Task 5252975
| Name | ParityMachine-1619584922-19858-3_1 |
| Workunit | 3154703 |
| Created | 30 May 2021, 9:06:50 UTC |
| Sent | 30 May 2021, 14:37:33 UTC |
| Report deadline | 6 Jun 2021, 14:37:33 UTC |
| Received | 31 May 2021, 15:46:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1832 |
| Run time | 3 hours 35 min 29 sec |
| CPU time | 2 hours 2 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 884.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310722 | val_loss: 0.0311932 | Time: 5340.14 ms [2021-05-31 08:50:17 main:574] : INFO : Epoch 1543 | loss: 0.0310704 | val_loss: 0.0311971 | Time: 5408.1 ms [2021-05-31 08:50:22 main:574] : INFO : Epoch 1544 | loss: 0.0310705 | val_loss: 0.0311968 | Time: 5321.02 ms [2021-05-31 08:50:28 main:574] : INFO : Epoch 1545 | loss: 0.031075 | val_loss: 0.031178 | Time: 5424.97 ms [2021-05-31 08:50:33 main:574] : INFO : Epoch 1546 | loss: 0.0310777 | val_loss: 0.0312121 | Time: 5392.95 ms [2021-05-31 08:50:39 main:574] : INFO : Epoch 1547 | loss: 0.0310721 | val_loss: 0.0311997 | Time: 5324.98 ms [2021-05-31 08:50:44 main:574] : INFO : Epoch 1548 | loss: 0.0310687 | val_loss: 0.0312002 | Time: 5316.22 ms [2021-05-31 08:50:50 main:574] : INFO : Epoch 1549 | loss: 0.0310659 | val_loss: 0.031183 | Time: 5423.35 ms [2021-05-31 08:50:56 main:574] : INFO : Epoch 1550 | loss: 0.0310691 | val_loss: 0.0312129 | Time: 5426.67 ms [2021-05-31 08:51:01 main:574] : INFO : Epoch 1551 | loss: 0.0310752 | val_loss: 0.0311943 | Time: 5318.8 ms [2021-05-31 08:51:06 main:574] : INFO : Epoch 1552 | loss: 0.0310711 | val_loss: 0.0311779 | Time: 5352.17 ms [2021-05-31 08:51:12 main:574] : INFO : Epoch 1553 | loss: 0.0310718 | val_loss: 0.031199 | Time: 5323.9 ms [2021-05-31 08:51:17 main:574] : INFO : Epoch 1554 | loss: 0.0310669 | val_loss: 0.031195 | Time: 5436.76 ms [2021-05-31 08:51:23 main:574] : INFO : Epoch 1555 | loss: 0.0310751 | val_loss: 0.031181 | Time: 5494.26 ms [2021-05-31 08:51:29 main:574] : INFO : Epoch 1556 | loss: 0.031073 | val_loss: 0.0311872 | Time: 5394.53 ms [2021-05-31 08:51:34 main:574] : INFO : Epoch 1557 | loss: 0.0310747 | val_loss: 0.0311853 | Time: 5380.28 ms [2021-05-31 08:51:40 main:574] : INFO : Epoch 1558 | loss: 0.0310736 | val_loss: 0.0311987 | Time: 5319.87 ms [2021-05-31 08:51:45 main:574] : INFO : Epoch 1559 | loss: 0.0310796 | val_loss: 0.0311765 | Time: 5390.42 ms [2021-05-31 08:51:52 main:574] : INFO : Epoch 1560 | loss: 0.031084 | val_loss: 0.0311784 | Time: 5363.32 ms [2021-05-31 08:51:57 main:574] : INFO : Epoch 1561 | loss: 0.0310804 | val_loss: 0.0311843 | Time: 5374.89 ms [2021-05-31 08:52:03 main:574] : INFO : Epoch 1562 | loss: 0.0310763 | val_loss: 0.0311764 | Time: 5348.7 ms [2021-05-31 08:52:08 main:574] : INFO : Epoch 1563 | loss: 0.031075 | val_loss: 0.0311821 | Time: 5353.13 ms [2021-05-31 08:52:14 main:574] : INFO : Epoch 1564 | loss: 0.0310784 | val_loss: 0.0311775 | Time: 5366.58 ms [2021-05-31 08:52:20 main:574] : INFO : Epoch 1565 | loss: 0.0310874 | val_loss: 0.0311767 | Time: 5424.81 ms [2021-05-31 08:52:25 main:574] : INFO : Epoch 1566 | loss: 0.031117 | val_loss: 0.0311668 | Time: 5426.28 ms [2021-05-31 08:52:31 main:574] : INFO : Epoch 1567 | loss: 0.0311108 | val_loss: 0.0311609 | Time: 5366.26 ms [2021-05-31 08:52:36 main:574] : INFO : Epoch 1568 | loss: 0.031105 | val_loss: 0.0311663 | Time: 5442.74 ms [2021-05-31 08:52:42 main:574] : INFO : Epoch 1569 | loss: 0.0311 | val_loss: 0.0311609 | Time: 5381.37 ms [2021-05-31 08:52:48 main:574] : INFO : Epoch 1570 | loss: 0.0310951 | val_loss: 0.0311694 | Time: 5662.83 ms [2021-05-31 08:52:53 main:574] : INFO : Epoch 1571 | loss: 0.0310952 | val_loss: 0.0311707 | Time: 5351 ms [2021-05-31 08:52:58 main:574] : INFO : Epoch 1572 | loss: 0.0310931 | val_loss: 0.0311673 | Time: 5258.68 ms [2021-05-31 08:53:04 main:574] : INFO : Epoch 1573 | loss: 0.0310924 | val_loss: 0.0311777 | Time: 5257.7 ms [2021-05-31 08:53:09 main:574] : INFO : Epoch 1574 | loss: 0.0310869 | val_loss: 0.0311709 | Time: 5275.7 ms [2021-05-31 08:53:14 main:574] : INFO : Epoch 1575 | loss: 0.0310848 | val_loss: 0.0311865 | Time: 5242.53 ms [2021-05-31 08:53:20 main:574] : INFO : Epoch 1576 | loss: 0.0310837 | val_loss: 0.0311981 | Time: 5253.17 ms [2021-05-31 08:53:25 main:574] : INFO : Epoch 1577 | loss: 0.0310879 | val_loss: 0.0311766 | Time: 5289.85 ms [2021-05-31 08:53:31 main:574] : INFO : Epoch 1578 | loss: 0.0310848 | val_loss: 0.0311769 | Time: 5274.01 ms [2021-05-31 08:53:36 main:574] : INFO : Epoch 1579 | loss: 0.0310877 | val_loss: 0.0311848 | Time: 5242.1 ms [2021-05-31 08:53:42 main:574] : INFO : Epoch 1580 | loss: 0.0310827 | val_loss: 0.0311899 | Time: 5515.35 ms [2021-05-31 08:53:47 main:574] : INFO : Epoch 1581 | loss: 0.0310783 | val_loss: 0.0311881 | Time: 5279.83 ms [2021-05-31 08:53:53 main:574] : INFO : Epoch 1582 | loss: 0.0310765 | val_loss: 0.0311773 | Time: 5372.63 ms [2021-05-31 08:53:58 main:574] : INFO : Epoch 1583 | loss: 0.0310827 | val_loss: 0.0311715 | Time: 5290.14 ms [2021-05-31 08:54:04 main:574] : INFO : Epoch 1584 | loss: 0.0310883 | val_loss: 0.0311772 | Time: 5277.03 ms [2021-05-31 08:54:09 main:574] : INFO : Epoch 1585 | loss: 0.0310876 | val_loss: 0.0311692 | Time: 5329.67 ms [2021-05-31 08:54:14 main:574] : INFO : Epoch 1586 | loss: 0.031085 | val_loss: 0.031184 | Time: 5311.84 ms [2021-05-31 08:54:20 main:574] : INFO : Epoch 1587 | loss: 0.0310787 | val_loss: 0.0311977 | Time: 5353.66 ms [2021-05-31 08:54:25 main:574] : INFO : Epoch 1588 | loss: 0.031078 | val_loss: 0.0311748 | Time: 5387.56 ms [2021-05-31 08:54:31 main:574] : INFO : Epoch 1589 | loss: 0.0310758 | val_loss: 0.0311727 | Time: 5293 ms [2021-05-31 08:54:36 main:574] : INFO : Epoch 1590 | loss: 0.0310795 | val_loss: 0.0311749 | Time: 5405.06 ms [2021-05-31 08:54:42 main:574] : INFO : Epoch 1591 | loss: 0.0310808 | val_loss: 0.0311809 | Time: 5382.91 ms [2021-05-31 08:54:47 main:574] : INFO : Epoch 1592 | loss: 0.0310807 | val_loss: 0.0311765 | Time: 5452.09 ms [2021-05-31 08:54:53 main:574] : INFO : Epoch 1593 | loss: 0.0310778 | val_loss: 0.0311847 | Time: 5428.64 ms [2021-05-31 08:54:58 main:574] : INFO : Epoch 1594 | loss: 0.0310728 | val_loss: 0.031188 | Time: 5271.91 ms [2021-05-31 08:55:04 main:574] : INFO : Epoch 1595 | loss: 0.0310733 | val_loss: 0.0311775 | Time: 5284.45 ms [2021-05-31 08:55:09 main:574] : INFO : Epoch 1596 | loss: 0.0310755 | val_loss: 0.0311687 | Time: 5332.94 ms [2021-05-31 08:55:15 main:574] : INFO : Epoch 1597 | loss: 0.0310746 | val_loss: 0.0311751 | Time: 5418.4 ms [2021-05-31 08:55:20 main:574] : INFO : Epoch 1598 | loss: 0.0310766 | val_loss: 0.0311917 | Time: 5290.66 ms [2021-05-31 08:55:26 main:574] : INFO : Epoch 1599 | loss: 0.0310751 | val_loss: 0.0312182 | Time: 5397.62 ms [2021-05-31 08:55:31 main:574] : INFO : Epoch 1600 | loss: 0.0310721 | val_loss: 0.0311748 | Time: 5261.43 ms [2021-05-31 08:55:37 main:574] : INFO : Epoch 1601 | loss: 0.0310736 | val_loss: 0.0311775 | Time: 5436.43 ms [2021-05-31 08:55:42 main:574] : INFO : Epoch 1602 | loss: 0.031078 | val_loss: 0.0311807 | Time: 5406.55 ms [2021-05-31 08:55:48 main:574] : INFO : Epoch 1603 | loss: 0.031075 | val_loss: 0.031173 | Time: 5368.46 ms [2021-05-31 08:55:53 main:574] : INFO : Epoch 1604 | loss: 0.0310732 | val_loss: 0.0311756 | Time: 5320.16 ms [2021-05-31 08:55:59 main:574] : INFO : Epoch 1605 | loss: 0.0310719 | val_loss: 0.0311669 | Time: 5333.38 ms [2021-05-31 08:56:04 main:574] : INFO : Epoch 1606 | loss: 0.0310697 | val_loss: 0.0311723 | Time: 5264.5 ms [2021-05-31 08:56:09 main:574] : INFO : Epoch 1607 | loss: 0.0311119 | val_loss: 0.0311779 | Time: 5403.01 ms [2021-05-31 08:56:15 main:574] : INFO : Epoch 1608 | loss: 0.0311459 | val_loss: 0.0311685 | Time: 5292.37 ms [2021-05-31 08:56:21 main:574] : INFO : Epoch 1609 | loss: 0.0311316 | val_loss: 0.0311673 | Time: 5411.46 ms [2021-05-31 08:56:26 main:574] : INFO : Epoch 1610 | loss: 0.0311249 | val_loss: 0.0311633 | Time: 5359.93 ms [2021-05-31 08:56:32 main:574] : INFO : Epoch 1611 | loss: 0.0311198 | val_loss: 0.0311643 | Time: 5261.56 ms [2021-05-31 08:56:37 main:574] : INFO : Epoch 1612 | loss: 0.0311168 | val_loss: 0.031167 | Time: 5352.96 ms [2021-05-31 08:56:43 main:574] : INFO : Epoch 1613 | loss: 0.0311126 | val_loss: 0.0311737 | Time: 5329.93 ms [2021-05-31 08:56:48 main:574] : INFO : Epoch 1614 | loss: 0.0311087 | val_loss: 0.0311774 | Time: 5471.12 ms [2021-05-31 08:56:54 main:574] : INFO : Epoch 1615 | loss: 0.0311086 | val_loss: 0.0311758 | Time: 5440.06 ms [2021-05-31 08:56:59 main:574] : INFO : Epoch 1616 | loss: 0.0311069 | val_loss: 0.0311727 | Time: 5545.73 ms [2021-05-31 08:57:05 main:574] : INFO : Epoch 1617 | loss: 0.0311032 | val_loss: 0.0311692 | Time: 5333.51 ms [2021-05-31 08:57:10 main:574] : INFO : Epoch 1618 | loss: 0.0311031 | val_loss: 0.0311763 | Time: 5334.35 ms [2021-05-31 08:57:16 main:574] : INFO : Epoch 1619 | loss: 0.0311073 | val_loss: 0.0311839 | Time: 5372.96 ms [2021-05-31 08:57:22 main:574] : INFO : Epoch 1620 | loss: 0.0311056 | val_loss: 0.0311808 | Time: 5454.11 ms [2021-05-31 08:57:27 main:574] : INFO : Epoch 1621 | loss: 0.0311075 | val_loss: 0.0311949 | Time: 5397.12 ms [2021-05-31 08:57:33 main:574] : INFO : Epoch 1622 | loss: 0.0311078 | val_loss: 0.0311797 | Time: 5462.48 ms [2021-05-31 08:57:38 main:574] : INFO : Epoch 1623 | loss: 0.0310996 | val_loss: 0.0311777 | Time: 5360.81 ms [2021-05-31 08:57:44 main:574] : INFO : Epoch 1624 | loss: 0.0310971 | val_loss: 0.0311807 | Time: 5260.98 ms [2021-05-31 08:57:49 main:574] : INFO : Epoch 1625 | loss: 0.0310934 | val_loss: 0.0311868 | Time: 5478.85 ms [2021-05-31 08:57:55 main:574] : INFO : Epoch 1626 | loss: 0.0310956 | val_loss: 0.0311818 | Time: 5370.9 ms [2021-05-31 08:58:01 main:574] : INFO : Epoch 1627 | loss: 0.0310996 | val_loss: 0.0311793 | Time: 6098.54 ms [2021-05-31 08:58:07 main:574] : INFO : Epoch 1628 | loss: 0.0311059 | val_loss: 0.0311796 | Time: 5796.89 ms [2021-05-31 08:58:13 main:574] : INFO : Epoch 1629 | loss: 0.0311099 | val_loss: 0.0311808 | Time: 5687.38 ms [2021-05-31 08:58:19 main:574] : INFO : Epoch 1630 | loss: 0.0311142 | val_loss: 0.0311789 | Time: 6091.77 ms [2021-05-31 08:58:26 main:574] : INFO : Epoch 1631 | loss: 0.0311145 | val_loss: 0.0311805 | Time: 6015.44 ms [2021-05-31 08:58:32 main:574] : INFO : Epoch 1632 | loss: 0.0311082 | val_loss: 0.0311676 | Time: 6082.15 ms [2021-05-31 08:58:38 main:574] : INFO : Epoch 1633 | loss: 0.0311051 | val_loss: 0.0311895 | Time: 5914.99 ms [2021-05-31 08:58:44 main:574] : INFO : Epoch 1634 | loss: 0.031102 | val_loss: 0.0311799 | Time: 5623.82 ms [2021-05-31 08:58:50 main:574] : INFO : Epoch 1635 | loss: 0.0311036 | val_loss: 0.031185 | Time: 6039.47 ms [2021-05-31 08:58:56 main:574] : INFO : Epoch 1636 | loss: 0.0311056 | val_loss: 0.0311746 | Time: 5573.38 ms [2021-05-31 08:59:03 main:574] : INFO : Epoch 1637 | loss: 0.0311022 | val_loss: 0.0311749 | Time: 6931.57 ms [2021-05-31 08:59:10 main:574] : INFO : Epoch 1638 | loss: 0.0310958 | val_loss: 0.0311816 | Time: 6108.76 ms [2021-05-31 08:59:16 main:574] : INFO : Epoch 1639 | loss: 0.0310956 | val_loss: 0.0311757 | Time: 5713.09 ms [2021-05-31 08:59:22 main:574] : INFO : Epoch 1640 | loss: 0.0310982 | val_loss: 0.0311795 | Time: 6127.67 ms [2021-05-31 08:59:28 main:574] : INFO : Epoch 1641 | loss: 0.0310945 | val_loss: 0.0311785 | Time: 6040.58 ms [2021-05-31 08:59:34 main:574] : INFO : Epoch 1642 | loss: 0.031098 | val_loss: 0.031184 | Time: 5872.95 ms [2021-05-31 08:59:41 main:574] : INFO : Epoch 1643 | loss: 0.0310961 | val_loss: 0.0311776 | Time: 5960.59 ms [2021-05-31 08:59:46 main:574] : INFO : Epoch 1644 | loss: 0.0310943 | val_loss: 0.0311933 | Time: 5739.1 ms [2021-05-31 08:59:52 main:574] : INFO : Epoch 1645 | loss: 0.0310966 | val_loss: 0.0311741 | Time: 5498.91 ms [2021-05-31 08:59:58 main:574] : INFO : Epoch 1646 | loss: 0.0311169 | val_loss: 0.0311729 | Time: 5383.28 ms [2021-05-31 09:00:03 main:574] : INFO : Epoch 1647 | loss: 0.0311117 | val_loss: 0.0311739 | Time: 5377.7 ms [2021-05-31 09:00:09 main:574] : INFO : Epoch 1648 | loss: 0.031104 | val_loss: 0.0311764 | Time: 5319.22 ms [2021-05-31 09:00:15 main:574] : INFO : Epoch 1649 | loss: 0.0311017 | val_loss: 0.0311671 | Time: 5459.87 ms [2021-05-31 09:00:21 main:574] : INFO : Epoch 1650 | loss: 0.0310978 | val_loss: 0.0311759 | Time: 5402.88 ms [2021-05-31 09:00:26 main:574] : INFO : Epoch 1651 | loss: 0.0310936 | val_loss: 0.0311854 | Time: 5335.25 ms [2021-05-31 09:00:32 main:574] : INFO : Epoch 1652 | loss: 0.0310882 | val_loss: 0.0311815 | Time: 5383.49 ms [2021-05-31 09:00:37 main:574] : INFO : Epoch 1653 | loss: 0.0310888 | val_loss: 0.0311728 | Time: 5325.72 ms [2021-05-31 09:00:43 main:574] : INFO : Epoch 1654 | loss: 0.0310865 | val_loss: 0.0311868 | Time: 5421.94 ms [2021-05-31 09:00:48 main:574] : INFO : Epoch 1655 | loss: 0.0310851 | val_loss: 0.0311706 | Time: 5462.83 ms [2021-05-31 09:00:54 main:574] : INFO : Epoch 1656 | loss: 0.0310825 | val_loss: 0.0311924 | Time: 5380.41 ms [2021-05-31 09:01:00 main:574] : INFO : Epoch 1657 | loss: 0.0310803 | val_loss: 0.031175 | Time: 5408.12 ms [2021-05-31 09:01:05 main:574] : INFO : Epoch 1658 | loss: 0.0310818 | val_loss: 0.0311802 | Time: 5463.09 ms [2021-05-31 09:01:11 main:574] : INFO : Epoch 1659 | loss: 0.0310838 | val_loss: 0.0311843 | Time: 5326.53 ms [2021-05-31 09:01:16 main:574] : INFO : Epoch 1660 | loss: 0.0310836 | val_loss: 0.0311711 | Time: 5318.91 ms [2021-05-31 09:01:22 main:574] : INFO : Epoch 1661 | loss: 0.0310911 | val_loss: 0.0311857 | Time: 5299.28 ms [2021-05-31 09:01:27 main:574] : INFO : Epoch 1662 | loss: 0.0310931 | val_loss: 0.0311641 | Time: 5410.95 ms [2021-05-31 09:01:33 main:574] : INFO : Epoch 1663 | loss: 0.0310851 | val_loss: 0.0311795 | Time: 5489.76 ms [2021-05-31 09:01:38 main:574] : INFO : Epoch 1664 | loss: 0.0310808 | val_loss: 0.0311742 | Time: 5361.07 ms [2021-05-31 09:01:44 main:574] : INFO : Epoch 1665 | loss: 0.0310863 | val_loss: 0.0311766 | Time: 5425.8 ms [2021-05-31 09:01:50 main:574] : INFO : Epoch 1666 | loss: 0.0310833 | val_loss: 