Task 14247494
| Name | ParityModified-1647046414-31479-2-0_1 |
| Workunit | 11013218 |
| Created | 2 Apr 2022, 12:42:03 UTC |
| Sent | 2 Apr 2022, 14:53:52 UTC |
| Report deadline | 10 Apr 2022, 14:53:52 UTC |
| Received | 2 Apr 2022, 21:40:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 7 min 11 sec |
| CPU time | 3 hours 6 min 20 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> in:574] : INFO : Epoch 1542 | loss: 0.0311594 | val_loss: 0.0311764 | Time: 5491.78 ms [2022-04-02 13:26:36 main:574] : INFO : Epoch 1543 | loss: 0.0311563 | val_loss: 0.0311729 | Time: 5470.59 ms [2022-04-02 13:26:42 main:574] : INFO : Epoch 1544 | loss: 0.0311556 | val_loss: 0.0311713 | Time: 5437.65 ms [2022-04-02 13:26:47 main:574] : INFO : Epoch 1545 | loss: 0.0311551 | val_loss: 0.0311725 | Time: 5417.36 ms [2022-04-02 13:26:53 main:574] : INFO : Epoch 1546 | loss: 0.031156 | val_loss: 0.0311694 | Time: 5737.59 ms [2022-04-02 13:26:59 main:574] : INFO : Epoch 1547 | loss: 0.0311524 | val_loss: 0.0311704 | Time: 5449.03 ms [2022-04-02 13:27:04 main:574] : INFO : Epoch 1548 | loss: 0.0311531 | val_loss: 0.0311743 | Time: 5436.03 ms [2022-04-02 13:27:09 main:574] : INFO : Epoch 1549 | loss: 0.0311557 | val_loss: 0.0311691 | Time: 5478.08 ms [2022-04-02 13:27:15 main:574] : INFO : Epoch 1550 | loss: 0.0311551 | val_loss: 0.0311707 | Time: 5409.6 ms [2022-04-02 13:27:20 main:574] : INFO : Epoch 1551 | loss: 0.0311518 | val_loss: 0.0311676 | Time: 5416.13 ms [2022-04-02 13:27:26 main:574] : INFO : Epoch 1552 | loss: 0.0311508 | val_loss: 0.0311713 | Time: 5436.24 ms [2022-04-02 13:27:31 main:574] : INFO : Epoch 1553 | loss: 0.0311519 | val_loss: 0.0311682 | Time: 5541.19 ms [2022-04-02 13:27:37 main:574] : INFO : Epoch 1554 | loss: 0.0311572 | val_loss: 0.0311715 | Time: 5504.42 ms [2022-04-02 13:27:42 main:574] : INFO : Epoch 1555 | loss: 0.0311553 | val_loss: 0.0311719 | Time: 5427.85 ms [2022-04-02 13:27:48 main:574] : INFO : Epoch 1556 | loss: 0.0311512 | val_loss: 0.0311675 | Time: 5397.88 ms [2022-04-02 13:27:53 main:574] : INFO : Epoch 1557 | loss: 0.0311508 | val_loss: 0.0311671 | Time: 5407.77 ms [2022-04-02 13:27:59 main:574] : INFO : Epoch 1558 | loss: 0.0311538 | val_loss: 0.0311698 | Time: 5471.96 ms [2022-04-02 13:28:04 main:574] : INFO : Epoch 1559 | loss: 0.0311557 | val_loss: 0.0311679 | Time: 5466.52 ms [2022-04-02 13:28:09 main:574] : INFO : Epoch 1560 | loss: 0.0311596 | val_loss: 0.0311749 | Time: 5405.06 ms [2022-04-02 13:28:15 main:574] : INFO : Epoch 1561 | loss: 0.035057 | val_loss: 0.0400235 | Time: 5435.36 ms [2022-04-02 13:28:20 main:574] : INFO : Epoch 1562 | loss: 0.0371701 | val_loss: 0.0424677 | Time: 5414.41 ms [2022-04-02 13:28:26 main:574] : INFO : Epoch 1563 | loss: 0.0332622 | val_loss: 0.0314016 | Time: 5377.61 ms [2022-04-02 13:28:31 main:574] : INFO : Epoch 1564 | loss: 0.031397 | val_loss: 0.0312436 | Time: 5542.24 ms [2022-04-02 13:28:37 main:574] : INFO : Epoch 1565 | loss: 0.0312554 | val_loss: 0.0312282 | Time: 5579.22 ms [2022-04-02 13:28:42 main:574] : INFO : Epoch 1566 | loss: 0.0312214 | val_loss: 0.0312139 | Time: 5394.09 ms [2022-04-02 13:28:48 main:574] : INFO : Epoch 1567 | loss: 0.0312125 | val_loss: 0.0312069 | Time: 5424.55 ms [2022-04-02 13:28:53 main:574] : INFO : Epoch 1568 | loss: 0.0312079 | val_loss: 0.0312026 | Time: 5485.67 ms [2022-04-02 13:28:59 main:574] : INFO : Epoch 1569 | loss: 0.0312049 | val_loss: 0.0312002 | Time: 5375.83 ms [2022-04-02 13:29:04 main:574] : INFO : Epoch 1570 | loss: 0.0312019 | val_loss: 0.0311972 | Time: 5447.56 ms [2022-04-02 13:29:09 main:574] : INFO : Epoch 1571 | loss: 0.0312001 | val_loss: 0.0311954 | Time: 5421.45 ms [2022-04-02 13:29:15 main:574] : INFO : Epoch 1572 | loss: 0.0311979 | val_loss: 0.0311933 | Time: 5407.64 ms [2022-04-02 13:29:20 main:574] : INFO : Epoch 1573 | loss: 0.031197 | val_loss: 0.0311927 | Time: 5483.95 ms [2022-04-02 13:29:26 main:574] : INFO : Epoch 1574 | loss: 0.0311959 | val_loss: 0.0311915 | Time: 5444.13 ms [2022-04-02 13:29:31 main:574] : INFO : Epoch 1575 | loss: 0.0311957 | val_loss: 0.0311913 | Time: 5398.54 ms [2022-04-02 13:29:37 main:574] : INFO : Epoch 1576 | loss: 0.0311952 | val_loss: 0.0311916 | Time: 5738.57 ms [2022-04-02 13:29:43 main:574] : INFO : Epoch 1577 | loss: 0.0311949 | val_loss: 0.03119 | Time: 6092.09 ms [2022-04-02 13:29:48 main:574] : INFO : Epoch 1578 | loss: 0.0311948 | val_loss: 0.0311908 | Time: 5409.61 ms [2022-04-02 13:29:54 main:574] : INFO : Epoch 1579 | loss: 0.0311944 | val_loss: 0.0311901 | Time: 5417.49 ms [2022-04-02 13:29:59 main:574] : INFO : Epoch 1580 | loss: 0.0311944 | val_loss: 0.0311905 | Time: 5411.53 ms [2022-04-02 13:30:05 main:574] : INFO : Epoch 1581 | loss: 0.0311941 | val_loss: 0.0311911 | Time: 5414.61 ms [2022-04-02 13:30:10 main:574] : INFO : Epoch 1582 | loss: 0.0311932 | val_loss: 0.0311889 | Time: 5574.41 ms [2022-04-02 13:30:16 main:574] : INFO : Epoch 1583 | loss: 0.0311918 | val_loss: 0.0311883 | Time: 5636.72 ms [2022-04-02 13:30:21 main:574] : INFO : Epoch 1584 | loss: 0.0311912 | val_loss: 0.0311887 | Time: 5373.74 ms [2022-04-02 13:30:27 main:574] : INFO : Epoch 1585 | loss: 0.0311907 | val_loss: 0.0311869 | Time: 5512.62 ms [2022-04-02 13:30:32 main:574] : INFO : Epoch 1586 | loss: 0.0311896 | val_loss: 0.0311861 | Time: 5378.88 ms [2022-04-02 13:30:38 main:574] : INFO : Epoch 1587 | loss: 0.0311886 | val_loss: 0.0311853 | Time: 5459.63 ms [2022-04-02 13:30:44 main:574] : INFO : Epoch 1588 | loss: 0.0311882 | val_loss: 0.0311853 | Time: 5874.67 ms [2022-04-02 13:30:49 main:574] : INFO : Epoch 1589 | loss: 0.031186 | val_loss: 0.0311813 | Time: 5677.37 ms [2022-04-02 13:30:55 main:574] : INFO : Epoch 1590 | loss: 0.0311825 | val_loss: 0.0311797 | Time: 5389.7 ms [2022-04-02 13:31:00 main:574] : INFO : Epoch 1591 | loss: 0.0311804 | val_loss: 0.0311777 | Time: 5386.55 ms [2022-04-02 13:31:05 main:574] : INFO : Epoch 1592 | loss: 0.0311788 | val_loss: 0.0311764 | Time: 5399.87 ms [2022-04-02 13:31:11 main:574] : INFO : Epoch 1593 | loss: 0.0311781 | val_loss: 0.0311771 | Time: 5459.91 ms [2022-04-02 13:31:16 main:574] : INFO : Epoch 1594 | loss: 0.0311778 | val_loss: 0.0311755 | Time: 5398.78 ms [2022-04-02 13:31:22 main:574] : INFO : Epoch 1595 | loss: 0.0311762 | val_loss: 0.0311745 | Time: 5368.52 ms [2022-04-02 13:31:27 main:574] : INFO : Epoch 1596 | loss: 0.0311759 | val_loss: 0.031175 | Time: 5380.39 ms [2022-04-02 13:31:32 main:574] : INFO : Epoch 1597 | loss: 0.0311758 | val_loss: 0.0311741 | Time: 5375.38 ms [2022-04-02 13:31:38 main:574] : INFO : Epoch 1598 | loss: 0.0311751 | val_loss: 0.0311735 | Time: 5408.17 ms [2022-04-02 13:31:43 main:574] : INFO : Epoch 1599 | loss: 0.0311738 | val_loss: 0.0311733 | Time: 5401.05 ms [2022-04-02 13:31:49 main:574] : INFO : Epoch 1600 | loss: 0.0311731 | val_loss: 0.0311726 | Time: 5378.83 ms [2022-04-02 13:31:54 main:574] : INFO : Epoch 1601 | loss: 0.0311732 | val_loss: 0.0311726 | Time: 5461.78 ms [2022-04-02 13:32:00 main:574] : INFO : Epoch 1602 | loss: 0.0311729 | val_loss: 0.0311729 | Time: 5403.12 ms [2022-04-02 13:32:06 main:574] : INFO : Epoch 1603 | loss: 0.0311728 | val_loss: 0.0311747 | Time: 6019.19 ms [2022-04-02 13:32:11 main:574] : INFO : Epoch 1604 | loss: 0.0311724 | val_loss: 0.0311723 | Time: 5606.2 ms [2022-04-02 13:32:17 main:574] : INFO : Epoch 1605 | loss: 0.0311715 | val_loss: 0.0311717 | Time: 5398.05 ms [2022-04-02 13:32:22 main:574] : INFO : Epoch 1606 | loss: 0.0311708 | val_loss: 0.0311715 | Time: 5459.82 ms [2022-04-02 13:32:27 main:574] : INFO : Epoch 1607 | loss: 0.0311702 | val_loss: 0.0311707 | Time: 5359.26 ms [2022-04-02 13:32:33 main:574] : INFO : Epoch 1608 | loss: 0.0311701 | val_loss: 0.0311714 | Time: 5364 ms [2022-04-02 13:32:38 main:574] : INFO : Epoch 1609 | loss: 0.0311705 | val_loss: 0.0311717 | Time: 5424.41 ms [2022-04-02 13:32:44 main:574] : INFO : Epoch 1610 | loss: 0.0311696 | val_loss: 0.031172 | Time: 5483.05 ms [2022-04-02 13:32:49 main:574] : INFO : Epoch 1611 | loss: 0.0311689 | val_loss: 0.0311733 | Time: 5406.21 ms [2022-04-02 13:32:55 main:574] : INFO : Epoch 1612 | loss: 0.0311705 | val_loss: 0.0311722 | Time: 5471.86 ms [2022-04-02 13:33:00 main:574] : INFO : Epoch 1613 | loss: 0.0311717 | val_loss: 0.0311719 | Time: 5381.86 ms [2022-04-02 13:33:05 main:574] : INFO : Epoch 1614 | loss: 0.0311723 | val_loss: 0.0311713 | Time: 5423.89 ms [2022-04-02 13:33:11 main:574] : INFO : Epoch 1615 | loss: 0.0311701 | val_loss: 0.0311699 | Time: 5430.17 ms [2022-04-02 13:33:16 main:574] : INFO : Epoch 1616 | loss: 0.0311698 | val_loss: 0.0311713 | Time: 5389.99 ms [2022-04-02 13:33:22 main:574] : INFO : Epoch 1617 | loss: 0.0311697 | val_loss: 0.0311702 | Time: 5449.47 ms [2022-04-02 13:33:27 main:574] : INFO : Epoch 1618 | loss: 0.031169 | val_loss: 0.0311699 | Time: 5398.58 ms [2022-04-02 13:33:33 main:574] : INFO : Epoch 1619 | loss: 0.0311677 | val_loss: 0.0311698 | Time: 5616.57 ms [2022-04-02 13:33:38 main:574] : INFO : Epoch 1620 | loss: 0.0311687 | val_loss: 0.03117 | Time: 5426.55 ms [2022-04-02 13:33:44 main:574] : INFO : Epoch 1621 | loss: 0.031168 | val_loss: 0.0311708 | Time: 5407.1 ms [2022-04-02 13:33:49 main:574] : INFO : Epoch 1622 | loss: 0.0311686 | val_loss: 0.0311698 | Time: 5379.15 ms [2022-04-02 13:33:54 main:574] : INFO : Epoch 1623 | loss: 0.031167 | val_loss: 0.0311688 | Time: 5410.2 ms [2022-04-02 13:34:00 main:574] : INFO : Epoch 1624 | loss: 0.0311666 | val_loss: 0.0311706 | Time: 5408.56 ms [2022-04-02 13:34:05 main:574] : INFO : Epoch 1625 | loss: 0.0311675 | val_loss: 0.0311714 | Time: 5626.17 ms [2022-04-02 13:34:11 main:574] : INFO : Epoch 1626 | loss: 0.0311659 | val_loss: 0.0311689 | Time: 5767.31 ms [2022-04-02 13:34:17 main:574] : INFO : Epoch 1627 | loss: 0.0311651 | val_loss: 0.0311682 | Time: 5420.49 ms [2022-04-02 13:34:22 main:574] : INFO : Epoch 1628 | loss: 0.0311655 | val_loss: 0.031168 | Time: 5718.48 ms [2022-04-02 13:34:28 main:574] : INFO : Epoch 1629 | loss: 0.0311662 | val_loss: 0.0311705 | Time: 5712.93 ms [2022-04-02 13:34:34 main:574] : INFO : Epoch 1630 | loss: 0.0311677 | val_loss: 0.0311703 | Time: 5460.07 ms [2022-04-02 13:34:39 main:574] : INFO : Epoch 1631 | loss: 0.0311661 | val_loss: 0.0311684 | Time: 5363.36 ms [2022-04-02 13:34:44 main:574] : INFO : Epoch 1632 | loss: 0.0311646 | val_loss: 0.0311686 | Time: 5371.66 ms [2022-04-02 13:34:50 main:574] : INFO : Epoch 1633 | loss: 0.0311655 | val_loss: 0.031169 | Time: 5403.4 ms [2022-04-02 13:34:55 main:574] : INFO : Epoch 1634 | loss: 0.0311655 | val_loss: 0.0311699 | Time: 5442.57 ms [2022-04-02 13:35:01 main:574] : INFO : Epoch 1635 | loss: 0.0311648 | val_loss: 0.0311692 | Time: 5407.66 ms [2022-04-02 13:35:06 main:574] : INFO : Epoch 1636 | loss: 0.0311651 | val_loss: 0.0311683 | Time: 5453.61 ms [2022-04-02 13:35:11 main:574] : INFO : Epoch 1637 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 5373.55 ms [2022-04-02 13:35:17 main:574] : INFO : Epoch 1638 | loss: 0.0311663 | val_loss: 0.0311742 | Time: 5401.25 ms [2022-04-02 13:35:22 main:574] : INFO : Epoch 1639 | loss: 0.0311652 | val_loss: 0.0311683 | Time: 5621.23 ms [2022-04-02 13:35:28 main:574] : INFO : Epoch 1640 | loss: 0.0311649 | val_loss: 0.0311668 | Time: 5653.02 ms [2022-04-02 13:35:34 main:574] : INFO : Epoch 1641 | loss: 0.0311648 | val_loss: 0.0311668 | Time: 5436.02 ms [2022-04-02 13:35:40 main:574] : INFO : Epoch 1642 | loss: 0.0311646 | val_loss: 0.0311672 | Time: 6056.72 ms [2022-04-02 13:35:45 main:574] : INFO : Epoch 1643 | loss: 0.0311644 | val_loss: 0.0311667 | Time: 5413.36 ms [2022-04-02 13:35:50 main:574] : INFO : Epoch 1644 | loss: 0.0311637 | val_loss: 0.0311672 | Time: 5470.74 ms [2022-04-02 13:35:56 main:574] : INFO : Epoch 1645 | loss: 0.0311629 | val_loss: 0.031166 | Time: 5389.11 ms [2022-04-02 13:36:01 main:574] : INFO : Epoch 1646 | loss: 0.0311628 | val_loss: 0.0311675 | Time: 5406.18 ms [2022-04-02 13:36:07 main:574] : INFO : Epoch 1647 | loss: 0.0311639 | val_loss: 0.0311678 | Time: 5422.43 ms [2022-04-02 13:36:12 main:574] : INFO : Epoch 1648 | loss: 0.0311642 | val_loss: 0.0311686 | Time: 5406.2 ms [2022-04-02 13:36:18 main:574] : INFO : Epoch 1649 | loss: 0.0311638 | val_loss: 0.0311652 | Time: 5400.61 ms [2022-04-02 13:36:23 main:574] : INFO : Epoch 1650 | loss: 0.0311636 | val_loss: 0.0311671 | Time: 5414.52 ms [2022-04-02 13:36:28 main:574] : INFO : Epoch 1651 | loss: 0.0311651 | val_loss: 0.0311687 | Time: 5454.85 ms [2022-04-02 13:36:34 main:574] : INFO : Epoch 1652 | loss: 0.0311658 | val_loss: 0.0311652 | Time: 5442.96 ms [2022-04-02 13:36:39 main:574] : INFO : Epoch 1653 | loss: 0.0311634 | val_loss: 0.0311668 | Time: 5606.5 ms [2022-04-02 13:36:45 main:574] : INFO : Epoch 1654 | loss: 0.0311629 | val_loss: 0.0311663 | Time: 5671.47 ms [2022-04-02 13:36:51 main:574] : INFO : Epoch 1655 | loss: 0.031165 | val_loss: 0.0311678 | Time: 5445.44 ms [2022-04-02 13:36:56 main:574] : INFO : Epoch 1656 | loss: 0.0311641 | val_loss: 0.0311652 | Time: 5439.59 ms [2022-04-02 13:37:01 main:574] : INFO : Epoch 1657 | loss: 0.0311634 | val_loss: 0.0311637 | Time: 5409.45 ms [2022-04-02 13:37:07 main:574] : INFO : Epoch 1658 | loss: 0.0311619 | val_loss: 0.0311647 | Time: 5428.53 ms [2022-04-02 13:37:12 main:574] : INFO : Epoch 1659 | loss: 0.0311675 | val_loss: 0.0311705 | Time: 5390.41 ms [2022-04-02 13:37:18 main:574] : INFO : Epoch 1660 | loss: 0.0311701 | val_loss: 0.0311662 | Time: 5601.2 ms [2022-04-02 13:37:24 main:574] : INFO : Epoch 1661 | loss: 0.0311673 | val_loss: 0.031169 | Time: 5628.4 ms [2022-04-02 13:37:29 main:574] : INFO : Epoch 1662 | loss: 0.0311658 | val_loss: 0.0311659 | Time: 5436.54 ms [2022-04-02 13:37:34 main:574] : INFO : Epoch 1663 | loss: 0.0311652 | val_loss: 0.0311643 | Time: 5471.25 ms [2022-04-02 13:37:40 main:574] : INFO : Epoch 1664 | loss: 0.0311638 | val_loss: 0.031168 | Time: 5396.51 ms [2022-04-02 13:37:45 main:574] : INFO : Epoch 1665 | loss: 0.0311638 | val_loss: 0.0311676 | Time: 5421.67 ms [2022-04-02 13:37:51 main:574] : INFO : Epoch 1666 | loss: 0.0311627 | val_loss: 0.0311647 | Time: 5436.02 ms [2022-04-02 13:37:57 main:574] : INFO : Epoch 1667 | loss: 0.0311622 | val_loss: 0.0311637 | Time: 5831.32 ms [2022-04-02 13:38:02 main:574] : INFO : Epoch 1668 | loss: 0.0311633 | val_loss: 0.0311651 | Time: 5454.77 ms [2022-04-02 13:38:08 main:574] : INFO : Epoch 1669 | loss: 0.0311624 | val_loss: 0.0311635 | Time: 5785.84 ms [2022-04-02 13:38:13 main:574] : INFO : Epoch 1670 | loss: 0.0311614 | val_loss: 0.0311637 | Time: 5514.5 ms [2022-04-02 13:38:19 main:574] : INFO : Epoch 1671 | loss: 0.0311625 | val_loss: 0.0311725 | Time: 5471.95 ms [2022-04-02 13:38:24 main:574] : INFO : Epoch 1672 | loss: 0.0311677 | val_loss: 0.0311632 | Time: 5431.41 ms [2022-04-02 13:38:30 main:574] : INFO : Epoch 1673 | loss: 0.0311631 | val_loss: 0.0311625 | Time: 5440.28 ms [2022-04-02 13:38:35 main:574] : INFO : Epoch 1674 | loss: 0.0311602 | val_loss: 0.031164 | Time: 5426.14 ms [2022-04-02 13:38:41 main:574] : INFO : Epoch 1675 | loss: 0.0311623 | val_loss: 0.0311664 | Time: 5450.24 ms [2022-04-02 13:38:46 main:574] : INFO : Epoch 1676 | loss: 0.0311639 | val_loss: 0.0311651 | Time: 5467 ms [2022-04-02 13:38:52 main:574] : INFO : Epoch 1677 | loss: 0.0311613 | val_loss: 0.0311644 | Time: 5463.76 ms [2022-04-02 13:38:57 main:574] : INFO : Epoch 1678 | loss: 0.0311592 | val_loss: 0.0311645 | Time: 5418.93 ms [2022-04-02 13:39:02 main:574] : INFO : Epoch 1679 | loss: 0.0311598 | val_loss: 0.0311632 | Time: 5487.54 ms [2022-04-02 13:39:08 main:574] : INFO : Epoch 1680 | loss: 0.0311588 | val_loss: 0.0311638 | Time: 5507.89 ms [2022-04-02 13:39:13 main:574] : INFO : Epoch 1681 | loss: 0.0311591 | val_loss: 0.0311629 | Time: 5432.93 ms [2022-04-02 13:39:19 main:574] : INFO : Epoch 1682 | loss: 0.0311597 | val_loss: 0.0311659 | Time: 5413.55 ms [2022-04-02 13:39:24 main:574] : INFO : Epoch 1683 | loss: 0.0311595 | val_loss: 0.0311648 | Time: 5457.59 ms [2022-04-02 13:39:30 main:574] : INFO : Epoch 1684 | loss: 0.0311606 | val_loss: 0.0311682 | Time: 5431.68 ms [2022-04-02 13:39:35 main:574] : INFO : Epoch 1685 | loss: 0.0311591 | val_loss: 0.0311671 | Time: 5500.74 ms [2022-04-02 13:39:41 main:574] : INFO : Epoch 1686 | loss: 0.0311608 | val_loss: 0.0311657 | Time: 5429.04 ms [2022-04-02 13:39:46 main:574] : INFO : Epoch 1687 | loss: 0.0311591 | val_loss: 0.0311673 | Time: 5485.34 ms [2022-04-02 13:39:52 main:574] : INFO : Epoch 1688 | loss: 0.0311586 | val_loss: 0.0311647 | Time: 5452.5 ms [2022-04-02 13:39:57 main:574] : INFO : Epoch 1689 | loss: 0.0311595 | val_loss: 0.0311675 | Time: 5463.2 ms [2022-04-02 13:40:03 main:574] : INFO : Epoch 1690 | loss: 0.0311622 | val_loss: 0.0311664 | Time: 5425.87 ms [2022-04-02 13:40:08 main:574] : INFO : Epoch 1691 | loss: 0.0311636 | val_loss: 0.0311696 | Time: 5391.45 ms [2022-04-02 13:40:13 main:574] : INFO : Epoch 1692 | loss: 0.0311609 | val_loss: 0.0311659 | Time: 5401.63 ms [2022-04-02 13:40:19 main:574] : INFO : Epoch 1693 | loss: 0.0311592 | val_loss: 0.0311646 | Time: 5436.41 ms [2022-04-02 13:40:24 main:574] : INFO : Epoch 1694 | loss: 0.0311592 | val_loss: 0.0311669 | Time: 5415.28 ms [2022-04-02 13:40:30 main:574] : INFO : Epoch 1695 | loss: 0.0311584 | val_loss: 0.0311639 | Time: 5427.84 ms [2022-04-02 13:40:35 main:574] : INFO : Epoch 1696 | loss: 0.031158 | val_loss: 0.0311711 | Time: 5452.54 ms [2022-04-02 13:40:40 main:574] : INFO : Epoch 1697 | loss: 0.0311611 | val_loss: 0.0311645 | Time: 5393.4 ms [2022-04-02 13:40:46 main:574] : INFO : Epoch 1698 | loss: 0.0311587 | val_loss: 0.0311667 | Time: 5371.02 ms [2022-04-02 13:40:51 main:574] : INFO : Epoch 1699 | loss: 0.0311592 | val_loss: 0.0311645 | Time: 5582.29 ms [2022-04-02 13:40:57 main:574] : INFO : Epoch 1700 | loss: 0.0311603 | val_loss: 0.0311668 | Time: 5754.92 ms [2022-04-02 13:41:03 main:574] : INFO : Epoch 1701 | loss: 0.0311608 | val_loss: 0.0311649 | Time: 5428.61 ms [2022-04-02 13:41:08 main:574] : INFO : Epoch 1702 | loss: 0.0311587 | val_loss: 0.0311642 | Time: 5475.02 ms [2022-04-02 13:41:14 main:574] : INFO : Epoch 1703 | loss: 0.031159 | val_loss: 0.0311647 | Time: 5448.6 ms [2022-04-02 13:41:19 main:574] : INFO : Epoch 1704 | loss: 0.03116 | val_loss: 0.0311676 | Time: 5425.83 ms [2022-04-02 13:41:24 main:574] : INFO : Epoch 1705 | loss: 0.0311601 | val_loss: 0.0311609 | Time: 5433.98 ms [2022-04-02 13:41:30 main:574] : INFO : Epoch 1706 | loss: 0.0311618 | val_loss: 0.0311719 | Time: 5413.14 ms [2022-04-02 13:41:35 main:574] : INFO : Epoch 1707 | loss: 0.0311602 | val_loss: 0.0311644 | Time: 5438.53 ms [2022-04-02 13:41:41 main:574] : INFO : Epoch 1708 | loss: 0.0311585 | val_loss: 0.0311633 | Time: 5414.83 ms [2022-04-02 13:41:46 main:574] : INFO : Epoch 1709 | loss: 0.0311607 | val_loss: 0.0311643 | Time: 5393.14 ms [2022-04-02 13:41:52 main:574] : INFO : Epoch 1710 | loss: 0.0311614 | val_loss: 0.0311672 | Time: 5426.41 ms [2022-04-02 13:41:57 main:574] : INFO : Epoch 1711 | loss: 0.0311585 | val_loss: 0.0311625 | Time: 5432.11 ms [2022-04-02 13:42:02 main:574] : INFO : Epoch 1712 | loss: 0.031159 | val_loss: 0.0311628 | Time: 5457 ms [2022-04-02 13:42:08 main:574] : INFO : Epoch 1713 | loss: 0.0311566 | val_loss: 0.0311639 | Time: 5451.03 ms [2022-04-02 13:42:13 main:574] : INFO : Epoch 1714 | loss: 0.0311576 | val_loss: 0.03117 | Time: 5447.67 ms [2022-04-02 13:42:19 main:574] : INFO : Epoch 1715 | loss: 0.0311603 | val_loss: 0.0311636 | Time: 5430.38 ms [2022-04-02 13:42:24 main:574] : INFO : Epoch 1716 | loss: 0.0311587 | val_loss: 0.0311623 | Time: 5490.74 ms [2022-04-02 13:42:30 main:574] : INFO : Epoch 1717 | loss: 0.0311572 | val_loss: 0.0311624 | Time: 5466.48 ms [2022-04-02 13:42:35 main:574] : INFO : Epoch 1718 | loss: 0.0311567 | val_loss: 0.0311646 | Time: 5450.01 ms [2022-04-02 13:42:41 main:574] : INFO : Epoch 1719 | loss: 0.0311562 | val_loss: 0.0311621 | Time: 5438.46 ms [2022-04-02 13:42:46 main:574] : INFO : Epoch 1720 | loss: 0.0311562 | val_loss: 0.0311661 | Time: 5429.95 ms [2022-04-02 13:42:52 main:574] : INFO : Epoch 1721 | loss: 0.0311598 | val_loss: 0.0311806 | Time: 5424.06 ms [2022-04-02 13:42:57 main:574] : INFO : Epoch 1722 | loss: 0.0311634 | val_loss: 0.0311631 | Time: 5405.46 ms [2022-04-02 13:43:02 main:574] : INFO : Epoch 1723 | loss: 0.0311557 | val_loss: 0.0311651 | Time: 5433.09 ms [2022-04-02 13:43:08 main:574] : INFO : Epoch 1724 | loss: 0.0311594 | val_loss: 0.0311681 | Time: 5467.61 ms [2022-04-02 13:43:14 main:574] : INFO : Epoch 1725 | loss: 0.0311649 | val_loss: 0.0311684 | Time: 5993.4 ms [2022-04-02 13:43:20 main:574] : INFO : Epoch 1726 | loss: 0.0311652 | val_loss: 0.0311677 | Time: 5948.67 ms [2022-04-02 13:43:25 main:574] : INFO : Epoch 1727 | loss: 0.0311634 | val_loss: 0.0311674 | Time: 5584.47 ms [2022-04-02 13:43:31 main:574] : INFO : Epoch 1728 | loss: 0.0311625 | val_loss: 0.0311665 | Time: 5468.76 ms [2022-04-02 13:43:36 main:574] : INFO : Epoch 1729 | loss: 0.0311608 | val_loss: 0.031166 | Time: 5418.92 ms [2022-04-02 13:43:42 main:574] : INFO : Epoch 1730 | loss: 0.0311629 | val_loss: 0.0311644 | Time: 5446.99 