Task 6759077
| Name | ParityMachine-1627975041-15746-2_1 |
| Workunit | 4374851 |
| Created | 20 Aug 2021, 4:12:59 UTC |
| Sent | 20 Aug 2021, 4:51:41 UTC |
| Report deadline | 27 Aug 2021, 4:51:41 UTC |
| Received | 20 Aug 2021, 16:26:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 25 min 28 sec |
| CPU time | 2 hours 22 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> h 1542 | loss: 0.0310724 | val_loss: 0.0311772 | Time: 4210.28 ms [2021-08-20 17:50:28 main:574] : INFO : Epoch 1543 | loss: 0.0310733 | val_loss: 0.0311803 | Time: 4342.11 ms [2021-08-20 17:50:33 main:574] : INFO : Epoch 1544 | loss: 0.0310762 | val_loss: 0.0311783 | Time: 4236.79 ms [2021-08-20 17:50:37 main:574] : INFO : Epoch 1545 | loss: 0.0310826 | val_loss: 0.0311724 | Time: 4234.39 ms [2021-08-20 17:50:41 main:574] : INFO : Epoch 1546 | loss: 0.0310813 | val_loss: 0.0311695 | Time: 4223.24 ms [2021-08-20 17:50:45 main:574] : INFO : Epoch 1547 | loss: 0.0310749 | val_loss: 0.0311778 | Time: 4215.84 ms [2021-08-20 17:50:50 main:574] : INFO : Epoch 1548 | loss: 0.0310818 | val_loss: 0.0311763 | Time: 4245.41 ms [2021-08-20 17:50:54 main:574] : INFO : Epoch 1549 | loss: 0.0310762 | val_loss: 0.0311796 | Time: 4214.76 ms [2021-08-20 17:50:58 main:574] : INFO : Epoch 1550 | loss: 0.0310782 | val_loss: 0.0311726 | Time: 4172.66 ms [2021-08-20 17:51:02 main:574] : INFO : Epoch 1551 | loss: 0.0310799 | val_loss: 0.0311739 | Time: 4290.18 ms [2021-08-20 17:51:07 main:574] : INFO : Epoch 1552 | loss: 0.0310878 | val_loss: 0.0311767 | Time: 4160.91 ms [2021-08-20 17:51:11 main:574] : INFO : Epoch 1553 | loss: 0.0310797 | val_loss: 0.0311683 | Time: 4180.39 ms [2021-08-20 17:51:15 main:574] : INFO : Epoch 1554 | loss: 0.0310781 | val_loss: 0.0311707 | Time: 4052.67 ms [2021-08-20 17:51:19 main:574] : INFO : Epoch 1555 | loss: 0.0310743 | val_loss: 0.0311798 | Time: 4153.69 ms [2021-08-20 17:51:23 main:574] : INFO : Epoch 1556 | loss: 0.0310795 | val_loss: 0.031166 | Time: 4193.87 ms [2021-08-20 17:51:28 main:574] : INFO : Epoch 1557 | loss: 0.031082 | val_loss: 0.0311766 | Time: 4245.82 ms [2021-08-20 17:51:32 main:574] : INFO : Epoch 1558 | loss: 0.0310771 | val_loss: 0.0311794 | Time: 4192.88 ms [2021-08-20 17:51:36 main:574] : INFO : Epoch 1559 | loss: 0.0310744 | val_loss: 0.0311789 | Time: 4182.51 ms [2021-08-20 17:51:40 main:574] : INFO : Epoch 1560 | loss: 0.0310747 | val_loss: 0.0311718 | Time: 4242.58 ms [2021-08-20 17:51:44 main:574] : INFO : Epoch 1561 | loss: 0.0310771 | val_loss: 0.0311744 | Time: 4154.34 ms [2021-08-20 17:51:49 main:574] : INFO : Epoch 1562 | loss: 0.0310745 | val_loss: 0.0311676 | Time: 4141.16 ms [2021-08-20 17:51:53 main:574] : INFO : Epoch 1563 | loss: 0.0310717 | val_loss: 0.0311784 | Time: 4278.3 ms [2021-08-20 17:51:57 main:574] : INFO : Epoch 1564 | loss: 0.0310698 | val_loss: 0.0311805 | Time: 4223.66 ms [2021-08-20 17:52:01 main:574] : INFO : Epoch 1565 | loss: 0.0310733 | val_loss: 0.0311727 | Time: 4274.48 ms [2021-08-20 17:52:06 main:574] : INFO : Epoch 1566 | loss: 0.0310738 | val_loss: 0.0311875 | Time: 4125.95 ms [2021-08-20 17:52:10 main:574] : INFO : Epoch 1567 | loss: 0.0310743 | val_loss: 0.0311827 | Time: 4135.1 ms [2021-08-20 17:52:14 main:574] : INFO : Epoch 1568 | loss: 0.0310742 | val_loss: 0.0311722 | Time: 4163.81 ms [2021-08-20 17:52:18 main:574] : INFO : Epoch 1569 | loss: 0.0310751 | val_loss: 0.0311899 | Time: 4170.05 ms [2021-08-20 17:52:22 main:574] : INFO : Epoch 1570 | loss: 0.0310822 | val_loss: 0.0311695 | Time: 4273.73 ms [2021-08-20 17:52:27 main:574] : INFO : Epoch 1571 | loss: 0.0310765 | val_loss: 0.0311774 | Time: 4213.56 ms [2021-08-20 17:52:31 main:574] : INFO : Epoch 1572 | loss: 0.0310753 | val_loss: 0.0311752 | Time: 4220.85 ms [2021-08-20 17:52:35 main:574] : INFO : Epoch 1573 | loss: 0.0310791 | val_loss: 0.0311727 | Time: 4216.12 ms [2021-08-20 17:52:39 main:574] : INFO : Epoch 1574 | loss: 0.0310707 | val_loss: 0.0311971 | Time: 4105.92 ms [2021-08-20 17:52:44 main:574] : INFO : Epoch 1575 | loss: 0.0310685 | val_loss: 0.0311839 | Time: 4304.6 ms [2021-08-20 17:52:48 main:574] : INFO : Epoch 1576 | loss: 0.0310694 | val_loss: 0.031179 | Time: 4198.23 ms [2021-08-20 17:52:52 main:574] : INFO : Epoch 1577 | loss: 0.0310701 | val_loss: 0.0311718 | Time: 4237.99 ms [2021-08-20 17:52:57 main:574] : INFO : Epoch 1578 | loss: 0.0310698 | val_loss: 0.0311797 | Time: 4451.36 ms [2021-08-20 17:53:01 main:574] : INFO : Epoch 1579 | loss: 0.0310683 | val_loss: 0.0311796 | Time: 4383.09 ms [2021-08-20 17:53:05 main:574] : INFO : Epoch 1580 | loss: 0.0310686 | val_loss: 0.0311777 | Time: 4254.25 ms [2021-08-20 17:53:09 main:574] : INFO : Epoch 1581 | loss: 0.0310713 | val_loss: 0.0311794 | Time: 4173.99 ms [2021-08-20 17:53:14 main:574] : INFO : Epoch 1582 | loss: 0.0310754 | val_loss: 0.03118 | Time: 4179.25 ms [2021-08-20 17:53:18 main:574] : INFO : Epoch 1583 | loss: 0.0310889 | val_loss: 0.0311882 | Time: 4164.79 ms [2021-08-20 17:53:22 main:574] : INFO : Epoch 1584 | loss: 0.0310841 | val_loss: 0.0311924 | Time: 4144.76 ms [2021-08-20 17:53:26 main:574] : INFO : Epoch 1585 | loss: 0.0310763 | val_loss: 0.0311788 | Time: 4224.76 ms [2021-08-20 17:53:30 main:574] : INFO : Epoch 1586 | loss: 0.0310715 | val_loss: 0.0311766 | Time: 4297.53 ms [2021-08-20 17:53:35 main:574] : INFO : Epoch 1587 | loss: 0.0310711 | val_loss: 0.0311846 | Time: 4348 ms [2021-08-20 17:53:39 main:574] : INFO : Epoch 1588 | loss: 0.0310714 | val_loss: 0.0311736 | Time: 4262.22 ms [2021-08-20 17:53:43 main:574] : INFO : Epoch 1589 | loss: 0.0310706 | val_loss: 0.0311797 | Time: 4204.8 ms [2021-08-20 17:53:48 main:574] : INFO : Epoch 1590 | loss: 0.0310829 | val_loss: 0.0311759 | Time: 4102.41 ms [2021-08-20 17:53:52 main:574] : INFO : Epoch 1591 | loss: 0.0310881 | val_loss: 0.0311682 | Time: 4340.84 ms [2021-08-20 17:53:56 main:574] : INFO : Epoch 1592 | loss: 0.0310796 | val_loss: 0.0311726 | Time: 4260.71 ms [2021-08-20 17:54:00 main:574] : INFO : Epoch 1593 | loss: 0.0310735 | val_loss: 0.0311779 | Time: 4191.5 ms [2021-08-20 17:54:05 main:574] : INFO : Epoch 1594 | loss: 0.0310709 | val_loss: 0.0311808 | Time: 4239.45 ms [2021-08-20 17:54:09 main:574] : INFO : Epoch 1595 | loss: 0.0310667 | val_loss: 0.0311771 | Time: 4155.2 ms [2021-08-20 17:54:13 main:574] : INFO : Epoch 1596 | loss: 0.0310697 | val_loss: 0.0311781 | Time: 4150.68 ms [2021-08-20 17:54:17 main:574] : INFO : Epoch 1597 | loss: 0.0310711 | val_loss: 0.0311903 | Time: 4093.32 ms [2021-08-20 17:54:21 main:574] : INFO : Epoch 1598 | loss: 0.0310711 | val_loss: 0.0311792 | Time: 4077.77 ms [2021-08-20 17:54:25 main:574] : INFO : Epoch 1599 | loss: 0.0310719 | val_loss: 0.0311739 | Time: 4310.43 ms [2021-08-20 17:54:30 main:574] : INFO : Epoch 1600 | loss: 0.0310694 | val_loss: 0.031184 | Time: 4236.44 ms [2021-08-20 17:54:34 main:574] : INFO : Epoch 1601 | loss: 0.0310702 | val_loss: 0.0311711 | Time: 4212.76 ms [2021-08-20 17:54:38 main:574] : INFO : Epoch 1602 | loss: 0.0310686 | val_loss: 0.0311842 | Time: 4216.2 