Task 13837498
| Name | ParityModified-1647042050-11347-2-0_0 |
| Workunit | 10917825 |
| Created | 27 Mar 2022, 6:22:53 UTC |
| Sent | 1 Apr 2022, 16:25:41 UTC |
| Report deadline | 9 Apr 2022, 16:25:41 UTC |
| Received | 1 Apr 2022, 21:05:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 19 min 44 sec |
| CPU time | 1 hours 35 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,881.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 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: 0.0310999 | val_loss: 0.0311687 | Time: 3997.27 ms
[2022-04-01 14:30:08 main:574] : INFO : Epoch 1543 | loss: 0.0310998 | val_loss: 0.0311663 | Time: 4173.31 ms
[2022-04-01 14:30:12 main:574] : INFO : Epoch 1544 | loss: 0.0311001 | val_loss: 0.0311571 | Time: 4044.49 ms
[2022-04-01 14:30:16 main:574] : INFO : Epoch 1545 | loss: 0.031098 | val_loss: 0.0311615 | Time: 4118.57 ms
[2022-04-01 14:30:20 main:574] : INFO : Epoch 1546 | loss: 0.0310962 | val_loss: 0.0311637 | Time: 4112.54 ms
[2022-04-01 14:30:24 main:574] : INFO : Epoch 1547 | loss: 0.0310966 | val_loss: 0.0311676 | Time: 4184.68 ms
[2022-04-01 14:30:28 main:574] : INFO : Epoch 1548 | loss: 0.0310966 | val_loss: 0.0311635 | Time: 4027.61 ms
[2022-04-01 14:30:32 main:574] : INFO : Epoch 1549 | loss: 0.0310954 | val_loss: 0.0311669 | Time: 3888.45 ms
[2022-04-01 14:30:36 main:574] : INFO : Epoch 1550 | loss: 0.0310948 | val_loss: 0.0311687 | Time: 4063.53 ms
[2022-04-01 14:30:40 main:574] : INFO : Epoch 1551 | loss: 0.0310942 | val_loss: 0.0311701 | Time: 4180.13 ms
[2022-04-01 14:30:44 main:574] : INFO : Epoch 1552 | loss: 0.0310965 | val_loss: 0.0311659 | Time: 3962.01 ms
[2022-04-01 14:30:48 main:574] : INFO : Epoch 1553 | loss: 0.0310951 | val_loss: 0.0311713 | Time: 4037.72 ms
[2022-04-01 14:30:53 main:574] : INFO : Epoch 1554 | loss: 0.0310946 | val_loss: 0.0311679 | Time: 4068.54 ms
[2022-04-01 14:30:57 main:574] : INFO : Epoch 1555 | loss: 0.0311053 | val_loss: 0.0311676 | Time: 3970.2 ms
[2022-04-01 14:31:01 main:574] : INFO : Epoch 1556 | loss: 0.0311155 | val_loss: 0.0311618 | Time: 4084.22 ms
[2022-04-01 14:31:05 main:574] : INFO : Epoch 1557 | loss: 0.0311115 | val_loss: 0.0311653 | Time: 4186.5 ms
[2022-04-01 14:31:09 main:574] : INFO : Epoch 1558 | loss: 0.0311113 | val_loss: 0.0311664 | Time: 4021.66 ms
[2022-04-01 14:31:13 main:574] : INFO : Epoch 1559 | loss: 0.0311121 | val_loss: 0.0311673 | Time: 4137.12 ms
[2022-04-01 14:31:17 main:574] : INFO : Epoch 1560 | loss: 0.0311282 | val_loss: 0.0311733 | Time: 4060.94 ms
[2022-04-01 14:31:21 main:574] : INFO : Epoch 1561 | loss: 0.0311241 | val_loss: 0.0311668 | Time: 3926.79 ms
[2022-04-01 14:31:25 main:574] : INFO : Epoch 1562 | loss: 0.0311201 | val_loss: 0.0311663 | Time: 4058.55 ms
[2022-04-01 14:31:29 main:574] : INFO : Epoch 1563 | loss: 0.0311235 | val_loss: 0.0311656 | Time: 4103.8 ms
[2022-04-01 14:31:33 main:574] : INFO : Epoch 1564 | loss: 0.0311207 | val_loss: 0.0311658 | Time: 4116 ms
[2022-04-01 14:31:37 main:574] : INFO : Epoch 1565 | loss: 0.0311179 | val_loss: 0.0311571 | Time: 4227.84 ms
[2022-04-01 14:31:42 main:574] : INFO : Epoch 1566 | loss: 0.0311144 | val_loss: 0.0311616 | Time: 4190.87 ms
[2022-04-01 14:31:46 main:574] : INFO : Epoch 1567 | loss: 0.0311136 | val_loss: 0.0311595 | Time: 4056.81 ms
[2022-04-01 14:31:50 main:574] : INFO : Epoch 1568 | loss: 0.0311147 | val_loss: 0.0311625 | Time: 4015.77 ms
[2022-04-01 14:31:54 main:574] : INFO : Epoch 1569 | loss: 0.0311178 | val_loss: 0.0311615 | Time: 4131.1 ms
[2022-04-01 14:31:58 main:574] : INFO : Epoch 1570 | loss: 0.0311125 | val_loss: 0.0311668 | Time: 4092.11 ms
[2022-04-01 14:32:02 main:574] : INFO : Epoch 1571 | loss: 0.0311113 | val_loss: 0.0311655 | Time: 4146.75 ms
[2022-04-01 14:32:06 main:574] : INFO : Epoch 1572 | loss: 0.0311087 | val_loss: 0.031166 | Time: 4064.57 ms
[2022-04-01 14:32:10 main:574] : INFO : Epoch 1573 | loss: 0.0311065 | val_loss: 0.0311637 | Time: 3859.08 ms
[2022-04-01 14:32:14 main:574] : INFO : Epoch 1574 | loss: 0.0311062 | val_loss: 0.031164 | Time: 3995.04 ms
[2022-04-01 14:32:18 main:574] : INFO : Epoch 1575 | loss: 0.0311048 | val_loss: 0.0311646 | Time: 4105.06 ms
[2022-04-01 14:32:22 main:574] : INFO : Epoch 1576 | loss: 0.031103 | val_loss: 0.0311679 | Time: 3988.83 ms
[2022-04-01 14:32:26 main:574] : INFO : Epoch 1577 | loss: 0.0311054 | val_loss: 0.0311692 | Time: 3994.16 ms
[2022-04-01 14:32:30 main:574] : INFO : Epoch 1578 | loss: 0.0311072 | val_loss: 0.0311722 | Time: 4083.79 ms
[2022-04-01 14:32:34 main:574] : INFO : Epoch 1579 | loss: 0.0311048 | val_loss: 0.0311693 | Time: 3926.81 ms
[2022-04-01 14:32:38 main:574] : INFO : Epoch 1580 | loss: 0.0311061 | val_loss: 0.0311671 | Time: 4210.03 ms
[2022-04-01 14:32:42 main:574] : INFO : Epoch 1581 | loss: 0.0311078 | val_loss: 0.0311671 | Time: 3948.79 ms
[2022-04-01 14:32:46 main:574] : INFO : Epoch 1582 | loss: 0.0311057 | val_loss: 0.0311624 | Time: 4143.61 ms
[2022-04-01 14:32:51 main:574] : INFO : Epoch 1583 | loss: 0.0311034 | val_loss: 0.0311682 | Time: 4101.81 ms
[2022-04-01 14:32:55 main:574] : INFO : Epoch 1584 | loss: 0.0311023 | val_loss: 0.0311647 | Time: 4138.06 ms
[2022-04-01 14:32:59 main:574] : INFO : Epoch 1585 | loss: 0.0311027 | val_loss: 0.0311665 | Time: 4026.18 ms
[2022-04-01 14:33:03 main:574] : INFO : Epoch 1586 | loss: 0.0311026 | val_loss: 0.0311664 | Time: 4070.19 ms
[2022-04-01 14:33:07 main:574] : INFO : Epoch 1587 | loss: 0.031101 | val_loss: 0.0311686 | Time: 4089.89 ms
[2022-04-01 14:33:11 main:574] : INFO : Epoch 1588 | loss: 0.0310987 | val_loss: 0.0311687 | Time: 3991.94 ms
[2022-04-01 14:33:15 main:574] : INFO : Epoch 1589 | loss: 0.0311007 | val_loss: 0.0311669 | Time: 4062.65 ms
[2022-04-01 14:33:19 main:574] : INFO : Epoch 1590 | loss: 0.0310996 | val_loss: 0.0311675 | Time: 4105.14 ms
[2022-04-01 14:33:23 main:574] : INFO : Epoch 1591 | loss: 0.0311021 | val_loss: 0.0311685 | Time: 4186.17 ms
[2022-04-01 14:33:27 main:574] : INFO : Epoch 1592 | loss: 0.0311059 | val_loss: 0.031167 | Time: 4025.2 ms
[2022-04-01 14:33:31 main:574] : INFO : Epoch 1593 | loss: 0.0311056 | val_loss: 0.0311661 | Time: 4069.89 ms
[2022-04-01 14:33:35 main:574] : INFO : Epoch 1594 | loss: 0.0311083 | val_loss: 0.0311672 | Time: 4013.57 ms
[2022-04-01 14:33:39 main:574] : INFO : Epoch 1595 | loss: 0.0311246 | val_loss: 0.0311562 | Time: 4031.2 ms
[2022-04-01 14:33:44 main:574] : INFO : Epoch 1596 | loss: 0.0311216 | val_loss: 0.0311588 | Time: 4173.05 ms
[2022-04-01 14:33:48 main:574] : INFO : Epoch 1597 | loss: 0.031118 | val_loss: 0.0311661 | Time: 4093.45 ms
[2022-04-01 14:33:52 main:574] : INFO : Epoch 1598 | loss: 0.0311163 | val_loss: 0.0311583 | Time: 3984.92 ms
[2022-04-01 14:33:56 main:574] : INFO : Epoch 1599 | loss: 0.0311129 | val_loss: 0.0311553 | Time: 3967.29 ms
[2022-04-01 14:34:00 main:574] : INFO : Epoch 1600 | loss: 0.0311099 | val_loss: 0.0311597 | Time: 4193.89 ms
[2022-04-01 14:34:04 main:574] : INFO : Epoch 1601 | loss: 0.0311089 | val_loss: 0.0311663 | Time: 4212.78 ms