ms [2022-04-02 13:43:47 main:574] : INFO : Epoch 1731 | loss: 0.0311616 | val_loss: 0.0311687 | Time: 5443.68 ms [2022-04-02 13:43:53 main:574] : INFO : Epoch 1732 | loss: 0.0311672 | val_loss: 0.0311703 | Time: 5444.81 ms [2022-04-02 13:43:58 main:574] : INFO : Epoch 1733 | loss: 0.0311605 | val_loss: 0.0311671 | Time: 5363.45 ms [2022-04-02 13:44:03 main:574] : INFO : Epoch 1734 | loss: 0.0311672 | val_loss: 0.0311693 | Time: 5436.06 ms [2022-04-02 13:44:09 main:574] : INFO : Epoch 1735 | loss: 0.0311611 | val_loss: 0.0311661 | Time: 5460.25 ms [2022-04-02 13:44:15 main:574] : INFO : Epoch 1736 | loss: 0.0311597 | val_loss: 0.0311674 | Time: 5720.16 ms [2022-04-02 13:44:20 main:574] : INFO : Epoch 1737 | loss: 0.03116 | val_loss: 0.0311664 | Time: 5416.98 ms [2022-04-02 13:44:26 main:574] : INFO : Epoch 1738 | loss: 0.0311594 | val_loss: 0.031166 | Time: 5393.7 ms [2022-04-02 13:44:31 main:574] : INFO : Epoch 1739 | loss: 0.0311607 | val_loss: 0.0311655 | Time: 5385.27 ms [2022-04-02 13:44:36 main:574] : INFO : Epoch 1740 | loss: 0.0311584 | val_loss: 0.031165 | Time: 5454.59 ms [2022-04-02 13:44:42 main:574] : INFO : Epoch 1741 | loss: 0.03116 | val_loss: 0.0311679 | Time: 5431.18 ms [2022-04-02 13:44:47 main:574] : INFO : Epoch 1742 | loss: 0.0311582 | val_loss: 0.0311655 | Time: 5479.55 ms [2022-04-02 13:44:53 main:574] : INFO : Epoch 1743 | loss: 0.0311576 | val_loss: 0.0311643 | Time: 5632.78 ms [2022-04-02 13:44:59 main:574] : INFO : Epoch 1744 | loss: 0.0311578 | val_loss: 0.0311661 | Time: 5599.67 ms [2022-04-02 13:45:04 main:574] : INFO : Epoch 1745 | loss: 0.0311604 | val_loss: 0.0311682 | Time: 5418.09 ms [2022-04-02 13:45:09 main:574] : INFO : Epoch 1746 | loss: 0.0311607 | val_loss: 0.0311661 | Time: 5375.63 ms [2022-04-02 13:45:15 main:574] : INFO : Epoch 1747 | loss: 0.0311596 | val_loss: 0.0311648 | Time: 5389.21 ms [2022-04-02 13:45:20 main:574] : INFO : Epoch 1748 | loss: 0.0311595 | val_loss: 0.0311649 | Time: 5449.58 ms [2022-04-02 13:45:26 main:574] : INFO : Epoch 1749 | loss: 0.0311578 | val_loss: 0.0311657 | Time: 5415.92 ms [2022-04-02 13:45:31 main:574] : INFO : Epoch 1750 | loss: 0.0311592 | val_loss: 0.0311665 | Time: 5390.04 ms [2022-04-02 13:45:36 main:574] : INFO : Epoch 1751 | loss: 0.0311574 | val_loss: 0.0311641 | Time: 5435 ms [2022-04-02 13:45:42 main:574] : INFO : Epoch 1752 | loss: 0.0311589 | val_loss: 0.0311647 | Time: 5488.54 ms [2022-04-02 13:45:47 main:574] : INFO : Epoch 1753 | loss: 0.0311623 | val_loss: 0.0311637 | Time: 5459.65 ms [2022-04-02 13:45:53 main:574] : INFO : Epoch 1754 | loss: 0.0311592 | val_loss: 0.0311641 | Time: 5538.01 ms [2022-04-02 13:45:58 main:574] : INFO : Epoch 1755 | loss: 0.0311606 | val_loss: 0.0311633 | Time: 5410.33 ms [2022-04-02 13:46:04 main:574] : INFO : Epoch 1756 | loss: 0.031164 | val_loss: 0.0311646 | Time: 5387.43 ms [2022-04-02 13:46:09 main:574] : INFO : Epoch 1757 | loss: 0.0311629 | val_loss: 0.0311639 | Time: 5415.56 ms [2022-04-02 13:46:15 main:574] : INFO : Epoch 1758 | loss: 0.0311614 | val_loss: 0.0311721 | Time: 5357.61 ms [2022-04-02 13:46:20 main:574] : INFO : Epoch 1759 | loss: 0.0311626 | val_loss: 0.0311657 | Time: 5369.01 ms [2022-04-02 13:46:25 main:574] : INFO : Epoch 1760 | loss: 0.0311589 | val_loss: 0.0311629 | Time: 5417.33 ms [2022-04-02 13:46:31 main:574] : INFO : Epoch 1761 | loss: 0.0311593 | val_loss: 0.0311635 | Time: 5365.11 ms [2022-04-02 13:46:36 main:574] : INFO : Epoch 1762 | loss: 0.0311628 | val_loss: 0.0311688 | Time: 5435.09 ms [2022-04-02 13:46:42 main:574] : INFO : Epoch 1763 | loss: 0.0311653 | val_loss: 0.0311691 | Time: 5393.43 ms [2022-04-02 13:46:47 main:574] : INFO : Epoch 1764 | loss: 0.0311639 | val_loss: 0.031166 | Time: 5465.55 ms [2022-04-02 13:46:52 main:574] : INFO : Epoch 1765 | loss: 0.0311616 | val_loss: 0.031166 | Time: 5383.4 ms [2022-04-02 13:46:58 main:574] : INFO : Epoch 1766 | loss: 0.0311603 | val_loss: 0.0311687 | Time: 5459.15 ms [2022-04-02 13:47:03 main:574] : INFO : Epoch 1767 | loss: 0.0311607 | val_loss: 0.0311699 | Time: 5414.51 ms [2022-04-02 13:47:09 main:574] : INFO : Epoch 1768 | loss: 0.0311657 | val_loss: 0.0311651 | Time: 5416.81 ms [2022-04-02 13:47:14 main:574] : INFO : Epoch 1769 | loss: 0.0311641 | val_loss: 0.0311642 | Time: 5399.55 ms [2022-04-02 13:47:20 main:574] : INFO : Epoch 1770 | loss: 0.0311603 | val_loss: 0.0311656 | Time: 5431.96 ms [2022-04-02 13:47:25 main:574] : INFO : Epoch 1771 | loss: 0.0311591 | val_loss: 0.0311649 | Time: 5439.46 ms [2022-04-02 13:47:30 main:574] : INFO : Epoch 1772 | loss: 0.0311604 | val_loss: 0.0311631 | Time: 5446.01 ms [2022-04-02 13:47:36 main:574] : INFO : Epoch 1773 | loss: 0.0311598 | val_loss: 0.0311618 | Time: 5397.81 ms [2022-04-02 13:47:41 main:574] : INFO : Epoch 1774 | loss: 0.0311606 | val_loss: 0.0311669 | Time: 5426.02 ms [2022-04-02 13:47:47 main:574] : INFO : Epoch 1775 | loss: 0.0311603 | val_loss: 0.0311682 | Time: 5398.65 ms [2022-04-02 13:47:53 main:574] : INFO : Epoch 1776 | loss: 0.0311615 | val_loss: 0.0311622 | Time: 6030.06 ms [2022-04-02 13:47:58 main:574] : INFO : Epoch 1777 | loss: 0.0311586 | val_loss: 0.0311626 | Time: 5547.69 ms [2022-04-02 13:48:04 main:574] : INFO : Epoch 1778 | loss: 0.0311596 | val_loss: 0.0311634 | Time: 5397.87 ms [2022-04-02 13:48:09 main:574] : INFO : Epoch 1779 | loss: 0.0311591 | val_loss: 0.0311616 | Time: 5393.53 ms [2022-04-02 13:48:15 main:574] : INFO : Epoch 1780 | loss: 0.0311593 | val_loss: 0.0311656 | Time: 5409.18 ms [2022-04-02 13:48:20 main:574] : INFO : Epoch 1781 | loss: 0.0311607 | val_loss: 0.0311663 | Time: 5400.88 ms [2022-04-02 13:48:25 main:574] : INFO : Epoch 1782 | loss: 0.0311643 | val_loss: 0.0311672 | Time: 5386.07 ms [2022-04-02 13:48:31 main:574] : INFO : Epoch 1783 | loss: 0.0311611 | val_loss: 0.0311627 | Time: 5408.37 ms [2022-04-02 13:48:36 main:574] : INFO : Epoch 1784 | loss: 0.0311611 | val_loss: 0.0311643 | Time: 5403.42 ms [2022-04-02 13:48:42 main:574] : INFO : Epoch 1785 | loss: 0.0311626 | val_loss: 0.031166 | Time: 5399.8 ms [2022-04-02 13:48:47 main:574] : INFO : Epoch 1786 | loss: 0.0311607 | val_loss: 0.0311644 | Time: 5412.39 ms [2022-04-02 13:48:52 main:574] : INFO : Epoch 1787 | loss: 0.0311583 | val_loss: 0.0311637 | Time: 5465.93 ms [2022-04-02 13:48:58 main:574] : INFO : Epoch 1788 | loss: 0.0311563 | val_loss: 0.0311639 | Time: 5820.87 ms [2022-04-02 13:49:05 main:574] : INFO : Epoch 1789 | loss: 0.0311572 | val_loss: 0.0311641 | Time: 6228.87 ms [2022-04-02 13:49:10 main:574] : INFO : Epoch 1790 | loss: 0.0311548 | val_loss: 0.0311614 | Time: 5545.81 ms [2022-04-02 13:49:15 main:574] : INFO : Epoch 1791 | loss: 0.0311565 | val_loss: 0.031162 | Time: 5425.62 ms [2022-04-02 13:49:21 main:574] : INFO : Epoch 1792 | loss: 0.0311563 | val_loss: 0.0311619 | Time: 5471.11 ms [2022-04-02 13:49:26 main:574] : INFO : Epoch 1793 | loss: 0.0311578 | val_loss: 0.0311683 | Time: 5437.39 ms [2022-04-02 13:49:32 main:574] : INFO : Epoch 1794 | loss: 0.0311655 | val_loss: 0.0311665 | Time: 5371.18 ms [2022-04-02 