Task 9997231
| Name | ParityModified-1639946954-2274-0_0 |
| Workunit | 7376172 |
| Created | 19 Dec 2021, 20:49:18 UTC |
| Sent | 26 Dec 2021, 20:07:29 UTC |
| Report deadline | 3 Jan 2022, 20:07:29 UTC |
| Received | 27 Dec 2021, 0:40:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16924 |
| Run time | 2 hours 19 min 55 sec |
| CPU time | 2 hours 8 min 56 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: 0.0311177 | val_loss: 0.0311709 | Time: 3981.78 ms [2021-12-27 02:00:15 main:574] : INFO : Epoch 1543 | loss: 0.031109 | val_loss: 0.0311769 | Time: 3981.56 ms [2021-12-27 02:00:19 main:574] : INFO : Epoch 1544 | loss: 0.0311079 | val_loss: 0.0311731 | Time: 3980.84 ms [2021-12-27 02:00:23 main:574] : INFO : Epoch 1545 | loss: 0.0311081 | val_loss: 0.0311749 | Time: 3982.07 ms [2021-12-27 02:00:27 main:574] : INFO : Epoch 1546 | loss: 0.031117 | val_loss: 0.0311603 | Time: 3983.2 ms [2021-12-27 02:00:31 main:574] : INFO : Epoch 1547 | loss: 0.031121 | val_loss: 0.0311653 | Time: 3992.22 ms [2021-12-27 02:00:35 main:574] : INFO : Epoch 1548 | loss: 0.0311158 | val_loss: 0.0311703 | Time: 3979.8 ms [2021-12-27 02:00:39 main:574] : INFO : Epoch 1549 | loss: 0.0311127 | val_loss: 0.0311654 | Time: 3987.31 ms [2021-12-27 02:00:43 main:574] : INFO : Epoch 1550 | loss: 0.0311117 | val_loss: 0.0311678 | Time: 3981.34 ms [2021-12-27 02:00:47 main:574] : INFO : Epoch 1551 | loss: 0.0311101 | val_loss: 0.0311745 | Time: 3989.59 ms [2021-12-27 02:00:51 main:574] : INFO : Epoch 1552 | loss: 0.0311115 | val_loss: 0.0311698 | Time: 3978.08 ms [2021-12-27 02:00:55 main:574] : INFO : Epoch 1553 | loss: 0.0311084 | val_loss: 0.0311729 | Time: 3977.01 ms [2021-12-27 02:00:59 main:574] : INFO : Epoch 1554 | loss: 0.0311078 | val_loss: 0.0311805 | Time: 3984.59 ms [2021-12-27 02:01:03 main:574] : INFO : Epoch 1555 | loss: 0.0311083 | val_loss: 0.0311778 | Time: 3976.33 ms [2021-12-27 02:01:07 main:574] : INFO : Epoch 1556 | loss: 0.0311097 | val_loss: 0.0311706 | Time: 3994.25 ms [2021-12-27 02:01:11 main:574] : INFO : Epoch 1557 | loss: 0.0311083 | val_loss: 0.0311823 | Time: 3976.24 ms [2021-12-27 02:01:15 main:574] : INFO : Epoch 1558 | loss: 0.0311111 | val_loss: 0.031168 | Time: 3978.47 ms [2021-12-27 02:01:19 main:574] : INFO : Epoch 1559 | loss: 0.0311138 | val_loss: 0.0311688 | Time: 3975.49 ms [2021-12-27 02:01:23 main:574] : INFO : Epoch 1560 | loss: 0.0311105 | val_loss: 0.0311774 | Time: 3983.93 ms [2021-12-27 02:01:27 main:574] : INFO : Epoch 1561 | loss: 0.0311091 | val_loss: 0.0311774 | Time: 3975.26 ms [2021-12-27 02:01:31 main:574] : INFO : Epoch 1562 | loss: 0.0311101 | val_loss: 0.031185 | Time: 3980.58 ms [2021-12-27 02:01:35 main:574] : INFO : Epoch 1563 | loss: 0.0311091 | val_loss: 0.0311852 | Time: 3990.94 ms [2021-12-27 02:01:39 main:574] : INFO : Epoch 1564 | loss: 0.0311059 | val_loss: 0.0311665 | Time: 3981.98 ms [2021-12-27 02:01:43 main:574] : INFO : Epoch 1565 | loss: 0.0311077 | val_loss: 0.0311743 | Time: 3979.05 ms [2021-12-27 02:01:47 main:574] : INFO : Epoch 1566 | loss: 0.0311062 | val_loss: 0.0311766 | Time: 3984.2 ms [2021-12-27 02:01:51 main:574] : INFO : Epoch 1567 | loss: 0.0311111 | val_loss: 0.0311742 | Time: 3980.61 ms [2021-12-27 02:01:55 main:574] : INFO : Epoch 1568 | loss: 0.031109 | val_loss: 0.0311777 | Time: 3997.47 ms [2021-12-27 02:01:59 main:574] : INFO : Epoch 1569 | loss: 0.0311103 | val_loss: 0.0311712 | Time: 3985.09 ms [2021-12-27 02:02:03 main:574] : INFO : Epoch 1570 | loss: 0.0311091 | val_loss: 0.031174 | Time: 3974.8 ms [2021-12-27 02:02:07 main:574] : INFO : Epoch 1571 | loss: 0.0311041 | val_loss: 0.0311806 | Time: 3974.12 ms [2021-12-27 02:02:11 main:574] : INFO : Epoch 1572 | loss: 0.0311061 | val_loss: 0.03117 | Time: 4026.29 ms [2021-12-27 02:02:15 main:574] : INFO : Epoch 1573 | loss: 0.0311089 | val_loss: 0.0311661 | Time: 3980.14 ms [2021-12-27 02:02:19 main:574] : INFO : Epoch 1574 | loss: 0.0311111 | val_loss: 0.0311791 | Time: 3977.14 ms [2021-12-27 02:02:23 main:574] : INFO : Epoch 1575 | loss: 0.0311137 | val_loss: 0.0311784 | Time: 3979.07 ms [2021-12-27 02:02:27 main:574] : INFO : Epoch 1576 | loss: 0.031126 | val_loss: 0.0311656 | Time: 3976.1 ms [2021-12-27 02:02:31 main:574] : INFO : Epoch 1577 | loss: 0.031123 | val_loss: 0.0311626 | Time: 3981.07 ms [2021-12-27 02:02:35 main:574] : INFO : Epoch 1578 | loss: 0.0311158 | val_loss: 0.0311739 | Time: 3989.45 ms [2021-12-27 02:02:39 main:574] : INFO : Epoch 1579 | loss: 0.0311102 | val_loss: 0.0311701 | Time: 3970.48 ms [2021-12-27 02:02:42 main:574] : INFO : Epoch 1580 | loss: 0.0311096 | val_loss: 0.0311714 | Time: 3946.22 ms [2021-12-27 02:02:46 main:574] : INFO : Epoch 1581 | loss: 0.0311069 | val_loss: 0.0311794 | Time: 3980.29 ms [2021-12-27 02:02:50 main:574] : INFO : Epoch 1582 | loss: 0.0311062 | val_loss: 0.0311692 | Time: 3997.8 ms [2021-12-27 02:02:54 main:574] : INFO : Epoch 1583 | loss: 0.0311081 | val_loss: 0.031185 | Time: 3996.84 ms [2021-12-27 02:02:58 main:574] : INFO : Epoch 1584 | loss: 0.0311083 | val_loss: 0.0311763 | Time: 3979.87 ms [2021-12-27 02:03:02 main:574] : INFO : Epoch 1585 | loss: 0.0311026 | val_loss: 0.0311815 | Time: 3983.67 ms [2021-12-27 02:03:06 main:574] : INFO : Epoch 1586 | loss: 0.0311056 | val_loss: 0.0311829 | Time: 3977.82 ms [2021-12-27 02:03:10 main:574] : INFO : Epoch 1587 | loss: 0.0311108 | val_loss: 0.031176 | Time: 3977.61 ms [2021-12-27 02:03:14 main:574] : INFO : Epoch 1588 | loss: 0.0311105 | val_loss: 0.0311737 | Time: 3982.94 ms [2021-12-27 02:03:18 main:574] : INFO : Epoch 1589 | loss: 0.0311109 | val_loss: 0.0311761 | Time: 3966.34 ms [2021-12-27 02:03:22 main:574] : INFO : Epoch 1590 | loss: 0.0311103 | val_loss: 0.0311746 | Time: 3962.03 ms [2021-12-27 02:03:26 main:574] : INFO : Epoch 1591 | loss: 0.0311078 | val_loss: 0.0311779 | Time: 3980.19 ms [2021-12-27 02:03:30 main:574] : INFO : Epoch 1592 | loss: 0.0311045 | val_loss: 0.0311702 | Time: 3982.25 ms [2021-12-27 02:03:34 main:574] : INFO : Epoch 1593 | loss: 0.0311062 | val_loss: 0.0311793 | Time: 3985.72 ms [2021-12-27 02:03:38 main:574] : INFO : Epoch 1594 | loss: 0.0311054 | val_loss: 0.0311862 | Time: 3984.62 ms [2021-12-27 02:03:42 main:574] : INFO : Epoch 1595 | loss: 0.0311017 | val_loss: 0.0311815 | Time: 3975.51 ms [2021-12-27 02:03:46 main:574] : INFO : Epoch 1596 | loss: 0.0311018 | val_loss: 0.0311742 | Time: 3977.48 ms [2021-12-27 02:03:50 main:574] : INFO : Epoch 1597 | loss: 0.0311018 | val_loss: 0.0311843 | Time: 3990.88 ms [2021-12-27 02:03:54 main:574] : INFO : Epoch 1598 | loss: 0.0311037 | val_loss: 0.0311793 | Time: 3984.1 ms [2021-12-27 02:03:58 main:574] : INFO : Epoch 1599 | loss: 0.0311037 | val_loss: 0.0311725 | Time: 3976.74 ms [2021-12-27 02:04:02 main:574] : INFO : Epoch 1600 | loss: 0.0311079 | val_loss: 0.0311784 | Time: 3971.88 ms [2021-12-27 02:04:06 main:574] : INFO : Epoch 1601 | loss: 0.0311052 | val_loss: 0.0311749 | Time: 3976.66 ms [2021-12-27 02:04:10 main:574] : INFO : Epoch 1602 | loss: 0.0311033 | val_loss: 0.0311721 | Time: 