Task 14627484
| Name | ParityModified-1647044285-7218-3-0_0 |
| Workunit | 11639886 |
| Created | 22 Apr 2022, 18:18:49 UTC |
| Sent | 22 Apr 2022, 18:19:09 UTC |
| Report deadline | 30 Apr 2022, 18:19:09 UTC |
| Received | 24 Apr 2022, 0:54:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4555 |
| Run time | 1 hours 19 min 52 sec |
| CPU time | 1 hours 19 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,509.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.031176 | val_loss: 0.0311745 | Time: 2263.66 ms [2022-04-23 04:58:49 main:574] : INFO : Epoch 1543 | loss: 0.0311779 | val_loss: 0.0311686 | Time: 2265.87 ms [2022-04-23 04:58:51 main:574] : INFO : Epoch 1544 | loss: 0.0311699 | val_loss: 0.0311702 | Time: 2265.97 ms [2022-04-23 04:58:54 main:574] : INFO : Epoch 1545 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 2263.63 ms [2022-04-23 04:58:56 main:574] : INFO : Epoch 1546 | loss: 0.0311727 | val_loss: 0.0311713 | Time: 2266.88 ms [2022-04-23 04:58:58 main:574] : INFO : Epoch 1547 | loss: 0.0311721 | val_loss: 0.0311711 | Time: 2265.74 ms [2022-04-23 04:59:00 main:574] : INFO : Epoch 1548 | loss: 0.0311695 | val_loss: 0.03117 | Time: 2263.48 ms [2022-04-23 04:59:03 main:574] : INFO : Epoch 1549 | loss: 0.0311694 | val_loss: 0.0311692 | Time: 2264.96 ms [2022-04-23 04:59:05 main:574] : INFO : Epoch 1550 | loss: 0.0311687 | val_loss: 0.0311701 | Time: 2268.28 ms [2022-04-23 04:59:07 main:574] : INFO : Epoch 1551 | loss: 0.0311728 | val_loss: 0.0311692 | Time: 2262.02 ms [2022-04-23 04:59:10 main:574] : INFO : Epoch 1552 | loss: 0.0311694 | val_loss: 0.031169 | Time: 2263.22 ms [2022-04-23 04:59:12 main:574] : INFO : Epoch 1553 | loss: 0.0311689 | val_loss: 0.0311687 | Time: 2269.5 ms [2022-04-23 04:59:14 main:574] : INFO : Epoch 1554 | loss: 0.0311697 | val_loss: 0.0311707 | Time: 2264.46 ms [2022-04-23 04:59:16 main:574] : INFO : Epoch 1555 | loss: 0.0311687 | val_loss: 0.0311687 | Time: 2265.59 ms [2022-04-23 04:59:19 main:574] : INFO : Epoch 1556 | loss: 0.0311674 | val_loss: 0.0311698 | Time: 2265.68 ms [2022-04-23 04:59:21 main:574] : INFO : Epoch 1557 | loss: 0.0311699 | val_loss: 0.0311703 | Time: 2267.3 ms [2022-04-23 04:59:23 main:574] : INFO : Epoch 1558 | loss: 0.0311715 | val_loss: 0.0311739 | Time: 2265.04 ms [2022-04-23 04:59:25 main:574] : INFO : Epoch 1559 | loss: 0.0311695 | val_loss: 0.0311721 | Time: 2264.89 ms [2022-04-23 04:59:28 main:574] : INFO : Epoch 1560 | loss: 0.0311695 | val_loss: 0.0311695 | Time: 2267.74 ms [2022-04-23 04:59:30 main:574] : INFO : Epoch 1561 | loss: 0.0311694 | val_loss: 0.0311731 | Time: 2268.59 ms [2022-04-23 04:59:32 main:574] : INFO : Epoch 1562 | loss: 0.0311696 | val_loss: 0.0311697 | Time: 2266.64 ms [2022-04-23 04:59:35 main:574] : INFO : Epoch 1563 | loss: 0.0311722 | val_loss: 0.031176 | Time: 2259.88 ms [2022-04-23 04:59:37 main:574] : INFO : Epoch 1564 | loss: 0.0311715 | val_loss: 0.0311692 | Time: 2268.2 ms [2022-04-23 04:59:39 main:574] : INFO : Epoch 1565 | loss: 0.031169 | val_loss: 0.031172 | Time: 2264.16 ms [2022-04-23 04:59:41 main:574] : INFO : Epoch 1566 | loss: 0.0311699 | val_loss: 0.0311691 | Time: 2265.94 ms [2022-04-23 04:59:44 main:574] : INFO : Epoch 1567 | loss: 0.031167 | val_loss: 0.0311693 | Time: 2261.98 ms [2022-04-23 04:59:46 main:574] : INFO : Epoch 1568 | loss: 0.0311683 | val_loss: 0.0311718 | Time: 2269.86 ms [2022-04-23 04:59:48 main:574] : INFO : Epoch 1569 | loss: 0.0311689 | val_loss: 0.0311715 | Time: 2268.06 ms [2022-04-23 04:59:51 main:574] : INFO : Epoch 1570 | loss: 0.0311677 | val_loss: 0.0311703 | Time: 2261.06 ms [2022-04-23 04:59:53 main:574] : INFO : Epoch 1571 | loss: 0.0311684 | val_loss: 0.0311747 | Time: 2269.56 ms [2022-04-23 04:59:55 main:574] : INFO : Epoch 1572 | loss: 0.0311735 | val_loss: 0.0311712 | Time: 2262.78 ms [2022-04-23 04:59:57 main:574] : INFO : Epoch 1573 | loss: 0.0311696 | val_loss: 0.0311685 | Time: 2267.36 ms [2022-04-23 05:00:00 main:574] : INFO : Epoch 1574 | loss: 0.0311693 | val_loss: 0.0311738 | Time: 2267.27 ms [2022-04-23 05:00:02 main:574] : INFO : Epoch 1575 | loss: 0.0311706 | val_loss: 0.0311717 | Time: 2280.83 ms [2022-04-23 05:00:04 main:574] : INFO : Epoch 1576 | loss: 0.0311685 | val_loss: 0.0311665 | Time: 2270.41 ms [2022-04-23 05:00:06 main:574] : INFO : Epoch 1577 | loss: 0.031168 | val_loss: 0.0311676 | Time: 2265.02 ms [2022-04-23 05:00:09 main:574] : INFO : Epoch 1578 | loss: 0.031169 | val_loss: 0.0311693 | Time: 2265.75 ms [2022-04-23 05:00:11 main:574] : INFO : Epoch 1579 | loss: 0.0311678 | val_loss: 0.0311699 | Time: 2263.13 ms [2022-04-23 05:00:13 main:574] : INFO : Epoch 1580 | loss: 0.0311698 | val_loss: 0.0311683 | Time: 2266.93 ms [2022-04-23 05:00:16 main:574] : INFO : Epoch 1581 | loss: 0.0311688 | val_loss: 0.031169 | Time: 2270.27 ms [2022-04-23 05:00:18 main:574] : INFO : Epoch 1582 | loss: 0.0311686 | val_loss: 0.0311686 | Time: 2268.47 ms [2022-04-23 05:00:20 main:574] : INFO : Epoch 1583 | loss: 0.0311701 | val_loss: 0.0311723 | Time: 2264.96 ms [2022-04-23 05:00:22 main:574] : INFO : Epoch 1584 | loss: 0.0311766 | val_loss: 0.0311729 | Time: 2267.97 ms [2022-04-23 05:00:25 main:574] : INFO : Epoch 1585 | loss: 0.0311709 | val_loss: 0.0311707 | Time: 2267.42 ms [2022-04-23 05:00:27 main:574] : INFO : Epoch 1586 | loss: 0.0311676 | val_loss: 0.0311696 | Time: 2263.78 ms [2022-04-23 05:00:29 main:574] : INFO : Epoch 1587 | loss: 0.0311686 | val_loss: 0.031168 | Time: 2264.91 ms [2022-04-23 05:00:31 main:574] : INFO : Epoch 1588 | loss: 0.0311688 | val_loss: 0.0311708 | Time: 2268.93 ms [2022-04-23 05:00:34 main:574] : INFO : Epoch 1589 | loss: 0.0311722 | val_loss: 0.0311728 | Time: 2265.27 ms [2022-04-23 05:00:36 main:574] : INFO : Epoch 1590 | loss: 0.0311712 | val_loss: 0.0311709 | Time: 2262.88 ms [2022-04-23 05:00:38 main:574] : INFO : Epoch 1591 | loss: 0.0311728 | val_loss: 0.0311714 | Time: 2264.01 ms [2022-04-23 05:00:41 main:574] : INFO : Epoch 1592 | loss: 0.0311716 | val_loss: 0.0311683 | Time: 2266.49 ms [2022-04-23 05:00:43 main:574] : INFO : Epoch 1593 | loss: 0.0311728 | val_loss: 0.0311688 | Time: 2264.44 ms [2022-04-23 05:00:45 main:574] : INFO : Epoch 1594 | loss: 0.0311728 | val_loss: 0.0311764 | Time: 2265.67 ms [2022-04-23 05:00:47 main:574] : INFO : Epoch 1595 | loss: 0.0311744 | val_loss: 0.0311694 | Time: 2266.42 ms [2022-04-23 05:00:50 main:574] : INFO : Epoch 1596 | loss: 0.0311741 | val_loss: 0.0311724 | Time: 2265.62 ms [2022-04-23 05:00:52 main:574] : INFO : Epoch 1597 | loss: 0.0311731 | val_loss: 0.031168 | Time: 2266.57 ms [2022-04-23 05:00:54 main:574] : INFO : Epoch 1598 | loss: 0.0311731 | val_loss: 0.0311691 | Time: 2262.08 ms [2022-04-23 05:00:57 main:574] : INFO : Epoch 1599 | loss: 0.0311722 | val_loss: 0.0311694 | Time: 2266.35 ms [2022-04-23 05:00:59 main:574] : INFO : Epoch 1600 | loss: 0.0311731 | val_loss: 0.031169 | Time: 2269.08 ms [2022-04-23 05:01:01 main:574] : INFO : Epoch 1601 | loss: 0.0311702 | val_loss: 0.031169 | Time: 2267.33 ms [2022-04-23 05:01:03 main:574] : INFO : Epoch 1602 | loss: 0.0311704 | val_loss: 0.0311757 | Time: 2261.47 ms [2022-04-23 05:01:06 main:574] : INFO : Epoch 1603 | loss: 0.0311721 | val_loss: 0.0311704 | Time: 2268.88 ms [2022-04-23 05:01:08 main:574] : INFO : Epoch 1604 | loss: 0.0311713 | val_loss: 0.0311709 | Time: 2266.58 ms [2022-04-23 05:01:10 main:574] : INFO : Epoch 1605 | loss: 0.0311709 | val_loss: 0.0311691 | Time: 2266.88 ms [2022-04-23 05:01:12 main:574] : INFO : Epoch 1606 | loss: 0.0311739 | val_loss: 0.031175 | Time: 2269.07 ms [2022-04-23 05:01:15 main:574] : INFO : Epoch 1607 | loss: 0.0311726 | val_loss: 0.0311751 | Time: 2264.79 ms [2022-04-23 05:01:17 main:574] : INFO : Epoch 1608 | loss: 0.0311724 | val_loss: 0.0311679 | Time: 2262.51 ms [2022-04-23 05:01:19 main:574] : INFO : Epoch 1609 | loss: 0.0311701 | val_loss: 0.0311678 | Time: 2267.92 ms [2022-04-23 05:01:22 main:574] : INFO : Epoch 1610 | loss: 0.0311698 | val_loss: 0.0311697 | Time: 2267.98 ms [2022-04-23 05:01:24 main:574] : INFO : Epoch 1611 | loss: 0.0311692 | val_loss: 0.031166 | Time: 2266.47 ms [2022-04-23 05:01:26 main:574] : INFO : Epoch 1612 | loss: 0.0311698 | val_loss: 0.031166 | Time: 2260.3 ms [2022-04-23 05:01:28 main:574] : INFO : Epoch 1613 | loss: 0.0311693 | val_loss: 0.0311685 | Time: 2268.79 ms [2022-04-23 05:01:31 main:574] : INFO : Epoch 1614 | loss: 0.0311681 | val_loss: 0.0311687 | Time: 2263.81 ms [2022-04-23 05:01:33 main:574] : INFO : Epoch 1615 | loss: 0.0311692 | val_loss: 0.0311688 | Time: 2266.59 ms [2022-04-23 05:01:35 main:574] : INFO : Epoch 1616 | loss: 0.0311718 | val_loss: 0.0311742 | Time: 2263.9 ms [2022-04-23 05:01:37 main:574] : INFO : Epoch 1617 | loss: 0.0311697 | val_loss: 0.0311674 | Time: 2267.29 ms [2022-04-23 05:01:40 main:574] : INFO : Epoch 1618 | loss: 0.0311699 | val_loss: 0.0311661 | Time: 2269.03 ms [2022-04-23 05:01:42 main:574] : INFO : Epoch 1619 | loss: 0.0311689 | val_loss: 0.0311672 | Time: 2264.93 ms [2022-04-23 05:01:44 main:574] : INFO : Epoch 1620 | loss: 0.0311694 | val_loss: 0.0311655 | Time: 2265.6 ms [2022-04-23 05:01:47 main:574] : INFO : Epoch 1621 | loss: 0.0311695 | val_loss: 0.0311805 | Time: 2269.36 ms [2022-04-23 05:01:49 main:574] : INFO : Epoch 1622 | loss: 0.0311695 | val_loss: 0.031167 | Time: 2266.2 ms [2022-04-23 05:01:51 main:574] : INFO : Epoch 1623 | loss: 0.0311695 | val_loss: 0.0311721 | Time: 2265.12 ms [2022-04-23 05:01:53 main:574] : INFO : Epoch 1624 | loss: 0.0311708 | val_loss: 0.0311663 | Time: 2262.53 ms [2022-04-23 05:01:56 main:574] : INFO : Epoch 1625 | loss: 0.0311677 | val_loss: 0.0311668 | Time: 2268.22 ms [2022-04-23 05:01:58 main:574] : INFO : Epoch 1626 | loss: 0.0311663 | val_loss: 0.0311651 | Time: 2262.99 ms [2022-04-23 05:02:00 main:574] : INFO : Epoch 1627 | loss: 0.0311673 | val_loss: 0.0311656 | Time: 2274.12 ms [2022-04-23 05:02:02 main:574] : INFO : Epoch 1628 | loss: 0.0311693 | val_loss: 0.0311663 | Time: 2264.75 ms [2022-04-23 05:02:05 main:574] : INFO : Epoch 1629 | loss: 0.0311717 | val_loss: 0.031167 | Time: 2265.7 ms [2022-04-23 05:02:07 main:574] : INFO : Epoch 1630 | loss: 0.0311676 | val_loss: 0.0311644 | Time: 2265.74 ms [2022-04-23 05:02:09 main:574] : INFO : Epoch 1631 | loss: 0.0311674 | val_loss: 0.03117 | Time: 2264.73 ms [2022-04-23 05:02:12 main:574] : INFO : Epoch 1632 | loss: 0.0311687 | val_loss: 0.0311647 | Time: 2266.58 ms [2022-04-23 05:02:14 main:574] : INFO : Epoch 1633 | loss: 0.0311683 | val_loss: 0.031165 | Time: 2266.16 ms [2022-04-23 05:02:16 main:574] : INFO : Epoch 1634 | loss: 0.0311695 | val_loss: 0.0311645 | Time: 2263.33 ms [2022-04-23 05:02:18 main:574] : INFO : Epoch 1635 | loss: 0.0311671 | val_loss: 0.0311676 | Time: 2264.29 ms [2022-04-23 05:02:21 main:574] : INFO : Epoch 1636 | loss: 0.0311691 | val_loss: 0.0311696 | Time: 2264.16 ms [2022-04-23 05:02:23 main:574] : INFO : Epoch 1637 | loss: 0.0311684 | val_loss: 0.0311656 | Time: 2266.02 ms [2022-04-23 05:02:25 main:574] : INFO : Epoch 1638 | loss: 0.0311688 | val_loss: 0.0311657 | Time: 2261.25 ms [2022-04-23 05:02:27 main:574] : INFO : Epoch 1639 | loss: 0.0311673 | val_loss: 0.0311645 | Time: 2268.57 ms [2022-04-23 05:02:30 main:574] : INFO : Epoch 1640 | loss: 0.0311671 | val_loss: 0.0311674 | Time: 2265.77 ms [2022-04-23 05:02:32 main:574] : INFO : Epoch 1641 | loss: 0.0311679 | val_loss: 0.0311642 | Time: 2265.67 ms [2022-04-23 05:02:34 main:574] : INFO : Epoch 1642 | loss: 0.0311666 | val_loss: 0.0311708 | Time: 2267.75 ms [2022-04-23 05:02:37 main:574] : INFO : Epoch 1643 | loss: 0.0311672 | val_loss: 0.0311664 | Time: 2262.2 ms [2022-04-23 05:02:39 main:574] : INFO : Epoch 1644 | loss: 0.0311661 | val_loss: 0.0311649 | Time: 2270.22 ms [2022-04-23 05:02:41 main:574] : INFO : Epoch 1645 | loss: 0.0311657 | val_loss: 0.031167 | Time: 2272.72 ms [2022-04-23 05:02:43 main:574] : INFO : Epoch 1646 | loss: 0.0311732 | val_loss: 0.0311683 | Time: 2328.53 ms [2022-04-23 05:02:46 main:574] : INFO : Epoch 1647 | loss: 0.0311743 | val_loss: 0.0311756 | Time: 2264.78 ms [2022-04-23 05:02:48 main:574] : INFO : Epoch 1648 | loss: 0.0311731 | val_loss: 0.0311678 | Time: 2264.71 ms [2022-04-23 05:02:50 main:574] : INFO : Epoch 1649 | loss: 0.0311699 | val_loss: 0.0311673 | Time: 2266.83 ms [2022-04-23 05:02:53 main:574] : INFO : Epoch 1650 | loss: 0.031171 | val_loss: 0.0311673 | Time: 2268.71 ms [2022-04-23 05:02:55 main:574] : INFO : Epoch 1651 | loss: 0.0311679 | val_loss: 0.0311677 | Time: 2265.49 ms [2022-04-23 05:02:57 main:574] : INFO : Epoch 1652 | loss: 0.0311685 | val_loss: 0.0311649 | Time: 2261.85 ms [2022-04-23 05:02:59 main:574] : INFO : Epoch 1653 | loss: 0.031168 | val_loss: 0.031172 | Time: 2268.56 ms [2022-04-23 05:03:02 main:574] : INFO : Epoch 1654 | loss: 0.0311677 | val_loss: 0.0311641 | Time: 2269.94 ms [2022-04-23 05:03:04 main:574] : INFO : Epoch 1655 | loss: 0.0311671 | val_loss: 0.0311665 | Time: 2267.85 ms [2022-04-23 05:03:06 main:574] : INFO : Epoch 1656 | loss: 0.0311723 | val_loss: 0.0311674 | Time: 2265.56 ms [2022-04-23 05:03:08 main:574] : INFO : Epoch 1657 | loss: 0.03117 | val_loss: 0.0311671 | Time: 2260.34 ms [2022-04-23 05:03:11 main:574] : INFO : Epoch 1658 | loss: 0.0311681 | val_loss: 0.0311656 | Time: 2271.06 ms [2022-04-23 05:03:13 main:574] : INFO : Epoch 1659 | loss: 0.0311694 | val_loss: 0.0311689 | Time: 2266.98 ms [2022-04-23 05:03:15 main:574] : INFO : Epoch 1660 | loss: 0.0311677 | val_loss: 0.0311673 | Time: 2266.16 ms [2022-04-23 05:03:18 main:574] : INFO : Epoch 1661 | loss: 0.0311688 | val_loss: 0.0311703 | Time: 2265.69 ms [2022-04-23 05:03:20 main:574] : INFO : Epoch 1662 | loss: 0.031169 | val_loss: 0.0311683 | Time: 2266.58 ms [2022-04-23 05:03:22 main:574] : INFO : Epoch 1663 | loss: 0.0311676 | val_loss: 0.0311764 | Time: 2270.25 ms [2022-04-23 05:03:24 main:574] : INFO : Epoch 1664 | loss: 0.0311676 | val_loss: 0.0311674 | Time: 2270.08 ms [2022-04-23 05:03:27 main:574] : INFO : Epoch 1665 | loss: 0.0311659 | val_loss: 0.0311669 | Time: 2267.18 ms [2022-04-23 05:03:29 main:574] : INFO : Epoch 1666 | loss: 0.0311658 | val_loss: 0.0311661 | Time: 2265.99 ms [2022-04-23 05:03:31 main:574] : INFO : Epoch 1667 | loss: 0.0311661 | val_loss: 0.031171 | Time: 2263.33 ms [2022-04-23 05:03:34 main:574] : INFO : Epoch 1668 | loss: 0.0311701 | val_loss: 0.0311717 | Time: 2266.87 ms [2022-04-23 05:03:36 main:574] : INFO : Epoch 1669 | loss: 0.0311668 | val_loss: 0.0311683 | Time: 2265.84 ms [2022-04-23 05:03:38 main:574] : INFO : Epoch 1670 | loss: 0.0311658 | val_loss: 0.0311679 | Time: 2279.97 ms [2022-04-23 05:03:40 main:574] : INFO : Epoch 1671 | loss: 0.031166 | val_loss: 0.0311678 | Time: 2265.95 ms [2022-04-23 05:03:43 main:574] : INFO : Epoch 1672 | loss: 0.0311705 | val_loss: 0.0311695 | Time: 2270.25 ms [2022-04-23 05:03:45 main:574] : INFO : Epoch 1673 | loss: 0.0311678 | val_loss: 0.0311817 | Time: 2260.71 ms [2022-04-23 05:03:47 main:574] : INFO : Epoch 1674 | loss: 0.0311757 | val_loss: 0.0311733 | Time: 2266.63 ms [2022-04-23 05:03:49 main:574] : INFO : Epoch 1675 | loss: 0.0311695 | val_loss: 0.0311696 | Time: 2268.58 ms [2022-04-23 05:03:52 main:574] : INFO : Epoch 1676 | loss: 0.0311666 | val_loss: 0.0311676 | Time: 2265.48 ms [2022-04-23 05:03:54 main:574] : INFO : Epoch 1677 | loss: 0.0311672 | val_loss: 0.0311691 | Time: 2258.84 ms [2022-04-23 05:03:56 main:574] : INFO : Epoch 1678 | loss: 0.0311663 | val_loss: 0.0311677 | Time: 2264.56 ms [2022-04-23 05:03:59 main:574] : INFO : Epoch 1679 | loss: 0.0311686 | val_loss: 0.0311763 | Time: 2257.8 ms [2022-04-23 05:04:01 main:574] : INFO : Epoch 1680 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 2266.47 ms [2022-04-23 05:04:03 main:574] : INFO : Epoch 1681 | loss: 0.0311717 | val_loss: 0.031171 | Time: 2265.67 ms [2022-04-23 05:04:05 main:574] : INFO : Epoch 1682 | loss: 0.0311741 | val_loss: 0.0311696 | Time: 2265.52 ms [2022-04-23 05:04:08 main:574] : INFO : Epoch 1683 | loss: 0.0311702 | val_loss: 0.03117 | Time: 2260.45 ms [2022-04-23 05:04:10 main:574] : INFO : Epoch 1684 | loss: 0.0311694 | val_loss: 0.0311681 | Time: 2263.32 ms [2022-04-23 05:04:12 main:574] : INFO : Epoch 1685 | loss: 0.0311681 | val_loss: 0.0311661 | Time: 2263.12 ms [2022-04-23 05:04:14 main:574] : INFO : Epoch 1686 | loss: 0.0311683 | val_loss: 0.0311752 | Time: 2263.13 ms [2022-04-23 05:04:17 main:574] : INFO : Epoch 1687 | loss: 0.031171 | val_loss: 0.0311713 | Time: 2263.43 ms [2022-04-23 05:04:19 main:574] : INFO : Epoch 1688 | loss: 0.0311698 | val_loss: 0.0311658 | Time: 2259.54 ms [2022-04-23 05:04:21 main:574] : INFO : Epoch 1689 | loss: 0.0311661 | val_loss: 0.0311667 | Time: 2266.55 ms [2022-04-23 05:04:24 main:574] : INFO : Epoch 1690 | loss: 0.0311678 | val_loss: 0.0311667 | Time: 2263.24 ms [2022-04-23 05:04:26 main:574] : INFO : Epoch 1691 | loss: 0.0311656 | val_loss: 0.0311661 | Time: 2262.95 ms [2022-04-23 05:04:28 main:574] : INFO : Epoch 1692 | loss: 0.0311697 | val_loss: 0.0311669 | Time: 2258.56 ms [2022-04-23 05:04:30 main:574] : INFO : Epoch 1693 | loss: 0.0311659 | val_loss: 0.0311666 | Time: 2264.36 ms [2022-04-23 05:04:33 main:574] : INFO : Epoch 1694 | loss: 0.0311651 | val_loss: 0.0311649 | Time: 2262.51 ms [2022-04-23 05:04:35 main:574] : INFO : Epoch 1695 | loss: 0.03117 | val_loss: 0.0311666 | Time: 2268.52 ms [2022-04-23 05:04:37 main:574] : INFO : Epoch 1696 | loss: 0.0311689 | val_loss: 0.0311656 | Time: 2267.83 ms [2022-04-23 05:04:39 main:574] : INFO : Epoch 1697 | loss: 0.0311658 | val_loss: 0.0311644 | Time: 2262.38 ms [2022-04-23 05:04:42 main:574] : INFO : Epoch 1698 | loss: 0.0311639 | val_loss: 0.0311648 | Time: 2262.37 ms [2022-04-23 05:04:44 main:574] : INFO : Epoch 1699 | loss: 0.0311635 | val_loss: 0.0311669 | Time: 2266.41 ms [2022-04-23 05:04:46 main:574] : INFO : Epoch 1700 | loss: 0.0311696 | val_loss: 0.0311796 | Time: 2265.27 ms [2022-04-23 05:04:49 main:574] : INFO : Epoch 1701 | loss: 0.0311717 | val_loss: 0.0311674 | Time: 2262.01 ms [2022-04-23 05:04:51 main:574] : INFO : Epoch 1702 | loss: 0.0311656 | val_loss: 0.031164 | Time: 2266.02 ms [2022-04-23 05:04:53 main:574] : INFO : Epoch 1703 | loss: 0.0311648 | val_loss: 0.0311683 | Time: 2267.33 ms [2022-04-23 05:04:55 main:574] : INFO : Epoch 1704 | loss: 0.0311655 | val_loss: 0.0311664 | Time: 2264.38 ms [2022-04-23 05:04:58 main:574] : INFO : Epoch 1705 | loss: 0.031166 | val_loss: 0.0311658 | Time: 2259.54 ms [2022-04-23 05:05:00 main:574] : INFO : Epoch 1706 | loss: 0.0311669 | val_loss: 0.0311692 | Time: 2265.09 ms [2022-04-23 05:05:02 main:574] : INFO : Epoch 1707 | loss: 0.0311678 | val_loss: 0.0311718 | Time: 2260.6 ms [2022-04-23 05:05:04 main:574] : INFO : Epoch 1708 | loss: 0.0311653 | val_loss: 0.0311662 | Time: 2264.67 ms [2022-04-23 05:05:07 main:574] : INFO : Epoch 1709 | loss: 0.0311648 | val_loss: 0.0311678 | Time: 2261.88 ms [2022-04-23 05:05:09 main:574] : INFO : Epoch 1710 | loss: 0.0311637 | val_loss: 0.0311691 | Time: 2264.13 ms [2022-04-23 05:05:11 main:574] : INFO : Epoch 1711 | loss: 0.0311634 | val_loss: 0.0311641 | Time: 2263.96 ms [2022-04-23 05:05:14 main:574] : INFO : Epoch 1712 | loss: 0.0311632 | val_loss: 0.0311645 | Time: 2262.2 ms [2022-04-23 05:05:16 main:574] : INFO : Epoch 1713 | loss: 0.031167 | val_loss: 0.0311719 | Time: 2261.28 ms [2022-04-23 05:05:18 main:574] : INFO : Epoch 1714 | loss: 0.0311669 | val_loss: 0.0311644 | Time: 2265.37 ms [2022-04-23 05:05:20 main:574] : INFO : Epoch 1715 | loss: 0.0311647 | val_loss: 0.0311651 | Time: 2266.88 ms [2022-04-23 05:05:23 main:574] : INFO : Epoch 1716 | loss: 0.0311626 | val_loss: 0.0311669 | Time: 2263.58 ms [2022-04-23 05:05:25 main:574] : INFO : Epoch 1717 | loss: 0.0311629 | val_loss: 0.0311657 | Time: 2263.33 ms [2022-04-23 05:05:27 main:574] : INFO : Epoch 1718 | loss: 0.0311624 | val_loss: 0.0311636 | Time: 2265.41 ms [2022-04-23 05:05:29 main:574] : INFO : Epoch 1719 | loss: 0.0311622 | val_loss: 0.0311631 | Time: 2259.49 ms [2022-04-23 05:05:32 main:574] : INFO : Epoch 1720 | loss: 0.0311639 | val_loss: 0.0311698 | Time: 2264.05 ms [2022-04-23 05:05:34 main:574] : INFO : Epoch 1721 | loss: 0.0311643 | val_loss: 0.0311639 | Time: 2262.55 ms [2022-04-23 05:05:36 main:574] : INFO : Epoch 1722 | loss: 0.031165 | val_loss: 0.0311677 | Time: 2269.27 ms [2022-04-23 05:05:39 main:574] : INFO : Epoch 1723 | loss: 0.0311641 | val_loss: 0.0311676 | Time: 2259.79 ms [2022-04-23 05:05:41 main:574] : INFO : Epoch 1724 | loss: 0.0311661 | val_loss: 0.0311651 | Time: 2266.76 ms [2022-04-23 05:05:43 main:574] : INFO : Epoch 1725 | loss: 0.0311637 | val_loss: 0.031168 | Time: 2264.86 ms [2022-04-23 05:05:45 main:574] : INFO : Epoch 1726 | loss: 0.0311693 | val_loss: 0.0311668 | Time: 2259.36 ms [2022-04-23 05:05:48 main:574] : INFO : Epoch 1727 | loss: 0.0311639 | val_loss: 0.031164 | Time: 2264.18 ms [2022-04-23 05:05:50 main:574] : INFO : Epoch 1728 | loss: 0.0311624 | val_loss: 0.0311674 | Time: 2262.85 ms [2022-04-23 05:05:52 main:574] : INFO : Epoch 1729 | loss: 0.0311633 | val_loss: 0.0311643 | Time: 2265.25 ms [2022-04-23 05:05:54 main:574] : INFO : Epoch 1730 | loss: 0.0311616 | val_loss: 