Task 8806263
| Name | ParityModified-1634620000-28413-3_1 |
| Workunit | 6028737 |
| Created | 8 Nov 2021, 21:43:39 UTC |
| Sent | 8 Nov 2021, 21:53:02 UTC |
| Report deadline | 15 Nov 2021, 21:53:02 UTC |
| Received | 8 Nov 2021, 23:27:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8665 |
| Run time | 1 hours 15 min 17 sec |
| CPU time | 1 hours 13 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,391.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311659 | val_loss: 0.0311751 | Time: 2207.42 ms [2021-11-09 06:50:38 main:574] : INFO : Epoch 1543 | loss: 0.031165 | val_loss: 0.031174 | Time: 2190.21 ms [2021-11-09 06:50:41 main:574] : INFO : Epoch 1544 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 2200.92 ms [2021-11-09 06:50:43 main:574] : INFO : Epoch 1545 | loss: 0.0311649 | val_loss: 0.0311743 | Time: 2198.69 ms [2021-11-09 06:50:45 main:574] : INFO : Epoch 1546 | loss: 0.0311683 | val_loss: 0.031176 | Time: 2194.34 ms [2021-11-09 06:50:47 main:574] : INFO : Epoch 1547 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 2196.09 ms [2021-11-09 06:50:49 main:574] : INFO : Epoch 1548 | loss: 0.0311653 | val_loss: 0.0311746 | Time: 2201.31 ms [2021-11-09 06:50:52 main:574] : INFO : Epoch 1549 | loss: 0.0311665 | val_loss: 0.0311781 | Time: 2191.28 ms [2021-11-09 06:50:54 main:574] : INFO : Epoch 1550 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 2187.74 ms [2021-11-09 06:50:56 main:574] : INFO : Epoch 1551 | loss: 0.0311736 | val_loss: 0.0311794 | Time: 2197.88 ms [2021-11-09 06:50:58 main:574] : INFO : Epoch 1552 | loss: 0.0311673 | val_loss: 0.0311801 | Time: 2193.83 ms [2021-11-09 06:51:00 main:574] : INFO : Epoch 1553 | loss: 0.0311649 | val_loss: 0.0311803 | Time: 2191.18 ms [2021-11-09 06:51:03 main:574] : INFO : Epoch 1554 | loss: 0.0311652 | val_loss: 0.0311759 | Time: 2185.52 ms [2021-11-09 06:51:05 main:574] : INFO : Epoch 1555 | loss: 0.0311663 | val_loss: 0.0311743 | Time: 2206.34 ms [2021-11-09 06:51:07 main:574] : INFO : Epoch 1556 | loss: 0.0311684 | val_loss: 0.0311782 | Time: 2200.34 ms [2021-11-09 06:51:09 main:574] : INFO : Epoch 1557 | loss: 0.0311649 | val_loss: 0.031178 | Time: 2196.66 ms [2021-11-09 06:51:11 main:574] : INFO : Epoch 1558 | loss: 0.0311655 | val_loss: 0.0311781 | Time: 2195.2 ms [2021-11-09 06:51:14 main:574] : INFO : Epoch 1559 | loss: 0.0311778 | val_loss: 0.0311923 | Time: 2195.05 ms [2021-11-09 06:51:16 main:574] : INFO : Epoch 1560 | loss: 0.0311777 | val_loss: 0.0311831 | Time: 2197.39 ms [2021-11-09 06:51:18 main:574] : INFO : Epoch 1561 | loss: 0.0311736 | val_loss: 0.03118 | Time: 2189.41 ms [2021-11-09 06:51:20 main:574] : INFO : Epoch 1562 | loss: 0.031173 | val_loss: 0.0311762 | Time: 2189.94 ms [2021-11-09 06:51:22 main:574] : INFO : Epoch 1563 | loss: 0.03117 | val_loss: 0.0311761 | Time: 2200.18 ms [2021-11-09 06:51:25 main:574] : INFO : Epoch 1564 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 2197.22 ms [2021-11-09 06:51:27 main:574] : INFO : Epoch 1565 | loss: 0.0311696 | val_loss: 0.0311774 | Time: 2194.6 ms [2021-11-09 06:51:29 main:574] : INFO : Epoch 1566 | loss: 0.0311672 | val_loss: 0.0311758 | Time: 2189.7 ms [2021-11-09 06:51:31 main:574] : INFO : Epoch 1567 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 2203.88 ms [2021-11-09 06:51:33 main:574] : INFO : Epoch 1568 | loss: 0.0311662 | val_loss: 0.0311765 | Time: 2204.3 ms [2021-11-09 06:51:36 main:574] : INFO : Epoch 1569 | loss: 0.0311657 | val_loss: 0.0311762 | Time: 2188.88 ms [2021-11-09 06:51:38 main:574] : INFO : Epoch 1570 | loss: 0.0311655 | val_loss: 0.0311766 | Time: 2199.53 ms [2021-11-09 06:51:40 main:574] : INFO : Epoch 1571 | loss: 0.0311656 | val_loss: 0.0311763 | Time: 2189.15 ms [2021-11-09 06:51:42 main:574] : INFO : Epoch 1572 | loss: 0.0311682 | val_loss: 0.0311752 | Time: 2190.59 ms [2021-11-09 06:51:44 main:574] : INFO : Epoch 1573 | loss: 0.0311694 | val_loss: 0.0311796 | Time: 2192.48 ms [2021-11-09 06:51:47 main:574] : INFO : Epoch 1574 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 2189.95 ms [2021-11-09 06:51:49 main:574] : INFO : Epoch 1575 | loss: 0.0311673 | val_loss: 0.0311754 | Time: 2194.61 ms [2021-11-09 06:51:51 main:574] : INFO : Epoch 1576 | loss: 0.0311668 | val_loss: 0.0311747 | Time: 2194.19 ms [2021-11-09 06:51:53 main:574] : INFO : Epoch 1577 | loss: 0.0311658 | val_loss: 0.0311782 | Time: 2195.95 ms [2021-11-09 06:51:55 main:574] : INFO : Epoch 1578 | loss: 0.0311659 | val_loss: 0.0311772 | Time: 2186.15 ms [2021-11-09 06:51:58 main:574] : INFO : Epoch 1579 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 2193.14 ms [2021-11-09 06:52:00 main:574] : INFO : Epoch 1580 | loss: 0.031177 | val_loss: 0.0311889 | Time: 2199.3 ms [2021-11-09 06:52:02 main:574] : INFO : Epoch 1581 | loss: 0.0311753 | val_loss: 0.0311763 | Time: 2197.32 ms [2021-11-09 06:52:04 main:574] : INFO : Epoch 1582 | loss: 0.0311739 | val_loss: 0.0311775 | Time: 2190.38 ms [2021-11-09 06:52:06 main:574] : INFO : Epoch 1583 | loss: 0.031174 | val_loss: 0.0311768 | Time: 2196.12 ms [2021-11-09 06:52:09 main:574] : INFO : Epoch 1584 | loss: 0.0311739 | val_loss: 0.0311768 | Time: 2218.47 ms [2021-11-09 06:52:11 main:574] : INFO : Epoch 1585 | loss: 0.0311743 | val_loss: 0.0311772 | Time: 2198.28 ms [2021-11-09 06:52:13 main:574] : INFO : Epoch 1586 | loss: 0.0311742 | val_loss: 0.0311756 | Time: 2210.33 ms [2021-11-09 06:52:15 main:574] : INFO : Epoch 1587 | loss: 0.0311773 | val_loss: 0.0311826 | Time: 2197.76 ms [2021-11-09 06:52:18 main:574] : INFO : Epoch 1588 | loss: 0.03118 | val_loss: 0.03118 | Time: 2202.05 ms [2021-11-09 06:52:20 main:574] : INFO : Epoch 1589 | loss: 0.0311784 | val_loss: 0.0311825 | Time: 2193.09 ms [2021-11-09 06:52:22 main:574] : INFO : Epoch 1590 | loss: 0.0311816 | val_loss: 0.0311806 | Time: 2196.93 ms [2021-11-09 06:52:24 main:574] : INFO : Epoch 1591 | loss: 0.0311804 | val_loss: 0.0311808 | Time: 2205.39 ms [2021-11-09 06:52:26 main:574] : INFO : Epoch 1592 | loss: 0.0311759 | val_loss: 0.0311761 | Time: 2190.61 ms [2021-11-09 06:52:29 main:574] : INFO : Epoch 1593 | loss: 0.0311752 | val_loss: 0.031182 | Time: 2193.09 ms [2021-11-09 06:52:31 main:574] : INFO : Epoch 1594 | loss: 0.0311761 | val_loss: 0.0311807 | Time: 2192.4 ms [2021-11-09 06:52:33 main:574] : INFO : Epoch 1595 | loss: 0.0311747 | val_loss: 0.0311804 | Time: 2201.87 ms [2021-11-09 06:52:35 main:574] : INFO : Epoch 1596 | loss: 0.0311748 | val_loss: 0.031179 | Time: 2189.53 ms [2021-11-09 06:52:37 main:574] : INFO : Epoch 1597 | loss: 0.0311754 | val_loss: 0.031179 | Time: 2198.7 ms [2021-11-09 06:52:40 main:574] : INFO : Epoch 1598 | loss: 0.031176 | val_loss: 0.0311812 | Time: 2194.41 ms [2021-11-09 06:52:42 main:574] : INFO : Epoch 1599 | loss: 0.0311849 | val_loss: 0.0312032 | Time: 2200.36 ms [2021-11-09 06:52:44 main:574] : INFO : Epoch 1600 | loss: 0.0311981 | val_loss: 0.0312035 | Time: 2194.59 ms [2021-11-09 06:52:46 main:574] : INFO : Epoch 1601 | loss: 0.0311967 | val_loss: 0.0312036 | Time: 2192.26 ms [2021-11-09 06:52:48 