Task 13241677
| Name | ParityModified-1647043921-18591-1-0_0 |
| Workunit | 10360527 |
| Created | 15 Mar 2022, 18:34:15 UTC |
| Sent | 22 Mar 2022, 2:33:47 UTC |
| Report deadline | 30 Mar 2022, 2:33:47 UTC |
| Received | 22 Mar 2022, 10:33:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20696 |
| Run time | 1 hours 18 min 22 sec |
| CPU time | 1 hours 18 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,074.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0311682 | val_loss: 0.0311767 | Time: 2314.28 ms [2022-03-22 04:12:46 main:574] : INFO : Epoch 1543 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 2381.19 ms [2022-03-22 04:12:49 main:574] : INFO : Epoch 1544 | loss: 0.0311673 | val_loss: 0.031174 | Time: 2376.61 ms [2022-03-22 04:12:51 main:574] : INFO : Epoch 1545 | loss: 0.0311658 | val_loss: 0.0311723 | Time: 2367.86 ms [2022-03-22 04:12:53 main:574] : INFO : Epoch 1546 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 2296.03 ms [2022-03-22 04:12:56 main:574] : INFO : Epoch 1547 | loss: 0.031166 | val_loss: 0.0311806 | Time: 2372.74 ms [2022-03-22 04:12:58 main:574] : INFO : Epoch 1548 | loss: 0.0311666 | val_loss: 0.0311724 | Time: 2299.35 ms [2022-03-22 04:13:00 main:574] : INFO : Epoch 1549 | loss: 0.0311744 | val_loss: 0.0311789 | Time: 2315.91 ms [2022-03-22 04:13:03 main:574] : INFO : Epoch 1550 | loss: 0.0311699 | val_loss: 0.031177 | Time: 2356.01 ms [2022-03-22 04:13:05 main:574] : INFO : Epoch 1551 | loss: 0.0311696 | val_loss: 0.0311757 | Time: 2327.09 ms [2022-03-22 04:13:07 main:574] : INFO : Epoch 1552 | loss: 0.031169 | val_loss: 0.0311745 | Time: 2308.32 ms [2022-03-22 04:13:10 main:574] : INFO : Epoch 1553 | loss: 0.0311652 | val_loss: 0.0311758 | Time: 2350.13 ms [2022-03-22 04:13:12 main:574] : INFO : Epoch 1554 | loss: 0.0311673 | val_loss: 0.0311837 | Time: 2397.69 ms [2022-03-22 04:13:14 main:574] : INFO : Epoch 1555 | loss: 0.0311676 | val_loss: 0.0311859 | Time: 2284.24 ms [2022-03-22 04:13:17 main:574] : INFO : Epoch 1556 | loss: 0.0311703 | val_loss: 0.0311736 | Time: 2341.75 ms [2022-03-22 04:13:19 main:574] : INFO : Epoch 1557 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 2340.87 ms [2022-03-22 04:13:21 main:574] : INFO : Epoch 1558 | loss: 0.0311659 | val_loss: 0.031174 | Time: 2372.13 ms [2022-03-22 04:13:24 main:574] : INFO : Epoch 1559 | loss: 0.0311682 | val_loss: 0.0311741 | Time: 2313.58 ms [2022-03-22 04:13:26 main:574] : INFO : Epoch 1560 | loss: 0.0311691 | val_loss: 0.0311771 | Time: 2353.45 ms [2022-03-22 04:13:28 main:574] : INFO : Epoch 1561 | loss: 0.0311723 | val_loss: 0.031199 | Time: 2363.35 ms [2022-03-22 04:13:31 main:574] : INFO : Epoch 1562 | loss: 0.0311743 | val_loss: 0.0311727 | Time: 2306.47 ms [2022-03-22 04:13:33 main:574] : INFO : Epoch 1563 | loss: 0.0311649 | val_loss: 0.031174 | Time: 2347.21 ms [2022-03-22 04:13:35 main:574] : INFO : Epoch 1564 | loss: 0.0311629 | val_loss: 0.0311817 | Time: 2364.2 ms [2022-03-22 04:13:38 main:574] : INFO : Epoch 1565 | loss: 0.0311656 | val_loss: 0.0311765 | Time: 2317.26 ms [2022-03-22 04:13:40 main:574] : INFO : Epoch 1566 | loss: 0.0311659 | val_loss: 0.0311761 | Time: 2362.13 ms [2022-03-22 04:13:43 main:574] : INFO : Epoch 1567 | loss: 0.0311674 | val_loss: 0.0311943 | Time: 2360.24 ms [2022-03-22 04:13:45 main:574] : INFO : Epoch 1568 | loss: 0.0311743 | val_loss: 0.0311758 | Time: 2374.31 ms [2022-03-22 04:13:47 main:574] : INFO : Epoch 1569 | loss: 0.031163 | val_loss: 0.0311719 | Time: 2347.02 ms [2022-03-22 04:13:50 main:574] : INFO : Epoch 1570 | loss: 0.0311622 | val_loss: 0.0311756 | Time: 2324.55 ms [2022-03-22 04:13:52 main:574] : INFO : Epoch 1571 | loss: 0.0311632 | val_loss: 0.0311764 | Time: 2318.98 ms [2022-03-22 04:13:54 main:574] : INFO : Epoch 1572 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 2325.51 ms [2022-03-22 04:13:57 main:574] : INFO : Epoch 1573 | loss: 0.0311613 | val_loss: 0.0311719 | Time: 2378.78 ms [2022-03-22 04:13:59 main:574] : INFO : Epoch 1574 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 2329.86 ms [2022-03-22 04:14:01 main:574] : INFO : Epoch 1575 | loss: 0.0311627 | val_loss: 0.0311803 | Time: 2369.24 ms [2022-03-22 04:14:04 main:574] : INFO : Epoch 1576 | loss: 0.0311651 | val_loss: 0.0311921 | Time: 2329.89 ms [2022-03-22 04:14:06 main:574] : INFO : Epoch 1577 | loss: 0.0311674 | val_loss: 0.031176 | Time: 2374.13 ms [2022-03-22 04:14:08 main:574] : INFO : Epoch 1578 | loss: 0.0311618 | val_loss: 0.0311728 | Time: 2337.18 ms [2022-03-22 04:14:11 main:574] : INFO : Epoch 1579 | loss: 0.0311631 | val_loss: 0.0311748 | Time: 2336.29 ms [2022-03-22 04:14:13 main:574] : INFO : Epoch 1580 | loss: 0.0311612 | val_loss: 0.0311721 | Time: 2302.61 ms [2022-03-22 04:14:15 main:574] : INFO : Epoch 1581 | loss: 0.0311611 | val_loss: 0.0311766 | Time: 2341.66 ms [2022-03-22 04:14:18 main:574] : INFO : Epoch 1582 | loss: 0.0311605 | val_loss: 0.0311805 | Time: 2322.25 ms [2022-03-22 04:14:20 main:574] : INFO : Epoch 1583 | loss: 0.0311627 | val_loss: 0.0311784 | Time: 2326.85 ms [2022-03-22 04:14:22 main:574] : INFO : Epoch 1584 | loss: 0.0311698 | val_loss: 0.0311706 | Time: 2363.12 ms [2022-03-22 04:14:25 main:574] : INFO : Epoch 1585 | loss: 0.031165 | val_loss: 0.0311719 | Time: 2318.99 ms [2022-03-22 04:14:27 main:574] : INFO : Epoch 1586 | loss: 0.0311567 | val_loss: 0.0311704 | Time: 2328.22 ms [2022-03-22 04:14:29 main:574] : INFO : Epoch 1587 | loss: 0.031159 | val_loss: 0.0311697 | Time: 2299.25 ms [2022-03-22 04:14:32 main:574] : INFO : Epoch 1588 | loss: 0.0311582 | val_loss: 0.0311701 | Time: 2328.28 ms [2022-03-22 04:14:34 main:574] : INFO : Epoch 1589 | loss: 0.0311603 | val_loss: 0.0311764 | Time: 2373.61 ms [2022-03-22 04:14:36 main:574] : INFO : Epoch 1590 | loss: 0.0311591 | val_loss: 0.0311737 | Time: 2338.59 ms [2022-03-22 04:14:39 main:574] : INFO : Epoch 1591 | loss: 0.031159 | val_loss: 0.0311784 | Time: 2322.46 ms [2022-03-22 04:14:41 main:574] : INFO : Epoch 1592 | loss: 0.0311699 | val_loss: 0.0311833 | Time: 2301.02 ms [2022-03-22 04:14:43 main:574] : INFO : Epoch 1593 | loss: 0.0311605 | val_loss: 0.0311722 | Time: 2288.97 ms [2022-03-22 04:14:46 main:574] : INFO : Epoch 1594 | loss: 0.0311576 | val_loss: 0.0311661 | Time: 2329.16 ms [2022-03-22 04:14:48 main:574] : INFO : Epoch 1595 | loss: 0.031164 | val_loss: 0.0312054 | Time: 2330.02 ms [2022-03-22 04:14:50 main:574] : INFO : Epoch 1596 | loss: 0.0311661 | val_loss: 0.0311683 | Time: 2261.96 ms [2022-03-22 04:14:53 main:574] : INFO : Epoch 1597 | loss: 0.0311582 | val_loss: 0.0311764 | Time: 2372.51 ms [2022-03-22 04:14:55 main:574] : INFO : Epoch 1598 | loss: 0.0311583 | val_loss: 0.0311713 | Time: 2334.22 ms [2022-03-22 04:14:57 main:574] : INFO : Epoch 1599 | loss: 0.0311549 | val_loss: 0.0311688 | Time: 2239.08 ms [2022-03-22 04:15:00 main:574] : INFO : Epoch 1600 | loss: 0.0311566 | val_loss: 0.031172 | Time: 2326.73 ms [2022-03-22 04:15:02 main:574] : INFO : Epoch 1601 | loss: 0.0311618 | val_loss: 0.0311681 | Time: 2268.73 ms [2022-03-22 