Task 14112718
| Name | ParityModified-1647044355-10597-3-0_0 |
| Workunit | 11179235 |
| Created | 31 Mar 2022, 0:12:44 UTC |
| Sent | 3 Apr 2022, 15:07:08 UTC |
| Report deadline | 11 Apr 2022, 15:07:08 UTC |
| Received | 7 Apr 2022, 21:14:42 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 36 min 13 sec |
| CPU time | 2 hours 34 min 22 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311735 | val_loss: 0.0311764 | Time: 4593.85 ms
[2022-04-07 22:35:53 main:574] : INFO : Epoch 1543 | loss: 0.0311715 | val_loss: 0.0311755 | Time: 4644.24 ms
[2022-04-07 22:35:58 main:574] : INFO : Epoch 1544 | loss: 0.0311725 | val_loss: 0.0311818 | Time: 4654.89 ms
[2022-04-07 22:36:02 main:574] : INFO : Epoch 1545 | loss: 0.0311729 | val_loss: 0.0311764 | Time: 4544.35 ms
[2022-04-07 22:36:07 main:574] : INFO : Epoch 1546 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 4556.49 ms
[2022-04-07 22:36:11 main:574] : INFO : Epoch 1547 | loss: 0.0311711 | val_loss: 0.0311752 | Time: 4527.38 ms
[2022-04-07 22:36:16 main:574] : INFO : Epoch 1548 | loss: 0.0311692 | val_loss: 0.0311742 | Time: 4617.41 ms
[2022-04-07 22:36:20 main:574] : INFO : Epoch 1549 | loss: 0.0311692 | val_loss: 0.0311771 | Time: 4492.65 ms
[2022-04-07 22:36:25 main:574] : INFO : Epoch 1550 | loss: 0.0311705 | val_loss: 0.0311779 | Time: 4554.03 ms
[2022-04-07 22:36:30 main:574] : INFO : Epoch 1551 | loss: 0.0311693 | val_loss: 0.0311738 | Time: 4547.5 ms
[2022-04-07 22:36:34 main:574] : INFO : Epoch 1552 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 4598.03 ms
[2022-04-07 22:36:39 main:574] : INFO : Epoch 1553 | loss: 0.031168 | val_loss: 0.0311752 | Time: 4630.66 ms
[2022-04-07 22:36:43 main:574] : INFO : Epoch 1554 | loss: 0.0311669 | val_loss: 0.0311748 | Time: 4595.76 ms
[2022-04-07 22:36:48 main:574] : INFO : Epoch 1555 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 4579.84 ms
[2022-04-07 22:36:53 main:574] : INFO : Epoch 1556 | loss: 0.0311672 | val_loss: 0.031173 | Time: 4613.93 ms
[2022-04-07 22:36:57 main:574] : INFO : Epoch 1557 | loss: 0.0311684 | val_loss: 0.0311725 | Time: 4606.58 ms
[2022-04-07 22:37:02 main:574] : INFO : Epoch 1558 | loss: 0.0311669 | val_loss: 0.0311718 | Time: 4512.52 ms
[2022-04-07 22:37:06 main:574] : INFO : Epoch 1559 | loss: 0.031168 | val_loss: 0.0311717 | Time: 4589.15 ms
[2022-04-07 22:37:11 main:574] : INFO : Epoch 1560 | loss: 0.0311704 | val_loss: 0.0311781 | Time: 4564.08 ms
[2022-04-07 22:37:15 main:574] : INFO : Epoch 1561 | loss: 0.0311699 | val_loss: 0.0311779 | Time: 4543.13 ms
[2022-04-07 22:37:20 main:574] : INFO : Epoch 1562 | loss: 0.0311674 | val_loss: 0.0311704 | Time: 4601.63 ms
[2022-04-07 22:37:25 main:574] : INFO : Epoch 1563 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 4619.94 ms
[2022-04-07 22:37:29 main:574] : INFO : Epoch 1564 | loss: 0.0311629 | val_loss: 0.031172 | Time: 4526.19 ms
[2022-04-07 22:37:34 main:574] : INFO : Epoch 1565 | loss: 0.0311629 | val_loss: 0.0311717 | Time: 4606.41 ms
[2022-04-07 22:37:38 main:574] : INFO : Epoch 1566 | loss: 0.0311626 | val_loss: 0.0311726 | Time: 4517.66 ms
[2022-04-07 22:37:43 main:574] : INFO : Epoch 1567 | loss: 0.0311695 | val_loss: 0.0311737 | Time: 4534.02 ms
[2022-04-07 22:37:48 main:574] : INFO : Epoch 1568 | loss: 0.0311688 | val_loss: 0.0311718 | Time: 4615.33 ms
[2022-04-07 22:37:52 main:574] : INFO : Epoch 1569 | loss: 0.0311661 | val_loss: 0.0311709 | Time: 4551.31 ms
[2022-04-07 22:37:57 main:574] : INFO : Epoch 1570 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 4574.18 ms
[2022-04-07 22:38:01 main:574] : INFO : Epoch 1571 | loss: 0.0311663 | val_loss: 0.0311704 | Time: 4561.88 ms
[2022-04-07 22:38:06 main:574] : INFO : Epoch 1572 | loss: 0.0311653 | val_loss: 0.031172 | Time: 4537.86 ms
[2022-04-07 22:38:10 main:574] : INFO : Epoch 1573 | loss: 0.0311645 | val_loss: 0.0311703 | Time: 4612.86 ms
[2022-04-07 22:38:15 main:574] : INFO : Epoch 1574 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 4527.33 ms
[2022-04-07 22:38:20 main:574] : INFO : Epoch 1575 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 4615.7 ms
[2022-04-07 22:38:24 main:574] : INFO : Epoch 1576 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 4565.67 ms
[2022-04-07 22:38:29 main:574] : INFO : Epoch 1577 | loss: 0.0311614 | val_loss: 0.0311696 | Time: 4540.2 ms
[2022-04-07 22:38:33 main:574] : INFO : Epoch 1578 | loss: 0.0311615 | val_loss: 0.0311722 | Time: 4590.22 ms
[2022-04-07 22:38:38 main:574] : INFO : Epoch 1579 | loss: 0.0311635 | val_loss: 0.031173 | Time: 4657.34 ms
[2022-04-07 22:38:42 main:574] : INFO : Epoch 1580 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 4550.61 ms
[2022-04-07 22:38:47 main:574] : INFO : Epoch 1581 | loss: 0.0311625 | val_loss: 0.0311727 | Time: 4584.17 ms
[2022-04-07 22:38:52 main:574] : INFO : Epoch 1582 | loss: 0.0311641 | val_loss: 0.0311678 | Time: 4561.68 ms
[2022-04-07 22:38:56 main:574] : INFO : Epoch 1583 | loss: 0.0311636 | val_loss: 0.0311747 | Time: 4584.69 ms
[2022-04-07 22:39:01 main:574] : INFO : Epoch 1584 | loss: 0.0311639 | val_loss: 0.0311701 | Time: 4638.78 ms
[2022-04-07 22:39:05 main:574] : INFO : Epoch 1585 | loss: 0.031163 | val_loss: 0.0311711 | Time: 4616.26 ms
[2022-04-07 22:39:10 main:574] : INFO : Epoch 1586 | loss: 0.0311627 | val_loss: 0.0311682 | Time: 4616.83 ms
[2022-04-07 22:39:15 main:574] : INFO : Epoch 1587 | loss: 0.0311618 | val_loss: 0.0311691 | Time: 4577.07 ms
[2022-04-07 22:39:19 main:574] : INFO : Epoch 1588 | loss: 0.0311608 | val_loss: 0.0311737 | Time: 4607.1 ms
[2022-04-07 22:39:24 main:574] : INFO : Epoch 1589 | loss: 0.031163 | val_loss: 0.0311762 | Time: 4555.81 ms
[2022-04-07 22:39:28 main:574] : INFO : Epoch 1590 | loss: 0.0311608 | val_loss: 0.0311694 | Time: 4579 ms
[2022-04-07 22:39:33 main:574] : INFO : Epoch 1591 | loss: 0.0311602 | val_loss: 0.0311709 | Time: 4604.72 ms
[2022-04-07 22:39:38 main:574] : INFO : Epoch 1592 | loss: 0.0311602 | val_loss: 0.0311713 | Time: 4640.93 ms
[2022-04-07 22:39:42 main:574] : INFO : Epoch 1593 | loss: 0.0311615 | val_loss: 0.0311762 | Time: 4534.79 ms
[2022-04-07 22:39:47 main:574] : INFO : Epoch 1594 | loss: 0.0311648 | val_loss: 0.0311797 | Time: 4612.49 ms
[2022-04-07 22:39:51 main:574] : INFO : Epoch 1595 | loss: 0.0311632 | val_loss: 0.0311701 | Time: 4597.61 ms
[2022-04-07 22:39:56 main:574] : INFO : Epoch 1596 | loss: 0.03116 | val_loss: 0.0311696 | Time: 4605.17 ms
[2022-04-07 22:40:01 main:574] : INFO : Epoch 1597 | loss: 0.03116 | val_loss: 0.0311697 | Time: 4635.78 ms
[2022-04-07 22:40:05 main:574] : INFO : Epoch 1598 | loss: 0.0311608 | val_loss: 0.0311711 | Time: 4550.93 ms
[2022-04-07 22:40:10 main:574] : INFO : Epoch 1599 | loss: 0.0311613 | val_loss: 0.0311688 | Time: 4587.51 ms
[2022-04-07 22:40:14 main:574] : INFO : Epoch 1600 | loss: 0.0311609 | val_loss: 0.0311687 | Time: 4587.62 ms
[2022-04-07 22:40:19 main:574] : INFO : Epoch 1601 | loss: 0.0311578 | val_loss: 0.031168 | Time: 4601.24 ms
[2022-04-07 22:40:24 main:574] : INFO : Epoch 1602 | loss: 0.0311598 | val_loss: 0.0311706 | Time: 4617.57 ms