0.0311771 | Time: 5348.28 ms [2021-05-31 09:01:55 main:574] : INFO : Epoch 1667 | loss: 0.031082 | val_loss: 0.0311798 | Time: 5262.25 ms [2021-05-31 09:02:01 main:574] : INFO : Epoch 1668 | loss: 0.0310794 | val_loss: 0.0311797 | Time: 5353.3 ms [2021-05-31 09:02:06 main:574] : INFO : Epoch 1669 | loss: 0.0310764 | val_loss: 0.0311797 | Time: 5306.53 ms [2021-05-31 09:02:12 main:574] : INFO : Epoch 1670 | loss: 0.0310804 | val_loss: 0.031187 | Time: 5362.66 ms [2021-05-31 09:02:17 main:574] : INFO : Epoch 1671 | loss: 0.0310808 | val_loss: 0.0311704 | Time: 5363.24 ms [2021-05-31 09:02:23 main:574] : INFO : Epoch 1672 | loss: 0.0310829 | val_loss: 0.0311694 | Time: 5344.63 ms [2021-05-31 09:02:28 main:574] : INFO : Epoch 1673 | loss: 0.0310906 | val_loss: 0.0311729 | Time: 5336.79 ms [2021-05-31 09:02:34 main:574] : INFO : Epoch 1674 | loss: 0.0310823 | val_loss: 0.0311999 | Time: 5434.32 ms [2021-05-31 09:02:40 main:574] : INFO : Epoch 1675 | loss: 0.0310813 | val_loss: 0.0311748 | Time: 6138.07 ms [2021-05-31 09:02:46 main:574] : INFO : Epoch 1676 | loss: 0.0310763 | val_loss: 0.0311768 | Time: 5315.31 ms [2021-05-31 09:02:51 main:574] : INFO : Epoch 1677 | loss: 0.0310775 | val_loss: 0.0312 | Time: 5281.09 ms [2021-05-31 09:02:57 main:574] : INFO : Epoch 1678 | loss: 0.031075 | val_loss: 0.0311767 | Time: 5889.05 ms [2021-05-31 09:03:04 main:574] : INFO : Epoch 1679 | loss: 0.0310826 | val_loss: 0.0311728 | Time: 6660.98 ms [2021-05-31 09:03:10 main:574] : INFO : Epoch 1680 | loss: 0.0310806 | val_loss: 0.0311982 | Time: 5653.07 ms [2021-05-31 09:03:17 main:574] : INFO : Epoch 1681 | loss: 0.0310741 | val_loss: 0.0311779 | Time: 5324.46 ms [2021-05-31 09:03:22 main:574] : INFO : Epoch 1682 | loss: 0.0310693 | val_loss: 0.0311786 | Time: 5265.83 ms [2021-05-31 09:03:29 main:574] : INFO : Epoch 1683 | loss: 0.0310708 | val_loss: 0.0311753 | Time: 5393.78 ms [2021-05-31 09:03:35 main:574] : INFO : Epoch 1684 | loss: 0.0310734 | val_loss: 0.0311694 | Time: 5512.94 ms [2021-05-31 09:03:41 main:574] : INFO : Epoch 1685 | loss: 0.0310747 | val_loss: 0.0311828 | Time: 5383.95 ms [2021-05-31 09:03:47 main:574] : INFO : Epoch 1686 | loss: 0.0310724 | val_loss: 0.0311837 | Time: 5422.33 ms [2021-05-31 09:03:52 main:574] : INFO : Epoch 1687 | loss: 0.0310737 | val_loss: 0.0311829 | Time: 5575.24 ms [2021-05-31 09:03:58 main:574] : INFO : Epoch 1688 | loss: 0.0310717 | val_loss: 0.0311842 | Time: 5448.64 ms [2021-05-31 09:04:04 main:574] : INFO : Epoch 1689 | loss: 0.0310713 | val_loss: 0.0311735 | Time: 5739.44 ms [2021-05-31 09:04:09 main:574] : INFO : Epoch 1690 | loss: 0.0310682 | val_loss: 0.0311957 | Time: 5290.05 ms [2021-05-31 09:04:15 main:574] : INFO : Epoch 1691 | loss: 0.0310685 | val_loss: 0.0311848 | Time: 5310.69 ms [2021-05-31 09:04:20 main:574] : INFO : Epoch 1692 | loss: 0.0310678 | val_loss: 0.0311781 | Time: 5432.33 ms [2021-05-31 09:04:26 main:574] : INFO : Epoch 1693 | loss: 0.0310706 | val_loss: 0.0311776 | Time: 5297.66 ms [2021-05-31 09:04:31 main:574] : INFO : Epoch 1694 | loss: 0.0310712 | val_loss: 0.0311753 | Time: 5304.56 ms [2021-05-31 09:04:37 main:574] : INFO : Epoch 1695 | loss: 0.0310676 | val_loss: 0.0311757 | Time: 5370.58 ms [2021-05-31 09:04:42 main:574] : INFO : Epoch 1696 | loss: 0.0310687 | val_loss: 0.0311907 | Time: 5313.75 ms [2021-05-31 09:04:48 main:574] : INFO : Epoch 1697 | loss: 0.03107 | val_loss: 0.0311714 | Time: 5428.52 ms [2021-05-31 09:04:53 main:574] : INFO : Epoch 1698 | loss: 0.0310698 | val_loss: 0.0311897 | Time: 5392.76 ms [2021-05-31 09:04:59 main:574] : INFO : Epoch 1699 | loss: 0.0310686 | val_loss: 0.0311814 | Time: 5352.79 ms [2021-05-31 09:05:04 main:574] : INFO : Epoch 1700 | loss: 0.0310652 | val_loss: 0.0311961 | Time: 5320.59 ms [2021-05-31 09:05:10 main:574] : INFO : Epoch 1701 | loss: 0.0310672 | val_loss: 0.031184 | Time: 5353.2 ms [2021-05-31 09:05:15 main:574] : INFO : Epoch 1702 | loss: 0.0310676 | val_loss: 0.0311854 | Time: 5427.03 ms [2021-05-31 09:05:21 main:574] : INFO : Epoch 1703 | loss: 0.031099 | val_loss: 0.0311719 | Time: 5286.91 ms [2021-05-31 09:05:26 main:574] : INFO : Epoch 1704 | loss: 0.0311 | val_loss: 0.0311689 | Time: 5357.85 ms [2021-05-31 09:05:32 main:574] : INFO : Epoch 1705 | loss: 0.031096 | val_loss: 0.0311677 | Time: 5433.9 ms [2021-05-31 09:05:37 main:574] : INFO : Epoch 1706 | loss: 0.0310883 | val_loss: 0.0311811 | Time: 5479.34 ms [2021-05-31 09:05:43 main:574] : INFO : Epoch 1707 | loss: 0.0310802 | val_loss: 0.0311803 | Time: 5639.06 ms [2021-05-31 09:05:48 main:574] : INFO : Epoch 1708 | loss: 0.0310786 | val_loss: 0.0311812 | Time: 5305.38 ms [2021-05-31 09:05:54 main:574] : INFO : Epoch 1709 | loss: 0.0310779 | val_loss: 0.0311927 | Time: 5551.57 ms [2021-05-31 09:06:00 main:574] : INFO : Epoch 1710 | loss: 0.0310742 | val_loss: 0.0311733 | Time: 5657.73 ms [2021-05-31 09:06:05 main:574] : INFO : Epoch 1711 | loss: 0.0310709 | val_loss: 0.0311813 | Time: 5362.57 ms [2021-05-31 09:06:11 main:574] : INFO : Epoch 1712 | loss: 0.0310723 | val_loss: 0.0312074 | Time: 5295.89 ms [2021-05-31 09:06:16 main:574] : INFO : Epoch 1713 | loss: 0.0310741 | val_loss: 0.0311927 | Time: 5371.02 ms [2021-05-31 09:06:22 main:574] : INFO : Epoch 1714 | loss: 0.0310738 | val_loss: 0.0311736 | Time: 5360.77 ms [2021-05-31 09:06:28 main:574] : INFO : Epoch 1715 | loss: 0.0310826 | val_loss: 0.0311941 | Time: 5537.27 ms [2021-05-31 09:06:33 main:574] : INFO : Epoch 1716 | loss: 0.0310739 | val_loss: 0.0311805 | Time: 5406.2 ms [2021-05-31 09:06:39 main:574] : INFO : Epoch 1717 | loss: 0.0310692 | val_loss: 0.0311795 | Time: 5356.59 ms [2021-05-31 09:06:44 main:574] : INFO : Epoch 1718 | loss: 0.0310756 | val_loss: 0.0311649 | Time: 5329.69 ms [2021-05-31 09:06:50 main:574] : INFO : Epoch 1719 | loss: 0.0310727 | val_loss: 0.0311835 | Time: 5482.08 ms [2021-05-31 09:06:55 main:574] : INFO : Epoch 1720 | loss: 0.0310674 | val_loss: 0.0311883 | Time: 5382.83 ms [2021-05-31 09:07:02 main:574] : INFO : Epoch 1721 | loss: 0.0310704 | val_loss: 0.0311927 | Time: 5357.91 ms [2021-05-31 09:07:08 main:574] : INFO : Epoch 1722 | loss: 0.0310747 | val_loss: 0.0311715 | Time: 5397.41 ms [2021-05-31 09:07:13 main:574] : INFO : Epoch 1723 | loss: 0.0310767 | val_loss: 0.0311842 | Time: 5378.03 ms [2021-05-31 09:07:19 main:574] : INFO : Epoch 1724 | loss: 0.0310746 | val_loss: 0.031199 | Time: 5479.03 ms [2021-05-31 09:07:24 main:574] : INFO : Epoch 1725 | loss: 0.0310766 | val_loss: 0.0311824 | Time: 5436.64 ms [2021-05-31 09:07:30 main:574] : INFO : Epoch 1726 | loss: 0.0310721 | val_loss: 0.0311863 | Time: 5487.44 ms [2021-05-31 09:07:36 main:574] : INFO : Epoch 1727 | loss: 0.0310764 | val_loss: 0.0311754 | Time: 5465.5 ms [2021-05-31 09:07:41 main:574] : INFO : Epoch 1728 | loss: 0.0310762 | val_loss: 0.0311845 | Time: 5306.46 ms [2021-05-31 09:07:47 main:574] : INFO : Epoch 1729 | loss: 0.0310741 | val_loss: 0.0311907 | Time: 5444.36 ms [2021-05-31 09:07:52 main:574] : INFO : Epoch 1730 | loss: 0.0310789 | val_loss: 0.031184 | Time: 5329.78 