[2022-04-01 14:34:08 main:574] : INFO : Epoch 1602 | loss: 0.0311066 | val_loss: 0.0311576 | Time: 4043.73 ms
[2022-04-01 14:34:12 main:574] : INFO : Epoch 1603 | loss: 0.0311098 | val_loss: 0.0311573 | Time: 4095.37 ms
[2022-04-01 14:34:16 main:574] : INFO : Epoch 1604 | loss: 0.0311064 | val_loss: 0.0311639 | Time: 4003.56 ms
[2022-04-01 14:34:20 main:574] : INFO : Epoch 1605 | loss: 0.0311043 | val_loss: 0.031162 | Time: 4127.35 ms
[2022-04-01 14:34:25 main:574] : INFO : Epoch 1606 | loss: 0.0311065 | val_loss: 0.0311601 | Time: 4198.32 ms
[2022-04-01 14:34:29 main:574] : INFO : Epoch 1607 | loss: 0.0311082 | val_loss: 0.0311661 | Time: 4203.34 ms
[2022-04-01 14:34:33 main:574] : INFO : Epoch 1608 | loss: 0.0311061 | val_loss: 0.0311586 | Time: 4148.44 ms
[2022-04-01 14:34:37 main:574] : INFO : Epoch 1609 | loss: 0.0311036 | val_loss: 0.0311563 | Time: 4146.77 ms
[2022-04-01 14:34:41 main:574] : INFO : Epoch 1610 | loss: 0.0311023 | val_loss: 0.0311595 | Time: 4045.36 ms
[2022-04-01 14:34:45 main:574] : INFO : Epoch 1611 | loss: 0.0311025 | val_loss: 0.0311621 | Time: 4059.23 ms
[2022-04-01 14:34:49 main:574] : INFO : Epoch 1612 | loss: 0.0311022 | val_loss: 0.0311616 | Time: 4069.69 ms
[2022-04-01 14:34:53 main:574] : INFO : Epoch 1613 | loss: 0.0311021 | val_loss: 0.0311597 | Time: 4048.65 ms
[2022-04-01 14:34:58 main:574] : INFO : Epoch 1614 | loss: 0.031102 | val_loss: 0.0311588 | Time: 4244.25 ms
[2022-04-01 14:35:02 main:574] : INFO : Epoch 1615 | loss: 0.0311009 | val_loss: 0.0311602 | Time: 4176.73 ms
[2022-04-01 14:35:06 main:574] : INFO : Epoch 1616 | loss: 0.0311026 | val_loss: 0.0311582 | Time: 4090.43 ms
[2022-04-01 14:35:10 main:574] : INFO : Epoch 1617 | loss: 0.0311013 | val_loss: 0.0311541 | Time: 4188.86 ms
[2022-04-01 14:35:14 main:574] : INFO : Epoch 1618 | loss: 0.0311022 | val_loss: 0.0311643 | Time: 4193.25 ms
[2022-04-01 14:35:18 main:574] : INFO : Epoch 1619 | loss: 0.0311038 | val_loss: 0.0311631 | Time: 3808.8 ms
[2022-04-01 14:35:22 main:574] : INFO : Epoch 1620 | loss: 0.0311064 | val_loss: 0.0311573 | Time: 3922.62 ms
[2022-04-01 14:35:26 main:574] : INFO : Epoch 1621 | loss: 0.0311124 | val_loss: 0.0311652 | Time: 4045.79 ms
[2022-04-01 14:35:30 main:574] : INFO : Epoch 1622 | loss: 0.0311067 | val_loss: 0.0311584 | Time: 4182.22 ms
[2022-04-01 14:35:34 main:574] : INFO : Epoch 1623 | loss: 0.031105 | val_loss: 0.0311608 | Time: 4257.19 ms
[2022-04-01 14:35:39 main:574] : INFO : Epoch 1624 | loss: 0.0311042 | val_loss: 0.0311655 | Time: 4107.11 ms
[2022-04-01 14:35:43 main:574] : INFO : Epoch 1625 | loss: 0.0311034 | val_loss: 0.0311562 | Time: 4075.82 ms
[2022-04-01 14:35:47 main:574] : INFO : Epoch 1626 | loss: 0.0311025 | val_loss: 0.0311636 | Time: 3945.35 ms
[2022-04-01 14:35:51 main:574] : INFO : Epoch 1627 | loss: 0.031101 | val_loss: 0.0311596 | Time: 4056.92 ms
[2022-04-01 14:35:55 main:574] : INFO : Epoch 1628 | loss: 0.0310989 | val_loss: 0.0311597 | Time: 4198.03 ms
[2022-04-01 14:35:59 main:574] : INFO : Epoch 1629 | loss: 0.0310962 | val_loss: 0.0311576 | Time: 4077.42 ms
[2022-04-01 14:36:03 main:574] : INFO : Epoch 1630 | loss: 0.0310961 | val_loss: 0.0311644 | Time: 4234.28 ms
[2022-04-01 14:36:07 main:574] : INFO : Epoch 1631 | loss: 0.0310987 | val_loss: 0.0311603 | Time: 4163.08 ms
[2022-04-01 14:36:12 main:574] : INFO : Epoch 1632 | loss: 0.0310966 | val_loss: 0.0311596 | Time: 4232.74 ms
[2022-04-01 14:36:16 main:574] : INFO : Epoch 1633 | loss: 0.0310959 | val_loss: 0.0311608 | Time: 4227.74 ms
[2022-04-01 14:36:20 main:574] : INFO : Epoch 1634 | loss: 0.031097 | val_loss: 0.0311646 | Time: 4273.12 ms
[2022-04-01 14:36:24 main:574] : INFO : Epoch 1635 | loss: 0.0310948 | val_loss: 0.0311557 | Time: 4081.32 ms
[2022-04-01 14:36:28 main:574] : INFO : Epoch 1636 | loss: 0.0310956 | val_loss: 0.0311566 | Time: 3979.95 ms
[2022-04-01 14:36:32 main:574] : INFO : Epoch 1637 | loss: 0.0310988 | val_loss: 0.0311566 | Time: 4017.61 ms
[2022-04-01 14:36:36 main:574] : INFO : Epoch 1638 | loss: 0.0310999 | val_loss: 0.0311557 | Time: 3901.88 ms
[2022-04-01 14:36:40 main:574] : INFO : Epoch 1639 | loss: 0.0311014 | val_loss: 0.0311572 | Time: 3911.52 ms
[2022-04-01 14:36:44 main:574] : INFO : Epoch 1640 | loss: 0.0311054 | val_loss: 0.03116 | Time: 4124.67 ms
[2022-04-01 14:36:48 main:574] : INFO : Epoch 1641 | loss: 0.0311028 | val_loss: 0.0311553 | Time: 4127.6 ms
[2022-04-01 14:36:52 main:574] : INFO : Epoch 1642 | loss: 0.0311008 | val_loss: 0.0311688 | Time: 4040.34 ms
[2022-04-01 14:36:56 main:574] : INFO : Epoch 1643 | loss: 0.0311048 | val_loss: 0.0311525 | Time: 4135.15 ms
[2022-04-01 14:37:00 main:574] : INFO : Epoch 1644 | loss: 0.0311108 | val_loss: 0.0311731 | Time: 3988.5 ms
[2022-04-01 14:37:05 main:574] : INFO : Epoch 1645 | loss: 0.0311066 | val_loss: 0.03116 | Time: 4019.14 ms
[2022-04-01 14:37:09 main:574] : INFO : Epoch 1646 | loss: 0.0311057 | val_loss: 0.0311601 | Time: 4022.61 ms
[2022-04-01 14:37:12 main:574] : INFO : Epoch 1647 | loss: 0.0311029 | val_loss: 0.0311613 | Time: 3908.38 ms
[2022-04-01 14:37:16 main:574] : INFO : Epoch 1648 | loss: 0.0311026 | val_loss: 0.0311561 | Time: 3949.98 ms
[2022-04-01 14:37:20 main:574] : INFO : Epoch 1649 | loss: 0.0311015 | val_loss: 0.0311667 | Time: 3994.34 ms
[2022-04-01 14:37:25 main:574] : INFO : Epoch 1650 | loss: 0.031103 | val_loss: 0.0311576 | Time: 4150.11 ms
[2022-04-01 14:37:29 main:574] : INFO : Epoch 1651 | loss: 0.0311022 | val_loss: 0.0311565 | Time: 4080.74 ms
[2022-04-01 14:37:33 main:574] : INFO : Epoch 1652 | loss: 0.0310993 | val_loss: 0.031159 | Time: 4098.09 ms
[2022-04-01 14:37:37 main:574] : INFO : Epoch 1653 | loss: 0.031098 | val_loss: 0.0311588 | Time: 3884.7 ms
[2022-04-01 14:37:41 main:574] : INFO : Epoch 1654 | loss: 0.0310972 | val_loss: 0.0311639 | Time: 4108.04 ms
[2022-04-01 14:37:45 main:574] : INFO : Epoch 1655 | loss: 0.0310962 | val_loss: 0.0311585 | Time: 4128.19 ms
[2022-04-01 14:37:49 main:574] : INFO : Epoch 1656 | loss: 0.031097 | val_loss: 0.0311609 | Time: 4046.77 ms
[2022-04-01 14:37:53 main:574] : INFO : Epoch 1657 | loss: 0.0310971 | val_loss: 0.0311577 | Time: 4188.21 ms
[2022-04-01 14:37:57 main:574] : INFO : Epoch 1658 | loss: 0.0310992 | val_loss: 0.0311621 | Time: 4140.25 ms
[2022-04-01 14:38:01 main:574] : INFO : Epoch 1659 | loss: 0.0310993 | val_loss: 0.0311657 | Time: 3943.97 ms
[2022-04-01 14:38:05 main:574] : INFO : Epoch 1660 | loss: 0.031102 | val_loss: 0.0311574 | Time: 3933.52 ms
[2022-04-01 14:38:09 main:574] : INFO : Epoch 1661 | loss: 0.0311016 | val_loss: 0.0311793 | Time: 4090.89 ms
[2022-04-01 14:38:13 main:574] : INFO : Epoch 1662 | loss: 0.0311095 | val_loss: 0.0311639 | Time: 4151.29 ms
[2022-04-01 14:38:18 main:574] : INFO : Epoch 1663 | loss: 0.0311093 | val_loss: 0.0311657 | Time: 4173.46 ms
[2022-04-01 14:38:22 main:574] : INFO : Epoch 1664 | loss: 0.0311048 | val_loss: 0.0311652 | Time: 4099.56 ms
[2022-04-01 14:38:26 main:574] : INFO : Epoch 1665 | loss: 0.0311018 | val_loss: 0.0311638 | Time: 4051.71 ms
