Task 14624257
| Name | ParityModified-1647041734-24809-3-0_1 |
| Workunit | 11613120 |
| Created | 18 Apr 2022, 22:12:58 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 19 Apr 2022, 9:28:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 15 min 10 sec |
| CPU time | 1 hours 15 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311489 | val_loss: 0.0311722 | Time: 2323.22 ms
[2022-04-19 10:05:06 main:581] : INFO : Epoch 1539 | loss: 0.0311478 | val_loss: 0.0311713 | Time: 2308.39 ms
[2022-04-19 10:05:09 main:581] : INFO : Epoch 1540 | loss: 0.0311479 | val_loss: 0.0311751 | Time: 2654.84 ms
[2022-04-19 10:05:11 main:581] : INFO : Epoch 1541 | loss: 0.0311496 | val_loss: 0.0311722 | Time: 2193.81 ms
[2022-04-19 10:05:13 main:581] : INFO : Epoch 1542 | loss: 0.0311496 | val_loss: 0.0311697 | Time: 2408.62 ms
[2022-04-19 10:05:15 main:581] : INFO : Epoch 1543 | loss: 0.031151 | val_loss: 0.0311696 | Time: 2266.28 ms
[2022-04-19 10:05:18 main:581] : INFO : Epoch 1544 | loss: 0.0311494 | val_loss: 0.0311691 | Time: 2479.56 ms
[2022-04-19 10:05:20 main:581] : INFO : Epoch 1545 | loss: 0.0311482 | val_loss: 0.0311702 | Time: 2345.63 ms
[2022-04-19 10:05:23 main:581] : INFO : Epoch 1546 | loss: 0.0311475 | val_loss: 0.0311735 | Time: 2321.76 ms
[2022-04-19 10:05:25 main:581] : INFO : Epoch 1547 | loss: 0.0311488 | val_loss: 0.0311721 | Time: 2460.71 ms
[2022-04-19 10:05:27 main:581] : INFO : Epoch 1548 | loss: 0.0311489 | val_loss: 0.0311759 | Time: 2364.22 ms
[2022-04-19 10:05:30 main:581] : INFO : Epoch 1549 | loss: 0.0311506 | val_loss: 0.0311767 | Time: 2200.62 ms
[2022-04-19 10:05:32 main:581] : INFO : Epoch 1550 | loss: 0.0311521 | val_loss: 0.0311742 | Time: 2190.77 ms
[2022-04-19 10:05:35 main:581] : INFO : Epoch 1551 | loss: 0.0311525 | val_loss: 0.0311727 | Time: 2751.5 ms
[2022-04-19 10:05:37 main:581] : INFO : Epoch 1552 | loss: 0.0311503 | val_loss: 0.0311701 | Time: 2329.52 ms
[2022-04-19 10:05:39 main:581] : INFO : Epoch 1553 | loss: 0.0311491 | val_loss: 0.0311712 | Time: 2204.92 ms
[2022-04-19 10:05:41 main:581] : INFO : Epoch 1554 | loss: 0.0311485 | val_loss: 0.0311703 | Time: 2307.15 ms
[2022-04-19 10:05:44 main:581] : INFO : Epoch 1555 | loss: 0.0311473 | val_loss: 0.0311709 | Time: 2621.92 ms
[2022-04-19 10:05:46 main:581] : INFO : Epoch 1556 | loss: 0.0311464 | val_loss: 0.0311726 | Time: 2172.98 ms
[2022-04-19 10:05:49 main:581] : INFO : Epoch 1557 | loss: 0.031145 | val_loss: 0.0311725 | Time: 2477 ms
[2022-04-19 10:05:51 main:581] : INFO : Epoch 1558 | loss: 0.0311453 | val_loss: 0.0311722 | Time: 2470.6 ms
[2022-04-19 10:05:54 main:581] : INFO : Epoch 1559 | loss: 0.0311453 | val_loss: 0.0311728 | Time: 2395.03 ms
[2022-04-19 10:05:56 main:581] : INFO : Epoch 1560 | loss: 0.0311457 | val_loss: 0.0311739 | Time: 2323.69 ms
[2022-04-19 10:05:58 main:581] : INFO : Epoch 1561 | loss: 0.0311463 | val_loss: 0.0311753 | Time: 2228.1 ms
[2022-04-19 10:06:01 main:581] : INFO : Epoch 1562 | loss: 0.0311461 | val_loss: 0.0311732 | Time: 2565.1 ms
[2022-04-19 10:06:03 main:581] : INFO : Epoch 1563 | loss: 0.0311469 | val_loss: 0.0311741 | Time: 2371.39 ms
[2022-04-19 10:06:05 main:581] : INFO : Epoch 1564 | loss: 0.0311449 | val_loss: 0.0311751 | Time: 2291.73 ms
[2022-04-19 10:06:08 main:581] : INFO : Epoch 1565 | loss: 0.0311454 | val_loss: 0.03118 | Time: 2386.63 ms
[2022-04-19 10:06:10 main:581] : INFO : Epoch 1566 | loss: 0.0311465 | val_loss: 0.0311732 | Time: 2355.24 ms
[2022-04-19 10:06:12 main:581] : INFO : Epoch 1567 | loss: 0.0311439 | val_loss: 0.0311721 | Time: 2314.77 ms
[2022-04-19 10:06:15 main:581] : INFO : Epoch 1568 | loss: 0.0311438 | val_loss: 0.0311735 | Time: 2321.7 ms
[2022-04-19 10:06:18 main:581] : INFO : Epoch 1569 | loss: 0.0311443 | val_loss: 0.0311743 | Time: 2926.21 ms
[2022-04-19 10:06:20 main:581] : INFO : Epoch 1570 | loss: 0.0311445 | val_loss: 0.0311732 | Time: 2281.48 ms
[2022-04-19 10:06:22 main:581] : INFO : Epoch 1571 | loss: 0.0311446 | val_loss: 0.0311735 | Time: 2219.7 ms
[2022-04-19 10:06:25 main:581] : INFO : Epoch 1572 | loss: 0.0311453 | val_loss: 0.0311729 | Time: 2389.93 ms
[2022-04-19 10:06:27 main:581] : INFO : Epoch 1573 | loss: 0.0311455 | val_loss: 0.0311752 | Time: 2759.89 ms
[2022-04-19 10:06:30 main:581] : INFO : Epoch 1574 | loss: 0.031145 | val_loss: 0.0311742 | Time: 2228.49 ms
[2022-04-19 10:06:32 main:581] : INFO : Epoch 1575 | loss: 0.0311453 | val_loss: 0.0311735 | Time: 2326.84 ms
[2022-04-19 10:06:34 main:581] : INFO : Epoch 1576 | loss: 0.031145 | val_loss: 0.0311706 | Time: 2559.97 ms
[2022-04-19 10:06:37 main:581] : INFO : Epoch 1577 | loss: 0.031147 | val_loss: 0.0311764 | Time: 2268.95 ms
[2022-04-19 10:06:39 main:581] : INFO : Epoch 1578 | loss: 0.0311461 | val_loss: 0.0311695 | Time: 2411.04 ms
[2022-04-19 10:06:41 main:581] : INFO : Epoch 1579 | loss: 0.0311451 | val_loss: 0.0311735 | Time: 2220.49 ms
[2022-04-19 10:06:44 main:581] : INFO : Epoch 1580 | loss: 0.031145 | val_loss: 0.0311716 | Time: 2525.98 ms
[2022-04-19 10:06:46 main:581] : INFO : Epoch 1581 | loss: 0.0311455 | val_loss: 0.0311732 | Time: 2373.87 ms
[2022-04-19 10:06:49 main:581] : INFO : Epoch 1582 | loss: 0.0311448 | val_loss: 0.0311748 | Time: 2310.55 ms
[2022-04-19 10:06:51 main:581] : INFO : Epoch 1583 | loss: 0.031145 | val_loss: 0.0311721 | Time: 2353.45 ms
[2022-04-19 10:06:53 main:581] : INFO : Epoch 1584 | loss: 0.0311464 | val_loss: 0.0311733 | Time: 2441.53 ms
[2022-04-19 10:06:56 main:581] : INFO : Epoch 1585 | loss: 0.0311466 | val_loss: 0.0311723 | Time: 2297.53 ms
[2022-04-19 10:06:58 main:581] : INFO : Epoch 1586 | loss: 0.0311478 | val_loss: 0.0311732 | Time: 2196.67 ms
[2022-04-19 10:07:01 main:581] : INFO : Epoch 1587 | loss: 0.0311477 | val_loss: 0.0311737 | Time: 2729.67 ms
[2022-04-19 10:07:03 main:581] : INFO : Epoch 1588 | loss: 0.031146 | val_loss: 0.0311766 | Time: 2278.95 ms
[2022-04-19 10:07:05 main:581] : INFO : Epoch 1589 | loss: 0.0311462 | val_loss: 0.0311753 | Time: 2252.58 ms
[2022-04-19 10:07:07 main:581] : INFO : Epoch 1590 | loss: 0.0311464 | val_loss: 0.0311719 | Time: 2245.4 ms
[2022-04-19 10:07:10 main:581] : INFO : Epoch 1591 | loss: 0.0311445 | val_loss: 0.0311768 | Time: 2832.03 ms
[2022-04-19 10:07:12 main:581] : INFO : Epoch 1592 | loss: 0.0311436 | val_loss: 0.0311737 | Time: 2251.57 ms
[2022-04-19 10:07:15 main:581] : INFO : Epoch 1593 | loss: 0.0311434 | val_loss: 0.0311753 | Time: 2469.72 ms
[2022-04-19 10:07:17 main:581] : INFO : Epoch 1594 | loss: 0.0311449 | val_loss: 0.0311736 | Time: 2354.93 ms
[2022-04-19 10:07:20 main:581] : INFO : Epoch 1595 | loss: 0.0311452 | val_loss: 0.0311718 | Time: 2425.12 ms
[2022-04-19 10:07:22 main:581] : INFO : Epoch 1596 | loss: 0.0311446 | val_loss: 0.0311743 | Time: 2211.93 ms
[2022-04-19 10:07:24 main:581] : INFO : Epoch 1597 | loss: 0.0311444 | val_loss: 0.0311716 | Time: 2353.52 ms
[2022-04-19 10:07:27 main:581] : INFO : Epoch 1598 | loss: 0.0311435 | val_loss: 0.0311738 | Time: 2610.61 ms
[2022-04-19 10:07:29 main:581] : INFO : Epoch 1599 | loss: 0.0311443 | val_loss: 0.0311748 | Time: 2297.16 ms