main:574] : INFO : Epoch 1602 | loss: 0.0311975 | val_loss: 0.0311994 | Time: 2195.88 ms [2021-11-09 06:52:51 main:574] : INFO : Epoch 1603 | loss: 0.0312001 | val_loss: 0.0312034 | Time: 2202.03 ms [2021-11-09 06:52:53 main:574] : INFO : Epoch 1604 | loss: 0.0312029 | val_loss: 0.0312001 | Time: 2204.62 ms [2021-11-09 06:52:55 main:574] : INFO : Epoch 1605 | loss: 0.0311997 | val_loss: 0.0311942 | Time: 2194.46 ms [2021-11-09 06:52:57 main:574] : INFO : Epoch 1606 | loss: 0.0311975 | val_loss: 0.0311962 | Time: 2197.24 ms [2021-11-09 06:52:59 main:574] : INFO : Epoch 1607 | loss: 0.0311978 | val_loss: 0.0311939 | Time: 2208.49 ms [2021-11-09 06:53:02 main:574] : INFO : Epoch 1608 | loss: 0.0311981 | val_loss: 0.0311971 | Time: 2199.45 ms [2021-11-09 06:53:04 main:574] : INFO : Epoch 1609 | loss: 0.0311961 | val_loss: 0.0311929 | Time: 2194.26 ms [2021-11-09 06:53:06 main:574] : INFO : Epoch 1610 | loss: 0.0311944 | val_loss: 0.031192 | Time: 2187.63 ms [2021-11-09 06:53:08 main:574] : INFO : Epoch 1611 | loss: 0.0311934 | val_loss: 0.0311932 | Time: 2197.34 ms [2021-11-09 06:53:10 main:574] : INFO : Epoch 1612 | loss: 0.0311942 | val_loss: 0.0311917 | Time: 2203.43 ms [2021-11-09 06:53:13 main:574] : INFO : Epoch 1613 | loss: 0.0311923 | val_loss: 0.0311908 | Time: 2193.66 ms [2021-11-09 06:53:15 main:574] : INFO : Epoch 1614 | loss: 0.0311913 | val_loss: 0.0311905 | Time: 2196.17 ms [2021-11-09 06:53:17 main:574] : INFO : Epoch 1615 | loss: 0.0311919 | val_loss: 0.0311904 | Time: 2201.42 ms [2021-11-09 06:53:19 main:574] : INFO : Epoch 1616 | loss: 0.0311901 | val_loss: 0.0311893 | Time: 2194.2 ms [2021-11-09 06:53:21 main:574] : INFO : Epoch 1617 | loss: 0.0311918 | val_loss: 0.0311918 | Time: 2194.37 ms [2021-11-09 06:53:24 main:574] : INFO : Epoch 1618 | loss: 0.0311921 | val_loss: 0.0311888 | Time: 2192.55 ms [2021-11-09 06:53:26 main:574] : INFO : Epoch 1619 | loss: 0.0311891 | val_loss: 0.0311893 | Time: 2197.35 ms [2021-11-09 06:53:28 main:574] : INFO : Epoch 1620 | loss: 0.0311887 | val_loss: 0.031189 | Time: 2206.17 ms [2021-11-09 06:53:30 main:574] : INFO : Epoch 1621 | loss: 0.0311884 | val_loss: 0.031189 | Time: 2201.31 ms [2021-11-09 06:53:32 main:574] : INFO : Epoch 1622 | loss: 0.031189 | val_loss: 0.0311997 | Time: 2190.96 ms [2021-11-09 06:53:35 main:574] : INFO : Epoch 1623 | loss: 0.0311932 | val_loss: 0.0311893 | Time: 2200.58 ms [2021-11-09 06:53:37 main:574] : INFO : Epoch 1624 | loss: 0.0311892 | val_loss: 0.0311881 | Time: 2196.36 ms [2021-11-09 06:53:39 main:574] : INFO : Epoch 1625 | loss: 0.0311893 | val_loss: 0.0311917 | Time: 2197.17 ms [2021-11-09 06:53:41 main:574] : INFO : Epoch 1626 | loss: 0.0311944 | val_loss: 0.0311947 | Time: 2198.44 ms [2021-11-09 06:53:43 main:574] : INFO : Epoch 1627 | loss: 0.0311896 | val_loss: 0.0311871 | Time: 2196.49 ms [2021-11-09 06:53:46 main:574] : INFO : Epoch 1628 | loss: 0.0311892 | val_loss: 0.0311927 | Time: 2199.22 ms [2021-11-09 06:53:48 main:574] : INFO : Epoch 1629 | loss: 0.03119 | val_loss: 0.0311911 | Time: 2199.85 ms [2021-11-09 06:53:50 main:574] : INFO : Epoch 1630 | loss: 0.031188 | val_loss: 0.0311869 | Time: 2195.23 ms [2021-11-09 06:53:52 main:574] : INFO : Epoch 1631 | loss: 0.0311873 | val_loss: 0.0311905 | Time: 2205.03 ms [2021-11-09 06:53:54 main:574] : INFO : Epoch 1632 | loss: 0.0311907 | val_loss: 0.0311938 | Time: 2197.03 ms [2021-11-09 06:53:57 main:574] : INFO : Epoch 1633 | loss: 0.0311872 | val_loss: 0.0311898 | Time: 2191.23 ms [2021-11-09 06:53:59 main:574] : INFO : Epoch 1634 | loss: 0.0311889 | val_loss: 0.0311879 | Time: 2192.44 ms [2021-11-09 06:54:01 main:574] : INFO : Epoch 1635 | loss: 0.0311852 | val_loss: 0.0311881 | Time: 2188.65 ms [2021-11-09 06:54:03 main:574] : INFO : Epoch 1636 | loss: 0.031186 | val_loss: 0.0311871 | Time: 2197.43 ms [2021-11-09 06:54:05 main:574] : INFO : Epoch 1637 | loss: 0.0311856 | val_loss: 0.0311875 | Time: 2194.7 ms [2021-11-09 06:54:08 main:574] : INFO : Epoch 1638 | loss: 0.0311853 | val_loss: 0.0311868 | Time: 2187.22 ms [2021-11-09 06:54:10 main:574] : INFO : Epoch 1639 | loss: 0.0311854 | val_loss: 0.0311865 | Time: 2186.97 ms [2021-11-09 06:54:12 main:574] : INFO : Epoch 1640 | loss: 0.0311853 | val_loss: 0.0311882 | Time: 2201.01 ms [2021-11-09 06:54:14 main:574] : INFO : Epoch 1641 | loss: 0.0311853 | val_loss: 0.0311869 | Time: 2193.92 ms [2021-11-09 06:54:16 main:574] : INFO : Epoch 1642 | loss: 0.0311846 | val_loss: 0.0311859 | Time: 2196.98 ms [2021-11-09 06:54:18 main:574] : INFO : Epoch 1643 | loss: 0.0311834 | val_loss: 0.0311851 | Time: 2195.68 ms [2021-11-09 06:54:21 main:574] : INFO : Epoch 1644 | loss: 0.0311844 | val_loss: 0.0311879 | Time: 2196.44 ms [2021-11-09 06:54:23 main:574] : INFO : Epoch 1645 | loss: 0.0311856 | val_loss: 0.0311907 | Time: 2192.41 ms [2021-11-09 06:54:25 main:574] : INFO : Epoch 1646 | loss: 0.0311848 | val_loss: 0.0311877 | Time: 2193.21 ms [2021-11-09 06:54:27 main:574] : INFO : Epoch 1647 | loss: 0.0311832 | val_loss: 0.0311869 | Time: 2201.27 ms [2021-11-09 06:54:30 main:574] : INFO : Epoch 1648 | loss: 0.0311835 | val_loss: 0.0311868 | Time: 2189.84 ms [2021-11-09 06:54:32 main:574] : INFO : Epoch 1649 | loss: 0.031183 | val_loss: 0.031186 | Time: 2193.47 ms [2021-11-09 06:54:34 main:574] : INFO : Epoch 1650 | loss: 0.0311832 | val_loss: 0.0311891 | Time: 2184.46 ms [2021-11-09 06:54:36 main:574] : INFO : Epoch 1651 | loss: 0.0311834 | val_loss: 0.0311902 | Time: 2197.74 ms [2021-11-09 06:54:38 main:574] : INFO : Epoch 1652 | loss: 0.0311876 | val_loss: 0.0311897 | Time: 2193.71 ms [2021-11-09 06:54:41 main:574] : INFO : Epoch 1653 | loss: 0.0311872 | val_loss: 0.0311906 | Time: 2199.84 ms [2021-11-09 06:54:43 main:574] : INFO : Epoch 1654 | loss: 0.0311858 | val_loss: 0.0311899 | Time: 2204.3 ms [2021-11-09 06:54:45 main:574] : INFO : Epoch 1655 | loss: 0.0311845 | val_loss: 0.0311915 | Time: 2189.2 ms [2021-11-09 06:54:47 main:574] : INFO : Epoch 1656 | loss: 0.0311843 | val_loss: 0.0311877 | Time: 2205.84 ms [2021-11-09 06:54:49 main:574] : INFO : Epoch 1657 | loss: 0.0311828 | val_loss: 0.0311891 | Time: 2194.4 ms [2021-11-09 06:54:52 main:574] : INFO : Epoch 1658 | loss: 0.0311823 | val_loss: 0.0311899 | Time: 2190.14 ms [2021-11-09 06:54:54 main:574] : INFO : Epoch 1659 | loss: 0.0311837 | val_loss: 0.0311895 | Time: 2190.4 ms [2021-11-09 06:54:56 main:574] : INFO : Epoch 1660 | loss: 0.031185 | val_loss: 0.0311999 | Time: 2192.29 ms [2021-11-09 06:54:58 main:574] : INFO : Epoch 1661 | loss: 0.0311829 | val_loss: 0.031187 | Time: 2194.08 ms [2021-11-09 06:55:00 main:574] : INFO : Epoch 1662 | loss: 0.0311811 | val_loss: 0.0311905 | Time: 2202.77 ms [2021-11-09 06:55:03 main:574] : INFO : Epoch 1663 | loss: 0.0311823 | val_loss: 0.0311879 | Time: 2194.89 ms [2021-11-09 06:55:05 main:574] : INFO : Epoch 1664 | loss: 0.0311814 | val_loss: 0.0311905 | Time: 2209.8 ms [2021-11-09 06:55:07 main:574] : INFO : Epoch 1665 | loss: 0.0311816 | val_loss: 0.0311867 | Time: 2192.57 ms [2021-11-09 06:55:09 main:574] : INFO : Epoch 1666 | loss: 0.03118 | val_loss: 0.0311931 | Time: 2198.72 ms [2021-11-09 06:55:11 main:574] : INFO : Epoch 1667 | loss: 0.0311822 | val_loss: 0.031191 | Time: 2203.07 ms [2021-11-09 06:55:14 main:574] : INFO : Epoch 1668 | loss: 0.0311796 | val_loss: 0.031188 | Time: 2205.99 ms [2021-11-09 06:55:16 main:574] : INFO : Epoch 1669 | loss: 0.0311788 | val_loss: 0.031187 | Time: 2186.48 ms [2021-11-09 06:55:18 main:574] : INFO : Epoch 1670 | loss: 0.0311781 | val_loss: 0.0311859 | Time: 2201.39 ms [2021-11-09 06:55:20 main:574] : INFO : Epoch 1671 | loss: 0.0311784 | val_loss: 0.0311869 | Time: 2204.03 ms [2021-11-09 06:55:23 main:574] : INFO : Epoch 1672 | loss: 0.0311781 | val_loss: 0.0311878 | Time: 2193.7 ms [2021-11-09 06:55:25 main:574] : INFO : Epoch 1673 | loss: 0.0311795 | val_loss: 0.0311878 | Time: 2188.5 ms [2021-11-09 06:55:27 main:574] : INFO : Epoch 1674 | loss: 0.0311809 | val_loss: 0.0311866 | Time: 2189.67 ms [2021-11-09 06:55:29 main:574] : INFO : Epoch 1675 | loss: 0.031182 | val_loss: 0.0311883 | Time: 2203.38 ms [2021-11-09 06:55:31 main:574] : INFO : Epoch 1676 | loss: 0.0311791 | val_loss: 0.031186 | Time: 2209.44 ms [2021-11-09 06:55:34 main:574] : INFO : Epoch 1677 | loss: 0.0311796 | val_loss: 0.0311848 | Time: 2187.78 ms [2021-11-09 06:55:36 main:574] : INFO : Epoch 1678 | loss: 0.0311789 | val_loss: 0.0311879 | Time: 2192.77 ms [2021-11-09 06:55:38 main:574] : INFO : Epoch 1679 | loss: 0.031179 | val_loss: 0.0311883 | Time: 2195.19 ms [2021-11-09 06:55:40 main:574] : INFO : Epoch 1680 | loss: 0.0311782 | val_loss: 0.0311875 | Time: 2199.53 ms [2021-11-09 06:55:42 main:574] : INFO : Epoch 1681 | loss: 0.0311771 | val_loss: 0.031186 | Time: 2188.07 ms [2021-11-09 06:55:44 main:574] : INFO : Epoch 1682 | loss: 0.0311784 | val_loss: 0.0311883 | Time: 2198.88 ms [2021-11-09 06:55:47 main:574] : INFO : Epoch 1683 | loss: 0.0311817 | val_loss: 0.0311862 | Time: 2193.85 ms [2021-11-09 06:55:49 main:574] : INFO : Epoch 1684 | loss: 0.0311807 | val_loss: 0.0311855 | Time: 2199.57 ms [2021-11-09 06:55:51 main:574] : INFO : Epoch 1685 | loss: 0.0311774 | val_loss: 0.0311868 | Time: 2201.05 ms [2021-11-09 06:55:53 main:574] : INFO : Epoch 1686 | loss: 0.0311773 | val_loss: 0.0311856 | Time: 2196.32 ms [2021-11-09 06:55:55 main:574] : INFO : Epoch 1687 | loss: 0.0311763 | val_loss: 0.0311874 | Time: 2195.54 ms [2021-11-09 06:55:58 main:574] : INFO : Epoch 1688 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 2200.16 ms [2021-11-09 06:56:00 main:574] : INFO : Epoch 1689 | loss: 0.0311772 | val_loss: 0.0311864 | Time: 2198.49 ms [2021-11-09 06:56:02 main:574] : INFO : Epoch 1690 | loss: 0.0311763 | val_loss: 0.0311849 | Time: 2191.44 ms [2021-11-09 06:56:04 main:574] : INFO : Epoch 1691 | loss: 0.0311782 | val_loss: 0.0311844 | Time: 2197.87 ms [2021-11-09 06:56:06 main:574] : INFO : Epoch 1692 | loss: 0.0311804 | val_loss: 0.0311835 | Time: 2195.31 ms [2021-11-09 06:56:09 main:574] : INFO : Epoch 1693 | loss: 0.0311776 | val_loss: 0.0311931 | Time: 2189.87 ms [2021-11-09 06:56:11 main:574] : INFO : Epoch 1694 | loss: 0.0311797 | val_loss: 0.0311881 | Time: 2184.04 ms [2021-11-09 06:56:13 main:574] : INFO : Epoch 1695 | loss: 0.031176 | val_loss: 0.0311872 | Time: 2194.41 ms [2021-11-09 06:56:15 main:574] : INFO : Epoch 1696 | loss: 0.0311766 | val_loss: 0.0311862 | Time: 2222.45 ms [2021-11-09 06:56:17 main:574] : INFO : Epoch 1697 | loss: 0.0311756 | val_loss: 0.0311851 | Time: 2191.26 ms [2021-11-09 06:56:20 main:574] : INFO : Epoch 1698 | loss: 0.0311748 | val_loss: 0.0311863 | Time: 2193.2 ms [2021-11-09 06:56:22 main:574] : INFO : Epoch 1699 | loss: 0.0311766 | val_loss: 0.0311837 | Time: 2192.5 ms [2021-11-09 06:56:24 main:574] : INFO : Epoch 1700 | loss: 0.0311754 | val_loss: 0.0311853 | Time: 2197.03 ms [2021-11-09 06:56:26 main:574] : INFO : Epoch 1701 | loss: 0.0311775 | val_loss: 0.0311888 | Time: 2194.35 ms [2021-11-09 06:56:28 main:574] : INFO : Epoch 1702 | loss: 0.0311802 | val_loss: 0.0311917 | Time: 2187.55 ms [2021-11-09 06:56:31 main:574] : INFO : Epoch 1703 | loss: 0.0311813 | val_loss: 0.0311887 | Time: 2191.12 ms [2021-11-09 06:56:33 main:574] : INFO : Epoch 1704 | loss: 0.0311807 | val_loss: 0.031188 | Time: 2194.11 ms [2021-11-09 06:56:35 main:574] : INFO : Epoch 1705 | loss: 0.0311811 | val_loss: 0.0311861 | Time: 2194.2 ms [2021-11-09 06:56:37 main:574] : INFO : Epoch 1706 | loss: 0.0311805 | val_loss: 0.03119 | Time: 2191.63 ms [2021-11-09 06:56:39 main:574] : INFO : Epoch 1707 | loss: 0.0311838 | val_loss: 0.0311884 | Time: 2202.16 ms [2021-11-09 06:56:42 main:574] : INFO : Epoch 1708 | loss: 0.0311795 | val_loss: 0.0311866 | Time: 2189.06 ms [2021-11-09 06:56:44 main:574] : INFO : Epoch 1709 | loss: 0.0311779 | val_loss: 0.031188 | Time: 2195.42 ms [2021-11-09 06:56:46 main:574] : INFO : Epoch 1710 | loss: 0.0311784 | val_loss: 0.0311919 | Time: 2201 ms [2021-11-09 06:56:48 main:574] : INFO : Epoch 1711 | loss: 0.0311808 | val_loss: 0.0311921 | Time: 2190.81 ms [2021-11-09 06:56:50 main:574] : INFO : Epoch 1712 | loss: 0.0311807 | val_loss: 0.0311906 | Time: 2202.97 ms [2021-11-09 06:56:53 main:574] : INFO : Epoch 1713 | loss: 0.0311807 | val_loss: 0.0311857 | Time: 2188.88 ms [2021-11-09 06:56:55 main:574] : INFO : Epoch 1714 | loss: 0.0311808 | val_loss: 0.031188 | Time: 2194.57 ms [2021-11-09 06:56:57 main:574] : INFO : Epoch 1715 | loss: 0.0311768 | val_loss: 0.0311884 | Time: 2190.02 ms [2021-11-09 06:56:59 main:574] : INFO : Epoch 1716 | loss: 0.0311754 | val_loss: 0.0311857 | Time: 2193.93 ms [2021-11-09 06:57:01 main:574] : INFO : Epoch 1717 | loss: 0.0311767 | val_loss: 0.0311885 | Time: 2191.53 ms [2021-11-09 06:57:04 main:574] : INFO : Epoch 1718 | loss: 0.0311758 | val_loss: 0.0311847 | Time: 2202.23 ms [2021-11-09 06:57:06 main:574] : INFO : Epoch 1719 | loss: 0.0311756 | val_loss: 0.0311862 | Time: 2194.79 ms [2021-11-09 06:57:08 main:574] : INFO : Epoch 1720 | loss: 0.0311792 | val_loss: 0.031186 | Time: 2192.64 ms [2021-11-09 06:57:10 main:574] : INFO : Epoch 1721 | loss: 0.031176 | val_loss: 0.031188 | Time: 2187.19 ms [2021-11-09 06:57:12 main:574] : INFO : Epoch 1722 | loss: 0.0311744 | val_loss: 0.0311862 | Time: 2194.58 ms [2021-11-09 06:57:15 main:574] : INFO : Epoch 1723 | loss: 0.0311735 | val_loss: 0.0311866 | Time: 2192.41 ms [2021-11-09 06:57:17 main:574] : INFO : Epoch 1724 | loss: 0.031175 | val_loss: 0.0311853 | Time: 2199.53 ms [2021-11-09 06:57:19 main:574] : INFO : Epoch 1725 | loss: 0.0311735 | val_loss: 0.0311841 | Time: 2186.91 ms [2021-11-09 06:57:21 main:574] : INFO : Epoch 1726 | loss: 0.0311742 | val_loss: 0.031188 | Time: 2200.94 ms [2021-11-09 06:57:23 main:574] : INFO : Epoch 1727 | loss: 0.031174 | val_loss: 0.0311876 | Time: 2195.12 ms [2021-11-09 06:57:26 main:574] : INFO : Epoch 1728 | loss: 0.0311753 | val_loss: 0.0311932 | Time: 2187.76 ms [2021-11-09 06:57:28 main:574] : INFO : Epoch 1729 | loss: 0.031177 | val_loss: 0.0311847 | Time: 2187.31 ms [2021-11-09 06:57:30 main:574] : INFO : Epoch 1730 | loss: 0.0311755 | val_loss: 