Task 5181075
| Name | ParityMachine-1619583278-2010-0_2 |
| Workunit | 3067644 |
| Created | 12 May 2021, 16:25:06 UTC |
| Sent | 12 May 2021, 17:30:16 UTC |
| Report deadline | 20 May 2021, 17:30:16 UTC |
| Received | 12 May 2021, 21:20:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 46 min 40 sec |
| CPU time | 2 hours 38 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.29 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :39 main:574] : INFO : Epoch 1542 | loss: 0.0310928 | val_loss: 0.0311613 | Time: 4853.15 ms [2021-05-12 15:38:44 main:574] : INFO : Epoch 1543 | loss: 0.0310912 | val_loss: 0.0311648 | Time: 4781.86 ms [2021-05-12 15:38:49 main:574] : INFO : Epoch 1544 | loss: 0.0310887 | val_loss: 0.0311622 | Time: 4917.81 ms [2021-05-12 15:38:54 main:574] : INFO : Epoch 1545 | loss: 0.0310964 | val_loss: 0.0311841 | Time: 4742.34 ms [2021-05-12 15:38:59 main:574] : INFO : Epoch 1546 | loss: 0.0310835 | val_loss: 0.0311799 | Time: 4649.23 ms [2021-05-12 15:39:04 main:574] : INFO : Epoch 1547 | loss: 0.0310864 | val_loss: 0.0311729 | Time: 5037.61 ms [2021-05-12 15:39:09 main:574] : INFO : Epoch 1548 | loss: 0.0310841 | val_loss: 0.0311732 | Time: 4948.36 ms [2021-05-12 15:39:14 main:574] : INFO : Epoch 1549 | loss: 0.03109 | val_loss: 0.031169 | Time: 4854.82 ms [2021-05-12 15:39:18 main:574] : INFO : Epoch 1550 | loss: 0.0310872 | val_loss: 0.0311617 | Time: 4754.35 ms [2021-05-12 15:39:23 main:574] : INFO : Epoch 1551 | loss: 0.031082 | val_loss: 0.0311745 | Time: 4797.33 ms [2021-05-12 15:39:28 main:574] : INFO : Epoch 1552 | loss: 0.0310828 | val_loss: 0.031166 | Time: 4887.37 ms [2021-05-12 15:39:33 main:574] : INFO : Epoch 1553 | loss: 0.0310906 | val_loss: 0.031181 | Time: 4782.9 ms [2021-05-12 15:39:38 main:574] : INFO : Epoch 1554 | loss: 0.0310854 | val_loss: 0.0311721 | Time: 4748.55 ms [2021-05-12 15:39:43 main:574] : INFO : Epoch 1555 | loss: 0.0310784 | val_loss: 0.0311797 | Time: 4704.18 ms [2021-05-12 15:39:47 main:574] : INFO : Epoch 1556 | loss: 0.031089 | val_loss: 0.0311599 | Time: 4843.05 ms [2021-05-12 15:39:52 main:574] : INFO : Epoch 1557 | loss: 0.0310949 | val_loss: 0.0311597 | Time: 4818.37 ms [2021-05-12 15:39:57 main:574] : INFO : Epoch 1558 | loss: 0.0310963 | val_loss: 0.0311629 | Time: 4659.38 ms [2021-05-12 15:40:02 main:574] : INFO : Epoch 1559 | loss: 0.0310945 | val_loss: 0.0311732 | Time: 4858.43 ms [2021-05-12 15:40:07 main:574] : INFO : Epoch 1560 | loss: 0.0310921 | val_loss: 0.0311767 | Time: 4745.57 ms [2021-05-12 15:40:12 main:574] : INFO : Epoch 1561 | loss: 0.0310996 | val_loss: 0.0311613 | Time: 4697.66 ms [2021-05-12 15:40:16 main:574] : INFO : Epoch 1562 | loss: 0.0310936 | val_loss: 0.0311766 | Time: 4869.19 ms [2021-05-12 15:40:21 main:574] : INFO : Epoch 1563 | loss: 0.0310883 | val_loss: 0.031166 | Time: 4841.47 ms [2021-05-12 15:40:26 main:574] : INFO : Epoch 1564 | loss: 0.0310854 | val_loss: 0.0311684 | Time: 5069.94 ms [2021-05-12 15:40:32 main:574] : INFO : Epoch 1565 | loss: 0.0310868 | val_loss: 0.031167 | Time: 5224.58 ms [2021-05-12 15:40:37 main:574] : INFO : Epoch 1566 | loss: 0.0310948 | val_loss: 0.0311637 | Time: 4825.91 ms [2021-05-12 15:40:41 main:574] : INFO : Epoch 1567 | loss: 0.0310982 | val_loss: 0.0311687 | Time: 4753.64 ms [2021-05-12 15:40:46 main:574] : INFO : Epoch 1568 | loss: 0.0310903 | val_loss: 0.0311655 | Time: 4871.4 ms [2021-05-12 15:40:51 main:574] : INFO : Epoch 1569 | loss: 0.0310941 | val_loss: 0.0311728 | Time: 4779.82 ms [2021-05-12 15:40:56 main:574] : INFO : Epoch 1570 | loss: 0.031093 | val_loss: 0.0311657 | Time: 4713.17 ms [2021-05-12 15:41:01 main:574] : INFO : Epoch 1571 | loss: 0.0310922 | val_loss: 0.0311592 | Time: 4859.17 ms [2021-05-12 15:41:06 main:574] : INFO : Epoch 1572 | loss: 0.0311008 | val_loss: 0.0311672 | Time: 4749.89 ms [2021-05-12 15:41:10 main:574] : INFO : Epoch 1573 | loss: 0.0310926 | val_loss: 0.0311679 | Time: 4751.84 ms [2021-05-12 15:41:15 main:574] : INFO : Epoch 1574 | loss: 0.0310936 | val_loss: 0.0311691 | Time: 4739.16 ms [2021-05-12 15:41:20 main:574] : INFO : Epoch 1575 | loss: 0.0310951 | val_loss: 0.0311784 | Time: 4733.58 ms [2021-05-12 15:41:25 main:574] : INFO : Epoch 1576 | loss: 0.0310909 | val_loss: 0.0312139 | Time: 4748.79 ms [2021-05-12 15:41:29 main:574] : INFO : Epoch 1577 | loss: 0.0311019 | val_loss: 0.0311573 | Time: 4622.21 ms [2021-05-12 15:41:34 main:574] : INFO : Epoch 1578 | loss: 0.031089 | val_loss: 0.0311593 | Time: 4754.14 ms [2021-05-12 15:41:39 main:574] : INFO : Epoch 1579 | loss: 0.0310943 | val_loss: 0.0311617 | Time: 4765.72 ms [2021-05-12 15:41:44 main:574] : INFO : Epoch 1580 | loss: 0.0311055 | val_loss: 0.031187 | Time: 4836.3 ms [2021-05-12 15:41:49 main:574] : INFO : Epoch 1581 | loss: 0.0310951 | val_loss: 0.0311691 | Time: 4824.58 ms [2021-05-12 15:41:54 main:574] : INFO : Epoch 1582 | loss: 0.0310935 | val_loss: 0.0311592 | Time: 4839.58 ms [2021-05-12 15:41:59 main:574] : INFO : Epoch 1583 | loss: 0.03112 | val_loss: 0.031158 | Time: 4884.45 ms [2021-05-12 15:42:03 main:574] : INFO : Epoch 1584 | loss: 0.0311076 | val_loss: 0.0311593 | Time: 4730.48 ms [2021-05-12 15:42:08 main:574] : INFO : Epoch 1585 | loss: 0.0310999 | val_loss: 0.031157 | Time: 4607.21 ms [2021-05-12 15:42:13 main:574] : INFO : Epoch 1586 | loss: 0.0310969 | val_loss: 0.031166 | Time: 4729.38 ms [2021-05-12 15:42:18 main:574] : INFO : Epoch 1587 | loss: 0.0310911 | val_loss: 0.0311672 | Time: 4842.58 ms [2021-05-12 15:42:23 main:574] : INFO : Epoch 1588 | loss: 0.0310835 | val_loss: 0.0311705 | Time: 4858.77 ms [2021-05-12 15:42:28 main:574] : INFO : Epoch 1589 | loss: 0.0310857 | val_loss: 0.0311826 | Time: 4782.06 ms [2021-05-12 15:42:32 main:574] : INFO : Epoch 1590 | loss: 0.0310891 | val_loss: 0.031176 | Time: 4680.94 ms [2021-05-12 15:42:37 main:574] : INFO : Epoch 1591 | loss: 0.0310876 | val_loss: 0.0311595 | Time: 4719.95 ms [2021-05-12 15:42:42 main:574] : INFO : Epoch 1592 | loss: 0.0311034 | val_loss: 0.0311616 | Time: 4662.78 ms [2021-05-12 15:42:46 main:574] : INFO : Epoch 1593 | loss: 0.0311165 | val_loss: 0.0311624 | Time: 4694.3 ms [2021-05-12 15:42:51 main:574] : INFO : Epoch 1594 | loss: 0.0311097 | val_loss: 0.0311535 | Time: 4691.67 ms [2021-05-12 15:42:56 main:574] : INFO : Epoch 1595 | loss: 0.031101 | val_loss: 0.0311527 | Time: 4838.75 ms [2021-05-12 15:43:01 main:574] : INFO : Epoch 1596 | loss: 0.0310967 | val_loss: 0.0311607 | Time: 4859.09 ms [2021-05-12 15:43:06 main:574] : INFO : Epoch 1597 | loss: 0.0310955 | val_loss: 0.0311681 | Time: 4578.95 ms [2021-05-12 15:43:10 main:574] : INFO : Epoch 1598 | loss: 0.031094 | val_loss: 0.0311587 | Time: 4655.84 ms [2021-05-12 15:43:15 main:574] : INFO : Epoch 1599 | loss: 0.0310925 | val_loss: 0.031167 | Time: 4815.16 ms [2021-05-12 15:43:20 main:574] : INFO : Epoch 1600 | loss: 0.0310891 | val_loss: 0.031179 | Time: 4869.51 ms [2021-05-12 15:43:25 main:574] : INFO : Epoch 1601 | loss: 0.0310879 | val_loss: 0.0311687 | Time: 4755.58 ms [2021-05-12 15:43:30 main:574] : INFO : Epoch 