Task 13051696
| Name | ParityModified-1647043728-7487-1-0_0 |
| Workunit | 10178822 |
| Created | 13 Mar 2022, 15:20:36 UTC |
| Sent | 21 Mar 2022, 6:48:41 UTC |
| Report deadline | 29 Mar 2022, 6:48:41 UTC |
| Received | 22 Mar 2022, 14:14:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 5 min 31 sec |
| CPU time | 3 hours 2 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.03117 | val_loss: 0.0311804 | Time: 5388.09 ms [2022-03-22 06:28:01 main:574] : INFO : Epoch 1543 | loss: 0.0311674 | val_loss: 0.0311785 | Time: 5312.87 ms [2022-03-22 06:28:06 main:574] : INFO : Epoch 1544 | loss: 0.0311661 | val_loss: 0.0311796 | Time: 5376.01 ms [2022-03-22 06:28:11 main:574] : INFO : Epoch 1545 | loss: 0.0311654 | val_loss: 0.0311806 | Time: 5299.65 ms [2022-03-22 06:28:17 main:574] : INFO : Epoch 1546 | loss: 0.0311673 | val_loss: 0.0311849 | Time: 5320.55 ms [2022-03-22 06:28:22 main:574] : INFO : Epoch 1547 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 5327.49 ms [2022-03-22 06:28:27 main:574] : INFO : Epoch 1548 | loss: 0.031168 | val_loss: 0.0311803 | Time: 5329.12 ms [2022-03-22 06:28:33 main:574] : INFO : Epoch 1549 | loss: 0.0311692 | val_loss: 0.0311829 | Time: 5322.43 ms [2022-03-22 06:28:38 main:574] : INFO : Epoch 1550 | loss: 0.0311685 | val_loss: 0.0311813 | Time: 5367.64 ms [2022-03-22 06:28:43 main:574] : INFO : Epoch 1551 | loss: 0.0311648 | val_loss: 0.0311789 | Time: 5351.45 ms [2022-03-22 06:28:49 main:574] : INFO : Epoch 1552 | loss: 0.0311649 | val_loss: 0.0311861 | Time: 5326.43 ms [2022-03-22 06:28:54 main:574] : INFO : Epoch 1553 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 5316.85 ms [2022-03-22 06:28:59 main:574] : INFO : Epoch 1554 | loss: 0.0311664 | val_loss: 0.031177 | Time: 5333.32 ms [2022-03-22 06:29:05 main:574] : INFO : Epoch 1555 | loss: 0.031167 | val_loss: 0.031179 | Time: 5345.06 ms [2022-03-22 06:29:10 main:574] : INFO : Epoch 1556 | loss: 0.0311646 | val_loss: 0.0311793 | Time: 5322.06 ms [2022-03-22 06:29:15 main:574] : INFO : Epoch 1557 | loss: 0.0311653 | val_loss: 0.031183 | Time: 5323.44 ms [2022-03-22 06:29:21 main:574] : INFO : Epoch 1558 | loss: 0.0311663 | val_loss: 0.031182 | Time: 5428.89 ms [2022-03-22 06:29:26 main:574] : INFO : Epoch 1559 | loss: 0.0311665 | val_loss: 0.0311767 | Time: 5638.15 ms [2022-03-22 06:29:32 main:574] : INFO : Epoch 1560 | loss: 0.0311659 | val_loss: 0.0311772 | Time: 5481.21 ms [2022-03-22 06:29:37 main:574] : INFO : Epoch 1561 | loss: 0.0311646 | val_loss: 0.0311783 | Time: 5589.12 ms [2022-03-22 06:29:43 main:574] : INFO : Epoch 1562 | loss: 0.0311637 | val_loss: 0.0311796 | Time: 5331.34 ms [2022-03-22 06:29:48 main:574] : INFO : Epoch 1563 | loss: 0.0311641 | val_loss: 0.0311793 | Time: 5349.69 ms [2022-03-22 06:29:54 main:574] : INFO : Epoch 1564 | loss: 0.0311659 | val_loss: 0.0311795 | Time: 5333.76 ms [2022-03-22 06:29:59 main:574] : INFO : Epoch 1565 | loss: 0.0311647 | val_loss: 0.0311789 | Time: 5336.82 ms [2022-03-22 06:30:04 main:574] : INFO : Epoch 1566 | loss: 0.0311656 | val_loss: 0.0311872 | Time: 5330.47 ms [2022-03-22 06:30:10 main:574] : INFO : Epoch 1567 | loss: 0.031167 | val_loss: 0.0311791 | Time: 5349.78 ms [2022-03-22 06:30:15 main:574] : INFO : Epoch 1568 | loss: 0.0311645 | val_loss: 0.031181 | Time: 5328.92 ms [2022-03-22 06:30:20 main:574] : INFO : Epoch 1569 | loss: 0.0311656 | val_loss: 0.0311816 | Time: 5349.71 ms [2022-03-22 06:30:26 main:574] : INFO : Epoch 1570 | loss: 0.0311635 | val_loss: 0.0311816 | Time: 5354.01 ms [2022-03-22 06:30:31 main:574] : INFO : Epoch 1571 | loss: 0.0311642 | val_loss: 0.031178 | Time: 5397.68 ms [2022-03-22 06:30:36 main:574] : INFO : Epoch 1572 | loss: 0.0311671 | val_loss: 0.0311896 | Time: 5374.94 ms [2022-03-22 06:30:42 main:574] : INFO : Epoch 1573 | loss: 0.0311658 | val_loss: 0.0311804 | Time: 5373.26 ms [2022-03-22 06:30:47 main:574] : INFO : Epoch 1574 | loss: 0.0311629 | val_loss: 0.031182 | Time: 5350.49 ms [2022-03-22 06:30:53 main:574] : INFO : Epoch 1575 | loss: 0.0311657 | val_loss: 0.0311805 | Time: 5366.94 ms [2022-03-22 06:30:58 main:574] : INFO : Epoch 1576 | loss: 0.0311704 | val_loss: 0.0311947 | Time: 5351.12 ms [2022-03-22 06:31:03 main:574] : INFO : Epoch 1577 | loss: 0.0311683 | val_loss: 0.0311816 | Time: 5372.66 ms [2022-03-22 06:31:09 main:574] : INFO : Epoch 1578 | loss: 0.0311645 | val_loss: 0.0311912 | Time: 5369.39 ms [2022-03-22 06:31:14 main:574] : INFO : Epoch 1579 | loss: 0.0311622 | val_loss: 0.0311862 | Time: 5346.99 ms [2022-03-22 06:31:19 main:574] : INFO : Epoch 1580 | loss: 0.0311655 | val_loss: 0.0311784 | Time: 5339.03 ms [2022-03-22 06:31:25 main:574] : INFO : Epoch 1581 | loss: 0.0311666 | val_loss: 0.0311812 | Time: 5290.04 ms [2022-03-22 06:31:30 main:574] : INFO : Epoch 1582 | loss: 0.0311645 | val_loss: 0.0311853 | Time: 5284.73 ms [2022-03-22 06:31:35 main:574] : INFO : Epoch 1583 | loss: 0.0311617 | val_loss: 0.0311813 | Time: 5336.78 ms [2022-03-22 06:31:41 main:574] : INFO : Epoch 1584 | loss: 0.0311633 | val_loss: 0.0311869 | Time: 5395.43 ms [2022-03-22 06:31:46 main:574] : INFO : Epoch 1585 | loss: 0.0311642 | val_loss: 0.0311837 | Time: 5366.31 ms [2022-03-22 06:31:51 main:574] : INFO : Epoch 1586 | loss: 0.0311639 | val_loss: 0.0311795 | Time: 5329.1 ms [2022-03-22 06:31:57 main:574] : INFO : Epoch 1587 | loss: 0.0311636 | val_loss: 0.0311837 | Time: 5316.74 ms [2022-03-22 06:32:02 main:574] : INFO : Epoch 1588 | loss: 0.0311705 | val_loss: 0.0311935 | Time: 5360.13 ms [2022-03-22 06:32:07 main:574] : INFO : Epoch 1589 | loss: 0.031169 | val_loss: 0.031181 | Time: 5301.25 ms [2022-03-22 06:32:13 main:574] : INFO : Epoch 1590 | loss: 0.0311633 | val_loss: 0.0311818 | Time: 5488.83 ms [2022-03-22 06:32:18 main:574] : INFO : Epoch 1591 | loss: 0.0311614 | val_loss: 0.0311809 | Time: 5296.37 ms [2022-03-22 06:32:23 main:574] : INFO : Epoch 1592 | loss: 0.0311612 | val_loss: 0.0311808 | Time: 5306.49 ms [2022-03-22 06:32:29 main:574] : INFO : Epoch 1593 | loss: 0.0311624 | val_loss: 0.0311837 | Time: 5467.84 ms [2022-03-22 06:32:34 main:574] : INFO : Epoch 1594 | loss: 0.0311624 | val_loss: 0.031177 | Time: 5541.4 ms [2022-03-22 06:32:40 main:574] : INFO : Epoch 1595 | loss: 0.0311635 | val_loss: 0.0311801 | Time: 5344.33 ms [2022-03-22 06:32:45 main:574] : INFO : Epoch 1596 | loss: 0.0311632 | val_loss: 0.0311771 | Time: 5367.56 ms [2022-03-22 06:32:51 main:574] : INFO : Epoch 1597 | loss: 0.0311608 | val_loss: 0.0311782 | Time: 5337.75 ms [2022-03-22 06:32:56 main:574] : INFO : Epoch 1598 | loss: 0.0311626 | val_loss: 0.0311802 | Time: 5787.02 ms [2022-03-22 06:33:02 main:574] : INFO : Epoch 1599 | loss: 0.0311625 | val_loss: 0.0311792 | Time: 5444.9 ms [2022-03-22 06:33:07 main:574] : INFO : Epoch 1600 | loss: 0.0311616 | val_loss: 0.0311853 | Time: 5347.25 ms [2022-03-22 06:33:13 main:574] : INFO : Epoch 1601 | loss: 0.0311603 | val_loss: 0.0311813 | Time: 5393.28 ms [2022-03-22 06:33:18 main:574] : INFO : Epoch 1602 | loss: 0.031161 | val_loss: 0.0311858 | Time: 5342.82 ms [2022-03-22 06:33:23 main:574] : INFO : Epoch 1603 | loss: 0.0311603 | val_loss: 0.0311802 | Time: 5297.13 ms [2022-03-22 06:33:29 main:574] : INFO : Epoch 1604 | loss: 0.0311601 | val_loss: 0.0311807 | Time: 5327.76 ms [2022-03-22 06:33:34 main:574] : INFO : Epoch 1605 | loss: 0.0311613 | val_loss: 0.0311774 | Time: 5367.14 ms [2022-03-22 06:33:39 main:574] : INFO : Epoch 1606 | loss: 0.0311644 | val_loss: 0.0311937 | Time: 5338.09 ms [2022-03-22 06:33:45 main:574] : INFO : Epoch 1607 | loss: 0.0311667 | val_loss: 0.0311801 | Time: 5392.93 ms [2022-03-22 06:33:50 main:574] : INFO : Epoch 1608 | loss: 0.0311662 | val_loss: 0.0311807 | Time: 5346.18 ms [2022-03-22 06:33:55 main:574] : INFO : Epoch 1609 | loss: 0.0311641 | val_loss: 0.0311787 | Time: 5364.55 ms [2022-03-22 06:34:01 main:574] : INFO : Epoch 1610 | loss: 0.0311609 | val_loss: 0.0311795 | Time: 5347.39 ms [2022-03-22 06:34:06 main:574] : INFO : Epoch 1611 | loss: 0.0311601 | val_loss: 0.0311819 | Time: 5352.16 ms [2022-03-22 06:34:11 main:574] : INFO : Epoch 1612 | loss: 0.031161 | val_loss: 0.0311801 | Time: 5359.98 ms [2022-03-22 06:34:17 main:574] : INFO : Epoch 1613 | loss: 0.0311603 | val_loss: 0.0311835 | Time: 5328.07 ms [2022-03-22 06:34:22 main:574] : INFO : Epoch 1614 | loss: 0.0311587 | val_loss: 0.0311807 | Time: 5395.55 ms [2022-03-22 06:34:28 main:574] : INFO : Epoch 1615 | loss: 0.0311581 | val_loss: 0.0311838 | Time: 5360.3 ms [2022-03-22 06:34:33 main:574] : INFO : Epoch 1616 | loss: 0.0311615 | val_loss: 0.0311986 | Time: 5314.98 ms [2022-03-22 06:34:38 main:574] : INFO : Epoch 1617 | loss: 0.0311641 | val_loss: 0.0311791 | Time: 5316.91 ms [2022-03-22 06:34:44 main:574] : INFO : Epoch 1618 | loss: 0.0311634 | val_loss: 0.0311893 | Time: 5377.13 ms [2022-03-22 06:34:49 main:574] : INFO : Epoch 1619 | loss: 0.0311667 | val_loss: 0.03119 | Time: 5378.27 ms [2022-03-22 06:34:54 main:574] : INFO : Epoch 1620 | loss: 0.0311696 | val_loss: 0.0311769 | Time: 5341.4 ms [2022-03-22 06:35:00 main:574] : INFO : Epoch 1621 | loss: 0.0311644 | val_loss: 0.0311823 | Time: 5323.75 ms [2022-03-22 06:35:05 main:574] : INFO : Epoch 1622 | loss: 0.0311645 | val_loss: 0.0311848 | Time: 5351.74 ms [2022-03-22 06:35:10 main:574] : INFO : Epoch 1623 | loss: 0.0311597 | val_loss: 0.0311855 | Time: 5369.23 ms [2022-03-22 06:35:16 main:574] : INFO : Epoch 1624 | loss: 0.0311609 | val_loss: 0.0311805 | Time: 5379.48 ms [2022-03-22 06:35:21 main:574] : INFO : Epoch 1625 | loss: 0.0311585 | val_loss: 0.0311811 | Time: 5352 ms [2022-03-22 06:35:27 main:574] : INFO : Epoch 1626 | loss: 0.031158 | val_loss: 0.0311819 | Time: 5416.16 ms [2022-03-22 06:35:32 main:574] : INFO : Epoch 1627 | loss: 0.0311588 | val_loss: 0.0311791 | Time: 5331.17 ms [2022-03-22 06:35:37 main:574] : INFO : Epoch 1628 | loss: 0.0311591 | val_loss: 0.0311853 | Time: 5363.39 ms [2022-03-22 06:35:43 main:574] : INFO : Epoch 1629 | loss: 0.0311627 | val_loss: 0.0311789 | Time: 5745.19 ms [2022-03-22 06:35:49 main:574] : INFO : Epoch 1630 | loss: 0.0311639 | val_loss: 0.0311795 | Time: 5992.88 ms [2022-03-22 06:35:54 main:574] : INFO : Epoch 1631 | loss: 0.0311657 | val_loss: 0.0311754 | Time: 5454.78 ms [2022-03-22 06:36:00 main:574] : INFO : Epoch 1632 | loss: 0.0311618 | val_loss: 0.0311788 | Time: 5348.8 ms [2022-03-22 06:36:05 main:574] : INFO : Epoch 1633 | loss: 0.0311612 | val_loss: 0.0311793 | Time: 5365.65 ms [2022-03-22 06:36:11 main:574] : INFO : Epoch 1634 | loss: 0.0311609 | val_loss: 0.0311809 | Time: 5402.76 ms [2022-03-22 06:36:16 main:574] : INFO : Epoch 1635 | loss: 0.0311624 | val_loss: 0.0311825 | Time: 5373.04 ms [2022-03-22 06:36:21 main:574] : INFO : Epoch 1636 | loss: 0.0311623 | val_loss: 0.0311832 | Time: 5328.26 ms [2022-03-22 06:36:27 main:574] : INFO : Epoch 1637 | loss: 0.0311634 | val_loss: 0.0311852 | Time: 5351.58 ms [2022-03-22 06:36:32 main:574] : INFO : Epoch 1638 | loss: 0.0311681 | val_loss: 0.0311745 | Time: 5362.3 ms [2022-03-22 06:36:37 main:574] : INFO : Epoch 1639 | loss: 0.0311635 | val_loss: 0.0311757 | Time: 5326.09 ms [2022-03-22 06:36:43 main:574] : INFO : Epoch 1640 | loss: 0.0311626 | val_loss: 0.031177 | Time: 5540.05 ms [2022-03-22 06:36:48 main:574] : INFO : Epoch 1641 | loss: 0.031161 | val_loss: 0.0311801 | Time: 5367.43 ms [2022-03-22 06:36:54 main:574] : INFO : Epoch 1642 | loss: 0.0311638 | val_loss: 0.0311831 | Time: 5388.15 ms [2022-03-22 06:36:59 main:574] : INFO : Epoch 1643 | loss: 0.0311624 | val_loss: 0.031182 | Time: 5343.51 ms [2022-03-22 06:37:04 main:574] : INFO : Epoch 1644 | loss: 0.0311623 | val_loss: 0.0311843 | Time: 5368.33 ms [2022-03-22 06:37:10 main:574] : INFO : Epoch 1645 | loss: 0.0311604 | val_loss: 0.0311902 | Time: 5398.62 ms [2022-03-22 06:37:15 main:574] : INFO : Epoch 1646 | loss: 0.0311566 | val_loss: 0.0311814 | Time: 5359.92 ms [2022-03-22 06:37:21 main:574] : INFO : Epoch 1647 | loss: 0.0311592 | val_loss: 0.0311853 | Time: 5363.56 ms [2022-03-22 06:37:26 main:574] : INFO : Epoch 1648 | loss: 0.0311567 | val_loss: 0.0311799 | Time: 5345.12 ms [2022-03-22 06:37:31 main:574] : INFO : Epoch 1649 | loss: 0.0311554 | val_loss: 0.0311808 | Time: 5330.8 ms [2022-03-22 06:37:37 main:574] : INFO : Epoch 1650 | loss: 0.0311573 | val_loss: 0.0311795 | Time: 5333.05 ms [2022-03-22 06:37:42 main:574] : INFO : Epoch 1651 | loss: 0.0311584 | val_loss: 0.031182 | Time: 5447.82 ms [2022-03-22 06:37:48 main:574] : INFO : Epoch 1652 | loss: 0.0311641 | val_loss: 0.0311825 | Time: 5582.47 ms [2022-03-22 06:37:53 main:574] : INFO : Epoch 1653 | loss: 0.0311606 | val_loss: 0.031182 | Time: 5383.58 ms [2022-03-22 06:37:58 main:574] : INFO : Epoch 1654 | loss: 0.0311606 | val_loss: 0.0311765 | Time: 5412.24 ms [2022-03-22 06:38:04 main:574] : INFO : Epoch 1655 | loss: 0.0311567 | val_loss: 0.0311843 | Time: 5404.14 ms [2022-03-22 06:38:09 main:574] : INFO : Epoch 1656 | loss: 0.0311582 | val_loss: 0.0311824 | Time: 5384.04 ms [2022-03-22 06:38:15 main:574] : INFO : Epoch 1657 | loss: 0.0311566 | val_loss: 0.0311817 | Time: 5389.64 ms [2022-03-22 06:38:20 main:574] : INFO : Epoch 1658 | loss: 0.0311594 | val_loss: 0.0311809 | Time: 5370.59 ms [2022-03-22 06:38:25 main:574] : INFO : Epoch 1659 | loss: 0.0311596 | val_loss: 0.0311768 | Time: 5335.51 ms [2022-03-22 06:38:31 main:574] : INFO : Epoch 1660 | loss: 0.0311585 | val_loss: 0.0311811 | Time: 5351.24 ms [2022-03-22 06:38:36 main:574] : INFO : Epoch 1661 | loss: 0.0311573 | val_loss: 0.0311817 | Time: 5344.27 ms [2022-03-22 06:38:41 main:574] : INFO : Epoch 1662 | loss: 0.0311587 | val_loss: 0.0311833 | Time: 5331.74 ms [2022-03-22 06:38:47 main:574] : INFO : Epoch 1663 | loss: 0.0311687 | val_loss: 0.0312275 | Time: 5345.73 ms [2022-03-22 06:38:52 main:574] : INFO : Epoch 1664 | loss: 0.0311902 | val_loss: 0.0312023 | Time: 5529.79 ms [2022-03-22 06:38:58 main:574] : INFO : Epoch 1665 | loss: 0.0311651 | val_loss: 0.0311815 | Time: 5385.22 ms [2022-03-22 06:39:03 main:574] : INFO : Epoch 1666 | loss: 0.0311594 | val_loss: 0.0311831 | Time: 5335.72 ms [2022-03-22 