Task 13808901
| Name | ParityModified-1647040471-14687-2-0_0 |
| Workunit | 10891919 |
| Created | 26 Mar 2022, 16:56:14 UTC |
| Sent | 1 Apr 2022, 12:51:18 UTC |
| Report deadline | 9 Apr 2022, 12:51:18 UTC |
| Received | 1 Apr 2022, 16:25:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 21 min 18 sec |
| CPU time | 1 hours 40 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,881.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0311794 | val_loss: 0.0311767 | Time: 4130.06 ms [2022-04-01 09:49:46 main:574] : INFO : Epoch 1543 | loss: 0.0311896 | val_loss: 0.0311872 | Time: 4201.7 ms [2022-04-01 09:49:50 main:574] : INFO : Epoch 1544 | loss: 0.0311791 | val_loss: 0.0311774 | Time: 4109.96 ms [2022-04-01 09:49:54 main:574] : INFO : Epoch 1545 | loss: 0.0311795 | val_loss: 0.031184 | Time: 4169.79 ms [2022-04-01 09:49:59 main:574] : INFO : Epoch 1546 | loss: 0.0311841 | val_loss: 0.0311941 | Time: 4514.85 ms [2022-04-01 09:50:03 main:574] : INFO : Epoch 1547 | loss: 0.0311872 | val_loss: 0.0311792 | Time: 4463.78 ms [2022-04-01 09:50:08 main:574] : INFO : Epoch 1548 | loss: 0.0311848 | val_loss: 0.0311843 | Time: 4187.12 ms [2022-04-01 09:50:12 main:574] : INFO : Epoch 1549 | loss: 0.0311789 | val_loss: 0.0311767 | Time: 4140.55 ms [2022-04-01 09:50:16 main:574] : INFO : Epoch 1550 | loss: 0.031177 | val_loss: 0.031186 | Time: 4240.5 ms [2022-04-01 09:50:20 main:574] : INFO : Epoch 1551 | loss: 0.0311784 | val_loss: 0.0311913 | Time: 4126 ms [2022-04-01 09:50:25 main:574] : INFO : Epoch 1552 | loss: 0.0311856 | val_loss: 0.0311806 | Time: 4573.94 ms [2022-04-01 09:50:29 main:574] : INFO : Epoch 1553 | loss: 0.0311809 | val_loss: 0.0311792 | Time: 4366.68 ms [2022-04-01 09:50:33 main:574] : INFO : Epoch 1554 | loss: 0.0311769 | val_loss: 0.0311765 | Time: 4056.5 ms [2022-04-01 09:50:37 main:574] : INFO : Epoch 1555 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 4194.51 ms [2022-04-01 09:50:42 main:574] : INFO : Epoch 1556 | loss: 0.0311755 | val_loss: 0.0311803 | Time: 4320.65 ms [2022-04-01 09:50:46 main:574] : INFO : Epoch 1557 | loss: 0.0311754 | val_loss: 0.0311784 | Time: 4064.63 ms [2022-04-01 09:50:50 main:574] : INFO : Epoch 1558 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 4665.06 ms [2022-04-01 09:50:55 main:574] : INFO : Epoch 1559 | loss: 0.0311775 | val_loss: 0.0311754 | Time: 4251.4 ms [2022-04-01 09:50:59 main:574] : INFO : Epoch 1560 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 4184.2 ms [2022-04-01 09:51:03 main:574] : INFO : Epoch 1561 | loss: 0.0311755 | val_loss: 0.0311767 | Time: 4185.57 ms [2022-04-01 09:51:07 main:574] : INFO : Epoch 1562 | loss: 0.0311768 | val_loss: 0.0311776 | Time: 4229.84 ms [2022-04-01 09:51:11 main:574] : INFO : Epoch 1563 | loss: 0.0311822 | val_loss: 0.0311776 | Time: 4183.58 ms [2022-04-01 09:51:16 main:574] : INFO : Epoch 1564 | loss: 0.0311832 | val_loss: 0.0311797 | Time: 4742.16 ms [2022-04-01 09:51:20 main:574] : INFO : Epoch 1565 | loss: 0.0311845 | val_loss: 0.0311776 | Time: 4094.43 ms [2022-04-01 09:51:24 main:574] : INFO : Epoch 1566 | loss: 0.0311794 | val_loss: 0.0311772 | Time: 3879.74 ms [2022-04-01 09:51:28 main:574] : INFO : Epoch 1567 | loss: 0.0311942 | val_loss: 0.0311936 | Time: 3832.54 ms [2022-04-01 09:51:32 main:574] : INFO : Epoch 1568 | loss: 0.0311882 | val_loss: 0.0311778 | Time: 4119 ms [2022-04-01 09:51:37 main:574] : INFO : Epoch 1569 | loss: 0.0311785 | val_loss: 0.0311762 | Time: 4424.41 ms [2022-04-01 09:51:41 main:574] : INFO : Epoch 1570 | loss: 0.0311792 | val_loss: 0.031179 | Time: 4389.32 ms [2022-04-01 09:51:45 main:574] : INFO : Epoch 1571 | loss: 0.0311762 | val_loss: 0.0311759 | Time: 4026.29 ms [2022-04-01 09:51:49 main:574] : INFO : Epoch 1572 | loss: 0.0311771 | val_loss: 0.0311763 | Time: 3959.53 ms [2022-04-01 09:51:53 main:574] : INFO : Epoch 1573 | loss: 0.0311794 | val_loss: 0.031179 | Time: 4025.64 ms [2022-04-01 09:51:57 main:574] : INFO : Epoch 1574 | loss: 0.0311804 | val_loss: 0.0311771 | Time: 3986.52 ms [2022-04-01 09:52:01 main:574] : INFO : Epoch 1575 | loss: 0.031177 | val_loss: 0.0311787 | Time: 4200.07 ms [2022-04-01 09:52:06 main:574] : INFO : Epoch 1576 | loss: 0.0311788 | val_loss: 0.0311755 | Time: 4352.31 ms [2022-04-01 09:52:10 main:574] : INFO : Epoch 1577 | loss: 0.0311789 | val_loss: 0.031174 | Time: 4137.75 ms [2022-04-01 09:52:14 main:574] : INFO : Epoch 1578 | loss: 0.0311798 | val_loss: 0.0311816 | Time: 4178.89 ms [2022-04-01 09:52:18 main:574] : INFO : Epoch 1579 | loss: 0.0311837 | val_loss: 0.0312005 | Time: 4385.91 ms [2022-04-01 09:52:22 main:574] : INFO : Epoch 1580 | loss: 0.0311889 | val_loss: 0.0311775 | Time: 4125.67 ms [2022-04-01 09:52:26 main:574] : INFO : Epoch 1581 | loss: 0.0311826 | val_loss: 0.0311849 | Time: 3917.12 ms [2022-04-01 09:52:30 main:574] : INFO : Epoch 1582 | loss: 0.0311855 | val_loss: 0.0311871 | Time: 4076.15 ms [2022-04-01 09:52:34 main:574] : INFO : Epoch 1583 | loss: 0.0311849 | val_loss: 0.0311982 | Time: 4095.15 ms [2022-04-01 09:52:39 main:574] : INFO : Epoch 1584 | loss: 0.0311851 | val_loss: 0.0311763 | Time: 4317.82 ms [2022-04-01 09:52:43 main:574] : INFO : Epoch 1585 | loss: 0.0311844 | val_loss: 0.0311804 | Time: 4347.66 ms [2022-04-01 09:52:47 main:574] : INFO : Epoch 1586 | loss: 0.0311809 | val_loss: 0.0311773 | Time: 4241.87 ms [2022-04-01 09:52:51 main:574] : INFO : Epoch 1587 | loss: 0.031179 | val_loss: 0.0311809 | Time: 3955.73 ms [2022-04-01 09:52:55 main:574] : INFO : Epoch 1588 | loss: 0.0311777 | val_loss: 0.0311787 | Time: 4100.16 ms [2022-04-01 09:53:00 main:574] : INFO : Epoch 1589 | loss: 0.031177 | val_loss: 0.0311767 | Time: 4109.87 ms [2022-04-01 09:53:04 main:574] : INFO : Epoch 1590 | loss: 0.0311772 | val_loss: 0.0311754 | Time: 3989.45 ms [2022-04-01 09:53:08 main:574] : INFO : Epoch 1591 | loss: 0.0311808 | val_loss: 0.0311747 | Time: 4062.58 ms [2022-04-01 09:53:12 main:574] : INFO : Epoch 1592 | loss: 0.0311799 | val_loss: 0.031175 | Time: 4082.9 ms [2022-04-01 09:53:16 main:574] : INFO : Epoch 1593 | loss: 0.031177 | val_loss: 0.0311762 | Time: 4058.88 ms [2022-04-01 09:53:20 main:574] : INFO : Epoch 1594 | loss: 0.031177 | val_loss: 0.0311762 | Time: 4098.4 ms [2022-04-01 09:53:24 main:574] : INFO : Epoch 1595 | loss: 0.0311811 | val_loss: 0.0311886 | Time: 4032.74 ms [2022-04-01 09:53:28 main:574] : INFO : Epoch 1596 | loss: 0.0311797 | val_loss: 0.0311765 | Time: 4031.14 ms [2022-04-01 09:53:32 main:574] : INFO : Epoch 1597 | loss: 0.0311772 | val_loss: 0.0311908 | Time: 4016.94 ms [2022-04-01 09:53:36 main:574] : INFO : Epoch 1598 | loss: 0.0311861 | val_loss: 0.0311829 | Time: 4069.25 ms [2022-04-01 09:53:40 main:574] : INFO : Epoch 1599 | loss: 0.0311774 | val_loss: 0.0311753 | Time: 4028.49 ms [2022-04-01 09:53:44 main:574] : INFO : Epoch 1600 | loss: 0.0311761 | val_loss: 0.0311742 | Time: 3958.08 ms [2022-04-01 09:53:48 main:574] : INFO : Epoch 1601 | loss: 0.0311762 | val_loss: 0.0311742 | Time: 4206.11 ms [2022-04-01 09:53:52 main:574] : INFO : Epoch 1602 | loss: 0.0311768 | val_loss: 