Task 14337096
| Name | ParityModified-1647047759-7378-3-0_0 |
| Workunit | 11386840 |
| Created | 4 Apr 2022, 4:39:26 UTC |
| Sent | 11 Apr 2022, 0:57:43 UTC |
| Report deadline | 19 Apr 2022, 0:57:43 UTC |
| Received | 11 Apr 2022, 10:09:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 12 sec |
| CPU time | 2 hours 58 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311606 | val_loss: 0.0311702 | Time: 5333.31 ms [2022-04-11 11:23:56 main:574] : INFO : Epoch 1543 | loss: 0.0311609 | val_loss: 0.0311682 | Time: 5323.91 ms [2022-04-11 11:24:02 main:574] : INFO : Epoch 1544 | loss: 0.0311625 | val_loss: 0.0311703 | Time: 5327.46 ms [2022-04-11 11:24:07 main:574] : INFO : Epoch 1545 | loss: 0.0311611 | val_loss: 0.03117 | Time: 5333.55 ms [2022-04-11 11:24:12 main:574] : INFO : Epoch 1546 | loss: 0.0311601 | val_loss: 0.0311714 | Time: 5332.39 ms [2022-04-11 11:24:18 main:574] : INFO : Epoch 1547 | loss: 0.0311595 | val_loss: 0.0311706 | Time: 5329.52 ms [2022-04-11 11:24:23 main:574] : INFO : Epoch 1548 | loss: 0.0311588 | val_loss: 0.0311708 | Time: 5327.68 ms [2022-04-11 11:24:28 main:574] : INFO : Epoch 1549 | loss: 0.0311611 | val_loss: 0.031177 | Time: 5327.11 ms [2022-04-11 11:24:34 main:574] : INFO : Epoch 1550 | loss: 0.0311622 | val_loss: 0.0311711 | Time: 5325.25 ms [2022-04-11 11:24:39 main:574] : INFO : Epoch 1551 | loss: 0.0311597 | val_loss: 0.0311722 | Time: 5329.76 ms [2022-04-11 11:24:44 main:574] : INFO : Epoch 1552 | loss: 0.0311603 | val_loss: 0.0311736 | Time: 5327.54 ms [2022-04-11 11:24:50 main:574] : INFO : Epoch 1553 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 5328.78 ms [2022-04-11 11:24:55 main:574] : INFO : Epoch 1554 | loss: 0.0311611 | val_loss: 0.031171 | Time: 5335.8 ms [2022-04-11 11:25:00 main:574] : INFO : Epoch 1555 | loss: 0.031161 | val_loss: 0.031174 | Time: 5330.31 ms [2022-04-11 11:25:06 main:574] : INFO : Epoch 1556 | loss: 0.0311615 | val_loss: 0.031173 | Time: 5324.2 ms [2022-04-11 11:25:11 main:574] : INFO : Epoch 1557 | loss: 0.0311652 | val_loss: 0.0311757 | Time: 5329.13 ms [2022-04-11 11:25:16 main:574] : INFO : Epoch 1558 | loss: 0.0311663 | val_loss: 0.0311698 | Time: 5325.96 ms [2022-04-11 11:25:22 main:574] : INFO : Epoch 1559 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 5336.86 ms [2022-04-11 11:25:27 main:574] : INFO : Epoch 1560 | loss: 0.0311612 | val_loss: 0.0311715 | Time: 5340.81 ms [2022-04-11 11:25:32 main:574] : INFO : Epoch 1561 | loss: 0.0311599 | val_loss: 0.031172 | Time: 5328.31 ms [2022-04-11 11:25:38 main:574] : INFO : Epoch 1562 | loss: 0.0311615 | val_loss: 0.0311773 | Time: 5322.22 ms [2022-04-11 11:25:43 main:574] : INFO : Epoch 1563 | loss: 0.0311655 | val_loss: 0.0311703 | Time: 5329.68 ms [2022-04-11 11:25:48 main:574] : INFO : Epoch 1564 | loss: 0.03116 | val_loss: 0.0311722 | Time: 5326.73 ms [2022-04-11 11:25:54 main:574] : INFO : Epoch 1565 | loss: 0.03116 | val_loss: 0.0311717 | Time: 5330.33 ms [2022-04-11 11:25:59 main:574] : INFO : Epoch 1566 | loss: 0.031161 | val_loss: 0.0311698 | Time: 5328.81 ms [2022-04-11 11:26:04 main:574] : INFO : Epoch 1567 | loss: 0.0311614 | val_loss: 0.031173 | Time: 5332.08 ms [2022-04-11 11:26:10 main:574] : INFO : Epoch 1568 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 5325.73 ms [2022-04-11 11:26:15 main:574] : INFO : Epoch 1569 | loss: 0.0311599 | val_loss: 0.0311717 | Time: 5324.34 ms [2022-04-11 11:26:20 main:574] : INFO : Epoch 1570 | loss: 0.0311598 | val_loss: 0.0311737 | Time: 5324.21 ms [2022-04-11 11:26:26 main:574] : INFO : Epoch 1571 | loss: 0.0311589 | val_loss: 0.0311769 | Time: 5331.35 ms [2022-04-11 11:26:31 main:574] : INFO : Epoch 1572 | loss: 0.0311598 | val_loss: 0.0311735 | Time: 5328.35 ms [2022-04-11 11:26:36 main:574] : INFO : Epoch 1573 | loss: 0.0311592 | val_loss: 0.0311725 | Time: 5332.02 ms [2022-04-11 11:26:42 main:574] : INFO : Epoch 1574 | loss: 0.0311596 | val_loss: 0.0311761 | Time: 5332.1 ms [2022-04-11 11:26:47 main:574] : INFO : Epoch 1575 | loss: 0.0311646 | val_loss: 0.0311733 | Time: 5333.76 ms [2022-04-11 11:26:52 main:574] : INFO : Epoch 1576 | loss: 0.0311589 | val_loss: 0.0311728 | Time: 5335.19 ms [2022-04-11 11:26:58 main:574] : INFO : Epoch 1577 | loss: 0.031161 | val_loss: 0.0311748 | Time: 5333.19 ms [2022-04-11 11:27:03 main:574] : INFO : Epoch 1578 | loss: 0.0311613 | val_loss: 0.0311747 | Time: 5330.73 ms [2022-04-11 11:27:08 main:574] : INFO : Epoch 1579 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 5332.82 ms [2022-04-11 11:27:14 main:574] : INFO : Epoch 1580 | loss: 0.0311603 | val_loss: 0.0311729 | Time: 5331.55 ms [2022-04-11 11:27:19 main:574] : INFO : Epoch 1581 | loss: 0.031165 | val_loss: 0.0311762 | Time: 5328.38 ms [2022-04-11 11:27:24 main:574] : INFO : Epoch 1582 | loss: 0.0311649 | val_loss: 0.0311745 | Time: 5329.99 ms [2022-04-11 11:27:30 main:574] : INFO : Epoch 1583 | loss: 0.0311647 | val_loss: 0.0311807 | Time: 5325.57 ms [2022-04-11 11:27:35 main:574] : INFO : Epoch 1584 | loss: 0.0311658 | val_loss: 0.0311784 | Time: 5327.8 ms [2022-04-11 11:27:40 main:574] : INFO : Epoch 1585 | loss: 0.0311645 | val_loss: 0.0311714 | Time: 5324.54 ms [2022-04-11 11:27:46 main:574] : INFO : Epoch 1586 | loss: 0.0311654 | val_loss: 0.0311829 | Time: 5316.73 ms [2022-04-11 11:27:51 main:574] : INFO : Epoch 1587 | loss: 0.0311655 | val_loss: 0.0311731 | Time: 5335.29 ms [2022-04-11 11:27:56 main:574] : INFO : Epoch 1588 | loss: 0.0311629 | val_loss: 0.0311694 | Time: 5329.36 ms [2022-04-11 11:28:02 main:574] : INFO : Epoch 1589 | loss: 0.031161 | val_loss: 0.0311714 | Time: 5462.49 ms [2022-04-11 11:28:07 main:574] : INFO : Epoch 1590 | loss: 0.0311614 | val_loss: 0.0311731 | Time: 5332.35 ms [2022-04-11 11:28:12 main:574] : INFO : Epoch 1591 | loss: 0.0311629 | val_loss: 0.0311742 | Time: 5326.03 ms [2022-04-11 11:28:18 main:574] : INFO : Epoch 1592 | loss: 0.0311646 | val_loss: 0.0311744 | Time: 5326.4 ms [2022-04-11 11:28:23 main:574] : INFO : Epoch 1593 | loss: 0.0311667 | val_loss: 0.0311732 | Time: 5335.32 ms [2022-04-11 11:28:28 main:574] : INFO : Epoch 1594 | loss: 0.0311681 | val_loss: 0.0311821 | Time: 5326.95 ms [2022-04-11 11:28:34 main:574] : INFO : Epoch 1595 | loss: 0.0311681 | val_loss: 0.0311753 | Time: 5339.91 ms [2022-04-11 11:28:39 main:574] : INFO : Epoch 1596 | loss: 0.0311643 | val_loss: 0.0311742 | Time: 5333.63 ms [2022-04-11 11:28:44 main:574] : INFO : Epoch 1597 | loss: 0.0311618 | val_loss: 0.0311726 | Time: 5331.19 ms [2022-04-11 11:28:50 main:574] : INFO : Epoch 1598 | loss: 0.0311632 | val_loss: 0.0311765 | Time: 5326.01 ms [2022-04-11 11:28:55 main:574] : INFO : Epoch 1599 | loss: 0.0311627 | val_loss: 0.0311708 | Time: 5328.33 ms [2022-04-11 11:29:00 main:574] : INFO : Epoch 1600 | loss: 0.0311619 | val_loss: 0.0311748 | Time: 5326.54 ms [2022-04-11 11:29:06 main:574] : INFO : Epoch 1601 | loss: 0.0311619 | val_loss: 0.0311768 | Time: 5327.08 ms [2022-04-11 11:29:11 main:574] : INFO : Epoch 1602 | loss: 0.031162 | val_loss: 0.0311739 | Time: 5329.71 ms [2022-04-11 11:29:16 