04-10 12:56:33 main:574] : INFO : Epoch 1822 | loss: 0.0311543 | val_loss: 0.0311694 | Time: 2249.41 ms
[2022-04-10 12:56:35 main:574] : INFO : Epoch 1823 | loss: 0.0311526 | val_loss: 0.0311676 | Time: 2257.97 ms
[2022-04-10 12:56:37 main:574] : INFO : Epoch 1824 | loss: 0.0311514 | val_loss: 0.0311659 | Time: 2231.05 ms
[2022-04-10 12:56:40 main:574] : INFO : Epoch 1825 | loss: 0.0311515 | val_loss: 0.0311653 | Time: 2253.79 ms
[2022-04-10 12:56:42 main:574] : INFO : Epoch 1826 | loss: 0.0311512 | val_loss: 0.031164 | Time: 2250.01 ms
[2022-04-10 12:56:44 main:574] : INFO : Epoch 1827 | loss: 0.0311505 | val_loss: 0.0311646 | Time: 2325.16 ms
[2022-04-10 12:56:47 main:574] : INFO : Epoch 1828 | loss: 0.0311531 | val_loss: 0.0311635 | Time: 2271.9 ms
[2022-04-10 12:56:49 main:574] : INFO : Epoch 1829 | loss: 0.0311537 | val_loss: 0.0311651 | Time: 2238.21 ms
[2022-04-10 12:56:51 main:574] : INFO : Epoch 1830 | loss: 0.0311526 | val_loss: 0.031166 | Time: 2263.89 ms
[2022-04-10 12:56:53 main:574] : INFO : Epoch 1831 | loss: 0.0311524 | val_loss: 0.0311666 | Time: 2246.16 ms
[2022-04-10 12:56:56 main:574] : INFO : Epoch 1832 | loss: 0.0311534 | val_loss: 0.0311657 | Time: 2239.29 ms
[2022-04-10 12:56:58 main:574] : INFO : Epoch 1833 | loss: 0.031154 | val_loss: 0.031166 | Time: 2226.31 ms
[2022-04-10 12:57:00 main:574] : INFO : Epoch 1834 | loss: 0.0311542 | val_loss: 0.0311667 | Time: 2237.98 ms
[2022-04-10 12:57:02 main:574] : INFO : Epoch 1835 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 2296.5 ms
[2022-04-10 12:57:05 main:574] : INFO : Epoch 1836 | loss: 0.0311548 | val_loss: 0.0311671 | Time: 2253.58 ms
[2022-04-10 12:57:07 main:574] : INFO : Epoch 1837 | loss: 0.031154 | val_loss: 0.0311662 | Time: 2232.69 ms
[2022-04-10 12:57:09 main:574] : INFO : Epoch 1838 | loss: 0.0311552 | val_loss: 0.0311643 | Time: 2247.73 ms
[2022-04-10 12:57:11 main:574] : INFO : Epoch 1839 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 2272.1 ms
[2022-04-10 12:57:14 main:574] : INFO : Epoch 1840 | loss: 0.0311594 | val_loss: 0.0311732 | Time: 2247.35 ms
[2022-04-10 12:57:16 main:574] : INFO : Epoch 1841 | loss: 0.0311579 | val_loss: 0.0311652 | Time: 2231.63 ms
[2022-04-10 12:57:18 main:574] : INFO : Epoch 1842 | loss: 0.0311575 | val_loss: 0.0311653 | Time: 2228.79 ms
[2022-04-10 12:57:20 main:574] : INFO : Epoch 1843 | loss: 0.0311583 | val_loss: 0.0311682 | Time: 2209.76 ms
[2022-04-10 12:57:23 main:574] : INFO : Epoch 1844 | loss: 0.0311561 | val_loss: 0.0311659 | Time: 2246.02 ms
[2022-04-10 12:57:25 main:574] : INFO : Epoch 1845 | loss: 0.031156 | val_loss: 0.0311658 | Time: 2249.7 ms
[2022-04-10 12:57:27 main:574] : INFO : Epoch 1846 | loss: 0.0311566 | val_loss: 0.0311641 | Time: 2226.9 ms
[2022-04-10 12:57:29 main:574] : INFO : Epoch 1847 | loss: 0.0311553 | val_loss: 0.0311674 | Time: 2262.56 ms
[2022-04-10 12:57:32 main:574] : INFO : Epoch 1848 | loss: 0.0311564 | val_loss: 0.0311693 | Time: 2253.67 ms
[2022-04-10 12:57:34 main:574] : INFO : Epoch 1849 | loss: 0.0311551 | val_loss: 0.0311705 | Time: 2244.12 ms
[2022-04-10 12:57:36 main:574] : INFO : Epoch 1850 | loss: 0.0311548 | val_loss: 0.0311701 | Time: 2329.5 ms