0.0311766 | Time: 4006.67 ms [2022-04-01 09:53:56 main:574] : INFO : Epoch 1603 | loss: 0.0311779 | val_loss: 0.0311934 | Time: 3960.56 ms [2022-04-01 09:54:00 main:574] : INFO : Epoch 1604 | loss: 0.0311838 | val_loss: 0.0311825 | Time: 4010.18 ms [2022-04-01 09:54:04 main:574] : INFO : Epoch 1605 | loss: 0.0311777 | val_loss: 0.0311791 | Time: 4042.58 ms [2022-04-01 09:54:08 main:574] : INFO : Epoch 1606 | loss: 0.0311843 | val_loss: 0.0311757 | Time: 3980.44 ms [2022-04-01 09:54:12 main:574] : INFO : Epoch 1607 | loss: 0.0311935 | val_loss: 0.0311852 | Time: 3895.81 ms [2022-04-01 09:54:16 main:574] : INFO : Epoch 1608 | loss: 0.0311813 | val_loss: 0.0311744 | Time: 4102.04 ms [2022-04-01 09:54:20 main:574] : INFO : Epoch 1609 | loss: 0.0311829 | val_loss: 0.0311742 | Time: 3888.27 ms [2022-04-01 09:54:24 main:574] : INFO : Epoch 1610 | loss: 0.0311835 | val_loss: 0.0311755 | Time: 4142.66 ms [2022-04-01 09:54:28 main:574] : INFO : Epoch 1611 | loss: 0.0311805 | val_loss: 0.0311875 | Time: 4017.81 ms [2022-04-01 09:54:32 main:574] : INFO : Epoch 1612 | loss: 0.0311799 | val_loss: 0.0311802 | Time: 3873.71 ms [2022-04-01 09:54:36 main:574] : INFO : Epoch 1613 | loss: 0.0311789 | val_loss: 0.0311757 | Time: 4062.01 ms [2022-04-01 09:54:40 main:574] : INFO : Epoch 1614 | loss: 0.0311811 | val_loss: 0.0311749 | Time: 4069.31 ms [2022-04-01 09:54:44 main:574] : INFO : Epoch 1615 | loss: 0.0311831 | val_loss: 0.0311805 | Time: 3949.68 ms [2022-04-01 09:54:48 main:574] : INFO : Epoch 1616 | loss: 0.0311789 | val_loss: 0.0311769 | Time: 3955.65 ms [2022-04-01 09:54:52 main:574] : INFO : Epoch 1617 | loss: 0.0311785 | val_loss: 0.0311753 | Time: 3970.25 ms [2022-04-01 09:54:56 main:574] : INFO : Epoch 1618 | loss: 0.0311805 | val_loss: 0.0311868 | Time: 4165.88 ms [2022-04-01 09:55:00 main:574] : INFO : Epoch 1619 | loss: 0.0311824 | val_loss: 0.0311763 | Time: 3926.72 ms [2022-04-01 09:55:04 main:574] : INFO : Epoch 1620 | loss: 0.0311793 | val_loss: 0.0311762 | Time: 4055.62 ms [2022-04-01 09:55:09 main:574] : INFO : Epoch 1621 | loss: 0.0311801 | val_loss: 0.0311748 | Time: 4151.22 ms [2022-04-01 09:55:12 main:574] : INFO : Epoch 1622 | loss: 0.0311808 | val_loss: 0.0311763 | Time: 3853.33 ms [2022-04-01 09:55:16 main:574] : INFO : Epoch 1623 | loss: 0.0311781 | val_loss: 0.0311744 | Time: 4074.32 ms [2022-04-01 09:55:20 main:574] : INFO : Epoch 1624 | loss: 0.0311787 | val_loss: 0.0311752 | Time: 3982.04 ms [2022-04-01 09:55:24 main:574] : INFO : Epoch 1625 | loss: 0.0311819 | val_loss: 0.0311757 | Time: 4003.76 ms [2022-04-01 09:55:28 main:574] : INFO : Epoch 1626 | loss: 0.0311802 | val_loss: 0.0311781 | Time: 3901.01 ms [2022-04-01 09:55:32 main:574] : INFO : Epoch 1627 | loss: 0.0311778 | val_loss: 0.031179 | Time: 4060.34 ms [2022-04-01 09:55:37 main:574] : INFO : Epoch 1628 | loss: 0.0311821 | val_loss: 0.0311764 | Time: 4301.71 ms [2022-04-01 09:55:41 main:574] : INFO : Epoch 1629 | loss: 0.0311825 | val_loss: 0.0311764 | Time: 4154.19 ms [2022-04-01 09:55:45 main:574] : INFO : Epoch 1630 | loss: 0.0311835 | val_loss: 0.0311786 | Time: 4006.26 ms [2022-04-01 09:55:49 main:574] : INFO : Epoch 1631 | loss: 0.0311792 | val_loss: 0.0311751 | Time: 3904.87 ms [2022-04-01 09:55:53 main:574] : INFO : Epoch 1632 | loss: 0.0311774 | val_loss: 0.0311839 | Time: 3870.09 ms [2022-04-01 09:55:57 main:574] : INFO : Epoch 1633 | loss: 0.0311863 | val_loss: 0.0311783 | Time: 4161.82 ms [2022-04-01 09:56:01 main:574] : INFO : Epoch 1634 | loss: 0.0311797 | val_loss: 0.0311759 | Time: 4227.59 ms [2022-04-01 09:56:05 main:574] : INFO : Epoch 1635 | loss: 0.0311771 | val_loss: 0.0311808 | Time: 4230.44 ms [2022-04-01 09:56:09 main:574] : INFO : Epoch 1636 | loss: 0.0311806 | val_loss: 0.0311792 | Time: 4126.33 ms [2022-04-01 09:56:13 main:574] : INFO : Epoch 1637 | loss: 0.0311832 | val_loss: 0.0311887 | Time: 3894.72 ms [2022-04-01 09:56:17 main:574] : INFO : Epoch 1638 | loss: 0.0311833 | val_loss: 0.0311757 | Time: 4056.99 ms [2022-04-01 09:56:22 main:574] : INFO : Epoch 1639 | loss: 0.0311784 | val_loss: 0.0311743 | Time: 4122.79 ms [2022-04-01 09:56:25 main:574] : INFO : Epoch 1640 | loss: 0.0311831 | val_loss: 0.0311745 | Time: 3851.32 ms [2022-04-01 09:56:29 main:574] : INFO : Epoch 1641 | loss: 0.0311788 | val_loss: 0.0311801 | Time: 3953.55 ms [2022-04-01 09:56:33 main:574] : INFO : Epoch 1642 | loss: 0.0311835 | val_loss: 0.0311756 | Time: 4088.59 ms [2022-04-01 09:56:37 main:574] : INFO : Epoch 1643 | loss: 0.031185 | val_loss: 0.0311845 | Time: 3889.08 ms [2022-04-01 09:56:41 main:574] : INFO : Epoch 1644 | loss: 0.0311899 | val_loss: 0.0311815 | Time: 4014.02 ms [2022-04-01 09:56:45 main:574] : INFO : Epoch 1645 | loss: 0.0311801 | val_loss: 0.031175 | Time: 4070.3 ms [2022-04-01 09:56:50 main:574] : INFO : Epoch 1646 | loss: 0.031179 | val_loss: 0.0311767 | Time: 4179.24 ms [2022-04-01 09:56:54 main:574] : INFO : Epoch 1647 | loss: 0.0311781 | val_loss: 0.031176 | Time: 4178.85 ms [2022-04-01 09:56:58 main:574] : INFO : Epoch 1648 | loss: 0.0311765 | val_loss: 0.0311746 | Time: 4145.52 ms [2022-04-01 09:57:02 main:574] : INFO : Epoch 1649 | loss: 0.0311777 | val_loss: 0.0311806 | Time: 4070.1 ms [2022-04-01 09:57:06 main:574] : INFO : Epoch 1650 | loss: 0.0311784 | val_loss: 0.0311784 | Time: 4208.22 ms [2022-04-01 09:57:11 main:574] : INFO : Epoch 1651 | loss: 0.0311786 | val_loss: 0.0311812 | Time: 4525.75 ms [2022-04-01 09:57:15 main:574] : INFO : Epoch 1652 | loss: 0.0311786 | val_loss: 0.0311863 | Time: 4228.37 ms [2022-04-01 09:57:19 main:574] : INFO : Epoch 1653 | loss: 0.0311795 | val_loss: 0.0311846 | Time: 4216.89 ms [2022-04-01 09:57:23 main:574] : INFO : Epoch 1654 | loss: 0.0311829 | val_loss: 0.0311808 | Time: 4074.01 ms [2022-04-01 09:57:27 main:574] : INFO : Epoch 1655 | loss: 0.0311825 | val_loss: 0.0311797 | Time: 4163.11 ms [2022-04-01 09:57:32 main:574] : INFO : Epoch 1656 | loss: 0.0311778 | val_loss: 0.031176 | Time: 4428.92 ms [2022-04-01 09:57:36 main:574] : INFO : Epoch 1657 | loss: 0.0311777 | val_loss: 0.0311767 | Time: 4568.43 ms [2022-04-01 09:57:41 main:574] : INFO : Epoch 1658 | loss: 0.0311768 | val_loss: 0.0311747 | Time: 4163.39 ms [2022-04-01 09:57:45 main:574] : INFO : Epoch 1659 | loss: 0.0311891 | val_loss: 0.0311937 | Time: 4095.78 ms [2022-04-01 09:57:49 main:574] : INFO : Epoch 1660 | loss: 0.0311903 | val_loss: 0.0311833 | Time: 4194.57 ms [2022-04-01 09:57:53 main:574] : INFO : Epoch 1661 | loss: 0.0311834 | val_loss: 0.0311771 | Time: 4179.16 ms [2022-04-01 09:57:58 main:574] : INFO : Epoch 1662 | loss: 0.0311771 | val_loss: 0.0311823 | Time: 4516.73 ms [2022-04-01 09:58:02 main:574] : INFO : Epoch 1663 | loss: 0.0311818 | val_loss: 0.031178 | Time: 4548.54 ms [2022-04-01 09:58:06 main:574] : INFO : Epoch 1664 | loss: 0.0311778 | val_loss: 0.0311748 | Time: 4231.31 ms [2022-04-01 09:58:11 main:574] : INFO : Epoch 1665 | loss: 0.0311801 | val_loss: 0.0311823 | Time: 4153.31 ms [2022-04-01 09:58:15 main:574] : INFO : Epoch 1666 | loss: 0.0311794 | val_loss: 0.031183 | Time: 