Task 7843756
| Name | ParityModified-1631731626-13348-3_0 |
| Workunit | 5472028 |
| Created | 5 Oct 2021, 14:41:58 UTC |
| Sent | 14 Oct 2021, 0:58:13 UTC |
| Report deadline | 21 Oct 2021, 0:58:13 UTC |
| Received | 14 Oct 2021, 4:58:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15268 |
| Run time | 2 hours 1 min 18 sec |
| CPU time | 1 hours 49 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,928.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 29.73 ms [2021-10-14 04:36:31 main:574] : INFO : Epoch 1542 | loss: 0.0311736 | val_loss: 0.031184 | Time: 3252.84 ms [2021-10-14 04:36:35 main:574] : INFO : Epoch 1543 | loss: 0.0311748 | val_loss: 0.0311848 | Time: 3506.73 ms [2021-10-14 04:36:38 main:574] : INFO : Epoch 1544 | loss: 0.0311746 | val_loss: 0.0311841 | Time: 3373.43 ms [2021-10-14 04:36:42 main:574] : INFO : Epoch 1545 | loss: 0.0311739 | val_loss: 0.0311835 | Time: 3235.83 ms [2021-10-14 04:36:46 main:574] : INFO : Epoch 1546 | loss: 0.031173 | val_loss: 0.031182 | Time: 3864.91 ms [2021-10-14 04:36:50 main:574] : INFO : Epoch 1547 | loss: 0.031173 | val_loss: 0.0311827 | Time: 4049.44 ms [2021-10-14 04:36:54 main:574] : INFO : Epoch 1548 | loss: 0.0311731 | val_loss: 0.0311819 | Time: 4208.93 ms [2021-10-14 04:36:58 main:574] : INFO : Epoch 1549 | loss: 0.031175 | val_loss: 0.031182 | Time: 4000.63 ms [2021-10-14 04:37:02 main:574] : INFO : Epoch 1550 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 3797.67 ms [2021-10-14 04:37:06 main:574] : INFO : Epoch 1551 | loss: 0.0311744 | val_loss: 0.0311814 | Time: 4460.66 ms [2021-10-14 04:37:10 main:574] : INFO : Epoch 1552 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 3796.36 ms [2021-10-14 04:37:14 main:574] : INFO : Epoch 1553 | loss: 0.0311749 | val_loss: 0.0311823 | Time: 3960.94 ms [2021-10-14 04:37:18 main:574] : INFO : Epoch 1554 | loss: 0.0311771 | val_loss: 0.0311886 | Time: 3737.76 ms [2021-10-14 04:37:22 main:574] : INFO : Epoch 1555 | loss: 0.0311846 | val_loss: 0.0311911 | Time: 4063.65 ms [2021-10-14 04:37:26 main:574] : INFO : Epoch 1556 | loss: 0.0311836 | val_loss: 0.0311891 | Time: 4581.17 ms [2021-10-14 04:37:30 main:574] : INFO : Epoch 1557 | loss: 0.0311838 | val_loss: 0.0311894 | Time: 3856.42 ms [2021-10-14 04:37:34 main:574] : INFO : Epoch 1558 | loss: 0.0311811 | val_loss: 0.031183 | Time: 3808.92 ms [2021-10-14 04:37:38 main:574] : INFO : Epoch 1559 | loss: 0.0311793 | val_loss: 0.0311828 | Time: 3827.67 ms [2021-10-14 04:37:42 main:574] : INFO : Epoch 1560 | loss: 0.0311777 | val_loss: 0.0311861 | Time: 3885.65 ms [2021-10-14 04:37:46 main:574] : INFO : Epoch 1561 | loss: 0.0311795 | val_loss: 0.0311835 | Time: 4106.21 ms [2021-10-14 04:37:50 main:574] : INFO : Epoch 1562 | loss: 0.0311766 | val_loss: 0.0311826 | Time: 4054.48 ms [2021-10-14 04:37:54 main:574] : INFO : Epoch 1563 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 4061.83 ms [2021-10-14 04:37:58 main:574] : INFO : Epoch 1564 | loss: 0.0311776 | val_loss: 0.0311821 | Time: 3781.48 ms [2021-10-14 04:38:02 main:574] : INFO : Epoch 1565 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 3849.32 ms [2021-10-14 04:38:06 main:574] : INFO : Epoch 1566 | loss: 0.031175 | val_loss: 0.0311832 | Time: 4269.19 ms [2021-10-14 04:38:10 main:574] : INFO : Epoch 1567 | loss: 0.0311743 | val_loss: 0.0311835 | Time: 3977.71 ms [2021-10-14 04:38:14 main:574] : INFO : Epoch 1568 | loss: 0.0311742 | val_loss: 0.0311814 | Time: 4041.64 ms [2021-10-14 04:38:18 main:574] : INFO : Epoch 1569 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 3740.11 ms [2021-10-14 04:38:22 main:574] : INFO : Epoch 1570 | loss: 0.0311741 | val_loss: 0.0311832 | Time: 4089.99 ms [2021-10-14 04:38:26 main:574] : INFO : Epoch 1571 | loss: 0.0311738 | val_loss: 0.0311833 | Time: 3879.41 ms [2021-10-14 04:38:31 main:574] : INFO : Epoch 1572 | loss: 0.0311744 | val_loss: 0.0311834 | Time: 5301.63 ms [2021-10-14 04:38:35 main:574] : INFO : Epoch 1573 | loss: 0.0311754 | val_loss: 0.0311811 | Time: 4261.47 ms [2021-10-14 04:38:40 main:574] : INFO : Epoch 1574 | loss: 0.0311768 | val_loss: 0.0311851 | Time: 4586.32 ms [2021-10-14 04:39:35 main:574] : INFO : Epoch 1575 | loss: 0.0311761 | val_loss: 0.0311842 | Time: 54644.1 ms [2021-10-14 04:39:39 main:574] : INFO : Epoch 1576 | loss: 0.0311743 | val_loss: 0.0311867 | Time: 3900.86 ms [2021-10-14 04:39:42 main:574] : INFO : Epoch 1577 | loss: 0.0311743 | val_loss: 0.0311848 | Time: 3874.22 ms [2021-10-14 04:39:46 main:574] : INFO : Epoch 1578 | loss: 0.0311744 | val_loss: 0.0311821 | Time: 3911.85 ms [2021-10-14 04:39:51 main:574] : INFO : Epoch 1579 | loss: 0.0311737 | val_loss: 0.0311822 | Time: 4273.72 ms [2021-10-14 04:39:55 main:574] : INFO : Epoch 1580 | loss: 0.0311735 | val_loss: 0.0311855 | Time: 4232.09 ms [2021-10-14 04:39:59 main:574] : INFO : Epoch 1581 | loss: 0.0311735 | val_loss: 0.0311846 | Time: 4369.49 ms [2021-10-14 04:40:03 main:574] : INFO : Epoch 1582 | loss: 0.0311737 | val_loss: 0.0311838 | Time: 4147.71 ms [2021-10-14 04:40:07 main:574] : INFO : Epoch 1583 | loss: 0.0311732 | val_loss: 0.031185 | Time: 4087.76 ms [2021-10-14 04:40:11 main:574] : INFO : Epoch 1584 | loss: 0.031173 | val_loss: 0.0311839 | Time: 3957.6 ms [2021-10-14 04:40:16 main:574] : INFO : Epoch 1585 | loss: 0.0311722 | val_loss: 0.0311876 | Time: 4856.05 ms [2021-10-14 04:40:20 main:574] : INFO : Epoch 1586 | loss: 0.0311741 | val_loss: 0.0311835 | Time: 4139.32 ms [2021-10-14 04:40:25 main:574] : INFO : Epoch 1587 | loss: 0.0311739 | val_loss: 0.0311825 | Time: 4422.71 ms [2021-10-14 04:40:29 main:574] : INFO : Epoch 1588 | loss: 0.0311744 | val_loss: 0.0311848 | Time: 4112.81 ms [2021-10-14 04:40:34 main:574] : INFO : Epoch 1589 | loss: 0.0311734 | val_loss: 0.0311842 | Time: 4684.87 ms [2021-10-14 04:40:38 main:574] : INFO : Epoch 1590 | loss: 0.0311725 | val_loss: 0.0311822 | Time: 3968.6 ms [2021-10-14 04:40:42 main:574] : INFO : Epoch 1591 | loss: 0.0311733 | val_loss: 0.0311863 | Time: 4187.95 ms [2021-10-14 04:40:46 main:574] : INFO : Epoch 1592 | loss: 0.0311753 | val_loss: 0.0311879 | Time: 4421.98 ms [2021-10-14 04:40:51 main:574] : INFO : Epoch 1593 | loss: 0.0311733 | val_loss: 0.0311844 | Time: 4424.64 ms [2021-10-14 04:40:55 main:574] : INFO : Epoch 1594 | loss: 0.0311719 | val_loss: 0.0311827 | Time: 3960.65 ms [2021-10-14 04:40:59 main:574] : INFO : Epoch 1595 | loss: 0.0311703 | val_loss: 0.0311845 | Time: 3738.95 ms [2021-10-14 04:41:03 main:574] : INFO : Epoch 1596 | loss: 0.0311703 | val_loss: 0.0311835 | Time: 4087.42 ms [2021-10-14 04:41:07 main:574] : INFO : Epoch 1597 | loss: 0.0311701 | val_loss: 0.0311845 | Time: 4622.05 ms [2021-10-14 04:41:12 main:574] : INFO : Epoch 1598 | loss: 0.0311705 | val_loss: 0.0311834 | Time: 4545.24 ms [2021-10-14 04:41:16 main:574] : INFO : Epoch 1599 | loss: 0.0311718 | val_loss: 0.0311881 | Time: 4349.6 ms [2021-10-14 04:41:20 main:574] : INFO : Epoch 1600 | loss: 0.0311717 | val_loss: 0.0311837 | Time: 3987.72 ms [2021-10-14 04:41:24 main:574] : INFO : Epoch 1601 | loss: 0.0311699 | val_loss: 