1602 | loss: 0.0310864 | val_loss: 0.0311621 | Time: 4664.38 ms [2021-05-12 15:43:35 main:574] : INFO : Epoch 1603 | loss: 0.0310857 | val_loss: 0.0311806 | Time: 4697.33 ms [2021-05-12 15:43:39 main:574] : INFO : Epoch 1604 | loss: 0.0310895 | val_loss: 0.0311841 | Time: 4748.4 ms [2021-05-12 15:43:44 main:574] : INFO : Epoch 1605 | loss: 0.0310867 | val_loss: 0.0311644 | Time: 4772.46 ms [2021-05-12 15:43:49 main:574] : INFO : Epoch 1606 | loss: 0.0310878 | val_loss: 0.0311646 | Time: 4841.36 ms [2021-05-12 15:43:54 main:574] : INFO : Epoch 1607 | loss: 0.0311088 | val_loss: 0.0311546 | Time: 4871.88 ms [2021-05-12 15:43:59 main:574] : INFO : Epoch 1608 | loss: 0.0311009 | val_loss: 0.0311591 | Time: 4860.06 ms [2021-05-12 15:44:04 main:574] : INFO : Epoch 1609 | loss: 0.031096 | val_loss: 0.0311553 | Time: 4668.27 ms [2021-05-12 15:44:08 main:574] : INFO : Epoch 1610 | loss: 0.0310904 | val_loss: 0.0311651 | Time: 4700.51 ms [2021-05-12 15:44:13 main:574] : INFO : Epoch 1611 | loss: 0.0310976 | val_loss: 0.0311935 | Time: 4848.04 ms [2021-05-12 15:44:18 main:574] : INFO : Epoch 1612 | loss: 0.0310953 | val_loss: 0.0311721 | Time: 4727.18 ms [2021-05-12 15:44:23 main:574] : INFO : Epoch 1613 | loss: 0.0310946 | val_loss: 0.0311568 | Time: 4739.2 ms [2021-05-12 15:44:28 main:574] : INFO : Epoch 1614 | loss: 0.0310893 | val_loss: 0.0311628 | Time: 4609.32 ms [2021-05-12 15:44:32 main:574] : INFO : Epoch 1615 | loss: 0.031087 | val_loss: 0.0311745 | Time: 4786.59 ms [2021-05-12 15:44:37 main:574] : INFO : Epoch 1616 | loss: 0.0310854 | val_loss: 0.0311639 | Time: 4638.76 ms [2021-05-12 15:44:42 main:574] : INFO : Epoch 1617 | loss: 0.0310814 | val_loss: 0.0311665 | Time: 4785.31 ms [2021-05-12 15:44:47 main:574] : INFO : Epoch 1618 | loss: 0.0310831 | val_loss: 0.0311679 | Time: 4769.47 ms [2021-05-12 15:44:52 main:574] : INFO : Epoch 1619 | loss: 0.0310811 | val_loss: 0.0311727 | Time: 4769.07 ms [2021-05-12 15:44:56 main:574] : INFO : Epoch 1620 | loss: 0.031083 | val_loss: 0.0311712 | Time: 4764.41 ms [2021-05-12 15:45:01 main:574] : INFO : Epoch 1621 | loss: 0.0310806 | val_loss: 0.0311843 | Time: 4887.49 ms [2021-05-12 15:45:06 main:574] : INFO : Epoch 1622 | loss: 0.0310827 | val_loss: 0.0311848 | Time: 4769.95 ms [2021-05-12 15:45:11 main:574] : INFO : Epoch 1623 | loss: 0.0310945 | val_loss: 0.0311722 | Time: 4829.62 ms [2021-05-12 15:45:16 main:574] : INFO : Epoch 1624 | loss: 0.031089 | val_loss: 0.0311698 | Time: 4737.43 ms [2021-05-12 15:45:21 main:574] : INFO : Epoch 1625 | loss: 0.0310818 | val_loss: 0.0311832 | Time: 4831.89 ms [2021-05-12 15:45:26 main:574] : INFO : Epoch 1626 | loss: 0.0310821 | val_loss: 0.031185 | Time: 4906.66 ms [2021-05-12 15:45:31 main:574] : INFO : Epoch 1627 | loss: 0.0310835 | val_loss: 0.0311748 | Time: 4680.83 ms [2021-05-12 15:45:35 main:574] : INFO : Epoch 1628 | loss: 0.0310751 | val_loss: 0.0311856 | Time: 4734.72 ms [2021-05-12 15:45:40 main:574] : INFO : Epoch 1629 | loss: 0.0310775 | val_loss: 0.0311873 | Time: 4890.91 ms [2021-05-12 15:45:45 main:574] : INFO : Epoch 1630 | loss: 0.0310774 | val_loss: 0.0311689 | Time: 4871.46 ms [2021-05-12 15:45:50 main:574] : INFO : Epoch 1631 | loss: 0.0310791 | val_loss: 0.0311698 | Time: 4826.38 ms [2021-05-12 15:45:55 main:574] : INFO : Epoch 1632 | loss: 0.0310823 | val_loss: 0.0311738 | Time: 4807.53 ms [2021-05-12 15:46:00 main:574] : INFO : Epoch 1633 | loss: 0.0310766 | val_loss: 0.0311726 | Time: 4819.45 ms [2021-05-12 15:46:05 main:574] : INFO : Epoch 1634 | loss: 0.031083 | val_loss: 0.0311734 | Time: 4654.33 ms [2021-05-12 15:46:10 main:574] : INFO : Epoch 1635 | loss: 0.0310816 | val_loss: 0.0311789 | Time: 4912.91 ms [2021-05-12 15:46:14 main:574] : INFO : Epoch 1636 | loss: 0.0310864 | val_loss: 0.0311593 | Time: 4824.8 ms [2021-05-12 15:46:19 main:574] : INFO : Epoch 1637 | loss: 0.0310808 | val_loss: 0.031179 | Time: 4636.41 ms [2021-05-12 15:46:24 main:574] : INFO : Epoch 1638 | loss: 0.0310797 | val_loss: 0.0311731 | Time: 4773.23 ms [2021-05-12 15:46:29 main:574] : INFO : Epoch 1639 | loss: 0.0310865 | val_loss: 0.0311867 | Time: 4698.09 ms [2021-05-12 15:46:33 main:574] : INFO : Epoch 1640 | loss: 0.0310863 | val_loss: 0.0311673 | Time: 4713.08 ms [2021-05-12 15:46:38 main:574] : INFO : Epoch 1641 | loss: 0.0310764 | val_loss: 0.0311788 | Time: 4800.49 ms [2021-05-12 15:46:43 main:574] : INFO : Epoch 1642 | loss: 0.0310739 | val_loss: 0.0311715 | Time: 4747.71 ms [2021-05-12 15:46:48 main:574] : INFO : Epoch 1643 | loss: 0.0310782 | val_loss: 0.0311837 | Time: 4736.49 ms [2021-05-12 15:46:53 main:574] : INFO : Epoch 1644 | loss: 0.0310752 | val_loss: 0.0311762 | Time: 4724.38 ms [2021-05-12 15:46:57 main:574] : INFO : Epoch 1645 | loss: 0.0310715 | val_loss: 0.0311807 | Time: 4757.02 ms [2021-05-12 15:47:02 main:574] : INFO : Epoch 1646 | loss: 0.031072 | val_loss: 0.0311665 | Time: 4820.6 ms [2021-05-12 15:47:07 main:574] : INFO : Epoch 1647 | loss: 0.0310685 | val_loss: 0.031184 | Time: 4767.42 ms [2021-05-12 15:47:12 main:574] : INFO : Epoch 1648 | loss: 0.0310782 | val_loss: 0.0311681 | Time: 4749.93 ms [2021-05-12 15:47:17 main:574] : INFO : Epoch 1649 | loss: 0.0310731 | val_loss: 0.0311774 | Time: 4839.88 ms [2021-05-12 15:47:22 main:574] : INFO : Epoch 1650 | loss: 0.0310733 | val_loss: 0.0311833 | Time: 4881 ms [2021-05-12 15:47:27 main:574] : INFO : Epoch 1651 | loss: 0.0310825 | val_loss: 0.0311814 | Time: 4814.09 ms [2021-05-12 15:47:31 main:574] : INFO : Epoch 1652 | loss: 0.0310803 | val_loss: 0.0311765 | Time: 4668.37 ms [2021-05-12 15:47:36 main:574] : INFO : Epoch 1653 | loss: 0.0310774 | val_loss: 0.0311727 | Time: 4673.29 ms [2021-05-12 15:47:41 main:574] : INFO : Epoch 1654 | loss: 0.0310819 | val_loss: 0.0311637 | Time: 4920.61 ms [2021-05-12 15:47:46 main:574] : INFO : Epoch 1655 | loss: 0.0310744 | val_loss: 0.0311771 | Time: 4734.43 ms [2021-05-12 15:47:51 main:574] : INFO : Epoch 1656 | loss: 0.0310756 | val_loss: 0.0311696 | Time: 4809.65 ms [2021-05-12 15:47:56 main:574] : INFO : Epoch 1657 | loss: 0.0310788 | val_loss: 0.0311681 | Time: 4819.25 ms [2021-05-12 15:48:01 main:574] : INFO : Epoch 1658 | loss: 0.0310773 | val_loss: 0.0311695 | Time: 4810.1 ms [2021-05-12 15:48:05 main:574] : INFO : Epoch 1659 | loss: 0.0310697 | val_loss: 0.0311784 | Time: 4833.13 ms [2021-05-12 15:48:10 main:574] : INFO : Epoch 1660 | loss: 0.0310787 | val_loss: 0.0311734 | Time: 4833.71 ms [2021-05-12 15:48:15 main:574] : INFO : Epoch 1661 | loss: 0.0310767 | val_loss: 0.0311801 | Time: 4742.04 ms [2021-05-12 15:48:20 main:574] : INFO : Epoch 1662 | loss: 0.0310752 | val_loss: 0.0311758 | Time: 4803.37 ms [2021-05-12 15:48:25 main:574] : INFO : Epoch 1663 | loss: 0.0310718 | val_loss: 0.0311743 | Time: 4791.29 ms [2021-05-12 15:48:30 main:574] : INFO : Epoch 1664 | loss: 0.0310754 | val_loss: 0.0311849 | Time: 4727.62 ms [2021-05-12 15:48:34 main:574] : INFO : Epoch 1665 | loss: 0.0310773 | val_loss: 0.0311944 | Time: 4664.02 ms [2021-05-12 15:48:39 main:574] : INFO : Epoch 1666 | loss: 0.0310808 | val_loss: 0.0311781 | Time: 4938.96 ms [2021-05-12 15:48:44 main:574] : INFO : Epoch 1667 | loss: 0.0310784 | val_loss: 0.0311709 | Time: 4810.78 ms [2021-05-12 15:48:49 main:574] : INFO : Epoch 1668 | loss: 0.0310908 | val_loss: 0.0311709 | Time: 4821.06 ms [2021-05-12 15:48:54 main:574] : INFO : Epoch 1669 | loss: 0.0310825 | val_loss: 0.0311668 | Time: 4804.13 ms [2021-05-12 15:48:59 main:574] : INFO : Epoch 1670 | loss: 0.0310829 | val_loss: 0.0311731 | Time: 4859.52 ms [2021-05-12 15:49:04 main:574] : INFO : Epoch 1671 | loss: 0.0310765 | val_loss: 0.0311789 | Time: 4891.46 ms [2021-05-12 15:49:09 main:574] : INFO : Epoch 1672 | loss: 0.031075 | val_loss: 0.0311805 | Time: 4822.38 ms [2021-05-12 15:49:13 main:574] : INFO : Epoch 1673 | loss: 0.0310755 | val_loss: 0.0311832 | Time: 4636.17 ms [2021-05-12 15:49:18 main:574] : INFO : Epoch 1674 | loss: 0.0310708 | val_loss: 0.0311783 | Time: 4869.23 ms [2021-05-12 15:49:23 main:574] : INFO : Epoch 1675 | loss: 0.0310771 | val_loss: 0.0311793 | Time: 4811.08 ms [2021-05-12 15:49:28 main:574] : INFO : Epoch 1676 | loss: 0.0310755 | val_loss: 0.0311818 | Time: 5217.4 ms [2021-05-12 15:49:33 main:574] : INFO : Epoch 1677 | loss: 0.0310699 | val_loss: 0.0311722 | Time: 4710.33 ms [2021-05-12 15:49:38 main:574] : INFO : Epoch 1678 | loss: 0.0310713 | val_loss: 0.0311758 | Time: 4861.23 ms [2021-05-12 15:49:43 main:574] : INFO : Epoch 1679 | loss: 0.0310708 | val_loss: 0.0311926 | Time: 4745.16 ms [2021-05-12 15:49:48 main:574] : INFO : Epoch 1680 | loss: 0.0310825 | val_loss: 0.0311703 | Time: 4714.1 ms [2021-05-12 15:49:52 main:574] : INFO : Epoch 1681 | loss: 0.0310785 | val_loss: 0.031183 | Time: 4716.71 ms [2021-05-12 15:49:57 main:574] : INFO : Epoch 1682 | loss: 0.0310863 | val_loss: 0.031172 | Time: 4670.3 ms [2021-05-12 15:50:02 main:574] : INFO : Epoch 1683 | loss: 0.0310904 | val_loss: 0.0311711 | Time: 4825.38 ms [2021-05-12 15:50:07 main:574] : INFO : Epoch 1684 | loss: 0.0310828 | val_loss: 0.0311835 | Time: 4712.84 ms [2021-05-12 15:50:12 main:574] : INFO : Epoch 1685 | loss: 0.0310734 | val_loss: 0.0311843 | Time: 4797.34 ms [2021-05-12 15:50:17 main:574] : INFO : Epoch 1686 | loss: 0.0310804 | val_loss: 0.0311735 | Time: 4783.36 ms [2021-05-12 15:50:21 main:574] : INFO : Epoch 1687 | loss: 0.0310778 | val_loss: 0.031169 | Time: 4756.5 ms [2021-05-12 15:50:26 main:574] : INFO : Epoch 1688 | loss: 0.0310782 | val_loss: 0.0311806 | Time: 4897.98 ms [2021-05-12 15:50:32 main:574] : INFO : Epoch 1689 | loss: 0.0310732 | val_loss: 0.0311846 | Time: 4959.54 ms [2021-05-12 15:50:37 main:574] : INFO : Epoch 1690 | loss: 0.0310749 | val_loss: 0.0311876 | Time: 4999.35 ms [2021-05-12 15:50:42 main:574] : INFO : Epoch 1691 | loss: 0.0310773 | val_loss: 0.0311774 | Time: 4967.69 ms [2021-05-12 15:50:47 main:574] : INFO : Epoch 1692 | loss: 0.031076 | val_loss: 0.0311662 | Time: 5066.32 ms [2021-05-12 15:50:52 main:574] : INFO : Epoch 1693 | loss: 0.0310742 | val_loss: 0.031185 | Time: 4867.77 ms [2021-05-12 15:50:57 main:574] : INFO : Epoch 1694 | loss: 0.0310737 | val_loss: 0.031185 | Time: 4894.12 ms [2021-05-12 15:51:02 main:574] : INFO : Epoch 1695 | loss: 0.0310748 | val_loss: 0.0311772 | Time: 4838.6 ms [2021-05-12 15:51:07 main:574] : INFO : Epoch 1696 | loss: 0.0310815 | val_loss: 0.0311741 | Time: 4856.3 ms [2021-05-12 15:51:11 main:574] : INFO : Epoch 1697 | loss: 0.0310802 | val_loss: 0.0311785 | Time: 4769.23 ms [2021-05-12 15:51:16 main:574] : INFO : Epoch 1698 | loss: 0.0310768 | val_loss: 0.0311601 | Time: 4763.86 ms [2021-05-12 15:51:21 main:574] : INFO : Epoch 1699 | loss: 0.0310884 | val_loss: 0.0311835 | Time: 4753.28 ms [2021-05-12 15:51:26 main:574] : INFO : Epoch 1700 | loss: 0.0310771 | val_loss: 0.0311796 | Time: 4707.95 ms [2021-05-12 15:51:31 main:574] : INFO : Epoch 1701 | loss: 0.0310756 | val_loss: 0.0311658 | Time: 5064.81 ms [2021-05-12 15:51:36 main:574] : INFO : Epoch 1702 | loss: 0.0310811 | val_loss: 0.031176 | Time: 4979.21 ms [2021-05-12 15:51:41 main:574] : INFO : Epoch 1703 | loss: 0.0310773 | val_loss: 0.0311741 | Time: 4753.34 ms [2021-05-12 15:51:46 main:574] : INFO : Epoch 1704 | loss: 0.0310833 | val_loss: 0.0311593 | Time: 4710.05 ms [2021-05-12 15:51:50 main:574] : INFO : Epoch 1705 | loss: 0.0310994 | val_loss: 0.0311569 | Time: 4776.51 ms [2021-05-12 15:51:55 main:574] : INFO : Epoch 1706 | loss: 0.031106 | val_loss: 0.0311578 | Time: 4873.88 ms [2021-05-12 15:52:00 main:574] : INFO : Epoch 1707 | loss: 0.0311009 | val_loss: 0.0311651 | Time: 4960.25 ms [2021-05-12 15:52:05 main:574] : INFO : Epoch 1708 | loss: 0.0310954 | val_loss: 0.0311673 | Time: 4859.95 ms [2021-05-12 15:52:10 main:574] : INFO : Epoch 1709 | loss: 0.0310899 | val_loss: 0.0311746 | Time: 4923.5 ms [2021-05-12 15:52:15 main:574] : INFO : Epoch 1710 | loss: 0.0310924 | val_loss: 0.0311631 | Time: 4738.59 ms [2021-05-12 15:52:20 main:574] : INFO : Epoch 1711 | loss: 0.0310905 | val_loss: 0.0311679 | Time: 4744.13 ms [2021-05-12 15:52:25 main:574] : INFO : Epoch 1712 | loss: 0.0310845 | val_loss: 0.0311697 | Time: 4811.59 ms [2021-05-12 15:52:29 main:574] : INFO : Epoch 1713 | loss: 0.0310807 | val_loss: 0.0311698 | Time: 4766.35 ms [2021-05-12 15:52:35 main:574] : INFO : Epoch 1714 | loss: 0.0310785 | val_loss: 0.031167 | Time: 5063.5 ms [2021-05-12 15:52:39 main:574] : INFO : Epoch 1715 | loss: 0.0310775 | val_loss: 0.0311828 | Time: 4831.2 ms [2021-05-12 15:52:44 main:574] : INFO : Epoch 1716 | loss: 0.0310861 | val_loss: 0.03118 | Time: 4883.98 ms [2021-05-12 15:52:49 main:574] : INFO : Epoch 1717 | loss: 0.0310854 | val_loss: 0.0311861 | Time: 4692.31 ms [2021-05-12 15:52:54 main:574] : INFO : Epoch 1718 | loss: 0.0310779 | val_loss: 0.0311728 | Time: 4870.12 ms [2021-05-12 15:52:59 main:574] : INFO : Epoch 1719 | loss: 0.031088 | val_loss: 0.0311624 | Time: 4834.81 ms [2021-05-12 15:53:04 main:574] : INFO : Epoch 1720 | loss: 0.0310797 | val_loss: 0.0311675 | Time: 4754.11 ms [2021-05-12 15:53:09 main:574] : INFO : Epoch 1721 | loss: 0.0310707 | val_loss: 0.0311856 | Time: 4780.51 ms [2021-05-12 15:53:14 main:574] : INFO : Epoch 1722 | loss: 0.0310714 | val_loss: 0.0311823 | Time: 4662.5 ms [2021-05-12 15:53:18 main:574] : INFO : Epoch 1723 | loss: 0.0310724 | val_loss: 0.0311771 | Time: 4781.8 ms [2021-05-12 15:53:23 main:574] : INFO : Epoch 1724 | loss: 0.0310765 | val_loss: 0.0311867 | Time: 4785.01 ms [2021-05-12 15:53:28 main:574] : INFO : Epoch 1725 | loss: 0.0310751 | val_loss: 0.0311713 | Time: 4967.19 ms [2021-05-12 15:53:33 main:574] : INFO : Epoch 1726 | loss: 0.0310736 | val_loss: 0.0311674 | Time: 4873.45 ms [2021-05-12 15:53:38 main:574] : INFO : Epoch 1727 | loss: 0.0310712 | val_loss: 0.0311682 | Time: 4894.23 ms [2021-05-12 15:53:43 main:574] : INFO : Epoch 1728 | loss: 0.0310707 | val_loss: 0.0311865 | Time: 5082.39 ms [2021-05-12 15:53:48 main:574] : INFO : Epoch 1729 | loss: 0.0310718 | val_loss: 0.0311723 | Time: 5073.19 ms [2021-05-12 15:53:53 main:574] : INFO : Epoch 1730 | loss: 0.0310673 | val_loss: 0.0311814 | Time: 