Task 14391714
| Name | ParityModified-1647043160-6119-3-0_0 |
| Workunit | 11435891 |
| Created | 5 Apr 2022, 20:47:18 UTC |
| Sent | 10 Apr 2022, 5:59:54 UTC |
| Report deadline | 18 Apr 2022, 5:59:54 UTC |
| Received | 10 Apr 2022, 10:41:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 1 min 55 sec |
| CPU time | 2 hours 56 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 38 main:574] : INFO : Epoch 1542 | loss: 0.0310593 | val_loss: 0.0310915 | Time: 5325.59 ms [2022-04-10 11:55:43 main:574] : INFO : Epoch 1543 | loss: 0.0310578 | val_loss: 0.0310912 | Time: 5326.93 ms [2022-04-10 11:55:48 main:574] : INFO : Epoch 1544 | loss: 0.0310563 | val_loss: 0.0310869 | Time: 5334.37 ms [2022-04-10 11:55:54 main:574] : INFO : Epoch 1545 | loss: 0.0310565 | val_loss: 0.0310904 | Time: 5333.71 ms [2022-04-10 11:55:59 main:574] : INFO : Epoch 1546 | loss: 0.0310618 | val_loss: 0.0310951 | Time: 5334.03 ms [2022-04-10 11:56:04 main:574] : INFO : Epoch 1547 | loss: 0.0310644 | val_loss: 0.031087 | Time: 5334.32 ms [2022-04-10 11:56:10 main:574] : INFO : Epoch 1548 | loss: 0.0310597 | val_loss: 0.0310903 | Time: 5327.33 ms [2022-04-10 11:56:15 main:574] : INFO : Epoch 1549 | loss: 0.0310555 | val_loss: 0.0310896 | Time: 5327.66 ms [2022-04-10 11:56:20 main:574] : INFO : Epoch 1550 | loss: 0.0310541 | val_loss: 0.0310905 | Time: 5328.08 ms [2022-04-10 11:56:26 main:574] : INFO : Epoch 1551 | loss: 0.0310561 | val_loss: 0.0311 | Time: 5327.8 ms [2022-04-10 11:56:31 main:574] : INFO : Epoch 1552 | loss: 0.0310602 | val_loss: 0.0310943 | Time: 5323.06 ms [2022-04-10 11:56:36 main:574] : INFO : Epoch 1553 | loss: 0.0310675 | val_loss: 0.0311004 | Time: 5337.6 ms [2022-04-10 11:56:42 main:574] : INFO : Epoch 1554 | loss: 0.0310733 | val_loss: 0.0311085 | Time: 5335.86 ms [2022-04-10 11:56:47 main:574] : INFO : Epoch 1555 | loss: 0.0310683 | val_loss: 0.0310912 | Time: 5335.49 ms [2022-04-10 11:56:52 main:574] : INFO : Epoch 1556 | loss: 0.0310674 | val_loss: 0.0310917 | Time: 5335.7 ms [2022-04-10 11:56:58 main:574] : INFO : Epoch 1557 | loss: 0.031067 | val_loss: 0.0310903 | Time: 5333.08 ms [2022-04-10 11:57:03 main:574] : INFO : Epoch 1558 | loss: 0.0310641 | val_loss: 0.0311088 | Time: 5336.23 ms [2022-04-10 11:57:08 main:574] : INFO : Epoch 1559 | loss: 0.0310723 | val_loss: 0.0310915 | Time: 5325.19 ms [2022-04-10 11:57:14 main:574] : INFO : Epoch 1560 | loss: 0.0310666 | val_loss: 0.0310908 | Time: 5338.79 ms [2022-04-10 11:57:19 main:574] : INFO : Epoch 1561 | loss: 0.0310677 | val_loss: 0.0311015 | Time: 5331.23 ms [2022-04-10 11:57:24 main:574] : INFO : Epoch 1562 | loss: 0.031065 | val_loss: 0.0310919 | Time: 5331.97 ms [2022-04-10 11:57:30 main:574] : INFO : Epoch 1563 | loss: 0.0310609 | val_loss: 0.0310926 | Time: 5329.68 ms [2022-04-10 11:57:35 main:574] : INFO : Epoch 1564 | loss: 0.0310581 | val_loss: 0.0310932 | Time: 5335.22 ms [2022-04-10 11:57:40 main:574] : INFO : Epoch 1565 | loss: 0.0310586 | val_loss: 0.0311003 | Time: 5329.4 ms [2022-04-10 11:57:46 main:574] : INFO : Epoch 1566 | loss: 0.0310725 | val_loss: 0.0310938 | Time: 5332 ms [2022-04-10 11:57:51 main:574] : INFO : Epoch 1567 | loss: 0.0310716 | val_loss: 0.0310881 | Time: 5335.4 ms [2022-04-10 11:57:56 main:574] : INFO : Epoch 1568 | loss: 0.0310671 | val_loss: 0.0310896 | Time: 5333.35 ms [2022-04-10 11:58:02 main:574] : INFO : Epoch 1569 | loss: 0.0310719 | val_loss: 0.0311209 | Time: 5329.76 ms [2022-04-10 11:58:07 main:574] : INFO : Epoch 1570 | loss: 0.0310882 | val_loss: 0.0311194 | Time: 5324.37 ms [2022-04-10 11:58:12 main:574] : INFO : Epoch 1571 | loss: 0.0310826 | val_loss: 0.031105 | Time: 5334.52 ms [2022-04-10 11:58:18 main:574] : INFO : Epoch 1572 | loss: 0.0310745 | val_loss: 0.031102 | Time: 5333.25 ms [2022-04-10 11:58:23 main:574] : INFO : Epoch 1573 | loss: 0.0310719 | val_loss: 0.0311034 | Time: 5331.79 ms [2022-04-10 11:58:28 main:574] : INFO : Epoch 1574 | loss: 0.0310767 | val_loss: 0.031106 | Time: 5341.23 ms [2022-04-10 11:58:34 main:574] : INFO : Epoch 1575 | loss: 0.0310812 | val_loss: 0.0311186 | Time: 5333.2 ms [2022-04-10 11:58:39 main:574] : INFO : Epoch 1576 | loss: 0.0311258 | val_loss: 0.0311411 | Time: 5328.01 ms [2022-04-10 11:58:44 main:574] : INFO : Epoch 1577 | loss: 0.0311332 | val_loss: 0.0311365 | Time: 5329.27 ms [2022-04-10 11:58:50 main:574] : INFO : Epoch 1578 | loss: 0.0311206 | val_loss: 0.0311352 | Time: 5331.2 ms [2022-04-10 11:58:55 main:574] : INFO : Epoch 1579 | loss: 0.0311159 | val_loss: 0.0311242 | Time: 5329.95 ms [2022-04-10 11:59:00 main:574] : INFO : Epoch 1580 | loss: 0.0311089 | val_loss: 0.0311172 | Time: 5330.38 ms [2022-04-10 11:59:06 main:574] : INFO : Epoch 1581 | loss: 0.0311052 | val_loss: 0.0311167 | Time: 5332.02 ms [2022-04-10 11:59:11 main:574] : INFO : Epoch 1582 | loss: 0.0310987 | val_loss: 0.0311175 | Time: 5336.3 ms [2022-04-10 11:59:16 main:574] : INFO : Epoch 1583 | loss: 0.0310931 | val_loss: 0.0311118 | Time: 5324.69 ms [2022-04-10 11:59:22 main:574] : INFO : Epoch 1584 | loss: 0.0310893 | val_loss: 0.0311128 | Time: 5331.93 ms [2022-04-10 11:59:27 main:574] : INFO : Epoch 1585 | loss: 0.0310854 | val_loss: 0.0311072 | Time: 5330.74 ms [2022-04-10 11:59:32 main:574] : INFO : Epoch 1586 | loss: 0.0310896 | val_loss: 0.0311193 | Time: 5325.79 ms [2022-04-10 11:59:38 main:574] : INFO : Epoch 1587 | loss: 0.0310863 | val_loss: 0.0311107 | Time: 5332.21 ms [2022-04-10 11:59:43 main:574] : INFO : Epoch 1588 | loss: 0.0310798 | val_loss: 0.0311078 | Time: 5336.16 ms [2022-04-10 11:59:48 main:574] : INFO : Epoch 1589 | loss: 0.0310757 | val_loss: 0.0311028 | Time: 5332.68 ms [2022-04-10 11:59:54 main:574] : INFO : Epoch 1590 | loss: 0.0310781 | val_loss: 0.031107 | Time: 5320.41 ms [2022-04-10 11:59:59 main:574] : INFO : Epoch 1591 | loss: 0.0310777 | val_loss: 0.0310979 | Time: 5329.22 ms [2022-04-10 12:00:04 main:574] : INFO : Epoch 1592 | loss: 0.0310701 | val_loss: 0.0310948 | Time: 5328.51 ms [2022-04-10 12:00:10 main:574] : INFO : Epoch 1593 | loss: 0.0310715 | val_loss: 0.0310957 | Time: 5332.7 ms [2022-04-10 12:00:15 main:574] : INFO : Epoch 1594 | loss: 0.0310734 | val_loss: 0.0310927 | Time: 5333.82 ms [2022-04-10 12:00:20 main:574] : INFO : Epoch 1595 | loss: 0.0310719 | val_loss: 0.0310889 | Time: 5339.48 ms [2022-04-10 12:00:26 main:574] : INFO : Epoch 1596 | loss: 0.0310707 | val_loss: 0.0310903 | Time: 5339.32 ms [2022-04-10 12:00:31 main:574] : INFO : Epoch 1597 | loss: 0.031068 | val_loss: 0.0310937 | Time: 5330.88 ms [2022-04-10 12:00:36 main:574] : INFO : Epoch 1598 | loss: 0.0310671 | val_loss: 0.0310957 | Time: 5325.22 ms [2022-04-10 12:00:42 main:574] : INFO : Epoch 1599 | loss: 0.0310698 | val_loss: 0.0310954 | Time: 5332.33 ms [2022-04-10 12:00:47 main:574] : INFO : Epoch 1600 | loss: 0.0310678 | val_loss: 0.0310882 | Time: 5332.49 ms [2022-04-10 12:00:52 main:574] : INFO : Epoch 1601 | loss: 0.0310669 | val_loss: 0.0310903 | Time: 5327.54 ms [2022-04-10 12:00:58 main:574] : INFO : Epoch 1602 | loss: 0.0310736 | val_loss: 