Task 12201330
| Name | ParityModified-1645997833-30612-0_0 |
| Workunit | 9382373 |
| Created | 27 Feb 2022, 21:37:17 UTC |
| Sent | 1 Mar 2022, 17:05:06 UTC |
| Report deadline | 9 Mar 2022, 17:05:06 UTC |
| Received | 2 Mar 2022, 18:45:09 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 35 min 17 sec |
| CPU time | 1 hours 29 min 37 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| 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 | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 0.0311762 | Time: 2724.54 ms [2022-03-02 18:16:11 main:574] : INFO : Epoch 1529 | loss: 0.0311786 | val_loss: 0.0311756 | Time: 2935.7 ms [2022-03-02 18:16:14 main:574] : INFO : Epoch 1530 | loss: 0.031179 | val_loss: 0.0311785 | Time: 2565.65 ms [2022-03-02 18:16:16 main:574] : INFO : Epoch 1531 | loss: 0.0311786 | val_loss: 0.0311749 | Time: 2512.61 ms [2022-03-02 18:16:19 main:574] : INFO : Epoch 1532 | loss: 0.0311767 | val_loss: 0.0311756 | Time: 2516.62 ms [2022-03-02 18:16:22 main:574] : INFO : Epoch 1533 | loss: 0.0311785 | val_loss: 0.0311788 | Time: 3115.98 ms [2022-03-02 18:16:25 main:574] : INFO : Epoch 1534 | loss: 0.0311787 | val_loss: 0.0311765 | Time: 2426.9 ms [2022-03-02 18:16:27 main:574] : INFO : Epoch 1535 | loss: 0.0311773 | val_loss: 0.0311754 | Time: 2355.76 ms [2022-03-02 18:16:29 main:574] : INFO : Epoch 1536 | loss: 0.031177 | val_loss: 0.0311769 | Time: 2389.92 ms [2022-03-02 18:16:32 main:574] : INFO : Epoch 1537 | loss: 0.0311776 | val_loss: 0.0311781 | Time: 2288.25 ms [2022-03-02 18:16:34 main:574] : INFO : Epoch 1538 | loss: 0.0311778 | val_loss: 0.0311746 | Time: 2339.64 ms [2022-03-02 18:16:36 main:574] : INFO : Epoch 1539 | loss: 0.0311823 | val_loss: 0.0311867 | Time: 2293.4 ms [2022-03-02 18:16:39 main:574] : INFO : Epoch 1540 | loss: 0.0311806 | val_loss: 0.0311744 | Time: 2301.47 ms [2022-03-02 18:16:41 main:574] : INFO : Epoch 1541 | loss: 0.0311771 | val_loss: 0.0311789 | Time: 2292.59 ms [2022-03-02 18:16:44 main:574] : INFO : Epoch 1542 | loss: 0.0311763 | val_loss: 0.0311744 | Time: 2287.03 ms [2022-03-02 18:16:46 main:574] : INFO : Epoch 1543 | loss: 0.031175 | val_loss: 0.0311741 | Time: 2285.34 ms [2022-03-02 18:16:48 main:574] : INFO : Epoch 1544 | loss: 0.031178 | val_loss: 0.0311756 | Time: 2266.99 ms [2022-03-02 18:16:50 main:574] : INFO : Epoch 1545 | loss: 0.0311764 | val_loss: 0.031178 | Time: 2271.61 ms [2022-03-02 18:16:53 main:574] : INFO : Epoch 1546 | loss: 0.0311759 | val_loss: 0.0311755 | Time: 2271.41 ms [2022-03-02 18:16:55 main:574] : INFO : Epoch 1547 | loss: 0.0311753 | val_loss: 0.0311777 | Time: 2248.2 ms [2022-03-02 18:16:57 main:574] : INFO : Epoch 1548 | loss: 0.0311752 | val_loss: 0.0311755 | Time: 2262.74 ms [2022-03-02 18:17:00 main:574] : INFO : Epoch 1549 | loss: 0.0311777 | val_loss: 0.0311768 | Time: 2269.82 ms [2022-03-02 18:17:02 main:574] : INFO : Epoch 1550 | loss: 0.0311751 | val_loss: 0.0311732 | Time: 2230.72 ms [2022-03-02 18:17:04 main:574] : INFO : Epoch 1551 | loss: 0.0311748 | val_loss: 0.0311757 | Time: 2244.97 ms [2022-03-02 18:17:06 main:574] : INFO : Epoch 1552 | loss: 0.0311751 | val_loss: 0.0311757 | Time: 2251.21 ms [2022-03-02 18:17:09 main:574] : INFO : Epoch 1553 | loss: 0.0311747 | val_loss: 0.0311765 | Time: 2195.19 ms [2022-03-02 18:17:11 main:574] : INFO : Epoch 1554 | loss: 0.0311742 | val_loss: 0.0311764 | Time: 2168.58 ms [2022-03-02 18:17:13 main:574] : INFO : Epoch 1555 | loss: 0.0311741 | val_loss: 0.0311734 | Time: 2173.98 ms [2022-03-02 18:17:16 main:574] : INFO : Epoch 1556 | loss: 0.0311743 | val_loss: 0.0311742 | Time: 2211.76 ms [2022-03-02 18:17:18 main:574] : INFO : Epoch 1557 | loss: 0.0311739 | val_loss: 0.031173 | Time: 2222.54 ms [2022-03-02 18:17:20 main:574] : INFO : Epoch 1558 | loss: 0.0311737 | val_loss: 0.0311739 | Time: 2215.29 ms [2022-03-02 18:17:22 main:574] : INFO : Epoch 1559 | loss: 0.0311731 | val_loss: 0.0311733 | Time: 2200.95 ms [2022-03-02 18:17:25 main:574] : INFO : Epoch 1560 | loss: 0.0311723 | val_loss: 0.0311744 | Time: 2229.12 ms [2022-03-02 18:17:27 main:574] : INFO : Epoch 1561 | loss: 0.031176 | val_loss: 0.0311746 | Time: 2197.87 ms [2022-03-02 18:17:29 main:574] : INFO : Epoch 1562 | loss: 0.0311735 | val_loss: 0.0311733 | Time: 2209.23 ms [2022-03-02 18:17:31 main:574] : INFO : Epoch 1563 | loss: 0.0311731 | val_loss: 0.0311736 | Time: 2267.43 ms [2022-03-02 18:17:34 main:574] : INFO : Epoch 1564 | loss: 0.0311723 | val_loss: 0.0311736 | Time: 2195.57 ms [2022-03-02 18:17:36 main:574] : INFO : Epoch 1565 | loss: 0.0311724 | val_loss: 0.0311779 | Time: 2244.25 ms [2022-03-02 18:17:38 main:574] : INFO : Epoch 1566 | loss: 0.0311726 | val_loss: 0.0311735 | Time: 2233.71 ms [2022-03-02 18:17:41 main:574] : INFO : Epoch 1567 | loss: 0.0311717 | val_loss: 0.031173 | Time: 2238.3 ms [2022-03-02 18:17:43 main:574] : INFO : Epoch 1568 | loss: 0.0311724 | val_loss: 0.0311756 | Time: 2183.53 ms [2022-03-02 18:17:45 main:574] : INFO : Epoch 1569 | loss: 0.0311738 | val_loss: 0.0311742 | Time: 2229.75 ms [2022-03-02 18:17:47 main:574] : INFO : Epoch 1570 | loss: 0.0311724 | val_loss: 0.0311771 | Time: 2236.79 ms [2022-03-02 18:17:50 main:574] : INFO : Epoch 1571 | loss: 0.0311731 | val_loss: 0.0311765 | Time: 2205.8 ms [2022-03-02 18:17:52 main:574] : INFO : Epoch 1572 | loss: 0.0311749 | val_loss: 0.0311769 | Time: 2180.53 ms [2022-03-02 18:17:54 main:574] : INFO : Epoch 1573 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 2175.09 ms [2022-03-02 18:17:56 main:574] : INFO : Epoch 1574 | loss: 0.0311723 | val_loss: 0.0311733 | Time: 2177.71 ms [2022-03-02 18:17:59 main:574] : INFO : Epoch 1575 | loss: 0.0311742 | val_loss: 0.0311753 | Time: 2212.23 ms [2022-03-02 18:18:01 main:574] : INFO : Epoch 1576 | loss: 0.0311715 | val_loss: 0.0311737 | Time: 2235.93 ms [2022-03-02 18:18:03 main:574] : INFO : Epoch 1577 | loss: 0.0311738 | val_loss: 0.0311731 | Time: 2212.43 ms [2022-03-02 18:18:05 main:574] : INFO : Epoch 1578 | loss: 0.0311731 | val_loss: 0.0311715 | Time: 2232.43 ms [2022-03-02 18:18:08 main:574] : INFO : Epoch 1579 | loss: 0.0311703 | val_loss: 0.0311755 | Time: 2276.12 ms [2022-03-02 18:18:10 main:574] : INFO : Epoch 1580 | loss: 0.0311707 | val_loss: 0.0311731 | Time: 2270.58 ms [2022-03-02 18:18:12 main:574] : INFO : Epoch 1581 | loss: 0.0311714 | val_loss: 0.0311725 | Time: 2231.47 ms [2022-03-02 18:18:15 main:574] : INFO : Epoch 1582 | loss: 0.0311706 | val_loss: 0.031177 | Time: 2262.67 ms [2022-03-02 18:18:17 main:574] : INFO : Epoch 1583 | loss: 0.0311747 | val_loss: 0.0311816 | Time: 2224.15 ms [2022-03-02 18:18:19 main:574] : INFO : Epoch 1584 | loss: 0.0311774 | val_loss: 0.031186 | Time: 2282.1 ms [2022-03-02 18:18:21 main:574] : INFO : Epoch 1585 | loss: 0.0311766 | val_loss: 0.0311758 | Time: 2241.8 ms [2022-03-02 18:18:24 main:574] : INFO : Epoch 1586 | loss: 0.0311764 | val_loss: 0.031172 | Time: 2244.08 ms [2022-03-02 18:18:26 main:574] : INFO : Epoch 1587 | loss: 0.0311738 | val_loss: 0.0311717 | Time: 2267.29 ms [2022-03-02 18:18:28 main:574] : INFO : Epoch 1588 | loss: 0.0311739 | val_loss: 0.0311747 | Time: 2269.79 ms [2022-03-02 18:18:31 main:574] : INFO : Epoch 1589 | loss: 0.0311739 | val_loss: 0.0311735 | Time: 2350.54 ms [2022-03-02 18:18:33 main:574] : INFO : Epoch 1590 | loss: 0.031174 | val_loss: 0.0311753 | Time: 2202.66 ms [2022-03-02 18:18:35 main:574] : INFO : Epoch 1591 | loss: 0.0311697 | val_loss: 0.0311707 | Time: 2250.64 ms [2022-03-02 18:18:38 main:574] : INFO : Epoch 1592 | loss: 0.0311687 | val_loss: 0.0311717 | Time: 2264.97 ms [2022-03-02 18:18:40 main:574] : INFO : Epoch 1593 | loss: 0.0311704 | val_loss: 0.0311718 | Time: 2231.27 ms [2022-03-02 18:18:42 main:574] : INFO : Epoch 1594 | loss: 0.0311684 | val_loss: 0.0311707 | Time: 2271.99 ms [2022-03-02 18:18:44 main:574] : INFO : Epoch 1595 | loss: 0.031168 | val_loss: 0.0311719 | Time: 2219.84 ms [2022-03-02 18:18:47 main:574] : INFO : Epoch 1596 | loss: 0.0311691 | val_loss: 0.031172 | Time: 2201.2 ms [2022-03-02 18:18:49 main:574] : INFO : Epoch 1597 | loss: 0.0311683 | val_loss: 0.0311706 | Time: 2234.66 ms [2022-03-02 18:18:51 main:574] : INFO : Epoch 1598 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 2232.05 ms [2022-03-02 18:18:54 main:574] : INFO : Epoch 1599 | loss: 0.0311682 | val_loss: 0.03117 | Time: 2243.45 ms [2022-03-02 18:18:56 main:574] : INFO : Epoch 1600 | loss: 0.0311682 | val_loss: 0.0311721 | Time: 2241.41 ms [2022-03-02 18:18:58 main:574] : INFO : Epoch 1601 | loss: 0.0311677 | val_loss: 0.0311701 | Time: 2270.5 ms [2022-03-02 18:19:00 main:574] : INFO : Epoch 1602 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 2270.87 ms [2022-03-02 18:19:03 main:574] : INFO : Epoch 1603 | loss: 0.0311734 | val_loss: 0.0311804 | Time: 2486.95 ms [2022-03-02 18:19:06 main:574] : INFO : Epoch 1604 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 2580.78 ms [2022-03-02 18:19:08 main:574] : INFO : Epoch 1605 | loss: 0.0311685 | val_loss: 0.0311721 | Time: 2427.25 ms [2022-03-02 18:19:10 main:574] : INFO : Epoch 1606 | loss: 0.0311665 | val_loss: 0.0311705 | Time: 2413.23 ms [2022-03-02 18:19:13 main:574] : INFO : Epoch 1607 | loss: 0.0311667 | val_loss: 0.0311722 | Time: 2387.96 ms [2022-03-02 18:19:15 main:574] : INFO : Epoch 1608 | loss: 0.0311669 | val_loss: 0.0311725 | Time: 2423.27 ms [2022-03-02 18:19:18 main:574] : INFO : Epoch 1609 | loss: 0.0311673 | val_loss: 0.031172 | Time: 2418.74 ms [2022-03-02 18:19:20 main:574] : INFO : Epoch 1610 | loss: 0.0311681 | val_loss: 0.0311732 | Time: 2453.71 ms [2022-03-02 18:19:23 main:574] : INFO : Epoch 1611 | loss: 0.0311691 | val_loss: 0.0311702 | Time: 2479.73 ms [2022-03-02 18:19:25 main:574] : INFO : Epoch 1612 | loss: 0.0311689 | val_loss: 0.0311736 | Time: 2398.17 ms [2022-03-02 18:19:28 main:574] : INFO : Epoch 1613 | loss: 0.0311664 | val_loss: 0.0311705 | Time: 2413.85 ms [2022-03-02 18:19:30 main:574] : INFO : Epoch 1614 | loss: 0.0311649 | val_loss: 0.0311708 | Time: 2370.01 ms [2022-03-02 18:19:32 main:574] : INFO : Epoch 1615 | loss: 0.031165 | val_loss: 0.0311704 | Time: 2360.81 ms [2022-03-02 18:19:35 main:574] : INFO : Epoch 1616 | loss: 0.0311649 | val_loss: 0.0311704 | Time: 2369.02 ms [2022-03-02 18:19:37 main:574] : INFO : Epoch 1617 | loss: 0.031167 | val_loss: 0.031173 | Time: 2356.37 ms [2022-03-02 18:19:40 main:574] : INFO : Epoch 1618 | loss: 0.031165 | val_loss: 0.0311709 | Time: 2339.78 ms [2022-03-02 18:19:42 main:574] : INFO : Epoch 1619 | loss: 0.0311648 | val_loss: 0.0311713 | Time: 2335.36 ms [2022-03-02 18:19:44 main:574] : INFO : Epoch 1620 | loss: 0.0311651 | val_loss: 0.0311789 | Time: 2324.07 ms [2022-03-02 18:19:47 main:574] : INFO : Epoch 1621 | loss: 0.0311679 | val_loss: 0.0311725 | Time: 2334.61 ms [2022-03-02 18:19:49 main:574] : INFO : Epoch 1622 | loss: 0.031166 | val_loss: 0.0311804 | Time: 2336.29 ms [2022-03-02 18:19:52 main:574] : INFO : Epoch 1623 | loss: 0.0311669 | val_loss: 0.031171 | Time: 2385.88 ms [2022-03-02 18:19:54 main:574] : INFO : Epoch 1624 | loss: 0.0311648 | val_loss: 0.0311698 | Time: 2351.12 ms [2022-03-02 18:19:56 main:574] : INFO : Epoch 1625 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 2364.68 ms [2022-03-02 18:19:59 main:574] : INFO : Epoch 1626 | loss: 0.0311641 | val_loss: 0.0311713 | Time: 2372.15 ms [2022-03-02 18:20:01 main:574] : INFO : Epoch 1627 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 2408.42 ms [2022-03-02 18:20:04 main:574] : INFO : Epoch 1628 | loss: 0.0311632 | val_loss: 0.0311738 | Time: 2387.74 ms [2022-03-02 18:20:06 main:574] : INFO : Epoch 1629 | loss: 0.0311655 | val_loss: 0.0311739 | Time: 2348.47 ms [2022-03-02 18:20:08 main:574] : INFO : Epoch 1630 | loss: 0.0311646 | val_loss: 0.0311703 | Time: 2285.52 ms [2022-03-02 18:20:11 main:574] : INFO : Epoch 1631 | loss: 0.0311635 | val_loss: 0.031172 | Time: 2338.95 ms [2022-03-02 18:20:13 main:574] : INFO : Epoch 1632 | loss: 0.0311627 | val_loss: 0.0311742 | Time: 2302.43 ms [2022-03-02 18:20:15 main:574] : INFO : Epoch 1633 | loss: 0.0311644 | val_loss: 0.0311715 | Time: 2328.23 ms [2022-03-02 18:20:18 main:574] : INFO : Epoch 1634 | loss: 0.0311644 | val_loss: 0.0311694 | Time: 2265.01 ms [2022-03-02 18:20:20 main:574] : INFO : Epoch 1635 | loss: 0.0311643 | val_loss: 0.0311707 | Time: 2229.11 ms [2022-03-02 18:20:22 main:574] : INFO : Epoch 1636 | loss: 0.0311641 | val_loss: 0.0311717 | Time: 2234.22 ms [2022-03-02 18:20:24 main:574] : INFO : Epoch 1637 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 2205.38 ms [2022-03-02 18:20:27 main:574] : INFO : Epoch 1638 | loss: 0.0311623 | val_loss: 0.0311724 | Time: 2261.03 ms [2022-03-02 18:20:29 main:574] : INFO : Epoch 1639 | loss: 0.0311615 | val_loss: 0.0311712 | Time: 2223.12 ms [2022-03-02 18:20:31 main:574] : INFO : Epoch 1640 | loss: 0.0311622 | val_loss: 0.0311718 | Time: 2239.23 ms [2022-03-02 18:20:34 main:574] : INFO : Epoch 1641 | loss: 0.0311643 | val_loss: 0.031173 | Time: 2370.54 ms [2022-03-02 18:20:36 main:574] : INFO : Epoch 1642 | loss: 0.0311628 | val_loss: 0.0311704 | Time: 2348.45 ms [2022-03-02 18:20:39 main:574] : INFO : Epoch 1643 | loss: 0.0311631 | val_loss: 0.0311718 | Time: 2215.84 ms [2022-03-02 18:20:41 main:574] : INFO : Epoch 1644 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 2221.25 ms [2022-03-02 18:20:43 main:574] : INFO : Epoch 1645 | loss: 0.0311613 | val_loss: 0.0311732 | Time: 2225.49 ms [2022-03-02 18:20:45 main:574] : INFO : Epoch 1646 | loss: 0.0311608 | val_loss: 0.0311731 | Time: 2211.49 ms [2022-03-02 18:20:48 main:574] : INFO : Epoch 1647 | loss: 0.0311627 | val_loss: 0.0311725 | Time: 2260.17 ms [2022-03-02 18:20:50 main:574] : INFO : Epoch 1648 | loss: 0.0311603 | val_loss: 0.0311734 | Time: 2279.76 ms [2022-03-02 18:20:53 main:574] : INFO : Epoch 1649 | loss: 0.031161 | val_loss: 0.0311733 | Time: 2288.96 ms [2022-03-02 