4240.67 ms [2022-04-01 09:58:19 main:574] : INFO : Epoch 1667 | loss: 0.0311918 | val_loss: 0.0311965 | Time: 4050.29 ms [2022-04-01 09:58:23 main:574] : INFO : Epoch 1668 | loss: 0.0311814 | val_loss: 0.0311766 | Time: 4459.65 ms [2022-04-01 09:58:28 main:574] : INFO : Epoch 1669 | loss: 0.0311799 | val_loss: 0.0311776 | Time: 4562.39 ms [2022-04-01 09:58:32 main:574] : INFO : Epoch 1670 | loss: 0.0311799 | val_loss: 0.0311763 | Time: 4378.3 ms [2022-04-01 09:58:37 main:574] : INFO : Epoch 1671 | loss: 0.0311777 | val_loss: 0.0311822 | Time: 4627.42 ms [2022-04-01 09:58:41 main:574] : INFO : Epoch 1672 | loss: 0.0311791 | val_loss: 0.0311776 | Time: 4346.56 ms [2022-04-01 09:58:46 main:574] : INFO : Epoch 1673 | loss: 0.0311833 | val_loss: 0.0311826 | Time: 4266.37 ms [2022-04-01 09:58:50 main:574] : INFO : Epoch 1674 | loss: 0.0311762 | val_loss: 0.0311837 | Time: 4221.68 ms [2022-04-01 09:58:54 main:574] : INFO : Epoch 1675 | loss: 0.0311806 | val_loss: 0.0311799 | Time: 4108.8 ms [2022-04-01 09:58:58 main:574] : INFO : Epoch 1676 | loss: 0.0311778 | val_loss: 0.0311837 | Time: 4106.19 ms [2022-04-01 09:59:03 main:574] : INFO : Epoch 1677 | loss: 0.0311783 | val_loss: 0.0311831 | Time: 4765.03 ms [2022-04-01 09:59:07 main:574] : INFO : Epoch 1678 | loss: 0.0311789 | val_loss: 0.0311784 | Time: 4217.86 ms [2022-04-01 09:59:11 main:574] : INFO : Epoch 1679 | loss: 0.0311795 | val_loss: 0.0311761 | Time: 4236.17 ms [2022-04-01 09:59:15 main:574] : INFO : Epoch 1680 | loss: 0.031181 | val_loss: 0.0311761 | Time: 4201.93 ms [2022-04-01 09:59:20 main:574] : INFO : Epoch 1681 | loss: 0.031179 | val_loss: 0.0311871 | Time: 4152.99 ms [2022-04-01 09:59:24 main:574] : INFO : Epoch 1682 | loss: 0.0311794 | val_loss: 0.0311746 | Time: 4168.55 ms [2022-04-01 09:59:28 main:574] : INFO : Epoch 1683 | loss: 0.0311754 | val_loss: 0.0311796 | Time: 4639.74 ms [2022-04-01 09:59:32 main:574] : INFO : Epoch 1684 | loss: 0.0311764 | val_loss: 0.0311845 | Time: 4047.17 ms [2022-04-01 09:59:37 main:574] : INFO : Epoch 1685 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 4127.8 ms [2022-04-01 09:59:41 main:574] : INFO : Epoch 1686 | loss: 0.0311794 | val_loss: 0.0311933 | Time: 4205.43 ms [2022-04-01 09:59:45 main:574] : INFO : Epoch 1687 | loss: 0.0311805 | val_loss: 0.03118 | Time: 4161.74 ms [2022-04-01 09:59:49 main:574] : INFO : Epoch 1688 | loss: 0.0311795 | val_loss: 0.0311741 | Time: 4222.21 ms [2022-04-01 09:59:54 main:574] : INFO : Epoch 1689 | loss: 0.0311778 | val_loss: 0.031174 | Time: 4733.42 ms [2022-04-01 09:59:58 main:574] : INFO : Epoch 1690 | loss: 0.0311761 | val_loss: 0.0311777 | Time: 4152.32 ms [2022-04-01 10:00:02 main:574] : INFO : Epoch 1691 | loss: 0.0311818 | val_loss: 0.0311805 | Time: 4154.23 ms [2022-04-01 10:00:06 main:574] : INFO : Epoch 1692 | loss: 0.0311805 | val_loss: 0.0311793 | Time: 4126.06 ms [2022-04-01 10:00:10 main:574] : INFO : Epoch 1693 | loss: 0.0311777 | val_loss: 0.0311754 | Time: 4049.09 ms [2022-04-01 10:00:15 main:574] : INFO : Epoch 1694 | loss: 0.0311753 | val_loss: 0.03118 | Time: 4163.56 ms [2022-04-01 10:00:19 main:574] : INFO : Epoch 1695 | loss: 0.0311806 | val_loss: 0.0311791 | Time: 4626.17 ms [2022-04-01 10:00:23 main:574] : INFO : Epoch 1696 | loss: 0.0311788 | val_loss: 0.0311796 | Time: 4188.76 ms [2022-04-01 10:00:28 main:574] : INFO : Epoch 1697 | loss: 0.0311765 | val_loss: 0.0311815 | Time: 4202.9 ms [2022-04-01 10:00:32 main:574] : INFO : Epoch 1698 | loss: 0.0311804 | val_loss: 0.0311818 | Time: 4119.66 ms [2022-04-01 10:00:36 main:574] : INFO : Epoch 1699 | loss: 0.0311771 | val_loss: 0.0311754 | Time: 4159.3 ms [2022-04-01 10:00:40 main:574] : INFO : Epoch 1700 | loss: 0.0311789 | val_loss: 0.0311811 | Time: 4316.37 ms [2022-04-01 10:00:45 main:574] : INFO : Epoch 1701 | loss: 0.0311773 | val_loss: 0.0311899 | Time: 4707.62 ms [2022-04-01 10:00:49 main:574] : INFO : Epoch 1702 | loss: 0.0311801 | val_loss: 0.0311763 | Time: 4255.26 ms [2022-04-01 10:00:53 main:574] : INFO : Epoch 1703 | loss: 0.0311759 | val_loss: 0.0311766 | Time: 4224.47 ms [2022-04-01 10:00:58 main:574] : INFO : Epoch 1704 | loss: 0.031177 | val_loss: 0.0311753 | Time: 4217.72 ms [2022-04-01 10:01:02 main:574] : INFO : Epoch 1705 | loss: 0.031175 | val_loss: 0.0311751 | Time: 4122.11 ms [2022-04-01 10:01:06 main:574] : INFO : Epoch 1706 | loss: 0.0311764 | val_loss: 0.0311769 | Time: 4477.28 ms [2022-04-01 10:01:11 main:574] : INFO : Epoch 1707 | loss: 0.031175 | val_loss: 0.0311755 | Time: 4536.68 ms [2022-04-01 10:01:15 main:574] : INFO : Epoch 1708 | loss: 0.0311795 | val_loss: 0.0311871 | Time: 3938.88 ms [2022-04-01 10:01:19 main:574] : INFO : Epoch 1709 | loss: 0.0311793 | val_loss: 0.0311764 | Time: 3882.02 ms [2022-04-01 10:01:23 main:574] : INFO : Epoch 1710 | loss: 0.0311769 | val_loss: 0.0311757 | Time: 4010.39 ms [2022-04-01 10:01:27 main:574] : INFO : Epoch 1711 | loss: 0.0311784 | val_loss: 0.0311783 | Time: 4175.82 ms [2022-04-01 10:01:31 main:574] : INFO : Epoch 1712 | loss: 0.031179 | val_loss: 0.0311791 | Time: 3979.25 ms [2022-04-01 10:01:35 main:574] : INFO : Epoch 1713 | loss: 0.0311784 | val_loss: 0.0311772 | Time: 4100.26 ms [2022-04-01 10:01:39 main:574] : INFO : Epoch 1714 | loss: 0.0311789 | val_loss: 0.0311782 | Time: 4085.31 ms [2022-04-01 10:01:43 main:574] : INFO : Epoch 1715 | loss: 0.0311752 | val_loss: 0.0311757 | Time: 4402.95 ms [2022-04-01 10:01:48 main:574] : INFO : Epoch 1716 | loss: 0.0311773 | val_loss: 0.0311852 | Time: 4487.31 ms [2022-04-01 10:01:52 main:574] : INFO : Epoch 1717 | loss: 0.0311815 | val_loss: 0.0311791 | Time: 4284.65 ms [2022-04-01 10:01:56 main:574] : INFO : Epoch 1718 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 4205.2 ms [2022-04-01 10:02:00 main:574] : INFO : Epoch 1719 | loss: 0.0311764 | val_loss: 0.0311774 | Time: 4105.85 ms [2022-04-01 10:02:05 main:574] : INFO : Epoch 1720 | loss: 0.0311766 | val_loss: 0.0311872 | Time: 4105.33 ms [2022-04-01 10:02:09 main:574] : INFO : Epoch 1721 | loss: 0.0311778 | val_loss: 0.0311769 | Time: 4425.44 ms [2022-04-01 10:02:13 main:574] : INFO : Epoch 1722 | loss: 0.0311796 | val_loss: 0.0311782 | Time: 4409.65 ms [2022-04-01 10:02:18 main:574] : INFO : Epoch 1723 | loss: 0.0311799 | val_loss: 0.0311761 | Time: 4159.27 ms [2022-04-01 10:02:22 main:574] : INFO : Epoch 1724 | loss: 0.0311775 | val_loss: 0.0311797 | Time: 4311.87 ms [2022-04-01 10:02:26 main:574] : INFO : Epoch 1725 | loss: 0.0311758 | val_loss: 0.0311748 | Time: 4112.04 ms [2022-04-01 10:02:30 main:574] : INFO : Epoch 1726 | loss: 0.0311786 | val_loss: 0.0311874 | Time: 4168.3 ms [2022-04-01 10:02:35 main:574] : INFO : Epoch 1727 | loss: 0.0311797 | val_loss: 0.0311756 | Time: 4582.76 ms [2022-04-01 10:02:39 main:574] : INFO : Epoch 1728 | loss: 0.0311764 | val_loss: 0.031179 | Time: 4469.54 ms [2022-04-01 10:02:43 main:574] : INFO : Epoch 1729 | loss: 0.0311796 | val_loss: 0.0311768 | Time: 4190.27 ms [2022-04-01 10:02:48 main:574] : INFO : Epoch 1730 | loss: 0.0311763 | val_loss: 0.0311744 | Time: 4170.26 ms [2022-04-01 