Task 14547337
| Name | ParityModified-1647048257-1798-2-0_1 |
| Workunit | 11258740 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 6:13:04 UTC |
| Report deadline | 16 Apr 2022, 6:13:04 UTC |
| Received | 8 Apr 2022, 12:50:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21599 |
| Run time | 2 hours 9 min 6 sec |
| CPU time | 2 hours 4 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,880.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 26 main:574] : INFO : Epoch 1542 | loss: 0.0311162 | val_loss: 0.0311381 | Time: 3559.77 ms [2022-04-08 07:18:29 main:574] : INFO : Epoch 1543 | loss: 0.0311128 | val_loss: 0.0311319 | Time: 3641.99 ms [2022-04-08 07:18:33 main:574] : INFO : Epoch 1544 | loss: 0.0311117 | val_loss: 0.03114 | Time: 3620.18 ms [2022-04-08 07:18:36 main:574] : INFO : Epoch 1545 | loss: 0.0311139 | val_loss: 0.0311339 | Time: 3576.84 ms [2022-04-08 07:18:40 main:574] : INFO : Epoch 1546 | loss: 0.0311137 | val_loss: 0.0311341 | Time: 3609.32 ms [2022-04-08 07:18:44 main:574] : INFO : Epoch 1547 | loss: 0.0311118 | val_loss: 0.0311277 | Time: 3620.28 ms [2022-04-08 07:18:47 main:574] : INFO : Epoch 1548 | loss: 0.0311116 | val_loss: 0.0311312 | Time: 3658.57 ms [2022-04-08 07:18:51 main:574] : INFO : Epoch 1549 | loss: 0.0311119 | val_loss: 0.0311297 | Time: 3614.87 ms [2022-04-08 07:18:55 main:574] : INFO : Epoch 1550 | loss: 0.0311092 | val_loss: 0.0311324 | Time: 3651.92 ms [2022-04-08 07:18:58 main:574] : INFO : Epoch 1551 | loss: 0.0311093 | val_loss: 0.0311328 | Time: 3680.35 ms [2022-04-08 07:19:02 main:574] : INFO : Epoch 1552 | loss: 0.0311088 | val_loss: 0.0311277 | Time: 3576.93 ms [2022-04-08 07:19:05 main:574] : INFO : Epoch 1553 | loss: 0.0311059 | val_loss: 0.031133 | Time: 3618.73 ms [2022-04-08 07:19:09 main:574] : INFO : Epoch 1554 | loss: 0.0311104 | val_loss: 0.031128 | Time: 3587.71 ms [2022-04-08 07:19:13 main:574] : INFO : Epoch 1555 | loss: 0.0311049 | val_loss: 0.0311276 | Time: 3576.11 ms [2022-04-08 07:19:16 main:574] : INFO : Epoch 1556 | loss: 0.0311068 | val_loss: 0.0311323 | Time: 3628.03 ms [2022-04-08 07:19:20 main:574] : INFO : Epoch 1557 | loss: 0.031105 | val_loss: 0.0311319 | Time: 3624.04 ms [2022-04-08 07:19:24 main:574] : INFO : Epoch 1558 | loss: 0.0311014 | val_loss: 0.031135 | Time: 4016.94 ms [2022-04-08 07:19:28 main:574] : INFO : Epoch 1559 | loss: 0.0311021 | val_loss: 0.0311323 | Time: 3863.85 ms [2022-04-08 07:19:32 main:574] : INFO : Epoch 1560 | loss: 0.0311006 | val_loss: 0.0311258 | Time: 3945.99 ms [2022-04-08 07:19:36 main:574] : INFO : Epoch 1561 | loss: 0.0311008 | val_loss: 0.0311248 | Time: 3914.8 ms [2022-04-08 07:19:40 main:574] : INFO : Epoch 1562 | loss: 0.0310975 | val_loss: 0.031132 | Time: 3852.9 ms [2022-04-08 07:19:43 main:574] : INFO : Epoch 1563 | loss: 0.0310946 | val_loss: 0.0311278 | Time: 3856.39 ms [2022-04-08 07:19:47 main:574] : INFO : Epoch 1564 | loss: 0.0310919 | val_loss: 0.0311266 | Time: 3873.82 ms [2022-04-08 07:19:51 main:574] : INFO : Epoch 1565 | loss: 0.0310931 | val_loss: 0.0311324 | Time: 3865.41 ms [2022-04-08 07:19:55 main:574] : INFO : Epoch 1566 | loss: 0.0310951 | val_loss: 0.0311273 | Time: 3896.01 ms [2022-04-08 07:19:59 main:574] : INFO : Epoch 1567 | loss: 0.0310896 | val_loss: 0.031125 | Time: 3973.57 ms [2022-04-08 07:20:03 main:574] : INFO : Epoch 1568 | loss: 0.031089 | val_loss: 0.0311343 | Time: 3837.57 ms [2022-04-08 07:20:07 main:574] : INFO : Epoch 1569 | loss: 0.0310899 | val_loss: 0.0311252 | Time: 3865.21 ms [2022-04-08 07:20:11 main:574] : INFO : Epoch 1570 | loss: 0.0310883 | val_loss: 0.0311279 | Time: 3901.1 ms [2022-04-08 07:20:14 main:574] : INFO : Epoch 1571 | loss: 0.0310939 | val_loss: 0.0311292 | Time: 3824.05 ms [2022-04-08 07:20:18 main:574] : INFO : Epoch 1572 | loss: 0.0310929 | val_loss: 0.0311257 | Time: 3865.85 ms [2022-04-08 07:20:22 main:574] : INFO : Epoch 1573 | loss: 0.0310913 | val_loss: 0.0311285 | Time: 3833.35 ms [2022-04-08 07:20:26 main:574] : INFO : Epoch 1574 | loss: 0.03109 | val_loss: 0.0311369 | Time: 4071.77 ms [2022-04-08 07:20:30 main:574] : INFO : Epoch 1575 | loss: 0.0310923 | val_loss: 0.0311321 | Time: 3836.09 ms [2022-04-08 07:20:34 main:574] : INFO : Epoch 1576 | loss: 0.0310874 | val_loss: 0.0311274 | Time: 3930.6 ms [2022-04-08 07:20:38 main:574] : INFO : Epoch 1577 | loss: 0.0310916 | val_loss: 0.0311287 | Time: 3922.7 ms [2022-04-08 07:20:42 main:574] : INFO : Epoch 1578 | loss: 0.031089 | val_loss: 0.0311266 | Time: 3874.5 ms [2022-04-08 07:20:46 main:574] : INFO : Epoch 1579 | loss: 0.0310878 | val_loss: 0.0311308 | Time: 3837.17 ms [2022-04-08 07:20:50 main:574] : INFO : Epoch 1580 | loss: 0.0310948 | val_loss: 0.0311292 | Time: 3934.2 ms [2022-04-08 07:20:53 main:574] : INFO : Epoch 1581 | loss: 0.0310933 | val_loss: 0.0311339 | Time: 3878.77 ms [2022-04-08 07:20:57 main:574] : INFO : Epoch 1582 | loss: 0.0310903 | val_loss: 0.0311335 | Time: 3872.98 ms [2022-04-08 07:21:01 main:574] : INFO : Epoch 1583 | loss: 0.0310893 | val_loss: 0.0311321 | Time: 3919.38 ms [2022-04-08 07:21:05 main:574] : INFO : Epoch 1584 | loss: 0.0310866 | val_loss: 0.0311346 | Time: 3883.54 ms [2022-04-08 07:21:09 main:574] : INFO : Epoch 1585 | loss: 0.0310922 | val_loss: 0.0311291 | Time: 3950.65 ms [2022-04-08 07:21:13 main:574] : INFO : Epoch 1586 | loss: 0.0310881 | val_loss: 0.0311237 | Time: 3832.08 ms [2022-04-08 07:21:17 main:574] : INFO : Epoch 1587 | loss: 0.0310863 | val_loss: 0.031129 | Time: 3855.34 ms [2022-04-08 07:21:21 main:574] : INFO : Epoch 1588 | loss: 0.0310878 | val_loss: 0.0311221 | Time: 3847.77 ms [2022-04-08 07:21:24 main:574] : INFO : Epoch 1589 | loss: 0.0310885 | val_loss: 0.0311279 | Time: 3806.97 ms [2022-04-08 07:21:28 main:574] : INFO : Epoch 1590 | loss: 0.0310864 | val_loss: 0.0311275 | Time: 3846.85 ms [2022-04-08 07:21:32 main:574] : INFO : Epoch 1591 | loss: 0.0310858 | val_loss: 0.0311291 | Time: 3813.14 ms [2022-04-08 07:21:36 main:574] : INFO : Epoch 1592 | loss: 0.0310889 | val_loss: 0.0311333 | Time: 3807.62 ms [2022-04-08 07:21:40 main:574] : INFO : Epoch 1593 | loss: 0.0310901 | val_loss: 0.031129 | Time: 3869.92 ms [2022-04-08 07:21:44 main:574] : INFO : Epoch 1594 | loss: 0.0310893 | val_loss: 0.0311318 | Time: 3828.89 ms [2022-04-08 07:21:47 main:574] : INFO : Epoch 1595 | loss: 0.0310849 | val_loss: 0.0311284 | Time: 3870.6 ms [2022-04-08 07:21:51 main:574] : INFO : Epoch 1596 | loss: 0.0310852 | val_loss: 0.0311339 | Time: 3802.57 ms [2022-04-08 07:21:55 main:574] : INFO : Epoch 1597 | loss: 0.031085 | val_loss: 0.0311339 | Time: 3860.25 ms [2022-04-08 07:21:59 main:574] : INFO : Epoch 1598 | loss: 0.031085 | val_loss: 0.0311286 | Time: 3833.66 ms [2022-04-08 07:22:03 main:574] : INFO : Epoch 1599 | loss: 0.031081 | val_loss: 0.0311334 | Time: 3875.09 ms [2022-04-08 07:22:07 main:574] : INFO : Epoch 1600 | loss: 0.0310811 | val_loss: 0.0311259 | Time: 3907.66 ms [2022-04-08 07:22:11 main:574] : INFO : Epoch 1601 | loss: 0.0310821 | val_loss: 0.0311365 | Time: 3798.42 ms [2022-04-08 07:22:14 