Task 11449051
| Name | ParityModified-1639959910-7139-3-0_0 |
| Workunit | 8682420 |
| Created | 9 Feb 2022, 3:52:13 UTC |
| Sent | 21 Feb 2022, 14:31:43 UTC |
| Report deadline | 1 Mar 2022, 14:31:43 UTC |
| Received | 28 Feb 2022, 12:57:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13970 |
| Run time | 1 days 10 hours 53 min 18 sec |
| CPU time | 16 hours 0 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2:21 main:574] : INFO : Epoch 1542 | loss: 0.0311819 | val_loss: 0.0311837 | Time: 44175.1 ms [2022-02-28 00:43:05 main:574] : INFO : Epoch 1543 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 44167.9 ms [2022-02-28 00:43:49 main:574] : INFO : Epoch 1544 | loss: 0.031177 | val_loss: 0.0311801 | Time: 44188.6 ms [2022-02-28 00:44:33 main:574] : INFO : Epoch 1545 | loss: 0.031177 | val_loss: 0.0311789 | Time: 44173 ms [2022-02-28 00:45:18 main:574] : INFO : Epoch 1546 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 44185.5 ms [2022-02-28 00:46:02 main:574] : INFO : Epoch 1547 | loss: 0.0311783 | val_loss: 0.0311781 | Time: 44159.9 ms [2022-02-28 00:46:46 main:574] : INFO : Epoch 1548 | loss: 0.0311778 | val_loss: 0.03118 | Time: 44264.5 ms [2022-02-28 00:47:31 main:574] : INFO : Epoch 1549 | loss: 0.0311841 | val_loss: 0.0311799 | Time: 44110.7 ms [2022-02-28 00:48:15 main:574] : INFO : Epoch 1550 | loss: 0.0311788 | val_loss: 0.0311789 | Time: 44276.5 ms [2022-02-28 00:48:59 main:574] : INFO : Epoch 1551 | loss: 0.0311773 | val_loss: 0.031179 | Time: 44133.4 ms [2022-02-28 00:49:43 main:574] : INFO : Epoch 1552 | loss: 0.031178 | val_loss: 0.0311854 | Time: 44180.3 ms [2022-02-28 00:50:28 main:574] : INFO : Epoch 1553 | loss: 0.0311793 | val_loss: 0.0311791 | Time: 44174.6 ms [2022-02-28 00:51:12 main:574] : INFO : Epoch 1554 | loss: 0.0311853 | val_loss: 0.0311846 | Time: 44180.2 ms [2022-02-28 00:51:56 main:574] : INFO : Epoch 1555 | loss: 0.0311893 | val_loss: 0.0311856 | Time: 44233.4 ms [2022-02-28 00:52:41 main:574] : INFO : Epoch 1556 | loss: 0.0311872 | val_loss: 0.0311865 | Time: 44244 ms [2022-02-28 00:53:25 main:574] : INFO : Epoch 1557 | loss: 0.0311885 | val_loss: 0.03118 | Time: 44065 ms [2022-02-28 00:54:09 main:574] : INFO : Epoch 1558 | loss: 0.0311842 | val_loss: 0.0311787 | Time: 44302.9 ms [2022-02-28 00:54:53 main:574] : INFO : Epoch 1559 | loss: 0.0311841 | val_loss: 0.0311868 | Time: 44159.4 ms [2022-02-28 00:55:38 main:574] : INFO : Epoch 1560 | loss: 0.0311858 | val_loss: 0.031179 | Time: 44213.6 ms [2022-02-28 00:56:22 main:574] : INFO : Epoch 1561 | loss: 0.0311816 | val_loss: 0.0311816 | Time: 44209.1 ms [2022-02-28 00:57:06 main:574] : INFO : Epoch 1562 | loss: 0.0311821 | val_loss: 0.0311795 | Time: 44453.1 ms [2022-02-28 00:57:51 main:574] : INFO : Epoch 1563 | loss: 0.0311823 | val_loss: 0.0311812 | Time: 44107.2 ms [2022-02-28 00:58:35 main:574] : INFO : Epoch 1564 | loss: 0.031182 | val_loss: 0.0311858 | Time: 44215.5 ms [2022-02-28 00:59:19 main:574] : INFO : Epoch 1565 | loss: 0.0311839 | val_loss: 0.0311806 | Time: 44116.7 ms [2022-02-28 01:00:04 main:574] : INFO : Epoch 1566 | loss: 0.0311806 | val_loss: 0.0311783 | Time: 44252.3 ms [2022-02-28 01:00:48 main:574] : INFO : Epoch 1567 | loss: 0.031181 | val_loss: 0.0311789 | Time: 44312.9 ms [2022-02-28 01:01:32 main:574] : INFO : Epoch 1568 | loss: 0.0311808 | val_loss: 0.0311776 | Time: 44081.3 ms [2022-02-28 01:02:16 main:574] : INFO : Epoch 1569 | loss: 0.0311786 | val_loss: 0.0311781 | Time: 44154.3 ms [2022-02-28 01:03:01 main:574] : INFO : Epoch 1570 | loss: 0.0311782 | val_loss: 0.0311781 | Time: 44298.9 ms [2022-02-28 01:03:45 main:574] : INFO : Epoch 1571 | loss: 0.0311775 | val_loss: 0.0311769 | Time: 44206.1 ms [2022-02-28 01:04:29 main:574] : INFO : Epoch 1572 | loss: 0.0311773 | val_loss: 0.0311771 | Time: 44076.2 ms [2022-02-28 01:05:14 main:574] : INFO : Epoch 1573 | loss: 0.0311767 | val_loss: 0.0311758 | Time: 44068.4 ms [2022-02-28 01:05:58 main:574] : INFO : Epoch 1574 | loss: 0.0311786 | val_loss: 0.0311852 | Time: 44277 ms [2022-02-28 01:06:42 main:574] : INFO : Epoch 1575 | loss: 0.0311829 | val_loss: 0.0311769 | Time: 44097.5 ms [2022-02-28 01:07:27 main:574] : INFO : Epoch 1576 | loss: 0.0311794 | val_loss: 0.0311782 | Time: 44369.2 ms [2022-02-28 01:08:11 main:574] : INFO : Epoch 1577 | loss: 0.0311773 | val_loss: 0.0311759 | Time: 44070.3 ms [2022-02-28 01:08:55 main:574] : INFO : Epoch 1578 | loss: 0.0311771 | val_loss: 0.0311771 | Time: 44125.6 ms [2022-02-28 01:09:39 main:574] : INFO : Epoch 1579 | loss: 0.0311758 | val_loss: 0.0311796 | Time: 44152.2 ms [2022-02-28 01:10:24 main:574] : INFO : Epoch 1580 | loss: 0.0311778 | val_loss: 0.0311772 | Time: 44316.6 ms [2022-02-28 01:11:08 main:574] : INFO : Epoch 1581 | loss: 0.0311764 | val_loss: 0.0311773 | Time: 44271.1 ms [2022-02-28 01:11:52 main:574] : INFO : Epoch 1582 | loss: 0.0311764 | val_loss: 0.0311789 | Time: 44120.4 ms [2022-02-28 01:12:37 main:574] : INFO : Epoch 1583 | loss: 0.0311768 | val_loss: 0.0311767 | Time: 44173.8 ms [2022-02-28 01:13:21 main:574] : INFO : Epoch 1584 | loss: 0.0311757 | val_loss: 0.0311798 | Time: 44216.3 ms [2022-02-28 01:14:05 main:574] : INFO : Epoch 1585 | loss: 0.031177 | val_loss: 0.0311758 | Time: 44016.2 ms [2022-02-28 01:14:49 main:574] : INFO : Epoch 1586 | loss: 0.0311748 | val_loss: 0.031178 | Time: 44225.1 ms [2022-02-28 01:15:34 main:574] : INFO : Epoch 1587 | loss: 0.0311746 | val_loss: 0.0311765 | Time: 44180.5 ms [2022-02-28 01:16:18 main:574] : INFO : Epoch 1588 | loss: 0.0311734 | val_loss: 0.0311762 | Time: 44255.3 ms [2022-02-28 01:17:02 main:574] : INFO : Epoch 1589 | loss: 0.0311745 | val_loss: 0.0311768 | Time: 44276.1 ms [2022-02-28 01:17:47 main:574] : INFO : Epoch 1590 | loss: 0.0311737 | val_loss: 0.0311759 | Time: 44244.8 ms [2022-02-28 01:18:32 main:574] : INFO : Epoch 1591 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 44297.8 ms [2022-02-28 01:19:16 main:574] : INFO : Epoch 1592 | loss: 0.0311748 | val_loss: 0.0311757 | Time: 44187.9 ms [2022-02-28 01:20:00 main:574] : INFO : Epoch 1593 | loss: 0.0311732 | val_loss: 0.0311745 | Time: 44184.3 ms [2022-02-28 01:20:45 main:574] : INFO : Epoch 1594 | loss: 0.0311732 | val_loss: 0.0311757 | Time: 44405.5 ms [2022-02-28 01:21:29 main:574] : INFO : Epoch 1595 | loss: 0.0311724 | val_loss: 0.0311787 | Time: 44224.8 ms [2022-02-28 01:22:13 main:574] : INFO : Epoch 1596 | loss: 0.0311731 | val_loss: 0.0311746 | Time: 44151 ms [2022-02-28 01:22:57 main:574] : INFO : Epoch 1597 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 44273.5 ms [2022-02-28 01:23:42 main:574] : INFO : Epoch 1598 | loss: 0.0311729 | val_loss: 0.0311746 | Time: 44143.6 ms [2022-02-28 01:24:26 main:574] : INFO : Epoch 1599 | loss: 0.0311727 | val_loss: 0.0311753 | Time: 44082.1 ms [2022-02-28 01:25:10 main:574] : INFO : Epoch 1600 | loss: 0.031172 | val_loss: 0.0311749 | Time: 44184.7 ms [2022-02-28 01:25:54 main:574] : INFO : Epoch 1601 | loss: 0.0311718 | val_loss: 0.0311753 | Time: 44117.2 ms [2022-02-28 01:26:39 main:574] : INFO : Epoch 1602 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 44123.5 ms [2022-02-28 01:27:23 main:574] : INFO : Epoch 1603 | loss: 0.0311727 | val_loss: 0.0311755 | Time: 44195.3 ms [2022-02-28 01:28:07 main:574] : INFO : Epoch 1604 | loss: 0.0311725 | val_loss: 0.0311747 | Time: 44255.4 ms [2022-02-28 01:28:52 main:574] : INFO : Epoch 1605 | loss: 0.0311719 | val_loss: 0.0311759 | Time: 44338.5 ms [2022-02-28 01:29:36 main:574] : INFO : Epoch 1606 | loss: 0.0311724 | val_loss: 0.031174 | Time: 44139.4 ms [2022-02-28 01:30:20 main:574] : INFO : Epoch 1607 | loss: 0.0311725 | val_loss: 0.0311744 | Time: 44216.1 ms [2022-02-28 01:31:04 main:574] : INFO : Epoch 1608 | loss: 0.0311728 | val_loss: 0.031174 | Time: 44137.5 ms [2022-02-28 01:31:49 main:574] : INFO : Epoch 1609 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 44109.4 ms [2022-02-28 01:32:33 main:574] : INFO : Epoch 1610 | loss: 0.0311738 | val_loss: 0.0311742 | Time: 44199.9 ms [2022-02-28 01:33:17 main:574] : INFO : Epoch 1611 | loss: 0.0311727 | val_loss: 0.0311743 | Time: 44191.4 ms [2022-02-28 01:34:01 main:574] : INFO : Epoch 1612 | loss: 0.0311703 | val_loss: 0.0311756 | Time: 44200.4 ms [2022-02-28 01:34:46 main:574] : INFO : Epoch 1613 | loss: 0.031171 | val_loss: 0.0311742 | Time: 44154.5 ms [2022-02-28 01:35:30 main:574] : INFO : Epoch 1614 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 44349 ms [2022-02-28 01:36:14 main:574] : INFO : Epoch 1615 | loss: 0.031171 | val_loss: 0.0311731 | Time: 44127.7 ms [2022-02-28 01:36:59 main:574] : INFO : Epoch 1616 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 44266.2 ms [2022-02-28 01:37:43 main:574] : INFO : Epoch 1617 | loss: 0.0311728 | val_loss: 0.0311716 | Time: 44127.3 ms [2022-02-28 01:38:27 main:574] : INFO : Epoch 1618 | loss: 0.0311707 | val_loss: 0.0311743 | Time: 44432.7 ms [2022-02-28 01:39:12 main:574] : INFO : Epoch 1619 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 44114.7 ms [2022-02-28 01:39:56 main:574] : INFO : Epoch 1620 | loss: 0.0311698 | val_loss: 0.0311751 | Time: 44094.8 ms [2022-02-28 01:40:40 main:574] : INFO : Epoch 1621 | loss: 0.0311701 | val_loss: 0.0311723 | Time: 44290.1 ms [2022-02-28 01:41:25 main:574] : INFO : Epoch 1622 | loss: 0.0311743 | val_loss: 0.031175 | Time: 44213.8 ms [2022-02-28 01:42:09 main:574] : INFO : Epoch 1623 | loss: 0.0311762 | val_loss: 0.0311747 | Time: 44089.4 ms [2022-02-28 01:42:53 main:574] : INFO : Epoch 1624 | loss: 0.031177 | val_loss: 0.0311717 | Time: 44244.3 ms [2022-02-28 01:43:37 main:574] : INFO : Epoch 1625 | loss: 0.0311748 | val_loss: 0.0311729 | Time: 44235.5 ms [2022-02-28 01:44:22 main:574] : INFO : Epoch 1626 | loss: 0.031173 | val_loss: 0.031172 | Time: 44326.3 ms [2022-02-28 01:45:06 main:574] : INFO : Epoch 1627 | loss: 0.0311727 | val_loss: 0.0311711 | Time: 44191.8 ms [2022-02-28 01:45:50 main:574] : INFO : Epoch 1628 | loss: 0.0311726 | val_loss: 0.0311721 | Time: 44181.2 ms [2022-02-28 01:46:35 main:574] : INFO : Epoch 1629 | loss: 0.0311728 | val_loss: 0.03117 | Time: 44224 ms [2022-02-28 01:47:19 main:574] : INFO : Epoch 1630 | loss: 0.0311732 | val_loss: 0.0311698 | Time: 44188.6 ms [2022-02-28 01:48:03 main:574] : INFO : Epoch 1631 | loss: 0.0311716 | val_loss: 0.0311701 | Time: 44202.1 ms [2022-02-28 01:48:47 main:574] : INFO : Epoch 1632 | loss: 0.0311705 | val_loss: 0.0311696 | Time: 44164 ms [2022-02-28 01:49:32 main:574] : INFO : Epoch 1633 | loss: 0.0311706 | val_loss: 0.0311718 | Time: 44114.1 ms [2022-02-28 01:50:16 main:574] : INFO : Epoch 1634 | loss: 0.0311722 | val_loss: 0.031172 | Time: 44193.3 ms [2022-02-28 01:51:00 main:574] : INFO : Epoch 1635 | loss: 0.0311718 | val_loss: 0.0311757 | Time: 44330.5 ms [2022-02-28 01:51:44 main:574] : INFO : Epoch 1636 | loss: 0.0311734 | val_loss: 0.0311701 | Time: 44201.9 ms [2022-02-28 01:52:29 main:574] : INFO : Epoch 1637 | loss: 0.0311702 | val_loss: 0.0311751 | Time: 44090.3 ms [2022-02-28 01:53:13 main:574] : INFO : Epoch 1638 | loss: 0.0311712 | val_loss: 0.0311713 | Time: 44167.5 ms [2022-02-28 01:53:57 main:574] : INFO : Epoch 1639 | loss: 0.0311781 | val_loss: 0.0311797 | Time: 44162.7 ms [2022-02-28 01:54:41 main:574] : INFO : Epoch 1640 | loss: 0.0311747 | val_loss: 0.0311719 | Time: 44227.8 ms [2022-02-28 01:55:26 main:574] : INFO : Epoch 1641 | loss: 0.0311727 | val_loss: 0.0311709 | Time: 44139.2 ms [2022-02-28 01:56:10 main:574] : INFO : Epoch 1642 | loss: 0.0311715 | val_loss: 0.0311727 | Time: 44439.4 ms [2022-02-28 01:56:55 main:574] : INFO : Epoch 1643 | loss: 0.0311712 | val_loss: 0.0311698 | Time: 44334.4 ms [2022-02-28 01:57:39 main:574] : INFO : Epoch 1644 | loss: 0.0311692 | val_loss: 0.0311725 | Time: 44187.3 ms [2022-02-28 01:58:23 main:574] : INFO : Epoch 1645 | loss: 0.0311713 | val_loss: 0.0311764 | Time: 44092.2 ms [2022-02-28 01:59:08 main:574] : INFO : Epoch 1646 | loss: 0.0311742 | val_loss: 0.0311739 | Time: 44079.4 ms [2022-02-28 01:59:52 main:574] : INFO : Epoch 1647 | loss: 0.0311744 | val_loss: 0.0311737 | Time: 44284.9 ms [2022-02-28 02:00:36 main:574] : INFO : Epoch 1648 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 44278.3 ms [2022-02-28 02:01:21 main:574] : INFO : Epoch 1649 | loss: 0.0311723 | val_loss: 0.0311699 | Time: 44331.6 ms [2022-02-28 02:02:05 main:574] : INFO : Epoch 1650 | loss: 0.0311714 | val_loss: 0.031178 | Time: 44290.5 ms [2022-02-28 02:02:49 main:574] : INFO : Epoch 1651 | loss: 0.0311706 | val_loss: 0.0311703 | Time: 44238.5 ms [2022-02-28 02:03:34 main:574] : INFO : Epoch 1652 | loss: 0.0311684 | val_loss: 0.0311709 | Time: 44264.4 ms [2022-02-28 02:04:18 main:574] : INFO : Epoch 1653 | loss: 0.0311688 | val_loss: 0.0311748 | Time: 44177 ms [2022-02-28 02:05:02 main:574] : INFO : Epoch 1654 | loss: 0.0311687 | val_loss: 0.031171 | Time: 44226.6 ms [2022-02-28 02:05:47 main:574] : INFO : Epoch 1655 | loss: 0.0311668 | val_loss: 0.0311719 | Time: 44291.2 ms [2022-02-28 02:06:31 main:574] : INFO : Epoch 1656 | loss: 0.0311677 | val_loss: 0.0311715 | Time: 44277 ms [2022-02-28 02:07:15 main:574] : INFO : Epoch 1657 | loss: 0.0311665 | val_loss: 0.0311702 | Time: 44205.4 ms [2022-02-28 02:08:00 main:574] : INFO : Epoch 1658 | loss: 0.0311657 | val_loss: 0.0311702 | Time: 44215.5 ms [2022-02-28 02:08:44 main:574] : INFO : Epoch 1659 | loss: 0.0311655 | val_loss: 0.0311692 | Time: 44120.5 ms [2022-02-28 02:09:28 main:574] : INFO : Epoch 1660 | loss: 0.0311661 | val_loss: 0.0311714 | Time: 44215.2 ms [2022-02-28 02:10:12 main:574] : INFO : Epoch 1661 | loss: 0.031166 | val_loss: 0.03117 | Time: 44140.7 ms [2022-02-28 02:10:57 main:574] : INFO : Epoch 1662 | loss: 0.0311656 | val_loss: 0.0311685 | Time: 44212.3 ms [2022-02-28 02:11:41 main:574] : INFO : Epoch 1663 | loss: 0.031165 | val_loss: 0.0311693 | Time: 44253.9 ms [2022-02-28 02:12:26 main:574] : INFO : Epoch 1664 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 44300.2 ms [2022-02-28 02:13:10 main:574] : INFO : Epoch 1665 | loss: 0.0311658 | val_loss: 0.0311702 | Time: 44151.6 ms [2022-02-28 02:13:54 