Task 4077983
| Name | ParityMachine-1612384171-18333-2_0 |
| Workunit | 2195026 |
| Created | 17 Feb 2021, 20:12:38 UTC |
| Sent | 28 Feb 2021, 8:30:58 UTC |
| Report deadline | 7 Mar 2021, 8:30:58 UTC |
| Received | 17 Sep 2022, 20:24:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9604 |
| Run time | 2 hours 12 min 32 sec |
| CPU time | 1 hours 57 min 40 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 11,979.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.74 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 5:42 main:574] : INFO : Epoch 1582 | loss: 0.0311069 | val_loss: 0.0311453 | Time: 3995.92 ms [2022-08-07 22:55:47 main:574] : INFO : Epoch 1583 | loss: 0.031106 | val_loss: 0.0311488 | Time: 4061.05 ms [2022-08-07 22:55:50 main:574] : INFO : Epoch 1584 | loss: 0.0311051 | val_loss: 0.0311476 | Time: 3949.32 ms [2022-08-07 22:55:54 main:574] : INFO : Epoch 1585 | loss: 0.0311076 | val_loss: 0.0311459 | Time: 3904.58 ms [2022-08-07 22:55:58 main:574] : INFO : Epoch 1586 | loss: 0.0311071 | val_loss: 0.0311469 | Time: 3988.1 ms [2022-08-07 22:56:02 main:574] : INFO : Epoch 1587 | loss: 0.0311072 | val_loss: 0.0311462 | Time: 3912.46 ms [2022-08-07 22:56:06 main:574] : INFO : Epoch 1588 | loss: 0.0311136 | val_loss: 0.0311482 | Time: 4065.93 ms [2022-08-07 22:56:10 main:574] : INFO : Epoch 1589 | loss: 0.0311118 | val_loss: 0.0311468 | Time: 4023.88 ms [2022-08-07 22:56:14 main:574] : INFO : Epoch 1590 | loss: 0.031108 | val_loss: 0.031146 | Time: 4052.09 ms [2022-08-07 22:56:19 main:574] : INFO : Epoch 1591 | loss: 0.0311051 | val_loss: 0.0311424 | Time: 4176.35 ms [2022-08-07 22:56:23 main:574] : INFO : Epoch 1592 | loss: 0.0311036 | val_loss: 0.0311461 | Time: 4031.96 ms [2022-08-07 22:56:27 main:574] : INFO : Epoch 1593 | loss: 0.0311032 | val_loss: 0.0311425 | Time: 4091.95 ms [2022-08-07 22:56:31 main:574] : INFO : Epoch 1594 | loss: 0.0311049 | val_loss: 0.0311519 | Time: 4023.32 ms [2022-08-07 22:56:35 main:574] : INFO : Epoch 1595 | loss: 0.0311072 | val_loss: 0.0311419 | Time: 3935.05 ms [2022-08-07 22:56:39 main:574] : INFO : Epoch 1596 | loss: 0.0311048 | val_loss: 0.0311416 | Time: 3882.95 ms [2022-08-07 22:56:43 main:574] : INFO : Epoch 1597 | loss: 0.0311019 | val_loss: 0.0311457 | Time: 3849.11 ms [2022-08-07 22:56:46 main:574] : INFO : Epoch 1598 | loss: 0.0311039 | val_loss: 0.0311445 | Time: 3933.08 ms [2022-08-07 22:56:51 main:574] : INFO : Epoch 1599 | loss: 0.0311154 | val_loss: 0.0311446 | Time: 4110.83 ms [2022-08-07 22:56:55 main:574] : INFO : Epoch 1600 | loss: 0.0311176 | val_loss: 0.0311429 | Time: 3992.75 ms [2022-08-07 22:56:59 main:574] : INFO : Epoch 1601 | loss: 0.0311174 | val_loss: 0.0311438 | Time: 4188.25 ms [2022-08-07 22:57:03 main:574] : INFO : Epoch 1602 | loss: 0.0311149 | val_loss: 0.0311459 | Time: 4102.17 ms [2022-08-07 22:57:07 main:574] : INFO : Epoch 1603 | loss: 0.0311118 | val_loss: 0.0311422 | Time: 4107.81 ms [2022-08-07 22:57:11 main:574] : INFO : Epoch 1604 | loss: 0.0311117 | val_loss: 0.0311446 | Time: 3926.36 ms [2022-08-07 22:57:15 main:574] : INFO : Epoch 1605 | loss: 0.0311108 | val_loss: 0.0311474 | Time: 3991.69 ms [2022-08-07 22:57:19 main:574] : INFO : Epoch 1606 | loss: 0.0311112 | val_loss: 0.0311451 | Time: 3991.69 ms [2022-08-07 22:57:23 main:574] : INFO : Epoch 1607 | loss: 0.03111 | val_loss: 0.031141 | Time: 4128.65 ms [2022-08-07 22:57:27 main:574] : INFO : Epoch 1608 | loss: 0.0311069 | val_loss: 0.0311422 | Time: 4010.81 ms [2022-08-07 22:57:31 main:574] : INFO : Epoch 1609 | loss: 0.0311147 | val_loss: 0.031146 | Time: 4119.49 ms [2022-08-07 22:57:35 main:574] : INFO : Epoch 1610 | loss: 0.0311158 | val_loss: 0.0311433 | Time: 3964.25 ms [2022-08-07 22:57:39 main:574] : INFO : Epoch 1611 | loss: 0.0311137 | val_loss: 0.0311439 | Time: 4060.74 ms [2022-08-07 22:57:43 main:574] : INFO : Epoch 1612 | loss: 0.0311106 | val_loss: 0.0311429 | Time: 3791.18 ms [2022-08-07 22:57:47 main:574] : INFO : Epoch 1613 | loss: 0.031108 | val_loss: 0.0311455 | Time: 3809 ms [2022-08-07 22:57:51 main:574] : INFO : Epoch 1614 | loss: 0.031107 | val_loss: 0.0311466 | Time: 4059.37 ms [2022-08-07 22:57:55 main:574] : INFO : Epoch 1615 | loss: 0.0311105 | val_loss: 0.0311418 | Time: 4067.56 ms [2022-08-07 22:57:59 main:574] : INFO : Epoch 1616 | loss: 0.0311106 | val_loss: 0.0311446 | Time: 4201.15 ms [2022-08-07 22:58:04 main:574] : INFO : Epoch 1617 | loss: 0.0311114 | val_loss: 0.031149 | Time: 4331.77 ms [2022-08-07 22:58:08 main:574] : INFO : Epoch 1618 | loss: 0.0311129 | val_loss: 0.0311436 | Time: 4148.64 ms [2022-08-07 22:58:12 main:574] : INFO : Epoch 1619 | loss: 0.0311183 | val_loss: 0.0311472 | Time: 4087.75 ms [2022-08-07 22:58:15 main:574] : INFO : Epoch 1620 | loss: 0.0311157 | val_loss: 0.0311473 | Time: 3685.84 ms [2022-08-07 22:58:19 main:574] : INFO : Epoch 1621 | loss: 0.0311105 | val_loss: 0.0311517 | Time: 3754.4 ms [2022-08-07 22:58:23 main:574] : INFO : Epoch 1622 | loss: 0.0311099 | val_loss: 0.0311472 | Time: 3858.07 ms [2022-08-07 22:58:27 main:574] : INFO : Epoch 1623 | loss: 0.0311105 | val_loss: 0.0311424 | Time: 3811.46 ms [2022-08-07 22:58:31 main:574] : INFO : Epoch 1624 | loss: 0.0311093 | val_loss: 0.0311434 | Time: 4060.37 ms [2022-08-07 22:58:35 main:574] : INFO : Epoch 1625 | loss: 0.0311063 | val_loss: 0.0311429 | Time: 4302.05 ms [2022-08-07 22:58:40 main:574] : INFO : Epoch 1626 | loss: 0.0311054 | val_loss: 0.0311447 | Time: 4189.37 ms [2022-08-07 22:58:44 main:574] : INFO : Epoch 1627 | loss: 0.0311044 | val_loss: 0.0311433 | Time: 4316.86 ms [2022-08-07 22:58:48 main:574] : INFO : Epoch 1628 | loss: 0.0311024 | val_loss: 0.0311433 | Time: 3876.56 ms [2022-08-07 22:58:52 main:574] : INFO : Epoch 1629 | loss: 0.0311043 | val_loss: 0.0311448 | Time: 4014.76 ms [2022-08-07 22:58:56 main:574] : INFO : Epoch 1630 | loss: 0.0311076 | val_loss: 0.0311466 | Time: 4050.01 ms [2022-08-07 22:59:00 main:574] : INFO : Epoch 1631 | loss: 0.0311078 | val_loss: 0.0311431 | Time: 3949.24 ms [2022-08-07 22:59:04 main:574] : INFO : Epoch 1632 | loss: 0.0311052 | val_loss: 0.0311438 | Time: 3938.91 ms [2022-08-07 22:59:08 main:574] : INFO : Epoch 1633 | loss: 0.0311062 | val_loss: 0.0311431 | Time: 3960.27 ms [2022-08-07 22:59:12 main:574] : INFO : Epoch 1634 | loss: 0.0311024 | val_loss: 0.0311517 | Time: 4120.56 ms [2022-08-07 22:59:16 main:574] : INFO : Epoch 1635 | loss: 0.0311041 | val_loss: 0.0311419 | Time: 3998.56 ms [2022-08-07 22:59:20 main:574] : INFO : Epoch 1636 | loss: 0.0311027 | val_loss: 0.0311518 | Time: 3739.49 ms [2022-08-07 22:59:24 main:574] : INFO : Epoch 1637 | loss: 0.0311038 | val_loss: 0.0311428 | Time: 4055 ms [2022-08-07 22:59:28 main:574] : INFO : Epoch 1638 | loss: 0.0311035 | val_loss: 0.0311449 | Time: 4119.83 ms [2022-08-07 22:59:32 main:574] : INFO : Epoch 1639 | loss: 0.0311049 | val_loss: 0.0311433 | Time: 4105.54 ms [2022-08-07 22:59:36 main:574] : INFO : Epoch 1640 | loss: 0.0311048 | val_loss: 0.0311426 | Time: 4174.57 ms [2022-08-07 22:59:40 main:574] : INFO : Epoch 1641 | loss: 0.0311051 | val_loss: 0.0311384 | Time: 4183.67 ms [2022-08-07 22:59:44 main:574] : INFO : Epoch 1642 | loss: 0.031106 | val_loss: 0.0311428 | Time: 4074.97 ms [2022-08-07 22:59:48 main:574] : INFO : Epoch 1643 | loss: 0.031113 | val_loss: 0.0311447 | Time: 4079.94 ms [2022-08-07 22:59:52 main:574] : INFO : Epoch 1644 | loss: 0.0311163 | val_loss: 0.0311481 | Time: 3724.55 ms [2022-08-07 22:59:56 main:574] : INFO : Epoch 1645 | loss: 0.0311155 | val_loss: 0.0311482 | Time: 3927.95 ms [2022-08-07 23:00:00 main:574] : INFO : Epoch 1646 | loss: 0.0311153 | val_loss: 0.0311444 | Time: 3836.79 ms [2022-08-07 23:00:04 main:574] : INFO : Epoch 1647 | loss: 0.0311113 | val_loss: 0.031148 | Time: 3996.89 ms [2022-08-07 23:00:08 main:574] : INFO : Epoch 1648 | loss: 0.0311125 | val_loss: 0.0311473 | Time: 3996.45 ms [2022-08-07 23:00:12 main:574] : INFO : Epoch 1649 | loss: 0.031109 | val_loss: 0.0311456 | Time: 4294.55 ms [2022-08-07 23:00:16 main:574] : INFO : Epoch 1650 | loss: 0.0311083 | val_loss: 0.0311467 | Time: 4170.66 ms [2022-08-07 23:00:21 main:574] : INFO : Epoch 1651 | loss: 0.0311086 | val_loss: 0.0311521 | Time: 4057.54 ms [2022-08-07 23:00:24 main:574] : INFO : Epoch 1652 | loss: 0.0311136 | val_loss: 0.0311444 | Time: 3917.28 ms [2022-08-07 23:00:29 main:574] : INFO : Epoch 1653 | loss: 0.0311139 | val_loss: 0.0311494 | Time: 4125.37 ms [2022-08-07 23:00:33 main:574] : INFO : Epoch 1654 | loss: 0.031112 | val_loss: 0.0311429 | Time: 3992.66 ms [2022-08-07 23:00:37 main:574] : INFO : Epoch 1655 | loss: 0.0311099 | val_loss: 0.0311418 | Time: 3984.09 ms [2022-08-07 23:00:40 main:574] : INFO : Epoch 1656 | loss: 0.0311059 | val_loss: 0.0311461 | Time: 3913.61 ms [2022-08-07 23:00:44 main:574] : INFO : Epoch 1657 | loss: 0.0311045 | val_loss: 0.0311495 | Time: 4003.36 ms [2022-08-07 23:00:49 main:574] : INFO : Epoch 1658 | loss: 0.0311142 | val_loss: 0.0311471 | Time: 4007.44 ms [2022-08-07 23:00:52 main:574] : INFO : Epoch 1659 | loss: 0.0311113 | val_loss: 0.0311442 | Time: 3859.59 ms [2022-08-07 23:00:56 main:574] : INFO : Epoch 1660 | loss: 0.0311107 | val_loss: 0.0311536 | Time: 3826.41 ms [2022-08-07 23:01:00 main:574] : INFO : Epoch 1661 | loss: 0.0311088 | val_loss: 0.0311517 | Time: 4094.72 ms [2022-08-07 23:01:04 main:574] : INFO : Epoch 1662 | loss: 0.0311099 | val_loss: 0.0311497 | Time: 4070.1 ms [2022-08-07 23:01:09 main:574] : INFO : Epoch 1663 | loss: 0.0311083 | val_loss: 0.0311524 | Time: 4247.77 ms [2022-08-07 23:01:13 main:574] : INFO : Epoch 1664 | loss: 0.0311097 | val_loss: 0.0311427 | Time: 4146.82 ms [2022-08-07 23:01:17 main:574] : INFO : Epoch 1665 | loss: 0.0311089 | val_loss: 0.0311555 | Time: 4099.71 ms [2022-08-07 23:01:21 main:574] : INFO : Epoch 1666 | loss: 0.0311156 | val_loss: 0.031145 | Time: 4039.63 ms [2022-08-07 23:01:25 main:574] : INFO : Epoch 1667 | loss: 0.031114 | val_loss: 0.0311475 | Time: 3829.79 ms [2022-08-07 23:01:29 main:574] : INFO : Epoch 1668 | loss: 0.0311129 | val_loss: 0.0311532 | Time: 3788.36 ms [2022-08-07 23:01:32 main:574] : INFO : Epoch 1669 | loss: 0.0311136 | val_loss: 0.0311492 | Time: 3834.94 ms [2022-08-07 23:01:36 main:574] : INFO : Epoch 1670 | loss: 0.0311147 | val_loss: 0.0311481 | Time: 3881.98 ms [2022-08-07 23:01:40 main:574] : INFO : Epoch 1671 | loss: 0.0311129 | val_loss: 0.0311497 | Time: 4139.06 ms [2022-08-07 23:01:45 main:574] : INFO : Epoch 1672 | loss: 0.0311088 | val_loss: 0.031149 | Time: 4127.64 ms [2022-08-07 23:01:49 main:574] : INFO : Epoch 1673 | loss: 0.0311086 | val_loss: 0.0311498 | Time: 4181.63 ms [2022-08-07 23:01:53 main:574] : INFO : Epoch 1674 | loss: 0.0311098 | val_loss: 0.031145 | Time: 4138.4 ms [2022-08-07 23:01:57 main:574] : INFO : Epoch 1675 | loss: 0.0311108 | val_loss: 0.0311476 | Time: 4008.94 ms [2022-08-07 23:02:01 main:574] : INFO : Epoch 1676 | loss: 0.0311122 | val_loss: 0.0311459 | Time: 4022.42 ms [2022-08-07 23:02:05 main:574] : INFO : Epoch 1677 | loss: 0.0311137 | val_loss: 0.0311543 | Time: 3930.48 ms [2022-08-07 23:02:09 main:574] : INFO : Epoch 1678 | loss: 0.0311129 | val_loss: 0.0311424 | Time: 3803.14 ms [2022-08-07 23:02:13 main:574] : INFO : Epoch 1679 | loss: 0.0311105 | val_loss: 0.0311449 | Time: 4150.39 ms [2022-08-07 23:02:17 main:574] : INFO : Epoch 1680 | loss: 0.0311073 | val_loss: 0.0311432 | Time: 4030.57 ms [2022-08-07 23:02:21 main:574] : INFO : Epoch 1681 | loss: 0.0311145 | val_loss: 0.0311526 | Time: 4028.11 ms [2022-08-07 23:02:25 main:574] : INFO : Epoch 1682 | loss: 0.0311111 | val_loss: 0.0311511 | Time: 3955.95 ms [2022-08-07 23:02:29 main:574] : INFO : Epoch 1683 | loss: 0.0311054 | val_loss: 0.0311445 | Time: 3918.33 ms [2022-08-07 23:02:33 main:574] : INFO : Epoch 1684 | loss: 0.0311031 | val_loss: 0.0311459 | Time: 3978.93 ms [2022-08-07 23:02:37 main:574] : INFO : Epoch 1685 | loss: 0.0311046 | val_loss: 0.0311475 | Time: 4011.66 ms [2022-08-07 23:02:41 main:574] : INFO : Epoch 1686 | loss: 0.0311069 | val_loss: 0.0311458 | Time: 3996.37 ms [2022-08-07 23:02:45 main:574] : INFO : Epoch 1687 | loss: 0.0311064 | val_loss: 0.0311456 | Time: 4151.1 ms [2022-08-07 23:02:49 main:574] : INFO : Epoch 1688 | loss: 0.0311039 | val_loss: 0.0311446 | Time: 4171.71 ms [2022-08-07 23:02:53 main:574] : INFO : Epoch 1689 | loss: 0.0311047 | val_loss: 0.0311494 | Time: 4156.09 ms [2022-08-07 23:02:57 main:574] : INFO : Epoch 1690 | loss: 0.0311057 | val_loss: 0.0311424 | Time: 3991.02 ms [2022-08-07 23:03:01 main:574] : INFO : Epoch 1691 | loss: 0.0311068 | val_loss: 0.0311483 | Time: 3885.38 ms [2022-08-07 23:03:05 main:574] : INFO : Epoch 1692 | loss: 0.031109 | val_loss: 0.0311455 | Time: 3980.45 ms [2022-08-07 23:03:09 main:574] : INFO : Epoch 1693 | loss: 0.031118 | val_loss: 0.0311521 | Time: 3869.12 ms [2022-08-07 23:03:13 main:574] : INFO : Epoch 1694 | loss: 0.0311109 | val_loss: 0.0311453 | Time: 3945.93 ms [2022-08-07 23:03:17 main:574] : INFO : Epoch 1695 | loss: 0.0311091 | val_loss: 0.0311451 | Time: 3999.52 ms [2022-08-07 23:03:21 main:574] : INFO : Epoch 1696 | loss: 0.0311084 | val_loss: 0.0311437 | Time: 4044.85 ms [2022-08-07 23:03:25 main:574] : INFO : Epoch 1697 | loss: 0.0311078 | val_loss: 0.0311415 | Time: 4095.65 ms [2022-08-07 23:03:29 main:574] : INFO : Epoch 1698 | loss: 0.031106 | val_loss: 0.0311403 | Time: 4044.17 ms [2022-08-07 23:03:33 main:574] : INFO : Epoch 1699 | loss: 0.0311045 | val_loss: 0.03114 | Time: 4001.38 ms [2022-08-07 23:03:37 main:574] : INFO : Epoch 1700 | loss: 0.0311022 | val_loss: 0.0311489 | Time: 3998.42 ms [2022-08-07 23:03:41 main:574] : INFO : Epoch 1701 | loss: 0.0310994 | val_loss: 0.0311424 | Time: 4012.99 ms [2022-08-07 23:03:45 main:574] : INFO : Epoch 1702 | loss: 0.0310999 | val_loss: 0.0311478 | Time: 3945.36 ms [2022-08-07 23:03:49 main:574] : INFO : Epoch 1703 | loss: 0.0310986 | val_loss: 