Task 14459807
| Name | ParityModified-1647048353-7047-3-0_0 |
| Workunit | 11502176 |
| Created | 6 Apr 2022, 9:08:31 UTC |
| Sent | 10 Apr 2022, 18:07:06 UTC |
| Report deadline | 18 Apr 2022, 18:07:06 UTC |
| Received | 11 Apr 2022, 10:49:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 17 min 31 sec |
| CPU time | 1 hours 17 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 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>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311592 | val_loss: 0.0311723 | Time: 2175.06 ms
[2022-04-11 05:29:48 main:574] : INFO : Epoch 1543 | loss: 0.0311592 | val_loss: 0.0311736 | Time: 2304.21 ms
[2022-04-11 05:29:51 main:574] : INFO : Epoch 1544 | loss: 0.0311583 | val_loss: 0.0311713 | Time: 2373.97 ms
[2022-04-11 05:29:53 main:574] : INFO : Epoch 1545 | loss: 0.0311579 | val_loss: 0.0311726 | Time: 2412.66 ms
[2022-04-11 05:29:55 main:574] : INFO : Epoch 1546 | loss: 0.0311572 | val_loss: 0.0311739 | Time: 2328.18 ms
[2022-04-11 05:29:58 main:574] : INFO : Epoch 1547 | loss: 0.0311615 | val_loss: 0.0311771 | Time: 2189.54 ms
[2022-04-11 05:30:00 main:574] : INFO : Epoch 1548 | loss: 0.0311646 | val_loss: 0.031175 | Time: 2176.96 ms
[2022-04-11 05:30:03 main:574] : INFO : Epoch 1549 | loss: 0.0311597 | val_loss: 0.0311826 | Time: 2245.16 ms
[2022-04-11 05:30:05 main:574] : INFO : Epoch 1550 | loss: 0.0311613 | val_loss: 0.0311732 | Time: 2283.28 ms
[2022-04-11 05:30:07 main:574] : INFO : Epoch 1551 | loss: 0.03116 | val_loss: 0.0311706 | Time: 2136.62 ms
[2022-04-11 05:30:09 main:574] : INFO : Epoch 1552 | loss: 0.0311612 | val_loss: 0.0311753 | Time: 2285.08 ms
[2022-04-11 05:30:12 main:574] : INFO : Epoch 1553 | loss: 0.0311629 | val_loss: 0.031172 | Time: 2294.92 ms
[2022-04-11 05:30:14 main:574] : INFO : Epoch 1554 | loss: 0.0311616 | val_loss: 0.0311746 | Time: 2279.01 ms
[2022-04-11 05:30:16 main:574] : INFO : Epoch 1555 | loss: 0.0311619 | val_loss: 0.0311696 | Time: 2335.52 ms
[2022-04-11 05:30:18 main:574] : INFO : Epoch 1556 | loss: 0.0311613 | val_loss: 0.0311759 | Time: 2220.74 ms
[2022-04-11 05:30:21 main:574] : INFO : Epoch 1557 | loss: 0.0311595 | val_loss: 0.0311706 | Time: 2203.44 ms
[2022-04-11 05:30:23 main:574] : INFO : Epoch 1558 | loss: 0.0311609 | val_loss: 0.0311702 | Time: 2233.99 ms
[2022-04-11 05:30:25 main:574] : INFO : Epoch 1559 | loss: 0.0311602 | val_loss: 0.0311702 | Time: 2299.22 ms
[2022-04-11 05:30:27 main:574] : INFO : Epoch 1560 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 2120.32 ms
[2022-04-11 05:30:30 main:574] : INFO : Epoch 1561 | loss: 0.0311616 | val_loss: 0.0311787 | Time: 2232.67 ms
[2022-04-11 05:30:32 main:574] : INFO : Epoch 1562 | loss: 0.0311621 | val_loss: 0.0311708 | Time: 2176.67 ms
[2022-04-11 05:30:34 main:574] : INFO : Epoch 1563 | loss: 0.0311583 | val_loss: 0.0311707 | Time: 2319.69 ms
[2022-04-11 05:30:36 main:574] : INFO : Epoch 1564 | loss: 0.0311586 | val_loss: 0.03118 | Time: 2182.98 ms
[2022-04-11 05:30:39 main:574] : INFO : Epoch 1565 | loss: 0.0311632 | val_loss: 0.0311727 | Time: 2293.62 ms
[2022-04-11 05:30:41 main:574] : INFO : Epoch 1566 | loss: 0.0311604 | val_loss: 0.0311733 | Time: 2520.28 ms
[2022-04-11 05:30:44 main:574] : INFO : Epoch 1567 | loss: 0.031157 | val_loss: 0.0311687 | Time: 2470.64 ms
[2022-04-11 05:30:46 main:574] : INFO : Epoch 1568 | loss: 0.031162 | val_loss: 0.0311773 | Time: 2545.72 ms
[2022-04-11 05:30:49 main:574] : INFO : Epoch 1569 | loss: 0.0311562 | val_loss: 0.0311698 | Time: 2612.79 ms
[2022-04-11 05:30:51 main:574] : INFO : Epoch 1570 | loss: 0.0311555 | val_loss: 0.0311692 | Time: 2513.83 ms
[2022-04-11 05:30:54 main:574] : INFO : Epoch 1571 | loss: 0.0311576 | val_loss: 0.0311701 | Time: 2582.98 ms
[2022-04-11 05:30:56 main:574] : INFO : Epoch 1572 | loss: 0.0311559 | val_loss: 0.0311801 | Time: 2542.99 ms
[2022-04-11 05:30:59 main:574] : INFO : Epoch 1573 | loss: 0.031158 | val_loss: 0.0311719 | Time: 2480.49 ms
[2022-04-11 05:31:01 main:574] : INFO : Epoch 1574 | loss: 0.0311549 | val_loss: 0.0311703 | Time: 2542.37 ms
[2022-04-11 05:31:04 main:574] : INFO : Epoch 1575 | loss: 0.0311567 | val_loss: 0.031172 | Time: 2544.1 ms
[2022-04-11 05:31:07 main:574] : INFO : Epoch 1576 | loss: 0.0311595 | val_loss: 0.0311733 | Time: 2544.28 ms
[2022-04-11 05:31:09 main:574] : INFO : Epoch 1577 | loss: 0.0311612 | val_loss: 0.0311706 | Time: 2348.65 ms
[2022-04-11 05:31:11 main:574] : INFO : Epoch 1578 | loss: 0.0311584 | val_loss: 0.0311706 | Time: 2588.91 ms
[2022-04-11 05:31:14 main:574] : INFO : Epoch 1579 | loss: 0.0311567 | val_loss: 0.0311798 | Time: 2258.8 ms
[2022-04-11 05:31:16 main:574] : INFO : Epoch 1580 | loss: 0.0311595 | val_loss: 0.0311722 | Time: 2276.7 ms
[2022-04-11 05:31:18 main:574] : INFO : Epoch 1581 | loss: 0.0311593 | val_loss: 0.031182 | Time: 2429.77 ms
[2022-04-11 05:31:21 main:574] : INFO : Epoch 1582 | loss: 0.0311609 | val_loss: 0.0311779 | Time: 2319.21 ms
[2022-04-11 05:31:23 main:574] : INFO : Epoch 1583 | loss: 0.0311557 | val_loss: 0.0311739 | Time: 2244.42 ms
[2022-04-11 05:31:25 main:574] : INFO : Epoch 1584 | loss: 0.0311548 | val_loss: 0.0311726 | Time: 2400.86 ms
[2022-04-11 05:31:28 main:574] : INFO : Epoch 1585 | loss: 0.031155 | val_loss: 0.03117 | Time: 2410.17 ms
[2022-04-11 05:31:30 main:574] : INFO : Epoch 1586 | loss: 0.0311571 | val_loss: 0.0311711 | Time: 2302.66 ms
[2022-04-11 05:31:32 main:574] : INFO : Epoch 1587 | loss: 0.0311541 | val_loss: 0.0311736 | Time: 2289.31 ms
[2022-04-11 05:31:35 main:574] : INFO : Epoch 1588 | loss: 0.0311561 | val_loss: 0.0311771 | Time: 2315.25 ms
[2022-04-11 05:31:37 main:574] : INFO : Epoch 1589 | loss: 0.0311565 | val_loss: 0.031173 | Time: 2272.44 ms
[2022-04-11 05:31:39 main:574] : INFO : Epoch 1590 | loss: 0.0311562 | val_loss: 0.0311716 | Time: 2258.56 ms
[2022-04-11 05:31:42 main:574] : INFO : Epoch 1591 | loss: 0.0311546 | val_loss: 0.0311787 | Time: 2329.95 ms
[2022-04-11 05:31:44 main:574] : INFO : Epoch 1592 | loss: 0.0311574 | val_loss: 0.031173 | Time: 2163.71 ms
[2022-04-11 05:31:46 main:574] : INFO : Epoch 1593 | loss: 0.0311569 | val_loss: 0.0311694 | Time: 2238.49 ms
[2022-04-11 05:31:48 main:574] : INFO : Epoch 1594 | loss: 0.0311548 | val_loss: 0.0311733 | Time: 2375.12 ms
[2022-04-11 05:31:51 main:574] : INFO : Epoch 1595 | loss: 0.0311555 | val_loss: 0.031177 | Time: 2239.65 ms
[2022-04-11 05:31:53 main:574] : INFO : Epoch 1596 | loss: 0.0311556 | val_loss: 0.0311698 | Time: 2231.87 ms
[2022-04-11 05:31:55 main:574] : INFO : Epoch 1597 | loss: 0.0311539 | val_loss: 0.0311727 | Time: 2215.69 ms
[2022-04-11 05:31:57 main:574] : INFO : Epoch 1598 | loss: 0.0311552 | val_loss: 0.0311757 | Time: 2206.06 ms
[2022-04-11 05:32:00 main:574] : INFO : Epoch 1599 | loss: 0.0311584 | val_loss: 0.0311715 | Time: 2359.74 ms
[2022-04-11 05:32:02 main:574] : INFO : Epoch 1600 | loss: 0.0311552 | val_loss: 0.0311691 | Time: 2196.08 ms
[2022-04-11 05:32:04 main:574] : INFO : Epoch 1601 | loss: 0.0311561 | val_loss: 0.0311719 | Time: 2200.73 ms
