Task 14627553
| Name | ParityModified-1647043103-3234-3-0_0 |
| Workunit | 11639896 |
| Created | 23 Apr 2022, 9:09:31 UTC |
| Sent | 23 Apr 2022, 9:09:52 UTC |
| Report deadline | 1 May 2022, 9:09:52 UTC |
| Received | 25 Apr 2022, 7:49:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 2 hours 23 min 1 sec |
| CPU time | 1 hours 11 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,377.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 17.57 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 09:13:21 main:581] : INFO : Epoch 1538 | loss: 0.0311791 | val_loss: 0.0311801 | Time: 4168.18 ms [2022-04-25 09:13:26 main:581] : INFO : Epoch 1539 | loss: 0.0311775 | val_loss: 0.0311791 | Time: 4198.72 ms [2022-04-25 09:13:30 main:581] : INFO : Epoch 1540 | loss: 0.0311771 | val_loss: 0.0311768 | Time: 4117.35 ms [2022-04-25 09:13:34 main:581] : INFO : Epoch 1541 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 4219.83 ms [2022-04-25 09:13:38 main:581] : INFO : Epoch 1542 | loss: 0.0311763 | val_loss: 0.0311767 | Time: 4136.97 ms [2022-04-25 09:13:42 main:581] : INFO : Epoch 1543 | loss: 0.0311753 | val_loss: 0.0311783 | Time: 4190.49 ms [2022-04-25 09:13:46 main:581] : INFO : Epoch 1544 | loss: 0.0311748 | val_loss: 0.031178 | Time: 4153.22 ms [2022-04-25 09:13:50 main:581] : INFO : Epoch 1545 | loss: 0.0311752 | val_loss: 0.0311853 | Time: 4141.97 ms [2022-04-25 09:13:55 main:581] : INFO : Epoch 1546 | loss: 0.0311767 | val_loss: 0.0311818 | Time: 4171.64 ms [2022-04-25 09:13:59 main:581] : INFO : Epoch 1547 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 4132.76 ms [2022-04-25 09:14:03 main:581] : INFO : Epoch 1548 | loss: 0.0311767 | val_loss: 0.0311771 | Time: 4206.07 ms [2022-04-25 09:14:07 main:581] : INFO : Epoch 1549 | loss: 0.0311752 | val_loss: 0.0311771 | Time: 4146.67 ms [2022-04-25 09:14:11 main:581] : INFO : Epoch 1550 | loss: 0.031175 | val_loss: 0.0311762 | Time: 4170.56 ms [2022-04-25 09:14:15 main:581] : INFO : Epoch 1551 | loss: 0.0311751 | val_loss: 0.0311789 | Time: 4149.55 ms [2022-04-25 09:14:20 main:581] : INFO : Epoch 1552 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 4146.17 ms [2022-04-25 09:14:24 main:581] : INFO : Epoch 1553 | loss: 0.0311777 | val_loss: 0.0311788 | Time: 4179.3 ms [2022-04-25 09:14:28 main:581] : INFO : Epoch 1554 | loss: 0.0311772 | val_loss: 0.0311805 | Time: 4137.57 ms [2022-04-25 09:14:32 main:581] : INFO : Epoch 1555 | loss: 0.0311748 | val_loss: 0.0311763 | Time: 4165.31 ms [2022-04-25 09:14:36 main:581] : INFO : Epoch 1556 | loss: 0.0311736 | val_loss: 0.031176 | Time: 4158.67 ms [2022-04-25 09:14:40 main:581] : INFO : Epoch 1557 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 4184.32 ms [2022-04-25 09:14:45 main:581] : INFO : Epoch 1558 | loss: 0.0311756 | val_loss: 0.0311763 | Time: 4171.01 ms [2022-04-25 09:14:49 main:581] : INFO : Epoch 1559 | loss: 0.031176 | val_loss: 0.0311781 | Time: 4105.54 ms [2022-04-25 09:14:53 main:581] : INFO : Epoch 1560 | loss: 0.0311752 | val_loss: 0.0311789 | Time: 4214.73 ms [2022-04-25 09:14:57 main:581] : INFO : Epoch 1561 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 4143.6 ms [2022-04-25 09:15:01 main:581] : INFO : Epoch 1562 | loss: 0.0311765 | val_loss: 0.0311779 | Time: 4220.56 ms [2022-04-25 09:15:05 main:581] : INFO : Epoch 1563 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 4165.45 ms [2022-04-25 09:15:10 main:581] : INFO : Epoch 1564 | loss: 0.0311758 | val_loss: 0.0311803 | Time: 4159.64 ms [2022-04-25 09:15:14 main:581] : INFO : Epoch 1565 | loss: 0.0311752 | val_loss: 0.0311801 | Time: 4207.53 ms [2022-04-25 09:15:18 main:581] : INFO : Epoch 1566 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 4137.4 ms [2022-04-25 09:15:22 main:581] : INFO : Epoch 1567 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 4194.07 ms [2022-04-25 09:15:26 main:581] : INFO : Epoch 1568 | loss: 0.0311756 | val_loss: 0.0311778 | Time: 4140.48 ms [2022-04-25 09:15:30 main:581] : INFO : Epoch 1569 | loss: 0.0311777 | val_loss: 0.0311792 | Time: 4162.07 ms [2022-04-25 09:15:35 main:581] : INFO : Epoch 1570 | loss: 0.0311754 | val_loss: 0.0311815 | Time: 4175.29 ms [2022-04-25 09:15:39 main:581] : INFO : Epoch 1571 | loss: 0.0311746 | val_loss: 0.031179 | Time: 4167.73 ms [2022-04-25 09:15:43 main:581] : INFO : Epoch 1572 | loss: 0.0311744 | val_loss: 0.031178 | Time: 4208.4 ms [2022-04-25 09:15:47 main:581] : INFO : Epoch 1573 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 4158.97 ms [2022-04-25 09:15:51 main:581] : INFO : Epoch 1574 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 4181.84 ms [2022-04-25 09:15:56 main:581] : INFO : Epoch 1575 | loss: 0.0311741 | val_loss: 0.0311771 | Time: 4220.42 ms [2022-04-25 09:16:00 main:581] : INFO : Epoch 1576 | loss: 0.0311737 | val_loss: 0.0311797 | Time: 4138.78 ms [2022-04-25 09:16:04 main:581] : INFO : Epoch 1577 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 4203.33 ms [2022-04-25 09:16:08 main:581] : INFO : Epoch 1578 | loss: 0.0311736 | val_loss: 0.031178 | Time: 4107.96 ms [2022-04-25 09:16:12 main:581] : INFO : Epoch 1579 | loss: 0.0311725 | val_loss: 0.0311771 | Time: 4216.84 ms [2022-04-25 09:16:16 main:581] : INFO : Epoch 1580 | loss: 0.0311734 | val_loss: 0.0311789 | Time: 4138.08 ms [2022-04-25 09:16:21 main:581] : INFO : Epoch 1581 | loss: 0.0311721 | val_loss: 0.0311769 | Time: 4195.34 ms [2022-04-25 09:16:25 main:581] : INFO : Epoch 1582 | loss: 0.0311715 | val_loss: 0.0311785 | Time: 4205.48 ms [2022-04-25 09:16:29 main:581] : INFO : Epoch 1583 | loss: 0.0311707 | val_loss: 0.0311789 | Time: 4156.87 ms [2022-04-25 09:16:33 main:581] : INFO : Epoch 1584 | loss: 0.0311714 | val_loss: 0.0311792 | Time: 4252.02 ms [2022-04-25 09:16:37 main:581] : INFO : Epoch 1585 | loss: 0.0311734 | val_loss: 0.0311781 | Time: 4163.73 ms [2022-04-25 09:16:42 main:581] : INFO : Epoch 1586 | loss: 0.0311722 | val_loss: 0.0311784 | Time: 4238.9 ms [2022-04-25 09:16:46 main:581] : INFO : Epoch 1587 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 4187.46 ms [2022-04-25 09:16:50 main:581] : INFO : Epoch 1588 | loss: 0.0311721 | val_loss: 0.0311779 | Time: 4213 ms [2022-04-25 09:16:54 main:581] : INFO : Epoch 1589 | loss: 0.0311778 | val_loss: 0.0311832 | Time: 4187.55 ms [2022-04-25 09:16:58 main:581] : INFO : Epoch 1590 | loss: 0.0311789 | val_loss: 0.0311814 | Time: 4164.39 ms [2022-04-25 09:17:03 main:581] : INFO : Epoch 1591 | loss: 0.03118 | val_loss: 0.03118 | Time: 4260.54 ms [2022-04-25 09:17:07 main:581] : INFO : Epoch 1592 | loss: 0.0311816 | val_loss: 0.0311767 | Time: 4217.2 ms [2022-04-25 09:17:11 main:581] : INFO : Epoch 1593 | loss: 0.0311751 | val_loss: 0.0311772 | Time: 4219 ms [2022-04-25 09:17:15 main:581] : INFO : Epoch 1594 | loss: 0.0311735 | val_loss: 0.0311757 | Time: 4235.4 ms [2022-04-25 09:17:19 main:581] : INFO : Epoch 1595 | loss: 0.0311728 | val_loss: 0.0311755 | Time: 4153.83 ms [2022-04-25 09:17:24 main:581] : INFO : Epoch 1596 | loss: 0.0311717 | val_loss: 0.0311744 | Time: 4270.16 ms [2022-04-25 09:17:28 main:581] : INFO : Epoch 1597 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 4125.98 ms [2022-04-25 09:17:32 