0.0311456 | Time: 4080.27 ms [2022-08-07 23:03:53 main:574] : INFO : Epoch 1704 | loss: 0.0310996 | val_loss: 0.031145 | Time: 4075.19 ms [2022-08-07 23:03:57 main:574] : INFO : Epoch 1705 | loss: 0.0311039 | val_loss: 0.0311462 | Time: 4016.48 ms [2022-08-07 23:04:01 main:574] : INFO : Epoch 1706 | loss: 0.0311068 | val_loss: 0.0311436 | Time: 3922.99 ms [2022-08-07 23:04:05 main:574] : INFO : Epoch 1707 | loss: 0.0311021 | val_loss: 0.0311452 | Time: 4012.04 ms [2022-08-07 23:04:10 main:574] : INFO : Epoch 1708 | loss: 0.0311023 | val_loss: 0.0311429 | Time: 4110.12 ms [2022-08-07 23:04:14 main:574] : INFO : Epoch 1709 | loss: 0.0311019 | val_loss: 0.0311445 | Time: 3987.6 ms [2022-08-07 23:04:18 main:574] : INFO : Epoch 1710 | loss: 0.0310995 | val_loss: 0.0311461 | Time: 3999.77 ms [2022-08-07 23:04:22 main:574] : INFO : Epoch 1711 | loss: 0.0310993 | val_loss: 0.0311522 | Time: 4090.21 ms [2022-08-07 23:04:26 main:574] : INFO : Epoch 1712 | loss: 0.0311081 | val_loss: 0.031148 | Time: 4057.07 ms [2022-08-07 23:04:30 main:574] : INFO : Epoch 1713 | loss: 0.0311061 | val_loss: 0.0311456 | Time: 4036.84 ms [2022-08-07 23:04:34 main:574] : INFO : Epoch 1714 | loss: 0.0311041 | val_loss: 0.0311506 | Time: 3799.75 ms [2022-08-07 23:04:37 main:574] : INFO : Epoch 1715 | loss: 0.0311035 | val_loss: 0.0311477 | Time: 3921.57 ms [2022-08-07 23:04:42 main:574] : INFO : Epoch 1716 | loss: 0.0311021 | val_loss: 0.031152 | Time: 4188.13 ms [2022-08-07 23:04:46 main:574] : INFO : Epoch 1717 | loss: 0.031103 | val_loss: 0.0311452 | Time: 4074.27 ms [2022-08-07 23:04:50 main:574] : INFO : Epoch 1718 | loss: 0.0311024 | val_loss: 0.0311513 | Time: 4037.9 ms [2022-08-07 23:04:54 main:574] : INFO : Epoch 1719 | loss: 0.0311079 | val_loss: 0.0311457 | Time: 3996.08 ms [2022-08-07 23:04:58 main:574] : INFO : Epoch 1720 | loss: 0.031108 | val_loss: 0.0311504 | Time: 3985.67 ms [2022-08-07 23:05:02 main:574] : INFO : Epoch 1721 | loss: 0.0311046 | val_loss: 0.0311459 | Time: 4053.25 ms [2022-08-07 23:05:06 main:574] : INFO : Epoch 1722 | loss: 0.0311033 | val_loss: 0.0311437 | Time: 3733.43 ms [2022-08-07 23:05:10 main:574] : INFO : Epoch 1723 | loss: 0.0311048 | val_loss: 0.0311469 | Time: 3983.72 ms [2022-08-07 23:05:14 main:574] : INFO : Epoch 1724 | loss: 0.0311077 | val_loss: 0.0311463 | Time: 3979.43 ms [2022-08-07 23:05:18 main:574] : INFO : Epoch 1725 | loss: 0.0311023 | val_loss: 0.0311452 | Time: 4060.31 ms [2022-08-07 23:05:22 main:574] : INFO : Epoch 1726 | loss: 0.0311026 | val_loss: 0.0311467 | Time: 4059.08 ms [2022-08-07 23:05:26 main:574] : INFO : Epoch 1727 | loss: 0.0311076 | val_loss: 0.0311479 | Time: 4027.3 ms [2022-08-07 23:05:30 main:574] : INFO : Epoch 1728 | loss: 0.0311073 | val_loss: 0.0311429 | Time: 4060.47 ms [2022-08-07 23:05:34 main:574] : INFO : Epoch 1729 | loss: 0.0311067 | val_loss: 0.0311459 | Time: 4139.34 ms [2022-08-07 23:05:38 main:574] : INFO : Epoch 1730 | loss: 0.0311087 | val_loss: 0.0311463 | Time: 3844.86 ms [2022-08-07 23:05:42 main:574] : INFO : Epoch 1731 | loss: 0.031113 | val_loss: 0.0311502 | Time: 4028.64 ms [2022-08-07 23:05:46 main:574] : INFO : Epoch 1732 | loss: 0.0311108 | val_loss: 0.0311481 | Time: 3979.93 ms [2022-08-07 23:05:50 main:574] : INFO : Epoch 1733 | loss: 0.03111 | val_loss: 0.0311426 | Time: 4038.16 ms [2022-08-07 23:05:54 main:574] : INFO : Epoch 1734 | loss: 0.0311098 | val_loss: 0.0311489 | Time: 4058.48 ms [2022-08-07 23:05:58 main:574] : INFO : Epoch 1735 | loss: 0.0311177 | val_loss: 0.0311486 | Time: 3983.19 ms [2022-08-07 23:06:02 main:574] : INFO : Epoch 1736 | loss: 0.031114 | val_loss: 0.0311491 | Time: 3912.23 ms [2022-08-07 23:06:06 main:574] : INFO : Epoch 1737 | loss: 0.0311112 | val_loss: 0.0311486 | Time: 4009.65 ms [2022-08-07 23:06:10 main:574] : INFO : Epoch 1738 | loss: 0.0311083 | val_loss: 0.0311434 | Time: 3894.86 ms [2022-08-07 23:06:14 main:574] : INFO : Epoch 1739 | loss: 0.0311067 | val_loss: 0.0311468 | Time: 4183.31 ms [2022-08-07 23:06:18 main:574] : INFO : Epoch 1740 | loss: 0.0311075 | val_loss: 0.0311418 | Time: 4035.15 ms [2022-08-07 23:06:22 main:574] : INFO : Epoch 1741 | loss: 0.0311055 | val_loss: 0.0311462 | Time: 4173.46 ms [2022-08-07 23:06:26 main:574] : INFO : Epoch 1742 | loss: 0.0311059 | val_loss: 0.0311431 | Time: 4085.44 ms [2022-08-07 23:06:31 main:574] : INFO : Epoch 1743 | loss: 0.0311048 | val_loss: 0.0311394 | Time: 4082.87 ms [2022-08-07 23:06:35 main:574] : INFO : Epoch 1744 | loss: 0.0311041 | val_loss: 0.031138 | Time: 4089.11 ms [2022-08-07 23:06:39 main:574] : INFO : Epoch 1745 | loss: 0.0311023 | val_loss: 0.0311439 | Time: 3846.49 ms [2022-08-07 23:06:42 main:574] : INFO : Epoch 1746 | loss: 0.0310994 | val_loss: 0.0311464 | Time: 3715.87 ms [2022-08-07 23:06:46 main:574] : INFO : Epoch 1747 | loss: 0.0310969 | val_loss: 0.0311403 | Time: 3953.02 ms [2022-08-07 23:06:50 main:574] : INFO : Epoch 1748 | loss: 0.031098 | val_loss: 0.0311416 | Time: 3980.23 ms [2022-08-07 23:06:54 main:574] : INFO : Epoch 1749 | loss: 0.0310997 | val_loss: 0.031139 | Time: 4077.42 ms [2022-08-07 23:06:58 main:574] : INFO : Epoch 1750 | loss: 0.0310972 | val_loss: 0.0311443 | Time: 4054.64 ms [2022-08-07 23:07:02 main:574] : INFO : Epoch 1751 | loss: 0.0310982 | val_loss: 0.0311464 | Time: 4076.26 ms [2022-08-07 23:07:07 main:574] : INFO : Epoch 1752 | loss: 0.031096 | val_loss: 0.0311446 | Time: 4132.54 ms [2022-08-07 23:07:11 main:574] : INFO : Epoch 1753 | loss: 0.0310959 | val_loss: 0.0311461 | Time: 3986.34 ms [2022-08-07 23:07:15 main:574] : INFO : Epoch 1754 | loss: 0.0310934 | val_loss: 0.0311438 | Time: 3982.86 ms [2022-08-07 23:07:19 main:574] : INFO : Epoch 1755 | loss: 0.0310916 | val_loss: 0.0311448 | Time: 4047.08 ms [2022-08-07 23:07:23 main:574] : INFO : Epoch 1756 | loss: 0.0310934 | val_loss: 0.0311382 | Time: 3958.74 ms [2022-08-07 23:07:27 main:574] : INFO : Epoch 1757 | loss: 0.0310972 | val_loss: 0.0311391 | Time: 4130.06 ms [2022-08-07 23:07:31 main:574] : INFO : Epoch 1758 | loss: 0.0310991 | val_loss: 0.0311474 | Time: 4080.56 ms [2022-08-07 23:07:35 main:574] : INFO : Epoch 1759 | loss: 0.0311033 | val_loss: 0.0311448 | Time: 3857.56 ms [2022-08-07 23:07:39 main:574] : INFO : Epoch 1760 | loss: 0.0310973 | val_loss: 0.0311426 | Time: 3899.42 ms [2022-08-07 23:07:43 main:574] : INFO : Epoch 1761 | loss: 0.0310979 | val_loss: 0.0311437 | Time: 3940.22 ms [2022-08-07 23:07:47 main:574] : INFO : Epoch 1762 | loss: 0.0310988 | val_loss: 0.0311451 | Time: 4123.17 ms [2022-08-07 23:07:51 main:574] : INFO : Epoch 1763 | loss: 0.0310949 | val_loss: 0.0311417 | Time: 4084.26 ms [2022-08-07 23:07:55 main:574] : INFO : Epoch 1764 | loss: 0.0310939 | val_loss: 0.0311458 | Time: 4187.08 ms [2022-08-07 23:07:59 main:574] : INFO : Epoch 1765 | loss: 0.031095 | val_loss: 0.0311463 | Time: 4234.76 ms [2022-08-07 23:08:03 main:574] : INFO : Epoch 1766 | loss: 0.031096 | val_loss: 0.0311468 | Time: 