Task 13893040
| Name | ParityModified-1647042068-12224-1-0_0 |
| Workunit | 10970415 |
| Created | 27 Mar 2022, 23:01:04 UTC |
| Sent | 1 Apr 2022, 13:13:49 UTC |
| Report deadline | 9 Apr 2022, 13:13:49 UTC |
| Received | 8 Apr 2022, 12:13:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21073 |
| Run time | 2 hours 18 min 25 sec |
| CPU time | 2 hours 13 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,573.65 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 1542 | loss: 0.0309696 | val_loss: 0.0313096 | Time: 4042.48 ms [2022-04-08 12:39:36 main:574] : INFO : Epoch 1543 | loss: 0.0309847 | val_loss: 0.0312597 | Time: 4076.75 ms [2022-04-08 12:39:40 main:574] : INFO : Epoch 1544 | loss: 0.0310364 | val_loss: 0.0312651 | Time: 3996.37 ms [2022-04-08 12:39:44 main:574] : INFO : Epoch 1545 | loss: 0.0310093 | val_loss: 0.031275 | Time: 3905.38 ms [2022-04-08 12:39:48 main:574] : INFO : Epoch 1546 | loss: 0.0309886 | val_loss: 0.0312933 | Time: 4029.9 ms [2022-04-08 12:39:52 main:574] : INFO : Epoch 1547 | loss: 0.0309852 | val_loss: 0.0313017 | Time: 4077.33 ms [2022-04-08 12:39:57 main:574] : INFO : Epoch 1548 | loss: 0.0309716 | val_loss: 0.0312898 | Time: 4044.09 ms [2022-04-08 12:40:01 main:574] : INFO : Epoch 1549 | loss: 0.0309708 | val_loss: 0.0313138 | Time: 3980.72 ms [2022-04-08 12:40:04 main:574] : INFO : Epoch 1550 | loss: 0.0309711 | val_loss: 0.0312789 | Time: 3958.82 ms [2022-04-08 12:40:09 main:574] : INFO : Epoch 1551 | loss: 0.0309763 | val_loss: 0.0312782 | Time: 4086.86 ms [2022-04-08 12:40:13 main:574] : INFO : Epoch 1552 | loss: 0.0309868 | val_loss: 0.0312959 | Time: 4031.65 ms [2022-04-08 12:40:17 main:574] : INFO : Epoch 1553 | loss: 0.0309824 | val_loss: 0.0313029 | Time: 4032.99 ms [2022-04-08 12:40:21 main:574] : INFO : Epoch 1554 | loss: 0.0309746 | val_loss: 0.0313086 | Time: 3993.63 ms [2022-04-08 12:40:25 main:574] : INFO : Epoch 1555 | loss: 0.0309754 | val_loss: 0.0313173 | Time: 4043.2 ms [2022-04-08 12:40:29 main:574] : INFO : Epoch 1556 | loss: 0.0309701 | val_loss: 0.0313178 | Time: 3990.67 ms [2022-04-08 12:40:33 main:574] : INFO : Epoch 1557 | loss: 0.030973 | val_loss: 0.0312718 | Time: 3960.74 ms [2022-04-08 12:40:37 main:574] : INFO : Epoch 1558 | loss: 0.0309739 | val_loss: 0.031309 | Time: 4094.93 ms [2022-04-08 12:40:41 main:574] : INFO : Epoch 1559 | loss: 0.0309713 | val_loss: 0.0312823 | Time: 4124.05 ms [2022-04-08 12:40:45 main:574] : INFO : Epoch 1560 | loss: 0.0309791 | val_loss: 0.0312717 | Time: 3954.61 ms [2022-04-08 12:40:49 main:574] : INFO : Epoch 1561 | loss: 0.0309823 | val_loss: 0.0312927 | Time: 3962.64 ms [2022-04-08 12:40:53 main:574] : INFO : Epoch 1562 | loss: 0.0309832 | val_loss: 0.0312831 | Time: 3910.98 ms [2022-04-08 12:40:57 main:574] : INFO : Epoch 1563 | loss: 0.0310131 | val_loss: 0.0313204 | Time: 4110.44 ms [2022-04-08 12:41:01 main:574] : INFO : Epoch 1564 | loss: 0.0309921 | val_loss: 0.0312973 | Time: 4108.92 ms [2022-04-08 12:41:05 main:574] : INFO : Epoch 1565 | loss: 0.0309789 | val_loss: 0.0313303 | Time: 3885.35 ms [2022-04-08 12:41:09 main:574] : INFO : Epoch 1566 | loss: 0.03098 | val_loss: 0.0313174 | Time: 4034.86 ms [2022-04-08 12:41:13 main:574] : INFO : Epoch 1567 | loss: 0.0309781 | val_loss: 0.0312869 | Time: 3934.72 ms [2022-04-08 12:41:17 main:574] : INFO : Epoch 1568 | loss: 0.0309951 | val_loss: 0.0313072 | Time: 4134.56 ms [2022-04-08 12:41:21 main:574] : INFO : Epoch 1569 | loss: 0.0309778 | val_loss: 0.0312772 | Time: 4053.14 ms [2022-04-08 12:41:25 main:574] : INFO : Epoch 1570 | loss: 0.0309812 | val_loss: 0.0313143 | Time: 3912.86 ms [2022-04-08 12:41:29 main:574] : INFO : Epoch 1571 | loss: 0.0309811 | val_loss: 0.0312774 | Time: 4106.51 ms [2022-04-08 12:41:33 main:574] : INFO : Epoch 1572 | loss: 0.030979 | val_loss: 0.0312863 | Time: 3976.46 ms [2022-04-08 12:41:37 main:574] : INFO : Epoch 1573 | loss: 0.0309734 | val_loss: 0.0313023 | Time: 3981.85 ms [2022-04-08 12:41:41 main:574] : INFO : Epoch 1574 | loss: 0.0309693 | val_loss: 0.0312864 | Time: 4061.23 ms [2022-04-08 12:41:45 main:574] : INFO : Epoch 1575 | loss: 0.0309755 | val_loss: 0.0312581 | Time: 3976.2 ms [2022-04-08 12:41:49 main:574] : INFO : Epoch 1576 | loss: 0.0309653 | val_loss: 0.0312809 | Time: 4148.98 ms [2022-04-08 12:41:53 main:574] : INFO : Epoch 1577 | loss: 0.030972 | val_loss: 0.0313431 | Time: 3937.39 ms [2022-04-08 12:41:57 main:574] : INFO : Epoch 1578 | loss: 0.0309725 | val_loss: 0.0312874 | Time: 3946.61 ms [2022-04-08 12:42:01 main:574] : INFO : Epoch 1579 | loss: 0.0309758 | val_loss: 0.0312972 | Time: 4159.64 ms [2022-04-08 12:42:05 main:574] : INFO : Epoch 1580 | loss: 0.0309709 | val_loss: 0.031302 | Time: 4056.27 ms [2022-04-08 12:42:09 main:574] : INFO : Epoch 1581 | loss: 0.0309696 | val_loss: 0.0313242 | Time: 4043.88 ms [2022-04-08 12:42:13 main:574] : INFO : Epoch 1582 | loss: 0.0309678 | val_loss: 0.031296 | Time: 3947.76 ms [2022-04-08 12:42:17 main:574] : INFO : Epoch 1583 | loss: 0.0309684 | val_loss: 0.0313192 | Time: 4043.83 ms [2022-04-08 12:42:22 main:574] : INFO : Epoch 1584 | loss: 0.030979 | val_loss: 0.0313174 | Time: 4054.88 ms [2022-04-08 12:42:26 main:574] : INFO : Epoch 1585 | loss: 0.030978 | val_loss: 0.0312982 | Time: 4055.32 ms [2022-04-08 12:42:30 main:574] : INFO : Epoch 1586 | loss: 0.0309807 | val_loss: 0.0313087 | Time: 4018.55 ms [2022-04-08 12:42:34 main:574] : INFO : Epoch 1587 | loss: 0.0309732 | val_loss: 0.0313307 | Time: 3981.52 ms [2022-04-08 12:42:38 main:574] : INFO : Epoch 1588 | loss: 0.030972 | val_loss: 0.0313189 | Time: 4025.21 ms [2022-04-08 12:42:42 main:574] : INFO : Epoch 1589 | loss: 0.03097 | val_loss: 0.0312794 | Time: 3969.86 ms [2022-04-08 12:42:46 main:574] : INFO : Epoch 1590 | loss: 0.0309699 | val_loss: 0.0312944 | Time: 4013.66 ms [2022-04-08 12:42:50 main:574] : INFO : Epoch 1591 | loss: 0.0309743 | val_loss: 0.0313736 | Time: 4066.52 ms [2022-04-08 12:42:54 main:574] : INFO : Epoch 1592 | loss: 0.0309678 | val_loss: 0.0313084 | Time: 3993.31 ms [2022-04-08 12:42:58 main:574] : INFO : Epoch 1593 | loss: 0.0309618 | val_loss: 0.0313241 | Time: 4037.37 ms [2022-04-08 12:43:02 main:574] : INFO : Epoch 1594 | loss: 0.0309699 | val_loss: 0.0313065 | Time: 3925.35 ms [2022-04-08 12:43:06 main:574] : INFO : Epoch 1595 | loss: 0.0309767 | val_loss: 0.0312836 | Time: 4062.75 ms [2022-04-08 12:43:10 main:574] : INFO : Epoch 1596 | loss: 0.030974 | val_loss: 0.0313119 | Time: 4181.01 ms [2022-04-08 12:43:14 main:574] : INFO : Epoch 1597 | loss: 0.0309747 | val_loss: 0.0312806 | Time: 3962.14 ms [2022-04-08 12:43:18 main:574] : INFO : Epoch 1598 | loss: 0.0309748 | val_loss: 0.031289 | Time: 3997.82 ms [2022-04-08 12:43:22 main:574] : INFO : Epoch 1599 | loss: 0.0309718 | val_loss: 0.0312975 | Time: 3908.65 ms [2022-04-08 12:43:26 main:574] : INFO : Epoch 1600 | loss: 0.0309808 | val_loss: 0.0312791 | Time: 4048.09 ms [2022-04-08 12:43:30 main:574] : INFO : Epoch 1601 | loss: 0.0309782 | val_loss: 0.0312618 | Time: 4201.02 ms [2022-04-08 12:43:34 