Task 12608370
| Name | ParityModified-1645995903-27799-1-0_0 |
| Workunit | 9764337 |
| Created | 6 Mar 2022, 14:07:17 UTC |
| Sent | 8 Mar 2022, 17:17:56 UTC |
| Report deadline | 16 Mar 2022, 17:17:56 UTC |
| Received | 9 Mar 2022, 13:58:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 23 min 23 sec |
| CPU time | 1 hours 21 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311492 | val_loss: 0.0311821 | Time: 2558.28 ms [2022-03-09 14:37:53 main:574] : INFO : Epoch 1543 | loss: 0.0311485 | val_loss: 0.0311821 | Time: 2359.63 ms [2022-03-09 14:37:56 main:574] : INFO : Epoch 1544 | loss: 0.0311495 | val_loss: 0.0311808 | Time: 2347.77 ms [2022-03-09 14:37:58 main:574] : INFO : Epoch 1545 | loss: 0.0311499 | val_loss: 0.0311822 | Time: 2493.27 ms [2022-03-09 14:38:01 main:574] : INFO : Epoch 1546 | loss: 0.0311498 | val_loss: 0.0311806 | Time: 2314.14 ms [2022-03-09 14:38:03 main:574] : INFO : Epoch 1547 | loss: 0.0311501 | val_loss: 0.0311848 | Time: 2529.18 ms [2022-03-09 14:38:06 main:574] : INFO : Epoch 1548 | loss: 0.0311486 | val_loss: 0.0311813 | Time: 2411.46 ms [2022-03-09 14:38:08 main:574] : INFO : Epoch 1549 | loss: 0.0311476 | val_loss: 0.0311821 | Time: 2751.99 ms [2022-03-09 14:38:11 main:574] : INFO : Epoch 1550 | loss: 0.031148 | val_loss: 0.0311807 | Time: 2403.67 ms [2022-03-09 14:38:14 main:574] : INFO : Epoch 1551 | loss: 0.0311474 | val_loss: 0.0311812 | Time: 2689.41 ms [2022-03-09 14:38:16 main:574] : INFO : Epoch 1552 | loss: 0.0311473 | val_loss: 0.031184 | Time: 2234.09 ms [2022-03-09 14:38:18 main:574] : INFO : Epoch 1553 | loss: 0.0311479 | val_loss: 0.0311809 | Time: 2286.8 ms [2022-03-09 14:38:21 main:574] : INFO : Epoch 1554 | loss: 0.0311478 | val_loss: 0.0311838 | Time: 2432.26 ms [2022-03-09 14:38:23 main:574] : INFO : Epoch 1555 | loss: 0.0311476 | val_loss: 0.0311836 | Time: 2272.28 ms [2022-03-09 14:38:25 main:574] : INFO : Epoch 1556 | loss: 0.0311483 | val_loss: 0.0311815 | Time: 2324.6 ms [2022-03-09 14:38:28 main:574] : INFO : Epoch 1557 | loss: 0.0311501 | val_loss: 0.0311805 | Time: 2346.14 ms [2022-03-09 14:38:31 main:574] : INFO : Epoch 1558 | loss: 0.0311486 | val_loss: 0.031182 | Time: 2878.31 ms [2022-03-09 14:38:34 main:574] : INFO : Epoch 1559 | loss: 0.031149 | val_loss: 0.0311795 | Time: 2878.97 ms [2022-03-09 14:38:36 main:574] : INFO : Epoch 1560 | loss: 0.0311489 | val_loss: 0.0311819 | Time: 2422.76 ms [2022-03-09 14:38:38 main:574] : INFO : Epoch 1561 | loss: 0.0311474 | val_loss: 0.0311837 | Time: 2290.5 ms [2022-03-09 14:38:41 main:574] : INFO : Epoch 1562 | loss: 0.0311464 | val_loss: 0.031183 | Time: 2678.38 ms [2022-03-09 14:38:43 main:574] : INFO : Epoch 1563 | loss: 0.031146 | val_loss: 0.0311876 | Time: 2313.18 ms [2022-03-09 14:38:46 main:574] : INFO : Epoch 1564 | loss: 0.0311462 | val_loss: 0.0311826 | Time: 2342.58 ms [2022-03-09 14:38:48 main:574] : INFO : Epoch 1565 | loss: 0.0311464 | val_loss: 0.0311775 | Time: 2280.43 ms [2022-03-09 14:38:50 main:574] : INFO : Epoch 1566 | loss: 0.0311463 | val_loss: 0.0311814 | Time: 2342.14 ms [2022-03-09 14:38:53 main:574] : INFO : Epoch 1567 | loss: 0.0311458 | val_loss: 0.0311809 | Time: 2588.45 ms [2022-03-09 14:38:56 main:574] : INFO : Epoch 1568 | loss: 0.0311453 | val_loss: 0.0311797 | Time: 2584.07 ms [2022-03-09 14:38:58 main:574] : INFO : Epoch 1569 | loss: 0.0311458 | val_loss: 0.0311807 | Time: 2322.74 ms [2022-03-09 14:39:01 main:574] : INFO : Epoch 1570 | loss: 0.031147 | val_loss: 0.031183 | Time: 2321.88 ms [2022-03-09 14:39:03 main:574] : INFO : Epoch 1571 | loss: 0.031152 | val_loss: 0.0311785 | Time: 2383.88 ms [2022-03-09 14:39:05 main:574] : INFO : Epoch 1572 | loss: 0.0311542 | val_loss: 0.0311757 | Time: 2343.83 ms [2022-03-09 14:39:08 main:574] : INFO : Epoch 1573 | loss: 0.0311603 | val_loss: 0.0311764 | Time: 2234.31 ms [2022-03-09 14:39:10 main:574] : INFO : Epoch 1574 | loss: 0.0311719 | val_loss: 0.0311786 | Time: 2213.3 ms [2022-03-09 14:39:12 main:574] : INFO : Epoch 1575 | loss: 0.0311787 | val_loss: 0.031178 | Time: 2216.04 ms [2022-03-09 14:39:15 main:574] : INFO : Epoch 1576 | loss: 0.0311783 | val_loss: 0.0311778 | Time: 2434.09 ms [2022-03-09 14:39:17 main:574] : INFO : Epoch 1577 | loss: 0.0311765 | val_loss: 0.0311769 | Time: 2378.05 ms [2022-03-09 14:39:19 main:574] : INFO : Epoch 1578 | loss: 0.0311746 | val_loss: 0.0311763 | Time: 2282.17 ms [2022-03-09 14:39:22 main:574] : INFO : Epoch 1579 | loss: 0.0311734 | val_loss: 0.0311756 | Time: 2443.36 ms [2022-03-09 14:39:24 main:574] : INFO : Epoch 1580 | loss: 0.0311713 | val_loss: 0.0311777 | Time: 2414.13 ms [2022-03-09 14:39:27 main:574] : INFO : Epoch 1581 | loss: 0.0311703 | val_loss: 0.031177 | Time: 2639.15 ms [2022-03-09 14:39:29 main:574] : INFO : Epoch 1582 | loss: 0.0311695 | val_loss: 0.0311774 | Time: 2466.81 ms [2022-03-09 14:39:32 main:574] : INFO : Epoch 1583 | loss: 0.0311685 | val_loss: 0.0311752 | Time: 2259.33 ms [2022-03-09 14:39:34 main:574] : INFO : Epoch 1584 | loss: 0.0311676 | val_loss: 0.0311759 | Time: 2272.66 ms [2022-03-09 14:39:36 main:574] : INFO : Epoch 1585 | loss: 0.0311667 | val_loss: 0.0311774 | Time: 2312.86 ms [2022-03-09 14:39:39 main:574] : INFO : Epoch 1586 | loss: 0.0311657 | val_loss: 0.0311769 | Time: 2429.43 ms [2022-03-09 14:39:41 main:574] : INFO : Epoch 1587 | loss: 0.0311648 | val_loss: 0.0311767 | Time: 2441.08 ms [2022-03-09 14:39:44 main:574] : INFO : Epoch 1588 | loss: 0.0311646 | val_loss: 0.0311781 | Time: 2486.39 ms [2022-03-09 14:39:47 main:574] : INFO : Epoch 1589 | loss: 0.0311663 | val_loss: 0.0311774 | Time: 2884.05 ms [2022-03-09 14:39:49 main:574] : INFO : Epoch 1590 | loss: 0.0311659 | val_loss: 0.0311758 | Time: 2406.07 ms [2022-03-09 14:39:51 main:574] : INFO : Epoch 1591 | loss: 0.0311652 | val_loss: 0.0311761 | Time: 2274.73 ms [2022-03-09 14:39:54 main:574] : INFO : Epoch 1592 | loss: 0.0311637 | val_loss: 0.0311756 | Time: 2451.56 ms [2022-03-09 14:39:56 main:574] : INFO : Epoch 1593 | loss: 0.0311631 | val_loss: 0.0311766 | Time: 2388.02 ms [2022-03-09 14:39:59 main:574] : INFO : Epoch 1594 | loss: 0.0311629 | val_loss: 0.0311766 | Time: 2539.41 ms [2022-03-09 14:40:02 main:574] : INFO : Epoch 1595 | loss: 0.0311619 | val_loss: 0.0311761 | Time: 2526.85 ms [2022-03-09 14:40:04 main:574] : INFO : Epoch 1596 | loss: 0.0311608 | val_loss: 0.0311772 | Time: 2308.15 ms [2022-03-09 14:40:06 main:574] : INFO : Epoch 1597 | loss: 0.0311612 | val_loss: 0.0311765 | Time: 2511.29 ms [2022-03-09 14:40:09 main:574] : INFO : Epoch 1598 | loss: 0.0311617 | val_loss: 0.0311775 | Time: 2473.07 ms [2022-03-09 14:40:11 main:574] : INFO : Epoch 1599 | loss: 0.0311657 | val_loss: 0.0311782 | Time: 2492.33 ms [2022-03-09 14:40:14 main:574] : INFO : Epoch 1600 | loss: 0.031168 | val_loss: 0.0311781 | Time: 2590.75 ms [2022-03-09 14:40:16 main:574] : INFO : Epoch 1601 | loss: 0.0311679 | val_loss: 0.0311774 | Time: 2333.36 ms [2022-03-09 14:40:19 main:574] : INFO : Epoch 1602 | loss: 0.0311654 | val_loss: 0.0311792 | Time: 2216.91 ms [2022-03-09 