0.0311631 | Time: 2265.73 ms [2022-04-23 05:05:57 main:574] : INFO : Epoch 1731 | loss: 0.0311667 | val_loss: 0.0311686 | Time: 2265.09 ms [2022-04-23 05:05:59 main:574] : INFO : Epoch 1732 | loss: 0.0311658 | val_loss: 0.0311633 | Time: 2264.45 ms [2022-04-23 05:06:01 main:574] : INFO : Epoch 1733 | loss: 0.0311653 | val_loss: 0.0311742 | Time: 2262.23 ms [2022-04-23 05:06:04 main:574] : INFO : Epoch 1734 | loss: 0.0311659 | val_loss: 0.0311639 | Time: 2263.72 ms [2022-04-23 05:06:06 main:574] : INFO : Epoch 1735 | loss: 0.0311631 | val_loss: 0.0311622 | Time: 2258.19 ms [2022-04-23 05:06:08 main:574] : INFO : Epoch 1736 | loss: 0.031165 | val_loss: 0.0311642 | Time: 2265.97 ms [2022-04-23 05:06:10 main:574] : INFO : Epoch 1737 | loss: 0.0311638 | val_loss: 0.031163 | Time: 2267.59 ms [2022-04-23 05:06:13 main:574] : INFO : Epoch 1738 | loss: 0.031163 | val_loss: 0.0311659 | Time: 2266.2 ms [2022-04-23 05:06:15 main:574] : INFO : Epoch 1739 | loss: 0.031165 | val_loss: 0.0311638 | Time: 2261.08 ms [2022-04-23 05:06:17 main:574] : INFO : Epoch 1740 | loss: 0.0311687 | val_loss: 0.031176 | Time: 2264.82 ms [2022-04-23 05:06:19 main:574] : INFO : Epoch 1741 | loss: 0.0311658 | val_loss: 0.0311631 | Time: 2260.96 ms [2022-04-23 05:06:22 main:574] : INFO : Epoch 1742 | loss: 0.0311626 | val_loss: 0.0311621 | Time: 2267.92 ms [2022-04-23 05:06:24 main:574] : INFO : Epoch 1743 | loss: 0.031162 | val_loss: 0.0311628 | Time: 2264.82 ms [2022-04-23 05:06:26 main:574] : INFO : Epoch 1744 | loss: 0.0311624 | val_loss: 0.0311669 | Time: 2261.47 ms [2022-04-23 05:06:29 main:574] : INFO : Epoch 1745 | loss: 0.031165 | val_loss: 0.0311635 | Time: 2264.61 ms [2022-04-23 05:06:31 main:574] : INFO : Epoch 1746 | loss: 0.0311681 | val_loss: 0.0311643 | Time: 2264.29 ms [2022-04-23 05:06:33 main:574] : INFO : Epoch 1747 | loss: 0.0311642 | val_loss: 0.0311633 | Time: 2264.08 ms [2022-04-23 05:06:35 main:574] : INFO : Epoch 1748 | loss: 0.0311619 | val_loss: 0.0311636 | Time: 2261.64 ms [2022-04-23 05:06:38 main:574] : INFO : Epoch 1749 | loss: 0.0311626 | val_loss: 0.0311682 | Time: 2259.08 ms [2022-04-23 05:06:40 main:574] : INFO : Epoch 1750 | loss: 0.0311664 | val_loss: 0.0311681 | Time: 2263.23 ms [2022-04-23 05:06:42 main:574] : INFO : Epoch 1751 | loss: 0.0311647 | val_loss: 0.0311619 | Time: 2266.62 ms [2022-04-23 05:06:44 main:574] : INFO : Epoch 1752 | loss: 0.0311653 | val_loss: 0.0311628 | Time: 2261.69 ms [2022-04-23 05:06:47 main:574] : INFO : Epoch 1753 | loss: 0.0311652 | val_loss: 0.0311653 | Time: 2266.5 ms [2022-04-23 05:06:49 main:574] : INFO : Epoch 1754 | loss: 0.0311651 | val_loss: 0.0311638 | Time: 2263.13 ms [2022-04-23 05:06:51 main:574] : INFO : Epoch 1755 | loss: 0.0311647 | val_loss: 0.0311632 | Time: 2256.39 ms [2022-04-23 05:06:54 main:574] : INFO : Epoch 1756 | loss: 0.0311618 | val_loss: 0.0311622 | Time: 2264.86 ms [2022-04-23 05:06:56 main:574] : INFO : Epoch 1757 | loss: 0.031162 | val_loss: 0.0311627 | Time: 2264.87 ms [2022-04-23 05:06:58 main:574] : INFO : Epoch 1758 | loss: 0.0311615 | val_loss: 0.0311649 | Time: 2261.89 ms [2022-04-23 05:07:00 main:574] : INFO : Epoch 1759 | loss: 0.0311624 | val_loss: 0.0311624 | Time: 2265.66 ms [2022-04-23 05:07:03 main:574] : INFO : Epoch 1760 | loss: 0.0311621 | val_loss: 0.0311625 | Time: 2260.74 ms [2022-04-23 05:07:05 main:574] : INFO : Epoch 1761 | loss: 0.031162 | val_loss: 0.0311748 | Time: 2265.82 ms [2022-04-23 05:07:07 main:574] : INFO : Epoch 1762 | loss: 0.0311683 | val_loss: 0.0311679 | Time: 2265.04 ms [2022-04-23 05:07:09 main:574] : INFO : Epoch 1763 | loss: 0.0311632 | val_loss: 0.0311624 | Time: 2260.69 ms [2022-04-23 05:07:12 main:574] : INFO : Epoch 1764 | loss: 0.031164 | val_loss: 0.0311625 | Time: 2265.92 ms [2022-04-23 05:07:14 main:574] : INFO : Epoch 1765 | loss: 0.0311628 | val_loss: 0.031167 | Time: 2264.84 ms [2022-04-23 05:07:16 main:574] : INFO : Epoch 1766 | loss: 0.0311659 | val_loss: 0.0311716 | Time: 2260.46 ms [2022-04-23 05:07:18 main:574] : INFO : Epoch 1767 | loss: 0.0311687 | val_loss: 0.0311642 | Time: 2265.69 ms [2022-04-23 05:07:21 main:574] : INFO : Epoch 1768 | loss: 0.0311669 | val_loss: 0.0311693 | Time: 2262.66 ms [2022-04-23 05:07:23 main:574] : INFO : Epoch 1769 | loss: 0.031163 | val_loss: 0.0311707 | Time: 2261.2 ms [2022-04-23 05:07:25 main:574] : INFO : Epoch 1770 | loss: 0.0311653 | val_loss: 0.0311735 | Time: 2266.04 ms [2022-04-23 05:07:28 main:574] : INFO : Epoch 1771 | loss: 0.0311684 | val_loss: 0.0311779 | Time: 2264.02 ms [2022-04-23 05:07:30 main:574] : INFO : Epoch 1772 | loss: 0.031165 | val_loss: 0.031162 | Time: 2269.78 ms [2022-04-23 05:07:32 main:574] : INFO : Epoch 1773 | loss: 0.0311616 | val_loss: 0.0311623 | Time: 2266.35 ms [2022-04-23 05:07:34 main:574] : INFO : Epoch 1774 | loss: 0.0311609 | val_loss: 0.031164 | Time: 2264.97 ms [2022-04-23 05:07:37 main:574] : INFO : Epoch 1775 | loss: 0.0311646 | val_loss: 0.0311727 | Time: 2264.31 ms [2022-04-23 05:07:39 main:574] : INFO : Epoch 1776 | loss: 0.0311679 | val_loss: 0.0311644 | Time: 2260.46 ms [2022-04-23 05:07:41 main:574] : INFO : Epoch 1777 | loss: 0.0311632 | val_loss: 0.0311639 | Time: 2263.01 ms [2022-04-23 05:07:44 main:574] : INFO : Epoch 1778 | loss: 0.0311605 | val_loss: 0.0311646 | Time: 2262.35 ms [2022-04-23 05:07:46 main:574] : INFO : Epoch 1779 | loss: 0.0311621 | val_loss: 0.0311658 | Time: 2263.1 ms [2022-04-23 05:07:48 main:574] : INFO : Epoch 1780 | loss: 0.0311631 | val_loss: 0.0311649 | Time: 2265.89 ms [2022-04-23 05:07:50 main:574] : INFO : Epoch 1781 | loss: 0.0311625 | val_loss: 0.0311652 | Time: 2261.47 ms [2022-04-23 05:07:53 main:574] : INFO : Epoch 1782 | loss: 0.0311629 | val_loss: 0.0311637 | Time: 2262.99 ms [2022-04-23 05:07:55 main:574] : INFO : Epoch 1783 | loss: 0.0311612 | val_loss: 0.0311632 | Time: 2263.81 ms [2022-04-23 05:07:57 main:574] : INFO : Epoch 1784 | loss: 0.0311617 | val_loss: 0.0311633 | Time: 2261.44 ms [2022-04-23 05:07:59 main:574] : INFO : Epoch 1785 | loss: 0.031165 | val_loss: 0.0311715 | Time: 2263.53 ms [2022-04-23 05:08:02 main:574] : INFO : Epoch 1786 | loss: 0.0311642 | val_loss: 0.031164 | Time: 2268.71 ms [2022-04-23 05:08:04 main:574] : INFO : Epoch 1787 | loss: 0.031162 | val_loss: 0.0311643 | Time: 2265.55 ms [2022-04-23 05:08:06 main:574] : INFO : Epoch 1788 | loss: 0.0311638 | val_loss: 0.0311632 | Time: 2264.32 ms [2022-04-23 05:08:09 main:574] : INFO : Epoch 1789 | loss: 0.0311612 | val_loss: 0.0311712 | Time: 2260.79 ms [2022-04-23 05:08:11 main:574] : INFO : Epoch 1790 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 2265.47 ms [2022-04-23 05:08:13 main:574] : INFO : Epoch 1791 | loss: 0.0311661 | val_loss: 0.0311644 | Time: 2263.85 ms [2022-04-23 05:08:15 main:574] : INFO : Epoch 1792 | loss: 0.0311632 | val_loss: 0.0311763 | Time: 2260.45 ms [2022-04-23 05:08:18 main:574] : INFO : Epoch 1793 | loss: 0.0311681 | val_loss: 0.0311657 | Time: 2268.13 ms [2022-04-23 05:08:20 main:574] : INFO : Epoch 1794 | loss: 0.0311676 | val_loss: 0.0311635 | Time: 