[2022-04-07 22:40:28 main:574] : INFO : Epoch 1603 | loss: 0.0311592 | val_loss: 0.0311685 | Time: 4600.38 ms
[2022-04-07 22:40:33 main:574] : INFO : Epoch 1604 | loss: 0.0311598 | val_loss: 0.0311676 | Time: 4613.92 ms
[2022-04-07 22:40:38 main:574] : INFO : Epoch 1605 | loss: 0.0311602 | val_loss: 0.0311729 | Time: 4638.87 ms
[2022-04-07 22:40:42 main:574] : INFO : Epoch 1606 | loss: 0.03116 | val_loss: 0.0311668 | Time: 4537.52 ms
[2022-04-07 22:40:47 main:574] : INFO : Epoch 1607 | loss: 0.0311597 | val_loss: 0.0311708 | Time: 4579.95 ms
[2022-04-07 22:40:51 main:574] : INFO : Epoch 1608 | loss: 0.0311562 | val_loss: 0.0311687 | Time: 4532.08 ms
[2022-04-07 22:40:56 main:574] : INFO : Epoch 1609 | loss: 0.0311583 | val_loss: 0.0311686 | Time: 4472.26 ms
[2022-04-07 22:41:00 main:574] : INFO : Epoch 1610 | loss: 0.0311619 | val_loss: 0.0311713 | Time: 4494.13 ms
[2022-04-07 22:41:05 main:574] : INFO : Epoch 1611 | loss: 0.0311603 | val_loss: 0.0311711 | Time: 4610.09 ms
[2022-04-07 22:41:09 main:574] : INFO : Epoch 1612 | loss: 0.0311608 | val_loss: 0.0311717 | Time: 4573.7 ms
[2022-04-07 22:41:14 main:574] : INFO : Epoch 1613 | loss: 0.0311583 | val_loss: 0.0311692 | Time: 4644.44 ms
[2022-04-07 22:41:19 main:574] : INFO : Epoch 1614 | loss: 0.0311574 | val_loss: 0.03117 | Time: 4586.95 ms
[2022-04-07 22:41:23 main:574] : INFO : Epoch 1615 | loss: 0.0311576 | val_loss: 0.0311691 | Time: 4531.34 ms
[2022-04-07 22:41:28 main:574] : INFO : Epoch 1616 | loss: 0.0311589 | val_loss: 0.031173 | Time: 4628.69 ms
[2022-04-07 22:41:32 main:574] : INFO : Epoch 1617 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 4530.14 ms
[2022-04-07 22:41:37 main:574] : INFO : Epoch 1618 | loss: 0.0311592 | val_loss: 0.0311699 | Time: 4568.49 ms
[2022-04-07 22:41:41 main:574] : INFO : Epoch 1619 | loss: 0.0311611 | val_loss: 0.0311789 | Time: 4556 ms
[2022-04-07 22:41:46 main:574] : INFO : Epoch 1620 | loss: 0.0311653 | val_loss: 0.0311723 | Time: 4631.38 ms
[2022-04-07 22:41:51 main:574] : INFO : Epoch 1621 | loss: 0.0311632 | val_loss: 0.03117 | Time: 4565.61 ms
[2022-04-07 22:41:55 main:574] : INFO : Epoch 1622 | loss: 0.0311648 | val_loss: 0.0311703 | Time: 4524.72 ms
[2022-04-07 22:42:00 main:574] : INFO : Epoch 1623 | loss: 0.0311733 | val_loss: 0.0311833 | Time: 4528.69 ms
[2022-04-07 22:42:04 main:574] : INFO : Epoch 1624 | loss: 0.0311844 | val_loss: 0.0311796 | Time: 4587.69 ms
[2022-04-07 22:42:09 main:574] : INFO : Epoch 1625 | loss: 0.0311819 | val_loss: 0.0311774 | Time: 4589.3 ms
[2022-04-07 22:42:13 main:574] : INFO : Epoch 1626 | loss: 0.0311783 | val_loss: 0.0311723 | Time: 4587.53 ms
[2022-04-07 22:42:18 main:574] : INFO : Epoch 1627 | loss: 0.031175 | val_loss: 0.0311724 | Time: 4564.72 ms
[2022-04-07 22:42:23 main:574] : INFO : Epoch 1628 | loss: 0.0311728 | val_loss: 0.0311703 | Time: 4620.9 ms
[2022-04-07 22:42:27 main:574] : INFO : Epoch 1629 | loss: 0.0311743 | val_loss: 0.0311765 | Time: 4592.84 ms
[2022-04-07 22:42:32 main:574] : INFO : Epoch 1630 | loss: 0.0311846 | val_loss: 0.0311836 | Time: 4524.04 ms
[2022-04-07 22:42:36 main:574] : INFO : Epoch 1631 | loss: 0.031174 | val_loss: 0.0311685 | Time: 4624.3 ms
[2022-04-07 22:42:41 main:574] : INFO : Epoch 1632 | loss: 0.03117 | val_loss: 0.0311689 | Time: 4599.55 ms
[2022-04-07 22:42:46 main:574] : INFO : Epoch 1633 | loss: 0.031169 | val_loss: 0.0311715 | Time: 4548.11 ms
[2022-04-07 22:42:50 main:574] : INFO : Epoch 1634 | loss: 0.0311683 | val_loss: 0.0311681 | Time: 4583.01 ms
[2022-04-07 22:42:55 main:574] : INFO : Epoch 1635 | loss: 0.0311704 | val_loss: 0.0311691 | Time: 4578.34 ms
[2022-04-07 22:42:59 main:574] : INFO : Epoch 1636 | loss: 0.0311707 | val_loss: 0.0311684 | Time: 4565.07 ms
[2022-04-07 22:43:04 main:574] : INFO : Epoch 1637 | loss: 0.0311701 | val_loss: 0.0311701 | Time: 4617.3 ms
[2022-04-07 22:43:08 main:574] : INFO : Epoch 1638 | loss: 0.0311683 | val_loss: 0.0311702 | Time: 4544.97 ms
[2022-04-07 22:43:13 main:574] : INFO : Epoch 1639 | loss: 0.0311679 | val_loss: 0.0311702 | Time: 4580.34 ms
[2022-04-07 22:43:18 main:574] : INFO : Epoch 1640 | loss: 0.03117 | val_loss: 0.0311705 | Time: 4586.32 ms
[2022-04-07 22:43:22 main:574] : INFO : Epoch 1641 | loss: 0.0311695 | val_loss: 0.0311744 | Time: 4669.15 ms
[2022-04-07 22:43:27 main:574] : INFO : Epoch 1642 | loss: 0.0311851 | val_loss: 0.0311929 | Time: 4572.55 ms
[2022-04-07 22:43:32 main:574] : INFO : Epoch 1643 | loss: 0.0311963 | val_loss: 0.0311923 | Time: 4598.49 ms
[2022-04-07 22:43:36 main:574] : INFO : Epoch 1644 | loss: 0.0311955 | val_loss: 0.0311906 | Time: 4591.89 ms
[2022-04-07 22:43:41 main:574] : INFO : Epoch 1645 | loss: 0.031192 | val_loss: 0.0311935 | Time: 4555.59 ms
[2022-04-07 22:43:45 main:574] : INFO : Epoch 1646 | loss: 0.0311987 | val_loss: 0.0311996 | Time: 4530.29 ms
[2022-04-07 22:43:50 main:574] : INFO : Epoch 1647 | loss: 0.0311952 | val_loss: 0.0311956 | Time: 4594.78 ms
[2022-04-07 22:43:54 main:574] : INFO : Epoch 1648 | loss: 0.0311949 | val_loss: 0.0311953 | Time: 4565.4 ms
[2022-04-07 22:43:59 main:574] : INFO : Epoch 1649 | loss: 0.0311944 | val_loss: 0.0311953 | Time: 4623.41 ms
[2022-04-07 22:44:04 main:574] : INFO : Epoch 1650 | loss: 0.0311948 | val_loss: 0.0311939 | Time: 4563.76 ms
[2022-04-07 22:44:08 main:574] : INFO : Epoch 1651 | loss: 0.0311934 | val_loss: 0.031195 | Time: 4553.21 ms
[2022-04-07 22:44:13 main:574] : INFO : Epoch 1652 | loss: 0.0311941 | val_loss: 0.0311925 | Time: 4572.14 ms
[2022-04-07 22:44:17 main:574] : INFO : Epoch 1653 | loss: 0.0311922 | val_loss: 0.0311909 | Time: 4592.02 ms
[2022-04-07 22:44:22 main:574] : INFO : Epoch 1654 | loss: 0.0311912 | val_loss: 0.0311928 | Time: 4603.01 ms
[2022-04-07 22:44:26 main:574] : INFO : Epoch 1655 | loss: 0.0311914 | val_loss: 0.0311923 | Time: 4533.81 ms
[2022-04-07 22:44:31 main:574] : INFO : Epoch 1656 | loss: 0.0311919 | val_loss: 0.0311903 | Time: 4574.79 ms
[2022-04-07 22:44:36 main:574] : INFO : Epoch 1657 | loss: 0.0311932 | val_loss: 0.0311895 | Time: 4561.67 ms
[2022-04-07 22:44:40 main:574] : INFO : Epoch 1658 | loss: 0.0311895 | val_loss: 0.0311878 | Time: 4564.53 ms
[2022-04-07 22:44:45 main:574] : INFO : Epoch 1659 | loss: 0.0311894 | val_loss: 0.0311877 | Time: 4499.27 ms
[2022-04-07 22:44:49 main:574] : INFO : Epoch 1660 | loss: 0.0311882 | val_loss: 0.0311876 | Time: 4567.79 ms
[2022-04-07 22:44:54 main:574] : INFO : Epoch 1661 | loss: 0.0311889 | val_loss: 0.0311884 | Time: 4567.32 ms
[2022-04-07 22:44:58 main:574] : INFO : Epoch 1662 | loss: 0.0311882 | val_loss: 0.0311865 | Time: 4589.01 ms
[2022-04-07 22:45:03 main:574] : INFO : Epoch 1663 | loss: 0.0311875 | val_loss: 0.0311867 | Time: 4542.97 ms
[2022-04-07 22:45:07 main:574] : INFO : Epoch 1664 | loss: 0.0311885 | val_loss: 0.0311863 | Time: 4516.03 ms
[2022-04-07 22:45:12 main:574] : INFO : Epoch 1665 | loss: 0.0311867 | val_loss: 0.0311861 | Time: 4580.17 ms
[2022-04-07 22:45:17 main:574] : INFO : Epoch 1666 | loss: 0.0311866 | val_loss: 0.0311858 | Time: 4539.65 ms