4219.11 ms [2022-08-07 23:08:07 main:574] : INFO : Epoch 1767 | loss: 0.0310971 | val_loss: 0.0311395 | Time: 3977.2 ms [2022-08-07 23:08:11 main:574] : INFO : Epoch 1768 | loss: 0.0310981 | val_loss: 0.0311439 | Time: 3835.4 ms [2022-08-07 23:08:15 main:574] : INFO : Epoch 1769 | loss: 0.0311021 | val_loss: 0.0311478 | Time: 3640.52 ms [2022-08-07 23:08:19 main:574] : INFO : Epoch 1770 | loss: 0.0311099 | val_loss: 0.0311522 | Time: 3937.98 ms [2022-08-07 23:08:23 main:574] : INFO : Epoch 1771 | loss: 0.0311073 | val_loss: 0.0311445 | Time: 3930.42 ms [2022-08-07 23:08:27 main:574] : INFO : Epoch 1772 | loss: 0.0311039 | val_loss: 0.0311523 | Time: 3975.72 ms [2022-08-07 23:08:31 main:574] : INFO : Epoch 1773 | loss: 0.0311038 | val_loss: 0.0311508 | Time: 4225.87 ms [2022-08-07 23:08:35 main:574] : INFO : Epoch 1774 | loss: 0.0311015 | val_loss: 0.0311432 | Time: 4245.38 ms [2022-08-07 23:08:39 main:574] : INFO : Epoch 1775 | loss: 0.0311009 | val_loss: 0.0311461 | Time: 4187.12 ms [2022-08-07 23:08:44 main:574] : INFO : Epoch 1776 | loss: 0.0311032 | val_loss: 0.0311475 | Time: 4014.04 ms [2022-08-07 23:08:47 main:574] : INFO : Epoch 1777 | loss: 0.0311045 | val_loss: 0.0311464 | Time: 3866.8 ms [2022-08-07 23:08:52 main:574] : INFO : Epoch 1778 | loss: 0.0311003 | val_loss: 0.0311473 | Time: 4154.04 ms [2022-08-07 23:08:55 main:574] : INFO : Epoch 1779 | loss: 0.0310981 | val_loss: 0.0311419 | Time: 3924.89 ms [2022-08-07 23:09:00 main:574] : INFO : Epoch 1780 | loss: 0.0310969 | val_loss: 0.0311433 | Time: 4074.75 ms [2022-08-07 23:09:04 main:574] : INFO : Epoch 1781 | loss: 0.0310982 | val_loss: 0.0311457 | Time: 3923.73 ms [2022-08-07 23:09:08 main:574] : INFO : Epoch 1782 | loss: 0.031099 | val_loss: 0.0311537 | Time: 3993.96 ms [2022-08-07 23:09:11 main:574] : INFO : Epoch 1783 | loss: 0.031118 | val_loss: 0.0311639 | Time: 3983.6 ms [2022-08-07 23:09:15 main:574] : INFO : Epoch 1784 | loss: 0.0311197 | val_loss: 0.0311548 | Time: 3846.21 ms [2022-08-07 23:09:19 main:574] : INFO : Epoch 1785 | loss: 0.0311148 | val_loss: 0.0311516 | Time: 3938.02 ms [2022-08-07 23:09:23 main:574] : INFO : Epoch 1786 | loss: 0.0311107 | val_loss: 0.0311523 | Time: 4137.83 ms [2022-08-07 23:09:28 main:574] : INFO : Epoch 1787 | loss: 0.0311053 | val_loss: 0.0311526 | Time: 4086.76 ms [2022-08-07 23:09:32 main:574] : INFO : Epoch 1788 | loss: 0.0311034 | val_loss: 0.0311486 | Time: 4230.5 ms [2022-08-07 23:09:36 main:574] : INFO : Epoch 1789 | loss: 0.0311021 | val_loss: 0.0311495 | Time: 4208.7 ms [2022-08-07 23:09:40 main:574] : INFO : Epoch 1790 | loss: 0.0311002 | val_loss: 0.0311501 | Time: 4128.81 ms [2022-08-07 23:09:44 main:574] : INFO : Epoch 1791 | loss: 0.0310986 | val_loss: 0.031151 | Time: 3987.5 ms [2022-08-07 23:09:48 main:574] : INFO : Epoch 1792 | loss: 0.0310981 | val_loss: 0.0311612 | Time: 3706.97 ms [2022-08-07 23:09:52 main:574] : INFO : Epoch 1793 | loss: 0.0311046 | val_loss: 0.0311484 | Time: 3804.41 ms [2022-08-07 23:09:56 main:574] : INFO : Epoch 1794 | loss: 0.0311074 | val_loss: 0.0311448 | Time: 4011.98 ms [2022-08-07 23:10:00 main:574] : INFO : Epoch 1795 | loss: 0.0311018 | val_loss: 0.0311484 | Time: 3855.29 ms [2022-08-07 23:10:04 main:574] : INFO : Epoch 1796 | loss: 0.0311035 | val_loss: 0.0311493 | Time: 4114.27 ms [2022-08-07 23:10:08 main:574] : INFO : Epoch 1797 | loss: 0.0311009 | val_loss: 0.0311444 | Time: 4034.95 ms [2022-08-07 23:10:12 main:574] : INFO : Epoch 1798 | loss: 0.0310994 | val_loss: 0.0311472 | Time: 4266.33 ms [2022-08-07 23:10:16 main:574] : INFO : Epoch 1799 | loss: 0.031106 | val_loss: 0.0311447 | Time: 4155.96 ms [2022-08-07 23:10:20 main:574] : INFO : Epoch 1800 | loss: 0.0311056 | val_loss: 0.0311477 | Time: 3895.15 ms [2022-08-07 23:10:24 main:574] : INFO : Epoch 1801 | loss: 0.0311028 | val_loss: 0.0311533 | Time: 3966.78 ms [2022-08-07 23:10:28 main:574] : INFO : Epoch 1802 | loss: 0.0311013 | val_loss: 0.0311448 | Time: 4166.52 ms [2022-08-07 23:10:32 main:574] : INFO : Epoch 1803 | loss: 0.0311004 | val_loss: 0.0311447 | Time: 4064.62 ms [2022-08-07 23:10:36 main:574] : INFO : Epoch 1804 | loss: 0.0311017 | val_loss: 0.0311473 | Time: 3915.23 ms [2022-08-07 23:10:40 main:574] : INFO : Epoch 1805 | loss: 0.031098 | val_loss: 0.0311464 | Time: 3901.47 ms [2022-08-07 23:10:44 main:574] : INFO : Epoch 1806 | loss: 0.0311018 | val_loss: 0.0311472 | Time: 3961 ms [2022-08-07 23:10:48 main:574] : INFO : Epoch 1807 | loss: 0.0311038 | val_loss: 0.0311456 | Time: 4020.75 ms [2022-08-07 23:10:52 main:574] : INFO : Epoch 1808 | loss: 0.0311022 | val_loss: 0.0311463 | Time: 3797.85 ms [2022-08-07 23:10:56 main:574] : INFO : Epoch 1809 | loss: 0.0310997 | val_loss: 0.0311464 | Time: 3902.28 ms [2022-08-07 23:11:00 main:574] : INFO : Epoch 1810 | loss: 0.0311006 | val_loss: 0.0311406 | Time: 4117.57 ms [2022-08-07 23:11:04 main:574] : INFO : Epoch 1811 | loss: 0.0311022 | val_loss: 0.0311444 | Time: 4127.48 ms [2022-08-07 23:11:08 main:574] : INFO : Epoch 1812 | loss: 0.0310993 | val_loss: 0.0311414 | Time: 4166.81 ms [2022-08-07 23:11:12 main:574] : INFO : Epoch 1813 | loss: 0.0310987 | val_loss: 0.0311484 | Time: 4101.38 ms [2022-08-07 23:11:16 main:574] : INFO : Epoch 1814 | loss: 0.0310964 | val_loss: 0.0311451 | Time: 4067.35 ms [2022-08-07 23:11:20 main:574] : INFO : Epoch 1815 | loss: 0.0310932 | val_loss: 0.031148 | Time: 3930.15 ms [2022-08-07 23:11:24 main:574] : INFO : Epoch 1816 | loss: 0.0310938 | val_loss: 0.0311531 | Time: 3838.6 ms [2022-08-07 23:11:28 main:574] : INFO : Epoch 1817 | loss: 0.0310948 | val_loss: 0.0311436 | Time: 3828.9 ms [2022-08-07 23:11:32 main:574] : INFO : Epoch 1818 | loss: 0.031092 | val_loss: 0.0311454 | Time: 3929.91 ms [2022-08-07 23:11:36 main:574] : INFO : Epoch 1819 | loss: 0.0310902 | val_loss: 0.0311432 | Time: 4034.42 ms [2022-08-07 23:11:40 main:574] : INFO : Epoch 1820 | loss: 0.0310911 | val_loss: 0.031146 | Time: 4207.4 ms [2022-08-07 23:11:44 main:574] : INFO : Epoch 1821 | loss: 0.0310949 | val_loss: 0.0311469 | Time: 4094.8 ms [2022-08-07 23:11:48 main:574] : INFO : Epoch 1822 | loss: 0.0310942 | val_loss: 0.0311482 | Time: 4091.53 ms [2022-08-07 23:11:52 main:574] : INFO : Epoch 1823 | loss: 0.0310968 | val_loss: 0.0311434 | Time: 3971.2 ms [2022-08-07 23:11:56 main:574] : INFO : Epoch 1824 | loss: 0.031095 | val_loss: 0.0311463 | Time: 3975.14 ms [2022-08-07 23:12:00 main:574] : INFO : Epoch 1825 | loss: 0.0310997 | val_loss: 0.0311499 | Time: 3971.71 ms [2022-08-07 23:12:04 main:574] : INFO : Epoch 1826 | loss: 0.0311012 | val_loss: 0.0311429 | Time: 3964.75 ms [2022-08-07 23:12:08 main:574] : INFO : Epoch 1827 | loss: 0.031099 | val_loss: 0.0311478 | Time: 3950.43 ms [2022-08-07 23:12:12 main:574] : INFO : Epoch 1828 | loss: 0.031101 | val_loss: 0.0311443 | Time: 4094.47 ms [2022-08-07 23:12:16 main:574] : INFO : Epoch 1829 | loss: 0.0310992 | val_loss: 0.0311497 | Time: 3999.79 ms [2022-08-07 23:12:21 