main:574] : INFO : Epoch 1666 | loss: 0.0311662 | val_loss: 0.0311716 | Time: 44185.3 ms [2022-02-28 02:14:38 main:574] : INFO : Epoch 1667 | loss: 0.0311651 | val_loss: 0.0311763 | Time: 44208.3 ms [2022-02-28 02:15:23 main:574] : INFO : Epoch 1668 | loss: 0.0311671 | val_loss: 0.031173 | Time: 44337.9 ms [2022-02-28 02:16:07 main:574] : INFO : Epoch 1669 | loss: 0.0311677 | val_loss: 0.0311741 | Time: 44100.6 ms [2022-02-28 02:16:51 main:574] : INFO : Epoch 1670 | loss: 0.0311693 | val_loss: 0.031171 | Time: 44121.9 ms [2022-02-28 02:17:35 main:574] : INFO : Epoch 1671 | loss: 0.031167 | val_loss: 0.031171 | Time: 44108.6 ms [2022-02-28 02:18:20 main:574] : INFO : Epoch 1672 | loss: 0.0311673 | val_loss: 0.0311699 | Time: 44376.9 ms [2022-02-28 02:19:04 main:574] : INFO : Epoch 1673 | loss: 0.0311664 | val_loss: 0.0311702 | Time: 44464.6 ms [2022-02-28 02:19:49 main:574] : INFO : Epoch 1674 | loss: 0.0311651 | val_loss: 0.0311698 | Time: 44135.8 ms [2022-02-28 02:20:33 main:574] : INFO : Epoch 1675 | loss: 0.0311659 | val_loss: 0.0311736 | Time: 44158.6 ms [2022-02-28 02:21:17 main:574] : INFO : Epoch 1676 | loss: 0.0311674 | val_loss: 0.0311705 | Time: 44234.3 ms [2022-02-28 02:22:01 main:574] : INFO : Epoch 1677 | loss: 0.031167 | val_loss: 0.0311707 | Time: 44061.1 ms [2022-02-28 02:22:45 main:574] : INFO : Epoch 1678 | loss: 0.0311658 | val_loss: 0.0311666 | Time: 44154.9 ms [2022-02-28 02:23:30 main:574] : INFO : Epoch 1679 | loss: 0.0311641 | val_loss: 0.031168 | Time: 44116.6 ms [2022-02-28 02:24:14 main:574] : INFO : Epoch 1680 | loss: 0.0311638 | val_loss: 0.031167 | Time: 44212.4 ms [2022-02-28 02:24:58 main:574] : INFO : Epoch 1681 | loss: 0.0311632 | val_loss: 0.0311691 | Time: 44123 ms [2022-02-28 02:25:43 main:574] : INFO : Epoch 1682 | loss: 0.0311661 | val_loss: 0.0311695 | Time: 44555.9 ms [2022-02-28 02:26:27 main:574] : INFO : Epoch 1683 | loss: 0.0311661 | val_loss: 0.0311737 | Time: 44303.3 ms [2022-02-28 02:27:11 main:574] : INFO : Epoch 1684 | loss: 0.0311657 | val_loss: 0.0311707 | Time: 44131.3 ms [2022-02-28 02:27:56 main:574] : INFO : Epoch 1685 | loss: 0.0311695 | val_loss: 0.0311724 | Time: 44179.7 ms [2022-02-28 02:28:40 main:574] : INFO : Epoch 1686 | loss: 0.0311702 | val_loss: 0.0311709 | Time: 44055.6 ms [2022-02-28 02:29:24 main:574] : INFO : Epoch 1687 | loss: 0.0311697 | val_loss: 0.0311701 | Time: 44147.5 ms [2022-02-28 02:30:08 main:574] : INFO : Epoch 1688 | loss: 0.0311713 | val_loss: 0.0311731 | Time: 44223.7 ms [2022-02-28 02:30:53 main:574] : INFO : Epoch 1689 | loss: 0.0311681 | val_loss: 0.0311726 | Time: 44269.5 ms [2022-02-28 02:31:37 main:574] : INFO : Epoch 1690 | loss: 0.031168 | val_loss: 0.0311692 | Time: 44097.8 ms [2022-02-28 02:32:21 main:574] : INFO : Epoch 1691 | loss: 0.0311676 | val_loss: 0.0311678 | Time: 44156.1 ms [2022-02-28 02:33:05 main:574] : INFO : Epoch 1692 | loss: 0.0311677 | val_loss: 0.031177 | Time: 44111.7 ms [2022-02-28 02:33:49 main:574] : INFO : Epoch 1693 | loss: 0.0311729 | val_loss: 0.0311752 | Time: 44050.9 ms [2022-02-28 02:34:34 main:574] : INFO : Epoch 1694 | loss: 0.0311691 | val_loss: 0.0311705 | Time: 44179.1 ms [2022-02-28 02:35:18 main:574] : INFO : Epoch 1695 | loss: 0.0311652 | val_loss: 0.0311674 | Time: 44216.5 ms [2022-02-28 02:36:02 main:574] : INFO : Epoch 1696 | loss: 0.0311652 | val_loss: 0.0311706 | Time: 44239.5 ms [2022-02-28 02:36:47 main:574] : INFO : Epoch 1697 | loss: 0.0311657 | val_loss: 0.031167 | Time: 44140.7 ms [2022-02-28 02:37:31 main:574] : INFO : Epoch 1698 | loss: 0.0311657 | val_loss: 0.0311672 | Time: 44173.6 ms [2022-02-28 02:38:15 main:574] : INFO : Epoch 1699 | loss: 0.0311639 | val_loss: 0.031167 | Time: 44124.5 ms [2022-02-28 02:39:00 main:574] : INFO : Epoch 1700 | loss: 0.0311645 | val_loss: 0.0311683 | Time: 44214.6 ms [2022-02-28 02:39:44 main:574] : INFO : Epoch 1701 | loss: 0.0311662 | val_loss: 0.0311679 | Time: 44132.6 ms [2022-02-28 02:40:28 main:574] : INFO : Epoch 1702 | loss: 0.0311654 | val_loss: 0.0311666 | Time: 44174.3 ms [2022-02-28 02:41:12 main:574] : INFO : Epoch 1703 | loss: 0.0311663 | val_loss: 0.0311672 | Time: 44203.3 ms [2022-02-28 02:41:57 main:574] : INFO : Epoch 1704 | loss: 0.0311661 | val_loss: 0.031174 | Time: 44183.7 ms [2022-02-28 02:42:41 main:574] : INFO : Epoch 1705 | loss: 0.0311668 | val_loss: 0.0311731 | Time: 44233.3 ms [2022-02-28 02:43:25 main:574] : INFO : Epoch 1706 | loss: 0.0311668 | val_loss: 0.0311657 | Time: 44093.7 ms [2022-02-28 02:44:09 main:574] : INFO : Epoch 1707 | loss: 0.0311658 | val_loss: 0.0311663 | Time: 44264.5 ms [2022-02-28 02:44:54 main:574] : INFO : Epoch 1708 | loss: 0.0311645 | val_loss: 0.0311655 | Time: 44269.9 ms [2022-02-28 02:45:38 main:574] : INFO : Epoch 1709 | loss: 0.0311639 | val_loss: 0.031165 | Time: 44106.4 ms [2022-02-28 02:46:22 main:574] : INFO : Epoch 1710 | loss: 0.0311635 | val_loss: 0.0311659 | Time: 44298.6 ms [2022-02-28 02:47:06 main:574] : INFO : Epoch 1711 | loss: 0.0311635 | val_loss: 0.0311646 | Time: 44096.6 ms [2022-02-28 02:47:51 main:574] : INFO : Epoch 1712 | loss: 0.0311624 | val_loss: 0.0311656 | Time: 44288.6 ms [2022-02-28 02:48:35 main:574] : INFO : Epoch 1713 | loss: 0.0311638 | val_loss: 0.0311649 | Time: 44097.1 ms [2022-02-28 02:49:19 main:574] : INFO : Epoch 1714 | loss: 0.0311634 | val_loss: 0.0311646 | Time: 44169.1 ms [2022-02-28 02:50:03 main:574] : INFO : Epoch 1715 | loss: 0.0311618 | val_loss: 0.0311652 | Time: 44137.5 ms [2022-02-28 02:50:48 main:574] : INFO : Epoch 1716 | loss: 0.0311614 | val_loss: 0.0311641 | Time: 44191.4 ms [2022-02-28 02:51:32 main:574] : INFO : Epoch 1717 | loss: 0.0311643 | val_loss: 0.0311676 | Time: 44259.7 ms [2022-02-28 02:52:16 main:574] : INFO : Epoch 1718 | loss: 0.0311642 | val_loss: 0.0311722 | Time: 44155.2 ms [2022-02-28 02:53:01 main:574] : INFO : Epoch 1719 | loss: 0.0311659 | val_loss: 0.031165 | Time: 44277.6 ms [2022-02-28 02:53:45 main:574] : INFO : Epoch 1720 | loss: 0.0311636 | val_loss: 0.031165 | Time: 44183.3 ms [2022-02-28 02:54:29 main:574] : INFO : Epoch 1721 | loss: 0.0311614 | val_loss: 0.0311636 | Time: 44120 ms [2022-02-28 02:55:13 main:574] : INFO : Epoch 1722 | loss: 0.0311604 | val_loss: 0.0311644 | Time: 44168.6 ms [2022-02-28 02:55:58 main:574] : INFO : Epoch 1723 | loss: 0.0311597 | val_loss: 0.0311638 | Time: 44273.2 ms [2022-02-28 02:56:42 main:574] : INFO : Epoch 1724 | loss: 0.0311603 | val_loss: 0.0311648 | Time: 44174.4 ms [2022-02-28 02:57:26 main:574] : INFO : Epoch 1725 | loss: 0.0311617 | val_loss: 0.0311661 | Time: 44143.3 ms [2022-02-28 02:58:11 main:574] : INFO : Epoch 1726 | loss: 0.0311604 | val_loss: 0.0311664 | Time: 44147.6 ms [2022-02-28 02:58:55 main:574] : INFO : Epoch 1727 | loss: 0.0311611 | val_loss: 0.0311659 | Time: 44156.6 ms [2022-02-28 02:59:39 main:574] : INFO : Epoch 1728 | loss: 0.0311614 | val_loss: 0.0311645 | Time: 44178.2 ms [2022-02-28 03:00:23 main:574] : INFO : Epoch 1729 | loss: 0.0311586 | val_loss: 0.0311647 | Time: 44124.7 ms [2022-02-28 03:01:08 main:574] : INFO : Epoch 1730 | loss: 0.0311591 | val_loss: 0.0311637 | Time: 44187.3 ms [2022-02-28 03:01:52 main:574] : INFO : Epoch 1731 | loss: 0.0311575 | val_loss: 0.0311637 | Time: 44156.7 ms [2022-02-28 03:02:36 main:574] : INFO : Epoch 1732 | loss: 0.0311576 | val_loss: 0.0311628 | Time: 44145.4 ms [2022-02-28 03:03:20 main:574] : INFO : Epoch 1733 | loss: 0.031159 | val_loss: 0.0311715 | Time: 44218.9 ms [2022-02-28 03:04:05 main:574] : INFO : Epoch 1734 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 44132.7 ms [2022-02-28 03:04:49 main:574] : INFO : Epoch 1735 | loss: 0.0311605 | val_loss: 0.0311648 | Time: 44183.9 ms [2022-02-28 03:05:33 main:574] : INFO : Epoch 1736 | loss: 0.0311593 | val_loss: 0.0311643 | Time: 44114.3 ms [2022-02-28 03:06:18 main:574] : INFO : Epoch 1737 | loss: 0.0311584 | val_loss: 0.0311649 | Time: 44388.4 ms [2022-02-28 03:07:02 main:574] : INFO : Epoch 1738 | loss: 0.0311592 | val_loss: 0.0311659 | Time: 44166 ms [2022-02-28 03:07:46 main:574] : INFO : Epoch 1739 | loss: 0.031158 | val_loss: 0.031165 | Time: 44179.9 ms [2022-02-28 03:08:30 main:574] : INFO : Epoch 1740 | loss: 0.03116 | val_loss: 0.0311655 | Time: 44207.3 ms [2022-02-28 03:09:15 main:574] : INFO : Epoch 1741 | loss: 0.0311591 | val_loss: 0.0311673 | Time: 44203.7 ms [2022-02-28 03:09:59 main:574] : INFO : Epoch 1742 | loss: 0.0311572 | val_loss: 0.0311657 | Time: 44252 ms [2022-02-28 03:10:43 main:574] : INFO : Epoch 1743 | loss: 0.0311585 | val_loss: 0.0311664 | Time: 44206.4 ms [2022-02-28 03:11:28 main:574] : INFO : Epoch 1744 | loss: 0.031157 | val_loss: 0.0311627 | Time: 44214.2 ms [2022-02-28 03:12:12 main:574] : INFO : Epoch 1745 | loss: 0.0311561 | val_loss: 0.0311633 | Time: 44171.8 ms [2022-02-28 03:12:56 main:574] : INFO : Epoch 1746 | loss: 0.0311569 | val_loss: 0.031163 | Time: 44119.5 ms [2022-02-28 03:13:41 main:574] : INFO : Epoch 1747 | loss: 0.031157 | val_loss: 0.0311636 | Time: 44152.3 ms [2022-02-28 03:14:25 main:574] : INFO : Epoch 1748 | loss: 0.0311555 | val_loss: 0.0311626 | Time: 44300.6 ms [2022-02-28 03:15:09 main:574] : INFO : Epoch 1749 | loss: 0.0311554 | val_loss: 0.0311634 | Time: 44253 ms [2022-02-28 03:15:54 main:574] : INFO : Epoch 1750 | loss: 0.0311551 | val_loss: 0.0311617 | Time: 44059 ms [2022-02-28 03:16:38 main:574] : INFO : Epoch 1751 | loss: 0.0311548 | val_loss: 0.0311602 | Time: 44134.9 ms [2022-02-28 03:17:22 main:574] : INFO : Epoch 1752 | loss: 0.0311555 | val_loss: 0.0311664 | Time: 44281 ms [2022-02-28 03:18:06 main:574] : INFO : Epoch 1753 | loss: 0.0311548 | val_loss: 0.0311656 | Time: 44231.7 ms [2022-02-28 03:18:51 main:574] : INFO : Epoch 1754 | loss: 0.0311559 | val_loss: 0.0311673 | Time: 44160.7 ms [2022-02-28 03:19:35 main:574] : INFO : Epoch 1755 | loss: 0.031157 | val_loss: 0.0311645 | Time: 44065.6 ms [2022-02-28 03:20:19 main:574] : INFO : Epoch 1756 | loss: 0.0311579 | val_loss: 0.0311714 | Time: 44138.7 ms [2022-02-28 03:21:03 main:574] : INFO : Epoch 1757 | loss: 0.0311566 | val_loss: 0.0311614 | Time: 44161.2 ms [2022-02-28 03:21:47 main:574] : INFO : Epoch 1758 | loss: 0.0311544 | val_loss: 0.0311636 | Time: 44117 ms [2022-02-28 03:22:32 main:574] : INFO : Epoch 1759 | loss: 0.0311567 | val_loss: 0.0311619 | Time: 44233.9 ms [2022-02-28 03:23:16 main:574] : INFO : Epoch 1760 | loss: 0.0311536 | val_loss: 0.0311614 | Time: 44168.9 ms [2022-02-28 03:24:00 main:574] : INFO : Epoch 1761 | loss: 0.0311542 | val_loss: 0.031167 | Time: 44107.1 ms [2022-02-28 03:24:45 main:574] : INFO : Epoch 1762 | loss: 0.0311552 | val_loss: 0.0311679 | Time: 44200.6 ms [2022-02-28 03:25:29 main:574] : INFO : Epoch 1763 | loss: 0.0311562 | val_loss: 0.031165 | Time: 44190.6 ms [2022-02-28 03:26:13 main:574] : INFO : Epoch 1764 | loss: 0.0311584 | val_loss: 0.0311655 | Time: 44118.6 ms [2022-02-28 03:26:57 main:574] : INFO : Epoch 1765 | loss: 0.0311577 | val_loss: 0.0311592 | Time: 44086.3 ms [2022-02-28 03:27:41 main:574] : INFO : Epoch 1766 | loss: 0.0311522 | val_loss: 0.0311598 | Time: 44201 ms [2022-02-28 03:28:26 main:574] : INFO : Epoch 1767 | loss: 0.0311539 | val_loss: 0.0311681 | Time: 44323 ms [2022-02-28 03:29:10 main:574] : INFO : Epoch 1768 | loss: 0.0311598 | val_loss: 0.0311679 | Time: 44224.6 ms [2022-02-28 03:29:54 main:574] : INFO : Epoch 1769 | loss: 0.0311603 | val_loss: 0.0311613 | Time: 44110.8 ms [2022-02-28 03:30:39 main:574] : INFO : Epoch 1770 | loss: 0.0311562 | val_loss: 0.0311605 | Time: 44104.7 ms [2022-02-28 03:31:23 main:574] : INFO : Epoch 1771 | loss: 0.0311598 | val_loss: 0.0311643 | Time: 44187.7 ms [2022-02-28 03:32:08 main:574] : INFO : Epoch 1772 | loss: 0.0311616 | val_loss: 0.0311663 | Time: 44203.7 ms [2022-02-28 03:32:52 main:574] : INFO : Epoch 1773 | loss: 0.0311608 | val_loss: 0.0311624 | Time: 44165.5 ms [2022-02-28 03:33:36 main:574] : INFO : Epoch 1774 | loss: 0.0311568 | val_loss: 0.0311608 | Time: 44197.9 ms [2022-02-28 03:34:20 main:574] : INFO : Epoch 1775 | loss: 0.0311565 | val_loss: 0.0311597 | Time: 44109.5 ms [2022-02-28 03:35:05 main:574] : INFO : Epoch 1776 | loss: 0.0311548 | val_loss: 0.031158 | Time: 44225.3 ms [2022-02-28 03:35:49 main:574] : INFO : Epoch 1777 | loss: 0.0311571 | val_loss: 0.0311581 | Time: 44157.7 ms [2022-02-28 03:36:33 main:574] : INFO : Epoch 1778 | loss: 0.0311564 | val_loss: 0.0311641 | Time: 44180 ms [2022-02-28 03:37:17 main:574] : INFO : Epoch 1779 | loss: 0.0311565 | val_loss: 0.0311585 | Time: 44163.9 ms [2022-02-28 03:38:01 main:574] : INFO : Epoch 1780 | loss: 0.0311568 | val_loss: 0.0311602 | Time: 44138.9 ms [2022-02-28 03:38:46 main:574] : INFO : Epoch 1781 | loss: 0.0311555 | val_loss: 0.0311583 | Time: 44093.1 ms [2022-02-28 03:39:30 main:574] : INFO : Epoch 1782 | loss: 0.031155 | val_loss: 0.031156 | Time: 44230.8 ms [2022-02-28 03:40:14 main:574] : INFO : Epoch 1783 | loss: 0.0311537 | val_loss: 0.0311612 | Time: 44229 ms [2022-02-28 03:40:58 main:574] : INFO : Epoch 1784 | loss: 0.0311597 | val_loss: 0.0311599 | Time: 44153.2 ms [2022-02-28 03:41:43 main:574] : INFO : Epoch 1785 | loss: 0.0311646 | val_loss: 0.0311618 | Time: 44125.1 ms [2022-02-28 03:42:27 main:574] : INFO : Epoch 1786 | loss: 0.0311625 | val_loss: 0.0311594 | Time: 44134.8 ms [2022-02-28 03:43:11 main:574] : INFO : Epoch 1787 | loss: 0.0311587 | val_loss: 0.0311592 | Time: 44135.5 ms [2022-02-28 03:43:55 main:574] : INFO : Epoch 1788 | loss: 0.0311575 | val_loss: 0.0311607 | Time: 44125.7 ms [2022-02-28 03:44:40 main:574] : INFO : Epoch 1789 | loss: 0.0311573 | val_loss: 0.0311593 | Time: 44211.9 ms [2022-02-28 03:45:24 main:574] : INFO : Epoch 1790 | loss: 0.031156 | val_loss: 0.0311575 | Time: 44176.8 ms [2022-02-28 03:46:08 main:574] : INFO : Epoch 1791 | loss: 0.0311547 | val_loss: 0.0311593 | Time: 44150.1 ms [2022-02-28 03:46:53 main:574] : INFO : Epoch 1792 | loss: 0.0311591 | val_loss: 0.031164 | Time: 44245.3 ms [2022-02-28 03:47:37 main:574] : INFO : Epoch 1793 | loss: 0.0311558 | val_loss: 0.0311585 | Time: 44209.7 ms [2022-02-28 03:48:21 main:574] : INFO : Epoch 1794 | loss: 0.0311557 | val_loss: 