Task 13801392
| Name | ParityModified-1647042369-28110-2-0_0 |
| Workunit | 10884972 |
| Created | 26 Mar 2022, 13:25:46 UTC |
| Sent | 31 Mar 2022, 21:49:00 UTC |
| Report deadline | 8 Apr 2022, 21:49:00 UTC |
| Received | 1 Apr 2022, 10:23:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6170 |
| Run time | 5 hours 41 min 54 sec |
| CPU time | 4 hours 39 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,130.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -04-01 00:53:58 main:574] : INFO : Epoch 1542 | loss: 0.0311772 | val_loss: 0.0311896 | Time: 10064.3 ms [2022-04-01 00:54:10 main:574] : INFO : Epoch 1543 | loss: 0.0311841 | val_loss: 0.0311858 | Time: 12605.9 ms [2022-04-01 00:54:20 main:574] : INFO : Epoch 1544 | loss: 0.0311826 | val_loss: 0.0311893 | Time: 10145.2 ms [2022-04-01 00:54:32 main:574] : INFO : Epoch 1545 | loss: 0.031177 | val_loss: 0.0311869 | Time: 11779.2 ms [2022-04-01 00:54:41 main:574] : INFO : Epoch 1546 | loss: 0.0311749 | val_loss: 0.0311865 | Time: 8290.23 ms [2022-04-01 00:54:54 main:574] : INFO : Epoch 1547 | loss: 0.031173 | val_loss: 0.0311853 | Time: 13445.1 ms [2022-04-01 00:55:05 main:574] : INFO : Epoch 1548 | loss: 0.0311734 | val_loss: 0.0311838 | Time: 10983.1 ms [2022-04-01 00:55:18 main:574] : INFO : Epoch 1549 | loss: 0.0311724 | val_loss: 0.0311854 | Time: 12961.2 ms [2022-04-01 00:55:29 main:574] : INFO : Epoch 1550 | loss: 0.0311723 | val_loss: 0.0311852 | Time: 10823.2 ms [2022-04-01 00:55:39 main:574] : INFO : Epoch 1551 | loss: 0.0311717 | val_loss: 0.0311844 | Time: 10010.1 ms [2022-04-01 00:55:48 main:574] : INFO : Epoch 1552 | loss: 0.0311719 | val_loss: 0.0311861 | Time: 9319.26 ms [2022-04-01 00:55:56 main:574] : INFO : Epoch 1553 | loss: 0.031173 | val_loss: 0.0311848 | Time: 7575.42 ms [2022-04-01 00:56:08 main:574] : INFO : Epoch 1554 | loss: 0.031174 | val_loss: 0.031184 | Time: 11909.2 ms [2022-04-01 00:56:21 main:574] : INFO : Epoch 1555 | loss: 0.0311744 | val_loss: 0.0311964 | Time: 12397.7 ms [2022-04-01 00:56:34 main:574] : INFO : Epoch 1556 | loss: 0.0311794 | val_loss: 0.0311842 | Time: 12949.8 ms [2022-04-01 00:56:47 main:574] : INFO : Epoch 1557 | loss: 0.0311795 | val_loss: 0.0311863 | Time: 13790 ms [2022-04-01 00:56:57 main:574] : INFO : Epoch 1558 | loss: 0.0311826 | val_loss: 0.0311877 | Time: 9668.64 ms [2022-04-01 00:57:11 main:574] : INFO : Epoch 1559 | loss: 0.0311893 | val_loss: 0.0312 | Time: 13375.9 ms [2022-04-01 00:57:23 main:574] : INFO : Epoch 1560 | loss: 0.0311928 | val_loss: 0.031196 | Time: 11936.7 ms [2022-04-01 00:57:32 main:574] : INFO : Epoch 1561 | loss: 0.031185 | val_loss: 0.0311872 | Time: 9129.75 ms [2022-04-01 00:57:40 main:574] : INFO : Epoch 1562 | loss: 0.031182 | val_loss: 0.0311869 | Time: 8393.59 ms [2022-04-01 00:57:48 main:574] : INFO : Epoch 1563 | loss: 0.0311812 | val_loss: 0.0311851 | Time: 7927.46 ms [2022-04-01 00:57:56 main:574] : INFO : Epoch 1564 | loss: 0.0311795 | val_loss: 0.0311846 | Time: 7288.2 ms [2022-04-01 00:58:03 main:574] : INFO : Epoch 1565 | loss: 0.0311785 | val_loss: 0.0311838 | Time: 7007.96 ms [2022-04-01 00:58:10 main:574] : INFO : Epoch 1566 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 6744.62 ms [2022-04-01 00:58:16 main:574] : INFO : Epoch 1567 | loss: 0.0311775 | val_loss: 0.0311827 | Time: 6877.43 ms [2022-04-01 00:58:28 main:574] : INFO : Epoch 1568 | loss: 0.0311767 | val_loss: 0.0311832 | Time: 11395.3 ms [2022-04-01 00:58:37 main:574] : INFO : Epoch 1569 | loss: 0.031177 | val_loss: 0.0311832 | Time: 8539.93 ms [2022-04-01 00:58:49 main:574] : INFO : Epoch 1570 | loss: 0.0311762 | val_loss: 0.0311835 | Time: 12566.9 ms [2022-04-01 00:59:02 main:574] : INFO : Epoch 1571 | loss: 0.0311772 | val_loss: 0.0311841 | Time: 12741.6 ms [2022-04-01 00:59:15 main:574] : INFO : Epoch 1572 | loss: 0.0311782 | val_loss: 0.0311828 | Time: 13198.1 ms [2022-04-01 00:59:26 main:574] : INFO : Epoch 1573 | loss: 0.0311748 | val_loss: 0.031184 | Time: 10614.2 ms [2022-04-01 00:59:36 main:574] : INFO : Epoch 1574 | loss: 0.0311769 | val_loss: 0.0311854 | Time: 9686.48 ms [2022-04-01 00:59:45 main:574] : INFO : Epoch 1575 | loss: 0.0311768 | val_loss: 0.031189 | Time: 9532.74 ms [2022-04-01 00:59:54 main:574] : INFO : Epoch 1576 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 8457.17 ms [2022-04-01 01:00:02 main:574] : INFO : Epoch 1577 | loss: 0.031174 | val_loss: 0.0311855 | Time: 7843.52 ms [2022-04-01 01:00:10 main:574] : INFO : Epoch 1578 | loss: 0.0311762 | val_loss: 0.0311887 | Time: 7792.98 ms [2022-04-01 01:00:17 main:574] : INFO : Epoch 1579 | loss: 0.0311755 | val_loss: 0.0311861 | Time: 7639.96 ms [2022-04-01 01:00:25 main:574] : INFO : Epoch 1580 | loss: 0.0311748 | val_loss: 0.0311848 | Time: 7651.32 ms [2022-04-01 01:00:37 main:574] : INFO : Epoch 1581 | loss: 0.03118 | val_loss: 0.0311887 | Time: 12276 ms [2022-04-01 01:00:51 main:574] : INFO : Epoch 1582 | loss: 0.0311772 | val_loss: 0.0311879 | Time: 13650.5 ms [2022-04-01 01:01:04 main:574] : INFO : Epoch 1583 | loss: 0.0311788 | val_loss: 0.0311857 | Time: 13245.3 ms [2022-04-01 01:01:14 main:574] : INFO : Epoch 1584 | loss: 0.0311784 | val_loss: 0.0311852 | Time: 9447.08 ms [2022-04-01 01:01:22 main:574] : INFO : Epoch 1585 | loss: 0.0311791 | val_loss: 0.0311867 | Time: 8005.38 ms [2022-04-01 01:01:35 main:574] : INFO : Epoch 1586 | loss: 0.0311809 | val_loss: 0.0311828 | Time: 12820.3 ms [2022-04-01 01:01:45 main:574] : INFO : Epoch 1587 | loss: 0.0311816 | val_loss: 0.0311897 | Time: 10149.5 ms [2022-04-01 01:01:58 main:574] : INFO : Epoch 1588 | loss: 0.0311928 | val_loss: 0.0311994 | Time: 12472.4 ms [2022-04-01 01:02:11 main:574] : INFO : Epoch 1589 | loss: 0.0311964 | val_loss: 0.0311967 | Time: 13008.7 ms [2022-04-01 01:02:24 main:574] : INFO : Epoch 1590 | loss: 0.0311905 | val_loss: 0.0311961 | Time: 12965.6 ms [2022-04-01 01:02:34 main:574] : INFO : Epoch 1591 | loss: 0.0311888 | val_loss: 0.0311915 | Time: 10374.8 ms [2022-04-01 01:02:43 main:574] : INFO : Epoch 1592 | loss: 0.0311854 | val_loss: 0.0311899 | Time: 8857.63 ms [2022-04-01 01:02:52 main:574] : INFO : Epoch 1593 | loss: 0.0311836 | val_loss: 0.0311902 | Time: 8583.58 ms [2022-04-01 01:03:00 main:574] : INFO : Epoch 1594 | loss: 0.0311821 | val_loss: 0.0311875 | Time: 8102.01 ms [2022-04-01 01:03:12 main:574] : INFO : Epoch 1595 | loss: 0.0311818 | val_loss: 0.0311885 | Time: 12097.8 ms [2022-04-01 01:03:21 main:574] : INFO : Epoch 1596 | loss: 0.0311814 | val_loss: 0.0311884 | Time: 8652.73 ms [2022-04-01 01:03:28 main:574] : INFO : Epoch 1597 | loss: 0.0311814 | val_loss: 0.0311898 | Time: 7389.5 ms [2022-04-01 01:03:41 main:574] : INFO : Epoch 1598 | loss: 0.0311814 | val_loss: 0.0311873 | Time: 12903.8 ms [2022-04-01 01:03:54 main:574] : INFO : Epoch 1599 | loss: 0.0311805 | val_loss: 0.031188 | Time: 12875.9 ms [2022-04-01 01:04:05 main:574] : INFO : Epoch 1600 | loss: 0.0311796 | val_loss: 0.0311878 | Time: 10497.9 ms [2022-04-01 01:04:15 main:574] : INFO : Epoch 1601 | loss: 0.0311817 | val_loss: 0.0311915 | Time: 9658.72 ms [2022-04-01 01:04:22 