main:574] : INFO : Epoch 1830 | loss: 0.0311003 | val_loss: 0.0311446 | Time: 4125.85 ms [2022-08-07 23:12:24 main:574] : INFO : Epoch 1831 | loss: 0.0311014 | val_loss: 0.0311426 | Time: 3812.77 ms [2022-08-07 23:12:28 main:574] : INFO : Epoch 1832 | loss: 0.0310987 | val_loss: 0.0311478 | Time: 3907.44 ms [2022-08-07 23:12:32 main:574] : INFO : Epoch 1833 | loss: 0.0311043 | val_loss: 0.0311472 | Time: 3967.06 ms [2022-08-07 23:12:36 main:574] : INFO : Epoch 1834 | loss: 0.0311088 | val_loss: 0.0311438 | Time: 3959.96 ms [2022-08-07 23:12:40 main:574] : INFO : Epoch 1835 | loss: 0.0311066 | val_loss: 0.0311441 | Time: 4046.23 ms [2022-08-07 23:12:44 main:574] : INFO : Epoch 1836 | loss: 0.0311023 | val_loss: 0.0311441 | Time: 4186.68 ms [2022-08-07 23:12:49 main:574] : INFO : Epoch 1837 | loss: 0.0311049 | val_loss: 0.0311423 | Time: 4074.35 ms [2022-08-07 23:12:53 main:574] : INFO : Epoch 1838 | loss: 0.0311034 | val_loss: 0.0311441 | Time: 4011.76 ms [2022-08-07 23:12:56 main:574] : INFO : Epoch 1839 | loss: 0.0311006 | val_loss: 0.0311422 | Time: 3896.93 ms [2022-08-07 23:13:00 main:574] : INFO : Epoch 1840 | loss: 0.0311016 | val_loss: 0.0311434 | Time: 3963.99 ms [2022-08-07 23:13:04 main:574] : INFO : Epoch 1841 | loss: 0.0311017 | val_loss: 0.031142 | Time: 3917.97 ms [2022-08-07 23:13:08 main:574] : INFO : Epoch 1842 | loss: 0.0311018 | val_loss: 0.0311437 | Time: 3839.93 ms [2022-08-07 23:13:12 main:574] : INFO : Epoch 1843 | loss: 0.0311006 | val_loss: 0.0311472 | Time: 4007.75 ms [2022-08-07 23:13:16 main:574] : INFO : Epoch 1844 | loss: 0.0310995 | val_loss: 0.0311468 | Time: 4083.42 ms [2022-08-07 23:13:20 main:574] : INFO : Epoch 1845 | loss: 0.031098 | val_loss: 0.0311437 | Time: 4094.25 ms [2022-08-07 23:13:24 main:574] : INFO : Epoch 1846 | loss: 0.0311016 | val_loss: 0.0311416 | Time: 4049.85 ms [2022-08-07 23:13:28 main:574] : INFO : Epoch 1847 | loss: 0.0311022 | val_loss: 0.0311399 | Time: 3956.54 ms [2022-08-07 23:13:33 main:574] : INFO : Epoch 1848 | loss: 0.0311037 | val_loss: 0.0311438 | Time: 4101.93 ms [2022-08-07 23:13:37 main:574] : INFO : Epoch 1849 | loss: 0.0311072 | val_loss: 0.0311518 | Time: 4040.23 ms [2022-08-07 23:13:40 main:574] : INFO : Epoch 1850 | loss: 0.0311041 | val_loss: 0.0311515 | Time: 3883.28 ms [2022-08-07 23:13:44 main:574] : INFO : Epoch 1851 | loss: 0.0311045 | val_loss: 0.0311458 | Time: 3940.93 ms [2022-08-07 23:13:49 main:574] : INFO : Epoch 1852 | loss: 0.0311012 | val_loss: 0.0311519 | Time: 4050.96 ms [2022-08-07 23:13:53 main:574] : INFO : Epoch 1853 | loss: 0.0311046 | val_loss: 0.0311434 | Time: 4102.78 ms [2022-08-07 23:13:57 main:574] : INFO : Epoch 1854 | loss: 0.0311065 | val_loss: 0.0311442 | Time: 3992.82 ms [2022-08-07 23:14:01 main:574] : INFO : Epoch 1855 | loss: 0.0311033 | val_loss: 0.0311459 | Time: 3895.45 ms [2022-08-07 23:14:05 main:574] : INFO : Epoch 1856 | loss: 0.0311002 | val_loss: 0.0311504 | Time: 4151.75 ms [2022-08-07 23:14:09 main:574] : INFO : Epoch 1857 | loss: 0.031099 | val_loss: 0.0311508 | Time: 4081.62 ms [2022-08-07 23:14:13 main:574] : INFO : Epoch 1858 | loss: 0.0311013 | val_loss: 0.031151 | Time: 3995.75 ms [2022-08-07 23:14:17 main:574] : INFO : Epoch 1859 | loss: 0.0311011 | val_loss: 0.0311496 | Time: 3866.81 ms [2022-08-07 23:14:21 main:574] : INFO : Epoch 1860 | loss: 0.0310986 | val_loss: 0.0311524 | Time: 4071.81 ms [2022-08-07 23:14:25 main:574] : INFO : Epoch 1861 | loss: 0.0310978 | val_loss: 0.031155 | Time: 4022.47 ms [2022-08-07 23:14:29 main:574] : INFO : Epoch 1862 | loss: 0.0310943 | val_loss: 0.0311591 | Time: 3886.18 ms [2022-08-07 23:14:33 main:574] : INFO : Epoch 1863 | loss: 0.0310981 | val_loss: 0.0311521 | Time: 3850.35 ms [2022-08-07 23:14:37 main:574] : INFO : Epoch 1864 | loss: 0.0310993 | val_loss: 0.0311496 | Time: 4055.29 ms [2022-08-07 23:14:41 main:574] : INFO : Epoch 1865 | loss: 0.0311107 | val_loss: 0.0311487 | Time: 4226.62 ms [2022-08-07 23:14:45 main:574] : INFO : Epoch 1866 | loss: 0.0311079 | val_loss: 0.0311615 | Time: 4006.09 ms [2022-08-07 23:14:49 main:574] : INFO : Epoch 1867 | loss: 0.031109 | val_loss: 0.0311563 | Time: 3998.3 ms [2022-08-07 23:14:53 main:574] : INFO : Epoch 1868 | loss: 0.0311023 | val_loss: 0.0311599 | Time: 4102.49 ms [2022-08-07 23:14:57 main:574] : INFO : Epoch 1869 | loss: 0.0311027 | val_loss: 0.0311436 | Time: 3974.03 ms [2022-08-07 23:15:01 main:574] : INFO : Epoch 1870 | loss: 0.0311023 | val_loss: 0.0311521 | Time: 3892.35 ms [2022-08-07 23:15:05 main:574] : INFO : Epoch 1871 | loss: 0.0311024 | val_loss: 0.031153 | Time: 3802.81 ms [2022-08-07 23:15:09 main:574] : INFO : Epoch 1872 | loss: 0.0311043 | val_loss: 0.0311571 | Time: 3950.34 ms [2022-08-07 23:15:13 main:574] : INFO : Epoch 1873 | loss: 0.0311099 | val_loss: 0.0311476 | Time: 4017.69 ms [2022-08-07 23:15:17 main:574] : INFO : Epoch 1874 | loss: 0.0311052 | val_loss: 0.031155 | Time: 4011.15 ms [2022-08-07 23:15:21 main:574] : INFO : Epoch 1875 | loss: 0.031106 | val_loss: 0.031156 | Time: 3969.3 ms [2022-08-07 23:15:25 main:574] : INFO : Epoch 1876 | loss: 0.0310998 | val_loss: 0.0311489 | Time: 4260.69 ms [2022-08-07 23:15:29 main:574] : INFO : Epoch 1877 | loss: 0.0310972 | val_loss: 0.031156 | Time: 4014.85 ms [2022-08-07 23:15:33 main:574] : INFO : Epoch 1878 | loss: 0.0310959 | val_loss: 0.0311607 | Time: 3990.65 ms [2022-08-07 23:15:37 main:574] : INFO : Epoch 1879 | loss: 0.0310965 | val_loss: 0.0311557 | Time: 3928.85 ms [2022-08-07 23:15:41 main:574] : INFO : Epoch 1880 | loss: 0.0310959 | val_loss: 0.0311606 | Time: 4074.2 ms [2022-08-07 23:15:45 main:574] : INFO : Epoch 1881 | loss: 0.0311041 | val_loss: 0.0311533 | Time: 3940.92 ms [2022-08-07 23:15:49 main:574] : INFO : Epoch 1882 | loss: 0.0311033 | val_loss: 0.0311603 | Time: 4035.07 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1080 Ti) [2022-09-17 14:13:20 main:435] : INFO : Set logging level to 1 [2022-09-17 14:13:20 main:441] : INFO : Running in BOINC Client mode [2022-09-17 14:13:20 main:444] : INFO : Resolving all filenames [2022-09-17 14:13:20 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2022-09-17 14:13:20 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1612384171-18333-2_0_r171858321_1 (exists = 1) [2022-09-17 14:13:20 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1612384171-18333-2_0_r171858321_0 (exists = 0) [2022-09-17 14:13:20 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1612384171-18333-2 (exists = 1) [2022-09-17 14:13:20 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-09-17 14:13:20 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2022-09-17 14:13:20 main:474] : INFO : Configuration: [2022-09-17 14:13:20 main:475] : INFO : Model type: GRU [2022-09-17 14:13:20 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-09-17 14:13:20 main:477] : INFO : Max Epochs: 2048 [2022-09-17 14:13:20 main:478] : INFO : Batch Size: 128 [2022-09-17 14:13:20 