Task 13602946
| Name | ParityModified-1647040458-14226-2-0_0 |
| Workunit | 10696624 |
| Created | 23 Mar 2022, 0:59:46 UTC |
| Sent | 30 Mar 2022, 21:55:04 UTC |
| Report deadline | 7 Apr 2022, 21:55:04 UTC |
| Received | 2 Apr 2022, 0:04:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18356 |
| Run time | 6 hours 0 min 26 sec |
| CPU time | 5 hours 55 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,161.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.89 GB |
| Peak swap size | 4.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Successfully loaded dataset of 512 examples into memory. [2022-03-31 01:24:13 main:494] : INFO : Creating Model [2022-03-31 01:24:13 main:507] : INFO : Preparing config file [2022-03-31 01:24:13 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-31 01:24:13 main:512] : INFO : Loading config [2022-03-31 01:24:13 main:514] : INFO : Loading state [2022-03-31 01:41:15 main:559] : INFO : Loading DataLoader into Memory [2022-03-31 01:41:15 main:562] : INFO : Starting Training [2022-03-31 01:42:58 main:574] : INFO : Epoch 1547 | loss: 0.0311416 | val_loss: 0.0311303 | Time: 102842 ms [2022-03-31 01:43:02 main:574] : INFO : Epoch 1548 | loss: 0.0310936 | val_loss: 0.0311285 | Time: 3762.82 ms [2022-03-31 01:43:06 main:574] : INFO : Epoch 1549 | loss: 0.0310893 | val_loss: 0.0311251 | Time: 3632.98 ms [2022-03-31 01:43:10 main:574] : INFO : Epoch 1550 | loss: 0.0310928 | val_loss: 0.0311242 | Time: 3738.42 ms [2022-03-31 01:43:14 main:574] : INFO : Epoch 1551 | loss: 0.0310896 | val_loss: 0.0311269 | Time: 3687.69 ms [2022-03-31 01:43:18 main:574] : INFO : Epoch 1552 | loss: 0.0310891 | val_loss: 0.0311287 | Time: 3602.65 ms [2022-03-31 01:43:22 main:574] : INFO : Epoch 1553 | loss: 0.0310916 | val_loss: 0.0311264 | Time: 3688.71 ms [2022-03-31 01:43:25 main:574] : INFO : Epoch 1554 | loss: 0.0310911 | val_loss: 0.0311321 | Time: 3676.27 ms [2022-03-31 01:43:29 main:574] : INFO : Epoch 1555 | loss: 0.0310883 | val_loss: 0.0311248 | Time: 3701.04 ms [2022-03-31 01:43:33 main:574] : INFO : Epoch 1556 | loss: 0.031087 | val_loss: 0.0311204 | Time: 3667.33 ms [2022-03-31 01:43:37 main:574] : INFO : Epoch 1557 | loss: 0.0310839 | val_loss: 0.0311206 | Time: 3591 ms [2022-03-31 01:43:41 main:574] : INFO : Epoch 1558 | loss: 0.0310885 | val_loss: 0.0311266 | Time: 3955.99 ms [2022-03-31 01:43:45 main:574] : INFO : Epoch 1559 | loss: 0.031091 | val_loss: 0.0311297 | Time: 3677.84 ms [2022-03-31 01:43:49 main:574] : INFO : Epoch 1560 | loss: 0.0310941 | val_loss: 0.0311266 | Time: 3696.47 ms [2022-03-31 01:43:53 main:574] : INFO : Epoch 1561 | loss: 0.0310942 | val_loss: 0.0311233 | Time: 3898.24 ms [2022-03-31 01:43:57 main:574] : INFO : Epoch 1562 | loss: 0.0310891 | val_loss: 0.0311229 | Time: 3878.76 ms [2022-03-31 01:44:00 main:574] : INFO : Epoch 1563 | loss: 0.0310872 | val_loss: 0.0311241 | Time: 3750.82 ms [2022-03-31 01:44:04 main:574] : INFO : Epoch 1564 | loss: 0.0310873 | val_loss: 0.0311231 | Time: 3654.33 ms [2022-03-31 01:44:08 main:574] : INFO : Epoch 1565 | loss: 0.0310877 | val_loss: 0.031126 | Time: 3688.66 ms [2022-03-31 01:44:12 main:574] : INFO : Epoch 1566 | loss: 0.0310893 | val_loss: 0.0311252 | Time: 3670.3 ms [2022-03-31 01:44:15 main:574] : INFO : Epoch 1567 | loss: 0.0310867 | val_loss: 0.0311229 | Time: 3747.86 ms [2022-03-31 01:44:19 main:574] : INFO : Epoch 1568 | loss: 0.0310869 | val_loss: 0.0311218 | Time: 3731.39 ms [2022-03-31 01:44:23 main:574] : INFO : Epoch 1569 | loss: 0.0310922 | val_loss: 0.0311284 | Time: 3629.93 ms [2022-03-31 01:44:27 main:574] : INFO : Epoch 1570 | loss: 0.0310959 | val_loss: 0.0311268 | Time: 3728.53 ms [2022-03-31 01:44:30 main:574] : INFO : Epoch 1571 | loss: 0.0310988 | val_loss: 0.031123 | Time: 3655.21 ms [2022-03-31 01:44:34 main:574] : INFO : Epoch 1572 | loss: 0.031095 | val_loss: 0.0311272 | Time: 3732.07 ms [2022-03-31 01:44:38 main:574] : INFO : Epoch 1573 | loss: 0.031091 | val_loss: 0.0311205 | Time: 3743.98 ms [2022-03-31 01:44:42 main:574] : INFO : Epoch 1574 | loss: 0.0310871 | val_loss: 0.0311212 | Time: 3897.37 ms [2022-03-31 01:44:46 main:574] : INFO : Epoch 1575 | loss: 0.0310915 | val_loss: 0.0311243 | Time: 3726.39 ms [2022-03-31 01:44:49 main:574] : INFO : Epoch 1576 | loss: 0.0310948 | val_loss: 0.0311185 | Time: 3722 ms [2022-03-31 01:44:53 main:574] : INFO : Epoch 1577 | loss: 0.0310912 | val_loss: 0.0311193 | Time: 3941.16 ms [2022-03-31 01:44:57 main:574] : INFO : Epoch 1578 | loss: 0.0310883 | val_loss: 0.0311262 | Time: 3847.56 ms [2022-03-31 01:45:01 main:574] : INFO : Epoch 1579 | loss: 0.0310853 | val_loss: 0.0311189 | Time: 3982.77 ms [2022-03-31 01:45:05 main:574] : INFO : Epoch 1580 | loss: 0.0310842 | val_loss: 0.0311235 | Time: 3913.03 ms [2022-03-31 01:45:09 main:574] : INFO : Epoch 1581 | loss: 0.0310847 | val_loss: 0.0311225 | Time: 3633.31 ms [2022-03-31 01:45:13 main:574] : INFO : Epoch 1582 | loss: 0.0310847 | val_loss: 0.0311226 | Time: 3716.41 ms [2022-03-31 01:45:16 main:574] : INFO : Epoch 1583 | loss: 0.0310852 | val_loss: 0.0311242 | Time: 3706.19 ms [2022-03-31 01:45:20 main:574] : INFO : Epoch 1584 | loss: 0.0310829 | val_loss: 0.0311257 | Time: 3718.91 ms [2022-03-31 01:45:25 main:574] : INFO : Epoch 1585 | loss: 0.0310833 | val_loss: 0.0311295 | Time: 3814.81 ms [2022-03-31 01:45:29 main:574] : INFO : Epoch 1586 | loss: 0.0310919 | val_loss: 0.031133 | Time: 3680.56 ms [2022-03-31 01:45:33 main:574] : INFO : Epoch 1587 | loss: 0.0311012 | val_loss: 0.0311305 | Time: 3739.7 ms [2022-03-31 01:45:36 main:574] : INFO : Epoch 1588 | loss: 0.0310974 | val_loss: 0.0311263 | Time: 3685.82 ms [2022-03-31 01:45:40 main:574] : INFO : Epoch 1589 | loss: 0.0310952 | val_loss: 0.0311292 | Time: 3771.88 ms [2022-03-31 01:45:44 main:574] : INFO : Epoch 1590 | loss: 0.0310906 | val_loss: 0.0311255 | Time: 3942.12 ms [2022-03-31 01:45:49 main:574] : INFO : Epoch 1591 | loss: 0.0310869 | val_loss: 0.0311267 | Time: 3689.58 ms [2022-03-31 01:45:53 main:574] : INFO : Epoch 1592 | loss: 0.0310858 | val_loss: 0.0311177 | Time: 3778.39 ms [2022-03-31 01:45:57 main:574] : INFO : Epoch 1593 | loss: 0.031094 | val_loss: 0.0311288 | Time: 3987.91 ms [2022-03-31 01:46:01 main:574] : INFO : Epoch 1594 | loss: 0.0310986 | val_loss: 0.0311209 | Time: 3759.02 ms [2022-03-31 01:46:05 main:574] : INFO : Epoch 1595 | loss: 0.0310966 | val_loss: 0.031137 | Time: 3728.5 ms [2022-03-31 01:46:08 main:574] : INFO : Epoch 1596 | loss: 0.0310996 | val_loss: 0.031131 | Time: 3629.48 ms [2022-03-31 01:46:12 main:574] : INFO : Epoch 1597 | loss: 0.0310993 | val_loss: 0.0311231 | Time: 3733.96 ms [2022-03-31 01:46:16 main:574] : INFO : Epoch 1598 | loss: 0.0310945 | val_loss: 0.0311248 | Time: 3754.91 ms [2022-03-31 01:46:20 main:574] : INFO : Epoch 1599 | loss: 0.0310943 | val_loss: 0.0311232 | Time: 3677.41 ms [2022-03-31 01:46:24 main:574] : INFO : Epoch 1600 | loss: 0.0310932 | val_loss: 0.0311187 | Time: 3772.4 ms [2022-03-31 01:46:28 main:574] : INFO : Epoch 1601 | loss: 0.0310886 | val_loss: 0.031123 | Time: 3641.44 ms [2022-03-31 01:46:31 main:574] : INFO : Epoch 1602 | loss: 0.0310897 | val_loss: 0.0311258 | Time: 3815.78 ms [2022-03-31 01:46:35 main:574] : INFO : Epoch 1603 | loss: 0.0310884 | val_loss: 0.0311266 | Time: 3664.66 ms [2022-03-31 01:46:39 main:574] : INFO : Epoch 1604 | loss: 0.0310932 | val_loss: 0.0311165 | Time: 3626.33 ms [2022-03-31 01:46:43 main:574] : INFO : Epoch 1605 | loss: 0.0310909 | val_loss: 0.0311228 | Time: 3896.16 ms [2022-03-31 01:46:47 main:574] : INFO : Epoch 1606 | loss: 0.0310887 | val_loss: 0.0311216 | Time: 3722.73 ms [2022-03-31 01:46:51 main:574] : INFO : Epoch 1607 | loss: 0.0310887 | val_loss: 0.031117 | Time: 3720.31 ms [2022-03-31 01:46:55 main:574] : INFO : Epoch 1608 | loss: 0.0310854 | val_loss: 0.0311183 | Time: 3726.52 ms [2022-03-31 01:46:59 main:574] : INFO : Epoch 1609 | loss: 0.0310862 | val_loss: 0.0311205 | Time: 4032.45 ms [2022-03-31 01:47:03 main:574] : INFO : Epoch 1610 | loss: 0.0310868 | val_loss: 0.0311193 | Time: 3816.91 ms [2022-03-31 01:47:07 main:574] : INFO : Epoch 1611 | loss: 0.0310886 | val_loss: 0.031119 | Time: 3697.64 ms [2022-03-31 01:47:10 main:574] : INFO : Epoch 1612 | loss: 0.0310863 | val_loss: 0.031122 | Time: 3720.02 ms [2022-03-31 01:47:14 main:574] : INFO : Epoch 1613 | loss: 0.0310857 | val_loss: 0.0311247 | Time: 3724.5 ms [2022-03-31 01:47:18 main:574] : INFO : Epoch 1614 | loss: 0.0310856 | val_loss: 0.0311222 | Time: 3755.02 ms [2022-03-31 01:47:22 main:574] : INFO : Epoch 1615 | loss: 0.0310864 | val_loss: 0.0311241 | Time: 3690.47 ms [2022-03-31 01:47:25 main:574] : INFO : Epoch 1616 | loss: 0.0310879 | val_loss: 0.0311205 | Time: 3719.14 ms [2022-03-31 01:47:30 main:574] : INFO : Epoch 1617 | loss: 0.0310878 | val_loss: 0.0311196 | Time: 3741.92 ms [2022-03-31 01:47:34 main:574] : INFO : Epoch 1618 | loss: 0.0310862 | val_loss: 0.0311217 | Time: 3691.93 ms [2022-03-31 01:47:37 main:574] : INFO : Epoch 1619 | loss: 0.0310842 | val_loss: 0.0311175 | Time: 3760 ms [2022-03-31 01:47:41 main:574] : INFO : Epoch 1620 | loss: 0.031084 | val_loss: 0.0311177 | Time: 3763.75 ms [2022-03-31 01:47:46 main:574] : INFO : Epoch 1621 | loss: 0.031086 | val_loss: 0.0311199 | Time: 3928.64 ms [2022-03-31 01:47:49 main:574] : INFO : Epoch 1622 | loss: 0.0310853 | val_loss: 0.0311243 | Time: 3739.96 ms [2022-03-31 01:47:53 main:574] : INFO : Epoch 1623 | loss: 0.0310842 | val_loss: 0.0311192 | Time: 3729.18 ms [2022-03-31 01:47:57 main:574] : INFO : Epoch 1624 | loss: 0.0310799 | val_loss: 0.0311174 | Time: 3930.38 ms [2022-03-31 01:48:02 main:574] : INFO : Epoch 1625 | loss: 0.0310796 | val_loss: 0.0311196 | Time: 3942.52 ms [2022-03-31 01:48:05 main:574] : INFO : Epoch 1626 | loss: 0.031079 | val_loss: 0.0311199 | Time: 3675.77 ms [2022-03-31 01:48:10 main:574] : INFO : Epoch 1627 | loss: 0.0310785 | val_loss: 0.031124 | Time: 3759.59 ms [2022-03-31 01:48:14 main:574] : INFO : Epoch 1628 | loss: 0.0310813 | val_loss: 0.0311158 | Time: 3780.63 ms [2022-03-31 01:48:18 main:574] : INFO : Epoch 1629 | loss: 0.0310807 | val_loss: 0.0311161 | Time: 3620.27 ms [2022-03-31 01:48:21 main:574] : INFO : Epoch 1630 | loss: 0.0310786 | val_loss: 0.0311189 | Time: 3713.33 ms [2022-03-31 01:48:25 main:574] : INFO : Epoch 1631 | loss: 0.0310823 | val_loss: 0.0311229 | Time: 3667.56 ms [2022-03-31 01:48:31 main:574] : INFO : Epoch 1632 | loss: 0.0310812 | val_loss: 0.0311123 | Time: 3683.01 ms [2022-03-31 01:48:35 main:574] : INFO : Epoch 1633 | loss: 0.0310808 | val_loss: 0.0311152 | Time: 3766.38 ms [2022-03-31 01:48:38 main:574] : INFO : Epoch 1634 | loss: 0.0310766 | val_loss: 0.0311189 | Time: 3673.06 ms [2022-03-31 01:48:42 main:574] : INFO : Epoch 1635 | loss: 0.0310749 | val_loss: 0.0311195 | Time: 3750.76 ms [2022-03-31 01:48:46 main:574] : INFO : Epoch 1636 | loss: 0.0310774 | val_loss: 0.0311272 | Time: 3936.09 ms [2022-03-31 01:48:50 main:574] : INFO : Epoch 1637 | loss: 0.0310791 | val_loss: 0.0311258 | Time: 3694.31 ms [2022-03-31 01:48:54 main:574] : INFO : Epoch 1638 | loss: 0.0310784 | val_loss: 0.0311183 | Time: 3721.13 ms [2022-03-31 01:48:58 main:574] : INFO : Epoch 1639 | loss: 0.0310767 | val_loss: 0.0311232 | Time: 3684.9 ms [2022-03-31 01:49:02 main:574] : INFO : Epoch 1640 | loss: 0.0310771 | val_loss: 0.0311279 | Time: 4031.26 ms [2022-03-31 01:49:06 main:574] : INFO : Epoch 1641 | loss: 0.0310777 | val_loss: 0.0311255 | Time: 3814.56 ms [2022-03-31 01:49:09 main:574] : INFO : Epoch 1642 | loss: 0.0310788 | val_loss: 0.0311255 | Time: 3666.93 ms [2022-03-31 01:49:13 main:574] : INFO : Epoch 1643 | loss: 0.0310788 | val_loss: 0.0311238 | Time: 3760.51 ms [2022-03-31 01:49:17 main:574] : INFO : Epoch 1644 | loss: 0.0311122 | val_loss: 0.0311397 | Time: 3684.86 ms [2022-03-31 01:49:21 main:574] : INFO : Epoch 1645 | loss: 0.0311208 | val_loss: 0.0311437 | Time: 3701.49 ms [2022-03-31 01:49:25 main:574] : INFO : Epoch 1646 | loss: 0.0311052 | val_loss: 0.0311318 | Time: 3622.35 ms [2022-03-31 01:49:28 main:574] : INFO : Epoch 1647 | loss: 0.031099 | val_loss: 0.0311186 | Time: 3735.77 ms [2022-03-31 01:49:32 main:574] : INFO : Epoch 1648 | loss: 0.0310932 | val_loss: 0.0311224 | Time: 3688.18 ms [2022-03-31 01:49:36 main:574] : INFO : Epoch 1649 | loss: 0.0310946 | val_loss: 0.0311174 | Time: 3667.75 ms [2022-03-31 01:49:40 main:574] : INFO : Epoch 1650 | loss: 0.0310902 | val_loss: 0.0311169 | Time: 3727.35 ms [2022-03-31 01:49:43 main:574] : INFO : Epoch 1651 | loss: 0.0310862 | val_loss: 0.0311171 | Time: 3658.24 ms [2022-03-31 01:49:47 main:574] : INFO : Epoch 1652 | loss: 0.0310837 | val_loss: 0.0311185 | Time: 3966.59 ms [2022-03-31 01:49:52 main:574] : INFO : Epoch 1653 | loss: 0.0310827 | val_loss: 0.0311235 | Time: 3707.08 ms [2022-03-31 01:49:56 main:574] : INFO : Epoch 1654 | loss: 0.0310829 | val_loss: 0.0311196 | Time: 3627.41 ms [2022-03-31 01:50:00 main:574] : INFO : Epoch 1655 | loss: 0.031083 | val_loss: 0.0311152 | Time: 3896.81 ms [2022-03-31 01:50:04 main:574] : INFO : Epoch 1656 | loss: 0.0310837 | val_loss: 0.0311188 | Time: 3947.59 ms [2022-03-31 01:50:08 main:574] : INFO : Epoch 1657 | loss: 0.0310812 | val_loss: 0.0311194 | Time: 3789.83 ms [2022-03-31 01:50:11 main:574] : INFO : Epoch 1658 | loss: 0.0310824 | val_loss: 0.0311196 | Time: 3778.02 ms [2022-03-31 01:50:15 main:574] : INFO : Epoch 1659 | loss: 0.0310836 | val_loss: 0.0311168 | Time: 3717.02 ms [2022-03-31 01:50:19 main:574] : INFO : Epoch 1660 | loss: 0.031082 | val_loss: 0.0311163 | Time: 3731.95 ms [2022-03-31 01:50:23 main:574] : INFO : Epoch 1661 | loss: 0.0310853 | val_loss: 0.031122 | Time: 3657.89 ms [2022-03-31 01:50:27 main:574] : INFO : Epoch 1662 | loss: 0.0310843 | val_loss: 0.0311144 | Time: 3765.44 ms [2022-03-31 01:50:31 main:574] : INFO : Epoch 1663 | loss: 0.0310814 | val_loss: 0.031124 | Time: 3745.9 ms [2022-03-31 01:50:35 main:574] : INFO : Epoch 1664 | loss: 0.0310855 | val_loss: 0.0311206 | Time: 3631.56 ms [2022-03-31 01:50:38 main:574] : INFO : Epoch 1665 | loss: 0.0310814 | val_loss: 0.0311134 | Time: 3719.57 ms [2022-03-31 01:50:42 main:574] : INFO : Epoch 1666 | loss: 0.0310767 | val_loss: 0.0311131 | Time: 3628.88 ms [2022-03-31 01:50:46 main:574] : INFO : Epoch 1667 | loss: 0.0310773 | val_loss: 0.0311153 | Time: 3692 ms [2022-03-31 01:50:50 main:574] : INFO : Epoch 1668 | loss: 0.0310786 | val_loss: 0.0311139 | Time: 3831.84 ms [2022-03-31 01:50:54 main:574] : INFO : Epoch 1669 | loss: 0.0310757 | val_loss: 0.0311179 | Time: 3760.16 ms [2022-03-31 01:50:57 main:574] : INFO : Epoch 1670 | loss: 0.0310769 | val_loss: 0.0311148 | Time: 3767.25 ms [2022-03-31 01:51:01 main:574] : INFO : Epoch 1671 | loss: 0.0310755 | val_loss: 0.0311237 | Time: 3772.74 ms [2022-03-31 01:51:05 main:574] : INFO : Epoch 1672 | loss: 0.031076 | val_loss: 0.0311189 | Time: 3978.16 ms [2022-03-31 01:51:09 main:574] : INFO : Epoch 1673 | loss: 0.0310769 | val_loss: 0.0311212 | Time: 3711.29 ms [2022-03-31 01:51:14 main:574] : INFO : Epoch 1674 | loss: 0.0310784 | val_loss: 0.0311224 | Time: 3673.78 ms [2022-03-31 01:51:18 main:574] : INFO : Epoch 1675 | loss: 0.031076 | val_loss: 0.0311175 | Time: 3749.8 ms [2022-03-31 01:51:22 main:574] : INFO : Epoch 1676 | loss: 0.0310745 | val_loss: 0.0311155 | Time: 3637.58 ms [2022-03-31 01:51:25 main:574] : INFO : Epoch 1677 | loss: 0.0310771 | val_loss: 0.0311166 | Time: 3772.13 ms [2022-03-31 01:51:29 main:574] : INFO : Epoch 1678 | loss: 0.0310762 | val_loss: 0.0311159 | Time: 3757.75 ms [2022-03-31 01:51:34 main:574] : INFO : Epoch 1679 | loss: 0.0310773 | val_loss: 0.0311233 | Time: 3724.03 ms [2022-03-31 01:51:37 main:574] : INFO : Epoch 1680 | loss: 0.0310743 | val_loss: 0.0311213 | Time: 3715.35 ms [2022-03-31 01:51:41 main:574] : INFO : Epoch 1681 | loss: 0.0310752 | val_loss: 0.0311215 | Time: 3695.73 ms [2022-03-31 01:51:45 main:574] : INFO : Epoch 1682 | loss: 0.0310753 | val_loss: 0.0311172 | Time: 3724.06 ms [2022-03-31 01:51:49 main:574] : INFO : Epoch 1683 | loss: 0.0310753 | val_loss: 0.031119 | Time: 3882.02 ms [2022-03-31 01:51:53 main:574] : INFO : Epoch 1684 | loss: 0.0310824 | val_loss: 0.0311186 | Time: 3754.67 ms [2022-03-31 01:51:57 main:574] : INFO : Epoch 1685 | loss: 0.0310846 | val_loss: 0.0311137 | Time: 3761.03 ms [2022-03-31 01:52:00 main:574] : INFO : Epoch 1686 | loss: 0.0310843 | val_loss: 0.0311153 | Time: 3673.08 ms [2022-03-31 01:52:04 main:574] : INFO : Epoch 1687 | loss: 0.031087 | val_loss: 0.0311234 | Time: 3989.03 ms [2022-03-31 01:52:08 main:574] : INFO : Epoch 1688 | loss: 0.0310845 | val_loss: 0.0311263 | Time: 3909.82 ms [2022-03-31 01:52:12 main:574] : INFO : Epoch 1689 | loss: 0.0310852 | val_loss: 0.031118 | Time: 3645.89 ms [2022-03-31 01:52:17 main:574] : INFO : Epoch 1690 | loss: 0.0310817 | val_loss: 0.0311232 | Time: 3779.69 ms [2022-03-31 01:52:21 main:574] : INFO : Epoch 1691 | loss: 0.0310795 | val_loss: 0.0311258 | Time: 3593.55 ms [2022-03-31 01:52:25 main:574] : INFO : Epoch 1692 | loss: 0.0310803 | val_loss: 0.0311255 | Time: 3730.37 ms [2022-03-31 01:52:29 main:574] : INFO : Epoch 1693 | loss: 0.0310839 | val_loss: 0.0311319 | Time: 3740.16 ms [2022-03-31 01:52:32 main:574] : INFO : Epoch 1694 | loss: 0.0310814 | val_loss: 0.0311275 | Time: 3656.64 ms [2022-03-31 01:52:36 main:574] : INFO : Epoch 1695 | loss: 0.0310836 | val_loss: 0.0311316 | Time: 3733.21 ms [2022-03-31 01:52:40 main:574] : INFO : Epoch 1696 | loss: 0.0310845 | val_loss: 0.0311267 | Time: 3661.44 ms [2022-03-31 01:52:44 main:574] : INFO : Epoch 1697 | loss: 0.0310881 | val_loss: 0.0311253 | Time: 3720.29 ms [2022-03-31 01:52:47 main:574] : INFO : Epoch 1698 | loss: 0.0310851 | val_loss: 0.03112 | Time: 3695.78 ms [2022-03-31 01:52:51 main:574] : INFO : Epoch 1699 | loss: 0.0310803 | val_loss: 0.0311212 | Time: 3910.89 ms [2022-03-31 01:52:55 main:574] : INFO : Epoch 1700 | loss: 0.0310854 | val_loss: 0.0311238 | Time: 3731.61 ms [2022-03-31 01:52:59 main:574] : INFO : Epoch 1701 | loss: 0.0310878 | val_loss: 0.0311212 | Time: 3648.98 ms [2022-03-31 01:53:03 main:574] : INFO : Epoch 1702 | loss: 0.0310866 | val_loss: 0.0311244 | Time: 3770.39 ms [2022-03-31 01:53:07 main:574] : INFO : Epoch 1703 | loss: 0.0310819 | val_loss: 0.0311253 | Time: 4000.62 ms [2022-03-31 01:53:11 main:574] : INFO : Epoch 1704 | loss: 0.0310812 | val_loss: 0.031118 | Time: 3832.7 ms [2022-03-31 01:53:15 main:574] : INFO : Epoch 1705 | loss: 0.0310796 | val_loss: 0.0311204 | Time: 3719.19 ms [2022-03-31 01:53:21 main:574] : INFO : Epoch 1706 | loss: 0.0310809 | val_loss: 0.031127 | Time: 3823.84 ms [2022-03-31 01:53:24 main:574] : INFO : Epoch 1707 | loss: 0.0310822 | val_loss: 0.0311205 | Time: 3652.15 ms [2022-03-31 01:53:28 main:574] : INFO : Epoch 1708 | loss: 0.0310812 | val_loss: 0.0311211 | Time: 3739.78 ms [2022-03-31 01:53:32 main:574] : INFO : Epoch 1709 | loss: 0.031078 | val_loss: 0.0311224 | Time: 3798.82 ms [2022-03-31 01:53:36 main:574] : INFO : Epoch 1710 | loss: 0.0310793 | val_loss: 0.031121 | Time: 4112.5 ms [2022-03-31 01:53:40 main:574] : INFO : Epoch 1711 | loss: 0.0310866 | val_loss: 0.031122 | Time: 4156.79 ms [2022-03-31 01:53:45 main:574] : INFO : Epoch 1712 | loss: 0.0310936 | val_loss: 0.0311195 | Time: 4076.68 ms [2022-03-31 01:53:48 main:574] : INFO : Epoch 1713 | loss: 0.0310863 | val_loss: 0.0311218 | Time: 3768.63 ms [2022-03-31 01:53:52 main:574] : INFO : Epoch 1714 | loss: 0.0310817 | val_loss: 0.031122 | Time: 3897.82 ms [2022-03-31 01:53:56 main:574] : INFO : Epoch 1715 | loss: 0.0310903 | val_loss: 0.0311245 | Time: 3818.83 ms [2022-03-31 01:54:00 main:574] : INFO : Epoch 1716 | loss: 0.0310948 | val_loss: 0.0311264 | Time: 3741.63 ms [2022-03-31 01:54:04 main:574] : INFO : Epoch 1717 | loss: 0.0310938 | val_loss: 0.0311174 | Time: 3702.1 ms [2022-03-31 01:54:08 main:574] : INFO : Epoch 1718 | loss: 0.031085 | val_loss: 0.0311179 | Time: 3957.68 ms [2022-03-31 01:54:12 main:574] : INFO : Epoch 1719 | loss: 0.0310868 | val_loss: 0.0311204 | Time: 3831 ms [2022-03-31 01:54:15 main:574] : INFO : Epoch 1720 | loss: 0.0310936 | val_loss: 0.031124 | Time: 3724.43 ms [2022-03-31 01:54:19 main:574] : INFO : Epoch 1721 | loss: 0.0310909 | val_loss: 0.0311306 | Time: 3770.26 ms [2022-03-31 01:54:23 main:574] : INFO : Epoch 1722 | loss: 0.0310871 | val_loss: 0.0311199 | Time: 3792.37 ms [2022-03-31 01:54:27 main:574] : INFO : Epoch 1723 | loss: 0.0310883 | val_loss: 0.0311267 | Time: 3812.85 ms [2022-03-31 01:54:31 main:574] : INFO : Epoch 1724 | loss: 0.0310841 | val_loss: 0.0311233 | Time: 3711.44 ms [2022-03-31 01:54:34 main:574] : INFO : Epoch 1725 | loss: 0.03108 | val_loss: 0.0311227 | Time: 3714.97 ms [2022-03-31 01:54:38 main:574] : INFO : Epoch 1726 | loss: 0.0310834 | val_loss: 0.0311214 | Time: 3715.04 ms [2022-03-31 01:54:42 main:574] : INFO : Epoch 1727 | loss: 0.031083 | val_loss: 0.0311153 | Time: 3740.53 ms [2022-03-31 01:54:46 main:574] : INFO : Epoch 1728 | loss: 0.0310812 | val_loss: 0.0311164 | Time: 3786.67 ms [2022-03-31 01:54:50 main:574] : INFO : Epoch 1729 | loss: 0.0310785 | val_loss: 0.0311144 | Time: 3721.31 ms [2022-03-31 01:54:54 main:574] : INFO : Epoch 1730 | loss: 0.0310779 | val_loss: 0.0311168 | Time: 4036.09 ms [2022-03-31 01:54:58 main:574] : INFO : Epoch 1731 | loss: 0.0310777 | val_loss: 0.031117 | Time: 3702.24 ms [2022-03-31 01:55:01 main:574] : INFO : Epoch 1732 | loss: 0.0310781 | val_loss: 0.0311207 | Time: 3883.51 ms [2022-03-31 01:55:05 main:574] : INFO : Epoch 1733 | loss: 0.0310741 | val_loss: 0.0311191 | Time: 3751.28 ms [2022-03-31 01:55:09 main:574] : INFO : Epoch 1734 | loss: 0.0310737 | val_loss: 0.0311325 | Time: 3934.86 ms [2022-03-31 01:55:13 main:574] : INFO : Epoch 1735 | loss: 0.0310764 | val_loss: 0.0311278 | Time: 3879.56 ms [2022-03-31 01:55:17 main:574] : INFO : Epoch 1736 | loss: 0.031073 | val_loss: 0.031124 | Time: 3670.28 ms [2022-03-31 01:55:21 main:574] : INFO : Epoch 1737 | loss: 0.0310766 | val_loss: 0.03112 | Time: 3742.71 ms [2022-03-31 01:55:25 main:574] : INFO : Epoch 1738 | loss: 0.0310732 | val_loss: 0.0311226 | Time: 3778.95 ms [2022-03-31 01:55:29 main:574] : INFO : Epoch 1739 | loss: 0.0310725 | val_loss: 0.0311169 | Time: 3734.81 ms [2022-03-31 01:55:32 main:574] : INFO : Epoch 1740 | loss: 0.0310767 | val_loss: 0.0311142 | Time: 3744.82 ms [2022-03-31 01:55:36 main:574] : INFO : Epoch 1741 | loss: 0.0310744 | val_loss: 0.0311198 | Time: 3758.23 ms [2022-03-31 01:55:40 main:574] : INFO : Epoch 1742 | loss: 0.0310762 | val_loss: 0.0311167 | Time: 3760.72 ms [2022-03-31 01:55:44 main:574] : INFO : Epoch 1743 | loss: 0.0310739 | val_loss: 0.0311153 | Time: 3922.64 ms [2022-03-31 01:55:48 main:574] : INFO : Epoch 1744 | loss: 0.0310717 | val_loss: 0.0311196 | Time: 3822.7 ms [2022-03-31 01:55:52 main:574] : INFO : Epoch 1745 | loss: 0.0310736 | val_loss: 0.0311217 | Time: 3788.89 ms [2022-03-31 01:55:56 main:574] : INFO : Epoch 1746 | loss: 0.0310709 | val_loss: 0.031121 | Time: 3902.57 ms [2022-03-31 01:56:00 main:574] : INFO : Epoch 1747 | loss: 0.0310712 | val_loss: 0.031122 | Time: 3798.28 ms [2022-03-31 01:56:03 main:574] : INFO : Epoch 1748 | loss: 0.0310714 | val_loss: 0.0311233 | Time: 3658.09 ms [2022-03-31 01:56:07 main:574] : INFO : Epoch 1749 | loss: 0.0310738 | val_loss: 0.0311163 | Time: 3807.86 ms [2022-03-31 01:56:11 main:574] : INFO : Epoch 1750 | loss: 0.0310719 | val_loss: 0.0311139 | Time: 4019.24 ms [2022-03-31 01:56:15 main:574] : INFO : Epoch 1751 | loss: 0.0310733 | val_loss: 0.0311188 | Time: 3756.98 ms [2022-03-31 01:56:19 main:574] : INFO : Epoch 1752 | loss: 0.0310732 | val_loss: 0.0311217 | Time: 3743.84 ms [2022-03-31 01:56:24 main:574] : INFO : Epoch 1753 | loss: 0.0310741 | val_loss: 0.0311183 | Time: 3815.46 ms [2022-03-31 01:56:27 main:574] : INFO : Epoch 1754 | loss: 0.0310708 | val_loss: 0.0311192 | Time: 3726.34 ms [2022-03-31 01:56:31 main:574] : INFO : Epoch 1755 | loss: 0.0310763 | val_loss: 0.031128 | Time: 3798.66 ms [2022-03-31 01:56:35 main:574] : INFO : Epoch 1756 | loss: 0.0310796 | val_loss: 0.0311198 | Time: 3702.51 ms [2022-03-31 01:56:39 main:574] : INFO : Epoch 1757 | loss: 0.0310768 | val_loss: 0.0311245 | Time: 3910.73 ms [2022-03-31 01:56:43 main:574] : INFO : Epoch 1758 | loss: 0.031075 | val_loss: 0.0311294 | Time: 3726.76 ms [2022-03-31 01:56:47 main:574] : INFO : Epoch 1759 | loss: 0.0310809 | val_loss: 0.0311305 | Time: 3717.7 ms [2022-03-31 01:56:50 main:574] : INFO : Epoch 1760 | loss: 0.0310776 | val_loss: 0.0311207 | Time: 3756.12 ms [2022-03-31 01:56:54 main:574] : INFO : Epoch 1761 | loss: 0.0310792 | val_loss: 0.0311334 | Time: 3710.59 ms [2022-03-31 01:56:58 main:574] : INFO : Epoch 1762 | loss: 0.0310934 | val_loss: 0.0311297 | Time: 3986.29 ms [2022-03-31 01:57:02 main:574] : INFO : Epoch 1763 | loss: 0.0311342 | val_loss: 0.0312553 | Time: 3767.55 ms [2022-03-31 01:57:06 main:574] : INFO : Epoch 1764 | loss: 0.0324086 | val_loss: 0.0322784 | Time: 3779.26 ms [2022-03-31 01:57:10 main:574] : INFO : Epoch 1765 | loss: 0.0331581 | val_loss: 0.0318641 | Time: 3915.57 ms [2022-03-31 01:57:14 main:574] : INFO : Epoch 1766 | loss: 0.0314059 | val_loss: 0.0312341 | Time: 3916.89 ms [2022-03-31 01:57:18 main:574] : INFO : Epoch 1767 | loss: 0.0311672 | val_loss: 0.0311462 | Time: 3748.11 ms [2022-03-31 01:57:22 main:574] : INFO : Epoch 1768 | loss: 0.0311111 | val_loss: 0.0311237 | Time: 3702.4 ms [2022-03-31 01:57:26 main:574] : INFO : Epoch 1769 | loss: 0.0310952 | val_loss: 0.0311206 | Time: 3735.15 ms [2022-03-31 01:57:30 main:574] : INFO : Epoch 1770 | loss: 0.0310948 | val_loss: 0.0311264 | Time: 3784.7 ms [2022-03-31 01:57:33 main:574] : INFO : Epoch 1771 | loss: 0.0310996 | val_loss: 0.0311265 | Time: 3727.51 ms [2022-03-31 01:57:37 main:574] : INFO : Epoch 1772 | loss: 0.0310974 | val_loss: 0.0311267 | Time: 3714.51 ms [2022-03-31 01:57:41 main:574] : INFO : Epoch 1773 | loss: 0.031092 | val_loss: 0.0311262 | Time: 3717.34 ms [2022-03-31 01:57:45 main:574] : INFO : Epoch 1774 | loss: 0.0310907 | val_loss: 0.0311215 | Time: 3778.9 ms [2022-03-31 01:57:48 main:574] : INFO : Epoch 1775 | loss: 0.0310901 | val_loss: 0.0311265 | Time: 3679.57 ms [2022-03-31 01:57:52 main:574] : INFO : Epoch 1776 | loss: 0.0310884 | val_loss: 0.0311219 | Time: 3698.9 ms [2022-03-31 01:57:56 main:574] : INFO : Epoch 1777 | loss: 0.0310902 | val_loss: 0.03112 | Time: 3812.16 ms [2022-03-31 01:58:00 main:574] : INFO : Epoch 1778 | loss: 0.0310874 | val_loss: 0.0311206 | Time: 3948.75 ms [2022-03-31 01:58:04 main:574] : INFO : Epoch 1779 | loss: 0.0310856 | val_loss: 0.0311198 | Time: 3802.77 ms [2022-03-31 01:58:08 main:574] : INFO : Epoch 1780 | loss: 0.0310863 | val_loss: 0.0311183 | Time: 3756.16 ms [2022-03-31 01:58:12 main:574] : INFO : Epoch 1781 | loss: 0.0310824 | val_loss: 0.031119 | Time: 4028.46 ms [2022-03-31 01:58:16 main:574] : INFO : Epoch 1782 | loss: 0.0310865 | val_loss: 0.0311265 | Time: 3988.5 ms [2022-03-31 01:58:20 main:574] : INFO : Epoch 1783 | loss: 0.031097 | val_loss: 0.0311232 | Time: 3721.66 ms [2022-03-31 01:58:24 main:574] : INFO : Epoch 1784 | loss: 0.0310901 | val_loss: 0.0311189 | Time: 3900.82 ms [2022-03-31 01:58:28 main:574] : INFO : Epoch 1785 | loss: 0.0310848 | val_loss: 0.0311163 | Time: 3843.51 ms [2022-03-31 01:58:32 main:574] : INFO : Epoch 1786 | loss: 0.0310827 | val_loss: 0.0311138 | Time: 3766.6 ms [2022-03-31 01:58:35 main:574] : INFO : Epoch 1787 | loss: 0.0310812 | val_loss: 0.0311198 | Time: 3882.14 ms [2022-03-31 01:58:39 main:574] : INFO : Epoch 1788 | loss: 0.0310817 | val_loss: 0.031121 | Time: 3698.83 ms [2022-03-31 01:58:43 main:574] : INFO : Epoch 1789 | loss: 0.0310802 | val_loss: 0.0311158 | Time: 3798.13 ms [2022-03-31 01:58:47 main:574] : INFO : Epoch 1790 | loss: 0.0310784 | val_loss: 0.0311172 | Time: 3692.23 ms [2022-03-31 01:58:51 main:574] : INFO : Epoch 1791 | loss: 0.0310788 | val_loss: 0.0311112 | Time: 3802.86 ms [2022-03-31 01:58:55 main:574] : INFO : Epoch 1792 | loss: 0.0310783 | val_loss: 0.0311145 | Time: 3769.22 ms [2022-03-31 01:58:58 main:574] : INFO : Epoch 1793 | loss: 0.0310774 | val_loss: 0.0311172 | Time: 3829.05 ms [2022-03-31 01:59:02 main:574] : INFO : Epoch 1794 | loss: 0.031078 | val_loss: 0.0311119 | Time: 3889.46 ms [2022-03-31 01:59:06 main:574] : INFO : Epoch 1795 | loss: 0.0310768 | val_loss: 0.0311187 | Time: 3706.16 ms [2022-03-31 01:59:10 main:574] : INFO : Epoch 1796 | loss: 0.0310741 | val_loss: 0.0311174 | Time: 3744.53 ms [2022-03-31 01:59:14 main:574] : INFO : Epoch 1797 | loss: 0.0310755 | val_loss: 0.0311168 | Time: 4072.73 ms [2022-03-31 01:59:18 main:574] : INFO : Epoch 1798 | loss: 0.0310773 | val_loss: 0.0311193 | Time: 3827.03 ms [2022-03-31 01:59:22 main:574] : INFO : Epoch 1799 | loss: 0.0310755 | val_loss: 0.0311205 | Time: 3834.1 ms [2022-03-31 01:59:26 main:574] : INFO : Epoch 1800 | loss: 0.0310757 | val_loss: 0.0311231 | Time: 3733.07 ms [2022-03-31 01:59:30 main:574] : INFO : Epoch 1801 | loss: 0.0310729 | val_loss: 0.0311197 | Time: 3772.44 ms [2022-03-31 01:59:33 main:574] : INFO : Epoch 1802 | loss: 0.031072 | val_loss: 0.0311201 | Time: 3732.83 ms [2022-03-31 01:59:37 main:574] : INFO : Epoch 1803 | loss: 0.0310743 | val_loss: 0.0311183 | Time: 3733.32 ms [2022-03-31 01:59:41 main:574] : INFO : Epoch 1804 | loss: 0.0310725 | val_loss: 0.0311177 | Time: 3769.69 ms [2022-03-31 01:59:45 main:574] : INFO : Epoch 1805 | loss: 0.0310722 | val_loss: 0.0311198 | Time: 3676.43 ms [2022-03-31 01:59:48 main:574] : INFO : Epoch 1806 | loss: 0.0310777 | val_loss: 0.0311213 | Time: 3774.71 ms [2022-03-31 01:59:52 main:574] : INFO : Epoch 1807 | loss: 0.0310768 | val_loss: 0.0311225 | Time: 3709.63 ms [2022-03-31 01:59:56 main:574] : INFO : Epoch 1808 | loss: 0.0310784 | val_loss: 0.0311195 | Time: 3754.62 ms [2022-03-31 02:00:00 main:574] : INFO : Epoch 1809 | loss: 0.0311014 | val_loss: 0.0311443 | Time: 3969.82 ms [2022-03-31 02:00:04 main:574] : INFO : Epoch 1810 | loss: 0.0311489 | val_loss: 0.0311477 | Time: 3748.72 ms [2022-03-31 02:00:08 main:574] : INFO : Epoch 1811 | loss: 0.0311501 | val_loss: 0.0311434 | Time: 3880.32 ms [2022-03-31 02:00:12 main:574] : INFO : Epoch 1812 | loss: 0.0311398 | val_loss: 0.031135 | Time: 3722.78 ms [2022-03-31 02:00:16 main:574] : INFO : Epoch 1813 | loss: 0.0311301 | val_loss: 0.0311319 | Time: 4011.71 ms [2022-03-31 02:00:20 main:574] : INFO : Epoch 1814 | loss: 0.0311235 | val_loss: 0.0311324 | Time: 3933.37 ms [2022-03-31 02:00:23 main:574] : INFO : Epoch 1815 | loss: 0.0311184 | val_loss: 0.0311343 | Time: 3705.09 ms [2022-03-31 02:00:27 main:574] : INFO : Epoch 1816 | loss: 0.0311159 | val_loss: 0.0311327 | Time: 3740.63 ms [2022-03-31 02:00:31 main:574] : INFO : Epoch 1817 | loss: 0.0311135 | val_loss: 0.0311305 | Time: 3724.28 ms [2022-03-31 02:00:35 main:574] : INFO : Epoch 1818 | loss: 0.031111 | val_loss: 0.0311285 | Time: 3794.32 ms [2022-03-31 02:00:39 main:574] : INFO : Epoch 1819 | loss: 0.031109 | val_loss: 0.0311272 | Time: 3686.59 ms [2022-03-31 02:00:42 main:574] : INFO : Epoch 1820 | loss: 0.0311057 | val_loss: 0.0311242 | Time: 3764.9 ms [2022-03-31 02:00:46 main:574] : INFO : Epoch 1821 | loss: 0.0311038 | val_loss: 0.0311241 | Time: 3786.6 ms [2022-03-31 02:00:50 main:574] : INFO : Epoch 1822 | loss: 0.0311037 | val_loss: 0.0311221 | Time: 3676.73 ms [2022-03-31 02:00:54 main:574] : INFO : Epoch 1823 | loss: 0.0311033 | val_loss: 0.031122 | Time: 3759.83 ms [2022-03-31 02:00:58 main:574] : INFO : Epoch 1824 | loss: 0.0311045 | val_loss: 0.0311312 | Time: 3670.71 ms [2022-03-31 02:01:02 main:574] : INFO : Epoch 1825 | loss: 0.0311087 | val_loss: 0.0311255 | Time: 3969.09 ms [2022-03-31 02:01:05 main:574] : INFO : Epoch 1826 | loss: 0.0311064 | val_loss: 0.0311209 | Time: 3803.82 ms [2022-03-31 02:01:09 main:574] : INFO : Epoch 1827 | loss: 0.0311021 | val_loss: 0.0311214 | Time: 3689.67 ms [2022-03-31 02:01:13 main:574] : INFO : Epoch 1828 | loss: 0.0311016 | val_loss: 0.0311179 | Time: 3740.46 ms [2022-03-31 02:01:17 main:574] : INFO : Epoch 1829 | loss: 0.0311015 | val_loss: 0.0311203 | Time: 3975.99 ms [2022-03-31 02:01:21 main:574] : INFO : Epoch 1830 | loss: 0.0310977 | val_loss: 0.0311183 | Time: 3849.8 ms [2022-03-31 02:01:25 main:574] : INFO : Epoch 1831 | loss: 0.031096 | val_loss: 0.0311185 | Time: 3916.26 ms [2022-03-31 02:01:29 main:574] : INFO : Epoch 1832 | loss: 0.0310959 | val_loss: 0.03112 | Time: 3723.3 ms [2022-03-31 02:01:33 main:574] : INFO : Epoch 1833 | loss: 0.031096 | val_loss: 0.0311252 | Time: 3766.11 ms [2022-03-31 02:01:37 main:574] : INFO : Epoch 1834 | loss: 0.0310961 | val_loss: 0.0311186 | Time: 3692.2 ms [2022-03-31 02:01:41 main:574] : INFO : Epoch 1835 | loss: 0.0310941 | val_loss: 0.0311207 | Time: 3776.93 ms [2022-03-31 02:01:45 main:574] : INFO : Epoch 1836 | loss: 0.0310942 | val_loss: 0.0311207 | Time: 3810.74 ms [2022-03-31 02:01:49 main:574] : INFO : Epoch 1837 | loss: 0.0310941 | val_loss: 0.0311196 | Time: 3687.22 ms [2022-03-31 02:01:52 main:574] : INFO : Epoch 1838 | loss: 0.0310915 | val_loss: 0.0311216 | Time: 3763.93 ms [2022-03-31 02:01:56 main:574] : INFO : Epoch 1839 | loss: 0.0310907 | val_loss: 0.0311224 | Time: 3710.64 ms [2022-03-31 02:02:00 main:574] : INFO : Epoch 1840 | loss: 0.0310899 | val_loss: 0.0311234 | Time: 3751.02 ms [2022-03-31 02:02:04 main:574] : INFO : Epoch 1841 | loss: 0.0310882 | val_loss: 0.0311198 | Time: 3979.78 ms [2022-03-31 02:02:08 main:574] : INFO : Epoch 1842 | loss: 0.0310882 | val_loss: 0.0311212 | Time: 3718.09 ms [2022-03-31 02:02:12 main:574] : INFO : Epoch 1843 | loss: 0.0310877 | val_loss: 0.0311201 | Time: 3776.5 ms [2022-03-31 02:02:15 main:574] : INFO : Epoch 1844 | loss: 0.0310869 | val_loss: 0.0311215 | Time: 3707.99 ms [2022-03-31 02:02:20 main:574] : INFO : Epoch 1845 | loss: 0.0310869 | val_loss: 0.0311217 | Time: 4040.44 ms [2022-03-31 02:02:23 main:574] : INFO : Epoch 1846 | loss: 0.031088 | val_loss: 0.0311248 | Time: 3768.32 ms [2022-03-31 02:02:27 main:574] : INFO : Epoch 1847 | loss: 0.0310886 | val_loss: 0.0311187 | Time: 3753.95 ms [2022-03-31 02:02:31 main:574] : INFO : Epoch 1848 | loss: 0.0310862 | val_loss: 0.0311208 | Time: 3773.06 ms [2022-03-31 02:02:35 main:574] : INFO : Epoch 1849 | loss: 0.0310892 | val_loss: 0.0311221 | Time: 3744.58 ms [2022-03-31 02:02:39 main:574] : INFO : Epoch 1850 | loss: 0.0310882 | val_loss: 0.0311207 | Time: 3756.49 ms [2022-03-31 02:02:42 main:574] : INFO : Epoch 1851 | loss: 0.0310921 | val_loss: 0.0311194 | Time: 3710.27 ms [2022-03-31 02:02:46 main:574] : INFO : Epoch 1852 | loss: 0.0310896 | val_loss: 0.0311167 | Time: 3821.94 ms [2022-03-31 02:02:50 main:574] : INFO : Epoch 1853 | loss: 0.0310873 | val_loss: 0.0311171 | Time: 3797.51 ms [2022-03-31 02:02:54 main:574] : INFO : Epoch 1854 | loss: 0.0310866 | val_loss: 0.0311174 | Time: 3718.09 ms [2022-03-31 02:02:58 main:574] : INFO : Epoch 1855 | loss: 0.0310861 | val_loss: 0.031117 | Time: 3753.7 ms [2022-03-31 02:03:01 main:574] : INFO : Epoch 1856 | loss: 0.0310855 | val_loss: 0.0311162 | Time: 3709.91 ms [2022-03-31 02:03:05 main:574] : INFO : Epoch 1857 | loss: 0.0310851 | val_loss: 0.0311166 | Time: 3958.13 ms [2022-03-31 02:03:09 main:574] : INFO : Epoch 1858 | loss: 0.0310838 | val_loss: 0.0311213 | Time: 3690.22 ms [2022-03-31 02:03:13 main:574] : INFO : Epoch 1859 | loss: 0.0310867 | val_loss: 0.0311179 | Time: 3773.15 ms [2022-03-31 02:03:17 main:574] : INFO : Epoch 1860 | loss: 0.0310842 | val_loss: 0.0311154 | Time: 3815.26 ms [2022-03-31 02:03:21 main:574] : INFO : Epoch 1861 | loss: 0.0310843 | val_loss: 0.031124 | Time: 3961.49 ms [2022-03-31 02:03:25 main:574] : INFO : Epoch 1862 | loss: 0.0310831 | val_loss: 0.0311206 | Time: 3858.84 ms [2022-03-31 02:03:30 main:574] : INFO : Epoch 1863 | loss: 0.0310844 | val_loss: 0.0311196 | Time: 3754.56 ms [2022-03-31 02:03:33 main:574] : INFO : Epoch 1864 | loss: 0.0310875 | val_loss: 0.0311203 | Time: 3725.71 ms [2022-03-31 02:03:37 main:574] : INFO : Epoch 1865 | loss: 0.0310881 | val_loss: 0.0311228 | Time: 3758.1 ms [2022-03-31 02:03:41 main:574] : INFO : Epoch 1866 | loss: 0.0310897 | val_loss: 0.0311217 | Time: 3694.79 ms [2022-03-31 02:03:45 main:574] : INFO : Epoch 1867 | loss: 0.0310931 | val_loss: 0.0311204 | Time: 3804.14 ms [2022-03-31 02:03:49 main:574] : INFO : Epoch 1868 | loss: 0.031094 | val_loss: 0.0311258 | Time: 3874.6 ms [2022-03-31 02:03:53 main:574] : INFO : Epoch 1869 | loss: 0.0310919 | val_loss: 0.0311208 | Time: 3672.95 ms [2022-03-31 02:03:56 main:574] : INFO : Epoch 1870 | loss: 0.0310945 | val_loss: 0.0311186 | Time: 3782.86 ms [2022-03-31 02:04:00 main:574] : INFO : Epoch 1871 | loss: 0.0310928 | val_loss: 0.031124 | Time: 3716.17 ms [2022-03-31 02:04:04 main:574] : INFO : Epoch 1872 | loss: 0.0310881 | val_loss: 0.0311163 | Time: 3855.36 ms [2022-03-31 02:04:08 main:574] : INFO : Epoch 1873 | loss: 0.0310867 | val_loss: 0.0311152 | Time: 3900.37 ms [2022-03-31 02:04:12 main:574] : INFO : Epoch 1874 | loss: 0.0310899 | val_loss: 0.031121 | Time: 3758.52 ms [2022-03-31 02:04:16 main:574] : INFO : Epoch 1875 | loss: 0.0310977 | val_loss: 0.0311226 | Time: 3779.26 ms [2022-03-31 02:04:19 main:574] : INFO : Epoch 1876 | loss: 0.0310946 | val_loss: 0.0311208 | Time: 3802.74 ms [2022-03-31 02:04:24 main:574] : INFO : Epoch 1877 | loss: 0.031095 | val_loss: 0.0311182 | Time: 3980.08 ms [2022-03-31 02:04:28 main:574] : INFO : Epoch 1878 | loss: 0.0310919 | val_loss: 0.0311228 | Time: 3735.89 ms [2022-03-31 02:04:31 main:574] : INFO : Epoch 1879 | loss: 0.0310891 | val_loss: 0.0311183 | Time: 3762.81 ms [2022-03-31 02:04:35 main:574] : INFO : Epoch 1880 | loss: 0.0310871 | val_loss: 0.0311194 | Time: 3820.35 ms [2022-03-31 02:04:39 main:574] : INFO : Epoch 1881 | loss: 0.0310891 | val_loss: 0.0311119 | Time: 3658.61 ms [2022-03-31 02:04:43 main:574] : INFO : Epoch 1882 | loss: 0.031088 | val_loss: 0.0311204 | Time: 3782.03 ms [2022-03-31 02:04:47 main:574] : INFO : Epoch 1883 | loss: 0.031087 | val_loss: 0.031118 | Time: 3685.94 ms [2022-03-31 02:04:51 main:574] : INFO : Epoch 1884 | loss: 0.0310876 | val_loss: 0.0311186 | Time: 3750.64 ms [2022-03-31 02:04:54 main:574] : INFO : Epoch 1885 | loss: 0.0310921 | val_loss: 0.0311223 | Time: 3750.24 ms [2022-03-31 02:04:58 main:574] : INFO : Epoch 1886 | loss: 0.0310906 | val_loss: 0.0311199 | Time: 3675.55 ms [2022-03-31 02:05:02 main:574] : INFO : Epoch 1887 | loss: 0.0310893 | val_loss: 0.0311203 | Time: 3917.34 ms [2022-03-31 02:05:06 main:574] : INFO : Epoch 1888 | loss: 0.0310909 | val_loss: 0.0311176 | Time: 3811.5 ms [2022-03-31 02:05:11 main:574] : INFO : Epoch 1889 | loss: 0.0310876 | val_loss: 0.0311195 | Time: 3721.95 ms [2022-03-31 02:05:15 main:574] : INFO : Epoch 1890 | loss: 0.0310877 | val_loss: 0.0311188 | Time: 3800.77 ms [2022-03-31 02:05:19 main:574] : INFO : Epoch 1891 | loss: 0.0310885 | val_loss: 0.0311183 | Time: 3729.85 ms [2022-03-31 02:05:23 main:574] : INFO : Epoch 1892 | loss: 0.0310904 | val_loss: 0.0311178 | Time: 4000.97 ms [2022-03-31 02:05:27 main:574] : INFO : Epoch 1893 | loss: 0.031087 | val_loss: 0.0311115 | Time: 3846.51 ms [2022-03-31 02:05:30 main:574] : INFO : Epoch 1894 | loss: 0.0310848 | val_loss: 0.031116 | Time: 3797.92 ms [2022-03-31 02:05:34 main:574] : INFO : Epoch 1895 | loss: 0.0310843 | val_loss: 0.0311131 | Time: 3812.55 ms [2022-03-31 02:05:38 main:574] : INFO : Epoch 1896 | loss: 0.0310876 | val_loss: 0.0311185 | Time: 3722.33 ms [2022-03-31 02:05:42 main:574] : INFO : Epoch 1897 | loss: 0.0310868 | val_loss: 0.0311156 | Time: 3719.77 ms [2022-03-31 02:05:46 main:574] : INFO : Epoch 1898 | loss: 0.0310847 | val_loss: 0.031115 | Time: 3737.93 ms [2022-03-31 02:05:50 main:574] : INFO : Epoch 1899 | loss: 0.0310871 | val_loss: 0.0311147 | Time: 3800.08 ms [2022-03-31 02:05:53 main:574] : INFO : Epoch 1900 | loss: 0.0310852 | val_loss: 0.0311154 | Time: 3783.96 ms [2022-03-31 02:05:57 main:574] : INFO : Epoch 1901 | loss: 0.0310836 | val_loss: 0.0311156 | Time: 3771.24 ms [2022-03-31 02:06:01 main:574] : INFO : Epoch 1902 | loss: 0.031091 | val_loss: 0.0311123 | Time: 3814.81 ms [2022-03-31 02:06:05 main:574] : INFO : Epoch 1903 | loss: 0.0310902 | val_loss: 0.03112 | Time: 3745.87 ms [2022-03-31 02:06:09 main:574] : INFO : Epoch 1904 | loss: 0.0310875 | val_loss: 0.0311192 | Time: 3990.7 ms [2022-03-31 02:06:13 main:574] : INFO : Epoch 1905 | loss: 0.0310885 | val_loss: 0.0311204 | Time: 3791.31 ms [2022-03-31 02:06:17 main:574] : INFO : Epoch 1906 | loss: 0.0310914 | val_loss: 0.031122 | Time: 3678.02 ms [2022-03-31 02:06:20 main:574] : INFO : Epoch 1907 | loss: 0.031093 | val_loss: 0.031121 | Time: 3769.91 ms [2022-03-31 02:06:24 main:574] : INFO : Epoch 1908 | loss: 0.031091 | val_loss: 0.0311253 | Time: 3961.65 ms [2022-03-31 02:06:28 main:574] : INFO : Epoch 1909 | loss: 0.0310894 | val_loss: 0.0311239 | Time: 3922.23 ms [2022-03-31 02:06:32 main:574] : INFO : Epoch 1910 | loss: 0.0310875 | val_loss: 0.0311236 | Time: 3658.72 ms [2022-03-31 02:06:36 main:574] : INFO : Epoch 1911 | loss: 0.0310869 | val_loss: 0.0311183 | Time: 3867.97 ms [2022-03-31 02:06:40 main:574] : INFO : Epoch 1912 | loss: 0.0310851 | val_loss: 0.0311201 | Time: 3770.73 ms [2022-03-31 02:06:44 main:574] : INFO : Epoch 1913 | loss: 0.0310859 | val_loss: 0.0311238 | Time: 3668.69 ms [2022-03-31 02:06:47 main:574] : INFO : Epoch 1914 | loss: 0.0310944 | val_loss: 0.0311275 | Time: 3766.74 ms [2022-03-31 02:06:51 main:574] : INFO : Epoch 1915 | loss: 0.0311264 | val_loss: 0.0311486 | Time: 3711.59 ms [2022-03-31 02:06:56 main:574] : INFO : Epoch 1916 | loss: 0.0311319 | val_loss: 0.0311382 | Time: 3734.01 ms [2022-03-31 02:07:00 main:574] : INFO : Epoch 1917 | loss: 0.0311161 | val_loss: 0.031126 | Time: 3777.14 ms [2022-03-31 02:07:03 main:574] : INFO : Epoch 1918 | loss: 0.031108 | val_loss: 0.0311232 | Time: 3713.25 ms [2022-03-31 02:07:07 main:574] : INFO : Epoch 1919 | loss: 0.0311054 | val_loss: 0.0311238 | Time: 3798.14 ms [2022-03-31 02:07:11 main:574] : INFO : Epoch 1920 | loss: 0.0311025 | val_loss: 0.0311249 | Time: 3904.49 ms [2022-03-31 02:07:15 main:574] : INFO : Epoch 1921 | loss: 0.0311005 | val_loss: 0.0311239 | Time: 3782.1 ms [2022-03-31 02:07:19 main:574] : INFO : Epoch 1922 | loss: 0.0310974 | val_loss: 0.0311259 | Time: 3768.96 ms [2022-03-31 