[2022-04-07 22:45:21 main:574] : INFO : Epoch 1667 | loss: 0.031187 | val_loss: 0.0311891 | Time: 4544.35 ms
[2022-04-07 22:45:26 main:574] : INFO : Epoch 1668 | loss: 0.0311861 | val_loss: 0.0311845 | Time: 4601.07 ms
[2022-04-07 22:45:30 main:574] : INFO : Epoch 1669 | loss: 0.0311857 | val_loss: 0.0311847 | Time: 4613.92 ms
[2022-04-07 22:45:35 main:574] : INFO : Epoch 1670 | loss: 0.0311871 | val_loss: 0.031185 | Time: 4623.92 ms
[2022-04-07 22:45:40 main:574] : INFO : Epoch 1671 | loss: 0.0311857 | val_loss: 0.0311852 | Time: 4558.45 ms
[2022-04-07 22:45:44 main:574] : INFO : Epoch 1672 | loss: 0.03119 | val_loss: 0.0311861 | Time: 4595.83 ms
[2022-04-07 22:45:49 main:574] : INFO : Epoch 1673 | loss: 0.0311898 | val_loss: 0.0311881 | Time: 4586.4 ms
[2022-04-07 22:45:53 main:574] : INFO : Epoch 1674 | loss: 0.0311894 | val_loss: 0.0311908 | Time: 4562.41 ms
[2022-04-07 22:45:58 main:574] : INFO : Epoch 1675 | loss: 0.0311877 | val_loss: 0.0311851 | Time: 4472.71 ms
[2022-04-07 22:46:02 main:574] : INFO : Epoch 1676 | loss: 0.0311875 | val_loss: 0.0311853 | Time: 4533.27 ms
[2022-04-07 22:46:07 main:574] : INFO : Epoch 1677 | loss: 0.0311878 | val_loss: 0.0311864 | Time: 4543.13 ms
[2022-04-07 22:46:11 main:574] : INFO : Epoch 1678 | loss: 0.0311852 | val_loss: 0.0311843 | Time: 4568 ms
[2022-04-07 22:46:16 main:574] : INFO : Epoch 1679 | loss: 0.0311851 | val_loss: 0.0311849 | Time: 4539.59 ms
[2022-04-07 22:46:21 main:574] : INFO : Epoch 1680 | loss: 0.0311854 | val_loss: 0.0311843 | Time: 4540.34 ms
[2022-04-07 22:46:25 main:574] : INFO : Epoch 1681 | loss: 0.0311847 | val_loss: 0.0311845 | Time: 4571.48 ms
[2022-04-07 22:46:30 main:574] : INFO : Epoch 1682 | loss: 0.031184 | val_loss: 0.0311858 | Time: 4642.19 ms
[2022-04-07 22:46:34 main:574] : INFO : Epoch 1683 | loss: 0.0311856 | val_loss: 0.0311843 | Time: 4522.9 ms
[2022-04-07 22:46:39 main:574] : INFO : Epoch 1684 | loss: 0.0311865 | val_loss: 0.0311856 | Time: 4554.2 ms
[2022-04-07 22:46:43 main:574] : INFO : Epoch 1685 | loss: 0.0311835 | val_loss: 0.0311847 | Time: 4596.97 ms
[2022-04-07 22:46:48 main:574] : INFO : Epoch 1686 | loss: 0.0311832 | val_loss: 0.0311838 | Time: 4516.43 ms
[2022-04-07 22:46:53 main:574] : INFO : Epoch 1687 | loss: 0.0311839 | val_loss: 0.0311837 | Time: 4583.51 ms
[2022-04-07 22:46:57 main:574] : INFO : Epoch 1688 | loss: 0.0311831 | val_loss: 0.031185 | Time: 4538.78 ms
[2022-04-07 22:47:02 main:574] : INFO : Epoch 1689 | loss: 0.0311828 | val_loss: 0.0311838 | Time: 4552.16 ms
[2022-04-07 22:47:06 main:574] : INFO : Epoch 1690 | loss: 0.0311823 | val_loss: 0.0311849 | Time: 4534.3 ms
[2022-04-07 22:47:11 main:574] : INFO : Epoch 1691 | loss: 0.0311829 | val_loss: 0.0311847 | Time: 4622.65 ms
[2022-04-07 22:47:15 main:574] : INFO : Epoch 1692 | loss: 0.0311825 | val_loss: 0.0311835 | Time: 4558.96 ms
[2022-04-07 22:47:20 main:574] : INFO : Epoch 1693 | loss: 0.031183 | val_loss: 0.0311839 | Time: 4623.31 ms
[2022-04-07 22:47:25 main:574] : INFO : Epoch 1694 | loss: 0.0311823 | val_loss: 0.0311842 | Time: 4614.13 ms
[2022-04-07 22:47:29 main:574] : INFO : Epoch 1695 | loss: 0.031182 | val_loss: 0.0311831 | Time: 4542.8 ms
[2022-04-07 22:47:34 main:574] : INFO : Epoch 1696 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 4631.05 ms
[2022-04-07 22:47:38 main:574] : INFO : Epoch 1697 | loss: 0.0311821 | val_loss: 0.0311833 | Time: 4556.51 ms
[2022-04-07 22:47:43 main:574] : INFO : Epoch 1698 | loss: 0.0311819 | val_loss: 0.031184 | Time: 4536.59 ms
[2022-04-07 22:47:47 main:574] : INFO : Epoch 1699 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 4536.65 ms
[2022-04-07 22:47:52 main:574] : INFO : Epoch 1700 | loss: 0.0311815 | val_loss: 0.0311831 | Time: 4589.44 ms
[2022-04-07 22:47:57 main:574] : INFO : Epoch 1701 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 4637.06 ms
[2022-04-07 22:48:01 main:574] : INFO : Epoch 1702 | loss: 0.0311805 | val_loss: 0.0311836 | Time: 4588.47 ms
[2022-04-07 22:48:06 main:574] : INFO : Epoch 1703 | loss: 0.031181 | val_loss: 0.0311829 | Time: 4649.81 ms
[2022-04-07 22:48:10 main:574] : INFO : Epoch 1704 | loss: 0.0311802 | val_loss: 0.0311828 | Time: 4528.1 ms
[2022-04-07 22:48:15 main:574] : INFO : Epoch 1705 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 4600.36 ms
[2022-04-07 22:48:20 main:574] : INFO : Epoch 1706 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 4549.29 ms
[2022-04-07 22:48:24 main:574] : INFO : Epoch 1707 | loss: 0.0311817 | val_loss: 0.0311832 | Time: 4585.38 ms
[2022-04-07 22:48:29 main:574] : INFO : Epoch 1708 | loss: 0.0311816 | val_loss: 0.0311871 | Time: 4585.39 ms
[2022-04-07 22:48:33 main:574] : INFO : Epoch 1709 | loss: 0.0311802 | val_loss: 0.0311829 | Time: 4560.54 ms
[2022-04-07 22:48:38 main:574] : INFO : Epoch 1710 | loss: 0.0311798 | val_loss: 0.0311822 | Time: 4579.74 ms
[2022-04-07 22:48:43 main:574] : INFO : Epoch 1711 | loss: 0.0311796 | val_loss: 0.031184 | Time: 4583.3 ms
[2022-04-07 22:48:47 main:574] : INFO : Epoch 1712 | loss: 0.0311811 | val_loss: 0.0311848 | Time: 4676.76 ms
[2022-04-07 22:48:52 main:574] : INFO : Epoch 1713 | loss: 0.0311823 | val_loss: 0.0311824 | Time: 4648.42 ms
[2022-04-07 22:48:56 main:574] : INFO : Epoch 1714 | loss: 0.0311801 | val_loss: 0.0311828 | Time: 4521.06 ms
[2022-04-07 22:49:01 main:574] : INFO : Epoch 1715 | loss: 0.031182 | val_loss: 0.0311819 | Time: 4577.24 ms
[2022-04-07 22:49:06 main:574] : INFO : Epoch 1716 | loss: 0.0311816 | val_loss: 0.0311829 | Time: 4637.34 ms
[2022-04-07 22:49:10 main:574] : INFO : Epoch 1717 | loss: 0.0311825 | val_loss: 0.031185 | Time: 4546.16 ms
[2022-04-07 22:49:15 main:574] : INFO : Epoch 1718 | loss: 0.0311851 | val_loss: 0.0311855 | Time: 4592.46 ms
[2022-04-07 22:49:19 main:574] : INFO : Epoch 1719 | loss: 0.0311831 | val_loss: 0.0311822 | Time: 4552.49 ms
[2022-04-07 22:49:24 main:574] : INFO : Epoch 1720 | loss: 0.0311815 | val_loss: 0.031183 | Time: 4632.04 ms
[2022-04-07 22:49:29 main:574] : INFO : Epoch 1721 | loss: 0.0311826 | val_loss: 0.0311821 | Time: 4611.56 ms
[2022-04-07 22:49:33 main:574] : INFO : Epoch 1722 | loss: 0.0311806 | val_loss: 0.0311844 | Time: 4620.29 ms
[2022-04-07 22:49:38 main:574] : INFO : Epoch 1723 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 4590.1 ms
[2022-04-07 22:49:42 main:574] : INFO : Epoch 1724 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 4599.23 ms
[2022-04-07 22:49:47 main:574] : INFO : Epoch 1725 | loss: 0.0311803 | val_loss: 0.0311828 | Time: 4580.7 ms
[2022-04-07 22:49:52 main:574] : INFO : Epoch 1726 | loss: 0.0311797 | val_loss: 0.0311814 | Time: 4544.74 ms
[2022-04-07 22:49:56 main:574] : INFO : Epoch 1727 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 4634.56 ms
[2022-04-07 22:50:01 main:574] : INFO : Epoch 1728 | loss: 0.0311805 | val_loss: 0.0311818 | Time: 4634.63 ms
[2022-04-07 22:50:05 main:574] : INFO : Epoch 1729 | loss: 0.0311794 | val_loss: 0.0311846 | Time: 4561.05 ms
[2022-04-07 22:50:10 main:574] : INFO : Epoch 1730 | loss: 0.0311834 | val_loss: 0.0311897 | Time: 4567.35 ms
[2022-04-07 22:50:15 main:574] : INFO : Epoch 1731 | loss: 0.0311823 | val_loss: 0.0311835 | Time: 4606.19 ms