main:479] : INFO : Learning Rate: 0.01 [2022-09-17 14:13:20 main:480] : INFO : Patience: 10 [2022-09-17 14:13:20 main:481] : INFO : Hidden Width: 12 [2022-09-17 14:13:20 main:482] : INFO : # Recurrent Layers: 4 [2022-09-17 14:13:20 main:483] : INFO : # Backend Layers: 4 [2022-09-17 14:13:20 main:484] : INFO : # Threads: 1 [2022-09-17 14:13:20 main:486] : INFO : Preparing Dataset [2022-09-17 14:13:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2022-09-17 14:13:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2022-09-17 14:13:24 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-09-17 14:13:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2022-09-17 14:13:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2022-09-17 14:13:24 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-09-17 14:13:24 main:494] : INFO : Creating Model [2022-09-17 14:13:24 main:507] : INFO : Preparing config file [2022-09-17 14:13:24 main:511] : INFO : Found checkpoint, attempting to load... [2022-09-17 14:13:24 main:512] : INFO : Loading config [2022-09-17 14:13:24 main:514] : INFO : Loading state [2022-09-17 14:13:26 main:559] : INFO : Loading DataLoader into Memory [2022-09-17 14:13:26 main:562] : INFO : Starting Training [2022-09-17 14:13:28 main:574] : INFO : Epoch 1873 | loss: 0.0311252 | val_loss: 0.0311517 | Time: 2522.26 ms [2022-09-17 14:13:30 main:574] : INFO : Epoch 1874 | loss: 0.0311052 | val_loss: 0.0311459 | Time: 1903.45 ms [2022-09-17 14:13:32 main:574] : INFO : Epoch 1875 | loss: 0.0311024 | val_loss: 0.0311494 | Time: 1827.33 ms [2022-09-17 14:13:34 main:574] : INFO : Epoch 1876 | loss: 0.0311001 | val_loss: 0.0311513 | Time: 1789.4 ms [2022-09-17 14:13:36 main:574] : INFO : Epoch 1877 | loss: 0.0310993 | val_loss: 0.0311487 | Time: 1793.2 ms [2022-09-17 14:13:37 main:574] : INFO : Epoch 1878 | loss: 0.0310963 | val_loss: 0.0311491 | Time: 1758.04 ms [2022-09-17 14:13:39 main:574] : INFO : Epoch 1879 | loss: 0.0310956 | val_loss: 0.0311571 | Time: 1763.28 ms [2022-09-17 14:13:41 main:574] : INFO : Epoch 1880 | loss: 0.0310974 | val_loss: 0.0311512 | Time: 1787.71 ms [2022-09-17 14:13:43 main:574] : INFO : Epoch 1881 | loss: 0.0311018 | val_loss: 0.0311513 | Time: 1770.83 ms [2022-09-17 14:13:45 main:574] : INFO : Epoch 1882 | loss: 0.0310991 | val_loss: 0.0311476 | Time: 1767.56 ms [2022-09-17 14:13:46 main:574] : INFO : Epoch 1883 | loss: 0.031103 | val_loss: 0.0311581 | Time: 1760.59 ms [2022-09-17 14:13:48 main:574] : INFO : Epoch 1884 | loss: 0.0311023 | val_loss: 0.0311461 | Time: 1784.37 ms [2022-09-17 14:13:50 main:574] : INFO : Epoch 1885 | loss: 0.0311018 | val_loss: 0.0311512 | Time: 1765.09 ms [2022-09-17 14:13:52 main:574] : INFO : Epoch 1886 | loss: 0.0311 | val_loss: 0.0311565 | Time: 1770.32 ms [2022-09-17 14:13:53 main:574] : INFO : Epoch 1887 | loss: 0.0310956 | val_loss: 0.031153 | Time: 1764 ms [2022-09-17 14:13:55 main:574] : INFO : Epoch 1888 | loss: 0.0310939 | val_loss: 0.031155 | Time: 1761.66 ms [2022-09-17 14:13:57 main:574] : INFO : Epoch 1889 | loss: 0.0310933 | val_loss: 0.0311574 | Time: 1769.86 ms [2022-09-17 14:13:59 main:574] : INFO : Epoch 1890 | loss: 0.031092 | val_loss: 0.0311572 | Time: 1772.65 ms [2022-09-17 14:14:01 main:574] : INFO : Epoch 1891 | loss: 0.0310925 | val_loss: 0.0311619 | Time: 1772.88 ms [2022-09-17 14:14:02 main:574] : INFO : Epoch 1892 | loss: 0.0310934 | val_loss: 0.031156 | Time: 1769.22 ms [2022-09-17 14:14:04 main:574] : INFO : Epoch 1893 | loss: 0.0310976 | val_loss: 0.0311598 | Time: 1762.18 ms [2022-09-17 14:14:06 main:574] : INFO : Epoch 1894 | loss: 0.031097 | val_loss: 0.0311493 | Time: 1758.28 ms [2022-09-17 14:14:08 main:574] : INFO : Epoch 1895 | loss: 0.0310939 | val_loss: 0.0311599 | Time: 1758.57 ms [2022-09-17 14:14:09 main:574] : INFO : Epoch 1896 | loss: 0.0310929 | val_loss: 0.0311545 | Time: 1768.58 ms [2022-09-17 14:14:11 main:574] : INFO : Epoch 1897 | loss: 0.0310932 | val_loss: 0.0311543 | Time: 1766.18 ms [2022-09-17 14:14:13 main:574] : INFO : Epoch 1898 | loss: 0.0310978 | val_loss: 0.0311563 | Time: 1764.79 ms [2022-09-17 14:14:15 main:574] : INFO : Epoch 1899 | loss: 0.0311028 | val_loss: 0.0311598 | Time: 1766.08 ms [2022-09-17 14:14:16 main:574] : INFO : Epoch 1900 | loss: 0.0311007 | val_loss: 0.031163 | Time: 1767.61 ms [2022-09-17 14:14:18 main:574] : INFO : Epoch 1901 | loss: 0.0310985 | val_loss: 0.0311568 | Time: 1768 ms [2022-09-17 14:14:20 main:574] : INFO : Epoch 1902 | loss: 0.0311091 | val_loss: 0.0311537 | Time: 1768.66 ms [2022-09-17 14:14:22 main:574] : INFO : Epoch 1903 | loss: 0.0311096 | val_loss: 0.0311507 | Time: 1770.73 ms [2022-09-17 14:14:24 main:574] : INFO : Epoch 1904 | loss: 0.0311107 | val_loss: 0.0311508 | Time: 1779.37 ms [2022-09-17 14:14:25 main:574] : INFO : Epoch 1905 | loss: 0.0311036 | val_loss: 0.0311519 | Time: 1763.06 ms [2022-09-17 14:14:27 main:574] : INFO : Epoch 1906 | loss: 0.0311058 | val_loss: 0.0311528 | Time: 1760.8 ms [2022-09-17 14:14:29 main:574] : INFO : Epoch 1907 | loss: 0.031104 | val_loss: 0.0311498 | Time: 1771.01 ms [2022-09-17 14:14:31 main:574] : INFO : Epoch 1908 | loss: 0.0311001 | val_loss: 0.0311554 | Time: 1765.75 ms [2022-09-17 14:14:32 main:574] : INFO : Epoch 1909 | loss: 0.0310996 | val_loss: 0.0311594 | Time: 1767.99 ms [2022-09-17 14:14:34 main:574] : INFO : Epoch 1910 | loss: 0.0310999 | val_loss: 0.031155 | Time: 1766.58 ms [2022-09-17 14:14:36 main:574] : INFO : Epoch 1911 | loss: 0.0311041 | val_loss: 0.0311505 | Time: 1765.45 ms [2022-09-17 14:14:38 main:574] : INFO : Epoch 1912 | loss: 0.0311031 | val_loss: 0.0311648 | Time: 1767.52 ms [2022-09-17 14:14:40 main:574] : INFO : Epoch 1913 | loss: 0.0310998 | val_loss: 0.0311511 | Time: 1766.78 ms [2022-09-17 14:14:41 main:574] : INFO : Epoch 1914 | loss: 0.0311001 | val_loss: 0.0311558 | Time: 1768.38 ms [2022-09-17 14:14:43 main:574] : INFO : Epoch 1915 | loss: 0.0311037 | val_loss: 0.0311573 | Time: 1766.64 ms [2022-09-17 14:14:45 main:574] : INFO : Epoch 1916 | loss: 0.0311006 | val_loss: 0.0311516 | Time: 1769.91 ms [2022-09-17 14:14:47 main:574] : INFO : Epoch 1917 | loss: 0.0310984 | val_loss: 0.0311536 | Time: 1765.48 ms [2022-09-17 14:14:48 main:574] : INFO : Epoch 1918 | loss: 0.031098 | val_loss: 0.0311609 | Time: 1794.75 ms [2022-09-17 14:14:50 main:574] : INFO : Epoch 1919 | loss: 0.0310965 | val_loss: 0.0311523 | Time: 1813.22 ms [2022-09-17 14:14:52 main:574] : INFO : Epoch 1920 | loss: 0.0310952 | val_loss: 0.0311521 | Time: 1820.56 ms [2022-09-17 14:14:54 main:574] : INFO : Epoch 1921 | loss: 0.0310967 | val_loss: 0.0311581 | Time: 1784.18 ms [2022-09-17 14:14:56 main:574] : INFO : Epoch 1922 | loss: 0.031097 | val_loss: 0.0311526 | Time: 1820.69 ms [2022-09-17 14:14:58 main:574] : INFO : Epoch 1923 | loss: 0.0310981 | val_loss: 0.0311506 | Time: 1869.22 ms [2022-09-17 14:14:59 main:574] : INFO : Epoch 1924 | loss: 0.0310994 | val_loss: 0.0311543 | Time: 1971.83 ms [2022-09-17 