0.0311593 | Time: 44168.6 ms [2022-02-28 03:49:05 main:574] : INFO : Epoch 1795 | loss: 0.0311549 | val_loss: 0.0311607 | Time: 44072.5 ms [2022-02-28 03:49:50 main:574] : INFO : Epoch 1796 | loss: 0.0311565 | val_loss: 0.0311555 | Time: 44291.4 ms [2022-02-28 03:50:34 main:574] : INFO : Epoch 1797 | loss: 0.0311545 | val_loss: 0.0311582 | Time: 44142.4 ms [2022-02-28 03:51:18 main:574] : INFO : Epoch 1798 | loss: 0.0311534 | val_loss: 0.0311589 | Time: 44159.6 ms [2022-02-28 03:52:02 main:574] : INFO : Epoch 1799 | loss: 0.0311536 | val_loss: 0.0311573 | Time: 44119.9 ms [2022-02-28 03:52:47 main:574] : INFO : Epoch 1800 | loss: 0.0311521 | val_loss: 0.0311593 | Time: 44180 ms [2022-02-28 03:53:31 main:574] : INFO : Epoch 1801 | loss: 0.0311513 | val_loss: 0.0311559 | Time: 44087.2 ms [2022-02-28 03:54:15 main:574] : INFO : Epoch 1802 | loss: 0.0311513 | val_loss: 0.0311561 | Time: 44166.1 ms [2022-02-28 03:54:59 main:574] : INFO : Epoch 1803 | loss: 0.0311501 | val_loss: 0.0311559 | Time: 44181.3 ms [2022-02-28 03:55:44 main:574] : INFO : Epoch 1804 | loss: 0.0311492 | val_loss: 0.0311546 | Time: 44214.2 ms [2022-02-28 03:56:28 main:574] : INFO : Epoch 1805 | loss: 0.0311485 | val_loss: 0.0311565 | Time: 44192.7 ms [2022-02-28 03:57:12 main:574] : INFO : Epoch 1806 | loss: 0.0311486 | val_loss: 0.0311574 | Time: 44003.4 ms [2022-02-28 03:57:56 main:574] : INFO : Epoch 1807 | loss: 0.0311487 | val_loss: 0.0311597 | Time: 44117.3 ms [2022-02-28 03:58:40 main:574] : INFO : Epoch 1808 | loss: 0.0311486 | val_loss: 0.0311601 | Time: 44119.4 ms [2022-02-28 03:59:25 main:574] : INFO : Epoch 1809 | loss: 0.0311489 | val_loss: 0.0311582 | Time: 44167.6 ms [2022-02-28 04:00:09 main:574] : INFO : Epoch 1810 | loss: 0.0311485 | val_loss: 0.0311569 | Time: 44120.4 ms [2022-02-28 04:00:53 main:574] : INFO : Epoch 1811 | loss: 0.0311471 | val_loss: 0.0311557 | Time: 44146.3 ms [2022-02-28 04:01:37 main:574] : INFO : Epoch 1812 | loss: 0.0311478 | val_loss: 0.0311574 | Time: 44264.4 ms [2022-02-28 04:02:21 main:574] : INFO : Epoch 1813 | loss: 0.0311471 | val_loss: 0.0311569 | Time: 44091.3 ms [2022-02-28 04:03:06 main:574] : INFO : Epoch 1814 | loss: 0.0311474 | val_loss: 0.0311587 | Time: 44088.2 ms [2022-02-28 04:03:50 main:574] : INFO : Epoch 1815 | loss: 0.0311461 | val_loss: 0.0311559 | Time: 44219 ms [2022-02-28 04:04:34 main:574] : INFO : Epoch 1816 | loss: 0.0311455 | val_loss: 0.0311563 | Time: 44211.3 ms [2022-02-28 04:05:19 main:574] : INFO : Epoch 1817 | loss: 0.0311479 | val_loss: 0.0311586 | Time: 44234.8 ms [2022-02-28 04:06:03 main:574] : INFO : Epoch 1818 | loss: 0.031148 | val_loss: 0.0311562 | Time: 44095.8 ms [2022-02-28 04:06:47 main:574] : INFO : Epoch 1819 | loss: 0.0311461 | val_loss: 0.0311544 | Time: 44211.5 ms [2022-02-28 04:07:31 main:574] : INFO : Epoch 1820 | loss: 0.0311484 | val_loss: 0.0311564 | Time: 44254.5 ms [2022-02-28 04:08:16 main:574] : INFO : Epoch 1821 | loss: 0.0311458 | val_loss: 0.0311541 | Time: 44258.7 ms [2022-02-28 04:09:00 main:574] : INFO : Epoch 1822 | loss: 0.0311462 | val_loss: 0.0311562 | Time: 44104.8 ms [2022-02-28 04:09:44 main:574] : INFO : Epoch 1823 | loss: 0.0311481 | val_loss: 0.0311531 | Time: 44146.5 ms [2022-02-28 04:10:29 main:574] : INFO : Epoch 1824 | loss: 0.0311472 | val_loss: 0.0311567 | Time: 44389.9 ms [2022-02-28 04:11:13 main:574] : INFO : Epoch 1825 | loss: 0.0311479 | val_loss: 0.0311592 | Time: 44122 ms [2022-02-28 04:11:57 main:574] : INFO : Epoch 1826 | loss: 0.0311501 | val_loss: 0.0311571 | Time: 44199 ms [2022-02-28 04:12:41 main:574] : INFO : Epoch 1827 | loss: 0.0311487 | val_loss: 0.0311568 | Time: 44102.4 ms [2022-02-28 04:13:25 main:574] : INFO : Epoch 1828 | loss: 0.0311456 | val_loss: 0.0311549 | Time: 44079.3 ms [2022-02-28 04:14:10 main:574] : INFO : Epoch 1829 | loss: 0.0311449 | val_loss: 0.0311575 | Time: 44245.4 ms [2022-02-28 04:14:54 main:574] : INFO : Epoch 1830 | loss: 0.0311431 | val_loss: 0.0311592 | Time: 44084.9 ms [2022-02-28 04:15:38 main:574] : INFO : Epoch 1831 | loss: 0.0311434 | val_loss: 0.0311562 | Time: 44130.9 ms [2022-02-28 04:16:22 main:574] : INFO : Epoch 1832 | loss: 0.0311452 | val_loss: 0.0311613 | Time: 44138.6 ms [2022-02-28 04:17:06 main:574] : INFO : Epoch 1833 | loss: 0.0311508 | val_loss: 0.0311561 | Time: 44083.3 ms [2022-02-28 04:17:51 main:574] : INFO : Epoch 1834 | loss: 0.0311544 | val_loss: 0.031157 | Time: 44157.8 ms [2022-02-28 04:18:35 main:574] : INFO : Epoch 1835 | loss: 0.0311529 | val_loss: 0.0311576 | Time: 44313.5 ms [2022-02-28 04:19:19 main:574] : INFO : Epoch 1836 | loss: 0.031153 | val_loss: 0.0311569 | Time: 44203.6 ms [2022-02-28 04:20:04 main:574] : INFO : Epoch 1837 | loss: 0.0311505 | val_loss: 0.0311555 | Time: 44038.1 ms [2022-02-28 04:20:48 main:574] : INFO : Epoch 1838 | loss: 0.0311481 | val_loss: 0.0311552 | Time: 44302.8 ms [2022-02-28 04:21:32 main:574] : INFO : Epoch 1839 | loss: 0.0311475 | val_loss: 0.0311556 | Time: 44166.9 ms [2022-02-28 04:22:16 main:574] : INFO : Epoch 1840 | loss: 0.0311472 | val_loss: 0.0311528 | Time: 44164.4 ms [2022-02-28 04:23:01 main:574] : INFO : Epoch 1841 | loss: 0.0311463 | val_loss: 0.0311534 | Time: 44101.8 ms [2022-02-28 04:23:45 main:574] : INFO : Epoch 1842 | loss: 0.0311457 | val_loss: 0.0311557 | Time: 44309.5 ms [2022-02-28 04:24:29 main:574] : INFO : Epoch 1843 | loss: 0.0311469 | val_loss: 0.0311552 | Time: 44201.8 ms [2022-02-28 04:25:14 main:574] : INFO : Epoch 1844 | loss: 0.0311497 | val_loss: 0.0311584 | Time: 44229.2 ms [2022-02-28 04:25:58 main:574] : INFO : Epoch 1845 | loss: 0.0311458 | val_loss: 0.0311514 | Time: 44186 ms [2022-02-28 04:26:42 main:574] : INFO : Epoch 1846 | loss: 0.0311424 | val_loss: 0.0311514 | Time: 44235.9 ms [2022-02-28 04:27:26 main:574] : INFO : Epoch 1847 | loss: 0.0311433 | val_loss: 0.0311509 | Time: 44252 ms [2022-02-28 04:28:11 main:574] : INFO : Epoch 1848 | loss: 0.0311424 | val_loss: 0.0311516 | Time: 44182.5 ms [2022-02-28 04:28:55 main:574] : INFO : Epoch 1849 | loss: 0.0311426 | val_loss: 0.0311567 | Time: 44035.6 ms [2022-02-28 04:29:39 main:574] : INFO : Epoch 1850 | loss: 0.0311426 | val_loss: 0.0311507 | Time: 44106.8 ms [2022-02-28 04:30:23 main:574] : INFO : Epoch 1851 | loss: 0.0311406 | val_loss: 0.0311505 | Time: 44081.5 ms [2022-02-28 04:31:07 main:574] : INFO : Epoch 1852 | loss: 0.031143 | val_loss: 0.0311511 | Time: 44076.4 ms [2022-02-28 04:31:52 main:574] : INFO : Epoch 1853 | loss: 0.0311422 | val_loss: 0.0311514 | Time: 44259.6 ms [2022-02-28 04:32:36 main:574] : INFO : Epoch 1854 | loss: 0.0311525 | val_loss: 0.0311735 | Time: 44152.7 ms [2022-02-28 04:33:20 main:574] : INFO : Epoch 1855 | loss: 0.031172 | val_loss: 0.0311712 | Time: 44143.1 ms [2022-02-28 04:34:04 main:574] : INFO : Epoch 1856 | loss: 0.0311693 | val_loss: 0.0311663 | Time: 44131.4 ms [2022-02-28 04:34:49 main:574] : INFO : Epoch 1857 | loss: 0.0311638 | val_loss: 0.0311633 | Time: 44112.5 ms [2022-02-28 04:35:33 main:574] : INFO : Epoch 1858 | loss: 0.0311611 | val_loss: 0.0311612 | Time: 44149.5 