Task 6655731
| Name | ParityMachine-1627980978-8417-2_0 |
| Workunit | 4403872 |
| Created | 15 Aug 2021, 21:54:40 UTC |
| Sent | 20 Aug 2021, 14:13:54 UTC |
| Report deadline | 27 Aug 2021, 14:13:54 UTC |
| Received | 21 Aug 2021, 2:00:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 23 min 59 sec |
| CPU time | 2 hours 21 min 10 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 | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> poch 1542 | loss: 0.0311058 | val_loss: 0.0311715 | Time: 4121.45 ms [2021-08-21 03:24:51 main:574] : INFO : Epoch 1543 | loss: 0.0311099 | val_loss: 0.0311713 | Time: 4161.42 ms [2021-08-21 03:24:56 main:574] : INFO : Epoch 1544 | loss: 0.0311067 | val_loss: 0.0311701 | Time: 4242.71 ms [2021-08-21 03:25:00 main:574] : INFO : Epoch 1545 | loss: 0.0311057 | val_loss: 0.0311736 | Time: 4194.83 ms [2021-08-21 03:25:04 main:574] : INFO : Epoch 1546 | loss: 0.0310996 | val_loss: 0.0311851 | Time: 4196.65 ms [2021-08-21 03:25:08 main:574] : INFO : Epoch 1547 | loss: 0.0310974 | val_loss: 0.0311731 | Time: 4194.79 ms [2021-08-21 03:25:12 main:574] : INFO : Epoch 1548 | loss: 0.0310917 | val_loss: 0.0311766 | Time: 4146.14 ms [2021-08-21 03:25:17 main:574] : INFO : Epoch 1549 | loss: 0.0310949 | val_loss: 0.0311877 | Time: 4104.41 ms [2021-08-21 03:25:21 main:574] : INFO : Epoch 1550 | loss: 0.0310973 | val_loss: 0.0311754 | Time: 4108.05 ms [2021-08-21 03:25:25 main:574] : INFO : Epoch 1551 | loss: 0.0311025 | val_loss: 0.0311778 | Time: 4328.61 ms [2021-08-21 03:25:29 main:574] : INFO : Epoch 1552 | loss: 0.031104 | val_loss: 0.0311741 | Time: 4198.54 ms [2021-08-21 03:25:33 main:574] : INFO : Epoch 1553 | loss: 0.0311123 | val_loss: 0.03117 | Time: 4098.37 ms [2021-08-21 03:25:38 main:574] : INFO : Epoch 1554 | loss: 0.0311262 | val_loss: 0.0311788 | Time: 4197.18 ms [2021-08-21 03:25:42 main:574] : INFO : Epoch 1555 | loss: 0.0311169 | val_loss: 0.0311664 | Time: 4241.13 ms [2021-08-21 03:25:46 main:574] : INFO : Epoch 1556 | loss: 0.0311146 | val_loss: 0.0311735 | Time: 4219.66 ms [2021-08-21 03:25:50 main:574] : INFO : Epoch 1557 | loss: 0.0311115 | val_loss: 0.0311781 | Time: 4188.31 ms [2021-08-21 03:25:55 main:574] : INFO : Epoch 1558 | loss: 0.0311087 | val_loss: 0.0311742 | Time: 4146 ms [2021-08-21 03:25:59 main:574] : INFO : Epoch 1559 | loss: 0.0311124 | val_loss: 0.0311691 | Time: 4251.26 ms [2021-08-21 03:26:03 main:574] : INFO : Epoch 1560 | loss: 0.0311099 | val_loss: 0.0311695 | Time: 4210.85 ms [2021-08-21 03:26:07 main:574] : INFO : Epoch 1561 | loss: 0.0311097 | val_loss: 0.0311721 | Time: 4168.98 ms [2021-08-21 03:26:11 main:574] : INFO : Epoch 1562 | loss: 0.0311112 | val_loss: 0.0311843 | Time: 4076.2 ms [2021-08-21 03:26:15 main:574] : INFO : Epoch 1563 | loss: 0.0311297 | val_loss: 0.0311802 | Time: 4142.08 ms [2021-08-21 03:26:20 main:574] : INFO : Epoch 1564 | loss: 0.0311146 | val_loss: 0.0311772 | Time: 4154.05 ms [2021-08-21 03:26:24 main:574] : INFO : Epoch 1565 | loss: 0.0311081 | val_loss: 0.0311834 | Time: 4603.31 ms [2021-08-21 03:26:28 main:574] : INFO : Epoch 1566 | loss: 0.0311026 | val_loss: 0.0311777 | Time: 4109.3 ms [2021-08-21 03:26:33 main:574] : INFO : Epoch 1567 | loss: 0.0311006 | val_loss: 0.0311881 | Time: 4206.65 ms [2021-08-21 03:26:37 main:574] : INFO : Epoch 1568 | loss: 0.0311019 | val_loss: 0.0311802 | Time: 4220.17 ms [2021-08-21 03:26:41 main:574] : INFO : Epoch 1569 | loss: 0.0311012 | val_loss: 0.0311834 | Time: 4142.21 ms [2021-08-21 03:26:45 main:574] : INFO : Epoch 1570 | loss: 0.0310975 | val_loss: 0.0311849 | Time: 4190.5 ms [2021-08-21 03:26:49 main:574] : INFO : Epoch 1571 | loss: 0.0311092 | val_loss: 0.0311985 | Time: 4171.91 ms [2021-08-21 03:26:54 main:574] : INFO : Epoch 1572 | loss: 0.031115 | val_loss: 0.0311828 | Time: 4168.2 ms [2021-08-21 03:26:58 main:574] : INFO : Epoch 1573 | loss: 0.0311059 | val_loss: 0.0311809 | Time: 4117.19 ms [2021-08-21 03:27:02 main:574] : INFO : Epoch 1574 | loss: 0.031102 | val_loss: 0.0311804 | Time: 4308.49 ms [2021-08-21 03:27:06 main:574] : INFO : Epoch 1575 | loss: 0.0311025 | val_loss: 0.0311769 | Time: 4159.64 ms [2021-08-21 03:27:10 main:574] : INFO : Epoch 1576 | loss: 0.0311009 | val_loss: 0.0311801 | Time: 4121.82 ms [2021-08-21 03:27:15 main:574] : INFO : Epoch 1577 | loss: 0.0311036 | val_loss: 0.0311806 | Time: 4122.54 ms [2021-08-21 03:27:19 main:574] : INFO : Epoch 1578 | loss: 0.0311008 | val_loss: 0.0311755 | Time: 4108.48 ms [2021-08-21 03:27:23 main:574] : INFO : Epoch 1579 | loss: 0.0311017 | val_loss: 0.0311774 | Time: 4328.92 ms [2021-08-21 03:27:27 main:574] : INFO : Epoch 1580 | loss: 0.0311039 | val_loss: 0.0311759 | Time: 4218.04 ms [2021-08-21 03:27:32 main:574] : INFO : Epoch 1581 | loss: 0.0311047 | val_loss: 0.0311714 | Time: 4200.8 ms [2021-08-21 03:27:36 main:574] : INFO : Epoch 1582 | loss: 0.0311002 | val_loss: 0.0311832 | Time: 4161.85 ms [2021-08-21 03:27:40 main:574] : INFO : Epoch 1583 | loss: 0.0310964 | val_loss: 0.0311853 | Time: 4262 ms [2021-08-21 03:27:44 main:574] : INFO : Epoch 1584 | loss: 0.0310991 | val_loss: 0.0311704 | Time: 4167.32 ms [2021-08-21 03:27:48 main:574] : INFO : Epoch 1585 | loss: 0.0310983 | val_loss: 0.0311796 | Time: 4163.02 ms [2021-08-21 03:27:53 main:574] : INFO : Epoch 1586 | loss: 0.0310998 | val_loss: 0.0311806 | Time: 4273.56 ms [2021-08-21 03:27:57 main:574] : INFO : Epoch 1587 | loss: 0.0311015 | val_loss: 0.0311864 | Time: 4273.33 ms [2021-08-21 03:28:01 main:574] : INFO : Epoch 1588 | loss: 0.0310995 | val_loss: 0.0311797 | Time: 4186.97 ms [2021-08-21 03:28:05 main:574] : INFO : Epoch 1589 | loss: 0.0311083 | val_loss: 0.0311766 | Time: 4208.14 ms [2021-08-21 03:28:10 main:574] : INFO : Epoch 1590 | loss: 0.0311255 | val_loss: 0.0311761 | Time: 4155.65 ms [2021-08-21 03:28:14 main:574] : INFO : Epoch 1591 | loss: 0.0311226 | val_loss: 0.0311804 | Time: 4116.54 ms [2021-08-21 03:28:18 main:574] : INFO : Epoch 1592 | loss: 0.0311176 | val_loss: 0.0311686 | Time: 4190.32 ms [2021-08-21 03:28:22 main:574] : INFO : Epoch 1593 | loss: 0.0311188 | val_loss: 0.0311793 | Time: 4120.02 ms [2021-08-21 03:28:26 main:574] : INFO : Epoch 1594 | loss: 0.0311176 | val_loss: 0.0311712 | Time: 4201.33 ms [2021-08-21 03:28:31 main:574] : INFO : Epoch 1595 | loss: 0.0311132 | val_loss: 0.0311748 | Time: 4280.72 ms [2021-08-21 03:28:35 main:574] : INFO : Epoch 1596 | loss: 0.0311102 | val_loss: 0.0311703 | Time: 4208.78 ms [2021-08-21 03:28:39 main:574] : INFO : Epoch 1597 | loss: 0.0311089 | val_loss: 0.0311737 | Time: 4138.03 ms [2021-08-21 03:28:43 main:574] : INFO : Epoch 1598 | loss: 0.0311092 | val_loss: 0.0311822 | Time: 4175.79 ms [2021-08-21 03:28:47 main:574] : INFO : Epoch 1599 | loss: 0.0311074 | val_loss: 0.0311716 | Time: 4187.54 ms [2021-08-21 03:28:52 main:574] : INFO : Epoch 1600 | loss: 0.0311078 | val_loss: 0.0311735 | Time: 4285.09 ms [2021-08-21 03:28:56 main:574] : INFO : Epoch 1601 | loss: 0.0311066 | val_loss: 0.0311774 | Time: 4261.56 ms [2021-08-21 03:29:00 main:574] : INFO : Epoch 