3974.43 ms [2021-12-27 02:04:14 main:574] : INFO : Epoch 1603 | loss: 0.0311021 | val_loss: 0.0311806 | Time: 3969.59 ms [2021-12-27 02:04:18 main:574] : INFO : Epoch 1604 | loss: 0.0311005 | val_loss: 0.0311834 | Time: 3977.32 ms [2021-12-27 02:04:22 main:574] : INFO : Epoch 1605 | loss: 0.0311006 | val_loss: 0.031177 | Time: 3970.53 ms [2021-12-27 02:04:26 main:574] : INFO : Epoch 1606 | loss: 0.0311017 | val_loss: 0.0311732 | Time: 3999.55 ms [2021-12-27 02:04:30 main:574] : INFO : Epoch 1607 | loss: 0.031099 | val_loss: 0.0311733 | Time: 3982.12 ms [2021-12-27 02:04:34 main:574] : INFO : Epoch 1608 | loss: 0.0310993 | val_loss: 0.0311952 | Time: 3972.44 ms [2021-12-27 02:04:38 main:574] : INFO : Epoch 1609 | loss: 0.0311014 | val_loss: 0.0311793 | Time: 3966.96 ms [2021-12-27 02:04:42 main:574] : INFO : Epoch 1610 | loss: 0.0311066 | val_loss: 0.0311809 | Time: 3980.95 ms [2021-12-27 02:04:46 main:574] : INFO : Epoch 1611 | loss: 0.0311024 | val_loss: 0.0311798 | Time: 4003.83 ms [2021-12-27 02:04:50 main:574] : INFO : Epoch 1612 | loss: 0.0311026 | val_loss: 0.0311717 | Time: 3984.92 ms [2021-12-27 02:04:54 main:574] : INFO : Epoch 1613 | loss: 0.031107 | val_loss: 0.031179 | Time: 3976.23 ms [2021-12-27 02:04:58 main:574] : INFO : Epoch 1614 | loss: 0.0311027 | val_loss: 0.0311906 | Time: 3982.42 ms [2021-12-27 02:05:02 main:574] : INFO : Epoch 1615 | loss: 0.031112 | val_loss: 0.0311904 | Time: 3986.44 ms [2021-12-27 02:05:06 main:574] : INFO : Epoch 1616 | loss: 0.0311072 | val_loss: 0.0311846 | Time: 3974.77 ms [2021-12-27 02:05:10 main:574] : INFO : Epoch 1617 | loss: 0.0310991 | val_loss: 0.0311829 | Time: 3978.93 ms [2021-12-27 02:05:14 main:574] : INFO : Epoch 1618 | loss: 0.0311025 | val_loss: 0.0311938 | Time: 3997.4 ms [2021-12-27 02:05:18 main:574] : INFO : Epoch 1619 | loss: 0.0311024 | val_loss: 0.0311718 | Time: 3981.67 ms [2021-12-27 02:05:22 main:574] : INFO : Epoch 1620 | loss: 0.0311034 | val_loss: 0.0311894 | Time: 3983.57 ms [2021-12-27 02:05:26 main:574] : INFO : Epoch 1621 | loss: 0.0310994 | val_loss: 0.0311796 | Time: 3986.25 ms [2021-12-27 02:05:30 main:574] : INFO : Epoch 1622 | loss: 0.0310956 | val_loss: 0.0311862 | Time: 3978.25 ms [2021-12-27 02:05:34 main:574] : INFO : Epoch 1623 | loss: 0.0310952 | val_loss: 0.0311847 | Time: 3980.71 ms [2021-12-27 02:05:38 main:574] : INFO : Epoch 1624 | loss: 0.0310973 | val_loss: 0.0311794 | Time: 3979.81 ms [2021-12-27 02:05:42 main:574] : INFO : Epoch 1625 | loss: 0.0311056 | val_loss: 0.0311749 | Time: 3995.86 ms [2021-12-27 02:05:46 main:574] : INFO : Epoch 1626 | loss: 0.0311018 | val_loss: 0.0311783 | Time: 3986.85 ms [2021-12-27 02:05:50 main:574] : INFO : Epoch 1627 | loss: 0.0311049 | val_loss: 0.0311812 | Time: 3985.93 ms [2021-12-27 02:05:54 main:574] : INFO : Epoch 1628 | loss: 0.0311088 | val_loss: 0.0311766 | Time: 3976.29 ms [2021-12-27 02:05:58 main:574] : INFO : Epoch 1629 | loss: 0.0311026 | val_loss: 0.0311849 | Time: 3986.21 ms [2021-12-27 02:06:02 main:574] : INFO : Epoch 1630 | loss: 0.031098 | val_loss: 0.0311777 | Time: 3983.41 ms [2021-12-27 02:06:06 main:574] : INFO : Epoch 1631 | loss: 0.0311047 | val_loss: 0.0311761 | Time: 3985.58 ms [2021-12-27 02:06:10 main:574] : INFO : Epoch 1632 | loss: 0.0311037 | val_loss: 0.0311767 | Time: 3989 ms [2021-12-27 02:06:14 main:574] : INFO : Epoch 1633 | loss: 0.0311026 | val_loss: 0.0311798 | Time: 3990.58 ms [2021-12-27 02:06:18 main:574] : INFO : Epoch 1634 | loss: 0.0311014 | val_loss: 0.0311859 | Time: 3982.7 ms [2021-12-27 02:06:22 main:574] : INFO : Epoch 1635 | loss: 0.0310973 | val_loss: 0.0311812 | Time: 3979.38 ms [2021-12-27 02:06:26 main:574] : INFO : Epoch 1636 | loss: 0.0310989 | val_loss: 0.0311837 | Time: 3988.43 ms [2021-12-27 02:06:30 main:574] : INFO : Epoch 1637 | loss: 0.031099 | val_loss: 0.0311818 | Time: 3976.44 ms [2021-12-27 02:06:34 main:574] : INFO : Epoch 1638 | loss: 0.0311009 | val_loss: 0.0311711 | Time: 3982.29 ms [2021-12-27 02:06:38 main:574] : INFO : Epoch 1639 | loss: 0.0311036 | val_loss: 0.0311936 | Time: 3989.23 ms [2021-12-27 02:06:42 main:574] : INFO : Epoch 1640 | loss: 0.0310995 | val_loss: 0.0311752 | Time: 3985.35 ms [2021-12-27 02:06:46 main:574] : INFO : Epoch 1641 | loss: 0.0310958 | val_loss: 0.031188 | Time: 3986.47 ms [2021-12-27 02:06:50 main:574] : INFO : Epoch 1642 | loss: 0.0310944 | val_loss: 0.031188 | Time: 3986.18 ms [2021-12-27 02:06:54 main:574] : INFO : Epoch 1643 | loss: 0.0310966 | val_loss: 0.0311774 | Time: 3984.22 ms [2021-12-27 02:06:57 main:574] : INFO : Epoch 1644 | loss: 0.0310984 | val_loss: 0.0311964 | Time: 3971.53 ms [2021-12-27 02:07:01 main:574] : INFO : Epoch 1645 | loss: 0.0311024 | val_loss: 0.0311775 | Time: 3989.28 ms [2021-12-27 02:07:05 main:574] : INFO : Epoch 1646 | loss: 0.0311109 | val_loss: 0.0311662 | Time: 3977.01 ms [2021-12-27 02:07:09 main:574] : INFO : Epoch 1647 | loss: 0.0311051 | val_loss: 0.0311913 | Time: 3981.56 ms [2021-12-27 02:07:13 main:574] : INFO : Epoch 1648 | loss: 0.0310997 | val_loss: 0.0311771 | Time: 3986.54 ms [2021-12-27 02:07:17 main:574] : INFO : Epoch 1649 | loss: 0.0311003 | val_loss: 0.0311791 | Time: 3992.82 ms [2021-12-27 02:07:21 main:574] : INFO : Epoch 1650 | loss: 0.0310972 | val_loss: 0.03119 | Time: 3980.45 ms [2021-12-27 02:07:25 main:574] : INFO : Epoch 1651 | loss: 0.0310989 | val_loss: 0.0311957 | Time: 3995.19 ms [2021-12-27 02:07:29 main:574] : INFO : Epoch 1652 | loss: 0.0311061 | val_loss: 0.0311903 | Time: 3988.16 ms [2021-12-27 02:07:33 main:574] : INFO : Epoch 1653 | loss: 0.0311014 | val_loss: 0.0311788 | Time: 4022.59 ms [2021-12-27 02:07:37 main:574] : INFO : Epoch 1654 | loss: 0.0311001 | val_loss: 0.0311814 | Time: 3992.23 ms [2021-12-27 02:07:41 main:574] : INFO : Epoch 1655 | loss: 0.0310997 | val_loss: 0.0311931 | Time: 3964.81 ms [2021-12-27 02:07:45 main:574] : INFO : Epoch 1656 | loss: 0.0311009 | val_loss: 0.0311853 | Time: 3984.67 ms [2021-12-27 02:07:49 main:574] : INFO : Epoch 1657 | loss: 0.0310981 | val_loss: 0.0311921 | Time: 3967.71 ms [2021-12-27 02:07:53 main:574] : INFO : Epoch 1658 | loss: 0.0310973 | val_loss: 0.0311906 | Time: 3987.26 ms [2021-12-27 02:07:57 main:574] : INFO : Epoch 1659 | loss: 0.0310918 | val_loss: 0.0311851 | Time: 3985.26 ms [2021-12-27 02:08:01 main:574] : INFO : Epoch 1660 | loss: 0.0310931 | val_loss: 0.0311789 | Time: 3975.96 ms [2021-12-27 02:08:05 main:574] : INFO : Epoch 1661 | loss: 0.0310922 | val_loss: 0.0311899 | Time: 3972.41 ms [2021-12-27 02:08:09 main:574] : INFO : Epoch 1662 | loss: 0.031097 | val_loss: 0.0311796 | Time: 3975.19 ms [2021-12-27 02:08:13 main:574] : INFO : Epoch 1663 | loss: 0.0310931 | val_loss: 0.0311966 | Time: 3984.31 ms [2021-12-27 02:08:17 main:574] : INFO : Epoch 1664 | loss: 0.0310941 | val_loss: 0.03118 | Time: 3978.29 ms [2021-12-27 02:08:21 main:574] : INFO : Epoch 1665 | loss: 0.0311022 | val_loss: 0.03119 | Time: 3987.74 ms [2021-12-27 02:08:25 main:574] : INFO : Epoch 1666 | loss: 0.0311026 | val_loss: 0.0311802 | Time: 3977.3 ms [2021-12-27 