2267.64 ms [2022-04-23 05:08:22 main:574] : INFO : Epoch 1795 | loss: 0.0311623 | val_loss: 0.0311637 | Time: 2262.52 ms [2022-04-23 05:08:24 main:574] : INFO : Epoch 1796 | loss: 0.0311659 | val_loss: 0.0311708 | Time: 2262.61 ms [2022-04-23 05:08:27 main:574] : INFO : Epoch 1797 | loss: 0.0311635 | val_loss: 0.0311642 | Time: 2268.31 ms [2022-04-23 05:08:29 main:574] : INFO : Epoch 1798 | loss: 0.0311635 | val_loss: 0.0311653 | Time: 2262.97 ms [2022-04-23 05:08:31 main:574] : INFO : Epoch 1799 | loss: 0.0311624 | val_loss: 0.031162 | Time: 2262.86 ms [2022-04-23 05:08:33 main:574] : INFO : Epoch 1800 | loss: 0.0311632 | val_loss: 0.0311648 | Time: 2264.57 ms [2022-04-23 05:08:36 main:574] : INFO : Epoch 1801 | loss: 0.0311667 | val_loss: 0.0311623 | Time: 2264.46 ms [2022-04-23 05:08:38 main:574] : INFO : Epoch 1802 | loss: 0.0311633 | val_loss: 0.0311656 | Time: 2271.11 ms [2022-04-23 05:08:40 main:574] : INFO : Epoch 1803 | loss: 0.0311628 | val_loss: 0.0311697 | Time: 2261.22 ms [2022-04-23 05:08:43 main:574] : INFO : Epoch 1804 | loss: 0.0311649 | val_loss: 0.0311628 | Time: 2262.71 ms [2022-04-23 05:08:45 main:574] : INFO : Epoch 1805 | loss: 0.0311637 | val_loss: 0.0311646 | Time: 2260.33 ms [2022-04-23 05:08:47 main:574] : INFO : Epoch 1806 | loss: 0.0311627 | val_loss: 0.0311621 | Time: 2266.89 ms [2022-04-23 05:08:49 main:574] : INFO : Epoch 1807 | loss: 0.0311669 | val_loss: 0.0311698 | Time: 2259.03 ms [2022-04-23 05:08:52 main:574] : INFO : Epoch 1808 | loss: 0.0311608 | val_loss: 0.0311615 | Time: 2265.75 ms [2022-04-23 05:08:54 main:574] : INFO : Epoch 1809 | loss: 0.0311605 | val_loss: 0.0311621 | Time: 2267.22 ms [2022-04-23 05:08:56 main:574] : INFO : Epoch 1810 | loss: 0.0311599 | val_loss: 0.0311613 | Time: 2259.65 ms [2022-04-23 05:08:59 main:574] : INFO : Epoch 1811 | loss: 0.0311593 | val_loss: 0.0311635 | Time: 2262.75 ms [2022-04-23 05:09:01 main:574] : INFO : Epoch 1812 | loss: 0.03116 | val_loss: 0.0311609 | Time: 2264.57 ms [2022-04-23 05:09:03 main:574] : INFO : Epoch 1813 | loss: 0.0311635 | val_loss: 0.0311658 | Time: 2260.72 ms [2022-04-23 05:09:05 main:574] : INFO : Epoch 1814 | loss: 0.0311613 | val_loss: 0.0311614 | Time: 2265.46 ms [2022-04-23 05:09:08 main:574] : INFO : Epoch 1815 | loss: 0.0311621 | val_loss: 0.0311786 | Time: 2263.91 ms [2022-04-23 05:09:10 main:574] : INFO : Epoch 1816 | loss: 0.0311649 | val_loss: 0.0311626 | Time: 2260.6 ms [2022-04-23 05:09:12 main:574] : INFO : Epoch 1817 | loss: 0.0311598 | val_loss: 0.0311642 | Time: 2264.18 ms [2022-04-23 05:09:14 main:574] : INFO : Epoch 1818 | loss: 0.0311606 | val_loss: 0.0311613 | Time: 2263.38 ms [2022-04-23 05:09:17 main:574] : INFO : Epoch 1819 | loss: 0.0311645 | val_loss: 0.0311713 | Time: 2264.33 ms [2022-04-23 05:09:19 main:574] : INFO : Epoch 1820 | loss: 0.0311656 | val_loss: 0.0311678 | Time: 2262.87 ms [2022-04-23 05:09:21 main:574] : INFO : Epoch 1821 | loss: 0.0311642 | val_loss: 0.0311626 | Time: 2261.82 ms [2022-04-23 05:09:23 main:574] : INFO : Epoch 1822 | loss: 0.0311704 | val_loss: 0.0311663 | Time: 2264.63 ms [2022-04-23 05:09:26 main:574] : INFO : Epoch 1823 | loss: 0.0311631 | val_loss: 0.0311651 | Time: 2265.88 ms [2022-04-23 05:09:28 main:574] : INFO : Epoch 1824 | loss: 0.0311692 | val_loss: 0.0311725 | Time: 2260.32 ms [2022-04-23 05:09:30 main:574] : INFO : Epoch 1825 | loss: 0.0311661 | val_loss: 0.0311621 | Time: 2263.2 ms [2022-04-23 05:09:33 main:574] : INFO : Epoch 1826 | loss: 0.0311623 | val_loss: 0.0311618 | Time: 2266.29 ms [2022-04-23 05:09:35 main:574] : INFO : Epoch 1827 | loss: 0.0311622 | val_loss: 0.0311615 | Time: 2263.07 ms [2022-04-23 05:09:37 main:574] : INFO : Epoch 1828 | loss: 0.0311629 | val_loss: 0.0311612 | Time: 2261.73 ms [2022-04-23 05:09:39 main:574] : INFO : Epoch 1829 | loss: 0.0311613 | val_loss: 0.0311612 | Time: 2266.88 ms [2022-04-23 05:09:42 main:574] : INFO : Epoch 1830 | loss: 0.0311708 | val_loss: 0.0311663 | Time: 2264.74 ms [2022-04-23 05:09:44 main:574] : INFO : Epoch 1831 | loss: 0.031169 | val_loss: 0.0311647 | Time: 2263.56 ms [2022-04-23 05:09:46 main:574] : INFO : Epoch 1832 | loss: 0.0311637 | val_loss: 0.0311622 | Time: 2262.57 ms [2022-04-23 05:09:48 main:574] : INFO : Epoch 1833 | loss: 0.0311623 | val_loss: 0.0311649 | Time: 2264.81 ms [2022-04-23 05:09:51 main:574] : INFO : Epoch 1834 | loss: 0.0311653 | val_loss: 0.0311618 | Time: 2265.49 ms [2022-04-23 05:09:53 main:574] : INFO : Epoch 1835 | loss: 0.0311602 | val_loss: 0.0311627 | Time: 2266.92 ms [2022-04-23 05:09:55 main:574] : INFO : Epoch 1836 | loss: 0.0311601 | val_loss: 0.0311607 | Time: 2265.42 ms [2022-04-23 05:09:58 main:574] : INFO : Epoch 1837 | loss: 0.0311611 | val_loss: 0.0311661 | Time: 2263.09 ms [2022-04-23 05:10:00 main:574] : INFO : Epoch 1838 | loss: 0.0311613 | val_loss: 0.0311623 | Time: 2263.76 ms [2022-04-23 05:10:02 main:574] : INFO : Epoch 1839 | loss: 0.0311613 | val_loss: 0.0311669 | Time: 2268.58 ms [2022-04-23 05:10:04 main:574] : INFO : Epoch 1840 | loss: 0.0311646 | val_loss: 0.0311671 | Time: 2262.6 ms [2022-04-23 05:10:07 main:574] : INFO : Epoch 1841 | loss: 0.0311616 | val_loss: 0.0311677 | Time: 2265.22 ms [2022-04-23 05:10:09 main:574] : INFO : Epoch 1842 | loss: 0.0311622 | val_loss: 0.031164 | Time: 2265.44 ms [2022-04-23 05:10:11 main:574] : INFO : Epoch 1843 | loss: 0.0311642 | val_loss: 0.0311617 | Time: 2264.74 ms [2022-04-23 05:10:14 main:574] : INFO : Epoch 1844 | loss: 0.0311612 | val_loss: 0.0311697 | Time: 2261.82 ms [2022-04-23 05:10:16 main:574] : INFO : Epoch 1845 | loss: 0.0311639 | val_loss: 0.031163 | Time: 2262.48 ms [2022-04-23 05:10:18 main:574] : INFO : Epoch 1846 | loss: 0.031161 | val_loss: 0.0311621 | Time: 2265.22 ms [2022-04-23 05:10:20 main:574] : INFO : Epoch 1847 | loss: 0.0311639 | val_loss: 0.0311634 | Time: 2262.63 ms [2022-04-23 05:10:23 main:574] : INFO : Epoch 1848 | loss: 0.0311621 | val_loss: 0.0311622 | Time: 2262.47 ms [2022-04-23 05:10:25 main:574] : INFO : Epoch 1849 | loss: 0.03116 | val_loss: 0.0311671 | Time: 2264.2 ms [2022-04-23 05:10:27 main:574] : INFO : Epoch 1850 | loss: 0.0311605 | val_loss: 0.0311632 | Time: 2263.8 ms [2022-04-23 05:10:29 main:574] : INFO : Epoch 1851 | loss: 0.0311608 | val_loss: 0.0311621 | Time: 2260.83 ms [2022-04-23 05:10:32 main:574] : INFO : Epoch 1852 | loss: 0.0311591 | val_loss: 0.0311631 | Time: 2262.42 ms [2022-04-23 05:10:34 main:574] : INFO : Epoch 1853 | loss: 0.0311611 | val_loss: 0.0311623 | Time: 2260.52 ms [2022-04-23 05:10:36 main:574] : INFO : Epoch 1854 | loss: 0.0311597 | val_loss: 0.0311614 | Time: 2264.58 ms [2022-04-23 05:10:38 main:574] : INFO : Epoch 1855 | loss: 0.0311607 | val_loss: 0.0311636 | Time: 2264.85 ms [2022-04-23 05:10:41 main:574] : INFO : Epoch 1856 | loss: 0.0311618 | val_loss: 0.0311643 | Time: 2261.02 ms [2022-04-23 05:10:43 main:574] : INFO : Epoch 1857 | loss: 0.0311657 | val_loss: 0.0311666 | Time: 2268.21 ms [2022-04-23 05:10:45 main:574] : INFO : Epoch 1858 | loss: 0.0311636 | val_loss: 0.0311626 | Time: 2263.97 ms [2022-04-23 