[2022-04-11 05:32:06 main:574] : INFO : Epoch 1602 | loss: 0.0311568 | val_loss: 0.03117 | Time: 2334.93 ms
[2022-04-11 05:32:09 main:574] : INFO : Epoch 1603 | loss: 0.0311544 | val_loss: 0.0311705 | Time: 2239.96 ms
[2022-04-11 05:32:11 main:574] : INFO : Epoch 1604 | loss: 0.0311537 | val_loss: 0.031171 | Time: 2197.43 ms
[2022-04-11 05:32:13 main:574] : INFO : Epoch 1605 | loss: 0.0311552 | val_loss: 0.031171 | Time: 2262.46 ms
[2022-04-11 05:32:15 main:574] : INFO : Epoch 1606 | loss: 0.0311539 | val_loss: 0.0311727 | Time: 2343.99 ms
[2022-04-11 05:32:18 main:574] : INFO : Epoch 1607 | loss: 0.0311556 | val_loss: 0.0311739 | Time: 2196.77 ms
[2022-04-11 05:32:20 main:574] : INFO : Epoch 1608 | loss: 0.0311525 | val_loss: 0.0311701 | Time: 2245.41 ms
[2022-04-11 05:32:22 main:574] : INFO : Epoch 1609 | loss: 0.0311541 | val_loss: 0.0311719 | Time: 2346.68 ms
[2022-04-11 05:32:24 main:574] : INFO : Epoch 1610 | loss: 0.0311546 | val_loss: 0.0311739 | Time: 2187.11 ms
[2022-04-11 05:32:27 main:574] : INFO : Epoch 1611 | loss: 0.0311575 | val_loss: 0.0311765 | Time: 2435.09 ms
[2022-04-11 05:32:29 main:574] : INFO : Epoch 1612 | loss: 0.0311611 | val_loss: 0.0311781 | Time: 2428.42 ms
[2022-04-11 05:32:32 main:574] : INFO : Epoch 1613 | loss: 0.0311587 | val_loss: 0.0311727 | Time: 2666.37 ms
[2022-04-11 05:32:35 main:574] : INFO : Epoch 1614 | loss: 0.0311596 | val_loss: 0.0311781 | Time: 2467.48 ms
[2022-04-11 05:32:37 main:574] : INFO : Epoch 1615 | loss: 0.0311652 | val_loss: 0.031174 | Time: 2620.69 ms
[2022-04-11 05:32:40 main:574] : INFO : Epoch 1616 | loss: 0.0311617 | val_loss: 0.03117 | Time: 2451.89 ms
[2022-04-11 05:32:42 main:574] : INFO : Epoch 1617 | loss: 0.0311586 | val_loss: 0.0311726 | Time: 2500.86 ms
[2022-04-11 05:32:45 main:574] : INFO : Epoch 1618 | loss: 0.0311581 | val_loss: 0.0311713 | Time: 2522.54 ms
[2022-04-11 05:32:47 main:574] : INFO : Epoch 1619 | loss: 0.0311567 | val_loss: 0.0311752 | Time: 2348.95 ms
[2022-04-11 05:32:50 main:574] : INFO : Epoch 1620 | loss: 0.0311549 | val_loss: 0.0311709 | Time: 2355.21 ms
[2022-04-11 05:32:52 main:574] : INFO : Epoch 1621 | loss: 0.0311533 | val_loss: 0.0311721 | Time: 2274.52 ms
[2022-04-11 05:32:55 main:574] : INFO : Epoch 1622 | loss: 0.031155 | val_loss: 0.0311722 | Time: 2289.98 ms
[2022-04-11 05:32:57 main:574] : INFO : Epoch 1623 | loss: 0.0311579 | val_loss: 0.0311742 | Time: 2286.13 ms
[2022-04-11 05:32:59 main:574] : INFO : Epoch 1624 | loss: 0.0311572 | val_loss: 0.031171 | Time: 2163.57 ms
[2022-04-11 05:33:01 main:574] : INFO : Epoch 1625 | loss: 0.031157 | val_loss: 0.0311718 | Time: 2139.32 ms
[2022-04-11 05:33:04 main:574] : INFO : Epoch 1626 | loss: 0.0311553 | val_loss: 0.0311858 | Time: 2210.87 ms
[2022-04-11 05:33:06 main:574] : INFO : Epoch 1627 | loss: 0.0311598 | val_loss: 0.0311728 | Time: 2194.54 ms
[2022-04-11 05:33:08 main:574] : INFO : Epoch 1628 | loss: 0.0311552 | val_loss: 0.0311776 | Time: 2238.11 ms
[2022-04-11 05:33:10 main:574] : INFO : Epoch 1629 | loss: 0.0311577 | val_loss: 0.0311727 | Time: 2283.37 ms
[2022-04-11 05:33:13 main:574] : INFO : Epoch 1630 | loss: 0.0311548 | val_loss: 0.0311715 | Time: 2273.12 ms
[2022-04-11 05:33:15 main:574] : INFO : Epoch 1631 | loss: 0.0311575 | val_loss: 0.0311808 | Time: 2105.02 ms
[2022-04-11 05:33:17 main:574] : INFO : Epoch 1632 | loss: 0.0311594 | val_loss: 0.0311767 | Time: 2268.97 ms
[2022-04-11 05:33:19 main:574] : INFO : Epoch 1633 | loss: 0.031159 | val_loss: 0.0311701 | Time: 2241.11 ms
[2022-04-11 05:33:21 main:574] : INFO : Epoch 1634 | loss: 0.0311528 | val_loss: 0.0311673 | Time: 2281.83 ms
[2022-04-11 05:33:24 main:574] : INFO : Epoch 1635 | loss: 0.0311576 | val_loss: 0.0311721 | Time: 2212.27 ms
[2022-04-11 05:33:26 main:574] : INFO : Epoch 1636 | loss: 0.0311566 | val_loss: 0.0311722 | Time: 2286.16 ms
[2022-04-11 05:33:28 main:574] : INFO : Epoch 1637 | loss: 0.0311542 | val_loss: 0.0311684 | Time: 2188.98 ms
[2022-04-11 05:33:30 main:574] : INFO : Epoch 1638 | loss: 0.031155 | val_loss: 0.0311713 | Time: 2191.76 ms
[2022-04-11 05:33:33 main:574] : INFO : Epoch 1639 | loss: 0.0311558 | val_loss: 0.0311729 | Time: 2200.57 ms
[2022-04-11 05:33:35 main:574] : INFO : Epoch 1640 | loss: 0.031157 | val_loss: 0.0311781 | Time: 2259.37 ms
[2022-04-11 05:33:37 main:574] : INFO : Epoch 1641 | loss: 0.0311604 | val_loss: 0.0311839 | Time: 2190.05 ms
[2022-04-11 05:33:39 main:574] : INFO : Epoch 1642 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 2259.35 ms
[2022-04-11 05:33:42 main:574] : INFO : Epoch 1643 | loss: 0.0311538 | val_loss: 0.0311693 | Time: 2287.2 ms
[2022-04-11 05:33:44 main:574] : INFO : Epoch 1644 | loss: 0.031155 | val_loss: 0.0311697 | Time: 2187.54 ms
[2022-04-11 05:33:46 main:574] : INFO : Epoch 1645 | loss: 0.0311547 | val_loss: 0.0311742 | Time: 2215.57 ms
[2022-04-11 05:33:48 main:574] : INFO : Epoch 1646 | loss: 0.0311542 | val_loss: 0.0311741 | Time: 2272.17 ms
[2022-04-11 05:33:50 main:574] : INFO : Epoch 1647 | loss: 0.0311541 | val_loss: 0.031172 | Time: 2211.39 ms
[2022-04-11 05:33:53 main:574] : INFO : Epoch 1648 | loss: 0.0311547 | val_loss: 0.031169 | Time: 2142.91 ms
[2022-04-11 05:33:55 main:574] : INFO : Epoch 1649 | loss: 0.0311561 | val_loss: 0.031176 | Time: 2154.91 ms
[2022-04-11 05:33:57 main:574] : INFO : Epoch 1650 | loss: 0.0311549 | val_loss: 0.0311697 | Time: 2256.31 ms
[2022-04-11 05:33:59 main:574] : INFO : Epoch 1651 | loss: 0.0311552 | val_loss: 0.0311725 | Time: 2242.81 ms
[2022-04-11 05:34:01 main:574] : INFO : Epoch 1652 | loss: 0.0311563 | val_loss: 0.0311675 | Time: 2174.95 ms
[2022-04-11 05:34:04 main:574] : INFO : Epoch 1653 | loss: 0.0311566 | val_loss: 0.0311727 | Time: 2302.06 ms
[2022-04-11 05:34:06 main:574] : INFO : Epoch 1654 | loss: 0.0311562 | val_loss: 0.0311721 | Time: 2174.28 ms
[2022-04-11 05:34:08 main:574] : INFO : Epoch 1655 | loss: 0.0311561 | val_loss: 0.0311719 | Time: 2198.43 ms
[2022-04-11 05:34:10 main:574] : INFO : Epoch 1656 | loss: 0.0311556 | val_loss: 0.0311714 | Time: 2218.37 ms
[2022-04-11 05:34:13 main:574] : INFO : Epoch 1657 | loss: 0.0311551 | val_loss: 0.0311722 | Time: 2332.76 ms
[2022-04-11 05:34:15 main:574] : INFO : Epoch 1658 | loss: 0.0311541 | val_loss: 0.0311767 | Time: 2124.22 ms
[2022-04-11 05:34:17 main:574] : INFO : Epoch 1659 | loss: 0.0311595 | val_loss: 0.0311805 | Time: 2280.68 ms
[2022-04-11 05:34:19 main:574] : INFO : Epoch 1660 | loss: 0.0311579 | val_loss: 0.0311713 | Time: 2210.84 ms
[2022-04-11 05:34:22 main:574] : INFO : Epoch 1661 | loss: 0.0311552 | val_loss: 0.0311694 | Time: 2184.82 ms
[2022-04-11 05:34:24 main:574] : INFO : Epoch 1662 | loss: 0.031153 | val_loss: 0.0311683 | Time: 2230.7 ms
[2022-04-11 05:34:26 main:574] : INFO : Epoch 1663 | loss: 0.0311527 | val_loss: 0.0311753 | Time: 2222.29 ms
[2022-04-11 05:34:28 main:574] : INFO : Epoch 1664 | loss: 0.0311672 | val_loss: 0.0311831 | Time: 2170.3 ms
[2022-04-11 05:34:30 main:574] : INFO : Epoch 1665 | loss: 0.0311795 | val_loss: 0.031179 | Time: 2141.38 ms
[2022-04-11 05:34:33 main:574] : INFO : Epoch 1666 | loss: 0.0311757 | val_loss: 0.0311746 | Time: 2280.97 ms