06:39:08 main:574] : INFO : Epoch 1667 | loss: 0.0311581 | val_loss: 0.0311799 | Time: 5326.02 ms [2022-03-22 06:39:14 main:574] : INFO : Epoch 1668 | loss: 0.0311562 | val_loss: 0.0311845 | Time: 5405.04 ms [2022-03-22 06:39:19 main:574] : INFO : Epoch 1669 | loss: 0.0311563 | val_loss: 0.0311815 | Time: 5397.14 ms [2022-03-22 06:39:25 main:574] : INFO : Epoch 1670 | loss: 0.0312066 | val_loss: 0.0314334 | Time: 5382.85 ms [2022-03-22 06:39:30 main:574] : INFO : Epoch 1671 | loss: 0.0320789 | val_loss: 0.0315787 | Time: 5333.21 ms [2022-03-22 06:39:35 main:574] : INFO : Epoch 1672 | loss: 0.0422945 | val_loss: 0.0355538 | Time: 5395.53 ms [2022-03-22 06:39:41 main:574] : INFO : Epoch 1673 | loss: 0.033047 | val_loss: 0.0316812 | Time: 5352.71 ms [2022-03-22 06:39:46 main:574] : INFO : Epoch 1674 | loss: 0.0314659 | val_loss: 0.0313281 | Time: 5571.31 ms [2022-03-22 06:39:52 main:574] : INFO : Epoch 1675 | loss: 0.0312817 | val_loss: 0.0312593 | Time: 5343.14 ms [2022-03-22 06:39:57 main:574] : INFO : Epoch 1676 | loss: 0.031256 | val_loss: 0.0312476 | Time: 5512.05 ms [2022-03-22 06:40:02 main:574] : INFO : Epoch 1677 | loss: 0.031249 | val_loss: 0.0312447 | Time: 5329.91 ms [2022-03-22 06:40:08 main:574] : INFO : Epoch 1678 | loss: 0.0312471 | val_loss: 0.0312439 | Time: 5342.28 ms [2022-03-22 06:40:13 main:574] : INFO : Epoch 1679 | loss: 0.0312463 | val_loss: 0.031243 | Time: 5307.17 ms [2022-03-22 06:40:18 main:574] : INFO : Epoch 1680 | loss: 0.0312455 | val_loss: 0.0312428 | Time: 5400.64 ms [2022-03-22 06:40:24 main:574] : INFO : Epoch 1681 | loss: 0.0312456 | val_loss: 0.0312423 | Time: 5394.82 ms [2022-03-22 06:40:29 main:574] : INFO : Epoch 1682 | loss: 0.0312451 | val_loss: 0.0312425 | Time: 5308.22 ms [2022-03-22 06:40:35 main:574] : INFO : Epoch 1683 | loss: 0.0312448 | val_loss: 0.0312424 | Time: 5305.49 ms [2022-03-22 06:40:40 main:574] : INFO : Epoch 1684 | loss: 0.0312439 | val_loss: 0.0312408 | Time: 5422.76 ms [2022-03-22 06:40:46 main:574] : INFO : Epoch 1685 | loss: 0.0312432 | val_loss: 0.0312401 | Time: 5753.22 ms [2022-03-22 06:40:51 main:574] : INFO : Epoch 1686 | loss: 0.0312429 | val_loss: 0.0312398 | Time: 5311.08 ms [2022-03-22 06:40:56 main:574] : INFO : Epoch 1687 | loss: 0.0312425 | val_loss: 0.0312394 | Time: 5351.07 ms [2022-03-22 06:41:02 main:574] : INFO : Epoch 1688 | loss: 0.0312423 | val_loss: 0.0312396 | Time: 5352.29 ms [2022-03-22 06:41:07 main:574] : INFO : Epoch 1689 | loss: 0.031242 | val_loss: 0.0312388 | Time: 5335.81 ms [2022-03-22 06:41:12 main:574] : INFO : Epoch 1690 | loss: 0.0312418 | val_loss: 0.0312387 | Time: 5304.32 ms [2022-03-22 06:41:18 main:574] : INFO : Epoch 1691 | loss: 0.0312412 | val_loss: 0.0312382 | Time: 5284.81 ms [2022-03-22 06:41:23 main:574] : INFO : Epoch 1692 | loss: 0.0312406 | val_loss: 0.0312378 | Time: 5349.78 ms [2022-03-22 06:41:28 main:574] : INFO : Epoch 1693 | loss: 0.0312404 | val_loss: 0.0312374 | Time: 5311.75 ms [2022-03-22 06:41:34 main:574] : INFO : Epoch 1694 | loss: 0.0312402 | val_loss: 0.0312373 | Time: 5837.25 ms [2022-03-22 06:41:40 main:574] : INFO : Epoch 1695 | loss: 0.0312403 | val_loss: 0.031238 | Time: 5314.21 ms [2022-03-22 06:41:45 main:574] : INFO : Epoch 1696 | loss: 0.0312396 | val_loss: 0.0312367 | Time: 5318.93 ms [2022-03-22 06:41:50 main:574] : INFO : Epoch 1697 | loss: 0.0312389 | val_loss: 0.0312369 | Time: 5306.82 ms [2022-03-22 06:41:55 main:574] : INFO : Epoch 1698 | loss: 0.0312386 | val_loss: 0.0312359 | Time: 5333.67 ms [2022-03-22 06:42:01 main:574] : INFO : Epoch 1699 | loss: 0.0312383 | val_loss: 0.0312356 | Time: 5414.69 ms [2022-03-22 06:42:06 main:574] : INFO : Epoch 1700 | loss: 0.0312378 | val_loss: 0.0312353 | Time: 5354.31 ms [2022-03-22 06:42:12 main:574] : INFO : Epoch 1701 | loss: 0.0312375 | val_loss: 0.0312347 | Time: 5306.48 ms [2022-03-22 06:42:17 main:574] : INFO : Epoch 1702 | loss: 0.0312369 | val_loss: 0.0312343 | Time: 5298.57 ms [2022-03-22 06:42:22 main:574] : INFO : Epoch 1703 | loss: 0.0312366 | val_loss: 0.0312346 | Time: 5359.43 ms [2022-03-22 06:42:28 main:574] : INFO : Epoch 1704 | loss: 0.0312367 | val_loss: 0.0312339 | Time: 5310.51 ms [2022-03-22 06:42:33 main:574] : INFO : Epoch 1705 | loss: 0.0312362 | val_loss: 0.0312335 | Time: 5308 ms [2022-03-22 06:42:38 main:574] : INFO : Epoch 1706 | loss: 0.0312355 | val_loss: 0.0312331 | Time: 5316.81 ms [2022-03-22 06:42:44 main:574] : INFO : Epoch 1707 | loss: 0.0312364 | val_loss: 0.031233 | Time: 5291.74 ms [2022-03-22 06:42:49 main:574] : INFO : Epoch 1708 | loss: 0.031236 | val_loss: 0.0312334 | Time: 5374.9 ms [2022-03-22 06:42:54 main:574] : INFO : Epoch 1709 | loss: 0.0312356 | val_loss: 0.0312327 | Time: 5343.85 ms [2022-03-22 06:43:00 main:574] : INFO : Epoch 1710 | loss: 0.031236 | val_loss: 0.0312334 | Time: 5382.82 ms [2022-03-22 06:43:05 main:574] : INFO : Epoch 1711 | loss: 0.0312353 | val_loss: 0.0312337 | Time: 5365.92 ms [2022-03-22 06:43:10 main:574] : INFO : Epoch 1712 | loss: 0.0312341 | val_loss: 0.0312315 | Time: 5414.49 ms [2022-03-22 06:43:16 main:574] : INFO : Epoch 1713 | loss: 0.0312342 | val_loss: 0.0312321 | Time: 5363.77 ms [2022-03-22 06:43:21 main:574] : INFO : Epoch 1714 | loss: 0.0312335 | val_loss: 0.0312324 | Time: 5259.98 ms [2022-03-22 06:43:26 main:574] : INFO : Epoch 1715 | loss: 0.0312332 | val_loss: 0.0312331 | Time: 5308.19 ms [2022-03-22 06:43:32 main:574] : INFO : Epoch 1716 | loss: 0.031233 | val_loss: 0.0312332 | Time: 5340.23 ms [2022-03-22 06:43:37 main:574] : INFO : Epoch 1717 | loss: 0.0312331 | val_loss: 0.0312302 | Time: 5324.61 ms [2022-03-22 06:43:43 main:574] : INFO : Epoch 1718 | loss: 0.0312331 | val_loss: 0.0312299 | Time: 5502.87 ms [2022-03-22 06:43:48 main:574] : INFO : Epoch 1719 | loss: 0.0312332 | val_loss: 0.0312296 | Time: 5843.59 ms [2022-03-22 06:43:54 main:574] : INFO : Epoch 1720 | loss: 0.0312317 | val_loss: 0.0312308 | Time: 5316.79 ms [2022-03-22 06:43:59 main:574] : INFO : Epoch 1721 | loss: 0.0312311 | val_loss: 0.0312296 | Time: 5341.71 ms [2022-03-22 06:44:04 main:574] : INFO : Epoch 1722 | loss: 0.0312313 | val_loss: 0.0312296 | Time: 5303.66 ms [2022-03-22 06:44:10 main:574] : INFO : Epoch 1723 | loss: 0.03123 | val_loss: 0.0312278 | Time: 5328.24 ms [2022-03-22 06:44:15 main:574] : INFO : Epoch 1724 | loss: 0.0312297 | val_loss: 0.0312285 | Time: 5365.33 ms [2022-03-22 06:44:20 main:574] : INFO : Epoch 1725 | loss: 0.0312291 | val_loss: 0.0312273 | Time: 5294.33 ms [2022-03-22 06:44:26 main:574] : INFO : Epoch 1726 | loss: 0.0312285 | val_loss: 0.0312273 | Time: 5348.3 ms [2022-03-22 06:44:31 main:574] : INFO : Epoch 1727 | loss: 0.0312286 | val_loss: 0.0312272 | Time: 5343.04 ms [2022-03-22 06:44:36 main:574] : INFO : Epoch 1728 | loss: 0.031229 | val_loss: 0.0312271 | Time: 5361.8 ms [2022-03-22 06:44:42 main:574] : INFO : Epoch 1729 | loss: 0.0312302 | val_loss: 0.0312275 | Time: 5365.1 ms [2022-03-22 06:44:47 main:574] : INFO : Epoch 1730 | loss: 0.031229 | val_loss: 0.031236 | Time: 5408.77 ms [2022-03-22 06:44:53 