ms [2021-05-31 09:07:58 main:574] : INFO : Epoch 1731 | loss: 0.0310765 | val_loss: 0.0311842 | Time: 5559.6 ms [2021-05-31 09:08:04 main:574] : INFO : Epoch 1732 | loss: 0.0310759 | val_loss: 0.031178 | Time: 5742.23 ms [2021-05-31 09:08:11 main:574] : INFO : Epoch 1733 | loss: 0.0310876 | val_loss: 0.0311857 | Time: 6760.4 ms [2021-05-31 09:08:21 main:574] : INFO : Epoch 1734 | loss: 0.0310942 | val_loss: 0.0311846 | Time: 9546.23 ms [2021-05-31 09:08:27 main:574] : INFO : Epoch 1735 | loss: 0.0310915 | val_loss: 0.0311818 | Time: 5321.84 ms [2021-05-31 09:08:32 main:574] : INFO : Epoch 1736 | loss: 0.0310878 | val_loss: 0.0311762 | Time: 5348.98 ms [2021-05-31 09:08:38 main:574] : INFO : Epoch 1737 | loss: 0.0310837 | val_loss: 0.0311814 | Time: 5497.95 ms [2021-05-31 09:08:44 main:574] : INFO : Epoch 1738 | loss: 0.0310873 | val_loss: 0.03119 | Time: 6117.16 ms [2021-05-31 09:08:49 main:574] : INFO : Epoch 1739 | loss: 0.0310947 | val_loss: 0.0311838 | Time: 5292.73 ms [2021-05-31 09:08:55 main:574] : INFO : Epoch 1740 | loss: 0.03109 | val_loss: 0.0311908 | Time: 5353.18 ms [2021-05-31 09:09:01 main:574] : INFO : Epoch 1741 | loss: 0.0310898 | val_loss: 0.0311713 | Time: 5356.54 ms [2021-05-31 09:09:06 main:574] : INFO : Epoch 1742 | loss: 0.0310819 | val_loss: 0.0311822 | Time: 5306.33 ms [2021-05-31 09:09:12 main:574] : INFO : Epoch 1743 | loss: 0.031081 | val_loss: 0.0311728 | Time: 5389.95 ms [2021-05-31 09:09:17 main:574] : INFO : Epoch 1744 | loss: 0.0310792 | val_loss: 0.0311758 | Time: 5323.6 ms [2021-05-31 09:09:23 main:574] : INFO : Epoch 1745 | loss: 0.0310737 | val_loss: 0.0311734 | Time: 5445.96 ms [2021-05-31 09:09:29 main:574] : INFO : Epoch 1746 | loss: 0.0310743 | val_loss: 0.0311826 | Time: 5265.14 ms [2021-05-31 09:09:34 main:574] : INFO : Epoch 1747 | loss: 0.0310724 | val_loss: 0.0311832 | Time: 5286.9 ms [2021-05-31 09:09:39 main:574] : INFO : Epoch 1748 | loss: 0.0310691 | val_loss: 0.0311823 | Time: 5306.57 ms [2021-05-31 09:09:45 main:574] : INFO : Epoch 1749 | loss: 0.0310694 | val_loss: 0.0311742 | Time: 5300.11 ms [2021-05-31 09:09:50 main:574] : INFO : Epoch 1750 | loss: 0.0310731 | val_loss: 0.0311893 | Time: 5321.47 ms [2021-05-31 09:09:56 main:574] : INFO : Epoch 1751 | loss: 0.0310717 | val_loss: 0.031176 | Time: 5332.69 ms [2021-05-31 09:10:01 main:574] : INFO : Epoch 1752 | loss: 0.0310813 | val_loss: 0.0311765 | Time: 5314.28 ms [2021-05-31 09:10:07 main:574] : INFO : Epoch 1753 | loss: 0.0310994 | val_loss: 0.0311867 | Time: 5342.42 ms [2021-05-31 09:10:12 main:574] : INFO : Epoch 1754 | loss: 0.0310966 | val_loss: 0.031171 | Time: 5291.3 ms [2021-05-31 09:10:18 main:574] : INFO : Epoch 1755 | loss: 0.0310896 | val_loss: 0.0311744 | Time: 5331.1 ms [2021-05-31 09:10:23 main:574] : INFO : Epoch 1756 | loss: 0.0310825 | val_loss: 0.0311609 | Time: 5425.58 ms [2021-05-31 09:10:29 main:574] : INFO : Epoch 1757 | loss: 0.0310794 | val_loss: 0.0311688 | Time: 5278.43 ms [2021-05-31 09:10:34 main:574] : INFO : Epoch 1758 | loss: 0.0310763 | val_loss: 0.0311782 | Time: 5323.18 ms [2021-05-31 09:10:40 main:574] : INFO : Epoch 1759 | loss: 0.0310793 | val_loss: 0.0311724 | Time: 5534.6 ms [2021-05-31 09:10:46 main:574] : INFO : Epoch 1760 | loss: 0.0310776 | val_loss: 0.0311849 | Time: 5369.83 ms [2021-05-31 09:10:51 main:574] : INFO : Epoch 1761 | loss: 0.0310725 | val_loss: 0.0311778 | Time: 5309.14 ms [2021-05-31 09:10:57 main:574] : INFO : Epoch 1762 | loss: 0.0310774 | val_loss: 0.0311965 | Time: 5430.94 ms [2021-05-31 09:11:02 main:574] : INFO : Epoch 1763 | loss: 0.0310718 | val_loss: 0.0311872 | Time: 5366.73 ms [2021-05-31 09:11:08 main:574] : INFO : Epoch 1764 | loss: 0.0311 | val_loss: 0.0311659 | Time: 5331.08 ms [2021-05-31 09:11:13 main:574] : INFO : Epoch 1765 | loss: 0.0311003 | val_loss: 0.0311732 | Time: 5313.74 ms [2021-05-31 09:11:18 main:574] : INFO : Epoch 1766 | loss: 0.03109 | val_loss: 0.0311783 | Time: 5328.23 ms [2021-05-31 09:11:24 main:574] : INFO : Epoch 1767 | loss: 0.0310876 | val_loss: 0.0311823 | Time: 5378.34 ms [2021-05-31 09:11:29 main:574] : INFO : Epoch 1768 | loss: 0.0310845 | val_loss: 0.0311711 | Time: 5314.49 ms [2021-05-31 09:11:35 main:574] : INFO : Epoch 1769 | loss: 0.0310801 | val_loss: 0.0311779 | Time: 5317.43 ms [2021-05-31 09:11:40 main:574] : INFO : Epoch 1770 | loss: 0.0310786 | val_loss: 0.0311897 | Time: 5329.67 ms [2021-05-31 09:11:46 main:574] : INFO : Epoch 1771 | loss: 0.0310791 | val_loss: 0.0311812 | Time: 5356.16 ms [2021-05-31 09:11:51 main:574] : INFO : Epoch 1772 | loss: 0.0310753 | val_loss: 0.03118 | Time: 5349.95 ms [2021-05-31 09:11:56 main:574] : INFO : Epoch 1773 | loss: 0.031078 | val_loss: 0.0311755 | Time: 5329.79 ms [2021-05-31 09:12:02 main:574] : INFO : Epoch 1774 | loss: 0.0311044 | val_loss: 0.0311655 | Time: 5339.35 ms [2021-05-31 09:12:07 main:574] : INFO : Epoch 1775 | loss: 0.031098 | val_loss: 0.0311661 | Time: 5349.72 ms [2021-05-31 09:12:13 main:574] : INFO : Epoch 1776 | loss: 0.0310925 | val_loss: 0.0311707 | Time: 5274.94 ms [2021-05-31 09:12:18 main:574] : INFO : Epoch 1777 | loss: 0.0310894 | val_loss: 0.0311686 | Time: 5324.98 ms [2021-05-31 09:12:24 main:574] : INFO : Epoch 1778 | loss: 0.0310853 | val_loss: 0.0311867 | Time: 5300.15 ms [2021-05-31 09:12:29 main:574] : INFO : Epoch 1779 | loss: 0.0310871 | val_loss: 0.0311718 | Time: 5266.58 ms [2021-05-31 09:12:35 main:574] : INFO : Epoch 1780 | loss: 0.0310802 | val_loss: 0.0311768 | Time: 5397.24 ms [2021-05-31 09:12:40 main:574] : INFO : Epoch 1781 | loss: 0.031081 | val_loss: 0.0311731 | Time: 5293.34 ms [2021-05-31 09:12:46 main:574] : INFO : Epoch 1782 | loss: 0.0310773 | val_loss: 0.0311725 | Time: 5327.62 ms [2021-05-31 09:12:51 main:574] : INFO : Epoch 1783 | loss: 0.0310734 | val_loss: 0.031183 | Time: 5391.13 ms [2021-05-31 09:12:57 main:574] : INFO : Epoch 1784 | loss: 0.0310723 | val_loss: 0.0311857 | Time: 5275.49 ms [2021-05-31 09:13:02 main:574] : INFO : Epoch 1785 | loss: 0.0310719 | val_loss: 0.0311708 | Time: 5355.66 ms [2021-05-31 09:13:07 main:574] : INFO : Epoch 1786 | loss: 0.0310705 | val_loss: 0.031174 | Time: 5275.17 ms [2021-05-31 09:13:13 main:574] : INFO : Epoch 1787 | loss: 0.0310708 | val_loss: 0.0311752 | Time: 5399.99 ms [2021-05-31 09:13:18 main:574] : INFO : Epoch 1788 | loss: 0.0310706 | val_loss: 0.0311991 | Time: 5338.05 ms [2021-05-31 09:13:24 main:574] : INFO : Epoch 1789 | loss: 0.0310689 | val_loss: 0.0311941 | Time: 5271.24 ms [2021-05-31 09:13:29 main:574] : INFO : Epoch 1790 | loss: 0.0310699 | val_loss: 0.0311684 | Time: 5470.93 ms [2021-05-31 09:13:35 main:574] : INFO : Epoch 1791 | loss: 0.0310874 | val_loss: 0.0311636 | Time: 5247.24 ms [2021-05-31 09:13:40 main:574] : INFO : Epoch 1792 | loss: 0.0311096 | val_loss: 0.0311768 | Time: 5335.48 ms [2021-05-31 09:13:46 main:574] : INFO : Epoch 1793 | loss: 0.0310986 | val_loss: 0.0311751 | Time: 5369.41 ms [2021-05-31 09:13:51 main:574] : INFO : Epoch 1794 | loss: 0.0310926 | val_loss: 0.0311671 | Time: 5296.48 ms [2021-05-31 09:13:57 