4786.32 ms [2021-05-12 15:53:58 main:574] : INFO : Epoch 1731 | loss: 0.0310645 | val_loss: 0.0311793 | Time: 4896.43 ms [2021-05-12 15:54:03 main:574] : INFO : Epoch 1732 | loss: 0.0310678 | val_loss: 0.0311794 | Time: 4738.35 ms [2021-05-12 15:54:08 main:574] : INFO : Epoch 1733 | loss: 0.0310816 | val_loss: 0.0311798 | Time: 4918.76 ms [2021-05-12 15:54:13 main:574] : INFO : Epoch 1734 | loss: 0.0311008 | val_loss: 0.0311687 | Time: 4794.94 ms [2021-05-12 15:54:18 main:574] : INFO : Epoch 1735 | loss: 0.031125 | val_loss: 0.0311553 | Time: 4846.94 ms [2021-05-12 15:54:22 main:574] : INFO : Epoch 1736 | loss: 0.0311082 | val_loss: 0.0311625 | Time: 4771.29 ms [2021-05-12 15:54:27 main:574] : INFO : Epoch 1737 | loss: 0.0310966 | val_loss: 0.0311746 | Time: 4780.52 ms [2021-05-12 15:54:32 main:574] : INFO : Epoch 1738 | loss: 0.0310858 | val_loss: 0.0311727 | Time: 4735.98 ms [2021-05-12 15:54:37 main:574] : INFO : Epoch 1739 | loss: 0.031076 | val_loss: 0.0311845 | Time: 4775.83 ms [2021-05-12 15:54:42 main:574] : INFO : Epoch 1740 | loss: 0.0310706 | val_loss: 0.0311863 | Time: 4735.03 ms [2021-05-12 15:54:46 main:574] : INFO : Epoch 1741 | loss: 0.0310748 | val_loss: 0.0311836 | Time: 4773.93 ms [2021-05-12 15:54:51 main:574] : INFO : Epoch 1742 | loss: 0.0310829 | val_loss: 0.03118 | Time: 4764.06 ms [2021-05-12 15:54:56 main:574] : INFO : Epoch 1743 | loss: 0.0310912 | val_loss: 0.0311836 | Time: 4681.61 ms [2021-05-12 15:55:01 main:574] : INFO : Epoch 1744 | loss: 0.0310801 | val_loss: 0.0311718 | Time: 4632.54 ms [2021-05-12 15:55:06 main:574] : INFO : Epoch 1745 | loss: 0.0310751 | val_loss: 0.0311755 | Time: 4915.8 ms [2021-05-12 15:55:11 main:574] : INFO : Epoch 1746 | loss: 0.0310746 | val_loss: 0.0311819 | Time: 4845.98 ms [2021-05-12 15:55:16 main:574] : INFO : Epoch 1747 | loss: 0.0310712 | val_loss: 0.0311884 | Time: 4973.09 ms [2021-05-12 15:55:20 main:574] : INFO : Epoch 1748 | loss: 0.0310706 | val_loss: 0.0311812 | Time: 4728.46 ms [2021-05-12 15:55:26 main:574] : INFO : Epoch 1749 | loss: 0.0310666 | val_loss: 0.0311802 | Time: 5194.77 ms [2021-05-12 15:55:31 main:574] : INFO : Epoch 1750 | loss: 0.0310669 | val_loss: 0.0311797 | Time: 5289.28 ms [2021-05-12 15:55:36 main:574] : INFO : Epoch 1751 | loss: 0.0310706 | val_loss: 0.0311758 | Time: 4968.63 ms [2021-05-12 15:55:41 main:574] : INFO : Epoch 1752 | loss: 0.0310762 | val_loss: 0.0311696 | Time: 4877.23 ms [2021-05-12 15:55:46 main:574] : INFO : Epoch 1753 | loss: 0.0310732 | val_loss: 0.0311755 | Time: 4928.51 ms [2021-05-12 15:55:51 main:574] : INFO : Epoch 1754 | loss: 0.0310687 | val_loss: 0.0311915 | Time: 4939.54 ms [2021-05-12 15:55:56 main:574] : INFO : Epoch 1755 | loss: 0.0310618 | val_loss: 0.0311849 | Time: 4814.06 ms [2021-05-12 15:56:01 main:574] : INFO : Epoch 1756 | loss: 0.0310669 | val_loss: 0.0311877 | Time: 4855.47 ms [2021-05-12 15:56:06 main:574] : INFO : Epoch 1757 | loss: 0.0310957 | val_loss: 0.0311621 | Time: 4784.63 ms [2021-05-12 15:56:10 main:574] : INFO : Epoch 1758 | loss: 0.0310873 | val_loss: 0.0311811 | Time: 4699.74 ms [2021-05-12 15:56:15 main:574] : INFO : Epoch 1759 | loss: 0.0310749 | val_loss: 0.031175 | Time: 4672.11 ms [2021-05-12 15:56:20 main:574] : INFO : Epoch 1760 | loss: 0.0310751 | val_loss: 0.0311773 | Time: 4644.24 ms [2021-05-12 15:56:25 main:574] : INFO : Epoch 1761 | loss: 0.0310805 | val_loss: 0.0311934 | Time: 4882.38 ms [2021-05-12 15:56:30 main:574] : INFO : Epoch 1762 | loss: 0.0310776 | val_loss: 0.0311777 | Time: 4844.54 ms [2021-05-12 15:56:34 main:574] : INFO : Epoch 1763 | loss: 0.0310743 | val_loss: 0.0311901 | Time: 4692.8 ms [2021-05-12 15:56:39 main:574] : INFO : Epoch 1764 | loss: 0.0310717 | val_loss: 0.0311805 | Time: 4851.46 ms [2021-05-12 15:56:44 main:574] : INFO : Epoch 1765 | loss: 0.0310701 | val_loss: 0.0311735 | Time: 4625.3 ms [2021-05-12 15:56:49 main:574] : INFO : Epoch 1766 | loss: 0.0310665 | val_loss: 0.0311777 | Time: 4812.06 ms [2021-05-12 15:56:54 main:574] : INFO : Epoch 1767 | loss: 0.0310599 | val_loss: 0.0312009 | Time: 4707.44 ms [2021-05-12 15:56:58 main:574] : INFO : Epoch 1768 | loss: 0.0310643 | val_loss: 0.0311899 | Time: 4716.32 ms [2021-05-12 15:57:03 main:574] : INFO : Epoch 1769 | loss: 0.031066 | val_loss: 0.0311815 | Time: 4711.25 ms [2021-05-12 15:57:08 main:574] : INFO : Epoch 1770 | loss: 0.0310635 | val_loss: 0.0311749 | Time: 4731.45 ms [2021-05-12 15:57:13 main:574] : INFO : Epoch 1771 | loss: 0.0310705 | val_loss: 0.0311946 | Time: 4711.27 ms [2021-05-12 15:57:17 main:574] : INFO : Epoch 1772 | loss: 0.0310703 | val_loss: 0.031177 | Time: 4738.65 ms [2021-05-12 15:57:22 main:574] : INFO : Epoch 1773 | loss: 0.0310669 | val_loss: 0.0311849 | Time: 4928.92 ms [2021-05-12 15:57:27 main:574] : INFO : Epoch 1774 | loss: 0.0310677 | val_loss: 0.0311836 | Time: 4840.78 ms [2021-05-12 15:57:32 main:574] : INFO : Epoch 1775 | loss: 0.0310706 | val_loss: 0.0311833 | Time: 4821.38 ms [2021-05-12 15:57:37 main:574] : INFO : Epoch 1776 | loss: 0.0310856 | val_loss: 0.0311804 | Time: 4774.87 ms [2021-05-12 15:57:42 main:574] : INFO : Epoch 1777 | loss: 0.0310992 | val_loss: 0.0311813 | Time: 4876.48 ms [2021-05-12 15:57:47 main:574] : INFO : Epoch 1778 | loss: 0.0310836 | val_loss: 0.0311839 | Time: 4893.02 ms [2021-05-12 15:57:52 main:574] : INFO : Epoch 1779 | loss: 0.0310787 | val_loss: 0.0311772 | Time: 4911.59 ms [2021-05-12 15:57:57 main:574] : INFO : Epoch 1780 | loss: 0.0310862 | val_loss: 0.0311724 | Time: 4755.78 ms [2021-05-12 15:58:02 main:574] : INFO : Epoch 1781 | loss: 0.0310883 | val_loss: 0.0311819 | Time: 4948.55 ms [2021-05-12 15:58:07 main:574] : INFO : Epoch 1782 | loss: 0.0310795 | val_loss: 0.0311832 | Time: 4876.88 ms [2021-05-12 15:58:11 main:574] : INFO : Epoch 1783 | loss: 0.0310766 | val_loss: 0.0311781 | Time: 4776.1 ms [2021-05-12 15:58:16 main:574] : INFO : Epoch 1784 | loss: 0.031074 | val_loss: 0.0311873 | Time: 4787.97 ms [2021-05-12 15:58:21 main:574] : INFO : Epoch 1785 | loss: 0.0310711 | val_loss: 0.0311837 | Time: 5073.65 ms [2021-05-12 15:58:26 main:574] : INFO : Epoch 1786 | loss: 0.0310692 | val_loss: 0.0311871 | Time: 4914.32 ms [2021-05-12 15:58:31 main:574] : INFO : Epoch 1787 | loss: 0.0310665 | val_loss: 0.0311876 | Time: 4976.72 ms [2021-05-12 15:58:36 main:574] : INFO : Epoch 1788 | loss: 0.0310696 | val_loss: 0.0311836 | Time: 4838.34 ms [2021-05-12 15:58:41 main:574] : INFO : Epoch 1789 | loss: 0.0310694 | val_loss: 0.031175 | Time: 4797.32 ms [2021-05-12 15:58:46 main:574] : INFO : Epoch 1790 | loss: 0.0310699 | val_loss: 0.031186 | Time: 4753.8 ms [2021-05-12 15:58:51 main:574] : INFO : Epoch 1791 | loss: 0.031075 | val_loss: 0.0311784 | Time: 4709.1 ms [2021-05-12 15:58:55 main:574] : INFO : Epoch 1792 | loss: 0.0310838 | val_loss: 0.0311754 | Time: 4751.71 ms [2021-05-12 15:59:00 main:574] : INFO : Epoch 1793 | loss: 0.0310817 | val_loss: 0.031191 | Time: 4870.42 ms [2021-05-12 15:59:05 main:574] : INFO : Epoch 1794 | loss: 0.0310759 | val_loss: 0.0311759 | Time: 4783.81 ms [2021-05-12 