04:15:04 main:574] : INFO : Epoch 1602 | loss: 0.0311553 | val_loss: 0.0311774 | Time: 2314.48 ms [2022-03-22 04:15:07 main:574] : INFO : Epoch 1603 | loss: 0.0311548 | val_loss: 0.0311732 | Time: 2321.18 ms [2022-03-22 04:15:09 main:574] : INFO : Epoch 1604 | loss: 0.0311581 | val_loss: 0.0311832 | Time: 2302.01 ms [2022-03-22 04:15:11 main:574] : INFO : Epoch 1605 | loss: 0.031163 | val_loss: 0.0311669 | Time: 2325.58 ms [2022-03-22 04:15:14 main:574] : INFO : Epoch 1606 | loss: 0.0311615 | val_loss: 0.0311691 | Time: 2343.14 ms [2022-03-22 04:15:16 main:574] : INFO : Epoch 1607 | loss: 0.0311531 | val_loss: 0.0311675 | Time: 2317.98 ms [2022-03-22 04:15:18 main:574] : INFO : Epoch 1608 | loss: 0.0311527 | val_loss: 0.0311718 | Time: 2347.82 ms [2022-03-22 04:15:21 main:574] : INFO : Epoch 1609 | loss: 0.0311621 | val_loss: 0.0311809 | Time: 2347.5 ms [2022-03-22 04:15:23 main:574] : INFO : Epoch 1610 | loss: 0.0311571 | val_loss: 0.031166 | Time: 2322.2 ms [2022-03-22 04:15:25 main:574] : INFO : Epoch 1611 | loss: 0.0311516 | val_loss: 0.0311743 | Time: 2313.35 ms [2022-03-22 04:15:28 main:574] : INFO : Epoch 1612 | loss: 0.0311568 | val_loss: 0.0311724 | Time: 2312.64 ms [2022-03-22 04:15:30 main:574] : INFO : Epoch 1613 | loss: 0.0311579 | val_loss: 0.0311797 | Time: 2290.5 ms [2022-03-22 04:15:32 main:574] : INFO : Epoch 1614 | loss: 0.0311544 | val_loss: 0.031169 | Time: 2348.04 ms [2022-03-22 04:15:35 main:574] : INFO : Epoch 1615 | loss: 0.0311558 | val_loss: 0.031179 | Time: 2337.16 ms [2022-03-22 04:15:37 main:574] : INFO : Epoch 1616 | loss: 0.0311622 | val_loss: 0.0311664 | Time: 2332.83 ms [2022-03-22 04:15:39 main:574] : INFO : Epoch 1617 | loss: 0.0311626 | val_loss: 0.0311763 | Time: 2357.91 ms [2022-03-22 04:15:41 main:574] : INFO : Epoch 1618 | loss: 0.031155 | val_loss: 0.0311674 | Time: 2272.48 ms [2022-03-22 04:15:44 main:574] : INFO : Epoch 1619 | loss: 0.0311516 | val_loss: 0.0311674 | Time: 2248.93 ms [2022-03-22 04:15:46 main:574] : INFO : Epoch 1620 | loss: 0.0311509 | val_loss: 0.0311723 | Time: 2290.49 ms [2022-03-22 04:15:48 main:574] : INFO : Epoch 1621 | loss: 0.0311523 | val_loss: 0.0311658 | Time: 2329.74 ms [2022-03-22 04:15:51 main:574] : INFO : Epoch 1622 | loss: 0.0311519 | val_loss: 0.0311698 | Time: 2335.18 ms [2022-03-22 04:15:53 main:574] : INFO : Epoch 1623 | loss: 0.0311534 | val_loss: 0.0311679 | Time: 2396.34 ms [2022-03-22 04:15:55 main:574] : INFO : Epoch 1624 | loss: 0.0311491 | val_loss: 0.0311683 | Time: 2368.67 ms [2022-03-22 04:15:58 main:574] : INFO : Epoch 1625 | loss: 0.0311508 | val_loss: 0.0311665 | Time: 2392.98 ms [2022-03-22 04:16:00 main:574] : INFO : Epoch 1626 | loss: 0.0311505 | val_loss: 0.0311661 | Time: 2367.71 ms [2022-03-22 04:16:03 main:574] : INFO : Epoch 1627 | loss: 0.0311488 | val_loss: 0.0311618 | Time: 2374.15 ms [2022-03-22 04:16:05 main:574] : INFO : Epoch 1628 | loss: 0.0311475 | val_loss: 0.0311615 | Time: 2276.84 ms [2022-03-22 04:16:07 main:574] : INFO : Epoch 1629 | loss: 0.031146 | val_loss: 0.0311647 | Time: 2291.89 ms [2022-03-22 04:16:10 main:574] : INFO : Epoch 1630 | loss: 0.0311485 | val_loss: 0.031163 | Time: 2318.17 ms [2022-03-22 04:16:12 main:574] : INFO : Epoch 1631 | loss: 0.0311481 | val_loss: 0.0311692 | Time: 2309.42 ms [2022-03-22 04:16:14 main:574] : INFO : Epoch 1632 | loss: 0.0311543 | val_loss: 0.0311673 | Time: 2335.18 ms [2022-03-22 04:16:17 main:574] : INFO : Epoch 1633 | loss: 0.0311475 | val_loss: 0.0311647 | Time: 2318.82 ms [2022-03-22 04:16:19 main:574] : INFO : Epoch 1634 | loss: 0.0311475 | val_loss: 0.031164 | Time: 2342.37 ms [2022-03-22 04:16:21 main:574] : INFO : Epoch 1635 | loss: 0.0311477 | val_loss: 0.0311646 | Time: 2313.62 ms [2022-03-22 04:16:24 main:574] : INFO : Epoch 1636 | loss: 0.0311464 | val_loss: 0.0311636 | Time: 2301.79 ms [2022-03-22 04:16:26 main:574] : INFO : Epoch 1637 | loss: 0.0311486 | val_loss: 0.0311677 | Time: 2306.43 ms [2022-03-22 04:16:28 main:574] : INFO : Epoch 1638 | loss: 0.0311457 | val_loss: 0.0311626 | Time: 2307.79 ms [2022-03-22 04:16:30 main:574] : INFO : Epoch 1639 | loss: 0.0311459 | val_loss: 0.0311659 | Time: 2248.97 ms [2022-03-22 04:16:33 main:574] : INFO : Epoch 1640 | loss: 0.0311466 | val_loss: 0.0311642 | Time: 2353.55 ms [2022-03-22 04:16:35 main:574] : INFO : Epoch 1641 | loss: 0.0311497 | val_loss: 0.031165 | Time: 2343.87 ms [2022-03-22 04:16:37 main:574] : INFO : Epoch 1642 | loss: 0.0311529 | val_loss: 0.0311607 | Time: 2333.46 ms [2022-03-22 04:16:40 main:574] : INFO : Epoch 1643 | loss: 0.0311441 | val_loss: 0.0311631 | Time: 2351.43 ms [2022-03-22 04:16:42 main:574] : INFO : Epoch 1644 | loss: 0.0311437 | val_loss: 0.0311613 | Time: 2350.1 ms [2022-03-22 04:16:44 main:574] : INFO : Epoch 1645 | loss: 0.0311421 | val_loss: 0.0311645 | Time: 2282.27 ms [2022-03-22 04:16:47 main:574] : INFO : Epoch 1646 | loss: 0.0311409 | val_loss: 0.031166 | Time: 2291.42 ms [2022-03-22 04:16:49 main:574] : INFO : Epoch 1647 | loss: 0.0311453 | val_loss: 0.0311631 | Time: 2282.86 ms [2022-03-22 04:16:51 main:574] : INFO : Epoch 1648 | loss: 0.0311429 | val_loss: 0.0311629 | Time: 2311.69 ms [2022-03-22 04:16:54 main:574] : INFO : Epoch 1649 | loss: 0.0311471 | val_loss: 0.0311623 | Time: 2259 ms [2022-03-22 04:16:56 main:574] : INFO : Epoch 1650 | loss: 0.0311492 | val_loss: 0.0311839 | Time: 2318.06 ms [2022-03-22 04:16:58 main:574] : INFO : Epoch 1651 | loss: 0.0311524 | val_loss: 0.0311709 | Time: 2310.45 ms [2022-03-22 04:17:01 main:574] : INFO : Epoch 1652 | loss: 0.0311453 | val_loss: 0.0311619 | Time: 2308.44 ms [2022-03-22 04:17:03 main:574] : INFO : Epoch 1653 | loss: 0.0311449 | val_loss: 0.0311697 | Time: 2259.48 ms [2022-03-22 04:17:05 main:574] : INFO : Epoch 1654 | loss: 0.0311474 | val_loss: 0.0311578 | Time: 2343.68 ms [2022-03-22 04:17:07 main:574] : INFO : Epoch 1655 | loss: 0.0311419 | val_loss: 0.0311746 | Time: 2292.53 ms [2022-03-22 04:17:10 main:574] : INFO : Epoch 1656 | loss: 0.0311431 | val_loss: 0.0311629 | Time: 2299.71 ms [2022-03-22 04:17:12 main:574] : INFO : Epoch 1657 | loss: 0.0311416 | val_loss: 0.0311548 | Time: 2335.67 ms [2022-03-22 04:17:14 main:574] : INFO : Epoch 1658 | loss: 0.031143 | val_loss: 0.031161 | Time: 2310.93 ms [2022-03-22 04:17:17 main:574] : INFO : Epoch 1659 | loss: 0.0311417 | val_loss: 0.0311707 | Time: 2272.98 ms [2022-03-22 04:17:19 main:574] : INFO : Epoch 1660 | loss: 0.0311441 | val_loss: 0.0311575 | Time: 2287.98 ms [2022-03-22 04:17:21 main:574] : INFO : Epoch 1661 | loss: 0.0311393 | val_loss: 0.0311677 | Time: 2347.27 ms [2022-03-22 04:17:24 main:574] : INFO : Epoch 1662 | loss: 0.0311399 | val_loss: 0.0311587 | Time: 2325.01 ms [2022-03-22 04:17:26 main:574] : INFO : Epoch 1663 | loss: 0.0311365 | val_loss: 0.0311564 | Time: 2334.23 ms [2022-03-22 04:17:28 main:574] : INFO : Epoch 1664 | loss: 0.0311374 | val_loss: 0.0311553 | Time: 2300.76 ms [2022-03-22 04:17:31 main:574] : INFO : Epoch 1665 | loss: 0.0311384 | val_loss: 0.0311719 | Time: 2314.47 ms [2022-03-22 04:17:33 main:574] : INFO : Epoch 1666 | loss: 0.0311476 | val_loss: 0.0311596 | Time: 2300.39 ms [2022-03-22 04:17:35 main:574] : INFO : Epoch 1667 | loss: 0.0311387 | val_loss: 0.0311633 | Time: 2270.64 ms [2022-03-22 04:17:37 main:574] : INFO : Epoch 1668 | loss: 0.0311361 | val_loss: 0.0311552 | Time: 2249.07 ms [2022-03-22 04:17:40 main:574] : INFO : Epoch 1669 | loss: 0.0311351 | val_loss: 0.0311543 | Time: 2318.88 ms [2022-03-22 04:17:42 main:574] : INFO : Epoch 1670 | loss: 0.0311376 | val_loss: 0.0311499 | Time: 2363.27 ms [2022-03-22 04:17:44 main:574] : INFO : Epoch 1671 | loss: 0.0311413 | val_loss: 0.0311572 | Time: 2315.43 ms [2022-03-22 04:17:47 main:574] : INFO : Epoch 1672 | loss: 0.0311416 | val_loss: 0.0311553 | Time: 2348.25 ms [2022-03-22 04:17:49 main:574] : INFO : Epoch 1673 | loss: 0.0311419 | val_loss: 0.0311598 | Time: 2336.48 ms [2022-03-22 04:17:52 main:574] : INFO : Epoch 1674 | loss: 0.0311444 | val_loss: 0.0311827 | Time: 2356.07 ms [2022-03-22 04:17:54 main:574] : INFO : Epoch 1675 | loss: 0.0311458 | val_loss: 0.0311595 | Time: 2292.89 ms [2022-03-22 04:17:56 main:574] : INFO : Epoch 1676 | loss: 0.0311382 | val_loss: 0.0311546 | Time: 2346.62 ms [2022-03-22 04:17:59 main:574] : INFO : Epoch 1677 | loss: 0.0311393 | val_loss: 0.0311523 | Time: 2313.81 ms [2022-03-22 04:18:01 main:574] : INFO : Epoch 1678 | loss: 0.0311392 | val_loss: 0.0311577 | Time: 2324.63 ms [2022-03-22 04:18:03 main:574] : INFO : Epoch 1679 | loss: 0.0311403 | val_loss: 0.0311517 | Time: 2354.24 ms [2022-03-22 04:18:06 main:574] : INFO : Epoch 1680 | loss: 0.0311399 | val_loss: 0.0311562 | Time: 2311.27 ms [2022-03-22 04:18:08 main:574] : INFO : Epoch 1681 | loss: 0.0311394 | val_loss: 0.0311566 | Time: 2322.14 ms [2022-03-22 04:18:10 main:574] : INFO : Epoch 1682 | loss: 0.0311357 | val_loss: 0.0311547 | Time: 2377.65 ms [2022-03-22 04:18:13 main:574] : INFO : Epoch 1683 | loss: 0.0311351 | val_loss: 0.0311626 | Time: 2346.22 ms [2022-03-22 04:18:15 main:574] : INFO : Epoch 1684 | loss: 0.0311363 | val_loss: 0.0311596 | Time: 2333.65 ms [2022-03-22 04:18:17 main:574] : INFO : Epoch 1685 | loss: 0.0311385 | val_loss: 0.0311511 | Time: 2310.81 ms [2022-03-22 04:18:20 main:574] : INFO : Epoch 1686 | loss: 0.0311357 | val_loss: 0.0311501 | Time: 2353.98 ms [2022-03-22 04:18:22 main:574] : INFO : Epoch 1687 | loss: 0.0311312 | val_loss: 0.0311568 | Time: 2284.16 ms [2022-03-22 04:18:24 main:574] : INFO : Epoch 1688 | loss: 0.0311315 | val_loss: 0.0311519 | Time: 2319.23 ms [2022-03-22 04:18:27 main:574] : INFO : Epoch 1689 | loss: 0.0311358 | val_loss: 0.0311595 | Time: 2322.54 ms [2022-03-22 04:18:29 main:574] : INFO : Epoch 1690 | loss: 0.0311426 | val_loss: 0.0311764 | Time: 2319.54 ms [2022-03-22 04:18:31 main:574] : INFO : Epoch 1691 | loss: 0.0311416 | val_loss: 0.0311525 | Time: 2333.12 ms [2022-03-22 04:18:34 main:574] : INFO : Epoch 1692 | loss: 0.0311365 | val_loss: 0.0311552 | Time: 2329.93 ms [2022-03-22 04:18:36 main:574] : INFO : Epoch 1693 | loss: 0.0311405 | val_loss: 0.0311526 | Time: 2288.82 ms [2022-03-22 04:18:38 main:574] : INFO : Epoch 1694 | loss: 0.0311375 | val_loss: 0.0311512 | Time: 2295.47 ms [2022-03-22 04:18:40 main:574] : INFO : Epoch 1695 | loss: 0.0311351 | val_loss: 0.0311531 | Time: 2311.54 ms [2022-03-22 04:18:43 main:574] : INFO : Epoch 1696 | loss: 0.0311339 | val_loss: 0.0311522 | Time: 2344.8 ms [2022-03-22 04:18:45 main:574] : INFO : Epoch 1697 | loss: 0.0311306 | val_loss: 0.0311483 | Time: 2344.05 ms [2022-03-22 04:18:47 main:574] : INFO : Epoch 1698 | loss: 0.0311302 | val_loss: 0.0311487 | Time: 2306.89 ms [2022-03-22 04:18:50 main:574] : INFO : Epoch 1699 | loss: 0.0311292 | val_loss: 0.0311504 | Time: 2289.56 ms [2022-03-22 04:18:52 main:574] : INFO : Epoch 1700 | loss: 0.0311297 | val_loss: 0.0311545 | Time: 2344.13 ms [2022-03-22 04:18:54 main:574] : INFO : Epoch 1701 | loss: 0.0311331 | val_loss: 0.0311515 | Time: 2280.15 ms [2022-03-22 04:18:57 main:574] : INFO : Epoch 1702 | loss: 0.0311339 | val_loss: 0.0311714 | Time: 2287.77 ms [2022-03-22 04:18:59 main:574] : INFO : Epoch 1703 | loss: 0.0311425 | val_loss: 0.03115 | Time: 2316.92 ms [2022-03-22 04:19:01 main:574] : INFO : Epoch 1704 | loss: 0.0311341 | val_loss: 0.0311538 | Time: 2340.08 ms [2022-03-22 04:19:04 main:574] : INFO : Epoch 1705 | loss: 0.0311313 | val_loss: 0.0311621 | Time: 2338.04 ms [2022-03-22 04:19:06 main:574] : INFO : Epoch 1706 | loss: 0.0311312 | val_loss: 0.0311548 | Time: 2330.72 ms [2022-03-22 04:19:08 main:574] : INFO : Epoch 1707 | loss: 0.0311303 | val_loss: 0.031153 | Time: 2336.52 ms [2022-03-22 04:19:11 main:574] : INFO : Epoch 1708 | loss: 0.0311312 | val_loss: 0.0311534 | Time: 2326.38 ms [2022-03-22 04:19:13 main:574] : INFO : Epoch 1709 | loss: 0.0311293 | val_loss: 0.0311525 | Time: 2315.15 ms [2022-03-22 04:19:15 main:574] : INFO : Epoch 1710 | loss: 0.0311292 | val_loss: 0.031154 | Time: 2330.75 ms [2022-03-22 04:19:18 main:574] : INFO : Epoch 1711 | loss: 0.0311342 | val_loss: 0.0311533 | Time: 2366.94 ms [2022-03-22 04:19:20 main:574] : INFO : Epoch 1712 | loss: 0.0311312 | val_loss: 0.0311511 | Time: 2347.58 ms [2022-03-22 04:19:22 main:574] : INFO : Epoch 1713 | loss: 0.0311287 | val_loss: 0.031154 | Time: 2271.93 ms [2022-03-22 04:19:25 main:574] : INFO : Epoch 1714 | loss: 0.0311361 | val_loss: 0.0311665 | Time: 2258.58 ms [2022-03-22 04:19:27 main:574] : INFO : Epoch 1715 | loss: 0.031135 | val_loss: 0.031152 | Time: 2346.01 ms [2022-03-22 04:19:29 main:574] : INFO : Epoch 1716 | loss: 0.0311287 | val_loss: 0.0311488 | Time: 2352.49 ms [2022-03-22 04:19:32 main:574] : INFO : Epoch 1717 | loss: 0.0311261 | val_loss: 0.0311519 | Time: 2294.94 ms [2022-03-22 04:19:34 main:574] : INFO : Epoch 1718 | loss: 0.0311284 | val_loss: 0.0311503 | Time: 2346.34 ms [2022-03-22 04:19:36 main:574] : INFO : Epoch 1719 | loss: 0.0311262 | val_loss: 0.0311572 | Time: 2290.98 ms [2022-03-22 04:19:39 main:574] : INFO : Epoch 1720 | loss: 0.0311287 | val_loss: 0.0311514 | Time: 2335.83 ms [2022-03-22 04:19:41 main:574] : INFO : Epoch 1721 | loss: 0.0311285 | val_loss: 0.0311524 | Time: 2267.49 ms [2022-03-22 04:19:43 main:574] : INFO : Epoch 1722 | loss: 0.0311274 | val_loss: 0.0311482 | Time: 2320.91 ms [2022-03-22 04:19:46 main:574] : INFO : Epoch 1723 | loss: 0.0311259 | val_loss: 0.0311478 | Time: 2329.69 ms [2022-03-22 04:19:48 main:574] : INFO : Epoch 1724 | loss: 0.0311278 | val_loss: 0.0311533 | Time: 2246.84 ms [2022-03-22 04:19:50 main:574] : INFO : Epoch 1725 | loss: 0.0311307 | val_loss: 0.0311517 | Time: 2331.8 ms [2022-03-22 04:19:52 main:574] : INFO : Epoch 1726 | loss: 0.0311289 | val_loss: 0.031152 | Time: 2328.81 ms [2022-03-22 04:19:55 main:574] : INFO : Epoch 1727 | loss: 0.0311291 | val_loss: 0.0311514 | Time: 2327.77 ms [2022-03-22 04:19:57 main:574] : INFO : Epoch 1728 | loss: 0.0311289 | val_loss: 0.0311534 | Time: 2377.53 ms [2022-03-22 04:19:59 main:574] : INFO : Epoch 1729 | loss: 0.0311335 | val_loss: 0.0311515 | Time: 2270.14 ms [2022-03-22 04:20:02 main:574] : INFO : Epoch 1730 | loss: 0.0311296 | val_loss: 0.0311516 | Time: 2326.78 ms [2022-03-22 04:20:04 main:574] : INFO : Epoch 1731 | loss: 0.0311332 | val_loss: 0.0311587 | Time: 2344.81 ms [2022-03-22 04:20:07 main:574] : INFO : Epoch 1732 | loss: 0.0311295 | val_loss: 0.0311484 | Time: 2333.48 ms [2022-03-22 04:20:09 main:574] : INFO : Epoch 1733 | loss: 0.0311327 | val_loss: 0.0311528 | Time: 2309.39 ms [2022-03-22 04:20:11 main:574] : INFO : Epoch 1734 | loss: 0.0311302 | val_loss: 0.0311533 | Time: 2326.45 ms [2022-03-22 04:20:13 main:574] : INFO : Epoch 1735 | loss: 0.0311277 | val_loss: 0.0311607 | Time: 2317.17 ms [2022-03-22 04:20:16 main:574] : INFO : Epoch 1736 | loss: 0.0311284 | val_loss: 0.0311498 | Time: 2343.11 ms [2022-03-22 04:20:18 main:574] : INFO : Epoch 1737 | loss: 0.0311242 | val_loss: 0.0311521 | Time: 2320.49 ms [2022-03-22 04:20:20 main:574] : INFO : Epoch 1738 | loss: 0.0311244 | val_loss: 0.0311523 | Time: 2254.79 ms [2022-03-22 04:20:23 main:574] : INFO : Epoch 1739 | loss: 0.0311268 | val_loss: 0.031153 | Time: 2360.83 ms [2022-03-22 04:20:25 main:574] : INFO : Epoch 1740 | loss: 0.0311232 | val_loss: 0.0311492 | Time: 2356.74 ms [2022-03-22 04:20:27 main:574] : INFO : Epoch 1741 | loss: 0.0311286 | val_loss: 0.031151 | Time: 2347.06 ms [2022-03-22 04:20:30 main:574] : INFO : Epoch 1742 | loss: 0.0311277 | val_loss: 0.031149 | Time: 2363.75 ms [2022-03-22 04:20:32 main:574] : INFO : Epoch 1743 | loss: 0.0311241 | val_loss: 0.0311533 | Time: 2334.7 ms [2022-03-22 04:20:35 main:574] : INFO : Epoch 1744 | loss: 0.0311256 | val_loss: 0.031151 | Time: 2299.02 ms [2022-03-22 04:20:37 main:574] : INFO : Epoch 1745 | loss: 0.0311247 | val_loss: 0.0311573 | Time: 2351.85 ms [2022-03-22 04:20:39 main:574] : INFO : Epoch 1746 | loss: 0.031126 | val_loss: 0.0311489 | Time: 2335.91 ms [2022-03-22 04:20:42 main:574] : INFO : Epoch 1747 | loss: 0.0311269 | val_loss: 0.0311532 | Time: 2351.15 ms [2022-03-22 04:20:44 main:574] : INFO : Epoch 1748 | loss: 0.0311227 | val_loss: 0.0311514 | Time: 2310.84 ms [2022-03-22 04:20:46 main:574] : INFO : Epoch 1749 | loss: 0.0311247 | val_loss: 0.0311508 | Time: 2332.75 ms [2022-03-22 04:20:49 main:574] : INFO : Epoch 1750 | loss: 0.031133 | val_loss: 0.0311544 | Time: 2318.81 ms [2022-03-22 04:20:51 main:574] : INFO : Epoch 1751 | loss: 0.0311328 | val_loss: 0.0311527 | Time: 2322.61 ms [2022-03-22 04:20:53 main:574] : INFO : Epoch 1752 | loss: 0.031137 | val_loss: 0.0311579 | Time: 2348.3 ms [2022-03-22 04:20:56 main:574] : INFO : Epoch 1753 | loss: 0.0311313 | val_loss: 0.031148 | Time: 2339.38 ms [2022-03-22 04:20:58 main:574] : INFO : Epoch 1754 | loss: 0.031126 | val_loss: 0.0311528 | Time: 2338.89 ms [2022-03-22 04:21:00 main:574] : INFO : Epoch 1755 | loss: 0.0311323 | val_loss: 0.0311622 | Time: 2324.22 ms [2022-03-22 04:21:03 main:574] : INFO : Epoch 1756 | loss: 0.0311338 | val_loss: 0.0311531 | Time: 2291 ms [2022-03-22 04:21:05 main:574] : INFO : Epoch 1757 | loss: 0.0311379 | val_loss: 0.0311625 | Time: 2304.4 ms [2022-03-22 04:21:07 main:574] : INFO : Epoch 1758 | loss: 0.0311266 | val_loss: 0.0311554 | Time: 2312.9 ms [2022-03-22 04:21:09 main:574] : INFO : Epoch 1759 | loss: 0.0311258 | val_loss: 0.0311481 | Time: 2326.24 ms [2022-03-22 04:21:12 main:574] : INFO : Epoch 1760 | loss: 0.0311236 | val_loss: 0.0311493 | Time: 2343.31 ms [2022-03-22 04:21:14 main:574] : INFO : Epoch 1761 | loss: 0.031126 | val_loss: 0.031148 | Time: 2311.21 ms [2022-03-22 04:21:17 main:574] : INFO : Epoch 1762 | loss: 0.031122 | val_loss: 0.0311522 | Time: 2350.88 ms [2022-03-22 04:21:19 main:574] : INFO : Epoch 1763 | loss: 0.0311241 | val_loss: 0.0311568 | Time: 2345.23 ms [2022-03-22 04:21:21 main:574] : INFO : Epoch 1764 | loss: 0.0311227 | val_loss: 0.0311515 | Time: 2296.5 ms [2022-03-22 04:21:24 main:574] : INFO : Epoch 1765 | loss: 0.0311236 | val_loss: 0.0311504 | Time: 2337.37 ms [2022-03-22 04:21:26 main:574] : INFO : Epoch 1766 | loss: 0.0311244 | val_loss: 0.0311556 | Time: 2300.26 ms [2022-03-22 04:21:28 main:574] : INFO : Epoch 1767 | loss: 0.0311247 | val_loss: 0.0311649 | Time: 2365.59 ms [2022-03-22 04:21:30 main:574] : INFO : Epoch 1768 | loss: 0.0311293 | val_loss: 0.0311497 | Time: 2266.68 ms [2022-03-22 04:21:33 main:574] : INFO : Epoch 1769 | loss: 0.031127 | val_loss: 0.031152 | Time: 2318.1 ms [2022-03-22 04:21:35 main:574] : INFO : Epoch 1770 | loss: 0.0311234 | val_loss: 0.0311504 | Time: 2302.89 ms [2022-03-22 04:21:37 main:574] : INFO : Epoch 1771 | loss: 0.0311227 | val_loss: 0.031148 | Time: 2327.84 ms [2022-03-22 04:21:40 main:574] : INFO : Epoch 1772 | loss: 0.0311275 | val_loss: 0.0311549 | Time: 2324.85 ms [2022-03-22 04:21:42 main:574] : INFO : Epoch 1773 | loss: 0.031129 | val_loss: 0.0311498 | Time: 2317.38 ms [2022-03-22 04:21:44 main:574] : INFO : Epoch 1774 | loss: 0.0311251 | val_loss: 0.0311503 | Time: 2335.22 ms [2022-03-22 04:21:47 main:574] : INFO : Epoch 1775 | loss: 0.0311251 | val_loss: 0.0311497 | Time: 2328.07 ms [2022-03-22 04:21:49 main:574] : INFO : Epoch 1776 | loss: 0.0311277 | val_loss: 0.0311611 | Time: 2323.54 ms [2022-03-22 04:21:51 main:574] : INFO : Epoch 1777 | loss: 0.0311258 | val_loss: 0.0311578 | Time: 2326.84 ms [2022-03-22 04:21:54 main:574] : INFO : Epoch 1778 | loss: 0.0311238 | val_loss: 0.0311521 | Time: 2279.29 ms [2022-03-22 04:21:56 main:574] : INFO : Epoch 1779 | loss: 0.0311216 | val_loss: 0.0311514 | Time: 2346.15 ms [2022-03-22 04:21:58 main:574] : INFO : Epoch 1780 | loss: 0.0311239 | val_loss: 0.0311514 | Time: 2330.96 ms [2022-03-22 04:22:01 main:574] : INFO : Epoch 1781 | loss: 0.031122 | val_loss: 0.0311515 | Time: 2275.6 ms [2022-03-22 04:22:03 main:574] : INFO : Epoch 1782 | loss: 0.0311225 | val_loss: 0.031148 | Time: 2287.84 ms [2022-03-22 04:22:05 main:574] : INFO : Epoch 1783 | loss: 0.0311212 | val_loss: 0.0311518 | Time: 2302.77 ms [2022-03-22 04:22:08 main:574] : INFO : Epoch 1784 | loss: 0.0311228 | val_loss: 0.0311514 | Time: 2354.94 ms [2022-03-22 04:22:10 main:574] : INFO : Epoch 1785 | loss: 0.031123 | val_loss: 0.0311555 | Time: 2313.4 ms [2022-03-22 04:22:12 main:574] : INFO : Epoch 1786 | loss: 0.031124 | val_loss: 0.0311498 | Time: 2270.31 ms [2022-03-22 04:22:15 main:574] : INFO : Epoch 1787 | loss: 0.0311208 | val_loss: 0.0311517 | Time: 2338.93 ms [2022-03-22 04:22:17 main:574] : INFO : Epoch 1788 | loss: 0.0311221 | val_loss: 0.0311535 | Time: 2350.68 ms [2022-03-22 04:22:19 main:574] : INFO : Epoch 1789 | loss: 0.0311202 | val_loss: 0.0311509 | Time: 2279.22 ms [2022-03-22 04:22:22 main:574] : INFO : Epoch 1790 | loss: 0.0311195 | val_loss: 0.0311494 | Time: 2323.72 ms [2022-03-22 04:22:24 main:574] : INFO : Epoch 1791 | loss: 0.0311197 | val_loss: 0.0311498 | Time: 2285.97 ms [2022-03-22 04:22:26 main:574] : INFO : Epoch 1792 | loss: 0.0311187 | val_loss: 0.0311547 | Time: 2280.28 ms [2022-03-22 04:22:28 main:574] : INFO : Epoch 1793 | loss: 0.0311194 | val_loss: 0.0311585 | Time: 2287.08 ms [2022-03-22 04:22:31 main:574] : INFO : Epoch 1794 | loss: 0.0311218 | val_loss: 