[2022-04-19 10:07:31 main:581] : INFO : Epoch 1600 | loss: 0.031147 | val_loss: 0.0311697 | Time: 2336.46 ms
[2022-04-19 10:07:34 main:581] : INFO : Epoch 1601 | loss: 0.0311473 | val_loss: 0.0311724 | Time: 2356.19 ms
[2022-04-19 10:07:36 main:581] : INFO : Epoch 1602 | loss: 0.0311444 | val_loss: 0.0311721 | Time: 2455.25 ms
[2022-04-19 10:07:39 main:581] : INFO : Epoch 1603 | loss: 0.0311471 | val_loss: 0.0311702 | Time: 2394.92 ms
[2022-04-19 10:07:41 main:581] : INFO : Epoch 1604 | loss: 0.0311516 | val_loss: 0.0311711 | Time: 2318.93 ms
[2022-04-19 10:07:44 main:581] : INFO : Epoch 1605 | loss: 0.0311491 | val_loss: 0.031172 | Time: 2763.47 ms
[2022-04-19 10:07:46 main:581] : INFO : Epoch 1606 | loss: 0.0311483 | val_loss: 0.0311684 | Time: 2467.24 ms
[2022-04-19 10:07:49 main:581] : INFO : Epoch 1607 | loss: 0.0311484 | val_loss: 0.0311706 | Time: 2323.6 ms
[2022-04-19 10:07:51 main:581] : INFO : Epoch 1608 | loss: 0.0311512 | val_loss: 0.031171 | Time: 2366.29 ms
[2022-04-19 10:07:54 main:581] : INFO : Epoch 1609 | loss: 0.0311509 | val_loss: 0.0311732 | Time: 2731.73 ms
[2022-04-19 10:07:56 main:581] : INFO : Epoch 1610 | loss: 0.0311526 | val_loss: 0.0311763 | Time: 2280.73 ms
[2022-04-19 10:07:58 main:581] : INFO : Epoch 1611 | loss: 0.0311519 | val_loss: 0.0311732 | Time: 2493.05 ms
[2022-04-19 10:08:01 main:581] : INFO : Epoch 1612 | loss: 0.0311503 | val_loss: 0.0311715 | Time: 2588.89 ms
[2022-04-19 10:08:03 main:581] : INFO : Epoch 1613 | loss: 0.0311494 | val_loss: 0.0311704 | Time: 2296.35 ms
[2022-04-19 10:08:06 main:581] : INFO : Epoch 1614 | loss: 0.03115 | val_loss: 0.0311709 | Time: 2335.6 ms
[2022-04-19 10:08:08 main:581] : INFO : Epoch 1615 | loss: 0.031151 | val_loss: 0.031172 | Time: 2265.43 ms
[2022-04-19 10:08:11 main:581] : INFO : Epoch 1616 | loss: 0.0311505 | val_loss: 0.0311721 | Time: 2617.89 ms
[2022-04-19 10:08:13 main:581] : INFO : Epoch 1617 | loss: 0.0311517 | val_loss: 0.0311723 | Time: 2389.71 ms
[2022-04-19 10:08:15 main:581] : INFO : Epoch 1618 | loss: 0.0311476 | val_loss: 0.0311732 | Time: 2333.81 ms
[2022-04-19 10:08:18 main:581] : INFO : Epoch 1619 | loss: 0.031148 | val_loss: 0.0311714 | Time: 2443.43 ms
[2022-04-19 10:08:20 main:581] : INFO : Epoch 1620 | loss: 0.0311466 | val_loss: 0.0311711 | Time: 2380.94 ms
[2022-04-19 10:08:22 main:581] : INFO : Epoch 1621 | loss: 0.0311442 | val_loss: 0.0311712 | Time: 2273.54 ms
[2022-04-19 10:08:25 main:581] : INFO : Epoch 1622 | loss: 0.0311452 | val_loss: 0.0311706 | Time: 2251.03 ms
[2022-04-19 10:08:27 main:581] : INFO : Epoch 1623 | loss: 0.0311466 | val_loss: 0.031171 | Time: 2759.61 ms
[2022-04-19 10:08:30 main:581] : INFO : Epoch 1624 | loss: 0.0311455 | val_loss: 0.0311687 | Time: 2370.4 ms
[2022-04-19 10:08:32 main:581] : INFO : Epoch 1625 | loss: 0.0311442 | val_loss: 0.0311704 | Time: 2195.43 ms
[2022-04-19 10:08:34 main:581] : INFO : Epoch 1626 | loss: 0.031143 | val_loss: 0.0311699 | Time: 2241.75 ms
[2022-04-19 10:08:37 main:581] : INFO : Epoch 1627 | loss: 0.0311435 | val_loss: 0.0311714 | Time: 2712.71 ms
[2022-04-19 10:08:39 main:581] : INFO : Epoch 1628 | loss: 0.0311434 | val_loss: 0.0311687 | Time: 2271.82 ms
[2022-04-19 10:08:41 main:581] : INFO : Epoch 1629 | loss: 0.0311435 | val_loss: 0.0311703 | Time: 2337.72 ms
[2022-04-19 10:08:44 main:581] : INFO : Epoch 1630 | loss: 0.0311463 | val_loss: 0.0311718 | Time: 2398.48 ms
[2022-04-19 10:08:46 main:581] : INFO : Epoch 1631 | loss: 0.0311455 | val_loss: 0.0311714 | Time: 2348.93 ms
[2022-04-19 10:08:48 main:581] : INFO : Epoch 1632 | loss: 0.031144 | val_loss: 0.031172 | Time: 2206.27 ms
[2022-04-19 10:08:51 main:581] : INFO : Epoch 1633 | loss: 0.0311461 | val_loss: 0.0311687 | Time: 2343.51 ms
[2022-04-19 10:08:53 main:581] : INFO : Epoch 1634 | loss: 0.0311517 | val_loss: 0.0311675 | Time: 2431.11 ms
[2022-04-19 10:08:56 main:581] : INFO : Epoch 1635 | loss: 0.031149 | val_loss: 0.0311701 | Time: 2826.28 ms
[2022-04-19 10:08:58 main:581] : INFO : Epoch 1636 | loss: 0.0311478 | val_loss: 0.0311696 | Time: 2343.63 ms
[2022-04-19 10:09:01 main:581] : INFO : Epoch 1637 | loss: 0.0311479 | val_loss: 0.0311747 | Time: 2197.76 ms
[2022-04-19 10:09:03 main:581] : INFO : Epoch 1638 | loss: 0.0311485 | val_loss: 0.0311693 | Time: 2252.22 ms
[2022-04-19 10:09:06 main:581] : INFO : Epoch 1639 | loss: 0.0311469 | val_loss: 0.031169 | Time: 2762.52 ms
[2022-04-19 10:09:08 main:581] : INFO : Epoch 1640 | loss: 0.0311453 | val_loss: 0.0311726 | Time: 2170.81 ms
[2022-04-19 10:09:10 main:581] : INFO : Epoch 1641 | loss: 0.0311451 | val_loss: 0.0311706 | Time: 2384.16 ms
[2022-04-19 10:09:13 main:581] : INFO : Epoch 1642 | loss: 0.0311448 | val_loss: 0.0311694 | Time: 2514.44 ms
[2022-04-19 10:09:15 main:581] : INFO : Epoch 1643 | loss: 0.0311435 | val_loss: 0.0311696 | Time: 2459.76 ms
[2022-04-19 10:09:18 main:581] : INFO : Epoch 1644 | loss: 0.0311463 | val_loss: 0.0311722 | Time: 2396.01 ms
[2022-04-19 10:09:20 main:581] : INFO : Epoch 1645 | loss: 0.0311482 | val_loss: 0.0311717 | Time: 2363.3 ms
[2022-04-19 10:09:22 main:581] : INFO : Epoch 1646 | loss: 0.0311459 | val_loss: 0.0311694 | Time: 2600.34 ms
[2022-04-19 10:09:25 main:581] : INFO : Epoch 1647 | loss: 0.0311429 | val_loss: 0.0311702 | Time: 2288.72 ms
[2022-04-19 10:09:27 main:581] : INFO : Epoch 1648 | loss: 0.0311429 | val_loss: 0.0311713 | Time: 2391.57 ms
[2022-04-19 10:09:29 main:581] : INFO : Epoch 1649 | loss: 0.0311433 | val_loss: 0.0311697 | Time: 2264.74 ms
[2022-04-19 10:09:32 main:581] : INFO : Epoch 1650 | loss: 0.0311419 | val_loss: 0.0311708 | Time: 2506.28 ms
[2022-04-19 10:09:34 main:581] : INFO : Epoch 1651 | loss: 0.0311425 | val_loss: 0.0311714 | Time: 2211.82 ms
[2022-04-19 10:09:36 main:581] : INFO : Epoch 1652 | loss: 0.0311448 | val_loss: 0.031169 | Time: 2232.43 ms
[2022-04-19 10:09:39 main:581] : INFO : Epoch 1653 | loss: 0.0311437 | val_loss: 0.0311694 | Time: 2644.54 ms
[2022-04-19 10:09:41 main:581] : INFO : Epoch 1654 | loss: 0.0311444 | val_loss: 0.0311746 | Time: 2455.68 ms
[2022-04-19 10:09:44 main:581] : INFO : Epoch 1655 | loss: 0.0311451 | val_loss: 0.0311729 | Time: 2185.53 ms
[2022-04-19 10:09:46 main:581] : INFO : Epoch 1656 | loss: 0.0311443 | val_loss: 0.0311735 | Time: 2233.27 ms
[2022-04-19 10:09:49 main:581] : INFO : Epoch 1657 | loss: 0.0311446 | val_loss: 0.0311753 | Time: 2635.89 ms
[2022-04-19 10:09:51 main:581] : INFO : Epoch 1658 | loss: 0.0311442 | val_loss: 0.0311733 | Time: 2186.66 ms
[2022-04-19 10:09:53 main:581] : INFO : Epoch 1659 | loss: 0.0311452 | val_loss: 0.0311716 | Time: 2307.57 ms
[2022-04-19 10:09:55 main:581] : INFO : Epoch 1660 | loss: 0.0311447 | val_loss: 0.0311724 | Time: 2304.85 ms
[2022-04-19 10:09:58 main:581] : INFO : Epoch 1661 | loss: 0.0311427 | val_loss: 0.0311733 | Time: 2560.6 ms
[2022-04-19 10:10:00 main:581] : INFO : Epoch 1662 | loss: 0.0311427 | val_loss: 0.0311747 | Time: 2286.85 ms
[2022-04-19 10:10:03 main:581] : INFO : Epoch 1663 | loss: 0.0311418 | val_loss: 0.0311731 | Time: 2329.54 ms
