Task 14595765
| Name | ParityModified-1647043755-8922-3-0_0 |
| Workunit | 11617694 |
| Created | 10 Apr 2022, 16:03:53 UTC |
| Sent | 10 Apr 2022, 22:38:50 UTC |
| Report deadline | 18 Apr 2022, 22:38:50 UTC |
| Received | 13 Apr 2022, 22:44:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18384 |
| Run time | 4 hours 0 min 49 sec |
| CPU time | 3 hours 51 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,882.30 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 39:27 main:574] : INFO : Epoch 1542 | loss: 0.0311668 | val_loss: 0.0311673 | Time: 7126.14 ms [2022-04-13 17:39:34 main:574] : INFO : Epoch 1543 | loss: 0.0311667 | val_loss: 0.0311687 | Time: 7051.28 ms [2022-04-13 17:39:42 main:574] : INFO : Epoch 1544 | loss: 0.0311673 | val_loss: 0.0311691 | Time: 7242.44 ms [2022-04-13 17:39:49 main:574] : INFO : Epoch 1545 | loss: 0.0311661 | val_loss: 0.031167 | Time: 7113.15 ms [2022-04-13 17:39:56 main:574] : INFO : Epoch 1546 | loss: 0.0311664 | val_loss: 0.0311662 | Time: 7026.49 ms [2022-04-13 17:40:03 main:574] : INFO : Epoch 1547 | loss: 0.0311644 | val_loss: 0.0311681 | Time: 7102.12 ms [2022-04-13 17:40:10 main:574] : INFO : Epoch 1548 | loss: 0.0311646 | val_loss: 0.0311674 | Time: 7101.43 ms [2022-04-13 17:40:17 main:574] : INFO : Epoch 1549 | loss: 0.0311649 | val_loss: 0.0311669 | Time: 7074.59 ms [2022-04-13 17:40:24 main:574] : INFO : Epoch 1550 | loss: 0.0311681 | val_loss: 0.0311694 | Time: 7089.92 ms [2022-04-13 17:40:31 main:574] : INFO : Epoch 1551 | loss: 0.0311666 | val_loss: 0.0311671 | Time: 6974.89 ms [2022-04-13 17:40:38 main:574] : INFO : Epoch 1552 | loss: 0.0311666 | val_loss: 0.0311717 | Time: 7074.18 ms [2022-04-13 17:40:45 main:574] : INFO : Epoch 1553 | loss: 0.0311673 | val_loss: 0.0311662 | Time: 7166.65 ms [2022-04-13 17:41:03 main:574] : INFO : Epoch 1554 | loss: 0.0311648 | val_loss: 0.0311668 | Time: 17508.4 ms [2022-04-13 17:41:10 main:574] : INFO : Epoch 1555 | loss: 0.0311663 | val_loss: 0.0311659 | Time: 7153.48 ms [2022-04-13 17:41:17 main:574] : INFO : Epoch 1556 | loss: 0.0311648 | val_loss: 0.0311654 | Time: 7095.52 ms [2022-04-13 17:41:24 main:574] : INFO : Epoch 1557 | loss: 0.0311633 | val_loss: 0.0311677 | Time: 7089.54 ms [2022-04-13 17:41:31 main:574] : INFO : Epoch 1558 | loss: 0.0311652 | val_loss: 0.0311668 | Time: 7017.42 ms [2022-04-13 17:41:38 main:574] : INFO : Epoch 1559 | loss: 0.0311652 | val_loss: 0.0311664 | Time: 7050.18 ms [2022-04-13 17:41:45 main:574] : INFO : Epoch 1560 | loss: 0.0311636 | val_loss: 0.0311671 | Time: 7067.54 ms [2022-04-13 17:41:53 main:574] : INFO : Epoch 1561 | loss: 0.031164 | val_loss: 0.0311677 | Time: 7136.37 ms [2022-04-13 17:42:00 main:574] : INFO : Epoch 1562 | loss: 0.0311658 | val_loss: 0.0311689 | Time: 7187.27 ms [2022-04-13 17:42:07 main:574] : INFO : Epoch 1563 | loss: 0.0311646 | val_loss: 0.0311665 | Time: 7300.07 ms [2022-04-13 17:42:14 main:574] : INFO : Epoch 1564 | loss: 0.0311644 | val_loss: 0.0311664 | Time: 7472.57 ms [2022-04-13 17:42:22 main:574] : INFO : Epoch 1565 | loss: 0.0311703 | val_loss: 0.0311925 | Time: 7265.23 ms [2022-04-13 17:42:29 main:574] : INFO : Epoch 1566 | loss: 0.0312414 | val_loss: 0.0318159 | Time: 7158.63 ms [2022-04-13 17:42:36 main:574] : INFO : Epoch 1567 | loss: 0.0365863 | val_loss: 0.0335661 | Time: 7273.83 ms [2022-04-13 17:42:44 main:574] : INFO : Epoch 1568 | loss: 0.0333334 | val_loss: 0.0316652 | Time: 7451.23 ms [2022-04-13 17:42:51 main:574] : INFO : Epoch 1569 | loss: 0.0314662 | val_loss: 0.0313321 | Time: 7401.1 ms [2022-04-13 17:42:58 main:574] : INFO : Epoch 1570 | loss: 0.0312782 | val_loss: 0.0312307 | Time: 7001.86 ms [2022-04-13 17:43:05 main:574] : INFO : Epoch 1571 | loss: 0.0312353 | val_loss: 0.0312249 | Time: 7178.53 ms [2022-04-13 17:43:12 main:574] : INFO : Epoch 1572 | loss: 0.0312237 | val_loss: 0.0312158 | Time: 7164.5 ms [2022-04-13 17:43:20 main:574] : INFO : Epoch 1573 | loss: 0.0312158 | val_loss: 0.0312075 | Time: 7178.64 ms [2022-04-13 17:43:27 main:574] : INFO : Epoch 1574 | loss: 0.0312067 | val_loss: 0.0311974 | Time: 7144.95 ms [2022-04-13 17:43:34 main:574] : INFO : Epoch 1575 | loss: 0.0311991 | val_loss: 0.031192 | Time: 7339.93 ms [2022-04-13 17:43:41 main:574] : INFO : Epoch 1576 | loss: 0.0311922 | val_loss: 0.0311842 | Time: 7316.39 ms [2022-04-13 17:43:48 main:574] : INFO : Epoch 1577 | loss: 0.0311852 | val_loss: 0.0311788 | Time: 7057.05 ms [2022-04-13 17:43:56 main:574] : INFO : Epoch 1578 | loss: 0.0311814 | val_loss: 0.0311771 | Time: 7224.78 ms [2022-04-13 17:44:03 main:574] : INFO : Epoch 1579 | loss: 0.0311795 | val_loss: 0.0311758 | Time: 7204.44 ms [2022-04-13 17:44:10 main:574] : INFO : Epoch 1580 | loss: 0.0311787 | val_loss: 0.0311754 | Time: 7349.1 ms [2022-04-13 17:44:17 main:574] : INFO : Epoch 1581 | loss: 0.0311784 | val_loss: 0.031175 | Time: 7094.95 ms [2022-04-13 17:44:25 main:574] : INFO : Epoch 1582 | loss: 0.03118 | val_loss: 0.031177 | Time: 7370.09 ms [2022-04-13 17:44:32 main:574] : INFO : Epoch 1583 | loss: 0.031179 | val_loss: 0.0311741 | Time: 7353 ms [2022-04-13 17:44:40 main:574] : INFO : Epoch 1584 | loss: 0.0311772 | val_loss: 0.0311732 | Time: 7444.83 ms [2022-04-13 17:44:47 main:574] : INFO : Epoch 1585 | loss: 0.0311759 | val_loss: 0.0311738 | Time: 7115.32 ms [2022-04-13 17:44:54 main:574] : INFO : Epoch 1586 | loss: 0.0311761 | val_loss: 0.0311728 | Time: 7109.01 ms [2022-04-13 17:45:01 main:574] : INFO : Epoch 1587 | loss: 0.0311749 | val_loss: 0.0311726 | Time: 7600.92 ms [2022-04-13 17:45:10 main:574] : INFO : Epoch 1588 | loss: 0.0311755 | val_loss: 0.0311731 | Time: 8488.67 ms [2022-04-13 17:45:18 main:574] : INFO : Epoch 1589 | loss: 0.0311753 | val_loss: 0.0311766 | Time: 8367.69 ms [2022-04-13 17:45:27 main:574] : INFO : Epoch 1590 | loss: 0.0311745 | val_loss: 0.0311726 | Time: 8485.8 ms [2022-04-13 17:45:36 main:574] : INFO : Epoch 1591 | loss: 0.0311735 | val_loss: 0.0311737 | Time: 9661.15 ms [2022-04-13 17:45:57 main:574] : INFO : Epoch 1592 | loss: 0.0311734 | val_loss: 0.0311743 | Time: 20572.4 ms [2022-04-13 17:46:26 main:574] : INFO : Epoch 1593 | loss: 0.0311733 | val_loss: 0.0311723 | Time: 29445.1 ms [2022-04-13 17:46:35 main:574] : INFO : Epoch 1594 | loss: 0.0311735 | val_loss: 0.0311725 | Time: 8772.57 ms [2022-04-13 17:46:44 main:574] : INFO : Epoch 1595 | loss: 0.0311722 | val_loss: 0.0311727 | Time: 8519.76 ms [2022-04-13 17:47:03 main:574] : INFO : Epoch 1596 | loss: 0.0311748 | val_loss: 0.0311735 | Time: 18910.9 ms [2022-04-13 17:47:11 main:574] : INFO : Epoch 1597 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 8333.25 ms [2022-04-13 17:47:19 main:574] : INFO : Epoch 1598 | loss: 0.0311719 | val_loss: 0.0311726 | Time: 8230.44 ms [2022-04-13 17:47:27 main:574] : INFO : Epoch 1599 | loss: 0.0311718 | val_loss: 0.0311716 | Time: 8220.04 ms [2022-04-13 17:47:36 main:574] : INFO : Epoch 1600 | loss: 0.0311719 | val_loss: 0.0311714 | Time: 8496.4 ms [2022-04-13 17:47:44 main:574] : INFO : Epoch 1601 | loss: 0.0311715 | val_loss: 0.0311719 | Time: 7848.02 ms [2022-04-13 17:47:52 main:574] : INFO : Epoch 1602 | loss: 0.0311718 | val_loss: 0.0311712 | Time: 8523.16 ms [2022-04-13 17:48:11 main:574] : INFO : Epoch 1603 | loss: 0.0311726 | val_loss: 0.0311721 | Time: 18522.6 ms [2022-04-13 17:48:19 main:574] : INFO : Epoch 1604 | loss: 0.0311725 | val_loss: 0.0311712 | Time: 8459.67 ms [2022-04-13 17:48:28 main:574] : INFO : Epoch 1605 | loss: 0.0311711 | val_loss: 0.0311719 | Time: 8362.77 ms [2022-04-13 17:48:36 main:574] : INFO : Epoch 1606 | loss: 0.0311725 | val_loss: 0.0311711 | Time: 8658.62 ms [2022-04-13 17:48:45 main:574] : INFO : Epoch 1607 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 8514.76 ms [2022-04-13 17:48:53 main:574] : INFO : Epoch 1608 | loss: 0.0311737 | val_loss: 0.0311754 | Time: 8129.33 ms [2022-04-13 17:49:01 main:574] : INFO : Epoch 1609 | loss: 0.0311776 | val_loss: 0.0311822 | Time: 8217.69 ms [2022-04-13 17:49:10 main:574] : INFO : Epoch 1610 | loss: 0.0311719 | val_loss: 0.0311708 | Time: 8409.69 ms [2022-04-13 17:49:17 main:574] : INFO : Epoch 1611 | loss: 0.0311698 | val_loss: 0.0311704 | Time: 7777.24 ms [2022-04-13 17:49:26 main:574] : INFO : Epoch 1612 | loss: 0.0311698 | val_loss: 0.0311705 | Time: 8201.78 ms [2022-04-13 17:49:33 main:574] : INFO : Epoch 1613 | loss: 0.0311698 | val_loss: 0.0311718 | Time: 7785.92 ms [2022-04-13 17:49:41 main:574] : INFO : Epoch 1614 | loss: 0.0311701 | val_loss: 0.0311701 | Time: 7994.37 ms [2022-04-13 17:49:50 main:574] : INFO : Epoch 1615 | loss: 0.0311692 | val_loss: 0.0311719 | Time: 8216.73 ms [2022-04-13 17:49:57 main:574] : INFO : Epoch 1616 | loss: 0.0311695 | val_loss: 0.0311723 | Time: 7675.67 ms [2022-04-13 17:50:05 main:574] : INFO : Epoch 1617 | loss: 0.0311688 | val_loss: 0.0311741 | Time: 7419.95 ms [2022-04-13 17:50:12 main:574] : INFO : Epoch 1618 | loss: 0.0311705 | val_loss: 0.0311704 | Time: 7071.1 ms [2022-04-13 17:50:19 main:574] : INFO : Epoch 1619 | loss: 0.0311689 | val_loss: 0.0311698 | Time: 7155.53 ms [2022-04-13 17:50:26 main:574] : INFO : Epoch 1620 | loss: 0.0311682 | val_loss: 0.0311703 | Time: 7093.77 ms [2022-04-13 17:50:33 main:574] : INFO : Epoch 1621 | loss: 0.0311693 | val_loss: 0.0311728 | Time: 7151.17 ms [2022-04-13 17:50:40 main:574] : INFO : Epoch 1622 | loss: 0.0311687 | val_loss: 0.0311705 | Time: 7172.86 ms [2022-04-13 17:50:57 main:574] : INFO : Epoch 1623 | loss: 0.0311678 | val_loss: 0.0311704 | Time: 16962.6 ms [2022-04-13 17:51:05 main:574] : INFO : Epoch 1624 | loss: 0.0311686 | val_loss: 0.0311698 | Time: 7090.25 ms [2022-04-13 17:51:12 main:574] : INFO : Epoch 1625 | loss: 0.0311675 | val_loss: 0.0311698 | Time: 7040.17 ms [2022-04-13 17:51:19 main:574] : INFO : Epoch 1626 | loss: 0.031167 | val_loss: 0.0311712 | Time: 7024.29 ms [2022-04-13 17:51:26 main:574] : INFO : Epoch 1627 | loss: 0.0311687 | val_loss: 0.0311697 | Time: 7079.39 ms [2022-04-13 17:51:33 main:574] : INFO : Epoch 1628 | loss: 0.0311678 | val_loss: 0.0311693 | Time: 7125.1 ms [2022-04-13 17:51:40 main:574] : INFO : Epoch 1629 | loss: 0.0311674 | val_loss: 0.0311689 | Time: 7440.06 ms [2022-04-13 17:51:48 main:574] : INFO : Epoch 1630 | loss: 0.0311676 | val_loss: 0.0311683 | Time: 7220 ms [2022-04-13 17:51:55 main:574] : INFO : Epoch 1631 | loss: 0.0311664 | val_loss: 0.0311674 | Time: 7373.76 ms [2022-04-13 17:52:02 main:574] : INFO : Epoch 1632 | loss: 0.0311663 | val_loss: 0.0311679 | Time: 7103.56 ms [2022-04-13 17:52:09 main:574] : INFO : Epoch 1633 | loss: 0.0311663 | val_loss: 0.0311674 | Time: 7041.26 ms [2022-04-13 17:52:16 main:574] : INFO : Epoch 1634 | loss: 0.031166 | val_loss: 0.0311677 | Time: 7187.95 ms [2022-04-13 17:52:23 main:574] : INFO : Epoch 1635 | loss: 0.0311655 | val_loss: 0.0311688 | Time: 7076.89 ms [2022-04-13 17:52:30 main:574] : INFO : Epoch 1636 | loss: 0.0311663 | val_loss: 0.0311692 | Time: 7067.52 ms [2022-04-13 17:52:38 main:574] : INFO : Epoch 1637 | loss: 0.0311688 | val_loss: 0.0311691 | Time: 7228.51 ms [2022-04-13 17:52:46 main:574] : INFO : Epoch 1638 | loss: 0.0311656 | val_loss: 0.0311672 | Time: 7937.99 ms [2022-04-13 17:52:53 main:574] : INFO : Epoch 1639 | loss: 0.0311686 | val_loss: 0.0311674 | Time: 7885.98 ms [2022-04-13 17:53:01 main:574] : INFO : Epoch 1640 | loss: 0.0311679 | val_loss: 0.0311702 | Time: 7202.1 ms [2022-04-13 17:53:08 main:574] : INFO : Epoch 1641 | loss: 0.0311668 | val_loss: 0.031168 | Time: 7215.85 ms [2022-04-13 17:53:15 main:574] : INFO : Epoch 1642 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 7140.81 ms [2022-04-13 17:53:22 main:574] : INFO : Epoch 1643 | loss: 0.031166 | val_loss: 0.0311683 | Time: 7115.35 ms [2022-04-13 17:53:29 main:574] : INFO : Epoch 1644 | loss: 0.0311656 | val_loss: 0.0311674 | Time: 6994.7 ms [2022-04-13 17:53:36 main:574] : INFO : Epoch 1645 | loss: 0.0311678 | val_loss: 0.0311721 | Time: 7144.21 ms [2022-04-13 17:53:44 main:574] : INFO : Epoch 1646 | loss: 0.031166 | val_loss: 0.0311681 | Time: 7279.27 ms [2022-04-13 17:53:51 main:574] : INFO : Epoch 1647 | loss: 0.0311675 | val_loss: 0.0311687 | Time: 7062.39 ms [2022-04-13 17:53:58 main:574] : INFO : Epoch 1648 | loss: 0.0311654 | val_loss: 0.0311689 | Time: 7114.69 ms [2022-04-13 17:54:15 main:574] : INFO : Epoch 1649 | loss: 0.031166 | val_loss: 0.0311671 | Time: 17337.9 ms [2022-04-13 17:54:22 main:574] : INFO : Epoch 1650 | loss: 0.0311652 | val_loss: 0.0311673 | Time: 6955.82 ms [2022-04-13 17:54:29 main:574] : INFO : Epoch 1651 | loss: 0.0311659 | val_loss: 0.031171 | Time: 7029.2 ms [2022-04-13 17:54:36 main:574] : INFO : Epoch 1652 | loss: 0.0311663 | val_loss: 0.0311716 | Time: 7148.6 ms [2022-04-13 17:54:44 main:574] : INFO : Epoch 1653 | loss: 0.0311662 | val_loss: 0.0311671 | Time: 7340.61 ms [2022-04-13 17:54:51 main:574] : INFO : Epoch 1654 | loss: 0.0311657 | val_loss: 0.0311693 | Time: 6976.3 ms [2022-04-13 17:54:58 main:574] : INFO : Epoch 1655 | loss: 0.0311687 | val_loss: 0.0311743 | Time: 7127.09 ms [2022-04-13 17:55:05 main:574] : INFO : Epoch 1656 | loss: 0.0311657 | val_loss: 0.0311702 | Time: 7213.48 ms [2022-04-13 17:55:12 main:574] : INFO : Epoch 1657 | loss: 0.0311652 | val_loss: 0.0311704 | Time: 7184.83 ms [2022-04-13 17:55:19 main:574] : INFO : Epoch 1658 | loss: 0.0311645 | val_loss: 0.0311682 | Time: 7073.61 ms [2022-04-13 17:55:26 main:574] : INFO : Epoch 1659 | loss: 0.0311651 | val_loss: 0.031173 | Time: 7217.57 ms [2022-04-13 17:55:34 main:574] : INFO : Epoch 1660 | loss: 0.0311677 | val_loss: 0.0311666 | Time: 7098.87 ms [2022-04-13 17:55:41 main:574] : INFO : Epoch 1661 | loss: 0.0311637 | val_loss: 0.0311691 | Time: 7135.05 ms [2022-04-13 17:55:48 main:574] : INFO : Epoch 1662 | loss: 0.0311656 | val_loss: 0.0311674 | Time: 7018.43 ms [2022-04-13 17:55:55 main:574] : INFO : Epoch 1663 | loss: 0.031166 | val_loss: 0.0311681 | Time: 7050.1 ms [2022-04-13 17:56:02 main:574] : INFO : Epoch 1664 | loss: 0.0311635 | val_loss: 0.0311691 | Time: 7097.54 ms [2022-04-13 17:56:19 main:574] : INFO : Epoch 1665 | loss: 0.0311634 | val_loss: 0.0311684 | Time: 17070.4 ms [2022-04-13 17:56:26 