0.0310934 | Time: 5335.85 ms [2022-04-10 12:01:03 main:574] : INFO : Epoch 1603 | loss: 0.03107 | val_loss: 0.0310948 | Time: 5332.6 ms [2022-04-10 12:01:08 main:574] : INFO : Epoch 1604 | loss: 0.0310697 | val_loss: 0.0310902 | Time: 5336.33 ms [2022-04-10 12:01:14 main:574] : INFO : Epoch 1605 | loss: 0.0310704 | val_loss: 0.0310924 | Time: 5321 ms [2022-04-10 12:01:19 main:574] : INFO : Epoch 1606 | loss: 0.0310676 | val_loss: 0.0310934 | Time: 5324.36 ms [2022-04-10 12:01:24 main:574] : INFO : Epoch 1607 | loss: 0.0310653 | val_loss: 0.0310911 | Time: 5373.75 ms [2022-04-10 12:01:30 main:574] : INFO : Epoch 1608 | loss: 0.0310679 | val_loss: 0.0311058 | Time: 5384.35 ms [2022-04-10 12:01:36 main:574] : INFO : Epoch 1609 | loss: 0.0310789 | val_loss: 0.0310986 | Time: 5627.12 ms [2022-04-10 12:01:51 main:574] : INFO : Epoch 1610 | loss: 0.0310713 | val_loss: 0.0310925 | Time: 15382.8 ms [2022-04-10 12:01:56 main:574] : INFO : Epoch 1611 | loss: 0.0310921 | val_loss: 0.031112 | Time: 5300.7 ms [2022-04-10 12:02:02 main:574] : INFO : Epoch 1612 | loss: 0.0310959 | val_loss: 0.0311089 | Time: 5307.98 ms [2022-04-10 12:02:07 main:574] : INFO : Epoch 1613 | loss: 0.0310895 | val_loss: 0.0311062 | Time: 5349.82 ms [2022-04-10 12:02:12 main:574] : INFO : Epoch 1614 | loss: 0.0310873 | val_loss: 0.0311056 | Time: 5309.99 ms [2022-04-10 12:02:18 main:574] : INFO : Epoch 1615 | loss: 0.0310817 | val_loss: 0.0311071 | Time: 5317.23 ms [2022-04-10 12:02:23 main:574] : INFO : Epoch 1616 | loss: 0.0310801 | val_loss: 0.0311037 | Time: 5312.88 ms [2022-04-10 12:02:28 main:574] : INFO : Epoch 1617 | loss: 0.031088 | val_loss: 0.0311133 | Time: 5315.44 ms [2022-04-10 12:02:34 main:574] : INFO : Epoch 1618 | loss: 0.0310902 | val_loss: 0.0311096 | Time: 5319.94 ms [2022-04-10 12:02:39 main:574] : INFO : Epoch 1619 | loss: 0.0310837 | val_loss: 0.0311052 | Time: 5321.02 ms [2022-04-10 12:02:44 main:574] : INFO : Epoch 1620 | loss: 0.0310795 | val_loss: 0.0310999 | Time: 5317.95 ms [2022-04-10 12:02:49 main:574] : INFO : Epoch 1621 | loss: 0.0310779 | val_loss: 0.0311012 | Time: 5312.83 ms [2022-04-10 12:02:55 main:574] : INFO : Epoch 1622 | loss: 0.0310786 | val_loss: 0.0311012 | Time: 5284.96 ms [2022-04-10 12:03:00 main:574] : INFO : Epoch 1623 | loss: 0.0310742 | val_loss: 0.0310992 | Time: 5285.32 ms [2022-04-10 12:03:05 main:574] : INFO : Epoch 1624 | loss: 0.0310722 | val_loss: 0.0310961 | Time: 5290.75 ms [2022-04-10 12:03:11 main:574] : INFO : Epoch 1625 | loss: 0.0310694 | val_loss: 0.031098 | Time: 5285.53 ms [2022-04-10 12:03:16 main:574] : INFO : Epoch 1626 | loss: 0.0310703 | val_loss: 0.0310984 | Time: 5316.69 ms [2022-04-10 12:03:21 main:574] : INFO : Epoch 1627 | loss: 0.0310738 | val_loss: 0.0310961 | Time: 5314 ms [2022-04-10 12:03:27 main:574] : INFO : Epoch 1628 | loss: 0.0310672 | val_loss: 0.0310976 | Time: 5321.35 ms [2022-04-10 12:03:32 main:574] : INFO : Epoch 1629 | loss: 0.0310649 | val_loss: 0.0310903 | Time: 5318.71 ms [2022-04-10 12:03:37 main:574] : INFO : Epoch 1630 | loss: 0.0310679 | val_loss: 0.031099 | Time: 5323.55 ms [2022-04-10 12:03:43 main:574] : INFO : Epoch 1631 | loss: 0.0310729 | val_loss: 0.0310861 | Time: 5326.7 ms [2022-04-10 12:03:48 main:574] : INFO : Epoch 1632 | loss: 0.031068 | val_loss: 0.0310967 | Time: 5322.32 ms [2022-04-10 12:03:53 main:574] : INFO : Epoch 1633 | loss: 0.0310657 | val_loss: 0.0310893 | Time: 5311.99 ms [2022-04-10 12:03:59 main:574] : INFO : Epoch 1634 | loss: 0.0310628 | val_loss: 0.031084 | Time: 5322.14 ms [2022-04-10 12:04:04 main:574] : INFO : Epoch 1635 | loss: 0.0310703 | val_loss: 0.0310915 | Time: 5313.1 ms [2022-04-10 12:04:09 main:574] : INFO : Epoch 1636 | loss: 0.0310758 | val_loss: 0.0310903 | Time: 5318.85 ms [2022-04-10 12:04:15 main:574] : INFO : Epoch 1637 | loss: 0.0310765 | val_loss: 0.0310861 | Time: 5324.61 ms [2022-04-10 12:04:20 main:574] : INFO : Epoch 1638 | loss: 0.0310694 | val_loss: 0.0310825 | Time: 5311.26 ms [2022-04-10 12:04:25 main:574] : INFO : Epoch 1639 | loss: 0.0310644 | val_loss: 0.0310848 | Time: 5315.38 ms [2022-04-10 12:04:31 main:574] : INFO : Epoch 1640 | loss: 0.0310604 | val_loss: 0.0310842 | Time: 5315.52 ms [2022-04-10 12:04:36 main:574] : INFO : Epoch 1641 | loss: 0.0310624 | val_loss: 0.0310941 | Time: 5317.8 ms [2022-04-10 12:04:41 main:574] : INFO : Epoch 1642 | loss: 0.0310604 | val_loss: 0.0310887 | Time: 5309.77 ms [2022-04-10 12:04:46 main:574] : INFO : Epoch 1643 | loss: 0.0310613 | val_loss: 0.0310871 | Time: 5322.7 ms [2022-04-10 12:04:52 main:574] : INFO : Epoch 1644 | loss: 0.0310571 | val_loss: 0.0310899 | Time: 5323.66 ms [2022-04-10 12:04:57 main:574] : INFO : Epoch 1645 | loss: 0.0310554 | val_loss: 0.0310846 | Time: 5322.92 ms [2022-04-10 12:05:02 main:574] : INFO : Epoch 1646 | loss: 0.0310559 | val_loss: 0.0310839 | Time: 5321.72 ms [2022-04-10 12:05:08 main:574] : INFO : Epoch 1647 | loss: 0.0310524 | val_loss: 0.0310811 | Time: 5321.22 ms [2022-04-10 12:05:13 main:574] : INFO : Epoch 1648 | loss: 0.0310569 | val_loss: 0.0310883 | Time: 5314.75 ms [2022-04-10 12:05:18 main:574] : INFO : Epoch 1649 | loss: 0.0310698 | val_loss: 0.0310835 | Time: 5319.25 ms [2022-04-10 12:05:24 main:574] : INFO : Epoch 1650 | loss: 0.0310712 | val_loss: 0.0310938 | Time: 5317.09 ms [2022-04-10 12:05:29 main:574] : INFO : Epoch 1651 | loss: 0.0310852 | val_loss: 0.0311029 | Time: 5327.9 ms [2022-04-10 12:05:34 main:574] : INFO : Epoch 1652 | loss: 0.0310864 | val_loss: 0.0310945 | Time: 5320.96 ms [2022-04-10 12:05:40 main:574] : INFO : Epoch 1653 | loss: 0.0310762 | val_loss: 0.0310876 | Time: 5321.42 ms [2022-04-10 12:05:45 main:574] : INFO : Epoch 1654 | loss: 0.0310737 | val_loss: 0.0310877 | Time: 5319.56 ms [2022-04-10 12:05:50 main:574] : INFO : Epoch 1655 | loss: 0.0310708 | val_loss: 0.031086 | Time: 5323.59 ms [2022-04-10 12:05:56 main:574] : INFO : Epoch 1656 | loss: 0.0310683 | val_loss: 0.0310876 | Time: 5312.23 ms [2022-04-10 12:06:01 main:574] : INFO : Epoch 1657 | loss: 0.0310709 | val_loss: 0.0310876 | Time: 5312.57 ms [2022-04-10 12:06:06 main:574] : INFO : Epoch 1658 | loss: 0.0310668 | val_loss: 0.0310831 | Time: 5310.5 ms [2022-04-10 12:06:12 main:574] : INFO : Epoch 1659 | loss: 0.0310666 | val_loss: 0.0310796 | Time: 5323 ms [2022-04-10 12:06:17 main:574] : INFO : Epoch 1660 | loss: 0.0310654 | val_loss: 0.0310734 | Time: 5324.18 ms [2022-04-10 12:06:22 main:574] : INFO : Epoch 1661 | loss: 0.0310599 | val_loss: 0.0310789 | Time: 5313.06 ms [2022-04-10 12:06:28 main:574] : INFO : Epoch 1662 | loss: 0.0310588 | val_loss: 0.0310823 | Time: 5319.55 ms [2022-04-10 12:06:33 main:574] : INFO : Epoch 1663 | loss: 0.031057 | val_loss: 0.0310804 | Time: 5318.02 ms [2022-04-10 12:06:38 main:574] : INFO : Epoch 1664 | loss: 0.0310536 | val_loss: 0.0310794 | Time: 5314.89 ms [2022-04-10 12:06:44 main:574] : INFO : Epoch 1665 | loss: 0.0310531 | val_loss: 0.0310763 | Time: 5319.44 ms [2022-04-10 12:06:49 main:574] : INFO : Epoch 1666 | loss: 0.0310513 | val_loss: 0.0310751 | Time: 