[2022-04-01 14:38:30 main:574] : INFO : Epoch 1666 | loss: 0.0311004 | val_loss: 0.0311588 | Time: 4024.47 ms
[2022-04-01 14:38:34 main:574] : INFO : Epoch 1667 | loss: 0.031098 | val_loss: 0.0311638 | Time: 4021.65 ms
[2022-04-01 14:38:38 main:574] : INFO : Epoch 1668 | loss: 0.0311004 | val_loss: 0.0311677 | Time: 4130.82 ms
[2022-04-01 14:38:42 main:574] : INFO : Epoch 1669 | loss: 0.0310992 | val_loss: 0.0311677 | Time: 4030.73 ms
[2022-04-01 14:38:46 main:574] : INFO : Epoch 1670 | loss: 0.0310991 | val_loss: 0.03116 | Time: 4217.46 ms
[2022-04-01 14:38:50 main:574] : INFO : Epoch 1671 | loss: 0.0310967 | val_loss: 0.0311644 | Time: 3989.52 ms
[2022-04-01 14:38:54 main:574] : INFO : Epoch 1672 | loss: 0.0310979 | val_loss: 0.0311622 | Time: 3946.99 ms
[2022-04-01 14:38:58 main:574] : INFO : Epoch 1673 | loss: 0.0311005 | val_loss: 0.0311685 | Time: 3896.09 ms
[2022-04-01 14:39:02 main:574] : INFO : Epoch 1674 | loss: 0.0310995 | val_loss: 0.0311617 | Time: 4092 ms
[2022-04-01 14:39:06 main:574] : INFO : Epoch 1675 | loss: 0.0310996 | val_loss: 0.0311579 | Time: 4154.39 ms
[2022-04-01 14:39:10 main:574] : INFO : Epoch 1676 | loss: 0.0310981 | val_loss: 0.0311649 | Time: 4216.51 ms
[2022-04-01 14:39:15 main:574] : INFO : Epoch 1677 | loss: 0.0310976 | val_loss: 0.0311621 | Time: 4096.79 ms
[2022-04-01 14:39:19 main:574] : INFO : Epoch 1678 | loss: 0.0310976 | val_loss: 0.0311671 | Time: 3979.25 ms
[2022-04-01 14:39:23 main:574] : INFO : Epoch 1679 | loss: 0.0310985 | val_loss: 0.0311628 | Time: 3967.89 ms
[2022-04-01 14:39:27 main:574] : INFO : Epoch 1680 | loss: 0.0310974 | val_loss: 0.0311671 | Time: 4114.4 ms
[2022-04-01 14:39:31 main:574] : INFO : Epoch 1681 | loss: 0.0311025 | val_loss: 0.0311636 | Time: 4078.57 ms
[2022-04-01 14:39:35 main:574] : INFO : Epoch 1682 | loss: 0.0311072 | val_loss: 0.0311636 | Time: 3993.55 ms
[2022-04-01 14:39:39 main:574] : INFO : Epoch 1683 | loss: 0.0311067 | val_loss: 0.0311625 | Time: 4201.71 ms
[2022-04-01 14:39:43 main:574] : INFO : Epoch 1684 | loss: 0.0311046 | val_loss: 0.0311603 | Time: 3886.46 ms
[2022-04-01 14:39:47 main:574] : INFO : Epoch 1685 | loss: 0.0311014 | val_loss: 0.0311682 | Time: 4077.84 ms
[2022-04-01 14:39:51 main:574] : INFO : Epoch 1686 | loss: 0.0311011 | val_loss: 0.0311655 | Time: 4367.92 ms
[2022-04-01 14:39:55 main:574] : INFO : Epoch 1687 | loss: 0.0311014 | val_loss: 0.0311592 | Time: 4094.74 ms
[2022-04-01 14:40:00 main:574] : INFO : Epoch 1688 | loss: 0.0310983 | val_loss: 0.0311609 | Time: 4146.67 ms
[2022-04-01 14:40:04 main:574] : INFO : Epoch 1689 | loss: 0.0311012 | val_loss: 0.0311539 | Time: 4233.3 ms
[2022-04-01 14:40:08 main:574] : INFO : Epoch 1690 | loss: 0.0310997 | val_loss: 0.0311607 | Time: 4000.57 ms
[2022-04-01 14:40:12 main:574] : INFO : Epoch 1691 | loss: 0.0310979 | val_loss: 0.0311635 | Time: 4033.93 ms
[2022-04-01 14:40:16 main:574] : INFO : Epoch 1692 | loss: 0.0310992 | val_loss: 0.0311616 | Time: 3966.08 ms
[2022-04-01 14:40:20 main:574] : INFO : Epoch 1693 | loss: 0.0310992 | val_loss: 0.0311572 | Time: 4124.8 ms
[2022-04-01 14:40:24 main:574] : INFO : Epoch 1694 | loss: 0.0310959 | val_loss: 0.0311627 | Time: 4215.91 ms
[2022-04-01 14:40:28 main:574] : INFO : Epoch 1695 | loss: 0.0310947 | val_loss: 0.031159 | Time: 4152.89 ms
[2022-04-01 14:40:32 main:574] : INFO : Epoch 1696 | loss: 0.031095 | val_loss: 0.0311671 | Time: 4077.64 ms
[2022-04-01 14:40:37 main:574] : INFO : Epoch 1697 | loss: 0.0310971 | val_loss: 0.0311635 | Time: 4199.85 ms
[2022-04-01 14:40:41 main:574] : INFO : Epoch 1698 | loss: 0.0310957 | val_loss: 0.0311576 | Time: 4084.96 ms
[2022-04-01 14:40:45 main:574] : INFO : Epoch 1699 | loss: 0.0310998 | val_loss: 0.0311589 | Time: 4043.55 ms
[2022-04-01 14:40:49 main:574] : INFO : Epoch 1700 | loss: 0.0311256 | val_loss: 0.0311621 | Time: 3908.39 ms
[2022-04-01 14:40:53 main:574] : INFO : Epoch 1701 | loss: 0.0311389 | val_loss: 0.0311557 | Time: 4136.74 ms
[2022-04-01 14:40:57 main:574] : INFO : Epoch 1702 | loss: 0.0311301 | val_loss: 0.031151 | Time: 3971.73 ms
[2022-04-01 14:41:01 main:574] : INFO : Epoch 1703 | loss: 0.0311258 | val_loss: 0.0311569 | Time: 4106.42 ms
[2022-04-01 14:41:05 main:574] : INFO : Epoch 1704 | loss: 0.0311208 | val_loss: 0.0311558 | Time: 4108.72 ms
[2022-04-01 14:41:09 main:574] : INFO : Epoch 1705 | loss: 0.0311197 | val_loss: 0.0311595 | Time: 4144.96 ms
[2022-04-01 14:41:13 main:574] : INFO : Epoch 1706 | loss: 0.0311265 | val_loss: 0.0311587 | Time: 4180.82 ms
[2022-04-01 14:41:17 main:574] : INFO : Epoch 1707 | loss: 0.0311202 | val_loss: 0.0311616 | Time: 4216.53 ms
[2022-04-01 14:41:22 main:574] : INFO : Epoch 1708 | loss: 0.0311179 | val_loss: 0.0311561 | Time: 4167.98 ms
[2022-04-01 14:41:26 main:574] : INFO : Epoch 1709 | loss: 0.0311146 | val_loss: 0.0311696 | Time: 4128.23 ms
[2022-04-01 14:41:30 main:574] : INFO : Epoch 1710 | loss: 0.0311135 | val_loss: 0.0311624 | Time: 4164.75 ms
[2022-04-01 14:41:34 main:574] : INFO : Epoch 1711 | loss: 0.0311099 | val_loss: 0.0311618 | Time: 4145.07 ms
[2022-04-01 14:41:38 main:574] : INFO : Epoch 1712 | loss: 0.0311126 | val_loss: 0.0311581 | Time: 3969.73 ms
[2022-04-01 14:41:42 main:574] : INFO : Epoch 1713 | loss: 0.0311109 | val_loss: 0.031161 | Time: 4098.53 ms
[2022-04-01 14:41:46 main:574] : INFO : Epoch 1714 | loss: 0.0311076 | val_loss: 0.03116 | Time: 4030.63 ms
[2022-04-01 14:41:50 main:574] : INFO : Epoch 1715 | loss: 0.0311064 | val_loss: 0.0311579 | Time: 4101.3 ms
[2022-04-01 14:41:55 main:574] : INFO : Epoch 1716 | loss: 0.031107 | val_loss: 0.0311612 | Time: 4349.9 ms
[2022-04-01 14:41:59 main:574] : INFO : Epoch 1717 | loss: 0.031107 | val_loss: 0.0311576 | Time: 4040.13 ms
[2022-04-01 14:42:03 main:574] : INFO : Epoch 1718 | loss: 0.0311054 | val_loss: 0.0311574 | Time: 4008.79 ms
[2022-04-01 14:42:07 main:574] : INFO : Epoch 1719 | loss: 0.0311063 | val_loss: 0.0311622 | Time: 3964.74 ms
[2022-04-01 14:42:11 main:574] : INFO : Epoch 1720 | loss: 0.031108 | val_loss: 0.0311628 | Time: 4041.82 ms
[2022-04-01 14:42:15 main:574] : INFO : Epoch 1721 | loss: 0.031113 | val_loss: 0.0311642 | Time: 4041.22 ms
[2022-04-01 14:42:19 main:574] : INFO : Epoch 1722 | loss: 0.0311071 | val_loss: 0.0311597 | Time: 4081.02 ms
[2022-04-01 14:42:23 main:574] : INFO : Epoch 1723 | loss: 0.0311062 | val_loss: 0.031163 | Time: 4164.28 ms
[2022-04-01 14:42:27 main:574] : INFO : Epoch 1724 | loss: 0.0311139 | val_loss: 0.0311559 | Time: 4001.59 ms
[2022-04-01 14:42:31 main:574] : INFO : Epoch 1725 | loss: 0.0311318 | val_loss: 0.0311605 | Time: 4106.57 ms
[2022-04-01 14:42:35 main:574] : INFO : Epoch 1726 | loss: 0.0311439 | val_loss: 0.0311653 | Time: 4176.08 ms
[2022-04-01 14:42:39 main:574] : INFO : Epoch 1727 | loss: 0.0311576 | val_loss: 0.0311613 | Time: 4069.45 ms
[2022-04-01 14:42:43 main:574] : INFO : Epoch 1728 | loss: 0.0311525 | val_loss: 0.0311574 | Time: 4077.97 ms
[2022-04-01 14:42:48 main:574] : INFO : Epoch 1729 | loss: 0.0311457 | val_loss: 0.0311535 | Time: 4272.61 ms
