Task 14553320
| Name | ParityModified-1647044718-31911-3-0_0 |
| Workunit | 11576636 |
| Created | 9 Apr 2022, 14:01:01 UTC |
| Sent | 10 Apr 2022, 22:43:31 UTC |
| Report deadline | 18 Apr 2022, 22:43:31 UTC |
| Received | 11 Apr 2022, 3:28:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19907 |
| Run time | 2 hours 20 min 38 sec |
| CPU time | 2 hours 18 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4093.13 ms [2022-04-10 21:53:41 main:574] : INFO : Epoch 1542 | loss: 0.03115 | val_loss: 0.0311725 | Time: 4039.77 ms [2022-04-10 21:53:45 main:574] : INFO : Epoch 1543 | loss: 0.0311527 | val_loss: 0.0311744 | Time: 4103.06 ms [2022-04-10 21:53:49 main:574] : INFO : Epoch 1544 | loss: 0.0311526 | val_loss: 0.0311709 | Time: 4095.7 ms [2022-04-10 21:53:53 main:574] : INFO : Epoch 1545 | loss: 0.031149 | val_loss: 0.0311709 | Time: 4098.49 ms [2022-04-10 21:53:57 main:574] : INFO : Epoch 1546 | loss: 0.0311519 | val_loss: 0.0311724 | Time: 4050.19 ms [2022-04-10 21:54:01 main:574] : INFO : Epoch 1547 | loss: 0.0311494 | val_loss: 0.03117 | Time: 4110.89 ms [2022-04-10 21:54:05 main:574] : INFO : Epoch 1548 | loss: 0.0311492 | val_loss: 0.0311716 | Time: 4084 ms [2022-04-10 21:54:09 main:574] : INFO : Epoch 1549 | loss: 0.0311489 | val_loss: 0.0311722 | Time: 4059.22 ms [2022-04-10 21:54:14 main:574] : INFO : Epoch 1550 | loss: 0.0311481 | val_loss: 0.0311722 | Time: 4113.42 ms [2022-04-10 21:54:18 main:574] : INFO : Epoch 1551 | loss: 0.0311504 | val_loss: 0.0311713 | Time: 4108.6 ms [2022-04-10 21:54:22 main:574] : INFO : Epoch 1552 | loss: 0.0311511 | val_loss: 0.0311718 | Time: 4209.61 ms [2022-04-10 21:54:26 main:574] : INFO : Epoch 1553 | loss: 0.03115 | val_loss: 0.0311695 | Time: 4102.47 ms [2022-04-10 21:54:30 main:574] : INFO : Epoch 1554 | loss: 0.0311481 | val_loss: 0.031171 | Time: 4143.02 ms [2022-04-10 21:54:34 main:574] : INFO : Epoch 1555 | loss: 0.0311489 | val_loss: 0.0311735 | Time: 4157.93 ms [2022-04-10 21:54:38 main:574] : INFO : Epoch 1556 | loss: 0.0311517 | val_loss: 0.0311714 | Time: 4100.93 ms [2022-04-10 21:54:43 main:574] : INFO : Epoch 1557 | loss: 0.0311511 | val_loss: 0.0311719 | Time: 4037.94 ms [2022-04-10 21:54:47 main:574] : INFO : Epoch 1558 | loss: 0.0311519 | val_loss: 0.0311744 | Time: 4100.44 ms [2022-04-10 21:54:51 main:574] : INFO : Epoch 1559 | loss: 0.0311526 | val_loss: 0.03117 | Time: 4115.54 ms [2022-04-10 21:54:55 main:574] : INFO : Epoch 1560 | loss: 0.0311519 | val_loss: 0.0311685 | Time: 4072.71 ms [2022-04-10 21:54:59 main:574] : INFO : Epoch 1561 | loss: 0.0311519 | val_loss: 0.0311724 | Time: 4068.18 ms [2022-04-10 21:55:03 main:574] : INFO : Epoch 1562 | loss: 0.031152 | val_loss: 0.0311726 | Time: 4166.21 ms [2022-04-10 21:55:07 main:574] : INFO : Epoch 1563 | loss: 0.0311507 | val_loss: 0.0311692 | Time: 4190.11 ms [2022-04-10 21:55:11 main:574] : INFO : Epoch 1564 | loss: 0.0311506 | val_loss: 0.0311698 | Time: 4172.47 ms [2022-04-10 21:55:15 main:574] : INFO : Epoch 1565 | loss: 0.0311503 | val_loss: 0.0311684 | Time: 4049.51 ms [2022-04-10 21:55:20 main:574] : INFO : Epoch 1566 | loss: 0.0311493 | val_loss: 0.0311689 | Time: 4062.06 ms [2022-04-10 21:55:24 main:574] : INFO : Epoch 1567 | loss: 0.0311494 | val_loss: 0.0311694 | Time: 4087.29 ms [2022-04-10 21:55:28 main:574] : INFO : Epoch 1568 | loss: 0.0311495 | val_loss: 0.0311731 | Time: 4068.61 ms [2022-04-10 21:55:32 main:574] : INFO : Epoch 1569 | loss: 0.0311514 | val_loss: 0.0311732 | Time: 4137.75 ms [2022-04-10 21:55:36 main:574] : INFO : Epoch 1570 | loss: 0.0311498 | val_loss: 0.0311681 | Time: 4114.85 ms [2022-04-10 21:55:40 main:574] : INFO : Epoch 1571 | loss: 0.0311493 | val_loss: 0.0311697 | Time: 4135.32 ms [2022-04-10 21:55:44 main:574] : INFO : Epoch 1572 | loss: 0.0311509 | val_loss: 0.0311717 | Time: 4184.1 ms [2022-04-10 21:55:48 main:574] : INFO : Epoch 1573 | loss: 0.0311509 | val_loss: 0.0311747 | Time: 4091.82 ms [2022-04-10 21:55:52 main:574] : INFO : Epoch 1574 | loss: 0.0311491 | val_loss: 0.0311695 | Time: 4052.92 ms [2022-04-10 21:55:57 main:574] : INFO : Epoch 1575 | loss: 0.03115 | val_loss: 0.0311715 | Time: 4075.56 ms [2022-04-10 21:56:01 main:574] : INFO : Epoch 1576 | loss: 0.031149 | val_loss: 0.0311716 | Time: 4115.18 ms [2022-04-10 21:56:05 main:574] : INFO : Epoch 1577 | loss: 0.0311488 | val_loss: 0.0311698 | Time: 4088.17 ms [2022-04-10 21:56:09 main:574] : INFO : Epoch 1578 | loss: 0.0311523 | val_loss: 0.0311718 | Time: 4083.11 ms [2022-04-10 21:56:13 main:574] : INFO : Epoch 1579 | loss: 0.0311492 | val_loss: 0.0311711 | Time: 4156.39 ms [2022-04-10 21:56:17 main:574] : INFO : Epoch 1580 | loss: 0.0311497 | val_loss: 0.0311727 | Time: 4144.2 ms [2022-04-10 21:56:21 main:574] : INFO : Epoch 1581 | loss: 0.0311487 | val_loss: 0.0311753 | Time: 4075.18 ms [2022-04-10 21:56:25 main:574] : INFO : Epoch 1582 | loss: 0.03115 | val_loss: 0.0311727 | Time: 4108.03 ms [2022-04-10 21:56:29 