[2022-04-19 10:10:05 main:581] : INFO : Epoch 1664 | loss: 0.0311425 | val_loss: 0.0311706 | Time: 2488.33 ms
[2022-04-19 10:10:07 main:581] : INFO : Epoch 1665 | loss: 0.0311452 | val_loss: 0.0311743 | Time: 2273.86 ms
[2022-04-19 10:10:10 main:581] : INFO : Epoch 1666 | loss: 0.0311422 | val_loss: 0.0311746 | Time: 2237.7 ms
[2022-04-19 10:10:12 main:581] : INFO : Epoch 1667 | loss: 0.0311451 | val_loss: 0.0311723 | Time: 2347.83 ms
[2022-04-19 10:10:14 main:581] : INFO : Epoch 1668 | loss: 0.0311442 | val_loss: 0.0311717 | Time: 2475.99 ms
[2022-04-19 10:10:17 main:581] : INFO : Epoch 1669 | loss: 0.0311442 | val_loss: 0.0311708 | Time: 2267.53 ms
[2022-04-19 10:10:19 main:581] : INFO : Epoch 1670 | loss: 0.031142 | val_loss: 0.0311738 | Time: 2305.35 ms
[2022-04-19 10:10:22 main:581] : INFO : Epoch 1671 | loss: 0.0311418 | val_loss: 0.0311729 | Time: 2578.86 ms
[2022-04-19 10:10:24 main:581] : INFO : Epoch 1672 | loss: 0.031142 | val_loss: 0.0311755 | Time: 2347.71 ms
[2022-04-19 10:10:26 main:581] : INFO : Epoch 1673 | loss: 0.0311433 | val_loss: 0.0311782 | Time: 2294.07 ms
[2022-04-19 10:10:28 main:581] : INFO : Epoch 1674 | loss: 0.0311445 | val_loss: 0.0311696 | Time: 2217.27 ms
[2022-04-19 10:10:31 main:581] : INFO : Epoch 1675 | loss: 0.0311467 | val_loss: 0.0311738 | Time: 2908.24 ms
[2022-04-19 10:10:34 main:581] : INFO : Epoch 1676 | loss: 0.0311556 | val_loss: 0.0311733 | Time: 2505.19 ms
[2022-04-19 10:10:36 main:581] : INFO : Epoch 1677 | loss: 0.0311518 | val_loss: 0.0311696 | Time: 2420.58 ms
[2022-04-19 10:10:38 main:581] : INFO : Epoch 1678 | loss: 0.0311517 | val_loss: 0.0311672 | Time: 2287.78 ms
[2022-04-19 10:10:41 main:581] : INFO : Epoch 1679 | loss: 0.031147 | val_loss: 0.0311684 | Time: 2559.01 ms
[2022-04-19 10:10:43 main:581] : INFO : Epoch 1680 | loss: 0.0311473 | val_loss: 0.0311765 | Time: 2232.24 ms
[2022-04-19 10:10:46 main:581] : INFO : Epoch 1681 | loss: 0.0311498 | val_loss: 0.031177 | Time: 2309.29 ms
[2022-04-19 10:10:48 main:581] : INFO : Epoch 1682 | loss: 0.0311474 | val_loss: 0.0311712 | Time: 2480.62 ms
[2022-04-19 10:10:50 main:581] : INFO : Epoch 1683 | loss: 0.0311447 | val_loss: 0.0311704 | Time: 2386.47 ms
[2022-04-19 10:10:53 main:581] : INFO : Epoch 1684 | loss: 0.0311455 | val_loss: 0.0311705 | Time: 2237.88 ms
[2022-04-19 10:10:55 main:581] : INFO : Epoch 1685 | loss: 0.0311443 | val_loss: 0.0311705 | Time: 2353.15 ms
[2022-04-19 10:10:58 main:581] : INFO : Epoch 1686 | loss: 0.031146 | val_loss: 0.0311709 | Time: 2485.5 ms
[2022-04-19 10:11:00 main:581] : INFO : Epoch 1687 | loss: 0.0311456 | val_loss: 0.0311713 | Time: 2432.59 ms
[2022-04-19 10:11:02 main:581] : INFO : Epoch 1688 | loss: 0.0311514 | val_loss: 0.0311752 | Time: 2221.6 ms
[2022-04-19 10:11:05 main:581] : INFO : Epoch 1689 | loss: 0.0311512 | val_loss: 0.0311706 | Time: 2427.1 ms
[2022-04-19 10:11:07 main:581] : INFO : Epoch 1690 | loss: 0.0311492 | val_loss: 0.0311686 | Time: 2384.7 ms
[2022-04-19 10:11:09 main:581] : INFO : Epoch 1691 | loss: 0.0311461 | val_loss: 0.0311707 | Time: 2377.28 ms
[2022-04-19 10:11:12 main:581] : INFO : Epoch 1692 | loss: 0.0311449 | val_loss: 0.0311685 | Time: 2210.69 ms
[2022-04-19 10:11:14 main:581] : INFO : Epoch 1693 | loss: 0.0311467 | val_loss: 0.0311694 | Time: 2629.4 ms
[2022-04-19 10:11:17 main:581] : INFO : Epoch 1694 | loss: 0.0311449 | val_loss: 0.0311677 | Time: 2321.58 ms
[2022-04-19 10:11:19 main:581] : INFO : Epoch 1695 | loss: 0.031142 | val_loss: 0.0311706 | Time: 2339.46 ms
[2022-04-19 10:11:21 main:581] : INFO : Epoch 1696 | loss: 0.0311417 | val_loss: 0.0311702 | Time: 2279.73 ms
[2022-04-19 10:11:24 main:581] : INFO : Epoch 1697 | loss: 0.031141 | val_loss: 0.0311684 | Time: 2667.9 ms
[2022-04-19 10:11:26 main:581] : INFO : Epoch 1698 | loss: 0.0311401 | val_loss: 0.0311735 | Time: 2220.59 ms
[2022-04-19 10:11:28 main:581] : INFO : Epoch 1699 | loss: 0.0311437 | val_loss: 0.0311726 | Time: 2391.52 ms
[2022-04-19 10:11:31 main:581] : INFO : Epoch 1700 | loss: 0.0311469 | val_loss: 0.0311721 | Time: 2544.38 ms
[2022-04-19 10:11:33 main:581] : INFO : Epoch 1701 | loss: 0.0311446 | val_loss: 0.0311725 | Time: 2454.37 ms
[2022-04-19 10:11:36 main:581] : INFO : Epoch 1702 | loss: 0.0311446 | val_loss: 0.031172 | Time: 2194.83 ms
[2022-04-19 10:11:38 main:581] : INFO : Epoch 1703 | loss: 0.0311487 | val_loss: 0.0311748 | Time: 2376.39 ms
[2022-04-19 10:11:41 main:581] : INFO : Epoch 1704 | loss: 0.0311483 | val_loss: 0.0311753 | Time: 2486.08 ms
[2022-04-19 10:11:43 main:581] : INFO : Epoch 1705 | loss: 0.031149 | val_loss: 0.0311784 | Time: 2353.9 ms
[2022-04-19 10:11:45 main:581] : INFO : Epoch 1706 | loss: 0.0311475 | val_loss: 0.0311799 | Time: 2278.5 ms
[2022-04-19 10:11:48 main:581] : INFO : Epoch 1707 | loss: 0.0311511 | val_loss: 0.0311745 | Time: 2485.1 ms
[2022-04-19 10:11:50 main:581] : INFO : Epoch 1708 | loss: 0.0311488 | val_loss: 0.0311735 | Time: 2486.34 ms
[2022-04-19 10:11:52 main:581] : INFO : Epoch 1709 | loss: 0.0311485 | val_loss: 0.0311768 | Time: 2377.12 ms
[2022-04-19 10:11:55 main:581] : INFO : Epoch 1710 | loss: 0.0311499 | val_loss: 0.0311768 | Time: 2248.57 ms
[2022-04-19 10:11:57 main:581] : INFO : Epoch 1711 | loss: 0.0311467 | val_loss: 0.0311744 | Time: 2739.46 ms
[2022-04-19 10:12:00 main:581] : INFO : Epoch 1712 | loss: 0.0311455 | val_loss: 0.0311739 | Time: 2307.4 ms
[2022-04-19 10:12:02 main:581] : INFO : Epoch 1713 | loss: 0.0311441 | val_loss: 0.0311734 | Time: 2455.61 ms
[2022-04-19 10:12:05 main:581] : INFO : Epoch 1714 | loss: 0.0311451 | val_loss: 0.0311748 | Time: 2312.33 ms
[2022-04-19 10:12:07 main:581] : INFO : Epoch 1715 | loss: 0.0311439 | val_loss: 0.031172 | Time: 2714.87 ms
[2022-04-19 10:12:10 main:581] : INFO : Epoch 1716 | loss: 0.0311419 | val_loss: 0.0311703 | Time: 2242.13 ms
[2022-04-19 10:12:12 main:581] : INFO : Epoch 1717 | loss: 0.0311424 | val_loss: 0.0311765 | Time: 2360.43 ms
[2022-04-19 10:12:14 main:581] : INFO : Epoch 1718 | loss: 0.0311438 | val_loss: 0.0311754 | Time: 2430.92 ms
[2022-04-19 10:12:17 main:581] : INFO : Epoch 1719 | loss: 0.0311415 | val_loss: 0.0311723 | Time: 2513.05 ms
[2022-04-19 10:12:19 main:581] : INFO : Epoch 1720 | loss: 0.0311428 | val_loss: 0.0311711 | Time: 2240.52 ms
[2022-04-19 10:12:21 main:581] : INFO : Epoch 1721 | loss: 0.0311431 | val_loss: 0.0311728 | Time: 2321.44 ms
[2022-04-19 10:12:24 main:581] : INFO : Epoch 1722 | loss: 0.0311429 | val_loss: 0.0311706 | Time: 2451.94 ms
[2022-04-19 10:12:26 main:581] : INFO : Epoch 1723 | loss: 0.0311418 | val_loss: 0.0311705 | Time: 2423.3 ms
[2022-04-19 10:12:29 main:581] : INFO : Epoch 1724 | loss: 0.031143 | val_loss: 0.0311742 | Time: 2399.9 ms
[2022-04-19 10:12:31 main:581] : INFO : Epoch 1725 | loss: 0.0311409 | val_loss: 0.0311703 | Time: 2499.8 ms
[2022-04-19 10:12:34 main:581] : INFO : Epoch 1726 | loss: 0.0311405 | val_loss: 0.0311701 | Time: 2435.84 ms
[2022-04-19 10:12:36 main:581] : INFO : Epoch 1727 | loss: 0.0311391 | val_loss: 0.0311725 | Time: 2326.85 ms
[2022-04-19 10:12:38 main:581] : INFO : Epoch 1728 | loss: 0.0311387 | val_loss: 0.0311707 | Time: 2223.2 ms