1602 | loss: 0.0311095 | val_loss: 0.0311702 | Time: 4413.59 ms [2021-08-21 03:29:05 main:574] : INFO : Epoch 1603 | loss: 0.0311058 | val_loss: 0.0311745 | Time: 4255.21 ms [2021-08-21 03:29:09 main:574] : INFO : Epoch 1604 | loss: 0.0311031 | val_loss: 0.0311683 | Time: 4167.64 ms [2021-08-21 03:29:13 main:574] : INFO : Epoch 1605 | loss: 0.0311017 | val_loss: 0.0311739 | Time: 4145.29 ms [2021-08-21 03:29:17 main:574] : INFO : Epoch 1606 | loss: 0.0311015 | val_loss: 0.0311818 | Time: 4169.49 ms [2021-08-21 03:29:22 main:574] : INFO : Epoch 1607 | loss: 0.0310982 | val_loss: 0.0311735 | Time: 4282.82 ms [2021-08-21 03:29:26 main:574] : INFO : Epoch 1608 | loss: 0.0310972 | val_loss: 0.0311878 | Time: 4200.43 ms [2021-08-21 03:29:30 main:574] : INFO : Epoch 1609 | loss: 0.0310956 | val_loss: 0.0311798 | Time: 4279.32 ms [2021-08-21 03:29:34 main:574] : INFO : Epoch 1610 | loss: 0.0310996 | val_loss: 0.0311693 | Time: 4115.56 ms [2021-08-21 03:29:38 main:574] : INFO : Epoch 1611 | loss: 0.0311011 | val_loss: 0.0311762 | Time: 4185.37 ms [2021-08-21 03:29:43 main:574] : INFO : Epoch 1612 | loss: 0.0311023 | val_loss: 0.0311797 | Time: 4217.55 ms [2021-08-21 03:29:47 main:574] : INFO : Epoch 1613 | loss: 0.0311051 | val_loss: 0.0311707 | Time: 4120.96 ms [2021-08-21 03:29:51 main:574] : INFO : Epoch 1614 | loss: 0.0311016 | val_loss: 0.031177 | Time: 4205.65 ms [2021-08-21 03:29:55 main:574] : INFO : Epoch 1615 | loss: 0.0311015 | val_loss: 0.0311732 | Time: 4179.01 ms [2021-08-21 03:29:59 main:574] : INFO : Epoch 1616 | loss: 0.031101 | val_loss: 0.0311812 | Time: 4109 ms [2021-08-21 03:30:03 main:574] : INFO : Epoch 1617 | loss: 0.0311007 | val_loss: 0.0311728 | Time: 4151.08 ms [2021-08-21 03:30:08 main:574] : INFO : Epoch 1618 | loss: 0.0311021 | val_loss: 0.0311756 | Time: 4051.04 ms [2021-08-21 03:30:12 main:574] : INFO : Epoch 1619 | loss: 0.0311035 | val_loss: 0.0311808 | Time: 4163.82 ms [2021-08-21 03:30:16 main:574] : INFO : Epoch 1620 | loss: 0.0311019 | val_loss: 0.0311708 | Time: 4105.39 ms [2021-08-21 03:30:20 main:574] : INFO : Epoch 1621 | loss: 0.0310988 | val_loss: 0.0311853 | Time: 4065.81 ms [2021-08-21 03:30:24 main:574] : INFO : Epoch 1622 | loss: 0.0310976 | val_loss: 0.0311748 | Time: 4066.45 ms [2021-08-21 03:30:28 main:574] : INFO : Epoch 1623 | loss: 0.0310948 | val_loss: 0.0311789 | Time: 4162.38 ms [2021-08-21 03:30:33 main:574] : INFO : Epoch 1624 | loss: 0.0310948 | val_loss: 0.0311755 | Time: 4344.75 ms [2021-08-21 03:30:37 main:574] : INFO : Epoch 1625 | loss: 0.0310973 | val_loss: 0.0311865 | Time: 4104.24 ms [2021-08-21 03:30:41 main:574] : INFO : Epoch 1626 | loss: 0.0310946 | val_loss: 0.031174 | Time: 4065.3 ms [2021-08-21 03:30:45 main:574] : INFO : Epoch 1627 | loss: 0.0310975 | val_loss: 0.0311722 | Time: 4171.77 ms [2021-08-21 03:30:49 main:574] : INFO : Epoch 1628 | loss: 0.0310945 | val_loss: 0.0311727 | Time: 4111.12 ms [2021-08-21 03:30:53 main:574] : INFO : Epoch 1629 | loss: 0.0310965 | val_loss: 0.0311781 | Time: 4141.96 ms [2021-08-21 03:30:58 main:574] : INFO : Epoch 1630 | loss: 0.0310979 | val_loss: 0.0311789 | Time: 4195.39 ms [2021-08-21 03:31:02 main:574] : INFO : Epoch 1631 | loss: 0.0310971 | val_loss: 0.0311802 | Time: 4105.64 ms [2021-08-21 03:31:06 main:574] : INFO : Epoch 1632 | loss: 0.0311107 | val_loss: 0.0311891 | Time: 4121.22 ms [2021-08-21 03:31:10 main:574] : INFO : Epoch 1633 | loss: 0.0311068 | val_loss: 0.0311748 | Time: 4099.65 ms [2021-08-21 03:31:14 main:574] : INFO : Epoch 1634 | loss: 0.0311153 | val_loss: 0.0311733 | Time: 4092.58 ms [2021-08-21 03:31:18 main:574] : INFO : Epoch 1635 | loss: 0.0311113 | val_loss: 0.0311687 | Time: 4111.53 ms [2021-08-21 03:31:22 main:574] : INFO : Epoch 1636 | loss: 0.0311094 | val_loss: 0.0311738 | Time: 4112.6 ms [2021-08-21 03:31:27 main:574] : INFO : Epoch 1637 | loss: 0.0311058 | val_loss: 0.0311861 | Time: 4233.1 ms [2021-08-21 03:31:31 main:574] : INFO : Epoch 1638 | loss: 0.0311045 | val_loss: 0.0311853 | Time: 4100.32 ms [2021-08-21 03:31:35 main:574] : INFO : Epoch 1639 | loss: 0.0311071 | val_loss: 0.0311842 | Time: 4069.6 ms [2021-08-21 03:31:39 main:574] : INFO : Epoch 1640 | loss: 0.0311009 | val_loss: 0.031188 | Time: 4234.06 ms [2021-08-21 03:31:43 main:574] : INFO : Epoch 1641 | loss: 0.0311034 | val_loss: 0.031183 | Time: 4121.33 ms [2021-08-21 03:31:47 main:574] : INFO : Epoch 1642 | loss: 0.031113 | val_loss: 0.0311724 | Time: 4093.22 ms [2021-08-21 03:31:51 main:574] : INFO : Epoch 1643 | loss: 0.0311088 | val_loss: 0.0311782 | Time: 4209.15 ms [2021-08-21 03:31:56 main:574] : INFO : Epoch 1644 | loss: 0.0311069 | val_loss: 0.0311785 | Time: 4131.84 ms [2021-08-21 03:32:00 main:574] : INFO : Epoch 1645 | loss: 0.0311068 | val_loss: 0.0311806 | Time: 4364.32 ms [2021-08-21 03:32:04 main:574] : INFO : Epoch 1646 | loss: 0.0310988 | val_loss: 0.0311847 | Time: 4137.6 ms [2021-08-21 03:32:08 main:574] : INFO : Epoch 1647 | loss: 0.0311006 | val_loss: 0.031186 | Time: 4050.9 ms [2021-08-21 03:32:12 main:574] : INFO : Epoch 1648 | loss: 0.0311009 | val_loss: 0.0311866 | Time: 4121.74 ms [2021-08-21 03:32:17 main:574] : INFO : Epoch 1649 | loss: 0.0310996 | val_loss: 0.0311802 | Time: 4084.19 ms [2021-08-21 03:32:21 main:574] : INFO : Epoch 1650 | loss: 0.0311 | val_loss: 0.0311762 | Time: 4087.87 ms [2021-08-21 03:32:25 main:574] : INFO : Epoch 1651 | loss: 0.0310984 | val_loss: 0.0311806 | Time: 4042.95 ms [2021-08-21 03:32:29 main:574] : INFO : Epoch 1652 | loss: 0.0310993 | val_loss: 0.0311792 | Time: 4120.62 ms [2021-08-21 03:32:33 main:574] : INFO : Epoch 1653 | loss: 0.0310942 | val_loss: 0.0311781 | Time: 4117.47 ms [2021-08-21 03:32:37 main:574] : INFO : Epoch 1654 | loss: 0.0310968 | val_loss: 0.0311806 | Time: 4182.05 ms [2021-08-21 03:32:41 main:574] : INFO : Epoch 1655 | loss: 0.0310993 | val_loss: 0.0311827 | Time: 4136.34 ms [2021-08-21 03:32:46 main:574] : INFO : Epoch 1656 | loss: 0.0311061 | val_loss: 0.0311871 | Time: 4179.9 ms [2021-08-21 03:32:50 main:574] : INFO : Epoch 1657 | loss: 0.0310992 | val_loss: 0.0311822 | Time: 4348.04 ms [2021-08-21 03:32:54 main:574] : INFO : Epoch 1658 | loss: 0.0310961 | val_loss: 0.0311777 | Time: 4168.31 ms [2021-08-21 03:32:58 main:574] : INFO : Epoch 1659 | loss: 0.0310917 | val_loss: 0.0311859 | Time: 4117.68 ms [2021-08-21 03:33:02 main:574] : INFO : Epoch 1660 | loss: 0.0310919 | val_loss: 0.0311827 | Time: 4122.06 ms [2021-08-21 03:33:07 main:574] : INFO : Epoch 1661 | loss: 0.031095 | val_loss: 0.0311785 | Time: 4289.04 ms [2021-08-21 03:33:11 main:574] : INFO : Epoch 1662 | loss: 0.0310989 | val_loss: 0.0311858 | Time: 4086.67 ms [2021-08-21 03:33:15 main:574] : INFO : Epoch 1663 | loss: 0.0310955 | val_loss: 0.0311801 | Time: 4194.49 ms [2021-08-21 03:33:19 main:574] : INFO : Epoch 1664 | loss: 0.0311018 | val_loss: 0.0311812 | Time: 4164.07 ms [2021-08-21 03:33:23 main:574] : INFO : Epoch 1665 | loss: 0.0311007 | val_loss: 0.0311807 | Time: 4114.06 ms [2021-08-21 03:33:27 main:574] : INFO : Epoch 1666 | loss: 0.0310954 | val_loss: 0.0311781 | Time: 4093.01 ms [2021-08-21 03:33:32 main:574] : INFO : Epoch 1667 | loss: 0.0310945 | val_loss: 0.0311833 | Time: 4104.77 ms [2021-08-21 03:33:36 main:574] : INFO : Epoch 1668 | loss: 0.031097 | val_loss: 0.0311785 | Time: 4214.29 ms [2021-08-21 03:33:40 main:574] : INFO : Epoch 1669 | loss: 0.0310959 | val_loss: 0.0311804 | Time: 4240.01 ms [2021-08-21 03:33:44 main:574] : INFO : Epoch 1670 | loss: 0.0311033 | val_loss: 0.0311799 | Time: 4134.91 ms [2021-08-21 03:33:48 main:574] : INFO : Epoch 1671 | loss: 0.0310961 | val_loss: 0.0311796 | Time: 4162.61 ms [2021-08-21 03:33:53 main:574] : INFO : Epoch 1672 | loss: 0.0311023 | val_loss: 0.0311734 | Time: 4184.13 ms [2021-08-21 03:33:57 main:574] : INFO : Epoch 1673 | loss: 0.0310988 | val_loss: 0.0311775 | Time: 4094.61 ms [2021-08-21 03:34:01 main:574] : INFO : Epoch 1674 | loss: 0.0310945 | val_loss: 0.031178 | Time: 4330.11 ms [2021-08-21 03:34:05 main:574] : INFO : Epoch 1675 | loss: 0.0310956 | val_loss: 0.0311771 | Time: 4099.52 ms [2021-08-21 03:34:09 main:574] : INFO : Epoch 1676 | loss: 0.0311011 | val_loss: 0.0311731 | Time: 4100.91 ms [2021-08-21 03:34:13 main:574] : INFO : Epoch 1677 | loss: 0.0311029 | val_loss: 0.0311824 | Time: 4107.3 ms [2021-08-21 03:34:18 main:574] : INFO : Epoch 1678 | loss: 0.0310993 | val_loss: 0.0311751 | Time: 4164.03 ms [2021-08-21 03:34:22 main:574] : INFO : Epoch 1679 | loss: 0.0310969 | val_loss: 0.0311708 | Time: 4136.27 ms [2021-08-21 03:34:26 main:574] : INFO : Epoch 1680 | loss: 0.0310987 | val_loss: 0.0311803 | Time: 4106.21 ms [2021-08-21 03:34:30 main:574] : INFO : Epoch 1681 | loss: 0.0310972 | val_loss: 0.0311804 | Time: 4303.49 ms [2021-08-21 03:34:34 main:574] : INFO : Epoch 1682 | loss: 0.0311012 | val_loss: 0.031168 | Time: 4159.31 ms [2021-08-21 03:34:39 main:574] : INFO : Epoch 1683 | loss: 0.0310992 | val_loss: 0.0311899 | Time: 4188.23 ms [2021-08-21 03:34:43 main:574] : INFO : Epoch 1684 | loss: 0.0310943 | val_loss: 0.0311817 | Time: 4285.43 ms [2021-08-21 03:34:47 main:574] : INFO : Epoch 1685 | loss: 0.0310966 | val_loss: 0.031177 | Time: 4036.09 ms [2021-08-21 03:34:51 main:574] : INFO : Epoch 1686 | loss: 0.0310962 | val_loss: 0.0311809 | Time: 4228.21 ms [2021-08-21 03:34:55 main:574] : INFO : Epoch 1687 | loss: 0.031094 | val_loss: 0.0311749 | Time: 4237.33 ms [2021-08-21 03:35:00 main:574] : INFO : Epoch 1688 | loss: 0.0310962 | val_loss: 0.031171 | Time: 4146.92 ms [2021-08-21 03:35:04 main:574] : INFO : Epoch 1689 | loss: 0.0311013 | val_loss: 0.0311788 | Time: 4121.35 ms [2021-08-21 03:35:08 main:574] : INFO : Epoch 1690 | loss: 0.0310968 | val_loss: 0.0311806 | Time: 4136.99 ms [2021-08-21 03:35:12 main:574] : INFO : Epoch 1691 | loss: 0.0310977 | val_loss: 0.0311716 | Time: 4153.76 ms [2021-08-21 03:35:16 main:574] : INFO : Epoch 1692 | loss: 0.0310956 | val_loss: 0.0311735 | Time: 4096.92 ms [2021-08-21 03:35:20 main:574] : INFO : Epoch 1693 | loss: 0.0310993 | val_loss: 0.0311864 | Time: 4113.36 ms [2021-08-21 03:35:25 main:574] : INFO : Epoch 1694 | loss: 0.0310966 | val_loss: 0.031174 | Time: 4176.96 ms [2021-08-21 03:35:29 main:574] : INFO : Epoch 1695 | loss: 0.031094 | val_loss: 0.0311785 | Time: 4185.01 ms [2021-08-21 03:35:33 main:574] : INFO : Epoch 1696 | loss: 0.0310917 | val_loss: 0.0311933 | Time: 4120.63 ms [2021-08-21 03:35:37 main:574] : INFO : Epoch 1697 | loss: 0.0310899 | val_loss: 0.0311949 | Time: 4164.76 ms [2021-08-21 03:35:41 main:574] : INFO : Epoch 1698 | loss: 0.0310933 | val_loss: 0.0311759 | Time: 4195.24 ms [2021-08-21 03:35:46 main:574] : INFO : Epoch 1699 | loss: 0.0310881 | val_loss: 0.0311825 | Time: 4343.82 ms [2021-08-21 03:35:50 main:574] : INFO : Epoch 1700 | loss: 0.0310898 | val_loss: 0.0311837 | Time: 4254.19 ms [2021-08-21 03:35:54 main:574] : INFO : Epoch 1701 | loss: 0.0310919 | val_loss: 0.0311736 | Time: 4157.25 ms [2021-08-21 03:35:58 main:574] : INFO : Epoch 1702 | loss: 0.0310961 | val_loss: 0.0311748 | Time: 4180.21 ms [2021-08-21 03:36:03 main:574] : INFO : Epoch 1703 | loss: 0.0310981 | val_loss: 0.0311902 | Time: 4165.35 ms [2021-08-21 03:36:07 main:574] : INFO : Epoch 1704 | loss: 0.0310991 | val_loss: 0.0311824 | Time: 4179.94 ms [2021-08-21 03:36:11 main:574] : INFO : Epoch 1705 | loss: 0.0310945 | val_loss: 0.0311817 | Time: 4246.73 ms [2021-08-21 03:36:15 main:574] : INFO : Epoch 1706 | loss: 0.0310971 | val_loss: 0.0311825 | Time: 4114.13 ms [2021-08-21 03:36:19 main:574] : INFO : Epoch 1707 | loss: 0.031097 | val_loss: 0.0311812 | Time: 4119.52 ms [2021-08-21 03:36:24 main:574] : INFO : Epoch 1708 | loss: 0.0310947 | val_loss: 0.0311841 | Time: 4203.4 ms [2021-08-21 03:36:28 main:574] : INFO : Epoch 1709 | loss: 0.0310917 | val_loss: 0.0311781 | Time: 4266.8 ms [2021-08-21 03:36:32 main:574] : INFO : Epoch 1710 | loss: 0.0310951 | val_loss: 0.0311706 | Time: 4132.25 ms [2021-08-21 03:36:36 main:574] : INFO : Epoch 1711 | loss: 0.0310913 | val_loss: 0.0311854 | Time: 4143.96 ms [2021-08-21 03:36:40 main:574] : INFO : Epoch 1712 | loss: 0.0310956 | val_loss: 0.0311756 | Time: 4228.92 ms [2021-08-21 03:36:44 main:574] : INFO : Epoch 1713 | loss: 0.0310969 | val_loss: 0.0311815 | Time: 4126.23 ms [2021-08-21 03:36:49 main:574] : INFO : Epoch 1714 | loss: 0.0310928 | val_loss: 0.0311752 | Time: 4162.89 ms [2021-08-21 03:36:53 main:574] : INFO : Epoch 1715 | loss: 0.0310956 | val_loss: 0.0311782 | Time: 4208.89 ms [2021-08-21 03:36:57 main:574] : INFO : Epoch 1716 | loss: 0.0310911 | val_loss: 0.0311772 | Time: 4173.89 ms [2021-08-21 03:37:01 main:574] : INFO : Epoch 1717 | loss: 0.0310882 | val_loss: 0.0311738 | Time: 4193.35 ms [2021-08-21 03:37:06 main:574] : INFO : Epoch 1718 | loss: 0.0310904 | val_loss: 0.0311788 | Time: 4178.66 ms [2021-08-21 03:37:10 main:574] : INFO : Epoch 1719 | loss: 0.0310937 | val_loss: 0.0311823 | Time: 4088.99 ms [2021-08-21 03:37:14 main:574] : INFO : Epoch 1720 | loss: 0.0310894 | val_loss: 0.0311816 | Time: 4105.42 ms [2021-08-21 03:37:18 main:574] : INFO : Epoch 1721 | loss: 0.0310901 | val_loss: 0.0311799 | Time: 4094.34 ms [2021-08-21 03:37:22 main:574] : INFO : Epoch 1722 | loss: 0.0310923 | val_loss: 0.0311768 | Time: 4267.43 ms [2021-08-21 03:37:26 main:574] : INFO : Epoch 1723 | loss: 0.0310971 | val_loss: 0.0311793 | Time: 4248.09 ms [2021-08-21 03:37:31 main:574] : INFO : Epoch 1724 | loss: 0.0310951 | val_loss: 0.0311797 | Time: 4229.55 ms [2021-08-21 03:37:35 main:574] : INFO : Epoch 1725 | loss: 0.0310919 | val_loss: 0.0311858 | Time: 4182.83 ms [2021-08-21 03:37:39 main:574] : INFO : Epoch 1726 | loss: 0.031091 | val_loss: 0.0311779 | Time: 4190.64 ms [2021-08-21 03:37:43 main:574] : INFO : Epoch 1727 | loss: 0.0310873 | val_loss: 0.031184 | Time: 4207.79 ms [2021-08-21 03:37:48 main:574] : INFO : Epoch 1728 | loss: 0.0310848 | val_loss: 0.031182 | Time: 4202.42 ms [2021-08-21 03:37:52 main:574] : INFO : Epoch 1729 | loss: 0.0310913 | val_loss: 0.0311741 | Time: 4123.54 ms [2021-08-21 03:37:56 main:574] : INFO : Epoch 1730 | loss: 0.0310942 | val_loss: 