18:20:55 main:574] : INFO : Epoch 1650 | loss: 0.0311631 | val_loss: 0.0311795 | Time: 2314.21 ms [2022-03-02 18:20:57 main:574] : INFO : Epoch 1651 | loss: 0.0311684 | val_loss: 0.0311744 | Time: 2290.26 ms [2022-03-02 18:21:00 main:574] : INFO : Epoch 1652 | loss: 0.0311634 | val_loss: 0.0311722 | Time: 2299.72 ms [2022-03-02 18:21:02 main:574] : INFO : Epoch 1653 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 2333.44 ms [2022-03-02 18:21:04 main:574] : INFO : Epoch 1654 | loss: 0.0311592 | val_loss: 0.031173 | Time: 2265.75 ms [2022-03-02 18:21:07 main:574] : INFO : Epoch 1655 | loss: 0.0311603 | val_loss: 0.0311724 | Time: 2318.73 ms [2022-03-02 18:21:09 main:574] : INFO : Epoch 1656 | loss: 0.0311596 | val_loss: 0.0311721 | Time: 2285.89 ms [2022-03-02 18:21:12 main:574] : INFO : Epoch 1657 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 2296.9 ms [2022-03-02 18:21:14 main:574] : INFO : Epoch 1658 | loss: 0.0311604 | val_loss: 0.031173 | Time: 2319.38 ms [2022-03-02 18:21:16 main:574] : INFO : Epoch 1659 | loss: 0.0311625 | val_loss: 0.0311726 | Time: 2305.62 ms [2022-03-02 18:21:19 main:574] : INFO : Epoch 1660 | loss: 0.0311611 | val_loss: 0.0311736 | Time: 2375.78 ms [2022-03-02 18:21:21 main:574] : INFO : Epoch 1661 | loss: 0.0311592 | val_loss: 0.0311722 | Time: 2391.01 ms [2022-03-02 18:21:24 main:574] : INFO : Epoch 1662 | loss: 0.0311588 | val_loss: 0.0311756 | Time: 2362.29 ms [2022-03-02 18:21:26 main:574] : INFO : Epoch 1663 | loss: 0.0311634 | val_loss: 0.0311788 | Time: 2320.01 ms [2022-03-02 18:21:28 main:574] : INFO : Epoch 1664 | loss: 0.0311625 | val_loss: 0.0311834 | Time: 2334.15 ms [2022-03-02 18:21:32 main:574] : INFO : Epoch 1665 | loss: 0.0311615 | val_loss: 0.0311711 | Time: 3551.11 ms [2022-03-02 18:21:36 main:574] : INFO : Epoch 1666 | loss: 0.0311574 | val_loss: 0.0311752 | Time: 3607.09 ms [2022-03-02 18:21:39 main:574] : INFO : Epoch 1667 | loss: 0.0311572 | val_loss: 0.0311763 | Time: 3615.34 ms [2022-03-02 18:21:43 main:574] : INFO : Epoch 1668 | loss: 0.0311597 | val_loss: 0.0311729 | Time: 3718.5 ms [2022-03-02 18:21:47 main:574] : INFO : Epoch 1669 | loss: 0.0311581 | val_loss: 0.0311734 | Time: 3723.48 ms [2022-03-02 18:21:50 main:574] : INFO : Epoch 1670 | loss: 0.0311574 | val_loss: 0.0311768 | Time: 3503.2 ms [2022-03-02 18:21:54 main:574] : INFO : Epoch 1671 | loss: 0.0311599 | val_loss: 0.0311743 | Time: 3518.92 ms [2022-03-02 18:21:58 main:574] : INFO : Epoch 1672 | loss: 0.0311596 | val_loss: 0.0311845 | Time: 3608.5 ms [2022-03-02 18:22:01 main:574] : INFO : Epoch 1673 | loss: 0.0311596 | val_loss: 0.0311729 | Time: 3580.69 ms [2022-03-02 18:22:05 main:574] : INFO : Epoch 1674 | loss: 0.0311586 | val_loss: 0.0311742 | Time: 3505.26 ms [2022-03-02 18:22:09 main:574] : INFO : Epoch 1675 | loss: 0.0311576 | val_loss: 0.0311739 | Time: 3544.45 ms [2022-03-02 18:22:12 main:574] : INFO : Epoch 1676 | loss: 0.0311568 | val_loss: 0.0311744 | Time: 3476.5 ms [2022-03-02 18:22:16 main:574] : INFO : Epoch 1677 | loss: 0.0311591 | val_loss: 0.0311808 | Time: 3458.99 ms [2022-03-02 18:22:19 main:574] : INFO : Epoch 1678 | loss: 0.0311627 | val_loss: 0.0311797 | Time: 3491.12 ms [2022-03-02 18:22:23 main:574] : INFO : Epoch 1679 | loss: 0.031162 | val_loss: 0.031172 | Time: 3536.72 ms [2022-03-02 18:22:26 main:574] : INFO : Epoch 1680 | loss: 0.031158 | val_loss: 0.0311766 | Time: 3560.8 ms [2022-03-02 18:22:30 main:574] : INFO : Epoch 1681 | loss: 0.0311603 | val_loss: 0.0311705 | Time: 3514.24 ms [2022-03-02 18:22:34 main:574] : INFO : Epoch 1682 | loss: 0.0311583 | val_loss: 0.0311776 | Time: 3672.33 ms [2022-03-02 18:22:37 main:574] : INFO : Epoch 1683 | loss: 0.0311567 | val_loss: 0.0311715 | Time: 3523.25 ms [2022-03-02 18:22:41 main:574] : INFO : Epoch 1684 | loss: 0.031155 | val_loss: 0.0311741 | Time: 3497 ms [2022-03-02 18:22:44 main:574] : INFO : Epoch 1685 | loss: 0.0311562 | val_loss: 0.031173 | Time: 3476.12 ms [2022-03-02 18:22:48 main:574] : INFO : Epoch 1686 | loss: 0.031157 | val_loss: 0.0311757 | Time: 3608.46 ms [2022-03-02 18:22:51 main:574] : INFO : Epoch 1687 | loss: 0.0311597 | val_loss: 0.0311775 | Time: 3464.87 ms [2022-03-02 18:22:55 main:574] : INFO : Epoch 1688 | loss: 0.0311599 | val_loss: 0.031176 | Time: 3426.7 ms [2022-03-02 18:22:58 main:574] : INFO : Epoch 1689 | loss: 0.0311567 | val_loss: 0.0311731 | Time: 3434.88 ms [2022-03-02 18:23:02 main:574] : INFO : Epoch 1690 | loss: 0.0311587 | val_loss: 0.0311736 | Time: 3783.89 ms [2022-03-02 18:23:06 main:574] : INFO : Epoch 1691 | loss: 0.0311598 | val_loss: 0.0311793 | Time: 3677.87 ms [2022-03-02 18:23:10 main:574] : INFO : Epoch 1692 | loss: 0.031155 | val_loss: 0.0311754 | Time: 3657.25 ms [2022-03-02 18:23:13 main:574] : INFO : Epoch 1693 | loss: 0.0311535 | val_loss: 0.0311741 | Time: 3649.47 ms [2022-03-02 18:23:17 main:574] : INFO : Epoch 1694 | loss: 0.0311539 | val_loss: 0.0311742 | Time: 3460.23 ms [2022-03-02 18:23:20 main:574] : INFO : Epoch 1695 | loss: 0.0311564 | val_loss: 0.0311765 | Time: 3654.75 ms [2022-03-02 18:23:24 main:574] : INFO : Epoch 1696 | loss: 0.0311561 | val_loss: 0.0311742 | Time: 3509.71 ms [2022-03-02 18:23:27 main:574] : INFO : Epoch 1697 | loss: 0.0311555 | val_loss: 0.0311742 | Time: 3379.74 ms [2022-03-02 18:23:31 main:574] : INFO : Epoch 1698 | loss: 0.0311557 | val_loss: 0.0311788 | Time: 3672.31 ms [2022-03-02 18:23:35 main:574] : INFO : Epoch 1699 | loss: 0.031154 | val_loss: 0.0311758 | Time: 3525.69 ms [2022-03-02 18:23:38 main:574] : INFO : Epoch 1700 | loss: 0.0311532 | val_loss: 0.0311767 | Time: 3449 ms [2022-03-02 18:23:42 main:574] : INFO : Epoch 1701 | loss: 0.0311575 | val_loss: 0.0311783 | Time: 3523.2 ms [2022-03-02 18:23:45 main:574] : INFO : Epoch 1702 | loss: 0.031156 | val_loss: 0.0311821 | Time: 3482.38 ms [2022-03-02 18:23:49 main:574] : INFO : Epoch 1703 | loss: 0.0311552 | val_loss: 0.0311735 | Time: 3496.43 ms [2022-03-02 18:23:52 main:574] : INFO : Epoch 1704 | loss: 0.0311536 | val_loss: 0.0311755 | Time: 3490.81 ms [2022-03-02 18:23:56 main:574] : INFO : Epoch 1705 | loss: 0.0311536 | val_loss: 0.0311777 | Time: 3343.54 ms [2022-03-02 18:23:59 main:574] : INFO : Epoch 1706 | loss: 0.0311533 | val_loss: 0.0311779 | Time: 3583.78 ms [2022-03-02 18:24:03 main:574] : INFO : Epoch 1707 | loss: 0.0311575 | val_loss: 0.0311763 | Time: 3448.17 ms [2022-03-02 18:24:06 main:574] : INFO : Epoch 1708 | loss: 0.0311526 | val_loss: 0.0311762 | Time: 3509.36 ms [2022-03-02 18:24:10 main:574] : INFO : Epoch 1709 | loss: 0.031153 | val_loss: 0.0311766 | Time: 3527.87 ms [2022-03-02 18:24:13 main:574] : INFO : Epoch 1710 | loss: 0.0311539 | val_loss: 0.031178 | Time: 3420.44 ms [2022-03-02 18:24:17 main:574] : INFO : Epoch 1711 | loss: 0.0311532 | val_loss: 0.0311791 | Time: 3497 ms [2022-03-02 18:24:21 main:574] : INFO : Epoch 1712 | loss: 0.0311527 | val_loss: 0.0311765 | Time: 3597.91 ms [2022-03-02 18:24:24 main:574] : INFO : Epoch 1713 | loss: 0.031152 | val_loss: 0.03118 | Time: 3464.67 ms [2022-03-02 18:24:28 main:574] : INFO : Epoch 1714 | loss: 0.031156 | val_loss: 0.0311757 | Time: 3406.75 ms [2022-03-02 18:24:31 main:574] : INFO : Epoch 1715 | loss: 0.0311529 | val_loss: 0.0311751 | Time: 3552.47 ms [2022-03-02 18:24:35 main:574] : INFO : Epoch 1716 | loss: 0.0311509 | val_loss: 0.0311745 | Time: 3560.4 ms [2022-03-02 18:24:38 main:574] : INFO : Epoch 1717 | loss: 0.0311526 | val_loss: 0.031177 | Time: 3515.49 ms [2022-03-02 18:24:42 main:574] : INFO : Epoch 1718 | loss: 0.0311522 | val_loss: 0.0311778 | Time: 3494.62 ms [2022-03-02 18:24:46 main:574] : INFO : Epoch 1719 | loss: 0.0311512 | val_loss: 0.0311747 | Time: 3862.99 ms [2022-03-02 18:24:49 main:574] : INFO : Epoch 1720 | loss: 0.0311513 | val_loss: 0.0311738 | Time: 3478.4 ms [2022-03-02 18:24:53 main:574] : INFO : Epoch 1721 | loss: 0.0311527 | val_loss: 0.0311741 | Time: 3479.72 ms [2022-03-02 18:24:56 main:574] : INFO : Epoch 1722 | loss: 0.0311538 | val_loss: 0.0311783 | Time: 3385.65 ms [2022-03-02 18:25:00 main:574] : INFO : Epoch 1723 | loss: 0.0311513 | val_loss: 0.0311751 | Time: 3685.06 ms [2022-03-02 18:25:04 main:574] : INFO : Epoch 1724 | loss: 0.0311523 | val_loss: 0.0311757 | Time: 3601.12 ms [2022-03-02 18:25:07 main:574] : INFO : Epoch 1725 | loss: 0.0311515 | val_loss: 0.0311786 | Time: 3689.47 ms [2022-03-02 18:25:11 main:574] : INFO : Epoch 1726 | loss: 0.031153 | val_loss: 0.0311803 | Time: 3464.51 ms [2022-03-02 18:25:14 main:574] : INFO : Epoch 1727 | loss: 0.031154 | val_loss: 0.0311778 | Time: 3517.51 ms [2022-03-02 18:25:18 main:574] : INFO : Epoch 1728 | loss: 0.031154 | val_loss: 0.0311746 | Time: 3358.64 ms [2022-03-02 18:25:22 main:574] : INFO : Epoch 1729 | loss: 0.0311524 | val_loss: 0.0311795 | Time: 3710.97 ms [2022-03-02 18:25:25 main:574] : INFO : Epoch 1730 | loss: 0.0311572 | val_loss: 0.0311806 | Time: 3835.69 ms [2022-03-02 18:25:29 main:574] : INFO : Epoch 1731 | loss: 0.0311614 | val_loss: 0.0311816 | Time: 3517.2 ms [2022-03-02 18:25:33 main:574] : INFO : Epoch 1732 | loss: 0.0311564 | val_loss: 0.0311768 | Time: 3560.85 ms [2022-03-02 18:25:36 main:574] : INFO : Epoch 1733 | loss: 0.0311515 | val_loss: 0.0311841 | Time: 3441.28 ms [2022-03-02 18:25:40 main:574] : INFO : Epoch 1734 | loss: 0.0311515 | val_loss: 0.0311772 | Time: 3440.89 ms [2022-03-02 18:25:43 main:574] : INFO : Epoch 1735 | loss: 0.0311538 | val_loss: 0.0311761 | Time: 3542.12 ms [2022-03-02 18:25:47 main:574] : INFO : Epoch 1736 | loss: 0.0311561 | val_loss: 0.0311778 | Time: 3557.39 ms [2022-03-02 18:25:51 main:574] : INFO : Epoch 1737 | loss: 0.0311502 | val_loss: 0.0311751 | Time: 3704.7 ms [2022-03-02 18:25:54 main:574] : INFO : Epoch 1738 | loss: 0.03115 | val_loss: 0.0311793 | Time: 3478.23 ms [2022-03-02 18:25:58 main:574] : INFO : Epoch 1739 | loss: 0.0311515 | val_loss: 0.0311775 | Time: 3638.57 ms [2022-03-02 18:26:01 main:574] : INFO : Epoch 1740 | loss: 0.0311532 | val_loss: 0.0311817 | Time: 3550.72 ms [2022-03-02 18:26:05 main:574] : INFO : Epoch 1741 | loss: 0.0311526 | val_loss: 0.0311755 | Time: 3556.7 ms [2022-03-02 18:26:08 main:574] : INFO : Epoch 1742 | loss: 0.0311517 | val_loss: 0.0311776 | Time: 3387.54 ms [2022-03-02 18:26:12 main:574] : INFO : Epoch 1743 | loss: 0.0311498 | val_loss: 0.0311774 | Time: 3475.28 ms [2022-03-02 18:26:16 main:574] : INFO : Epoch 1744 | loss: 0.0311476 | val_loss: 0.031179 | Time: 3631.6 ms [2022-03-02 18:26:19 main:574] : INFO : Epoch 1745 | loss: 0.0311523 | val_loss: 0.0311729 | Time: 3414.05 ms [2022-03-02 18:26:23 main:574] : INFO : Epoch 1746 | loss: 0.0311559 | val_loss: 0.0311807 | Time: 3580.06 ms [2022-03-02 18:26:26 main:574] : INFO : Epoch 1747 | loss: 0.031154 | val_loss: 0.0311739 | Time: 3572.11 ms [2022-03-02 18:26:30 main:574] : INFO : Epoch 1748 | loss: 0.0311512 | val_loss: 0.0311753 | Time: 3419.87 ms [2022-03-02 18:26:33 main:574] : INFO : Epoch 1749 | loss: 0.0311505 | val_loss: 0.0311827 | Time: 3451.03 ms [2022-03-02 18:26:37 main:574] : INFO : Epoch 1750 | loss: 0.0311488 | val_loss: 0.0311753 | Time: 3609.76 ms [2022-03-02 18:26:40 main:574] : INFO : Epoch 1751 | loss: 0.0311495 | val_loss: 0.0311771 | Time: 3467.55 ms [2022-03-02 18:26:44 main:574] : INFO : Epoch 1752 | loss: 0.0311538 | val_loss: 0.0311746 | Time: 3584.37 ms [2022-03-02 18:26:48 main:574] : INFO : Epoch 1753 | loss: 0.0311531 | val_loss: 0.0311804 | Time: 3566.07 ms [2022-03-02 18:26:51 main:574] : INFO : Epoch 1754 | loss: 0.0311513 | val_loss: 0.0311792 | Time: 3460.39 ms [2022-03-02 18:26:55 main:574] : INFO : Epoch 1755 | loss: 0.0311506 | val_loss: 0.0311771 | Time: 3547.49 ms [2022-03-02 18:26:58 main:574] : INFO : Epoch 1756 | loss: 0.0311509 | val_loss: 0.031179 | Time: 3560.2 ms [2022-03-02 18:27:02 main:574] : INFO : Epoch 1757 | loss: 0.0311499 | val_loss: 0.0311767 | Time: 3553.05 ms [2022-03-02 18:27:06 main:574] : INFO : Epoch 1758 | loss: 0.0311483 | val_loss: 0.0311775 | Time: 3801.24 ms [2022-03-02 18:27:09 main:574] : INFO : Epoch 1759 | loss: 0.0311478 | val_loss: 0.0311801 | Time: 3514.11 ms [2022-03-02 18:27:13 main:574] : INFO : Epoch 1760 | loss: 0.0311551 | val_loss: 0.031181 | Time: 3571.33 ms [2022-03-02 18:27:17 main:574] : INFO : Epoch 1761 | loss: 0.0311507 | val_loss: 0.0311769 | Time: 3798.14 ms [2022-03-02 18:27:20 main:574] : INFO : Epoch 1762 | loss: 0.0311473 | val_loss: 0.0311772 | Time: 3521.82 ms [2022-03-02 18:27:24 main:574] : INFO : Epoch 1763 | loss: 0.0311487 | val_loss: 0.0311856 | Time: 3725.02 ms [2022-03-02 18:27:28 main:574] : INFO : Epoch 1764 | loss: 0.0311543 | val_loss: 0.0311764 | Time: 3609.79 ms [2022-03-02 18:27:31 main:574] : INFO : Epoch 1765 | loss: 0.0311486 | val_loss: 0.0311819 | Time: 3593.36 ms [2022-03-02 18:27:35 main:574] : INFO : Epoch 1766 | loss: 0.0311469 | val_loss: 0.0311815 | Time: 3608.38 ms [2022-03-02 18:27:39 main:574] : INFO : Epoch 1767 | loss: 0.0311524 | val_loss: 0.0311742 | Time: 3480.32 ms [2022-03-02 18:27:42 main:574] : INFO : Epoch 1768 | loss: 0.0311541 | val_loss: 0.0311777 | Time: 3426.83 ms [2022-03-02 18:27:46 main:574] : INFO : Epoch 1769 | loss: 0.0311496 | val_loss: 0.0311823 | Time: 3577.38 ms [2022-03-02 18:27:49 main:574] : INFO : Epoch 1770 | loss: 0.03115 | val_loss: 0.03118 | Time: 3515.79 ms [2022-03-02 18:27:53 main:574] : INFO : Epoch 1771 | loss: 0.0311491 | val_loss: 0.031174 | Time: 3608.28 ms [2022-03-02 18:27:56 main:574] : INFO : Epoch 1772 | loss: 0.031148 | val_loss: 0.0311769 | Time: 3433.26 ms [2022-03-02 18:28:00 main:574] : INFO : Epoch 1773 | loss: 0.0311523 | val_loss: 0.0311752 | Time: 3418.28 ms [2022-03-02 18:28:03 main:574] : INFO : Epoch 1774 | loss: 0.0311488 | val_loss: 0.0311765 | Time: 3522.16 ms [2022-03-02 18:28:07 main:574] : INFO : Epoch 1775 | loss: 0.0311464 | val_loss: 0.031177 | Time: 3558.96 ms [2022-03-02 18:28:11 main:574] : INFO : Epoch 1776 | loss: 