main:574] : INFO : Epoch 1795 | loss: 0.0310859 | val_loss: 0.0311715 | Time: 5400.53 ms [2021-05-31 09:14:02 main:574] : INFO : Epoch 1796 | loss: 0.0310815 | val_loss: 0.0311755 | Time: 5360.14 ms [2021-05-31 09:14:08 main:574] : INFO : Epoch 1797 | loss: 0.0310838 | val_loss: 0.0311745 | Time: 5366.93 ms [2021-05-31 09:14:13 main:574] : INFO : Epoch 1798 | loss: 0.0310834 | val_loss: 0.0311765 | Time: 5269.08 ms [2021-05-31 09:14:18 main:574] : INFO : Epoch 1799 | loss: 0.0310871 | val_loss: 0.0311769 | Time: 5333.91 ms [2021-05-31 09:14:24 main:574] : INFO : Epoch 1800 | loss: 0.031083 | val_loss: 0.0311741 | Time: 5266.34 ms [2021-05-31 09:14:29 main:574] : INFO : Epoch 1801 | loss: 0.0310835 | val_loss: 0.0311827 | Time: 5239.41 ms [2021-05-31 09:14:35 main:574] : INFO : Epoch 1802 | loss: 0.0310766 | val_loss: 0.0311754 | Time: 5342.21 ms [2021-05-31 09:14:40 main:574] : INFO : Epoch 1803 | loss: 0.0310729 | val_loss: 0.0311784 | Time: 5331.89 ms [2021-05-31 09:14:46 main:574] : INFO : Epoch 1804 | loss: 0.0310704 | val_loss: 0.031186 | Time: 5329.72 ms [2021-05-31 09:14:51 main:574] : INFO : Epoch 1805 | loss: 0.0310727 | val_loss: 0.031174 | Time: 5326.49 ms [2021-05-31 09:14:57 main:574] : INFO : Epoch 1806 | loss: 0.0310741 | val_loss: 0.0311986 | Time: 5320.21 ms [2021-05-31 09:15:02 main:574] : INFO : Epoch 1807 | loss: 0.0310716 | val_loss: 0.0311859 | Time: 5364.97 ms [2021-05-31 09:15:08 main:574] : INFO : Epoch 1808 | loss: 0.0310693 | val_loss: 0.0311725 | Time: 5272.23 ms [2021-05-31 09:15:14 main:574] : INFO : Epoch 1809 | loss: 0.0310688 | val_loss: 0.0311746 | Time: 5491.83 ms [2021-05-31 09:15:19 main:574] : INFO : Epoch 1810 | loss: 0.0310664 | val_loss: 0.0311675 | Time: 5401.52 ms [2021-05-31 09:15:24 main:574] : INFO : Epoch 1811 | loss: 0.031079 | val_loss: 0.0311797 | Time: 5341.1 ms [2021-05-31 09:15:30 main:574] : INFO : Epoch 1812 | loss: 0.0310728 | val_loss: 0.0311817 | Time: 5353.08 ms [2021-05-31 09:15:36 main:574] : INFO : Epoch 1813 | loss: 0.0310687 | val_loss: 0.0311834 | Time: 5969.55 ms [2021-05-31 09:15:43 main:574] : INFO : Epoch 1814 | loss: 0.0310649 | val_loss: 0.0311933 | Time: 6342.02 ms [2021-05-31 09:15:48 main:574] : INFO : Epoch 1815 | loss: 0.0310639 | val_loss: 0.0311948 | Time: 5403.51 ms [2021-05-31 09:15:54 main:574] : INFO : Epoch 1816 | loss: 0.0310693 | val_loss: 0.0311867 | Time: 5397.49 ms [2021-05-31 09:15:59 main:574] : INFO : Epoch 1817 | loss: 0.0310695 | val_loss: 0.0311853 | Time: 5312 ms [2021-05-31 09:16:05 main:574] : INFO : Epoch 1818 | loss: 0.0310691 | val_loss: 0.0311951 | Time: 5362.4 ms [2021-05-31 09:16:10 main:574] : INFO : Epoch 1819 | loss: 0.0310723 | val_loss: 0.0311938 | Time: 5385.83 ms [2021-05-31 09:16:16 main:574] : INFO : Epoch 1820 | loss: 0.0310743 | val_loss: 0.0311763 | Time: 5318.68 ms [2021-05-31 09:16:21 main:574] : INFO : Epoch 1821 | loss: 0.0310725 | val_loss: 0.0311771 | Time: 5382.92 ms [2021-05-31 09:16:27 main:574] : INFO : Epoch 1822 | loss: 0.0310694 | val_loss: 0.0311809 | Time: 5348.05 ms [2021-05-31 09:16:32 main:574] : INFO : Epoch 1823 | loss: 0.0310676 | val_loss: 0.0311947 | Time: 5403.45 ms [2021-05-31 09:16:38 main:574] : INFO : Epoch 1824 | loss: 0.0310721 | val_loss: 0.0311792 | Time: 5303.5 ms [2021-05-31 09:16:43 main:574] : INFO : Epoch 1825 | loss: 0.0310695 | val_loss: 0.0311832 | Time: 5392.17 ms [2021-05-31 09:16:49 main:574] : INFO : Epoch 1826 | loss: 0.0310695 | val_loss: 0.0311816 | Time: 5419.29 ms [2021-05-31 09:16:54 main:574] : INFO : Epoch 1827 | loss: 0.0310719 | val_loss: 0.031187 | Time: 5364.61 ms [2021-05-31 09:16:59 main:574] : INFO : Epoch 1828 | loss: 0.0310716 | val_loss: 0.0311916 | Time: 5331.28 ms [2021-05-31 09:17:05 main:574] : INFO : Epoch 1829 | loss: 0.0310756 | val_loss: 0.0311802 | Time: 5313.43 ms [2021-05-31 09:17:10 main:574] : INFO : Epoch 1830 | loss: 0.0310708 | val_loss: 0.0311816 | Time: 5397.2 ms [2021-05-31 09:17:16 main:574] : INFO : Epoch 1831 | loss: 0.0310775 | val_loss: 0.0311723 | Time: 5402 ms [2021-05-31 09:17:21 main:574] : INFO : Epoch 1832 | loss: 0.0310729 | val_loss: 0.0311712 | Time: 5290.15 ms [2021-05-31 09:17:27 main:574] : INFO : Epoch 1833 | loss: 0.0310717 | val_loss: 0.0311764 | Time: 5345.49 ms [2021-05-31 09:17:32 main:574] : INFO : Epoch 1834 | loss: 0.0310719 | val_loss: 0.0311711 | Time: 5366.24 ms [2021-05-31 09:17:38 main:574] : INFO : Epoch 1835 | loss: 0.0310722 | val_loss: 0.0311821 | Time: 5318.89 ms [2021-05-31 09:17:43 main:574] : INFO : Epoch 1836 | loss: 0.0310673 | val_loss: 0.031179 | Time: 5323.66 ms [2021-05-31 09:17:49 main:574] : INFO : Epoch 1837 | loss: 0.0310877 | val_loss: 0.0311742 | Time: 5284.82 ms [2021-05-31 09:17:54 main:574] : INFO : Epoch 1838 | loss: 0.031093 | val_loss: 0.0311942 | Time: 5251.91 ms [2021-05-31 09:17:59 main:574] : INFO : Epoch 1839 | loss: 0.0310816 | val_loss: 0.0311741 | Time: 5264.57 ms [2021-05-31 09:18:05 main:574] : INFO : Epoch 1840 | loss: 0.0310802 | val_loss: 0.0311765 | Time: 5450.81 ms [2021-05-31 09:18:10 main:574] : INFO : Epoch 1841 | loss: 0.0310792 | val_loss: 0.0311769 | Time: 5346.98 ms [2021-05-31 09:18:16 main:574] : INFO : Epoch 1842 | loss: 0.0311127 | val_loss: 0.0312233 | Time: 5285.74 ms [2021-05-31 09:18:21 main:574] : INFO : Epoch 1843 | loss: 0.0311973 | val_loss: 0.0313511 | Time: 5329.72 ms [2021-05-31 09:18:27 main:574] : INFO : Epoch 1844 | loss: 0.0332078 | val_loss: 0.0316488 | Time: 5376.67 ms [2021-05-31 09:18:32 main:574] : INFO : Epoch 1845 | loss: 0.0365387 | val_loss: 0.0427812 | Time: 5294.77 ms [2021-05-31 09:18:38 main:574] : INFO : Epoch 1846 | loss: 0.0329868 | val_loss: 0.0317505 | Time: 5399.65 ms [2021-05-31 09:18:43 main:574] : INFO : Epoch 1847 | loss: 0.0314824 | val_loss: 0.0313271 | Time: 5428.2 ms [2021-05-31 09:18:48 main:574] : INFO : Epoch 1848 | loss: 0.0312916 | val_loss: 0.0312685 | Time: 5250.28 ms [2021-05-31 09:18:54 main:574] : INFO : Epoch 1849 | loss: 0.0312574 | val_loss: 0.0312516 | Time: 5345.64 ms [2021-05-31 09:18:59 main:574] : INFO : Epoch 1850 | loss: 0.0312495 | val_loss: 0.0312475 | Time: 5338.17 ms [2021-05-31 09:19:05 main:574] : INFO : Epoch 1851 | loss: 0.0312474 | val_loss: 0.0312452 | Time: 5299.61 ms [2021-05-31 09:19:10 main:574] : INFO : Epoch 1852 | loss: 0.031245 | val_loss: 0.0312448 | Time: 5288.23 ms [2021-05-31 09:19:16 main:574] : INFO : Epoch 1853 | loss: 0.0312436 | val_loss: 0.0312409 | Time: 5273.78 ms [2021-05-31 09:19:21 main:574] : INFO : Epoch 1854 | loss: 0.0312406 | val_loss: 0.0312382 | Time: 5329.06 ms [2021-05-31 09:19:27 main:574] : INFO : Epoch 1855 | loss: 0.0312402 | val_loss: 0.0312426 | Time: 5319.96 ms [2021-05-31 09:19:32 main:574] : INFO : Epoch 1856 | loss: 0.0312374 | val_loss: 0.0312338 | Time: 5344.63 ms [2021-05-31 09:19:37 main:574] : INFO : Epoch 1857 | loss: 0.0312353 | val_loss: 0.0312354 | Time: 5295.02 ms [2021-05-31 09:19:43 main:574] : INFO : Epoch 1858 | loss: 0.0312348 | val_loss: 0.0312378 | Time: 5367.34 ms [2021-05-31 09:19:48 main:574] : INFO : Epoch 1859 | loss: 0.0312381 | val_loss: 0.0312286 | Time: 5356.04 ms [2021-05-31 09:19:54 main:574] : INFO : Epoch 1860 | loss: 0.03123 | val_loss: 0.0312298 | Time: 5320.11 ms [2021-05-31 09:19:59 main:574] : INFO : Epoch 1861 | loss: 0.031231 | val_loss: 0.0312351 | Time: 5275.94 ms [2021-05-31 09:20:05 main:574] : INFO : Epoch 1862 | loss: 0.0312302 | val_loss: 0.031227 | Time: 5355.36 ms [2021-05-31 09:20:10 main:574] : INFO : Epoch 1863 | loss: 0.0312279 | val_loss: 0.0312264 | Time: 5304.75 ms [2021-05-31 09:20:16 main:574] : INFO : Epoch 1864 | loss: 0.0312256 | val_loss: 0.0312243 | Time: 5402.95 ms [2021-05-31 09:20:21 main:574] : INFO : Epoch 1865 | loss: 0.0312254 | val_loss: 0.0312233 | Time: 5331.25 ms [2021-05-31 09:20:27 main:574] : INFO : Epoch 1866 | loss: 0.0312251 | val_loss: 0.0312286 | Time: 5360.73 ms [2021-05-31 09:20:32 main:574] : INFO : Epoch 1867 | loss: 0.0312259 | val_loss: 0.0312293 | Time: 5385.67 ms [2021-05-31 09:20:37 main:574] : INFO : Epoch 1868 | loss: 0.0312289 | val_loss: 0.031228 | Time: 5314.62 ms [2021-05-31 09:20:43 main:574] : INFO : Epoch 1869 | loss: 0.0312241 | val_loss: 0.0312222 | Time: 5477.34 ms [2021-05-31 09:20:49 main:574] : INFO : Epoch 1870 | loss: 0.0312236 | val_loss: 0.0312275 | Time: 5470.71 ms [2021-05-31 09:20:54 main:574] : INFO : Epoch 1871 | loss: 0.0312262 | val_loss: 0.031223 | Time: 5293.79 ms [2021-05-31 09:20:59 main:574] : INFO : Epoch 1872 | loss: 0.0312224 | val_loss: 0.0312228 | Time: 5339.83 ms [2021-05-31 09:21:05 main:574] : INFO : Epoch 1873 | loss: 0.0312229 | val_loss: 0.0312337 | Time: 5312.91 ms [2021-05-31 09:21:10 main:574] : INFO : Epoch 1874 | loss: 0.0312273 | val_loss: 0.0312236 | Time: 5350.17 ms [2021-05-31 09:21:16 main:574] : INFO : Epoch 1875 | loss: 0.0312218 | val_loss: 0.0312195 | Time: 5261.85 ms [2021-05-31 09:21:21 main:574] : INFO : Epoch 1876 | loss: 0.0312209 | val_loss: 0.031237 | Time: 5308.19 ms [2021-05-31 09:21:26 main:574] : INFO : Epoch 1877 | loss: 0.031222 | val_loss: 0.0312201 | Time: 5268.92 ms [2021-05-31 09:21:32 main:574] : INFO : Epoch 1878 | loss: 0.0312189 | val_loss: 0.0312212 | Time: 5332.56 ms [2021-05-31 09:21:37 main:574] : INFO : Epoch 1879 | loss: 0.0312178 | val_loss: 0.0312163 | Time: 5327.76 ms [2021-05-31 09:21:43 main:574] : INFO : Epoch 1880 | loss: 0.0312173 | val_loss: 0.0312169 | Time: 5400.76 ms [2021-05-31 09:21:48 main:574] : INFO : Epoch 1881 | loss: 0.0312135 | val_loss: 0.0312137 | Time: 5384.43 ms [2021-05-31 09:21:54 main:574] : INFO : Epoch 1882 | loss: 0.0312112 | val_loss: 0.0312127 | Time: 5471.07 ms [2021-05-31 09:22:00 main:574] : INFO : Epoch 1883 | loss: 0.0312162 | val_loss: 0.0312141 | Time: 5390.38 ms [2021-05-31 09:22:05 main:574] : INFO : Epoch 1884 | loss: 0.0312096 | val_loss: 0.0312079 | Time: 5297.85 ms [2021-05-31 09:22:11 main:574] : INFO : Epoch 1885 | loss: 0.0312149 | val_loss: 0.0312231 | Time: 5354.03 ms [2021-05-31 09:22:16 main:574] : INFO : Epoch 1886 | loss: 0.0312104 | val_loss: 0.0312082 | Time: 5427.84 ms [2021-05-31 09:22:22 main:574] : INFO : Epoch 1887 | loss: 0.0312044 | val_loss: 0.0312061 | Time: 5313.55 ms [2021-05-31 09:22:27 main:574] : INFO : Epoch 1888 | loss: 0.0312001 | val_loss: 0.0311988 | Time: 5290.93 ms [2021-05-31 09:22:32 main:574] : INFO : Epoch 1889 | loss: 0.0311984 | val_loss: 0.0311995 | Time: 5267.39 ms [2021-05-31 09:22:38 main:574] : INFO : Epoch 1890 | loss: 0.0312006 | val_loss: 0.0312132 | Time: 5307.81 ms [2021-05-31 09:22:43 main:574] : INFO : Epoch 1891 | loss: 0.0312055 | val_loss: 0.0312158 | Time: 5380.54 ms [2021-05-31 09:22:49 main:574] : INFO : Epoch 1892 | loss: 0.0312057 | val_loss: 0.0312148 | Time: 5299.67 ms [2021-05-31 09:22:54 main:574] : INFO : Epoch 1893 | loss: 0.0311998 | val_loss: 0.0312047 | Time: 5339.25 ms [2021-05-31 09:23:00 main:574] : INFO : Epoch 1894 | loss: 0.0311948 | val_loss: 0.0312121 | Time: 5454.84 ms [2021-05-31 09:23:06 main:574] : INFO : Epoch 1895 | loss: 0.0311909 | val_loss: 0.0311891 | Time: 5434.68 ms [2021-05-31 09:23:11 main:574] : INFO : Epoch 1896 | loss: 0.0311868 | val_loss: 0.0311903 | Time: 5357.4 ms [2021-05-31 09:23:17 main:574] : INFO : Epoch 1897 | loss: 0.031188 | val_loss: 0.0311904 | Time: 5388.34 ms [2021-05-31 09:23:22 main:574] : INFO : Epoch 1898 | loss: 0.0311846 | val_loss: 0.0311898 | Time: 5263.96 ms [2021-05-31 09:23:28 main:574] : INFO : Epoch 1899 | loss: 0.0311875 | val_loss: 0.0311929 | Time: 5387.39 ms [2021-05-31 09:23:33 main:574] : INFO : Epoch 1900 | loss: 0.0311859 | val_loss: 0.0311906 | Time: 5388.85 ms [2021-05-31 09:23:39 main:574] : INFO : Epoch 1901 | loss: 0.0311839 | val_loss: 0.031185 | Time: 5242.48 ms [2021-05-31 09:23:44 main:574] : INFO : Epoch 1902 | loss: 0.0311816 | val_loss: 0.0311861 | Time: 5331.9 ms [2021-05-31 09:23:50 main:574] : INFO : Epoch 1903 | loss: 0.0311828 | val_loss: 0.031184 | Time: 5339.41 ms [2021-05-31 09:23:55 main:574] : INFO : Epoch 1904 | loss: 0.0311804 | val_loss: 0.0311841 | Time: 5286.34 ms [2021-05-31 09:24:01 main:574] : INFO : Epoch 1905 | loss: 0.0311821 | val_loss: 0.0311835 | Time: 5666.83 ms [2021-05-31 09:24:06 main:574] : INFO : Epoch 1906 | loss: 0.0311865 | val_loss: 0.0311822 | Time: 5334.29 ms [2021-05-31 09:24:12 main:574] : INFO : Epoch 1907 | loss: 0.0311824 | val_loss: 0.0311829 | Time: 5323.07 ms [2021-05-31 09:24:17 main:574] : INFO : Epoch 1908 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 5280.49 ms [2021-05-31 09:24:23 main:574] : INFO : Epoch 1909 | loss: 0.0311822 | val_loss: 0.0311817 | Time: 5303.69 ms [2021-05-31 09:24:28 main:574] : INFO : Epoch 1910 | loss: 0.0311787 | val_loss: 0.0311825 | Time: 5234.99 ms [2021-05-31 09:24:34 main:574] : INFO : Epoch 1911 | loss: 0.0311802 | val_loss: 0.0311807 | Time: 5367.89 ms [2021-05-31 09:24:39 main:574] : INFO : Epoch 1912 | loss: 0.0311801 | val_loss: 0.0311807 | Time: 5358.45 ms [2021-05-31 09:24:44 main:574] : INFO : Epoch 1913 | loss: 0.0311823 | val_loss: 0.0312243 | Time: 5286.53 ms [2021-05-31 09:24:50 main:574] : INFO : Epoch 1914 | loss: 0.0311974 | val_loss: 0.031191 | Time: 5343.26 ms [2021-05-31 09:24:55 main:574] : INFO : Epoch 1915 | loss: 0.0311784 | val_loss: 0.0311858 | Time: 5341.54 ms [2021-05-31 09:25:01 main:574] : INFO : Epoch 1916 | loss: 0.0311828 | val_loss: 0.031198 | Time: 5276.92 ms [2021-05-31 09:25:06 main:574] : INFO : Epoch 1917 | loss: 0.031186 | val_loss: 0.0311797 | Time: 5376.64 ms [2021-05-31 09:25:12 main:574] : INFO : Epoch 1918 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 5299.17 ms [2021-05-31 09:25:17 main:574] : INFO : Epoch 1919 | loss: 0.031177 | val_loss: 0.0311969 | Time: 5295.45 ms [2021-05-31 09:25:22 main:574] : INFO : Epoch 1920 | loss: 0.0311806 | val_loss: 0.0311848 | Time: 5304.21 ms [2021-05-31 09:25:28 main:574] : INFO : Epoch 1921 | loss: 0.03118 | val_loss: 0.0311809 | Time: 5263.75 ms [2021-05-31 09:25:33 main:574] : INFO : Epoch 1922 | loss: 0.0311799 | val_loss: 0.0311807 | Time: 5284.64 ms [2021-05-31 09:25:39 main:574] : INFO : Epoch 