Task 11369811
| Name | ParityModified-1639966592-14610-1-0_1 |
| Workunit | 8194655 |
| Created | 5 Feb 2022, 15:18:03 UTC |
| Sent | 5 Feb 2022, 16:40:53 UTC |
| Report deadline | 13 Feb 2022, 16:40:53 UTC |
| Received | 6 Feb 2022, 2:21:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11317 |
| Run time | 3 hours 14 min 15 sec |
| CPU time | 2 hours 54 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,856.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2-02-06 01:33:56 main:574] : INFO : Epoch 1542 | loss: 0.0311061 | val_loss: 0.0311655 | Time: 5703.85 ms [2022-02-06 01:34:02 main:574] : INFO : Epoch 1543 | loss: 0.0310994 | val_loss: 0.0311649 | Time: 5410.05 ms [2022-02-06 01:34:07 main:574] : INFO : Epoch 1544 | loss: 0.0310965 | val_loss: 0.0311676 | Time: 5367.65 ms [2022-02-06 01:34:13 main:574] : INFO : Epoch 1545 | loss: 0.031092 | val_loss: 0.0311635 | Time: 5437.39 ms [2022-02-06 01:34:18 main:574] : INFO : Epoch 1546 | loss: 0.0310883 | val_loss: 0.0311624 | Time: 5419.08 ms [2022-02-06 01:34:24 main:574] : INFO : Epoch 1547 | loss: 0.0310875 | val_loss: 0.0311646 | Time: 5590.28 ms [2022-02-06 01:34:29 main:574] : INFO : Epoch 1548 | loss: 0.0310886 | val_loss: 0.031167 | Time: 5533.93 ms [2022-02-06 01:34:35 main:574] : INFO : Epoch 1549 | loss: 0.0310878 | val_loss: 0.0311678 | Time: 5568.85 ms [2022-02-06 01:34:41 main:574] : INFO : Epoch 1550 | loss: 0.0310851 | val_loss: 0.0311769 | Time: 5629.28 ms [2022-02-06 01:34:46 main:574] : INFO : Epoch 1551 | loss: 0.0310844 | val_loss: 0.0311694 | Time: 5387.63 ms [2022-02-06 01:34:52 main:574] : INFO : Epoch 1552 | loss: 0.0310836 | val_loss: 0.0311671 | Time: 5406.55 ms [2022-02-06 01:34:57 main:574] : INFO : Epoch 1553 | loss: 0.0310819 | val_loss: 0.0311745 | Time: 5685.69 ms [2022-02-06 01:35:03 main:574] : INFO : Epoch 1554 | loss: 0.0310847 | val_loss: 0.031173 | Time: 5455.91 ms [2022-02-06 01:35:09 main:574] : INFO : Epoch 1555 | loss: 0.0310834 | val_loss: 0.0311776 | Time: 5513.37 ms [2022-02-06 01:35:14 main:574] : INFO : Epoch 1556 | loss: 0.0310821 | val_loss: 0.0311666 | Time: 5578.98 ms [2022-02-06 01:35:20 main:574] : INFO : Epoch 1557 | loss: 0.0310818 | val_loss: 0.0311687 | Time: 5518.05 ms [2022-02-06 01:35:25 main:574] : INFO : Epoch 1558 | loss: 0.0310849 | val_loss: 0.0311749 | Time: 5560.69 ms [2022-02-06 01:35:31 main:574] : INFO : Epoch 1559 | loss: 0.0310854 | val_loss: 0.0311685 | Time: 5523.75 ms [2022-02-06 01:35:37 main:574] : INFO : Epoch 1560 | loss: 0.0310833 | val_loss: 0.031172 | Time: 5469.28 ms [2022-02-06 01:35:42 main:574] : INFO : Epoch 1561 | loss: 0.0310835 | val_loss: 0.0311817 | Time: 5801.19 ms [2022-02-06 01:35:48 main:574] : INFO : Epoch 1562 | loss: 0.0310846 | val_loss: 0.0311659 | Time: 5500.81 ms [2022-02-06 01:35:54 main:574] : INFO : Epoch 1563 | loss: 0.031081 | val_loss: 0.0311725 | Time: 5424.55 ms [2022-02-06 01:35:59 main:574] : INFO : Epoch 1564 | loss: 0.0310798 | val_loss: 0.0311752 | Time: 5324.44 ms [2022-02-06 01:36:05 main:574] : INFO : Epoch 1565 | loss: 0.0310808 | val_loss: 0.0311704 | Time: 5551.9 ms [2022-02-06 01:36:10 main:574] : INFO : Epoch 1566 | loss: 0.0310873 | val_loss: 0.0311716 | Time: 5655.81 ms [2022-02-06 01:36:16 main:574] : INFO : Epoch 1567 | loss: 0.0310848 | val_loss: 0.0311821 | Time: 5556.79 ms [2022-02-06 01:36:22 main:574] : INFO : Epoch 1568 | loss: 0.0310836 | val_loss: 0.0311652 | Time: 5490.9 ms [2022-02-06 01:36:27 main:574] : INFO : Epoch 1569 | loss: 0.0310816 | val_loss: 0.0311693 | Time: 5490.4 ms [2022-02-06 01:36:33 main:574] : INFO : Epoch 1570 | loss: 0.0310862 | val_loss: 0.0311716 | Time: 5674.75 ms [2022-02-06 01:36:38 main:574] : INFO : Epoch 1571 | loss: 0.0310848 | val_loss: 0.031171 | Time: 5342.14 ms [2022-02-06 01:36:44 main:574] : INFO : Epoch 1572 | loss: 0.0310772 | val_loss: 0.0311749 | Time: 5443.55 ms [2022-02-06 01:36:49 main:574] : INFO : Epoch 1573 | loss: 0.0310816 | val_loss: 0.0311768 | Time: 5428.67 ms [2022-02-06 01:36:55 main:574] : INFO : Epoch 1574 | loss: 0.0310911 | val_loss: 0.031162 | Time: 5601.73 ms [2022-02-06 01:37:01 main:574] : INFO : Epoch 1575 | loss: 0.0310915 | val_loss: 0.0311654 | Time: 5526.93 ms [2022-02-06 01:37:06 main:574] : INFO : Epoch 1576 | loss: 0.0310911 | val_loss: 0.0311732 | Time: 5486.4 ms [2022-02-06 01:37:12 main:574] : INFO : Epoch 1577 | loss: 0.0310865 | val_loss: 0.0311712 | Time: 5411.37 ms [2022-02-06 01:37:17 main:574] : INFO : Epoch 1578 | loss: 0.0310813 | val_loss: 0.0311687 | Time: 5540.52 ms [2022-02-06 01:37:23 main:574] : INFO : Epoch 1579 | loss: 0.0310793 | val_loss: 0.031176 | Time: 5506.51 ms [2022-02-06 01:37:28 main:574] : INFO : Epoch 1580 | loss: 0.0310826 | val_loss: 0.031167 | Time: 5271.68 ms [2022-02-06 01:37:34 main:574] : INFO : Epoch 1581 | loss: 0.0310838 | val_loss: 0.0311727 | Time: 5479.42 ms [2022-02-06 01:37:40 main:574] : INFO : Epoch 1582 | loss: 0.0310789 | val_loss: 0.0311779 | Time: 5737.78 ms [2022-02-06 01:37:45 main:574] : INFO : Epoch 1583 | loss: 0.03108 | val_loss: 0.0311727 | Time: 5488.12 ms [2022-02-06 01:37:51 main:574] : INFO : Epoch 1584 | loss: 0.0310778 | val_loss: 0.0311731 | Time: 5522.52 ms [2022-02-06 01:37:56 main:574] : INFO : Epoch 1585 | loss: 0.0310781 | val_loss: 0.0311768 | Time: 5441.25 ms [2022-02-06 01:38:02 main:574] : INFO : Epoch 1586 | loss: 0.0310786 | val_loss: 0.0311725 | Time: 5515.81 ms [2022-02-06 01:38:08 main:574] : INFO : Epoch 1587 | loss: 0.0310854 | val_loss: 0.0311723 | Time: 5495.22 ms [2022-02-06 01:38:13 main:574] : INFO : Epoch 1588 | loss: 0.0310808 | val_loss: 0.0311736 | Time: 5464.7 ms [2022-02-06 01:38:19 main:574] : INFO : Epoch 1589 | loss: 0.0310794 | val_loss: 0.0311665 | Time: 5544.71 ms [2022-02-06 01:38:24 main:574] : INFO : Epoch 1590 | loss: 0.0310825 | val_loss: 0.0311754 | Time: 5356.44 ms [2022-02-06 01:38:30 main:574] : INFO : Epoch 1591 | loss: 0.0310843 | val_loss: 0.0311744 | Time: 5487.37 ms [2022-02-06 01:38:35 main:574] : INFO : Epoch 1592 | loss: 0.0310894 | val_loss: 0.0311876 | Time: 5367.53 ms [2022-02-06 01:38:41 main:574] : INFO : Epoch 1593 | loss: 0.0310873 | val_loss: 0.031174 | Time: 5507.57 ms [2022-02-06 01:38:46 main:574] : INFO : Epoch 1594 | loss: 0.0310813 | val_loss: 0.0311679 | Time: 5562.75 ms [2022-02-06 01:38:52 main:574] : INFO : Epoch 1595 | loss: 0.031086 | val_loss: 0.0311736 | Time: 5676.9 ms [2022-02-06 01:38:58 main:574] : INFO : Epoch 1596 | loss: 0.0311098 | val_loss: 0.0311639 | Time: 5693.82 ms [2022-02-06 01:39:03 main:574] : INFO : Epoch 1597 | loss: 0.0311082 | val_loss: 0.0311703 | Time: 5493.49 ms [2022-02-06 01:39:09 main:574] : INFO : Epoch 1598 | loss: 0.0310977 | val_loss: 0.031169 | Time: 5453.35 ms [2022-02-06 01:39:15 main:574] : INFO : Epoch 1599 | loss: 0.0310973 | val_loss: 0.0311724 | Time: 5669.02 ms [2022-02-06 01:39:20 main:574] : INFO : Epoch 1600 | loss: 0.0310929 | val_loss: 0.0311669 | Time: 5465.22 ms [2022-02-06 01:39:26 main:574] : INFO : Epoch 1601 | loss: 0.0310906 | val_loss: 0.0311757 | Time: 5512.42 