[2022-04-10 12:57:39 main:574] : INFO : Epoch 1851 | loss: 0.0311546 | val_loss: 0.0311745 | Time: 2228.65 ms
[2022-04-10 12:57:41 main:574] : INFO : Epoch 1852 | loss: 0.0311573 | val_loss: 0.0311724 | Time: 2264.3 ms
[2022-04-10 12:57:43 main:574] : INFO : Epoch 1853 | loss: 0.0311548 | val_loss: 0.0311705 | Time: 2201.81 ms
[2022-04-10 12:57:45 main:574] : INFO : Epoch 1854 | loss: 0.0311558 | val_loss: 0.0311694 | Time: 2255.97 ms
[2022-04-10 12:57:48 main:574] : INFO : Epoch 1855 | loss: 0.0311618 | val_loss: 0.0311722 | Time: 2222.19 ms
[2022-04-10 12:57:50 main:574] : INFO : Epoch 1856 | loss: 0.0311667 | val_loss: 0.0311684 | Time: 2260.62 ms
[2022-04-10 12:57:52 main:574] : INFO : Epoch 1857 | loss: 0.0311653 | val_loss: 0.0311697 | Time: 2303.87 ms
[2022-04-10 12:57:54 main:574] : INFO : Epoch 1858 | loss: 0.031165 | val_loss: 0.0311681 | Time: 2203.79 ms
[2022-04-10 12:57:57 main:574] : INFO : Epoch 1859 | loss: 0.0311629 | val_loss: 0.0311676 | Time: 2257.69 ms
[2022-04-10 12:57:59 main:574] : INFO : Epoch 1860 | loss: 0.0311633 | val_loss: 0.0311692 | Time: 2264.84 ms
[2022-04-10 12:58:01 main:574] : INFO : Epoch 1861 | loss: 0.0311626 | val_loss: 0.0311685 | Time: 2235.06 ms
[2022-04-10 12:58:03 main:574] : INFO : Epoch 1862 | loss: 0.031162 | val_loss: 0.0311689 | Time: 2262.36 ms
[2022-04-10 12:58:06 main:574] : INFO : Epoch 1863 | loss: 0.0311621 | val_loss: 0.0311666 | Time: 2224.32 ms
[2022-04-10 12:58:08 main:574] : INFO : Epoch 1864 | loss: 0.031161 | val_loss: 0.0311679 | Time: 2218.39 ms
[2022-04-10 12:58:10 main:574] : INFO : Epoch 1865 | loss: 0.0311628 | val_loss: 0.0311666 | Time: 2256.82 ms
[2022-04-10 12:58:12 main:574] : INFO : Epoch 1866 | loss: 0.0311608 | val_loss: 0.0311676 | Time: 2246.32 ms
[2022-04-10 12:58:15 main:574] : INFO : Epoch 1867 | loss: 0.0311606 | val_loss: 0.0311678 | Time: 2251.32 ms
[2022-04-10 12:58:17 main:574] : INFO : Epoch 1868 | loss: 0.0311614 | val_loss: 0.0311715 | Time: 2239.2 ms
[2022-04-10 12:58:19 main:574] : INFO : Epoch 1869 | loss: 0.0311602 | val_loss: 0.0311668 | Time: 2258.5 ms
[2022-04-10 12:58:21 main:574] : INFO : Epoch 1870 | loss: 0.0311636 | val_loss: 0.031168 | Time: 2284.63 ms
[2022-04-10 12:58:24 main:574] : INFO : Epoch 1871 | loss: 0.0311614 | val_loss: 0.0311685 | Time: 2202.33 ms
[2022-04-10 12:58:26 main:574] : INFO : Epoch 1872 | loss: 0.0311627 | val_loss: 0.0311688 | Time: 2208.92 ms
[2022-04-10 12:58:28 main:574] : INFO : Epoch 1873 | loss: 0.0311648 | val_loss: 0.0311709 | Time: 2254.45 ms
[2022-04-10 12:58:30 main:574] : INFO : Epoch 1874 | loss: 0.0311605 | val_loss: 0.0311699 | Time: 2227.53 ms
[2022-04-10 12:58:33 main:574] : INFO : Epoch 1875 | loss: 0.0311604 | val_loss: 0.0311672 | Time: 2248.9 ms
[2022-04-10 12:58:35 main:574] : INFO : Epoch 1876 | loss: 0.0311598 | val_loss: 0.0311695 | Time: 2271.84 ms
[2022-04-10 12:58:37 main:574] : INFO : Epoch 1877 | loss: 0.0311591 | val_loss: 0.0311725 | Time: 2231.13 ms
[2022-04-10 12:58:39 main:574] : INFO : Epoch 1878 | loss: 0.0311603 | val_loss: 0.0311694 | Time: 2210.51 ms