main:574] : INFO : Epoch 1583 | loss: 0.031148 | val_loss: 0.0311715 | Time: 4132.35 ms [2022-04-10 21:56:34 main:574] : INFO : Epoch 1584 | loss: 0.031148 | val_loss: 0.03117 | Time: 4132.52 ms [2022-04-10 21:56:38 main:574] : INFO : Epoch 1585 | loss: 0.0311489 | val_loss: 0.0311713 | Time: 4056.69 ms [2022-04-10 21:56:42 main:574] : INFO : Epoch 1586 | loss: 0.0311491 | val_loss: 0.031172 | Time: 4085.58 ms [2022-04-10 21:56:46 main:574] : INFO : Epoch 1587 | loss: 0.0311491 | val_loss: 0.0311703 | Time: 4158.16 ms [2022-04-10 21:56:50 main:574] : INFO : Epoch 1588 | loss: 0.0311511 | val_loss: 0.0311704 | Time: 4121.29 ms [2022-04-10 21:56:54 main:574] : INFO : Epoch 1589 | loss: 0.031151 | val_loss: 0.0311729 | Time: 4078.21 ms [2022-04-10 21:56:58 main:574] : INFO : Epoch 1590 | loss: 0.0311492 | val_loss: 0.0311706 | Time: 4066.49 ms [2022-04-10 21:57:02 main:574] : INFO : Epoch 1591 | loss: 0.0311482 | val_loss: 0.0311702 | Time: 4112.43 ms [2022-04-10 21:57:06 main:574] : INFO : Epoch 1592 | loss: 0.0311475 | val_loss: 0.0311712 | Time: 4016.51 ms [2022-04-10 21:57:11 main:574] : INFO : Epoch 1593 | loss: 0.0311473 | val_loss: 0.0311701 | Time: 4160.6 ms [2022-04-10 21:57:15 main:574] : INFO : Epoch 1594 | loss: 0.0311483 | val_loss: 0.0311748 | Time: 4057.75 ms [2022-04-10 21:57:19 main:574] : INFO : Epoch 1595 | loss: 0.0311474 | val_loss: 0.0311731 | Time: 4046.73 ms [2022-04-10 21:57:23 main:574] : INFO : Epoch 1596 | loss: 0.0311461 | val_loss: 0.031171 | Time: 4073.26 ms [2022-04-10 21:57:27 main:574] : INFO : Epoch 1597 | loss: 0.031146 | val_loss: 0.0311728 | Time: 4065.72 ms [2022-04-10 21:57:31 main:574] : INFO : Epoch 1598 | loss: 0.0311458 | val_loss: 0.031173 | Time: 4112.4 ms [2022-04-10 21:57:35 main:574] : INFO : Epoch 1599 | loss: 0.0311461 | val_loss: 0.0311689 | Time: 4097.84 ms [2022-04-10 21:57:39 main:574] : INFO : Epoch 1600 | loss: 0.0311459 | val_loss: 0.0311732 | Time: 4058.65 ms [2022-04-10 21:57:43 main:574] : INFO : Epoch 1601 | loss: 0.0311462 | val_loss: 0.0311722 | Time: 4108.25 ms [2022-04-10 21:57:47 main:574] : INFO : Epoch 1602 | loss: 0.0311462 | val_loss: 0.0311709 | Time: 4073 ms [2022-04-10 21:57:51 main:574] : INFO : Epoch 1603 | loss: 0.0311451 | val_loss: 0.031172 | Time: 4133.05 ms [2022-04-10 21:57:56 main:574] : INFO : Epoch 1604 | loss: 0.0311449 | val_loss: 0.0311692 | Time: 4174.45 ms [2022-04-10 21:58:00 main:574] : INFO : Epoch 1605 | loss: 0.031145 | val_loss: 0.0311736 | Time: 4074.61 ms [2022-04-10 21:58:04 main:574] : INFO : Epoch 1606 | loss: 0.0311442 | val_loss: 0.0311713 | Time: 4116.47 ms [2022-04-10 21:58:08 main:574] : INFO : Epoch 1607 | loss: 0.0311445 | val_loss: 0.0311705 | Time: 4065.24 ms [2022-04-10 21:58:12 main:574] : INFO : Epoch 1608 | loss: 0.0311454 | val_loss: 0.0311699 | Time: 4110.4 ms [2022-04-10 21:58:16 main:574] : INFO : Epoch 1609 | loss: 0.0311453 | val_loss: 0.0311718 | Time: 4100.65 ms [2022-04-10 21:58:20 main:574] : INFO : Epoch 1610 | loss: 0.0311462 | val_loss: 0.03117 | Time: 4059.54 ms [2022-04-10 21:58:24 main:574] : INFO : Epoch 1611 | loss: 0.0311475 | val_loss: 0.0311695 | Time: 4085.76 ms [2022-04-10 21:58:28 main:574] : INFO : Epoch 1612 | loss: 0.031148 | val_loss: 0.0311708 | Time: 4126.55 ms [2022-04-10 21:58:32 main:574] : INFO : Epoch 1613 | loss: 0.03115 | val_loss: 0.0311712 | Time: 4091.18 ms [2022-04-10 21:58:37 main:574] : INFO : Epoch 1614 | loss: 0.0311509 | val_loss: 0.0311752 | Time: 4099.95 ms [2022-04-10 21:58:41 main:574] : INFO : Epoch 1615 | loss: 0.0311543 | val_loss: 0.0311713 | Time: 4027.23 ms [2022-04-10 21:58:45 main:574] : INFO : Epoch 1616 | loss: 0.031151 | val_loss: 0.0311704 | Time: 4129.05 ms [2022-04-10 21:58:49 main:574] : INFO : Epoch 1617 | loss: 0.0311492 | val_loss: 0.0311786 | Time: 4113.33 ms [2022-04-10 21:59:03 main:574] : INFO : Epoch 1618 | loss: 0.0311487 | val_loss: 0.0311781 | Time: 14246.8 ms [2022-04-10 21:59:07 main:574] : INFO : Epoch 1619 | loss: 0.0311617 | val_loss: 0.0311761 | Time: 4074.01 ms [2022-04-10 21:59:11 main:574] : INFO : Epoch 1620 | loss: 0.0311591 | val_loss: 0.0311698 | Time: 4085.7 ms [2022-04-10 21:59:15 main:574] : INFO : Epoch 1621 | loss: 0.0311559 | val_loss: 0.0311753 | Time: 4067.46 ms [2022-04-10 21:59:19 main:574] : INFO : Epoch 1622 | loss: 0.0311535 | val_loss: 0.0311731 | Time: 4100.4 ms [2022-04-10 21:59:24 main:574] : INFO : Epoch 1623 | loss: 0.031153 | val_loss: 0.0311723 | Time: 4109.32 ms [2022-04-10 21:59:28 main:574] : INFO : Epoch 1624 | loss: 0.0311525 | val_loss: 0.0311745 | Time: 4088.33 ms [2022-04-10 21:59:32 main:574] : INFO : Epoch 1625 | loss: 0.0311505 | val_loss: 0.0311716 | Time: 4085.7 ms [2022-04-10 21:59:36 main:574] : INFO : Epoch 1626 | loss: 0.0311496 | val_loss: 0.0311734 | Time: 4134.25 ms [2022-04-10 21:59:40 main:574] : INFO : Epoch 1627 | loss: 0.0311511 | val_loss: 0.0311727 | Time: 4114.2 ms [2022-04-10 21:59:44 main:574] : INFO : Epoch 1628 | loss: 0.031149 | val_loss: 0.0311723 | Time: 4083 ms [2022-04-10 21:59:48 main:574] : INFO : Epoch 1629 | loss: 0.0311473 | val_loss: 0.0311754 | Time: 4044.61 ms [2022-04-10 21:59:52 main:574] : INFO : Epoch 1630 | loss: 0.0311472 | val_loss: 0.0311731 | Time: 4110.47 ms [2022-04-10 21:59:56 main:574] : INFO : Epoch 1631 | loss: 0.0311465 | val_loss: 0.0311732 | Time: 4110.5 ms [2022-04-10 22:00:00 main:574] : INFO : Epoch 1632 | loss: 0.0311489 | val_loss: 0.0311731 | Time: 4078.62 ms [2022-04-10 22:00:05 main:574] : INFO : Epoch 1633 | loss: 0.031152 | val_loss: 0.0311838 | Time: 4123.54 ms [2022-04-10 22:00:09 main:574] : INFO : Epoch 1634 | loss: 0.0311517 | val_loss: 0.0311735 | Time: 4196.71 ms [2022-04-10 22:00:13 main:574] : INFO : Epoch 1635 | loss: 0.0311488 | val_loss: 0.0311758 | Time: 4110.88 ms [2022-04-10 22:00:17 main:574] : INFO : Epoch 1636 | loss: 0.0311521 | val_loss: 0.0311733 | Time: 4108.28 ms [2022-04-10 22:00:21 main:574] : INFO : Epoch 1637 | loss: 0.0311526 | val_loss: 0.0311718 | Time: 4087.3 ms [2022-04-10 22:00:25 main:574] : INFO : Epoch 1638 | loss: 0.031151 | val_loss: 0.0311734 | Time: 4073.08 ms [2022-04-10 22:00:29 main:574] : INFO : Epoch 1639 | loss: 0.0311506 | val_loss: 0.0311717 | Time: 4062.16 ms [2022-04-10 22:00:33 main:574] : INFO : Epoch 1640 | loss: 0.0311493 | val_loss: 0.0311729 | Time: 4026.05 ms [2022-04-10 22:00:37 main:574] : INFO : Epoch 1641 | loss: 0.0311504 | val_loss: 0.0311739 | Time: 4208.1 ms [2022-04-10 22:00:42 main:574] : INFO : Epoch 1642 | loss: 0.0311513 | val_loss: 0.0311775 | Time: 4136.95 ms [2022-04-10 22:00:46 main:574] : INFO : Epoch 1643 | loss: 0.0311561 | val_loss: 0.0311715 | Time: 4242.77 ms [2022-04-10 22:00:50 main:574] : INFO : Epoch 1644 | loss: 0.0311525 | val_loss: 0.031173 | Time: 4074.44 ms [2022-04-10 22:00:54 main:574] : INFO : Epoch 1645 | loss: 0.0311498 | val_loss: 0.0311709 | Time: 4101.07 ms [2022-04-10 22:00:58 main:574] : INFO : Epoch 1646 | loss: 0.0311481 | val_loss: 0.0311724 | Time: 4108.77 ms [2022-04-10 22:01:02 main:574] : INFO : Epoch 1647 | loss: 0.0311479 | val_loss: 0.0311732 | Time: 4035.73 ms [2022-04-10 22:01:06 main:574] : INFO : Epoch 1648 | loss: 0.0311473 | val_loss: 0.0311736 | Time: 4025.66 ms [2022-04-10 22:01:10 main:574] : INFO : Epoch 1649 | loss: 0.0311468 | val_loss: 0.0311825 | Time: 4050.25 ms [2022-04-10 22:01:14 main:574] : INFO : Epoch 1650 | loss: 0.0311499 | val_loss: 0.0311739 | Time: 4090.84 ms [2022-04-10 22:01:19 main:574] : INFO : Epoch 1651 | loss: 0.0311485 | val_loss: 0.031175 | Time: 4115.03 ms [2022-04-10 22:01:23 main:574] : INFO : Epoch 1652 | loss: 0.0311533 | val_loss: 0.0311722 | Time: 4035.57 ms [2022-04-10 22:01:27 main:574] : INFO : Epoch 1653 | loss: 0.031153 | val_loss: 0.0311719 | Time: 4146.64 ms [2022-04-10 22:01:31 main:574] : INFO : Epoch 1654 | loss: 0.031152 | val_loss: 0.0311738 | Time: 4040.73 ms [2022-04-10 22:01:35 main:574] : INFO : Epoch 1655 | loss: 0.0311494 | val_loss: 0.03117 | Time: 4115.84 ms [2022-04-10 22:01:39 main:574] : INFO : Epoch 1656 | loss: 0.0311473 | val_loss: 0.0311727 | Time: 4082.57 ms [2022-04-10 22:01:43 main:574] : INFO : Epoch 1657 | loss: 0.0311472 | val_loss: 0.0311719 | Time: 4057.49 ms [2022-04-10 22:01:47 main:574] : INFO : Epoch 1658 | loss: 0.0311472 | val_loss: 0.031171 | Time: 4049.71 ms [2022-04-10 22:01:51 main:574] : INFO : Epoch 1659 | loss: 0.031147 | val_loss: 0.0311693 | Time: 4104.53 ms [2022-04-10 22:01:55 main:574] : INFO : Epoch 1660 | loss: 0.0311477 | val_loss: 0.0311704 | Time: 4094.87 ms [2022-04-10 22:01:59 main:574] : INFO : Epoch 1661 | loss: 0.0311479 | val_loss: 0.0311713 | Time: 4075.07 ms [2022-04-10 22:02:03 main:574] : INFO : Epoch 1662 | loss: 0.0311466 | val_loss: 0.0311709 | Time: 4079.82 ms [2022-04-10 22:02:08 main:574] : INFO : Epoch 1663 | loss: 0.0311478 | val_loss: 0.0311693 | Time: 4116.99 ms [2022-04-10 22:02:12 main:574] : INFO : Epoch 1664 | loss: 0.0311473 | val_loss: 0.0311715 | Time: 4046.09 ms [2022-04-10 22:02:16 main:574] : INFO : Epoch 1665 | loss: 0.0311502 | val_loss: 0.0311762 | Time: 4063.62 ms [2022-04-10 22:02:20 main:574] : INFO : Epoch 1666 | loss: 0.0311501 | val_loss: 0.0311713 | Time: 4126.95 ms [2022-04-10 22:02:24 main:574] : INFO : Epoch 1667 | loss: 0.0311489 | val_loss: 0.0311723 | Time: 4118.2 ms [2022-04-10 22:02:28 main:574] : INFO : Epoch 1668 | loss: 0.0311482 | val_loss: 0.0311698 | Time: 4057.58 ms [2022-04-10 22:02:32 main:574] : INFO : Epoch 1669 | loss: 0.031147 | val_loss: 0.0311691 | Time: 4081.31 ms [2022-04-10 22:02:36 main:574] : INFO : Epoch 1670 | loss: 0.0311477 | val_loss: 0.031172 | Time: 4109.34 ms [2022-04-10 22:02:40 main:574] : INFO : Epoch 1671 | loss: 0.0311466 | val_loss: 0.0311668 | Time: 4057 ms [2022-04-10 22:02:44 main:574] : INFO : Epoch 1672 | loss: 0.0311462 | val_loss: 0.0311711 | Time: 4030.1 ms [2022-04-10 22:02:48 main:574] : INFO : Epoch 