02:08:29 main:574] : INFO : Epoch 1667 | loss: 0.0310989 | val_loss: 0.0311713 | Time: 3985.31 ms [2021-12-27 02:08:33 main:574] : INFO : Epoch 1668 | loss: 0.0311022 | val_loss: 0.0311874 | Time: 3987.92 ms [2021-12-27 02:08:37 main:574] : INFO : Epoch 1669 | loss: 0.0310958 | val_loss: 0.031189 | Time: 3975.52 ms [2021-12-27 02:08:41 main:574] : INFO : Epoch 1670 | loss: 0.0310938 | val_loss: 0.0311937 | Time: 4007.74 ms [2021-12-27 02:08:45 main:574] : INFO : Epoch 1671 | loss: 0.0310945 | val_loss: 0.0311722 | Time: 3978.63 ms [2021-12-27 02:08:49 main:574] : INFO : Epoch 1672 | loss: 0.0310914 | val_loss: 0.0311865 | Time: 3987.25 ms [2021-12-27 02:08:53 main:574] : INFO : Epoch 1673 | loss: 0.0310967 | val_loss: 0.0311753 | Time: 3976.58 ms [2021-12-27 02:08:57 main:574] : INFO : Epoch 1674 | loss: 0.0310939 | val_loss: 0.0311803 | Time: 3960.37 ms [2021-12-27 02:09:01 main:574] : INFO : Epoch 1675 | loss: 0.0310934 | val_loss: 0.0311893 | Time: 3980.91 ms [2021-12-27 02:09:05 main:574] : INFO : Epoch 1676 | loss: 0.0310963 | val_loss: 0.0311782 | Time: 3978.02 ms [2021-12-27 02:09:09 main:574] : INFO : Epoch 1677 | loss: 0.0311054 | val_loss: 0.0311771 | Time: 3966.14 ms [2021-12-27 02:09:13 main:574] : INFO : Epoch 1678 | loss: 0.0311112 | val_loss: 0.0311761 | Time: 3966.59 ms [2021-12-27 02:09:17 main:574] : INFO : Epoch 1679 | loss: 0.0311064 | val_loss: 0.0311795 | Time: 3972.72 ms [2021-12-27 02:09:21 main:574] : INFO : Epoch 1680 | loss: 0.0311067 | val_loss: 0.0311828 | Time: 3976.97 ms [2021-12-27 02:09:25 main:574] : INFO : Epoch 1681 | loss: 0.0311044 | val_loss: 0.0311814 | Time: 3988 ms [2021-12-27 02:09:29 main:574] : INFO : Epoch 1682 | loss: 0.0311018 | val_loss: 0.0311783 | Time: 3983.05 ms [2021-12-27 02:09:33 main:574] : INFO : Epoch 1683 | loss: 0.0311014 | val_loss: 0.0311942 | Time: 3980.38 ms [2021-12-27 02:09:37 main:574] : INFO : Epoch 1684 | loss: 0.0310992 | val_loss: 0.0311836 | Time: 3978.9 ms [2021-12-27 02:09:41 main:574] : INFO : Epoch 1685 | loss: 0.0311003 | val_loss: 0.0311781 | Time: 3985.05 ms [2021-12-27 02:09:45 main:574] : INFO : Epoch 1686 | loss: 0.0310962 | val_loss: 0.0311827 | Time: 3984.56 ms [2021-12-27 02:09:49 main:574] : INFO : Epoch 1687 | loss: 0.0310921 | val_loss: 0.0311876 | Time: 3982.01 ms [2021-12-27 02:09:53 main:574] : INFO : Epoch 1688 | loss: 0.0310884 | val_loss: 0.0311923 | Time: 3982.23 ms [2021-12-27 02:09:57 main:574] : INFO : Epoch 1689 | loss: 0.0310881 | val_loss: 0.0311901 | Time: 3980.29 ms [2021-12-27 02:10:01 main:574] : INFO : Epoch 1690 | loss: 0.0310985 | val_loss: 0.0311807 | Time: 3984.13 ms [2021-12-27 02:10:05 main:574] : INFO : Epoch 1691 | loss: 0.0310949 | val_loss: 0.0311878 | Time: 3982.66 ms [2021-12-27 02:10:09 main:574] : INFO : Epoch 1692 | loss: 0.0310936 | val_loss: 0.0311867 | Time: 3985.46 ms [2021-12-27 02:10:13 main:574] : INFO : Epoch 1693 | loss: 0.0310932 | val_loss: 0.0311861 | Time: 3974.46 ms [2021-12-27 02:10:17 main:574] : INFO : Epoch 1694 | loss: 0.0310953 | val_loss: 0.0311995 | Time: 3971.39 ms [2021-12-27 02:10:21 main:574] : INFO : Epoch 1695 | loss: 0.031098 | val_loss: 0.0311813 | Time: 3963.44 ms [2021-12-27 02:10:25 main:574] : INFO : Epoch 1696 | loss: 0.0310971 | val_loss: 0.0311958 | Time: 3995.52 ms [2021-12-27 02:10:29 main:574] : INFO : Epoch 1697 | loss: 0.0311038 | val_loss: 0.0311762 | Time: 3976.14 ms [2021-12-27 02:10:33 main:574] : INFO : Epoch 1698 | loss: 0.0310961 | val_loss: 0.0311896 | Time: 3978.11 ms [2021-12-27 02:10:37 main:574] : INFO : Epoch 1699 | loss: 0.031093 | val_loss: 0.0311826 | Time: 3983.38 ms [2021-12-27 02:10:41 main:574] : INFO : Epoch 1700 | loss: 0.0310923 | val_loss: 0.0311871 | Time: 3979.15 ms [2021-12-27 02:10:45 main:574] : INFO : Epoch 1701 | loss: 0.0310921 | val_loss: 0.0311928 | Time: 3979.34 ms [2021-12-27 02:10:49 main:574] : INFO : Epoch 1702 | loss: 0.0310904 | val_loss: 0.0312036 | Time: 3979.99 ms [2021-12-27 02:10:53 main:574] : INFO : Epoch 1703 | loss: 0.0311018 | val_loss: 0.0311885 | Time: 3971.19 ms [2021-12-27 02:10:57 main:574] : INFO : Epoch 1704 | loss: 0.0311051 | val_loss: 0.0311866 | Time: 3973.17 ms [2021-12-27 02:11:00 main:574] : INFO : Epoch 1705 | loss: 0.0311008 | val_loss: 0.0311875 | Time: 3973.36 ms [2021-12-27 02:11:04 main:574] : INFO : Epoch 1706 | loss: 0.0311026 | val_loss: 0.031188 | Time: 3977.69 ms [2021-12-27 02:11:08 main:574] : INFO : Epoch 1707 | loss: 0.0311 | val_loss: 0.0311884 | Time: 3967.7 ms [2021-12-27 02:11:12 main:574] : INFO : Epoch 1708 | loss: 0.0310982 | val_loss: 0.0311985 | Time: 3969.02 ms [2021-12-27 02:11:16 main:574] : INFO : Epoch 1709 | loss: 0.0310931 | val_loss: 0.0311925 | Time: 3969.29 ms [2021-12-27 02:11:20 main:574] : INFO : Epoch 1710 | loss: 0.0310902 | val_loss: 0.0311902 | Time: 3997.4 ms [2021-12-27 02:11:24 main:574] : INFO : Epoch 1711 | loss: 0.031095 | val_loss: 0.031186 | Time: 3974.48 ms [2021-12-27 02:11:28 main:574] : INFO : Epoch 1712 | loss: 0.0310968 | val_loss: 0.0311874 | Time: 3974.08 ms [2021-12-27 02:11:32 main:574] : INFO : Epoch 1713 | loss: 0.0310967 | val_loss: 0.0311965 | Time: 3968.59 ms [2021-12-27 02:11:36 main:574] : INFO : Epoch 1714 | loss: 0.0310931 | val_loss: 0.0311916 | Time: 3977.52 ms [2021-12-27 02:11:40 main:574] : INFO : Epoch 1715 | loss: 0.0310951 | val_loss: 0.0311885 | Time: 3974.39 ms [2021-12-27 02:11:44 main:574] : INFO : Epoch 1716 | loss: 0.0310918 | val_loss: 0.031184 | Time: 3972.76 ms [2021-12-27 02:11:48 main:574] : INFO : Epoch 1717 | loss: 0.0310935 | val_loss: 0.0311909 | Time: 3982.74 ms [2021-12-27 02:11:52 main:574] : INFO : Epoch 1718 | loss: 0.0310967 | val_loss: 0.0311864 | Time: 3963.06 ms [2021-12-27 02:11:56 main:574] : INFO : Epoch 1719 | loss: 0.0310974 | val_loss: 0.0311867 | Time: 3973.97 ms [2021-12-27 02:12:00 main:574] : INFO : Epoch 1720 | loss: 0.0310989 | val_loss: 0.0311896 | Time: 3978.49 ms [2021-12-27 02:12:04 main:574] : INFO : Epoch 1721 | loss: 0.0310977 | val_loss: 0.0311847 | Time: 3973.2 ms [2021-12-27 02:12:08 main:574] : INFO : Epoch 1722 | loss: 0.0310952 | val_loss: 0.0311759 | Time: 3971.3 ms [2021-12-27 02:12:12 main:574] : INFO : Epoch 1723 | loss: 0.0310944 | val_loss: 0.0312042 | Time: 3977.84 ms [2021-12-27 02:12:16 main:574] : INFO : Epoch 1724 | loss: 0.0311073 | val_loss: 0.0311788 | Time: 3985.83 ms [2021-12-27 02:12:20 main:574] : INFO : Epoch 1725 | loss: 0.0311075 | val_loss: 0.0311796 | Time: 3989.58 ms [2021-12-27 02:12:24 main:574] : INFO : Epoch 1726 | loss: 0.0311031 | val_loss: 0.0311829 | Time: 3992.14 ms [2021-12-27 02:12:28 main:574] : INFO : Epoch 1727 | loss: 0.0310906 | val_loss: 0.0311826 | Time: 3975.59 ms [2021-12-27 02:12:32 main:574] : INFO : Epoch 1728 | loss: 0.0310933 | val_loss: 0.0311842 | Time: 3981.15 ms [2021-12-27 02:12:36 main:574] : INFO : Epoch 1729 | loss: 0.031088 | val_loss: 0.0312011 | Time: 3971.5 ms [2021-12-27 02:12:40 main:574] : INFO : Epoch 1730 | loss: 0.0310912 | val_loss: 0.0311946 | Time: 3962.48 ms [2021-12-27 02:12:44 