14:40:21 main:574] : INFO : Epoch 1603 | loss: 0.0311641 | val_loss: 0.0311799 | Time: 2223.9 ms [2022-03-09 14:40:23 main:574] : INFO : Epoch 1604 | loss: 0.0311626 | val_loss: 0.0311757 | Time: 2417.57 ms [2022-03-09 14:40:26 main:574] : INFO : Epoch 1605 | loss: 0.0311613 | val_loss: 0.0311766 | Time: 2581.46 ms [2022-03-09 14:40:29 main:574] : INFO : Epoch 1606 | loss: 0.0311622 | val_loss: 0.0311826 | Time: 2376.97 ms [2022-03-09 14:40:31 main:574] : INFO : Epoch 1607 | loss: 0.031163 | val_loss: 0.031177 | Time: 2286.54 ms [2022-03-09 14:40:33 main:574] : INFO : Epoch 1608 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 2481.69 ms [2022-03-09 14:40:36 main:574] : INFO : Epoch 1609 | loss: 0.0311687 | val_loss: 0.0311776 | Time: 2431.43 ms [2022-03-09 14:40:39 main:574] : INFO : Epoch 1610 | loss: 0.0311672 | val_loss: 0.0311777 | Time: 2656.77 ms [2022-03-09 14:40:41 main:574] : INFO : Epoch 1611 | loss: 0.0311636 | val_loss: 0.0311748 | Time: 2290.67 ms [2022-03-09 14:40:43 main:574] : INFO : Epoch 1612 | loss: 0.0311645 | val_loss: 0.0311848 | Time: 2283.98 ms [2022-03-09 14:40:45 main:574] : INFO : Epoch 1613 | loss: 0.0311646 | val_loss: 0.0311749 | Time: 2195.75 ms [2022-03-09 14:40:48 main:574] : INFO : Epoch 1614 | loss: 0.0311623 | val_loss: 0.0311766 | Time: 2439.3 ms [2022-03-09 14:40:50 main:574] : INFO : Epoch 1615 | loss: 0.0311603 | val_loss: 0.0311762 | Time: 2286.96 ms [2022-03-09 14:40:53 main:574] : INFO : Epoch 1616 | loss: 0.0311604 | val_loss: 0.0311759 | Time: 2320.98 ms [2022-03-09 14:40:55 main:574] : INFO : Epoch 1617 | loss: 0.0311602 | val_loss: 0.0311774 | Time: 2510.25 ms [2022-03-09 14:40:58 main:574] : INFO : Epoch 1618 | loss: 0.0311597 | val_loss: 0.0311801 | Time: 2859.14 ms [2022-03-09 14:41:01 main:574] : INFO : Epoch 1619 | loss: 0.0311633 | val_loss: 0.0311872 | Time: 2567.44 ms [2022-03-09 14:41:03 main:574] : INFO : Epoch 1620 | loss: 0.0311634 | val_loss: 0.0311795 | Time: 2772.96 ms [2022-03-09 14:41:06 main:574] : INFO : Epoch 1621 | loss: 0.0311632 | val_loss: 0.0311812 | Time: 2277.29 ms [2022-03-09 14:41:08 main:574] : INFO : Epoch 1622 | loss: 0.0311614 | val_loss: 0.0311815 | Time: 2425.58 ms [2022-03-09 14:41:11 main:574] : INFO : Epoch 1623 | loss: 0.0311612 | val_loss: 0.0311779 | Time: 2467.16 ms [2022-03-09 14:41:13 main:574] : INFO : Epoch 1624 | loss: 0.0311585 | val_loss: 0.0311762 | Time: 2425.84 ms [2022-03-09 14:41:15 main:574] : INFO : Epoch 1625 | loss: 0.0311577 | val_loss: 0.0311784 | Time: 2312.13 ms [2022-03-09 14:41:18 main:574] : INFO : Epoch 1626 | loss: 0.0311581 | val_loss: 0.0311766 | Time: 2330.64 ms [2022-03-09 14:41:20 main:574] : INFO : Epoch 1627 | loss: 0.0311602 | val_loss: 0.0311767 | Time: 2323.02 ms [2022-03-09 14:41:23 main:574] : INFO : Epoch 1628 | loss: 0.0311612 | val_loss: 0.0311771 | Time: 2394.41 ms [2022-03-09 14:41:25 main:574] : INFO : Epoch 1629 | loss: 0.0311575 | val_loss: 0.0311777 | Time: 2393.48 ms [2022-03-09 14:41:28 main:574] : INFO : Epoch 1630 | loss: 0.0311581 | val_loss: 0.0311816 | Time: 2609.94 ms [2022-03-09 14:41:30 main:574] : INFO : Epoch 1631 | loss: 0.0311571 | val_loss: 0.031178 | Time: 2303.31 ms [2022-03-09 14:41:32 main:574] : INFO : Epoch 1632 | loss: 0.0311578 | val_loss: 0.0311792 | Time: 2309.79 ms [2022-03-09 14:41:35 main:574] : INFO : Epoch 1633 | loss: 0.031164 | val_loss: 0.0311804 | Time: 2521.39 ms [2022-03-09 14:41:37 main:574] : INFO : Epoch 1634 | loss: 0.0311642 | val_loss: 0.0311757 | Time: 2422.42 ms [2022-03-09 14:41:40 main:574] : INFO : Epoch 1635 | loss: 0.0311615 | val_loss: 0.0311858 | Time: 2630.59 ms [2022-03-09 14:41:43 main:574] : INFO : Epoch 1636 | loss: 0.0311637 | val_loss: 0.0311836 | Time: 2413 ms [2022-03-09 14:41:45 main:574] : INFO : Epoch 1637 | loss: 0.031163 | val_loss: 0.0311788 | Time: 2344.51 ms [2022-03-09 14:41:47 main:574] : INFO : Epoch 1638 | loss: 0.0311582 | val_loss: 0.0311793 | Time: 2317.51 ms [2022-03-09 14:41:50 main:574] : INFO : Epoch 1639 | loss: 0.0311587 | val_loss: 0.0311763 | Time: 2460.35 ms [2022-03-09 14:41:52 main:574] : INFO : Epoch 1640 | loss: 0.0311568 | val_loss: 0.031178 | Time: 2379.3 ms [2022-03-09 14:41:55 main:574] : INFO : Epoch 1641 | loss: 0.0311561 | val_loss: 0.031178 | Time: 2394.24 ms [2022-03-09 14:41:57 main:574] : INFO : Epoch 1642 | loss: 0.0311558 | val_loss: 0.0311747 | Time: 2356.22 ms [2022-03-09 14:42:00 main:574] : INFO : Epoch 1643 | loss: 0.0311556 | val_loss: 0.0311755 | Time: 2643.77 ms [2022-03-09 14:42:02 main:574] : INFO : Epoch 1644 | loss: 0.0311552 | val_loss: 0.0311768 | Time: 2446.17 ms [2022-03-09 14:42:05 main:574] : INFO : Epoch 1645 | loss: 0.0311556 | val_loss: 0.031178 | Time: 2683.16 ms [2022-03-09 14:42:07 main:574] : INFO : Epoch 1646 | loss: 0.0311557 | val_loss: 0.0311769 | Time: 2425.69 ms [2022-03-09 14:42:10 main:574] : INFO : Epoch 1647 | loss: 0.0311538 | val_loss: 0.031176 | Time: 2357.55 ms [2022-03-09 14:42:12 main:574] : INFO : Epoch 1648 | loss: 0.0311538 | val_loss: 0.0311799 | Time: 2457.57 ms [2022-03-09 14:42:15 main:574] : INFO : Epoch 1649 | loss: 0.0311545 | val_loss: 0.0311773 | Time: 2269.4 ms [2022-03-09 14:42:17 main:574] : INFO : Epoch 1650 | loss: 0.0311529 | val_loss: 0.0311748 | Time: 2322.21 ms [2022-03-09 14:42:19 main:574] : INFO : Epoch 1651 | loss: 0.031153 | val_loss: 0.0311751 | Time: 2230.96 ms [2022-03-09 14:42:21 main:574] : INFO : Epoch 1652 | loss: 0.031154 | val_loss: 0.0311778 | Time: 2241.55 ms [2022-03-09 14:42:24 main:574] : INFO : Epoch 1653 | loss: 0.0311559 | val_loss: 0.0311762 | Time: 2334.05 ms [2022-03-09 14:42:27 main:574] : INFO : Epoch 1654 | loss: 0.0311544 | val_loss: 0.0311745 | Time: 2725.75 ms [2022-03-09 14:42:29 main:574] : INFO : Epoch 1655 | loss: 0.0311598 | val_loss: 0.0311758 | Time: 2512.84 ms [2022-03-09 14:42:32 main:574] : INFO : Epoch 1656 | loss: 0.0311616 | val_loss: 0.0311816 | Time: 2357.1 ms [2022-03-09 14:42:34 main:574] : INFO : Epoch 1657 | loss: 0.0311596 | val_loss: 0.0311737 | Time: 2295.88 ms [2022-03-09 14:42:36 main:574] : INFO : Epoch 1658 | loss: 0.0311573 | val_loss: 0.0311744 | Time: 2263.52 ms [2022-03-09 14:42:39 main:574] : INFO : Epoch 1659 | loss: 0.0311557 | val_loss: 0.0311757 | Time: 2289.55 ms [2022-03-09 14:42:41 main:574] : INFO : Epoch 1660 | loss: 0.0311544 | val_loss: 0.0311744 | Time: 2396.87 ms [2022-03-09 14:42:43 main:574] : INFO : Epoch 1661 | loss: 0.0311545 | val_loss: 0.0311745 | Time: 2245.73 ms [2022-03-09 14:42:46 main:574] : INFO : Epoch 1662 | loss: 0.0311539 | val_loss: 0.0311736 | Time: 2282.59 ms [2022-03-09 14:42:48 main:574] : INFO : Epoch 1663 | loss: 0.0311546 | val_loss: 0.0311746 | Time: 2382.91 ms [2022-03-09 14:42:51 main:574] : INFO : Epoch 1664 | loss: 0.0311554 | val_loss: 0.0311781 | Time: 2379.63 ms [2022-03-09 14:42:53 main:574] : INFO : Epoch 1665 | loss: 0.0311555 | val_loss: 0.0311739 | Time: 2593.12 ms [2022-03-09 14:42:56 main:574] : INFO : Epoch 1666 | loss: 0.0311548 | val_loss: 0.0311767 | Time: 2425.09 ms [2022-03-09 