05:10:48 main:574] : INFO : Epoch 1859 | loss: 0.0311623 | val_loss: 0.0311616 | Time: 2258.03 ms [2022-04-23 05:10:50 main:574] : INFO : Epoch 1860 | loss: 0.0311626 | val_loss: 0.0311599 | Time: 2266.08 ms [2022-04-23 05:10:52 main:574] : INFO : Epoch 1861 | loss: 0.0311612 | val_loss: 0.0311602 | Time: 2262.84 ms [2022-04-23 05:10:54 main:574] : INFO : Epoch 1862 | loss: 0.0311639 | val_loss: 0.0311608 | Time: 2263.18 ms [2022-04-23 05:10:57 main:574] : INFO : Epoch 1863 | loss: 0.0311638 | val_loss: 0.0311618 | Time: 2262.5 ms [2022-04-23 05:10:59 main:574] : INFO : Epoch 1864 | loss: 0.0311657 | val_loss: 0.0311662 | Time: 2262.79 ms [2022-04-23 05:11:01 main:574] : INFO : Epoch 1865 | loss: 0.0311656 | val_loss: 0.0311634 | Time: 2264.72 ms [2022-04-23 05:11:03 main:574] : INFO : Epoch 1866 | loss: 0.0311626 | val_loss: 0.0311623 | Time: 2263.07 ms [2022-04-23 05:11:06 main:574] : INFO : Epoch 1867 | loss: 0.0311632 | val_loss: 0.0311733 | Time: 2272.62 ms [2022-04-23 05:11:08 main:574] : INFO : Epoch 1868 | loss: 0.0311672 | val_loss: 0.0311652 | Time: 2262.75 ms [2022-04-23 05:11:10 main:574] : INFO : Epoch 1869 | loss: 0.0311659 | val_loss: 0.0311633 | Time: 2262.31 ms [2022-04-23 05:11:13 main:574] : INFO : Epoch 1870 | loss: 0.0311644 | val_loss: 0.0311619 | Time: 2265.36 ms [2022-04-23 05:11:15 main:574] : INFO : Epoch 1871 | loss: 0.0311621 | val_loss: 0.0311661 | Time: 2264.17 ms [2022-04-23 05:11:17 main:574] : INFO : Epoch 1872 | loss: 0.0311653 | val_loss: 0.0311619 | Time: 2261.16 ms [2022-04-23 05:11:19 main:574] : INFO : Epoch 1873 | loss: 0.0311635 | val_loss: 0.0311634 | Time: 2264.11 ms [2022-04-23 05:11:22 main:574] : INFO : Epoch 1874 | loss: 0.0311647 | val_loss: 0.0311631 | Time: 2261.51 ms [2022-04-23 05:11:24 main:574] : INFO : Epoch 1875 | loss: 0.0311603 | val_loss: 0.031161 | Time: 2263.45 ms [2022-04-23 05:11:26 main:574] : INFO : Epoch 1876 | loss: 0.0311603 | val_loss: 0.0311625 | Time: 2261.65 ms [2022-04-23 05:11:28 main:574] : INFO : Epoch 1877 | loss: 0.0311599 | val_loss: 0.0311607 | Time: 2264.77 ms [2022-04-23 05:11:31 main:574] : INFO : Epoch 1878 | loss: 0.0311612 | val_loss: 0.0311642 | Time: 2266.11 ms [2022-04-23 05:11:33 main:574] : INFO : Epoch 1879 | loss: 0.0311637 | val_loss: 0.0311627 | Time: 2267.95 ms [2022-04-23 05:11:35 main:574] : INFO : Epoch 1880 | loss: 0.0311617 | val_loss: 0.0311612 | Time: 2261.58 ms [2022-04-23 05:11:38 main:574] : INFO : Epoch 1881 | loss: 0.0311619 | val_loss: 0.0311614 | Time: 2259.78 ms [2022-04-23 05:11:40 main:574] : INFO : Epoch 1882 | loss: 0.0311707 | val_loss: 0.0311724 | Time: 2264.17 ms [2022-04-23 05:11:42 main:574] : INFO : Epoch 1883 | loss: 0.0311664 | val_loss: 0.0311646 | Time: 2260.99 ms [2022-04-23 05:11:44 main:574] : INFO : Epoch 1884 | loss: 0.031162 | val_loss: 0.0311634 | Time: 2264.37 ms [2022-04-23 05:11:47 main:574] : INFO : Epoch 1885 | loss: 0.0311662 | val_loss: 0.0311602 | Time: 2270.41 ms [2022-04-23 05:11:49 main:574] : INFO : Epoch 1886 | loss: 0.0311654 | val_loss: 0.0311657 | Time: 2263.76 ms [2022-04-23 05:11:51 main:574] : INFO : Epoch 1887 | loss: 0.0311621 | val_loss: 0.0311675 | Time: 2258.34 ms [2022-04-23 05:11:53 main:574] : INFO : Epoch 1888 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 2263.33 ms [2022-04-23 05:11:56 main:574] : INFO : Epoch 1889 | loss: 0.0311618 | val_loss: 0.0311599 | Time: 2261.49 ms [2022-04-23 05:11:58 main:574] : INFO : Epoch 1890 | loss: 0.0311593 | val_loss: 0.0311592 | Time: 2263.1 ms [2022-04-23 05:12:00 main:574] : INFO : Epoch 1891 | loss: 0.0311595 | val_loss: 0.0311629 | Time: 2265.52 ms [2022-04-23 05:12:03 main:574] : INFO : Epoch 1892 | loss: 0.0311612 | val_loss: 0.0311589 | Time: 2263.58 ms [2022-04-23 05:12:05 main:574] : INFO : Epoch 1893 | loss: 0.0311623 | val_loss: 0.0311644 | Time: 2266.74 ms [2022-04-23 05:12:07 main:574] : INFO : Epoch 1894 | loss: 0.0311677 | val_loss: 0.0311614 | Time: 2264.76 ms [2022-04-23 05:12:09 main:574] : INFO : Epoch 1895 | loss: 0.0311635 | val_loss: 0.0311639 | Time: 2262.6 ms [2022-04-23 05:12:12 main:574] : INFO : Epoch 1896 | loss: 0.0311637 | val_loss: 0.0311636 | Time: 2265.95 ms [2022-04-23 05:12:14 main:574] : INFO : Epoch 1897 | loss: 0.0311639 | val_loss: 0.0311689 | Time: 2265.44 ms [2022-04-23 05:12:16 main:574] : INFO : Epoch 1898 | loss: 0.0311654 | val_loss: 0.0311635 | Time: 2264.12 ms [2022-04-23 05:12:18 main:574] : INFO : Epoch 1899 | loss: 0.0311649 | val_loss: 0.0311637 | Time: 2265.04 ms [2022-04-23 05:12:21 main:574] : INFO : Epoch 1900 | loss: 0.0311629 | val_loss: 0.031162 | Time: 2263.07 ms [2022-04-23 05:12:23 main:574] : INFO : Epoch 1901 | loss: 0.0311604 | val_loss: 0.0311631 | Time: 2259.95 ms [2022-04-23 05:12:25 main:574] : INFO : Epoch 1902 | loss: 0.0311625 | val_loss: 0.0311732 | Time: 2262.25 ms [2022-04-23 05:12:28 main:574] : INFO : Epoch 1903 | loss: 0.0311628 | val_loss: 0.0311627 | Time: 2258.23 ms [2022-04-23 05:12:30 main:574] : INFO : Epoch 1904 | loss: 0.0311608 | val_loss: 0.0311654 | Time: 2267.53 ms [2022-04-23 05:12:32 main:574] : INFO : Epoch 1905 | loss: 0.031162 | val_loss: 0.0311628 | Time: 2261.12 ms [2022-04-23 05:12:34 main:574] : INFO : Epoch 1906 | loss: 0.0311603 | val_loss: 0.0311649 | Time: 2284.37 ms [2022-04-23 05:12:37 main:574] : INFO : Epoch 1907 | loss: 0.0311617 | val_loss: 0.0311638 | Time: 2270.26 ms [2022-04-23 05:12:39 main:574] : INFO : Epoch 1908 | loss: 0.0311602 | val_loss: 0.0311626 | Time: 2259.97 ms [2022-04-23 05:12:41 main:574] : INFO : Epoch 1909 | loss: 0.0311613 | val_loss: 0.0311608 | Time: 2268.22 ms [2022-04-23 05:12:43 main:574] : INFO : Epoch 1910 | loss: 0.03116 | val_loss: 0.0311609 | Time: 2265.67 ms [2022-04-23 05:12:46 main:574] : INFO : Epoch 1911 | loss: 0.0311597 | val_loss: 0.0311683 | Time: 2263.67 ms [2022-04-23 05:12:48 main:574] : INFO : Epoch 1912 | loss: 0.0311626 | val_loss: 0.0311618 | Time: 2258.77 ms [2022-04-23 05:12:50 main:574] : INFO : Epoch 1913 | loss: 0.0311621 | val_loss: 0.0311613 | Time: 2267.98 ms [2022-04-23 05:12:53 main:574] : INFO : Epoch 1914 | loss: 0.0311606 | val_loss: 0.0311619 | Time: 2265.56 ms [2022-04-23 05:12:55 main:574] : INFO : Epoch 1915 | loss: 0.0311624 | val_loss: 0.0311733 | Time: 2262.06 ms [2022-04-23 05:12:57 main:574] : INFO : Epoch 1916 | loss: 0.0311634 | val_loss: 0.0311651 | Time: 2263.25 ms [2022-04-23 05:12:59 main:574] : INFO : Epoch 1917 | loss: 0.0311609 | val_loss: 0.0311694 | Time: 2263.03 ms [2022-04-23 05:13:02 main:574] : INFO : Epoch 1918 | loss: 0.0311601 | val_loss: 0.031162 | Time: 2262.04 ms [2022-04-23 05:13:04 main:574] : INFO : Epoch 1919 | loss: 0.0311599 | val_loss: 0.0311658 | Time: 2265.16 ms [2022-04-23 05:13:06 main:574] : INFO : Epoch 1920 | loss: 0.0311612 | val_loss: 0.0311619 | Time: 2269.49 ms [2022-04-23 05:13:08 main:574] : INFO : Epoch 1921 | loss: 0.0311607 | val_loss: 0.0311744 | Time: 2266.2 ms [2022-04-23 05:13:11 main:574] : INFO : Epoch 1922 | loss: 0.0311628 | val_loss: 0.031168 | Time: 2266.72 ms [2022-04-23 05:13:13 