main:581] : INFO : Epoch 1598 | loss: 0.0311718 | val_loss: 0.0311785 | Time: 4241.22 ms [2022-04-25 09:17:36 main:581] : INFO : Epoch 1599 | loss: 0.0311728 | val_loss: 0.0311789 | Time: 4185.49 ms [2022-04-25 09:17:40 main:581] : INFO : Epoch 1600 | loss: 0.0311721 | val_loss: 0.0311795 | Time: 4222.64 ms [2022-04-25 09:17:45 main:581] : INFO : Epoch 1601 | loss: 0.031173 | val_loss: 0.0311858 | Time: 4192.14 ms [2022-04-25 09:17:49 main:581] : INFO : Epoch 1602 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 4197.54 ms [2022-04-25 09:17:53 main:581] : INFO : Epoch 1603 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 4217.66 ms [2022-04-25 09:17:57 main:581] : INFO : Epoch 1604 | loss: 0.0311742 | val_loss: 0.0311764 | Time: 4198.39 ms [2022-04-25 09:18:02 main:581] : INFO : Epoch 1605 | loss: 0.031173 | val_loss: 0.0311783 | Time: 4214.67 ms [2022-04-25 09:18:06 main:581] : INFO : Epoch 1606 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 4199.36 ms [2022-04-25 09:18:10 main:581] : INFO : Epoch 1607 | loss: 0.031173 | val_loss: 0.0311767 | Time: 4277.09 ms [2022-04-25 09:18:14 main:581] : INFO : Epoch 1608 | loss: 0.0311716 | val_loss: 0.0311762 | Time: 4119.61 ms [2022-04-25 09:18:18 main:581] : INFO : Epoch 1609 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 4227.38 ms [2022-04-25 09:18:22 main:581] : INFO : Epoch 1610 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 4147.99 ms [2022-04-25 09:18:27 main:581] : INFO : Epoch 1611 | loss: 0.0311744 | val_loss: 0.0311765 | Time: 4209.66 ms [2022-04-25 09:18:31 main:581] : INFO : Epoch 1612 | loss: 0.0311747 | val_loss: 0.0311782 | Time: 4148.15 ms [2022-04-25 09:18:35 main:581] : INFO : Epoch 1613 | loss: 0.0311743 | val_loss: 0.0311819 | Time: 4198.05 ms [2022-04-25 09:18:39 main:581] : INFO : Epoch 1614 | loss: 0.0311734 | val_loss: 0.0311773 | Time: 4178.04 ms [2022-04-25 09:18:43 main:581] : INFO : Epoch 1615 | loss: 0.0311719 | val_loss: 0.0311786 | Time: 4194.16 ms [2022-04-25 09:18:48 main:581] : INFO : Epoch 1616 | loss: 0.0311735 | val_loss: 0.0311792 | Time: 4208.67 ms [2022-04-25 09:18:52 main:581] : INFO : Epoch 1617 | loss: 0.0311736 | val_loss: 0.0311769 | Time: 4224.86 ms [2022-04-25 09:18:56 main:581] : INFO : Epoch 1618 | loss: 0.0311734 | val_loss: 0.0311768 | Time: 4160.02 ms [2022-04-25 09:19:00 main:581] : INFO : Epoch 1619 | loss: 0.0311714 | val_loss: 0.0311779 | Time: 4208.34 ms [2022-04-25 09:19:04 main:581] : INFO : Epoch 1620 | loss: 0.0311716 | val_loss: 0.0311819 | Time: 4178.02 ms [2022-04-25 09:19:09 main:581] : INFO : Epoch 1621 | loss: 0.0311707 | val_loss: 0.0311794 | Time: 4163.82 ms [2022-04-25 09:19:13 main:581] : INFO : Epoch 1622 | loss: 0.0311705 | val_loss: 0.0311775 | Time: 4219.72 ms [2022-04-25 09:19:17 main:581] : INFO : Epoch 1623 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 4131.84 ms [2022-04-25 09:19:21 main:581] : INFO : Epoch 1624 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 4222.1 ms [2022-04-25 09:19:25 main:581] : INFO : Epoch 1625 | loss: 0.0311694 | val_loss: 0.031174 | Time: 4117.6 ms [2022-04-25 09:19:29 main:581] : INFO : Epoch 1626 | loss: 0.0311697 | val_loss: 0.0311769 | Time: 4219.83 ms [2022-04-25 09:19:34 main:581] : INFO : Epoch 1627 | loss: 0.0311705 | val_loss: 0.031177 | Time: 4176.25 ms [2022-04-25 09:19:38 main:581] : INFO : Epoch 1628 | loss: 0.0311693 | val_loss: 0.0311747 | Time: 4222.03 ms [2022-04-25 09:19:42 main:581] : INFO : Epoch 1629 | loss: 0.031169 | val_loss: 0.0311757 | Time: 4153.33 ms [2022-04-25 09:19:46 main:581] : INFO : Epoch 1630 | loss: 0.0311684 | val_loss: 0.0311769 | Time: 4169.42 ms [2022-04-25 09:19:50 main:581] : INFO : Epoch 1631 | loss: 0.0311746 | val_loss: 0.0311843 | Time: 4189.24 ms [2022-04-25 09:19:55 main:581] : INFO : Epoch 1632 | loss: 0.03118 | val_loss: 0.0311817 | Time: 4176.45 ms [2022-04-25 09:19:59 main:581] : INFO : Epoch 1633 | loss: 0.0311791 | val_loss: 0.0311806 | Time: 4189.85 ms [2022-04-25 09:20:03 main:581] : INFO : Epoch 1634 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 4178 ms [2022-04-25 09:20:07 main:581] : INFO : Epoch 1635 | loss: 0.0311743 | val_loss: 0.0311803 | Time: 4189.35 ms [2022-04-25 09:20:11 main:581] : INFO : Epoch 1636 | loss: 0.0311741 | val_loss: 0.0311779 | Time: 4168.43 ms [2022-04-25 09:20:16 main:581] : INFO : Epoch 1637 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 4221.34 ms [2022-04-25 09:20:20 main:581] : INFO : Epoch 1638 | loss: 0.0311722 | val_loss: 0.0311792 | Time: 4133.32 ms [2022-04-25 09:20:24 main:581] : INFO : Epoch 1639 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 4225.74 ms [2022-04-25 09:20:28 main:581] : INFO : Epoch 1640 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 4145.01 ms [2022-04-25 09:20:32 main:581] : INFO : Epoch 1641 | loss: 0.0311714 | val_loss: 0.031178 | Time: 4239.7 ms [2022-04-25 09:20:36 main:581] : INFO : Epoch 1642 | loss: 0.031171 | val_loss: 0.0311772 | Time: 4137.3 ms [2022-04-25 09:20:41 main:581] : INFO : Epoch 1643 | loss: 0.031174 | val_loss: 0.031176 | Time: 4232.73 ms [2022-04-25 09:20:45 main:581] : INFO : Epoch 1644 | loss: 0.031171 | val_loss: 0.0311768 | Time: 4148.02 ms [2022-04-25 09:20:49 main:581] : INFO : Epoch 1645 | loss: 0.0311729 | val_loss: 0.0311786 | Time: 4208.53 ms [2022-04-25 09:20:53 main:581] : INFO : Epoch 1646 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 4146.79 ms [2022-04-25 09:20:57 main:581] : INFO : Epoch 1647 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 4181.56 ms [2022-04-25 09:21:01 main:581] : INFO : Epoch 1648 | loss: 0.0311714 | val_loss: 0.0311771 | Time: 4159.84 ms [2022-04-25 09:21:06 main:581] : INFO : Epoch 1649 | loss: 0.0311709 | val_loss: 0.0311808 | Time: 4147.87 ms [2022-04-25 09:21:10 main:581] : INFO : Epoch 1650 | loss: 0.0311721 | val_loss: 0.031178 | Time: 4195.73 ms [2022-04-25 09:21:14 main:581] : INFO : Epoch 1651 | loss: 0.0311744 | val_loss: 0.0311792 | Time: 4126.83 ms [2022-04-25 09:21:18 main:581] : INFO : Epoch 1652 | loss: 0.031175 | val_loss: 0.031181 | Time: 4186.92 ms [2022-04-25 09:21:22 main:581] : INFO : Epoch 1653 | loss: 0.0311742 | val_loss: 0.0311802 | Time: 4177.83 ms [2022-04-25 09:21:27 main:581] : INFO : Epoch 1654 | loss: 0.0311738 | val_loss: 0.0311791 | Time: 4201.94 ms [2022-04-25 09:21:31 main:581] : INFO : Epoch 1655 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 4156.13 ms [2022-04-25 09:21:35 main:581] : INFO : Epoch 1656 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 4178.99 ms [2022-04-25 09:21:39 main:581] : INFO : Epoch 1657 | loss: 0.0311728 | val_loss: 0.0311826 | Time: 4103.78 ms [2022-04-25 09:21:43 main:581] : INFO : Epoch 1658 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 4241.79 ms [2022-04-25 09:21:47 main:581] : INFO : Epoch 1659 | loss: 0.0311709 | val_loss: 0.0311788 | Time: 4128.34 ms [2022-04-25 09:21:52 main:581] : INFO : Epoch 1660 | loss: 0.03117 | val_loss: 0.031176 | Time: 4254.66 ms [2022-04-25 09:21:56 main:581] : INFO : Epoch 1661 | loss: 0.0311701 | val_loss: 0.0311813 | Time: 4147 ms [2022-04-25 09:22:00 main:581] : INFO : Epoch 1662 | loss: 0.0311715 | val_loss: 0.0311777 | Time: 4201.59 ms [2022-04-25 09:22:04 main:581] : INFO : Epoch 1663 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 4127.59 ms [2022-04-25 09:22:08 main:581] : INFO : Epoch 1664 | loss: 0.0311705 | val_loss: 0.0311768 | Time: 4172.2 ms [2022-04-25 09:22:12 main:581] : INFO : Epoch 1665 | loss: 0.0311702 | val_loss: 0.0311802 | Time: 4199.2 ms [2022-04-25 09:22:17 main:581] : INFO : Epoch 1666 | loss: 0.0311723 | val_loss: 0.03118 | Time: 4160.5 ms [2022-04-25 09:22:21 main:581] : INFO : Epoch 1667 | loss: 0.0311702 | val_loss: 0.0311804 | Time: 4183.77 ms [2022-04-25 09:22:25 main:581] : INFO : Epoch 1668 | loss: 0.0311714 | val_loss: 0.0311814 | Time: 4137.58 ms [2022-04-25 09:22:29 main:581] : INFO : Epoch 1669 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 4177.65 ms [2022-04-25 09:22:33 main:581] : INFO : Epoch 1670 | loss: 0.0311724 | val_loss: 0.0311798 | Time: 4142.98 ms [2022-04-25 09:22:37 main:581] : INFO : Epoch 1671 | loss: 0.0311715 | val_loss: 0.0311798 | Time: 4180.63 ms [2022-04-25 09:22:42 main:581] : INFO : Epoch 1672 | loss: 0.0311707 | val_loss: 0.0311804 | Time: 4132.65 ms [2022-04-25 09:22:46 main:581] : INFO : Epoch 1673 | loss: 0.0311722 | val_loss: 0.0311879 | Time: 4202.94 ms [2022-04-25 09:22:50 main:581] : INFO : Epoch 1674 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 4188.01 ms [2022-04-25 09:22:54 main:581] : INFO : Epoch 1675 | loss: 0.0311713 | val_loss: 0.0311835 | Time: 4198.66 ms [2022-04-25 09:22:58 main:581] : INFO : Epoch 1676 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 4163.56 ms [2022-04-25 09:23:03 main:581] : INFO : Epoch 1677 | loss: 0.0311697 | val_loss: 0.0311784 | Time: 4237.16 ms [2022-04-25 09:23:07 main:581] : INFO : Epoch 1678 | loss: 0.0311707 | val_loss: 0.0311785 | Time: 4167.24 ms [2022-04-25 09:23:11 main:581] : INFO : Epoch 1679 | loss: 0.0311698 | val_loss: 0.0311787 | Time: 4198.81 ms [2022-04-25 09:23:15 main:581] : INFO : Epoch 1680 | loss: 0.0311698 | val_loss: 0.0311808 | Time: 4157.39 ms [2022-04-25 09:23:19 main:581] : INFO : Epoch 1681 | loss: 0.0311702 | val_loss: 0.0311849 | Time: 4174.66 ms [2022-04-25 09:23:23 main:581] : INFO : Epoch 1682 | loss: 0.0311699 | val_loss: 0.0311791 | Time: 4169.58 ms [2022-04-25 09:23:28 main:581] : INFO : Epoch 1683 | loss: 0.0311683 | val_loss: 0.0311798 | Time: 4153.2 ms [2022-04-25 09:23:32 main:581] : INFO : Epoch 1684 | loss: 0.0311688 | val_loss: 0.0311823 | Time: 4207.25 ms [2022-04-25 09:23:36 main:581] : INFO : Epoch 1685 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 4142.72 ms [2022-04-25 09:23:40 main:581] : INFO : Epoch 1686 | loss: 0.0311702 | val_loss: 0.0311834 | Time: 4217.49 ms [2022-04-25 09:23:44 main:581] : INFO : Epoch 1687 | loss: 0.0311711 | val_loss: 0.0311816 | Time: 4118.25 ms [2022-04-25 09:23:49 main:581] : INFO : Epoch 1688 | loss: 0.0311702 | val_loss: 0.0311819 | Time: 4256.01 ms [2022-04-25 09:23:53 main:581] : INFO : Epoch 1689 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 4136.23 ms [2022-04-25 09:23:57 main:581] : INFO : Epoch 1690 | loss: 0.031171 | val_loss: 0.0311836 | Time: 4184.7 ms [2022-04-25 09:24:01 main:581] : INFO : Epoch 1691 | loss: 0.0311714 | val_loss: 0.0311864 | Time: 4129.96 ms [2022-04-25 09:24:05 main:581] : INFO : Epoch 1692 | loss: 0.0311701 | val_loss: 0.0311813 | Time: 4184.06 ms [2022-04-25 09:24:09 main:581] : INFO : Epoch 1693 | loss: 0.031168 | val_loss: 0.0311827 | Time: 4147.94 ms [2022-04-25 09:24:13 main:581] : INFO : Epoch 1694 | loss: 0.0311695 | val_loss: 0.0311826 | Time: 4201.23 ms [2022-04-25 09:24:18 main:581] : INFO : Epoch 1695 | loss: 0.0311724 | val_loss: 0.0311815 | Time: 4144.35 ms [2022-04-25 09:24:22 main:581] : INFO : Epoch 1696 | loss: 0.031169 | val_loss: 0.0311815 | Time: 4221.02 ms [2022-04-25 09:24:26 main:581] : INFO : Epoch 1697 | loss: 0.0311726 | val_loss: 0.0311827 | Time: 4131.48 ms [2022-04-25 09:24:30 main:581] : INFO : Epoch 1698 | loss: 0.0311711 | val_loss: 0.0311827 | Time: 4213.26 ms [2022-04-25 09:24:34 main:581] : INFO : Epoch 1699 | loss: 0.0311712 | val_loss: 0.0311789 | Time: 4151.81 ms [2022-04-25 09:24:39 main:581] : INFO : Epoch 1700 | loss: 0.0311685 | val_loss: 0.0311793 | Time: 4175.87 ms [2022-04-25 09:24:43 main:581] : INFO : Epoch 1701 | loss: 0.0311678 | val_loss: 0.03118 | Time: 4197.94 ms [2022-04-25 09:24:47 main:581] : INFO : Epoch 1702 | loss: 0.0311674 | val_loss: 0.0311838 | Time: 4142.72 ms [2022-04-25 09:24:51 main:581] : INFO : Epoch 1703 | loss: 0.0311664 | val_loss: 0.0311773 | Time: 4226.62 ms [2022-04-25 09:24:55 main:581] : INFO : Epoch 1704 | loss: 0.0311677 | val_loss: 0.0311803 | Time: 4130.51 ms [2022-04-25 09:24:59 main:581] : INFO : Epoch 1705 | loss: 0.0311662 | val_loss: 0.0311813 | Time: 4192.32 ms [2022-04-25 09:25:04 main:581] : INFO : Epoch 1706 | loss: 0.0311728 | val_loss: 0.03118 | Time: 4121.42 ms [2022-04-25 09:25:08 main:581] : INFO : Epoch 1707 | loss: 0.0311723 | val_loss: 0.0311818 | Time: 4175.88 ms [2022-04-25 09:25:12 main:581] : INFO : Epoch 1708 | loss: 0.0311774 | val_loss: 0.0311809 | Time: 4149.25 ms [2022-04-25 09:25:16 main:581] : INFO : Epoch 1709 | loss: 0.0311817 | val_loss: 0.0311851 | Time: 4191.41 ms [2022-04-25 09:25:20 main:581] : INFO : Epoch 1710 | loss: 0.0311813 | val_loss: 0.0311804 | Time: 4154.34 ms [2022-04-25 09:25:24 main:581] : INFO : Epoch 1711 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 4165.69 ms [2022-04-25 09:25:29 main:581] : INFO : Epoch 1712 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 4161.95 ms [2022-04-25 09:25:33 main:581] : INFO : Epoch 1713 | loss: 0.0311767 | val_loss: 0.0311787 | Time: 4176.13 ms [2022-04-25 09:25:37 main:581] : INFO : Epoch 1714 | loss: 0.0311766 | val_loss: 0.0311797 | Time: 4151.32 ms [2022-04-25 09:25:41 main:581] : INFO : Epoch 1715 | loss: 0.0311776 | val_loss: 0.0311773 | Time: 4179.28 ms [2022-04-25 09:25:45 main:581] : INFO : Epoch 1716 | loss: 0.0311839 | val_loss: 0.0311835 | Time: 4160.27 ms [2022-04-25 09:25:49 main:581] : INFO : Epoch 1717 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 4134.57 ms [2022-04-25 09:25:54 main:581] : INFO : Epoch 1718 | loss: 0.0311821 | val_loss: 0.0311827 | Time: 4185.89 ms [2022-04-25 09:25:58 main:581] : INFO : Epoch 1719 | loss: 0.0311806 | val_loss: 0.0311844 | Time: 4139.84 ms [2022-04-25 09:26:02 main:581] : INFO : Epoch 1720 | loss: 0.0311802 | val_loss: 0.0311802 | Time: 4237.32 ms [2022-04-25 09:26:06 main:581] : INFO : Epoch 1721 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 4088.76 ms [2022-04-25 09:26:10 main:581] : INFO : Epoch 1722 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 4224.52 ms [2022-04-25 09:26:14 main:581] : INFO : Epoch 1723 | loss: 0.0311762 | val_loss: 0.0311795 | Time: 4183.56 ms [2022-04-25 09:26:19 main:581] : INFO : Epoch 1724 | loss: 0.0311772 | val_loss: 0.0311836 | Time: 4239.25 ms [2022-04-25 09:26:23 main:581] : INFO : Epoch 1725 | loss: 0.0311768 | val_loss: 0.0311821 | Time: 4146.35 ms [2022-04-25 09:26:27 main:581] : INFO : Epoch 1726 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 4208.2 ms [2022-04-25 09:26:31 main:581] : INFO : Epoch 1727 | loss: 