Task 13015946
| Name | ParityModified-1647041373-2848-1-0_0 |
| Workunit | 10144797 |
| Created | 12 Mar 2022, 19:48:05 UTC |
| Sent | 20 Mar 2022, 18:33:09 UTC |
| Report deadline | 28 Mar 2022, 18:33:09 UTC |
| Received | 21 Mar 2022, 10:21:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13155 |
| Run time | 2 hours 16 min 36 sec |
| CPU time | 2 hours 11 min 26 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> main:574] : INFO : Epoch 1542 | loss: 0.031077 | val_loss: 0.0311695 | Time: 3891.4 ms [2022-03-21 01:46:25 main:574] : INFO : Epoch 1543 | loss: 0.031085 | val_loss: 0.0311802 | Time: 3998.09 ms [2022-03-21 01:46:29 main:574] : INFO : Epoch 1544 | loss: 0.0310827 | val_loss: 0.031181 | Time: 3903.66 ms [2022-03-21 01:46:33 main:574] : INFO : Epoch 1545 | loss: 0.0310816 | val_loss: 0.0311654 | Time: 3977.76 ms [2022-03-21 01:46:37 main:574] : INFO : Epoch 1546 | loss: 0.0310811 | val_loss: 0.0311782 | Time: 3897.18 ms [2022-03-21 01:46:41 main:574] : INFO : Epoch 1547 | loss: 0.0310839 | val_loss: 0.0311761 | Time: 3904.54 ms [2022-03-21 01:46:45 main:574] : INFO : Epoch 1548 | loss: 0.0310801 | val_loss: 0.0311789 | Time: 3947.95 ms [2022-03-21 01:46:49 main:574] : INFO : Epoch 1549 | loss: 0.0310848 | val_loss: 0.0311698 | Time: 3908.19 ms [2022-03-21 01:46:53 main:574] : INFO : Epoch 1550 | loss: 0.0310853 | val_loss: 0.0311789 | Time: 4104.65 ms [2022-03-21 01:46:57 main:574] : INFO : Epoch 1551 | loss: 0.0310861 | val_loss: 0.0311673 | Time: 3963.97 ms [2022-03-21 01:47:02 main:574] : INFO : Epoch 1552 | loss: 0.0310866 | val_loss: 0.031182 | Time: 4243.83 ms [2022-03-21 01:47:06 main:574] : INFO : Epoch 1553 | loss: 0.0310873 | val_loss: 0.0311698 | Time: 3884.56 ms [2022-03-21 01:47:10 main:574] : INFO : Epoch 1554 | loss: 0.0310836 | val_loss: 0.0311694 | Time: 3899.21 ms [2022-03-21 01:47:14 main:574] : INFO : Epoch 1555 | loss: 0.0310782 | val_loss: 0.0311727 | Time: 4030.66 ms [2022-03-21 01:47:18 main:574] : INFO : Epoch 1556 | loss: 0.0310758 | val_loss: 0.0311709 | Time: 3883.96 ms [2022-03-21 01:47:22 main:574] : INFO : Epoch 1557 | loss: 0.0310766 | val_loss: 0.0311732 | Time: 3902.24 ms [2022-03-21 01:47:26 main:574] : INFO : Epoch 1558 | loss: 0.0310772 | val_loss: 0.031174 | Time: 3892.08 ms [2022-03-21 01:47:30 main:574] : INFO : Epoch 1559 | loss: 0.031083 | val_loss: 0.0311687 | Time: 4034.41 ms [2022-03-21 01:47:34 main:574] : INFO : Epoch 1560 | loss: 0.031086 | val_loss: 0.0311765 | Time: 4033.83 ms [2022-03-21 01:47:38 main:574] : INFO : Epoch 1561 | loss: 0.0310825 | val_loss: 0.0311767 | Time: 3939.45 ms [2022-03-21 01:47:42 main:574] : INFO : Epoch 1562 | loss: 0.0310807 | val_loss: 0.0311797 | Time: 3901.16 ms [2022-03-21 01:47:46 main:574] : INFO : Epoch 1563 | loss: 0.0310817 | val_loss: 0.0311732 | Time: 3970.13 ms [2022-03-21 01:47:50 main:574] : INFO : Epoch 1564 | loss: 0.0310789 | val_loss: 0.0311775 | Time: 3882.48 ms [2022-03-21 01:47:54 main:574] : INFO : Epoch 1565 | loss: 0.0310793 | val_loss: 0.0311732 | Time: 3980.22 ms [2022-03-21 01:47:58 main:574] : INFO : Epoch 1566 | loss: 0.0310814 | val_loss: 0.0311758 | Time: 4366.29 ms [2022-03-21 01:48:02 main:574] : INFO : Epoch 1567 | loss: 0.0311042 | val_loss: 0.0311721 | Time: 4007.63 ms [2022-03-21 01:48:06 main:574] : INFO : Epoch 1568 | loss: 0.0311052 | val_loss: 0.0311642 | Time: 3907.03 ms [2022-03-21 01:48:10 main:574] : INFO : Epoch 1569 | loss: 0.0311091 | val_loss: 0.031159 | Time: 3900.4 ms [2022-03-21 01:48:14 main:574] : INFO : Epoch 1570 | loss: 0.0311048 | val_loss: 0.0311599 | Time: 4101.76 ms [2022-03-21 01:48:18 main:574] : INFO : Epoch 1571 | loss: 0.0311001 | val_loss: 0.0311656 | Time: 3898.51 ms [2022-03-21 01:48:22 main:574] : INFO : Epoch 1572 | loss: 0.031095 | val_loss: 0.0311648 | Time: 3858.94 ms [2022-03-21 01:48:26 main:574] : INFO : Epoch 1573 | loss: 0.0310946 | val_loss: 0.0311625 | Time: 3964.23 ms [2022-03-21 01:48:30 main:574] : INFO : Epoch 1574 | loss: 0.0310925 | val_loss: 0.0311654 | Time: 3779.53 ms [2022-03-21 01:48:34 main:574] : INFO : Epoch 1575 | loss: 0.0310906 | val_loss: 0.0311721 | Time: 3986.84 ms [2022-03-21 01:48:38 main:574] : INFO : Epoch 1576 | loss: 0.0310852 | val_loss: 0.031159 | Time: 3896.63 ms [2022-03-21 01:48:42 main:574] : INFO : Epoch 1577 | loss: 0.0310827 | val_loss: 0.0311657 | Time: 3892.67 ms [2022-03-21 01:48:46 main:574] : INFO : Epoch 1578 | loss: 0.031078 | val_loss: 0.0311679 | Time: 3861.81 ms [2022-03-21 01:48:50 main:574] : INFO : Epoch 1579 | loss: 0.0310771 | val_loss: 0.0311727 | Time: 3838.57 ms [2022-03-21 01:48:54 main:574] : INFO : Epoch 1580 | loss: 0.0310802 | val_loss: 0.0311635 | Time: 4111.03 ms [2022-03-21 01:48:58 main:574] : INFO : Epoch 1581 | loss: 0.0310825 | val_loss: 0.0311689 | Time: 4182.96 ms [2022-03-21 01:49:02 main:574] : INFO : Epoch 1582 | loss: 0.0310946 | val_loss: 0.0311658 | Time: 4013.35 ms [2022-03-21 01:49:06 main:574] : INFO : Epoch 1583 | loss: 0.0310916 | val_loss: 0.031159 | Time: 3880.46 ms [2022-03-21 01:49:10 main:574] : INFO : Epoch 1584 | loss: 0.0310891 | val_loss: 0.0311639 | Time: 3911.91 ms [2022-03-21 01:49:14 main:574] : INFO : Epoch 1585 | loss: 0.03109 | val_loss: 0.0311668 | Time: 3924.99 ms [2022-03-21 01:49:18 main:574] : INFO : Epoch 1586 | loss: 0.0310869 | val_loss: 0.0311657 | Time: 3892.77 ms [2022-03-21 01:49:22 main:574] : INFO : Epoch 1587 | loss: 0.0310875 | val_loss: 0.0311606 | Time: 3978.25 ms [2022-03-21 01:49:26 main:574] : INFO : Epoch 1588 | loss: 0.0310827 | val_loss: 0.0311659 | Time: 3920.6 ms [2022-03-21 01:49:30 main:574] : INFO : Epoch 1589 | loss: 0.0310817 | val_loss: 0.0311694 | Time: 3901.09 ms [2022-03-21 01:49:34 main:574] : INFO : Epoch 1590 | loss: 0.0310792 | val_loss: 0.0311605 | Time: 4052.18 ms [2022-03-21 01:49:38 main:574] : INFO : Epoch 1591 | loss: 0.0310799 | val_loss: 0.0311677 | Time: 3910.05 ms [2022-03-21 01:49:42 main:574] : INFO : Epoch 1592 | loss: 0.0310785 | val_loss: 0.031168 | Time: 3891.25 ms [2022-03-21 01:49:46 main:574] : INFO : Epoch 1593 | loss: 0.0310775 | val_loss: 0.0311652 | Time: 4016.73 ms [2022-03-21 01:49:50 main:574] : INFO : Epoch 1594 | loss: 0.0310757 | val_loss: 0.0311755 | Time: 3910 ms [2022-03-21 01:49:54 main:574] : INFO : Epoch 1595 | loss: 0.031078 | val_loss: 0.0311733 | Time: 3919.01 ms [2022-03-21 01:49:58 main:574] : INFO : Epoch 1596 | loss: 0.0310813 | val_loss: 0.0311652 | Time: 4226.12 ms [2022-03-21 01:50:03 main:574] : INFO : Epoch 1597 | loss: 0.0310985 | val_loss: 0.031162 | Time: 4269.85 ms [2022-03-21 01:50:07 main:574] : INFO : Epoch 1598 | loss: 0.0311025 | val_loss: 0.0311702 | Time: 3996.92 ms [2022-03-21 01:50:11 main:574] : INFO : Epoch 1599 | loss: 0.0311107 | val_loss: 0.0311586 | Time: 3964.92 ms [2022-03-21 01:50:15 main:574] : INFO : Epoch 1600 | loss: 0.0311018 | val_loss: 0.031164 | Time: 3944.02 ms [2022-03-21 01:50:19 main:574] : INFO : Epoch 1601 | loss: 0.0310939 | val_loss: 0.0311637 | Time: 4152.07 ms [2022-03-21 01:50:23 main:574] : INFO : Epoch 1602 | loss: 0.0310862 | val_loss: 0.0311633 | Time: 3978.51 ms [2022-03-21 01:50:27 main:574] : INFO : Epoch 1603 | loss: 0.0310856 | val_loss: 0.0311645 | Time: 3850.52 ms [2022-03-21 01:50:31 main:574] : INFO : Epoch 1604 | loss: 0.0310849 | val_loss: 0.0311724 | Time: 3904.57 ms [2022-03-21 01:50:35 main:574] : INFO : Epoch 1605 | loss: 0.0310857 | val_loss: 0.0311666 | Time: 4307.48 ms [2022-03-21 01:50:39 main:574] : INFO : Epoch 1606 | loss: 0.0310819 | val_loss: 0.0311719 | Time: 3895.68 ms [2022-03-21 01:50:43 main:574] : INFO : Epoch 1607 | loss: 0.0310876 | val_loss: 0.0311683 | Time: 3848.31 ms [2022-03-21 01:50:47 main:574] : INFO : Epoch 1608 | loss: 0.0310904 | val_loss: 0.0311735 | Time: 3874.56 ms [2022-03-21 01:50:51 main:574] : INFO : Epoch 1609 | loss: 0.0310865 | val_loss: 0.0311705 | Time: 3902.48 ms [2022-03-21 01:50:55 main:574] : INFO : Epoch 1610 | loss: 0.0310828 | val_loss: 0.031162 | Time: 4019.66 ms [2022-03-21 01:50:59 main:574] : INFO : Epoch 1611 | loss: 0.0310806 | val_loss: 0.0311634 | Time: 4155.83 ms [2022-03-21 01:51:04 main:574] : INFO : Epoch 1612 | loss: 0.0310882 | val_loss: 0.0311654 | Time: 4582.12 ms [2022-03-21 01:51:08 main:574] : INFO : Epoch 1613 | loss: 0.0310864 | val_loss: 0.0311724 | Time: 3934.81 ms [2022-03-21 01:51:12 main:574] : INFO : Epoch 1614 | loss: 0.0310842 | val_loss: 0.0311741 | Time: 3875.83 ms [2022-03-21 01:51:16 main:574] : INFO : Epoch 1615 | loss: 0.0310818 | val_loss: 0.0311648 | Time: 3947.61 ms [2022-03-21 01:51:19 main:574] : INFO : Epoch 1616 | loss: 0.0310832 | val_loss: 0.0311762 | Time: 3852.29 ms [2022-03-21 01:51:23 main:574] : INFO : Epoch 1617 | loss: 0.0310814 | val_loss: 0.0311618 | Time: 3765.71 ms [2022-03-21 01:51:27 main:574] : INFO : Epoch 1618 | loss: 0.0310857 | val_loss: 0.0311677 | Time: 3902.25 ms [2022-03-21 01:51:31 main:574] : INFO : Epoch 1619 | loss: 0.0310847 | val_loss: 0.0311711 | Time: 3903.3 ms [2022-03-21 01:51:35 main:574] : INFO : Epoch 1620 | loss: 0.031079 | val_loss: 0.0311768 | Time: 4146.8 ms [2022-03-21 01:51:39 main:574] : INFO : Epoch 1621 | loss: 0.0310764 | val_loss: 0.0311769 | Time: 3836.98 ms [2022-03-21 01:51:43 main:574] : INFO : Epoch 1622 | loss: 0.0310794 | val_loss: 0.0311738 | Time: 3920.28 ms [2022-03-21 01:51:47 main:574] : INFO : Epoch 1623 | loss: 0.0310831 | val_loss: 0.0311781 | Time: 3943.54 ms [2022-03-21 01:51:51 main:574] : INFO : Epoch 1624 | loss: 0.0310903 | val_loss: 0.0311712 | Time: 3869.22 ms [2022-03-21 01:51:55 main:574] : INFO : Epoch 1625 | loss: 0.0310864 | val_loss: 0.0311732 | Time: 3896.44 ms [2022-03-21 01:51:59 main:574] : INFO : Epoch 1626 | loss: 0.0310825 | val_loss: 0.0311741 | Time: 4224.65 ms [2022-03-21 01:52:04 main:574] : INFO : Epoch 1627 | loss: 0.0310807 | val_loss: 0.0311794 | Time: 4221.19 ms [2022-03-21 01:52:08 main:574] : INFO : Epoch 1628 | loss: 0.0310839 | val_loss: 0.0311714 | Time: 3880.41 ms [2022-03-21 01:52:12 main:574] : INFO : Epoch 1629 | loss: 0.0310865 | val_loss: 0.03117 | Time: 3910.13 ms [2022-03-21 01:52:15 main:574] : INFO : Epoch 1630 | loss: 0.0311119 | val_loss: 0.0311699 | Time: 3880.49 ms [2022-03-21 01:52:19 main:574] : INFO : Epoch 1631 | loss: 0.0311141 | val_loss: 0.0311602 | Time: 3854.67 ms [2022-03-21 01:52:23 main:574] : INFO : Epoch 1632 | loss: 0.031102 | val_loss: 0.0311651 | Time: 4028.02 ms [2022-03-21 01:52:27 main:574] : INFO : Epoch 1633 | loss: 0.0310956 | val_loss: 0.0311624 | Time: 3898.27 ms [2022-03-21 01:52:31 main:574] : INFO : Epoch 1634 | loss: 0.0310941 | val_loss: 0.0311769 | Time: 3883.55 ms [2022-03-21 01:52:35 main:574] : INFO : Epoch 1635 | loss: 0.0310911 | val_loss: 0.0311655 | Time: 3801.62 ms [2022-03-21 01:52:39 main:574] : INFO : Epoch 1636 | loss: 0.0310878 | val_loss: 0.0311623 | Time: 3903.93 ms [2022-03-21 01:52:43 main:574] : INFO : Epoch 1637 | loss: 0.0310958 | val_loss: 0.031166 | Time: 3889.59 ms [2022-03-21 01:52:47 main:574] : INFO : Epoch 1638 | loss: 0.0311031 | val_loss: 0.0311616 | Time: 3912.08 ms [2022-03-21 01:52:51 main:574] : INFO : Epoch 1639 | loss: 0.0311032 | val_loss: 0.031158 | Time: 3898.59 ms [2022-03-21 01:52:55 main:574] : INFO : Epoch 1640 | loss: 0.0311004 | val_loss: 0.0311584 | Time: 3912.13 ms [2022-03-21 01:52:59 main:574] : INFO : Epoch 1641 | loss: 0.031096 | val_loss: 0.0311576 | Time: 4244.7 ms [2022-03-21 01:53:03 main:574] : INFO : Epoch 1642 | loss: 0.0310953 | val_loss: 0.0311577 | Time: 4156.34 ms [2022-03-21 01:53:07 main:574] : INFO : Epoch 1643 | loss: 0.0310886 | val_loss: 0.0311608 | Time: 3910.11 ms [2022-03-21 01:53:11 main:574] : INFO : Epoch 1644 | loss: 0.0310838 | val_loss: 0.0311696 | Time: 3904.98 ms [2022-03-21 01:53:15 main:574] : INFO : Epoch 1645 | loss: 0.0310846 | val_loss: 0.031164 | Time: 3946.9 ms [2022-03-21 01:53:19 main:574] : INFO : Epoch 1646 | loss: 0.0310887 | val_loss: 0.0311754 | Time: 3905.6 ms [2022-03-21 01:53:24 main:574] : INFO : Epoch 1647 | loss: 0.0310899 | val_loss: 0.03117 | Time: 4201.21 ms [2022-03-21 01:53:28 main:574] : INFO : Epoch 1648 | loss: 0.0310844 | val_loss: 0.0311644 | Time: 3966.47 ms [2022-03-21 01:53:32 main:574] : INFO : Epoch 1649 | loss: 0.031118 | val_loss: 0.0311587 | Time: 3989.62 ms [2022-03-21 01:53:36 main:574] : INFO : Epoch 1650 | loss: 0.0311099 | val_loss: 0.0311599 | Time: 3987.39 ms [2022-03-21 01:53:40 main:574] : INFO : Epoch 1651 | loss: 0.0311044 | val_loss: 0.0311658 | Time: 3909.98 ms [2022-03-21 01:53:44 main:574] : INFO : Epoch 1652 | loss: 0.0310984 | val_loss: 0.0311594 | Time: 4081.03 ms [2022-03-21 01:53:48 main:574] : INFO : Epoch 1653 | loss: 0.0310941 | val_loss: 0.0311623 | Time: 3929.82 ms [2022-03-21 01:53:52 main:574] : INFO : Epoch 1654 | loss: 0.0310937 | val_loss: 0.0311657 | Time: 3862.65 ms [2022-03-21 01:53:56 main:574] : INFO : Epoch 1655 | loss: 0.0310964 | val_loss: 0.0311615 | Time: 3962.44 ms [2022-03-21 01:54:00 main:574] : INFO : Epoch 1656 | loss: 0.0310883 | val_loss: 0.0311769 | Time: 4319.14 ms [2022-03-21 01:54:04 main:574] : INFO : Epoch 1657 | loss: 0.0310856 | val_loss: 0.0311678 | Time: 4243 ms [2022-03-21 01:54:08 main:574] : INFO : Epoch 1658 | loss: 0.0310865 | val_loss: 0.03117 | Time: 3903.45 ms [2022-03-21 01:54:12 main:574] : INFO : Epoch 1659 | loss: 0.0310899 | val_loss: 0.0311716 | Time: 3910.08 ms [2022-03-21 01:54:16 main:574] : INFO : Epoch 1660 | loss: 0.0310911 | val_loss: 0.0311658 | Time: 3844.1 ms [2022-03-21 01:54:20 main:574] : INFO : Epoch 1661 | loss: 0.0310911 | val_loss: 0.0311622 | Time: 3894.39 ms [2022-03-21 01:54:24 main:574] : INFO : Epoch 1662 | loss: 0.031089 | val_loss: 0.0311691 | Time: 4058.64 ms [2022-03-21 01:54:28 main:574] : INFO : Epoch 1663 | loss: 0.0310859 | val_loss: 0.0311681 | Time: 3956.83 ms [2022-03-21 01:54:32 main:574] : INFO : Epoch 1664 | loss: 0.0310855 | val_loss: 0.0311707 | Time: 3874.68 ms [2022-03-21 01:54:36 main:574] : INFO : Epoch 1665 | loss: 0.0310845 | val_loss: 0.0311712 | Time: 4009.15 ms [2022-03-21 01:54:40 main:574] : INFO : Epoch 1666 | loss: 0.0310819 | val_loss: 