Task 6643151
| Name | ParityMachine-1627976876-10297-2_0 |
| Workunit | 4393119 |
| Created | 15 Aug 2021, 8:47:43 UTC |
| Sent | 20 Aug 2021, 11:53:41 UTC |
| Report deadline | 27 Aug 2021, 11:53:41 UTC |
| Received | 20 Aug 2021, 23:36:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 24 min 2 sec |
| CPU time | 2 hours 21 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311702 | val_loss: 0.0311811 | Time: 4165.51 ms [2021-08-21 01:00:52 main:574] : INFO : Epoch 1543 | loss: 0.0311699 | val_loss: 0.0311831 | Time: 4111.9 ms [2021-08-21 01:00:56 main:574] : INFO : Epoch 1544 | loss: 0.0311702 | val_loss: 0.0311829 | Time: 4091.24 ms [2021-08-21 01:01:01 main:574] : INFO : Epoch 1545 | loss: 0.0311697 | val_loss: 0.0311807 | Time: 4216.12 ms [2021-08-21 01:01:05 main:574] : INFO : Epoch 1546 | loss: 0.0311707 | val_loss: 0.0311814 | Time: 4306.82 ms [2021-08-21 01:01:09 main:574] : INFO : Epoch 1547 | loss: 0.0311695 | val_loss: 0.0311816 | Time: 4131.5 ms [2021-08-21 01:01:13 main:574] : INFO : Epoch 1548 | loss: 0.0311702 | val_loss: 0.0311804 | Time: 4170.52 ms [2021-08-21 01:01:18 main:574] : INFO : Epoch 1549 | loss: 0.0311704 | val_loss: 0.0311812 | Time: 4262.88 ms [2021-08-21 01:01:22 main:574] : INFO : Epoch 1550 | loss: 0.0311707 | val_loss: 0.0311819 | Time: 4154.95 ms [2021-08-21 01:01:26 main:574] : INFO : Epoch 1551 | loss: 0.0311704 | val_loss: 0.0311797 | Time: 4359.25 ms [2021-08-21 01:01:31 main:574] : INFO : Epoch 1552 | loss: 0.031171 | val_loss: 0.0311842 | Time: 4204.24 ms [2021-08-21 01:01:35 main:574] : INFO : Epoch 1553 | loss: 0.0311725 | val_loss: 0.0311805 | Time: 4199.23 ms [2021-08-21 01:01:39 main:574] : INFO : Epoch 1554 | loss: 0.0311727 | val_loss: 0.031183 | Time: 4193.38 ms [2021-08-21 01:01:43 main:574] : INFO : Epoch 1555 | loss: 0.0311739 | val_loss: 0.0311833 | Time: 4159.79 ms [2021-08-21 01:01:47 main:574] : INFO : Epoch 1556 | loss: 0.0311711 | val_loss: 0.0311827 | Time: 4329.44 ms [2021-08-21 01:01:52 main:574] : INFO : Epoch 1557 | loss: 0.031173 | val_loss: 0.0311886 | Time: 4255.45 ms [2021-08-21 01:01:56 main:574] : INFO : Epoch 1558 | loss: 0.0311717 | val_loss: 0.0311812 | Time: 4152.61 ms [2021-08-21 01:02:00 main:574] : INFO : Epoch 1559 | loss: 0.0311712 | val_loss: 0.0311819 | Time: 4185.22 ms [2021-08-21 01:02:04 main:574] : INFO : Epoch 1560 | loss: 0.0311703 | val_loss: 0.0311812 | Time: 4153.64 ms [2021-08-21 01:02:08 main:574] : INFO : Epoch 1561 | loss: 0.0311698 | val_loss: 0.0311816 | Time: 4162.27 ms [2021-08-21 01:02:13 main:574] : INFO : Epoch 1562 | loss: 0.0311706 | val_loss: 0.0311817 | Time: 4127.94 ms [2021-08-21 01:02:17 main:574] : INFO : Epoch 1563 | loss: 0.0311709 | val_loss: 0.0311817 | Time: 4129.47 ms [2021-08-21 01:02:21 main:574] : INFO : Epoch 1564 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 4084.54 ms [2021-08-21 01:02:25 main:574] : INFO : Epoch 1565 | loss: 0.0311704 | val_loss: 0.0311821 | Time: 4154.97 ms [2021-08-21 01:02:29 main:574] : INFO : Epoch 1566 | loss: 0.0311699 | val_loss: 0.0311806 | Time: 4124.66 ms [2021-08-21 01:02:33 main:574] : INFO : Epoch 1567 | loss: 0.0311695 | val_loss: 0.0311809 | Time: 4252.01 ms [2021-08-21 01:02:38 main:574] : INFO : Epoch 1568 | loss: 0.0311695 | val_loss: 0.0311836 | Time: 4169.86 ms [2021-08-21 01:02:42 main:574] : INFO : Epoch 1569 | loss: 0.0311702 | val_loss: 0.0311816 | Time: 4186.19 ms [2021-08-21 01:02:46 main:574] : INFO : Epoch 1570 | loss: 0.03117 | val_loss: 0.0311801 | Time: 4291.43 ms [2021-08-21 01:02:50 main:574] : INFO : Epoch 1571 | loss: 0.0311694 | val_loss: 0.0311812 | Time: 4170.53 ms [2021-08-21 01:02:55 main:574] : INFO : Epoch 1572 | loss: 0.0311706 | val_loss: 0.0311816 | Time: 4262 ms [2021-08-21 01:02:59 main:574] : INFO : Epoch 1573 | loss: 0.0311698 | val_loss: 0.0311817 | Time: 4150.82 ms [2021-08-21 01:03:03 main:574] : INFO : Epoch 1574 | loss: 0.0311707 | val_loss: 0.0311803 | Time: 4180.42 ms [2021-08-21 01:03:07 main:574] : INFO : Epoch 1575 | loss: 0.0311691 | val_loss: 0.0311811 | Time: 4111.53 ms [2021-08-21 01:03:11 main:574] : INFO : Epoch 1576 | loss: 0.0311691 | val_loss: 0.0311813 | Time: 4108.09 ms [2021-08-21 01:03:16 main:574] : INFO : Epoch 1577 | loss: 0.0311707 | val_loss: 0.0311817 | Time: 4191.28 ms [2021-08-21 01:03:20 main:574] : INFO : Epoch 1578 | loss: 0.0311721 | val_loss: 0.031186 | Time: 4054.31 ms [2021-08-21 01:03:24 main:574] : INFO : Epoch 1579 | loss: 0.0311716 | val_loss: 0.0311815 | Time: 4181.07 ms [2021-08-21 01:03:28 main:574] : INFO : Epoch 1580 | loss: 0.0311711 | val_loss: 0.0311823 | Time: 4238.62 ms [2021-08-21 01:03:32 main:574] : INFO : Epoch 1581 | loss: 0.0311707 | val_loss: 0.0311785 | Time: 4248.81 ms [2021-08-21 01:03:37 main:574] : INFO : Epoch 1582 | loss: 0.0311699 | val_loss: 0.0311837 | Time: 4308.56 ms [2021-08-21 01:03:41 main:574] : INFO : Epoch 1583 | loss: 0.0311715 | val_loss: 0.0311834 | Time: 4141.78 ms [2021-08-21 01:03:45 main:574] : INFO : Epoch 1584 | loss: 0.0311698 | val_loss: 0.0311832 | Time: 4126.74 ms [2021-08-21 01:03:49 main:574] : INFO : Epoch 1585 | loss: 0.0311692 | val_loss: 0.0311811 | Time: 4193.07 ms [2021-08-21 01:03:53 main:574] : INFO : Epoch 1586 | loss: 0.0311688 | val_loss: 0.0311806 | Time: 4158.31 ms [2021-08-21 01:03:58 main:574] : INFO : Epoch 1587 | loss: 0.0311691 | val_loss: 0.0311805 | Time: 4200.28 ms [2021-08-21 01:04:02 main:574] : INFO : Epoch 1588 | loss: 0.0311702 | val_loss: 0.0311811 | Time: 4234.99 ms [2021-08-21 01:04:06 main:574] : INFO : Epoch 1589 | loss: 0.0311697 | val_loss: 0.0311809 | Time: 4162.56 ms [2021-08-21 01:04:10 main:574] : INFO : Epoch 1590 | loss: 0.031169 | val_loss: 0.0311818 | Time: 4113.73 ms [2021-08-21 01:04:14 main:574] : INFO : Epoch 1591 | loss: 0.0311684 | val_loss: 0.0311814 | Time: 4148.47 ms [2021-08-21 01:04:19 main:574] : INFO : Epoch 1592 | loss: 0.0311685 | val_loss: 0.0311824 | Time: 4077.96 ms [2021-08-21 01:04:23 main:574] : INFO : Epoch 1593 | loss: 0.03117 | val_loss: 0.0311839 | Time: 4081.79 ms [2021-08-21 01:04:27 main:574] : INFO : Epoch 1594 | loss: 0.0311703 | val_loss: 0.0311828 | Time: 4152.35 ms [2021-08-21 01:04:31 main:574] : INFO : Epoch 1595 | loss: 0.0311691 | val_loss: 0.0311815 | Time: 4162.82 ms [2021-08-21 01:04:35 main:574] : INFO : Epoch 1596 | loss: 0.0311697 | val_loss: 0.0311859 | Time: 4227.91 ms [2021-08-21 01:04:39 main:574] : INFO : Epoch 1597 | loss: 0.0311718 | val_loss: 0.0311842 | Time: 4259.19 ms [2021-08-21 01:04:44 main:574] : INFO : Epoch 1598 | loss: 0.0311689 | val_loss: 0.0311823 | Time: 4179.86 ms [2021-08-21 01:04:48 main:574] : INFO : Epoch 1599 | loss: 0.0311692 | val_loss: 0.0311827 | Time: 4254 ms [2021-08-21 01:04:52 main:574] : INFO : Epoch 1600 | loss: 0.0311691 | val_loss: 0.0311819 | Time: 4187.58 ms [2021-08-21 01:04:56 main:574] : INFO : Epoch 1601 | loss: 0.0311685 | val_loss: 0.0311806 | Time: 4134.41 ms [2021-08-21 01:05:01 main:574] : INFO : Epoch 1602 | loss: 0.0311678 | val_loss: 0.0311814 | Time: 4244.89 ms [2021-08-21 01:05:05 