[2022-04-19 10:12:41 main:581] : INFO : Epoch 1729 | loss: 0.0311406 | val_loss: 0.0311707 | Time: 2851.83 ms
[2022-04-19 10:12:43 main:581] : INFO : Epoch 1730 | loss: 0.0311407 | val_loss: 0.0311741 | Time: 2273.92 ms
[2022-04-19 10:12:46 main:581] : INFO : Epoch 1731 | loss: 0.031139 | val_loss: 0.0311702 | Time: 2326.14 ms
[2022-04-19 10:12:48 main:581] : INFO : Epoch 1732 | loss: 0.0311383 | val_loss: 0.0311694 | Time: 2406.83 ms
[2022-04-19 10:12:50 main:581] : INFO : Epoch 1733 | loss: 0.0311378 | val_loss: 0.0311721 | Time: 2444.84 ms
[2022-04-19 10:12:53 main:581] : INFO : Epoch 1734 | loss: 0.0311379 | val_loss: 0.0311708 | Time: 2215.08 ms
[2022-04-19 10:12:55 main:581] : INFO : Epoch 1735 | loss: 0.0311369 | val_loss: 0.0311722 | Time: 2440.33 ms
[2022-04-19 10:12:58 main:581] : INFO : Epoch 1736 | loss: 0.0311372 | val_loss: 0.0311695 | Time: 2412.08 ms
[2022-04-19 10:13:00 main:581] : INFO : Epoch 1737 | loss: 0.031136 | val_loss: 0.031173 | Time: 2463.97 ms
[2022-04-19 10:13:02 main:581] : INFO : Epoch 1738 | loss: 0.031136 | val_loss: 0.0311685 | Time: 2203.12 ms
[2022-04-19 10:13:05 main:581] : INFO : Epoch 1739 | loss: 0.0311359 | val_loss: 0.0311707 | Time: 2324.54 ms
[2022-04-19 10:13:07 main:581] : INFO : Epoch 1740 | loss: 0.0311374 | val_loss: 0.0311716 | Time: 2524.73 ms
[2022-04-19 10:13:09 main:581] : INFO : Epoch 1741 | loss: 0.0311381 | val_loss: 0.0311692 | Time: 2372.42 ms
[2022-04-19 10:13:12 main:581] : INFO : Epoch 1742 | loss: 0.031139 | val_loss: 0.0311715 | Time: 2229.92 ms
[2022-04-19 10:13:14 main:581] : INFO : Epoch 1743 | loss: 0.0311375 | val_loss: 0.0311735 | Time: 2592.52 ms
[2022-04-19 10:13:17 main:581] : INFO : Epoch 1744 | loss: 0.031139 | val_loss: 0.0311745 | Time: 2368.54 ms
[2022-04-19 10:13:19 main:581] : INFO : Epoch 1745 | loss: 0.031138 | val_loss: 0.0311719 | Time: 2349.96 ms
[2022-04-19 10:13:21 main:581] : INFO : Epoch 1746 | loss: 0.0311381 | val_loss: 0.0311835 | Time: 2214.62 ms
[2022-04-19 10:13:24 main:581] : INFO : Epoch 1747 | loss: 0.0311372 | val_loss: 0.0311725 | Time: 2647.93 ms
[2022-04-19 10:13:26 main:581] : INFO : Epoch 1748 | loss: 0.0311367 | val_loss: 0.0311714 | Time: 2332.22 ms
[2022-04-19 10:13:29 main:581] : INFO : Epoch 1749 | loss: 0.0311379 | val_loss: 0.0311731 | Time: 2367.52 ms
[2022-04-19 10:13:31 main:581] : INFO : Epoch 1750 | loss: 0.031136 | val_loss: 0.0311763 | Time: 2191.99 ms
[2022-04-19 10:13:33 main:581] : INFO : Epoch 1751 | loss: 0.0311359 | val_loss: 0.0311786 | Time: 2722.01 ms
[2022-04-19 10:13:36 main:581] : INFO : Epoch 1752 | loss: 0.0311353 | val_loss: 0.0311713 | Time: 2210.16 ms
[2022-04-19 10:13:38 main:581] : INFO : Epoch 1753 | loss: 0.0311368 | val_loss: 0.0311758 | Time: 2431.84 ms
[2022-04-19 10:13:40 main:581] : INFO : Epoch 1754 | loss: 0.0311416 | val_loss: 0.0311779 | Time: 2378.66 ms
[2022-04-19 10:13:43 main:581] : INFO : Epoch 1755 | loss: 0.0311418 | val_loss: 0.0311825 | Time: 2503.73 ms
[2022-04-19 10:13:45 main:581] : INFO : Epoch 1756 | loss: 0.0311424 | val_loss: 0.031174 | Time: 2227.73 ms
[2022-04-19 10:13:48 main:581] : INFO : Epoch 1757 | loss: 0.031138 | val_loss: 0.0311772 | Time: 2318.08 ms
[2022-04-19 10:13:50 main:581] : INFO : Epoch 1758 | loss: 0.0311357 | val_loss: 0.0311737 | Time: 2460.57 ms
[2022-04-19 10:13:52 main:581] : INFO : Epoch 1759 | loss: 0.0311347 | val_loss: 0.0311714 | Time: 2371.68 ms
[2022-04-19 10:13:55 main:581] : INFO : Epoch 1760 | loss: 0.0311386 | val_loss: 0.0311714 | Time: 2183.93 ms
[2022-04-19 10:13:57 main:581] : INFO : Epoch 1761 | loss: 0.0311386 | val_loss: 0.0311721 | Time: 2342.59 ms
[2022-04-19 10:13:59 main:581] : INFO : Epoch 1762 | loss: 0.0311376 | val_loss: 0.0311754 | Time: 2523.48 ms
[2022-04-19 10:14:02 main:581] : INFO : Epoch 1763 | loss: 0.0311387 | val_loss: 0.0311767 | Time: 2286.75 ms
[2022-04-19 10:14:04 main:581] : INFO : Epoch 1764 | loss: 0.0311389 | val_loss: 0.0311767 | Time: 2217.66 ms
[2022-04-19 10:14:06 main:581] : INFO : Epoch 1765 | loss: 0.0311378 | val_loss: 0.0311706 | Time: 2516.64 ms
[2022-04-19 10:14:09 main:581] : INFO : Epoch 1766 | loss: 0.0311369 | val_loss: 0.0311723 | Time: 2389.43 ms
[2022-04-19 10:14:11 main:581] : INFO : Epoch 1767 | loss: 0.0311466 | val_loss: 0.0311783 | Time: 2219.88 ms
[2022-04-19 10:14:13 main:581] : INFO : Epoch 1768 | loss: 0.0311583 | val_loss: 0.0311746 | Time: 2202.85 ms
[2022-04-19 10:14:15 main:581] : INFO : Epoch 1769 | loss: 0.0311533 | val_loss: 0.0311719 | Time: 2200.39 ms
[2022-04-19 10:14:18 main:581] : INFO : Epoch 1770 | loss: 0.0311472 | val_loss: 0.031171 | Time: 2169.86 ms
[2022-04-19 10:14:20 main:581] : INFO : Epoch 1771 | loss: 0.0311457 | val_loss: 0.0311719 | Time: 2150.54 ms
[2022-04-19 10:14:22 main:581] : INFO : Epoch 1772 | loss: 0.0311442 | val_loss: 0.0311729 | Time: 2148.87 ms
[2022-04-19 10:14:24 main:581] : INFO : Epoch 1773 | loss: 0.031144 | val_loss: 0.0311709 | Time: 2199.72 ms
[2022-04-19 10:14:26 main:581] : INFO : Epoch 1774 | loss: 0.0311417 | val_loss: 0.0311685 | Time: 2207.22 ms
[2022-04-19 10:14:28 main:581] : INFO : Epoch 1775 | loss: 0.0311429 | val_loss: 0.031172 | Time: 2178.66 ms
[2022-04-19 10:14:31 main:581] : INFO : Epoch 1776 | loss: 0.0311424 | val_loss: 0.0311708 | Time: 2157.28 ms
[2022-04-19 10:14:33 main:581] : INFO : Epoch 1777 | loss: 0.0311406 | val_loss: 0.03117 | Time: 2171.61 ms
[2022-04-19 10:14:35 main:581] : INFO : Epoch 1778 | loss: 0.0311397 | val_loss: 0.0311714 | Time: 2188.57 ms
[2022-04-19 10:14:37 main:581] : INFO : Epoch 1779 | loss: 0.0311428 | val_loss: 0.0311727 | Time: 2202.61 ms
[2022-04-19 10:14:39 main:581] : INFO : Epoch 1780 | loss: 0.0311426 | val_loss: 0.0311719 | Time: 2160.42 ms
[2022-04-19 10:14:42 main:581] : INFO : Epoch 1781 | loss: 0.03114 | val_loss: 0.0311746 | Time: 2182.28 ms
[2022-04-19 10:14:44 main:581] : INFO : Epoch 1782 | loss: 0.0311395 | val_loss: 0.0311721 | Time: 2149.79 ms
[2022-04-19 10:14:46 main:581] : INFO : Epoch 1783 | loss: 0.0311397 | val_loss: 0.0311739 | Time: 2199.95 ms
[2022-04-19 10:14:48 main:581] : INFO : Epoch 1784 | loss: 0.0311398 | val_loss: 0.0311769 | Time: 2215.35 ms
[2022-04-19 10:14:50 main:581] : INFO : Epoch 1785 | loss: 0.0311452 | val_loss: 0.0311769 | Time: 2229 ms
[2022-04-19 10:14:53 main:581] : INFO : Epoch 1786 | loss: 0.0311425 | val_loss: 0.0311736 | Time: 2205 ms
[2022-04-19 10:14:55 main:581] : INFO : Epoch 1787 | loss: 0.0311402 | val_loss: 0.0311677 | Time: 2157.09 ms
[2022-04-19 10:14:57 main:581] : INFO : Epoch 1788 | loss: 0.0311484 | val_loss: 0.0311698 | Time: 2163.09 ms
[2022-04-19 10:14:59 main:581] : INFO : Epoch 1789 | loss: 0.0311483 | val_loss: 0.0311763 | Time: 2176.85 ms
[2022-04-19 10:15:01 main:581] : INFO : Epoch 1790 | loss: 0.0311518 | val_loss: 0.031169 | Time: 2170.83 ms
[2022-04-19 10:15:03 main:581] : INFO : Epoch 1791 | loss: 0.0311481 | val_loss: 0.0311714 | Time: 2123.34 ms
[2022-04-19 10:15:06 main:581] : INFO : Epoch 1792 | loss: 0.0311506 | val_loss: 0.0311745 | Time: 2158.15 ms
[2022-04-19 10:15:08 main:581] : INFO : Epoch 1793 | loss: 0.0311526 | val_loss: 0.0311711 | Time: 2186.07 ms