1673 | loss: 0.0311506 | val_loss: 0.0311675 | Time: 4061.44 ms [2022-04-10 22:02:52 main:574] : INFO : Epoch 1674 | loss: 0.0311472 | val_loss: 0.0311699 | Time: 4066.23 ms [2022-04-10 22:02:57 main:574] : INFO : Epoch 1675 | loss: 0.0311458 | val_loss: 0.0311691 | Time: 4062.66 ms [2022-04-10 22:03:01 main:574] : INFO : Epoch 1676 | loss: 0.0311491 | val_loss: 0.0311718 | Time: 4081.74 ms [2022-04-10 22:03:05 main:574] : INFO : Epoch 1677 | loss: 0.0311499 | val_loss: 0.0311678 | Time: 4038.35 ms [2022-04-10 22:03:09 main:574] : INFO : Epoch 1678 | loss: 0.0311479 | val_loss: 0.0311712 | Time: 4024.94 ms [2022-04-10 22:03:13 main:574] : INFO : Epoch 1679 | loss: 0.03115 | val_loss: 0.0311705 | Time: 4032.47 ms [2022-04-10 22:03:17 main:574] : INFO : Epoch 1680 | loss: 0.0311509 | val_loss: 0.0311702 | Time: 4056.5 ms [2022-04-10 22:03:21 main:574] : INFO : Epoch 1681 | loss: 0.031149 | val_loss: 0.0311712 | Time: 4044.11 ms [2022-04-10 22:03:25 main:574] : INFO : Epoch 1682 | loss: 0.0311477 | val_loss: 0.03117 | Time: 4074.89 ms [2022-04-10 22:03:29 main:574] : INFO : Epoch 1683 | loss: 0.0311466 | val_loss: 0.0311703 | Time: 4165.54 ms [2022-04-10 22:03:33 main:574] : INFO : Epoch 1684 | loss: 0.0311476 | val_loss: 0.0311724 | Time: 4089.29 ms [2022-04-10 22:03:37 main:574] : INFO : Epoch 1685 | loss: 0.0311456 | val_loss: 0.0311719 | Time: 4130.8 ms [2022-04-10 22:03:41 main:574] : INFO : Epoch 1686 | loss: 0.0311457 | val_loss: 0.0311744 | Time: 4122.51 ms [2022-04-10 22:03:45 main:574] : INFO : Epoch 1687 | loss: 0.0311471 | val_loss: 0.0311718 | Time: 4012.41 ms [2022-04-10 22:03:50 main:574] : INFO : Epoch 1688 | loss: 0.031147 | val_loss: 0.0311712 | Time: 4074.47 ms [2022-04-10 22:03:54 main:574] : INFO : Epoch 1689 | loss: 0.0311477 | val_loss: 0.0311701 | Time: 4090.42 ms [2022-04-10 22:03:58 main:574] : INFO : Epoch 1690 | loss: 0.0311462 | val_loss: 0.0311721 | Time: 4091.77 ms [2022-04-10 22:04:02 main:574] : INFO : Epoch 1691 | loss: 0.0311444 | val_loss: 0.0311759 | Time: 4051.13 ms [2022-04-10 22:04:06 main:574] : INFO : Epoch 1692 | loss: 0.0311437 | val_loss: 0.0311715 | Time: 4109.66 ms [2022-04-10 22:04:10 main:574] : INFO : Epoch 1693 | loss: 0.0311468 | val_loss: 0.0311702 | Time: 4065.53 ms [2022-04-10 22:04:14 main:574] : INFO : Epoch 1694 | loss: 0.03115 | val_loss: 0.0311695 | Time: 4052.66 ms [2022-04-10 22:04:18 main:574] : INFO : Epoch 1695 | loss: 0.0311504 | val_loss: 0.0311742 | Time: 4064.93 ms [2022-04-10 22:04:22 main:574] : INFO : Epoch 1696 | loss: 0.0311504 | val_loss: 0.031174 | Time: 4071.6 ms [2022-04-10 22:04:26 main:574] : INFO : Epoch 1697 | loss: 0.031147 | val_loss: 0.0311768 | Time: 4048.18 ms [2022-04-10 22:04:30 main:574] : INFO : Epoch 1698 | loss: 0.0311514 | val_loss: 0.0311808 | Time: 4103.23 ms [2022-04-10 22:04:34 main:574] : INFO : Epoch 1699 | loss: 0.0311495 | val_loss: 0.0311681 | Time: 4167.52 ms [2022-04-10 22:04:39 main:574] : INFO : Epoch 1700 | loss: 0.0311459 | val_loss: 0.0311746 | Time: 4124.66 ms [2022-04-10 22:04:43 main:574] : INFO : Epoch 1701 | loss: 0.0311458 | val_loss: 0.0311693 | Time: 4051.06 ms [2022-04-10 22:04:47 main:574] : INFO : Epoch 1702 | loss: 0.0311448 | val_loss: 0.0311718 | Time: 4079.14 ms [2022-04-10 22:04:51 main:574] : INFO : Epoch 1703 | loss: 0.0311467 | val_loss: 0.0311701 | Time: 4045.89 ms [2022-04-10 22:04:55 main:574] : INFO : Epoch 1704 | loss: 0.0311471 | val_loss: 0.031177 | Time: 4096.03 ms [2022-04-10 22:04:59 main:574] : INFO : Epoch 1705 | loss: 0.0311459 | val_loss: 0.0311727 | Time: 4086.85 ms [2022-04-10 22:05:03 main:574] : INFO : Epoch 1706 | loss: 0.0311456 | val_loss: 0.0311741 | Time: 4076.28 ms [2022-04-10 22:05:07 main:574] : INFO : Epoch 1707 | loss: 0.031148 | val_loss: 0.0311718 | Time: 4110.69 ms [2022-04-10 22:05:11 main:574] : INFO : Epoch 1708 | loss: 0.0311465 | val_loss: 0.0311709 | Time: 4084.76 ms [2022-04-10 22:05:15 main:574] : INFO : Epoch 1709 | loss: 0.0311516 | val_loss: 0.0311738 | Time: 4051.17 ms [2022-04-10 22:05:19 main:574] : INFO : Epoch 1710 | loss: 0.031154 | val_loss: 0.0311718 | Time: 4028.15 ms [2022-04-10 22:05:23 main:574] : INFO : Epoch 1711 | loss: 0.0311554 | val_loss: 0.0311718 | Time: 4052.44 ms [2022-04-10 22:05:28 main:574] : INFO : Epoch 1712 | loss: 0.0311586 | val_loss: 0.031175 | Time: 4107.81 ms [2022-04-10 22:05:32 main:574] : INFO : Epoch 1713 | loss: 0.0311563 | val_loss: 0.0311731 | Time: 4109.86 ms [2022-04-10 22:05:36 main:574] : INFO : Epoch 1714 | loss: 0.0311563 | val_loss: 0.0311774 | Time: 4076.42 ms [2022-04-10 22:05:40 main:574] : INFO : Epoch 1715 | loss: 0.0311608 | val_loss: 0.0311706 | Time: 4097.94 ms [2022-04-10 22:05:44 main:574] : INFO : Epoch 1716 | loss: 0.0311552 | val_loss: 0.0311733 | Time: 4189.53 ms [2022-04-10 22:05:48 main:574] : INFO : Epoch 1717 | loss: 0.0311546 | val_loss: 0.0311688 | Time: 4051.15 ms [2022-04-10 22:05:52 main:574] : INFO : Epoch 1718 | loss: 0.0311603 | val_loss: 0.031168 | Time: 4047.31 ms [2022-04-10 22:05:56 main:574] : INFO : Epoch 1719 | loss: 0.0311601 | val_loss: 0.0311704 | Time: 4074.36 ms [2022-04-10 22:06:00 main:574] : INFO : Epoch 1720 | loss: 0.0311591 | val_loss: 0.0311669 | Time: 4050.63 ms [2022-04-10 22:06:04 main:574] : INFO : Epoch 1721 | loss: 0.0311591 | val_loss: 0.0311727 | Time: 3978.56 ms [2022-04-10 22:06:08 main:574] : INFO : Epoch 1722 | loss: 0.0311618 | val_loss: 0.0311844 | Time: 4086.69 ms [2022-04-10 22:06:12 main:574] : INFO : Epoch 1723 | loss: 0.0311635 | val_loss: 0.0311695 | Time: 4084.33 ms [2022-04-10 22:06:16 main:574] : INFO : Epoch 1724 | loss: 0.031157 | val_loss: 0.0311649 | Time: 4017.29 ms [2022-04-10 22:06:21 main:574] : INFO : Epoch 1725 | loss: 0.0311545 | val_loss: 0.0311669 | Time: 4085.47 ms [2022-04-10 22:06:25 main:574] : INFO : Epoch 1726 | loss: 0.0311527 | val_loss: 0.0311677 | Time: 4100.52 ms [2022-04-10 22:06:29 main:574] : INFO : Epoch 1727 | loss: 0.0311528 | val_loss: 0.0311682 | Time: 4128.86 ms [2022-04-10 22:06:33 main:574] : INFO : Epoch 1728 | loss: 0.0311531 | val_loss: 0.0311681 | Time: 4032.81 ms [2022-04-10 22:06:37 main:574] : INFO : Epoch 1729 | loss: 0.0311517 | val_loss: 0.0311682 | Time: 4129.02 ms [2022-04-10 22:06:41 main:574] : INFO : Epoch 1730 | loss: 0.0311551 | val_loss: 0.03117 | Time: 4117.97 ms [2022-04-10 22:06:45 main:574] : INFO : Epoch 1731 | loss: 0.0311608 | val_loss: 0.0311689 | Time: 4191.54 ms [2022-04-10 22:06:50 main:574] : INFO : Epoch 1732 | loss: 0.0311584 | val_loss: 0.0311695 | Time: 4224.09 ms [2022-04-10 22:06:54 main:574] : INFO : Epoch 1733 | loss: 0.0311564 | val_loss: 0.0311696 | Time: 4111.71 ms [2022-04-10 22:06:58 main:574] : INFO : Epoch 1734 | loss: 0.0311564 | val_loss: 0.0311696 | Time: 4140.06 ms [2022-04-10 22:07:02 main:574] : INFO : Epoch 1735 | loss: 0.0311561 | val_loss: 0.0311763 | Time: 4123.4 ms [2022-04-10 22:07:06 main:574] : INFO : Epoch 1736 | loss: 0.0311592 | val_loss: 0.0311752 | Time: 4042.34 ms [2022-04-10 22:07:10 main:574] : INFO : Epoch 1737 | loss: 0.0311559 | val_loss: 0.0311722 | Time: 4110.77 ms [2022-04-10 22:07:14 main:574] : INFO : Epoch 1738 | loss: 0.0311569 | val_loss: 0.0311699 | Time: 4143.41 ms [2022-04-10 22:07:18 main:574] : INFO : Epoch 1739 | loss: 0.0311546 | val_loss: 0.0311682 | Time: 4020.52 ms [2022-04-10 22:07:22 main:574] : INFO : Epoch 1740 | loss: 0.0311518 | val_loss: 0.0311698 | Time: 4058.91 ms [2022-04-10 22:07:27 main:574] : INFO : Epoch 1741 | loss: 0.0311516 | val_loss: 0.0311696 | Time: 4063.29 ms [2022-04-10 22:07:31 main:574] : INFO : Epoch 1742 | loss: 0.0311503 | val_loss: 0.0311706 | Time: 4023.45 ms [2022-04-10 22:07:35 main:574] : INFO : Epoch 1743 | loss: 0.0311506 | val_loss: 0.0311698 | Time: 4031.44 ms [2022-04-10 22:07:39 main:574] : INFO : Epoch 1744 | loss: 0.0311518 | val_loss: 0.0311718 | Time: 4118.39 ms [2022-04-10 22:07:43 main:574] : INFO : Epoch 1745 | loss: 0.0311495 | val_loss: 0.0311748 | Time: 4069.21 ms [2022-04-10 22:07:47 main:574] : INFO : Epoch 1746 | loss: 0.0311519 | val_loss: 0.0311686 | Time: 4068.09 ms [2022-04-10 22:07:51 main:574] : INFO : Epoch 1747 | loss: 0.0311494 | val_loss: 0.0311708 | Time: 4065.01 ms [2022-04-10 22:07:55 main:574] : INFO : Epoch 1748 | loss: 0.0311491 | val_loss: 0.0311705 | Time: 4187.47 ms [2022-04-10 22:07:59 main:574] : INFO : Epoch 1749 | loss: 0.0311499 | val_loss: 0.0311747 | Time: 4165.78 ms [2022-04-10 22:08:03 main:574] : INFO : Epoch 1750 | loss: 0.0311501 | val_loss: 0.0311722 | Time: 4043.18 ms [2022-04-10 22:08:07 main:574] : INFO : Epoch 1751 | loss: 0.0311512 | val_loss: 0.0311697 | Time: 4080.09 ms [2022-04-10 22:08:12 main:574] : INFO : Epoch 1752 | loss: 0.0311501 | val_loss: 0.0311703 | Time: 4083.18 ms [2022-04-10 22:08:16 main:574] : INFO : Epoch 1753 | loss: 0.0311516 | val_loss: 0.0311705 | Time: 3945.85 ms [2022-04-10 22:08:20 main:574] : INFO : Epoch 1754 | loss: 0.0311503 | val_loss: 0.0311725 | Time: 4036.57 ms [2022-04-10 22:08:24 main:574] : INFO : Epoch 1755 | loss: 0.0311496 | val_loss: 0.0311707 | Time: 4021.07 ms [2022-04-10 22:08:28 main:574] : INFO : Epoch 1756 | loss: 0.0311483 | val_loss: 0.0311697 | Time: 4180.78 ms [2022-04-10 22:08:32 main:574] : INFO : Epoch 1757 | loss: 0.0311495 | val_loss: 0.0311693 | Time: 4024.67 ms [2022-04-10 22:08:36 main:574] : INFO : Epoch 1758 | loss: 0.0311496 | val_loss: 0.0311698 | Time: 3906.72 ms [2022-04-10 22:08:40 main:574] : INFO : Epoch 1759 | loss: 0.0311496 | val_loss: 0.0311712 | Time: 3858.14 ms [2022-04-10 22:08:44 main:574] : INFO : Epoch 1760 | loss: 0.031149 | val_loss: 0.03117 | Time: 4007.4 ms [2022-04-10 22:08:47 main:574] : INFO : Epoch 1761 | loss: 0.0311494 | val_loss: 0.03117 | Time: 3899.76 ms [2022-04-10 22:08:52 main:574] : INFO : Epoch 1762 | loss: 0.0311494 | val_loss: 0.0311732 | Time: 4029.05 ms [2022-04-10 22:08:55 main:574] : INFO : Epoch 1763 | loss: 0.0311497 | val_loss: 0.0311721 | Time: 3861.75 ms [2022-04-10 22:08:59 main:574] : INFO : Epoch 1764 | loss: 0.0311513 | val_loss: 0.0311777 | Time: 3990.5 ms [2022-04-10 22:09:03 main:574] : INFO : Epoch 1765 | loss: 0.0311513 | val_loss: 0.0311704 | Time: 4004.52 ms [2022-04-10 22:09:07 main:574] : INFO : Epoch 1766 | loss: 0.0311491 | val_loss: 0.0311683 | Time: 3956.9 ms [2022-04-10 22:09:11 main:574] : INFO : Epoch 1767 | loss: 0.0311484 | val_loss: 0.03117 | Time: 3948.9 ms [2022-04-10 22:09:15 main:574] : INFO : Epoch 1768 | loss: 0.0311475 | val_loss: 0.0311718 | Time: 3889.6 ms [2022-04-10 22:09:19 main:574] : INFO : Epoch 1769 | loss: 0.0311477 | val_loss: 0.0311706 | Time: 3943.41 ms [2022-04-10 22:09:23 main:574] : INFO : Epoch 1770 | loss: 0.0311487 | val_loss: 0.0311694 | Time: 3932.97 ms [2022-04-10 22:09:27 main:574] : INFO : Epoch 1771 | loss: 0.0311503 | val_loss: 0.031169 | Time: 4005.02 ms [2022-04-10 22:09:31 main:574] : INFO : Epoch 1772 | loss: 0.03115 | val_loss: 0.0311697 | Time: 3859.13 ms [2022-04-10 22:09:35 main:574] : INFO : Epoch 1773 | loss: 0.0311479 | val_loss: 0.0311675 | Time: 4005.07 ms [2022-04-10 22:09:39 main:574] : INFO : Epoch 1774 | loss: 0.0311489 | val_loss: 0.0311709 | Time: 3947.79 ms [2022-04-10 22:09:43 main:574] : INFO : Epoch 1775 | loss: 0.0311489 | val_loss: 0.03117 | Time: 3991.34 ms [2022-04-10 22:09:47 main:574] : INFO : Epoch 1776 | loss: 0.0311489 | val_loss: 0.0311741 | Time: 4030.91 ms [2022-04-10 22:09:51 main:574] : INFO : Epoch 1777 | loss: 0.0311514 | val_loss: 0.0311712 | Time: 3946.76 ms [2022-04-10 22:09:55 main:574] : INFO : Epoch 1778 | loss: 0.0311552 | val_loss: 0.0311693 | Time: 3902.01 ms [2022-04-10 22:09:59 main:574] : INFO : Epoch 1779 | loss: 0.0311544 | val_loss: 0.0311728 | Time: 3941.96 ms [2022-04-10 22:10:03 main:574] : INFO : Epoch 1780 | loss: 0.0311504 | val_loss: 0.0311677 | Time: 4029.21 ms [2022-04-10 22:10:07 main:574] : INFO : Epoch 1781 | loss: 0.0311502 | val_loss: 0.031166 | Time: 3978.2 ms [2022-04-10 22:10:11 main:574] : INFO : Epoch 1782 | loss: 0.0311506 | val_loss: 0.0311715 | Time: 4117.84 ms [2022-04-10 22:10:15 main:574] : INFO : Epoch 1783 | loss: 0.0311494 | val_loss: 0.0311668 | Time: 3865.68 ms [2022-04-10 22:10:19 main:574] : INFO : Epoch 1784 | loss: 0.031148 | val_loss: 0.0311678 | Time: 3918.51 ms [2022-04-10 22:10:23 main:574] : INFO : Epoch 1785 | loss: 0.031147 | val_loss: 0.0311678 | Time: 3899.71 ms [2022-04-10 22:10:27 main:574] : INFO : Epoch 1786 | loss: 0.0311477 | val_loss: 0.0311694 | Time: 3963.8 ms [2022-04-10 22:10:30 main:574] : INFO : Epoch 1787 | loss: 0.0311513 | val_loss: 0.0311766 | Time: 3901.12 ms [2022-04-10 22:10:34 main:574] : INFO : Epoch 1788 | loss: 0.0311549 | val_loss: 0.0311669 | Time: 3879.21 ms [2022-04-10 22:10:38 main:574] : INFO : Epoch 1789 | loss: 0.0311472 | val_loss: 0.0311688 | Time: 3903.85 ms [2022-04-10 22:10:42 main:574] : INFO : Epoch 1790 | loss: 0.0311471 | val_loss: 0.0311672 | Time: 4008.12 ms [2022-04-10 22:10:46 main:574] : INFO : Epoch 1791 | loss: 0.0311461 | val_loss: 0.0311656 | Time: 3888.52 ms [2022-04-10 22:10:50 main:574] : INFO : Epoch 1792 | loss: 0.0311466 | val_loss: 0.0311703 | Time: 3973.4 ms [2022-04-10 22:10:54 main:574] : INFO : Epoch 1793 | loss: 0.0311484 | val_loss: 0.0311689 | Time: 3938.85 ms [2022-04-10 22:10:58 main:574] : INFO : Epoch 1794 | loss: 0.0311468 | val_loss: 0.0311748 | Time: 3930.3 ms [2022-04-10 22:11:02 main:574] : INFO : Epoch 1795 | loss: 0.0311515 | val_loss: 0.0311761 | Time: 3962.59 ms [2022-04-10 22:11:06 main:574] : INFO : Epoch 1796 | loss: 0.0311483 | val_loss: 0.031173 | Time: 3877.53 ms [2022-04-10 22:11:10 main:574] : INFO : Epoch 1797 | loss: 0.0311474 | val_loss: 0.0311735 | Time: 3984.56 ms [2022-04-10 22:11:14 main:574] : INFO : Epoch 1798 | loss: 0.0311466 | val_loss: 0.0311696 | Time: 4004.32 ms [2022-04-10 22:11:18 main:574] : INFO : Epoch 1799 | loss: 0.0311471 | val_loss: 0.0311692 | Time: 4027.42 ms [2022-04-10 22:11:22 main:574] : INFO : Epoch 1800 | loss: 0.0311464 | val_loss: 0.0311731 | Time: 3963.21 ms [2022-04-10 22:11:26 main:574] : INFO : Epoch 1801 | loss: 0.0311501 | val_loss: 0.0311764 | Time: 4022.71 ms [2022-04-10 22:11:30 main:574] : INFO : Epoch 1802 | loss: 0.0311497 | val_loss: 0.0311724 | Time: 3908.41 ms [2022-04-10 22:11:34 main:574] : INFO : Epoch 1803 | loss: 0.0311478 | val_loss: 0.0311703 | Time: 3862.38 ms [2022-04-10 22:11:38 main:574] : INFO : Epoch 1804 | loss: 0.0311469 | val_loss: 0.0311708 | Time: 3870.7 ms [2022-04-10 22:11:42 main:574] : INFO : Epoch 1805 | loss: 0.0311476 | val_loss: 0.0311762 | Time: 4042.72 ms [2022-04-10 22:11:46 main:574] : INFO : Epoch 1806 | loss: 0.0311467 | val_loss: 0.0311696 | Time: 3910.91 ms [2022-04-10 22:11:49 main:574] : INFO : Epoch 1807 | loss: 0.031146 | val_loss: 0.0311753 | Time: 3898.48 ms [2022-04-10 22:11:53 main:574] : INFO : Epoch 1808 | loss: 