main:574] : INFO : Epoch 1602 | loss: 0.0309814 | val_loss: 0.0313139 | Time: 3931.04 ms [2022-04-08 12:43:38 main:574] : INFO : Epoch 1603 | loss: 0.0309711 | val_loss: 0.031279 | Time: 4042 ms [2022-04-08 12:43:42 main:574] : INFO : Epoch 1604 | loss: 0.0309718 | val_loss: 0.0312724 | Time: 4010.36 ms [2022-04-08 12:43:46 main:574] : INFO : Epoch 1605 | loss: 0.0309738 | val_loss: 0.0312781 | Time: 4025.81 ms [2022-04-08 12:43:50 main:574] : INFO : Epoch 1606 | loss: 0.0309702 | val_loss: 0.0313183 | Time: 4082.85 ms [2022-04-08 12:43:54 main:574] : INFO : Epoch 1607 | loss: 0.0309705 | val_loss: 0.0312959 | Time: 3916.76 ms [2022-04-08 12:43:58 main:574] : INFO : Epoch 1608 | loss: 0.0309797 | val_loss: 0.0313239 | Time: 4095.91 ms [2022-04-08 12:44:02 main:574] : INFO : Epoch 1609 | loss: 0.0309774 | val_loss: 0.0312813 | Time: 4021.21 ms [2022-04-08 12:44:06 main:574] : INFO : Epoch 1610 | loss: 0.0309771 | val_loss: 0.0312749 | Time: 3941.02 ms [2022-04-08 12:44:10 main:574] : INFO : Epoch 1611 | loss: 0.030972 | val_loss: 0.0312985 | Time: 4066.16 ms [2022-04-08 12:44:14 main:574] : INFO : Epoch 1612 | loss: 0.0309623 | val_loss: 0.0313264 | Time: 4064.11 ms [2022-04-08 12:44:18 main:574] : INFO : Epoch 1613 | loss: 0.0309724 | val_loss: 0.0313326 | Time: 4143.99 ms [2022-04-08 12:44:22 main:574] : INFO : Epoch 1614 | loss: 0.0309851 | val_loss: 0.0312783 | Time: 3974.45 ms [2022-04-08 12:44:26 main:574] : INFO : Epoch 1615 | loss: 0.0309783 | val_loss: 0.0312959 | Time: 3957.63 ms [2022-04-08 12:44:30 main:574] : INFO : Epoch 1616 | loss: 0.0309761 | val_loss: 0.0312756 | Time: 4026.61 ms [2022-04-08 12:44:35 main:574] : INFO : Epoch 1617 | loss: 0.0309716 | val_loss: 0.0312806 | Time: 4053.68 ms [2022-04-08 12:44:39 main:574] : INFO : Epoch 1618 | loss: 0.0309747 | val_loss: 0.0313002 | Time: 4009.84 ms [2022-04-08 12:44:42 main:574] : INFO : Epoch 1619 | loss: 0.0309733 | val_loss: 0.0312867 | Time: 3938.05 ms [2022-04-08 12:44:46 main:574] : INFO : Epoch 1620 | loss: 0.0309666 | val_loss: 0.0312921 | Time: 3998.73 ms [2022-04-08 12:44:51 main:574] : INFO : Epoch 1621 | loss: 0.0309685 | val_loss: 0.031308 | Time: 4009.94 ms [2022-04-08 12:44:55 main:574] : INFO : Epoch 1622 | loss: 0.0309665 | val_loss: 0.0312867 | Time: 3987.75 ms [2022-04-08 12:44:59 main:574] : INFO : Epoch 1623 | loss: 0.0309614 | val_loss: 0.0312835 | Time: 4038.96 ms [2022-04-08 12:45:02 main:574] : INFO : Epoch 1624 | loss: 0.0309753 | val_loss: 0.0312857 | Time: 3936.14 ms [2022-04-08 12:45:07 main:574] : INFO : Epoch 1625 | loss: 0.030962 | val_loss: 0.0312748 | Time: 4082.64 ms [2022-04-08 12:45:11 main:574] : INFO : Epoch 1626 | loss: 0.0309642 | val_loss: 0.0312981 | Time: 3949.29 ms [2022-04-08 12:45:14 main:574] : INFO : Epoch 1627 | loss: 0.0309756 | val_loss: 0.0313164 | Time: 3936.45 ms [2022-04-08 12:45:19 main:574] : INFO : Epoch 1628 | loss: 0.0309856 | val_loss: 0.0312878 | Time: 4069.25 ms [2022-04-08 12:45:23 main:574] : INFO : Epoch 1629 | loss: 0.0309683 | val_loss: 0.0313111 | Time: 4033.68 ms [2022-04-08 12:45:27 main:574] : INFO : Epoch 1630 | loss: 0.0309668 | val_loss: 0.0313109 | Time: 4108.08 ms [2022-04-08 12:45:31 main:574] : INFO : Epoch 1631 | loss: 0.0309702 | val_loss: 0.0312969 | Time: 3952.77 ms [2022-04-08 12:45:35 main:574] : INFO : Epoch 1632 | loss: 0.0309749 | val_loss: 0.0313302 | Time: 3897.03 ms [2022-04-08 12:45:39 main:574] : INFO : Epoch 1633 | loss: 0.0309768 | val_loss: 0.0312909 | Time: 4209.27 ms [2022-04-08 12:45:43 main:574] : INFO : Epoch 1634 | loss: 0.0309767 | val_loss: 0.0312946 | Time: 3989.07 ms [2022-04-08 12:45:47 main:574] : INFO : Epoch 1635 | loss: 0.0309722 | val_loss: 0.0312938 | Time: 4020.9 ms [2022-04-08 12:45:51 main:574] : INFO : Epoch 1636 | loss: 0.0309793 | val_loss: 0.0313277 | Time: 4011.53 ms [2022-04-08 12:45:55 main:574] : INFO : Epoch 1637 | loss: 0.0309781 | val_loss: 0.0312944 | Time: 3951.61 ms [2022-04-08 12:45:59 main:574] : INFO : Epoch 1638 | loss: 0.0309705 | val_loss: 0.0312675 | Time: 4118.52 ms [2022-04-08 12:46:03 main:574] : INFO : Epoch 1639 | loss: 0.0309667 | val_loss: 0.0313293 | Time: 3949.28 ms [2022-04-08 12:46:07 main:574] : INFO : Epoch 1640 | loss: 0.0309808 | val_loss: 0.03128 | Time: 4054.7 ms [2022-04-08 12:46:11 main:574] : INFO : Epoch 1641 | loss: 0.0309883 | val_loss: 0.0312868 | Time: 4126.24 ms [2022-04-08 12:46:15 main:574] : INFO : Epoch 1642 | loss: 0.0309816 | val_loss: 0.0313168 | Time: 3915.75 ms [2022-04-08 12:46:19 main:574] : INFO : Epoch 1643 | loss: 0.030973 | val_loss: 0.0313356 | Time: 3983.73 ms [2022-04-08 12:46:23 main:574] : INFO : Epoch 1644 | loss: 0.0309819 | val_loss: 0.0312602 | Time: 3977.69 ms [2022-04-08 12:46:27 main:574] : INFO : Epoch 1645 | loss: 0.030982 | val_loss: 0.031294 | Time: 4057.45 ms [2022-04-08 12:46:31 main:574] : INFO : Epoch 1646 | loss: 0.0309779 | val_loss: 0.0312898 | Time: 4168.53 ms [2022-04-08 12:46:35 main:574] : INFO : Epoch 1647 | loss: 0.0309703 | val_loss: 0.0313242 | Time: 3893.91 ms [2022-04-08 12:46:39 main:574] : INFO : Epoch 1648 | loss: 0.0309688 | val_loss: 0.0313094 | Time: 3933.96 ms [2022-04-08 12:46:43 main:574] : INFO : Epoch 1649 | loss: 0.030964 | val_loss: 0.0312959 | Time: 4063.2 ms [2022-04-08 12:46:47 main:574] : INFO : Epoch 1650 | loss: 0.0309719 | val_loss: 0.0313181 | Time: 4154.13 ms [2022-04-08 12:46:51 main:574] : INFO : Epoch 1651 | loss: 0.0309674 | val_loss: 0.031305 | Time: 4054.23 ms [2022-04-08 12:46:55 main:574] : INFO : Epoch 1652 | loss: 0.0309691 | val_loss: 0.0312898 | Time: 3919.22 ms [2022-04-08 12:46:59 main:574] : INFO : Epoch 1653 | loss: 0.0309687 | val_loss: 0.0313049 | Time: 3982.84 ms [2022-04-08 12:47:03 main:574] : INFO : Epoch 1654 | loss: 0.0309761 | val_loss: 0.0312945 | Time: 3987.64 ms [2022-04-08 12:47:07 main:574] : INFO : Epoch 1655 | loss: 0.0309848 | val_loss: 0.0313072 | Time: 4098.97 ms [2022-04-08 12:47:11 main:574] : INFO : Epoch 1656 | loss: 0.0309757 | val_loss: 0.0313105 | Time: 4009.35 ms [2022-04-08 12:47:15 main:574] : INFO : Epoch 1657 | loss: 0.0309723 | val_loss: 0.031297 | Time: 4004.9 ms [2022-04-08 12:47:19 main:574] : INFO : Epoch 1658 | loss: 0.0309753 | val_loss: 0.0313247 | Time: 4026.86 ms [2022-04-08 12:47:23 main:574] : INFO : Epoch 1659 | loss: 0.0309662 | val_loss: 0.0312918 | Time: 3923.27 ms [2022-04-08 12:47:27 main:574] : INFO : Epoch 1660 | loss: 0.0309814 | val_loss: 0.0313119 | Time: 4063.42 ms [2022-04-08 12:47:31 main:574] : INFO : Epoch 1661 | loss: 0.0309826 | val_loss: 0.0312463 | Time: 4072.68 ms [2022-04-08 12:47:36 main:574] : INFO : Epoch 1662 | loss: 0.0309896 | val_loss: 0.0313257 | Time: 4047.32 ms [2022-04-08 12:47:40 main:574] : INFO : Epoch 1663 | loss: 0.0309757 | val_loss: 0.031283 | Time: 4049.59 ms [2022-04-08 12:47:43 main:574] : INFO : Epoch 1664 | loss: 0.0309696 | val_loss: 0.0313179 | Time: 3860.3 ms [2022-04-08 12:47:48 main:574] : INFO : Epoch 1665 | loss: 0.0309754 | val_loss: 0.0313217 | Time: 4069.55 ms [2022-04-08 12:47:52 main:574] : INFO : Epoch 1666 | loss: 0.0309769 | val_loss: 0.0312909 | Time: 4120.31 ms [2022-04-08 12:47:56 main:574] : INFO : Epoch 1667 | loss: 0.0309719 | val_loss: 0.0312841 | Time: 3921.85 ms [2022-04-08 12:48:00 main:574] : INFO : Epoch 1668 | loss: 0.0309707 | val_loss: 0.0313382 | Time: 4038.2 ms [2022-04-08 12:48:04 main:574] : INFO : Epoch 1669 | loss: 0.0309768 | val_loss: 0.0312724 | Time: 3890.19 ms [2022-04-08 12:48:08 main:574] : INFO : Epoch 1670 | loss: 0.0309764 | val_loss: 0.0312875 | Time: 4116.12 ms [2022-04-08 12:48:12 main:574] : INFO : Epoch 1671 | loss: 0.0309756 | val_loss: 0.0313177 | Time: 4117.23 ms [2022-04-08 12:48:16 main:574] : INFO : Epoch 1672 | loss: 0.0309842 | val_loss: 0.0313186 | Time: 3976.74 ms [2022-04-08 12:48:20 main:574] : INFO : Epoch 1673 | loss: 0.0309827 | val_loss: 0.0312967 | Time: 4066.57 ms [2022-04-08 12:48:24 main:574] : INFO : Epoch 1674 | loss: 0.0309747 | val_loss: 0.0313011 | Time: 3933.55 ms [2022-04-08 12:48:28 main:574] : INFO : Epoch 1675 | loss: 0.0309727 | val_loss: 0.0313023 | Time: 4033.8 ms [2022-04-08 12:48:32 main:574] : INFO : Epoch 1676 | loss: 0.0309646 | val_loss: 0.0313036 | Time: 4037.92 ms [2022-04-08 12:48:36 main:574] : INFO : Epoch 1677 | loss: 0.0309701 | val_loss: 0.031329 | Time: 3956.32 ms [2022-04-08 12:48:40 main:574] : INFO : Epoch 1678 | loss: 0.0309873 | val_loss: 0.0312672 | Time: 4121.42 ms [2022-04-08 12:48:44 main:574] : INFO : Epoch 1679 | loss: 0.030992 | val_loss: 0.0313174 | Time: 3967.59 ms [2022-04-08 12:48:48 main:574] : INFO : Epoch 1680 | loss: 0.0309804 | val_loss: 0.0313246 | Time: 3916.03 ms [2022-04-08 12:48:52 main:574] : INFO : Epoch 1681 | loss: 0.0309716 | val_loss: 0.0312886 | Time: 4007.36 ms [2022-04-08 12:48:56 main:574] : INFO : Epoch 1682 | loss: 0.0309729 | val_loss: 0.03129 | Time: 4015.02 ms [2022-04-08 12:49:00 main:574] : INFO : Epoch 1683 | loss: 0.030981 | val_loss: 0.0312909 | Time: 4109.77 ms [2022-04-08 12:49:04 main:574] : INFO : Epoch 1684 | loss: 0.03098 | val_loss: 0.0313173 | Time: 3984.78 ms [2022-04-08 12:49:08 main:574] : INFO : Epoch 1685 | loss: 0.0309789 | val_loss: 0.0312605 | Time: 3950.14 ms [2022-04-08 12:49:12 main:574] : INFO : Epoch 1686 | loss: 0.0309772 | val_loss: 0.0313514 | Time: 4006.43 ms [2022-04-08 12:49:16 main:574] : INFO : Epoch 1687 | loss: 0.0309881 | val_loss: 0.0312568 | Time: 4095.01 ms [2022-04-08 12:49:20 main:574] : INFO : Epoch 1688 | loss: 0.030969 | val_loss: 0.0313401 | Time: 4012.43 ms [2022-04-08 12:49:24 main:574] : INFO : Epoch 1689 | loss: 0.0309656 | val_loss: 0.0313437 | Time: 3965.72 ms [2022-04-08 12:49:28 main:574] : INFO : Epoch 1690 | loss: 0.0309689 | val_loss: 0.0313528 | Time: 4010.86 ms [2022-04-08 12:49:32 main:574] : INFO : Epoch 1691 | loss: 0.0309643 | val_loss: 0.0313067 | Time: 4002.91 ms [2022-04-08 12:49:36 main:574] : INFO : Epoch 1692 | loss: 0.030961 | val_loss: 0.031275 | Time: 4008.15 ms [2022-04-08 12:49:40 main:574] : INFO : Epoch 1693 | loss: 0.0309639 | val_loss: 0.031303 | Time: 3961.53 ms [2022-04-08 12:49:44 main:574] : INFO : Epoch 1694 | loss: 0.0309726 | val_loss: 0.0312647 | Time: 4015.73 ms [2022-04-08 12:49:48 main:574] : INFO : Epoch 1695 | loss: 0.0309777 | val_loss: 0.0313067 | Time: 4137.23 ms [2022-04-08 12:49:52 main:574] : INFO : Epoch 1696 | loss: 0.0309846 | val_loss: 0.0313399 | Time: 3922.26 ms [2022-04-08 12:49:56 main:574] : INFO : Epoch 1697 | loss: 0.0309901 | val_loss: 0.0312987 | Time: 3935.59 ms [2022-04-08 12:50:00 main:574] : INFO : Epoch 1698 | loss: 0.0309725 | val_loss: 0.0313008 | Time: 4081.35 ms [2022-04-08 12:50:04 main:574] : INFO : Epoch 1699 | loss: 0.0309781 | val_loss: 0.0313403 | Time: 4021.31 ms [2022-04-08 12:50:08 main:574] : INFO : Epoch 1700 | loss: 0.030972 | val_loss: 0.0313062 | Time: 4156.13 ms [2022-04-08 12:50:12 main:574] : INFO : Epoch 1701 | loss: 0.030965 | val_loss: 0.0312985 | Time: 3926.94 ms [2022-04-08 12:50:16 main:574] : INFO : Epoch 1702 | loss: 0.0309751 | val_loss: 0.0312697 | Time: 3957.21 ms [2022-04-08 12:50:20 main:574] : INFO : Epoch 1703 | loss: 0.0309769 | val_loss: 0.0313076 | Time: 4113.37 ms [2022-04-08 12:50:24 main:574] : INFO : Epoch 1704 | loss: 0.0309698 | val_loss: 0.0313463 | Time: 3958.53 ms [2022-04-08 12:50:28 main:574] : INFO : Epoch 1705 | loss: 0.0309759 | val_loss: 0.0312953 | Time: 4091.84 ms [2022-04-08 12:50:32 main:574] : INFO : Epoch 1706 | loss: 0.0309761 | val_loss: 0.0312805 | Time: 3970.6 ms [2022-04-08 12:50:36 main:574] : INFO : Epoch 1707 | loss: 0.0309773 | val_loss: 0.0312917 | Time: 4035.43 ms [2022-04-08 12:50:41 main:574] : INFO : Epoch 1708 | loss: 0.0309748 | val_loss: 0.0312833 | Time: 4138.32 ms [2022-04-08 12:50:45 main:574] : INFO : Epoch 1709 | loss: 0.0309753 | val_loss: 0.0313427 | Time: 3938.94 ms [2022-04-08 12:50:49 main:574] : INFO : Epoch 1710 | loss: 0.030967 | val_loss: 0.0312914 | Time: 4027.68 ms [2022-04-08 12:50:53 main:574] : INFO : Epoch 1711 | loss: 0.0309713 | val_loss: 0.031294 | Time: 4106.29 ms [2022-04-08 12:50:57 main:574] : INFO : Epoch 1712 | loss: 0.0309698 | val_loss: 0.0313135 | Time: 3975.36 ms [2022-04-08 12:51:01 main:574] : INFO : Epoch 1713 | loss: 0.0309764 | val_loss: 0.0313038 | Time: 3989.59 ms [2022-04-08 12:51:05 main:574] : INFO : Epoch 1714 | loss: 0.0309777 | val_loss: 0.0313189 | Time: 3957.89 ms [2022-04-08 12:51:09 main:574] : INFO : Epoch 1715 | loss: 0.0309747 | val_loss: 0.0313037 | Time: 4046.15 ms [2022-04-08 12:51:13 main:574] : INFO : Epoch 1716 | loss: 0.0309811 | val_loss: 0.0312867 | Time: 4007.45 ms [2022-04-08 12:51:17 main:574] : INFO : Epoch 1717 | loss: 0.0309738 | val_loss: 0.0313034 | Time: 3943.65 ms [2022-04-08 12:51:21 main:574] : INFO : Epoch 1718 | loss: 0.0309687 | val_loss: 0.0312989 | Time: 3935.47 ms [2022-04-08 12:51:25 main:574] : INFO : Epoch 1719 | loss: 0.0309757 | val_loss: 0.0313165 | Time: 4028.58 ms [2022-04-08 12:51:29 main:574] : INFO : Epoch 1720 | loss: 0.0309735 | val_loss: 0.031311 | Time: 4096.47 ms [2022-04-08 12:51:33 main:574] : INFO : Epoch 1721 | loss: 0.0309716 | val_loss: 0.0312729 | Time: 3973.11 ms [2022-04-08 12:51:37 main:574] : INFO : Epoch 1722 | loss: 0.0309764 | val_loss: 0.0313212 | Time: 4019.7 ms [2022-04-08 12:51:41 main:574] : INFO : Epoch 1723 | loss: 0.0309746 | val_loss: 0.0312771 | Time: 4062.53 ms [2022-04-08 12:51:45 main:574] : INFO : Epoch 1724 | loss: 0.0309703 | val_loss: 0.0312861 | Time: 3979.44 ms [2022-04-08 12:51:49 main:574] : INFO : Epoch 1725 | loss: 0.030979 | val_loss: 0.0313424 | Time: 4037.91 ms [2022-04-08 12:51:53 main:574] : INFO : Epoch 1726 | loss: 0.0309834 | val_loss: 0.0313128 | Time: 3958.79 ms [2022-04-08 12:51:57 main:574] : INFO : Epoch 1727 | loss: 0.0309709 | val_loss: 0.031318 | Time: 4189.56 ms [2022-04-08 12:52:01 main:574] : INFO : Epoch 1728 | loss: 0.0309581 | val_loss: 0.0312929 | Time: 4023.39 ms [2022-04-08 12:52:05 main:574] : INFO : Epoch 1729 | loss: 0.0309679 | val_loss: 0.031325 | Time: 3904.9 ms [2022-04-08 12:52:09 main:574] : INFO : Epoch 1730 | loss: 0.0309649 | val_loss: 