14:15:02 main:574] : INFO : Epoch 1925 | loss: 0.0310977 | val_loss: 0.0311555 | Time: 2118.22 ms [2022-09-17 14:15:04 main:574] : INFO : Epoch 1926 | loss: 0.0310945 | val_loss: 0.0311546 | Time: 2210.65 ms [2022-09-17 14:15:06 main:574] : INFO : Epoch 1927 | loss: 0.0310929 | val_loss: 0.0311542 | Time: 2264.61 ms [2022-09-17 14:15:08 main:574] : INFO : Epoch 1928 | loss: 0.0310927 | val_loss: 0.031166 | Time: 2334.15 ms [2022-09-17 14:15:11 main:574] : INFO : Epoch 1929 | loss: 0.0310945 | val_loss: 0.0311571 | Time: 2333.53 ms [2022-09-17 14:15:13 main:574] : INFO : Epoch 1930 | loss: 0.0310917 | val_loss: 0.0311612 | Time: 2230.71 ms [2022-09-17 14:15:15 main:574] : INFO : Epoch 1931 | loss: 0.0310886 | val_loss: 0.0311552 | Time: 2141.3 ms [2022-09-17 14:15:17 main:574] : INFO : Epoch 1932 | loss: 0.0310876 | val_loss: 0.0311605 | Time: 2213.91 ms [2022-09-17 14:15:20 main:574] : INFO : Epoch 1933 | loss: 0.0310878 | val_loss: 0.0311602 | Time: 2270.7 ms [2022-09-17 14:15:22 main:574] : INFO : Epoch 1934 | loss: 0.0310896 | val_loss: 0.0311554 | Time: 2306.44 ms [2022-09-17 14:15:25 main:574] : INFO : Epoch 1935 | loss: 0.0310936 | val_loss: 0.0311648 | Time: 2587.64 ms [2022-09-17 14:15:28 main:574] : INFO : Epoch 1936 | loss: 0.0310904 | val_loss: 0.0311564 | Time: 3725.88 ms [2022-09-17 14:15:31 main:574] : INFO : Epoch 1937 | loss: 0.0310891 | val_loss: 0.0311539 | Time: 3117.49 ms [2022-09-17 14:15:54 main:574] : INFO : Epoch 1938 | loss: 0.0310902 | val_loss: 0.031162 | Time: 23077.8 ms [2022-09-17 14:15:58 main:574] : INFO : Epoch 1939 | loss: 0.0310873 | val_loss: 0.0311529 | Time: 3128.2 ms [2022-09-17 14:16:00 main:574] : INFO : Epoch 1940 | loss: 0.0310847 | val_loss: 0.0311625 | Time: 2744.54 ms [2022-09-17 14:16:34 main:574] : INFO : Epoch 1941 | loss: 0.0310852 | val_loss: 0.0311599 | Time: 33571.2 ms [2022-09-17 14:16:37 main:574] : INFO : Epoch 1942 | loss: 0.0310851 | val_loss: 0.0311562 | Time: 3048.5 ms [2022-09-17 14:16:40 main:574] : INFO : Epoch 1943 | loss: 0.0310826 | val_loss: 0.0311611 | Time: 2841.79 ms [2022-09-17 14:17:13 main:574] : INFO : Epoch 1944 | loss: 0.0310827 | val_loss: 0.0311677 | Time: 33449.3 ms [2022-09-17 14:17:17 main:574] : INFO : Epoch 1945 | loss: 0.031085 | val_loss: 0.0311571 | Time: 3418.3 ms [2022-09-17 14:17:20 main:574] : INFO : Epoch 1946 | loss: 0.031087 | val_loss: 0.031149 | Time: 3546.5 ms [2022-09-17 14:17:34 main:574] : INFO : Epoch 1947 | loss: 0.0310855 | val_loss: 0.0311564 | Time: 13850.1 ms [2022-09-17 14:17:38 main:574] : INFO : Epoch 1948 | loss: 0.0310891 | val_loss: 0.03116 | Time: 3475.74 ms [2022-09-17 14:17:41 main:574] : INFO : Epoch 1949 | loss: 0.0310902 | val_loss: 0.0311526 | Time: 3812.86 ms [2022-09-17 14:17:55 main:574] : INFO : Epoch 1950 | loss: 0.0310889 | val_loss: 0.0311571 | Time: 13850.7 ms [2022-09-17 14:17:59 main:574] : INFO : Epoch 1951 | loss: 0.031086 | val_loss: 0.0311588 | Time: 3439.39 ms [2022-09-17 14:18:02 main:574] : INFO : Epoch 1952 | loss: 0.0310846 | val_loss: 0.0311664 | Time: 3206.96 ms [2022-09-17 14:18:05 main:574] : INFO : Epoch 1953 | loss: 0.0310859 | val_loss: 0.0311677 | Time: 3436.79 ms [2022-09-17 14:18:09 main:574] : INFO : Epoch 1954 | loss: 0.0310835 | val_loss: 0.0311605 | Time: 3282.73 ms [2022-09-17 14:18:12 main:574] : INFO : Epoch 1955 | loss: 0.0310835 | val_loss: 0.0311599 | Time: 3516.73 ms [2022-09-17 14:18:26 main:574] : INFO : Epoch 1956 | loss: 0.0310867 | val_loss: 0.0311542 | Time: 13706 ms [2022-09-17 14:18:29 main:574] : INFO : Epoch 1957 | loss: 0.0310863 | val_loss: 0.03115 | Time: 3402.5 ms [2022-09-17 14:18:33 main:574] : INFO : Epoch 1958 | loss: 0.0310848 | val_loss: 0.0311645 | Time: 3634.24 ms [2022-09-17 14:18:37 main:574] : INFO : Epoch 1959 | loss: 0.0310915 | val_loss: 0.0311593 | Time: 3601.28 ms [2022-09-17 14:18:40 main:574] : INFO : Epoch 1960 | loss: 0.0310854 | val_loss: 0.0311498 | Time: 3378.32 ms [2022-09-17 14:18:44 main:574] : INFO : Epoch 1961 | loss: 0.0310843 | val_loss: 0.0311547 | Time: 3599.74 ms [2022-09-17 14:18:47 main:574] : INFO : Epoch 1962 | loss: 0.0310893 | val_loss: 0.0311566 | Time: 3582.05 ms [2022-09-17 14:18:51 main:574] : INFO : Epoch 1963 | loss: 0.0310898 | val_loss: 0.0311569 | Time: 3477.34 ms [2022-09-17 14:18:54 main:574] : INFO : Epoch 1964 | loss: 0.031088 | val_loss: 0.0311571 | Time: 3439.46 ms [2022-09-17 14:18:58 main:574] : INFO : Epoch 1965 | loss: 0.0310882 | val_loss: 0.0311559 | Time: 3433.51 ms [2022-09-17 14:19:01 main:574] : INFO : Epoch 1966 | loss: 0.0310848 | val_loss: 0.0311606 | Time: 3523.7 ms [2022-09-17 14:19:05 main:574] : INFO : Epoch 1967 | loss: 0.031085 | val_loss: 0.0311548 | Time: 3553.02 ms [2022-09-17 14:19:08 main:574] : INFO : Epoch 1968 | loss: 0.0310846 | val_loss: 0.0311539 | Time: 3431.69 ms [2022-09-17 14:19:11 main:574] : INFO : Epoch 1969 | loss: 0.0310809 | val_loss: 0.0311605 | Time: 3313.87 ms [2022-09-17 14:19:15 main:574] : INFO : Epoch 1970 | loss: 0.0310828 | val_loss: 0.0311574 | Time: 3184.32 ms [2022-09-17 14:19:18 main:574] : INFO : Epoch 1971 | loss: 0.0310833 | val_loss: 0.0311625 | Time: 3115.52 ms [2022-09-17 14:19:21 main:574] : INFO : Epoch 1972 | loss: 0.0310798 | val_loss: 0.0311543 | Time: 3288.54 ms [2022-09-17 14:19:24 main:574] : INFO : Epoch 1973 | loss: 0.0310794 | val_loss: 0.0311596 | Time: 3318.28 ms [2022-09-17 14:19:28 main:574] : INFO : Epoch 1974 | loss: 0.0310873 | val_loss: 0.0311538 | Time: 3183.23 ms [2022-09-17 14:19:31 main:574] : INFO : Epoch 1975 | loss: 0.031098 | val_loss: 0.0311655 | Time: 3281.12 ms [2022-09-17 14:19:34 main:574] : INFO : Epoch 1976 | loss: 0.0310944 | val_loss: 0.0311662 | Time: 3408.15 ms [2022-09-17 14:19:38 main:574] : INFO : Epoch 1977 | loss: 0.031093 | val_loss: 0.0311598 | Time: 3329.81 ms [2022-09-17 14:19:41 main:574] : INFO : Epoch 1978 | loss: 0.0310894 | val_loss: 0.031155 | Time: 3494.33 ms [2022-09-17 14:19:45 main:574] : INFO : Epoch 1979 | loss: 0.0310894 | val_loss: 0.0311691 | Time: 3628.38 ms [2022-09-17 14:19:48 main:574] : INFO : Epoch 1980 | loss: 0.0310987 | val_loss: 0.0311552 | Time: 3696.65 ms [2022-09-17 14:19:52 main:574] : INFO : Epoch 1981 | loss: 0.0310988 | val_loss: 0.0311549 | Time: 3454.55 ms [2022-09-17 14:19:55 main:574] : INFO : Epoch 1982 | loss: 0.0310973 | val_loss: 0.031167 | Time: 3420.87 ms [2022-09-17 14:19:59 main:574] : INFO : Epoch 1983 | loss: 0.0310934 | val_loss: 0.0311645 | Time: 3688.78 ms [2022-09-17 14:20:03 main:574] : INFO : Epoch 1984 | loss: 0.0310945 | val_loss: 0.031157 | Time: 3831.22 ms [2022-09-17 14:20:07 main:574] : INFO : Epoch 1985 | loss: 0.0310885 | val_loss: 0.0311571 | Time: 4002.35 ms [2022-09-17 14:20:11 main:574] : INFO : Epoch 1986 | loss: 0.0310866 | val_loss: 0.0311606 | Time: 3851.47 ms [2022-09-17 14:20:15 main:574] : INFO : Epoch 1987 | loss: 0.0310844 | val_loss: 0.031158 | Time: 3882.58 ms [2022-09-17 14:20:19 main:574] : INFO : Epoch 