main:574] : INFO : Epoch 1602 | loss: 0.0310797 | val_loss: 0.0311216 | Time: 3820.97 ms [2022-04-08 07:22:18 main:574] : INFO : Epoch 1603 | loss: 0.0310794 | val_loss: 0.0311343 | Time: 3872.47 ms [2022-04-08 07:22:22 main:574] : INFO : Epoch 1604 | loss: 0.0310796 | val_loss: 0.0311289 | Time: 3827.46 ms [2022-04-08 07:22:26 main:574] : INFO : Epoch 1605 | loss: 0.0310794 | val_loss: 0.0311271 | Time: 3844.26 ms [2022-04-08 07:22:30 main:574] : INFO : Epoch 1606 | loss: 0.0310787 | val_loss: 0.031131 | Time: 3855.52 ms [2022-04-08 07:22:34 main:574] : INFO : Epoch 1607 | loss: 0.0310816 | val_loss: 0.0311296 | Time: 3831.64 ms [2022-04-08 07:22:37 main:574] : INFO : Epoch 1608 | loss: 0.0310842 | val_loss: 0.0311306 | Time: 3724.65 ms [2022-04-08 07:22:41 main:574] : INFO : Epoch 1609 | loss: 0.0310814 | val_loss: 0.0311286 | Time: 3848.96 ms [2022-04-08 07:22:45 main:574] : INFO : Epoch 1610 | loss: 0.0310814 | val_loss: 0.0311293 | Time: 3873.28 ms [2022-04-08 07:22:49 main:574] : INFO : Epoch 1611 | loss: 0.0310778 | val_loss: 0.0311305 | Time: 3824.24 ms [2022-04-08 07:22:53 main:574] : INFO : Epoch 1612 | loss: 0.031083 | val_loss: 0.0311303 | Time: 3816.38 ms [2022-04-08 07:22:57 main:574] : INFO : Epoch 1613 | loss: 0.0310821 | val_loss: 0.031134 | Time: 3873.79 ms [2022-04-08 07:23:00 main:574] : INFO : Epoch 1614 | loss: 0.0310891 | val_loss: 0.0311248 | Time: 3809.75 ms [2022-04-08 07:23:04 main:574] : INFO : Epoch 1615 | loss: 0.03109 | val_loss: 0.0311294 | Time: 3880.79 ms [2022-04-08 07:23:08 main:574] : INFO : Epoch 1616 | loss: 0.0310869 | val_loss: 0.031123 | Time: 3855.53 ms [2022-04-08 07:23:12 main:574] : INFO : Epoch 1617 | loss: 0.0310827 | val_loss: 0.0311264 | Time: 3923.24 ms [2022-04-08 07:23:16 main:574] : INFO : Epoch 1618 | loss: 0.031083 | val_loss: 0.0311287 | Time: 3788.94 ms [2022-04-08 07:23:20 main:574] : INFO : Epoch 1619 | loss: 0.0310825 | val_loss: 0.031125 | Time: 3852.89 ms [2022-04-08 07:23:24 main:574] : INFO : Epoch 1620 | loss: 0.0310854 | val_loss: 0.0311291 | Time: 3858.91 ms [2022-04-08 07:23:27 main:574] : INFO : Epoch 1621 | loss: 0.0310826 | val_loss: 0.0311306 | Time: 3824.08 ms [2022-04-08 07:23:31 main:574] : INFO : Epoch 1622 | loss: 0.0310845 | val_loss: 0.0311307 | Time: 3844.39 ms [2022-04-08 07:23:35 main:574] : INFO : Epoch 1623 | loss: 0.0310907 | val_loss: 0.0311251 | Time: 3858.15 ms [2022-04-08 07:23:39 main:574] : INFO : Epoch 1624 | loss: 0.0310848 | val_loss: 0.0311343 | Time: 3868.47 ms [2022-04-08 07:23:43 main:574] : INFO : Epoch 1625 | loss: 0.0310791 | val_loss: 0.0311299 | Time: 3855.97 ms [2022-04-08 07:23:47 main:574] : INFO : Epoch 1626 | loss: 0.0310766 | val_loss: 0.0311262 | Time: 3899.71 ms [2022-04-08 07:23:51 main:574] : INFO : Epoch 1627 | loss: 0.0310788 | val_loss: 0.0311273 | Time: 3810.81 ms [2022-04-08 07:23:54 main:574] : INFO : Epoch 1628 | loss: 0.031079 | val_loss: 0.031122 | Time: 3895.59 ms [2022-04-08 07:23:58 main:574] : INFO : Epoch 1629 | loss: 0.0310812 | val_loss: 0.0311281 | Time: 3928.23 ms [2022-04-08 07:24:02 main:574] : INFO : Epoch 1630 | loss: 0.0310822 | val_loss: 0.0311272 | Time: 3866.99 ms [2022-04-08 07:24:06 main:574] : INFO : Epoch 1631 | loss: 0.031083 | val_loss: 0.0311301 | Time: 3904.5 ms [2022-04-08 07:24:10 main:574] : INFO : Epoch 1632 | loss: 0.0310803 | val_loss: 0.0311373 | Time: 3948.05 ms [2022-04-08 07:24:14 main:574] : INFO : Epoch 1633 | loss: 0.0310777 | val_loss: 0.0311272 | Time: 3977.73 ms [2022-04-08 07:24:18 main:574] : INFO : Epoch 1634 | loss: 0.0310772 | val_loss: 0.0311259 | Time: 3842.22 ms [2022-04-08 07:24:22 main:574] : INFO : Epoch 1635 | loss: 0.0310846 | val_loss: 0.0311345 | Time: 3843.8 ms [2022-04-08 07:24:26 main:574] : INFO : Epoch 1636 | loss: 0.0311187 | val_loss: 0.0311342 | Time: 3931.44 ms [2022-04-08 07:24:30 main:574] : INFO : Epoch 1637 | loss: 0.0311138 | val_loss: 0.0311313 | Time: 3887.81 ms [2022-04-08 07:24:33 main:574] : INFO : Epoch 1638 | loss: 0.0311111 | val_loss: 0.0311293 | Time: 3896.81 ms [2022-04-08 07:24:37 main:574] : INFO : Epoch 1639 | loss: 0.0311032 | val_loss: 0.0311288 | Time: 3954.04 ms [2022-04-08 07:24:41 main:574] : INFO : Epoch 1640 | loss: 0.0311012 | val_loss: 0.0311247 | Time: 3833.65 ms [2022-04-08 07:24:45 main:574] : INFO : Epoch 1641 | loss: 0.0310991 | val_loss: 0.0311242 | Time: 3787.51 ms [2022-04-08 07:24:49 main:574] : INFO : Epoch 1642 | loss: 0.031097 | val_loss: 0.0311188 | Time: 3949.56 ms [2022-04-08 07:24:53 main:574] : INFO : Epoch 1643 | loss: 0.0310929 | val_loss: 0.0311229 | Time: 3853.14 ms [2022-04-08 07:24:57 main:574] : INFO : Epoch 1644 | loss: 0.0310906 | val_loss: 0.0311186 | Time: 3841.73 ms [2022-04-08 07:25:01 main:574] : INFO : Epoch 1645 | loss: 0.031094 | val_loss: 0.0311275 | Time: 3879.01 ms [2022-04-08 07:25:04 main:574] : INFO : Epoch 1646 | loss: 0.0310945 | val_loss: 0.031116 | Time: 3859.02 ms [2022-04-08 07:25:08 main:574] : INFO : Epoch 1647 | loss: 0.0310937 | val_loss: 0.0311196 | Time: 3843.26 ms [2022-04-08 07:25:12 main:574] : INFO : Epoch 1648 | loss: 0.0310934 | val_loss: 0.0311205 | Time: 3872.46 ms [2022-04-08 07:25:16 main:574] : INFO : Epoch 1649 | loss: 0.0310935 | val_loss: 0.0311242 | Time: 3911.38 ms [2022-04-08 07:25:20 main:574] : INFO : Epoch 1650 | loss: 0.0310923 | val_loss: 0.0311235 | Time: 3869.48 ms [2022-04-08 07:25:24 main:574] : INFO : Epoch 1651 | loss: 0.031089 | val_loss: 0.0311186 | Time: 3875.58 ms [2022-04-08 07:25:28 main:574] : INFO : Epoch 1652 | loss: 0.0310881 | val_loss: 0.0311258 | Time: 3850.09 ms [2022-04-08 07:25:32 main:574] : INFO : Epoch 1653 | loss: 0.031092 | val_loss: 0.0311194 | Time: 3807.88 ms [2022-04-08 07:25:35 main:574] : INFO : Epoch 1654 | loss: 0.0310888 | val_loss: 0.0311193 | Time: 3904.12 ms [2022-04-08 07:25:39 main:574] : INFO : Epoch 1655 | loss: 0.0310887 | val_loss: 0.0311173 | Time: 3869.64 ms [2022-04-08 07:25:43 main:574] : INFO : Epoch 1656 | loss: 0.0310879 | val_loss: 0.0311149 | Time: 3895.92 ms [2022-04-08 07:25:47 main:574] : INFO : Epoch 1657 | loss: 0.0310859 | val_loss: 0.031119 | Time: 3828.99 ms [2022-04-08 07:25:51 main:574] : INFO : Epoch 1658 | loss: 0.0310868 | val_loss: 0.0311227 | Time: 3940.27 ms [2022-04-08 07:25:55 main:574] : INFO : Epoch 1659 | loss: 0.0310877 | val_loss: 0.031127 | Time: 3719.14 ms [2022-04-08 07:25:58 main:574] : INFO : Epoch 1660 | loss: 0.0310855 | val_loss: 0.0311218 | Time: 3765.27 ms [2022-04-08 07:26:02 main:574] : INFO : Epoch 1661 | loss: 0.0310826 | val_loss: 0.0311217 | Time: 3808.65 ms [2022-04-08 07:26:06 main:574] : INFO : Epoch 1662 | loss: 0.031084 | val_loss: 0.0311261 | Time: 3889.65 ms [2022-04-08 07:26:10 main:574] : INFO : Epoch 1663 | loss: 0.0310822 | val_loss: 0.0311261 | Time: 3829.16 ms [2022-04-08 07:26:14 main:574] : INFO : Epoch 1664 | loss: 0.031087 | val_loss: 0.0311286 | Time: 3901.16 ms [2022-04-08 07:26:18 main:574] : INFO : Epoch 1665 | loss: 0.0310866 | val_loss: 0.0311279 | Time: 3843.71 ms [2022-04-08 07:26:22 main:574] : INFO : Epoch 1666 | loss: 0.0310904 | val_loss: 0.0311365 | Time: 3858.93 ms [2022-04-08 07:26:25 main:574] : INFO : Epoch 1667 | loss: 0.0310882 | val_loss: 0.0311256 | Time: 3763.17 ms [2022-04-08 07:26:29 main:574] : INFO : Epoch 1668 | loss: 0.0310838 | val_loss: 0.031127 | Time: 3802.3 ms [2022-04-08 07:26:33 main:574] : INFO : Epoch 1669 | loss: 0.0310828 | val_loss: 0.0311215 | Time: 3813.11 ms [2022-04-08 07:26:37 main:574] : INFO : Epoch 1670 | loss: 0.0310877 | val_loss: 0.0311249 | Time: 3790.82 ms [2022-04-08 07:26:41 main:574] : INFO : Epoch 1671 | loss: 0.0310884 | val_loss: 0.0311279 | Time: 3846.33 ms [2022-04-08 07:26:44 main:574] : INFO : Epoch 1672 | loss: 0.0310863 | val_loss: 0.031118 | Time: 3823.41 ms [2022-04-08 07:26:48 main:574] : INFO : Epoch 1673 | loss: 0.031082 | val_loss: 0.0311267 | Time: 3784.22 ms [2022-04-08 07:26:52 main:574] : INFO : Epoch 1674 | loss: 0.0310825 | val_loss: 0.0311246 | Time: 3796.87 ms [2022-04-08 07:26:56 main:574] : INFO : Epoch 1675 | loss: 0.0310835 | val_loss: 0.031121 | Time: 3870.19 ms [2022-04-08 07:27:00 main:574] : INFO : Epoch 1676 | loss: 0.031082 | val_loss: 0.0311229 | Time: 3856.8 ms [2022-04-08 07:27:04 main:574] : INFO : Epoch 1677 | loss: 0.0310792 | val_loss: 0.0311229 | Time: 3871.31 ms [2022-04-08 07:27:08 main:574] : INFO : Epoch 1678 | loss: 0.0310812 | val_loss: 0.0311263 | Time: 3908.9 ms [2022-04-08 07:27:11 main:574] : INFO : Epoch 1679 | loss: 0.0310811 | val_loss: 0.0311171 | Time: 3822.24 ms [2022-04-08 07:27:15 main:574] : INFO : Epoch 1680 | loss: 0.0310791 | val_loss: 0.0311282 | Time: 3880.38 ms [2022-04-08 07:27:19 main:574] : INFO : Epoch 1681 | loss: 0.0310799 | val_loss: 0.0311311 | Time: 3879.64 ms [2022-04-08 07:27:23 main:574] : INFO : Epoch 1682 | loss: 0.0310797 | val_loss: 0.0311361 | Time: 3887.77 ms [2022-04-08 07:27:27 main:574] : INFO : Epoch 1683 | loss: 0.031086 | val_loss: 0.0311295 | Time: 3841.2 ms [2022-04-08 07:27:31 main:574] : INFO : Epoch 1684 | loss: 0.0310907 | val_loss: 0.0311196 | Time: 3892.37 ms [2022-04-08 07:27:35 main:574] : INFO : Epoch 1685 | loss: 0.0310842 | val_loss: 0.0311218 | Time: 3839.4 ms [2022-04-08 07:27:38 main:574] : INFO : Epoch 1686 | loss: 0.0310812 | val_loss: 0.0311179 | Time: 3876.98 ms [2022-04-08 07:27:42 main:574] : INFO : Epoch 1687 | loss: 0.0310786 | val_loss: 0.0311253 | Time: 3958.68 ms [2022-04-08 07:27:46 main:574] : INFO : Epoch 1688 | loss: 0.0310769 | val_loss: 0.0311253 | Time: 3907.78 ms [2022-04-08 07:27:50 main:574] : INFO : Epoch 1689 | loss: 0.0310766 | val_loss: 0.0311267 | Time: 3911.52 ms [2022-04-08 07:27:54 main:574] : INFO : Epoch 1690 | loss: 0.0310746 | val_loss: 0.0311239 | Time: 3878.52 ms [2022-04-08 07:27:58 main:574] : INFO : Epoch 1691 | loss: 0.0310729 | val_loss: 0.0311353 | Time: 3848.45 ms [2022-04-08 07:28:02 main:574] : INFO : Epoch 1692 | loss: 0.0310783 | val_loss: 0.0311269 | Time: 3906 ms [2022-04-08 07:28:06 main:574] : INFO : Epoch 1693 | loss: 0.0310729 | val_loss: 0.0311221 | Time: 3888.19 ms [2022-04-08 07:28:10 main:574] : INFO : Epoch 1694 | loss: 0.0310767 | val_loss: 0.0311229 | Time: 3963.92 ms [2022-04-08 07:28:14 main:574] : INFO : Epoch 1695 | loss: 0.0310778 | val_loss: 0.0311162 | Time: 3894.38 ms [2022-04-08 07:28:17 main:574] : INFO : Epoch 1696 | loss: 0.0310744 | val_loss: 0.0311197 | Time: 3816.61 ms [2022-04-08 07:28:21 main:574] : INFO : Epoch 1697 | loss: 0.0310771 | val_loss: 0.0311207 | Time: 3908.85 ms [2022-04-08 07:28:25 main:574] : INFO : Epoch 1698 | loss: 0.031077 | val_loss: 0.0311211 | Time: 3858.28 ms [2022-04-08 07:28:29 main:574] : INFO : Epoch 1699 | loss: 0.0310757 | val_loss: 0.0311277 | Time: 3920.81 ms [2022-04-08 07:28:33 main:574] : INFO : Epoch 1700 | loss: 0.03108 | val_loss: 0.0311184 | Time: 3886.46 ms [2022-04-08 07:28:37 main:574] : INFO : Epoch 1701 | loss: 0.0310813 | val_loss: 0.0311154 | Time: 3863.9 ms [2022-04-08 07:28:41 main:574] : INFO : Epoch 1702 | loss: 0.0310756 | val_loss: 0.0311245 | Time: 3872.3 ms [2022-04-08 07:28:45 main:574] : INFO : Epoch 1703 | loss: 0.0310794 | val_loss: 0.0311242 | Time: 3871.04 ms [2022-04-08 07:28:49 main:574] : INFO : Epoch 1704 | loss: 0.0310916 | val_loss: 0.0311221 | Time: 3878.52 ms [2022-04-08 07:28:52 main:574] : INFO : Epoch 1705 | loss: 0.0310878 | val_loss: 0.0311262 | Time: 3778.64 ms [2022-04-08 07:28:56 main:574] : INFO : Epoch 1706 | loss: 0.0310816 | val_loss: 0.0311251 | Time: 3839.46 ms [2022-04-08 07:29:00 main:574] : INFO : Epoch 1707 | loss: 0.0310762 | val_loss: 0.0311238 | Time: 3894.44 ms [2022-04-08 07:29:04 main:574] : INFO : Epoch 1708 | loss: 0.0310756 | val_loss: 0.031117 | Time: 3888.54 ms [2022-04-08 07:29:08 main:574] : INFO : Epoch 1709 | loss: 0.031077 | val_loss: 0.0311262 | Time: 3827.52 ms [2022-04-08 07:29:12 main:574] : INFO : Epoch 1710 | loss: 0.0310753 | val_loss: 0.0311199 | Time: 3856.11 ms [2022-04-08 07:29:16 main:574] : INFO : Epoch 1711 | loss: 0.0310728 | val_loss: 0.0311222 | Time: 3853.24 ms [2022-04-08 07:29:19 main:574] : INFO : Epoch 1712 | loss: 0.0310754 | val_loss: 0.0311212 | Time: 3635.56 ms [2022-04-08 07:29:23 main:574] : INFO : Epoch 1713 | loss: 0.0310807 | val_loss: 0.0311184 | Time: 3585.76 ms [2022-04-08 07:29:26 main:574] : INFO : Epoch 1714 | loss: 0.0310843 | val_loss: 0.0311179 | Time: 3652.44 ms [2022-04-08 07:29:30 main:574] : INFO : Epoch 1715 | loss: 0.0310796 | val_loss: 0.0311158 | Time: 3600.22 ms [2022-04-08 07:29:34 main:574] : INFO : Epoch 1716 | loss: 0.0310771 | val_loss: 0.031119 | Time: 3543.42 ms [2022-04-08 07:29:37 main:574] : INFO : Epoch 1717 | loss: 0.0310765 | val_loss: 0.0311199 | Time: 3655.85 ms [2022-04-08 07:29:41 main:574] : INFO : Epoch 1718 | loss: 0.0310801 | val_loss: 0.0311455 | Time: 3625.4 ms [2022-04-08 07:29:44 main:574] : INFO : Epoch 1719 | loss: 0.0310787 | val_loss: 0.0311315 | Time: 3511.87 ms [2022-04-08 07:29:48 main:574] : INFO : Epoch 1720 | loss: 0.0310779 | val_loss: 0.0311243 | Time: 3571.9 ms [2022-04-08 07:29:52 main:574] : INFO : Epoch 1721 | loss: 0.0310735 | val_loss: 0.0311221 | Time: 3609.21 ms [2022-04-08 07:29:55 main:574] : INFO : Epoch 1722 | loss: 0.0310754 | val_loss: 0.0311281 | Time: 3597.19 ms [2022-04-08 07:29:59 main:574] : INFO : Epoch 1723 | loss: 0.0310711 | val_loss: 0.0311241 | Time: 3527.96 ms [2022-04-08 07:30:02 main:574] : INFO : Epoch 1724 | loss: 0.0310752 | val_loss: 0.0311215 | Time: 3566.59 ms [2022-04-08 07:30:06 main:574] : INFO : Epoch 1725 | loss: 0.031074 | val_loss: 0.0311218 | Time: 3524.64 ms [2022-04-08 07:30:09 main:574] : INFO : Epoch 1726 | loss: 0.0310713 | val_loss: 0.0311222 | Time: 3489.99 ms [2022-04-08 07:30:13 main:574] : INFO : Epoch 1727 | loss: 0.0310716 | val_loss: 0.031128 | Time: 3558.66 ms [2022-04-08 07:30:16 main:574] : INFO : Epoch 1728 | loss: 0.0310722 | val_loss: 0.0311221 | Time: 3568.1 ms [2022-04-08 07:30:20 main:574] : INFO : Epoch 1729 | loss: 0.0310693 | val_loss: 0.0311312 | Time: 3528.58 ms [2022-04-08 07:30:23 main:574] : INFO : Epoch 1730 | loss: 0.0310726 | val_loss: 0.03113 | Time: 3519.44 ms [2022-04-08 07:30:27 main:574] : INFO : Epoch 1731 | loss: 0.0311312 | val_loss: 0.0311586 | Time: 3593.2 ms [2022-04-08 07:30:31 main:574] : INFO : Epoch 1732 | loss: 0.0311519 | val_loss: 0.0311544 | Time: 3541.98 ms [2022-04-08 07:30:34 main:574] : INFO : Epoch 1733 | loss: 0.0311441 | val_loss: 0.0311493 | Time: 3574.58 ms [2022-04-08 07:30:38 main:574] : INFO : Epoch 1734 | loss: 0.0311372 | val_loss: 0.0311405 | Time: 3612.13 ms [2022-04-08 07:30:41 main:574] : INFO : Epoch 1735 | loss: 0.0311259 | val_loss: 0.031141 | Time: 3546.6 ms [2022-04-08 07:30:45 main:574] : INFO : Epoch 1736 | loss: 0.031121 | val_loss: 0.0311413 | Time: 3591.51 ms [2022-04-08 07:30:48 main:574] : INFO : Epoch 1737 | loss: 0.0311166 | val_loss: 0.0311375 | Time: 3578.2 ms [2022-04-08 07:30:52 main:574] : INFO : Epoch 1738 | loss: 0.0311141 | val_loss: 0.0311354 | Time: 3603.33 ms [2022-04-08 07:30:56 main:574] : INFO : Epoch 1739 | loss: 0.0311126 | val_loss: 0.0311382 | Time: 3590.38 ms [2022-04-08 07:30:59 main:574] : INFO : Epoch 1740 | loss: 0.0311126 | val_loss: 0.0311344 | Time: 3487.82 ms [2022-04-08 07:31:03 main:574] : INFO : Epoch 1741 | loss: 0.03111 | val_loss: 0.0311383 | Time: 3625.82 ms [2022-04-08 07:31:06 main:574] : INFO : Epoch 1742 | loss: 0.0311091 | val_loss: 0.0311378 | Time: 3596.25 ms [2022-04-08 07:31:10 main:574] : INFO : Epoch 1743 | loss: 0.0311082 | val_loss: 0.0311368 | Time: 3502.14 ms [2022-04-08 07:31:13 main:574] : INFO : Epoch 1744 | loss: 0.0311057 | val_loss: 0.0311358 | Time: 3547.34 ms [2022-04-08 07:31:17 main:574] : INFO : Epoch 1745 | loss: 0.0311072 | val_loss: 0.0311387 | Time: 3545.3 ms [2022-04-08 07:31:21 main:574] : INFO : Epoch 1746 | loss: 0.0311053 | val_loss: 0.0311341 | Time: 3578.64 ms [2022-04-08 07:31:24 main:574] : INFO : Epoch 1747 | loss: 0.0311047 | val_loss: 0.0311343 | Time: 3533.6 ms [2022-04-08 07:31:28 main:574] : INFO : Epoch 1748 | loss: 0.0311038 | val_loss: 0.0311397 | Time: 3555.17 ms [2022-04-08 07:31:31 main:574] : INFO : Epoch 1749 | loss: 0.0311382 | val_loss: 0.0311454 | Time: 3541.88 ms [2022-04-08 07:31:35 main:574] : INFO : Epoch 1750 | loss: 0.031138 | val_loss: 0.0311426 | Time: 3520.18 ms [2022-04-08 07:31:38 main:574] : INFO : Epoch 1751 | loss: 0.0311344 | val_loss: 0.0311438 | Time: 3564.71 ms [2022-04-08 07:31:42 main:574] : INFO : Epoch 1752 | loss: 0.0311306 | val_loss: 0.0311424 | Time: 3544.43 ms [2022-04-08 07:31:45 main:574] : INFO : Epoch 1753 | loss: 0.0311273 | val_loss: 0.0311398 | Time: 3495.05 ms [2022-04-08 07:31:49 main:574] : INFO : Epoch 1754 | loss: 0.0311242 | val_loss: 0.0311392 | Time: 3472.93 ms [2022-04-08 07:31:52 main:574] : INFO : Epoch 1755 | loss: 0.0311221 | val_loss: 0.0311397 | Time: 3569.04 ms [2022-04-08 07:31:56 main:574] : INFO : Epoch 1756 | loss: 0.0311224 | val_loss: 0.0311373 | Time: 3652.24 ms [2022-04-08 07:32:00 main:574] : INFO : Epoch 1757 | loss: 0.0311206 | val_loss: 0.0311362 | Time: 3611.91 ms [2022-04-08 07:32:03 main:574] : INFO : Epoch 1758 | loss: 0.0311187 | val_loss: 0.031139 | Time: 3600.85 ms [2022-04-08 07:32:07 main:574] : INFO : Epoch 1759 | loss: 0.0311175 | val_loss: 0.0311387 | Time: 3709.87 ms [2022-04-08 07:32:11 main:574] : INFO : Epoch 1760 | loss: 0.031116 | val_loss: 0.0311338 | Time: 3599.7 ms [2022-04-08 07:32:14 main:574] : INFO : Epoch 1761 | loss: 0.0311165 | val_loss: 0.0311369 | Time: 3607.1 ms [2022-04-08 07:32:18 main:574] : INFO : Epoch 1762 | loss: 0.0311136 | val_loss: 0.0311353 | Time: 3649.82 ms [2022-04-08 07:32:21 main:574] : INFO : Epoch 1763 | loss: 0.0311107 | val_loss: 0.03114 | Time: 3643.52 ms [2022-04-08 07:32:25 main:574] : INFO : Epoch 1764 | loss: 0.0311098 | val_loss: 0.0311368 | Time: 3531.94 ms [2022-04-08 07:32:29 main:574] : INFO : Epoch 1765 | loss: 0.0311085 | val_loss: 0.0311347 | Time: 3592.38 ms [2022-04-08 07:32:32 main:574] : INFO : Epoch 1766 | loss: 0.0311109 | val_loss: 0.0311396 | Time: 3608.99 ms [2022-04-08 07:32:36 main:574] : INFO : Epoch 1767 | loss: 0.0311235 | val_loss: 0.0311429 | Time: 3618.22 ms [2022-04-08 07:32:39 main:574] : INFO : Epoch 1768 | loss: 0.0311199 | val_loss: 0.0311498 | Time: 3553.5 ms [2022-04-08 07:32:43 main:574] : INFO : Epoch 1769 | loss: 0.0311156 | val_loss: 0.0311398 | Time: 3673.43 ms [2022-04-08 07:32:47 main:574] : INFO : Epoch 1770 | loss: 0.0311089 | val_loss: 0.0311405 | Time: 3649.94 ms [2022-04-08 07:32:50 main:574] : INFO : Epoch 1771 | loss: 0.0311074 | val_loss: 0.0311388 | Time: 3628.63 ms [2022-04-08 07:32:54 main:574] : INFO : Epoch 1772 | loss: 0.0311081 | val_loss: 0.0311343 | Time: 3575.4 ms [2022-04-08 07:32:58 main:574] : INFO : Epoch 1773 | loss: 0.0311068 | val_loss: 0.0311417 | Time: 3628.73 ms [2022-04-08 07:33:01 main:574] : INFO : Epoch 1774 | loss: 0.0311047 | val_loss: 0.0311384 | Time: 3553.74 ms [2022-04-08 07:33:05 main:574] : INFO : Epoch 1775 | loss: 0.031104 | val_loss: 0.0311388 | Time: 3526.09 ms [2022-04-08 07:33:08 main:574] : INFO : Epoch 1776 | loss: 0.0311028 | val_loss: 0.0311356 | Time: 3588.48 ms [2022-04-08 07:33:12 main:574] : INFO : Epoch 1777 | loss: 0.0311025 | val_loss: 0.0311394 | Time: 3567 ms [2022-04-08 07:33:15 main:574] : INFO : Epoch 1778 | loss: 0.0311013 | val_loss: 0.0311329 | Time: 3595.05 ms [2022-04-08 07:33:19 main:574] : INFO : Epoch 1779 | loss: 0.0311023 | val_loss: 0.0311344 | Time: 3554.34 ms [2022-04-08 07:33:23 main:574] : INFO : Epoch 1780 | loss: 0.0311001 | val_loss: 0.0311349 | Time: 3551.31 ms [2022-04-08 07:33:26 main:574] : INFO : Epoch 1781 | loss: 0.031099 | val_loss: 0.0311306 | Time: 3542.2 ms [2022-04-08 07:33:30 main:574] : INFO : Epoch 1782 | loss: 0.0310998 | val_loss: 0.0311421 | Time: 3540.29 ms [2022-04-08 07:33:33 main:574] : INFO : Epoch 1783 | loss: 0.0311007 | val_loss: 0.0311353 | Time: 3683.31 ms [2022-04-08 07:33:37 main:574] : INFO : Epoch 1784 | loss: 0.0310984 | val_loss: 0.0311379 | Time: 3525.68 ms [2022-04-08 07:33:40 main:574] : INFO : Epoch 1785 | loss: 0.0310997 | val_loss: 0.0311317 | Time: 3552.83 ms [2022-04-08 07:33:44 main:574] : INFO : Epoch 1786 | loss: 0.031097 | val_loss: 0.0311254 | Time: 3602.74 ms [2022-04-08 07:33:48 main:574] : INFO : Epoch 1787 | loss: 0.0310993 | val_loss: 0.0311326 | Time: 3548.77 ms [2022-04-08 07:33:51 main:574] : INFO : Epoch 1788 | loss: 0.031101 | val_loss: 0.031132 | Time: 3589.01 ms [2022-04-08 07:33:55 main:574] : INFO : Epoch 1789 | loss: 0.0311062 | val_loss: 0.0311336 | Time: 3502.41 ms [2022-04-08 07:33:58 main:574] : INFO : Epoch 1790 | loss: 0.0310983 | val_loss: 0.0311338 | Time: 3595.44 ms [2022-04-08 07:34:02 main:574] : INFO : Epoch 1791 | loss: 0.0310973 | val_loss: 0.0311361 | Time: 3584.76 ms [2022-04-08 07:34:05 main:574] : INFO : Epoch 1792 | loss: 0.0311067 | val_loss: 0.0311413 | Time: 3538.3 ms [2022-04-08 07:34:09 main:574] : INFO : Epoch 1793 | loss: 0.0311007 | val_loss: 0.031134 | Time: 3592.39 ms [2022-04-08 07:34:13 main:574] : INFO : Epoch 1794 | loss: 0.0310969 | val_loss: 0.0311332 | Time: 