ms [2022-02-06 01:39:32 main:574] : INFO : Epoch 1602 | loss: 0.0310872 | val_loss: 0.0311677 | Time: 5499.24 ms [2022-02-06 01:39:37 main:574] : INFO : Epoch 1603 | loss: 0.0310837 | val_loss: 0.0311809 | Time: 5497.7 ms [2022-02-06 01:39:43 main:574] : INFO : Epoch 1604 | loss: 0.0310862 | val_loss: 0.0311714 | Time: 5478.17 ms [2022-02-06 01:39:49 main:574] : INFO : Epoch 1605 | loss: 0.0310813 | val_loss: 0.0311808 | Time: 5652.52 ms [2022-02-06 01:39:54 main:574] : INFO : Epoch 1606 | loss: 0.03108 | val_loss: 0.0311682 | Time: 5477.02 ms [2022-02-06 01:40:00 main:574] : INFO : Epoch 1607 | loss: 0.0310807 | val_loss: 0.0311795 | Time: 5367.52 ms [2022-02-06 01:40:05 main:574] : INFO : Epoch 1608 | loss: 0.0310809 | val_loss: 0.0311705 | Time: 5714.46 ms [2022-02-06 01:40:11 main:574] : INFO : Epoch 1609 | loss: 0.0310793 | val_loss: 0.0311738 | Time: 5526.63 ms [2022-02-06 01:40:16 main:574] : INFO : Epoch 1610 | loss: 0.0310806 | val_loss: 0.0311757 | Time: 5420.34 ms [2022-02-06 01:40:22 main:574] : INFO : Epoch 1611 | loss: 0.0310807 | val_loss: 0.0311711 | Time: 5537.35 ms [2022-02-06 01:40:28 main:574] : INFO : Epoch 1612 | loss: 0.0310781 | val_loss: 0.0311706 | Time: 5683.56 ms [2022-02-06 01:40:33 main:574] : INFO : Epoch 1613 | loss: 0.0310809 | val_loss: 0.0311695 | Time: 5489.46 ms [2022-02-06 01:40:39 main:574] : INFO : Epoch 1614 | loss: 0.0310836 | val_loss: 0.0311801 | Time: 5714.02 ms [2022-02-06 01:40:45 main:574] : INFO : Epoch 1615 | loss: 0.0310838 | val_loss: 0.0311804 | Time: 5604.53 ms [2022-02-06 01:40:51 main:574] : INFO : Epoch 1616 | loss: 0.0310795 | val_loss: 0.0311765 | Time: 5865.91 ms [2022-02-06 01:40:57 main:574] : INFO : Epoch 1617 | loss: 0.0310884 | val_loss: 0.0311641 | Time: 5678.75 ms [2022-02-06 01:41:02 main:574] : INFO : Epoch 1618 | loss: 0.0310828 | val_loss: 0.0311742 | Time: 5647.61 ms [2022-02-06 01:41:08 main:574] : INFO : Epoch 1619 | loss: 0.0310822 | val_loss: 0.031166 | Time: 5510.56 ms [2022-02-06 01:41:14 main:574] : INFO : Epoch 1620 | loss: 0.031077 | val_loss: 0.0311724 | Time: 5744.12 ms [2022-02-06 01:41:19 main:574] : INFO : Epoch 1621 | loss: 0.03108 | val_loss: 0.0311725 | Time: 5460.56 ms [2022-02-06 01:41:25 main:574] : INFO : Epoch 1622 | loss: 0.0310766 | val_loss: 0.0311729 | Time: 5665.91 ms [2022-02-06 01:41:31 main:574] : INFO : Epoch 1623 | loss: 0.0310782 | val_loss: 0.0311766 | Time: 5541.15 ms [2022-02-06 01:41:36 main:574] : INFO : Epoch 1624 | loss: 0.0310796 | val_loss: 0.0311653 | Time: 5532.39 ms [2022-02-06 01:41:42 main:574] : INFO : Epoch 1625 | loss: 0.0311017 | val_loss: 0.0311613 | Time: 5573.44 ms [2022-02-06 01:41:48 main:574] : INFO : Epoch 1626 | loss: 0.0310952 | val_loss: 0.0311643 | Time: 5635.71 ms [2022-02-06 01:41:53 main:574] : INFO : Epoch 1627 | loss: 0.0310861 | val_loss: 0.0311694 | Time: 5642.45 ms [2022-02-06 01:41:59 main:574] : INFO : Epoch 1628 | loss: 0.03108 | val_loss: 0.0311703 | Time: 5436.46 ms [2022-02-06 01:42:04 main:574] : INFO : Epoch 1629 | loss: 0.0310768 | val_loss: 0.0311747 | Time: 5520.86 ms [2022-02-06 01:42:10 main:574] : INFO : Epoch 1630 | loss: 0.0310749 | val_loss: 0.0311669 | Time: 5467.97 ms [2022-02-06 01:42:16 main:574] : INFO : Epoch 1631 | loss: 0.031085 | val_loss: 0.0311669 | Time: 5524.89 ms [2022-02-06 01:42:21 main:574] : INFO : Epoch 1632 | loss: 0.0310909 | val_loss: 0.0311729 | Time: 5645.67 ms [2022-02-06 01:42:27 main:574] : INFO : Epoch 1633 | loss: 0.0310836 | val_loss: 0.0311707 | Time: 5748.55 ms [2022-02-06 01:42:33 main:574] : INFO : Epoch 1634 | loss: 0.0310812 | val_loss: 0.0311686 | Time: 5519.56 ms [2022-02-06 01:42:39 main:574] : INFO : Epoch 1635 | loss: 0.0310913 | val_loss: 0.0311677 | Time: 5812.29 ms [2022-02-06 01:42:44 main:574] : INFO : Epoch 1636 | loss: 0.0310957 | val_loss: 0.0311646 | Time: 5623.76 ms [2022-02-06 01:42:50 main:574] : INFO : Epoch 1637 | loss: 0.0310852 | val_loss: 0.0311629 | Time: 5563.01 ms [2022-02-06 01:42:56 main:574] : INFO : Epoch 1638 | loss: 0.0310839 | val_loss: 0.0311733 | Time: 5645.79 ms [2022-02-06 01:43:01 main:574] : INFO : Epoch 1639 | loss: 0.0310825 | val_loss: 0.0311583 | Time: 5498.65 ms [2022-02-06 01:43:07 main:574] : INFO : Epoch 1640 | loss: 0.0310847 | val_loss: 0.0311735 | Time: 5631.1 ms [2022-02-06 01:43:13 main:574] : INFO : Epoch 1641 | loss: 0.031082 | val_loss: 0.0311754 | Time: 5506.76 ms [2022-02-06 01:43:18 main:574] : INFO : Epoch 1642 | loss: 0.03108 | val_loss: 0.0311703 | Time: 5568.03 ms [2022-02-06 01:43:24 main:574] : INFO : Epoch 1643 | loss: 0.0310784 | val_loss: 0.0311829 | Time: 5479.46 ms [2022-02-06 01:43:29 main:574] : INFO : Epoch 1644 | loss: 0.0310772 | val_loss: 0.0311744 | Time: 5424.22 ms [2022-02-06 01:43:35 main:574] : INFO : Epoch 1645 | loss: 0.0310771 | val_loss: 0.0311723 | Time: 5410.59 ms [2022-02-06 01:43:41 main:574] : INFO : Epoch 1646 | loss: 0.031072 | val_loss: 0.0311797 | Time: 5515.52 ms [2022-02-06 01:43:46 main:574] : INFO : Epoch 1647 | loss: 0.0310703 | val_loss: 0.0311844 | Time: 5494 ms [2022-02-06 01:43:52 main:574] : INFO : Epoch 1648 | loss: 0.0310702 | val_loss: 0.0311758 | Time: 5622.51 ms [2022-02-06 01:43:57 main:574] : INFO : Epoch 1649 | loss: 0.0310701 | val_loss: 0.0311787 | Time: 5530.18 ms [2022-02-06 01:44:03 main:574] : INFO : Epoch 1650 | loss: 0.0310731 | val_loss: 0.0311721 | Time: 5593.12 ms [2022-02-06 01:44:09 main:574] : INFO : Epoch 1651 | loss: 0.0310782 | val_loss: 0.0311686 | Time: 5561.2 ms [2022-02-06 01:44:14 main:574] : INFO : Epoch 1652 | loss: 0.031076 | val_loss: 0.0311684 | Time: 5562.82 ms [2022-02-06 01:44:20 main:574] : INFO : Epoch 1653 | loss: 0.0310716 | val_loss: 0.0311708 | Time: 5398.29 ms [2022-02-06 01:44:25 main:574] : INFO : Epoch 1654 | loss: 0.0310732 | val_loss: 0.0311708 | Time: 5476.57 ms [2022-02-06 01:44:31 main:574] : INFO : Epoch 1655 | loss: 0.0310766 | val_loss: 0.0311753 | Time: 5710.44 ms [2022-02-06 01:44:37 main:574] : INFO : Epoch 1656 | loss: 0.0310802 | val_loss: 0.0311691 | Time: 5580 ms [2022-02-06 01:44:42 main:574] : INFO : Epoch 1657 | loss: 0.031077 | val_loss: 0.031172 | Time: 5394.2 ms [2022-02-06 01:44:48 main:574] : INFO : Epoch 1658 | loss: 0.0310752 | val_loss: 0.0311642 | Time: 5468.43 ms [2022-02-06 01:44:53 main:574] : INFO : Epoch 1659 | loss: 0.0310781 | val_loss: 0.0311668 | Time: 5456.31 ms [2022-02-06 01:44:59 main:574] : INFO : Epoch 1660 | loss: 0.0310731 | val_loss: 0.0311723 | Time: 5533.71 ms [2022-02-06 01:45:05 main:574] : INFO : Epoch 1661 | loss: 0.0310777 | val_loss: 0.0311719 | Time: 5727.13 ms [2022-02-06 01:45:11 main:574] : INFO : Epoch 1662 | loss: 0.031074 | val_loss: 0.0311652 | Time: 5506.37 ms [2022-02-06 01:45:16 main:574] : INFO : Epoch 1663 | loss: 0.0310746 | val_loss: 0.0311754 | Time: 5517.72 ms [2022-02-06 01:45:22 main:574] : INFO : Epoch 1664 | loss: 0.031075 | val_loss: 0.0311672 | Time: 5615.61 ms [2022-02-06 01:45:27 main:574] : INFO : Epoch 1665 | loss: 0.0310746 | val_loss: 0.0311715 | Time: 5495.94 ms [2022-02-06 01:45:33 