Task 3740479
| Name | ParityModified-1609264384-20994-4_0 |
| Workunit | 1921922 |
| Created | 20 Jan 2021, 3:41:15 UTC |
| Sent | 21 Jan 2021, 23:16:05 UTC |
| Report deadline | 28 Jan 2021, 23:16:05 UTC |
| Received | 22 Jan 2021, 12:12:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 44 min 43 sec |
| CPU time | 2 hours 26 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 15:58 main:574] : INFO : Epoch 1542 | loss: 0.0311845 | val_loss: 0.0311862 | Time: 4495.66 ms [2021-01-21 23:16:03 main:574] : INFO : Epoch 1543 | loss: 0.0311774 | val_loss: 0.031186 | Time: 4444.16 ms [2021-01-21 23:16:07 main:574] : INFO : Epoch 1544 | loss: 0.0311775 | val_loss: 0.031184 | Time: 4301.72 ms [2021-01-21 23:16:12 main:574] : INFO : Epoch 1545 | loss: 0.0311796 | val_loss: 0.0311887 | Time: 4284.38 ms [2021-01-21 23:16:16 main:574] : INFO : Epoch 1546 | loss: 0.0311874 | val_loss: 0.0311965 | Time: 4204.2 ms [2021-01-21 23:16:20 main:574] : INFO : Epoch 1547 | loss: 0.0311909 | val_loss: 0.0311909 | Time: 4222.57 ms [2021-01-21 23:16:24 main:574] : INFO : Epoch 1548 | loss: 0.0311872 | val_loss: 0.0311874 | Time: 4148.88 ms [2021-01-21 23:16:29 main:574] : INFO : Epoch 1549 | loss: 0.0311886 | val_loss: 0.0311864 | Time: 4248.24 ms [2021-01-21 23:16:33 main:574] : INFO : Epoch 1550 | loss: 0.0311871 | val_loss: 0.0311844 | Time: 4232.57 ms [2021-01-21 23:16:37 main:574] : INFO : Epoch 1551 | loss: 0.0311844 | val_loss: 0.0311876 | Time: 4191.96 ms [2021-01-21 23:16:42 main:574] : INFO : Epoch 1552 | loss: 0.0311829 | val_loss: 0.0311825 | Time: 4275.55 ms [2021-01-21 23:16:46 main:574] : INFO : Epoch 1553 | loss: 0.0311832 | val_loss: 0.0311829 | Time: 4225.17 ms [2021-01-21 23:16:50 main:574] : INFO : Epoch 1554 | loss: 0.0311814 | val_loss: 0.0311835 | Time: 4228.95 ms [2021-01-21 23:16:54 main:574] : INFO : Epoch 1555 | loss: 0.0311803 | val_loss: 0.0311832 | Time: 4133.09 ms [2021-01-21 23:16:59 main:574] : INFO : Epoch 1556 | loss: 0.0311795 | val_loss: 0.0311833 | Time: 4229.15 ms [2021-01-21 23:17:03 main:574] : INFO : Epoch 1557 | loss: 0.0311801 | val_loss: 0.0311862 | Time: 4152.5 ms [2021-01-21 23:17:07 main:574] : INFO : Epoch 1558 | loss: 0.0311806 | val_loss: 0.0311844 | Time: 4217.12 ms [2021-01-21 23:17:11 main:574] : INFO : Epoch 1559 | loss: 0.0311795 | val_loss: 0.0311833 | Time: 4201.89 ms [2021-01-21 23:17:16 main:574] : INFO : Epoch 1560 | loss: 0.031179 | val_loss: 0.0311827 | Time: 4229.09 ms [2021-01-21 23:17:20 main:574] : INFO : Epoch 1561 | loss: 0.0311791 | val_loss: 0.031183 | Time: 4322.9 ms [2021-01-21 23:17:24 main:574] : INFO : Epoch 1562 | loss: 0.0311787 | val_loss: 0.0311822 | Time: 4177.86 ms [2021-01-21 23:17:29 main:574] : INFO : Epoch 1563 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 4253.36 ms [2021-01-21 23:17:33 main:574] : INFO : Epoch 1564 | loss: 0.031178 | val_loss: 0.0311816 | Time: 4197.42 ms [2021-01-21 23:17:37 main:574] : INFO : Epoch 1565 | loss: 0.0311772 | val_loss: 0.0311802 | Time: 4205.42 ms [2021-01-21 23:17:41 main:574] : INFO : Epoch 1566 | loss: 0.0311775 | val_loss: 0.0311833 | Time: 4192.1 ms [2021-01-21 23:17:46 main:574] : INFO : Epoch 1567 | loss: 0.0311789 | val_loss: 0.0311801 | Time: 4236.08 ms [2021-01-21 23:17:50 main:574] : INFO : Epoch 1568 | loss: 0.0311761 | val_loss: 0.031181 | Time: 4258.5 ms [2021-01-21 23:17:54 main:574] : INFO : Epoch 1569 | loss: 0.0311771 | val_loss: 0.0311803 | Time: 4236.2 ms [2021-01-21 23:17:59 main:574] : INFO : Epoch 1570 | loss: 0.0311762 | val_loss: 0.0311803 | Time: 4239.96 ms [2021-01-21 23:18:03 main:574] : INFO : Epoch 1571 | loss: 0.0311766 | val_loss: 0.0311821 | Time: 4214.71 ms [2021-01-21 23:18:07 main:574] : INFO : Epoch 1572 | loss: 0.0311791 | val_loss: 0.0311798 | Time: 4194.25 ms [2021-01-21 23:18:11 main:574] : INFO : Epoch 1573 | loss: 0.0311764 | val_loss: 0.0311821 | Time: 4203.09 ms [2021-01-21 23:18:16 main:574] : INFO : Epoch 1574 | loss: 0.031176 | val_loss: 0.0311812 | Time: 4177.28 ms [2021-01-21 23:18:20 main:574] : INFO : Epoch 1575 | loss: 0.0311787 | val_loss: 0.0311806 | Time: 4191.42 ms [2021-01-21 23:18:24 main:574] : INFO : Epoch 1576 | loss: 0.0311766 | val_loss: 0.0311803 | Time: 4162.29 ms [2021-01-21 23:18:28 main:574] : INFO : Epoch 1577 | loss: 0.0311767 | val_loss: 0.0311781 | Time: 4187.04 ms [2021-01-21 23:18:33 main:574] : INFO : Epoch 1578 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 4206.7 ms [2021-01-21 23:18:37 main:574] : INFO : Epoch 1579 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 4222.63 ms [2021-01-21 23:18:41 main:574] : INFO : Epoch 1580 | loss: 0.0311763 | val_loss: 0.031183 | Time: 4216.01 ms [2021-01-21 23:18:45 main:574] : INFO : Epoch 1581 | loss: 0.0311754 | val_loss: 0.031181 | Time: 4209.2 ms [2021-01-21 23:18:50 main:574] : INFO : Epoch 1582 | loss: 0.0311778 | val_loss: 0.0311807 | Time: 4205.08 ms [2021-01-21 23:18:54 main:574] : INFO : Epoch 1583 | loss: 0.0311874 | val_loss: 0.0313108 | Time: 4152.97 ms [2021-01-21 23:18:58 main:574] : INFO : Epoch 1584 | loss: 0.0317622 | val_loss: 0.0335022 | Time: 4167.54 ms [2021-01-21 23:19:02 main:574] : INFO : Epoch 1585 | loss: 0.0329038 | val_loss: 0.0327649 | Time: 4172.72 ms [2021-01-21 23:19:07 main:574] : INFO : Epoch 1586 | loss: 0.0317442 | val_loss: 0.0313168 | Time: 4197.88 ms [2021-01-21 23:19:11 main:574] : INFO : Epoch 1587 | loss: 0.0312479 | val_loss: 0.0312152 | Time: 4229.15 ms [2021-01-21 23:19:15 main:574] : INFO : Epoch 1588 | loss: 0.031196 | val_loss: 0.0311889 | Time: 4204.69 ms [2021-01-21 23:19:20 main:574] : INFO : Epoch 1589 | loss: 0.0311893 | val_loss: 0.0311862 | Time: 4169.99 ms [2021-01-21 23:19:24 main:574] : INFO : Epoch 1590 | loss: 0.0311831 | val_loss: 0.0311878 | Time: 4204.63 ms [2021-01-21 23:19:28 main:574] : INFO : Epoch 1591 | loss: 0.0311809 | val_loss: 0.0311826 | Time: 4209.78 ms [2021-01-21 23:19:32 main:574] : INFO : Epoch 1592 | loss: 0.0311806 | val_loss: 0.0311839 | Time: 4133.69 ms [2021-01-21 23:19:37 main:574] : INFO : Epoch 1593 | loss: 0.031178 | val_loss: 0.031182 | Time: 4207.86 ms [2021-01-21 23:19:41 main:574] : INFO : Epoch 1594 | loss: 0.0311787 | val_loss: 0.0311861 | Time: 4207.58 ms [2021-01-21 23:19:45 main:574] : INFO : Epoch 1595 | loss: 0.031177 | val_loss: 0.0311887 | Time: 4248.53 ms [2021-01-21 23:19:50 main:574] : INFO : Epoch 1596 | loss: 0.0311783 | val_loss: 0.0311804 | Time: 4222.26 ms [2021-01-21 23:19:54 main:574] : INFO : Epoch 1597 | loss: 0.0311771 | val_loss: 0.0311809 | Time: 4204.37 ms [2021-01-21 23:19:58 main:574] : INFO : Epoch 1598 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 4197.89 ms [2021-01-21 23:20:02 main:574] : INFO : Epoch 1599 | loss: 0.0311742 | val_loss: 0.0311826 | Time: 4207.21 ms [2021-01-21 23:20:07 main:574] : INFO : Epoch 1600 | loss: 0.0311747 | val_loss: 0.0311804 | Time: 4197.52 ms [2021-01-21 23:20:11 main:574] : INFO : Epoch 1601 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 4183.06 ms [2021-01-21 23:20:15 main:574] : INFO : Epoch 1602 | loss: 0.0311748 | val_loss: 0.0311799 | Time: 4163.21 ms [2021-01-21 23:20:19 main:574] : INFO : Epoch 1603 | loss: 0.0311736 | val_loss: 0.031179 | Time: 4238.34 ms [2021-01-21 23:20:24 main:574] : INFO : Epoch 1604 | loss: 0.0311759 | val_loss: 0.0311802 | Time: 4250.01 ms [2021-01-21 23:20:28 main:574] : INFO : Epoch 1605 | loss: 0.0311737 | val_loss: 0.0311797 | Time: 4166.61 ms [2021-01-21 23:20:32 main:574] : INFO : Epoch 1606 | loss: 0.0311732 | val_loss: 0.0311801 | Time: 4323.77 ms [2021-01-21 23:20:37 main:574] : INFO : Epoch 1607 | loss: 0.0311749 | val_loss: 0.03118 | Time: 4209.29 ms [2021-01-21 23:20:41 main:574] : INFO : Epoch 1608 | loss: 0.0311726 | val_loss: 0.0311798 | Time: 4252.15 ms [2021-01-21 23:20:45 main:574] : INFO : Epoch 1609 | loss: 0.0311716 | val_loss: 0.0311793 | Time: 4201.35 ms [2021-01-21 23:20:50 main:574] : INFO : Epoch 1610 | loss: 0.0311718 | val_loss: 0.0311798 | Time: 4237.13 ms [2021-01-21 23:20:54 main:574] : INFO : Epoch 1611 | loss: 0.0311724 | val_loss: 0.0311808 | Time: 4220 ms [2021-01-21 23:20:58 main:574] : INFO : Epoch 1612 | loss: 0.0311728 | val_loss: 0.0311871 | Time: 4187.87 ms [2021-01-21 23:21:03 main:574] : INFO : Epoch 1613 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 4231.8 ms [2021-01-21 23:21:07 main:574] : INFO : Epoch 1614 | loss: 0.0311709 | val_loss: 0.0311793 | Time: 4217.87 ms [2021-01-21 23:21:11 main:574] : INFO : Epoch 1615 | loss: 0.0311736 | val_loss: 0.0311818 | Time: 4183.67 ms [2021-01-21 23:21:15 main:574] : INFO : Epoch 1616 | loss: 0.031174 | val_loss: 0.0311799 | Time: 4230.17 ms [2021-01-21 23:21:20 main:574] : INFO : Epoch 1617 | loss: 0.031172 | val_loss: 0.0311792 | Time: 4223.74 ms [2021-01-21 23:21:24 main:574] : INFO : Epoch 1618 | loss: 0.0311715 | val_loss: 0.0311799 | Time: 4243.62 ms [2021-01-21 23:21:28 main:574] : INFO : Epoch 1619 | loss: 0.0311713 | val_loss: 0.0311776 | Time: 4179.51 ms [2021-01-21 23:21:32 main:574] : INFO : Epoch 1620 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 4192.15 ms [2021-01-21 23:21:37 main:574] : INFO : Epoch 1621 | loss: 0.0311705 | val_loss: 0.031178 | Time: 4209.96 ms [2021-01-21 23:21:41 main:574] : INFO : Epoch 1622 | loss: 0.0311707 | val_loss: 0.0311792 | Time: 4240.94 ms [2021-01-21 23:21:45 main:574] : INFO : Epoch 1623 | loss: 0.0311721 | val_loss: 0.0311794 | Time: 4231.04 ms [2021-01-21 23:21:50 main:574] : INFO : Epoch 1624 | loss: 0.031172 | val_loss: 0.0311808 | Time: 4178.93 ms [2021-01-21 23:21:54 main:574] : INFO : Epoch 1625 | loss: 0.0311721 | val_loss: 0.0311794 | Time: 4251.65 ms [2021-01-21 23:21:58 main:574] : INFO : Epoch 1626 | loss: 0.031171 | val_loss: 0.0311808 | Time: 4189.24 ms [2021-01-21 23:22:02 main:574] : INFO : Epoch 1627 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 4203.53 ms [2021-01-21 23:22:07 main:574] : INFO : Epoch 1628 | loss: 0.0311697 | val_loss: 0.0311782 | Time: 4169.13 ms [2021-01-21 23:22:11 main:574] : INFO : Epoch 1629 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 4250.28 ms [2021-01-21 23:22:15 main:574] : INFO : Epoch 1630 | loss: 0.0311726 | val_loss: 0.0311806 | Time: 4231.5 ms [2021-01-21 23:22:19 main:574] : INFO : Epoch 1631 | loss: 0.031172 | val_loss: 0.0311782 | Time: 4197.88 ms [2021-01-21 23:22:24 main:574] : INFO : Epoch 1632 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 4217.57 ms [2021-01-21 23:22:28 main:574] : INFO : Epoch 1633 | loss: 0.0311691 | val_loss: 0.0311781 | Time: 4206.76 ms [2021-01-21 23:22:32 main:574] : INFO : Epoch 1634 | loss: 0.031169 | val_loss: 0.0311795 | Time: 4257.2 ms [2021-01-21 23:22:37 main:574] : INFO : Epoch 1635 | loss: 0.0311702 | val_loss: 0.0311783 | Time: 4185.52 ms [2021-01-21 23:22:41 main:574] : INFO : Epoch 1636 | loss: 0.0311693 | val_loss: 0.0311784 | Time: 4214.51 ms [2021-01-21 23:22:45 main:574] : INFO : Epoch 1637 | loss: 0.0311696 | val_loss: 0.031178 | Time: 4189.69 ms [2021-01-21 23:22:49 main:574] : INFO : Epoch 1638 | loss: 0.031169 | val_loss: 0.0311791 | Time: 4184.63 ms [2021-01-21 23:22:54 main:574] : INFO : Epoch 1639 | loss: 0.031169 | val_loss: 0.0311792 | Time: 4232.63 ms [2021-01-21 23:22:58 main:574] : INFO : Epoch 1640 | loss: 0.0311698 | val_loss: 0.0311797 | Time: 4161.88 ms [2021-01-21 23:23:02 main:574] : INFO : Epoch 1641 | loss: 0.0311726 | val_loss: 0.0311835 | Time: 4226.18 ms [2021-01-21 23:23:06 main:574] : INFO : Epoch 1642 | loss: 0.0311709 | val_loss: 0.0311785 | Time: 4198.67 ms [2021-01-21 23:23:11 main:574] : INFO : Epoch 1643 | loss: 0.0311701 | val_loss: 0.0311791 | Time: 4249.57 ms [2021-01-21 23:23:15 main:574] : INFO : Epoch 1644 | loss: 0.0311687 | val_loss: 0.0311804 | Time: 4249.76 ms [2021-01-21 23:23:19 main:574] : INFO : Epoch 1645 | loss: 0.031168 | val_loss: 0.0311781 | Time: 4167.74 ms [2021-01-21 23:23:23 main:574] : INFO : Epoch 1646 | loss: 0.0311686 | val_loss: 0.0311762 | Time: 4240.93 ms [2021-01-21 23:23:28 main:574] : INFO : Epoch 1647 | loss: 0.0311749 | val_loss: 0.0311844 | Time: 4261.08 ms [2021-01-21 23:23:32 main:574] : INFO : Epoch 1648 | loss: 0.0311794 | val_loss: 0.0311814 | Time: 4189.65 ms [2021-01-21 23:23:36 main:574] : INFO : Epoch 1649 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 4178.9 ms [2021-01-21 23:23:41 main:574] : INFO : Epoch 1650 | loss: 0.0311747 | val_loss: 0.0311815 | Time: 4192 ms [2021-01-21 23:23:45 main:574] : INFO : Epoch 1651 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 4194.71 ms [2021-01-21 23:23:49 main:574] : INFO : Epoch 1652 | loss: 0.0311717 | val_loss: 0.0311783 | Time: 4224.94 ms [2021-01-21 23:23:53 main:574] : INFO : Epoch 1653 | loss: 0.0311701 | val_loss: 0.0311773 | Time: 4200.22 ms [2021-01-21 23:23:58 main:574] : INFO : Epoch 1654 | loss: 0.0311711 | val_loss: 0.03118 | Time: 4203.06 ms [2021-01-21 23:24:02 main:574] : INFO : Epoch 1655 | loss: 0.0311706 | val_loss: 0.0311768 | Time: 4191.5 ms [2021-01-21 23:24:06 main:574] : INFO : Epoch 1656 | loss: 0.0311703 | val_loss: 0.0311781 | Time: 4251.59 ms [2021-01-21 23:24:10 main:574] : INFO : Epoch 1657 | loss: 0.0311702 | val_loss: 0.0311788 | Time: 4183.8 ms [2021-01-21 23:24:15 main:574] : INFO : Epoch 1658 | loss: 0.0311689 | val_loss: 0.0311764 | Time: 4177.27 ms [2021-01-21 23:24:19 main:574] : INFO : Epoch 1659 | loss: 0.0311696 | val_loss: 0.0311789 | Time: 4220.22 ms [2021-01-21 23:24:23 main:574] : INFO : Epoch 1660 | loss: 0.0311696 | val_loss: 0.0311776 | Time: 4210.15 ms [2021-01-21 23:24:27 main:574] : INFO : Epoch 1661 | loss: 0.0311696 | val_loss: 0.0311781 | Time: 4200.62 ms [2021-01-21 23:24:32 main:574] : INFO : Epoch 1662 | loss: 0.0311697 | val_loss: 0.031177 | Time: 4225.11 ms [2021-01-21 23:24:36 main:574] : INFO : Epoch 1663 | loss: 0.0311675 | val_loss: 0.0311775 | Time: 4220.21 ms [2021-01-21 23:24:40 main:574] : INFO : Epoch 1664 | loss: 0.0311675 | val_loss: 0.0311778 | Time: 4220.46 ms [2021-01-21 23:24:45 main:574] : INFO : Epoch 1665 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 4200.24 ms [2021-01-21 23:24:49 main:574] : INFO : Epoch 1666 | loss: 0.0311676 | val_loss: 0.0311763 | Time: 4168.72 ms [2021-01-21 23:24:53 main:574] : INFO : Epoch 1667 | loss: 0.0311673 | val_loss: 0.0311767 | Time: 4239.43 ms [2021-01-21 23:24:57 main:574] : INFO : Epoch 1668 | loss: 0.0311673 | val_loss: 0.0311792 | Time: 4179.91 ms [2021-01-21 23:25:01 main:574] : INFO : Epoch 1669 | loss: 0.0311707 | val_loss: 0.0311788 | Time: 4143.24 ms [2021-01-21 23:25:06 main:574] : INFO : Epoch 1670 | loss: 0.031171 | val_loss: 0.0311799 | Time: 4250.06 ms [2021-01-21 23:25:10 main:574] : INFO : Epoch 1671 | loss: 0.0311711 | val_loss: 0.0311813 | Time: 4150.81 ms [2021-01-21 23:25:14 main:574] : INFO : Epoch 1672 | loss: 0.0311721 | val_loss: 0.0311818 | Time: 4215.93 ms [2021-01-21 23:25:19 main:574] : INFO : Epoch 1673 | loss: 0.0311707 | val_loss: 0.0311777 | Time: 4240.9 ms [2021-01-21 23:25:23 main:574] : INFO : Epoch 1674 | loss: 0.0311705 | val_loss: 0.0311775 | Time: 4203.73 ms [2021-01-21 23:25:27 main:574] : INFO : Epoch 1675 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 4241.16 ms [2021-01-21 23:25:31 main:574] : INFO : Epoch 1676 | loss: 0.0311721 | val_loss: 0.0311797 | Time: 4185.39 ms [2021-01-21 23:25:36 main:574] : INFO : Epoch 1677 | loss: 0.0311718 | val_loss: 0.0311824 | Time: 4262.64 ms [2021-01-21 23:25:40 main:574] : INFO : Epoch 1678 | loss: 0.0311717 | val_loss: 0.0311781 | Time: 4192.75 ms [2021-01-21 23:25:44 main:574] : INFO : Epoch 1679 | loss: 0.0311706 | val_loss: 0.0311776 | Time: 4201.96 ms [2021-01-21 23:25:48 main:574] : INFO : Epoch 1680 | loss: 0.0311708 | val_loss: 0.0311803 | Time: 4232.2 ms [2021-01-21 23:25:53 main:574] : INFO : Epoch 1681 | loss: 0.0311709 | val_loss: 0.0311788 | Time: 4222.07 ms [2021-01-21 23:25:57 main:574] : INFO : Epoch 1682 | loss: 0.0311703 | val_loss: 0.0311784 | Time: 4229.45 ms [2021-01-21 23:26:01 main:574] : INFO : Epoch 1683 | loss: 0.0311725 | val_loss: 0.031179 | Time: 4169.56 ms [2021-01-21 23:26:06 main:574] : INFO : Epoch 1684 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 4260.6 ms [2021-01-21 23:26:10 main:574] : INFO : Epoch 1685 | loss: 0.0311732 | val_loss: 0.031179 | Time: 4248.46 ms [2021-01-21 23:26:14 main:574] : INFO : Epoch 1686 | loss: 0.0311735 | val_loss: 0.0311785 | Time: 4197.08 ms [2021-01-21 23:26:18 main:574] : INFO : Epoch 1687 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 4219.64 ms [2021-01-21 23:26:23 main:574] : INFO : Epoch 1688 | loss: 0.0311723 | val_loss: 0.031179 | Time: 4248.66 ms [2021-01-21 23:26:27 main:574] : INFO : Epoch 1689 | loss: 0.0311714 | val_loss: 0.0311782 | Time: 4224.25 ms [2021-01-21 23:26:31 main:574] : INFO : Epoch 1690 | loss: 0.0311716 | val_loss: 0.0311797 | Time: 4188.65 ms [2021-01-21 23:26:36 main:574] : INFO : Epoch 1691 | loss: 0.0311711 | val_loss: 0.0311787 | Time: 4204.7 ms [2021-01-21 23:26:40 main:574] : INFO : Epoch 1692 | loss: 0.0311706 | val_loss: 0.0311776 | Time: 4183.28 ms [2021-01-21 23:26:44 main:574] : INFO : Epoch 1693 | loss: 0.0311715 | val_loss: 0.0311785 | Time: 4226.54 ms [2021-01-21 23:26:48 main:574] : INFO : Epoch 1694 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 4176.91 ms [2021-01-21 23:26:53 main:574] : INFO : Epoch 1695 | loss: 0.0311737 | val_loss: 0.0311791 | Time: 4266.66 ms [2021-01-21 23:26:57 main:574] : INFO : Epoch 1696 | loss: 0.0311734 | val_loss: 0.0311797 | Time: 4251.13 ms [2021-01-21 23:27:01 main:574] : INFO : Epoch 1697 | loss: 0.031173 | val_loss: 0.0311787 | Time: 4177.87 ms [2021-01-21 23:27:05 main:574] : INFO : Epoch 1698 | loss: 0.0311716 | val_loss: 0.0311775 | Time: 4182.2 ms [2021-01-21 23:27:10 main:574] : INFO : Epoch 1699 | loss: 0.031172 | val_loss: 0.0311778 | Time: 4246.52 ms [2021-01-21 23:27:14 main:574] : INFO : Epoch 1700 | loss: 0.0311721 | val_loss: 0.031178 | Time: 4179.73 ms [2021-01-21 23:27:18 main:574] : INFO : Epoch 1701 | loss: 0.0311697 | val_loss: 0.0311768 | Time: 4258 ms [2021-01-21 23:27:23 main:574] : INFO : Epoch 1702 | loss: 0.0311707 | val_loss: 0.0311768 | Time: 4209.28 ms [2021-01-21 23:27:27 main:574] : INFO : Epoch 1703 | loss: 0.0311717 | val_loss: 0.0311799 | Time: 4176.08 ms [2021-01-21 23:27:31 main:574] : INFO : Epoch 1704 | loss: 0.0311726 | val_loss: 0.0311806 | Time: 4208.97 ms [2021-01-21 23:27:35 main:574] : INFO : Epoch 1705 | loss: 0.0311735 | val_loss: 0.0311794 | Time: 4197.67 ms [2021-01-21 23:27:40 main:574] : INFO : Epoch 1706 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 4220.62 ms [2021-01-21 23:27:44 main:574] : INFO : Epoch 1707 | loss: 0.0311697 | val_loss: 0.031179 | Time: 4198.79 ms [2021-01-21 23:27:48 main:574] : INFO : Epoch 1708 | loss: 0.03117 | val_loss: 0.031178 | Time: 4254.73 ms [2021-01-21 23:27:52 main:574] : INFO : Epoch 1709 | loss: 0.03117 | val_loss: 0.0311781 | Time: 4211.37 ms [2021-01-21 23:27:57 main:574] : INFO : Epoch 1710 | loss: 0.0311704 | val_loss: 0.0311795 | Time: 4218.41 ms [2021-01-21 23:28:01 main:574] : INFO : Epoch 1711 | loss: 0.0311698 | val_loss: 0.0311783 | Time: 4264.96 ms [2021-01-21 23:28:05 main:574] : INFO : Epoch 1712 | loss: 0.0311686 | val_loss: 0.0311802 | Time: 4222.49 ms [2021-01-21 23:28:10 main:574] : INFO : Epoch 1713 | loss: 0.031169 | val_loss: 0.0311819 | Time: 4182.61 ms [2021-01-21 23:28:14 main:574] : INFO : Epoch 1714 | loss: 0.0311709 | val_loss: 0.0311819 | Time: 4243.41 ms [2021-01-21 23:28:18 main:574] : INFO : Epoch 1715 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 4168.32 ms [2021-01-21 23:28:22 main:574] : INFO : Epoch 1716 | loss: 0.0311675 | val_loss: 0.031179 | Time: 4199.73 ms [2021-01-21 23:28:27 main:574] : INFO : Epoch 1717 | loss: 0.0311673 | val_loss: 0.0311785 | Time: 4186.94 ms [2021-01-21 23:28:31 main:574] : INFO : Epoch 1718 | loss: 0.0311684 | val_loss: 0.0311778 | Time: 4216.01 ms [2021-01-21 23:28:35 main:574] : INFO : Epoch 1719 | loss: 0.0311682 | val_loss: 0.031176 | Time: 4194.46 ms [2021-01-21 23:28:39 main:574] : INFO : Epoch 1720 | loss: 0.0311673 | val_loss: 0.0311761 | Time: 4194.94 ms [2021-01-21 23:28:44 main:574] : INFO : Epoch 1721 | loss: 0.0311706 | val_loss: 0.031176 | Time: 4242.44 ms [2021-01-21 23:28:48 main:574] : INFO : Epoch 1722 | loss: 0.0311687 | val_loss: 0.0311776 | Time: 4219.08 ms [2021-01-21 23:28:52 main:574] : INFO : Epoch 1723 | loss: 0.0311682 | val_loss: 0.0311774 | Time: 4213.51 ms [2021-01-21 23:28:57 main:574] : INFO : Epoch 1724 | loss: 0.031168 | val_loss: 0.0311757 | Time: 4223.18 ms [2021-01-21 23:29:01 main:574] : INFO : Epoch 1725 | loss: 0.0311674 | val_loss: 0.0311776 | Time: 4183.6 ms [2021-01-21 23:29:05 main:574] : INFO : Epoch 1726 | loss: 0.0311689 | val_loss: 0.0311764 | Time: 4204.08 ms [2021-01-21 23:29:09 main:574] : INFO : Epoch 1727 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 4204.71 ms [2021-01-21 23:29:14 main:574] : INFO : Epoch 1728 | loss: 0.0311675 | val_loss: 0.0311756 | Time: 4268.68 ms [2021-01-21 23:29:18 main:574] : INFO : Epoch 1729 | loss: 0.0311671 | val_loss: 0.0311788 | Time: 4196.52 ms [2021-01-21 23:29:22 main:574] : INFO : Epoch 1730 | loss: 0.0311663 | val_loss: 0.0311754 | Time: 4239.44 ms [2021-01-21 23:29:26 