Task 13961892
| Name | ParityModified-1647043623-1031-3-0_0 |
| Workunit | 11035123 |
| Created | 29 Mar 2022, 5:12:49 UTC |
| Sent | 2 Apr 2022, 9:36:02 UTC |
| Report deadline | 10 Apr 2022, 9:36:02 UTC |
| Received | 4 Apr 2022, 7:49:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13155 |
| Run time | 2 hours 10 min 4 sec |
| CPU time | 2 hours 5 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1567 | loss: 0.0310082 | val_loss: 0.0310495 | Time: 3905.99 ms [2022-04-02 05:45:32 main:574] : INFO : Epoch 1568 | loss: 0.0310087 | val_loss: 0.0310493 | Time: 3902.81 ms [2022-04-02 05:45:36 main:574] : INFO : Epoch 1569 | loss: 0.0310215 | val_loss: 0.0310634 | Time: 3848.47 ms [2022-04-02 05:45:40 main:574] : INFO : Epoch 1570 | loss: 0.0310148 | val_loss: 0.0310509 | Time: 3952.11 ms [2022-04-02 05:45:44 main:574] : INFO : Epoch 1571 | loss: 0.0310087 | val_loss: 0.031058 | Time: 3958.04 ms [2022-04-02 05:45:49 main:574] : INFO : Epoch 1572 | loss: 0.0310081 | val_loss: 0.0310627 | Time: 4194.35 ms [2022-04-02 05:45:53 main:574] : INFO : Epoch 1573 | loss: 0.0310113 | val_loss: 0.0310488 | Time: 3964.5 ms [2022-04-02 05:45:57 main:574] : INFO : Epoch 1574 | loss: 0.031006 | val_loss: 0.031049 | Time: 4003.45 ms [2022-04-02 05:46:01 main:574] : INFO : Epoch 1575 | loss: 0.0310104 | val_loss: 0.0310491 | Time: 4096.06 ms [2022-04-02 05:46:05 main:574] : INFO : Epoch 1576 | loss: 0.0310049 | val_loss: 0.0310589 | Time: 3912.32 ms [2022-04-02 05:46:09 main:574] : INFO : Epoch 1577 | loss: 0.031019 | val_loss: 0.0310531 | Time: 3905.35 ms [2022-04-02 05:46:13 main:574] : INFO : Epoch 1578 | loss: 0.0310391 | val_loss: 0.0310547 | Time: 3845.07 ms [2022-04-02 05:46:16 main:574] : INFO : Epoch 1579 | loss: 0.0310206 | val_loss: 0.0310639 | Time: 3713.4 ms [2022-04-02 05:46:20 main:574] : INFO : Epoch 1580 | loss: 0.0310074 | val_loss: 0.0310465 | Time: 3914.72 ms [2022-04-02 05:46:24 main:574] : INFO : Epoch 1581 | loss: 0.0310007 | val_loss: 0.0310523 | Time: 4013.16 ms [2022-04-02 05:46:28 main:574] : INFO : Epoch 1582 | loss: 0.0310017 | val_loss: 0.0310535 | Time: 3944.92 ms [2022-04-02 05:46:32 main:574] : INFO : Epoch 1583 | loss: 0.031 | val_loss: 0.0310538 | Time: 3903.04 ms [2022-04-02 05:46:36 main:574] : INFO : Epoch 1584 | loss: 0.030999 | val_loss: 0.0310484 | Time: 4025.57 ms [2022-04-02 05:46:40 main:574] : INFO : Epoch 1585 | loss: 0.0310054 | val_loss: 0.0310509 | Time: 3843.02 ms [2022-04-02 05:46:44 main:574] : INFO : Epoch 1586 | loss: 0.0310133 | val_loss: 0.0310636 | Time: 3778.57 ms [2022-04-02 05:46:48 main:574] : INFO : Epoch 1587 | loss: 0.0310029 | val_loss: 0.0310589 | Time: 3899.17 ms [2022-04-02 05:46:52 main:574] : INFO : Epoch 1588 | loss: 0.0310006 | val_loss: 0.0310464 | Time: 3966.06 ms [2022-04-02 05:46:56 main:574] : INFO : Epoch 1589 | loss: 0.0310049 | val_loss: 0.0310484 | Time: 3832.44 ms [2022-04-02 05:47:00 main:574] : INFO : Epoch 1590 | loss: 0.0310034 | val_loss: 0.0310441 | Time: 3790.06 ms [2022-04-02 05:47:04 main:574] : INFO : Epoch 1591 | loss: 0.0309953 | val_loss: 0.0310478 | Time: 3841.03 ms [2022-04-02 05:47:08 main:574] : INFO : Epoch 1592 | loss: 0.0310009 | val_loss: 0.0310661 | Time: 3955.22 ms [2022-04-02 05:47:12 main:574] : INFO : Epoch 1593 | loss: 0.0310015 | val_loss: 0.0310483 | Time: 3891.04 ms [2022-04-02 05:47:16 main:574] : INFO : Epoch 1594 | loss: 0.0309911 | val_loss: 0.03105 | Time: 3819.71 ms [2022-04-02 05:47:19 main:574] : INFO : Epoch 1595 | loss: 0.0309961 | val_loss: 0.0310559 | Time: 3793.44 ms [2022-04-02 05:47:23 main:574] : INFO : Epoch 1596 | loss: 0.0309943 | val_loss: 0.0310576 | Time: 3940.94 ms [2022-04-02 05:47:27 main:574] : INFO : Epoch 1597 | loss: 0.0309955 | val_loss: 0.0310533 | Time: 4027.13 ms [2022-04-02 05:47:31 main:574] : INFO : Epoch 1598 | loss: 0.0310036 | val_loss: 0.03105 | Time: 3880.75 ms [2022-04-02 05:47:35 main:574] : INFO : Epoch 1599 | loss: 0.031004 | val_loss: 0.0310529 | Time: 3972.51 ms [2022-04-02 05:47:39 main:574] : INFO : Epoch 1600 | loss: 0.0310046 | val_loss: 0.0310459 | Time: 3841.39 ms [2022-04-02 05:47:43 main:574] : INFO : Epoch 1601 | loss: 0.0310017 | val_loss: 0.0310522 | Time: 4109.56 ms [2022-04-02 05:47:47 main:574] : INFO : Epoch 1602 | loss: 0.0309978 | val_loss: 0.0310494 | Time: 3943.59 ms [2022-04-02 05:47:51 main:574] : INFO : Epoch 1603 | loss: 0.0309966 | val_loss: 0.0310431 | Time: 3882.27 ms [2022-04-02 05:47:55 main:574] : INFO : Epoch 1604 | loss: 0.0310028 | val_loss: 0.0310489 | Time: 4056.99 ms [2022-04-02 05:47:59 main:574] : INFO : Epoch 1605 | loss: 0.0310067 | val_loss: 0.0310497 | Time: 3908.64 ms [2022-04-02 05:48:03 main:574] : INFO : Epoch 1606 | loss: 0.0310029 | val_loss: 0.0310455 | Time: 3871.58 ms [2022-04-02 05:48:07 main:574] : INFO : Epoch 1607 | loss: 0.0310034 | val_loss: 0.0310521 | Time: 3785.31 ms [2022-04-02 05:48:11 main:574] : INFO : Epoch 1608 | loss: 0.0310256 | val_loss: 0.0310529 | Time: 3838.58 ms [2022-04-02 05:48:15 main:574] : INFO : Epoch 1609 | loss: 0.0310089 | val_loss: 0.0310451 | Time: 3988.54 ms [2022-04-02 05:48:19 main:574] : INFO : Epoch 1610 | loss: 0.031008 | val_loss: 0.0310473 | Time: 4056.88 ms [2022-04-02 05:48:23 main:574] : INFO : Epoch 1611 | loss: 0.0310164 | val_loss: 0.0310534 | Time: 3976.49 ms [2022-04-02 05:48:27 main:574] : INFO : Epoch 1612 | loss: 0.0310229 | val_loss: 0.0310585 | Time: 3858.86 ms [2022-04-02 05:48:31 main:574] : INFO : Epoch 1613 | loss: 0.0310226 | val_loss: 0.0310584 | Time: 3817.24 ms [2022-04-02 05:48:35 main:574] : INFO : Epoch 1614 | loss: 0.0310121 | val_loss: 0.0310533 | Time: 3930.45 ms [2022-04-02 05:48:39 main:574] : INFO : Epoch 1615 | loss: 0.0310065 | val_loss: 0.0310494 | Time: 3868.16 ms [2022-04-02 05:48:43 main:574] : INFO : Epoch 1616 | loss: 0.0310081 | val_loss: 0.0310447 | Time: 3999.35 ms [2022-04-02 05:48:47 main:574] : INFO : Epoch 1617 | loss: 0.0310067 | val_loss: 0.0310462 | Time: 3813.41 ms [2022-04-02 05:48:51 main:574] : INFO : Epoch 1618 | loss: 0.0310096 | val_loss: 0.0310537 | Time: 3857.68 ms [2022-04-02 05:48:55 main:574] : INFO : Epoch 1619 | loss: 0.031009 | val_loss: 0.0310573 | Time: 3868.91 ms [2022-04-02 05:48:59 main:574] : INFO : Epoch 1620 | loss: 0.0310023 | val_loss: 0.0310462 | Time: 3930.21 ms [2022-04-02 05:49:03 main:574] : INFO : Epoch 1621 | loss: 0.030999 | val_loss: 0.0310466 | Time: 3847.33 ms [2022-04-02 05:49:06 main:574] : INFO : Epoch 1622 | loss: 0.030998 | val_loss: 0.0310449 | Time: 3828.77 ms [2022-04-02 05:49:10 main:574] : INFO : Epoch 1623 | loss: 0.0310006 | val_loss: 0.0310467 | Time: 3801.48 ms [2022-04-02 05:49:14 main:574] : INFO : Epoch 1624 | loss: 0.0310087 | val_loss: 0.0310546 | Time: 4073.64 ms [2022-04-02 05:49:18 main:574] : INFO : Epoch 1625 | loss: 0.0310047 | val_loss: 0.0310541 | Time: 3923.26 ms [2022-04-02 05:49:22 main:574] : INFO : Epoch 1626 | loss: 0.0310071 | val_loss: 0.0310482 | Time: 3939.85 ms [2022-04-02 