Task 10003731
| Name | ParityModified-1639950338-27715-0_0 |
| Workunit | 7382606 |
| Created | 19 Dec 2021, 21:45:41 UTC |
| Sent | 27 Dec 2021, 4:41:15 UTC |
| Report deadline | 4 Jan 2022, 4:41:15 UTC |
| Received | 27 Dec 2021, 8:05:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16924 |
| Run time | 2 hours 16 min 26 sec |
| CPU time | 2 hours 14 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,786.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311699 | val_loss: 0.0311825 | Time: 3989.13 ms
[2021-12-27 08:50:35 main:574] : INFO : Epoch 1543 | loss: 0.0311693 | val_loss: 0.0311826 | Time: 3991.96 ms
[2021-12-27 08:50:39 main:574] : INFO : Epoch 1544 | loss: 0.0311708 | val_loss: 0.0311815 | Time: 3972.92 ms
[2021-12-27 08:50:43 main:574] : INFO : Epoch 1545 | loss: 0.0311704 | val_loss: 0.0311915 | Time: 3977.15 ms
[2021-12-27 08:50:47 main:574] : INFO : Epoch 1546 | loss: 0.0311775 | val_loss: 0.0311822 | Time: 3971.3 ms
[2021-12-27 08:50:51 main:574] : INFO : Epoch 1547 | loss: 0.0311793 | val_loss: 0.0311824 | Time: 3976.36 ms
[2021-12-27 08:50:55 main:574] : INFO : Epoch 1548 | loss: 0.0311716 | val_loss: 0.0311846 | Time: 3971.41 ms
[2021-12-27 08:50:59 main:574] : INFO : Epoch 1549 | loss: 0.0311687 | val_loss: 0.0311848 | Time: 3971.69 ms
[2021-12-27 08:51:03 main:574] : INFO : Epoch 1550 | loss: 0.0311675 | val_loss: 0.0311843 | Time: 3974.86 ms
[2021-12-27 08:51:07 main:574] : INFO : Epoch 1551 | loss: 0.0311674 | val_loss: 0.0311836 | Time: 3983.23 ms
[2021-12-27 08:51:11 main:574] : INFO : Epoch 1552 | loss: 0.0311683 | val_loss: 0.0311944 | Time: 3963.98 ms
[2021-12-27 08:51:15 main:574] : INFO : Epoch 1553 | loss: 0.0311708 | val_loss: 0.0311797 | Time: 3974.43 ms
[2021-12-27 08:51:19 main:574] : INFO : Epoch 1554 | loss: 0.031175 | val_loss: 0.0311853 | Time: 3973.24 ms
[2021-12-27 08:51:23 main:574] : INFO : Epoch 1555 | loss: 0.0311732 | val_loss: 0.0311981 | Time: 3993.91 ms
[2021-12-27 08:51:26 main:574] : INFO : Epoch 1556 | loss: 0.0311752 | val_loss: 0.031182 | Time: 3976.63 ms
[2021-12-27 08:51:30 main:574] : INFO : Epoch 1557 | loss: 0.031169 | val_loss: 0.0311808 | Time: 3993.31 ms
[2021-12-27 08:51:34 main:574] : INFO : Epoch 1558 | loss: 0.0311673 | val_loss: 0.0311791 | Time: 3973.17 ms
[2021-12-27 08:51:38 main:574] : INFO : Epoch 1559 | loss: 0.0311663 | val_loss: 0.0311798 | Time: 3986.56 ms
[2021-12-27 08:51:42 main:574] : INFO : Epoch 1560 | loss: 0.0311689 | val_loss: 0.0311816 | Time: 3977.21 ms
[2021-12-27 08:51:46 main:574] : INFO : Epoch 1561 | loss: 0.031169 | val_loss: 0.0311833 | Time: 3987.58 ms
[2021-12-27 08:51:50 main:574] : INFO : Epoch 1562 | loss: 0.0311682 | val_loss: 0.0311797 | Time: 3985.77 ms
[2021-12-27 08:51:54 main:574] : INFO : Epoch 1563 | loss: 0.0311652 | val_loss: 0.0311864 | Time: 3983.88 ms
[2021-12-27 08:51:58 main:574] : INFO : Epoch 1564 | loss: 0.0311681 | val_loss: 0.0311854 | Time: 3976.05 ms
[2021-12-27 08:52:02 main:574] : INFO : Epoch 1565 | loss: 0.031173 | val_loss: 0.0311843 | Time: 3982.8 ms
[2021-12-27 08:52:06 main:574] : INFO : Epoch 1566 | loss: 0.0311675 | val_loss: 0.0311813 | Time: 3970.43 ms
[2021-12-27 08:52:10 main:574] : INFO : Epoch 1567 | loss: 0.0311668 | val_loss: 0.0311815 | Time: 3978.59 ms
[2021-12-27 08:52:14 main:574] : INFO : Epoch 1568 | loss: 0.0311636 | val_loss: 0.0311805 | Time: 3984.75 ms
[2021-12-27 08:52:18 main:574] : INFO : Epoch 1569 | loss: 0.0311644 | val_loss: 0.0311842 | Time: 3982.48 ms
[2021-12-27 08:52:22 main:574] : INFO : Epoch 1570 | loss: 0.0311637 | val_loss: 0.0311837 | Time: 3979.9 ms
[2021-12-27 08:52:26 main:574] : INFO : Epoch 1571 | loss: 0.0311613 | val_loss: 0.0311824 | Time: 3996.85 ms
[2021-12-27 08:52:30 main:574] : INFO : Epoch 1572 | loss: 0.0311636 | val_loss: 0.0311825 | Time: 3975.81 ms
[2021-12-27 08:52:34 main:574] : INFO : Epoch 1573 | loss: 0.0311662 | val_loss: 0.0312047 | Time: 3978.46 ms
[2021-12-27 08:52:38 main:574] : INFO : Epoch 1574 | loss: 0.031175 | val_loss: 0.0311888 | Time: 3965.37 ms
[2021-12-27 08:52:42 main:574] : INFO : Epoch 1575 | loss: 0.031164 | val_loss: 0.03118 | Time: 3980.45 ms
[2021-12-27 08:52:46 main:574] : INFO : Epoch 1576 | loss: 0.0311644 | val_loss: 0.0311833 | Time: 3982.21 ms
[2021-12-27 08:52:50 main:574] : INFO : Epoch 1577 | loss: 0.0311653 | val_loss: 0.0311839 | Time: 3984.06 ms
[2021-12-27 08:52:54 main:574] : INFO : Epoch 1578 | loss: 0.0311636 | val_loss: 0.0311851 | Time: 3966.06 ms
[2021-12-27 08:52:58 main:574] : INFO : Epoch 1579 | loss: 0.0311612 | val_loss: 0.0311867 | Time: 3994.83 ms
[2021-12-27 08:53:02 main:574] : INFO : Epoch 1580 | loss: 0.031162 | val_loss: 0.0311825 | Time: 3979.3 ms
[2021-12-27 08:53:06 main:574] : INFO : Epoch 1581 | loss: 0.0311585 | val_loss: 0.031182 | Time: 3986.82 ms
[2021-12-27 08:53:10 main:574] : INFO : Epoch 1582 | loss: 0.0311594 | val_loss: 0.0311849 | Time: 3964.36 ms
[2021-12-27 08:53:14 main:574] : INFO : Epoch 1583 | loss: 0.0311639 | val_loss: 0.0311849 | Time: 3988.17 ms
[2021-12-27 08:53:18 main:574] : INFO : Epoch 1584 | loss: 0.0311651 | val_loss: 0.0311849 | Time: 3968.59 ms
[2021-12-27 08:53:22 main:574] : INFO : Epoch 1585 | loss: 0.0311586 | val_loss: 0.0311828 | Time: 4004.04 ms
[2021-12-27 08:53:26 main:574] : INFO : Epoch 1586 | loss: 0.031165 | val_loss: 0.0312031 | Time: 3979.98 ms
[2021-12-27 08:53:30 main:574] : INFO : Epoch 1587 | loss: 0.0311662 | val_loss: 0.0311851 | Time: 3977.47 ms
[2021-12-27 08:53:34 main:574] : INFO : Epoch 1588 | loss: 0.0311686 | val_loss: 0.0311922 | Time: 3979.53 ms
[2021-12-27 08:53:38 main:574] : INFO : Epoch 1589 | loss: 0.0311643 | val_loss: 0.0311871 | Time: 3990.92 ms
[2021-12-27 08:53:42 main:574] : INFO : Epoch 1590 | loss: 0.0311622 | val_loss: 0.0311837 | Time: 3977.59 ms
[2021-12-27 08:53:46 main:574] : INFO : Epoch 1591 | loss: 0.0311632 | val_loss: 0.0311854 | Time: 3976.04 ms
[2021-12-27 08:53:50 main:574] : INFO : Epoch 1592 | loss: 0.0311604 | val_loss: 0.0311896 | Time: 3971.63 ms
[2021-12-27 08:53:54 main:574] : INFO : Epoch 1593 | loss: 0.0311599 | val_loss: 0.0311846 | Time: 3980.35 ms
[2021-12-27 08:53:58 main:574] : INFO : Epoch 1594 | loss: 0.0311585 | val_loss: 0.0311887 | Time: 3979.5 ms
[2021-12-27 08:54:02 main:574] : INFO : Epoch 1595 | loss: 0.0311582 | val_loss: 0.0311834 | Time: 3981.34 ms
[2021-12-27 08:54:06 main:574] : INFO : Epoch 1596 | loss: 0.0311573 | val_loss: 0.031181 | Time: 3967.34 ms
[2021-12-27 08:54:10 main:574] : INFO : Epoch 1597 | loss: 0.0311582 | val_loss: 0.0311833 | Time: 3981.28 ms
[2021-12-27 08:54:14 main:574] : INFO : Epoch 1598 | loss: 0.0311615 | val_loss: 0.0311894 | Time: 3969.41 ms
[2021-12-27 08:54:18 main:574] : INFO : Epoch 1599 | loss: 0.0311607 | val_loss: 0.0311816 | Time: 3992.59 ms
[2021-12-27 08:54:22 main:574] : INFO : Epoch 1600 | loss: 0.0311587 | val_loss: 0.0311817 | Time: 3967.16 ms
[2021-12-27 08:54:26 main:574] : INFO : Epoch 1601 | loss: 0.0311593 | val_loss: 0.0311928 | Time: 3973.34 ms