main:574] : INFO : Epoch 1731 | loss: 0.0312301 | val_loss: 0.0312261 | Time: 5378.13 ms [2022-03-22 06:44:58 main:574] : INFO : Epoch 1732 | loss: 0.0312292 | val_loss: 0.0312364 | Time: 5357.5 ms [2022-03-22 06:45:03 main:574] : INFO : Epoch 1733 | loss: 0.0312307 | val_loss: 0.031226 | Time: 5351.02 ms [2022-03-22 06:45:09 main:574] : INFO : Epoch 1734 | loss: 0.0312305 | val_loss: 0.0312285 | Time: 5392.96 ms [2022-03-22 06:45:14 main:574] : INFO : Epoch 1735 | loss: 0.0312302 | val_loss: 0.0312347 | Time: 5349.66 ms [2022-03-22 06:45:19 main:574] : INFO : Epoch 1736 | loss: 0.0312272 | val_loss: 0.0312246 | Time: 5368.65 ms [2022-03-22 06:45:25 main:574] : INFO : Epoch 1737 | loss: 0.0312265 | val_loss: 0.0312272 | Time: 5574.46 ms [2022-03-22 06:45:30 main:574] : INFO : Epoch 1738 | loss: 0.0312254 | val_loss: 0.0312248 | Time: 5349.9 ms [2022-03-22 06:45:36 main:574] : INFO : Epoch 1739 | loss: 0.0312273 | val_loss: 0.0312256 | Time: 5350.21 ms [2022-03-22 06:45:41 main:574] : INFO : Epoch 1740 | loss: 0.0312266 | val_loss: 0.0312233 | Time: 5349.99 ms [2022-03-22 06:45:46 main:574] : INFO : Epoch 1741 | loss: 0.0312251 | val_loss: 0.0312254 | Time: 5307.53 ms [2022-03-22 06:45:52 main:574] : INFO : Epoch 1742 | loss: 0.0312329 | val_loss: 0.0312399 | Time: 5380.26 ms [2022-03-22 06:45:57 main:574] : INFO : Epoch 1743 | loss: 0.0312295 | val_loss: 0.0312231 | Time: 5320.61 ms [2022-03-22 06:46:03 main:574] : INFO : Epoch 1744 | loss: 0.0312245 | val_loss: 0.0312225 | Time: 5343.35 ms [2022-03-22 06:46:08 main:574] : INFO : Epoch 1745 | loss: 0.0312234 | val_loss: 0.0312226 | Time: 5337.72 ms [2022-03-22 06:46:13 main:574] : INFO : Epoch 1746 | loss: 0.0312227 | val_loss: 0.0312219 | Time: 5293.9 ms [2022-03-22 06:46:18 main:574] : INFO : Epoch 1747 | loss: 0.0312227 | val_loss: 0.0312226 | Time: 5314.17 ms [2022-03-22 06:46:24 main:574] : INFO : Epoch 1748 | loss: 0.031224 | val_loss: 0.0312275 | Time: 5358.28 ms [2022-03-22 06:46:29 main:574] : INFO : Epoch 1749 | loss: 0.0312226 | val_loss: 0.0312221 | Time: 5326.61 ms [2022-03-22 06:46:35 main:574] : INFO : Epoch 1750 | loss: 0.0312217 | val_loss: 0.0312218 | Time: 5330.18 ms [2022-03-22 06:46:40 main:574] : INFO : Epoch 1751 | loss: 0.0312228 | val_loss: 0.0312216 | Time: 5336.69 ms [2022-03-22 06:46:45 main:574] : INFO : Epoch 1752 | loss: 0.0312207 | val_loss: 0.0312193 | Time: 5344.39 ms [2022-03-22 06:46:51 main:574] : INFO : Epoch 1753 | loss: 0.0312201 | val_loss: 0.0312263 | Time: 5350.38 ms [2022-03-22 06:46:56 main:574] : INFO : Epoch 1754 | loss: 0.0312214 | val_loss: 0.031221 | Time: 5317.56 ms [2022-03-22 06:47:01 main:574] : INFO : Epoch 1755 | loss: 0.0312216 | val_loss: 0.0312201 | Time: 5314.37 ms [2022-03-22 06:47:07 main:574] : INFO : Epoch 1756 | loss: 0.0312259 | val_loss: 0.0312218 | Time: 5309.67 ms [2022-03-22 06:47:12 main:574] : INFO : Epoch 1757 | loss: 0.0312222 | val_loss: 0.0312204 | Time: 5453.85 ms [2022-03-22 06:47:17 main:574] : INFO : Epoch 1758 | loss: 0.0312219 | val_loss: 0.0312229 | Time: 5415.85 ms [2022-03-22 06:47:23 main:574] : INFO : Epoch 1759 | loss: 0.0312202 | val_loss: 0.0312234 | Time: 5373.56 ms [2022-03-22 06:47:28 main:574] : INFO : Epoch 1760 | loss: 0.0312233 | val_loss: 0.0312182 | Time: 5354.93 ms [2022-03-22 06:47:33 main:574] : INFO : Epoch 1761 | loss: 0.0312286 | val_loss: 0.0312173 | Time: 5325.84 ms [2022-03-22 06:47:39 main:574] : INFO : Epoch 1762 | loss: 0.031222 | val_loss: 0.0312226 | Time: 5345.79 ms [2022-03-22 06:47:44 main:574] : INFO : Epoch 1763 | loss: 0.0312222 | val_loss: 0.0312194 | Time: 5349.27 ms [2022-03-22 06:47:49 main:574] : INFO : Epoch 1764 | loss: 0.0312248 | val_loss: 0.0312226 | Time: 5305.66 ms [2022-03-22 06:47:55 main:574] : INFO : Epoch 1765 | loss: 0.0312219 | val_loss: 0.0312293 | Time: 5331.27 ms [2022-03-22 06:48:00 main:574] : INFO : Epoch 1766 | loss: 0.0312283 | val_loss: 0.0312167 | Time: 5339.89 ms [2022-03-22 06:48:06 main:574] : INFO : Epoch 1767 | loss: 0.0312216 | val_loss: 0.0312183 | Time: 5352.55 ms [2022-03-22 06:48:11 main:574] : INFO : Epoch 1768 | loss: 0.0312245 | val_loss: 0.0312163 | Time: 5307.47 ms [2022-03-22 06:48:16 main:574] : INFO : Epoch 1769 | loss: 0.0312206 | val_loss: 0.0312169 | Time: 5326.05 ms [2022-03-22 06:48:22 main:574] : INFO : Epoch 1770 | loss: 0.0312176 | val_loss: 0.0312158 | Time: 5308.49 ms [2022-03-22 06:48:27 main:574] : INFO : Epoch 1771 | loss: 0.0312174 | val_loss: 0.0312153 | Time: 5328.21 ms [2022-03-22 06:48:32 main:574] : INFO : Epoch 1772 | loss: 0.0312219 | val_loss: 0.0312168 | Time: 5306.33 ms [2022-03-22 06:48:37 main:574] : INFO : Epoch 1773 | loss: 0.0312181 | val_loss: 0.031217 | Time: 5286.23 ms [2022-03-22 06:48:43 main:574] : INFO : Epoch 1774 | loss: 0.0312191 | val_loss: 0.0312214 | Time: 5346.18 ms [2022-03-22 06:48:48 main:574] : INFO : Epoch 1775 | loss: 0.0312179 | val_loss: 0.0312146 | Time: 5323.49 ms [2022-03-22 06:48:54 main:574] : INFO : Epoch 1776 | loss: 0.0312196 | val_loss: 0.0312164 | Time: 5636.01 ms [2022-03-22 06:49:00 main:574] : INFO : Epoch 1777 | loss: 0.0312171 | val_loss: 0.0312155 | Time: 5883.19 ms [2022-03-22 06:49:05 main:574] : INFO : Epoch 1778 | loss: 0.0312173 | val_loss: 0.0312183 | Time: 5451.09 ms [2022-03-22 06:49:10 main:574] : INFO : Epoch 1779 | loss: 0.0312173 | val_loss: 0.0312154 | Time: 5305.21 ms [2022-03-22 06:49:16 main:574] : INFO : Epoch 1780 | loss: 0.0312165 | val_loss: 0.0312152 | Time: 5332.43 ms [2022-03-22 06:49:21 main:574] : INFO : Epoch 1781 | loss: 0.0312171 | val_loss: 0.0312133 | Time: 5357.12 ms [2022-03-22 06:49:26 main:574] : INFO : Epoch 1782 | loss: 0.031219 | val_loss: 0.0312201 | Time: 5326.36 ms [2022-03-22 06:49:32 main:574] : INFO : Epoch 1783 | loss: 0.0312178 | val_loss: 0.0312171 | Time: 5389.01 ms [2022-03-22 06:49:37 main:574] : INFO : Epoch 1784 | loss: 0.031216 | val_loss: 0.0312173 | Time: 5341.22 ms [2022-03-22 06:49:43 main:574] : INFO : Epoch 1785 | loss: 0.0312162 | val_loss: 0.0312151 | Time: 5343.55 ms [2022-03-22 06:49:48 main:574] : INFO : Epoch 1786 | loss: 0.0312216 | val_loss: 0.0312368 | Time: 5313.03 ms [2022-03-22 06:49:53 main:574] : INFO : Epoch 1787 | loss: 0.0312183 | val_loss: 0.0312134 | Time: 5305.75 ms [2022-03-22 06:49:59 main:574] : INFO : Epoch 1788 | loss: 0.0312172 | val_loss: 0.0312169 | Time: 5399.04 ms [2022-03-22 06:50:04 main:574] : INFO : Epoch 1789 | loss: 0.0312164 | val_loss: 0.0312149 | Time: 5305.17 ms [2022-03-22 06:50:09 main:574] : INFO : Epoch 1790 | loss: 0.0312169 | val_loss: 0.0312256 | Time: 5312.01 ms [2022-03-22 06:50:15 main:574] : INFO : Epoch 1791 | loss: 0.0312154 | val_loss: 0.0312138 | Time: 5308.04 ms [2022-03-22 06:50:20 main:574] : INFO : Epoch 1792 | loss: 0.0312143 | val_loss: 0.031214 | Time: 5347.58 ms [2022-03-22 06:50:25 main:574] : INFO : Epoch 1793 | loss: 0.0312208 | val_loss: 0.0312145 | Time: 5313.84 ms [2022-03-22 06:50:31 main:574] : INFO : Epoch 1794 | loss: 0.0312183 | val_loss: 0.0312156 | Time: 5352.08 ms [2022-03-22 06:50:36 