10:02:52 main:574] : INFO : Epoch 1731 | loss: 0.0311757 | val_loss: 0.0311804 | Time: 4210.99 ms [2022-04-01 10:02:56 main:574] : INFO : Epoch 1732 | loss: 0.0311758 | val_loss: 0.0311753 | Time: 4074.54 ms [2022-04-01 10:03:01 main:574] : INFO : Epoch 1733 | loss: 0.0311762 | val_loss: 0.0311839 | Time: 4689.76 ms [2022-04-01 10:03:05 main:574] : INFO : Epoch 1734 | loss: 0.0311769 | val_loss: 0.0311735 | Time: 4455.02 ms [2022-04-01 10:03:09 main:574] : INFO : Epoch 1735 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 4107.67 ms [2022-04-01 10:03:13 main:574] : INFO : Epoch 1736 | loss: 0.0311758 | val_loss: 0.0311738 | Time: 4079.25 ms [2022-04-01 10:03:17 main:574] : INFO : Epoch 1737 | loss: 0.0311767 | val_loss: 0.0311751 | Time: 4128.95 ms [2022-04-01 10:03:22 main:574] : INFO : Epoch 1738 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 4196.8 ms [2022-04-01 10:03:26 main:574] : INFO : Epoch 1739 | loss: 0.0311776 | val_loss: 0.0311776 | Time: 4442.28 ms [2022-04-01 10:03:30 main:574] : INFO : Epoch 1740 | loss: 0.0311766 | val_loss: 0.0311753 | Time: 4378.87 ms [2022-04-01 10:03:35 main:574] : INFO : Epoch 1741 | loss: 0.0311797 | val_loss: 0.0311747 | Time: 4200.03 ms [2022-04-01 10:03:39 main:574] : INFO : Epoch 1742 | loss: 0.0311776 | val_loss: 0.0311768 | Time: 4109.21 ms [2022-04-01 10:03:43 main:574] : INFO : Epoch 1743 | loss: 0.0311753 | val_loss: 0.0311751 | Time: 4189.22 ms [2022-04-01 10:03:47 main:574] : INFO : Epoch 1744 | loss: 0.0311746 | val_loss: 0.0311749 | Time: 4120.26 ms [2022-04-01 10:03:52 main:574] : INFO : Epoch 1745 | loss: 0.0311765 | val_loss: 0.0311786 | Time: 4638.87 ms [2022-04-01 10:03:56 main:574] : INFO : Epoch 1746 | loss: 0.0311776 | val_loss: 0.0311772 | Time: 4355.99 ms [2022-04-01 10:04:00 main:574] : INFO : Epoch 1747 | loss: 0.0311768 | val_loss: 0.031176 | Time: 4183.95 ms [2022-04-01 10:04:04 main:574] : INFO : Epoch 1748 | loss: 0.031178 | val_loss: 0.0311815 | Time: 4209.2 ms [2022-04-01 10:04:09 main:574] : INFO : Epoch 1749 | loss: 0.031181 | val_loss: 0.0311794 | Time: 4225.4 ms [2022-04-01 10:04:13 main:574] : INFO : Epoch 1750 | loss: 0.0311789 | val_loss: 0.0311746 | Time: 3923.96 ms [2022-04-01 10:04:17 main:574] : INFO : Epoch 1751 | loss: 0.0311773 | val_loss: 0.0311789 | Time: 4032.78 ms [2022-04-01 10:04:21 main:574] : INFO : Epoch 1752 | loss: 0.0311783 | val_loss: 0.0311886 | Time: 4061.94 ms [2022-04-01 10:04:25 main:574] : INFO : Epoch 1753 | loss: 0.0311803 | val_loss: 0.0311791 | Time: 4088.96 ms [2022-04-01 10:04:29 main:574] : INFO : Epoch 1754 | loss: 0.0311803 | val_loss: 0.0311758 | Time: 4192.9 ms [2022-04-01 10:04:33 main:574] : INFO : Epoch 1755 | loss: 0.0311794 | val_loss: 0.0311825 | Time: 4174.85 ms [2022-04-01 10:04:38 main:574] : INFO : Epoch 1756 | loss: 0.0311825 | val_loss: 0.0311835 | Time: 4329.79 ms [2022-04-01 10:04:42 main:574] : INFO : Epoch 1757 | loss: 0.0311801 | val_loss: 0.0311898 | Time: 4101.6 ms [2022-04-01 10:04:46 main:574] : INFO : Epoch 1758 | loss: 0.0311857 | val_loss: 0.0311877 | Time: 4050.23 ms [2022-04-01 10:04:50 main:574] : INFO : Epoch 1759 | loss: 0.0311831 | val_loss: 0.0311828 | Time: 3986.68 ms [2022-04-01 10:04:54 main:574] : INFO : Epoch 1760 | loss: 0.0311796 | val_loss: 0.0311793 | Time: 4196.03 ms [2022-04-01 10:04:58 main:574] : INFO : Epoch 1761 | loss: 0.0311773 | val_loss: 0.0311755 | Time: 3877.79 ms [2022-04-01 10:05:02 main:574] : INFO : Epoch 1762 | loss: 0.031177 | val_loss: 0.0311815 | Time: 4017.9 ms [2022-04-01 10:05:06 main:574] : INFO : Epoch 1763 | loss: 0.0311778 | val_loss: 0.0311778 | Time: 4114.6 ms [2022-04-01 10:05:10 main:574] : INFO : Epoch 1764 | loss: 0.0311759 | val_loss: 0.0311779 | Time: 4135.36 ms [2022-04-01 10:05:14 main:574] : INFO : Epoch 1765 | loss: 0.0311804 | val_loss: 0.0311851 | Time: 4052.95 ms [2022-04-01 10:05:18 main:574] : INFO : Epoch 1766 | loss: 0.0311813 | val_loss: 0.0311832 | Time: 3979.76 ms [2022-04-01 10:05:22 main:574] : INFO : Epoch 1767 | loss: 0.0311786 | val_loss: 0.0311784 | Time: 3931.36 ms [2022-04-01 10:05:26 main:574] : INFO : Epoch 1768 | loss: 0.03118 | val_loss: 0.0311829 | Time: 4121.61 ms [2022-04-01 10:05:30 main:574] : INFO : Epoch 1769 | loss: 0.0311771 | val_loss: 0.0311765 | Time: 4070.34 ms [2022-04-01 10:05:34 main:574] : INFO : Epoch 1770 | loss: 0.031176 | val_loss: 0.0311766 | Time: 4135.28 ms [2022-04-01 10:05:39 main:574] : INFO : Epoch 1771 | loss: 0.0311812 | val_loss: 0.0311801 | Time: 4190.71 ms [2022-04-01 10:05:43 main:574] : INFO : Epoch 1772 | loss: 0.0311792 | val_loss: 0.0311772 | Time: 4289.26 ms [2022-04-01 10:05:47 main:574] : INFO : Epoch 1773 | loss: 0.0311756 | val_loss: 0.0311756 | Time: 4371.73 ms [2022-04-01 10:05:52 main:574] : INFO : Epoch 1774 | loss: 0.0311763 | val_loss: 0.0311771 | Time: 4381.18 ms [2022-04-01 10:05:56 main:574] : INFO : Epoch 1775 | loss: 0.0311767 | val_loss: 0.0311854 | Time: 4189.09 ms [2022-04-01 10:06:00 main:574] : INFO : Epoch 1776 | loss: 0.0311788 | val_loss: 0.0311765 | Time: 4254.34 ms [2022-04-01 10:06:04 main:574] : INFO : Epoch 1777 | loss: 0.0311763 | val_loss: 0.0311809 | Time: 4142.62 ms [2022-04-01 10:06:09 main:574] : INFO : Epoch 1778 | loss: 0.0311758 | val_loss: 0.031176 | Time: 4547.89 ms [2022-04-01 10:06:13 main:574] : INFO : Epoch 1779 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 4268.06 ms [2022-04-01 10:06:17 main:574] : INFO : Epoch 1780 | loss: 0.0311774 | val_loss: 0.0311757 | Time: 4038.25 ms [2022-04-01 10:06:21 main:574] : INFO : Epoch 1781 | loss: 0.0311758 | val_loss: 0.031178 | Time: 4343.33 ms [2022-04-01 10:06:26 main:574] : INFO : Epoch 1782 | loss: 0.0311795 | val_loss: 0.0311738 | Time: 4137.58 ms [2022-04-01 10:06:30 main:574] : INFO : Epoch 1783 | loss: 0.0311757 | val_loss: 0.0311732 | Time: 4192.44 ms [2022-04-01 10:06:34 main:574] : INFO : Epoch 1784 | loss: 0.0311803 | val_loss: 0.0311743 | Time: 4629.15 ms [2022-04-01 10:06:39 main:574] : INFO : Epoch 1785 | loss: 0.0311814 | val_loss: 0.0311763 | Time: 4479.75 ms [2022-04-01 10:06:43 main:574] : INFO : Epoch 1786 | loss: 0.0311771 | val_loss: 0.0311834 | Time: 4122.71 ms [2022-04-01 10:06:47 main:574] : INFO : Epoch 1787 | loss: 0.031178 | val_loss: 0.0311753 | Time: 4148.57 ms [2022-04-01 10:06:52 main:574] : INFO : Epoch 1788 | loss: 0.0311781 | val_loss: 0.0311777 | Time: 4307.83 ms [2022-04-01 10:06:55 main:574] : INFO : Epoch 1789 | loss: 0.0311831 | val_loss: 0.0311799 | Time: 3913.01 ms [2022-04-01 10:07:00 main:574] : INFO : Epoch 1790 | loss: 0.0311778 | val_loss: 0.0311769 | Time: 4136.53 ms [2022-04-01 10:07:04 main:574] : INFO : Epoch 1791 | loss: 0.0311773 | val_loss: 0.0311799 | Time: 4021.25 ms [2022-04-01 10:07:08 main:574] : INFO : Epoch 1792 | loss: 0.0311803 | val_loss: 0.0311778 | Time: 4176.63 ms [2022-04-01 10:07:12 main:574] : INFO : Epoch 1793 | loss: 0.0311791 | val_loss: 0.0311746 | Time: 4267.28 ms [2022-04-01 10:07:16 main:574] : INFO : Epoch 1794 | loss: 0.0311767 | val_loss: 0.0311754 | Time: 4194.46 ms [2022-04-01 10:07:20 