main:574] : INFO : Epoch 1603 | loss: 0.0311695 | val_loss: 0.0311817 | Time: 4079.12 ms [2021-08-21 01:05:09 main:574] : INFO : Epoch 1604 | loss: 0.0311681 | val_loss: 0.0311825 | Time: 4073.07 ms [2021-08-21 01:05:13 main:574] : INFO : Epoch 1605 | loss: 0.0311687 | val_loss: 0.0311841 | Time: 4150.49 ms [2021-08-21 01:05:17 main:574] : INFO : Epoch 1606 | loss: 0.0311689 | val_loss: 0.0311815 | Time: 4181.23 ms [2021-08-21 01:05:21 main:574] : INFO : Epoch 1607 | loss: 0.0311701 | val_loss: 0.0311818 | Time: 4058.68 ms [2021-08-21 01:05:25 main:574] : INFO : Epoch 1608 | loss: 0.0311696 | val_loss: 0.0311805 | Time: 4066.78 ms [2021-08-21 01:05:30 main:574] : INFO : Epoch 1609 | loss: 0.031169 | val_loss: 0.0311808 | Time: 4210.66 ms [2021-08-21 01:05:34 main:574] : INFO : Epoch 1610 | loss: 0.0311683 | val_loss: 0.0311819 | Time: 4165.3 ms [2021-08-21 01:05:38 main:574] : INFO : Epoch 1611 | loss: 0.0311716 | val_loss: 0.0311877 | Time: 4244.28 ms [2021-08-21 01:05:42 main:574] : INFO : Epoch 1612 | loss: 0.0311703 | val_loss: 0.0311816 | Time: 4172.62 ms [2021-08-21 01:05:46 main:574] : INFO : Epoch 1613 | loss: 0.0311682 | val_loss: 0.0311813 | Time: 4114.64 ms [2021-08-21 01:05:50 main:574] : INFO : Epoch 1614 | loss: 0.0311692 | val_loss: 0.0311798 | Time: 4191.07 ms [2021-08-21 01:05:55 main:574] : INFO : Epoch 1615 | loss: 0.0311697 | val_loss: 0.0311832 | Time: 4212.05 ms [2021-08-21 01:05:59 main:574] : INFO : Epoch 1616 | loss: 0.0311697 | val_loss: 0.0311867 | Time: 4124.23 ms [2021-08-21 01:06:03 main:574] : INFO : Epoch 1617 | loss: 0.0311712 | val_loss: 0.0311817 | Time: 4213.38 ms [2021-08-21 01:06:07 main:574] : INFO : Epoch 1618 | loss: 0.0311702 | val_loss: 0.0311832 | Time: 4102.23 ms [2021-08-21 01:06:11 main:574] : INFO : Epoch 1619 | loss: 0.0311702 | val_loss: 0.0311817 | Time: 4088.48 ms [2021-08-21 01:06:15 main:574] : INFO : Epoch 1620 | loss: 0.031169 | val_loss: 0.0311817 | Time: 4084.59 ms [2021-08-21 01:06:20 main:574] : INFO : Epoch 1621 | loss: 0.0311695 | val_loss: 0.0311808 | Time: 4094.77 ms [2021-08-21 01:06:24 main:574] : INFO : Epoch 1622 | loss: 0.0311686 | val_loss: 0.031181 | Time: 4139.71 ms [2021-08-21 01:06:28 main:574] : INFO : Epoch 1623 | loss: 0.0311679 | val_loss: 0.0311798 | Time: 4167.3 ms [2021-08-21 01:06:32 main:574] : INFO : Epoch 1624 | loss: 0.031168 | val_loss: 0.0311847 | Time: 4179.67 ms [2021-08-21 01:06:36 main:574] : INFO : Epoch 1625 | loss: 0.0311689 | val_loss: 0.0311832 | Time: 4212.58 ms [2021-08-21 01:06:41 main:574] : INFO : Epoch 1626 | loss: 0.03117 | val_loss: 0.0311814 | Time: 4873.66 ms [2021-08-21 01:06:46 main:574] : INFO : Epoch 1627 | loss: 0.0311698 | val_loss: 0.0311858 | Time: 4441.77 ms [2021-08-21 01:06:50 main:574] : INFO : Epoch 1628 | loss: 0.0311693 | val_loss: 0.0311814 | Time: 4134.64 ms [2021-08-21 01:06:54 main:574] : INFO : Epoch 1629 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 4117.49 ms [2021-08-21 01:06:58 main:574] : INFO : Epoch 1630 | loss: 0.0311691 | val_loss: 0.031178 | Time: 4115.22 ms [2021-08-21 01:07:02 main:574] : INFO : Epoch 1631 | loss: 0.0311692 | val_loss: 0.031179 | Time: 4109.69 ms [2021-08-21 01:07:06 main:574] : INFO : Epoch 1632 | loss: 0.0311694 | val_loss: 0.0311846 | Time: 4086.88 ms [2021-08-21 01:07:10 main:574] : INFO : Epoch 1633 | loss: 0.0311702 | val_loss: 0.0311812 | Time: 4026.22 ms [2021-08-21 01:07:15 main:574] : INFO : Epoch 1634 | loss: 0.0311712 | val_loss: 0.031182 | Time: 4241.93 ms [2021-08-21 01:07:19 main:574] : INFO : Epoch 1635 | loss: 0.0311678 | val_loss: 0.0311838 | Time: 4096.18 ms [2021-08-21 01:07:23 main:574] : INFO : Epoch 1636 | loss: 0.0311686 | val_loss: 0.0311815 | Time: 4237.68 ms [2021-08-21 01:07:27 main:574] : INFO : Epoch 1637 | loss: 0.0311677 | val_loss: 0.0311832 | Time: 4177.21 ms [2021-08-21 01:07:32 main:574] : INFO : Epoch 1638 | loss: 0.0311692 | val_loss: 0.0311817 | Time: 4268.11 ms [2021-08-21 01:07:36 main:574] : INFO : Epoch 1639 | loss: 0.0311689 | val_loss: 0.0311817 | Time: 4263.89 ms [2021-08-21 01:07:40 main:574] : INFO : Epoch 1640 | loss: 0.031168 | val_loss: 0.0311804 | Time: 4188.32 ms [2021-08-21 01:07:44 main:574] : INFO : Epoch 1641 | loss: 0.0311688 | val_loss: 0.031181 | Time: 4062.85 ms [2021-08-21 01:07:48 main:574] : INFO : Epoch 1642 | loss: 0.0311678 | val_loss: 0.0311817 | Time: 4204.22 ms [2021-08-21 01:07:53 main:574] : INFO : Epoch 1643 | loss: 0.0311708 | val_loss: 0.031183 | Time: 4186.02 ms [2021-08-21 01:07:57 main:574] : INFO : Epoch 1644 | loss: 0.0311686 | val_loss: 0.0311805 | Time: 4187.12 ms [2021-08-21 01:08:01 main:574] : INFO : Epoch 1645 | loss: 0.0311695 | val_loss: 0.031183 | Time: 4211.5 ms [2021-08-21 01:08:05 main:574] : INFO : Epoch 1646 | loss: 0.0311689 | val_loss: 0.031184 | Time: 4263.22 ms [2021-08-21 01:08:09 main:574] : INFO : Epoch 1647 | loss: 0.0311708 | val_loss: 0.0311816 | Time: 4071.83 ms [2021-08-21 01:08:14 main:574] : INFO : Epoch 1648 | loss: 0.0311681 | val_loss: 0.0311807 | Time: 4209.09 ms [2021-08-21 01:08:18 main:574] : INFO : Epoch 1649 | loss: 0.031168 | val_loss: 0.0311818 | Time: 4148.43 ms [2021-08-21 01:08:22 main:574] : INFO : Epoch 1650 | loss: 0.031172 | val_loss: 0.0311893 | Time: 4064.9 ms [2021-08-21 01:08:26 main:574] : INFO : Epoch 1651 | loss: 0.0311705 | val_loss: 0.0311881 | Time: 4209.91 ms [2021-08-21 01:08:30 main:574] : INFO : Epoch 1652 | loss: 0.0311691 | val_loss: 0.0311817 | Time: 4136.15 ms [2021-08-21 01:08:35 main:574] : INFO : Epoch 1653 | loss: 0.0311682 | val_loss: 0.0311905 | Time: 4253.85 ms [2021-08-21 01:08:39 main:574] : INFO : Epoch 1654 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 4121.27 ms [2021-08-21 01:08:43 main:574] : INFO : Epoch 1655 | loss: 0.0311691 | val_loss: 0.031181 | Time: 4183.69 ms [2021-08-21 01:08:47 main:574] : INFO : Epoch 1656 | loss: 0.0311682 | val_loss: 0.0311805 | Time: 4277.57 ms [2021-08-21 01:08:51 main:574] : INFO : Epoch 1657 | loss: 0.0311681 | val_loss: 0.0311804 | Time: 4205.34 ms [2021-08-21 01:08:56 main:574] : INFO : Epoch 1658 | loss: 0.0311679 | val_loss: 0.0311811 | Time: 4130.46 ms [2021-08-21 01:09:00 main:574] : INFO : Epoch 1659 | loss: 0.0311676 | val_loss: 0.0311805 | Time: 4108.39 ms [2021-08-21 01:09:04 main:574] : INFO : Epoch 1660 | loss: 0.0311673 | val_loss: 0.0311849 | Time: 4295.9 ms [2021-08-21 01:09:08 main:574] : INFO : Epoch 1661 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 4070.86 ms [2021-08-21 01:09:12 main:574] : INFO : Epoch 1662 | loss: 0.0311683 | val_loss: 0.0311795 | Time: 4106.38 ms [2021-08-21 01:09:16 main:574] : INFO : Epoch 1663 | loss: 0.031167 | val_loss: 0.031181 | Time: 4120.11 ms [2021-08-21 01:09:21 main:574] : INFO : Epoch 1664 | loss: 0.0311676 | val_loss: 0.0311812 | Time: 4203.89 ms [2021-08-21 01:09:25 main:574] : INFO : Epoch 1665 | loss: 0.0311676 | val_loss: 0.0311808 | Time: 4349.37 ms [2021-08-21 01:09:29 main:574] : INFO : Epoch 1666 | loss: 0.0311697 | val_loss: 0.0311936 | Time: 4362.08 ms [2021-08-21 01:09:34 