ms [2022-02-28 04:36:17 main:574] : INFO : Epoch 1859 | loss: 0.03116 | val_loss: 0.031163 | Time: 44286.1 ms [2022-02-28 04:37:02 main:574] : INFO : Epoch 1860 | loss: 0.0311543 | val_loss: 0.0311562 | Time: 44292.1 ms [2022-02-28 04:37:46 main:574] : INFO : Epoch 1861 | loss: 0.0311508 | val_loss: 0.0311552 | Time: 44195.9 ms [2022-02-28 04:38:30 main:574] : INFO : Epoch 1862 | loss: 0.0311515 | val_loss: 0.0311537 | Time: 44211.9 ms [2022-02-28 04:39:15 main:574] : INFO : Epoch 1863 | loss: 0.0311492 | val_loss: 0.031159 | Time: 44207.4 ms [2022-02-28 04:39:59 main:574] : INFO : Epoch 1864 | loss: 0.0311532 | val_loss: 0.0311555 | Time: 44186.8 ms [2022-02-28 04:40:43 main:574] : INFO : Epoch 1865 | loss: 0.0311506 | val_loss: 0.0311532 | Time: 44133.4 ms [2022-02-28 04:41:27 main:574] : INFO : Epoch 1866 | loss: 0.0311486 | val_loss: 0.0311523 | Time: 44210.8 ms [2022-02-28 04:42:12 main:574] : INFO : Epoch 1867 | loss: 0.0311484 | val_loss: 0.0311557 | Time: 44079.6 ms [2022-02-28 04:42:56 main:574] : INFO : Epoch 1868 | loss: 0.0311479 | val_loss: 0.0311534 | Time: 44243.7 ms [2022-02-28 04:43:40 main:574] : INFO : Epoch 1869 | loss: 0.0311492 | val_loss: 0.0311541 | Time: 44234.8 ms [2022-02-28 04:44:24 main:574] : INFO : Epoch 1870 | loss: 0.0311504 | val_loss: 0.0311533 | Time: 44192.4 ms [2022-02-28 04:45:09 main:574] : INFO : Epoch 1871 | loss: 0.0311518 | val_loss: 0.0311539 | Time: 44099.5 ms [2022-02-28 04:45:53 main:574] : INFO : Epoch 1872 | loss: 0.0311497 | val_loss: 0.0311526 | Time: 44116.1 ms [2022-02-28 04:46:37 main:574] : INFO : Epoch 1873 | loss: 0.0311501 | val_loss: 0.0311518 | Time: 44071.7 ms [2022-02-28 04:47:21 main:574] : INFO : Epoch 1874 | loss: 0.0311502 | val_loss: 0.0311575 | Time: 44104.9 ms [2022-02-28 04:48:06 main:574] : INFO : Epoch 1875 | loss: 0.0311515 | val_loss: 0.0311594 | Time: 44083 ms [2022-02-28 04:48:50 main:574] : INFO : Epoch 1876 | loss: 0.0311487 | val_loss: 0.0311595 | Time: 44236.9 ms [2022-02-28 04:49:34 main:574] : INFO : Epoch 1877 | loss: 0.0311484 | val_loss: 0.0311531 | Time: 44127.4 ms [2022-02-28 04:50:18 main:574] : INFO : Epoch 1878 | loss: 0.0311469 | val_loss: 0.0311532 | Time: 44175.9 ms [2022-02-28 04:51:02 main:574] : INFO : Epoch 1879 | loss: 0.0311479 | val_loss: 0.0311533 | Time: 44146.1 ms [2022-02-28 04:51:47 main:574] : INFO : Epoch 1880 | loss: 0.0311471 | val_loss: 0.0311506 | Time: 44271.5 ms [2022-02-28 04:52:31 main:574] : INFO : Epoch 1881 | loss: 0.0311448 | val_loss: 0.0311549 | Time: 44183.9 ms [2022-02-28 04:53:15 main:574] : INFO : Epoch 1882 | loss: 0.0311455 | val_loss: 0.031153 | Time: 44084.5 ms [2022-02-28 04:53:59 main:574] : INFO : Epoch 1883 | loss: 0.0311443 | val_loss: 0.0311538 | Time: 44122.4 ms [2022-02-28 04:54:44 main:574] : INFO : Epoch 1884 | loss: 0.0311476 | val_loss: 0.0311512 | Time: 44150.5 ms [2022-02-28 04:55:28 main:574] : INFO : Epoch 1885 | loss: 0.0311435 | val_loss: 0.0311542 | Time: 44119.6 ms [2022-02-28 04:56:12 main:574] : INFO : Epoch 1886 | loss: 0.0311444 | val_loss: 0.0311535 | Time: 44263.7 ms [2022-02-28 04:56:56 main:574] : INFO : Epoch 1887 | loss: 0.0311445 | val_loss: 0.031155 | Time: 44150.3 ms [2022-02-28 04:57:41 main:574] : INFO : Epoch 1888 | loss: 0.0311446 | val_loss: 0.0311515 | Time: 44314.6 ms [2022-02-28 04:58:25 main:574] : INFO : Epoch 1889 | loss: 0.0311422 | val_loss: 0.0311504 | Time: 44092.7 ms [2022-02-28 04:59:09 main:574] : INFO : Epoch 1890 | loss: 0.0311408 | val_loss: 0.0311506 | Time: 44149.5 ms [2022-02-28 04:59:53 main:574] : INFO : Epoch 1891 | loss: 0.03114 | val_loss: 0.0311494 | Time: 44191.7 ms [2022-02-28 05:00:38 main:574] : INFO : Epoch 1892 | loss: 0.0311417 | val_loss: 0.0311495 | Time: 44219.4 ms [2022-02-28 05:01:22 main:574] : INFO : Epoch 1893 | loss: 0.0311434 | val_loss: 0.0311513 | Time: 44179.4 ms [2022-02-28 05:02:07 main:574] : INFO : Epoch 1894 | loss: 0.0311436 | val_loss: 0.0311498 | Time: 44143.6 ms [2022-02-28 05:02:51 main:574] : INFO : Epoch 1895 | loss: 0.0311407 | val_loss: 0.0311483 | Time: 44088 ms [2022-02-28 05:03:36 main:574] : INFO : Epoch 1896 | loss: 0.0311407 | val_loss: 0.0311457 | Time: 44205.1 ms [2022-02-28 05:04:20 main:574] : INFO : Epoch 1897 | loss: 0.0311408 | val_loss: 0.0311465 | Time: 44157.5 ms [2022-02-28 05:05:04 main:574] : INFO : Epoch 1898 | loss: 0.0311393 | val_loss: 0.0311491 | Time: 44183.8 ms [2022-02-28 05:05:48 main:574] : INFO : Epoch 1899 | loss: 0.0311395 | val_loss: 0.031149 | Time: 44193.6 ms [2022-02-28 05:06:33 main:574] : INFO : Epoch 1900 | loss: 0.0311406 | val_loss: 0.0311507 | Time: 44216 ms [2022-02-28 05:07:17 main:574] : INFO : Epoch 1901 | loss: 0.0311425 | val_loss: 0.0311509 | Time: 44128.4 ms [2022-02-28 05:08:01 main:574] : INFO : Epoch 1902 | loss: 0.0311413 | val_loss: 0.0311523 | Time: 44041.9 ms [2022-02-28 05:08:45 main:574] : INFO : Epoch 1903 | loss: 0.0311389 | val_loss: 0.0311516 | Time: 44060.9 ms [2022-02-28 05:09:30 main:574] : INFO : Epoch 1904 | loss: 0.0311395 | val_loss: 0.0311514 | Time: 44141.5 ms [2022-02-28 05:10:14 main:574] : INFO : Epoch 1905 | loss: 0.0311391 | val_loss: 0.0311501 | Time: 44261.1 ms [2022-02-28 05:10:58 main:574] : INFO : Epoch 1906 | loss: 0.0311385 | val_loss: 0.0311492 | Time: 44148.6 ms [2022-02-28 05:11:42 main:574] : INFO : Epoch 1907 | loss: 0.0311511 | val_loss: 0.0311562 | Time: 44092.5 ms [2022-02-28 05:12:27 main:574] : INFO : Epoch 1908 | loss: 0.0311506 | val_loss: 0.0311548 | Time: 44105.4 ms [2022-02-28 05:13:11 main:574] : INFO : Epoch 1909 | loss: 0.0311454 | val_loss: 0.0311573 | Time: 44052.7 ms [2022-02-28 05:13:55 main:574] : INFO : Epoch 1910 | loss: 0.0311509 | val_loss: 0.0311546 | Time: 44156 ms [2022-02-28 05:14:39 main:574] : INFO : Epoch 1911 | loss: 0.0311478 | val_loss: 0.0311539 | Time: 44246.6 ms [2022-02-28 05:15:24 main:574] : INFO : Epoch 1912 | loss: 0.0311466 | val_loss: 0.0311538 | Time: 44136.6 ms [2022-02-28 05:16:08 main:574] : INFO : Epoch 1913 | loss: 0.0311461 | val_loss: 0.0311545 | Time: 44159.5 ms [2022-02-28 05:16:52 main:574] : INFO : Epoch 1914 | loss: 0.0311442 | val_loss: 0.0311531 | Time: 44046.1 ms [2022-02-28 05:17:36 main:574] : INFO : Epoch 1915 | loss: 0.0311432 | val_loss: 0.0311497 | Time: 44144.7 ms [2022-02-28 05:18:20 main:574] : INFO : Epoch 1916 | loss: 0.0311443 | val_loss: 0.0311578 | Time: 44149.6 ms [2022-02-28 05:19:05 main:574] : INFO : Epoch 1917 | loss: 0.0311454 | val_loss: 0.0311547 | Time: 44190 ms [2022-02-28 05:19:49 main:574] : INFO : Epoch 1918 | loss: 0.031144 | val_loss: 0.0311533 | Time: 44239.3 ms [2022-02-28 05:20:33 main:574] : INFO : Epoch 1919 | loss: 0.0311447 | val_loss: 0.0311521 | Time: 44180.4 ms [2022-02-28 05:21:17 main:574] : INFO : Epoch 1920 | loss: 0.0311471 | val_loss: 0.0311617 | Time: 44151.8 ms [2022-02-28 05:22:02 main:574] : INFO : Epoch 1921 | loss: 0.0311445 | val_loss: 0.0311515 | Time: 44101.4 ms [2022-02-28 05:22:46 main:574] : INFO : Epoch 1922 | loss: 0.0311448 | val_loss: 0.0311524 | Time: 44300.4 ms [2022-02-28 05:23:30 