05:49:26 main:574] : INFO : Epoch 1627 | loss: 0.0310017 | val_loss: 0.0310554 | Time: 3771.69 ms [2022-04-02 05:49:30 main:574] : INFO : Epoch 1628 | loss: 0.0309983 | val_loss: 0.0310441 | Time: 3852.85 ms [2022-04-02 05:49:34 main:574] : INFO : Epoch 1629 | loss: 0.0309968 | val_loss: 0.0310504 | Time: 3865.95 ms [2022-04-02 05:49:38 main:574] : INFO : Epoch 1630 | loss: 0.0309979 | val_loss: 0.0310539 | Time: 3871.46 ms [2022-04-02 05:49:42 main:574] : INFO : Epoch 1631 | loss: 0.0309945 | val_loss: 0.0310656 | Time: 4076.33 ms [2022-04-02 05:49:46 main:574] : INFO : Epoch 1632 | loss: 0.0310068 | val_loss: 0.0310662 | Time: 3899.83 ms [2022-04-02 05:49:50 main:574] : INFO : Epoch 1633 | loss: 0.0311102 | val_loss: 0.0311782 | Time: 3806.44 ms [2022-04-02 05:49:54 main:574] : INFO : Epoch 1634 | loss: 0.0311547 | val_loss: 0.0311331 | Time: 3821.01 ms [2022-04-02 05:49:58 main:574] : INFO : Epoch 1635 | loss: 0.0311116 | val_loss: 0.0311153 | Time: 3969.76 ms [2022-04-02 05:50:02 main:574] : INFO : Epoch 1636 | loss: 0.031105 | val_loss: 0.031105 | Time: 3894.71 ms [2022-04-02 05:50:06 main:574] : INFO : Epoch 1637 | loss: 0.0310878 | val_loss: 0.0310962 | Time: 3761.83 ms [2022-04-02 05:50:09 main:574] : INFO : Epoch 1638 | loss: 0.0310653 | val_loss: 0.0310703 | Time: 3774.62 ms [2022-04-02 05:50:13 main:574] : INFO : Epoch 1639 | loss: 0.0310561 | val_loss: 0.0310702 | Time: 3906.59 ms [2022-04-02 05:50:17 main:574] : INFO : Epoch 1640 | loss: 0.0310511 | val_loss: 0.0310637 | Time: 3900.91 ms [2022-04-02 05:50:21 main:574] : INFO : Epoch 1641 | loss: 0.0310392 | val_loss: 0.0310593 | Time: 3889.84 ms [2022-04-02 05:50:25 main:574] : INFO : Epoch 1642 | loss: 0.0310378 | val_loss: 0.0310638 | Time: 3883.45 ms [2022-04-02 05:50:29 main:574] : INFO : Epoch 1643 | loss: 0.0310357 | val_loss: 0.0310578 | Time: 3827.07 ms [2022-04-02 05:50:33 main:574] : INFO : Epoch 1644 | loss: 0.0310376 | val_loss: 0.0310637 | Time: 3958.09 ms [2022-04-02 05:50:37 main:574] : INFO : Epoch 1645 | loss: 0.0310375 | val_loss: 0.0310608 | Time: 3824.37 ms [2022-04-02 05:50:41 main:574] : INFO : Epoch 1646 | loss: 0.0310375 | val_loss: 0.031056 | Time: 3844.54 ms [2022-04-02 05:50:45 main:574] : INFO : Epoch 1647 | loss: 0.0310352 | val_loss: 0.0310542 | Time: 3877.29 ms [2022-04-02 05:50:49 main:574] : INFO : Epoch 1648 | loss: 0.0310281 | val_loss: 0.0310696 | Time: 3879.6 ms [2022-04-02 05:50:53 main:574] : INFO : Epoch 1649 | loss: 0.0310532 | val_loss: 0.0310699 | Time: 3890.55 ms [2022-04-02 05:50:57 main:574] : INFO : Epoch 1650 | loss: 0.0310355 | val_loss: 0.0310621 | Time: 3883.23 ms [2022-04-02 05:51:00 main:574] : INFO : Epoch 1651 | loss: 0.0310329 | val_loss: 0.0310563 | Time: 3838.57 ms [2022-04-02 05:51:04 main:574] : INFO : Epoch 1652 | loss: 0.0310378 | val_loss: 0.0310504 | Time: 3925.72 ms [2022-04-02 05:51:08 main:574] : INFO : Epoch 1653 | loss: 0.0310264 | val_loss: 0.0310471 | Time: 3923.99 ms [2022-04-02 05:51:12 main:574] : INFO : Epoch 1654 | loss: 0.0310274 | val_loss: 0.0310522 | Time: 3989.34 ms [2022-04-02 05:51:16 main:574] : INFO : Epoch 1655 | loss: 0.0310276 | val_loss: 0.031049 | Time: 3906.41 ms [2022-04-02 05:51:20 main:574] : INFO : Epoch 1656 | loss: 0.0310232 | val_loss: 0.0310509 | Time: 3823.8 ms [2022-04-02 05:51:24 main:574] : INFO : Epoch 1657 | loss: 0.0310222 | val_loss: 0.0310487 | Time: 3811.39 ms [2022-04-02 05:51:28 main:574] : INFO : Epoch 1658 | loss: 0.0310287 | val_loss: 0.0310684 | Time: 3839.19 ms [2022-04-02 05:51:32 main:574] : INFO : Epoch 1659 | loss: 0.0310284 | val_loss: 0.0310536 | Time: 3937.76 ms [2022-04-02 05:51:36 main:574] : INFO : Epoch 1660 | loss: 0.0310309 | val_loss: 0.0310542 | Time: 3796.81 ms [2022-04-02 05:51:40 main:574] : INFO : Epoch 1661 | loss: 0.0310745 | val_loss: 0.0310931 | Time: 3824.06 ms [2022-04-02 05:51:44 main:574] : INFO : Epoch 1662 | loss: 0.0310774 | val_loss: 0.0310819 | Time: 3914.89 ms [2022-04-02 05:51:48 main:574] : INFO : Epoch 1663 | loss: 0.0310772 | val_loss: 0.0310814 | Time: 3847.04 ms [2022-04-02 05:51:52 main:574] : INFO : Epoch 1664 | loss: 0.0310639 | val_loss: 0.0310579 | Time: 3930.09 ms [2022-04-02 05:51:55 main:574] : INFO : Epoch 1665 | loss: 0.0310483 | val_loss: 0.0310531 | Time: 3841.07 ms [2022-04-02 05:51:59 main:574] : INFO : Epoch 1666 | loss: 0.0310413 | val_loss: 0.0310534 | Time: 3843.02 ms [2022-04-02 05:52:04 main:574] : INFO : Epoch 1667 | loss: 0.0310512 | val_loss: 0.0310789 | Time: 4152.47 ms [2022-04-02 05:52:08 main:574] : INFO : Epoch 1668 | loss: 0.0310538 | val_loss: 0.031104 | Time: 3948.82 ms [2022-04-02 05:52:11 main:574] : INFO : Epoch 1669 | loss: 0.0385033 | val_loss: 0.050869 | Time: 3850.93 ms [2022-04-02 05:52:15 main:574] : INFO : Epoch 1670 | loss: 0.0417143 | val_loss: 0.0326505 | Time: 3806.53 ms [2022-04-02 05:52:19 main:574] : INFO : Epoch 1671 | loss: 0.032077 | val_loss: 0.0316723 | Time: 3838.88 ms [2022-04-02 05:52:23 main:574] : INFO : Epoch 1672 | loss: 0.0313952 | val_loss: 0.0312913 | Time: 3867.99 ms [2022-04-02 05:52:27 main:574] : INFO : Epoch 1673 | loss: 0.0312614 | val_loss: 0.0312394 | Time: 3973 ms [2022-04-02 05:52:31 main:574] : INFO : Epoch 1674 | loss: 0.0312349 | val_loss: 0.0312311 | Time: 3871.31 ms [2022-04-02 05:52:35 main:574] : INFO : Epoch 1675 | loss: 0.0312248 | val_loss: 0.0312223 | Time: 3983.09 ms [2022-04-02 05:52:39 main:574] : INFO : Epoch 1676 | loss: 0.0312177 | val_loss: 0.0312177 | Time: 3900.16 ms [2022-04-02 05:52:43 main:574] : INFO : Epoch 1677 | loss: 0.0312121 | val_loss: 0.0312096 | Time: 3840.45 ms [2022-04-02 05:52:47 main:574] : INFO : Epoch 1678 | loss: 0.0312055 | val_loss: 0.0312055 | Time: 3776.2 ms [2022-04-02 05:52:51 main:574] : INFO : Epoch 1679 | loss: 0.0312003 | val_loss: 0.0311972 | Time: 3840.67 ms [2022-04-02 05:52:55 main:574] : INFO : Epoch 1680 | loss: 0.0311937 | val_loss: 0.0311907 | Time: 4005.88 ms [2022-04-02 05:52:59 main:574] : INFO : Epoch 1681 | loss: 0.0311865 | val_loss: 0.0311841 | Time: 4007.94 ms [2022-04-02 05:53:03 main:574] : INFO : Epoch 1682 | loss: 0.0311801 | val_loss: 0.031177 | Time: 3936.27 ms [2022-04-02 05:53:07 main:574] : INFO : Epoch 1683 | loss: 0.0311729 | val_loss: 0.0311712 | Time: 3805.1 ms [2022-04-02 05:53:11 main:574] : INFO : Epoch 1684 | loss: 0.0311649 | val_loss: 0.0311635 | Time: 3902.52 ms [2022-04-02 05:53:15 main:574] : INFO : Epoch 1685 | loss: 0.0311573 | val_loss: 0.0311551 | Time: 3957.5 ms [2022-04-02 05:53:19 main:574] : INFO : Epoch 1686 | loss: 0.0311512 | val_loss: 0.0311506 | Time: 3915.57 ms [2022-04-02 05:53:22 main:574] : INFO : Epoch 1687 | loss: 0.0311424 | val_loss: 0.0311393 | Time: 3824.55 ms [2022-04-02 05:53:26 main:574] : INFO : Epoch 1688 | loss: 0.0311337 | val_loss: 0.0311305 | Time: 3825.09 ms [2022-04-02 05:53:30 main:574] : INFO : Epoch 1689 | loss: 0.0311246 | val_loss: 0.0311202 | Time: 3891 ms [2022-04-02 05:53:34 main:574] : INFO : Epoch 1690 | loss: 0.0311159 | val_loss: 0.0311162 | Time: 4007.93 ms [2022-04-02 05:53:38 main:574] : INFO : Epoch 1691 | loss: 0.0311117 | val_loss: 0.0311101 | Time: 3832.24 ms [2022-04-02 05:53:42 main:574] : INFO : Epoch 1692 | loss: 0.0311079 | val_loss: 0.0311072 | Time: 3993.38 ms [2022-04-02 05:53:46 main:574] : INFO : Epoch 1693 | loss: 0.0311041 | val_loss: 0.0311045 | Time: 3839.02 ms [2022-04-02 05:53:50 main:574] : INFO : Epoch 1694 | loss: 0.0311015 | val_loss: 0.0311044 | Time: 3914.5 ms [2022-04-02 05:53:54 main:574] : INFO : Epoch 1695 | loss: 0.031097 | val_loss: 0.0311025 | Time: 4005.4 ms [2022-04-02 05:53:58 main:574] : INFO : Epoch 1696 | loss: 0.0310955 | val_loss: 0.0310982 | Time: 3831.6 ms [2022-04-02 05:54:02 main:574] : INFO : Epoch 1697 | loss: 0.0310918 | val_loss: 0.0310996 | Time: 3782.36 ms [2022-04-02 05:54:06 main:574] : INFO : Epoch 1698 | loss: 0.0310928 | val_loss: 0.0310975 | Time: 3888.22 ms [2022-04-02 05:54:10 main:574] : INFO : Epoch 1699 | loss: 0.0310907 | val_loss: 0.0311153 | Time: 3762.72 ms [2022-04-02 05:54:14 main:574] : INFO : Epoch 1700 | loss: 0.0310991 | val_loss: 0.0311163 | Time: 3905.05 ms [2022-04-02 05:54:17 main:574] : INFO : Epoch 1701 | loss: 0.0310894 | val_loss: 0.0310939 | Time: 3852.41 ms [2022-04-02 05:54:21 main:574] : INFO : Epoch 1702 | loss: 0.0310872 | val_loss: 0.0311021 | Time: 3897.23 ms [2022-04-02 05:54:25 main:574] : INFO : Epoch 1703 | loss: 0.0310872 | val_loss: 0.0310931 | Time: 3848.1 ms [2022-04-02 05:54:29 main:574] : INFO : Epoch 1704 | loss: 0.0310871 | val_loss: 0.0310937 | Time: 3857.64 ms [2022-04-02 05:54:33 main:574] : INFO : Epoch 1705 | loss: 0.0310844 | val_loss: 0.0311095 | Time: 4026.09 ms [2022-04-02 05:54:37 main:574] : INFO : Epoch 1706 | loss: 0.0310854 | val_loss: 0.0310929 | Time: 3861.32 ms [2022-04-02 05:54:41 main:574] : INFO : Epoch 1707 | loss: 0.0310801 | val_loss: 0.0310958 | Time: 3814.93 ms [2022-04-02 05:54:45 main:574] : INFO : Epoch 1708 | loss: 0.0310819 | val_loss: 0.0310946 | Time: 3842.44 ms [2022-04-02 05:54:49 main:574] : INFO : Epoch 1709 | loss: 0.031083 | val_loss: 0.0310911 | Time: 4008.92 ms [2022-04-02 05:54:53 main:574] : INFO : Epoch 1710 | loss: 0.0310858 | val_loss: 0.031094 | Time: 4138.13 ms [2022-04-02 05:54:57 main:574] : INFO : Epoch 1711 | loss: 0.031088 | val_loss: 0.0311047 | Time: 3905.28 ms [2022-04-02 05:55:01 main:574] : INFO : Epoch 1712 | loss: 0.0310857 | val_loss: 0.0310898 | Time: 3890.97 ms [2022-04-02 05:55:05 main:574] : INFO : Epoch 1713 | loss: 0.03108 | val_loss: 0.0310892 | Time: 3848.95 ms [2022-04-02 05:55:09 main:574] : INFO : Epoch 1714 | loss: 0.0310833 | val_loss: 0.0310905 | Time: 4042.92 ms [2022-04-02 05:55:13 main:574] : INFO : Epoch 1715 | loss: 0.0310773 | val_loss: 0.0310917 | Time: 3936.66 ms [2022-04-02 05:55:17 main:574] : INFO : Epoch 1716 | loss: 0.0310783 | val_loss: 0.0310909 | Time: 3959.15 ms [2022-04-02 05:55:21 main:574] : INFO : Epoch 1717 | loss: 0.0310796 | val_loss: 0.0310927 | Time: 3940.21 ms [2022-04-02 05:55:25 main:574] : INFO : Epoch 1718 | loss: 0.0310897 | val_loss: 0.0310921 | Time: 3935.52 ms [2022-04-02 05:55:29 main:574] : INFO : Epoch 1719 | loss: 0.0310842 | val_loss: 0.0310934 | Time: 3849.69 ms [2022-04-02 05:55:33 main:574] : INFO : Epoch 1720 | loss: 0.0310827 | val_loss: 0.0311235 | Time: 3949.25 ms [2022-04-02 05:55:37 main:574] : INFO : Epoch 1721 | loss: 0.0310843 | val_loss: 0.0310907 | Time: 3869.38 ms [2022-04-02 05:55:41 main:574] : INFO : Epoch 1722 | loss: 0.0310772 | val_loss: 0.0310966 | Time: 3807.26 ms [2022-04-02 05:55:45 main:574] : INFO : Epoch 1723 | loss: 0.0310856 | val_loss: 0.0311029 | Time: 3875.43 ms [2022-04-02 05:55:49 main:574] : INFO : Epoch 1724 | loss: 0.0310788 | val_loss: 0.0310924 | Time: 3935.01 ms [2022-04-02 05:55:53 main:574] : INFO : Epoch 1725 | loss: 0.0310738 | val_loss: 0.0310888 | Time: 3885.99 ms [2022-04-02 05:55:57 main:574] : INFO : Epoch 1726 | loss: 0.0310806 | val_loss: 0.0310916 | Time: 3879.95 ms [2022-04-02 05:56:00 main:574] : INFO : Epoch 1727 | loss: 0.0310762 | val_loss: 0.0310949 | Time: 3838.48 ms [2022-04-02 05:56:04 main:574] : INFO : Epoch 1728 | loss: 0.0310747 | val_loss: 0.0310871 | Time: 3809.36 ms [2022-04-02 05:56:08 main:574] : INFO : Epoch 1729 | loss: 0.0310697 | val_loss: 0.0310945 | Time: 3964.91 ms [2022-04-02 05:56:12 main:574] : INFO : Epoch 1730 | loss: 0.0310686 | val_loss: 0.031089 | Time: 3911.41 ms [2022-04-02 05:56:16 main:574] : INFO : Epoch 1731 | loss: 0.0310792 | val_loss: 0.0311297 | Time: 3748.24 ms [2022-04-02 05:56:20 main:574] : INFO : Epoch 1732 | loss: 0.0310837 | val_loss: 0.0310997 | Time: 3817.97 ms [2022-04-02 05:56:24 main:574] : INFO : Epoch 1733 | loss: 0.0310689 | val_loss: 0.031087 | Time: 3909.86 ms [2022-04-02 05:56:28 main:574] : INFO : Epoch 1734 | loss: 0.0310725 | val_loss: 0.0310868 | Time: 3964.46 ms [2022-04-02 05:56:32 main:574] : INFO : Epoch 1735 | loss: 0.0310735 | val_loss: 0.0311161 | Time: 3964.34 ms [2022-04-02 05:56:36 main:574] : INFO : Epoch 1736 | loss: 0.0310809 | val_loss: 0.0310888 | Time: 3847.67 ms [2022-04-02 05:56:40 main:574] : INFO : Epoch 1737 | loss: 0.0310615 | val_loss: 0.0310672 | Time: 3884.76 ms [2022-04-02 05:56:44 main:574] : INFO : Epoch 1738 | loss: 0.0310524 | val_loss: 0.031071 | Time: 4053.33 ms [2022-04-02 05:56:48 main:574] : INFO : Epoch 1739 | loss: 0.0310602 | val_loss: 0.0310619 | Time: 3865.67 ms [2022-04-02 05:56:52 main:574] : INFO : Epoch 1740 | loss: 0.0310582 | val_loss: 0.0310683 | Time: 3884.56 ms [2022-04-02 05:56:56 main:574] : INFO : Epoch 1741 | loss: 0.0310497 | val_loss: 0.0310717 | Time: 3818.88 ms [2022-04-02 05:57:00 main:574] : INFO : Epoch 1742 | loss: 0.0310424 | val_loss: 0.0310548 | Time: 3901.48 ms [2022-04-02 05:57:03 main:574] : INFO : Epoch 1743 | loss: 0.0310415 | val_loss: 0.0310541 | Time: 3790.42 ms [2022-04-02 05:57:07 main:574] : INFO : Epoch 1744 | loss: 0.0310445 | val_loss: 0.031057 | Time: 3821.44 ms [2022-04-02 05:57:11 main:574] : INFO : Epoch 1745 | loss: 0.0310431 | val_loss: 0.0310572 | Time: 3950.69 ms [2022-04-02 05:57:15 main:574] : INFO : Epoch 1746 | loss: 0.0310354 | val_loss: 0.031051 | Time: 4021.2 ms [2022-04-02 05:57:19 main:574] : INFO : Epoch 1747 | loss: 0.0310358 | val_loss: 0.0310542 | Time: 3998.41 ms [2022-04-02 05:57:23 main:574] : INFO : Epoch 1748 | loss: 0.0310324 | val_loss: 0.0310559 | Time: 3853.42 ms [2022-04-02 05:57:27 main:574] : INFO : Epoch 1749 | loss: 0.0310364 | val_loss: 0.031049 | Time: 3828.85 ms [2022-04-02 05:57:31 main:574] : INFO : Epoch 1750 | loss: 0.0310326 | val_loss: 0.0310518 | Time: 3878.9 ms [2022-04-02 05:57:35 main:574] : INFO : Epoch 1751 | loss: 0.031031 | val_loss: 0.0310521 | Time: 3866.24 ms [2022-04-02 05:57:39 main:574] : INFO : Epoch 1752 | loss: 0.0310289 | val_loss: 0.0310624 | Time: 3968.89 ms [2022-04-02 05:57:43 main:574] : INFO : Epoch 1753 | loss: 0.0310314 | val_loss: 0.031058 | Time: 3858.13 ms [2022-04-02 05:57:47 main:574] : INFO : Epoch 1754 | loss: 0.0310323 | val_loss: 0.0310493 | Time: 3844.98 ms [2022-04-02 05:57:51 main:574] : INFO : Epoch 1755 | loss: 0.031059 | val_loss: 0.0311107 | Time: 3949.29 ms [2022-04-02 05:57:55 main:574] : INFO : Epoch 1756 | loss: 0.0310585 | val_loss: 0.0310686 | Time: 3755.91 ms [2022-04-02 05:57:59 main:574] : INFO : Epoch 1757 | loss: 0.0310504 | val_loss: 0.0310542 | Time: 3841.73 ms [2022-04-02 05:58:03 main:574] : INFO : Epoch 1758 | loss: 0.0310438 | val_loss: 0.0310625 | Time: 4118.76 ms [2022-04-02 05:58:07 main:574] : INFO : Epoch 1759 | loss: 0.031041 | val_loss: 0.0310544 | Time: 3891.33 ms [2022-04-02 05:58:11 main:574] : INFO : Epoch 1760 | loss: 0.0310356 | val_loss: 0.0310531 | Time: 3832.65 ms [2022-04-02 05:58:14 main:574] : INFO : Epoch 1761 | loss: 0.0310333 | val_loss: 0.0310522 | Time: 3898.15 ms [2022-04-02 05:58:18 main:574] : INFO : Epoch 1762 | loss: 0.031033 | val_loss: 0.0310539 | Time: 3893.31 ms [2022-04-02 05:58:22 main:574] : INFO : Epoch 1763 | loss: 0.031031 | val_loss: 0.0310536 | Time: 3870.29 ms [2022-04-02 05:58:26 main:574] : INFO : Epoch 1764 | loss: 0.0310322 | val_loss: 0.0310551 | Time: 3866.77 ms [2022-04-02 05:58:30 main:574] : INFO : Epoch 1765 | loss: 0.0310347 | val_loss: 0.0310536 | Time: 3996.08 ms [2022-04-02 05:58:34 main:574] : INFO : Epoch 1766 | loss: 0.0310359 | val_loss: 0.031054 | Time: 3832.08 ms [2022-04-02 05:58:38 main:574] : INFO : Epoch 1767 | loss: 0.0310339 | val_loss: 0.0310503 | Time: 3852.77 ms [2022-04-02 05:58:42 main:574] : INFO : Epoch 1768 | loss: 0.0310334 | val_loss: 0.0310482 | Time: 3847.81 ms [2022-04-02 05:58:46 main:574] : INFO : Epoch 1769 | loss: 0.0310361 | val_loss: 0.0311283 | Time: 3923.92 ms [2022-04-02 05:58:50 main:574] : INFO : Epoch 1770 | loss: 0.0310437 | val_loss: 0.0310626 | Time: 3847.86 ms [2022-04-02 05:58:54 main:574] : INFO : Epoch 1771 | loss: 0.0310418 | val_loss: 0.0310569 | Time: 3911.62 ms [2022-04-02 05:58:58 main:574] : INFO : Epoch 1772 | loss: 0.0310353 | val_loss: 0.0310697 | Time: 3946.24 ms [2022-04-02 05:59:02 main:574] : INFO : Epoch 1773 | loss: 0.0310328 | val_loss: 0.0310505 | Time: 3798.21 ms [2022-04-02 05:59:06 main:574] : INFO : Epoch 1774 | loss: 0.0310384 | val_loss: 0.0310549 | Time: 3793.13 ms [2022-04-02 05:59:09 main:574] : INFO : Epoch 1775 | loss: 0.031046 | val_loss: 0.0310923 | Time: 3886.35 ms [2022-04-02 05:59:13 main:574] : INFO : Epoch 1776 | loss: 0.0310426 | val_loss: 0.0310492 | Time: 3865.85 ms [2022-04-02 05:59:17 main:574] : INFO : Epoch 1777 | loss: 0.0310245 | val_loss: 0.0310532 | Time: 3888.87 ms [2022-04-02 05:59:21 main:574] : INFO : Epoch 1778 | loss: 0.0310228 | val_loss: 0.0310542 | Time: 3879.85 ms [2022-04-02 05:59:25 main:574] : INFO : Epoch 1779 | loss: 0.0310237 | val_loss: 0.0310585 | Time: 3896.18 ms [2022-04-02 05:59:29 main:574] : INFO : Epoch 1780 | loss: 0.0310272 | val_loss: 0.0310588 | Time: 3994.43 ms [2022-04-02 05:59:33 main:574] : INFO : Epoch 1781 | loss: 0.0310246 | val_loss: 0.0310586 | Time: 3858.96 ms [2022-04-02 05:59:37 main:574] : INFO : Epoch 1782 | loss: 0.0310228 | val_loss: 0.0310486 | Time: 3848.83 ms [2022-04-02 05:59:41 main:574] : INFO : Epoch 1783 | loss: 0.0310234 | val_loss: 0.0310668 | Time: 3912.97 ms [2022-04-02 05:59:55 main:574] : INFO : Epoch 1784 | loss: 0.0310245 | val_loss: 0.031059 | Time: 13968.6 ms [2022-04-02 05:59:59 main:574] : INFO : Epoch 1785 | loss: 0.0310197 | val_loss: 0.0310521 | Time: 4048.25 ms [2022-04-02 06:00:03 main:574] : INFO : Epoch 1786 | loss: 0.0310171 | val_loss: 0.0310538 | Time: 3803.6 ms [2022-04-02 06:00:07 main:574] : INFO : Epoch 1787 | loss: 0.0310161 | val_loss: 0.0310599 | Time: 3833.27 ms [2022-04-02 06:00:11 main:574] : INFO : Epoch 1788 | loss: 0.0310212 | val_loss: 0.0310597 | Time: 3828.56 ms [2022-04-02 06:00:15 main:574] : INFO : Epoch 1789 | loss: 0.0310202 | val_loss: 0.0310554 | Time: 4075.55 ms [2022-04-02 06:00:19 main:574] : INFO : Epoch 1790 | loss: 0.031015 | val_loss: 0.0310492 | Time: 3830.44 ms [2022-04-02 06:00:23 main:574] : INFO : Epoch 1791 | loss: 0.0310143 | val_loss: 0.0310705 | Time: 3755.06 ms [2022-04-02 06:00:26 main:574] : INFO : Epoch 1792 | loss: 0.031021 | val_loss: 0.0310564 | Time: 3868.26 ms [2022-04-02 06:00:30 main:574] : INFO : Epoch 1793 | loss: 0.0310251 | val_loss: 0.0310536 | Time: 3825.46 ms [2022-04-02 06:00:34 main:574] : INFO : Epoch 1794 | loss: 0.0310351 | val_loss: 0.0310496 | Time: 4054.06 ms [2022-04-02 06:00:38 main:574] : INFO : Epoch 1795 | loss: 0.0310154 | val_loss: 0.0310526 | Time: 3885.55 ms [2022-04-02 06:00:42 main:574] : INFO : Epoch 1796 | loss: 0.0310102 | val_loss: 0.0310475 | Time: 3846.85 ms [2022-04-02 06:00:46 main:574] : INFO : Epoch 1797 | loss: 0.0310122 | val_loss: 0.0310481 | Time: 3876.01 ms [2022-04-02 06:00:50 main:574] : INFO : Epoch 1798 | loss: 0.0310095 | val_loss: 0.0310525 | Time: 3843.06 ms [2022-04-02 06:00:54 main:574] : INFO : Epoch 1799 | loss: 0.0310098 | val_loss: 0.0310569 | Time: 3842.48 ms [2022-04-02 06:00:58 main:574] : INFO : Epoch 1800 | loss: 0.03102 | val_loss: 0.0311062 | Time: 3817.75 ms [2022-04-02 06:01:02 main:574] : INFO : Epoch 1801 | loss: 0.0310265 | val_loss: 0.0310505 | Time: 3821.84 ms [2022-04-02 06:01:06 main:574] : INFO : Epoch 1802 | loss: 0.031015 | val_loss: 0.0310615 | Time: 3784.18 ms [2022-04-02 06:01:10 main:574] : INFO : Epoch 1803 | loss: 0.0310094 | val_loss: 0.0310499 | Time: 3904.75 ms [2022-04-02 06:01:14 main:574] : INFO : Epoch 1804 | loss: 0.0310138 | val_loss: 0.031071 | Time: 3908.36 ms [2022-04-02 06:01:18 main:574] : INFO : Epoch 1805 | loss: 0.0310092 | val_loss: 0.031047 | Time: 3872.58 ms [2022-04-02 06:01:22 main:574] : INFO : Epoch 1806 | loss: 0.0310068 | val_loss: 0.0310486 | Time: 4027.86 ms [2022-04-02 06:01:26 main:574] : INFO : Epoch 1807 | loss: 0.0310072 | val_loss: 0.0310532 | Time: 3983.24 ms [2022-04-02 06:01:29 main:574] : INFO : Epoch 1808 | loss: 0.0310309 | val_loss: 0.0310588 | Time: 3748.8 ms [2022-04-02 06:01:33 main:574] : INFO : Epoch 1809 | loss: 0.0310205 | val_loss: 0.0310516 | Time: 3782.56 ms [2022-04-02 06:01:37 main:574] : INFO : Epoch 1810 | loss: 0.0310145 | val_loss: 0.0310499 | Time: 3993.61 ms [2022-04-02 06:01:41 main:574] : INFO : Epoch 1811 | loss: 0.0310121 | val_loss: 0.0310521 | Time: 3807.17 ms [2022-04-02 06:01:45 main:574] : INFO : Epoch 1812 | loss: 0.0310183 | val_loss: 0.031051 | Time: 3876.26 ms [2022-04-02 06:01:49 main:574] : INFO : Epoch 1813 | loss: 0.0310116 | val_loss: 0.0310473 | Time: 4032.46 ms [2022-04-02 06:01:53 main:574] : INFO : Epoch 1814 | loss: 0.0310209 | val_loss: 0.031049 | Time: 3938.41 ms [2022-04-02 06:01:57 main:574] : INFO : Epoch 1815 | loss: 0.031013 | val_loss: 0.0310488 | Time: 4025.65 ms [2022-04-02 06:02:01 main:574] : INFO : Epoch 1816 | loss: 0.0310106 | val_loss: 0.0310548 | Time: 3913.29 ms [2022-04-02 06:02:05 main:574] : INFO : Epoch 1817 | loss: 0.0310111 | val_loss: 0.0310569 | Time: 4018.66 ms [2022-04-02 06:02:09 main:574] : INFO : Epoch 1818 | loss: 0.0310118 | val_loss: 0.0310552 | Time: 3845.2 ms [2022-04-02 06:02:13 main:574] : INFO : Epoch 1819 | loss: 0.0310167 | val_loss: 0.0310596 | Time: 3997.07 ms [2022-04-02 06:02:17 main:574] : INFO : Epoch 1820 | loss: 0.0310185 | val_loss: 0.0310469 | Time: 3914.67 ms [2022-04-02 06:02:21 main:574] : INFO : Epoch 1821 | loss: 0.0310094 | val_loss: 0.0310516 | Time: 3948.14 ms [2022-04-02 06:02:25 main:574] : INFO : Epoch 1822 | loss: 0.0310075 | val_loss: 0.0310512 | Time: 3886.86 ms [2022-04-02 06:02:29 main:574] : INFO : Epoch 1823 | loss: 0.0310075 | val_loss: 0.0310546 | Time: 3915.38 ms [2022-04-02 06:02:33 main:574] : INFO : Epoch 1824 | loss: 0.0310065 | val_loss: 0.0310552 | Time: 3842.78 ms [2022-04-02 06:02:37 main:574] : INFO : Epoch 1825 | loss: 0.0310124 | val_loss: 0.0310541 | Time: 3779.57 ms [2022-04-02 06:02:41 main:574] : INFO : Epoch 1826 | loss: 0.0310173 | val_loss: 0.031059 | Time: 3950.66 ms [2022-04-02 06:02:45 main:574] : INFO : Epoch 1827 | loss: 0.0310099 | val_loss: 0.0310467 | Time: 3840.77 ms [2022-04-02 06:02:49 main:574] : INFO : Epoch 1828 | loss: 0.0310087 | val_loss: 0.0310418 | Time: 3800.92 ms [2022-04-02 06:02:52 main:574] : INFO : Epoch 1829 | loss: 0.0310109 | val_loss: 0.0310465 | Time: 3854.34 ms [2022-04-02 06:02:57 main:574] : INFO : Epoch 1830 | loss: 0.0310076 | val_loss: 0.0310524 | Time: 4193.25 ms [2022-04-02 06:03:01 main:574] : INFO : Epoch 1831 | loss: 0.0310148 | val_loss: 0.0310454 | Time: 3817.9 ms [2022-04-02 06:03:05 main:574] : INFO : Epoch 1832 | loss: 0.0310192 | val_loss: 0.0310553 | Time: 3869.19 ms [2022-04-02 06:03:08 main:574] : INFO : Epoch 1833 | loss: 0.0310129 | val_loss: 0.031046 | Time: 3881.34 ms [2022-04-02 06:03:12 main:574] : INFO : Epoch 1834 | loss: 0.0310142 | val_loss: 0.0310618 | Time: 3963.25 ms [2022-04-02 06:03:16 main:574] : INFO : Epoch 1835 | loss: 0.0310191 | val_loss: 0.0310532 | Time: 3701.58 ms [2022-04-02 06:03:20 main:574] : INFO : Epoch 1836 | loss: 0.0310002 | val_loss: 0.0310434 | Time: 3877.44 ms [2022-04-02 06:03:24 main:574] : INFO : Epoch 1837 | loss: 0.0309989 | val_loss: 0.0310479 | Time: 3871.43 ms [2022-04-02 06:03:28 main:574] : INFO : Epoch 1838 | loss: 0.0309959 | val_loss: 0.0310502 | Time: 3837.16 ms [2022-04-02 06:03:32 main:574] : INFO : Epoch 1839 | loss: 0.0309982 | val_loss: 0.0310467 | Time: 3729.63 ms [2022-04-02 06:03:36 main:574] : INFO : Epoch 1840 | loss: 0.0309989 | val_loss: 0.0310712 | Time: 3867.37 ms [2022-04-02 06:03:40 main:574] : INFO : Epoch 1841 | loss: 0.0309947 | val_loss: 0.0310497 | Time: 3846.41 ms [2022-04-02 06:03:44 main:574] : INFO : Epoch 1842 | loss: 0.0310064 | val_loss: 0.0310519 | Time: 4081.78 ms [2022-04-02 06:03:48 main:574] : INFO : Epoch 1843 | loss: 0.031011 | val_loss: 0.0310587 | Time: 4129.55 ms [2022-04-02 06:03:52 main:574] : INFO : Epoch 1844 | loss: 0.0310038 | val_loss: 0.031052 | Time: 4003.58 ms [2022-04-02 06:03:56 main:574] : INFO : Epoch 1845 | loss: 0.0310007 | val_loss: 0.0310502 | Time: 4117.07 ms [2022-04-02 06:04:00 main:574] : INFO : Epoch 1846 | loss: 0.0310002 | val_loss: 0.0310489 | Time: 3784.86 ms [2022-04-02 06:04:04 main:574] : INFO : Epoch 1847 | loss: 0.0309961 | val_loss: 0.0310551 | Time: 3884.37 ms [2022-04-02 06:04:08 main:574] : INFO : Epoch 1848 | loss: 0.0309995 | val_loss: 0.0310614 | Time: 3887.76 ms [2022-04-02 06:04:12 main:574] : INFO : Epoch 1849 | loss: 0.0310236 | val_loss: 0.0311026 | Time: 3903.19 ms [2022-04-02 06:04:16 main:574] : INFO : Epoch 1850 | loss: 0.0310147 | val_loss: 0.0310456 | Time: 3984.4 ms [2022-04-02 06:04:20 main:574] : INFO : Epoch 1851 | loss: 0.0310099 | val_loss: 0.0310628 | Time: 3725.76 ms [2022-04-02 06:04:24 main:574] : INFO : Epoch 1852 | loss: 0.0310063 | val_loss: 0.0310438 | Time: 3909.29 ms [2022-04-02 06:04:27 main:574] : INFO : Epoch 1853 | loss: 0.0309988 | val_loss: 0.0310462 | Time: 3833.25 ms [2022-04-02 06:04:31 main:574] : INFO : Epoch 1854 | loss: 0.0309944 | val_loss: 0.0310483 | Time: 3842.93 ms [2022-04-02 06:04:35 main:574] : INFO : Epoch 1855 | loss: 0.0310006 | val_loss: 0.0310723 | Time: 3928.73 ms [2022-04-02 06:04:39 main:574] : INFO : Epoch 1856 | loss: 0.0309973 | val_loss: 0.0310422 | Time: 4008.54 ms [2022-04-02 06:04:43 main:574] : INFO : Epoch 1857 | loss: 0.0310029 | val_loss: 0.0310741 | Time: 3881.52 ms [2022-04-02 06:04:47 main:574] : INFO : Epoch 1858 | loss: 0.0310121 | val_loss: 0.0310493 | Time: 3911.66 ms [2022-04-02 06:04:51 main:574] : INFO : Epoch 1859 | loss: 0.031007 | val_loss: 0.0310432 | Time: 3783.52 ms [2022-04-02 06:04:55 main:574] : INFO : Epoch 1860 | loss: 0.0310114 | val_loss: 0.0310805 | Time: 3922.48 ms [2022-04-02 06:04:59 main:574] : INFO : Epoch 1861 | loss: 0.0310053 | val_loss: 0.0310837 | Time: 3750.97 ms [2022-04-02 06:05:03 main:574] : INFO : Epoch 1862 | loss: 0.0310047 | val_loss: 0.0310576 | Time: 3926.1 ms [2022-04-02 06:05:07 main:574] : INFO : Epoch 1863 | loss: 0.0310018 | val_loss: 0.0310631 | Time: 3805.68 ms [2022-04-02 06:05:11 main:574] : INFO : Epoch 1864 | loss: 0.0310217 | val_loss: 0.0310479 | Time: 3888.73 ms [2022-04-02 06:05:15 main:574] : INFO : Epoch 1865 | loss: 0.0310287 | val_loss: 0.0310728 | Time: 3826.9 ms [2022-04-02 06:05:18 main:574] : INFO : Epoch 1866 | loss: 0.0310129 | val_loss: 0.0310589 | Time: 3795.83 ms [2022-04-02 06:05:22 main:574] : INFO : Epoch 1867 | loss: 0.031019 | val_loss: 0.0310444 | Time: 3911.69 ms [2022-04-02 06:05:26 main:574] : INFO : Epoch 1868 | loss: 0.0310035 | val_loss: 0.0310445 | Time: 3896.01 ms [2022-04-02 06:05:30 main:574] : INFO : Epoch 1869 | loss: 0.0309996 | val_loss: 0.031071 | Time: 3824.61 ms [2022-04-02 06:05:34 main:574] : INFO : Epoch 1870 | loss: 0.0310061 | val_loss: 0.0310542 | Time: 3973.52 ms [2022-04-02 06:05:38 main:574] : INFO : Epoch 1871 | loss: 0.0310031 | val_loss: 0.0310468 | Time: 3759.63 ms [2022-04-02 06:05:42 main:574] : INFO : Epoch 1872 | loss: 0.0309999 | val_loss: 0.0310476 | Time: 3859.15 ms [2022-04-02 06:05:46 main:574] : INFO : Epoch 1873 | loss: 0.0310023 | val_loss: 0.0310427 | Time: 3896.33 ms [2022-04-02 06:05:50 main:574] : INFO : Epoch 1874 | loss: 0.0310022 | val_loss: 0.0310473 | Time: 3955.1 ms [2022-04-02 06:05:54 main:574] : INFO : Epoch 1875 | loss: 0.0310086 | val_loss: 0.0310519 | Time: 3919.06 ms [2022-04-02 06:05:58 main:574] : INFO : Epoch 1876 | loss: 0.0309979 | val_loss: 0.0310516 | Time: 3761.44 ms [2022-04-02 06:06:01 main:574] : INFO : Epoch 1877 | loss: 0.0310025 | val_loss: 0.0310467 | Time: 3797.08 ms [2022-04-02 06:06:05 main:574] : INFO : Epoch 1878 | loss: 0.0310021 | val_loss: 0.0310465 | Time: 3913.62 ms [2022-04-02 06:06:09 main:574] : INFO : Epoch 1879 | loss: 0.0310114 | val_loss: 0.0310679 | Time: 3903.39 ms [2022-04-02 06:06:13 main:574] : INFO : Epoch 1880 | loss: 0.0310157 | val_loss: 0.031069 | Time: 