0.0313199 | Time: 4011.42 ms [2022-04-08 12:52:13 main:574] : INFO : Epoch 1731 | loss: 0.0309713 | val_loss: 0.031332 | Time: 3940.15 ms [2022-04-08 12:52:17 main:574] : INFO : Epoch 1732 | loss: 0.0309798 | val_loss: 0.0313029 | Time: 4078.28 ms [2022-04-08 12:52:21 main:574] : INFO : Epoch 1733 | loss: 0.0309683 | val_loss: 0.0312922 | Time: 4044.61 ms [2022-04-08 12:52:25 main:574] : INFO : Epoch 1734 | loss: 0.0309685 | val_loss: 0.0312962 | Time: 3877.45 ms [2022-04-08 12:52:29 main:574] : INFO : Epoch 1735 | loss: 0.0309698 | val_loss: 0.0312672 | Time: 4066.85 ms [2022-04-08 12:52:33 main:574] : INFO : Epoch 1736 | loss: 0.0309745 | val_loss: 0.0313275 | Time: 3966.2 ms [2022-04-08 12:52:37 main:574] : INFO : Epoch 1737 | loss: 0.0309713 | val_loss: 0.0313027 | Time: 4071.83 ms [2022-04-08 12:52:41 main:574] : INFO : Epoch 1738 | loss: 0.0309752 | val_loss: 0.0313064 | Time: 4065.17 ms [2022-04-08 12:52:45 main:574] : INFO : Epoch 1739 | loss: 0.0309724 | val_loss: 0.0313241 | Time: 3916.02 ms [2022-04-08 12:52:49 main:574] : INFO : Epoch 1740 | loss: 0.0309852 | val_loss: 0.0312743 | Time: 4097.46 ms [2022-04-08 12:52:53 main:574] : INFO : Epoch 1741 | loss: 0.031054 | val_loss: 0.031268 | Time: 3993.7 ms [2022-04-08 12:52:57 main:574] : INFO : Epoch 1742 | loss: 0.0310219 | val_loss: 0.0312886 | Time: 3969.59 ms [2022-04-08 12:53:01 main:574] : INFO : Epoch 1743 | loss: 0.0309966 | val_loss: 0.0312911 | Time: 4070.11 ms [2022-04-08 12:53:05 main:574] : INFO : Epoch 1744 | loss: 0.0309829 | val_loss: 0.0313095 | Time: 3955.94 ms [2022-04-08 12:53:09 main:574] : INFO : Epoch 1745 | loss: 0.0309823 | val_loss: 0.0313114 | Time: 3976.06 ms [2022-04-08 12:53:13 main:574] : INFO : Epoch 1746 | loss: 0.0309805 | val_loss: 0.0312943 | Time: 3946.94 ms [2022-04-08 12:53:17 main:574] : INFO : Epoch 1747 | loss: 0.03098 | val_loss: 0.0313469 | Time: 4010.1 ms [2022-04-08 12:53:21 main:574] : INFO : Epoch 1748 | loss: 0.0309818 | val_loss: 0.0312646 | Time: 4117.01 ms [2022-04-08 12:53:25 main:574] : INFO : Epoch 1749 | loss: 0.030976 | val_loss: 0.0313014 | Time: 4061.58 ms [2022-04-08 12:53:29 main:574] : INFO : Epoch 1750 | loss: 0.0309709 | val_loss: 0.0312971 | Time: 3939.38 ms [2022-04-08 12:53:33 main:574] : INFO : Epoch 1751 | loss: 0.0309756 | val_loss: 0.0313046 | Time: 3893.9 ms [2022-04-08 12:53:37 main:574] : INFO : Epoch 1752 | loss: 0.0309776 | val_loss: 0.0313002 | Time: 4157.13 ms [2022-04-08 12:53:41 main:574] : INFO : Epoch 1753 | loss: 0.0309736 | val_loss: 0.0312841 | Time: 4134.23 ms [2022-04-08 12:53:46 main:574] : INFO : Epoch 1754 | loss: 0.0309758 | val_loss: 0.0313116 | Time: 4034.26 ms [2022-04-08 12:53:50 main:574] : INFO : Epoch 1755 | loss: 0.030963 | val_loss: 0.0313284 | Time: 3962.81 ms [2022-04-08 12:53:53 main:574] : INFO : Epoch 1756 | loss: 0.0309781 | val_loss: 0.0312648 | Time: 3979.72 ms [2022-04-08 12:53:58 main:574] : INFO : Epoch 1757 | loss: 0.0309842 | val_loss: 0.0313118 | Time: 4028.82 ms [2022-04-08 12:54:02 main:574] : INFO : Epoch 1758 | loss: 0.0309698 | val_loss: 0.0312865 | Time: 4045.18 ms [2022-04-08 12:54:06 main:574] : INFO : Epoch 1759 | loss: 0.0309697 | val_loss: 0.0313068 | Time: 3981.11 ms [2022-04-08 12:54:10 main:574] : INFO : Epoch 1760 | loss: 0.0309756 | val_loss: 0.0312975 | Time: 4051.09 ms [2022-04-08 12:54:14 main:574] : INFO : Epoch 1761 | loss: 0.0309852 | val_loss: 0.0313216 | Time: 3956.11 ms [2022-04-08 12:54:18 main:574] : INFO : Epoch 1762 | loss: 0.0309775 | val_loss: 0.0312935 | Time: 4036.94 ms [2022-04-08 12:54:22 main:574] : INFO : Epoch 1763 | loss: 0.0309762 | val_loss: 0.0313042 | Time: 3977.29 ms [2022-04-08 12:54:26 main:574] : INFO : Epoch 1764 | loss: 0.0309698 | val_loss: 0.0312781 | Time: 4078.81 ms [2022-04-08 12:54:30 main:574] : INFO : Epoch 1765 | loss: 0.0309652 | val_loss: 0.0312881 | Time: 4182.6 ms [2022-04-08 12:54:34 main:574] : INFO : Epoch 1766 | loss: 0.0309716 | val_loss: 0.0312931 | Time: 3892.06 ms [2022-04-08 12:54:38 main:574] : INFO : Epoch 1767 | loss: 0.0309725 | val_loss: 0.0313116 | Time: 3985.54 ms [2022-04-08 12:54:42 main:574] : INFO : Epoch 1768 | loss: 0.0309724 | val_loss: 0.0313229 | Time: 4037.08 ms [2022-04-08 12:54:46 main:574] : INFO : Epoch 1769 | loss: 0.0309866 | val_loss: 0.0312676 | Time: 4045.31 ms [2022-04-08 12:54:50 main:574] : INFO : Epoch 1770 | loss: 0.0309801 | val_loss: 0.0313001 | Time: 4106.64 ms [2022-04-08 12:54:54 main:574] : INFO : Epoch 1771 | loss: 0.030974 | val_loss: 0.0312947 | Time: 3902.68 ms [2022-04-08 12:54:58 main:574] : INFO : Epoch 1772 | loss: 0.0309682 | val_loss: 0.0313081 | Time: 3990.57 ms [2022-04-08 12:55:02 main:574] : INFO : Epoch 1773 | loss: 0.030967 | val_loss: 0.0313098 | Time: 4058.55 ms [2022-04-08 12:55:06 main:574] : INFO : Epoch 1774 | loss: 0.0309814 | val_loss: 0.0313122 | Time: 3977.18 ms [2022-04-08 12:55:10 main:574] : INFO : Epoch 1775 | loss: 0.0309904 | val_loss: 0.0313028 | Time: 4116.86 ms [2022-04-08 12:55:14 main:574] : INFO : Epoch 1776 | loss: 0.0309777 | val_loss: 0.0313009 | Time: 3948.1 ms [2022-04-08 12:55:18 main:574] : INFO : Epoch 1777 | loss: 0.0309707 | val_loss: 0.0312971 | Time: 4002.92 ms [2022-04-08 12:55:22 main:574] : INFO : Epoch 1778 | loss: 0.030971 | val_loss: 0.0313056 | Time: 4087.69 ms [2022-04-08 12:55:26 main:574] : INFO : Epoch 1779 | loss: 0.0309738 | val_loss: 0.0313175 | Time: 3931.34 ms [2022-04-08 12:55:30 main:574] : INFO : Epoch 1780 | loss: 0.0309772 | val_loss: 0.0312929 | Time: 4042.6 ms [2022-04-08 12:55:34 main:574] : INFO : Epoch 1781 | loss: 0.0309798 | val_loss: 0.031293 | Time: 4069.83 ms [2022-04-08 12:55:38 main:574] : INFO : Epoch 1782 | loss: 0.0309835 | val_loss: 0.0313097 | Time: 4035.05 ms [2022-04-08 12:55:42 main:574] : INFO : Epoch 1783 | loss: 0.0309813 | val_loss: 0.0312951 | Time: 3994.71 ms [2022-04-08 12:55:46 main:574] : INFO : Epoch 1784 | loss: 0.0309901 | val_loss: 0.031267 | Time: 3919.58 ms [2022-04-08 12:55:50 main:574] : INFO : Epoch 1785 | loss: 0.0309805 | val_loss: 0.0313241 | Time: 4069.64 ms [2022-04-08 12:55:54 main:574] : INFO : Epoch 1786 | loss: 0.0309678 | val_loss: 0.0313216 | Time: 4078.95 ms [2022-04-08 12:55:58 main:574] : INFO : Epoch 1787 | loss: 0.0309709 | val_loss: 0.0312925 | Time: 4023.87 ms [2022-04-08 12:56:02 main:574] : INFO : Epoch 1788 | loss: 0.0309788 | val_loss: 0.0313157 | Time: 3963.26 ms [2022-04-08 12:56:06 main:574] : INFO : Epoch 1789 | loss: 0.0309748 | val_loss: 0.0313033 | Time: 3997.12 ms [2022-04-08 12:56:10 main:574] : INFO : Epoch 1790 | loss: 0.0309758 | val_loss: 0.0313049 | Time: 4147.83 ms [2022-04-08 12:56:14 main:574] : INFO : Epoch 1791 | loss: 0.030977 | val_loss: 0.0313088 | Time: 3950.74 ms [2022-04-08 12:56:19 main:574] : INFO : Epoch 1792 | loss: 0.0309662 | val_loss: 0.0312983 | Time: 4059.08 ms [2022-04-08 12:56:23 main:574] : INFO : Epoch 1793 | loss: 0.0309716 | val_loss: 0.031355 | Time: 3983.02 ms [2022-04-08 12:56:27 main:574] : INFO : Epoch 1794 | loss: 0.0309738 | val_loss: 0.0312879 | Time: 