Task 12590473
| Name | ParityModified-1645996799-23123-2-0_0 |
| Workunit | 9749403 |
| Created | 6 Mar 2022, 2:05:51 UTC |
| Sent | 8 Mar 2022, 0:44:41 UTC |
| Report deadline | 16 Mar 2022, 0:44:41 UTC |
| Received | 9 Mar 2022, 9:00:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 42 min 1 sec |
| CPU time | 1 hours 39 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311774 | val_loss: 0.0311755 | Time: 2509.29 ms
[2022-03-09 08:36:05 main:574] : INFO : Epoch 1543 | loss: 0.0311748 | val_loss: 0.0311754 | Time: 3049.35 ms
[2022-03-09 08:36:07 main:574] : INFO : Epoch 1544 | loss: 0.0311739 | val_loss: 0.0311756 | Time: 2684.99 ms
[2022-03-09 08:36:10 main:574] : INFO : Epoch 1545 | loss: 0.0311738 | val_loss: 0.031175 | Time: 2651.74 ms
[2022-03-09 08:36:13 main:574] : INFO : Epoch 1546 | loss: 0.0311736 | val_loss: 0.0311753 | Time: 2349.76 ms
[2022-03-09 08:36:15 main:574] : INFO : Epoch 1547 | loss: 0.0311735 | val_loss: 0.0311748 | Time: 2536.08 ms
[2022-03-09 08:36:18 main:574] : INFO : Epoch 1548 | loss: 0.0311732 | val_loss: 0.0311745 | Time: 2430.45 ms
[2022-03-09 08:36:20 main:574] : INFO : Epoch 1549 | loss: 0.0311737 | val_loss: 0.0311738 | Time: 2684.74 ms
[2022-03-09 08:36:23 main:574] : INFO : Epoch 1550 | loss: 0.0311739 | val_loss: 0.0311753 | Time: 2525.69 ms
[2022-03-09 08:36:25 main:574] : INFO : Epoch 1551 | loss: 0.0311749 | val_loss: 0.0311757 | Time: 2361.34 ms
[2022-03-09 08:36:28 main:574] : INFO : Epoch 1552 | loss: 0.031175 | val_loss: 0.0311751 | Time: 2699.75 ms
[2022-03-09 08:36:31 main:574] : INFO : Epoch 1553 | loss: 0.0311737 | val_loss: 0.0311752 | Time: 2560.21 ms
[2022-03-09 08:36:33 main:574] : INFO : Epoch 1554 | loss: 0.0311739 | val_loss: 0.0311743 | Time: 2308.43 ms
[2022-03-09 08:36:36 main:574] : INFO : Epoch 1555 | loss: 0.031174 | val_loss: 0.0311777 | Time: 2500.31 ms
[2022-03-09 08:36:38 main:574] : INFO : Epoch 1556 | loss: 0.0311768 | val_loss: 0.0311762 | Time: 2808.5 ms
[2022-03-09 08:36:41 main:574] : INFO : Epoch 1557 | loss: 0.0311752 | val_loss: 0.0311747 | Time: 2351.48 ms
[2022-03-09 08:36:43 main:574] : INFO : Epoch 1558 | loss: 0.0311737 | val_loss: 0.031175 | Time: 2348.26 ms
[2022-03-09 08:36:46 main:574] : INFO : Epoch 1559 | loss: 0.0311732 | val_loss: 0.0311765 | Time: 2548.57 ms
[2022-03-09 08:36:48 main:574] : INFO : Epoch 1560 | loss: 0.0311734 | val_loss: 0.0311756 | Time: 2376.09 ms
[2022-03-09 08:36:51 main:574] : INFO : Epoch 1561 | loss: 0.0311736 | val_loss: 0.031175 | Time: 2455.48 ms
[2022-03-09 08:36:54 main:574] : INFO : Epoch 1562 | loss: 0.0311727 | val_loss: 0.0311747 | Time: 2730.85 ms
[2022-03-09 08:36:56 main:574] : INFO : Epoch 1563 | loss: 0.0311729 | val_loss: 0.0311744 | Time: 2790.52 ms
[2022-03-09 08:36:59 main:574] : INFO : Epoch 1564 | loss: 0.0311732 | val_loss: 0.0311757 | Time: 2926.97 ms
[2022-03-09 08:37:02 main:574] : INFO : Epoch 1565 | loss: 0.0311724 | val_loss: 0.0311742 | Time: 2490.59 ms
[2022-03-09 08:37:04 main:574] : INFO : Epoch 1566 | loss: 0.0311725 | val_loss: 0.0311752 | Time: 2402.09 ms
[2022-03-09 08:37:07 main:574] : INFO : Epoch 1567 | loss: 0.0311736 | val_loss: 0.0311742 | Time: 2487.51 ms
[2022-03-09 08:37:09 main:574] : INFO : Epoch 1568 | loss: 0.0311729 | val_loss: 0.0311739 | Time: 2427.11 ms
[2022-03-09 08:37:12 main:574] : INFO : Epoch 1569 | loss: 0.0311771 | val_loss: 0.0311764 | Time: 2664.88 ms
[2022-03-09 08:37:14 main:574] : INFO : Epoch 1570 | loss: 0.0311759 | val_loss: 0.0311754 | Time: 2278.65 ms
[2022-03-09 08:37:17 main:574] : INFO : Epoch 1571 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 2435.64 ms
[2022-03-09 08:37:19 main:574] : INFO : Epoch 1572 | loss: 0.0311743 | val_loss: 0.0311755 | Time: 2522.45 ms
[2022-03-09 08:37:22 main:574] : INFO : Epoch 1573 | loss: 0.031174 | val_loss: 0.0311759 | Time: 2621.11 ms
[2022-03-09 08:37:24 main:574] : INFO : Epoch 1574 | loss: 0.0311731 | val_loss: 0.0311745 | Time: 2295.56 ms
[2022-03-09 08:37:27 main:574] : INFO : Epoch 1575 | loss: 0.0311729 | val_loss: 0.0311753 | Time: 2491.58 ms
[2022-03-09 08:37:29 main:574] : INFO : Epoch 1576 | loss: 0.0311741 | val_loss: 0.031175 | Time: 2467.4 ms
[2022-03-09 08:37:33 main:574] : INFO : Epoch 1577 | loss: 0.0311753 | val_loss: 0.0311784 | Time: 3903.15 ms
[2022-03-09 08:37:36 main:574] : INFO : Epoch 1578 | loss: 0.0311745 | val_loss: 0.0311749 | Time: 2406.02 ms
[2022-03-09 08:37:38 main:574] : INFO : Epoch 1579 | loss: 0.0311725 | val_loss: 0.0311728 | Time: 2573.03 ms
[2022-03-09 08:37:41 main:574] : INFO : Epoch 1580 | loss: 0.0311735 | val_loss: 0.0311739 | Time: 2350.55 ms
[2022-03-09 08:37:43 main:574] : INFO : Epoch 1581 | loss: 0.0311726 | val_loss: 0.0311741 | Time: 2547.98 ms
[2022-03-09 08:37:47 main:574] : INFO : Epoch 1582 | loss: 0.0311742 | val_loss: 0.0311742 | Time: 3821.81 ms
[2022-03-09 08:37:51 main:574] : INFO : Epoch 1583 | loss: 0.031173 | val_loss: 0.0311733 | Time: 3184.44 ms
[2022-03-09 08:37:54 main:574] : INFO : Epoch 1584 | loss: 0.0311734 | val_loss: 0.0311758 | Time: 3431.29 ms
[2022-03-09 08:37:59 main:574] : INFO : Epoch 1585 | loss: 0.0311744 | val_loss: 0.0311742 | Time: 4413.57 ms
[2022-03-09 08:38:03 main:574] : INFO : Epoch 1586 | loss: 0.0311725 | val_loss: 0.0311765 | Time: 4539.53 ms
[2022-03-09 08:38:07 main:574] : INFO : Epoch 1587 | loss: 0.0311738 | val_loss: 0.0311759 | Time: 3953.12 ms
[2022-03-09 08:38:10 main:574] : INFO : Epoch 1588 | loss: 0.0311748 | val_loss: 0.0311761 | Time: 2443.75 ms
[2022-03-09 08:38:12 main:574] : INFO : Epoch 1589 | loss: 0.0311722 | val_loss: 0.0311741 | Time: 2296.56 ms
[2022-03-09 08:38:15 main:574] : INFO : Epoch 1590 | loss: 0.0311715 | val_loss: 0.0311757 | Time: 2692 ms
[2022-03-09 08:38:17 main:574] : INFO : Epoch 1591 | loss: 0.031172 | val_loss: 0.0311748 | Time: 2541.93 ms
[2022-03-09 08:38:20 main:574] : INFO : Epoch 1592 | loss: 0.0311733 | val_loss: 0.0311758 | Time: 2794.72 ms
[2022-03-09 08:38:23 main:574] : INFO : Epoch 1593 | loss: 0.0311718 | val_loss: 0.0311743 | Time: 2584.84 ms
[2022-03-09 08:38:25 main:574] : INFO : Epoch 1594 | loss: 0.0311735 | val_loss: 0.0311769 | Time: 2555.17 ms
[2022-03-09 08:38:28 main:574] : INFO : Epoch 1595 | loss: 0.0311731 | val_loss: 0.0311745 | Time: 2366.9 ms
[2022-03-09 08:38:30 main:574] : INFO : Epoch 1596 | loss: 0.0311732 | val_loss: 0.0311744 | Time: 2323.22 ms
[2022-03-09 08:38:33 main:574] : INFO : Epoch 1597 | loss: 0.0311726 | val_loss: 0.0311746 | Time: 2314.46 ms
[2022-03-09 08:38:35 main:574] : INFO : Epoch 1598 | loss: 0.031174 | val_loss: 0.0311739 | Time: 2418.34 ms
[2022-03-09 08:38:38 main:574] : INFO : Epoch 1599 | loss: 0.031175 | val_loss: 0.031178 | Time: 2678.15 ms
[2022-03-09 08:38:41 main:574] : INFO : Epoch 1600 | loss: 0.0311749 | val_loss: 0.0311739 | Time: 2691.42 ms
[2022-03-09 08:38:43 main:574] : INFO : Epoch 1601 | loss: 0.0311756 | val_loss: 0.0311766 | Time: 2288.38 ms
[2022-03-09 08:38:45 main:574] : INFO : Epoch 1602 | loss: 0.0311739 | val_loss: 0.0311746 | Time: 2412.71 ms