0.0311736 | Time: 3906.82 ms [2022-03-21 01:54:44 main:574] : INFO : Epoch 1667 | loss: 0.0310809 | val_loss: 0.031175 | Time: 3751.3 ms [2022-03-21 01:54:48 main:574] : INFO : Epoch 1668 | loss: 0.0310817 | val_loss: 0.0311659 | Time: 3969.51 ms [2022-03-21 01:54:52 main:574] : INFO : Epoch 1669 | loss: 0.0310839 | val_loss: 0.0311736 | Time: 3904.18 ms [2022-03-21 01:54:56 main:574] : INFO : Epoch 1670 | loss: 0.0310893 | val_loss: 0.0311638 | Time: 4044.29 ms [2022-03-21 01:55:01 main:574] : INFO : Epoch 1671 | loss: 0.0310894 | val_loss: 0.0311707 | Time: 4214.48 ms [2022-03-21 01:55:05 main:574] : INFO : Epoch 1672 | loss: 0.0310859 | val_loss: 0.0311614 | Time: 4073.03 ms [2022-03-21 01:55:09 main:574] : INFO : Epoch 1673 | loss: 0.0310865 | val_loss: 0.0311648 | Time: 3879.02 ms [2022-03-21 01:55:13 main:574] : INFO : Epoch 1674 | loss: 0.0310829 | val_loss: 0.031171 | Time: 3892.24 ms [2022-03-21 01:55:17 main:574] : INFO : Epoch 1675 | loss: 0.0310836 | val_loss: 0.0311651 | Time: 3888.05 ms [2022-03-21 01:55:20 main:574] : INFO : Epoch 1676 | loss: 0.0310831 | val_loss: 0.0311744 | Time: 3906.05 ms [2022-03-21 01:55:24 main:574] : INFO : Epoch 1677 | loss: 0.0310852 | val_loss: 0.0311768 | Time: 3887.61 ms [2022-03-21 01:55:28 main:574] : INFO : Epoch 1678 | loss: 0.0310791 | val_loss: 0.0311693 | Time: 3826.52 ms [2022-03-21 01:55:32 main:574] : INFO : Epoch 1679 | loss: 0.0310809 | val_loss: 0.0311666 | Time: 3888.39 ms [2022-03-21 01:55:36 main:574] : INFO : Epoch 1680 | loss: 0.0310772 | val_loss: 0.0311725 | Time: 3991.8 ms [2022-03-21 01:55:40 main:574] : INFO : Epoch 1681 | loss: 0.0310743 | val_loss: 0.0311845 | Time: 3891.45 ms [2022-03-21 01:55:44 main:574] : INFO : Epoch 1682 | loss: 0.0310758 | val_loss: 0.0311744 | Time: 4030.39 ms [2022-03-21 01:55:48 main:574] : INFO : Epoch 1683 | loss: 0.0310746 | val_loss: 0.0311745 | Time: 4121.5 ms [2022-03-21 01:55:52 main:574] : INFO : Epoch 1684 | loss: 0.0310771 | val_loss: 0.031175 | Time: 3902.77 ms [2022-03-21 01:55:57 main:574] : INFO : Epoch 1685 | loss: 0.0310779 | val_loss: 0.0311685 | Time: 4061.37 ms [2022-03-21 01:56:01 main:574] : INFO : Epoch 1686 | loss: 0.0310778 | val_loss: 0.0311766 | Time: 4030.88 ms [2022-03-21 01:56:05 main:574] : INFO : Epoch 1687 | loss: 0.0310766 | val_loss: 0.0311827 | Time: 4214.29 ms [2022-03-21 01:56:09 main:574] : INFO : Epoch 1688 | loss: 0.0310814 | val_loss: 0.0311694 | Time: 3908.28 ms [2022-03-21 01:56:13 main:574] : INFO : Epoch 1689 | loss: 0.0310777 | val_loss: 0.031186 | Time: 3908.21 ms [2022-03-21 01:56:17 main:574] : INFO : Epoch 1690 | loss: 0.0310754 | val_loss: 0.0311801 | Time: 4012.94 ms [2022-03-21 01:56:21 main:574] : INFO : Epoch 1691 | loss: 0.0310749 | val_loss: 0.0311758 | Time: 3902.85 ms [2022-03-21 01:56:25 main:574] : INFO : Epoch 1692 | loss: 0.0310764 | val_loss: 0.0311827 | Time: 3871.67 ms [2022-03-21 01:56:29 main:574] : INFO : Epoch 1693 | loss: 0.0310765 | val_loss: 0.0311735 | Time: 3910.07 ms [2022-03-21 01:56:33 main:574] : INFO : Epoch 1694 | loss: 0.0310774 | val_loss: 0.0311746 | Time: 4021.86 ms [2022-03-21 01:56:37 main:574] : INFO : Epoch 1695 | loss: 0.0310756 | val_loss: 0.0311831 | Time: 3839.71 ms [2022-03-21 01:56:41 main:574] : INFO : Epoch 1696 | loss: 0.0310769 | val_loss: 0.0311723 | Time: 3891.47 ms [2022-03-21 01:56:45 main:574] : INFO : Epoch 1697 | loss: 0.031078 | val_loss: 0.0311705 | Time: 4045.15 ms [2022-03-21 01:56:49 main:574] : INFO : Epoch 1698 | loss: 0.0310765 | val_loss: 0.0311722 | Time: 3903.94 ms [2022-03-21 01:56:53 main:574] : INFO : Epoch 1699 | loss: 0.0310787 | val_loss: 0.0311746 | Time: 3901.19 ms [2022-03-21 01:56:57 main:574] : INFO : Epoch 1700 | loss: 0.0310801 | val_loss: 0.0311662 | Time: 3991.2 ms [2022-03-21 01:57:01 main:574] : INFO : Epoch 1701 | loss: 0.0310765 | val_loss: 0.0311868 | Time: 4002.18 ms [2022-03-21 01:57:05 main:574] : INFO : Epoch 1702 | loss: 0.0310793 | val_loss: 0.0311709 | Time: 4191.57 ms [2022-03-21 01:57:09 main:574] : INFO : Epoch 1703 | loss: 0.0310772 | val_loss: 0.0311801 | Time: 3900.74 ms [2022-03-21 01:57:13 main:574] : INFO : Epoch 1704 | loss: 0.0310796 | val_loss: 0.0311778 | Time: 3889.31 ms [2022-03-21 01:57:17 main:574] : INFO : Epoch 1705 | loss: 0.0310768 | val_loss: 0.0311699 | Time: 3947.95 ms [2022-03-21 01:57:21 main:574] : INFO : Epoch 1706 | loss: 0.0310765 | val_loss: 0.0311765 | Time: 3896.56 ms [2022-03-21 01:57:25 main:574] : INFO : Epoch 1707 | loss: 0.0310801 | val_loss: 0.0311738 | Time: 3944.09 ms [2022-03-21 01:57:29 main:574] : INFO : Epoch 1708 | loss: 0.0310805 | val_loss: 0.0311758 | Time: 3942.76 ms [2022-03-21 01:57:33 main:574] : INFO : Epoch 1709 | loss: 0.0310792 | val_loss: 0.0311711 | Time: 3904.13 ms [2022-03-21 01:57:37 main:574] : INFO : Epoch 1710 | loss: 0.0310758 | val_loss: 0.0311764 | Time: 3962.85 ms [2022-03-21 01:57:41 main:574] : INFO : Epoch 1711 | loss: 0.0310764 | val_loss: 0.0311766 | Time: 3880.65 ms [2022-03-21 01:57:45 main:574] : INFO : Epoch 1712 | loss: 0.0310723 | val_loss: 0.0311719 | Time: 4132.29 ms [2022-03-21 01:57:49 main:574] : INFO : Epoch 1713 | loss: 0.0310763 | val_loss: 0.0311707 | Time: 3899.66 ms [2022-03-21 01:57:53 main:574] : INFO : Epoch 1714 | loss: 0.0310788 | val_loss: 0.031168 | Time: 3915.33 ms [2022-03-21 01:57:57 main:574] : INFO : Epoch 1715 | loss: 0.0310776 | val_loss: 0.0311839 | Time: 4023.35 ms [2022-03-21 01:58:01 main:574] : INFO : Epoch 1716 | loss: 0.0310793 | val_loss: 0.0311693 | Time: 3821.32 ms [2022-03-21 01:58:05 main:574] : INFO : Epoch 1717 | loss: 0.0310821 | val_loss: 0.031173 | Time: 4086.26 ms [2022-03-21 01:58:09 main:574] : INFO : Epoch 1718 | loss: 0.0310877 | val_loss: 0.0311783 | Time: 3895.11 ms [2022-03-21 01:58:13 main:574] : INFO : Epoch 1719 | loss: 0.0310885 | val_loss: 0.0311669 | Time: 3877.51 ms [2022-03-21 01:58:17 main:574] : INFO : Epoch 1720 | loss: 0.0310843 | val_loss: 0.0311737 | Time: 4055.61 ms [2022-03-21 01:58:21 main:574] : INFO : Epoch 1721 | loss: 0.0310845 | val_loss: 0.0311836 | Time: 3889.48 ms [2022-03-21 01:58:25 main:574] : INFO : Epoch 1722 | loss: 0.0310837 | val_loss: 0.0311668 | Time: 4014.79 ms [2022-03-21 01:58:29 main:574] : INFO : Epoch 1723 | loss: 0.0310864 | val_loss: 0.0311734 | Time: 3873.24 ms [2022-03-21 01:58:33 main:574] : INFO : Epoch 1724 | loss: 0.0310939 | val_loss: 0.0311704 | Time: 3889.05 ms [2022-03-21 01:58:37 main:574] : INFO : Epoch 1725 | loss: 0.0310921 | val_loss: 0.0311698 | Time: 3993.79 ms [2022-03-21 01:58:41 main:574] : INFO : Epoch 1726 | loss: 0.0310881 | val_loss: 0.0311789 | Time: 3901.07 ms [2022-03-21 01:58:45 main:574] : INFO : Epoch 1727 | loss: 0.0310888 | val_loss: 0.0311702 | Time: 3987.97 ms [2022-03-21 01:58:49 main:574] : INFO : Epoch 1728 | loss: 0.0310855 | val_loss: 0.0311677 | Time: 3889.91 ms [2022-03-21 01:58:53 main:574] : INFO : Epoch 1729 | loss: 0.031094 | val_loss: 0.0311698 | Time: 3903.72 ms [2022-03-21 01:58:57 main:574] : INFO : Epoch 1730 | loss: 0.0310986 | val_loss: 