[2022-04-11 05:34:35 main:574] : INFO : Epoch 1667 | loss: 0.0311727 | val_loss: 0.0311751 | Time: 2178.26 ms
[2022-04-11 05:34:37 main:574] : INFO : Epoch 1668 | loss: 0.031169 | val_loss: 0.0311752 | Time: 2262.84 ms
[2022-04-11 05:34:39 main:574] : INFO : Epoch 1669 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 2184.35 ms
[2022-04-11 05:34:42 main:574] : INFO : Epoch 1670 | loss: 0.031166 | val_loss: 0.0311776 | Time: 2362.28 ms
[2022-04-11 05:34:44 main:574] : INFO : Epoch 1671 | loss: 0.0311661 | val_loss: 0.0311763 | Time: 2240.85 ms
[2022-04-11 05:34:46 main:574] : INFO : Epoch 1672 | loss: 0.0311635 | val_loss: 0.0311736 | Time: 2222.86 ms
[2022-04-11 05:34:48 main:574] : INFO : Epoch 1673 | loss: 0.031164 | val_loss: 0.0311733 | Time: 2117.47 ms
[2022-04-11 05:34:50 main:574] : INFO : Epoch 1674 | loss: 0.0311635 | val_loss: 0.031173 | Time: 2199.86 ms
[2022-04-11 05:34:53 main:574] : INFO : Epoch 1675 | loss: 0.031163 | val_loss: 0.0311726 | Time: 2233.64 ms
[2022-04-11 05:34:55 main:574] : INFO : Epoch 1676 | loss: 0.0311648 | val_loss: 0.0311737 | Time: 2235.38 ms
[2022-04-11 05:34:57 main:574] : INFO : Epoch 1677 | loss: 0.031164 | val_loss: 0.0311767 | Time: 2204.39 ms
[2022-04-11 05:34:59 main:574] : INFO : Epoch 1678 | loss: 0.0311665 | val_loss: 0.0311736 | Time: 2141.94 ms
[2022-04-11 05:35:01 main:574] : INFO : Epoch 1679 | loss: 0.0311661 | val_loss: 0.0311719 | Time: 2225.87 ms
[2022-04-11 05:35:04 main:574] : INFO : Epoch 1680 | loss: 0.0311662 | val_loss: 0.0311748 | Time: 2339.07 ms
[2022-04-11 05:35:06 main:574] : INFO : Epoch 1681 | loss: 0.0311672 | val_loss: 0.0311797 | Time: 2325.07 ms
[2022-04-11 05:35:08 main:574] : INFO : Epoch 1682 | loss: 0.0311648 | val_loss: 0.0311729 | Time: 2209.3 ms
[2022-04-11 05:35:11 main:574] : INFO : Epoch 1683 | loss: 0.0311625 | val_loss: 0.0311726 | Time: 2160.75 ms
[2022-04-11 05:35:13 main:574] : INFO : Epoch 1684 | loss: 0.0311607 | val_loss: 0.0311727 | Time: 2205.97 ms
[2022-04-11 05:35:15 main:574] : INFO : Epoch 1685 | loss: 0.0311618 | val_loss: 0.0311716 | Time: 2267.69 ms
[2022-04-11 05:35:17 main:574] : INFO : Epoch 1686 | loss: 0.0311614 | val_loss: 0.0311782 | Time: 2215.77 ms
[2022-04-11 05:35:19 main:574] : INFO : Epoch 1687 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 2180.78 ms
[2022-04-11 05:35:22 main:574] : INFO : Epoch 1688 | loss: 0.0311602 | val_loss: 0.0311738 | Time: 2170.29 ms
[2022-04-11 05:35:24 main:574] : INFO : Epoch 1689 | loss: 0.0311631 | val_loss: 0.0311782 | Time: 2221.57 ms
[2022-04-11 05:35:26 main:574] : INFO : Epoch 1690 | loss: 0.0311635 | val_loss: 0.0311714 | Time: 2265.01 ms
[2022-04-11 05:35:28 main:574] : INFO : Epoch 1691 | loss: 0.0311641 | val_loss: 0.0311722 | Time: 2325.77 ms
[2022-04-11 05:35:31 main:574] : INFO : Epoch 1692 | loss: 0.0311616 | val_loss: 0.0311728 | Time: 2255.22 ms
[2022-04-11 05:35:33 main:574] : INFO : Epoch 1693 | loss: 0.0311618 | val_loss: 0.0311729 | Time: 2272.3 ms
[2022-04-11 05:35:35 main:574] : INFO : Epoch 1694 | loss: 0.0311611 | val_loss: 0.0311776 | Time: 2209.09 ms
[2022-04-11 05:35:37 main:574] : INFO : Epoch 1695 | loss: 0.0311616 | val_loss: 0.0311729 | Time: 2204 ms
[2022-04-11 05:35:40 main:574] : INFO : Epoch 1696 | loss: 0.0311574 | val_loss: 0.0311745 | Time: 2213.87 ms
[2022-04-11 05:35:42 main:574] : INFO : Epoch 1697 | loss: 0.0311587 | val_loss: 0.0311772 | Time: 2169.01 ms
[2022-04-11 05:35:44 main:574] : INFO : Epoch 1698 | loss: 0.0311602 | val_loss: 0.0311836 | Time: 2179.28 ms
[2022-04-11 05:35:46 main:574] : INFO : Epoch 1699 | loss: 0.0311619 | val_loss: 0.0311719 | Time: 2221.21 ms
[2022-04-11 05:35:48 main:574] : INFO : Epoch 1700 | loss: 0.0311586 | val_loss: 0.031175 | Time: 2226.2 ms
[2022-04-11 05:35:51 main:574] : INFO : Epoch 1701 | loss: 0.031162 | val_loss: 0.0311852 | Time: 2244.06 ms
[2022-04-11 05:35:53 main:574] : INFO : Epoch 1702 | loss: 0.0311614 | val_loss: 0.031179 | Time: 2191.55 ms
[2022-04-11 05:35:55 main:574] : INFO : Epoch 1703 | loss: 0.0311574 | val_loss: 0.0311706 | Time: 2243.88 ms
[2022-04-11 05:35:57 main:574] : INFO : Epoch 1704 | loss: 0.031158 | val_loss: 0.0311828 | Time: 2264.27 ms
[2022-04-11 05:36:00 main:574] : INFO : Epoch 1705 | loss: 0.0311647 | val_loss: 0.0311762 | Time: 2264.17 ms
[2022-04-11 05:36:02 main:574] : INFO : Epoch 1706 | loss: 0.0311592 | val_loss: 0.0311703 | Time: 2329.58 ms
[2022-04-11 05:36:04 main:574] : INFO : Epoch 1707 | loss: 0.0311561 | val_loss: 0.0311733 | Time: 2154.04 ms
[2022-04-11 05:36:06 main:574] : INFO : Epoch 1708 | loss: 0.0311572 | val_loss: 0.031172 | Time: 2189.84 ms
[2022-04-11 05:36:09 main:574] : INFO : Epoch 1709 | loss: 0.0311567 | val_loss: 0.0311713 | Time: 2149.41 ms
[2022-04-11 05:36:11 main:574] : INFO : Epoch 1710 | loss: 0.0311581 | val_loss: 0.0311707 | Time: 2277.39 ms
[2022-04-11 05:36:13 main:574] : INFO : Epoch 1711 | loss: 0.0311555 | val_loss: 0.0311687 | Time: 2179.14 ms
[2022-04-11 05:36:15 main:574] : INFO : Epoch 1712 | loss: 0.0311552 | val_loss: 0.0311687 | Time: 2180.62 ms
[2022-04-11 05:36:17 main:574] : INFO : Epoch 1713 | loss: 0.0311562 | val_loss: 0.0311741 | Time: 2202.81 ms
[2022-04-11 05:36:20 main:574] : INFO : Epoch 1714 | loss: 0.0311556 | val_loss: 0.0311723 | Time: 2172.27 ms
[2022-04-11 05:36:22 main:574] : INFO : Epoch 1715 | loss: 0.0311571 | val_loss: 0.031167 | Time: 2251.76 ms
[2022-04-11 05:36:24 main:574] : INFO : Epoch 1716 | loss: 0.0311537 | val_loss: 0.0311676 | Time: 2300.18 ms
[2022-04-11 05:36:26 main:574] : INFO : Epoch 1717 | loss: 0.0311555 | val_loss: 0.0311859 | Time: 2362 ms
[2022-04-11 05:36:29 main:574] : INFO : Epoch 1718 | loss: 0.0311566 | val_loss: 0.0311776 | Time: 2333.39 ms
[2022-04-11 05:36:31 main:574] : INFO : Epoch 1719 | loss: 0.0311591 | val_loss: 0.0311676 | Time: 2292.13 ms
[2022-04-11 05:36:33 main:574] : INFO : Epoch 1720 | loss: 0.0311554 | val_loss: 0.0311668 | Time: 2147.35 ms
[2022-04-11 05:36:36 main:574] : INFO : Epoch 1721 | loss: 0.031155 | val_loss: 0.0311731 | Time: 2278.15 ms
[2022-04-11 05:36:38 main:574] : INFO : Epoch 1722 | loss: 0.0311558 | val_loss: 0.0311684 | Time: 2221.9 ms
[2022-04-11 05:36:40 main:574] : INFO : Epoch 1723 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 2156.05 ms
[2022-04-11 05:36:42 main:574] : INFO : Epoch 1724 | loss: 0.0311532 | val_loss: 0.0311742 | Time: 2229.23 ms
[2022-04-11 05:36:44 main:574] : INFO : Epoch 1725 | loss: 0.0311547 | val_loss: 0.0311668 | Time: 2192.35 ms
[2022-04-11 05:36:47 main:574] : INFO : Epoch 1726 | loss: 0.0311531 | val_loss: 0.0311684 | Time: 2177.54 ms
[2022-04-11 05:36:49 main:574] : INFO : Epoch 1727 | loss: 0.031159 | val_loss: 0.0311704 | Time: 2182.75 ms
[2022-04-11 05:36:51 main:574] : INFO : Epoch 1728 | loss: 0.0311572 | val_loss: 0.0311703 | Time: 2225.27 ms
[2022-04-11 05:36:53 main:574] : INFO : Epoch 1729 | loss: 0.0311558 | val_loss: 0.0311729 | Time: 2165.4 ms
[2022-04-11 05:36:55 main:574] : INFO : Epoch 1730 | loss: 0.0311576 | val_loss: 0.0311795 | Time: 2236.64 ms