[2022-04-01 14:42:52 main:574] : INFO : Epoch 1730 | loss: 0.0311431 | val_loss: 0.0311558 | Time: 3941.36 ms
[2022-04-01 14:42:56 main:574] : INFO : Epoch 1731 | loss: 0.0311555 | val_loss: 0.0311608 | Time: 4210.04 ms
[2022-04-01 14:43:00 main:574] : INFO : Epoch 1732 | loss: 0.0311562 | val_loss: 0.0311573 | Time: 4035.17 ms
[2022-04-01 14:43:04 main:574] : INFO : Epoch 1733 | loss: 0.0311532 | val_loss: 0.031157 | Time: 4105.1 ms
[2022-04-01 14:43:08 main:574] : INFO : Epoch 1734 | loss: 0.0311508 | val_loss: 0.0311556 | Time: 4269.66 ms
[2022-04-01 14:43:13 main:574] : INFO : Epoch 1735 | loss: 0.0311497 | val_loss: 0.0311548 | Time: 4183.39 ms
[2022-04-01 14:43:16 main:574] : INFO : Epoch 1736 | loss: 0.0311474 | val_loss: 0.0311569 | Time: 3917.34 ms
[2022-04-01 14:43:21 main:574] : INFO : Epoch 1737 | loss: 0.0311444 | val_loss: 0.0311521 | Time: 4081.04 ms
[2022-04-01 14:43:25 main:574] : INFO : Epoch 1738 | loss: 0.0311414 | val_loss: 0.0311538 | Time: 4010.82 ms
[2022-04-01 14:43:29 main:574] : INFO : Epoch 1739 | loss: 0.03114 | val_loss: 0.0311532 | Time: 4129.2 ms
[2022-04-01 14:43:33 main:574] : INFO : Epoch 1740 | loss: 0.03114 | val_loss: 0.0311517 | Time: 4215.33 ms
[2022-04-01 14:43:37 main:574] : INFO : Epoch 1741 | loss: 0.0311382 | val_loss: 0.0311544 | Time: 4114.23 ms
[2022-04-01 14:43:41 main:574] : INFO : Epoch 1742 | loss: 0.0311378 | val_loss: 0.0311552 | Time: 4100.6 ms
[2022-04-01 14:43:45 main:574] : INFO : Epoch 1743 | loss: 0.0311468 | val_loss: 0.0311562 | Time: 4071.24 ms
[2022-04-01 14:43:49 main:574] : INFO : Epoch 1744 | loss: 0.0311463 | val_loss: 0.0311574 | Time: 4162.12 ms
[2022-04-01 14:43:53 main:574] : INFO : Epoch 1745 | loss: 0.0311438 | val_loss: 0.0311578 | Time: 4116.58 ms
[2022-04-01 14:43:58 main:574] : INFO : Epoch 1746 | loss: 0.0311423 | val_loss: 0.0311611 | Time: 4089.72 ms
[2022-04-01 14:44:02 main:574] : INFO : Epoch 1747 | loss: 0.0311391 | val_loss: 0.031159 | Time: 4120.42 ms
[2022-04-01 14:44:06 main:574] : INFO : Epoch 1748 | loss: 0.0311377 | val_loss: 0.0311593 | Time: 3988.23 ms
[2022-04-01 14:44:10 main:574] : INFO : Epoch 1749 | loss: 0.0311403 | val_loss: 0.0311596 | Time: 3988.73 ms
[2022-04-01 14:44:14 main:574] : INFO : Epoch 1750 | loss: 0.0311424 | val_loss: 0.0311625 | Time: 4093.45 ms
[2022-04-01 14:44:18 main:574] : INFO : Epoch 1751 | loss: 0.0311398 | val_loss: 0.0311557 | Time: 4259.66 ms
[2022-04-01 14:44:22 main:574] : INFO : Epoch 1752 | loss: 0.0311389 | val_loss: 0.0311532 | Time: 3911.46 ms
[2022-04-01 14:44:26 main:574] : INFO : Epoch 1753 | loss: 0.0311402 | val_loss: 0.0311596 | Time: 4232.26 ms
[2022-04-01 14:44:30 main:574] : INFO : Epoch 1754 | loss: 0.0311396 | val_loss: 0.0311512 | Time: 4188.03 ms
[2022-04-01 14:44:34 main:574] : INFO : Epoch 1755 | loss: 0.031137 | val_loss: 0.0311562 | Time: 4018.88 ms
[2022-04-01 14:44:39 main:574] : INFO : Epoch 1756 | loss: 0.0311356 | val_loss: 0.0311545 | Time: 4103.24 ms
[2022-04-01 14:44:43 main:574] : INFO : Epoch 1757 | loss: 0.0311322 | val_loss: 0.0311561 | Time: 4080.98 ms
[2022-04-01 14:44:47 main:574] : INFO : Epoch 1758 | loss: 0.0311311 | val_loss: 0.0311566 | Time: 4125.88 ms
[2022-04-01 14:44:51 main:574] : INFO : Epoch 1759 | loss: 0.0311311 | val_loss: 0.031157 | Time: 4171.98 ms
[2022-04-01 14:44:55 main:574] : INFO : Epoch 1760 | loss: 0.0311304 | val_loss: 0.031156 | Time: 4039.99 ms
[2022-04-01 14:44:59 main:574] : INFO : Epoch 1761 | loss: 0.0311308 | val_loss: 0.031165 | Time: 4129.84 ms
[2022-04-01 14:45:03 main:574] : INFO : Epoch 1762 | loss: 0.0311303 | val_loss: 0.0311583 | Time: 4208.41 ms
[2022-04-01 14:45:07 main:574] : INFO : Epoch 1763 | loss: 0.0311303 | val_loss: 0.0311617 | Time: 4086.19 ms
[2022-04-01 14:45:12 main:574] : INFO : Epoch 1764 | loss: 0.0311339 | val_loss: 0.0311634 | Time: 4157.23 ms
[2022-04-01 14:45:16 main:574] : INFO : Epoch 1765 | loss: 0.0311309 | val_loss: 0.0311632 | Time: 4205.45 ms
[2022-04-01 14:45:20 main:574] : INFO : Epoch 1766 | loss: 0.0311293 | val_loss: 0.0311594 | Time: 4075.26 ms
[2022-04-01 14:45:24 main:574] : INFO : Epoch 1767 | loss: 0.031127 | val_loss: 0.0311575 | Time: 4157.49 ms
[2022-04-01 14:45:28 main:574] : INFO : Epoch 1768 | loss: 0.0311269 | val_loss: 0.0311599 | Time: 4017.12 ms
[2022-04-01 14:45:32 main:574] : INFO : Epoch 1769 | loss: 0.0311266 | val_loss: 0.031158 | Time: 4022.53 ms
[2022-04-01 14:45:36 main:574] : INFO : Epoch 1770 | loss: 0.031125 | val_loss: 0.0311592 | Time: 4093.7 ms
[2022-04-01 14:45:41 main:574] : INFO : Epoch 1771 | loss: 0.0311245 | val_loss: 0.0311598 | Time: 4418.54 ms
[2022-04-01 14:45:45 main:574] : INFO : Epoch 1772 | loss: 0.0311246 | val_loss: 0.0311622 | Time: 4151.09 ms
[2022-04-01 14:45:49 main:574] : INFO : Epoch 1773 | loss: 0.0311245 | val_loss: 0.0311551 | Time: 4357.08 ms
[2022-04-01 14:45:53 main:574] : INFO : Epoch 1774 | loss: 0.0311259 | val_loss: 0.0311639 | Time: 4086.05 ms
[2022-04-01 14:45:57 main:574] : INFO : Epoch 1775 | loss: 0.0311267 | val_loss: 0.0311633 | Time: 3857.74 ms
[2022-04-01 14:46:01 main:574] : INFO : Epoch 1776 | loss: 0.0311281 | val_loss: 0.0311575 | Time: 4134.94 ms
[2022-04-01 14:46:05 main:574] : INFO : Epoch 1777 | loss: 0.0311281 | val_loss: 0.0311579 | Time: 4093.24 ms
[2022-04-01 14:46:09 main:574] : INFO : Epoch 1778 | loss: 0.031132 | val_loss: 0.0311559 | Time: 4092.31 ms
[2022-04-01 14:46:13 main:574] : INFO : Epoch 1779 | loss: 0.0311326 | val_loss: 0.0311587 | Time: 4012.86 ms
[2022-04-01 14:46:17 main:574] : INFO : Epoch 1780 | loss: 0.0311339 | val_loss: 0.0311555 | Time: 3963.83 ms
[2022-04-01 14:46:21 main:574] : INFO : Epoch 1781 | loss: 0.0311288 | val_loss: 0.0311592 | Time: 4145.33 ms
[2022-04-01 14:46:26 main:574] : INFO : Epoch 1782 | loss: 0.0311294 | val_loss: 0.0311584 | Time: 4054.92 ms
[2022-04-01 14:46:30 main:574] : INFO : Epoch 1783 | loss: 0.0311278 | val_loss: 0.0311553 | Time: 4092.78 ms
[2022-04-01 14:46:34 main:574] : INFO : Epoch 1784 | loss: 0.0311235 | val_loss: 0.0311588 | Time: 4000.25 ms
[2022-04-01 14:46:38 main:574] : INFO : Epoch 1785 | loss: 0.0311228 | val_loss: 0.0311587 | Time: 3942.95 ms
[2022-04-01 14:46:42 main:574] : INFO : Epoch 1786 | loss: 0.0311231 | val_loss: 0.0311576 | Time: 3955.8 ms
[2022-04-01 14:46:46 main:574] : INFO : Epoch 1787 | loss: 0.0311228 | val_loss: 0.031159 | Time: 4058.61 ms
[2022-04-01 14:46:50 main:574] : INFO : Epoch 1788 | loss: 0.0311226 | val_loss: 0.0311539 | Time: 4163.12 ms
[2022-04-01 14:46:54 main:574] : INFO : Epoch 1789 | loss: 0.0311213 | val_loss: 0.0311599 | Time: 4260.69 ms
[2022-04-01 14:46:58 main:574] : INFO : Epoch 1790 | loss: 0.031122 | val_loss: 0.0311637 | Time: 4007.72 ms
[2022-04-01 14:47:02 main:574] : INFO : Epoch 1791 | loss: 0.031122 | val_loss: 0.0311624 | Time: 4024.2 ms
[2022-04-01 14:47:06 main:574] : INFO : Epoch 1792 | loss: 0.0311209 | val_loss: 0.0311556 | Time: 4129.99 ms
[2022-04-01 14:47:10 main:574] : INFO : Epoch 1793 | loss: 0.031119 | val_loss: 0.0311603 | Time: 4113.79 ms
[2022-04-01 14:47:14 main:574] : INFO : Epoch 1794 | loss: 0.0311199 | val_loss: 0.031152 | Time: 4072.62 ms