main:574] : INFO : Epoch 1602 | loss: 0.0311866 | val_loss: 0.0311943 | Time: 7573.8 ms [2022-04-01 01:04:34 main:574] : INFO : Epoch 1603 | loss: 0.0312111 | val_loss: 0.0312608 | Time: 12012.6 ms [2022-04-01 01:04:47 main:574] : INFO : Epoch 1604 | loss: 0.0344505 | val_loss: 0.0330309 | Time: 12244.2 ms [2022-04-01 01:04:57 main:574] : INFO : Epoch 1605 | loss: 0.0359877 | val_loss: 0.0325779 | Time: 10394.3 ms [2022-04-01 01:05:10 main:574] : INFO : Epoch 1606 | loss: 0.0324875 | val_loss: 0.0319645 | Time: 12911.3 ms [2022-04-01 01:05:20 main:574] : INFO : Epoch 1607 | loss: 0.0314854 | val_loss: 0.0312892 | Time: 9863.05 ms [2022-04-01 01:05:29 main:574] : INFO : Epoch 1608 | loss: 0.0312787 | val_loss: 0.0312399 | Time: 9238.04 ms [2022-04-01 01:05:38 main:574] : INFO : Epoch 1609 | loss: 0.0312333 | val_loss: 0.0312207 | Time: 8457.15 ms [2022-04-01 01:05:51 main:574] : INFO : Epoch 1610 | loss: 0.0312198 | val_loss: 0.031213 | Time: 12860.6 ms [2022-04-01 01:05:59 main:574] : INFO : Epoch 1611 | loss: 0.0312137 | val_loss: 0.031209 | Time: 7981.63 ms [2022-04-01 01:06:06 main:574] : INFO : Epoch 1612 | loss: 0.031209 | val_loss: 0.031204 | Time: 6908.58 ms [2022-04-01 01:06:18 main:574] : INFO : Epoch 1613 | loss: 0.0312068 | val_loss: 0.0312049 | Time: 11744.6 ms [2022-04-01 01:06:31 main:574] : INFO : Epoch 1614 | loss: 0.031202 | val_loss: 0.0311984 | Time: 13353.8 ms [2022-04-01 01:06:41 main:574] : INFO : Epoch 1615 | loss: 0.0311996 | val_loss: 0.0311976 | Time: 10264.9 ms [2022-04-01 01:06:51 main:574] : INFO : Epoch 1616 | loss: 0.0311959 | val_loss: 0.0311934 | Time: 9364.76 ms [2022-04-01 01:07:05 main:574] : INFO : Epoch 1617 | loss: 0.0311946 | val_loss: 0.031193 | Time: 13711.8 ms [2022-04-01 01:07:16 main:574] : INFO : Epoch 1618 | loss: 0.0311935 | val_loss: 0.0311919 | Time: 11154.8 ms [2022-04-01 01:07:24 main:574] : INFO : Epoch 1619 | loss: 0.0311935 | val_loss: 0.0311956 | Time: 7989.76 ms [2022-04-01 01:07:36 main:574] : INFO : Epoch 1620 | loss: 0.0311935 | val_loss: 0.0311927 | Time: 12531.9 ms [2022-04-01 01:07:47 main:574] : INFO : Epoch 1621 | loss: 0.0311927 | val_loss: 0.0311883 | Time: 10199.6 ms [2022-04-01 01:08:00 main:574] : INFO : Epoch 1622 | loss: 0.0311896 | val_loss: 0.0311899 | Time: 13255.4 ms [2022-04-01 01:08:09 main:574] : INFO : Epoch 1623 | loss: 0.0311898 | val_loss: 0.0311881 | Time: 9293.75 ms [2022-04-01 01:08:22 main:574] : INFO : Epoch 1624 | loss: 0.0311894 | val_loss: 0.0311899 | Time: 12662.6 ms [2022-04-01 01:08:34 main:574] : INFO : Epoch 1625 | loss: 0.0311907 | val_loss: 0.0311914 | Time: 11914.1 ms [2022-04-01 01:08:44 main:574] : INFO : Epoch 1626 | loss: 0.0311915 | val_loss: 0.0311873 | Time: 9758.08 ms [2022-04-01 01:08:56 main:574] : INFO : Epoch 1627 | loss: 0.0311906 | val_loss: 0.031189 | Time: 12084.7 ms [2022-04-01 01:09:05 main:574] : INFO : Epoch 1628 | loss: 0.0311903 | val_loss: 0.0311867 | Time: 8778.13 ms [2022-04-01 01:09:13 main:574] : INFO : Epoch 1629 | loss: 0.0311885 | val_loss: 0.0311919 | Time: 7564.67 ms [2022-04-01 01:09:20 main:574] : INFO : Epoch 1630 | loss: 0.0311898 | val_loss: 0.0311882 | Time: 7609.75 ms [2022-04-01 01:09:28 main:574] : INFO : Epoch 1631 | loss: 0.0311912 | val_loss: 0.0311868 | Time: 7536.94 ms [2022-04-01 01:09:35 main:574] : INFO : Epoch 1632 | loss: 0.0311861 | val_loss: 0.0311888 | Time: 7509.53 ms [2022-04-01 01:09:48 main:574] : INFO : Epoch 1633 | loss: 0.0311854 | val_loss: 0.0311862 | Time: 12903.1 ms [2022-04-01 01:09:58 main:574] : INFO : Epoch 1634 | loss: 0.031186 | val_loss: 0.0311881 | Time: 9421.83 ms [2022-04-01 01:10:11 main:574] : INFO : Epoch 1635 | loss: 0.0311859 | val_loss: 0.0311871 | Time: 13527.6 ms [2022-04-01 01:10:24 main:574] : INFO : Epoch 1636 | loss: 0.0311871 | val_loss: 0.031188 | Time: 12330 ms [2022-04-01 01:10:34 main:574] : INFO : Epoch 1637 | loss: 0.0311851 | val_loss: 0.0311873 | Time: 10038.6 ms [2022-04-01 01:10:42 main:574] : INFO : Epoch 1638 | loss: 0.031183 | val_loss: 0.0311863 | Time: 8313.48 ms [2022-04-01 01:10:50 main:574] : INFO : Epoch 1639 | loss: 0.0311811 | val_loss: 0.0311848 | Time: 7128.21 ms [2022-04-01 01:11:01 main:574] : INFO : Epoch 1640 | loss: 0.0311798 | val_loss: 0.0311835 | Time: 11521.5 ms [2022-04-01 01:11:10 main:574] : INFO : Epoch 1641 | loss: 0.0311794 | val_loss: 0.0311838 | Time: 8561.98 ms [2022-04-01 01:11:18 main:574] : INFO : Epoch 1642 | loss: 0.0311788 | val_loss: 0.0311855 | Time: 8422.98 ms [2022-04-01 01:11:27 main:574] : INFO : Epoch 1643 | loss: 0.0311793 | val_loss: 0.0311868 | Time: 8541.66 ms [2022-04-01 01:11:39 main:574] : INFO : Epoch 1644 | loss: 0.0311825 | val_loss: 0.0311852 | Time: 12402.4 ms [2022-04-01 01:11:49 main:574] : INFO : Epoch 1645 | loss: 0.0311799 | val_loss: 0.0311864 | Time: 9464.9 ms [2022-04-01 01:11:58 main:574] : INFO : Epoch 1646 | loss: 0.0311781 | val_loss: 0.0311835 | Time: 9238.35 ms [2022-04-01 01:12:12 main:574] : INFO : Epoch 1647 | loss: 0.0311788 | val_loss: 0.0311831 | Time: 13881.8 ms [2022-04-01 01:12:24 main:574] : INFO : Epoch 1648 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 11685.2 ms [2022-04-01 01:12:35 main:574] : INFO : Epoch 1649 | loss: 0.0311773 | val_loss: 0.0311845 | Time: 10752.2 ms [2022-04-01 01:12:47 main:574] : INFO : Epoch 1650 | loss: 0.0311773 | val_loss: 0.0311876 | Time: 12040.7 ms [2022-04-01 01:12:56 main:574] : INFO : Epoch 1651 | loss: 0.0311785 | val_loss: 0.0311835 | Time: 9367.7 ms [2022-04-01 01:13:05 main:574] : INFO : Epoch 1652 | loss: 0.0311769 | val_loss: 0.0311832 | Time: 9015.25 ms [2022-04-01 01:13:13 main:574] : INFO : Epoch 1653 | loss: 0.0311765 | val_loss: 0.031185 | Time: 7670.81 ms [2022-04-01 01:13:20 main:574] : INFO : Epoch 1654 | loss: 0.0311777 | val_loss: 0.0311844 | Time: 7004.56 ms [2022-04-01 01:13:27 main:574] : INFO : Epoch 1655 | loss: 0.0311789 | val_loss: 0.031184 | Time: 6670.3 ms [2022-04-01 01:13:34 main:574] : INFO : Epoch 1656 | loss: 0.0311753 | val_loss: 0.0311826 | Time: 6952.51 ms [2022-04-01 01:13:41 main:574] : INFO : Epoch 1657 | loss: 0.0311753 | val_loss: 0.0311843 | Time: 6824.14 ms [2022-04-01 01:13:47 main:574] : INFO : Epoch 1658 | loss: 0.0311749 | val_loss: 0.0311832 | Time: 6795.33 ms [2022-04-01 01:13:54 main:574] : INFO : Epoch 1659 | loss: 0.0311754 | val_loss: 0.0311844 | Time: 6816.48 ms [2022-04-01 01:14:01 main:574] : INFO : Epoch 1660 | loss: 0.0311738 | val_loss: 0.0311838 | Time: 6923.44 ms [2022-04-01 01:14:08 main:574] : INFO : Epoch 1661 | loss: 0.0311745 | val_loss: 0.0311842 | Time: 6809.16 ms [2022-04-01 01:14:15 main:574] : INFO : Epoch 1662 | loss: 0.0311767 | val_loss: 0.0311848 | Time: 6710.98 ms [2022-04-01 01:14:22 main:574] : INFO : Epoch 1663 | loss: 0.0311783 | val_loss: 0.0311843 | Time: 6659.1 ms [2022-04-01 01:14:34 main:574] : INFO : Epoch 1664 | loss: 0.031178 | val_loss: 0.031184 | Time: 11908.1 ms [2022-04-01 01:14:43 main:574] : INFO : Epoch 1665 | loss: 0.0311773 | val_loss: 0.0311841 | Time: 8847.52 ms [2022-04-01 01:14:56 main:574] : INFO : Epoch 1666 | loss: 0.0311767 | val_loss: 0.0311832 | Time: 12821.4 ms [2022-04-01 01:15:07 main:574] : INFO : Epoch 1667 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 11319.8 ms [2022-04-01 01:15:17 main:574] : INFO : Epoch 1668 | loss: 0.0311771 | val_loss: 0.031188 | Time: 9607.31 ms [2022-04-01 01:15:26 main:574] : INFO : Epoch 1669 | loss: 0.0311774 | val_loss: 0.0311843 | Time: 9318.81 ms [2022-04-01 01:15:40 main:574] : INFO : Epoch 1670 | loss: 0.0311764 | val_loss: 0.0311817 | Time: 13680.2 ms [2022-04-01 01:15:50 main:574] : INFO : Epoch 1671 | loss: 0.0311754 | val_loss: 0.0311847 | Time: 10512.2 ms [2022-04-01 01:16:03 main:574] : INFO : Epoch 1672 | loss: 0.0311747 | val_loss: 0.0311828 | Time: 12290 ms [2022-04-01 01:16:16 main:574] : INFO : Epoch 1673 | loss: 0.0311744 | val_loss: 0.0311849 | Time: 13083.2 ms [2022-04-01 01:16:26 main:574] : INFO : Epoch 1674 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 9533.74 ms [2022-04-01 01:16:33 main:574] : INFO : Epoch 1675 | loss: 0.0311747 | val_loss: 0.0311832 | Time: 7759.58 ms [2022-04-01 01:16:41 main:574] : INFO : Epoch 1676 | loss: 0.0311738 | val_loss: 0.0311827 | Time: 7813.66 ms [2022-04-01 01:16:55 main:574] : INFO : Epoch 1677 | loss: 0.0311729 | val_loss: 0.0311823 | Time: 13670.6 ms [2022-04-01 01:17:05 main:574] : INFO : Epoch 1678 | loss: 0.0311746 | val_loss: 0.0311843 | Time: 10274 ms [2022-04-01 01:17:14 main:574] : INFO : Epoch 1679 | loss: 0.031174 | val_loss: 0.0311844 | Time: 8617.36 ms [2022-04-01 01:17:21 main:574] : INFO : Epoch 1680 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 7047.77 ms [2022-04-01 01:17:34 main:574] : INFO : Epoch 1681 | loss: 0.0311723 | val_loss: 0.0311865 | Time: 12357.4 ms [2022-04-01 01:17:41 main:574] : INFO : Epoch 1682 | loss: 0.0311746 | val_loss: 0.0311859 | Time: 7438.37 ms [2022-04-01 01:17:54 main:574] : INFO : Epoch 1683 | loss: 0.0311746 | val_loss: 0.0311856 | Time: 13042.1 ms [2022-04-01 01:18:05 main:574] : INFO : Epoch 1684 | loss: 0.0311755 | val_loss: 0.031186 | Time: 10631.9 ms [2022-04-01 01:18:19 main:574] : INFO : Epoch 1685 | loss: 0.0311737 | val_loss: 0.031184 | Time: 13741.3 ms [2022-04-01 01:18:29 main:574] : INFO : Epoch 1686 | loss: 0.031173 | val_loss: 0.0311859 | Time: 10750.8 ms [2022-04-01 01:18:42 main:574] : INFO : Epoch 1687 | loss: 0.0311729 | val_loss: 0.031185 | Time: 12267.2 ms [2022-04-01 01:18:56 main:574] : INFO : Epoch 1688 | loss: 0.0311727 | val_loss: 0.0311852 | Time: 13796.8 ms [2022-04-01 01:19:07 main:574] : INFO : Epoch 1689 | loss: 0.0311742 | val_loss: 0.0311852 | Time: 11684.8 ms [2022-04-01 01:19:17 main:574] : INFO : Epoch 1690 | loss: 0.0311738 | val_loss: 0.0311829 | Time: 9399.75 ms [2022-04-01 01:19:31 main:574] : INFO : Epoch 1691 | loss: 0.0311725 | val_loss: 0.0311815 | Time: 14060.9 ms [2022-04-01 01:19:42 main:574] : INFO : Epoch 1692 | loss: 0.0311733 | val_loss: 0.0311868 | Time: 10804.4 ms [2022-04-01 01:19:52 main:574] : INFO : Epoch 1693 | loss: 0.0311745 | val_loss: 0.0311846 | Time: 9848.29 ms [2022-04-01 01:20:01 main:574] : INFO : Epoch 1694 | loss: 0.0311744 | val_loss: 0.0311831 | Time: 9476.46 ms [2022-04-01 01:20:10 main:574] : INFO : Epoch 1695 | loss: 0.0311738 | val_loss: 0.0311833 | Time: 8319.25 ms [2022-04-01 01:20:18 main:574] : INFO : Epoch 1696 | loss: 0.031172 | val_loss: 0.0311833 | Time: 8030.34 ms [2022-04-01 01:20:32 main:574] : INFO : Epoch 1697 | loss: 0.0311729 | val_loss: 0.031183 | Time: 14237.4 ms [2022-04-01 01:20:45 main:574] : INFO : Epoch 1698 | loss: 0.0311706 | val_loss: 0.0311894 | Time: 12885.6 ms [2022-04-01 01:20:57 main:574] : INFO : Epoch 1699 | loss: 0.0311733 | val_loss: 0.031183 | Time: 12064.1 ms [2022-04-01 01:21:08 main:574] : INFO : Epoch 1700 | loss: 0.0311696 | val_loss: 0.0311832 | Time: 10332.3 ms [2022-04-01 01:21:16 main:574] : INFO : Epoch 1701 | loss: 0.0311747 | val_loss: 0.0311842 | Time: 8606.4 ms [2022-04-01 01:21:25 main:574] : INFO : Epoch 1702 | loss: 0.0311752 | val_loss: 0.0311832 | Time: 8266.02 ms [2022-04-01 01:21:33 main:574] : INFO : Epoch 1703 | loss: 0.031175 | val_loss: 0.0311826 | Time: 7892.38 ms [2022-04-01 01:21:40 main:574] : INFO : Epoch 1704 | loss: 0.0311753 | val_loss: 0.0311901 | Time: 7616.79 ms [2022-04-01 01:21:48 main:574] : INFO : Epoch 1705 | loss: 0.0311754 | val_loss: 0.0311899 | Time: 7259.85 ms [2022-04-01 01:21:55 main:574] : INFO : Epoch 1706 | loss: 0.0311767 | val_loss: 0.0311868 | Time: 7408.74 ms [2022-04-01 01:22:07 main:574] : INFO : Epoch 1707 | loss: 0.0311755 | val_loss: 0.0311862 | Time: 12202.4 ms [2022-04-01 01:22:21 main:574] : INFO : Epoch 1708 | loss: 0.0311747 | val_loss: 0.0311858 | Time: 13578.4 ms [2022-04-01 01:22:35 main:574] : INFO : Epoch 1709 | loss: 0.0311732 | val_loss: 0.031184 | Time: 13774.4 ms [2022-04-01 01:22:48 main:574] : INFO : Epoch 1710 | loss: 0.0311798 | val_loss: 0.0311858 | Time: 13021.7 ms [2022-04-01 01:23:01 main:574] : INFO : Epoch 1711 | loss: 0.03118 | val_loss: 0.0311865 | Time: 13246.9 ms [2022-04-01 01:23:14 main:574] : INFO : Epoch 1712 | loss: 0.031176 | val_loss: 0.0311822 | Time: 12764.1 ms [2022-04-01 01:23:29 main:574] : INFO : Epoch 1713 | loss: 0.0311752 | val_loss: 0.0311874 | Time: 14304.7 ms [2022-04-01 01:23:42 main:574] : INFO : Epoch 1714 | loss: 0.0311795 | val_loss: 0.0311831 | Time: 13670 ms [2022-04-01 01:23:53 main:574] : INFO : Epoch 1715 | loss: 0.0311775 | val_loss: 0.0311839 | Time: 10701.8 ms [2022-04-01 01:24:03 main:574] : INFO : Epoch 1716 | loss: 0.0311785 | val_loss: 0.0311872 | Time: 10269.3 ms [2022-04-01 01:24:12 main:574] : INFO : Epoch 1717 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 8894.59 ms [2022-04-01 01:24:21 main:574] : INFO : Epoch 1718 | loss: 0.0311754 | val_loss: 0.0311831 | Time: 8176.01 ms [2022-04-01 01:24:28 main:574] : INFO : Epoch 1719 | loss: 0.031176 | val_loss: 0.0311857 | Time: 7805.92 ms [2022-04-01 01:24:36 main:574] : INFO : Epoch 1720 | loss: 0.0311759 | val_loss: 0.0311808 | Time: 7744.36 ms [2022-04-01 01:24:43 main:574] : INFO : Epoch 1721 | loss: 0.0311746 | val_loss: 0.031181 | Time: 7084.06 ms [2022-04-01 01:24:50 main:574] : INFO : Epoch 1722 | loss: 0.0311745 | val_loss: 0.0311811 | Time: 7001.16 ms [2022-04-01 01:24:57 main:574] : INFO : Epoch 1723 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 6975.22 ms [2022-04-01 01:25:04 main:574] : INFO : Epoch 1724 | loss: 0.0311762 | val_loss: 0.0311866 | Time: 6891.81 ms [2022-04-01 01:25:11 main:574] : INFO : Epoch 1725 | loss: 0.0311761 | val_loss: 0.03118 | Time: 6727.18 ms [2022-04-01 01:25:18 main:574] : INFO : Epoch 1726 | loss: 0.0311755 | val_loss: 0.0311804 | Time: 6843.52 ms [2022-04-01 01:25:29 main:574] : INFO : Epoch 1727 | loss: 0.0311761 | val_loss: 0.0311831 | Time: 10830.1 ms [2022-04-01 01:25:42 main:574] : INFO : Epoch 1728 | loss: 0.0311744 | val_loss: 0.0311807 | Time: 12651.1 ms [2022-04-01 01:25:52 main:574] : INFO : Epoch 1729 | loss: 0.031175 | val_loss: 0.0311823 | Time: 10029.4 ms [2022-04-01 01:26:05 main:574] : INFO : Epoch 1730 | loss: 0.0311756 | val_loss: 0.0311813 | Time: 12680 