main:574] : INFO : Epoch 1666 | loss: 0.031163 | val_loss: 0.0311683 | Time: 7010.57 ms [2022-04-13 17:56:33 main:574] : INFO : Epoch 1667 | loss: 0.0311633 | val_loss: 0.0311679 | Time: 7023.25 ms [2022-04-13 17:56:40 main:574] : INFO : Epoch 1668 | loss: 0.0311634 | val_loss: 0.0311685 | Time: 7223.44 ms [2022-04-13 17:56:47 main:574] : INFO : Epoch 1669 | loss: 0.0311646 | val_loss: 0.031172 | Time: 7011.63 ms [2022-04-13 17:56:54 main:574] : INFO : Epoch 1670 | loss: 0.0311649 | val_loss: 0.031168 | Time: 7047.23 ms [2022-04-13 17:57:01 main:574] : INFO : Epoch 1671 | loss: 0.0311635 | val_loss: 0.0311689 | Time: 7153.84 ms [2022-04-13 17:57:09 main:574] : INFO : Epoch 1672 | loss: 0.0311621 | val_loss: 0.0311674 | Time: 7206.47 ms [2022-04-13 17:57:16 main:574] : INFO : Epoch 1673 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 7059.89 ms [2022-04-13 17:57:23 main:574] : INFO : Epoch 1674 | loss: 0.0311639 | val_loss: 0.0311688 | Time: 7061.7 ms [2022-04-13 17:57:30 main:574] : INFO : Epoch 1675 | loss: 0.0311624 | val_loss: 0.0311702 | Time: 7055.85 ms [2022-04-13 17:57:37 main:574] : INFO : Epoch 1676 | loss: 0.0311659 | val_loss: 0.0311686 | Time: 7116.48 ms [2022-04-13 17:57:44 main:574] : INFO : Epoch 1677 | loss: 0.0311631 | val_loss: 0.0311714 | Time: 7104.74 ms [2022-04-13 17:57:51 main:574] : INFO : Epoch 1678 | loss: 0.0311617 | val_loss: 0.0311676 | Time: 7132.74 ms [2022-04-13 17:57:58 main:574] : INFO : Epoch 1679 | loss: 0.0311623 | val_loss: 0.0311668 | Time: 7116.27 ms [2022-04-13 17:58:06 main:574] : INFO : Epoch 1680 | loss: 0.0311618 | val_loss: 0.0311718 | Time: 7155.27 ms [2022-04-13 17:58:13 main:574] : INFO : Epoch 1681 | loss: 0.0311621 | val_loss: 0.0311723 | Time: 7034.08 ms [2022-04-13 17:58:20 main:574] : INFO : Epoch 1682 | loss: 0.0311648 | val_loss: 0.0311664 | Time: 7042.19 ms [2022-04-13 17:58:27 main:574] : INFO : Epoch 1683 | loss: 0.0311642 | val_loss: 0.0311685 | Time: 7166.15 ms [2022-04-13 17:58:34 main:574] : INFO : Epoch 1684 | loss: 0.0311645 | val_loss: 0.0311655 | Time: 7195.92 ms [2022-04-13 17:58:41 main:574] : INFO : Epoch 1685 | loss: 0.0311636 | val_loss: 0.0311675 | Time: 7149.78 ms [2022-04-13 17:58:48 main:574] : INFO : Epoch 1686 | loss: 0.0311627 | val_loss: 0.0311676 | Time: 7151.16 ms [2022-04-13 17:59:06 main:574] : INFO : Epoch 1687 | loss: 0.0311616 | val_loss: 0.0311643 | Time: 17179.2 ms [2022-04-13 17:59:13 main:574] : INFO : Epoch 1688 | loss: 0.031161 | val_loss: 0.0311691 | Time: 7013.18 ms [2022-04-13 17:59:20 main:574] : INFO : Epoch 1689 | loss: 0.0311621 | val_loss: 0.0311695 | Time: 7050.75 ms [2022-04-13 17:59:27 main:574] : INFO : Epoch 1690 | loss: 0.0311627 | val_loss: 0.0311652 | Time: 7133.12 ms [2022-04-13 17:59:34 main:574] : INFO : Epoch 1691 | loss: 0.0311614 | val_loss: 0.0311649 | Time: 7086.29 ms [2022-04-13 17:59:41 main:574] : INFO : Epoch 1692 | loss: 0.031161 | val_loss: 0.0311644 | Time: 7116.6 ms [2022-04-13 17:59:48 main:574] : INFO : Epoch 1693 | loss: 0.031161 | val_loss: 0.0311646 | Time: 7063.48 ms [2022-04-13 17:59:55 main:574] : INFO : Epoch 1694 | loss: 0.031161 | val_loss: 0.0311694 | Time: 7048.99 ms [2022-04-13 18:00:02 main:574] : INFO : Epoch 1695 | loss: 0.0311616 | val_loss: 0.0311665 | Time: 7100.58 ms [2022-04-13 18:00:19 main:574] : INFO : Epoch 1696 | loss: 0.0311625 | val_loss: 0.0311653 | Time: 17140.3 ms [2022-04-13 18:00:26 main:574] : INFO : Epoch 1697 | loss: 0.0311603 | val_loss: 0.0311666 | Time: 6965.72 ms [2022-04-13 18:00:34 main:574] : INFO : Epoch 1698 | loss: 0.0311621 | val_loss: 0.0311661 | Time: 7283.05 ms [2022-04-13 18:00:41 main:574] : INFO : Epoch 1699 | loss: 0.031162 | val_loss: 0.0311639 | Time: 7260.55 ms [2022-04-13 18:00:48 main:574] : INFO : Epoch 1700 | loss: 0.0311603 | val_loss: 0.031167 | Time: 7160.78 ms [2022-04-13 18:00:55 main:574] : INFO : Epoch 1701 | loss: 0.0311628 | val_loss: 0.031167 | Time: 7181.67 ms [2022-04-13 18:01:03 main:574] : INFO : Epoch 1702 | loss: 0.0311613 | val_loss: 0.0311665 | Time: 7363.52 ms [2022-04-13 18:01:10 main:574] : INFO : Epoch 1703 | loss: 0.0311608 | val_loss: 0.0311655 | Time: 7226.56 ms [2022-04-13 18:01:17 main:574] : INFO : Epoch 1704 | loss: 0.0311611 | val_loss: 0.0311651 | Time: 6988.99 ms [2022-04-13 18:01:24 main:574] : INFO : Epoch 1705 | loss: 0.0311606 | val_loss: 0.0311666 | Time: 6955 ms [2022-04-13 18:01:31 main:574] : INFO : Epoch 1706 | loss: 0.0311617 | val_loss: 0.0311649 | Time: 6840.69 ms [2022-04-13 18:01:38 main:574] : INFO : Epoch 1707 | loss: 0.0311602 | val_loss: 0.031165 | Time: 7081.08 ms [2022-04-13 18:01:45 main:574] : INFO : Epoch 1708 | loss: 0.0311599 | val_loss: 0.0311673 | Time: 7069.93 ms [2022-04-13 18:01:52 main:574] : INFO : Epoch 1709 | loss: 0.0311618 | val_loss: 0.0311659 | Time: 6908.05 ms [2022-04-13 18:01:59 main:574] : INFO : Epoch 1710 | loss: 0.0311616 | val_loss: 0.0311684 | Time: 7025.49 ms [2022-04-13 18:02:06 main:574] : INFO : Epoch 1711 | loss: 0.0311629 | val_loss: 0.0311689 | Time: 7113.75 ms [2022-04-13 18:02:13 main:574] : INFO : Epoch 1712 | loss: 0.0311612 | val_loss: 0.0311691 | Time: 6988.83 ms [2022-04-13 18:02:20 main:574] : INFO : Epoch 1713 | loss: 0.0311605 | val_loss: 0.0311673 | Time: 7036.78 ms [2022-04-13 18:02:27 main:574] : INFO : Epoch 1714 | loss: 0.0311606 | val_loss: 0.0311693 | Time: 6937.19 ms [2022-04-13 18:02:34 main:574] : INFO : Epoch 1715 | loss: 0.0311614 | val_loss: 0.0311684 | Time: 7037.5 ms [2022-04-13 18:02:41 main:574] : INFO : Epoch 1716 | loss: 0.0311649 | val_loss: 0.0311759 | Time: 6999.14 ms [2022-04-13 18:02:48 main:574] : INFO : Epoch 1717 | loss: 0.0311742 | val_loss: 0.0311775 | Time: 6978.6 ms [2022-04-13 18:02:55 main:574] : INFO : Epoch 1718 | loss: 0.031175 | val_loss: 0.031173 | Time: 6892.65 ms [2022-04-13 18:03:02 main:574] : INFO : Epoch 1719 | loss: 0.0311726 | val_loss: 0.0311722 | Time: 6974.12 ms [2022-04-13 18:03:09 main:574] : INFO : Epoch 1720 | loss: 0.031172 | val_loss: 0.0311748 | Time: 6923.65 ms [2022-04-13 18:03:16 main:574] : INFO : Epoch 1721 | loss: 0.0311747 | val_loss: 0.0311727 | Time: 6926.47 ms [2022-04-13 18:03:23 main:574] : INFO : Epoch 1722 | loss: 0.0311728 | val_loss: 0.031171 | Time: 6953.91 ms [2022-04-13 18:03:29 main:574] : INFO : Epoch 1723 | loss: 0.0311708 | val_loss: 0.0311737 | Time: 6926.94 ms [2022-04-13 18:03:37 main:574] : INFO : Epoch 1724 | loss: 0.0311712 | val_loss: 0.0311713 | Time: 7112.46 ms [2022-04-13 18:03:44 main:574] : INFO : Epoch 1725 | loss: 0.0311692 | val_loss: 0.0311718 | Time: 7110 ms [2022-04-13 18:03:51 main:574] : INFO : Epoch 1726 | loss: 0.0311684 | val_loss: 0.031171 | Time: 6908.38 ms [2022-04-13 18:03:58 main:574] : INFO : Epoch 1727 | loss: 0.0311685 | val_loss: 0.0311742 | Time: 6943.03 ms [2022-04-13 18:04:05 main:574] : INFO : Epoch 1728 | loss: 0.0311685 | val_loss: 0.0311717 | Time: 7323.4 ms [2022-04-13 18:04:22 main:574] : INFO : Epoch 1729 | loss: 0.0311677 | val_loss: 0.0311709 | Time: 17057.2 ms [2022-04-13 18:04:29 main:574] : INFO : Epoch 1730 | loss: 0.0311707 | val_loss: 0.0311732 | Time: 7070.75 ms [2022-04-13 18:04:36 main:574] : INFO : Epoch 1731 | loss: 0.0311692 | val_loss: 0.0311727 | Time: 7107.54 ms [2022-04-13 18:04:43 main:574] : INFO : Epoch 1732 | loss: 0.0311681 | val_loss: 0.0311709 | Time: 7066.43 ms [2022-04-13 18:04:50 main:574] : INFO : Epoch 1733 | loss: 0.0311687 | val_loss: 0.0311733 | Time: 7218.54 ms [2022-04-13 18:04:58 main:574] : INFO : Epoch 1734 | loss: 0.0311711 | val_loss: 0.0311707 | Time: 7112.94 ms [2022-04-13 18:05:05 main:574] : INFO : Epoch 1735 | loss: 0.0311685 | val_loss: 0.0311722 | Time: 7683.4 ms [2022-04-13 18:05:13 main:574] : INFO : Epoch 1736 | loss: 0.0311672 | val_loss: 0.0311741 | Time: 7889.85 ms [2022-04-13 18:05:20 main:574] : INFO : Epoch 1737 | loss: 0.0311669 | val_loss: 0.031173 | Time: 7241.97 ms [2022-04-13 18:05:28 main:574] : INFO : Epoch 1738 | loss: 0.0311656 | val_loss: 0.0311742 | Time: 7080.07 ms [2022-04-13 18:05:35 main:574] : INFO : Epoch 1739 | loss: 0.031165 | val_loss: 0.0311713 | Time: 7333.44 ms [2022-04-13 18:05:42 main:574] : INFO : Epoch 1740 | loss: 0.0311668 | val_loss: 0.0311729 | Time: 7339.98 ms [2022-04-13 18:05:49 main:574] : INFO : Epoch 1741 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 7215.43 ms [2022-04-13 18:05:57 main:574] : INFO : Epoch 1742 | loss: 0.031169 | val_loss: 0.031173 | Time: 7160.95 ms [2022-04-13 18:06:04 main:574] : INFO : Epoch 1743 | loss: 0.0311656 | val_loss: 0.0311686 | Time: 7128.35 ms [2022-04-13 18:06:11 main:574] : INFO : Epoch 1744 | loss: 0.0311638 | val_loss: 0.0311681 | Time: 7222.45 ms [2022-04-13 18:06:18 main:574] : INFO : Epoch 1745 | loss: 0.0311644 | val_loss: 0.0311694 | Time: 7163.79 ms [2022-04-13 18:06:25 main:574] : INFO : Epoch 1746 | loss: 0.0311659 | val_loss: 0.0311707 | Time: 7112.15 ms [2022-04-13 18:06:33 main:574] : INFO : Epoch 1747 | loss: 0.0311647 | val_loss: 0.0311707 | Time: 7261.7 ms [2022-04-13 18:06:40 main:574] : INFO : Epoch 1748 | loss: 0.0311633 | val_loss: 0.0311688 | Time: 7177.64 ms [2022-04-13 18:06:47 main:574] : INFO : Epoch 1749 | loss: 0.0311628 | val_loss: 0.0311699 | Time: 7484.7 ms [2022-04-13 18:06:55 main:574] : INFO : Epoch 1750 | loss: 0.0311629 | val_loss: 0.0311739 | Time: 7395.46 ms [2022-04-13 18:07:02 main:574] : INFO : Epoch 1751 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 7688 ms [2022-04-13 18:07:10 main:574] : INFO : Epoch 1752 | loss: 0.0311631 | val_loss: 0.0311713 | Time: 7322.26 ms [2022-04-13 18:07:17 main:574] : INFO : Epoch 1753 | loss: 0.0311635 | val_loss: 0.03117 | Time: 7175.89 ms [2022-04-13 18:07:24 main:574] : INFO : Epoch 1754 | loss: 0.0311628 | val_loss: 0.0311689 | Time: 7080.88 ms [2022-04-13 18:07:31 main:574] : INFO : Epoch 1755 | loss: 0.0311622 | val_loss: 0.031168 | Time: 7033.72 ms [2022-04-13 18:07:38 main:574] : INFO : Epoch 1756 | loss: 0.0311623 | val_loss: 0.0311694 | Time: 7280.9 ms [2022-04-13 18:07:45 main:574] : INFO : Epoch 1757 | loss: 0.0311653 | val_loss: 0.0311691 | Time: 7240.76 ms [2022-04-13 18:07:53 main:574] : INFO : Epoch 1758 | loss: 0.0311623 | val_loss: 0.0311693 | Time: 7258.97 ms [2022-04-13 18:08:00 main:574] : INFO : Epoch 1759 | loss: 0.031161 | val_loss: 0.031166 | Time: 7089.52 ms [2022-04-13 18:08:07 main:574] : INFO : Epoch 1760 | loss: 0.0311611 | val_loss: 0.0311674 | Time: 7313.93 ms [2022-04-13 18:08:14 main:574] : INFO : Epoch 1761 | loss: 0.0311598 | val_loss: 0.0311669 | Time: 7141.06 ms [2022-04-13 18:08:21 main:574] : INFO : Epoch 1762 | loss: 0.0311593 | val_loss: 0.0311676 | Time: 7005 ms [2022-04-13 18:08:28 main:574] : INFO : Epoch 1763 | loss: 0.0311607 | val_loss: 0.0311674 | Time: 7027.15 ms [2022-04-13 18:08:35 main:574] : INFO : Epoch 1764 | loss: 0.0311621 | val_loss: 0.0311669 | Time: 7076.25 ms [2022-04-13 18:08:43 main:574] : INFO : Epoch 1765 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 7256.97 ms [2022-04-13 18:08:50 main:574] : INFO : Epoch 1766 | loss: 0.0311627 | val_loss: 0.031171 | Time: 7006.88 ms [2022-04-13 18:08:57 main:574] : INFO : Epoch 1767 | loss: 0.0311619 | val_loss: 0.0311723 | Time: 7079.39 ms [2022-04-13 18:09:04 main:574] : INFO : Epoch 1768 | loss: 0.031161 | val_loss: 0.0311675 | Time: 7189.49 ms [2022-04-13 18:09:11 main:574] : INFO : Epoch 1769 | loss: 0.0311619 | val_loss: 0.0311707 | Time: 7201.8 ms [2022-04-13 18:09:18 main:574] : INFO : Epoch 1770 | loss: 0.0311612 | val_loss: 0.0311672 | Time: 6981.76 ms [2022-04-13 18:09:25 main:574] : INFO : Epoch 1771 | loss: 0.0311612 | val_loss: 0.0311725 | Time: 7056.87 ms [2022-04-13 18:09:32 main:574] : INFO : Epoch 1772 | loss: 0.0311631 | val_loss: 0.0311659 | Time: 7077.02 ms [2022-04-13 18:09:40 main:574] : INFO : Epoch 1773 | loss: 0.031161 | val_loss: 0.031168 | Time: 7255.88 ms [2022-04-13 18:09:47 main:574] : INFO : Epoch 1774 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 7126.4 ms [2022-04-13 18:09:54 main:574] : INFO : Epoch 1775 | loss: 0.0311599 | val_loss: 0.0311678 | Time: 7054.66 ms [2022-04-13 18:10:01 main:574] : INFO : Epoch 1776 | loss: 0.0311618 | val_loss: 0.0311699 | Time: 7317.41 ms [2022-04-13 18:10:08 main:574] : INFO : Epoch 1777 | loss: 0.0311651 | val_loss: 0.0311713 | Time: 7179.36 ms [2022-04-13 18:10:15 main:574] : INFO : Epoch 1778 | loss: 0.0311645 | val_loss: 0.0311697 | Time: 6989.11 ms [2022-04-13 18:10:22 main:574] : INFO : Epoch 1779 | loss: 0.0311628 | val_loss: 0.0311675 | Time: 7086.23 ms [2022-04-13 18:10:30 main:574] : INFO : Epoch 1780 | loss: 0.0311621 | val_loss: 0.0311674 | Time: 7083.93 ms [2022-04-13 18:10:37 main:574] : INFO : Epoch 1781 | loss: 0.0311609 | val_loss: 0.0311676 | Time: 7146.71 ms [2022-04-13 18:10:44 main:574] : INFO : Epoch 1782 | loss: 0.0311619 | val_loss: 0.0311682 | Time: 6970.53 ms [2022-04-13 18:10:51 main:574] : INFO : Epoch 1783 | loss: 0.0311611 | val_loss: 0.0311692 | Time: 7067.66 ms [2022-04-13 18:10:58 main:574] : INFO : Epoch 1784 | loss: 0.0311632 | val_loss: 0.0311687 | Time: 7082.33 ms [2022-04-13 18:11:05 main:574] : INFO : Epoch 1785 | loss: 0.0311616 | val_loss: 0.0311794 | Time: 7121.58 ms [2022-04-13 18:11:12 main:574] : INFO : Epoch 1786 | loss: 0.0311616 | val_loss: 0.0311709 | Time: 6946.39 ms [2022-04-13 18:11:19 main:574] : INFO : Epoch 1787 | loss: 0.0311623 | val_loss: 0.031169 | Time: 7100.09 ms [2022-04-13 18:11:26 main:574] : INFO : Epoch 1788 | loss: 0.0311603 | val_loss: 0.0311683 | Time: 7012.85 ms [2022-04-13 18:11:33 main:574] : INFO : Epoch 1789 | loss: 0.031161 | val_loss: 0.0311721 | Time: 7084.19 ms [2022-04-13 18:11:51 main:574] : INFO : Epoch 1790 | loss: 0.0311625 | val_loss: 0.0311685 | Time: 17428.6 ms [2022-04-13 18:11:58 main:574] : INFO : Epoch 1791 | loss: 0.0311606 | val_loss: 0.0311677 | Time: 7082.37 ms [2022-04-13 18:12:05 main:574] : INFO : Epoch 1792 | loss: 0.03116 | val_loss: 0.0311666 | Time: 7248.72 ms [2022-04-13 18:12:12 main:574] : INFO : Epoch 1793 | loss: 0.0311621 | val_loss: 0.0311676 | Time: 7031 ms [2022-04-13 18:12:19 main:574] : INFO : Epoch 1794 | loss: 0.0311653 | val_loss: 0.0311711 | Time: 7004.21 ms [2022-04-13 18:12:26 main:574] : INFO : Epoch 1795 | loss: 0.031163 | val_loss: 0.0311691 | Time: 7058.39 ms [2022-04-13 18:12:33 main:574] : INFO : Epoch 1796 | loss: 0.0311637 | val_loss: 0.0311726 | Time: 7002.25 ms [2022-04-13 18:12:40 main:574] : INFO : Epoch 1797 | loss: 0.0311675 | val_loss: 0.0311705 | Time: 7216.02 ms [2022-04-13 18:12:47 main:574] : INFO : Epoch 1798 | loss: 0.0311636 | val_loss: 0.0311698 | Time: 7137.77 ms [2022-04-13 18:12:55 main:574] : INFO : Epoch 1799 | loss: 0.0311628 | val_loss: 0.0311686 | Time: 7158.45 ms [2022-04-13 18:13:02 main:574] : INFO : Epoch 1800 | loss: 0.0311612 | val_loss: 0.0311683 | Time: 7186.08 ms [2022-04-13 18:13:09 main:574] : INFO : Epoch 1801 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 7273.68 ms [2022-04-13 18:13:16 main:574] : INFO : Epoch 1802 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 7022.81 ms [2022-04-13 18:13:23 main:574] : INFO : Epoch 1803 | loss: 0.0311643 | val_loss: 0.0311774 | Time: 7248.53 ms [2022-04-13 18:13:31 main:574] : INFO : Epoch 1804 | loss: 0.0311633 | val_loss: 0.0311693 | Time: 7163.84 ms [2022-04-13 18:13:38 main:574] : INFO : Epoch 1805 | loss: 0.0311614 | val_loss: 0.0311689 | Time: 7157.46 ms [2022-04-13 18:13:56 main:574] : INFO : Epoch 1806 | loss: 0.0311613 | val_loss: 0.0311667 | Time: 17918.7 ms [2022-04-13 18:14:03 main:574] : INFO : Epoch 1807 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 7275.4 ms [2022-04-13 18:14:10 main:574] : INFO : Epoch 1808 | loss: 0.031161 | val_loss: 0.0311697 | Time: 7177.2 ms [2022-04-13 18:14:17 main:574] : INFO : Epoch 1809 | loss: 0.0311598 | val_loss: 0.0311725 | Time: 7087.68 ms [2022-04-13 18:14:24 main:574] : INFO : Epoch 1810 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 7092.57 ms [2022-04-13 18:14:31 main:574] : INFO : Epoch 1811 | loss: 0.0311645 | val_loss: 0.0311673 | Time: 7051.04 ms [2022-04-13 18:14:39 main:574] : INFO : Epoch 1812 | loss: 0.0311648 | val_loss: 0.0311733 | Time: 7193.1 ms [2022-04-13 18:14:46 main:574] : INFO : Epoch 1813 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 7149.9 ms [2022-04-13 18:14:53 main:574] : INFO : Epoch 1814 | loss: 0.0311594 | val_loss: 0.0311689 | Time: 7036.56 ms [2022-04-13 18:15:00 main:574] : INFO : Epoch 1815 | loss: 0.0311595 | val_loss: 0.031169 | Time: 7082.1 ms [2022-04-13 18:15:07 main:574] : INFO : Epoch 1816 | loss: 0.0311602 | val_loss: 0.0311744 | Time: 7095.26 ms [2022-04-13 18:15:14 main:574] : INFO : Epoch 1817 | loss: 0.0311622 | val_loss: 0.0311692 | Time: 7003.79 ms [2022-04-13 18:15:21 main:574] : INFO : Epoch 1818 | loss: 0.0311635 | val_loss: 0.0311736 | Time: 7088.91 ms [2022-04-13 18:15:28 main:574] : INFO : Epoch 1819 | loss: 0.0311662 | val_loss: 0.0311721 | Time: 7020.3 ms [2022-04-13 18:15:35 main:574] : INFO : Epoch 1820 | loss: 0.0311634 | val_loss: 0.031171 | Time: 7121.44 ms [2022-04-13 18:15:42 main:574] : INFO : Epoch 1821 | loss: 0.031161 | val_loss: 0.0311697 | Time: 7246.9 ms [2022-04-13 18:15:49 main:574] : INFO : Epoch 1822 | loss: 0.031161 | val_loss: 0.0311699 | Time: 6957.23 ms [2022-04-13 18:15:57 main:574] : INFO : Epoch 1823 | loss: 0.0311611 | val_loss: 0.0311772 | Time: 7112.71 ms [2022-04-13 18:16:04 main:574] : INFO : Epoch 1824 | loss: 0.0311652 | val_loss: 0.0311725 | Time: 7158.86 ms [2022-04-13 18:16:11 main:574] : INFO : Epoch 1825 | loss: 0.0311624 | val_loss: 0.0311733 | Time: 7549.99 ms [2022-04-13 18:16:19 main:574] : INFO : Epoch 1826 | loss: 0.0311607 | val_loss: 0.0311697 | Time: 7411.31 ms [2022-04-13 18:16:26 main:574] : INFO : Epoch 1827 | loss: 0.0311596 | val_loss: 0.031167 | Time: 7140.07 ms [2022-04-13 18:16:33 main:574] : INFO : Epoch 1828 | loss: 0.0311591 | val_loss: 0.0311684 | Time: 7140.12 ms [2022-04-13 18:16:40 main:574] : INFO : Epoch 1829 | loss: 0.0311647 | val_loss: 0.0311672 | Time: 7397.63 ms [2022-04-13 18:16:48 main:574] : INFO : Epoch 1830 | loss: 0.0311632 | val_loss: 0.0311729 | Time: 7187.23 ms [2022-04-13 18:17:05 main:574] : INFO : Epoch 1831 | loss: 0.0311606 | val_loss: 0.0311713 | Time: 17381.1 ms [2022-04-13 18:17:12 main:574] : INFO : Epoch 1832 | loss: 0.0311595 | val_loss: 0.0311691 | Time: 7161.22 ms [2022-04-13 18:17:19 main:574] : INFO : Epoch 1833 | loss: 0.03116 | val_loss: 0.0311692 | Time: 7173.25 ms [2022-04-13 18:17:26 main:574] : INFO : Epoch 1834 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 7068.4 ms [2022-04-13 18:17:34 main:574] : INFO : Epoch 1835 | loss: 0.0311601 | val_loss: 0.0311796 | Time: 7277.2 ms [2022-04-13 18:17:41 main:574] : INFO : Epoch 1836 | loss: 0.031161 | val_loss: 0.0311711 | Time: 7306.44 ms [2022-04-13 18:17:48 main:574] : INFO : Epoch 1837 | loss: 0.031159 | val_loss: 0.0311732 | Time: 7143.78 ms [2022-04-13 18:17:55 main:574] : INFO : Epoch 1838 | loss: 0.0311584 | val_loss: 0.0311685 | Time: 7087.17 ms [2022-04-13 18:18:02 main:574] : INFO : Epoch 1839 | loss: 0.0311607 | val_loss: 0.0311722 | Time: 7242.44 ms [2022-04-13 18:18:10 main:574] : INFO : Epoch 1840 | loss: 0.0311592 | val_loss: 0.031173 | Time: 7223.79 ms [2022-04-13 18:18:27 main:574] : INFO : Epoch 1841 | loss: 0.0311608 | val_loss: 0.031172 | Time: 16959.2 ms [2022-04-13 18:18:34 main:574] : INFO : Epoch 1842 | loss: 0.0311573 | val_loss: 0.0311721 | Time: 6996.43 ms [2022-04-13 18:18:41 main:574] : INFO : Epoch 1843 | loss: 0.0311596 | val_loss: 0.0311684 | Time: 7047.84 ms [2022-04-13 18:18:48 main:574] : INFO : Epoch 1844 | loss: 0.0311581 | val_loss: 0.0311717 | Time: 6977.11 ms [2022-04-13 18:18:55 main:574] : INFO : Epoch 1845 | loss: 0.0311572 | val_loss: 0.0311703 | Time: 6997.69 ms [2022-04-13 18:19:02 main:574] : INFO : Epoch 1846 | loss: 0.0311593 | val_loss: 0.0311767 | Time: 6977.62 ms [2022-04-13 18:19:09 main:574] : INFO : Epoch 1847 | loss: 0.0311618 | val_loss: 0.0311682 | Time: 7192.37 ms [2022-04-13 18:19:16 main:574] : INFO : Epoch 1848 | loss: 0.0311614 | val_loss: 0.0311714 | Time: 7205.94 ms [2022-04-13 18:19:23 main:574] : INFO : Epoch 1849 | loss: 0.0311673 | val_loss: 0.0311672 | Time: 6912.01 ms [2022-04-13 18:19:30 main:574] : INFO : Epoch 1850 | loss: 0.0311657 | val_loss: 0.0311707 | Time: 6947.64 ms [2022-04-13 18:19:37 main:574] : INFO : Epoch 1851 | loss: 0.0311653 | val_loss: 0.0311706 | Time: 7141.49 ms [2022-04-13 18:19:44 main:574] : INFO : Epoch 1852 | loss: 0.0311658 | val_loss: 0.0311753 | Time: 7188.18 ms [2022-04-13 18:19:51 main:574] : INFO : Epoch 1853 | loss: 0.0311701 | val_loss: 0.0311683 | Time: 7112.23 ms [2022-04-13 18:19:59 main:574] : INFO : Epoch 1854 | loss: 0.0311662 | val_loss: 0.0311683 | Time: 7035.24 ms [2022-04-13 18:20:06 main:574] : INFO : Epoch 1855 | loss: 0.0311658 | val_loss: 0.0311674 | Time: 7028.6 ms [2022-04-13 18:20:13 main:574] : INFO : Epoch 1856 | loss: 0.0311645 | val_loss: 0.0311731 | Time: 7101.15 ms [2022-04-13 18:20:20 main:574] : INFO : Epoch 1857 | loss: 0.0311642 | val_loss: 0.0311683 | Time: 6997.63 ms [2022-04-13 18:20:27 main:574] : INFO : Epoch 1858 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 