0.0311838 | Time: 3693.47 ms [2021-10-14 04:41:28 main:574] : INFO : Epoch 1602 | loss: 0.0311696 | val_loss: 0.0311834 | Time: 4097.08 ms [2021-10-14 04:41:32 main:574] : INFO : Epoch 1603 | loss: 0.0311693 | val_loss: 0.0311852 | Time: 3791.7 ms [2021-10-14 04:41:36 main:574] : INFO : Epoch 1604 | loss: 0.0311704 | val_loss: 0.0311858 | Time: 4238 ms [2021-10-14 04:41:40 main:574] : INFO : Epoch 1605 | loss: 0.0311738 | val_loss: 0.031186 | Time: 4221.91 ms [2021-10-14 04:41:45 main:574] : INFO : Epoch 1606 | loss: 0.0311748 | val_loss: 0.0311833 | Time: 4362.41 ms [2021-10-14 04:41:49 main:574] : INFO : Epoch 1607 | loss: 0.0311758 | val_loss: 0.0311921 | Time: 3943.89 ms [2021-10-14 04:41:53 main:574] : INFO : Epoch 1608 | loss: 0.0311764 | val_loss: 0.0311853 | Time: 4344.64 ms [2021-10-14 04:41:57 main:574] : INFO : Epoch 1609 | loss: 0.0311767 | val_loss: 0.0311876 | Time: 4381.1 ms [2021-10-14 04:42:01 main:574] : INFO : Epoch 1610 | loss: 0.0311748 | val_loss: 0.0311853 | Time: 3903.93 ms [2021-10-14 04:42:05 main:574] : INFO : Epoch 1611 | loss: 0.0311754 | val_loss: 0.0311827 | Time: 3973.44 ms [2021-10-14 04:42:09 main:574] : INFO : Epoch 1612 | loss: 0.0311752 | val_loss: 0.0311831 | Time: 3728.46 ms [2021-10-14 04:42:13 main:574] : INFO : Epoch 1613 | loss: 0.0311745 | val_loss: 0.0311838 | Time: 4013.45 ms [2021-10-14 04:42:17 main:574] : INFO : Epoch 1614 | loss: 0.0311747 | val_loss: 0.0311863 | Time: 4052.03 ms [2021-10-14 04:42:21 main:574] : INFO : Epoch 1615 | loss: 0.0311725 | val_loss: 0.0311813 | Time: 4069.49 ms [2021-10-14 04:42:25 main:574] : INFO : Epoch 1616 | loss: 0.031172 | val_loss: 0.0311821 | Time: 4056.47 ms [2021-10-14 04:42:30 main:574] : INFO : Epoch 1617 | loss: 0.0311718 | val_loss: 0.0311834 | Time: 4292.72 ms [2021-10-14 04:42:34 main:574] : INFO : Epoch 1618 | loss: 0.0311736 | val_loss: 0.0311879 | Time: 4425.45 ms [2021-10-14 04:42:38 main:574] : INFO : Epoch 1619 | loss: 0.0311749 | val_loss: 0.0311842 | Time: 4340.4 ms [2021-10-14 04:42:43 main:574] : INFO : Epoch 1620 | loss: 0.031171 | val_loss: 0.0311826 | Time: 4675.79 ms [2021-10-14 04:42:48 main:574] : INFO : Epoch 1621 | loss: 0.0311727 | val_loss: 0.0311824 | Time: 5000.29 ms [2021-10-14 04:42:53 main:574] : INFO : Epoch 1622 | loss: 0.0311759 | val_loss: 0.0311929 | Time: 5206.96 ms [2021-10-14 04:42:58 main:574] : INFO : Epoch 1623 | loss: 0.0311741 | val_loss: 0.0311832 | Time: 5050.18 ms [2021-10-14 04:43:04 main:574] : INFO : Epoch 1624 | loss: 0.0311711 | val_loss: 0.0311835 | Time: 5076.08 ms [2021-10-14 04:43:09 main:574] : INFO : Epoch 1625 | loss: 0.0311704 | val_loss: 0.0311816 | Time: 5751.9 ms [2021-10-14 04:43:13 main:574] : INFO : Epoch 1626 | loss: 0.0311726 | val_loss: 0.0311826 | Time: 4123.11 ms [2021-10-14 04:43:17 main:574] : INFO : Epoch 1627 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 3873.24 ms [2021-10-14 04:43:21 main:574] : INFO : Epoch 1628 | loss: 0.0311716 | val_loss: 0.0311835 | Time: 3910.42 ms [2021-10-14 04:43:26 main:574] : INFO : Epoch 1629 | loss: 0.0311708 | val_loss: 0.0311844 | Time: 4520.32 ms [2021-10-14 04:43:30 main:574] : INFO : Epoch 1630 | loss: 0.0311709 | val_loss: 0.031183 | Time: 3984.41 ms [2021-10-14 04:43:34 main:574] : INFO : Epoch 1631 | loss: 0.0311705 | val_loss: 0.0311858 | Time: 3821.47 ms [2021-10-14 04:43:38 main:574] : INFO : Epoch 1632 | loss: 0.0311716 | val_loss: 0.031185 | Time: 4163.33 ms [2021-10-14 04:43:42 main:574] : INFO : Epoch 1633 | loss: 0.0311714 | val_loss: 0.0311841 | Time: 3802.67 ms [2021-10-14 04:43:46 main:574] : INFO : Epoch 1634 | loss: 0.0311698 | val_loss: 0.031185 | Time: 4388.95 ms [2021-10-14 04:43:50 main:574] : INFO : Epoch 1635 | loss: 0.0311707 | val_loss: 0.0311847 | Time: 4217.07 ms [2021-10-14 04:43:54 main:574] : INFO : Epoch 1636 | loss: 0.0311714 | val_loss: 0.0311847 | Time: 3992.44 ms [2021-10-14 04:43:58 main:574] : INFO : Epoch 1637 | loss: 0.0311712 | val_loss: 0.0311851 | Time: 4154.43 ms [2021-10-14 04:44:02 main:574] : INFO : Epoch 1638 | loss: 0.0311724 | val_loss: 0.0311842 | Time: 3944.44 ms [2021-10-14 04:44:07 main:574] : INFO : Epoch 1639 | loss: 0.0311719 | val_loss: 0.0311844 | Time: 4583.09 ms [2021-10-14 04:44:12 main:574] : INFO : Epoch 1640 | loss: 0.0311724 | val_loss: 0.0311904 | Time: 4605.42 ms [2021-10-14 04:44:16 main:574] : INFO : Epoch 1641 | loss: 0.0311742 | val_loss: 0.0311881 | Time: 4820.6 ms [2021-10-14 04:44:21 main:574] : INFO : Epoch 1642 | loss: 0.0311724 | val_loss: 0.0311866 | Time: 4759.39 ms [2021-10-14 04:44:26 main:574] : INFO : Epoch 1643 | loss: 0.0311719 | val_loss: 0.0311821 | Time: 4903.06 ms [2021-10-14 04:44:31 main:574] : INFO : Epoch 1644 | loss: 0.031171 | val_loss: 0.0311842 | Time: 4455.93 ms [2021-10-14 04:44:36 main:574] : INFO : Epoch 1645 | loss: 0.0311713 | val_loss: 0.0311818 | Time: 5038.21 ms [2021-10-14 04:44:40 main:574] : INFO : Epoch 1646 | loss: 0.03117 | val_loss: 0.0311829 | Time: 4475.79 ms [2021-10-14 04:44:44 main:574] : INFO : Epoch 1647 | loss: 0.0311694 | val_loss: 0.0311824 | Time: 4096.08 ms [2021-10-14 04:44:49 main:574] : INFO : Epoch 1648 | loss: 0.031169 | val_loss: 0.0311829 | Time: 4336.63 ms [2021-10-14 04:44:53 main:574] : INFO : Epoch 1649 | loss: 0.0311717 | val_loss: 0.031181 | Time: 3997.84 ms [2021-10-14 04:44:57 main:574] : INFO : Epoch 1650 | loss: 0.0311721 | val_loss: 0.0311813 | Time: 4165.88 ms [2021-10-14 04:45:01 main:574] : INFO : Epoch 1651 | loss: 0.0311721 | val_loss: 0.0311808 | Time: 4412.83 ms [2021-10-14 04:45:05 main:574] : INFO : Epoch 1652 | loss: 0.0311714 | val_loss: 0.031187 | Time: 3729.27 ms [2021-10-14 04:45:09 main:574] : INFO : Epoch 1653 | loss: 0.0311705 | val_loss: 0.031182 | Time: 4485.66 ms [2021-10-14 04:45:14 main:574] : INFO : Epoch 1654 | loss: 0.031172 | val_loss: 0.0311815 | Time: 4598.34 ms [2021-10-14 04:45:18 main:574] : INFO : Epoch 1655 | loss: 0.0311701 | val_loss: 0.0311812 | Time: 4139.03 ms [2021-10-14 04:45:22 main:574] : INFO : Epoch 1656 | loss: 0.0311712 | val_loss: 0.0311794 | Time: 4040.69 ms [2021-10-14 04:45:27 main:574] : INFO : Epoch 1657 | loss: 0.0311688 | val_loss: 0.0311803 | Time: 4298 ms [2021-10-14 04:45:31 main:574] : INFO : Epoch 1658 | loss: 0.0311682 | val_loss: 0.0311805 | Time: 4083.32 ms [2021-10-14 04:45:35 main:574] : INFO : Epoch 1659 | loss: 0.0311679 | val_loss: 0.0311808 | Time: 3903.15 ms [2021-10-14 04:45:39 main:574] : INFO : Epoch 1660 | loss: 0.0311677 | val_loss: 0.0311826 | Time: 4334.09 ms [2021-10-14 04:45:43 main:574] : INFO : Epoch 1661 | loss: 0.0311691 | val_loss: 0.0311889 | Time: 3845.11 ms [2021-10-14 04:45:47 main:574] : INFO : Epoch 1662 | loss: 0.0311699 | val_loss: 0.031182 | Time: 4243.72 ms [2021-10-14 04:45:51 main:574] : INFO : Epoch 1663 | loss: 0.0311702 | val_loss: 0.0311811 | Time: 3801.97 ms [2021-10-14 04:45:55 main:574] : INFO : Epoch 1664 | loss: 0.03117 | val_loss: 0.0311824 | Time: 4172.71 ms [2021-10-14 04:45:59 main:574] : INFO : Epoch 1665 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 4212.57 ms [2021-10-14 