0.0311567 | Time: 2277.06 ms [2022-03-22 04:22:33 main:574] : INFO : Epoch 1795 | loss: 0.0311192 | val_loss: 0.031155 | Time: 2337.25 ms [2022-03-22 04:22:35 main:574] : INFO : Epoch 1796 | loss: 0.0311246 | val_loss: 0.0311662 | Time: 2326.63 ms [2022-03-22 04:22:38 main:574] : INFO : Epoch 1797 | loss: 0.0311261 | val_loss: 0.0311544 | Time: 2301.98 ms [2022-03-22 04:22:40 main:574] : INFO : Epoch 1798 | loss: 0.0311205 | val_loss: 0.0311601 | Time: 2325.22 ms [2022-03-22 04:22:42 main:574] : INFO : Epoch 1799 | loss: 0.0311184 | val_loss: 0.0311532 | Time: 2250.47 ms [2022-03-22 04:22:45 main:574] : INFO : Epoch 1800 | loss: 0.0311196 | val_loss: 0.0311598 | Time: 2336.21 ms [2022-03-22 04:22:47 main:574] : INFO : Epoch 1801 | loss: 0.0311272 | val_loss: 0.0311569 | Time: 2339 ms [2022-03-22 04:22:49 main:574] : INFO : Epoch 1802 | loss: 0.0311207 | val_loss: 0.0311664 | Time: 2322.26 ms [2022-03-22 04:22:52 main:574] : INFO : Epoch 1803 | loss: 0.0311219 | val_loss: 0.0311534 | Time: 2312.62 ms [2022-03-22 04:22:54 main:574] : INFO : Epoch 1804 | loss: 0.0311197 | val_loss: 0.0311686 | Time: 2382.06 ms [2022-03-22 04:22:56 main:574] : INFO : Epoch 1805 | loss: 0.0311233 | val_loss: 0.0311563 | Time: 2301.26 ms [2022-03-22 04:22:59 main:574] : INFO : Epoch 1806 | loss: 0.0311196 | val_loss: 0.031162 | Time: 2325.91 ms [2022-03-22 04:23:01 main:574] : INFO : Epoch 1807 | loss: 0.0311216 | val_loss: 0.0311485 | Time: 2346.63 ms [2022-03-22 04:23:03 main:574] : INFO : Epoch 1808 | loss: 0.0311179 | val_loss: 0.0311553 | Time: 2364.88 ms [2022-03-22 04:23:06 main:574] : INFO : Epoch 1809 | loss: 0.0311243 | val_loss: 0.031162 | Time: 2285.35 ms [2022-03-22 04:23:08 main:574] : INFO : Epoch 1810 | loss: 0.0311208 | val_loss: 0.0311567 | Time: 2340.91 ms [2022-03-22 04:23:10 main:574] : INFO : Epoch 1811 | loss: 0.0311184 | val_loss: 0.0311582 | Time: 2347.48 ms [2022-03-22 04:23:13 main:574] : INFO : Epoch 1812 | loss: 0.031119 | val_loss: 0.0311567 | Time: 2306.98 ms [2022-03-22 04:23:15 main:574] : INFO : Epoch 1813 | loss: 0.0311306 | val_loss: 0.0311505 | Time: 2327.71 ms [2022-03-22 04:23:17 main:574] : INFO : Epoch 1814 | loss: 0.0311282 | val_loss: 0.0311575 | Time: 2375.39 ms [2022-03-22 04:23:20 main:574] : INFO : Epoch 1815 | loss: 0.0311276 | val_loss: 0.031156 | Time: 2308.76 ms [2022-03-22 04:23:22 main:574] : INFO : Epoch 1816 | loss: 0.0311281 | val_loss: 0.0311489 | Time: 2295.06 ms [2022-03-22 04:23:24 main:574] : INFO : Epoch 1817 | loss: 0.031128 | val_loss: 0.0311538 | Time: 2327.02 ms [2022-03-22 04:23:27 main:574] : INFO : Epoch 1818 | loss: 0.031125 | val_loss: 0.0311497 | Time: 2360.86 ms [2022-03-22 04:23:29 main:574] : INFO : Epoch 1819 | loss: 0.0311294 | val_loss: 0.0311632 | Time: 2350.14 ms [2022-03-22 04:23:31 main:574] : INFO : Epoch 1820 | loss: 0.0311308 | val_loss: 0.0311593 | Time: 2328.91 ms [2022-03-22 04:23:34 main:574] : INFO : Epoch 1821 | loss: 0.0311191 | val_loss: 0.0311525 | Time: 2331.23 ms [2022-03-22 04:23:36 main:574] : INFO : Epoch 1822 | loss: 0.0311209 | val_loss: 0.031161 | Time: 2293.26 ms [2022-03-22 04:23:38 main:574] : INFO : Epoch 1823 | loss: 0.0311239 | val_loss: 0.0311522 | Time: 2364.62 ms [2022-03-22 04:23:41 main:574] : INFO : Epoch 1824 | loss: 0.031119 | val_loss: 0.0311511 | Time: 2281.12 ms [2022-03-22 04:23:43 main:574] : INFO : Epoch 1825 | loss: 0.0311169 | val_loss: 0.0311541 | Time: 2303.42 ms [2022-03-22 04:23:45 main:574] : INFO : Epoch 1826 | loss: 0.0311171 | val_loss: 0.0311563 | Time: 2292.57 ms [2022-03-22 04:23:48 main:574] : INFO : Epoch 1827 | loss: 0.0311162 | val_loss: 0.0311519 | Time: 2350.89 ms [2022-03-22 04:23:50 main:574] : INFO : Epoch 1828 | loss: 0.0311226 | val_loss: 0.031152 | Time: 2344.58 ms [2022-03-22 04:23:52 main:574] : INFO : Epoch 1829 | loss: 0.0311198 | val_loss: 0.0311562 | Time: 2320.06 ms [2022-03-22 04:23:55 main:574] : INFO : Epoch 1830 | loss: 0.0311222 | val_loss: 0.0311516 | Time: 2293.22 ms [2022-03-22 04:23:57 main:574] : INFO : Epoch 1831 | loss: 0.031119 | val_loss: 0.0311483 | Time: 2352.56 ms [2022-03-22 04:23:59 main:574] : INFO : Epoch 1832 | loss: 0.0311172 | val_loss: 0.0311508 | Time: 2338.59 ms [2022-03-22 04:24:02 main:574] : INFO : Epoch 1833 | loss: 0.031119 | val_loss: 0.0311598 | Time: 2304.62 ms [2022-03-22 04:24:04 main:574] : INFO : Epoch 1834 | loss: 0.0311168 | val_loss: 0.0311515 | Time: 2368.41 ms [2022-03-22 04:24:06 main:574] : INFO : Epoch 1835 | loss: 0.0311199 | val_loss: 0.0311533 | Time: 2322.68 ms [2022-03-22 04:24:09 main:574] : INFO : Epoch 1836 | loss: 0.0311196 | val_loss: 0.0311508 | Time: 2346.43 ms [2022-03-22 04:24:11 main:574] : INFO : Epoch 1837 | loss: 0.0311163 | val_loss: 0.0311607 | Time: 2331.84 ms [2022-03-22 04:24:13 main:574] : INFO : Epoch 1838 | loss: 0.0311167 | val_loss: 0.0311585 | Time: 2311.24 ms [2022-03-22 04:24:16 main:574] : INFO : Epoch 1839 | loss: 0.0311159 | val_loss: 0.0311517 | Time: 2343.35 ms [2022-03-22 04:24:18 main:574] : INFO : Epoch 1840 | loss: 0.0311136 | val_loss: 0.0311562 | Time: 2320.8 ms [2022-03-22 04:24:20 main:574] : INFO : Epoch 1841 | loss: 0.0311149 | val_loss: 0.0311648 | Time: 2286.75 ms [2022-03-22 04:24:23 main:574] : INFO : Epoch 1842 | loss: 0.0311161 | val_loss: 0.0311501 | Time: 2359.21 ms [2022-03-22 04:24:25 main:574] : INFO : Epoch 1843 | loss: 0.0311142 | val_loss: 0.0311515 | Time: 2278.63 ms [2022-03-22 04:24:27 main:574] : INFO : Epoch 1844 | loss: 0.0311139 | val_loss: 0.0311564 | Time: 2361.71 ms [2022-03-22 04:24:30 main:574] : INFO : Epoch 1845 | loss: 0.0311163 | val_loss: 0.0311528 | Time: 2365.82 ms [2022-03-22 04:24:32 main:574] : INFO : Epoch 1846 | loss: 0.0311171 | val_loss: 0.0311542 | Time: 2330.9 ms [2022-03-22 04:24:34 main:574] : INFO : Epoch 1847 | loss: 0.0311171 | val_loss: 0.0311504 | Time: 2319.05 ms [2022-03-22 04:24:37 main:574] : INFO : Epoch 1848 | loss: 0.031118 | val_loss: 0.0311567 | Time: 2301.74 ms [2022-03-22 04:24:39 main:574] : INFO : Epoch 1849 | loss: 0.0311177 | val_loss: 0.0311504 | Time: 2328.68 ms [2022-03-22 04:24:41 main:574] : INFO : Epoch 1850 | loss: 0.0311174 | val_loss: 0.0311582 | Time: 2354.89 ms [2022-03-22 04:24:44 main:574] : INFO : Epoch 1851 | loss: 0.0311177 | val_loss: 0.0311506 | Time: 2339.35 ms [2022-03-22 04:24:46 main:574] : INFO : Epoch 1852 | loss: 0.0311152 | val_loss: 0.0311528 | Time: 2378.65 ms [2022-03-22 04:24:48 main:574] : INFO : Epoch 1853 | loss: 0.0311146 | val_loss: 0.0311537 | Time: 2276.73 ms [2022-03-22 04:24:51 main:574] : INFO : Epoch 1854 | loss: 0.0311146 | val_loss: 0.0311587 | Time: 2269.26 ms [2022-03-22 04:24:53 main:574] : INFO : Epoch 1855 | loss: 0.0311158 | val_loss: 0.0311509 | Time: 2354.26 ms [2022-03-22 04:24:55 main:574] : INFO : Epoch 1856 | loss: 0.0311142 | val_loss: 0.0311633 | Time: 2336.29 ms [2022-03-22 04:24:58 main:574] : INFO : Epoch 1857 | loss: 0.0311136 | val_loss: 0.0311561 | Time: 2324.8 ms [2022-03-22 04:25:00 main:574] : INFO : Epoch 1858 | loss: 0.0311115 | val_loss: 0.0311565 | Time: 2345.81 