ms [2021-08-20 17:54:42 main:574] : INFO : Epoch 1603 | loss: 0.0310682 | val_loss: 0.0311839 | Time: 4211 ms [2021-08-20 17:54:47 main:574] : INFO : Epoch 1604 | loss: 0.0310714 | val_loss: 0.0311758 | Time: 4138.94 ms [2021-08-20 17:54:51 main:574] : INFO : Epoch 1605 | loss: 0.0310682 | val_loss: 0.0311876 | Time: 4199.06 ms [2021-08-20 17:54:55 main:574] : INFO : Epoch 1606 | loss: 0.0310666 | val_loss: 0.031171 | Time: 4283.11 ms [2021-08-20 17:54:59 main:574] : INFO : Epoch 1607 | loss: 0.0310688 | val_loss: 0.031178 | Time: 4308.77 ms [2021-08-20 17:55:04 main:574] : INFO : Epoch 1608 | loss: 0.0310747 | val_loss: 0.0311822 | Time: 4190.11 ms [2021-08-20 17:55:08 main:574] : INFO : Epoch 1609 | loss: 0.0310708 | val_loss: 0.0311873 | Time: 4111.91 ms [2021-08-20 17:55:12 main:574] : INFO : Epoch 1610 | loss: 0.0310721 | val_loss: 0.0311782 | Time: 4075.66 ms [2021-08-20 17:55:16 main:574] : INFO : Epoch 1611 | loss: 0.0310712 | val_loss: 0.0311917 | Time: 4142.09 ms [2021-08-20 17:55:20 main:574] : INFO : Epoch 1612 | loss: 0.0310711 | val_loss: 0.0311809 | Time: 4166.09 ms [2021-08-20 17:55:25 main:574] : INFO : Epoch 1613 | loss: 0.0310683 | val_loss: 0.0311861 | Time: 4281.22 ms [2021-08-20 17:55:29 main:574] : INFO : Epoch 1614 | loss: 0.0310707 | val_loss: 0.0311792 | Time: 4368.59 ms [2021-08-20 17:55:33 main:574] : INFO : Epoch 1615 | loss: 0.0310841 | val_loss: 0.0311741 | Time: 4150.39 ms [2021-08-20 17:55:37 main:574] : INFO : Epoch 1616 | loss: 0.0310874 | val_loss: 0.0311611 | Time: 4259.49 ms [2021-08-20 17:55:42 main:574] : INFO : Epoch 1617 | loss: 0.031074 | val_loss: 0.0311771 | Time: 4340.77 ms [2021-08-20 17:55:46 main:574] : INFO : Epoch 1618 | loss: 0.0310707 | val_loss: 0.0311814 | Time: 4152.78 ms [2021-08-20 17:55:50 main:574] : INFO : Epoch 1619 | loss: 0.0310714 | val_loss: 0.0311724 | Time: 4134.13 ms [2021-08-20 17:55:54 main:574] : INFO : Epoch 1620 | loss: 0.0310682 | val_loss: 0.0311726 | Time: 4170.86 ms [2021-08-20 17:55:59 main:574] : INFO : Epoch 1621 | loss: 0.0310637 | val_loss: 0.0311824 | Time: 4505.66 ms [2021-08-20 17:56:03 main:574] : INFO : Epoch 1622 | loss: 0.0310662 | val_loss: 0.0311756 | Time: 4362.34 ms [2021-08-20 17:56:07 main:574] : INFO : Epoch 1623 | loss: 0.0310641 | val_loss: 0.0311803 | Time: 4263.93 ms [2021-08-20 17:56:12 main:574] : INFO : Epoch 1624 | loss: 0.0310629 | val_loss: 0.0311836 | Time: 4212.91 ms [2021-08-20 17:56:16 main:574] : INFO : Epoch 1625 | loss: 0.0310634 | val_loss: 0.0311809 | Time: 4099.07 ms [2021-08-20 17:56:20 main:574] : INFO : Epoch 1626 | loss: 0.0310663 | val_loss: 0.0311959 | Time: 4278.66 ms [2021-08-20 17:56:24 main:574] : INFO : Epoch 1627 | loss: 0.0310691 | val_loss: 0.0311782 | Time: 4319.97 ms [2021-08-20 17:56:29 main:574] : INFO : Epoch 1628 | loss: 0.0310852 | val_loss: 0.0311792 | Time: 4266.38 ms [2021-08-20 17:56:33 main:574] : INFO : Epoch 1629 | loss: 0.0310717 | val_loss: 0.0311818 | Time: 4199.16 ms [2021-08-20 17:56:37 main:574] : INFO : Epoch 1630 | loss: 0.0310668 | val_loss: 0.0311712 | Time: 4269 ms [2021-08-20 17:56:41 main:574] : INFO : Epoch 1631 | loss: 0.0310674 | val_loss: 0.0311913 | Time: 4238.37 ms [2021-08-20 17:56:46 main:574] : INFO : Epoch 1632 | loss: 0.0310657 | val_loss: 0.031187 | Time: 4339.25 ms [2021-08-20 17:56:50 main:574] : INFO : Epoch 1633 | loss: 0.0310688 | val_loss: 0.0311807 | Time: 4187.62 ms [2021-08-20 17:56:54 main:574] : INFO : Epoch 1634 | loss: 0.0310692 | val_loss: 0.0311798 | Time: 4304.59 ms [2021-08-20 17:56:59 main:574] : INFO : Epoch 1635 | loss: 0.0310708 | val_loss: 0.0311773 | Time: 4275.88 ms [2021-08-20 17:57:03 main:574] : INFO : Epoch 1636 | loss: 0.0310814 | val_loss: 0.0311809 | Time: 4281.4 ms [2021-08-20 17:57:07 main:574] : INFO : Epoch 1637 | loss: 0.0310742 | val_loss: 0.0311837 | Time: 4080.13 ms [2021-08-20 17:57:11 main:574] : INFO : Epoch 1638 | loss: 0.0310933 | val_loss: 0.0311587 | Time: 4079.31 ms [2021-08-20 17:57:15 main:574] : INFO : Epoch 1639 | loss: 0.0311208 | val_loss: 0.0311536 | Time: 4155.31 ms [2021-08-20 17:57:20 main:574] : INFO : Epoch 1640 | loss: 0.031117 | val_loss: 0.03116 | Time: 4159.18 ms [2021-08-20 17:57:24 main:574] : INFO : Epoch 1641 | loss: 0.0311135 | val_loss: 0.0311737 | Time: 4269.4 ms [2021-08-20 17:57:28 main:574] : INFO : Epoch 1642 | loss: 0.0311053 | val_loss: 0.0311602 | Time: 4154.6 ms [2021-08-20 17:57:32 main:574] : INFO : Epoch 1643 | loss: 0.0310942 | val_loss: 0.0311566 | Time: 4207.1 ms [2021-08-20 17:57:36 main:574] : INFO : Epoch 1644 | loss: 0.0310914 | val_loss: 0.0311657 | Time: 4172.79 ms [2021-08-20 17:57:41 main:574] : INFO : Epoch 1645 | loss: 0.0310881 | val_loss: 0.0311715 | Time: 4152.22 ms [2021-08-20 17:57:45 main:574] : INFO : Epoch 1646 | loss: 0.0310874 | val_loss: 0.0311644 | Time: 4204.55 ms [2021-08-20 17:57:49 main:574] : INFO : Epoch 1647 | loss: 0.0310834 | val_loss: 0.031175 | Time: 4224.88 ms [2021-08-20 17:57:54 main:574] : INFO : Epoch 1648 | loss: 0.0310871 | val_loss: 0.0311617 | Time: 4537.22 ms [2021-08-20 17:57:58 main:574] : INFO : Epoch 1649 | loss: 0.0310943 | val_loss: 0.0311741 | Time: 4211.34 ms [2021-08-20 17:58:02 main:574] : INFO : Epoch 1650 | loss: 0.0310893 | val_loss: 0.031173 | Time: 4272.61 ms [2021-08-20 17:58:06 main:574] : INFO : Epoch 1651 | loss: 0.0310816 | val_loss: 0.031163 | Time: 4347.02 ms [2021-08-20 17:58:11 main:574] : INFO : Epoch 1652 | loss: 0.0310802 | val_loss: 0.0311754 | Time: 4348.47 ms [2021-08-20 17:58:15 main:574] : INFO : Epoch 1653 | loss: 0.0310813 | val_loss: 0.0311812 | Time: 4157.66 ms [2021-08-20 17:58:19 main:574] : INFO : Epoch 1654 | loss: 0.0310775 | val_loss: 0.0311698 | Time: 4119.11 ms [2021-08-20 17:58:23 main:574] : INFO : Epoch 1655 | loss: 0.0310745 | val_loss: 0.0311766 | Time: 4239.25 ms [2021-08-20 17:58:28 main:574] : INFO : Epoch 1656 | loss: 0.0310765 | val_loss: 0.0311732 | Time: 4203.67 ms [2021-08-20 17:58:32 main:574] : INFO : Epoch 1657 | loss: 0.031076 | val_loss: 0.0311747 | Time: 4231.65 ms [2021-08-20 17:58:36 main:574] : INFO : Epoch 1658 | loss: 0.0310732 | val_loss: 0.0311718 | Time: 4200.01 ms [2021-08-20 17:58:40 main:574] : INFO : Epoch 1659 | loss: 0.0310724 | val_loss: 0.0311914 | Time: 4384.43 ms [2021-08-20 17:58:45 main:574] : INFO : Epoch 1660 | loss: 0.0310708 | val_loss: 0.0311708 | Time: 4334.77 ms [2021-08-20 17:58:49 main:574] : INFO : Epoch 1661 | loss: 0.0310677 | val_loss: 0.0311764 | Time: 4146.61 ms [2021-08-20 17:58:53 main:574] : INFO : Epoch 1662 | loss: 0.0310675 | val_loss: 0.0311833 | Time: 4187.19 ms [2021-08-20 17:58:57 main:574] : INFO : Epoch 1663 | loss: 0.0310664 | val_loss: 0.0311725 | Time: 4275.11 ms [2021-08-20 17:59:02 main:574] : INFO : Epoch 1664 | loss: 0.031071 | val_loss: 0.03118 | Time: 4246.01 ms [2021-08-20 17:59:06 main:574] : INFO : Epoch 1665 | loss: 0.0310725 | val_loss: 0.0311855 | Time: 4220.42 ms [2021-08-20 17:59:10 main:574] : INFO : Epoch 1666 | loss: 0.0310731 | val_loss: 0.0311798 | Time: 4230.84 ms [2021-08-20 