4018.37 ms [2022-04-02 06:06:17 main:574] : INFO : Epoch 1881 | loss: 0.0310051 | val_loss: 0.0310485 | Time: 3802.72 ms [2022-04-02 06:06:21 main:574] : INFO : Epoch 1882 | loss: 0.0310002 | val_loss: 0.0310463 | Time: 3869.02 ms [2022-04-02 06:06:25 main:574] : INFO : Epoch 1883 | loss: 0.0310021 | val_loss: 0.0310537 | Time: 3941.35 ms [2022-04-02 06:06:29 main:574] : INFO : Epoch 1884 | loss: 0.0310022 | val_loss: 0.0310491 | Time: 3981.14 ms [2022-04-02 06:06:33 main:574] : INFO : Epoch 1885 | loss: 0.0309905 | val_loss: 0.0310459 | Time: 4121.54 ms [2022-04-02 06:06:37 main:574] : INFO : Epoch 1886 | loss: 0.0309929 | val_loss: 0.0310528 | Time: 3820.87 ms [2022-04-02 06:06:41 main:574] : INFO : Epoch 1887 | loss: 0.0309904 | val_loss: 0.0310451 | Time: 3877.92 ms [2022-04-02 06:06:45 main:574] : INFO : Epoch 1888 | loss: 0.0309913 | val_loss: 0.0310456 | Time: 4000.23 ms [2022-04-02 06:06:49 main:574] : INFO : Epoch 1889 | loss: 0.0309906 | val_loss: 0.0310417 | Time: 3737.43 ms [2022-04-02 06:06:53 main:574] : INFO : Epoch 1890 | loss: 0.0309946 | val_loss: 0.031061 | Time: 3882.46 ms [2022-04-02 06:06:57 main:574] : INFO : Epoch 1891 | loss: 0.0309933 | val_loss: 0.0310557 | Time: 3717.39 ms [2022-04-02 06:07:01 main:574] : INFO : Epoch 1892 | loss: 0.0309983 | val_loss: 0.0310751 | Time: 3783.01 ms [2022-04-02 06:07:04 main:574] : INFO : Epoch 1893 | loss: 0.0309963 | val_loss: 0.0310807 | Time: 3847.85 ms [2022-04-02 06:07:08 main:574] : INFO : Epoch 1894 | loss: 0.0310217 | val_loss: 0.0310511 | Time: 3772.65 ms [2022-04-02 06:07:12 main:574] : INFO : Epoch 1895 | loss: 0.0310164 | val_loss: 0.031093 | Time: 3740.92 ms [2022-04-02 06:07:16 main:574] : INFO : Epoch 1896 | loss: 0.0310291 | val_loss: 0.0310724 | Time: 3759.03 ms [2022-04-02 06:07:20 main:574] : INFO : Epoch 1897 | loss: 0.0310036 | val_loss: 0.0310384 | Time: 3784.75 ms [2022-04-02 06:07:24 main:574] : INFO : Epoch 1898 | loss: 0.030999 | val_loss: 0.0310431 | Time: 3943.43 ms [2022-04-02 06:07:28 main:574] : INFO : Epoch 1899 | loss: 0.0309942 | val_loss: 0.0310633 | Time: 4010.32 ms [2022-04-02 06:07:32 main:574] : INFO : Epoch 1900 | loss: 0.0309982 | val_loss: 0.0310489 | Time: 3883.74 ms [2022-04-02 06:07:36 main:574] : INFO : Epoch 1901 | loss: 0.0310001 | val_loss: 0.0310633 | Time: 3947.48 ms [2022-04-02 06:07:40 main:574] : INFO : Epoch 1902 | loss: 0.0310034 | val_loss: 0.0310574 | Time: 4029.12 ms [2022-04-02 06:07:44 main:574] : INFO : Epoch 1903 | loss: 0.030994 | val_loss: 0.0310515 | Time: 4146.95 ms [2022-04-02 06:07:48 main:574] : INFO : Epoch 1904 | loss: 0.0309941 | val_loss: 0.0310429 | Time: 3799.28 ms [2022-04-02 06:07:52 main:574] : INFO : Epoch 1905 | loss: 0.0310022 | val_loss: 0.0310723 | Time: 3937.7 ms [2022-04-02 06:07:56 main:574] : INFO : Epoch 1906 | loss: 0.0310031 | val_loss: 0.031048 | Time: 4072.32 ms [2022-04-02 06:08:00 main:574] : INFO : Epoch 1907 | loss: 0.0309953 | val_loss: 0.0310494 | Time: 4067.5 ms [2022-04-02 06:08:04 main:574] : INFO : Epoch 1908 | loss: 0.0309983 | val_loss: 0.0310595 | Time: 3960.27 ms [2022-04-02 06:08:08 main:574] : INFO : Epoch 1909 | loss: 0.0309964 | val_loss: 0.0310883 | Time: 3828.66 ms [2022-04-02 06:08:12 main:574] : INFO : Epoch 1910 | loss: 0.030999 | val_loss: 0.0310546 | Time: 3930.51 ms [2022-04-02 06:08:16 main:574] : INFO : Epoch 1911 | loss: 0.0310039 | val_loss: 0.0310756 | Time: 3921.67 ms [2022-04-02 06:08:20 main:574] : INFO : Epoch 1912 | loss: 0.0309984 | val_loss: 0.0310457 | Time: 3869.2 ms [2022-04-02 06:08:24 main:574] : INFO : Epoch 1913 | loss: 0.0309994 | val_loss: 0.0310507 | Time: 4010.77 ms [2022-04-02 06:08:28 main:574] : INFO : Epoch 1914 | loss: 0.0309907 | val_loss: 0.0310574 | Time: 3835.67 ms [2022-04-02 06:08:32 main:574] : INFO : Epoch 1915 | loss: 0.0309983 | val_loss: 0.0310457 | Time: 3938.21 ms [2022-04-02 06:08:36 main:574] : INFO : Epoch 1916 | loss: 0.0309953 | val_loss: 0.031054 | Time: 3931.92 ms [2022-04-02 06:08:40 main:574] : INFO : Epoch 1917 | loss: 0.0309941 | val_loss: 0.0310594 | Time: 3814.24 ms [2022-04-02 06:08:43 main:574] : INFO : Epoch 1918 | loss: 0.0310007 | val_loss: 0.0310588 | Time: 3836.18 ms [2022-04-02 06:08:47 main:574] : INFO : Epoch 1919 | loss: 0.030995 | val_loss: 0.0310481 | Time: 3833.27 ms [2022-04-02 06:08:51 main:574] : INFO : Epoch 1920 | loss: 0.0309891 | val_loss: 0.0310584 | Time: 3795.19 ms [2022-04-02 06:08:55 main:574] : INFO : Epoch 1921 | loss: 0.0309914 | val_loss: 0.03105 | Time: 3813.34 ms [2022-04-02 06:08:59 main:574] : INFO : Epoch 1922 | loss: 0.0309848 | val_loss: 0.031051 | Time: 3793.83 ms [2022-04-02 06:09:03 main:574] : INFO : Epoch 1923 | loss: 0.0309863 | val_loss: 0.0310425 | Time: 3851.82 ms [2022-04-02 06:09:07 main:574] : INFO : Epoch 1924 | loss: 0.0310017 | val_loss: 0.0310428 | Time: 3762.03 ms [2022-04-02 06:09:10 main:574] : INFO : Epoch 1925 | loss: 0.0309972 | val_loss: 0.0310526 | Time: 3761.86 ms [2022-04-02 06:09:14 main:574] : INFO : Epoch 1926 | loss: 0.0309911 | val_loss: 0.031049 | Time: 3867.49 ms [2022-04-02 06:09:18 main:574] : INFO : Epoch 1927 | loss: 0.0309919 | val_loss: 0.0310445 | Time: 3957.81 ms [2022-04-02 06:09:22 main:574] : INFO : Epoch 1928 | loss: 0.0310052 | val_loss: 0.0310676 | Time: 3926.59 ms [2022-04-02 06:09:26 main:574] : INFO : Epoch 1929 | loss: 0.0309984 | val_loss: 0.0310484 | Time: 3823.85 ms [2022-04-02 06:09:30 main:574] : INFO : Epoch 1930 | loss: 0.0309947 | val_loss: 0.0310391 | Time: 3979.29 ms [2022-04-02 06:09:34 main:574] : INFO : Epoch 1931 | loss: 0.030995 | val_loss: 0.0310918 | Time: 3896.51 ms [2022-04-02 06:09:38 main:574] : INFO : Epoch 1932 | loss: 0.0310118 | val_loss: 0.0310491 | Time: 3981.11 ms [2022-04-02 06:09:42 main:574] : INFO : Epoch 1933 | loss: 0.0309931 | val_loss: 0.0310454 | Time: 3939.33 ms [2022-04-02 06:09:46 main:574] : INFO : Epoch 1934 | loss: 0.0309886 | val_loss: 0.0310504 | Time: 4107.73 ms [2022-04-02 06:09:51 main:574] : INFO : Epoch 1935 | loss: 0.0309968 | val_loss: 0.0310618 | Time: 4279.94 ms [2022-04-02 06:09:55 main:574] : INFO : Epoch 1936 | loss: 0.0310015 | val_loss: 0.031062 | Time: 3914.26 ms [2022-04-02 06:09:59 main:574] : INFO : Epoch 1937 | loss: 0.031016 | val_loss: 0.0310532 | Time: 3858.28 ms [2022-04-02 06:10:03 main:574] : INFO : Epoch 1938 | loss: 0.0309984 | val_loss: 0.031051 | Time: 3921.07 ms [2022-04-02 06:10:07 main:574] : INFO : Epoch 1939 | loss: 0.030986 | val_loss: 0.0310553 | Time: 3845.23 ms [2022-04-02 06:10:10 main:574] : INFO : Epoch 1940 | loss: 0.0309919 | val_loss: 0.0310742 | Time: 3853.75 ms [2022-04-02 06:10:14 main:574] : INFO : Epoch 1941 | loss: 0.0309924 | val_loss: 0.0310523 | Time: 3906.67 ms [2022-04-02 06:10:18 main:574] : INFO : Epoch 1942 | loss: 0.0309844 | val_loss: 0.0310507 | Time: 3828.39 ms [2022-04-02 06:10:22 main:574] : INFO : Epoch 1943 | loss: 0.0309899 | val_loss: 0.0310444 | Time: 4026.35 ms [2022-04-02 06:10:26 main:574] : INFO : Epoch 1944 | loss: 0.030992 | val_loss: 0.031051 | Time: 3936.04 ms [2022-04-02 06:10:30 main:574] : INFO : Epoch 1945 | loss: 0.0309917 | val_loss: 0.0310659 | Time: 3831.64 ms [2022-04-02 06:10:34 main:574] : INFO : Epoch 1946 | loss: 0.0309964 | val_loss: 0.0310631 | Time: 3862.01 ms [2022-04-02 06:10:38 main:574] : INFO : Epoch 1947 | loss: 0.0309953 | val_loss: 0.0310414 | Time: 3924.74 ms [2022-04-02 06:10:42 main:574] : INFO : Epoch 1948 | loss: 0.0310095 | val_loss: 0.0310466 | Time: 3838 ms [2022-04-02 06:10:46 main:574] : INFO : Epoch 1949 | loss: 0.0309992 | val_loss: 0.0310473 | Time: 3965.5 ms [2022-04-02 06:10:50 main:574] : INFO : Epoch 1950 | loss: 0.0310071 | val_loss: 0.0310618 | Time: 4065.53 ms [2022-04-02 06:10:54 main:574] : INFO : Epoch 1951 | loss: 0.030996 | val_loss: 0.0310538 | Time: 4065.41 ms [2022-04-02 06:10:58 main:574] : INFO : Epoch 1952 | loss: 0.0310017 | val_loss: 0.0310485 | Time: 3927.59 ms [2022-04-02 06:11:02 main:574] : INFO : Epoch 1953 | loss: 0.0309941 | val_loss: 0.0310544 | Time: 3831.63 ms [2022-04-02 06:11:06 main:574] : INFO : Epoch 1954 | loss: 0.0309892 | val_loss: 0.0310834 | Time: 4069.31 ms [2022-04-02 06:11:10 main:574] : INFO : Epoch 1955 | loss: 0.0310122 | val_loss: 0.0310457 | Time: 4085.66 ms [2022-04-02 06:11:14 main:574] : INFO : Epoch 1956 | loss: 0.0309935 | val_loss: 0.0310398 | Time: 3781.97 ms [2022-04-02 06:11:19 main:574] : INFO : Epoch 1957 | loss: 0.0310032 | val_loss: 0.0310489 | Time: 4379.69 ms [2022-04-02 06:11:22 main:574] : INFO : Epoch 1958 | loss: 0.0309992 | val_loss: 0.0310471 | Time: 3790.78 ms [2022-04-02 06:11:26 main:574] : INFO : Epoch 1959 | loss: 0.0309921 | val_loss: 0.0310545 | Time: 3807.97 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2070 SUPER) [2022-04-04 00:43:18 main:435] : INFO : Set logging level to 1 [2022-04-04 00:43:18 main:441] : INFO : Running in BOINC Client mode [2022-04-04 00:43:18 main:444] : INFO : Resolving all filenames [2022-04-04 00:43:18 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-04 00:43:18 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-04 00:43:18 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-04 00:43:18 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-04 00:43:18 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-04 00:43:18 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-04 00:43:18 main:474] : INFO : Configuration: [2022-04-04 00:43:18 main:475] : INFO : Model type: GRU [2022-04-04 00:43:18 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-04 00:43:18 main:477] : INFO : Max Epochs: 2048 [2022-04-04 00:43:18 main:478] : INFO : Batch Size: 128 [2022-04-04 00:43:18 main:479] : INFO : Learning Rate: 0.01 [2022-04-04 00:43:19 main:480] : INFO : Patience: 10 [2022-04-04 00:43:19 main:481] : INFO : Hidden Width: 12 [2022-04-04 00:43:19 main:482] : INFO : # Recurrent Layers: 4 [2022-04-04 00:43:19 main:483] : INFO : # Backend Layers: 4 [2022-04-04 00:43:19 main:484] : INFO : # Threads: 1 [2022-04-04 00:43:19 main:486] : INFO : Preparing Dataset [2022-04-04 00:43:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-04 00:43:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-04 00:43:20 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-04 00:43:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-04 00:43:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-04 00:43:21 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-04 00:43:21 main:494] : INFO : Creating Model [2022-04-04 00:43:21 main:507] : INFO : Preparing config file [2022-04-04 00:43:21 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-04 00:43:21 main:512] : INFO : Loading config [2022-04-04 00:43:21 main:514] : INFO : Loading state [2022-04-04 00:43:22 main:559] : INFO : Loading DataLoader into Memory [2022-04-04 00:43:24 main:562] : INFO : Starting Training [2022-04-04 00:43:28 main:574] : INFO : Epoch 1960 | loss: 0.0321722 | val_loss: 0.0313005 | Time: 3940.62 ms [2022-04-04 00:43:31 main:574] : INFO : Epoch 1961 | loss: 0.0313046 | val_loss: 0.0312596 | Time: 3474.08 ms [2022-04-04 00:43:35 main:574] : INFO : Epoch 1962 | loss: 0.0312504 | val_loss: 0.0312469 | Time: 3628.6 ms [2022-04-04 00:43:39 main:574] : INFO : Epoch 1963 | loss: 0.0312381 | val_loss: 0.0312336 | Time: 3572.28 ms [2022-04-04 00:43:42 main:574] : INFO : Epoch 1964 | loss: 0.0312241 | val_loss: 0.031213 | Time: 3558.23 ms [2022-04-04 00:43:46 main:574] : INFO : Epoch 1965 | loss: 0.0311973 | val_loss: 0.0311727 | Time: 3846.38 ms [2022-04-04 00:43:50 main:574] : INFO : Epoch 1966 | loss: 0.0311504 | val_loss: 0.0311226 | Time: 3532.98 ms [2022-04-04 00:43:54 main:574] : INFO : Epoch 1967 | loss: 0.0311021 | val_loss: 0.0310867 | Time: 3787.69 ms [2022-04-04 00:43:57 main:574] : INFO : Epoch 1968 | loss: 0.0310718 | val_loss: 0.031081 | Time: 3726.24 ms [2022-04-04 00:44:01 main:574] : INFO : Epoch 1969 | loss: 0.0310738 | val_loss: 0.0310786 | Time: 3553.94 ms [2022-04-04 00:44:05 main:574] : INFO : Epoch 1970 | loss: 0.0310766 | val_loss: 0.031083 | Time: 3608.44 ms [2022-04-04 00:44:08 main:574] : INFO : Epoch 1971 | loss: 0.0310681 | val_loss: 0.0310654 | Time: 3558.06 ms [2022-04-04 00:44:12 main:574] : INFO : Epoch 1972 | loss: 0.0310668 | val_loss: 0.0310751 | Time: 3581.96 ms [2022-04-04 00:44:16 main:574] : INFO : Epoch 1973 | loss: 0.0310692 | val_loss: 0.0310682 | Time: 3725.76 ms [2022-04-04 00:44:20 main:574] : INFO : Epoch 1974 | loss: 0.0310584 | val_loss: 0.0310737 | Time: 3897.33 ms [2022-04-04 00:44:24 main:574] : INFO : Epoch 1975 | loss: 0.031061 | val_loss: 0.0310728 | Time: 4150.29 ms [2022-04-04 00:44:28 main:574] : INFO : Epoch 1976 | loss: 0.0310532 | val_loss: 0.0310689 | Time: 3596.59 ms [2022-04-04 00:44:31 main:574] : INFO : Epoch 1977 | loss: 0.0310449 | val_loss: 0.0310664 | Time: 3569.49 ms [2022-04-04 00:44:35 main:574] : INFO : Epoch 1978 | loss: 0.0310419 | val_loss: 0.0310562 | Time: 3800.03 ms [2022-04-04 00:44:39 main:574] : INFO : Epoch 1979 | loss: 0.0310381 | val_loss: 0.0310552 | Time: 3560.78 ms [2022-04-04 00:44:42 main:574] : INFO : Epoch 1980 | loss: 0.031037 | val_loss: 0.0310528 | Time: 3531.86 ms [2022-04-04 00:44:46 main:574] : INFO : Epoch 1981 | loss: 0.0310358 | val_loss: 0.031044 | Time: 3721.2 ms [2022-04-04 00:44:50 main:574] : INFO : Epoch 1982 | loss: 0.031037 | val_loss: 0.0310452 | Time: 3554.88 ms [2022-04-04 00:44:53 main:574] : INFO : Epoch 1983 | loss: 0.0310338 | val_loss: 0.0310455 | Time: 3538.36 ms [2022-04-04 00:44:57 main:574] : INFO : Epoch 1984 | loss: 0.0310329 | val_loss: 0.0310492 | Time: 3800.7 ms [2022-04-04 00:45:01 main:574] : INFO : Epoch 1985 | loss: 0.0310288 | val_loss: 0.0310494 | Time: 3557.95 ms [2022-04-04 00:45:04 main:574] : INFO : Epoch 1986 | loss: 0.0310327 | val_loss: 0.0310503 | Time: 3566.59 ms [2022-04-04 00:45:08 main:574] : INFO : Epoch 1987 | loss: 0.0310325 | val_loss: 0.0310655 | Time: 3606.45 ms [2022-04-04 00:45:12 