[2022-04-07 22:50:19 main:574] : INFO : Epoch 1732 | loss: 0.0311811 | val_loss: 0.0311832 | Time: 4613.79 ms
[2022-04-07 22:50:24 main:574] : INFO : Epoch 1733 | loss: 0.0311789 | val_loss: 0.031193 | Time: 4569.48 ms
[2022-04-07 22:50:28 main:574] : INFO : Epoch 1734 | loss: 0.0311815 | val_loss: 0.0311821 | Time: 4592.31 ms
[2022-04-07 22:50:33 main:574] : INFO : Epoch 1735 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 4646.08 ms
[2022-04-07 22:50:38 main:574] : INFO : Epoch 1736 | loss: 0.0311806 | val_loss: 0.0311887 | Time: 4580.5 ms
[2022-04-07 22:50:42 main:574] : INFO : Epoch 1737 | loss: 0.0311804 | val_loss: 0.0311822 | Time: 4600.32 ms
[2022-04-07 22:50:47 main:574] : INFO : Epoch 1738 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 4535.39 ms
[2022-04-07 22:50:51 main:574] : INFO : Epoch 1739 | loss: 0.0311799 | val_loss: 0.0311852 | Time: 4610.99 ms
[2022-04-07 22:50:56 main:574] : INFO : Epoch 1740 | loss: 0.0311796 | val_loss: 0.0311851 | Time: 4645.01 ms
[2022-04-07 22:51:01 main:574] : INFO : Epoch 1741 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 4552.66 ms
[2022-04-07 22:51:05 main:574] : INFO : Epoch 1742 | loss: 0.0311773 | val_loss: 0.0311812 | Time: 4513.37 ms
[2022-04-07 22:51:10 main:574] : INFO : Epoch 1743 | loss: 0.0311774 | val_loss: 0.0311821 | Time: 4551.85 ms
[2022-04-07 22:51:14 main:574] : INFO : Epoch 1744 | loss: 0.0311785 | val_loss: 0.0311842 | Time: 4664.68 ms
[2022-04-07 22:51:19 main:574] : INFO : Epoch 1745 | loss: 0.0311792 | val_loss: 0.0311811 | Time: 4613.46 ms
[2022-04-07 22:51:24 main:574] : INFO : Epoch 1746 | loss: 0.0311776 | val_loss: 0.031182 | Time: 4560.88 ms
[2022-04-07 22:51:28 main:574] : INFO : Epoch 1747 | loss: 0.0311773 | val_loss: 0.0311806 | Time: 4609.3 ms
[2022-04-07 22:51:33 main:574] : INFO : Epoch 1748 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 4595.86 ms
[2022-04-07 22:51:37 main:574] : INFO : Epoch 1749 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 4532.69 ms
[2022-04-07 22:51:42 main:574] : INFO : Epoch 1750 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 4585.17 ms
[2022-04-07 22:51:47 main:574] : INFO : Epoch 1751 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 4671.62 ms
[2022-04-07 22:51:51 main:574] : INFO : Epoch 1752 | loss: 0.0311789 | val_loss: 0.0311834 | Time: 4595.98 ms
[2022-04-07 22:51:56 main:574] : INFO : Epoch 1753 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 4529.63 ms
[2022-04-07 22:52:00 main:574] : INFO : Epoch 1754 | loss: 0.031178 | val_loss: 0.0311813 | Time: 4545.65 ms
[2022-04-07 22:52:05 main:574] : INFO : Epoch 1755 | loss: 0.0311775 | val_loss: 0.0311813 | Time: 4569.24 ms
[2022-04-07 22:52:09 main:574] : INFO : Epoch 1756 | loss: 0.0311808 | val_loss: 0.0311814 | Time: 4542.05 ms
[2022-04-07 22:52:14 main:574] : INFO : Epoch 1757 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 4541.2 ms
[2022-04-07 22:52:18 main:574] : INFO : Epoch 1758 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 4540.45 ms
[2022-04-07 22:52:23 main:574] : INFO : Epoch 1759 | loss: 0.0311787 | val_loss: 0.0311814 | Time: 4612.33 ms
[2022-04-07 22:52:28 main:574] : INFO : Epoch 1760 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 4597.28 ms
[2022-04-07 22:52:32 main:574] : INFO : Epoch 1761 | loss: 0.0311773 | val_loss: 0.0311805 | Time: 4577.77 ms
[2022-04-07 22:52:37 main:574] : INFO : Epoch 1762 | loss: 0.0311799 | val_loss: 0.0311858 | Time: 4606.54 ms
[2022-04-07 22:52:41 main:574] : INFO : Epoch 1763 | loss: 0.03118 | val_loss: 0.0311803 | Time: 4551.66 ms
[2022-04-07 22:52:46 main:574] : INFO : Epoch 1764 | loss: 0.0311786 | val_loss: 0.0311836 | Time: 4580.98 ms
[2022-04-07 22:52:51 main:574] : INFO : Epoch 1765 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 4555.61 ms
[2022-04-07 22:52:55 main:574] : INFO : Epoch 1766 | loss: 0.0311771 | val_loss: 0.0311809 | Time: 4565.04 ms
[2022-04-07 22:53:00 main:574] : INFO : Epoch 1767 | loss: 0.031176 | val_loss: 0.0311801 | Time: 4629.28 ms
[2022-04-07 22:53:04 main:574] : INFO : Epoch 1768 | loss: 0.0311756 | val_loss: 0.0311805 | Time: 4557.33 ms
[2022-04-07 22:53:09 main:574] : INFO : Epoch 1769 | loss: 0.0311758 | val_loss: 0.0311867 | Time: 4618.4 ms
[2022-04-07 22:53:13 main:574] : INFO : Epoch 1770 | loss: 0.0311766 | val_loss: 0.0311818 | Time: 4568.78 ms
[2022-04-07 22:53:18 main:574] : INFO : Epoch 1771 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 4578.76 ms
[2022-04-07 22:53:23 main:574] : INFO : Epoch 1772 | loss: 0.0311757 | val_loss: 0.0311807 | Time: 4595.71 ms
[2022-04-07 22:53:27 main:574] : INFO : Epoch 1773 | loss: 0.0311773 | val_loss: 0.0311802 | Time: 4500.84 ms
[2022-04-07 22:53:32 main:574] : INFO : Epoch 1774 | loss: 0.0311772 | val_loss: 0.0311812 | Time: 4585.69 ms
[2022-04-07 22:53:36 main:574] : INFO : Epoch 1775 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 4585.75 ms
[2022-04-07 22:53:41 main:574] : INFO : Epoch 1776 | loss: 0.0311773 | val_loss: 0.0311806 | Time: 4640.31 ms
[2022-04-07 22:53:46 main:574] : INFO : Epoch 1777 | loss: 0.0311782 | val_loss: 0.0311803 | Time: 4542.71 ms
[2022-04-07 22:53:50 main:574] : INFO : Epoch 1778 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 4639.3 ms
[2022-04-07 22:53:55 main:574] : INFO : Epoch 1779 | loss: 0.0311764 | val_loss: 0.0311815 | Time: 4681.84 ms
[2022-04-07 22:53:59 main:574] : INFO : Epoch 1780 | loss: 0.0311775 | val_loss: 0.031179 | Time: 4599.8 ms
[2022-04-07 22:54:04 main:574] : INFO : Epoch 1781 | loss: 0.0311763 | val_loss: 0.0311795 | Time: 4617.02 ms
[2022-04-07 22:54:09 main:574] : INFO : Epoch 1782 | loss: 0.0311755 | val_loss: 0.0311816 | Time: 4590.58 ms
[2022-04-07 22:54:13 main:574] : INFO : Epoch 1783 | loss: 0.0311818 | val_loss: 0.0311951 | Time: 4571.31 ms
[2022-04-07 22:54:18 main:574] : INFO : Epoch 1784 | loss: 0.031234 | val_loss: 0.0329055 | Time: 4686.17 ms
[2022-04-07 22:54:22 main:574] : INFO : Epoch 1785 | loss: 0.0504274 | val_loss: 0.0342849 | Time: 4490.18 ms
[2022-04-07 22:54:27 main:574] : INFO : Epoch 1786 | loss: 0.041507 | val_loss: 0.0352495 | Time: 4577.57 ms
[2022-04-07 22:54:32 main:574] : INFO : Epoch 1787 | loss: 0.0324264 | val_loss: 0.031507 | Time: 4608.64 ms
[2022-04-07 22:54:36 main:574] : INFO : Epoch 1788 | loss: 0.0313973 | val_loss: 0.031309 | Time: 4580.55 ms
[2022-04-07 22:54:41 main:574] : INFO : Epoch 1789 | loss: 0.0312603 | val_loss: 0.0312341 | Time: 4595.36 ms
[2022-04-07 22:54:46 main:574] : INFO : Epoch 1790 | loss: 0.0312232 | val_loss: 0.0312122 | Time: 4666.63 ms
[2022-04-07 22:54:50 main:574] : INFO : Epoch 1791 | loss: 0.0312132 | val_loss: 0.0312085 | Time: 4606.36 ms
[2022-04-07 22:54:55 main:574] : INFO : Epoch 1792 | loss: 0.0312096 | val_loss: 0.0312057 | Time: 4577.31 ms
[2022-04-07 22:54:59 main:574] : INFO : Epoch 1793 | loss: 0.031208 | val_loss: 0.0312044 | Time: 4637.15 ms
[2022-04-07 22:55:04 main:574] : INFO : Epoch 1794 | loss: 0.0312066 | val_loss: 0.0312031 | Time: 4639.09 ms