main:574] : INFO : Epoch 1923 | loss: 0.0311482 | val_loss: 0.0311549 | Time: 44180.3 ms [2022-02-28 05:24:15 main:574] : INFO : Epoch 1924 | loss: 0.0311494 | val_loss: 0.0311596 | Time: 44130.2 ms [2022-02-28 05:24:59 main:574] : INFO : Epoch 1925 | loss: 0.0311508 | val_loss: 0.0311582 | Time: 44031.6 ms [2022-02-28 05:25:43 main:574] : INFO : Epoch 1926 | loss: 0.0311473 | val_loss: 0.0311599 | Time: 44288.8 ms [2022-02-28 05:26:27 main:574] : INFO : Epoch 1927 | loss: 0.0311463 | val_loss: 0.031154 | Time: 44213.7 ms [2022-02-28 05:27:12 main:574] : INFO : Epoch 1928 | loss: 0.0311446 | val_loss: 0.0311502 | Time: 44300.6 ms [2022-02-28 05:27:56 main:574] : INFO : Epoch 1929 | loss: 0.0311446 | val_loss: 0.0311541 | Time: 44205.4 ms [2022-02-28 05:28:40 main:574] : INFO : Epoch 1930 | loss: 0.0311423 | val_loss: 0.0311504 | Time: 44099.8 ms [2022-02-28 05:29:25 main:574] : INFO : Epoch 1931 | loss: 0.0311422 | val_loss: 0.0311521 | Time: 44143 ms [2022-02-28 05:30:09 main:574] : INFO : Epoch 1932 | loss: 0.0311427 | val_loss: 0.0311517 | Time: 44187.5 ms [2022-02-28 05:30:53 main:574] : INFO : Epoch 1933 | loss: 0.0311434 | val_loss: 0.0311517 | Time: 44082.1 ms [2022-02-28 05:31:37 main:574] : INFO : Epoch 1934 | loss: 0.0311456 | val_loss: 0.0311548 | Time: 44170.9 ms [2022-02-28 05:32:22 main:574] : INFO : Epoch 1935 | loss: 0.0311441 | val_loss: 0.0311526 | Time: 44311.6 ms [2022-02-28 05:33:06 main:574] : INFO : Epoch 1936 | loss: 0.031144 | val_loss: 0.0311518 | Time: 44219.7 ms [2022-02-28 05:33:50 main:574] : INFO : Epoch 1937 | loss: 0.0311435 | val_loss: 0.0311521 | Time: 44087.8 ms [2022-02-28 05:34:35 main:574] : INFO : Epoch 1938 | loss: 0.0311422 | val_loss: 0.0311535 | Time: 44228.5 ms [2022-02-28 05:35:19 main:574] : INFO : Epoch 1939 | loss: 0.0311414 | val_loss: 0.0311486 | Time: 44154.9 ms [2022-02-28 05:36:03 main:574] : INFO : Epoch 1940 | loss: 0.0311411 | val_loss: 0.0311485 | Time: 44155.4 ms [2022-02-28 05:36:47 main:574] : INFO : Epoch 1941 | loss: 0.0311397 | val_loss: 0.0311508 | Time: 44130.4 ms [2022-02-28 05:37:31 main:574] : INFO : Epoch 1942 | loss: 0.0311382 | val_loss: 0.0311493 | Time: 44158.2 ms [2022-02-28 05:38:16 main:574] : INFO : Epoch 1943 | loss: 0.0311399 | val_loss: 0.0311487 | Time: 44212.3 ms [2022-02-28 05:39:00 main:574] : INFO : Epoch 1944 | loss: 0.0311403 | val_loss: 0.0311498 | Time: 44145.5 ms [2022-02-28 05:39:44 main:574] : INFO : Epoch 1945 | loss: 0.0311398 | val_loss: 0.0311497 | Time: 44128.4 ms [2022-02-28 05:40:28 main:574] : INFO : Epoch 1946 | loss: 0.0311375 | val_loss: 0.0311502 | Time: 44168.4 ms [2022-02-28 05:41:13 main:574] : INFO : Epoch 1947 | loss: 0.0311365 | val_loss: 0.0311468 | Time: 44126.3 ms [2022-02-28 05:41:57 main:574] : INFO : Epoch 1948 | loss: 0.0311372 | val_loss: 0.031149 | Time: 44307.6 ms [2022-02-28 05:42:41 main:574] : INFO : Epoch 1949 | loss: 0.0311381 | val_loss: 0.031148 | Time: 44074.4 ms [2022-02-28 05:43:25 main:574] : INFO : Epoch 1950 | loss: 0.0311372 | val_loss: 0.0311504 | Time: 44101.3 ms [2022-02-28 05:44:10 main:574] : INFO : Epoch 1951 | loss: 0.0311375 | val_loss: 0.0311538 | Time: 44138.7 ms [2022-02-28 05:44:54 main:574] : INFO : Epoch 1952 | loss: 0.0311381 | val_loss: 0.0311474 | Time: 44230.6 ms [2022-02-28 05:45:38 main:574] : INFO : Epoch 1953 | loss: 0.0311357 | val_loss: 0.0311473 | Time: 44190.3 ms [2022-02-28 05:46:23 main:574] : INFO : Epoch 1954 | loss: 0.0311372 | val_loss: 0.0311476 | Time: 44130.8 ms [2022-02-28 05:47:07 main:574] : INFO : Epoch 1955 | loss: 0.0311383 | val_loss: 0.0311492 | Time: 44071.1 ms [2022-02-28 05:47:51 main:574] : INFO : Epoch 1956 | loss: 0.0311374 | val_loss: 0.0311474 | Time: 44165.2 ms [2022-02-28 05:48:35 main:574] : INFO : Epoch 1957 | loss: 0.0311363 | val_loss: 0.0311502 | Time: 44149.4 ms [2022-02-28 05:49:19 main:574] : INFO : Epoch 1958 | loss: 0.0311378 | val_loss: 0.0311481 | Time: 44150.2 ms [2022-02-28 05:50:04 main:574] : INFO : Epoch 1959 | loss: 0.0311367 | val_loss: 0.0311509 | Time: 44105.1 ms [2022-02-28 05:50:48 main:574] : INFO : Epoch 1960 | loss: 0.0311354 | val_loss: 0.0311492 | Time: 44228.6 ms [2022-02-28 05:51:32 main:574] : INFO : Epoch 1961 | loss: 0.0311348 | val_loss: 0.031148 | Time: 44207.8 ms [2022-02-28 05:52:16 main:574] : INFO : Epoch 1962 | loss: 0.0311345 | val_loss: 0.0311466 | Time: 44027.1 ms [2022-02-28 05:53:01 main:574] : INFO : Epoch 1963 | loss: 0.0311346 | val_loss: 0.0311555 | Time: 44232.6 ms [2022-02-28 05:53:45 main:574] : INFO : Epoch 1964 | loss: 0.0311374 | val_loss: 0.0311489 | Time: 44241.3 ms [2022-02-28 05:54:29 main:574] : INFO : Epoch 1965 | loss: 0.0311374 | val_loss: 0.0311476 | Time: 44197.9 ms [2022-02-28 05:55:13 main:574] : INFO : Epoch 1966 | loss: 0.0311353 | val_loss: 0.0311473 | Time: 44208.7 ms [2022-02-28 05:55:58 main:574] : INFO : Epoch 1967 | loss: 0.0311352 | val_loss: 0.0311493 | Time: 44179.9 ms [2022-02-28 05:56:42 main:574] : INFO : Epoch 1968 | loss: 0.0311358 | val_loss: 0.0311476 | Time: 44173.4 ms [2022-02-28 05:57:26 main:574] : INFO : Epoch 1969 | loss: 0.0311346 | val_loss: 0.0311499 | Time: 44149.1 ms [2022-02-28 05:58:11 main:574] : INFO : Epoch 1970 | loss: 0.0311357 | val_loss: 0.0311505 | Time: 44286.2 ms [2022-02-28 05:58:55 main:574] : INFO : Epoch 1971 | loss: 0.0311346 | val_loss: 0.0311464 | Time: 44136.3 ms [2022-02-28 05:59:39 main:574] : INFO : Epoch 1972 | loss: 0.0311346 | val_loss: 0.0311472 | Time: 44186.1 ms [2022-02-28 06:00:23 main:574] : INFO : Epoch 1973 | loss: 0.0311359 | val_loss: 0.0311472 | Time: 44220.9 ms [2022-02-28 06:01:08 main:574] : INFO : Epoch 1974 | loss: 0.0311348 | val_loss: 0.0311478 | Time: 44273.3 ms [2022-02-28 06:01:52 main:574] : INFO : Epoch 1975 | loss: 0.0311371 | val_loss: 0.0311528 | Time: 44098.4 ms [2022-02-28 06:02:36 main:574] : INFO : Epoch 1976 | loss: 0.031136 | val_loss: 0.0311458 | Time: 44323.9 ms [2022-02-28 06:03:20 main:574] : INFO : Epoch 1977 | loss: 0.0311364 | val_loss: 0.0311474 | Time: 44047.9 ms [2022-02-28 06:04:05 main:574] : INFO : Epoch 1978 | loss: 0.0311387 | val_loss: 0.0311472 | Time: 44103.5 ms [2022-02-28 06:04:49 main:574] : INFO : Epoch 1979 | loss: 0.0311369 | val_loss: 0.0311514 | Time: 44261 ms [2022-02-28 06:05:33 main:574] : INFO : Epoch 1980 | loss: 0.0311369 | val_loss: 0.03115 | Time: 44174.1 ms [2022-02-28 06:06:17 main:574] : INFO : Epoch 1981 | loss: 0.0311339 | val_loss: 0.0311487 | Time: 44156.4 ms [2022-02-28 06:07:02 main:574] : INFO : Epoch 1982 | loss: 0.0311332 | val_loss: 0.0311489 | Time: 44255.2 ms [2022-02-28 06:07:46 main:574] : INFO : Epoch 1983 | loss: 0.0311359 | val_loss: 0.0311528 | Time: 44124.8 ms [2022-02-28 06:08:30 main:574] : INFO : Epoch 1984 | loss: 0.0311342 | val_loss: 0.0311479 | Time: 44098.8 ms [2022-02-28 06:09:14 main:574] : INFO : Epoch 1985 | loss: 0.0311373 | val_loss: 0.0311542 | Time: 44112.4 ms [2022-02-28 06:09:59 main:574] : INFO : Epoch 1986 | loss: 0.0311456 | val_loss: 0.0311511 | Time: 44455.6 ms [2022-02-28 06:10:44 main:574] : INFO : Epoch 1987 | loss: 0.031143 | val_loss: 0.0311523 | Time: 44640.8 ms [2022-02-28 06:11:28 main:574] : INFO : Epoch 1988 | loss: 0.0311419 | val_loss: 0.0311503 | Time: 44242.6 ms [2022-02-28 06:12:13 main:574] : INFO : Epoch 1989 | loss: 0.0311407 | val_loss: 0.031148 | Time: 44222.8 ms [2022-02-28 06:12:57 main:574] : INFO : Epoch 1990 | loss: 0.0311444 | val_loss: 0.0311535 | Time: 44117 ms [2022-02-28 06:13:41 main:574] : INFO : Epoch 1991 | loss: 0.0311439 | val_loss: 0.0311573 | Time: 44117.9 ms [2022-02-28 06:14:25 main:574] : INFO : Epoch 1992 | loss: 0.0311516 | val_loss: 0.0311506 | Time: 44198.5 ms [2022-02-28 06:15:10 main:574] : INFO : Epoch 1993 | loss: 0.0311499 | val_loss: 0.0311522 | Time: 44090.2 ms [2022-02-28 06:15:54 main:574] : INFO : Epoch 1994 | loss: 0.0311459 | val_loss: 0.0311489 | Time: 44222.7 ms [2022-02-28 06:16:38 main:574] : INFO : Epoch 1995 | loss: 0.0311487 | val_loss: 0.0311584 | Time: 44131.7 ms [2022-02-28 06:17:22 main:574] : INFO : Epoch 1996 | loss: 0.03115 | val_loss: 0.0311497 | Time: 44134.5 ms [2022-02-28 06:18:07 main:574] : INFO : Epoch 1997 | loss: 0.0311471 | val_loss: 0.0311467 | Time: 44255 ms [2022-02-28 06:18:51 main:574] : INFO : Epoch 1998 | loss: 0.0311474 | val_loss: 0.0311487 | Time: 44254.4 ms [2022-02-28 06:19:35 main:574] : INFO : Epoch 1999 | loss: 0.031146 | val_loss: 0.0311474 | Time: 44207.7 ms [2022-02-28 06:20:20 main:574] : INFO : Epoch 2000 | loss: 0.0311433 | val_loss: 0.0311452 | Time: 44256.1 ms [2022-02-28 06:21:04 main:574] : INFO : Epoch 2001 | loss: 0.0311442 | val_loss: 0.0311457 | Time: 44156.4 ms [2022-02-28 06:21:48 main:574] : INFO : Epoch 2002 | loss: 0.0311431 | val_loss: 0.0311465 | Time: 44212 ms [2022-02-28 06:22:33 main:574] : INFO : Epoch 2003 | loss: 0.0311434 | val_loss: 0.0311482 | Time: 44114 ms [2022-02-28 06:23:17 main:574] : INFO : Epoch 2004 | loss: 0.0311409 | val_loss: 0.0311471 | Time: 44123.7 ms [2022-02-28 06:24:01 main:574] : INFO : Epoch 2005 | loss: 0.0311402 | val_loss: 0.0311472 | Time: 44141.9 ms [2022-02-28 06:24:45 main:574] : INFO : Epoch 2006 | loss: 0.0311393 | val_loss: 0.0311462 | Time: 44180.8 ms [2022-02-28 06:25:29 main:574] : INFO : Epoch 2007 | loss: 0.0311382 | val_loss: 0.0311465 | Time: 44136.2 ms [2022-02-28 06:26:14 main:574] : INFO : Epoch 2008 | loss: 0.0311469 | val_loss: 0.0311546 | Time: 44215.3 ms [2022-02-28 06:26:58 main:574] : INFO : Epoch 2009 | loss: 0.0311475 | val_loss: 0.0311517 | Time: 44209.2 ms [2022-02-28 06:27:43 main:574] : INFO : Epoch 2010 | loss: 0.0311658 | val_loss: 0.031187 | Time: 44207.1 ms [2022-02-28 06:28:27 main:574] : INFO : Epoch 2011 | loss: 0.031187 | val_loss: 0.0311856 | Time: 44209.1 ms [2022-02-28 06:29:11 main:574] : INFO : Epoch 2012 | loss: 0.0311792 | val_loss: 0.0311721 | Time: 44127.9 ms [2022-02-28 06:29:55 main:574] : INFO : Epoch 2013 | loss: 0.0311739 | val_loss: 0.0311727 | Time: 44212.3 ms [2022-02-28 06:30:40 main:574] : INFO : Epoch 2014 | loss: 0.0311709 | val_loss: 0.0311719 | Time: 44203.2 ms [2022-02-28 06:31:24 main:574] : INFO : Epoch 2015 | loss: 0.0311697 | val_loss: 0.0311696 | Time: 44133.3 ms [2022-02-28 06:32:08 main:574] : INFO : Epoch 2016 | loss: 0.0311687 | val_loss: 0.0311691 | Time: 44102.4 ms [2022-02-28 06:32:52 main:574] : INFO : Epoch 2017 | loss: 0.0311682 | val_loss: 0.0311689 | Time: 44102.1 ms [2022-02-28 06:33:37 main:574] : INFO : Epoch 2018 | loss: 0.0311663 | val_loss: 0.0311681 | Time: 44195.9 ms [2022-02-28 06:34:21 main:574] : INFO : Epoch 2019 | loss: 0.0311663 | val_loss: 0.0311668 | Time: 44028.2 ms [2022-02-28 06:35:05 main:574] : INFO : Epoch 2020 | loss: 0.031165 | val_loss: 0.0311652 | Time: 44118.8 ms [2022-02-28 06:35:49 main:574] : INFO : Epoch 2021 | loss: 0.0311641 | val_loss: 0.0311659 | Time: 44132.2 ms [2022-02-28 06:36:33 main:574] : INFO : Epoch 2022 | loss: 0.0311627 | val_loss: 0.0311659 | Time: 44081.3 ms [2022-02-28 06:37:18 main:574] : INFO : Epoch 2023 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 44223.6 ms [2022-02-28 06:38:02 main:574] : INFO : Epoch 2024 | loss: 0.0311626 | val_loss: 0.0311659 | Time: 44139.2 ms [2022-02-28 06:38:46 main:574] : INFO : Epoch 2025 | loss: 0.031162 | val_loss: 0.0311654 | Time: 44156.4 ms [2022-02-28 06:39:30 main:574] : INFO : Epoch 2026 | loss: 0.0311602 | val_loss: 0.0311646 | Time: 44256.9 ms [2022-02-28 06:40:15 main:574] : INFO : Epoch 2027 | loss: 0.0311595 | val_loss: 0.0311669 | Time: 44137.4 ms [2022-02-28 06:40:59 main:574] : INFO : Epoch 2028 | loss: 0.0311612 | val_loss: 0.0311664 | Time: 44276.8 ms [2022-02-28 06:41:43 main:574] : INFO : Epoch 2029 | loss: 0.0311594 | val_loss: 0.031164 | Time: 44213.3 ms [2022-02-28 06:42:28 main:574] : INFO : Epoch 2030 | loss: 0.0311602 | val_loss: 0.0311667 | Time: 44158.7 ms [2022-02-28 06:43:12 main:574] : INFO : Epoch 2031 | loss: 0.0311601 | val_loss: 0.0311656 | Time: 44187.6 ms [2022-02-28 06:43:56 main:574] : INFO : Epoch 2032 | loss: 0.031159 | val_loss: 0.0311649 | Time: 44192.2 ms [2022-02-28 06:44:40 main:574] : INFO : Epoch 2033 | loss: 0.0311591 | val_loss: 0.0311652 | Time: 44215 ms [2022-02-28 06:45:25 main:574] : INFO : Epoch 2034 | loss: 0.0311583 | val_loss: 0.0311641 | Time: 44133.9 ms [2022-02-28 06:46:09 main:574] : INFO : Epoch 2035 | loss: 0.0311568 | val_loss: 0.0311637 | Time: 44208.9 ms [2022-02-28 06:46:53 main:574] : INFO : Epoch 2036 | loss: 0.0311575 | val_loss: 0.0311631 | Time: 44197.1 ms [2022-02-28 06:47:38 main:574] : INFO : Epoch 2037 | loss: 0.031157 | val_loss: 0.0311625 | Time: 44154.7 ms [2022-02-28 06:48:22 main:574] : INFO : Epoch 2038 | loss: 0.0311541 | val_loss: 0.0311616 | Time: 44127.6 ms [2022-02-28 06:49:06 main:574] : INFO : Epoch 2039 | loss: 0.0311559 | val_loss: 0.0311636 | Time: 44191.4 ms [2022-02-28 06:49:51 main:574] : INFO : Epoch 2040 | loss: 0.0311574 | val_loss: 0.0311663 | Time: 44422.6 ms [2022-02-28 06:50:35 main:574] : INFO : Epoch 2041 | loss: 0.031164 | val_loss: 0.03117 | Time: 44130.1 ms [2022-02-28 06:51:19 main:574] : INFO : Epoch 2042 | loss: 0.0311629 | val_loss: 0.0311674 | Time: 44137 ms [2022-02-28 06:52:03 main:574] : INFO : Epoch 2043 | loss: 0.0311608 | val_loss: 0.031167 | Time: 44180.8 ms [2022-02-28 06:52:48 main:574] : INFO : Epoch 2044 | loss: 0.0311604 | val_loss: 0.0311672 | Time: 44300.7 ms [2022-02-28 06:53:32 main:574] : INFO : Epoch 2045 | loss: 0.0311582 | val_loss: 0.0311657 | Time: 44104.6 ms [2022-02-28 06:54:16 main:574] : INFO : Epoch 2046 | loss: 0.031158 | val_loss: 0.0311643 | Time: 44115 ms [2022-02-28 06:55:00 main:574] : INFO : Epoch 2047 | loss: 0.0311595 | val_loss: 0.0311653 | Time: 44122.2 ms [2022-02-28 06:55:45 main:574] : INFO : Epoch 2048 | loss: 0.0311577 | val_loss: 0.0311667 | Time: 44096.5 ms [2022-02-28 06:55:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311667 [2022-02-28 06:55:45 main:603] : INFO : Saving end state to config to file [2022-02-28 06:55:45 main:608] : INFO : Success, exiting.. 06:55:45 (3028): 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)