main:574] : INFO : Epoch 1988 | loss: 0.0310437 | val_loss: 0.0310554 | Time: 3622.71 ms [2022-04-04 00:45:15 main:574] : INFO : Epoch 1989 | loss: 0.0310412 | val_loss: 0.0310531 | Time: 3602.65 ms [2022-04-04 00:45:19 main:574] : INFO : Epoch 1990 | loss: 0.0310339 | val_loss: 0.0310477 | Time: 3613.35 ms [2022-04-04 00:45:23 main:574] : INFO : Epoch 1991 | loss: 0.0310311 | val_loss: 0.0310474 | Time: 4201.33 ms [2022-04-04 00:45:27 main:574] : INFO : Epoch 1992 | loss: 0.0310385 | val_loss: 0.0310416 | Time: 3747.13 ms [2022-04-04 00:45:31 main:574] : INFO : Epoch 1993 | loss: 0.0310347 | val_loss: 0.0310395 | Time: 3668.75 ms [2022-04-04 00:45:34 main:574] : INFO : Epoch 1994 | loss: 0.0310299 | val_loss: 0.0310391 | Time: 3523.56 ms [2022-04-04 00:45:38 main:574] : INFO : Epoch 1995 | loss: 0.0310273 | val_loss: 0.0310387 | Time: 3595.16 ms [2022-04-04 00:45:42 main:574] : INFO : Epoch 1996 | loss: 0.0310291 | val_loss: 0.0310397 | Time: 3517.29 ms [2022-04-04 00:45:45 main:574] : INFO : Epoch 1997 | loss: 0.0310265 | val_loss: 0.0310484 | Time: 3515.39 ms [2022-04-04 00:45:49 main:574] : INFO : Epoch 1998 | loss: 0.0310227 | val_loss: 0.0310383 | Time: 3608.34 ms [2022-04-04 00:45:53 main:574] : INFO : Epoch 1999 | loss: 0.0310218 | val_loss: 0.0310486 | Time: 3552.05 ms [2022-04-04 00:45:56 main:574] : INFO : Epoch 2000 | loss: 0.0310264 | val_loss: 0.0310451 | Time: 3939.32 ms [2022-04-04 00:46:00 main:574] : INFO : Epoch 2001 | loss: 0.0310236 | val_loss: 0.0310476 | Time: 3535.3 ms [2022-04-04 00:46:04 main:574] : INFO : Epoch 2002 | loss: 0.0310239 | val_loss: 0.0310493 | Time: 3548.46 ms [2022-04-04 00:46:07 main:574] : INFO : Epoch 2003 | loss: 0.0310221 | val_loss: 0.031048 | Time: 3667.13 ms [2022-04-04 00:46:11 main:574] : INFO : Epoch 2004 | loss: 0.0310225 | val_loss: 0.0310516 | Time: 3574.21 ms [2022-04-04 00:46:15 main:574] : INFO : Epoch 2005 | loss: 0.0310216 | val_loss: 0.0310449 | Time: 3623.84 ms [2022-04-04 00:46:18 main:574] : INFO : Epoch 2006 | loss: 0.0310206 | val_loss: 0.0310487 | Time: 3544.71 ms [2022-04-04 00:46:22 main:574] : INFO : Epoch 2007 | loss: 0.0310158 | val_loss: 0.0310441 | Time: 3869.28 ms [2022-04-04 00:46:26 main:574] : INFO : Epoch 2008 | loss: 0.0310161 | val_loss: 0.0310476 | Time: 3972.35 ms [2022-04-04 00:46:30 main:574] : INFO : Epoch 2009 | loss: 0.0310167 | val_loss: 0.0310454 | Time: 3557.22 ms [2022-04-04 00:46:34 main:574] : INFO : Epoch 2010 | loss: 0.0310157 | val_loss: 0.031038 | Time: 3638.74 ms [2022-04-04 00:46:37 main:574] : INFO : Epoch 2011 | loss: 0.0310183 | val_loss: 0.031045 | Time: 3623.43 ms [2022-04-04 00:46:41 main:574] : INFO : Epoch 2012 | loss: 0.031015 | val_loss: 0.0310489 | Time: 3552.76 ms [2022-04-04 00:46:45 main:574] : INFO : Epoch 2013 | loss: 0.0310237 | val_loss: 0.0310432 | Time: 3565.33 ms [2022-04-04 00:46:48 main:574] : INFO : Epoch 2014 | loss: 0.0310151 | val_loss: 0.0310405 | Time: 3833.05 ms [2022-04-04 00:46:52 main:574] : INFO : Epoch 2015 | loss: 0.0310136 | val_loss: 0.0310389 | Time: 3536.48 ms [2022-04-04 00:46:56 main:574] : INFO : Epoch 2016 | loss: 0.0310126 | val_loss: 0.0310427 | Time: 3781.01 ms [2022-04-04 00:46:59 main:574] : INFO : Epoch 2017 | loss: 0.0310172 | val_loss: 0.0310448 | Time: 3557.27 ms [2022-04-04 00:47:03 main:574] : INFO : Epoch 2018 | loss: 0.0310241 | val_loss: 0.0310464 | Time: 3556.84 ms [2022-04-04 00:47:07 main:574] : INFO : Epoch 2019 | loss: 0.0310252 | val_loss: 0.0310414 | Time: 3797.47 ms [2022-04-04 00:47:11 main:574] : INFO : Epoch 2020 | loss: 0.0310231 | val_loss: 0.0310424 | Time: 3547.66 ms [2022-04-04 00:47:14 main:574] : INFO : Epoch 2021 | loss: 0.0310217 | val_loss: 0.0310408 | Time: 3538.93 ms [2022-04-04 00:47:18 main:574] : INFO : Epoch 2022 | loss: 0.0310233 | val_loss: 0.0310444 | Time: 3582.43 ms [2022-04-04 00:47:21 main:574] : INFO : Epoch 2023 | loss: 0.0310215 | val_loss: 0.031039 | Time: 3668.57 ms [2022-04-04 00:47:25 main:574] : INFO : Epoch 2024 | loss: 0.0310227 | val_loss: 0.0310356 | Time: 3792.06 ms [2022-04-04 00:47:29 main:574] : INFO : Epoch 2025 | loss: 0.0310125 | val_loss: 0.0310384 | Time: 3557.27 ms [2022-04-04 00:47:33 main:574] : INFO : Epoch 2026 | loss: 0.0310155 | val_loss: 0.0310505 | Time: 3532.04 ms [2022-04-04 00:47:36 main:574] : INFO : Epoch 2027 | loss: 0.0310132 | val_loss: 0.0310334 | Time: 3788 ms [2022-04-04 00:47:40 main:574] : INFO : Epoch 2028 | loss: 0.0310096 | val_loss: 0.0310384 | Time: 3522.48 ms [2022-04-04 00:47:44 main:574] : INFO : Epoch 2029 | loss: 0.0310083 | val_loss: 0.0310386 | Time: 3558.22 ms [2022-04-04 00:47:47 main:574] : INFO : Epoch 2030 | loss: 0.0310142 | val_loss: 0.0310375 | Time: 3648.13 ms [2022-04-04 00:47:51 main:574] : INFO : Epoch 2031 | loss: 0.0310126 | val_loss: 0.03103 | Time: 3527.86 ms [2022-04-04 00:47:55 main:574] : INFO : Epoch 2032 | loss: 0.0310118 | val_loss: 0.0310345 | Time: 3628.77 ms [2022-04-04 00:47:58 main:574] : INFO : Epoch 2033 | loss: 0.0310081 | val_loss: 0.0310346 | Time: 3538.48 ms [2022-04-04 00:48:02 main:574] : INFO : Epoch 2034 | loss: 0.03101 | val_loss: 0.0310503 | Time: 3556.74 ms [2022-04-04 00:48:05 main:574] : INFO : Epoch 2035 | loss: 0.0310147 | val_loss: 0.0310396 | Time: 3675.07 ms [2022-04-04 00:48:09 main:574] : INFO : Epoch 2036 | loss: 0.0310142 | val_loss: 0.0310409 | Time: 3563.37 ms [2022-04-04 00:48:13 main:574] : INFO : Epoch 2037 | loss: 0.0310168 | val_loss: 0.0310358 | Time: 3540.08 ms [2022-04-04 00:48:16 main:574] : INFO : Epoch 2038 | loss: 0.0310142 | val_loss: 0.0310408 | Time: 3735.14 ms [2022-04-04 00:48:20 main:574] : INFO : Epoch 2039 | loss: 0.0310091 | val_loss: 0.0310382 | Time: 3560.36 ms [2022-04-04 00:48:24 main:574] : INFO : Epoch 2040 | loss: 0.0310598 | val_loss: 0.0310657 | Time: 3768.91 ms [2022-04-04 00:48:28 main:574] : INFO : Epoch 2041 | loss: 0.0310378 | val_loss: 0.0310503 | Time: 3709.39 ms [2022-04-04 00:48:31 main:574] : INFO : Epoch 2042 | loss: 0.0310252 | val_loss: 0.0310472 | Time: 3538.83 ms [2022-04-04 00:48:35 main:574] : INFO : Epoch 2043 | loss: 0.0310233 | val_loss: 0.0310522 | Time: 3593.92 ms [2022-04-04 00:48:39 main:574] : INFO : Epoch 2044 | loss: 0.0310242 | val_loss: 0.0310523 | Time: 3611.89 ms [2022-04-04 00:48:42 main:574] : INFO : Epoch 2045 | loss: 0.0310235 | val_loss: 0.0310503 | Time: 3593.12 ms [2022-04-04 00:48:46 main:574] : INFO : Epoch 2046 | loss: 0.0310204 | val_loss: 0.0310502 | Time: 3652.82 ms [2022-04-04 00:48:50 main:574] : INFO : Epoch 2047 | loss: 0.0310174 | val_loss: 0.0310525 | Time: 3508.21 ms [2022-04-04 00:48:53 main:574] : INFO : Epoch 2048 | loss: 0.0310144 | val_loss: 0.0310462 | Time: 3536.77 ms [2022-04-04 00:48:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310462 [2022-04-04 00:48:53 main:603] : INFO : Saving end state to config to file [2022-04-04 00:48:53 main:608] : INFO : Success, exiting.. 00:48:53 (16968): 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)