[2022-04-07 22:55:09 main:574] : INFO : Epoch 1795 | loss: 0.0312056 | val_loss: 0.031202 | Time: 4514.76 ms
[2022-04-07 22:55:13 main:574] : INFO : Epoch 1796 | loss: 0.0312047 | val_loss: 0.0312014 | Time: 4555.39 ms
[2022-04-07 22:55:18 main:574] : INFO : Epoch 1797 | loss: 0.0312039 | val_loss: 0.0312004 | Time: 4623.48 ms
[2022-04-07 22:55:22 main:574] : INFO : Epoch 1798 | loss: 0.0312035 | val_loss: 0.0311999 | Time: 4531.64 ms
[2022-04-07 22:55:27 main:574] : INFO : Epoch 1799 | loss: 0.0312029 | val_loss: 0.0312009 | Time: 4505.73 ms
[2022-04-07 22:55:31 main:574] : INFO : Epoch 1800 | loss: 0.0312026 | val_loss: 0.0311985 | Time: 4555.57 ms
[2022-04-07 22:55:36 main:574] : INFO : Epoch 1801 | loss: 0.0312018 | val_loss: 0.0311983 | Time: 4620.21 ms
[2022-04-07 22:55:41 main:574] : INFO : Epoch 1802 | loss: 0.0312014 | val_loss: 0.0311979 | Time: 4585.85 ms
[2022-04-07 22:55:45 main:574] : INFO : Epoch 1803 | loss: 0.0312007 | val_loss: 0.0311979 | Time: 4603.68 ms
[2022-04-07 22:55:50 main:574] : INFO : Epoch 1804 | loss: 0.0312001 | val_loss: 0.0311961 | Time: 4639.39 ms
[2022-04-07 22:55:54 main:574] : INFO : Epoch 1805 | loss: 0.0311999 | val_loss: 0.0311957 | Time: 4560.79 ms
[2022-04-07 22:55:59 main:574] : INFO : Epoch 1806 | loss: 0.031199 | val_loss: 0.0311952 | Time: 4555.35 ms
[2022-04-07 22:56:04 main:574] : INFO : Epoch 1807 | loss: 0.0311986 | val_loss: 0.0311946 | Time: 4630.82 ms
[2022-04-07 22:56:08 main:574] : INFO : Epoch 1808 | loss: 0.0311981 | val_loss: 0.0311946 | Time: 4546.54 ms
[2022-04-07 22:56:13 main:574] : INFO : Epoch 1809 | loss: 0.0311978 | val_loss: 0.0311944 | Time: 4621.48 ms
[2022-04-07 22:56:17 main:574] : INFO : Epoch 1810 | loss: 0.0311977 | val_loss: 0.0311941 | Time: 4560.03 ms
[2022-04-07 22:56:22 main:574] : INFO : Epoch 1811 | loss: 0.0311973 | val_loss: 0.0311937 | Time: 4522.67 ms
[2022-04-07 22:56:26 main:574] : INFO : Epoch 1812 | loss: 0.0311972 | val_loss: 0.0311951 | Time: 4640.67 ms
[2022-04-07 22:56:31 main:574] : INFO : Epoch 1813 | loss: 0.0311973 | val_loss: 0.0311932 | Time: 4650.24 ms
[2022-04-07 22:56:36 main:574] : INFO : Epoch 1814 | loss: 0.0311966 | val_loss: 0.0311929 | Time: 4442.81 ms
[2022-04-07 22:56:40 main:574] : INFO : Epoch 1815 | loss: 0.0311964 | val_loss: 0.0311926 | Time: 4634.69 ms
[2022-04-07 22:56:45 main:574] : INFO : Epoch 1816 | loss: 0.0311961 | val_loss: 0.0311924 | Time: 4604.67 ms
[2022-04-07 22:56:49 main:574] : INFO : Epoch 1817 | loss: 0.0311958 | val_loss: 0.031193 | Time: 4589.78 ms
[2022-04-07 22:56:54 main:574] : INFO : Epoch 1818 | loss: 0.0311962 | val_loss: 0.0311918 | Time: 4561.78 ms
[2022-04-07 22:56:59 main:574] : INFO : Epoch 1819 | loss: 0.0311956 | val_loss: 0.0311923 | Time: 4610.94 ms
[2022-04-07 22:57:03 main:574] : INFO : Epoch 1820 | loss: 0.0311956 | val_loss: 0.0311913 | Time: 4556.03 ms
[2022-04-07 22:57:08 main:574] : INFO : Epoch 1821 | loss: 0.0311949 | val_loss: 0.0311911 | Time: 4604.57 ms
[2022-04-07 22:57:12 main:574] : INFO : Epoch 1822 | loss: 0.0311948 | val_loss: 0.0311912 | Time: 4562.54 ms
[2022-04-07 22:57:17 main:574] : INFO : Epoch 1823 | loss: 0.0311948 | val_loss: 0.0311908 | Time: 4608.35 ms
[2022-04-07 22:57:21 main:574] : INFO : Epoch 1824 | loss: 0.0311947 | val_loss: 0.0311909 | Time: 4562.27 ms
[2022-04-07 22:57:26 main:574] : INFO : Epoch 1825 | loss: 0.0311948 | val_loss: 0.0311909 | Time: 4582.8 ms
[2022-04-07 22:57:31 main:574] : INFO : Epoch 1826 | loss: 0.0311944 | val_loss: 0.0311906 | Time: 4635.63 ms
[2022-04-07 22:57:35 main:574] : INFO : Epoch 1827 | loss: 0.0311944 | val_loss: 0.0311903 | Time: 4564.75 ms
[2022-04-07 22:57:40 main:574] : INFO : Epoch 1828 | loss: 0.0311942 | val_loss: 0.0311904 | Time: 4595.69 ms
[2022-04-07 22:57:44 main:574] : INFO : Epoch 1829 | loss: 0.0311941 | val_loss: 0.0311902 | Time: 4518.54 ms
[2022-04-07 22:57:49 main:574] : INFO : Epoch 1830 | loss: 0.0311946 | val_loss: 0.0311902 | Time: 4538.59 ms
[2022-04-07 22:57:54 main:574] : INFO : Epoch 1831 | loss: 0.0311941 | val_loss: 0.03119 | Time: 4584.65 ms
[2022-04-07 22:57:58 main:574] : INFO : Epoch 1832 | loss: 0.0311938 | val_loss: 0.0311896 | Time: 4575.02 ms
[2022-04-07 22:58:03 main:574] : INFO : Epoch 1833 | loss: 0.0311936 | val_loss: 0.0311894 | Time: 4503.63 ms
[2022-04-07 22:58:07 main:574] : INFO : Epoch 1834 | loss: 0.0311938 | val_loss: 0.031191 | Time: 4537.88 ms
[2022-04-07 22:58:12 main:574] : INFO : Epoch 1835 | loss: 0.0311941 | val_loss: 0.0311904 | Time: 4563.64 ms
[2022-04-07 22:58:16 main:574] : INFO : Epoch 1836 | loss: 0.0311936 | val_loss: 0.03119 | Time: 4598.98 ms
[2022-04-07 22:58:21 main:574] : INFO : Epoch 1837 | loss: 0.0311941 | val_loss: 0.0311888 | Time: 4542.38 ms
[2022-04-07 22:58:25 main:574] : INFO : Epoch 1838 | loss: 0.031193 | val_loss: 0.0311883 | Time: 4532.85 ms
[2022-04-07 22:58:30 main:574] : INFO : Epoch 1839 | loss: 0.0311924 | val_loss: 0.0311877 | Time: 4595.47 ms
[2022-04-07 22:58:35 main:574] : INFO : Epoch 1840 | loss: 0.0311913 | val_loss: 0.0311867 | Time: 4582.52 ms
[2022-04-07 22:58:39 main:574] : INFO : Epoch 1841 | loss: 0.0311901 | val_loss: 0.0311859 | Time: 4574.43 ms
[2022-04-07 22:58:44 main:574] : INFO : Epoch 1842 | loss: 0.0311896 | val_loss: 0.031185 | Time: 4546.31 ms
[2022-04-07 22:58:48 main:574] : INFO : Epoch 1843 | loss: 0.0311888 | val_loss: 0.0311858 | Time: 4549.02 ms
[2022-04-07 22:58:53 main:574] : INFO : Epoch 1844 | loss: 0.0311881 | val_loss: 0.0311842 | Time: 4609.3 ms
[2022-04-07 22:58:58 main:574] : INFO : Epoch 1845 | loss: 0.0311874 | val_loss: 0.0311835 | Time: 4636.92 ms
[2022-04-07 22:59:02 main:574] : INFO : Epoch 1846 | loss: 0.031187 | val_loss: 0.0311832 | Time: 4543.43 ms
[2022-04-07 22:59:07 main:574] : INFO : Epoch 1847 | loss: 0.0311868 | val_loss: 0.0311828 | Time: 4631.85 ms
[2022-04-07 22:59:11 main:574] : INFO : Epoch 1848 | loss: 0.0311863 | val_loss: 0.0311826 | Time: 4551.18 ms
[2022-04-07 22:59:16 main:574] : INFO : Epoch 1849 | loss: 0.0311856 | val_loss: 0.0311822 | Time: 4502.92 ms
[2022-04-07 22:59:20 main:574] : INFO : Epoch 1850 | loss: 0.0311855 | val_loss: 0.0311823 | Time: 4590.99 ms
[2022-04-07 22:59:25 main:574] : INFO : Epoch 1851 | loss: 0.0311858 | val_loss: 0.0311834 | Time: 4598.8 ms
[2022-04-07 22:59:30 main:574] : INFO : Epoch 1852 | loss: 0.0311857 | val_loss: 0.0311818 | Time: 4571.27 ms
[2022-04-07 22:59:34 main:574] : INFO : Epoch 1853 | loss: 0.0311847 | val_loss: 0.0311815 | Time: 4674.92 ms
[2022-04-07 22:59:39 main:574] : INFO : Epoch 1854 | loss: 0.0311843 | val_loss: 0.0311812 | Time: 4649.47 ms
[2022-04-07 22:59:43 main:574] : INFO : Epoch 1855 | loss: 0.0311841 | val_loss: 0.0311812 | Time: 4555.52 ms
[2022-04-07 22:59:48 main:574] : INFO : Epoch 1856 | loss: 0.0311839 | val_loss: 0.0311804 | Time: 4537.58 ms
[2022-04-07 22:59:53 main:574] : INFO : Epoch 1857 | loss: 0.0311833 | val_loss: 0.0311802 | Time: 4587.92 ms
[2022-04-07 22:59:57 main:574] : INFO : Epoch 1858 | loss: 0.0311828 | val_loss: 0.03118 | Time: 4594.13 ms
[2022-04-07 23:00:02 main:574] : INFO : Epoch 1859 | loss: 0.0311825 | val_loss: 0.0311798 | Time: 4579.3 ms