17:59:15 main:574] : INFO : Epoch 1667 | loss: 0.0310675 | val_loss: 0.0311858 | Time: 4355.9 ms [2021-08-20 17:59:19 main:574] : INFO : Epoch 1668 | loss: 0.0310716 | val_loss: 0.0311832 | Time: 4268.73 ms [2021-08-20 17:59:23 main:574] : INFO : Epoch 1669 | loss: 0.031078 | val_loss: 0.0311798 | Time: 4262.39 ms [2021-08-20 17:59:28 main:574] : INFO : Epoch 1670 | loss: 0.0310713 | val_loss: 0.0311779 | Time: 4327.47 ms [2021-08-20 17:59:32 main:574] : INFO : Epoch 1671 | loss: 0.0310752 | val_loss: 0.0311781 | Time: 4123.51 ms [2021-08-20 17:59:36 main:574] : INFO : Epoch 1672 | loss: 0.0310728 | val_loss: 0.0311765 | Time: 4306.35 ms [2021-08-20 17:59:40 main:574] : INFO : Epoch 1673 | loss: 0.0310696 | val_loss: 0.0311765 | Time: 4156.67 ms [2021-08-20 17:59:44 main:574] : INFO : Epoch 1674 | loss: 0.0310694 | val_loss: 0.0311808 | Time: 4147.9 ms [2021-08-20 17:59:49 main:574] : INFO : Epoch 1675 | loss: 0.0310747 | val_loss: 0.0311962 | Time: 4151.44 ms [2021-08-20 17:59:53 main:574] : INFO : Epoch 1676 | loss: 0.0310798 | val_loss: 0.0311717 | Time: 4249.88 ms [2021-08-20 17:59:57 main:574] : INFO : Epoch 1677 | loss: 0.0310754 | val_loss: 0.0311742 | Time: 4187.28 ms [2021-08-20 18:00:01 main:574] : INFO : Epoch 1678 | loss: 0.0310739 | val_loss: 0.0311805 | Time: 4251.83 ms [2021-08-20 18:00:06 main:574] : INFO : Epoch 1679 | loss: 0.0310659 | val_loss: 0.0311817 | Time: 4197.46 ms [2021-08-20 18:00:10 main:574] : INFO : Epoch 1680 | loss: 0.0310717 | val_loss: 0.0311769 | Time: 4321.06 ms [2021-08-20 18:00:14 main:574] : INFO : Epoch 1681 | loss: 0.0310707 | val_loss: 0.0311942 | Time: 4202.52 ms [2021-08-20 18:00:18 main:574] : INFO : Epoch 1682 | loss: 0.0310702 | val_loss: 0.0311702 | Time: 4190.74 ms [2021-08-20 18:00:23 main:574] : INFO : Epoch 1683 | loss: 0.0310653 | val_loss: 0.0311936 | Time: 4249.4 ms [2021-08-20 18:00:27 main:574] : INFO : Epoch 1684 | loss: 0.0310624 | val_loss: 0.0311892 | Time: 4198.9 ms [2021-08-20 18:00:31 main:574] : INFO : Epoch 1685 | loss: 0.0310641 | val_loss: 0.0311741 | Time: 4287.57 ms [2021-08-20 18:00:36 main:574] : INFO : Epoch 1686 | loss: 0.0310648 | val_loss: 0.0311801 | Time: 4494.45 ms [2021-08-20 18:00:40 main:574] : INFO : Epoch 1687 | loss: 0.0310643 | val_loss: 0.0311859 | Time: 4237.76 ms [2021-08-20 18:00:44 main:574] : INFO : Epoch 1688 | loss: 0.0310648 | val_loss: 0.0311846 | Time: 4075.61 ms [2021-08-20 18:00:48 main:574] : INFO : Epoch 1689 | loss: 0.0310645 | val_loss: 0.0311815 | Time: 4145.27 ms [2021-08-20 18:00:52 main:574] : INFO : Epoch 1690 | loss: 0.0310707 | val_loss: 0.031177 | Time: 4287.97 ms [2021-08-20 18:00:57 main:574] : INFO : Epoch 1691 | loss: 0.0310651 | val_loss: 0.0311817 | Time: 4173.73 ms [2021-08-20 18:01:01 main:574] : INFO : Epoch 1692 | loss: 0.0310632 | val_loss: 0.0311788 | Time: 4359.95 ms [2021-08-20 18:01:05 main:574] : INFO : Epoch 1693 | loss: 0.0310653 | val_loss: 0.0311827 | Time: 4211.13 ms [2021-08-20 18:01:10 main:574] : INFO : Epoch 1694 | loss: 0.031065 | val_loss: 0.0311798 | Time: 4206.46 ms [2021-08-20 18:01:14 main:574] : INFO : Epoch 1695 | loss: 0.0310742 | val_loss: 0.0311883 | Time: 4116.41 ms [2021-08-20 18:01:18 main:574] : INFO : Epoch 1696 | loss: 0.0310714 | val_loss: 0.0311765 | Time: 4178.37 ms [2021-08-20 18:01:22 main:574] : INFO : Epoch 1697 | loss: 0.0310661 | val_loss: 0.0311801 | Time: 4090.9 ms [2021-08-20 18:01:26 main:574] : INFO : Epoch 1698 | loss: 0.0310605 | val_loss: 0.0311798 | Time: 4148.81 ms [2021-08-20 18:01:30 main:574] : INFO : Epoch 1699 | loss: 0.0310601 | val_loss: 0.0311874 | Time: 4116.18 ms [2021-08-20 18:01:35 main:574] : INFO : Epoch 1700 | loss: 0.0310618 | val_loss: 0.031184 | Time: 4207.73 ms [2021-08-20 18:01:39 main:574] : INFO : Epoch 1701 | loss: 0.0310641 | val_loss: 0.0311776 | Time: 4150.43 ms [2021-08-20 18:01:43 main:574] : INFO : Epoch 1702 | loss: 0.0310772 | val_loss: 0.0311953 | Time: 4219.86 ms [2021-08-20 18:01:47 main:574] : INFO : Epoch 1703 | loss: 0.0310733 | val_loss: 0.0311754 | Time: 4123.25 ms [2021-08-20 18:01:51 main:574] : INFO : Epoch 1704 | loss: 0.0310644 | val_loss: 0.0311826 | Time: 4082.99 ms [2021-08-20 18:01:55 main:574] : INFO : Epoch 1705 | loss: 0.0310619 | val_loss: 0.031194 | Time: 4207.24 ms [2021-08-20 18:02:00 main:574] : INFO : Epoch 1706 | loss: 0.0310602 | val_loss: 0.0311907 | Time: 4247.22 ms [2021-08-20 18:02:04 main:574] : INFO : Epoch 1707 | loss: 0.0310587 | val_loss: 0.0311837 | Time: 4169.44 ms [2021-08-20 18:02:08 main:574] : INFO : Epoch 1708 | loss: 0.0310674 | val_loss: 0.031178 | Time: 4210.6 ms [2021-08-20 18:02:12 main:574] : INFO : Epoch 1709 | loss: 0.0310713 | val_loss: 0.031172 | Time: 4104.07 ms [2021-08-20 18:02:16 main:574] : INFO : Epoch 1710 | loss: 0.0310702 | val_loss: 0.0311889 | Time: 4076.87 ms [2021-08-20 18:02:21 main:574] : INFO : Epoch 1711 | loss: 0.0310655 | val_loss: 0.0311742 | Time: 4229.33 ms [2021-08-20 18:02:25 main:574] : INFO : Epoch 1712 | loss: 0.0310662 | val_loss: 0.0311741 | Time: 4231.42 ms [2021-08-20 18:02:29 main:574] : INFO : Epoch 1713 | loss: 0.0310659 | val_loss: 0.0311879 | Time: 4094.58 ms [2021-08-20 18:02:33 main:574] : INFO : Epoch 1714 | loss: 0.0310706 | val_loss: 0.0311799 | Time: 4175.65 ms [2021-08-20 18:02:37 main:574] : INFO : Epoch 1715 | loss: 0.0310669 | val_loss: 0.0311931 | Time: 4138.77 ms [2021-08-20 18:02:41 main:574] : INFO : Epoch 1716 | loss: 0.0310689 | val_loss: 0.0311887 | Time: 4175.34 ms [2021-08-20 18:02:46 main:574] : INFO : Epoch 1717 | loss: 0.0310728 | val_loss: 0.0311882 | Time: 4158.42 ms [2021-08-20 18:02:50 main:574] : INFO : Epoch 1718 | loss: 0.0310738 | val_loss: 0.0311792 | Time: 4163.29 ms [2021-08-20 18:02:54 main:574] : INFO : Epoch 1719 | loss: 0.0310642 | val_loss: 0.0311805 | Time: 4177.57 ms [2021-08-20 18:02:58 main:574] : INFO : Epoch 1720 | loss: 0.0310606 | val_loss: 0.0311858 | Time: 4134.7 ms [2021-08-20 18:03:02 main:574] : INFO : Epoch 1721 | loss: 0.0310661 | val_loss: 0.0311715 | Time: 4223.17 ms [2021-08-20 18:03:07 main:574] : INFO : Epoch 1722 | loss: 0.0310686 | val_loss: 0.0311901 | Time: 4165.41 ms [2021-08-20 18:03:11 main:574] : INFO : Epoch 1723 | loss: 0.0310699 | val_loss: 0.0311875 | Time: 4239.77 ms [2021-08-20 18:03:15 main:574] : INFO : Epoch 1724 | loss: 0.0310662 | val_loss: 0.0311815 | Time: 4261.02 ms [2021-08-20 18:03:19 main:574] : INFO : Epoch 1725 | loss: 0.031056 | val_loss: 0.0311791 | Time: 4199.75 ms [2021-08-20 18:03:24 main:574] : INFO : Epoch 1726 | loss: 0.0310571 | val_loss: 0.0311829 | Time: 4137.2 ms [2021-08-20 18:03:28 main:574] : INFO : Epoch 1727 | loss: 0.0310577 | val_loss: 0.0311739 | Time: 4229.54 ms [2021-08-20 18:03:32 main:574] : INFO : Epoch 1728 | loss: 0.0310564 | val_loss: 0.0311998 | Time: 4140.98 ms [2021-08-20 18:03:36 main:574] : INFO : Epoch 1729 | loss: 0.0310647 | val_loss: 0.0311771 | Time: 4234.88 ms [2021-08-20 18:03:40 main:574] : INFO : Epoch 1730 | loss: 0.0310621 | val_loss: 0.0311763 | Time: 4168.59 ms [2021-08-20 18:03:45 