13:49:37 main:574] : INFO : Epoch 1795 | loss: 0.0311623 | val_loss: 0.0311654 | Time: 5447.6 ms [2022-04-02 13:49:43 main:574] : INFO : Epoch 1796 | loss: 0.0311617 | val_loss: 0.0311629 | Time: 5434.26 ms [2022-04-02 13:49:48 main:574] : INFO : Epoch 1797 | loss: 0.0311622 | val_loss: 0.0311629 | Time: 5441.3 ms [2022-04-02 13:49:54 main:574] : INFO : Epoch 1798 | loss: 0.0311636 | val_loss: 0.0311662 | Time: 5441.07 ms [2022-04-02 13:49:59 main:574] : INFO : Epoch 1799 | loss: 0.031164 | val_loss: 0.0311652 | Time: 5443.51 ms [2022-04-02 13:50:05 main:574] : INFO : Epoch 1800 | loss: 0.0311616 | val_loss: 0.0311626 | Time: 5707.46 ms [2022-04-02 13:50:10 main:574] : INFO : Epoch 1801 | loss: 0.0311613 | val_loss: 0.031164 | Time: 5531.73 ms [2022-04-02 13:50:16 main:574] : INFO : Epoch 1802 | loss: 0.0311649 | val_loss: 0.0311626 | Time: 5414.68 ms [2022-04-02 13:50:21 main:574] : INFO : Epoch 1803 | loss: 0.0311672 | val_loss: 0.0311643 | Time: 5371.51 ms [2022-04-02 13:50:26 main:574] : INFO : Epoch 1804 | loss: 0.03117 | val_loss: 0.0311768 | Time: 5380.44 ms [2022-04-02 13:50:32 main:574] : INFO : Epoch 1805 | loss: 0.0311641 | val_loss: 0.0311639 | Time: 5408.32 ms [2022-04-02 13:50:37 main:574] : INFO : Epoch 1806 | loss: 0.031164 | val_loss: 0.0311652 | Time: 5510.21 ms [2022-04-02 13:50:43 main:574] : INFO : Epoch 1807 | loss: 0.0311634 | val_loss: 0.0311658 | Time: 5420.08 ms [2022-04-02 13:50:48 main:574] : INFO : Epoch 1808 | loss: 0.0311625 | val_loss: 0.0311687 | Time: 5516.5 ms [2022-04-02 13:50:54 main:574] : INFO : Epoch 1809 | loss: 0.0311615 | val_loss: 0.0311666 | Time: 5596.32 ms [2022-04-02 13:50:59 main:574] : INFO : Epoch 1810 | loss: 0.0311631 | val_loss: 0.0311662 | Time: 5420.32 ms [2022-04-02 13:51:05 main:574] : INFO : Epoch 1811 | loss: 0.0311616 | val_loss: 0.031162 | Time: 5522.28 ms [2022-04-02 13:51:10 main:574] : INFO : Epoch 1812 | loss: 0.0311617 | val_loss: 0.0311627 | Time: 5406 ms [2022-04-02 13:51:16 main:574] : INFO : Epoch 1813 | loss: 0.031161 | val_loss: 0.0311701 | Time: 5409.25 ms [2022-04-02 13:51:21 main:574] : INFO : Epoch 1814 | loss: 0.031162 | val_loss: 0.0311643 | Time: 5617.93 ms [2022-04-02 13:51:27 main:574] : INFO : Epoch 1815 | loss: 0.0311622 | val_loss: 0.0311623 | Time: 5588.75 ms [2022-04-02 13:51:32 main:574] : INFO : Epoch 1816 | loss: 0.0311615 | val_loss: 0.0311647 | Time: 5403.9 ms [2022-04-02 13:51:39 main:574] : INFO : Epoch 1817 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 6307.35 ms [2022-04-02 13:51:44 main:574] : INFO : Epoch 1818 | loss: 0.03116 | val_loss: 0.0311625 | Time: 5611.35 ms [2022-04-02 13:51:50 main:574] : INFO : Epoch 1819 | loss: 0.0311583 | val_loss: 0.0311632 | Time: 6037.52 ms [2022-04-02 13:51:56 main:574] : INFO : Epoch 1820 | loss: 0.0311603 | val_loss: 0.0311652 | Time: 5418.01 ms [2022-04-02 13:52:01 main:574] : INFO : Epoch 1821 | loss: 0.0311592 | val_loss: 0.0311648 | Time: 5365.96 ms [2022-04-02 13:52:06 main:574] : INFO : Epoch 1822 | loss: 0.0311584 | val_loss: 0.0311634 | Time: 5379.46 ms [2022-04-02 13:52:12 main:574] : INFO : Epoch 1823 | loss: 0.0311563 | val_loss: 0.0311647 | Time: 5387.59 ms [2022-04-02 13:52:17 main:574] : INFO : Epoch 1824 | loss: 0.0311564 | val_loss: 0.0311644 | Time: 5446.54 ms [2022-04-02 13:52:23 main:574] : INFO : Epoch 1825 | loss: 0.031158 | val_loss: 0.031162 | Time: 5342.32 ms [2022-04-02 13:52:28 main:574] : INFO : Epoch 1826 | loss: 0.0311579 | val_loss: 0.0311627 | Time: 5315.99 ms [2022-04-02 13:52:34 main:574] : INFO : Epoch 1827 | loss: 0.0311582 | val_loss: 0.0311661 | Time: 5881.53 ms [2022-04-02 13:52:39 main:574] : INFO : Epoch 1828 | loss: 0.0311596 | val_loss: 0.0311734 | Time: 5560.08 ms [2022-04-02 13:52:45 main:574] : INFO : Epoch 1829 | loss: 0.031158 | val_loss: 0.0311683 | Time: 5788.51 ms [2022-04-02 13:52:51 main:574] : INFO : Epoch 1830 | loss: 0.0311565 | val_loss: 0.0311639 | Time: 5437.41 ms [2022-04-02 13:52:56 main:574] : INFO : Epoch 1831 | loss: 0.0311582 | val_loss: 0.031164 | Time: 5408.24 ms [2022-04-02 13:53:02 main:574] : INFO : Epoch 1832 | loss: 0.031157 | val_loss: 0.0311613 | Time: 5451.18 ms [2022-04-02 13:53:07 main:574] : INFO : Epoch 1833 | loss: 0.031156 | val_loss: 0.0311695 | Time: 5418.5 ms [2022-04-02 13:53:12 main:574] : INFO : Epoch 1834 | loss: 0.0311584 | val_loss: 0.0311644 | Time: 5425.97 ms [2022-04-02 13:53:18 main:574] : INFO : Epoch 1835 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 5416.51 ms [2022-04-02 13:53:23 main:574] : INFO : Epoch 1836 | loss: 0.031155 | val_loss: 0.0311639 | Time: 5422.68 ms [2022-04-02 13:53:29 main:574] : INFO : Epoch 1837 | loss: 0.0311556 | val_loss: 0.0311623 | Time: 5421.03 ms [2022-04-02 13:53:34 main:574] : INFO : Epoch 1838 | loss: 0.0311557 | val_loss: 0.0311637 | Time: 5677.15 ms [2022-04-02 13:53:40 main:574] : INFO : Epoch 1839 | loss: 0.0311546 | val_loss: 0.0311623 | Time: 5420.54 ms [2022-04-02 13:53:45 main:574] : INFO : Epoch 1840 | loss: 0.0311555 | val_loss: 0.0311662 | Time: 5403.82 ms [2022-04-02 13:53:51 main:574] : INFO : Epoch 1841 | loss: 0.0311563 | val_loss: 0.0311609 | Time: 5380.16 ms [2022-04-02 13:53:56 main:574] : INFO : Epoch 1842 | loss: 0.0311546 | val_loss: 0.0311626 | Time: 5363.26 ms [2022-04-02 13:54:01 main:574] : INFO : Epoch 1843 | loss: 0.0311574 | val_loss: 0.0311634 | Time: 5424.38 ms [2022-04-02 13:54:07 main:574] : INFO : Epoch 1844 | loss: 0.0311532 | val_loss: 0.0311606 | Time: 5702.41 ms [2022-04-02 13:54:13 main:574] : INFO : Epoch 1845 | loss: 0.0311551 | val_loss: 0.0311623 | Time: 5836.34 ms [2022-04-02 13:54:19 main:574] : INFO : Epoch 1846 | loss: 0.0311553 | val_loss: 0.0311637 | Time: 5642.35 ms [2022-04-02 13:54:24 main:574] : INFO : Epoch 1847 | loss: 0.0311563 | val_loss: 0.0311638 | Time: 5778.85 ms [2022-04-02 13:54:30 main:574] : INFO : Epoch 1848 | loss: 0.0311554 | val_loss: 0.0311627 | Time: 5541.98 ms [2022-04-02 13:54:35 main:574] : INFO : Epoch 1849 | loss: 0.0311555 | val_loss: 0.0311621 | Time: 5479.51 ms [2022-04-02 13:54:41 main:574] : INFO : Epoch 1850 | loss: 0.0311609 | val_loss: 0.0311734 | Time: 5401.68 ms [2022-04-02 13:54:46 main:574] : INFO : Epoch 1851 | loss: 0.0311571 | val_loss: 0.0311641 | Time: 5430.63 ms [2022-04-02 13:54:52 main:574] : INFO : Epoch 1852 | loss: 0.0311568 | val_loss: 0.0311633 | Time: 5407.8 ms [2022-04-02 13:54:57 main:574] : INFO : Epoch 1853 | loss: 0.0311547 | val_loss: 0.0311654 | Time: 5474.53 ms [2022-04-02 13:55:03 main:574] : INFO : Epoch 1854 | loss: 0.0311543 | val_loss: 0.0311642 | Time: 5436.7 ms [2022-04-02 13:55:08 main:574] : INFO : Epoch 1855 | loss: 0.031155 | val_loss: 0.0311682 | Time: 5610.67 ms [2022-04-02 13:55:14 main:574] : INFO : Epoch 1856 | loss: 0.0311571 | val_loss: 0.0311658 | Time: 5464.17 ms [2022-04-02 13:55:19 main:574] : INFO : Epoch 1857 | loss: 0.0311542 | val_loss: 0.0311652 | Time: 5405.5 ms [2022-04-02 13:55:25 main:574] : INFO : Epoch 1858 | loss: 0.0311524 | val_loss: 0.0311641 | Time: 5419.64 ms [2022-04-02 13:55:30 