[2022-04-07 23:00:06 main:574] : INFO : Epoch 1860 | loss: 0.0311823 | val_loss: 0.0311796 | Time: 4556.58 ms
[2022-04-07 23:00:11 main:574] : INFO : Epoch 1861 | loss: 0.031182 | val_loss: 0.0311796 | Time: 4682.55 ms
[2022-04-07 23:00:16 main:574] : INFO : Epoch 1862 | loss: 0.0311823 | val_loss: 0.0311805 | Time: 4619.56 ms
[2022-04-07 23:00:20 main:574] : INFO : Epoch 1863 | loss: 0.0311822 | val_loss: 0.0311798 | Time: 4484.51 ms
[2022-04-07 23:00:25 main:574] : INFO : Epoch 1864 | loss: 0.0311815 | val_loss: 0.0311804 | Time: 4614.83 ms
[2022-04-07 23:00:29 main:574] : INFO : Epoch 1865 | loss: 0.0311816 | val_loss: 0.0311803 | Time: 4595.97 ms
[2022-04-07 23:00:34 main:574] : INFO : Epoch 1866 | loss: 0.0311815 | val_loss: 0.0311794 | Time: 4574.95 ms
[2022-04-07 23:00:39 main:574] : INFO : Epoch 1867 | loss: 0.0311806 | val_loss: 0.0311792 | Time: 4584.97 ms
[2022-04-07 23:00:43 main:574] : INFO : Epoch 1868 | loss: 0.0311804 | val_loss: 0.0311809 | Time: 4593.2 ms
[2022-04-07 23:00:48 main:574] : INFO : Epoch 1869 | loss: 0.0311806 | val_loss: 0.0311791 | Time: 4542.5 ms
[2022-04-07 23:00:52 main:574] : INFO : Epoch 1870 | loss: 0.03118 | val_loss: 0.0311792 | Time: 4627.54 ms
[2022-04-07 23:00:57 main:574] : INFO : Epoch 1871 | loss: 0.0311799 | val_loss: 0.031179 | Time: 4578.79 ms
[2022-04-07 23:01:01 main:574] : INFO : Epoch 1872 | loss: 0.0311797 | val_loss: 0.0311789 | Time: 4542.54 ms
[2022-04-07 23:01:06 main:574] : INFO : Epoch 1873 | loss: 0.0311796 | val_loss: 0.0311789 | Time: 4574.62 ms
[2022-04-07 23:01:11 main:574] : INFO : Epoch 1874 | loss: 0.0311796 | val_loss: 0.0311788 | Time: 4588.3 ms
[2022-04-07 23:01:15 main:574] : INFO : Epoch 1875 | loss: 0.0311796 | val_loss: 0.0311787 | Time: 4639.42 ms
[2022-04-07 23:01:20 main:574] : INFO : Epoch 1876 | loss: 0.0311797 | val_loss: 0.0311797 | Time: 4603.6 ms
[2022-04-07 23:01:24 main:574] : INFO : Epoch 1877 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 4589.79 ms
[2022-04-07 23:01:29 main:574] : INFO : Epoch 1878 | loss: 0.0311806 | val_loss: 0.0311789 | Time: 4596.82 ms
[2022-04-07 23:01:34 main:574] : INFO : Epoch 1879 | loss: 0.0311794 | val_loss: 0.0311792 | Time: 4503.32 ms
[2022-04-07 23:01:38 main:574] : INFO : Epoch 1880 | loss: 0.031179 | val_loss: 0.0311792 | Time: 4589 ms
[2022-04-07 23:01:43 main:574] : INFO : Epoch 1881 | loss: 0.0311794 | val_loss: 0.0311787 | Time: 4582.08 ms
[2022-04-07 23:01:47 main:574] : INFO : Epoch 1882 | loss: 0.0311787 | val_loss: 0.0311787 | Time: 4555.65 ms
[2022-04-07 23:01:52 main:574] : INFO : Epoch 1883 | loss: 0.0311795 | val_loss: 0.0311785 | Time: 4516.61 ms
[2022-04-07 23:01:56 main:574] : INFO : Epoch 1884 | loss: 0.0311787 | val_loss: 0.0311786 | Time: 4598.29 ms
[2022-04-07 23:02:01 main:574] : INFO : Epoch 1885 | loss: 0.0311786 | val_loss: 0.0311787 | Time: 4575.57 ms
[2022-04-07 23:02:06 main:574] : INFO : Epoch 1886 | loss: 0.0311786 | val_loss: 0.0311791 | Time: 4594.07 ms
[2022-04-07 23:02:10 main:574] : INFO : Epoch 1887 | loss: 0.0311784 | val_loss: 0.0311794 | Time: 4541.75 ms
[2022-04-07 23:02:15 main:574] : INFO : Epoch 1888 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 4583.85 ms
[2022-04-07 23:02:19 main:574] : INFO : Epoch 1889 | loss: 0.0311784 | val_loss: 0.0311789 | Time: 4587.85 ms
[2022-04-07 23:02:24 main:574] : INFO : Epoch 1890 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 4568.51 ms
[2022-04-07 23:02:28 main:574] : INFO : Epoch 1891 | loss: 0.0311784 | val_loss: 0.0311792 | Time: 4522.26 ms
[2022-04-07 23:02:33 main:574] : INFO : Epoch 1892 | loss: 0.0311779 | val_loss: 0.0311783 | Time: 4608.06 ms
[2022-04-07 23:02:38 main:574] : INFO : Epoch 1893 | loss: 0.031178 | val_loss: 0.0311788 | Time: 4506.35 ms
[2022-04-07 23:02:42 main:574] : INFO : Epoch 1894 | loss: 0.031178 | val_loss: 0.0311792 | Time: 4589.17 ms
[2022-04-07 23:02:47 main:574] : INFO : Epoch 1895 | loss: 0.0311778 | val_loss: 0.0311788 | Time: 4540.82 ms
[2022-04-07 23:02:51 main:574] : INFO : Epoch 1896 | loss: 0.031178 | val_loss: 0.031178 | Time: 4555.06 ms
[2022-04-07 23:02:56 main:574] : INFO : Epoch 1897 | loss: 0.0311773 | val_loss: 0.0311779 | Time: 4591.74 ms
[2022-04-07 23:03:00 main:574] : INFO : Epoch 1898 | loss: 0.031178 | val_loss: 0.0311789 | Time: 4534.94 ms
[2022-04-07 23:03:05 main:574] : INFO : Epoch 1899 | loss: 0.0311778 | val_loss: 0.0311791 | Time: 4588.29 ms
[2022-04-07 23:03:10 main:574] : INFO : Epoch 1900 | loss: 0.031178 | val_loss: 0.0311781 | Time: 4540.63 ms
[2022-04-07 23:03:14 main:574] : INFO : Epoch 1901 | loss: 0.0311775 | val_loss: 0.0311781 | Time: 4595.82 ms
[2022-04-07 23:03:19 main:574] : INFO : Epoch 1902 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 4566.5 ms
[2022-04-07 23:03:23 main:574] : INFO : Epoch 1903 | loss: 0.0311776 | val_loss: 0.0311779 | Time: 4517.94 ms
[2022-04-07 23:03:28 main:574] : INFO : Epoch 1904 | loss: 0.0311771 | val_loss: 0.0311778 | Time: 4570.28 ms
[2022-04-07 23:03:32 main:574] : INFO : Epoch 1905 | loss: 0.031177 | val_loss: 0.0311774 | Time: 4508.73 ms
[2022-04-07 23:03:37 main:574] : INFO : Epoch 1906 | loss: 0.0311766 | val_loss: 0.0311777 | Time: 4551.9 ms
[2022-04-07 23:03:41 main:574] : INFO : Epoch 1907 | loss: 0.031177 | val_loss: 0.0311791 | Time: 4604.26 ms
[2022-04-07 23:03:46 main:574] : INFO : Epoch 1908 | loss: 0.0311777 | val_loss: 0.0311776 | Time: 4564.18 ms
[2022-04-07 23:03:51 main:574] : INFO : Epoch 1909 | loss: 0.031178 | val_loss: 0.031179 | Time: 4549.45 ms
[2022-04-07 23:03:55 main:574] : INFO : Epoch 1910 | loss: 0.0311768 | val_loss: 0.0311785 | Time: 4550.29 ms
[2022-04-07 23:04:00 main:574] : INFO : Epoch 1911 | loss: 0.0311779 | val_loss: 0.0311774 | Time: 4575.63 ms
[2022-04-07 23:04:04 main:574] : INFO : Epoch 1912 | loss: 0.0311778 | val_loss: 0.0311785 | Time: 4593.38 ms
[2022-04-07 23:04:09 main:574] : INFO : Epoch 1913 | loss: 0.0311781 | val_loss: 0.0311775 | Time: 4511.65 ms
[2022-04-07 23:04:13 main:574] : INFO : Epoch 1914 | loss: 0.0311773 | val_loss: 0.0311772 | Time: 4574.04 ms
[2022-04-07 23:04:18 main:574] : INFO : Epoch 1915 | loss: 0.031177 | val_loss: 0.0311777 | Time: 4543.94 ms
[2022-04-07 23:04:22 main:574] : INFO : Epoch 1916 | loss: 0.0311781 | val_loss: 0.0311777 | Time: 4488.16 ms
[2022-04-07 23:04:27 main:574] : INFO : Epoch 1917 | loss: 0.0311775 | val_loss: 0.031178 | Time: 4618.51 ms
[2022-04-07 23:04:32 main:574] : INFO : Epoch 1918 | loss: 0.0311777 | val_loss: 0.0311777 | Time: 4527.12 ms
[2022-04-07 23:04:36 main:574] : INFO : Epoch 1919 | loss: 0.0311778 | val_loss: 0.0311779 | Time: 4551.54 ms
[2022-04-07 23:04:41 main:574] : INFO : Epoch 1920 | loss: 0.0311774 | val_loss: 0.0311779 | Time: 4584.07 ms
[2022-04-07 23:04:45 main:574] : INFO : Epoch 1921 | loss: 0.0311772 | val_loss: 0.0311773 | Time: 4606.98 ms
[2022-04-07 23:04:50 main:574] : INFO : Epoch 1922 | loss: 0.0311775 | val_loss: 0.0311782 | Time: 4525.06 ms
[2022-04-07 23:04:54 main:574] : INFO : Epoch 1923 | loss: 0.0311784 | val_loss: 0.0311765 | Time: 4589.7 ms