04:46:03 main:574] : INFO : Epoch 1666 | loss: 0.03117 | val_loss: 0.0311825 | Time: 4148.57 ms [2021-10-14 04:46:08 main:574] : INFO : Epoch 1667 | loss: 0.0311709 | val_loss: 0.0311836 | Time: 4143.71 ms [2021-10-14 04:46:12 main:574] : INFO : Epoch 1668 | loss: 0.031169 | val_loss: 0.0311806 | Time: 4133.35 ms [2021-10-14 04:46:16 main:574] : INFO : Epoch 1669 | loss: 0.0311684 | val_loss: 0.0311816 | Time: 4151.89 ms [2021-10-14 04:46:20 main:574] : INFO : Epoch 1670 | loss: 0.0311676 | val_loss: 0.0311812 | Time: 3989.2 ms [2021-10-14 04:46:24 main:574] : INFO : Epoch 1671 | loss: 0.0311686 | val_loss: 0.0311828 | Time: 4216.32 ms [2021-10-14 04:46:28 main:574] : INFO : Epoch 1672 | loss: 0.0311689 | val_loss: 0.0311802 | Time: 3934.71 ms [2021-10-14 04:46:32 main:574] : INFO : Epoch 1673 | loss: 0.031168 | val_loss: 0.0311806 | Time: 4198.73 ms [2021-10-14 04:46:37 main:574] : INFO : Epoch 1674 | loss: 0.0311671 | val_loss: 0.031181 | Time: 4413.92 ms [2021-10-14 04:46:41 main:574] : INFO : Epoch 1675 | loss: 0.0311671 | val_loss: 0.0311819 | Time: 4167.25 ms [2021-10-14 04:46:45 main:574] : INFO : Epoch 1676 | loss: 0.0311669 | val_loss: 0.0311829 | Time: 3902.44 ms [2021-10-14 04:46:49 main:574] : INFO : Epoch 1677 | loss: 0.0311679 | val_loss: 0.0311819 | Time: 3995 ms [2021-10-14 04:46:52 main:574] : INFO : Epoch 1678 | loss: 0.0311683 | val_loss: 0.03118 | Time: 3647.19 ms [2021-10-14 04:46:56 main:574] : INFO : Epoch 1679 | loss: 0.0311675 | val_loss: 0.0311819 | Time: 3930.62 ms [2021-10-14 04:47:00 main:574] : INFO : Epoch 1680 | loss: 0.0311681 | val_loss: 0.0311831 | Time: 3742.18 ms [2021-10-14 04:47:04 main:574] : INFO : Epoch 1681 | loss: 0.031167 | val_loss: 0.0311803 | Time: 4295.43 ms [2021-10-14 04:47:08 main:574] : INFO : Epoch 1682 | loss: 0.0311676 | val_loss: 0.0311797 | Time: 3860.24 ms [2021-10-14 04:47:13 main:574] : INFO : Epoch 1683 | loss: 0.0311688 | val_loss: 0.0311826 | Time: 4143.67 ms [2021-10-14 04:47:16 main:574] : INFO : Epoch 1684 | loss: 0.0311679 | val_loss: 0.0311828 | Time: 3787.94 ms [2021-10-14 04:47:20 main:574] : INFO : Epoch 1685 | loss: 0.0311678 | val_loss: 0.031183 | Time: 3854.82 ms [2021-10-14 04:47:24 main:574] : INFO : Epoch 1686 | loss: 0.0311692 | val_loss: 0.0311836 | Time: 3930.92 ms [2021-10-14 04:47:28 main:574] : INFO : Epoch 1687 | loss: 0.0311731 | val_loss: 0.0311827 | Time: 4192.96 ms [2021-10-14 04:47:32 main:574] : INFO : Epoch 1688 | loss: 0.0311743 | val_loss: 0.0311829 | Time: 4055.92 ms [2021-10-14 04:47:36 main:574] : INFO : Epoch 1689 | loss: 0.0311722 | val_loss: 0.031183 | Time: 4065.87 ms [2021-10-14 04:47:40 main:574] : INFO : Epoch 1690 | loss: 0.0311707 | val_loss: 0.0311833 | Time: 3648.6 ms [2021-10-14 04:47:44 main:574] : INFO : Epoch 1691 | loss: 0.0311736 | val_loss: 0.0311921 | Time: 3901.85 ms [2021-10-14 04:47:48 main:574] : INFO : Epoch 1692 | loss: 0.0311762 | val_loss: 0.0311851 | Time: 4091.51 ms [2021-10-14 04:47:53 main:574] : INFO : Epoch 1693 | loss: 0.0311783 | val_loss: 0.0311831 | Time: 4456.65 ms [2021-10-14 04:47:57 main:574] : INFO : Epoch 1694 | loss: 0.0311734 | val_loss: 0.0311798 | Time: 3922.16 ms [2021-10-14 04:48:00 main:574] : INFO : Epoch 1695 | loss: 0.031172 | val_loss: 0.03118 | Time: 3883.41 ms [2021-10-14 04:48:05 main:574] : INFO : Epoch 1696 | loss: 0.0311733 | val_loss: 0.0311803 | Time: 4441.82 ms [2021-10-14 04:48:09 main:574] : INFO : Epoch 1697 | loss: 0.0311711 | val_loss: 0.0311792 | Time: 3914 ms [2021-10-14 04:48:13 main:574] : INFO : Epoch 1698 | loss: 0.0311711 | val_loss: 0.0311817 | Time: 3980.23 ms [2021-10-14 04:48:18 main:574] : INFO : Epoch 1699 | loss: 0.0311705 | val_loss: 0.03118 | Time: 4810.43 ms [2021-10-14 04:48:22 main:574] : INFO : Epoch 1700 | loss: 0.0311707 | val_loss: 0.0311854 | Time: 3900.16 ms [2021-10-14 04:48:25 main:574] : INFO : Epoch 1701 | loss: 0.0311706 | val_loss: 0.0311822 | Time: 3941.39 ms [2021-10-14 04:48:29 main:574] : INFO : Epoch 1702 | loss: 0.0311696 | val_loss: 0.031182 | Time: 3997.17 ms [2021-10-14 04:48:33 main:574] : INFO : Epoch 1703 | loss: 0.0311696 | val_loss: 0.0311813 | Time: 3639.3 ms [2021-10-14 04:48:37 main:574] : INFO : Epoch 1704 | loss: 0.03117 | val_loss: 0.0311835 | Time: 3983.77 ms [2021-10-14 04:48:41 main:574] : INFO : Epoch 1705 | loss: 0.0311702 | val_loss: 0.0311824 | Time: 4014.66 ms [2021-10-14 04:48:46 main:574] : INFO : Epoch 1706 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 4294.41 ms [2021-10-14 04:48:50 main:574] : INFO : Epoch 1707 | loss: 0.0311733 | val_loss: 0.0311837 | Time: 4071.09 ms [2021-10-14 04:48:54 main:574] : INFO : Epoch 1708 | loss: 0.0311723 | val_loss: 0.0311827 | Time: 4190.09 ms [2021-10-14 04:48:58 main:574] : INFO : Epoch 1709 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 4060.63 ms [2021-10-14 04:49:02 main:574] : INFO : Epoch 1710 | loss: 0.031172 | val_loss: 0.0311805 | Time: 3893.34 ms [2021-10-14 04:49:06 main:574] : INFO : Epoch 1711 | loss: 0.0311719 | val_loss: 0.0311795 | Time: 4035.94 ms [2021-10-14 04:49:10 main:574] : INFO : Epoch 1712 | loss: 0.0311711 | val_loss: 0.0311806 | Time: 4169.9 ms [2021-10-14 04:49:14 main:574] : INFO : Epoch 1713 | loss: 0.0311708 | val_loss: 0.0311786 | Time: 3987.8 ms [2021-10-14 04:49:18 main:574] : INFO : Epoch 1714 | loss: 0.0311751 | val_loss: 0.0311799 | Time: 4439.36 ms [2021-10-14 04:49:23 main:574] : INFO : Epoch 1715 | loss: 0.031178 | val_loss: 0.0311808 | Time: 4702.44 ms [2021-10-14 04:49:27 main:574] : INFO : Epoch 1716 | loss: 0.0311771 | val_loss: 0.0311783 | Time: 4082.96 ms [2021-10-14 04:49:31 main:574] : INFO : Epoch 1717 | loss: 0.0311773 | val_loss: 0.03118 | Time: 3865.99 ms [2021-10-14 04:49:35 main:574] : INFO : Epoch 1718 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 3880.69 ms [2021-10-14 04:49:39 main:574] : INFO : Epoch 1719 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 3904.18 ms [2021-10-14 04:49:43 main:574] : INFO : Epoch 1720 | loss: 0.0311733 | val_loss: 0.0311778 | Time: 4305.56 ms [2021-10-14 04:49:47 main:574] : INFO : Epoch 1721 | loss: 0.0311734 | val_loss: 0.0311798 | Time: 4181.75 ms [2021-10-14 04:49:51 main:574] : INFO : Epoch 1722 | loss: 0.0311724 | val_loss: 0.031179 | Time: 3773.29 ms [2021-10-14 04:49:55 main:574] : INFO : Epoch 1723 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 4124.49 ms [2021-10-14 04:50:00 main:574] : INFO : Epoch 1724 | loss: 0.0311724 | val_loss: 0.0311771 | Time: 4747.28 ms [2021-10-14 04:50:04 main:574] : INFO : Epoch 1725 | loss: 0.0311721 | val_loss: 0.0311768 | Time: 4108.69 ms [2021-10-14 04:50:09 main:574] : INFO : Epoch 1726 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 4237.99 ms [2021-10-14 04:50:12 main:574] : INFO : Epoch 1727 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 3867.65 ms [2021-10-14 04:50:16 main:574] : INFO : Epoch 1728 | loss: 0.0311733 | val_loss: 0.0311801 | Time: 3991 ms [2021-10-14 04:50:21 main:574] : INFO : Epoch 1729 | loss: 0.0311739 | val_loss: 0.0311796 | Time: 4289.3 ms [2021-10-14 04:50:25 main:574] : INFO : Epoch 1730 | loss: 0.0311733 | val_loss: 0.0311777 | Time: 4167.59 ms [2021-10-14 04:50:29 main:574] : INFO : Epoch 1731 | loss: 0.0311719 | val_loss: 0.0311813 | Time: 4023.42 ms [2021-10-14 04:50:33 main:574] : INFO : Epoch 1732 | loss: 0.0311714 | val_loss: 0.031179 | Time: 4406.29 ms [2021-10-14 04:50:37 main:574] : INFO : Epoch 1733 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 3924.43 ms [2021-10-14 04:50:42 main:574] : INFO : Epoch 1734 | loss: 0.0311711 | val_loss: 0.0311814 | Time: 4429.94 ms [2021-10-14 04:50:46 main:574] : INFO : Epoch 1735 | loss: 0.0311716 | val_loss: 0.0311777 | Time: 4217 ms [2021-10-14 04:50:50 main:574] : INFO : Epoch 1736 | loss: 0.0311716 | val_loss: 0.0311781 | Time: 4178.12 ms [2021-10-14 04:50:54 main:574] : INFO : Epoch 1737 | loss: 0.0311706 | val_loss: 0.031181 | Time: 3988.68 ms [2021-10-14 04:50:59 main:574] : INFO : Epoch 1738 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 4307.22 ms [2021-10-14 04:51:03 main:574] : INFO : Epoch 1739 | loss: 0.0311707 | val_loss: 0.0311826 | Time: 3954.46 ms [2021-10-14 04:51:06 main:574] : INFO : Epoch 1740 | loss: 0.0311727 | val_loss: 0.0311894 | Time: 3847.81 ms [2021-10-14 04:51:11 main:574] : INFO : Epoch 1741 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 4316.31 ms [2021-10-14 04:51:15 main:574] : INFO : Epoch 1742 | loss: 0.0311711 | val_loss: 0.0311784 | Time: 4211.38 ms [2021-10-14 04:51:19 main:574] : INFO : Epoch 1743 | loss: 0.0311714 | val_loss: 0.0311829 | Time: 4114.89 ms [2021-10-14 04:51:24 main:574] : INFO : Epoch 1744 | loss: 0.0311708 | val_loss: 0.0311809 | Time: 4346.89 ms [2021-10-14 04:51:28 main:574] : INFO : Epoch 1745 | loss: 0.03117 | val_loss: 0.031179 | Time: 3992.09 ms [2021-10-14 04:51:32 main:574] : INFO : Epoch 1746 | loss: 0.0311715 | val_loss: 0.0311816 | Time: 4117.62 ms [2021-10-14 04:51:36 main:574] : INFO : Epoch 1747 | loss: 0.0311703 | val_loss: 0.031178 | Time: 4532.88 ms [2021-10-14 04:51:41 main:574] : INFO : Epoch 1748 | loss: 0.0311693 | val_loss: 0.0311789 | Time: 4546.51 ms [2021-10-14 04:51:45 main:574] : INFO : Epoch 1749 | loss: 0.03117 | val_loss: 0.0311789 | Time: 4216.01 ms [2021-10-14 04:51:49 main:574] : INFO : Epoch 1750 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 3961.56 ms [2021-10-14 04:51:53 main:574] : INFO : Epoch 1751 | loss: 0.0311697 | val_loss: 0.0311778 | Time: 4427 ms [2021-10-14 04:51:57 main:574] : INFO : Epoch 1752 | loss: 0.0311685 | val_loss: 0.0311781 | Time: 3942.89 ms [2021-10-14 04:52:01 main:574] : INFO : Epoch 1753 | loss: 0.0311681 | val_loss: 0.0311809 | Time: 4151.36 ms [2021-10-14 04:52:05 main:574] : INFO : Epoch 1754 | loss: 0.0311679 | val_loss: 0.0311798 | Time: 3983.65 ms [2021-10-14 04:52:09 main:574] : INFO : Epoch 1755 | loss: 0.031168 | val_loss: 0.0311789 | Time: 3831.62 ms [2021-10-14 04:52:14 main:574] : INFO : Epoch 1756 | loss: 0.0311684 | val_loss: 0.0311824 | Time: 4719.28 ms [2021-10-14 04:52:32 main:574] : INFO : Epoch 1757 | loss: 0.0311686 | val_loss: 0.0311815 | Time: 17914.7 ms [2021-10-14 04:52:35 main:574] : INFO : Epoch 1758 | loss: 0.0311694 | val_loss: 0.0311803 | Time: 3447.76 ms [2021-10-14 04:52:39 main:574] : INFO : Epoch 1759 | loss: 0.0311677 | val_loss: 0.0311792 | Time: 3457.67 ms [2021-10-14 04:52:42 main:574] : INFO : Epoch 1760 | loss: 0.0311684 | val_loss: 0.0311784 | Time: 3245.62 ms [2021-10-14 04:52:46 main:574] : INFO : Epoch 1761 | loss: 0.0311683 | val_loss: 0.0311779 | Time: 3404.38 ms [2021-10-14 04:52:49 main:574] : INFO : Epoch 1762 | loss: 0.0311685 | val_loss: 0.031178 | Time: 3428.6 ms [2021-10-14 04:52:52 main:574] : INFO : Epoch 1763 | loss: 0.0311694 | val_loss: 0.0311797 | Time: 3244.39 ms [2021-10-14 04:52:56 main:574] : INFO : Epoch 1764 | loss: 0.0311688 | val_loss: 0.0311781 | Time: 3409.06 ms [2021-10-14 04:52:59 main:574] : INFO : Epoch 1765 | loss: 0.0311682 | val_loss: 0.0311833 | Time: 3460.37 ms [2021-10-14 04:53:03 main:574] : INFO : Epoch 1766 | loss: 0.0311718 | val_loss: 0.0311855 | Time: 3376.83 ms [2021-10-14 04:53:06 main:574] : INFO : Epoch 1767 | loss: 0.0311715 | val_loss: 0.0311821 | Time: 3499.77 ms [2021-10-14 04:53:09 main:574] : INFO : Epoch 1768 | loss: 0.0311692 | val_loss: 0.0311789 | Time: 3353.62 ms [2021-10-14 04:53:13 main:574] : INFO : Epoch 1769 | loss: 0.0311671 | val_loss: 0.0311791 | Time: 3253.73 ms [2021-10-14 04:53:16 main:574] : INFO : Epoch 1770 | loss: 0.0311662 | val_loss: 0.0311791 | Time: 3306.4 ms [2021-10-14 04:53:19 main:574] : INFO : Epoch 1771 | loss: 0.0311664 | val_loss: 0.0311793 | Time: 3321.6 ms [2021-10-14 04:53:23 main:574] : INFO : Epoch 1772 | loss: 0.0311676 | val_loss: 0.0311808 | Time: 3154.35 ms [2021-10-14 04:53:26 main:574] : INFO : Epoch 1773 | loss: 0.0311667 | val_loss: 0.0311802 | Time: 3497.05 ms [2021-10-14 04:53:29 main:574] : INFO : Epoch 1774 | loss: 0.0311681 | val_loss: 0.0311795 | Time: 3362.91 ms [2021-10-14 04:53:33 main:574] : INFO : Epoch 1775 | loss: 0.031166 | val_loss: 0.03118 | Time: 3362.92 ms [2021-10-14 04:53:36 main:574] : INFO : Epoch 1776 | loss: 0.0311675 | val_loss: 0.031179 | Time: 3361.53 ms [2021-10-14 04:53:40 main:574] : INFO : Epoch 1777 | loss: 0.0311677 | val_loss: 0.0311795 | Time: 3429.52 ms [2021-10-14 04:53:43 main:574] : INFO : Epoch 1778 | loss: 0.0311672 | val_loss: 0.0311779 | Time: 3449.04 ms [2021-10-14 04:53:47 main:574] : INFO : Epoch 1779 | loss: 0.0311681 | val_loss: 0.0311787 | Time: 3577.45 ms [2021-10-14 04:53:50 main:574] : INFO : Epoch 1780 | loss: 0.0311678 | val_loss: 0.0311802 | Time: 3223.63 ms [2021-10-14 04:53:53 main:574] : INFO : Epoch 1781 | loss: 0.031167 | val_loss: 0.0311794 | Time: 3381.86 ms [2021-10-14 04:53:57 main:574] : INFO : Epoch 1782 | loss: 0.0311668 | val_loss: 0.0311797 | Time: 3579.17 ms [2021-10-14 04:54:00 main:574] : INFO : Epoch 1783 | loss: 0.0311659 | val_loss: 0.0311828 | Time: 3164.8 ms [2021-10-14 04:54:04 main:574] : INFO : Epoch 1784 | loss: 0.0311667 | val_loss: 0.0311799 | Time: 3419.48 ms [2021-10-14 04:54:07 main:574] : INFO : Epoch 1785 | loss: 0.0311687 | val_loss: 0.031197 | Time: 3423.87 ms [2021-10-14 04:54:10 main:574] : INFO : Epoch 1786 | loss: 0.0311736 | val_loss: 0.0311836 | Time: 3297.99 ms [2021-10-14 04:54:14 main:574] : INFO : Epoch 1787 | loss: 0.0311709 | val_loss: 0.0311796 | Time: 3445.74 ms [2021-10-14 04:54:17 main:574] : INFO : Epoch 1788 | loss: 0.0311693 | val_loss: 0.0311786 | Time: 3423.71 ms [2021-10-14 04:54:20 main:574] : INFO : Epoch 1789 | loss: 0.0311706 | val_loss: 0.0311812 | Time: 3196.95 ms [2021-10-14 04:54:24 main:574] : INFO : Epoch 1790 | loss: 0.0311683 | val_loss: 0.0311785 | Time: 3357.74 ms [2021-10-14 04:54:27 main:574] : INFO : Epoch 1791 | loss: 0.0311688 | val_loss: 0.031183 | Time: 3467.17 ms [2021-10-14 04:54:30 main:574] : INFO : Epoch 1792 | loss: 0.0311702 | val_loss: 0.0311809 | Time: 3168.55 ms [2021-10-14 04:54:34 main:574] : INFO : Epoch 1793 | loss: 0.0311681 | val_loss: 0.0311811 | Time: 3360.65 ms [2021-10-14 04:54:37 main:574] : INFO : Epoch 1794 | loss: 0.0311674 | val_loss: 0.03118 | Time: 3417.69 ms [2021-10-14 04:54:40 main:574] : INFO : Epoch 1795 | loss: 0.0311686 | val_loss: 0.0311803 | Time: 3194.25 ms [2021-10-14 04:54:44 main:574] : INFO : Epoch 1796 | loss: 0.0311669 | val_loss: 0.0311787 | Time: 3451.71 ms [2021-10-14 04:54:47 main:574] : INFO : Epoch 1797 | loss: 0.0311665 | val_loss: 0.0311789 | Time: 3417.36 ms [2021-10-14 04:54:51 main:574] : INFO : Epoch 1798 | loss: 0.031166 | val_loss: 0.0311789 | Time: 3348.4 ms [2021-10-14 04:54:54 main:574] : INFO : Epoch 1799 | loss: 0.031165 | val_loss: 0.0311786 | Time: 3440.42 ms [2021-10-14 04:54:57 main:574] : INFO : Epoch 1800 | loss: 0.0311652 | val_loss: 0.0311793 | Time: 3330.57 ms [2021-10-14 04:55:01 main:574] : INFO : Epoch 1801 | loss: 0.0311648 | val_loss: 0.031181 | Time: 3541 ms [2021-10-14 04:55:05 main:574] : INFO : Epoch 1802 | loss: 0.0311649 | val_loss: 0.0311799 | Time: 3754.52 ms [2021-10-14 04:55:08 main:574] : INFO : Epoch 1803 | loss: 0.0311653 | val_loss: 0.0311834 | Time: 3175.53 ms [2021-10-14 04:55:12 main:574] : INFO : Epoch 1804 | loss: 0.0311705 | val_loss: 0.0311887 | Time: 3527.97 ms [2021-10-14 04:55:15 main:574] : INFO : Epoch 1805 | loss: 0.0311674 | val_loss: 0.0311785 | Time: 3495.24 ms [2021-10-14 04:55:19 main:574] : INFO : Epoch 1806 | loss: 0.0311636 | val_loss: 0.0311795 | Time: 3485.8 ms [2021-10-14 04:55:22 main:574] : INFO : Epoch 1807 | loss: 0.0311634 | val_loss: 0.0311795 | Time: 3739.16 ms [2021-10-14 04:55:26 main:574] : INFO : Epoch 1808 | loss: 0.0311631 | val_loss: 0.0311797 | Time: 3307.59 ms [2021-10-14 04:55:29 main:574] : INFO : Epoch 1809 | loss: 0.0311637 | val_loss: 0.0311792 | Time: 3534.78 ms [2021-10-14 04:55:33 main:574] : INFO : Epoch 1810 | loss: 0.031164 | val_loss: 0.0311835 | Time: 3400.43 ms [2021-10-14 04:55:36 main:574] : INFO : Epoch 1811 | loss: 0.0311682 | val_loss: 0.0311796 | Time: 3455.31 ms [2021-10-14 04:55:39 main:574] : INFO : Epoch 1812 | loss: 0.0311695 | val_loss: 0.0311794 | Time: 3336.83 ms [2021-10-14 04:55:43 main:574] : INFO : Epoch 1813 | loss: 0.0311682 | val_loss: 0.0311827 | Time: 3519.38 ms [2021-10-14 04:55:46 main:574] : INFO : Epoch 1814 | loss: 0.031167 | val_loss: 0.0311841 | Time: 3473.89 ms [2021-10-14 04:55:50 main:574] : INFO : Epoch 1815 | loss: 0.0311669 | val_loss: 0.0311821 | Time: 3443.87 ms [2021-10-14 04:55:53 main:574] : INFO : Epoch 1816 | loss: 0.0311667 | val_loss: 0.0311818 | Time: 3269.23 ms [2021-10-14 04:55:57 main:574] : INFO : Epoch 1817 | loss: 0.0311682 | val_loss: 0.0311856 | Time: 3352.63 ms [2021-10-14 04:56:00 main:574] : INFO : Epoch 1818 | loss: 0.0311673 | val_loss: 0.0311856 | Time: 3557.3 ms [2021-10-14 04:56:03 main:574] : INFO : Epoch 1819 | loss: 0.0311653 | val_loss: 0.0311804 | Time: 3210.56 ms [2021-10-14 04:56:07 main:574] : INFO : Epoch 1820 | loss: 0.0311654 | val_loss: 0.0311787 | Time: 3501.69 ms [2021-10-14 04:56:10 main:574] : INFO : Epoch 1821 | loss: 0.0311716 | val_loss: 0.0311779 | Time: 3445.08 ms [2021-10-14 04:56:14 main:574] : INFO : Epoch 1822 | loss: 0.0311701 | val_loss: 0.0311785 | Time: 3274.9 ms [2021-10-14 04:56:18 main:574] : INFO : Epoch 1823 | loss: 0.0311707 | val_loss: 0.0311842 | Time: 4108.02 ms [2021-10-14 04:56:21 main:574] : INFO : Epoch 1824 | loss: 0.0311704 | val_loss: 0.0311781 | Time: 3230.13 ms [2021-10-14 04:56:25 main:574] : INFO : Epoch 1825 | loss: 0.0311697 | val_loss: 0.0311793 | Time: 3568.53 ms [2021-10-14 04:56:28 main:574] : INFO : Epoch 1826 | loss: 0.0311702 | val_loss: 0.0311822 | Time: 3444.67 ms [2021-10-14 04:56:31 main:574] : INFO : Epoch 1827 | loss: 0.0311687 | val_loss: 0.03118 | Time: 3254.12 ms [2021-10-14 04:56:35 main:574] : INFO : Epoch 1828 | loss: 0.0311704 | val_loss: 0.03118 | Time: 3525.97 ms [2021-10-14 04:56:38 main:574] : INFO : Epoch 1829 | loss: 0.0311707 | val_loss: 0.0311784 | Time: 3331.65 ms [2021-10-14 04:56:42 main:574] : INFO : Epoch 1830 | loss: 0.0311716 | val_loss: 0.031179 | Time: 3381.46 ms [2021-10-14 04:56:45 main:574] : INFO : Epoch 1831 | loss: 0.0311722 | val_loss: 0.0311786 | Time: 3579.93 ms [2021-10-14 04:56:49 main:574] : INFO : Epoch 1832 | loss: 0.0311689 | val_loss: 0.0311795 | Time: 3550.07 ms [2021-10-14 04:56:52 main:574] : INFO : Epoch 1833 | loss: 0.0311693 | val_loss: 0.0311799 | Time: 3607.89 ms [2021-10-14 04:56:56 main:574] : INFO : Epoch 1834 | loss: 0.0311675 | val_loss: 0.03118 | Time: 3716.63 ms [2021-10-14 04:57:00 main:574] : INFO : Epoch 1835 | loss: 0.0311688 | val_loss: 0.0311871 | Time: 3760.89 ms [2021-10-14 04:57:03 main:574] : INFO : Epoch 1836 | loss: 0.03117 | val_loss: 0.0311811 | Time: 3555.89 ms [2021-10-14 04:57:07 main:574] : INFO : Epoch 1837 | loss: 0.0311691 | val_loss: 0.0311799 | Time: 3672.84 ms [2021-10-14 04:57:11 main:574] : INFO : Epoch 1838 | loss: 0.031166 | val_loss: 0.031179 | Time: 3950.88 ms [2021-10-14 04:57:15 main:574] : INFO : Epoch 1839 | loss: 0.0311659 | val_loss: 0.0311791 | Time: 4163.73 ms [2021-10-14 04:57:20 main:574] : INFO : Epoch 1840 | loss: 0.0311656 | val_loss: 0.0311826 | Time: 4351.5 ms [2021-10-14 04:57:23 main:574] : INFO : Epoch 1841 | loss: 0.0311673 | val_loss: 0.0311789 | Time: 3750.42 ms [2021-10-14 04:57:27 main:574] : INFO : Epoch 1842 | loss: 0.031166 | val_loss: 0.0311789 | Time: 3632.08 ms [2021-10-14 04:57:31 main:574] : INFO : Epoch 1843 | loss: 0.0311652 | val_loss: 0.0311786 | Time: 3888.76 ms [2021-10-14 04:57:35 main:574] : INFO : Epoch 1844 | loss: 0.0311667 | val_loss: 0.0311816 | Time: 3989.69 ms [2021-10-14 04:57:39 main:574] : INFO : Epoch 1845 | loss: 0.0311654 | val_loss: 0.03118 | Time: 4338.91 ms [2021-10-14 04:57:43 main:574] : INFO : Epoch 1846 | loss: 0.0311655 | val_loss: 0.0311781 | Time: 3973.75 ms [2021-10-14 04:57:48 main:574] : INFO : Epoch 1847 | loss: 0.0311647 | val_loss: 0.0311786 | Time: 4693.15 ms [2021-10-14 04:57:51 main:574] : INFO : Epoch 1848 | loss: 0.0311647 | val_loss: 0.0311785 | Time: 3492.85 ms [2021-10-14 04:57:55 main:574] : INFO : Epoch 1849 | loss: 0.031164 | val_loss: 0.0311787 | Time: 3722.9 ms [2021-10-14 04:57:59 main:574] : INFO : Epoch 1850 | loss: 0.0311635 | val_loss: 0.0311792 | Time: 3486.29 ms [2021-10-14 04:58:02 main:574] : INFO : Epoch 1851 | loss: 0.0311644 | val_loss: 0.0311783 | Time: 3308.99 ms [2021-10-14 04:58:06 main:574] : INFO : Epoch 1852 | loss: 0.0311644 | val_loss: 0.0311815 | Time: 3659.33 ms [2021-10-14 04:58:09 main:574] : INFO : Epoch 1853 | loss: 0.0311654 | val_loss: 0.0311794 | Time: 3358.7 ms [2021-10-14 04:58:13 main:574] : INFO : Epoch 1854 | loss: 0.0311649 | val_loss: 0.0311797 | Time: 3619.76 ms [2021-10-14 04:58:16 main:574] : INFO : Epoch 1855 | loss: 0.031165 | val_loss: 0.0311828 | Time: 3483.54 ms [2021-10-14 04:58:20 main:574] : INFO : Epoch 1856 | loss: 0.0311652 | val_loss: 0.0311793 | Time: 3450.06 ms [2021-10-14 04:58:23 main:574] : INFO : Epoch 1857 | loss: 0.0311635 | val_loss: 0.0311787 | Time: 3533.22 ms [2021-10-14 04:58:27 main:574] : INFO : Epoch 1858 | loss: 0.0311651 | val_loss: 0.0311797 | Time: 3399.67 ms [2021-10-14 04:58:30 