1923 | loss: 0.0311762 | val_loss: 0.0311803 | Time: 5387.94 ms [2021-05-31 09:25:44 main:574] : INFO : Epoch 1924 | loss: 0.0311754 | val_loss: 0.0311786 | Time: 5288.37 ms [2021-05-31 09:25:50 main:574] : INFO : Epoch 1925 | loss: 0.031174 | val_loss: 0.0311833 | Time: 5355.1 ms [2021-05-31 09:25:55 main:574] : INFO : Epoch 1926 | loss: 0.0311745 | val_loss: 0.0311893 | Time: 5369.59 ms [2021-05-31 09:26:01 main:574] : INFO : Epoch 1927 | loss: 0.0311773 | val_loss: 0.0311766 | Time: 5373.3 ms [2021-05-31 09:26:06 main:574] : INFO : Epoch 1928 | loss: 0.0311764 | val_loss: 0.0311835 | Time: 5333.43 ms [2021-05-31 09:26:12 main:574] : INFO : Epoch 1929 | loss: 0.0311719 | val_loss: 0.0311801 | Time: 5283.06 ms [2021-05-31 09:26:17 main:574] : INFO : Epoch 1930 | loss: 0.0311717 | val_loss: 0.0311768 | Time: 5300.35 ms [2021-05-31 09:26:22 main:574] : INFO : Epoch 1931 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 5376.87 ms [2021-05-31 09:26:28 main:574] : INFO : Epoch 1932 | loss: 0.0311716 | val_loss: 0.0311744 | Time: 5360.51 ms [2021-05-31 09:26:33 main:574] : INFO : Epoch 1933 | loss: 0.0311712 | val_loss: 0.0311745 | Time: 5247.43 ms [2021-05-31 09:26:39 main:574] : INFO : Epoch 1934 | loss: 0.0311672 | val_loss: 0.0311733 | Time: 5610.3 ms [2021-05-31 09:26:45 main:574] : INFO : Epoch 1935 | loss: 0.0311662 | val_loss: 0.031174 | Time: 5553.84 ms [2021-05-31 09:26:50 main:574] : INFO : Epoch 1936 | loss: 0.0311658 | val_loss: 0.0311753 | Time: 5320.47 ms [2021-05-31 09:26:56 main:574] : INFO : Epoch 1937 | loss: 0.0311679 | val_loss: 0.0311736 | Time: 5319.79 ms [2021-05-31 09:27:01 main:574] : INFO : Epoch 1938 | loss: 0.0311662 | val_loss: 0.0311722 | Time: 5327.69 ms [2021-05-31 09:27:07 main:574] : INFO : Epoch 1939 | loss: 0.0311665 | val_loss: 0.0311768 | Time: 5348.22 ms [2021-05-31 09:27:12 main:574] : INFO : Epoch 1940 | loss: 0.0311669 | val_loss: 0.0311816 | Time: 5378.44 ms [2021-05-31 09:27:18 main:574] : INFO : Epoch 1941 | loss: 0.031167 | val_loss: 0.0311715 | Time: 5299.34 ms [2021-05-31 09:27:23 main:574] : INFO : Epoch 1942 | loss: 0.0311686 | val_loss: 0.0311791 | Time: 5469.42 ms [2021-05-31 09:27:29 main:574] : INFO : Epoch 1943 | loss: 0.0311675 | val_loss: 0.0311705 | Time: 5348.27 ms [2021-05-31 09:27:34 main:574] : INFO : Epoch 1944 | loss: 0.0311638 | val_loss: 0.0311765 | Time: 5352.57 ms [2021-05-31 09:27:40 main:574] : INFO : Epoch 1945 | loss: 0.0311676 | val_loss: 0.0311843 | Time: 5292.43 ms [2021-05-31 09:27:46 main:574] : INFO : Epoch 1946 | loss: 0.0311695 | val_loss: 0.0311919 | Time: 5309 ms [2021-05-31 09:27:51 main:574] : INFO : Epoch 1947 | loss: 0.0311645 | val_loss: 0.0311709 | Time: 5317.23 ms [2021-05-31 09:27:57 main:574] : INFO : Epoch 1948 | loss: 0.031161 | val_loss: 0.0311745 | Time: 5320.36 ms [2021-05-31 09:28:02 main:574] : INFO : Epoch 1949 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 5340.89 ms [2021-05-31 09:28:08 main:574] : INFO : Epoch 1950 | loss: 0.031169 | val_loss: 0.0311709 | Time: 5337.52 ms [2021-05-31 09:28:13 main:574] : INFO : Epoch 1951 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 5292.67 ms [2021-05-31 09:28:19 main:574] : INFO : Epoch 1952 | loss: 0.0311634 | val_loss: 0.0311776 | Time: 5308.42 ms [2021-05-31 09:28:24 main:574] : INFO : Epoch 1953 | loss: 0.0311614 | val_loss: 0.0311706 | Time: 5348.02 ms [2021-05-31 09:28:30 main:574] : INFO : Epoch 1954 | loss: 0.0311601 | val_loss: 0.0311762 | Time: 5267.47 ms [2021-05-31 09:28:35 main:574] : INFO : Epoch 1955 | loss: 0.0311608 | val_loss: 0.0311779 | Time: 5238.06 ms [2021-05-31 09:28:40 main:574] : INFO : Epoch 1956 | loss: 0.0311593 | val_loss: 0.0311692 | Time: 5318.47 ms [2021-05-31 09:28:46 main:574] : INFO : Epoch 1957 | loss: 0.0311614 | val_loss: 0.0311708 | Time: 5375.02 ms [2021-05-31 09:28:52 main:574] : INFO : Epoch 1958 | loss: 0.0311594 | val_loss: 0.0311685 | Time: 5294.67 ms [2021-05-31 09:28:57 main:574] : INFO : Epoch 1959 | loss: 0.0311598 | val_loss: 0.0311762 | Time: 5294.84 ms [2021-05-31 09:29:02 main:574] : INFO : Epoch 1960 | loss: 0.0311642 | val_loss: 0.0312029 | Time: 5329.57 ms [2021-05-31 09:29:09 main:574] : INFO : Epoch 1961 | loss: 0.0311683 | val_loss: 0.0311687 | Time: 5274.94 ms [2021-05-31 09:29:15 main:574] : INFO : Epoch 1962 | loss: 0.0311576 | val_loss: 0.0311677 | Time: 5246.03 ms [2021-05-31 09:29:21 main:574] : INFO : Epoch 1963 | loss: 0.0311567 | val_loss: 0.0311689 | Time: 5334.26 ms [2021-05-31 09:29:26 main:574] : INFO : Epoch 1964 | loss: 0.0311594 | val_loss: 0.0311764 | Time: 5326.29 ms [2021-05-31 09:29:32 main:574] : INFO : Epoch 1965 | loss: 0.0311624 | val_loss: 0.031192 | Time: 5361.68 ms [2021-05-31 09:29:37 main:574] : INFO : Epoch 1966 | loss: 0.0311621 | val_loss: 0.0311672 | Time: 5362.75 ms [2021-05-31 09:29:43 main:574] : INFO : Epoch 1967 | loss: 0.0311588 | val_loss: 0.0311756 | Time: 5438.51 ms [2021-05-31 09:29:48 main:574] : INFO : Epoch 1968 | loss: 0.0311549 | val_loss: 0.0311679 | Time: 5287.96 ms [2021-05-31 09:29:54 main:574] : INFO : Epoch 1969 | loss: 0.0311544 | val_loss: 0.0311678 | Time: 5289.75 ms [2021-05-31 09:29:59 main:574] : INFO : Epoch 1970 | loss: 0.0311561 | val_loss: 0.0311707 | Time: 5308.26 ms [2021-05-31 09:30:05 main:574] : INFO : Epoch 1971 | loss: 0.0311547 | val_loss: 0.0311667 | Time: 5347.78 ms [2021-05-31 09:30:10 main:574] : INFO : Epoch 1972 | loss: 0.0311531 | val_loss: 0.0311711 | Time: 5260.79 ms [2021-05-31 09:30:15 main:574] : INFO : Epoch 1973 | loss: 0.0311538 | val_loss: 0.0311691 | Time: 5281.51 ms [2021-05-31 09:30:21 main:574] : INFO : Epoch 1974 | loss: 0.0311515 | val_loss: 0.0311711 | Time: 5326.93 ms [2021-05-31 09:30:26 main:574] : INFO : Epoch 1975 | loss: 0.0311535 | val_loss: 0.0311675 | Time: 5290.13 ms [2021-05-31 09:30:32 main:574] : INFO : Epoch 1976 | loss: 0.0311524 | val_loss: 0.0311679 | Time: 5318.16 ms [2021-05-31 09:30:38 main:574] : INFO : Epoch 1977 | loss: 0.0311501 | val_loss: 0.0311679 | Time: 5330.56 ms [2021-05-31 09:30:43 main:574] : INFO : Epoch 1978 | loss: 0.0311538 | val_loss: 0.0311685 | Time: 5305.24 ms [2021-05-31 09:30:49 main:574] : INFO : Epoch 1979 | loss: 0.0311489 | val_loss: 0.0311695 | Time: 5258.12 ms [2021-05-31 09:30:54 main:574] : INFO : Epoch 1980 | loss: 0.0311505 | val_loss: 0.0311673 | Time: 5346.33 ms [2021-05-31 09:31:00 main:574] : INFO : Epoch 1981 | loss: 0.0311504 | val_loss: 0.0311716 | Time: 5406.67 ms [2021-05-31 09:31:05 main:574] : INFO : Epoch 1982 | loss: 0.0311525 | val_loss: 0.0311688 | Time: 5253.82 ms [2021-05-31 09:31:11 main:574] : INFO : Epoch 1983 | loss: 0.0311514 | val_loss: 0.0311677 | Time: 5479.21 ms [2021-05-31 09:31:17 main:574] : INFO : Epoch 1984 | loss: 0.0311526 | val_loss: 0.0311724 | Time: 5428.6 ms [2021-05-31 09:31:22 main:574] : INFO : Epoch 1985 | loss: 0.0311519 | val_loss: 0.0311758 | Time: 5350.84 ms [2021-05-31 09:31:28 main:574] : INFO : Epoch 1986 | loss: 0.0311516 | val_loss: 0.0311675 | Time: 5351.35 ms [2021-05-31 09:31:33 main:574] : INFO : Epoch 