[2022-04-10 12:58:42 main:574] : INFO : Epoch 1879 | loss: 0.0311591 | val_loss: 0.0311686 | Time: 2256.11 ms
[2022-04-10 12:58:44 main:574] : INFO : Epoch 1880 | loss: 0.0311587 | val_loss: 0.0311684 | Time: 2258.88 ms
[2022-04-10 12:58:46 main:574] : INFO : Epoch 1881 | loss: 0.0311592 | val_loss: 0.0311686 | Time: 2293.17 ms
[2022-04-10 12:58:49 main:574] : INFO : Epoch 1882 | loss: 0.0311613 | val_loss: 0.0311691 | Time: 2251.15 ms
[2022-04-10 12:58:51 main:574] : INFO : Epoch 1883 | loss: 0.0311595 | val_loss: 0.0311707 | Time: 2297.81 ms
[2022-04-10 12:58:53 main:574] : INFO : Epoch 1884 | loss: 0.0311586 | val_loss: 0.0311658 | Time: 2278.12 ms
[2022-04-10 12:58:55 main:574] : INFO : Epoch 1885 | loss: 0.0311576 | val_loss: 0.0311645 | Time: 2198.34 ms
[2022-04-10 12:58:58 main:574] : INFO : Epoch 1886 | loss: 0.031157 | val_loss: 0.0311661 | Time: 2255.49 ms
[2022-04-10 12:59:00 main:574] : INFO : Epoch 1887 | loss: 0.0311559 | val_loss: 0.0311658 | Time: 2252.31 ms
[2022-04-10 12:59:02 main:574] : INFO : Epoch 1888 | loss: 0.0311559 | val_loss: 0.0311657 | Time: 2304.23 ms
[2022-04-10 12:59:04 main:574] : INFO : Epoch 1889 | loss: 0.031156 | val_loss: 0.0311677 | Time: 2227.57 ms
[2022-04-10 12:59:07 main:574] : INFO : Epoch 1890 | loss: 0.0311553 | val_loss: 0.0311681 | Time: 2267.48 ms
[2022-04-10 12:59:09 main:574] : INFO : Epoch 1891 | loss: 0.0311554 | val_loss: 0.0311661 | Time: 2262.51 ms
[2022-04-10 12:59:11 main:574] : INFO : Epoch 1892 | loss: 0.0311561 | val_loss: 0.0311704 | Time: 2280.9 ms
[2022-04-10 12:59:13 main:574] : INFO : Epoch 1893 | loss: 0.0311574 | val_loss: 0.0311686 | Time: 2200.98 ms
[2022-04-10 12:59:16 main:574] : INFO : Epoch 1894 | loss: 0.0311547 | val_loss: 0.0311659 | Time: 2241.03 ms
[2022-04-10 12:59:18 main:574] : INFO : Epoch 1895 | loss: 0.0311568 | val_loss: 0.0311665 | Time: 2222.33 ms
[2022-04-10 12:59:20 main:574] : INFO : Epoch 1896 | loss: 0.0311567 | val_loss: 0.0311724 | Time: 2218.27 ms
[2022-04-10 12:59:22 main:574] : INFO : Epoch 1897 | loss: 0.0311572 | val_loss: 0.0311664 | Time: 2257.29 ms
[2022-04-10 12:59:25 main:574] : INFO : Epoch 1898 | loss: 0.0311557 | val_loss: 0.0311694 | Time: 2233.24 ms
[2022-04-10 12:59:27 main:574] : INFO : Epoch 1899 | loss: 0.0311559 | val_loss: 0.0311678 | Time: 2235.95 ms
[2022-04-10 12:59:29 main:574] : INFO : Epoch 1900 | loss: 0.0311566 | val_loss: 0.0311662 | Time: 2272.42 ms
[2022-04-10 12:59:32 main:574] : INFO : Epoch 1901 | loss: 0.0311571 | val_loss: 0.0311637 | Time: 2296.93 ms
[2022-04-10 12:59:34 main:574] : INFO : Epoch 1902 | loss: 0.0311573 | val_loss: 0.0311658 | Time: 2220.33 ms
[2022-04-10 12:59:36 main:574] : INFO : Epoch 1903 | loss: 0.0311576 | val_loss: 0.0311656 | Time: 2247.05 ms
[2022-04-10 12:59:38 main:574] : INFO : Epoch 1904 | loss: 0.0311582 | val_loss: 0.0311661 | Time: 2288.93 ms
[2022-04-10 12:59:41 main:574] : INFO : Epoch 1905 | loss: 0.031157 | val_loss: 0.0311645 | Time: 2210.8 ms
[2022-04-10 12:59:43 main:574] : INFO : Epoch 1906 | loss: 0.0311557 | val_loss: 0.0311652 | Time: 2271.78 ms
[2022-04-10 12:59:45 main:574] : INFO : Epoch 1907 | loss: 0.0311567 | val_loss: 0.0311664 | Time: 2264.78 ms