3620.41 ms [2022-04-08 07:34:16 main:574] : INFO : Epoch 1795 | loss: 0.0310958 | val_loss: 0.0311403 | Time: 3506.68 ms [2022-04-08 07:34:20 main:574] : INFO : Epoch 1796 | loss: 0.0310934 | val_loss: 0.0311363 | Time: 3549.04 ms [2022-04-08 07:34:23 main:574] : INFO : Epoch 1797 | loss: 0.031096 | val_loss: 0.0311405 | Time: 3578.33 ms [2022-04-08 07:34:27 main:574] : INFO : Epoch 1798 | loss: 0.0310972 | val_loss: 0.0311266 | Time: 3639.27 ms [2022-04-08 07:34:30 main:574] : INFO : Epoch 1799 | loss: 0.0310946 | val_loss: 0.0311362 | Time: 3536.84 ms [2022-04-08 07:34:34 main:574] : INFO : Epoch 1800 | loss: 0.0310964 | val_loss: 0.0311352 | Time: 3545.66 ms [2022-04-08 07:34:37 main:574] : INFO : Epoch 1801 | loss: 0.0310944 | val_loss: 0.0311341 | Time: 3517.51 ms [2022-04-08 07:34:41 main:574] : INFO : Epoch 1802 | loss: 0.0310945 | val_loss: 0.0311331 | Time: 3475.03 ms [2022-04-08 07:34:44 main:574] : INFO : Epoch 1803 | loss: 0.0310928 | val_loss: 0.0311304 | Time: 3486.53 ms [2022-04-08 07:34:48 main:574] : INFO : Epoch 1804 | loss: 0.0310934 | val_loss: 0.0311279 | Time: 3558.41 ms [2022-04-08 07:34:52 main:574] : INFO : Epoch 1805 | loss: 0.0310916 | val_loss: 0.0311313 | Time: 3617.76 ms [2022-04-08 07:34:55 main:574] : INFO : Epoch 1806 | loss: 0.0310903 | val_loss: 0.0311328 | Time: 3531.4 ms [2022-04-08 07:34:59 main:574] : INFO : Epoch 1807 | loss: 0.0310912 | val_loss: 0.0311366 | Time: 3512.82 ms [2022-04-08 07:35:02 main:574] : INFO : Epoch 1808 | loss: 0.0310923 | val_loss: 0.0311326 | Time: 3532.2 ms [2022-04-08 07:35:06 main:574] : INFO : Epoch 1809 | loss: 0.0310898 | val_loss: 0.0311304 | Time: 3511.33 ms [2022-04-08 07:35:09 main:574] : INFO : Epoch 1810 | loss: 0.0311002 | val_loss: 0.0311339 | Time: 3506.57 ms [2022-04-08 07:35:13 main:574] : INFO : Epoch 1811 | loss: 0.0311014 | val_loss: 0.0311402 | Time: 3552.57 ms [2022-04-08 07:35:16 main:574] : INFO : Epoch 1812 | loss: 0.0311047 | val_loss: 0.0311332 | Time: 3507.26 ms [2022-04-08 07:35:20 main:574] : INFO : Epoch 1813 | loss: 0.0310993 | val_loss: 0.0311284 | Time: 3504.66 ms [2022-04-08 07:35:23 main:574] : INFO : Epoch 1814 | loss: 0.031095 | val_loss: 0.0311305 | Time: 3512.51 ms [2022-04-08 07:35:27 main:574] : INFO : Epoch 1815 | loss: 0.0310968 | val_loss: 0.0311286 | Time: 3639.65 ms [2022-04-08 07:35:30 main:574] : INFO : Epoch 1816 | loss: 0.0310998 | val_loss: 0.0311347 | Time: 3543.29 ms [2022-04-08 07:35:34 main:574] : INFO : Epoch 1817 | loss: 0.0310977 | val_loss: 0.0311261 | Time: 3585.43 ms [2022-04-08 07:35:38 main:574] : INFO : Epoch 1818 | loss: 0.031095 | val_loss: 0.0311302 | Time: 3607.89 ms [2022-04-08 07:35:41 main:574] : INFO : Epoch 1819 | loss: 0.0310956 | val_loss: 0.0311245 | Time: 3608.94 ms [2022-04-08 07:35:45 main:574] : INFO : Epoch 1820 | loss: 0.0310892 | val_loss: 0.0311239 | Time: 3609.81 ms [2022-04-08 07:35:48 main:574] : INFO : Epoch 1821 | loss: 0.0310891 | val_loss: 0.0311275 | Time: 3609.6 ms [2022-04-08 07:35:52 main:574] : INFO : Epoch 1822 | loss: 0.0310996 | val_loss: 0.0311268 | Time: 3557.47 ms [2022-04-08 07:35:56 main:574] : INFO : Epoch 1823 | loss: 0.0310974 | val_loss: 0.031123 | Time: 3521.83 ms [2022-04-08 07:35:59 main:574] : INFO : Epoch 1824 | loss: 0.0310964 | val_loss: 0.0311202 | Time: 3586.85 ms [2022-04-08 07:36:03 main:574] : INFO : Epoch 1825 | loss: 0.0310931 | val_loss: 0.0311202 | Time: 3673.04 ms [2022-04-08 07:36:06 main:574] : INFO : Epoch 1826 | loss: 0.0310906 | val_loss: 0.0311242 | Time: 3519.88 ms [2022-04-08 07:36:10 main:574] : INFO : Epoch 1827 | loss: 0.0310881 | val_loss: 0.0311171 | Time: 3503.86 ms [2022-04-08 07:36:14 main:574] : INFO : Epoch 1828 | loss: 0.0310855 | val_loss: 0.0311153 | Time: 3644.98 ms [2022-04-08 07:36:17 main:574] : INFO : Epoch 1829 | loss: 0.0310851 | val_loss: 0.0311227 | Time: 3561.74 ms [2022-04-08 07:36:21 main:574] : INFO : Epoch 1830 | loss: 0.0310854 | val_loss: 0.0311242 | Time: 3534.19 ms [2022-04-08 07:36:24 main:574] : INFO : Epoch 1831 | loss: 0.0310883 | val_loss: 0.0311229 | Time: 3535.66 ms [2022-04-08 07:36:28 main:574] : INFO : Epoch 1832 | loss: 0.0310857 | val_loss: 0.0311264 | Time: 3637.45 ms [2022-04-08 07:36:31 main:574] : INFO : Epoch 1833 | loss: 0.0310862 | val_loss: 0.031131 | Time: 3559.01 ms [2022-04-08 07:36:35 main:574] : INFO : Epoch 1834 | loss: 0.0310908 | val_loss: 0.0311254 | Time: 3599.81 ms [2022-04-08 07:36:39 main:574] : INFO : Epoch 1835 | loss: 0.0310885 | val_loss: 0.0311192 | Time: 3568.76 ms [2022-04-08 07:36:42 main:574] : INFO : Epoch 1836 | loss: 0.0310868 | val_loss: 0.0311189 | Time: 3586.14 ms [2022-04-08 07:36:46 main:574] : INFO : Epoch 1837 | loss: 0.0310842 | val_loss: 0.0311231 | Time: 3518.19 ms [2022-04-08 07:36:49 main:574] : INFO : Epoch 1838 | loss: 0.031087 | val_loss: 0.031125 | Time: 3512.86 ms [2022-04-08 07:36:53 main:574] : INFO : Epoch 1839 | loss: 0.0310843 | val_loss: 0.031131 | Time: 3589.95 ms [2022-04-08 07:36:56 main:574] : INFO : Epoch 1840 | loss: 0.0310838 | val_loss: 0.0311421 | Time: 3552.04 ms [2022-04-08 07:37:00 main:574] : INFO : Epoch 1841 | loss: 0.0310854 | val_loss: 0.0311242 | Time: 3570.73 ms [2022-04-08 07:37:03 main:574] : INFO : Epoch 1842 | loss: 0.0310811 | val_loss: 0.0311266 | Time: 3595.31 ms [2022-04-08 07:37:07 main:574] : INFO : Epoch 1843 | loss: 0.0310901 | val_loss: 0.0311356 | Time: 3609.03 ms [2022-04-08 07:37:11 main:574] : INFO : Epoch 1844 | loss: 0.0310981 | val_loss: 0.0311278 | Time: 3518.63 ms [2022-04-08 07:37:14 main:574] : INFO : Epoch 1845 | loss: 0.0310901 | val_loss: 0.0311223 | Time: 3638.53 ms [2022-04-08 07:37:18 main:574] : INFO : Epoch 1846 | loss: 0.031087 | val_loss: 0.0311263 | Time: 3590.08 ms [2022-04-08 07:37:21 main:574] : INFO : Epoch 1847 | loss: 0.0310844 | val_loss: 0.031124 | Time: 3642.02 ms [2022-04-08 07:37:25 main:574] : INFO : Epoch 1848 | loss: 0.0310834 | val_loss: 0.0311212 | Time: 3586.97 ms [2022-04-08 07:37:29 main:574] : INFO : Epoch 1849 | loss: 0.0310875 | val_loss: 0.0311254 | Time: 3540.81 ms [2022-04-08 07:37:32 main:574] : INFO : Epoch 1850 | loss: 0.0310844 | val_loss: 0.0311182 | Time: 3581.44 ms [2022-04-08 07:37:36 main:574] : INFO : Epoch 1851 | loss: 0.0310841 | val_loss: 0.0311229 | Time: 3534.14 ms [2022-04-08 07:37:39 main:574] : INFO : Epoch 1852 | loss: 0.0310851 | val_loss: 0.0311328 | Time: 3667.61 ms [2022-04-08 07:37:43 main:574] : INFO : Epoch 1853 | loss: 0.0310802 | val_loss: 0.0311245 | Time: 3602.53 ms [2022-04-08 07:37:47 main:574] : INFO : Epoch 1854 | loss: 0.0310794 | val_loss: 0.0311256 | Time: 3588.85 ms [2022-04-08 07:37:50 main:574] : INFO : Epoch 1855 | loss: 0.031081 | val_loss: 0.0311248 | Time: 3580.42 ms [2022-04-08 07:37:54 main:574] : INFO : Epoch 1856 | loss: 0.0310795 | val_loss: 0.0311245 | Time: 3645.86 ms [2022-04-08 07:37:58 main:574] : INFO : Epoch 1857 | loss: 0.0310798 | val_loss: 0.031126 | Time: 3737.26 ms [2022-04-08 07:38:01 main:574] : INFO : Epoch 1858 | loss: 0.0310794 | val_loss: 0.0311294 | Time: 3555.92 ms [2022-04-08 07:38:05 main:574] : INFO : Epoch 1859 | loss: 0.031084 | val_loss: 0.031123 | Time: 3570.58 ms [2022-04-08 07:38:08 main:574] : INFO : Epoch 1860 | loss: 0.0310808 | val_loss: 0.0311241 | Time: 3635.25 ms [2022-04-08 07:38:12 main:574] : INFO : Epoch 1861 | loss: 0.0310799 | val_loss: 0.0311238 | Time: 3520.85 ms [2022-04-08 07:38:15 main:574] : INFO : Epoch 1862 | loss: 0.0310819 | val_loss: 0.0311287 | Time: 3570.51 ms [2022-04-08 07:38:19 main:574] : INFO : Epoch 1863 | loss: 0.0310817 | val_loss: 0.0311291 | Time: 3555.93 ms [2022-04-08 07:38:23 main:574] : INFO : Epoch 1864 | loss: 0.0310822 | val_loss: 0.0311228 | Time: 3929.23 ms [2022-04-08 07:38:27 main:574] : INFO : Epoch 1865 | loss: 0.0310815 | val_loss: 0.0311217 | Time: 3920.9 ms [2022-04-08 07:38:31 main:574] : INFO : Epoch 1866 | loss: 0.0310803 | val_loss: 0.0311277 | Time: 3839.78 ms [2022-04-08 07:38:35 main:574] : INFO : Epoch 1867 | loss: 0.0310798 | val_loss: 0.031129 | Time: 3823.83 ms [2022-04-08 07:38:38 main:574] : INFO : Epoch 1868 | loss: 0.0310779 | val_loss: 0.0311237 | Time: 3905.43 ms [2022-04-08 07:38:42 main:574] : INFO : Epoch 1869 | loss: 0.0310774 | val_loss: 0.03112 | Time: 3899.55 ms [2022-04-08 07:38:46 main:574] : INFO : Epoch 1870 | loss: 0.0310766 | val_loss: 0.0311215 | Time: 3950.1 ms [2022-04-08 07:38:50 main:574] : INFO : Epoch 1871 | loss: 0.0310778 | val_loss: 0.0311272 | Time: 3828.33 ms [2022-04-08 07:38:54 main:574] : INFO : Epoch 1872 | loss: 0.0310784 | val_loss: 0.0311177 | Time: 3880.11 ms [2022-04-08 07:38:58 main:574] : INFO : Epoch 1873 | loss: 0.0310822 | val_loss: 0.0311276 | Time: 3947.42 ms [2022-04-08 07:39:02 main:574] : INFO : Epoch 1874 | loss: 0.0310811 | val_loss: 0.0311231 | Time: 3849.71 ms [2022-04-08 07:39:06 main:574] : INFO : Epoch 1875 | loss: 0.0310814 | val_loss: 0.0311249 | Time: 3831.82 ms [2022-04-08 07:39:10 main:574] : INFO : Epoch 1876 | loss: 0.0310823 | val_loss: 0.031125 | Time: 3987.69 ms [2022-04-08 07:39:13 main:574] : INFO : Epoch 1877 | loss: 0.0310897 | val_loss: 0.031121 | Time: 3818.48 ms [2022-04-08 07:39:17 main:574] : INFO : Epoch 1878 | loss: 0.0310885 | val_loss: 0.0311194 | Time: 3876.2 ms [2022-04-08 07:39:21 main:574] : INFO : Epoch 1879 | loss: 0.0310864 | val_loss: 0.0311182 | Time: 3876.91 ms [2022-04-08 07:39:25 main:574] : INFO : Epoch 1880 | loss: 0.0310823 | val_loss: 0.0311269 | Time: 3879.64 ms [2022-04-08 07:39:29 main:574] : INFO : Epoch 1881 | loss: 0.0310832 | val_loss: 0.0311173 | Time: 3844.01 ms [2022-04-08 07:39:33 main:574] : INFO : Epoch 1882 | loss: 0.0310799 | val_loss: 0.0311163 | Time: 3882.3 ms [2022-04-08 07:39:37 main:574] : INFO : Epoch 1883 | loss: 0.0310762 | val_loss: 0.0311306 | Time: 3946.36 ms [2022-04-08 07:39:41 main:574] : INFO : Epoch 1884 | loss: 0.0310798 | val_loss: 0.0311163 | Time: 3860.23 ms [2022-04-08 07:39:45 main:574] : INFO : Epoch 1885 | loss: 0.0310816 | val_loss: 0.0311194 | Time: 3943.32 ms [2022-04-08 07:39:48 main:574] : INFO : Epoch 1886 | loss: 0.0310822 | val_loss: 0.0311222 | Time: 3922.77 ms [2022-04-08 07:39:52 main:574] : INFO : Epoch 1887 | loss: 0.031083 | val_loss: 0.0311277 | Time: 3902.23 ms [2022-04-08 07:39:56 main:574] : INFO : Epoch 1888 | loss: 0.0310802 | val_loss: 0.0311192 | Time: 3871.36 ms [2022-04-08 07:40:00 main:574] : INFO : Epoch 1889 | loss: 0.0310799 | val_loss: 0.0311175 | Time: 3909.47 ms [2022-04-08 07:40:04 main:574] : INFO : Epoch 1890 | loss: 0.0310796 | val_loss: 0.031125 | Time: 3888.06 ms [2022-04-08 07:40:08 main:574] : INFO : Epoch 1891 | loss: 0.0310785 | val_loss: 0.0311185 | Time: 3905.88 ms [2022-04-08 07:40:12 main:574] : INFO : Epoch 1892 | loss: 0.0310764 | val_loss: 0.0311267 | Time: 3910.28 ms [2022-04-08 07:40:16 main:574] : INFO : Epoch 1893 | loss: 0.031077 | val_loss: 0.0311229 | Time: 3849.7 ms [2022-04-08 07:40:20 main:574] : INFO : Epoch 1894 | loss: 0.0310859 | val_loss: 0.0311278 | Time: 3848.1 ms [2022-04-08 07:40:23 main:574] : INFO : Epoch 1895 | loss: 0.0310919 | val_loss: 0.0311262 | Time: 3867.48 ms [2022-04-08 07:40:27 main:574] : INFO : Epoch 1896 | loss: 0.0310899 | val_loss: 0.031118 | Time: 3901.54 ms [2022-04-08 07:40:31 main:574] : INFO : Epoch 1897 | loss: 0.0310865 | val_loss: 0.0311221 | Time: 3888.32 ms [2022-04-08 07:40:35 main:574] : INFO : Epoch 1898 | loss: 0.0310816 | val_loss: 0.0311206 | Time: 3920.04 ms [2022-04-08 07:40:39 main:574] : INFO : Epoch 1899 | loss: 0.0310785 | val_loss: 0.0311288 | Time: 3881.25 ms [2022-04-08 07:40:43 main:574] : INFO : Epoch 1900 | loss: 0.0310818 | val_loss: 0.0311224 | Time: 3832.27 ms [2022-04-08 07:40:47 main:574] : INFO : Epoch 1901 | loss: 0.0310806 | val_loss: 0.0311138 | Time: 3881.77 ms [2022-04-08 07:40:51 main:574] : INFO : Epoch 1902 | loss: 0.0310793 | val_loss: 0.0311319 | Time: 3970.07 ms [2022-04-08 07:40:55 main:574] : INFO : Epoch 1903 | loss: 0.0310778 | val_loss: 0.0311145 | Time: 3851.25 ms [2022-04-08 07:40:58 main:574] : INFO : Epoch 1904 | loss: 0.0310783 | val_loss: 0.0311155 | Time: 3846.27 ms [2022-04-08 07:41:02 main:574] : INFO : Epoch 1905 | loss: 0.0310765 | val_loss: 0.0311225 | Time: 3876.84 ms [2022-04-08 07:41:06 main:574] : INFO : Epoch 1906 | loss: 0.0310757 | val_loss: 0.0311247 | Time: 3855.05 ms [2022-04-08 07:41:10 main:574] : INFO : Epoch 1907 | loss: 0.031075 | val_loss: 0.0311194 | Time: 3864.94 ms [2022-04-08 07:41:14 main:574] : INFO : Epoch 1908 | loss: 0.0310776 | val_loss: 0.0311222 | Time: 3921.53 ms [2022-04-08 07:41:18 main:574] : INFO : Epoch 1909 | loss: 0.0310761 | val_loss: 0.0311641 | Time: 3906.77 ms [2022-04-08 07:41:22 main:574] : INFO : Epoch 1910 | loss: 0.0310998 | val_loss: 0.0311214 | Time: 3921.87 ms [2022-04-08 07:41:26 main:574] : INFO : Epoch 1911 | loss: 0.0310911 | val_loss: 0.0311144 | Time: 3854.59 ms [2022-04-08 07:41:30 main:574] : INFO : Epoch 1912 | loss: 0.0310909 | val_loss: 0.0311257 | Time: 3945.89 ms [2022-04-08 07:41:33 main:574] : INFO : Epoch 1913 | loss: 0.0310879 | val_loss: 0.0311185 | Time: 3876.94 ms [2022-04-08 07:41:37 main:574] : INFO : Epoch 1914 | loss: 0.0310892 | val_loss: 0.0311212 | Time: 3907 ms [2022-04-08 07:41:41 main:574] : INFO : Epoch 1915 | loss: 0.0310826 | val_loss: 0.0311268 | Time: 3943.1 ms [2022-04-08 07:41:45 main:574] : INFO : Epoch 1916 | loss: 0.0310789 | val_loss: 0.0311211 | Time: 3869.14 ms [2022-04-08 07:41:49 main:574] : INFO : Epoch 1917 | loss: 0.0310783 | val_loss: 0.031122 | Time: 3853.64 ms [2022-04-08 07:41:53 main:574] : INFO : Epoch 1918 | loss: 0.031077 | val_loss: 0.0311247 | Time: 3940.52 ms [2022-04-08 07:41:57 main:574] : INFO : Epoch 1919 | loss: 0.031077 | val_loss: 0.0311155 | Time: 3852.38 ms [2022-04-08 07:42:01 main:574] : INFO : Epoch 1920 | loss: 0.0310741 | val_loss: 0.0311203 | Time: 3853.92 ms [2022-04-08 07:42:05 main:574] : INFO : Epoch 1921 | loss: 0.0310751 | val_loss: 0.0311157 | Time: 3884.07 ms [2022-04-08 07:42:09 main:574] : INFO : Epoch 1922 | loss: 0.0310772 | val_loss: 0.0311256 | Time: 4017.48 ms [2022-04-08 07:42:13 