main:574] : INFO : Epoch 1603 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 5330.79 ms [2022-04-11 11:29:22 main:574] : INFO : Epoch 1604 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 5324.41 ms [2022-04-11 11:29:27 main:574] : INFO : Epoch 1605 | loss: 0.0311626 | val_loss: 0.0311752 | Time: 5330.52 ms [2022-04-11 11:29:32 main:574] : INFO : Epoch 1606 | loss: 0.0311631 | val_loss: 0.0311714 | Time: 5331.99 ms [2022-04-11 11:29:38 main:574] : INFO : Epoch 1607 | loss: 0.0311616 | val_loss: 0.0311719 | Time: 5330.45 ms [2022-04-11 11:29:43 main:574] : INFO : Epoch 1608 | loss: 0.0311644 | val_loss: 0.0311705 | Time: 5334.66 ms [2022-04-11 11:29:48 main:574] : INFO : Epoch 1609 | loss: 0.0311636 | val_loss: 0.0311728 | Time: 5341.92 ms [2022-04-11 11:29:54 main:574] : INFO : Epoch 1610 | loss: 0.0311646 | val_loss: 0.0311723 | Time: 5337.2 ms [2022-04-11 11:29:59 main:574] : INFO : Epoch 1611 | loss: 0.0311628 | val_loss: 0.0311716 | Time: 5326.69 ms [2022-04-11 11:30:04 main:574] : INFO : Epoch 1612 | loss: 0.0311613 | val_loss: 0.0311717 | Time: 5323.76 ms [2022-04-11 11:30:10 main:574] : INFO : Epoch 1613 | loss: 0.0311618 | val_loss: 0.0311702 | Time: 5332.53 ms [2022-04-11 11:30:15 main:574] : INFO : Epoch 1614 | loss: 0.0311615 | val_loss: 0.0311704 | Time: 5321.11 ms [2022-04-11 11:30:20 main:574] : INFO : Epoch 1615 | loss: 0.0311623 | val_loss: 0.031169 | Time: 5328.53 ms [2022-04-11 11:30:26 main:574] : INFO : Epoch 1616 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 5339.71 ms [2022-04-11 11:30:31 main:574] : INFO : Epoch 1617 | loss: 0.0311622 | val_loss: 0.0311716 | Time: 5332.6 ms [2022-04-11 11:30:37 main:574] : INFO : Epoch 1618 | loss: 0.0311609 | val_loss: 0.0311712 | Time: 5328.55 ms [2022-04-11 11:30:42 main:574] : INFO : Epoch 1619 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 5325.73 ms [2022-04-11 11:30:47 main:574] : INFO : Epoch 1620 | loss: 0.0311613 | val_loss: 0.0311754 | Time: 5329.53 ms [2022-04-11 11:30:52 main:574] : INFO : Epoch 1621 | loss: 0.0311636 | val_loss: 0.0311812 | Time: 5329.1 ms [2022-04-11 11:30:58 main:574] : INFO : Epoch 1622 | loss: 0.0311673 | val_loss: 0.031171 | Time: 5330.3 ms [2022-04-11 11:31:03 main:574] : INFO : Epoch 1623 | loss: 0.0311616 | val_loss: 0.031172 | Time: 5336.71 ms [2022-04-11 11:31:09 main:574] : INFO : Epoch 1624 | loss: 0.0311608 | val_loss: 0.0311718 | Time: 5335.38 ms [2022-04-11 11:31:14 main:574] : INFO : Epoch 1625 | loss: 0.0311611 | val_loss: 0.0311705 | Time: 5330.26 ms [2022-04-11 11:31:19 main:574] : INFO : Epoch 1626 | loss: 0.031166 | val_loss: 0.031171 | Time: 5322.1 ms [2022-04-11 11:31:25 main:574] : INFO : Epoch 1627 | loss: 0.0311703 | val_loss: 0.0311714 | Time: 5327.65 ms [2022-04-11 11:31:30 main:574] : INFO : Epoch 1628 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 5329.32 ms [2022-04-11 11:31:35 main:574] : INFO : Epoch 1629 | loss: 0.0311705 | val_loss: 0.0311705 | Time: 5327.74 ms [2022-04-11 11:31:41 main:574] : INFO : Epoch 1630 | loss: 0.0311683 | val_loss: 0.0311711 | Time: 5334.62 ms [2022-04-11 11:31:46 main:574] : INFO : Epoch 1631 | loss: 0.0311671 | val_loss: 0.0311706 | Time: 5329.18 ms [2022-04-11 11:31:51 main:574] : INFO : Epoch 1632 | loss: 0.0311669 | val_loss: 0.0311742 | Time: 5330.15 ms [2022-04-11 11:31:57 main:574] : INFO : Epoch 1633 | loss: 0.0311683 | val_loss: 0.0311713 | Time: 5336.31 ms [2022-04-11 11:32:02 main:574] : INFO : Epoch 1634 | loss: 0.0311664 | val_loss: 0.031172 | Time: 5331.52 ms [2022-04-11 11:32:07 main:574] : INFO : Epoch 1635 | loss: 0.0311694 | val_loss: 0.0311781 | Time: 5328.88 ms [2022-04-11 11:32:13 main:574] : INFO : Epoch 1636 | loss: 0.0311704 | val_loss: 0.031176 | Time: 5329.94 ms [2022-04-11 11:32:18 main:574] : INFO : Epoch 1637 | loss: 0.0311747 | val_loss: 0.0311816 | Time: 5331.49 ms [2022-04-11 11:32:23 main:574] : INFO : Epoch 1638 | loss: 0.0311821 | val_loss: 0.0311819 | Time: 5330.41 ms [2022-04-11 11:32:29 main:574] : INFO : Epoch 1639 | loss: 0.0311823 | val_loss: 0.0311819 | Time: 5328.77 ms [2022-04-11 11:32:34 main:574] : INFO : Epoch 1640 | loss: 0.0311814 | val_loss: 0.0311806 | Time: 5330.55 ms [2022-04-11 11:32:39 main:574] : INFO : Epoch 1641 | loss: 0.0311816 | val_loss: 0.0311837 | Time: 5327.11 ms [2022-04-11 11:32:45 main:574] : INFO : Epoch 1642 | loss: 0.0311834 | val_loss: 0.0311806 | Time: 5323.92 ms [2022-04-11 11:32:50 main:574] : INFO : Epoch 1643 | loss: 0.0311829 | val_loss: 0.0311806 | Time: 5326.65 ms [2022-04-11 11:32:55 main:574] : INFO : Epoch 1644 | loss: 0.031179 | val_loss: 0.0311816 | Time: 5334.17 ms [2022-04-11 11:33:01 main:574] : INFO : Epoch 1645 | loss: 0.0311792 | val_loss: 0.0311782 | Time: 5329.35 ms [2022-04-11 11:33:06 main:574] : INFO : Epoch 1646 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 5327.32 ms [2022-04-11 11:33:11 main:574] : INFO : Epoch 1647 | loss: 0.0311806 | val_loss: 0.0311846 | Time: 5330.19 ms [2022-04-11 11:33:17 main:574] : INFO : Epoch 1648 | loss: 0.0311789 | val_loss: 0.0311787 | Time: 5331.27 ms [2022-04-11 11:33:22 main:574] : INFO : Epoch 1649 | loss: 0.0311776 | val_loss: 0.031177 | Time: 5333.46 ms [2022-04-11 11:33:27 main:574] : INFO : Epoch 1650 | loss: 0.0311774 | val_loss: 0.0311772 | Time: 5333.09 ms [2022-04-11 11:33:33 main:574] : INFO : Epoch 1651 | loss: 0.0311769 | val_loss: 0.0311773 | Time: 5331.77 ms [2022-04-11 11:33:38 main:574] : INFO : Epoch 1652 | loss: 0.0311783 | val_loss: 0.0311789 | Time: 5336.14 ms [2022-04-11 11:33:43 main:574] : INFO : Epoch 1653 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 5326.7 ms [2022-04-11 11:33:49 main:574] : INFO : Epoch 1654 | loss: 0.0311752 | val_loss: 0.0311766 | Time: 5329.13 ms [2022-04-11 11:33:54 main:574] : INFO : Epoch 1655 | loss: 0.0311766 | val_loss: 0.0311773 | Time: 5328.01 ms [2022-04-11 11:33:59 main:574] : INFO : Epoch 1656 | loss: 0.0311749 | val_loss: 0.0311761 | Time: 5328.31 ms [2022-04-11 11:34:05 main:574] : INFO : Epoch 1657 | loss: 0.0311759 | val_loss: 0.0311771 | Time: 5329.79 ms [2022-04-11 11:34:10 main:574] : INFO : Epoch 1658 | loss: 0.0311762 | val_loss: 0.0311773 | Time: 5335.55 ms [2022-04-11 11:34:15 main:574] : INFO : Epoch 1659 | loss: 0.0311748 | val_loss: 0.0311755 | Time: 5331.59 ms [2022-04-11 11:34:21 main:574] : INFO : Epoch 1660 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 5326.62 ms [2022-04-11 11:34:26 main:574] : INFO : Epoch 1661 | loss: 0.0311756 | val_loss: 0.0311763 | Time: 5331.52 ms [2022-04-11 11:34:31 main:574] : INFO : Epoch 1662 | loss: 0.0311747 | val_loss: 0.031177 | Time: 5328.19 ms [2022-04-11 11:34:37 main:574] : INFO : Epoch 1663 | loss: 0.0311756 | val_loss: 0.0311751 | Time: 5330.25 ms [2022-04-11 11:34:42 main:574] : INFO : Epoch 1664 | loss: 0.0311791 | val_loss: 0.031174 | Time: 5333.14 ms [2022-04-11 11:34:47 main:574] : INFO : Epoch 1665 | loss: 0.0311787 | val_loss: 0.0311783 | Time: 5340.4 ms [2022-04-11 11:34:53 main:574] : INFO : Epoch 1666 | loss: 0.0311795 | val_loss: 0.0311799 | Time: 5328.26 ms [2022-04-11 11:34:58 main:574] : INFO : Epoch 1667 | loss: 0.0311823 | val_loss: 0.0311806 | Time: 5329.94 ms [2022-04-11 11:35:03 main:574] : INFO : Epoch 1668 | loss: 0.0311805 | val_loss: 0.0311802 | Time: 5326.44 ms [2022-04-11 11:35:09 main:574] : INFO : Epoch 1669 | loss: 0.0311806 | val_loss: 0.0311779 | Time: 5334.44 ms [2022-04-11 11:35:14 main:574] : INFO : Epoch 1670 | loss: 0.0311787 | val_loss: 0.0311795 | Time: 5329.55 ms [2022-04-11 11:35:19 main:574] : INFO : Epoch 1671 | loss: 0.0311771 | val_loss: 0.0311765 | Time: 5329.44 ms [2022-04-11 11:35:25 main:574] : INFO : Epoch 1672 | loss: 0.0311774 | val_loss: 0.0311765 | Time: 5334.47 ms [2022-04-11 11:35:30 main:574] : INFO : Epoch 1673 | loss: 0.031178 | val_loss: 0.0311765 | Time: 5330.44 ms [2022-04-11 11:35:35 main:574] : INFO : Epoch 1674 | loss: 0.0311799 | val_loss: 0.0311801 | Time: 5330.41 ms [2022-04-11 11:35:41 main:574] : INFO : Epoch 1675 | loss: 0.0311774 | val_loss: 0.0311798 | Time: 5329.07 ms [2022-04-11 11:35:46 main:574] : INFO : Epoch 1676 | loss: 0.0311778 | val_loss: 0.0311774 | Time: 5329.86 ms [2022-04-11 11:35:51 main:574] : INFO : Epoch 1677 | loss: 0.0311755 | val_loss: 0.031175 | Time: 5330.09 ms [2022-04-11 11:35:57 main:574] : INFO : Epoch 1678 | loss: 0.0311753 | val_loss: 0.0311742 | Time: 5327.81 ms [2022-04-11 11:36:02 main:574] : INFO : Epoch 1679 | loss: 0.0311746 | val_loss: 0.0311726 | Time: 5329.16 ms [2022-04-11 11:36:07 main:574] : INFO : Epoch 1680 | loss: 0.0311744 | val_loss: 0.0311736 | Time: 5332.17 ms [2022-04-11 11:36:13 main:574] : INFO : Epoch 1681 | loss: 0.0311732 | val_loss: 0.031174 | Time: 5327.88 ms [2022-04-11 11:36:18 main:574] : INFO : Epoch 1682 | loss: 0.0311732 | val_loss: 0.031174 | Time: 5324.63 ms [2022-04-11 11:36:23 main:574] : INFO : Epoch 1683 | loss: 0.0311741 | val_loss: 0.0311746 | Time: 5329.03 ms [2022-04-11 11:36:29 main:574] : INFO : Epoch 1684 | loss: 0.0311786 | val_loss: 0.0311771 | Time: 5330.1 ms [2022-04-11 11:36:34 main:574] : INFO : Epoch 1685 | loss: 0.0311791 | val_loss: 0.031179 | Time: 5330.11 ms [2022-04-11 11:36:39 main:574] : INFO : Epoch 1686 | loss: 0.0311787 | val_loss: 0.0311766 | Time: 5333.64 ms [2022-04-11 11:36:45 main:574] : INFO : Epoch 1687 | loss: 0.0311796 | val_loss: 0.031173 | Time: 5334.86 ms [2022-04-11 11:36:50 main:574] : INFO : Epoch 1688 | loss: 0.0311798 | val_loss: 0.0311803 | Time: 5327.36 ms [2022-04-11 11:36:55 main:574] : INFO : Epoch 1689 | loss: 0.0311785 | val_loss: 0.0311743 | Time: 5325.46 ms [2022-04-11 11:37:01 main:574] : INFO : Epoch 1690 | loss: 0.0311767 | val_loss: 0.0311805 | Time: 5333.73 ms [2022-04-11 11:37:06 main:574] : INFO : Epoch 1691 | loss: 0.0311765 | val_loss: 0.031177 | Time: 5335.25 ms [2022-04-11 11:37:11 main:574] : INFO : Epoch 1692 | loss: 0.0311748 | val_loss: 0.031173 | Time: 5332.65 ms [2022-04-11 11:37:17 main:574] : INFO : Epoch 1693 | loss: 0.0311734 | val_loss: 0.0311725 | Time: 5334.87 ms [2022-04-11 11:37:22 main:574] : INFO : Epoch 1694 | loss: 0.0311746 | val_loss: 0.0311736 | Time: 5327.69 ms [2022-04-11 11:37:27 main:574] : INFO : Epoch 1695 | loss: 0.0311731 | val_loss: 0.031173 | Time: 5328.68 ms [2022-04-11 11:37:33 main:574] : INFO : Epoch 1696 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 5328.43 ms [2022-04-11 11:37:38 main:574] : INFO : Epoch 1697 | loss: 0.0311734 | val_loss: 0.0311746 | Time: 5327.09 ms [2022-04-11 11:37:43 main:574] : INFO : Epoch 1698 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 5325.8 ms [2022-04-11 11:37:49 main:574] : INFO : Epoch 1699 | loss: 0.0311752 | val_loss: 0.0311775 | Time: 5328.85 ms [2022-04-11 11:37:54 main:574] : INFO : Epoch 1700 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 5335.06 ms [2022-04-11 11:37:59 main:574] : INFO : Epoch 1701 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 5329.64 ms [2022-04-11 11:38:05 main:574] : INFO : Epoch 1702 | loss: 0.0311737 | val_loss: 0.0311754 | Time: 5328.98 ms [2022-04-11 11:38:10 main:574] : INFO : Epoch 1703 | loss: 0.0311732 | val_loss: 0.031175 | Time: 5328.05 ms [2022-04-11 11:38:15 main:574] : INFO : Epoch 1704 | loss: 0.0311732 | val_loss: 0.0311741 | Time: 5330.14 ms [2022-04-11 11:38:21 main:574] : INFO : Epoch 1705 | loss: 0.0311729 | val_loss: 0.0311787 | Time: 5333.15 ms [2022-04-11 11:38:26 main:574] : INFO : Epoch 1706 | loss: 0.0311743 | val_loss: 0.0311748 | Time: 5329.42 ms [2022-04-11 11:38:31 main:574] : INFO : Epoch 1707 | loss: 0.0311728 | val_loss: 0.0311744 | Time: 5337.39 ms [2022-04-11 11:38:37 main:574] : INFO : Epoch 1708 | loss: 0.031171 | val_loss: 0.0311739 | Time: 5333.14 ms [2022-04-11 11:38:42 main:574] : INFO : Epoch 1709 | loss: 0.0311707 | val_loss: 0.0311744 | Time: 5326.08 ms [2022-04-11 11:38:47 main:574] : INFO : Epoch 1710 | loss: 0.0311727 | val_loss: 0.0311738 | Time: 5323.8 ms [2022-04-11 11:38:53 main:574] : INFO : Epoch 1711 | loss: 0.0311704 | val_loss: 0.0311734 | Time: 5328.68 ms [2022-04-11 11:38:58 main:574] : INFO : Epoch 1712 | loss: 0.0311713 | val_loss: 0.0311769 | Time: 5330.69 ms [2022-04-11 11:39:03 main:574] : INFO : Epoch 1713 | loss: 0.0311752 | val_loss: 0.0311826 | Time: 5331.3 ms [2022-04-11 11:39:09 main:574] : INFO : Epoch 1714 | loss: 0.0311776 | val_loss: 0.0311925 | Time: 5332.73 ms [2022-04-11 11:39:14 main:574] : INFO : Epoch 1715 | loss: 0.0311807 | val_loss: 0.0311863 | Time: 5334.97 ms [2022-04-11 11:39:19 main:574] : INFO : Epoch 1716 | loss: 0.0311768 | val_loss: 0.0311769 | Time: 5329.69 ms [2022-04-11 11:39:25 main:574] : INFO : Epoch 1717 | loss: 0.0311728 | val_loss: 0.0311746 | Time: 5330.66 ms [2022-04-11 11:39:30 main:574] : INFO : Epoch 1718 | loss: 0.0311719 | val_loss: 0.0311737 | Time: 5337.74 ms [2022-04-11 11:39:35 main:574] : INFO : Epoch 1719 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 5326.63 ms [2022-04-11 11:39:41 main:574] : INFO : Epoch 1720 | loss: 0.0311701 | val_loss: 0.031176 | Time: 5331.53 ms [2022-04-11 11:39:46 main:574] : INFO : Epoch 1721 | loss: 0.0311704 | val_loss: 0.0311723 | Time: 5334.4 ms [2022-04-11 11:39:51 main:574] : INFO : Epoch 1722 | loss: 0.0311731 | val_loss: 0.0311778 | Time: 5341.33 ms [2022-04-11 11:39:57 main:574] : INFO : Epoch 1723 | loss: 0.031173 | val_loss: 0.0311743 | Time: 5327.06 ms [2022-04-11 11:40:02 main:574] : INFO : Epoch 1724 | loss: 0.031172 | val_loss: 0.0311737 | Time: 5327.33 ms [2022-04-11 11:40:07 main:574] : INFO : Epoch 1725 | loss: 0.0311721 | val_loss: 0.0311721 | Time: 5326.87 ms [2022-04-11 11:40:13 main:574] : INFO : Epoch 1726 | loss: 0.0311719 | val_loss: 0.0311729 | Time: 5329.28 ms [2022-04-11 11:40:18 main:574] : INFO : Epoch 1727 | loss: 0.0311713 | val_loss: 0.0311708 | Time: 5335.94 ms [2022-04-11 11:40:23 main:574] : INFO : Epoch 1728 | loss: 0.0311698 | val_loss: 0.0311724 | Time: 5328.44 ms [2022-04-11 11:40:29 main:574] : INFO : Epoch 1729 | loss: 0.0311727 | val_loss: 0.0311725 | Time: 5327.97 ms [2022-04-11 11:40:34 main:574] : INFO : Epoch 1730 | loss: 0.0311719 | val_loss: 0.031173 | Time: 5338.84 