main:574] : INFO : Epoch 1667 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 4113.39 ms [2021-08-21 01:09:38 main:574] : INFO : Epoch 1668 | loss: 0.0311691 | val_loss: 0.0311798 | Time: 4184.14 ms [2021-08-21 01:09:42 main:574] : INFO : Epoch 1669 | loss: 0.0311668 | val_loss: 0.0311813 | Time: 4138.77 ms [2021-08-21 01:09:46 main:574] : INFO : Epoch 1670 | loss: 0.0311677 | val_loss: 0.0311794 | Time: 4137.68 ms [2021-08-21 01:09:50 main:574] : INFO : Epoch 1671 | loss: 0.0311679 | val_loss: 0.0311809 | Time: 4202.56 ms [2021-08-21 01:09:54 main:574] : INFO : Epoch 1672 | loss: 0.0311685 | val_loss: 0.0311797 | Time: 4155.16 ms [2021-08-21 01:09:59 main:574] : INFO : Epoch 1673 | loss: 0.0311673 | val_loss: 0.03118 | Time: 4181.55 ms [2021-08-21 01:10:03 main:574] : INFO : Epoch 1674 | loss: 0.0311684 | val_loss: 0.0311819 | Time: 4209.8 ms [2021-08-21 01:10:07 main:574] : INFO : Epoch 1675 | loss: 0.0311687 | val_loss: 0.03118 | Time: 4084.01 ms [2021-08-21 01:10:11 main:574] : INFO : Epoch 1676 | loss: 0.0311669 | val_loss: 0.0311803 | Time: 4095.46 ms [2021-08-21 01:10:15 main:574] : INFO : Epoch 1677 | loss: 0.0311681 | val_loss: 0.0311839 | Time: 4147.57 ms [2021-08-21 01:10:19 main:574] : INFO : Epoch 1678 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 4143.49 ms [2021-08-21 01:10:24 main:574] : INFO : Epoch 1679 | loss: 0.0311693 | val_loss: 0.0311792 | Time: 4201.63 ms [2021-08-21 01:10:28 main:574] : INFO : Epoch 1680 | loss: 0.0311682 | val_loss: 0.0311831 | Time: 4123.06 ms [2021-08-21 01:10:32 main:574] : INFO : Epoch 1681 | loss: 0.0311688 | val_loss: 0.0311802 | Time: 4225.83 ms [2021-08-21 01:10:36 main:574] : INFO : Epoch 1682 | loss: 0.0311707 | val_loss: 0.0311913 | Time: 4269.89 ms [2021-08-21 01:10:41 main:574] : INFO : Epoch 1683 | loss: 0.0311695 | val_loss: 0.0311792 | Time: 4134.78 ms [2021-08-21 01:10:45 main:574] : INFO : Epoch 1684 | loss: 0.0311693 | val_loss: 0.0311836 | Time: 4149.43 ms [2021-08-21 01:10:49 main:574] : INFO : Epoch 1685 | loss: 0.031171 | val_loss: 0.0311791 | Time: 4105.79 ms [2021-08-21 01:10:53 main:574] : INFO : Epoch 1686 | loss: 0.0311681 | val_loss: 0.0311815 | Time: 4051.76 ms [2021-08-21 01:10:57 main:574] : INFO : Epoch 1687 | loss: 0.0311669 | val_loss: 0.0311799 | Time: 4331.46 ms [2021-08-21 01:11:01 main:574] : INFO : Epoch 1688 | loss: 0.031167 | val_loss: 0.0311809 | Time: 4170.19 ms [2021-08-21 01:11:06 main:574] : INFO : Epoch 1689 | loss: 0.0311674 | val_loss: 0.0311791 | Time: 4142.98 ms [2021-08-21 01:11:10 main:574] : INFO : Epoch 1690 | loss: 0.0311683 | val_loss: 0.031179 | Time: 4161.46 ms [2021-08-21 01:11:14 main:574] : INFO : Epoch 1691 | loss: 0.031168 | val_loss: 0.0311797 | Time: 4100.02 ms [2021-08-21 01:11:18 main:574] : INFO : Epoch 1692 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 4080.15 ms [2021-08-21 01:11:22 main:574] : INFO : Epoch 1693 | loss: 0.0311683 | val_loss: 0.0311878 | Time: 4085.12 ms [2021-08-21 01:11:26 main:574] : INFO : Epoch 1694 | loss: 0.0311733 | val_loss: 0.0311833 | Time: 4274.23 ms [2021-08-21 01:11:31 main:574] : INFO : Epoch 1695 | loss: 0.0311686 | val_loss: 0.0311802 | Time: 4181.91 ms [2021-08-21 01:11:35 main:574] : INFO : Epoch 1696 | loss: 0.0311691 | val_loss: 0.031179 | Time: 4170.6 ms [2021-08-21 01:11:39 main:574] : INFO : Epoch 1697 | loss: 0.0311682 | val_loss: 0.0311806 | Time: 4101.89 ms [2021-08-21 01:11:43 main:574] : INFO : Epoch 1698 | loss: 0.0311683 | val_loss: 0.0311821 | Time: 4131.1 ms [2021-08-21 01:11:47 main:574] : INFO : Epoch 1699 | loss: 0.0311714 | val_loss: 0.0311806 | Time: 4331.15 ms [2021-08-21 01:11:52 main:574] : INFO : Epoch 1700 | loss: 0.0311681 | val_loss: 0.0311796 | Time: 4215.42 ms [2021-08-21 01:11:56 main:574] : INFO : Epoch 1701 | loss: 0.0311694 | val_loss: 0.0311824 | Time: 4241.02 ms [2021-08-21 01:12:00 main:574] : INFO : Epoch 1702 | loss: 0.0311696 | val_loss: 0.0311789 | Time: 4283.48 ms [2021-08-21 01:12:04 main:574] : INFO : Epoch 1703 | loss: 0.0311668 | val_loss: 0.0311801 | Time: 4118.93 ms [2021-08-21 01:12:09 main:574] : INFO : Epoch 1704 | loss: 0.0311668 | val_loss: 0.0311839 | Time: 4169.5 ms [2021-08-21 01:12:13 main:574] : INFO : Epoch 1705 | loss: 0.0311698 | val_loss: 0.0311799 | Time: 4193.13 ms [2021-08-21 01:12:17 main:574] : INFO : Epoch 1706 | loss: 0.0311667 | val_loss: 0.0311797 | Time: 4120.62 ms [2021-08-21 01:12:21 main:574] : INFO : Epoch 1707 | loss: 0.0311677 | val_loss: 0.0311795 | Time: 4199.64 ms [2021-08-21 01:12:25 main:574] : INFO : Epoch 1708 | loss: 0.0311675 | val_loss: 0.0311781 | Time: 4283.11 ms [2021-08-21 01:12:30 main:574] : INFO : Epoch 1709 | loss: 0.0311684 | val_loss: 0.0311791 | Time: 4259.31 ms [2021-08-21 01:12:34 main:574] : INFO : Epoch 1710 | loss: 0.0311673 | val_loss: 0.0311785 | Time: 4125.67 ms [2021-08-21 01:12:38 main:574] : INFO : Epoch 1711 | loss: 0.0311674 | val_loss: 0.0311796 | Time: 4209.52 ms [2021-08-21 01:12:42 main:574] : INFO : Epoch 1712 | loss: 0.0311678 | val_loss: 0.0311803 | Time: 4232.02 ms [2021-08-21 01:12:47 main:574] : INFO : Epoch 1713 | loss: 0.0311696 | val_loss: 0.0311815 | Time: 4157.43 ms [2021-08-21 01:12:51 main:574] : INFO : Epoch 1714 | loss: 0.0311716 | val_loss: 0.0311813 | Time: 4211.69 ms [2021-08-21 01:12:55 main:574] : INFO : Epoch 1715 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 4353.42 ms [2021-08-21 01:13:00 main:574] : INFO : Epoch 1716 | loss: 0.0311687 | val_loss: 0.0311794 | Time: 4471.9 ms [2021-08-21 01:13:04 main:574] : INFO : Epoch 1717 | loss: 0.0311677 | val_loss: 0.0311802 | Time: 4253.6 ms [2021-08-21 01:13:08 main:574] : INFO : Epoch 1718 | loss: 0.0311684 | val_loss: 0.0311785 | Time: 4225.56 ms [2021-08-21 01:13:12 main:574] : INFO : Epoch 1719 | loss: 0.0311665 | val_loss: 0.031178 | Time: 4208.36 ms [2021-08-21 01:13:16 main:574] : INFO : Epoch 1720 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 4104.79 ms [2021-08-21 01:13:21 main:574] : INFO : Epoch 1721 | loss: 0.0311675 | val_loss: 0.0311825 | Time: 4194.89 ms [2021-08-21 01:13:25 main:574] : INFO : Epoch 1722 | loss: 0.0311686 | val_loss: 0.0311792 | Time: 4183.7 ms [2021-08-21 01:13:29 main:574] : INFO : Epoch 1723 | loss: 0.0311674 | val_loss: 0.0311854 | Time: 4193.74 ms [2021-08-21 01:13:33 main:574] : INFO : Epoch 1724 | loss: 0.031169 | val_loss: 0.0311811 | Time: 4187.21 ms [2021-08-21 01:13:38 main:574] : INFO : Epoch 1725 | loss: 0.0311683 | val_loss: 0.0311796 | Time: 4149.86 ms [2021-08-21 01:13:42 main:574] : INFO : Epoch 1726 | loss: 0.0311684 | val_loss: 0.0311807 | Time: 4119.11 ms [2021-08-21 01:13:46 main:574] : INFO : Epoch 1727 | loss: 0.0311673 | val_loss: 0.0311788 | Time: 4306.41 ms [2021-08-21 01:13:51 main:574] : INFO : Epoch 1728 | loss: 0.0311685 | val_loss: 0.0311791 | Time: 4601.19 ms [2021-08-21 01:13:55 main:574] : INFO : Epoch 1729 | loss: 0.0311693 | val_loss: 0.0311849 | Time: 4554.84 ms [2021-08-21 01:13:59 main:574] : INFO : Epoch 1730 | loss: 0.031168 | val_loss: 0.0311808 | Time: 4170.4 ms [2021-08-21 01:14:04 