0.0311766 | val_loss: 0.0311853 | Time: 4218.64 ms [2022-04-25 09:26:35 main:581] : INFO : Epoch 1728 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 4162.81 ms [2022-04-25 09:26:40 main:581] : INFO : Epoch 1729 | loss: 0.0311758 | val_loss: 0.0311796 | Time: 4152.22 ms [2022-04-25 09:26:44 main:581] : INFO : Epoch 1730 | loss: 0.0311745 | val_loss: 0.0311798 | Time: 4164.5 ms [2022-04-25 09:26:48 main:581] : INFO : Epoch 1731 | loss: 0.0311735 | val_loss: 0.031182 | Time: 4212.6 ms [2022-04-25 09:26:52 main:581] : INFO : Epoch 1732 | loss: 0.0311731 | val_loss: 0.0311795 | Time: 4165.15 ms [2022-04-25 09:26:56 main:581] : INFO : Epoch 1733 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 4173.74 ms [2022-04-25 09:27:00 main:581] : INFO : Epoch 1734 | loss: 0.031175 | val_loss: 0.0311779 | Time: 4151.82 ms [2022-04-25 09:27:05 main:581] : INFO : Epoch 1735 | loss: 0.0311741 | val_loss: 0.031177 | Time: 4167.82 ms [2022-04-25 09:27:09 main:581] : INFO : Epoch 1736 | loss: 0.0311757 | val_loss: 0.0311778 | Time: 4148.14 ms [2022-04-25 09:27:13 main:581] : INFO : Epoch 1737 | loss: 0.0311745 | val_loss: 0.031178 | Time: 4225.75 ms [2022-04-25 09:27:17 main:581] : INFO : Epoch 1738 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 4136.68 ms [2022-04-25 09:27:21 main:581] : INFO : Epoch 1739 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 4207.02 ms [2022-04-25 09:27:25 main:581] : INFO : Epoch 1740 | loss: 0.0311738 | val_loss: 0.0311788 | Time: 4117.28 ms [2022-04-25 09:27:30 main:581] : INFO : Epoch 1741 | loss: 0.0311747 | val_loss: 0.031178 | Time: 4186 ms [2022-04-25 09:27:34 main:581] : INFO : Epoch 1742 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 4145.34 ms [2022-04-25 09:27:38 main:581] : INFO : Epoch 1743 | loss: 0.031173 | val_loss: 0.0311781 | Time: 4216.16 ms [2022-04-25 09:27:42 main:581] : INFO : Epoch 1744 | loss: 0.031175 | val_loss: 0.0311799 | Time: 4170.45 ms [2022-04-25 09:27:46 main:581] : INFO : Epoch 1745 | loss: 0.0311793 | val_loss: 0.0311802 | Time: 4187.91 ms [2022-04-25 09:27:51 main:581] : INFO : Epoch 1746 | loss: 0.0311803 | val_loss: 0.0311813 | Time: 4200.44 ms [2022-04-25 09:27:55 main:581] : INFO : Epoch 1747 | loss: 0.0311807 | val_loss: 0.031181 | Time: 4139.53 ms [2022-04-25 09:27:59 main:581] : INFO : Epoch 1748 | loss: 0.0311805 | val_loss: 0.0311812 | Time: 4178.72 ms [2022-04-25 09:28:03 main:581] : INFO : Epoch 1749 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 4128.66 ms [2022-04-25 09:28:07 main:581] : INFO : Epoch 1750 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 4223.26 ms [2022-04-25 09:28:11 main:581] : INFO : Epoch 1751 | loss: 0.031179 | val_loss: 0.0311817 | Time: 4160.29 ms [2022-04-25 09:28:16 main:581] : INFO : Epoch 1752 | loss: 0.0311802 | val_loss: 0.0311776 | Time: 4168.66 ms [2022-04-25 09:28:20 main:581] : INFO : Epoch 1753 | loss: 0.0311778 | val_loss: 0.0311833 | Time: 4148.1 ms [2022-04-25 09:28:24 main:581] : INFO : Epoch 1754 | loss: 0.0311805 | val_loss: 0.0311821 | Time: 4187.67 ms [2022-04-25 09:28:28 main:581] : INFO : Epoch 1755 | loss: 0.0311763 | val_loss: 0.0311873 | Time: 4174.09 ms [2022-04-25 09:28:32 main:581] : INFO : Epoch 1756 | loss: 0.031179 | val_loss: 0.0311794 | Time: 4174.04 ms [2022-04-25 09:28:36 main:581] : INFO : Epoch 1757 | loss: 0.0311764 | val_loss: 0.0311785 | Time: 4146.53 ms [2022-04-25 09:28:41 main:581] : INFO : Epoch 1758 | loss: 0.0311779 | val_loss: 0.0311783 | Time: 4179.42 ms [2022-04-25 09:28:45 main:581] : INFO : Epoch 1759 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 4135.74 ms [2022-04-25 09:28:49 main:581] : INFO : Epoch 1760 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 4208.62 ms [2022-04-25 09:28:53 main:581] : INFO : Epoch 1761 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 4130.45 ms [2022-04-25 09:28:57 main:581] : INFO : Epoch 1762 | loss: 0.0311745 | val_loss: 0.0311815 | Time: 4210.04 ms [2022-04-25 09:29:01 main:581] : INFO : Epoch 1763 | loss: 0.0311798 | val_loss: 0.031181 | Time: 4228.38 ms [2022-04-25 09:29:06 main:581] : INFO : Epoch 1764 | loss: 0.0311789 | val_loss: 0.0311803 | Time: 4221.64 ms [2022-04-25 09:29:10 main:581] : INFO : Epoch 1765 | loss: 0.031179 | val_loss: 0.0311811 | Time: 4241.9 ms [2022-04-25 09:29:14 main:581] : INFO : Epoch 1766 | loss: 0.031179 | val_loss: 0.0311807 | Time: 4124.85 ms [2022-04-25 09:29:18 main:581] : INFO : Epoch 1767 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 4279.79 ms [2022-04-25 09:29:23 main:581] : INFO : Epoch 1768 | loss: 0.0311779 | val_loss: 0.0311824 | Time: 4180.83 ms [2022-04-25 09:29:27 main:581] : INFO : Epoch 1769 | loss: 0.0311771 | val_loss: 0.0311812 | Time: 4280.79 ms [2022-04-25 09:29:31 main:581] : INFO : Epoch 1770 | loss: 0.0311768 | val_loss: 0.0311822 | Time: 4160.92 ms [2022-04-25 09:29:35 main:581] : INFO : Epoch 1771 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 4233.41 ms [2022-04-25 09:29:39 main:581] : INFO : Epoch 1772 | loss: 0.0311754 | val_loss: 0.0311787 | Time: 4150.24 ms [2022-04-25 09:29:44 main:581] : INFO : Epoch 1773 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 4256.13 ms [2022-04-25 09:29:48 main:581] : INFO : Epoch 1774 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 4186.85 ms [2022-04-25 09:29:52 main:581] : INFO : Epoch 1775 | loss: 0.0311742 | val_loss: 0.0311802 | Time: 4265.5 ms [2022-04-25 09:29:56 main:581] : INFO : Epoch 1776 | loss: 0.0311749 | val_loss: 0.031184 | Time: 4180.63 ms [2022-04-25 09:30:01 main:581] : INFO : Epoch 1777 | loss: 0.0311771 | val_loss: 0.0311794 | Time: 4267.95 ms [2022-04-25 09:30:05 main:581] : INFO : Epoch 1778 | loss: 0.0311729 | val_loss: 0.0311788 | Time: 4131.82 ms [2022-04-25 09:30:09 main:581] : INFO : Epoch 1779 | loss: 0.0311742 | val_loss: 0.0311856 | Time: 4259.64 ms [2022-04-25 09:30:13 main:581] : INFO : Epoch 1780 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 4192.77 ms [2022-04-25 09:30:17 main:581] : INFO : Epoch 1781 | loss: 0.0311751 | val_loss: 0.0311799 | Time: 4212.46 ms [2022-04-25 09:30:22 main:581] : INFO : Epoch 1782 | loss: 0.031178 | val_loss: 0.031179 | Time: 4204.14 ms [2022-04-25 09:30:26 main:581] : INFO : Epoch 1783 | loss: 0.0311735 | val_loss: 0.031178 | Time: 4233.51 ms [2022-04-25 09:30:30 main:581] : INFO : Epoch 1784 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 4241.55 ms [2022-04-25 09:30:34 main:581] : INFO : Epoch 1785 | loss: 0.0311733 | val_loss: 0.03118 | Time: 4123.82 ms [2022-04-25 09:30:38 main:581] : INFO : Epoch 1786 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 4236.77 ms [2022-04-25 09:30:43 main:581] : INFO : Epoch 1787 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 4171.67 ms [2022-04-25 09:30:47 main:581] : INFO : Epoch 1788 | loss: 0.0311723 | val_loss: 0.0311804 | Time: 4270.05 ms [2022-04-25 09:30:51 main:581] : INFO : Epoch 1789 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 4180.82 ms [2022-04-25 09:30:55 main:581] : INFO : Epoch 1790 | loss: 0.0311748 | val_loss: 0.0311769 | Time: 4254.56 ms [2022-04-25 09:30:59 main:581] : INFO : Epoch 1791 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 4141.54 