ms [2022-04-01 01:26:15 main:574] : INFO : Epoch 1731 | loss: 0.031173 | val_loss: 0.0311794 | Time: 10673.2 ms [2022-04-01 01:26:28 main:574] : INFO : Epoch 1732 | loss: 0.0311745 | val_loss: 0.0311806 | Time: 12667.7 ms [2022-04-01 01:26:41 main:574] : INFO : Epoch 1733 | loss: 0.0311734 | val_loss: 0.0311796 | Time: 12690.2 ms [2022-04-01 01:26:54 main:574] : INFO : Epoch 1734 | loss: 0.0311743 | val_loss: 0.0311807 | Time: 13260.7 ms [2022-04-01 01:27:03 main:574] : INFO : Epoch 1735 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 8924.29 ms [2022-04-01 01:27:11 main:574] : INFO : Epoch 1736 | loss: 0.0311726 | val_loss: 0.0311816 | Time: 8047.47 ms [2022-04-01 01:27:19 main:574] : INFO : Epoch 1737 | loss: 0.0311724 | val_loss: 0.0311818 | Time: 7956.1 ms [2022-04-01 01:27:32 main:574] : INFO : Epoch 1738 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 12331.5 ms [2022-04-01 01:27:44 main:574] : INFO : Epoch 1739 | loss: 0.0311732 | val_loss: 0.0311833 | Time: 12331.2 ms [2022-04-01 01:27:53 main:574] : INFO : Epoch 1740 | loss: 0.0311728 | val_loss: 0.0311838 | Time: 8607.84 ms [2022-04-01 01:28:01 main:574] : INFO : Epoch 1741 | loss: 0.0311749 | val_loss: 0.031182 | Time: 7653.97 ms [2022-04-01 01:28:08 main:574] : INFO : Epoch 1742 | loss: 0.031175 | val_loss: 0.0311821 | Time: 7551.6 ms [2022-04-01 01:28:15 main:574] : INFO : Epoch 1743 | loss: 0.0311757 | val_loss: 0.0311875 | Time: 7042.67 ms [2022-04-01 01:28:29 main:574] : INFO : Epoch 1744 | loss: 0.0311753 | val_loss: 0.0311814 | Time: 13781 ms [2022-04-01 01:28:40 main:574] : INFO : Epoch 1745 | loss: 0.0311738 | val_loss: 0.0311826 | Time: 11084.6 ms [2022-04-01 01:28:55 main:574] : INFO : Epoch 1746 | loss: 0.0311723 | val_loss: 0.0311831 | Time: 14131.7 ms [2022-04-01 01:29:06 main:574] : INFO : Epoch 1747 | loss: 0.0311741 | val_loss: 0.031186 | Time: 11372.2 ms [2022-04-01 01:29:19 main:574] : INFO : Epoch 1748 | loss: 0.0311729 | val_loss: 0.0311826 | Time: 13332 ms [2022-04-01 01:29:33 main:574] : INFO : Epoch 1749 | loss: 0.0311723 | val_loss: 0.0311873 | Time: 13689.3 ms [2022-04-01 01:29:44 main:574] : INFO : Epoch 1750 | loss: 0.0311717 | val_loss: 0.031186 | Time: 10637.5 ms [2022-04-01 01:29:58 main:574] : INFO : Epoch 1751 | loss: 0.0311717 | val_loss: 0.0311825 | Time: 13561.6 ms [2022-04-01 01:30:13 main:574] : INFO : Epoch 1752 | loss: 0.0311729 | val_loss: 0.0311831 | Time: 14801 ms [2022-04-01 01:30:26 main:574] : INFO : Epoch 1753 | loss: 0.0311734 | val_loss: 0.0311828 | Time: 13083.8 ms [2022-04-01 01:30:39 main:574] : INFO : Epoch 1754 | loss: 0.0311742 | val_loss: 0.0311825 | Time: 13343.9 ms [2022-04-01 01:30:51 main:574] : INFO : Epoch 1755 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 11634.7 ms [2022-04-01 01:30:59 main:574] : INFO : Epoch 1756 | loss: 0.0311739 | val_loss: 0.0311826 | Time: 8642.28 ms [2022-04-01 01:31:13 main:574] : INFO : Epoch 1757 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 13135.8 ms [2022-04-01 01:31:22 main:574] : INFO : Epoch 1758 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 9754.13 ms [2022-04-01 01:31:36 main:574] : INFO : Epoch 1759 | loss: 0.031178 | val_loss: 0.0311785 | Time: 13104.9 ms [2022-04-01 01:31:50 main:574] : INFO : Epoch 1760 | loss: 0.0311755 | val_loss: 0.0311804 | Time: 13820.3 ms [2022-04-01 01:32:03 main:574] : INFO : Epoch 1761 | loss: 0.0311737 | val_loss: 0.0311842 | Time: 13723 ms [2022-04-01 01:32:14 main:574] : INFO : Epoch 1762 | loss: 0.0311756 | val_loss: 0.031183 | Time: 10080.8 ms [2022-04-01 01:32:22 main:574] : INFO : Epoch 1763 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 8652.12 ms [2022-04-01 01:32:30 main:574] : INFO : Epoch 1764 | loss: 0.0311743 | val_loss: 0.0311826 | Time: 7683.75 ms [2022-04-01 01:32:38 main:574] : INFO : Epoch 1765 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 8088.45 ms [2022-04-01 01:32:46 main:574] : INFO : Epoch 1766 | loss: 0.0311737 | val_loss: 0.0311815 | Time: 7941.35 ms [2022-04-01 01:32:53 main:574] : INFO : Epoch 1767 | loss: 0.0311728 | val_loss: 0.0311812 | Time: 7161.86 ms [2022-04-01 01:33:07 main:574] : INFO : Epoch 1768 | loss: 0.031173 | val_loss: 0.0311838 | Time: 13379.3 ms [2022-04-01 01:33:20 main:574] : INFO : Epoch 1769 | loss: 0.0311728 | val_loss: 0.0311842 | Time: 13090 ms [2022-04-01 01:33:30 main:574] : INFO : Epoch 1770 | loss: 0.0311726 | val_loss: 0.0311835 | Time: 9608.91 ms [2022-04-01 01:33:42 main:574] : INFO : Epoch 1771 | loss: 0.0311729 | val_loss: 0.031183 | Time: 12293 ms [2022-04-01 01:33:52 main:574] : INFO : Epoch 1772 | loss: 0.031173 | val_loss: 0.0311812 | Time: 9997.08 ms [2022-04-01 01:34:06 main:574] : INFO : Epoch 1773 | loss: 0.031171 | val_loss: 0.0311823 | Time: 13817.6 ms [2022-04-01 01:34:20 main:574] : INFO : Epoch 1774 | loss: 0.0311703 | val_loss: 0.0311809 | Time: 14219.1 ms [2022-04-01 01:34:32 main:574] : INFO : Epoch 1775 | loss: 0.0311705 | val_loss: 0.0311853 | Time: 11257.7 ms [2022-04-01 01:34:41 main:574] : INFO : Epoch 1776 | loss: 0.0311732 | val_loss: 0.0311832 | Time: 9913.45 ms [2022-04-01 01:34:51 main:574] : INFO : Epoch 1777 | loss: 0.0311747 | val_loss: 0.0311828 | Time: 9817.77 ms [2022-04-01 01:35:01 main:574] : INFO : Epoch 1778 | loss: 0.0311743 | val_loss: 0.0311831 | Time: 9648.26 ms [2022-04-01 01:35:15 main:574] : INFO : Epoch 1779 | loss: 0.0311725 | val_loss: 0.0311822 | Time: 13629.6 ms [2022-04-01 01:35:25 main:574] : INFO : Epoch 1780 | loss: 0.0311722 | val_loss: 0.031185 | Time: 10133 ms [2022-04-01 01:35:35 main:574] : INFO : Epoch 1781 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 9707.25 ms [2022-04-01 01:35:43 main:574] : INFO : Epoch 1782 | loss: 0.031174 | val_loss: 0.0311826 | Time: 8456.87 ms [2022-04-01 01:35:51 main:574] : INFO : Epoch 1783 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 8089.12 ms [2022-04-01 01:35:59 main:574] : INFO : Epoch 1784 | loss: 0.031171 | val_loss: 0.0311826 | Time: 7300.69 ms [2022-04-01 01:36:06 main:574] : INFO : Epoch 1785 | loss: 0.03117 | val_loss: 0.0311815 | Time: 6994.49 ms [2022-04-01 01:36:13 main:574] : INFO : Epoch 1786 | loss: 0.0311719 | val_loss: 0.0311811 | Time: 6876.46 ms [2022-04-01 01:36:20 main:574] : INFO : Epoch 1787 | loss: 0.0311754 | val_loss: 0.0311818 | Time: 6809.93 ms [2022-04-01 01:36:26 main:574] : INFO : Epoch 1788 | loss: 0.0311713 | val_loss: 0.0311837 | Time: 6816.65 ms [2022-04-01 01:36:38 main:574] : INFO : Epoch 1789 | loss: 0.0311724 | val_loss: 0.0311809 | Time: 11316.4 ms [2022-04-01 01:36:46 main:574] : INFO : Epoch 1790 | loss: 0.031172 | val_loss: 0.0311778 | Time: 8505.96 ms [2022-04-01 01:36:54 main:574] : INFO : Epoch 1791 | loss: 0.0311696 | val_loss: 0.0311792 | Time: 7585.08 ms [2022-04-01 01:37:01 main:574] : INFO : Epoch 1792 | loss: 0.0311695 | val_loss: 0.0311791 | Time: 6702.86 ms [2022-04-01 01:37:08 main:574] : INFO : Epoch 1793 | loss: 0.0311706 | val_loss: 0.0311853 | Time: 6819.01 ms [2022-04-01 01:37:15 main:574] : INFO : Epoch 1794 | loss: 0.0311796 | val_loss: 0.0311862 | Time: 6804.67 ms [2022-04-01 