main:574] : INFO : Epoch 1795 | loss: 0.0311748 | val_loss: 0.0311735 | Time: 4049.12 ms [2022-04-01 10:07:25 main:574] : INFO : Epoch 1796 | loss: 0.0311746 | val_loss: 0.0311737 | Time: 4303.1 ms [2022-04-01 10:07:29 main:574] : INFO : Epoch 1797 | loss: 0.0311744 | val_loss: 0.0311728 | Time: 4532.88 ms [2022-04-01 10:07:33 main:574] : INFO : Epoch 1798 | loss: 0.0311732 | val_loss: 0.0311719 | Time: 4256.74 ms [2022-04-01 10:07:38 main:574] : INFO : Epoch 1799 | loss: 0.0311765 | val_loss: 0.0311786 | Time: 4186.39 ms [2022-04-01 10:07:42 main:574] : INFO : Epoch 1800 | loss: 0.0311826 | val_loss: 0.0311746 | Time: 4245.85 ms [2022-04-01 10:07:46 main:574] : INFO : Epoch 1801 | loss: 0.0311755 | val_loss: 0.0311726 | Time: 4002.8 ms [2022-04-01 10:07:50 main:574] : INFO : Epoch 1802 | loss: 0.031174 | val_loss: 0.0311801 | Time: 4267.55 ms [2022-04-01 10:07:54 main:574] : INFO : Epoch 1803 | loss: 0.0311757 | val_loss: 0.0311752 | Time: 4280 ms [2022-04-01 10:07:58 main:574] : INFO : Epoch 1804 | loss: 0.0311733 | val_loss: 0.0311734 | Time: 4035.24 ms [2022-04-01 10:08:03 main:574] : INFO : Epoch 1805 | loss: 0.0311754 | val_loss: 0.0311734 | Time: 4178.02 ms [2022-04-01 10:08:07 main:574] : INFO : Epoch 1806 | loss: 0.0311775 | val_loss: 0.0311743 | Time: 4159.13 ms [2022-04-01 10:08:11 main:574] : INFO : Epoch 1807 | loss: 0.0311732 | val_loss: 0.0311754 | Time: 4190.96 ms [2022-04-01 10:08:15 main:574] : INFO : Epoch 1808 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 3979.32 ms [2022-04-01 10:08:19 main:574] : INFO : Epoch 1809 | loss: 0.0311733 | val_loss: 0.0311744 | Time: 3914.51 ms [2022-04-01 10:08:23 main:574] : INFO : Epoch 1810 | loss: 0.031177 | val_loss: 0.0311738 | Time: 4088.46 ms [2022-04-01 10:08:27 main:574] : INFO : Epoch 1811 | loss: 0.0311743 | val_loss: 0.0311803 | Time: 3902.53 ms [2022-04-01 10:08:31 main:574] : INFO : Epoch 1812 | loss: 0.0311779 | val_loss: 0.0311924 | Time: 3983.86 ms [2022-04-01 10:08:35 main:574] : INFO : Epoch 1813 | loss: 0.0311835 | val_loss: 0.0311788 | Time: 4026.64 ms [2022-04-01 10:08:39 main:574] : INFO : Epoch 1814 | loss: 0.0311784 | val_loss: 0.0311736 | Time: 3941.2 ms [2022-04-01 10:08:43 main:574] : INFO : Epoch 1815 | loss: 0.0311794 | val_loss: 0.031179 | Time: 4428.91 ms [2022-04-01 10:08:47 main:574] : INFO : Epoch 1816 | loss: 0.031177 | val_loss: 0.0311748 | Time: 4060.5 ms [2022-04-01 10:08:51 main:574] : INFO : Epoch 1817 | loss: 0.0311796 | val_loss: 0.0311701 | Time: 3914.03 ms [2022-04-01 10:08:55 main:574] : INFO : Epoch 1818 | loss: 0.0311746 | val_loss: 0.0311727 | Time: 4072.48 ms [2022-04-01 10:08:59 main:574] : INFO : Epoch 1819 | loss: 0.0311739 | val_loss: 0.0311696 | Time: 3937.35 ms [2022-04-01 10:09:03 main:574] : INFO : Epoch 1820 | loss: 0.031174 | val_loss: 0.0311711 | Time: 3974.87 ms [2022-04-01 10:09:07 main:574] : INFO : Epoch 1821 | loss: 0.0311809 | val_loss: 0.0311737 | Time: 3923.57 ms [2022-04-01 10:09:11 main:574] : INFO : Epoch 1822 | loss: 0.0311764 | val_loss: 0.0311734 | Time: 4194.34 ms [2022-04-01 10:09:15 main:574] : INFO : Epoch 1823 | loss: 0.0311792 | val_loss: 0.0311757 | Time: 4060.03 ms [2022-04-01 10:09:19 main:574] : INFO : Epoch 1824 | loss: 0.0311836 | val_loss: 0.0311936 | Time: 3837.32 ms [2022-04-01 10:09:23 main:574] : INFO : Epoch 1825 | loss: 0.0311847 | val_loss: 0.0311766 | Time: 3998.26 ms [2022-04-01 10:09:27 main:574] : INFO : Epoch 1826 | loss: 0.0311779 | val_loss: 0.0311765 | Time: 3957.71 ms [2022-04-01 10:09:31 main:574] : INFO : Epoch 1827 | loss: 0.0311777 | val_loss: 0.0311771 | Time: 4100.88 ms [2022-04-01 10:09:35 main:574] : INFO : Epoch 1828 | loss: 0.0311789 | val_loss: 0.0311745 | Time: 4064.6 ms [2022-04-01 10:09:40 main:574] : INFO : Epoch 1829 | loss: 0.0311795 | val_loss: 0.0311747 | Time: 4169.26 ms [2022-04-01 10:09:44 main:574] : INFO : Epoch 1830 | loss: 0.0311788 | val_loss: 0.0311762 | Time: 4016.81 ms [2022-04-01 10:09:48 main:574] : INFO : Epoch 1831 | loss: 0.0311793 | val_loss: 0.031179 | Time: 4073.8 ms [2022-04-01 10:09:52 main:574] : INFO : Epoch 1832 | loss: 0.0311777 | val_loss: 0.0311739 | Time: 3929.83 ms [2022-04-01 10:09:56 main:574] : INFO : Epoch 1833 | loss: 0.0311788 | val_loss: 0.0311734 | Time: 4040.49 ms [2022-04-01 10:10:00 main:574] : INFO : Epoch 1834 | loss: 0.0311765 | val_loss: 0.0311786 | Time: 4080.7 ms [2022-04-01 10:10:04 main:574] : INFO : Epoch 1835 | loss: 0.0311793 | val_loss: 0.0311729 | Time: 4189.73 ms [2022-04-01 10:10:08 main:574] : INFO : Epoch 1836 | loss: 0.0311756 | val_loss: 0.0311721 | Time: 3944.25 ms [2022-04-01 10:10:12 main:574] : INFO : Epoch 1837 | loss: 0.0311756 | val_loss: 0.0311845 | Time: 4061.29 ms [2022-04-01 10:10:16 main:574] : INFO : Epoch 1838 | loss: 0.0311757 | val_loss: 0.0311792 | Time: 3968.83 ms [2022-04-01 10:10:20 main:574] : INFO : Epoch 1839 | loss: 0.031179 | val_loss: 0.0311816 | Time: 3933.28 ms [2022-04-01 10:10:24 main:574] : INFO : Epoch 1840 | loss: 0.0311773 | val_loss: 0.0311831 | Time: 4108.6 ms [2022-04-01 10:10:28 main:574] : INFO : Epoch 1841 | loss: 0.0311795 | val_loss: 0.0311848 | Time: 4208.28 ms [2022-04-01 10:10:32 main:574] : INFO : Epoch 1842 | loss: 0.0311802 | val_loss: 0.0311756 | Time: 4016.32 ms [2022-04-01 10:10:36 main:574] : INFO : Epoch 1843 | loss: 0.0311778 | val_loss: 0.0311719 | Time: 4100.25 ms [2022-04-01 10:10:40 main:574] : INFO : Epoch 1844 | loss: 0.0311756 | val_loss: 0.0311751 | Time: 4050.67 ms [2022-04-01 10:10:44 main:574] : INFO : Epoch 1845 | loss: 0.0311782 | val_loss: 0.0311799 | Time: 3865.92 ms [2022-04-01 10:10:48 main:574] : INFO : Epoch 1846 | loss: 0.0311766 | val_loss: 0.0311758 | Time: 4016.61 ms [2022-04-01 10:10:52 main:574] : INFO : Epoch 1847 | loss: 0.0311751 | val_loss: 0.031175 | Time: 4234.2 ms [2022-04-01 10:10:57 main:574] : INFO : Epoch 1848 | loss: 0.0311755 | val_loss: 0.0311746 | Time: 4163.01 ms [2022-04-01 10:11:01 main:574] : INFO : Epoch 1849 | loss: 0.0311826 | val_loss: 0.0311743 | Time: 3930.92 ms [2022-04-01 10:11:05 main:574] : INFO : Epoch 1850 | loss: 0.0311754 | val_loss: 0.0311725 | Time: 4152.53 ms [2022-04-01 10:11:09 main:574] : INFO : Epoch 1851 | loss: 0.0311744 | val_loss: 0.0311721 | Time: 4117.78 ms [2022-04-01 10:11:13 main:574] : INFO : Epoch 1852 | loss: 0.0311785 | val_loss: 0.0311758 | Time: 3987.34 ms [2022-04-01 10:11:17 main:574] : INFO : Epoch 1853 | loss: 0.0311752 | val_loss: 0.0311749 | Time: 4185.01 ms [2022-04-01 10:11:21 main:574] : INFO : Epoch 1854 | loss: 0.031175 | val_loss: 0.0311748 | Time: 4097.53 ms [2022-04-01 10:11:25 main:574] : INFO : Epoch 1855 | loss: 0.0311781 | val_loss: 0.0311747 | Time: 3874.04 ms [2022-04-01 10:11:29 main:574] : INFO : Epoch 1856 | loss: 0.0311795 | val_loss: 0.0311733 | Time: 4086.09 ms [2022-04-01 10:11:33 main:574] : INFO : Epoch 1857 | loss: 0.0311763 | val_loss: 0.0311756 | Time: 3978.86 ms [2022-04-01 10:11:37 main:574] : INFO : Epoch 1858 | loss: 0.0311768 | val_loss: 0.0311759 | Time: 4055.72 ms [2022-04-01 10:11:41 main:574] : INFO : Epoch 1859 