ms [2022-03-22 04:25:02 main:574] : INFO : Epoch 1859 | loss: 0.0311127 | val_loss: 0.0311557 | Time: 2338.37 ms [2022-03-22 04:25:05 main:574] : INFO : Epoch 1860 | loss: 0.0311145 | val_loss: 0.0311575 | Time: 2304 ms [2022-03-22 04:25:07 main:574] : INFO : Epoch 1861 | loss: 0.0311171 | val_loss: 0.0311616 | Time: 2351.1 ms [2022-03-22 04:25:09 main:574] : INFO : Epoch 1862 | loss: 0.0311189 | val_loss: 0.0311593 | Time: 2323.4 ms [2022-03-22 04:25:12 main:574] : INFO : Epoch 1863 | loss: 0.0311188 | val_loss: 0.0311635 | Time: 2361.47 ms [2022-03-22 04:25:14 main:574] : INFO : Epoch 1864 | loss: 0.0311196 | val_loss: 0.0311706 | Time: 2352.82 ms [2022-03-22 04:25:16 main:574] : INFO : Epoch 1865 | loss: 0.0311216 | val_loss: 0.0311581 | Time: 2291.14 ms [2022-03-22 04:25:19 main:574] : INFO : Epoch 1866 | loss: 0.0311132 | val_loss: 0.0311651 | Time: 2361.25 ms [2022-03-22 04:25:21 main:574] : INFO : Epoch 1867 | loss: 0.031113 | val_loss: 0.0311546 | Time: 2336.69 ms [2022-03-22 04:25:23 main:574] : INFO : Epoch 1868 | loss: 0.0311128 | val_loss: 0.0311521 | Time: 2351.69 ms [2022-03-22 04:25:26 main:574] : INFO : Epoch 1869 | loss: 0.0311139 | val_loss: 0.031152 | Time: 2340.23 ms [2022-03-22 04:25:28 main:574] : INFO : Epoch 1870 | loss: 0.0311177 | val_loss: 0.0311523 | Time: 2375.45 ms [2022-03-22 04:25:30 main:574] : INFO : Epoch 1871 | loss: 0.0311279 | val_loss: 0.0311806 | Time: 2315.04 ms [2022-03-22 04:25:33 main:574] : INFO : Epoch 1872 | loss: 0.0311223 | val_loss: 0.0311503 | Time: 2370.56 ms [2022-03-22 04:25:35 main:574] : INFO : Epoch 1873 | loss: 0.0311154 | val_loss: 0.031155 | Time: 2338.17 ms [2022-03-22 04:25:38 main:574] : INFO : Epoch 1874 | loss: 0.0311169 | val_loss: 0.0311532 | Time: 2302.05 ms [2022-03-22 04:25:40 main:574] : INFO : Epoch 1875 | loss: 0.0311155 | val_loss: 0.0311558 | Time: 2275.54 ms [2022-03-22 04:25:42 main:574] : INFO : Epoch 1876 | loss: 0.0311141 | val_loss: 0.0311562 | Time: 2302.49 ms [2022-03-22 04:25:44 main:574] : INFO : Epoch 1877 | loss: 0.0311165 | val_loss: 0.0311689 | Time: 2300.65 ms [2022-03-22 04:25:47 main:574] : INFO : Epoch 1878 | loss: 0.0311226 | val_loss: 0.0311593 | Time: 2354.57 ms [2022-03-22 04:25:49 main:574] : INFO : Epoch 1879 | loss: 0.0311173 | val_loss: 0.0311595 | Time: 2347.34 ms [2022-03-22 04:25:51 main:574] : INFO : Epoch 1880 | loss: 0.0311147 | val_loss: 0.031161 | Time: 2332.89 ms [2022-03-22 04:25:54 main:574] : INFO : Epoch 1881 | loss: 0.0311158 | val_loss: 0.0311572 | Time: 2339.48 ms [2022-03-22 04:25:56 main:574] : INFO : Epoch 1882 | loss: 0.0311148 | val_loss: 0.0311618 | Time: 2319.92 ms [2022-03-22 04:25:58 main:574] : INFO : Epoch 1883 | loss: 0.0311152 | val_loss: 0.0311565 | Time: 2307.26 ms [2022-03-22 04:26:01 main:574] : INFO : Epoch 1884 | loss: 0.0311107 | val_loss: 0.0311538 | Time: 2321.89 ms [2022-03-22 04:26:03 main:574] : INFO : Epoch 1885 | loss: 0.0311117 | val_loss: 0.0311524 | Time: 2298.61 ms [2022-03-22 04:26:05 main:574] : INFO : Epoch 1886 | loss: 0.0311117 | val_loss: 0.0311641 | Time: 2338.5 ms [2022-03-22 04:26:08 main:574] : INFO : Epoch 1887 | loss: 0.0311093 | val_loss: 0.0311611 | Time: 2306.96 ms [2022-03-22 04:26:10 main:574] : INFO : Epoch 1888 | loss: 0.0311134 | val_loss: 0.0311533 | Time: 2342.73 ms [2022-03-22 04:26:12 main:574] : INFO : Epoch 1889 | loss: 0.0311288 | val_loss: 0.0311506 | Time: 2337.55 ms [2022-03-22 04:26:15 main:574] : INFO : Epoch 1890 | loss: 0.031123 | val_loss: 0.0311653 | Time: 2296.96 ms [2022-03-22 04:26:17 main:574] : INFO : Epoch 1891 | loss: 0.0311218 | val_loss: 0.0311573 | Time: 2315.13 ms [2022-03-22 04:26:19 main:574] : INFO : Epoch 1892 | loss: 0.0311156 | val_loss: 0.0311552 | Time: 2306.11 ms [2022-03-22 04:26:22 main:574] : INFO : Epoch 1893 | loss: 0.0311122 | val_loss: 0.0311594 | Time: 2302.6 ms [2022-03-22 04:26:24 main:574] : INFO : Epoch 1894 | loss: 0.0311151 | val_loss: 0.031151 | Time: 2292.79 ms [2022-03-22 04:26:26 main:574] : INFO : Epoch 1895 | loss: 0.0311215 | val_loss: 0.0311525 | Time: 2322.21 ms [2022-03-22 04:26:29 main:574] : INFO : Epoch 1896 | loss: 0.0311169 | val_loss: 0.0311514 | Time: 2323.58 ms [2022-03-22 04:26:31 main:574] : INFO : Epoch 1897 | loss: 0.0311138 | val_loss: 0.0311551 | Time: 2266.14 ms [2022-03-22 04:26:33 main:574] : INFO : Epoch 1898 | loss: 0.031113 | val_loss: 0.0311518 | Time: 2350.07 ms [2022-03-22 04:26:36 main:574] : INFO : Epoch 1899 | loss: 0.0311132 | val_loss: 0.0311531 | Time: 2335.77 ms [2022-03-22 04:26:38 main:574] : INFO : Epoch 1900 | loss: 0.0311112 | val_loss: 0.0311562 | Time: 2337.53 ms [2022-03-22 04:26:40 main:574] : INFO : Epoch 1901 | loss: 0.0311109 | val_loss: 0.0311542 | Time: 2295.9 ms [2022-03-22 04:26:43 main:574] : INFO : Epoch 1902 | loss: 0.0311171 | val_loss: 0.0311595 | Time: 2264.42 ms [2022-03-22 04:26:45 main:574] : INFO : Epoch 1903 | loss: 0.0311152 | val_loss: 0.0311503 | Time: 2303.04 ms [2022-03-22 04:26:47 main:574] : INFO : Epoch 1904 | loss: 0.0311135 | val_loss: 0.0311544 | Time: 2266.15 ms [2022-03-22 04:26:49 main:574] : INFO : Epoch 1905 | loss: 0.0311166 | val_loss: 0.0311572 | Time: 2312.15 ms [2022-03-22 04:26:52 main:574] : INFO : Epoch 1906 | loss: 0.0311143 | val_loss: 0.0311526 | Time: 2289.99 ms [2022-03-22 04:26:54 main:574] : INFO : Epoch 1907 | loss: 0.0311091 | val_loss: 0.0311514 | Time: 2291.07 ms [2022-03-22 04:26:56 main:574] : INFO : Epoch 1908 | loss: 0.031164 | val_loss: 0.0311833 | Time: 2240.7 ms [2022-03-22 04:26:59 main:574] : INFO : Epoch 1909 | loss: 0.0311651 | val_loss: 0.0311699 | Time: 2295.97 ms [2022-03-22 04:27:01 main:574] : INFO : Epoch 1910 | loss: 0.0311558 | val_loss: 0.0311589 | Time: 2317.66 ms [2022-03-22 04:27:03 main:574] : INFO : Epoch 1911 | loss: 0.0311512 | val_loss: 0.0311536 | Time: 2356.77 ms [2022-03-22 04:27:06 main:574] : INFO : Epoch 1912 | loss: 0.0311444 | val_loss: 0.0311573 | Time: 2313.01 ms [2022-03-22 04:27:08 main:574] : INFO : Epoch 1913 | loss: 0.0311363 | val_loss: 0.0311581 | Time: 2356.35 ms [2022-03-22 04:27:10 main:574] : INFO : Epoch 1914 | loss: 0.0311325 | val_loss: 0.0311539 | Time: 2242.72 ms [2022-03-22 04:27:12 main:574] : INFO : Epoch 1915 | loss: 0.0311325 | val_loss: 0.0311547 | Time: 2281.37 ms [2022-03-22 04:27:15 main:574] : INFO : Epoch 1916 | loss: 0.0311284 | val_loss: 0.0311523 | Time: 2336.27 ms [2022-03-22 04:27:17 main:574] : INFO : Epoch 1917 | loss: 0.0311284 | val_loss: 0.0311489 | Time: 2316.45 ms [2022-03-22 04:27:19 main:574] : INFO : Epoch 1918 | loss: 0.0311301 | val_loss: 0.0311603 | Time: 2307.34 ms [2022-03-22 04:27:22 main:574] : INFO : Epoch 1919 | loss: 0.0311268 | val_loss: 0.0311611 | Time: 2304.24 ms [2022-03-22 04:27:24 main:574] : INFO : Epoch 1920 | loss: 0.0311252 | val_loss: 0.0311483 | Time: 2304.23 ms [2022-03-22 04:27:26 main:574] : INFO : Epoch 1921 | loss: 0.0311221 | val_loss: 0.0311484 | Time: 2287.34 ms [2022-03-22 04:27:29 main:574] : INFO : Epoch 1922 | loss: 0.0311184 | val_loss: 0.0311491 | Time: 2355.32 ms [2022-03-22 