main:574] : INFO : Epoch 1859 | loss: 0.0311673 | val_loss: 0.0311825 | Time: 3436.65 ms [2021-10-14 04:58:33 main:574] : INFO : Epoch 1860 | loss: 0.0311677 | val_loss: 0.0311784 | Time: 3475.48 ms [2021-10-14 04:58:37 main:574] : INFO : Epoch 1861 | loss: 0.0311651 | val_loss: 0.0311793 | Time: 3392.88 ms [2021-10-14 04:58:40 main:574] : INFO : Epoch 1862 | loss: 0.0311645 | val_loss: 0.0311827 | Time: 3514.83 ms [2021-10-14 04:58:44 main:574] : INFO : Epoch 1863 | loss: 0.031164 | val_loss: 0.0311782 | Time: 3491.53 ms [2021-10-14 04:58:48 main:574] : INFO : Epoch 1864 | loss: 0.0311639 | val_loss: 0.0311785 | Time: 3572.69 ms [2021-10-14 04:58:51 main:574] : INFO : Epoch 1865 | loss: 0.0311634 | val_loss: 0.0311798 | Time: 3540.83 ms [2021-10-14 04:58:54 main:574] : INFO : Epoch 1866 | loss: 0.0311634 | val_loss: 0.031179 | Time: 3363.62 ms [2021-10-14 04:58:58 main:574] : INFO : Epoch 1867 | loss: 0.0311637 | val_loss: 0.0311783 | Time: 3600.13 ms [2021-10-14 04:59:01 main:574] : INFO : Epoch 1868 | loss: 0.0311651 | val_loss: 0.0311786 | Time: 3356.49 ms [2021-10-14 04:59:05 main:574] : INFO : Epoch 1869 | loss: 0.0311662 | val_loss: 0.0311799 | Time: 3266.97 ms [2021-10-14 04:59:08 main:574] : INFO : Epoch 1870 | loss: 0.0311629 | val_loss: 0.0311794 | Time: 3372.49 ms [2021-10-14 04:59:11 main:574] : INFO : Epoch 1871 | loss: 0.0311629 | val_loss: 0.031179 | Time: 3336.99 ms [2021-10-14 04:59:15 main:574] : INFO : Epoch 1872 | loss: 0.0311629 | val_loss: 0.031178 | Time: 3188.11 ms [2021-10-14 04:59:18 main:574] : INFO : Epoch 1873 | loss: 0.0311619 | val_loss: 0.0311799 | Time: 3369.72 ms [2021-10-14 04:59:21 main:574] : INFO : Epoch 1874 | loss: 0.0311613 | val_loss: 0.0311806 | Time: 3398.33 ms [2021-10-14 04:59:25 main:574] : INFO : Epoch 1875 | loss: 0.0311622 | val_loss: 0.0311791 | Time: 3423.39 ms [2021-10-14 04:59:28 main:574] : INFO : Epoch 1876 | loss: 0.0311626 | val_loss: 0.0311783 | Time: 3299.98 ms [2021-10-14 04:59:32 main:574] : INFO : Epoch 1877 | loss: 0.0311629 | val_loss: 0.0311787 | Time: 3405.81 ms [2021-10-14 04:59:35 main:574] : INFO : Epoch 1878 | loss: 0.0311624 | val_loss: 0.0311785 | Time: 3389.87 ms [2021-10-14 04:59:38 main:574] : INFO : Epoch 1879 | loss: 0.0311638 | val_loss: 0.031182 | Time: 3499.12 ms [2021-10-14 04:59:42 main:574] : INFO : Epoch 1880 | loss: 0.0311628 | val_loss: 0.0311789 | Time: 3394.56 ms [2021-10-14 04:59:45 main:574] : INFO : Epoch 1881 | loss: 0.0311625 | val_loss: 0.0311785 | Time: 3468.9 ms [2021-10-14 04:59:49 main:574] : INFO : Epoch 1882 | loss: 0.0311617 | val_loss: 0.0311792 | Time: 3471.19 ms [2021-10-14 04:59:52 main:574] : INFO : Epoch 1883 | loss: 0.0311634 | val_loss: 0.0311789 | Time: 3276.04 ms [2021-10-14 04:59:56 main:574] : INFO : Epoch 1884 | loss: 0.031166 | val_loss: 0.0311783 | Time: 3490.91 ms [2021-10-14 04:59:59 main:574] : INFO : Epoch 1885 | loss: 0.0311662 | val_loss: 0.031181 | Time: 3509.16 ms [2021-10-14 05:00:03 main:574] : INFO : Epoch 1886 | loss: 0.0311634 | val_loss: 0.0311795 | Time: 3452.12 ms [2021-10-14 05:00:06 main:574] : INFO : Epoch 1887 | loss: 0.0311613 | val_loss: 0.0311791 | Time: 3424.27 ms [2021-10-14 05:00:09 main:574] : INFO : Epoch 1888 | loss: 0.0311624 | val_loss: 0.0311782 | Time: 3335.05 ms [2021-10-14 05:00:13 main:574] : INFO : Epoch 1889 | loss: 0.0311607 | val_loss: 0.0311809 | Time: 3394.68 ms [2021-10-14 05:00:16 main:574] : INFO : Epoch 1890 | loss: 0.0311609 | val_loss: 0.0311786 | Time: 3529.28 ms [2021-10-14 05:00:20 main:574] : INFO : Epoch 1891 | loss: 0.0311611 | val_loss: 0.0311785 | Time: 3402.02 ms [2021-10-14 05:00:23 main:574] : INFO : Epoch 1892 | loss: 0.0311606 | val_loss: 0.0311798 | Time: 3520.38 ms [2021-10-14 05:00:27 main:574] : INFO : Epoch 1893 | loss: 0.0311602 | val_loss: 0.0311788 | Time: 3586.4 ms [2021-10-14 05:00:30 main:574] : INFO : Epoch 1894 | loss: 0.0311599 | val_loss: 0.0311791 | Time: 3338.28 ms [2021-10-14 05:00:34 main:574] : INFO : Epoch 1895 | loss: 0.0311623 | val_loss: 0.0311824 | Time: 3397.82 ms [2021-10-14 05:00:37 main:574] : INFO : Epoch 1896 | loss: 0.0311604 | val_loss: 0.0311813 | Time: 3393.56 ms [2021-10-14 05:00:40 main:574] : INFO : Epoch 1897 | loss: 0.0311604 | val_loss: 0.0311783 | Time: 3348.87 ms [2021-10-14 05:00:44 main:574] : INFO : Epoch 1898 | loss: 0.0311606 | val_loss: 0.0311794 | Time: 3359.79 ms [2021-10-14 05:00:47 main:574] : INFO : Epoch 1899 | loss: 0.031161 | val_loss: 0.0311792 | Time: 3262.45 ms [2021-10-14 05:00:50 main:574] : INFO : Epoch 1900 | loss: 0.0311602 | val_loss: 0.0311798 | Time: 3249.05 ms [2021-10-14 05:00:54 main:574] : INFO : Epoch 1901 | loss: 0.0311604 | val_loss: 0.0311782 | Time: 3439.76 ms [2021-10-14 05:00:57 main:574] : INFO : Epoch 1902 | loss: 0.0311602 | val_loss: 0.0311812 | Time: 3407.23 ms [2021-10-14 05:01:01 main:574] : INFO : Epoch 1903 | loss: 0.0311599 | val_loss: 0.0311795 | Time: 3267.62 ms [2021-10-14 05:01:04 main:574] : INFO : Epoch 1904 | loss: 0.0311596 | val_loss: 0.0311788 | Time: 3409.49 ms [2021-10-14 05:01:07 main:574] : INFO : Epoch 1905 | loss: 0.0311596 | val_loss: 0.0311801 | Time: 3222.71 ms [2021-10-14 05:01:10 main:574] : INFO : Epoch 1906 | loss: 0.0311617 | val_loss: 0.0311814 | Time: 3257.22 ms [2021-10-14 05:01:14 main:574] : INFO : Epoch 1907 | loss: 0.0311623 | val_loss: 0.0311811 | Time: 3358.46 ms [2021-10-14 05:01:17 main:574] : INFO : Epoch 1908 | loss: 0.0311612 | val_loss: 0.0311837 | Time: 3571.03 ms [2021-10-14 05:01:21 main:574] : INFO : Epoch 1909 | loss: 0.0311626 | val_loss: 0.0311805 | Time: 3370.64 ms [2021-10-14 05:01:24 main:574] : INFO : Epoch 1910 | loss: 0.0311598 | val_loss: 0.0311801 | Time: 3511.04 ms [2021-10-14 05:01:28 main:574] : INFO : Epoch 1911 | loss: 0.03116 | val_loss: 0.0311817 | Time: 3401.48 ms [2021-10-14 05:01:31 main:574] : INFO : Epoch 1912 | loss: 0.031163 | val_loss: 0.0311799 | Time: 3513.52 ms [2021-10-14 05:01:35 main:574] : INFO : Epoch 1913 | loss: 0.0311706 | val_loss: 0.0311788 | Time: 3504.19 ms [2021-10-14 05:01:38 main:574] : INFO : Epoch 1914 | loss: 0.0311765 | val_loss: 0.0311827 | Time: 3406.53 ms [2021-10-14 05:01:42 main:574] : INFO : Epoch 1915 | loss: 0.0311763 | val_loss: 0.0311827 | Time: 3464.26 ms [2021-10-14 05:01:45 main:574] : INFO : Epoch 1916 | loss: 0.031174 | val_loss: 0.0311791 | Time: 3319.15 ms [2021-10-14 05:01:48 main:574] : INFO : Epoch 1917 | loss: 0.0311741 | val_loss: 0.031177 | Time: 3328.03 ms [2021-10-14 05:01:52 main:574] : INFO : Epoch 1918 | loss: 0.0311727 | val_loss: 0.0311772 | Time: 3323.52 ms [2021-10-14 05:01:55 main:574] : INFO : Epoch 1919 | loss: 0.0311718 | val_loss: 0.0311761 | Time: 3296.52 ms [2021-10-14 05:01:58 main:574] : INFO : Epoch 1920 | loss: 0.0311752 | val_loss: 0.0311853 | Time: 3244.44 ms [2021-10-14 05:02:02 main:574] : INFO : Epoch 1921 | loss: 0.0311782 | val_loss: 0.031182 | Time: 3481.15 ms [2021-10-14 05:02:05 main:574] : INFO : Epoch 1922 | loss: 0.0311748 | val_loss: 0.031177 | Time: 3377.66 ms [2021-10-14 05:02:08 main:574] : INFO : Epoch 1923 | loss: 