main:574] : INFO : Epoch 1731 | loss: 0.0311674 | val_loss: 0.0311753 | Time: 4255.35 ms [2021-01-21 23:29:31 main:574] : INFO : Epoch 1732 | loss: 0.0311666 | val_loss: 0.0311765 | Time: 4193.8 ms [2021-01-21 23:29:35 main:574] : INFO : Epoch 1733 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 4238.78 ms [2021-01-21 23:29:39 main:574] : INFO : Epoch 1734 | loss: 0.0311663 | val_loss: 0.0311753 | Time: 4236.07 ms [2021-01-21 23:29:44 main:574] : INFO : Epoch 1735 | loss: 0.0311663 | val_loss: 0.0311768 | Time: 4228.7 ms [2021-01-21 23:29:48 main:574] : INFO : Epoch 1736 | loss: 0.0311673 | val_loss: 0.031177 | Time: 4172.68 ms [2021-01-21 23:29:52 main:574] : INFO : Epoch 1737 | loss: 0.031168 | val_loss: 0.0311812 | Time: 4164.32 ms [2021-01-21 23:29:56 main:574] : INFO : Epoch 1738 | loss: 0.0311671 | val_loss: 0.0311768 | Time: 4230.28 ms [2021-01-21 23:30:01 main:574] : INFO : Epoch 1739 | loss: 0.0311656 | val_loss: 0.0311776 | Time: 4237.42 ms [2021-01-21 23:30:05 main:574] : INFO : Epoch 1740 | loss: 0.0311644 | val_loss: 0.0311778 | Time: 4247.1 ms [2021-01-21 23:30:09 main:574] : INFO : Epoch 1741 | loss: 0.0311638 | val_loss: 0.0311756 | Time: 4165.08 ms [2021-01-21 23:30:13 main:574] : INFO : Epoch 1742 | loss: 0.0311663 | val_loss: 0.031176 | Time: 4200.9 ms [2021-01-21 23:30:18 main:574] : INFO : Epoch 1743 | loss: 0.0311692 | val_loss: 0.0311764 | Time: 4250.68 ms [2021-01-21 23:30:22 main:574] : INFO : Epoch 1744 | loss: 0.0311692 | val_loss: 0.031177 | Time: 4188.41 ms [2021-01-21 23:30:26 main:574] : INFO : Epoch 1745 | loss: 0.0311684 | val_loss: 0.0311782 | Time: 4225.63 ms [2021-01-21 23:30:31 main:574] : INFO : Epoch 1746 | loss: 0.031168 | val_loss: 0.0311765 | Time: 4205.12 ms [2021-01-21 23:30:35 main:574] : INFO : Epoch 1747 | loss: 0.0311667 | val_loss: 0.031181 | Time: 4220.19 ms [2021-01-21 23:30:39 main:574] : INFO : Epoch 1748 | loss: 0.0311673 | val_loss: 0.031179 | Time: 4173.27 ms [2021-01-21 23:30:43 main:574] : INFO : Epoch 1749 | loss: 0.0311686 | val_loss: 0.0311799 | Time: 4187.51 ms [2021-01-21 23:30:48 main:574] : INFO : Epoch 1750 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 4206.27 ms [2021-01-21 23:30:52 main:574] : INFO : Epoch 1751 | loss: 0.0311684 | val_loss: 0.0311803 | Time: 4194.52 ms [2021-01-21 23:30:56 main:574] : INFO : Epoch 1752 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 4226.38 ms [2021-01-21 23:31:00 main:574] : INFO : Epoch 1753 | loss: 0.0311687 | val_loss: 0.0311782 | Time: 4159.72 ms [2021-01-21 23:31:05 main:574] : INFO : Epoch 1754 | loss: 0.0311677 | val_loss: 0.0311804 | Time: 4215.82 ms [2021-01-21 23:31:09 main:574] : INFO : Epoch 1755 | loss: 0.0311677 | val_loss: 0.0311791 | Time: 4254.29 ms [2021-01-21 23:31:13 main:574] : INFO : Epoch 1756 | loss: 0.0311684 | val_loss: 0.0311836 | Time: 4226.03 ms [2021-01-21 23:31:17 main:574] : INFO : Epoch 1757 | loss: 0.0311692 | val_loss: 0.031176 | Time: 4203.36 ms [2021-01-21 23:31:22 main:574] : INFO : Epoch 1758 | loss: 0.0311671 | val_loss: 0.0311801 | Time: 4140.56 ms [2021-01-21 23:31:26 main:574] : INFO : Epoch 1759 | loss: 0.0311668 | val_loss: 0.0311818 | Time: 4200.26 ms [2021-01-21 23:31:30 main:574] : INFO : Epoch 1760 | loss: 0.0311655 | val_loss: 0.0311789 | Time: 4232.1 ms [2021-01-21 23:31:34 main:574] : INFO : Epoch 1761 | loss: 0.0311663 | val_loss: 0.0311803 | Time: 4198.35 ms [2021-01-21 23:31:39 main:574] : INFO : Epoch 1762 | loss: 0.0311697 | val_loss: 0.0311806 | Time: 4208.56 ms [2021-01-21 23:31:43 main:574] : INFO : Epoch 1763 | loss: 0.0311688 | val_loss: 0.0311784 | Time: 4200.7 ms [2021-01-21 23:31:47 main:574] : INFO : Epoch 1764 | loss: 0.0311681 | val_loss: 0.031178 | Time: 4180.94 ms [2021-01-21 23:31:51 main:574] : INFO : Epoch 1765 | loss: 0.0311674 | val_loss: 0.0311801 | Time: 4187.19 ms [2021-01-21 23:31:56 main:574] : INFO : Epoch 1766 | loss: 0.0311682 | val_loss: 0.031178 | Time: 4208.01 ms [2021-01-21 23:32:00 main:574] : INFO : Epoch 1767 | loss: 0.0311669 | val_loss: 0.0311776 | Time: 4226.64 ms [2021-01-21 23:32:04 main:574] : INFO : Epoch 1768 | loss: 0.0311664 | val_loss: 0.0311778 | Time: 4221.42 ms [2021-01-21 23:32:09 main:574] : INFO : Epoch 1769 | loss: 0.0311659 | val_loss: 0.0311788 | Time: 4173.34 ms [2021-01-21 23:32:13 main:574] : INFO : Epoch 1770 | loss: 0.0311658 | val_loss: 0.0311777 | Time: 4172 ms [2021-01-21 23:32:17 main:574] : INFO : Epoch 1771 | loss: 0.0311653 | val_loss: 0.0311797 | Time: 4248.98 ms [2021-01-21 23:32:21 main:574] : INFO : Epoch 1772 | loss: 0.0311676 | val_loss: 0.0311779 | Time: 4261.09 ms [2021-01-21 23:32:26 main:574] : INFO : Epoch 1773 | loss: 0.0311685 | val_loss: 0.0311817 | Time: 4225.36 ms [2021-01-21 23:32:30 main:574] : INFO : Epoch 1774 | loss: 0.0311682 | val_loss: 0.031179 | Time: 4204.66 ms [2021-01-21 23:32:34 main:574] : INFO : Epoch 1775 | loss: 0.0311671 | val_loss: 0.0311784 | Time: 4188.88 ms [2021-01-21 23:32:38 main:574] : INFO : Epoch 1776 | loss: 0.0311666 | val_loss: 0.0311812 | Time: 4181.59 ms [2021-01-21 23:32:43 main:574] : INFO : Epoch 1777 | loss: 0.0311676 | val_loss: 0.0311782 | Time: 4219.72 ms [2021-01-21 23:32:47 main:574] : INFO : Epoch 1778 | loss: 0.0311685 | val_loss: 0.0311774 | Time: 4189.68 ms [2021-01-21 23:32:51 main:574] : INFO : Epoch 1779 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 4269.23 ms [2021-01-21 23:32:55 main:574] : INFO : Epoch 1780 | loss: 0.0311668 | val_loss: 0.0311763 | Time: 4184.87 ms [2021-01-21 23:33:00 main:574] : INFO : Epoch 1781 | loss: 0.0311695 | val_loss: 0.0311783 | Time: 4265.72 ms [2021-01-21 23:33:04 main:574] : INFO : Epoch 1782 | loss: 0.0311673 | val_loss: 0.031177 | Time: 4162.38 ms [2021-01-21 23:33:08 main:574] : INFO : Epoch 1783 | loss: 0.0311681 | val_loss: 0.0311768 | Time: 4162.39 ms [2021-01-21 23:33:13 main:574] : INFO : Epoch 1784 | loss: 0.0311701 | val_loss: 0.0311803 | Time: 4238.75 ms [2021-01-21 23:33:17 main:574] : INFO : Epoch 1785 | loss: 0.0311661 | val_loss: 0.0311756 | Time: 4163.41 ms [2021-01-21 23:33:21 main:574] : INFO : Epoch 1786 | loss: 0.0311653 | val_loss: 0.031177 | Time: 4240.63 ms [2021-01-21 23:33:25 main:574] : INFO : Epoch 1787 | loss: 0.0311654 | val_loss: 0.03118 | Time: 4252.94 ms [2021-01-21 23:33:30 main:574] : INFO : Epoch 1788 | loss: 0.0311698 | val_loss: 0.0311785 | Time: 4198.42 ms [2021-01-21 23:33:34 main:574] : INFO : Epoch 1789 | loss: 0.0311669 | val_loss: 0.0311765 | Time: 4201.32 ms [2021-01-21 23:33:38 main:574] : INFO : Epoch 1790 | loss: 0.031166 | val_loss: 0.0311765 | Time: 4222.39 ms [2021-01-21 23:33:42 main:574] : INFO : Epoch 1791 | loss: 0.0311653 | val_loss: 0.0311753 | Time: 4180.71 ms [2021-01-21 23:33:47 main:574] : INFO : Epoch 1792 | loss: 0.0311648 | val_loss: 0.0311748 | Time: 4257.58 ms [2021-01-21 23:33:51 main:574] : INFO : Epoch 1793 | loss: 0.0311664 | val_loss: 0.0311805 | Time: 4233.36 ms [2021-01-21 23:33:55 main:574] : INFO : Epoch 1794 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 4149.32 ms [2021-01-21 23:34:00 main:574] : INFO : Epoch 1795 | loss: 0.0311671 | val_loss: 0.0311783 | Time: 4232.74 ms [2021-01-21 23:34:04 main:574] : INFO : Epoch 1796 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 4248.84 ms [2021-01-21 23:34:08 main:574] : INFO : Epoch 1797 | loss: 0.0311685 | val_loss: 0.0311778 | Time: 4259.48 ms [2021-01-21 23:34:12 main:574] : INFO : Epoch 1798 | loss: 0.0311671 | val_loss: 0.0311772 | Time: 4165.14 ms [2021-01-21 23:34:17 main:574] : INFO : Epoch 1799 | loss: 0.031169 | val_loss: 0.0311791 | Time: 4245.88 ms [2021-01-21 23:34:21 main:574] : INFO : Epoch 1800 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 4170.52 ms [2021-01-21 23:34:25 main:574] : INFO : Epoch 1801 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 4248.15 ms [2021-01-21 23:34:30 main:574] : INFO : Epoch 1802 | loss: 0.0311672 | val_loss: 0.0311758 | Time: 4259.46 ms [2021-01-21 23:34:34 main:574] : INFO : Epoch 1803 | loss: 0.0311678 | val_loss: 0.0311747 | Time: 4213.49 ms [2021-01-21 23:34:38 main:574] : INFO : Epoch 1804 | loss: 0.0311672 | val_loss: 0.0311775 | Time: 4207.86 ms [2021-01-21 23:34:42 main:574] : INFO : Epoch 1805 | loss: 0.0311667 | val_loss: 0.0311756 | Time: 4234.51 ms [2021-01-21 23:34:47 main:574] : INFO : Epoch 1806 | loss: 0.0311654 | val_loss: 0.0311763 | Time: 4209.16 ms [2021-01-21 23:34:51 main:574] : INFO : Epoch 1807 | loss: 0.0311655 | val_loss: 0.0311753 | Time: 4186.5 ms [2021-01-21 23:34:55 main:574] : INFO : Epoch 1808 | loss: 0.031165 | val_loss: 0.0311779 | Time: 4225.67 ms [2021-01-21 23:35:00 main:574] : INFO : Epoch 1809 | loss: 0.0311658 | val_loss: 0.0311806 | Time: 4221.32 ms [2021-01-21 23:35:04 main:574] : INFO : Epoch 1810 | loss: 0.0311662 | val_loss: 0.0311755 | Time: 4252.74 ms [2021-01-21 23:35:08 main:574] : INFO : Epoch 1811 | loss: 0.0311671 | val_loss: 0.031176 | Time: 4183.32 ms [2021-01-21 23:35:12 main:574] : INFO : Epoch 1812 | loss: 0.0311671 | val_loss: 0.0311765 | Time: 4211.81 ms [2021-01-21 23:35:17 main:574] : INFO : Epoch 1813 | loss: 0.0311673 | val_loss: 0.0311803 | Time: 4189.83 ms [2021-01-21 23:35:21 main:574] : INFO : Epoch 1814 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 4186.89 ms [2021-01-21 23:35:25 main:574] : INFO : Epoch 1815 | loss: 0.0311678 | val_loss: 0.0311752 | Time: 4246.27 ms [2021-01-21 23:35:29 main:574] : INFO : Epoch 1816 | loss: 0.0311679 | val_loss: 0.0311776 | Time: 4213.56 ms [2021-01-21 23:35:34 main:574] : INFO : Epoch 1817 | loss: 0.0311703 | val_loss: 0.0311849 | Time: 4187.73 ms [2021-01-21 23:35:38 main:574] : INFO : Epoch 1818 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 4199.25 ms [2021-01-21 23:35:42 main:574] : INFO : Epoch 1819 | loss: 0.031169 | val_loss: 0.0311777 | Time: 4214.18 ms [2021-01-21 23:35:46 main:574] : INFO : Epoch 1820 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 4149.84 ms [2021-01-21 23:35:51 main:574] : INFO : Epoch 1821 | loss: 0.03117 | val_loss: 0.0311768 | Time: 4180.4 ms [2021-01-21 23:35:55 main:574] : INFO : Epoch 1822 | loss: 0.0311681 | val_loss: 0.0311818 | Time: 4196.98 ms [2021-01-21 23:35:59 main:574] : INFO : Epoch 1823 | loss: 0.0311708 | val_loss: 0.0311805 | Time: 4191.17 ms [2021-01-21 23:36:03 main:574] : INFO : Epoch 1824 | loss: 0.0311719 | val_loss: 0.0311866 | Time: 4234.4 ms [2021-01-21 23:36:08 main:574] : INFO : Epoch 1825 | loss: 0.0311842 | val_loss: 0.0311921 | Time: 4244.18 ms [2021-01-21 23:36:12 main:574] : INFO : Epoch 1826 | loss: 0.0311894 | val_loss: 0.0311931 | Time: 4285.88 ms [2021-01-21 23:36:16 main:574] : INFO : Epoch 1827 | loss: 0.0311889 | val_loss: 0.0311858 | Time: 4223.55 ms [2021-01-21 23:36:21 main:574] : INFO : Epoch 1828 | loss: 0.0311832 | val_loss: 0.0311804 | Time: 4222.14 ms [2021-01-21 23:36:25 main:574] : INFO : Epoch 1829 | loss: 0.0311868 | val_loss: 0.0311816 | Time: 4166.08 ms [2021-01-21 23:36:29 main:574] : INFO : Epoch 1830 | loss: 0.0311838 | val_loss: 0.0311791 | Time: 4137.99 ms [2021-01-21 23:36:33 main:574] : INFO : Epoch 1831 | loss: 0.0311825 | val_loss: 0.0311837 | Time: 4253.07 ms [2021-01-21 23:36:38 main:574] : INFO : Epoch 1832 | loss: 0.0311823 | val_loss: 0.0311789 | Time: 4245.65 ms [2021-01-21 23:36:42 main:574] : INFO : Epoch 1833 | loss: 0.0311813 | val_loss: 0.0311788 | Time: 4194.12 ms [2021-01-21 23:36:46 main:574] : INFO : Epoch 1834 | loss: 0.0311796 | val_loss: 0.031178 | Time: 4236.03 ms [2021-01-21 23:36:51 main:574] : INFO : Epoch 1835 | loss: 0.031179 | val_loss: 0.0311752 | Time: 4229.96 ms [2021-01-21 23:36:55 main:574] : INFO : Epoch 1836 | loss: 0.0311771 | val_loss: 0.0311766 | Time: 4310.05 ms [2021-01-21 23:36:59 main:574] : INFO : Epoch 1837 | loss: 0.0311773 | val_loss: 0.0311782 | Time: 4219.04 ms [2021-01-21 23:37:04 main:574] : INFO : Epoch 1838 | loss: 0.0311777 | val_loss: 0.0311777 | Time: 4204.96 ms [2021-01-21 23:37:08 main:574] : INFO : Epoch 1839 | loss: 0.0311771 | val_loss: 0.0311763 | Time: 4181.58 ms [2021-01-21 23:37:12 main:574] : INFO : Epoch 1840 | loss: 0.0311778 | val_loss: 0.0311783 | Time: 4216.39 ms [2021-01-21 23:37:16 main:574] : INFO : Epoch 1841 | loss: 0.0311789 | val_loss: 0.0311788 | Time: 4259.95 ms [2021-01-21 23:37:21 main:574] : INFO : Epoch 1842 | loss: 0.0311784 | val_loss: 0.031181 | Time: 4216.22 ms [2021-01-21 23:37:25 main:574] : INFO : Epoch 1843 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 4190.97 ms [2021-01-21 23:37:29 main:574] : INFO : Epoch 1844 | loss: 0.0311791 | val_loss: 0.0311763 | Time: 4183.9 ms [2021-01-21 23:37:33 main:574] : INFO : Epoch 1845 | loss: 0.0311773 | val_loss: 0.031175 | Time: 4253.14 ms [2021-01-21 23:37:38 main:574] : INFO : Epoch 1846 | loss: 0.0311781 | val_loss: 0.0311744 | Time: 4266.42 ms [2021-01-21 23:37:42 main:574] : INFO : Epoch 1847 | loss: 0.0311775 | val_loss: 0.0311746 | Time: 4199.89 ms [2021-01-21 23:37:46 main:574] : INFO : Epoch 1848 | loss: 0.0311768 | val_loss: 0.0311761 | Time: 4213.27 ms [2021-01-21 23:37:51 main:574] : INFO : Epoch 1849 | loss: 0.0311755 | val_loss: 0.0311775 | Time: 4189.41 ms [2021-01-21 23:37:55 main:574] : INFO : Epoch 1850 | loss: 0.0311748 | val_loss: 0.0311807 | Time: 4219.6 ms [2021-01-21 23:37:59 main:574] : INFO : Epoch 1851 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 4149.51 ms [2021-01-21 23:38:03 main:574] : INFO : Epoch 1852 | loss: 0.0311759 | val_loss: 0.0311774 | Time: 4220.01 ms [2021-01-21 23:38:08 main:574] : INFO : Epoch 1853 | loss: 0.0311775 | val_loss: 0.031178 | Time: 4239.7 ms [2021-01-21 23:38:12 main:574] : INFO : Epoch 1854 | loss: 0.0311764 | val_loss: 0.0311783 | Time: 4174.85 ms [2021-01-21 23:38:16 main:574] : INFO : Epoch 1855 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 4187.54 ms [2021-01-21 23:38:20 main:574] : INFO : Epoch 1856 | loss: 0.0311794 | val_loss: 0.0311816 | Time: 4161.42 ms [2021-01-21 23:38:25 main:574] : INFO : Epoch 1857 | loss: 0.0311786 | val_loss: 0.0311805 | Time: 4210.4 ms [2021-01-21 23:38:29 main:574] : INFO : Epoch 1858 | loss: 0.031178 | val_loss: 0.0311808 | Time: 4205.31 ms [2021-01-21 23:38:33 main:574] : INFO : Epoch 1859 | loss: 0.0311787 | val_loss: 0.0311816 | Time: 4186.07 ms [2021-01-21 23:38:37 main:574] : INFO : Epoch 1860 | loss: 0.0311796 | val_loss: 0.0311786 | Time: 4158.87 ms [2021-01-21 23:38:42 main:574] : INFO : Epoch 1861 | loss: 0.0311796 | val_loss: 0.0311795 | Time: 4195.22 ms [2021-01-21 23:38:46 main:574] : INFO : Epoch 1862 | loss: 0.0311796 | val_loss: 0.0311791 | Time: 4245.5 ms [2021-01-21 23:38:50 main:574] : INFO : Epoch 1863 | loss: 0.0311785 | val_loss: 0.0311817 | Time: 4211.85 ms [2021-01-21 23:38:54 main:574] : INFO : Epoch 1864 | loss: 0.0311853 | val_loss: 0.0311881 | Time: 4203.62 ms [2021-01-21 23:38:59 main:574] : INFO : Epoch 1865 | loss: 0.0311865 | val_loss: 0.0311791 | Time: 4252.9 ms [2021-01-21 23:39:03 main:574] : INFO : Epoch 1866 | loss: 0.0311839 | val_loss: 0.0311824 | Time: 4214.13 ms [2021-01-21 23:39:08 main:574] : INFO : Epoch 1867 | loss: 0.0311861 | val_loss: 0.0311871 | Time: 4228.72 ms [2021-01-21 23:39:12 main:574] : INFO : Epoch 1868 | loss: 0.031188 | val_loss: 0.0311865 | Time: 4233.07 ms [2021-01-21 23:39:16 main:574] : INFO : Epoch 1869 | loss: 0.0311865 | val_loss: 0.031185 | Time: 4214.23 ms [2021-01-21 23:39:20 main:574] : INFO : Epoch 1870 | loss: 0.0311872 | val_loss: 0.0311871 | Time: 4178.7 ms [2021-01-21 23:39:25 main:574] : INFO : Epoch 1871 | loss: 0.0311854 | val_loss: 0.0311838 | Time: 4235.73 ms [2021-01-21 23:39:29 main:574] : INFO : Epoch 1872 | loss: 0.0311833 | val_loss: 0.0311803 | Time: 4195.66 ms [2021-01-21 23:39:33 main:574] : INFO : Epoch 1873 | loss: 0.0311837 | val_loss: 0.031179 | Time: 4217.98 ms [2021-01-21 23:39:37 main:574] : INFO : Epoch 1874 | loss: 0.0311837 | val_loss: 0.0311804 | Time: 4164.46 ms [2021-01-21 23:39:42 main:574] : INFO : Epoch 1875 | loss: 0.0311813 | val_loss: 0.0311811 | Time: 4189.68 ms [2021-01-21 23:39:46 main:574] : INFO : Epoch 1876 | loss: 0.0311855 | val_loss: 0.0311835 | Time: 4204.49 ms [2021-01-21 23:39:50 main:574] : INFO : Epoch 1877 | loss: 0.031184 | val_loss: 0.0311829 | Time: 4233.51 ms [2021-01-21 23:39:54 main:574] : INFO : Epoch 1878 | loss: 0.0311833 | val_loss: 0.0311831 | Time: 4183.02 ms [2021-01-21 23:39:59 main:574] : INFO : Epoch 1879 | loss: 0.0311845 | val_loss: 0.0311841 | Time: 4251.87 ms [2021-01-21 23:40:03 main:574] : INFO : Epoch 1880 | loss: 0.0311874 | val_loss: 0.0311883 | Time: 4219 ms [2021-01-21 23:40:07 main:574] : INFO : Epoch 1881 | loss: 0.0311882 | val_loss: 0.0311848 | Time: 4235.95 ms [2021-01-21 23:40:12 main:574] : INFO : Epoch 1882 | loss: 0.031187 | val_loss: 0.0311839 | Time: 4179.01 ms [2021-01-21 23:40:16 main:574] : INFO : Epoch 1883 | loss: 0.0311859 | val_loss: 0.0311855 | Time: 4254.02 ms [2021-01-21 23:40:20 main:574] : INFO : Epoch 1884 | loss: 0.0311852 | val_loss: 0.0311833 | Time: 4186.45 ms [2021-01-21 23:40:24 main:574] : INFO : Epoch 1885 | loss: 0.0311871 | val_loss: 0.0311829 | Time: 4243.66 ms [2021-01-21 23:40:29 main:574] : INFO : Epoch 1886 | loss: 0.0311865 | val_loss: 0.0311832 | Time: 4201.25 ms [2021-01-21 23:40:33 main:574] : INFO : Epoch 1887 | loss: 0.0311865 | val_loss: 0.0311837 | Time: 4233.66 ms [2021-01-21 23:40:37 main:574] : INFO : Epoch 1888 | loss: 0.0311848 | val_loss: 0.0311831 | Time: 4184.59 ms [2021-01-21 23:40:42 main:574] : INFO : Epoch 1889 | loss: 0.031183 | val_loss: 0.0311819 | Time: 4220.58 ms [2021-01-21 23:40:46 main:574] : INFO : Epoch 1890 | loss: 0.0311821 | val_loss: 0.0311817 | Time: 4172.69 ms [2021-01-21 23:40:50 main:574] : INFO : Epoch 1891 | loss: 0.0311818 | val_loss: 0.0311805 | Time: 4218.01 ms [2021-01-21 23:40:54 main:574] : INFO : Epoch 1892 | loss: 0.0311813 | val_loss: 0.0311808 | Time: 4282.87 ms [2021-01-21 23:40:59 main:574] : INFO : Epoch 1893 | loss: 0.0311808 | val_loss: 0.0311824 | Time: 4200.83 ms [2021-01-21 23:41:03 main:574] : INFO : Epoch 1894 | loss: 0.0311834 | val_loss: 0.0311813 | Time: 4167.79 ms [2021-01-21 23:41:07 main:574] : INFO : Epoch 1895 | loss: 0.0311823 | val_loss: 0.0311826 | Time: 4174.25 ms [2021-01-21 23:41:11 main:574] : INFO : Epoch 1896 | loss: 0.0311808 | val_loss: 0.0311832 | Time: 4193.49 ms [2021-01-21 23:41:16 main:574] : INFO : Epoch 1897 | loss: 0.0311807 | val_loss: 0.0311826 | Time: 4191.9 ms [2021-01-21 23:41:20 main:574] : INFO : Epoch 1898 | loss: 0.03118 | val_loss: 0.0311809 | Time: 4143.33 ms [2021-01-21 23:41:24 main:574] : INFO : Epoch 1899 | loss: 0.0311793 | val_loss: 0.0311815 | Time: 4183.39 ms [2021-01-21 23:41:28 main:574] : INFO : Epoch 1900 | loss: 0.031182 | val_loss: 0.0311818 | Time: 4173.59 ms [2021-01-21 23:41:33 main:574] : INFO : Epoch 1901 | loss: 0.0311811 | val_loss: 0.0311817 | Time: 4198.81 ms [2021-01-21 23:41:37 main:574] : INFO : Epoch 1902 | loss: 0.0311804 | val_loss: 0.0311821 | Time: 4201.88 ms [2021-01-21 23:41:41 main:574] : INFO : Epoch 1903 | loss: 0.0311804 | val_loss: 0.0311813 | Time: 4165.26 ms [2021-01-21 23:41:45 main:574] : INFO : Epoch 1904 | loss: 0.0311806 | val_loss: 0.0311827 | Time: 4190.61 ms [2021-01-21 23:41:50 main:574] : INFO : Epoch 1905 | loss: 0.0311817 | val_loss: 0.0311891 | Time: 4163.36 ms [2021-01-21 23:41:54 main:574] : INFO : Epoch 1906 | loss: 0.0311821 | val_loss: 0.031183 | Time: 4180.77 ms [2021-01-21 23:41:58 main:574] : INFO : Epoch 1907 | loss: 0.0311792 | val_loss: 0.0311821 | Time: 4229.35 ms [2021-01-21 23:42:02 main:574] : INFO : Epoch 1908 | loss: 0.0311786 | val_loss: 0.0311827 | Time: 4234.61 ms [2021-01-21 23:42:07 main:574] : INFO : Epoch 1909 | loss: 0.0311784 | val_loss: 0.0311822 | Time: 4152.34 ms [2021-01-21 23:42:11 main:574] : INFO : Epoch 1910 | loss: 0.0311799 | val_loss: 0.0311897 | Time: 4198.27 ms [2021-01-21 23:42:15 main:574] : INFO : Epoch 1911 | loss: 0.0311791 | val_loss: 0.0311822 | Time: 4248.91 ms [2021-01-21 23:42:19 main:574] : INFO : Epoch 1912 | loss: 0.0311783 | val_loss: 0.0311854 | Time: 4194.63 ms [2021-01-21 23:42:24 main:574] : INFO : Epoch 1913 | loss: 0.0311783 | val_loss: 0.031181 | Time: 4193.54 ms [2021-01-21 23:42:28 main:574] : INFO : Epoch 1914 | loss: 0.031178 | val_loss: 0.0311818 | Time: 4186.99 ms [2021-01-21 23:42:32 main:574] : INFO : Epoch 1915 | loss: 0.0311775 | val_loss: 0.031181 | Time: 4210.96 ms [2021-01-21 23:42:36 main:574] : INFO : Epoch 1916 | loss: 0.0311796 | val_loss: 0.0311854 | Time: 4183.7 ms [2021-01-21 23:42:41 main:574] : INFO : Epoch 1917 | loss: 0.0311807 | val_loss: 0.0311839 | Time: 4184.36 ms [2021-01-21 23:42:45 main:574] : INFO : Epoch 1918 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 4263.94 ms [2021-01-21 23:42:49 main:574] : INFO : Epoch 1919 | loss: 0.0311798 | val_loss: 0.0311849 | Time: 4169.32 ms [2021-01-21 23:42:53 main:574] : INFO : Epoch 1920 | loss: 0.0311801 | val_loss: 0.0311804 | Time: 4182.2 ms [2021-01-21 23:42:58 main:574] : INFO : Epoch 1921 | loss: 0.0311848 | val_loss: 0.0311862 | Time: 4230.02 ms [2021-01-21 23:43:02 main:574] : INFO : Epoch 1922 | loss: 0.0311872 | val_loss: 0.0311838 | Time: 4213.57 ms [2021-01-21 23:43:06 main:574] : INFO : Epoch 1923 | loss: 0.0311854 | val_loss: 0.031184 | Time: 