main:574] : INFO : Epoch 1731 | loss: 0.0311658 | val_loss: 0.0311802 | Time: 4213.17 ms [2021-08-21 01:14:08 main:574] : INFO : Epoch 1732 | loss: 0.0311667 | val_loss: 0.0311785 | Time: 4025.28 ms [2021-08-21 01:14:12 main:574] : INFO : Epoch 1733 | loss: 0.0311672 | val_loss: 0.0311821 | Time: 4063.06 ms [2021-08-21 01:14:16 main:574] : INFO : Epoch 1734 | loss: 0.0311662 | val_loss: 0.0311802 | Time: 4044.27 ms [2021-08-21 01:14:20 main:574] : INFO : Epoch 1735 | loss: 0.0311672 | val_loss: 0.0311789 | Time: 4072.57 ms [2021-08-21 01:14:24 main:574] : INFO : Epoch 1736 | loss: 0.0311669 | val_loss: 0.0311791 | Time: 4073.26 ms [2021-08-21 01:14:28 main:574] : INFO : Epoch 1737 | loss: 0.031167 | val_loss: 0.0311807 | Time: 4107.63 ms [2021-08-21 01:14:32 main:574] : INFO : Epoch 1738 | loss: 0.031166 | val_loss: 0.0311813 | Time: 4183.03 ms [2021-08-21 01:14:37 main:574] : INFO : Epoch 1739 | loss: 0.0311678 | val_loss: 0.0311787 | Time: 4201.71 ms [2021-08-21 01:14:41 main:574] : INFO : Epoch 1740 | loss: 0.031168 | val_loss: 0.0311791 | Time: 4151.42 ms [2021-08-21 01:14:45 main:574] : INFO : Epoch 1741 | loss: 0.0311681 | val_loss: 0.0311815 | Time: 4212.18 ms [2021-08-21 01:14:49 main:574] : INFO : Epoch 1742 | loss: 0.0311726 | val_loss: 0.0311834 | Time: 4152.4 ms [2021-08-21 01:14:53 main:574] : INFO : Epoch 1743 | loss: 0.0311776 | val_loss: 0.0311914 | Time: 4170.87 ms [2021-08-21 01:14:57 main:574] : INFO : Epoch 1744 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 4158.09 ms [2021-08-21 01:15:02 main:574] : INFO : Epoch 1745 | loss: 0.0311721 | val_loss: 0.0311781 | Time: 4222.06 ms [2021-08-21 01:15:06 main:574] : INFO : Epoch 1746 | loss: 0.0311682 | val_loss: 0.0311825 | Time: 4157.71 ms [2021-08-21 01:15:10 main:574] : INFO : Epoch 1747 | loss: 0.0311683 | val_loss: 0.0311788 | Time: 4131.83 ms [2021-08-21 01:15:14 main:574] : INFO : Epoch 1748 | loss: 0.0311674 | val_loss: 0.0311796 | Time: 4095.3 ms [2021-08-21 01:15:18 main:574] : INFO : Epoch 1749 | loss: 0.0311717 | val_loss: 0.0311889 | Time: 4102.23 ms [2021-08-21 01:15:22 main:574] : INFO : Epoch 1750 | loss: 0.0311672 | val_loss: 0.0311825 | Time: 4088.27 ms [2021-08-21 01:15:26 main:574] : INFO : Epoch 1751 | loss: 0.0311674 | val_loss: 0.0311821 | Time: 4083 ms [2021-08-21 01:15:31 main:574] : INFO : Epoch 1752 | loss: 0.0311667 | val_loss: 0.0311798 | Time: 4173.74 ms [2021-08-21 01:15:35 main:574] : INFO : Epoch 1753 | loss: 0.0311666 | val_loss: 0.0311791 | Time: 4176.63 ms [2021-08-21 01:15:39 main:574] : INFO : Epoch 1754 | loss: 0.0311663 | val_loss: 0.0311811 | Time: 4458.45 ms [2021-08-21 01:15:44 main:574] : INFO : Epoch 1755 | loss: 0.0311694 | val_loss: 0.0311805 | Time: 4343.87 ms [2021-08-21 01:15:48 main:574] : INFO : Epoch 1756 | loss: 0.0311662 | val_loss: 0.0311798 | Time: 4302.14 ms [2021-08-21 01:15:52 main:574] : INFO : Epoch 1757 | loss: 0.0311675 | val_loss: 0.0311827 | Time: 4152.35 ms [2021-08-21 01:15:56 main:574] : INFO : Epoch 1758 | loss: 0.0311674 | val_loss: 0.031179 | Time: 4244.53 ms [2021-08-21 01:16:01 main:574] : INFO : Epoch 1759 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 4174.16 ms [2021-08-21 01:16:05 main:574] : INFO : Epoch 1760 | loss: 0.0311679 | val_loss: 0.0311847 | Time: 4125.49 ms [2021-08-21 01:16:09 main:574] : INFO : Epoch 1761 | loss: 0.0311727 | val_loss: 0.0311796 | Time: 4117.61 ms [2021-08-21 01:16:13 main:574] : INFO : Epoch 1762 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 4058.49 ms [2021-08-21 01:16:17 main:574] : INFO : Epoch 1763 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 4109.08 ms [2021-08-21 01:16:21 main:574] : INFO : Epoch 1764 | loss: 0.0311692 | val_loss: 0.0311788 | Time: 4050.65 ms [2021-08-21 01:16:25 main:574] : INFO : Epoch 1765 | loss: 0.03117 | val_loss: 0.0311808 | Time: 4060.77 ms [2021-08-21 01:16:29 main:574] : INFO : Epoch 1766 | loss: 0.0311695 | val_loss: 0.0311792 | Time: 4161.09 ms [2021-08-21 01:16:34 main:574] : INFO : Epoch 1767 | loss: 0.0311702 | val_loss: 0.031185 | Time: 4237.52 ms [2021-08-21 01:16:38 main:574] : INFO : Epoch 1768 | loss: 0.0311703 | val_loss: 0.0311795 | Time: 4232.95 ms [2021-08-21 01:16:42 main:574] : INFO : Epoch 1769 | loss: 0.0311688 | val_loss: 0.0311788 | Time: 4189.04 ms [2021-08-21 01:16:47 main:574] : INFO : Epoch 1770 | loss: 0.0311682 | val_loss: 0.0311791 | Time: 4249.12 ms [2021-08-21 01:16:51 main:574] : INFO : Epoch 1771 | loss: 0.0311672 | val_loss: 0.0311808 | Time: 4225.97 ms [2021-08-21 01:16:55 main:574] : INFO : Epoch 1772 | loss: 0.0311685 | val_loss: 0.0311797 | Time: 4180.55 ms [2021-08-21 01:16:59 main:574] : INFO : Epoch 1773 | loss: 0.0311678 | val_loss: 0.0311807 | Time: 4122.96 ms [2021-08-21 01:17:03 main:574] : INFO : Epoch 1774 | loss: 0.0311672 | val_loss: 0.0311789 | Time: 4226.54 ms [2021-08-21 01:17:07 main:574] : INFO : Epoch 1775 | loss: 0.0311674 | val_loss: 0.0311787 | Time: 4105.4 ms [2021-08-21 01:17:12 main:574] : INFO : Epoch 1776 | loss: 0.0311676 | val_loss: 0.0311824 | Time: 4028.89 ms [2021-08-21 01:17:16 main:574] : INFO : Epoch 1777 | loss: 0.0311677 | val_loss: 0.0311801 | Time: 4088.33 ms [2021-08-21 01:17:20 main:574] : INFO : Epoch 1778 | loss: 0.0311671 | val_loss: 0.031179 | Time: 4163.59 ms [2021-08-21 01:17:24 main:574] : INFO : Epoch 1779 | loss: 0.0311667 | val_loss: 0.0311801 | Time: 4462.81 ms [2021-08-21 01:17:29 main:574] : INFO : Epoch 1780 | loss: 0.0311665 | val_loss: 0.0311791 | Time: 4250.87 ms [2021-08-21 01:17:33 main:574] : INFO : Epoch 1781 | loss: 0.0311673 | val_loss: 0.0311806 | Time: 4258.92 ms [2021-08-21 01:17:37 main:574] : INFO : Epoch 1782 | loss: 0.0311705 | val_loss: 0.0311807 | Time: 4104.07 ms [2021-08-21 01:17:41 main:574] : INFO : Epoch 1783 | loss: 0.0311709 | val_loss: 0.0311885 | Time: 4236.67 ms [2021-08-21 01:17:46 main:574] : INFO : Epoch 1784 | loss: 0.0311755 | val_loss: 0.0311792 | Time: 4256.32 ms [2021-08-21 01:17:50 main:574] : INFO : Epoch 1785 | loss: 0.03117 | val_loss: 0.0311775 | Time: 4113.97 ms [2021-08-21 01:17:54 main:574] : INFO : Epoch 1786 | loss: 0.0311684 | val_loss: 0.0311779 | Time: 4163.72 ms [2021-08-21 01:17:58 main:574] : INFO : Epoch 1787 | loss: 0.0311689 | val_loss: 0.0311806 | Time: 4136.95 ms [2021-08-21 01:18:02 main:574] : INFO : Epoch 1788 | loss: 0.0311688 | val_loss: 0.0311847 | Time: 4196.84 ms [2021-08-21 01:18:06 main:574] : INFO : Epoch 1789 | loss: 0.031169 | val_loss: 0.0311783 | Time: 4263.08 ms [2021-08-21 01:18:11 main:574] : INFO : Epoch 1790 | loss: 0.0311667 | val_loss: 0.03118 | Time: 4178.13 ms [2021-08-21 01:18:15 main:574] : INFO : Epoch 1791 | loss: 0.0311668 | val_loss: 0.0311799 | Time: 4194.53 ms [2021-08-21 01:18:19 main:574] : INFO : Epoch 1792 | loss: 0.0311703 | val_loss: 0.0311811 | Time: 4149.1 ms [2021-08-21 01:18:23 main:574] : INFO : Epoch 1793 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 4239.79 ms [2021-08-21 01:18:28 main:574] : INFO : Epoch 1794 | loss: 0.031168 | val_loss: 0.0311787 | Time: 4161.74 ms [2021-08-21 