ms [2022-04-25 09:31:04 main:581] : INFO : Epoch 1792 | loss: 0.0311736 | val_loss: 0.0311761 | Time: 4220.35 ms [2022-04-25 09:31:08 main:581] : INFO : Epoch 1793 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 4174.8 ms [2022-04-25 09:31:12 main:581] : INFO : Epoch 1794 | loss: 0.0311734 | val_loss: 0.0311778 | Time: 4264.27 ms [2022-04-25 09:31:16 main:581] : INFO : Epoch 1795 | loss: 0.0311737 | val_loss: 0.031177 | Time: 4198.61 ms [2022-04-25 09:31:21 main:581] : INFO : Epoch 1796 | loss: 0.0311744 | val_loss: 0.0311773 | Time: 4281.07 ms [2022-04-25 09:31:25 main:581] : INFO : Epoch 1797 | loss: 0.0311731 | val_loss: 0.0311761 | Time: 4143.11 ms [2022-04-25 09:31:29 main:581] : INFO : Epoch 1798 | loss: 0.0311729 | val_loss: 0.0311763 | Time: 4274.97 ms [2022-04-25 09:31:33 main:581] : INFO : Epoch 1799 | loss: 0.0311723 | val_loss: 0.031178 | Time: 4225.38 ms [2022-04-25 09:31:37 main:581] : INFO : Epoch 1800 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 4167.77 ms [2022-04-25 09:31:42 main:581] : INFO : Epoch 1801 | loss: 0.0311724 | val_loss: 0.0311758 | Time: 4211.09 ms [2022-04-25 09:31:46 main:581] : INFO : Epoch 1802 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 4186.04 ms [2022-04-25 09:31:50 main:581] : INFO : Epoch 1803 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 4244.65 ms [2022-04-25 09:31:54 main:581] : INFO : Epoch 1804 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 4116.18 ms [2022-04-25 09:31:58 main:581] : INFO : Epoch 1805 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 4276.66 ms [2022-04-25 09:32:03 main:581] : INFO : Epoch 1806 | loss: 0.031175 | val_loss: 0.0311787 | Time: 4156.23 ms [2022-04-25 09:32:07 main:581] : INFO : Epoch 1807 | loss: 0.0311765 | val_loss: 0.03118 | Time: 4248.86 ms [2022-04-25 09:32:11 main:581] : INFO : Epoch 1808 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 4183.81 ms [2022-04-25 09:32:15 main:581] : INFO : Epoch 1809 | loss: 0.031173 | val_loss: 0.0311772 | Time: 4203.84 ms [2022-04-25 09:32:19 main:581] : INFO : Epoch 1810 | loss: 0.031172 | val_loss: 0.0311767 | Time: 4169.75 ms [2022-04-25 09:32:24 main:581] : INFO : Epoch 1811 | loss: 0.0311708 | val_loss: 0.0311786 | Time: 4235.17 ms [2022-04-25 09:32:28 main:581] : INFO : Epoch 1812 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 4185.71 ms [2022-04-25 09:32:32 main:581] : INFO : Epoch 1813 | loss: 0.0311735 | val_loss: 0.0311775 | Time: 4263.94 ms [2022-04-25 09:32:36 main:581] : INFO : Epoch 1814 | loss: 0.0311736 | val_loss: 0.0311789 | Time: 4181.09 ms [2022-04-25 09:32:40 main:581] : INFO : Epoch 1815 | loss: 0.0311719 | val_loss: 0.0311783 | Time: 4234.69 ms [2022-04-25 09:32:45 main:581] : INFO : Epoch 1816 | loss: 0.0311763 | val_loss: 0.0311764 | Time: 4122.94 ms [2022-04-25 09:32:49 main:581] : INFO : Epoch 1817 | loss: 0.0311723 | val_loss: 0.0311784 | Time: 4221.25 ms [2022-04-25 09:32:53 main:581] : INFO : Epoch 1818 | loss: 0.0311697 | val_loss: 0.031179 | Time: 4168.35 ms [2022-04-25 09:32:57 main:581] : INFO : Epoch 1819 | loss: 0.0311687 | val_loss: 0.0311749 | Time: 4186.76 ms [2022-04-25 09:33:01 main:581] : INFO : Epoch 1820 | loss: 0.0311685 | val_loss: 0.0311754 | Time: 4267.29 ms [2022-04-25 09:33:06 main:581] : INFO : Epoch 1821 | loss: 0.0311692 | val_loss: 0.0311767 | Time: 4161.01 ms [2022-04-25 09:33:10 main:581] : INFO : Epoch 1822 | loss: 0.0311696 | val_loss: 0.0311749 | Time: 4213.09 ms [2022-04-25 09:33:14 main:581] : INFO : Epoch 1823 | loss: 0.0311687 | val_loss: 0.0311759 | Time: 4137.45 ms [2022-04-25 09:33:18 main:581] : INFO : Epoch 1824 | loss: 0.0311691 | val_loss: 0.0311761 | Time: 4272.77 ms [2022-04-25 09:33:22 main:581] : INFO : Epoch 1825 | loss: 0.0311694 | val_loss: 0.0311768 | Time: 4149.9 ms [2022-04-25 09:33:27 main:581] : INFO : Epoch 1826 | loss: 0.0311689 | val_loss: 0.0311743 | Time: 4237.75 ms [2022-04-25 09:33:31 main:581] : INFO : Epoch 1827 | loss: 0.0311708 | val_loss: 0.0311742 | Time: 4167.77 ms [2022-04-25 09:33:35 main:581] : INFO : Epoch 1828 | loss: 0.0311695 | val_loss: 0.0311754 | Time: 4171.48 ms [2022-04-25 09:33:39 main:581] : INFO : Epoch 1829 | loss: 0.0311677 | val_loss: 0.0311735 | Time: 4145.87 ms [2022-04-25 09:33:43 main:581] : INFO : Epoch 1830 | loss: 0.0311697 | val_loss: 0.0311822 | Time: 4212.98 ms [2022-04-25 09:33:47 main:581] : INFO : Epoch 1831 | loss: 0.0311684 | val_loss: 0.0311761 | Time: 4178.56 ms [2022-04-25 09:33:52 main:581] : INFO : Epoch 1832 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 4220.16 ms [2022-04-25 09:33:56 main:581] : INFO : Epoch 1833 | loss: 0.0311675 | val_loss: 0.0311799 | Time: 4171.14 ms [2022-04-25 09:34:00 main:581] : INFO : Epoch 1834 | loss: 0.0311679 | val_loss: 0.031176 | Time: 4188.23 ms [2022-04-25 09:34:04 main:581] : INFO : Epoch 1835 | loss: 0.0311682 | val_loss: 0.0311751 | Time: 4127.95 ms [2022-04-25 09:34:08 main:581] : INFO : Epoch 1836 | loss: 0.0311672 | val_loss: 0.031175 | Time: 4205.59 ms [2022-04-25 09:34:13 main:581] : INFO : Epoch 1837 | loss: 0.0311663 | val_loss: 0.0311758 | Time: 4234.08 ms [2022-04-25 09:34:17 main:581] : INFO : Epoch 1838 | loss: 0.0311657 | val_loss: 0.0311798 | Time: 4154.78 ms [2022-04-25 09:34:21 main:581] : INFO : Epoch 1839 | loss: 0.0311661 | val_loss: 0.0311767 | Time: 4233.39 ms [2022-04-25 09:34:25 main:581] : INFO : Epoch 1840 | loss: 0.0311671 | val_loss: 0.0311768 | Time: 4124.5 ms [2022-04-25 09:34:29 main:581] : INFO : Epoch 1841 | loss: 0.0311668 | val_loss: 0.0311757 | Time: 4206.81 ms [2022-04-25 09:34:33 main:581] : INFO : Epoch 1842 | loss: 0.0311674 | val_loss: 0.0311749 | Time: 4128.44 ms [2022-04-25 09:34:38 main:581] : INFO : Epoch 1843 | loss: 0.0311664 | val_loss: 0.0311779 | Time: 4265.01 ms [2022-04-25 09:34:42 main:581] : INFO : Epoch 1844 | loss: 0.0311682 | val_loss: 0.0311771 | Time: 4168.19 ms [2022-04-25 09:34:46 main:581] : INFO : Epoch 1845 | loss: 0.0311663 | val_loss: 0.0311759 | Time: 4182 ms [2022-04-25 09:34:50 main:581] : INFO : Epoch 1846 | loss: 0.0311664 | val_loss: 0.0311777 | Time: 4189.67 ms [2022-04-25 09:34:54 main:581] : INFO : Epoch 1847 | loss: 0.0311681 | val_loss: 0.031175 | Time: 4162.1 ms [2022-04-25 09:34:59 main:581] : INFO : Epoch 1848 | loss: 0.0311671 | val_loss: 0.0311791 | Time: 4207.64 ms [2022-04-25 09:35:03 main:581] : INFO : Epoch 1849 | loss: 0.0311718 | val_loss: 0.0311786 | Time: 4125.84 ms [2022-04-25 09:35:07 main:581] : INFO : Epoch 1850 | loss: 0.0311709 | val_loss: 0.0311772 | Time: 4207.75 ms [2022-04-25 09:35:11 main:581] : INFO : Epoch 1851 | loss: 0.0311697 | val_loss: 0.031176 | Time: 4146.91 ms [2022-04-25 09:35:15 main:581] : INFO : Epoch 1852 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 4190.83 ms [2022-04-25 09:35:19 main:581] : INFO : Epoch 1853 | loss: 0.0311687 | val_loss: 0.0311755 | Time: 4127.51 ms [2022-04-25 09:35:24 main:581] : INFO : Epoch 1854 | loss: 0.0311685 | val_loss: 0.0311767 | Time: 4182.15 ms [2022-04-25 09:35:28 main:581] : INFO : Epoch 1855 | loss: 0.0311673 | val_loss: 0.0311758 | Time: 4154.85 ms [2022-04-25 09:35:32 main:581] : INFO : Epoch 1856 | loss: 0.0311704 | val_loss: 0.0311973 | Time: 4226.68 ms [2022-04-25 09:35:36 main:581] : INFO : Epoch 1857 | loss: 0.0311842 | val_loss: 0.0311927 | Time: 4155.85 ms [2022-04-25 09:35:40 main:581] : INFO : Epoch 1858 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 4227.1 ms [2022-04-25 09:35:45 main:581] : INFO : Epoch 1859 | loss: 0.0311692 | val_loss: 0.0311756 | Time: 4128.81 ms [2022-04-25 09:35:49 main:581] : INFO : Epoch 1860 | loss: 0.0311667 | val_loss: 0.0311763 | Time: 4165.13 ms [2022-04-25 09:35:53 main:581] : INFO : Epoch 1861 | loss: 0.0311678 | val_loss: 0.0311758 | Time: 4212.33 ms [2022-04-25 09:35:57 main:581] : INFO : Epoch 1862 | loss: 0.031166 | val_loss: 0.0311766 | Time: 4165.36 ms [2022-04-25 09:36:01 main:581] : INFO : Epoch 1863 | loss: 0.0311658 | val_loss: 0.031176 | Time: 4273.56 ms [2022-04-25 09:36:05 main:581] : INFO : Epoch 1864 | loss: 0.0311663 | val_loss: 0.0311754 | Time: 4125 ms [2022-04-25 09:36:10 main:581] : INFO : Epoch 1865 | loss: 0.031167 | val_loss: 0.0311765 | Time: 4214.51 ms [2022-04-25 09:36:14 main:581] : INFO : Epoch 1866 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 4123.66 ms [2022-04-25 09:36:18 main:581] : INFO : Epoch 1867 | loss: 0.0311668 | val_loss: 0.0311749 | Time: 4222.72 ms [2022-04-25 09:36:22 main:581] : INFO : Epoch 1868 | loss: 0.0311656 | val_loss: 0.0311763 | Time: 4155.43 ms [2022-04-25 09:36:26 main:581] : INFO : Epoch 1869 | loss: 0.0311645 | val_loss: 0.031175 | Time: 4200.5 ms [2022-04-25 09:36:31 main:581] : INFO : Epoch 1870 | loss: 0.0311648 | val_loss: 0.031176 | Time: 4168.34 ms [2022-04-25 09:36:35 main:581] : INFO : Epoch 1871 | loss: 0.0311677 | val_loss: 0.0311837 | Time: 4149.63 ms [2022-04-25 09:36:39 main:581] : INFO : Epoch 1872 | loss: 0.0311686 | val_loss: 0.031174 | Time: 4163.47 ms [2022-04-25 09:36:43 main:581] : INFO : Epoch 1873 | loss: 0.0311652 | val_loss: 0.0311759 | Time: 4205.95 ms [2022-04-25 09:36:47 main:581] : INFO : Epoch 1874 | loss: 0.0311655 | val_loss: 0.0311744 | Time: 4164.96 ms [2022-04-25 09:36:51 main:581] : INFO : Epoch 1875 | loss: 0.0311641 | val_loss: 0.0311752 | Time: 4174.37 ms [2022-04-25 09:36:56 main:581] : INFO : Epoch 1876 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 4169.55 ms [2022-04-25 09:37:00 main:581] : INFO : Epoch 1877 | loss: 0.0311655 | val_loss: 0.031175 | Time: 4147.93 ms [2022-04-25 09:37:04 main:581] : INFO : Epoch 1878 | loss: 0.0311653 | val_loss: 0.0311732 | Time: 4159.85 ms [2022-04-25 09:37:08 main:581] : INFO : Epoch 1879 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 4172.04 ms [2022-04-25 09:37:12 main:581] : INFO : Epoch 1880 | loss: 0.0311655 | val_loss: 0.0311771 | Time: 4190.33 ms [2022-04-25 09:37:16 main:581] : INFO : Epoch 1881 | loss: 0.0311646 | val_loss: 0.0311745 | Time: 4175.83 ms [2022-04-25 09:37:21 main:581] : INFO : Epoch 1882 | loss: 0.0311681 | val_loss: 0.0311755 | Time: 4193.88 ms [2022-04-25 09:37:25 main:581] : INFO : Epoch 1883 | loss: 0.0311728 | val_loss: 0.0311771 | Time: 4145.42 ms [2022-04-25 09:37:29 main:581] : INFO : Epoch 1884 | loss: 0.0311733 | val_loss: 0.0311783 | Time: 4174.43 ms [2022-04-25 09:37:33 main:581] : INFO : Epoch 1885 | loss: 0.0311742 | val_loss: 0.0311818 | Time: 4166.3 ms [2022-04-25 09:37:37 main:581] : INFO : Epoch 1886 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 4231.16 ms [2022-04-25 09:37:41 main:581] : INFO : Epoch 1887 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 4123.21 ms [2022-04-25 09:37:46 main:581] : INFO : Epoch 1888 | loss: 0.0311733 | val_loss: 0.0311858 | Time: 4225.12 ms [2022-04-25 09:37:50 main:581] : INFO : Epoch 1889 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 4152.27 ms [2022-04-25 09:37:54 main:581] : INFO : Epoch 1890 | loss: 0.0311732 | val_loss: 0.0311749 | Time: 4174.1 ms [2022-04-25 09:37:58 main:581] : INFO : Epoch 1891 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 4204.61 ms [2022-04-25 09:38:02 main:581] : INFO : Epoch 1892 | loss: 0.0311769 | val_loss: 0.0311812 | Time: 4204.02 ms [2022-04-25 09:38:07 main:581] : INFO : Epoch 1893 | loss: 0.0311743 | val_loss: 0.0311775 | Time: 4163.85 ms [2022-04-25 09:38:11 main:581] : INFO : Epoch 1894 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 4165 ms [2022-04-25 09:38:15 main:581] : INFO : Epoch 1895 | loss: 0.0311723 | val_loss: 0.0311771 | Time: 4180.44 ms [2022-04-25 09:38:19 main:581] : INFO : Epoch 1896 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 4128.16 ms [2022-04-25 09:38:23 main:581] : INFO : Epoch 1897 | loss: 0.0311703 | val_loss: 0.0311789 | Time: 4196.98 ms [2022-04-25 09:38:27 main:581] : INFO : Epoch 1898 | loss: 0.0311702 | val_loss: 0.0311757 | Time: 4163.31 ms [2022-04-25 09:38:32 main:581] : INFO : Epoch 1899 | loss: 0.0311702 | val_loss: 0.0311762 | Time: 4190.81 ms [2022-04-25 09:38:36 main:581] : INFO : Epoch 1900 | loss: 0.0311691 | val_loss: 0.0311759 | Time: 4156.26 ms [2022-04-25 09:38:40 main:581] : INFO : Epoch 1901 | loss: 0.0311686 | val_loss: 0.0311766 | Time: 4174.27 ms [2022-04-25 09:38:44 main:581] : INFO : Epoch 1902 | loss: 0.0311698 | val_loss: 0.0311747 | Time: 4111.28 ms [2022-04-25 09:38:48 main:581] : INFO : Epoch 1903 | loss: 0.0311683 | val_loss: 0.0311738 | Time: 4217.17 ms [2022-04-25 09:38:52 main:581] : INFO : Epoch 1904 | loss: 0.0311692 | val_loss: 0.0311779 | Time: 4115.03 ms [2022-04-25 09:38:57 main:581] : INFO : Epoch 1905 | loss: 0.0311704 | val_loss: 0.0311787 | Time: 4202.53 ms [2022-04-25 09:39:01 main:581] : INFO : Epoch 1906 | loss: 0.031169 | val_loss: 0.0311747 | Time: 4127.8 ms [2022-04-25 09:39:05 main:581] : INFO : Epoch 1907 | loss: 0.0311687 | val_loss: 0.0311747 | Time: 4215.43 ms [2022-04-25 09:39:09 main:581] : INFO : Epoch 1908 | loss: 0.0311672 | val_loss: 0.0311749 | Time: 4095.99 ms [2022-04-25 09:39:13 main:581] : INFO : Epoch 1909 | loss: 0.0311675 | val_loss: 0.0311749 | Time: 4222.93 ms [2022-04-25 09:39:17 main:581] : INFO : Epoch 1910 | loss: 0.0311667 | val_loss: 0.0311757 | Time: 4120.2 ms [2022-04-25 09:39:22 main:581] : INFO : Epoch 1911 | loss: 0.0311662 | val_loss: 0.0311752 | Time: 4186.06 ms [2022-04-25 09:39:26 main:581] : INFO : Epoch 1912 | loss: 0.0311667 | val_loss: 0.0311788 | Time: 4194.86 ms [2022-04-25 09:39:30 main:581] : INFO : Epoch 1913 | loss: 0.0311659 | val_loss: 0.0311752 | Time: 4169.37 ms [2022-04-25 09:39:34 main:581] : INFO : Epoch 1914 | loss: 0.0311658 | val_loss: 0.0311773 | Time: 4181.49 ms [2022-04-25 09:39:38 main:581] : INFO : Epoch 1915 | loss: 0.031166 | val_loss: 0.0311754 | Time: 4147.19 ms [2022-04-25 09:39:43 main:581] : INFO : Epoch 1916 | loss: 0.0311659 | val_loss: 0.0311749 | Time: 4237.33 ms [2022-04-25 09:39:47 main:581] : INFO : Epoch 1917 | loss: 0.0311689 | val_loss: 0.0311774 | Time: 4111.62 ms [2022-04-25 09:39:51 main:581] : INFO : Epoch 1918 | loss: 0.0311684 | val_loss: 0.0311766 | Time: 4228.24 ms [2022-04-25 09:39:55 main:581] : INFO : Epoch 1919 | loss: 0.031166 | val_loss: 0.0311745 | Time: 4140.58 ms [2022-04-25 09:39:59 main:581] : INFO : Epoch 1920 | loss: 0.0311683 | val_loss: 0.0311779 | Time: 4194.22 ms [2022-04-25 09:40:03 main:581] : INFO : Epoch 1921 | loss: 0.0311751 | val_loss: 