4196.85 ms [2021-01-21 23:43:11 main:574] : INFO : Epoch 1924 | loss: 0.0311841 | val_loss: 0.0311828 | Time: 4261.46 ms [2021-01-21 23:43:15 main:574] : INFO : Epoch 1925 | loss: 0.0311831 | val_loss: 0.0311832 | Time: 4300.63 ms [2021-01-21 23:43:19 main:574] : INFO : Epoch 1926 | loss: 0.031183 | val_loss: 0.0311823 | Time: 4225.58 ms [2021-01-21 23:43:24 main:574] : INFO : Epoch 1927 | loss: 0.0311821 | val_loss: 0.031183 | Time: 4208.58 ms [2021-01-21 23:43:28 main:574] : INFO : Epoch 1928 | loss: 0.0311815 | val_loss: 0.031183 | Time: 4172.84 ms [2021-01-21 23:43:32 main:574] : INFO : Epoch 1929 | loss: 0.0311823 | val_loss: 0.0311839 | Time: 4244.79 ms [2021-01-21 23:43:37 main:574] : INFO : Epoch 1930 | loss: 0.0311813 | val_loss: 0.0311821 | Time: 4233.2 ms [2021-01-21 23:43:41 main:574] : INFO : Epoch 1931 | loss: 0.031181 | val_loss: 0.0311818 | Time: 4197.89 ms [2021-01-21 23:43:45 main:574] : INFO : Epoch 1932 | loss: 0.0311804 | val_loss: 0.0311812 | Time: 4207.96 ms [2021-01-21 23:43:49 main:574] : INFO : Epoch 1933 | loss: 0.031181 | val_loss: 0.0311818 | Time: 4233.32 ms [2021-01-21 23:43:54 main:574] : INFO : Epoch 1934 | loss: 0.0311802 | val_loss: 0.0311807 | Time: 4210.89 ms [2021-01-21 23:43:58 main:574] : INFO : Epoch 1935 | loss: 0.0311796 | val_loss: 0.0311811 | Time: 4185.6 ms [2021-01-21 23:44:02 main:574] : INFO : Epoch 1936 | loss: 0.0311803 | val_loss: 0.0311815 | Time: 4186.52 ms [2021-01-21 23:44:06 main:574] : INFO : Epoch 1937 | loss: 0.0311806 | val_loss: 0.0311812 | Time: 4193.03 ms [2021-01-21 23:44:11 main:574] : INFO : Epoch 1938 | loss: 0.0311804 | val_loss: 0.0311826 | Time: 4214.34 ms [2021-01-21 23:44:15 main:574] : INFO : Epoch 1939 | loss: 0.031179 | val_loss: 0.0311818 | Time: 4245.38 ms [2021-01-21 23:44:19 main:574] : INFO : Epoch 1940 | loss: 0.0311792 | val_loss: 0.0311812 | Time: 4214.2 ms [2021-01-21 23:44:24 main:574] : INFO : Epoch 1941 | loss: 0.0311791 | val_loss: 0.0311813 | Time: 4233.31 ms [2021-01-21 23:44:28 main:574] : INFO : Epoch 1942 | loss: 0.0311813 | val_loss: 0.0311808 | Time: 4181.28 ms [2021-01-21 23:44:32 main:574] : INFO : Epoch 1943 | loss: 0.0311792 | val_loss: 0.0311804 | Time: 4269.19 ms [2021-01-21 23:44:36 main:574] : INFO : Epoch 1944 | loss: 0.0311807 | val_loss: 0.0311838 | Time: 4221.8 ms [2021-01-21 23:44:41 main:574] : INFO : Epoch 1945 | loss: 0.0311801 | val_loss: 0.0311817 | Time: 4176.6 ms [2021-01-21 23:44:45 main:574] : INFO : Epoch 1946 | loss: 0.0311785 | val_loss: 0.0311796 | Time: 4250 ms [2021-01-21 23:44:49 main:574] : INFO : Epoch 1947 | loss: 0.0311784 | val_loss: 0.0311805 | Time: 4180.71 ms [2021-01-21 23:44:53 main:574] : INFO : Epoch 1948 | loss: 0.0311786 | val_loss: 0.0311818 | Time: 4189.73 ms [2021-01-21 23:44:58 main:574] : INFO : Epoch 1949 | loss: 0.0311792 | val_loss: 0.0311822 | Time: 4197.42 ms [2021-01-21 23:45:02 main:574] : INFO : Epoch 1950 | loss: 0.0311813 | val_loss: 0.0311857 | Time: 4195.95 ms [2021-01-21 23:45:06 main:574] : INFO : Epoch 1951 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 4170.56 ms [2021-01-21 23:45:10 main:574] : INFO : Epoch 1952 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 4179.53 ms [2021-01-21 23:45:15 main:574] : INFO : Epoch 1953 | loss: 0.0311783 | val_loss: 0.0311802 | Time: 4242.11 ms [2021-01-21 23:45:19 main:574] : INFO : Epoch 1954 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 4211.02 ms [2021-01-21 23:45:23 main:574] : INFO : Epoch 1955 | loss: 0.0311788 | val_loss: 0.031185 | Time: 4160.81 ms [2021-01-21 23:45:27 main:574] : INFO : Epoch 1956 | loss: 0.0311778 | val_loss: 0.031179 | Time: 4253.75 ms [2021-01-21 23:45:32 main:574] : INFO : Epoch 1957 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 4192.61 ms [2021-01-21 23:45:36 main:574] : INFO : Epoch 1958 | loss: 0.031177 | val_loss: 0.0311794 | Time: 4175.02 ms [2021-01-21 23:45:40 main:574] : INFO : Epoch 1959 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 4235.1 ms [2021-01-21 23:45:44 main:574] : INFO : Epoch 1960 | loss: 0.0311777 | val_loss: 0.0311801 | Time: 4186.59 ms [2021-01-21 23:45:49 main:574] : INFO : Epoch 1961 | loss: 0.0311775 | val_loss: 0.0311829 | Time: 4190.42 ms [2021-01-21 23:45:53 main:574] : INFO : Epoch 1962 | loss: 0.031178 | val_loss: 0.0311815 | Time: 4233.09 ms [2021-01-21 23:45:57 main:574] : INFO : Epoch 1963 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 4224.05 ms [2021-01-21 23:46:02 main:574] : INFO : Epoch 1964 | loss: 0.0311777 | val_loss: 0.0311804 | Time: 4288.9 ms [2021-01-21 23:46:06 main:574] : INFO : Epoch 1965 | loss: 0.0311769 | val_loss: 0.0311797 | Time: 4201.14 ms [2021-01-21 23:46:10 main:574] : INFO : Epoch 1966 | loss: 0.0311773 | val_loss: 0.0311815 | Time: 4181.64 ms [2021-01-21 23:46:14 main:574] : INFO : Epoch 1967 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 4179.97 ms [2021-01-21 23:46:19 main:574] : INFO : Epoch 1968 | loss: 0.0311856 | val_loss: 0.0311974 | Time: 4180.89 ms [2021-01-21 23:46:23 main:574] : INFO : Epoch 1969 | loss: 0.0311879 | val_loss: 0.031183 | Time: 4197.45 ms [2021-01-21 23:46:27 main:574] : INFO : Epoch 1970 | loss: 0.0311821 | val_loss: 0.0311852 | Time: 4241.13 ms [2021-01-21 23:46:31 main:574] : INFO : Epoch 1971 | loss: 0.031181 | val_loss: 0.0311828 | Time: 4175.27 ms [2021-01-21 23:46:36 main:574] : INFO : Epoch 1972 | loss: 0.0311793 | val_loss: 0.0311818 | Time: 4223.6 ms [2021-01-21 23:46:40 main:574] : INFO : Epoch 1973 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 4211.6 ms [2021-01-21 23:46:44 main:574] : INFO : Epoch 1974 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 4227.09 ms [2021-01-21 23:46:49 main:574] : INFO : Epoch 1975 | loss: 0.0311798 | val_loss: 0.0311811 | Time: 4227.73 ms [2021-01-21 23:46:53 main:574] : INFO : Epoch 1976 | loss: 0.0311789 | val_loss: 0.0311818 | Time: 4215.15 ms [2021-01-21 23:46:57 main:574] : INFO : Epoch 1977 | loss: 0.0311792 | val_loss: 0.0311852 | Time: 4216.97 ms [2021-01-21 23:47:01 main:574] : INFO : Epoch 1978 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 4270.31 ms [2021-01-21 23:47:06 main:574] : INFO : Epoch 1979 | loss: 0.0311772 | val_loss: 0.0311818 | Time: 4171.4 ms [2021-01-21 23:47:10 main:574] : INFO : Epoch 1980 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 4246.76 ms [2021-01-21 23:47:14 main:574] : INFO : Epoch 1981 | loss: 0.0311766 | val_loss: 0.031183 | Time: 4186.5 ms [2021-01-21 23:47:18 main:574] : INFO : Epoch 1982 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 4238.14 ms [2021-01-21 23:47:23 main:574] : INFO : Epoch 1983 | loss: 0.0311776 | val_loss: 0.0311814 | Time: 4248.81 ms [2021-01-21 23:47:27 main:574] : INFO : Epoch 1984 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 4217.03 ms [2021-01-21 23:47:31 main:574] : INFO : Epoch 1985 | loss: 0.031177 | val_loss: 0.0311817 | Time: 4247.98 ms [2021-01-21 23:47:36 main:574] : INFO : Epoch 1986 | loss: 0.031177 | val_loss: 0.0311843 | Time: 4231.96 ms [2021-01-21 23:47:40 main:574] : INFO : Epoch 1987 | loss: 0.0311764 | val_loss: 0.0311798 | Time: 4233.28 ms [2021-01-21 23:47:44 main:574] : INFO : Epoch 1988 | loss: 0.0311754 | val_loss: 0.0311805 | Time: 4197.44 ms [2021-01-21 23:47:48 main:574] : INFO : Epoch 1989 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 4174.83 ms [2021-01-21 23:47:53 main:574] : INFO : Epoch 1990 | loss: 0.0311769 | val_loss: 0.0311835 | Time: 4250.98 ms [2021-01-21 23:47:57 main:574] : INFO : Epoch 1991 | loss: 0.0311775 | val_loss: 0.0311832 | Time: 4178.58 ms [2021-01-21 23:48:01 main:574] : INFO : Epoch 1992 | loss: 0.0311768 | val_loss: 0.0311832 | Time: 4206.73 ms [2021-01-21 23:48:05 main:574] : INFO : Epoch 1993 | loss: 0.0311775 | val_loss: 0.031181 | Time: 4201.7 ms [2021-01-21 23:48:10 main:574] : INFO : Epoch 1994 | loss: 0.0311766 | val_loss: 0.0311815 | Time: 4168.83 ms [2021-01-21 23:48:14 main:574] : INFO : Epoch 1995 | loss: 0.0311778 | val_loss: 0.0311781 | Time: 4187.72 ms [2021-01-21 23:48:18 main:574] : INFO : Epoch 1996 | loss: 0.0311784 | val_loss: 0.0311787 | Time: 4264.8 ms [2021-01-21 23:48:23 main:574] : INFO : Epoch 1997 | loss: 0.0311776 | val_loss: 0.0311792 | Time: 4205.97 ms [2021-01-21 23:48:27 main:574] : INFO : Epoch 1998 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 4243.85 ms [2021-01-21 23:48:31 main:574] : INFO : Epoch 1999 | loss: 0.0311778 | val_loss: 0.0311806 | Time: 4246.26 ms [2021-01-21 23:48:35 main:574] : INFO : Epoch 2000 | loss: 0.0311752 | val_loss: 0.0311791 | Time: 4208.55 ms [2021-01-21 23:48:40 main:574] : INFO : Epoch 2001 | loss: 0.0311792 | val_loss: 0.0311807 | Time: 4170.61 ms [2021-01-21 23:48:44 main:574] : INFO : Epoch 2002 | loss: 0.0311767 | val_loss: 0.0311832 | Time: 4223.94 ms [2021-01-21 23:48:48 main:574] : INFO : Epoch 2003 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 4211.11 ms [2021-01-21 23:48:52 main:574] : INFO : Epoch 2004 | loss: 0.0311761 | val_loss: 0.03118 | Time: 4229.52 ms [2021-01-21 23:48:57 main:574] : INFO : Epoch 2005 | loss: 0.0311742 | val_loss: 0.0311798 | Time: 4241.44 ms [2021-01-21 23:49:01 main:574] : INFO : Epoch 2006 | loss: 0.0311735 | val_loss: 0.0311823 | Time: 4203.16 ms [2021-01-21 23:49:05 main:574] : INFO : Epoch 2007 | loss: 0.0311737 | val_loss: 0.0311803 | Time: 4222.08 ms [2021-01-21 23:49:10 main:574] : INFO : Epoch 2008 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 4247.75 ms [2021-01-21 23:49:14 main:574] : INFO : Epoch 2009 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 4220.19 ms [2021-01-21 23:49:18 main:574] : INFO : Epoch 2010 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 4195.29 ms [2021-01-21 23:49:22 main:574] : INFO : Epoch 2011 | loss: 0.0311763 | val_loss: 0.0311834 | Time: 4195.09 ms [2021-01-21 23:49:27 main:574] : INFO : Epoch 2012 | loss: 0.0311776 | val_loss: 0.0311873 | Time: 4156.26 ms [2021-01-21 23:49:31 main:574] : INFO : Epoch 2013 | loss: 0.0311749 | val_loss: 0.0311813 | Time: 4224.96 ms [2021-01-21 23:49:35 main:574] : INFO : Epoch 2014 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 4180.97 ms [2021-01-21 23:49:40 main:574] : INFO : Epoch 2015 | loss: 0.0311737 | val_loss: 0.0311812 | Time: 4288.6 ms [2021-01-21 23:49:44 main:574] : INFO : Epoch 2016 | loss: 0.031173 | val_loss: 0.0311812 | Time: 4235.17 ms [2021-01-21 23:49:48 main:574] : INFO : Epoch 2017 | loss: 0.0311748 | val_loss: 0.0311819 | Time: 4190.11 ms [2021-01-21 23:49:52 main:574] : INFO : Epoch 2018 | loss: 0.0311765 | val_loss: 0.0311821 | Time: 4174.64 ms [2021-01-21 23:49:57 main:574] : INFO : Epoch 2019 | loss: 0.0311744 | val_loss: 0.0311802 | Time: 4207.89 ms [2021-01-21 23:50:01 main:574] : INFO : Epoch 2020 | loss: 0.0311742 | val_loss: 0.0311818 | Time: 4219.33 ms [2021-01-21 23:50:05 main:574] : INFO : Epoch 2021 | loss: 0.0311735 | val_loss: 0.0311806 | Time: 4202.53 ms [2021-01-21 23:50:09 main:574] : INFO : Epoch 2022 | loss: 0.0311755 | val_loss: 0.0311837 | Time: 4201.22 ms [2021-01-21 23:50:14 main:574] : INFO : Epoch 2023 | loss: 0.0311767 | val_loss: 0.0311808 | Time: 4164.37 ms [2021-01-21 23:50:18 main:574] : INFO : Epoch 2024 | loss: 0.0311754 | val_loss: 0.0311785 | Time: 4229.36 ms [2021-01-21 23:50:22 main:574] : INFO : Epoch 2025 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 4170.73 ms [2021-01-21 23:50:26 main:574] : INFO : Epoch 2026 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 4181.86 ms [2021-01-21 23:50:31 main:574] : INFO : Epoch 2027 | loss: 0.0311736 | val_loss: 0.0311778 | Time: 4226.6 ms [2021-01-21 23:50:35 main:574] : INFO : Epoch 2028 | loss: 0.0311732 | val_loss: 0.0311789 | Time: 4215.74 ms [2021-01-21 23:50:39 main:574] : INFO : Epoch 2029 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 4226.07 ms [2021-01-21 23:50:44 main:574] : INFO : Epoch 2030 | loss: 0.0311765 | val_loss: 0.0311824 | Time: 4274.12 ms [2021-01-21 23:50:48 main:574] : INFO : Epoch 2031 | loss: 0.0311777 | val_loss: 0.0311793 | Time: 4167.06 ms [2021-01-21 23:50:52 main:574] : INFO : Epoch 2032 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 4204.44 ms [2021-01-21 23:50:56 main:574] : INFO : Epoch 2033 | loss: 0.0311746 | val_loss: 0.0311849 | Time: 4243.27 ms [2021-01-21 23:51:01 main:574] : INFO : Epoch 2034 | loss: 0.0311727 | val_loss: 0.0311807 | Time: 4225.31 ms [2021-01-21 23:51:05 main:574] : INFO : Epoch 2035 | loss: 0.0311721 | val_loss: 0.0311837 | Time: 4235.62 ms [2021-01-21 23:51:09 main:574] : INFO : Epoch 2036 | loss: 0.0311727 | val_loss: 0.0311809 | Time: 4211.11 ms [2021-01-21 23:51:13 main:574] : INFO : Epoch 2037 | loss: 0.0311729 | val_loss: 0.0311804 | Time: 4170.99 ms [2021-01-21 23:51:18 main:574] : INFO : Epoch 2038 | loss: 0.0311732 | val_loss: 0.0311825 | Time: 4195.56 ms [2021-01-21 23:51:22 main:574] : INFO : Epoch 2039 | loss: 0.0311716 | val_loss: 0.03118 | Time: 4177.17 ms [2021-01-21 23:51:26 main:574] : INFO : Epoch 2040 | loss: 0.0311712 | val_loss: 0.031183 | Time: 4207.54 ms [2021-01-21 23:51:30 main:574] : INFO : Epoch 2041 | loss: 0.031172 | val_loss: 0.0311802 | Time: 4230.76 ms [2021-01-21 23:51:35 main:574] : INFO : Epoch 2042 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 4261.32 ms [2021-01-21 23:51:39 main:574] : INFO : Epoch 2043 | loss: 0.031176 | val_loss: 0.0311893 | Time: 4272.75 ms [2021-01-21 23:51:43 main:574] : INFO : Epoch 2044 | loss: 0.0311889 | val_loss: 0.0311882 | Time: 4232.17 ms [2021-01-21 23:51:48 main:574] : INFO : Epoch 2045 | loss: 0.0311858 | val_loss: 0.0311854 | Time: 4238.49 ms [2021-01-21 23:51:52 main:574] : INFO : Epoch 2046 | loss: 0.0311816 | val_loss: 0.0311806 | Time: 4275.25 ms [2021-01-21 23:51:56 main:574] : INFO : Epoch 2047 | loss: 0.0311803 | val_loss: 0.0311829 | Time: 4310.05 ms [2021-01-21 23:52:01 main:574] : INFO : Epoch 2048 | loss: 0.0311796 | val_loss: 0.0311807 | Time: 4197.3 ms [2021-01-21 23:52:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311807 [2021-01-21 23:52:01 main:603] : INFO : Saving end state to config to file [2021-01-21 23:52:01 main:608] : INFO : Success, exiting.. 23:52:01 (7480): 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)