01:37:27 main:574] : INFO : Epoch 1795 | loss: 0.0311844 | val_loss: 0.0311866 | Time: 12214.1 ms [2022-04-01 01:37:40 main:574] : INFO : Epoch 1796 | loss: 0.0311853 | val_loss: 0.0311908 | Time: 13084.6 ms [2022-04-01 01:37:51 main:574] : INFO : Epoch 1797 | loss: 0.0311869 | val_loss: 0.0311913 | Time: 10561.5 ms [2022-04-01 01:37:58 main:574] : INFO : Epoch 1798 | loss: 0.0311839 | val_loss: 0.0311857 | Time: 7473.38 ms [2022-04-01 01:38:05 main:574] : INFO : Epoch 1799 | loss: 0.0311822 | val_loss: 0.0311876 | Time: 7229.54 ms [2022-04-01 01:38:13 main:574] : INFO : Epoch 1800 | loss: 0.0311819 | val_loss: 0.031188 | Time: 7290.21 ms [2022-04-01 01:38:20 main:574] : INFO : Epoch 1801 | loss: 0.0311847 | val_loss: 0.0311976 | Time: 7389.99 ms [2022-04-01 01:38:27 main:574] : INFO : Epoch 1802 | loss: 0.0311864 | val_loss: 0.0311908 | Time: 7123.05 ms [2022-04-01 01:38:41 main:574] : INFO : Epoch 1803 | loss: 0.0311857 | val_loss: 0.0311894 | Time: 13355.3 ms [2022-04-01 01:38:50 main:574] : INFO : Epoch 1804 | loss: 0.0311831 | val_loss: 0.031187 | Time: 9563.65 ms [2022-04-01 01:39:00 main:574] : INFO : Epoch 1805 | loss: 0.0311809 | val_loss: 0.031184 | Time: 9292.2 ms [2022-04-01 01:39:08 main:574] : INFO : Epoch 1806 | loss: 0.0311819 | val_loss: 0.0311879 | Time: 8197.84 ms [2022-04-01 01:39:22 main:574] : INFO : Epoch 1807 | loss: 0.0311879 | val_loss: 0.0311933 | Time: 13512.3 ms [2022-04-01 01:39:31 main:574] : INFO : Epoch 1808 | loss: 0.0311884 | val_loss: 0.0311937 | Time: 9609.21 ms [2022-04-01 01:39:45 main:574] : INFO : Epoch 1809 | loss: 0.0311898 | val_loss: 0.0311898 | Time: 13354.1 ms [2022-04-01 01:39:57 main:574] : INFO : Epoch 1810 | loss: 0.031188 | val_loss: 0.0311908 | Time: 12480.3 ms [2022-04-01 01:40:11 main:574] : INFO : Epoch 1811 | loss: 0.0311859 | val_loss: 0.0311885 | Time: 13907.1 ms [2022-04-01 01:40:23 main:574] : INFO : Epoch 1812 | loss: 0.031186 | val_loss: 0.0311887 | Time: 11392.7 ms [2022-04-01 01:40:32 main:574] : INFO : Epoch 1813 | loss: 0.0311847 | val_loss: 0.0311877 | Time: 9698.87 ms [2022-04-01 01:40:41 main:574] : INFO : Epoch 1814 | loss: 0.0311836 | val_loss: 0.0311863 | Time: 8280.56 ms [2022-04-01 01:40:48 main:574] : INFO : Epoch 1815 | loss: 0.0311829 | val_loss: 0.0311884 | Time: 7411.32 ms [2022-04-01 01:41:01 main:574] : INFO : Epoch 1816 | loss: 0.0311841 | val_loss: 0.031185 | Time: 12433.4 ms [2022-04-01 01:41:11 main:574] : INFO : Epoch 1817 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 9935.38 ms [2022-04-01 01:41:20 main:574] : INFO : Epoch 1818 | loss: 0.031182 | val_loss: 0.0311908 | Time: 9585.86 ms [2022-04-01 01:41:34 main:574] : INFO : Epoch 1819 | loss: 0.0311834 | val_loss: 0.0311877 | Time: 13743.6 ms [2022-04-01 01:41:45 main:574] : INFO : Epoch 1820 | loss: 0.0311832 | val_loss: 0.0311875 | Time: 10963.8 ms [2022-04-01 01:41:59 main:574] : INFO : Epoch 1821 | loss: 0.0311814 | val_loss: 0.0311863 | Time: 13421.3 ms [2022-04-01 01:42:09 main:574] : INFO : Epoch 1822 | loss: 0.0311824 | val_loss: 0.0311856 | Time: 10468.3 ms [2022-04-01 01:42:19 main:574] : INFO : Epoch 1823 | loss: 0.0311825 | val_loss: 0.0311857 | Time: 9673.93 ms [2022-04-01 01:42:29 main:574] : INFO : Epoch 1824 | loss: 0.0311828 | val_loss: 0.0311893 | Time: 9607.72 ms [2022-04-01 01:42:38 main:574] : INFO : Epoch 1825 | loss: 0.031183 | val_loss: 0.0311854 | Time: 9224.33 ms [2022-04-01 01:42:47 main:574] : INFO : Epoch 1826 | loss: 0.0311811 | val_loss: 0.0311865 | Time: 8680.36 ms [2022-04-01 01:42:55 main:574] : INFO : Epoch 1827 | loss: 0.0311807 | val_loss: 0.0311855 | Time: 8610.36 ms [2022-04-01 01:43:04 main:574] : INFO : Epoch 1828 | loss: 0.0311801 | val_loss: 0.0311864 | Time: 8569.62 ms [2022-04-01 01:43:16 main:574] : INFO : Epoch 1829 | loss: 0.0311805 | val_loss: 0.0311864 | Time: 12178.7 ms [2022-04-01 01:43:29 main:574] : INFO : Epoch 1830 | loss: 0.0311799 | val_loss: 0.0311862 | Time: 12821.1 ms [2022-04-01 01:43:39 main:574] : INFO : Epoch 1831 | loss: 0.0311793 | val_loss: 0.0311844 | Time: 9282.21 ms [2022-04-01 01:43:53 main:574] : INFO : Epoch 1832 | loss: 0.0311798 | val_loss: 0.0311865 | Time: 14507.7 ms [2022-04-01 01:44:06 main:574] : INFO : Epoch 1833 | loss: 0.0311813 | val_loss: 0.0311866 | Time: 12605.3 ms [2022-04-01 01:44:18 main:574] : INFO : Epoch 1834 | loss: 0.03118 | val_loss: 0.0311841 | Time: 12400.8 ms [2022-04-01 01:44:32 main:574] : INFO : Epoch 1835 | loss: 0.0311785 | val_loss: 0.0311852 | Time: 13990.2 ms [2022-04-01 01:44:43 main:574] : INFO : Epoch 1836 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 10236.8 ms [2022-04-01 01:44:52 main:574] : INFO : Epoch 1837 | loss: 0.0311784 | val_loss: 0.0311861 | Time: 9784.26 ms [2022-04-01 01:45:06 main:574] : INFO : Epoch 1838 | loss: 0.0311771 | val_loss: 0.0311861 | Time: 13400.2 ms [2022-04-01 01:45:19 main:574] : INFO : Epoch 1839 | loss: 0.0311773 | val_loss: 0.0311836 | Time: 12640.7 ms [2022-04-01 01:45:28 main:574] : INFO : Epoch 1840 | loss: 0.0311768 | val_loss: 0.0311842 | Time: 8914.28 ms [2022-04-01 01:45:36 main:574] : INFO : Epoch 1841 | loss: 0.0311776 | val_loss: 0.0311892 | Time: 8255.89 ms [2022-04-01 01:45:44 main:574] : INFO : Epoch 1842 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 7459.42 ms [2022-04-01 01:45:51 main:574] : INFO : Epoch 1843 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 7140.43 ms [2022-04-01 01:45:58 main:574] : INFO : Epoch 1844 | loss: 0.0311779 | val_loss: 0.0311839 | Time: 6898.63 ms [2022-04-01 01:46:11 main:574] : INFO : Epoch 1845 | loss: 0.031178 | val_loss: 0.0311856 | Time: 13328.8 ms [2022-04-01 01:46:24 main:574] : INFO : Epoch 1846 | loss: 0.0311764 | val_loss: 0.0311838 | Time: 12574.5 ms [2022-04-01 01:46:38 main:574] : INFO : Epoch 1847 | loss: 0.0311784 | val_loss: 0.0311888 | Time: 13750.5 ms [2022-04-01 01:46:49 main:574] : INFO : Epoch 1848 | loss: 0.0311769 | val_loss: 0.0311859 | Time: 11167.2 ms [2022-04-01 01:46:59 main:574] : INFO : Epoch 1849 | loss: 0.031177 | val_loss: 0.031183 | Time: 10561.6 ms [2022-04-01 01:47:13 main:574] : INFO : Epoch 1850 | loss: 0.0311768 | val_loss: 0.0311838 | Time: 13513.3 ms [2022-04-01 01:47:26 main:574] : INFO : Epoch 1851 | loss: 0.0311766 | val_loss: 0.031185 | Time: 13261.1 ms [2022-04-01 01:47:35 main:574] : INFO : Epoch 1852 | loss: 0.0311778 | val_loss: 0.031187 | Time: 8319.31 ms [2022-04-01 01:47:48 main:574] : INFO : Epoch 1853 | loss: 0.0311761 | val_loss: 0.0311839 | Time: 13345.9 ms [2022-04-01 01:47:58 main:574] : INFO : Epoch 1854 | loss: 0.0311757 | val_loss: 0.031182 | Time: 10050.9 ms [2022-04-01 01:48:11 main:574] : INFO : Epoch 1855 | loss: 0.0311759 | val_loss: 0.0311816 | Time: 12003.9 ms [2022-04-01 01:48:23 main:574] : INFO : Epoch 1856 | loss: 0.0311761 | val_loss: 0.0311834 | Time: 12795 ms [2022-04-01 01:48:34 main:574] : INFO : Epoch 1857 | loss: 0.0311752 | val_loss: 0.0311799 | Time: 10793 ms [2022-04-01 01:48:47 main:574] : INFO : Epoch 1858 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 12198.3 ms [2022-04-01 01:48:57 main:574] : INFO : Epoch 