14:42:58 main:574] : INFO : Epoch 1667 | loss: 0.0311548 | val_loss: 0.0311773 | Time: 2250.74 ms [2022-03-09 14:43:00 main:574] : INFO : Epoch 1668 | loss: 0.0311555 | val_loss: 0.0311736 | Time: 2402.63 ms [2022-03-09 14:43:03 main:574] : INFO : Epoch 1669 | loss: 0.0311527 | val_loss: 0.0311745 | Time: 2340.74 ms [2022-03-09 14:43:05 main:574] : INFO : Epoch 1670 | loss: 0.0311532 | val_loss: 0.0311743 | Time: 2513.72 ms [2022-03-09 14:43:08 main:574] : INFO : Epoch 1671 | loss: 0.0311527 | val_loss: 0.0311737 | Time: 2298.89 ms [2022-03-09 14:43:10 main:574] : INFO : Epoch 1672 | loss: 0.0311571 | val_loss: 0.031173 | Time: 2418.31 ms [2022-03-09 14:43:13 main:574] : INFO : Epoch 1673 | loss: 0.0311601 | val_loss: 0.0311739 | Time: 2538.86 ms [2022-03-09 14:43:15 main:574] : INFO : Epoch 1674 | loss: 0.0311611 | val_loss: 0.0311725 | Time: 2598.34 ms [2022-03-09 14:43:18 main:574] : INFO : Epoch 1675 | loss: 0.0311753 | val_loss: 0.0311829 | Time: 2599.52 ms [2022-03-09 14:43:21 main:574] : INFO : Epoch 1676 | loss: 0.0311889 | val_loss: 0.0311977 | Time: 2525.71 ms [2022-03-09 14:43:23 main:574] : INFO : Epoch 1677 | loss: 0.0311969 | val_loss: 0.0311959 | Time: 2490.03 ms [2022-03-09 14:43:26 main:574] : INFO : Epoch 1678 | loss: 0.0311958 | val_loss: 0.0311942 | Time: 2420.45 ms [2022-03-09 14:43:28 main:574] : INFO : Epoch 1679 | loss: 0.0311927 | val_loss: 0.0311917 | Time: 2620.61 ms [2022-03-09 14:43:31 main:574] : INFO : Epoch 1680 | loss: 0.031192 | val_loss: 0.0311903 | Time: 2429.9 ms [2022-03-09 14:43:34 main:574] : INFO : Epoch 1681 | loss: 0.0311905 | val_loss: 0.0311895 | Time: 2750.06 ms [2022-03-09 14:43:36 main:574] : INFO : Epoch 1682 | loss: 0.0311913 | val_loss: 0.0311925 | Time: 2560.84 ms [2022-03-09 14:43:39 main:574] : INFO : Epoch 1683 | loss: 0.0311901 | val_loss: 0.0311867 | Time: 2412.67 ms [2022-03-09 14:43:41 main:574] : INFO : Epoch 1684 | loss: 0.0311881 | val_loss: 0.0311921 | Time: 2359.75 ms [2022-03-09 14:43:43 main:574] : INFO : Epoch 1685 | loss: 0.0311902 | val_loss: 0.0311949 | Time: 2392.83 ms [2022-03-09 14:43:46 main:574] : INFO : Epoch 1686 | loss: 0.0311936 | val_loss: 0.0311941 | Time: 2731.71 ms [2022-03-09 14:43:49 main:574] : INFO : Epoch 1687 | loss: 0.0312019 | val_loss: 0.0312159 | Time: 2627.7 ms [2022-03-09 14:43:51 main:574] : INFO : Epoch 1688 | loss: 0.0312162 | val_loss: 0.0312082 | Time: 2417.08 ms [2022-03-09 14:43:54 main:574] : INFO : Epoch 1689 | loss: 0.0312073 | val_loss: 0.0312018 | Time: 2608.51 ms [2022-03-09 14:43:57 main:574] : INFO : Epoch 1690 | loss: 0.0312043 | val_loss: 0.0312006 | Time: 2599.06 ms [2022-03-09 14:43:59 main:574] : INFO : Epoch 1691 | loss: 0.0312006 | val_loss: 0.0311999 | Time: 2403.57 ms [2022-03-09 14:44:01 main:574] : INFO : Epoch 1692 | loss: 0.0311982 | val_loss: 0.0311983 | Time: 2357.35 ms [2022-03-09 14:44:04 main:574] : INFO : Epoch 1693 | loss: 0.0311979 | val_loss: 0.0311976 | Time: 2386.54 ms [2022-03-09 14:44:06 main:574] : INFO : Epoch 1694 | loss: 0.0311974 | val_loss: 0.0311983 | Time: 2572.69 ms [2022-03-09 14:44:09 main:574] : INFO : Epoch 1695 | loss: 0.0311963 | val_loss: 0.0311974 | Time: 2404.88 ms [2022-03-09 14:44:11 main:574] : INFO : Epoch 1696 | loss: 0.0311964 | val_loss: 0.0311973 | Time: 2471.25 ms [2022-03-09 14:44:14 main:574] : INFO : Epoch 1697 | loss: 0.0311952 | val_loss: 0.0311991 | Time: 2674.17 ms [2022-03-09 14:44:17 main:574] : INFO : Epoch 1698 | loss: 0.0311953 | val_loss: 0.0311974 | Time: 2445.51 ms [2022-03-09 14:44:19 main:574] : INFO : Epoch 1699 | loss: 0.0311934 | val_loss: 0.031196 | Time: 2493.44 ms [2022-03-09 14:44:22 main:574] : INFO : Epoch 1700 | loss: 0.0311932 | val_loss: 0.0311954 | Time: 2433.55 ms [2022-03-09 14:44:24 main:574] : INFO : Epoch 1701 | loss: 0.0311932 | val_loss: 0.0311961 | Time: 2383.3 ms [2022-03-09 14:44:26 main:574] : INFO : Epoch 1702 | loss: 0.0311936 | val_loss: 0.0311942 | Time: 2379.32 ms [2022-03-09 14:44:29 main:574] : INFO : Epoch 1703 | loss: 0.0311915 | val_loss: 0.0311956 | Time: 2402.63 ms [2022-03-09 14:44:32 main:574] : INFO : Epoch 1704 | loss: 0.0311911 | val_loss: 0.0311944 | Time: 2690.57 ms [2022-03-09 14:44:34 main:574] : INFO : Epoch 1705 | loss: 0.0311906 | val_loss: 0.0311928 | Time: 2298.14 ms [2022-03-09 14:44:36 main:574] : INFO : Epoch 1706 | loss: 0.0311896 | val_loss: 0.0311927 | Time: 2202.86 ms [2022-03-09 14:44:38 main:574] : INFO : Epoch 1707 | loss: 0.0311899 | val_loss: 0.0311931 | Time: 2199.43 ms [2022-03-09 14:44:41 main:574] : INFO : Epoch 1708 | loss: 0.0311906 | val_loss: 0.0311985 | Time: 2214.41 ms [2022-03-09 14:44:43 main:574] : INFO : Epoch 1709 | loss: 0.0311916 | val_loss: 0.031195 | Time: 2246.63 ms [2022-03-09 14:44:45 main:574] : INFO : Epoch 1710 | loss: 0.031192 | val_loss: 0.0311924 | Time: 2370.64 ms [2022-03-09 14:44:48 main:574] : INFO : Epoch 1711 | loss: 0.031191 | val_loss: 0.0311937 | Time: 2396.76 ms [2022-03-09 14:44:50 main:574] : INFO : Epoch 1712 | loss: 0.0311913 | val_loss: 0.0311938 | Time: 2313.22 ms [2022-03-09 14:44:52 main:574] : INFO : Epoch 1713 | loss: 0.0311921 | val_loss: 0.0311927 | Time: 2187.66 ms [2022-03-09 14:44:55 main:574] : INFO : Epoch 1714 | loss: 0.0311919 | val_loss: 0.0311902 | Time: 2187.55 ms [2022-03-09 14:44:57 main:574] : INFO : Epoch 1715 | loss: 0.0311941 | val_loss: 0.0311897 | Time: 2197.05 ms [2022-03-09 14:44:59 main:574] : INFO : Epoch 1716 | loss: 0.0311894 | val_loss: 0.0311896 | Time: 2209.86 ms [2022-03-09 14:45:01 main:574] : INFO : Epoch 1717 | loss: 0.0311876 | val_loss: 0.0311902 | Time: 2198.61 ms [2022-03-09 14:45:04 main:574] : INFO : Epoch 1718 | loss: 0.0311915 | val_loss: 0.0311947 | Time: 2342.44 ms [2022-03-09 14:45:06 main:574] : INFO : Epoch 1719 | loss: 0.0311898 | val_loss: 0.0311891 | Time: 2356.6 ms [2022-03-09 14:45:09 main:574] : INFO : Epoch 1720 | loss: 0.0311869 | val_loss: 0.0311892 | Time: 2347.45 ms [2022-03-09 14:45:11 main:574] : INFO : Epoch 1721 | loss: 0.0311871 | val_loss: 0.0311896 | Time: 2220.71 ms [2022-03-09 14:45:13 main:574] : INFO : Epoch 1722 | loss: 0.0311899 | val_loss: 0.0311951 | Time: 2173.04 ms [2022-03-09 14:45:15 main:574] : INFO : Epoch 1723 | loss: 0.0311902 | val_loss: 0.0311916 | Time: 2142.29 ms [2022-03-09 14:45:17 main:574] : INFO : Epoch 1724 | loss: 0.0311892 | val_loss: 0.0311904 | Time: 2237.06 ms [2022-03-09 14:45:20 main:574] : INFO : Epoch 1725 | loss: 0.031189 | val_loss: 0.0311892 | Time: 2233.56 ms [2022-03-09 14:45:22 main:574] : INFO : Epoch 1726 | loss: 0.0311895 | val_loss: 0.0311894 | Time: 2407.89 ms [2022-03-09 14:45:24 main:574] : INFO : Epoch 1727 | loss: 0.031187 | val_loss: 0.0311884 | Time: 2255.32 ms [2022-03-09 14:45:27 main:574] : INFO : Epoch 1728 | loss: 0.0311857 | val_loss: 0.031188 | Time: 2169.63 ms [2022-03-09 14:45:29 main:574] : INFO : Epoch 1729 | loss: 0.0311865 | val_loss: 0.0311891 | Time: 2272.41 ms [2022-03-09 14:45:31 main:574] : INFO : Epoch 1730 | loss: 0.0311856 | val_loss: 0.031188 | Time: 2270.38 ms [2022-03-09 