0.0311648 | Time: 4017.02 ms [2022-03-21 01:59:01 main:574] : INFO : Epoch 1731 | loss: 0.0310937 | val_loss: 0.0311639 | Time: 4039.63 ms [2022-03-21 01:59:05 main:574] : INFO : Epoch 1732 | loss: 0.031092 | val_loss: 0.0311653 | Time: 3971.28 ms [2022-03-21 01:59:09 main:574] : INFO : Epoch 1733 | loss: 0.0310934 | val_loss: 0.0311707 | Time: 3849.01 ms [2022-03-21 01:59:13 main:574] : INFO : Epoch 1734 | loss: 0.0310916 | val_loss: 0.031168 | Time: 3895.37 ms [2022-03-21 01:59:17 main:574] : INFO : Epoch 1735 | loss: 0.0310957 | val_loss: 0.0311632 | Time: 4001.85 ms [2022-03-21 01:59:21 main:574] : INFO : Epoch 1736 | loss: 0.0310886 | val_loss: 0.0311669 | Time: 3891.71 ms [2022-03-21 01:59:25 main:574] : INFO : Epoch 1737 | loss: 0.031085 | val_loss: 0.0311675 | Time: 3979.19 ms [2022-03-21 01:59:29 main:574] : INFO : Epoch 1738 | loss: 0.0310935 | val_loss: 0.0311743 | Time: 3896.1 ms [2022-03-21 01:59:33 main:574] : INFO : Epoch 1739 | loss: 0.0310922 | val_loss: 0.0311688 | Time: 3900.71 ms [2022-03-21 01:59:37 main:574] : INFO : Epoch 1740 | loss: 0.0310882 | val_loss: 0.0311693 | Time: 3898.56 ms [2022-03-21 01:59:41 main:574] : INFO : Epoch 1741 | loss: 0.0310891 | val_loss: 0.0311683 | Time: 3886.55 ms [2022-03-21 01:59:45 main:574] : INFO : Epoch 1742 | loss: 0.0310922 | val_loss: 0.0311872 | Time: 3921.01 ms [2022-03-21 01:59:48 main:574] : INFO : Epoch 1743 | loss: 0.0310944 | val_loss: 0.0311711 | Time: 3914.02 ms [2022-03-21 02:00:03 main:574] : INFO : Epoch 1744 | loss: 0.0310926 | val_loss: 0.0311776 | Time: 14049.5 ms [2022-03-21 02:00:07 main:574] : INFO : Epoch 1745 | loss: 0.0310864 | val_loss: 0.0311688 | Time: 3934.69 ms [2022-03-21 02:00:11 main:574] : INFO : Epoch 1746 | loss: 0.031093 | val_loss: 0.0311777 | Time: 3898.15 ms [2022-03-21 02:00:15 main:574] : INFO : Epoch 1747 | loss: 0.0310937 | val_loss: 0.0311677 | Time: 3957.57 ms [2022-03-21 02:00:18 main:574] : INFO : Epoch 1748 | loss: 0.0310879 | val_loss: 0.0311699 | Time: 3871.97 ms [2022-03-21 02:00:22 main:574] : INFO : Epoch 1749 | loss: 0.0310833 | val_loss: 0.0311728 | Time: 3844.2 ms [2022-03-21 02:00:26 main:574] : INFO : Epoch 1750 | loss: 0.0310845 | val_loss: 0.0311754 | Time: 3817.1 ms [2022-03-21 02:00:30 main:574] : INFO : Epoch 1751 | loss: 0.0310872 | val_loss: 0.0311681 | Time: 3887.01 ms [2022-03-21 02:00:34 main:574] : INFO : Epoch 1752 | loss: 0.0310822 | val_loss: 0.0311693 | Time: 4058.36 ms [2022-03-21 02:00:38 main:574] : INFO : Epoch 1753 | loss: 0.031082 | val_loss: 0.0311739 | Time: 3893.82 ms [2022-03-21 02:00:42 main:574] : INFO : Epoch 1754 | loss: 0.0310815 | val_loss: 0.0311733 | Time: 3897.67 ms [2022-03-21 02:00:46 main:574] : INFO : Epoch 1755 | loss: 0.0310837 | val_loss: 0.0311624 | Time: 4081.38 ms [2022-03-21 02:00:50 main:574] : INFO : Epoch 1756 | loss: 0.0310845 | val_loss: 0.0311698 | Time: 3889.63 ms [2022-03-21 02:00:54 main:574] : INFO : Epoch 1757 | loss: 0.0310812 | val_loss: 0.0311837 | Time: 3854.08 ms [2022-03-21 02:00:58 main:574] : INFO : Epoch 1758 | loss: 0.0310931 | val_loss: 0.0311605 | Time: 3890.55 ms [2022-03-21 02:01:02 main:574] : INFO : Epoch 1759 | loss: 0.0310925 | val_loss: 0.0311641 | Time: 3939.44 ms [2022-03-21 02:01:06 main:574] : INFO : Epoch 1760 | loss: 0.0310949 | val_loss: 0.0311757 | Time: 3964.41 ms [2022-03-21 02:01:10 main:574] : INFO : Epoch 1761 | loss: 0.0310931 | val_loss: 0.0311716 | Time: 3890.66 ms [2022-03-21 02:01:14 main:574] : INFO : Epoch 1762 | loss: 0.031083 | val_loss: 0.0311636 | Time: 4057.6 ms [2022-03-21 02:01:18 main:574] : INFO : Epoch 1763 | loss: 0.0310829 | val_loss: 0.0311702 | Time: 3895.96 ms [2022-03-21 02:01:22 main:574] : INFO : Epoch 1764 | loss: 0.0310894 | val_loss: 0.0311706 | Time: 3827.5 ms [2022-03-21 02:01:26 main:574] : INFO : Epoch 1765 | loss: 0.0310847 | val_loss: 0.0311695 | Time: 4095 ms [2022-03-21 02:01:30 main:574] : INFO : Epoch 1766 | loss: 0.0310971 | val_loss: 0.0311656 | Time: 3878.38 ms [2022-03-21 02:01:34 main:574] : INFO : Epoch 1767 | loss: 0.0311049 | val_loss: 0.0311653 | Time: 3984.2 ms [2022-03-21 02:01:38 main:574] : INFO : Epoch 1768 | loss: 0.0310986 | val_loss: 0.031163 | Time: 3937.93 ms [2022-03-21 02:01:42 main:574] : INFO : Epoch 1769 | loss: 0.0310882 | val_loss: 0.0311709 | Time: 3881.39 ms [2022-03-21 02:01:46 main:574] : INFO : Epoch 1770 | loss: 0.0310855 | val_loss: 0.0311689 | Time: 4047.95 ms [2022-03-21 02:01:50 main:574] : INFO : Epoch 1771 | loss: 0.0310873 | val_loss: 0.0311683 | Time: 3890.9 ms [2022-03-21 02:01:54 main:574] : INFO : Epoch 1772 | loss: 0.0310839 | val_loss: 0.0311753 | Time: 3958.17 ms [2022-03-21 02:01:58 main:574] : INFO : Epoch 1773 | loss: 0.0310767 | val_loss: 0.0311717 | Time: 3963.48 ms [2022-03-21 02:02:02 main:574] : INFO : Epoch 1774 | loss: 0.031078 | val_loss: 0.0311789 | Time: 4046.36 ms [2022-03-21 02:02:06 main:574] : INFO : Epoch 1775 | loss: 0.0310791 | val_loss: 0.0311717 | Time: 3820.21 ms [2022-03-21 02:02:10 main:574] : INFO : Epoch 1776 | loss: 0.0310817 | val_loss: 0.0311643 | Time: 3897.21 ms [2022-03-21 02:02:14 main:574] : INFO : Epoch 1777 | loss: 0.0310829 | val_loss: 0.0311771 | Time: 3856.24 ms [2022-03-21 02:02:18 main:574] : INFO : Epoch 1778 | loss: 0.0310889 | val_loss: 0.0311696 | Time: 3814.62 ms [2022-03-21 02:02:22 main:574] : INFO : Epoch 1779 | loss: 0.0310867 | val_loss: 0.0311636 | Time: 3863.76 ms [2022-03-21 02:02:26 main:574] : INFO : Epoch 1780 | loss: 0.0310849 | val_loss: 0.031176 | Time: 3849.05 ms [2022-03-21 02:02:30 main:574] : INFO : Epoch 1781 | loss: 0.0310849 | val_loss: 0.0311652 | Time: 3887.25 ms [2022-03-21 02:02:33 main:574] : INFO : Epoch 1782 | loss: 0.0310841 | val_loss: 0.0311675 | Time: 3880.18 ms [2022-03-21 02:02:37 main:574] : INFO : Epoch 1783 | loss: 0.0310832 | val_loss: 0.0311688 | Time: 4014.58 ms [2022-03-21 02:02:41 main:574] : INFO : Epoch 1784 | loss: 0.0310834 | val_loss: 0.0311664 | Time: 3895.14 ms [2022-03-21 02:02:45 main:574] : INFO : Epoch 1785 | loss: 0.0310826 | val_loss: 0.0311719 | Time: 3887.73 ms [2022-03-21 02:02:49 main:574] : INFO : Epoch 1786 | loss: 0.0310855 | val_loss: 0.0311733 | Time: 3892.46 ms [2022-03-21 02:02:53 main:574] : INFO : Epoch 1787 | loss: 0.0310983 | val_loss: 0.0311667 | Time: 3895.31 ms [2022-03-21 02:02:57 main:574] : INFO : Epoch 1788 | loss: 0.0310898 | val_loss: 0.0311659 | Time: 3905.99 ms [2022-03-21 02:03:01 main:574] : INFO : Epoch 1789 | loss: 0.0310885 | val_loss: 0.0311631 | Time: 3894.8 ms [2022-03-21 02:03:06 main:574] : INFO : Epoch 1790 | loss: 0.0310908 | val_loss: 0.0311696 | Time: 4311.76 ms [2022-03-21 02:03:09 main:574] : INFO : Epoch 1791 | loss: 0.0310848 | val_loss: 0.0311667 | Time: 3876.9 ms [2022-03-21 02:03:13 main:574] : INFO : Epoch 1792 | loss: 0.0310873 | val_loss: 0.0311794 | Time: 3887.59 ms [2022-03-21 02:03:17 main:574] : INFO : Epoch 1793 | loss: 0.0310875 | val_loss: 0.0311713 | Time: 3859.96 ms [2022-03-21 02:03:21 main:574] : INFO : Epoch 1794 | loss: 0.0310894 | val_loss: 0.0311789 | Time: 