[2022-04-11 05:36:58 main:574] : INFO : Epoch 1731 | loss: 0.0311613 | val_loss: 0.0311753 | Time: 2231.98 ms
[2022-04-11 05:37:00 main:574] : INFO : Epoch 1732 | loss: 0.031158 | val_loss: 0.0311715 | Time: 2194.62 ms
[2022-04-11 05:37:02 main:574] : INFO : Epoch 1733 | loss: 0.0311539 | val_loss: 0.0311675 | Time: 2158.52 ms
[2022-04-11 05:37:04 main:574] : INFO : Epoch 1734 | loss: 0.0311547 | val_loss: 0.0311703 | Time: 2358.02 ms
[2022-04-11 05:37:07 main:574] : INFO : Epoch 1735 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 2215.4 ms
[2022-04-11 05:37:09 main:574] : INFO : Epoch 1736 | loss: 0.0311569 | val_loss: 0.0311773 | Time: 2229.2 ms
[2022-04-11 05:37:11 main:574] : INFO : Epoch 1737 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 2221.64 ms
[2022-04-11 05:37:13 main:574] : INFO : Epoch 1738 | loss: 0.0311526 | val_loss: 0.0311739 | Time: 2169.79 ms
[2022-04-11 05:37:15 main:574] : INFO : Epoch 1739 | loss: 0.0311559 | val_loss: 0.0311753 | Time: 2225.87 ms
[2022-04-11 05:37:18 main:574] : INFO : Epoch 1740 | loss: 0.0311535 | val_loss: 0.0311707 | Time: 2275.49 ms
[2022-04-11 05:37:20 main:574] : INFO : Epoch 1741 | loss: 0.0311535 | val_loss: 0.0311704 | Time: 2213.28 ms
[2022-04-11 05:37:22 main:574] : INFO : Epoch 1742 | loss: 0.0311522 | val_loss: 0.0311672 | Time: 2140.26 ms
[2022-04-11 05:37:24 main:574] : INFO : Epoch 1743 | loss: 0.0311508 | val_loss: 0.0311675 | Time: 2307.62 ms
[2022-04-11 05:37:27 main:574] : INFO : Epoch 1744 | loss: 0.0311519 | val_loss: 0.0311684 | Time: 2190.84 ms
[2022-04-11 05:37:29 main:574] : INFO : Epoch 1745 | loss: 0.0311544 | val_loss: 0.0311705 | Time: 2241.64 ms
[2022-04-11 05:37:31 main:574] : INFO : Epoch 1746 | loss: 0.0311571 | val_loss: 0.0311712 | Time: 2186.79 ms
[2022-04-11 05:37:33 main:574] : INFO : Epoch 1747 | loss: 0.031157 | val_loss: 0.0311726 | Time: 2185.37 ms
[2022-04-11 05:37:35 main:574] : INFO : Epoch 1748 | loss: 0.0311568 | val_loss: 0.0311724 | Time: 2196.58 ms
[2022-04-11 05:37:38 main:574] : INFO : Epoch 1749 | loss: 0.0311637 | val_loss: 0.0311697 | Time: 2184.33 ms
[2022-04-11 05:37:40 main:574] : INFO : Epoch 1750 | loss: 0.031159 | val_loss: 0.0311713 | Time: 2117.87 ms
[2022-04-11 05:37:42 main:574] : INFO : Epoch 1751 | loss: 0.0311565 | val_loss: 0.0311729 | Time: 2388.31 ms
[2022-04-11 05:37:44 main:574] : INFO : Epoch 1752 | loss: 0.0311565 | val_loss: 0.0311695 | Time: 2184.41 ms
[2022-04-11 05:37:47 main:574] : INFO : Epoch 1753 | loss: 0.0311571 | val_loss: 0.0311676 | Time: 2245.46 ms
[2022-04-11 05:37:49 main:574] : INFO : Epoch 1754 | loss: 0.0311536 | val_loss: 0.0311684 | Time: 2278.57 ms
[2022-04-11 05:37:51 main:574] : INFO : Epoch 1755 | loss: 0.0311527 | val_loss: 0.0311678 | Time: 2248.91 ms
[2022-04-11 05:37:53 main:574] : INFO : Epoch 1756 | loss: 0.0311526 | val_loss: 0.0311688 | Time: 2328.84 ms
[2022-04-11 05:37:56 main:574] : INFO : Epoch 1757 | loss: 0.0311588 | val_loss: 0.0311678 | Time: 2261.16 ms
[2022-04-11 05:37:58 main:574] : INFO : Epoch 1758 | loss: 0.0311574 | val_loss: 0.0311687 | Time: 2207.35 ms
[2022-04-11 05:38:00 main:574] : INFO : Epoch 1759 | loss: 0.0311564 | val_loss: 0.0311713 | Time: 2347.4 ms
[2022-04-11 05:38:02 main:574] : INFO : Epoch 1760 | loss: 0.0311522 | val_loss: 0.0311678 | Time: 2163.4 ms
[2022-04-11 05:38:05 main:574] : INFO : Epoch 1761 | loss: 0.0311532 | val_loss: 0.0311702 | Time: 2224.5 ms
[2022-04-11 05:38:07 main:574] : INFO : Epoch 1762 | loss: 0.0311512 | val_loss: 0.0311693 | Time: 2246.16 ms
[2022-04-11 05:38:09 main:574] : INFO : Epoch 1763 | loss: 0.0311514 | val_loss: 0.0311688 | Time: 2295.43 ms
[2022-04-11 05:38:11 main:574] : INFO : Epoch 1764 | loss: 0.0311544 | val_loss: 0.0311712 | Time: 2173.93 ms
[2022-04-11 05:38:14 main:574] : INFO : Epoch 1765 | loss: 0.0311537 | val_loss: 0.0311698 | Time: 2224.42 ms
[2022-04-11 05:38:16 main:574] : INFO : Epoch 1766 | loss: 0.0311517 | val_loss: 0.0311678 | Time: 2196.57 ms
[2022-04-11 05:38:18 main:574] : INFO : Epoch 1767 | loss: 0.0311532 | val_loss: 0.031169 | Time: 2261.57 ms
[2022-04-11 05:38:20 main:574] : INFO : Epoch 1768 | loss: 0.0311548 | val_loss: 0.0311702 | Time: 2152.51 ms
[2022-04-11 05:38:22 main:574] : INFO : Epoch 1769 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 2097.13 ms
[2022-04-11 05:38:25 main:574] : INFO : Epoch 1770 | loss: 0.0311559 | val_loss: 0.03117 | Time: 2248.61 ms
[2022-04-11 05:38:27 main:574] : INFO : Epoch 1771 | loss: 0.0311599 | val_loss: 0.0311704 | Time: 2152.37 ms
[2022-04-11 05:38:29 main:574] : INFO : Epoch 1772 | loss: 0.0311622 | val_loss: 0.0311764 | Time: 2200.49 ms
[2022-04-11 05:38:31 main:574] : INFO : Epoch 1773 | loss: 0.0311618 | val_loss: 0.0311709 | Time: 2290.55 ms
[2022-04-11 05:38:33 main:574] : INFO : Epoch 1774 | loss: 0.0311584 | val_loss: 0.0311777 | Time: 2170.33 ms
[2022-04-11 05:38:36 main:574] : INFO : Epoch 1775 | loss: 0.0311645 | val_loss: 0.0311775 | Time: 2270.52 ms
[2022-04-11 05:38:38 main:574] : INFO : Epoch 1776 | loss: 0.0311605 | val_loss: 0.0311717 | Time: 2189.22 ms
[2022-04-11 05:38:40 main:574] : INFO : Epoch 1777 | loss: 0.0311583 | val_loss: 0.0311698 | Time: 2189.48 ms
[2022-04-11 05:38:42 main:574] : INFO : Epoch 1778 | loss: 0.0311577 | val_loss: 0.0311762 | Time: 2255.73 ms
[2022-04-11 05:38:45 main:574] : INFO : Epoch 1779 | loss: 0.0311584 | val_loss: 0.0311735 | Time: 2184.79 ms
[2022-04-11 05:38:47 main:574] : INFO : Epoch 1780 | loss: 0.0311594 | val_loss: 0.0311757 | Time: 2147.81 ms
[2022-04-11 05:38:49 main:574] : INFO : Epoch 1781 | loss: 0.0311576 | val_loss: 0.0311704 | Time: 2297.09 ms
[2022-04-11 05:38:51 main:574] : INFO : Epoch 1782 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 2215.12 ms
[2022-04-11 05:38:54 main:574] : INFO : Epoch 1783 | loss: 0.0311598 | val_loss: 0.031176 | Time: 2305.4 ms
[2022-04-11 05:38:56 main:574] : INFO : Epoch 1784 | loss: 0.031165 | val_loss: 0.0311772 | Time: 2282.23 ms
[2022-04-11 05:38:58 main:574] : INFO : Epoch 1785 | loss: 0.0311727 | val_loss: 0.0311823 | Time: 2266.15 ms
[2022-04-11 05:39:00 main:574] : INFO : Epoch 1786 | loss: 0.031173 | val_loss: 0.0311747 | Time: 2164.94 ms
[2022-04-11 05:39:02 main:574] : INFO : Epoch 1787 | loss: 0.0311707 | val_loss: 0.0311759 | Time: 2172.85 ms
[2022-04-11 05:39:05 main:574] : INFO : Epoch 1788 | loss: 0.0311697 | val_loss: 0.0311774 | Time: 2226.31 ms
[2022-04-11 05:39:07 main:574] : INFO : Epoch 1789 | loss: 0.0311651 | val_loss: 0.0311754 | Time: 2351.46 ms
[2022-04-11 05:39:09 main:574] : INFO : Epoch 1790 | loss: 0.0311673 | val_loss: 0.0311752 | Time: 2415.49 ms
[2022-04-11 05:39:12 main:574] : INFO : Epoch 1791 | loss: 0.031166 | val_loss: 0.0311734 | Time: 2300.09 ms
[2022-04-11 05:39:14 main:574] : INFO : Epoch 1792 | loss: 0.031162 | val_loss: 0.0311728 | Time: 2202.95 ms
[2022-04-11 05:39:16 main:574] : INFO : Epoch 1793 | loss: 0.0311612 | val_loss: 0.0311715 | Time: 2232.39 ms
[2022-04-11 05:39:19 main:574] : INFO : Epoch 1794 | loss: 0.0311599 | val_loss: 0.0311736 | Time: 2403 ms