[2021-12-27 08:54:30 main:574] : INFO : Epoch 1602 | loss: 0.0311616 | val_loss: 0.0311913 | Time: 3975.03 ms
[2021-12-27 08:54:34 main:574] : INFO : Epoch 1603 | loss: 0.0311616 | val_loss: 0.0311846 | Time: 3983.08 ms
[2021-12-27 08:54:38 main:574] : INFO : Epoch 1604 | loss: 0.0311583 | val_loss: 0.0311839 | Time: 3994.22 ms
[2021-12-27 08:54:42 main:574] : INFO : Epoch 1605 | loss: 0.0311551 | val_loss: 0.0311894 | Time: 3981.37 ms
[2021-12-27 08:54:46 main:574] : INFO : Epoch 1606 | loss: 0.0311601 | val_loss: 0.0311901 | Time: 3978.45 ms
[2021-12-27 08:54:50 main:574] : INFO : Epoch 1607 | loss: 0.0311557 | val_loss: 0.0311961 | Time: 3973.21 ms
[2021-12-27 08:54:54 main:574] : INFO : Epoch 1608 | loss: 0.0311562 | val_loss: 0.0311838 | Time: 3972.97 ms
[2021-12-27 08:54:58 main:574] : INFO : Epoch 1609 | loss: 0.0311547 | val_loss: 0.0311862 | Time: 3983.5 ms
[2021-12-27 08:55:02 main:574] : INFO : Epoch 1610 | loss: 0.031156 | val_loss: 0.0311888 | Time: 3966.01 ms
[2021-12-27 08:55:06 main:574] : INFO : Epoch 1611 | loss: 0.0311549 | val_loss: 0.0311849 | Time: 3974.82 ms
[2021-12-27 08:55:10 main:574] : INFO : Epoch 1612 | loss: 0.0311533 | val_loss: 0.0311838 | Time: 3969.45 ms
[2021-12-27 08:55:14 main:574] : INFO : Epoch 1613 | loss: 0.0311547 | val_loss: 0.0311857 | Time: 4004.31 ms
[2021-12-27 08:55:18 main:574] : INFO : Epoch 1614 | loss: 0.0311586 | val_loss: 0.0311928 | Time: 3981.07 ms
[2021-12-27 08:55:21 main:574] : INFO : Epoch 1615 | loss: 0.0311594 | val_loss: 0.0311839 | Time: 3973.41 ms
[2021-12-27 08:55:25 main:574] : INFO : Epoch 1616 | loss: 0.0311576 | val_loss: 0.0311887 | Time: 3970.58 ms
[2021-12-27 08:55:29 main:574] : INFO : Epoch 1617 | loss: 0.0311577 | val_loss: 0.0311938 | Time: 3978.09 ms
[2021-12-27 08:55:33 main:574] : INFO : Epoch 1618 | loss: 0.0311641 | val_loss: 0.0311932 | Time: 3975.15 ms
[2021-12-27 08:55:37 main:574] : INFO : Epoch 1619 | loss: 0.0311573 | val_loss: 0.0311873 | Time: 3984.11 ms
[2021-12-27 08:55:41 main:574] : INFO : Epoch 1620 | loss: 0.0311585 | val_loss: 0.0311915 | Time: 3974.86 ms
[2021-12-27 08:55:45 main:574] : INFO : Epoch 1621 | loss: 0.0311603 | val_loss: 0.0311865 | Time: 3968.79 ms
[2021-12-27 08:55:49 main:574] : INFO : Epoch 1622 | loss: 0.0311595 | val_loss: 0.0311853 | Time: 3972.06 ms
[2021-12-27 08:55:53 main:574] : INFO : Epoch 1623 | loss: 0.0311569 | val_loss: 0.0311882 | Time: 3985.92 ms
[2021-12-27 08:55:57 main:574] : INFO : Epoch 1624 | loss: 0.031156 | val_loss: 0.0311916 | Time: 3971 ms
[2021-12-27 08:56:01 main:574] : INFO : Epoch 1625 | loss: 0.0311578 | val_loss: 0.0311939 | Time: 3982.66 ms
[2021-12-27 08:56:05 main:574] : INFO : Epoch 1626 | loss: 0.0311533 | val_loss: 0.0311866 | Time: 3971.07 ms
[2021-12-27 08:56:09 main:574] : INFO : Epoch 1627 | loss: 0.0311547 | val_loss: 0.0311885 | Time: 3998.32 ms
[2021-12-27 08:56:13 main:574] : INFO : Epoch 1628 | loss: 0.0311601 | val_loss: 0.0311892 | Time: 3979.85 ms
[2021-12-27 08:56:17 main:574] : INFO : Epoch 1629 | loss: 0.0311553 | val_loss: 0.0311879 | Time: 3991.04 ms
[2021-12-27 08:56:21 main:574] : INFO : Epoch 1630 | loss: 0.0311556 | val_loss: 0.0311874 | Time: 3975.19 ms
[2021-12-27 08:56:25 main:574] : INFO : Epoch 1631 | loss: 0.0311552 | val_loss: 0.0311889 | Time: 3967.23 ms
[2021-12-27 08:56:29 main:574] : INFO : Epoch 1632 | loss: 0.0311595 | val_loss: 0.0311986 | Time: 3960.56 ms
[2021-12-27 08:56:33 main:574] : INFO : Epoch 1633 | loss: 0.0311631 | val_loss: 0.0311817 | Time: 3976.88 ms
[2021-12-27 08:56:37 main:574] : INFO : Epoch 1634 | loss: 0.0311563 | val_loss: 0.0311837 | Time: 3977.36 ms
[2021-12-27 08:56:41 main:574] : INFO : Epoch 1635 | loss: 0.0311537 | val_loss: 0.0311884 | Time: 3980.73 ms
[2021-12-27 08:56:45 main:574] : INFO : Epoch 1636 | loss: 0.0311533 | val_loss: 0.0311855 | Time: 3978.23 ms
[2021-12-27 08:56:49 main:574] : INFO : Epoch 1637 | loss: 0.0311522 | val_loss: 0.0311826 | Time: 3970.46 ms
[2021-12-27 08:56:53 main:574] : INFO : Epoch 1638 | loss: 0.0311511 | val_loss: 0.0311822 | Time: 3971.93 ms
[2021-12-27 08:56:57 main:574] : INFO : Epoch 1639 | loss: 0.0311529 | val_loss: 0.0311857 | Time: 3972.22 ms
[2021-12-27 08:57:01 main:574] : INFO : Epoch 1640 | loss: 0.0311515 | val_loss: 0.0311832 | Time: 3973.96 ms
[2021-12-27 08:57:05 main:574] : INFO : Epoch 1641 | loss: 0.0311531 | val_loss: 0.031185 | Time: 3988.97 ms
[2021-12-27 08:57:09 main:574] : INFO : Epoch 1642 | loss: 0.0311621 | val_loss: 0.0311919 | Time: 3977.74 ms
[2021-12-27 08:57:13 main:574] : INFO : Epoch 1643 | loss: 0.0311585 | val_loss: 0.0311827 | Time: 3994.46 ms
[2021-12-27 08:57:17 main:574] : INFO : Epoch 1644 | loss: 0.0311587 | val_loss: 0.0311942 | Time: 3967.76 ms
[2021-12-27 08:57:21 main:574] : INFO : Epoch 1645 | loss: 0.031155 | val_loss: 0.031186 | Time: 3972.32 ms
[2021-12-27 08:57:25 main:574] : INFO : Epoch 1646 | loss: 0.0311513 | val_loss: 0.0311832 | Time: 3973.1 ms
[2021-12-27 08:57:29 main:574] : INFO : Epoch 1647 | loss: 0.031154 | val_loss: 0.0311881 | Time: 3986.31 ms
[2021-12-27 08:57:33 main:574] : INFO : Epoch 1648 | loss: 0.0311526 | val_loss: 0.0311843 | Time: 3970.06 ms
[2021-12-27 08:57:37 main:574] : INFO : Epoch 1649 | loss: 0.0311506 | val_loss: 0.0311899 | Time: 3968.82 ms
[2021-12-27 08:57:41 main:574] : INFO : Epoch 1650 | loss: 0.0311521 | val_loss: 0.0311949 | Time: 3957.44 ms
[2021-12-27 08:57:45 main:574] : INFO : Epoch 1651 | loss: 0.0311495 | val_loss: 0.0311862 | Time: 3982.83 ms
[2021-12-27 08:57:49 main:574] : INFO : Epoch 1652 | loss: 0.0311523 | val_loss: 0.0311833 | Time: 3975.86 ms
[2021-12-27 08:57:53 main:574] : INFO : Epoch 1653 | loss: 0.0311542 | val_loss: 0.0311855 | Time: 3985.36 ms
[2021-12-27 08:57:57 main:574] : INFO : Epoch 1654 | loss: 0.0311537 | val_loss: 0.0311865 | Time: 3970.04 ms
[2021-12-27 08:58:01 main:574] : INFO : Epoch 1655 | loss: 0.0311546 | val_loss: 0.0311825 | Time: 3984.12 ms
[2021-12-27 08:58:05 main:574] : INFO : Epoch 1656 | loss: 0.0311515 | val_loss: 0.0311894 | Time: 3977.75 ms
[2021-12-27 08:58:09 main:574] : INFO : Epoch 1657 | loss: 0.0311484 | val_loss: 0.0311839 | Time: 3983.93 ms
[2021-12-27 08:58:13 main:574] : INFO : Epoch 1658 | loss: 0.0311476 | val_loss: 0.0311861 | Time: 3969.44 ms
[2021-12-27 08:58:17 main:574] : INFO : Epoch 1659 | loss: 0.0311516 | val_loss: 0.0311909 | Time: 3992.23 ms
[2021-12-27 08:58:21 main:574] : INFO : Epoch 1660 | loss: 0.0311548 | val_loss: 0.0311923 | Time: 3973.68 ms
[2021-12-27 08:58:25 main:574] : INFO : Epoch 1661 | loss: 0.031154 | val_loss: 0.0311924 | Time: 3978.4 ms
[2021-12-27 08:58:29 main:574] : INFO : Epoch 1662 | loss: 0.0311479 | val_loss: 0.0311853 | Time: 3990.58 ms
[2021-12-27 08:58:33 main:574] : INFO : Epoch 1663 | loss: 0.0311456 | val_loss: 0.0311873 | Time: 3974.87 ms
[2021-12-27 08:58:37 main:574] : INFO : Epoch 1664 | loss: 0.0311467 | val_loss: 0.0311937 | Time: 3977.68 ms
[2021-12-27 08:58:40 main:574] : INFO : Epoch 1665 | loss: 0.0311501 | val_loss: 0.0311872 | Time: 3974.19 ms
[2021-12-27 08:58:44 main:574] : INFO : Epoch 1666 | loss: 0.0311476 | val_loss: 0.0311905 | Time: 3967.33 ms