14:45:34 main:574] : INFO : Epoch 1731 | loss: 0.031186 | val_loss: 0.0311917 | Time: 2427.42 ms [2022-03-09 14:45:36 main:574] : INFO : Epoch 1732 | loss: 0.0311853 | val_loss: 0.0311928 | Time: 2206.99 ms [2022-03-09 14:45:38 main:574] : INFO : Epoch 1733 | loss: 0.0311862 | val_loss: 0.0311893 | Time: 2215.49 ms [2022-03-09 14:45:40 main:574] : INFO : Epoch 1734 | loss: 0.0311859 | val_loss: 0.0311932 | Time: 2226.94 ms [2022-03-09 14:45:43 main:574] : INFO : Epoch 1735 | loss: 0.0311852 | val_loss: 0.0311892 | Time: 2253.28 ms [2022-03-09 14:45:45 main:574] : INFO : Epoch 1736 | loss: 0.0311861 | val_loss: 0.0311873 | Time: 2356.16 ms [2022-03-09 14:45:47 main:574] : INFO : Epoch 1737 | loss: 0.0311829 | val_loss: 0.031189 | Time: 2270 ms [2022-03-09 14:45:50 main:574] : INFO : Epoch 1738 | loss: 0.0311894 | val_loss: 0.0311925 | Time: 2251.72 ms [2022-03-09 14:45:52 main:574] : INFO : Epoch 1739 | loss: 0.0311893 | val_loss: 0.0311909 | Time: 2312.42 ms [2022-03-09 14:45:54 main:574] : INFO : Epoch 1740 | loss: 0.0311881 | val_loss: 0.0311897 | Time: 2223.32 ms [2022-03-09 14:45:57 main:574] : INFO : Epoch 1741 | loss: 0.0311862 | val_loss: 0.0311892 | Time: 2249.73 ms [2022-03-09 14:45:59 main:574] : INFO : Epoch 1742 | loss: 0.0311867 | val_loss: 0.0311908 | Time: 2266.68 ms [2022-03-09 14:46:01 main:574] : INFO : Epoch 1743 | loss: 0.0311855 | val_loss: 0.0311893 | Time: 2249.31 ms [2022-03-09 14:46:04 main:574] : INFO : Epoch 1744 | loss: 0.0311845 | val_loss: 0.03119 | Time: 2316.58 ms [2022-03-09 14:46:06 main:574] : INFO : Epoch 1745 | loss: 0.0311863 | val_loss: 0.0311945 | Time: 2164.75 ms [2022-03-09 14:46:08 main:574] : INFO : Epoch 1746 | loss: 0.0311873 | val_loss: 0.0311895 | Time: 2189.64 ms [2022-03-09 14:46:11 main:574] : INFO : Epoch 1747 | loss: 0.0311845 | val_loss: 0.031191 | Time: 2403.98 ms [2022-03-09 14:46:13 main:574] : INFO : Epoch 1748 | loss: 0.0311842 | val_loss: 0.031196 | Time: 2248.87 ms [2022-03-09 14:46:15 main:574] : INFO : Epoch 1749 | loss: 0.0311861 | val_loss: 0.0311897 | Time: 2198.4 ms [2022-03-09 14:46:17 main:574] : INFO : Epoch 1750 | loss: 0.0311844 | val_loss: 0.0311886 | Time: 2270.84 ms [2022-03-09 14:46:20 main:574] : INFO : Epoch 1751 | loss: 0.0311833 | val_loss: 0.0311883 | Time: 2265.52 ms [2022-03-09 14:46:22 main:574] : INFO : Epoch 1752 | loss: 0.0311835 | val_loss: 0.0311932 | Time: 2185.61 ms [2022-03-09 14:46:24 main:574] : INFO : Epoch 1753 | loss: 0.0311842 | val_loss: 0.0311891 | Time: 2224.46 ms [2022-03-09 14:46:26 main:574] : INFO : Epoch 1754 | loss: 0.0311816 | val_loss: 0.0311907 | Time: 2181.37 ms [2022-03-09 14:46:29 main:574] : INFO : Epoch 1755 | loss: 0.0311825 | val_loss: 0.0311941 | Time: 2343.31 ms [2022-03-09 14:46:31 main:574] : INFO : Epoch 1756 | loss: 0.0311824 | val_loss: 0.0311886 | Time: 2464.32 ms [2022-03-09 14:46:34 main:574] : INFO : Epoch 1757 | loss: 0.0311945 | val_loss: 0.0311981 | Time: 2406.78 ms [2022-03-09 14:46:36 main:574] : INFO : Epoch 1758 | loss: 0.0312046 | val_loss: 0.0311992 | Time: 2222.48 ms [2022-03-09 14:46:38 main:574] : INFO : Epoch 1759 | loss: 0.031201 | val_loss: 0.031203 | Time: 2193.23 ms [2022-03-09 14:46:41 main:574] : INFO : Epoch 1760 | loss: 0.0312011 | val_loss: 0.0312003 | Time: 2201 ms [2022-03-09 14:46:43 main:574] : INFO : Epoch 1761 | loss: 0.0311987 | val_loss: 0.0311993 | Time: 2200.63 ms [2022-03-09 14:46:45 main:574] : INFO : Epoch 1762 | loss: 0.031198 | val_loss: 0.0312003 | Time: 2292.46 ms [2022-03-09 14:46:48 main:574] : INFO : Epoch 1763 | loss: 0.0311971 | val_loss: 0.0312005 | Time: 2535.07 ms [2022-03-09 14:46:50 main:574] : INFO : Epoch 1764 | loss: 0.0311962 | val_loss: 0.0311984 | Time: 2306.63 ms [2022-03-09 14:46:52 main:574] : INFO : Epoch 1765 | loss: 0.0311965 | val_loss: 0.031198 | Time: 2241.89 ms [2022-03-09 14:46:55 main:574] : INFO : Epoch 1766 | loss: 0.0311959 | val_loss: 0.0311983 | Time: 2287.42 ms [2022-03-09 14:46:57 main:574] : INFO : Epoch 1767 | loss: 0.0311968 | val_loss: 0.0311978 | Time: 2199.1 ms [2022-03-09 14:46:59 main:574] : INFO : Epoch 1768 | loss: 0.0311942 | val_loss: 0.0311988 | Time: 2168.43 ms [2022-03-09 14:47:01 main:574] : INFO : Epoch 1769 | loss: 0.0311955 | val_loss: 0.0312015 | Time: 2179.57 ms [2022-03-09 14:47:04 main:574] : INFO : Epoch 1770 | loss: 0.0311955 | val_loss: 0.0311966 | Time: 2224.01 ms [2022-03-09 14:47:06 main:574] : INFO : Epoch 1771 | loss: 0.0311933 | val_loss: 0.0311978 | Time: 2313.9 ms [2022-03-09 14:47:08 main:574] : INFO : Epoch 1772 | loss: 0.0311937 | val_loss: 0.0312006 | Time: 2277.13 ms [2022-03-09 14:47:11 main:574] : INFO : Epoch 1773 | loss: 0.0311961 | val_loss: 0.0312151 | Time: 2463.83 ms [2022-03-09 14:47:13 main:574] : INFO : Epoch 1774 | loss: 0.0311995 | val_loss: 0.0311982 | Time: 2392.58 ms [2022-03-09 14:47:16 main:574] : INFO : Epoch 1775 | loss: 0.0311927 | val_loss: 0.0311967 | Time: 2212.99 ms [2022-03-09 14:47:18 main:574] : INFO : Epoch 1776 | loss: 0.0311933 | val_loss: 0.0311987 | Time: 2199.02 ms [2022-03-09 14:47:20 main:574] : INFO : Epoch 1777 | loss: 0.0311975 | val_loss: 0.0311969 | Time: 2205.52 ms [2022-03-09 14:47:22 main:574] : INFO : Epoch 1778 | loss: 0.0311944 | val_loss: 0.0311965 | Time: 2224.31 ms [2022-03-09 14:47:25 main:574] : INFO : Epoch 1779 | loss: 0.031193 | val_loss: 0.0311996 | Time: 2257.22 ms [2022-03-09 14:47:27 main:574] : INFO : Epoch 1780 | loss: 0.0311949 | val_loss: 0.0311965 | Time: 2331.79 ms [2022-03-09 14:47:29 main:574] : INFO : Epoch 1781 | loss: 0.0311951 | val_loss: 0.0311967 | Time: 2210.15 ms [2022-03-09 14:47:31 main:574] : INFO : Epoch 1782 | loss: 0.0311919 | val_loss: 0.0311951 | Time: 2175.4 ms [2022-03-09 14:47:34 main:574] : INFO : Epoch 1783 | loss: 0.0311908 | val_loss: 0.0311945 | Time: 2214.22 ms [2022-03-09 14:47:36 main:574] : INFO : Epoch 1784 | loss: 0.0311902 | val_loss: 0.0311953 | Time: 2598.35 ms [2022-03-09 14:47:39 main:574] : INFO : Epoch 1785 | loss: 0.0311922 | val_loss: 0.0311954 | Time: 2224.95 ms [2022-03-09 14:47:41 main:574] : INFO : Epoch 1786 | loss: 0.03119 | val_loss: 0.0311966 | Time: 2163.43 ms [2022-03-09 14:47:43 main:574] : INFO : Epoch 1787 | loss: 0.0311926 | val_loss: 0.0312009 | Time: 2233.54 ms [2022-03-09 14:47:45 main:574] : INFO : Epoch 1788 | loss: 0.0311937 | val_loss: 0.0311946 | Time: 2308.25 ms [2022-03-09 14:47:48 main:574] : INFO : Epoch 1789 | loss: 0.0311892 | val_loss: 0.031194 | Time: 2255.67 ms [2022-03-09 14:47:50 main:574] : INFO : Epoch 1790 | loss: 0.0311886 | val_loss: 0.0311974 | Time: 2226.59 ms [2022-03-09 14:47:52 main:574] : INFO : Epoch 1791 | loss: 0.0311885 | val_loss: 0.0311939 | Time: 2339.64 ms [2022-03-09 14:47:55 main:574] : INFO : Epoch 1792 | loss: 0.0311886 | val_loss: 0.0311947 | Time: 2319.37 ms [2022-03-09 14:47:57 main:574] : INFO : Epoch 1793 | loss: 0.0311879 | val_loss: 0.0311994 | Time: 2321.15 ms [2022-03-09 14:47:59 main:574] : INFO : Epoch 1794 | loss: 0.0311882 | val_loss: 0.0311937 | Time: 2261.65 ms [2022-03-09 14:48:02 