3998.5 ms [2022-04-08 12:56:30 main:574] : INFO : Epoch 1795 | loss: 0.0309762 | val_loss: 0.0313096 | Time: 3957.39 ms [2022-04-08 12:56:34 main:574] : INFO : Epoch 1796 | loss: 0.0309806 | val_loss: 0.0313624 | Time: 3930.28 ms [2022-04-08 12:56:39 main:574] : INFO : Epoch 1797 | loss: 0.030979 | val_loss: 0.0312903 | Time: 4153.17 ms [2022-04-08 12:56:43 main:574] : INFO : Epoch 1798 | loss: 0.0309801 | val_loss: 0.0312769 | Time: 4034.09 ms [2022-04-08 12:56:47 main:574] : INFO : Epoch 1799 | loss: 0.0309821 | val_loss: 0.0312968 | Time: 3927.2 ms [2022-04-08 12:56:51 main:574] : INFO : Epoch 1800 | loss: 0.0309758 | val_loss: 0.0313068 | Time: 3981.08 ms [2022-04-08 12:56:54 main:574] : INFO : Epoch 1801 | loss: 0.030979 | val_loss: 0.0313087 | Time: 3936.38 ms [2022-04-08 12:56:59 main:574] : INFO : Epoch 1802 | loss: 0.0309671 | val_loss: 0.0313105 | Time: 4178.17 ms [2022-04-08 12:57:03 main:574] : INFO : Epoch 1803 | loss: 0.0309714 | val_loss: 0.0312864 | Time: 4060.36 ms [2022-04-08 12:57:07 main:574] : INFO : Epoch 1804 | loss: 0.0309726 | val_loss: 0.0313061 | Time: 3892.17 ms [2022-04-08 12:57:11 main:574] : INFO : Epoch 1805 | loss: 0.0309727 | val_loss: 0.0313253 | Time: 4060.24 ms [2022-04-08 12:57:15 main:574] : INFO : Epoch 1806 | loss: 0.0309697 | val_loss: 0.0312835 | Time: 3936.21 ms [2022-04-08 12:57:19 main:574] : INFO : Epoch 1807 | loss: 0.0309763 | val_loss: 0.0313074 | Time: 4145.78 ms [2022-04-08 12:57:23 main:574] : INFO : Epoch 1808 | loss: 0.0309788 | val_loss: 0.0312593 | Time: 4062.78 ms [2022-04-08 12:57:27 main:574] : INFO : Epoch 1809 | loss: 0.0309758 | val_loss: 0.0313083 | Time: 3981.92 ms [2022-04-08 12:57:31 main:574] : INFO : Epoch 1810 | loss: 0.0309813 | val_loss: 0.0312895 | Time: 4082.61 ms [2022-04-08 12:57:35 main:574] : INFO : Epoch 1811 | loss: 0.0309877 | val_loss: 0.0312992 | Time: 3965.35 ms [2022-04-08 12:57:39 main:574] : INFO : Epoch 1812 | loss: 0.0309875 | val_loss: 0.0313223 | Time: 4000.48 ms [2022-04-08 12:57:43 main:574] : INFO : Epoch 1813 | loss: 0.0309755 | val_loss: 0.0312922 | Time: 4042.61 ms [2022-04-08 12:57:47 main:574] : INFO : Epoch 1814 | loss: 0.0309701 | val_loss: 0.0312916 | Time: 4080.85 ms [2022-04-08 12:57:51 main:574] : INFO : Epoch 1815 | loss: 0.0309715 | val_loss: 0.0312656 | Time: 4056.81 ms [2022-04-08 12:57:55 main:574] : INFO : Epoch 1816 | loss: 0.0309748 | val_loss: 0.0313434 | Time: 3913.12 ms [2022-04-08 12:57:59 main:574] : INFO : Epoch 1817 | loss: 0.0309716 | val_loss: 0.0313199 | Time: 3980.61 ms [2022-04-08 12:58:03 main:574] : INFO : Epoch 1818 | loss: 0.0309712 | val_loss: 0.0312871 | Time: 4107.38 ms [2022-04-08 12:58:07 main:574] : INFO : Epoch 1819 | loss: 0.0309842 | val_loss: 0.031259 | Time: 4067.81 ms [2022-04-08 12:58:11 main:574] : INFO : Epoch 1820 | loss: 0.0309746 | val_loss: 0.0312945 | Time: 3953.8 ms [2022-04-08 12:58:15 main:574] : INFO : Epoch 1821 | loss: 0.030971 | val_loss: 0.0313281 | Time: 3944.07 ms [2022-04-08 12:58:19 main:574] : INFO : Epoch 1822 | loss: 0.030974 | val_loss: 0.0313414 | Time: 4026.35 ms [2022-04-08 12:58:23 main:574] : INFO : Epoch 1823 | loss: 0.0309819 | val_loss: 0.03125 | Time: 4077.63 ms [2022-04-08 12:58:27 main:574] : INFO : Epoch 1824 | loss: 0.0309729 | val_loss: 0.0313047 | Time: 4065.05 ms [2022-04-08 12:58:31 main:574] : INFO : Epoch 1825 | loss: 0.0309722 | val_loss: 0.0312878 | Time: 4010.53 ms [2022-04-08 12:58:35 main:574] : INFO : Epoch 1826 | loss: 0.0309812 | val_loss: 0.0313327 | Time: 4030.27 ms [2022-04-08 12:58:39 main:574] : INFO : Epoch 1827 | loss: 0.0310007 | val_loss: 0.0312881 | Time: 4086.36 ms [2022-04-08 12:58:43 main:574] : INFO : Epoch 1828 | loss: 0.030994 | val_loss: 0.0312632 | Time: 3949.2 ms [2022-04-08 12:58:47 main:574] : INFO : Epoch 1829 | loss: 0.0309887 | val_loss: 0.0313101 | Time: 4036.39 ms [2022-04-08 12:58:52 main:574] : INFO : Epoch 1830 | loss: 0.0309703 | val_loss: 0.0312843 | Time: 4074.82 ms [2022-04-08 12:58:56 main:574] : INFO : Epoch 1831 | loss: 0.0309735 | val_loss: 0.031334 | Time: 3975.28 ms [2022-04-08 12:59:00 main:574] : INFO : Epoch 1832 | loss: 0.0309697 | val_loss: 0.0312946 | Time: 3995.4 ms [2022-04-08 12:59:03 main:574] : INFO : Epoch 1833 | loss: 0.0309703 | val_loss: 0.0312744 | Time: 3899.29 ms [2022-04-08 12:59:08 main:574] : INFO : Epoch 1834 | loss: 0.0309777 | val_loss: 0.0313016 | Time: 4109.92 ms [2022-04-08 12:59:12 main:574] : INFO : Epoch 1835 | loss: 0.0309715 | val_loss: 0.0313096 | Time: 4180.91 ms [2022-04-08 12:59:16 main:574] : INFO : Epoch 1836 | loss: 0.030973 | val_loss: 0.0312979 | Time: 3931.32 ms [2022-04-08 12:59:20 main:574] : INFO : Epoch 1837 | loss: 0.0309765 | val_loss: 0.0313229 | Time: 3995.49 ms [2022-04-08 12:59:24 main:574] : INFO : Epoch 1838 | loss: 0.0309736 | val_loss: 0.0313009 | Time: 3897.61 ms [2022-04-08 12:59:28 main:574] : INFO : Epoch 1839 | loss: 0.0309738 | val_loss: 0.0313386 | Time: 4101.28 ms [2022-04-08 12:59:32 main:574] : INFO : Epoch 1840 | loss: 0.0309666 | val_loss: 0.0312801 | Time: 4089.53 ms [2022-04-08 12:59:36 main:574] : INFO : Epoch 1841 | loss: 0.0309724 | val_loss: 0.031325 | Time: 3972.87 ms [2022-04-08 12:59:40 main:574] : INFO : Epoch 1842 | loss: 0.0309712 | val_loss: 0.0312723 | Time: 4011.99 ms [2022-04-08 12:59:44 main:574] : INFO : Epoch 1843 | loss: 0.0309732 | val_loss: 0.0313318 | Time: 4004.64 ms [2022-04-08 12:59:48 main:574] : INFO : Epoch 1844 | loss: 0.0309833 | val_loss: 0.0312645 | Time: 3991.86 ms [2022-04-08 12:59:52 main:574] : INFO : Epoch 1845 | loss: 0.0309778 | val_loss: 0.0313218 | Time: 4044.84 ms [2022-04-08 12:59:56 main:574] : INFO : Epoch 1846 | loss: 0.0309855 | val_loss: 0.0313129 | Time: 3988.91 ms [2022-04-08 13:00:00 main:574] : INFO : Epoch 1847 | loss: 0.0309901 | val_loss: 0.0312802 | Time: 4094.52 ms [2022-04-08 13:00:04 main:574] : INFO : Epoch 1848 | loss: 0.0309853 | val_loss: 0.0312912 | Time: 3983.27 ms [2022-04-08 13:00:08 main:574] : INFO : Epoch 1849 | loss: 0.0309819 | val_loss: 0.0312858 | Time: 3970.18 ms [2022-04-08 13:00:12 main:574] : INFO : Epoch 1850 | loss: 0.0309746 | val_loss: 0.0313146 | Time: 4099.08 ms [2022-04-08 13:00:16 main:574] : INFO : Epoch 1851 | loss: 0.0309677 | val_loss: 0.0313286 | Time: 4012.2 ms [2022-04-08 13:00:20 main:574] : INFO : Epoch 1852 | loss: 0.0309678 | val_loss: 0.0312814 | Time: 4029.94 ms [2022-04-08 13:00:24 main:574] : INFO : Epoch 1853 | loss: 0.0309759 | val_loss: 0.0312937 | Time: 3908.9 ms [2022-04-08 13:00:28 main:574] : INFO : Epoch 1854 | loss: 0.0309794 | val_loss: 0.0312949 | Time: 3982.95 ms [2022-04-08 13:00:32 main:574] : INFO : Epoch 1855 | loss: 0.0309688 | val_loss: 0.0313082 | Time: 4098.95 ms [2022-04-08 13:00:36 main:574] : INFO : Epoch 1856 | loss: 0.0309762 | val_loss: 0.0313021 | Time: 4071.82 ms [2022-04-08 13:00:40 main:574] : INFO : Epoch 1857 | loss: 0.0309776 | val_loss: 0.0313075 | Time: 4032.03 ms [2022-04-08 13:00:44 main:574] : INFO : Epoch 1858 | loss: 0.0309803 | val_loss: 0.0312771 | Time: 3918.08 ms [2022-04-08 