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 3975.04 ms [2022-04-01 10:11:45 main:574] : INFO : Epoch 1860 | loss: 0.0311858 | val_loss: 0.0311828 | Time: 4097.34 ms [2022-04-01 10:11:49 main:574] : INFO : Epoch 1861 | loss: 0.0312005 | val_loss: 0.0312048 | Time: 4164.36 ms [2022-04-01 10:11:53 main:574] : INFO : Epoch 1862 | loss: 0.0311903 | val_loss: 0.0312111 | Time: 4046.54 ms [2022-04-01 10:11:58 main:574] : INFO : Epoch 1863 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 4379.29 ms [2022-04-01 10:12:02 main:574] : INFO : Epoch 1864 | loss: 0.0311839 | val_loss: 0.0311811 | Time: 4059.13 ms [2022-04-01 10:12:06 main:574] : INFO : Epoch 1865 | loss: 0.0311777 | val_loss: 0.0311739 | Time: 3973.05 ms [2022-04-01 10:12:10 main:574] : INFO : Epoch 1866 | loss: 0.0311752 | val_loss: 0.031174 | Time: 4177.54 ms [2022-04-01 10:12:14 main:574] : INFO : Epoch 1867 | loss: 0.0311793 | val_loss: 0.0311762 | Time: 4008.24 ms [2022-04-01 10:12:18 main:574] : INFO : Epoch 1868 | loss: 0.0311774 | val_loss: 0.0311766 | Time: 4060.01 ms [2022-04-01 10:12:22 main:574] : INFO : Epoch 1869 | loss: 0.0311804 | val_loss: 0.0311775 | Time: 4048.18 ms [2022-04-01 10:12:26 main:574] : INFO : Epoch 1870 | loss: 0.0311772 | val_loss: 0.0311748 | Time: 3915.25 ms [2022-04-01 10:12:30 main:574] : INFO : Epoch 1871 | loss: 0.0311754 | val_loss: 0.031178 | Time: 4040.1 ms [2022-04-01 10:12:34 main:574] : INFO : Epoch 1872 | loss: 0.0311774 | val_loss: 0.0311761 | Time: 4246.29 ms [2022-04-01 10:12:39 main:574] : INFO : Epoch 1873 | loss: 0.0311776 | val_loss: 0.031181 | Time: 4158.57 ms [2022-04-01 10:12:43 main:574] : INFO : Epoch 1874 | loss: 0.0311801 | val_loss: 0.0311789 | Time: 4219.58 ms [2022-04-01 10:12:47 main:574] : INFO : Epoch 1875 | loss: 0.0311767 | val_loss: 0.0311777 | Time: 4133.94 ms [2022-04-01 10:12:51 main:574] : INFO : Epoch 1876 | loss: 0.0311758 | val_loss: 0.0311759 | Time: 4102.76 ms [2022-04-01 10:12:55 main:574] : INFO : Epoch 1877 | loss: 0.031176 | val_loss: 0.0311745 | Time: 4379.11 ms [2022-04-01 10:13:00 main:574] : INFO : Epoch 1878 | loss: 0.0311759 | val_loss: 0.0311743 | Time: 4358.47 ms [2022-04-01 10:13:04 main:574] : INFO : Epoch 1879 | loss: 0.0311814 | val_loss: 0.0311797 | Time: 4475.85 ms [2022-04-01 10:13:09 main:574] : INFO : Epoch 1880 | loss: 0.0311791 | val_loss: 0.0311819 | Time: 4291.24 ms [2022-04-01 10:13:13 main:574] : INFO : Epoch 1881 | loss: 0.0311781 | val_loss: 0.0311777 | Time: 4053.53 ms [2022-04-01 10:13:17 main:574] : INFO : Epoch 1882 | loss: 0.0311763 | val_loss: 0.0311754 | Time: 4184.36 ms [2022-04-01 10:13:21 main:574] : INFO : Epoch 1883 | loss: 0.0311752 | val_loss: 0.0311787 | Time: 4126.66 ms [2022-04-01 10:13:25 main:574] : INFO : Epoch 1884 | loss: 0.0311769 | val_loss: 0.0311741 | Time: 4009.35 ms [2022-04-01 10:13:29 main:574] : INFO : Epoch 1885 | loss: 0.0311784 | val_loss: 0.0311852 | Time: 3943.14 ms [2022-04-01 10:13:33 main:574] : INFO : Epoch 1886 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 4295.4 ms [2022-04-01 10:13:37 main:574] : INFO : Epoch 1887 | loss: 0.0311758 | val_loss: 0.0311741 | Time: 4065.55 ms [2022-04-01 10:13:41 main:574] : INFO : Epoch 1888 | loss: 0.0311756 | val_loss: 0.0311751 | Time: 4175.3 ms [2022-04-01 10:13:46 main:574] : INFO : Epoch 1889 | loss: 0.0311748 | val_loss: 0.031175 | Time: 4158.64 ms [2022-04-01 10:13:50 main:574] : INFO : Epoch 1890 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 4048.76 ms [2022-04-01 10:13:54 main:574] : INFO : Epoch 1891 | loss: 0.0311795 | val_loss: 0.0311769 | Time: 3977.6 ms [2022-04-01 10:13:58 main:574] : INFO : Epoch 1892 | loss: 0.0311769 | val_loss: 0.0311781 | Time: 4582.43 ms [2022-04-01 10:14:02 main:574] : INFO : Epoch 1893 | loss: 0.0311769 | val_loss: 0.0311763 | Time: 4034.36 ms [2022-04-01 10:14:06 main:574] : INFO : Epoch 1894 | loss: 0.0311776 | val_loss: 0.0311774 | Time: 4157.93 ms [2022-04-01 10:14:11 main:574] : INFO : Epoch 1895 | loss: 0.0311786 | val_loss: 0.0311766 | Time: 4154.56 ms [2022-04-01 10:14:15 main:574] : INFO : Epoch 1896 | loss: 0.0311775 | val_loss: 0.0311813 | Time: 4334.07 ms [2022-04-01 10:14:19 main:574] : INFO : Epoch 1897 | loss: 0.0311808 | val_loss: 0.0311952 | Time: 3946.49 ms [2022-04-01 10:14:23 main:574] : INFO : Epoch 1898 | loss: 0.0311804 | val_loss: 0.0311809 | Time: 4608.34 ms [2022-04-01 10:14:28 main:574] : INFO : Epoch 1899 | loss: 0.0311801 | val_loss: 0.0311782 | Time: 4423.52 ms [2022-04-01 10:14:32 main:574] : INFO : Epoch 1900 | loss: 0.0311763 | val_loss: 0.0311751 | Time: 4250.64 ms [2022-04-01 10:14:36 main:574] : INFO : Epoch 1901 | loss: 0.031174 | val_loss: 0.0311759 | Time: 4098.29 ms [2022-04-01 10:14:40 main:574] : INFO : Epoch 1902 | loss: 0.0311741 | val_loss: 0.0311797 | Time: 4219.44 ms [2022-04-01 10:14:45 main:574] : INFO : Epoch 1903 | loss: 0.0311741 | val_loss: 0.0311858 | Time: 4089.69 ms [2022-04-01 10:14:49 main:574] : INFO : Epoch 1904 | loss: 0.0311785 | val_loss: 0.0311816 | Time: 4478.48 ms [2022-04-01 10:14:53 main:574] : INFO : Epoch 1905 | loss: 0.0311822 | val_loss: 0.0311809 | Time: 4397.64 ms [2022-04-01 10:14:58 main:574] : INFO : Epoch 1906 | loss: 0.0311755 | val_loss: 0.0311787 | Time: 4181.59 ms [2022-04-01 10:15:02 main:574] : INFO : Epoch 1907 | loss: 0.0311752 | val_loss: 0.0311772 | Time: 4021.85 ms [2022-04-01 10:15:06 main:574] : INFO : Epoch 1908 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 4197.4 ms [2022-04-01 10:15:10 main:574] : INFO : Epoch 1909 | loss: 0.031176 | val_loss: 0.0311802 | Time: 4102.81 ms [2022-04-01 10:15:14 main:574] : INFO : Epoch 1910 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 4475.29 ms [2022-04-01 10:15:19 main:574] : INFO : Epoch 1911 | loss: 0.0311751 | val_loss: 0.0311831 | Time: 4569.22 ms [2022-04-01 10:15:23 main:574] : INFO : Epoch 1912 | loss: 0.0311742 | val_loss: 0.0311848 | Time: 4179.6 ms [2022-04-01 10:15:27 main:574] : INFO : Epoch 1913 | loss: 0.0311774 | val_loss: 0.0311793 | Time: 4194.07 ms [2022-04-01 10:15:32 main:574] : INFO : Epoch 1914 | loss: 0.0311837 | val_loss: 0.0311875 | Time: 4249.5 ms [2022-04-01 10:15:36 main:574] : INFO : Epoch 1915 | loss: 0.0311809 | val_loss: 0.0311876 | Time: 4118.65 ms [2022-04-01 10:15:40 main:574] : INFO : Epoch 1916 | loss: 0.0311814 | val_loss: 0.0311795 | Time: 4492.23 ms [2022-04-01 10:15:45 main:574] : INFO : Epoch 1917 | loss: 0.0311764 | val_loss: 0.0311794 | Time: 4518.08 ms [2022-04-01 10:15:49 main:574] : INFO : Epoch 1918 | loss: 0.0311783 | val_loss: 0.0311783 | Time: 4159.17 ms [2022-04-01 10:15:53 main:574] : INFO : Epoch 1919 | loss: 0.0311753 | val_loss: 0.0311894 | Time: 4336.13 ms [2022-04-01 10:15:58 main:574] : INFO : Epoch 1920 | loss: 0.0311789 | val_loss: 0.0311802 | Time: 4280.53 ms [2022-04-01 10:16:02 main:574] : INFO : Epoch 1921 | loss: 0.0311745 | val_loss: 0.0311785 | Time: 4086.82 ms [2022-04-01 10:16:06 main:574] : INFO : Epoch 1922 | loss: 0.031175 | val_loss: 0.0311795 | Time: 4527.83 ms [2022-04-01 10:16:11 main:574] : INFO : Epoch 