main:574] : INFO : Epoch 1795 | loss: 0.0311876 | val_loss: 0.0311956 | Time: 2209.66 ms [2022-03-09 14:48:04 main:574] : INFO : Epoch 1796 | loss: 0.0311869 | val_loss: 0.031196 | Time: 2233.45 ms [2022-03-09 14:48:06 main:574] : INFO : Epoch 1797 | loss: 0.0311874 | val_loss: 0.0311933 | Time: 2242.11 ms [2022-03-09 14:48:08 main:574] : INFO : Epoch 1798 | loss: 0.031187 | val_loss: 0.0311933 | Time: 2192.07 ms [2022-03-09 14:48:11 main:574] : INFO : Epoch 1799 | loss: 0.0311866 | val_loss: 0.031194 | Time: 2343.62 ms [2022-03-09 14:48:13 main:574] : INFO : Epoch 1800 | loss: 0.0311871 | val_loss: 0.0311974 | Time: 2230.13 ms [2022-03-09 14:48:15 main:574] : INFO : Epoch 1801 | loss: 0.0311873 | val_loss: 0.0311975 | Time: 2309.59 ms [2022-03-09 14:48:18 main:574] : INFO : Epoch 1802 | loss: 0.0311873 | val_loss: 0.0311984 | Time: 2187.89 ms [2022-03-09 14:48:20 main:574] : INFO : Epoch 1803 | loss: 0.0311891 | val_loss: 0.0311972 | Time: 2174.55 ms [2022-03-09 14:48:22 main:574] : INFO : Epoch 1804 | loss: 0.0311887 | val_loss: 0.0311981 | Time: 2358.39 ms [2022-03-09 14:48:25 main:574] : INFO : Epoch 1805 | loss: 0.0311872 | val_loss: 0.0311976 | Time: 2375.77 ms [2022-03-09 14:48:27 main:574] : INFO : Epoch 1806 | loss: 0.0311855 | val_loss: 0.0311948 | Time: 2347.32 ms [2022-03-09 14:48:29 main:574] : INFO : Epoch 1807 | loss: 0.031186 | val_loss: 0.0312008 | Time: 2171.57 ms [2022-03-09 14:48:31 main:574] : INFO : Epoch 1808 | loss: 0.0311867 | val_loss: 0.0311958 | Time: 2182.5 ms [2022-03-09 14:48:34 main:574] : INFO : Epoch 1809 | loss: 0.0311871 | val_loss: 0.0312046 | Time: 2176.4 ms [2022-03-09 14:48:36 main:574] : INFO : Epoch 1810 | loss: 0.031188 | val_loss: 0.0311983 | Time: 2210.47 ms [2022-03-09 14:48:38 main:574] : INFO : Epoch 1811 | loss: 0.0311854 | val_loss: 0.0311942 | Time: 2304.68 ms [2022-03-09 14:48:40 main:574] : INFO : Epoch 1812 | loss: 0.031184 | val_loss: 0.031196 | Time: 2199.69 ms [2022-03-09 14:48:43 main:574] : INFO : Epoch 1813 | loss: 0.0311842 | val_loss: 0.0311957 | Time: 2467.11 ms [2022-03-09 14:48:45 main:574] : INFO : Epoch 1814 | loss: 0.0311867 | val_loss: 0.0311946 | Time: 2326.61 ms [2022-03-09 14:48:47 main:574] : INFO : Epoch 1815 | loss: 0.0311847 | val_loss: 0.031194 | Time: 2198.5 ms [2022-03-09 14:48:50 main:574] : INFO : Epoch 1816 | loss: 0.0311844 | val_loss: 0.0311977 | Time: 2221.36 ms [2022-03-09 14:48:52 main:574] : INFO : Epoch 1817 | loss: 0.031184 | val_loss: 0.0311953 | Time: 2273.92 ms [2022-03-09 14:48:54 main:574] : INFO : Epoch 1818 | loss: 0.0311855 | val_loss: 0.0311948 | Time: 2150.84 ms [2022-03-09 14:48:56 main:574] : INFO : Epoch 1819 | loss: 0.0311848 | val_loss: 0.031195 | Time: 2201.81 ms [2022-03-09 14:48:59 main:574] : INFO : Epoch 1820 | loss: 0.0311838 | val_loss: 0.0311944 | Time: 2292.91 ms [2022-03-09 14:49:01 main:574] : INFO : Epoch 1821 | loss: 0.0311835 | val_loss: 0.031196 | Time: 2319.89 ms [2022-03-09 14:49:04 main:574] : INFO : Epoch 1822 | loss: 0.0311833 | val_loss: 0.0311995 | Time: 2558.16 ms [2022-03-09 14:49:06 main:574] : INFO : Epoch 1823 | loss: 0.0311861 | val_loss: 0.0311957 | Time: 2222.86 ms [2022-03-09 14:49:08 main:574] : INFO : Epoch 1824 | loss: 0.0311835 | val_loss: 0.0311965 | Time: 2175.08 ms [2022-03-09 14:49:11 main:574] : INFO : Epoch 1825 | loss: 0.0311838 | val_loss: 0.0311948 | Time: 2250.09 ms [2022-03-09 14:49:13 main:574] : INFO : Epoch 1826 | loss: 0.0311836 | val_loss: 0.0311944 | Time: 2263.19 ms [2022-03-09 14:49:15 main:574] : INFO : Epoch 1827 | loss: 0.0311839 | val_loss: 0.0311982 | Time: 2278.16 ms [2022-03-09 14:49:17 main:574] : INFO : Epoch 1828 | loss: 0.0311836 | val_loss: 0.0311963 | Time: 2312.57 ms [2022-03-09 14:49:20 main:574] : INFO : Epoch 1829 | loss: 0.0311848 | val_loss: 0.0311999 | Time: 2349.54 ms [2022-03-09 14:49:22 main:574] : INFO : Epoch 1830 | loss: 0.0311844 | val_loss: 0.031196 | Time: 2551.37 ms [2022-03-09 14:49:25 main:574] : INFO : Epoch 1831 | loss: 0.0311835 | val_loss: 0.0311974 | Time: 2340.26 ms [2022-03-09 14:49:27 main:574] : INFO : Epoch 1832 | loss: 0.0311824 | val_loss: 0.0311977 | Time: 2261.92 ms [2022-03-09 14:49:29 main:574] : INFO : Epoch 1833 | loss: 0.0311822 | val_loss: 0.0311958 | Time: 2238.68 ms [2022-03-09 14:49:32 main:574] : INFO : Epoch 1834 | loss: 0.0311828 | val_loss: 0.0311955 | Time: 2231.16 ms [2022-03-09 14:49:34 main:574] : INFO : Epoch 1835 | loss: 0.0311834 | val_loss: 0.0311979 | Time: 2216.99 ms [2022-03-09 14:49:36 main:574] : INFO : Epoch 1836 | loss: 0.0311821 | val_loss: 0.0311966 | Time: 2236.97 ms [2022-03-09 14:49:38 main:574] : INFO : Epoch 1837 | loss: 0.0311811 | val_loss: 0.0311973 | Time: 2264.72 ms [2022-03-09 14:49:41 main:574] : INFO : Epoch 1838 | loss: 0.0311821 | val_loss: 0.0311999 | Time: 2274.54 ms [2022-03-09 14:49:43 main:574] : INFO : Epoch 1839 | loss: 0.0311835 | val_loss: 0.0311964 | Time: 2369.32 ms [2022-03-09 14:49:46 main:574] : INFO : Epoch 1840 | loss: 0.0311844 | val_loss: 0.0312038 | Time: 2312.41 ms [2022-03-09 14:49:48 main:574] : INFO : Epoch 1841 | loss: 0.0311854 | val_loss: 0.0312011 | Time: 2180.13 ms [2022-03-09 14:49:50 main:574] : INFO : Epoch 1842 | loss: 0.0311825 | val_loss: 0.0311987 | Time: 2150.46 ms [2022-03-09 14:49:52 main:574] : INFO : Epoch 1843 | loss: 0.0311825 | val_loss: 0.0311981 | Time: 2207.77 ms [2022-03-09 14:49:54 main:574] : INFO : Epoch 1844 | loss: 0.0311806 | val_loss: 0.0311981 | Time: 2177.81 ms [2022-03-09 14:49:57 main:574] : INFO : Epoch 1845 | loss: 0.0311816 | val_loss: 0.031198 | Time: 2208.79 ms [2022-03-09 14:49:59 main:574] : INFO : Epoch 1846 | loss: 0.0311837 | val_loss: 0.0311976 | Time: 2257.96 ms [2022-03-09 14:50:01 main:574] : INFO : Epoch 1847 | loss: 0.0311834 | val_loss: 0.0311985 | Time: 2254.17 ms [2022-03-09 14:50:04 main:574] : INFO : Epoch 1848 | loss: 0.0311851 | val_loss: 0.0311976 | Time: 2295.47 ms [2022-03-09 14:50:06 main:574] : INFO : Epoch 1849 | loss: 0.0311844 | val_loss: 0.0311983 | Time: 2262.79 ms [2022-03-09 14:50:08 main:574] : INFO : Epoch 1850 | loss: 0.0311836 | val_loss: 0.0311966 | Time: 2347.89 ms [2022-03-09 14:50:10 main:574] : INFO : Epoch 1851 | loss: 0.0311834 | val_loss: 0.0312007 | Time: 2225.44 ms [2022-03-09 14:50:13 main:574] : INFO : Epoch 1852 | loss: 0.0311827 | val_loss: 0.0311977 | Time: 2143.16 ms [2022-03-09 14:50:15 main:574] : INFO : Epoch 1853 | loss: 0.0311813 | val_loss: 0.0311983 | Time: 2173.71 ms [2022-03-09 14:50:17 main:574] : INFO : Epoch 1854 | loss: 0.0311811 | val_loss: 0.0312005 | Time: 2148.28 ms [2022-03-09 14:50:19 main:574] : INFO : Epoch 1855 | loss: 0.031181 | val_loss: 0.0312001 | Time: 2179.46 ms [2022-03-09 14:50:22 main:574] : INFO : Epoch 1856 | loss: 0.0311799 | val_loss: 0.0311993 | Time: 2301.43 ms [2022-03-09 14:50:24 main:574] : INFO : Epoch 1857 | loss: 0.0311816 | val_loss: 0.0312021 | Time: 2267.01 ms [2022-03-09 14:50:26 main:574] : INFO : Epoch 1858 | loss: 0.0311863 | val_loss: 0.0311999 | Time: 2251.43 ms [2022-03-09 14:50:29 main:574] : INFO : Epoch 1859 | loss: 0.0311817 | val_loss: 0.031196 | Time: 2308.32 ms [2022-03-09 14:50:31 main:574] : INFO : Epoch 1860 | loss: 0.0311816 | val_loss: 0.0312013 | Time: 2244.93 ms [2022-03-09 14:50:33 main:574] : INFO : Epoch 1861 | loss: 0.031183 | val_loss: 0.0312025 | Time: 2138.55 ms [2022-03-09 14:50:35 main:574] : INFO : Epoch 1862 | loss: 0.0311815 | val_loss: 0.0312043 | Time: 2236.03 ms [2022-03-09 14:50:38 main:574] : INFO : Epoch 1863 | loss: 0.0311807 | val_loss: 0.0312003 | Time: 2303.14 ms [2022-03-09 14:50:40 main:574] : INFO : Epoch 1864 | loss: 0.0311797 | val_loss: 0.0311984 | Time: 2361.08 ms [2022-03-09 14:50:42 main:574] : INFO : Epoch 1865 | loss: 0.0311793 | val_loss: 0.0311987 | Time: 2320.03 ms [2022-03-09 14:50:45 main:574] : INFO : Epoch 1866 | loss: 0.0311784 | val_loss: 0.0312015 | Time: 2370.77 ms [2022-03-09 14:50:47 main:574] : INFO : Epoch 1867 | loss: 0.0311798 | val_loss: 0.0312 | Time: 2209.84 ms [2022-03-09 14:50:49 main:574] : INFO : Epoch 1868 | loss: 0.0311784 | val_loss: 0.0312012 | Time: 2364.5 ms [2022-03-09 14:50:52 main:574] : INFO : Epoch 1869 | loss: 0.03118 | val_loss: 0.0312004 | Time: 2295.76 ms [2022-03-09 14:50:54 main:574] : INFO : Epoch 1870 | loss: 0.0311801 | val_loss: 0.0311988 | Time: 2305.78 ms [2022-03-09 14:50:57 main:574] : INFO : Epoch 1871 | loss: 0.0311796 | val_loss: 0.0312013 | Time: 2363.32 ms [2022-03-09 14:50:59 main:574] : INFO : Epoch 1872 | loss: 0.0311812 | val_loss: 0.0311985 | Time: 2220.73 ms [2022-03-09 14:51:01 main:574] : INFO : Epoch 1873 | loss: 0.0311818 | val_loss: 0.0311987 | Time: 2260.64 ms [2022-03-09 14:51:04 main:574] : INFO : Epoch 1874 | loss: 0.0311776 | val_loss: 0.0312005 | Time: 2382.28 ms [2022-03-09 14:51:06 main:574] : INFO : Epoch 1875 | loss: 0.031177 | val_loss: 0.0311981 | Time: 2291.31 ms [2022-03-09 14:51:08 main:574] : INFO : Epoch 1876 | loss: 0.0311873 | val_loss: 0.0311973 | Time: 2383.53 ms [2022-03-09 14:51:11 main:574] : INFO : Epoch 1877 | loss: 0.0311908 | val_loss: 0.0312022 | Time: 2278.59 ms [2022-03-09 14:51:13 main:574] : INFO : Epoch 1878 | loss: 0.0311941 | val_loss: 0.0312046 | Time: 2386.89 ms [2022-03-09 14:51:16 main:574] : INFO : Epoch 1879 | loss: 0.0311898 | val_loss: 0.0311993 | Time: 2273.79 ms [2022-03-09 14:51:18 main:574] : INFO : Epoch 1880 | loss: 0.0311862 | val_loss: 0.0311968 | Time: 2267.76 ms [2022-03-09 14:51:20 main:574] : INFO : Epoch 1881 | loss: 0.031184 | val_loss: 0.0311963 | Time: 2263.02 ms [2022-03-09 14:51:23 main:574] : INFO : Epoch 1882 | loss: 0.0311841 | val_loss: 0.0311959 | Time: 2306.04 ms [2022-03-09 14:51:25 main:574] : INFO : Epoch 1883 | loss: 0.0311818 | val_loss: 0.031199 | Time: 2336.41 ms [2022-03-09 14:51:27 main:574] : INFO : Epoch 1884 | loss: 0.0311817 | val_loss: 0.0311977 | Time: 2374.43 ms [2022-03-09 14:51:30 main:574] : INFO : Epoch 1885 | loss: 0.0311821 | val_loss: 0.0311966 | Time: 2302.9 ms [2022-03-09 14:51:32 main:574] : INFO : Epoch 1886 | loss: 0.0311814 | val_loss: 0.0311966 | Time: 2444.58 ms [2022-03-09 14:51:35 main:574] : INFO : Epoch 1887 | loss: 0.0311791 | val_loss: 0.0311985 | Time: 2439.59 ms [2022-03-09 14:51:37 main:574] : INFO : Epoch 1888 | loss: 0.0311827 | val_loss: 0.0311984 | Time: 2157.92 ms [2022-03-09 14:51:39 main:574] : INFO : Epoch 1889 | loss: 0.0311794 | val_loss: 0.0311951 | Time: 2300.37 ms [2022-03-09 14:51:42 main:574] : INFO : Epoch 1890 | loss: 0.0311796 | val_loss: 0.0312009 | Time: 2283.97 ms [2022-03-09 14:51:44 main:574] : INFO : Epoch 1891 | loss: 0.0311824 | val_loss: 0.0312012 | Time: 2281.09 ms [2022-03-09 14:51:46 main:574] : INFO : Epoch 1892 | loss: 0.0311817 | val_loss: 0.0311987 | Time: 2286.2 ms [2022-03-09 14:51:49 main:574] : INFO : Epoch 1893 | loss: 0.0311799 | val_loss: 0.0311952 | Time: 2407.53 ms [2022-03-09 14:51:51 main:574] : INFO : Epoch 1894 | loss: 0.0311794 | val_loss: 0.0311948 | Time: 2360.51 ms [2022-03-09 14:51:54 main:574] : INFO : Epoch 1895 | loss: 0.0311776 | val_loss: 0.0311972 | Time: 2271.41 ms [2022-03-09 14:51:56 main:574] : INFO : Epoch 1896 | loss: 0.0311777 | val_loss: 0.0311991 | Time: 2377.45 ms [2022-03-09 14:51:58 main:574] : INFO : Epoch 1897 | loss: 0.0311776 | val_loss: 0.0311985 | Time: 2313.92 ms [2022-03-09 14:52:01 main:574] : INFO : Epoch 1898 | loss: 0.031178 | val_loss: 0.031197 | Time: 2315.25 ms [2022-03-09 14:52:03 main:574] : INFO : Epoch 1899 | loss: 0.0311821 | val_loss: 0.0311982 | Time: 2271.25 ms [2022-03-09 14:52:05 main:574] : INFO : Epoch 1900 | loss: 0.0311823 | val_loss: 0.031202 | Time: 2285.53 ms [2022-03-09 14:52:08 main:574] : INFO : Epoch 1901 | loss: 0.0311822 | val_loss: 0.0312048 | Time: 2429.31 ms [2022-03-09 14:52:10 main:574] : INFO : Epoch 1902 | loss: 0.0311823 | val_loss: 0.0312075 | Time: 2445.91 ms [2022-03-09 14:52:13 main:574] : INFO : Epoch 1903 | loss: 0.0311826 | val_loss: 0.0311982 | Time: 2881.26 ms [2022-03-09 14:52:16 main:574] : INFO : Epoch 1904 | loss: 0.0311803 | val_loss: 0.0311948 | Time: 2546.93 ms [2022-03-09 14:52:18 main:574] : INFO : Epoch 1905 | loss: 0.0311813 | val_loss: 0.0312007 | Time: 2523.68 ms [2022-03-09 14:52:21 main:574] : INFO : Epoch 1906 | loss: 0.0311796 | val_loss: 0.0311972 | Time: 2268.98 ms [2022-03-09 14:52:23 main:574] : INFO : Epoch 1907 | loss: 0.0311789 | val_loss: 0.0311981 | Time: 2392.49 ms [2022-03-09 14:52:26 main:574] : INFO : Epoch 1908 | loss: 0.0311786 | val_loss: 0.0311972 | Time: 2339.39 ms [2022-03-09 14:52:28 main:574] : INFO : Epoch 1909 | loss: 0.0311782 | val_loss: 0.0312 | Time: 2276.81 ms [2022-03-09 14:52:30 main:574] : INFO : Epoch 1910 | loss: 0.0311795 | val_loss: 0.0311982 | Time: 2384.69 ms [2022-03-09 14:52:33 main:574] : INFO : Epoch 1911 | loss: 0.0311801 | val_loss: 0.0312033 | Time: 2449.75 ms [2022-03-09 14:52:35 main:574] : INFO : Epoch 1912 | loss: 0.0311803 | val_loss: 0.0312044 | Time: 2468.12 ms [2022-03-09 14:52:38 main:574] : INFO : Epoch 1913 | loss: 0.0311816 | val_loss: 0.0311978 | Time: 2431.64 ms [2022-03-09 14:52:40 main:574] : INFO : Epoch 1914 | loss: 0.0311778 | val_loss: 0.0312003 | Time: 2448.62 ms [2022-03-09 14:52:42 main:574] : INFO : Epoch 1915 | loss: 0.0311775 | val_loss: 0.0312049 | Time: 2228.26 ms [2022-03-09 14:52:45 main:574] : INFO : Epoch 1916 | loss: 0.0311774 | val_loss: 0.031201 | Time: 2274.88 ms [2022-03-09 14:52:47 main:574] : INFO : Epoch 1917 | loss: 0.0311767 | val_loss: 0.0311984 | Time: 2307.06 ms [2022-03-09 14:52:49 main:574] : INFO : Epoch 1918 | loss: 0.0311753 | val_loss: 0.0311982 | Time: 2235.67 ms [2022-03-09 14:52:52 main:574] : INFO : Epoch 1919 | loss: 0.0311752 | val_loss: 0.0311987 | Time: 2464.49 ms [2022-03-09 14:52:54 main:574] : INFO : Epoch 1920 | loss: 0.0311765 | val_loss: 0.0311999 | Time: 2456.8 ms [2022-03-09 14:52:57 main:574] : INFO : Epoch 1921 | loss: 0.031179 | val_loss: 0.0312037 | Time: 2265.34 ms [2022-03-09 14:52:59 main:574] : INFO : Epoch 1922 | loss: 0.0311814 | val_loss: 0.0311963 | Time: 2446.2 ms [2022-03-09 14:53:02 main:574] : INFO : Epoch 1923 | loss: 0.0311793 | val_loss: 0.0311971 | Time: 2626.11 ms [2022-03-09 14:53:04 main:574] : INFO : Epoch 1924 | loss: 0.0311779 | val_loss: 0.0311987 | Time: 2389.52 ms [2022-03-09 14:53:07 main:574] : INFO : Epoch 1925 | loss: 0.0311767 | val_loss: 0.031196 | Time: 2265.12 ms [2022-03-09 14:53:09 main:574] : INFO : Epoch 1926 | loss: 0.0311763 | val_loss: 0.0311975 | Time: 2248.84 ms [2022-03-09 14:53:11 main:574] : INFO : Epoch 1927 | loss: 0.0311758 | val_loss: 0.0311989 | Time: 2211.06 ms [2022-03-09 14:53:13 main:574] : INFO : Epoch 1928 | loss: 0.0311759 | val_loss: 0.0312018 | Time: 2315.11 ms [2022-03-09 14:53:16 main:574] : INFO : Epoch 1929 | loss: 0.0311794 | val_loss: 0.0311981 | Time: 2300.62 ms [2022-03-09 14:53:18 main:574] : INFO : Epoch 1930 | loss: 0.0311817 | val_loss: 0.031198 | Time: 2479.26 ms [2022-03-09 14:53:21 main:574] : INFO : Epoch 1931 | loss: 0.0311804 | val_loss: 0.0311974 | Time: 2462.13 ms [2022-03-09 14:53:23 main:574] : INFO : Epoch 1932 | loss: 0.0311815 | val_loss: 0.0311995 | Time: 2515.9 ms [2022-03-09 14:53:26 main:574] : INFO : Epoch 1933 | loss: 0.0311783 | val_loss: 0.0311985 | Time: 2430.92 ms [2022-03-09 14:53:28 main:574] : INFO : Epoch 1934 | loss: 0.0311789 | val_loss: 0.0311978 | Time: 2245.16 ms [2022-03-09 14:53:31 main:574] : INFO : Epoch 1935 | loss: 0.0311795 | val_loss: 0.0311994 | Time: 2385.72 ms [2022-03-09 14:53:33 main:574] : INFO : Epoch 1936 | loss: 0.0311808 | val_loss: 0.0311965 | Time: 2342.94 ms [2022-03-09 14:53:35 main:574] : INFO : Epoch 1937 | loss: 0.0311802 | val_loss: 0.0311961 | Time: 2403.49 ms [2022-03-09 14:53:38 main:574] : INFO : Epoch 1938 | loss: 0.0311814 | val_loss: 0.0311993 | Time: 2296.53 ms [2022-03-09 14:53:40 main:574] : INFO : Epoch 1939 | loss: 0.031178 | val_loss: 0.0311983 | Time: 2261.86 ms [2022-03-09 14:53:42 main:574] : INFO : Epoch 1940 | loss: 0.0311786 | val_loss: 0.0311961 | Time: 2379.07 ms [2022-03-09 14:53:45 main:574] : INFO : Epoch 1941 | loss: 0.0311793 | val_loss: 0.0311962 | Time: 2342.57 ms [2022-03-09 14:53:47 main:574] : INFO : Epoch 1942 | loss: 0.0311792 | val_loss: 0.0311961 | Time: 2525.03 ms [2022-03-09 14:53:50 main:574] : INFO : Epoch 1943 | loss: 0.0311786 | val_loss: 0.0311968 | Time: 2443.99 ms [2022-03-09 14:53:52 main:574] : INFO : Epoch 1944 | loss: 0.0311777 | val_loss: 0.0311956 | Time: 2273.49 ms [2022-03-09 14:53:54 main:574] : INFO : Epoch 1945 | loss: 0.0311778 | val_loss: 0.0311964 | Time: 2325.61 ms [2022-03-09 14:53:57 main:574] : INFO : Epoch 1946 | loss: 0.031177 | val_loss: 0.0311945 | Time: 2420.24 ms [2022-03-09 14:53:59 main:574] : INFO : Epoch 1947 | loss: 0.0311782 | val_loss: 0.0311943 | Time: 2277.97 ms [2022-03-09 14:54:02 main:574] : INFO : Epoch 1948 | loss: 0.031178 | val_loss: 0.0311956 | Time: 2311.47 ms [2022-03-09 14:54:04 main:574] : INFO : Epoch 1949 | loss: 0.0311768 | val_loss: 0.0311967 | Time: 2342.2 ms [2022-03-09 14:54:07 main:574] : INFO : Epoch 1950 | loss: 0.031176 | val_loss: 0.0312018 | Time: 2586.09 ms [2022-03-09 14:54:09 main:574] : INFO : Epoch 1951 | loss: 0.0311807 | val_loss: 0.0312035 | Time: 2470.33 ms [2022-03-09 14:54:12 main:574] : INFO : Epoch 1952 | loss: 0.0311783 | val_loss: 0.0311994 | Time: 2382.66 ms [2022-03-09 14:54:14 main:574] : INFO : Epoch 1953 | loss: 0.0311784 | val_loss: 0.0312054 | Time: 2295.5 ms [2022-03-09 14:54:16 main:574] : INFO : Epoch 1954 | loss: 0.0311823 | val_loss: 0.0312001 | Time: 2285.22 ms [2022-03-09 14:54:19 main:574] : INFO : Epoch 1955 | loss: 0.0311814 | val_loss: 0.0311986 | Time: 2400.33 ms [2022-03-09 14:54:21 main:574] : INFO : Epoch 1956 | loss: 0.0311788 | val_loss: 0.0311981 | Time: 2319.07 ms [2022-03-09 14:54:23 main:574] : INFO : Epoch 1957 | loss: 0.0311772 | val_loss: 0.0312002 | Time: 2301.49 ms [2022-03-09 14:54:26 main:574] : INFO : Epoch 1958 | loss: 0.0311767 | val_loss: 0.0311999 | Time: 2278.21 ms [2022-03-09 14:54:28 main:574] : INFO : Epoch 1959 | loss: 0.0311752 | val_loss: 0.0311989 | Time: 2366.6 ms [2022-03-09 14:54:31 main:574] : INFO : Epoch 1960 | loss: 0.0311746 | val_loss: 0.0311963 | Time: 2748.32 ms [2022-03-09 14:54:33 main:574] : INFO : Epoch 1961 | loss: 0.0311754 | val_loss: 0.0311967 | Time: 2296.17 ms [2022-03-09 14:54:36 main:574] : INFO : Epoch 1962 | loss: 0.0311787 | val_loss: 0.031196 | Time: 2405.27 ms [2022-03-09 14:54:38 main:574] : INFO : Epoch 1963 | loss: 0.031175 | val_loss: 0.0311972 | Time: 2240.22 ms [2022-03-09 14:54:40 main:574] : INFO : Epoch 1964 | loss: 0.0311724 | val_loss: 0.0311959 | Time: 2261.16 ms [2022-03-09 14:54:42 main:574] : INFO : Epoch 1965 | loss: 0.0311729 | val_loss: 0.0311964 | Time: 2273.96 ms [2022-03-09 14:54:45 main:574] : INFO : Epoch 1966 | loss: 0.031175 | val_loss: 0.0311989 | Time: 2292.34 ms [2022-03-09 14:54:47 main:574] : INFO : Epoch 1967 | loss: 0.0311741 | val_loss: 0.0311984 | Time: 2208.62 ms [2022-03-09 14:54:49 main:574] : INFO : Epoch 1968 | loss: 0.0311751 | val_loss: 0.0311974 | Time: 2373.49 ms [2022-03-09 14:54:52 main:574] : INFO : Epoch 1969 | loss: 0.0311741 | val_loss: 0.0311957 | Time: 2619.76 ms [2022-03-09 14:54:55 main:574] : INFO : Epoch 1970 | loss: 0.031175 | val_loss: 0.0311976 | Time: 2422.27 ms [2022-03-09 14:54:57 main:574] : INFO : Epoch 1971 | loss: 0.0311834 | val_loss: 0.031197 | Time: 2374.27 ms [2022-03-09 14:54:59 main:574] : INFO : Epoch 1972 | loss: 0.0311847 | val_loss: 0.0311968 | Time: 2422.55 ms [2022-03-09 14:55:02 main:574] : INFO : Epoch 1973 | loss: 0.0311821 | val_loss: 0.031198 | Time: 2292.36 ms [2022-03-09 14:55:04 main:574] : INFO : Epoch 1974 | loss: 0.0311803 | val_loss: 0.0311975 | Time: 2291.63 ms [2022-03-09 14:55:06 main:574] : INFO : Epoch 1975 | loss: 0.0311797 | val_loss: 0.0311945 | Time: 2305.06 ms [2022-03-09 14:55:09 main:574] : INFO : Epoch 1976 | loss: 0.0311792 | val_loss: 0.0311992 | Time: 2412.56 ms [2022-03-09 14:55:11 main:574] : INFO : Epoch 1977 | loss: 0.0311802 | val_loss: 0.0311975 | Time: 2462.79 ms [2022-03-09 14:55:14 main:574] : INFO : Epoch 1978 | loss: 0.0311796 | val_loss: 0.0311955 | Time: 2414.43 ms [2022-03-09 14:55:16 main:574] : INFO : Epoch 1979 | loss: 0.0311783 | val_loss: 0.0311978 | Time: 2469.05 ms [2022-03-09 14:55:19 main:574] : INFO : Epoch 1980 | loss: 0.0311869 | val_loss: 0.0311984 | Time: 2495.37 ms [2022-03-09 14:55:21 main:574] : INFO : Epoch 1981 | loss: 0.0311872 | val_loss: 0.0311947 | Time: 2402.89 ms [2022-03-09 14:55:24 main:574] : INFO : Epoch 1982 | loss: 0.0311829 | val_loss: 0.0311957 | Time: 2262.27 ms [2022-03-09 14:55:26 main:574] : INFO : Epoch 1983 | loss: 0.0311815 | val_loss: 0.0311939 | Time: 2284.88 ms [2022-03-09 14:55:28 main:574] : INFO : Epoch 1984 | loss: 0.0311807 | val_loss: 0.0311927 | Time: 2280.39 ms [2022-03-09 14:55:31 main:574] : INFO : Epoch 1985 | loss: 0.0311803 | val_loss: 0.0311949 | Time: 2299.58 ms [2022-03-09 14:55:33 main:574] : INFO : Epoch 1986 | loss: 0.031184 | val_loss: 0.0311954 | Time: 2427.01 ms [2022-03-09 14:55:36 main:574] : INFO : Epoch 