main:574] : INFO : Epoch 1731 | loss: 0.0310964 | val_loss: 0.0311903 | Time: 3980.58 ms [2021-12-27 02:12:48 main:574] : INFO : Epoch 1732 | loss: 0.0310928 | val_loss: 0.0311848 | Time: 3977.07 ms [2021-12-27 02:12:52 main:574] : INFO : Epoch 1733 | loss: 0.0310888 | val_loss: 0.0311809 | Time: 3969.67 ms [2021-12-27 02:12:56 main:574] : INFO : Epoch 1734 | loss: 0.0310874 | val_loss: 0.0311932 | Time: 3980.99 ms [2021-12-27 02:13:00 main:574] : INFO : Epoch 1735 | loss: 0.0310865 | val_loss: 0.0311927 | Time: 3981.83 ms [2021-12-27 02:13:04 main:574] : INFO : Epoch 1736 | loss: 0.0310845 | val_loss: 0.0311816 | Time: 3983.7 ms [2021-12-27 02:13:08 main:574] : INFO : Epoch 1737 | loss: 0.0310908 | val_loss: 0.031186 | Time: 3968.05 ms [2021-12-27 02:13:12 main:574] : INFO : Epoch 1738 | loss: 0.0310891 | val_loss: 0.0311915 | Time: 3999.41 ms [2021-12-27 02:13:16 main:574] : INFO : Epoch 1739 | loss: 0.0310909 | val_loss: 0.0311778 | Time: 3980.26 ms [2021-12-27 02:13:20 main:574] : INFO : Epoch 1740 | loss: 0.0310963 | val_loss: 0.0311902 | Time: 3976.32 ms [2021-12-27 02:13:24 main:574] : INFO : Epoch 1741 | loss: 0.0310956 | val_loss: 0.0311902 | Time: 3981.51 ms [2021-12-27 02:13:28 main:574] : INFO : Epoch 1742 | loss: 0.0310851 | val_loss: 0.0311985 | Time: 3968.09 ms [2021-12-27 02:13:32 main:574] : INFO : Epoch 1743 | loss: 0.0310887 | val_loss: 0.0311795 | Time: 3980.38 ms [2021-12-27 02:13:36 main:574] : INFO : Epoch 1744 | loss: 0.0310875 | val_loss: 0.0311885 | Time: 3991.54 ms [2021-12-27 02:13:40 main:574] : INFO : Epoch 1745 | loss: 0.0310965 | val_loss: 0.0311742 | Time: 3978.72 ms [2021-12-27 02:13:44 main:574] : INFO : Epoch 1746 | loss: 0.0311231 | val_loss: 0.0311719 | Time: 3985.65 ms [2021-12-27 02:13:48 main:574] : INFO : Epoch 1747 | loss: 0.0311149 | val_loss: 0.0311891 | Time: 3987.21 ms [2021-12-27 02:13:52 main:574] : INFO : Epoch 1748 | loss: 0.0311038 | val_loss: 0.0311863 | Time: 3976.32 ms [2021-12-27 02:13:56 main:574] : INFO : Epoch 1749 | loss: 0.0310988 | val_loss: 0.0311819 | Time: 3967.83 ms [2021-12-27 02:14:00 main:574] : INFO : Epoch 1750 | loss: 0.0310969 | val_loss: 0.0311893 | Time: 3982.49 ms [2021-12-27 02:14:04 main:574] : INFO : Epoch 1751 | loss: 0.0310919 | val_loss: 0.0311909 | Time: 3974.8 ms [2021-12-27 02:14:08 main:574] : INFO : Epoch 1752 | loss: 0.0310904 | val_loss: 0.0311954 | Time: 3989.6 ms [2021-12-27 02:14:12 main:574] : INFO : Epoch 1753 | loss: 0.0310963 | val_loss: 0.0311941 | Time: 3989.31 ms [2021-12-27 02:14:16 main:574] : INFO : Epoch 1754 | loss: 0.0311001 | val_loss: 0.0311884 | Time: 3980.48 ms [2021-12-27 02:14:20 main:574] : INFO : Epoch 1755 | loss: 0.0310933 | val_loss: 0.0311949 | Time: 3972.3 ms [2021-12-27 02:14:24 main:574] : INFO : Epoch 1756 | loss: 0.0310901 | val_loss: 0.0311787 | Time: 3984.24 ms [2021-12-27 02:14:28 main:574] : INFO : Epoch 1757 | loss: 0.031095 | val_loss: 0.0311846 | Time: 3986.45 ms [2021-12-27 02:14:32 main:574] : INFO : Epoch 1758 | loss: 0.0311191 | val_loss: 0.0311665 | Time: 3984.27 ms [2021-12-27 02:14:35 main:574] : INFO : Epoch 1759 | loss: 0.031131 | val_loss: 0.0311665 | Time: 3983.38 ms [2021-12-27 02:14:39 main:574] : INFO : Epoch 1760 | loss: 0.0311264 | val_loss: 0.0311738 | Time: 3967.6 ms [2021-12-27 02:14:43 main:574] : INFO : Epoch 1761 | loss: 0.0311194 | val_loss: 0.0311739 | Time: 3985.74 ms [2021-12-27 02:14:47 main:574] : INFO : Epoch 1762 | loss: 0.0311119 | val_loss: 0.0311744 | Time: 3972.78 ms [2021-12-27 02:14:51 main:574] : INFO : Epoch 1763 | loss: 0.031106 | val_loss: 0.0311738 | Time: 3987.73 ms [2021-12-27 02:14:55 main:574] : INFO : Epoch 1764 | loss: 0.0311029 | val_loss: 0.0311797 | Time: 3984.12 ms [2021-12-27 02:14:59 main:574] : INFO : Epoch 1765 | loss: 0.0310979 | val_loss: 0.0311854 | Time: 3976.93 ms [2021-12-27 02:15:03 main:574] : INFO : Epoch 1766 | loss: 0.0311011 | val_loss: 0.0311924 | Time: 3984.07 ms [2021-12-27 02:15:07 main:574] : INFO : Epoch 1767 | loss: 0.0310962 | val_loss: 0.0311778 | Time: 3995.75 ms [2021-12-27 02:15:11 main:574] : INFO : Epoch 1768 | loss: 0.0310906 | val_loss: 0.0311869 | Time: 3977.62 ms [2021-12-27 02:15:15 main:574] : INFO : Epoch 1769 | loss: 0.0310904 | val_loss: 0.0311854 | Time: 3975.72 ms [2021-12-27 02:15:19 main:574] : INFO : Epoch 1770 | loss: 0.0310932 | val_loss: 0.0311864 | Time: 3980.72 ms [2021-12-27 02:15:23 main:574] : INFO : Epoch 1771 | loss: 0.0310949 | val_loss: 0.0311859 | Time: 3982.36 ms [2021-12-27 02:15:27 main:574] : INFO : Epoch 1772 | loss: 0.0310878 | val_loss: 0.0311859 | Time: 3980.21 ms [2021-12-27 02:15:31 main:574] : INFO : Epoch 1773 | loss: 0.0310838 | val_loss: 0.0311961 | Time: 3980.43 ms [2021-12-27 02:15:35 main:574] : INFO : Epoch 1774 | loss: 0.0310838 | val_loss: 0.0312017 | Time: 3987.66 ms [2021-12-27 02:15:39 main:574] : INFO : Epoch 1775 | loss: 0.0310844 | val_loss: 0.0311902 | Time: 3985.01 ms [2021-12-27 02:15:43 main:574] : INFO : Epoch 1776 | loss: 0.0310866 | val_loss: 0.0311898 | Time: 3973.84 ms [2021-12-27 02:15:47 main:574] : INFO : Epoch 1777 | loss: 0.0310872 | val_loss: 0.0311893 | Time: 3987.02 ms [2021-12-27 02:15:51 main:574] : INFO : Epoch 1778 | loss: 0.0310878 | val_loss: 0.0311773 | Time: 3983.01 ms [2021-12-27 02:15:55 main:574] : INFO : Epoch 1779 | loss: 0.031139 | val_loss: 0.0311686 | Time: 3980.04 ms [2021-12-27 02:15:59 main:574] : INFO : Epoch 1780 | loss: 0.031139 | val_loss: 0.031163 | Time: 3987.3 ms [2021-12-27 02:16:03 main:574] : INFO : Epoch 1781 | loss: 0.0311323 | val_loss: 0.0311628 | Time: 3996.75 ms [2021-12-27 02:16:07 main:574] : INFO : Epoch 1782 | loss: 0.0311282 | val_loss: 0.0311666 | Time: 3981.34 ms [2021-12-27 02:16:11 main:574] : INFO : Epoch 1783 | loss: 0.0311224 | val_loss: 0.0311702 | Time: 3970.83 ms [2021-12-27 02:16:15 main:574] : INFO : Epoch 1784 | loss: 0.0311205 | val_loss: 0.0311718 | Time: 3980.4 ms [2021-12-27 02:16:19 main:574] : INFO : Epoch 1785 | loss: 0.0311155 | val_loss: 0.0311704 | Time: 3972.34 ms [2021-12-27 02:16:23 main:574] : INFO : Epoch 1786 | loss: 0.0311117 | val_loss: 0.031172 | Time: 3985.71 ms [2021-12-27 02:16:27 main:574] : INFO : Epoch 1787 | loss: 0.0311123 | val_loss: 0.0311788 | Time: 3977.46 ms [2021-12-27 02:16:31 main:574] : INFO : Epoch 1788 | loss: 0.0311123 | val_loss: 0.0311734 | Time: 3972.85 ms [2021-12-27 02:16:35 main:574] : INFO : Epoch 1789 | loss: 0.03163 | val_loss: 0.0316227 | Time: 3978.7 ms [2021-12-27 02:16:39 main:574] : INFO : Epoch 1790 | loss: 0.0369956 | val_loss: 0.0328479 | Time: 3977.18 ms [2021-12-27 02:16:43 main:574] : INFO : Epoch 1791 | loss: 0.0322568 | val_loss: 0.0316269 | Time: 3998.25 ms [2021-12-27 02:16:47 main:574] : INFO : Epoch 1792 | loss: 0.0314017 | val_loss: 0.031289 | Time: 3958.96 ms [2021-12-27 02:16:51 main:574] : INFO : Epoch 1793 | loss: 0.0312768 | val_loss: 0.0312593 | Time: 3984.6 ms [2021-12-27 02:16:55 main:574] : INFO : Epoch 1794 | loss: 0.0312567 | val_loss: 0.0312551 | Time: 3979.51 ms [2021-12-27 02:16:59 main:574] : INFO : Epoch 