[2022-04-19 10:15:10 main:581] : INFO : Epoch 1794 | loss: 0.0311491 | val_loss: 0.0311727 | Time: 2158.82 ms
[2022-04-19 10:15:12 main:581] : INFO : Epoch 1795 | loss: 0.0311533 | val_loss: 0.0311724 | Time: 2142.29 ms
[2022-04-19 10:15:14 main:581] : INFO : Epoch 1796 | loss: 0.031151 | val_loss: 0.0311722 | Time: 2119.97 ms
[2022-04-19 10:15:16 main:581] : INFO : Epoch 1797 | loss: 0.0311491 | val_loss: 0.0311689 | Time: 2126.98 ms
[2022-04-19 10:15:18 main:581] : INFO : Epoch 1798 | loss: 0.0311474 | val_loss: 0.0311719 | Time: 2118.67 ms
[2022-04-19 10:15:20 main:581] : INFO : Epoch 1799 | loss: 0.0311462 | val_loss: 0.0311734 | Time: 2129.6 ms
[2022-04-19 10:15:23 main:581] : INFO : Epoch 1800 | loss: 0.0311456 | val_loss: 0.0311721 | Time: 2187.26 ms
[2022-04-19 10:15:25 main:581] : INFO : Epoch 1801 | loss: 0.0311461 | val_loss: 0.0311742 | Time: 2138.04 ms
[2022-04-19 10:15:27 main:581] : INFO : Epoch 1802 | loss: 0.0311473 | val_loss: 0.03117 | Time: 2116.37 ms
[2022-04-19 10:15:29 main:581] : INFO : Epoch 1803 | loss: 0.0311473 | val_loss: 0.0311703 | Time: 2122.93 ms
[2022-04-19 10:15:31 main:581] : INFO : Epoch 1804 | loss: 0.0311462 | val_loss: 0.0311707 | Time: 2142.83 ms
[2022-04-19 10:15:33 main:581] : INFO : Epoch 1805 | loss: 0.0311445 | val_loss: 0.0311734 | Time: 2228.95 ms
[2022-04-19 10:15:36 main:581] : INFO : Epoch 1806 | loss: 0.0311469 | val_loss: 0.0311696 | Time: 2164.84 ms
[2022-04-19 10:15:38 main:581] : INFO : Epoch 1807 | loss: 0.0311449 | val_loss: 0.0311712 | Time: 2266.84 ms
[2022-04-19 10:15:40 main:581] : INFO : Epoch 1808 | loss: 0.0311462 | val_loss: 0.0311695 | Time: 2194.95 ms
[2022-04-19 10:15:42 main:581] : INFO : Epoch 1809 | loss: 0.031146 | val_loss: 0.0311715 | Time: 2194.32 ms
[2022-04-19 10:15:44 main:581] : INFO : Epoch 1810 | loss: 0.0311478 | val_loss: 0.0311757 | Time: 2141.89 ms
[2022-04-19 10:15:47 main:581] : INFO : Epoch 1811 | loss: 0.0311455 | val_loss: 0.031174 | Time: 2104.19 ms
[2022-04-19 10:15:49 main:581] : INFO : Epoch 1812 | loss: 0.0311421 | val_loss: 0.0311761 | Time: 2174.45 ms
[2022-04-19 10:15:51 main:581] : INFO : Epoch 1813 | loss: 0.0311421 | val_loss: 0.0311717 | Time: 2164.72 ms
[2022-04-19 10:15:53 main:581] : INFO : Epoch 1814 | loss: 0.0311533 | val_loss: 0.0311765 | Time: 2141.64 ms
[2022-04-19 10:15:55 main:581] : INFO : Epoch 1815 | loss: 0.0311515 | val_loss: 0.0311726 | Time: 2143.49 ms
[2022-04-19 10:15:57 main:581] : INFO : Epoch 1816 | loss: 0.031152 | val_loss: 0.0311753 | Time: 2226.28 ms
[2022-04-19 10:16:00 main:581] : INFO : Epoch 1817 | loss: 0.0311483 | val_loss: 0.031172 | Time: 2165.46 ms
[2022-04-19 10:16:02 main:581] : INFO : Epoch 1818 | loss: 0.031146 | val_loss: 0.0311697 | Time: 2183.07 ms
[2022-04-19 10:16:04 main:581] : INFO : Epoch 1819 | loss: 0.031145 | val_loss: 0.0311708 | Time: 2241.29 ms
[2022-04-19 10:16:06 main:581] : INFO : Epoch 1820 | loss: 0.0311453 | val_loss: 0.0311743 | Time: 2183.13 ms
[2022-04-19 10:16:08 main:581] : INFO : Epoch 1821 | loss: 0.0311437 | val_loss: 0.0311718 | Time: 2153.17 ms
[2022-04-19 10:16:10 main:581] : INFO : Epoch 1822 | loss: 0.0311429 | val_loss: 0.0311687 | Time: 2151.42 ms
[2022-04-19 10:16:13 main:581] : INFO : Epoch 1823 | loss: 0.0311426 | val_loss: 0.0311733 | Time: 2161.8 ms
[2022-04-19 10:16:15 main:581] : INFO : Epoch 1824 | loss: 0.0311426 | val_loss: 0.0311715 | Time: 2176.26 ms
[2022-04-19 10:16:17 main:581] : INFO : Epoch 1825 | loss: 0.0311414 | val_loss: 0.0311747 | Time: 2219.26 ms
[2022-04-19 10:16:19 main:581] : INFO : Epoch 1826 | loss: 0.031142 | val_loss: 0.0311707 | Time: 2151.38 ms
[2022-04-19 10:16:21 main:581] : INFO : Epoch 1827 | loss: 0.0311402 | val_loss: 0.0311744 | Time: 2190.19 ms
[2022-04-19 10:16:23 main:581] : INFO : Epoch 1828 | loss: 0.0311419 | val_loss: 0.0311734 | Time: 2157.52 ms
[2022-04-19 10:16:26 main:581] : INFO : Epoch 1829 | loss: 0.0311437 | val_loss: 0.0311727 | Time: 2203.13 ms
[2022-04-19 10:16:28 main:581] : INFO : Epoch 1830 | loss: 0.0311424 | val_loss: 0.0311703 | Time: 2191.97 ms
[2022-04-19 10:16:30 main:581] : INFO : Epoch 1831 | loss: 0.0311436 | val_loss: 0.0311734 | Time: 2181.05 ms
[2022-04-19 10:16:32 main:581] : INFO : Epoch 1832 | loss: 0.0311433 | val_loss: 0.0311724 | Time: 2199.42 ms
[2022-04-19 10:16:34 main:581] : INFO : Epoch 1833 | loss: 0.0311408 | val_loss: 0.0311753 | Time: 2184.51 ms
[2022-04-19 10:16:37 main:581] : INFO : Epoch 1834 | loss: 0.031141 | val_loss: 0.0311744 | Time: 2184.42 ms
[2022-04-19 10:16:39 main:581] : INFO : Epoch 1835 | loss: 0.0311407 | val_loss: 0.0311719 | Time: 2148.31 ms
[2022-04-19 10:16:41 main:581] : INFO : Epoch 1836 | loss: 0.0311406 | val_loss: 0.0311743 | Time: 2140.86 ms
[2022-04-19 10:16:43 main:581] : INFO : Epoch 1837 | loss: 0.0311401 | val_loss: 0.0311706 | Time: 2212.83 ms
[2022-04-19 10:16:45 main:581] : INFO : Epoch 1838 | loss: 0.0311427 | val_loss: 0.0311756 | Time: 2181.78 ms
[2022-04-19 10:16:48 main:581] : INFO : Epoch 1839 | loss: 0.0311413 | val_loss: 0.0311703 | Time: 2221.01 ms
[2022-04-19 10:16:50 main:581] : INFO : Epoch 1840 | loss: 0.0311408 | val_loss: 0.0311715 | Time: 2235.28 ms
[2022-04-19 10:16:52 main:581] : INFO : Epoch 1841 | loss: 0.0311396 | val_loss: 0.0311709 | Time: 2202.3 ms
[2022-04-19 10:16:54 main:581] : INFO : Epoch 1842 | loss: 0.0311419 | val_loss: 0.0311708 | Time: 2175.22 ms
[2022-04-19 10:16:56 main:581] : INFO : Epoch 1843 | loss: 0.031141 | val_loss: 0.031175 | Time: 2215.52 ms
[2022-04-19 10:16:59 main:581] : INFO : Epoch 1844 | loss: 0.031141 | val_loss: 0.0311761 | Time: 2193.3 ms
[2022-04-19 10:17:01 main:581] : INFO : Epoch 1845 | loss: 0.0311429 | val_loss: 0.0311729 | Time: 2229.89 ms
[2022-04-19 10:17:03 main:581] : INFO : Epoch 1846 | loss: 0.0311395 | val_loss: 0.0311735 | Time: 2191.91 ms
[2022-04-19 10:17:05 main:581] : INFO : Epoch 1847 | loss: 0.0311407 | val_loss: 0.0311698 | Time: 2198.64 ms
[2022-04-19 10:17:07 main:581] : INFO : Epoch 1848 | loss: 0.0311417 | val_loss: 0.0311693 | Time: 2162.46 ms
[2022-04-19 10:17:10 main:581] : INFO : Epoch 1849 | loss: 0.0311413 | val_loss: 0.0311693 | Time: 2177.82 ms
[2022-04-19 10:17:12 main:581] : INFO : Epoch 1850 | loss: 0.0311405 | val_loss: 0.0311719 | Time: 2178.95 ms
[2022-04-19 10:17:14 main:581] : INFO : Epoch 1851 | loss: 0.0311419 | val_loss: 0.0311718 | Time: 2188.32 ms
[2022-04-19 10:17:16 main:581] : INFO : Epoch 1852 | loss: 0.0311392 | val_loss: 0.0311759 | Time: 2214.58 ms
[2022-04-19 10:17:18 main:581] : INFO : Epoch 1853 | loss: 0.0311408 | val_loss: 0.0311752 | Time: 2178.29 ms
[2022-04-19 10:17:20 main:581] : INFO : Epoch 1854 | loss: 0.0311438 | val_loss: 0.031171 | Time: 2196.06 ms
[2022-04-19 10:17:23 main:581] : INFO : Epoch 1855 | loss: 0.031143 | val_loss: 0.0311718 | Time: 2178.05 ms
[2022-04-19 10:17:25 main:581] : INFO : Epoch 1856 | loss: 0.0311413 | val_loss: 0.0311721 | Time: 2196.71 ms
[2022-04-19 10:17:27 main:581] : INFO : Epoch 1857 | loss: 0.0311413 | val_loss: 0.0311751 | Time: 2188.87 ms