0.0311814 | Time: 4174.14 ms [2021-08-21 03:38:00 main:574] : INFO : Epoch 1731 | loss: 0.0310905 | val_loss: 0.0311805 | Time: 4085.48 ms [2021-08-21 03:38:04 main:574] : INFO : Epoch 1732 | loss: 0.0310919 | val_loss: 0.0311805 | Time: 4128.78 ms [2021-08-21 03:38:08 main:574] : INFO : Epoch 1733 | loss: 0.0310887 | val_loss: 0.0311823 | Time: 4125.42 ms [2021-08-21 03:38:12 main:574] : INFO : Epoch 1734 | loss: 0.0310861 | val_loss: 0.0311808 | Time: 4074.33 ms [2021-08-21 03:38:16 main:574] : INFO : Epoch 1735 | loss: 0.0310868 | val_loss: 0.0311808 | Time: 4112.18 ms [2021-08-21 03:38:21 main:574] : INFO : Epoch 1736 | loss: 0.0310869 | val_loss: 0.0311788 | Time: 4106.15 ms [2021-08-21 03:38:25 main:574] : INFO : Epoch 1737 | loss: 0.0310929 | val_loss: 0.0311821 | Time: 4114.16 ms [2021-08-21 03:38:29 main:574] : INFO : Epoch 1738 | loss: 0.0310957 | val_loss: 0.0311773 | Time: 4107.7 ms [2021-08-21 03:38:33 main:574] : INFO : Epoch 1739 | loss: 0.0310963 | val_loss: 0.0311737 | Time: 4154.79 ms [2021-08-21 03:38:37 main:574] : INFO : Epoch 1740 | loss: 0.0310927 | val_loss: 0.0311774 | Time: 4113.04 ms [2021-08-21 03:38:41 main:574] : INFO : Epoch 1741 | loss: 0.0310925 | val_loss: 0.0311855 | Time: 4284.15 ms [2021-08-21 03:38:46 main:574] : INFO : Epoch 1742 | loss: 0.0310916 | val_loss: 0.0311792 | Time: 4120.9 ms [2021-08-21 03:38:50 main:574] : INFO : Epoch 1743 | loss: 0.0310905 | val_loss: 0.0311809 | Time: 4244.78 ms [2021-08-21 03:38:54 main:574] : INFO : Epoch 1744 | loss: 0.0310876 | val_loss: 0.0311948 | Time: 4158.61 ms [2021-08-21 03:38:58 main:574] : INFO : Epoch 1745 | loss: 0.0310948 | val_loss: 0.0311865 | Time: 4109.48 ms [2021-08-21 03:39:02 main:574] : INFO : Epoch 1746 | loss: 0.0310897 | val_loss: 0.0311948 | Time: 4202.28 ms [2021-08-21 03:39:06 main:574] : INFO : Epoch 1747 | loss: 0.0310851 | val_loss: 0.031195 | Time: 4042.86 ms [2021-08-21 03:39:11 main:574] : INFO : Epoch 1748 | loss: 0.0310874 | val_loss: 0.0311859 | Time: 4092.93 ms [2021-08-21 03:39:15 main:574] : INFO : Epoch 1749 | loss: 0.0310953 | val_loss: 0.0311875 | Time: 4119.27 ms [2021-08-21 03:39:19 main:574] : INFO : Epoch 1750 | loss: 0.0310972 | val_loss: 0.0311727 | Time: 4111.48 ms [2021-08-21 03:39:23 main:574] : INFO : Epoch 1751 | loss: 0.0310911 | val_loss: 0.0311765 | Time: 4159.84 ms [2021-08-21 03:39:27 main:574] : INFO : Epoch 1752 | loss: 0.0310913 | val_loss: 0.031186 | Time: 4110.94 ms [2021-08-21 03:39:32 main:574] : INFO : Epoch 1753 | loss: 0.0310886 | val_loss: 0.0311813 | Time: 4261.86 ms [2021-08-21 03:39:36 main:574] : INFO : Epoch 1754 | loss: 0.0310875 | val_loss: 0.031177 | Time: 4265.48 ms [2021-08-21 03:39:40 main:574] : INFO : Epoch 1755 | loss: 0.0310918 | val_loss: 0.0311798 | Time: 4230 ms [2021-08-21 03:39:44 main:574] : INFO : Epoch 1756 | loss: 0.0310955 | val_loss: 0.0311707 | Time: 4100.29 ms [2021-08-21 03:39:48 main:574] : INFO : Epoch 1757 | loss: 0.0311077 | val_loss: 0.0311753 | Time: 4139.71 ms [2021-08-21 03:39:53 main:574] : INFO : Epoch 1758 | loss: 0.0311006 | val_loss: 0.0311828 | Time: 4184.95 ms [2021-08-21 03:39:57 main:574] : INFO : Epoch 1759 | loss: 0.0311022 | val_loss: 0.0311842 | Time: 4187.64 ms [2021-08-21 03:40:01 main:574] : INFO : Epoch 1760 | loss: 0.0310957 | val_loss: 0.0311825 | Time: 4255.96 ms [2021-08-21 03:40:05 main:574] : INFO : Epoch 1761 | loss: 0.0310941 | val_loss: 0.0311779 | Time: 4081.81 ms [2021-08-21 03:40:09 main:574] : INFO : Epoch 1762 | loss: 0.0310952 | val_loss: 0.0311779 | Time: 4101.72 ms [2021-08-21 03:40:13 main:574] : INFO : Epoch 1763 | loss: 0.0310925 | val_loss: 0.0311799 | Time: 4235.3 ms [2021-08-21 03:40:18 main:574] : INFO : Epoch 1764 | loss: 0.0310903 | val_loss: 0.0311825 | Time: 4153.77 ms [2021-08-21 03:40:22 main:574] : INFO : Epoch 1765 | loss: 0.0310976 | val_loss: 0.0311799 | Time: 4190.99 ms [2021-08-21 03:40:26 main:574] : INFO : Epoch 1766 | loss: 0.0311385 | val_loss: 0.0311691 | Time: 4396.57 ms [2021-08-21 03:40:30 main:574] : INFO : Epoch 1767 | loss: 0.0311385 | val_loss: 0.0311701 | Time: 4229.6 ms [2021-08-21 03:40:35 main:574] : INFO : Epoch 1768 | loss: 0.0311359 | val_loss: 0.0311697 | Time: 4224.93 ms [2021-08-21 03:40:39 main:574] : INFO : Epoch 1769 | loss: 0.0311303 | val_loss: 0.0311698 | Time: 4171.91 ms [2021-08-21 03:40:43 main:574] : INFO : Epoch 1770 | loss: 0.0311279 | val_loss: 0.0311747 | Time: 4119.7 ms [2021-08-21 03:40:47 main:574] : INFO : Epoch 1771 | loss: 0.031128 | val_loss: 0.0311687 | Time: 4164.52 ms [2021-08-21 03:40:51 main:574] : INFO : Epoch 1772 | loss: 0.0311266 | val_loss: 0.0311663 | Time: 4172.8 ms [2021-08-21 03:40:56 main:574] : INFO : Epoch 1773 | loss: 0.0311249 | val_loss: 0.0311694 | Time: 4093.57 ms [2021-08-21 03:41:00 main:574] : INFO : Epoch 1774 | loss: 0.0311211 | val_loss: 0.031164 | Time: 4199.15 ms [2021-08-21 03:41:04 main:574] : INFO : Epoch 1775 | loss: 0.0311211 | val_loss: 0.0311635 | Time: 4128.18 ms [2021-08-21 03:41:08 main:574] : INFO : Epoch 1776 | loss: 0.0311177 | val_loss: 0.0311659 | Time: 4118.34 ms [2021-08-21 03:41:12 main:574] : INFO : Epoch 1777 | loss: 0.0311166 | val_loss: 0.0311798 | Time: 4087.03 ms [2021-08-21 03:41:16 main:574] : INFO : Epoch 1778 | loss: 0.031116 | val_loss: 0.0311698 | Time: 4070.74 ms [2021-08-21 03:41:20 main:574] : INFO : Epoch 1779 | loss: 0.0311122 | val_loss: 0.0311763 | Time: 4168.41 ms [2021-08-21 03:41:25 main:574] : INFO : Epoch 1780 | loss: 0.0311114 | val_loss: 0.0311726 | Time: 4162.35 ms [2021-08-21 03:41:29 main:574] : INFO : Epoch 1781 | loss: 0.0311121 | val_loss: 0.0311725 | Time: 4143.08 ms [2021-08-21 03:41:33 main:574] : INFO : Epoch 1782 | loss: 0.0311114 | val_loss: 0.0311661 | Time: 4216.7 ms [2021-08-21 03:41:37 main:574] : INFO : Epoch 1783 | loss: 0.0311118 | val_loss: 0.0311715 | Time: 4160.11 ms [2021-08-21 03:41:41 main:574] : INFO : Epoch 1784 | loss: 0.0311123 | val_loss: 0.0311644 | Time: 4221.59 ms [2021-08-21 03:41:46 main:574] : INFO : Epoch 1785 | loss: 0.0311146 | val_loss: 0.0311613 | Time: 4150.41 ms [2021-08-21 03:41:50 main:574] : INFO : Epoch 1786 | loss: 0.0311132 | val_loss: 0.0311669 | Time: 4121.12 ms [2021-08-21 03:41:54 main:574] : INFO : Epoch 1787 | loss: 0.0311126 | val_loss: 0.0311687 | Time: 4214.36 ms [2021-08-21 03:41:58 main:574] : INFO : Epoch 1788 | loss: 0.0311126 | val_loss: 0.0311722 | Time: 4132.95 ms [2021-08-21 03:42:02 main:574] : INFO : Epoch 1789 | loss: 0.0311072 | val_loss: 0.0311697 | Time: 4164.54 ms [2021-08-21 03:42:07 main:574] : INFO : Epoch 1790 | loss: 0.0311059 | val_loss: 0.0311665 | Time: 4109.16 ms [2021-08-21 03:42:11 main:574] : INFO : Epoch 1791 | loss: 0.0311031 | val_loss: 0.0311728 | Time: 4178.68 ms [2021-08-21 03:42:15 main:574] : INFO : Epoch 1792 | loss: 0.0311024 | val_loss: 0.0311768 | Time: 4193.57 ms [2021-08-21 03:42:19 main:574] : INFO : Epoch 1793 | loss: 0.0311049 | val_loss: 0.0311782 | Time: 4115.96 ms [2021-08-21 03:42:23 main:574] : INFO : Epoch 1794 | loss: 0.0311079 | val_loss: 0.0311754 | Time: 