15:59:10 main:574] : INFO : Epoch 1795 | loss: 0.0310686 | val_loss: 0.0311932 | Time: 4833.51 ms [2021-05-12 15:59:15 main:574] : INFO : Epoch 1796 | loss: 0.0310692 | val_loss: 0.0311857 | Time: 4741.49 ms [2021-05-12 15:59:20 main:574] : INFO : Epoch 1797 | loss: 0.0310691 | val_loss: 0.031193 | Time: 4714.01 ms [2021-05-12 15:59:25 main:574] : INFO : Epoch 1798 | loss: 0.0310794 | val_loss: 0.0311697 | Time: 4760.8 ms [2021-05-12 15:59:29 main:574] : INFO : Epoch 1799 | loss: 0.0310683 | val_loss: 0.0311885 | Time: 4786.54 ms [2021-05-12 15:59:34 main:574] : INFO : Epoch 1800 | loss: 0.0310701 | val_loss: 0.0311816 | Time: 4751.76 ms [2021-05-12 15:59:39 main:574] : INFO : Epoch 1801 | loss: 0.0310678 | val_loss: 0.0311933 | Time: 4837.92 ms [2021-05-12 15:59:44 main:574] : INFO : Epoch 1802 | loss: 0.0310734 | val_loss: 0.031204 | Time: 4801.44 ms [2021-05-12 15:59:49 main:574] : INFO : Epoch 1803 | loss: 0.0310641 | val_loss: 0.0311889 | Time: 4859.89 ms [2021-05-12 15:59:54 main:574] : INFO : Epoch 1804 | loss: 0.031071 | val_loss: 0.0311867 | Time: 4750.61 ms [2021-05-12 15:59:59 main:574] : INFO : Epoch 1805 | loss: 0.031078 | val_loss: 0.0311894 | Time: 4825.19 ms [2021-05-12 16:00:03 main:574] : INFO : Epoch 1806 | loss: 0.0310798 | val_loss: 0.0311876 | Time: 4886.57 ms [2021-05-12 16:00:08 main:574] : INFO : Epoch 1807 | loss: 0.0310698 | val_loss: 0.0311833 | Time: 4752.56 ms [2021-05-12 16:00:13 main:574] : INFO : Epoch 1808 | loss: 0.0311111 | val_loss: 0.031159 | Time: 4762.37 ms [2021-05-12 16:00:18 main:574] : INFO : Epoch 1809 | loss: 0.0311029 | val_loss: 0.0311602 | Time: 4853.32 ms [2021-05-12 16:00:23 main:574] : INFO : Epoch 1810 | loss: 0.0310958 | val_loss: 0.0311689 | Time: 4788.6 ms [2021-05-12 16:00:28 main:574] : INFO : Epoch 1811 | loss: 0.0310856 | val_loss: 0.031174 | Time: 4950.27 ms [2021-05-12 16:00:33 main:574] : INFO : Epoch 1812 | loss: 0.0310786 | val_loss: 0.0311873 | Time: 4781.99 ms [2021-05-12 16:00:37 main:574] : INFO : Epoch 1813 | loss: 0.0310735 | val_loss: 0.0311815 | Time: 4785.92 ms [2021-05-12 16:00:42 main:574] : INFO : Epoch 1814 | loss: 0.0310701 | val_loss: 0.0311882 | Time: 4873.47 ms [2021-05-12 16:00:47 main:574] : INFO : Epoch 1815 | loss: 0.0310652 | val_loss: 0.0311812 | Time: 4809.48 ms [2021-05-12 16:00:52 main:574] : INFO : Epoch 1816 | loss: 0.0310666 | val_loss: 0.0311873 | Time: 4635.81 ms [2021-05-12 16:00:57 main:574] : INFO : Epoch 1817 | loss: 0.0310675 | val_loss: 0.0311863 | Time: 4893.95 ms [2021-05-12 16:01:02 main:574] : INFO : Epoch 1818 | loss: 0.031076 | val_loss: 0.0311832 | Time: 4761.42 ms [2021-05-12 16:01:06 main:574] : INFO : Epoch 1819 | loss: 0.0310733 | val_loss: 0.0311861 | Time: 4702.06 ms [2021-05-12 16:01:11 main:574] : INFO : Epoch 1820 | loss: 0.0310709 | val_loss: 0.0311841 | Time: 4829.33 ms [2021-05-12 16:01:16 main:574] : INFO : Epoch 1821 | loss: 0.0310678 | val_loss: 0.0311822 | Time: 4831.75 ms [2021-05-12 16:01:21 main:574] : INFO : Epoch 1822 | loss: 0.031066 | val_loss: 0.0311885 | Time: 4754.31 ms [2021-05-12 16:01:26 main:574] : INFO : Epoch 1823 | loss: 0.0310648 | val_loss: 0.0311843 | Time: 4673.02 ms [2021-05-12 16:01:31 main:574] : INFO : Epoch 1824 | loss: 0.0310679 | val_loss: 0.0311746 | Time: 4710.66 ms [2021-05-12 16:01:36 main:574] : INFO : Epoch 1825 | loss: 0.0310662 | val_loss: 0.031197 | Time: 4871.35 ms [2021-05-12 16:01:41 main:574] : INFO : Epoch 1826 | loss: 0.0310611 | val_loss: 0.0311822 | Time: 4866.89 ms [2021-05-12 16:01:46 main:574] : INFO : Epoch 1827 | loss: 0.0310657 | val_loss: 0.0311895 | Time: 4909.85 ms [2021-05-12 16:01:51 main:574] : INFO : Epoch 1828 | loss: 0.0310704 | val_loss: 0.0311859 | Time: 4814.01 ms [2021-05-12 16:01:55 main:574] : INFO : Epoch 1829 | loss: 0.0310663 | val_loss: 0.0311921 | Time: 4876.75 ms [2021-05-12 16:02:00 main:574] : INFO : Epoch 1830 | loss: 0.0310637 | val_loss: 0.0311946 | Time: 4933.25 ms [2021-05-12 16:02:05 main:574] : INFO : Epoch 1831 | loss: 0.0310666 | val_loss: 0.0311946 | Time: 4684.76 ms [2021-05-12 16:02:10 main:574] : INFO : Epoch 1832 | loss: 0.0310637 | val_loss: 0.0311883 | Time: 4739.19 ms [2021-05-12 16:02:15 main:574] : INFO : Epoch 1833 | loss: 0.0310715 | val_loss: 0.031195 | Time: 4788.18 ms [2021-05-12 16:02:20 main:574] : INFO : Epoch 1834 | loss: 0.0310791 | val_loss: 0.0311792 | Time: 4706.83 ms [2021-05-12 16:02:24 main:574] : INFO : Epoch 1835 | loss: 0.0310602 | val_loss: 0.0311936 | Time: 4865.13 ms [2021-05-12 16:02:29 main:574] : INFO : Epoch 1836 | loss: 0.0310595 | val_loss: 0.0311815 | Time: 4588.25 ms [2021-05-12 16:02:34 main:574] : INFO : Epoch 1837 | loss: 0.03106 | val_loss: 0.0311944 | Time: 4828.05 ms [2021-05-12 16:02:39 main:574] : INFO : Epoch 1838 | loss: 0.0310623 | val_loss: 0.0311861 | Time: 4788.12 ms [2021-05-12 16:02:44 main:574] : INFO : Epoch 1839 | loss: 0.0310654 | val_loss: 0.031183 | Time: 4727.55 ms [2021-05-12 16:02:48 main:574] : INFO : Epoch 1840 | loss: 0.0310634 | val_loss: 0.0311899 | Time: 4827.73 ms [2021-05-12 16:02:53 main:574] : INFO : Epoch 1841 | loss: 0.0310574 | val_loss: 0.0311967 | Time: 4696.96 ms [2021-05-12 16:02:58 main:574] : INFO : Epoch 1842 | loss: 0.0310638 | val_loss: 0.0311885 | Time: 4662.25 ms [2021-05-12 16:03:03 main:574] : INFO : Epoch 1843 | loss: 0.0310609 | val_loss: 0.0311876 | Time: 4801.25 ms [2021-05-12 16:03:08 main:574] : INFO : Epoch 1844 | loss: 0.0310605 | val_loss: 0.0311806 | Time: 4867.37 ms [2021-05-12 16:03:12 main:574] : INFO : Epoch 1845 | loss: 0.0310727 | val_loss: 0.0311759 | Time: 4740.01 ms [2021-05-12 16:03:17 main:574] : INFO : Epoch 1846 | loss: 0.0310862 | val_loss: 0.0311785 | Time: 4753.16 ms [2021-05-12 16:03:22 main:574] : INFO : Epoch 1847 | loss: 0.0310806 | val_loss: 0.0311629 | Time: 4780.23 ms [2021-05-12 16:03:27 main:574] : INFO : Epoch 1848 | loss: 0.0310709 | val_loss: 0.0311814 | Time: 4761.2 ms [2021-05-12 16:03:32 main:574] : INFO : Epoch 1849 | loss: 0.0310832 | val_loss: 0.0311652 | Time: 4829.58 ms [2021-05-12 16:03:37 main:574] : INFO : Epoch 1850 | loss: 0.0310996 | val_loss: 0.031163 | Time: 4669.55 ms [2021-05-12 16:03:41 main:574] : INFO : Epoch 1851 | loss: 0.0310893 | val_loss: 0.0311699 | Time: 4708.35 ms [2021-05-12 16:03:46 main:574] : INFO : Epoch 1852 | loss: 0.0310832 | val_loss: 0.0311729 | Time: 4759.69 ms [2021-05-12 16:03:51 main:574] : INFO : Epoch 1853 | loss: 0.031075 | val_loss: 0.0311751 | Time: 4749.49 ms [2021-05-12 16:03:56 main:574] : INFO : Epoch 1854 | loss: 0.0310767 | val_loss: 0.0311675 | Time: 4752.4 ms [2021-05-12 16:04:00 main:574] : INFO : Epoch 1855 | loss: 0.0310773 | val_loss: 0.0311815 | Time: 4676.16 ms [2021-05-12 16:04:05 main:574] : INFO : Epoch 1856 | loss: 0.0310732 | val_loss: 0.03118 | Time: 4879 ms [2021-05-12 16:04:10 main:574] : INFO : Epoch 1857 | loss: 0.0310722 | val_loss: 0.031189 | Time: 4669.15 ms [2021-05-12 16:04:15 main:574] : INFO : Epoch 1858 | loss: 0.0310795 | val_loss: 0.0311786 | Time: 4761.23 ms [2021-05-12 16:04:20 main:574] : INFO : Epoch 