[2021-12-27 08:58:48 main:574] : INFO : Epoch 1667 | loss: 0.0311499 | val_loss: 0.0311895 | Time: 3986.5 ms
[2021-12-27 08:58:52 main:574] : INFO : Epoch 1668 | loss: 0.0311525 | val_loss: 0.0311903 | Time: 3970.83 ms
[2021-12-27 08:58:56 main:574] : INFO : Epoch 1669 | loss: 0.0311485 | val_loss: 0.0311902 | Time: 3984.64 ms
[2021-12-27 08:59:00 main:574] : INFO : Epoch 1670 | loss: 0.0311479 | val_loss: 0.0311864 | Time: 3976.69 ms
[2021-12-27 08:59:04 main:574] : INFO : Epoch 1671 | loss: 0.0311499 | val_loss: 0.0311927 | Time: 3983.59 ms
[2021-12-27 08:59:08 main:574] : INFO : Epoch 1672 | loss: 0.0311494 | val_loss: 0.0311828 | Time: 3971.73 ms
[2021-12-27 08:59:12 main:574] : INFO : Epoch 1673 | loss: 0.0311444 | val_loss: 0.0311863 | Time: 3972 ms
[2021-12-27 08:59:16 main:574] : INFO : Epoch 1674 | loss: 0.0311462 | val_loss: 0.0311862 | Time: 3972.24 ms
[2021-12-27 08:59:20 main:574] : INFO : Epoch 1675 | loss: 0.0311481 | val_loss: 0.0311902 | Time: 3977.27 ms
[2021-12-27 08:59:24 main:574] : INFO : Epoch 1676 | loss: 0.0311506 | val_loss: 0.0311838 | Time: 3977.03 ms
[2021-12-27 08:59:28 main:574] : INFO : Epoch 1677 | loss: 0.0311493 | val_loss: 0.0312052 | Time: 3975.64 ms
[2021-12-27 08:59:32 main:574] : INFO : Epoch 1678 | loss: 0.0311527 | val_loss: 0.0311879 | Time: 3974.42 ms
[2021-12-27 08:59:36 main:574] : INFO : Epoch 1679 | loss: 0.0311498 | val_loss: 0.031188 | Time: 3986.17 ms
[2021-12-27 08:59:40 main:574] : INFO : Epoch 1680 | loss: 0.031148 | val_loss: 0.0311881 | Time: 3976.79 ms
[2021-12-27 08:59:44 main:574] : INFO : Epoch 1681 | loss: 0.0311471 | val_loss: 0.0311865 | Time: 3974.14 ms
[2021-12-27 08:59:48 main:574] : INFO : Epoch 1682 | loss: 0.0311507 | val_loss: 0.0311827 | Time: 3972.07 ms
[2021-12-27 08:59:52 main:574] : INFO : Epoch 1683 | loss: 0.031166 | val_loss: 0.0311905 | Time: 3979.97 ms
[2021-12-27 08:59:56 main:574] : INFO : Epoch 1684 | loss: 0.0311674 | val_loss: 0.0311811 | Time: 3982.94 ms
[2021-12-27 09:00:00 main:574] : INFO : Epoch 1685 | loss: 0.031164 | val_loss: 0.0311828 | Time: 3987.42 ms
[2021-12-27 09:00:04 main:574] : INFO : Epoch 1686 | loss: 0.0311614 | val_loss: 0.0311858 | Time: 3974.82 ms
[2021-12-27 09:00:08 main:574] : INFO : Epoch 1687 | loss: 0.0311585 | val_loss: 0.0311835 | Time: 3971.06 ms
[2021-12-27 09:00:12 main:574] : INFO : Epoch 1688 | loss: 0.0311572 | val_loss: 0.0311823 | Time: 4004.56 ms
[2021-12-27 09:00:16 main:574] : INFO : Epoch 1689 | loss: 0.0311527 | val_loss: 0.0311836 | Time: 3972.11 ms
[2021-12-27 09:00:20 main:574] : INFO : Epoch 1690 | loss: 0.0311496 | val_loss: 0.0311896 | Time: 3984.44 ms
[2021-12-27 09:00:24 main:574] : INFO : Epoch 1691 | loss: 0.0311546 | val_loss: 0.0311882 | Time: 3968.75 ms
[2021-12-27 09:00:28 main:574] : INFO : Epoch 1692 | loss: 0.0311599 | val_loss: 0.03118 | Time: 3971.4 ms
[2021-12-27 09:00:32 main:574] : INFO : Epoch 1693 | loss: 0.0311603 | val_loss: 0.0311794 | Time: 3975.27 ms
[2021-12-27 09:00:36 main:574] : INFO : Epoch 1694 | loss: 0.0311561 | val_loss: 0.0311865 | Time: 3968.78 ms
[2021-12-27 09:00:40 main:574] : INFO : Epoch 1695 | loss: 0.0311593 | val_loss: 0.03118 | Time: 3986.62 ms
[2021-12-27 09:00:44 main:574] : INFO : Epoch 1696 | loss: 0.0311538 | val_loss: 0.03118 | Time: 3989.46 ms
[2021-12-27 09:00:48 main:574] : INFO : Epoch 1697 | loss: 0.0311522 | val_loss: 0.0311846 | Time: 3979.92 ms
[2021-12-27 09:00:52 main:574] : INFO : Epoch 1698 | loss: 0.0311501 | val_loss: 0.0311828 | Time: 3980.31 ms
[2021-12-27 09:00:56 main:574] : INFO : Epoch 1699 | loss: 0.0311547 | val_loss: 0.0311855 | Time: 3967.31 ms
[2021-12-27 09:01:00 main:574] : INFO : Epoch 1700 | loss: 0.0311533 | val_loss: 0.0311907 | Time: 3972.72 ms
[2021-12-27 09:01:04 main:574] : INFO : Epoch 1701 | loss: 0.0311499 | val_loss: 0.0311861 | Time: 3979.32 ms
[2021-12-27 09:01:08 main:574] : INFO : Epoch 1702 | loss: 0.031149 | val_loss: 0.0311853 | Time: 3975.3 ms
[2021-12-27 09:01:12 main:574] : INFO : Epoch 1703 | loss: 0.0311481 | val_loss: 0.0311866 | Time: 3975.77 ms
[2021-12-27 09:01:16 main:574] : INFO : Epoch 1704 | loss: 0.0311505 | val_loss: 0.0311868 | Time: 3977.75 ms
[2021-12-27 09:01:20 main:574] : INFO : Epoch 1705 | loss: 0.0311489 | val_loss: 0.0311857 | Time: 3978.12 ms
[2021-12-27 09:01:24 main:574] : INFO : Epoch 1706 | loss: 0.0311477 | val_loss: 0.031191 | Time: 3978 ms
[2021-12-27 09:01:28 main:574] : INFO : Epoch 1707 | loss: 0.0311468 | val_loss: 0.0311868 | Time: 3977.92 ms
[2021-12-27 09:01:32 main:574] : INFO : Epoch 1708 | loss: 0.0311468 | val_loss: 0.0311865 | Time: 3975.51 ms
[2021-12-27 09:01:36 main:574] : INFO : Epoch 1709 | loss: 0.0311455 | val_loss: 0.0311906 | Time: 3985.99 ms
[2021-12-27 09:01:40 main:574] : INFO : Epoch 1710 | loss: 0.0311481 | val_loss: 0.0311893 | Time: 3974.14 ms
[2021-12-27 09:01:44 main:574] : INFO : Epoch 1711 | loss: 0.031154 | val_loss: 0.0311962 | Time: 3982.74 ms
[2021-12-27 09:01:48 main:574] : INFO : Epoch 1712 | loss: 0.0311581 | val_loss: 0.0311887 | Time: 3979.87 ms
[2021-12-27 09:01:52 main:574] : INFO : Epoch 1713 | loss: 0.0311539 | val_loss: 0.0311828 | Time: 3975.58 ms
[2021-12-27 09:01:56 main:574] : INFO : Epoch 1714 | loss: 0.0311473 | val_loss: 0.0311814 | Time: 3975.47 ms
[2021-12-27 09:02:00 main:574] : INFO : Epoch 1715 | loss: 0.0311461 | val_loss: 0.0311874 | Time: 3971.83 ms
[2021-12-27 09:02:03 main:574] : INFO : Epoch 1716 | loss: 0.0311473 | val_loss: 0.0311806 | Time: 3974.69 ms
[2021-12-27 09:02:07 main:574] : INFO : Epoch 1717 | loss: 0.0311488 | val_loss: 0.0311827 | Time: 3973.96 ms
[2021-12-27 09:02:11 main:574] : INFO : Epoch 1718 | loss: 0.0311498 | val_loss: 0.031182 | Time: 3983.97 ms
[2021-12-27 09:02:15 main:574] : INFO : Epoch 1719 | loss: 0.0311482 | val_loss: 0.0311807 | Time: 3976.84 ms
[2021-12-27 09:02:19 main:574] : INFO : Epoch 1720 | loss: 0.0311431 | val_loss: 0.0311879 | Time: 3981.59 ms
[2021-12-27 09:02:23 main:574] : INFO : Epoch 1721 | loss: 0.0311454 | val_loss: 0.0311868 | Time: 3987.33 ms
[2021-12-27 09:02:27 main:574] : INFO : Epoch 1722 | loss: 0.0311525 | val_loss: 0.0311859 | Time: 3975.47 ms
[2021-12-27 09:02:31 main:574] : INFO : Epoch 1723 | loss: 0.0311523 | val_loss: 0.031186 | Time: 3981.3 ms
[2021-12-27 09:02:35 main:574] : INFO : Epoch 1724 | loss: 0.0311519 | val_loss: 0.0311959 | Time: 3975.39 ms
[2021-12-27 09:02:39 main:574] : INFO : Epoch 1725 | loss: 0.0311504 | val_loss: 0.0311881 | Time: 3969 ms
[2021-12-27 09:02:43 main:574] : INFO : Epoch 1726 | loss: 0.0311478 | val_loss: 0.0311929 | Time: 3994.68 ms
[2021-12-27 09:02:47 main:574] : INFO : Epoch 1727 | loss: 0.0311464 | val_loss: 0.0311903 | Time: 3979.85 ms
[2021-12-27 09:02:51 main:574] : INFO : Epoch 1728 | loss: 0.0311427 | val_loss: 0.0311927 | Time: 3969.83 ms
[2021-12-27 09:02:55 main:574] : INFO : Epoch 1729 | loss: 0.0311442 | val_loss: 0.0311925 | Time: 3972.61 ms
[2021-12-27 09:02:59 main:574] : INFO : Epoch 1730 | loss: 0.0311459 | val_loss: 0.0311894 | Time: 3973.06 ms