0.0311482 | val_loss: 0.0311823 | Time: 3681.03 ms [2022-03-02 18:28:14 main:574] : INFO : Epoch 1777 | loss: 0.031155 | val_loss: 0.0311835 | Time: 3574.2 ms [2022-03-02 18:28:18 main:574] : INFO : Epoch 1778 | loss: 0.0311552 | val_loss: 0.0311762 | Time: 3484.55 ms [2022-03-02 18:28:21 main:574] : INFO : Epoch 1779 | loss: 0.031152 | val_loss: 0.0311755 | Time: 3516.34 ms [2022-03-02 18:28:25 main:574] : INFO : Epoch 1780 | loss: 0.0311474 | val_loss: 0.0311779 | Time: 3483.31 ms [2022-03-02 18:28:29 main:574] : INFO : Epoch 1781 | loss: 0.0311473 | val_loss: 0.0311784 | Time: 3691.64 ms [2022-03-02 18:28:32 main:574] : INFO : Epoch 1782 | loss: 0.0311471 | val_loss: 0.031176 | Time: 3551.97 ms [2022-03-02 18:28:36 main:574] : INFO : Epoch 1783 | loss: 0.031146 | val_loss: 0.0311785 | Time: 3295.81 ms [2022-03-02 18:28:39 main:574] : INFO : Epoch 1784 | loss: 0.0311466 | val_loss: 0.0311783 | Time: 3689.83 ms [2022-03-02 18:28:43 main:574] : INFO : Epoch 1785 | loss: 0.0311475 | val_loss: 0.0311879 | Time: 3442.71 ms [2022-03-02 18:28:46 main:574] : INFO : Epoch 1786 | loss: 0.0311499 | val_loss: 0.0311778 | Time: 3371.96 ms [2022-03-02 18:28:50 main:574] : INFO : Epoch 1787 | loss: 0.0311498 | val_loss: 0.0311797 | Time: 3475.18 ms [2022-03-02 18:28:53 main:574] : INFO : Epoch 1788 | loss: 0.0311491 | val_loss: 0.031181 | Time: 3490.75 ms [2022-03-02 18:28:57 main:574] : INFO : Epoch 1789 | loss: 0.0311457 | val_loss: 0.0311802 | Time: 3645.55 ms [2022-03-02 18:29:00 main:574] : INFO : Epoch 1790 | loss: 0.0311543 | val_loss: 0.0311794 | Time: 3340.57 ms [2022-03-02 18:29:04 main:574] : INFO : Epoch 1791 | loss: 0.0311572 | val_loss: 0.0311768 | Time: 3443.53 ms [2022-03-02 18:29:07 main:574] : INFO : Epoch 1792 | loss: 0.0311491 | val_loss: 0.0311775 | Time: 3575.33 ms [2022-03-02 18:29:11 main:574] : INFO : Epoch 1793 | loss: 0.031148 | val_loss: 0.0311804 | Time: 3584.2 ms [2022-03-02 18:29:15 main:574] : INFO : Epoch 1794 | loss: 0.0311456 | val_loss: 0.0311809 | Time: 3656.06 ms [2022-03-02 18:29:18 main:574] : INFO : Epoch 1795 | loss: 0.0311457 | val_loss: 0.0311794 | Time: 3639.61 ms [2022-03-02 18:29:22 main:574] : INFO : Epoch 1796 | loss: 0.0311444 | val_loss: 0.0311795 | Time: 3575.24 ms [2022-03-02 18:29:26 main:574] : INFO : Epoch 1797 | loss: 0.0311503 | val_loss: 0.0311874 | Time: 3501.97 ms [2022-03-02 18:29:29 main:574] : INFO : Epoch 1798 | loss: 0.0311743 | val_loss: 0.0311821 | Time: 3552.86 ms [2022-03-02 18:29:33 main:574] : INFO : Epoch 1799 | loss: 0.0311635 | val_loss: 0.0311768 | Time: 3576.19 ms [2022-03-02 18:29:36 main:574] : INFO : Epoch 1800 | loss: 0.0311561 | val_loss: 0.0311832 | Time: 3492.24 ms [2022-03-02 18:29:40 main:574] : INFO : Epoch 1801 | loss: 0.0311525 | val_loss: 0.0311838 | Time: 3487.97 ms [2022-03-02 18:29:43 main:574] : INFO : Epoch 1802 | loss: 0.0311505 | val_loss: 0.0311823 | Time: 3557.82 ms [2022-03-02 18:29:47 main:574] : INFO : Epoch 1803 | loss: 0.0311517 | val_loss: 0.0311809 | Time: 3472.92 ms [2022-03-02 18:29:51 main:574] : INFO : Epoch 1804 | loss: 0.0311625 | val_loss: 0.0311778 | Time: 3572.26 ms [2022-03-02 18:29:54 main:574] : INFO : Epoch 1805 | loss: 0.0311555 | val_loss: 0.0311752 | Time: 3443.95 ms [2022-03-02 18:29:58 main:574] : INFO : Epoch 1806 | loss: 0.0311507 | val_loss: 0.0311754 | Time: 3381.98 ms [2022-03-02 18:30:01 main:574] : INFO : Epoch 1807 | loss: 0.0311525 | val_loss: 0.0311786 | Time: 3425.72 ms [2022-03-02 18:30:05 main:574] : INFO : Epoch 1808 | loss: 0.0311561 | val_loss: 0.0311752 | Time: 3429.93 ms [2022-03-02 18:30:08 main:574] : INFO : Epoch 1809 | loss: 0.0311529 | val_loss: 0.0311728 | Time: 3583.6 ms [2022-03-02 18:30:12 main:574] : INFO : Epoch 1810 | loss: 0.0311484 | val_loss: 0.0311809 | Time: 3618.09 ms [2022-03-02 18:30:15 main:574] : INFO : Epoch 1811 | loss: 0.0311456 | val_loss: 0.0311814 | Time: 3516.86 ms [2022-03-02 18:30:19 main:574] : INFO : Epoch 1812 | loss: 0.0311469 | val_loss: 0.0311781 | Time: 3450.02 ms [2022-03-02 18:30:22 main:574] : INFO : Epoch 1813 | loss: 0.0311455 | val_loss: 0.0311852 | Time: 3381.69 ms [2022-03-02 18:30:26 main:574] : INFO : Epoch 1814 | loss: 0.031144 | val_loss: 0.0311792 | Time: 3429.3 ms [2022-03-02 18:30:29 main:574] : INFO : Epoch 1815 | loss: 0.0311431 | val_loss: 0.031182 | Time: 3562.14 ms [2022-03-02 18:30:33 main:574] : INFO : Epoch 1816 | loss: 0.0311439 | val_loss: 0.0311837 | Time: 3426.14 ms [2022-03-02 18:30:36 main:574] : INFO : Epoch 1817 | loss: 0.031144 | val_loss: 0.0311789 | Time: 3346.14 ms [2022-03-02 18:30:40 main:574] : INFO : Epoch 1818 | loss: 0.031149 | val_loss: 0.0311871 | Time: 3636.1 ms [2022-03-02 18:30:44 main:574] : INFO : Epoch 1819 | loss: 0.0311467 | val_loss: 0.0311831 | Time: 3749.33 ms [2022-03-02 18:30:47 main:574] : INFO : Epoch 1820 | loss: 0.0311492 | val_loss: 0.0311786 | Time: 3622.41 ms [2022-03-02 18:30:51 main:574] : INFO : Epoch 1821 | loss: 0.0311479 | val_loss: 0.0311879 | Time: 3637.63 ms [2022-03-02 18:30:55 main:574] : INFO : Epoch 1822 | loss: 0.0311455 | val_loss: 0.031184 | Time: 3478.94 ms [2022-03-02 18:30:58 main:574] : INFO : Epoch 1823 | loss: 0.0311449 | val_loss: 0.0311778 | Time: 3356.83 ms [2022-03-02 18:31:02 main:574] : INFO : Epoch 1824 | loss: 0.0311448 | val_loss: 0.0311813 | Time: 3605.99 ms [2022-03-02 18:31:05 main:574] : INFO : Epoch 1825 | loss: 0.0311448 | val_loss: 0.0311837 | Time: 3604.33 ms [2022-03-02 18:31:09 main:574] : INFO : Epoch 1826 | loss: 0.0311441 | val_loss: 0.0311805 | Time: 3645.09 ms [2022-03-02 18:31:12 main:574] : INFO : Epoch 1827 | loss: 0.0311446 | val_loss: 0.0311864 | Time: 3481.82 ms [2022-03-02 18:31:16 main:574] : INFO : Epoch 1828 | loss: 0.0311497 | val_loss: 0.0311782 | Time: 3560.42 ms [2022-03-02 18:31:20 main:574] : INFO : Epoch 1829 | loss: 0.0311538 | val_loss: 0.031179 | Time: 3507.37 ms [2022-03-02 18:31:23 main:574] : INFO : Epoch 1830 | loss: 0.0311498 | val_loss: 0.0311791 | Time: 3614.14 ms [2022-03-02 18:31:27 main:574] : INFO : Epoch 1831 | loss: 0.0311476 | val_loss: 0.0311899 | Time: 3652.64 ms [2022-03-02 18:31:31 main:574] : INFO : Epoch 1832 | loss: 0.0311493 | val_loss: 0.0311817 | Time: 3600.21 ms [2022-03-02 18:31:34 main:574] : INFO : Epoch 1833 | loss: 0.0311491 | val_loss: 0.0311798 | Time: 3325.62 ms [2022-03-02 18:31:38 main:574] : INFO : Epoch 1834 | loss: 0.0311502 | val_loss: 0.0311799 | Time: 3592.11 ms [2022-03-02 18:31:41 main:574] : INFO : Epoch 1835 | loss: 0.0311479 | val_loss: 0.0311763 | Time: 3550.72 ms [2022-03-02 18:31:45 main:574] : INFO : Epoch 1836 | loss: 0.0311449 | val_loss: 0.0311793 | Time: 3511.89 ms [2022-03-02 18:31:48 main:574] : INFO : Epoch 1837 | loss: 0.0311427 | val_loss: 0.0311819 | Time: 3498.45 ms [2022-03-02 18:31:52 main:574] : INFO : Epoch 1838 | loss: 0.0311414 | val_loss: 0.0311809 | Time: 3468.48 ms [2022-03-02 18:31:55 main:574] : INFO : Epoch 1839 | loss: 0.0311472 | val_loss: 