1923 | loss: 0.0311768 | val_loss: 0.0311777 | Time: 4527.06 ms [2022-04-01 10:16:15 main:574] : INFO : Epoch 1924 | loss: 0.031174 | val_loss: 0.031182 | Time: 4123.2 ms [2022-04-01 10:16:19 main:574] : INFO : Epoch 1925 | loss: 0.0311745 | val_loss: 0.0311809 | Time: 4222.35 ms [2022-04-01 10:16:23 main:574] : INFO : Epoch 1926 | loss: 0.031174 | val_loss: 0.0311795 | Time: 4093.05 ms [2022-04-01 10:16:27 main:574] : INFO : Epoch 1927 | loss: 0.0311794 | val_loss: 0.0311839 | Time: 4063.45 ms [2022-04-01 10:16:32 main:574] : INFO : Epoch 1928 | loss: 0.0311777 | val_loss: 0.0311796 | Time: 4659.42 ms [2022-04-01 10:16:36 main:574] : INFO : Epoch 1929 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 4315.6 ms [2022-04-01 10:16:40 main:574] : INFO : Epoch 1930 | loss: 0.031176 | val_loss: 0.0311759 | Time: 4174.66 ms [2022-04-01 10:16:45 main:574] : INFO : Epoch 1931 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 4206.54 ms [2022-04-01 10:16:49 main:574] : INFO : Epoch 1932 | loss: 0.0311755 | val_loss: 0.031185 | Time: 4165.94 ms [2022-04-01 10:16:53 main:574] : INFO : Epoch 1933 | loss: 0.0311771 | val_loss: 0.0311834 | Time: 3979.5 ms [2022-04-01 10:16:57 main:574] : INFO : Epoch 1934 | loss: 0.0311771 | val_loss: 0.0311798 | Time: 4004.4 ms [2022-04-01 10:17:01 main:574] : INFO : Epoch 1935 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 4186.03 ms [2022-04-01 10:17:05 main:574] : INFO : Epoch 1936 | loss: 0.0311746 | val_loss: 0.0311814 | Time: 3976.03 ms [2022-04-01 10:17:09 main:574] : INFO : Epoch 1937 | loss: 0.03118 | val_loss: 0.0311847 | Time: 4077.21 ms [2022-04-01 10:17:13 main:574] : INFO : Epoch 1938 | loss: 0.0311745 | val_loss: 0.0311755 | Time: 4100.77 ms [2022-04-01 10:17:17 main:574] : INFO : Epoch 1939 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 4285.32 ms [2022-04-01 10:17:22 main:574] : INFO : Epoch 1940 | loss: 0.0311758 | val_loss: 0.0311789 | Time: 4166.76 ms [2022-04-01 10:17:26 main:574] : INFO : Epoch 1941 | loss: 0.0311782 | val_loss: 0.0311772 | Time: 4086.71 ms [2022-04-01 10:17:30 main:574] : INFO : Epoch 1942 | loss: 0.0311761 | val_loss: 0.0311774 | Time: 3946.62 ms [2022-04-01 10:17:34 main:574] : INFO : Epoch 1943 | loss: 0.0311774 | val_loss: 0.0311763 | Time: 3983.22 ms [2022-04-01 10:17:38 main:574] : INFO : Epoch 1944 | loss: 0.0311722 | val_loss: 0.0311759 | Time: 4043.35 ms [2022-04-01 10:17:42 main:574] : INFO : Epoch 1945 | loss: 0.0311723 | val_loss: 0.0311817 | Time: 4175.68 ms [2022-04-01 10:17:46 main:574] : INFO : Epoch 1946 | loss: 0.0311731 | val_loss: 0.0311744 | Time: 4074.35 ms [2022-04-01 10:17:50 main:574] : INFO : Epoch 1947 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 4053.53 ms [2022-04-01 10:17:54 main:574] : INFO : Epoch 1948 | loss: 0.0311723 | val_loss: 0.031177 | Time: 4165.29 ms [2022-04-01 10:17:58 main:574] : INFO : Epoch 1949 | loss: 0.0311735 | val_loss: 0.0311776 | Time: 4352.14 ms [2022-04-01 10:18:03 main:574] : INFO : Epoch 1950 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 4447.75 ms [2022-04-01 10:18:07 main:574] : INFO : Epoch 1951 | loss: 0.0311706 | val_loss: 0.0311741 | Time: 4157.64 ms [2022-04-01 10:18:11 main:574] : INFO : Epoch 1952 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 4201.19 ms [2022-04-01 10:18:15 main:574] : INFO : Epoch 1953 | loss: 0.0311739 | val_loss: 0.0311734 | Time: 4170.92 ms [2022-04-01 10:18:19 main:574] : INFO : Epoch 1954 | loss: 0.0311731 | val_loss: 0.0311798 | Time: 3992.38 ms [2022-04-01 10:18:24 main:574] : INFO : Epoch 1955 | loss: 0.0311717 | val_loss: 0.0311724 | Time: 4228.13 ms [2022-04-01 10:18:28 main:574] : INFO : Epoch 1956 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 4495.09 ms [2022-04-01 10:18:32 main:574] : INFO : Epoch 1957 | loss: 0.0311711 | val_loss: 0.0311779 | Time: 4116.83 ms [2022-04-01 10:18:37 main:574] : INFO : Epoch 1958 | loss: 0.0311698 | val_loss: 0.0311704 | Time: 4299.95 ms [2022-04-01 10:18:41 main:574] : INFO : Epoch 1959 | loss: 0.0311668 | val_loss: 0.0311841 | Time: 4209.54 ms [2022-04-01 10:18:45 main:574] : INFO : Epoch 1960 | loss: 0.031179 | val_loss: 0.0311725 | Time: 4032.08 ms [2022-04-01 10:18:49 main:574] : INFO : Epoch 1961 | loss: 0.0311743 | val_loss: 0.0311818 | Time: 4172.67 ms [2022-04-01 10:18:53 main:574] : INFO : Epoch 1962 | loss: 0.0311743 | val_loss: 0.0311856 | Time: 4453.54 ms [2022-04-01 10:18:58 main:574] : INFO : Epoch 1963 | loss: 0.0311678 | val_loss: 0.0311669 | Time: 4126.93 ms [2022-04-01 10:19:02 main:574] : INFO : Epoch 1964 | loss: 0.0311703 | val_loss: 0.0311743 | Time: 4194.99 ms [2022-04-01 10:19:06 main:574] : INFO : Epoch 1965 | loss: 0.0311741 | val_loss: 0.0311677 | Time: 4143.08 ms [2022-04-01 10:19:10 main:574] : INFO : Epoch 1966 | loss: 0.0311663 | val_loss: 0.0311672 | Time: 4026.13 ms [2022-04-01 10:19:14 main:574] : INFO : Epoch 1967 | loss: 0.0311645 | val_loss: 0.0311671 | Time: 4216.74 ms [2022-04-01 10:19:19 main:574] : INFO : Epoch 1968 | loss: 0.0311731 | val_loss: 0.0311736 | Time: 4625.28 ms [2022-04-01 10:19:23 main:574] : INFO : Epoch 1969 | loss: 0.0311704 | val_loss: 0.031165 | Time: 4121.15 ms [2022-04-01 10:19:27 main:574] : INFO : Epoch 1970 | loss: 0.0311661 | val_loss: 0.0311801 | Time: 4185.89 ms [2022-04-01 10:19:31 main:574] : INFO : Epoch 1971 | loss: 0.0311606 | val_loss: 0.0311619 | Time: 4169.14 ms [2022-04-01 10:19:35 main:574] : INFO : Epoch 1972 | loss: 0.0311774 | val_loss: 0.0311771 | Time: 4123.89 ms [2022-04-01 10:19:40 main:574] : INFO : Epoch 1973 | loss: 0.0311807 | val_loss: 0.0311726 | Time: 4238.23 ms [2022-04-01 10:19:44 main:574] : INFO : Epoch 1974 | loss: 0.031162 | val_loss: 0.0311794 | Time: 4656.22 ms [2022-04-01 10:19:49 main:574] : INFO : Epoch 1975 | loss: 0.0311649 | val_loss: 0.0311649 | Time: 4207.28 ms [2022-04-01 10:19:53 main:574] : INFO : Epoch 1976 | loss: 0.0311619 | val_loss: 0.031166 | Time: 4211.21 ms [2022-04-01 10:19:57 main:574] : INFO : Epoch 1977 | loss: 0.0311591 | val_loss: 0.0311579 | Time: 4207.49 ms [2022-04-01 10:20:01 main:574] : INFO : Epoch 1978 | loss: 0.0311577 | val_loss: 0.0311621 | Time: 4083.12 ms [2022-04-01 10:20:05 main:574] : INFO : Epoch 1979 | loss: 0.0311597 | val_loss: 0.0311623 | Time: 4241.88 ms [2022-04-01 10:20:10 main:574] : INFO : Epoch 1980 | loss: 0.0311598 | val_loss: 0.031161 | Time: 4425.08 ms [2022-04-01 10:20:14 main:574] : INFO : Epoch 1981 | loss: 0.0311537 | val_loss: 0.0311608 | Time: 4057.81 ms [2022-04-01 10:20:18 main:574] : INFO : Epoch 1982 | loss: 0.0311568 | val_loss: 0.0311844 | Time: 4203.7 ms [2022-04-01 10:20:22 main:574] : INFO : Epoch 1983 | loss: 0.0311567 | val_loss: 0.0311633 | Time: 4206.63 ms [2022-04-01 10:20:26 main:574] : INFO : Epoch 1984 | loss: 0.0311509 | val_loss: 0.0311601 | Time: 4179.45 ms [2022-04-01 10:20:31 main:574] : INFO : Epoch 1985 | loss: 0.0311509 | val_loss: 0.03116 | Time: 4371.03 ms [2022-04-01 10:20:35 main:574] : INFO : Epoch 1986 | loss: 0.0311502 | val_loss: 0.0311581 | Time: 4648.33 ms [2022-04-01 10:20:40 