5323.44 ms [2022-04-10 12:06:54 main:574] : INFO : Epoch 1667 | loss: 0.0310537 | val_loss: 0.0310788 | Time: 5317.58 ms [2022-04-10 12:07:00 main:574] : INFO : Epoch 1668 | loss: 0.0310561 | val_loss: 0.03108 | Time: 5410.45 ms [2022-04-10 12:07:05 main:574] : INFO : Epoch 1669 | loss: 0.0310587 | val_loss: 0.0310737 | Time: 5321.97 ms [2022-04-10 12:07:10 main:574] : INFO : Epoch 1670 | loss: 0.0310569 | val_loss: 0.031077 | Time: 5316.8 ms [2022-04-10 12:07:16 main:574] : INFO : Epoch 1671 | loss: 0.0310588 | val_loss: 0.0310836 | Time: 5316.45 ms [2022-04-10 12:07:21 main:574] : INFO : Epoch 1672 | loss: 0.0310617 | val_loss: 0.0310833 | Time: 5318.81 ms [2022-04-10 12:07:26 main:574] : INFO : Epoch 1673 | loss: 0.0310577 | val_loss: 0.0310786 | Time: 5319.52 ms [2022-04-10 12:07:32 main:574] : INFO : Epoch 1674 | loss: 0.0310561 | val_loss: 0.0310757 | Time: 5325.83 ms [2022-04-10 12:07:37 main:574] : INFO : Epoch 1675 | loss: 0.0310559 | val_loss: 0.0310812 | Time: 5296.27 ms [2022-04-10 12:07:42 main:574] : INFO : Epoch 1676 | loss: 0.0310627 | val_loss: 0.0310836 | Time: 5328 ms [2022-04-10 12:07:48 main:574] : INFO : Epoch 1677 | loss: 0.0310586 | val_loss: 0.0310835 | Time: 5317.31 ms [2022-04-10 12:07:53 main:574] : INFO : Epoch 1678 | loss: 0.0310568 | val_loss: 0.0310848 | Time: 5315.16 ms [2022-04-10 12:07:58 main:574] : INFO : Epoch 1679 | loss: 0.0310547 | val_loss: 0.0310823 | Time: 5316.85 ms [2022-04-10 12:08:04 main:574] : INFO : Epoch 1680 | loss: 0.0310525 | val_loss: 0.0310836 | Time: 5316.83 ms [2022-04-10 12:08:09 main:574] : INFO : Epoch 1681 | loss: 0.0310606 | val_loss: 0.0310855 | Time: 5327.95 ms [2022-04-10 12:08:14 main:574] : INFO : Epoch 1682 | loss: 0.0310689 | val_loss: 0.0310779 | Time: 5317.09 ms [2022-04-10 12:08:20 main:574] : INFO : Epoch 1683 | loss: 0.0310677 | val_loss: 0.0310816 | Time: 5324.93 ms [2022-04-10 12:08:25 main:574] : INFO : Epoch 1684 | loss: 0.0310669 | val_loss: 0.0310807 | Time: 5319.33 ms [2022-04-10 12:08:30 main:574] : INFO : Epoch 1685 | loss: 0.0310667 | val_loss: 0.03108 | Time: 5324.01 ms [2022-04-10 12:08:36 main:574] : INFO : Epoch 1686 | loss: 0.0310641 | val_loss: 0.0310853 | Time: 5324.72 ms [2022-04-10 12:08:41 main:574] : INFO : Epoch 1687 | loss: 0.031063 | val_loss: 0.03108 | Time: 5322.35 ms [2022-04-10 12:08:46 main:574] : INFO : Epoch 1688 | loss: 0.0310615 | val_loss: 0.0310762 | Time: 5320.15 ms [2022-04-10 12:08:52 main:574] : INFO : Epoch 1689 | loss: 0.0310635 | val_loss: 0.0310829 | Time: 5316.17 ms [2022-04-10 12:08:57 main:574] : INFO : Epoch 1690 | loss: 0.031068 | val_loss: 0.0310805 | Time: 5316.56 ms [2022-04-10 12:09:02 main:574] : INFO : Epoch 1691 | loss: 0.031065 | val_loss: 0.0310859 | Time: 5318.7 ms [2022-04-10 12:09:07 main:574] : INFO : Epoch 1692 | loss: 0.0310617 | val_loss: 0.0310816 | Time: 5315.67 ms [2022-04-10 12:09:13 main:574] : INFO : Epoch 1693 | loss: 0.0310605 | val_loss: 0.0310807 | Time: 5314.38 ms [2022-04-10 12:09:18 main:574] : INFO : Epoch 1694 | loss: 0.0310611 | val_loss: 0.0310811 | Time: 5325.1 ms [2022-04-10 12:09:23 main:574] : INFO : Epoch 1695 | loss: 0.0310645 | val_loss: 0.0310864 | Time: 5321.41 ms [2022-04-10 12:09:29 main:574] : INFO : Epoch 1696 | loss: 0.0310639 | val_loss: 0.0310846 | Time: 5314.49 ms [2022-04-10 12:09:34 main:574] : INFO : Epoch 1697 | loss: 0.0310623 | val_loss: 0.0310803 | Time: 5300.56 ms [2022-04-10 12:09:39 main:574] : INFO : Epoch 1698 | loss: 0.0310568 | val_loss: 0.0310888 | Time: 5316.58 ms [2022-04-10 12:09:45 main:574] : INFO : Epoch 1699 | loss: 0.0310887 | val_loss: 0.0311007 | Time: 5320.24 ms [2022-04-10 12:09:50 main:574] : INFO : Epoch 1700 | loss: 0.0310894 | val_loss: 0.0310964 | Time: 5318.1 ms [2022-04-10 12:09:55 main:574] : INFO : Epoch 1701 | loss: 0.031079 | val_loss: 0.0310882 | Time: 5321.19 ms [2022-04-10 12:10:01 main:574] : INFO : Epoch 1702 | loss: 0.0310667 | val_loss: 0.0310879 | Time: 5321.35 ms [2022-04-10 12:10:06 main:574] : INFO : Epoch 1703 | loss: 0.0310594 | val_loss: 0.0310863 | Time: 5319.94 ms [2022-04-10 12:10:11 main:574] : INFO : Epoch 1704 | loss: 0.0310649 | val_loss: 0.0310868 | Time: 5321.31 ms [2022-04-10 12:10:17 main:574] : INFO : Epoch 1705 | loss: 0.0310634 | val_loss: 0.0310804 | Time: 5320.51 ms [2022-04-10 12:10:22 main:574] : INFO : Epoch 1706 | loss: 0.0310637 | val_loss: 0.0310807 | Time: 5323.04 ms [2022-04-10 12:10:27 main:574] : INFO : Epoch 1707 | loss: 0.0310676 | val_loss: 0.0310912 | Time: 5320.54 ms [2022-04-10 12:10:33 main:574] : INFO : Epoch 1708 | loss: 0.0310727 | val_loss: 0.0310948 | Time: 5326.05 ms [2022-04-10 12:10:38 main:574] : INFO : Epoch 1709 | loss: 0.0310763 | val_loss: 0.0310799 | Time: 5315.75 ms [2022-04-10 12:10:43 main:574] : INFO : Epoch 1710 | loss: 0.0310671 | val_loss: 0.03108 | Time: 5321.07 ms [2022-04-10 12:10:49 main:574] : INFO : Epoch 1711 | loss: 0.0310623 | val_loss: 0.0310738 | Time: 5319.46 ms [2022-04-10 12:10:54 main:574] : INFO : Epoch 1712 | loss: 0.0310798 | val_loss: 0.0311224 | Time: 5320.26 ms [2022-04-10 12:10:59 main:574] : INFO : Epoch 1713 | loss: 0.031132 | val_loss: 0.031141 | Time: 5319.02 ms [2022-04-10 12:11:05 main:574] : INFO : Epoch 1714 | loss: 0.0311282 | val_loss: 0.0311313 | Time: 5312.49 ms [2022-04-10 12:11:10 main:574] : INFO : Epoch 1715 | loss: 0.0311164 | val_loss: 0.0311172 | Time: 5324.04 ms [2022-04-10 12:11:15 main:574] : INFO : Epoch 1716 | loss: 0.0311062 | val_loss: 0.0311156 | Time: 5350.45 ms [2022-04-10 12:11:21 main:574] : INFO : Epoch 1717 | loss: 0.0311001 | val_loss: 0.0311133 | Time: 5317.55 ms [2022-04-10 12:11:26 main:574] : INFO : Epoch 1718 | loss: 0.0310953 | val_loss: 0.0311162 | Time: 5315.46 ms [2022-04-10 12:11:31 main:574] : INFO : Epoch 1719 | loss: 0.0310914 | val_loss: 0.0311116 | Time: 5319.57 ms [2022-04-10 12:11:37 main:574] : INFO : Epoch 1720 | loss: 0.0310996 | val_loss: 0.031119 | Time: 5310.95 ms [2022-04-10 12:11:42 main:574] : INFO : Epoch 1721 | loss: 0.0310975 | val_loss: 0.0311148 | Time: 5317.42 ms [2022-04-10 12:11:47 main:574] : INFO : Epoch 1722 | loss: 0.0310934 | val_loss: 0.0311059 | Time: 5330.27 ms [2022-04-10 12:11:53 main:574] : INFO : Epoch 1723 | loss: 0.0310867 | val_loss: 0.031092 | Time: 5318.75 ms [2022-04-10 12:11:58 main:574] : INFO : Epoch 1724 | loss: 0.0310802 | val_loss: 0.0310863 | Time: 5317.4 ms [2022-04-10 12:12:03 main:574] : INFO : Epoch 1725 | loss: 0.0310773 | val_loss: 0.031086 | Time: 5317 ms [2022-04-10 12:12:08 main:574] : INFO : Epoch 1726 | loss: 0.0310737 | val_loss: 0.0310807 | Time: 5327.53 ms [2022-04-10 12:12:14 main:574] : INFO : Epoch 1727 | loss: 0.0310708 | val_loss: 0.031081 | Time: 5330.5 ms [2022-04-10 12:12:19 main:574] : INFO : Epoch 1728 | loss: 0.0310695 | val_loss: 0.0310832 | Time: 5329.65 ms [2022-04-10 12:12:24 main:574] : INFO : Epoch 1729 | loss: 0.0310689 | val_loss: 0.0310818 | Time: 5320.95 ms [2022-04-10 12:12:30 main:574] : INFO : Epoch 1730 | loss: 0.0310704 | val_loss: 0.0310769 | Time: 5316.12 ms [2022-04-10 