main:574] : INFO : Epoch 1795 | loss: 0.031216 | val_loss: 0.0312135 | Time: 5335.7 ms [2022-03-22 06:50:41 main:574] : INFO : Epoch 1796 | loss: 0.0312142 | val_loss: 0.0312128 | Time: 5517.02 ms [2022-03-22 06:50:47 main:574] : INFO : Epoch 1797 | loss: 0.0312153 | val_loss: 0.0312131 | Time: 5306.11 ms [2022-03-22 06:50:52 main:574] : INFO : Epoch 1798 | loss: 0.0312153 | val_loss: 0.0312115 | Time: 5303.53 ms [2022-03-22 06:50:57 main:574] : INFO : Epoch 1799 | loss: 0.031214 | val_loss: 0.0312175 | Time: 5316.08 ms [2022-03-22 06:51:03 main:574] : INFO : Epoch 1800 | loss: 0.0312159 | val_loss: 0.0312142 | Time: 5394.22 ms [2022-03-22 06:51:08 main:574] : INFO : Epoch 1801 | loss: 0.0312141 | val_loss: 0.0312127 | Time: 5349.3 ms [2022-03-22 06:51:14 main:574] : INFO : Epoch 1802 | loss: 0.0312153 | val_loss: 0.0312115 | Time: 5381.25 ms [2022-03-22 06:51:19 main:574] : INFO : Epoch 1803 | loss: 0.0312142 | val_loss: 0.0312188 | Time: 5325.32 ms [2022-03-22 06:51:24 main:574] : INFO : Epoch 1804 | loss: 0.0312146 | val_loss: 0.0312107 | Time: 5347.08 ms [2022-03-22 06:51:30 main:574] : INFO : Epoch 1805 | loss: 0.0312143 | val_loss: 0.0312145 | Time: 5359.22 ms [2022-03-22 06:51:35 main:574] : INFO : Epoch 1806 | loss: 0.031214 | val_loss: 0.0312111 | Time: 5283.85 ms [2022-03-22 06:51:40 main:574] : INFO : Epoch 1807 | loss: 0.031213 | val_loss: 0.0312106 | Time: 5372.89 ms [2022-03-22 06:51:46 main:574] : INFO : Epoch 1808 | loss: 0.0312178 | val_loss: 0.0312286 | Time: 5523.52 ms [2022-03-22 06:51:52 main:574] : INFO : Epoch 1809 | loss: 0.0312201 | val_loss: 0.0312171 | Time: 5887.09 ms [2022-03-22 06:51:57 main:574] : INFO : Epoch 1810 | loss: 0.0312186 | val_loss: 0.031215 | Time: 5357 ms [2022-03-22 06:52:02 main:574] : INFO : Epoch 1811 | loss: 0.0312142 | val_loss: 0.0312125 | Time: 5386.4 ms [2022-03-22 06:52:08 main:574] : INFO : Epoch 1812 | loss: 0.0312132 | val_loss: 0.0312101 | Time: 5369.32 ms [2022-03-22 06:52:13 main:574] : INFO : Epoch 1813 | loss: 0.0312116 | val_loss: 0.0312097 | Time: 5367.75 ms [2022-03-22 06:52:18 main:574] : INFO : Epoch 1814 | loss: 0.0312142 | val_loss: 0.0312162 | Time: 5318.41 ms [2022-03-22 06:52:24 main:574] : INFO : Epoch 1815 | loss: 0.0312147 | val_loss: 0.0312112 | Time: 5411.86 ms [2022-03-22 06:52:29 main:574] : INFO : Epoch 1816 | loss: 0.0312177 | val_loss: 0.0312096 | Time: 5408.67 ms [2022-03-22 06:52:35 main:574] : INFO : Epoch 1817 | loss: 0.0312162 | val_loss: 0.0312109 | Time: 5361.09 ms [2022-03-22 06:52:40 main:574] : INFO : Epoch 1818 | loss: 0.0312142 | val_loss: 0.0312182 | Time: 5405.15 ms [2022-03-22 06:52:45 main:574] : INFO : Epoch 1819 | loss: 0.0312124 | val_loss: 0.0312096 | Time: 5388.16 ms [2022-03-22 06:52:51 main:574] : INFO : Epoch 1820 | loss: 0.0312115 | val_loss: 0.0312089 | Time: 5385.4 ms [2022-03-22 06:52:56 main:574] : INFO : Epoch 1821 | loss: 0.0312118 | val_loss: 0.0312099 | Time: 5363.74 ms [2022-03-22 06:53:02 main:574] : INFO : Epoch 1822 | loss: 0.0312142 | val_loss: 0.0312136 | Time: 5379.68 ms [2022-03-22 06:53:07 main:574] : INFO : Epoch 1823 | loss: 0.0312144 | val_loss: 0.0312134 | Time: 5321.23 ms [2022-03-22 06:53:12 main:574] : INFO : Epoch 1824 | loss: 0.031219 | val_loss: 0.0312156 | Time: 5385 ms [2022-03-22 06:53:18 main:574] : INFO : Epoch 1825 | loss: 0.0312162 | val_loss: 0.0312093 | Time: 5400.31 ms [2022-03-22 06:53:23 main:574] : INFO : Epoch 1826 | loss: 0.0312122 | val_loss: 0.0312094 | Time: 5353.36 ms [2022-03-22 06:53:28 main:574] : INFO : Epoch 1827 | loss: 0.0312127 | val_loss: 0.0312094 | Time: 5340.71 ms [2022-03-22 06:53:34 main:574] : INFO : Epoch 1828 | loss: 0.0312118 | val_loss: 0.0312136 | Time: 5374.8 ms [2022-03-22 06:53:39 main:574] : INFO : Epoch 1829 | loss: 0.0312112 | val_loss: 0.031211 | Time: 5441.28 ms [2022-03-22 06:53:45 main:574] : INFO : Epoch 1830 | loss: 0.0312119 | val_loss: 0.0312103 | Time: 5327.63 ms [2022-03-22 06:53:50 main:574] : INFO : Epoch 1831 | loss: 0.0312164 | val_loss: 0.0312141 | Time: 5342.5 ms [2022-03-22 06:53:55 main:574] : INFO : Epoch 1832 | loss: 0.0312201 | val_loss: 0.0312161 | Time: 5316.13 ms [2022-03-22 06:54:01 main:574] : INFO : Epoch 1833 | loss: 0.0312178 | val_loss: 0.0312149 | Time: 5346.01 ms [2022-03-22 06:54:06 main:574] : INFO : Epoch 1834 | loss: 0.0312127 | val_loss: 0.0312101 | Time: 5306.32 ms [2022-03-22 06:54:11 main:574] : INFO : Epoch 1835 | loss: 0.0312128 | val_loss: 0.0312105 | Time: 5313.89 ms [2022-03-22 06:54:17 main:574] : INFO : Epoch 1836 | loss: 0.0312124 | val_loss: 0.031214 | Time: 5521.41 ms [2022-03-22 06:54:22 main:574] : INFO : Epoch 1837 | loss: 0.031214 | val_loss: 0.0312093 | Time: 5393.71 ms [2022-03-22 06:54:28 main:574] : INFO : Epoch 1838 | loss: 0.0312107 | val_loss: 0.0312098 | Time: 5361.35 ms [2022-03-22 06:54:33 main:574] : INFO : Epoch 1839 | loss: 0.0312107 | val_loss: 0.03121 | Time: 5392.51 ms [2022-03-22 06:54:38 main:574] : INFO : Epoch 1840 | loss: 0.0312102 | val_loss: 0.0312123 | Time: 5311.36 ms [2022-03-22 06:54:44 main:574] : INFO : Epoch 1841 | loss: 0.0312109 | val_loss: 0.0312121 | Time: 5311.31 ms [2022-03-22 06:54:49 main:574] : INFO : Epoch 1842 | loss: 0.03121 | val_loss: 0.0312083 | Time: 5350.32 ms [2022-03-22 06:54:54 main:574] : INFO : Epoch 1843 | loss: 0.0312125 | val_loss: 0.0312129 | Time: 5332.63 ms [2022-03-22 06:55:00 main:574] : INFO : Epoch 1844 | loss: 0.0312114 | val_loss: 0.0312176 | Time: 5394.44 ms [2022-03-22 06:55:05 main:574] : INFO : Epoch 1845 | loss: 0.0312127 | val_loss: 0.0312098 | Time: 5374.4 ms [2022-03-22 06:55:10 main:574] : INFO : Epoch 1846 | loss: 0.0312117 | val_loss: 0.0312096 | Time: 5322.46 ms [2022-03-22 06:55:16 main:574] : INFO : Epoch 1847 | loss: 0.0312167 | val_loss: 0.031225 | Time: 5359.03 ms [2022-03-22 06:55:21 main:574] : INFO : Epoch 1848 | loss: 0.031219 | val_loss: 0.0312093 | Time: 5346.31 ms [2022-03-22 06:55:27 main:574] : INFO : Epoch 1849 | loss: 0.0312133 | val_loss: 0.0312126 | Time: 5414.37 ms [2022-03-22 06:55:32 main:574] : INFO : Epoch 1850 | loss: 0.0312102 | val_loss: 0.0312087 | Time: 5370.84 ms [2022-03-22 06:55:37 main:574] : INFO : Epoch 1851 | loss: 0.0312089 | val_loss: 0.0312088 | Time: 5372.41 ms [2022-03-22 06:55:43 main:574] : INFO : Epoch 1852 | loss: 0.0312094 | val_loss: 0.0312098 | Time: 5390.66 ms [2022-03-22 06:55:48 main:574] : INFO : Epoch 1853 | loss: 0.0312093 | val_loss: 0.0312115 | Time: 5351.53 ms [2022-03-22 06:55:53 main:574] : INFO : Epoch 1854 | loss: 0.0312094 | val_loss: 0.0312111 | Time: 5361.62 ms [2022-03-22 06:55:59 main:574] : INFO : Epoch 1855 | loss: 0.0312091 | val_loss: 0.0312092 | Time: 5328.7 ms [2022-03-22 06:56:04 main:574] : INFO : Epoch 1856 | loss: 0.0312117 | val_loss: 0.0312213 | Time: 5410.26 ms [2022-03-22 06:56:10 main:574] : INFO : Epoch 1857 | loss: 0.0312117 | val_loss: 0.0312097 | Time: 5461.29 ms [2022-03-22 06:56:15 main:574] : INFO : Epoch 1858 | loss: 0.0312091 | val_loss: 0.0312105 | Time: 5374.34 ms [2022-03-22 06:56:20 main:574] : INFO : Epoch 1859 | loss: 0.0312094 | val_loss: 0.0312092 | Time: 5427.87 ms [2022-03-22 06:56:26 main:574] : INFO : Epoch 1860 | loss: 0.031208 | val_loss: 0.0312094 | Time: 5429.04 ms [2022-03-22 06:56:31 main:574] : INFO : Epoch 1861 | loss: 0.0312086 | val_loss: 0.0312112 | Time: 5385.16 ms [2022-03-22 06:56:37 main:574] : INFO : Epoch 1862 | loss: 0.0312098 | val_loss: 0.0312152 | Time: 5373.36 ms [2022-03-22 06:56:42 main:574] : INFO : Epoch 1863 | loss: 0.0312091 | val_loss: 0.0312103 | Time: 5382.65 ms [2022-03-22 06:56:48 main:574] : INFO : Epoch 1864 | loss: 0.0312096 | val_loss: 0.0312096 | Time: 5491.59 ms [2022-03-22 06:56:53 main:574] : INFO : Epoch 1865 | loss: 0.0312097 | val_loss: 0.0312099 | Time: 5638.47 ms [2022-03-22 06:56:59 main:574] : INFO : Epoch 1866 | loss: 0.0312089 | val_loss: 0.0312095 | Time: 5397.41 ms [2022-03-22 06:57:04 main:574] : INFO : Epoch 1867 | loss: 0.0312094 | val_loss: 0.0312101 | Time: 5443.46 ms [2022-03-22 06:57:10 main:574] : INFO : Epoch 1868 | loss: 0.031211 | val_loss: 0.0312109 | Time: 5613.78 ms [2022-03-22 06:57:15 main:574] : INFO : Epoch 1869 | loss: 0.0312096 | val_loss: 0.0312121 | Time: 5365.58 ms [2022-03-22 06:57:21 main:574] : INFO : Epoch 1870 | loss: 0.0312183 | val_loss: 0.0312239 | Time: 5514.46 ms [2022-03-22 06:57:26 main:574] : INFO : Epoch 1871 | loss: 0.0312135 | val_loss: 0.0312116 | Time: 5362.2 ms [2022-03-22 06:57:31 main:574] : INFO : Epoch 1872 | loss: 0.0312095 | val_loss: 0.0312086 | Time: 5367.97 ms [2022-03-22 06:57:37 main:574] : INFO : Epoch 1873 | loss: 0.031212 | val_loss: 0.0312105 | Time: 5355.93 ms [2022-03-22 06:57:42 main:574] : INFO : Epoch 1874 | loss: 0.0312084 | val_loss: 0.0312084 | Time: 5358.68 ms [2022-03-22 06:57:47 main:574] : INFO : Epoch 1875 | loss: 0.0312074 | val_loss: 0.0312087 | Time: 5408.02 ms [2022-03-22 06:57:53 main:574] : INFO : Epoch 1876 | loss: 0.0312085 | val_loss: 0.0312317 | Time: 5537.45 ms [2022-03-22 06:57:59 main:574] : INFO : Epoch 1877 | loss: 0.0312171 | val_loss: 0.031218 | Time: 5517.2 ms [2022-03-22 06:58:04 main:574] : INFO : Epoch 1878 | loss: 0.0312095 | val_loss: 0.0312072 | Time: 5399.97 ms [2022-03-22 06:58:09 main:574] : INFO : Epoch 1879 | loss: 0.0312086 | val_loss: 0.031219 | Time: 5382.61 ms [2022-03-22 06:58:15 main:574] : INFO : Epoch 1880 | loss: 0.0312135 | val_loss: 0.0312157 | Time: 5388.79 ms [2022-03-22 06:58:20 main:574] : INFO : Epoch 1881 | loss: 0.0312082 | val_loss: 0.0312068 | Time: 5316.03 ms [2022-03-22 06:58:25 main:574] : INFO : Epoch 1882 | loss: 0.0312085 | val_loss: 0.0312098 | Time: 5350.22 ms [2022-03-22 06:58:31 main:574] : INFO : Epoch 1883 | loss: 0.0312114 | val_loss: 0.0312107 | Time: 5359.53 ms [2022-03-22 06:58:36 main:574] : INFO : Epoch 1884 | loss: 0.0312108 | val_loss: 0.0312096 | Time: 5390 ms [2022-03-22 06:58:42 main:574] : INFO : Epoch 1885 | loss: 0.0312116 | val_loss: 0.0312076 | Time: 5368.87 ms [2022-03-22 06:58:47 main:574] : INFO : Epoch 1886 | loss: 0.0312137 | val_loss: 0.0312103 | Time: 5391.61 ms [2022-03-22 06:58:52 main:574] : INFO : Epoch 1887 | loss: 0.0312083 | val_loss: 0.0312067 | Time: 5419.27 ms [2022-03-22 06:58:58 main:574] : INFO : Epoch 1888 | loss: 0.0312074 | val_loss: 0.0312102 | Time: 5402.43 ms [2022-03-22 06:59:03 main:574] : INFO : Epoch 1889 | loss: 0.031213 | val_loss: 0.031213 | Time: 5403.95 ms [2022-03-22 06:59:09 main:574] : INFO : Epoch 1890 | loss: 0.0312079 | val_loss: 0.0312076 | Time: 5423.23 ms [2022-03-22 06:59:14 main:574] : INFO : Epoch 1891 | loss: 0.0312105 | val_loss: 0.031214 | Time: 5396.73 ms [2022-03-22 06:59:19 main:574] : INFO : Epoch 1892 | loss: 0.0312085 | val_loss: 0.0312061 | Time: 5358.75 ms [2022-03-22 06:59:25 main:574] : INFO : Epoch 1893 | loss: 0.0312079 | val_loss: 0.0312061 | Time: 5340.47 ms [2022-03-22 06:59:30 main:574] : INFO : Epoch 1894 | loss: 0.0312071 | val_loss: 0.0312063 | Time: 5324.39 ms [2022-03-22 06:59:35 main:574] : INFO : Epoch 1895 | loss: 0.0312067 | val_loss: 0.0312057 | Time: 5426.87 ms [2022-03-22 06:59:41 main:574] : INFO : Epoch 1896 | loss: 0.0312071 | val_loss: 0.0312084 | Time: 5449.29 ms [2022-03-22 06:59:46 main:574] : INFO : Epoch 1897 | loss: 0.0312064 | val_loss: 0.0312082 | Time: 5366.85 ms [2022-03-22 06:59:52 main:574] : INFO : Epoch 1898 | loss: 0.0312105 | val_loss: 0.0312057 | Time: 5408.35 ms [2022-03-22 06:59:57 main:574] : INFO : Epoch 1899 | loss: 0.0312096 | val_loss: 0.0312193 | Time: 5314.44 ms [2022-03-22 07:00:02 main:574] : INFO : Epoch 1900 | loss: 0.0312096 | val_loss: 0.031208 | Time: 5404.59 ms [2022-03-22 07:00:08 main:574] : INFO : Epoch 1901 | loss: 0.0312061 | val_loss: 0.0312056 | Time: 5585.55 ms [2022-03-22 07:00:14 main:574] : INFO : Epoch 1902 | loss: 0.0312094 | val_loss: 0.0312056 | Time: 5505.99 ms [2022-03-22 07:00:19 main:574] : INFO : Epoch 1903 | loss: 0.0312085 | val_loss: 0.0312056 | Time: 5402.37 ms [2022-03-22 07:00:24 main:574] : INFO : Epoch 1904 | loss: 0.0312088 | val_loss: 0.0312047 | Time: 5377.65 ms [2022-03-22 07:00:30 main:574] : INFO : Epoch 1905 | loss: 0.0312074 | val_loss: 0.0312101 | Time: 5333.66 ms [2022-03-22 07:00:35 main:574] : INFO : Epoch 1906 | loss: 0.0312075 | val_loss: 0.031207 | Time: 5369.89 ms [2022-03-22 07:00:40 main:574] : INFO : Epoch 1907 | loss: 0.0312071 | val_loss: 0.0312108 | Time: 5314.93 ms [2022-03-22 07:00:46 main:574] : INFO : Epoch 1908 | loss: 0.031207 | val_loss: 0.0312082 | Time: 5311.89 ms [2022-03-22 07:00:51 main:574] : INFO : Epoch 1909 | loss: 0.0312129 | val_loss: 0.0312156 | Time: 5340 ms [2022-03-22 07:00:56 main:574] : INFO : Epoch 1910 | loss: 0.0312074 | val_loss: 0.0312064 | Time: 5319.72 ms [2022-03-22 07:01:02 main:574] : INFO : Epoch 1911 | loss: 0.0312059 | val_loss: 0.0312062 | Time: 5325.03 ms [2022-03-22 07:01:07 main:574] : INFO : Epoch 1912 | loss: 0.0312067 | val_loss: 0.0312082 | Time: 5292.39 ms [2022-03-22 07:01:12 main:574] : INFO : Epoch 1913 | loss: 0.0312127 | val_loss: 0.0312093 | Time: 5297.26 ms [2022-03-22 07:01:18 main:574] : INFO : Epoch 1914 | loss: 0.0312064 | val_loss: 0.0312077 | Time: 5359.4 ms [2022-03-22 07:01:23 main:574] : INFO : Epoch 1915 | loss: 0.0312052 | val_loss: 0.0312067 | Time: 5311.64 ms [2022-03-22 07:01:28 main:574] : INFO : Epoch 1916 | loss: 0.031207 | val_loss: 0.0312067 | Time: 5346.15 ms [2022-03-22 07:01:34 main:574] : INFO : Epoch 1917 | loss: 0.0312061 | val_loss: 0.0312079 | Time: 5318.89 ms [2022-03-22 07:01:39 main:574] : INFO : Epoch 1918 | loss: 0.0312079 | val_loss: 0.0312118 | Time: 5352.97 ms [2022-03-22 07:01:44 main:574] : INFO : Epoch 1919 | loss: 0.0312101 | val_loss: 0.0312057 | Time: 5401.52 ms [2022-03-22 07:01:50 main:574] : INFO : Epoch 1920 | loss: 0.0312065 | val_loss: 0.0312128 | Time: 5541.38 ms [2022-03-22 07:01:55 main:574] : INFO : Epoch 1921 | loss: 0.0312085 | val_loss: 0.0312064 | Time: 5336.65 ms [2022-03-22 07:02:01 main:574] : INFO : Epoch 1922 | loss: 0.0312074 | val_loss: 0.0312284 | Time: 5325.31 ms [2022-03-22 07:02:06 main:574] : INFO : Epoch 1923 | loss: 0.031212 | val_loss: 0.0312098 | Time: 5312.26 ms [2022-03-22 07:02:11 main:574] : INFO : Epoch 1924 | loss: 0.0312087 | val_loss: 0.0312096 | Time: 5349.5 ms [2022-03-22 07:02:17 main:574] : INFO : Epoch 1925 | loss: 0.0312092 | val_loss: 0.0312151 | Time: 5332.56 ms [2022-03-22 07:02:22 main:574] : INFO : Epoch 1926 | loss: 0.0312087 | val_loss: 0.0312157 | Time: 5430.73 ms [2022-03-22 07:02:28 main:574] : INFO : Epoch 1927 | loss: 0.0312091 | val_loss: 0.0312041 | Time: 5438.93 ms [2022-03-22 07:02:33 main:574] : INFO : Epoch 1928 | loss: 0.0312049 | val_loss: 0.0312056 | Time: 5336.96 ms [2022-03-22 07:02:38 main:574] : INFO : Epoch 1929 | loss: 0.0312049 | val_loss: 0.0312045 | Time: 5357.69 ms [2022-03-22 07:02:44 main:574] : INFO : Epoch 1930 | loss: 0.031206 | val_loss: 0.0312043 | Time: 5323.04 ms [2022-03-22 07:02:49 main:574] : INFO : Epoch 1931 | loss: 0.0312053 | val_loss: 0.0312091 | Time: 5371.51 ms [2022-03-22 07:02:54 main:574] : INFO : Epoch 1932 | loss: 0.0312058 | val_loss: 0.0312039 | Time: 5412.6 ms [2022-03-22 07:03:00 main:574] : INFO : Epoch 1933 | loss: 0.0312089 | val_loss: 0.0312034 | Time: 5352.35 ms [2022-03-22 07:03:05 main:574] : INFO : Epoch 1934 | loss: 0.0312056 | val_loss: 0.0312052 | Time: 5355.05 ms [2022-03-22 07:03:10 main:574] : INFO : Epoch 1935 | loss: 0.0312059 | val_loss: 0.0312044 | Time: 5350.17 ms [2022-03-22 07:03:16 main:574] : INFO : Epoch 1936 | loss: 0.0312059 | val_loss: 0.031206 | Time: 5383.62 ms [2022-03-22 07:03:21 main:574] : INFO : Epoch 1937 | loss: 0.0312045 | val_loss: 0.0312049 | Time: 5329.5 ms [2022-03-22 07:03:27 main:574] : INFO : Epoch 1938 | loss: 0.0312054 | val_loss: 0.0312028 | Time: 5387.4 ms [2022-03-22 07:03:32 main:574] : INFO : Epoch 1939 | loss: 0.0312045 | val_loss: 0.0312035 | Time: 5374.94 ms [2022-03-22 07:03:38 main:574] : INFO : Epoch 1940 | loss: 0.0312076 | val_loss: 0.0312111 | Time: 5742.21 ms [2022-03-22 07:03:43 main:574] : INFO : Epoch 1941 | loss: 0.0312052 | val_loss: 0.0312051 | Time: 5637.28 ms [2022-03-22 07:03:49 main:574] : INFO : Epoch 1942 | loss: 0.0312074 | val_loss: 0.0312092 | Time: 5332.8 ms [2022-03-22 07:03:54 main:574] : INFO : Epoch 1943 | loss: 0.0312075 | val_loss: 0.0312061 | Time: 5368.28 ms [2022-03-22 07:03:59 main:574] : INFO : Epoch 1944 | loss: 0.0312072 | val_loss: 0.0312029 | Time: 5333.25 ms [2022-03-22 07:04:05 main:574] : INFO : Epoch 1945 | loss: 0.0312084 | val_loss: 0.0312035 | Time: 5307.37 ms [2022-03-22 07:04:10 main:574] : INFO : Epoch 1946 | loss: 0.0312087 | val_loss: 0.0312077 | Time: 5334.81 ms [2022-03-22 07:04:15 main:574] : INFO : Epoch 1947 | loss: 0.0312044 | val_loss: 0.0312055 | Time: 5326.49 ms [2022-03-22 07:04:21 main:574] : INFO : Epoch 1948 | loss: 0.0312082 | val_loss: 0.0312082 | Time: 5326.52 ms [2022-03-22 07:04:26 main:574] : INFO : Epoch 1949 | loss: 0.0312098 | val_loss: 0.0312034 | Time: 5302.63 ms [2022-03-22 07:04:31 main:574] : INFO : Epoch 1950 | loss: 0.0312037 | val_loss: 0.0312023 | Time: 5303.01 ms [2022-03-22 07:04:37 main:574] : INFO : Epoch 1951 | loss: 0.0312057 | val_loss: 0.0312037 | Time: 5435.73 ms [2022-03-22 07:04:42 main:574] : INFO : Epoch 1952 | loss: 0.0312067 | val_loss: 0.0312091 | Time: 5383.96 ms [2022-03-22 07:04:48 main:574] : INFO : Epoch 1953 | loss: 0.0312062 | val_loss: 0.0312053 | Time: 5346.18 ms [2022-03-22 07:04:53 main:574] : INFO : Epoch 1954 | loss: 0.0312047 | val_loss: 0.0312026 | Time: 5312.69 ms [2022-03-22 07:04:58 main:574] : INFO : Epoch 1955 | loss: 0.0312034 | val_loss: 0.0312053 | Time: 5349.32 ms [2022-03-22 07:05:04 main:574] : INFO : Epoch 1956 | loss: 0.0312039 | val_loss: 0.0312023 | Time: 5391.16 ms [2022-03-22 07:05:09 main:574] : INFO : Epoch 1957 | loss: 0.0312034 | val_loss: 0.0312025 | Time: 5355.28 ms [2022-03-22 07:05:14 main:574] : INFO : Epoch 1958 | loss: 0.0312044 | val_loss: 0.0312021 | Time: 5352.44 ms [2022-03-22 07:05:20 main:574] : INFO : Epoch 1959 | loss: 0.0312054 | val_loss: 0.0312025 | Time: 5408.98 ms [2022-03-22 07:05:25 main:574] : INFO : Epoch 1960 | loss: 0.0312038 | val_loss: 0.0312051 | Time: 5595.11 ms [2022-03-22 07:05:31 main:574] : INFO : Epoch 1961 | loss: 0.0312054 | val_loss: 0.0312029 | Time: 5732.22 ms [2022-03-22 07:05:36 main:574] : INFO : Epoch 1962 | loss: 0.0312049 | val_loss: 0.0312029 | Time: 5344.82 ms [2022-03-22 07:05:42 main:574] : INFO : Epoch 1963 | loss: 0.0312052 | val_loss: 0.0312102 | Time: 5373.73 ms [2022-03-22 07:05:47 main:574] : INFO : Epoch 1964 | loss: 0.0312085 | val_loss: 0.0312025 | Time: 5451.57 ms [2022-03-22 07:05:53 main:574] : INFO : Epoch 1965 | loss: 0.0312062 | val_loss: 0.0312149 | Time: 5370.9 ms [2022-03-22 07:05:58 main:574] : INFO : Epoch 1966 | loss: 0.0312056 | val_loss: 0.0312027 | Time: 5376.24 ms [2022-03-22 07:06:03 main:574] : INFO : Epoch 1967 | loss: 0.0312048 | val_loss: 0.031202 | Time: 5383.37 ms [2022-03-22 07:06:09 main:574] : INFO : Epoch 1968 | loss: 0.0312072 | val_loss: 0.0312155 | Time: 5358.78 ms [2022-03-22 07:06:14 main:574] : INFO : Epoch 1969 | loss: 0.0312059 | val_loss: 0.0312024 | Time: 5330.19 ms [2022-03-22 07:06:20 main:574] : INFO : Epoch 1970 | loss: 0.0312045 | val_loss: 0.0312067 | Time: 5414.18 ms [2022-03-22 07:06:25 main:574] : INFO : Epoch 1971 | loss: 0.0312045 | val_loss: 0.0312017 | Time: 5657.53 ms [2022-03-22 07:06:31 main:574] : INFO : Epoch 1972 | loss: 0.0312028 | val_loss: 0.0312051 | Time: 5848.82 ms [2022-03-22 07:06:37 main:574] : INFO : Epoch 1973 | loss: 0.0312042 | val_loss: 0.0312016 | Time: 5600.81 ms [2022-03-22 07:06:42 main:574] : INFO : Epoch 1974 | loss: 0.0312023 | val_loss: 0.0312022 | Time: 5311.81 ms [2022-03-22 07:06:47 main:574] : INFO : Epoch 1975 | loss: 0.0312032 | val_loss: 0.0312019 | Time: 5369.17 ms [2022-03-22 07:06:53 main:574] : INFO : Epoch 1976 | loss: 0.0312034 | val_loss: 0.0312037 | Time: 5349.59 ms [2022-03-22 07:06:58 main:574] : INFO : Epoch 1977 | loss: 0.0312033 | val_loss: 0.0312028 | Time: 5391.62 ms [2022-03-22 07:07:03 main:574] : INFO : Epoch 1978 | loss: 0.0312037 | val_loss: 0.0312055 | Time: 5359.62 ms [2022-03-22 07:07:09 main:574] : INFO : Epoch 1979 | loss: 0.031204 | val_loss: 0.0312089 | Time: 5342.53 ms [2022-03-22 07:07:14 main:574] : INFO : Epoch 1980 | loss: 0.0312048 | val_loss: 0.0312203 | Time: 5335.64 ms [2022-03-22 07:07:20 main:574] : INFO : Epoch 1981 | loss: 0.0312073 | val_loss: 0.0312026 | Time: 5335.25 ms [2022-03-22 07:07:25 main:574] : INFO : Epoch 1982 | loss: 0.031203 | val_loss: 0.0312037 | Time: 5343.67 ms [2022-03-22 07:07:30 main:574] : INFO : Epoch 1983 | loss: 0.0312044 | val_loss: 0.0312024 | Time: 5338.24 ms [2022-03-22 07:07:36 main:574] : INFO : Epoch 1984 | loss: 0.031205 | val_loss: 0.0312058 | Time: 5314.16 ms [2022-03-22 07:07:41 main:574] : INFO : Epoch 1985 | loss: 0.0312037 | val_loss: 0.0312084 | Time: 5409.55 ms [2022-03-22 07:07:46 main:574] : INFO : Epoch 1986 | loss: 0.0312061 | val_loss: 0.0312053 | Time: 5359.87 ms [2022-03-22 07:07:52 main:574] : INFO : Epoch 1987 | loss: 