[2022-04-11 05:39:21 main:574] : INFO : Epoch 1795 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 2266.94 ms
[2022-04-11 05:39:23 main:574] : INFO : Epoch 1796 | loss: 0.0311604 | val_loss: 0.0311707 | Time: 2218.81 ms
[2022-04-11 05:39:25 main:574] : INFO : Epoch 1797 | loss: 0.0311596 | val_loss: 0.0311808 | Time: 2236.72 ms
[2022-04-11 05:39:27 main:574] : INFO : Epoch 1798 | loss: 0.0311634 | val_loss: 0.0311717 | Time: 2161.37 ms
[2022-04-11 05:39:30 main:574] : INFO : Epoch 1799 | loss: 0.031159 | val_loss: 0.0311719 | Time: 2267.91 ms
[2022-04-11 05:39:32 main:574] : INFO : Epoch 1800 | loss: 0.0311608 | val_loss: 0.0311754 | Time: 2218.4 ms
[2022-04-11 05:39:34 main:574] : INFO : Epoch 1801 | loss: 0.0311589 | val_loss: 0.03117 | Time: 2282.06 ms
[2022-04-11 05:39:37 main:574] : INFO : Epoch 1802 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 2283.57 ms
[2022-04-11 05:39:39 main:574] : INFO : Epoch 1803 | loss: 0.031161 | val_loss: 0.0311748 | Time: 2198.04 ms
[2022-04-11 05:39:41 main:574] : INFO : Epoch 1804 | loss: 0.0311605 | val_loss: 0.0311683 | Time: 2310.97 ms
[2022-04-11 05:39:43 main:574] : INFO : Epoch 1805 | loss: 0.0311587 | val_loss: 0.0311688 | Time: 2347.8 ms
[2022-04-11 05:39:46 main:574] : INFO : Epoch 1806 | loss: 0.0311668 | val_loss: 0.0311898 | Time: 2449.73 ms
[2022-04-11 05:39:48 main:574] : INFO : Epoch 1807 | loss: 0.0311812 | val_loss: 0.0311761 | Time: 2477.07 ms
[2022-04-11 05:39:51 main:574] : INFO : Epoch 1808 | loss: 0.0311616 | val_loss: 0.031183 | Time: 2537.57 ms
[2022-04-11 05:39:53 main:574] : INFO : Epoch 1809 | loss: 0.0311576 | val_loss: 0.0311701 | Time: 2471.52 ms
[2022-04-11 05:39:56 main:574] : INFO : Epoch 1810 | loss: 0.0311562 | val_loss: 0.0311844 | Time: 2615.11 ms
[2022-04-11 05:39:58 main:574] : INFO : Epoch 1811 | loss: 0.0311593 | val_loss: 0.0311685 | Time: 2392.61 ms
[2022-04-11 05:40:01 main:574] : INFO : Epoch 1812 | loss: 0.031154 | val_loss: 0.0311688 | Time: 2491.68 ms
[2022-04-11 05:40:04 main:574] : INFO : Epoch 1813 | loss: 0.0311546 | val_loss: 0.0311693 | Time: 2566.12 ms
[2022-04-11 05:40:06 main:574] : INFO : Epoch 1814 | loss: 0.0311571 | val_loss: 0.0311733 | Time: 2355.06 ms
[2022-04-11 05:40:08 main:574] : INFO : Epoch 1815 | loss: 0.0311552 | val_loss: 0.031168 | Time: 2320.12 ms
[2022-04-11 05:40:11 main:574] : INFO : Epoch 1816 | loss: 0.0311533 | val_loss: 0.0311677 | Time: 2307.53 ms
[2022-04-11 05:40:13 main:574] : INFO : Epoch 1817 | loss: 0.0311586 | val_loss: 0.0311739 | Time: 2066.27 ms
[2022-04-11 05:40:15 main:574] : INFO : Epoch 1818 | loss: 0.031166 | val_loss: 0.0311717 | Time: 2276.8 ms
[2022-04-11 05:40:17 main:574] : INFO : Epoch 1819 | loss: 0.031164 | val_loss: 0.0311727 | Time: 2250.45 ms
[2022-04-11 05:40:19 main:574] : INFO : Epoch 1820 | loss: 0.0311628 | val_loss: 0.0311716 | Time: 2187.66 ms
[2022-04-11 05:40:22 main:574] : INFO : Epoch 1821 | loss: 0.0311624 | val_loss: 0.0311717 | Time: 2337.09 ms
[2022-04-11 05:40:24 main:574] : INFO : Epoch 1822 | loss: 0.0311644 | val_loss: 0.0311698 | Time: 2332.7 ms
[2022-04-11 05:40:26 main:574] : INFO : Epoch 1823 | loss: 0.0311666 | val_loss: 0.0311688 | Time: 2200.63 ms
[2022-04-11 05:40:28 main:574] : INFO : Epoch 1824 | loss: 0.0311631 | val_loss: 0.0311713 | Time: 2280.73 ms
[2022-04-11 05:40:31 main:574] : INFO : Epoch 1825 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 2212.17 ms
[2022-04-11 05:40:33 main:574] : INFO : Epoch 1826 | loss: 0.0311632 | val_loss: 0.0311708 | Time: 2318.55 ms
[2022-04-11 05:40:35 main:574] : INFO : Epoch 1827 | loss: 0.0311589 | val_loss: 0.0311681 | Time: 2185.04 ms
[2022-04-11 05:40:38 main:574] : INFO : Epoch 1828 | loss: 0.0311572 | val_loss: 0.0311693 | Time: 2286.35 ms
[2022-04-11 05:40:40 main:574] : INFO : Epoch 1829 | loss: 0.0311571 | val_loss: 0.0311688 | Time: 2201.17 ms
[2022-04-11 05:40:42 main:574] : INFO : Epoch 1830 | loss: 0.0311584 | val_loss: 0.0311762 | Time: 2279.56 ms
[2022-04-11 05:40:44 main:574] : INFO : Epoch 1831 | loss: 0.031157 | val_loss: 0.0311707 | Time: 2257.32 ms
[2022-04-11 05:40:47 main:574] : INFO : Epoch 1832 | loss: 0.031159 | val_loss: 0.0311809 | Time: 2339.81 ms
[2022-04-11 05:40:49 main:574] : INFO : Epoch 1833 | loss: 0.0311673 | val_loss: 0.0311746 | Time: 2254.98 ms
[2022-04-11 05:40:51 main:574] : INFO : Epoch 1834 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 2215.83 ms
[2022-04-11 05:40:53 main:574] : INFO : Epoch 1835 | loss: 0.0311658 | val_loss: 0.031171 | Time: 2330.2 ms
[2022-04-11 05:40:56 main:574] : INFO : Epoch 1836 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 2463.26 ms
[2022-04-11 05:40:58 main:574] : INFO : Epoch 1837 | loss: 0.0311613 | val_loss: 0.0311711 | Time: 2282.6 ms
[2022-04-11 05:41:00 main:574] : INFO : Epoch 1838 | loss: 0.0311643 | val_loss: 0.0311731 | Time: 2289.53 ms
[2022-04-11 05:41:03 main:574] : INFO : Epoch 1839 | loss: 0.031169 | val_loss: 0.0311788 | Time: 2238.82 ms
[2022-04-11 05:41:05 main:574] : INFO : Epoch 1840 | loss: 0.0311641 | val_loss: 0.0311707 | Time: 2197.16 ms
[2022-04-11 05:41:07 main:574] : INFO : Epoch 1841 | loss: 0.0311603 | val_loss: 0.03117 | Time: 2073.46 ms
[2022-04-11 05:41:09 main:574] : INFO : Epoch 1842 | loss: 0.0311586 | val_loss: 0.0311726 | Time: 2200.77 ms
[2022-04-11 05:41:11 main:574] : INFO : Epoch 1843 | loss: 0.031159 | val_loss: 0.0311722 | Time: 2213.85 ms
[2022-04-11 05:41:14 main:574] : INFO : Epoch 1844 | loss: 0.0311584 | val_loss: 0.0311784 | Time: 2325.24 ms
[2022-04-11 05:41:16 main:574] : INFO : Epoch 1845 | loss: 0.031161 | val_loss: 0.0311721 | Time: 2242.97 ms
[2022-04-11 05:41:18 main:574] : INFO : Epoch 1846 | loss: 0.031158 | val_loss: 0.0311769 | Time: 2158.45 ms
[2022-04-11 05:41:20 main:574] : INFO : Epoch 1847 | loss: 0.0311568 | val_loss: 0.0311738 | Time: 2269.9 ms
[2022-04-11 05:41:23 main:574] : INFO : Epoch 1848 | loss: 0.03116 | val_loss: 0.0311712 | Time: 2314.06 ms
[2022-04-11 05:41:25 main:574] : INFO : Epoch 1849 | loss: 0.0311576 | val_loss: 0.0311747 | Time: 2220.92 ms
[2022-04-11 05:41:27 main:574] : INFO : Epoch 1850 | loss: 0.0311601 | val_loss: 0.0311748 | Time: 2305.22 ms
[2022-04-11 05:41:30 main:574] : INFO : Epoch 1851 | loss: 0.0311627 | val_loss: 0.0311731 | Time: 2387.23 ms
[2022-04-11 05:41:32 main:574] : INFO : Epoch 1852 | loss: 0.031161 | val_loss: 0.031173 | Time: 2103.99 ms
[2022-04-11 05:41:34 main:574] : INFO : Epoch 1853 | loss: 0.0311584 | val_loss: 0.0311723 | Time: 2281.75 ms
[2022-04-11 05:41:36 main:574] : INFO : Epoch 1854 | loss: 0.0311591 | val_loss: 0.0311715 | Time: 2273.63 ms
[2022-04-11 05:41:39 main:574] : INFO : Epoch 1855 | loss: 0.0311588 | val_loss: 0.0311724 | Time: 2203.43 ms
[2022-04-11 05:41:41 main:574] : INFO : Epoch 1856 | loss: 0.0311578 | val_loss: 0.031178 | Time: 2163.12 ms
[2022-04-11 05:41:43 main:574] : INFO : Epoch 1857 | loss: 0.0311612 | val_loss: 0.0311731 | Time: 2230.71 ms
[2022-04-11 05:41:45 main:574] : INFO : Epoch 1858 | loss: 0.0311595 | val_loss: 0.0311709 | Time: 2285.99 ms