[2022-03-09 08:38:48 main:574] : INFO : Epoch 1603 | loss: 0.0311748 | val_loss: 0.0311757 | Time: 2544.64 ms
[2022-03-09 08:38:50 main:574] : INFO : Epoch 1604 | loss: 0.0311755 | val_loss: 0.0311754 | Time: 2291.5 ms
[2022-03-09 08:38:53 main:574] : INFO : Epoch 1605 | loss: 0.0311726 | val_loss: 0.031173 | Time: 2267.77 ms
[2022-03-09 08:38:55 main:574] : INFO : Epoch 1606 | loss: 0.0311727 | val_loss: 0.0311744 | Time: 2422.1 ms
[2022-03-09 08:38:58 main:574] : INFO : Epoch 1607 | loss: 0.0311733 | val_loss: 0.0311776 | Time: 2439.61 ms
[2022-03-09 08:39:00 main:574] : INFO : Epoch 1608 | loss: 0.0311732 | val_loss: 0.0311753 | Time: 2337.29 ms
[2022-03-09 08:39:02 main:574] : INFO : Epoch 1609 | loss: 0.031172 | val_loss: 0.0311734 | Time: 2457.09 ms
[2022-03-09 08:39:05 main:574] : INFO : Epoch 1610 | loss: 0.0311721 | val_loss: 0.031173 | Time: 2393.82 ms
[2022-03-09 08:39:07 main:574] : INFO : Epoch 1611 | loss: 0.0311717 | val_loss: 0.0311746 | Time: 2464.88 ms
[2022-03-09 08:39:10 main:574] : INFO : Epoch 1612 | loss: 0.0311728 | val_loss: 0.0311744 | Time: 2299.86 ms
[2022-03-09 08:39:12 main:574] : INFO : Epoch 1613 | loss: 0.0311733 | val_loss: 0.0311733 | Time: 2283.57 ms
[2022-03-09 08:39:14 main:574] : INFO : Epoch 1614 | loss: 0.0311748 | val_loss: 0.0311752 | Time: 2272.35 ms
[2022-03-09 08:39:17 main:574] : INFO : Epoch 1615 | loss: 0.0311737 | val_loss: 0.0311747 | Time: 2531.63 ms
[2022-03-09 08:39:19 main:574] : INFO : Epoch 1616 | loss: 0.0311723 | val_loss: 0.0311738 | Time: 2434.46 ms
[2022-03-09 08:39:22 main:574] : INFO : Epoch 1617 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 2438.01 ms
[2022-03-09 08:39:24 main:574] : INFO : Epoch 1618 | loss: 0.0311727 | val_loss: 0.031175 | Time: 2344.24 ms
[2022-03-09 08:39:27 main:574] : INFO : Epoch 1619 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 2390.27 ms
[2022-03-09 08:39:30 main:574] : INFO : Epoch 1620 | loss: 0.0311711 | val_loss: 0.0311745 | Time: 2717.87 ms
[2022-03-09 08:39:32 main:574] : INFO : Epoch 1621 | loss: 0.0311705 | val_loss: 0.0311736 | Time: 2456.29 ms
[2022-03-09 08:39:34 main:574] : INFO : Epoch 1622 | loss: 0.0311715 | val_loss: 0.0311733 | Time: 2344.94 ms
[2022-03-09 08:39:37 main:574] : INFO : Epoch 1623 | loss: 0.031172 | val_loss: 0.0311734 | Time: 2375.94 ms
[2022-03-09 08:39:39 main:574] : INFO : Epoch 1624 | loss: 0.0311722 | val_loss: 0.0311734 | Time: 2292.93 ms
[2022-03-09 08:39:42 main:574] : INFO : Epoch 1625 | loss: 0.0311711 | val_loss: 0.031172 | Time: 2331.56 ms
[2022-03-09 08:39:45 main:574] : INFO : Epoch 1626 | loss: 0.0311717 | val_loss: 0.0311749 | Time: 3148.86 ms
[2022-03-09 08:39:48 main:574] : INFO : Epoch 1627 | loss: 0.0311743 | val_loss: 0.0311785 | Time: 2826.09 ms
[2022-03-09 08:39:51 main:574] : INFO : Epoch 1628 | loss: 0.0311728 | val_loss: 0.0311734 | Time: 3022.66 ms
[2022-03-09 08:39:54 main:574] : INFO : Epoch 1629 | loss: 0.0311716 | val_loss: 0.0311762 | Time: 3256.56 ms
[2022-03-09 08:39:56 main:574] : INFO : Epoch 1630 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 2418.69 ms
[2022-03-09 08:40:00 main:574] : INFO : Epoch 1631 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 3380.51 ms
[2022-03-09 08:40:04 main:574] : INFO : Epoch 1632 | loss: 0.0311696 | val_loss: 0.031173 | Time: 4014.86 ms
[2022-03-09 08:40:06 main:574] : INFO : Epoch 1633 | loss: 0.0311704 | val_loss: 0.0311738 | Time: 2252.81 ms
[2022-03-09 08:40:09 main:574] : INFO : Epoch 1634 | loss: 0.0311703 | val_loss: 0.0311728 | Time: 2354.33 ms
[2022-03-09 08:40:12 main:574] : INFO : Epoch 1635 | loss: 0.0311697 | val_loss: 0.0311732 | Time: 2835.71 ms
[2022-03-09 08:40:15 main:574] : INFO : Epoch 1636 | loss: 0.0311702 | val_loss: 0.031175 | Time: 3497.62 ms
[2022-03-09 08:40:18 main:574] : INFO : Epoch 1637 | loss: 0.0311713 | val_loss: 0.0311734 | Time: 2388.76 ms
[2022-03-09 08:40:20 main:574] : INFO : Epoch 1638 | loss: 0.031171 | val_loss: 0.031174 | Time: 2850.51 ms
[2022-03-09 08:40:23 main:574] : INFO : Epoch 1639 | loss: 0.0311695 | val_loss: 0.0311728 | Time: 2441.12 ms
[2022-03-09 08:40:26 main:574] : INFO : Epoch 1640 | loss: 0.0311696 | val_loss: 0.0311733 | Time: 2520.99 ms
[2022-03-09 08:40:28 main:574] : INFO : Epoch 1641 | loss: 0.0311703 | val_loss: 0.0311731 | Time: 2370.82 ms
[2022-03-09 08:40:30 main:574] : INFO : Epoch 1642 | loss: 0.031171 | val_loss: 0.0311741 | Time: 2248.4 ms
[2022-03-09 08:40:33 main:574] : INFO : Epoch 1643 | loss: 0.0311707 | val_loss: 0.0311741 | Time: 2288.86 ms
[2022-03-09 08:40:35 main:574] : INFO : Epoch 1644 | loss: 0.0311698 | val_loss: 0.0311741 | Time: 2354.68 ms
[2022-03-09 08:40:38 main:574] : INFO : Epoch 1645 | loss: 0.0311698 | val_loss: 0.0311726 | Time: 2811.59 ms
[2022-03-09 08:40:40 main:574] : INFO : Epoch 1646 | loss: 0.0311697 | val_loss: 0.031173 | Time: 2588.78 ms
[2022-03-09 08:40:43 main:574] : INFO : Epoch 1647 | loss: 0.0311694 | val_loss: 0.0311734 | Time: 2831.3 ms
[2022-03-09 08:40:46 main:574] : INFO : Epoch 1648 | loss: 0.0311693 | val_loss: 0.0311737 | Time: 2302.82 ms
[2022-03-09 08:40:48 main:574] : INFO : Epoch 1649 | loss: 0.0311696 | val_loss: 0.0311735 | Time: 2324.33 ms
[2022-03-09 08:40:50 main:574] : INFO : Epoch 1650 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 2305.92 ms
[2022-03-09 08:40:53 main:574] : INFO : Epoch 1651 | loss: 0.0311706 | val_loss: 0.031176 | Time: 2572.08 ms
[2022-03-09 08:40:56 main:574] : INFO : Epoch 1652 | loss: 0.0311702 | val_loss: 0.0311725 | Time: 2801.4 ms
[2022-03-09 08:40:59 main:574] : INFO : Epoch 1653 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 2789.71 ms
[2022-03-09 08:41:02 main:574] : INFO : Epoch 1654 | loss: 0.0311698 | val_loss: 0.031173 | Time: 2851.99 ms
[2022-03-09 08:41:04 main:574] : INFO : Epoch 1655 | loss: 0.0311712 | val_loss: 0.0311731 | Time: 2546.15 ms
[2022-03-09 08:41:07 main:574] : INFO : Epoch 1656 | loss: 0.0311719 | val_loss: 0.0311726 | Time: 2736.18 ms
[2022-03-09 08:41:10 main:574] : INFO : Epoch 1657 | loss: 0.0311708 | val_loss: 0.0311748 | Time: 2776.06 ms
[2022-03-09 08:41:14 main:574] : INFO : Epoch 1658 | loss: 0.0311708 | val_loss: 0.0311747 | Time: 4297.22 ms
[2022-03-09 08:41:17 main:574] : INFO : Epoch 1659 | loss: 0.0311692 | val_loss: 0.0311734 | Time: 2394.73 ms
[2022-03-09 08:41:19 main:574] : INFO : Epoch 1660 | loss: 0.0311699 | val_loss: 0.0311737 | Time: 2387.31 ms
[2022-03-09 08:41:22 main:574] : INFO : Epoch 1661 | loss: 0.0311732 | val_loss: 0.0311758 | Time: 2768.09 ms
[2022-03-09 08:41:24 main:574] : INFO : Epoch 1662 | loss: 0.0311708 | val_loss: 0.0311752 | Time: 2410.16 ms
[2022-03-09 08:41:27 main:574] : INFO : Epoch 1663 | loss: 0.0311721 | val_loss: 0.0311734 | Time: 2526.23 ms
[2022-03-09 08:41:30 main:574] : INFO : Epoch 1664 | loss: 0.031171 | val_loss: 0.0311717 | Time: 2967.37 ms
[2022-03-09 08:41:33 main:574] : INFO : Epoch 1665 | loss: 0.0311695 | val_loss: 0.0311726 | Time: 3215.65 ms
[2022-03-09 08:41:37 main:574] : INFO : Epoch 1666 | loss: 0.0311692 | val_loss: 0.0311765 | Time: 3215.94 ms