1859 | loss: 0.0311774 | val_loss: 0.0311823 | Time: 10591.8 ms [2022-04-01 01:49:11 main:574] : INFO : Epoch 1860 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 13712 ms [2022-04-01 01:49:22 main:574] : INFO : Epoch 1861 | loss: 0.0311754 | val_loss: 0.0311796 | Time: 11212.8 ms [2022-04-01 01:49:33 main:574] : INFO : Epoch 1862 | loss: 0.0311744 | val_loss: 0.0311808 | Time: 10675 ms [2022-04-01 01:49:46 main:574] : INFO : Epoch 1863 | loss: 0.031173 | val_loss: 0.0311791 | Time: 12628.4 ms [2022-04-01 01:49:58 main:574] : INFO : Epoch 1864 | loss: 0.0311729 | val_loss: 0.0311808 | Time: 12434.5 ms [2022-04-01 01:50:08 main:574] : INFO : Epoch 1865 | loss: 0.0311743 | val_loss: 0.03118 | Time: 10243.9 ms [2022-04-01 01:50:22 main:574] : INFO : Epoch 1866 | loss: 0.0311728 | val_loss: 0.0311803 | Time: 13212.3 ms [2022-04-01 01:50:32 main:574] : INFO : Epoch 1867 | loss: 0.0311746 | val_loss: 0.0311808 | Time: 9761.54 ms [2022-04-01 01:50:40 main:574] : INFO : Epoch 1868 | loss: 0.0311726 | val_loss: 0.0311798 | Time: 8427.31 ms [2022-04-01 01:50:53 main:574] : INFO : Epoch 1869 | loss: 0.0311735 | val_loss: 0.0311817 | Time: 12266.7 ms [2022-04-01 01:51:02 main:574] : INFO : Epoch 1870 | loss: 0.0311723 | val_loss: 0.0311809 | Time: 9734.65 ms [2022-04-01 01:51:15 main:574] : INFO : Epoch 1871 | loss: 0.0311721 | val_loss: 0.0311803 | Time: 12203.3 ms [2022-04-01 01:51:24 main:574] : INFO : Epoch 1872 | loss: 0.0311718 | val_loss: 0.0311831 | Time: 9803.6 ms [2022-04-01 01:51:38 main:574] : INFO : Epoch 1873 | loss: 0.0311725 | val_loss: 0.0311799 | Time: 12996.9 ms [2022-04-01 01:51:52 main:574] : INFO : Epoch 1874 | loss: 0.0311736 | val_loss: 0.0311801 | Time: 14074.5 ms [2022-04-01 01:52:05 main:574] : INFO : Epoch 1875 | loss: 0.0311759 | val_loss: 0.0311819 | Time: 13358.4 ms [2022-04-01 01:52:16 main:574] : INFO : Epoch 1876 | loss: 0.0311732 | val_loss: 0.03118 | Time: 10653.5 ms [2022-04-01 01:52:26 main:574] : INFO : Epoch 1877 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 10359.7 ms [2022-04-01 01:52:39 main:574] : INFO : Epoch 1878 | loss: 0.0311723 | val_loss: 0.0311786 | Time: 12790.8 ms [2022-04-01 01:52:53 main:574] : INFO : Epoch 1879 | loss: 0.0311714 | val_loss: 0.0311802 | Time: 13471.3 ms [2022-04-01 01:53:03 main:574] : INFO : Epoch 1880 | loss: 0.0311722 | val_loss: 0.0311798 | Time: 10506.6 ms [2022-04-01 01:53:13 main:574] : INFO : Epoch 1881 | loss: 0.0311719 | val_loss: 0.031182 | Time: 9946.88 ms [2022-04-01 01:53:25 main:574] : INFO : Epoch 1882 | loss: 0.0311715 | val_loss: 0.0311799 | Time: 11823.9 ms [2022-04-01 01:53:38 main:574] : INFO : Epoch 1883 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 12687.2 ms [2022-04-01 01:53:48 main:574] : INFO : Epoch 1884 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 10202.6 ms [2022-04-01 01:53:57 main:574] : INFO : Epoch 1885 | loss: 0.0311721 | val_loss: 0.0311786 | Time: 8857.35 ms [2022-04-01 01:54:11 main:574] : INFO : Epoch 1886 | loss: 0.0311731 | val_loss: 0.0311788 | Time: 13713.8 ms [2022-04-01 01:54:21 main:574] : INFO : Epoch 1887 | loss: 0.0311713 | val_loss: 0.0311792 | Time: 9915.75 ms [2022-04-01 01:54:29 main:574] : INFO : Epoch 1888 | loss: 0.0311712 | val_loss: 0.0311838 | Time: 8383.93 ms [2022-04-01 01:54:43 main:574] : INFO : Epoch 1889 | loss: 0.0311723 | val_loss: 0.0311809 | Time: 14000.1 ms [2022-04-01 01:54:56 main:574] : INFO : Epoch 1890 | loss: 0.0311709 | val_loss: 0.0311826 | Time: 12183.3 ms [2022-04-01 01:55:07 main:574] : INFO : Epoch 1891 | loss: 0.031173 | val_loss: 0.0311807 | Time: 11687.9 ms [2022-04-01 01:55:17 main:574] : INFO : Epoch 1892 | loss: 0.0311736 | val_loss: 0.0311849 | Time: 9701.43 ms [2022-04-01 01:55:31 main:574] : INFO : Epoch 1893 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 13592.7 ms [2022-04-01 01:55:44 main:574] : INFO : Epoch 1894 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 12958.6 ms [2022-04-01 01:55:56 main:574] : INFO : Epoch 1895 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 12497.4 ms [2022-04-01 01:56:07 main:574] : INFO : Epoch 1896 | loss: 0.0311696 | val_loss: 0.03118 | Time: 10701.8 ms [2022-04-01 01:56:18 main:574] : INFO : Epoch 1897 | loss: 0.0311707 | val_loss: 0.031177 | Time: 10648.5 ms [2022-04-01 01:56:29 main:574] : INFO : Epoch 1898 | loss: 0.0311693 | val_loss: 0.0311837 | Time: 10707.5 ms [2022-04-01 01:56:42 main:574] : INFO : Epoch 1899 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 12994.5 ms [2022-04-01 01:56:55 main:574] : INFO : Epoch 1900 | loss: 0.0311702 | val_loss: 0.0311785 | Time: 13290.8 ms [2022-04-01 01:57:05 main:574] : INFO : Epoch 1901 | loss: 0.0311702 | val_loss: 0.0311767 | Time: 9681.88 ms [2022-04-01 01:57:17 main:574] : INFO : Epoch 1902 | loss: 0.0311711 | val_loss: 0.031178 | Time: 12399.2 ms [2022-04-01 01:57:28 main:574] : INFO : Epoch 1903 | loss: 0.0311727 | val_loss: 0.0311813 | Time: 10563.6 ms [2022-04-01 01:57:40 main:574] : INFO : Epoch 1904 | loss: 0.0311707 | val_loss: 0.0311779 | Time: 12618.8 ms [2022-04-01 01:57:54 main:574] : INFO : Epoch 1905 | loss: 0.0311704 | val_loss: 0.0311792 | Time: 13888 ms [2022-04-01 01:58:04 main:574] : INFO : Epoch 1906 | loss: 0.03117 | val_loss: 0.0311826 | Time: 9688.1 ms [2022-04-01 01:58:14 main:574] : INFO : Epoch 1907 | loss: 0.0311701 | val_loss: 0.0311808 | Time: 9712.84 ms [2022-04-01 01:58:24 main:574] : INFO : Epoch 1908 | loss: 0.0311693 | val_loss: 0.0311795 | Time: 9806.21 ms [2022-04-01 01:58:32 main:574] : INFO : Epoch 1909 | loss: 0.0311718 | val_loss: 0.0311817 | Time: 8726.86 ms [2022-04-01 01:58:41 main:574] : INFO : Epoch 1910 | loss: 0.0311713 | val_loss: 0.0311781 | Time: 8419.16 ms [2022-04-01 01:58:54 main:574] : INFO : Epoch 1911 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 13056 ms [2022-04-01 01:59:04 main:574] : INFO : Epoch 1912 | loss: 0.0311716 | val_loss: 0.0311809 | Time: 9958 ms [2022-04-01 01:59:13 main:574] : INFO : Epoch 1913 | loss: 0.03117 | val_loss: 0.0311878 | Time: 9303.06 ms [2022-04-01 01:59:26 main:574] : INFO : Epoch 1914 | loss: 0.0311734 | val_loss: 0.0311783 | Time: 12618.6 ms [2022-04-01 01:59:37 main:574] : INFO : Epoch 1915 | loss: 0.0311722 | val_loss: 0.0311806 | Time: 10535.8 ms [2022-04-01 01:59:47 main:574] : INFO : Epoch 1916 | loss: 0.0311712 | val_loss: 0.0311811 | Time: 10293.8 ms [2022-04-01 01:59:57 main:574] : INFO : Epoch 1917 | loss: 0.0311767 | val_loss: 0.0311788 | Time: 9534.79 ms [2022-04-01 02:00:10 main:574] : INFO : Epoch 1918 | loss: 0.0311767 | val_loss: 0.0311824 | Time: 13475.8 ms [2022-04-01 02:00:22 main:574] : INFO : Epoch 1919 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 11371.5 ms [2022-04-01 02:00:32 main:574] : INFO : Epoch 1920 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 10617.3 ms [2022-04-01 02:00:46 main:574] : INFO : Epoch 1921 | loss: 0.0311738 | val_loss: 0.0311837 | Time: 13434.5 ms [2022-04-01 02:00:59 main:574] : INFO : Epoch 1922 | loss: 0.0311756 | val_loss: 0.0311791 | Time: 13478.8 ms [2022-04-01 02:01:14 main:574] : INFO : Epoch 