[2021-12-27 09:03:03 main:574] : INFO : Epoch 1731 | loss: 0.0311489 | val_loss: 0.031192 | Time: 3957.65 ms
[2021-12-27 09:03:07 main:574] : INFO : Epoch 1732 | loss: 0.0311502 | val_loss: 0.0311841 | Time: 3971.66 ms
[2021-12-27 09:03:11 main:574] : INFO : Epoch 1733 | loss: 0.0311469 | val_loss: 0.03119 | Time: 3984.87 ms
[2021-12-27 09:03:15 main:574] : INFO : Epoch 1734 | loss: 0.0311451 | val_loss: 0.0311874 | Time: 3968.9 ms
[2021-12-27 09:03:19 main:574] : INFO : Epoch 1735 | loss: 0.031144 | val_loss: 0.0311935 | Time: 3981.03 ms
[2021-12-27 09:03:23 main:574] : INFO : Epoch 1736 | loss: 0.0311441 | val_loss: 0.0311923 | Time: 3970.02 ms
[2021-12-27 09:03:27 main:574] : INFO : Epoch 1737 | loss: 0.0311494 | val_loss: 0.031191 | Time: 3969.31 ms
[2021-12-27 09:03:31 main:574] : INFO : Epoch 1738 | loss: 0.0311507 | val_loss: 0.0311883 | Time: 3973.82 ms
[2021-12-27 09:03:35 main:574] : INFO : Epoch 1739 | loss: 0.031147 | val_loss: 0.031192 | Time: 3991.47 ms
[2021-12-27 09:03:39 main:574] : INFO : Epoch 1740 | loss: 0.0311478 | val_loss: 0.0311838 | Time: 3987.47 ms
[2021-12-27 09:03:43 main:574] : INFO : Epoch 1741 | loss: 0.031148 | val_loss: 0.0311936 | Time: 3985.93 ms
[2021-12-27 09:03:47 main:574] : INFO : Epoch 1742 | loss: 0.0311574 | val_loss: 0.0311883 | Time: 3969.41 ms
[2021-12-27 09:03:51 main:574] : INFO : Epoch 1743 | loss: 0.0311549 | val_loss: 0.0311895 | Time: 3975.14 ms
[2021-12-27 09:03:55 main:574] : INFO : Epoch 1744 | loss: 0.0311511 | val_loss: 0.0311855 | Time: 3977.51 ms
[2021-12-27 09:03:59 main:574] : INFO : Epoch 1745 | loss: 0.0311482 | val_loss: 0.031193 | Time: 3983.13 ms
[2021-12-27 09:04:03 main:574] : INFO : Epoch 1746 | loss: 0.031151 | val_loss: 0.031183 | Time: 3972.35 ms
[2021-12-27 09:04:07 main:574] : INFO : Epoch 1747 | loss: 0.0311505 | val_loss: 0.0311941 | Time: 3978.19 ms
[2021-12-27 09:04:11 main:574] : INFO : Epoch 1748 | loss: 0.0311483 | val_loss: 0.031198 | Time: 3969.89 ms
[2021-12-27 09:04:15 main:574] : INFO : Epoch 1749 | loss: 0.0311475 | val_loss: 0.031188 | Time: 3972.29 ms
[2021-12-27 09:04:19 main:574] : INFO : Epoch 1750 | loss: 0.0311446 | val_loss: 0.0311869 | Time: 3979.07 ms
[2021-12-27 09:04:23 main:574] : INFO : Epoch 1751 | loss: 0.0311413 | val_loss: 0.0311844 | Time: 3976.31 ms
[2021-12-27 09:04:27 main:574] : INFO : Epoch 1752 | loss: 0.0311438 | val_loss: 0.031192 | Time: 3968.69 ms
[2021-12-27 09:04:31 main:574] : INFO : Epoch 1753 | loss: 0.0311452 | val_loss: 0.0311877 | Time: 3965.1 ms
[2021-12-27 09:04:35 main:574] : INFO : Epoch 1754 | loss: 0.0311494 | val_loss: 0.0311866 | Time: 4002.22 ms
[2021-12-27 09:04:39 main:574] : INFO : Epoch 1755 | loss: 0.0311513 | val_loss: 0.0311876 | Time: 3972.81 ms
[2021-12-27 09:04:43 main:574] : INFO : Epoch 1756 | loss: 0.031141 | val_loss: 0.0311882 | Time: 3968.45 ms
[2021-12-27 09:04:47 main:574] : INFO : Epoch 1757 | loss: 0.0311494 | val_loss: 0.0311922 | Time: 3974.69 ms
[2021-12-27 09:04:51 main:574] : INFO : Epoch 1758 | loss: 0.0311488 | val_loss: 0.0311905 | Time: 3972.5 ms
[2021-12-27 09:04:55 main:574] : INFO : Epoch 1759 | loss: 0.0311506 | val_loss: 0.0311923 | Time: 3976.37 ms
[2021-12-27 09:04:59 main:574] : INFO : Epoch 1760 | loss: 0.0311467 | val_loss: 0.0311881 | Time: 3972.96 ms
[2021-12-27 09:05:03 main:574] : INFO : Epoch 1761 | loss: 0.0311438 | val_loss: 0.0311893 | Time: 3990.54 ms
[2021-12-27 09:05:07 main:574] : INFO : Epoch 1762 | loss: 0.0311398 | val_loss: 0.0311892 | Time: 3976.98 ms
[2021-12-27 09:05:11 main:574] : INFO : Epoch 1763 | loss: 0.0311404 | val_loss: 0.0311899 | Time: 3978.45 ms
[2021-12-27 09:05:15 main:574] : INFO : Epoch 1764 | loss: 0.0311379 | val_loss: 0.031192 | Time: 3983.54 ms
[2021-12-27 09:05:19 main:574] : INFO : Epoch 1765 | loss: 0.0311381 | val_loss: 0.0311836 | Time: 3985.73 ms
[2021-12-27 09:05:22 main:574] : INFO : Epoch 1766 | loss: 0.0311475 | val_loss: 0.0311903 | Time: 3971.83 ms
[2021-12-27 09:05:26 main:574] : INFO : Epoch 1767 | loss: 0.0311503 | val_loss: 0.031189 | Time: 3984.11 ms
[2021-12-27 09:05:31 main:574] : INFO : Epoch 1768 | loss: 0.0311439 | val_loss: 0.0311917 | Time: 4015.03 ms
[2021-12-27 09:05:34 main:574] : INFO : Epoch 1769 | loss: 0.0311439 | val_loss: 0.0311858 | Time: 3972.72 ms
[2021-12-27 09:05:38 main:574] : INFO : Epoch 1770 | loss: 0.0311415 | val_loss: 0.0311884 | Time: 3973.6 ms
[2021-12-27 09:05:42 main:574] : INFO : Epoch 1771 | loss: 0.0311402 | val_loss: 0.0311956 | Time: 3983.02 ms
[2021-12-27 09:05:46 main:574] : INFO : Epoch 1772 | loss: 0.0311432 | val_loss: 0.0311859 | Time: 3981.19 ms
[2021-12-27 09:05:50 main:574] : INFO : Epoch 1773 | loss: 0.0311428 | val_loss: 0.0311906 | Time: 3992.53 ms
[2021-12-27 09:05:54 main:574] : INFO : Epoch 1774 | loss: 0.0311448 | val_loss: 0.0311877 | Time: 3964.85 ms
[2021-12-27 09:05:58 main:574] : INFO : Epoch 1775 | loss: 0.031143 | val_loss: 0.0312 | Time: 3984.85 ms
[2021-12-27 09:06:02 main:574] : INFO : Epoch 1776 | loss: 0.0311469 | val_loss: 0.0311885 | Time: 3972.03 ms
[2021-12-27 09:06:06 main:574] : INFO : Epoch 1777 | loss: 0.031143 | val_loss: 0.0311895 | Time: 3983.78 ms
[2021-12-27 09:06:10 main:574] : INFO : Epoch 1778 | loss: 0.0311395 | val_loss: 0.0311836 | Time: 3986.97 ms
[2021-12-27 09:06:14 main:574] : INFO : Epoch 1779 | loss: 0.0311442 | val_loss: 0.031183 | Time: 3973.4 ms
[2021-12-27 09:06:18 main:574] : INFO : Epoch 1780 | loss: 0.0311423 | val_loss: 0.0311863 | Time: 3964.97 ms
[2021-12-27 09:06:22 main:574] : INFO : Epoch 1781 | loss: 0.0311419 | val_loss: 0.0311948 | Time: 3966.37 ms
[2021-12-27 09:06:26 main:574] : INFO : Epoch 1782 | loss: 0.0311452 | val_loss: 0.0311861 | Time: 3977.51 ms
[2021-12-27 09:06:30 main:574] : INFO : Epoch 1783 | loss: 0.0311454 | val_loss: 0.0311957 | Time: 3985.16 ms
[2021-12-27 09:06:34 main:574] : INFO : Epoch 1784 | loss: 0.0311436 | val_loss: 0.0311992 | Time: 3981.7 ms
[2021-12-27 09:06:38 main:574] : INFO : Epoch 1785 | loss: 0.0311432 | val_loss: 0.0311868 | Time: 3977.56 ms
[2021-12-27 09:06:42 main:574] : INFO : Epoch 1786 | loss: 0.0311398 | val_loss: 0.031188 | Time: 3975.81 ms
[2021-12-27 09:06:46 main:574] : INFO : Epoch 1787 | loss: 0.0311383 | val_loss: 0.031195 | Time: 3973.12 ms
[2021-12-27 09:06:50 main:574] : INFO : Epoch 1788 | loss: 0.0311429 | val_loss: 0.0311876 | Time: 3978.89 ms
[2021-12-27 09:06:54 main:574] : INFO : Epoch 1789 | loss: 0.0311408 | val_loss: 0.0311856 | Time: 3977.18 ms
[2021-12-27 09:06:58 main:574] : INFO : Epoch 1790 | loss: 0.0311409 | val_loss: 0.0311893 | Time: 3973.97 ms
[2021-12-27 09:07:02 main:574] : INFO : Epoch 1791 | loss: 0.0311451 | val_loss: 0.0311887 | Time: 3967.16 ms
[2021-12-27 09:07:06 main:574] : INFO : Epoch 1792 | loss: 0.0311434 | val_loss: 0.0311881 | Time: 3987.45 ms
[2021-12-27 09:07:10 main:574] : INFO : Epoch 1793 | loss: 0.0311436 | val_loss: 0.0311882 | Time: 3978.34 ms
[2021-12-27 09:07:14 main:574] : INFO : Epoch 1794 | loss: 0.0311413 | val_loss: 0.0311938 | Time: 3979.05 ms