12:12:35 main:574] : INFO : Epoch 1731 | loss: 0.0310688 | val_loss: 0.0310799 | Time: 5319.14 ms [2022-04-10 12:12:40 main:574] : INFO : Epoch 1732 | loss: 0.0310672 | val_loss: 0.0310801 | Time: 5331.43 ms [2022-04-10 12:12:46 main:574] : INFO : Epoch 1733 | loss: 0.0310734 | val_loss: 0.0310923 | Time: 5317.61 ms [2022-04-10 12:12:51 main:574] : INFO : Epoch 1734 | loss: 0.0310763 | val_loss: 0.0310901 | Time: 5324.91 ms [2022-04-10 12:12:56 main:574] : INFO : Epoch 1735 | loss: 0.0310742 | val_loss: 0.031087 | Time: 5323.17 ms [2022-04-10 12:13:02 main:574] : INFO : Epoch 1736 | loss: 0.0310716 | val_loss: 0.0310891 | Time: 5316.37 ms [2022-04-10 12:13:07 main:574] : INFO : Epoch 1737 | loss: 0.0310696 | val_loss: 0.031096 | Time: 5319.9 ms [2022-04-10 12:13:12 main:574] : INFO : Epoch 1738 | loss: 0.0310686 | val_loss: 0.0310943 | Time: 5321.63 ms [2022-04-10 12:13:18 main:574] : INFO : Epoch 1739 | loss: 0.0310778 | val_loss: 0.0311044 | Time: 5318.81 ms [2022-04-10 12:13:23 main:574] : INFO : Epoch 1740 | loss: 0.0310784 | val_loss: 0.0310943 | Time: 5337.59 ms [2022-04-10 12:13:28 main:574] : INFO : Epoch 1741 | loss: 0.0310739 | val_loss: 0.03109 | Time: 5316.35 ms [2022-04-10 12:13:34 main:574] : INFO : Epoch 1742 | loss: 0.0310785 | val_loss: 0.0311065 | Time: 5315.03 ms [2022-04-10 12:13:39 main:574] : INFO : Epoch 1743 | loss: 0.031091 | val_loss: 0.0311065 | Time: 5325.17 ms [2022-04-10 12:13:44 main:574] : INFO : Epoch 1744 | loss: 0.0310799 | val_loss: 0.0310918 | Time: 5318.48 ms [2022-04-10 12:13:50 main:574] : INFO : Epoch 1745 | loss: 0.0310712 | val_loss: 0.0310908 | Time: 5319.72 ms [2022-04-10 12:13:55 main:574] : INFO : Epoch 1746 | loss: 0.0310722 | val_loss: 0.0310907 | Time: 5315.06 ms [2022-04-10 12:14:00 main:574] : INFO : Epoch 1747 | loss: 0.0310746 | val_loss: 0.0310898 | Time: 5315.14 ms [2022-04-10 12:14:06 main:574] : INFO : Epoch 1748 | loss: 0.0310723 | val_loss: 0.0310907 | Time: 5316.12 ms [2022-04-10 12:14:11 main:574] : INFO : Epoch 1749 | loss: 0.0310743 | val_loss: 0.0310868 | Time: 5319.91 ms [2022-04-10 12:14:16 main:574] : INFO : Epoch 1750 | loss: 0.0310727 | val_loss: 0.0310837 | Time: 5322.98 ms [2022-04-10 12:14:22 main:574] : INFO : Epoch 1751 | loss: 0.0310682 | val_loss: 0.0310887 | Time: 5321.1 ms [2022-04-10 12:14:27 main:574] : INFO : Epoch 1752 | loss: 0.0310682 | val_loss: 0.0310944 | Time: 5325.06 ms [2022-04-10 12:14:32 main:574] : INFO : Epoch 1753 | loss: 0.0310676 | val_loss: 0.0310852 | Time: 5317.28 ms [2022-04-10 12:14:38 main:574] : INFO : Epoch 1754 | loss: 0.0310624 | val_loss: 0.0310815 | Time: 5317.83 ms [2022-04-10 12:14:43 main:574] : INFO : Epoch 1755 | loss: 0.0310597 | val_loss: 0.0310798 | Time: 5320 ms [2022-04-10 12:14:48 main:574] : INFO : Epoch 1756 | loss: 0.031058 | val_loss: 0.0310792 | Time: 5317.9 ms [2022-04-10 12:14:54 main:574] : INFO : Epoch 1757 | loss: 0.0310609 | val_loss: 0.031078 | Time: 5330.41 ms [2022-04-10 12:14:59 main:574] : INFO : Epoch 1758 | loss: 0.0310621 | val_loss: 0.0310817 | Time: 5328.28 ms [2022-04-10 12:15:04 main:574] : INFO : Epoch 1759 | loss: 0.0310608 | val_loss: 0.0310825 | Time: 5319.66 ms [2022-04-10 12:15:10 main:574] : INFO : Epoch 1760 | loss: 0.0310626 | val_loss: 0.0310766 | Time: 5325.73 ms [2022-04-10 12:15:15 main:574] : INFO : Epoch 1761 | loss: 0.0310585 | val_loss: 0.0310828 | Time: 5318.69 ms [2022-04-10 12:15:20 main:574] : INFO : Epoch 1762 | loss: 0.0310569 | val_loss: 0.03108 | Time: 5319.83 ms [2022-04-10 12:15:26 main:574] : INFO : Epoch 1763 | loss: 0.0310575 | val_loss: 0.031076 | Time: 5322.64 ms [2022-04-10 12:15:31 main:574] : INFO : Epoch 1764 | loss: 0.0310521 | val_loss: 0.0310738 | Time: 5320.94 ms [2022-04-10 12:15:36 main:574] : INFO : Epoch 1765 | loss: 0.0310488 | val_loss: 0.0310735 | Time: 5320.36 ms [2022-04-10 12:15:42 main:574] : INFO : Epoch 1766 | loss: 0.0310506 | val_loss: 0.0310778 | Time: 5312.46 ms [2022-04-10 12:15:47 main:574] : INFO : Epoch 1767 | loss: 0.0310507 | val_loss: 0.0310784 | Time: 5324.95 ms [2022-04-10 12:15:52 main:574] : INFO : Epoch 1768 | loss: 0.0310491 | val_loss: 0.0310806 | Time: 5313.45 ms [2022-04-10 12:15:58 main:574] : INFO : Epoch 1769 | loss: 0.0310508 | val_loss: 0.0310894 | Time: 5321.6 ms [2022-04-10 12:16:03 main:574] : INFO : Epoch 1770 | loss: 0.0310491 | val_loss: 0.0310849 | Time: 5315.12 ms [2022-04-10 12:16:08 main:574] : INFO : Epoch 1771 | loss: 0.0310485 | val_loss: 0.0310803 | Time: 5309.11 ms [2022-04-10 12:16:13 main:574] : INFO : Epoch 1772 | loss: 0.0310449 | val_loss: 0.031077 | Time: 5337.31 ms [2022-04-10 12:16:19 main:574] : INFO : Epoch 1773 | loss: 0.0310472 | val_loss: 0.0310755 | Time: 5317.66 ms [2022-04-10 12:16:24 main:574] : INFO : Epoch 1774 | loss: 0.0310577 | val_loss: 0.0311032 | Time: 5322.11 ms [2022-04-10 12:16:29 main:574] : INFO : Epoch 1775 | loss: 0.0310908 | val_loss: 0.0311244 | Time: 5313.47 ms [2022-04-10 12:16:35 main:574] : INFO : Epoch 1776 | loss: 0.0310952 | val_loss: 0.0311171 | Time: 5313.21 ms [2022-04-10 12:16:40 main:574] : INFO : Epoch 1777 | loss: 0.0310862 | val_loss: 0.0311104 | Time: 5316.81 ms [2022-04-10 12:16:45 main:574] : INFO : Epoch 1778 | loss: 0.0310801 | val_loss: 0.0311051 | Time: 5316.13 ms [2022-04-10 12:16:51 main:574] : INFO : Epoch 1779 | loss: 0.0310752 | val_loss: 0.0310984 | Time: 5320.39 ms [2022-04-10 12:16:56 main:574] : INFO : Epoch 1780 | loss: 0.031073 | val_loss: 0.0310949 | Time: 5322.84 ms [2022-04-10 12:17:01 main:574] : INFO : Epoch 1781 | loss: 0.031071 | val_loss: 0.0310951 | Time: 5320.26 ms [2022-04-10 12:17:07 main:574] : INFO : Epoch 1782 | loss: 0.0310689 | val_loss: 0.0310931 | Time: 5317.11 ms [2022-04-10 12:17:12 main:574] : INFO : Epoch 1783 | loss: 0.0310736 | val_loss: 0.0311064 | Time: 5317.59 ms [2022-04-10 12:17:17 main:574] : INFO : Epoch 1784 | loss: 0.0310983 | val_loss: 0.0311053 | Time: 5332.31 ms [2022-04-10 12:17:23 main:574] : INFO : Epoch 1785 | loss: 0.031092 | val_loss: 0.0311003 | Time: 5337.89 ms [2022-04-10 12:17:28 main:574] : INFO : Epoch 1786 | loss: 0.0310845 | val_loss: 0.0311034 | Time: 5323.54 ms [2022-04-10 12:17:33 main:574] : INFO : Epoch 1787 | loss: 0.0310873 | val_loss: 0.0311068 | Time: 5317.98 ms [2022-04-10 12:17:39 main:574] : INFO : Epoch 1788 | loss: 0.0310867 | val_loss: 0.0311069 | Time: 5320.81 ms [2022-04-10 12:17:44 main:574] : INFO : Epoch 1789 | loss: 0.0310812 | val_loss: 0.0310998 | Time: 5317.21 ms [2022-04-10 12:17:49 main:574] : INFO : Epoch 1790 | loss: 0.031078 | val_loss: 0.0311032 | Time: 5317.61 ms [2022-04-10 12:17:55 main:574] : INFO : Epoch 1791 | loss: 0.0310749 | val_loss: 0.0310987 | Time: 5318.14 ms [2022-04-10 12:18:00 main:574] : INFO : Epoch 1792 | loss: 0.0310714 | val_loss: 0.0310979 | Time: 5331.7 ms [2022-04-10 12:18:05 main:574] : INFO : Epoch 1793 | loss: 0.0310686 | val_loss: 0.0310986 | Time: 5321.94 ms [2022-04-10 12:18:11 main:574] : INFO : Epoch 1794 | loss: 0.0310647 | val_loss: 0.0310936 | Time: 5322.32 ms [2022-04-10 12:18:16 