[2022-03-09 08:41:39 main:574] : INFO : Epoch 1667 | loss: 0.0311712 | val_loss: 0.0311733 | Time: 2419.88 ms
[2022-03-09 08:41:42 main:574] : INFO : Epoch 1668 | loss: 0.0311714 | val_loss: 0.0311757 | Time: 2475.37 ms
[2022-03-09 08:41:44 main:574] : INFO : Epoch 1669 | loss: 0.0311734 | val_loss: 0.0311736 | Time: 2303.72 ms
[2022-03-09 08:41:46 main:574] : INFO : Epoch 1670 | loss: 0.0311737 | val_loss: 0.0311719 | Time: 2346.47 ms
[2022-03-09 08:41:49 main:574] : INFO : Epoch 1671 | loss: 0.0311727 | val_loss: 0.0311749 | Time: 2642.85 ms
[2022-03-09 08:41:51 main:574] : INFO : Epoch 1672 | loss: 0.0311721 | val_loss: 0.0311784 | Time: 2396.22 ms
[2022-03-09 08:41:54 main:574] : INFO : Epoch 1673 | loss: 0.0311713 | val_loss: 0.0311748 | Time: 2443.37 ms
[2022-03-09 08:41:57 main:574] : INFO : Epoch 1674 | loss: 0.0311701 | val_loss: 0.0311736 | Time: 2507.65 ms
[2022-03-09 08:41:59 main:574] : INFO : Epoch 1675 | loss: 0.0311705 | val_loss: 0.0311744 | Time: 2462.71 ms
[2022-03-09 08:42:02 main:574] : INFO : Epoch 1676 | loss: 0.0311709 | val_loss: 0.0311765 | Time: 2510.07 ms
[2022-03-09 08:42:04 main:574] : INFO : Epoch 1677 | loss: 0.0311707 | val_loss: 0.031174 | Time: 2513.21 ms
[2022-03-09 08:42:07 main:574] : INFO : Epoch 1678 | loss: 0.03117 | val_loss: 0.0311745 | Time: 2501.34 ms
[2022-03-09 08:42:09 main:574] : INFO : Epoch 1679 | loss: 0.0311693 | val_loss: 0.0311742 | Time: 2322.52 ms
[2022-03-09 08:42:12 main:574] : INFO : Epoch 1680 | loss: 0.0311693 | val_loss: 0.0311728 | Time: 2560.03 ms
[2022-03-09 08:42:14 main:574] : INFO : Epoch 1681 | loss: 0.0311693 | val_loss: 0.0311738 | Time: 2536.07 ms
[2022-03-09 08:42:17 main:574] : INFO : Epoch 1682 | loss: 0.0311694 | val_loss: 0.0311753 | Time: 2388.39 ms
[2022-03-09 08:42:19 main:574] : INFO : Epoch 1683 | loss: 0.0311698 | val_loss: 0.0311731 | Time: 2273.89 ms
[2022-03-09 08:42:22 main:574] : INFO : Epoch 1684 | loss: 0.0311701 | val_loss: 0.0311746 | Time: 2365.47 ms
[2022-03-09 08:42:24 main:574] : INFO : Epoch 1685 | loss: 0.031168 | val_loss: 0.0311732 | Time: 2594.14 ms
[2022-03-09 08:42:27 main:574] : INFO : Epoch 1686 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 2564.88 ms
[2022-03-09 08:42:30 main:574] : INFO : Epoch 1687 | loss: 0.0311674 | val_loss: 0.0311752 | Time: 3435.88 ms
[2022-03-09 08:42:33 main:574] : INFO : Epoch 1688 | loss: 0.0311683 | val_loss: 0.0311753 | Time: 2322.18 ms
[2022-03-09 08:42:35 main:574] : INFO : Epoch 1689 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 2326.03 ms
[2022-03-09 08:42:37 main:574] : INFO : Epoch 1690 | loss: 0.0311679 | val_loss: 0.0311751 | Time: 2324.21 ms
[2022-03-09 08:42:40 main:574] : INFO : Epoch 1691 | loss: 0.0311676 | val_loss: 0.0311784 | Time: 2592.29 ms
[2022-03-09 08:42:43 main:574] : INFO : Epoch 1692 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 2775.32 ms
[2022-03-09 08:42:46 main:574] : INFO : Epoch 1693 | loss: 0.0311681 | val_loss: 0.031174 | Time: 3004.27 ms
[2022-03-09 08:42:48 main:574] : INFO : Epoch 1694 | loss: 0.0311675 | val_loss: 0.0311745 | Time: 2372.26 ms
[2022-03-09 08:42:51 main:574] : INFO : Epoch 1695 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 2530.6 ms
[2022-03-09 08:42:53 main:574] : INFO : Epoch 1696 | loss: 0.0311682 | val_loss: 0.0311736 | Time: 2406.72 ms
[2022-03-09 08:42:56 main:574] : INFO : Epoch 1697 | loss: 0.0311687 | val_loss: 0.0311726 | Time: 2372.25 ms
[2022-03-09 08:42:58 main:574] : INFO : Epoch 1698 | loss: 0.0311678 | val_loss: 0.0311725 | Time: 2387.2 ms
[2022-03-09 08:43:01 main:574] : INFO : Epoch 1699 | loss: 0.0311678 | val_loss: 0.0311738 | Time: 2349.96 ms
[2022-03-09 08:43:03 main:574] : INFO : Epoch 1700 | loss: 0.0311687 | val_loss: 0.0311731 | Time: 2594.42 ms
[2022-03-09 08:43:06 main:574] : INFO : Epoch 1701 | loss: 0.0311703 | val_loss: 0.0311731 | Time: 2482 ms
[2022-03-09 08:43:08 main:574] : INFO : Epoch 1702 | loss: 0.0311694 | val_loss: 0.0311745 | Time: 2399.28 ms
[2022-03-09 08:43:11 main:574] : INFO : Epoch 1703 | loss: 0.0311705 | val_loss: 0.0311725 | Time: 2596.54 ms
[2022-03-09 08:43:13 main:574] : INFO : Epoch 1704 | loss: 0.031171 | val_loss: 0.0311762 | Time: 2609.08 ms
[2022-03-09 08:43:16 main:574] : INFO : Epoch 1705 | loss: 0.0311687 | val_loss: 0.0311759 | Time: 2585.53 ms
[2022-03-09 08:43:18 main:574] : INFO : Epoch 1706 | loss: 0.0311715 | val_loss: 0.0311806 | Time: 2297.77 ms
[2022-03-09 08:43:21 main:574] : INFO : Epoch 1707 | loss: 0.0311725 | val_loss: 0.0311786 | Time: 2483.61 ms
[2022-03-09 08:43:23 main:574] : INFO : Epoch 1708 | loss: 0.0311691 | val_loss: 0.0311754 | Time: 2374.33 ms
[2022-03-09 08:43:26 main:574] : INFO : Epoch 1709 | loss: 0.0311686 | val_loss: 0.0311762 | Time: 2661.51 ms
[2022-03-09 08:43:28 main:574] : INFO : Epoch 1710 | loss: 0.0311681 | val_loss: 0.0311802 | Time: 2271.45 ms
[2022-03-09 08:43:32 main:574] : INFO : Epoch 1711 | loss: 0.0311684 | val_loss: 0.031173 | Time: 3485.98 ms
[2022-03-09 08:43:35 main:574] : INFO : Epoch 1712 | loss: 0.031169 | val_loss: 0.031176 | Time: 2601.45 ms
[2022-03-09 08:43:37 main:574] : INFO : Epoch 1713 | loss: 0.0311694 | val_loss: 0.0311734 | Time: 2734.8 ms
[2022-03-09 08:43:41 main:574] : INFO : Epoch 1714 | loss: 0.0311683 | val_loss: 0.0311722 | Time: 3218.48 ms
[2022-03-09 08:43:44 main:574] : INFO : Epoch 1715 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 3458.6 ms
[2022-03-09 08:43:47 main:574] : INFO : Epoch 1716 | loss: 0.0311709 | val_loss: 0.0311738 | Time: 3008.85 ms
[2022-03-09 08:43:50 main:574] : INFO : Epoch 1717 | loss: 0.0311705 | val_loss: 0.031175 | Time: 2765.55 ms
[2022-03-09 08:43:52 main:574] : INFO : Epoch 1718 | loss: 0.0311688 | val_loss: 0.031172 | Time: 2333.08 ms
[2022-03-09 08:43:55 main:574] : INFO : Epoch 1719 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 2791.66 ms
[2022-03-09 08:43:58 main:574] : INFO : Epoch 1720 | loss: 0.0311693 | val_loss: 0.031176 | Time: 2655.82 ms
[2022-03-09 08:44:00 main:574] : INFO : Epoch 1721 | loss: 0.0311708 | val_loss: 0.0311752 | Time: 2316.81 ms
[2022-03-09 08:44:03 main:574] : INFO : Epoch 1722 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 2472.62 ms
[2022-03-09 08:44:06 main:574] : INFO : Epoch 1723 | loss: 0.0311694 | val_loss: 0.0311761 | Time: 2641.84 ms
[2022-03-09 08:44:08 main:574] : INFO : Epoch 1724 | loss: 0.0311688 | val_loss: 0.0311784 | Time: 2561.27 ms
[2022-03-09 08:44:11 main:574] : INFO : Epoch 1725 | loss: 0.03117 | val_loss: 0.0311747 | Time: 2401.4 ms
[2022-03-09 08:44:14 main:574] : INFO : Epoch 1726 | loss: 0.0311687 | val_loss: 0.031175 | Time: 3061.89 ms
[2022-03-09 08:44:16 main:574] : INFO : Epoch 1727 | loss: 0.0311673 | val_loss: 0.0311735 | Time: 2673.36 ms
[2022-03-09 08:44:19 main:574] : INFO : Epoch 1728 | loss: 0.0311668 | val_loss: 0.0311731 | Time: 2539.22 ms
[2022-03-09 08:44:22 main:574] : INFO : Epoch 1729 | loss: 0.0311754 | val_loss: 0.0311785 | Time: 3190.63 ms
[2022-03-09 08:44:26 main:574] : INFO : Epoch 1730 | loss: 0.0311777 | val_loss: 0.0311762 | Time: 3994.14 ms