7033.44 ms [2022-04-13 18:20:34 main:574] : INFO : Epoch 1859 | loss: 0.031163 | val_loss: 0.0311702 | Time: 7211.63 ms [2022-04-13 18:20:41 main:574] : INFO : Epoch 1860 | loss: 0.0311642 | val_loss: 0.0311679 | Time: 7091.23 ms [2022-04-13 18:20:48 main:574] : INFO : Epoch 1861 | loss: 0.0311649 | val_loss: 0.0311691 | Time: 6975.42 ms [2022-04-13 18:20:55 main:574] : INFO : Epoch 1862 | loss: 0.0311647 | val_loss: 0.0311683 | Time: 7094.16 ms [2022-04-13 18:21:02 main:574] : INFO : Epoch 1863 | loss: 0.0311633 | val_loss: 0.0311683 | Time: 7049.09 ms [2022-04-13 18:21:09 main:574] : INFO : Epoch 1864 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 7165.92 ms [2022-04-13 18:21:16 main:574] : INFO : Epoch 1865 | loss: 0.0311641 | val_loss: 0.0311679 | Time: 7092.27 ms [2022-04-13 18:21:24 main:574] : INFO : Epoch 1866 | loss: 0.0311626 | val_loss: 0.0311666 | Time: 7280.17 ms [2022-04-13 18:21:31 main:574] : INFO : Epoch 1867 | loss: 0.031162 | val_loss: 0.0311668 | Time: 7135.59 ms [2022-04-13 18:21:38 main:574] : INFO : Epoch 1868 | loss: 0.0311617 | val_loss: 0.0311694 | Time: 7018.55 ms [2022-04-13 18:21:45 main:574] : INFO : Epoch 1869 | loss: 0.0311619 | val_loss: 0.0311677 | Time: 7028.65 ms [2022-04-13 18:21:52 main:574] : INFO : Epoch 1870 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 7096.4 ms [2022-04-13 18:21:59 main:574] : INFO : Epoch 1871 | loss: 0.0311618 | val_loss: 0.0311684 | Time: 7330.03 ms [2022-04-13 18:22:07 main:574] : INFO : Epoch 1872 | loss: 0.0311619 | val_loss: 0.03117 | Time: 7208.67 ms [2022-04-13 18:22:14 main:574] : INFO : Epoch 1873 | loss: 0.0311639 | val_loss: 0.0311702 | Time: 7309.08 ms [2022-04-13 18:22:31 main:574] : INFO : Epoch 1874 | loss: 0.0311633 | val_loss: 0.0311698 | Time: 17194.1 ms [2022-04-13 18:22:38 main:574] : INFO : Epoch 1875 | loss: 0.0311609 | val_loss: 0.0311669 | Time: 7034.48 ms [2022-04-13 18:22:45 main:574] : INFO : Epoch 1876 | loss: 0.0311611 | val_loss: 0.0311705 | Time: 7190.89 ms [2022-04-13 18:22:53 main:574] : INFO : Epoch 1877 | loss: 0.0311615 | val_loss: 0.031166 | Time: 7282.21 ms [2022-04-13 18:23:00 main:574] : INFO : Epoch 1878 | loss: 0.0311615 | val_loss: 0.0311667 | Time: 7220.81 ms [2022-04-13 18:23:07 main:574] : INFO : Epoch 1879 | loss: 0.0311614 | val_loss: 0.0311672 | Time: 7245.37 ms [2022-04-13 18:23:14 main:574] : INFO : Epoch 1880 | loss: 0.0311617 | val_loss: 0.0311674 | Time: 7043.63 ms [2022-04-13 18:23:21 main:574] : INFO : Epoch 1881 | loss: 0.0311622 | val_loss: 0.0311698 | Time: 7103 ms [2022-04-13 18:23:28 main:574] : INFO : Epoch 1882 | loss: 0.0311625 | val_loss: 0.0311712 | Time: 7163.07 ms [2022-04-13 18:23:36 main:574] : INFO : Epoch 1883 | loss: 0.031164 | val_loss: 0.0311751 | Time: 7102.43 ms [2022-04-13 18:23:43 main:574] : INFO : Epoch 1884 | loss: 0.0311659 | val_loss: 0.0311848 | Time: 7142.01 ms [2022-04-13 18:23:50 main:574] : INFO : Epoch 1885 | loss: 0.0311671 | val_loss: 0.0311712 | Time: 7073.97 ms [2022-04-13 18:23:57 main:574] : INFO : Epoch 1886 | loss: 0.0311631 | val_loss: 0.0311715 | Time: 7052.01 ms [2022-04-13 18:24:04 main:574] : INFO : Epoch 1887 | loss: 0.0311637 | val_loss: 0.0311719 | Time: 7449.14 ms [2022-04-13 18:24:11 main:574] : INFO : Epoch 1888 | loss: 0.031165 | val_loss: 0.0311685 | Time: 7020.91 ms [2022-04-13 18:24:18 main:574] : INFO : Epoch 1889 | loss: 0.0311614 | val_loss: 0.0311683 | Time: 7024.78 ms [2022-04-13 18:24:25 main:574] : INFO : Epoch 1890 | loss: 0.031164 | val_loss: 0.0311679 | Time: 7015.9 ms [2022-04-13 18:24:32 main:574] : INFO : Epoch 1891 | loss: 0.0311685 | val_loss: 0.0311773 | Time: 7060.48 ms [2022-04-13 18:24:40 main:574] : INFO : Epoch 1892 | loss: 0.031169 | val_loss: 0.0311744 | Time: 7219.32 ms [2022-04-13 18:24:47 main:574] : INFO : Epoch 1893 | loss: 0.0311708 | val_loss: 0.0311768 | Time: 7072.77 ms [2022-04-13 18:24:54 main:574] : INFO : Epoch 1894 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 7030.34 ms [2022-04-13 18:25:01 main:574] : INFO : Epoch 1895 | loss: 0.0311677 | val_loss: 0.031174 | Time: 7329.25 ms [2022-04-13 18:25:08 main:574] : INFO : Epoch 1896 | loss: 0.031166 | val_loss: 0.0311744 | Time: 7157.82 ms [2022-04-13 18:25:15 main:574] : INFO : Epoch 1897 | loss: 0.0311663 | val_loss: 0.0311736 | Time: 7031.86 ms [2022-04-13 18:25:23 main:574] : INFO : Epoch 1898 | loss: 0.0311661 | val_loss: 0.0311741 | Time: 7332.86 ms [2022-04-13 18:25:30 main:574] : INFO : Epoch 1899 | loss: 0.0311666 | val_loss: 0.0311709 | Time: 7240.02 ms [2022-04-13 18:25:47 main:574] : INFO : Epoch 1900 | loss: 0.0311644 | val_loss: 0.0311709 | Time: 17287.6 ms [2022-04-13 18:25:54 main:574] : INFO : Epoch 1901 | loss: 0.0311642 | val_loss: 0.0311709 | Time: 7043.38 ms [2022-04-13 18:26:01 main:574] : INFO : Epoch 1902 | loss: 0.0311645 | val_loss: 0.0311716 | Time: 7107.52 ms [2022-04-13 18:26:09 main:574] : INFO : Epoch 1903 | loss: 0.0311633 | val_loss: 0.031181 | Time: 7162.1 ms [2022-04-13 18:26:16 main:574] : INFO : Epoch 1904 | loss: 0.0311662 | val_loss: 0.0311713 | Time: 7127.82 ms [2022-04-13 18:26:23 main:574] : INFO : Epoch 1905 | loss: 0.0311639 | val_loss: 0.031176 | Time: 7085.82 ms [2022-04-13 18:26:30 main:574] : INFO : Epoch 1906 | loss: 0.0311682 | val_loss: 0.0311838 | Time: 7026.55 ms [2022-04-13 18:26:37 main:574] : INFO : Epoch 1907 | loss: 0.0311687 | val_loss: 0.0311738 | Time: 7098.69 ms [2022-04-13 18:26:44 main:574] : INFO : Epoch 1908 | loss: 0.0311635 | val_loss: 0.0311713 | Time: 7094.55 ms [2022-04-13 18:26:51 main:574] : INFO : Epoch 1909 | loss: 0.0311627 | val_loss: 0.0311744 | Time: 7135.17 ms [2022-04-13 18:26:58 main:574] : INFO : Epoch 1910 | loss: 0.0311625 | val_loss: 0.0311712 | Time: 7116.11 ms [2022-04-13 18:27:05 main:574] : INFO : Epoch 1911 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 7138.89 ms [2022-04-13 18:27:12 main:574] : INFO : Epoch 1912 | loss: 0.0311627 | val_loss: 0.0311706 | Time: 7013.82 ms [2022-04-13 18:27:20 main:574] : INFO : Epoch 1913 | loss: 0.0311617 | val_loss: 0.0311707 | Time: 7089.37 ms [2022-04-13 18:27:27 main:574] : INFO : Epoch 1914 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 7148.77 ms [2022-04-13 18:27:34 main:574] : INFO : Epoch 1915 | loss: 0.0311623 | val_loss: 0.031171 | Time: 7186.58 ms [2022-04-13 18:27:41 main:574] : INFO : Epoch 1916 | loss: 0.031162 | val_loss: 0.0311788 | Time: 7364.09 ms [2022-04-13 18:27:48 main:574] : INFO : Epoch 1917 | loss: 0.0311645 | val_loss: 0.0311707 | Time: 7126.38 ms [2022-04-13 18:27:56 main:574] : INFO : Epoch 1918 | loss: 0.031164 | val_loss: 0.0311702 | Time: 7169.15 ms [2022-04-13 18:28:03 main:574] : INFO : Epoch 1919 | loss: 0.0311592 | val_loss: 0.0311722 | Time: 7030.88 ms [2022-04-13 18:28:10 main:574] : INFO : Epoch 1920 | loss: 0.0311602 | val_loss: 0.0311685 | Time: 7119.09 ms [2022-04-13 18:28:17 main:574] : INFO : Epoch 1921 | loss: 0.0311613 | val_loss: 0.0311675 | Time: 7229.89 ms [2022-04-13 18:28:24 main:574] : INFO : Epoch 1922 | loss: 0.0311624 | val_loss: 0.0311666 | Time: 