3898.04 ms [2022-03-21 02:03:25 main:574] : INFO : Epoch 1795 | loss: 0.0310873 | val_loss: 0.0311751 | Time: 3873.05 ms [2022-03-21 02:03:29 main:574] : INFO : Epoch 1796 | loss: 0.0311164 | val_loss: 0.0311802 | Time: 3866.5 ms [2022-03-21 02:03:33 main:574] : INFO : Epoch 1797 | loss: 0.0311277 | val_loss: 0.0311572 | Time: 3919.87 ms [2022-03-21 02:03:37 main:574] : INFO : Epoch 1798 | loss: 0.0311191 | val_loss: 0.0311622 | Time: 4032.59 ms [2022-03-21 02:03:41 main:574] : INFO : Epoch 1799 | loss: 0.0311117 | val_loss: 0.0311683 | Time: 3893.54 ms [2022-03-21 02:03:45 main:574] : INFO : Epoch 1800 | loss: 0.0311126 | val_loss: 0.0311653 | Time: 3985.1 ms [2022-03-21 02:03:49 main:574] : INFO : Epoch 1801 | loss: 0.0311224 | val_loss: 0.0311646 | Time: 3897.82 ms [2022-03-21 02:03:53 main:574] : INFO : Epoch 1802 | loss: 0.0311206 | val_loss: 0.031165 | Time: 3890.03 ms [2022-03-21 02:03:57 main:574] : INFO : Epoch 1803 | loss: 0.0311089 | val_loss: 0.0311616 | Time: 3903.85 ms [2022-03-21 02:04:01 main:574] : INFO : Epoch 1804 | loss: 0.0311059 | val_loss: 0.0311647 | Time: 3937.27 ms [2022-03-21 02:04:05 main:574] : INFO : Epoch 1805 | loss: 0.0311026 | val_loss: 0.0311644 | Time: 4018.22 ms [2022-03-21 02:04:09 main:574] : INFO : Epoch 1806 | loss: 0.0311083 | val_loss: 0.0311624 | Time: 3902.1 ms [2022-03-21 02:04:13 main:574] : INFO : Epoch 1807 | loss: 0.0311027 | val_loss: 0.0311545 | Time: 3891.63 ms [2022-03-21 02:04:17 main:574] : INFO : Epoch 1808 | loss: 0.0311027 | val_loss: 0.0311586 | Time: 3979.99 ms [2022-03-21 02:04:21 main:574] : INFO : Epoch 1809 | loss: 0.0311032 | val_loss: 0.0311623 | Time: 3890.92 ms [2022-03-21 02:04:25 main:574] : INFO : Epoch 1810 | loss: 0.0310997 | val_loss: 0.0311621 | Time: 3962.81 ms [2022-03-21 02:04:29 main:574] : INFO : Epoch 1811 | loss: 0.0310966 | val_loss: 0.0311609 | Time: 3875.65 ms [2022-03-21 02:04:33 main:574] : INFO : Epoch 1812 | loss: 0.0310996 | val_loss: 0.0311651 | Time: 3880.27 ms [2022-03-21 02:04:37 main:574] : INFO : Epoch 1813 | loss: 0.0311051 | val_loss: 0.0311605 | Time: 4030.78 ms [2022-03-21 02:04:41 main:574] : INFO : Epoch 1814 | loss: 0.0311068 | val_loss: 0.0311677 | Time: 3889.98 ms [2022-03-21 02:04:45 main:574] : INFO : Epoch 1815 | loss: 0.0311089 | val_loss: 0.0311609 | Time: 3903.84 ms [2022-03-21 02:04:49 main:574] : INFO : Epoch 1816 | loss: 0.0311054 | val_loss: 0.0311604 | Time: 3891.67 ms [2022-03-21 02:04:53 main:574] : INFO : Epoch 1817 | loss: 0.0310959 | val_loss: 0.0311625 | Time: 3892.42 ms [2022-03-21 02:04:57 main:574] : INFO : Epoch 1818 | loss: 0.0310947 | val_loss: 0.0311569 | Time: 3961.67 ms [2022-03-21 02:05:01 main:574] : INFO : Epoch 1819 | loss: 0.0310967 | val_loss: 0.0311607 | Time: 3892.26 ms [2022-03-21 02:05:05 main:574] : INFO : Epoch 1820 | loss: 0.0310901 | val_loss: 0.031185 | Time: 3778.08 ms [2022-03-21 02:05:09 main:574] : INFO : Epoch 1821 | loss: 0.0310943 | val_loss: 0.0311594 | Time: 3896.58 ms [2022-03-21 02:05:12 main:574] : INFO : Epoch 1822 | loss: 0.0310968 | val_loss: 0.0311622 | Time: 3818.34 ms [2022-03-21 02:05:16 main:574] : INFO : Epoch 1823 | loss: 0.0310968 | val_loss: 0.0311654 | Time: 3891.63 ms [2022-03-21 02:05:20 main:574] : INFO : Epoch 1824 | loss: 0.0310978 | val_loss: 0.0311676 | Time: 3878.91 ms [2022-03-21 02:05:24 main:574] : INFO : Epoch 1825 | loss: 0.0310937 | val_loss: 0.0311607 | Time: 3974.2 ms [2022-03-21 02:05:28 main:574] : INFO : Epoch 1826 | loss: 0.0310966 | val_loss: 0.0311591 | Time: 3872.55 ms [2022-03-21 02:05:32 main:574] : INFO : Epoch 1827 | loss: 0.0310935 | val_loss: 0.0311714 | Time: 3873.4 ms [2022-03-21 02:05:36 main:574] : INFO : Epoch 1828 | loss: 0.0310902 | val_loss: 0.0311646 | Time: 4014.94 ms [2022-03-21 02:05:40 main:574] : INFO : Epoch 1829 | loss: 0.0310867 | val_loss: 0.0311673 | Time: 3895.31 ms [2022-03-21 02:05:44 main:574] : INFO : Epoch 1830 | loss: 0.0310859 | val_loss: 0.0311714 | Time: 3855.3 ms [2022-03-21 02:05:48 main:574] : INFO : Epoch 1831 | loss: 0.0310862 | val_loss: 0.0311717 | Time: 3980.18 ms [2022-03-21 02:05:52 main:574] : INFO : Epoch 1832 | loss: 0.0310838 | val_loss: 0.0311681 | Time: 3893.99 ms [2022-03-21 02:05:56 main:574] : INFO : Epoch 1833 | loss: 0.031083 | val_loss: 0.0311723 | Time: 3892.66 ms [2022-03-21 02:06:00 main:574] : INFO : Epoch 1834 | loss: 0.0310834 | val_loss: 0.0311656 | Time: 3885.52 ms [2022-03-21 02:06:04 main:574] : INFO : Epoch 1835 | loss: 0.0310807 | val_loss: 0.0311713 | Time: 3926.06 ms [2022-03-21 02:06:08 main:574] : INFO : Epoch 1836 | loss: 0.0310871 | val_loss: 0.0311631 | Time: 3865.89 ms [2022-03-21 02:06:12 main:574] : INFO : Epoch 1837 | loss: 0.0310938 | val_loss: 0.0311604 | Time: 3942.83 ms [2022-03-21 02:06:16 main:574] : INFO : Epoch 1838 | loss: 0.0310888 | val_loss: 0.0311605 | Time: 3967.09 ms [2022-03-21 02:06:20 main:574] : INFO : Epoch 1839 | loss: 0.0310855 | val_loss: 0.0311584 | Time: 3885.27 ms [2022-03-21 02:06:24 main:574] : INFO : Epoch 1840 | loss: 0.03109 | val_loss: 0.0311682 | Time: 3891.93 ms [2022-03-21 02:06:28 main:574] : INFO : Epoch 1841 | loss: 0.0310878 | val_loss: 0.0311728 | Time: 3864.84 ms [2022-03-21 02:06:32 main:574] : INFO : Epoch 1842 | loss: 0.0310897 | val_loss: 0.031167 | Time: 3905.53 ms [2022-03-21 02:06:36 main:574] : INFO : Epoch 1843 | loss: 0.0310857 | val_loss: 0.0311643 | Time: 3943.05 ms [2022-03-21 02:06:40 main:574] : INFO : Epoch 1844 | loss: 0.0310861 | val_loss: 0.0311732 | Time: 3890.74 ms [2022-03-21 02:06:43 main:574] : INFO : Epoch 1845 | loss: 0.03109 | val_loss: 0.0311617 | Time: 3816.81 ms [2022-03-21 02:06:48 main:574] : INFO : Epoch 1846 | loss: 0.0311113 | val_loss: 0.0311768 | Time: 4098.31 ms [2022-03-21 02:06:52 main:574] : INFO : Epoch 1847 | loss: 0.0311533 | val_loss: 0.0311659 | Time: 3872.94 ms [2022-03-21 02:06:55 main:574] : INFO : Epoch 1848 | loss: 0.0311494 | val_loss: 0.0311566 | Time: 3826.72 ms [2022-03-21 02:06:59 main:574] : INFO : Epoch 1849 | loss: 0.0311399 | val_loss: 0.0311533 | Time: 3901.66 ms [2022-03-21 02:07:03 main:574] : INFO : Epoch 1850 | loss: 0.0311337 | val_loss: 0.0311544 | Time: 3864.76 ms [2022-03-21 02:07:07 main:574] : INFO : Epoch 1851 | loss: 0.03113 | val_loss: 0.0311597 | Time: 3802.13 ms [2022-03-21 02:07:11 main:574] : INFO : Epoch 1852 | loss: 0.031121 | val_loss: 0.0311615 | Time: 3885.25 ms [2022-03-21 02:07:15 main:574] : INFO : Epoch 1853 | loss: 0.0311209 | val_loss: 0.0311645 | Time: 4062.73 ms [2022-03-21 02:07:19 main:574] : INFO : Epoch 1854 | loss: 0.0311224 | val_loss: 0.031161 | Time: 4064.85 ms [2022-03-21 02:07:23 main:574] : INFO : Epoch 1855 | loss: 0.0311239 | val_loss: 0.0311584 | Time: 3902.57 ms [2022-03-21 02:07:27 main:574] : INFO : Epoch 1856 | loss: 0.0311287 | val_loss: 0.0311592 | Time: 3958.4 ms [2022-03-21 02:07:31 main:574] : INFO : Epoch 1857 | loss: 0.0311283 | val_loss: 0.031153 | Time: 3894.12 ms [2022-03-21 02:07:35 main:574] : INFO : Epoch 1858 | loss: 0.0311238 | val_loss: 0.0311535 | Time: 3841.8 ms [2022-03-21 