13:00:48 main:574] : INFO : Epoch 1859 | loss: 0.0309692 | val_loss: 0.0313184 | Time: 4071.26 ms [2022-04-08 13:00:52 main:574] : INFO : Epoch 1860 | loss: 0.0309704 | val_loss: 0.0312895 | Time: 4031.47 ms [2022-04-08 13:00:56 main:574] : INFO : Epoch 1861 | loss: 0.0309738 | val_loss: 0.031321 | Time: 3975.63 ms [2022-04-08 13:01:00 main:574] : INFO : Epoch 1862 | loss: 0.0309679 | val_loss: 0.0313148 | Time: 4012.56 ms [2022-04-08 13:01:04 main:574] : INFO : Epoch 1863 | loss: 0.0309659 | val_loss: 0.0312984 | Time: 4000.85 ms [2022-04-08 13:01:08 main:574] : INFO : Epoch 1864 | loss: 0.0309635 | val_loss: 0.0313024 | Time: 4129.74 ms [2022-04-08 13:01:12 main:574] : INFO : Epoch 1865 | loss: 0.0309662 | val_loss: 0.0312859 | Time: 3987.02 ms [2022-04-08 13:01:16 main:574] : INFO : Epoch 1866 | loss: 0.0309655 | val_loss: 0.031334 | Time: 3963.67 ms [2022-04-08 13:01:20 main:574] : INFO : Epoch 1867 | loss: 0.0309703 | val_loss: 0.0313355 | Time: 4132.9 ms [2022-04-08 13:01:24 main:574] : INFO : Epoch 1868 | loss: 0.0309747 | val_loss: 0.0312821 | Time: 3947.68 ms [2022-04-08 13:01:28 main:574] : INFO : Epoch 1869 | loss: 0.0309846 | val_loss: 0.0313062 | Time: 4022.82 ms [2022-04-08 13:01:32 main:574] : INFO : Epoch 1870 | loss: 0.0309771 | val_loss: 0.0313011 | Time: 3943.44 ms [2022-04-08 13:01:36 main:574] : INFO : Epoch 1871 | loss: 0.0309793 | val_loss: 0.0313144 | Time: 4025.12 ms [2022-04-08 13:01:41 main:574] : INFO : Epoch 1872 | loss: 0.0309869 | val_loss: 0.0313003 | Time: 4141.52 ms [2022-04-08 13:01:45 main:574] : INFO : Epoch 1873 | loss: 0.0309736 | val_loss: 0.0312909 | Time: 4007.16 ms [2022-04-08 13:01:49 main:574] : INFO : Epoch 1874 | loss: 0.0309681 | val_loss: 0.0313022 | Time: 3975.26 ms [2022-04-08 13:01:53 main:574] : INFO : Epoch 1875 | loss: 0.030975 | val_loss: 0.0313023 | Time: 4028.98 ms [2022-04-08 13:01:57 main:574] : INFO : Epoch 1876 | loss: 0.0309786 | val_loss: 0.0312722 | Time: 3929.93 ms [2022-04-08 13:02:01 main:574] : INFO : Epoch 1877 | loss: 0.0309817 | val_loss: 0.0313084 | Time: 4099.21 ms [2022-04-08 13:02:05 main:574] : INFO : Epoch 1878 | loss: 0.0309767 | val_loss: 0.0312898 | Time: 3934.54 ms [2022-04-08 13:02:09 main:574] : INFO : Epoch 1879 | loss: 0.0309802 | val_loss: 0.0313229 | Time: 4112.32 ms [2022-04-08 13:02:13 main:574] : INFO : Epoch 1880 | loss: 0.0309879 | val_loss: 0.0312995 | Time: 4097.84 ms [2022-04-08 13:02:17 main:574] : INFO : Epoch 1881 | loss: 0.0309828 | val_loss: 0.0313016 | Time: 3896.23 ms [2022-04-08 13:02:21 main:574] : INFO : Epoch 1882 | loss: 0.0310012 | val_loss: 0.0312712 | Time: 3992.03 ms [2022-04-08 13:02:25 main:574] : INFO : Epoch 1883 | loss: 0.0309898 | val_loss: 0.0312754 | Time: 4019.39 ms [2022-04-08 13:02:29 main:574] : INFO : Epoch 1884 | loss: 0.0309815 | val_loss: 0.0313288 | Time: 4141.56 ms [2022-04-08 13:02:33 main:574] : INFO : Epoch 1885 | loss: 0.0309752 | val_loss: 0.0312876 | Time: 4071.18 ms [2022-04-08 13:02:37 main:574] : INFO : Epoch 1886 | loss: 0.0309818 | val_loss: 0.0313085 | Time: 3910.89 ms [2022-04-08 13:02:41 main:574] : INFO : Epoch 1887 | loss: 0.0309862 | val_loss: 0.0312988 | Time: 3951.55 ms [2022-04-08 13:02:45 main:574] : INFO : Epoch 1888 | loss: 0.0309879 | val_loss: 0.0312884 | Time: 4029.84 ms [2022-04-08 13:02:49 main:574] : INFO : Epoch 1889 | loss: 0.030992 | val_loss: 0.0313168 | Time: 4148.98 ms [2022-04-08 13:02:53 main:574] : INFO : Epoch 1890 | loss: 0.0309808 | val_loss: 0.0312798 | Time: 4064.16 ms [2022-04-08 13:02:57 main:574] : INFO : Epoch 1891 | loss: 0.0309725 | val_loss: 0.0313297 | Time: 3905.24 ms [2022-04-08 13:03:01 main:574] : INFO : Epoch 1892 | loss: 0.0309773 | val_loss: 0.0312788 | Time: 4047.55 ms [2022-04-08 13:03:05 main:574] : INFO : Epoch 1893 | loss: 0.0309794 | val_loss: 0.0313101 | Time: 3958.56 ms [2022-04-08 13:03:09 main:574] : INFO : Epoch 1894 | loss: 0.0309737 | val_loss: 0.0312934 | Time: 4025.69 ms [2022-04-08 13:03:13 main:574] : INFO : Epoch 1895 | loss: 0.0309767 | val_loss: 0.0313023 | Time: 4004.02 ms [2022-04-08 13:03:17 main:574] : INFO : Epoch 1896 | loss: 0.0309773 | val_loss: 0.0312902 | Time: 4041.3 ms [2022-04-08 13:03:21 main:574] : INFO : Epoch 1897 | loss: 0.0309804 | val_loss: 0.0312987 | Time: 4022.33 ms [2022-04-08 13:03:25 main:574] : INFO : Epoch 1898 | loss: 0.0309752 | val_loss: 0.0313184 | Time: 3911.24 ms [2022-04-08 13:03:29 main:574] : INFO : Epoch 1899 | loss: 0.0309831 | val_loss: 0.0312781 | Time: 4035.93 ms [2022-04-08 13:03:33 main:574] : INFO : Epoch 1900 | loss: 0.0309874 | val_loss: 0.0312959 | Time: 4110.03 ms [2022-04-08 13:03:37 main:574] : INFO : Epoch 1901 | loss: 0.0309822 | val_loss: 0.0312861 | Time: 4101.8 ms [2022-04-08 13:03:41 main:574] : INFO : Epoch 1902 | loss: 0.0309692 | val_loss: 0.0313049 | Time: 3977.81 ms [2022-04-08 13:03:45 main:574] : INFO : Epoch 1903 | loss: 0.0309658 | val_loss: 0.0313217 | Time: 3862.17 ms [2022-04-08 13:03:49 main:574] : INFO : Epoch 1904 | loss: 0.0309772 | val_loss: 0.0313021 | Time: 4083.68 ms [2022-04-08 13:03:53 main:574] : INFO : Epoch 1905 | loss: 0.0309723 | val_loss: 0.0312726 | Time: 4066.17 ms [2022-04-08 13:03:57 main:574] : INFO : Epoch 1906 | loss: 0.0309679 | val_loss: 0.031289 | Time: 4000.26 ms [2022-04-08 13:04:01 main:574] : INFO : Epoch 1907 | loss: 0.0309819 | val_loss: 0.0313146 | Time: 3998.78 ms [2022-04-08 13:04:05 main:574] : INFO : Epoch 1908 | loss: 0.0309717 | val_loss: 0.0313003 | Time: 3924.22 ms [2022-04-08 13:04:09 main:574] : INFO : Epoch 1909 | loss: 0.0309663 | val_loss: 0.031288 | Time: 4069.16 ms [2022-04-08 13:04:13 main:574] : INFO : Epoch 1910 | loss: 0.0309683 | val_loss: 0.0312791 | Time: 3995.69 ms [2022-04-08 13:04:17 main:574] : INFO : Epoch 1911 | loss: 0.0309667 | val_loss: 0.0313055 | Time: 3947.43 ms [2022-04-08 13:04:21 main:574] : INFO : Epoch 1912 | loss: 0.0309602 | val_loss: 0.031296 | Time: 4075.19 ms [2022-04-08 13:04:25 main:574] : INFO : Epoch 1913 | loss: 0.0309692 | val_loss: 0.031315 | Time: 3962.83 ms [2022-04-08 13:04:29 main:574] : INFO : Epoch 1914 | loss: 0.0309724 | val_loss: 0.0312841 | Time: 4006.09 ms [2022-04-08 13:04:33 main:574] : INFO : Epoch 1915 | loss: 0.0309728 | val_loss: 0.0313125 | Time: 4024.18 ms [2022-04-08 13:04:37 main:574] : INFO : Epoch 1916 | loss: 0.0309733 | val_loss: 0.0312853 | Time: 4006.06 ms [2022-04-08 13:04:42 main:574] : INFO : Epoch 1917 | loss: 0.0309882 | val_loss: 0.031301 | Time: 4186.54 ms [2022-04-08 13:04:46 main:574] : INFO : Epoch 1918 | loss: 0.0309958 | val_loss: 0.0312702 | Time: 4050.83 ms [2022-04-08 13:04:50 main:574] : INFO : Epoch 1919 | loss: 0.0309759 | val_loss: 0.0312892 | Time: 3990.77 ms [2022-04-08 13:04:54 main:574] : INFO : Epoch 1920 | loss: 0.0309638 | val_loss: 0.0313128 | Time: 3947.71 ms [2022-04-08 13:04:58 main:574] : INFO : Epoch 1921 | loss: 0.0309563 | val_loss: 0.0313329 | Time: 4016.39 ms [2022-04-08 13:05:02 main:574] : INFO : Epoch 1922 | loss: 0.0309695 | val_loss: 0.0312717 | Time: 4045.49 ms [2022-04-08 13:05:06 