0.0311869 | Time: 2188.89 ms [2021-11-09 06:57:32 main:574] : INFO : Epoch 1731 | loss: 0.0311755 | val_loss: 0.0311899 | Time: 2203.15 ms [2021-11-09 06:57:34 main:574] : INFO : Epoch 1732 | loss: 0.0311748 | val_loss: 0.0311858 | Time: 2190.21 ms [2021-11-09 06:57:37 main:574] : INFO : Epoch 1733 | loss: 0.0311731 | val_loss: 0.0311931 | Time: 2184.14 ms [2021-11-09 06:57:39 main:574] : INFO : Epoch 1734 | loss: 0.0311733 | val_loss: 0.0311847 | Time: 2192.45 ms [2021-11-09 06:57:41 main:574] : INFO : Epoch 1735 | loss: 0.0311732 | val_loss: 0.0311879 | Time: 2202.97 ms [2021-11-09 06:57:43 main:574] : INFO : Epoch 1736 | loss: 0.0311737 | val_loss: 0.0311863 | Time: 2193.75 ms [2021-11-09 06:57:45 main:574] : INFO : Epoch 1737 | loss: 0.0311734 | val_loss: 0.0311856 | Time: 2189.27 ms [2021-11-09 06:57:48 main:574] : INFO : Epoch 1738 | loss: 0.0311737 | val_loss: 0.0311849 | Time: 2197.88 ms [2021-11-09 06:57:50 main:574] : INFO : Epoch 1739 | loss: 0.0311737 | val_loss: 0.0311901 | Time: 2204.18 ms [2021-11-09 06:57:52 main:574] : INFO : Epoch 1740 | loss: 0.0311728 | val_loss: 0.0311849 | Time: 2199.18 ms [2021-11-09 06:57:54 main:574] : INFO : Epoch 1741 | loss: 0.0311738 | val_loss: 0.0311898 | Time: 2197.49 ms [2021-11-09 06:57:56 main:574] : INFO : Epoch 1742 | loss: 0.0311739 | val_loss: 0.0311904 | Time: 2192.7 ms [2021-11-09 06:57:59 main:574] : INFO : Epoch 1743 | loss: 0.0311778 | val_loss: 0.0311877 | Time: 2190.31 ms [2021-11-09 06:58:01 main:574] : INFO : Epoch 1744 | loss: 0.0311755 | val_loss: 0.0311944 | Time: 2200.9 ms [2021-11-09 06:58:03 main:574] : INFO : Epoch 1745 | loss: 0.0311746 | val_loss: 0.0311863 | Time: 2200.19 ms [2021-11-09 06:58:05 main:574] : INFO : Epoch 1746 | loss: 0.031175 | val_loss: 0.0311903 | Time: 2192.55 ms [2021-11-09 06:58:07 main:574] : INFO : Epoch 1747 | loss: 0.0311748 | val_loss: 0.0311857 | Time: 2194.79 ms [2021-11-09 06:58:10 main:574] : INFO : Epoch 1748 | loss: 0.0311731 | val_loss: 0.0311898 | Time: 2195.77 ms [2021-11-09 06:58:12 main:574] : INFO : Epoch 1749 | loss: 0.0311749 | val_loss: 0.0311893 | Time: 2195.2 ms [2021-11-09 06:58:14 main:574] : INFO : Epoch 1750 | loss: 0.0311744 | val_loss: 0.0311868 | Time: 2212.7 ms [2021-11-09 06:58:16 main:574] : INFO : Epoch 1751 | loss: 0.0311735 | val_loss: 0.0311866 | Time: 2196.16 ms [2021-11-09 06:58:18 main:574] : INFO : Epoch 1752 | loss: 0.0311734 | val_loss: 0.0311864 | Time: 2193.89 ms [2021-11-09 06:58:21 main:574] : INFO : Epoch 1753 | loss: 0.0311725 | val_loss: 0.0311891 | Time: 2187.94 ms [2021-11-09 06:58:23 main:574] : INFO : Epoch 1754 | loss: 0.0311733 | val_loss: 0.0311864 | Time: 2191.45 ms [2021-11-09 06:58:25 main:574] : INFO : Epoch 1755 | loss: 0.0311796 | val_loss: 0.031188 | Time: 2198.28 ms [2021-11-09 06:58:27 main:574] : INFO : Epoch 1756 | loss: 0.0311766 | val_loss: 0.0311874 | Time: 2191.22 ms [2021-11-09 06:58:29 main:574] : INFO : Epoch 1757 | loss: 0.0311732 | val_loss: 0.0311876 | Time: 2193.22 ms [2021-11-09 06:58:32 main:574] : INFO : Epoch 1758 | loss: 0.0311723 | val_loss: 0.031187 | Time: 2193.05 ms [2021-11-09 06:58:34 main:574] : INFO : Epoch 1759 | loss: 0.0311729 | val_loss: 0.0311878 | Time: 2193.17 ms [2021-11-09 06:58:36 main:574] : INFO : Epoch 1760 | loss: 0.0311737 | val_loss: 0.0311854 | Time: 2194.66 ms [2021-11-09 06:58:38 main:574] : INFO : Epoch 1761 | loss: 0.0311763 | val_loss: 0.0311874 | Time: 2198.64 ms [2021-11-09 06:58:40 main:574] : INFO : Epoch 1762 | loss: 0.0311753 | val_loss: 0.0311873 | Time: 2192.78 ms [2021-11-09 06:58:43 main:574] : INFO : Epoch 1763 | loss: 0.0311746 | val_loss: 0.0311879 | Time: 2200.73 ms [2021-11-09 06:58:45 main:574] : INFO : Epoch 1764 | loss: 0.0311739 | val_loss: 0.0311851 | Time: 2195.48 ms [2021-11-09 06:58:47 main:574] : INFO : Epoch 1765 | loss: 0.0311734 | val_loss: 0.0311862 | Time: 2210.36 ms [2021-11-09 06:58:49 main:574] : INFO : Epoch 1766 | loss: 0.0311748 | val_loss: 0.0311849 | Time: 2202.65 ms [2021-11-09 06:58:51 main:574] : INFO : Epoch 1767 | loss: 0.0311732 | val_loss: 0.0311865 | Time: 2206.19 ms [2021-11-09 06:58:54 main:574] : INFO : Epoch 1768 | loss: 0.0311717 | val_loss: 0.0311867 | Time: 2199.03 ms [2021-11-09 06:58:56 main:574] : INFO : Epoch 1769 | loss: 0.0311732 | val_loss: 0.0311898 | Time: 2196.55 ms [2021-11-09 06:58:58 main:574] : INFO : Epoch 1770 | loss: 0.0311744 | val_loss: 0.0311852 | Time: 2196.37 ms [2021-11-09 06:59:00 main:574] : INFO : Epoch 1771 | loss: 0.0311726 | val_loss: 0.0311893 | Time: 2194.38 ms [2021-11-09 06:59:02 main:574] : INFO : Epoch 1772 | loss: 0.0311736 | val_loss: 0.0311894 | Time: 2197.21 ms [2021-11-09 06:59:05 main:574] : INFO : Epoch 1773 | loss: 0.0311719 | val_loss: 0.0311859 | Time: 2203.34 ms [2021-11-09 06:59:07 main:574] : INFO : Epoch 1774 | loss: 0.031171 | val_loss: 0.0311845 | Time: 2192.14 ms [2021-11-09 06:59:09 main:574] : INFO : Epoch 1775 | loss: 0.0311713 | val_loss: 0.0311898 | Time: 2191.2 ms [2021-11-09 06:59:11 main:574] : INFO : Epoch 1776 | loss: 0.0311738 | val_loss: 0.0311856 | Time: 2196.48 ms [2021-11-09 06:59:13 main:574] : INFO : Epoch 1777 | loss: 0.0311715 | val_loss: 0.0311859 | Time: 2194.68 ms [2021-11-09 06:59:16 main:574] : INFO : Epoch 1778 | loss: 0.0311715 | val_loss: 0.0311912 | Time: 2206.56 ms [2021-11-09 06:59:18 main:574] : INFO : Epoch 1779 | loss: 0.031173 | val_loss: 0.0311879 | Time: 2194.79 ms [2021-11-09 06:59:20 main:574] : INFO : Epoch 1780 | loss: 0.0311732 | val_loss: 0.0311877 | Time: 2202.04 ms [2021-11-09 06:59:22 main:574] : INFO : Epoch 1781 | loss: 0.0311754 | val_loss: 0.0311933 | Time: 2184.99 ms [2021-11-09 06:59:24 main:574] : INFO : Epoch 1782 | loss: 0.0311762 | val_loss: 0.0311883 | Time: 2203.94 ms [2021-11-09 06:59:27 main:574] : INFO : Epoch 1783 | loss: 0.0311743 | val_loss: 0.0311877 | Time: 2187.67 ms [2021-11-09 06:59:29 main:574] : INFO : Epoch 1784 | loss: 0.0311712 | val_loss: 0.0311859 | Time: 2191.31 ms [2021-11-09 06:59:31 main:574] : INFO : Epoch 1785 | loss: 0.0311717 | val_loss: 0.031186 | Time: 2190.38 ms [2021-11-09 06:59:33 main:574] : INFO : Epoch 1786 | loss: 0.0311734 | val_loss: 0.0311856 | Time: 2198.01 ms [2021-11-09 06:59:35 main:574] : INFO : Epoch 1787 | loss: 0.0311724 | val_loss: 0.0311895 | Time: 2196.38 ms [2021-11-09 06:59:38 main:574] : INFO : Epoch 1788 | loss: 0.0311728 | val_loss: 0.0311872 | Time: 2200.89 ms [2021-11-09 06:59:40 main:574] : INFO : Epoch 1789 | loss: 0.031171 | val_loss: 0.0311862 | Time: 2193.89 ms [2021-11-09 06:59:42 main:574] : INFO : Epoch 1790 | loss: 0.0311713 | val_loss: 0.0311857 | Time: 2189.03 ms [2021-11-09 06:59:44 main:574] : INFO : Epoch 1791 | loss: 0.0311706 | val_loss: 0.0311853 | Time: 2210.03 ms [2021-11-09 06:59:46 main:574] : INFO : Epoch 1792 | loss: 0.0311699 | val_loss: 0.0311864 | Time: 2209.07 ms [2021-11-09 06:59:49 main:574] : INFO : Epoch 1793 | loss: 0.0311698 | val_loss: 0.0311861 | Time: 2195.17 ms [2021-11-09 06:59:51 main:574] : INFO : Epoch 1794 | loss: 0.0311705 | val_loss: 0.0311877 | Time: 