main:574] : INFO : Epoch 1987 | loss: 0.0311571 | val_loss: 0.0311569 | Time: 4168.15 ms [2022-04-01 10:20:44 main:574] : INFO : Epoch 1988 | loss: 0.0311493 | val_loss: 0.0311815 | Time: 3944.45 ms [2022-04-01 10:20:48 main:574] : INFO : Epoch 1989 | loss: 0.0311555 | val_loss: 0.0311555 | Time: 4008.9 ms [2022-04-01 10:20:52 main:574] : INFO : Epoch 1990 | loss: 0.0311552 | val_loss: 0.0311617 | Time: 4034.03 ms [2022-04-01 10:20:56 main:574] : INFO : Epoch 1991 | loss: 0.0311475 | val_loss: 0.031155 | Time: 3971.56 ms [2022-04-01 10:20:59 main:574] : INFO : Epoch 1992 | loss: 0.0311486 | val_loss: 0.0311549 | Time: 3876.82 ms [2022-04-01 10:21:04 main:574] : INFO : Epoch 1993 | loss: 0.0311522 | val_loss: 0.0311522 | Time: 4172.47 ms [2022-04-01 10:21:08 main:574] : INFO : Epoch 1994 | loss: 0.0311521 | val_loss: 0.0311558 | Time: 4254.08 ms [2022-04-01 10:21:12 main:574] : INFO : Epoch 1995 | loss: 0.0311539 | val_loss: 0.0311546 | Time: 4071.94 ms [2022-04-01 10:21:16 main:574] : INFO : Epoch 1996 | loss: 0.0311493 | val_loss: 0.0311695 | Time: 3991.41 ms [2022-04-01 10:21:20 main:574] : INFO : Epoch 1997 | loss: 0.0311531 | val_loss: 0.0311593 | Time: 3938.39 ms [2022-04-01 10:21:24 main:574] : INFO : Epoch 1998 | loss: 0.0311469 | val_loss: 0.0311545 | Time: 4211.16 ms [2022-04-01 10:21:28 main:574] : INFO : Epoch 1999 | loss: 0.0311554 | val_loss: 0.0311586 | Time: 4137.31 ms [2022-04-01 10:21:32 main:574] : INFO : Epoch 2000 | loss: 0.0311457 | val_loss: 0.0311612 | Time: 4215.53 ms [2022-04-01 10:21:37 main:574] : INFO : Epoch 2001 | loss: 0.0311469 | val_loss: 0.031165 | Time: 4117.71 ms [2022-04-01 10:21:41 main:574] : INFO : Epoch 2002 | loss: 0.0311542 | val_loss: 0.0311681 | Time: 3995.45 ms [2022-04-01 10:21:45 main:574] : INFO : Epoch 2003 | loss: 0.0311477 | val_loss: 0.0311635 | Time: 3924.17 ms [2022-04-01 10:21:49 main:574] : INFO : Epoch 2004 | loss: 0.0311457 | val_loss: 0.031155 | Time: 4140.58 ms [2022-04-01 10:21:53 main:574] : INFO : Epoch 2005 | loss: 0.0311489 | val_loss: 0.031161 | Time: 4176.8 ms [2022-04-01 10:21:57 main:574] : INFO : Epoch 2006 | loss: 0.0311558 | val_loss: 0.0311567 | Time: 4155.25 ms [2022-04-01 10:22:01 main:574] : INFO : Epoch 2007 | loss: 0.0311471 | val_loss: 0.0311541 | Time: 4174.52 ms [2022-04-01 10:22:05 main:574] : INFO : Epoch 2008 | loss: 0.0311523 | val_loss: 0.0311609 | Time: 3835.98 ms [2022-04-01 10:22:09 main:574] : INFO : Epoch 2009 | loss: 0.0311576 | val_loss: 0.0311571 | Time: 4007.82 ms [2022-04-01 10:22:13 main:574] : INFO : Epoch 2010 | loss: 0.0311457 | val_loss: 0.0311538 | Time: 4194.52 ms [2022-04-01 10:22:17 main:574] : INFO : Epoch 2011 | loss: 0.0311511 | val_loss: 0.0311667 | Time: 4230.29 ms [2022-04-01 10:22:22 main:574] : INFO : Epoch 2012 | loss: 0.0311563 | val_loss: 0.0311633 | Time: 4069.09 ms [2022-04-01 10:22:26 main:574] : INFO : Epoch 2013 | loss: 0.0311488 | val_loss: 0.0311573 | Time: 3988.91 ms [2022-04-01 10:22:30 main:574] : INFO : Epoch 2014 | loss: 0.0311465 | val_loss: 0.031158 | Time: 4140.78 ms [2022-04-01 10:22:34 main:574] : INFO : Epoch 2015 | loss: 0.0311425 | val_loss: 0.0311608 | Time: 4176.67 ms [2022-04-01 10:22:38 main:574] : INFO : Epoch 2016 | loss: 0.0311451 | val_loss: 0.0311554 | Time: 4333.27 ms [2022-04-01 10:22:42 main:574] : INFO : Epoch 2017 | loss: 0.031149 | val_loss: 0.0311577 | Time: 3862.15 ms [2022-04-01 10:22:46 main:574] : INFO : Epoch 2018 | loss: 0.0311472 | val_loss: 0.031179 | Time: 4195.39 ms [2022-04-01 10:22:50 main:574] : INFO : Epoch 2019 | loss: 0.0311437 | val_loss: 0.0311552 | Time: 4122.75 ms [2022-04-01 10:22:54 main:574] : INFO : Epoch 2020 | loss: 0.0311433 | val_loss: 0.0311597 | Time: 4012.43 ms [2022-04-01 10:22:59 main:574] : INFO : Epoch 2021 | loss: 0.0311445 | val_loss: 0.0311605 | Time: 4286.73 ms [2022-04-01 10:23:03 main:574] : INFO : Epoch 2022 | loss: 0.031146 | val_loss: 0.0311556 | Time: 4138.55 ms [2022-04-01 10:23:07 main:574] : INFO : Epoch 2023 | loss: 0.0311485 | val_loss: 0.031162 | Time: 3963.18 ms [2022-04-01 10:23:11 main:574] : INFO : Epoch 2024 | loss: 0.0311474 | val_loss: 0.0311603 | Time: 4266.44 ms [2022-04-01 10:23:15 main:574] : INFO : Epoch 2025 | loss: 0.0311476 | val_loss: 0.0311579 | Time: 4041.04 ms [2022-04-01 10:23:19 main:574] : INFO : Epoch 2026 | loss: 0.0311544 | val_loss: 0.0311597 | Time: 3991.6 ms [2022-04-01 10:23:23 main:574] : INFO : Epoch 2027 | loss: 0.0311557 | val_loss: 0.0311538 | Time: 4148.98 ms [2022-04-01 10:23:27 main:574] : INFO : Epoch 2028 | loss: 0.0311453 | val_loss: 0.0311542 | Time: 4157.17 ms [2022-04-01 10:23:31 main:574] : INFO : Epoch 2029 | loss: 0.031151 | val_loss: 0.0311558 | Time: 4013.38 ms [2022-04-01 10:23:35 main:574] : INFO : Epoch 2030 | loss: 0.0311455 | val_loss: 0.031154 | Time: 3897.87 ms [2022-04-01 10:23:40 main:574] : INFO : Epoch 2031 | loss: 0.0311428 | val_loss: 0.031153 | Time: 4166.24 ms [2022-04-01 10:23:43 main:574] : INFO : Epoch 2032 | loss: 0.0311446 | val_loss: 0.0311548 | Time: 3883.62 ms [2022-04-01 10:23:47 main:574] : INFO : Epoch 2033 | loss: 0.0311442 | val_loss: 0.0311752 | Time: 3981.44 ms [2022-04-01 10:23:52 main:574] : INFO : Epoch 2034 | loss: 0.0311492 | val_loss: 0.0311725 | Time: 4131.76 ms [2022-04-01 10:23:56 main:574] : INFO : Epoch 2035 | loss: 0.0311508 | val_loss: 0.0311549 | Time: 4001.71 ms [2022-04-01 10:23:59 main:574] : INFO : Epoch 2036 | loss: 0.0311477 | val_loss: 0.0311523 | Time: 3915.08 ms [2022-04-01 10:24:04 main:574] : INFO : Epoch 2037 | loss: 0.0311462 | val_loss: 0.0311566 | Time: 4408.39 ms [2022-04-01 10:24:08 main:574] : INFO : Epoch 2038 | loss: 0.0311432 | val_loss: 0.0311553 | Time: 3926.6 ms [2022-04-01 10:24:12 main:574] : INFO : Epoch 2039 | loss: 0.031147 | val_loss: 0.031151 | Time: 4159.73 ms [2022-04-01 10:24:16 main:574] : INFO : Epoch 2040 | loss: 0.0311463 | val_loss: 0.0311646 | Time: 4165.69 ms [2022-04-01 10:24:20 main:574] : INFO : Epoch 2041 | loss: 0.0311479 | val_loss: 0.0311733 | Time: 4283.86 ms [2022-04-01 10:24:24 main:574] : INFO : Epoch 2042 | loss: 0.0311438 | val_loss: 0.0311527 | Time: 4073.29 ms [2022-04-01 10:24:29 main:574] : INFO : Epoch 2043 | loss: 0.031143 | val_loss: 0.0311588 | Time: 4068.45 ms [2022-04-01 10:24:33 main:574] : INFO : Epoch 2044 | loss: 0.0311489 | val_loss: 0.0311628 | Time: 4005.92 ms [2022-04-01 10:24:37 main:574] : INFO : Epoch 2045 | loss: 0.0311471 | val_loss: 0.031151 | Time: 4238.43 ms [2022-04-01 10:24:41 main:574] : INFO : Epoch 2046 | loss: 0.0311458 | val_loss: 0.0311534 | Time: 4122.7 ms [2022-04-01 10:24:45 main:574] : INFO : Epoch 2047 | loss: 0.0311439 | val_loss: 0.0311581 | Time: 4155.89 ms [2022-04-01 10:24:49 main:574] : INFO : Epoch 2048 | loss: 0.0311414 | val_loss: 0.0311547 | Time: 4161.93 ms [2022-04-01 10:24:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311547 [2022-04-01 10:24:49 main:603] : INFO : Saving end state to config to file [2022-04-01 10:24:49 main:608] : INFO : Success, exiting.. 10:24:49 (25540): 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)