[2022-03-09 08:44:30 main:574] : INFO : Epoch 1731 | loss: 0.0311767 | val_loss: 0.0311759 | Time: 3817.75 ms
[2022-03-09 08:44:33 main:574] : INFO : Epoch 1732 | loss: 0.0311768 | val_loss: 0.0311744 | Time: 2317.18 ms
[2022-03-09 08:44:37 main:574] : INFO : Epoch 1733 | loss: 0.0311744 | val_loss: 0.0311746 | Time: 4579.08 ms
[2022-03-09 08:44:42 main:574] : INFO : Epoch 1734 | loss: 0.0311739 | val_loss: 0.0311762 | Time: 4584.31 ms
[2022-03-09 08:44:46 main:574] : INFO : Epoch 1735 | loss: 0.0311724 | val_loss: 0.0311735 | Time: 4015.78 ms
[2022-03-09 08:44:49 main:574] : INFO : Epoch 1736 | loss: 0.0311722 | val_loss: 0.0311738 | Time: 2548.66 ms
[2022-03-09 08:44:51 main:574] : INFO : Epoch 1737 | loss: 0.0311719 | val_loss: 0.0311723 | Time: 2391.66 ms
[2022-03-09 08:44:53 main:574] : INFO : Epoch 1738 | loss: 0.0311705 | val_loss: 0.031175 | Time: 2424.43 ms
[2022-03-09 08:44:56 main:574] : INFO : Epoch 1739 | loss: 0.0311712 | val_loss: 0.0311738 | Time: 2528.28 ms
[2022-03-09 08:44:58 main:574] : INFO : Epoch 1740 | loss: 0.0311703 | val_loss: 0.0311746 | Time: 2334.63 ms
[2022-03-09 08:45:01 main:574] : INFO : Epoch 1741 | loss: 0.0311698 | val_loss: 0.0311747 | Time: 2548.59 ms
[2022-03-09 08:45:04 main:574] : INFO : Epoch 1742 | loss: 0.0311714 | val_loss: 0.0311768 | Time: 2976.58 ms
[2022-03-09 08:45:08 main:574] : INFO : Epoch 1743 | loss: 0.0311723 | val_loss: 0.0311752 | Time: 3405.81 ms
[2022-03-09 08:45:10 main:574] : INFO : Epoch 1744 | loss: 0.0311706 | val_loss: 0.0311728 | Time: 2275.68 ms
[2022-03-09 08:45:12 main:574] : INFO : Epoch 1745 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 2510.22 ms
[2022-03-09 08:45:16 main:574] : INFO : Epoch 1746 | loss: 0.0311711 | val_loss: 0.0311724 | Time: 2994.54 ms
[2022-03-09 08:45:19 main:574] : INFO : Epoch 1747 | loss: 0.0311688 | val_loss: 0.0311714 | Time: 3019.57 ms
[2022-03-09 08:45:21 main:574] : INFO : Epoch 1748 | loss: 0.0311686 | val_loss: 0.0311723 | Time: 2527.51 ms
[2022-03-09 08:45:24 main:574] : INFO : Epoch 1749 | loss: 0.0311683 | val_loss: 0.0311733 | Time: 2625.72 ms
[2022-03-09 08:45:27 main:574] : INFO : Epoch 1750 | loss: 0.0311686 | val_loss: 0.0311731 | Time: 2886.44 ms
[2022-03-09 08:45:29 main:574] : INFO : Epoch 1751 | loss: 0.0311686 | val_loss: 0.0311718 | Time: 2566.95 ms
[2022-03-09 08:45:33 main:574] : INFO : Epoch 1752 | loss: 0.0311713 | val_loss: 0.0311735 | Time: 2992.63 ms
[2022-03-09 08:45:35 main:574] : INFO : Epoch 1753 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 2614.16 ms
[2022-03-09 08:45:38 main:574] : INFO : Epoch 1754 | loss: 0.0311713 | val_loss: 0.031176 | Time: 2951.8 ms
[2022-03-09 08:45:41 main:574] : INFO : Epoch 1755 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 2561.58 ms
[2022-03-09 08:45:43 main:574] : INFO : Epoch 1756 | loss: 0.03117 | val_loss: 0.031173 | Time: 2626.84 ms
[2022-03-09 08:45:46 main:574] : INFO : Epoch 1757 | loss: 0.0311739 | val_loss: 0.0311752 | Time: 2534.98 ms
[2022-03-09 08:45:48 main:574] : INFO : Epoch 1758 | loss: 0.0311714 | val_loss: 0.0311784 | Time: 2306.09 ms
[2022-03-09 08:45:51 main:574] : INFO : Epoch 1759 | loss: 0.0311715 | val_loss: 0.0311752 | Time: 2453.83 ms
[2022-03-09 08:45:54 main:574] : INFO : Epoch 1760 | loss: 0.0311694 | val_loss: 0.0311729 | Time: 2745.52 ms
[2022-03-09 08:45:56 main:574] : INFO : Epoch 1761 | loss: 0.0311689 | val_loss: 0.0311741 | Time: 2529.52 ms
[2022-03-09 08:45:59 main:574] : INFO : Epoch 1762 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 2971.19 ms
[2022-03-09 08:46:02 main:574] : INFO : Epoch 1763 | loss: 0.0311702 | val_loss: 0.0311731 | Time: 2318.91 ms
[2022-03-09 08:46:05 main:574] : INFO : Epoch 1764 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 3392.28 ms
[2022-03-09 08:46:07 main:574] : INFO : Epoch 1765 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 2351.67 ms
[2022-03-09 08:46:10 main:574] : INFO : Epoch 1766 | loss: 0.0311687 | val_loss: 0.0311744 | Time: 2387.27 ms
[2022-03-09 08:46:12 main:574] : INFO : Epoch 1767 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 2288.95 ms
[2022-03-09 08:46:15 main:574] : INFO : Epoch 1768 | loss: 0.0311689 | val_loss: 0.0311726 | Time: 2426.64 ms
[2022-03-09 08:46:17 main:574] : INFO : Epoch 1769 | loss: 0.0311685 | val_loss: 0.0311726 | Time: 2439.91 ms
[2022-03-09 08:46:20 main:574] : INFO : Epoch 1770 | loss: 0.0311685 | val_loss: 0.031172 | Time: 2338.47 ms
[2022-03-09 08:46:22 main:574] : INFO : Epoch 1771 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 2499.38 ms
[2022-03-09 08:46:24 main:574] : INFO : Epoch 1772 | loss: 0.0311723 | val_loss: 0.0311746 | Time: 2312.78 ms
[2022-03-09 08:46:27 main:574] : INFO : Epoch 1773 | loss: 0.031172 | val_loss: 0.0311797 | Time: 2693.6 ms
[2022-03-09 08:46:30 main:574] : INFO : Epoch 1774 | loss: 0.0311704 | val_loss: 0.0311764 | Time: 3073.55 ms
[2022-03-09 08:46:33 main:574] : INFO : Epoch 1775 | loss: 0.0311717 | val_loss: 0.0311754 | Time: 2538.38 ms
[2022-03-09 08:46:36 main:574] : INFO : Epoch 1776 | loss: 0.0311708 | val_loss: 0.0311739 | Time: 2729.52 ms
[2022-03-09 08:46:39 main:574] : INFO : Epoch 1777 | loss: 0.0311702 | val_loss: 0.0311745 | Time: 2981.99 ms
[2022-03-09 08:46:41 main:574] : INFO : Epoch 1778 | loss: 0.0311699 | val_loss: 0.0311763 | Time: 2613.54 ms
[2022-03-09 08:46:45 main:574] : INFO : Epoch 1779 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 3377.28 ms
[2022-03-09 08:46:48 main:574] : INFO : Epoch 1780 | loss: 0.0311688 | val_loss: 0.0311732 | Time: 3280.01 ms
[2022-03-09 08:46:50 main:574] : INFO : Epoch 1781 | loss: 0.0311691 | val_loss: 0.0311743 | Time: 2286.92 ms
[2022-03-09 08:46:53 main:574] : INFO : Epoch 1782 | loss: 0.0311701 | val_loss: 0.0311733 | Time: 2424.92 ms
[2022-03-09 08:46:55 main:574] : INFO : Epoch 1783 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 2268.38 ms
[2022-03-09 08:46:58 main:574] : INFO : Epoch 1784 | loss: 0.031169 | val_loss: 0.031172 | Time: 2494.84 ms
[2022-03-09 08:47:01 main:574] : INFO : Epoch 1785 | loss: 0.031168 | val_loss: 0.0311734 | Time: 2915.24 ms
[2022-03-09 08:47:04 main:574] : INFO : Epoch 1786 | loss: 0.0311704 | val_loss: 0.0311797 | Time: 3043.43 ms
[2022-03-09 08:47:07 main:574] : INFO : Epoch 1787 | loss: 0.0311693 | val_loss: 0.0311739 | Time: 3111.33 ms
[2022-03-09 08:47:10 main:574] : INFO : Epoch 1788 | loss: 0.031168 | val_loss: 0.031173 | Time: 2741.11 ms
[2022-03-09 08:47:12 main:574] : INFO : Epoch 1789 | loss: 0.0311672 | val_loss: 0.0311727 | Time: 2736.57 ms
[2022-03-09 08:47:15 main:574] : INFO : Epoch 1790 | loss: 0.0311673 | val_loss: 0.0311738 | Time: 2483.25 ms
[2022-03-09 08:47:18 main:574] : INFO : Epoch 1791 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 2789.11 ms
[2022-03-09 08:47:21 main:574] : INFO : Epoch 1792 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 2735.49 ms
[2022-03-09 08:47:24 main:574] : INFO : Epoch 1793 | loss: 0.0311672 | val_loss: 0.0311745 | Time: 2792.22 ms
[2022-03-09 08:47:26 main:574] : INFO : Epoch 1794 | loss: 0.0311683 | val_loss: 0.0311756 | Time: 2386.65 ms