main:574] : INFO : Epoch 1666 | loss: 0.0310773 | val_loss: 0.0311641 | Time: 5498.41 ms [2022-02-06 01:45:39 main:574] : INFO : Epoch 1667 | loss: 0.0310764 | val_loss: 0.031166 | Time: 5671.5 ms [2022-02-06 01:45:44 main:574] : INFO : Epoch 1668 | loss: 0.0310734 | val_loss: 0.0311703 | Time: 5460.44 ms [2022-02-06 01:45:50 main:574] : INFO : Epoch 1669 | loss: 0.0310719 | val_loss: 0.0311786 | Time: 5602.3 ms [2022-02-06 01:45:56 main:574] : INFO : Epoch 1670 | loss: 0.031077 | val_loss: 0.0311722 | Time: 5521.45 ms [2022-02-06 01:46:01 main:574] : INFO : Epoch 1671 | loss: 0.0310862 | val_loss: 0.0311787 | Time: 5561.52 ms [2022-02-06 01:46:07 main:574] : INFO : Epoch 1672 | loss: 0.031079 | val_loss: 0.0311697 | Time: 5704.59 ms [2022-02-06 01:46:13 main:574] : INFO : Epoch 1673 | loss: 0.0310808 | val_loss: 0.031171 | Time: 5543.84 ms [2022-02-06 01:46:18 main:574] : INFO : Epoch 1674 | loss: 0.0310789 | val_loss: 0.031173 | Time: 5477.98 ms [2022-02-06 01:46:24 main:574] : INFO : Epoch 1675 | loss: 0.0310732 | val_loss: 0.0311691 | Time: 5500.65 ms [2022-02-06 01:46:29 main:574] : INFO : Epoch 1676 | loss: 0.0310814 | val_loss: 0.0311613 | Time: 5377.05 ms [2022-02-06 01:46:35 main:574] : INFO : Epoch 1677 | loss: 0.0310959 | val_loss: 0.0311749 | Time: 5536.43 ms [2022-02-06 01:46:41 main:574] : INFO : Epoch 1678 | loss: 0.0311527 | val_loss: 0.0311699 | Time: 5526.7 ms [2022-02-06 01:46:46 main:574] : INFO : Epoch 1679 | loss: 0.0311597 | val_loss: 0.0311631 | Time: 5487.59 ms [2022-02-06 01:46:52 main:574] : INFO : Epoch 1680 | loss: 0.0311519 | val_loss: 0.0311639 | Time: 5603.27 ms [2022-02-06 01:46:57 main:574] : INFO : Epoch 1681 | loss: 0.0311449 | val_loss: 0.031162 | Time: 5573.31 ms [2022-02-06 01:47:03 main:574] : INFO : Epoch 1682 | loss: 0.031141 | val_loss: 0.0311635 | Time: 5653.16 ms [2022-02-06 01:47:09 main:574] : INFO : Epoch 1683 | loss: 0.0311389 | val_loss: 0.0311595 | Time: 5695.57 ms [2022-02-06 01:47:14 main:574] : INFO : Epoch 1684 | loss: 0.0311355 | val_loss: 0.0311608 | Time: 5422 ms [2022-02-06 01:47:20 main:574] : INFO : Epoch 1685 | loss: 0.0311329 | val_loss: 0.0311614 | Time: 5598.86 ms [2022-02-06 01:47:26 main:574] : INFO : Epoch 1686 | loss: 0.031131 | val_loss: 0.031161 | Time: 5522.12 ms [2022-02-06 01:47:31 main:574] : INFO : Epoch 1687 | loss: 0.0311302 | val_loss: 0.031164 | Time: 5598.14 ms [2022-02-06 01:47:37 main:574] : INFO : Epoch 1688 | loss: 0.0311343 | val_loss: 0.0311633 | Time: 5501.92 ms [2022-02-06 01:47:43 main:574] : INFO : Epoch 1689 | loss: 0.0311353 | val_loss: 0.0311584 | Time: 5655.53 ms [2022-02-06 01:47:48 main:574] : INFO : Epoch 1690 | loss: 0.0311308 | val_loss: 0.031159 | Time: 5459.58 ms [2022-02-06 01:47:54 main:574] : INFO : Epoch 1691 | loss: 0.0311286 | val_loss: 0.0311583 | Time: 5518.15 ms [2022-02-06 01:48:00 main:574] : INFO : Epoch 1692 | loss: 0.0311252 | val_loss: 0.0311617 | Time: 5577.58 ms [2022-02-06 01:48:05 main:574] : INFO : Epoch 1693 | loss: 0.0311229 | val_loss: 0.03116 | Time: 5499.3 ms [2022-02-06 01:48:11 main:574] : INFO : Epoch 1694 | loss: 0.0311269 | val_loss: 0.0311627 | Time: 5393.6 ms [2022-02-06 01:48:16 main:574] : INFO : Epoch 1695 | loss: 0.0311228 | val_loss: 0.0311599 | Time: 5350.03 ms [2022-02-06 01:48:22 main:574] : INFO : Epoch 1696 | loss: 0.0311226 | val_loss: 0.0311552 | Time: 5676.56 ms [2022-02-06 01:48:28 main:574] : INFO : Epoch 1697 | loss: 0.0311221 | val_loss: 0.0311629 | Time: 5590.17 ms [2022-02-06 01:48:33 main:574] : INFO : Epoch 1698 | loss: 0.0311207 | val_loss: 0.0311578 | Time: 5470.95 ms [2022-02-06 01:48:39 main:574] : INFO : Epoch 1699 | loss: 0.0311197 | val_loss: 0.0311644 | Time: 5746.82 ms [2022-02-06 01:48:45 main:574] : INFO : Epoch 1700 | loss: 0.031119 | val_loss: 0.031166 | Time: 5471.42 ms [2022-02-06 01:48:50 main:574] : INFO : Epoch 1701 | loss: 0.0311198 | val_loss: 0.0311574 | Time: 5534.48 ms [2022-02-06 01:48:56 main:574] : INFO : Epoch 1702 | loss: 0.031116 | val_loss: 0.0311617 | Time: 5570.57 ms [2022-02-06 01:49:01 main:574] : INFO : Epoch 1703 | loss: 0.0311338 | val_loss: 0.0311657 | Time: 5538.02 ms [2022-02-06 01:49:07 main:574] : INFO : Epoch 1704 | loss: 0.0311344 | val_loss: 0.0311609 | Time: 5364 ms [2022-02-06 01:49:12 main:574] : INFO : Epoch 1705 | loss: 0.0311361 | val_loss: 0.0311605 | Time: 5341.24 ms [2022-02-06 01:49:18 main:574] : INFO : Epoch 1706 | loss: 0.031135 | val_loss: 0.031171 | Time: 5620.63 ms [2022-02-06 01:49:24 main:574] : INFO : Epoch 1707 | loss: 0.0311342 | val_loss: 0.0311648 | Time: 5566.51 ms [2022-02-06 01:49:29 main:574] : INFO : Epoch 1708 | loss: 0.0314565 | val_loss: 0.032427 | Time: 5477.89 ms [2022-02-06 01:49:35 main:574] : INFO : Epoch 1709 | loss: 0.0406303 | val_loss: 0.0338276 | Time: 5658.89 ms [2022-02-06 01:49:40 main:574] : INFO : Epoch 1710 | loss: 0.0323591 | val_loss: 0.0315904 | Time: 5459.85 ms [2022-02-06 01:49:46 main:574] : INFO : Epoch 1711 | loss: 0.0314109 | val_loss: 0.0313359 | Time: 5503.72 ms [2022-02-06 01:49:52 main:574] : INFO : Epoch 1712 | loss: 0.0312748 | val_loss: 0.0312557 | Time: 5649.84 ms [2022-02-06 01:49:57 main:574] : INFO : Epoch 1713 | loss: 0.031254 | val_loss: 0.0312496 | Time: 5570.03 ms [2022-02-06 01:50:03 main:574] : INFO : Epoch 1714 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 5473.58 ms [2022-02-06 01:50:09 main:574] : INFO : Epoch 1715 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 5614.97 ms [2022-02-06 01:50:14 main:574] : INFO : Epoch 1716 | loss: 0.031244 | val_loss: 0.031243 | Time: 5496.41 ms [2022-02-06 01:50:20 main:574] : INFO : Epoch 1717 | loss: 0.031242 | val_loss: 0.0312406 | Time: 5479.65 ms [2022-02-06 01:50:25 main:574] : INFO : Epoch 1718 | loss: 0.0312393 | val_loss: 0.0312373 | Time: 5411.13 ms [2022-02-06 01:50:31 main:574] : INFO : Epoch 1719 | loss: 0.0312353 | val_loss: 0.0312322 | Time: 5536.7 ms [2022-02-06 01:50:37 main:574] : INFO : Epoch 1720 | loss: 0.031229 | val_loss: 0.0312247 | Time: 5535.27 ms [2022-02-06 01:50:42 main:574] : INFO : Epoch 1721 | loss: 0.0312219 | val_loss: 0.0312178 | Time: 5664.79 ms [2022-02-06 01:50:48 main:574] : INFO : Epoch 1722 | loss: 0.0312161 | val_loss: 0.0312123 | Time: 5780.17 ms [2022-02-06 01:50:54 main:574] : INFO : Epoch 1723 | loss: 0.0312111 | val_loss: 0.0312074 | Time: 5603.31 ms [2022-02-06 01:51:00 main:574] : INFO : Epoch 1724 | loss: 0.0312057 | val_loss: 0.0312004 | Time: 5622.03 ms [2022-02-06 01:51:05 main:574] : INFO : Epoch 1725 | loss: 0.0311999 | val_loss: 0.0311958 | Time: 5529.19 ms [2022-02-06 01:51:11 main:574] : INFO : Epoch 1726 | loss: 0.0311973 | val_loss: 0.0311917 | Time: 5517.02 ms [2022-02-06 01:51:16 main:574] : INFO : Epoch 1727 | loss: 0.0311935 | val_loss: 0.0311895 | Time: 5575.28 ms [2022-02-06 01:51:22 main:574] : INFO : Epoch 1728 | loss: 0.0311903 | val_loss: 0.0311878 | Time: 5440.22 ms [2022-02-06 01:51:27 main:574] : INFO : Epoch 1729 | loss: 0.0311886 | val_loss: 0.0311841 | Time: 5422.66 ms [2022-02-06 01:51:33 main:574] : INFO : Epoch 1730 | loss: 0.031186 | val_loss: 0.0311843 | Time: 5545.31 ms [2022-02-06 01:51:39 main:574] : INFO : Epoch 1731 | loss: 0.0311846 | val_loss: 0.0311811 | Time: 5762.26 ms [2022-02-06 01:51:45 main:574] : INFO : Epoch 1732 | loss: 0.0311824 | val_loss: 0.0311796 | Time: 5479.29 ms [2022-02-06 01:51:50 main:574] : INFO : Epoch 1733 | loss: 0.0311814 | val_loss: 0.0311789 | Time: 5539.1 ms [2022-02-06 01:51:56 main:574] : INFO : Epoch 1734 | loss: 0.0311805 | val_loss: 0.0311786 | Time: 5291.76 ms [2022-02-06 01:52:01 main:574] : INFO : Epoch 1735 | loss: 0.0311804 | val_loss: 0.0311787 | Time: 5652.74 ms [2022-02-06 01:52:07 main:574] : INFO : Epoch 1736 | loss: 0.0311807 | val_loss: 0.0311781 | Time: 5499.43 ms [2022-02-06 01:52:12 main:574] : INFO : Epoch 1737 | loss: 0.0311805 | val_loss: 0.0311799 | Time: 5326.97 ms [2022-02-06 01:52:18 main:574] : INFO : Epoch 1738 | loss: 0.0311777 | val_loss: 0.0311745 | Time: 5450.04 ms [2022-02-06 01:52:23 main:574] : INFO : Epoch 1739 | loss: 0.0311745 | val_loss: 0.031173 | Time: 5370.59 ms [2022-02-06 01:52:29 main:574] : INFO : Epoch 1740 | loss: 0.031172 | val_loss: 0.0311721 | Time: 5419.88 ms [2022-02-06 01:52:35 main:574] : INFO : Epoch 1741 | loss: 0.0311706 | val_loss: 0.0311715 | Time: 5701.82 ms [2022-02-06 01:52:40 main:574] : INFO : Epoch 1742 | loss: 0.0311703 | val_loss: 0.0311728 | Time: 5909.59 ms [2022-02-06 01:52:46 main:574] : INFO : Epoch 1743 | loss: 0.0311693 | val_loss: 0.0311705 | Time: 5743.85 ms [2022-02-06 01:52:52 main:574] : INFO : Epoch 1744 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 5472.21 ms [2022-02-06 01:52:57 main:574] : INFO : Epoch 1745 | loss: 0.0311688 | val_loss: 0.0311708 | Time: 5453.88 ms [2022-02-06 01:53:03 main:574] : INFO : Epoch 1746 | loss: 0.0311666 | val_loss: 0.0311697 | Time: 5502.92 ms [2022-02-06 01:53:08 main:574] : INFO : Epoch 1747 | loss: 0.0311658 | val_loss: 0.0311688 | Time: 5325.03 ms [2022-02-06 01:53:14 main:574] : INFO : Epoch 1748 | loss: 0.031165 | val_loss: 0.0311711 | Time: 5553.39 ms [2022-02-06 01:53:20 main:574] : INFO : Epoch 1749 | loss: 0.0311639 | val_loss: 0.0311678 | Time: 5491.22 ms [2022-02-06 01:53:25 main:574] : INFO : Epoch 1750 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 5580.9 ms [2022-02-06 01:53:31 main:574] : INFO : Epoch 1751 | loss: 0.031161 | val_loss: 0.0311669 | Time: 5580.39 ms [2022-02-06 01:53:37 main:574] : INFO : Epoch 1752 | loss: 0.031162 | val_loss: 0.031167 | Time: 5550.86 ms [2022-02-06 01:53:42 main:574] : INFO : Epoch 1753 | loss: 0.0311601 | val_loss: 0.0311667 | Time: 5625.29 ms [2022-02-06 01:53:48 main:574] : INFO : Epoch 1754 | loss: 0.0311588 | val_loss: 0.0311652 | Time: 5362.02 ms [2022-02-06 01:53:53 main:574] : INFO : Epoch 1755 | loss: 0.0311579 | val_loss: 0.0311638 | Time: 5644.08 ms [2022-02-06 01:53:59 main:574] : INFO : Epoch 1756 | loss: 0.0311567 | val_loss: 0.0311639 | Time: 5549.24 ms [2022-02-06 01:54:05 main:574] : INFO : Epoch 1757 | loss: 0.0311558 | val_loss: 0.0311635 | Time: 5632.13 ms [2022-02-06 01:54:11 main:574] : INFO : Epoch 1758 | loss: 0.0311548 | val_loss: 0.0311638 | Time: 5606.6 ms [2022-02-06 01:54:16 main:574] : INFO : Epoch 1759 | loss: 0.0311533 | val_loss: 0.0311662 | Time: 5569.87 ms [2022-02-06 01:54:22 main:574] : INFO : Epoch 1760 | loss: 0.0311525 | val_loss: 0.0311678 | Time: 5452.59 ms [2022-02-06 01:54:28 main:574] : INFO : Epoch 1761 | loss: 0.0311521 | val_loss: 0.031164 | Time: 5667.43 ms [2022-02-06 01:54:33 main:574] : INFO : Epoch 1762 | loss: 0.0311504 | val_loss: 0.0311665 | Time: 5526.82 ms [2022-02-06 01:54:39 main:574] : INFO : Epoch 1763 | loss: 0.03115 | val_loss: 0.031166 | Time: 5493.71 ms [2022-02-06 01:54:44 main:574] : INFO : Epoch 1764 | loss: 0.0311492 | val_loss: 0.0311663 | Time: 5552.36 ms [2022-02-06 01:54:50 main:574] : INFO : Epoch 1765 | loss: 0.0311521 | val_loss: 0.0311607 | Time: 5501.32 ms [2022-02-06 01:54:55 main:574] : INFO : Epoch 1766 | loss: 0.0311481 | val_loss: 0.0311617 | Time: 5410.65 ms [2022-02-06 01:55:01 main:574] : INFO : Epoch 1767 | loss: 0.0311467 | val_loss: 0.0311581 | Time: 5390.24 ms [2022-02-06 01:55:07 main:574] : INFO : Epoch 1768 | loss: 0.0311468 | val_loss: 0.0311584 | Time: 5585.74 ms [2022-02-06 01:55:12 main:574] : INFO : Epoch 1769 | loss: 0.0311466 | val_loss: 0.0311599 | Time: 5435.79 ms [2022-02-06 01:55:18 main:574] : INFO : Epoch 1770 | loss: 0.0311487 | val_loss: 0.0311632 | Time: 5565.44 ms [2022-02-06 01:55:23 main:574] : INFO : Epoch 1771 | loss: 0.0311497 | val_loss: 0.0311635 | Time: 5528.72 ms [2022-02-06 01:55:29 main:574] : INFO : Epoch 1772 | loss: 0.0311501 | val_loss: 0.0311588 | Time: 5466.07 ms [2022-02-06 01:55:34 main:574] : INFO : Epoch 1773 | loss: 0.0311467 | val_loss: 0.031161 | Time: 5404.38 ms [2022-02-06 01:55:40 main:574] : INFO : Epoch 1774 | loss: 0.0311462 | val_loss: 0.0311633 | Time: 5550.92 ms [2022-02-06 01:55:46 main:574] : INFO : Epoch 1775 | loss: 0.0311419 | val_loss: 0.0311597 | Time: 5623.14 ms [2022-02-06 01:55:51 main:574] : INFO : Epoch 1776 | loss: 0.0311418 | val_loss: 0.0311553 | Time: 5506.46 ms [2022-02-06 01:55:57 main:574] : INFO : Epoch 1777 | loss: 0.03114 | val_loss: 0.0311577 | Time: 5538.46 ms [2022-02-06 01:56:03 main:574] : INFO : Epoch 1778 | loss: 0.0311406 | val_loss: 0.0311569 | Time: 5598.11 ms [2022-02-06 01:56:08 main:574] : INFO : Epoch 1779 | loss: 0.0311398 | val_loss: 0.031159 | Time: 5571.48 ms [2022-02-06 01:56:14 main:574] : INFO : Epoch 1780 | loss: 0.0311427 | val_loss: 0.0311586 | Time: 5457.24 ms [2022-02-06 01:56:20 main:574] : INFO : Epoch 1781 | loss: 0.0311402 | val_loss: 0.0311609 | Time: 5695.36 ms [2022-02-06 01:56:25 main:574] : INFO : Epoch 1782 | loss: 0.0311353 | val_loss: 0.0311632 | Time: 5475.52 ms [2022-02-06 01:56:31 main:574] : INFO : Epoch 1783 | loss: 0.0311375 | val_loss: 0.0311593 | Time: 5376.88 ms [2022-02-06 01:56:36 main:574] : INFO : Epoch 1784 | loss: 0.0311383 | val_loss: 0.0311589 | Time: 5465.71 ms [2022-02-06 01:56:42 main:574] : INFO : Epoch 1785 | loss: 0.0311364 | val_loss: 0.0311551 | Time: 5599.52 ms [2022-02-06 01:56:47 main:574] : INFO : Epoch 1786 | loss: 0.031135 | val_loss: 0.031161 | Time: 5414.03 ms [2022-02-06 01:56:53 main:574] : INFO : Epoch 1787 | loss: 0.0311352 | val_loss: 0.0311567 | Time: 5644.9 ms [2022-02-06 01:56:59 main:574] : INFO : Epoch 1788 | loss: 0.0311383 | val_loss: 0.0311583 | Time: 5674.05 ms [2022-02-06 01:57:05 main:574] : INFO : Epoch 1789 | loss: 0.0311378 | val_loss: 0.0311598 | Time: 5520.21 ms [2022-02-06 01:57:10 main:574] : INFO : Epoch 1790 | loss: 0.0311362 | val_loss: 0.0311602 | Time: 5629.15 ms [2022-02-06 01:57:16 main:574] : INFO : Epoch 1791 | loss: 0.0311478 | val_loss: 0.0311685 | Time: 5407.74 ms [2022-02-06 01:57:21 main:574] : INFO : Epoch 1792 | loss: 0.0311544 | val_loss: 0.0311563 | Time: 5415.12 ms [2022-02-06 01:57:27 main:574] : INFO : Epoch 1793 | loss: 0.0311471 | val_loss: 0.0311562 | Time: 5381.11 ms [2022-02-06 01:57:32 main:574] : INFO : Epoch 1794 | loss: 0.0311434 | val_loss: 0.0311595 | Time: 5613.05 ms [2022-02-06 01:57:38 main:574] : INFO : Epoch 1795 | loss: 0.0311432 | val_loss: 0.0311575 | Time: 5430.63 ms [2022-02-06 01:57:44 main:574] : INFO : Epoch 1796 | loss: 0.031138 | val_loss: 0.0311546 | Time: 5622.39 ms [2022-02-06 01:57:49 main:574] : INFO : Epoch 1797 | loss: 0.0311379 | val_loss: 0.0311522 | Time: 5719.39 ms [2022-02-06 01:57:55 main:574] : INFO : Epoch 1798 | loss: 0.031135 | val_loss: 0.0311532 | Time: 5536.4 ms [2022-02-06 01:58:01 main:574] : INFO : Epoch 1799 | loss: 0.031137 | val_loss: 0.0311521 | Time: 5597.6 ms [2022-02-06 01:58:06 main:574] : INFO : Epoch 1800 | loss: 0.0311367 | val_loss: 0.0311513 | Time: 5533.95 ms [2022-02-06 01:58:12 main:574] : INFO : Epoch 1801 | loss: 0.0311351 | val_loss: 0.0311544 | Time: 5515 ms [2022-02-06 01:58:18 main:574] : INFO : Epoch 1802 | loss: 0.0311413 | val_loss: 0.0311764 | Time: 5748.17 ms [2022-02-06 01:58:23 main:574] : INFO : Epoch 1803 | loss: 0.0311455 | val_loss: 0.0311508 | Time: 5416.35 ms [2022-02-06 01:58:29 main:574] : INFO : Epoch 1804 | loss: 0.0311382 | val_loss: 0.0311508 | Time: 5402.4 ms [2022-02-06 01:58:34 main:574] : INFO : Epoch 1805 | loss: 0.0311336 | val_loss: 0.0311562 | Time: 5590.7 ms [2022-02-06 01:58:40 main:574] : INFO : Epoch 1806 | loss: 0.0311324 | val_loss: 0.0311531 | Time: 5468.22 ms [2022-02-06 01:58:46 main:574] : INFO : Epoch 1807 | loss: 0.0311364 | val_loss: 0.0311562 | Time: 5543.04 ms [2022-02-06 01:58:51 main:574] : INFO : Epoch 1808 | loss: 0.0311319 | val_loss: 0.0311489 | Time: 5546.28 ms [2022-02-06 01:58:57 main:574] : INFO : Epoch 1809 | loss: 0.0311335 | val_loss: 0.0311618 | Time: 5697.84 ms [2022-02-06 01:59:02 main:574] : INFO : Epoch 1810 | loss: 0.0311352 | val_loss: 0.0311542 | Time: 5374.27 ms [2022-02-06 01:59:08 main:574] : INFO : Epoch 1811 | loss: 0.0311472 | val_loss: 0.0311602 | Time: 5457.32 ms [2022-02-06 01:59:14 main:574] : INFO : Epoch 1812 | loss: 0.0311405 | val_loss: 0.0311582 | Time: 5618.31 ms [2022-02-06 01:59:19 main:574] : INFO : Epoch 1813 | loss: 0.0311314 | val_loss: 0.0311545 | Time: 5402.16 ms [2022-02-06 01:59:25 main:574] : INFO : Epoch 1814 | loss: 0.0311301 | val_loss: 0.0311542 | Time: 5493.3 ms [2022-02-06 01:59:30 main:574] : INFO : Epoch 1815 | loss: 0.0311306 | val_loss: 0.0311561 | Time: 5506.19 ms [2022-02-06 01:59:36 main:574] : INFO : Epoch 1816 | loss: 0.0311312 | val_loss: 0.0311558 | Time: 5626.83 ms [2022-02-06 01:59:42 main:574] : INFO : Epoch 1817 | loss: 0.0311306 | val_loss: 0.031154 | Time: 5486.5 ms [2022-02-06 01:59:47 main:574] : INFO : Epoch 1818 | loss: 0.0311274 | val_loss: 0.0311512 | Time: 5484.36 ms [2022-02-06 01:59:53 main:574] : INFO : Epoch 1819 | loss: 0.0311258 | val_loss: 0.0311619 | Time: 5526.9 ms [2022-02-06 01:59:58 main:574] : INFO : Epoch 1820 | loss: 0.0311277 | val_loss: 0.0311574 | Time: 5485.24 ms [2022-02-06 02:00:04 main:574] : INFO : Epoch 1821 | loss: 0.0311259 | val_loss: 0.0311604 | Time: 5589.21 ms [2022-02-06 02:00:10 main:574] : INFO : Epoch 1822 | loss: 0.0311378 | val_loss: 0.0311543 | Time: 5655.96 ms [2022-02-06 02:00:15 main:574] : INFO : Epoch 1823 | loss: 0.0311267 | val_loss: 0.0311498 | Time: 5566.58 ms [2022-02-06 02:00:21 main:574] : INFO : Epoch 1824 | loss: 0.0311255 | val_loss: 0.031153 | Time: 5400.16 ms [2022-02-06 02:00:27 main:574] : INFO : Epoch 1825 | loss: 0.031128 | val_loss: 0.0311517 | Time: 5645.45 ms [2022-02-06 02:00:32 main:574] : INFO : Epoch 1826 | loss: 0.0311271 | val_loss: 0.0311507 | Time: 5354.02 ms [2022-02-06 02:00:38 main:574] : INFO : Epoch 1827 | loss: 0.0311317 | val_loss: 0.0311537 | Time: 5500.52 ms [2022-02-06 02:00:43 main:574] : INFO : Epoch 1828 | loss: 0.0311377 | val_loss: 0.0311548 | Time: 5709.56 ms [2022-02-06 02:00:49 main:574] : INFO : Epoch 1829 | loss: 0.0311462 | val_loss: 0.0311574 | Time: 5526.05 ms [2022-02-06 02:00:55 main:574] : INFO : Epoch 1830 | loss: 0.0311484 | val_loss: 0.0311528 | Time: 5522.62 ms [2022-02-06 02:01:00 main:574] : INFO : Epoch 1831 | loss: 0.0311415 | val_loss: 0.0311534 | Time: 5469.18 ms [2022-02-06 02:01:06 main:574] : INFO : Epoch 1832 | loss: 0.0311425 | val_loss: 0.0311521 | Time: 5462.75 ms [2022-02-06 02:01:11 main:574] : INFO : Epoch 1833 | loss: 0.0311451 | val_loss: 0.031153 | Time: 5615.21 ms [2022-02-06 02:01:17 main:574] : INFO : Epoch 1834 | loss: 0.0311393 | val_loss: 0.0311509 | Time: 5469.98 ms [2022-02-06 02:01:23 main:574] : INFO : Epoch 1835 | loss: 0.0311364 | val_loss: 0.031151 | Time: 5555 ms [2022-02-06 02:01:28 main:574] : INFO : Epoch 1836 | loss: 0.03114 | val_loss: 0.0311517 | Time: 5439.76 ms [2022-02-06 02:01:34 main:574] : INFO : Epoch 1837 | loss: 0.0311438 | val_loss: 0.0311517 | Time: 5547.77 ms [2022-02-06 02:01:39 main:574] : INFO : Epoch 1838 | loss: 0.0311385 | val_loss: 0.0311447 | Time: 5537.92 ms [2022-02-06 02:01:45 main:574] : INFO : Epoch 1839 | loss: 0.0311346 | val_loss: 0.031149 | Time: 5510.41 ms [2022-02-06 02:01:51 main:574] : INFO : Epoch 1840 | loss: 0.0311428 | val_loss: 0.0311743 | Time: 5560.72 ms [2022-02-06 02:01:56 main:574] : INFO : Epoch 1841 | loss: 0.0311692 | val_loss: 0.0311706 | Time: 5454.46 ms [2022-02-06 02:02:02 main:574] : INFO : Epoch 1842 | loss: 0.0311618 | val_loss: 0.0311614 | Time: 5578.67 ms [2022-02-06 02:02:08 main:574] : INFO : Epoch 1843 | loss: 0.0311565 | val_loss: 0.031164 | Time: 5617.84 ms [2022-02-06 02:02:13 main:574] : INFO : Epoch 1844 | loss: 0.0311557 | val_loss: 0.0311649 | Time: 5389.36 ms [2022-02-06 02:02:19 main:574] : INFO : Epoch 1845 | loss: 0.0311516 | val_loss: 0.0311634 | Time: 5519.39 ms [2022-02-06 02:02:24 main:574] : INFO : Epoch 1846 | loss: 0.0311572 | val_loss: 0.0311619 | Time: 5582.46 ms [2022-02-06 02:02:30 main:574] : INFO : Epoch 1847 | loss: 0.0311464 | val_loss: 0.03117 | Time: 5710.23 ms [2022-02-06 02:02:36 main:574] : INFO : Epoch 1848 | loss: 0.0311502 | val_loss: 0.0311664 | Time: 5513.04 ms [2022-02-06 02:02:41 main:574] : INFO : Epoch 1849 | loss: 0.0311462 | val_loss: 0.0311603 | Time: 5455.13 ms [2022-02-06 02:02:47 main:574] : INFO : Epoch 1850 | loss: 0.0311437 | val_loss: 0.0311622 | Time: 5601.71 ms [2022-02-06 02:02:53 main:574] : INFO : Epoch 1851 | loss: 0.0311409 | val_loss: 0.0311589 | Time: 5566.76 ms [2022-02-06 02:02:58 main:574] : INFO : Epoch 1852 | loss: 0.0311399 | val_loss: 0.0311627 | Time: 5386.02 ms [2022-02-06 02:03:04 main:574] : INFO : Epoch 1853 | loss: 0.0311395 | val_loss: 0.0311583 | Time: 5500 ms [2022-02-06 02:03:09 main:574] : INFO : Epoch 1854 | loss: 0.0311386 | val_loss: 0.0311617 | Time: 5673.77 ms [2022-02-06 02:03:15 main:574] : INFO : Epoch 1855 | loss: 0.0311366 | val_loss: 0.0311533 | Time: 5515.57 ms [2022-02-06 02:03:21 main:574] : INFO : Epoch 1856 | loss: 0.0311344 | val_loss: 0.0311567 | Time: 5456.24 ms [2022-02-06 02:03:26 main:574] : INFO : Epoch 1857 | loss: 0.0311354 | val_loss: 0.0311552 | Time: 5529.97 ms [2022-02-06 02:03:32 main:574] : INFO : Epoch 1858 | loss: 0.031133 | val_loss: 0.0311554 | Time: 