[2022-04-07 23:04:59 main:574] : INFO : Epoch 1924 | loss: 0.0311773 | val_loss: 0.0311764 | Time: 4657.81 ms
[2022-04-07 23:05:04 main:574] : INFO : Epoch 1925 | loss: 0.0311764 | val_loss: 0.0311762 | Time: 4606.77 ms
[2022-04-07 23:05:08 main:574] : INFO : Epoch 1926 | loss: 0.0311765 | val_loss: 0.031177 | Time: 4649.6 ms
[2022-04-07 23:05:13 main:574] : INFO : Epoch 1927 | loss: 0.0311769 | val_loss: 0.0311788 | Time: 4537.77 ms
[2022-04-07 23:05:18 main:574] : INFO : Epoch 1928 | loss: 0.031177 | val_loss: 0.0311766 | Time: 4558.83 ms
[2022-04-07 23:05:22 main:574] : INFO : Epoch 1929 | loss: 0.0311763 | val_loss: 0.031177 | Time: 4509.43 ms
[2022-04-07 23:05:27 main:574] : INFO : Epoch 1930 | loss: 0.0311763 | val_loss: 0.0311778 | Time: 4527.33 ms
[2022-04-07 23:05:31 main:574] : INFO : Epoch 1931 | loss: 0.0311768 | val_loss: 0.0311764 | Time: 4549.57 ms
[2022-04-07 23:05:36 main:574] : INFO : Epoch 1932 | loss: 0.0311766 | val_loss: 0.0311766 | Time: 4561.08 ms
[2022-04-07 23:05:40 main:574] : INFO : Epoch 1933 | loss: 0.031178 | val_loss: 0.0311774 | Time: 4589.4 ms
[2022-04-07 23:05:45 main:574] : INFO : Epoch 1934 | loss: 0.031176 | val_loss: 0.0311767 | Time: 4595.96 ms
[2022-04-07 23:05:49 main:574] : INFO : Epoch 1935 | loss: 0.0311761 | val_loss: 0.0311764 | Time: 4586.04 ms
[2022-04-07 23:05:54 main:574] : INFO : Epoch 1936 | loss: 0.0311765 | val_loss: 0.0311769 | Time: 4531.74 ms
[2022-04-07 23:05:59 main:574] : INFO : Epoch 1937 | loss: 0.0311759 | val_loss: 0.031176 | Time: 4612.77 ms
[2022-04-07 23:06:03 main:574] : INFO : Epoch 1938 | loss: 0.0311754 | val_loss: 0.031177 | Time: 4584.75 ms
[2022-04-07 23:06:08 main:574] : INFO : Epoch 1939 | loss: 0.0311755 | val_loss: 0.0311762 | Time: 4577.19 ms
[2022-04-07 23:06:12 main:574] : INFO : Epoch 1940 | loss: 0.031175 | val_loss: 0.0311761 | Time: 4516.62 ms
[2022-04-07 23:06:17 main:574] : INFO : Epoch 1941 | loss: 0.0311754 | val_loss: 0.0311783 | Time: 4566.53 ms
[2022-04-07 23:06:21 main:574] : INFO : Epoch 1942 | loss: 0.0311754 | val_loss: 0.031178 | Time: 4554.94 ms
[2022-04-07 23:06:26 main:574] : INFO : Epoch 1943 | loss: 0.0311758 | val_loss: 0.0311775 | Time: 4562.71 ms
[2022-04-07 23:06:31 main:574] : INFO : Epoch 1944 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 4615.46 ms
[2022-04-07 23:06:35 main:574] : INFO : Epoch 1945 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 4641.31 ms
[2022-04-07 23:06:40 main:574] : INFO : Epoch 1946 | loss: 0.0311747 | val_loss: 0.0311772 | Time: 4562.32 ms
[2022-04-07 23:06:44 main:574] : INFO : Epoch 1947 | loss: 0.0311759 | val_loss: 0.0311765 | Time: 4525.58 ms
[2022-04-07 23:06:49 main:574] : INFO : Epoch 1948 | loss: 0.0311747 | val_loss: 0.0311767 | Time: 4603.76 ms
[2022-04-07 23:06:54 main:574] : INFO : Epoch 1949 | loss: 0.0311744 | val_loss: 0.0311758 | Time: 4546.9 ms
[2022-04-07 23:06:58 main:574] : INFO : Epoch 1950 | loss: 0.0311747 | val_loss: 0.0311759 | Time: 4564.43 ms
[2022-04-07 23:07:03 main:574] : INFO : Epoch 1951 | loss: 0.0311744 | val_loss: 0.0311762 | Time: 4569.96 ms
[2022-04-07 23:07:07 main:574] : INFO : Epoch 1952 | loss: 0.0311748 | val_loss: 0.031176 | Time: 4597.15 ms
[2022-04-07 23:07:12 main:574] : INFO : Epoch 1953 | loss: 0.0311745 | val_loss: 0.0311768 | Time: 4608.04 ms
[2022-04-07 23:07:17 main:574] : INFO : Epoch 1954 | loss: 0.0311748 | val_loss: 0.031177 | Time: 4619.18 ms
[2022-04-07 23:07:21 main:574] : INFO : Epoch 1955 | loss: 0.0311744 | val_loss: 0.0311754 | Time: 4595.2 ms
[2022-04-07 23:07:26 main:574] : INFO : Epoch 1956 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 4535.13 ms
[2022-04-07 23:07:30 main:574] : INFO : Epoch 1957 | loss: 0.0311737 | val_loss: 0.0311763 | Time: 4553.61 ms
[2022-04-07 23:07:35 main:574] : INFO : Epoch 1958 | loss: 0.0311737 | val_loss: 0.031179 | Time: 4567.74 ms
[2022-04-07 23:07:39 main:574] : INFO : Epoch 1959 | loss: 0.0311755 | val_loss: 0.0311758 | Time: 4570.31 ms
[2022-04-07 23:07:44 main:574] : INFO : Epoch 1960 | loss: 0.031174 | val_loss: 0.0311755 | Time: 4609.98 ms
[2022-04-07 23:07:49 main:574] : INFO : Epoch 1961 | loss: 0.0311737 | val_loss: 0.0311762 | Time: 4559.32 ms
[2022-04-07 23:07:53 main:574] : INFO : Epoch 1962 | loss: 0.0311734 | val_loss: 0.0311778 | Time: 4628.15 ms
[2022-04-07 23:07:58 main:574] : INFO : Epoch 1963 | loss: 0.0311739 | val_loss: 0.0311761 | Time: 4510.6 ms
[2022-04-07 23:08:02 main:574] : INFO : Epoch 1964 | loss: 0.0311737 | val_loss: 0.0311775 | Time: 4614.29 ms
[2022-04-07 23:08:07 main:574] : INFO : Epoch 1965 | loss: 0.0311737 | val_loss: 0.0311749 | Time: 4525.27 ms
[2022-04-07 23:08:11 main:574] : INFO : Epoch 1966 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 4498.6 ms
[2022-04-07 23:08:16 main:574] : INFO : Epoch 1967 | loss: 0.0311735 | val_loss: 0.031175 | Time: 4542.31 ms
[2022-04-07 23:08:21 main:574] : INFO : Epoch 1968 | loss: 0.0311734 | val_loss: 0.0311786 | Time: 4606.28 ms
[2022-04-07 23:08:25 main:574] : INFO : Epoch 1969 | loss: 0.0311744 | val_loss: 0.0311781 | Time: 4577.77 ms
[2022-04-07 23:08:30 main:574] : INFO : Epoch 1970 | loss: 0.0311733 | val_loss: 0.0311754 | Time: 4607.25 ms
[2022-04-07 23:08:34 main:574] : INFO : Epoch 1971 | loss: 0.0311728 | val_loss: 0.0311771 | Time: 4613.89 ms
[2022-04-07 23:08:39 main:574] : INFO : Epoch 1972 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 4494.6 ms
[2022-04-07 23:08:43 main:574] : INFO : Epoch 1973 | loss: 0.031173 | val_loss: 0.0311766 | Time: 4560.35 ms
[2022-04-07 23:08:48 main:574] : INFO : Epoch 1974 | loss: 0.0311726 | val_loss: 0.0311748 | Time: 4547.52 ms
[2022-04-07 23:08:53 main:574] : INFO : Epoch 1975 | loss: 0.0311721 | val_loss: 0.0311746 | Time: 4575.09 ms
[2022-04-07 23:08:57 main:574] : INFO : Epoch 1976 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 4584.45 ms
[2022-04-07 23:09:02 main:574] : INFO : Epoch 1977 | loss: 0.0311731 | val_loss: 0.031179 | Time: 4546.82 ms
[2022-04-07 23:09:06 main:574] : INFO : Epoch 1978 | loss: 0.0311743 | val_loss: 0.0311797 | Time: 4566.85 ms
[2022-04-07 23:09:11 main:574] : INFO : Epoch 1979 | loss: 0.0311738 | val_loss: 0.0311767 | Time: 4602.5 ms
[2022-04-07 23:09:15 main:574] : INFO : Epoch 1980 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 4593.01 ms
[2022-04-07 23:09:20 main:574] : INFO : Epoch 1981 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 4588.16 ms
[2022-04-07 23:09:25 main:574] : INFO : Epoch 1982 | loss: 0.0311717 | val_loss: 0.0311747 | Time: 4597.88 ms
[2022-04-07 23:09:29 main:574] : INFO : Epoch 1983 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 4550.52 ms
[2022-04-07 23:09:34 main:574] : INFO : Epoch 1984 | loss: 0.0311728 | val_loss: 0.0311769 | Time: 4609.99 ms
[2022-04-07 23:09:38 main:574] : INFO : Epoch 1985 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 4624.44 ms
[2022-04-07 23:09:43 main:574] : INFO : Epoch 1986 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 4610.45 ms
[2022-04-07 23:09:48 main:574] : INFO : Epoch 1987 | loss: 0.0311723 | val_loss: 0.0311756 | Time: 4689.3 ms