0.0311748 | Time: 4129.46 ms [2022-04-25 09:40:08 main:581] : INFO : Epoch 1922 | loss: 0.0311706 | val_loss: 0.0311737 | Time: 4237.13 ms [2022-04-25 09:40:12 main:581] : INFO : Epoch 1923 | loss: 0.0311674 | val_loss: 0.0311742 | Time: 4137.88 ms [2022-04-25 09:40:16 main:581] : INFO : Epoch 1924 | loss: 0.0311671 | val_loss: 0.0311746 | Time: 4197.83 ms [2022-04-25 09:40:20 main:581] : INFO : Epoch 1925 | loss: 0.0311666 | val_loss: 0.031176 | Time: 4458.38 ms [2022-04-25 09:40:25 main:581] : INFO : Epoch 1926 | loss: 0.0311679 | val_loss: 0.0311843 | Time: 4155.85 ms [2022-04-25 09:40:29 main:581] : INFO : Epoch 1927 | loss: 0.031171 | val_loss: 0.0311827 | Time: 4171.8 ms [2022-04-25 09:40:33 main:581] : INFO : Epoch 1928 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 4167.92 ms [2022-04-25 09:40:37 main:581] : INFO : Epoch 1929 | loss: 0.0311673 | val_loss: 0.0311735 | Time: 4178.75 ms [2022-04-25 09:40:41 main:581] : INFO : Epoch 1930 | loss: 0.0311662 | val_loss: 0.0311745 | Time: 4171.17 ms [2022-04-25 09:40:45 main:581] : INFO : Epoch 1931 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 4156.81 ms [2022-04-25 09:40:49 main:581] : INFO : Epoch 1932 | loss: 0.031166 | val_loss: 0.0311754 | Time: 4132.24 ms [2022-04-25 09:40:54 main:581] : INFO : Epoch 1933 | loss: 0.0311677 | val_loss: 0.0311736 | Time: 4213.2 ms [2022-04-25 09:40:58 main:581] : INFO : Epoch 1934 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 4116.56 ms [2022-04-25 09:41:02 main:581] : INFO : Epoch 1935 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 4202.37 ms [2022-04-25 09:41:06 main:581] : INFO : Epoch 1936 | loss: 0.031164 | val_loss: 0.0311787 | Time: 4106.67 ms [2022-04-25 09:41:10 main:581] : INFO : Epoch 1937 | loss: 0.0311638 | val_loss: 0.0311741 | Time: 4237.73 ms [2022-04-25 09:41:14 main:581] : INFO : Epoch 1938 | loss: 0.0311639 | val_loss: 0.0311767 | Time: 4112.65 ms [2022-04-25 09:41:19 main:581] : INFO : Epoch 1939 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 4222.2 ms [2022-04-25 09:41:23 main:581] : INFO : Epoch 1940 | loss: 0.0311666 | val_loss: 0.0311756 | Time: 4142.55 ms [2022-04-25 09:41:27 main:581] : INFO : Epoch 1941 | loss: 0.0311667 | val_loss: 0.0311761 | Time: 4174.77 ms [2022-04-25 09:41:31 main:581] : INFO : Epoch 1942 | loss: 0.0311675 | val_loss: 0.0311729 | Time: 4138.53 ms [2022-04-25 09:41:35 main:581] : INFO : Epoch 1943 | loss: 0.0311652 | val_loss: 0.0311735 | Time: 4173.55 ms [2022-04-25 09:41:39 main:581] : INFO : Epoch 1944 | loss: 0.0311629 | val_loss: 0.0311746 | Time: 4156.54 ms [2022-04-25 09:41:44 main:581] : INFO : Epoch 1945 | loss: 0.0311631 | val_loss: 0.0311788 | Time: 4202.47 ms [2022-04-25 09:41:48 main:581] : INFO : Epoch 1946 | loss: 0.0311651 | val_loss: 0.0311752 | Time: 4171.29 ms [2022-04-25 09:41:52 main:581] : INFO : Epoch 1947 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 4178.71 ms [2022-04-25 09:41:56 main:581] : INFO : Epoch 1948 | loss: 0.0311632 | val_loss: 0.0311767 | Time: 4130.53 ms [2022-04-25 09:42:00 main:581] : INFO : Epoch 1949 | loss: 0.0311634 | val_loss: 0.0311745 | Time: 4184.52 ms [2022-04-25 09:42:05 main:581] : INFO : Epoch 1950 | loss: 0.0311633 | val_loss: 0.031176 | Time: 4164.84 ms [2022-04-25 09:42:09 main:581] : INFO : Epoch 1951 | loss: 0.0311639 | val_loss: 0.0311753 | Time: 4165.93 ms [2022-04-25 09:42:13 main:581] : INFO : Epoch 1952 | loss: 0.0311651 | val_loss: 0.0311752 | Time: 4193.22 ms [2022-04-25 09:42:17 main:581] : INFO : Epoch 1953 | loss: 0.031164 | val_loss: 0.0311752 | Time: 4142.36 ms [2022-04-25 09:42:21 main:581] : INFO : Epoch 1954 | loss: 0.0311637 | val_loss: 0.031174 | Time: 4175.92 ms [2022-04-25 09:42:25 main:581] : INFO : Epoch 1955 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 4141.07 ms [2022-04-25 09:42:30 main:581] : INFO : Epoch 1956 | loss: 0.0311686 | val_loss: 0.0311801 | Time: 4198.92 ms [2022-04-25 09:42:34 main:581] : INFO : Epoch 1957 | loss: 0.0311662 | val_loss: 0.0311747 | Time: 4165.84 ms [2022-04-25 09:42:38 main:581] : INFO : Epoch 1958 | loss: 0.0311653 | val_loss: 0.0311742 | Time: 4154.65 ms [2022-04-25 09:42:42 main:581] : INFO : Epoch 1959 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 4139.66 ms [2022-04-25 09:42:46 main:581] : INFO : Epoch 1960 | loss: 0.0311654 | val_loss: 0.0311766 | Time: 4148.25 ms [2022-04-25 09:42:50 main:581] : INFO : Epoch 1961 | loss: 0.0311672 | val_loss: 0.031177 | Time: 4214.28 ms [2022-04-25 09:42:55 main:581] : INFO : Epoch 1962 | loss: 0.0311641 | val_loss: 0.0311738 | Time: 4141.29 ms [2022-04-25 09:42:59 main:581] : INFO : Epoch 1963 | loss: 0.0311648 | val_loss: 0.0311762 | Time: 4169.99 ms [2022-04-25 09:43:03 main:581] : INFO : Epoch 1964 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 4160.59 ms [2022-04-25 09:43:07 main:581] : INFO : Epoch 1965 | loss: 0.0311636 | val_loss: 0.0311762 | Time: 4185.71 ms [2022-04-25 09:43:11 main:581] : INFO : Epoch 1966 | loss: 0.0311653 | val_loss: 0.0311782 | Time: 4159.89 ms [2022-04-25 09:43:15 main:581] : INFO : Epoch 1967 | loss: 0.031164 | val_loss: 0.0311749 | Time: 4200.34 ms [2022-04-25 09:43:19 main:581] : INFO : Epoch 1968 | loss: 0.0311638 | val_loss: 0.031174 | Time: 4101.62 ms [2022-04-25 09:43:24 main:581] : INFO : Epoch 1969 | loss: 0.0311654 | val_loss: 0.0311754 | Time: 4239.01 ms [2022-04-25 09:43:28 main:581] : INFO : Epoch 1970 | loss: 0.0311681 | val_loss: 0.0311795 | Time: 4124.78 ms [2022-04-25 09:43:32 main:581] : INFO : Epoch 1971 | loss: 0.0311674 | val_loss: 0.0311779 | Time: 4240.95 ms [2022-04-25 09:43:36 main:581] : INFO : Epoch 1972 | loss: 0.031167 | val_loss: 0.0311742 | Time: 4156.13 ms [2022-04-25 09:43:40 main:581] : INFO : Epoch 1973 | loss: 0.0311631 | val_loss: 0.0311735 | Time: 4175.09 ms [2022-04-25 09:43:45 main:581] : INFO : Epoch 1974 | loss: 0.0311631 | val_loss: 0.0311746 | Time: 4164.24 ms [2022-04-25 09:43:49 main:581] : INFO : Epoch 1975 | loss: 0.0311627 | val_loss: 0.0311735 | Time: 4161.44 ms [2022-04-25 09:43:53 main:581] : INFO : Epoch 1976 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 4169.9 ms [2022-04-25 09:43:57 main:581] : INFO : Epoch 1977 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 4175.77 ms [2022-04-25 09:44:01 main:581] : INFO : Epoch 1978 | loss: 0.0311649 | val_loss: 0.0311731 | Time: 4149.79 ms [2022-04-25 09:44:05 main:581] : INFO : Epoch 1979 | loss: 0.031164 | val_loss: 0.0311738 | Time: 4193.97 ms [2022-04-25 09:44:10 main:581] : INFO : Epoch 1980 | loss: 0.0311642 | val_loss: 0.0311721 | Time: 4138.44 ms [2022-04-25 09:44:14 main:581] : INFO : Epoch 1981 | loss: 0.0311639 | val_loss: 0.0311747 | Time: 4186.5 ms [2022-04-25 09:44:18 main:581] : INFO : Epoch 1982 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 4174.2 ms [2022-04-25 09:44:22 main:581] : INFO : Epoch 1983 | loss: 0.0311658 | val_loss: 0.0311728 | Time: 4139.29 ms [2022-04-25 09:44:26 main:581] : INFO : Epoch 1984 | loss: 0.0311654 | val_loss: 0.0311753 | Time: 4262.62 ms [2022-04-25 09:44:30 main:581] : INFO : Epoch 1985 | loss: 0.031166 | val_loss: 0.0311754 | Time: 4129 ms [2022-04-25 09:44:35 main:581] : INFO : Epoch 1986 