2199.02 ms [2021-11-09 06:59:53 main:574] : INFO : Epoch 1795 | loss: 0.0311705 | val_loss: 0.0311849 | Time: 2195.58 ms [2021-11-09 06:59:55 main:574] : INFO : Epoch 1796 | loss: 0.0311706 | val_loss: 0.0311913 | Time: 2197.73 ms [2021-11-09 06:59:57 main:574] : INFO : Epoch 1797 | loss: 0.0311707 | val_loss: 0.0311855 | Time: 2193.63 ms [2021-11-09 07:00:00 main:574] : INFO : Epoch 1798 | loss: 0.0311719 | val_loss: 0.0311858 | Time: 2197.24 ms [2021-11-09 07:00:02 main:574] : INFO : Epoch 1799 | loss: 0.031172 | val_loss: 0.0311884 | Time: 2193.57 ms [2021-11-09 07:00:04 main:574] : INFO : Epoch 1800 | loss: 0.0311706 | val_loss: 0.0311865 | Time: 2198.44 ms [2021-11-09 07:00:06 main:574] : INFO : Epoch 1801 | loss: 0.0311709 | val_loss: 0.0311878 | Time: 2196.32 ms [2021-11-09 07:00:08 main:574] : INFO : Epoch 1802 | loss: 0.0311752 | val_loss: 0.0311848 | Time: 2193.67 ms [2021-11-09 07:00:11 main:574] : INFO : Epoch 1803 | loss: 0.0311709 | val_loss: 0.031189 | Time: 2191.07 ms [2021-11-09 07:00:13 main:574] : INFO : Epoch 1804 | loss: 0.0311709 | val_loss: 0.0311853 | Time: 2190.37 ms [2021-11-09 07:00:15 main:574] : INFO : Epoch 1805 | loss: 0.0311707 | val_loss: 0.0311852 | Time: 2188.94 ms [2021-11-09 07:00:17 main:574] : INFO : Epoch 1806 | loss: 0.0311708 | val_loss: 0.0311881 | Time: 2186.17 ms [2021-11-09 07:00:19 main:574] : INFO : Epoch 1807 | loss: 0.0311709 | val_loss: 0.0311849 | Time: 2197.38 ms [2021-11-09 07:00:22 main:574] : INFO : Epoch 1808 | loss: 0.0311722 | val_loss: 0.0311848 | Time: 2195.25 ms [2021-11-09 07:00:24 main:574] : INFO : Epoch 1809 | loss: 0.0311745 | val_loss: 0.0311861 | Time: 2193.44 ms [2021-11-09 07:00:26 main:574] : INFO : Epoch 1810 | loss: 0.031171 | val_loss: 0.0311852 | Time: 2202.82 ms [2021-11-09 07:00:28 main:574] : INFO : Epoch 1811 | loss: 0.0311701 | val_loss: 0.0311852 | Time: 2198.62 ms [2021-11-09 07:00:30 main:574] : INFO : Epoch 1812 | loss: 0.0311703 | val_loss: 0.0311847 | Time: 2189.76 ms [2021-11-09 07:00:33 main:574] : INFO : Epoch 1813 | loss: 0.0311697 | val_loss: 0.0311842 | Time: 2185.3 ms [2021-11-09 07:00:35 main:574] : INFO : Epoch 1814 | loss: 0.0311698 | val_loss: 0.0311854 | Time: 2189.49 ms [2021-11-09 07:00:37 main:574] : INFO : Epoch 1815 | loss: 0.0311696 | val_loss: 0.0311839 | Time: 2193.29 ms [2021-11-09 07:00:39 main:574] : INFO : Epoch 1816 | loss: 0.0311692 | val_loss: 0.0311913 | Time: 2193.92 ms [2021-11-09 07:00:41 main:574] : INFO : Epoch 1817 | loss: 0.031172 | val_loss: 0.0311852 | Time: 2218.75 ms [2021-11-09 07:00:44 main:574] : INFO : Epoch 1818 | loss: 0.031171 | val_loss: 0.0311859 | Time: 2199.66 ms [2021-11-09 07:00:46 main:574] : INFO : Epoch 1819 | loss: 0.0311715 | val_loss: 0.0311877 | Time: 2246.13 ms [2021-11-09 07:00:48 main:574] : INFO : Epoch 1820 | loss: 0.0311705 | val_loss: 0.0311901 | Time: 2235.04 ms [2021-11-09 07:00:50 main:574] : INFO : Epoch 1821 | loss: 0.0311748 | val_loss: 0.0311868 | Time: 2251.75 ms [2021-11-09 07:00:53 main:574] : INFO : Epoch 1822 | loss: 0.0311714 | val_loss: 0.0311866 | Time: 2257.87 ms [2021-11-09 07:00:55 main:574] : INFO : Epoch 1823 | loss: 0.0311697 | val_loss: 0.031187 | Time: 2230.71 ms [2021-11-09 07:00:57 main:574] : INFO : Epoch 1824 | loss: 0.0311691 | val_loss: 0.0311872 | Time: 2239.2 ms [2021-11-09 07:00:59 main:574] : INFO : Epoch 1825 | loss: 0.0311716 | val_loss: 0.0311891 | Time: 2243.25 ms [2021-11-09 07:01:02 main:574] : INFO : Epoch 1826 | loss: 0.0311718 | val_loss: 0.0311841 | Time: 2261.94 ms [2021-11-09 07:01:04 main:574] : INFO : Epoch 1827 | loss: 0.0311703 | val_loss: 0.031188 | Time: 2226.9 ms [2021-11-09 07:01:06 main:574] : INFO : Epoch 1828 | loss: 0.0311692 | val_loss: 0.0311846 | Time: 2237.82 ms [2021-11-09 07:01:08 main:574] : INFO : Epoch 1829 | loss: 0.0311718 | val_loss: 0.0311921 | Time: 2245.99 ms [2021-11-09 07:01:11 main:574] : INFO : Epoch 1830 | loss: 0.0311792 | val_loss: 0.0311884 | Time: 2249.95 ms [2021-11-09 07:01:13 main:574] : INFO : Epoch 1831 | loss: 0.0311769 | val_loss: 0.0311837 | Time: 2249.82 ms [2021-11-09 07:01:15 main:574] : INFO : Epoch 1832 | loss: 0.0311766 | val_loss: 0.0311884 | Time: 2233.57 ms [2021-11-09 07:01:17 main:574] : INFO : Epoch 1833 | loss: 0.0311753 | val_loss: 0.0311833 | Time: 2243.6 ms [2021-11-09 07:01:20 main:574] : INFO : Epoch 1834 | loss: 0.0311732 | val_loss: 0.031184 | Time: 2251.59 ms [2021-11-09 07:01:22 main:574] : INFO : Epoch 1835 | loss: 0.0311722 | val_loss: 0.0311827 | Time: 2229.25 ms [2021-11-09 07:01:24 main:574] : INFO : Epoch 1836 | loss: 0.0311745 | val_loss: 0.0311848 | Time: 2233.72 ms [2021-11-09 07:01:26 main:574] : INFO : Epoch 1837 | loss: 0.0311735 | val_loss: 0.0311833 | Time: 2249.39 ms [2021-11-09 07:01:29 main:574] : INFO : Epoch 1838 | loss: 0.0311729 | val_loss: 0.0311836 | Time: 2261.38 ms [2021-11-09 07:01:31 main:574] : INFO : Epoch 1839 | loss: 0.0311753 | val_loss: 0.0311952 | Time: 2236.96 ms [2021-11-09 07:01:33 main:574] : INFO : Epoch 1840 | loss: 0.0311761 | val_loss: 0.0311834 | Time: 2229.66 ms [2021-11-09 07:01:35 main:574] : INFO : Epoch 1841 | loss: 0.0311725 | val_loss: 0.0311835 | Time: 2242.03 ms [2021-11-09 07:01:38 main:574] : INFO : Epoch 1842 | loss: 0.031172 | val_loss: 0.0311829 | Time: 2258.25 ms [2021-11-09 07:01:40 main:574] : INFO : Epoch 1843 | loss: 0.0311729 | val_loss: 0.0311826 | Time: 2238.59 ms [2021-11-09 07:01:42 main:574] : INFO : Epoch 1844 | loss: 0.0311744 | val_loss: 0.0311853 | Time: 2247.74 ms [2021-11-09 07:01:44 main:574] : INFO : Epoch 1845 | loss: 0.0311754 | val_loss: 0.0311847 | Time: 2246.24 ms [2021-11-09 07:01:47 main:574] : INFO : Epoch 1846 | loss: 0.0311729 | val_loss: 0.031186 | Time: 2247.73 ms [2021-11-09 07:01:49 main:574] : INFO : Epoch 1847 | loss: 0.0311719 | val_loss: 0.0311832 | Time: 2235.4 ms [2021-11-09 07:01:51 main:574] : INFO : Epoch 1848 | loss: 0.0311727 | val_loss: 0.0311875 | Time: 2229.41 ms [2021-11-09 07:01:53 main:574] : INFO : Epoch 1849 | loss: 0.0311732 | val_loss: 0.0311849 | Time: 2257.43 ms [2021-11-09 07:01:56 main:574] : INFO : Epoch 1850 | loss: 0.0311722 | val_loss: 0.0311857 | Time: 2256.55 ms [2021-11-09 07:01:58 main:574] : INFO : Epoch 1851 | loss: 0.0311711 | val_loss: 0.0311826 | Time: 2226.52 ms [2021-11-09 07:02:00 main:574] : INFO : Epoch 1852 | loss: 0.031172 | val_loss: 0.0311837 | Time: 2235.44 ms [2021-11-09 07:02:02 main:574] : INFO : Epoch 1853 | loss: 0.0311714 | val_loss: 0.0311851 | Time: 2250.56 ms [2021-11-09 07:02:05 main:574] : INFO : Epoch 1854 | loss: 0.0311732 | val_loss: 0.0311881 | Time: 2257.08 ms [2021-11-09 07:02:07 main:574] : INFO : Epoch 1855 | loss: 0.0311739 | val_loss: 0.031183 | Time: 2242.78 ms [2021-11-09 07:02:09 main:574] : INFO : Epoch 1856 | loss: 0.0311716 | val_loss: 0.031184 | Time: 2226.96 ms [2021-11-09 07:02:11 main:574] : INFO : Epoch 1857 | loss: 0.0311742 | val_loss: 0.0311856 | Time: 2252.34 ms [2021-11-09 07:02:14 main:574] : INFO : Epoch 1858 | loss: 0.0311753 | val_loss: 0.0311859 | Time: 2246.48 ms [2021-11-09 