[2022-03-09 08:47:29 main:574] : INFO : Epoch 1795 | loss: 0.031169 | val_loss: 0.0311728 | Time: 2702.46 ms
[2022-03-09 08:47:31 main:574] : INFO : Epoch 1796 | loss: 0.0311685 | val_loss: 0.0311749 | Time: 2610 ms
[2022-03-09 08:47:34 main:574] : INFO : Epoch 1797 | loss: 0.0311674 | val_loss: 0.031174 | Time: 2479.52 ms
[2022-03-09 08:47:36 main:574] : INFO : Epoch 1798 | loss: 0.0311672 | val_loss: 0.0311731 | Time: 2339.31 ms
[2022-03-09 08:47:39 main:574] : INFO : Epoch 1799 | loss: 0.0311674 | val_loss: 0.031176 | Time: 2500.15 ms
[2022-03-09 08:47:42 main:574] : INFO : Epoch 1800 | loss: 0.0311678 | val_loss: 0.0311774 | Time: 2652.9 ms
[2022-03-09 08:47:44 main:574] : INFO : Epoch 1801 | loss: 0.03117 | val_loss: 0.0311756 | Time: 2717.18 ms
[2022-03-09 08:47:47 main:574] : INFO : Epoch 1802 | loss: 0.031168 | val_loss: 0.031175 | Time: 2778.63 ms
[2022-03-09 08:47:50 main:574] : INFO : Epoch 1803 | loss: 0.0311676 | val_loss: 0.0311733 | Time: 2815.51 ms
[2022-03-09 08:47:52 main:574] : INFO : Epoch 1804 | loss: 0.0311686 | val_loss: 0.0311773 | Time: 2386.78 ms
[2022-03-09 08:47:55 main:574] : INFO : Epoch 1805 | loss: 0.0311682 | val_loss: 0.0311726 | Time: 2708.28 ms
[2022-03-09 08:47:58 main:574] : INFO : Epoch 1806 | loss: 0.0311686 | val_loss: 0.0311734 | Time: 2634.53 ms
[2022-03-09 08:48:03 main:574] : INFO : Epoch 1807 | loss: 0.0311682 | val_loss: 0.0311743 | Time: 5189.33 ms
[2022-03-09 08:48:06 main:574] : INFO : Epoch 1808 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 2850.46 ms
[2022-03-09 08:48:09 main:574] : INFO : Epoch 1809 | loss: 0.0311683 | val_loss: 0.0311731 | Time: 2478.49 ms
[2022-03-09 08:48:11 main:574] : INFO : Epoch 1810 | loss: 0.0311665 | val_loss: 0.0311723 | Time: 2540.55 ms
[2022-03-09 08:48:14 main:574] : INFO : Epoch 1811 | loss: 0.0311662 | val_loss: 0.0311753 | Time: 2497.05 ms
[2022-03-09 08:48:17 main:574] : INFO : Epoch 1812 | loss: 0.0311658 | val_loss: 0.0311732 | Time: 2829.29 ms
[2022-03-09 08:48:19 main:574] : INFO : Epoch 1813 | loss: 0.0311669 | val_loss: 0.031173 | Time: 2908.09 ms
[2022-03-09 08:48:22 main:574] : INFO : Epoch 1814 | loss: 0.0311647 | val_loss: 0.031173 | Time: 2468.78 ms
[2022-03-09 08:48:25 main:574] : INFO : Epoch 1815 | loss: 0.0311655 | val_loss: 0.0311751 | Time: 2518.48 ms
[2022-03-09 08:48:27 main:574] : INFO : Epoch 1816 | loss: 0.0311682 | val_loss: 0.0311784 | Time: 2467.69 ms
[2022-03-09 08:48:30 main:574] : INFO : Epoch 1817 | loss: 0.0311669 | val_loss: 0.0311775 | Time: 2525.76 ms
[2022-03-09 08:48:32 main:574] : INFO : Epoch 1818 | loss: 0.0311693 | val_loss: 0.0311735 | Time: 2307.84 ms
[2022-03-09 08:48:34 main:574] : INFO : Epoch 1819 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 2490.18 ms
[2022-03-09 08:48:38 main:574] : INFO : Epoch 1820 | loss: 0.0311683 | val_loss: 0.0311727 | Time: 3789.56 ms
[2022-03-09 08:48:41 main:574] : INFO : Epoch 1821 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 2494.19 ms
[2022-03-09 08:48:43 main:574] : INFO : Epoch 1822 | loss: 0.0311653 | val_loss: 0.0311761 | Time: 2335.41 ms
[2022-03-09 08:48:46 main:574] : INFO : Epoch 1823 | loss: 0.0311656 | val_loss: 0.0311723 | Time: 2399.21 ms
[2022-03-09 08:48:48 main:574] : INFO : Epoch 1824 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 2327.57 ms
[2022-03-09 08:48:51 main:574] : INFO : Epoch 1825 | loss: 0.0311648 | val_loss: 0.0311725 | Time: 2760.23 ms
[2022-03-09 08:48:54 main:574] : INFO : Epoch 1826 | loss: 0.0311675 | val_loss: 0.0311733 | Time: 3494.85 ms
[2022-03-09 08:48:57 main:574] : INFO : Epoch 1827 | loss: 0.0311683 | val_loss: 0.0311744 | Time: 2455.4 ms
[2022-03-09 08:49:00 main:574] : INFO : Epoch 1828 | loss: 0.0311676 | val_loss: 0.0311714 | Time: 3060.08 ms
[2022-03-09 08:49:03 main:574] : INFO : Epoch 1829 | loss: 0.0311669 | val_loss: 0.0311734 | Time: 2781.01 ms
[2022-03-09 08:49:05 main:574] : INFO : Epoch 1830 | loss: 0.031168 | val_loss: 0.0311729 | Time: 2514.1 ms
[2022-03-09 08:49:08 main:574] : INFO : Epoch 1831 | loss: 0.0311714 | val_loss: 0.0311716 | Time: 2623.7 ms
[2022-03-09 08:49:11 main:574] : INFO : Epoch 1832 | loss: 0.0311667 | val_loss: 0.0311713 | Time: 2449.84 ms
[2022-03-09 08:49:13 main:574] : INFO : Epoch 1833 | loss: 0.0311672 | val_loss: 0.0311724 | Time: 2313.24 ms
[2022-03-09 08:49:15 main:574] : INFO : Epoch 1834 | loss: 0.0311669 | val_loss: 0.031171 | Time: 2342.17 ms
[2022-03-09 08:49:18 main:574] : INFO : Epoch 1835 | loss: 0.0311678 | val_loss: 0.0311723 | Time: 2256.45 ms
[2022-03-09 08:49:20 main:574] : INFO : Epoch 1836 | loss: 0.0311689 | val_loss: 0.0311709 | Time: 2384.26 ms
[2022-03-09 08:49:23 main:574] : INFO : Epoch 1837 | loss: 0.0311682 | val_loss: 0.03117 | Time: 2471.28 ms
[2022-03-09 08:49:26 main:574] : INFO : Epoch 1838 | loss: 0.0311694 | val_loss: 0.0311753 | Time: 3069.49 ms
[2022-03-09 08:49:29 main:574] : INFO : Epoch 1839 | loss: 0.0311695 | val_loss: 0.0311714 | Time: 3239.03 ms
[2022-03-09 08:49:32 main:574] : INFO : Epoch 1840 | loss: 0.0311671 | val_loss: 0.0311737 | Time: 3081.69 ms
[2022-03-09 08:49:35 main:574] : INFO : Epoch 1841 | loss: 0.0311665 | val_loss: 0.0311738 | Time: 2407.75 ms
[2022-03-09 08:49:37 main:574] : INFO : Epoch 1842 | loss: 0.0311683 | val_loss: 0.031172 | Time: 2260.37 ms
[2022-03-09 08:49:40 main:574] : INFO : Epoch 1843 | loss: 0.031168 | val_loss: 0.0311718 | Time: 2898.44 ms
[2022-03-09 08:49:43 main:574] : INFO : Epoch 1844 | loss: 0.0311679 | val_loss: 0.0311754 | Time: 3075.78 ms
[2022-03-09 08:49:46 main:574] : INFO : Epoch 1845 | loss: 0.031169 | val_loss: 0.031173 | Time: 3008.76 ms
[2022-03-09 08:49:49 main:574] : INFO : Epoch 1846 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 3067.27 ms
[2022-03-09 08:49:52 main:574] : INFO : Epoch 1847 | loss: 0.0311664 | val_loss: 0.0311725 | Time: 2675.64 ms
[2022-03-09 08:49:55 main:574] : INFO : Epoch 1848 | loss: 0.031168 | val_loss: 0.0311792 | Time: 3105.17 ms
[2022-03-09 08:49:58 main:574] : INFO : Epoch 1849 | loss: 0.031173 | val_loss: 0.03118 | Time: 3160.28 ms
[2022-03-09 08:50:01 main:574] : INFO : Epoch 1850 | loss: 0.031169 | val_loss: 0.0311772 | Time: 2396.92 ms
[2022-03-09 08:50:03 main:574] : INFO : Epoch 1851 | loss: 0.0311725 | val_loss: 0.0311818 | Time: 2348.49 ms
[2022-03-09 08:50:06 main:574] : INFO : Epoch 1852 | loss: 0.0311746 | val_loss: 0.0311772 | Time: 2441.44 ms
[2022-03-09 08:50:08 main:574] : INFO : Epoch 1853 | loss: 0.0311714 | val_loss: 0.0311777 | Time: 2357.42 ms
[2022-03-09 08:50:10 main:574] : INFO : Epoch 1854 | loss: 0.031169 | val_loss: 0.0311716 | Time: 2318.16 ms
[2022-03-09 08:50:13 main:574] : INFO : Epoch 1855 | loss: 0.0311664 | val_loss: 0.0311722 | Time: 2461.58 ms
[2022-03-09 08:50:15 main:574] : INFO : Epoch 1856 | loss: 0.031166 | val_loss: 0.0311727 | Time: 2422.36 ms
[2022-03-09 08:50:18 main:574] : INFO : Epoch 1857 | loss: 0.0311658 | val_loss: 0.0311704 | Time: 2369.34 ms
[2022-03-09 08:50:21 main:574] : INFO : Epoch 1858 | loss: 0.0311656 | val_loss: 0.031174 | Time: 2884.42 ms