1859 | loss: 0.031077 | val_loss: 0.0311882 | Time: 4808.52 ms [2021-05-12 16:04:25 main:574] : INFO : Epoch 1860 | loss: 0.031072 | val_loss: 0.0311804 | Time: 4826.07 ms [2021-05-12 16:04:30 main:574] : INFO : Epoch 1861 | loss: 0.0310747 | val_loss: 0.0311822 | Time: 4849.33 ms [2021-05-12 16:04:34 main:574] : INFO : Epoch 1862 | loss: 0.0310717 | val_loss: 0.0311975 | Time: 4775.58 ms [2021-05-12 16:04:39 main:574] : INFO : Epoch 1863 | loss: 0.0310671 | val_loss: 0.0311737 | Time: 4850.99 ms [2021-05-12 16:04:44 main:574] : INFO : Epoch 1864 | loss: 0.0310878 | val_loss: 0.0311695 | Time: 4829.31 ms [2021-05-12 16:04:49 main:574] : INFO : Epoch 1865 | loss: 0.0310796 | val_loss: 0.0311756 | Time: 4867.34 ms [2021-05-12 16:04:54 main:574] : INFO : Epoch 1866 | loss: 0.0310748 | val_loss: 0.0311831 | Time: 4718.16 ms [2021-05-12 16:04:59 main:574] : INFO : Epoch 1867 | loss: 0.0310682 | val_loss: 0.0311833 | Time: 4803.53 ms [2021-05-12 16:05:04 main:574] : INFO : Epoch 1868 | loss: 0.0310644 | val_loss: 0.031183 | Time: 4735.42 ms [2021-05-12 16:05:08 main:574] : INFO : Epoch 1869 | loss: 0.0310628 | val_loss: 0.031192 | Time: 4729.14 ms [2021-05-12 16:05:13 main:574] : INFO : Epoch 1870 | loss: 0.0310666 | val_loss: 0.0311794 | Time: 4792.94 ms [2021-05-12 16:05:18 main:574] : INFO : Epoch 1871 | loss: 0.0310651 | val_loss: 0.0311853 | Time: 4861.71 ms [2021-05-12 16:05:23 main:574] : INFO : Epoch 1872 | loss: 0.0310637 | val_loss: 0.0311778 | Time: 4746 ms [2021-05-12 16:05:28 main:574] : INFO : Epoch 1873 | loss: 0.0310666 | val_loss: 0.0311867 | Time: 4789.56 ms [2021-05-12 16:05:32 main:574] : INFO : Epoch 1874 | loss: 0.0310618 | val_loss: 0.0311836 | Time: 4745.68 ms [2021-05-12 16:05:37 main:574] : INFO : Epoch 1875 | loss: 0.0310581 | val_loss: 0.0312001 | Time: 4930.28 ms [2021-05-12 16:05:42 main:574] : INFO : Epoch 1876 | loss: 0.0310646 | val_loss: 0.0311832 | Time: 4736.96 ms [2021-05-12 16:05:47 main:574] : INFO : Epoch 1877 | loss: 0.0310694 | val_loss: 0.0311815 | Time: 4822.49 ms [2021-05-12 16:05:52 main:574] : INFO : Epoch 1878 | loss: 0.0310778 | val_loss: 0.0311939 | Time: 4716.76 ms [2021-05-12 16:05:57 main:574] : INFO : Epoch 1879 | loss: 0.0310952 | val_loss: 0.0311638 | Time: 4833.45 ms [2021-05-12 16:06:02 main:574] : INFO : Epoch 1880 | loss: 0.031082 | val_loss: 0.0311814 | Time: 4952.39 ms [2021-05-12 16:06:07 main:574] : INFO : Epoch 1881 | loss: 0.0310708 | val_loss: 0.031187 | Time: 4973.3 ms [2021-05-12 16:06:12 main:574] : INFO : Epoch 1882 | loss: 0.0310682 | val_loss: 0.0311855 | Time: 4745.79 ms [2021-05-12 16:06:16 main:574] : INFO : Epoch 1883 | loss: 0.0310649 | val_loss: 0.0311999 | Time: 4925.44 ms [2021-05-12 16:06:21 main:574] : INFO : Epoch 1884 | loss: 0.0311129 | val_loss: 0.0311568 | Time: 4846.38 ms [2021-05-12 16:06:26 main:574] : INFO : Epoch 1885 | loss: 0.0311144 | val_loss: 0.0311627 | Time: 4894.03 ms [2021-05-12 16:06:31 main:574] : INFO : Epoch 1886 | loss: 0.0311059 | val_loss: 0.0311575 | Time: 4809.74 ms [2021-05-12 16:06:36 main:574] : INFO : Epoch 1887 | loss: 0.0310982 | val_loss: 0.0311599 | Time: 4645.72 ms [2021-05-12 16:06:41 main:574] : INFO : Epoch 1888 | loss: 0.0310854 | val_loss: 0.0311665 | Time: 4588.35 ms [2021-05-12 16:06:45 main:574] : INFO : Epoch 1889 | loss: 0.0310795 | val_loss: 0.031177 | Time: 4786.25 ms [2021-05-12 16:06:50 main:574] : INFO : Epoch 1890 | loss: 0.0310796 | val_loss: 0.0311782 | Time: 4699.73 ms [2021-05-12 16:06:55 main:574] : INFO : Epoch 1891 | loss: 0.0310707 | val_loss: 0.0311894 | Time: 4906.73 ms [2021-05-12 16:07:00 main:574] : INFO : Epoch 1892 | loss: 0.0310688 | val_loss: 0.0311912 | Time: 4896.61 ms [2021-05-12 16:07:05 main:574] : INFO : Epoch 1893 | loss: 0.031067 | val_loss: 0.0311815 | Time: 4845.84 ms [2021-05-12 16:07:10 main:574] : INFO : Epoch 1894 | loss: 0.0310668 | val_loss: 0.0311854 | Time: 5032.08 ms [2021-05-12 16:07:15 main:574] : INFO : Epoch 1895 | loss: 0.0310652 | val_loss: 0.0311847 | Time: 4805.99 ms [2021-05-12 16:07:20 main:574] : INFO : Epoch 1896 | loss: 0.0310668 | val_loss: 0.0311794 | Time: 4888.78 ms [2021-05-12 16:07:25 main:574] : INFO : Epoch 1897 | loss: 0.0310748 | val_loss: 0.0311679 | Time: 4771.81 ms [2021-05-12 16:07:30 main:574] : INFO : Epoch 1898 | loss: 0.0310804 | val_loss: 0.0311795 | Time: 4858.25 ms [2021-05-12 16:07:35 main:574] : INFO : Epoch 1899 | loss: 0.0310829 | val_loss: 0.0311748 | Time: 4855.62 ms [2021-05-12 16:07:39 main:574] : INFO : Epoch 1900 | loss: 0.0310743 | val_loss: 0.0311754 | Time: 4934.81 ms [2021-05-12 16:07:44 main:574] : INFO : Epoch 1901 | loss: 0.0310757 | val_loss: 0.0311742 | Time: 4713.58 ms [2021-05-12 16:07:49 main:574] : INFO : Epoch 1902 | loss: 0.0310767 | val_loss: 0.031176 | Time: 4769.65 ms [2021-05-12 16:07:54 main:574] : INFO : Epoch 1903 | loss: 0.0310777 | val_loss: 0.0312051 | Time: 4890.52 ms [2021-05-12 16:07:59 main:574] : INFO : Epoch 1904 | loss: 0.0310837 | val_loss: 0.0311766 | Time: 4824.17 ms [2021-05-12 16:08:04 main:574] : INFO : Epoch 1905 | loss: 0.0310807 | val_loss: 0.0311835 | Time: 4702.36 ms [2021-05-12 16:08:09 main:574] : INFO : Epoch 1906 | loss: 0.0310762 | val_loss: 0.0311848 | Time: 4756.52 ms [2021-05-12 16:08:14 main:574] : INFO : Epoch 1907 | loss: 0.0310714 | val_loss: 0.0311882 | Time: 4803.24 ms [2021-05-12 16:08:19 main:574] : INFO : Epoch 1908 | loss: 0.0310721 | val_loss: 0.0311843 | Time: 4854.67 ms [2021-05-12 16:08:24 main:574] : INFO : Epoch 1909 | loss: 0.031067 | val_loss: 0.0311876 | Time: 4912.79 ms [2021-05-12 16:08:29 main:574] : INFO : Epoch 1910 | loss: 0.0310746 | val_loss: 0.031187 | Time: 4936.75 ms [2021-05-12 16:08:34 main:574] : INFO : Epoch 1911 | loss: 0.031071 | val_loss: 0.0311757 | Time: 4825.83 ms [2021-05-12 16:08:38 main:574] : INFO : Epoch 1912 | loss: 0.0310674 | val_loss: 0.0311891 | Time: 4654.28 ms [2021-05-12 16:08:43 main:574] : INFO : Epoch 1913 | loss: 0.0310642 | val_loss: 0.0311856 | Time: 4737.83 ms [2021-05-12 16:08:48 main:574] : INFO : Epoch 1914 | loss: 0.0310647 | val_loss: 0.0311903 | Time: 4795.99 ms [2021-05-12 16:08:53 main:574] : INFO : Epoch 1915 | loss: 0.0310827 | val_loss: 0.0311557 | Time: 4984.57 ms [2021-05-12 16:08:58 main:574] : INFO : Epoch 1916 | loss: 0.0310917 | val_loss: 0.0311788 | Time: 4805.68 ms [2021-05-12 16:09:03 main:574] : INFO : Epoch 1917 | loss: 0.0310858 | val_loss: 0.0311662 | Time: 4774.71 ms [2021-05-12 16:09:07 main:574] : INFO : Epoch 1918 | loss: 0.0310847 | val_loss: 0.0311888 | Time: 4741.82 ms [2021-05-12 16:09:12 main:574] : INFO : Epoch 1919 | loss: 0.0310774 | val_loss: 0.031193 | Time: 4912.8 ms [2021-05-12 16:09:17 main:574] : INFO : Epoch 1920 | loss: 0.0310706 | val_loss: 0.0311828 | Time: 4618.89 ms [2021-05-12 16:09:22 main:574] : INFO : Epoch 1921 | loss: 0.0310694 | val_loss: 0.0311781 | Time: 4770.23 ms [2021-05-12 16:09:27 main:574] : INFO : Epoch 1922 | loss: 0.0310702 | val_loss: 0.0311864 | Time: 4674.54 ms [2021-05-12 16:09:31 main:574] : INFO : Epoch 1923 | loss: 0.0310682 | val_loss: 0.0311796 | Time: 4743.64 ms [2021-05-12 16:09:36 main:574] : INFO : Epoch 1924 | loss: 0.031068 | val_loss: 0.0311888 | Time: 4788.36 ms [2021-05-12 16:09:41 main:574] : INFO : Epoch 1925 | loss: 0.0310645 | val_loss: 0.0311921 | Time: 4757.36 ms [2021-05-12 16:09:46 main:574] : INFO : Epoch 1926 | loss: 0.031075 | val_loss: 0.031184 | Time: 4771.59 ms [2021-05-12 16:09:51 main:574] : INFO : Epoch 1927 | loss: 0.031093 | val_loss: 0.0311675 | Time: 4763.62 ms [2021-05-12 16:09:55 main:574] : INFO : Epoch 1928 | loss: 0.0310893 | val_loss: 0.0311629 | Time: 4810.99 ms [2021-05-12 16:10:00 main:574] : INFO : Epoch 1929 | loss: 0.0310863 | val_loss: 0.0311772 | Time: 4789.82 ms [2021-05-12 16:10:05 main:574] : INFO : Epoch 1930 | loss: 0.0310753 | val_loss: 0.0311714 | Time: 4725 ms [2021-05-12 16:10:10 main:574] : INFO : Epoch 1931 | loss: 0.0310736 | val_loss: 0.0311788 | Time: 4659.97 ms [2021-05-12 16:10:15 main:574] : INFO : Epoch 1932 | loss: 0.031069 | val_loss: 0.0311802 | Time: 4799.42 ms [2021-05-12 16:10:20 main:574] : INFO : Epoch 1933 | loss: 0.0310652 | val_loss: 0.0311794 | Time: 4771.86 ms [2021-05-12 16:10:24 main:574] : INFO : Epoch 1934 | loss: 0.0310692 | val_loss: 0.0311993 | Time: 4717.32 ms [2021-05-12 16:10:29 main:574] : INFO : Epoch 1935 | loss: 0.0310655 | val_loss: 0.0311939 | Time: 4769.83 ms [2021-05-12 16:10:34 main:574] : INFO : Epoch 1936 | loss: 0.0310815 | val_loss: 0.0311701 | Time: 4731.37 ms [2021-05-12 16:10:39 main:574] : INFO : Epoch 1937 | loss: 0.031072 | val_loss: 0.0311914 | Time: 4749.37 ms [2021-05-12 16:10:43 main:574] : INFO : Epoch 1938 | loss: 0.0310673 | val_loss: 0.0311782 | Time: 4679.87 ms [2021-05-12 16:10:48 main:574] : INFO : Epoch 1939 | loss: 0.0310669 | val_loss: 0.0311791 | Time: 4825.19 ms [2021-05-12 16:10:53 main:574] : INFO : Epoch 1940 | loss: 0.0310682 | val_loss: 0.0311826 | Time: 4893.52 ms [2021-05-12 16:10:59 main:574] : INFO : Epoch 1941 | loss: 0.0310654 | val_loss: 0.0311722 | Time: 5300.06 ms [2021-05-12 16:11:04 main:574] : INFO : Epoch 1942 | loss: 0.0310733 | val_loss: 0.0311818 | Time: 5116.84 ms [2021-05-12 16:11:08 main:574] : INFO : Epoch 1943 | loss: 0.0310675 | val_loss: 0.0311864 | Time: 4644.98 ms [2021-05-12 16:11:13 main:574] : INFO : Epoch 1944 | loss: 0.0310629 | val_loss: 0.0311879 | Time: 4859.03 ms [2021-05-12 16:11:18 main:574] : INFO : Epoch 1945 | loss: 0.0310637 | val_loss: 0.0311838 | Time: 4715.38 ms [2021-05-12 16:11:23 main:574] : INFO : Epoch 1946 | loss: 0.0310677 | val_loss: 0.0311802 | Time: 4715.02 ms [2021-05-12 16:11:28 main:574] : INFO : Epoch 1947 | loss: 0.031062 | val_loss: 0.031185 | Time: 4821.21 ms [2021-05-12 16:11:33 main:574] : INFO : Epoch 1948 | loss: 0.0310639 | val_loss: 0.0311725 | Time: 4811.23 ms [2021-05-12 16:11:37 main:574] : INFO : Epoch 1949 | loss: 0.0311124 | val_loss: 0.0311538 | Time: 4741.67 ms [2021-05-12 16:11:42 main:574] : INFO : Epoch 1950 | loss: 0.0311107 | val_loss: 0.0311586 | Time: 4954.44 ms [2021-05-12 16:11:47 main:574] : INFO : Epoch 1951 | loss: 0.0311027 | val_loss: 0.0311691 | Time: 4791.53 ms [2021-05-12 16:11:52 main:574] : INFO : Epoch 1952 | loss: 0.0310921 | val_loss: 0.0311716 | Time: 4878.75 ms [2021-05-12 16:11:57 main:574] : INFO : Epoch 1953 | loss: 0.0310887 | val_loss: 0.0311781 | Time: 4828.53 ms [2021-05-12 16:12:02 main:574] : INFO : Epoch 1954 | loss: 0.0310754 | val_loss: 0.0311818 | Time: 4788.89 ms [2021-05-12 16:12:07 main:574] : INFO : Epoch 1955 | loss: 0.0310751 | val_loss: 0.0311734 | Time: 4759.08 ms [2021-05-12 16:12:12 main:574] : INFO : Epoch 1956 | loss: 0.0310814 | val_loss: 0.0311733 | Time: 4787.48 ms [2021-05-12 16:12:16 main:574] : INFO : Epoch 1957 | loss: 0.031077 | val_loss: 0.031182 | Time: 4731.49 ms [2021-05-12 16:12:21 main:574] : INFO : Epoch 1958 | loss: 0.0310746 | val_loss: 0.0311741 | Time: 4823.01 ms [2021-05-12 16:12:26 main:574] : INFO : Epoch 1959 | loss: 0.0310731 | val_loss: 0.0311848 | Time: 4644.38 ms [2021-05-12 16:12:31 main:574] : INFO : Epoch 1960 | loss: 0.0310666 | val_loss: 0.0311848 | Time: 4817.77 ms [2021-05-12 16:12:36 main:574] : INFO : Epoch 1961 | loss: 0.0310677 | val_loss: 0.0311821 | Time: 4750.4 ms [2021-05-12 16:12:41 main:574] : INFO : Epoch 1962 | loss: 0.0310688 | val_loss: 0.0311762 | Time: 4871.55 ms [2021-05-12 16:12:45 main:574] : INFO : Epoch 1963 | loss: 0.0310954 | val_loss: 0.0312082 | Time: 4749.43 ms [2021-05-12 16:12:50 main:574] : INFO : Epoch 1964 | loss: 0.0310842 | val_loss: 0.0311797 | Time: 4911.46 ms [2021-05-12 16:12:55 main:574] : INFO : Epoch 1965 | loss: 0.0310696 | val_loss: 0.0311735 | Time: 4995 ms [2021-05-12 16:13:00 main:574] : INFO : Epoch 1966 | loss: 0.0310826 | val_loss: 0.0311949 | Time: 4837.15 ms [2021-05-12 16:13:05 main:574] : INFO : Epoch 1967 | loss: 0.0310726 | val_loss: 0.031174 | Time: 4757.99 ms [2021-05-12 16:13:10 main:574] : INFO : Epoch 1968 | loss: 0.0310652 | val_loss: 0.0311959 | Time: 4797.34 ms [2021-05-12 16:13:15 main:574] : INFO : Epoch 1969 | loss: 0.0310603 | val_loss: 0.0311894 | Time: 4855.49 ms [2021-05-12 16:13:20 main:574] : INFO : Epoch 1970 | loss: 0.0310676 | val_loss: 0.0311788 | Time: 4776.91 ms [2021-05-12 16:13:25 main:574] : INFO : Epoch 1971 | loss: 0.0310749 | val_loss: 0.0311789 | Time: 4721.02 ms [2021-05-12 16:13:30 main:574] : INFO : Epoch 1972 | loss: 0.0310676 | val_loss: 0.0311821 | Time: 4919.28 ms [2021-05-12 16:13:34 main:574] : INFO : Epoch 1973 | loss: 0.0310627 | val_loss: 0.031186 | Time: 4706.38 ms [2021-05-12 16:13:39 main:574] : INFO : Epoch 1974 | loss: 0.0310702 | val_loss: 0.0311758 | Time: 4926.39 ms [2021-05-12 16:13:44 main:574] : INFO : Epoch 1975 | loss: 0.0310841 | val_loss: 0.0311817 | Time: 4845.97 ms [2021-05-12 16:13:49 main:574] : INFO : Epoch 1976 | loss: 0.0310751 | val_loss: 0.0311734 | Time: 4786.6 ms [2021-05-12 16:13:54 main:574] : INFO : Epoch 1977 | loss: 0.031084 | val_loss: 0.0311829 | Time: 4912.7 ms [2021-05-12 16:13:59 main:574] : INFO : Epoch 1978 | loss: 0.0310761 | val_loss: 0.0311739 | Time: 4755.5 ms [2021-05-12 16:14:04 main:574] : INFO : Epoch 1979 | loss: 0.0310722 | val_loss: 0.0311872 | Time: 4843.42 ms [2021-05-12 16:14:09 main:574] : INFO : Epoch 1980 | loss: 0.031068 | val_loss: 0.0311829 | Time: 4823.81 ms [2021-05-12 16:14:14 main:574] : INFO : Epoch 1981 | loss: 0.031066 | val_loss: 0.0311813 | Time: 4931.05 ms [2021-05-12 16:14:19 main:574] : INFO : Epoch 1982 | loss: 0.0310661 | val_loss: 0.0311826 | Time: 4936.99 ms [2021-05-12 16:14:24 main:574] : INFO : Epoch 1983 | loss: 0.0310685 | val_loss: 0.0311843 | Time: 4737.5 ms [2021-05-12 16:14:29 main:574] : INFO : Epoch 1984 | loss: 0.0310587 | val_loss: 0.0311895 | Time: 4918.1 ms [2021-05-12 16:14:34 main:574] : INFO : Epoch 1985 | loss: 0.031058 | val_loss: 0.0311942 | Time: 4852.43 ms [2021-05-12 16:14:39 main:574] : INFO : Epoch 1986 | loss: 0.0310629 | val_loss: 0.0311922 | Time: 4972.98 ms [2021-05-12 16:14:44 main:574] : INFO : Epoch 1987 | loss: 0.0310693 | val_loss: 0.0311975 | Time: 