main:574] : INFO : Epoch 1923 | loss: 0.031163 | val_loss: 0.0311599 | Time: 2263.63 ms [2022-04-23 05:13:15 main:574] : INFO : Epoch 1924 | loss: 0.0311596 | val_loss: 0.0311592 | Time: 2263.29 ms [2022-04-23 05:13:18 main:574] : INFO : Epoch 1925 | loss: 0.0311597 | val_loss: 0.0311617 | Time: 2265.47 ms [2022-04-23 05:13:20 main:574] : INFO : Epoch 1926 | loss: 0.0311608 | val_loss: 0.0311594 | Time: 2263.23 ms [2022-04-23 05:13:22 main:574] : INFO : Epoch 1927 | loss: 0.0311586 | val_loss: 0.0311646 | Time: 2266.29 ms [2022-04-23 05:13:24 main:574] : INFO : Epoch 1928 | loss: 0.0311609 | val_loss: 0.031163 | Time: 2266.43 ms [2022-04-23 05:13:27 main:574] : INFO : Epoch 1929 | loss: 0.0311688 | val_loss: 0.0311698 | Time: 2260.35 ms [2022-04-23 05:13:29 main:574] : INFO : Epoch 1930 | loss: 0.0311685 | val_loss: 0.0311625 | Time: 2267.76 ms [2022-04-23 05:13:31 main:574] : INFO : Epoch 1931 | loss: 0.0311667 | val_loss: 0.0311618 | Time: 2262.08 ms [2022-04-23 05:13:33 main:574] : INFO : Epoch 1932 | loss: 0.0311616 | val_loss: 0.0311618 | Time: 2260.35 ms [2022-04-23 05:13:36 main:574] : INFO : Epoch 1933 | loss: 0.0311605 | val_loss: 0.0311613 | Time: 2263.52 ms [2022-04-23 05:13:38 main:574] : INFO : Epoch 1934 | loss: 0.0311622 | val_loss: 0.0311647 | Time: 2265.41 ms [2022-04-23 05:13:40 main:574] : INFO : Epoch 1935 | loss: 0.0311611 | val_loss: 0.0311613 | Time: 2262.68 ms [2022-04-23 05:13:43 main:574] : INFO : Epoch 1936 | loss: 0.0311602 | val_loss: 0.0311643 | Time: 2265.66 ms [2022-04-23 05:13:45 main:574] : INFO : Epoch 1937 | loss: 0.0311605 | val_loss: 0.0311613 | Time: 2265.34 ms [2022-04-23 05:13:47 main:574] : INFO : Epoch 1938 | loss: 0.0311604 | val_loss: 0.0311634 | Time: 2262.71 ms [2022-04-23 05:13:49 main:574] : INFO : Epoch 1939 | loss: 0.0311594 | val_loss: 0.0311656 | Time: 2261.5 ms [2022-04-23 05:13:52 main:574] : INFO : Epoch 1940 | loss: 0.0311602 | val_loss: 0.0311607 | Time: 2264.14 ms [2022-04-23 05:13:54 main:574] : INFO : Epoch 1941 | loss: 0.0311595 | val_loss: 0.0311602 | Time: 2264.99 ms [2022-04-23 05:13:56 main:574] : INFO : Epoch 1942 | loss: 0.0311601 | val_loss: 0.0311602 | Time: 2261.99 ms [2022-04-23 05:13:58 main:574] : INFO : Epoch 1943 | loss: 0.0311601 | val_loss: 0.0311594 | Time: 2265.09 ms [2022-04-23 05:14:01 main:574] : INFO : Epoch 1944 | loss: 0.0311614 | val_loss: 0.0311657 | Time: 2266.2 ms [2022-04-23 05:14:03 main:574] : INFO : Epoch 1945 | loss: 0.0311622 | val_loss: 0.0311659 | Time: 2261.78 ms [2022-04-23 05:14:05 main:574] : INFO : Epoch 1946 | loss: 0.0311674 | val_loss: 0.0311612 | Time: 2266.69 ms [2022-04-23 05:14:08 main:574] : INFO : Epoch 1947 | loss: 0.0311622 | val_loss: 0.0311649 | Time: 2263.57 ms [2022-04-23 05:14:10 main:574] : INFO : Epoch 1948 | loss: 0.0311618 | val_loss: 0.0311627 | Time: 2265.75 ms [2022-04-23 05:14:12 main:574] : INFO : Epoch 1949 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 2267.15 ms [2022-04-23 05:14:14 main:574] : INFO : Epoch 1950 | loss: 0.0311667 | val_loss: 0.0311653 | Time: 2262.79 ms [2022-04-23 05:14:17 main:574] : INFO : Epoch 1951 | loss: 0.031166 | val_loss: 0.0311648 | Time: 2261.7 ms [2022-04-23 05:14:19 main:574] : INFO : Epoch 1952 | loss: 0.0311619 | val_loss: 0.0311598 | Time: 2264.71 ms [2022-04-23 05:14:21 main:574] : INFO : Epoch 1953 | loss: 0.0311617 | val_loss: 0.0311634 | Time: 2262.04 ms [2022-04-23 05:14:23 main:574] : INFO : Epoch 1954 | loss: 0.03116 | val_loss: 0.0311609 | Time: 2263.15 ms [2022-04-23 05:14:26 main:574] : INFO : Epoch 1955 | loss: 0.0311589 | val_loss: 0.0311603 | Time: 2265.56 ms [2022-04-23 05:14:28 main:574] : INFO : Epoch 1956 | loss: 0.0311585 | val_loss: 0.0311732 | Time: 2263.37 ms [2022-04-23 05:14:30 main:574] : INFO : Epoch 1957 | loss: 0.0311594 | val_loss: 0.0311595 | Time: 2257.73 ms [2022-04-23 05:14:33 main:574] : INFO : Epoch 1958 | loss: 0.0311594 | val_loss: 0.0311622 | Time: 2266.07 ms [2022-04-23 05:14:35 main:574] : INFO : Epoch 1959 | loss: 0.0311585 | val_loss: 0.0311609 | Time: 2263.96 ms [2022-04-23 05:14:37 main:574] : INFO : Epoch 1960 | loss: 0.0311641 | val_loss: 0.0311624 | Time: 2262.22 ms [2022-04-23 05:14:39 main:574] : INFO : Epoch 1961 | loss: 0.0311682 | val_loss: 0.0311609 | Time: 2266.5 ms [2022-04-23 05:14:42 main:574] : INFO : Epoch 1962 | loss: 0.0311624 | val_loss: 0.0311669 | Time: 2264.37 ms [2022-04-23 05:14:44 main:574] : INFO : Epoch 1963 | loss: 0.031165 | val_loss: 0.0311626 | Time: 2262.16 ms [2022-04-23 05:14:46 main:574] : INFO : Epoch 1964 | loss: 0.0311612 | val_loss: 0.0311618 | Time: 2260.21 ms [2022-04-23 05:14:48 main:574] : INFO : Epoch 1965 | loss: 0.0311604 | val_loss: 0.0311578 | Time: 2266.3 ms [2022-04-23 05:14:51 main:574] : INFO : Epoch 1966 | loss: 0.0311614 | val_loss: 0.0311583 | Time: 2263.95 ms [2022-04-23 05:14:53 main:574] : INFO : Epoch 1967 | loss: 0.0311595 | val_loss: 0.0311601 | Time: 2262.47 ms [2022-04-23 05:14:55 main:574] : INFO : Epoch 1968 | loss: 0.0311633 | val_loss: 0.0311591 | Time: 2267.01 ms [2022-04-23 05:14:58 main:574] : INFO : Epoch 1969 | loss: 0.0311629 | val_loss: 0.031158 | Time: 2267.03 ms [2022-04-23 05:15:00 main:574] : INFO : Epoch 1970 | loss: 0.0311583 | val_loss: 0.0311577 | Time: 2263.81 ms [2022-04-23 05:15:02 main:574] : INFO : Epoch 1971 | loss: 0.0311632 | val_loss: 0.0311649 | Time: 2263.48 ms [2022-04-23 05:15:04 main:574] : INFO : Epoch 1972 | loss: 0.0311647 | val_loss: 0.0311634 | Time: 2264 ms [2022-04-23 05:15:07 main:574] : INFO : Epoch 1973 | loss: 0.0311622 | val_loss: 0.0311592 | Time: 2261.34 ms [2022-04-23 05:15:09 main:574] : INFO : Epoch 1974 | loss: 0.0311579 | val_loss: 0.031161 | Time: 2265.39 ms [2022-04-23 05:15:11 main:574] : INFO : Epoch 1975 | loss: 0.0311646 | val_loss: 0.0311606 | Time: 2265.68 ms [2022-04-23 05:15:13 main:574] : INFO : Epoch 1976 | loss: 0.0311683 | val_loss: 0.0311774 | Time: 2264.34 ms [2022-04-23 05:15:16 main:574] : INFO : Epoch 1977 | loss: 0.0311691 | val_loss: 0.0311597 | Time: 2260.62 ms [2022-04-23 05:15:18 main:574] : INFO : Epoch 1978 | loss: 0.0311582 | val_loss: 0.0311614 | Time: 2266.98 ms [2022-04-23 05:15:20 main:574] : INFO : Epoch 1979 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 2261.33 ms [2022-04-23 05:15:23 main:574] : INFO : Epoch 1980 | loss: 0.0311617 | val_loss: 0.0311636 | Time: 2258.98 ms [2022-04-23 05:15:25 main:574] : INFO : Epoch 1981 | loss: 0.0311579 | val_loss: 0.0311693 | Time: 2264.18 ms [2022-04-23 05:15:27 main:574] : INFO : Epoch 1982 | loss: 0.0311601 | val_loss: 0.0311655 | Time: 2266.01 ms [2022-04-23 05:15:29 main:574] : INFO : Epoch 1983 | loss: 0.0311576 | val_loss: 0.0311596 | Time: 2264.52 ms [2022-04-23 05:15:32 main:574] : INFO : Epoch 1984 | loss: 0.0311575 | val_loss: 0.03116 | Time: 2260.6 ms [2022-04-23 05:15:34 main:574] : INFO : Epoch 1985 | loss: 0.0311592 | val_loss: 0.0311652 | Time: 2263.47 ms [2022-04-23 05:15:36 main:574] : INFO : Epoch 1986 | loss: 0.0311574 | val_loss: 0.0311619 | Time: 2262.3 ms [2022-04-23 05:15:38 