4165.37 ms [2021-08-21 03:42:27 main:574] : INFO : Epoch 1795 | loss: 0.031103 | val_loss: 0.0311726 | Time: 4140.9 ms [2021-08-21 03:42:32 main:574] : INFO : Epoch 1796 | loss: 0.0311055 | val_loss: 0.0311734 | Time: 4200.71 ms [2021-08-21 03:42:36 main:574] : INFO : Epoch 1797 | loss: 0.0311102 | val_loss: 0.0311701 | Time: 4197.78 ms [2021-08-21 03:42:40 main:574] : INFO : Epoch 1798 | loss: 0.0311094 | val_loss: 0.0311684 | Time: 4186.73 ms [2021-08-21 03:42:44 main:574] : INFO : Epoch 1799 | loss: 0.0311053 | val_loss: 0.0311706 | Time: 4252.09 ms [2021-08-21 03:42:49 main:574] : INFO : Epoch 1800 | loss: 0.0311076 | val_loss: 0.0311772 | Time: 4220.95 ms [2021-08-21 03:42:53 main:574] : INFO : Epoch 1801 | loss: 0.0311017 | val_loss: 0.0311762 | Time: 4151.31 ms [2021-08-21 03:42:57 main:574] : INFO : Epoch 1802 | loss: 0.031107 | val_loss: 0.0311736 | Time: 4231.5 ms [2021-08-21 03:43:01 main:574] : INFO : Epoch 1803 | loss: 0.0311143 | val_loss: 0.0311624 | Time: 4174.1 ms [2021-08-21 03:43:05 main:574] : INFO : Epoch 1804 | loss: 0.0311221 | val_loss: 0.0311768 | Time: 4180.38 ms [2021-08-21 03:43:10 main:574] : INFO : Epoch 1805 | loss: 0.0311199 | val_loss: 0.0311677 | Time: 4094.23 ms [2021-08-21 03:43:14 main:574] : INFO : Epoch 1806 | loss: 0.0311153 | val_loss: 0.0311681 | Time: 4190.44 ms [2021-08-21 03:43:18 main:574] : INFO : Epoch 1807 | loss: 0.0311128 | val_loss: 0.0311709 | Time: 4268.03 ms [2021-08-21 03:43:22 main:574] : INFO : Epoch 1808 | loss: 0.0311117 | val_loss: 0.0311676 | Time: 4279.36 ms [2021-08-21 03:43:27 main:574] : INFO : Epoch 1809 | loss: 0.0311116 | val_loss: 0.0311812 | Time: 4208.57 ms [2021-08-21 03:43:31 main:574] : INFO : Epoch 1810 | loss: 0.0311066 | val_loss: 0.0311791 | Time: 4121.78 ms [2021-08-21 03:43:35 main:574] : INFO : Epoch 1811 | loss: 0.0311045 | val_loss: 0.0311843 | Time: 4202.97 ms [2021-08-21 03:43:39 main:574] : INFO : Epoch 1812 | loss: 0.0311002 | val_loss: 0.0311695 | Time: 4223.08 ms [2021-08-21 03:43:43 main:574] : INFO : Epoch 1813 | loss: 0.0310996 | val_loss: 0.0311857 | Time: 4160.43 ms [2021-08-21 03:43:48 main:574] : INFO : Epoch 1814 | loss: 0.0311051 | val_loss: 0.0311722 | Time: 4119.52 ms [2021-08-21 03:43:52 main:574] : INFO : Epoch 1815 | loss: 0.0311039 | val_loss: 0.0311813 | Time: 4146.63 ms [2021-08-21 03:43:56 main:574] : INFO : Epoch 1816 | loss: 0.0311036 | val_loss: 0.0311867 | Time: 4178.58 ms [2021-08-21 03:44:00 main:574] : INFO : Epoch 1817 | loss: 0.031103 | val_loss: 0.0311692 | Time: 4222.17 ms [2021-08-21 03:44:04 main:574] : INFO : Epoch 1818 | loss: 0.0311082 | val_loss: 0.0311834 | Time: 4135.69 ms [2021-08-21 03:44:09 main:574] : INFO : Epoch 1819 | loss: 0.0311053 | val_loss: 0.0311756 | Time: 4176.57 ms [2021-08-21 03:44:13 main:574] : INFO : Epoch 1820 | loss: 0.0311066 | val_loss: 0.0311797 | Time: 4077.14 ms [2021-08-21 03:44:17 main:574] : INFO : Epoch 1821 | loss: 0.0311108 | val_loss: 0.03118 | Time: 4109.83 ms [2021-08-21 03:44:21 main:574] : INFO : Epoch 1822 | loss: 0.0311098 | val_loss: 0.031173 | Time: 4055.91 ms [2021-08-21 03:44:25 main:574] : INFO : Epoch 1823 | loss: 0.0311053 | val_loss: 0.0311929 | Time: 4076.88 ms [2021-08-21 03:44:29 main:574] : INFO : Epoch 1824 | loss: 0.0311064 | val_loss: 0.0311796 | Time: 4122.24 ms [2021-08-21 03:44:33 main:574] : INFO : Epoch 1825 | loss: 0.0311017 | val_loss: 0.031185 | Time: 4147.87 ms [2021-08-21 03:44:37 main:574] : INFO : Epoch 1826 | loss: 0.0311047 | val_loss: 0.0311713 | Time: 4136.77 ms [2021-08-21 03:44:42 main:574] : INFO : Epoch 1827 | loss: 0.0311069 | val_loss: 0.0311737 | Time: 4142.47 ms [2021-08-21 03:44:46 main:574] : INFO : Epoch 1828 | loss: 0.031101 | val_loss: 0.0311829 | Time: 4243.26 ms [2021-08-21 03:44:50 main:574] : INFO : Epoch 1829 | loss: 0.0311147 | val_loss: 0.0311635 | Time: 4289.96 ms [2021-08-21 03:44:54 main:574] : INFO : Epoch 1830 | loss: 0.0311209 | val_loss: 0.0311663 | Time: 4147.53 ms [2021-08-21 03:44:59 main:574] : INFO : Epoch 1831 | loss: 0.0311175 | val_loss: 0.0311678 | Time: 4234.12 ms [2021-08-21 03:45:03 main:574] : INFO : Epoch 1832 | loss: 0.0311149 | val_loss: 0.0311692 | Time: 4191.46 ms [2021-08-21 03:45:07 main:574] : INFO : Epoch 1833 | loss: 0.0311114 | val_loss: 0.0311705 | Time: 4131.18 ms [2021-08-21 03:45:11 main:574] : INFO : Epoch 1834 | loss: 0.0311086 | val_loss: 0.0311774 | Time: 4088.06 ms [2021-08-21 03:45:15 main:574] : INFO : Epoch 1835 | loss: 0.0311095 | val_loss: 0.0311716 | Time: 4096.15 ms [2021-08-21 03:45:19 main:574] : INFO : Epoch 1836 | loss: 0.0311068 | val_loss: 0.0311809 | Time: 4080.44 ms [2021-08-21 03:45:23 main:574] : INFO : Epoch 1837 | loss: 0.0311041 | val_loss: 0.031175 | Time: 4137.81 ms [2021-08-21 03:45:28 main:574] : INFO : Epoch 1838 | loss: 0.031104 | val_loss: 0.0311904 | Time: 4138.66 ms [2021-08-21 03:45:32 main:574] : INFO : Epoch 1839 | loss: 0.0311081 | val_loss: 0.0311841 | Time: 4235.64 ms [2021-08-21 03:45:36 main:574] : INFO : Epoch 1840 | loss: 0.0311039 | val_loss: 0.0311778 | Time: 4244.52 ms [2021-08-21 03:45:40 main:574] : INFO : Epoch 1841 | loss: 0.0311023 | val_loss: 0.0311777 | Time: 4127.79 ms [2021-08-21 03:45:44 main:574] : INFO : Epoch 1842 | loss: 0.0310995 | val_loss: 0.0311806 | Time: 4122.73 ms [2021-08-21 03:45:49 main:574] : INFO : Epoch 1843 | loss: 0.0311011 | val_loss: 0.0311804 | Time: 4162.29 ms [2021-08-21 03:45:53 main:574] : INFO : Epoch 1844 | loss: 0.0310992 | val_loss: 0.0311733 | Time: 4146.25 ms [2021-08-21 03:45:57 main:574] : INFO : Epoch 1845 | loss: 0.031097 | val_loss: 0.0311791 | Time: 4190.03 ms [2021-08-21 03:46:01 main:574] : INFO : Epoch 1846 | loss: 0.0311006 | val_loss: 0.0311729 | Time: 4259.65 ms [2021-08-21 03:46:06 main:574] : INFO : Epoch 1847 | loss: 0.0310992 | val_loss: 0.0311757 | Time: 4169.49 ms [2021-08-21 03:46:10 main:574] : INFO : Epoch 1848 | loss: 0.0311019 | val_loss: 0.0311685 | Time: 4091.64 ms [2021-08-21 03:46:14 main:574] : INFO : Epoch 1849 | loss: 0.0311029 | val_loss: 0.0311765 | Time: 4080.59 ms [2021-08-21 03:46:18 main:574] : INFO : Epoch 1850 | loss: 0.0311015 | val_loss: 0.0311687 | Time: 4072.65 ms [2021-08-21 03:46:22 main:574] : INFO : Epoch 1851 | loss: 0.0310965 | val_loss: 0.0311797 | Time: 4137.7 ms [2021-08-21 03:46:26 main:574] : INFO : Epoch 1852 | loss: 0.0310968 | val_loss: 0.0311756 | Time: 4111.81 ms [2021-08-21 03:46:30 main:574] : INFO : Epoch 1853 | loss: 0.0311053 | val_loss: 0.0311822 | Time: 4224.72 ms [2021-08-21 03:46:35 main:574] : INFO : Epoch 1854 | loss: 0.0311014 | val_loss: 0.0311753 | Time: 4196.31 ms [2021-08-21 03:46:39 main:574] : INFO : Epoch 1855 | loss: 0.0311013 | val_loss: 0.0311828 | Time: 4312.93 ms [2021-08-21 03:46:43 main:574] : INFO : Epoch 1856 | loss: 0.0311039 | val_loss: 0.0311747 | Time: 4212.27 ms [2021-08-21 03:46:47 main:574] : INFO : Epoch 1857 | loss: 0.0311076 | val_loss: 0.0311849 | Time: 4206.87 ms [2021-08-21 03:46:52 main:574] : INFO : Epoch 1858 | loss: 0.0311051 | val_loss: 0.0311797 | Time: 4210.54 ms [2021-08-21 03:46:56 main:574] : INFO : Epoch 1859 | loss: 0.0311035 | val_loss: 0.0311703 | Time: 4275.21 ms [2021-08-21 03:47:00 main:574] : INFO : Epoch 1860 | loss: 0.0311039 | val_loss: 0.0311864 | Time: 4114.15 ms [2021-08-21 03:47:04 main:574] : INFO : Epoch 1861 | loss: 0.0311038 | val_loss: 0.031177 | Time: 4172.45 ms [2021-08-21 03:47:08 main:574] : INFO : Epoch 1862 | loss: 0.0311053 | val_loss: 0.0311832 | Time: 4129.92 ms [2021-08-21 03:47:13 main:574] : INFO : Epoch 1863 | loss: 0.0311444 | val_loss: 0.0311861 | Time: 4102.62 ms [2021-08-21 03:47:17 main:574] : INFO : Epoch 1864 | loss: 0.0311418 | val_loss: 0.0311642 | Time: 4421.76 ms [2021-08-21 03:47:21 main:574] : INFO : Epoch 1865 | loss: 0.0311336 | val_loss: 0.0311645 | Time: 4359.1 ms [2021-08-21 03:47:26 main:574] : INFO : Epoch 1866 | loss: 0.03113 | val_loss: 0.0311572 | Time: 4317.46 ms [2021-08-21 03:47:30 main:574] : INFO : Epoch 1867 | loss: 0.0311291 | val_loss: 0.0311625 | Time: 4069.22 ms [2021-08-21 03:47:34 main:574] : INFO : Epoch 1868 | loss: 0.0311218 | val_loss: 0.0311685 | Time: 4150.52 ms [2021-08-21 03:47:38 main:574] : INFO : Epoch 1869 | loss: 0.0311224 | val_loss: 0.0311599 | Time: 4146.48 ms [2021-08-21 03:47:42 main:574] : INFO : Epoch 1870 | loss: 0.0311215 | val_loss: 0.0311661 | Time: 4201.79 ms [2021-08-21 03:47:47 main:574] : INFO : Epoch 1871 | loss: 0.031123 | val_loss: 0.0311657 | Time: 4307.38 ms [2021-08-21 03:47:51 main:574] : INFO : Epoch 1872 | loss: 0.0311183 | val_loss: 0.0311669 | Time: 4130.87 ms [2021-08-21 03:47:55 main:574] : INFO : Epoch 1873 | loss: 0.0311166 | val_loss: 0.0311694 | Time: 4134.6 ms [2021-08-21 03:47:59 main:574] : INFO : Epoch 1874 | loss: 0.0311127 | val_loss: 0.0311712 | Time: 4243.85 ms [2021-08-21 03:48:03 main:574] : INFO : Epoch 1875 | loss: 0.0311103 | val_loss: 0.0311772 | Time: 4149.17 ms [2021-08-21 03:48:07 main:574] : INFO : Epoch 1876 | loss: 0.0311152 | val_loss: 0.0311714 | Time: 4040.76 ms [2021-08-21 03:48:12 main:574] : INFO : Epoch 1877 | loss: 0.0311168 | val_loss: 0.0311766 | Time: 4080.59 ms [2021-08-21 03:48:16 main:574] : INFO : Epoch 1878 | loss: 0.031117 | val_loss: 0.0311704 | Time: 4153.38 ms [2021-08-21 03:48:20 main:574] : INFO : Epoch 1879 | loss: 0.0311151 | val_loss: 0.0311682 | Time: 4145.89 ms [2021-08-21 03:48:24 main:574] : INFO : Epoch 1880 | loss: 0.0311116 | val_loss: 0.0311708 | Time: 4156.78 ms [2021-08-21 03:48:28 main:574] : INFO : Epoch 1881 | loss: 0.0311076 | val_loss: 0.031172 | Time: 4123.2 ms [2021-08-21 03:48:32 main:574] : INFO : Epoch 1882 | loss: 0.0311066 | val_loss: 0.0311782 | Time: 4140.13 ms [2021-08-21 03:48:37 main:574] : INFO : Epoch 1883 | loss: 0.0311064 | val_loss: 0.0311757 | Time: 4224.42 ms [2021-08-21 03:48:41 main:574] : INFO : Epoch 1884 | loss: 0.0311035 | val_loss: 0.0311767 | Time: 4131.77 ms [2021-08-21 03:48:45 main:574] : INFO : Epoch 1885 | loss: 0.031101 | val_loss: 0.0311778 | Time: 4069.12 ms [2021-08-21 03:48:49 main:574] : INFO : Epoch 1886 | loss: 0.0311033 | val_loss: 0.0311771 | Time: 4195.46 ms [2021-08-21 03:48:53 main:574] : INFO : Epoch 1887 | loss: 0.0311055 | val_loss: 0.03117 | Time: 4319.53 ms [2021-08-21 03:48:58 main:574] : INFO : Epoch 1888 | loss: 0.0311042 | val_loss: 0.0311764 | Time: 4180.37 ms [2021-08-21 03:49:02 main:574] : INFO : Epoch 1889 | loss: 0.0311058 | val_loss: 0.031168 | Time: 4144.89 ms [2021-08-21 03:49:06 main:574] : INFO : Epoch 1890 | loss: 0.031109 | val_loss: 0.0311707 | Time: 4180.97 ms [2021-08-21 03:49:10 main:574] : INFO : Epoch 1891 | loss: 0.0311102 | val_loss: 0.031175 | Time: 4184.62 ms [2021-08-21 03:49:14 main:574] : INFO : Epoch 1892 | loss: 0.0311082 | val_loss: 0.0311745 | Time: 4114.26 ms [2021-08-21 03:49:19 main:574] : INFO : Epoch 1893 | loss: 0.0311075 | val_loss: 0.0311717 | Time: 4156.91 ms [2021-08-21 03:49:23 main:574] : INFO : Epoch 1894 | loss: 0.0311089 | val_loss: 0.0311717 | Time: 4151.62 ms [2021-08-21 03:49:27 main:574] : INFO : Epoch 1895 | loss: 0.0311056 | val_loss: 0.0311711 | Time: 4208.01 ms [2021-08-21 03:49:31 main:574] : INFO : Epoch 1896 | loss: 0.0311047 | val_loss: 0.0311701 | Time: 4153.18 ms [2021-08-21 03:49:35 main:574] : INFO : Epoch 1897 | loss: 0.0311035 | val_loss: 0.0311798 | Time: 4120.82 ms [2021-08-21 03:49:40 main:574] : INFO : Epoch 1898 | loss: 0.0311021 | val_loss: 0.0311766 | Time: 4215.71 ms [2021-08-21 03:49:44 main:574] : INFO : Epoch 1899 | loss: 0.0311035 | val_loss: 0.031173 | Time: 4172.03 ms [2021-08-21 03:49:48 main:574] : INFO : Epoch 1900 | loss: 0.0311033 | val_loss: 0.0311778 | Time: 4188.28 ms [2021-08-21 03:49:52 main:574] : INFO : Epoch 1901 | loss: 0.0311046 | val_loss: 0.0311797 | Time: 4267.71 ms [2021-08-21 03:49:56 main:574] : INFO : Epoch 1902 | loss: 0.0311005 | val_loss: 0.0311743 | Time: 4128.35 ms [2021-08-21 03:50:01 main:574] : INFO : Epoch 1903 | loss: 0.0311011 | val_loss: 0.0311798 | Time: 4222.13 ms [2021-08-21 03:50:05 main:574] : INFO : Epoch 1904 | loss: 0.0310996 | val_loss: 0.0311746 | Time: 4196.33 ms [2021-08-21 03:50:09 main:574] : INFO : Epoch 1905 | loss: 0.031104 | val_loss: 0.0311753 | Time: 4113.44 ms [2021-08-21 03:50:13 main:574] : INFO : Epoch 1906 | loss: 0.0311002 | val_loss: 0.0311772 | Time: 4191.2 ms [2021-08-21 03:50:17 main:574] : INFO : Epoch 1907 | loss: 0.0311042 | val_loss: 0.0311738 | Time: 4163.52 ms [2021-08-21 03:50:22 main:574] : INFO : Epoch 1908 | loss: 0.031099 | val_loss: 0.031178 | Time: 4265.59 ms [2021-08-21 03:50:26 main:574] : INFO : Epoch 1909 | loss: 0.0310966 | val_loss: 0.03118 | Time: 4151.47 ms [2021-08-21 03:50:30 main:574] : INFO : Epoch 1910 | loss: 0.0310957 | val_loss: 0.0311932 | Time: 4122.85 ms [2021-08-21 03:50:34 main:574] : INFO : Epoch 1911 | loss: 0.031096 | val_loss: 0.0311778 | Time: 4270.49 ms [2021-08-21 03:50:38 main:574] : INFO : Epoch 1912 | loss: 0.031097 | val_loss: 0.0311777 | Time: 4133.52 ms [2021-08-21 03:50:43 main:574] : INFO : Epoch 1913 | loss: 0.0310976 | val_loss: 0.0311752 | Time: 4131.77 ms [2021-08-21 03:50:47 main:574] : INFO : Epoch 1914 | loss: 0.0310991 | val_loss: 0.0311828 | Time: 4293.9 ms [2021-08-21 03:50:51 main:574] : INFO : Epoch 1915 | loss: 0.0310981 | val_loss: 0.0311848 | Time: 4362.17 ms [2021-08-21 03:50:56 main:574] : INFO : Epoch 1916 | loss: 0.0310953 | val_loss: 0.0311792 | Time: 4341.02 ms [2021-08-21 03:51:00 main:574] : INFO : Epoch 1917 | loss: 0.0310965 | val_loss: 0.0311756 | Time: 4316.74 ms [2021-08-21 03:51:04 main:574] : INFO : Epoch 1918 | loss: 0.031099 | val_loss: 0.0311833 | Time: 4151.9 ms [2021-08-21 03:51:08 main:574] : INFO : Epoch 1919 | loss: 0.0310976 | val_loss: 0.0311774 | Time: 4158.29 ms [2021-08-21 03:51:12 main:574] : INFO : Epoch 1920 | loss: 0.0310965 | val_loss: 0.0311806 | Time: 4094.98 ms [2021-08-21 03:51:16 main:574] : INFO : Epoch 1921 | loss: 0.0310966 | val_loss: 0.0311831 | Time: 4074.29 ms [2021-08-21 03:51:21 main:574] : INFO : Epoch 1922 | loss: 0.0310989 | val_loss: 0.0311716 | Time: 4114.42 ms [2021-08-21 03:51:25 