main:574] : INFO : Epoch 1923 | loss: 0.0309699 | val_loss: 0.0312957 | Time: 3941.43 ms [2022-04-08 13:05:10 main:574] : INFO : Epoch 1924 | loss: 0.0309749 | val_loss: 0.0313202 | Time: 3964.74 ms [2022-04-08 13:05:14 main:574] : INFO : Epoch 1925 | loss: 0.0309777 | val_loss: 0.0312758 | Time: 4008.79 ms [2022-04-08 13:05:18 main:574] : INFO : Epoch 1926 | loss: 0.0309715 | val_loss: 0.0313003 | Time: 4053.86 ms [2022-04-08 13:05:22 main:574] : INFO : Epoch 1927 | loss: 0.0309736 | val_loss: 0.0312899 | Time: 4076.57 ms [2022-04-08 13:05:26 main:574] : INFO : Epoch 1928 | loss: 0.0309781 | val_loss: 0.0313108 | Time: 3955.22 ms [2022-04-08 13:05:30 main:574] : INFO : Epoch 1929 | loss: 0.0309779 | val_loss: 0.031311 | Time: 4076.6 ms [2022-04-08 13:05:34 main:574] : INFO : Epoch 1930 | loss: 0.0309753 | val_loss: 0.0312893 | Time: 3976.12 ms [2022-04-08 13:05:38 main:574] : INFO : Epoch 1931 | loss: 0.0309737 | val_loss: 0.0312996 | Time: 4064.47 ms [2022-04-08 13:05:42 main:574] : INFO : Epoch 1932 | loss: 0.0309741 | val_loss: 0.0313066 | Time: 4231.33 ms [2022-04-08 13:05:46 main:574] : INFO : Epoch 1933 | loss: 0.0309657 | val_loss: 0.0312674 | Time: 4078.69 ms [2022-04-08 13:05:50 main:574] : INFO : Epoch 1934 | loss: 0.0309849 | val_loss: 0.031312 | Time: 4049.56 ms [2022-04-08 13:05:54 main:574] : INFO : Epoch 1935 | loss: 0.0309821 | val_loss: 0.0312598 | Time: 3903.38 ms [2022-04-08 13:05:58 main:574] : INFO : Epoch 1936 | loss: 0.0309801 | val_loss: 0.0313388 | Time: 4000.73 ms [2022-04-08 13:06:02 main:574] : INFO : Epoch 1937 | loss: 0.0309737 | val_loss: 0.0312847 | Time: 3759.19 ms [2022-04-08 13:06:06 main:574] : INFO : Epoch 1938 | loss: 0.0309671 | val_loss: 0.0313054 | Time: 3743.19 ms [2022-04-08 13:06:10 main:574] : INFO : Epoch 1939 | loss: 0.0309781 | val_loss: 0.0312997 | Time: 3754.17 ms [2022-04-08 13:06:13 main:574] : INFO : Epoch 1940 | loss: 0.0309759 | val_loss: 0.0312815 | Time: 3737.18 ms [2022-04-08 13:06:17 main:574] : INFO : Epoch 1941 | loss: 0.0309778 | val_loss: 0.0313031 | Time: 3731.77 ms [2022-04-08 13:06:21 main:574] : INFO : Epoch 1942 | loss: 0.0309819 | val_loss: 0.0312762 | Time: 3735.75 ms [2022-04-08 13:06:24 main:574] : INFO : Epoch 1943 | loss: 0.0309882 | val_loss: 0.0312644 | Time: 3731.39 ms [2022-04-08 13:06:28 main:574] : INFO : Epoch 1944 | loss: 0.030981 | val_loss: 0.0313617 | Time: 3739.02 ms [2022-04-08 13:06:32 main:574] : INFO : Epoch 1945 | loss: 0.0309717 | val_loss: 0.0312936 | Time: 3737.7 ms [2022-04-08 13:06:36 main:574] : INFO : Epoch 1946 | loss: 0.0309688 | val_loss: 0.0312956 | Time: 3730.69 ms [2022-04-08 13:06:40 main:574] : INFO : Epoch 1947 | loss: 0.0309688 | val_loss: 0.0312792 | Time: 3936.52 ms [2022-04-08 13:06:44 main:574] : INFO : Epoch 1948 | loss: 0.0309809 | val_loss: 0.0312874 | Time: 3948.38 ms [2022-04-08 13:06:48 main:574] : INFO : Epoch 1949 | loss: 0.0309835 | val_loss: 0.031307 | Time: 4057.74 ms [2022-04-08 13:06:52 main:574] : INFO : Epoch 1950 | loss: 0.0310084 | val_loss: 0.0313045 | Time: 4107.21 ms [2022-04-08 13:06:56 main:574] : INFO : Epoch 1951 | loss: 0.0309921 | val_loss: 0.0312932 | Time: 3894.09 ms [2022-04-08 13:07:00 main:574] : INFO : Epoch 1952 | loss: 0.0309863 | val_loss: 0.0312585 | Time: 4005.75 ms [2022-04-08 13:07:04 main:574] : INFO : Epoch 1953 | loss: 0.0309872 | val_loss: 0.0313296 | Time: 3911.39 ms [2022-04-08 13:07:08 main:574] : INFO : Epoch 1954 | loss: 0.030975 | val_loss: 0.0312687 | Time: 4033.98 ms [2022-04-08 13:07:12 main:574] : INFO : Epoch 1955 | loss: 0.0309787 | val_loss: 0.0313062 | Time: 4200.53 ms [2022-04-08 13:07:16 main:574] : INFO : Epoch 1956 | loss: 0.030986 | val_loss: 0.0312893 | Time: 3866.92 ms [2022-04-08 13:07:20 main:574] : INFO : Epoch 1957 | loss: 0.030975 | val_loss: 0.0312893 | Time: 3964.86 ms [2022-04-08 13:07:24 main:574] : INFO : Epoch 1958 | loss: 0.0309743 | val_loss: 0.031281 | Time: 4038.85 ms [2022-04-08 13:07:28 main:574] : INFO : Epoch 1959 | loss: 0.0309745 | val_loss: 0.0312852 | Time: 4023.43 ms [2022-04-08 13:07:32 main:574] : INFO : Epoch 1960 | loss: 0.0309748 | val_loss: 0.0313061 | Time: 4012.61 ms [2022-04-08 13:07:36 main:574] : INFO : Epoch 1961 | loss: 0.0309705 | val_loss: 0.031305 | Time: 3938.57 ms [2022-04-08 13:07:40 main:574] : INFO : Epoch 1962 | loss: 0.0309673 | val_loss: 0.0313106 | Time: 4023.02 ms [2022-04-08 13:07:44 main:574] : INFO : Epoch 1963 | loss: 0.0309846 | val_loss: 0.0312916 | Time: 3958.48 ms [2022-04-08 13:07:48 main:574] : INFO : Epoch 1964 | loss: 0.0309738 | val_loss: 0.0313158 | Time: 3944.77 ms [2022-04-08 13:07:52 main:574] : INFO : Epoch 1965 | loss: 0.0309631 | val_loss: 0.0312924 | Time: 3960.27 ms [2022-04-08 13:07:56 main:574] : INFO : Epoch 1966 | loss: 0.0309677 | val_loss: 0.0312582 | Time: 3977.89 ms [2022-04-08 13:08:00 main:574] : INFO : Epoch 1967 | loss: 0.0309742 | val_loss: 0.0313238 | Time: 4036.66 ms [2022-04-08 13:08:04 main:574] : INFO : Epoch 1968 | loss: 0.030974 | val_loss: 0.0313131 | Time: 3924.6 ms [2022-04-08 13:08:07 main:574] : INFO : Epoch 1969 | loss: 0.0309683 | val_loss: 0.0312986 | Time: 3896.69 ms [2022-04-08 13:08:12 main:574] : INFO : Epoch 1970 | loss: 0.0309665 | val_loss: 0.0313002 | Time: 4148.82 ms [2022-04-08 13:08:16 main:574] : INFO : Epoch 1971 | loss: 0.0309716 | val_loss: 0.0313117 | Time: 3955.74 ms [2022-04-08 13:08:20 main:574] : INFO : Epoch 1972 | loss: 0.0309637 | val_loss: 0.0313371 | Time: 4027.76 ms [2022-04-08 13:08:24 main:574] : INFO : Epoch 1973 | loss: 0.0309666 | val_loss: 0.0312815 | Time: 3971.09 ms [2022-04-08 13:08:28 main:574] : INFO : Epoch 1974 | loss: 0.0309806 | val_loss: 0.0312978 | Time: 3930.3 ms [2022-04-08 13:08:32 main:574] : INFO : Epoch 1975 | loss: 0.0309766 | val_loss: 0.0312717 | Time: 3998.46 ms [2022-04-08 13:08:36 main:574] : INFO : Epoch 1976 | loss: 0.030972 | val_loss: 0.0312901 | Time: 4013.31 ms [2022-04-08 13:08:40 main:574] : INFO : Epoch 1977 | loss: 0.0309717 | val_loss: 0.0312884 | Time: 3985.92 ms [2022-04-08 13:08:44 main:574] : INFO : Epoch 1978 | loss: 0.0309838 | val_loss: 0.0313024 | Time: 3954.13 ms [2022-04-08 13:08:48 main:574] : INFO : Epoch 1979 | loss: 0.0309732 | val_loss: 0.0313005 | Time: 4030.15 ms [2022-04-08 13:08:52 main:574] : INFO : Epoch 1980 | loss: 0.0309689 | val_loss: 0.0313194 | Time: 3981.35 ms [2022-04-08 13:08:55 main:574] : INFO : Epoch 1981 | loss: 0.0309754 | val_loss: 0.031275 | Time: 3896.74 ms [2022-04-08 13:09:00 main:574] : INFO : Epoch 1982 | loss: 0.0309931 | val_loss: 0.0312541 | Time: 4155.24 ms [2022-04-08 13:09:04 main:574] : INFO : Epoch 1983 | loss: 0.0309886 | val_loss: 0.0312845 | Time: 4071.08 ms [2022-04-08 13:09:08 main:574] : INFO : Epoch 1984 | loss: 0.0309757 | val_loss: 0.0313172 | Time: 3919.35 ms [2022-04-08 13:09:12 main:574] : INFO : Epoch 1985 | loss: 0.0309718 | val_loss: 0.0312917 | Time: 3988.64 ms [2022-04-08 13:09:16 main:574] : INFO : Epoch 1986 | loss: 0.030972 | val_loss: 0.0313171 | Time: 3945.28 ms [2022-04-08 13:09:20 main:574] : INFO : Epoch 