[2022-04-10 12:59:47 main:574] : INFO : Epoch 1908 | loss: 0.0311605 | val_loss: 0.0311645 | Time: 2269.1 ms
[2022-04-10 12:59:50 main:574] : INFO : Epoch 1909 | loss: 0.0311601 | val_loss: 0.0311675 | Time: 2223.47 ms
[2022-04-10 12:59:52 main:574] : INFO : Epoch 1910 | loss: 0.0311601 | val_loss: 0.0311674 | Time: 2246.51 ms
[2022-04-10 12:59:54 main:574] : INFO : Epoch 1911 | loss: 0.0311619 | val_loss: 0.03117 | Time: 2278.75 ms
[2022-04-10 12:59:56 main:574] : INFO : Epoch 1912 | loss: 0.0311754 | val_loss: 0.0312179 | Time: 2234.76 ms
[2022-04-10 12:59:59 main:574] : INFO : Epoch 1913 | loss: 0.0341944 | val_loss: 0.0339852 | Time: 2245.94 ms
[2022-04-10 13:00:01 main:574] : INFO : Epoch 1914 | loss: 0.0324156 | val_loss: 0.0324134 | Time: 2260.67 ms
[2022-04-10 13:00:03 main:574] : INFO : Epoch 1915 | loss: 0.0320265 | val_loss: 0.0315916 | Time: 2234.56 ms
[2022-04-10 13:00:05 main:574] : INFO : Epoch 1916 | loss: 0.031342 | val_loss: 0.0312888 | Time: 2232.62 ms
[2022-04-10 13:00:08 main:574] : INFO : Epoch 1917 | loss: 0.0312489 | val_loss: 0.031226 | Time: 2257.69 ms
[2022-04-10 13:00:10 main:574] : INFO : Epoch 1918 | loss: 0.0312196 | val_loss: 0.0312078 | Time: 2247.4 ms
[2022-04-10 13:00:12 main:574] : INFO : Epoch 1919 | loss: 0.0312068 | val_loss: 0.0311984 | Time: 2337.26 ms
[2022-04-10 13:00:15 main:574] : INFO : Epoch 1920 | loss: 0.0311985 | val_loss: 0.0311899 | Time: 2282.33 ms
[2022-04-10 13:00:17 main:574] : INFO : Epoch 1921 | loss: 0.0311919 | val_loss: 0.0311852 | Time: 2249.01 ms
[2022-04-10 13:00:19 main:574] : INFO : Epoch 1922 | loss: 0.0311866 | val_loss: 0.0311792 | Time: 2246.18 ms
[2022-04-10 13:00:21 main:574] : INFO : Epoch 1923 | loss: 0.0311777 | val_loss: 0.0311765 | Time: 2228.48 ms
[2022-04-10 13:00:24 main:574] : INFO : Epoch 1924 | loss: 0.0311742 | val_loss: 0.0311727 | Time: 2236.52 ms
[2022-04-10 13:00:26 main:574] : INFO : Epoch 1925 | loss: 0.0311734 | val_loss: 0.0311705 | Time: 2236.77 ms
[2022-04-10 13:00:28 main:574] : INFO : Epoch 1926 | loss: 0.0311704 | val_loss: 0.0311698 | Time: 2240.81 ms
[2022-04-10 13:00:30 main:574] : INFO : Epoch 1927 | loss: 0.0311685 | val_loss: 0.0311693 | Time: 2297.56 ms
[2022-04-10 13:00:33 main:574] : INFO : Epoch 1928 | loss: 0.0311672 | val_loss: 0.031167 | Time: 2246.3 ms
[2022-04-10 13:00:35 main:574] : INFO : Epoch 1929 | loss: 0.0311654 | val_loss: 0.0311661 | Time: 2220.09 ms
[2022-04-10 13:00:37 main:574] : INFO : Epoch 1930 | loss: 0.0311645 | val_loss: 0.0311666 | Time: 2260.74 ms
[2022-04-10 13:00:39 main:574] : INFO : Epoch 1931 | loss: 0.0311634 | val_loss: 0.0311667 | Time: 2213.73 ms
[2022-04-10 13:00:42 main:574] : INFO : Epoch 1932 | loss: 0.0311629 | val_loss: 0.0311656 | Time: 2230.82 ms
[2022-04-10 13:00:44 main:574] : INFO : Epoch 1933 | loss: 0.0311623 | val_loss: 0.0311641 | Time: 2292.07 ms
[2022-04-10 13:00:46 main:574] : INFO : Epoch 1934 | loss: 0.031161 | val_loss: 0.0311645 | Time: 2273.67 ms
[2022-04-10 13:00:49 main:574] : INFO : Epoch 1935 | loss: 0.03116 | val_loss: 0.0311639 | Time: 2201.24 ms
[2022-04-10 13:00:51 main:574] : INFO : Epoch 1936 | loss: 0.0311613 | val_loss: 0.031162 | Time: 2236.73 ms