7178.22 ms [2022-04-13 18:28:31 main:574] : INFO : Epoch 1923 | loss: 0.0311587 | val_loss: 0.0311684 | Time: 7149.23 ms [2022-04-13 18:28:39 main:574] : INFO : Epoch 1924 | loss: 0.0311586 | val_loss: 0.0311664 | Time: 7317.21 ms [2022-04-13 18:28:46 main:574] : INFO : Epoch 1925 | loss: 0.0311574 | val_loss: 0.0311675 | Time: 7161.12 ms [2022-04-13 18:29:03 main:574] : INFO : Epoch 1926 | loss: 0.0311587 | val_loss: 0.0311663 | Time: 17198.5 ms [2022-04-13 18:29:10 main:574] : INFO : Epoch 1927 | loss: 0.0311574 | val_loss: 0.031165 | Time: 7170.01 ms [2022-04-13 18:29:17 main:574] : INFO : Epoch 1928 | loss: 0.0311597 | val_loss: 0.0311691 | Time: 7109.73 ms [2022-04-13 18:29:24 main:574] : INFO : Epoch 1929 | loss: 0.0311593 | val_loss: 0.0311693 | Time: 7024.33 ms [2022-04-13 18:29:31 main:574] : INFO : Epoch 1930 | loss: 0.0311574 | val_loss: 0.0311655 | Time: 7077.1 ms [2022-04-13 18:29:39 main:574] : INFO : Epoch 1931 | loss: 0.031157 | val_loss: 0.0311722 | Time: 7102.98 ms [2022-04-13 18:29:46 main:574] : INFO : Epoch 1932 | loss: 0.0311583 | val_loss: 0.0311718 | Time: 7149.69 ms [2022-04-13 18:29:53 main:574] : INFO : Epoch 1933 | loss: 0.0311569 | val_loss: 0.0311662 | Time: 6994.41 ms [2022-04-13 18:30:00 main:574] : INFO : Epoch 1934 | loss: 0.031157 | val_loss: 0.0311669 | Time: 7237.25 ms [2022-04-13 18:30:07 main:574] : INFO : Epoch 1935 | loss: 0.0311556 | val_loss: 0.0311672 | Time: 7406.19 ms [2022-04-13 18:30:15 main:574] : INFO : Epoch 1936 | loss: 0.0311564 | val_loss: 0.031167 | Time: 7667.99 ms [2022-04-13 18:30:23 main:574] : INFO : Epoch 1937 | loss: 0.0311558 | val_loss: 0.0311669 | Time: 7612.86 ms [2022-04-13 18:30:30 main:574] : INFO : Epoch 1938 | loss: 0.0311587 | val_loss: 0.031171 | Time: 7309.65 ms [2022-04-13 18:30:37 main:574] : INFO : Epoch 1939 | loss: 0.0311573 | val_loss: 0.0311699 | Time: 7183.7 ms [2022-04-13 18:30:45 main:574] : INFO : Epoch 1940 | loss: 0.0311583 | val_loss: 0.0311705 | Time: 7390.73 ms [2022-04-13 18:30:52 main:574] : INFO : Epoch 1941 | loss: 0.0311578 | val_loss: 0.0311712 | Time: 7168.47 ms [2022-04-13 18:30:59 main:574] : INFO : Epoch 1942 | loss: 0.0311574 | val_loss: 0.0311705 | Time: 7092.69 ms [2022-04-13 18:31:06 main:574] : INFO : Epoch 1943 | loss: 0.0311653 | val_loss: 0.031175 | Time: 7212.96 ms [2022-04-13 18:31:13 main:574] : INFO : Epoch 1944 | loss: 0.0311656 | val_loss: 0.0311693 | Time: 7231.67 ms [2022-04-13 18:31:20 main:574] : INFO : Epoch 1945 | loss: 0.0311627 | val_loss: 0.031171 | Time: 7069.19 ms [2022-04-13 18:31:28 main:574] : INFO : Epoch 1946 | loss: 0.0311609 | val_loss: 0.0311707 | Time: 7094.59 ms [2022-04-13 18:31:35 main:574] : INFO : Epoch 1947 | loss: 0.031162 | val_loss: 0.031175 | Time: 7193.66 ms [2022-04-13 18:31:42 main:574] : INFO : Epoch 1948 | loss: 0.0311626 | val_loss: 0.0311749 | Time: 7264.06 ms [2022-04-13 18:31:49 main:574] : INFO : Epoch 1949 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 7292.28 ms [2022-04-13 18:31:56 main:574] : INFO : Epoch 1950 | loss: 0.0311682 | val_loss: 0.0311785 | Time: 7049.34 ms [2022-04-13 18:32:03 main:574] : INFO : Epoch 1951 | loss: 0.0311756 | val_loss: 0.0311745 | Time: 7095.17 ms [2022-04-13 18:32:11 main:574] : INFO : Epoch 1952 | loss: 0.03119 | val_loss: 0.0312008 | Time: 7175.71 ms [2022-04-13 18:32:18 main:574] : INFO : Epoch 1953 | loss: 0.031197 | val_loss: 0.0311964 | Time: 7082.32 ms [2022-04-13 18:32:25 main:574] : INFO : Epoch 1954 | loss: 0.0311931 | val_loss: 0.0311961 | Time: 7084.29 ms [2022-04-13 18:32:32 main:574] : INFO : Epoch 1955 | loss: 0.031189 | val_loss: 0.0311892 | Time: 7053.69 ms [2022-04-13 18:32:39 main:574] : INFO : Epoch 1956 | loss: 0.031191 | val_loss: 0.0312034 | Time: 7071.67 ms [2022-04-13 18:32:46 main:574] : INFO : Epoch 1957 | loss: 0.0312001 | val_loss: 0.0312055 | Time: 7092.25 ms [2022-04-13 18:32:53 main:574] : INFO : Epoch 1958 | loss: 0.0312005 | val_loss: 0.0312061 | Time: 7055.27 ms [2022-04-13 18:33:00 main:574] : INFO : Epoch 1959 | loss: 0.0312017 | val_loss: 0.0312058 | Time: 7179.31 ms [2022-04-13 18:33:08 main:574] : INFO : Epoch 1960 | loss: 0.0312011 | val_loss: 0.0312059 | Time: 7350.36 ms [2022-04-13 18:33:15 main:574] : INFO : Epoch 1961 | loss: 0.0311963 | val_loss: 0.0311992 | Time: 7063.48 ms [2022-04-13 18:33:22 main:574] : INFO : Epoch 1962 | loss: 0.0311946 | val_loss: 0.0312035 | Time: 7039.56 ms [2022-04-13 18:33:29 main:574] : INFO : Epoch 1963 | loss: 0.031193 | val_loss: 0.0311965 | Time: 7182.97 ms [2022-04-13 18:33:36 main:574] : INFO : Epoch 1964 | loss: 0.0311935 | val_loss: 0.0312025 | Time: 7241.2 ms [2022-04-13 18:33:44 main:574] : INFO : Epoch 1965 | loss: 0.0311922 | val_loss: 0.0312057 | Time: 7328.12 ms [2022-04-13 18:33:51 main:574] : INFO : Epoch 1966 | loss: 0.0311945 | val_loss: 0.0311982 | Time: 7158.3 ms [2022-04-13 18:33:58 main:574] : INFO : Epoch 1967 | loss: 0.0311897 | val_loss: 0.0311884 | Time: 7097.22 ms [2022-04-13 18:34:05 main:574] : INFO : Epoch 1968 | loss: 0.0311906 | val_loss: 0.0311975 | Time: 7341.68 ms [2022-04-13 18:34:12 main:574] : INFO : Epoch 1969 | loss: 0.0311921 | val_loss: 0.0311934 | Time: 7127.47 ms [2022-04-13 18:34:20 main:574] : INFO : Epoch 1970 | loss: 0.0311907 | val_loss: 0.0311916 | Time: 7186.46 ms [2022-04-13 18:34:37 main:574] : INFO : Epoch 1971 | loss: 0.031187 | val_loss: 0.0311941 | Time: 17178.9 ms [2022-04-13 18:34:44 main:574] : INFO : Epoch 1972 | loss: 0.0311867 | val_loss: 0.0311877 | Time: 7096.65 ms [2022-04-13 18:34:51 main:574] : INFO : Epoch 1973 | loss: 0.0311844 | val_loss: 0.0311862 | Time: 7052.74 ms [2022-04-13 18:34:58 main:574] : INFO : Epoch 1974 | loss: 0.0311897 | val_loss: 0.0311973 | Time: 7175.97 ms [2022-04-13 18:35:06 main:574] : INFO : Epoch 1975 | loss: 0.0312008 | val_loss: 0.0312014 | Time: 7569.22 ms [2022-04-13 18:35:13 main:574] : INFO : Epoch 1976 | loss: 0.0311973 | val_loss: 0.0311928 | Time: 7327.77 ms [2022-04-13 18:35:20 main:574] : INFO : Epoch 1977 | loss: 0.031196 | val_loss: 0.0311927 | Time: 7249.76 ms [2022-04-13 18:35:27 main:574] : INFO : Epoch 1978 | loss: 0.0311944 | val_loss: 0.0311924 | Time: 7123.99 ms [2022-04-13 18:35:35 main:574] : INFO : Epoch 1979 | loss: 0.0311932 | val_loss: 0.0311935 | Time: 7159.77 ms [2022-04-13 18:35:42 main:574] : INFO : Epoch 1980 | loss: 0.031191 | val_loss: 0.0311961 | Time: 7123.36 ms [2022-04-13 18:35:49 main:574] : INFO : Epoch 1981 | loss: 0.0311913 | val_loss: 0.0311936 | Time: 7064.54 ms [2022-04-13 18:35:56 main:574] : INFO : Epoch 1982 | loss: 0.0311898 | val_loss: 0.0311907 | Time: 7039.81 ms [2022-04-13 18:36:03 main:574] : INFO : Epoch 1983 | loss: 0.0311896 | val_loss: 0.0311916 | Time: 7058.03 ms [2022-04-13 18:36:10 main:574] : INFO : Epoch 1984 | loss: 0.031192 | val_loss: 0.0311947 | Time: 7287.62 ms [2022-04-13 18:36:17 main:574] : INFO : Epoch 1985 | loss: 0.0311959 | val_loss: 0.0312044 | Time: 7147.04 ms [2022-04-13 18:36:25 main:574] : INFO : Epoch 1986 | loss: 0.0312003 | val_loss: 0.0312056 | Time: 7268.21 ms [2022-04-13 18:36:32 