[2021-12-27 09:07:18 main:574] : INFO : Epoch 1795 | loss: 0.0311424 | val_loss: 0.0311861 | Time: 3970.23 ms
[2021-12-27 09:07:22 main:574] : INFO : Epoch 1796 | loss: 0.0311442 | val_loss: 0.0311844 | Time: 3970.03 ms
[2021-12-27 09:07:26 main:574] : INFO : Epoch 1797 | loss: 0.0311439 | val_loss: 0.0311878 | Time: 3987.26 ms
[2021-12-27 09:07:30 main:574] : INFO : Epoch 1798 | loss: 0.0311483 | val_loss: 0.0311925 | Time: 4003.84 ms
[2021-12-27 09:07:34 main:574] : INFO : Epoch 1799 | loss: 0.0311439 | val_loss: 0.0311912 | Time: 3977.8 ms
[2021-12-27 09:07:38 main:574] : INFO : Epoch 1800 | loss: 0.0311439 | val_loss: 0.0311887 | Time: 3938.66 ms
[2021-12-27 09:07:42 main:574] : INFO : Epoch 1801 | loss: 0.0311482 | val_loss: 0.0311863 | Time: 3972.98 ms
[2021-12-27 09:07:46 main:574] : INFO : Epoch 1802 | loss: 0.0311416 | val_loss: 0.0311924 | Time: 3985.29 ms
[2021-12-27 09:07:50 main:574] : INFO : Epoch 1803 | loss: 0.0311416 | val_loss: 0.0311897 | Time: 3994.51 ms
[2021-12-27 09:07:54 main:574] : INFO : Epoch 1804 | loss: 0.0311442 | val_loss: 0.0311903 | Time: 3986.64 ms
[2021-12-27 09:07:58 main:574] : INFO : Epoch 1805 | loss: 0.0311507 | val_loss: 0.0311827 | Time: 3973.47 ms
[2021-12-27 09:08:02 main:574] : INFO : Epoch 1806 | loss: 0.0311455 | val_loss: 0.0311855 | Time: 3976.61 ms
[2021-12-27 09:08:06 main:574] : INFO : Epoch 1807 | loss: 0.0311475 | val_loss: 0.0311922 | Time: 3978.37 ms
[2021-12-27 09:08:10 main:574] : INFO : Epoch 1808 | loss: 0.0311547 | val_loss: 0.0311885 | Time: 3986.48 ms
[2021-12-27 09:08:14 main:574] : INFO : Epoch 1809 | loss: 0.0311499 | val_loss: 0.0311912 | Time: 3976.86 ms
[2021-12-27 09:08:18 main:574] : INFO : Epoch 1810 | loss: 0.0311475 | val_loss: 0.0311902 | Time: 3971.15 ms
[2021-12-27 09:08:22 main:574] : INFO : Epoch 1811 | loss: 0.0311442 | val_loss: 0.0311878 | Time: 3974.63 ms
[2021-12-27 09:08:26 main:574] : INFO : Epoch 1812 | loss: 0.0311437 | val_loss: 0.0311883 | Time: 3986.64 ms
[2021-12-27 09:08:30 main:574] : INFO : Epoch 1813 | loss: 0.0311462 | val_loss: 0.0312015 | Time: 3974.6 ms
[2021-12-27 09:08:34 main:574] : INFO : Epoch 1814 | loss: 0.031148 | val_loss: 0.0311895 | Time: 3974.21 ms
[2021-12-27 09:08:38 main:574] : INFO : Epoch 1815 | loss: 0.0311419 | val_loss: 0.0311862 | Time: 3972.41 ms
[2021-12-27 09:08:42 main:574] : INFO : Epoch 1816 | loss: 0.0311384 | val_loss: 0.0311892 | Time: 3971.51 ms
[2021-12-27 09:08:46 main:574] : INFO : Epoch 1817 | loss: 0.0311394 | val_loss: 0.0312054 | Time: 3977.45 ms
[2021-12-27 09:08:50 main:574] : INFO : Epoch 1818 | loss: 0.031139 | val_loss: 0.0311888 | Time: 3977.21 ms
[2021-12-27 09:08:54 main:574] : INFO : Epoch 1819 | loss: 0.0311364 | val_loss: 0.031194 | Time: 3969.12 ms
[2021-12-27 09:08:57 main:574] : INFO : Epoch 1820 | loss: 0.0311349 | val_loss: 0.0311894 | Time: 3975.1 ms
[2021-12-27 09:09:01 main:574] : INFO : Epoch 1821 | loss: 0.0311408 | val_loss: 0.0311874 | Time: 3983.65 ms
[2021-12-27 09:09:05 main:574] : INFO : Epoch 1822 | loss: 0.0311477 | val_loss: 0.0311883 | Time: 3971.3 ms
[2021-12-27 09:09:09 main:574] : INFO : Epoch 1823 | loss: 0.0311372 | val_loss: 0.0311892 | Time: 3975.09 ms
[2021-12-27 09:09:13 main:574] : INFO : Epoch 1824 | loss: 0.031136 | val_loss: 0.0311964 | Time: 3969.76 ms
[2021-12-27 09:09:17 main:574] : INFO : Epoch 1825 | loss: 0.0311504 | val_loss: 0.0311863 | Time: 3980.53 ms
[2021-12-27 09:09:21 main:574] : INFO : Epoch 1826 | loss: 0.031164 | val_loss: 0.0311759 | Time: 3986.84 ms
[2021-12-27 09:09:25 main:574] : INFO : Epoch 1827 | loss: 0.0311595 | val_loss: 0.0311801 | Time: 3974.35 ms
[2021-12-27 09:09:29 main:574] : INFO : Epoch 1828 | loss: 0.0311542 | val_loss: 0.0311801 | Time: 3968.03 ms
[2021-12-27 09:09:33 main:574] : INFO : Epoch 1829 | loss: 0.0311499 | val_loss: 0.0311811 | Time: 3977.67 ms
[2021-12-27 09:09:37 main:574] : INFO : Epoch 1830 | loss: 0.0311485 | val_loss: 0.0311886 | Time: 3963.73 ms
[2021-12-27 09:09:41 main:574] : INFO : Epoch 1831 | loss: 0.0311512 | val_loss: 0.0311828 | Time: 3976.36 ms
[2021-12-27 09:09:45 main:574] : INFO : Epoch 1832 | loss: 0.0311454 | val_loss: 0.0311861 | Time: 3972.19 ms
[2021-12-27 09:09:49 main:574] : INFO : Epoch 1833 | loss: 0.0311432 | val_loss: 0.0311893 | Time: 3976.6 ms
[2021-12-27 09:09:53 main:574] : INFO : Epoch 1834 | loss: 0.0311414 | val_loss: 0.0311855 | Time: 4013.03 ms
[2021-12-27 09:09:57 main:574] : INFO : Epoch 1835 | loss: 0.0311408 | val_loss: 0.0311862 | Time: 3986.82 ms
[2021-12-27 09:10:01 main:574] : INFO : Epoch 1836 | loss: 0.0311391 | val_loss: 0.031187 | Time: 3966.93 ms
[2021-12-27 09:10:05 main:574] : INFO : Epoch 1837 | loss: 0.0311448 | val_loss: 0.0311894 | Time: 3985.56 ms
[2021-12-27 09:10:09 main:574] : INFO : Epoch 1838 | loss: 0.0311389 | val_loss: 0.0311884 | Time: 3965.43 ms
[2021-12-27 09:10:13 main:574] : INFO : Epoch 1839 | loss: 0.031136 | val_loss: 0.0311877 | Time: 3972.41 ms
[2021-12-27 09:10:17 main:574] : INFO : Epoch 1840 | loss: 0.0311389 | val_loss: 0.0311871 | Time: 3981.16 ms
[2021-12-27 09:10:21 main:574] : INFO : Epoch 1841 | loss: 0.0311356 | val_loss: 0.0312079 | Time: 3977.37 ms
[2021-12-27 09:10:25 main:574] : INFO : Epoch 1842 | loss: 0.03114 | val_loss: 0.0311879 | Time: 3971.39 ms
[2021-12-27 09:10:29 main:574] : INFO : Epoch 1843 | loss: 0.0311373 | val_loss: 0.0311926 | Time: 3966.9 ms
[2021-12-27 09:10:33 main:574] : INFO : Epoch 1844 | loss: 0.0311388 | val_loss: 0.0311887 | Time: 3972.71 ms
[2021-12-27 09:10:37 main:574] : INFO : Epoch 1845 | loss: 0.0311421 | val_loss: 0.0311896 | Time: 3973.02 ms
[2021-12-27 09:10:41 main:574] : INFO : Epoch 1846 | loss: 0.0311403 | val_loss: 0.0311899 | Time: 3970.03 ms
[2021-12-27 09:10:45 main:574] : INFO : Epoch 1847 | loss: 0.0311365 | val_loss: 0.0311878 | Time: 3968.06 ms
[2021-12-27 09:10:49 main:574] : INFO : Epoch 1848 | loss: 0.0311356 | val_loss: 0.0311878 | Time: 3989.12 ms
[2021-12-27 09:10:53 main:574] : INFO : Epoch 1849 | loss: 0.0311351 | val_loss: 0.0311915 | Time: 3973.64 ms
[2021-12-27 09:10:57 main:574] : INFO : Epoch 1850 | loss: 0.0311343 | val_loss: 0.031187 | Time: 3974.76 ms
[2021-12-27 09:11:01 main:574] : INFO : Epoch 1851 | loss: 0.0311426 | val_loss: 0.0311879 | Time: 3981.41 ms
[2021-12-27 09:11:05 main:574] : INFO : Epoch 1852 | loss: 0.0311383 | val_loss: 0.0311884 | Time: 3979.79 ms
[2021-12-27 09:11:09 main:574] : INFO : Epoch 1853 | loss: 0.0311347 | val_loss: 0.0311882 | Time: 4015.42 ms
[2021-12-27 09:11:13 main:574] : INFO : Epoch 1854 | loss: 0.0311443 | val_loss: 0.03119 | Time: 3980.33 ms
[2021-12-27 09:11:17 main:574] : INFO : Epoch 1855 | loss: 0.0311459 | val_loss: 0.0311946 | Time: 3984.24 ms
[2021-12-27 09:11:21 main:574] : INFO : Epoch 1856 | loss: 0.031149 | val_loss: 0.0312007 | Time: 3971.19 ms
[2021-12-27 09:11:25 main:574] : INFO : Epoch 1857 | loss: 0.03115 | val_loss: 0.0311881 | Time: 3972.33 ms
[2021-12-27 09:11:29 main:574] : INFO : Epoch 1858 | loss: 0.0311499 | val_loss: 0.0311834 | Time: 3970.84 ms