02:07:39 main:574] : INFO : Epoch 1859 | loss: 0.0311196 | val_loss: 0.0311601 | Time: 3954.89 ms [2022-03-21 02:07:43 main:574] : INFO : Epoch 1860 | loss: 0.0311161 | val_loss: 0.0311589 | Time: 3894.8 ms [2022-03-21 02:07:47 main:574] : INFO : Epoch 1861 | loss: 0.0311121 | val_loss: 0.0311609 | Time: 3950.61 ms [2022-03-21 02:07:51 main:574] : INFO : Epoch 1862 | loss: 0.0311095 | val_loss: 0.0311577 | Time: 3885.43 ms [2022-03-21 02:07:55 main:574] : INFO : Epoch 1863 | loss: 0.0311099 | val_loss: 0.0311687 | Time: 4063.22 ms [2022-03-21 02:07:59 main:574] : INFO : Epoch 1864 | loss: 0.0311086 | val_loss: 0.0311559 | Time: 3893.14 ms [2022-03-21 02:08:03 main:574] : INFO : Epoch 1865 | loss: 0.0311059 | val_loss: 0.0311641 | Time: 3926.96 ms [2022-03-21 02:08:07 main:574] : INFO : Epoch 1866 | loss: 0.0311047 | val_loss: 0.031161 | Time: 4364.99 ms [2022-03-21 02:08:11 main:574] : INFO : Epoch 1867 | loss: 0.0311048 | val_loss: 0.0311628 | Time: 3888.43 ms [2022-03-21 02:08:16 main:574] : INFO : Epoch 1868 | loss: 0.0311088 | val_loss: 0.0311671 | Time: 4069.31 ms [2022-03-21 02:08:19 main:574] : INFO : Epoch 1869 | loss: 0.031111 | val_loss: 0.0311578 | Time: 3885.84 ms [2022-03-21 02:08:23 main:574] : INFO : Epoch 1870 | loss: 0.0311057 | val_loss: 0.03116 | Time: 3886.54 ms [2022-03-21 02:08:27 main:574] : INFO : Epoch 1871 | loss: 0.0311031 | val_loss: 0.0311662 | Time: 3860.02 ms [2022-03-21 02:08:31 main:574] : INFO : Epoch 1872 | loss: 0.0311033 | val_loss: 0.031167 | Time: 3895.52 ms [2022-03-21 02:08:35 main:574] : INFO : Epoch 1873 | loss: 0.0311033 | val_loss: 0.0311633 | Time: 3955.25 ms [2022-03-21 02:08:39 main:574] : INFO : Epoch 1874 | loss: 0.0311054 | val_loss: 0.0311666 | Time: 3871.38 ms [2022-03-21 02:08:43 main:574] : INFO : Epoch 1875 | loss: 0.0311023 | val_loss: 0.0311798 | Time: 3891.44 ms [2022-03-21 02:08:47 main:574] : INFO : Epoch 1876 | loss: 0.0311064 | val_loss: 0.0311719 | Time: 4060.7 ms [2022-03-21 02:08:51 main:574] : INFO : Epoch 1877 | loss: 0.0311033 | val_loss: 0.0311669 | Time: 3888.91 ms [2022-03-21 02:08:55 main:574] : INFO : Epoch 1878 | loss: 0.0311006 | val_loss: 0.0311736 | Time: 4058.29 ms [2022-03-21 02:08:59 main:574] : INFO : Epoch 1879 | loss: 0.0310991 | val_loss: 0.0311623 | Time: 3898.33 ms [2022-03-21 02:09:03 main:574] : INFO : Epoch 1880 | loss: 0.0310966 | val_loss: 0.0311708 | Time: 3892.25 ms [2022-03-21 02:09:07 main:574] : INFO : Epoch 1881 | loss: 0.0310961 | val_loss: 0.03117 | Time: 3911.98 ms [2022-03-21 02:09:11 main:574] : INFO : Epoch 1882 | loss: 0.0310972 | val_loss: 0.031167 | Time: 3920.42 ms [2022-03-21 02:09:15 main:574] : INFO : Epoch 1883 | loss: 0.0310949 | val_loss: 0.0311688 | Time: 4092.74 ms [2022-03-21 02:09:19 main:574] : INFO : Epoch 1884 | loss: 0.031097 | val_loss: 0.0311782 | Time: 3872.04 ms [2022-03-21 02:09:23 main:574] : INFO : Epoch 1885 | loss: 0.0310996 | val_loss: 0.0311719 | Time: 3887.02 ms [2022-03-21 02:09:27 main:574] : INFO : Epoch 1886 | loss: 0.0310941 | val_loss: 0.0311789 | Time: 3914.51 ms [2022-03-21 02:09:31 main:574] : INFO : Epoch 1887 | loss: 0.0310923 | val_loss: 0.0311649 | Time: 3887.84 ms [2022-03-21 02:09:35 main:574] : INFO : Epoch 1888 | loss: 0.0310908 | val_loss: 0.0311677 | Time: 3917.64 ms [2022-03-21 02:09:39 main:574] : INFO : Epoch 1889 | loss: 0.0310901 | val_loss: 0.0311667 | Time: 3896.66 ms [2022-03-21 02:09:43 main:574] : INFO : Epoch 1890 | loss: 0.0310906 | val_loss: 0.0311733 | Time: 3869.75 ms [2022-03-21 02:09:47 main:574] : INFO : Epoch 1891 | loss: 0.0310909 | val_loss: 0.031162 | Time: 4056.36 ms [2022-03-21 02:09:51 main:574] : INFO : Epoch 1892 | loss: 0.0310904 | val_loss: 0.0311707 | Time: 3810.99 ms [2022-03-21 02:09:55 main:574] : INFO : Epoch 1893 | loss: 0.0310899 | val_loss: 0.0311662 | Time: 4031.78 ms [2022-03-21 02:09:59 main:574] : INFO : Epoch 1894 | loss: 0.0310923 | val_loss: 0.0311664 | Time: 3935.43 ms [2022-03-21 02:10:03 main:574] : INFO : Epoch 1895 | loss: 0.0310916 | val_loss: 0.0311752 | Time: 4118.95 ms [2022-03-21 02:10:07 main:574] : INFO : Epoch 1896 | loss: 0.0310917 | val_loss: 0.0311694 | Time: 4099.03 ms [2022-03-21 02:10:11 main:574] : INFO : Epoch 1897 | loss: 0.0310934 | val_loss: 0.0311742 | Time: 3891.53 ms [2022-03-21 02:10:15 main:574] : INFO : Epoch 1898 | loss: 0.0310911 | val_loss: 0.0311666 | Time: 4262.95 ms [2022-03-21 02:10:19 main:574] : INFO : Epoch 1899 | loss: 0.0310938 | val_loss: 0.0311674 | Time: 3889.24 ms [2022-03-21 02:10:23 main:574] : INFO : Epoch 1900 | loss: 0.0310951 | val_loss: 0.0311584 | Time: 3865.44 ms [2022-03-21 02:10:27 main:574] : INFO : Epoch 1901 | loss: 0.0310975 | val_loss: 0.0311648 | Time: 4002.7 ms [2022-03-21 02:10:31 main:574] : INFO : Epoch 1902 | loss: 0.031093 | val_loss: 0.0311606 | Time: 3926.69 ms [2022-03-21 02:10:35 main:574] : INFO : Epoch 1903 | loss: 0.0310933 | val_loss: 0.0311654 | Time: 4028.97 ms [2022-03-21 02:10:39 main:574] : INFO : Epoch 1904 | loss: 0.0310916 | val_loss: 0.0311657 | Time: 3895.74 ms [2022-03-21 02:10:43 main:574] : INFO : Epoch 1905 | loss: 0.0310913 | val_loss: 0.0311646 | Time: 3908.1 ms [2022-03-21 02:10:47 main:574] : INFO : Epoch 1906 | loss: 0.0310916 | val_loss: 0.031163 | Time: 4035.7 ms [2022-03-21 02:10:51 main:574] : INFO : Epoch 1907 | loss: 0.0310918 | val_loss: 0.0311627 | Time: 3862.75 ms [2022-03-21 02:10:56 main:574] : INFO : Epoch 1908 | loss: 0.0310872 | val_loss: 0.0311628 | Time: 4160.51 ms [2022-03-21 02:10:59 main:574] : INFO : Epoch 1909 | loss: 0.0310877 | val_loss: 0.0311705 | Time: 3896.57 ms [2022-03-21 02:11:03 main:574] : INFO : Epoch 1910 | loss: 0.0310881 | val_loss: 0.0311709 | Time: 3895.97 ms [2022-03-21 02:11:08 main:574] : INFO : Epoch 1911 | loss: 0.0310823 | val_loss: 0.0311754 | Time: 4056.34 ms [2022-03-21 02:11:12 main:574] : INFO : Epoch 1912 | loss: 0.031084 | val_loss: 0.0311761 | Time: 4158.03 ms [2022-03-21 02:11:16 main:574] : INFO : Epoch 1913 | loss: 0.0310846 | val_loss: 0.0311697 | Time: 3947.49 ms [2022-03-21 02:11:20 main:574] : INFO : Epoch 1914 | loss: 0.0310908 | val_loss: 0.0311667 | Time: 3799.53 ms [2022-03-21 02:11:24 main:574] : INFO : Epoch 1915 | loss: 0.0310858 | val_loss: 0.0311691 | Time: 3922.81 ms [2022-03-21 02:11:28 main:574] : INFO : Epoch 1916 | loss: 0.0310859 | val_loss: 0.0311694 | Time: 4114.42 ms [2022-03-21 02:11:32 main:574] : INFO : Epoch 1917 | loss: 0.0310847 | val_loss: 0.031176 | Time: 3894.92 ms [2022-03-21 02:11:36 main:574] : INFO : Epoch 1918 | loss: 0.0310823 | val_loss: 0.0311731 | Time: 4033.24 ms [2022-03-21 02:11:40 main:574] : INFO : Epoch 1919 | loss: 0.0310803 | val_loss: 0.0311738 | Time: 3934.89 ms [2022-03-21 02:11:44 main:574] : INFO : Epoch 1920 | loss: 0.0310816 | val_loss: 0.0311771 | Time: 3895.6 ms [2022-03-21 02:11:48 main:574] : INFO : Epoch 1921 | loss: 0.0310805 | val_loss: 0.0311751 | Time: 4106.34 ms [2022-03-21 02:11:52 main:574] : INFO : Epoch 1922 | loss: 0.0310814 | val_loss: 0.0311633 | Time: 3896.23 ms [2022-03-21 02:11:56 