02:07:23 main:574] : INFO : Epoch 1923 | loss: 0.0310964 | val_loss: 0.0311208 | Time: 3780.71 ms [2022-03-31 02:07:27 main:574] : INFO : Epoch 1924 | loss: 0.031094 | val_loss: 0.0311199 | Time: 4089.82 ms [2022-03-31 02:07:31 main:574] : INFO : Epoch 1925 | loss: 0.0310937 | val_loss: 0.031124 | Time: 3699.46 ms [2022-03-31 02:07:35 main:574] : INFO : Epoch 1926 | loss: 0.031092 | val_loss: 0.0311263 | Time: 3739.6 ms [2022-03-31 02:07:38 main:574] : INFO : Epoch 1927 | loss: 0.031092 | val_loss: 0.0311206 | Time: 3796.9 ms [2022-03-31 02:07:42 main:574] : INFO : Epoch 1928 | loss: 0.031088 | val_loss: 0.0311221 | Time: 3691.48 ms [2022-03-31 02:07:46 main:574] : INFO : Epoch 1929 | loss: 0.0310899 | val_loss: 0.0311263 | Time: 3766.75 ms [2022-03-31 02:07:50 main:574] : INFO : Epoch 1930 | loss: 0.0310903 | val_loss: 0.0311233 | Time: 3712.07 ms [2022-03-31 02:07:54 main:574] : INFO : Epoch 1931 | loss: 0.0310869 | val_loss: 0.031125 | Time: 3758.41 ms [2022-03-31 02:07:57 main:574] : INFO : Epoch 1932 | loss: 0.0310855 | val_loss: 0.0311231 | Time: 3799.29 ms [2022-03-31 02:08:01 main:574] : INFO : Epoch 1933 | loss: 0.0310844 | val_loss: 0.0311276 | Time: 3694.78 ms [2022-03-31 02:08:05 main:574] : INFO : Epoch 1934 | loss: 0.0310857 | val_loss: 0.0311253 | Time: 3771.86 ms [2022-03-31 02:08:09 main:574] : INFO : Epoch 1935 | loss: 0.0310825 | val_loss: 0.0311267 | Time: 3721.79 ms [2022-03-31 02:08:13 main:574] : INFO : Epoch 1936 | loss: 0.0310881 | val_loss: 0.0311313 | Time: 3984.36 ms [2022-03-31 02:08:17 main:574] : INFO : Epoch 1937 | loss: 0.0310896 | val_loss: 0.0311237 | Time: 3688.3 ms [2022-03-31 02:08:20 main:574] : INFO : Epoch 1938 | loss: 0.0310856 | val_loss: 0.0311289 | Time: 3796.08 ms [2022-03-31 02:08:24 main:574] : INFO : Epoch 1939 | loss: 0.0310871 | val_loss: 0.0311197 | Time: 3840.22 ms [2022-03-31 02:08:28 main:574] : INFO : Epoch 1940 | loss: 0.0310876 | val_loss: 0.0311184 | Time: 4003.1 ms [2022-03-31 02:08:32 main:574] : INFO : Epoch 1941 | loss: 0.0310898 | val_loss: 0.0311269 | Time: 3836.17 ms [2022-03-31 02:08:36 main:574] : INFO : Epoch 1942 | loss: 0.0310941 | val_loss: 0.0311245 | Time: 3732.46 ms [2022-03-31 02:08:40 main:574] : INFO : Epoch 1943 | loss: 0.0310916 | val_loss: 0.0311264 | Time: 3785.88 ms [2022-03-31 02:08:44 main:574] : INFO : Epoch 1944 | loss: 0.0310905 | val_loss: 0.0311224 | Time: 3764.88 ms [2022-03-31 02:08:48 main:574] : INFO : Epoch 1945 | loss: 0.0310879 | val_loss: 0.0311227 | Time: 3697.82 ms [2022-03-31 02:08:51 main:574] : INFO : Epoch 1946 | loss: 0.0310852 | val_loss: 0.0311255 | Time: 3697.13 ms [2022-03-31 02:08:55 main:574] : INFO : Epoch 1947 | loss: 0.0310867 | val_loss: 0.0311206 | Time: 3676.21 ms [2022-03-31 02:08:59 main:574] : INFO : Epoch 1948 | loss: 0.0310844 | val_loss: 0.0311229 | Time: 3783.07 ms [2022-03-31 02:09:03 main:574] : INFO : Epoch 1949 | loss: 0.0310831 | val_loss: 0.0311212 | Time: 3762.69 ms [2022-03-31 02:09:06 main:574] : INFO : Epoch 1950 | loss: 0.0310816 | val_loss: 0.0311266 | Time: 3740.4 ms [2022-03-31 02:09:10 main:574] : INFO : Epoch 1951 | loss: 0.0310859 | val_loss: 0.0311253 | Time: 3836.14 ms [2022-03-31 02:09:14 main:574] : INFO : Epoch 1952 | loss: 0.0310877 | val_loss: 0.0311233 | Time: 3884.15 ms [2022-03-31 02:09:18 main:574] : INFO : Epoch 1953 | loss: 0.0310879 | val_loss: 0.0311264 | Time: 3784.68 ms [2022-03-31 02:09:22 main:574] : INFO : Epoch 1954 | loss: 0.0310858 | val_loss: 0.0311253 | Time: 3816.67 ms [2022-03-31 02:09:26 main:574] : INFO : Epoch 1955 | loss: 0.0310807 | val_loss: 0.0311254 | Time: 3939.58 ms [2022-03-31 02:09:30 main:574] : INFO : Epoch 1956 | loss: 0.0310802 | val_loss: 0.0311252 | Time: 4148.35 ms [2022-03-31 02:09:34 main:574] : INFO : Epoch 1957 | loss: 0.0310816 | val_loss: 0.0311303 | Time: 3819.65 ms [2022-03-31 02:09:38 main:574] : INFO : Epoch 1958 | loss: 0.031079 | val_loss: 0.0311211 | Time: 3838.8 ms [2022-03-31 02:09:42 main:574] : INFO : Epoch 1959 | loss: 0.0310794 | val_loss: 0.0311236 | Time: 3772.25 ms [2022-03-31 02:09:46 main:574] : INFO : Epoch 1960 | loss: 0.0310813 | val_loss: 0.0311218 | Time: 3795.87 ms [2022-03-31 02:09:50 main:574] : INFO : Epoch 1961 | loss: 0.0310831 | val_loss: 0.0311205 | Time: 3795.43 ms [2022-03-31 02:09:53 main:574] : INFO : Epoch 1962 | loss: 0.0310811 | val_loss: 0.0311298 | Time: 3768.88 ms [2022-03-31 02:09:57 main:574] : INFO : Epoch 1963 | loss: 0.031084 | val_loss: 0.0311254 | Time: 3853.85 ms [2022-03-31 02:10:01 main:574] : INFO : Epoch 1964 | loss: 0.0310835 | val_loss: 0.031133 | Time: 3753.51 ms [2022-03-31 02:10:05 main:574] : INFO : Epoch 1965 | loss: 0.031085 | val_loss: 0.0311248 | Time: 3793.08 ms [2022-03-31 02:10:09 main:574] : INFO : Epoch 1966 | loss: 0.0310821 | val_loss: 0.0311246 | Time: 3765.59 ms [2022-03-31 02:10:13 main:574] : INFO : Epoch 1967 | loss: 0.0310811 | val_loss: 0.0311244 | Time: 3829.39 ms [2022-03-31 02:10:17 main:574] : INFO : Epoch 1968 | loss: 0.0310812 | val_loss: 0.0311256 | Time: 3822.83 ms [2022-03-31 02:10:21 main:574] : INFO : Epoch 1969 | loss: 0.031085 | val_loss: 0.0311251 | Time: 3755.48 ms [2022-03-31 02:10:24 main:574] : INFO : Epoch 1970 | loss: 0.0310888 | val_loss: 0.0311209 | Time: 3798.06 ms [2022-03-31 02:10:28 main:574] : INFO : Epoch 1971 | loss: 0.0310879 | val_loss: 0.0311438 | Time: 4016.4 ms [2022-03-31 02:10:33 main:574] : INFO : Epoch 1972 | loss: 0.0311206 | val_loss: 0.031142 | Time: 3883.11 ms [2022-03-31 02:10:36 main:574] : INFO : Epoch 1973 | loss: 0.0311165 | val_loss: 0.0311339 | Time: 3788.66 ms [2022-03-31 02:10:40 main:574] : INFO : Epoch 1974 | loss: 0.0311063 | val_loss: 0.0311334 | Time: 3703.09 ms [2022-03-31 02:10:44 main:574] : INFO : Epoch 1975 | loss: 0.0311034 | val_loss: 0.0311216 | Time: 3773.32 ms [2022-03-31 02:10:48 main:574] : INFO : Epoch 1976 | loss: 0.0311009 | val_loss: 0.0311249 | Time: 3772.96 ms [2022-03-31 02:10:52 main:574] : INFO : Epoch 1977 | loss: 0.0310999 | val_loss: 0.0311218 | Time: 3716.11 ms [2022-03-31 02:10:55 main:574] : INFO : Epoch 1978 | loss: 0.0310976 | val_loss: 0.0311219 | Time: 3765.74 ms [2022-03-31 02:10:59 main:574] : INFO : Epoch 1979 | loss: 0.0310956 | val_loss: 0.0311236 | Time: 3703.45 ms [2022-03-31 02:11:03 main:574] : INFO : Epoch 1980 | loss: 0.0310941 | val_loss: 0.0311202 | Time: 3818.45 ms [2022-03-31 02:11:07 main:574] : INFO : Epoch 1981 | loss: 0.0310919 | val_loss: 0.0311209 | Time: 3749.35 ms [2022-03-31 02:11:11 main:574] : INFO : Epoch 1982 | loss: 0.0310901 | val_loss: 0.0311199 | Time: 3752.16 ms [2022-03-31 02:11:15 main:574] : INFO : Epoch 1983 | loss: 0.0310896 | val_loss: 0.03112 | Time: 3930.57 ms [2022-03-31 02:11:19 main:574] : INFO : Epoch 1984 | loss: 0.0310887 | val_loss: 0.0311217 | Time: 3768.23 ms [2022-03-31 02:11:23 main:574] : INFO : Epoch 1985 | loss: 0.0310888 | val_loss: 0.0311217 | Time: 3827.14 ms [2022-03-31 02:11:27 main:574] : INFO : Epoch 1986 | loss: 0.0311011 | val_loss: 0.031125 | Time: 3736.27 ms [2022-03-31 02:11:31 main:574] : INFO : Epoch 1987 | loss: 0.0310989 | val_loss: 0.0311213 | Time: 4062.67 ms [2022-03-31 02:11:35 main:574] : INFO : Epoch 1988 | loss: 0.0310954 | val_loss: 0.0311226 | Time: 3975.4 ms [2022-03-31 02:11:38 main:574] : INFO : Epoch 1989 | loss: 0.031095 | val_loss: 0.0311219 | Time: 3723.49 ms [2022-03-31 02:11:42 main:574] : INFO : Epoch 1990 | loss: 0.0310946 | val_loss: 0.0311192 | Time: 3815.05 ms [2022-03-31 02:11:46 main:574] : INFO : Epoch 1991 | loss: 0.0310892 | val_loss: 0.0311173 | Time: 3675.39 ms [2022-03-31 02:11:50 main:574] : INFO : Epoch 1992 | loss: 0.0310896 | val_loss: 0.031115 | Time: 3784.17 ms [2022-03-31 02:11:54 main:574] : INFO : Epoch 1993 | loss: 0.0310906 | val_loss: 0.0311208 | Time: 3749.85 ms [2022-03-31 02:11:57 main:574] : INFO : Epoch 1994 | loss: 0.0310899 | val_loss: 0.0311229 | Time: 3713.97 ms [2022-03-31 02:12:01 main:574] : INFO : Epoch 1995 | loss: 0.0310886 | val_loss: 0.031118 | Time: 3783.68 ms [2022-03-31 02:12:05 main:574] : INFO : Epoch 1996 | loss: 0.0310849 | val_loss: 0.031117 | Time: 3625.27 ms [2022-03-31 02:12:09 main:574] : INFO : Epoch 1997 | loss: 0.0310856 | val_loss: 0.0311278 | Time: 3703.19 ms [2022-03-31 02:12:12 main:574] : INFO : Epoch 1998 | loss: 0.0310884 | val_loss: 0.0311237 | Time: 3640.31 ms [2022-03-31 02:12:16 main:574] : INFO : Epoch 1999 | loss: 0.0310865 | val_loss: 0.0311266 | Time: 3950.3 ms [2022-03-31 02:12:20 main:574] : INFO : Epoch 2000 | loss: 0.0310866 | val_loss: 0.0311239 | Time: 3780.21 ms [2022-03-31 02:12:24 main:574] : INFO : Epoch 2001 | loss: 0.0310823 | val_loss: 0.0311263 | Time: 3624.79 ms [2022-03-31 02:12:28 main:574] : INFO : Epoch 2002 | loss: 0.0310804 | val_loss: 0.0311168 | Time: 3742.5 ms [2022-03-31 02:12:32 main:574] : INFO : Epoch 2003 | loss: 0.0310788 | val_loss: 0.0311202 | Time: 3906.31 ms [2022-03-31 02:12:36 main:574] : INFO : Epoch 2004 | loss: 0.0310803 | val_loss: 0.0311268 | Time: 3962.72 ms [2022-03-31 02:12:40 main:574] : INFO : Epoch 2005 | loss: 0.0310794 | val_loss: 0.0311244 | Time: 3737.78 ms [2022-03-31 02:12:43 main:574] : INFO : Epoch 2006 | loss: 0.0310766 | val_loss: 0.0311218 | Time: 3641.49 ms [2022-03-31 02:12:47 main:574] : INFO : Epoch 2007 | loss: 0.0310752 | val_loss: 0.0311195 | Time: 3779.04 ms [2022-03-31 02:12:51 main:574] : INFO : Epoch 2008 | loss: 0.0310747 | val_loss: 0.0311271 | Time: 3668.6 ms [2022-03-31 02:12:55 main:574] : INFO : Epoch 2009 | loss: 0.0310744 | val_loss: 0.0311201 | Time: 3726.29 ms [2022-03-31 02:12:58 main:574] : INFO : Epoch 2010 | loss: 0.031077 | val_loss: 0.0311254 | Time: 3739.33 ms [2022-03-31 02:13:02 main:574] : INFO : Epoch 2011 | loss: 0.0310764 | val_loss: 0.0311252 | Time: 3653.36 ms [2022-03-31 02:13:06 main:574] : INFO : Epoch 2012 | loss: 0.0310751 | val_loss: 0.0311251 | Time: 3722.2 ms [2022-03-31 02:13:11 main:574] : INFO : Epoch 2013 | loss: 0.0310804 | val_loss: 0.0311211 | Time: 3669.74 ms [2022-03-31 02:13:14 main:574] : INFO : Epoch 2014 | loss: 0.0310813 | val_loss: 0.031127 | Time: 3742.97 ms [2022-03-31 02:13:18 main:574] : INFO : Epoch 2015 | loss: 0.031083 | val_loss: 0.0311161 | Time: 3962.34 ms [2022-03-31 02:13:22 main:574] : INFO : Epoch 2016 | loss: 0.0310874 | val_loss: 0.0311251 | Time: 3689.77 ms [2022-03-31 02:13:26 main:574] : INFO : Epoch 2017 | loss: 0.0311034 | val_loss: 0.031123 | Time: 3786.19 ms [2022-03-31 02:13:30 main:574] : INFO : Epoch 2018 | loss: 0.031102 | val_loss: 0.0311178 | Time: 3660.56 ms [2022-03-31 02:13:34 main:574] : INFO : Epoch 2019 | loss: 0.0310968 | val_loss: 0.0311192 | Time: 4003.57 ms [2022-03-31 02:13:38 main:574] : INFO : Epoch 2020 | loss: 0.0310947 | val_loss: 0.0311215 | Time: 3919.1 ms [2022-03-31 02:13:42 main:574] : INFO : Epoch 2021 | loss: 0.0310907 | val_loss: 0.0311206 | Time: 3665.82 ms [2022-03-31 02:13:45 main:574] : INFO : Epoch 2022 | loss: 0.0310892 | val_loss: 0.0311185 | Time: 3721.69 ms [2022-03-31 02:13:49 main:574] : INFO : Epoch 2023 | loss: 0.0310872 | val_loss: 0.0311164 | Time: 3663.01 ms [2022-03-31 02:13:53 main:574] : INFO : Epoch 2024 | loss: 0.0310874 | val_loss: 0.0311205 | Time: 3692.19 ms [2022-03-31 02:13:57 main:574] : INFO : Epoch 2025 | loss: 0.0310861 | val_loss: 0.0311189 | Time: 3687.92 ms [2022-03-31 02:14:00 main:574] : INFO : Epoch 2026 | loss: 0.0310869 | val_loss: 0.0311145 | Time: 3789.01 ms [2022-03-31 02:14:04 main:574] : INFO : Epoch 2027 | loss: 0.0310914 | val_loss: 0.0311273 | Time: 3743.74 ms [2022-03-31 02:14:08 main:574] : INFO : Epoch 2028 | loss: 0.031099 | val_loss: 0.031121 | Time: 3695.4 ms [2022-03-31 02:14:12 main:574] : INFO : Epoch 2029 | loss: 0.0310907 | val_loss: 0.0311213 | Time: 3762.17 ms [2022-03-31 02:14:15 main:574] : INFO : Epoch 2030 | loss: 0.0310891 | val_loss: 0.0311216 | Time: 3640.44 ms [2022-03-31 02:14:19 main:574] : INFO : Epoch 2031 | loss: 0.0310837 | val_loss: 0.0311167 | Time: 3934.14 ms [2022-03-31 02:14:23 main:574] : INFO : Epoch 2032 | loss: 0.0310817 | val_loss: 0.031114 | Time: 3678.55 ms [2022-03-31 02:14:27 main:574] : INFO : Epoch 2033 | loss: 0.0310801 | val_loss: 0.0311149 | Time: 3723.21 ms [2022-03-31 02:14:31 main:574] : INFO : Epoch 2034 | loss: 0.0310815 | val_loss: 0.0311139 | Time: 3784.92 ms [2022-03-31 02:14:35 main:574] : INFO : Epoch 2035 | loss: 0.0310828 | val_loss: 0.0311158 | Time: 3926.77 ms [2022-03-31 02:14:39 main:574] : INFO : Epoch 2036 | loss: 0.0310822 | val_loss: 0.0311135 | Time: 3919.41 ms [2022-03-31 02:14:43 main:574] : INFO : Epoch 2037 | loss: 0.0310829 | val_loss: 0.0311146 | Time: 3701.04 ms [2022-03-31 02:14:46 main:574] : INFO : Epoch 2038 | loss: 0.0310814 | val_loss: 0.0311162 | Time: 3700.19 ms [2022-03-31 02:14:50 main:574] : INFO : Epoch 2039 | loss: 0.0310783 | val_loss: 0.0311174 | Time: 3770.55 ms [2022-03-31 02:14:54 main:574] : INFO : Epoch 2040 | loss: 0.0310776 | val_loss: 0.0311201 | Time: 3709.76 ms [2022-03-31 02:14:58 main:574] : INFO : Epoch 2041 | loss: 0.0310812 | val_loss: 0.0311281 | Time: 3736 ms [2022-03-31 02:15:02 main:574] : INFO : Epoch 2042 | loss: 0.0310803 | val_loss: 0.0311209 | Time: 3825.14 ms [2022-03-31 02:15:05 main:574] : INFO : Epoch 2043 | loss: 0.0310795 | val_loss: 0.0311175 | Time: 3762.95 ms [2022-03-31 02:15:09 main:574] : INFO : Epoch 2044 | loss: 0.0310824 | val_loss: 0.0311153 | Time: 3863.99 ms [2022-03-31 02:15:13 main:574] : INFO : Epoch 2045 | loss: 0.0310861 | val_loss: 0.0311185 | Time: 3764.12 ms [2022-03-31 02:15:17 main:574] : INFO : Epoch 2046 | loss: 0.0310853 | val_loss: 0.0311158 | Time: 3722.5 ms [2022-03-31 02:15:21 main:574] : INFO : Epoch 2047 | loss: 0.0310814 | val_loss: 0.031116 | Time: 3901.93 ms [2022-03-31 02:15:25 main:574] : INFO : Epoch 2048 | loss: 0.0310797 | val_loss: 0.0311162 | Time: 3757.85 ms [2022-03-31 02:15:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311162 [2022-03-31 02:15:25 main:603] : INFO : Saving end state to config to file [2022-03-31 02:15:25 main:608] : INFO : Success, exiting.. 02:15:25 (17368): 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)