ms [2022-04-11 11:40:39 main:574] : INFO : Epoch 1731 | loss: 0.0311696 | val_loss: 0.0311717 | Time: 5327.6 ms [2022-04-11 11:40:45 main:574] : INFO : Epoch 1732 | loss: 0.0311699 | val_loss: 0.0311729 | Time: 5326.84 ms [2022-04-11 11:40:50 main:574] : INFO : Epoch 1733 | loss: 0.0311708 | val_loss: 0.0311725 | Time: 5330.66 ms [2022-04-11 11:40:55 main:574] : INFO : Epoch 1734 | loss: 0.0311711 | val_loss: 0.0311724 | Time: 5325.75 ms [2022-04-11 11:41:01 main:574] : INFO : Epoch 1735 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 5332.23 ms [2022-04-11 11:41:06 main:574] : INFO : Epoch 1736 | loss: 0.0311712 | val_loss: 0.0311711 | Time: 5328.87 ms [2022-04-11 11:41:11 main:574] : INFO : Epoch 1737 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 5323.86 ms [2022-04-11 11:41:17 main:574] : INFO : Epoch 1738 | loss: 0.0311688 | val_loss: 0.0311699 | Time: 5332 ms [2022-04-11 11:41:22 main:574] : INFO : Epoch 1739 | loss: 0.0311679 | val_loss: 0.0311731 | Time: 5328.57 ms [2022-04-11 11:41:27 main:574] : INFO : Epoch 1740 | loss: 0.0311702 | val_loss: 0.0311728 | Time: 5325.4 ms [2022-04-11 11:41:33 main:574] : INFO : Epoch 1741 | loss: 0.0311715 | val_loss: 0.0311756 | Time: 5329.08 ms [2022-04-11 11:41:38 main:574] : INFO : Epoch 1742 | loss: 0.0311721 | val_loss: 0.0311707 | Time: 5335.45 ms [2022-04-11 11:41:43 main:574] : INFO : Epoch 1743 | loss: 0.0311675 | val_loss: 0.0311704 | Time: 5330.44 ms [2022-04-11 11:41:49 main:574] : INFO : Epoch 1744 | loss: 0.0311689 | val_loss: 0.0311696 | Time: 5332.11 ms [2022-04-11 11:41:54 main:574] : INFO : Epoch 1745 | loss: 0.0311691 | val_loss: 0.031171 | Time: 5328.26 ms [2022-04-11 11:41:59 main:574] : INFO : Epoch 1746 | loss: 0.0311715 | val_loss: 0.0311736 | Time: 5329.46 ms [2022-04-11 11:42:05 main:574] : INFO : Epoch 1747 | loss: 0.0311739 | val_loss: 0.0311728 | Time: 5327.31 ms [2022-04-11 11:42:10 main:574] : INFO : Epoch 1748 | loss: 0.0311732 | val_loss: 0.0311708 | Time: 5331.4 ms [2022-04-11 11:42:15 main:574] : INFO : Epoch 1749 | loss: 0.0311736 | val_loss: 0.0311705 | Time: 5334.05 ms [2022-04-11 11:42:21 main:574] : INFO : Epoch 1750 | loss: 0.0311758 | val_loss: 0.0311747 | Time: 5336.55 ms [2022-04-11 11:42:26 main:574] : INFO : Epoch 1751 | loss: 0.0311734 | val_loss: 0.0311736 | Time: 5328.77 ms [2022-04-11 11:42:31 main:574] : INFO : Epoch 1752 | loss: 0.0311718 | val_loss: 0.0311736 | Time: 5321.11 ms [2022-04-11 11:42:37 main:574] : INFO : Epoch 1753 | loss: 0.0311724 | val_loss: 0.0311767 | Time: 5331.12 ms [2022-04-11 11:42:42 main:574] : INFO : Epoch 1754 | loss: 0.031171 | val_loss: 0.0311699 | Time: 5328.96 ms [2022-04-11 11:42:47 main:574] : INFO : Epoch 1755 | loss: 0.03117 | val_loss: 0.0311717 | Time: 5324.32 ms [2022-04-11 11:42:53 main:574] : INFO : Epoch 1756 | loss: 0.0311696 | val_loss: 0.0311712 | Time: 5334.45 ms [2022-04-11 11:42:58 main:574] : INFO : Epoch 1757 | loss: 0.0311704 | val_loss: 0.0311737 | Time: 5317.34 ms [2022-04-11 11:43:03 main:574] : INFO : Epoch 1758 | loss: 0.0311719 | val_loss: 0.0311692 | Time: 5330.37 ms [2022-04-11 11:43:09 main:574] : INFO : Epoch 1759 | loss: 0.0311694 | val_loss: 0.0311716 | Time: 5324.19 ms [2022-04-11 11:43:14 main:574] : INFO : Epoch 1760 | loss: 0.0311699 | val_loss: 0.0311747 | Time: 5326.08 ms [2022-04-11 11:43:19 main:574] : INFO : Epoch 1761 | loss: 0.0311711 | val_loss: 0.0311698 | Time: 5326.87 ms [2022-04-11 11:43:25 main:574] : INFO : Epoch 1762 | loss: 0.0311701 | val_loss: 0.0311708 | Time: 5331.17 ms [2022-04-11 11:43:30 main:574] : INFO : Epoch 1763 | loss: 0.031169 | val_loss: 0.0311754 | Time: 5334.03 ms [2022-04-11 11:43:35 main:574] : INFO : Epoch 1764 | loss: 0.0311686 | val_loss: 0.0311707 | Time: 5331.37 ms [2022-04-11 11:43:41 main:574] : INFO : Epoch 1765 | loss: 0.031168 | val_loss: 0.0311712 | Time: 5335.95 ms [2022-04-11 11:43:46 main:574] : INFO : Epoch 1766 | loss: 0.0311688 | val_loss: 0.031171 | Time: 5324.3 ms [2022-04-11 11:43:51 main:574] : INFO : Epoch 1767 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 5331.83 ms [2022-04-11 11:43:57 main:574] : INFO : Epoch 1768 | loss: 0.0311672 | val_loss: 0.0311707 | Time: 5327.99 ms [2022-04-11 11:44:02 main:574] : INFO : Epoch 1769 | loss: 0.0311681 | val_loss: 0.0311717 | Time: 5315.38 ms [2022-04-11 11:44:07 main:574] : INFO : Epoch 1770 | loss: 0.0311682 | val_loss: 0.0311713 | Time: 5330.81 ms [2022-04-11 11:44:13 main:574] : INFO : Epoch 1771 | loss: 0.0311679 | val_loss: 0.031172 | Time: 5322.71 ms [2022-04-11 11:44:18 main:574] : INFO : Epoch 1772 | loss: 0.0311707 | val_loss: 0.0311744 | Time: 5327.67 ms [2022-04-11 11:44:23 main:574] : INFO : Epoch 1773 | loss: 0.0311685 | val_loss: 0.0311732 | Time: 5323.64 ms [2022-04-11 11:44:29 main:574] : INFO : Epoch 1774 | loss: 0.0311703 | val_loss: 0.0311732 | Time: 5321.85 ms [2022-04-11 11:44:34 main:574] : INFO : Epoch 1775 | loss: 0.0311696 | val_loss: 0.0311721 | Time: 5331.45 ms [2022-04-11 11:44:39 main:574] : INFO : Epoch 1776 | loss: 0.0311688 | val_loss: 0.0311716 | Time: 5325.19 ms [2022-04-11 11:44:45 main:574] : INFO : Epoch 1777 | loss: 0.0311701 | val_loss: 0.031174 | Time: 5335.52 ms [2022-04-11 11:44:50 main:574] : INFO : Epoch 1778 | loss: 0.0311689 | val_loss: 0.0311705 | Time: 5323.53 ms [2022-04-11 11:44:55 main:574] : INFO : Epoch 1779 | loss: 0.0311681 | val_loss: 0.0311696 | Time: 5326.71 ms [2022-04-11 11:45:01 main:574] : INFO : Epoch 1780 | loss: 0.0311684 | val_loss: 0.0311697 | Time: 5327.42 ms [2022-04-11 11:45:06 main:574] : INFO : Epoch 1781 | loss: 0.0311678 | val_loss: 0.0311699 | Time: 5323.75 ms [2022-04-11 11:45:11 main:574] : INFO : Epoch 1782 | loss: 0.0311674 | val_loss: 0.0311699 | Time: 5327.62 ms [2022-04-11 11:45:17 main:574] : INFO : Epoch 1783 | loss: 0.0311684 | val_loss: 0.0311718 | Time: 5329.92 ms [2022-04-11 11:45:22 main:574] : INFO : Epoch 1784 | loss: 0.0311712 | val_loss: 0.0311767 | Time: 5333.64 ms [2022-04-11 11:45:27 main:574] : INFO : Epoch 1785 | loss: 0.031173 | val_loss: 0.0311735 | Time: 5329.71 ms [2022-04-11 11:45:33 main:574] : INFO : Epoch 1786 | loss: 0.0311727 | val_loss: 0.0311726 | Time: 5327.2 ms [2022-04-11 11:45:38 main:574] : INFO : Epoch 1787 | loss: 0.031173 | val_loss: 0.0311729 | Time: 5320.14 ms [2022-04-11 11:45:43 main:574] : INFO : Epoch 1788 | loss: 0.0311732 | val_loss: 0.0311765 | Time: 5324.9 ms [2022-04-11 11:45:49 main:574] : INFO : Epoch 1789 | loss: 0.0311717 | val_loss: 0.0311711 | Time: 5323.61 ms [2022-04-11 11:45:54 main:574] : INFO : Epoch 1790 | loss: 0.0311696 | val_loss: 0.0311719 | Time: 5322.74 ms [2022-04-11 11:45:59 main:574] : INFO : Epoch 1791 | loss: 0.0311711 | val_loss: 0.0311717 | Time: 5337.34 ms [2022-04-11 11:46:05 main:574] : INFO : Epoch 1792 | loss: 0.0311695 | val_loss: 0.0311707 | Time: 5324.19 ms [2022-04-11 11:46:10 main:574] : INFO : Epoch 1793 | loss: 0.0311689 | val_loss: 0.0311745 | Time: 5323.6 ms [2022-04-11 11:46:15 main:574] : INFO : Epoch 1794 | loss: 0.0311699 | val_loss: 0.0311713 | Time: 5321.4 ms [2022-04-11 