1795 | loss: 0.0312523 | val_loss: 0.0312516 | Time: 4000.52 ms [2021-12-27 02:17:03 main:574] : INFO : Epoch 1796 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 3972.45 ms [2021-12-27 02:17:07 main:574] : INFO : Epoch 1797 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 3975.55 ms [2021-12-27 02:17:11 main:574] : INFO : Epoch 1798 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 3975.6 ms [2021-12-27 02:17:15 main:574] : INFO : Epoch 1799 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 3975.15 ms [2021-12-27 02:17:19 main:574] : INFO : Epoch 1800 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 3969.25 ms [2021-12-27 02:17:23 main:574] : INFO : Epoch 1801 | loss: 0.031249 | val_loss: 0.0312489 | Time: 3977.24 ms [2021-12-27 02:17:27 main:574] : INFO : Epoch 1802 | loss: 0.0312486 | val_loss: 0.031249 | Time: 3982.16 ms [2021-12-27 02:17:31 main:574] : INFO : Epoch 1803 | loss: 0.031248 | val_loss: 0.0312477 | Time: 3983.16 ms [2021-12-27 02:17:35 main:574] : INFO : Epoch 1804 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 3971.4 ms [2021-12-27 02:17:39 main:574] : INFO : Epoch 1805 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 3967.66 ms [2021-12-27 02:17:43 main:574] : INFO : Epoch 1806 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 3952.81 ms [2021-12-27 02:17:47 main:574] : INFO : Epoch 1807 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 3968.3 ms [2021-12-27 02:17:51 main:574] : INFO : Epoch 1808 | loss: 0.0312455 | val_loss: 0.0312477 | Time: 3978.1 ms [2021-12-27 02:17:55 main:574] : INFO : Epoch 1809 | loss: 0.0312453 | val_loss: 0.0312443 | Time: 4014.91 ms [2021-12-27 02:17:59 main:574] : INFO : Epoch 1810 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 3988.97 ms [2021-12-27 02:18:03 main:574] : INFO : Epoch 1811 | loss: 0.0312441 | val_loss: 0.0312419 | Time: 3984.37 ms [2021-12-27 02:18:07 main:574] : INFO : Epoch 1812 | loss: 0.0312424 | val_loss: 0.0312421 | Time: 3973.58 ms [2021-12-27 02:18:11 main:574] : INFO : Epoch 1813 | loss: 0.0312437 | val_loss: 0.0312489 | Time: 3987.68 ms [2021-12-27 02:18:15 main:574] : INFO : Epoch 1814 | loss: 0.0312429 | val_loss: 0.0312435 | Time: 3976.15 ms [2021-12-27 02:18:19 main:574] : INFO : Epoch 1815 | loss: 0.0312411 | val_loss: 0.0312396 | Time: 3989.16 ms [2021-12-27 02:18:23 main:574] : INFO : Epoch 1816 | loss: 0.0312393 | val_loss: 0.0312373 | Time: 3977.6 ms [2021-12-27 02:18:27 main:574] : INFO : Epoch 1817 | loss: 0.0312392 | val_loss: 0.0312365 | Time: 3985.96 ms [2021-12-27 02:18:31 main:574] : INFO : Epoch 1818 | loss: 0.0312393 | val_loss: 0.0312372 | Time: 3980.85 ms [2021-12-27 02:18:34 main:574] : INFO : Epoch 1819 | loss: 0.0312387 | val_loss: 0.031236 | Time: 3982.33 ms [2021-12-27 02:18:38 main:574] : INFO : Epoch 1820 | loss: 0.0312397 | val_loss: 0.0312334 | Time: 3983.2 ms [2021-12-27 02:18:42 main:574] : INFO : Epoch 1821 | loss: 0.0312355 | val_loss: 0.0312435 | Time: 3964.63 ms [2021-12-27 02:18:46 main:574] : INFO : Epoch 1822 | loss: 0.0312377 | val_loss: 0.031236 | Time: 3980.46 ms [2021-12-27 02:18:50 main:574] : INFO : Epoch 1823 | loss: 0.0312345 | val_loss: 0.0312308 | Time: 4002.8 ms [2021-12-27 02:18:54 main:574] : INFO : Epoch 1824 | loss: 0.0312364 | val_loss: 0.0312308 | Time: 3991.06 ms [2021-12-27 02:18:58 main:574] : INFO : Epoch 1825 | loss: 0.0312323 | val_loss: 0.0312262 | Time: 3971.69 ms [2021-12-27 02:19:02 main:574] : INFO : Epoch 1826 | loss: 0.0312308 | val_loss: 0.0312331 | Time: 3970.27 ms [2021-12-27 02:19:06 main:574] : INFO : Epoch 1827 | loss: 0.0312294 | val_loss: 0.0312263 | Time: 3967.66 ms [2021-12-27 02:19:10 main:574] : INFO : Epoch 1828 | loss: 0.0312277 | val_loss: 0.0312293 | Time: 3981.01 ms [2021-12-27 02:19:14 main:574] : INFO : Epoch 1829 | loss: 0.0312324 | val_loss: 0.0312285 | Time: 3983.31 ms [2021-12-27 02:19:18 main:574] : INFO : Epoch 1830 | loss: 0.0312348 | val_loss: 0.0312364 | Time: 3980.18 ms [2021-12-27 02:19:22 main:574] : INFO : Epoch 1831 | loss: 0.031228 | val_loss: 0.0312219 | Time: 3990.63 ms [2021-12-27 02:19:26 main:574] : INFO : Epoch 1832 | loss: 0.0312295 | val_loss: 0.0312344 | Time: 3985.26 ms [2021-12-27 02:19:30 main:574] : INFO : Epoch 1833 | loss: 0.0312304 | val_loss: 0.031223 | Time: 3984.11 ms [2021-12-27 02:19:34 main:574] : INFO : Epoch 1834 | loss: 0.031231 | val_loss: 0.0312215 | Time: 3966.33 ms [2021-12-27 02:19:38 main:574] : INFO : Epoch 1835 | loss: 0.0312255 | val_loss: 0.0312245 | Time: 3969.23 ms [2021-12-27 02:19:42 main:574] : INFO : Epoch 1836 | loss: 0.0312251 | val_loss: 0.0312365 | Time: 3971.37 ms [2021-12-27 02:19:46 main:574] : INFO : Epoch 1837 | loss: 0.0312338 | val_loss: 0.0312255 | Time: 3992.83 ms [2021-12-27 02:19:50 main:574] : INFO : Epoch 1838 | loss: 0.0312251 | val_loss: 0.0312225 | Time: 3971.11 ms [2021-12-27 02:19:54 main:574] : INFO : Epoch 1839 | loss: 0.0312244 | val_loss: 0.0312212 | Time: 3969.59 ms [2021-12-27 02:19:58 main:574] : INFO : Epoch 1840 | loss: 0.0312339 | val_loss: 0.0312538 | Time: 3978.61 ms [2021-12-27 02:20:02 main:574] : INFO : Epoch 1841 | loss: 0.031229 | val_loss: 0.0312195 | Time: 3975.41 ms [2021-12-27 02:20:06 main:574] : INFO : Epoch 1842 | loss: 0.0312225 | val_loss: 0.0312197 | Time: 3975.93 ms [2021-12-27 02:20:10 main:574] : INFO : Epoch 1843 | loss: 0.0312246 | val_loss: 0.0312191 | Time: 3986.88 ms [2021-12-27 02:20:14 main:574] : INFO : Epoch 1844 | loss: 0.0312223 | val_loss: 0.0312208 | Time: 3962.69 ms [2021-12-27 02:20:18 main:574] : INFO : Epoch 1845 | loss: 0.0312246 | val_loss: 0.0312184 | Time: 3977.91 ms [2021-12-27 02:20:22 main:574] : INFO : Epoch 1846 | loss: 0.0312251 | val_loss: 0.0312251 | Time: 3984.78 ms [2021-12-27 02:20:26 main:574] : INFO : Epoch 1847 | loss: 0.0312242 | val_loss: 0.0312219 | Time: 3983.95 ms [2021-12-27 02:20:30 main:574] : INFO : Epoch 1848 | loss: 0.0312237 | val_loss: 0.0312213 | Time: 3973.13 ms [2021-12-27 02:20:34 main:574] : INFO : Epoch 1849 | loss: 0.0312259 | val_loss: 0.0312198 | Time: 3979.84 ms [2021-12-27 02:20:38 main:574] : INFO : Epoch 1850 | loss: 0.0312246 | val_loss: 0.0312185 | Time: 3980.04 ms [2021-12-27 02:20:42 main:574] : INFO : Epoch 1851 | loss: 0.0312226 | val_loss: 0.0312211 | Time: 3995.12 ms [2021-12-27 02:20:46 main:574] : INFO : Epoch 1852 | loss: 0.0312215 | val_loss: 0.0312181 | Time: 3984.72 ms [2021-12-27 02:20:50 main:574] : INFO : Epoch 1853 | loss: 0.0312226 | val_loss: 0.0312182 | Time: 3988.18 ms [2021-12-27 02:20:54 main:574] : INFO : Epoch 1854 | loss: 0.0312336 | val_loss: 0.031249 | Time: 3980.78 ms [2021-12-27 02:20:58 main:574] : INFO : Epoch 1855 | loss: 0.0312302 | val_loss: 0.0312366 | Time: 3976.5 ms [2021-12-27 02:21:02 main:574] : INFO : Epoch 1856 | loss: 0.0312268 | val_loss: 0.0312218 | Time: 3969.08 ms [2021-12-27 02:21:06 main:574] : INFO : Epoch 1857 | loss: 0.0312249 | val_loss: 0.0312257 | Time: 3974.55 ms [2021-12-27 02:21:10 main:574] : INFO : Epoch 1858 | loss: 0.0312226 | val_loss: 0.0312198 | Time: 3975.11 ms [2021-12-27 02:21:14 main:574] : INFO : Epoch 1859 | loss: 0.031222 | val_loss: 0.0312194 | Time: 3975.72 ms [2021-12-27 02:21:18 main:574] : INFO : Epoch 1860 | loss: 0.0312213 | val_loss: 0.0312193 | Time: 3967.01 ms [2021-12-27 02:21:22 main:574] : INFO : Epoch 1861 | loss: 0.0312216 | val_loss: 0.0312182 | Time: 3985.62 ms [2021-12-27 02:21:26 main:574] : INFO : Epoch 1862 | loss: 0.0312218 | val_loss: 0.031228 | Time: 3990.38 ms [2021-12-27 02:21:30 main:574] : INFO : Epoch 1863 | loss: 0.0312242 | val_loss: 0.0312179 | Time: 3984.51 ms [2021-12-27 02:21:34 main:574] : INFO : Epoch 1864 | loss: 0.0312218 | val_loss: 0.0312176 | Time: 3982.6 ms [2021-12-27 02:21:38 main:574] : INFO : Epoch 1865 | loss: 0.031221 | val_loss: 0.0312175 | Time: 3996.09 ms [2021-12-27 02:21:42 main:574] : INFO : Epoch 1866 | loss: 0.0312258 | val_loss: 0.031222 | Time: 3992.71 ms [2021-12-27 02:21:46 main:574] : INFO : Epoch 1867 | loss: 0.0312241 | val_loss: 0.03122 | Time: 3979.64 ms [2021-12-27 02:21:50 main:574] : INFO : Epoch 1868 | loss: 0.0312254 | val_loss: 0.0312193 | Time: 3969.56 ms [2021-12-27 02:21:54 main:574] : INFO : Epoch 1869 | loss: 0.0312261 | val_loss: 0.0312192 | Time: 3981.75 ms [2021-12-27 02:21:58 main:574] : INFO : Epoch 1870 | loss: 0.0312216 | val_loss: 0.0312187 | Time: 3971.79 ms [2021-12-27 02:22:02 main:574] : INFO : Epoch 1871 | loss: 0.0312215 | val_loss: 0.0312226 | Time: 3977.94 ms [2021-12-27 02:22:06 main:574] : INFO : Epoch 1872 | loss: 0.0312216 | val_loss: 0.0312177 | Time: 3984.38 ms [2021-12-27 02:22:10 main:574] : INFO : Epoch 1873 | loss: 0.0312215 | val_loss: 0.0312253 | Time: 3980.39 ms [2021-12-27 02:22:14 main:574] : INFO : Epoch 1874 | loss: 0.0312224 | val_loss: 0.031224 | Time: 3982.61 ms [2021-12-27 02:22:18 main:574] : INFO : Epoch 1875 | loss: 0.031223 | val_loss: 0.0312176 | Time: 3980.55 ms [2021-12-27 02:22:21 main:574] : INFO : Epoch 1876 | loss: 0.031221 | val_loss: 0.0312183 | Time: 3981.26 ms [2021-12-27 02:22:25 main:574] : INFO : Epoch 1877 | loss: 0.0312207 | val_loss: 0.0312185 | Time: 3975.82 ms [2021-12-27 02:22:29 main:574] : INFO : Epoch 1878 | loss: 0.0312205 | val_loss: 0.031218 | Time: 3985.08 ms [2021-12-27 02:22:33 main:574] : INFO : Epoch 1879 | loss: 0.0312213 | val_loss: 0.0312189 | Time: 3994.3 ms [2021-12-27 02:22:37 main:574] : INFO : Epoch 1880 | loss: 0.0312231 | val_loss: 0.0312196 | Time: 3985.02 ms [2021-12-27 02:22:41 main:574] : INFO : Epoch 1881 | loss: 0.0312208 | val_loss: 0.03122 | Time: 3966.29 ms [2021-12-27 02:22:45 main:574] : INFO : Epoch 1882 | loss: 0.0312213 | val_loss: 0.0312174 | Time: 3986.37 ms [2021-12-27 02:22:49 main:574] : INFO : Epoch 1883 | loss: 0.0312242 | val_loss: 0.0312176 | Time: 3983.21 ms [2021-12-27 02:22:53 main:574] : INFO : Epoch 1884 | loss: 0.0312225 | val_loss: 0.0312177 | Time: 3972.97 ms [2021-12-27 02:22:57 main:574] : INFO : Epoch 1885 | loss: 0.0312245 | val_loss: 0.0312226 | Time: 3973.76 ms [2021-12-27 02:23:01 main:574] : INFO : Epoch 1886 | loss: 0.0312267 | val_loss: 0.0312201 | Time: 3979.27 ms [2021-12-27 02:23:05 main:574] : INFO : Epoch 1887 | loss: 0.0312262 | val_loss: 0.0312218 | Time: 3974.77 ms [2021-12-27 02:23:09 main:574] : INFO : Epoch 1888 | loss: 0.0312219 | val_loss: 0.0312194 | Time: 3981.96 ms [2021-12-27 02:23:13 main:574] : INFO : Epoch 1889 | loss: 0.0312211 | val_loss: 0.0312175 | Time: 3981.31 ms [2021-12-27 02:23:17 main:574] : INFO : Epoch 1890 | loss: 0.0312265 | val_loss: 0.0312411 | Time: 3972.41 ms [2021-12-27 02:23:21 main:574] : INFO : Epoch 1891 | loss: 0.0312239 | val_loss: 0.031219 | Time: 3980.69 ms [2021-12-27 02:23:25 main:574] : INFO : Epoch 1892 | loss: 0.0312204 | val_loss: 0.0312204 | Time: 3979.88 ms [2021-12-27 02:23:29 main:574] : INFO : Epoch 1893 | loss: 0.0312226 | val_loss: 0.0312176 | Time: 3991.04 ms [2021-12-27 02:23:33 main:574] : INFO : Epoch 1894 | loss: 0.031223 | val_loss: 0.0312257 | Time: 3972.85 ms [2021-12-27 02:23:37 main:574] : INFO : Epoch 1895 | loss: 0.0312217 | val_loss: 0.0312171 | Time: 3983.61 ms [2021-12-27 02:23:41 main:574] : INFO : Epoch 1896 | loss: 0.0312298 | val_loss: 0.0312186 | Time: 3981.78 ms [2021-12-27 02:23:45 main:574] : INFO : Epoch 1897 | loss: 0.0312347 | val_loss: 0.0312243 | Time: 3982.48 ms [2021-12-27 02:23:49 main:574] : INFO : Epoch 1898 | loss: 0.0312246 | val_loss: 0.0312198 | Time: 3985.25 ms [2021-12-27 02:23:53 main:574] : INFO : Epoch 1899 | loss: 0.0312237 | val_loss: 0.0312184 | Time: 3984.5 ms [2021-12-27 02:23:57 main:574] : INFO : Epoch 1900 | loss: 0.0312218 | val_loss: 0.0312247 | Time: 3971.11 ms [2021-12-27 02:24:01 main:574] : INFO : Epoch 1901 | loss: 0.0312214 | val_loss: 0.0312176 | Time: 3983.91 ms [2021-12-27 02:24:05 main:574] : INFO : Epoch 1902 | loss: 0.0312215 | val_loss: 0.031218 | Time: 3979.38 ms [2021-12-27 02:24:09 main:574] : INFO : Epoch 1903 | loss: 0.0312222 | val_loss: 0.031219 | Time: 3976.99 ms [2021-12-27 02:24:13 main:574] : INFO : Epoch 1904 | loss: 0.0312208 | val_loss: 0.0312363 | Time: 3956.46 ms [2021-12-27 02:24:17 main:574] : INFO : Epoch 1905 | loss: 0.031227 | val_loss: 0.0312185 | Time: 3984.85 ms [2021-12-27 02:24:21 main:574] : INFO : Epoch 1906 | loss: 0.0312214 | val_loss: 0.0312181 | Time: 3988.74 ms [2021-12-27 02:24:25 main:574] : INFO : Epoch 1907 | loss: 0.0312223 | val_loss: 0.0312217 | Time: 3982.2 ms [2021-12-27 02:24:29 main:574] : INFO : Epoch 1908 | loss: 0.0312267 | val_loss: 0.0312394 | Time: 3988.93 ms [2021-12-27 02:24:33 main:574] : INFO : Epoch 1909 | loss: 0.0312267 | val_loss: 0.0312214 | Time: 3970.98 ms [2021-12-27 02:24:37 main:574] : INFO : Epoch 1910 | loss: 0.0312233 | val_loss: 0.0312185 | Time: 3984.6 ms [2021-12-27 02:24:41 main:574] : INFO : Epoch 1911 | loss: 0.0312215 | val_loss: 0.0312183 | Time: 3993.49 ms [2021-12-27 02:24:45 main:574] : INFO : Epoch 1912 | loss: 0.031221 | val_loss: 0.0312269 | Time: 3973.81 ms [2021-12-27 02:24:49 main:574] : INFO : Epoch 1913 | loss: 0.0312258 | val_loss: 0.0312203 | Time: 3983.24 ms [2021-12-27 02:24:53 main:574] : INFO : Epoch 1914 | loss: 0.0312222 | val_loss: 0.0312182 | Time: 3968.25 ms [2021-12-27 02:24:57 main:574] : INFO : Epoch 1915 | loss: 0.0312223 | val_loss: 0.0312206 | Time: 3984.15 ms [2021-12-27 02:25:01 main:574] : INFO : Epoch 1916 | loss: 0.031222 | val_loss: 0.0312211 | Time: 3974.53 ms [2021-12-27 02:25:05 main:574] : INFO : Epoch 1917 | loss: 0.0312214 | val_loss: 0.0312173 | Time: 3982.84 ms [2021-12-27 02:25:09 main:574] : INFO : Epoch 1918 | loss: 0.0312236 | val_loss: 0.0312269 | Time: 3966.49 ms [2021-12-27 02:25:13 main:574] : INFO : Epoch 1919 | loss: 0.0312229 | val_loss: 0.0312173 | Time: 3978.54 ms [2021-12-27 02:25:17 main:574] : INFO : Epoch 1920 | loss: 0.0312209 | val_loss: 0.0312182 | Time: 3975.09 ms [2021-12-27 02:25:21 main:574] : INFO : Epoch 1921 | loss: 0.031222 | val_loss: 0.0312188 | Time: 3985.04 ms [2021-12-27 02:25:25 main:574] : INFO : Epoch 1922 | loss: 0.0312218 | val_loss: 0.0312206 | Time: 3987.52 ms [2021-12-27 02:25:29 