main:574] : INFO : Epoch 1795 | loss: 0.0310632 | val_loss: 0.0310918 | Time: 5319.31 ms [2022-04-10 12:18:21 main:574] : INFO : Epoch 1796 | loss: 0.0310616 | val_loss: 0.0310963 | Time: 5317.39 ms [2022-04-10 12:18:27 main:574] : INFO : Epoch 1797 | loss: 0.0310695 | val_loss: 0.0310917 | Time: 5316.26 ms [2022-04-10 12:18:32 main:574] : INFO : Epoch 1798 | loss: 0.0310665 | val_loss: 0.0310888 | Time: 5323.01 ms [2022-04-10 12:18:37 main:574] : INFO : Epoch 1799 | loss: 0.0310648 | val_loss: 0.031087 | Time: 5325 ms [2022-04-10 12:18:43 main:574] : INFO : Epoch 1800 | loss: 0.0310612 | val_loss: 0.0310856 | Time: 5317.98 ms [2022-04-10 12:18:48 main:574] : INFO : Epoch 1801 | loss: 0.0310638 | val_loss: 0.0310892 | Time: 5324.81 ms [2022-04-10 12:18:53 main:574] : INFO : Epoch 1802 | loss: 0.0310632 | val_loss: 0.0311053 | Time: 5322.21 ms [2022-04-10 12:18:59 main:574] : INFO : Epoch 1803 | loss: 0.0310814 | val_loss: 0.0314772 | Time: 5313.57 ms [2022-04-10 12:19:04 main:574] : INFO : Epoch 1804 | loss: 0.0315589 | val_loss: 0.0316349 | Time: 5318.13 ms [2022-04-10 12:19:09 main:574] : INFO : Epoch 1805 | loss: 0.0330837 | val_loss: 0.0317608 | Time: 5318.77 ms [2022-04-10 12:19:15 main:574] : INFO : Epoch 1806 | loss: 0.0318885 | val_loss: 0.0316715 | Time: 5321.92 ms [2022-04-10 12:19:20 main:574] : INFO : Epoch 1807 | loss: 0.0312427 | val_loss: 0.03115 | Time: 5319.03 ms [2022-04-10 12:19:25 main:574] : INFO : Epoch 1808 | loss: 0.0311257 | val_loss: 0.0311257 | Time: 5318.64 ms [2022-04-10 12:19:30 main:574] : INFO : Epoch 1809 | loss: 0.0311018 | val_loss: 0.0311076 | Time: 5322.08 ms [2022-04-10 12:19:36 main:574] : INFO : Epoch 1810 | loss: 0.0310954 | val_loss: 0.0311079 | Time: 5319.5 ms [2022-04-10 12:19:41 main:574] : INFO : Epoch 1811 | loss: 0.0310921 | val_loss: 0.031103 | Time: 5318.13 ms [2022-04-10 12:19:46 main:574] : INFO : Epoch 1812 | loss: 0.0310742 | val_loss: 0.0310896 | Time: 5321.31 ms [2022-04-10 12:19:52 main:574] : INFO : Epoch 1813 | loss: 0.0310659 | val_loss: 0.0310904 | Time: 5320.55 ms [2022-04-10 12:19:57 main:574] : INFO : Epoch 1814 | loss: 0.0310665 | val_loss: 0.0310882 | Time: 5317.73 ms [2022-04-10 12:20:02 main:574] : INFO : Epoch 1815 | loss: 0.0310644 | val_loss: 0.0310837 | Time: 5316.44 ms [2022-04-10 12:20:08 main:574] : INFO : Epoch 1816 | loss: 0.0310604 | val_loss: 0.0310796 | Time: 5319.06 ms [2022-04-10 12:20:13 main:574] : INFO : Epoch 1817 | loss: 0.0310671 | val_loss: 0.0310826 | Time: 5318.78 ms [2022-04-10 12:20:18 main:574] : INFO : Epoch 1818 | loss: 0.0310757 | val_loss: 0.0310906 | Time: 5320.71 ms [2022-04-10 12:20:24 main:574] : INFO : Epoch 1819 | loss: 0.0310736 | val_loss: 0.0310838 | Time: 5319.38 ms [2022-04-10 12:20:29 main:574] : INFO : Epoch 1820 | loss: 0.0310672 | val_loss: 0.0310808 | Time: 5322.75 ms [2022-04-10 12:20:34 main:574] : INFO : Epoch 1821 | loss: 0.0310654 | val_loss: 0.031083 | Time: 5317.91 ms [2022-04-10 12:20:40 main:574] : INFO : Epoch 1822 | loss: 0.0310621 | val_loss: 0.0310964 | Time: 5323.44 ms [2022-04-10 12:20:45 main:574] : INFO : Epoch 1823 | loss: 0.0310619 | val_loss: 0.0310845 | Time: 5323.91 ms [2022-04-10 12:20:50 main:574] : INFO : Epoch 1824 | loss: 0.0310613 | val_loss: 0.0310914 | Time: 5314.55 ms [2022-04-10 12:20:56 main:574] : INFO : Epoch 1825 | loss: 0.0310691 | val_loss: 0.0310907 | Time: 5319.39 ms [2022-04-10 12:21:01 main:574] : INFO : Epoch 1826 | loss: 0.0310693 | val_loss: 0.0310856 | Time: 5323.43 ms [2022-04-10 12:21:06 main:574] : INFO : Epoch 1827 | loss: 0.0310672 | val_loss: 0.0310759 | Time: 5321.97 ms [2022-04-10 12:21:12 main:574] : INFO : Epoch 1828 | loss: 0.0310583 | val_loss: 0.0310749 | Time: 5318.22 ms [2022-04-10 12:21:17 main:574] : INFO : Epoch 1829 | loss: 0.0310537 | val_loss: 0.0310784 | Time: 5319.86 ms [2022-04-10 12:21:22 main:574] : INFO : Epoch 1830 | loss: 0.0310511 | val_loss: 0.0310754 | Time: 5317.06 ms [2022-04-10 12:21:28 main:574] : INFO : Epoch 1831 | loss: 0.0310526 | val_loss: 0.0310766 | Time: 5321.53 ms [2022-04-10 12:21:33 main:574] : INFO : Epoch 1832 | loss: 0.0310535 | val_loss: 0.0310762 | Time: 5322.51 ms [2022-04-10 12:21:38 main:574] : INFO : Epoch 1833 | loss: 0.0310513 | val_loss: 0.0310748 | Time: 5322.12 ms [2022-04-10 12:21:44 main:574] : INFO : Epoch 1834 | loss: 0.0310575 | val_loss: 0.0310904 | Time: 5324.72 ms [2022-04-10 12:21:49 main:574] : INFO : Epoch 1835 | loss: 0.0310642 | val_loss: 0.0311006 | Time: 5325.44 ms [2022-04-10 12:21:54 main:574] : INFO : Epoch 1836 | loss: 0.031066 | val_loss: 0.0310974 | Time: 5325.16 ms [2022-04-10 12:22:00 main:574] : INFO : Epoch 1837 | loss: 0.0310769 | val_loss: 0.0310969 | Time: 5323.98 ms [2022-04-10 12:22:05 main:574] : INFO : Epoch 1838 | loss: 0.0310696 | val_loss: 0.0310929 | Time: 5316.12 ms [2022-04-10 12:22:10 main:574] : INFO : Epoch 1839 | loss: 0.0310773 | val_loss: 0.0310986 | Time: 5323.12 ms [2022-04-10 12:22:16 main:574] : INFO : Epoch 1840 | loss: 0.0310745 | val_loss: 0.0310954 | Time: 5324.08 ms [2022-04-10 12:22:21 main:574] : INFO : Epoch 1841 | loss: 0.0310719 | val_loss: 0.0310925 | Time: 5320.98 ms [2022-04-10 12:22:26 main:574] : INFO : Epoch 1842 | loss: 0.0310702 | val_loss: 0.0310924 | Time: 5318.41 ms [2022-04-10 12:22:32 main:574] : INFO : Epoch 1843 | loss: 0.0310689 | val_loss: 0.0310921 | Time: 5317.62 ms [2022-04-10 12:22:37 main:574] : INFO : Epoch 1844 | loss: 0.0310652 | val_loss: 0.031091 | Time: 5319.14 ms [2022-04-10 12:22:42 main:574] : INFO : Epoch 1845 | loss: 0.0310726 | val_loss: 0.0310991 | Time: 5309.4 ms [2022-04-10 12:22:48 main:574] : INFO : Epoch 1846 | loss: 0.0310697 | val_loss: 0.0310931 | Time: 5320.2 ms [2022-04-10 12:22:53 main:574] : INFO : Epoch 1847 | loss: 0.0310699 | val_loss: 0.0310909 | Time: 5317.81 ms [2022-04-10 12:22:58 main:574] : INFO : Epoch 1848 | loss: 0.0310847 | val_loss: 0.0310916 | Time: 5324.12 ms [2022-04-10 12:23:03 main:574] : INFO : Epoch 1849 | loss: 0.0310748 | val_loss: 0.0310866 | Time: 5310 ms [2022-04-10 12:23:09 main:574] : INFO : Epoch 1850 | loss: 0.0310706 | val_loss: 0.0310842 | Time: 5321.57 ms [2022-04-10 12:23:14 main:574] : INFO : Epoch 1851 | loss: 0.0310711 | val_loss: 0.0310865 | Time: 5320.46 ms [2022-04-10 12:23:19 main:574] : INFO : Epoch 1852 | loss: 0.0310656 | val_loss: 0.0310848 | Time: 5315.99 ms [2022-04-10 12:23:25 main:574] : INFO : Epoch 1853 | loss: 0.0310637 | val_loss: 0.0310879 | Time: 5319.12 ms [2022-04-10 12:23:30 main:574] : INFO : Epoch 1854 | loss: 0.031062 | val_loss: 0.0310862 | Time: 5320.91 ms [2022-04-10 12:23:35 main:574] : INFO : Epoch 1855 | loss: 0.0310569 | val_loss: 0.0310927 | Time: 5320.39 ms [2022-04-10 12:23:41 main:574] : INFO : Epoch 1856 | loss: 0.0310556 | val_loss: 0.0310871 | Time: 5316.15 ms [2022-04-10 12:23:46 main:574] : INFO : Epoch 1857 | loss: 0.0310545 | val_loss: 0.0310874 | Time: 5318.09 ms [2022-04-10 12:23:51 main:574] : INFO : Epoch 1858 | loss: 0.0310523 | val_loss: 0.0310826 | Time: 5321.98 ms [2022-04-10 12:23:57 main:574] : INFO : Epoch 1859 | loss: 0.0310504 | val_loss: 0.0310887 | Time: 5319.24 ms [2022-04-10 12:24:02 main:574] : INFO : Epoch 1860 | loss: 0.0310605 | val_loss: 0.0310901 | Time: 5318.51 ms [2022-04-10 12:24:07 main:574] : INFO : Epoch 1861 | loss: 0.0310673 | val_loss: 0.0310804 | Time: 5317.41 ms [2022-04-10 12:24:13 main:574] : INFO : Epoch 1862 | loss: 0.0310618 | val_loss: 0.0310792 | Time: 5320.18 ms [2022-04-10 12:24:18 main:574] : INFO : Epoch 1863 | loss: 0.0310595 | val_loss: 0.0310809 | Time: 5324.8 ms [2022-04-10 12:24:23 main:574] : INFO : Epoch 1864 | loss: 0.0310617 | val_loss: 0.0310838 | Time: 5322.8 ms [2022-04-10 12:24:29 main:574] : INFO : Epoch 1865 | loss: 0.0310736 | val_loss: 0.0310878 | Time: 5321.98 ms [2022-04-10 12:24:34 main:574] : INFO : Epoch 1866 | loss: 0.0310687 | val_loss: 0.0310869 | Time: 5297.41 ms [2022-04-10 12:24:39 main:574] : INFO : Epoch 1867 | loss: 0.0310599 | val_loss: 0.0310839 | Time: 5325.42 ms [2022-04-10 12:24:45 main:574] : INFO : Epoch 1868 | loss: 0.0310532 | val_loss: 0.031089 | Time: 5320.13 ms [2022-04-10 12:24:50 main:574] : INFO : Epoch 1869 | loss: 0.0310528 | val_loss: 0.0310843 | Time: 5325.88 ms [2022-04-10 12:24:55 main:574] : INFO : Epoch 1870 | loss: 0.0310546 | val_loss: 0.0310854 | Time: 5319.11 ms [2022-04-10 12:25:01 main:574] : INFO : Epoch 1871 | loss: 0.031049 | val_loss: 0.0310881 | Time: 5328.94 ms [2022-04-10 12:25:06 main:574] : INFO : Epoch 1872 | loss: 0.0310481 | val_loss: 0.0310911 | Time: 5317.12 ms [2022-04-10 12:25:11 main:574] : INFO : Epoch 1873 | loss: 0.0310532 | val_loss: 0.0310923 | Time: 5315.6 ms [2022-04-10 12:25:17 main:574] : INFO : Epoch 1874 | loss: 0.0310493 | val_loss: 0.0310893 | Time: 5316.89 ms [2022-04-10 12:25:22 main:574] : INFO : Epoch 1875 | loss: 0.0310573 | val_loss: 0.0310943 | Time: 5324.76 ms [2022-04-10 12:25:27 main:574] : INFO : Epoch 1876 | loss: 0.0310592 | val_loss: 0.0310857 | Time: 5320.28 ms [2022-04-10 12:25:33 main:574] : INFO : Epoch 1877 | loss: 0.0310526 | val_loss: 0.0310835 | Time: 5321.34 ms [2022-04-10 12:25:38 main:574] : INFO : Epoch 1878 | loss: 0.0310497 | val_loss: 0.0310816 | Time: 5317.45 ms [2022-04-10 12:25:43 main:574] : INFO : Epoch 1879 | loss: 0.0310482 | val_loss: 0.0310867 | Time: 5322.36 ms [2022-04-10 12:25:49 main:574] : INFO : Epoch 1880 | loss: 0.0310483 | val_loss: 0.0310834 | Time: 5313.5 ms [2022-04-10 12:25:54 main:574] : INFO : Epoch 1881 | loss: 0.0310476 | val_loss: 0.031086 | Time: 5319.53 ms [2022-04-10 12:25:59 main:574] : INFO : Epoch 1882 | loss: 0.0310457 | val_loss: 0.031092 | Time: 5326.07 ms [2022-04-10 12:26:04 main:574] : INFO : Epoch 1883 | loss: 0.0311064 | val_loss: 0.0311363 | Time: 5323.25 ms [2022-04-10 12:26:10 main:574] : INFO : Epoch 1884 | loss: 0.0311274 | val_loss: 0.0311243 | Time: 5319.36 ms [2022-04-10 12:26:15 main:574] : INFO : Epoch 1885 | loss: 0.0311145 | val_loss: 0.0311184 | Time: 5321.72 ms [2022-04-10 12:26:20 main:574] : INFO : Epoch 1886 | loss: 0.0310986 | val_loss: 0.0311062 | Time: 5319.85 ms [2022-04-10 12:26:26 main:574] : INFO : Epoch 1887 | loss: 0.0310873 | val_loss: 0.0310955 | Time: 5320.25 ms [2022-04-10 12:26:31 main:574] : INFO : Epoch 1888 | loss: 0.03108 | val_loss: 0.0310945 | Time: 5313.13 ms [2022-04-10 12:26:36 main:574] : INFO : Epoch 1889 | loss: 0.0310762 | val_loss: 0.0311036 | Time: 5320.66 ms [2022-04-10 12:26:42 main:574] : INFO : Epoch 1890 | loss: 0.0310805 | val_loss: 0.0310984 | Time: 5317.84 ms [2022-04-10 12:26:47 main:574] : INFO : Epoch 1891 | loss: 0.0310781 | val_loss: 0.0310997 | Time: 5324.4 ms [2022-04-10 12:26:52 main:574] : INFO : Epoch 1892 | loss: 0.031075 | val_loss: 0.0310967 | Time: 5325.18 ms [2022-04-10 12:26:58 main:574] : INFO : Epoch 1893 | loss: 0.03107 | val_loss: 0.0310989 | Time: 5321.16 ms [2022-04-10 12:27:03 main:574] : INFO : Epoch 1894 | loss: 0.0310715 | val_loss: 0.0310968 | Time: 5304.72 ms [2022-04-10 12:27:08 main:574] : INFO : Epoch 1895 | loss: 0.0310676 | val_loss: 0.0310987 | Time: 5316.02 ms [2022-04-10 12:27:14 main:574] : INFO : Epoch 1896 | loss: 0.0310645 | val_loss: 0.0310938 | Time: 5322.61 ms [2022-04-10 12:27:19 main:574] : INFO : Epoch 1897 | loss: 0.0310612 | val_loss: 0.031091 | Time: 5319.94 ms [2022-04-10 12:27:24 main:574] : INFO : Epoch 1898 | loss: 0.0310595 | val_loss: 0.0310888 | Time: 5318.05 ms [2022-04-10 12:27:30 main:574] : INFO : Epoch 1899 | loss: 0.0310588 | val_loss: 0.0310898 | Time: 5319.73 ms [2022-04-10 12:27:35 main:574] : INFO : Epoch 1900 | loss: 0.03106 | val_loss: 0.0310941 | Time: 5315.04 ms [2022-04-10 12:27:40 main:574] : INFO : Epoch 1901 | loss: 0.0310598 | val_loss: 0.0310915 | Time: 5316.28 ms [2022-04-10 12:27:46 main:574] : INFO : Epoch 1902 | loss: 0.0310543 | val_loss: 0.0310943 | Time: 5322.07 ms [2022-04-10 12:27:51 main:574] : INFO : Epoch 1903 | loss: 0.0310522 | val_loss: 0.0310882 | Time: 5319.61 ms [2022-04-10 12:27:56 main:574] : INFO : Epoch 1904 | loss: 0.0310527 | val_loss: 0.0310845 | Time: 5324.32 ms [2022-04-10 12:28:02 main:574] : INFO : Epoch 1905 | loss: 0.031061 | val_loss: 0.0310949 | Time: 5329.15 ms [2022-04-10 12:28:07 main:574] : INFO : Epoch 1906 | loss: 0.0310669 | val_loss: 0.0310948 | Time: 5320.5 ms [2022-04-10 12:28:12 main:574] : INFO : Epoch 1907 | loss: 0.0310682 | val_loss: 0.031091 | Time: 5321.24 ms [2022-04-10 12:28:18 main:574] : INFO : Epoch 1908 | loss: 0.0310601 | val_loss: 0.0310857 | Time: 5317.48 ms [2022-04-10 12:28:23 main:574] : INFO : Epoch 1909 | loss: 0.0310563 | val_loss: 0.0310862 | Time: 5321.34 ms [2022-04-10 12:28:28 main:574] : INFO : Epoch 1910 | loss: 0.0310517 | val_loss: 0.0310846 | Time: 5325.8 ms [2022-04-10 12:28:34 main:574] : INFO : Epoch 1911 | loss: 0.031048 | val_loss: 0.0310883 | Time: 5326.34 ms [2022-04-10 12:28:39 main:574] : INFO : Epoch 1912 | loss: 0.0310472 | val_loss: 0.0310832 | Time: 5325.43 ms [2022-04-10 12:28:44 main:574] : INFO : Epoch 1913 | loss: 0.0310479 | val_loss: 0.03109 | Time: 5318.33 ms [2022-04-10 12:28:50 main:574] : INFO : Epoch 1914 | loss: 0.0310635 | val_loss: 0.0310869 | Time: 5318.08 ms [2022-04-10 12:28:55 main:574] : INFO : Epoch 1915 | loss: 0.0310633 | val_loss: 0.0310825 | Time: 5315.34 ms [2022-04-10 12:29:00 main:574] : INFO : Epoch 1916 | loss: 0.0310618 | val_loss: 0.0310788 | Time: 5317.62 ms [2022-04-10 12:29:06 main:574] : INFO : Epoch 1917 | loss: 0.0310606 | val_loss: 0.0310818 | Time: 5319.8 ms [2022-04-10 12:29:11 main:574] : INFO : Epoch 1918 | loss: 0.0310631 | val_loss: 0.0310785 | Time: 5318.99 ms [2022-04-10 12:29:16 main:574] : INFO : Epoch 1919 | loss: 0.0310648 | val_loss: 0.0310823 | Time: 5321.51 ms [2022-04-10 12:29:21 main:574] : INFO : Epoch 1920 | loss: 0.0310627 | val_loss: 0.031082 | Time: 5320.37 ms [2022-04-10 12:29:27 main:574] : INFO : Epoch 1921 | loss: 0.031063 | val_loss: 0.0310796 | Time: 5321.01 ms [2022-04-10 12:29:32 main:574] : INFO : Epoch 1922 | loss: 0.031062 | val_loss: 0.0310813 | Time: 5317.81 ms [2022-04-10 12:29:37 main:574] : INFO : Epoch 