[2022-04-19 10:17:29 main:581] : INFO : Epoch 1858 | loss: 0.0311418 | val_loss: 0.0311716 | Time: 2147.26 ms
[2022-04-19 10:17:31 main:581] : INFO : Epoch 1859 | loss: 0.0311389 | val_loss: 0.0311765 | Time: 2159.22 ms
[2022-04-19 10:17:34 main:581] : INFO : Epoch 1860 | loss: 0.0311391 | val_loss: 0.0311724 | Time: 2137.28 ms
[2022-04-19 10:17:36 main:581] : INFO : Epoch 1861 | loss: 0.0311383 | val_loss: 0.0311761 | Time: 2162.58 ms
[2022-04-19 10:17:38 main:581] : INFO : Epoch 1862 | loss: 0.0311377 | val_loss: 0.0311737 | Time: 2215.66 ms
[2022-04-19 10:17:40 main:581] : INFO : Epoch 1863 | loss: 0.0311404 | val_loss: 0.0311757 | Time: 2160.63 ms
[2022-04-19 10:17:42 main:581] : INFO : Epoch 1864 | loss: 0.0311426 | val_loss: 0.0311735 | Time: 2162.48 ms
[2022-04-19 10:17:44 main:581] : INFO : Epoch 1865 | loss: 0.0311424 | val_loss: 0.0311758 | Time: 2218.35 ms
[2022-04-19 10:17:47 main:581] : INFO : Epoch 1866 | loss: 0.0311399 | val_loss: 0.0311843 | Time: 2165.63 ms
[2022-04-19 10:17:49 main:581] : INFO : Epoch 1867 | loss: 0.0311416 | val_loss: 0.0311833 | Time: 2145.2 ms
[2022-04-19 10:17:51 main:581] : INFO : Epoch 1868 | loss: 0.0311424 | val_loss: 0.0311778 | Time: 2143.33 ms
[2022-04-19 10:17:53 main:581] : INFO : Epoch 1869 | loss: 0.031142 | val_loss: 0.0311766 | Time: 2190.83 ms
[2022-04-19 10:17:55 main:581] : INFO : Epoch 1870 | loss: 0.031141 | val_loss: 0.0311701 | Time: 2173.19 ms
[2022-04-19 10:17:57 main:581] : INFO : Epoch 1871 | loss: 0.0311401 | val_loss: 0.0311733 | Time: 2145.98 ms
[2022-04-19 10:18:00 main:581] : INFO : Epoch 1872 | loss: 0.0311461 | val_loss: 0.0311802 | Time: 2145.31 ms
[2022-04-19 10:18:02 main:581] : INFO : Epoch 1873 | loss: 0.031149 | val_loss: 0.0311785 | Time: 2181.65 ms
[2022-04-19 10:18:04 main:581] : INFO : Epoch 1874 | loss: 0.0311512 | val_loss: 0.0311751 | Time: 2138.03 ms
[2022-04-19 10:18:06 main:581] : INFO : Epoch 1875 | loss: 0.031151 | val_loss: 0.0311775 | Time: 2146.6 ms
[2022-04-19 10:18:08 main:581] : INFO : Epoch 1876 | loss: 0.0311468 | val_loss: 0.0311759 | Time: 2147.27 ms
[2022-04-19 10:18:10 main:581] : INFO : Epoch 1877 | loss: 0.0311455 | val_loss: 0.0311728 | Time: 2131.94 ms
[2022-04-19 10:18:12 main:581] : INFO : Epoch 1878 | loss: 0.0311436 | val_loss: 0.0311731 | Time: 2143.76 ms
[2022-04-19 10:18:15 main:581] : INFO : Epoch 1879 | loss: 0.0311443 | val_loss: 0.0311767 | Time: 2161.87 ms
[2022-04-19 10:18:17 main:581] : INFO : Epoch 1880 | loss: 0.0311438 | val_loss: 0.0311742 | Time: 2169.74 ms
[2022-04-19 10:18:19 main:581] : INFO : Epoch 1881 | loss: 0.0311416 | val_loss: 0.0311788 | Time: 2143.89 ms
[2022-04-19 10:18:21 main:581] : INFO : Epoch 1882 | loss: 0.0311422 | val_loss: 0.0311746 | Time: 2124.31 ms
[2022-04-19 10:18:23 main:581] : INFO : Epoch 1883 | loss: 0.0311404 | val_loss: 0.0311728 | Time: 2157.72 ms
[2022-04-19 10:18:25 main:581] : INFO : Epoch 1884 | loss: 0.0311435 | val_loss: 0.0311721 | Time: 2170.12 ms
[2022-04-19 10:18:28 main:581] : INFO : Epoch 1885 | loss: 0.0311436 | val_loss: 0.0311712 | Time: 2158.19 ms
[2022-04-19 10:18:30 main:581] : INFO : Epoch 1886 | loss: 0.0311431 | val_loss: 0.0311752 | Time: 2195.31 ms
[2022-04-19 10:18:32 main:581] : INFO : Epoch 1887 | loss: 0.031145 | val_loss: 0.0311711 | Time: 2123.26 ms
[2022-04-19 10:18:34 main:581] : INFO : Epoch 1888 | loss: 0.0311455 | val_loss: 0.0311792 | Time: 2152.89 ms
[2022-04-19 10:18:36 main:581] : INFO : Epoch 1889 | loss: 0.0311457 | val_loss: 0.0311781 | Time: 2171.5 ms
[2022-04-19 10:18:38 main:581] : INFO : Epoch 1890 | loss: 0.0311421 | val_loss: 0.0311734 | Time: 2117.44 ms
[2022-04-19 10:18:40 main:581] : INFO : Epoch 1891 | loss: 0.0311431 | val_loss: 0.031171 | Time: 2128.29 ms
[2022-04-19 10:18:43 main:581] : INFO : Epoch 1892 | loss: 0.0311445 | val_loss: 0.0311725 | Time: 2160.62 ms
[2022-04-19 10:18:45 main:581] : INFO : Epoch 1893 | loss: 0.0311427 | val_loss: 0.0311719 | Time: 2117.37 ms
[2022-04-19 10:18:47 main:581] : INFO : Epoch 1894 | loss: 0.0311437 | val_loss: 0.0311707 | Time: 2117.43 ms
[2022-04-19 10:18:49 main:581] : INFO : Epoch 1895 | loss: 0.0311427 | val_loss: 0.0311813 | Time: 2131.36 ms
[2022-04-19 10:18:51 main:581] : INFO : Epoch 1896 | loss: 0.0311421 | val_loss: 0.0311735 | Time: 2099.86 ms
[2022-04-19 10:18:53 main:581] : INFO : Epoch 1897 | loss: 0.0311447 | val_loss: 0.0311703 | Time: 2151.38 ms
[2022-04-19 10:18:55 main:581] : INFO : Epoch 1898 | loss: 0.0311411 | val_loss: 0.0311724 | Time: 2129.9 ms
[2022-04-19 10:18:57 main:581] : INFO : Epoch 1899 | loss: 0.0311399 | val_loss: 0.0311716 | Time: 2163.83 ms
[2022-04-19 10:19:00 main:581] : INFO : Epoch 1900 | loss: 0.0311398 | val_loss: 0.031173 | Time: 2121.42 ms
[2022-04-19 10:19:02 main:581] : INFO : Epoch 1901 | loss: 0.0311386 | val_loss: 0.0311722 | Time: 2123.18 ms
[2022-04-19 10:19:04 main:581] : INFO : Epoch 1902 | loss: 0.0311398 | val_loss: 0.0311731 | Time: 2143.08 ms
[2022-04-19 10:19:06 main:581] : INFO : Epoch 1903 | loss: 0.0311391 | val_loss: 0.0311744 | Time: 2128.45 ms
[2022-04-19 10:19:08 main:581] : INFO : Epoch 1904 | loss: 0.0311389 | val_loss: 0.0311734 | Time: 2144.36 ms
[2022-04-19 10:19:10 main:581] : INFO : Epoch 1905 | loss: 0.0311387 | val_loss: 0.0311742 | Time: 2175.45 ms
[2022-04-19 10:19:12 main:581] : INFO : Epoch 1906 | loss: 0.0311388 | val_loss: 0.0311731 | Time: 2149.77 ms
[2022-04-19 10:19:15 main:581] : INFO : Epoch 1907 | loss: 0.0311383 | val_loss: 0.0311746 | Time: 2107.01 ms
[2022-04-19 10:19:17 main:581] : INFO : Epoch 1908 | loss: 0.0311379 | val_loss: 0.0311754 | Time: 2097.09 ms
[2022-04-19 10:19:19 main:581] : INFO : Epoch 1909 | loss: 0.0311364 | val_loss: 0.0311745 | Time: 2126.78 ms
[2022-04-19 10:19:21 main:581] : INFO : Epoch 1910 | loss: 0.0311374 | val_loss: 0.0311761 | Time: 2156.06 ms
[2022-04-19 10:19:23 main:581] : INFO : Epoch 1911 | loss: 0.031137 | val_loss: 0.0311743 | Time: 2172.46 ms
[2022-04-19 10:19:25 main:581] : INFO : Epoch 1912 | loss: 0.0311377 | val_loss: 0.0311693 | Time: 2201.3 ms
[2022-04-19 10:19:27 main:581] : INFO : Epoch 1913 | loss: 0.0311392 | val_loss: 0.0311715 | Time: 2150.39 ms
[2022-04-19 10:19:30 main:581] : INFO : Epoch 1914 | loss: 0.0311368 | val_loss: 0.0311745 | Time: 2138.47 ms
[2022-04-19 10:19:32 main:581] : INFO : Epoch 1915 | loss: 0.0311366 | val_loss: 0.0311726 | Time: 2158.4 ms
[2022-04-19 10:19:34 main:581] : INFO : Epoch 1916 | loss: 0.0311366 | val_loss: 0.031178 | Time: 2165.29 ms
[2022-04-19 10:19:36 main:581] : INFO : Epoch 1917 | loss: 0.0311368 | val_loss: 0.0311736 | Time: 2136.89 ms
[2022-04-19 10:19:38 main:581] : INFO : Epoch 1918 | loss: 0.0311354 | val_loss: 0.0311698 | Time: 2163.28 ms
[2022-04-19 10:19:40 main:581] : INFO : Epoch 1919 | loss: 0.0311359 | val_loss: 0.0311811 | Time: 2110.77 ms
[2022-04-19 10:19:42 main:581] : INFO : Epoch 1920 | loss: 0.0311358 | val_loss: 0.031172 | Time: 2097 ms
[2022-04-19 10:19:45 main:581] : INFO : Epoch 1921 | loss: 0.0311371 | val_loss: 0.0311714 | Time: 2148.36 ms
[2022-04-19 10:19:47 main:581] : INFO : Epoch 1922 | loss: 0.0311373 | val_loss: 0.0311679 | Time: 2161.42 ms