[2022-04-10 13:00:53 main:574] : INFO : Epoch 1937 | loss: 0.031161 | val_loss: 0.0311631 | Time: 2250.34 ms
[2022-04-10 13:00:55 main:574] : INFO : Epoch 1938 | loss: 0.0311593 | val_loss: 0.0311659 | Time: 2223.45 ms
[2022-04-10 13:00:58 main:574] : INFO : Epoch 1939 | loss: 0.031159 | val_loss: 0.0311636 | Time: 2212.19 ms
[2022-04-10 13:01:00 main:574] : INFO : Epoch 1940 | loss: 0.0311597 | val_loss: 0.0311631 | Time: 2257.06 ms
[2022-04-10 13:01:02 main:574] : INFO : Epoch 1941 | loss: 0.0311579 | val_loss: 0.031164 | Time: 2270.49 ms
[2022-04-10 13:01:04 main:574] : INFO : Epoch 1942 | loss: 0.0311602 | val_loss: 0.0311642 | Time: 2232.86 ms
[2022-04-10 13:01:07 main:574] : INFO : Epoch 1943 | loss: 0.031162 | val_loss: 0.0311639 | Time: 2213.11 ms
[2022-04-10 13:01:09 main:574] : INFO : Epoch 1944 | loss: 0.0311598 | val_loss: 0.0311629 | Time: 2270.81 ms
[2022-04-10 13:01:11 main:574] : INFO : Epoch 1945 | loss: 0.0311589 | val_loss: 0.031162 | Time: 2259.68 ms
[2022-04-10 13:01:13 main:574] : INFO : Epoch 1946 | loss: 0.0311604 | val_loss: 0.0311631 | Time: 2231.91 ms
[2022-04-10 13:01:16 main:574] : INFO : Epoch 1947 | loss: 0.0311617 | val_loss: 0.0311605 | Time: 2240.91 ms
[2022-04-10 13:01:18 main:574] : INFO : Epoch 1948 | loss: 0.0311606 | val_loss: 0.0311632 | Time: 2297.6 ms
[2022-04-10 13:01:20 main:574] : INFO : Epoch 1949 | loss: 0.031157 | val_loss: 0.031162 | Time: 2258.58 ms
[2022-04-10 13:01:22 main:574] : INFO : Epoch 1950 | loss: 0.0311578 | val_loss: 0.0311607 | Time: 2282.23 ms
[2022-04-10 13:01:25 main:574] : INFO : Epoch 1951 | loss: 0.031157 | val_loss: 0.031161 | Time: 2261.08 ms
[2022-04-10 13:01:27 main:574] : INFO : Epoch 1952 | loss: 0.031157 | val_loss: 0.0311629 | Time: 2343.06 ms
[2022-04-10 13:01:30 main:574] : INFO : Epoch 1953 | loss: 0.0311549 | val_loss: 0.0311602 | Time: 2439.65 ms
[2022-04-10 13:01:32 main:574] : INFO : Epoch 1954 | loss: 0.0311546 | val_loss: 0.0311614 | Time: 2267.24 ms
[2022-04-10 13:01:34 main:574] : INFO : Epoch 1955 | loss: 0.0311545 | val_loss: 0.0311625 | Time: 2265.37 ms
[2022-04-10 13:01:36 main:574] : INFO : Epoch 1956 | loss: 0.0311563 | val_loss: 0.0311615 | Time: 2267.56 ms
[2022-04-10 13:01:39 main:574] : INFO : Epoch 1957 | loss: 0.0311562 | val_loss: 0.0311614 | Time: 2284.13 ms
[2022-04-10 13:01:41 main:574] : INFO : Epoch 1958 | loss: 0.0311549 | val_loss: 0.0311621 | Time: 2245.95 ms
[2022-04-10 13:01:43 main:574] : INFO : Epoch 1959 | loss: 0.0311539 | val_loss: 0.0311608 | Time: 2256.37 ms
[2022-04-10 13:01:45 main:574] : INFO : Epoch 1960 | loss: 0.0311545 | val_loss: 0.0311629 | Time: 2267.08 ms
[2022-04-10 13:01:48 main:574] : INFO : Epoch 1961 | loss: 0.0311534 | val_loss: 0.0311612 | Time: 2348.62 ms
[2022-04-10 13:01:50 main:574] : INFO : Epoch 1962 | loss: 0.0311526 | val_loss: 0.0311618 | Time: 2334.43 ms
[2022-04-10 13:01:52 main:574] : INFO : Epoch 1963 | loss: 0.0311527 | val_loss: 0.031163 | Time: 2270.25 ms
[2022-04-10 13:01:55 main:574] : INFO : Epoch 1964 | loss: 0.0311537 | val_loss: 0.0311619 | Time: 2262.07 ms