main:574] : INFO : Epoch 1923 | loss: 0.031101 | val_loss: 0.0311744 | Time: 4195.72 ms [2021-08-21 03:51:29 main:574] : INFO : Epoch 1924 | loss: 0.0310977 | val_loss: 0.0311831 | Time: 4228.51 ms [2021-08-21 03:51:33 main:574] : INFO : Epoch 1925 | loss: 0.0310961 | val_loss: 0.0311821 | Time: 4338.34 ms [2021-08-21 03:51:38 main:574] : INFO : Epoch 1926 | loss: 0.031097 | val_loss: 0.0311842 | Time: 4264.03 ms [2021-08-21 03:51:42 main:574] : INFO : Epoch 1927 | loss: 0.0310965 | val_loss: 0.0311826 | Time: 4252.42 ms [2021-08-21 03:51:46 main:574] : INFO : Epoch 1928 | loss: 0.0310939 | val_loss: 0.0311734 | Time: 4164.09 ms [2021-08-21 03:51:50 main:574] : INFO : Epoch 1929 | loss: 0.0311034 | val_loss: 0.0311771 | Time: 4154.16 ms [2021-08-21 03:51:55 main:574] : INFO : Epoch 1930 | loss: 0.0311099 | val_loss: 0.0311739 | Time: 4247.05 ms [2021-08-21 03:51:59 main:574] : INFO : Epoch 1931 | loss: 0.0311065 | val_loss: 0.0311737 | Time: 4147.72 ms [2021-08-21 03:52:03 main:574] : INFO : Epoch 1932 | loss: 0.0311019 | val_loss: 0.0311739 | Time: 4206.86 ms [2021-08-21 03:52:07 main:574] : INFO : Epoch 1933 | loss: 0.0310991 | val_loss: 0.0311758 | Time: 4221.39 ms [2021-08-21 03:52:11 main:574] : INFO : Epoch 1934 | loss: 0.0310964 | val_loss: 0.0311786 | Time: 4218.65 ms [2021-08-21 03:52:16 main:574] : INFO : Epoch 1935 | loss: 0.0310938 | val_loss: 0.0311763 | Time: 4201.99 ms [2021-08-21 03:52:20 main:574] : INFO : Epoch 1936 | loss: 0.0310977 | val_loss: 0.0311801 | Time: 4258.51 ms [2021-08-21 03:52:24 main:574] : INFO : Epoch 1937 | loss: 0.0310954 | val_loss: 0.0311899 | Time: 4119.88 ms [2021-08-21 03:52:28 main:574] : INFO : Epoch 1938 | loss: 0.0310994 | val_loss: 0.0311831 | Time: 4275.01 ms [2021-08-21 03:52:33 main:574] : INFO : Epoch 1939 | loss: 0.031095 | val_loss: 0.0311833 | Time: 4232.13 ms [2021-08-21 03:52:37 main:574] : INFO : Epoch 1940 | loss: 0.0310964 | val_loss: 0.0311789 | Time: 4120.03 ms [2021-08-21 03:52:41 main:574] : INFO : Epoch 1941 | loss: 0.031097 | val_loss: 0.0311737 | Time: 4225.29 ms [2021-08-21 03:52:45 main:574] : INFO : Epoch 1942 | loss: 0.0311096 | val_loss: 0.0311767 | Time: 4302.03 ms [2021-08-21 03:52:50 main:574] : INFO : Epoch 1943 | loss: 0.0311099 | val_loss: 0.0311625 | Time: 4303.32 ms [2021-08-21 03:52:54 main:574] : INFO : Epoch 1944 | loss: 0.0311064 | val_loss: 0.0311698 | Time: 4145.06 ms [2021-08-21 03:52:58 main:574] : INFO : Epoch 1945 | loss: 0.0311032 | val_loss: 0.0311713 | Time: 4177.95 ms [2021-08-21 03:53:02 main:574] : INFO : Epoch 1946 | loss: 0.0311034 | val_loss: 0.0311725 | Time: 4211.05 ms [2021-08-21 03:53:06 main:574] : INFO : Epoch 1947 | loss: 0.0311038 | val_loss: 0.0311671 | Time: 4125.01 ms [2021-08-21 03:53:10 main:574] : INFO : Epoch 1948 | loss: 0.0311026 | val_loss: 0.0311713 | Time: 4047.55 ms [2021-08-21 03:53:15 main:574] : INFO : Epoch 1949 | loss: 0.0310991 | val_loss: 0.0311745 | Time: 4085.33 ms [2021-08-21 03:53:19 main:574] : INFO : Epoch 1950 | loss: 0.0311018 | val_loss: 0.0311727 | Time: 4128.23 ms [2021-08-21 03:53:23 main:574] : INFO : Epoch 1951 | loss: 0.0310981 | val_loss: 0.031176 | Time: 4077.85 ms [2021-08-21 03:53:27 main:574] : INFO : Epoch 1952 | loss: 0.0311007 | val_loss: 0.031172 | Time: 4192.79 ms [2021-08-21 03:53:31 main:574] : INFO : Epoch 1953 | loss: 0.0311021 | val_loss: 0.0311791 | Time: 4171.26 ms [2021-08-21 03:53:35 main:574] : INFO : Epoch 1954 | loss: 0.0311007 | val_loss: 0.0311663 | Time: 4203.34 ms [2021-08-21 03:53:40 main:574] : INFO : Epoch 1955 | loss: 0.031096 | val_loss: 0.0311804 | Time: 4095.54 ms [2021-08-21 03:53:44 main:574] : INFO : Epoch 1956 | loss: 0.031095 | val_loss: 0.0311752 | Time: 4190.14 ms [2021-08-21 03:53:48 main:574] : INFO : Epoch 1957 | loss: 0.0310946 | val_loss: 0.0311789 | Time: 4078.07 ms [2021-08-21 03:53:52 main:574] : INFO : Epoch 1958 | loss: 0.0310942 | val_loss: 0.0311754 | Time: 4165.89 ms [2021-08-21 03:53:56 main:574] : INFO : Epoch 1959 | loss: 0.0310923 | val_loss: 0.0311724 | Time: 4227.62 ms [2021-08-21 03:54:01 main:574] : INFO : Epoch 1960 | loss: 0.0310962 | val_loss: 0.0311761 | Time: 4484.39 ms [2021-08-21 03:54:05 main:574] : INFO : Epoch 1961 | loss: 0.031093 | val_loss: 0.0311757 | Time: 4143.69 ms [2021-08-21 03:54:09 main:574] : INFO : Epoch 1962 | loss: 0.0310941 | val_loss: 0.0311753 | Time: 4316.64 ms [2021-08-21 03:54:14 main:574] : INFO : Epoch 1963 | loss: 0.0310907 | val_loss: 0.0311717 | Time: 4261.79 ms [2021-08-21 03:54:18 main:574] : INFO : Epoch 1964 | loss: 0.0310929 | val_loss: 0.0311715 | Time: 4160.42 ms [2021-08-21 03:54:22 main:574] : INFO : Epoch 1965 | loss: 0.0310989 | val_loss: 0.0311813 | Time: 4118.3 ms [2021-08-21 03:54:26 main:574] : INFO : Epoch 1966 | loss: 0.0310963 | val_loss: 0.0311778 | Time: 4150.04 ms [2021-08-21 03:54:30 main:574] : INFO : Epoch 1967 | loss: 0.0310991 | val_loss: 0.0311679 | Time: 4293.58 ms [2021-08-21 03:54:35 main:574] : INFO : Epoch 1968 | loss: 0.0311021 | val_loss: 0.031178 | Time: 4202.72 ms [2021-08-21 03:54:39 main:574] : INFO : Epoch 1969 | loss: 0.0310997 | val_loss: 0.0311696 | Time: 4094.18 ms [2021-08-21 03:54:43 main:574] : INFO : Epoch 1970 | loss: 0.031097 | val_loss: 0.0311757 | Time: 4264.78 ms [2021-08-21 03:54:47 main:574] : INFO : Epoch 1971 | loss: 0.0310973 | val_loss: 0.0311828 | Time: 4124.01 ms [2021-08-21 03:54:51 main:574] : INFO : Epoch 1972 | loss: 0.0310921 | val_loss: 0.0311776 | Time: 4173.64 ms [2021-08-21 03:54:56 main:574] : INFO : Epoch 1973 | loss: 0.0310924 | val_loss: 0.0311747 | Time: 4126.32 ms [2021-08-21 03:55:00 main:574] : INFO : Epoch 1974 | loss: 0.031094 | val_loss: 0.0311717 | Time: 4152.35 ms [2021-08-21 03:55:04 main:574] : INFO : Epoch 1975 | loss: 0.0310931 | val_loss: 0.0311731 | Time: 4173.76 ms [2021-08-21 03:55:08 main:574] : INFO : Epoch 1976 | loss: 0.0311009 | val_loss: 0.0311733 | Time: 4146.99 ms [2021-08-21 03:55:12 main:574] : INFO : Epoch 1977 | loss: 0.0311004 | val_loss: 0.0311709 | Time: 4098.22 ms [2021-08-21 03:55:16 main:574] : INFO : Epoch 1978 | loss: 0.0310979 | val_loss: 0.0311731 | Time: 4130.29 ms [2021-08-21 03:55:20 main:574] : INFO : Epoch 1979 | loss: 0.0310917 | val_loss: 0.0311818 | Time: 4098.88 ms [2021-08-21 03:55:25 main:574] : INFO : Epoch 1980 | loss: 0.0310948 | val_loss: 0.0311822 | Time: 4084.05 ms [2021-08-21 03:55:29 main:574] : INFO : Epoch 1981 | loss: 0.0310972 | val_loss: 0.0311814 | Time: 4209.06 ms [2021-08-21 03:55:33 main:574] : INFO : Epoch 1982 | loss: 0.0310941 | val_loss: 0.0311806 | Time: 4119.89 ms [2021-08-21 03:55:37 main:574] : INFO : Epoch 1983 | loss: 0.0310934 | val_loss: 0.031174 | Time: 4095.85 ms [2021-08-21 03:55:41 main:574] : INFO : Epoch 1984 | loss: 0.0310918 | val_loss: 0.0311831 | Time: 4112.11 ms [2021-08-21 03:55:45 main:574] : INFO : Epoch 1985 | loss: 0.0311026 | val_loss: 0.0311846 | Time: 4196.58 ms [2021-08-21 03:55:50 main:574] : INFO : Epoch 1986 | loss: 0.0311054 | val_loss: 0.0311733 | Time: 4162.8 ms [2021-08-21 03:55:54 main:574] : INFO : Epoch 