4801.04 ms [2021-05-12 16:14:49 main:574] : INFO : Epoch 1988 | loss: 0.031063 | val_loss: 0.0311889 | Time: 4914.89 ms [2021-05-12 16:14:53 main:574] : INFO : Epoch 1989 | loss: 0.0310608 | val_loss: 0.0311896 | Time: 4764.2 ms [2021-05-12 16:14:58 main:574] : INFO : Epoch 1990 | loss: 0.0310604 | val_loss: 0.0311978 | Time: 4797.66 ms [2021-05-12 16:15:03 main:574] : INFO : Epoch 1991 | loss: 0.0310612 | val_loss: 0.0312092 | Time: 4745.65 ms [2021-05-12 16:15:08 main:574] : INFO : Epoch 1992 | loss: 0.0310769 | val_loss: 0.0311725 | Time: 4764.15 ms [2021-05-12 16:15:12 main:574] : INFO : Epoch 1993 | loss: 0.031075 | val_loss: 0.0311838 | Time: 4691 ms [2021-05-12 16:15:17 main:574] : INFO : Epoch 1994 | loss: 0.0310666 | val_loss: 0.0311926 | Time: 4816.9 ms [2021-05-12 16:15:22 main:574] : INFO : Epoch 1995 | loss: 0.0310633 | val_loss: 0.0311823 | Time: 4786.76 ms [2021-05-12 16:15:27 main:574] : INFO : Epoch 1996 | loss: 0.0310792 | val_loss: 0.0311714 | Time: 4761.43 ms [2021-05-12 16:15:32 main:574] : INFO : Epoch 1997 | loss: 0.0310723 | val_loss: 0.0311797 | Time: 4929.89 ms [2021-05-12 16:15:37 main:574] : INFO : Epoch 1998 | loss: 0.0310676 | val_loss: 0.0311855 | Time: 4705.3 ms [2021-05-12 16:15:42 main:574] : INFO : Epoch 1999 | loss: 0.031059 | val_loss: 0.0311884 | Time: 4871.16 ms [2021-05-12 16:15:47 main:574] : INFO : Epoch 2000 | loss: 0.0310589 | val_loss: 0.0311712 | Time: 4715.86 ms [2021-05-12 16:15:52 main:574] : INFO : Epoch 2001 | loss: 0.0310592 | val_loss: 0.031194 | Time: 4874.08 ms [2021-05-12 16:15:56 main:574] : INFO : Epoch 2002 | loss: 0.0310531 | val_loss: 0.0311922 | Time: 4788.56 ms [2021-05-12 16:16:01 main:574] : INFO : Epoch 2003 | loss: 0.0310516 | val_loss: 0.0311858 | Time: 4790.72 ms [2021-05-12 16:16:06 main:574] : INFO : Epoch 2004 | loss: 0.0310504 | val_loss: 0.0311996 | Time: 4769.3 ms [2021-05-12 16:16:11 main:574] : INFO : Epoch 2005 | loss: 0.0310551 | val_loss: 0.031197 | Time: 4799.67 ms [2021-05-12 16:16:16 main:574] : INFO : Epoch 2006 | loss: 0.031063 | val_loss: 0.031195 | Time: 4628.41 ms [2021-05-12 16:16:20 main:574] : INFO : Epoch 2007 | loss: 0.0310633 | val_loss: 0.0311869 | Time: 4915.18 ms [2021-05-12 16:16:25 main:574] : INFO : Epoch 2008 | loss: 0.0310555 | val_loss: 0.0311975 | Time: 4793.5 ms [2021-05-12 16:16:30 main:574] : INFO : Epoch 2009 | loss: 0.0310569 | val_loss: 0.0311937 | Time: 4987.11 ms [2021-05-12 16:16:35 main:574] : INFO : Epoch 2010 | loss: 0.0310602 | val_loss: 0.0311843 | Time: 4803.33 ms [2021-05-12 16:16:40 main:574] : INFO : Epoch 2011 | loss: 0.0310648 | val_loss: 0.0312108 | Time: 4712.12 ms [2021-05-12 16:16:45 main:574] : INFO : Epoch 2012 | loss: 0.0310641 | val_loss: 0.0311946 | Time: 4817.15 ms [2021-05-12 16:16:50 main:574] : INFO : Epoch 2013 | loss: 0.0310627 | val_loss: 0.0311975 | Time: 4724.61 ms [2021-05-12 16:16:54 main:574] : INFO : Epoch 2014 | loss: 0.0310692 | val_loss: 0.0311842 | Time: 4674.98 ms [2021-05-12 16:16:59 main:574] : INFO : Epoch 2015 | loss: 0.0310668 | val_loss: 0.0311893 | Time: 4779.35 ms [2021-05-12 16:17:04 main:574] : INFO : Epoch 2016 | loss: 0.0310595 | val_loss: 0.0311912 | Time: 4899.84 ms [2021-05-12 16:17:09 main:574] : INFO : Epoch 2017 | loss: 0.0310621 | val_loss: 0.0311843 | Time: 4770.3 ms [2021-05-12 16:17:14 main:574] : INFO : Epoch 2018 | loss: 0.0310732 | val_loss: 0.0311829 | Time: 4782.17 ms [2021-05-12 16:17:19 main:574] : INFO : Epoch 2019 | loss: 0.0310718 | val_loss: 0.0311758 | Time: 4798.81 ms [2021-05-12 16:17:24 main:574] : INFO : Epoch 2020 | loss: 0.0310789 | val_loss: 0.0311993 | Time: 5000.59 ms [2021-05-12 16:17:29 main:574] : INFO : Epoch 2021 | loss: 0.0311158 | val_loss: 0.0312823 | Time: 5009.41 ms [2021-05-12 16:17:34 main:574] : INFO : Epoch 2022 | loss: 0.0357697 | val_loss: 0.18709 | Time: 5013.47 ms [2021-05-12 16:17:39 main:574] : INFO : Epoch 2023 | loss: 0.161769 | val_loss: 0.0384807 | Time: 4749.92 ms [2021-05-12 16:17:44 main:574] : INFO : Epoch 2024 | loss: 0.0596654 | val_loss: 0.0374457 | Time: 4917.87 ms [2021-05-12 16:17:48 main:574] : INFO : Epoch 2025 | loss: 0.0337083 | val_loss: 0.0325373 | Time: 4736.27 ms [2021-05-12 16:17:53 main:574] : INFO : Epoch 2026 | loss: 0.0316844 | val_loss: 0.0314167 | Time: 4957.13 ms [2021-05-12 16:17:58 main:574] : INFO : Epoch 2027 | loss: 0.0313409 | val_loss: 0.0312904 | Time: 4656.88 ms [2021-05-12 16:18:03 main:574] : INFO : Epoch 2028 | loss: 0.0312801 | val_loss: 0.0312671 | Time: 4822.55 ms [2021-05-12 16:18:08 main:574] : INFO : Epoch 2029 | loss: 0.0312635 | val_loss: 0.0312592 | Time: 4957.65 ms [2021-05-12 16:18:13 main:574] : INFO : Epoch 2030 | loss: 0.0312581 | val_loss: 0.0312558 | Time: 4719.6 ms [2021-05-12 16:18:18 main:574] : INFO : Epoch 2031 | loss: 0.0312556 | val_loss: 0.031254 | Time: 4733 ms [2021-05-12 16:18:22 main:574] : INFO : Epoch 2032 | loss: 0.031254 | val_loss: 0.0312525 | Time: 4632.94 ms [2021-05-12 16:18:27 main:574] : INFO : Epoch 2033 | loss: 0.031253 | val_loss: 0.0312516 | Time: 4835.22 ms [2021-05-12 16:18:32 main:574] : INFO : Epoch 2034 | loss: 0.0312522 | val_loss: 0.031251 | Time: 4717.32 ms [2021-05-12 16:18:37 main:574] : INFO : Epoch 2035 | loss: 0.0312517 | val_loss: 0.0312505 | Time: 4774.68 ms [2021-05-12 16:18:42 main:574] : INFO : Epoch 2036 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 4876.26 ms [2021-05-12 16:18:46 main:574] : INFO : Epoch 2037 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 4699.52 ms [2021-05-12 16:18:51 main:574] : INFO : Epoch 2038 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 4717.41 ms [2021-05-12 16:18:56 main:574] : INFO : Epoch 2039 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 4677.29 ms [2021-05-12 16:19:01 main:574] : INFO : Epoch 2040 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 4750.8 ms [2021-05-12 16:19:06 main:574] : INFO : Epoch 2041 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 4833.09 ms [2021-05-12 16:19:11 main:574] : INFO : Epoch 2042 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 4854.36 ms [2021-05-12 16:19:15 main:574] : INFO : Epoch 2043 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 4884.43 ms [2021-05-12 16:19:20 main:574] : INFO : Epoch 2044 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 4770.48 ms [2021-05-12 16:19:25 main:574] : INFO : Epoch 2045 | loss: 0.031248 | val_loss: 0.0312477 | Time: 4980.62 ms [2021-05-12 16:19:30 main:574] : INFO : Epoch 2046 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 4683.63 ms [2021-05-12 16:19:35 main:574] : INFO : Epoch 2047 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 4855.93 ms [2021-05-12 16:19:40 main:574] : INFO : Epoch 2048 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 4772.56 ms [2021-05-12 16:19:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312472 [2021-05-12 16:19:40 main:603] : INFO : Saving end state to config to file [2021-05-12 16:19:40 main:608] : INFO : Success, exiting.. 16:19:40 (9132): 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)