[2022-04-10 13:01:57 main:574] : INFO : Epoch 1965 | loss: 0.0311544 | val_loss: 0.0311625 | Time: 2261.11 ms
[2022-04-10 13:01:59 main:574] : INFO : Epoch 1966 | loss: 0.0311558 | val_loss: 0.0311628 | Time: 2247.78 ms
[2022-04-10 13:02:02 main:574] : INFO : Epoch 1967 | loss: 0.0311544 | val_loss: 0.031165 | Time: 2254.76 ms
[2022-04-10 13:02:04 main:574] : INFO : Epoch 1968 | loss: 0.0311542 | val_loss: 0.0311644 | Time: 2259.32 ms
[2022-04-10 13:02:06 main:574] : INFO : Epoch 1969 | loss: 0.031167 | val_loss: 0.0311727 | Time: 2269.5 ms
[2022-04-10 13:02:08 main:574] : INFO : Epoch 1970 | loss: 0.031173 | val_loss: 0.0311713 | Time: 2241.49 ms
[2022-04-10 13:02:11 main:574] : INFO : Epoch 1971 | loss: 0.0311705 | val_loss: 0.0311689 | Time: 2276.89 ms
[2022-04-10 13:02:13 main:574] : INFO : Epoch 1972 | loss: 0.0311681 | val_loss: 0.0311695 | Time: 2235.44 ms
[2022-04-10 13:02:15 main:574] : INFO : Epoch 1973 | loss: 0.0311661 | val_loss: 0.0311681 | Time: 2242.05 ms
[2022-04-10 13:02:17 main:574] : INFO : Epoch 1974 | loss: 0.0311648 | val_loss: 0.0311689 | Time: 2231.92 ms
[2022-04-10 13:02:20 main:574] : INFO : Epoch 1975 | loss: 0.0311644 | val_loss: 0.0311678 | Time: 2253.6 ms
[2022-04-10 13:02:22 main:574] : INFO : Epoch 1976 | loss: 0.0311636 | val_loss: 0.0311685 | Time: 2206.95 ms
[2022-04-10 13:02:24 main:574] : INFO : Epoch 1977 | loss: 0.0311624 | val_loss: 0.0311667 | Time: 2235.89 ms
[2022-04-10 13:02:26 main:574] : INFO : Epoch 1978 | loss: 0.0311608 | val_loss: 0.0311659 | Time: 2201.11 ms
[2022-04-10 13:02:29 main:574] : INFO : Epoch 1979 | loss: 0.0311606 | val_loss: 0.0311669 | Time: 2258.06 ms
[2022-04-10 13:02:31 main:574] : INFO : Epoch 1980 | loss: 0.0311607 | val_loss: 0.0311666 | Time: 2340.05 ms
[2022-04-10 13:02:33 main:574] : INFO : Epoch 1981 | loss: 0.0311598 | val_loss: 0.0311663 | Time: 2293.89 ms
[2022-04-10 13:02:36 main:574] : INFO : Epoch 1982 | loss: 0.03116 | val_loss: 0.0311683 | Time: 2262.39 ms
[2022-04-10 13:02:38 main:574] : INFO : Epoch 1983 | loss: 0.0311602 | val_loss: 0.0311669 | Time: 2227.53 ms
[2022-04-10 13:02:40 main:574] : INFO : Epoch 1984 | loss: 0.0311589 | val_loss: 0.0311679 | Time: 2223.04 ms
[2022-04-10 13:02:42 main:574] : INFO : Epoch 1985 | loss: 0.0311594 | val_loss: 0.0311678 | Time: 2256.44 ms
[2022-04-10 13:02:45 main:574] : INFO : Epoch 1986 | loss: 0.0311585 | val_loss: 0.0311655 | Time: 2328.98 ms
[2022-04-10 13:02:47 main:574] : INFO : Epoch 1987 | loss: 0.0311574 | val_loss: 0.0311664 | Time: 2302.81 ms
[2022-04-10 13:02:49 main:574] : INFO : Epoch 1988 | loss: 0.0311577 | val_loss: 0.0311665 | Time: 2254.08 ms
[2022-04-10 13:02:51 main:574] : INFO : Epoch 1989 | loss: 0.0311574 | val_loss: 0.0311651 | Time: 2217.82 ms
[2022-04-10 13:02:54 main:574] : INFO : Epoch 1990 | loss: 0.0311565 | val_loss: 0.0311654 | Time: 2306.77 ms
[2022-04-10 13:02:56 main:574] : INFO : Epoch 1991 | loss: 0.0311573 | val_loss: 0.0311649 | Time: 2214.19 ms
[2022-04-10 13:02:58 main:574] : INFO : Epoch 1992 | loss: 0.0311568 | val_loss: 0.031166 | Time: 2237.85 ms
[2022-04-10 13:03:00 main:574] : INFO : Epoch 1993 | loss: 0.0311585 | val_loss: 0.0311662 | Time: 2191.51 ms