[2022-04-11 05:41:47 main:574] : INFO : Epoch 1859 | loss: 0.0311589 | val_loss: 0.0311701 | Time: 2109.92 ms
[2022-04-11 05:41:50 main:574] : INFO : Epoch 1860 | loss: 0.0311567 | val_loss: 0.0311726 | Time: 2305.65 ms
[2022-04-11 05:41:52 main:574] : INFO : Epoch 1861 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 2204.41 ms
[2022-04-11 05:41:54 main:574] : INFO : Epoch 1862 | loss: 0.0311558 | val_loss: 0.0311712 | Time: 2323.56 ms
[2022-04-11 05:41:57 main:574] : INFO : Epoch 1863 | loss: 0.0311586 | val_loss: 0.0311821 | Time: 2331.95 ms
[2022-04-11 05:41:59 main:574] : INFO : Epoch 1864 | loss: 0.031157 | val_loss: 0.0311695 | Time: 2286.21 ms
[2022-04-11 05:42:01 main:574] : INFO : Epoch 1865 | loss: 0.0311594 | val_loss: 0.0311692 | Time: 2253.12 ms
[2022-04-11 05:42:03 main:574] : INFO : Epoch 1866 | loss: 0.0311565 | val_loss: 0.0311699 | Time: 2187.06 ms
[2022-04-11 05:42:05 main:574] : INFO : Epoch 1867 | loss: 0.0311584 | val_loss: 0.0311825 | Time: 2185.08 ms
[2022-04-11 05:42:08 main:574] : INFO : Epoch 1868 | loss: 0.0311549 | val_loss: 0.0311693 | Time: 2281.53 ms
[2022-04-11 05:42:10 main:574] : INFO : Epoch 1869 | loss: 0.0311536 | val_loss: 0.0311691 | Time: 2171.02 ms
[2022-04-11 05:42:12 main:574] : INFO : Epoch 1870 | loss: 0.0311559 | val_loss: 0.0311738 | Time: 2306.93 ms
[2022-04-11 05:42:14 main:574] : INFO : Epoch 1871 | loss: 0.0311574 | val_loss: 0.0311694 | Time: 2228.65 ms
[2022-04-11 05:42:17 main:574] : INFO : Epoch 1872 | loss: 0.0311547 | val_loss: 0.0311706 | Time: 2195.19 ms
[2022-04-11 05:42:19 main:574] : INFO : Epoch 1873 | loss: 0.0311539 | val_loss: 0.0311758 | Time: 2213.19 ms
[2022-04-11 05:42:21 main:574] : INFO : Epoch 1874 | loss: 0.0311563 | val_loss: 0.0311702 | Time: 2150.91 ms
[2022-04-11 05:42:23 main:574] : INFO : Epoch 1875 | loss: 0.0311543 | val_loss: 0.031173 | Time: 2208.68 ms
[2022-04-11 05:42:25 main:574] : INFO : Epoch 1876 | loss: 0.0311544 | val_loss: 0.0311735 | Time: 2179.98 ms
[2022-04-11 05:42:28 main:574] : INFO : Epoch 1877 | loss: 0.0311558 | val_loss: 0.031171 | Time: 2198.48 ms
[2022-04-11 05:42:30 main:574] : INFO : Epoch 1878 | loss: 0.0311546 | val_loss: 0.0311703 | Time: 2338.68 ms
[2022-04-11 05:42:32 main:574] : INFO : Epoch 1879 | loss: 0.0311554 | val_loss: 0.0311708 | Time: 2199.43 ms
[2022-04-11 05:42:35 main:574] : INFO : Epoch 1880 | loss: 0.0311577 | val_loss: 0.0311755 | Time: 2488.1 ms
[2022-04-11 05:42:37 main:574] : INFO : Epoch 1881 | loss: 0.0311565 | val_loss: 0.0311712 | Time: 2444.59 ms
[2022-04-11 05:42:40 main:574] : INFO : Epoch 1882 | loss: 0.0311529 | val_loss: 0.0311688 | Time: 2554.57 ms
[2022-04-11 05:42:42 main:574] : INFO : Epoch 1883 | loss: 0.0311515 | val_loss: 0.0311691 | Time: 2407.54 ms
[2022-04-11 05:42:45 main:574] : INFO : Epoch 1884 | loss: 0.0311524 | val_loss: 0.0311703 | Time: 2757.53 ms
[2022-04-11 05:42:47 main:574] : INFO : Epoch 1885 | loss: 0.0311542 | val_loss: 0.0311715 | Time: 2463.64 ms
[2022-04-11 05:42:50 main:574] : INFO : Epoch 1886 | loss: 0.0311533 | val_loss: 0.031168 | Time: 2393.45 ms
[2022-04-11 05:42:52 main:574] : INFO : Epoch 1887 | loss: 0.0311508 | val_loss: 0.0311693 | Time: 2398.88 ms
[2022-04-11 05:42:55 main:574] : INFO : Epoch 1888 | loss: 0.0311522 | val_loss: 0.0311682 | Time: 2537.19 ms
[2022-04-11 05:42:57 main:574] : INFO : Epoch 1889 | loss: 0.0311517 | val_loss: 0.0311705 | Time: 2378.28 ms
[2022-04-11 05:43:00 main:574] : INFO : Epoch 1890 | loss: 0.0311515 | val_loss: 0.0311699 | Time: 2412.32 ms
[2022-04-11 05:43:02 main:574] : INFO : Epoch 1891 | loss: 0.0311546 | val_loss: 0.0311751 | Time: 2264 ms
[2022-04-11 05:43:04 main:574] : INFO : Epoch 1892 | loss: 0.0311523 | val_loss: 0.0311697 | Time: 2195.89 ms
[2022-04-11 05:43:06 main:574] : INFO : Epoch 1893 | loss: 0.0311508 | val_loss: 0.0311695 | Time: 2213.7 ms
[2022-04-11 05:43:08 main:574] : INFO : Epoch 1894 | loss: 0.0311515 | val_loss: 0.0311683 | Time: 2301.7 ms
[2022-04-11 05:43:11 main:574] : INFO : Epoch 1895 | loss: 0.0311495 | val_loss: 0.031169 | Time: 2288.52 ms
[2022-04-11 05:43:13 main:574] : INFO : Epoch 1896 | loss: 0.031151 | val_loss: 0.0311666 | Time: 2404.31 ms
[2022-04-11 05:43:15 main:574] : INFO : Epoch 1897 | loss: 0.0311507 | val_loss: 0.0311667 | Time: 2150.83 ms
[2022-04-11 05:43:18 main:574] : INFO : Epoch 1898 | loss: 0.0311531 | val_loss: 0.0311782 | Time: 2185.31 ms
[2022-04-11 05:43:20 main:574] : INFO : Epoch 1899 | loss: 0.0311547 | val_loss: 0.0311712 | Time: 2304.28 ms
[2022-04-11 05:43:22 main:574] : INFO : Epoch 1900 | loss: 0.031153 | val_loss: 0.0311679 | Time: 2257.01 ms
[2022-04-11 05:43:24 main:574] : INFO : Epoch 1901 | loss: 0.0311525 | val_loss: 0.0311688 | Time: 2223.28 ms
[2022-04-11 05:43:27 main:574] : INFO : Epoch 1902 | loss: 0.0311495 | val_loss: 0.0311679 | Time: 2303.97 ms
[2022-04-11 05:43:29 main:574] : INFO : Epoch 1903 | loss: 0.0311507 | val_loss: 0.0311667 | Time: 2313.81 ms
[2022-04-11 05:43:31 main:574] : INFO : Epoch 1904 | loss: 0.0311509 | val_loss: 0.0311688 | Time: 2305.15 ms
[2022-04-11 05:43:34 main:574] : INFO : Epoch 1905 | loss: 0.0311546 | val_loss: 0.0311708 | Time: 2257.42 ms
[2022-04-11 05:43:36 main:574] : INFO : Epoch 1906 | loss: 0.0311513 | val_loss: 0.0311663 | Time: 2276.93 ms
[2022-04-11 05:43:38 main:574] : INFO : Epoch 1907 | loss: 0.0311503 | val_loss: 0.0311639 | Time: 2301.62 ms
[2022-04-11 05:43:40 main:574] : INFO : Epoch 1908 | loss: 0.0311505 | val_loss: 0.0311667 | Time: 2308.43 ms
[2022-04-11 05:43:43 main:574] : INFO : Epoch 1909 | loss: 0.0311503 | val_loss: 0.0311681 | Time: 2241.8 ms
[2022-04-11 05:43:45 main:574] : INFO : Epoch 1910 | loss: 0.0311548 | val_loss: 0.0311697 | Time: 2264.48 ms
[2022-04-11 05:43:47 main:574] : INFO : Epoch 1911 | loss: 0.0311591 | val_loss: 0.0311734 | Time: 2346.02 ms
[2022-04-11 05:43:50 main:574] : INFO : Epoch 1912 | loss: 0.0311562 | val_loss: 0.0311673 | Time: 2223.74 ms
[2022-04-11 05:43:52 main:574] : INFO : Epoch 1913 | loss: 0.0311506 | val_loss: 0.0311658 | Time: 2338.76 ms
[2022-04-11 05:43:54 main:574] : INFO : Epoch 1914 | loss: 0.0311502 | val_loss: 0.0311688 | Time: 2112.66 ms
[2022-04-11 05:43:56 main:574] : INFO : Epoch 1915 | loss: 0.0311495 | val_loss: 0.03117 | Time: 2393.43 ms
[2022-04-11 05:43:59 main:574] : INFO : Epoch 1916 | loss: 0.0311509 | val_loss: 0.0311697 | Time: 2182.34 ms
[2022-04-11 05:44:01 main:574] : INFO : Epoch 1917 | loss: 0.0311522 | val_loss: 0.0311724 | Time: 2369.8 ms
[2022-04-11 05:44:03 main:574] : INFO : Epoch 1918 | loss: 0.0311561 | val_loss: 0.0311728 | Time: 2271.98 ms
[2022-04-11 05:44:05 main:574] : INFO : Epoch 1919 | loss: 0.0311528 | val_loss: 0.0311708 | Time: 2251.48 ms
[2022-04-11 05:44:08 main:574] : INFO : Epoch 1920 | loss: 0.0311511 | val_loss: 0.0311661 | Time: 2227.19 ms
[2022-04-11 05:44:10 main:574] : INFO : Epoch 1921 | loss: 0.0311515 | val_loss: 0.0311698 | Time: 2279.47 ms
[2022-04-11 05:44:12 main:574] : INFO : Epoch 1922 | loss: 0.0311516 | val_loss: 0.0311659 | Time: 2237.9 ms