main:574] : INFO : Epoch 1731 | loss: 0.0310591 | val_loss: 0.0311897 | Time: 4190.2 ms [2021-08-20 18:03:49 main:574] : INFO : Epoch 1732 | loss: 0.0310577 | val_loss: 0.0311804 | Time: 4281.3 ms [2021-08-20 18:03:53 main:574] : INFO : Epoch 1733 | loss: 0.0310628 | val_loss: 0.0311802 | Time: 4359.03 ms [2021-08-20 18:03:58 main:574] : INFO : Epoch 1734 | loss: 0.0310668 | val_loss: 0.0311839 | Time: 4209.13 ms [2021-08-20 18:04:02 main:574] : INFO : Epoch 1735 | loss: 0.0310634 | val_loss: 0.0311846 | Time: 4462.17 ms [2021-08-20 18:04:06 main:574] : INFO : Epoch 1736 | loss: 0.0310657 | val_loss: 0.0311787 | Time: 4349 ms [2021-08-20 18:04:11 main:574] : INFO : Epoch 1737 | loss: 0.0310665 | val_loss: 0.0311791 | Time: 4320.71 ms [2021-08-20 18:04:15 main:574] : INFO : Epoch 1738 | loss: 0.0310652 | val_loss: 0.031177 | Time: 4255.69 ms [2021-08-20 18:04:19 main:574] : INFO : Epoch 1739 | loss: 0.0310643 | val_loss: 0.0311833 | Time: 4362.93 ms [2021-08-20 18:04:24 main:574] : INFO : Epoch 1740 | loss: 0.0310674 | val_loss: 0.0311812 | Time: 4308.67 ms [2021-08-20 18:04:28 main:574] : INFO : Epoch 1741 | loss: 0.0310648 | val_loss: 0.0311772 | Time: 4218.98 ms [2021-08-20 18:04:32 main:574] : INFO : Epoch 1742 | loss: 0.0310592 | val_loss: 0.0311795 | Time: 4123.02 ms [2021-08-20 18:04:36 main:574] : INFO : Epoch 1743 | loss: 0.0310602 | val_loss: 0.0311749 | Time: 4227.47 ms [2021-08-20 18:04:41 main:574] : INFO : Epoch 1744 | loss: 0.0310646 | val_loss: 0.0311858 | Time: 4350.84 ms [2021-08-20 18:04:45 main:574] : INFO : Epoch 1745 | loss: 0.0310679 | val_loss: 0.0311792 | Time: 4360.76 ms [2021-08-20 18:04:49 main:574] : INFO : Epoch 1746 | loss: 0.0310572 | val_loss: 0.0311907 | Time: 4234.01 ms [2021-08-20 18:04:54 main:574] : INFO : Epoch 1747 | loss: 0.0310568 | val_loss: 0.0311817 | Time: 4287.56 ms [2021-08-20 18:04:58 main:574] : INFO : Epoch 1748 | loss: 0.0310547 | val_loss: 0.0311951 | Time: 4190.95 ms [2021-08-20 18:05:02 main:574] : INFO : Epoch 1749 | loss: 0.0310642 | val_loss: 0.0311862 | Time: 4200.07 ms [2021-08-20 18:05:06 main:574] : INFO : Epoch 1750 | loss: 0.0310662 | val_loss: 0.0311901 | Time: 4115.25 ms [2021-08-20 18:05:10 main:574] : INFO : Epoch 1751 | loss: 0.0310621 | val_loss: 0.0311819 | Time: 4118.96 ms [2021-08-20 18:05:15 main:574] : INFO : Epoch 1752 | loss: 0.0310592 | val_loss: 0.0311885 | Time: 4308.89 ms [2021-08-20 18:05:19 main:574] : INFO : Epoch 1753 | loss: 0.0310588 | val_loss: 0.031192 | Time: 4117.64 ms [2021-08-20 18:05:23 main:574] : INFO : Epoch 1754 | loss: 0.0310628 | val_loss: 0.0311787 | Time: 4150.11 ms [2021-08-20 18:05:27 main:574] : INFO : Epoch 1755 | loss: 0.0310716 | val_loss: 0.0311938 | Time: 4200.71 ms [2021-08-20 18:05:31 main:574] : INFO : Epoch 1756 | loss: 0.0310739 | val_loss: 0.0312016 | Time: 4235.28 ms [2021-08-20 18:05:36 main:574] : INFO : Epoch 1757 | loss: 0.0310748 | val_loss: 0.0311693 | Time: 4221.85 ms [2021-08-20 18:05:40 main:574] : INFO : Epoch 1758 | loss: 0.0310684 | val_loss: 0.0311815 | Time: 4268.48 ms [2021-08-20 18:05:44 main:574] : INFO : Epoch 1759 | loss: 0.0310603 | val_loss: 0.0311824 | Time: 4174.15 ms [2021-08-20 18:05:48 main:574] : INFO : Epoch 1760 | loss: 0.0310613 | val_loss: 0.0311904 | Time: 4247.56 ms [2021-08-20 18:05:53 main:574] : INFO : Epoch 1761 | loss: 0.0310638 | val_loss: 0.0311816 | Time: 4204.71 ms [2021-08-20 18:05:57 main:574] : INFO : Epoch 1762 | loss: 0.0310618 | val_loss: 0.0311891 | Time: 4210.38 ms [2021-08-20 18:06:01 main:574] : INFO : Epoch 1763 | loss: 0.0310614 | val_loss: 0.0311793 | Time: 4167.67 ms [2021-08-20 18:06:05 main:574] : INFO : Epoch 1764 | loss: 0.0310878 | val_loss: 0.0311731 | Time: 4164.53 ms [2021-08-20 18:06:09 main:574] : INFO : Epoch 1765 | loss: 0.031079 | val_loss: 0.0311779 | Time: 4137.85 ms [2021-08-20 18:06:14 main:574] : INFO : Epoch 1766 | loss: 0.0310715 | val_loss: 0.0311806 | Time: 4181.48 ms [2021-08-20 18:06:18 main:574] : INFO : Epoch 1767 | loss: 0.0310668 | val_loss: 0.0311891 | Time: 4134.48 ms [2021-08-20 18:06:22 main:574] : INFO : Epoch 1768 | loss: 0.0310635 | val_loss: 0.0311747 | Time: 4136.28 ms [2021-08-20 18:06:26 main:574] : INFO : Epoch 1769 | loss: 0.0310631 | val_loss: 0.0311911 | Time: 4226.4 ms [2021-08-20 18:06:30 main:574] : INFO : Epoch 1770 | loss: 0.0310666 | val_loss: 0.0311864 | Time: 4075.24 ms [2021-08-20 18:06:34 main:574] : INFO : Epoch 1771 | loss: 0.0310633 | val_loss: 0.0311844 | Time: 4148.25 ms [2021-08-20 18:06:39 main:574] : INFO : Epoch 1772 | loss: 0.031059 | val_loss: 0.0311887 | Time: 4270.43 ms [2021-08-20 18:06:43 main:574] : INFO : Epoch 1773 | loss: 0.0310588 | val_loss: 0.0311874 | Time: 4195.81 ms [2021-08-20 18:06:47 main:574] : INFO : Epoch 1774 | loss: 0.0310615 | val_loss: 0.031188 | Time: 4186.84 ms [2021-08-20 18:06:51 main:574] : INFO : Epoch 1775 | loss: 0.0310624 | val_loss: 0.0311843 | Time: 4263.87 ms [2021-08-20 18:06:56 main:574] : INFO : Epoch 1776 | loss: 0.0310647 | val_loss: 0.0311873 | Time: 4184.25 ms [2021-08-20 18:07:00 main:574] : INFO : Epoch 1777 | loss: 0.0310639 | val_loss: 0.0311804 | Time: 4313.7 ms [2021-08-20 18:07:04 main:574] : INFO : Epoch 1778 | loss: 0.031059 | val_loss: 0.03119 | Time: 4223.13 ms [2021-08-20 18:07:09 main:574] : INFO : Epoch 1779 | loss: 0.0310565 | val_loss: 0.0311834 | Time: 4260.88 ms [2021-08-20 18:07:13 main:574] : INFO : Epoch 1780 | loss: 0.0310629 | val_loss: 0.0311846 | Time: 4236.94 ms [2021-08-20 18:07:17 main:574] : INFO : Epoch 1781 | loss: 0.0310669 | val_loss: 0.0311758 | Time: 4555.1 ms [2021-08-20 18:07:22 main:574] : INFO : Epoch 1782 | loss: 0.0310662 | val_loss: 0.0311832 | Time: 4131.14 ms [2021-08-20 18:07:26 main:574] : INFO : Epoch 1783 | loss: 0.0310627 | val_loss: 0.031188 | Time: 4272.5 ms [2021-08-20 18:07:30 main:574] : INFO : Epoch 1784 | loss: 0.0310607 | val_loss: 0.0312008 | Time: 4166.97 ms [2021-08-20 18:07:34 main:574] : INFO : Epoch 1785 | loss: 0.0310554 | val_loss: 0.0311769 | Time: 4262.35 ms [2021-08-20 18:07:39 main:574] : INFO : Epoch 1786 | loss: 0.0310531 | val_loss: 0.0311845 | Time: 4239.3 ms [2021-08-20 18:07:43 main:574] : INFO : Epoch 1787 | loss: 0.0310573 | val_loss: 0.0311906 | Time: 4227.02 ms [2021-08-20 18:07:47 main:574] : INFO : Epoch 1788 | loss: 0.0310592 | val_loss: 0.0311871 | Time: 4216.65 ms [2021-08-20 18:07:51 main:574] : INFO : Epoch 1789 | loss: 0.0310658 | val_loss: 0.0311819 | Time: 4233.38 ms [2021-08-20 18:07:56 main:574] : INFO : Epoch 1790 | loss: 0.0310596 | val_loss: 0.0311763 | Time: 4339.99 ms [2021-08-20 18:08:00 main:574] : INFO : Epoch 1791 | loss: 0.031062 | val_loss: 0.0311792 | Time: 4153.72 ms [2021-08-20 18:08:04 main:574] : INFO : Epoch 1792 | loss: 0.0310598 | val_loss: 0.031189 | Time: 4167.31 ms [2021-08-20 18:08:08 main:574] : INFO : Epoch 1793 | loss: 0.0310582 | val_loss: 0.0312004 | Time: 4154.03 ms [2021-08-20 18:08:12 main:574] : INFO : Epoch 1794 | loss: 0.0310592 | val_loss: 0.0311986 | Time: 4076.87 ms [2021-08-20 18:08:16 main:574] : INFO : Epoch 1795 | loss: 0.0310581 | val_loss: 0.0311835 | Time: 4078.48 ms [2021-08-20 18:08:21 main:574] : INFO : Epoch 1796 | loss: 0.0310536 | val_loss: 0.0311855 | Time: 4194.29 ms [2021-08-20 18:08:25 main:574] : INFO : Epoch 1797 | loss: 0.0310559 | val_loss: 0.0311834 | Time: 4254.14 ms [2021-08-20 18:08:29 main:574] : INFO : Epoch 1798 | loss: 0.0310607 | val_loss: 0.0311763 | Time: 4273.37 ms [2021-08-20 18:08:33 main:574] : INFO : Epoch 1799 | loss: 0.0310591 | val_loss: 0.031193 | Time: 4158.35 ms [2021-08-20 18:08:38 main:574] : INFO : Epoch 1800 | loss: 0.0310627 | val_loss: 0.0311872 | Time: 4234.46 ms [2021-08-20 18:08:42 main:574] : INFO : Epoch 1801 | loss: 0.031063 | val_loss: 0.0311766 | Time: 4131.27 ms [2021-08-20 18:08:46 main:574] : INFO : Epoch 1802 | loss: 0.0310571 | val_loss: 0.0311912 | Time: 4167.45 ms [2021-08-20 18:08:50 main:574] : INFO : Epoch 1803 | loss: 0.0310554 | val_loss: 0.0311855 | Time: 4230.34 ms [2021-08-20 18:08:54 main:574] : INFO : Epoch 1804 | loss: 0.0310543 | val_loss: 0.0312014 | Time: 4256.38 ms [2021-08-20 18:08:59 main:574] : INFO : Epoch 1805 | loss: 0.0310609 | val_loss: 0.0311825 | Time: 4270.35 ms [2021-08-20 18:09:03 main:574] : INFO : Epoch 1806 | loss: 0.0310522 | val_loss: 0.0311882 | Time: 4206.81 ms [2021-08-20 18:09:07 main:574] : INFO : Epoch 1807 | loss: 0.0310591 | val_loss: 0.0311876 | Time: 4203.56 ms [2021-08-20 18:09:12 main:574] : INFO : Epoch 1808 | loss: 0.0310605 | val_loss: 0.0311886 | Time: 4252.96 ms [2021-08-20 18:09:16 main:574] : INFO : Epoch 1809 | loss: 0.0310605 | val_loss: 0.0311853 | Time: 4184.21 ms [2021-08-20 18:09:20 main:574] : INFO : Epoch 1810 | loss: 0.0310579 | val_loss: 0.031195 | Time: 4213.23 ms [2021-08-20 18:09:24 main:574] : INFO : Epoch 1811 | loss: 0.0310562 | val_loss: 0.0311893 | Time: 4210.99 ms [2021-08-20 18:09:28 main:574] : INFO : Epoch 1812 | loss: 0.0310608 | val_loss: 0.0311881 | Time: 4099.34 ms [2021-08-20 18:09:33 main:574] : INFO : Epoch 1813 | loss: 0.0310575 | val_loss: 0.0311888 | Time: 4192.09 ms [2021-08-20 18:09:37 main:574] : INFO : Epoch 1814 | loss: 0.0310549 | val_loss: 0.0311915 | Time: 4162.1 ms [2021-08-20 18:09:41 main:574] : INFO : Epoch 1815 | loss: 0.0310557 | val_loss: 0.031192 | Time: 4150.07 ms [2021-08-20 18:09:45 main:574] : INFO : Epoch 1816 | loss: 0.0310571 | val_loss: 0.0311821 | Time: 4178.78 ms [2021-08-20 18:09:49 main:574] : INFO : Epoch 1817 | loss: 0.031054 | val_loss: 0.0312001 | Time: 4156.22 ms [2021-08-20 18:09:54 main:574] : INFO : Epoch 1818 | loss: 0.0310557 | val_loss: 0.0311843 | Time: 4280.53 ms [2021-08-20 18:09:58 main:574] : INFO : Epoch 1819 | loss: 0.0310529 | val_loss: 0.0311827 | Time: 4194.54 ms [2021-08-20 18:10:02 main:574] : INFO : Epoch 1820 | loss: 0.0310516 | val_loss: 0.0311943 | Time: 4195.56 ms [2021-08-20 18:10:06 main:574] : INFO : Epoch 1821 | loss: 0.0310566 | val_loss: 0.0311823 | Time: 4061.85 ms [2021-08-20 18:10:10 main:574] : INFO : Epoch 1822 | loss: 0.0310686 | val_loss: 0.0311874 | Time: 4053.3 ms [2021-08-20 18:10:14 main:574] : INFO : Epoch 1823 | loss: 0.031062 | val_loss: 0.0311844 | Time: 4083.86 ms [2021-08-20 18:10:18 main:574] : INFO : Epoch 1824 | loss: 0.0310554 | val_loss: 0.0311945 | Time: 4175.69 ms [2021-08-20 18:10:23 main:574] : INFO : Epoch 1825 | loss: 0.0310586 | val_loss: 0.0311943 | Time: 4124.52 ms [2021-08-20 18:10:27 main:574] : INFO : Epoch 1826 | loss: 0.0310582 | val_loss: 0.0311821 | Time: 4194.91 ms [2021-08-20 18:10:31 main:574] : INFO : Epoch 1827 | loss: 0.0310564 | val_loss: 0.031187 | Time: 4180.12 ms [2021-08-20 18:10:35 main:574] : INFO : Epoch 1828 | loss: 0.0310654 | val_loss: 0.0311841 | Time: 4164.65 ms [2021-08-20 18:10:39 main:574] : INFO : Epoch 1829 | loss: 0.0310634 | val_loss: 0.0311912 | Time: 4172.02 ms [2021-08-20 18:10:44 main:574] : INFO : Epoch 1830 | loss: 0.0310628 | val_loss: 0.0311894 | Time: 4212.87 ms [2021-08-20 18:10:48 main:574] : INFO : Epoch 1831 | loss: 0.0310586 | val_loss: 0.0311811 | Time: 4160.1 ms [2021-08-20 18:10:52 main:574] : INFO : Epoch 1832 | loss: 0.0310613 | val_loss: 0.0311883 | Time: 4095.06 ms [2021-08-20 18:10:56 main:574] : INFO : Epoch 1833 | loss: 0.0310673 | val_loss: 0.0311744 | Time: 4207.85 ms [2021-08-20 18:11:00 main:574] : INFO : Epoch 1834 | loss: 0.0310634 | val_loss: 0.0311822 | Time: 4173.57 ms [2021-08-20 18:11:05 main:574] : INFO : Epoch 1835 | loss: 0.0310614 | val_loss: 0.0311892 | Time: 4111.82 ms [2021-08-20 18:11:09 main:574] : INFO : Epoch 1836 | loss: 0.0310554 | val_loss: 0.0311796 | Time: 4238.25 ms [2021-08-20 18:11:13 main:574] : INFO : Epoch 1837 | loss: 0.0310525 | val_loss: 0.0311934 | Time: 4217.16 ms [2021-08-20 18:11:17 main:574] : INFO : Epoch 1838 | loss: 0.0310704 | val_loss: 0.0311904 | Time: 4236.03 ms [2021-08-20 18:11:21 main:574] : INFO : Epoch 1839 | loss: 0.0310736 | val_loss: 0.0311682 | Time: 4166.16 ms [2021-08-20 18:11:26 main:574] : INFO : Epoch 1840 | loss: 0.0310672 | val_loss: 0.0311913 | Time: 4250.6 ms [2021-08-20 18:11:30 main:574] : INFO : Epoch 1841 | loss: 0.0310603 | val_loss: 0.0311768 | Time: 4111.56 ms [2021-08-20 18:11:34 main:574] : INFO : Epoch 1842 | loss: 0.0310586 | val_loss: 0.0311929 | Time: 4258.83 ms [2021-08-20 18:11:38 main:574] : INFO : Epoch 1843 | loss: 0.0310544 | val_loss: 0.0311939 | Time: 4179.8 ms [2021-08-20 18:11:43 main:574] : INFO : Epoch 1844 | loss: 0.0310559 | val_loss: 0.0311764 | Time: 4242.4 ms [2021-08-20 18:11:47 main:574] : INFO : Epoch 1845 | loss: 0.0310611 | val_loss: 0.0311842 | Time: 4120.05 ms [2021-08-20 18:11:51 main:574] : INFO : Epoch 1846 | loss: 0.0310581 | val_loss: 0.0311956 | Time: 4196.23 ms [2021-08-20 18:11:55 main:574] : INFO : Epoch 1847 | loss: 0.0310569 | val_loss: 0.0311897 | Time: 4093.89 ms [2021-08-20 18:11:59 main:574] : INFO : Epoch 1848 | loss: 0.0310607 | val_loss: 0.0311712 | Time: 4209.88 ms [2021-08-20 18:12:04 main:574] : INFO : Epoch 1849 | loss: 0.0310596 | val_loss: 0.0311966 | Time: 4305.96 ms [2021-08-20 18:12:08 main:574] : INFO : Epoch 1850 | loss: 0.0310598 | val_loss: 0.0311848 | Time: 4204.04 ms [2021-08-20 18:12:12 main:574] : INFO : Epoch 1851 | loss: 0.0310574 | val_loss: 0.0311937 | Time: 4141.26 ms [2021-08-20 18:12:16 main:574] : INFO : Epoch 1852 | loss: 0.0310575 | val_loss: 0.031189 | Time: 4289.74 ms [2021-08-20 18:12:20 main:574] : INFO : Epoch 1853 | loss: 0.0310542 | val_loss: 0.0311877 | Time: 4115.37 ms [2021-08-20 18:12:25 main:574] : INFO : Epoch 1854 | loss: 0.0310568 | val_loss: 0.0311835 | Time: 4222.3 ms [2021-08-20 18:12:29 main:574] : INFO : Epoch 1855 | loss: 0.0310569 | val_loss: 0.0311902 | Time: 4190.5 ms [2021-08-20 18:12:33 main:574] : INFO : Epoch 1856 | loss: 0.0310599 | val_loss: 0.0311847 | Time: 4181.27 ms [2021-08-20 18:12:37 main:574] : INFO : Epoch 1857 | loss: 0.031062 | val_loss: 0.0311957 | Time: 4299.56 ms [2021-08-20 18:12:42 main:574] : INFO : Epoch 1858 | loss: 0.0310574 | val_loss: 0.0311974 | Time: 4150.92 ms [2021-08-20 18:12:46 main:574] : INFO : Epoch 1859 | loss: 0.0310586 | val_loss: 0.0311847 | Time: 4188.79 ms [2021-08-20 18:12:50 main:574] : INFO : Epoch 1860 | loss: 0.0310554 | val_loss: 0.0311972 | Time: 4268.01 ms [2021-08-20 18:12:54 main:574] : INFO : Epoch 1861 | loss: 0.0310476 | val_loss: 0.0311945 | Time: 4226.19 ms [2021-08-20 18:12:58 main:574] : INFO : Epoch 1862 | loss: 0.0310516 | val_loss: 0.0311872 | Time: 4176.81 ms [2021-08-20 18:13:03 main:574] : INFO : Epoch 1863 | loss: 0.0310596 | val_loss: 0.0311961 | Time: 4325.98 ms [2021-08-20 18:13:07 main:574] : INFO : Epoch 1864 | loss: 0.0310556 | val_loss: 0.0311925 | Time: 4186.88 ms [2021-08-20 18:13:11 main:574] : INFO : Epoch 1865 | loss: 0.0310532 | val_loss: 0.0311822 | Time: 4180.97 ms [2021-08-20 18:13:15 main:574] : INFO : Epoch 1866 | loss: 0.0310585 | val_loss: 0.0311946 | Time: 4109.18 ms [2021-08-20 18:13:20 main:574] : INFO : Epoch 1867 | loss: 0.0310595 | val_loss: 0.031185 | Time: 4172.82 ms [2021-08-20 18:13:24 main:574] : INFO : Epoch 1868 | loss: 0.0310684 | val_loss: 0.0311737 | Time: 4237.83 ms [2021-08-20 18:13:28 main:574] : INFO : Epoch 1869 | loss: 0.0310681 | val_loss: 0.0311908 | Time: 4298.86 ms [2021-08-20 18:13:32 main:574] : INFO : Epoch 1870 | loss: 0.0310627 | val_loss: 0.0311736 | Time: 4249.15 ms [2021-08-20 18:13:37 main:574] : INFO : Epoch 1871 | loss: 0.0310636 | val_loss: 0.0311968 | Time: 4070.12 ms [2021-08-20 18:13:41 main:574] : INFO : Epoch 1872 | loss: 0.0310614 | val_loss: 0.0311854 | Time: 4153.52 ms [2021-08-20 18:13:45 main:574] : INFO : Epoch 1873 | loss: 0.0310574 | val_loss: 0.0311873 | Time: 4208.55 ms [2021-08-20 18:13:49 main:574] : INFO : Epoch 1874 | loss: 0.0310646 | val_loss: 0.0311743 | Time: 4207.57 ms [2021-08-20 18:13:53 main:574] : INFO : Epoch 1875 | loss: 0.0310715 | val_loss: 0.031184 | Time: 4124.46 ms [2021-08-20 18:13:58 main:574] : INFO : Epoch 1876 | loss: 0.0310614 | val_loss: 0.0311924 | Time: 4210.37 ms [2021-08-20 18:14:02 main:574] : INFO : Epoch 1877 | loss: 0.0310596 | val_loss: 0.0311975 | Time: 4230.77 ms [2021-08-20 18:14:06 main:574] : INFO : Epoch 1878 | loss: 0.0310545 | val_loss: 0.0311817 | Time: 4202.56 ms [2021-08-20 18:14:10 main:574] : INFO : Epoch 1879 | loss: 0.031053 | val_loss: 0.0311936 | Time: 4151.2 ms [2021-08-20 18:14:14 main:574] : INFO : Epoch 1880 | loss: 0.031061 | val_loss: 0.0311836 | Time: 4204.61 ms [2021-08-20 18:14:19 main:574] : INFO : Epoch 1881 | loss: 0.0310603 | val_loss: 0.0311875 | Time: 4142.89 ms [2021-08-20 18:14:23 main:574] : INFO : Epoch 1882 | loss: 0.0310573 | val_loss: 0.031177 | Time: 4142.82 ms [2021-08-20 18:14:27 main:574] : INFO : Epoch 1883 | loss: 0.0310604 | val_loss: 0.0311912 | Time: 4076.56 ms [2021-08-20 18:14:31 main:574] : INFO : Epoch 1884 | loss: 0.0310891 | val_loss: 0.0311764 | Time: 4255.99 ms [2021-08-20 18:14:35 main:574] : INFO : Epoch 1885 | loss: 0.0311383 | val_loss: 0.031168 | Time: 4187.45 ms [2021-08-20 18:14:40 main:574] : INFO : Epoch 1886 | loss: 0.0311173 | val_loss: 0.0311648 | Time: 4216.68 ms [2021-08-20 18:14:44 main:574] : INFO : Epoch 1887 | loss: 0.0310963 | val_loss: 0.0311614 | Time: 4172.29 ms [2021-08-20 18:14:48 main:574] : INFO : Epoch 1888 | loss: 0.0310859 | val_loss: 0.0311707 | Time: 4066.2 ms [2021-08-20 18:14:52 main:574] : INFO : Epoch 1889 | loss: 0.0310861 | val_loss: 0.0311765 | Time: 4125.89 ms [2021-08-20 18:14:56 main:574] : INFO : Epoch 1890 | loss: 0.0310787 | val_loss: 0.0311827 | Time: 4261.63 ms [2021-08-20 18:15:00 main:574] : INFO : Epoch 1891 | loss: 0.0310705 | val_loss: 0.0311826 | Time: 4200.9 ms [2021-08-20 18:15:05 main:574] : INFO : Epoch 1892 | loss: 0.0310635 | val_loss: 0.0311788 | Time: 4232.59 ms [2021-08-20 18:15:09 main:574] : INFO : Epoch 1893 | loss: 0.0310589 | val_loss: 0.0311837 | Time: 4274.32 ms [2021-08-20 18:15:13 main:574] : INFO : Epoch 1894 | loss: 0.0310577 | val_loss: 0.0311896 | Time: 4234.84 ms [2021-08-20 18:15:17 main:574] : INFO : Epoch 1895 | loss: 0.0310528 | val_loss: 0.0311843 | Time: 4165.44 ms [2021-08-20 18:15:22 main:574] : INFO : Epoch 1896 | loss: 0.0310555 | val_loss: 0.0311853 | Time: 4225.44 ms [2021-08-20 18:15:26 main:574] : INFO : Epoch 1897 | loss: 0.0310581 | val_loss: 0.0311878 | Time: 4211.82 ms [2021-08-20 18:15:30 main:574] : INFO : Epoch 1898 | loss: 0.0310596 | val_loss: 0.0311802 | Time: 4185.25 ms [2021-08-20 18:15:34 main:574] : INFO : Epoch 1899 | loss: 0.0310583 | val_loss: 0.0311813 | Time: 4349.25 ms [2021-08-20 18:15:39 main:574] : INFO : Epoch 1900 | loss: 0.0310604 | val_loss: 0.0311889 | Time: 4250.21 ms [2021-08-20 18:15:43 main:574] : INFO : Epoch 1901 | loss: 0.0310624 | val_loss: 0.0311754 | Time: 4142.98 ms [2021-08-20 18:15:47 main:574] : INFO : Epoch 1902 | loss: 0.0310593 | val_loss: 0.0311954 | Time: 4248.3 ms [2021-08-20 18:15:52 main:574] : INFO : Epoch 1903 | loss: 0.0310556 | val_loss: 0.0311911 | Time: 4314.24 ms [2021-08-20 18:15:56 main:574] : INFO : Epoch 1904 | loss: 0.0310547 | val_loss: 0.0311929 | Time: 4286.57 ms [2021-08-20 18:16:00 main:574] : INFO : Epoch 1905 | loss: 0.0310526 | val_loss: 0.0311863 | Time: 4205.17 ms [2021-08-20 18:16:04 main:574] : INFO : Epoch 1906 | loss: 0.0310597 | val_loss: 0.0311988 | Time: 4136.69 ms [2021-08-20 18:16:08 main:574] : INFO : Epoch 1907 | loss: 0.0310638 | val_loss: 0.0311828 | Time: 4171.14 ms [2021-08-20 18:16:13 main:574] : INFO : Epoch 1908 | loss: 0.0310592 | val_loss: 0.0311934 | Time: 4200.46 ms [2021-08-20 18:16:17 main:574] : INFO : Epoch 1909 | loss: 0.0310553 | val_loss: 0.0311977 | Time: 4210.26 ms [2021-08-20 18:16:21 main:574] : INFO : Epoch 1910 | loss: 0.0310532 | val_loss: 0.0311903 | Time: 4197.53 ms [2021-08-20 18:16:25 main:574] : INFO : Epoch 1911 | loss: 0.0310601 | val_loss: 0.0311978 | Time: 4113.35 ms [2021-08-20 18:16:29 main:574] : INFO : Epoch 1912 | loss: 0.0310657 | val_loss: 0.0311979 | Time: 4149.94 ms [2021-08-20 18:16:34 main:574] : INFO : Epoch 1913 | loss: 0.0310638 | val_loss: 0.0311877 | Time: 4167.18 ms [2021-08-20 18:16:38 main:574] : INFO : Epoch 1914 | loss: 0.0310706 | val_loss: 0.0311843 | Time: 4187.87 ms [2021-08-20 18:16:42 main:574] : INFO : Epoch 1915 | loss: 0.0310664 | val_loss: 0.0311851 | Time: 4215.3 ms [2021-08-20 18:16:46 main:574] : INFO : Epoch 1916 | loss: 0.0310613 | val_loss: 0.0311868 | Time: 4208.07 ms [2021-08-20 18:16:51 main:574] : INFO : Epoch 1917 | loss: 0.0310597 | val_loss: 0.0311938 | Time: 4249.2 ms [2021-08-20 18:16:55 main:574] : INFO : Epoch 1918 | loss: 0.0310622 | val_loss: 0.031176 | Time: 4281.22 ms [2021-08-20 18:16:59 main:574] : INFO : Epoch 1919 | loss: 0.0310581 | val_loss: 0.0312013 | Time: 4230.65 ms [2021-08-20 18:17:03 main:574] : INFO : Epoch 1920 | loss: 0.0310597 | val_loss: 0.0311873 | Time: 4150.03 ms [2021-08-20 18:17:07 main:574] : INFO : Epoch 1921 | loss: 0.0310571 | val_loss: 0.0311827 | Time: 4035.84 ms [2021-08-20 18:17:12 main:574] : INFO : Epoch 1922 | loss: 0.0310616 | val_loss: 0.0311918 | Time: 4185.16 ms [2021-08-20 18:17:16 main:574] : INFO : Epoch 