[2021-12-27 09:11:33 main:574] : INFO : Epoch 1859 | loss: 0.0311547 | val_loss: 0.0311832 | Time: 3980.15 ms
[2021-12-27 09:11:37 main:574] : INFO : Epoch 1860 | loss: 0.0311561 | val_loss: 0.0311828 | Time: 3980.76 ms
[2021-12-27 09:11:41 main:574] : INFO : Epoch 1861 | loss: 0.0311527 | val_loss: 0.0311857 | Time: 3981.22 ms
[2021-12-27 09:11:45 main:574] : INFO : Epoch 1862 | loss: 0.0311481 | val_loss: 0.0311842 | Time: 3976.87 ms
[2021-12-27 09:11:49 main:574] : INFO : Epoch 1863 | loss: 0.0311452 | val_loss: 0.0311853 | Time: 3965.53 ms
[2021-12-27 09:11:53 main:574] : INFO : Epoch 1864 | loss: 0.0311436 | val_loss: 0.0311853 | Time: 3970.76 ms
[2021-12-27 09:11:57 main:574] : INFO : Epoch 1865 | loss: 0.0311433 | val_loss: 0.0311919 | Time: 3977.13 ms
[2021-12-27 09:12:01 main:574] : INFO : Epoch 1866 | loss: 0.031149 | val_loss: 0.0311864 | Time: 3977.67 ms
[2021-12-27 09:12:05 main:574] : INFO : Epoch 1867 | loss: 0.0311453 | val_loss: 0.0311877 | Time: 3979.2 ms
[2021-12-27 09:12:09 main:574] : INFO : Epoch 1868 | loss: 0.0311416 | val_loss: 0.0311843 | Time: 3975.73 ms
[2021-12-27 09:12:13 main:574] : INFO : Epoch 1869 | loss: 0.0311395 | val_loss: 0.0311868 | Time: 3995.28 ms
[2021-12-27 09:12:17 main:574] : INFO : Epoch 1870 | loss: 0.0311391 | val_loss: 0.0311836 | Time: 3981.45 ms
[2021-12-27 09:12:20 main:574] : INFO : Epoch 1871 | loss: 0.0311394 | val_loss: 0.0311903 | Time: 3969.47 ms
[2021-12-27 09:12:24 main:574] : INFO : Epoch 1872 | loss: 0.0311416 | val_loss: 0.0311863 | Time: 3966.78 ms
[2021-12-27 09:12:28 main:574] : INFO : Epoch 1873 | loss: 0.0311406 | val_loss: 0.031192 | Time: 3979.57 ms
[2021-12-27 09:12:32 main:574] : INFO : Epoch 1874 | loss: 0.0311387 | val_loss: 0.0311915 | Time: 3980.66 ms
[2021-12-27 09:12:36 main:574] : INFO : Epoch 1875 | loss: 0.0311385 | val_loss: 0.0311875 | Time: 3969.96 ms
[2021-12-27 09:12:40 main:574] : INFO : Epoch 1876 | loss: 0.0311419 | val_loss: 0.0311983 | Time: 3955.15 ms
[2021-12-27 09:12:44 main:574] : INFO : Epoch 1877 | loss: 0.0311469 | val_loss: 0.0311955 | Time: 3984.25 ms
[2021-12-27 09:12:48 main:574] : INFO : Epoch 1878 | loss: 0.0311412 | val_loss: 0.0311898 | Time: 3968 ms
[2021-12-27 09:12:52 main:574] : INFO : Epoch 1879 | loss: 0.0311376 | val_loss: 0.0311886 | Time: 3975.07 ms
[2021-12-27 09:12:56 main:574] : INFO : Epoch 1880 | loss: 0.0311414 | val_loss: 0.0311935 | Time: 3962.74 ms
[2021-12-27 09:13:00 main:574] : INFO : Epoch 1881 | loss: 0.0311413 | val_loss: 0.0311945 | Time: 3974.73 ms
[2021-12-27 09:13:04 main:574] : INFO : Epoch 1882 | loss: 0.0311354 | val_loss: 0.0311943 | Time: 3976.39 ms
[2021-12-27 09:13:08 main:574] : INFO : Epoch 1883 | loss: 0.0311344 | val_loss: 0.0311917 | Time: 3996.05 ms
[2021-12-27 09:13:12 main:574] : INFO : Epoch 1884 | loss: 0.0311309 | val_loss: 0.0311885 | Time: 3970.54 ms
[2021-12-27 09:13:16 main:574] : INFO : Epoch 1885 | loss: 0.0311321 | val_loss: 0.0311902 | Time: 3976.28 ms
[2021-12-27 09:13:20 main:574] : INFO : Epoch 1886 | loss: 0.031132 | val_loss: 0.0311865 | Time: 3959.01 ms
[2021-12-27 09:13:24 main:574] : INFO : Epoch 1887 | loss: 0.0311343 | val_loss: 0.0311891 | Time: 3975.75 ms
[2021-12-27 09:13:28 main:574] : INFO : Epoch 1888 | loss: 0.0311368 | val_loss: 0.0311932 | Time: 3971.59 ms
[2021-12-27 09:13:32 main:574] : INFO : Epoch 1889 | loss: 0.0311423 | val_loss: 0.0311988 | Time: 3973.15 ms
[2021-12-27 09:13:36 main:574] : INFO : Epoch 1890 | loss: 0.031138 | val_loss: 0.0311916 | Time: 3970.65 ms
[2021-12-27 09:13:40 main:574] : INFO : Epoch 1891 | loss: 0.0311333 | val_loss: 0.0311937 | Time: 3970.18 ms
[2021-12-27 09:13:44 main:574] : INFO : Epoch 1892 | loss: 0.0311327 | val_loss: 0.0311926 | Time: 3982.52 ms
[2021-12-27 09:13:48 main:574] : INFO : Epoch 1893 | loss: 0.0311325 | val_loss: 0.0311916 | Time: 3973.68 ms
[2021-12-27 09:13:52 main:574] : INFO : Epoch 1894 | loss: 0.0311377 | val_loss: 0.031198 | Time: 3976.57 ms
[2021-12-27 09:13:56 main:574] : INFO : Epoch 1895 | loss: 0.0311351 | val_loss: 0.0311933 | Time: 3973.93 ms
[2021-12-27 09:14:00 main:574] : INFO : Epoch 1896 | loss: 0.0311389 | val_loss: 0.0311914 | Time: 3979.39 ms
[2021-12-27 09:14:04 main:574] : INFO : Epoch 1897 | loss: 0.0311429 | val_loss: 0.031199 | Time: 4008.35 ms
[2021-12-27 09:14:08 main:574] : INFO : Epoch 1898 | loss: 0.0311454 | val_loss: 0.0311871 | Time: 3974.64 ms
[2021-12-27 09:14:12 main:574] : INFO : Epoch 1899 | loss: 0.0311406 | val_loss: 0.031185 | Time: 3979.16 ms
[2021-12-27 09:14:16 main:574] : INFO : Epoch 1900 | loss: 0.0311371 | val_loss: 0.0311923 | Time: 3974.68 ms
[2021-12-27 09:14:20 main:574] : INFO : Epoch 1901 | loss: 0.0311339 | val_loss: 0.0311922 | Time: 3972.93 ms
[2021-12-27 09:14:24 main:574] : INFO : Epoch 1902 | loss: 0.0311366 | val_loss: 0.0311899 | Time: 3976.56 ms
[2021-12-27 09:14:28 main:574] : INFO : Epoch 1903 | loss: 0.0311316 | val_loss: 0.0311888 | Time: 3984.1 ms
[2021-12-27 09:14:32 main:574] : INFO : Epoch 1904 | loss: 0.0311339 | val_loss: 0.0311973 | Time: 3980.61 ms
[2021-12-27 09:14:36 main:574] : INFO : Epoch 1905 | loss: 0.0311321 | val_loss: 0.0311879 | Time: 3967.83 ms
[2021-12-27 09:14:40 main:574] : INFO : Epoch 1906 | loss: 0.0311325 | val_loss: 0.0312014 | Time: 3965.64 ms
[2021-12-27 09:14:44 main:574] : INFO : Epoch 1907 | loss: 0.0311343 | val_loss: 0.0311936 | Time: 3989.33 ms
[2021-12-27 09:14:48 main:574] : INFO : Epoch 1908 | loss: 0.0311379 | val_loss: 0.0311933 | Time: 3974.26 ms
[2021-12-27 09:14:52 main:574] : INFO : Epoch 1909 | loss: 0.0311372 | val_loss: 0.0311923 | Time: 3974.68 ms
[2021-12-27 09:14:56 main:574] : INFO : Epoch 1910 | loss: 0.0311395 | val_loss: 0.0311918 | Time: 3966.59 ms
[2021-12-27 09:15:00 main:574] : INFO : Epoch 1911 | loss: 0.0311371 | val_loss: 0.0311934 | Time: 3996.91 ms
[2021-12-27 09:15:04 main:574] : INFO : Epoch 1912 | loss: 0.0311355 | val_loss: 0.0311974 | Time: 3969.51 ms
[2021-12-27 09:15:08 main:574] : INFO : Epoch 1913 | loss: 0.0311365 | val_loss: 0.031195 | Time: 3972.64 ms
[2021-12-27 09:15:12 main:574] : INFO : Epoch 1914 | loss: 0.0311338 | val_loss: 0.03119 | Time: 3965.73 ms
[2021-12-27 09:15:16 main:574] : INFO : Epoch 1915 | loss: 0.0311346 | val_loss: 0.031193 | Time: 3978.47 ms
[2021-12-27 09:15:19 main:574] : INFO : Epoch 1916 | loss: 0.0311309 | val_loss: 0.0311921 | Time: 3969.4 ms
[2021-12-27 09:15:23 main:574] : INFO : Epoch 1917 | loss: 0.0311378 | val_loss: 0.0311944 | Time: 3985.36 ms
[2021-12-27 09:15:27 main:574] : INFO : Epoch 1918 | loss: 0.031137 | val_loss: 0.0312023 | Time: 3969.6 ms
[2021-12-27 09:15:31 main:574] : INFO : Epoch 1919 | loss: 0.0311393 | val_loss: 0.0311903 | Time: 3973.59 ms
[2021-12-27 09:15:35 main:574] : INFO : Epoch 1920 | loss: 0.031136 | val_loss: 0.0311971 | Time: 3973.46 ms
[2021-12-27 09:15:39 main:574] : INFO : Epoch 1921 | loss: 0.0311397 | val_loss: 0.0311916 | Time: 3978.12 ms
[2021-12-27 09:15:43 main:574] : INFO : Epoch 1922 | loss: 0.0311343 | val_loss: 0.0311983 | Time: 3970.35 ms