[2022-04-11 05:44:14 main:574] : INFO : Epoch 1923 | loss: 0.0311542 | val_loss: 0.0311662 | Time: 2203.74 ms
[2022-04-11 05:44:17 main:574] : INFO : Epoch 1924 | loss: 0.0311517 | val_loss: 0.0311682 | Time: 2191.77 ms
[2022-04-11 05:44:19 main:574] : INFO : Epoch 1925 | loss: 0.0311525 | val_loss: 0.0311714 | Time: 2105.03 ms
[2022-04-11 05:44:21 main:574] : INFO : Epoch 1926 | loss: 0.0311545 | val_loss: 0.0311647 | Time: 2161.68 ms
[2022-04-11 05:44:23 main:574] : INFO : Epoch 1927 | loss: 0.0311517 | val_loss: 0.0311672 | Time: 2235.15 ms
[2022-04-11 05:44:25 main:574] : INFO : Epoch 1928 | loss: 0.0311531 | val_loss: 0.0311691 | Time: 2195.92 ms
[2022-04-11 05:44:28 main:574] : INFO : Epoch 1929 | loss: 0.0311523 | val_loss: 0.0311644 | Time: 2248.63 ms
[2022-04-11 05:44:30 main:574] : INFO : Epoch 1930 | loss: 0.0311602 | val_loss: 0.0311645 | Time: 2150.13 ms
[2022-04-11 05:44:32 main:574] : INFO : Epoch 1931 | loss: 0.0311618 | val_loss: 0.0311702 | Time: 2198.47 ms
[2022-04-11 05:44:34 main:574] : INFO : Epoch 1932 | loss: 0.0311596 | val_loss: 0.0311699 | Time: 2216.47 ms
[2022-04-11 05:44:37 main:574] : INFO : Epoch 1933 | loss: 0.0311616 | val_loss: 0.031173 | Time: 2302.4 ms
[2022-04-11 05:44:39 main:574] : INFO : Epoch 1934 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 2207.53 ms
[2022-04-11 05:44:41 main:574] : INFO : Epoch 1935 | loss: 0.031158 | val_loss: 0.0311653 | Time: 2143.19 ms
[2022-04-11 05:44:43 main:574] : INFO : Epoch 1936 | loss: 0.0311633 | val_loss: 0.0311673 | Time: 2137.34 ms
[2022-04-11 05:44:45 main:574] : INFO : Epoch 1937 | loss: 0.0311571 | val_loss: 0.0311682 | Time: 2240.43 ms
[2022-04-11 05:44:47 main:574] : INFO : Epoch 1938 | loss: 0.0311581 | val_loss: 0.0311701 | Time: 2167.66 ms
[2022-04-11 05:44:50 main:574] : INFO : Epoch 1939 | loss: 0.0311562 | val_loss: 0.0311655 | Time: 2185.35 ms
[2022-04-11 05:44:52 main:574] : INFO : Epoch 1940 | loss: 0.0311558 | val_loss: 0.0311654 | Time: 2173.67 ms
[2022-04-11 05:44:54 main:574] : INFO : Epoch 1941 | loss: 0.0311552 | val_loss: 0.0311707 | Time: 2199.17 ms
[2022-04-11 05:44:56 main:574] : INFO : Epoch 1942 | loss: 0.0311544 | val_loss: 0.0311655 | Time: 2099.32 ms
[2022-04-11 05:44:58 main:574] : INFO : Epoch 1943 | loss: 0.0311523 | val_loss: 0.0311668 | Time: 2307.67 ms
[2022-04-11 05:45:01 main:574] : INFO : Epoch 1944 | loss: 0.031156 | val_loss: 0.0311642 | Time: 2231.67 ms
[2022-04-11 05:45:03 main:574] : INFO : Epoch 1945 | loss: 0.0311534 | val_loss: 0.0311723 | Time: 2280.63 ms
[2022-04-11 05:45:05 main:574] : INFO : Epoch 1946 | loss: 0.0311577 | val_loss: 0.031166 | Time: 2227.05 ms
[2022-04-11 05:45:07 main:574] : INFO : Epoch 1947 | loss: 0.0311567 | val_loss: 0.0311753 | Time: 2236.59 ms
[2022-04-11 05:45:10 main:574] : INFO : Epoch 1948 | loss: 0.0311558 | val_loss: 0.0311652 | Time: 2111.45 ms
[2022-04-11 05:45:12 main:574] : INFO : Epoch 1949 | loss: 0.0311575 | val_loss: 0.031167 | Time: 2277.68 ms
[2022-04-11 05:45:14 main:574] : INFO : Epoch 1950 | loss: 0.0311546 | val_loss: 0.0311681 | Time: 2159.25 ms
[2022-04-11 05:45:16 main:574] : INFO : Epoch 1951 | loss: 0.0311559 | val_loss: 0.0311681 | Time: 2288.31 ms
[2022-04-11 05:45:18 main:574] : INFO : Epoch 1952 | loss: 0.0311529 | val_loss: 0.0311661 | Time: 2160.8 ms
[2022-04-11 05:45:21 main:574] : INFO : Epoch 1953 | loss: 0.0311522 | val_loss: 0.0311664 | Time: 2231.18 ms
[2022-04-11 05:45:23 main:574] : INFO : Epoch 1954 | loss: 0.0311512 | val_loss: 0.0311669 | Time: 2309.03 ms
[2022-04-11 05:45:25 main:574] : INFO : Epoch 1955 | loss: 0.0311513 | val_loss: 0.0311677 | Time: 2234.6 ms
[2022-04-11 05:45:27 main:574] : INFO : Epoch 1956 | loss: 0.0311544 | val_loss: 0.0311682 | Time: 2137.73 ms
[2022-04-11 05:45:30 main:574] : INFO : Epoch 1957 | loss: 0.0311543 | val_loss: 0.0311768 | Time: 2129.55 ms
[2022-04-11 05:45:32 main:574] : INFO : Epoch 1958 | loss: 0.0311543 | val_loss: 0.0311705 | Time: 2232.94 ms
[2022-04-11 05:45:34 main:574] : INFO : Epoch 1959 | loss: 0.0311524 | val_loss: 0.0311676 | Time: 2309.93 ms
[2022-04-11 05:45:36 main:574] : INFO : Epoch 1960 | loss: 0.0311513 | val_loss: 0.0311706 | Time: 2248.81 ms
[2022-04-11 05:45:39 main:574] : INFO : Epoch 1961 | loss: 0.0311522 | val_loss: 0.0311657 | Time: 2206.54 ms
[2022-04-11 05:45:41 main:574] : INFO : Epoch 1962 | loss: 0.0311523 | val_loss: 0.0311695 | Time: 2304.16 ms
[2022-04-11 05:45:43 main:574] : INFO : Epoch 1963 | loss: 0.031152 | val_loss: 0.0311647 | Time: 2166.98 ms
[2022-04-11 05:45:45 main:574] : INFO : Epoch 1964 | loss: 0.0311503 | val_loss: 0.0311635 | Time: 2187.16 ms
[2022-04-11 05:45:47 main:574] : INFO : Epoch 1965 | loss: 0.0311524 | val_loss: 0.0311759 | Time: 2235.29 ms
[2022-04-11 05:45:50 main:574] : INFO : Epoch 1966 | loss: 0.0311552 | val_loss: 0.0311634 | Time: 2256.43 ms
[2022-04-11 05:45:52 main:574] : INFO : Epoch 1967 | loss: 0.0311522 | val_loss: 0.0311763 | Time: 2112.16 ms
[2022-04-11 05:45:54 main:574] : INFO : Epoch 1968 | loss: 0.0311505 | val_loss: 0.031162 | Time: 2172.13 ms
[2022-04-11 05:45:56 main:574] : INFO : Epoch 1969 | loss: 0.0311526 | val_loss: 0.0311639 | Time: 2257.61 ms
[2022-04-11 05:45:59 main:574] : INFO : Epoch 1970 | loss: 0.0311488 | val_loss: 0.0311634 | Time: 2270.69 ms
[2022-04-11 05:46:01 main:574] : INFO : Epoch 1971 | loss: 0.0311482 | val_loss: 0.0311652 | Time: 2199.25 ms
[2022-04-11 05:46:03 main:574] : INFO : Epoch 1972 | loss: 0.0311484 | val_loss: 0.0311635 | Time: 2190.41 ms
[2022-04-11 05:46:05 main:574] : INFO : Epoch 1973 | loss: 0.0311524 | val_loss: 0.0311657 | Time: 2300.08 ms
[2022-04-11 05:46:07 main:574] : INFO : Epoch 1974 | loss: 0.031149 | val_loss: 0.0311638 | Time: 2240.06 ms
[2022-04-11 05:46:10 main:574] : INFO : Epoch 1975 | loss: 0.0311477 | val_loss: 0.0311637 | Time: 2281.3 ms
[2022-04-11 05:46:12 main:574] : INFO : Epoch 1976 | loss: 0.0311488 | val_loss: 0.0311648 | Time: 2255.46 ms
[2022-04-11 05:46:14 main:574] : INFO : Epoch 1977 | loss: 0.0311497 | val_loss: 0.0311669 | Time: 2314.81 ms
[2022-04-11 05:46:17 main:574] : INFO : Epoch 1978 | loss: 0.0311503 | val_loss: 0.0311645 | Time: 2282.74 ms
[2022-04-11 05:46:19 main:574] : INFO : Epoch 1979 | loss: 0.0311495 | val_loss: 0.0311663 | Time: 2099.18 ms
[2022-04-11 05:46:21 main:574] : INFO : Epoch 1980 | loss: 0.0311496 | val_loss: 0.0311648 | Time: 2205.45 ms
[2022-04-11 05:46:23 main:574] : INFO : Epoch 1981 | loss: 0.0311481 | val_loss: 0.0311638 | Time: 2280.48 ms
[2022-04-11 05:46:25 main:574] : INFO : Epoch 1982 | loss: 0.0311478 | val_loss: 0.031164 | Time: 2159.1 ms
[2022-04-11 05:46:28 main:574] : INFO : Epoch 1983 | loss: 0.0311525 | val_loss: 0.0311645 | Time: 2181.01 ms
[2022-04-11 05:46:30 main:574] : INFO : Epoch 1984 | loss: 0.0311501 | val_loss: 0.0311666 | Time: 2340.02 ms
[2022-04-11 05:46:32 main:574] : INFO : Epoch 1985 | loss: 0.031149 | val_loss: 0.0311672 | Time: 2189.47 ms
[2022-04-11 05:46:34 main:574] : INFO : Epoch 1986 | loss: 0.0311498 | val_loss: 0.0311652 | Time: 2205.81 ms