main:574] : INFO : Epoch 1987 | loss: 0.0311639 | val_loss: 0.0311683 | Time: 2263.98 ms [2022-04-23 05:15:41 main:574] : INFO : Epoch 1988 | loss: 0.0311659 | val_loss: 0.0311721 | Time: 2267.77 ms [2022-04-23 05:15:43 main:574] : INFO : Epoch 1989 | loss: 0.0311641 | val_loss: 0.0311596 | Time: 2261.58 ms [2022-04-23 05:15:45 main:574] : INFO : Epoch 1990 | loss: 0.0311616 | val_loss: 0.0311586 | Time: 2262.34 ms [2022-04-23 05:15:48 main:574] : INFO : Epoch 1991 | loss: 0.031159 | val_loss: 0.0311575 | Time: 2264.9 ms [2022-04-23 05:15:50 main:574] : INFO : Epoch 1992 | loss: 0.0311587 | val_loss: 0.0311604 | Time: 2264.36 ms [2022-04-23 05:15:52 main:574] : INFO : Epoch 1993 | loss: 0.0311616 | val_loss: 0.0311661 | Time: 2261.8 ms [2022-04-23 05:15:54 main:574] : INFO : Epoch 1994 | loss: 0.0311702 | val_loss: 0.0311686 | Time: 2261.88 ms [2022-04-23 05:15:57 main:574] : INFO : Epoch 1995 | loss: 0.0311614 | val_loss: 0.0311644 | Time: 2264.94 ms [2022-04-23 05:15:59 main:574] : INFO : Epoch 1996 | loss: 0.0311603 | val_loss: 0.0311689 | Time: 2263.53 ms [2022-04-23 05:16:01 main:574] : INFO : Epoch 1997 | loss: 0.0311598 | val_loss: 0.0311592 | Time: 2265.75 ms [2022-04-23 05:16:03 main:574] : INFO : Epoch 1998 | loss: 0.0311627 | val_loss: 0.0311701 | Time: 2263.51 ms [2022-04-23 05:16:06 main:574] : INFO : Epoch 1999 | loss: 0.0311669 | val_loss: 0.0311622 | Time: 2263.8 ms [2022-04-23 05:16:08 main:574] : INFO : Epoch 2000 | loss: 0.0311614 | val_loss: 0.0311623 | Time: 2261.86 ms [2022-04-23 05:16:10 main:574] : INFO : Epoch 2001 | loss: 0.031159 | val_loss: 0.0311614 | Time: 2261.03 ms [2022-04-23 05:16:13 main:574] : INFO : Epoch 2002 | loss: 0.0311595 | val_loss: 0.03116 | Time: 2266.78 ms [2022-04-23 05:16:15 main:574] : INFO : Epoch 2003 | loss: 0.0311609 | val_loss: 0.0311585 | Time: 2264.45 ms [2022-04-23 05:16:17 main:574] : INFO : Epoch 2004 | loss: 0.0311575 | val_loss: 0.0311579 | Time: 2263.72 ms [2022-04-23 05:16:19 main:574] : INFO : Epoch 2005 | loss: 0.0311586 | val_loss: 0.0311642 | Time: 2263.17 ms [2022-04-23 05:16:22 main:574] : INFO : Epoch 2006 | loss: 0.031164 | val_loss: 0.0311579 | Time: 2262.26 ms [2022-04-23 05:16:24 main:574] : INFO : Epoch 2007 | loss: 0.0311582 | val_loss: 0.0311582 | Time: 2262.84 ms [2022-04-23 05:16:26 main:574] : INFO : Epoch 2008 | loss: 0.0311612 | val_loss: 0.0311628 | Time: 2265.42 ms [2022-04-23 05:16:28 main:574] : INFO : Epoch 2009 | loss: 0.0311619 | val_loss: 0.031157 | Time: 2264.29 ms [2022-04-23 05:16:31 main:574] : INFO : Epoch 2010 | loss: 0.031158 | val_loss: 0.0311577 | Time: 2265.77 ms [2022-04-23 05:16:33 main:574] : INFO : Epoch 2011 | loss: 0.0311595 | val_loss: 0.0311692 | Time: 2265.44 ms [2022-04-23 05:16:35 main:574] : INFO : Epoch 2012 | loss: 0.0311629 | val_loss: 0.031161 | Time: 2260.52 ms [2022-04-23 05:16:38 main:574] : INFO : Epoch 2013 | loss: 0.031158 | val_loss: 0.0311592 | Time: 2262.15 ms [2022-04-23 05:16:40 main:574] : INFO : Epoch 2014 | loss: 0.0311575 | val_loss: 0.0311568 | Time: 2258.68 ms [2022-04-23 05:16:42 main:574] : INFO : Epoch 2015 | loss: 0.0311588 | val_loss: 0.0311641 | Time: 2263.13 ms [2022-04-23 05:16:44 main:574] : INFO : Epoch 2016 | loss: 0.0311602 | val_loss: 0.0311593 | Time: 2264.57 ms [2022-04-23 05:16:47 main:574] : INFO : Epoch 2017 | loss: 0.0311585 | val_loss: 0.0311627 | Time: 2260.95 ms [2022-04-23 05:16:49 main:574] : INFO : Epoch 2018 | loss: 0.0311609 | val_loss: 0.031159 | Time: 2267.19 ms [2022-04-23 05:16:51 main:574] : INFO : Epoch 2019 | loss: 0.0311605 | val_loss: 0.0311664 | Time: 2265.14 ms [2022-04-23 05:16:53 main:574] : INFO : Epoch 2020 | loss: 0.0311594 | val_loss: 0.0311565 | Time: 2260.08 ms [2022-04-23 05:16:56 main:574] : INFO : Epoch 2021 | loss: 0.0311568 | val_loss: 0.0311596 | Time: 2262.69 ms [2022-04-23 05:16:58 main:574] : INFO : Epoch 2022 | loss: 0.0311562 | val_loss: 0.0311608 | Time: 2265.4 ms [2022-04-23 05:17:00 main:574] : INFO : Epoch 2023 | loss: 0.031161 | val_loss: 0.0311571 | Time: 2262.2 ms [2022-04-23 05:17:03 main:574] : INFO : Epoch 2024 | loss: 0.0311601 | val_loss: 0.0311574 | Time: 2264.6 ms [2022-04-23 05:17:05 main:574] : INFO : Epoch 2025 | loss: 0.0311594 | val_loss: 0.0311646 | Time: 2263.6 ms [2022-04-23 05:17:07 main:574] : INFO : Epoch 2026 | loss: 0.0311585 | val_loss: 0.0311629 | Time: 2270.7 ms [2022-04-23 05:17:09 main:574] : INFO : Epoch 2027 | loss: 0.0311581 | val_loss: 0.0311587 | Time: 2265.92 ms [2022-04-23 05:17:12 main:574] : INFO : Epoch 2028 | loss: 0.0311609 | val_loss: 0.0311575 | Time: 2260.19 ms [2022-04-23 05:17:14 main:574] : INFO : Epoch 2029 | loss: 0.0311578 | val_loss: 0.0311598 | Time: 2262.65 ms [2022-04-23 05:17:16 main:574] : INFO : Epoch 2030 | loss: 0.0311588 | val_loss: 0.0311684 | Time: 2265.29 ms [2022-04-23 05:17:18 main:574] : INFO : Epoch 2031 | loss: 0.0311574 | val_loss: 0.0311572 | Time: 2261.96 ms [2022-04-23 05:17:21 main:574] : INFO : Epoch 2032 | loss: 0.0311585 | val_loss: 0.0311668 | Time: 2264.23 ms [2022-04-23 05:17:23 main:574] : INFO : Epoch 2033 | loss: 0.0311611 | val_loss: 0.0311627 | Time: 2265.62 ms [2022-04-23 05:17:25 main:574] : INFO : Epoch 2034 | loss: 0.0311582 | val_loss: 0.0311638 | Time: 2262.14 ms [2022-04-23 05:17:28 main:574] : INFO : Epoch 2035 | loss: 0.0311599 | val_loss: 0.0311613 | Time: 2260.07 ms [2022-04-23 05:17:30 main:574] : INFO : Epoch 2036 | loss: 0.0311589 | val_loss: 0.0311592 | Time: 2263.72 ms [2022-04-23 05:17:32 main:574] : INFO : Epoch 2037 | loss: 0.0311589 | val_loss: 0.0311591 | Time: 2265.7 ms [2022-04-23 05:17:34 main:574] : INFO : Epoch 2038 | loss: 0.0311576 | val_loss: 0.0311578 | Time: 2264.47 ms [2022-04-23 05:17:37 main:574] : INFO : Epoch 2039 | loss: 0.0311585 | val_loss: 0.0311619 | Time: 2262 ms [2022-04-23 05:17:39 main:574] : INFO : Epoch 2040 | loss: 0.0311588 | val_loss: 0.031164 | Time: 2261.45 ms [2022-04-23 05:17:41 main:574] : INFO : Epoch 2041 | loss: 0.0311572 | val_loss: 0.031157 | Time: 2262.7 ms [2022-04-23 05:17:43 main:574] : INFO : Epoch 2042 | loss: 0.0311563 | val_loss: 0.0311594 | Time: 2262.02 ms [2022-04-23 05:17:46 main:574] : INFO : Epoch 2043 | loss: 0.031156 | val_loss: 0.0311609 | Time: 2262.9 ms [2022-04-23 05:17:48 main:574] : INFO : Epoch 2044 | loss: 0.0311586 | val_loss: 0.0311581 | Time: 2267.44 ms [2022-04-23 05:17:50 main:574] : INFO : Epoch 2045 | loss: 0.0311621 | val_loss: 0.0311641 | Time: 2261.51 ms [2022-04-23 05:17:53 main:574] : INFO : Epoch 2046 | loss: 0.0311609 | val_loss: 0.0311581 | Time: 2262.23 ms [2022-04-23 05:17:55 main:574] : INFO : Epoch 2047 | loss: 0.0311661 | val_loss: 0.0311627 | Time: 2265.8 ms [2022-04-23 05:17:57 main:574] : INFO : Epoch 2048 | loss: 0.031163 | val_loss: 0.031164 | Time: 2261.45 ms [2022-04-23 05:17:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031164 [2022-04-23 05:17:57 main:603] : INFO : Saving end state to config to file [2022-04-23 05:17:57 main:608] : INFO : Success, exiting.. 05:17:57 (11712): 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)