[2022-04-01 14:47:18 main:574] : INFO : Epoch 1795 | loss: 0.0311186 | val_loss: 0.0311575 | Time: 4045.54 ms
[2022-04-01 14:47:23 main:574] : INFO : Epoch 1796 | loss: 0.0311179 | val_loss: 0.031159 | Time: 4169.09 ms
[2022-04-01 14:47:27 main:574] : INFO : Epoch 1797 | loss: 0.0311145 | val_loss: 0.0311612 | Time: 4132.5 ms
[2022-04-01 14:47:31 main:574] : INFO : Epoch 1798 | loss: 0.0311166 | val_loss: 0.0311583 | Time: 4000.95 ms
[2022-04-01 14:47:35 main:574] : INFO : Epoch 1799 | loss: 0.0311186 | val_loss: 0.0311615 | Time: 4110 ms
[2022-04-01 14:47:39 main:574] : INFO : Epoch 1800 | loss: 0.0311202 | val_loss: 0.031156 | Time: 4134.96 ms
[2022-04-01 14:47:43 main:574] : INFO : Epoch 1801 | loss: 0.03112 | val_loss: 0.0311575 | Time: 4079.96 ms
[2022-04-01 14:47:47 main:574] : INFO : Epoch 1802 | loss: 0.0311192 | val_loss: 0.0311611 | Time: 4083.52 ms
[2022-04-01 14:47:51 main:574] : INFO : Epoch 1803 | loss: 0.0311186 | val_loss: 0.0311714 | Time: 3864.58 ms
[2022-04-01 14:47:55 main:574] : INFO : Epoch 1804 | loss: 0.0311241 | val_loss: 0.0311513 | Time: 4006.64 ms
[2022-04-01 14:47:59 main:574] : INFO : Epoch 1805 | loss: 0.0311262 | val_loss: 0.0311541 | Time: 4136 ms
[2022-04-01 14:48:03 main:574] : INFO : Epoch 1806 | loss: 0.0311219 | val_loss: 0.0311502 | Time: 4117.71 ms
[2022-04-01 14:48:08 main:574] : INFO : Epoch 1807 | loss: 0.0311202 | val_loss: 0.0311488 | Time: 4298.69 ms
[2022-04-01 14:48:12 main:574] : INFO : Epoch 1808 | loss: 0.0311194 | val_loss: 0.0311534 | Time: 4075.41 ms
[2022-04-01 14:48:16 main:574] : INFO : Epoch 1809 | loss: 0.0311176 | val_loss: 0.0311553 | Time: 4031.13 ms
[2022-04-01 14:48:20 main:574] : INFO : Epoch 1810 | loss: 0.0311178 | val_loss: 0.0311502 | Time: 3844.6 ms
[2022-04-01 14:48:24 main:574] : INFO : Epoch 1811 | loss: 0.0311212 | val_loss: 0.0311519 | Time: 4071.72 ms
[2022-04-01 14:48:28 main:574] : INFO : Epoch 1812 | loss: 0.0311207 | val_loss: 0.0311498 | Time: 4075.23 ms
[2022-04-01 14:48:32 main:574] : INFO : Epoch 1813 | loss: 0.0311215 | val_loss: 0.0311522 | Time: 4264.3 ms
[2022-04-01 14:48:36 main:574] : INFO : Epoch 1814 | loss: 0.0311262 | val_loss: 0.0311452 | Time: 3977.94 ms
[2022-04-01 14:48:40 main:574] : INFO : Epoch 1815 | loss: 0.0311242 | val_loss: 0.0311531 | Time: 4238.43 ms
[2022-04-01 14:48:44 main:574] : INFO : Epoch 1816 | loss: 0.0311206 | val_loss: 0.0311504 | Time: 3903.44 ms
[2022-04-01 14:48:48 main:574] : INFO : Epoch 1817 | loss: 0.0311185 | val_loss: 0.0311533 | Time: 4199.03 ms
[2022-04-01 14:48:52 main:574] : INFO : Epoch 1818 | loss: 0.031118 | val_loss: 0.0311524 | Time: 4010.21 ms
[2022-04-01 14:48:56 main:574] : INFO : Epoch 1819 | loss: 0.0311206 | val_loss: 0.0311502 | Time: 3881.32 ms
[2022-04-01 14:49:00 main:574] : INFO : Epoch 1820 | loss: 0.0311263 | val_loss: 0.031159 | Time: 3903.96 ms
[2022-04-01 14:49:04 main:574] : INFO : Epoch 1821 | loss: 0.0311228 | val_loss: 0.0311585 | Time: 4006.39 ms
[2022-04-01 14:49:08 main:574] : INFO : Epoch 1822 | loss: 0.0311259 | val_loss: 0.0311569 | Time: 4093.32 ms
[2022-04-01 14:49:12 main:574] : INFO : Epoch 1823 | loss: 0.0311279 | val_loss: 0.0311579 | Time: 4146.15 ms
[2022-04-01 14:49:17 main:574] : INFO : Epoch 1824 | loss: 0.0311286 | val_loss: 0.0311627 | Time: 4091.81 ms
[2022-04-01 14:49:20 main:574] : INFO : Epoch 1825 | loss: 0.0311251 | val_loss: 0.0311536 | Time: 3988.19 ms
[2022-04-01 14:49:25 main:574] : INFO : Epoch 1826 | loss: 0.0311241 | val_loss: 0.031145 | Time: 4488.11 ms
[2022-04-01 14:49:29 main:574] : INFO : Epoch 1827 | loss: 0.0311269 | val_loss: 0.03115 | Time: 4090.67 ms
[2022-04-01 14:49:33 main:574] : INFO : Epoch 1828 | loss: 0.0311229 | val_loss: 0.0311489 | Time: 4105.78 ms
[2022-04-01 14:49:37 main:574] : INFO : Epoch 1829 | loss: 0.0311254 | val_loss: 0.0311497 | Time: 4114.91 ms
[2022-04-01 14:49:41 main:574] : INFO : Epoch 1830 | loss: 0.0311266 | val_loss: 0.0311545 | Time: 3990.49 ms
[2022-04-01 14:49:45 main:574] : INFO : Epoch 1831 | loss: 0.0311238 | val_loss: 0.0311434 | Time: 4146.71 ms
[2022-04-01 14:49:49 main:574] : INFO : Epoch 1832 | loss: 0.0311216 | val_loss: 0.031145 | Time: 3983 ms
[2022-04-01 14:49:54 main:574] : INFO : Epoch 1833 | loss: 0.0311212 | val_loss: 0.031145 | Time: 4102.17 ms
[2022-04-01 14:49:58 main:574] : INFO : Epoch 1834 | loss: 0.0311212 | val_loss: 0.0311586 | Time: 4200.44 ms
[2022-04-01 14:50:02 main:574] : INFO : Epoch 1835 | loss: 0.0311223 | val_loss: 0.0311505 | Time: 4076.53 ms
[2022-04-01 14:50:06 main:574] : INFO : Epoch 1836 | loss: 0.0311265 | val_loss: 0.0311557 | Time: 4214.08 ms
[2022-04-01 14:50:10 main:574] : INFO : Epoch 1837 | loss: 0.0311257 | val_loss: 0.0311504 | Time: 4083.12 ms
[2022-04-01 14:50:14 main:574] : INFO : Epoch 1838 | loss: 0.0311212 | val_loss: 0.0311528 | Time: 4122.78 ms
[2022-04-01 14:50:19 main:574] : INFO : Epoch 1839 | loss: 0.0311205 | val_loss: 0.0311483 | Time: 4273.3 ms
[2022-04-01 14:50:23 main:574] : INFO : Epoch 1840 | loss: 0.0311203 | val_loss: 0.0311527 | Time: 4077.16 ms
[2022-04-01 14:50:27 main:574] : INFO : Epoch 1841 | loss: 0.0311192 | val_loss: 0.0311503 | Time: 4060.92 ms
[2022-04-01 14:50:31 main:574] : INFO : Epoch 1842 | loss: 0.0311161 | val_loss: 0.0311549 | Time: 4277.38 ms
[2022-04-01 14:50:35 main:574] : INFO : Epoch 1843 | loss: 0.0311151 | val_loss: 0.0311502 | Time: 4006.8 ms
[2022-04-01 14:50:39 main:574] : INFO : Epoch 1844 | loss: 0.0311163 | val_loss: 0.0311521 | Time: 4020.33 ms
[2022-04-01 14:50:43 main:574] : INFO : Epoch 1845 | loss: 0.0311218 | val_loss: 0.0311541 | Time: 4058.31 ms
[2022-04-01 14:50:47 main:574] : INFO : Epoch 1846 | loss: 0.0311236 | val_loss: 0.031149 | Time: 4066.21 ms
[2022-04-01 14:50:51 main:574] : INFO : Epoch 1847 | loss: 0.0311248 | val_loss: 0.031151 | Time: 4149.86 ms
[2022-04-01 14:50:55 main:574] : INFO : Epoch 1848 | loss: 0.0311222 | val_loss: 0.0311516 | Time: 3994.57 ms
[2022-04-01 14:50:59 main:574] : INFO : Epoch 1849 | loss: 0.0311188 | val_loss: 0.0311494 | Time: 4116.18 ms
[2022-04-01 14:51:03 main:574] : INFO : Epoch 1850 | loss: 0.0311158 | val_loss: 0.0311449 | Time: 3931.75 ms
[2022-04-01 14:51:07 main:574] : INFO : Epoch 1851 | loss: 0.0311149 | val_loss: 0.031154 | Time: 4077.22 ms
[2022-04-01 14:51:12 main:574] : INFO : Epoch 1852 | loss: 0.0311151 | val_loss: 0.0311497 | Time: 4144.85 ms
[2022-04-01 14:51:16 main:574] : INFO : Epoch 1853 | loss: 0.0311151 | val_loss: 0.0311492 | Time: 4261.49 ms
[2022-04-01 14:51:20 main:574] : INFO : Epoch 1854 | loss: 0.031114 | val_loss: 0.0311524 | Time: 4049.17 ms
[2022-04-01 14:51:24 main:574] : INFO : Epoch 1855 | loss: 0.031113 | val_loss: 0.0311483 | Time: 4100.18 ms
[2022-04-01 14:51:28 main:574] : INFO : Epoch 1856 | loss: 0.0311125 | val_loss: 0.0311533 | Time: 3997.42 ms
[2022-04-01 14:51:32 main:574] : INFO : Epoch 1857 | loss: 0.031112 | val_loss: 0.0311583 | Time: 3952.41 ms
[2022-04-01 14:51:36 main:574] : INFO : Epoch 1858 | loss: 0.031112 | val_loss: 0.0311472 | Time: 4021.45 ms