main:574] : INFO : Epoch 1987 | loss: 0.031199 | val_loss: 0.0311995 | Time: 7124.25 ms [2022-04-13 18:36:39 main:574] : INFO : Epoch 1988 | loss: 0.0311971 | val_loss: 0.0311977 | Time: 7158.01 ms [2022-04-13 18:36:46 main:574] : INFO : Epoch 1989 | loss: 0.0311953 | val_loss: 0.0311971 | Time: 7065.03 ms [2022-04-13 18:36:53 main:574] : INFO : Epoch 1990 | loss: 0.031196 | val_loss: 0.0312 | Time: 7082.67 ms [2022-04-13 18:37:00 main:574] : INFO : Epoch 1991 | loss: 0.0311949 | val_loss: 0.0311983 | Time: 7180.76 ms [2022-04-13 18:37:08 main:574] : INFO : Epoch 1992 | loss: 0.0311951 | val_loss: 0.0311982 | Time: 7390.18 ms [2022-04-13 18:37:15 main:574] : INFO : Epoch 1993 | loss: 0.0311935 | val_loss: 0.0311946 | Time: 7281.65 ms [2022-04-13 18:37:22 main:574] : INFO : Epoch 1994 | loss: 0.0311914 | val_loss: 0.0311941 | Time: 7295.06 ms [2022-04-13 18:37:29 main:574] : INFO : Epoch 1995 | loss: 0.0311917 | val_loss: 0.0311966 | Time: 7217.57 ms [2022-04-13 18:37:37 main:574] : INFO : Epoch 1996 | loss: 0.0311906 | val_loss: 0.0311977 | Time: 7204.01 ms [2022-04-13 18:37:44 main:574] : INFO : Epoch 1997 | loss: 0.0311909 | val_loss: 0.0311947 | Time: 7204.08 ms [2022-04-13 18:37:51 main:574] : INFO : Epoch 1998 | loss: 0.0311902 | val_loss: 0.031194 | Time: 7095.21 ms [2022-04-13 18:37:58 main:574] : INFO : Epoch 1999 | loss: 0.0311886 | val_loss: 0.0311942 | Time: 7152.09 ms [2022-04-13 18:38:05 main:574] : INFO : Epoch 2000 | loss: 0.0311898 | val_loss: 0.0311944 | Time: 7141.09 ms [2022-04-13 18:38:12 main:574] : INFO : Epoch 2001 | loss: 0.0311887 | val_loss: 0.0311952 | Time: 7077.68 ms [2022-04-13 18:38:19 main:574] : INFO : Epoch 2002 | loss: 0.031189 | val_loss: 0.0311941 | Time: 7096.27 ms [2022-04-13 18:38:37 main:574] : INFO : Epoch 2003 | loss: 0.0311882 | val_loss: 0.0311927 | Time: 17138.2 ms [2022-04-13 18:38:44 main:574] : INFO : Epoch 2004 | loss: 0.0311869 | val_loss: 0.0311922 | Time: 7169.65 ms [2022-04-13 18:38:51 main:574] : INFO : Epoch 2005 | loss: 0.0311865 | val_loss: 0.0311925 | Time: 7055.86 ms [2022-04-13 18:38:58 main:574] : INFO : Epoch 2006 | loss: 0.0311851 | val_loss: 0.031194 | Time: 7034.27 ms [2022-04-13 18:39:05 main:574] : INFO : Epoch 2007 | loss: 0.031185 | val_loss: 0.0311904 | Time: 7016.66 ms [2022-04-13 18:39:12 main:574] : INFO : Epoch 2008 | loss: 0.0311849 | val_loss: 0.0311914 | Time: 7090.25 ms [2022-04-13 18:39:19 main:574] : INFO : Epoch 2009 | loss: 0.0311841 | val_loss: 0.0311909 | Time: 7061.41 ms [2022-04-13 18:39:26 main:574] : INFO : Epoch 2010 | loss: 0.0311866 | val_loss: 0.0311985 | Time: 6999.86 ms [2022-04-13 18:39:33 main:574] : INFO : Epoch 2011 | loss: 0.031185 | val_loss: 0.031191 | Time: 7059.69 ms [2022-04-13 18:39:40 main:574] : INFO : Epoch 2012 | loss: 0.0311835 | val_loss: 0.0311912 | Time: 7225.24 ms [2022-04-13 18:39:47 main:574] : INFO : Epoch 2013 | loss: 0.0311831 | val_loss: 0.0311909 | Time: 7064.95 ms [2022-04-13 18:39:54 main:574] : INFO : Epoch 2014 | loss: 0.0311829 | val_loss: 0.0311932 | Time: 7037.41 ms [2022-04-13 18:40:01 main:574] : INFO : Epoch 2015 | loss: 0.0311831 | val_loss: 0.0311924 | Time: 6993.36 ms [2022-04-13 18:40:09 main:574] : INFO : Epoch 2016 | loss: 0.0311827 | val_loss: 0.0311987 | Time: 7022.45 ms [2022-04-13 18:40:16 main:574] : INFO : Epoch 2017 | loss: 0.0311855 | val_loss: 0.0311932 | Time: 7118.78 ms [2022-04-13 18:40:33 main:574] : INFO : Epoch 2018 | loss: 0.0311832 | val_loss: 0.0311914 | Time: 17136.1 ms [2022-04-13 18:40:40 main:574] : INFO : Epoch 2019 | loss: 0.031186 | val_loss: 0.0311909 | Time: 7019.53 ms [2022-04-13 18:40:47 main:574] : INFO : Epoch 2020 | loss: 0.031184 | val_loss: 0.0311964 | Time: 7012.55 ms [2022-04-13 18:40:54 main:574] : INFO : Epoch 2021 | loss: 0.0311838 | val_loss: 0.0311911 | Time: 6914.49 ms [2022-04-13 18:41:01 main:574] : INFO : Epoch 2022 | loss: 0.0311823 | val_loss: 0.0311927 | Time: 7090.82 ms [2022-04-13 18:41:08 main:574] : INFO : Epoch 2023 | loss: 0.0311867 | val_loss: 0.0311993 | Time: 7151.37 ms [2022-04-13 18:41:15 main:574] : INFO : Epoch 2024 | loss: 0.0311877 | val_loss: 0.0311904 | Time: 7229.87 ms [2022-04-13 18:41:22 main:574] : INFO : Epoch 2025 | loss: 0.0311839 | val_loss: 0.0311921 | Time: 6992.04 ms [2022-04-13 18:41:29 main:574] : INFO : Epoch 2026 | loss: 0.0311822 | val_loss: 0.0311914 | Time: 7041.8 ms [2022-04-13 18:41:36 main:574] : INFO : Epoch 2027 | loss: 0.0311826 | val_loss: 0.0311913 | Time: 7103.21 ms [2022-04-13 18:41:44 main:574] : INFO : Epoch 2028 | loss: 0.031181 | val_loss: 0.0311914 | Time: 7171.95 ms [2022-04-13 18:41:51 main:574] : INFO : Epoch 2029 | loss: 0.031182 | val_loss: 0.0311902 | Time: 7068.6 ms [2022-04-13 18:41:58 main:574] : INFO : Epoch 2030 | loss: 0.0311824 | val_loss: 0.031193 | Time: 7204.53 ms [2022-04-13 18:42:05 main:574] : INFO : Epoch 2031 | loss: 0.0311815 | val_loss: 0.0311911 | Time: 7024.3 ms [2022-04-13 18:42:12 main:574] : INFO : Epoch 2032 | loss: 0.0311859 | val_loss: 0.0311967 | Time: 7000.67 ms [2022-04-13 18:42:19 main:574] : INFO : Epoch 2033 | loss: 0.0311802 | val_loss: 0.0311918 | Time: 7043.05 ms [2022-04-13 18:42:36 main:574] : INFO : Epoch 2034 | loss: 0.0311814 | val_loss: 0.0311913 | Time: 17194 ms [2022-04-13 18:42:43 main:574] : INFO : Epoch 2035 | loss: 0.0311805 | val_loss: 0.0311948 | Time: 7047.65 ms [2022-04-13 18:42:50 main:574] : INFO : Epoch 2036 | loss: 0.0311827 | val_loss: 0.0311907 | Time: 7077.22 ms [2022-04-13 18:42:57 main:574] : INFO : Epoch 2037 | loss: 0.0311788 | val_loss: 0.0311927 | Time: 7004.62 ms [2022-04-13 18:43:04 main:574] : INFO : Epoch 2038 | loss: 0.0311793 | val_loss: 0.0311929 | Time: 7065.19 ms [2022-04-13 18:43:11 main:574] : INFO : Epoch 2039 | loss: 0.0311768 | val_loss: 0.0311933 | Time: 7000.73 ms [2022-04-13 18:43:18 main:574] : INFO : Epoch 2040 | loss: 0.0311772 | val_loss: 0.0311909 | Time: 7065.61 ms [2022-04-13 18:43:25 main:574] : INFO : Epoch 2041 | loss: 0.0311793 | val_loss: 0.0311956 | Time: 7014.29 ms [2022-04-13 18:43:32 main:574] : INFO : Epoch 2042 | loss: 0.0311799 | val_loss: 0.0311946 | Time: 6970.42 ms [2022-04-13 18:43:40 main:574] : INFO : Epoch 2043 | loss: 0.0311796 | val_loss: 0.031194 | Time: 7240.88 ms [2022-04-13 18:43:47 main:574] : INFO : Epoch 2044 | loss: 0.03118 | val_loss: 0.0311942 | Time: 7004.03 ms [2022-04-13 18:43:54 main:574] : INFO : Epoch 2045 | loss: 0.0311811 | val_loss: 0.0311914 | Time: 7084.77 ms [2022-04-13 18:44:01 main:574] : INFO : Epoch 2046 | loss: 0.0311781 | val_loss: 0.0311972 | Time: 7025.94 ms [2022-04-13 18:44:08 main:574] : INFO : Epoch 2047 | loss: 0.0311792 | val_loss: 0.0311914 | Time: 7083.75 ms [2022-04-13 18:44:15 main:574] : INFO : Epoch 2048 | loss: 0.0311778 | val_loss: 0.0311911 | Time: 7115.93 ms [2022-04-13 18:44:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311911 [2022-04-13 18:44:15 main:603] : INFO : Saving end state to config to file [2022-04-13 18:44:15 main:608] : INFO : Success, exiting.. 18:44:15 (3388): 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)