5582.23 ms [2022-02-06 02:03:38 main:574] : INFO : Epoch 1859 | loss: 0.0311318 | val_loss: 0.0311527 | Time: 5689.08 ms [2022-02-06 02:03:43 main:574] : INFO : Epoch 1860 | loss: 0.031141 | val_loss: 0.031155 | Time: 5721.18 ms [2022-02-06 02:03:49 main:574] : INFO : Epoch 1861 | loss: 0.0311338 | val_loss: 0.0311567 | Time: 5599.73 ms [2022-02-06 02:03:55 main:574] : INFO : Epoch 1862 | loss: 0.0311431 | val_loss: 0.0311601 | Time: 5727.32 ms [2022-02-06 02:04:00 main:574] : INFO : Epoch 1863 | loss: 0.0311477 | val_loss: 0.0311556 | Time: 5422.59 ms [2022-02-06 02:04:06 main:574] : INFO : Epoch 1864 | loss: 0.0311414 | val_loss: 0.0311543 | Time: 5551.21 ms [2022-02-06 02:04:12 main:574] : INFO : Epoch 1865 | loss: 0.0311409 | val_loss: 0.0311538 | Time: 5665.81 ms [2022-02-06 02:04:17 main:574] : INFO : Epoch 1866 | loss: 0.0311356 | val_loss: 0.0311547 | Time: 5542.34 ms [2022-02-06 02:04:23 main:574] : INFO : Epoch 1867 | loss: 0.0311334 | val_loss: 0.0311602 | Time: 5356.76 ms [2022-02-06 02:04:28 main:574] : INFO : Epoch 1868 | loss: 0.0311381 | val_loss: 0.0311533 | Time: 5482.32 ms [2022-02-06 02:04:34 main:574] : INFO : Epoch 1869 | loss: 0.0311509 | val_loss: 0.031155 | Time: 5475.06 ms [2022-02-06 02:04:39 main:574] : INFO : Epoch 1870 | loss: 0.0311465 | val_loss: 0.0311527 | Time: 5453.26 ms [2022-02-06 02:04:45 main:574] : INFO : Epoch 1871 | loss: 0.0311454 | val_loss: 0.0311523 | Time: 5494.99 ms [2022-02-06 02:04:51 main:574] : INFO : Epoch 1872 | loss: 0.0311384 | val_loss: 0.0311553 | Time: 5466.19 ms [2022-02-06 02:04:56 main:574] : INFO : Epoch 1873 | loss: 0.0311355 | val_loss: 0.0311522 | Time: 5620.85 ms [2022-02-06 02:05:02 main:574] : INFO : Epoch 1874 | loss: 0.0311326 | val_loss: 0.0311509 | Time: 5544.49 ms [2022-02-06 02:05:07 main:574] : INFO : Epoch 1875 | loss: 0.0311324 | val_loss: 0.0311522 | Time: 5495.27 ms [2022-02-06 02:05:13 main:574] : INFO : Epoch 1876 | loss: 0.0311359 | val_loss: 0.0311611 | Time: 5589.51 ms [2022-02-06 02:05:19 main:574] : INFO : Epoch 1877 | loss: 0.0311342 | val_loss: 0.0311604 | Time: 5553.65 ms [2022-02-06 02:05:24 main:574] : INFO : Epoch 1878 | loss: 0.0311295 | val_loss: 0.0311527 | Time: 5485.62 ms [2022-02-06 02:05:30 main:574] : INFO : Epoch 1879 | loss: 0.0311342 | val_loss: 0.031179 | Time: 5655.12 ms [2022-02-06 02:05:36 main:574] : INFO : Epoch 1880 | loss: 0.0311352 | val_loss: 0.0311532 | Time: 5428.72 ms [2022-02-06 02:05:41 main:574] : INFO : Epoch 1881 | loss: 0.0311324 | val_loss: 0.0311558 | Time: 5694.8 ms [2022-02-06 02:05:47 main:574] : INFO : Epoch 1882 | loss: 0.0311271 | val_loss: 0.0311517 | Time: 5580.29 ms [2022-02-06 02:05:53 main:574] : INFO : Epoch 1883 | loss: 0.0311266 | val_loss: 0.0311605 | Time: 5451.88 ms [2022-02-06 02:05:58 main:574] : INFO : Epoch 1884 | loss: 0.031126 | val_loss: 0.0311541 | Time: 5470.95 ms [2022-02-06 02:06:04 main:574] : INFO : Epoch 1885 | loss: 0.0311293 | val_loss: 0.031157 | Time: 5419.12 ms [2022-02-06 02:06:09 main:574] : INFO : Epoch 1886 | loss: 0.0311265 | val_loss: 0.0311521 | Time: 5552.15 ms [2022-02-06 02:06:15 main:574] : INFO : Epoch 1887 | loss: 0.031124 | val_loss: 0.0311526 | Time: 5447.41 ms [2022-02-06 02:06:20 main:574] : INFO : Epoch 1888 | loss: 0.0311236 | val_loss: 0.0311558 | Time: 5532.39 ms [2022-02-06 02:06:26 main:574] : INFO : Epoch 1889 | loss: 0.0311285 | val_loss: 0.031149 | Time: 5676.55 ms [2022-02-06 02:06:32 main:574] : INFO : Epoch 1890 | loss: 0.0311293 | val_loss: 0.0311646 | Time: 5600.43 ms [2022-02-06 02:06:37 main:574] : INFO : Epoch 1891 | loss: 0.0311244 | val_loss: 0.03115 | Time: 5520.82 ms [2022-02-06 02:06:43 main:574] : INFO : Epoch 1892 | loss: 0.031124 | val_loss: 0.0311531 | Time: 5563.47 ms [2022-02-06 02:06:49 main:574] : INFO : Epoch 1893 | loss: 0.0311261 | val_loss: 0.0311607 | Time: 5660.63 ms [2022-02-06 02:06:54 main:574] : INFO : Epoch 1894 | loss: 0.0311272 | val_loss: 0.0311515 | Time: 5498.03 ms [2022-02-06 02:07:00 main:574] : INFO : Epoch 1895 | loss: 0.0311404 | val_loss: 0.0311789 | Time: 5541.27 ms [2022-02-06 02:07:06 main:574] : INFO : Epoch 1896 | loss: 0.0311559 | val_loss: 0.0311841 | Time: 5501.29 ms [2022-02-06 02:07:11 main:574] : INFO : Epoch 1897 | loss: 0.0311492 | val_loss: 0.031152 | Time: 5470.65 ms [2022-02-06 02:07:17 main:574] : INFO : Epoch 1898 | loss: 0.0311439 | val_loss: 0.03116 | Time: 5493.2 ms [2022-02-06 02:07:22 main:574] : INFO : Epoch 1899 | loss: 0.0311368 | val_loss: 0.0311507 | Time: 5705.33 ms [2022-02-06 02:07:28 main:574] : INFO : Epoch 1900 | loss: 0.0311349 | val_loss: 0.0311512 | Time: 5577.22 ms [2022-02-06 02:07:34 main:574] : INFO : Epoch 1901 | loss: 0.0311307 | val_loss: 0.0311537 | Time: 5514.92 ms [2022-02-06 02:07:39 main:574] : INFO : Epoch 1902 | loss: 0.0311298 | val_loss: 0.0311567 | Time: 5504.01 ms [2022-02-06 02:07:45 main:574] : INFO : Epoch 1903 | loss: 0.0311262 | val_loss: 0.0311556 | Time: 5553.75 ms [2022-02-06 02:07:51 main:574] : INFO : Epoch 1904 | loss: 0.0311258 | val_loss: 0.031155 | Time: 5484.54 ms [2022-02-06 02:07:56 main:574] : INFO : Epoch 1905 | loss: 0.0311239 | val_loss: 0.031156 | Time: 5492.91 ms [2022-02-06 02:08:02 main:574] : INFO : Epoch 1906 | loss: 0.0311211 | val_loss: 0.0311538 | Time: 5451.17 ms [2022-02-06 02:08:07 main:574] : INFO : Epoch 1907 | loss: 0.0311199 | val_loss: 0.0311539 | Time: 5565.23 ms [2022-02-06 02:08:13 main:574] : INFO : Epoch 1908 | loss: 0.0311207 | val_loss: 0.0311512 | Time: 5660.87 ms [2022-02-06 02:08:19 main:574] : INFO : Epoch 1909 | loss: 0.0311231 | val_loss: 0.0311556 | Time: 5644.13 ms [2022-02-06 02:08:24 main:574] : INFO : Epoch 1910 | loss: 0.0311201 | val_loss: 0.031152 | Time: 5459.55 ms [2022-02-06 02:08:30 main:574] : INFO : Epoch 1911 | loss: 0.0311211 | val_loss: 0.0311616 | Time: 5674.39 ms [2022-02-06 02:08:36 main:574] : INFO : Epoch 1912 | loss: 0.0311178 | val_loss: 0.0311538 | Time: 5435.36 ms [2022-02-06 02:08:41 main:574] : INFO : Epoch 1913 | loss: 0.0311221 | val_loss: 0.0311561 | Time: 5465.3 ms [2022-02-06 02:08:47 main:574] : INFO : Epoch 1914 | loss: 0.0311266 | val_loss: 0.031161 | Time: 5513.21 ms [2022-02-06 02:08:52 main:574] : INFO : Epoch 1915 | loss: 0.031119 | val_loss: 0.031154 | Time: 5611.18 ms [2022-02-06 02:08:58 main:574] : INFO : Epoch 1916 | loss: 0.031117 | val_loss: 0.031168 | Time: 5575.39 ms [2022-02-06 02:09:04 main:574] : INFO : Epoch 1917 | loss: 0.0311197 | val_loss: 0.0311555 | Time: 5436.12 ms [2022-02-06 02:09:09 main:574] : INFO : Epoch 1918 | loss: 0.0311179 | val_loss: 0.0311614 | Time: 5728.94 ms [2022-02-06 02:09:15 main:574] : INFO : Epoch 1919 | loss: 0.0311177 | val_loss: 0.0311567 | Time: 5468.34 ms [2022-02-06 02:09:20 main:574] : INFO : Epoch 1920 | loss: 0.0311159 | val_loss: 0.031159 | Time: 5463.07 ms [2022-02-06 02:09:26 main:574] : INFO : Epoch 1921 | loss: 0.0311151 | val_loss: 0.0311628 | Time: 5541.52 ms [2022-02-06 02:09:32 main:574] : INFO : Epoch 1922 | loss: 0.0311147 | val_loss: 0.0311624 | Time: 5622.47 ms [2022-02-06 02:09:37 