0.0312043 | val_loss: 0.0312105 | Time: 5374.89 ms [2022-03-22 07:07:57 main:574] : INFO : Epoch 1988 | loss: 0.0312038 | val_loss: 0.0312031 | Time: 5338.31 ms [2022-03-22 07:08:02 main:574] : INFO : Epoch 1989 | loss: 0.0312052 | val_loss: 0.0312046 | Time: 5319.79 ms [2022-03-22 07:08:08 main:574] : INFO : Epoch 1990 | loss: 0.0312086 | val_loss: 0.0312044 | Time: 5392.5 ms [2022-03-22 07:08:13 main:574] : INFO : Epoch 1991 | loss: 0.0312038 | val_loss: 0.0312054 | Time: 5342.85 ms [2022-03-22 07:08:19 main:574] : INFO : Epoch 1992 | loss: 0.0312051 | val_loss: 0.031205 | Time: 5518.28 ms [2022-03-22 07:08:24 main:574] : INFO : Epoch 1993 | loss: 0.0312037 | val_loss: 0.0312036 | Time: 5328.73 ms [2022-03-22 07:08:29 main:574] : INFO : Epoch 1994 | loss: 0.0312049 | val_loss: 0.0312033 | Time: 5331.56 ms [2022-03-22 07:08:35 main:574] : INFO : Epoch 1995 | loss: 0.0312032 | val_loss: 0.0312086 | Time: 5318.84 ms [2022-03-22 07:08:40 main:574] : INFO : Epoch 1996 | loss: 0.0312062 | val_loss: 0.0312026 | Time: 5325.4 ms [2022-03-22 07:08:45 main:574] : INFO : Epoch 1997 | loss: 0.031207 | val_loss: 0.0312096 | Time: 5326.8 ms [2022-03-22 07:08:51 main:574] : INFO : Epoch 1998 | loss: 0.0312073 | val_loss: 0.0312076 | Time: 5288.57 ms [2022-03-22 07:08:56 main:574] : INFO : Epoch 1999 | loss: 0.0312087 | val_loss: 0.0312034 | Time: 5369.14 ms [2022-03-22 07:09:01 main:574] : INFO : Epoch 2000 | loss: 0.0312027 | val_loss: 0.0312027 | Time: 5352.58 ms [2022-03-22 07:09:07 main:574] : INFO : Epoch 2001 | loss: 0.0312025 | val_loss: 0.0312014 | Time: 5348.67 ms [2022-03-22 07:09:12 main:574] : INFO : Epoch 2002 | loss: 0.0312034 | val_loss: 0.0312059 | Time: 5377.75 ms [2022-03-22 07:09:17 main:574] : INFO : Epoch 2003 | loss: 0.0312037 | val_loss: 0.0312039 | Time: 5311.49 ms [2022-03-22 07:09:23 main:574] : INFO : Epoch 2004 | loss: 0.031206 | val_loss: 0.0312032 | Time: 5372.01 ms [2022-03-22 07:09:28 main:574] : INFO : Epoch 2005 | loss: 0.0312061 | val_loss: 0.0312029 | Time: 5363.94 ms [2022-03-22 07:09:34 main:574] : INFO : Epoch 2006 | loss: 0.0312077 | val_loss: 0.0312057 | Time: 5414.62 ms [2022-03-22 07:09:39 main:574] : INFO : Epoch 2007 | loss: 0.0312042 | val_loss: 0.0312026 | Time: 5714.34 ms [2022-03-22 07:09:45 main:574] : INFO : Epoch 2008 | loss: 0.0312027 | val_loss: 0.0312014 | Time: 5565.08 ms [2022-03-22 07:09:50 main:574] : INFO : Epoch 2009 | loss: 0.0312033 | val_loss: 0.0312034 | Time: 5323.09 ms [2022-03-22 07:09:56 main:574] : INFO : Epoch 2010 | loss: 0.0312029 | val_loss: 0.0312099 | Time: 5338.82 ms [2022-03-22 07:10:01 main:574] : INFO : Epoch 2011 | loss: 0.0312047 | val_loss: 0.0312045 | Time: 5298.35 ms [2022-03-22 07:10:06 main:574] : INFO : Epoch 2012 | loss: 0.0312048 | val_loss: 0.031202 | Time: 5313.21 ms [2022-03-22 07:10:12 main:574] : INFO : Epoch 2013 | loss: 0.0312034 | val_loss: 0.0312015 | Time: 5362.41 ms [2022-03-22 07:10:17 main:574] : INFO : Epoch 2014 | loss: 0.0312036 | val_loss: 0.0312099 | Time: 5390.8 ms [2022-03-22 07:10:22 main:574] : INFO : Epoch 2015 | loss: 0.0312043 | val_loss: 0.0312133 | Time: 5418.33 ms [2022-03-22 07:10:28 main:574] : INFO : Epoch 2016 | loss: 0.031206 | val_loss: 0.0312022 | Time: 5307.41 ms [2022-03-22 07:10:33 main:574] : INFO : Epoch 2017 | loss: 0.0312081 | val_loss: 0.0312022 | Time: 5394.05 ms [2022-03-22 07:10:39 main:574] : INFO : Epoch 2018 | loss: 0.031204 | val_loss: 0.0312028 | Time: 5492.07 ms [2022-03-22 07:10:44 main:574] : INFO : Epoch 2019 | loss: 0.0312046 | val_loss: 0.0312044 | Time: 5318.61 ms [2022-03-22 07:10:49 main:574] : INFO : Epoch 2020 | loss: 0.0312052 | val_loss: 0.0312026 | Time: 5333.29 ms [2022-03-22 07:10:55 main:574] : INFO : Epoch 2021 | loss: 0.0312032 | val_loss: 0.0312034 | Time: 5396.22 ms [2022-03-22 07:11:00 main:574] : INFO : Epoch 2022 | loss: 0.0312069 | val_loss: 0.0312163 | Time: 5346.19 ms [2022-03-22 07:11:05 main:574] : INFO : Epoch 2023 | loss: 0.0312099 | val_loss: 0.0312137 | Time: 5413.84 ms [2022-03-22 07:11:11 main:574] : INFO : Epoch 2024 | loss: 0.0312056 | val_loss: 0.0312033 | Time: 5387.77 ms [2022-03-22 07:11:16 main:574] : INFO : Epoch 2025 | loss: 0.0312025 | val_loss: 0.0312055 | Time: 5323.74 ms [2022-03-22 07:11:22 main:574] : INFO : Epoch 2026 | loss: 0.0312035 | val_loss: 0.0312017 | Time: 5387.4 ms [2022-03-22 07:11:27 main:574] : INFO : Epoch 2027 | loss: 0.0312044 | val_loss: 0.0312023 | Time: 5831.27 ms [2022-03-22 07:11:33 main:574] : INFO : Epoch 2028 | loss: 0.0312034 | val_loss: 0.0312035 | Time: 5345.52 ms [2022-03-22 07:11:38 main:574] : INFO : Epoch 2029 | loss: 0.0312029 | val_loss: 0.0312028 | Time: 5295.13 ms [2022-03-22 07:11:43 main:574] : INFO : Epoch 2030 | loss: 0.0312066 | val_loss: 0.0312126 | Time: 5378.56 ms [2022-03-22 07:11:49 main:574] : INFO : Epoch 2031 | loss: 0.0312042 | val_loss: 0.0312024 | Time: 5354.65 ms [2022-03-22 07:11:54 main:574] : INFO : Epoch 2032 | loss: 0.0312043 | val_loss: 0.0312039 | Time: 5343.06 ms [2022-03-22 07:11:59 main:574] : INFO : Epoch 2033 | loss: 0.031203 | val_loss: 0.0312019 | Time: 5351.73 ms [2022-03-22 07:12:05 main:574] : INFO : Epoch 2034 | loss: 0.0312016 | val_loss: 0.0312013 | Time: 5574.45 ms [2022-03-22 07:12:10 main:574] : INFO : Epoch 2035 | loss: 0.0312017 | val_loss: 0.0312021 | Time: 5327.17 ms [2022-03-22 07:12:16 main:574] : INFO : Epoch 2036 | loss: 0.0312022 | val_loss: 0.0312044 | Time: 5362.78 ms [2022-03-22 07:12:21 main:574] : INFO : Epoch 2037 | loss: 0.0312038 | val_loss: 0.0312019 | Time: 5332.47 ms [2022-03-22 07:12:27 main:574] : INFO : Epoch 2038 | loss: 0.0312026 | val_loss: 0.031202 | Time: 5769.15 ms [2022-03-22 07:12:32 main:574] : INFO : Epoch 2039 | loss: 0.0312035 | val_loss: 0.0312009 | Time: 5379.3 ms [2022-03-22 07:12:38 main:574] : INFO : Epoch 2040 | loss: 0.0312018 | val_loss: 0.0312011 | Time: 5290.44 ms [2022-03-22 07:12:43 main:574] : INFO : Epoch 2041 | loss: 0.0312017 | val_loss: 0.0312013 | Time: 5347.93 ms [2022-03-22 07:12:48 main:574] : INFO : Epoch 2042 | loss: 0.0312015 | val_loss: 0.0312017 | Time: 5420.18 ms [2022-03-22 07:12:54 main:574] : INFO : Epoch 2043 | loss: 0.0312017 | val_loss: 0.0312029 | Time: 5377.35 ms [2022-03-22 07:12:59 main:574] : INFO : Epoch 2044 | loss: 0.0312018 | val_loss: 0.0312018 | Time: 5341.85 ms [2022-03-22 07:13:04 main:574] : INFO : Epoch 2045 | loss: 0.0312048 | val_loss: 0.0312041 | Time: 5345.91 ms [2022-03-22 07:13:10 main:574] : INFO : Epoch 2046 | loss: 0.0312029 | val_loss: 0.031207 | Time: 5285.28 ms [2022-03-22 07:13:15 main:574] : INFO : Epoch 2047 | loss: 0.0312077 | val_loss: 0.031204 | Time: 5346.67 ms [2022-03-22 07:13:20 main:574] : INFO : Epoch 2048 | loss: 0.0312023 | val_loss: 0.0312007 | Time: 5300.83 ms [2022-03-22 07:13:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312007 [2022-03-22 07:13:20 main:603] : INFO : Saving end state to config to file [2022-03-22 07:13:20 main:608] : INFO : Success, exiting.. 07:13:20 (3920): 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)