main:574] : INFO : Epoch 1923 | loss: 0.0312214 | val_loss: 0.0312171 | Time: 3971.9 ms [2021-12-27 02:25:33 main:574] : INFO : Epoch 1924 | loss: 0.0312218 | val_loss: 0.0312175 | Time: 3978.04 ms [2021-12-27 02:25:37 main:574] : INFO : Epoch 1925 | loss: 0.0312216 | val_loss: 0.0312186 | Time: 3993.63 ms [2021-12-27 02:25:41 main:574] : INFO : Epoch 1926 | loss: 0.0312231 | val_loss: 0.0312191 | Time: 3976.73 ms [2021-12-27 02:25:45 main:574] : INFO : Epoch 1927 | loss: 0.0312202 | val_loss: 0.0312192 | Time: 3978.79 ms [2021-12-27 02:25:49 main:574] : INFO : Epoch 1928 | loss: 0.0312238 | val_loss: 0.031221 | Time: 3974.65 ms [2021-12-27 02:25:53 main:574] : INFO : Epoch 1929 | loss: 0.0312217 | val_loss: 0.0312175 | Time: 3970.38 ms [2021-12-27 02:25:57 main:574] : INFO : Epoch 1930 | loss: 0.0312214 | val_loss: 0.0312172 | Time: 3977.61 ms [2021-12-27 02:26:01 main:574] : INFO : Epoch 1931 | loss: 0.0312206 | val_loss: 0.0312181 | Time: 3970.18 ms [2021-12-27 02:26:05 main:574] : INFO : Epoch 1932 | loss: 0.0312206 | val_loss: 0.0312192 | Time: 3973.56 ms [2021-12-27 02:26:08 main:574] : INFO : Epoch 1933 | loss: 0.0312202 | val_loss: 0.031218 | Time: 3975.04 ms [2021-12-27 02:26:12 main:574] : INFO : Epoch 1934 | loss: 0.0312235 | val_loss: 0.0312237 | Time: 3973.73 ms [2021-12-27 02:26:16 main:574] : INFO : Epoch 1935 | loss: 0.0312261 | val_loss: 0.0312368 | Time: 3983.75 ms [2021-12-27 02:26:20 main:574] : INFO : Epoch 1936 | loss: 0.0312283 | val_loss: 0.0312257 | Time: 3992.77 ms [2021-12-27 02:26:24 main:574] : INFO : Epoch 1937 | loss: 0.0312253 | val_loss: 0.0312255 | Time: 3966.4 ms [2021-12-27 02:26:28 main:574] : INFO : Epoch 1938 | loss: 0.0312228 | val_loss: 0.0312196 | Time: 3968.71 ms [2021-12-27 02:26:32 main:574] : INFO : Epoch 1939 | loss: 0.0312204 | val_loss: 0.0312168 | Time: 3977.93 ms [2021-12-27 02:26:36 main:574] : INFO : Epoch 1940 | loss: 0.0312213 | val_loss: 0.031222 | Time: 3988.86 ms [2021-12-27 02:26:40 main:574] : INFO : Epoch 1941 | loss: 0.0312212 | val_loss: 0.0312323 | Time: 3979.3 ms [2021-12-27 02:26:44 main:574] : INFO : Epoch 1942 | loss: 0.0312275 | val_loss: 0.0312199 | Time: 3982.45 ms [2021-12-27 02:26:48 main:574] : INFO : Epoch 1943 | loss: 0.031227 | val_loss: 0.0312197 | Time: 3974.09 ms [2021-12-27 02:26:52 main:574] : INFO : Epoch 1944 | loss: 0.0312226 | val_loss: 0.0312184 | Time: 3971.26 ms [2021-12-27 02:26:56 main:574] : INFO : Epoch 1945 | loss: 0.0312212 | val_loss: 0.0312196 | Time: 3978.08 ms [2021-12-27 02:27:00 main:574] : INFO : Epoch 1946 | loss: 0.0312246 | val_loss: 0.0312243 | Time: 3977.19 ms [2021-12-27 02:27:04 main:574] : INFO : Epoch 1947 | loss: 0.0312269 | val_loss: 0.0312258 | Time: 3974.15 ms [2021-12-27 02:27:08 main:574] : INFO : Epoch 1948 | loss: 0.0312229 | val_loss: 0.031219 | Time: 3980.41 ms [2021-12-27 02:27:12 main:574] : INFO : Epoch 1949 | loss: 0.0312227 | val_loss: 0.0312259 | Time: 3969.45 ms [2021-12-27 02:27:16 main:574] : INFO : Epoch 1950 | loss: 0.0312273 | val_loss: 0.0312267 | Time: 3987.62 ms [2021-12-27 02:27:20 main:574] : INFO : Epoch 1951 | loss: 0.0312285 | val_loss: 0.0312208 | Time: 3978.87 ms [2021-12-27 02:27:24 main:574] : INFO : Epoch 1952 | loss: 0.031224 | val_loss: 0.0312219 | Time: 3977.51 ms [2021-12-27 02:27:28 main:574] : INFO : Epoch 1953 | loss: 0.0312234 | val_loss: 0.0312184 | Time: 3967.24 ms [2021-12-27 02:27:32 main:574] : INFO : Epoch 1954 | loss: 0.0312222 | val_loss: 0.0312173 | Time: 3976.58 ms [2021-12-27 02:27:36 main:574] : INFO : Epoch 1955 | loss: 0.03122 | val_loss: 0.031217 | Time: 3987.18 ms [2021-12-27 02:27:40 main:574] : INFO : Epoch 1956 | loss: 0.0312206 | val_loss: 0.0312234 | Time: 3959.11 ms [2021-12-27 02:27:44 main:574] : INFO : Epoch 1957 | loss: 0.0312205 | val_loss: 0.0312172 | Time: 3966.46 ms [2021-12-27 02:27:48 main:574] : INFO : Epoch 1958 | loss: 0.0312228 | val_loss: 0.0312183 | Time: 3971.31 ms [2021-12-27 02:27:52 main:574] : INFO : Epoch 1959 | loss: 0.0312216 | val_loss: 0.0312193 | Time: 3976.37 ms [2021-12-27 02:27:56 main:574] : INFO : Epoch 1960 | loss: 0.0312204 | val_loss: 0.0312183 | Time: 3982.25 ms [2021-12-27 02:28:00 main:574] : INFO : Epoch 1961 | loss: 0.0312218 | val_loss: 0.0312225 | Time: 3977.43 ms [2021-12-27 02:28:04 main:574] : INFO : Epoch 1962 | loss: 0.0312207 | val_loss: 0.0312199 | Time: 3972.67 ms [2021-12-27 02:28:08 main:574] : INFO : Epoch 1963 | loss: 0.0312232 | val_loss: 0.0312191 | Time: 3972.92 ms [2021-12-27 02:28:12 main:574] : INFO : Epoch 1964 | loss: 0.0312201 | val_loss: 0.0312179 | Time: 3995.25 ms [2021-12-27 02:28:16 main:574] : INFO : Epoch 1965 | loss: 0.0312215 | val_loss: 0.0312175 | Time: 3982.09 ms [2021-12-27 02:28:20 main:574] : INFO : Epoch 1966 | loss: 0.0312213 | val_loss: 0.0312206 | Time: 3981.54 ms [2021-12-27 02:28:24 main:574] : INFO : Epoch 1967 | loss: 0.03122 | val_loss: 0.0312187 | Time: 3980.33 ms [2021-12-27 02:28:28 main:574] : INFO : Epoch 1968 | loss: 0.03122 | val_loss: 0.0312171 | Time: 3975.91 ms [2021-12-27 02:28:32 main:574] : INFO : Epoch 1969 | loss: 0.0312204 | val_loss: 0.0312167 | Time: 3983.48 ms [2021-12-27 02:28:36 main:574] : INFO : Epoch 1970 | loss: 0.0312211 | val_loss: 0.0312169 | Time: 3976.27 ms [2021-12-27 02:28:40 main:574] : INFO : Epoch 1971 | loss: 0.0312213 | val_loss: 0.0312188 | Time: 3980.87 ms [2021-12-27 02:28:44 main:574] : INFO : Epoch 1972 | loss: 0.0312211 | val_loss: 0.0312166 | Time: 3969.99 ms [2021-12-27 02:28:48 main:574] : INFO : Epoch 1973 | loss: 0.0312235 | val_loss: 0.0312185 | Time: 3974.74 ms [2021-12-27 02:28:52 main:574] : INFO : Epoch 1974 | loss: 0.0312307 | val_loss: 0.0312236 | Time: 3984.27 ms [2021-12-27 02:28:56 main:574] : INFO : Epoch 1975 | loss: 0.0312254 | val_loss: 0.0312278 | Time: 3981.13 ms [2021-12-27 02:29:00 main:574] : INFO : Epoch 1976 | loss: 0.0312225 | val_loss: 0.0312175 | Time: 3975.38 ms [2021-12-27 02:29:04 main:574] : INFO : Epoch 1977 | loss: 0.0312206 | val_loss: 0.0312186 | Time: 3967.73 ms [2021-12-27 02:29:08 main:574] : INFO : Epoch 1978 | loss: 0.03122 | val_loss: 0.0312167 | Time: 3988.37 ms [2021-12-27 02:29:12 main:574] : INFO : Epoch 1979 | loss: 0.0312214 | val_loss: 0.0312233 | Time: 3982.5 ms [2021-12-27 02:29:16 main:574] : INFO : Epoch 1980 | loss: 0.0312214 | val_loss: 0.0312181 | Time: 3984.29 ms [2021-12-27 02:29:20 main:574] : INFO : Epoch 1981 | loss: 0.0312221 | val_loss: 0.0312198 | Time: 3986.94 ms [2021-12-27 02:29:24 main:574] : INFO : Epoch 1982 | loss: 0.0312232 | val_loss: 0.0312219 | Time: 3974.33 ms [2021-12-27 02:29:28 main:574] : INFO : Epoch 1983 | loss: 0.0312237 | val_loss: 0.0312183 | Time: 3983.83 ms [2021-12-27 02:29:32 main:574] : INFO : Epoch 1984 | loss: 0.0312211 | val_loss: 0.031224 | Time: 3976.14 ms [2021-12-27 02:29:35 main:574] : INFO : Epoch 1985 | loss: 0.031221 | val_loss: 0.0312172 | Time: 3974.45 ms [2021-12-27 02:29:39 main:574] : INFO : Epoch 1986 | loss: 0.0312219 | val_loss: 0.0312197 | Time: 3970.25 ms [2021-12-27 02:29:43 main:574] : INFO : Epoch 