main:574] : INFO : Epoch 1923 | loss: 0.0311135 | val_loss: 0.0311638 | Time: 5402.92 ms [2022-02-06 02:09:43 main:574] : INFO : Epoch 1924 | loss: 0.0311163 | val_loss: 0.0311573 | Time: 5628.59 ms [2022-02-06 02:09:49 main:574] : INFO : Epoch 1925 | loss: 0.0311193 | val_loss: 0.031157 | Time: 5540.6 ms [2022-02-06 02:09:54 main:574] : INFO : Epoch 1926 | loss: 0.0311194 | val_loss: 0.0311658 | Time: 5572.97 ms [2022-02-06 02:10:00 main:574] : INFO : Epoch 1927 | loss: 0.0311278 | val_loss: 0.0311613 | Time: 5521.97 ms [2022-02-06 02:10:05 main:574] : INFO : Epoch 1928 | loss: 0.0311208 | val_loss: 0.0311621 | Time: 5423.95 ms [2022-02-06 02:10:11 main:574] : INFO : Epoch 1929 | loss: 0.0311247 | val_loss: 0.031159 | Time: 5450.23 ms [2022-02-06 02:10:17 main:574] : INFO : Epoch 1930 | loss: 0.0311235 | val_loss: 0.0311553 | Time: 5585.82 ms [2022-02-06 02:10:22 main:574] : INFO : Epoch 1931 | loss: 0.0311187 | val_loss: 0.0311566 | Time: 5430.77 ms [2022-02-06 02:10:28 main:574] : INFO : Epoch 1932 | loss: 0.0311188 | val_loss: 0.0311791 | Time: 5357.35 ms [2022-02-06 02:10:33 main:574] : INFO : Epoch 1933 | loss: 0.0311214 | val_loss: 0.0311587 | Time: 5464.42 ms [2022-02-06 02:10:39 main:574] : INFO : Epoch 1934 | loss: 0.0311165 | val_loss: 0.0311577 | Time: 5587.09 ms [2022-02-06 02:10:44 main:574] : INFO : Epoch 1935 | loss: 0.0311159 | val_loss: 0.0311638 | Time: 5532.83 ms [2022-02-06 02:10:50 main:574] : INFO : Epoch 1936 | loss: 0.0311135 | val_loss: 0.0311616 | Time: 5373.64 ms [2022-02-06 02:10:56 main:574] : INFO : Epoch 1937 | loss: 0.0311159 | val_loss: 0.031172 | Time: 5714.04 ms [2022-02-06 02:11:01 main:574] : INFO : Epoch 1938 | loss: 0.0311139 | val_loss: 0.0311707 | Time: 5376.32 ms [2022-02-06 02:11:07 main:574] : INFO : Epoch 1939 | loss: 0.0311129 | val_loss: 0.0311614 | Time: 5484.07 ms [2022-02-06 02:11:12 main:574] : INFO : Epoch 1940 | loss: 0.0311186 | val_loss: 0.0311823 | Time: 5589.25 ms [2022-02-06 02:11:18 main:574] : INFO : Epoch 1941 | loss: 0.0311188 | val_loss: 0.0311677 | Time: 5396.75 ms [2022-02-06 02:11:23 main:574] : INFO : Epoch 1942 | loss: 0.0311121 | val_loss: 0.0311665 | Time: 5540.44 ms [2022-02-06 02:11:29 main:574] : INFO : Epoch 1943 | loss: 0.0311109 | val_loss: 0.0311661 | Time: 5552.53 ms [2022-02-06 02:11:35 main:574] : INFO : Epoch 1944 | loss: 0.0311096 | val_loss: 0.0311702 | Time: 5492.02 ms [2022-02-06 02:11:40 main:574] : INFO : Epoch 1945 | loss: 0.0311124 | val_loss: 0.0311714 | Time: 5404.11 ms [2022-02-06 02:11:46 main:574] : INFO : Epoch 1946 | loss: 0.0311125 | val_loss: 0.0311677 | Time: 5358.27 ms [2022-02-06 02:11:51 main:574] : INFO : Epoch 1947 | loss: 0.0311148 | val_loss: 0.0311706 | Time: 5575.31 ms [2022-02-06 02:11:57 main:574] : INFO : Epoch 1948 | loss: 0.0311176 | val_loss: 0.0311671 | Time: 5326.32 ms [2022-02-06 02:12:02 main:574] : INFO : Epoch 1949 | loss: 0.0311194 | val_loss: 0.031176 | Time: 5435.09 ms [2022-02-06 02:12:08 main:574] : INFO : Epoch 1950 | loss: 0.0311171 | val_loss: 0.0311721 | Time: 5441.19 ms [2022-02-06 02:12:13 main:574] : INFO : Epoch 1951 | loss: 0.0311167 | val_loss: 0.0311626 | Time: 5473.84 ms [2022-02-06 02:12:19 main:574] : INFO : Epoch 1952 | loss: 0.0311148 | val_loss: 0.0311647 | Time: 5621.93 ms [2022-02-06 02:12:24 main:574] : INFO : Epoch 1953 | loss: 0.0311115 | val_loss: 0.0311614 | Time: 5428.1 ms [2022-02-06 02:12:30 main:574] : INFO : Epoch 1954 | loss: 0.0311126 | val_loss: 0.0311641 | Time: 5437.05 ms [2022-02-06 02:12:36 main:574] : INFO : Epoch 1955 | loss: 0.0311158 | val_loss: 0.0311628 | Time: 5586.09 ms [2022-02-06 02:12:41 main:574] : INFO : Epoch 1956 | loss: 0.0311192 | val_loss: 0.0311562 | Time: 5571.34 ms [2022-02-06 02:12:47 main:574] : INFO : Epoch 1957 | loss: 0.0311215 | val_loss: 0.0311574 | Time: 5556.32 ms [2022-02-06 02:12:53 main:574] : INFO : Epoch 1958 | loss: 0.0311296 | val_loss: 0.0311611 | Time: 5706.72 ms [2022-02-06 02:12:58 main:574] : INFO : Epoch 1959 | loss: 0.0311311 | val_loss: 0.0311612 | Time: 5578.74 ms [2022-02-06 02:13:04 main:574] : INFO : Epoch 1960 | loss: 0.0311274 | val_loss: 0.031157 | Time: 5602.75 ms [2022-02-06 02:13:10 main:574] : INFO : Epoch 1961 | loss: 0.0311249 | val_loss: 0.0311564 | Time: 5637.09 ms [2022-02-06 02:13:15 main:574] : INFO : Epoch 1962 | loss: 0.0311254 | val_loss: 0.0311622 | Time: 5383.54 ms [2022-02-06 02:13:21 main:574] : INFO : Epoch 1963 | loss: 0.0311182 | val_loss: 0.0311607 | Time: 5660.68 ms [2022-02-06 02:13:26 main:574] : INFO : Epoch 1964 | loss: 0.0311168 | val_loss: 0.0311646 | Time: 5381 ms [2022-02-06 02:13:32 main:574] : INFO : Epoch 1965 | loss: 0.0311162 | val_loss: 0.0311743 | Time: 5516.52 ms [2022-02-06 02:13:38 main:574] : INFO : Epoch 1966 | loss: 0.0311205 | val_loss: 0.0311799 | Time: 5723.58 ms [2022-02-06 02:13:43 main:574] : INFO : Epoch 1967 | loss: 0.0311207 | val_loss: 0.0311876 | Time: 5540.74 ms [2022-02-06 02:13:49 main:574] : INFO : Epoch 1968 | loss: 0.0311171 | val_loss: 0.0311646 | Time: 5418.72 ms [2022-02-06 02:13:55 main:574] : INFO : Epoch 1969 | loss: 0.0311092 | val_loss: 0.0311717 | Time: 5583.41 ms [2022-02-06 02:14:00 main:574] : INFO : Epoch 1970 | loss: 0.03111 | val_loss: 0.0311716 | Time: 5512.14 ms [2022-02-06 02:14:06 main:574] : INFO : Epoch 1971 | loss: 0.0311087 | val_loss: 0.0311696 | Time: 5464.23 ms [2022-02-06 02:14:11 main:574] : INFO : Epoch 1972 | loss: 0.031118 | val_loss: 0.0311691 | Time: 5569.09 ms [2022-02-06 02:14:17 main:574] : INFO : Epoch 1973 | loss: 0.0311075 | val_loss: 0.0311655 | Time: 5409.28 ms [2022-02-06 02:14:22 main:574] : INFO : Epoch 1974 | loss: 0.0311048 | val_loss: 0.031172 | Time: 5520.8 ms [2022-02-06 02:14:28 main:574] : INFO : Epoch 1975 | loss: 0.0311061 | val_loss: 0.0311759 | Time: 5549.02 ms [2022-02-06 02:14:34 main:574] : INFO : Epoch 1976 | loss: 0.0311048 | val_loss: 0.0311656 | Time: 5417.34 ms [2022-02-06 02:14:39 main:574] : INFO : Epoch 1977 | loss: 0.0311105 | val_loss: 0.0311663 | Time: 5458.03 ms [2022-02-06 02:14:45 main:574] : INFO : Epoch 1978 | loss: 0.0311131 | val_loss: 0.0311637 | Time: 5427.14 ms [2022-02-06 02:14:50 main:574] : INFO : Epoch 1979 | loss: 0.0311145 | val_loss: 0.0311611 | Time: 5496.98 ms [2022-02-06 02:14:56 main:574] : INFO : Epoch 1980 | loss: 0.0311145 | val_loss: 0.0311733 | Time: 5430.54 ms [2022-02-06 02:15:01 main:574] : INFO : Epoch 1981 | loss: 0.0311113 | val_loss: 0.0311637 | Time: 5430.37 ms [2022-02-06 02:15:07 main:574] : INFO : Epoch 1982 | loss: 0.0311104 | val_loss: 0.0311656 | Time: 5652.83 ms [2022-02-06 02:15:12 main:574] : INFO : Epoch 1983 | loss: 0.0311117 | val_loss: 0.0311593 | Time: 5420.85 ms [2022-02-06 02:15:18 main:574] : INFO : Epoch 1984 | loss: 0.0311104 | val_loss: 0.0311729 | Time: 5486.62 ms [2022-02-06 02:15:24 main:574] : INFO : Epoch 1985 | loss: 0.031111 | val_loss: 0.0311659 | Time: 5482.25 ms [2022-02-06 02:15:29 main:574] : INFO : Epoch 1986 | loss: 0.0311133 | val_loss: 0.0311631 | Time: 5695.04 ms [2022-02-06 02:15:35 main:574] : INFO : Epoch 1987 | loss: 0.03111 | val_loss: 0.0311676 | Time: 5304.28 ms [2022-02-06 02:15:40 main:574] : INFO : Epoch 1988 | loss: 0.0311083 | val_loss: 0.031178 | Time: 5522.58 ms [2022-02-06 02:15:46 main:574] : INFO : Epoch 1989 | loss: 0.0311049 | val_loss: 0.0311702 | Time: 5633.29 ms [2022-02-06 02:15:52 main:574] : INFO : Epoch 1990 | loss: 0.0311034 | val_loss: 0.0311705 | Time: 5408.07 ms [2022-02-06 02:15:57 main:574] : INFO : Epoch 1991 | loss: 0.0311039 | val_loss: 0.0311773 | Time: 5470.72 ms [2022-02-06 02:16:03 main:574] : INFO : Epoch 1992 | loss: 0.0311044 | val_loss: 0.0311698 | Time: 5449.29 ms [2022-02-06 02:16:08 main:574] : INFO : Epoch 1993 | loss: 0.0311048 | val_loss: 0.0311728 | Time: 5528.16 ms [2022-02-06 02:16:14 main:574] : INFO : Epoch 1994 | loss: 0.03111 | val_loss: 0.0311814 | Time: 5687.05 ms [2022-02-06 02:16:20 main:574] : INFO : Epoch 1995 | loss: 0.0311177 | val_loss: 0.031175 | Time: 5558.51 ms [2022-02-06 02:16:25 main:574] : INFO : Epoch 1996 | loss: 0.0311136 | val_loss: 0.0311683 | Time: 5633.87 ms [2022-02-06 02:16:31 main:574] : INFO : Epoch 1997 | loss: 0.0311114 | val_loss: 0.0311738 | Time: 5418.65 ms [2022-02-06 02:16:36 main:574] : INFO : Epoch 1998 | loss: 0.031116 | val_loss: 0.0311607 | Time: 5586.77 ms [2022-02-06 02:16:42 main:574] : INFO : Epoch 1999 | loss: 0.0311135 | val_loss: 0.0311715 | Time: 5573.39 ms [2022-02-06 02:16:48 main:574] : INFO : Epoch 2000 | loss: 0.0311215 | val_loss: 0.0311609 | Time: 5657.7 ms [2022-02-06 02:16:53 main:574] : INFO : Epoch 2001 | loss: 0.0311193 | val_loss: 0.0311577 | Time: 5427 ms [2022-02-06 02:16:59 main:574] : INFO : Epoch 2002 | loss: 0.0311152 | val_loss: 0.0311611 | Time: 5475.32 ms [2022-02-06 02:17:04 main:574] : INFO : Epoch 2003 | loss: 0.0311151 | val_loss: 0.0311611 | Time: 5472.9 ms [2022-02-06 02:17:10 main:574] : INFO : Epoch 2004 | loss: 0.0311146 | val_loss: 0.0311622 | Time: 5563.76 ms [2022-02-06 02:17:16 main:574] : INFO : Epoch 2005 | loss: 0.0311104 | val_loss: 0.0311621 | Time: 5491.51 ms [2022-02-06 02:17:21 main:574] : INFO : Epoch 2006 | loss: 0.0311062 | val_loss: 0.0311582 | Time: 5523.36 ms [2022-02-06 02:17:27 main:574] : INFO : Epoch 2007 | loss: 0.0311092 | val_loss: 0.0311628 | Time: 5579.19 ms [2022-02-06 02:17:32 main:574] : INFO : Epoch 2008 | loss: 0.0311077 | val_loss: 0.0311554 | Time: 5442.96 ms [2022-02-06 02:17:38 main:574] : INFO : Epoch 2009 | loss: 0.0311054 | val_loss: 0.0311623 | Time: 5395.63 ms [2022-02-06 02:17:44 main:574] : INFO : Epoch 2010 | loss: 0.0311077 | val_loss: 0.0311634 | Time: 5653.41 ms [2022-02-06 02:17:49 main:574] : INFO : Epoch 2011 | loss: 0.031107 | val_loss: 0.0311585 | Time: 5556.91 ms [2022-02-06 02:17:55 main:574] : INFO : Epoch 2012 | loss: 0.0311108 | val_loss: 0.0311624 | Time: 5589.95 ms [2022-02-06 02:18:01 main:574] : INFO : Epoch 2013 | loss: 0.031109 | val_loss: 0.0311635 | Time: 5582.27 ms [2022-02-06 02:18:06 main:574] : INFO : Epoch 2014 | loss: 0.0311219 | val_loss: 0.0311573 | Time: 5608.7 ms [2022-02-06 02:18:12 main:574] : INFO : Epoch 2015 | loss: 0.0311191 | val_loss: 0.031154 | Time: 5665.43 ms [2022-02-06 02:18:18 main:574] : INFO : Epoch 2016 | loss: 0.0311177 | val_loss: 0.0311546 | Time: 5506.58 ms [2022-02-06 02:18:23 main:574] : INFO : Epoch 2017 | loss: 0.0311136 | val_loss: 0.0311557 | Time: 5507.87 ms [2022-02-06 02:18:29 main:574] : INFO : Epoch 2018 | loss: 0.0311124 | val_loss: 0.0311615 | Time: 5458.13 ms [2022-02-06 02:18:34 main:574] : INFO : Epoch 2019 | loss: 0.0311092 | val_loss: 0.0311573 | Time: 5617.88 ms [2022-02-06 02:18:40 main:574] : INFO : Epoch 2020 | loss: 0.0311046 | val_loss: 0.0311559 | Time: 5666.11 ms [2022-02-06 02:18:46 main:574] : INFO : Epoch 2021 | loss: 0.0311049 | val_loss: 0.0311625 | Time: 5590.61 ms [2022-02-06 02:18:52 main:574] : INFO : Epoch 2022 | loss: 0.0311038 | val_loss: 0.0311633 | Time: 5590.45 ms [2022-02-06 02:18:57 main:574] : INFO : Epoch 2023 | loss: 0.0311019 | val_loss: 0.0311583 | Time: 5773.69 ms [2022-02-06 02:19:03 main:574] : INFO : Epoch 2024 | loss: 0.0311159 | val_loss: 0.0311534 | Time: 5492.4 ms [2022-02-06 02:19:09 main:574] : INFO : Epoch 2025 | loss: 0.0311231 | val_loss: 0.0311495 | Time: 5669.42 ms [2022-02-06 02:19:14 main:574] : INFO : Epoch 2026 | loss: 0.0311185 | val_loss: 0.0311548 | Time: 5384.62 ms [2022-02-06 02:19:20 main:574] : INFO : Epoch 2027 | loss: 0.0311178 | val_loss: 0.0311547 | Time: 5714.72 ms [2022-02-06 02:19:26 main:574] : INFO : Epoch 2028 | loss: 0.0311245 | val_loss: 0.0311525 | Time: 5514.22 ms [2022-02-06 02:19:31 main:574] : INFO : Epoch 2029 | loss: 0.0311169 | val_loss: 0.0311593 | Time: 5547.38 ms [2022-02-06 02:19:37 main:574] : INFO : Epoch 2030 | loss: 0.0311176 | val_loss: 0.0311702 | Time: 5455.02 ms [2022-02-06 02:19:42 main:574] : INFO : Epoch 2031 | loss: 0.0311151 | val_loss: 0.0311548 | Time: 5492.65 ms [2022-02-06 02:19:48 main:574] : INFO : Epoch 2032 | loss: 0.0311102 | val_loss: 0.0311691 | Time: 5531.09 ms [2022-02-06 02:19:54 main:574] : INFO : Epoch 2033 | loss: 0.0311085 | val_loss: 0.0311544 | Time: 5586.54 ms [2022-02-06 02:19:59 main:574] : INFO : Epoch 2034 | loss: 0.0311055 | val_loss: 0.0311562 | Time: 5437.93 ms [2022-02-06 02:20:05 main:574] : INFO : Epoch 2035 | loss: 0.0311022 | val_loss: 0.0311623 | Time: 5504.96 ms [2022-02-06 02:20:10 main:574] : INFO : Epoch 2036 | loss: 0.0311039 | val_loss: 0.0311522 | Time: 5627.6 ms [2022-02-06 02:20:16 main:574] : INFO : Epoch 2037 | loss: 0.0311046 | val_loss: 0.0311551 | Time: 5552.84 ms [2022-02-06 02:20:22 main:574] : INFO : Epoch 2038 | loss: 0.0311029 | val_loss: 0.0311597 | Time: 5680.4 ms [2022-02-06 02:20:27 main:574] : INFO : Epoch 2039 | loss: 0.0311044 | val_loss: 0.0311554 | Time: 5570.89 ms [2022-02-06 02:20:33 main:574] : INFO : Epoch 2040 | loss: 0.0311049 | val_loss: 0.0311516 | Time: 5530.31 ms [2022-02-06 02:20:39 main:574] : INFO : Epoch 2041 | loss: 0.0311067 | val_loss: 0.0311694 | Time: 5477.81 ms [2022-02-06 02:20:44 main:574] : INFO : Epoch 2042 | loss: 0.0311117 | val_loss: 0.0311599 | Time: 5594.85 ms [2022-02-06 02:20:50 main:574] : INFO : Epoch 2043 | loss: 0.0311081 | val_loss: 0.03116 | Time: 5543.42 ms [2022-02-06 02:20:55 main:574] : INFO : Epoch 2044 | loss: 0.0311039 | val_loss: 0.0311654 | Time: 5480.52 ms [2022-02-06 02:21:01 main:574] : INFO : Epoch 2045 | loss: 0.0311043 | val_loss: 0.0311537 | Time: 5587.66 ms [2022-02-06 02:21:07 main:574] : INFO : Epoch 2046 | loss: 0.0311035 | val_loss: 0.0311581 | Time: 5566.95 ms [2022-02-06 02:21:12 main:574] : INFO : Epoch 2047 | loss: 0.0310999 | val_loss: 0.0311585 | Time: 5521.39 ms [2022-02-06 02:21:18 main:574] : INFO : Epoch 2048 | loss: 0.0311018 | val_loss: 0.0311614 | Time: 5413.85 ms [2022-02-06 02:21:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311614 [2022-02-06 02:21:18 main:603] : INFO : Saving end state to config to file [2022-02-06 02:21:18 main:608] : INFO : Success, exiting.. 02:21:18 (15524): 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)