[2022-04-10 13:03:03 main:574] : INFO : Epoch 1994 | loss: 0.0311576 | val_loss: 0.0311662 | Time: 2316.7 ms
[2022-04-10 13:03:05 main:574] : INFO : Epoch 1995 | loss: 0.0311574 | val_loss: 0.0311656 | Time: 2293.61 ms
[2022-04-10 13:03:07 main:574] : INFO : Epoch 1996 | loss: 0.031157 | val_loss: 0.0311656 | Time: 2229.07 ms
[2022-04-10 13:03:10 main:574] : INFO : Epoch 1997 | loss: 0.0311565 | val_loss: 0.0311637 | Time: 2205.46 ms
[2022-04-10 13:03:12 main:574] : INFO : Epoch 1998 | loss: 0.0311569 | val_loss: 0.0311645 | Time: 2252.63 ms
[2022-04-10 13:03:14 main:574] : INFO : Epoch 1999 | loss: 0.0311566 | val_loss: 0.031165 | Time: 2351.54 ms
[2022-04-10 13:03:16 main:574] : INFO : Epoch 2000 | loss: 0.0311565 | val_loss: 0.0311628 | Time: 2247 ms
[2022-04-10 13:03:19 main:574] : INFO : Epoch 2001 | loss: 0.0311554 | val_loss: 0.0311644 | Time: 2235.76 ms
[2022-04-10 13:03:21 main:574] : INFO : Epoch 2002 | loss: 0.0311562 | val_loss: 0.0311641 | Time: 2237.74 ms
[2022-04-10 13:03:23 main:574] : INFO : Epoch 2003 | loss: 0.0311569 | val_loss: 0.0311653 | Time: 2363.66 ms
[2022-04-10 13:03:26 main:574] : INFO : Epoch 2004 | loss: 0.0311606 | val_loss: 0.0311638 | Time: 2220.4 ms
[2022-04-10 13:03:28 main:574] : INFO : Epoch 2005 | loss: 0.0311585 | val_loss: 0.0311628 | Time: 2221 ms
[2022-04-10 13:03:30 main:574] : INFO : Epoch 2006 | loss: 0.0311563 | val_loss: 0.0311659 | Time: 2248.43 ms
[2022-04-10 13:03:32 main:574] : INFO : Epoch 2007 | loss: 0.0311562 | val_loss: 0.0311664 | Time: 2430.86 ms
[2022-04-10 13:03:35 main:574] : INFO : Epoch 2008 | loss: 0.0311556 | val_loss: 0.0311641 | Time: 2360.92 ms
[2022-04-10 13:03:37 main:574] : INFO : Epoch 2009 | loss: 0.0311552 | val_loss: 0.031166 | Time: 2281.86 ms
[2022-04-10 13:03:39 main:574] : INFO : Epoch 2010 | loss: 0.0311544 | val_loss: 0.0311625 | Time: 2326.84 ms
[2022-04-10 13:03:42 main:574] : INFO : Epoch 2011 | loss: 0.0311533 | val_loss: 0.0311623 | Time: 2306.19 ms
[2022-04-10 13:03:44 main:574] : INFO : Epoch 2012 | loss: 0.0311529 | val_loss: 0.0311635 | Time: 2289.35 ms
[2022-04-10 13:03:46 main:574] : INFO : Epoch 2013 | loss: 0.0311541 | val_loss: 0.031162 | Time: 2329.98 ms
[2022-04-10 13:03:49 main:574] : INFO : Epoch 2014 | loss: 0.0311541 | val_loss: 0.0311613 | Time: 2320.27 ms
[2022-04-10 13:03:51 main:574] : INFO : Epoch 2015 | loss: 0.0311528 | val_loss: 0.0311612 | Time: 2272.76 ms
[2022-04-10 13:03:53 main:574] : INFO : Epoch 2016 | loss: 0.0311542 | val_loss: 0.0311627 | Time: 2239.2 ms
[2022-04-10 13:03:56 main:574] : INFO : Epoch 2017 | loss: 0.031153 | val_loss: 0.031163 | Time: 2318.65 ms
[2022-04-10 13:03:58 main:574] : INFO : Epoch 2018 | loss: 0.0311534 | val_loss: 0.0311625 | Time: 2260.58 ms
[2022-04-10 13:04:00 main:574] : INFO : Epoch 2019 | loss: 0.0311532 | val_loss: 0.0311636 | Time: 2291.13 ms
[2022-04-10 13:04:03 main:574] : INFO : Epoch 2020 | loss: 0.0311525 | val_loss: 0.0311647 | Time: 2324.04 ms
[2022-04-10 13:04:05 main:574] : INFO : Epoch 2021 | loss: 0.031152 | val_loss: 0.0311635 | Time: 2289.21 ms
[2022-04-10 13:04:07 main:574] : INFO : Epoch 2022 | loss: 0.0311515 | val_loss: 0.0311634 | Time: 2177.44 ms