01:18:32 main:574] : INFO : Epoch 1795 | loss: 0.0311678 | val_loss: 0.0311867 | Time: 4288.55 ms [2021-08-21 01:18:36 main:574] : INFO : Epoch 1796 | loss: 0.0311695 | val_loss: 0.0311819 | Time: 4160.58 ms [2021-08-21 01:18:40 main:574] : INFO : Epoch 1797 | loss: 0.0311698 | val_loss: 0.0311793 | Time: 4230.84 ms [2021-08-21 01:18:45 main:574] : INFO : Epoch 1798 | loss: 0.0311696 | val_loss: 0.0311779 | Time: 4163.34 ms [2021-08-21 01:18:49 main:574] : INFO : Epoch 1799 | loss: 0.0311701 | val_loss: 0.0311794 | Time: 4141.47 ms [2021-08-21 01:18:53 main:574] : INFO : Epoch 1800 | loss: 0.0311676 | val_loss: 0.0311793 | Time: 4150.74 ms [2021-08-21 01:18:57 main:574] : INFO : Epoch 1801 | loss: 0.031168 | val_loss: 0.0311791 | Time: 4495.21 ms [2021-08-21 01:19:02 main:574] : INFO : Epoch 1802 | loss: 0.0311668 | val_loss: 0.0311832 | Time: 4223.36 ms [2021-08-21 01:19:06 main:574] : INFO : Epoch 1803 | loss: 0.0311704 | val_loss: 0.0311802 | Time: 4085.47 ms [2021-08-21 01:19:10 main:574] : INFO : Epoch 1804 | loss: 0.0311685 | val_loss: 0.0311792 | Time: 4094.24 ms [2021-08-21 01:19:14 main:574] : INFO : Epoch 1805 | loss: 0.0311666 | val_loss: 0.0311788 | Time: 4053.59 ms [2021-08-21 01:19:18 main:574] : INFO : Epoch 1806 | loss: 0.0311668 | val_loss: 0.0311789 | Time: 4092.13 ms [2021-08-21 01:19:22 main:574] : INFO : Epoch 1807 | loss: 0.0311666 | val_loss: 0.0311899 | Time: 4137.43 ms [2021-08-21 01:19:26 main:574] : INFO : Epoch 1808 | loss: 0.0311691 | val_loss: 0.031184 | Time: 4061.3 ms [2021-08-21 01:19:30 main:574] : INFO : Epoch 1809 | loss: 0.031168 | val_loss: 0.0311781 | Time: 4174.66 ms [2021-08-21 01:19:35 main:574] : INFO : Epoch 1810 | loss: 0.031167 | val_loss: 0.031178 | Time: 4157.02 ms [2021-08-21 01:19:39 main:574] : INFO : Epoch 1811 | loss: 0.0311663 | val_loss: 0.0311819 | Time: 4217.56 ms [2021-08-21 01:19:43 main:574] : INFO : Epoch 1812 | loss: 0.0311677 | val_loss: 0.0311794 | Time: 4241.74 ms [2021-08-21 01:19:47 main:574] : INFO : Epoch 1813 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 4070.73 ms [2021-08-21 01:19:51 main:574] : INFO : Epoch 1814 | loss: 0.0311664 | val_loss: 0.0311794 | Time: 4126.83 ms [2021-08-21 01:19:56 main:574] : INFO : Epoch 1815 | loss: 0.0311651 | val_loss: 0.0311791 | Time: 4204.38 ms [2021-08-21 01:20:00 main:574] : INFO : Epoch 1816 | loss: 0.031167 | val_loss: 0.0311822 | Time: 4151.25 ms [2021-08-21 01:20:04 main:574] : INFO : Epoch 1817 | loss: 0.0311674 | val_loss: 0.0311797 | Time: 4148.53 ms [2021-08-21 01:20:08 main:574] : INFO : Epoch 1818 | loss: 0.0311673 | val_loss: 0.031183 | Time: 4235.34 ms [2021-08-21 01:20:12 main:574] : INFO : Epoch 1819 | loss: 0.0311684 | val_loss: 0.0311818 | Time: 4143.25 ms [2021-08-21 01:20:17 main:574] : INFO : Epoch 1820 | loss: 0.031166 | val_loss: 0.0311866 | Time: 4272.99 ms [2021-08-21 01:20:21 main:574] : INFO : Epoch 1821 | loss: 0.0311727 | val_loss: 0.0311839 | Time: 4332.58 ms [2021-08-21 01:20:25 main:574] : INFO : Epoch 1822 | loss: 0.0311706 | val_loss: 0.0311828 | Time: 4286.23 ms [2021-08-21 01:20:29 main:574] : INFO : Epoch 1823 | loss: 0.0311692 | val_loss: 0.0311795 | Time: 4141.49 ms [2021-08-21 01:20:34 main:574] : INFO : Epoch 1824 | loss: 0.0311667 | val_loss: 0.0311803 | Time: 4186.01 ms [2021-08-21 01:20:38 main:574] : INFO : Epoch 1825 | loss: 0.0311684 | val_loss: 0.0311796 | Time: 4121.12 ms [2021-08-21 01:20:42 main:574] : INFO : Epoch 1826 | loss: 0.031167 | val_loss: 0.0311799 | Time: 4281.77 ms [2021-08-21 01:20:46 main:574] : INFO : Epoch 1827 | loss: 0.0311667 | val_loss: 0.0311792 | Time: 4232.83 ms [2021-08-21 01:20:51 main:574] : INFO : Epoch 1828 | loss: 0.0311683 | val_loss: 0.0311813 | Time: 4250.98 ms [2021-08-21 01:20:55 main:574] : INFO : Epoch 1829 | loss: 0.0311672 | val_loss: 0.0311791 | Time: 4179.33 ms [2021-08-21 01:20:59 main:574] : INFO : Epoch 1830 | loss: 0.0311667 | val_loss: 0.0311826 | Time: 4305.54 ms [2021-08-21 01:21:03 main:574] : INFO : Epoch 1831 | loss: 0.0311675 | val_loss: 0.0311802 | Time: 4217.36 ms [2021-08-21 01:21:07 main:574] : INFO : Epoch 1832 | loss: 0.0311675 | val_loss: 0.031182 | Time: 4025.67 ms [2021-08-21 01:21:12 main:574] : INFO : Epoch 1833 | loss: 0.0311663 | val_loss: 0.0311794 | Time: 4203.33 ms [2021-08-21 01:21:16 main:574] : INFO : Epoch 1834 | loss: 0.0311694 | val_loss: 0.0311867 | Time: 4244.66 ms [2021-08-21 01:21:20 main:574] : INFO : Epoch 1835 | loss: 0.0311808 | val_loss: 0.0311844 | Time: 4151.7 ms [2021-08-21 01:21:24 main:574] : INFO : Epoch 1836 | loss: 0.031171 | val_loss: 0.0311795 | Time: 4169.74 ms [2021-08-21 01:21:28 main:574] : INFO : Epoch 1837 | loss: 0.0311702 | val_loss: 0.0311805 | Time: 4171.41 ms [2021-08-21 01:21:33 main:574] : INFO : Epoch 1838 | loss: 0.031175 | val_loss: 0.0312048 | Time: 4035.32 ms [2021-08-21 01:21:37 main:574] : INFO : Epoch 1839 | loss: 0.0311807 | val_loss: 0.031182 | Time: 4250.22 ms [2021-08-21 01:21:41 main:574] : INFO : Epoch 1840 | loss: 0.0311709 | val_loss: 0.0311776 | Time: 4125.86 ms [2021-08-21 01:21:45 main:574] : INFO : Epoch 1841 | loss: 0.0311684 | val_loss: 0.0311782 | Time: 4110.5 ms [2021-08-21 01:21:49 main:574] : INFO : Epoch 1842 | loss: 0.0311684 | val_loss: 0.0311799 | Time: 4162.08 ms [2021-08-21 01:21:53 main:574] : INFO : Epoch 1843 | loss: 0.0311698 | val_loss: 0.0311815 | Time: 4064.06 ms [2021-08-21 01:21:58 main:574] : INFO : Epoch 1844 | loss: 0.0311669 | val_loss: 0.0311795 | Time: 4080.84 ms [2021-08-21 01:22:02 main:574] : INFO : Epoch 1845 | loss: 0.0311663 | val_loss: 0.0311787 | Time: 4280.83 ms [2021-08-21 01:22:06 main:574] : INFO : Epoch 1846 | loss: 0.0311665 | val_loss: 0.0311782 | Time: 4074.84 ms [2021-08-21 01:22:10 main:574] : INFO : Epoch 1847 | loss: 0.0311691 | val_loss: 0.0311778 | Time: 4081.23 ms [2021-08-21 01:22:14 main:574] : INFO : Epoch 1848 | loss: 0.0311675 | val_loss: 0.0311807 | Time: 4043.62 ms [2021-08-21 01:22:18 main:574] : INFO : Epoch 1849 | loss: 0.0311662 | val_loss: 0.031179 | Time: 4100.59 ms [2021-08-21 01:22:22 main:574] : INFO : Epoch 1850 | loss: 0.031166 | val_loss: 0.03118 | Time: 4128 ms [2021-08-21 01:22:27 main:574] : INFO : Epoch 1851 | loss: 0.0311666 | val_loss: 0.0311796 | Time: 4163.61 ms [2021-08-21 01:22:31 main:574] : INFO : Epoch 1852 | loss: 0.031167 | val_loss: 0.0311809 | Time: 4287.29 ms [2021-08-21 01:22:35 main:574] : INFO : Epoch 1853 | loss: 0.0311697 | val_loss: 0.0311792 | Time: 4224.77 ms [2021-08-21 01:22:39 main:574] : INFO : Epoch 1854 | loss: 0.0311689 | val_loss: 0.0311791 | Time: 4132.65 ms [2021-08-21 01:22:43 main:574] : INFO : Epoch 1855 | loss: 0.0311687 | val_loss: 0.031179 | Time: 4211.15 ms [2021-08-21 01:22:48 main:574] : INFO : Epoch 1856 | loss: 0.0311681 | val_loss: 0.0311783 | Time: 4152.17 ms [2021-08-21 01:22:52 main:574] : INFO : Epoch 1857 | loss: 0.031168 | val_loss: 0.0311801 | Time: 4199.02 ms [2021-08-21 01:22:56 main:574] : INFO : Epoch 1858 | loss: 0.0311678 | val_loss: 0.031179 | Time: 4190.54 ms [2021-08-21 01:23:00 main:574] : INFO : Epoch 1859 | loss: 0.0311676 | val_loss: 0.0311786 | Time: 4138.05 ms [2021-08-21 01:23:04 main:574] : INFO : Epoch 1860 | loss: 0.031167 | val_loss: 0.0311786 | Time: 4133.79 ms [2021-08-21 01:23:09 main:574] : INFO : Epoch 1861 | loss: 0.0311669 | val_loss: 0.0311803 | Time: 4144.24 ms [2021-08-21 01:23:13 main:574] : INFO : Epoch 1862 | loss: 0.0311674 | val_loss: 0.0311825 | Time: 4148.33 ms [2021-08-21 01:23:17 main:574] : INFO : Epoch 1863 | loss: 0.0311704 | val_loss: 0.0311792 | Time: 4132.76 ms [2021-08-21 01:23:21 main:574] : INFO : Epoch 1864 | loss: 0.0311679 | val_loss: 0.0311794 | Time: 4114.24 ms [2021-08-21 01:23:25 main:574] : INFO : Epoch 1865 | loss: 0.0311676 | val_loss: 0.0311782 | Time: 4291.69 ms [2021-08-21 01:23:29 main:574] : INFO : Epoch 1866 | loss: 0.0311662 | val_loss: 0.0311797 | Time: 4185.06 ms [2021-08-21 01:23:34 main:574] : INFO : Epoch 1867 | loss: 0.0311665 | val_loss: 0.03118 | Time: 4191.53 ms [2021-08-21 01:23:38 main:574] : INFO : Epoch 1868 | loss: 0.03117 | val_loss: 0.0311906 | Time: 4150.97 ms [2021-08-21 01:23:42 main:574] : INFO : Epoch 1869 | loss: 0.0311673 | val_loss: 0.0311783 | Time: 4112.26 ms [2021-08-21 01:23:46 main:574] : INFO : Epoch 1870 | loss: 0.0311656 | val_loss: 0.0311794 | Time: 4277.97 ms [2021-08-21 01:23:50 main:574] : INFO : Epoch 1871 | loss: 0.0311669 | val_loss: 0.0311792 | Time: 4136.95 ms [2021-08-21 01:23:55 main:574] : INFO : Epoch 1872 | loss: 0.0311674 | val_loss: 0.0311801 | Time: 4115.11 ms [2021-08-21 01:23:59 main:574] : INFO : Epoch 1873 | loss: 0.0311654 | val_loss: 0.0311797 | Time: 4208.05 ms [2021-08-21 01:24:03 main:574] : INFO : Epoch 1874 | loss: 0.0311665 | val_loss: 0.0311841 | Time: 4147.92 ms [2021-08-21 01:24:07 main:574] : INFO : Epoch 1875 | loss: 0.0311682 | val_loss: 0.0311798 | Time: 4065.06 ms [2021-08-21 01:24:11 main:574] : INFO : Epoch 1876 | loss: 0.0311686 | val_loss: 0.0311796 | Time: 4092.48 ms [2021-08-21 01:24:15 main:574] : INFO : Epoch 1877 | loss: 0.0311675 | val_loss: 0.0311803 | Time: 4077.01 ms [2021-08-21 01:24:19 main:574] : INFO : Epoch 1878 | loss: 0.0311666 | val_loss: 0.0311829 | Time: 4091.01 ms [2021-08-21 01:24:24 main:574] : INFO : Epoch 1879 | loss: 0.0311661 | val_loss: 0.0311848 | Time: 4147.43 ms [2021-08-21 01:24:28 main:574] : INFO : Epoch 1880 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 4100.52 ms [2021-08-21 01:24:32 main:574] : INFO : Epoch 1881 | loss: 0.0311764 | val_loss: 0.0311902 | Time: 4103.9 ms [2021-08-21 01:24:36 main:574] : INFO : Epoch 1882 | loss: 0.0311714 | val_loss: 0.0311917 | Time: 4221.05 ms [2021-08-21 01:24:40 main:574] : INFO : Epoch 1883 | loss: 0.0311694 | val_loss: 0.0311813 | Time: 4362.29 ms [2021-08-21 01:24:45 main:574] : INFO : Epoch 1884 | loss: 0.0311673 | val_loss: 0.0311801 | Time: 4138.29 ms [2021-08-21 01:24:49 main:574] : INFO : Epoch 1885 | loss: 0.0311671 | val_loss: 0.0311798 | Time: 4203.52 ms [2021-08-21 01:24:53 main:574] : INFO : Epoch 1886 | loss: 0.0311679 | val_loss: 0.0311811 | Time: 4151.84 ms [2021-08-21 01:24:57 main:574] : INFO : Epoch 1887 | loss: 0.0311692 | val_loss: 0.0311812 | Time: 4094.12 ms [2021-08-21 01:25:01 main:574] : INFO : Epoch 1888 | loss: 0.0311678 | val_loss: 0.0311796 | Time: 4282.95 ms [2021-08-21 01:25:05 main:574] : INFO : Epoch 1889 | loss: 0.0311677 | val_loss: 0.0311813 | Time: 4119.78 ms [2021-08-21 01:25:10 main:574] : INFO : Epoch 1890 | loss: 0.031171 | val_loss: 0.0311822 | Time: 4107.95 ms [2021-08-21 01:25:14 main:574] : INFO : Epoch 1891 | loss: 0.0311667 | val_loss: 0.03118 | Time: 4088.13 ms [2021-08-21 01:25:18 main:574] : INFO : Epoch 1892 | loss: 0.0311671 | val_loss: 0.0311795 | Time: 4084.55 ms [2021-08-21 01:25:22 main:574] : INFO : Epoch 1893 | loss: 0.0311663 | val_loss: 0.031182 | Time: 4154.13 ms [2021-08-21 01:25:26 main:574] : INFO : Epoch 1894 | loss: 0.0311654 | val_loss: 0.0311799 | Time: 4119.63 ms [2021-08-21 01:25:30 main:574] : INFO : Epoch 1895 | loss: 0.0311692 | val_loss: 0.03118 | Time: 4168.75 ms [2021-08-21 01:25:35 main:574] : INFO : Epoch 1896 | loss: 0.0311667 | val_loss: 0.0311823 | Time: 4177.24 ms [2021-08-21 01:25:39 main:574] : INFO : Epoch 1897 | loss: 0.0311681 | val_loss: 0.0311831 | Time: 4294.35 ms [2021-08-21 01:25:43 main:574] : INFO : Epoch 1898 | loss: 0.0311662 | val_loss: 0.0311793 | Time: 4092.98 ms [2021-08-21 01:25:47 main:574] : INFO : Epoch 1899 | loss: 0.0311659 | val_loss: 0.0311793 | Time: 4243.38 ms [2021-08-21 01:25:52 main:574] : INFO : Epoch 1900 | loss: 0.031166 | val_loss: 0.0311833 | Time: 4262.9 ms [2021-08-21 01:25:56 main:574] : INFO : Epoch 1901 | loss: 0.03117 | val_loss: 0.0311843 | Time: 4126.55 ms [2021-08-21 01:26:00 main:574] : INFO : Epoch 1902 | loss: 0.0311676 | val_loss: 0.0311808 | Time: 4148.25 ms [2021-08-21 01:26:04 main:574] : INFO : Epoch 1903 | loss: 0.0311684 | val_loss: 0.031181 | Time: 4484.11 ms [2021-08-21 01:26:08 main:574] : INFO : Epoch 1904 | loss: 0.0311677 | val_loss: 0.0311864 | Time: 4074.9 ms [2021-08-21 01:26:13 main:574] : INFO : Epoch 1905 | loss: 0.0311673 | val_loss: 0.0311808 | Time: 4169.31 ms [2021-08-21 01:26:17 main:574] : INFO : Epoch 1906 | loss: 0.0311669 | val_loss: 0.0311803 | Time: 4214.63 ms [2021-08-21 01:26:21 main:574] : INFO : Epoch 1907 | loss: 0.031167 | val_loss: 0.0311823 | Time: 4142.04 ms [2021-08-21 01:26:25 main:574] : INFO : Epoch 1908 | loss: 0.0311669 | val_loss: 0.0311831 | Time: 4166.49 ms [2021-08-21 01:26:29 main:574] : INFO : Epoch 1909 | loss: 0.0311671 | val_loss: 0.0311797 | Time: 4196.74 ms [2021-08-21 01:26:34 main:574] : INFO : Epoch 1910 | loss: 0.0311667 | val_loss: 0.0311801 | Time: 4308.75 ms [2021-08-21 01:26:38 main:574] : INFO : Epoch 1911 | loss: 0.0311668 | val_loss: 0.0311886 | Time: 4200.24 ms [2021-08-21 01:26:42 main:574] : INFO : Epoch 1912 | loss: 0.0311692 | val_loss: 0.0311821 | Time: 4252.48 ms [2021-08-21 01:26:47 main:574] : INFO : Epoch 1913 | loss: 0.0311723 | val_loss: 0.031185 | Time: 4239.09 ms [2021-08-21 01:26:51 main:574] : INFO : Epoch 1914 | loss: 0.0311694 | val_loss: 0.0311832 | Time: 4193.91 ms [2021-08-21 01:26:55 main:574] : INFO : Epoch 1915 | loss: 0.0311677 | val_loss: 0.0311801 | Time: 4206.46 ms [2021-08-21 01:26:59 main:574] : INFO : Epoch 1916 | loss: 0.0311679 | val_loss: 0.0311787 | Time: 4113.19 ms [2021-08-21 01:27:03 main:574] : INFO : Epoch 1917 | loss: 0.0311662 | val_loss: 0.0311827 | Time: 4148.93 ms [2021-08-21 01:27:07 main:574] : INFO : Epoch 1918 | loss: 0.031166 | val_loss: 0.0311793 | Time: 4110.24 ms [2021-08-21 01:27:12 main:574] : INFO : Epoch 1919 | loss: 0.0311688 | val_loss: 0.031182 | Time: 4068.22 ms [2021-08-21 01:27:16 main:574] : INFO : Epoch 1920 | loss: 0.0311667 | val_loss: 0.0311835 | Time: 4092.01 ms [2021-08-21 01:27:20 main:574] : INFO : Epoch 1921 | loss: 0.0311671 | val_loss: 0.0311821 | Time: 4155.65 ms [2021-08-21 01:27:24 main:574] : INFO : Epoch 1922 | loss: 0.0311656 | val_loss: 0.0311827 | Time: 4082.48 ms [2021-08-21 01:27:28 main:574] : INFO : Epoch 1923 | loss: 0.0311663 | val_loss: 0.0311808 | Time: 4255.65 ms [2021-08-21 01:27:32 main:574] : INFO : Epoch 1924 | loss: 0.0311651 | val_loss: 0.0311813 | Time: 4162.03 ms [2021-08-21 01:27:37 main:574] : INFO : Epoch 1925 | loss: 0.031165 | val_loss: 0.0311811 | Time: 4240.68 ms [2021-08-21 01:27:41 main:574] : INFO : Epoch 1926 | loss: 0.0311662 | val_loss: 0.0311826 | Time: 4114.19 ms [2021-08-21 01:27:45 main:574] : INFO : Epoch 1927 | loss: 0.0311661 | val_loss: 0.0311811 | Time: 4107.98 ms [2021-08-21 01:27:49 main:574] : INFO : Epoch 1928 | loss: 0.0311657 | val_loss: 0.0311817 | Time: 4134.63 ms [2021-08-21 01:27:53 main:574] : INFO : Epoch 1929 | loss: 0.0311659 | val_loss: 0.0311803 | Time: 4230.5 ms [2021-08-21 01:27:57 main:574] : INFO : Epoch 1930 | loss: 0.0311667 | val_loss: 0.0311816 | Time: 4061 ms [2021-08-21 01:28:02 main:574] : INFO : Epoch 1931 | loss: 0.0311691 | val_loss: 0.0311838 | Time: 4109.82 ms [2021-08-21 01:28:06 main:574] : INFO : Epoch 1932 | loss: 0.0311772 | val_loss: 0.0311923 | Time: 4113.56 ms [2021-08-21 01:28:10 main:574] : INFO : Epoch 1933 | loss: 0.031189 | val_loss: 0.0311914 | Time: 4207.9 ms [2021-08-21 01:28:14 main:574] : INFO : Epoch 1934 | loss: 0.0311887 | val_loss: 0.0311979 | Time: 4037.68 ms [2021-08-21 01:28:18 main:574] : INFO : Epoch 1935 | loss: 0.0311853 | val_loss: 0.0311848 | Time: 4138.34 ms [2021-08-21 01:28:22 main:574] : INFO : Epoch 1936 | loss: 0.0311807 | val_loss: 0.0311869 | Time: 4141.6 ms [2021-08-21 01:28:27 main:574] : INFO : Epoch 1937 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 4171.27 ms [2021-08-21 01:28:31 main:574] : INFO : Epoch 1938 | loss: 0.0311805 | val_loss: 0.0311869 | Time: 4265.79 ms [2021-08-21 01:28:35 main:574] : INFO : Epoch 1939 | loss: 0.0311804 | val_loss: 0.0311821 | Time: 4217.29 ms [2021-08-21 01:28:39 main:574] : INFO : Epoch 1940 | loss: 0.0311783 | val_loss: 0.0311826 | Time: 4180.59 ms [2021-08-21 01:28:43 main:574] : INFO : Epoch 1941 | loss: 0.0311768 | val_loss: 0.0311821 | Time: 4112.78 ms [2021-08-21 01:28:48 main:574] : INFO : Epoch 1942 | loss: 0.0311765 | val_loss: 0.0311816 | Time: 4124.52 ms [2021-08-21 01:28:52 main:574] : INFO : Epoch 1943 | loss: 0.0311753 | val_loss: 0.0311818 | Time: 4113.03 ms [2021-08-21 01:28:56 main:574] : INFO : Epoch 1944 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 4160.3 ms [2021-08-21 01:29:00 main:574] : INFO : Epoch 1945 | loss: 0.031175 | val_loss: 0.0311842 | Time: 4201.13 ms [2021-08-21 01:29:04 main:574] : INFO : Epoch 1946 | loss: 0.031179 | val_loss: 0.0311822 | Time: 4189.59 ms [2021-08-21 01:29:08 main:574] : INFO : Epoch 1947 | loss: 0.0311743 | val_loss: 0.0311816 | Time: 4119.4 ms [2021-08-21 01:29:13 main:574] : INFO : Epoch 1948 | loss: 0.0311736 | val_loss: 0.031182 | Time: 4138.51 ms [2021-08-21 01:29:17 main:574] : INFO : Epoch 1949 | loss: 0.0311743 | val_loss: 0.0311821 | Time: 4106.54 ms [2021-08-21 01:29:21 main:574] : INFO : Epoch 1950 | loss: 0.0311742 | val_loss: 0.0311816 | Time: 4083.06 ms [2021-08-21 01:29:25 main:574] : INFO : Epoch 1951 | loss: 0.0311746 | val_loss: 0.0311798 | Time: 4140.62 ms [2021-08-21 01:29:29 main:574] : INFO : Epoch 1952 | loss: 0.0311735 | val_loss: 0.0311818 | Time: 4126.18 ms [2021-08-21 01:29:33 main:574] : INFO : Epoch 1953 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 4085.25 ms [2021-08-21 01:29:37 main:574] : INFO : Epoch 1954 | loss: 0.0311729 | val_loss: 0.0311841 | Time: 4104.77 ms [2021-08-21 01:29:42 main:574] : INFO : Epoch 1955 | loss: 0.0311754 | val_loss: 0.0311835 | Time: 4100.11 ms [2021-08-21 01:29:46 main:574] : INFO : Epoch 1956 | loss: 0.0311766 | val_loss: 0.0311894 | Time: 4172.09 ms [2021-08-21 01:29:50 main:574] : INFO : Epoch 1957 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 4140.93 ms [2021-08-21 01:29:54 main:574] : INFO : Epoch 1958 | loss: 0.031173 | val_loss: 0.0311817 | Time: 4068.06 ms [2021-08-21 01:29:58 main:574] : INFO : Epoch 1959 | loss: 0.0311724 | val_loss: 0.0311824 | Time: 4123.53 ms [2021-08-21 01:30:02 main:574] : INFO : Epoch 1960 | loss: 0.0311809 | val_loss: 0.0311924 | Time: 4176.44 ms [2021-08-21 01:30:07 main:574] : INFO : Epoch 1961 | loss: 0.03119 | val_loss: 0.0311941 | Time: 4182.82 ms [2021-08-21 01:30:11 main:574] : INFO : Epoch 1962 | loss: 0.0311875 | val_loss: 0.0311922 | Time: 4160.19 ms [2021-08-21 01:30:15 main:574] : INFO : Epoch 1963 | loss: 0.0311844 | val_loss: 0.0311914 | Time: 4168.72 ms [2021-08-21 01:30:19 main:574] : INFO : Epoch 1964 | loss: 0.0311837 | val_loss: 0.0311901 | Time: 4176.08 ms [2021-08-21 01:30:23 main:574] : INFO : Epoch 1965 | loss: 0.0311824 | val_loss: 0.0311904 | Time: 4239.37 ms [2021-08-21 01:30:28 main:574] : INFO : Epoch 1966 | loss: 0.0311821 | val_loss: 0.0311905 | Time: 4172.53 ms [2021-08-21 01:30:32 main:574] : INFO : Epoch 1967 | loss: 0.0311804 | val_loss: 0.0311841 | Time: 4130.02 ms [2021-08-21 01:30:36 main:574] : INFO : Epoch 1968 | loss: 0.0311763 | val_loss: 0.0311817 | Time: 4128.02 ms [2021-08-21 01:30:40 main:574] : INFO : Epoch 1969 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 4181.64 ms [2021-08-21 01:30:44 main:574] : INFO : Epoch 1970 | loss: 0.0311779 | val_loss: 0.0311842 | Time: 4077.44 ms [2021-08-21 01:30:48 main:574] : INFO : Epoch 1971 | loss: 0.0311762 | val_loss: 0.0311845 | Time: 4093.18 ms [2021-08-21 01:30:52 main:574] : INFO : Epoch 1972 | loss: 0.0311752 | val_loss: 0.031181 | Time: 4216.87 ms [2021-08-21 01:30:57 main:574] : INFO : Epoch 1973 | loss: 0.0311768 | val_loss: 0.0311895 | Time: 4292.76 ms [2021-08-21 01:31:01 main:574] : INFO : Epoch 1974 | loss: 0.0311747 | val_loss: 0.031184 | Time: 4188.73 ms [2021-08-21 01:31:05 main:574] : INFO : Epoch 1975 | loss: 0.0311725 | val_loss: 0.0311813 | Time: 4177.83 ms [2021-08-21 01:31:09 main:574] : INFO : Epoch 1976 | loss: 0.0311733 | val_loss: 0.0311816 | Time: 4029.52 ms [2021-08-21 01:31:13 main:574] : INFO : Epoch 1977 | loss: 0.0311717 | val_loss: 0.0311808 | Time: 4112.95 ms [2021-08-21 01:31:18 main:574] : INFO : Epoch 1978 | loss: 0.0311713 | val_loss: 0.0311814 | Time: 4137.53 ms [2021-08-21 01:31:22 main:574] : INFO : Epoch 1979 | loss: 0.0311707 | val_loss: 0.031181 | Time: 4095.03 ms [2021-08-21 01:31:26 main:574] : INFO : Epoch 1980 | loss: 0.0311705 | val_loss: 0.0311812 | Time: 4116.41 ms [2021-08-21 01:31:30 main:574] : INFO : Epoch 1981 | loss: 0.0311698 | val_loss: 0.0311804 | Time: 4281.8 ms [2021-08-21 01:31:34 main:574] : INFO : Epoch 1982 | loss: 0.0311702 | val_loss: 0.0311804 | Time: 4215.77 ms [2021-08-21 01:31:39 main:574] : INFO : Epoch 1983 | loss: 0.0311703 | val_loss: 0.0311807 | Time: 4153.76 ms [2021-08-21 01:31:43 main:574] : INFO : Epoch 1984 | loss: 0.0311698 | val_loss: 0.0311805 | Time: 4158.16 ms [2021-08-21 01:31:47 main:574] : INFO : Epoch 1985 | loss: 0.0311698 | val_loss: 0.0311802 | Time: 4195.43 ms [2021-08-21 01:31:51 main:574] : INFO : Epoch 1986 | loss: 0.03117 | val_loss: 0.0311808 | Time: 4176.67 ms [2021-08-21 01:31:55 main:574] : INFO : Epoch 