0.0311735 | val_loss: 0.0311762 | Time: 3270.18 ms [2021-10-14 05:02:12 main:574] : INFO : Epoch 1924 | loss: 0.0311741 | val_loss: 0.0311802 | Time: 3484.47 ms [2021-10-14 05:02:15 main:574] : INFO : Epoch 1925 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 3355.18 ms [2021-10-14 05:02:19 main:574] : INFO : Epoch 1926 | loss: 0.0311713 | val_loss: 0.0311748 | Time: 3276.48 ms [2021-10-14 05:02:22 main:574] : INFO : Epoch 1927 | loss: 0.0311712 | val_loss: 0.0311762 | Time: 3448.06 ms [2021-10-14 05:02:25 main:574] : INFO : Epoch 1928 | loss: 0.0311723 | val_loss: 0.0311765 | Time: 3280.05 ms [2021-10-14 05:02:29 main:574] : INFO : Epoch 1929 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 3314.08 ms [2021-10-14 05:02:32 main:574] : INFO : Epoch 1930 | loss: 0.0311713 | val_loss: 0.0311804 | Time: 3473.54 ms [2021-10-14 05:02:35 main:574] : INFO : Epoch 1931 | loss: 0.0311737 | val_loss: 0.03118 | Time: 3296.75 ms [2021-10-14 05:02:39 main:574] : INFO : Epoch 1932 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 3455.82 ms [2021-10-14 05:02:42 main:574] : INFO : Epoch 1933 | loss: 0.031173 | val_loss: 0.0311785 | Time: 3521.75 ms [2021-10-14 05:02:46 main:574] : INFO : Epoch 1934 | loss: 0.031171 | val_loss: 0.0311772 | Time: 3309.39 ms [2021-10-14 05:02:49 main:574] : INFO : Epoch 1935 | loss: 0.0311722 | val_loss: 0.0311803 | Time: 3494.06 ms [2021-10-14 05:02:53 main:574] : INFO : Epoch 1936 | loss: 0.0311715 | val_loss: 0.031181 | Time: 3524.57 ms [2021-10-14 05:02:56 main:574] : INFO : Epoch 1937 | loss: 0.0311707 | val_loss: 0.0311831 | Time: 3585.53 ms [2021-10-14 05:03:00 main:574] : INFO : Epoch 1938 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 3595.41 ms [2021-10-14 05:03:03 main:574] : INFO : Epoch 1939 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 3317.91 ms [2021-10-14 05:03:07 main:574] : INFO : Epoch 1940 | loss: 0.0311694 | val_loss: 0.0311803 | Time: 3717.02 ms [2021-10-14 05:03:10 main:574] : INFO : Epoch 1941 | loss: 0.0311705 | val_loss: 0.0311805 | Time: 3469.05 ms [2021-10-14 05:03:14 main:574] : INFO : Epoch 1942 | loss: 0.0311692 | val_loss: 0.0311806 | Time: 3633.31 ms [2021-10-14 05:03:18 main:574] : INFO : Epoch 1943 | loss: 0.0311676 | val_loss: 0.0311832 | Time: 3626.86 ms [2021-10-14 05:03:21 main:574] : INFO : Epoch 1944 | loss: 0.0311702 | val_loss: 0.0311793 | Time: 3367.23 ms [2021-10-14 05:03:25 main:574] : INFO : Epoch 1945 | loss: 0.0311685 | val_loss: 0.0311801 | Time: 3568.05 ms [2021-10-14 05:03:28 main:574] : INFO : Epoch 1946 | loss: 0.0311699 | val_loss: 0.0311802 | Time: 3483.31 ms [2021-10-14 05:03:33 main:574] : INFO : Epoch 1947 | loss: 0.031168 | val_loss: 0.031178 | Time: 4582.78 ms [2021-10-14 05:03:37 main:574] : INFO : Epoch 1948 | loss: 0.0311674 | val_loss: 0.0311784 | Time: 4119.94 ms [2021-10-14 05:03:41 main:574] : INFO : Epoch 1949 | loss: 0.031166 | val_loss: 0.0311782 | Time: 3779.39 ms [2021-10-14 05:03:46 main:574] : INFO : Epoch 1950 | loss: 0.0311664 | val_loss: 0.0311807 | Time: 4745.78 ms [2021-10-14 05:03:53 main:574] : INFO : Epoch 1951 | loss: 0.0311669 | val_loss: 0.0311794 | Time: 7520.38 ms [2021-10-14 05:04:07 main:574] : INFO : Epoch 1952 | loss: 0.0311675 | val_loss: 0.0311831 | Time: 14417.2 ms [2021-10-14 05:04:10 main:574] : INFO : Epoch 1953 | loss: 0.031171 | val_loss: 0.0311821 | Time: 3020.89 ms [2021-10-14 05:04:13 main:574] : INFO : Epoch 1954 | loss: 0.0311709 | val_loss: 0.03118 | Time: 2956.53 ms [2021-10-14 05:04:17 main:574] : INFO : Epoch 1955 | loss: 0.0311728 | val_loss: 0.0311778 | Time: 3076.24 ms [2021-10-14 05:04:20 main:574] : INFO : Epoch 1956 | loss: 0.0311699 | val_loss: 0.0311784 | Time: 2996.31 ms [2021-10-14 05:04:23 main:574] : INFO : Epoch 1957 | loss: 0.0311684 | val_loss: 0.031179 | Time: 3040.6 ms [2021-10-14 05:04:26 main:574] : INFO : Epoch 1958 | loss: 0.0311684 | val_loss: 0.0311786 | Time: 3068.23 ms [2021-10-14 05:04:29 main:574] : INFO : Epoch 1959 | loss: 0.0311685 | val_loss: 0.0311797 | Time: 2956.93 ms [2021-10-14 05:04:32 main:574] : INFO : Epoch 1960 | loss: 0.0311714 | val_loss: 0.0311793 | Time: 3309.56 ms [2021-10-14 05:04:35 main:574] : INFO : Epoch 1961 | loss: 0.0311717 | val_loss: 0.031181 | Time: 3105.18 ms [2021-10-14 05:04:38 main:574] : INFO : Epoch 1962 | loss: 0.0311692 | val_loss: 0.0311817 | Time: 3018.6 ms [2021-10-14 05:04:41 main:574] : INFO : Epoch 1963 | loss: 0.0311688 | val_loss: 0.031179 | Time: 2906.59 ms [2021-10-14 05:04:44 main:574] : INFO : Epoch 1964 | loss: 0.031169 | val_loss: 0.0311831 | Time: 3042.26 ms [2021-10-14 05:04:47 main:574] : INFO : Epoch 1965 | loss: 0.0311684 | val_loss: 0.0311794 | Time: 3182.49 ms [2021-10-14 05:04:50 main:574] : INFO : Epoch 1966 | loss: 0.0311685 | val_loss: 0.0311787 | Time: 3105.06 ms [2021-10-14 05:04:53 main:574] : INFO : Epoch 1967 | loss: 0.0311685 | val_loss: 0.0311803 | Time: 3040.88 ms [2021-10-14 05:04:57 main:574] : INFO : Epoch 1968 | loss: 0.0311674 | val_loss: 0.0311798 | Time: 3110.52 ms [2021-10-14 05:05:00 main:574] : INFO : Epoch 1969 | loss: 0.0311671 | val_loss: 0.0311809 | Time: 3186.61 ms [2021-10-14 05:05:03 main:574] : INFO : Epoch 1970 | loss: 0.0311667 | val_loss: 0.0311798 | Time: 3125.35 ms [2021-10-14 05:05:06 main:574] : INFO : Epoch 1971 | loss: 0.0311666 | val_loss: 0.0311837 | Time: 2972.29 ms [2021-10-14 05:05:09 main:574] : INFO : Epoch 1972 | loss: 0.0311678 | val_loss: 0.03118 | Time: 2993.04 ms [2021-10-14 05:05:12 main:574] : INFO : Epoch 1973 | loss: 0.0311669 | val_loss: 0.0311817 | Time: 3096.99 ms [2021-10-14 05:05:15 main:574] : INFO : Epoch 1974 | loss: 0.031166 | val_loss: 0.0311876 | Time: 3139.89 ms [2021-10-14 05:05:18 main:574] : INFO : Epoch 1975 | loss: 0.0311678 | val_loss: 0.0311844 | Time: 3027.6 ms [2021-10-14 05:05:21 main:574] : INFO : Epoch 1976 | loss: 0.0311673 | val_loss: 0.031183 | Time: 2932.16 ms [2021-10-14 05:05:24 main:574] : INFO : Epoch 1977 | loss: 0.0311668 | val_loss: 0.0311837 | Time: 2979.64 ms [2021-10-14 05:05:27 main:574] : INFO : Epoch 1978 | loss: 0.031168 | val_loss: 0.03118 | Time: 3047.3 ms [2021-10-14 05:05:30 main:574] : INFO : Epoch 1979 | loss: 0.0311686 | val_loss: 0.0311867 | Time: 3144.71 ms [2021-10-14 05:05:33 main:574] : INFO : Epoch 1980 | loss: 0.0311686 | val_loss: 0.0311837 | Time: 3005.53 ms [2021-10-14 05:05:36 main:574] : INFO : Epoch 1981 | loss: 0.0311686 | val_loss: 0.0311843 | Time: 2942 ms [2021-10-14 05:05:40 main:574] : INFO : Epoch 1982 | loss: 0.0311692 | val_loss: 0.0311831 | Time: 3201.74 ms [2021-10-14 05:05:43 main:574] : INFO : Epoch 1983 | loss: 0.0311689 | val_loss: 0.0311849 | Time: 3150.41 ms [2021-10-14 05:05:46 main:574] : INFO : Epoch 1984 | loss: 0.031169 | val_loss: 0.0311876 | Time: 2993.95 ms [2021-10-14 05:05:49 main:574] : INFO : Epoch 1985 | loss: 0.0323474 | val_loss: 0.0316223 | Time: 2927.22 ms [2021-10-14 05:05:52 main:574] : INFO : Epoch 1986 | loss: 0.0365886 | val_loss: 0.0323912 | Time: 2957.31 ms [2021-10-14 05:05:55 main:574] : INFO : Epoch 1987 | loss: 0.0323259 | val_loss: 0.0314822 | Time: 3266.7 ms [2021-10-14 05:05:58 main:574] : INFO : Epoch 1988 | loss: 0.0313789 | val_loss: 0.0313022 | Time: 3116.91 ms [2021-10-14 05:06:01 main:574] : INFO : Epoch 1989 | loss: 0.0312606 | val_loss: 0.0312485 | Time: 2960.64 ms [2021-10-14 05:06:04 main:574] : INFO : Epoch 1990 | loss: 0.0312374 | val_loss: 0.031231 | Time: 3021.6 ms [2021-10-14 05:06:07 main:574] : INFO : Epoch 1991 | loss: 0.0312287 | val_loss: 0.0312251 | Time: 3028.19 ms [2021-10-14 05:06:10 main:574] : INFO : Epoch 1992 | loss: 0.0312234 | val_loss: 0.0312193 | Time: 2997.48 ms [2021-10-14 05:06:13 main:574] : INFO : Epoch 1993 | loss: 0.0312169 | val_loss: 0.0312128 | Time: 3066.86 ms [2021-10-14 05:06:16 main:574] : INFO : Epoch 1994 | loss: 0.0312099 | val_loss: 0.0312057 | Time: 3056.18 ms [2021-10-14 05:06:19 main:574] : INFO : Epoch 1995 | loss: 0.0312027 | val_loss: 0.0312 | Time: 3189.08 ms [2021-10-14 05:06:23 main:574] : INFO : Epoch 1996 | loss: 0.031197 | val_loss: 0.0311932 | Time: 3108.73 ms [2021-10-14 05:06:26 main:574] : INFO : Epoch 1997 | loss: 0.0311931 | val_loss: 0.0311918 | Time: 3104.77 ms [2021-10-14 05:06:29 main:574] : INFO : Epoch 1998 | loss: 0.0311913 | val_loss: 0.0311906 | Time: 2978.31 ms [2021-10-14 05:06:32 main:574] : INFO : Epoch 1999 | loss: 0.03119 | val_loss: 0.03119 | Time: 3590.91 ms [2021-10-14 05:06:36 main:574] : INFO : Epoch 2000 | loss: 0.0311894 | val_loss: 0.031189 | Time: 3219.51 ms [2021-10-14 05:06:39 main:574] : INFO : Epoch 2001 | loss: 0.0311884 | val_loss: 0.0311887 | Time: 2990.38 ms [2021-10-14 05:06:42 main:574] : INFO : Epoch 2002 | loss: 0.0311875 | val_loss: 0.0311884 | Time: 3109.75 ms [2021-10-14 05:06:45 main:574] : INFO : Epoch 2003 | loss: 0.0311863 | val_loss: 0.031189 | Time: 3150.18 ms [2021-10-14 05:06:48 main:574] : INFO : Epoch 2004 | loss: 0.0311866 | val_loss: 0.0311892 | Time: 3022.54 ms [2021-10-14 05:06:51 main:574] : INFO : Epoch 2005 | loss: 0.0311847 | val_loss: 0.0311868 | Time: 2997.93 ms [2021-10-14 05:06:54 main:574] : INFO : Epoch 2006 | loss: 0.0311829 | val_loss: 0.0311871 | Time: 2933.69 ms [2021-10-14 05:06:57 main:574] : INFO : Epoch 2007 | loss: 0.031182 | val_loss: 0.0311867 | Time: 3042.98 ms [2021-10-14 05:07:00 main:574] : INFO : Epoch 2008 | loss: 0.031182 | val_loss: 0.0311847 | Time: 3155.22 ms [2021-10-14 05:07:03 main:574] : INFO : Epoch 2009 | loss: 0.031181 | val_loss: 0.0311842 | Time: 3131.18 ms [2021-10-14 05:07:06 main:574] : INFO : Epoch 2010 | loss: 0.0311792 | val_loss: 0.0311827 | Time: 2941.54 ms [2021-10-14 05:07:09 main:574] : INFO : Epoch 2011 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 2976.2 ms [2021-10-14 05:07:12 main:574] : INFO : Epoch 2012 | loss: 0.0311797 | val_loss: 0.0311822 | Time: 3040.81 ms [2021-10-14 05:07:15 main:574] : INFO : Epoch 2013 | loss: 0.0311782 | val_loss: 0.0311826 | Time: 3036.98 ms [2021-10-14 05:07:18 main:574] : INFO : Epoch 2014 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 3132.85 ms [2021-10-14 05:07:21 main:574] : INFO : Epoch 2015 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 2942.65 ms [2021-10-14 05:07:24 main:574] : INFO : Epoch 2016 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 3155.14 ms [2021-10-14 05:07:28 main:574] : INFO : Epoch 2017 | loss: 0.0311783 | val_loss: 0.0311817 | Time: 3119.03 ms [2021-10-14 05:07:31 main:574] : INFO : Epoch 2018 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 3248.93 ms [2021-10-14 05:07:34 main:574] : INFO : Epoch 2019 | loss: 0.031176 | val_loss: 0.0311814 | Time: 3198.7 ms [2021-10-14 05:07:37 main:574] : INFO : Epoch 2020 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 3121.37 ms [2021-10-14 05:07:40 main:574] : INFO : Epoch 2021 | loss: 0.0311753 | val_loss: 0.0311818 | Time: 3072.27 ms [2021-10-14 05:07:43 main:574] : INFO : Epoch 2022 | loss: 0.0311749 | val_loss: 0.0311813 | Time: 3097.84 ms [2021-10-14 05:07:46 main:574] : INFO : Epoch 2023 | loss: 0.0311747 | val_loss: 0.0311796 | Time: 3004.67 ms [2021-10-14 05:07:49 main:574] : INFO : Epoch 2024 | loss: 0.031175 | val_loss: 0.0311796 | Time: 3077.23 ms [2021-10-14 05:07:53 main:574] : INFO : Epoch 2025 | loss: 0.0311742 | val_loss: 0.0311793 | Time: 3140.05 ms [2021-10-14 05:07:56 main:574] : INFO : Epoch 2026 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 3177.52 ms [2021-10-14 05:07:59 main:574] : INFO : Epoch 2027 | loss: 0.0311735 | val_loss: 0.0311789 | Time: 2949.45 ms [2021-10-14 05:08:02 main:574] : INFO : Epoch 2028 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 3074.02 ms [2021-10-14 05:08:05 main:574] : INFO : Epoch 2029 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 3084.91 ms [2021-10-14 05:08:08 main:574] : INFO : Epoch 2030 | loss: 0.0311766 | val_loss: 0.0311805 | Time: 3045.77 ms [2021-10-14 05:08:11 main:574] : INFO : Epoch 2031 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 3020.38 ms [2021-10-14 05:08:14 main:574] : INFO : Epoch 2032 | loss: 0.0311753 | val_loss: 0.0311801 | Time: 2959.77 ms [2021-10-14 05:08:17 main:574] : INFO : Epoch 2033 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 3113.84 ms [2021-10-14 05:08:20 main:574] : INFO : Epoch 2034 | loss: 0.0311755 | val_loss: 0.0311796 | Time: 3038.64 ms [2021-10-14 05:08:23 main:574] : INFO : Epoch 2035 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 3096.73 ms [2021-10-14 05:08:26 main:574] : INFO : Epoch 2036 | loss: 0.031174 | val_loss: 0.0311795 | Time: 2920.85 ms [2021-10-14 05:08:29 main:574] : INFO : Epoch 2037 | loss: 0.0311739 | val_loss: 0.0311787 | Time: 2941.97 ms [2021-10-14 05:08:32 main:574] : INFO : Epoch 2038 | loss: 0.0311739 | val_loss: 0.0311807 | Time: 3089.05 ms [2021-10-14 05:08:35 main:574] : INFO : Epoch 2039 | loss: 0.0311737 | val_loss: 0.0311789 | Time: 3009.4 ms [2021-10-14 05:08:39 main:574] : INFO : Epoch 2040 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 3141.69 ms [2021-10-14 05:08:42 main:574] : INFO : Epoch 2041 | loss: 0.0311731 | val_loss: 0.0311787 | Time: 3045.02 ms [2021-10-14 05:08:45 main:574] : INFO : Epoch 2042 | loss: 0.0311733 | val_loss: 0.0311792 | Time: 3170.49 ms [2021-10-14 05:08:48 main:574] : INFO : Epoch 2043 | loss: 0.0311723 | val_loss: 0.0311786 | Time: 3076.44 ms [2021-10-14 05:08:51 main:574] : INFO : Epoch 2044 | loss: 0.031172 | val_loss: 0.0311787 | Time: 3149.16 ms [2021-10-14 05:08:54 main:574] : INFO : Epoch 2045 | loss: 0.0311716 | val_loss: 0.031179 | Time: 2997.03 ms [2021-10-14 05:08:57 main:574] : INFO : Epoch 2046 | loss: 0.0311713 | val_loss: 0.031179 | Time: 3098.33 ms [2021-10-14 05:09:00 main:574] : INFO : Epoch 2047 | loss: 0.0311718 | val_loss: 0.0311806 | Time: 3045.39 ms [2021-10-14 05:09:03 main:574] : INFO : Epoch 2048 | loss: 0.0311721 | val_loss: 0.0311803 | Time: 3064.19 ms [2021-10-14 05:09:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311803 [2021-10-14 05:09:03 main:603] : INFO : Saving end state to config to file [2021-10-14 05:09:03 main:608] : INFO : Success, exiting.. 05:09:03 (656): 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)