main:574] : INFO : Epoch 1923 | loss: 0.0310797 | val_loss: 0.0311679 | Time: 3928.54 ms [2022-03-21 02:12:00 main:574] : INFO : Epoch 1924 | loss: 0.031078 | val_loss: 0.031166 | Time: 3886.7 ms [2022-03-21 02:12:04 main:574] : INFO : Epoch 1925 | loss: 0.0310802 | val_loss: 0.0311837 | Time: 3958.4 ms [2022-03-21 02:12:08 main:574] : INFO : Epoch 1926 | loss: 0.0310867 | val_loss: 0.0311651 | Time: 4475.48 ms [2022-03-21 02:12:12 main:574] : INFO : Epoch 1927 | loss: 0.0310862 | val_loss: 0.0311672 | Time: 3909.41 ms [2022-03-21 02:12:16 main:574] : INFO : Epoch 1928 | loss: 0.0310814 | val_loss: 0.03117 | Time: 3999.19 ms [2022-03-21 02:12:20 main:574] : INFO : Epoch 1929 | loss: 0.0310809 | val_loss: 0.0311724 | Time: 3892.74 ms [2022-03-21 02:12:24 main:574] : INFO : Epoch 1930 | loss: 0.0310814 | val_loss: 0.0311652 | Time: 3889.25 ms [2022-03-21 02:12:28 main:574] : INFO : Epoch 1931 | loss: 0.0310835 | val_loss: 0.0311667 | Time: 4058.94 ms [2022-03-21 02:12:32 main:574] : INFO : Epoch 1932 | loss: 0.0310806 | val_loss: 0.0311727 | Time: 3870.15 ms [2022-03-21 02:12:36 main:574] : INFO : Epoch 1933 | loss: 0.0310784 | val_loss: 0.031174 | Time: 3899.26 ms [2022-03-21 02:12:40 main:574] : INFO : Epoch 1934 | loss: 0.0310763 | val_loss: 0.0311753 | Time: 3893.06 ms [2022-03-21 02:12:44 main:574] : INFO : Epoch 1935 | loss: 0.0310758 | val_loss: 0.0311802 | Time: 3900.32 ms [2022-03-21 02:12:48 main:574] : INFO : Epoch 1936 | loss: 0.0310781 | val_loss: 0.0311785 | Time: 3960.38 ms [2022-03-21 02:12:52 main:574] : INFO : Epoch 1937 | loss: 0.0310757 | val_loss: 0.03117 | Time: 3900.87 ms [2022-03-21 02:12:56 main:574] : INFO : Epoch 1938 | loss: 0.0310751 | val_loss: 0.0311744 | Time: 3922.64 ms [2022-03-21 02:13:00 main:574] : INFO : Epoch 1939 | loss: 0.0310758 | val_loss: 0.0311731 | Time: 3897.39 ms [2022-03-21 02:13:04 main:574] : INFO : Epoch 1940 | loss: 0.0310797 | val_loss: 0.0311742 | Time: 3894.96 ms [2022-03-21 02:13:08 main:574] : INFO : Epoch 1941 | loss: 0.0310804 | val_loss: 0.0311814 | Time: 4100.84 ms [2022-03-21 02:13:12 main:574] : INFO : Epoch 1942 | loss: 0.0310793 | val_loss: 0.0311767 | Time: 4276.83 ms [2022-03-21 02:13:17 main:574] : INFO : Epoch 1943 | loss: 0.0310929 | val_loss: 0.0311708 | Time: 4266.14 ms [2022-03-21 02:13:21 main:574] : INFO : Epoch 1944 | loss: 0.0311109 | val_loss: 0.0311734 | Time: 3899.03 ms [2022-03-21 02:13:25 main:574] : INFO : Epoch 1945 | loss: 0.0311044 | val_loss: 0.0311673 | Time: 3893.57 ms [2022-03-21 02:13:29 main:574] : INFO : Epoch 1946 | loss: 0.0310928 | val_loss: 0.0311653 | Time: 3921.6 ms [2022-03-21 02:13:32 main:574] : INFO : Epoch 1947 | loss: 0.0310931 | val_loss: 0.0311669 | Time: 3881.48 ms [2022-03-21 02:13:37 main:574] : INFO : Epoch 1948 | loss: 0.0310889 | val_loss: 0.0311695 | Time: 3979.45 ms [2022-03-21 02:13:40 main:574] : INFO : Epoch 1949 | loss: 0.0310926 | val_loss: 0.0311655 | Time: 3895.41 ms [2022-03-21 02:13:44 main:574] : INFO : Epoch 1950 | loss: 0.0311079 | val_loss: 0.0311636 | Time: 3886.67 ms [2022-03-21 02:13:48 main:574] : INFO : Epoch 1951 | loss: 0.0311055 | val_loss: 0.0311643 | Time: 3841.68 ms [2022-03-21 02:13:52 main:574] : INFO : Epoch 1952 | loss: 0.0310945 | val_loss: 0.0311632 | Time: 3855.39 ms [2022-03-21 02:13:56 main:574] : INFO : Epoch 1953 | loss: 0.0310874 | val_loss: 0.0311732 | Time: 3854.55 ms [2022-03-21 02:14:00 main:574] : INFO : Epoch 1954 | loss: 0.0310847 | val_loss: 0.0311759 | Time: 3907.34 ms [2022-03-21 02:14:04 main:574] : INFO : Epoch 1955 | loss: 0.0310875 | val_loss: 0.031171 | Time: 3892.82 ms [2022-03-21 02:14:08 main:574] : INFO : Epoch 1956 | loss: 0.0310903 | val_loss: 0.0311714 | Time: 4096.5 ms [2022-03-21 02:14:12 main:574] : INFO : Epoch 1957 | loss: 0.0310958 | val_loss: 0.0311714 | Time: 3896.82 ms [2022-03-21 02:14:16 main:574] : INFO : Epoch 1958 | loss: 0.0311228 | val_loss: 0.0311677 | Time: 3905.15 ms [2022-03-21 02:14:20 main:574] : INFO : Epoch 1959 | loss: 0.0311136 | val_loss: 0.0311713 | Time: 3905.05 ms [2022-03-21 02:14:24 main:574] : INFO : Epoch 1960 | loss: 0.0311117 | val_loss: 0.0311663 | Time: 3944.98 ms [2022-03-21 02:14:28 main:574] : INFO : Epoch 1961 | loss: 0.0311091 | val_loss: 0.0311629 | Time: 3992.05 ms [2022-03-21 02:14:32 main:574] : INFO : Epoch 1962 | loss: 0.0311051 | val_loss: 0.0311658 | Time: 3920.56 ms [2022-03-21 02:14:36 main:574] : INFO : Epoch 1963 | loss: 0.0310993 | val_loss: 0.0311706 | Time: 4036.38 ms [2022-03-21 02:14:40 main:574] : INFO : Epoch 1964 | loss: 0.0310946 | val_loss: 0.0311704 | Time: 3896.31 ms [2022-03-21 02:14:44 main:574] : INFO : Epoch 1965 | loss: 0.0310924 | val_loss: 0.0311728 | Time: 3853.49 ms [2022-03-21 02:14:48 main:574] : INFO : Epoch 1966 | loss: 0.0310914 | val_loss: 0.0311729 | Time: 4069.63 ms [2022-03-21 02:14:52 main:574] : INFO : Epoch 1967 | loss: 0.0310918 | val_loss: 0.0311727 | Time: 3891 ms [2022-03-21 02:14:56 main:574] : INFO : Epoch 1968 | loss: 0.0310919 | val_loss: 0.0311707 | Time: 3876.05 ms [2022-03-21 02:15:00 main:574] : INFO : Epoch 1969 | loss: 0.0310946 | val_loss: 0.0311732 | Time: 3838.91 ms [2022-03-21 02:15:04 main:574] : INFO : Epoch 1970 | loss: 0.0311009 | val_loss: 0.0311557 | Time: 3905.77 ms [2022-03-21 02:15:08 main:574] : INFO : Epoch 1971 | loss: 0.0310933 | val_loss: 0.0311652 | Time: 3853.44 ms [2022-03-21 02:15:12 main:574] : INFO : Epoch 1972 | loss: 0.0310897 | val_loss: 0.031164 | Time: 4653.54 ms [2022-03-21 02:15:17 main:574] : INFO : Epoch 1973 | loss: 0.0310885 | val_loss: 0.0311661 | Time: 4181.33 ms [2022-03-21 02:15:21 main:574] : INFO : Epoch 1974 | loss: 0.0310889 | val_loss: 0.0311643 | Time: 3892.36 ms [2022-03-21 02:15:25 main:574] : INFO : Epoch 1975 | loss: 0.0310924 | val_loss: 0.0311803 | Time: 3882.2 ms [2022-03-21 02:15:29 main:574] : INFO : Epoch 1976 | loss: 0.0310904 | val_loss: 0.0311702 | Time: 4055.89 ms [2022-03-21 02:15:33 main:574] : INFO : Epoch 1977 | loss: 0.0310871 | val_loss: 0.031179 | Time: 3880.77 ms [2022-03-21 02:15:37 main:574] : INFO : Epoch 1978 | loss: 0.0310908 | val_loss: 0.0311691 | Time: 3948.01 ms [2022-03-21 02:15:41 main:574] : INFO : Epoch 1979 | loss: 0.0310974 | val_loss: 0.0311781 | Time: 4059.76 ms [2022-03-21 02:15:45 main:574] : INFO : Epoch 1980 | loss: 0.0310954 | val_loss: 0.0311746 | Time: 3899.48 ms [2022-03-21 02:15:49 main:574] : INFO : Epoch 1981 | loss: 0.0310916 | val_loss: 0.031174 | Time: 3879.39 ms [2022-03-21 02:15:53 main:574] : INFO : Epoch 1982 | loss: 0.0310911 | val_loss: 0.0311812 | Time: 3913.85 ms [2022-03-21 02:15:57 main:574] : INFO : Epoch 1983 | loss: 0.0310929 | val_loss: 0.0311707 | Time: 4018.93 ms [2022-03-21 02:16:01 main:574] : INFO : Epoch 1984 | loss: 0.031093 | val_loss: 0.0311664 | Time: 3875.23 ms [2022-03-21 02:16:05 main:574] : INFO : Epoch 1985 | loss: 0.0310867 | val_loss: 0.031164 | Time: 3913.59 ms [2022-03-21 02:16:09 main:574] : INFO : Epoch 1986 | loss: 0.0310859 | val_loss: 0.0311657 | Time: 4082.02 ms [2022-03-21 02:16:13 main:574] : INFO : Epoch 