04:27:31 main:574] : INFO : Epoch 1923 | loss: 0.0311203 | val_loss: 0.0311505 | Time: 2282.85 ms [2022-03-22 04:27:33 main:574] : INFO : Epoch 1924 | loss: 0.0311241 | val_loss: 0.0311549 | Time: 2267.13 ms [2022-03-22 04:27:36 main:574] : INFO : Epoch 1925 | loss: 0.0311215 | val_loss: 0.0311513 | Time: 2342.85 ms [2022-03-22 04:27:38 main:574] : INFO : Epoch 1926 | loss: 0.031119 | val_loss: 0.0311539 | Time: 2293.17 ms [2022-03-22 04:27:40 main:574] : INFO : Epoch 1927 | loss: 0.0311199 | val_loss: 0.0311577 | Time: 2335.02 ms [2022-03-22 04:27:43 main:574] : INFO : Epoch 1928 | loss: 0.0311224 | val_loss: 0.0311631 | Time: 2349.45 ms [2022-03-22 04:27:45 main:574] : INFO : Epoch 1929 | loss: 0.0311203 | val_loss: 0.031153 | Time: 2330.61 ms [2022-03-22 04:27:47 main:574] : INFO : Epoch 1930 | loss: 0.0311183 | val_loss: 0.0311602 | Time: 2295.59 ms [2022-03-22 04:27:50 main:574] : INFO : Epoch 1931 | loss: 0.0311237 | val_loss: 0.0311591 | Time: 2319.3 ms [2022-03-22 04:27:52 main:574] : INFO : Epoch 1932 | loss: 0.0311224 | val_loss: 0.0311528 | Time: 2299.92 ms [2022-03-22 04:27:54 main:574] : INFO : Epoch 1933 | loss: 0.0311173 | val_loss: 0.0311541 | Time: 2301.22 ms [2022-03-22 04:27:57 main:574] : INFO : Epoch 1934 | loss: 0.0311204 | val_loss: 0.0311566 | Time: 2347.52 ms [2022-03-22 04:27:59 main:574] : INFO : Epoch 1935 | loss: 0.0311187 | val_loss: 0.0311576 | Time: 2286.99 ms [2022-03-22 04:28:01 main:574] : INFO : Epoch 1936 | loss: 0.0311179 | val_loss: 0.0311536 | Time: 2326.62 ms [2022-03-22 04:28:03 main:574] : INFO : Epoch 1937 | loss: 0.031115 | val_loss: 0.0311557 | Time: 2323.84 ms [2022-03-22 04:28:06 main:574] : INFO : Epoch 1938 | loss: 0.0311133 | val_loss: 0.0311601 | Time: 2312.31 ms [2022-03-22 04:28:08 main:574] : INFO : Epoch 1939 | loss: 0.0311183 | val_loss: 0.0311613 | Time: 2292.31 ms [2022-03-22 04:28:10 main:574] : INFO : Epoch 1940 | loss: 0.0311192 | val_loss: 0.0311599 | Time: 2318.92 ms [2022-03-22 04:28:13 main:574] : INFO : Epoch 1941 | loss: 0.0311212 | val_loss: 0.0311568 | Time: 2344.46 ms [2022-03-22 04:28:15 main:574] : INFO : Epoch 1942 | loss: 0.0311161 | val_loss: 0.0311516 | Time: 2278.63 ms [2022-03-22 04:28:17 main:574] : INFO : Epoch 1943 | loss: 0.0311226 | val_loss: 0.031155 | Time: 2306.57 ms [2022-03-22 04:28:20 main:574] : INFO : Epoch 1944 | loss: 0.0311217 | val_loss: 0.0311645 | Time: 2335.86 ms [2022-03-22 04:28:22 main:574] : INFO : Epoch 1945 | loss: 0.0311292 | val_loss: 0.0311635 | Time: 2279.25 ms [2022-03-22 04:28:24 main:574] : INFO : Epoch 1946 | loss: 0.0311286 | val_loss: 0.0311576 | Time: 2266.78 ms [2022-03-22 04:28:27 main:574] : INFO : Epoch 1947 | loss: 0.0311176 | val_loss: 0.0311538 | Time: 2319.85 ms [2022-03-22 04:28:29 main:574] : INFO : Epoch 1948 | loss: 0.0311147 | val_loss: 0.0311517 | Time: 2258.94 ms [2022-03-22 04:28:31 main:574] : INFO : Epoch 1949 | loss: 0.031117 | val_loss: 0.0311599 | Time: 2373.52 ms [2022-03-22 04:28:34 main:574] : INFO : Epoch 1950 | loss: 0.0311193 | val_loss: 0.0311626 | Time: 2374.05 ms [2022-03-22 04:28:36 main:574] : INFO : Epoch 1951 | loss: 0.0311174 | val_loss: 0.0311641 | Time: 2315.57 ms [2022-03-22 04:28:38 main:574] : INFO : Epoch 1952 | loss: 0.0311155 | val_loss: 0.0311616 | Time: 2314.2 ms [2022-03-22 04:28:41 main:574] : INFO : Epoch 1953 | loss: 0.0311165 | val_loss: 0.0311551 | Time: 2311.41 ms [2022-03-22 04:28:43 main:574] : INFO : Epoch 1954 | loss: 0.0311183 | val_loss: 0.0311513 | Time: 2289.76 ms [2022-03-22 04:28:45 main:574] : INFO : Epoch 1955 | loss: 0.0311166 | val_loss: 0.0311607 | Time: 2321.09 ms [2022-03-22 04:28:48 main:574] : INFO : Epoch 1956 | loss: 0.0311148 | val_loss: 0.0311525 | Time: 2324 ms [2022-03-22 04:28:50 main:574] : INFO : Epoch 1957 | loss: 0.0311139 | val_loss: 0.0311513 | Time: 2382.89 ms [2022-03-22 04:28:52 main:574] : INFO : Epoch 1958 | loss: 0.0311106 | val_loss: 0.0311566 | Time: 2338.35 ms [2022-03-22 04:28:55 main:574] : INFO : Epoch 1959 | loss: 0.0311111 | val_loss: 0.0311487 | Time: 2354.78 ms [2022-03-22 04:28:57 main:574] : INFO : Epoch 1960 | loss: 0.0311131 | val_loss: 0.0311576 | Time: 2323.08 ms [2022-03-22 04:28:59 main:574] : INFO : Epoch 1961 | loss: 0.031114 | val_loss: 0.0311517 | Time: 2291.69 ms [2022-03-22 04:29:02 main:574] : INFO : Epoch 1962 | loss: 0.0311137 | val_loss: 0.0311545 | Time: 2325.72 ms [2022-03-22 04:29:04 main:574] : INFO : Epoch 1963 | loss: 0.0311128 | val_loss: 0.0311536 | Time: 2378.04 ms [2022-03-22 04:29:06 main:574] : INFO : Epoch 1964 | loss: 0.0311167 | val_loss: 0.0311522 | Time: 2383.28 ms [2022-03-22 04:29:09 main:574] : INFO : Epoch 1965 | loss: 0.0311212 | val_loss: 0.0311573 | Time: 2388.71 ms [2022-03-22 04:29:11 main:574] : INFO : Epoch 1966 | loss: 0.0311135 | val_loss: 0.0311549 | Time: 2320.78 ms [2022-03-22 04:29:13 main:574] : INFO : Epoch 1967 | loss: 0.0311109 | val_loss: 0.0311569 | Time: 2351.76 ms [2022-03-22 04:29:16 main:574] : INFO : Epoch 1968 | loss: 0.0311125 | val_loss: 0.031154 | Time: 2366.6 ms [2022-03-22 04:29:18 main:574] : INFO : Epoch 1969 | loss: 0.0311181 | val_loss: 0.0311656 | Time: 2353.53 ms [2022-03-22 04:29:20 main:574] : INFO : Epoch 1970 | loss: 0.0311116 | val_loss: 0.0311522 | Time: 2332.9 ms [2022-03-22 04:29:23 main:574] : INFO : Epoch 1971 | loss: 0.0311071 | val_loss: 0.0311534 | Time: 2284.95 ms [2022-03-22 04:29:25 main:574] : INFO : Epoch 1972 | loss: 0.0311092 | val_loss: 0.0311563 | Time: 2271.55 ms [2022-03-22 04:29:27 main:574] : INFO : Epoch 1973 | loss: 0.0311105 | val_loss: 0.0311629 | Time: 2318.11 ms [2022-03-22 04:29:30 main:574] : INFO : Epoch 1974 | loss: 0.0311086 | val_loss: 0.0311689 | Time: 2248.93 ms [2022-03-22 04:29:32 main:574] : INFO : Epoch 1975 | loss: 0.0311127 | val_loss: 0.0311564 | Time: 2339.66 ms [2022-03-22 04:29:34 main:574] : INFO : Epoch 1976 | loss: 0.0311145 | val_loss: 0.0311515 | Time: 2338.85 ms [2022-03-22 04:29:37 main:574] : INFO : Epoch 1977 | loss: 0.0311078 | val_loss: 0.0311585 | Time: 2312.46 ms [2022-03-22 04:29:39 main:574] : INFO : Epoch 1978 | loss: 0.0311265 | val_loss: 0.0311632 | Time: 2311.17 ms [2022-03-22 04:29:41 main:574] : INFO : Epoch 1979 | loss: 0.0311182 | val_loss: 0.0311569 | Time: 2332.71 ms [2022-03-22 04:29:44 main:574] : INFO : Epoch 1980 | loss: 0.0311131 | val_loss: 0.0311738 | Time: 2330.64 ms [2022-03-22 04:29:46 main:574] : INFO : Epoch 1981 | loss: 0.0311117 | val_loss: 0.0311583 | Time: 2366.8 ms [2022-03-22 04:29:48 main:574] : INFO : Epoch 1982 | loss: 0.0311083 | val_loss: 0.0311554 | Time: 2324.61 ms [2022-03-22 04:29:51 main:574] : INFO : Epoch 1983 | loss: 0.0311116 | val_loss: 0.0311673 | Time: 2359.46 ms [2022-03-22 04:29:53 main:574] : INFO : Epoch 1984 | loss: 0.0311079 | val_loss: 0.0311525 | Time: 2313.03 ms [2022-03-22 04:29:55 main:574] : INFO : Epoch 1985 | loss: 0.0311065 | val_loss: 0.0311665 | Time: 2320.55 ms [2022-03-22 04:29:58 main:574] : INFO : Epoch 1986 | loss: 0.031107 | val_loss: 0.0311555 | Time: 2323.97 ms [2022-03-22 04:30:00 main:574] : INFO : Epoch 1987 | loss: 0.031106 | val_loss: 0.0311604 | Time: 2294.93 ms [2022-03-22 04:30:02 main:574] : INFO : Epoch 1988 | loss: 0.0311064 | val_loss: 0.0311607 | Time: 2352.99 ms [2022-03-22 04:30:05 main:574] : INFO : Epoch 1989 | loss: 0.0311076 | val_loss: 0.0311569 | Time: 2350.56 ms [2022-03-22 04:30:07 main:574] : INFO : Epoch 1990 | loss: 0.0311059 | val_loss: 0.0311671 | Time: 2349.52 ms [2022-03-22 04:30:09 main:574] : INFO : Epoch 1991 | loss: 0.0311098 | val_loss: 0.031161 | Time: 2335.31 ms [2022-03-22 04:30:12 main:574] : INFO : Epoch 1992 | loss: 0.0311057 | val_loss: 0.0311548 | Time: 2316.27 ms [2022-03-22 04:30:14 main:574] : INFO : Epoch 1993 | loss: 0.0311084 | val_loss: 0.0311587 | Time: 2358.24 ms [2022-03-22 04:30:16 main:574] : INFO : Epoch 1994 | loss: 0.0311093 | val_loss: 0.0311657 | Time: 2311.18 ms [2022-03-22 04:30:19 main:574] : INFO : Epoch 1995 | loss: 0.0311047 | val_loss: 0.0311599 | Time: 2344.19 ms [2022-03-22 04:30:21 main:574] : INFO : Epoch 1996 | loss: 0.0311058 | val_loss: 0.0311548 | Time: 2388.72 ms [2022-03-22 04:30:24 main:574] : INFO : Epoch 1997 | loss: 0.0311042 | val_loss: 0.0311638 | Time: 2389.06 ms [2022-03-22 04:30:26 main:574] : INFO : Epoch 1998 | loss: 0.0311026 | val_loss: 0.031166 | Time: 2323.65 ms [2022-03-22 04:30:28 main:574] : INFO : Epoch 1999 | loss: 0.031108 | val_loss: 0.0311638 | Time: 2307 ms [2022-03-22 04:30:30 main:574] : INFO : Epoch 2000 | loss: 0.0311048 | val_loss: 0.0311647 | Time: 2286.36 ms [2022-03-22 04:30:33 main:574] : INFO : Epoch 2001 | loss: 0.0311062 | val_loss: 0.0311613 | Time: 2313.2 ms [2022-03-22 04:30:35 main:574] : INFO : Epoch 2002 | loss: 0.0311057 | val_loss: 0.031161 | Time: 2271.98 ms [2022-03-22 04:30:37 main:574] : INFO : Epoch 2003 | loss: 0.0311119 | val_loss: 0.0311529 | Time: 2286.33 ms [2022-03-22 04:30:40 main:574] : INFO : Epoch 2004 | loss: 0.0311084 | val_loss: 0.0311626 | Time: 2330.57 ms [2022-03-22 04:30:42 main:574] : INFO : Epoch 2005 | loss: 0.031107 | val_loss: 0.0311617 | Time: 2293.47 ms [2022-03-22 04:30:44 main:574] : INFO : Epoch 2006 | loss: 0.0311104 | val_loss: 0.0311564 | Time: 2283.65 ms [2022-03-22 04:30:47 main:574] : INFO : Epoch 2007 | loss: 0.0311055 | val_loss: 0.0311613 | Time: 2341.54 ms [2022-03-22 04:30:49 main:574] : INFO : Epoch 2008 | loss: 0.0311038 | val_loss: 0.0311662 | Time: 2325.29 ms [2022-03-22 04:30:51 main:574] : INFO : Epoch 2009 | loss: 0.0311041 | val_loss: 0.0311648 | Time: 2317.14 ms [2022-03-22 04:30:54 main:574] : INFO : Epoch 2010 | loss: 0.0311037 | val_loss: 0.0311614 | Time: 2339.76 ms [2022-03-22 04:30:56 main:574] : INFO : Epoch 2011 | loss: 0.0311066 | val_loss: 0.0311666 | Time: 2316 ms [2022-03-22 04:30:58 main:574] : INFO : Epoch 2012 | loss: 0.0311043 | val_loss: 0.031163 | Time: 2324.17 ms [2022-03-22 04:31:01 main:574] : INFO : Epoch 2013 | loss: 0.0311083 | val_loss: 0.0311926 | Time: 2328.57 ms [2022-03-22 04:31:03 main:574] : INFO : Epoch 2014 | loss: 0.0311649 | val_loss: 0.031169 | Time: 2359.33 ms [2022-03-22 04:31:05 main:574] : INFO : Epoch 2015 | loss: 0.0311599 | val_loss: 0.0311574 | Time: 2300.26 ms [2022-03-22 04:31:08 main:574] : INFO : Epoch 2016 | loss: 0.031147 | val_loss: 0.0311509 | Time: 2359.72 ms [2022-03-22 04:31:10 main:574] : INFO : Epoch 2017 | loss: 0.0311432 | val_loss: 0.0311698 | Time: 2287.83 ms [2022-03-22 04:31:12 main:574] : INFO : Epoch 2018 | loss: 0.0311352 | val_loss: 0.0311498 | Time: 2299.62 ms [2022-03-22 04:31:15 main:574] : INFO : Epoch 2019 | loss: 0.0311296 | val_loss: 0.031152 | Time: 2358.56 ms [2022-03-22 04:31:17 main:574] : INFO : Epoch 2020 | loss: 0.0311284 | val_loss: 0.0311563 | Time: 2329.52 ms [2022-03-22 04:31:19 main:574] : INFO : Epoch 2021 | loss: 0.0311295 | val_loss: 0.031149 | Time: 2323.65 ms [2022-03-22 04:31:22 main:574] : INFO : Epoch 2022 | loss: 0.0311228 | val_loss: 0.0311524 | Time: 2300.65 ms [2022-03-22 04:31:24 main:574] : INFO : Epoch 2023 | loss: 0.0311215 | val_loss: 0.0311572 | Time: 2335.35 ms [2022-03-22 04:31:26 main:574] : INFO : Epoch 2024 | loss: 0.0311154 | val_loss: 0.0311516 | Time: 2337.81 ms [2022-03-22 04:31:29 main:574] : INFO : Epoch 2025 | loss: 0.0311151 | val_loss: 0.0311628 | Time: 2352.88 ms [2022-03-22 04:31:31 main:574] : INFO : Epoch 2026 | loss: 0.0311164 | val_loss: 0.0311878 | Time: 2274.62 ms [2022-03-22 04:31:33 main:574] : INFO : Epoch 2027 | loss: 0.0311196 | val_loss: 0.0311587 | Time: 2335.12 ms [2022-03-22 04:31:36 main:574] : INFO : Epoch 2028 | loss: 0.0311187 | val_loss: 0.031153 | Time: 2294.86 ms [2022-03-22 04:31:38 main:574] : INFO : Epoch 2029 | loss: 0.0311165 | val_loss: 0.0311577 | Time: 2280.95 ms [2022-03-22 04:31:40 main:574] : INFO : Epoch 2030 | loss: 0.0311108 | val_loss: 0.0311536 | Time: 2294.04 ms [2022-03-22 04:31:43 main:574] : INFO : Epoch 2031 | loss: 0.0311255 | val_loss: 0.0311608 | Time: 2387.3 ms [2022-03-22 04:31:45 main:574] : INFO : Epoch 2032 | loss: 0.0311205 | val_loss: 0.0311575 | Time: 2332.4 ms [2022-03-22 04:31:47 main:574] : INFO : Epoch 2033 | loss: 0.0311165 | val_loss: 0.0311524 | Time: 2303.46 ms [2022-03-22 04:31:49 main:574] : INFO : Epoch 2034 | loss: 0.0311169 | val_loss: 0.0311613 | Time: 2339.52 ms [2022-03-22 04:31:52 main:574] : INFO : Epoch 2035 | loss: 0.0311168 | val_loss: 0.0311552 | Time: 2317.9 ms [2022-03-22 04:31:54 main:574] : INFO : Epoch 2036 | loss: 0.0311176 | val_loss: 0.0311556 | Time: 2325.73 ms [2022-03-22 04:31:57 main:574] : INFO : Epoch 2037 | loss: 0.0311184 | val_loss: 0.0311559 | Time: 2364.39 ms [2022-03-22 04:31:59 main:574] : INFO : Epoch 2038 | loss: 0.0311148 | val_loss: 0.0311579 | Time: 2364.31 ms [2022-03-22 04:32:01 main:574] : INFO : Epoch 2039 | loss: 0.0311123 | val_loss: 0.031152 | Time: 2368.34 ms [2022-03-22 04:32:04 main:574] : INFO : Epoch 2040 | loss: 0.0311092 | val_loss: 0.0311669 | Time: 2277.87 ms [2022-03-22 04:32:06 main:574] : INFO : Epoch 2041 | loss: 0.0311116 | val_loss: 0.0311609 | Time: 2296.28 ms [2022-03-22 04:32:08 main:574] : INFO : Epoch 2042 | loss: 0.0311115 | val_loss: 0.0311587 | Time: 2246.25 ms [2022-03-22 04:32:10 main:574] : INFO : Epoch 2043 | loss: 0.0311071 | val_loss: 0.0311656 | Time: 2287.79 ms [2022-03-22 04:32:13 main:574] : INFO : Epoch 2044 | loss: 0.0311069 | val_loss: 0.0311522 | Time: 2295.32 ms [2022-03-22 04:32:15 main:574] : INFO : Epoch 2045 | loss: 0.031103 | val_loss: 0.0311704 | Time: 2280.11 ms [2022-03-22 04:32:17 main:574] : INFO : Epoch 2046 | loss: 0.0311034 | val_loss: 0.0311572 | Time: 2259.79 ms [2022-03-22 04:32:20 main:574] : INFO : Epoch 2047 | loss: 0.0311068 | val_loss: 0.0311759 | Time: 2312.53 ms [2022-03-22 04:32:22 main:574] : INFO : Epoch 2048 | loss: 0.0311221 | val_loss: 0.0311677 | Time: 2308.69 ms [2022-03-22 04:32:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311677 [2022-03-22 04:32:22 main:603] : INFO : Saving end state to config to file [2022-03-22 04:32:22 main:608] : INFO : Success, exiting.. 04:32:22 (8516): 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)