1987 | loss: 0.0311566 | val_loss: 0.0311706 | Time: 5379.43 ms [2021-05-31 09:31:39 main:574] : INFO : Epoch 1988 | loss: 0.0311505 | val_loss: 0.0311674 | Time: 5365.65 ms [2021-05-31 09:31:44 main:574] : INFO : Epoch 1989 | loss: 0.0311472 | val_loss: 0.0311715 | Time: 5295.09 ms [2021-05-31 09:31:50 main:574] : INFO : Epoch 1990 | loss: 0.0311495 | val_loss: 0.0311921 | Time: 5353.74 ms [2021-05-31 09:31:55 main:574] : INFO : Epoch 1991 | loss: 0.0311585 | val_loss: 0.0311723 | Time: 5404.4 ms [2021-05-31 09:32:01 main:574] : INFO : Epoch 1992 | loss: 0.0311603 | val_loss: 0.0311844 | Time: 5456.99 ms [2021-05-31 09:32:06 main:574] : INFO : Epoch 1993 | loss: 0.0311545 | val_loss: 0.031168 | Time: 5494.61 ms [2021-05-31 09:32:12 main:574] : INFO : Epoch 1994 | loss: 0.0311466 | val_loss: 0.0311687 | Time: 5362.68 ms [2021-05-31 09:32:17 main:574] : INFO : Epoch 1995 | loss: 0.031149 | val_loss: 0.0311664 | Time: 5298.57 ms [2021-05-31 09:32:23 main:574] : INFO : Epoch 1996 | loss: 0.0311512 | val_loss: 0.0311696 | Time: 5411.24 ms [2021-05-31 09:32:28 main:574] : INFO : Epoch 1997 | loss: 0.0311483 | val_loss: 0.0311664 | Time: 5282.23 ms [2021-05-31 09:32:33 main:574] : INFO : Epoch 1998 | loss: 0.031146 | val_loss: 0.0311661 | Time: 5311.04 ms [2021-05-31 09:32:39 main:574] : INFO : Epoch 1999 | loss: 0.0311473 | val_loss: 0.0311699 | Time: 5297.36 ms [2021-05-31 09:32:44 main:574] : INFO : Epoch 2000 | loss: 0.0311458 | val_loss: 0.031166 | Time: 5364.21 ms [2021-05-31 09:32:50 main:574] : INFO : Epoch 2001 | loss: 0.0311456 | val_loss: 0.0311674 | Time: 5333.19 ms [2021-05-31 09:32:56 main:574] : INFO : Epoch 2002 | loss: 0.0311451 | val_loss: 0.0311677 | Time: 5319.75 ms [2021-05-31 09:33:01 main:574] : INFO : Epoch 2003 | loss: 0.0311468 | val_loss: 0.0311695 | Time: 5350.44 ms [2021-05-31 09:33:06 main:574] : INFO : Epoch 2004 | loss: 0.031152 | val_loss: 0.0311709 | Time: 5282.42 ms [2021-05-31 09:33:12 main:574] : INFO : Epoch 2005 | loss: 0.0311491 | val_loss: 0.0311662 | Time: 5340.92 ms [2021-05-31 09:33:18 main:574] : INFO : Epoch 2006 | loss: 0.0311531 | val_loss: 0.0311714 | Time: 5424.98 ms [2021-05-31 09:33:23 main:574] : INFO : Epoch 2007 | loss: 0.0311452 | val_loss: 0.0311693 | Time: 5338.18 ms [2021-05-31 09:33:29 main:574] : INFO : Epoch 2008 | loss: 0.0311458 | val_loss: 0.0311666 | Time: 5466.31 ms [2021-05-31 09:33:34 main:574] : INFO : Epoch 2009 | loss: 0.031144 | val_loss: 0.0311687 | Time: 5362.68 ms [2021-05-31 09:33:40 main:574] : INFO : Epoch 2010 | loss: 0.0311446 | val_loss: 0.0311677 | Time: 5401.47 ms [2021-05-31 09:33:45 main:574] : INFO : Epoch 2011 | loss: 0.0311433 | val_loss: 0.0311636 | Time: 5354.79 ms [2021-05-31 09:33:51 main:574] : INFO : Epoch 2012 | loss: 0.0311479 | val_loss: 0.0311655 | Time: 5291.62 ms [2021-05-31 09:33:56 main:574] : INFO : Epoch 2013 | loss: 0.0311506 | val_loss: 0.0311647 | Time: 5371.06 ms [2021-05-31 09:34:02 main:574] : INFO : Epoch 2014 | loss: 0.0311451 | val_loss: 0.0311645 | Time: 5929.53 ms [2021-05-31 09:34:09 main:574] : INFO : Epoch 2015 | loss: 0.0311514 | val_loss: 0.0311687 | Time: 5410.09 ms [2021-05-31 09:34:14 main:574] : INFO : Epoch 2016 | loss: 0.0311474 | val_loss: 0.0311705 | Time: 5353.91 ms [2021-05-31 09:34:20 main:574] : INFO : Epoch 2017 | loss: 0.0311465 | val_loss: 0.0311659 | Time: 5270.75 ms [2021-05-31 09:34:25 main:574] : INFO : Epoch 2018 | loss: 0.0311459 | val_loss: 0.0311676 | Time: 5329.79 ms [2021-05-31 09:34:31 main:574] : INFO : Epoch 2019 | loss: 0.0311543 | val_loss: 0.0311738 | Time: 5395.01 ms [2021-05-31 09:34:36 main:574] : INFO : Epoch 2020 | loss: 0.0311508 | val_loss: 0.0311722 | Time: 5306.52 ms [2021-05-31 09:34:41 main:574] : INFO : Epoch 2021 | loss: 0.0311496 | val_loss: 0.0311806 | Time: 5294.32 ms [2021-05-31 09:34:47 main:574] : INFO : Epoch 2022 | loss: 0.0311533 | val_loss: 0.0311685 | Time: 5309.23 ms [2021-05-31 09:34:52 main:574] : INFO : Epoch 2023 | loss: 0.0311475 | val_loss: 0.0311618 | Time: 5280.45 ms [2021-05-31 09:34:58 main:574] : INFO : Epoch 2024 | loss: 0.0311479 | val_loss: 0.031162 | Time: 5336.55 ms [2021-05-31 09:35:03 main:574] : INFO : Epoch 2025 | loss: 0.0311405 | val_loss: 0.0311653 | Time: 5257.98 ms [2021-05-31 09:35:09 main:574] : INFO : Epoch 2026 | loss: 0.031144 | val_loss: 0.0311703 | Time: 5368.06 ms [2021-05-31 09:35:14 main:574] : INFO : Epoch 2027 | loss: 0.0311415 | val_loss: 0.0311628 | Time: 5336.46 ms [2021-05-31 09:35:20 main:574] : INFO : Epoch 2028 | loss: 0.0311406 | val_loss: 0.0311642 | Time: 5238.56 ms [2021-05-31 09:35:25 main:574] : INFO : Epoch 2029 | loss: 0.0311428 | val_loss: 0.0311645 | Time: 5410.32 ms [2021-05-31 09:35:31 main:574] : INFO : Epoch 2030 | loss: 0.031146 | val_loss: 0.0311617 | Time: 5287.11 ms [2021-05-31 09:35:36 main:574] : INFO : Epoch 2031 | loss: 0.031144 | val_loss: 0.0311626 | Time: 5369.29 ms [2021-05-31 09:35:42 main:574] : INFO : Epoch 2032 | loss: 0.031146 | val_loss: 0.0311756 | Time: 5372.27 ms [2021-05-31 09:35:47 main:574] : INFO : Epoch 2033 | loss: 0.0311524 | val_loss: 0.0311696 | Time: 5256.4 ms [2021-05-31 09:35:52 main:574] : INFO : Epoch 2034 | loss: 0.0311444 | val_loss: 0.031171 | Time: 5302.56 ms [2021-05-31 09:35:58 main:574] : INFO : Epoch 2035 | loss: 0.031141 | val_loss: 0.0311623 | Time: 5369.04 ms [2021-05-31 09:36:03 main:574] : INFO : Epoch 2036 | loss: 0.0311409 | val_loss: 0.0311609 | Time: 5324.04 ms [2021-05-31 09:36:09 main:574] : INFO : Epoch 2037 | loss: 0.0311469 | val_loss: 0.0311623 | Time: 5295.47 ms [2021-05-31 09:36:14 main:574] : INFO : Epoch 2038 | loss: 0.0311449 | val_loss: 0.0311606 | Time: 5351.52 ms [2021-05-31 09:36:20 main:574] : INFO : Epoch 2039 | loss: 0.0311396 | val_loss: 0.0311618 | Time: 5260.22 ms [2021-05-31 09:36:25 main:574] : INFO : Epoch 2040 | loss: 0.0311408 | val_loss: 0.0311647 | Time: 5283.93 ms [2021-05-31 09:36:31 main:574] : INFO : Epoch 2041 | loss: 0.0311412 | val_loss: 0.031161 | Time: 5365.89 ms [2021-05-31 09:36:36 main:574] : INFO : Epoch 2042 | loss: 0.0311393 | val_loss: 0.0311631 | Time: 5339.16 ms [2021-05-31 09:36:41 main:574] : INFO : Epoch 2043 | loss: 0.0311381 | val_loss: 0.0311615 | Time: 5287.11 ms [2021-05-31 09:36:47 main:574] : INFO : Epoch 2044 | loss: 0.0311383 | val_loss: 0.0311601 | Time: 5501.88 ms [2021-05-31 09:36:52 main:574] : INFO : Epoch 2045 | loss: 0.031142 | val_loss: 0.0311614 | Time: 5352.88 ms [2021-05-31 09:36:58 main:574] : INFO : Epoch 2046 | loss: 0.0311396 | val_loss: 0.03116 | Time: 5314.02 ms [2021-05-31 09:37:03 main:574] : INFO : Epoch 2047 | loss: 0.0311392 | val_loss: 0.0311577 | Time: 5253.05 ms [2021-05-31 09:37:09 main:574] : INFO : Epoch 2048 | loss: 0.0311393 | val_loss: 0.0311601 | Time: 5258.82 ms [2021-05-31 09:37:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311601 [2021-05-31 09:37:09 main:603] : INFO : Saving end state to config to file [2021-05-31 09:37:09 main:608] : INFO : Success, exiting.. 09:37:09 (1492): 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)