07:02:16 main:574] : INFO : Epoch 1859 | loss: 0.0311774 | val_loss: 0.0311868 | Time: 2232.23 ms [2021-11-09 07:02:18 main:574] : INFO : Epoch 1860 | loss: 0.0311772 | val_loss: 0.0311844 | Time: 2225.53 ms [2021-11-09 07:02:20 main:574] : INFO : Epoch 1861 | loss: 0.0311758 | val_loss: 0.0311868 | Time: 2247.16 ms [2021-11-09 07:02:22 main:574] : INFO : Epoch 1862 | loss: 0.0311763 | val_loss: 0.0311865 | Time: 2240.9 ms [2021-11-09 07:02:25 main:574] : INFO : Epoch 1863 | loss: 0.031175 | val_loss: 0.0311864 | Time: 2236.29 ms [2021-11-09 07:02:27 main:574] : INFO : Epoch 1864 | loss: 0.0311776 | val_loss: 0.0311874 | Time: 2233.4 ms [2021-11-09 07:02:29 main:574] : INFO : Epoch 1865 | loss: 0.0311733 | val_loss: 0.0311837 | Time: 2251.51 ms [2021-11-09 07:02:32 main:574] : INFO : Epoch 1866 | loss: 0.0311753 | val_loss: 0.0311885 | Time: 2252.04 ms [2021-11-09 07:02:34 main:574] : INFO : Epoch 1867 | loss: 0.0311793 | val_loss: 0.031187 | Time: 2230.74 ms [2021-11-09 07:02:36 main:574] : INFO : Epoch 1868 | loss: 0.0311767 | val_loss: 0.0311867 | Time: 2224.89 ms [2021-11-09 07:02:38 main:574] : INFO : Epoch 1869 | loss: 0.0311757 | val_loss: 0.031184 | Time: 2259.39 ms [2021-11-09 07:02:40 main:574] : INFO : Epoch 1870 | loss: 0.0311739 | val_loss: 0.0311839 | Time: 2240.18 ms [2021-11-09 07:02:43 main:574] : INFO : Epoch 1871 | loss: 0.0311724 | val_loss: 0.0311835 | Time: 2233.63 ms [2021-11-09 07:02:45 main:574] : INFO : Epoch 1872 | loss: 0.0311719 | val_loss: 0.0311833 | Time: 2235.26 ms [2021-11-09 07:02:47 main:574] : INFO : Epoch 1873 | loss: 0.0311762 | val_loss: 0.0311869 | Time: 2254.02 ms [2021-11-09 07:02:49 main:574] : INFO : Epoch 1874 | loss: 0.0311738 | val_loss: 0.0311831 | Time: 2241.03 ms [2021-11-09 07:02:52 main:574] : INFO : Epoch 1875 | loss: 0.0311746 | val_loss: 0.0311907 | Time: 2249.63 ms [2021-11-09 07:02:54 main:574] : INFO : Epoch 1876 | loss: 0.0311771 | val_loss: 0.0311839 | Time: 2225.18 ms [2021-11-09 07:02:56 main:574] : INFO : Epoch 1877 | loss: 0.0311737 | val_loss: 0.0311802 | Time: 2260.61 ms [2021-11-09 07:02:58 main:574] : INFO : Epoch 1878 | loss: 0.0311714 | val_loss: 0.0311813 | Time: 2248.88 ms [2021-11-09 07:03:01 main:574] : INFO : Epoch 1879 | loss: 0.031174 | val_loss: 0.031183 | Time: 2231.46 ms [2021-11-09 07:03:03 main:574] : INFO : Epoch 1880 | loss: 0.0311728 | val_loss: 0.0311823 | Time: 2231.3 ms [2021-11-09 07:03:05 main:574] : INFO : Epoch 1881 | loss: 0.0311718 | val_loss: 0.031186 | Time: 2257.76 ms [2021-11-09 07:03:07 main:574] : INFO : Epoch 1882 | loss: 0.0311709 | val_loss: 0.0311812 | Time: 2249.55 ms [2021-11-09 07:03:10 main:574] : INFO : Epoch 1883 | loss: 0.0311701 | val_loss: 0.0311831 | Time: 2227.32 ms [2021-11-09 07:03:12 main:574] : INFO : Epoch 1884 | loss: 0.031171 | val_loss: 0.0311804 | Time: 2235.02 ms [2021-11-09 07:03:14 main:574] : INFO : Epoch 1885 | loss: 0.0311724 | val_loss: 0.0311816 | Time: 2258.73 ms [2021-11-09 07:03:16 main:574] : INFO : Epoch 1886 | loss: 0.0311738 | val_loss: 0.0311823 | Time: 2245.7 ms [2021-11-09 07:03:19 main:574] : INFO : Epoch 1887 | loss: 0.0311735 | val_loss: 0.0311807 | Time: 2243.52 ms [2021-11-09 07:03:21 main:574] : INFO : Epoch 1888 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 2228.85 ms [2021-11-09 07:03:23 main:574] : INFO : Epoch 1889 | loss: 0.0311738 | val_loss: 0.0311845 | Time: 2259.13 ms [2021-11-09 07:03:25 main:574] : INFO : Epoch 1890 | loss: 0.0311767 | val_loss: 0.0311797 | Time: 2243.62 ms [2021-11-09 07:03:28 main:574] : INFO : Epoch 1891 | loss: 0.0311745 | val_loss: 0.031182 | Time: 2227.14 ms [2021-11-09 07:03:30 main:574] : INFO : Epoch 1892 | loss: 0.0311727 | val_loss: 0.0311813 | Time: 2242.21 ms [2021-11-09 07:03:32 main:574] : INFO : Epoch 1893 | loss: 0.0311723 | val_loss: 0.0311809 | Time: 2255.35 ms [2021-11-09 07:03:34 main:574] : INFO : Epoch 1894 | loss: 0.0311729 | val_loss: 0.0311793 | Time: 2251.46 ms [2021-11-09 07:03:37 main:574] : INFO : Epoch 1895 | loss: 0.0311735 | val_loss: 0.0311887 | Time: 2231.48 ms [2021-11-09 07:03:39 main:574] : INFO : Epoch 1896 | loss: 0.0311779 | val_loss: 0.0311905 | Time: 2240.18 ms [2021-11-09 07:03:41 main:574] : INFO : Epoch 1897 | loss: 0.0311754 | val_loss: 0.0311825 | Time: 2270.08 ms [2021-11-09 07:03:43 main:574] : INFO : Epoch 1898 | loss: 0.0311722 | val_loss: 0.0311801 | Time: 2235.84 ms [2021-11-09 07:03:46 main:574] : INFO : Epoch 1899 | loss: 0.0311706 | val_loss: 0.0311812 | Time: 2234.02 ms [2021-11-09 07:03:48 main:574] : INFO : Epoch 1900 | loss: 0.0311706 | val_loss: 0.0311809 | Time: 2235.63 ms [2021-11-09 07:03:50 main:574] : INFO : Epoch 1901 | loss: 0.0311714 | val_loss: 0.0311814 | Time: 2259.4 ms [2021-11-09 07:03:52 main:574] : INFO : Epoch 1902 | loss: 0.0311721 | val_loss: 0.0311832 | Time: 2241.54 ms [2021-11-09 07:03:55 main:574] : INFO : Epoch 1903 | loss: 0.0311718 | val_loss: 0.0311831 | Time: 2238.47 ms [2021-11-09 07:03:57 main:574] : INFO : Epoch 1904 | loss: 0.0311734 | val_loss: 0.0311839 | Time: 2231.26 ms [2021-11-09 07:03:59 main:574] : INFO : Epoch 1905 | loss: 0.0311701 | val_loss: 0.0311825 | Time: 2257.78 ms [2021-11-09 07:04:01 main:574] : INFO : Epoch 1906 | loss: 0.0311705 | val_loss: 0.0311814 | Time: 2241.37 ms [2021-11-09 07:04:04 main:574] : INFO : Epoch 1907 | loss: 0.0311696 | val_loss: 0.0311809 | Time: 2240.92 ms [2021-11-09 07:04:06 main:574] : INFO : Epoch 1908 | loss: 0.0311689 | val_loss: 0.0311846 | Time: 2238.33 ms [2021-11-09 07:04:08 main:574] : INFO : Epoch 1909 | loss: 0.0311693 | val_loss: 0.0311821 | Time: 2254.55 ms [2021-11-09 07:04:10 main:574] : INFO : Epoch 1910 | loss: 0.0311692 | val_loss: 0.031182 | Time: 2243.04 ms [2021-11-09 07:04:13 main:574] : INFO : Epoch 1911 | loss: 0.0311684 | val_loss: 0.0311821 | Time: 2239.31 ms [2021-11-09 07:04:15 main:574] : INFO : Epoch 1912 | loss: 0.031169 | val_loss: 0.0311833 | Time: 2227.57 ms [2021-11-09 07:04:17 main:574] : INFO : Epoch 1913 | loss: 0.0311694 | val_loss: 0.0311833 | Time: 2256.48 ms [2021-11-09 07:04:19 main:574] : INFO : Epoch 1914 | loss: 0.0311699 | val_loss: 0.031181 | Time: 2243.92 ms [2021-11-09 07:04:22 main:574] : INFO : Epoch 1915 | loss: 0.0311689 | val_loss: 0.0311809 | Time: 2227.84 ms [2021-11-09 07:04:24 main:574] : INFO : Epoch 1916 | loss: 0.0311709 | val_loss: 0.031181 | Time: 2236.74 ms [2021-11-09 07:04:26 main:574] : INFO : Epoch 1917 | loss: 0.0311694 | val_loss: 0.0311826 | Time: 2257.64 ms [2021-11-09 07:04:28 main:574] : INFO : Epoch 1918 | loss: 0.0311697 | val_loss: 0.0311823 | Time: 2233.7 ms [2021-11-09 07:04:31 main:574] : INFO : Epoch 1919 | loss: 0.0311695 | val_loss: 0.0311817 | Time: 2230.53 ms [2021-11-09 07:04:33 main:574] : INFO : Epoch 1920 | loss: 0.0311679 | val_loss: 0.0311807 | Time: 2245.76 ms [2021-11-09 07:04:35 main:574] : INFO : Epoch 1921 | loss: 0.0311677 | val_loss: 0.0311823 | Time: 2286.21 ms [2021-11-09 07:04:37 main:574] : INFO : Epoch 1922 | loss: 0.0311672 | val_loss: 0.0311812 | Time: 2241.67 ms [2021-11-09 07:04:40 main:574] : INFO : Epoch 1923 | loss: 0.0311691 | val_loss: 0.0311848 | Time: 2226.64 ms [2021-11-09 07:04:42 main:574] : INFO : Epoch 1924 | loss: 0.0311678 | val_loss: 0.0311796 | Time: 2237.53 ms [2021-11-09 07:04:44 main:574] : INFO : Epoch 1925 | loss: 0.0311697 | val_loss: 0.0311839 | Time: 2256.28 ms [2021-11-09 07:04:46 main:574] : INFO : Epoch 1926 | loss: 0.0311724 | val_loss: 0.0311888 | Time: 2237.68 ms [2021-11-09 07:04:49 main:574] : INFO : Epoch 1927 | loss: 0.0311746 | val_loss: 0.0311836 | Time: 2236.33 ms [2021-11-09 07:04:51 main:574] : INFO : Epoch 1928 | loss: 0.0311748 | val_loss: 0.031185 | Time: 2240.78 ms [2021-11-09 07:04:53 main:574] : INFO : Epoch 1929 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 2255.07 ms [2021-11-09 07:04:55 main:574] : INFO : Epoch 1930 | loss: 0.0311722 | val_loss: 0.0311825 | Time: 2230.87 ms [2021-11-09 07:04:58 main:574] : INFO : Epoch 1931 | loss: 0.0311714 | val_loss: 0.0311809 | Time: 2238.79 ms [2021-11-09 07:05:00 main:574] : INFO : Epoch 1932 | loss: 0.0311709 | val_loss: 0.0311802 | Time: 2237.89 ms [2021-11-09 07:05:02 main:574] : INFO : Epoch 1933 | loss: 0.0311696 | val_loss: 0.0311845 | Time: 2263.09 ms [2021-11-09 07:05:04 main:574] : INFO : Epoch 1934 | loss: 0.0311711 | val_loss: 0.0311856 | Time: 2250.48 ms [2021-11-09 07:05:07 main:574] : INFO : Epoch 1935 | loss: 0.0311709 | val_loss: 0.0311821 | Time: 2223.98 ms [2021-11-09 07:05:09 main:574] : INFO : Epoch 1936 | loss: 0.0311699 | val_loss: 0.0311793 | Time: 2241.19 ms [2021-11-09 07:05:11 main:574] : INFO : Epoch 1937 | loss: 0.0311684 | val_loss: 0.0311817 | Time: 2258.14 ms [2021-11-09 07:05:13 main:574] : INFO : Epoch 1938 | loss: 0.0311741 | val_loss: 0.0311915 | Time: 2240.55 ms [2021-11-09 07:05:16 main:574] : INFO : Epoch 1939 | loss: 0.0311734 | val_loss: 0.031181 | Time: 2233 ms [2021-11-09 07:05:18 main:574] : INFO : Epoch 1940 | loss: 0.0311702 | val_loss: 0.0311814 | Time: 2235.92 ms [2021-11-09 07:05:20 main:574] : INFO : Epoch 1941 | loss: 0.0311695 | val_loss: 0.0311838 | Time: 2256.98 ms [2021-11-09 07:05:22 main:574] : INFO : Epoch 1942 | loss: 0.0311694 | val_loss: 0.0311812 | Time: 2238.25 ms [2021-11-09 07:05:25 main:574] : INFO : Epoch 1943 | loss: 0.0311695 | val_loss: 0.0311818 | Time: 2234.61 ms [2021-11-09 07:05:27 main:574] : INFO : Epoch 1944 | loss: 0.0311691 | val_loss: 0.03118 | Time: 2244.65 ms [2021-11-09 07:05:29 main:574] : INFO : Epoch 1945 | loss: 0.0311689 | val_loss: 0.0311888 | Time: 2250.18 ms [2021-11-09 07:05:31 main:574] : INFO : Epoch 1946 | loss: 0.0311696 | val_loss: 0.0311833 | Time: 2231.25 ms [2021-11-09 07:05:34 main:574] : INFO : Epoch 1947 | loss: 0.0311708 | val_loss: 0.0311823 | Time: 2232.94 ms [2021-11-09 07:05:36 main:574] : INFO : Epoch 1948 | loss: 0.0311704 | val_loss: 0.0311813 | Time: 2238.84 ms [2021-11-09 07:05:38 main:574] : INFO : Epoch 1949 | loss: 0.0311715 | val_loss: 0.0311833 | Time: 2256.56 ms [2021-11-09 07:05:40 main:574] : INFO : Epoch 1950 | loss: 0.0311693 | val_loss: 0.0311806 | Time: 2253.9 ms [2021-11-09 07:05:43 main:574] : INFO : Epoch 1951 | loss: 0.0311682 | val_loss: 0.0311799 | Time: 2231.42 ms [2021-11-09 07:05:45 main:574] : INFO : Epoch 1952 | loss: 0.0311681 | val_loss: 0.0311806 | Time: 2260.31 ms [2021-11-09 07:05:47 main:574] : INFO : Epoch 1953 | loss: 0.0311698 | val_loss: 0.0311807 | Time: 2254.26 ms [2021-11-09 07:05:49 main:574] : INFO : Epoch 1954 | loss: 0.031171 | val_loss: 0.0311809 | Time: 2255.04 ms [2021-11-09 07:05:52 main:574] : INFO : Epoch 1955 | loss: 0.0311711 | val_loss: 0.0311813 | Time: 2227.51 ms [2021-11-09 07:05:54 main:574] : INFO : Epoch 1956 | loss: 0.0311714 | val_loss: 0.031182 | Time: 2261.95 ms [2021-11-09 07:05:56 main:574] : INFO : Epoch 1957 | loss: 0.0311703 | val_loss: 0.031182 | Time: 2262.51 ms [2021-11-09 07:05:59 main:574] : INFO : Epoch 1958 | loss: 0.0311679 | val_loss: 0.0311796 | Time: 2259.79 ms [2021-11-09 07:06:01 main:574] : INFO : Epoch 1959 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 2244.89 ms [2021-11-09 07:06:03 main:574] : INFO : Epoch 1960 | loss: 0.0311687 | val_loss: 0.0311851 | Time: 2243.01 ms [2021-11-09 07:06:05 main:574] : INFO : Epoch 1961 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 2255.78 ms [2021-11-09 07:06:08 main:574] : INFO : Epoch 1962 | loss: 0.0311685 | val_loss: 0.0311846 | Time: 2245.25 ms [2021-11-09 07:06:10 main:574] : INFO : Epoch 1963 | loss: 0.0311683 | val_loss: 0.0311813 | Time: 2225.47 ms [2021-11-09 07:06:12 main:574] : INFO : Epoch 1964 | loss: 0.0311668 | val_loss: 0.0311791 | Time: 2237.81 ms [2021-11-09 07:06:14 main:574] : INFO : Epoch 1965 | loss: 0.0311682 | val_loss: 0.0311797 | Time: 2259.48 ms [2021-11-09 07:06:17 main:574] : INFO : Epoch 1966 | loss: 0.0311694 | val_loss: 0.0311846 | Time: 2253.54 ms [2021-11-09 07:06:19 main:574] : INFO : Epoch 1967 | loss: 0.0311669 | val_loss: 0.0311828 | Time: 2230.94 ms [2021-11-09 07:06:21 main:574] : INFO : Epoch 1968 | loss: 0.0311676 | val_loss: 0.0311797 | Time: 2225.66 ms [2021-11-09 07:06:23 main:574] : INFO : Epoch 1969 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 2265.55 ms [2021-11-09 07:06:26 main:574] : INFO : Epoch 1970 | loss: 0.0311657 | val_loss: 0.0311814 | Time: 2257.65 ms [2021-11-09 07:06:28 main:574] : INFO : Epoch 1971 | loss: 0.031168 | val_loss: 0.0311851 | Time: 2236.67 ms [2021-11-09 07:06:30 main:574] : INFO : Epoch 1972 | loss: 0.0311667 | val_loss: 0.031184 | Time: 2237 ms [2021-11-09 07:06:32 main:574] : INFO : Epoch 1973 | loss: 0.0311662 | val_loss: 0.0311796 | Time: 2254.54 ms [2021-11-09 07:06:35 main:574] : INFO : Epoch 1974 | loss: 0.031166 | val_loss: 0.0311811 | Time: 2239.1 ms [2021-11-09 07:06:37 main:574] : INFO : Epoch 1975 | loss: 0.0311653 | val_loss: 0.0311811 | Time: 2235.48 ms [2021-11-09 07:06:39 main:574] : INFO : Epoch 1976 | loss: 0.0311636 | val_loss: 0.0311867 | Time: 2232.16 ms [2021-11-09 07:06:41 main:574] : INFO : Epoch 1977 | loss: 0.0311689 | val_loss: 0.0311807 | Time: 2252.3 ms [2021-11-09 07:06:44 main:574] : INFO : Epoch 1978 | loss: 0.0311652 | val_loss: 0.0311801 | Time: 2248.13 ms [2021-11-09 07:06:46 main:574] : INFO : Epoch 1979 | loss: 0.031167 | val_loss: 0.0311838 | Time: 2232.89 ms [2021-11-09 07:06:48 main:574] : INFO : Epoch 1980 | loss: 0.0311674 | val_loss: 0.0311842 | Time: 2233.68 ms [2021-11-09 07:06:50 main:574] : INFO : Epoch 1981 | loss: 0.0311687 | val_loss: 0.0311816 | Time: 2255.05 ms [2021-11-09 07:06:53 main:574] : INFO : Epoch 1982 | loss: 0.0311672 | val_loss: 0.031183 | Time: 2245.38 ms [2021-11-09 07:06:55 main:574] : INFO : Epoch 1983 | loss: 0.0311671 | val_loss: 0.0311795 | Time: 2235.52 ms [2021-11-09 07:06:57 main:574] : INFO : Epoch 1984 | loss: 0.0311663 | val_loss: 0.0311828 | Time: 2237.33 ms [2021-11-09 07:06:59 main:574] : INFO : Epoch 1985 | loss: 0.0311656 | val_loss: 0.0311822 | Time: 2256.03 ms [2021-11-09 07:07:02 main:574] : INFO : Epoch 1986 | loss: 0.0311667 | val_loss: 0.0311813 | Time: 2260.95 ms [2021-11-09 07:07:04 main:574] : INFO : Epoch 1987 | loss: 0.0311644 | val_loss: 0.0311799 | Time: 2244.55 ms [2021-11-09 07:07:06 main:574] : INFO : Epoch 1988 | loss: 0.0311644 | val_loss: 0.0311799 | Time: 2231.67 ms [2021-11-09 07:07:08 main:574] : INFO : Epoch 1989 | loss: 0.0311659 | val_loss: 0.0311838 | Time: 2251.4 ms [2021-11-09 07:07:11 main:574] : INFO : Epoch 1990 | loss: 0.0311649 | val_loss: 0.0311805 | Time: 2248.16 ms [2021-11-09 07:07:13 main:574] : INFO : Epoch 1991 | loss: 0.0311651 | val_loss: 0.0311799 | Time: 2247.22 ms [2021-11-09 07:07:15 main:574] : INFO : Epoch 1992 | loss: 0.0311659 | val_loss: 0.0311891 | Time: 2231.64 ms [2021-11-09 07:07:17 main:574] : INFO : Epoch 1993 | loss: 0.0311669 | val_loss: 0.0311828 | Time: 2259.45 ms [2021-11-09 07:07:20 main:574] : INFO : Epoch 1994 | loss: 0.0311661 | val_loss: 0.0311795 | Time: 2247.73 ms [2021-11-09 07:07:22 main:574] : INFO : Epoch 1995 | loss: 0.0311652 | val_loss: 0.0311801 | Time: 2231.62 ms [2021-11-09 07:07:24 main:574] : INFO : Epoch 1996 | loss: 0.0311682 | val_loss: 0.0311822 | Time: 2229.99 ms [2021-11-09 07:07:26 main:574] : INFO : Epoch 1997 | loss: 0.0311684 | val_loss: 0.031183 | Time: 2263.19 ms [2021-11-09 07:07:29 main:574] : INFO : Epoch 1998 | loss: 0.0311678 | val_loss: 0.0311834 | Time: 2266.51 ms [2021-11-09 07:07:31 main:574] : INFO : Epoch 1999 | loss: 0.0311692 | val_loss: 0.0311838 | Time: 2230.17 ms [2021-11-09 07:07:33 main:574] : INFO : Epoch 2000 | loss: 0.0311666 | val_loss: 0.0311826 | Time: 2232.46 ms [2021-11-09 07:07:35 main:574] : INFO : Epoch 2001 | loss: 0.0311658 | val_loss: 0.031189 | Time: 2251.07 ms [2021-11-09 07:07:38 main:574] : INFO : Epoch 2002 | loss: 0.0311667 | val_loss: 0.0311842 | Time: 2240.92 ms [2021-11-09 07:07:40 main:574] : INFO : Epoch 2003 | loss: 0.031169 | val_loss: 0.0311842 | Time: 2244.02 ms [2021-11-09 07:07:42 main:574] : INFO : Epoch 2004 | loss: 0.0311678 | val_loss: 0.0311835 | Time: 2238.06 ms [2021-11-09 07:07:44 main:574] : INFO : Epoch 2005 | loss: 0.0311694 | val_loss: 0.0311844 | Time: 2254.97 ms [2021-11-09 07:07:47 main:574] : INFO : Epoch 2006 | loss: 0.0311655 | val_loss: 0.0311816 | Time: 2263.64 ms [2021-11-09 07:07:49 main:574] : INFO : Epoch 2007 | loss: 0.031166 | val_loss: 0.0311878 | Time: 2225.19 ms [2021-11-09 07:07:51 main:574] : INFO : Epoch 2008 | loss: 0.0311682 | val_loss: 0.0311848 | Time: 2232.18 ms [2021-11-09 07:07:53 main:574] : INFO : Epoch 2009 | loss: 0.0311655 | val_loss: 0.0311835 | Time: 2252.95 ms [2021-11-09 07:07:56 main:574] : INFO : Epoch 2010 | loss: 0.0311659 | val_loss: 0.03118 | Time: 2242.6 ms [2021-11-09 07:07:58 main:574] : INFO : Epoch 2011 | loss: 0.0311658 | val_loss: 0.0311842 | Time: 2240 ms [2021-11-09 07:08:00 main:574] : INFO : Epoch 2012 | loss: 0.0311672 | val_loss: 0.0311817 | Time: 2239.47 ms [2021-11-09 07:08:02 main:574] : INFO : Epoch 2013 | loss: 0.0311675 | val_loss: 0.0311838 | Time: 2255.54 ms [2021-11-09 07:08:05 main:574] : INFO : Epoch 2014 | loss: 0.0311646 | val_loss: 0.0311807 | Time: 2257.25 ms [2021-11-09 07:08:07 main:574] : INFO : Epoch 2015 | loss: 0.0311656 | val_loss: 0.0311832 | Time: 2242.55 ms [2021-11-09 07:08:09 main:574] : INFO : Epoch 2016 | loss: 0.0311664 | val_loss: 0.0311831 | Time: 2225.72 ms [2021-11-09 07:08:11 main:574] : INFO : Epoch 2017 | loss: 0.0311652 | val_loss: 0.0311831 | Time: 2257.31 ms [2021-11-09 07:08:14 main:574] : INFO : Epoch 2018 | loss: 0.0311664 | val_loss: 0.0311877 | Time: 2259.11 ms [2021-11-09 07:08:16 main:574] : INFO : Epoch 2019 | loss: 0.0311643 | val_loss: 0.0311828 | Time: 2242.56 ms [2021-11-09 07:08:18 main:574] : INFO : Epoch 2020 | loss: 0.0311635 | val_loss: 0.0311815 | Time: 2232.54 ms [2021-11-09 07:08:20 main:574] : INFO : Epoch 2021 | loss: 0.0311626 | val_loss: 0.0311809 | Time: 2262.56 ms [2021-11-09 07:08:23 main:574] : INFO : Epoch 2022 | loss: 0.0311631 | val_loss: 0.0311806 | Time: 2246.57 ms [2021-11-09 07:08:25 main:574] : INFO : Epoch 2023 | loss: 0.0311638 | val_loss: 0.0311817 | Time: 2225.68 ms [2021-11-09 07:08:27 main:574] : INFO : Epoch 2024 | loss: 0.0311672 | val_loss: 0.0311823 | Time: 2236.72 ms [2021-11-09 07:08:29 main:574] : INFO : Epoch 2025 | loss: 0.031164 | val_loss: 0.0311826 | Time: 2258.4 ms [2021-11-09 07:08:32 main:574] : INFO : Epoch 2026 | loss: 0.0311711 | val_loss: 0.0311836 | Time: 2245.63 ms [2021-11-09 07:08:34 main:574] : INFO : Epoch 2027 | loss: 0.031174 | val_loss: 0.0311836 | Time: 2242.63 ms [2021-11-09 07:08:36 main:574] : INFO : Epoch 2028 | loss: 0.0311721 | val_loss: 0.031182 | Time: 2230.67 ms [2021-11-09 07:08:38 main:574] : INFO : Epoch 2029 | loss: 0.0311713 | val_loss: 0.0311854 | Time: 2264.54 ms [2021-11-09 07:08:41 main:574] : INFO : Epoch 2030 | loss: 0.0311702 | val_loss: 0.0311846 | Time: 2241.52 ms [2021-11-09 07:08:43 main:574] : INFO : Epoch 2031 | loss: 0.031169 | val_loss: 0.031182 | Time: 2233.46 ms [2021-11-09 07:08:45 main:574] : INFO : Epoch 2032 | loss: 0.0311686 | val_loss: 0.031183 | Time: 2240.64 ms [2021-11-09 07:08:47 main:574] : INFO : Epoch 2033 | loss: 0.0311693 | val_loss: 0.0311913 | Time: 2259.91 ms [2021-11-09 07:08:50 main:574] : INFO : Epoch 2034 | loss: 0.0311683 | val_loss: 0.0311835 | Time: 2245.88 ms [2021-11-09 07:08:52 main:574] : INFO : Epoch 2035 | loss: 0.0311688 | val_loss: 0.0311812 | Time: 2233.66 ms [2021-11-09 07:08:54 main:574] : INFO : Epoch 2036 | loss: 0.0311707 | val_loss: 0.0311823 | Time: 2245.29 ms [2021-11-09 07:08:56 main:574] : INFO : Epoch 2037 | loss: 0.0311699 | val_loss: 0.0311808 | Time: 2257.46 ms [2021-11-09 07:08:59 main:574] : INFO : Epoch 2038 | loss: 0.0311717 | val_loss: 0.031186 | Time: 2243.47 ms [2021-11-09 07:09:01 main:574] : INFO : Epoch 2039 | loss: 0.0311788 | val_loss: 0.0311852 | Time: 2238.12 ms [2021-11-09 07:09:03 main:574] : INFO : Epoch 2040 | loss: 0.0311867 | val_loss: 0.0312019 | Time: 2232.8 ms [2021-11-09 07:09:05 main:574] : INFO : Epoch 2041 | loss: 0.0314957 | val_loss: 0.0318478 | Time: 2255.89 ms [2021-11-09 07:09:08 main:574] : INFO : Epoch 2042 | loss: 0.0314865 | val_loss: 0.0313458 | Time: 2243.42 ms [2021-11-09 07:09:10 main:574] : INFO : Epoch 2043 | loss: 0.0312584 | val_loss: 0.0312181 | Time: 2238.33 ms [2021-11-09 07:09:12 main:574] : INFO : Epoch 2044 | loss: 0.0311836 | val_loss: 0.0311902 | Time: 2235.84 ms [2021-11-09 07:09:14 main:574] : INFO : Epoch 2045 | loss: 0.031173 | val_loss: 0.0311823 | Time: 2253.12 ms [2021-11-09 07:09:17 main:574] : INFO : Epoch 2046 | loss: 0.0311697 | val_loss: 0.031182 | Time: 2260.88 ms [2021-11-09 07:09:19 main:574] : INFO : Epoch 2047 | loss: 0.0311695 | val_loss: 0.0311865 | Time: 2230.89 ms [2021-11-09 07:09:21 main:574] : INFO : Epoch 2048 | loss: 0.0311694 | val_loss: 0.0311844 | Time: 2240.99 ms [2021-11-09 07:09:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311844 [2021-11-09 07:09:21 main:603] : INFO : Saving end state to config to file [2021-11-09 07:09:21 main:608] : INFO : Success, exiting.. 07:09:21 (14996): 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)