[2022-03-09 08:50:23 main:574] : INFO : Epoch 1859 | loss: 0.0311678 | val_loss: 0.031175 | Time: 2399.64 ms
[2022-03-09 08:50:26 main:574] : INFO : Epoch 1860 | loss: 0.0311696 | val_loss: 0.031173 | Time: 2731.04 ms
[2022-03-09 08:50:29 main:574] : INFO : Epoch 1861 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 3182.68 ms
[2022-03-09 08:50:32 main:574] : INFO : Epoch 1862 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 2982.4 ms
[2022-03-09 08:50:35 main:574] : INFO : Epoch 1863 | loss: 0.0311656 | val_loss: 0.0311745 | Time: 2930.64 ms
[2022-03-09 08:50:38 main:574] : INFO : Epoch 1864 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 2434.53 ms
[2022-03-09 08:50:40 main:574] : INFO : Epoch 1865 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 2477.93 ms
[2022-03-09 08:50:43 main:574] : INFO : Epoch 1866 | loss: 0.031165 | val_loss: 0.031175 | Time: 2509.8 ms
[2022-03-09 08:50:45 main:574] : INFO : Epoch 1867 | loss: 0.0311666 | val_loss: 0.0311737 | Time: 2780.3 ms
[2022-03-09 08:50:48 main:574] : INFO : Epoch 1868 | loss: 0.0311665 | val_loss: 0.0311733 | Time: 2928.87 ms
[2022-03-09 08:50:51 main:574] : INFO : Epoch 1869 | loss: 0.0311653 | val_loss: 0.0311718 | Time: 3008.34 ms
[2022-03-09 08:50:54 main:574] : INFO : Epoch 1870 | loss: 0.0311652 | val_loss: 0.03117 | Time: 2603.45 ms
[2022-03-09 08:50:57 main:574] : INFO : Epoch 1871 | loss: 0.031165 | val_loss: 0.0311734 | Time: 2518.3 ms
[2022-03-09 08:50:59 main:574] : INFO : Epoch 1872 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 2594.77 ms
[2022-03-09 08:51:02 main:574] : INFO : Epoch 1873 | loss: 0.0311665 | val_loss: 0.0311788 | Time: 2511.64 ms
[2022-03-09 08:51:05 main:574] : INFO : Epoch 1874 | loss: 0.0311681 | val_loss: 0.0311704 | Time: 2860.72 ms
[2022-03-09 08:51:08 main:574] : INFO : Epoch 1875 | loss: 0.0311658 | val_loss: 0.0311732 | Time: 2895.99 ms
[2022-03-09 08:51:10 main:574] : INFO : Epoch 1876 | loss: 0.0311673 | val_loss: 0.0311717 | Time: 2286 ms
[2022-03-09 08:51:13 main:574] : INFO : Epoch 1877 | loss: 0.0311663 | val_loss: 0.0311714 | Time: 3035.37 ms
[2022-03-09 08:51:16 main:574] : INFO : Epoch 1878 | loss: 0.0311652 | val_loss: 0.0311737 | Time: 2839.5 ms
[2022-03-09 08:51:19 main:574] : INFO : Epoch 1879 | loss: 0.0311655 | val_loss: 0.0311711 | Time: 2702.9 ms
[2022-03-09 08:51:22 main:574] : INFO : Epoch 1880 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 3150.62 ms
[2022-03-09 08:51:25 main:574] : INFO : Epoch 1881 | loss: 0.0311666 | val_loss: 0.03117 | Time: 3105.2 ms
[2022-03-09 08:51:28 main:574] : INFO : Epoch 1882 | loss: 0.0311689 | val_loss: 0.0311781 | Time: 2626.37 ms
[2022-03-09 08:51:30 main:574] : INFO : Epoch 1883 | loss: 0.0311655 | val_loss: 0.0311727 | Time: 2627.65 ms
[2022-03-09 08:51:33 main:574] : INFO : Epoch 1884 | loss: 0.0311652 | val_loss: 0.0311727 | Time: 2452.92 ms
[2022-03-09 08:51:35 main:574] : INFO : Epoch 1885 | loss: 0.0311636 | val_loss: 0.0311722 | Time: 2263.31 ms
[2022-03-09 08:51:38 main:574] : INFO : Epoch 1886 | loss: 0.0311635 | val_loss: 0.0311745 | Time: 2547.07 ms
[2022-03-09 08:51:41 main:574] : INFO : Epoch 1887 | loss: 0.0311638 | val_loss: 0.0311724 | Time: 2758.94 ms
[2022-03-09 08:51:43 main:574] : INFO : Epoch 1888 | loss: 0.0311629 | val_loss: 0.0311741 | Time: 2356.1 ms
[2022-03-09 08:51:46 main:574] : INFO : Epoch 1889 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 2605.76 ms
[2022-03-09 08:51:48 main:574] : INFO : Epoch 1890 | loss: 0.0311631 | val_loss: 0.0311771 | Time: 2281.72 ms
[2022-03-09 08:51:50 main:574] : INFO : Epoch 1891 | loss: 0.031164 | val_loss: 0.0311754 | Time: 2449.48 ms
[2022-03-09 08:51:53 main:574] : INFO : Epoch 1892 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 2619.33 ms
[2022-03-09 08:51:56 main:574] : INFO : Epoch 1893 | loss: 0.0311629 | val_loss: 0.0311778 | Time: 2657.85 ms
[2022-03-09 08:51:58 main:574] : INFO : Epoch 1894 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 2354.24 ms
[2022-03-09 08:52:01 main:574] : INFO : Epoch 1895 | loss: 0.0311646 | val_loss: 0.0311752 | Time: 3223.1 ms
[2022-03-09 08:52:05 main:574] : INFO : Epoch 1896 | loss: 0.0311651 | val_loss: 0.0311797 | Time: 3074.86 ms
[2022-03-09 08:52:07 main:574] : INFO : Epoch 1897 | loss: 0.0311663 | val_loss: 0.0311741 | Time: 2349.72 ms
[2022-03-09 08:52:09 main:574] : INFO : Epoch 1898 | loss: 0.0311627 | val_loss: 0.0311761 | Time: 2487.35 ms
[2022-03-09 08:52:12 main:574] : INFO : Epoch 1899 | loss: 0.0311621 | val_loss: 0.0311741 | Time: 2333.78 ms
[2022-03-09 08:52:15 main:574] : INFO : Epoch 1900 | loss: 0.031165 | val_loss: 0.0311778 | Time: 2722.99 ms
[2022-03-09 08:52:17 main:574] : INFO : Epoch 1901 | loss: 0.0311659 | val_loss: 0.0311756 | Time: 2652.67 ms
[2022-03-09 08:52:20 main:574] : INFO : Epoch 1902 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 2426.71 ms
[2022-03-09 08:52:22 main:574] : INFO : Epoch 1903 | loss: 0.0311636 | val_loss: 0.0311773 | Time: 2349.68 ms
[2022-03-09 08:52:25 main:574] : INFO : Epoch 1904 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 2404.54 ms
[2022-03-09 08:52:27 main:574] : INFO : Epoch 1905 | loss: 0.0311638 | val_loss: 0.0311754 | Time: 2598.7 ms
[2022-03-09 08:52:30 main:574] : INFO : Epoch 1906 | loss: 0.0311638 | val_loss: 0.0311726 | Time: 2467.84 ms
[2022-03-09 08:52:33 main:574] : INFO : Epoch 1907 | loss: 0.0311635 | val_loss: 0.0311746 | Time: 2963.83 ms
[2022-03-09 08:52:36 main:574] : INFO : Epoch 1908 | loss: 0.0311647 | val_loss: 0.0311749 | Time: 3132.02 ms
[2022-03-09 08:52:39 main:574] : INFO : Epoch 1909 | loss: 0.0311677 | val_loss: 0.031177 | Time: 2769.82 ms
[2022-03-09 08:52:42 main:574] : INFO : Epoch 1910 | loss: 0.0311688 | val_loss: 0.0311752 | Time: 2473.25 ms
[2022-03-09 08:52:44 main:574] : INFO : Epoch 1911 | loss: 0.0311681 | val_loss: 0.0311789 | Time: 2629.39 ms
[2022-03-09 08:52:47 main:574] : INFO : Epoch 1912 | loss: 0.0311657 | val_loss: 0.0311769 | Time: 3023.32 ms
[2022-03-09 08:52:50 main:574] : INFO : Epoch 1913 | loss: 0.0311636 | val_loss: 0.0311726 | Time: 2704.39 ms
[2022-03-09 08:52:53 main:574] : INFO : Epoch 1914 | loss: 0.0311644 | val_loss: 0.0311774 | Time: 3145.52 ms
[2022-03-09 08:52:58 main:574] : INFO : Epoch 1915 | loss: 0.0311644 | val_loss: 0.0311765 | Time: 4018.29 ms
[2022-03-09 08:53:00 main:574] : INFO : Epoch 1916 | loss: 0.031164 | val_loss: 0.0311767 | Time: 2619.07 ms
[2022-03-09 08:53:03 main:574] : INFO : Epoch 1917 | loss: 0.0311657 | val_loss: 0.0311923 | Time: 2581.28 ms
[2022-03-09 08:53:06 main:574] : INFO : Epoch 1918 | loss: 0.0311718 | val_loss: 0.0311764 | Time: 3206.25 ms
[2022-03-09 08:53:09 main:574] : INFO : Epoch 1919 | loss: 0.031165 | val_loss: 0.0311801 | Time: 2473.89 ms
[2022-03-09 08:53:11 main:574] : INFO : Epoch 1920 | loss: 0.0311661 | val_loss: 0.0311761 | Time: 2335.61 ms
[2022-03-09 08:53:13 main:574] : INFO : Epoch 1921 | loss: 0.0311633 | val_loss: 0.0311744 | Time: 2296.65 ms
[2022-03-09 08:53:16 main:574] : INFO : Epoch 1922 | loss: 0.0311629 | val_loss: 0.0311752 | Time: 2265.14 ms