0.0311854 | Time: 3584.84 ms [2022-03-02 18:31:59 main:574] : INFO : Epoch 1840 | loss: 0.0311464 | val_loss: 0.0311789 | Time: 3561.82 ms [2022-03-02 18:32:03 main:574] : INFO : Epoch 1841 | loss: 0.0311467 | val_loss: 0.0311843 | Time: 3614.97 ms [2022-03-02 18:32:06 main:574] : INFO : Epoch 1842 | loss: 0.0311413 | val_loss: 0.0311809 | Time: 3501.66 ms [2022-03-02 18:32:10 main:574] : INFO : Epoch 1843 | loss: 0.0311399 | val_loss: 0.0311805 | Time: 3538.49 ms [2022-03-02 18:32:14 main:574] : INFO : Epoch 1844 | loss: 0.0311395 | val_loss: 0.0311808 | Time: 3654.19 ms [2022-03-02 18:32:17 main:574] : INFO : Epoch 1845 | loss: 0.0311432 | val_loss: 0.0311804 | Time: 3475.35 ms [2022-03-02 18:32:21 main:574] : INFO : Epoch 1846 | loss: 0.0311412 | val_loss: 0.0311825 | Time: 3494.23 ms [2022-03-02 18:32:24 main:574] : INFO : Epoch 1847 | loss: 0.0311409 | val_loss: 0.0311834 | Time: 3462.56 ms [2022-03-02 18:32:28 main:574] : INFO : Epoch 1848 | loss: 0.0311434 | val_loss: 0.0311882 | Time: 3498.92 ms [2022-03-02 18:32:31 main:574] : INFO : Epoch 1849 | loss: 0.031143 | val_loss: 0.0311807 | Time: 3639.33 ms [2022-03-02 18:32:35 main:574] : INFO : Epoch 1850 | loss: 0.0311456 | val_loss: 0.0311902 | Time: 3740.01 ms [2022-03-02 18:32:39 main:574] : INFO : Epoch 1851 | loss: 0.0311436 | val_loss: 0.0311822 | Time: 3568.21 ms [2022-03-02 18:32:42 main:574] : INFO : Epoch 1852 | loss: 0.031144 | val_loss: 0.0311845 | Time: 3489.02 ms [2022-03-02 18:32:46 main:574] : INFO : Epoch 1853 | loss: 0.0311472 | val_loss: 0.0311846 | Time: 3549.78 ms [2022-03-02 18:32:49 main:574] : INFO : Epoch 1854 | loss: 0.031147 | val_loss: 0.0311811 | Time: 3586.8 ms [2022-03-02 18:32:53 main:574] : INFO : Epoch 1855 | loss: 0.0311432 | val_loss: 0.0311813 | Time: 3472.1 ms [2022-03-02 18:32:57 main:574] : INFO : Epoch 1856 | loss: 0.0311406 | val_loss: 0.0311839 | Time: 3579.73 ms [2022-03-02 18:33:00 main:574] : INFO : Epoch 1857 | loss: 0.0311424 | val_loss: 0.0311867 | Time: 3436.72 ms [2022-03-02 18:33:04 main:574] : INFO : Epoch 1858 | loss: 0.0311434 | val_loss: 0.0311874 | Time: 3740.13 ms [2022-03-02 18:33:07 main:574] : INFO : Epoch 1859 | loss: 0.0311476 | val_loss: 0.0311789 | Time: 3485.94 ms [2022-03-02 18:33:11 main:574] : INFO : Epoch 1860 | loss: 0.0311558 | val_loss: 0.0311839 | Time: 3573.51 ms [2022-03-02 18:33:14 main:574] : INFO : Epoch 1861 | loss: 0.031153 | val_loss: 0.0311908 | Time: 3453.47 ms [2022-03-02 18:33:18 main:574] : INFO : Epoch 1862 | loss: 0.0311462 | val_loss: 0.0311826 | Time: 3508.8 ms [2022-03-02 18:33:21 main:574] : INFO : Epoch 1863 | loss: 0.031142 | val_loss: 0.0311852 | Time: 3456.95 ms [2022-03-02 18:33:25 main:574] : INFO : Epoch 1864 | loss: 0.0311416 | val_loss: 0.0311828 | Time: 3574.87 ms [2022-03-02 18:33:29 main:574] : INFO : Epoch 1865 | loss: 0.0311451 | val_loss: 0.0311856 | Time: 3540.94 ms [2022-03-02 18:33:32 main:574] : INFO : Epoch 1866 | loss: 0.0311402 | val_loss: 0.0311845 | Time: 3476.48 ms [2022-03-02 18:33:36 main:574] : INFO : Epoch 1867 | loss: 0.0311413 | val_loss: 0.0311818 | Time: 3426.81 ms [2022-03-02 18:33:39 main:574] : INFO : Epoch 1868 | loss: 0.0311447 | val_loss: 0.0311819 | Time: 3632.43 ms [2022-03-02 18:33:43 main:574] : INFO : Epoch 1869 | loss: 0.031144 | val_loss: 0.0311813 | Time: 3427.2 ms [2022-03-02 18:33:47 main:574] : INFO : Epoch 1870 | loss: 0.031141 | val_loss: 0.0311825 | Time: 3783.95 ms [2022-03-02 18:33:50 main:574] : INFO : Epoch 1871 | loss: 0.0311405 | val_loss: 0.0311808 | Time: 3574.05 ms [2022-03-02 18:33:54 main:574] : INFO : Epoch 1872 | loss: 0.0311407 | val_loss: 0.0311903 | Time: 3316.28 ms [2022-03-02 18:33:57 main:574] : INFO : Epoch 1873 | loss: 0.0311458 | val_loss: 0.0311845 | Time: 3725.51 ms [2022-03-02 18:34:01 main:574] : INFO : Epoch 1874 | loss: 0.0311433 | val_loss: 0.0311901 | Time: 3491.19 ms [2022-03-02 18:34:04 main:574] : INFO : Epoch 1875 | loss: 0.0311384 | val_loss: 0.0311803 | Time: 3519.59 ms [2022-03-02 18:34:08 main:574] : INFO : Epoch 1876 | loss: 0.0311397 | val_loss: 0.0311769 | Time: 3585.66 ms [2022-03-02 18:34:12 main:574] : INFO : Epoch 1877 | loss: 0.0311409 | val_loss: 0.0311837 | Time: 3428.4 ms [2022-03-02 18:34:15 main:574] : INFO : Epoch 1878 | loss: 0.0311416 | val_loss: 0.0311776 | Time: 3431 ms [2022-03-02 18:34:19 main:574] : INFO : Epoch 1879 | loss: 0.0311579 | val_loss: 0.031181 | Time: 3655.24 ms [2022-03-02 18:34:22 main:574] : INFO : Epoch 1880 | loss: 0.0311568 | val_loss: 0.031187 | Time: 3710.42 ms [2022-03-02 18:34:26 main:574] : INFO : Epoch 1881 | loss: 0.0311467 | val_loss: 0.0311849 | Time: 3597.32 ms [2022-03-02 18:34:30 main:574] : INFO : Epoch 1882 | loss: 0.0311441 | val_loss: 0.0311822 | Time: 3455.94 ms [2022-03-02 18:34:33 main:574] : INFO : Epoch 1883 | loss: 0.0311413 | val_loss: 0.0311835 | Time: 3464.71 ms [2022-03-02 18:34:37 main:574] : INFO : Epoch 1884 | loss: 0.0311397 | val_loss: 0.0311841 | Time: 3850.48 ms [2022-03-02 18:34:40 main:574] : INFO : Epoch 1885 | loss: 0.0311425 | val_loss: 0.0311905 | Time: 3415.34 ms [2022-03-02 18:34:44 main:574] : INFO : Epoch 1886 | loss: 0.0311513 | val_loss: 0.031178 | Time: 3555.29 ms [2022-03-02 18:34:47 main:574] : INFO : Epoch 1887 | loss: 0.0311451 | val_loss: 0.0311871 | Time: 3264.27 ms [2022-03-02 18:34:51 main:574] : INFO : Epoch 1888 | loss: 0.0311409 | val_loss: 0.0311794 | Time: 3459.1 ms [2022-03-02 18:34:54 main:574] : INFO : Epoch 1889 | loss: 0.0311402 | val_loss: 0.0311826 | Time: 3363.79 ms [2022-03-02 18:34:58 main:574] : INFO : Epoch 1890 | loss: 0.0311402 | val_loss: 0.0311853 | Time: 3371.39 ms [2022-03-02 18:35:01 main:574] : INFO : Epoch 1891 | loss: 0.0311401 | val_loss: 0.0311872 | Time: 3500.15 ms [2022-03-02 18:35:05 main:574] : INFO : Epoch 1892 | loss: 0.0311419 | val_loss: 0.0311832 | Time: 3660.56 ms [2022-03-02 18:35:08 main:574] : INFO : Epoch 1893 | loss: 0.0311428 | val_loss: 0.0311851 | Time: 3462.65 ms [2022-03-02 18:35:12 main:574] : INFO : Epoch 1894 | loss: 0.0311405 | val_loss: 0.031182 | Time: 3523.61 ms [2022-03-02 18:35:16 main:574] : INFO : Epoch 1895 | loss: 0.0311388 | val_loss: 0.0311816 | Time: 3616.25 ms [2022-03-02 18:35:19 main:574] : INFO : Epoch 1896 | loss: 0.0311396 | val_loss: 0.0311842 | Time: 3652.37 ms [2022-03-02 18:35:23 main:574] : INFO : Epoch 1897 | loss: 0.0311388 | val_loss: 0.0311825 | Time: 3591.19 ms [2022-03-02 18:35:26 main:574] : INFO : Epoch 1898 | loss: 0.03114 | val_loss: 0.0311846 | Time: 3452.52 ms [2022-03-02 18:35:30 main:574] : INFO : Epoch 1899 | loss: 0.031139 | val_loss: 0.0311861 | Time: 3504.43 ms [2022-03-02 18:35:33 main:574] : INFO : Epoch 1900 | loss: 0.0311384 | val_loss: 0.0311858 | Time: 3561.81 ms [2022-03-02 18:35:37 main:574] : INFO : Epoch 1901 | loss: 0.0311382 | val_loss: 0.0311827 | Time: 3661.53 ms [2022-03-02 18:35:41 main:574] : INFO : Epoch 1902 | loss: 0.0311396 | val_loss: 0.0311858 | Time: 3580.5 ms [2022-03-02 18:35:45 main:574] : INFO : Epoch 1903 | loss: 0.031137 | val_loss: 0.031189 | Time: 3718.45 ms [2022-03-02 18:35:48 main:574] : INFO : Epoch 1904 | loss: 0.0311388 | val_loss: 0.0311868 | Time: 3654.58 ms [2022-03-02 18:35:52 main:574] : INFO : Epoch 1905 | loss: nan | val_loss: nan | Time: 3558.64 ms [2022-03-02 18:35:56 main:574] : INFO : Epoch 1906 | loss: nan | val_loss: nan | Time: 3486.74 ms [2022-03-02 18:35:59 main:574] : INFO : Epoch 1907 | loss: nan | val_loss: nan | Time: 3659.39 ms [2022-03-02 18:36:03 main:574] : INFO : Epoch 1908 | loss: nan | val_loss: nan | Time: 3394.5 ms [2022-03-02 18:36:06 main:574] : INFO : Epoch 1909 | loss: nan | val_loss: nan | Time: 3393.25 ms [2022-03-02 18:36:09 main:574] : INFO : Epoch 1910 | loss: nan | val_loss: nan | Time: 3300.44 ms [2022-03-02 18:36:13 main:574] : INFO : Epoch 1911 | loss: nan | val_loss: nan | Time: 3593.76 ms [2022-03-02 18:36:17 main:574] : INFO : Epoch 1912 | loss: nan | val_loss: nan | Time: 3534.58 ms [2022-03-02 18:36:20 main:574] : INFO : Epoch 1913 | loss: nan | val_loss: nan | Time: 3464.99 ms [2022-03-02 18:36:24 main:574] : INFO : Epoch 1914 | loss: nan | val_loss: nan | Time: 3521.47 ms [2022-03-02 18:36:27 main:574] : INFO : Epoch 1915 | loss: nan | val_loss: nan | Time: 3499.81 ms [2022-03-02 18:36:31 main:574] : INFO : Epoch 1916 | loss: nan | val_loss: nan | Time: 3485.5 ms [2022-03-02 18:36:34 main:574] : INFO : Epoch 1917 | loss: nan | val_loss: nan | Time: 3524.46 ms [2022-03-02 18:36:38 main:574] : INFO : Epoch 1918 | loss: nan | val_loss: nan | Time: 3642.81 ms [2022-03-02 18:36:41 main:574] : INFO : Epoch 1919 | loss: nan | val_loss: nan | Time: 3275.22 ms [2022-03-02 18:36:45 main:574] : INFO : Epoch 1920 | loss: nan | val_loss: nan | Time: 3585.17 ms [2022-03-02 18:36:48 main:574] : INFO : Epoch 1921 | loss: nan | val_loss: nan | Time: 3495.12 ms [2022-03-02 18:36:52 main:574] : INFO : Epoch 1922 | loss: nan | val_loss: nan | Time: 3592.48 ms [2022-03-02 18:36:56 main:574] : INFO : Epoch 1923 | loss: nan | val_loss: nan | Time: 3390.32 ms [2022-03-02 18:36:59 main:574] : INFO : Epoch 1924 | loss: nan | val_loss: nan | Time: 3408.81 ms [2022-03-02 18:37:03 main:574] : INFO : Epoch 1925 | loss: nan | val_loss: nan | Time: 3488.77 ms [2022-03-02 18:37:06 main:574] : INFO : Epoch 1926 | loss: nan | val_loss: nan | Time: 3483.16 ms [2022-03-02 18:37:10 main:574] : INFO : Epoch 1927 | loss: nan | val_loss: nan | Time: 3586.01 ms [2022-03-02 18:37:13 main:574] : INFO : Epoch 1928 | loss: nan | val_loss: nan | Time: 3585.58 ms [2022-03-02 18:37:17 main:574] : INFO : Epoch 1929 | loss: nan | val_loss: nan | Time: 3539.08 ms [2022-03-02 18:37:20 main:574] : INFO : Epoch 1930 | loss: nan | val_loss: nan | Time: 3526.39 ms [2022-03-02 18:37:24 main:574] : INFO : Epoch 1931 | loss: nan | val_loss: nan | Time: 3520.06 ms [2022-03-02 18:37:28 main:574] : INFO : Epoch 1932 | loss: nan | val_loss: nan | Time: 3509.74 ms [2022-03-02 18:37:31 main:574] : INFO : Epoch 1933 | loss: nan | val_loss: nan | Time: 3651.1 ms [2022-03-02 18:37:35 main:574] : INFO : Epoch 1934 | loss: nan | val_loss: nan | Time: 3553.45 ms [2022-03-02 18:37:38 main:574] : INFO : Epoch 1935 | loss: nan | val_loss: nan | Time: 3416.15 ms [2022-03-02 18:37:42 main:574] : INFO : Epoch 1936 | loss: nan | val_loss: nan | Time: 3504.27 ms [2022-03-02 18:37:45 main:574] : INFO : Epoch 1937 | loss: nan | val_loss: nan | Time: 3440.69 ms [2022-03-02 18:37:49 main:574] : INFO : Epoch 1938 | loss: nan | val_loss: nan | Time: 3414.27 ms [2022-03-02 18:37:52 main:574] : INFO : Epoch 1939 | loss: nan | val_loss: nan | Time: 3430.1 ms [2022-03-02 18:37:56 main:574] : INFO : Epoch 1940 | loss: nan | val_loss: nan | Time: 3460.39 ms [2022-03-02 18:37:59 main:574] : INFO : Epoch 1941 | loss: nan | val_loss: nan | Time: 3444.08 ms [2022-03-02 18:38:03 main:574] : INFO : Epoch 1942 | loss: nan | val_loss: nan | Time: 3708.58 ms [2022-03-02 18:38:07 main:574] : INFO : Epoch 1943 | loss: nan | val_loss: nan | Time: 3567.21 ms [2022-03-02 18:38:10 main:574] : INFO : Epoch 1944 | loss: nan | val_loss: nan | Time: 3580.8 ms [2022-03-02 18:38:14 main:574] : INFO : Epoch 1945 | loss: nan | val_loss: nan | Time: 3486.22 ms [2022-03-02 18:38:17 main:574] : INFO : Epoch 1946 | loss: nan | val_loss: nan | Time: 3492.59 ms [2022-03-02 18:38:21 main:574] : INFO : Epoch 1947 | loss: nan | val_loss: nan | Time: 3429.13 ms [2022-03-02 18:38:24 main:574] : INFO : Epoch 1948 | loss: nan | val_loss: nan | Time: 3488.89 ms [2022-03-02 18:38:28 main:574] : INFO : Epoch 1949 | loss: nan | val_loss: nan | Time: 3446.46 ms [2022-03-02 18:38:31 main:574] : INFO : Epoch 1950 | loss: nan | val_loss: nan | Time: 3490.99 ms [2022-03-02 18:38:35 main:574] : INFO : Epoch 1951 | loss: nan | val_loss: nan | Time: 3603.92 ms [2022-03-02 18:38:39 main:574] : INFO : Epoch 1952 | loss: nan | val_loss: nan | Time: 3666.36 ms [2022-03-02 18:38:42 main:574] : INFO : Epoch 1953 | loss: nan | val_loss: nan | Time: 3632.68 ms [2022-03-02 18:38:46 main:574] : INFO : Epoch 1954 | loss: nan | val_loss: nan | Time: 3190.73 ms [2022-03-02 18:38:49 main:574] : INFO : Epoch 1955 | loss: nan | val_loss: nan | Time: 3536.1 ms [2022-03-02 18:38:53 main:574] : INFO : Epoch 1956 | loss: nan | val_loss: nan | Time: 3492.54 ms [2022-03-02 18:38:56 main:574] : INFO : Epoch 1957 | loss: nan | val_loss: nan | Time: 3416.88 ms [2022-03-02 18:39:00 main:574] : INFO : Epoch 1958 | loss: nan | val_loss: nan | Time: 3335.94 ms [2022-03-02 18:39:03 main:574] : INFO : Epoch 1959 | loss: nan | val_loss: nan | Time: 3656.56 ms [2022-03-02 18:39:07 main:574] : INFO : Epoch 1960 | loss: nan | val_loss: nan | Time: 3445.97 ms [2022-03-02 18:39:10 main:574] : INFO : Epoch 1961 | loss: nan | val_loss: nan | Time: 3496.58 ms [2022-03-02 18:39:14 main:574] : INFO : Epoch 1962 | loss: nan | val_loss: nan | Time: 3691.33 ms [2022-03-02 18:39:18 main:574] : INFO : Epoch 1963 | loss: nan | val_loss: nan | Time: 3515.49 ms [2022-03-02 18:39:21 main:574] : INFO : Epoch 1964 | loss: nan | val_loss: nan | Time: 3367.34 ms [2022-03-02 18:39:25 main:574] : INFO : Epoch 1965 | loss: nan | val_loss: nan | Time: 3479.7 ms [2022-03-02 18:39:28 main:574] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 3447.03 ms [2022-03-02 18:39:32 main:574] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 3363.92 ms [2022-03-02 18:39:35 main:574] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 3471.27 ms [2022-03-02 18:39:39 main:574] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 3465.92 ms [2022-03-02 18:39:42 main:574] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 3585.13 ms [2022-03-02 18:39:46 main:574] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 3758.98 ms [2022-03-02 18:39:49 main:574] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 3342.04 ms [2022-03-02 18:39:53 main:574] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 