[2022-04-11 05:46:37 main:574] : INFO : Epoch 1987 | loss: 0.0311469 | val_loss: 0.0311694 | Time: 2287.3 ms
[2022-04-11 05:46:39 main:574] : INFO : Epoch 1988 | loss: 0.0311464 | val_loss: 0.0311652 | Time: 2186 ms
[2022-04-11 05:46:41 main:574] : INFO : Epoch 1989 | loss: 0.0311461 | val_loss: 0.0311689 | Time: 2307.28 ms
[2022-04-11 05:46:43 main:574] : INFO : Epoch 1990 | loss: 0.0311522 | val_loss: 0.0311714 | Time: 2159.79 ms
[2022-04-11 05:46:46 main:574] : INFO : Epoch 1991 | loss: 0.031151 | val_loss: 0.0311673 | Time: 2371.14 ms
[2022-04-11 05:46:48 main:574] : INFO : Epoch 1992 | loss: 0.0311488 | val_loss: 0.0311679 | Time: 2146.05 ms
[2022-04-11 05:46:50 main:574] : INFO : Epoch 1993 | loss: 0.0311484 | val_loss: 0.0311706 | Time: 2274.52 ms
[2022-04-11 05:46:52 main:574] : INFO : Epoch 1994 | loss: 0.0311475 | val_loss: 0.0311723 | Time: 2211.63 ms
[2022-04-11 05:46:55 main:574] : INFO : Epoch 1995 | loss: 0.0311494 | val_loss: 0.0311688 | Time: 2243.42 ms
[2022-04-11 05:46:57 main:574] : INFO : Epoch 1996 | loss: 0.0311463 | val_loss: 0.0311676 | Time: 2164.93 ms
[2022-04-11 05:46:59 main:574] : INFO : Epoch 1997 | loss: 0.031148 | val_loss: 0.0311787 | Time: 2135.03 ms
[2022-04-11 05:47:01 main:574] : INFO : Epoch 1998 | loss: 0.0311506 | val_loss: 0.0311682 | Time: 2238.1 ms
[2022-04-11 05:47:03 main:574] : INFO : Epoch 1999 | loss: 0.0311484 | val_loss: 0.0311675 | Time: 2214.24 ms
[2022-04-11 05:47:06 main:574] : INFO : Epoch 2000 | loss: 0.0311484 | val_loss: 0.0311701 | Time: 2177.75 ms
[2022-04-11 05:47:08 main:574] : INFO : Epoch 2001 | loss: 0.0311491 | val_loss: 0.0311663 | Time: 2281.55 ms
[2022-04-11 05:47:10 main:574] : INFO : Epoch 2002 | loss: 0.0311463 | val_loss: 0.0311664 | Time: 2141.96 ms
[2022-04-11 05:47:12 main:574] : INFO : Epoch 2003 | loss: 0.0311484 | val_loss: 0.0311724 | Time: 2218.85 ms
[2022-04-11 05:47:14 main:574] : INFO : Epoch 2004 | loss: 0.0311487 | val_loss: 0.0311707 | Time: 2166.44 ms
[2022-04-11 05:47:17 main:574] : INFO : Epoch 2005 | loss: 0.0311471 | val_loss: 0.0311735 | Time: 2212.89 ms
[2022-04-11 05:47:19 main:574] : INFO : Epoch 2006 | loss: 0.0311491 | val_loss: 0.0311678 | Time: 2247.74 ms
[2022-04-11 05:47:21 main:574] : INFO : Epoch 2007 | loss: 0.0311445 | val_loss: 0.0311674 | Time: 2210.48 ms
[2022-04-11 05:47:23 main:574] : INFO : Epoch 2008 | loss: 0.0311473 | val_loss: 0.031166 | Time: 2217.02 ms
[2022-04-11 05:47:25 main:574] : INFO : Epoch 2009 | loss: 0.0311453 | val_loss: 0.0311739 | Time: 2231.41 ms
[2022-04-11 05:47:28 main:574] : INFO : Epoch 2010 | loss: 0.0311492 | val_loss: 0.0311676 | Time: 2253.69 ms
[2022-04-11 05:47:30 main:574] : INFO : Epoch 2011 | loss: 0.0311455 | val_loss: 0.0311664 | Time: 2265.67 ms
[2022-04-11 05:47:32 main:574] : INFO : Epoch 2012 | loss: 0.031151 | val_loss: 0.0311676 | Time: 2111.68 ms
[2022-04-11 05:47:34 main:574] : INFO : Epoch 2013 | loss: 0.0311487 | val_loss: 0.0311674 | Time: 2159.16 ms
[2022-04-11 05:47:37 main:574] : INFO : Epoch 2014 | loss: 0.0311554 | val_loss: 0.0311697 | Time: 2228.23 ms
[2022-04-11 05:47:39 main:574] : INFO : Epoch 2015 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 2285.99 ms
[2022-04-11 05:47:41 main:574] : INFO : Epoch 2016 | loss: 0.0311641 | val_loss: 0.0311748 | Time: 2175.72 ms
[2022-04-11 05:47:43 main:574] : INFO : Epoch 2017 | loss: 0.0311639 | val_loss: 0.0311807 | Time: 2233.29 ms
[2022-04-11 05:47:46 main:574] : INFO : Epoch 2018 | loss: 0.0311705 | val_loss: 0.0312421 | Time: 2267.46 ms
[2022-04-11 05:47:48 main:574] : INFO : Epoch 2019 | loss: 0.0324886 | val_loss: 0.0386353 | Time: 2231.42 ms
[2022-04-11 05:47:50 main:574] : INFO : Epoch 2020 | loss: 0.0343698 | val_loss: 0.0317963 | Time: 2207.82 ms
[2022-04-11 05:47:52 main:574] : INFO : Epoch 2021 | loss: 0.0315924 | val_loss: 0.0312981 | Time: 2239.58 ms
[2022-04-11 05:47:54 main:574] : INFO : Epoch 2022 | loss: 0.0312445 | val_loss: 0.0311987 | Time: 2213.24 ms
[2022-04-11 05:47:57 main:574] : INFO : Epoch 2023 | loss: 0.0311856 | val_loss: 0.0311815 | Time: 2305.28 ms
[2022-04-11 05:47:59 main:574] : INFO : Epoch 2024 | loss: 0.0311686 | val_loss: 0.0311727 | Time: 2348.66 ms
[2022-04-11 05:48:01 main:574] : INFO : Epoch 2025 | loss: 0.0311614 | val_loss: 0.0311697 | Time: 2117.61 ms
[2022-04-11 05:48:03 main:574] : INFO : Epoch 2026 | loss: 0.0311563 | val_loss: 0.0311672 | Time: 2139.92 ms
[2022-04-11 05:48:06 main:574] : INFO : Epoch 2027 | loss: 0.0311543 | val_loss: 0.0311677 | Time: 2270.51 ms
[2022-04-11 05:48:08 main:574] : INFO : Epoch 2028 | loss: 0.0311534 | val_loss: 0.0311672 | Time: 2184.38 ms
[2022-04-11 05:48:10 main:574] : INFO : Epoch 2029 | loss: 0.0311535 | val_loss: 0.0311675 | Time: 2286.11 ms
[2022-04-11 05:48:12 main:574] : INFO : Epoch 2030 | loss: 0.0311519 | val_loss: 0.0311674 | Time: 2146.44 ms
[2022-04-11 05:48:14 main:574] : INFO : Epoch 2031 | loss: 0.0311522 | val_loss: 0.031167 | Time: 2141.93 ms
[2022-04-11 05:48:17 main:574] : INFO : Epoch 2032 | loss: 0.0311517 | val_loss: 0.031167 | Time: 2217.65 ms
[2022-04-11 05:48:19 main:574] : INFO : Epoch 2033 | loss: 0.0311513 | val_loss: 0.031167 | Time: 2152.87 ms
[2022-04-11 05:48:21 main:574] : INFO : Epoch 2034 | loss: 0.031152 | val_loss: 0.0311654 | Time: 2246.97 ms
[2022-04-11 05:48:23 main:574] : INFO : Epoch 2035 | loss: 0.0311517 | val_loss: 0.0311676 | Time: 2176.97 ms
[2022-04-11 05:48:25 main:574] : INFO : Epoch 2036 | loss: 0.0311506 | val_loss: 0.0311669 | Time: 2217.1 ms
[2022-04-11 05:48:28 main:574] : INFO : Epoch 2037 | loss: 0.0311528 | val_loss: 0.0311715 | Time: 2341.59 ms
[2022-04-11 05:48:30 main:574] : INFO : Epoch 2038 | loss: 0.0311498 | val_loss: 0.0311685 | Time: 2279.94 ms
[2022-04-11 05:48:32 main:574] : INFO : Epoch 2039 | loss: 0.0311481 | val_loss: 0.0311666 | Time: 2221.92 ms
[2022-04-11 05:48:35 main:574] : INFO : Epoch 2040 | loss: 0.0311481 | val_loss: 0.0311684 | Time: 2245.67 ms
[2022-04-11 05:48:37 main:574] : INFO : Epoch 2041 | loss: 0.0311474 | val_loss: 0.0311677 | Time: 2283.72 ms
[2022-04-11 05:48:39 main:574] : INFO : Epoch 2042 | loss: 0.0311472 | val_loss: 0.0311679 | Time: 2196.55 ms
[2022-04-11 05:48:41 main:574] : INFO : Epoch 2043 | loss: 0.031148 | val_loss: 0.0311683 | Time: 2193.4 ms
[2022-04-11 05:48:44 main:574] : INFO : Epoch 2044 | loss: 0.0311474 | val_loss: 0.0311645 | Time: 2327.11 ms
[2022-04-11 05:48:46 main:574] : INFO : Epoch 2045 | loss: 0.0311465 | val_loss: 0.031168 | Time: 2272.4 ms
[2022-04-11 05:48:48 main:574] : INFO : Epoch 2046 | loss: 0.0311474 | val_loss: 0.0311669 | Time: 2369.82 ms
[2022-04-11 05:48:50 main:574] : INFO : Epoch 2047 | loss: 0.0311496 | val_loss: 0.0311663 | Time: 2090.87 ms
[2022-04-11 05:48:53 main:574] : INFO : Epoch 2048 | loss: 0.031148 | val_loss: 0.031169 | Time: 2328.35 ms
[2022-04-11 05:48:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031169
[2022-04-11 05:48:53 main:603] : INFO : Saving end state to config to file
[2022-04-11 05:48:53 main:608] : INFO : Success, exiting..
05:48:53 (39560): 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)