1923 | loss: 0.0310566 | val_loss: 0.0311898 | Time: 4132.35 ms [2021-08-20 18:17:20 main:574] : INFO : Epoch 1924 | loss: 0.0310529 | val_loss: 0.0311964 | Time: 4247.19 ms [2021-08-20 18:17:24 main:574] : INFO : Epoch 1925 | loss: 0.0310579 | val_loss: 0.0311957 | Time: 4139.08 ms [2021-08-20 18:17:28 main:574] : INFO : Epoch 1926 | loss: 0.0310665 | val_loss: 0.0311866 | Time: 4119.5 ms [2021-08-20 18:17:33 main:574] : INFO : Epoch 1927 | loss: 0.0310682 | val_loss: 0.0311763 | Time: 4223.92 ms [2021-08-20 18:17:37 main:574] : INFO : Epoch 1928 | loss: 0.031071 | val_loss: 0.0311758 | Time: 4358 ms [2021-08-20 18:17:41 main:574] : INFO : Epoch 1929 | loss: 0.0310661 | val_loss: 0.0311885 | Time: 4210.17 ms [2021-08-20 18:17:45 main:574] : INFO : Epoch 1930 | loss: 0.0310761 | val_loss: 0.0311731 | Time: 4293.81 ms [2021-08-20 18:17:50 main:574] : INFO : Epoch 1931 | loss: 0.0310689 | val_loss: 0.0311858 | Time: 4205.57 ms [2021-08-20 18:17:54 main:574] : INFO : Epoch 1932 | loss: 0.0310606 | val_loss: 0.0311903 | Time: 4281.27 ms [2021-08-20 18:17:58 main:574] : INFO : Epoch 1933 | loss: 0.031056 | val_loss: 0.0311829 | Time: 4189.12 ms [2021-08-20 18:18:02 main:574] : INFO : Epoch 1934 | loss: 0.0310585 | val_loss: 0.0311789 | Time: 4274.31 ms [2021-08-20 18:18:07 main:574] : INFO : Epoch 1935 | loss: 0.0310587 | val_loss: 0.0311896 | Time: 4266.78 ms [2021-08-20 18:18:11 main:574] : INFO : Epoch 1936 | loss: 0.0310655 | val_loss: 0.0311837 | Time: 4231.9 ms [2021-08-20 18:18:15 main:574] : INFO : Epoch 1937 | loss: 0.0310618 | val_loss: 0.0311946 | Time: 4189.16 ms [2021-08-20 18:18:19 main:574] : INFO : Epoch 1938 | loss: 0.0310679 | val_loss: 0.0311778 | Time: 4182.88 ms [2021-08-20 18:18:24 main:574] : INFO : Epoch 1939 | loss: 0.0310664 | val_loss: 0.0311738 | Time: 4149.92 ms [2021-08-20 18:18:28 main:574] : INFO : Epoch 1940 | loss: 0.0310688 | val_loss: 0.0311802 | Time: 4214.34 ms [2021-08-20 18:18:32 main:574] : INFO : Epoch 1941 | loss: 0.0310686 | val_loss: 0.0311784 | Time: 4119.19 ms [2021-08-20 18:18:36 main:574] : INFO : Epoch 1942 | loss: 0.0310637 | val_loss: 0.0311744 | Time: 4247.28 ms [2021-08-20 18:18:41 main:574] : INFO : Epoch 1943 | loss: 0.0310619 | val_loss: 0.0311895 | Time: 4364.86 ms [2021-08-20 18:18:45 main:574] : INFO : Epoch 1944 | loss: 0.0310581 | val_loss: 0.0311803 | Time: 4242.99 ms [2021-08-20 18:18:49 main:574] : INFO : Epoch 1945 | loss: 0.0310532 | val_loss: 0.0312021 | Time: 4170.76 ms [2021-08-20 18:18:53 main:574] : INFO : Epoch 1946 | loss: 0.0310601 | val_loss: 0.031184 | Time: 4241.86 ms [2021-08-20 18:18:58 main:574] : INFO : Epoch 1947 | loss: 0.0310507 | val_loss: 0.0311884 | Time: 4137.64 ms [2021-08-20 18:19:02 main:574] : INFO : Epoch 1948 | loss: 0.0310592 | val_loss: 0.0311911 | Time: 4252.68 ms [2021-08-20 18:19:06 main:574] : INFO : Epoch 1949 | loss: 0.0310551 | val_loss: 0.0311874 | Time: 4390.31 ms [2021-08-20 18:19:10 main:574] : INFO : Epoch 1950 | loss: 0.0310564 | val_loss: 0.0311926 | Time: 4255.42 ms [2021-08-20 18:19:15 main:574] : INFO : Epoch 1951 | loss: 0.0310544 | val_loss: 0.0311882 | Time: 4250.32 ms [2021-08-20 18:19:19 main:574] : INFO : Epoch 1952 | loss: 0.0310526 | val_loss: 0.0311936 | Time: 4284.79 ms [2021-08-20 18:19:23 main:574] : INFO : Epoch 1953 | loss: 0.0310544 | val_loss: 0.0311974 | Time: 4253.49 ms [2021-08-20 18:19:28 main:574] : INFO : Epoch 1954 | loss: 0.0310529 | val_loss: 0.0311983 | Time: 4244.65 ms [2021-08-20 18:19:32 main:574] : INFO : Epoch 1955 | loss: 0.0310561 | val_loss: 0.0311986 | Time: 4200.22 ms [2021-08-20 18:19:36 main:574] : INFO : Epoch 1956 | loss: 0.0310599 | val_loss: 0.0311778 | Time: 4241.38 ms [2021-08-20 18:19:40 main:574] : INFO : Epoch 1957 | loss: 0.0310653 | val_loss: 0.0311839 | Time: 4145.73 ms [2021-08-20 18:19:44 main:574] : INFO : Epoch 1958 | loss: 0.0310653 | val_loss: 0.0311762 | Time: 4222.95 ms [2021-08-20 18:19:49 main:574] : INFO : Epoch 1959 | loss: 0.0311948 | val_loss: 0.031256 | Time: 4203.28 ms [2021-08-20 18:19:53 main:574] : INFO : Epoch 1960 | loss: 0.0312362 | val_loss: 0.0312269 | Time: 4188.47 ms [2021-08-20 18:19:57 main:574] : INFO : Epoch 1961 | loss: 0.0312177 | val_loss: 0.03122 | Time: 4237.22 ms [2021-08-20 18:20:01 main:574] : INFO : Epoch 1962 | loss: 0.0312061 | val_loss: 0.031203 | Time: 4205.69 ms [2021-08-20 18:20:06 main:574] : INFO : Epoch 1963 | loss: 0.0311889 | val_loss: 0.031184 | Time: 4156.27 ms [2021-08-20 18:20:10 main:574] : INFO : Epoch 1964 | loss: 0.0311798 | val_loss: 0.031183 | Time: 4139.47 ms [2021-08-20 18:20:14 main:574] : INFO : Epoch 1965 | loss: 0.0311724 | val_loss: 0.0311739 | Time: 4185.16 ms [2021-08-20 18:20:18 main:574] : INFO : Epoch 1966 | loss: 0.0311687 | val_loss: 0.0311779 | Time: 4159.12 ms [2021-08-20 18:20:25 main:574] : INFO : Epoch 1967 | loss: 0.0311627 | val_loss: 0.0311713 | Time: 7083.16 ms [2021-08-20 18:20:32 main:574] : INFO : Epoch 1968 | loss: 0.0311606 | val_loss: 0.0311738 | Time: 6566.33 ms [2021-08-20 18:20:38 main:574] : INFO : Epoch 1969 | loss: 0.0311595 | val_loss: 0.0311712 | Time: 5993.59 ms [2021-08-20 18:20:44 main:574] : INFO : Epoch 1970 | loss: 0.0311568 | val_loss: 0.0311698 | Time: 5732.75 ms [2021-08-20 18:20:49 main:574] : INFO : Epoch 1971 | loss: 0.0311544 | val_loss: 0.031167 | Time: 5660.31 ms [2021-08-20 18:20:55 main:574] : INFO : Epoch 1972 | loss: 0.0311516 | val_loss: 0.0311698 | Time: 5718.53 ms [2021-08-20 18:21:00 main:574] : INFO : Epoch 1973 | loss: 0.0311509 | val_loss: 0.0311664 | Time: 4851.7 ms [2021-08-20 18:21:05 main:574] : INFO : Epoch 1974 | loss: 0.0311499 | val_loss: 0.0311667 | Time: 4928.74 ms [2021-08-20 18:21:10 main:574] : INFO : Epoch 1975 | loss: 0.0311482 | val_loss: 0.0311664 | Time: 4749.27 ms [2021-08-20 18:21:14 main:574] : INFO : Epoch 1976 | loss: 0.031145 | val_loss: 0.0311797 | Time: 4302.88 ms [2021-08-20 18:21:19 main:574] : INFO : Epoch 1977 | loss: 0.0311498 | val_loss: 0.0311743 | Time: 4940.5 ms [2021-08-20 18:21:24 main:574] : INFO : Epoch 1978 | loss: 0.0311435 | val_loss: 0.0311681 | Time: 5046.34 ms [2021-08-20 18:21:29 main:574] : INFO : Epoch 1979 | loss: 0.0311414 | val_loss: 0.0311675 | Time: 5029.81 ms [2021-08-20 18:21:34 main:574] : INFO : Epoch 1980 | loss: 0.0311412 | val_loss: 0.0311646 | Time: 4817.39 ms [2021-08-20 18:21:39 main:574] : INFO : Epoch 1981 | loss: 0.0311422 | val_loss: 0.0311648 | Time: 4808.38 ms [2021-08-20 18:21:43 main:574] : INFO : Epoch 1982 | loss: 0.0311403 | val_loss: 0.0311661 | Time: 4655.68 ms [2021-08-20 18:21:48 main:574] : INFO : Epoch 1983 | loss: 0.0311372 | val_loss: 0.0311646 | Time: 4712.91 ms [2021-08-20 18:21:53 main:574] : INFO : Epoch 1984 | loss: 0.0311362 | val_loss: 0.0311639 | Time: 4619.03 ms [2021-08-20 18:21:58 main:574] : INFO : Epoch 1985 | loss: 0.0311328 | val_loss: 0.0311687 | Time: 4757.72 ms [2021-08-20 18:22:02 main:574] : INFO : Epoch 1986 | loss: 0.0311327 | val_loss: 0.0311733 | Time: 4384.09 ms [2021-08-20 18:22:07 main:574] : INFO : Epoch 1987 | loss: 0.0311391 | val_loss: 0.0311661 | Time: 4255.03 ms [2021-08-20 18:22:11 main:574] : INFO : Epoch 1988 | loss: 0.0311379 | val_loss: 0.0311659 | Time: 4258.56 ms [2021-08-20 18:22:15 main:574] : INFO : Epoch 1989 | loss: 0.0311333 | val_loss: 0.0311671 | Time: 4265.08 ms [2021-08-20 18:22:20 main:574] : INFO : Epoch 1990 | loss: 0.0311335 | val_loss: 0.0311679 | Time: 4349.89 ms [2021-08-20 18:22:24 main:574] : INFO : Epoch 1991 | loss: 0.0311325 | val_loss: 0.0311705 | Time: 4275.09 ms [2021-08-20 18:22:28 main:574] : INFO : Epoch 1992 | loss: 0.0311346 | val_loss: 0.0311663 | Time: 4373.58 ms [2021-08-20 18:22:33 main:574] : INFO : Epoch 1993 | loss: 0.0311344 | val_loss: 0.0311636 | Time: 4242.98 ms [2021-08-20 18:22:37 main:574] : INFO : Epoch 1994 | loss: 0.0311486 | val_loss: 0.0311662 | Time: 4400.69 ms [2021-08-20 18:22:41 main:574] : INFO : Epoch 1995 | loss: 0.0311413 | val_loss: 0.0311622 | Time: 4344.78 ms [2021-08-20 18:22:46 main:574] : INFO : Epoch 1996 | loss: 0.0311409 | val_loss: 0.031165 | Time: 4240.55 ms [2021-08-20 18:22:50 main:574] : INFO : Epoch 1997 | loss: 0.0311389 | val_loss: 0.0311657 | Time: 4324.8 ms [2021-08-20 18:22:54 main:574] : INFO : Epoch 1998 | loss: 0.0311356 | val_loss: 0.0311607 | Time: 4308.38 ms [2021-08-20 18:22:58 main:574] : INFO : Epoch 1999 | loss: 0.0311346 | val_loss: 0.0311591 | Time: 4117.92 ms [2021-08-20 18:23:03 main:574] : INFO : Epoch 2000 | loss: 0.0311332 | val_loss: 0.0311605 | Time: 4265.73 ms [2021-08-20 18:23:07 main:574] : INFO : Epoch 2001 | loss: 0.0311322 | val_loss: 0.0311605 | Time: 4688.17 ms [2021-08-20 18:23:11 main:574] : INFO : Epoch 2002 | loss: 0.0311315 | val_loss: 0.0311575 | Time: 4068.59 ms [2021-08-20 18:23:16 main:574] : INFO : Epoch 2003 | loss: 0.0311306 | val_loss: 0.0311565 | Time: 4170.05 ms [2021-08-20 18:23:20 main:574] : INFO : Epoch 2004 | loss: 0.0311284 | val_loss: 0.0311564 | Time: 4194.78 ms [2021-08-20 18:23:24 main:574] : INFO : Epoch 2005 | loss: 0.0311279 | val_loss: 0.031158 | Time: 4239.61 ms [2021-08-20 18:23:28 main:574] : INFO : Epoch 2006 | loss: 0.0311285 | val_loss: 0.0311573 | Time: 4165.59 ms [2021-08-20 18:23:32 main:574] : INFO : Epoch 2007 | loss: 0.0311285 | val_loss: 0.0311596 | Time: 4259.46 ms [2021-08-20 18:23:37 main:574] : INFO : Epoch 2008 | loss: 0.0311274 | val_loss: 0.0311579 | Time: 4155.91 ms [2021-08-20 18:23:41 main:574] : INFO : Epoch 2009 | loss: 0.0311284 | val_loss: 0.0311634 | Time: 4315.46 ms [2021-08-20 18:23:45 main:574] : INFO : Epoch 2010 | loss: 0.0311275 | val_loss: 0.0311591 | Time: 4344.54 ms [2021-08-20 18:23:50 main:574] : INFO : Epoch 2011 | loss: 0.031123 | val_loss: 0.0311671 | Time: 4360.85 ms [2021-08-20 18:23:54 main:574] : INFO : Epoch 2012 | loss: 0.0311256 | val_loss: 0.0311587 | Time: 4661.58 ms [2021-08-20 18:23:59 main:574] : INFO : Epoch 2013 | loss: 0.0311241 | val_loss: 0.0311603 | Time: 4318.82 ms [2021-08-20 18:24:03 main:574] : INFO : Epoch 2014 | loss: 0.0311222 | val_loss: 0.0311609 | Time: 4253.21 ms [2021-08-20 18:24:07 main:574] : INFO : Epoch 2015 | loss: 0.0311237 | val_loss: 0.0311604 | Time: 4145.4 ms [2021-08-20 18:24:11 main:574] : INFO : Epoch 2016 | loss: 0.0311206 | val_loss: 0.0311611 | Time: 4133.55 ms [2021-08-20 18:24:15 main:574] : INFO : Epoch 2017 | loss: 0.0311282 | val_loss: 0.0311609 | Time: 4120.76 ms [2021-08-20 18:24:20 main:574] : INFO : Epoch 2018 | loss: 0.0311274 | val_loss: 0.0311607 | Time: 4090.77 ms [2021-08-20 18:24:24 main:574] : INFO : Epoch 2019 | loss: 0.0311234 | val_loss: 0.0311556 | Time: 4142.37 ms [2021-08-20 18:24:28 main:574] : INFO : Epoch 2020 | loss: 0.0311213 | val_loss: 0.0311558 | Time: 4353.63 ms [2021-08-20 18:24:32 main:574] : INFO : Epoch 2021 | loss: 0.031122 | val_loss: 0.0311548 | Time: 4147.09 ms [2021-08-20 18:24:37 main:574] : INFO : Epoch 2022 | loss: 0.0311206 | val_loss: 0.0311545 | Time: 4279 ms [2021-08-20 18:24:41 main:574] : INFO : Epoch 2023 | loss: 0.0311218 | val_loss: 0.0311551 | Time: 4132.78 ms [2021-08-20 18:24:45 main:574] : INFO : Epoch 2024 | loss: 0.03112 | val_loss: 0.031156 | Time: 4223.71 ms [2021-08-20 18:24:49 main:574] : INFO : Epoch 2025 | loss: 0.0311202 | val_loss: 0.0311554 | Time: 4170.05 ms [2021-08-20 18:24:54 main:574] : INFO : Epoch 2026 | loss: 0.0311187 | val_loss: 0.0311508 | Time: 4302.57 ms [2021-08-20 18:24:58 main:574] : INFO : Epoch 2027 | loss: 0.0311169 | val_loss: 0.0311577 | Time: 4250.45 ms [2021-08-20 18:25:02 main:574] : INFO : Epoch 2028 | loss: 0.0311161 | val_loss: 0.0311593 | Time: 4371.45 ms [2021-08-20 18:25:07 main:574] : INFO : Epoch 2029 | loss: 0.0311201 | val_loss: 0.0311619 | Time: 4443.99 ms [2021-08-20 18:25:11 main:574] : INFO : Epoch 2030 | loss: 0.0311158 | val_loss: 0.0311564 | Time: 4211.76 ms [2021-08-20 18:25:15 main:574] : INFO : Epoch 2031 | loss: 0.031116 | val_loss: 0.0311601 | Time: 4181.48 ms [2021-08-20 18:25:19 main:574] : INFO : Epoch 2032 | loss: 0.0311152 | val_loss: 0.031156 | Time: 4147.65 ms [2021-08-20 18:25:24 main:574] : INFO : Epoch 2033 | loss: 0.0311143 | val_loss: 0.0311581 | Time: 4287.87 ms [2021-08-20 18:25:28 main:574] : INFO : Epoch 2034 | loss: 0.0311136 | val_loss: 0.0311554 | Time: 4216.68 ms [2021-08-20 18:25:32 main:574] : INFO : Epoch 2035 | loss: 0.0311146 | val_loss: 0.0311568 | Time: 4285.83 ms [2021-08-20 18:25:36 main:574] : INFO : Epoch 2036 | loss: 0.0311112 | val_loss: 0.0311565 | Time: 4172.67 ms [2021-08-20 18:25:40 main:574] : INFO : Epoch 2037 | loss: 0.0311133 | val_loss: 0.031155 | Time: 4141.52 ms [2021-08-20 18:25:45 main:574] : INFO : Epoch 2038 | loss: 0.0311125 | val_loss: 0.0311583 | Time: 4260.32 ms [2021-08-20 18:25:49 main:574] : INFO : Epoch 2039 | loss: 0.0311128 | val_loss: 0.0311549 | Time: 4277.21 ms [2021-08-20 18:25:53 main:574] : INFO : Epoch 2040 | loss: 0.0311113 | val_loss: 0.0311597 | Time: 4312.27 ms [2021-08-20 18:25:58 main:574] : INFO : Epoch 2041 | loss: 0.0311134 | val_loss: 0.0311552 | Time: 4221.82 ms [2021-08-20 18:26:02 main:574] : INFO : Epoch 2042 | loss: 0.031112 | val_loss: 0.0311614 | Time: 4664.24 ms [2021-08-20 18:26:07 main:574] : INFO : Epoch 2043 | loss: 0.0311135 | val_loss: 0.0311514 | Time: 4285.23 ms [2021-08-20 18:26:11 main:574] : INFO : Epoch 2044 | loss: 0.0311174 | val_loss: 0.0311521 | Time: 4189.47 ms [2021-08-20 18:26:15 main:574] : INFO : Epoch 2045 | loss: 0.0311236 | val_loss: 0.0311523 | Time: 4222.34 ms [2021-08-20 18:26:19 main:574] : INFO : Epoch 2046 | loss: 0.0311211 | val_loss: 0.0311486 | Time: 4229.54 ms [2021-08-20 18:26:23 main:574] : INFO : Epoch 2047 | loss: 0.0311161 | val_loss: 0.0311603 | Time: 4255.55 ms [2021-08-20 18:26:28 main:574] : INFO : Epoch 2048 | loss: 0.031116 | val_loss: 0.0311538 | Time: 4255.42 ms [2021-08-20 18:26:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311538 [2021-08-20 18:26:28 main:603] : INFO : Saving end state to config to file [2021-08-20 18:26:28 main:608] : INFO : Success, exiting.. 18:26:28 (7524): 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)