1988 | loss: 0.0310867 | val_loss: 0.0311604 | Time: 4006.95 ms [2022-09-17 14:20:23 main:574] : INFO : Epoch 1989 | loss: 0.0310863 | val_loss: 0.0311513 | Time: 4039.16 ms [2022-09-17 14:20:27 main:574] : INFO : Epoch 1990 | loss: 0.0310875 | val_loss: 0.0311566 | Time: 3820.39 ms [2022-09-17 14:20:30 main:574] : INFO : Epoch 1991 | loss: 0.0310856 | val_loss: 0.0311667 | Time: 3810.28 ms [2022-09-17 14:20:34 main:574] : INFO : Epoch 1992 | loss: 0.0310863 | val_loss: 0.0311542 | Time: 3770.83 ms [2022-09-17 14:20:38 main:574] : INFO : Epoch 1993 | loss: 0.0310932 | val_loss: 0.0311475 | Time: 3576.08 ms [2022-09-17 14:20:41 main:574] : INFO : Epoch 1994 | loss: 0.0310887 | val_loss: 0.0311569 | Time: 3731.01 ms [2022-09-17 14:20:45 main:574] : INFO : Epoch 1995 | loss: 0.0310914 | val_loss: 0.0311529 | Time: 3981.23 ms [2022-09-17 14:20:49 main:574] : INFO : Epoch 1996 | loss: 0.0310902 | val_loss: 0.0311525 | Time: 3943.33 ms [2022-09-17 14:20:53 main:574] : INFO : Epoch 1997 | loss: 0.031091 | val_loss: 0.0311587 | Time: 3818.24 ms [2022-09-17 14:20:57 main:574] : INFO : Epoch 1998 | loss: 0.0310914 | val_loss: 0.0311566 | Time: 3949.18 ms [2022-09-17 14:21:01 main:574] : INFO : Epoch 1999 | loss: 0.0310923 | val_loss: 0.0311546 | Time: 4103.13 ms [2022-09-17 14:21:05 main:574] : INFO : Epoch 2000 | loss: 0.0310901 | val_loss: 0.0311492 | Time: 3774.62 ms [2022-09-17 14:21:09 main:574] : INFO : Epoch 2001 | loss: 0.0310874 | val_loss: 0.0311553 | Time: 3664.26 ms [2022-09-17 14:21:12 main:574] : INFO : Epoch 2002 | loss: 0.0310826 | val_loss: 0.0311568 | Time: 3617.54 ms [2022-09-17 14:21:16 main:574] : INFO : Epoch 2003 | loss: 0.031085 | val_loss: 0.0311563 | Time: 3479.29 ms [2022-09-17 14:21:20 main:574] : INFO : Epoch 2004 | loss: 0.0310852 | val_loss: 0.0311514 | Time: 3886.26 ms [2022-09-17 14:21:23 main:574] : INFO : Epoch 2005 | loss: 0.0310846 | val_loss: 0.0311544 | Time: 3669.09 ms [2022-09-17 14:21:27 main:574] : INFO : Epoch 2006 | loss: 0.0310851 | val_loss: 0.0311577 | Time: 3579.41 ms [2022-09-17 14:21:31 main:574] : INFO : Epoch 2007 | loss: 0.0310818 | val_loss: 0.0311626 | Time: 3680.03 ms [2022-09-17 14:21:34 main:574] : INFO : Epoch 2008 | loss: 0.031082 | val_loss: 0.0311558 | Time: 3681.25 ms [2022-09-17 14:21:38 main:574] : INFO : Epoch 2009 | loss: 0.0310916 | val_loss: 0.0311651 | Time: 3829.8 ms [2022-09-17 14:21:42 main:574] : INFO : Epoch 2010 | loss: 0.0310925 | val_loss: 0.0311546 | Time: 3543.16 ms [2022-09-17 14:21:45 main:574] : INFO : Epoch 2011 | loss: 0.0310884 | val_loss: 0.0311501 | Time: 3688.16 ms [2022-09-17 14:21:49 main:574] : INFO : Epoch 2012 | loss: 0.0310896 | val_loss: 0.031157 | Time: 4035.7 ms [2022-09-17 14:21:53 main:574] : INFO : Epoch 2013 | loss: 0.0310944 | val_loss: 0.0311533 | Time: 4006.25 ms [2022-09-17 14:21:57 main:574] : INFO : Epoch 2014 | loss: 0.0310931 | val_loss: 0.0311587 | Time: 3981.32 ms [2022-09-17 14:22:01 main:574] : INFO : Epoch 2015 | loss: 0.0310886 | val_loss: 0.0311562 | Time: 3944.01 ms [2022-09-17 14:22:05 main:574] : INFO : Epoch 2016 | loss: 0.0310907 | val_loss: 0.0311551 | Time: 3959.02 ms [2022-09-17 14:22:09 main:574] : INFO : Epoch 2017 | loss: 0.0310891 | val_loss: 0.0311506 | Time: 3937.84 ms [2022-09-17 14:22:13 main:574] : INFO : Epoch 2018 | loss: 0.0310897 | val_loss: 0.0311508 | Time: 3518.17 ms [2022-09-17 14:22:16 main:574] : INFO : Epoch 2019 | loss: 0.0310886 | val_loss: 0.0311659 | Time: 3490.87 ms [2022-09-17 14:22:20 main:574] : INFO : Epoch 2020 | loss: 0.0310896 | val_loss: 0.0311498 | Time: 3885.82 ms [2022-09-17 14:22:24 main:574] : INFO : Epoch 2021 | loss: 0.0310898 | val_loss: 0.0311575 | Time: 3895.58 ms [2022-09-17 14:22:28 main:574] : INFO : Epoch 2022 | loss: 0.0311095 | val_loss: 0.0311551 | Time: 3851.34 ms [2022-09-17 14:22:32 main:574] : INFO : Epoch 2023 | loss: 0.0311143 | val_loss: 0.0311486 | Time: 3627.42 ms [2022-09-17 14:22:35 main:574] : INFO : Epoch 2024 | loss: 0.031115 | val_loss: 0.0311537 | Time: 3807.42 ms [2022-09-17 14:22:39 main:574] : INFO : Epoch 2025 | loss: 0.0311071 | val_loss: 0.0311559 | Time: 4004.41 ms [2022-09-17 14:22:43 main:574] : INFO : Epoch 2026 | loss: 0.0311036 | val_loss: 0.0311566 | Time: 3832.73 ms [2022-09-17 14:22:47 main:574] : INFO : Epoch 2027 | loss: 0.0311008 | val_loss: 0.0311563 | Time: 3708.75 ms [2022-09-17 14:22:51 main:574] : INFO : Epoch 2028 | loss: 0.0311027 | val_loss: 0.0311655 | Time: 3830.41 ms [2022-09-17 14:22:55 main:574] : INFO : Epoch 2029 | loss: 0.0311013 | val_loss: 0.0311546 | Time: 3953.6 ms [2022-09-17 14:22:59 main:574] : INFO : Epoch 2030 | loss: 0.0310954 | val_loss: 0.0311528 | Time: 3779.84 ms [2022-09-17 14:23:02 main:574] : INFO : Epoch 2031 | loss: 0.0310984 | val_loss: 0.0311607 | Time: 3757.01 ms [2022-09-17 14:23:06 main:574] : INFO : Epoch 2032 | loss: 0.0310984 | val_loss: 0.0311528 | Time: 3669.92 ms [2022-09-17 14:23:10 main:574] : INFO : Epoch 2033 | loss: 0.0310968 | val_loss: 0.0311568 | Time: 3705.46 ms [2022-09-17 14:23:14 main:574] : INFO : Epoch 2034 | loss: 0.031097 | val_loss: 0.0311566 | Time: 3840.11 ms [2022-09-17 14:23:17 main:574] : INFO : Epoch 2035 | loss: 0.0311142 | val_loss: 0.0311502 | Time: 3646.71 ms [2022-09-17 14:23:21 main:574] : INFO : Epoch 2036 | loss: 0.0311148 | val_loss: 0.0311524 | Time: 3850.29 ms [2022-09-17 14:23:25 main:574] : INFO : Epoch 2037 | loss: 0.0311146 | val_loss: 0.0311487 | Time: 3958.53 ms [2022-09-17 14:23:29 main:574] : INFO : Epoch 2038 | loss: 0.031111 | val_loss: 0.0311519 | Time: 4019.45 ms [2022-09-17 14:23:33 main:574] : INFO : Epoch 2039 | loss: 0.0311078 | val_loss: 0.0311564 | Time: 3786.34 ms [2022-09-17 14:23:37 main:574] : INFO : Epoch 2040 | loss: 0.0311028 | val_loss: 0.0311541 | Time: 4168.3 ms [2022-09-17 14:23:41 main:574] : INFO : Epoch 2041 | loss: 0.0311026 | val_loss: 0.0311543 | Time: 4135.68 ms [2022-09-17 14:23:45 main:574] : INFO : Epoch 2042 | loss: 0.031099 | val_loss: 0.0311605 | Time: 3895.25 ms [2022-09-17 14:23:49 main:574] : INFO : Epoch 2043 | loss: 0.0310992 | val_loss: 0.0311586 | Time: 3861.64 ms [2022-09-17 14:23:53 main:574] : INFO : Epoch 2044 | loss: 0.0311014 | val_loss: 0.0311585 | Time: 4117.13 ms [2022-09-17 14:23:57 main:574] : INFO : Epoch 2045 | loss: 0.0311038 | val_loss: 0.0311544 | Time: 3862.98 ms [2022-09-17 14:24:01 main:574] : INFO : Epoch 2046 | loss: 0.0311072 | val_loss: 0.031157 | Time: 4000.1 ms [2022-09-17 14:24:05 main:574] : INFO : Epoch 2047 | loss: 0.0311068 | val_loss: 0.0311641 | Time: 4259.97 ms [2022-09-17 14:24:09 main:574] : INFO : Epoch 2048 | loss: 0.0311048 | val_loss: 0.0311538 | Time: 4111.97 ms [2022-09-17 14:24:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311538 [2022-09-17 14:24:09 main:603] : INFO : Saving end state to config to file [2022-09-17 14:24:09 main:608] : INFO : Success, exiting.. 14:24:09 (6904): 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)