[2022-04-19 10:19:49 main:581] : INFO : Epoch 1923 | loss: 0.0311376 | val_loss: 0.0311787 | Time: 2118.61 ms
[2022-04-19 10:19:51 main:581] : INFO : Epoch 1924 | loss: 0.0311395 | val_loss: 0.0311725 | Time: 2146.83 ms
[2022-04-19 10:19:53 main:581] : INFO : Epoch 1925 | loss: 0.0311374 | val_loss: 0.0311788 | Time: 2191.75 ms
[2022-04-19 10:19:55 main:581] : INFO : Epoch 1926 | loss: 0.0311376 | val_loss: 0.0311763 | Time: 2147.59 ms
[2022-04-19 10:19:58 main:581] : INFO : Epoch 1927 | loss: 0.0311382 | val_loss: 0.0311755 | Time: 2161.03 ms
[2022-04-19 10:20:00 main:581] : INFO : Epoch 1928 | loss: 0.0311384 | val_loss: 0.0311782 | Time: 2131.51 ms
[2022-04-19 10:20:02 main:581] : INFO : Epoch 1929 | loss: 0.0311394 | val_loss: 0.0311788 | Time: 2169.07 ms
[2022-04-19 10:20:04 main:581] : INFO : Epoch 1930 | loss: 0.0311369 | val_loss: 0.0311762 | Time: 2119.27 ms
[2022-04-19 10:20:06 main:581] : INFO : Epoch 1931 | loss: 0.0311364 | val_loss: 0.0311812 | Time: 2136.43 ms
[2022-04-19 10:20:08 main:581] : INFO : Epoch 1932 | loss: 0.0311351 | val_loss: 0.0311806 | Time: 2184.11 ms
[2022-04-19 10:20:10 main:581] : INFO : Epoch 1933 | loss: 0.0311415 | val_loss: 0.031175 | Time: 2183.89 ms
[2022-04-19 10:20:13 main:581] : INFO : Epoch 1934 | loss: 0.0311434 | val_loss: 0.0311735 | Time: 2161.54 ms
[2022-04-19 10:20:15 main:581] : INFO : Epoch 1935 | loss: 0.0311434 | val_loss: 0.0311775 | Time: 2198.21 ms
[2022-04-19 10:20:17 main:581] : INFO : Epoch 1936 | loss: 0.031143 | val_loss: 0.0311717 | Time: 2176.08 ms
[2022-04-19 10:20:19 main:581] : INFO : Epoch 1937 | loss: 0.0311396 | val_loss: 0.0311707 | Time: 2139.59 ms
[2022-04-19 10:20:21 main:581] : INFO : Epoch 1938 | loss: 0.0311375 | val_loss: 0.0311738 | Time: 2178.6 ms
[2022-04-19 10:20:23 main:581] : INFO : Epoch 1939 | loss: 0.0311415 | val_loss: 0.0311764 | Time: 2153.29 ms
[2022-04-19 10:20:26 main:581] : INFO : Epoch 1940 | loss: 0.0311456 | val_loss: 0.0311714 | Time: 2187.2 ms
[2022-04-19 10:20:28 main:581] : INFO : Epoch 1941 | loss: 0.0311416 | val_loss: 0.0311715 | Time: 2160.58 ms
[2022-04-19 10:20:30 main:581] : INFO : Epoch 1942 | loss: 0.0311425 | val_loss: 0.0311748 | Time: 2203.97 ms
[2022-04-19 10:20:32 main:581] : INFO : Epoch 1943 | loss: 0.0311384 | val_loss: 0.0311742 | Time: 2176.75 ms
[2022-04-19 10:20:34 main:581] : INFO : Epoch 1944 | loss: 0.0311375 | val_loss: 0.0311764 | Time: 2159.67 ms
[2022-04-19 10:20:37 main:581] : INFO : Epoch 1945 | loss: 0.031139 | val_loss: 0.0311806 | Time: 2168.89 ms
[2022-04-19 10:20:39 main:581] : INFO : Epoch 1946 | loss: 0.0311421 | val_loss: 0.031174 | Time: 2189.97 ms
[2022-04-19 10:20:41 main:581] : INFO : Epoch 1947 | loss: 0.0311447 | val_loss: 0.0311753 | Time: 2186.66 ms
[2022-04-19 10:20:43 main:581] : INFO : Epoch 1948 | loss: 0.0311433 | val_loss: 0.0311733 | Time: 2157.97 ms
[2022-04-19 10:20:45 main:581] : INFO : Epoch 1949 | loss: 0.0311446 | val_loss: 0.0311736 | Time: 2202.89 ms
[2022-04-19 10:20:47 main:581] : INFO : Epoch 1950 | loss: 0.0311423 | val_loss: 0.0311745 | Time: 2154.45 ms
[2022-04-19 10:20:50 main:581] : INFO : Epoch 1951 | loss: 0.0311424 | val_loss: 0.0311705 | Time: 2210.53 ms
[2022-04-19 10:20:52 main:581] : INFO : Epoch 1952 | loss: 0.0311401 | val_loss: 0.0311769 | Time: 2145.89 ms
[2022-04-19 10:20:54 main:581] : INFO : Epoch 1953 | loss: 0.0311411 | val_loss: 0.0311738 | Time: 2159.51 ms
[2022-04-19 10:20:56 main:581] : INFO : Epoch 1954 | loss: 0.0311415 | val_loss: 0.0311844 | Time: 2173.73 ms
[2022-04-19 10:20:58 main:581] : INFO : Epoch 1955 | loss: 0.031145 | val_loss: 0.0311716 | Time: 2199.95 ms
[2022-04-19 10:21:01 main:581] : INFO : Epoch 1956 | loss: 0.0311406 | val_loss: 0.0311739 | Time: 2199.04 ms
[2022-04-19 10:21:03 main:581] : INFO : Epoch 1957 | loss: 0.0311405 | val_loss: 0.0311726 | Time: 2185.49 ms
[2022-04-19 10:21:05 main:581] : INFO : Epoch 1958 | loss: 0.0311436 | val_loss: 0.0311733 | Time: 2157.1 ms
[2022-04-19 10:21:07 main:581] : INFO : Epoch 1959 | loss: 0.0311434 | val_loss: 0.0311721 | Time: 2179.23 ms
[2022-04-19 10:21:09 main:581] : INFO : Epoch 1960 | loss: 0.0311408 | val_loss: 0.0311794 | Time: 2179.78 ms
[2022-04-19 10:21:11 main:581] : INFO : Epoch 1961 | loss: 0.0311431 | val_loss: 0.0311809 | Time: 2223.2 ms
[2022-04-19 10:21:14 main:581] : INFO : Epoch 1962 | loss: 0.0311458 | val_loss: 0.0311728 | Time: 2157.34 ms
[2022-04-19 10:21:16 main:581] : INFO : Epoch 1963 | loss: 0.031143 | val_loss: 0.0311719 | Time: 2179.7 ms
[2022-04-19 10:21:18 main:581] : INFO : Epoch 1964 | loss: 0.0311479 | val_loss: 0.0311707 | Time: 2190.03 ms
[2022-04-19 10:21:20 main:581] : INFO : Epoch 1965 | loss: 0.031157 | val_loss: 0.031174 | Time: 2222.1 ms
[2022-04-19 10:21:22 main:581] : INFO : Epoch 1966 | loss: 0.0311576 | val_loss: 0.0311733 | Time: 2191.4 ms
[2022-04-19 10:21:25 main:581] : INFO : Epoch 1967 | loss: 0.0311546 | val_loss: 0.0311689 | Time: 2195.27 ms
[2022-04-19 10:21:27 main:581] : INFO : Epoch 1968 | loss: 0.0311536 | val_loss: 0.0311727 | Time: 2162.85 ms
[2022-04-19 10:21:29 main:581] : INFO : Epoch 1969 | loss: 0.0311526 | val_loss: 0.0311725 | Time: 2154.86 ms
[2022-04-19 10:21:31 main:581] : INFO : Epoch 1970 | loss: 0.0311521 | val_loss: 0.031173 | Time: 2151.78 ms
[2022-04-19 10:21:33 main:581] : INFO : Epoch 1971 | loss: 0.0311517 | val_loss: 0.0311721 | Time: 2232.58 ms
[2022-04-19 10:21:35 main:581] : INFO : Epoch 1972 | loss: 0.0311515 | val_loss: 0.0311801 | Time: 2165.67 ms
[2022-04-19 10:21:38 main:581] : INFO : Epoch 1973 | loss: 0.0311529 | val_loss: 0.031176 | Time: 2172.04 ms
[2022-04-19 10:21:40 main:581] : INFO : Epoch 1974 | loss: 0.0311529 | val_loss: 0.0311788 | Time: 2190.88 ms
[2022-04-19 10:21:42 main:581] : INFO : Epoch 1975 | loss: 0.0311526 | val_loss: 0.0311753 | Time: 2172.83 ms
[2022-04-19 10:21:44 main:581] : INFO : Epoch 1976 | loss: 0.0311512 | val_loss: 0.0311749 | Time: 2222.6 ms
[2022-04-19 10:21:46 main:581] : INFO : Epoch 1977 | loss: 0.0311503 | val_loss: 0.0311721 | Time: 2199.01 ms
[2022-04-19 10:21:49 main:581] : INFO : Epoch 1978 | loss: 0.0311485 | val_loss: 0.0311731 | Time: 2213 ms
[2022-04-19 10:21:51 main:581] : INFO : Epoch 1979 | loss: 0.0311477 | val_loss: 0.0311744 | Time: 2156.33 ms
[2022-04-19 10:21:53 main:581] : INFO : Epoch 1980 | loss: 0.0311467 | val_loss: 0.0311732 | Time: 2150.95 ms
[2022-04-19 10:21:55 main:581] : INFO : Epoch 1981 | loss: 0.0311464 | val_loss: 0.0311771 | Time: 2164.54 ms
[2022-04-19 10:21:57 main:581] : INFO : Epoch 1982 | loss: 0.0311462 | val_loss: 0.0311731 | Time: 2173.89 ms
[2022-04-19 10:21:59 main:581] : INFO : Epoch 1983 | loss: 0.0311475 | val_loss: 0.0311731 | Time: 2148.28 ms
[2022-04-19 10:22:02 main:581] : INFO : Epoch 1984 | loss: 0.0311496 | val_loss: 0.0311897 | Time: 2203.17 ms
[2022-04-19 10:22:04 main:581] : INFO : Epoch 1985 | loss: 0.0311489 | val_loss: 0.031175 | Time: 2199.91 ms
[2022-04-19 10:22:06 main:581] : INFO : Epoch 1986 | loss: 0.0311453 | val_loss: 0.0311755 | Time: 2154.13 ms