[2021-12-27 09:15:47 main:574] : INFO : Epoch 1923 | loss: 0.0311334 | val_loss: 0.0311877 | Time: 3988.73 ms
[2021-12-27 09:15:51 main:574] : INFO : Epoch 1924 | loss: 0.0311423 | val_loss: 0.0311974 | Time: 3971.05 ms
[2021-12-27 09:15:55 main:574] : INFO : Epoch 1925 | loss: 0.0311463 | val_loss: 0.0311908 | Time: 3994.95 ms
[2021-12-27 09:15:59 main:574] : INFO : Epoch 1926 | loss: 0.0311471 | val_loss: 0.0311906 | Time: 3987.9 ms
[2021-12-27 09:16:03 main:574] : INFO : Epoch 1927 | loss: 0.0311395 | val_loss: 0.0311887 | Time: 3978.98 ms
[2021-12-27 09:16:07 main:574] : INFO : Epoch 1928 | loss: 0.0311367 | val_loss: 0.0311862 | Time: 3973.55 ms
[2021-12-27 09:16:11 main:574] : INFO : Epoch 1929 | loss: 0.0311348 | val_loss: 0.0311881 | Time: 3976.71 ms
[2021-12-27 09:16:15 main:574] : INFO : Epoch 1930 | loss: 0.0311341 | val_loss: 0.0311949 | Time: 3974.14 ms
[2021-12-27 09:16:19 main:574] : INFO : Epoch 1931 | loss: 0.0311334 | val_loss: 0.0311906 | Time: 3962.23 ms
[2021-12-27 09:16:23 main:574] : INFO : Epoch 1932 | loss: 0.0311315 | val_loss: 0.0311911 | Time: 3976.29 ms
[2021-12-27 09:16:27 main:574] : INFO : Epoch 1933 | loss: 0.0311304 | val_loss: 0.0311891 | Time: 3983.11 ms
[2021-12-27 09:16:31 main:574] : INFO : Epoch 1934 | loss: 0.0311366 | val_loss: 0.0311915 | Time: 3974.02 ms
[2021-12-27 09:16:35 main:574] : INFO : Epoch 1935 | loss: 0.0311329 | val_loss: 0.0311985 | Time: 3984.64 ms
[2021-12-27 09:16:39 main:574] : INFO : Epoch 1936 | loss: 0.0311322 | val_loss: 0.0311875 | Time: 3973.03 ms
[2021-12-27 09:16:43 main:574] : INFO : Epoch 1937 | loss: 0.031135 | val_loss: 0.0312019 | Time: 3975.65 ms
[2021-12-27 09:16:47 main:574] : INFO : Epoch 1938 | loss: 0.0311411 | val_loss: 0.0311972 | Time: 3967.23 ms
[2021-12-27 09:16:51 main:574] : INFO : Epoch 1939 | loss: 0.0311322 | val_loss: 0.0311953 | Time: 3988.13 ms
[2021-12-27 09:16:55 main:574] : INFO : Epoch 1940 | loss: 0.031131 | val_loss: 0.0311914 | Time: 3976.97 ms
[2021-12-27 09:16:59 main:574] : INFO : Epoch 1941 | loss: 0.0311317 | val_loss: 0.0311975 | Time: 3975.24 ms
[2021-12-27 09:17:03 main:574] : INFO : Epoch 1942 | loss: 0.0311328 | val_loss: 0.0311903 | Time: 3981.93 ms
[2021-12-27 09:17:07 main:574] : INFO : Epoch 1943 | loss: 0.0311387 | val_loss: 0.0311961 | Time: 3992.24 ms
[2021-12-27 09:17:11 main:574] : INFO : Epoch 1944 | loss: 0.0311381 | val_loss: 0.0311906 | Time: 3961.94 ms
[2021-12-27 09:17:15 main:574] : INFO : Epoch 1945 | loss: 0.031132 | val_loss: 0.0311899 | Time: 3974.46 ms
[2021-12-27 09:17:19 main:574] : INFO : Epoch 1946 | loss: 0.0311299 | val_loss: 0.0311971 | Time: 3980.05 ms
[2021-12-27 09:17:23 main:574] : INFO : Epoch 1947 | loss: 0.0311325 | val_loss: 0.0311999 | Time: 3982.62 ms
[2021-12-27 09:17:27 main:574] : INFO : Epoch 1948 | loss: 0.0311331 | val_loss: 0.0311982 | Time: 3963.26 ms
[2021-12-27 09:17:31 main:574] : INFO : Epoch 1949 | loss: 0.0311294 | val_loss: 0.0311977 | Time: 3975.9 ms
[2021-12-27 09:17:35 main:574] : INFO : Epoch 1950 | loss: 0.0311283 | val_loss: 0.0311932 | Time: 3978.91 ms
[2021-12-27 09:17:39 main:574] : INFO : Epoch 1951 | loss: 0.031128 | val_loss: 0.0311933 | Time: 3954.85 ms
[2021-12-27 09:17:43 main:574] : INFO : Epoch 1952 | loss: 0.0311293 | val_loss: 0.0311874 | Time: 3970.69 ms
[2021-12-27 09:17:47 main:574] : INFO : Epoch 1953 | loss: 0.0311337 | val_loss: 0.0311929 | Time: 3985.69 ms
[2021-12-27 09:17:51 main:574] : INFO : Epoch 1954 | loss: 0.031131 | val_loss: 0.0311941 | Time: 3974.86 ms
[2021-12-27 09:17:55 main:574] : INFO : Epoch 1955 | loss: 0.0311362 | val_loss: 0.0311873 | Time: 3971.15 ms
[2021-12-27 09:17:59 main:574] : INFO : Epoch 1956 | loss: 0.0311488 | val_loss: 0.0311804 | Time: 3970.4 ms
[2021-12-27 09:18:03 main:574] : INFO : Epoch 1957 | loss: 0.0311397 | val_loss: 0.0311827 | Time: 3971.35 ms
[2021-12-27 09:18:07 main:574] : INFO : Epoch 1958 | loss: 0.0311361 | val_loss: 0.0311929 | Time: 3966.53 ms
[2021-12-27 09:18:11 main:574] : INFO : Epoch 1959 | loss: 0.0311317 | val_loss: 0.0311862 | Time: 3965.95 ms
[2021-12-27 09:18:15 main:574] : INFO : Epoch 1960 | loss: 0.0311321 | val_loss: 0.0311913 | Time: 3988.28 ms
[2021-12-27 09:18:19 main:574] : INFO : Epoch 1961 | loss: 0.0311362 | val_loss: 0.0311955 | Time: 3978.71 ms
[2021-12-27 09:18:23 main:574] : INFO : Epoch 1962 | loss: 0.0311392 | val_loss: 0.0311878 | Time: 3965.79 ms
[2021-12-27 09:18:27 main:574] : INFO : Epoch 1963 | loss: 0.0311372 | val_loss: 0.031185 | Time: 3973.79 ms
[2021-12-27 09:18:30 main:574] : INFO : Epoch 1964 | loss: 0.0311331 | val_loss: 0.0311883 | Time: 3974.42 ms
[2021-12-27 09:18:34 main:574] : INFO : Epoch 1965 | loss: 0.0311353 | val_loss: 0.0311847 | Time: 3974.74 ms
[2021-12-27 09:18:38 main:574] : INFO : Epoch 1966 | loss: 0.0311343 | val_loss: 0.0311901 | Time: 3974.45 ms
[2021-12-27 09:18:42 main:574] : INFO : Epoch 1967 | loss: 0.031141 | val_loss: 0.031188 | Time: 3988.15 ms
[2021-12-27 09:18:46 main:574] : INFO : Epoch 1968 | loss: 0.031139 | val_loss: 0.0311859 | Time: 3992.96 ms
[2021-12-27 09:18:50 main:574] : INFO : Epoch 1969 | loss: 0.0311425 | val_loss: 0.031186 | Time: 3975.96 ms
[2021-12-27 09:18:54 main:574] : INFO : Epoch 1970 | loss: 0.0311439 | val_loss: 0.0311936 | Time: 3981.7 ms
[2021-12-27 09:18:58 main:574] : INFO : Epoch 1971 | loss: 0.031143 | val_loss: 0.0311893 | Time: 3979.41 ms
[2021-12-27 09:19:02 main:574] : INFO : Epoch 1972 | loss: 0.0311372 | val_loss: 0.031189 | Time: 3990.93 ms
[2021-12-27 09:19:06 main:574] : INFO : Epoch 1973 | loss: 0.031133 | val_loss: 0.0311842 | Time: 3969.55 ms
[2021-12-27 09:19:10 main:574] : INFO : Epoch 1974 | loss: 0.0311292 | val_loss: 0.0311889 | Time: 3965.72 ms
[2021-12-27 09:19:14 main:574] : INFO : Epoch 1975 | loss: 0.0311328 | val_loss: 0.0311991 | Time: 3974.1 ms
[2021-12-27 09:19:18 main:574] : INFO : Epoch 1976 | loss: 0.0311323 | val_loss: 0.0311851 | Time: 3968.52 ms
[2021-12-27 09:19:22 main:574] : INFO : Epoch 1977 | loss: 0.0311316 | val_loss: 0.0311861 | Time: 3974.92 ms
[2021-12-27 09:19:26 main:574] : INFO : Epoch 1978 | loss: 0.0311269 | val_loss: 0.0311945 | Time: 3966.92 ms
[2021-12-27 09:19:30 main:574] : INFO : Epoch 1979 | loss: 0.0311277 | val_loss: 0.0311914 | Time: 3975.18 ms
[2021-12-27 09:19:34 main:574] : INFO : Epoch 1980 | loss: 0.0311287 | val_loss: 0.0311874 | Time: 3970.47 ms
[2021-12-27 09:19:38 main:574] : INFO : Epoch 1981 | loss: 0.0311292 | val_loss: 0.0311888 | Time: 3975.24 ms
[2021-12-27 09:19:42 main:574] : INFO : Epoch 1982 | loss: 0.0311337 | val_loss: 0.031185 | Time: 3984.43 ms
[2021-12-27 09:19:46 main:574] : INFO : Epoch 1983 | loss: 0.0311356 | val_loss: 0.0311857 | Time: 3970.71 ms
[2021-12-27 09:19:50 main:574] : INFO : Epoch 1984 | loss: 0.0311365 | val_loss: 0.0311816 | Time: 3963.12 ms
[2021-12-27 09:19:54 main:574] : INFO : Epoch 1985 | loss: 0.0311375 | val_loss: 0.0311936 | Time: 3976.34 ms
[2021-12-27 09:19:58 main:574] : INFO : Epoch 1986 | loss: 0.0311371 | val_loss: 0.0311967 | Time: 3977.57 ms