[2022-04-10 13:04:09 main:574] : INFO : Epoch 2023 | loss: 0.0311528 | val_loss: 0.031163 | Time: 2248.87 ms
[2022-04-10 13:04:12 main:574] : INFO : Epoch 2024 | loss: 0.0311533 | val_loss: 0.0311633 | Time: 2265.4 ms
[2022-04-10 13:04:14 main:574] : INFO : Epoch 2025 | loss: 0.0311521 | val_loss: 0.0311617 | Time: 2317.5 ms
[2022-04-10 13:04:16 main:574] : INFO : Epoch 2026 | loss: 0.0311522 | val_loss: 0.0311645 | Time: 2286.27 ms
[2022-04-10 13:04:18 main:574] : INFO : Epoch 2027 | loss: 0.0311521 | val_loss: 0.0311634 | Time: 2254.88 ms
[2022-04-10 13:04:21 main:574] : INFO : Epoch 2028 | loss: 0.0311512 | val_loss: 0.0311663 | Time: 2229.41 ms
[2022-04-10 13:04:23 main:574] : INFO : Epoch 2029 | loss: 0.0311557 | val_loss: 0.0311639 | Time: 2236.6 ms
[2022-04-10 13:04:25 main:574] : INFO : Epoch 2030 | loss: 0.0311556 | val_loss: 0.0311646 | Time: 2331.84 ms
[2022-04-10 13:04:28 main:574] : INFO : Epoch 2031 | loss: 0.0311552 | val_loss: 0.0311626 | Time: 2234.57 ms
[2022-04-10 13:04:30 main:574] : INFO : Epoch 2032 | loss: 0.031156 | val_loss: 0.0311634 | Time: 2275.77 ms
[2022-04-10 13:04:32 main:574] : INFO : Epoch 2033 | loss: 0.0311548 | val_loss: 0.0311622 | Time: 2251.09 ms
[2022-04-10 13:04:34 main:574] : INFO : Epoch 2034 | loss: 0.0311558 | val_loss: 0.0311643 | Time: 2317.93 ms
[2022-04-10 13:04:37 main:574] : INFO : Epoch 2035 | loss: 0.0311555 | val_loss: 0.0311631 | Time: 2386.04 ms
[2022-04-10 13:04:39 main:574] : INFO : Epoch 2036 | loss: 0.0311549 | val_loss: 0.0311642 | Time: 2388.06 ms
[2022-04-10 13:04:41 main:574] : INFO : Epoch 2037 | loss: 0.0311548 | val_loss: 0.0311631 | Time: 2252.34 ms
[2022-04-10 13:04:44 main:574] : INFO : Epoch 2038 | loss: 0.0311539 | val_loss: 0.0311629 | Time: 2341.56 ms
[2022-04-10 13:04:46 main:574] : INFO : Epoch 2039 | loss: 0.0311528 | val_loss: 0.0311641 | Time: 2424.25 ms
[2022-04-10 13:04:49 main:574] : INFO : Epoch 2040 | loss: 0.0311525 | val_loss: 0.031163 | Time: 2620.35 ms
[2022-04-10 13:04:52 main:574] : INFO : Epoch 2041 | loss: 0.0311533 | val_loss: 0.0311637 | Time: 2683.74 ms
[2022-04-10 13:04:54 main:574] : INFO : Epoch 2042 | loss: 0.0311527 | val_loss: 0.0311625 | Time: 2303.76 ms
[2022-04-10 13:04:56 main:574] : INFO : Epoch 2043 | loss: 0.0311525 | val_loss: 0.0311638 | Time: 2295.57 ms
[2022-04-10 13:04:58 main:574] : INFO : Epoch 2044 | loss: 0.0311524 | val_loss: 0.0311622 | Time: 2241.32 ms
[2022-04-10 13:05:01 main:574] : INFO : Epoch 2045 | loss: 0.0311523 | val_loss: 0.0311624 | Time: 2225.8 ms
[2022-04-10 13:05:03 main:574] : INFO : Epoch 2046 | loss: 0.0311527 | val_loss: 0.0311646 | Time: 2332.38 ms
[2022-04-10 13:05:05 main:574] : INFO : Epoch 2047 | loss: 0.0311538 | val_loss: 0.0311605 | Time: 2341.91 ms
[2022-04-10 13:05:08 main:574] : INFO : Epoch 2048 | loss: 0.0311531 | val_loss: 0.0311603 | Time: 2294.59 ms
[2022-04-10 13:05:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311603
[2022-04-10 13:05:08 main:603] : INFO : Saving end state to config to file
[2022-04-10 13:05:08 main:608] : INFO : Success, exiting..
13:05:08 (12576): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)