main:574] : INFO : Epoch 1859 | loss: 0.0311518 | val_loss: 0.0311656 | Time: 5431.28 ms [2022-04-02 13:55:35 main:574] : INFO : Epoch 1860 | loss: 0.0311525 | val_loss: 0.031162 | Time: 5456.31 ms [2022-04-02 13:55:41 main:574] : INFO : Epoch 1861 | loss: 0.0311529 | val_loss: 0.0311639 | Time: 5429.93 ms [2022-04-02 13:55:46 main:574] : INFO : Epoch 1862 | loss: 0.0311524 | val_loss: 0.0311594 | Time: 5500.11 ms [2022-04-02 13:55:52 main:574] : INFO : Epoch 1863 | loss: 0.0311521 | val_loss: 0.0311728 | Time: 5457.46 ms [2022-04-02 13:55:57 main:574] : INFO : Epoch 1864 | loss: 0.0311562 | val_loss: 0.0311641 | Time: 5429.05 ms [2022-04-02 13:56:03 main:574] : INFO : Epoch 1865 | loss: 0.0311512 | val_loss: 0.031164 | Time: 5470.3 ms [2022-04-02 13:56:08 main:574] : INFO : Epoch 1866 | loss: 0.031154 | val_loss: 0.0311651 | Time: 5620.77 ms [2022-04-02 13:56:14 main:574] : INFO : Epoch 1867 | loss: 0.0311547 | val_loss: 0.0311645 | Time: 5591.74 ms [2022-04-02 13:56:19 main:574] : INFO : Epoch 1868 | loss: 0.0311537 | val_loss: 0.0311621 | Time: 5440.93 ms [2022-04-02 13:56:25 main:574] : INFO : Epoch 1869 | loss: 0.0311545 | val_loss: 0.0311671 | Time: 5475.69 ms [2022-04-02 13:56:30 main:574] : INFO : Epoch 1870 | loss: 0.0311562 | val_loss: 0.0311668 | Time: 5428.67 ms [2022-04-02 13:56:36 main:574] : INFO : Epoch 1871 | loss: 0.0311562 | val_loss: 0.0311635 | Time: 5457.23 ms [2022-04-02 13:56:41 main:574] : INFO : Epoch 1872 | loss: 0.0311534 | val_loss: 0.0311636 | Time: 5467.83 ms [2022-04-02 13:56:47 main:574] : INFO : Epoch 1873 | loss: 0.0311569 | val_loss: 0.0311635 | Time: 5395.43 ms [2022-04-02 13:56:52 main:574] : INFO : Epoch 1874 | loss: 0.0311548 | val_loss: 0.0311626 | Time: 5419.02 ms [2022-04-02 13:56:58 main:574] : INFO : Epoch 1875 | loss: 0.0311549 | val_loss: 0.0311735 | Time: 5423.15 ms [2022-04-02 13:57:03 main:574] : INFO : Epoch 1876 | loss: 0.0311573 | val_loss: 0.0311638 | Time: 5417.62 ms [2022-04-02 13:57:08 main:574] : INFO : Epoch 1877 | loss: 0.0311539 | val_loss: 0.0311626 | Time: 5346.43 ms [2022-04-02 13:57:14 main:574] : INFO : Epoch 1878 | loss: 0.0311525 | val_loss: 0.0311688 | Time: 5429.57 ms [2022-04-02 13:57:19 main:574] : INFO : Epoch 1879 | loss: 0.0311537 | val_loss: 0.0311656 | Time: 5430.33 ms [2022-04-02 13:57:25 main:574] : INFO : Epoch 1880 | loss: 0.0311549 | val_loss: 0.031164 | Time: 5434.96 ms [2022-04-02 13:57:30 main:574] : INFO : Epoch 1881 | loss: 0.0311511 | val_loss: 0.0311647 | Time: 5412.16 ms [2022-04-02 13:57:36 main:574] : INFO : Epoch 1882 | loss: 0.0311534 | val_loss: 0.0311685 | Time: 5485.95 ms [2022-04-02 13:57:41 main:574] : INFO : Epoch 1883 | loss: 0.0311538 | val_loss: 0.0311683 | Time: 5437.78 ms [2022-04-02 13:57:46 main:574] : INFO : Epoch 1884 | loss: 0.0311531 | val_loss: 0.0311658 | Time: 5457.23 ms [2022-04-02 13:57:52 main:574] : INFO : Epoch 1885 | loss: 0.0311519 | val_loss: 0.0311621 | Time: 5463.2 ms [2022-04-02 13:57:57 main:574] : INFO : Epoch 1886 | loss: 0.031152 | val_loss: 0.0311639 | Time: 5437.45 ms [2022-04-02 13:58:03 main:574] : INFO : Epoch 1887 | loss: 0.0311526 | val_loss: 0.0311636 | Time: 5437.19 ms [2022-04-02 13:58:08 main:574] : INFO : Epoch 1888 | loss: 0.031149 | val_loss: 0.0311678 | Time: 5418.22 ms [2022-04-02 13:58:14 main:574] : INFO : Epoch 1889 | loss: 0.0311494 | val_loss: 0.0311609 | Time: 5424 ms [2022-04-02 13:58:20 main:574] : INFO : Epoch 1890 | loss: 0.031149 | val_loss: 0.0311639 | Time: 6106.06 ms [2022-04-02 13:58:25 main:574] : INFO : Epoch 1891 | loss: 0.0311489 | val_loss: 0.031163 | Time: 5392.49 ms [2022-04-02 13:58:31 main:574] : INFO : Epoch 1892 | loss: 0.0311558 | val_loss: 0.0311671 | Time: 5412.25 ms [2022-04-02 13:58:36 main:574] : INFO : Epoch 1893 | loss: 0.0311589 | val_loss: 0.0311652 | Time: 5435.89 ms [2022-04-02 13:58:41 main:574] : INFO : Epoch 1894 | loss: 0.0311516 | val_loss: 0.0311629 | Time: 5411.63 ms [2022-04-02 13:58:47 main:574] : INFO : Epoch 1895 | loss: 0.0311501 | val_loss: 0.0311619 | Time: 5465.99 ms [2022-04-02 13:58:53 main:574] : INFO : Epoch 1896 | loss: 0.0311504 | val_loss: 0.0311597 | Time: 5547.29 ms [2022-04-02 13:58:58 main:574] : INFO : Epoch 1897 | loss: 0.0311497 | val_loss: 0.03116 | Time: 5701.51 ms [2022-04-02 13:59:04 main:574] : INFO : Epoch 1898 | loss: 0.0311499 | val_loss: 0.0311662 | Time: 5486.54 ms [2022-04-02 13:59:10 main:574] : INFO : Epoch 1899 | loss: 0.0311526 | val_loss: 0.0311631 | Time: 6119.25 ms [2022-04-02 13:59:15 main:574] : INFO : Epoch 1900 | loss: 0.0311505 | val_loss: 0.0311629 | Time: 5596.37 ms [2022-04-02 13:59:21 main:574] : INFO : Epoch 1901 | loss: 0.0311524 | val_loss: 0.0311635 | Time: 5449.2 ms [2022-04-02 13:59:26 main:574] : INFO : Epoch 1902 | loss: 0.0311498 | val_loss: 0.0311611 | Time: 5460.87 ms [2022-04-02 13:59:32 main:574] : INFO : Epoch 1903 | loss: 0.031149 | val_loss: 0.0311619 | Time: 5361.55 ms [2022-04-02 13:59:37 main:574] : INFO : Epoch 1904 | loss: 0.0311478 | val_loss: 0.0311611 | Time: 5466.55 ms [2022-04-02 13:59:43 main:574] : INFO : Epoch 1905 | loss: 0.0311469 | val_loss: 0.0311631 | Time: 5441.08 ms [2022-04-02 13:59:48 main:574] : INFO : Epoch 1906 | loss: 0.0311496 | val_loss: 0.0311634 | Time: 5424.56 ms [2022-04-02 13:59:53 main:574] : INFO : Epoch 1907 | loss: 0.0311537 | val_loss: 0.031165 | Time: 5390.02 ms [2022-04-02 13:59:59 main:574] : INFO : Epoch 1908 | loss: 0.0311526 | val_loss: 0.0311634 | Time: 5442.1 ms [2022-04-02 14:00:04 main:574] : INFO : Epoch 1909 | loss: 0.0311519 | val_loss: 0.0311627 | Time: 5372.45 ms [2022-04-02 14:00:10 main:574] : INFO : Epoch 1910 | loss: 0.031153 | val_loss: 0.0311733 | Time: 5354.11 ms [2022-04-02 14:00:16 main:574] : INFO : Epoch 1911 | loss: 0.031161 | val_loss: 0.0311694 | Time: 5904.92 ms [2022-04-02 14:00:21 main:574] : INFO : Epoch 1912 | loss: 0.0311587 | val_loss: 0.0311664 | Time: 5433.12 ms [2022-04-02 14:00:26 main:574] : INFO : Epoch 1913 | loss: 0.0311585 | val_loss: 0.0311683 | Time: 5430.52 ms [2022-04-02 14:00:32 main:574] : INFO : Epoch 1914 | loss: 0.0311573 | val_loss: 0.0311689 | Time: 5434.08 ms [2022-04-02 14:00:37 main:574] : INFO : Epoch 1915 | loss: 0.0311531 | val_loss: 0.0311657 | Time: 5509.95 ms [2022-04-02 14:00:43 main:574] : INFO : Epoch 1916 | loss: 0.0311508 | val_loss: 0.0311626 | Time: 5367.19 ms [2022-04-02 14:00:48 main:574] : INFO : Epoch 1917 | loss: 0.0311509 | val_loss: 0.0311622 | Time: 5425.79 ms [2022-04-02 14:00:54 main:574] : INFO : Epoch 1918 | loss: 0.0311556 | val_loss: 0.0311645 | Time: 5434.04 ms [2022-04-02 14:00:59 main:574] : INFO : Epoch 1919 | loss: 0.0311501 | val_loss: 0.0311637 | Time: 5376.35 ms [2022-04-02 14:01:04 main:574] : INFO : Epoch 1920 | loss: 0.0311489 | val_loss: 0.031162 | Time: 5396.43 ms [2022-04-02 14:01:10 main:574] : INFO : Epoch 1921 | loss: 0.0311563 | val_loss: 0.0311651 | Time: 5434.54 ms [2022-04-02 14:01:15 main:574] : INFO : Epoch 1922 | loss: 0.0311533 | val_loss: 0.0311627 | Time: 5468.3 ms [2022-04-02 14:01:21 main:574] : INFO : Epoch 1923 | loss: 0.0311528 | val_loss: 0.0311602 | Time: 5430.77 ms [2022-04-02 14:01:26 main:574] : INFO : Epoch 1924 | loss: 0.0311505 | val_loss: 0.0311623 | Time: 5518.21 ms [2022-04-02 14:01:32 main:574] : INFO : Epoch 1925 | loss: 0.0311506 | val_loss: 0.0311627 | Time: 5707.09 ms [2022-04-02 14:01:37 main:574] : INFO : Epoch 1926 | loss: 0.0311492 | val_loss: 0.0311643 | Time: 5424.52 ms [2022-04-02 14:01:43 main:574] : INFO : Epoch 1927 | loss: 0.0311488 | val_loss: 0.031162 | Time: 5488.59 ms [2022-04-02 14:01:48 main:574] : INFO : Epoch 1928 | loss: 0.0311485 | val_loss: 0.0311611 | Time: 5407.19 ms [2022-04-02 14:01:54 main:574] : INFO : Epoch 1929 | loss: 0.0311478 | val_loss: 0.0311625 | Time: 5425.58 ms [2022-04-02 14:01:59 main:574] : INFO : Epoch 1930 | loss: 0.0311475 | val_loss: 0.0311622 | Time: 5377.71 ms [2022-04-02 14:02:05 main:574] : INFO : Epoch 1931 | loss: 0.0311504 | val_loss: 0.0311669 | Time: 5443.33 ms [2022-04-02 14:02:10 main:574] : INFO : Epoch 1932 | loss: 0.0311534 | val_loss: 0.0311626 | Time: 5454.99 ms [2022-04-02 14:02:15 main:574] : INFO : Epoch 1933 | loss: 0.0311496 | val_loss: 0.0311605 | Time: 5409.39 ms [2022-04-02 14:02:21 main:574] : INFO : Epoch 1934 | loss: 0.0311486 | val_loss: 0.0311609 | Time: 5418.98 ms [2022-04-02 14:02:26 main:574] : INFO : Epoch 1935 | loss: 0.0311523 | val_loss: 0.0311626 | Time: 5440.36 ms [2022-04-02 14:02:32 main:574] : INFO : Epoch 1936 | loss: 0.0311524 | val_loss: 0.0311638 | Time: 5385.77 ms [2022-04-02 14:02:37 main:574] : INFO : Epoch 1937 | loss: 0.0311547 | val_loss: 0.0311653 | Time: 5391.1 ms [2022-04-02 14:02:43 main:574] : INFO : Epoch 1938 | loss: 0.0311556 | val_loss: 0.0311679 | Time: 5427.63 ms [2022-04-02 14:02:48 main:574] : INFO : Epoch 1939 | loss: 0.0311535 | val_loss: 0.0311627 | Time: 5427.85 ms [2022-04-02 14:02:53 main:574] : INFO : Epoch 1940 | loss: 0.0311507 | val_loss: 0.0311618 | Time: 5444.52 ms [2022-04-02 14:02:59 main:574] : INFO : Epoch 1941 | loss: 0.0311502 | val_loss: 0.0311626 | Time: 5474.59 ms [2022-04-02 14:03:04 main:574] : INFO : Epoch 1942 | loss: 0.0311548 | val_loss: 0.0311637 | Time: 5417.3 ms [2022-04-02 14:03:10 main:574] : INFO : Epoch 1943 | loss: 0.031158 | val_loss: 0.031166 | Time: 5396.07 ms [2022-04-02 14:03:15 main:574] : INFO : Epoch 1944 | loss: 0.0311587 | val_loss: 0.0311679 | Time: 5398.87 ms [2022-04-02 14:03:21 main:574] : INFO : Epoch 1945 | loss: 0.031158 | val_loss: 0.0311672 | Time: 5364.25 ms [2022-04-02 14:03:26 main:574] : INFO : Epoch 1946 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 5419.96 ms [2022-04-02 14:03:31 main:574] : INFO : Epoch 1947 | loss: 0.0311566 | val_loss: 0.0311712 | Time: 5502.79 ms [2022-04-02 14:03:37 main:574] : INFO : Epoch 1948 | loss: 0.0311577 | val_loss: 0.0311664 | Time: 5409.88 ms [2022-04-02 14:03:42 main:574] : INFO : Epoch 1949 | loss: 0.0311553 | val_loss: 0.0311636 | Time: 5380.18 ms [2022-04-02 14:03:48 main:574] : INFO : Epoch 1950 | loss: 0.0311545 | val_loss: 0.0311637 | Time: 5426.93 ms [2022-04-02 14:03:53 main:574] : INFO : Epoch 1951 | loss: 0.0311578 | val_loss: 0.0311636 | Time: 5386.52 ms [2022-04-02 14:03:59 main:574] : INFO : Epoch 1952 | loss: 0.0311559 | val_loss: 0.0311675 | Time: 5391.52 ms [2022-04-02 14:04:04 main:574] : INFO : Epoch 1953 | loss: 0.0311573 | val_loss: 0.0311658 | Time: 5443.98 ms [2022-04-02 14:04:09 main:574] : INFO : Epoch 1954 | loss: 0.031156 | val_loss: 0.031169 | Time: 5397.64 ms [2022-04-02 14:04:15 main:574] : INFO : Epoch 1955 | loss: 0.0311563 | val_loss: 0.0311631 | Time: 5433.37 ms [2022-04-02 14:04:20 main:574] : INFO : Epoch 1956 | loss: 0.0311539 | val_loss: 0.0311621 | Time: 5449.79 ms [2022-04-02 14:04:26 main:574] : INFO : Epoch 1957 | loss: 0.0311548 | val_loss: 0.0311703 | Time: 5395.3 ms [2022-04-02 14:04:31 main:574] : INFO : Epoch 1958 | loss: 0.0311601 | val_loss: 0.0311666 | Time: 5511.72 ms [2022-04-02 14:04:37 main:574] : INFO : Epoch 1959 | loss: 0.0311582 | val_loss: 0.0311634 | Time: 5437.88 ms [2022-04-02 14:04:42 main:574] : INFO : Epoch 1960 | loss: 0.0311576 | val_loss: 0.0311653 | Time: 5411.77 ms [2022-04-02 14:04:48 main:574] : INFO : Epoch 1961 | loss: 0.0311556 | val_loss: 0.0311653 | Time: 6241.25 ms [2022-04-02 14:04:54 main:574] : INFO : Epoch 1962 | loss: 0.0311542 | val_loss: 0.0311651 | Time: 5406.45 ms [2022-04-02 14:05:00 main:574] : INFO : Epoch 1963 | loss: 0.0311529 | val_loss: 0.0311626 | Time: 6080.76 ms [2022-04-02 14:05:05 main:574] : INFO : Epoch 1964 | loss: 0.0311555 | val_loss: 0.0311635 | Time: 5433.04 ms [2022-04-02 14:05:11 main:574] : INFO : Epoch 1965 | loss: 0.0311625 | val_loss: 0.0311626 | Time: 5410.54 ms [2022-04-02 14:05:16 main:574] : INFO : Epoch 1966 | loss: 0.0311609 | val_loss: 0.031168 | Time: 5442.18 ms [2022-04-02 14:05:22 main:574] : INFO : Epoch 1967 | loss: 0.03116 | val_loss: 0.0311638 | Time: 5428.58 ms [2022-04-02 14:05:27 main:574] : INFO : Epoch 1968 | loss: 0.0311586 | val_loss: 0.0311704 | Time: 5428.07 ms [2022-04-02 14:05:32 main:574] : INFO : Epoch 1969 | loss: 0.031158 | val_loss: 0.0311655 | Time: 5478.71 ms [2022-04-02 14:05:38 main:574] : INFO : Epoch 1970 | loss: 0.0311553 | val_loss: 0.0311644 | Time: 5446.71 ms [2022-04-02 14:05:43 main:574] : INFO : Epoch 1971 | loss: 0.0311572 | val_loss: 0.0311658 | Time: 5436.31 ms [2022-04-02 14:05:49 main:574] : INFO : Epoch 1972 | loss: 0.0311554 | val_loss: 0.0311636 | Time: 5492.26 ms [2022-04-02 14:05:54 main:574] : INFO : Epoch 1973 | loss: 0.0311531 | val_loss: 0.0311621 | Time: 5435.43 ms [2022-04-02 14:06:00 main:574] : INFO : Epoch 1974 | loss: 0.0311534 | val_loss: 0.0311641 | Time: 5394.66 ms [2022-04-02 14:06:05 main:574] : INFO : Epoch 1975 | loss: 0.0311553 | val_loss: 0.0311649 | Time: 5772.59 ms [2022-04-02 14:06:11 main:574] : INFO : Epoch 1976 | loss: 0.0311533 | val_loss: 0.0311648 | Time: 5365.98 ms [2022-04-02 14:06:16 main:574] : INFO : Epoch 1977 | loss: 0.0311531 | val_loss: 0.0311687 | Time: 5399.1 ms [2022-04-02 14:06:22 main:574] : INFO : Epoch 1978 | loss: 0.0311528 | val_loss: 0.0311639 | Time: 5406.52 ms [2022-04-02 14:06:27 main:574] : INFO : Epoch 1979 | loss: 0.0311508 | val_loss: 0.0311653 | Time: 5435.8 ms [2022-04-02 14:06:33 main:574] : INFO : Epoch 1980 | loss: 0.0311493 | val_loss: 0.0311639 | Time: 5404.72 ms [2022-04-02 14:06:38 main:574] : INFO : Epoch 1981 | loss: 0.0311528 | val_loss: 0.0311649 | Time: 5411.94 ms [2022-04-02 14:06:43 main:574] : INFO : Epoch 1982 | loss: 0.0311514 | val_loss: 0.0311646 | Time: 5396.6 ms [2022-04-02 14:06:49 main:574] : INFO : Epoch 1983 | loss: 0.0311508 | val_loss: 0.0311655 | Time: 5490.56 ms [2022-04-02 14:06:54 main:574] : INFO : Epoch 1984 | loss: 0.0311506 | val_loss: 0.0311668 | Time: 5382.34 ms [2022-04-02 14:07:00 main:574] : INFO : Epoch 1985 | loss: 0.0311502 | val_loss: 0.0311634 | Time: 5439.24 ms [2022-04-02 14:07:06 main:574] : INFO : Epoch 1986 | loss: 0.031151 | val_loss: 0.0311678 | Time: 5845.82 ms [2022-04-02 14:07:11 main:574] : INFO : Epoch 1987 | loss: 0.0311536 | val_loss: 0.0311675 | Time: 5515.42 ms [2022-04-02 14:07:16 main:574] : INFO : Epoch 1988 | loss: 0.0311529 | val_loss: 0.0311675 | Time: 5435.84 ms [2022-04-02 14:07:22 main:574] : INFO : Epoch 1989 | loss: 0.0311509 | val_loss: 0.0311648 | Time: 5874.14 ms [2022-04-02 14:07:28 main:574] : INFO : Epoch 1990 | loss: 0.0311508 | val_loss: 0.0311652 | Time: 5408.58 ms [2022-04-02 14:07:33 main:574] : INFO : Epoch 1991 | loss: 0.0311502 | val_loss: 0.0311627 | Time: 5431.77 ms [2022-04-02 14:07:39 main:574] : INFO : Epoch 1992 | loss: 0.0311494 | val_loss: 0.0311694 | Time: 5418.4 ms [2022-04-02 14:07:44 main:574] : INFO : Epoch 1993 | loss: 0.0311512 | val_loss: 0.0311712 | Time: 5476.3 ms [2022-04-02 14:07:50 main:574] : INFO : Epoch 1994 | loss: 0.0311546 | val_loss: 0.0311664 | Time: 5461.44 ms [2022-04-02 14:07:55 main:574] : INFO : Epoch 1995 | loss: 0.0311528 | val_loss: 0.0311663 | Time: 5434.21 ms [2022-04-02 14:08:01 main:574] : INFO : Epoch 1996 | loss: 0.0311518 | val_loss: 0.0311672 | Time: 5663.46 ms [2022-04-02 14:08:07 main:574] : INFO : Epoch 1997 | loss: 0.0311541 | val_loss: 0.0311731 | Time: 5796.18 ms [2022-04-02 14:08:12 main:574] : INFO : Epoch 1998 | loss: 0.031154 | val_loss: 0.0311637 | Time: 5387.72 ms [2022-04-02 14:08:17 main:574] : INFO : Epoch 1999 | loss: 0.0311521 | val_loss: 0.0311639 | Time: 5446.38 ms [2022-04-02 14:08:23 main:574] : INFO : Epoch 2000 | loss: 0.0311515 | val_loss: 0.0311647 | Time: 5353.36 ms [2022-04-02 14:08:28 main:574] : INFO : Epoch 2001 | loss: 0.0311497 | val_loss: 0.0311648 | Time: 5401.76 ms [2022-04-02 14:08:34 main:574] : INFO : Epoch 2002 | loss: 0.0311492 | val_loss: 0.0311629 | Time: 5416.31 ms [2022-04-02 14:08:39 main:574] : INFO : Epoch 2003 | loss: 0.0311501 | val_loss: 0.0311631 | Time: 5429.12 ms [2022-04-02 14:08:44 main:574] : INFO : Epoch 2004 | loss: 0.0311488 | val_loss: 0.0311638 | Time: 5438.96 ms [2022-04-02 14:08:50 main:574] : INFO : Epoch 2005 | loss: 0.0311489 | val_loss: 0.0311656 | Time: 5378.43 ms [2022-04-02 14:08:55 main:574] : INFO : Epoch 2006 | loss: 0.0311474 | val_loss: 0.031167 | Time: 5418.15 ms [2022-04-02 14:09:01 main:574] : INFO : Epoch 2007 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 5434.08 ms [2022-04-02 14:09:06 main:574] : INFO : Epoch 2008 | loss: 0.0311523 | val_loss: 0.0311644 | Time: 5353.89 ms [2022-04-02 14:09:11 main:574] : INFO : Epoch 2009 | loss: 0.0311519 | val_loss: 0.0311694 | Time: 5330.1 ms [2022-04-02 14:09:17 main:574] : INFO : Epoch 2010 | loss: 0.0311543 | val_loss: 0.0311675 | Time: 5405.26 ms [2022-04-02 14:09:22 main:574] : INFO : Epoch 2011 | loss: 0.0311605 | val_loss: 0.0311697 | Time: 5407.54 ms [2022-04-02 14:09:28 main:574] : INFO : Epoch 2012 | loss: 0.0311578 | val_loss: 0.0311696 | Time: 5446.8 ms [2022-04-02 14:09:33 main:574] : INFO : Epoch 2013 | loss: 0.0311549 | val_loss: 0.0311699 | Time: 5420.3 ms [2022-04-02 14:09:39 main:574] : INFO : Epoch 2014 | loss: 0.0311568 | val_loss: 0.0311679 | Time: 5980.24 ms [2022-04-02 14:09:45 main:574] : INFO : Epoch 2015 | loss: 0.0311573 | val_loss: 0.0311647 | Time: 5479.38 ms [2022-04-02 14:09:50 main:574] : INFO : Epoch 2016 | loss: 0.0311554 | val_loss: 0.0311649 | Time: 5530.68 ms [2022-04-02 14:09:55 main:574] : INFO : Epoch 2017 | loss: 0.0311528 | val_loss: 0.0311654 | Time: 5380.3 ms [2022-04-02 14:10:01 main:574] : INFO : Epoch 2018 | loss: 0.0311513 | val_loss: 0.0311661 | Time: 5372.9 ms [2022-04-02 14:10:06 main:574] : INFO : Epoch 2019 | loss: 0.031154 | val_loss: 0.031168 | Time: 5429.58 ms [2022-04-02 14:10:12 main:574] : INFO : Epoch 2020 | loss: 0.0311538 | val_loss: 0.0311639 | Time: 5406.76 ms [2022-04-02 14:10:17 main:574] : INFO : Epoch 2021 | loss: 0.0311503 | val_loss: 0.0311643 | Time: 5371.05 ms [2022-04-02 14:10:23 main:574] : INFO : Epoch 2022 | loss: 0.0311508 | val_loss: 0.0311676 | Time: 5432.4 ms [2022-04-02 14:10:28 main:574] : INFO : Epoch 2023 | loss: 0.0311539 | val_loss: 0.0311603 | Time: 5413.55 ms [2022-04-02 14:10:33 main:574] : INFO : Epoch 2024 | loss: 0.0311527 | val_loss: 0.0311613 | Time: 5364.07 ms [2022-04-02 14:10:39 main:574] : INFO : Epoch 2025 | loss: 0.0311523 | val_loss: 0.0311615 | Time: 5450.04 ms [2022-04-02 14:10:44 main:574] : INFO : Epoch 2026 | loss: 0.0311516 | val_loss: 0.0311617 | Time: 5420.04 ms [2022-04-02 14:10:50 main:574] : INFO : Epoch 2027 | loss: 0.0311513 | val_loss: 0.031163 | Time: 5438.07 ms [2022-04-02 14:10:55 main:574] : INFO : Epoch 2028 | loss: 0.0311506 | val_loss: 0.0311612 | Time: 5440.19 ms [2022-04-02 14:11:00 main:574] : INFO : Epoch 2029 | loss: 0.0311494 | val_loss: 0.0311632 | Time: 5386.56 ms [2022-04-02 14:11:06 main:574] : INFO : Epoch 2030 | loss: 0.0311499 | val_loss: 0.0311623 | Time: 5422.84 ms [2022-04-02 14:11:11 main:574] : INFO : Epoch 2031 | loss: 0.0311497 | val_loss: 0.0311709 | Time: 5389.1 ms [2022-04-02 14:11:17 main:574] : INFO : Epoch 2032 | loss: 0.03115 | val_loss: 0.0311595 | Time: 5476 ms [2022-04-02 14:11:22 main:574] : INFO : Epoch 2033 | loss: 0.0311498 | val_loss: 0.0311612 | Time: 5415.02 ms [2022-04-02 14:11:28 main:574] : INFO : Epoch 2034 | loss: 0.0311496 | val_loss: 0.0311612 | Time: 5460.63 ms [2022-04-02 14:11:33 main:574] : INFO : Epoch 2035 | loss: 0.0311521 | val_loss: 0.0311609 | Time: 5442.54 ms [2022-04-02 14:11:39 main:574] : INFO : Epoch 2036 | loss: 0.0311514 | val_loss: 0.03116 | Time: 5448.23 ms [2022-04-02 14:11:44 main:574] : INFO : Epoch 2037 | loss: 0.0311484 | val_loss: 0.0311604 | Time: 5575.28 ms [2022-04-02 14:11:50 main:574] : INFO : Epoch 2038 | loss: 0.031146 | val_loss: 0.0311638 | Time: 5352.5 ms [2022-04-02 14:11:55 main:574] : INFO : Epoch 2039 | loss: 0.0311471 | val_loss: 0.0311622 | Time: 5405.48 ms [2022-04-02 14:12:00 main:574] : INFO : Epoch 2040 | loss: 0.0311452 | val_loss: 0.0311622 | Time: 5356.76 ms [2022-04-02 14:12:06 main:574] : INFO : Epoch 2041 | loss: 0.0311473 | val_loss: 0.0311755 | Time: 5419.97 ms [2022-04-02 14:12:11 main:574] : INFO : Epoch 2042 | loss: 0.031151 | val_loss: 0.0311665 | Time: 5414.58 ms [2022-04-02 14:12:17 main:574] : INFO : Epoch 2043 | loss: 0.0311493 | val_loss: 0.0311592 | Time: 5380.51 ms [2022-04-02 14:12:22 main:574] : INFO : Epoch 2044 | loss: 0.0311479 | val_loss: 0.0311684 | Time: 5358.16 ms [2022-04-02 14:12:27 main:574] : INFO : Epoch 2045 | loss: 0.0311472 | val_loss: 0.0311615 | Time: 5371.85 ms [2022-04-02 14:12:33 main:574] : INFO : Epoch 2046 | loss: 0.0311472 | val_loss: 0.0311632 | Time: 5392.48 ms [2022-04-02 14:12:38 main:574] : INFO : Epoch 2047 | loss: 0.0311477 | val_loss: 0.0311577 | Time: 5370.43 ms [2022-04-02 14:12:43 main:574] : INFO : Epoch 2048 | loss: 0.0311479 | val_loss: 0.0311626 | Time: 5366.44 ms [2022-04-02 14:12:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311626 [2022-04-02 14:12:43 main:603] : INFO : Saving end state to config to file [2022-04-02 14:12:43 main:608] : INFO : Success, exiting.. 14:12:43 (17036): 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)