1987 | loss: 0.0309701 | val_loss: 0.0313011 | Time: 4021.74 ms [2022-04-08 13:09:24 main:574] : INFO : Epoch 1988 | loss: 0.0309709 | val_loss: 0.0313266 | Time: 4036.9 ms [2022-04-08 13:09:28 main:574] : INFO : Epoch 1989 | loss: 0.0309704 | val_loss: 0.0313112 | Time: 3921.17 ms [2022-04-08 13:09:31 main:574] : INFO : Epoch 1990 | loss: 0.030973 | val_loss: 0.0312686 | Time: 3922.17 ms [2022-04-08 13:09:35 main:574] : INFO : Epoch 1991 | loss: 0.0309808 | val_loss: 0.0312841 | Time: 3968.16 ms [2022-04-08 13:09:40 main:574] : INFO : Epoch 1992 | loss: 0.0309809 | val_loss: 0.0313088 | Time: 4065.72 ms [2022-04-08 13:09:44 main:574] : INFO : Epoch 1993 | loss: 0.0309682 | val_loss: 0.0313129 | Time: 4008.08 ms [2022-04-08 13:09:47 main:574] : INFO : Epoch 1994 | loss: 0.0309701 | val_loss: 0.0313164 | Time: 3912.08 ms [2022-04-08 13:09:52 main:574] : INFO : Epoch 1995 | loss: 0.0309763 | val_loss: 0.0313133 | Time: 4037.04 ms [2022-04-08 13:09:55 main:574] : INFO : Epoch 1996 | loss: 0.0309725 | val_loss: 0.0313234 | Time: 3929.1 ms [2022-04-08 13:10:00 main:574] : INFO : Epoch 1997 | loss: 0.0309696 | val_loss: 0.0313323 | Time: 4048.81 ms [2022-04-08 13:10:04 main:574] : INFO : Epoch 1998 | loss: 0.0309744 | val_loss: 0.0312816 | Time: 3998.77 ms [2022-04-08 13:10:07 main:574] : INFO : Epoch 1999 | loss: 0.0309829 | val_loss: 0.0313138 | Time: 3886.7 ms [2022-04-08 13:10:12 main:574] : INFO : Epoch 2000 | loss: 0.0309793 | val_loss: 0.0313373 | Time: 4097.5 ms [2022-04-08 13:10:15 main:574] : INFO : Epoch 2001 | loss: 0.0309811 | val_loss: 0.0312927 | Time: 3902.23 ms [2022-04-08 13:10:19 main:574] : INFO : Epoch 2002 | loss: 0.0309767 | val_loss: 0.0312828 | Time: 3978.64 ms [2022-04-08 13:10:24 main:574] : INFO : Epoch 2003 | loss: 0.0309749 | val_loss: 0.0313387 | Time: 4135.42 ms [2022-04-08 13:10:28 main:574] : INFO : Epoch 2004 | loss: 0.0309774 | val_loss: 0.0313349 | Time: 3999.58 ms [2022-04-08 13:10:31 main:574] : INFO : Epoch 2005 | loss: 0.0309761 | val_loss: 0.0313171 | Time: 3933.35 ms [2022-04-08 13:10:35 main:574] : INFO : Epoch 2006 | loss: 0.0309816 | val_loss: 0.0312844 | Time: 3936.46 ms [2022-04-08 13:10:39 main:574] : INFO : Epoch 2007 | loss: 0.030977 | val_loss: 0.031322 | Time: 4024.42 ms [2022-04-08 13:10:44 main:574] : INFO : Epoch 2008 | loss: 0.0309768 | val_loss: 0.0312802 | Time: 4054.04 ms [2022-04-08 13:10:47 main:574] : INFO : Epoch 2009 | loss: 0.0309998 | val_loss: 0.0312983 | Time: 3950.29 ms [2022-04-08 13:10:51 main:574] : INFO : Epoch 2010 | loss: 0.0309752 | val_loss: 0.0313082 | Time: 3966.28 ms [2022-04-08 13:10:55 main:574] : INFO : Epoch 2011 | loss: 0.0309789 | val_loss: 0.0312648 | Time: 3893.81 ms [2022-04-08 13:10:59 main:574] : INFO : Epoch 2012 | loss: 0.0309823 | val_loss: 0.0313308 | Time: 4052.15 ms [2022-04-08 13:11:03 main:574] : INFO : Epoch 2013 | loss: 0.0309754 | val_loss: 0.0312958 | Time: 4017.72 ms [2022-04-08 13:11:07 main:574] : INFO : Epoch 2014 | loss: 0.0309767 | val_loss: 0.0312927 | Time: 3883.93 ms [2022-04-08 13:11:11 main:574] : INFO : Epoch 2015 | loss: 0.0309794 | val_loss: 0.0312849 | Time: 4067.72 ms [2022-04-08 13:11:15 main:574] : INFO : Epoch 2016 | loss: 0.0309827 | val_loss: 0.0312818 | Time: 3974.78 ms [2022-04-08 13:11:19 main:574] : INFO : Epoch 2017 | loss: 0.0309792 | val_loss: 0.0313039 | Time: 3947.62 ms [2022-04-08 13:11:23 main:574] : INFO : Epoch 2018 | loss: 0.0309729 | val_loss: 0.0313051 | Time: 3975.23 ms [2022-04-08 13:11:27 main:574] : INFO : Epoch 2019 | loss: 0.0309688 | val_loss: 0.0313126 | Time: 4023.99 ms [2022-04-08 13:11:31 main:574] : INFO : Epoch 2020 | loss: 0.0309701 | val_loss: 0.0312815 | Time: 4095.57 ms [2022-04-08 13:11:35 main:574] : INFO : Epoch 2021 | loss: 0.0309751 | val_loss: 0.0313136 | Time: 3960.45 ms [2022-04-08 13:11:39 main:574] : INFO : Epoch 2022 | loss: 0.030976 | val_loss: 0.0312965 | Time: 4014.77 ms [2022-04-08 13:11:43 main:574] : INFO : Epoch 2023 | loss: 0.0309821 | val_loss: 0.031276 | Time: 3939.02 ms [2022-04-08 13:11:47 main:574] : INFO : Epoch 2024 | loss: 0.0309804 | val_loss: 0.0312969 | Time: 3804.48 ms [2022-04-08 13:11:51 main:574] : INFO : Epoch 2025 | loss: 0.0309776 | val_loss: 0.0313042 | Time: 3808.62 ms [2022-04-08 13:11:55 main:574] : INFO : Epoch 2026 | loss: 0.0310037 | val_loss: 0.0313076 | Time: 3790.84 ms [2022-04-08 13:11:59 main:574] : INFO : Epoch 2027 | loss: 0.0309968 | val_loss: 0.0313236 | Time: 3825.62 ms [2022-04-08 13:12:02 main:574] : INFO : Epoch 2028 | loss: 0.0309774 | val_loss: 0.0313006 | Time: 3816.15 ms [2022-04-08 13:12:06 main:574] : INFO : Epoch 2029 | loss: 0.0309679 | val_loss: 0.0313065 | Time: 3793.37 ms [2022-04-08 13:12:10 main:574] : INFO : Epoch 2030 | loss: 0.0309708 | val_loss: 0.0312751 | Time: 3848.54 ms [2022-04-08 13:12:14 main:574] : INFO : Epoch 2031 | loss: 0.0309667 | val_loss: 0.0313046 | Time: 3800.63 ms [2022-04-08 13:12:18 main:574] : INFO : Epoch 2032 | loss: 0.0309772 | val_loss: 0.0313121 | Time: 3793.67 ms [2022-04-08 13:12:22 main:574] : INFO : Epoch 2033 | loss: 0.0309693 | val_loss: 0.0313207 | Time: 3816.13 ms [2022-04-08 13:12:25 main:574] : INFO : Epoch 2034 | loss: 0.0309727 | val_loss: 0.0312767 | Time: 3772.51 ms [2022-04-08 13:12:29 main:574] : INFO : Epoch 2035 | loss: 0.030972 | val_loss: 0.0313134 | Time: 3823.42 ms [2022-04-08 13:12:33 main:574] : INFO : Epoch 2036 | loss: 0.030971 | val_loss: 0.0312968 | Time: 3812.98 ms [2022-04-08 13:12:37 main:574] : INFO : Epoch 2037 | loss: 0.0309777 | val_loss: 0.0313017 | Time: 3804.2 ms [2022-04-08 13:12:41 main:574] : INFO : Epoch 2038 | loss: 0.0309723 | val_loss: 0.0312872 | Time: 3790.37 ms [2022-04-08 13:12:44 main:574] : INFO : Epoch 2039 | loss: 0.0309732 | val_loss: 0.031303 | Time: 3758.04 ms [2022-04-08 13:12:48 main:574] : INFO : Epoch 2040 | loss: 0.0309721 | val_loss: 0.0313383 | Time: 3761.61 ms [2022-04-08 13:12:52 main:574] : INFO : Epoch 2041 | loss: 0.0309704 | val_loss: 0.0313059 | Time: 3756.87 ms [2022-04-08 13:12:56 main:574] : INFO : Epoch 2042 | loss: 0.0309759 | val_loss: 0.031278 | Time: 3748.99 ms [2022-04-08 13:12:59 main:574] : INFO : Epoch 2043 | loss: 0.0309717 | val_loss: 0.0313134 | Time: 3769 ms [2022-04-08 13:13:03 main:574] : INFO : Epoch 2044 | loss: 0.030966 | val_loss: 0.0313002 | Time: 3766.72 ms [2022-04-08 13:13:07 main:574] : INFO : Epoch 2045 | loss: 0.0309736 | val_loss: 0.0313011 | Time: 3755.11 ms [2022-04-08 13:13:11 main:574] : INFO : Epoch 2046 | loss: 0.0309764 | val_loss: 0.0313061 | Time: 3766.35 ms [2022-04-08 13:13:14 main:574] : INFO : Epoch 2047 | loss: 0.0309741 | val_loss: 0.0312963 | Time: 3751.19 ms [2022-04-08 13:13:18 main:574] : INFO : Epoch 2048 | loss: 0.0309766 | val_loss: 0.0313056 | Time: 3764.73 ms [2022-04-08 13:13:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313056 [2022-04-08 13:13:18 main:603] : INFO : Saving end state to config to file [2022-04-08 13:13:18 main:608] : INFO : Success, exiting.. 13:13:18 (2980): 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)