[2022-04-01 14:51:40 main:574] : INFO : Epoch 1859 | loss: 0.0311114 | val_loss: 0.0311503 | Time: 4164.24 ms
[2022-04-01 14:51:44 main:574] : INFO : Epoch 1860 | loss: 0.0311121 | val_loss: 0.0311571 | Time: 4086.35 ms
[2022-04-01 14:51:48 main:574] : INFO : Epoch 1861 | loss: 0.0311135 | val_loss: 0.0311524 | Time: 4098.51 ms
[2022-04-01 14:51:52 main:574] : INFO : Epoch 1862 | loss: 0.0311098 | val_loss: 0.0311518 | Time: 4054.71 ms
[2022-04-01 14:51:56 main:574] : INFO : Epoch 1863 | loss: 0.0311118 | val_loss: 0.0311606 | Time: 4096.27 ms
[2022-04-01 14:52:01 main:574] : INFO : Epoch 1864 | loss: 0.0311134 | val_loss: 0.0311561 | Time: 4034.89 ms
[2022-04-01 14:52:05 main:574] : INFO : Epoch 1865 | loss: 0.0311141 | val_loss: 0.0311595 | Time: 4114.47 ms
[2022-04-01 14:52:09 main:574] : INFO : Epoch 1866 | loss: 0.0311112 | val_loss: 0.0311539 | Time: 4195.01 ms
[2022-04-01 14:52:13 main:574] : INFO : Epoch 1867 | loss: 0.0311097 | val_loss: 0.0311515 | Time: 4023.16 ms
[2022-04-01 14:52:17 main:574] : INFO : Epoch 1868 | loss: 0.0311141 | val_loss: 0.0311492 | Time: 4059.33 ms
[2022-04-01 14:52:21 main:574] : INFO : Epoch 1869 | loss: 0.0311111 | val_loss: 0.0311525 | Time: 3896.89 ms
[2022-04-01 14:52:25 main:574] : INFO : Epoch 1870 | loss: 0.0311091 | val_loss: 0.0311584 | Time: 4116.23 ms
[2022-04-01 14:52:29 main:574] : INFO : Epoch 1871 | loss: 0.0311094 | val_loss: 0.0311493 | Time: 4190.08 ms
[2022-04-01 14:52:33 main:574] : INFO : Epoch 1872 | loss: 0.0311099 | val_loss: 0.0311577 | Time: 4061.76 ms
[2022-04-01 14:52:37 main:574] : INFO : Epoch 1873 | loss: 0.0311099 | val_loss: 0.031152 | Time: 4111.11 ms
[2022-04-01 14:52:41 main:574] : INFO : Epoch 1874 | loss: 0.03111 | val_loss: 0.0311495 | Time: 4065.73 ms
[2022-04-01 14:52:45 main:574] : INFO : Epoch 1875 | loss: 0.0311106 | val_loss: 0.0311552 | Time: 4034.46 ms
[2022-04-01 14:52:50 main:574] : INFO : Epoch 1876 | loss: 0.03111 | val_loss: 0.0311525 | Time: 4130.29 ms
[2022-04-01 14:52:54 main:574] : INFO : Epoch 1877 | loss: 0.0311073 | val_loss: 0.0311562 | Time: 4165.26 ms
[2022-04-01 14:52:58 main:574] : INFO : Epoch 1878 | loss: 0.031111 | val_loss: 0.0311577 | Time: 4070.49 ms
[2022-04-01 14:53:02 main:574] : INFO : Epoch 1879 | loss: 0.0311088 | val_loss: 0.0311528 | Time: 4252 ms
[2022-04-01 14:53:06 main:574] : INFO : Epoch 1880 | loss: 0.0311097 | val_loss: 0.0311542 | Time: 4201.93 ms
[2022-04-01 14:53:10 main:574] : INFO : Epoch 1881 | loss: 0.0311102 | val_loss: 0.0311582 | Time: 4047.07 ms
[2022-04-01 14:53:15 main:574] : INFO : Epoch 1882 | loss: 0.0311117 | val_loss: 0.0311576 | Time: 4191.1 ms
[2022-04-01 14:53:18 main:574] : INFO : Epoch 1883 | loss: 0.0311209 | val_loss: 0.031149 | Time: 3978.57 ms
[2022-04-01 14:53:23 main:574] : INFO : Epoch 1884 | loss: 0.0311236 | val_loss: 0.0311538 | Time: 4059.45 ms
[2022-04-01 14:53:27 main:574] : INFO : Epoch 1885 | loss: 0.0311171 | val_loss: 0.0311514 | Time: 4093.24 ms
[2022-04-01 14:53:31 main:574] : INFO : Epoch 1886 | loss: 0.0311137 | val_loss: 0.0311536 | Time: 3943.27 ms
[2022-04-01 14:53:35 main:574] : INFO : Epoch 1887 | loss: 0.031111 | val_loss: 0.0311468 | Time: 4102.11 ms
[2022-04-01 14:53:39 main:574] : INFO : Epoch 1888 | loss: 0.0311127 | val_loss: 0.0311545 | Time: 4121.87 ms
[2022-04-01 14:53:43 main:574] : INFO : Epoch 1889 | loss: 0.0311103 | val_loss: 0.0311546 | Time: 4130.29 ms
[2022-04-01 14:53:47 main:574] : INFO : Epoch 1890 | loss: 0.0311077 | val_loss: 0.0311515 | Time: 4093.42 ms
[2022-04-01 14:53:51 main:574] : INFO : Epoch 1891 | loss: 0.0311068 | val_loss: 0.0311566 | Time: 3852.11 ms
[2022-04-01 14:53:55 main:574] : INFO : Epoch 1892 | loss: 0.0311086 | val_loss: 0.0311562 | Time: 3956.99 ms
[2022-04-01 14:53:59 main:574] : INFO : Epoch 1893 | loss: 0.0311084 | val_loss: 0.0311525 | Time: 4092.08 ms
[2022-04-01 14:54:03 main:574] : INFO : Epoch 1894 | loss: 0.0311101 | val_loss: 0.0311503 | Time: 4128.08 ms
[2022-04-01 14:54:07 main:574] : INFO : Epoch 1895 | loss: 0.0311075 | val_loss: 0.0311591 | Time: 4188.61 ms
[2022-04-01 14:54:11 main:574] : INFO : Epoch 1896 | loss: 0.0311086 | val_loss: 0.0311603 | Time: 3952.74 ms
[2022-04-01 14:54:15 main:574] : INFO : Epoch 1897 | loss: 0.0311097 | val_loss: 0.0311526 | Time: 4031.38 ms
[2022-04-01 14:54:19 main:574] : INFO : Epoch 1898 | loss: 0.0311098 | val_loss: 0.0311494 | Time: 4028.44 ms
[2022-04-01 14:54:24 main:574] : INFO : Epoch 1899 | loss: 0.0311095 | val_loss: 0.0311686 | Time: 4204.82 ms
[2022-04-01 14:54:28 main:574] : INFO : Epoch 1900 | loss: 0.0311095 | val_loss: 0.031151 | Time: 4098.59 ms
[2022-04-01 14:54:32 main:574] : INFO : Epoch 1901 | loss: 0.0311058 | val_loss: 0.0311518 | Time: 4157.72 ms
[2022-04-01 14:54:36 main:574] : INFO : Epoch 1902 | loss: 0.031107 | val_loss: 0.0311504 | Time: 4096.02 ms
[2022-04-01 14:54:40 main:574] : INFO : Epoch 1903 | loss: 0.0311108 | val_loss: 0.0311525 | Time: 3998.74 ms
[2022-04-01 14:54:44 main:574] : INFO : Epoch 1904 | loss: 0.0311082 | val_loss: 0.0311577 | Time: 4027.36 ms
[2022-04-01 14:54:48 main:574] : INFO : Epoch 1905 | loss: 0.031108 | val_loss: 0.0311539 | Time: 4051.56 ms
[2022-04-01 14:54:52 main:574] : INFO : Epoch 1906 | loss: 0.0311042 | val_loss: 0.031158 | Time: 4172.03 ms
[2022-04-01 14:54:56 main:574] : INFO : Epoch 1907 | loss: 0.0311053 | val_loss: 0.0311512 | Time: 4084.63 ms
[2022-04-01 14:55:00 main:574] : INFO : Epoch 1908 | loss: 0.0311076 | val_loss: 0.031152 | Time: 4097.52 ms
[2022-04-01 14:55:04 main:574] : INFO : Epoch 1909 | loss: 0.0311102 | val_loss: 0.0311505 | Time: 3966.21 ms
[2022-04-01 14:55:09 main:574] : INFO : Epoch 1910 | loss: 0.0311121 | val_loss: 0.0311594 | Time: 4257.03 ms
[2022-04-01 14:55:13 main:574] : INFO : Epoch 1911 | loss: 0.0311109 | val_loss: 0.0311524 | Time: 4238.68 ms
[2022-04-01 14:55:17 main:574] : INFO : Epoch 1912 | loss: 0.0311105 | val_loss: 0.0311588 | Time: 4164.43 ms
[2022-04-01 14:55:21 main:574] : INFO : Epoch 1913 | loss: 0.0311183 | val_loss: 0.0311589 | Time: 4078.8 ms
[2022-04-01 14:55:25 main:574] : INFO : Epoch 1914 | loss: 0.0311176 | val_loss: 0.0311551 | Time: 4079.09 ms
[2022-04-01 14:55:29 main:574] : INFO : Epoch 1915 | loss: 0.0311203 | val_loss: 0.03116 | Time: 3964.31 ms
[2022-04-01 14:55:33 main:574] : INFO : Epoch 1916 | loss: 0.0311145 | val_loss: 0.0311608 | Time: 4121.99 ms
[2022-04-01 14:55:37 main:574] : INFO : Epoch 1917 | loss: 0.0311109 | val_loss: 0.0311522 | Time: 4131.54 ms
[2022-04-01 14:55:41 main:574] : INFO : Epoch 1918 | loss: 0.031112 | val_loss: 0.0311532 | Time: 3999.8 ms
[2022-04-01 14:55:45 main:574] : INFO : Epoch 1919 | loss: 0.0311137 | val_loss: 0.0311519 | Time: 4089.41 ms
[2022-04-01 14:55:49 main:574] : INFO : Epoch 1920 | loss: 0.0311217 | val_loss: 0.0311553 | Time: 3919.21 ms
[2022-04-01 14:55:53 main:574] : INFO : Epoch 1921 | loss: 0.0311203 | val_loss: 0.0311499 | Time: 3978.85 ms
[2022-04-01 14:55:57 main:574] : INFO : Epoch 1922 | loss: 0.0311245 | val_loss: 0.031156 | Time: 4014.84 ms