[2022-03-09 08:53:18 main:574] : INFO : Epoch 1923 | loss: 0.0311622 | val_loss: 0.031177 | Time: 2307.33 ms
[2022-03-09 08:53:21 main:574] : INFO : Epoch 1924 | loss: 0.0311621 | val_loss: 0.0311751 | Time: 2310.67 ms
[2022-03-09 08:53:23 main:574] : INFO : Epoch 1925 | loss: 0.031162 | val_loss: 0.0311743 | Time: 2818.35 ms
[2022-03-09 08:53:26 main:574] : INFO : Epoch 1926 | loss: 0.0311622 | val_loss: 0.031174 | Time: 2435.8 ms
[2022-03-09 08:53:29 main:574] : INFO : Epoch 1927 | loss: 0.0311603 | val_loss: 0.0311752 | Time: 2757.08 ms
[2022-03-09 08:53:31 main:574] : INFO : Epoch 1928 | loss: 0.0311632 | val_loss: 0.0311794 | Time: 2338.72 ms
[2022-03-09 08:53:33 main:574] : INFO : Epoch 1929 | loss: 0.0311639 | val_loss: 0.0311794 | Time: 2294.38 ms
[2022-03-09 08:53:36 main:574] : INFO : Epoch 1930 | loss: 0.031161 | val_loss: 0.0311745 | Time: 2273.34 ms
[2022-03-09 08:53:38 main:574] : INFO : Epoch 1931 | loss: 0.0311602 | val_loss: 0.0311794 | Time: 2482.63 ms
[2022-03-09 08:53:41 main:574] : INFO : Epoch 1932 | loss: 0.0311614 | val_loss: 0.03118 | Time: 2557.93 ms
[2022-03-09 08:53:44 main:574] : INFO : Epoch 1933 | loss: 0.0311621 | val_loss: 0.0311733 | Time: 2881.97 ms
[2022-03-09 08:53:47 main:574] : INFO : Epoch 1934 | loss: 0.0311618 | val_loss: 0.0311786 | Time: 2927.65 ms
[2022-03-09 08:53:50 main:574] : INFO : Epoch 1935 | loss: 0.0311619 | val_loss: 0.0311746 | Time: 2713.76 ms
[2022-03-09 08:53:52 main:574] : INFO : Epoch 1936 | loss: 0.0311611 | val_loss: 0.031173 | Time: 2537.65 ms
[2022-03-09 08:53:55 main:574] : INFO : Epoch 1937 | loss: 0.031161 | val_loss: 0.0311785 | Time: 2971.75 ms
[2022-03-09 08:53:58 main:574] : INFO : Epoch 1938 | loss: 0.0311611 | val_loss: 0.0311736 | Time: 2325.58 ms
[2022-03-09 08:54:02 main:574] : INFO : Epoch 1939 | loss: 0.0311601 | val_loss: 0.0311768 | Time: 4378.21 ms
[2022-03-09 08:54:04 main:574] : INFO : Epoch 1940 | loss: 0.0311614 | val_loss: 0.0311739 | Time: 2444.55 ms
[2022-03-09 08:54:07 main:574] : INFO : Epoch 1941 | loss: 0.031161 | val_loss: 0.0311731 | Time: 2353.46 ms
[2022-03-09 08:54:09 main:574] : INFO : Epoch 1942 | loss: 0.03116 | val_loss: 0.0311745 | Time: 2358.41 ms
[2022-03-09 08:54:12 main:574] : INFO : Epoch 1943 | loss: 0.0311617 | val_loss: 0.031174 | Time: 2494.77 ms
[2022-03-09 08:54:14 main:574] : INFO : Epoch 1944 | loss: 0.0311638 | val_loss: 0.0311781 | Time: 2456.04 ms
[2022-03-09 08:54:17 main:574] : INFO : Epoch 1945 | loss: 0.0311605 | val_loss: 0.0311738 | Time: 2616.06 ms
[2022-03-09 08:54:19 main:574] : INFO : Epoch 1946 | loss: 0.0311615 | val_loss: 0.0311754 | Time: 2464.72 ms
[2022-03-09 08:54:22 main:574] : INFO : Epoch 1947 | loss: 0.0311663 | val_loss: 0.0311741 | Time: 2524.7 ms
[2022-03-09 08:54:25 main:574] : INFO : Epoch 1948 | loss: 0.0311653 | val_loss: 0.0311733 | Time: 2569.12 ms
[2022-03-09 08:54:27 main:574] : INFO : Epoch 1949 | loss: 0.0311656 | val_loss: 0.0311787 | Time: 2372.19 ms
[2022-03-09 08:54:30 main:574] : INFO : Epoch 1950 | loss: 0.031164 | val_loss: 0.0311724 | Time: 2501.77 ms
[2022-03-09 08:54:33 main:574] : INFO : Epoch 1951 | loss: 0.0311637 | val_loss: 0.0311773 | Time: 2698.35 ms
[2022-03-09 08:54:35 main:574] : INFO : Epoch 1952 | loss: 0.0311638 | val_loss: 0.0311752 | Time: 2878.13 ms
[2022-03-09 08:54:39 main:574] : INFO : Epoch 1953 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 3665.98 ms
[2022-03-09 08:54:42 main:574] : INFO : Epoch 1954 | loss: 0.0311611 | val_loss: 0.0311721 | Time: 2568.41 ms
[2022-03-09 08:54:44 main:574] : INFO : Epoch 1955 | loss: 0.0311634 | val_loss: 0.0311737 | Time: 2402.95 ms
[2022-03-09 08:54:47 main:574] : INFO : Epoch 1956 | loss: 0.031163 | val_loss: 0.0311739 | Time: 2325.73 ms
[2022-03-09 08:54:49 main:574] : INFO : Epoch 1957 | loss: 0.0311633 | val_loss: 0.0311749 | Time: 2444.97 ms
[2022-03-09 08:54:52 main:574] : INFO : Epoch 1958 | loss: 0.0311619 | val_loss: 0.0311749 | Time: 2409.2 ms
[2022-03-09 08:54:54 main:574] : INFO : Epoch 1959 | loss: 0.0311636 | val_loss: 0.0311746 | Time: 2463.94 ms
[2022-03-09 08:54:56 main:574] : INFO : Epoch 1960 | loss: 0.031162 | val_loss: 0.0311748 | Time: 2372.71 ms
[2022-03-09 08:54:59 main:574] : INFO : Epoch 1961 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 2643.11 ms
[2022-03-09 08:55:04 main:574] : INFO : Epoch 1962 | loss: 0.0311636 | val_loss: 0.0311756 | Time: 4568.67 ms
[2022-03-09 08:55:07 main:574] : INFO : Epoch 1963 | loss: 0.0311622 | val_loss: 0.0311719 | Time: 2934.13 ms
[2022-03-09 08:55:10 main:574] : INFO : Epoch 1964 | loss: 0.0311612 | val_loss: 0.0311713 | Time: 3215 ms
[2022-03-09 08:55:13 main:574] : INFO : Epoch 1965 | loss: 0.0311611 | val_loss: 0.0311713 | Time: 2735.56 ms
[2022-03-09 08:55:15 main:574] : INFO : Epoch 1966 | loss: 0.031165 | val_loss: 0.031172 | Time: 2441.41 ms
[2022-03-09 08:55:18 main:574] : INFO : Epoch 1967 | loss: 0.0311624 | val_loss: 0.0311747 | Time: 2452.51 ms
[2022-03-09 08:55:20 main:574] : INFO : Epoch 1968 | loss: 0.031163 | val_loss: 0.0311764 | Time: 2447.14 ms
[2022-03-09 08:55:24 main:574] : INFO : Epoch 1969 | loss: 0.0311645 | val_loss: 0.0311779 | Time: 3300.51 ms
[2022-03-09 08:55:29 main:574] : INFO : Epoch 1970 | loss: 0.0311627 | val_loss: 0.0311776 | Time: 5363.19 ms
[2022-03-09 08:55:33 main:574] : INFO : Epoch 1971 | loss: 0.0311618 | val_loss: 0.0311744 | Time: 3576.24 ms
[2022-03-09 08:55:36 main:574] : INFO : Epoch 1972 | loss: 0.031162 | val_loss: 0.031173 | Time: 3781.02 ms
[2022-03-09 08:55:40 main:574] : INFO : Epoch 1973 | loss: 0.0311618 | val_loss: 0.0311734 | Time: 3468.15 ms
[2022-03-09 08:55:43 main:574] : INFO : Epoch 1974 | loss: 0.0311634 | val_loss: 0.0311756 | Time: 3160.3 ms
[2022-03-09 08:55:46 main:574] : INFO : Epoch 1975 | loss: 0.0311635 | val_loss: 0.0311735 | Time: 3006.66 ms
[2022-03-09 08:55:49 main:574] : INFO : Epoch 1976 | loss: 0.0311617 | val_loss: 0.0311745 | Time: 2895.98 ms
[2022-03-09 08:55:53 main:574] : INFO : Epoch 1977 | loss: 0.0311609 | val_loss: 0.0311729 | Time: 3285.87 ms
[2022-03-09 08:55:56 main:574] : INFO : Epoch 1978 | loss: 0.0311614 | val_loss: 0.0311786 | Time: 3381.32 ms
[2022-03-09 08:55:59 main:574] : INFO : Epoch 1979 | loss: 0.031164 | val_loss: 0.0311812 | Time: 2888.99 ms
[2022-03-09 08:56:02 main:574] : INFO : Epoch 1980 | loss: 0.0311628 | val_loss: 0.0311743 | Time: 2826.6 ms
[2022-03-09 08:56:05 main:574] : INFO : Epoch 1981 | loss: 0.0311634 | val_loss: 0.0311771 | Time: 2815.58 ms
[2022-03-09 08:56:07 main:574] : INFO : Epoch 1982 | loss: 0.0311626 | val_loss: 0.0311714 | Time: 2638.76 ms
[2022-03-09 08:56:11 main:574] : INFO : Epoch 1983 | loss: 0.0311611 | val_loss: 0.0311727 | Time: 3776.13 ms
[2022-03-09 08:56:14 main:574] : INFO : Epoch 1984 | loss: 0.0311603 | val_loss: 0.0311745 | Time: 3028.72 ms
[2022-03-09 08:56:17 main:574] : INFO : Epoch 1985 | loss: 0.0311623 | val_loss: 0.0311709 | Time: 3218.95 ms
[2022-03-09 08:56:21 main:574] : INFO : Epoch 1986 | loss: 0.0311601 | val_loss: 0.0311714 | Time: 3616.37 ms