3291.14 ms [2022-03-02 18:39:56 main:574] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 3511.11 ms [2022-03-02 18:40:00 main:574] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 3505.11 ms [2022-03-02 18:40:03 main:574] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 3426.89 ms [2022-03-02 18:40:07 main:574] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 3368.47 ms [2022-03-02 18:40:10 main:574] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 3577.79 ms [2022-03-02 18:40:14 main:574] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 3458.11 ms [2022-03-02 18:40:17 main:574] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 3546.09 ms [2022-03-02 18:40:21 main:574] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 3561.5 ms [2022-03-02 18:40:25 main:574] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 3619.84 ms [2022-03-02 18:40:28 main:574] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 3386.22 ms [2022-03-02 18:40:32 main:574] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 3809.99 ms [2022-03-02 18:40:36 main:574] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 3630.73 ms [2022-03-02 18:40:39 main:574] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 3589.36 ms [2022-03-02 18:40:43 main:574] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 3396.04 ms [2022-03-02 18:40:46 main:574] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 3402.69 ms [2022-03-02 18:40:50 main:574] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 3559.02 ms [2022-03-02 18:40:53 main:574] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 3473.4 ms [2022-03-02 18:40:57 main:574] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 3519.96 ms [2022-03-02 18:41:01 main:574] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 3805.47 ms [2022-03-02 18:41:04 main:574] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 3427.82 ms [2022-03-02 18:41:07 main:574] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 3332.28 ms [2022-03-02 18:41:11 main:574] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 3394.77 ms [2022-03-02 18:41:14 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 3377.85 ms [2022-03-02 18:41:18 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 3405.64 ms [2022-03-02 18:41:21 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 3461.55 ms [2022-03-02 18:41:25 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 3497.74 ms [2022-03-02 18:41:28 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 3368.59 ms [2022-03-02 18:41:32 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 3408.26 ms [2022-03-02 18:41:35 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 3586.43 ms [2022-03-02 18:41:39 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 3656.69 ms [2022-03-02 18:41:43 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 3746.96 ms [2022-03-02 18:41:46 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 3440.32 ms [2022-03-02 18:41:50 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 3803.58 ms [2022-03-02 18:41:54 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 3491.37 ms [2022-03-02 18:41:57 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 3480.21 ms [2022-03-02 18:42:01 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 3485.12 ms [2022-03-02 18:42:05 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 3661.15 ms [2022-03-02 18:42:08 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 3539.56 ms [2022-03-02 18:42:12 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 3653.39 ms [2022-03-02 18:42:15 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 3494.77 ms [2022-03-02 18:42:19 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 3501.94 ms [2022-03-02 18:42:22 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 3558.74 ms [2022-03-02 18:42:26 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 3537.52 ms [2022-03-02 18:42:30 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 3511.38 ms [2022-03-02 18:42:33 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 3567.48 ms [2022-03-02 18:42:37 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 3344.04 ms [2022-03-02 18:42:40 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 3494.62 ms [2022-03-02 18:42:44 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 3500.84 ms [2022-03-02 18:42:47 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 3318.87 ms [2022-03-02 18:42:50 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 3399.82 ms [2022-03-02 18:42:54 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 3538.99 ms [2022-03-02 18:42:58 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 3555.17 ms [2022-03-02 18:43:01 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 3527.76 ms [2022-03-02 18:43:05 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 3496.16 ms [2022-03-02 18:43:08 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 3588.71 ms [2022-03-02 18:43:12 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 3534.84 ms [2022-03-02 18:43:15 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 3498.76 ms [2022-03-02 18:43:19 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 3503.33 ms [2022-03-02 18:43:23 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 3533.96 ms [2022-03-02 18:43:26 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 3642.08 ms [2022-03-02 18:43:30 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 3443.19 ms [2022-03-02 18:43:33 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 3515.81 ms [2022-03-02 18:43:37 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 3424 ms [2022-03-02 18:43:41 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 3626.68 ms [2022-03-02 18:43:44 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 3590.73 ms [2022-03-02 18:43:48 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 3745.64 ms [2022-03-02 18:43:52 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 3571.97 ms [2022-03-02 18:43:55 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 3550.81 ms [2022-03-02 18:43:59 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 3553.94 ms [2022-03-02 18:44:03 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 3684.52 ms [2022-03-02 18:44:06 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 3447.82 ms [2022-03-02 18:44:10 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 3523.52 ms [2022-03-02 18:44:13 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 3344.17 ms [2022-03-02 18:44:17 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 3542.46 ms [2022-03-02 18:44:20 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 3416.19 ms [2022-03-02 18:44:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2022-03-02 18:44:20 main:603] : INFO : Saving end state to config to file [2022-03-02 18:44:20 main:608] : INFO : Success, exiting.. 18:44:20 (12356): 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)