[2022-04-01 14:56:02 main:574] : INFO : Epoch 1923 | loss: 0.0311226 | val_loss: 0.0311581 | Time: 4095.14 ms
[2022-04-01 14:56:06 main:574] : INFO : Epoch 1924 | loss: 0.0311225 | val_loss: 0.031155 | Time: 4177.31 ms
[2022-04-01 14:56:10 main:574] : INFO : Epoch 1925 | loss: 0.0311185 | val_loss: 0.0311592 | Time: 3961.08 ms
[2022-04-01 14:56:14 main:574] : INFO : Epoch 1926 | loss: 0.0311167 | val_loss: 0.031159 | Time: 4037.2 ms
[2022-04-01 14:56:18 main:574] : INFO : Epoch 1927 | loss: 0.0311164 | val_loss: 0.0311643 | Time: 4021.06 ms
[2022-04-01 14:56:22 main:574] : INFO : Epoch 1928 | loss: 0.0311163 | val_loss: 0.031157 | Time: 3959.41 ms
[2022-04-01 14:56:26 main:574] : INFO : Epoch 1929 | loss: 0.0311255 | val_loss: 0.0311579 | Time: 4167.5 ms
[2022-04-01 14:56:30 main:574] : INFO : Epoch 1930 | loss: 0.0311371 | val_loss: 0.0311535 | Time: 4120.32 ms
[2022-04-01 14:56:34 main:574] : INFO : Epoch 1931 | loss: 0.0311341 | val_loss: 0.0311525 | Time: 4239.82 ms
[2022-04-01 14:56:38 main:574] : INFO : Epoch 1932 | loss: 0.03113 | val_loss: 0.0311505 | Time: 4085.16 ms
[2022-04-01 14:56:42 main:574] : INFO : Epoch 1933 | loss: 0.031128 | val_loss: 0.0311508 | Time: 4070.58 ms
[2022-04-01 14:56:46 main:574] : INFO : Epoch 1934 | loss: 0.0311243 | val_loss: 0.0311518 | Time: 3919.97 ms
[2022-04-01 14:56:50 main:574] : INFO : Epoch 1935 | loss: 0.0311263 | val_loss: 0.0311487 | Time: 4079.59 ms
[2022-04-01 14:56:55 main:574] : INFO : Epoch 1936 | loss: 0.031125 | val_loss: 0.0311533 | Time: 4262.08 ms
[2022-04-01 14:56:59 main:574] : INFO : Epoch 1937 | loss: 0.0311221 | val_loss: 0.031151 | Time: 4100.47 ms
[2022-04-01 14:57:03 main:574] : INFO : Epoch 1938 | loss: 0.0311223 | val_loss: 0.03115 | Time: 4142.12 ms
[2022-04-01 14:57:07 main:574] : INFO : Epoch 1939 | loss: 0.0311218 | val_loss: 0.0311516 | Time: 4072.22 ms
[2022-04-01 14:57:11 main:574] : INFO : Epoch 1940 | loss: 0.0311198 | val_loss: 0.0311532 | Time: 4029.37 ms
[2022-04-01 14:57:15 main:574] : INFO : Epoch 1941 | loss: 0.0311181 | val_loss: 0.0311503 | Time: 4097.8 ms
[2022-04-01 14:57:19 main:574] : INFO : Epoch 1942 | loss: 0.031117 | val_loss: 0.0311568 | Time: 4148.07 ms
[2022-04-01 14:57:23 main:574] : INFO : Epoch 1943 | loss: 0.0311151 | val_loss: 0.0311534 | Time: 4038.86 ms
[2022-04-01 14:57:27 main:574] : INFO : Epoch 1944 | loss: 0.0311162 | val_loss: 0.0311542 | Time: 3989.11 ms
[2022-04-01 14:57:31 main:574] : INFO : Epoch 1945 | loss: 0.0311162 | val_loss: 0.0311587 | Time: 4152.08 ms
[2022-04-01 14:57:36 main:574] : INFO : Epoch 1946 | loss: 0.0311142 | val_loss: 0.0311545 | Time: 4218.63 ms
[2022-04-01 14:57:40 main:574] : INFO : Epoch 1947 | loss: 0.0311129 | val_loss: 0.0311614 | Time: 4122.57 ms
[2022-04-01 14:57:44 main:574] : INFO : Epoch 1948 | loss: 0.0311153 | val_loss: 0.0311529 | Time: 4136.83 ms
[2022-04-01 14:57:48 main:574] : INFO : Epoch 1949 | loss: 0.0311139 | val_loss: 0.0311575 | Time: 4085.3 ms
[2022-04-01 14:57:52 main:574] : INFO : Epoch 1950 | loss: 0.0311123 | val_loss: 0.0311575 | Time: 3965.37 ms
[2022-04-01 14:57:56 main:574] : INFO : Epoch 1951 | loss: 0.0311113 | val_loss: 0.0311582 | Time: 4222.77 ms
[2022-04-01 14:58:00 main:574] : INFO : Epoch 1952 | loss: 0.0311143 | val_loss: 0.0311576 | Time: 3993.49 ms
[2022-04-01 14:58:04 main:574] : INFO : Epoch 1953 | loss: 0.0311118 | val_loss: 0.0311586 | Time: 4096.36 ms
[2022-04-01 14:58:08 main:574] : INFO : Epoch 1954 | loss: 0.0311106 | val_loss: 0.0311642 | Time: 4056.24 ms
[2022-04-01 14:58:12 main:574] : INFO : Epoch 1955 | loss: 0.0311101 | val_loss: 0.0311583 | Time: 4062.94 ms
[2022-04-01 14:58:17 main:574] : INFO : Epoch 1956 | loss: 0.0311104 | val_loss: 0.0311542 | Time: 4131.62 ms
[2022-04-01 14:58:21 main:574] : INFO : Epoch 1957 | loss: 0.0311115 | val_loss: 0.0311575 | Time: 4066.85 ms
[2022-04-01 14:58:25 main:574] : INFO : Epoch 1958 | loss: 0.0311122 | val_loss: 0.0311564 | Time: 4004.77 ms
[2022-04-01 14:58:29 main:574] : INFO : Epoch 1959 | loss: 0.0311105 | val_loss: 0.0311564 | Time: 4254.15 ms
[2022-04-01 14:58:33 main:574] : INFO : Epoch 1960 | loss: 0.0311115 | val_loss: 0.0311529 | Time: 4149.53 ms
[2022-04-01 14:58:37 main:574] : INFO : Epoch 1961 | loss: 0.0311155 | val_loss: 0.0311622 | Time: 3957.07 ms
[2022-04-01 14:58:41 main:574] : INFO : Epoch 1962 | loss: 0.0311138 | val_loss: 0.0311528 | Time: 4056.33 ms
[2022-04-01 14:58:45 main:574] : INFO : Epoch 1963 | loss: 0.0311132 | val_loss: 0.0311532 | Time: 4005.24 ms
[2022-04-01 14:58:49 main:574] : INFO : Epoch 1964 | loss: 0.0311123 | val_loss: 0.0311524 | Time: 4165 ms
[2022-04-01 14:58:53 main:574] : INFO : Epoch 1965 | loss: 0.0311103 | val_loss: 0.0311567 | Time: 4061.86 ms
[2022-04-01 14:58:57 main:574] : INFO : Epoch 1966 | loss: 0.0311092 | val_loss: 0.0311578 | Time: 4057.06 ms
[2022-04-01 14:59:01 main:574] : INFO : Epoch 1967 | loss: 0.0311088 | val_loss: 0.0311582 | Time: 4022.6 ms
[2022-04-01 14:59:05 main:574] : INFO : Epoch 1968 | loss: 0.0311107 | val_loss: 0.0311552 | Time: 3818.69 ms
[2022-04-01 14:59:09 main:574] : INFO : Epoch 1969 | loss: 0.031111 | val_loss: 0.0311581 | Time: 4013.32 ms
[2022-04-01 14:59:13 main:574] : INFO : Epoch 1970 | loss: 0.031107 | val_loss: 0.0311501 | Time: 3986.64 ms
[2022-04-01 14:59:17 main:574] : INFO : Epoch 1971 | loss: 0.0311065 | val_loss: 0.0311535 | Time: 4074.77 ms
[2022-04-01 14:59:22 main:574] : INFO : Epoch 1972 | loss: 0.0311096 | val_loss: 0.031154 | Time: 4236.97 ms
[2022-04-01 14:59:26 main:574] : INFO : Epoch 1973 | loss: 0.0311063 | val_loss: 0.0311547 | Time: 4044.66 ms
[2022-04-01 14:59:30 main:574] : INFO : Epoch 1974 | loss: 0.0311061 | val_loss: 0.0311575 | Time: 3955.74 ms
[2022-04-01 14:59:34 main:574] : INFO : Epoch 1975 | loss: 0.0311055 | val_loss: 0.0311538 | Time: 3965.12 ms
[2022-04-01 14:59:38 main:574] : INFO : Epoch 1976 | loss: 0.0311048 | val_loss: 0.0311571 | Time: 4198.91 ms
[2022-04-01 14:59:42 main:574] : INFO : Epoch 1977 | loss: 0.0311115 | val_loss: 0.0311557 | Time: 4173.26 ms
[2022-04-01 14:59:46 main:574] : INFO : Epoch 1978 | loss: 0.0311077 | val_loss: 0.0311569 | Time: 4061.46 ms
[2022-04-01 14:59:50 main:574] : INFO : Epoch 1979 | loss: 0.0311055 | val_loss: 0.0311614 | Time: 4087.36 ms
[2022-04-01 14:59:54 main:574] : INFO : Epoch 1980 | loss: 0.0311044 | val_loss: 0.0311577 | Time: 4109.02 ms
[2022-04-01 14:59:58 main:574] : INFO : Epoch 1981 | loss: 0.0311071 | val_loss: 0.0311551 | Time: 4107.08 ms
[2022-04-01 15:00:02 main:574] : INFO : Epoch 1982 | loss: 0.0311091 | val_loss: 0.0311666 | Time: 4121.14 ms
[2022-04-01 15:00:07 main:574] : INFO : Epoch 1983 | loss: 0.031106 | val_loss: 0.031161 | Time: 4088.82 ms
[2022-04-01 15:00:11 main:574] : INFO : Epoch 1984 | loss: 0.0311108 | val_loss: 0.0311597 | Time: 4084.78 ms
[2022-04-01 15:00:15 main:574] : INFO : Epoch 1985 | loss: 0.0311066 | val_loss: 0.0311513 | Time: 4099.32 ms
[2022-04-01 15:00:19 main:574] : INFO : Epoch 1986 | loss: 0.0311088 | val_loss: 0.0311627 | Time: 3937.05 ms