1987 | loss: 0.0310959 | val_loss: 0.0311875 | Time: 4281.71 ms [2021-08-21 03:55:58 main:574] : INFO : Epoch 1988 | loss: 0.0310897 | val_loss: 0.0311796 | Time: 4114.52 ms [2021-08-21 03:56:02 main:574] : INFO : Epoch 1989 | loss: 0.0311037 | val_loss: 0.0311762 | Time: 4170.1 ms [2021-08-21 03:56:06 main:574] : INFO : Epoch 1990 | loss: 0.0311012 | val_loss: 0.0311746 | Time: 4084 ms [2021-08-21 03:56:10 main:574] : INFO : Epoch 1991 | loss: 0.0310963 | val_loss: 0.031179 | Time: 4116.81 ms [2021-08-21 03:56:15 main:574] : INFO : Epoch 1992 | loss: 0.0310924 | val_loss: 0.0311847 | Time: 4121.84 ms [2021-08-21 03:56:19 main:574] : INFO : Epoch 1993 | loss: 0.0310961 | val_loss: 0.0311793 | Time: 4066.49 ms [2021-08-21 03:56:23 main:574] : INFO : Epoch 1994 | loss: 0.0311026 | val_loss: 0.0311791 | Time: 4512.31 ms [2021-08-21 03:56:27 main:574] : INFO : Epoch 1995 | loss: 0.0311014 | val_loss: 0.0311819 | Time: 4191.04 ms [2021-08-21 03:56:32 main:574] : INFO : Epoch 1996 | loss: 0.0310963 | val_loss: 0.0311855 | Time: 4223.43 ms [2021-08-21 03:56:36 main:574] : INFO : Epoch 1997 | loss: 0.0310915 | val_loss: 0.0311785 | Time: 4145.37 ms [2021-08-21 03:56:40 main:574] : INFO : Epoch 1998 | loss: 0.0310951 | val_loss: 0.0311797 | Time: 4203.63 ms [2021-08-21 03:56:44 main:574] : INFO : Epoch 1999 | loss: 0.0310973 | val_loss: 0.0311781 | Time: 4238.85 ms [2021-08-21 03:56:49 main:574] : INFO : Epoch 2000 | loss: 0.0311008 | val_loss: 0.0311701 | Time: 4266.53 ms [2021-08-21 03:56:53 main:574] : INFO : Epoch 2001 | loss: 0.0310956 | val_loss: 0.0311789 | Time: 4155.92 ms [2021-08-21 03:56:57 main:574] : INFO : Epoch 2002 | loss: 0.0310917 | val_loss: 0.0311856 | Time: 4203.09 ms [2021-08-21 03:57:01 main:574] : INFO : Epoch 2003 | loss: 0.031091 | val_loss: 0.0311778 | Time: 4170.61 ms [2021-08-21 03:57:05 main:574] : INFO : Epoch 2004 | loss: 0.0310914 | val_loss: 0.031176 | Time: 4164.99 ms [2021-08-21 03:57:10 main:574] : INFO : Epoch 2005 | loss: 0.0310867 | val_loss: 0.0311866 | Time: 4201.9 ms [2021-08-21 03:57:14 main:574] : INFO : Epoch 2006 | loss: 0.0310891 | val_loss: 0.0311855 | Time: 4293.53 ms [2021-08-21 03:57:18 main:574] : INFO : Epoch 2007 | loss: 0.0310895 | val_loss: 0.0311893 | Time: 4203.78 ms [2021-08-21 03:57:22 main:574] : INFO : Epoch 2008 | loss: 0.0310886 | val_loss: 0.0311836 | Time: 4199.02 ms [2021-08-21 03:57:27 main:574] : INFO : Epoch 2009 | loss: 0.0310881 | val_loss: 0.0311822 | Time: 4282.52 ms [2021-08-21 03:57:31 main:574] : INFO : Epoch 2010 | loss: 0.0310892 | val_loss: 0.0311759 | Time: 4557.1 ms [2021-08-21 03:57:35 main:574] : INFO : Epoch 2011 | loss: 0.0310874 | val_loss: 0.03118 | Time: 4285.03 ms [2021-08-21 03:57:40 main:574] : INFO : Epoch 2012 | loss: 0.0310903 | val_loss: 0.0311917 | Time: 4391.37 ms [2021-08-21 03:57:44 main:574] : INFO : Epoch 2013 | loss: 0.0311195 | val_loss: 0.0311736 | Time: 4456.51 ms [2021-08-21 03:57:50 main:574] : INFO : Epoch 2014 | loss: 0.0311171 | val_loss: 0.0311728 | Time: 5498.57 ms [2021-08-21 03:57:55 main:574] : INFO : Epoch 2015 | loss: 0.0311075 | val_loss: 0.0311798 | Time: 4725.99 ms [2021-08-21 03:57:59 main:574] : INFO : Epoch 2016 | loss: 0.0310971 | val_loss: 0.0311725 | Time: 4515.01 ms [2021-08-21 03:58:04 main:574] : INFO : Epoch 2017 | loss: 0.0310984 | val_loss: 0.031179 | Time: 4635.77 ms [2021-08-21 03:58:08 main:574] : INFO : Epoch 2018 | loss: 0.0311008 | val_loss: 0.0311795 | Time: 4620.39 ms [2021-08-21 03:58:13 main:574] : INFO : Epoch 2019 | loss: 0.0310961 | val_loss: 0.0311773 | Time: 4735.8 ms [2021-08-21 03:58:19 main:574] : INFO : Epoch 2020 | loss: 0.0310923 | val_loss: 0.0311841 | Time: 5778.57 ms [2021-08-21 03:58:23 main:574] : INFO : Epoch 2021 | loss: 0.0310913 | val_loss: 0.0311839 | Time: 4269.66 ms [2021-08-21 03:58:28 main:574] : INFO : Epoch 2022 | loss: 0.0310905 | val_loss: 0.0311817 | Time: 4500.99 ms [2021-08-21 03:58:32 main:574] : INFO : Epoch 2023 | loss: 0.0310907 | val_loss: 0.0311815 | Time: 4290.5 ms [2021-08-21 03:58:36 main:574] : INFO : Epoch 2024 | loss: 0.0310862 | val_loss: 0.0311831 | Time: 4243.56 ms [2021-08-21 03:58:41 main:574] : INFO : Epoch 2025 | loss: 0.0310839 | val_loss: 0.0311866 | Time: 4203.28 ms [2021-08-21 03:58:45 main:574] : INFO : Epoch 2026 | loss: 0.0310837 | val_loss: 0.0311875 | Time: 4261.01 ms [2021-08-21 03:58:49 main:574] : INFO : Epoch 2027 | loss: 0.031088 | val_loss: 0.0311893 | Time: 4203.53 ms [2021-08-21 03:58:53 main:574] : INFO : Epoch 2028 | loss: 0.0310892 | val_loss: 0.0311802 | Time: 4234.97 ms [2021-08-21 03:58:57 main:574] : INFO : Epoch 2029 | loss: 0.031095 | val_loss: 0.0311763 | Time: 4130.29 ms [2021-08-21 03:59:02 main:574] : INFO : Epoch 2030 | loss: 0.0310919 | val_loss: 0.031186 | Time: 4199.34 ms [2021-08-21 03:59:06 main:574] : INFO : Epoch 2031 | loss: 0.031093 | val_loss: 0.0311803 | Time: 4172.78 ms [2021-08-21 03:59:10 main:574] : INFO : Epoch 2032 | loss: 0.0310932 | val_loss: 0.0311867 | Time: 4149.97 ms [2021-08-21 03:59:14 main:574] : INFO : Epoch 2033 | loss: 0.0310912 | val_loss: 0.0311768 | Time: 4105.18 ms [2021-08-21 03:59:18 main:574] : INFO : Epoch 2034 | loss: 0.0310925 | val_loss: 0.0311743 | Time: 4047.43 ms [2021-08-21 03:59:22 main:574] : INFO : Epoch 2035 | loss: 0.0310885 | val_loss: 0.0311817 | Time: 4072.14 ms [2021-08-21 03:59:26 main:574] : INFO : Epoch 2036 | loss: 0.0310911 | val_loss: 0.0311809 | Time: 4125.95 ms [2021-08-21 03:59:31 main:574] : INFO : Epoch 2037 | loss: 0.031091 | val_loss: 0.0311858 | Time: 4195.6 ms [2021-08-21 03:59:35 main:574] : INFO : Epoch 2038 | loss: 0.0310936 | val_loss: 0.0311823 | Time: 4259.29 ms [2021-08-21 03:59:39 main:574] : INFO : Epoch 2039 | loss: 0.0310874 | val_loss: 0.0311861 | Time: 4174.99 ms [2021-08-21 03:59:43 main:574] : INFO : Epoch 2040 | loss: 0.0310911 | val_loss: 0.0311785 | Time: 4239.79 ms [2021-08-21 03:59:48 main:574] : INFO : Epoch 2041 | loss: 0.0310945 | val_loss: 0.0311692 | Time: 4208.88 ms [2021-08-21 03:59:52 main:574] : INFO : Epoch 2042 | loss: 0.0311107 | val_loss: 0.0311679 | Time: 4144.65 ms [2021-08-21 03:59:56 main:574] : INFO : Epoch 2043 | loss: 0.0311045 | val_loss: 0.0311775 | Time: 4232.74 ms [2021-08-21 04:00:00 main:574] : INFO : Epoch 2044 | loss: 0.0311029 | val_loss: 0.0311805 | Time: 4190.04 ms [2021-08-21 04:00:04 main:574] : INFO : Epoch 2045 | loss: 0.0310979 | val_loss: 0.0311723 | Time: 4156.69 ms [2021-08-21 04:00:09 main:574] : INFO : Epoch 2046 | loss: 0.0310958 | val_loss: 0.0311826 | Time: 4094.33 ms [2021-08-21 04:00:13 main:574] : INFO : Epoch 2047 | loss: 0.0310976 | val_loss: 0.0311711 | Time: 4132.68 ms [2021-08-21 04:00:17 main:574] : INFO : Epoch 2048 | loss: 0.0310972 | val_loss: 0.0311772 | Time: 4135.15 ms [2021-08-21 04:00:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311772 [2021-08-21 04:00:17 main:603] : INFO : Saving end state to config to file [2021-08-21 04:00:17 main:608] : INFO : Success, exiting.. 04:00:17 (9436): 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)