1987 | loss: 0.0310817 | val_loss: 0.031173 | Time: 4542.45 ms [2022-03-21 02:16:17 main:574] : INFO : Epoch 1988 | loss: 0.0310805 | val_loss: 0.0311717 | Time: 3972.12 ms [2022-03-21 02:16:21 main:574] : INFO : Epoch 1989 | loss: 0.031081 | val_loss: 0.0311673 | Time: 3898.2 ms [2022-03-21 02:16:25 main:574] : INFO : Epoch 1990 | loss: 0.0310822 | val_loss: 0.0311692 | Time: 3971.68 ms [2022-03-21 02:16:29 main:574] : INFO : Epoch 1991 | loss: 0.0310841 | val_loss: 0.0311724 | Time: 3896.23 ms [2022-03-21 02:16:33 main:574] : INFO : Epoch 1992 | loss: 0.0310824 | val_loss: 0.0311712 | Time: 3889.27 ms [2022-03-21 02:16:37 main:574] : INFO : Epoch 1993 | loss: 0.0311212 | val_loss: 0.0311708 | Time: 4086.6 ms [2022-03-21 02:16:41 main:574] : INFO : Epoch 1994 | loss: 0.0311114 | val_loss: 0.0311635 | Time: 3873.85 ms [2022-03-21 02:16:45 main:574] : INFO : Epoch 1995 | loss: 0.0311005 | val_loss: 0.0311669 | Time: 3803.75 ms [2022-03-21 02:16:49 main:574] : INFO : Epoch 1996 | loss: 0.0310979 | val_loss: 0.0311734 | Time: 3969.72 ms [2022-03-21 02:16:53 main:574] : INFO : Epoch 1997 | loss: 0.031098 | val_loss: 0.0311699 | Time: 3895.9 ms [2022-03-21 02:16:57 main:574] : INFO : Epoch 1998 | loss: 0.031093 | val_loss: 0.031161 | Time: 4180.9 ms [2022-03-21 02:17:01 main:574] : INFO : Epoch 1999 | loss: 0.031091 | val_loss: 0.0311633 | Time: 3849.35 ms [2022-03-21 02:17:05 main:574] : INFO : Epoch 2000 | loss: 0.0310893 | val_loss: 0.0311649 | Time: 3782.08 ms [2022-03-21 02:17:09 main:574] : INFO : Epoch 2001 | loss: 0.0310864 | val_loss: 0.0311649 | Time: 3938.29 ms [2022-03-21 02:17:13 main:574] : INFO : Epoch 2002 | loss: 0.0310924 | val_loss: 0.0311736 | Time: 4113.74 ms [2022-03-21 02:17:18 main:574] : INFO : Epoch 2003 | loss: 0.0310938 | val_loss: 0.0311622 | Time: 4247.79 ms [2022-03-21 02:17:21 main:574] : INFO : Epoch 2004 | loss: 0.0310932 | val_loss: 0.0311688 | Time: 3890.29 ms [2022-03-21 02:17:25 main:574] : INFO : Epoch 2005 | loss: 0.0310934 | val_loss: 0.0311569 | Time: 3847.08 ms [2022-03-21 02:17:29 main:574] : INFO : Epoch 2006 | loss: 0.0310853 | val_loss: 0.0311674 | Time: 3875.09 ms [2022-03-21 02:17:33 main:574] : INFO : Epoch 2007 | loss: 0.0310824 | val_loss: 0.0311689 | Time: 3871.27 ms [2022-03-21 02:17:37 main:574] : INFO : Epoch 2008 | loss: 0.0310793 | val_loss: 0.0311723 | Time: 3893.66 ms [2022-03-21 02:17:41 main:574] : INFO : Epoch 2009 | loss: 0.0310855 | val_loss: 0.0311611 | Time: 3893.04 ms [2022-03-21 02:17:45 main:574] : INFO : Epoch 2010 | loss: 0.0310851 | val_loss: 0.0311666 | Time: 3886.61 ms [2022-03-21 02:17:49 main:574] : INFO : Epoch 2011 | loss: 0.0310821 | val_loss: 0.0311666 | Time: 3897.03 ms [2022-03-21 02:17:53 main:574] : INFO : Epoch 2012 | loss: 0.0310794 | val_loss: 0.031169 | Time: 3860.17 ms [2022-03-21 02:17:57 main:574] : INFO : Epoch 2013 | loss: 0.0310791 | val_loss: 0.0311689 | Time: 4047.85 ms [2022-03-21 02:18:01 main:574] : INFO : Epoch 2014 | loss: 0.0310783 | val_loss: 0.0311756 | Time: 3882.56 ms [2022-03-21 02:18:05 main:574] : INFO : Epoch 2015 | loss: 0.0310792 | val_loss: 0.0311716 | Time: 3903.56 ms [2022-03-21 02:18:09 main:574] : INFO : Epoch 2016 | loss: 0.0310747 | val_loss: 0.0311741 | Time: 3859 ms [2022-03-21 02:18:13 main:574] : INFO : Epoch 2017 | loss: 0.0310777 | val_loss: 0.0311669 | Time: 4060.17 ms [2022-03-21 02:18:17 main:574] : INFO : Epoch 2018 | loss: 0.0310767 | val_loss: 0.0311715 | Time: 3894.56 ms [2022-03-21 02:18:21 main:574] : INFO : Epoch 2019 | loss: 0.031079 | val_loss: 0.0311781 | Time: 3886.63 ms [2022-03-21 02:18:25 main:574] : INFO : Epoch 2020 | loss: 0.0310783 | val_loss: 0.0311692 | Time: 3843.16 ms [2022-03-21 02:18:29 main:574] : INFO : Epoch 2021 | loss: 0.0310831 | val_loss: 0.0311675 | Time: 3972.1 ms [2022-03-21 02:18:33 main:574] : INFO : Epoch 2022 | loss: 0.0310874 | val_loss: 0.0311755 | Time: 3890.67 ms [2022-03-21 02:18:37 main:574] : INFO : Epoch 2023 | loss: 0.0310929 | val_loss: 0.0311704 | Time: 4115.41 ms [2022-03-21 02:18:41 main:574] : INFO : Epoch 2024 | loss: 0.0310882 | val_loss: 0.0311685 | Time: 3810.13 ms [2022-03-21 02:18:45 main:574] : INFO : Epoch 2025 | loss: 0.0310878 | val_loss: 0.0311628 | Time: 3849.33 ms [2022-03-21 02:18:49 main:574] : INFO : Epoch 2026 | loss: 0.0310863 | val_loss: 0.0311628 | Time: 3927.49 ms [2022-03-21 02:18:53 main:574] : INFO : Epoch 2027 | loss: 0.0310841 | val_loss: 0.0311762 | Time: 3895.47 ms [2022-03-21 02:18:57 main:574] : INFO : Epoch 2028 | loss: 0.0310912 | val_loss: 0.0311628 | Time: 4000.45 ms [2022-03-21 02:19:01 main:574] : INFO : Epoch 2029 | loss: 0.0310875 | val_loss: 0.0311627 | Time: 3894.73 ms [2022-03-21 02:19:04 main:574] : INFO : Epoch 2030 | loss: 0.0310851 | val_loss: 0.0311718 | Time: 3863.91 ms [2022-03-21 02:19:08 main:574] : INFO : Epoch 2031 | loss: 0.0310865 | val_loss: 0.0311604 | Time: 3961.61 ms [2022-03-21 02:19:12 main:574] : INFO : Epoch 2032 | loss: 0.0310932 | val_loss: 0.0311786 | Time: 3787.75 ms [2022-03-21 02:19:16 main:574] : INFO : Epoch 2033 | loss: 0.0310864 | val_loss: 0.0311791 | Time: 3888.73 ms [2022-03-21 02:19:20 main:574] : INFO : Epoch 2034 | loss: 0.031089 | val_loss: 0.0311645 | Time: 3883.25 ms [2022-03-21 02:19:24 main:574] : INFO : Epoch 2035 | loss: 0.031088 | val_loss: 0.0311635 | Time: 3860.62 ms [2022-03-21 02:19:28 main:574] : INFO : Epoch 2036 | loss: 0.0310866 | val_loss: 0.0311634 | Time: 3995.13 ms [2022-03-21 02:19:32 main:574] : INFO : Epoch 2037 | loss: 0.0310835 | val_loss: 0.031167 | Time: 3895.81 ms [2022-03-21 02:19:36 main:574] : INFO : Epoch 2038 | loss: 0.0310816 | val_loss: 0.0311675 | Time: 3748.7 ms [2022-03-21 02:19:40 main:574] : INFO : Epoch 2039 | loss: 0.0310803 | val_loss: 0.0311679 | Time: 3900.35 ms [2022-03-21 02:19:44 main:574] : INFO : Epoch 2040 | loss: 0.0310785 | val_loss: 0.0311736 | Time: 3894.38 ms [2022-03-21 02:19:48 main:574] : INFO : Epoch 2041 | loss: 0.0310781 | val_loss: 0.0311755 | Time: 3865.18 ms [2022-03-21 02:19:52 main:574] : INFO : Epoch 2042 | loss: 0.0310772 | val_loss: 0.0311693 | Time: 3898.71 ms [2022-03-21 02:19:56 main:574] : INFO : Epoch 2043 | loss: 0.0310771 | val_loss: 0.0311715 | Time: 3933.28 ms [2022-03-21 02:20:00 main:574] : INFO : Epoch 2044 | loss: 0.0310777 | val_loss: 0.03117 | Time: 3899.65 ms [2022-03-21 02:20:04 main:574] : INFO : Epoch 2045 | loss: 0.0310752 | val_loss: 0.0311734 | Time: 3950.93 ms [2022-03-21 02:20:08 main:574] : INFO : Epoch 2046 | loss: 0.0310744 | val_loss: 0.0311797 | Time: 4044.51 ms [2022-03-21 02:20:12 main:574] : INFO : Epoch 2047 | loss: 0.0310801 | val_loss: 0.0311843 | Time: 4245.62 ms [2022-03-21 02:20:16 main:574] : INFO : Epoch 2048 | loss: 0.0310843 | val_loss: 0.0311725 | Time: 4208.68 ms [2022-03-21 02:20:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311725 [2022-03-21 02:20:16 main:603] : INFO : Saving end state to config to file [2022-03-21 02:20:16 main:608] : INFO : Success, exiting.. 02:20:16 (6368): 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)