[2022-04-01 15:00:23 main:574] : INFO : Epoch 1987 | loss: 0.0311065 | val_loss: 0.0311629 | Time: 4164.33 ms
[2022-04-01 15:00:27 main:574] : INFO : Epoch 1988 | loss: 0.0311071 | val_loss: 0.0311591 | Time: 4077.74 ms
[2022-04-01 15:00:31 main:574] : INFO : Epoch 1989 | loss: 0.0311043 | val_loss: 0.0311585 | Time: 4065.5 ms
[2022-04-01 15:00:35 main:574] : INFO : Epoch 1990 | loss: 0.0311046 | val_loss: 0.0311594 | Time: 4122.85 ms
[2022-04-01 15:00:39 main:574] : INFO : Epoch 1991 | loss: 0.0311064 | val_loss: 0.0311635 | Time: 4040.01 ms
[2022-04-01 15:00:43 main:574] : INFO : Epoch 1992 | loss: 0.0311031 | val_loss: 0.0311597 | Time: 3866.64 ms
[2022-04-01 15:00:47 main:574] : INFO : Epoch 1993 | loss: 0.0311017 | val_loss: 0.0311569 | Time: 3889.65 ms
[2022-04-01 15:00:51 main:574] : INFO : Epoch 1994 | loss: 0.0311018 | val_loss: 0.0311637 | Time: 4134.16 ms
[2022-04-01 15:00:55 main:574] : INFO : Epoch 1995 | loss: 0.0311008 | val_loss: 0.0311579 | Time: 4128.71 ms
[2022-04-01 15:00:59 main:574] : INFO : Epoch 1996 | loss: 0.0311021 | val_loss: 0.0311555 | Time: 4125.86 ms
[2022-04-01 15:01:03 main:574] : INFO : Epoch 1997 | loss: 0.0311049 | val_loss: 0.031156 | Time: 4078.13 ms
[2022-04-01 15:01:07 main:574] : INFO : Epoch 1998 | loss: 0.0311058 | val_loss: 0.031154 | Time: 4035.07 ms
[2022-04-01 15:01:11 main:574] : INFO : Epoch 1999 | loss: 0.0311086 | val_loss: 0.0311578 | Time: 3817.91 ms
[2022-04-01 15:01:15 main:574] : INFO : Epoch 2000 | loss: 0.0311146 | val_loss: 0.031146 | Time: 4071.3 ms
[2022-04-01 15:01:19 main:574] : INFO : Epoch 2001 | loss: 0.0311151 | val_loss: 0.0311526 | Time: 4027.84 ms
[2022-04-01 15:01:23 main:574] : INFO : Epoch 2002 | loss: 0.0311155 | val_loss: 0.031155 | Time: 4134.64 ms
[2022-04-01 15:01:28 main:574] : INFO : Epoch 2003 | loss: 0.0311244 | val_loss: 0.0311452 | Time: 4108.45 ms
[2022-04-01 15:01:32 main:574] : INFO : Epoch 2004 | loss: 0.031119 | val_loss: 0.0311491 | Time: 4191.63 ms
[2022-04-01 15:01:36 main:574] : INFO : Epoch 2005 | loss: 0.0311173 | val_loss: 0.0311508 | Time: 4127.95 ms
[2022-04-01 15:01:40 main:574] : INFO : Epoch 2006 | loss: 0.0311223 | val_loss: 0.031155 | Time: 4130.96 ms
[2022-04-01 15:01:44 main:574] : INFO : Epoch 2007 | loss: 0.0311198 | val_loss: 0.0311578 | Time: 3996.26 ms
[2022-04-01 15:01:48 main:574] : INFO : Epoch 2008 | loss: 0.0311149 | val_loss: 0.0311504 | Time: 3971.18 ms
[2022-04-01 15:01:52 main:574] : INFO : Epoch 2009 | loss: 0.0311149 | val_loss: 0.0311547 | Time: 3975.44 ms
[2022-04-01 15:01:56 main:574] : INFO : Epoch 2010 | loss: 0.0311115 | val_loss: 0.0311575 | Time: 4001.37 ms
[2022-04-01 15:02:00 main:574] : INFO : Epoch 2011 | loss: 0.0311152 | val_loss: 0.0311618 | Time: 4239.14 ms
[2022-04-01 15:02:04 main:574] : INFO : Epoch 2012 | loss: 0.0311157 | val_loss: 0.0311561 | Time: 4126.85 ms
[2022-04-01 15:02:09 main:574] : INFO : Epoch 2013 | loss: 0.0311147 | val_loss: 0.0311504 | Time: 4181.82 ms
[2022-04-01 15:02:13 main:574] : INFO : Epoch 2014 | loss: 0.0311124 | val_loss: 0.0311527 | Time: 3939.38 ms
[2022-04-01 15:02:17 main:574] : INFO : Epoch 2015 | loss: 0.0311131 | val_loss: 0.0311592 | Time: 4094.45 ms
[2022-04-01 15:02:21 main:574] : INFO : Epoch 2016 | loss: 0.0311134 | val_loss: 0.0311563 | Time: 4218.67 ms
[2022-04-01 15:02:25 main:574] : INFO : Epoch 2017 | loss: 0.0311145 | val_loss: 0.0311544 | Time: 3993.8 ms
[2022-04-01 15:02:29 main:574] : INFO : Epoch 2018 | loss: 0.0311134 | val_loss: 0.031158 | Time: 4086.19 ms
[2022-04-01 15:02:33 main:574] : INFO : Epoch 2019 | loss: 0.0311092 | val_loss: 0.031153 | Time: 4155.07 ms
[2022-04-01 15:02:37 main:574] : INFO : Epoch 2020 | loss: 0.0311071 | val_loss: 0.0311519 | Time: 3852.14 ms
[2022-04-01 15:02:41 main:574] : INFO : Epoch 2021 | loss: 0.0311067 | val_loss: 0.031151 | Time: 4019.47 ms
[2022-04-01 15:02:45 main:574] : INFO : Epoch 2022 | loss: 0.0311033 | val_loss: 0.0311581 | Time: 4091.46 ms
[2022-04-01 15:02:49 main:574] : INFO : Epoch 2023 | loss: 0.0311025 | val_loss: 0.0311585 | Time: 4082.58 ms
[2022-04-01 15:02:53 main:574] : INFO : Epoch 2024 | loss: 0.0311057 | val_loss: 0.0311575 | Time: 4038.46 ms
[2022-04-01 15:02:57 main:574] : INFO : Epoch 2025 | loss: 0.031106 | val_loss: 0.0311565 | Time: 4186.39 ms
[2022-04-01 15:03:01 main:574] : INFO : Epoch 2026 | loss: 0.0311036 | val_loss: 0.0311538 | Time: 3990.31 ms
[2022-04-01 15:03:05 main:574] : INFO : Epoch 2027 | loss: 0.0311084 | val_loss: 0.0311487 | Time: 4028.8 ms
[2022-04-01 15:03:10 main:574] : INFO : Epoch 2028 | loss: 0.0311092 | val_loss: 0.0311496 | Time: 4091.5 ms
[2022-04-01 15:03:14 main:574] : INFO : Epoch 2029 | loss: 0.0311108 | val_loss: 0.0311536 | Time: 4011.9 ms
[2022-04-01 15:03:17 main:574] : INFO : Epoch 2030 | loss: 0.0311081 | val_loss: 0.0311564 | Time: 3968.62 ms
[2022-04-01 15:03:22 main:574] : INFO : Epoch 2031 | loss: 0.0311092 | val_loss: 0.0311532 | Time: 4100.77 ms
[2022-04-01 15:03:26 main:574] : INFO : Epoch 2032 | loss: 0.0311083 | val_loss: 0.0311575 | Time: 4013.49 ms
[2022-04-01 15:03:30 main:574] : INFO : Epoch 2033 | loss: 0.0311081 | val_loss: 0.0311595 | Time: 3941.69 ms
[2022-04-01 15:03:34 main:574] : INFO : Epoch 2034 | loss: 0.0311039 | val_loss: 0.031162 | Time: 4120.08 ms
[2022-04-01 15:03:38 main:574] : INFO : Epoch 2035 | loss: 0.0311031 | val_loss: 0.0311544 | Time: 4119.4 ms
[2022-04-01 15:03:42 main:574] : INFO : Epoch 2036 | loss: 0.0311034 | val_loss: 0.0311592 | Time: 4179.59 ms
[2022-04-01 15:03:46 main:574] : INFO : Epoch 2037 | loss: 0.0311039 | val_loss: 0.0311572 | Time: 4207.42 ms
[2022-04-01 15:03:50 main:574] : INFO : Epoch 2038 | loss: 0.0311057 | val_loss: 0.0311547 | Time: 4213.27 ms
[2022-04-01 15:03:54 main:574] : INFO : Epoch 2039 | loss: 0.0311032 | val_loss: 0.0311575 | Time: 4028.4 ms
[2022-04-01 15:03:58 main:574] : INFO : Epoch 2040 | loss: 0.0311026 | val_loss: 0.0311564 | Time: 4045.58 ms
[2022-04-01 15:04:03 main:574] : INFO : Epoch 2041 | loss: 0.0311053 | val_loss: 0.0311563 | Time: 4058.22 ms
[2022-04-01 15:04:07 main:574] : INFO : Epoch 2042 | loss: 0.031114 | val_loss: 0.0311602 | Time: 4017.23 ms
[2022-04-01 15:04:11 main:574] : INFO : Epoch 2043 | loss: 0.0311138 | val_loss: 0.0311555 | Time: 4154.37 ms
[2022-04-01 15:04:15 main:574] : INFO : Epoch 2044 | loss: 0.0311117 | val_loss: 0.0311537 | Time: 4215.42 ms
[2022-04-01 15:04:19 main:574] : INFO : Epoch 2045 | loss: 0.0311088 | val_loss: 0.0311523 | Time: 4154.29 ms
[2022-04-01 15:04:23 main:574] : INFO : Epoch 2046 | loss: 0.0311138 | val_loss: 0.0311558 | Time: 4095.05 ms
[2022-04-01 15:04:27 main:574] : INFO : Epoch 2047 | loss: 0.0311122 | val_loss: 0.0311511 | Time: 4105.37 ms
[2022-04-01 15:04:32 main:574] : INFO : Epoch 2048 | loss: 0.0311105 | val_loss: 0.0311517 | Time: 4211.03 ms
[2022-04-01 15:04:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311517
[2022-04-01 15:04:32 main:603] : INFO : Saving end state to config to file
[2022-04-01 15:04:32 main:608] : INFO : Success, exiting..
15:04:32 (22872): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)