1987 | loss: 0.0312205 | val_loss: 0.0312195 | Time: 3979.45 ms [2021-12-27 02:29:47 main:574] : INFO : Epoch 1988 | loss: 0.0312211 | val_loss: 0.0312193 | Time: 3974.08 ms [2021-12-27 02:29:51 main:574] : INFO : Epoch 1989 | loss: 0.0312198 | val_loss: 0.0312181 | Time: 3981.84 ms [2021-12-27 02:29:55 main:574] : INFO : Epoch 1990 | loss: 0.0312203 | val_loss: 0.0312211 | Time: 3960.78 ms [2021-12-27 02:29:59 main:574] : INFO : Epoch 1991 | loss: 0.0312212 | val_loss: 0.0312167 | Time: 3971.86 ms [2021-12-27 02:30:03 main:574] : INFO : Epoch 1992 | loss: 0.0312198 | val_loss: 0.0312175 | Time: 4000.44 ms [2021-12-27 02:30:07 main:574] : INFO : Epoch 1993 | loss: 0.0312231 | val_loss: 0.0312199 | Time: 3988.55 ms [2021-12-27 02:30:11 main:574] : INFO : Epoch 1994 | loss: 0.0312237 | val_loss: 0.0312231 | Time: 3984.44 ms [2021-12-27 02:30:15 main:574] : INFO : Epoch 1995 | loss: 0.0312242 | val_loss: 0.0312187 | Time: 3972.67 ms [2021-12-27 02:30:19 main:574] : INFO : Epoch 1996 | loss: 0.031221 | val_loss: 0.0312168 | Time: 3984.34 ms [2021-12-27 02:30:23 main:574] : INFO : Epoch 1997 | loss: 0.0312203 | val_loss: 0.0312175 | Time: 3977.24 ms [2021-12-27 02:30:27 main:574] : INFO : Epoch 1998 | loss: 0.0312218 | val_loss: 0.0312183 | Time: 3985.26 ms [2021-12-27 02:30:31 main:574] : INFO : Epoch 1999 | loss: 0.0312231 | val_loss: 0.0312173 | Time: 3977.1 ms [2021-12-27 02:30:35 main:574] : INFO : Epoch 2000 | loss: 0.031221 | val_loss: 0.0312178 | Time: 3973.12 ms [2021-12-27 02:30:39 main:574] : INFO : Epoch 2001 | loss: 0.0312207 | val_loss: 0.031217 | Time: 3981.7 ms [2021-12-27 02:30:43 main:574] : INFO : Epoch 2002 | loss: 0.031224 | val_loss: 0.0312203 | Time: 3980.22 ms [2021-12-27 02:30:47 main:574] : INFO : Epoch 2003 | loss: 0.0312263 | val_loss: 0.0312228 | Time: 3983.47 ms [2021-12-27 02:30:51 main:574] : INFO : Epoch 2004 | loss: 0.0312205 | val_loss: 0.0312177 | Time: 3970.66 ms [2021-12-27 02:30:55 main:574] : INFO : Epoch 2005 | loss: 0.0312197 | val_loss: 0.0312165 | Time: 3989.48 ms [2021-12-27 02:30:59 main:574] : INFO : Epoch 2006 | loss: 0.0312204 | val_loss: 0.0312183 | Time: 3997.96 ms [2021-12-27 02:31:03 main:574] : INFO : Epoch 2007 | loss: 0.0312224 | val_loss: 0.0312182 | Time: 3983.54 ms [2021-12-27 02:31:07 main:574] : INFO : Epoch 2008 | loss: 0.0312218 | val_loss: 0.0312181 | Time: 3979.61 ms [2021-12-27 02:31:11 main:574] : INFO : Epoch 2009 | loss: 0.0312211 | val_loss: 0.0312183 | Time: 3974.98 ms [2021-12-27 02:31:15 main:574] : INFO : Epoch 2010 | loss: 0.0312222 | val_loss: 0.0312245 | Time: 3971.41 ms [2021-12-27 02:31:19 main:574] : INFO : Epoch 2011 | loss: 0.0312209 | val_loss: 0.0312196 | Time: 3974.56 ms [2021-12-27 02:31:23 main:574] : INFO : Epoch 2012 | loss: 0.0312213 | val_loss: 0.0312225 | Time: 3979.65 ms [2021-12-27 02:31:27 main:574] : INFO : Epoch 2013 | loss: 0.0312241 | val_loss: 0.0312203 | Time: 3979.4 ms [2021-12-27 02:31:31 main:574] : INFO : Epoch 2014 | loss: 0.0312236 | val_loss: 0.0312191 | Time: 3987.56 ms [2021-12-27 02:31:35 main:574] : INFO : Epoch 2015 | loss: 0.0312232 | val_loss: 0.0312184 | Time: 3973.93 ms [2021-12-27 02:31:39 main:574] : INFO : Epoch 2016 | loss: 0.0312211 | val_loss: 0.0312185 | Time: 3972.78 ms [2021-12-27 02:31:43 main:574] : INFO : Epoch 2017 | loss: 0.0312212 | val_loss: 0.0312215 | Time: 3973.11 ms [2021-12-27 02:31:47 main:574] : INFO : Epoch 2018 | loss: 0.0312224 | val_loss: 0.0312176 | Time: 3977.15 ms [2021-12-27 02:31:51 main:574] : INFO : Epoch 2019 | loss: 0.0312199 | val_loss: 0.0312174 | Time: 3967.88 ms [2021-12-27 02:31:55 main:574] : INFO : Epoch 2020 | loss: 0.0312199 | val_loss: 0.0312175 | Time: 3986.79 ms [2021-12-27 02:31:59 main:574] : INFO : Epoch 2021 | loss: 0.0312234 | val_loss: 0.0312206 | Time: 3973.3 ms [2021-12-27 02:32:03 main:574] : INFO : Epoch 2022 | loss: 0.0312241 | val_loss: 0.031218 | Time: 3979.95 ms [2021-12-27 02:32:07 main:574] : INFO : Epoch 2023 | loss: 0.031221 | val_loss: 0.0312167 | Time: 3982.67 ms [2021-12-27 02:32:11 main:574] : INFO : Epoch 2024 | loss: 0.03122 | val_loss: 0.0312189 | Time: 3964.33 ms [2021-12-27 02:32:15 main:574] : INFO : Epoch 2025 | loss: 0.0312198 | val_loss: 0.0312194 | Time: 4018.75 ms [2021-12-27 02:32:19 main:574] : INFO : Epoch 2026 | loss: 0.0312209 | val_loss: 0.0312205 | Time: 3979.37 ms [2021-12-27 02:32:23 main:574] : INFO : Epoch 2027 | loss: 0.0312218 | val_loss: 0.0312173 | Time: 3981.55 ms [2021-12-27 02:32:27 main:574] : INFO : Epoch 2028 | loss: 0.0312208 | val_loss: 0.0312176 | Time: 3969.73 ms [2021-12-27 02:32:31 main:574] : INFO : Epoch 2029 | loss: 0.0312229 | val_loss: 0.0312203 | Time: 3983.63 ms [2021-12-27 02:32:35 main:574] : INFO : Epoch 2030 | loss: 0.0312226 | val_loss: 0.0312175 | Time: 3986.62 ms [2021-12-27 02:32:39 main:574] : INFO : Epoch 2031 | loss: 0.0312213 | val_loss: 0.031218 | Time: 3979.85 ms [2021-12-27 02:32:43 main:574] : INFO : Epoch 2032 | loss: 0.0312212 | val_loss: 0.0312166 | Time: 3968.98 ms [2021-12-27 02:32:47 main:574] : INFO : Epoch 2033 | loss: 0.0312209 | val_loss: 0.0312173 | Time: 3983.35 ms [2021-12-27 02:32:51 main:574] : INFO : Epoch 2034 | loss: 0.0312199 | val_loss: 0.0312163 | Time: 3987.34 ms [2021-12-27 02:32:55 main:574] : INFO : Epoch 2035 | loss: 0.0312201 | val_loss: 0.0312195 | Time: 4004.51 ms [2021-12-27 02:32:59 main:574] : INFO : Epoch 2036 | loss: 0.031221 | val_loss: 0.0312179 | Time: 3987.35 ms [2021-12-27 02:33:03 main:574] : INFO : Epoch 2037 | loss: 0.0312219 | val_loss: 0.0312219 | Time: 3979.3 ms [2021-12-27 02:33:07 main:574] : INFO : Epoch 2038 | loss: 0.0312226 | val_loss: 0.0312189 | Time: 3974.3 ms [2021-12-27 02:33:11 main:574] : INFO : Epoch 2039 | loss: 0.0312217 | val_loss: 0.0312179 | Time: 3984.45 ms [2021-12-27 02:33:15 main:574] : INFO : Epoch 2040 | loss: 0.0312231 | val_loss: 0.0312207 | Time: 3992.57 ms [2021-12-27 02:33:19 main:574] : INFO : Epoch 2041 | loss: 0.0312237 | val_loss: 0.0312171 | Time: 3976.73 ms [2021-12-27 02:33:23 main:574] : INFO : Epoch 2042 | loss: 0.0312223 | val_loss: 0.0312174 | Time: 3970.79 ms [2021-12-27 02:33:27 main:574] : INFO : Epoch 2043 | loss: 0.0312198 | val_loss: 0.0312187 | Time: 3974.2 ms [2021-12-27 02:33:30 main:574] : INFO : Epoch 2044 | loss: 0.0312233 | val_loss: 0.0312279 | Time: 3975.88 ms [2021-12-27 02:33:34 main:574] : INFO : Epoch 2045 | loss: 0.0312221 | val_loss: 0.0312199 | Time: 3974.51 ms [2021-12-27 02:33:38 main:574] : INFO : Epoch 2046 | loss: 0.0312213 | val_loss: 0.0312193 | Time: 3976.7 ms [2021-12-27 02:33:42 main:574] : INFO : Epoch 2047 | loss: 0.0312203 | val_loss: 0.0312211 | Time: 3989.49 ms [2021-12-27 02:33:46 main:574] : INFO : Epoch 2048 | loss: 0.031225 | val_loss: 0.0312207 | Time: 3980.23 ms [2021-12-27 02:33:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312207 [2021-12-27 02:33:46 main:603] : INFO : Saving end state to config to file [2021-12-27 02:33:46 main:608] : INFO : Success, exiting.. 02:33:46 (740): 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)