main:574] : INFO : Epoch 1923 | loss: 0.0310859 | val_loss: 0.0311226 | Time: 3911.59 ms [2022-04-08 07:42:16 main:574] : INFO : Epoch 1924 | loss: 0.0310838 | val_loss: 0.031117 | Time: 3894.14 ms [2022-04-08 07:42:20 main:574] : INFO : Epoch 1925 | loss: 0.0310939 | val_loss: 0.0311169 | Time: 3927.3 ms [2022-04-08 07:42:24 main:574] : INFO : Epoch 1926 | loss: 0.0328575 | val_loss: 0.0393741 | Time: 3861.88 ms [2022-04-08 07:42:28 main:574] : INFO : Epoch 1927 | loss: 0.0375101 | val_loss: 0.0346118 | Time: 3855.88 ms [2022-04-08 07:42:32 main:574] : INFO : Epoch 1928 | loss: 0.0324885 | val_loss: 0.0318216 | Time: 3904.38 ms [2022-04-08 07:42:36 main:574] : INFO : Epoch 1929 | loss: 0.0314733 | val_loss: 0.0313114 | Time: 3846.9 ms [2022-04-08 07:42:40 main:574] : INFO : Epoch 1930 | loss: 0.0312891 | val_loss: 0.0312616 | Time: 3889.06 ms [2022-04-08 07:42:44 main:574] : INFO : Epoch 1931 | loss: 0.0312551 | val_loss: 0.0312469 | Time: 3894.67 ms [2022-04-08 07:42:47 main:574] : INFO : Epoch 1932 | loss: 0.0312458 | val_loss: 0.0312421 | Time: 3862.76 ms [2022-04-08 07:42:51 main:574] : INFO : Epoch 1933 | loss: 0.0312401 | val_loss: 0.031235 | Time: 3822.04 ms [2022-04-08 07:42:55 main:574] : INFO : Epoch 1934 | loss: 0.0312326 | val_loss: 0.0312262 | Time: 3985.86 ms [2022-04-08 07:42:59 main:574] : INFO : Epoch 1935 | loss: 0.0312259 | val_loss: 0.0312183 | Time: 3914.82 ms [2022-04-08 07:43:03 main:574] : INFO : Epoch 1936 | loss: 0.0312169 | val_loss: 0.0312092 | Time: 3854.12 ms [2022-04-08 07:43:07 main:574] : INFO : Epoch 1937 | loss: 0.0312081 | val_loss: 0.0312018 | Time: 3908 ms [2022-04-08 07:43:11 main:574] : INFO : Epoch 1938 | loss: 0.0312002 | val_loss: 0.0311944 | Time: 3858.75 ms [2022-04-08 07:43:15 main:574] : INFO : Epoch 1939 | loss: 0.0311933 | val_loss: 0.0311884 | Time: 3809.23 ms [2022-04-08 07:43:19 main:574] : INFO : Epoch 1940 | loss: 0.0311863 | val_loss: 0.0311835 | Time: 3951.42 ms [2022-04-08 07:43:23 main:574] : INFO : Epoch 1941 | loss: 0.0311797 | val_loss: 0.0311743 | Time: 3966.68 ms [2022-04-08 07:43:26 main:574] : INFO : Epoch 1942 | loss: 0.03117 | val_loss: 0.0311665 | Time: 3830.06 ms [2022-04-08 07:43:30 main:574] : INFO : Epoch 1943 | loss: 0.0311601 | val_loss: 0.0311611 | Time: 3823.09 ms [2022-04-08 07:43:34 main:574] : INFO : Epoch 1944 | loss: 0.0311551 | val_loss: 0.0311561 | Time: 3982.04 ms [2022-04-08 07:43:38 main:574] : INFO : Epoch 1945 | loss: 0.0311502 | val_loss: 0.0311495 | Time: 3911.01 ms [2022-04-08 07:43:42 main:574] : INFO : Epoch 1946 | loss: 0.0311467 | val_loss: 0.0311556 | Time: 3872.42 ms [2022-04-08 07:43:46 main:574] : INFO : Epoch 1947 | loss: 0.0311439 | val_loss: 0.0311434 | Time: 3907.31 ms [2022-04-08 07:43:50 main:574] : INFO : Epoch 1948 | loss: 0.0311381 | val_loss: 0.0311388 | Time: 3906.08 ms [2022-04-08 07:43:54 main:574] : INFO : Epoch 1949 | loss: 0.0311348 | val_loss: 0.0311405 | Time: 3863.93 ms [2022-04-08 07:43:58 main:574] : INFO : Epoch 1950 | loss: 0.031133 | val_loss: 0.0311423 | Time: 3857.68 ms [2022-04-08 07:44:02 main:574] : INFO : Epoch 1951 | loss: 0.0311309 | val_loss: 0.031141 | Time: 4008.19 ms [2022-04-08 07:44:05 main:574] : INFO : Epoch 1952 | loss: 0.0311297 | val_loss: 0.0311368 | Time: 3834.49 ms [2022-04-08 07:44:09 main:574] : INFO : Epoch 1953 | loss: 0.0311286 | val_loss: 0.031137 | Time: 3916.23 ms [2022-04-08 07:44:13 main:574] : INFO : Epoch 1954 | loss: 0.031127 | val_loss: 0.031138 | Time: 3908.87 ms [2022-04-08 07:44:17 main:574] : INFO : Epoch 1955 | loss: 0.0311256 | val_loss: 0.0311341 | Time: 3864.76 ms [2022-04-08 07:44:21 main:574] : INFO : Epoch 1956 | loss: 0.0311247 | val_loss: 0.0311329 | Time: 3872.35 ms [2022-04-08 07:44:25 main:574] : INFO : Epoch 1957 | loss: 0.0311237 | val_loss: 0.0311331 | Time: 3908.44 ms [2022-04-08 07:44:29 main:574] : INFO : Epoch 1958 | loss: 0.0311259 | val_loss: 0.0311339 | Time: 3827.78 ms [2022-04-08 07:44:33 main:574] : INFO : Epoch 1959 | loss: 0.0311247 | val_loss: 0.0311358 | Time: 3989.02 ms [2022-04-08 07:44:37 main:574] : INFO : Epoch 1960 | loss: 0.0311258 | val_loss: 0.0311329 | Time: 3914.28 ms [2022-04-08 07:44:40 main:574] : INFO : Epoch 1961 | loss: 0.031124 | val_loss: 0.031135 | Time: 3861.47 ms [2022-04-08 07:44:44 main:574] : INFO : Epoch 1962 | loss: 0.0311203 | val_loss: 0.0311341 | Time: 3873.33 ms [2022-04-08 07:44:48 main:574] : INFO : Epoch 1963 | loss: 0.0311218 | val_loss: 0.0311344 | Time: 3846.69 ms [2022-04-08 07:44:52 main:574] : INFO : Epoch 1964 | loss: 0.0311207 | val_loss: 0.0311308 | Time: 3891.27 ms [2022-04-08 07:44:56 main:574] : INFO : Epoch 1965 | loss: 0.0311224 | val_loss: 0.0311323 | Time: 3877.23 ms [2022-04-08 07:45:00 main:574] : INFO : Epoch 1966 | loss: 0.0311219 | val_loss: 0.0311302 | Time: 3821.53 ms [2022-04-08 07:45:04 main:574] : INFO : Epoch 1967 | loss: 0.0311214 | val_loss: 0.0311332 | Time: 3877.76 ms [2022-04-08 07:45:08 main:574] : INFO : Epoch 1968 | loss: 0.0311201 | val_loss: 0.0311347 | Time: 3893.08 ms [2022-04-08 07:45:11 main:574] : INFO : Epoch 1969 | loss: 0.0311192 | val_loss: 0.0311317 | Time: 3868.29 ms [2022-04-08 07:45:15 main:574] : INFO : Epoch 1970 | loss: 0.0311204 | val_loss: 0.0311344 | Time: 3955.83 ms [2022-04-08 07:45:19 main:574] : INFO : Epoch 1971 | loss: 0.0311177 | val_loss: 0.031141 | Time: 3862.11 ms [2022-04-08 07:45:23 main:574] : INFO : Epoch 1972 | loss: 0.0311148 | val_loss: 0.0311332 | Time: 3912.26 ms [2022-04-08 07:45:27 main:574] : INFO : Epoch 1973 | loss: 0.0311137 | val_loss: 0.031132 | Time: 3935.74 ms [2022-04-08 07:45:31 main:574] : INFO : Epoch 1974 | loss: 0.0311208 | val_loss: 0.0311405 | Time: 3844.69 ms [2022-04-08 07:45:35 main:574] : INFO : Epoch 1975 | loss: 0.0311318 | val_loss: 0.0311382 | Time: 3914.35 ms [2022-04-08 07:45:39 main:574] : INFO : Epoch 1976 | loss: 0.0311264 | val_loss: 0.0311366 | Time: 3856.26 ms [2022-04-08 07:45:43 main:574] : INFO : Epoch 1977 | loss: 0.0311228 | val_loss: 0.0311297 | Time: 3844.55 ms [2022-04-08 07:45:46 main:574] : INFO : Epoch 1978 | loss: 0.0311203 | val_loss: 0.0311271 | Time: 3888.91 ms [2022-04-08 07:45:50 main:574] : INFO : Epoch 1979 | loss: 0.0311175 | val_loss: 0.0311285 | Time: 3913.18 ms [2022-04-08 07:45:54 main:574] : INFO : Epoch 1980 | loss: 0.0311173 | val_loss: 0.0311259 | Time: 3873.01 ms [2022-04-08 07:45:58 main:574] : INFO : Epoch 1981 | loss: 0.0311134 | val_loss: 0.0311239 | Time: 3864.24 ms [2022-04-08 07:46:02 main:574] : INFO : Epoch 1982 | loss: 0.0311108 | val_loss: 0.0311307 | Time: 3870.3 ms [2022-04-08 07:46:06 main:574] : INFO : Epoch 1983 | loss: 0.031112 | val_loss: 0.0311335 | Time: 3835.96 ms [2022-04-08 07:46:10 main:574] : INFO : Epoch 1984 | loss: 0.0311105 | val_loss: 0.031126 | Time: 3898.65 ms [2022-04-08 07:46:14 main:574] : INFO : Epoch 1985 | loss: 0.0311064 | val_loss: 0.0311208 | Time: 3813.93 ms [2022-04-08 07:46:17 main:574] : INFO : Epoch 1986 | loss: 0.0311042 | val_loss: 0.0311303 | Time: 3892.02 ms [2022-04-08 07:46:21 main:574] : INFO : Epoch 