[2022-03-09 08:56:24 main:574] : INFO : Epoch 1987 | loss: 0.0311605 | val_loss: 0.0311716 | Time: 3237.36 ms
[2022-03-09 08:56:28 main:574] : INFO : Epoch 1988 | loss: 0.0311609 | val_loss: 0.0311741 | Time: 3081.44 ms
[2022-03-09 08:56:32 main:574] : INFO : Epoch 1989 | loss: 0.0311613 | val_loss: 0.0311715 | Time: 4157.18 ms
[2022-03-09 08:56:35 main:574] : INFO : Epoch 1990 | loss: 0.031161 | val_loss: 0.0311726 | Time: 2789.36 ms
[2022-03-09 08:56:38 main:574] : INFO : Epoch 1991 | loss: 0.0311664 | val_loss: 0.0311992 | Time: 3503.06 ms
[2022-03-09 08:56:41 main:574] : INFO : Epoch 1992 | loss: 0.0311697 | val_loss: 0.0311737 | Time: 2849.06 ms
[2022-03-09 08:56:44 main:574] : INFO : Epoch 1993 | loss: 0.0311599 | val_loss: 0.0311767 | Time: 3158.31 ms
[2022-03-09 08:56:48 main:574] : INFO : Epoch 1994 | loss: 0.0311599 | val_loss: 0.0311726 | Time: 3846.29 ms
[2022-03-09 08:56:52 main:574] : INFO : Epoch 1995 | loss: 0.0311589 | val_loss: 0.0311723 | Time: 3442.81 ms
[2022-03-09 08:56:56 main:574] : INFO : Epoch 1996 | loss: 0.0311611 | val_loss: 0.0311734 | Time: 4192.84 ms
[2022-03-09 08:56:59 main:574] : INFO : Epoch 1997 | loss: 0.0311607 | val_loss: 0.0311723 | Time: 2752.65 ms
[2022-03-09 08:57:02 main:574] : INFO : Epoch 1998 | loss: 0.0311613 | val_loss: 0.0311738 | Time: 3143.47 ms
[2022-03-09 08:57:06 main:574] : INFO : Epoch 1999 | loss: 0.0311591 | val_loss: 0.0311738 | Time: 3503.52 ms
[2022-03-09 08:57:09 main:574] : INFO : Epoch 2000 | loss: 0.0311602 | val_loss: 0.0311751 | Time: 2982.93 ms
[2022-03-09 08:57:12 main:574] : INFO : Epoch 2001 | loss: 0.0311583 | val_loss: 0.0311736 | Time: 3061.69 ms
[2022-03-09 08:57:14 main:574] : INFO : Epoch 2002 | loss: 0.0311582 | val_loss: 0.0311731 | Time: 2553.26 ms
[2022-03-09 08:57:17 main:574] : INFO : Epoch 2003 | loss: 0.0311582 | val_loss: 0.0311734 | Time: 2832.96 ms
[2022-03-09 08:57:21 main:574] : INFO : Epoch 2004 | loss: 0.0311583 | val_loss: 0.0311775 | Time: 4046.91 ms
[2022-03-09 08:57:25 main:574] : INFO : Epoch 2005 | loss: 0.0311627 | val_loss: 0.0311723 | Time: 3300.29 ms
[2022-03-09 08:57:28 main:574] : INFO : Epoch 2006 | loss: 0.0311616 | val_loss: 0.0311737 | Time: 3172.55 ms
[2022-03-09 08:57:31 main:574] : INFO : Epoch 2007 | loss: 0.0311599 | val_loss: 0.0311735 | Time: 2989.78 ms
[2022-03-09 08:57:34 main:574] : INFO : Epoch 2008 | loss: 0.0311607 | val_loss: 0.0311753 | Time: 3055.85 ms
[2022-03-09 08:57:37 main:574] : INFO : Epoch 2009 | loss: 0.0311596 | val_loss: 0.0311761 | Time: 3346.32 ms
[2022-03-09 08:57:41 main:574] : INFO : Epoch 2010 | loss: 0.0311607 | val_loss: 0.0311752 | Time: 3572.27 ms
[2022-03-09 08:57:45 main:574] : INFO : Epoch 2011 | loss: 0.0311591 | val_loss: 0.0311733 | Time: 3737.67 ms
[2022-03-09 08:57:48 main:574] : INFO : Epoch 2012 | loss: 0.0311592 | val_loss: 0.0311724 | Time: 3344.05 ms
[2022-03-09 08:57:51 main:574] : INFO : Epoch 2013 | loss: 0.0311606 | val_loss: 0.0311773 | Time: 3155.37 ms
[2022-03-09 08:57:55 main:574] : INFO : Epoch 2014 | loss: 0.0311631 | val_loss: 0.0311766 | Time: 3725.94 ms
[2022-03-09 08:57:59 main:574] : INFO : Epoch 2015 | loss: 0.0311598 | val_loss: 0.0311729 | Time: 4056.6 ms
[2022-03-09 08:58:03 main:574] : INFO : Epoch 2016 | loss: 0.0311617 | val_loss: 0.031177 | Time: 3417.72 ms
[2022-03-09 08:58:06 main:574] : INFO : Epoch 2017 | loss: 0.0311688 | val_loss: 0.0311798 | Time: 3213.42 ms
[2022-03-09 08:58:09 main:574] : INFO : Epoch 2018 | loss: 0.0311712 | val_loss: 0.0311784 | Time: 3392.47 ms
[2022-03-09 08:58:13 main:574] : INFO : Epoch 2019 | loss: 0.0311691 | val_loss: 0.0311787 | Time: 3839.84 ms
[2022-03-09 08:58:17 main:574] : INFO : Epoch 2020 | loss: 0.0311698 | val_loss: 0.0311793 | Time: 3752.78 ms
[2022-03-09 08:58:20 main:574] : INFO : Epoch 2021 | loss: 0.0311688 | val_loss: 0.0311756 | Time: 3387.23 ms
[2022-03-09 08:58:24 main:574] : INFO : Epoch 2022 | loss: 0.0311662 | val_loss: 0.0311764 | Time: 3282.42 ms
[2022-03-09 08:58:27 main:574] : INFO : Epoch 2023 | loss: 0.0311698 | val_loss: 0.0311749 | Time: 3421.7 ms
[2022-03-09 08:58:31 main:574] : INFO : Epoch 2024 | loss: 0.0311691 | val_loss: 0.0311778 | Time: 3369.72 ms
[2022-03-09 08:58:34 main:574] : INFO : Epoch 2025 | loss: 0.0311678 | val_loss: 0.031173 | Time: 2959.67 ms
[2022-03-09 08:58:37 main:574] : INFO : Epoch 2026 | loss: 0.0311677 | val_loss: 0.0311776 | Time: 3310.25 ms
[2022-03-09 08:58:40 main:574] : INFO : Epoch 2027 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 3280.01 ms
[2022-03-09 08:58:44 main:574] : INFO : Epoch 2028 | loss: 0.0311695 | val_loss: 0.0311754 | Time: 3306.7 ms
[2022-03-09 08:58:47 main:574] : INFO : Epoch 2029 | loss: 0.031168 | val_loss: 0.0311728 | Time: 3381.7 ms
[2022-03-09 08:58:51 main:574] : INFO : Epoch 2030 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 3326.09 ms
[2022-03-09 08:58:54 main:574] : INFO : Epoch 2031 | loss: 0.0311697 | val_loss: 0.0311762 | Time: 3281.06 ms
[2022-03-09 08:58:57 main:574] : INFO : Epoch 2032 | loss: 0.0311686 | val_loss: 0.0311752 | Time: 3395.12 ms
[2022-03-09 08:59:00 main:574] : INFO : Epoch 2033 | loss: 0.0311681 | val_loss: 0.0311765 | Time: 2967.58 ms
[2022-03-09 08:59:03 main:574] : INFO : Epoch 2034 | loss: 0.0311724 | val_loss: 0.0311745 | Time: 2473.7 ms
[2022-03-09 08:59:06 main:574] : INFO : Epoch 2035 | loss: 0.031173 | val_loss: 0.0311805 | Time: 2820.95 ms
[2022-03-09 08:59:09 main:574] : INFO : Epoch 2036 | loss: 0.0311765 | val_loss: 0.0311889 | Time: 3141.16 ms
[2022-03-09 08:59:12 main:574] : INFO : Epoch 2037 | loss: 0.0311783 | val_loss: 0.0311783 | Time: 2780.59 ms
[2022-03-09 08:59:15 main:574] : INFO : Epoch 2038 | loss: 0.0311723 | val_loss: 0.0311796 | Time: 3065 ms
[2022-03-09 08:59:18 main:574] : INFO : Epoch 2039 | loss: 0.0311726 | val_loss: 0.0311771 | Time: 2921.23 ms
[2022-03-09 08:59:21 main:574] : INFO : Epoch 2040 | loss: 0.0311741 | val_loss: 0.0311775 | Time: 3056.86 ms
[2022-03-09 08:59:24 main:574] : INFO : Epoch 2041 | loss: 0.0311724 | val_loss: 0.0311743 | Time: 3182.17 ms
[2022-03-09 08:59:28 main:574] : INFO : Epoch 2042 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 3644.47 ms
[2022-03-09 08:59:32 main:574] : INFO : Epoch 2043 | loss: 0.0311731 | val_loss: 0.0311771 | Time: 4001.44 ms
[2022-03-09 08:59:36 main:574] : INFO : Epoch 2044 | loss: 0.0311715 | val_loss: 0.0311774 | Time: 3875.66 ms
[2022-03-09 08:59:39 main:574] : INFO : Epoch 2045 | loss: 0.031173 | val_loss: 0.0311739 | Time: 3146.73 ms
[2022-03-09 08:59:42 main:574] : INFO : Epoch 2046 | loss: 0.0311695 | val_loss: 0.0311752 | Time: 2715.15 ms
[2022-03-09 08:59:45 main:574] : INFO : Epoch 2047 | loss: 0.0311698 | val_loss: 0.0311759 | Time: 2872.78 ms
[2022-03-09 08:59:48 main:574] : INFO : Epoch 2048 | loss: 0.0311683 | val_loss: 0.0311785 | Time: 3194.21 ms
[2022-03-09 08:59:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311785
[2022-03-09 08:59:48 main:603] : INFO : Saving end state to config to file
[2022-03-09 08:59:48 main:608] : INFO : Success, exiting..
08:59:48 (20756): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)