[2022-04-19 10:22:08 main:581] : INFO : Epoch 1987 | loss: 0.0311454 | val_loss: 0.0311757 | Time: 2188.62 ms
[2022-04-19 10:22:10 main:581] : INFO : Epoch 1988 | loss: 0.031143 | val_loss: 0.0311734 | Time: 2222.93 ms
[2022-04-19 10:22:13 main:581] : INFO : Epoch 1989 | loss: 0.0311429 | val_loss: 0.0311761 | Time: 2241.77 ms
[2022-04-19 10:22:15 main:581] : INFO : Epoch 1990 | loss: 0.0311434 | val_loss: 0.031174 | Time: 2164.57 ms
[2022-04-19 10:22:17 main:581] : INFO : Epoch 1991 | loss: 0.031143 | val_loss: 0.0311721 | Time: 2199.54 ms
[2022-04-19 10:22:19 main:581] : INFO : Epoch 1992 | loss: 0.0311428 | val_loss: 0.0311737 | Time: 2211.13 ms
[2022-04-19 10:22:21 main:581] : INFO : Epoch 1993 | loss: 0.0311429 | val_loss: 0.0311747 | Time: 2237.7 ms
[2022-04-19 10:22:24 main:581] : INFO : Epoch 1994 | loss: 0.0311406 | val_loss: 0.0311757 | Time: 2212.69 ms
[2022-04-19 10:22:26 main:581] : INFO : Epoch 1995 | loss: 0.0311418 | val_loss: 0.0311731 | Time: 2207.64 ms
[2022-04-19 10:22:28 main:581] : INFO : Epoch 1996 | loss: 0.0311416 | val_loss: 0.0311723 | Time: 2182.6 ms
[2022-04-19 10:22:30 main:581] : INFO : Epoch 1997 | loss: 0.0311409 | val_loss: 0.0311725 | Time: 2189.17 ms
[2022-04-19 10:22:32 main:581] : INFO : Epoch 1998 | loss: 0.0311405 | val_loss: 0.031177 | Time: 2176.55 ms
[2022-04-19 10:22:35 main:581] : INFO : Epoch 1999 | loss: 0.0311415 | val_loss: 0.0311764 | Time: 2190.37 ms
[2022-04-19 10:22:37 main:581] : INFO : Epoch 2000 | loss: 0.0311464 | val_loss: 0.0311767 | Time: 2202.46 ms
[2022-04-19 10:22:39 main:581] : INFO : Epoch 2001 | loss: 0.0311427 | val_loss: 0.0311749 | Time: 2180.85 ms
[2022-04-19 10:22:41 main:581] : INFO : Epoch 2002 | loss: 0.0311413 | val_loss: 0.0311712 | Time: 2186.37 ms
[2022-04-19 10:22:43 main:581] : INFO : Epoch 2003 | loss: 0.0311411 | val_loss: 0.031174 | Time: 2208.44 ms
[2022-04-19 10:22:46 main:581] : INFO : Epoch 2004 | loss: 0.0311433 | val_loss: 0.0311743 | Time: 2190.57 ms
[2022-04-19 10:22:48 main:581] : INFO : Epoch 2005 | loss: 0.0311424 | val_loss: 0.0311728 | Time: 2169.55 ms
[2022-04-19 10:22:50 main:581] : INFO : Epoch 2006 | loss: 0.0311417 | val_loss: 0.0311786 | Time: 2183.48 ms
[2022-04-19 10:22:52 main:581] : INFO : Epoch 2007 | loss: 0.0311431 | val_loss: 0.0311715 | Time: 2196.14 ms
[2022-04-19 10:22:54 main:581] : INFO : Epoch 2008 | loss: 0.0311425 | val_loss: 0.0311746 | Time: 2170.9 ms
[2022-04-19 10:22:56 main:581] : INFO : Epoch 2009 | loss: 0.0311427 | val_loss: 0.0311719 | Time: 2136.66 ms
[2022-04-19 10:22:59 main:581] : INFO : Epoch 2010 | loss: 0.0311416 | val_loss: 0.0311756 | Time: 2219.25 ms
[2022-04-19 10:23:01 main:581] : INFO : Epoch 2011 | loss: 0.031143 | val_loss: 0.0311725 | Time: 2234.54 ms
[2022-04-19 10:23:03 main:581] : INFO : Epoch 2012 | loss: 0.0311431 | val_loss: 0.0311721 | Time: 2232.38 ms
[2022-04-19 10:23:05 main:581] : INFO : Epoch 2013 | loss: 0.0311411 | val_loss: 0.0311704 | Time: 2222.32 ms
[2022-04-19 10:23:08 main:581] : INFO : Epoch 2014 | loss: 0.0311412 | val_loss: 0.0311711 | Time: 2218.26 ms
[2022-04-19 10:23:10 main:581] : INFO : Epoch 2015 | loss: 0.0311418 | val_loss: 0.0311709 | Time: 2192.58 ms
[2022-04-19 10:23:12 main:581] : INFO : Epoch 2016 | loss: 0.0311423 | val_loss: 0.0311705 | Time: 2223.8 ms
[2022-04-19 10:23:14 main:581] : INFO : Epoch 2017 | loss: 0.0311417 | val_loss: 0.0311704 | Time: 2212.03 ms
[2022-04-19 10:23:16 main:581] : INFO : Epoch 2018 | loss: 0.031139 | val_loss: 0.0311704 | Time: 2218.3 ms
[2022-04-19 10:23:19 main:581] : INFO : Epoch 2019 | loss: 0.0311413 | val_loss: 0.031175 | Time: 2239.41 ms
[2022-04-19 10:23:21 main:581] : INFO : Epoch 2020 | loss: 0.0311403 | val_loss: 0.0311724 | Time: 2239.19 ms
[2022-04-19 10:23:23 main:581] : INFO : Epoch 2021 | loss: 0.0311391 | val_loss: 0.031174 | Time: 2232.14 ms
[2022-04-19 10:23:25 main:581] : INFO : Epoch 2022 | loss: 0.0311375 | val_loss: 0.0311717 | Time: 2162.63 ms
[2022-04-19 10:23:28 main:581] : INFO : Epoch 2023 | loss: 0.0311373 | val_loss: 0.0311701 | Time: 2222.46 ms
[2022-04-19 10:23:30 main:581] : INFO : Epoch 2024 | loss: 0.031145 | val_loss: 0.0311732 | Time: 2242.96 ms
[2022-04-19 10:23:32 main:581] : INFO : Epoch 2025 | loss: 0.0311532 | val_loss: 0.0311705 | Time: 2245.88 ms
[2022-04-19 10:23:34 main:581] : INFO : Epoch 2026 | loss: 0.0311602 | val_loss: 0.0311923 | Time: 2218.35 ms
[2022-04-19 10:23:36 main:581] : INFO : Epoch 2027 | loss: 0.031166 | val_loss: 0.0311752 | Time: 2240.03 ms
[2022-04-19 10:23:39 main:581] : INFO : Epoch 2028 | loss: 0.0311684 | val_loss: 0.0311779 | Time: 2237.12 ms
[2022-04-19 10:23:41 main:581] : INFO : Epoch 2029 | loss: 0.0311633 | val_loss: 0.031171 | Time: 2216.07 ms
[2022-04-19 10:23:43 main:581] : INFO : Epoch 2030 | loss: 0.0311587 | val_loss: 0.0311726 | Time: 2144.05 ms
[2022-04-19 10:23:45 main:581] : INFO : Epoch 2031 | loss: 0.0311554 | val_loss: 0.0311721 | Time: 2171.57 ms
[2022-04-19 10:23:47 main:581] : INFO : Epoch 2032 | loss: 0.0311545 | val_loss: 0.0311712 | Time: 2166.42 ms
[2022-04-19 10:23:50 main:581] : INFO : Epoch 2033 | loss: 0.0311536 | val_loss: 0.0311758 | Time: 2214.54 ms
[2022-04-19 10:23:52 main:581] : INFO : Epoch 2034 | loss: 0.0311534 | val_loss: 0.0311705 | Time: 2194.9 ms
[2022-04-19 10:23:54 main:581] : INFO : Epoch 2035 | loss: 0.0311532 | val_loss: 0.0311705 | Time: 2182.93 ms
[2022-04-19 10:23:56 main:581] : INFO : Epoch 2036 | loss: 0.0311517 | val_loss: 0.0311698 | Time: 2194.17 ms
[2022-04-19 10:23:58 main:581] : INFO : Epoch 2037 | loss: 0.0311522 | val_loss: 0.0311698 | Time: 2169.42 ms
[2022-04-19 10:24:01 main:581] : INFO : Epoch 2038 | loss: 0.0311525 | val_loss: 0.0311722 | Time: 2196.49 ms
[2022-04-19 10:24:03 main:581] : INFO : Epoch 2039 | loss: 0.0311512 | val_loss: 0.0311724 | Time: 2195.97 ms
[2022-04-19 10:24:05 main:581] : INFO : Epoch 2040 | loss: 0.0311519 | val_loss: 0.0311724 | Time: 2188.29 ms
[2022-04-19 10:24:07 main:581] : INFO : Epoch 2041 | loss: 0.031151 | val_loss: 0.0311741 | Time: 2176.14 ms
[2022-04-19 10:24:09 main:581] : INFO : Epoch 2042 | loss: 0.031148 | val_loss: 0.0311705 | Time: 2141.29 ms
[2022-04-19 10:24:11 main:581] : INFO : Epoch 2043 | loss: 0.0311472 | val_loss: 0.0311714 | Time: 2167.08 ms
[2022-04-19 10:24:14 main:581] : INFO : Epoch 2044 | loss: 0.0311468 | val_loss: 0.0311762 | Time: 2198.22 ms
[2022-04-19 10:24:16 main:581] : INFO : Epoch 2045 | loss: 0.0311467 | val_loss: 0.0311731 | Time: 2144.56 ms
[2022-04-19 10:24:18 main:581] : INFO : Epoch 2046 | loss: 0.0311462 | val_loss: 0.0311726 | Time: 2141.72 ms
[2022-04-19 10:24:20 main:581] : INFO : Epoch 2047 | loss: 0.0311463 | val_loss: 0.0311757 | Time: 2195.05 ms
[2022-04-19 10:24:22 main:581] : INFO : Epoch 2048 | loss: 0.0311447 | val_loss: 0.0311771 | Time: 2207.51 ms
[2022-04-19 10:24:22 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311771
[2022-04-19 10:24:22 main:610] : INFO : Saving end state to config to file
[2022-04-19 10:24:22 main:615] : INFO : Success, exiting..
10:24:22 (320246): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)