1923 | loss: 0.0310575 | val_loss: 0.0310816 | Time: 5324.09 ms [2022-04-10 12:29:43 main:574] : INFO : Epoch 1924 | loss: 0.0310578 | val_loss: 0.0310751 | Time: 5323.07 ms [2022-04-10 12:29:48 main:574] : INFO : Epoch 1925 | loss: 0.0310517 | val_loss: 0.0310761 | Time: 5322.36 ms [2022-04-10 12:29:53 main:574] : INFO : Epoch 1926 | loss: 0.0310555 | val_loss: 0.0310898 | Time: 5325.49 ms [2022-04-10 12:29:59 main:574] : INFO : Epoch 1927 | loss: 0.0310672 | val_loss: 0.0310917 | Time: 5322.12 ms [2022-04-10 12:30:04 main:574] : INFO : Epoch 1928 | loss: 0.0310616 | val_loss: 0.0310849 | Time: 5321.92 ms [2022-04-10 12:30:09 main:574] : INFO : Epoch 1929 | loss: 0.0310612 | val_loss: 0.0310846 | Time: 5318.5 ms [2022-04-10 12:30:15 main:574] : INFO : Epoch 1930 | loss: 0.0310646 | val_loss: 0.0311048 | Time: 5323.92 ms [2022-04-10 12:30:20 main:574] : INFO : Epoch 1931 | loss: 0.0311069 | val_loss: 0.0311158 | Time: 5318.61 ms [2022-04-10 12:30:25 main:574] : INFO : Epoch 1932 | loss: 0.0311079 | val_loss: 0.0311037 | Time: 5317.82 ms [2022-04-10 12:30:31 main:574] : INFO : Epoch 1933 | loss: 0.0310949 | val_loss: 0.0310939 | Time: 5321.23 ms [2022-04-10 12:30:36 main:574] : INFO : Epoch 1934 | loss: 0.031086 | val_loss: 0.0310913 | Time: 5316.02 ms [2022-04-10 12:30:41 main:574] : INFO : Epoch 1935 | loss: 0.0310802 | val_loss: 0.0310906 | Time: 5327.61 ms [2022-04-10 12:30:47 main:574] : INFO : Epoch 1936 | loss: 0.0310748 | val_loss: 0.0310924 | Time: 5311.93 ms [2022-04-10 12:30:52 main:574] : INFO : Epoch 1937 | loss: 0.0310734 | val_loss: 0.0310923 | Time: 5315.36 ms [2022-04-10 12:30:57 main:574] : INFO : Epoch 1938 | loss: 0.0310735 | val_loss: 0.0310965 | Time: 5321.01 ms [2022-04-10 12:31:03 main:574] : INFO : Epoch 1939 | loss: 0.0310739 | val_loss: 0.0310937 | Time: 5322.5 ms [2022-04-10 12:31:08 main:574] : INFO : Epoch 1940 | loss: 0.0310747 | val_loss: 0.0311055 | Time: 5318.42 ms [2022-04-10 12:31:13 main:574] : INFO : Epoch 1941 | loss: 0.0310878 | val_loss: 0.0311017 | Time: 5324.01 ms [2022-04-10 12:31:19 main:574] : INFO : Epoch 1942 | loss: 0.0310863 | val_loss: 0.0311174 | Time: 5313.43 ms [2022-04-10 12:31:24 main:574] : INFO : Epoch 1943 | loss: 0.0311053 | val_loss: 0.0311169 | Time: 5310.7 ms [2022-04-10 12:31:29 main:574] : INFO : Epoch 1944 | loss: 0.0311052 | val_loss: 0.031126 | Time: 5315.57 ms [2022-04-10 12:31:35 main:574] : INFO : Epoch 1945 | loss: 0.0311022 | val_loss: 0.0311196 | Time: 5314.65 ms [2022-04-10 12:31:40 main:574] : INFO : Epoch 1946 | loss: 0.0310907 | val_loss: 0.0311013 | Time: 5350.6 ms [2022-04-10 12:31:45 main:574] : INFO : Epoch 1947 | loss: 0.0310712 | val_loss: 0.0310903 | Time: 5324.77 ms [2022-04-10 12:31:51 main:574] : INFO : Epoch 1948 | loss: 0.0310615 | val_loss: 0.031084 | Time: 5311.55 ms [2022-04-10 12:31:56 main:574] : INFO : Epoch 1949 | loss: 0.0310585 | val_loss: 0.0310833 | Time: 5318.88 ms [2022-04-10 12:32:01 main:574] : INFO : Epoch 1950 | loss: 0.0310549 | val_loss: 0.0310786 | Time: 5322.44 ms [2022-04-10 12:32:07 main:574] : INFO : Epoch 1951 | loss: 0.0310534 | val_loss: 0.0310812 | Time: 5318.12 ms [2022-04-10 12:32:12 main:574] : INFO : Epoch 1952 | loss: 0.0310531 | val_loss: 0.0310794 | Time: 5319.71 ms [2022-04-10 12:32:17 main:574] : INFO : Epoch 1953 | loss: 0.0310554 | val_loss: 0.031079 | Time: 5323.16 ms [2022-04-10 12:32:23 main:574] : INFO : Epoch 1954 | loss: 0.03106 | val_loss: 0.0310819 | Time: 5317.33 ms [2022-04-10 12:32:28 main:574] : INFO : Epoch 1955 | loss: 0.0310589 | val_loss: 0.0310761 | Time: 5319.52 ms [2022-04-10 12:32:33 main:574] : INFO : Epoch 1956 | loss: 0.0310606 | val_loss: 0.0310739 | Time: 5318.97 ms [2022-04-10 12:32:38 main:574] : INFO : Epoch 1957 | loss: 0.0310655 | val_loss: 0.0310879 | Time: 5318.08 ms [2022-04-10 12:32:44 main:574] : INFO : Epoch 1958 | loss: 0.0310732 | val_loss: 0.0310884 | Time: 5318.96 ms [2022-04-10 12:32:49 main:574] : INFO : Epoch 1959 | loss: 0.0310694 | val_loss: 0.0310837 | Time: 5320.97 ms [2022-04-10 12:32:54 main:574] : INFO : Epoch 1960 | loss: 0.0310654 | val_loss: 0.0310818 | Time: 5322.09 ms [2022-04-10 12:33:00 main:574] : INFO : Epoch 1961 | loss: 0.031059 | val_loss: 0.0310745 | Time: 5325.51 ms [2022-04-10 12:33:05 main:574] : INFO : Epoch 1962 | loss: 0.031056 | val_loss: 0.0310757 | Time: 5318.21 ms [2022-04-10 12:33:10 main:574] : INFO : Epoch 1963 | loss: 0.0310579 | val_loss: 0.0310828 | Time: 5322.87 ms [2022-04-10 12:33:16 main:574] : INFO : Epoch 1964 | loss: 0.0310549 | val_loss: 0.0310788 | Time: 5318.57 ms [2022-04-10 12:33:21 main:574] : INFO : Epoch 1965 | loss: 0.0310549 | val_loss: 0.0310859 | Time: 5314.38 ms [2022-04-10 12:33:26 main:574] : INFO : Epoch 1966 | loss: 0.0310792 | val_loss: 0.0310996 | Time: 5318.44 ms [2022-04-10 12:33:32 main:574] : INFO : Epoch 1967 | loss: 0.0310914 | val_loss: 0.0310953 | Time: 5323.03 ms [2022-04-10 12:33:37 main:574] : INFO : Epoch 1968 | loss: 0.0310847 | val_loss: 0.031094 | Time: 5323.61 ms [2022-04-10 12:33:42 main:574] : INFO : Epoch 1969 | loss: 0.0310795 | val_loss: 0.0310947 | Time: 5321.78 ms [2022-04-10 12:33:48 main:574] : INFO : Epoch 1970 | loss: 0.0310777 | val_loss: 0.0310938 | Time: 5326.59 ms [2022-04-10 12:33:53 main:574] : INFO : Epoch 1971 | loss: 0.0310869 | val_loss: 0.0311283 | Time: 5317.39 ms [2022-04-10 12:33:58 main:574] : INFO : Epoch 1972 | loss: 0.0311067 | val_loss: 0.0310951 | Time: 5322.01 ms [2022-04-10 12:34:04 main:574] : INFO : Epoch 1973 | loss: 0.0310919 | val_loss: 0.0310945 | Time: 5321.44 ms [2022-04-10 12:34:09 main:574] : INFO : Epoch 1974 | loss: 0.031087 | val_loss: 0.0310917 | Time: 5334.18 ms [2022-04-10 12:34:14 main:574] : INFO : Epoch 1975 | loss: 0.0310812 | val_loss: 0.0310892 | Time: 5320.14 ms [2022-04-10 12:34:20 main:574] : INFO : Epoch 1976 | loss: 0.0310766 | val_loss: 0.0310867 | Time: 5325.97 ms [2022-04-10 12:34:25 main:574] : INFO : Epoch 1977 | loss: 0.0310723 | val_loss: 0.0310895 | Time: 5312.36 ms [2022-04-10 12:34:30 main:574] : INFO : Epoch 1978 | loss: 0.0310726 | val_loss: 0.0310862 | Time: 5314.74 ms [2022-04-10 12:34:36 main:574] : INFO : Epoch 1979 | loss: 0.0310685 | val_loss: 0.0310829 | Time: 5325.61 ms [2022-04-10 12:34:41 main:574] : INFO : Epoch 1980 | loss: 0.0310641 | val_loss: 0.0310827 | Time: 5317.83 ms [2022-04-10 12:34:46 main:574] : INFO : Epoch 1981 | loss: 0.0310649 | val_loss: 0.0310807 | Time: 5319.81 ms [2022-04-10 12:34:52 main:574] : INFO : Epoch 1982 | loss: 0.0310613 | val_loss: 0.0310804 | Time: 5320.96 ms [2022-04-10 12:34:57 main:574] : INFO : Epoch 1983 | loss: 0.0310602 | val_loss: 0.0310783 | Time: 5313.74 ms [2022-04-10 12:35:02 main:574] : INFO : Epoch 1984 | loss: 0.0310603 | val_loss: 0.0310763 | Time: 5318.69 ms [2022-04-10 12:35:08 main:574] : INFO : Epoch 1985 | loss: 0.031059 | val_loss: 0.0310799 | Time: 5320.43 ms [2022-04-10 12:35:13 main:574] : INFO : Epoch 1986 | loss: 0.0310591 | val_loss: 0.0310825 | Time: 5314.19 ms [2022-04-10 12:35:18 main:574] : INFO : Epoch 1987 | loss: 0.0310701 | val_loss: 0.0310842 | Time: 5316.09 ms [2022-04-10 12:35:24 main:574] : INFO : Epoch 1988 | loss: 0.0310666 | val_loss: 0.0310805 | Time: 5321.09 ms [2022-04-10 12:35:29 main:574] : INFO : Epoch 1989 | loss: 0.0310625 | val_loss: 0.0310796 | Time: 5318.62 ms [2022-04-10 12:35:34 main:574] : INFO : Epoch 1990 | loss: 0.0310618 | val_loss: 0.0310748 | Time: 5324.53 ms [2022-04-10 12:35:40 main:574] : INFO : Epoch 1991 | loss: 0.031059 | val_loss: 0.0310727 | Time: 5326.31 ms [2022-04-10 12:35:45 main:574] : INFO : Epoch 1992 | loss: 0.0310595 | val_loss: 0.0310738 | Time: 5312.78 ms [2022-04-10 12:35:50 main:574] : INFO : Epoch 1993 | loss: 0.0310611 | val_loss: 0.0310781 | Time: 5312.31 ms [2022-04-10 12:35:56 main:574] : INFO : Epoch 1994 | loss: 0.031058 | val_loss: 0.0310782 | Time: 5323.96 ms [2022-04-10 12:36:01 main:574] : INFO : Epoch 1995 | loss: 0.0310552 | val_loss: 0.0310761 | Time: 5307.72 ms [2022-04-10 12:36:06 main:574] : INFO : Epoch 1996 | loss: 0.0310566 | val_loss: 0.0310858 | Time: 5316.62 ms [2022-04-10 12:36:12 main:574] : INFO : Epoch 1997 | loss: 0.0310605 | val_loss: 0.0310784 | Time: 5445.2 ms [2022-04-10 12:36:17 main:574] : INFO : Epoch 1998 | loss: 0.0310574 | val_loss: 0.0310722 | Time: 5316.86 ms [2022-04-10 12:36:22 main:574] : INFO : Epoch 1999 | loss: 0.0310613 | val_loss: 0.031093 | Time: 5312.52 ms [2022-04-10 12:36:28 main:574] : INFO : Epoch 2000 | loss: 0.0310718 | val_loss: 0.031086 | Time: 5311.81 ms [2022-04-10 12:36:33 main:574] : INFO : Epoch 2001 | loss: 0.0310716 | val_loss: 0.0310854 | Time: 5319.88 ms [2022-04-10 12:36:38 main:574] : INFO : Epoch 2002 | loss: 0.0310724 | val_loss: 0.0310886 | Time: 5324.64 ms [2022-04-10 12:36:44 main:574] : INFO : Epoch 2003 | loss: 0.0310675 | val_loss: 0.0310851 | Time: 5322.54 ms [2022-04-10 12:36:49 main:574] : INFO : Epoch 2004 | loss: 0.031071 | val_loss: 0.0310821 | Time: 5314.37 ms [2022-04-10 12:36:54 main:574] : INFO : Epoch 2005 | loss: 0.0310636 | val_loss: 0.0310859 | Time: 5317.94 ms [2022-04-10 12:37:00 main:574] : INFO : Epoch 2006 | loss: 0.03106 | val_loss: 0.0310821 | Time: 5313.72 ms [2022-04-10 12:37:05 main:574] : INFO : Epoch 2007 | loss: 0.0310603 | val_loss: 0.0310771 | Time: 5392.34 ms [2022-04-10 12:37:10 main:574] : INFO : Epoch 2008 | loss: 0.0310581 | val_loss: 0.0310845 | Time: 5304.33 ms [2022-04-10 12:37:16 main:574] : INFO : Epoch 2009 | loss: 0.031057 | val_loss: 0.0310741 | Time: 5308.06 ms [2022-04-10 12:37:21 main:574] : INFO : Epoch 2010 | loss: 0.0310545 | val_loss: 0.0310788 | Time: 5309.33 ms [2022-04-10 12:37:26 main:574] : INFO : Epoch 2011 | loss: 0.0310533 | val_loss: 0.0310833 | Time: 5311.73 ms [2022-04-10 12:37:31 main:574] : INFO : Epoch 2012 | loss: 0.031053 | val_loss: 0.0310792 | Time: 5311.03 ms [2022-04-10 12:37:37 main:574] : INFO : Epoch 2013 | loss: 0.031053 | val_loss: 0.0310812 | Time: 5305.29 ms [2022-04-10 12:37:42 main:574] : INFO : Epoch 2014 | loss: 0.0310524 | val_loss: 0.0310806 | Time: 5307.96 ms [2022-04-10 12:37:47 main:574] : INFO : Epoch 2015 | loss: 0.0310536 | val_loss: 0.0310875 | Time: 5308.91 ms [2022-04-10 12:37:53 main:574] : INFO : Epoch 2016 | loss: 0.0311249 | val_loss: 0.0311361 | Time: 5314.08 ms [2022-04-10 12:37:58 main:574] : INFO : Epoch 2017 | loss: 0.0311292 | val_loss: 0.0311231 | Time: 5307.17 ms [2022-04-10 12:38:03 main:574] : INFO : Epoch 2018 | loss: 0.0311072 | val_loss: 0.0311087 | Time: 5312.55 ms [2022-04-10 12:38:09 main:574] : INFO : Epoch 2019 | loss: 0.031099 | val_loss: 0.0311021 | Time: 5327.26 ms [2022-04-10 12:38:14 main:574] : INFO : Epoch 2020 | loss: 0.0310887 | val_loss: 0.0311014 | Time: 5358.48 ms [2022-04-10 12:38:19 main:574] : INFO : Epoch 2021 | loss: 0.0310862 | val_loss: 0.0311077 | Time: 5315.6 ms [2022-04-10 12:38:25 main:574] : INFO : Epoch 2022 | loss: 0.0310852 | val_loss: 0.0311058 | Time: 5313.62 ms [2022-04-10 12:38:30 main:574] : INFO : Epoch 2023 | loss: 0.0310841 | val_loss: 0.0310983 | Time: 5311.81 ms [2022-04-10 12:38:35 main:574] : INFO : Epoch 2024 | loss: 0.0310825 | val_loss: 0.0310996 | Time: 5308.98 ms [2022-04-10 12:38:41 main:574] : INFO : Epoch 2025 | loss: 0.031078 | val_loss: 0.0310987 | Time: 5313.96 ms [2022-04-10 12:38:46 main:574] : INFO : Epoch 2026 | loss: 0.0310767 | val_loss: 0.0310962 | Time: 5312.46 ms [2022-04-10 12:38:51 main:574] : INFO : Epoch 2027 | loss: 0.0310755 | val_loss: 0.0310929 | Time: 5306.9 ms [2022-04-10 12:38:57 main:574] : INFO : Epoch 2028 | loss: 0.0310771 | val_loss: 0.031104 | Time: 5311.36 ms [2022-04-10 12:39:02 main:574] : INFO : Epoch 2029 | loss: 0.0310775 | val_loss: 0.0310977 | Time: 5311.46 ms [2022-04-10 12:39:07 main:574] : INFO : Epoch 2030 | loss: 0.0310807 | val_loss: 0.0311029 | Time: 5315.95 ms [2022-04-10 12:39:13 main:574] : INFO : Epoch 2031 | loss: 0.0310811 | val_loss: 0.0310955 | Time: 5310.05 ms [2022-04-10 12:39:18 main:574] : INFO : Epoch 2032 | loss: 0.03108 | val_loss: 0.0310893 | Time: 5317.65 ms [2022-04-10 12:39:23 main:574] : INFO : Epoch 2033 | loss: 0.0310749 | val_loss: 0.0310855 | Time: 5332.04 ms [2022-04-10 12:39:28 main:574] : INFO : Epoch 2034 | loss: 0.0310751 | val_loss: 0.0310876 | Time: 5285.71 ms [2022-04-10 12:39:34 main:574] : INFO : Epoch 2035 | loss: 0.0310733 | val_loss: 0.0310834 | Time: 5304.12 ms [2022-04-10 12:39:39 main:574] : INFO : Epoch 2036 | loss: 0.0310726 | val_loss: 0.0310854 | Time: 5290.47 ms [2022-04-10 12:39:44 main:574] : INFO : Epoch 2037 | loss: 0.0310717 | val_loss: 0.0310847 | Time: 5310.61 ms [2022-04-10 12:39:50 main:574] : INFO : Epoch 2038 | loss: 0.031067 | val_loss: 0.0310879 | Time: 5304.92 ms [2022-04-10 12:39:55 main:574] : INFO : Epoch 2039 | loss: 0.0310784 | val_loss: 0.0310891 | Time: 5307.56 ms [2022-04-10 12:40:00 main:574] : INFO : Epoch 2040 | loss: 0.0310801 | val_loss: 0.0310925 | Time: 5305.4 ms [2022-04-10 12:40:06 main:574] : INFO : Epoch 2041 | loss: 0.0310775 | val_loss: 0.0310902 | Time: 5302.26 ms [2022-04-10 12:40:11 main:574] : INFO : Epoch 2042 | loss: 0.031076 | val_loss: 0.0310939 | Time: 5305.04 ms [2022-04-10 12:40:16 main:574] : INFO : Epoch 2043 | loss: 0.0310773 | val_loss: 0.0310955 | Time: 5309.26 ms [2022-04-10 12:40:22 main:574] : INFO : Epoch 2044 | loss: 0.0310766 | val_loss: 0.0310911 | Time: 5313.36 ms [2022-04-10 12:40:27 main:574] : INFO : Epoch 2045 | loss: 0.0310709 | val_loss: 0.0310884 | Time: 5310.67 ms [2022-04-10 12:40:32 main:574] : INFO : Epoch 2046 | loss: 0.0310693 | val_loss: 0.0310925 | Time: 5310.74 ms [2022-04-10 12:40:38 main:574] : INFO : Epoch 2047 | loss: 0.0310707 | val_loss: 0.0310893 | Time: 5308.52 ms [2022-04-10 12:40:43 main:574] : INFO : Epoch 2048 | loss: 0.0310695 | val_loss: 0.0310885 | Time: 5304.11 ms [2022-04-10 12:40:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310885 [2022-04-10 12:40:43 main:603] : INFO : Saving end state to config to file [2022-04-10 12:40:43 main:608] : INFO : Success, exiting.. 12:40:43 (12872): 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)