[2022-04-07 23:09:52 main:574] : INFO : Epoch 1988 | loss: 0.031172 | val_loss: 0.0311768 | Time: 4635.29 ms
[2022-04-07 23:09:57 main:574] : INFO : Epoch 1989 | loss: 0.0311725 | val_loss: 0.0311778 | Time: 4562.47 ms
[2022-04-07 23:10:01 main:574] : INFO : Epoch 1990 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 4546.04 ms
[2022-04-07 23:10:06 main:574] : INFO : Epoch 1991 | loss: 0.0311735 | val_loss: 0.0311784 | Time: 4556.44 ms
[2022-04-07 23:10:11 main:574] : INFO : Epoch 1992 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 4551.66 ms
[2022-04-07 23:10:15 main:574] : INFO : Epoch 1993 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 4561.9 ms
[2022-04-07 23:10:20 main:574] : INFO : Epoch 1994 | loss: 0.0311712 | val_loss: 0.0311758 | Time: 4653.37 ms
[2022-04-07 23:10:24 main:574] : INFO : Epoch 1995 | loss: 0.0311715 | val_loss: 0.0311766 | Time: 4587.65 ms
[2022-04-07 23:10:29 main:574] : INFO : Epoch 1996 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 4626.36 ms
[2022-04-07 23:10:34 main:574] : INFO : Epoch 1997 | loss: 0.0311721 | val_loss: 0.0311746 | Time: 4552.83 ms
[2022-04-07 23:10:38 main:574] : INFO : Epoch 1998 | loss: 0.0311714 | val_loss: 0.0311745 | Time: 4558.41 ms
[2022-04-07 23:10:43 main:574] : INFO : Epoch 1999 | loss: 0.0311717 | val_loss: 0.0311747 | Time: 4611.86 ms
[2022-04-07 23:10:47 main:574] : INFO : Epoch 2000 | loss: 0.0311711 | val_loss: 0.0311775 | Time: 4643.89 ms
[2022-04-07 23:10:52 main:574] : INFO : Epoch 2001 | loss: 0.0311716 | val_loss: 0.0311762 | Time: 4583.26 ms
[2022-04-07 23:10:57 main:574] : INFO : Epoch 2002 | loss: 0.0311719 | val_loss: 0.0311767 | Time: 4596.35 ms
[2022-04-07 23:11:01 main:574] : INFO : Epoch 2003 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 4586.88 ms
[2022-04-07 23:11:06 main:574] : INFO : Epoch 2004 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 4617.93 ms
[2022-04-07 23:11:10 main:574] : INFO : Epoch 2005 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 4551.49 ms
[2022-04-07 23:11:15 main:574] : INFO : Epoch 2006 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 4632.63 ms
[2022-04-07 23:11:20 main:574] : INFO : Epoch 2007 | loss: 0.031171 | val_loss: 0.0311792 | Time: 4557.13 ms
[2022-04-07 23:11:24 main:574] : INFO : Epoch 2008 | loss: 0.0311711 | val_loss: 0.0311781 | Time: 4525.26 ms
[2022-04-07 23:11:29 main:574] : INFO : Epoch 2009 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 4594.07 ms
[2022-04-07 23:11:33 main:574] : INFO : Epoch 2010 | loss: 0.0311706 | val_loss: 0.0311766 | Time: 4598.68 ms
[2022-04-07 23:11:38 main:574] : INFO : Epoch 2011 | loss: 0.0311695 | val_loss: 0.031176 | Time: 4576.9 ms
[2022-04-07 23:11:42 main:574] : INFO : Epoch 2012 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 4554.5 ms
[2022-04-07 23:11:47 main:574] : INFO : Epoch 2013 | loss: 0.0311702 | val_loss: 0.0311765 | Time: 4606.92 ms
[2022-04-07 23:11:52 main:574] : INFO : Epoch 2014 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 4447.88 ms
[2022-04-07 23:11:56 main:574] : INFO : Epoch 2015 | loss: 0.0311696 | val_loss: 0.0311758 | Time: 4557.49 ms
[2022-04-07 23:12:01 main:574] : INFO : Epoch 2016 | loss: 0.0311694 | val_loss: 0.0311772 | Time: 4593.19 ms
[2022-04-07 23:12:05 main:574] : INFO : Epoch 2017 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 4548.32 ms
[2022-04-07 23:12:10 main:574] : INFO : Epoch 2018 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 4521.78 ms
[2022-04-07 23:12:14 main:574] : INFO : Epoch 2019 | loss: 0.031171 | val_loss: 0.0311758 | Time: 4607.34 ms
[2022-04-07 23:12:19 main:574] : INFO : Epoch 2020 | loss: 0.0311714 | val_loss: 0.0311776 | Time: 4563.46 ms
[2022-04-07 23:12:24 main:574] : INFO : Epoch 2021 | loss: 0.0311701 | val_loss: 0.0311771 | Time: 4573.21 ms
[2022-04-07 23:12:28 main:574] : INFO : Epoch 2022 | loss: 0.0311692 | val_loss: 0.0311758 | Time: 4554.83 ms
[2022-04-07 23:12:33 main:574] : INFO : Epoch 2023 | loss: 0.0311688 | val_loss: 0.031179 | Time: 4640.16 ms
[2022-04-07 23:12:37 main:574] : INFO : Epoch 2024 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 4536.28 ms
[2022-04-07 23:12:42 main:574] : INFO : Epoch 2025 | loss: 0.0311705 | val_loss: 0.0311781 | Time: 4513.66 ms
[2022-04-07 23:12:46 main:574] : INFO : Epoch 2026 | loss: 0.031173 | val_loss: 0.0311809 | Time: 4558.22 ms
[2022-04-07 23:12:51 main:574] : INFO : Epoch 2027 | loss: 0.0311713 | val_loss: 0.031179 | Time: 4631.21 ms
[2022-04-07 23:12:55 main:574] : INFO : Epoch 2028 | loss: 0.0311695 | val_loss: 0.031176 | Time: 4483.69 ms
[2022-04-07 23:13:00 main:574] : INFO : Epoch 2029 | loss: 0.0311689 | val_loss: 0.031175 | Time: 4606.48 ms
[2022-04-07 23:13:05 main:574] : INFO : Epoch 2030 | loss: 0.0311681 | val_loss: 0.0311763 | Time: 4552.59 ms
[2022-04-07 23:13:09 main:574] : INFO : Epoch 2031 | loss: 0.0311689 | val_loss: 0.0311745 | Time: 4572.06 ms
[2022-04-07 23:13:14 main:574] : INFO : Epoch 2032 | loss: 0.0311686 | val_loss: 0.0311771 | Time: 4588.84 ms
[2022-04-07 23:13:18 main:574] : INFO : Epoch 2033 | loss: 0.0311702 | val_loss: 0.0311763 | Time: 4573.39 ms
[2022-04-07 23:13:23 main:574] : INFO : Epoch 2034 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 4597.79 ms
[2022-04-07 23:13:28 main:574] : INFO : Epoch 2035 | loss: 0.0311687 | val_loss: 0.0311798 | Time: 4524.06 ms
[2022-04-07 23:13:32 main:574] : INFO : Epoch 2036 | loss: 0.0311682 | val_loss: 0.0311764 | Time: 4572.57 ms
[2022-04-07 23:13:37 main:574] : INFO : Epoch 2037 | loss: 0.031168 | val_loss: 0.0311757 | Time: 4518.2 ms
[2022-04-07 23:13:41 main:574] : INFO : Epoch 2038 | loss: 0.0311679 | val_loss: 0.0311752 | Time: 4629 ms
[2022-04-07 23:13:46 main:574] : INFO : Epoch 2039 | loss: 0.0311694 | val_loss: 0.031174 | Time: 4549.67 ms
[2022-04-07 23:13:50 main:574] : INFO : Epoch 2040 | loss: 0.031169 | val_loss: 0.0311748 | Time: 4592.23 ms
[2022-04-07 23:13:55 main:574] : INFO : Epoch 2041 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 4621.74 ms
[2022-04-07 23:14:00 main:574] : INFO : Epoch 2042 | loss: 0.0311686 | val_loss: 0.0311739 | Time: 4589.31 ms
[2022-04-07 23:14:04 main:574] : INFO : Epoch 2043 | loss: 0.0311686 | val_loss: 0.0311738 | Time: 4615.35 ms
[2022-04-07 23:14:09 main:574] : INFO : Epoch 2044 | loss: 0.0311691 | val_loss: 0.031174 | Time: 4499.7 ms
[2022-04-07 23:14:13 main:574] : INFO : Epoch 2045 | loss: 0.031169 | val_loss: 0.0311747 | Time: 4601.03 ms
[2022-04-07 23:14:18 main:574] : INFO : Epoch 2046 | loss: 0.0311691 | val_loss: 0.0311735 | Time: 4606.89 ms
[2022-04-07 23:14:22 main:574] : INFO : Epoch 2047 | loss: 0.031168 | val_loss: 0.0311736 | Time: 4504.98 ms
[2022-04-07 23:14:27 main:574] : INFO : Epoch 2048 | loss: 0.0311683 | val_loss: 0.0311734 | Time: 4582.11 ms
[2022-04-07 23:14:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311734
[2022-04-07 23:14:27 main:603] : INFO : Saving end state to config to file
[2022-04-07 23:14:27 main:608] : INFO : Success, exiting..
23:14:27 (6536): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)