11:46:21 main:574] : INFO : Epoch 1795 | loss: 0.0311693 | val_loss: 0.031171 | Time: 5325.64 ms [2022-04-11 11:46:26 main:574] : INFO : Epoch 1796 | loss: 0.0311696 | val_loss: 0.0311725 | Time: 5329.93 ms [2022-04-11 11:46:31 main:574] : INFO : Epoch 1797 | loss: 0.0311703 | val_loss: 0.0311704 | Time: 5325.08 ms [2022-04-11 11:46:37 main:574] : INFO : Epoch 1798 | loss: 0.0311695 | val_loss: 0.031171 | Time: 5331.01 ms [2022-04-11 11:46:42 main:574] : INFO : Epoch 1799 | loss: 0.0311687 | val_loss: 0.0311712 | Time: 5327.58 ms [2022-04-11 11:46:47 main:574] : INFO : Epoch 1800 | loss: 0.0311695 | val_loss: 0.0311731 | Time: 5323.89 ms [2022-04-11 11:46:53 main:574] : INFO : Epoch 1801 | loss: 0.03117 | val_loss: 0.0311696 | Time: 5327.59 ms [2022-04-11 11:46:58 main:574] : INFO : Epoch 1802 | loss: 0.031172 | val_loss: 0.0311738 | Time: 5325.21 ms [2022-04-11 11:47:03 main:574] : INFO : Epoch 1803 | loss: 0.0311692 | val_loss: 0.0311722 | Time: 5326.73 ms [2022-04-11 11:47:09 main:574] : INFO : Epoch 1804 | loss: 0.0311692 | val_loss: 0.031172 | Time: 5328.59 ms [2022-04-11 11:47:14 main:574] : INFO : Epoch 1805 | loss: 0.03117 | val_loss: 0.0311742 | Time: 5335.09 ms [2022-04-11 11:47:19 main:574] : INFO : Epoch 1806 | loss: 0.0311711 | val_loss: 0.0311709 | Time: 5326.17 ms [2022-04-11 11:47:25 main:574] : INFO : Epoch 1807 | loss: 0.0311695 | val_loss: 0.0311729 | Time: 5322.78 ms [2022-04-11 11:47:30 main:574] : INFO : Epoch 1808 | loss: 0.0311682 | val_loss: 0.0311703 | Time: 5324.86 ms [2022-04-11 11:47:35 main:574] : INFO : Epoch 1809 | loss: 0.0311681 | val_loss: 0.0311709 | Time: 5324.23 ms [2022-04-11 11:47:41 main:574] : INFO : Epoch 1810 | loss: 0.0311692 | val_loss: 0.0311749 | Time: 5331.81 ms [2022-04-11 11:47:46 main:574] : INFO : Epoch 1811 | loss: 0.0311697 | val_loss: 0.0311719 | Time: 5323.79 ms [2022-04-11 11:47:51 main:574] : INFO : Epoch 1812 | loss: 0.0311677 | val_loss: 0.0311721 | Time: 5333.06 ms [2022-04-11 11:47:57 main:574] : INFO : Epoch 1813 | loss: 0.0311682 | val_loss: 0.0311707 | Time: 5324.14 ms [2022-04-11 11:48:02 main:574] : INFO : Epoch 1814 | loss: 0.0311691 | val_loss: 0.0311757 | Time: 5334.4 ms [2022-04-11 11:48:07 main:574] : INFO : Epoch 1815 | loss: 0.0311715 | val_loss: 0.031174 | Time: 5322.47 ms [2022-04-11 11:48:13 main:574] : INFO : Epoch 1816 | loss: 0.0311704 | val_loss: 0.0311733 | Time: 5329.27 ms [2022-04-11 11:48:18 main:574] : INFO : Epoch 1817 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 5327.93 ms [2022-04-11 11:48:23 main:574] : INFO : Epoch 1818 | loss: 0.031168 | val_loss: 0.0311737 | Time: 5329.12 ms [2022-04-11 11:48:29 main:574] : INFO : Epoch 1819 | loss: 0.031167 | val_loss: 0.0311706 | Time: 5341.61 ms [2022-04-11 11:48:34 main:574] : INFO : Epoch 1820 | loss: 0.0311677 | val_loss: 0.0311693 | Time: 5325.31 ms [2022-04-11 11:48:39 main:574] : INFO : Epoch 1821 | loss: 0.031167 | val_loss: 0.0311684 | Time: 5326.77 ms [2022-04-11 11:48:45 main:574] : INFO : Epoch 1822 | loss: 0.0311661 | val_loss: 0.0311671 | Time: 5323.73 ms [2022-04-11 11:48:50 main:574] : INFO : Epoch 1823 | loss: 0.0311662 | val_loss: 0.0311689 | Time: 5323.6 ms [2022-04-11 11:48:55 main:574] : INFO : Epoch 1824 | loss: 0.0311679 | val_loss: 0.0311693 | Time: 5328.69 ms [2022-04-11 11:49:01 main:574] : INFO : Epoch 1825 | loss: 0.0311668 | val_loss: 0.0311687 | Time: 5329.74 ms [2022-04-11 11:49:06 main:574] : INFO : Epoch 1826 | loss: 0.0311661 | val_loss: 0.0311692 | Time: 5329.45 ms [2022-04-11 11:49:11 main:574] : INFO : Epoch 1827 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 5329.43 ms [2022-04-11 11:49:17 main:574] : INFO : Epoch 1828 | loss: 0.031166 | val_loss: 0.0311691 | Time: 5330.15 ms [2022-04-11 11:49:22 main:574] : INFO : Epoch 1829 | loss: 0.0311667 | val_loss: 0.031172 | Time: 5314.92 ms [2022-04-11 11:49:27 main:574] : INFO : Epoch 1830 | loss: 0.0311661 | val_loss: 0.031169 | Time: 5328.18 ms [2022-04-11 11:49:33 main:574] : INFO : Epoch 1831 | loss: 0.0311663 | val_loss: 0.0311696 | Time: 5320.83 ms [2022-04-11 11:49:38 main:574] : INFO : Epoch 1832 | loss: 0.0311654 | val_loss: 0.03117 | Time: 5310.37 ms [2022-04-11 11:49:43 main:574] : INFO : Epoch 1833 | loss: 0.031168 | val_loss: 0.0311682 | Time: 5320.75 ms [2022-04-11 11:49:49 main:574] : INFO : Epoch 1834 | loss: 0.031169 | val_loss: 0.0311752 | Time: 5319.1 ms [2022-04-11 11:49:54 main:574] : INFO : Epoch 1835 | loss: 0.0311669 | val_loss: 0.0311695 | Time: 5327.02 ms [2022-04-11 11:49:59 main:574] : INFO : Epoch 1836 | loss: 0.0311668 | val_loss: 0.0311706 | Time: 5312.55 ms [2022-04-11 11:50:05 main:574] : INFO : Epoch 1837 | loss: 0.0311646 | val_loss: 0.0311676 | Time: 5316.36 ms [2022-04-11 11:50:10 main:574] : INFO : Epoch 1838 | loss: 0.0311645 | val_loss: 0.0311717 | Time: 5313.8 ms [2022-04-11 11:50:15 main:574] : INFO : Epoch 1839 | loss: 0.031165 | val_loss: 0.0311743 | Time: 5322.94 ms [2022-04-11 11:50:21 main:574] : INFO : Epoch 1840 | loss: 0.0311649 | val_loss: 0.0311696 | Time: 5324.75 ms [2022-04-11 11:50:26 main:574] : INFO : Epoch 1841 | loss: 0.0311637 | val_loss: 0.0311712 | Time: 5314.45 ms [2022-04-11 11:50:31 main:574] : INFO : Epoch 1842 | loss: 0.0311651 | val_loss: 0.0311712 | Time: 5316.6 ms [2022-04-11 11:50:37 main:574] : INFO : Epoch 1843 | loss: 0.0311643 | val_loss: 0.0311727 | Time: 5310.58 ms [2022-04-11 11:50:42 main:574] : INFO : Epoch 1844 | loss: 0.0311645 | val_loss: 0.0311708 | Time: 5321 ms [2022-04-11 11:50:47 main:574] : INFO : Epoch 1845 | loss: 0.0311631 | val_loss: 0.0311732 | Time: 5318.99 ms [2022-04-11 11:50:53 main:574] : INFO : Epoch 1846 | loss: 0.0311636 | val_loss: 0.0311708 | Time: 5320.98 ms [2022-04-11 11:50:58 main:574] : INFO : Epoch 1847 | loss: 0.0311648 | val_loss: 0.0311706 | Time: 5326.03 ms [2022-04-11 11:51:03 main:574] : INFO : Epoch 1848 | loss: 0.0311643 | val_loss: 0.0311703 | Time: 5317.87 ms [2022-04-11 11:51:08 main:574] : INFO : Epoch 1849 | loss: 0.0311646 | val_loss: 0.0311718 | Time: 5315.45 ms [2022-04-11 11:51:14 main:574] : INFO : Epoch 1850 | loss: 0.0311642 | val_loss: 0.0311732 | Time: 5317.68 ms [2022-04-11 11:51:19 main:574] : INFO : Epoch 1851 | loss: 0.0311644 | val_loss: 0.0311697 | Time: 5317.44 ms [2022-04-11 11:51:24 main:574] : INFO : Epoch 1852 | loss: 0.031163 | val_loss: 0.0311702 | Time: 5319.98 ms [2022-04-11 11:51:30 main:574] : INFO : Epoch 1853 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 5320.69 ms [2022-04-11 11:51:35 main:574] : INFO : Epoch 1854 | loss: 0.0311642 | val_loss: 0.0311687 | Time: 5324.18 ms [2022-04-11 11:51:40 main:574] : INFO : Epoch 1855 | loss: 0.0311644 | val_loss: 0.0311683 | Time: 5321.85 ms [2022-04-11 11:51:46 main:574] : INFO : Epoch 1856 | loss: 0.0311669 | val_loss: 0.0311754 | Time: 5318.46 ms [2022-04-11 11:51:51 main:574] : INFO : Epoch 1857 | loss: 0.0311668 | val_loss: 0.0311688 | Time: 5313.23 ms [2022-04-11 11:51:56 main:574] : INFO : Epoch 1858 | loss: 0.0311635 | val_loss: 0.0311705 | Time: 5325.43 ms [2022-04-11 11:52:02 main:574] : INFO : Epoch 1859 | loss: 0.0311639 | val_loss: 0.0311691 | Time: 5321.48 ms [2022-04-11 11:52:07 main:574] : INFO : Epoch 1860 | loss: 0.0311626 | val_loss: 0.0311765 | Time: 5320.06 ms [2022-04-11 11:52:12 main:574] : INFO : Epoch 1861 | loss: 0.031166 | val_loss: 0.0311684 | Time: 5326.96 ms [2022-04-11 11:52:18 main:574] : INFO : Epoch 1862 | loss: 0.031165 | val_loss: 0.0311728 | Time: 5323.88 ms [2022-04-11 11:52:23 main:574] : INFO : Epoch 1863 | loss: 0.0311658 | val_loss: 0.0311725 | Time: 5324.14 ms [2022-04-11 11:52:28 main:574] : INFO : Epoch 1864 | loss: 0.0311646 | val_loss: 0.0311727 | Time: 5318.53 ms [2022-04-11 11:52:34 main:574] : INFO : Epoch 1865 | loss: 0.0311653 | val_loss: 0.0311767 | Time: 5318.76 ms [2022-04-11 11:52:39 main:574] : INFO : Epoch 1866 | loss: 0.0311667 | val_loss: 0.0311783 | Time: 5326.09 ms [2022-04-11 11:52:44 main:574] : INFO : Epoch 1867 | loss: 0.0311659 | val_loss: 0.0311762 | Time: 5322.96 ms [2022-04-11 11:52:50 main:574] : INFO : Epoch 1868 | loss: 0.0311637 | val_loss: 0.0311729 | Time: 5327.16 ms [2022-04-11 11:52:55 main:574] : INFO : Epoch 1869 | loss: 0.0311636 | val_loss: 0.0311764 | Time: 5322.39 ms [2022-04-11 11:53:00 main:574] : INFO : Epoch 1870 | loss: 0.0311646 | val_loss: 0.031173 | Time: 5318.56 ms [2022-04-11 11:53:06 main:574] : INFO : Epoch 1871 | loss: 0.0311652 | val_loss: 0.0311734 | Time: 5328.55 ms [2022-04-11 11:53:11 main:574] : INFO : Epoch 1872 | loss: 0.0311699 | val_loss: 0.0311734 | Time: 5319.08 ms [2022-04-11 11:53:16 main:574] : INFO : Epoch 1873 | loss: 0.0311661 | val_loss: 0.031174 | Time: 5320.49 ms [2022-04-11 11:53:22 main:574] : INFO : Epoch 1874 | loss: 0.0311671 | val_loss: 0.0311741 | Time: 5324.2 ms [2022-04-11 11:53:27 main:574] : INFO : Epoch 1875 | loss: 0.0311677 | val_loss: 0.0311748 | Time: 5331.28 ms [2022-04-11 11:53:32 main:574] : INFO : Epoch 1876 | loss: 0.031166 | val_loss: 0.0311724 | Time: 5324.55 ms [2022-04-11 11:53:38 main:574] : INFO : Epoch 1877 | loss: 0.031166 | val_loss: 0.0311723 | Time: 5321.37 ms [2022-04-11 11:53:43 main:574] : INFO : Epoch 1878 | loss: 0.0311657 | val_loss: 0.0311737 | Time: 5323.45 ms [2022-04-11 11:53:48 main:574] : INFO : Epoch 1879 | loss: 0.0311675 | val_loss: 0.0311752 | Time: 5318.52 ms [2022-04-11 11:53:54 main:574] : INFO : Epoch 1880 | loss: 0.0311676 | val_loss: 0.0311707 | Time: 5326.18 ms [2022-04-11 11:53:59 main:574] : INFO : Epoch 1881 | loss: 0.0311665 | val_loss: 0.0311757 | Time: 5320.44 ms [2022-04-11 11:54:04 main:574] : INFO : Epoch 1882 | loss: 0.0311725 | val_loss: 0.0311828 | Time: 5323.5 ms [2022-04-11 11:54:10 main:574] : INFO : Epoch 1883 | loss: 0.0311948 | val_loss: 0.031208 | Time: 5320.79 ms [2022-04-11 11:54:15 main:574] : INFO : Epoch 1884 | loss: 0.0311829 | val_loss: 0.0311768 | Time: 5326.63 ms [2022-04-11 11:54:20 main:574] : INFO : Epoch 1885 | loss: 0.0311708 | val_loss: 0.0311685 | Time: 5321.36 ms [2022-04-11 11:54:26 main:574] : INFO : Epoch 1886 | loss: 0.0311662 | val_loss: 0.0311757 | Time: 5321.08 ms [2022-04-11 11:54:31 main:574] : INFO : Epoch 1887 | loss: 0.0311663 | val_loss: 0.0311717 | Time: 5327.88 ms [2022-04-11 11:54:36 main:574] : INFO : Epoch 1888 | loss: 0.0311648 | val_loss: 0.03117 | Time: 5318.57 ms [2022-04-11 11:54:42 main:574] : INFO : Epoch 1889 | loss: 0.031165 | val_loss: 0.0311717 | Time: 5329.17 ms [2022-04-11 11:54:47 main:574] : INFO : Epoch 1890 | loss: 0.0311652 | val_loss: 0.0311703 | Time: 5329.33 ms [2022-04-11 11:54:52 main:574] : INFO : Epoch 1891 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 5325.62 ms [2022-04-11 11:54:58 main:574] : INFO : Epoch 1892 | loss: 0.0311671 | val_loss: 0.0311682 | Time: 5323.29 ms [2022-04-11 11:55:03 main:574] : INFO : Epoch 1893 | loss: 0.0311669 | val_loss: 0.0311706 | Time: 5323.79 ms [2022-04-11 11:55:08 main:574] : INFO : Epoch 1894 | loss: 0.0311662 | val_loss: 0.0311683 | Time: 5322.11 ms [2022-04-11 11:55:14 main:574] : INFO : Epoch 1895 | loss: 0.0311679 | val_loss: 0.0311688 | Time: 5322.16 ms [2022-04-11 11:55:19 main:574] : INFO : Epoch 1896 | loss: 0.031169 | val_loss: 0.0311691 | Time: 5333.1 ms [2022-04-11 11:55:24 main:574] : INFO : Epoch 1897 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 5321.26 ms [2022-04-11 11:55:30 main:574] : INFO : Epoch 1898 | loss: 0.031167 | val_loss: 0.031169 | Time: 5324.27 ms [2022-04-11 11:55:35 main:574] : INFO : Epoch 1899 | loss: 0.0311664 | val_loss: 0.0311693 | Time: 5319.89 ms [2022-04-11 11:55:40 main:574] : INFO : Epoch 1900 | loss: 0.0311662 | val_loss: 0.0311716 | Time: 5320.81 ms [2022-04-11 11:55:46 main:574] : INFO : Epoch 1901 | loss: 0.0311651 | val_loss: 0.0311678 | Time: 5325.04 ms [2022-04-11 11:55:51 main:574] : INFO : Epoch 1902 | loss: 0.0311675 | val_loss: 0.0311817 | Time: 5320.37 ms [2022-04-11 11:55:56 main:574] : INFO : Epoch 1903 | loss: 0.0311694 | val_loss: 0.0311692 | Time: 5334.62 ms [2022-04-11 11:56:02 main:574] : INFO : Epoch 1904 | loss: 0.0311704 | val_loss: 0.0311701 | Time: 5323.64 ms [2022-04-11 11:56:07 main:574] : INFO : Epoch 1905 | loss: 0.0311694 | val_loss: 0.0311729 | Time: 5323.78 ms [2022-04-11 11:56:12 main:574] : INFO : Epoch 1906 | loss: 0.0311683 | val_loss: 0.03117 | Time: 5316.37 ms [2022-04-11 11:56:18 main:574] : INFO : Epoch 1907 | loss: 0.0311673 | val_loss: 0.0311674 | Time: 5327.75 ms [2022-04-11 11:56:23 main:574] : INFO : Epoch 1908 | loss: 0.031166 | val_loss: 0.0311703 | Time: 5324.86 ms [2022-04-11 11:56:28 main:574] : INFO : Epoch 1909 | loss: 0.0311675 | val_loss: 0.0311698 | Time: 5322.81 ms [2022-04-11 11:56:34 main:574] : INFO : Epoch 1910 | loss: 0.0311666 | val_loss: 0.0311681 | Time: 5325.06 ms [2022-04-11 11:56:39 main:574] : INFO : Epoch 1911 | loss: 0.0311675 | val_loss: 0.0311677 | Time: 5319.57 ms [2022-04-11 11:56:44 main:574] : INFO : Epoch 1912 | loss: 0.0311652 | val_loss: 0.0311676 | Time: 5324.8 ms [2022-04-11 11:56:49 main:574] : INFO : Epoch 1913 | loss: 0.0311659 | val_loss: 0.0311714 | Time: 5322.34 ms [2022-04-11 11:56:55 main:574] : INFO : Epoch 1914 | loss: 0.0311654 | val_loss: 0.0311679 | Time: 5324.85 ms [2022-04-11 11:57:00 main:574] : INFO : Epoch 1915 | loss: 0.0311645 | val_loss: 0.0311693 | Time: 5319.97 ms [2022-04-11 11:57:05 main:574] : INFO : Epoch 1916 | loss: 0.0311648 | val_loss: 0.0311699 | Time: 5322.45 ms [2022-04-11 11:57:11 main:574] : INFO : Epoch 1917 | loss: 0.0311647 | val_loss: 0.0311674 | Time: 5331.55 ms [2022-04-11 11:57:16 main:574] : INFO : Epoch 1918 | loss: 0.0311658 | val_loss: 0.0311665 | Time: 5329.1 ms [2022-04-11 11:57:21 main:574] : INFO : Epoch 1919 | loss: 0.0311643 | val_loss: 0.0311676 | Time: 5325.61 ms [2022-04-11 11:57:27 main:574] : INFO : Epoch 1920 | loss: 0.0311642 | val_loss: 0.0311668 | Time: 5324.48 ms [2022-04-11 11:57:32 main:574] : INFO : Epoch 1921 | loss: 0.031164 | val_loss: 0.0311676 | Time: 5321.37 ms [2022-04-11 11:57:37 main:574] : INFO : Epoch 1922 | loss: 0.031163 | val_loss: 0.0311659 | Time: 5324.91 ms [2022-04-11 11:57:43 main:574] : INFO : Epoch 1923 | loss: 0.0311635 | val_loss: 0.0311675 | Time: 5322.36 ms [2022-04-11 11:57:48 main:574] : INFO : Epoch 1924 | loss: 0.0311657 | val_loss: 0.031172 | Time: 5317.6 ms [2022-04-11 11:57:53 main:574] : INFO : Epoch 1925 | loss: 0.0311718 | val_loss: 0.0311807 | Time: 5321.95 ms [2022-04-11 11:57:59 main:574] : INFO : Epoch 1926 | loss: 0.0311735 | val_loss: 0.0311688 | Time: 5321.97 ms [2022-04-11 11:58:04 main:574] : INFO : Epoch 1927 | loss: 0.0311708 | val_loss: 0.0311677 | Time: 5323.56 ms [2022-04-11 11:58:09 main:574] : INFO : Epoch 1928 | loss: 0.0311666 | val_loss: 0.0311673 | Time: 5322.93 ms [2022-04-11 11:58:15 main:574] : INFO : Epoch 1929 | loss: 0.0311663 | val_loss: 0.0311692 | Time: 5326.97 ms [2022-04-11 11:58:20 main:574] : INFO : Epoch 1930 | loss: 0.0311655 | val_loss: 0.0311701 | Time: 5321.27 ms [2022-04-11 11:58:25 main:574] : INFO : Epoch 1931 | loss: 0.0311667 | val_loss: 0.0311711 | Time: 5329.07 ms [2022-04-11 11:58:31 main:574] : INFO : Epoch 1932 | loss: 0.031166 | val_loss: 0.0311687 | Time: 5325.1 ms [2022-04-11 11:58:36 main:574] : INFO : Epoch 1933 | loss: 0.0311651 | val_loss: 0.0311707 | Time: 5324.92 ms [2022-04-11 11:58:41 main:574] : INFO : Epoch 1934 | loss: 0.0311675 | val_loss: 0.0311719 | Time: 5324.45 ms [2022-04-11 11:58:47 main:574] : INFO : Epoch 1935 | loss: 0.0311669 | val_loss: 0.0311684 | Time: 5326.82 ms [2022-04-11 11:58:52 main:574] : INFO : Epoch 1936 | loss: 0.0311646 | val_loss: 0.0311681 | Time: 5328.14 ms [2022-04-11 11:58:57 main:574] : INFO : Epoch 1937 | loss: 0.0311642 | val_loss: 0.0311689 | Time: 5328.13 ms [2022-04-11 11:59:03 main:574] : INFO : Epoch 1938 | loss: 0.0311644 | val_loss: 0.0311668 | Time: 5329.23 ms [2022-04-11 11:59:08 main:574] : INFO : Epoch 1939 | loss: 0.0311645 | val_loss: 0.031178 | Time: 5326.13 ms [2022-04-11 11:59:13 main:574] : INFO : Epoch 1940 | loss: 0.0311733 | val_loss: 0.0311754 | Time: 5325.93 ms [2022-04-11 11:59:19 main:574] : INFO : Epoch 1941 | loss: 0.0311725 | val_loss: 0.0311725 | Time: 5321.54 ms [2022-04-11 11:59:24 main:574] : INFO : Epoch 1942 | loss: 0.0311715 | val_loss: 0.0311763 | Time: 5324.69 ms [2022-04-11 11:59:29 main:574] : INFO : Epoch 1943 | loss: 0.0311712 | val_loss: 0.0311728 | Time: 5333.12 ms [2022-04-11 11:59:35 main:574] : INFO : Epoch 1944 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 5326.42 ms [2022-04-11 11:59:40 main:574] : INFO : Epoch 1945 | loss: 0.0311699 | val_loss: 0.0311718 | Time: 5332.29 ms [2022-04-11 11:59:45 main:574] : INFO : Epoch 1946 | loss: 0.0311698 | val_loss: 0.0311725 | Time: 5320.5 ms [2022-04-11 11:59:51 main:574] : INFO : Epoch 1947 | loss: 0.0311686 | val_loss: 0.0311717 | Time: 5325.61 ms [2022-04-11 11:59:56 main:574] : INFO : Epoch 1948 | loss: 0.0311682 | val_loss: 0.0311687 | Time: 5322.44 ms [2022-04-11 12:00:01 main:574] : INFO : Epoch 1949 | loss: 0.0311676 | val_loss: 0.0311687 | Time: 5323.17 ms [2022-04-11 12:00:07 main:574] : INFO : Epoch 1950 | loss: 0.0311673 | val_loss: 0.0311701 | Time: 5322.65 ms [2022-04-11 12:00:12 main:574] : INFO : Epoch 1951 | loss: 0.0311667 | val_loss: 0.0311705 | Time: 5321.9 ms [2022-04-11 12:00:17 main:574] : INFO : Epoch 1952 | loss: 0.0311655 | val_loss: 0.0311701 | Time: 5326.92 ms [2022-04-11 12:00:23 main:574] : INFO : Epoch 1953 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 5353.81 ms [2022-04-11 12:00:28 main:574] : INFO : Epoch 1954 | loss: 0.0311679 | val_loss: 0.0311701 | Time: 5322.28 ms [2022-04-11 12:00:43 main:574] : INFO : Epoch 1955 | loss: 0.0311658 | val_loss: 0.0311721 | Time: 15430.8 ms [2022-04-11 12:00:49 main:574] : INFO : Epoch 1956 | loss: 0.0311652 | val_loss: 0.0311707 | Time: 5312.39 ms [2022-04-11 12:00:54 main:574] : INFO : Epoch 1957 | loss: 0.0311664 | val_loss: 0.0311725 | Time: 5317.23 ms [2022-04-11 12:00:59 main:574] : INFO : Epoch 1958 | loss: 0.0311651 | val_loss: 0.0311691 | Time: 5328.82 ms [2022-04-11 12:01:05 main:574] : INFO : Epoch 1959 | loss: 0.0311647 | val_loss: 0.0311699 | Time: 5329.92 ms [2022-04-11 12:01:10 main:574] : INFO : Epoch 1960 | loss: 0.0311644 | val_loss: 0.0311696 | Time: 5327.2 ms [2022-04-11 12:01:15 main:574] : INFO : Epoch 1961 | loss: 0.0311643 | val_loss: 0.0311695 | Time: 5324.54 ms [2022-04-11 12:01:21 main:574] : INFO : Epoch 1962 | loss: 0.0311635 | val_loss: 0.0311707 | Time: 5320.25 ms [2022-04-11 12:01:26 main:574] : INFO : Epoch 1963 | loss: 0.031164 | val_loss: 0.0311675 | Time: 5321.51 ms [2022-04-11 12:01:31 main:574] : INFO : Epoch 1964 | loss: 0.0311622 | val_loss: 0.031168 | Time: 5329.21 ms [2022-04-11 12:01:37 main:574] : INFO : Epoch 1965 | loss: 0.0311628 | val_loss: 0.0311688 | Time: 5323.49 ms [2022-04-11 12:01:42 main:574] : INFO : Epoch 1966 | loss: 0.0311636 | val_loss: 0.0311674 | Time: 5328.36 ms [2022-04-11 12:01:47 main:574] : INFO : Epoch 1967 | loss: 0.0311643 | val_loss: 0.0311694 | Time: 5322.72 ms [2022-04-11 12:01:53 main:574] : INFO : Epoch 1968 | loss: 0.0311632 | val_loss: 0.0311677 | Time: 5323.98 ms [2022-04-11 12:01:58 main:574] : INFO : Epoch 1969 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 5324.41 ms [2022-04-11 12:02:03 main:574] : INFO : Epoch 1970 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 5320.47 ms [2022-04-11 12:02:09 main:574] : INFO : Epoch 1971 | loss: 0.0311646 | val_loss: 0.0311708 | Time: 5321.59 ms [2022-04-11 12:02:14 main:574] : INFO : Epoch 1972 | loss: 0.0311649 | val_loss: 0.0311688 | Time: 5316.05 ms [2022-04-11 12:02:19 main:574] : INFO : Epoch 1973 | loss: 0.0311635 | val_loss: 0.0311722 | Time: 5327.23 ms [2022-04-11 12:02:25 main:574] : INFO : Epoch 1974 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 5344.92 ms [2022-04-11 12:02:30 main:574] : INFO : Epoch 1975 | loss: 0.0311639 | val_loss: 0.0311681 | Time: 5320.19 ms [2022-04-11 12:02:35 main:574] : INFO : Epoch 1976 | loss: 0.0311634 | val_loss: 0.0311693 | Time: 5318.69 ms [2022-04-11 12:02:41 main:574] : INFO : Epoch 1977 | loss: 0.031163 | val_loss: 0.0311691 | Time: 5311.63 ms [2022-04-11 12:02:46 main:574] : INFO : Epoch 1978 | loss: 0.0311627 | val_loss: 0.0311678 | Time: 5318.84 ms [2022-04-11 12:02:51 main:574] : INFO : Epoch 1979 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 5320.94 ms [2022-04-11 12:02:57 main:574] : INFO : Epoch 1980 | loss: 0.0311624 | val_loss: 0.0311679 | Time: 5332.53 ms [2022-04-11 12:03:02 main:574] : INFO : Epoch 1981 | loss: 0.0311616 | val_loss: 0.0311687 | Time: 5325.54 ms [2022-04-11 12:03:07 main:574] : INFO : Epoch 1982 | loss: 0.0311611 | val_loss: 0.031166 | Time: 5322.3 ms [2022-04-11 12:03:13 main:574] : INFO : Epoch 1983 | loss: 0.0311634 | val_loss: 0.0311687 | Time: 5322.74 ms [2022-04-11 12:03:18 main:574] : INFO : Epoch 1984 | loss: 0.0311628 | val_loss: 0.0311685 | Time: 5304.12 ms [2022-04-11 12:03:23 main:574] : INFO : Epoch 1985 | loss: 0.0311623 | val_loss: 0.0311686 | Time: 5298.15 ms [2022-04-11 12:03:29 main:574] : INFO : Epoch 1986 | loss: 0.0311663 | val_loss: 0.031166 | Time: 5291.72 ms [2022-04-11 12:03:44 main:574] : INFO : Epoch 1987 | loss: 0.0311637 | val_loss: 0.031168 | Time: 15441.6 ms [2022-04-11 12:03:49 main:574] : INFO : Epoch 1988 | loss: 0.0311646 | val_loss: 0.0311652 | Time: 5312.9 ms [2022-04-11 12:03:55 main:574] : INFO : Epoch 1989 | loss: 0.031163 | val_loss: 0.0311625 | Time: 5311.43 ms [2022-04-11 12:04:00 main:574] : INFO : Epoch 1990 | loss: 0.0311628 | val_loss: 0.0311682 | Time: 5315.62 ms [2022-04-11 12:04:05 main:574] : INFO : Epoch 1991 | loss: 0.0311619 | val_loss: 0.0311624 | Time: 5315.57 ms [2022-04-11 12:04:11 main:574] : INFO : Epoch 1992 | loss: 0.0311607 | val_loss: 0.0311617 | Time: 5322.65 ms [2022-04-11 12:04:16 main:574] : INFO : Epoch 1993 | loss: 0.0311609 | val_loss: 0.0311617 | Time: 5323.03 ms [2022-04-11 12:04:21 main:574] : INFO : Epoch 1994 | loss: 0.0311623 | val_loss: 0.0311646 | Time: 5335.19 ms [2022-04-11 12:04:27 main:574] : INFO : Epoch 1995 | loss: 0.0311642 | val_loss: 0.0311618 | Time: 5320.9 ms [2022-04-11 12:04:32 main:574] : INFO : Epoch 1996 | loss: 0.0311633 | val_loss: 0.0311631 | Time: 5319.22 ms [2022-04-11 12:04:37 main:574] : INFO : Epoch 1997 | loss: 0.0311655 | val_loss: 0.0311643 | Time: 5320.41 ms [2022-04-11 12:04:43 main:574] : INFO : Epoch 1998 | loss: 0.0311647 | val_loss: 0.0311658 | Time: 5324.02 ms [2022-04-11 12:04:48 main:574] : INFO : Epoch 1999 | loss: 0.0311631 | val_loss: 0.0311644 | Time: 5320.71 ms [2022-04-11 12:04:53 main:574] : INFO : Epoch 2000 | loss: 0.0311642 | val_loss: 0.0311656 | Time: 5320.13 ms [2022-04-11 12:04:59 main:574] : INFO : Epoch 2001 | loss: 0.0311628 | val_loss: 0.0311623 | Time: 5325.68 ms [2022-04-11 12:05:04 main:574] : INFO : Epoch 2002 | loss: 0.0311633 | val_loss: 0.0311602 | Time: 5321.58 ms [2022-04-11 12:05:09 main:574] : INFO : Epoch 2003 | loss: 0.0311619 | val_loss: 0.0311593 | Time: 5323.94 ms [2022-04-11 12:05:15 main:574] : INFO : Epoch 2004 | loss: 0.031163 | val_loss: 0.0311635 | Time: 5319.15 ms [2022-04-11 12:05:20 main:574] : INFO : Epoch 2005 | loss: 0.0311613 | val_loss: 0.0311621 | Time: 5322.23 ms [2022-04-11 12:05:25 main:574] : INFO : Epoch 2006 | loss: 0.0311603 | val_loss: 0.0311609 | Time: 5318.93 ms [2022-04-11 12:05:31 main:574] : INFO : Epoch 2007 | loss: 0.0311604 | val_loss: 0.0311614 | Time: 5317.37 ms [2022-04-11 12:05:36 main:574] : INFO : Epoch 2008 | loss: 0.0311622 | val_loss: 0.0311631 | Time: 5326.16 ms [2022-04-11 12:05:41 main:574] : INFO : Epoch 2009 | loss: 0.031163 | val_loss: 0.0311647 | Time: 5323.42 ms [2022-04-11 12:05:47 main:574] : INFO : Epoch 2010 | loss: 0.031164 | val_loss: 0.0311672 | Time: 5322.94 ms [2022-04-11 12:05:52 main:574] : INFO : Epoch 2011 | loss: 0.0311634 | val_loss: 0.0311655 | Time: 5318.35 ms [2022-04-11 12:05:57 main:574] : INFO : Epoch 2012 | loss: 0.031163 | val_loss: 0.0311707 | Time: 5318.29 ms [2022-04-11 12:06:02 main:574] : INFO : Epoch 2013 | loss: 0.0311637 | val_loss: 0.0311656 | Time: 5316.18 ms [2022-04-11 12:06:08 main:574] : INFO : Epoch 2014 | loss: 0.0311625 | val_loss: 0.0311667 | Time: 5320.66 ms [2022-04-11 12:06:13 main:574] : INFO : Epoch 2015 | loss: 0.0311649 | val_loss: 0.0311627 | Time: 5328.07 ms [2022-04-11 12:06:18 main:574] : INFO : Epoch 2016 | loss: 0.0311635 | val_loss: 0.0311622 | Time: 5331.28 ms [2022-04-11 12:06:24 main:574] : INFO : Epoch 2017 | loss: 0.031162 | val_loss: 0.0311615 | Time: 5320.97 ms [2022-04-11 12:06:29 main:574] : INFO : Epoch 2018 | loss: 0.0311641 | val_loss: 0.0311646 | Time: 5318.34 ms [2022-04-11 12:06:34 main:574] : INFO : Epoch 2019 | loss: 0.0311641 | val_loss: 0.0311646 | Time: 5322.02 ms [2022-04-11 12:06:40 main:574] : INFO : Epoch 2020 | loss: 0.0311622 | val_loss: 0.0311625 | Time: 5325.72 ms [2022-04-11 12:06:45 main:574] : INFO : Epoch 2021 | loss: 0.0311639 | val_loss: 0.0311667 | Time: 5324.87 ms [2022-04-11 12:06:50 main:574] : INFO : Epoch 2022 | loss: 0.0311628 | val_loss: 0.0311655 | Time: 5324.14 ms [2022-04-11 12:06:56 main:574] : INFO : Epoch 2023 | loss: 0.031163 | val_loss: 0.0311665 | Time: 5323.66 ms [2022-04-11 12:07:01 main:574] : INFO : Epoch 2024 | loss: 0.031165 | val_loss: 0.0311655 | Time: 5303.71 ms [2022-04-11 12:07:06 main:574] : INFO : Epoch 2025 | loss: 0.0311659 | val_loss: 0.0311671 | Time: 5317.36 ms [2022-04-11 12:07:12 main:574] : INFO : Epoch 2026 | loss: 0.0311641 | val_loss: 0.0311692 | Time: 5323.59 ms [2022-04-11 12:07:17 main:574] : INFO : Epoch 2027 | loss: 0.0311635 | val_loss: 0.0311646 | Time: 5319.53 ms [2022-04-11 12:07:22 main:574] : INFO : Epoch 2028 | loss: 0.0311612 | val_loss: 0.0311655 | Time: 5322.39 ms [2022-04-11 12:07:28 main:574] : INFO : Epoch 2029 | loss: 0.0311602 | val_loss: 0.0311652 | Time: 5325.66 ms [2022-04-11 12:07:33 main:574] : INFO : Epoch 2030 | loss: 0.0311623 | val_loss: 0.0311646 | Time: 5319.87 ms [2022-04-11 12:07:38 main:574] : INFO : Epoch 2031 | loss: 0.0311637 | val_loss: 0.0311644 | Time: 5317.88 ms [2022-04-11 12:07:44 main:574] : INFO : Epoch 2032 | loss: 0.0311603 | val_loss: 0.0311636 | Time: 5318.88 ms [2022-04-11 12:07:49 main:574] : INFO : Epoch 2033 | loss: 0.0311597 | val_loss: 0.031165 | Time: 5322.17 ms [2022-04-11 12:07:54 main:574] : INFO : Epoch 2034 | loss: 0.031159 | val_loss: 0.031165 | Time: 5330.79 ms [2022-04-11 12:08:00 main:574] : INFO : Epoch 2035 | loss: 0.0311599 | val_loss: 0.0311644 | Time: 5330.12 ms [2022-04-11 12:08:05 main:574] : INFO : Epoch 2036 | loss: 0.0311622 | val_loss: 0.0311667 | Time: 5326.75 ms [2022-04-11 12:08:10 main:574] : INFO : Epoch 2037 | loss: 0.0311605 | val_loss: 0.0311655 | Time: 5324.06 ms [2022-04-11 12:08:16 main:574] : INFO : Epoch 2038 | loss: 0.0311642 | val_loss: 0.031166 | Time: 5325.1 ms [2022-04-11 12:08:21 main:574] : INFO : Epoch 2039 | loss: 0.0311625 | val_loss: 0.0311666 | Time: 5319.27 ms [2022-04-11 12:08:26 main:574] : INFO : Epoch 2040 | loss: 0.0311657 | val_loss: 0.0311798 | Time: 5326.97 ms [2022-04-11 12:08:32 main:574] : INFO : Epoch 2041 | loss: 0.0311693 | val_loss: 0.0311714 | Time: 5328.58 ms [2022-04-11 12:08:37 main:574] : INFO : Epoch 2042 | loss: 0.0311667 | val_loss: 0.0311778 | Time: 5329.58 ms [2022-04-11 12:08:42 main:574] : INFO : Epoch 2043 | loss: 0.0311668 | val_loss: 0.0311716 | Time: 5333.71 ms [2022-04-11 12:08:48 main:574] : INFO : Epoch 2044 | loss: 0.0311631 | val_loss: 0.0311663 | Time: 5329.05 ms [2022-04-11 12:08:53 main:574] : INFO : Epoch 2045 | loss: 0.0311618 | val_loss: 0.0311677 | Time: 5327.89 ms [2022-04-11 12:08:58 main:574] : INFO : Epoch 2046 | loss: 0.0311625 | val_loss: 0.031167 | Time: 5322.6 ms [2022-04-11 12:09:04 main:574] : INFO : Epoch 2047 | loss: 0.0311672 | val_loss: 0.0311691 | Time: 5323.28 ms [2022-04-11 12:09:09 main:574] : INFO : Epoch 2048 | loss: 0.0311661 | val_loss: 0.0311649 | Time: 5331.21 ms [2022-04-11 12:09:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311649 [2022-04-11 12:09:09 main:603] : INFO : Saving end state to config to file [2022-04-11 12:09:09 main:608] : INFO : Success, exiting.. 12:09:09 (15812): 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)