1987 | loss: 0.031105 | val_loss: 0.0311227 | Time: 3836.34 ms [2022-04-08 07:46:25 main:574] : INFO : Epoch 1988 | loss: 0.0311027 | val_loss: 0.0311236 | Time: 3813.39 ms [2022-04-08 07:46:29 main:574] : INFO : Epoch 1989 | loss: 0.0311026 | val_loss: 0.0311256 | Time: 3866.6 ms [2022-04-08 07:46:33 main:574] : INFO : Epoch 1990 | loss: 0.0310999 | val_loss: 0.0311249 | Time: 3832.01 ms [2022-04-08 07:46:37 main:574] : INFO : Epoch 1991 | loss: 0.0310985 | val_loss: 0.0311241 | Time: 3916.38 ms [2022-04-08 07:46:41 main:574] : INFO : Epoch 1992 | loss: 0.0310991 | val_loss: 0.0311242 | Time: 3825.24 ms [2022-04-08 07:46:44 main:574] : INFO : Epoch 1993 | loss: 0.0310983 | val_loss: 0.0311217 | Time: 3861.16 ms [2022-04-08 07:46:48 main:574] : INFO : Epoch 1994 | loss: 0.0310969 | val_loss: 0.031118 | Time: 3781.42 ms [2022-04-08 07:46:52 main:574] : INFO : Epoch 1995 | loss: 0.031096 | val_loss: 0.0311219 | Time: 3833.18 ms [2022-04-08 07:46:56 main:574] : INFO : Epoch 1996 | loss: 0.0310942 | val_loss: 0.0311234 | Time: 3850.11 ms [2022-04-08 07:47:00 main:574] : INFO : Epoch 1997 | loss: 0.0310921 | val_loss: 0.0311198 | Time: 3804.89 ms [2022-04-08 07:47:04 main:574] : INFO : Epoch 1998 | loss: 0.0310926 | val_loss: 0.0311163 | Time: 3788.15 ms [2022-04-08 07:47:07 main:574] : INFO : Epoch 1999 | loss: 0.0310924 | val_loss: 0.0311134 | Time: 3922.19 ms [2022-04-08 07:47:11 main:574] : INFO : Epoch 2000 | loss: 0.0310924 | val_loss: 0.0311142 | Time: 3876.39 ms [2022-04-08 07:47:15 main:574] : INFO : Epoch 2001 | loss: 0.0310941 | val_loss: 0.0311163 | Time: 3824.33 ms [2022-04-08 07:47:19 main:574] : INFO : Epoch 2002 | loss: 0.0310906 | val_loss: 0.0311167 | Time: 3842.8 ms [2022-04-08 07:47:23 main:574] : INFO : Epoch 2003 | loss: 0.03109 | val_loss: 0.0311205 | Time: 3959.14 ms [2022-04-08 07:47:27 main:574] : INFO : Epoch 2004 | loss: 0.0310929 | val_loss: 0.0311207 | Time: 3832.44 ms [2022-04-08 07:47:31 main:574] : INFO : Epoch 2005 | loss: 0.0310909 | val_loss: 0.0311158 | Time: 3899.98 ms [2022-04-08 07:47:34 main:574] : INFO : Epoch 2006 | loss: 0.0310909 | val_loss: 0.0311163 | Time: 3796.32 ms [2022-04-08 07:47:38 main:574] : INFO : Epoch 2007 | loss: 0.0310906 | val_loss: 0.0311208 | Time: 3902.71 ms [2022-04-08 07:47:42 main:574] : INFO : Epoch 2008 | loss: 0.0310892 | val_loss: 0.0311209 | Time: 3887.07 ms [2022-04-08 07:47:46 main:574] : INFO : Epoch 2009 | loss: 0.0310931 | val_loss: 0.0311157 | Time: 3971.1 ms [2022-04-08 07:47:50 main:574] : INFO : Epoch 2010 | loss: 0.0310913 | val_loss: 0.0311255 | Time: 3939.38 ms [2022-04-08 07:47:54 main:574] : INFO : Epoch 2011 | loss: 0.0310869 | val_loss: 0.0311243 | Time: 3862.44 ms [2022-04-08 07:47:58 main:574] : INFO : Epoch 2012 | loss: 0.0310922 | val_loss: 0.0311293 | Time: 3805.66 ms [2022-04-08 07:48:02 main:574] : INFO : Epoch 2013 | loss: 0.0310888 | val_loss: 0.0311177 | Time: 3889.03 ms [2022-04-08 07:48:06 main:574] : INFO : Epoch 2014 | loss: 0.0310857 | val_loss: 0.0311235 | Time: 3827.19 ms [2022-04-08 07:48:09 main:574] : INFO : Epoch 2015 | loss: 0.0310875 | val_loss: 0.0311167 | Time: 3789.85 ms [2022-04-08 07:48:13 main:574] : INFO : Epoch 2016 | loss: 0.0310918 | val_loss: 0.0311426 | Time: 3780.11 ms [2022-04-08 07:48:17 main:574] : INFO : Epoch 2017 | loss: 0.0311444 | val_loss: 0.0311504 | Time: 3801.24 ms [2022-04-08 07:48:20 main:574] : INFO : Epoch 2018 | loss: 0.0311375 | val_loss: 0.031133 | Time: 3519.45 ms [2022-04-08 07:48:24 main:574] : INFO : Epoch 2019 | loss: 0.0311282 | val_loss: 0.0311335 | Time: 3497.34 ms [2022-04-08 07:48:28 main:574] : INFO : Epoch 2020 | loss: 0.0311238 | val_loss: 0.0311283 | Time: 3582.3 ms [2022-04-08 07:48:31 main:574] : INFO : Epoch 2021 | loss: 0.0311193 | val_loss: 0.0311256 | Time: 3490.78 ms [2022-04-08 07:48:35 main:574] : INFO : Epoch 2022 | loss: 0.0311151 | val_loss: 0.0311268 | Time: 3546.19 ms [2022-04-08 07:48:38 main:574] : INFO : Epoch 2023 | loss: 0.0311111 | val_loss: 0.0311229 | Time: 3587.63 ms [2022-04-08 07:48:42 main:574] : INFO : Epoch 2024 | loss: 0.031111 | val_loss: 0.031124 | Time: 3512.13 ms [2022-04-08 07:48:45 main:574] : INFO : Epoch 2025 | loss: 0.0311105 | val_loss: 0.0311273 | Time: 3463.66 ms [2022-04-08 07:48:49 main:574] : INFO : Epoch 2026 | loss: 0.0311093 | val_loss: 0.0311218 | Time: 3530.35 ms [2022-04-08 07:48:52 main:574] : INFO : Epoch 2027 | loss: 0.0311049 | val_loss: 0.0311156 | Time: 3527.43 ms [2022-04-08 07:48:56 main:574] : INFO : Epoch 2028 | loss: 0.0310997 | val_loss: 0.0311129 | Time: 3502.54 ms [2022-04-08 07:48:59 main:574] : INFO : Epoch 2029 | loss: 0.0311002 | val_loss: 0.0311099 | Time: 3541.36 ms [2022-04-08 07:49:03 main:574] : INFO : Epoch 2030 | loss: 0.0311012 | val_loss: 0.0311184 | Time: 3557.25 ms [2022-04-08 07:49:06 main:574] : INFO : Epoch 2031 | loss: 0.0311039 | val_loss: 0.031111 | Time: 3598.09 ms [2022-04-08 07:49:10 main:574] : INFO : Epoch 2032 | loss: 0.0311012 | val_loss: 0.031114 | Time: 3597.09 ms [2022-04-08 07:49:14 main:574] : INFO : Epoch 2033 | loss: 0.0311006 | val_loss: 0.0311149 | Time: 3655.97 ms [2022-04-08 07:49:17 main:574] : INFO : Epoch 2034 | loss: 0.0310993 | val_loss: 0.0311149 | Time: 3541 ms [2022-04-08 07:49:21 main:574] : INFO : Epoch 2035 | loss: 0.0310955 | val_loss: 0.0311094 | Time: 3471.78 ms [2022-04-08 07:49:24 main:574] : INFO : Epoch 2036 | loss: 0.0310943 | val_loss: 0.0311122 | Time: 3535.41 ms [2022-04-08 07:49:28 main:574] : INFO : Epoch 2037 | loss: 0.0310912 | val_loss: 0.0311112 | Time: 3603.82 ms [2022-04-08 07:49:31 main:574] : INFO : Epoch 2038 | loss: 0.0310901 | val_loss: 0.031109 | Time: 3454.08 ms [2022-04-08 07:49:35 main:574] : INFO : Epoch 2039 | loss: 0.0310901 | val_loss: 0.0311091 | Time: 3498.14 ms [2022-04-08 07:49:38 main:574] : INFO : Epoch 2040 | loss: 0.0310884 | val_loss: 0.0311084 | Time: 3617.88 ms [2022-04-08 07:49:42 main:574] : INFO : Epoch 2041 | loss: 0.0310878 | val_loss: 0.0311101 | Time: 3600.73 ms [2022-04-08 07:49:46 main:574] : INFO : Epoch 2042 | loss: 0.0310876 | val_loss: 0.0311085 | Time: 3552.32 ms [2022-04-08 07:49:49 main:574] : INFO : Epoch 2043 | loss: 0.0310889 | val_loss: 0.0311164 | Time: 3652.72 ms [2022-04-08 07:49:53 main:574] : INFO : Epoch 2044 | loss: 0.0310935 | val_loss: 0.0311176 | Time: 3544.17 ms [2022-04-08 07:49:56 main:574] : INFO : Epoch 2045 | loss: 0.0310891 | val_loss: 0.0311125 | Time: 3579.76 ms [2022-04-08 07:50:00 main:574] : INFO : Epoch 2046 | loss: 0.0310883 | val_loss: 0.0311112 | Time: 3616.19 ms [2022-04-08 07:50:04 main:574] : INFO : Epoch 2047 | loss: 0.0310898 | val_loss: 0.0311091 | Time: 3538.31 ms [2022-04-08 07:50:07 main:574] : INFO : Epoch 2048 | loss: 0.0310878 | val_loss: 0.0311154 | Time: 3574.8 ms [2022-04-08 07:50:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311154 [2022-04-08 07:50:07 main:603] : INFO : Saving end state to config to file [2022-04-08 07:50:07 main:608] : INFO : Success, exiting.. 07:50:07 (29164): 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)