1987 | loss: 0.0311815 | val_loss: 0.0311964 | Time: 2554.62 ms [2022-03-09 14:55:38 main:574] : INFO : Epoch 1988 | loss: 0.0311815 | val_loss: 0.031198 | Time: 2251.82 ms [2022-03-09 14:55:40 main:574] : INFO : Epoch 1989 | loss: 0.031179 | val_loss: 0.0311991 | Time: 2408.61 ms [2022-03-09 14:55:43 main:574] : INFO : Epoch 1990 | loss: 0.0311786 | val_loss: 0.0311949 | Time: 2348.72 ms [2022-03-09 14:55:45 main:574] : INFO : Epoch 1991 | loss: 0.0311767 | val_loss: 0.031197 | Time: 2338.91 ms [2022-03-09 14:55:48 main:574] : INFO : Epoch 1992 | loss: 0.0311819 | val_loss: 0.0311995 | Time: 2379.34 ms [2022-03-09 14:55:50 main:574] : INFO : Epoch 1993 | loss: 0.0311879 | val_loss: 0.0311994 | Time: 2293.44 ms [2022-03-09 14:55:52 main:574] : INFO : Epoch 1994 | loss: 0.0311925 | val_loss: 0.031198 | Time: 2350.24 ms [2022-03-09 14:55:55 main:574] : INFO : Epoch 1995 | loss: 0.031199 | val_loss: 0.0312005 | Time: 2273.21 ms [2022-03-09 14:55:57 main:574] : INFO : Epoch 1996 | loss: 0.0311985 | val_loss: 0.0312032 | Time: 2596.86 ms [2022-03-09 14:56:00 main:574] : INFO : Epoch 1997 | loss: 0.0311982 | val_loss: 0.0311989 | Time: 2618.98 ms [2022-03-09 14:56:02 main:574] : INFO : Epoch 1998 | loss: 0.0311938 | val_loss: 0.031198 | Time: 2374.5 ms [2022-03-09 14:56:05 main:574] : INFO : Epoch 1999 | loss: 0.0311929 | val_loss: 0.0311957 | Time: 2408.47 ms [2022-03-09 14:56:07 main:574] : INFO : Epoch 2000 | loss: 0.0311905 | val_loss: 0.0311966 | Time: 2282.59 ms [2022-03-09 14:56:09 main:574] : INFO : Epoch 2001 | loss: 0.0311894 | val_loss: 0.0311944 | Time: 2229.22 ms [2022-03-09 14:56:12 main:574] : INFO : Epoch 2002 | loss: 0.0311888 | val_loss: 0.0311971 | Time: 2276.55 ms [2022-03-09 14:56:14 main:574] : INFO : Epoch 2003 | loss: 0.0311927 | val_loss: 0.031198 | Time: 2261.67 ms [2022-03-09 14:56:17 main:574] : INFO : Epoch 2004 | loss: 0.03119 | val_loss: 0.0311957 | Time: 2529.98 ms [2022-03-09 14:56:19 main:574] : INFO : Epoch 2005 | loss: 0.0311909 | val_loss: 0.0311983 | Time: 2362.69 ms [2022-03-09 14:56:21 main:574] : INFO : Epoch 2006 | loss: 0.0311911 | val_loss: 0.0312018 | Time: 2495.63 ms [2022-03-09 14:56:24 main:574] : INFO : Epoch 2007 | loss: 0.0311909 | val_loss: 0.0311945 | Time: 2359.04 ms [2022-03-09 14:56:26 main:574] : INFO : Epoch 2008 | loss: 0.0311882 | val_loss: 0.0311953 | Time: 2443.3 ms [2022-03-09 14:56:29 main:574] : INFO : Epoch 2009 | loss: 0.0311867 | val_loss: 0.0311933 | Time: 2462.13 ms [2022-03-09 14:56:31 main:574] : INFO : Epoch 2010 | loss: 0.0311889 | val_loss: 0.031196 | Time: 2340.89 ms [2022-03-09 14:56:34 main:574] : INFO : Epoch 2011 | loss: 0.0311889 | val_loss: 0.0311958 | Time: 2462.22 ms [2022-03-09 14:56:36 main:574] : INFO : Epoch 2012 | loss: 0.0311869 | val_loss: 0.0311947 | Time: 2240.01 ms [2022-03-09 14:56:39 main:574] : INFO : Epoch 2013 | loss: 0.0311849 | val_loss: 0.0311952 | Time: 2399.57 ms [2022-03-09 14:56:41 main:574] : INFO : Epoch 2014 | loss: 0.0311869 | val_loss: 0.0311967 | Time: 2403.35 ms [2022-03-09 14:56:44 main:574] : INFO : Epoch 2015 | loss: 0.0311871 | val_loss: 0.0311931 | Time: 2655.71 ms [2022-03-09 14:56:46 main:574] : INFO : Epoch 2016 | loss: 0.0311848 | val_loss: 0.031193 | Time: 2432.13 ms [2022-03-09 14:56:49 main:574] : INFO : Epoch 2017 | loss: 0.0311838 | val_loss: 0.0311926 | Time: 2394.52 ms [2022-03-09 14:56:51 main:574] : INFO : Epoch 2018 | loss: 0.0311852 | val_loss: 0.031193 | Time: 2315.81 ms [2022-03-09 14:56:53 main:574] : INFO : Epoch 2019 | loss: 0.0311836 | val_loss: 0.0311922 | Time: 2255.22 ms [2022-03-09 14:56:56 main:574] : INFO : Epoch 2020 | loss: 0.0311837 | val_loss: 0.0311932 | Time: 2365.2 ms [2022-03-09 14:56:58 main:574] : INFO : Epoch 2021 | loss: 0.0311841 | val_loss: 0.0311927 | Time: 2262.44 ms [2022-03-09 14:57:00 main:574] : INFO : Epoch 2022 | loss: 0.0311818 | val_loss: 0.0311917 | Time: 2235.95 ms [2022-03-09 14:57:03 main:574] : INFO : Epoch 2023 | loss: 0.0311818 | val_loss: 0.0311946 | Time: 2434.69 ms [2022-03-09 14:57:05 main:574] : INFO : Epoch 2024 | loss: 0.0311818 | val_loss: 0.0311936 | Time: 2363.54 ms [2022-03-09 14:57:08 main:574] : INFO : Epoch 2025 | loss: 0.0311798 | val_loss: 0.0311949 | Time: 2452.29 ms [2022-03-09 14:57:10 main:574] : INFO : Epoch 2026 | loss: 0.0311796 | val_loss: 0.0311939 | Time: 2444.69 ms [2022-03-09 14:57:13 main:574] : INFO : Epoch 2027 | loss: 0.0311788 | val_loss: 0.0311923 | Time: 2399.68 ms [2022-03-09 14:57:15 main:574] : INFO : Epoch 2028 | loss: 0.031179 | val_loss: 0.0311922 | Time: 2317.73 ms [2022-03-09 14:57:17 main:574] : INFO : Epoch 2029 | loss: 0.0311788 | val_loss: 0.0311924 | Time: 2274.78 ms [2022-03-09 14:57:20 main:574] : INFO : Epoch 2030 | loss: 0.0311789 | val_loss: 0.031194 | Time: 2352.9 ms [2022-03-09 14:57:22 main:574] : INFO : Epoch 2031 | loss: 0.031181 | val_loss: 0.0311938 | Time: 2272.53 ms [2022-03-09 14:57:25 main:574] : INFO : Epoch 2032 | loss: 0.0311813 | val_loss: 0.0311913 | Time: 2557.32 ms [2022-03-09 14:57:27 main:574] : INFO : Epoch 2033 | loss: 0.0311784 | val_loss: 0.0311936 | Time: 2349.36 ms [2022-03-09 14:57:29 main:574] : INFO : Epoch 2034 | loss: 0.031178 | val_loss: 0.0311939 | Time: 2342.57 ms [2022-03-09 14:57:32 main:574] : INFO : Epoch 2035 | loss: 0.0311782 | val_loss: 0.0311937 | Time: 2274.11 ms [2022-03-09 14:57:34 main:574] : INFO : Epoch 2036 | loss: 0.0311812 | val_loss: 0.0312 | Time: 2381.94 ms [2022-03-09 14:57:36 main:574] : INFO : Epoch 2037 | loss: 0.0311794 | val_loss: 0.0311919 | Time: 2305.73 ms [2022-03-09 14:57:39 main:574] : INFO : Epoch 2038 | loss: 0.031179 | val_loss: 0.0311914 | Time: 2327.33 ms [2022-03-09 14:57:41 main:574] : INFO : Epoch 2039 | loss: 0.0311777 | val_loss: 0.0311969 | Time: 2389.71 ms [2022-03-09 14:57:44 main:574] : INFO : Epoch 2040 | loss: 0.0311779 | val_loss: 0.0311951 | Time: 2289.58 ms [2022-03-09 14:57:46 main:574] : INFO : Epoch 2041 | loss: 0.0311785 | val_loss: 0.0311968 | Time: 2313.64 ms [2022-03-09 14:57:49 main:574] : INFO : Epoch 2042 | loss: 0.0311792 | val_loss: 0.0311936 | Time: 2595.98 ms [2022-03-09 14:57:51 main:574] : INFO : Epoch 2043 | loss: 0.0311781 | val_loss: 0.031198 | Time: 2345.35 ms [2022-03-09 14:57:53 main:574] : INFO : Epoch 2044 | loss: 0.0311768 | val_loss: 0.0311948 | Time: 2247.63 ms [2022-03-09 14:57:56 main:574] : INFO : Epoch 2045 | loss: 0.031178 | val_loss: 0.0311952 | Time: 2472.59 ms [2022-03-09 14:57:58 main:574] : INFO : Epoch 2046 | loss: 0.0311763 | val_loss: 0.0311942 | Time: 2452.86 ms [2022-03-09 14:58:01 main:574] : INFO : Epoch 2047 | loss: 0.0311788 | val_loss: 0.0311928 | Time: 2415 ms [2022-03-09 14:58:03 main:574] : INFO : Epoch 2048 | loss: 0.0311766 | val_loss: 0.0311971 | Time: 2384.66 ms [2022-03-09 14:58:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311971 [2022-03-09 14:58:03 main:603] : INFO : Saving end state to config to file [2022-03-09 14:58:03 main:608] : INFO : Success, exiting.. 14:58:03 (9664): 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)