1923 | loss: 0.0311744 | val_loss: 0.0311795 | Time: 14129.3 ms [2022-04-01 02:01:24 main:574] : INFO : Epoch 1924 | loss: 0.0311711 | val_loss: 0.0311789 | Time: 9974.69 ms [2022-04-01 02:01:35 main:574] : INFO : Epoch 1925 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 11519.2 ms [2022-04-01 02:01:43 main:574] : INFO : Epoch 1926 | loss: 0.031173 | val_loss: 0.031182 | Time: 7648.42 ms [2022-04-01 02:01:51 main:574] : INFO : Epoch 1927 | loss: 0.0311718 | val_loss: 0.0311787 | Time: 7693.09 ms [2022-04-01 02:02:03 main:574] : INFO : Epoch 1928 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 12285.3 ms [2022-04-01 02:02:13 main:574] : INFO : Epoch 1929 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 10037.2 ms [2022-04-01 02:02:27 main:574] : INFO : Epoch 1930 | loss: 0.0311732 | val_loss: 0.0311802 | Time: 13509.1 ms [2022-04-01 02:02:39 main:574] : INFO : Epoch 1931 | loss: 0.0311732 | val_loss: 0.0311829 | Time: 12187.4 ms [2022-04-01 02:02:49 main:574] : INFO : Epoch 1932 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 9853.07 ms [2022-04-01 02:03:02 main:574] : INFO : Epoch 1933 | loss: 0.0311745 | val_loss: 0.0311783 | Time: 13406.5 ms [2022-04-01 02:03:16 main:574] : INFO : Epoch 1934 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 13728.4 ms [2022-04-01 02:03:25 main:574] : INFO : Epoch 1935 | loss: 0.0311732 | val_loss: 0.0311775 | Time: 8732.17 ms [2022-04-01 02:03:33 main:574] : INFO : Epoch 1936 | loss: 0.0311743 | val_loss: 0.0311796 | Time: 7968.27 ms [2022-04-01 02:03:40 main:574] : INFO : Epoch 1937 | loss: 0.0311729 | val_loss: 0.0311807 | Time: 7038.6 ms [2022-04-01 02:03:47 main:574] : INFO : Epoch 1938 | loss: 0.0311742 | val_loss: 0.0311786 | Time: 6732.89 ms [2022-04-01 02:03:54 main:574] : INFO : Epoch 1939 | loss: 0.0311746 | val_loss: 0.03118 | Time: 6879.57 ms [2022-04-01 02:04:06 main:574] : INFO : Epoch 1940 | loss: 0.0311724 | val_loss: 0.03118 | Time: 12233.7 ms [2022-04-01 02:04:15 main:574] : INFO : Epoch 1941 | loss: 0.031171 | val_loss: 0.0311805 | Time: 8769.26 ms [2022-04-01 02:04:23 main:574] : INFO : Epoch 1942 | loss: 0.0311705 | val_loss: 0.0311783 | Time: 8591.06 ms [2022-04-01 02:04:31 main:574] : INFO : Epoch 1943 | loss: 0.031169 | val_loss: 0.0311809 | Time: 7689.9 ms [2022-04-01 02:04:39 main:574] : INFO : Epoch 1944 | loss: 0.03117 | val_loss: 0.0311799 | Time: 7554.19 ms [2022-04-01 02:04:52 main:574] : INFO : Epoch 1945 | loss: 0.0311709 | val_loss: 0.0311785 | Time: 12641.2 ms [2022-04-01 02:05:01 main:574] : INFO : Epoch 1946 | loss: 0.0311696 | val_loss: 0.0311818 | Time: 9375.65 ms [2022-04-01 02:05:09 main:574] : INFO : Epoch 1947 | loss: 0.0311699 | val_loss: 0.0311823 | Time: 8249.46 ms [2022-04-01 02:05:18 main:574] : INFO : Epoch 1948 | loss: 0.0311703 | val_loss: 0.0311795 | Time: 8103.6 ms [2022-04-01 02:05:25 main:574] : INFO : Epoch 1949 | loss: 0.0311728 | val_loss: 0.0311795 | Time: 7477.7 ms [2022-04-01 02:05:32 main:574] : INFO : Epoch 1950 | loss: 0.0311754 | val_loss: 0.0311802 | Time: 7252.13 ms [2022-04-01 02:05:45 main:574] : INFO : Epoch 1951 | loss: 0.031174 | val_loss: 0.031184 | Time: 12949.7 ms [2022-04-01 02:05:56 main:574] : INFO : Epoch 1952 | loss: 0.0311745 | val_loss: 0.0311817 | Time: 10891.1 ms [2022-04-01 02:06:05 main:574] : INFO : Epoch 1953 | loss: 0.0311718 | val_loss: 0.0311848 | Time: 8294.77 ms [2022-04-01 02:06:13 main:574] : INFO : Epoch 1954 | loss: 0.0311735 | val_loss: 0.0311811 | Time: 8015.29 ms [2022-04-01 02:06:25 main:574] : INFO : Epoch 1955 | loss: 0.0311722 | val_loss: 0.0311797 | Time: 12460.2 ms [2022-04-01 02:06:38 main:574] : INFO : Epoch 1956 | loss: 0.0311712 | val_loss: 0.0311803 | Time: 12199.9 ms [2022-04-01 02:06:51 main:574] : INFO : Epoch 1957 | loss: 0.0311722 | val_loss: 0.0311807 | Time: 13040.9 ms [2022-04-01 02:07:03 main:574] : INFO : Epoch 1958 | loss: 0.0311701 | val_loss: 0.0311807 | Time: 12349.3 ms [2022-04-01 02:07:15 main:574] : INFO : Epoch 1959 | loss: 0.031169 | val_loss: 0.0311821 | Time: 11928.4 ms [2022-04-01 02:07:24 main:574] : INFO : Epoch 1960 | loss: 0.0311705 | val_loss: 0.0311814 | Time: 8583.37 ms [2022-04-01 02:07:37 main:574] : INFO : Epoch 1961 | loss: 0.0311722 | val_loss: 0.0311805 | Time: 13203.6 ms [2022-04-01 02:07:50 main:574] : INFO : Epoch 1962 | loss: 0.0311702 | val_loss: 0.031187 | Time: 12570.6 ms [2022-04-01 02:08:00 main:574] : INFO : Epoch 1963 | loss: 0.0311741 | val_loss: 0.03118 | Time: 10000.5 ms [2022-04-01 02:08:13 main:574] : INFO : Epoch 1964 | loss: 0.0311694 | val_loss: 0.0311784 | Time: 12562.5 ms [2022-04-01 02:08:25 main:574] : INFO : Epoch 1965 | loss: 0.0311704 | val_loss: 0.0311777 | Time: 12541.7 ms [2022-04-01 02:08:40 main:574] : INFO : Epoch 1966 | loss: 0.031172 | val_loss: 0.0311782 | Time: 14050.7 ms [2022-04-01 02:08:51 main:574] : INFO : Epoch 1967 | loss: 0.031175 | val_loss: 0.0311799 | Time: 11149.6 ms [2022-04-01 02:09:02 main:574] : INFO : Epoch 1968 | loss: 0.031172 | val_loss: 0.0311778 | Time: 10724.6 ms [2022-04-01 02:09:15 main:574] : INFO : Epoch 1969 | loss: 0.0311707 | val_loss: 0.0311792 | Time: 12907.7 ms [2022-04-01 02:09:24 main:574] : INFO : Epoch 1970 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 9769.79 ms [2022-04-01 02:09:33 main:574] : INFO : Epoch 1971 | loss: 0.0311714 | val_loss: 0.0311867 | Time: 8727.36 ms [2022-04-01 02:09:46 main:574] : INFO : Epoch 1972 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 12442.2 ms [2022-04-01 02:09:56 main:574] : INFO : Epoch 1973 | loss: 0.0311746 | val_loss: 0.0311804 | Time: 10594.2 ms [2022-04-01 02:10:06 main:574] : INFO : Epoch 1974 | loss: 0.031171 | val_loss: 0.0311795 | Time: 10045.9 ms [2022-04-01 02:10:19 main:574] : INFO : Epoch 1975 | loss: 0.0311709 | val_loss: 0.0311798 | Time: 12574.8 ms [2022-04-01 02:10:31 main:574] : INFO : Epoch 1976 | loss: 0.0311689 | val_loss: 0.0311825 | Time: 11725.4 ms [2022-04-01 02:10:40 main:574] : INFO : Epoch 1977 | loss: 0.0311707 | val_loss: 0.0311815 | Time: 8579.6 ms [2022-04-01 02:10:48 main:574] : INFO : Epoch 1978 | loss: 0.0311721 | val_loss: 0.0311812 | Time: 8321.11 ms [2022-04-01 02:11:00 main:574] : INFO : Epoch 1979 | loss: 0.0311712 | val_loss: 0.0311804 | Time: 12452.6 ms [2022-04-01 02:11:12 main:574] : INFO : Epoch 1980 | loss: 0.031172 | val_loss: 0.0311848 | Time: 11916 ms [2022-04-01 02:11:25 main:574] : INFO : Epoch 1981 | loss: 0.0311709 | val_loss: 0.0311789 | Time: 12828.5 ms [2022-04-01 02:11:37 main:574] : INFO : Epoch 1982 | loss: 0.0311717 | val_loss: 0.0311814 | Time: 12018.8 ms [2022-04-01 02:11:50 main:574] : INFO : Epoch 1983 | loss: 0.0311718 | val_loss: 0.0311887 | Time: 12814.7 ms [2022-04-01 02:12:00 main:574] : INFO : Epoch 1984 | loss: 0.0311807 | val_loss: 0.0311845 | Time: 10117.6 ms [2022-04-01 02:12:10 main:574] : INFO : Epoch 1985 | loss: 0.0311775 | val_loss: 0.031184 | Time: 9524.69 ms [2022-04-01 02:12:23 main:574] : INFO : Epoch 1986 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 12377.6 ms [2022-04-01 02:12:35 main:574] : INFO : Epoch 1987 