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 4257.93 ms [2022-04-25 09:44:39 main:581] : INFO : Epoch 1987 | loss: 0.0311665 | val_loss: 0.0311759 | Time: 4113.44 ms [2022-04-25 09:44:43 main:581] : INFO : Epoch 1988 | loss: 0.0311637 | val_loss: 0.0311735 | Time: 4179.54 ms [2022-04-25 09:44:47 main:581] : INFO : Epoch 1989 | loss: 0.031163 | val_loss: 0.0311738 | Time: 4184.19 ms [2022-04-25 09:44:51 main:581] : INFO : Epoch 1990 | loss: 0.0311623 | val_loss: 0.031175 | Time: 4171.63 ms [2022-04-25 09:44:56 main:581] : INFO : Epoch 1991 | loss: 0.0311648 | val_loss: 0.0311733 | Time: 4173.13 ms [2022-04-25 09:45:00 main:581] : INFO : Epoch 1992 | loss: 0.0311644 | val_loss: 0.0311737 | Time: 4151.35 ms [2022-04-25 09:45:04 main:581] : INFO : Epoch 1993 | loss: 0.0311637 | val_loss: 0.0311782 | Time: 4134.65 ms [2022-04-25 09:45:08 main:581] : INFO : Epoch 1994 | loss: 0.0311654 | val_loss: 0.0311729 | Time: 4250.02 ms [2022-04-25 09:45:12 main:581] : INFO : Epoch 1995 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 4144.54 ms [2022-04-25 09:45:17 main:581] : INFO : Epoch 1996 | loss: 0.0311639 | val_loss: 0.031175 | Time: 4282.8 ms [2022-04-25 09:45:21 main:581] : INFO : Epoch 1997 | loss: 0.0311627 | val_loss: 0.0311754 | Time: 4142.59 ms [2022-04-25 09:45:25 main:581] : INFO : Epoch 1998 | loss: 0.0311627 | val_loss: 0.0311739 | Time: 4214.63 ms [2022-04-25 09:45:29 main:581] : INFO : Epoch 1999 | loss: 0.031163 | val_loss: 0.0311745 | Time: 4212.88 ms [2022-04-25 09:45:33 main:581] : INFO : Epoch 2000 | loss: 0.0311654 | val_loss: 0.0311748 | Time: 4159.6 ms [2022-04-25 09:45:38 main:581] : INFO : Epoch 2001 | loss: 0.0311613 | val_loss: 0.0311743 | Time: 4303.3 ms [2022-04-25 09:45:42 main:581] : INFO : Epoch 2002 | loss: 0.0311631 | val_loss: 0.0311764 | Time: 4155.21 ms [2022-04-25 09:45:46 main:581] : INFO : Epoch 2003 | loss: 0.0311704 | val_loss: 0.0311789 | Time: 4280.85 ms [2022-04-25 09:45:50 main:581] : INFO : Epoch 2004 | loss: 0.0311713 | val_loss: 0.0311812 | Time: 4174.77 ms [2022-04-25 09:45:54 main:581] : INFO : Epoch 2005 | loss: 0.031171 | val_loss: 0.0311773 | Time: 4225.84 ms [2022-04-25 09:45:59 main:581] : INFO : Epoch 2006 | loss: 0.031169 | val_loss: 0.0311775 | Time: 4173.7 ms [2022-04-25 09:46:03 main:581] : INFO : Epoch 2007 | loss: 0.0311672 | val_loss: 0.0311758 | Time: 4238.4 ms [2022-04-25 09:46:07 main:581] : INFO : Epoch 2008 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 4187.01 ms [2022-04-25 09:46:11 main:581] : INFO : Epoch 2009 | loss: 0.031168 | val_loss: 0.0311766 | Time: 4251.31 ms [2022-04-25 09:46:15 main:581] : INFO : Epoch 2010 | loss: 0.0311673 | val_loss: 0.031177 | Time: 4208.21 ms [2022-04-25 09:46:20 main:581] : INFO : Epoch 2011 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 4240.69 ms [2022-04-25 09:46:24 main:581] : INFO : Epoch 2012 | loss: 0.0311693 | val_loss: 0.0311757 | Time: 4142.17 ms [2022-04-25 09:46:28 main:581] : INFO : Epoch 2013 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 4246.4 ms [2022-04-25 09:46:32 main:581] : INFO : Epoch 2014 | loss: 0.0311662 | val_loss: 0.0311782 | Time: 4180.84 ms [2022-04-25 09:46:37 main:581] : INFO : Epoch 2015 | loss: 0.0311653 | val_loss: 0.0311747 | Time: 4269.88 ms [2022-04-25 09:46:41 main:581] : INFO : Epoch 2016 | loss: 0.0311648 | val_loss: 0.0311757 | Time: 4225.03 ms [2022-04-25 09:46:45 main:581] : INFO : Epoch 2017 | loss: 0.0311642 | val_loss: 0.0311749 | Time: 4242.57 ms [2022-04-25 09:46:49 main:581] : INFO : Epoch 2018 | loss: 0.0311655 | val_loss: 0.0311753 | Time: 4231.76 ms [2022-04-25 09:46:53 main:581] : INFO : Epoch 2019 | loss: 0.0311645 | val_loss: 0.0311791 | Time: 4178.48 ms [2022-04-25 09:46:58 main:581] : INFO : Epoch 2020 | loss: 0.0311645 | val_loss: 0.0311763 | Time: 4211.59 ms [2022-04-25 09:47:02 main:581] : INFO : Epoch 2021 | loss: 0.0311642 | val_loss: 0.031178 | Time: 4193.41 ms [2022-04-25 09:47:06 main:581] : INFO : Epoch 2022 | loss: 0.0311675 | val_loss: 0.0311779 | Time: 4242.72 ms [2022-04-25 09:47:10 main:581] : INFO : Epoch 2023 | loss: 0.0311684 | val_loss: 0.0311761 | Time: 4175.83 ms [2022-04-25 09:47:14 main:581] : INFO : Epoch 2024 | loss: 0.0311726 | val_loss: 0.0311754 | Time: 4165.02 ms [2022-04-25 09:47:19 main:581] : INFO : Epoch 2025 | loss: 0.0311758 | val_loss: 0.031176 | Time: 4212.17 ms [2022-04-25 09:47:23 main:581] : INFO : Epoch 2026 | loss: 0.0311752 | val_loss: 0.031176 | Time: 4186.94 ms [2022-04-25 09:47:27 main:581] : INFO : Epoch 2027 | loss: 0.0311753 | val_loss: 0.0311772 | Time: 4251.81 ms [2022-04-25 09:47:31 main:581] : INFO : Epoch 2028 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 4207.45 ms [2022-04-25 09:47:35 main:581] : INFO : Epoch 2029 | loss: 0.0311761 | val_loss: 0.0311817 | Time: 4216.47 ms [2022-04-25 09:47:40 main:581] : INFO : Epoch 2030 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 4237.1 ms [2022-04-25 09:47:44 main:581] : INFO : Epoch 2031 | loss: 0.0311846 | val_loss: 0.0311902 | Time: 4146.24 ms [2022-04-25 09:47:48 main:581] : INFO : Epoch 2032 | loss: 0.031182 | val_loss: 0.0311764 | Time: 4255.58 ms [2022-04-25 09:47:52 main:581] : INFO : Epoch 2033 | loss: 0.0311773 | val_loss: 0.0311771 | Time: 4161.59 ms [2022-04-25 09:47:57 main:581] : INFO : Epoch 2034 | loss: 0.0311785 | val_loss: 0.031188 | Time: 4236.37 ms [2022-04-25 09:48:01 main:581] : INFO : Epoch 2035 | loss: 0.03118 | val_loss: 0.0311766 | Time: 4208.77 ms [2022-04-25 09:48:05 main:581] : INFO : Epoch 2036 | loss: 0.0311776 | val_loss: 0.0311751 | Time: 4239.6 ms [2022-04-25 09:48:09 main:581] : INFO : Epoch 2037 | loss: 0.0311766 | val_loss: 0.0311749 | Time: 4225.18 ms [2022-04-25 09:48:13 main:581] : INFO : Epoch 2038 | loss: 0.0311773 | val_loss: 0.0311765 | Time: 4177.86 ms [2022-04-25 09:48:18 main:581] : INFO : Epoch 2039 | loss: 0.031177 | val_loss: 0.0311746 | Time: 4247.65 ms [2022-04-25 09:48:22 main:581] : INFO : Epoch 2040 | loss: 0.0311752 | val_loss: 0.0311742 | Time: 4183.59 ms [2022-04-25 09:48:26 main:581] : INFO : Epoch 2041 | loss: 0.031175 | val_loss: 0.0311758 | Time: 4215.07 ms [2022-04-25 09:48:30 main:581] : INFO : Epoch 2042 | loss: 0.0311756 | val_loss: 0.031175 | Time: 4191.04 ms [2022-04-25 09:48:34 main:581] : INFO : Epoch 2043 | loss: 0.0311747 | val_loss: 0.0311764 | Time: 4152.01 ms [2022-04-25 09:48:39 main:581] : INFO : Epoch 2044 | loss: 0.0311759 | val_loss: 0.0311756 | Time: 4208.15 ms [2022-04-25 09:48:43 main:581] : INFO : Epoch 2045 | loss: 0.0311753 | val_loss: 0.0311739 | Time: 4185.7 ms [2022-04-25 09:48:47 main:581] : INFO : Epoch 2046 | loss: 0.031177 | val_loss: 0.0311752 | Time: 4173.02 ms [2022-04-25 09:48:51 main:581] : INFO : Epoch 2047 | loss: 0.0311778 | val_loss: 0.0311747 | Time: 4215.95 ms [2022-04-25 09:48:55 main:581] : INFO : Epoch 2048 | loss: 0.0311767 | val_loss: 0.0311747 | Time: 4166.93 ms [2022-04-25 09:48:55 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311747 [2022-04-25 09:48:55 main:610] : INFO : Saving end state to config to file [2022-04-25 09:48:55 main:615] : INFO : Success, exiting.. 09:48:55 (1064242): 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)