1987 | loss: 0.0311691 | val_loss: 0.0311819 | Time: 4116.96 ms [2021-08-21 01:31:59 main:574] : INFO : Epoch 1988 | loss: 0.031169 | val_loss: 0.0311796 | Time: 4198.18 ms [2021-08-21 01:32:04 main:574] : INFO : Epoch 1989 | loss: 0.0311688 | val_loss: 0.0311834 | Time: 4230.97 ms [2021-08-21 01:32:08 main:574] : INFO : Epoch 1990 | loss: 0.0311702 | val_loss: 0.0311792 | Time: 4188.68 ms [2021-08-21 01:32:12 main:574] : INFO : Epoch 1991 | loss: 0.0311689 | val_loss: 0.0311806 | Time: 4179.36 ms [2021-08-21 01:32:16 main:574] : INFO : Epoch 1992 | loss: 0.0311684 | val_loss: 0.0311834 | Time: 4160.13 ms [2021-08-21 01:32:21 main:574] : INFO : Epoch 1993 | loss: 0.0311708 | val_loss: 0.0311872 | Time: 4316.35 ms [2021-08-21 01:32:25 main:574] : INFO : Epoch 1994 | loss: 0.031171 | val_loss: 0.0311853 | Time: 4131.01 ms [2021-08-21 01:32:29 main:574] : INFO : Epoch 1995 | loss: 0.0311742 | val_loss: 0.0311869 | Time: 4222.63 ms [2021-08-21 01:32:33 main:574] : INFO : Epoch 1996 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 4121.12 ms [2021-08-21 01:32:37 main:574] : INFO : Epoch 1997 | loss: 0.0311687 | val_loss: 0.031185 | Time: 4150.28 ms [2021-08-21 01:32:42 main:574] : INFO : Epoch 1998 | loss: 0.0311689 | val_loss: 0.0311808 | Time: 4267 ms [2021-08-21 01:32:46 main:574] : INFO : Epoch 1999 | loss: 0.0311687 | val_loss: 0.0311798 | Time: 4173.75 ms [2021-08-21 01:32:50 main:574] : INFO : Epoch 2000 | loss: 0.0311679 | val_loss: 0.0311799 | Time: 4153.03 ms [2021-08-21 01:32:54 main:574] : INFO : Epoch 2001 | loss: 0.0311688 | val_loss: 0.0311824 | Time: 4207.28 ms [2021-08-21 01:32:58 main:574] : INFO : Epoch 2002 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 4182.68 ms [2021-08-21 01:33:03 main:574] : INFO : Epoch 2003 | loss: 0.031168 | val_loss: 0.03118 | Time: 4184.73 ms [2021-08-21 01:33:07 main:574] : INFO : Epoch 2004 | loss: 0.0311696 | val_loss: 0.031185 | Time: 4085.99 ms [2021-08-21 01:33:11 main:574] : INFO : Epoch 2005 | loss: 0.0311749 | val_loss: 0.0311858 | Time: 4078.97 ms [2021-08-21 01:33:15 main:574] : INFO : Epoch 2006 | loss: 0.031174 | val_loss: 0.0311853 | Time: 4116.33 ms [2021-08-21 01:33:19 main:574] : INFO : Epoch 2007 | loss: 0.0311765 | val_loss: 0.0311877 | Time: 4073.88 ms [2021-08-21 01:33:23 main:574] : INFO : Epoch 2008 | loss: 0.0311738 | val_loss: 0.0311834 | Time: 4087.07 ms [2021-08-21 01:33:27 main:574] : INFO : Epoch 2009 | loss: 0.0311758 | val_loss: 0.0311857 | Time: 4200.13 ms [2021-08-21 01:33:32 main:574] : INFO : Epoch 2010 | loss: 0.0311739 | val_loss: 0.0311835 | Time: 4260.01 ms [2021-08-21 01:33:36 main:574] : INFO : Epoch 2011 | loss: 0.0311705 | val_loss: 0.0311834 | Time: 4205.09 ms [2021-08-21 01:33:40 main:574] : INFO : Epoch 2012 | loss: 0.0311705 | val_loss: 0.0311813 | Time: 4153.18 ms [2021-08-21 01:33:44 main:574] : INFO : Epoch 2013 | loss: 0.031172 | val_loss: 0.0311809 | Time: 4133.23 ms [2021-08-21 01:33:48 main:574] : INFO : Epoch 2014 | loss: 0.0311715 | val_loss: 0.0311848 | Time: 4172.95 ms [2021-08-21 01:33:52 main:574] : INFO : Epoch 2015 | loss: 0.0311749 | val_loss: 0.031181 | Time: 4114.37 ms [2021-08-21 01:33:57 main:574] : INFO : Epoch 2016 | loss: 0.0311725 | val_loss: 0.0311844 | Time: 4216.28 ms [2021-08-21 01:34:01 main:574] : INFO : Epoch 2017 | loss: 0.0311716 | val_loss: 0.0311819 | Time: 4229.56 ms [2021-08-21 01:34:05 main:574] : INFO : Epoch 2018 | loss: 0.03117 | val_loss: 0.031181 | Time: 4148.14 ms [2021-08-21 01:34:09 main:574] : INFO : Epoch 2019 | loss: 0.0311702 | val_loss: 0.03119 | Time: 4052.4 ms [2021-08-21 01:34:13 main:574] : INFO : Epoch 2020 | loss: 0.031173 | val_loss: 0.0311784 | Time: 4117.4 ms [2021-08-21 01:34:17 main:574] : INFO : Epoch 2021 | loss: 0.031174 | val_loss: 0.0311805 | Time: 4055.23 ms [2021-08-21 01:34:22 main:574] : INFO : Epoch 2022 | loss: 0.0311707 | val_loss: 0.0311804 | Time: 4071.1 ms [2021-08-21 01:34:26 main:574] : INFO : Epoch 2023 | loss: 0.0311687 | val_loss: 0.0311793 | Time: 4133.47 ms [2021-08-21 01:34:30 main:574] : INFO : Epoch 2024 | loss: 0.0311687 | val_loss: 0.0311801 | Time: 4252.32 ms [2021-08-21 01:34:34 main:574] : INFO : Epoch 2025 | loss: 0.0311697 | val_loss: 0.0311826 | Time: 4082.53 ms [2021-08-21 01:34:38 main:574] : INFO : Epoch 2026 | loss: 0.0311714 | val_loss: 0.0311838 | Time: 4142.26 ms [2021-08-21 01:34:42 main:574] : INFO : Epoch 2027 | loss: 0.0311729 | val_loss: 0.0311845 | Time: 4134.53 ms [2021-08-21 01:34:47 main:574] : INFO : Epoch 2028 | loss: 0.0311701 | val_loss: 0.0311856 | Time: 4152.96 ms [2021-08-21 01:34:51 main:574] : INFO : Epoch 2029 | loss: 0.0311699 | val_loss: 0.031181 | Time: 4164.6 ms [2021-08-21 01:34:55 main:574] : INFO : Epoch 2030 | loss: 0.0311693 | val_loss: 0.0311823 | Time: 4304.48 ms [2021-08-21 01:34:59 main:574] : INFO : Epoch 2031 | loss: 0.0311694 | val_loss: 0.0311816 | Time: 4317.52 ms [2021-08-21 01:35:04 main:574] : INFO : Epoch 2032 | loss: 0.0311696 | val_loss: 0.031181 | Time: 4331.57 ms [2021-08-21 01:35:08 main:574] : INFO : Epoch 2033 | loss: 0.0311702 | val_loss: 0.0311824 | Time: 4160.47 ms [2021-08-21 01:35:12 main:574] : INFO : Epoch 2034 | loss: 0.0311705 | val_loss: 0.0311816 | Time: 4253.29 ms [2021-08-21 01:35:16 main:574] : INFO : Epoch 2035 | loss: 0.0311685 | val_loss: 0.0311822 | Time: 4170.88 ms [2021-08-21 01:35:21 main:574] : INFO : Epoch 2036 | loss: 0.0311696 | val_loss: 0.0311804 | Time: 4508.77 ms [2021-08-21 01:35:25 main:574] : INFO : Epoch 2037 | loss: 0.0311684 | val_loss: 0.0311818 | Time: 4257.89 ms [2021-08-21 01:35:29 main:574] : INFO : Epoch 2038 | loss: 0.0311693 | val_loss: 0.0311817 | Time: 4078.15 ms [2021-08-21 01:35:34 main:574] : INFO : Epoch 2039 | loss: 0.0311702 | val_loss: 0.0311834 | Time: 4184.31 ms [2021-08-21 01:35:38 main:574] : INFO : Epoch 2040 | loss: 0.0311691 | val_loss: 0.0311811 | Time: 4143.06 ms [2021-08-21 01:35:42 main:574] : INFO : Epoch 2041 | loss: 0.0311695 | val_loss: 0.0311826 | Time: 4243.88 ms [2021-08-21 01:35:46 main:574] : INFO : Epoch 2042 | loss: 0.0311706 | val_loss: 0.0311841 | Time: 4263.06 ms [2021-08-21 01:35:50 main:574] : INFO : Epoch 2043 | loss: 0.0311694 | val_loss: 0.0311805 | Time: 4121.77 ms [2021-08-21 01:35:55 main:574] : INFO : Epoch 2044 | loss: 0.0311684 | val_loss: 0.0311844 | Time: 4129.55 ms [2021-08-21 01:35:59 main:574] : INFO : Epoch 2045 | loss: 0.0311684 | val_loss: 0.0311813 | Time: 4302.22 ms [2021-08-21 01:36:03 main:574] : INFO : Epoch 2046 | loss: 0.0311687 | val_loss: 0.0311844 | Time: 4114.31 ms [2021-08-21 01:36:07 main:574] : INFO : Epoch 2047 | loss: 0.0311701 | val_loss: 0.0311839 | Time: 4119.67 ms [2021-08-21 01:36:11 main:574] : INFO : Epoch 2048 | loss: 0.03117 | val_loss: 0.031181 | Time: 4101.15 ms [2021-08-21 01:36:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031181 [2021-08-21 01:36:11 main:603] : INFO : Saving end state to config to file [2021-08-21 01:36:11 main:608] : INFO : Success, exiting.. 01:36:11 (11224): 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)