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 11901.1 ms [2022-04-01 02:12:44 main:574] : INFO : Epoch 1988 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 9581.3 ms [2022-04-01 02:12:54 main:574] : INFO : Epoch 1989 | loss: 0.0311726 | val_loss: 0.0311812 | Time: 9435.65 ms [2022-04-01 02:13:06 main:574] : INFO : Epoch 1990 | loss: 0.0311712 | val_loss: 0.0311814 | Time: 12656.1 ms [2022-04-01 02:13:16 main:574] : INFO : Epoch 1991 | loss: 0.0311721 | val_loss: 0.0311817 | Time: 9673.64 ms [2022-04-01 02:13:25 main:574] : INFO : Epoch 1992 | loss: 0.0311733 | val_loss: 0.0311802 | Time: 9140.36 ms [2022-04-01 02:13:34 main:574] : INFO : Epoch 1993 | loss: 0.0311722 | val_loss: 0.0311791 | Time: 8288.51 ms [2022-04-01 02:13:42 main:574] : INFO : Epoch 1994 | loss: 0.0311728 | val_loss: 0.0311812 | Time: 7891.1 ms [2022-04-01 02:13:49 main:574] : INFO : Epoch 1995 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 7695.16 ms [2022-04-01 02:14:01 main:574] : INFO : Epoch 1996 | loss: 0.0311772 | val_loss: 0.0311821 | Time: 11654.6 ms [2022-04-01 02:14:10 main:574] : INFO : Epoch 1997 | loss: 0.0311765 | val_loss: 0.03118 | Time: 8957.72 ms [2022-04-01 02:14:19 main:574] : INFO : Epoch 1998 | loss: 0.0311755 | val_loss: 0.0311817 | Time: 8259.44 ms [2022-04-01 02:14:26 main:574] : INFO : Epoch 1999 | loss: 0.0311771 | val_loss: 0.0311832 | Time: 7304.08 ms [2022-04-01 02:14:40 main:574] : INFO : Epoch 2000 | loss: 0.0311765 | val_loss: 0.0311833 | Time: 13651.4 ms [2022-04-01 02:14:52 main:574] : INFO : Epoch 2001 | loss: 0.0311747 | val_loss: 0.0311844 | Time: 12133.8 ms [2022-04-01 02:15:00 main:574] : INFO : Epoch 2002 | loss: 0.0311755 | val_loss: 0.0311835 | Time: 8355.42 ms [2022-04-01 02:15:08 main:574] : INFO : Epoch 2003 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 7830.67 ms [2022-04-01 02:15:21 main:574] : INFO : Epoch 2004 | loss: 0.0311752 | val_loss: 0.0311888 | Time: 12646.4 ms [2022-04-01 02:15:31 main:574] : INFO : Epoch 2005 | loss: 0.0311777 | val_loss: 0.0311838 | Time: 9914.59 ms [2022-04-01 02:15:41 main:574] : INFO : Epoch 2006 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 9694.06 ms [2022-04-01 02:15:50 main:574] : INFO : Epoch 2007 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 9661.96 ms [2022-04-01 02:16:00 main:574] : INFO : Epoch 2008 | loss: 0.0311737 | val_loss: 0.0311859 | Time: 9492.49 ms [2022-04-01 02:16:12 main:574] : INFO : Epoch 2009 | loss: 0.0311754 | val_loss: 0.0311849 | Time: 11916.4 ms [2022-04-01 02:16:22 main:574] : INFO : Epoch 2010 | loss: 0.0311764 | val_loss: 0.031188 | Time: 9504.67 ms [2022-04-01 02:16:29 main:574] : INFO : Epoch 2011 | loss: 0.0311758 | val_loss: 0.0311845 | Time: 7857.52 ms [2022-04-01 02:16:43 main:574] : INFO : Epoch 2012 | loss: 0.0311745 | val_loss: 0.0311855 | Time: 13002.3 ms [2022-04-01 02:16:53 main:574] : INFO : Epoch 2013 | loss: 0.031174 | val_loss: 0.0311835 | Time: 10641.9 ms [2022-04-01 02:17:06 main:574] : INFO : Epoch 2014 | loss: 0.0311731 | val_loss: 0.0311823 | Time: 12732 ms [2022-04-01 02:17:19 main:574] : INFO : Epoch 2015 | loss: 0.0311748 | val_loss: 0.0311867 | Time: 12888.9 ms [2022-04-01 02:17:28 main:574] : INFO : Epoch 2016 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 9123.88 ms [2022-04-01 02:17:41 main:574] : INFO : Epoch 2017 | loss: 0.0311715 | val_loss: 0.0311821 | Time: 12504.7 ms [2022-04-01 02:17:51 main:574] : INFO : Epoch 2018 | loss: 0.0311732 | val_loss: 0.0311808 | Time: 10452.4 ms [2022-04-01 02:18:02 main:574] : INFO : Epoch 2019 | loss: 0.031174 | val_loss: 0.0311875 | Time: 10570.2 ms [2022-04-01 02:18:14 main:574] : INFO : Epoch 2020 | loss: 0.0311738 | val_loss: 0.0311856 | Time: 12296.4 ms [2022-04-01 02:18:27 main:574] : INFO : Epoch 2021 | loss: 0.0311708 | val_loss: 0.0311806 | Time: 12366.1 ms [2022-04-01 02:18:36 main:574] : INFO : Epoch 2022 | loss: 0.0311702 | val_loss: 0.0311795 | Time: 9455.38 ms [2022-04-01 02:18:45 main:574] : INFO : Epoch 2023 | loss: 0.0311725 | val_loss: 0.0311804 | Time: 8490.36 ms [2022-04-01 02:18:53 main:574] : INFO : Epoch 2024 | loss: 0.0311731 | val_loss: 0.031184 | Time: 7699.36 ms [2022-04-01 02:18:59 main:574] : INFO : Epoch 2025 | loss: 0.0311752 | val_loss: 0.0311828 | Time: 6731.19 ms [2022-04-01 02:19:06 main:574] : INFO : Epoch 2026 | loss: 0.0311776 | val_loss: 0.0311822 | Time: 6675.73 ms [2022-04-01 02:19:13 main:574] : INFO : Epoch 2027 | loss: 0.0311783 | val_loss: 0.0311824 | Time: 6615.34 ms [2022-04-01 02:19:20 main:574] : INFO : Epoch 2028 | loss: 0.0311821 | val_loss: 0.0311831 | Time: 6801.45 ms [2022-04-01 02:19:27 main:574] : INFO : Epoch 2029 | loss: 0.0311821 | val_loss: 0.0311834 | Time: 7021.99 ms [2022-04-01 02:19:41 main:574] : INFO : Epoch 2030 | loss: 0.0311806 | val_loss: 0.0311838 | Time: 13608.4 ms [2022-04-01 02:19:51 main:574] : INFO : Epoch 2031 | loss: 0.03118 | val_loss: 0.0311816 | Time: 10825.9 ms [2022-04-01 02:20:05 main:574] : INFO : Epoch 2032 | loss: 0.0311812 | val_loss: 0.0311849 | Time: 13277.7 ms [2022-04-01 02:20:17 main:574] : INFO : Epoch 2033 | loss: 0.0311805 | val_loss: 0.0311808 | Time: 12463.9 ms [2022-04-01 02:20:27 main:574] : INFO : Epoch 2034 | loss: 0.0311784 | val_loss: 0.0311812 | Time: 9492.59 ms [2022-04-01 02:20:40 main:574] : INFO : Epoch 2035 | loss: 0.0311778 | val_loss: 0.0311842 | Time: 13033.2 ms [2022-04-01 02:20:51 main:574] : INFO : Epoch 2036 | loss: 0.0311799 | val_loss: 0.0311805 | Time: 10512.5 ms [2022-04-01 02:21:01 main:574] : INFO : Epoch 2037 | loss: 0.0311793 | val_loss: 0.0311902 | Time: 10372.7 ms [2022-04-01 02:21:12 main:574] : INFO : Epoch 2038 | loss: 0.0311803 | val_loss: 0.0311875 | Time: 10835.8 ms [2022-04-01 02:21:25 main:574] : INFO : Epoch 2039 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 12917.9 ms [2022-04-01 02:21:39 main:574] : INFO : Epoch 2040 | loss: 0.0311828 | val_loss: 0.0311872 | Time: 13971.4 ms [2022-04-01 02:21:51 main:574] : INFO : Epoch 2041 | loss: 0.0311908 | val_loss: 0.0311836 | Time: 12319.7 ms [2022-04-01 02:22:04 main:574] : INFO : Epoch 2042 | loss: 0.0311889 | val_loss: 0.0311812 | Time: 12662.4 ms [2022-04-01 02:22:18 main:574] : INFO : Epoch 2043 | loss: 0.0311831 | val_loss: 0.0311809 | Time: 13912.7 ms [2022-04-01 02:22:31 main:574] : INFO : Epoch 2044 | loss: 0.0311855 | val_loss: 0.0311866 | Time: 12648.8 ms [2022-04-01 02:22:42 main:574] : INFO : Epoch 2045 | loss: 0.0311884 | val_loss: 0.0311888 | Time: 10872.7 ms [2022-04-01 02:22:53 main:574] : INFO : Epoch 2046 | loss: 0.0311866 | val_loss: 0.0311838 | Time: 10907.5 ms [2022-04-01 02:23:06 main:574] : INFO : Epoch 2047 | loss: 0.031183 | val_loss: 0.0311841 | Time: 13355.7 ms [2022-04-01 02:23:18 main:574] : INFO : Epoch 2048 | loss: 0.0311814 | val_loss: 0.0311823 | Time: 11638.6 ms [2022-04-01 02:23:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311823 [2022-04-01 02:23:18 main:603] : INFO : Saving end state to config to file [2022-04-01 02:23:18 main:608] : INFO : Success, exiting.. 02:23:18 (6460): 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)