[2021-12-27 09:20:02 main:574] : INFO : Epoch 1987 | loss: 0.03113 | val_loss: 0.0311912 | Time: 3974.16 ms
[2021-12-27 09:20:06 main:574] : INFO : Epoch 1988 | loss: 0.0311297 | val_loss: 0.0311897 | Time: 3971.97 ms
[2021-12-27 09:20:10 main:574] : INFO : Epoch 1989 | loss: 0.0311277 | val_loss: 0.0311947 | Time: 3969.1 ms
[2021-12-27 09:20:14 main:574] : INFO : Epoch 1990 | loss: 0.0311251 | val_loss: 0.0311899 | Time: 3967.22 ms
[2021-12-27 09:20:18 main:574] : INFO : Epoch 1991 | loss: 0.031125 | val_loss: 0.0311915 | Time: 3976.06 ms
[2021-12-27 09:20:22 main:574] : INFO : Epoch 1992 | loss: 0.0311308 | val_loss: 0.0311991 | Time: 3976.43 ms
[2021-12-27 09:20:26 main:574] : INFO : Epoch 1993 | loss: 0.031128 | val_loss: 0.0311911 | Time: 3984.97 ms
[2021-12-27 09:20:30 main:574] : INFO : Epoch 1994 | loss: 0.0311268 | val_loss: 0.0311905 | Time: 3980.42 ms
[2021-12-27 09:20:34 main:574] : INFO : Epoch 1995 | loss: 0.0311273 | val_loss: 0.0311877 | Time: 3983.28 ms
[2021-12-27 09:20:38 main:574] : INFO : Epoch 1996 | loss: 0.0311273 | val_loss: 0.0311921 | Time: 3993.43 ms
[2021-12-27 09:20:42 main:574] : INFO : Epoch 1997 | loss: 0.0311303 | val_loss: 0.0311976 | Time: 3980.1 ms
[2021-12-27 09:20:46 main:574] : INFO : Epoch 1998 | loss: 0.031144 | val_loss: 0.0311855 | Time: 3971.72 ms
[2021-12-27 09:20:50 main:574] : INFO : Epoch 1999 | loss: 0.0311497 | val_loss: 0.0311893 | Time: 3983.14 ms
[2021-12-27 09:20:54 main:574] : INFO : Epoch 2000 | loss: 0.0311541 | val_loss: 0.03119 | Time: 3977.79 ms
[2021-12-27 09:20:58 main:574] : INFO : Epoch 2001 | loss: 0.0311474 | val_loss: 0.031184 | Time: 3983.57 ms
[2021-12-27 09:21:02 main:574] : INFO : Epoch 2002 | loss: 0.0311466 | val_loss: 0.0311862 | Time: 3972.27 ms
[2021-12-27 09:21:06 main:574] : INFO : Epoch 2003 | loss: 0.031138 | val_loss: 0.0311872 | Time: 3975.09 ms
[2021-12-27 09:21:10 main:574] : INFO : Epoch 2004 | loss: 0.0311317 | val_loss: 0.0311899 | Time: 3988.96 ms
[2021-12-27 09:21:14 main:574] : INFO : Epoch 2005 | loss: 0.0311363 | val_loss: 0.0311918 | Time: 3975.2 ms
[2021-12-27 09:21:18 main:574] : INFO : Epoch 2006 | loss: 0.0311331 | val_loss: 0.031188 | Time: 3984.48 ms
[2021-12-27 09:21:22 main:574] : INFO : Epoch 2007 | loss: 0.0311315 | val_loss: 0.0311897 | Time: 3970.88 ms
[2021-12-27 09:21:26 main:574] : INFO : Epoch 2008 | loss: 0.0311292 | val_loss: 0.0311896 | Time: 3977.11 ms
[2021-12-27 09:21:30 main:574] : INFO : Epoch 2009 | loss: 0.0311308 | val_loss: 0.0311973 | Time: 3990.7 ms
[2021-12-27 09:21:34 main:574] : INFO : Epoch 2010 | loss: 0.0311274 | val_loss: 0.0311887 | Time: 3987.35 ms
[2021-12-27 09:21:38 main:574] : INFO : Epoch 2011 | loss: 0.0311279 | val_loss: 0.0311893 | Time: 3969.52 ms
[2021-12-27 09:21:42 main:574] : INFO : Epoch 2012 | loss: 0.0311297 | val_loss: 0.0311918 | Time: 3965.9 ms
[2021-12-27 09:21:46 main:574] : INFO : Epoch 2013 | loss: 0.0311306 | val_loss: 0.0311915 | Time: 3972.18 ms
[2021-12-27 09:21:49 main:574] : INFO : Epoch 2014 | loss: 0.0311307 | val_loss: 0.0311851 | Time: 3974.46 ms
[2021-12-27 09:21:53 main:574] : INFO : Epoch 2015 | loss: 0.0311263 | val_loss: 0.0311944 | Time: 3980.32 ms
[2021-12-27 09:21:57 main:574] : INFO : Epoch 2016 | loss: 0.0311261 | val_loss: 0.0311888 | Time: 3976.33 ms
[2021-12-27 09:22:01 main:574] : INFO : Epoch 2017 | loss: 0.0311266 | val_loss: 0.0311857 | Time: 3963.94 ms
[2021-12-27 09:22:05 main:574] : INFO : Epoch 2018 | loss: 0.0311261 | val_loss: 0.0311894 | Time: 3965.65 ms
[2021-12-27 09:22:09 main:574] : INFO : Epoch 2019 | loss: 0.0311263 | val_loss: 0.0311891 | Time: 3976.28 ms
[2021-12-27 09:22:13 main:574] : INFO : Epoch 2020 | loss: 0.0311239 | val_loss: 0.0311967 | Time: 3971.61 ms
[2021-12-27 09:22:17 main:574] : INFO : Epoch 2021 | loss: 0.0311303 | val_loss: 0.0311897 | Time: 3972.75 ms
[2021-12-27 09:22:21 main:574] : INFO : Epoch 2022 | loss: 0.0311277 | val_loss: 0.0311972 | Time: 3962.08 ms
[2021-12-27 09:22:25 main:574] : INFO : Epoch 2023 | loss: 0.0311286 | val_loss: 0.0311923 | Time: 3974.61 ms
[2021-12-27 09:22:29 main:574] : INFO : Epoch 2024 | loss: 0.0311268 | val_loss: 0.0311892 | Time: 3979.81 ms
[2021-12-27 09:22:33 main:574] : INFO : Epoch 2025 | loss: 0.0311263 | val_loss: 0.0311928 | Time: 3976.59 ms
[2021-12-27 09:22:37 main:574] : INFO : Epoch 2026 | loss: 0.0311232 | val_loss: 0.0311858 | Time: 3961.18 ms
[2021-12-27 09:22:41 main:574] : INFO : Epoch 2027 | loss: 0.0311217 | val_loss: 0.0311938 | Time: 3967.23 ms
[2021-12-27 09:22:45 main:574] : INFO : Epoch 2028 | loss: 0.0311234 | val_loss: 0.0311909 | Time: 3975.67 ms
[2021-12-27 09:22:49 main:574] : INFO : Epoch 2029 | loss: 0.0311218 | val_loss: 0.0311918 | Time: 3976.04 ms
[2021-12-27 09:22:53 main:574] : INFO : Epoch 2030 | loss: 0.0311207 | val_loss: 0.0311953 | Time: 3967.92 ms
[2021-12-27 09:22:57 main:574] : INFO : Epoch 2031 | loss: 0.0311221 | val_loss: 0.0311863 | Time: 3979.95 ms
[2021-12-27 09:23:01 main:574] : INFO : Epoch 2032 | loss: 0.031119 | val_loss: 0.0311871 | Time: 3973.11 ms
[2021-12-27 09:23:05 main:574] : INFO : Epoch 2033 | loss: 0.0311267 | val_loss: 0.0311909 | Time: 3977.33 ms
[2021-12-27 09:23:09 main:574] : INFO : Epoch 2034 | loss: 0.0311416 | val_loss: 0.031186 | Time: 3976.85 ms
[2021-12-27 09:23:13 main:574] : INFO : Epoch 2035 | loss: 0.0311383 | val_loss: 0.0311955 | Time: 3973.82 ms
[2021-12-27 09:23:17 main:574] : INFO : Epoch 2036 | loss: 0.0311376 | val_loss: 0.0311965 | Time: 3969.48 ms
[2021-12-27 09:23:21 main:574] : INFO : Epoch 2037 | loss: 0.0311355 | val_loss: 0.0311869 | Time: 3984.43 ms
[2021-12-27 09:23:25 main:574] : INFO : Epoch 2038 | loss: 0.0311381 | val_loss: 0.0311843 | Time: 4003.76 ms
[2021-12-27 09:23:29 main:574] : INFO : Epoch 2039 | loss: 0.031135 | val_loss: 0.0311831 | Time: 3989.54 ms
[2021-12-27 09:23:33 main:574] : INFO : Epoch 2040 | loss: 0.031136 | val_loss: 0.0311918 | Time: 3966.47 ms
[2021-12-27 09:23:37 main:574] : INFO : Epoch 2041 | loss: 0.0311401 | val_loss: 0.0311854 | Time: 3975.93 ms
[2021-12-27 09:23:41 main:574] : INFO : Epoch 2042 | loss: 0.031145 | val_loss: 0.0311835 | Time: 3970.47 ms
[2021-12-27 09:23:45 main:574] : INFO : Epoch 2043 | loss: 0.0311567 | val_loss: 0.0311777 | Time: 3988.04 ms
[2021-12-27 09:23:49 main:574] : INFO : Epoch 2044 | loss: 0.0311557 | val_loss: 0.0311801 | Time: 3973.69 ms
[2021-12-27 09:23:53 main:574] : INFO : Epoch 2045 | loss: 0.0311474 | val_loss: 0.0311798 | Time: 3972.02 ms
[2021-12-27 09:23:57 main:574] : INFO : Epoch 2046 | loss: 0.0311405 | val_loss: 0.0311878 | Time: 3966.55 ms
[2021-12-27 09:24:01 main:574] : INFO : Epoch 2047 | loss: 0.0311389 | val_loss: 0.0311841 | Time: 3984.41 ms
[2021-12-27 09:24:05 main:574] : INFO : Epoch 2048 | loss: 0.0311342 | val_loss: 0.0311852 | Time: 3965.85 ms
[2021-12-27 09:24:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311852
[2021-12-27 09:24:05 main:603] : INFO : Saving end state to config to file
[2021-12-27 09:24:05 main:608] : INFO : Success, exiting..
09:24:05 (3696): 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)