0.0311457 | val_loss: 0.031174 | Time: 3894.3 ms [2022-04-10 22:11:57 main:574] : INFO : Epoch 1809 | loss: 0.0311483 | val_loss: 0.0311708 | Time: 3922.97 ms [2022-04-10 22:12:01 main:574] : INFO : Epoch 1810 | loss: 0.0311468 | val_loss: 0.0311718 | Time: 3916.68 ms [2022-04-10 22:12:05 main:574] : INFO : Epoch 1811 | loss: 0.0311485 | val_loss: 0.0311721 | Time: 3913.28 ms [2022-04-10 22:12:09 main:574] : INFO : Epoch 1812 | loss: 0.0311485 | val_loss: 0.0311701 | Time: 4016.74 ms [2022-04-10 22:12:13 main:574] : INFO : Epoch 1813 | loss: 0.0311475 | val_loss: 0.0311715 | Time: 3908.21 ms [2022-04-10 22:12:17 main:574] : INFO : Epoch 1814 | loss: 0.0311486 | val_loss: 0.0311752 | Time: 3912.8 ms [2022-04-10 22:12:21 main:574] : INFO : Epoch 1815 | loss: 0.0311468 | val_loss: 0.031169 | Time: 3916.2 ms [2022-04-10 22:12:25 main:574] : INFO : Epoch 1816 | loss: 0.0311483 | val_loss: 0.0311755 | Time: 4014.18 ms [2022-04-10 22:12:29 main:574] : INFO : Epoch 1817 | loss: 0.031153 | val_loss: 0.0311803 | Time: 3932.72 ms [2022-04-10 22:12:33 main:574] : INFO : Epoch 1818 | loss: 0.0311563 | val_loss: 0.0311725 | Time: 3924.72 ms [2022-04-10 22:12:37 main:574] : INFO : Epoch 1819 | loss: 0.0311518 | val_loss: 0.0311745 | Time: 3881.79 ms [2022-04-10 22:12:41 main:574] : INFO : Epoch 1820 | loss: 0.0311505 | val_loss: 0.0311784 | Time: 3936 ms [2022-04-10 22:12:45 main:574] : INFO : Epoch 1821 | loss: 0.0311498 | val_loss: 0.031172 | Time: 3949.36 ms [2022-04-10 22:12:48 main:574] : INFO : Epoch 1822 | loss: 0.0311488 | val_loss: 0.0311771 | Time: 3910.25 ms [2022-04-10 22:12:52 main:574] : INFO : Epoch 1823 | loss: 0.0311477 | val_loss: 0.0311743 | Time: 3975.89 ms [2022-04-10 22:12:56 main:574] : INFO : Epoch 1824 | loss: 0.0311473 | val_loss: 0.0311766 | Time: 3896.86 ms [2022-04-10 22:13:00 main:574] : INFO : Epoch 1825 | loss: 0.0311479 | val_loss: 0.0311777 | Time: 3995.09 ms [2022-04-10 22:13:04 main:574] : INFO : Epoch 1826 | loss: 0.0311483 | val_loss: 0.031171 | Time: 3906.34 ms [2022-04-10 22:13:08 main:574] : INFO : Epoch 1827 | loss: 0.0311489 | val_loss: 0.0311745 | Time: 3937.85 ms [2022-04-10 22:13:12 main:574] : INFO : Epoch 1828 | loss: 0.0311489 | val_loss: 0.0311743 | Time: 3941.52 ms [2022-04-10 22:13:16 main:574] : INFO : Epoch 1829 | loss: 0.0311507 | val_loss: 0.0311814 | Time: 4022.09 ms [2022-04-10 22:13:20 main:574] : INFO : Epoch 1830 | loss: 0.0311494 | val_loss: 0.0311745 | Time: 3905.27 ms [2022-04-10 22:13:24 main:574] : INFO : Epoch 1831 | loss: 0.0311474 | val_loss: 0.0311765 | Time: 4023.95 ms [2022-04-10 22:13:28 main:574] : INFO : Epoch 1832 | loss: 0.031147 | val_loss: 0.0311755 | Time: 3966.32 ms [2022-04-10 22:13:32 main:574] : INFO : Epoch 1833 | loss: 0.031147 | val_loss: 0.0311734 | Time: 3969.53 ms [2022-04-10 22:13:36 main:574] : INFO : Epoch 1834 | loss: 0.0311479 | val_loss: 0.0311752 | Time: 4011.27 ms [2022-04-10 22:13:40 main:574] : INFO : Epoch 1835 | loss: 0.0311469 | val_loss: 0.0311786 | Time: 3965.57 ms [2022-04-10 22:13:44 main:574] : INFO : Epoch 1836 | loss: 0.0311491 | val_loss: 0.031175 | Time: 3911.89 ms [2022-04-10 22:13:48 main:574] : INFO : Epoch 1837 | loss: 0.0311467 | val_loss: 0.0311756 | Time: 3869 ms [2022-04-10 22:13:52 main:574] : INFO : Epoch 1838 | loss: 0.0311462 | val_loss: 0.0311741 | Time: 3915.12 ms [2022-04-10 22:13:56 main:574] : INFO : Epoch 1839 | loss: 0.0311489 | val_loss: 0.0311744 | Time: 3882.09 ms [2022-04-10 22:14:10 main:574] : INFO : Epoch 1840 | loss: 0.0311474 | val_loss: 0.0311742 | Time: 14180.1 ms [2022-04-10 22:14:14 main:574] : INFO : Epoch 1841 | loss: 0.0311475 | val_loss: 0.0311761 | Time: 3913.93 ms [2022-04-10 22:14:18 main:574] : INFO : Epoch 1842 | loss: 0.0311469 | val_loss: 0.0311739 | Time: 3947.36 ms [2022-04-10 22:14:22 main:574] : INFO : Epoch 1843 | loss: 0.0311461 | val_loss: 0.031171 | Time: 3999.53 ms [2022-04-10 22:14:26 main:574] : INFO : Epoch 1844 | loss: 0.031147 | val_loss: 0.0311757 | Time: 3989.23 ms [2022-04-10 22:14:30 main:574] : INFO : Epoch 1845 | loss: 0.0311458 | val_loss: 0.0311781 | Time: 3943.37 ms [2022-04-10 22:14:34 main:574] : INFO : Epoch 1846 | loss: 0.0311453 | val_loss: 0.0311738 | Time: 4012.67 ms [2022-04-10 22:14:38 main:574] : INFO : Epoch 1847 | loss: 0.0311432 | val_loss: 0.0311762 | Time: 4050.92 ms [2022-04-10 22:14:42 main:574] : INFO : Epoch 1848 | loss: 0.0311444 | val_loss: 0.0311743 | Time: 3931.42 ms [2022-04-10 22:14:46 main:574] : INFO : Epoch 1849 | loss: 0.031145 | val_loss: 0.0311724 | Time: 3960.52 ms [2022-04-10 22:14:50 main:574] : INFO : Epoch 1850 | loss: 0.0311466 | val_loss: 0.0311747 | Time: 3916.8 ms [2022-04-10 22:14:53 main:574] : INFO : Epoch 1851 | loss: 0.0311438 | val_loss: 0.0311757 | Time: 3895.82 ms [2022-04-10 22:14:57 main:574] : INFO : Epoch 1852 | loss: 0.0311444 | val_loss: 0.0311739 | Time: 3961.07 ms [2022-04-10 22:15:01 main:574] : INFO : Epoch 1853 | loss: 0.0311447 | val_loss: 0.0311738 | Time: 4025.03 ms [2022-04-10 22:15:05 main:574] : INFO : Epoch 1854 | loss: 0.0311436 | val_loss: 0.0311757 | Time: 3949.65 ms [2022-04-10 22:15:09 main:574] : INFO : Epoch 1855 | loss: 0.0311449 | val_loss: 0.0311729 | Time: 3972.19 ms [2022-04-10 22:15:13 main:574] : INFO : Epoch 1856 | loss: 0.031145 | val_loss: 0.0311713 | Time: 3891.02 ms [2022-04-10 22:15:17 main:574] : INFO : Epoch 1857 | loss: 0.031143 | val_loss: 0.0311722 | Time: 3936.72 ms [2022-04-10 22:15:21 main:574] : INFO : Epoch 1858 | loss: 0.0311456 | val_loss: 0.0311785 | Time: 3921.07 ms [2022-04-10 22:15:25 main:574] : INFO : Epoch 1859 | loss: 0.0311462 | val_loss: 0.031191 | Time: 3967.95 ms [2022-04-10 22:15:29 main:574] : INFO : Epoch 1860 | loss: 0.0311448 | val_loss: 0.0311733 | Time: 3895.28 ms [2022-04-10 22:15:33 main:574] : INFO : Epoch 1861 | loss: 0.0311436 | val_loss: 0.0311798 | Time: 3957.35 ms [2022-04-10 22:15:37 main:574] : INFO : Epoch 1862 | loss: 0.0311448 | val_loss: 0.031173 | Time: 3984.83 ms [2022-04-10 22:15:41 main:574] : INFO : Epoch 1863 | loss: 0.0311431 | val_loss: 0.0311734 | Time: 3995.02 ms [2022-04-10 22:15:45 main:574] : INFO : Epoch 1864 | loss: 0.0311458 | val_loss: 0.0311764 | Time: 4037.15 ms [2022-04-10 22:15:49 main:574] : INFO : Epoch 1865 | loss: 0.031145 | val_loss: 0.0311746 | Time: 3930.88 ms [2022-04-10 22:15:53 main:574] : INFO : Epoch 1866 | loss: 0.0311453 | val_loss: 0.0311743 | Time: 3907.78 ms [2022-04-10 22:15:57 main:574] : INFO : Epoch 1867 | loss: 0.031147 | val_loss: 0.0311747 | Time: 3873.05 ms [2022-04-10 22:16:01 main:574] : INFO : Epoch 1868 | loss: 0.0311464 | val_loss: 0.0311774 | Time: 3908.97 ms [2022-04-10 22:16:05 main:574] : INFO : Epoch 1869 | loss: 0.0311535 | val_loss: 0.0311743 | Time: 3918.25 ms [2022-04-10 22:16:08 main:574] : INFO : Epoch 1870 | loss: 0.0311571 | val_loss: 0.0311724 | Time: 3936.67 ms [2022-04-10 22:16:12 main:574] : INFO : Epoch 1871 | loss: 0.0311566 | val_loss: 0.0311724 | Time: 3990.26 ms [2022-04-10 22:16:16 main:574] : INFO : Epoch 1872 | loss: 0.0311554 | val_loss: 0.0311737 | Time: 3967.1 ms [2022-04-10 22:16:20 main:574] : INFO : Epoch 1873 | loss: 0.0311524 | val_loss: 0.0311738 | Time: 3889.85 ms [2022-04-10 22:16:24 main:574] : INFO : Epoch 1874 | loss: 0.0311559 | val_loss: 0.031171 | Time: 3993.16 ms [2022-04-10 22:16:28 main:574] : INFO : Epoch 1875 | loss: 0.0311553 | val_loss: 0.0311709 | Time: 3993.32 ms [2022-04-10 22:16:32 main:574] : INFO : Epoch 1876 | loss: 0.0311542 | val_loss: 0.0311725 | Time: 3979.34 ms [2022-04-10 22:16:36 main:574] : INFO : Epoch 1877 | loss: 0.0311518 | val_loss: 0.0311742 | Time: 3913.16 ms [2022-04-10 22:16:40 main:574] : INFO : Epoch 1878 | loss: 0.0311504 | val_loss: 0.0311731 | Time: 3937.01 ms [2022-04-10 22:16:44 main:574] : INFO : Epoch 1879 | loss: 0.0311494 | val_loss: 0.031174 | Time: 3904.77 ms [2022-04-10 22:16:48 main:574] : INFO : Epoch 1880 | loss: 0.0311501 | val_loss: 0.0311739 | Time: 4037.55 ms [2022-04-10 22:16:52 main:574] : INFO : Epoch 1881 | loss: 0.0311483 | val_loss: 0.0311732 | Time: 4005.2 ms [2022-04-10 22:16:56 main:574] : INFO : Epoch 1882 | loss: 0.0311487 | val_loss: 0.0311755 | Time: 4089.55 ms [2022-04-10 22:17:00 main:574] : INFO : Epoch 1883 | loss: 0.0311503 | val_loss: 0.0311696 | Time: 3956.95 ms [2022-04-10 22:17:04 main:574] : INFO : Epoch 1884 | loss: 0.0311484 | val_loss: 0.0311735 | Time: 3934.24 ms [2022-04-10 22:17:08 main:574] : INFO : Epoch 1885 | loss: 0.03115 | val_loss: 0.0311784 | Time: 3935.77 ms [2022-04-10 22:17:12 main:574] : INFO : Epoch 1886 | loss: 0.0311517 | val_loss: 0.0311823 | Time: 3939.85 ms [2022-04-10 22:17:16 main:574] : INFO : Epoch 1887 | loss: 0.0311535 | val_loss: 0.0311733 | Time: 3953.7 ms [2022-04-10 22:17:20 main:574] : INFO : Epoch 1888 | loss: 0.0311494 | val_loss: 0.0311768 | Time: 3918.33 ms [2022-04-10 22:17:24 main:574] : INFO : Epoch 1889 | loss: 0.0311497 | val_loss: 0.0311737 | Time: 3954.29 ms [2022-04-10 22:17:28 main:574] : INFO : Epoch 1890 | loss: 0.031147 | val_loss: 0.0311767 | Time: 3959.41 ms [2022-04-10 22:17:32 main:574] : INFO : Epoch 1891 | loss: 0.0311478 | val_loss: 0.0311713 | Time: 3977.13 ms [2022-04-10 22:17:36 main:574] : INFO : Epoch 1892 | loss: 0.0311473 | val_loss: 0.0311697 | Time: 3904.96 ms [2022-04-10 22:17:40 main:574] : INFO : Epoch 1893 | loss: 0.031147 | val_loss: 0.0311704 | Time: 3942.62 ms [2022-04-10 22:17:44 main:574] : INFO : Epoch 1894 | loss: 0.0311473 | val_loss: 0.031169 | Time: 3913.82 ms [2022-04-10 22:17:48 main:574] : INFO : Epoch 1895 | loss: 0.0311498 | val_loss: 0.0311769 | Time: 4014.18 ms [2022-04-10 22:17:52 main:574] : INFO : Epoch 1896 | loss: 0.0311456 | val_loss: 0.0311723 | Time: 3872.24 ms [2022-04-10 22:17:55 main:574] : INFO : Epoch 1897 | loss: 0.0311474 | val_loss: 0.0311737 | Time: 3979.35 ms [2022-04-10 22:17:59 main:574] : INFO : Epoch 1898 | loss: 0.0311491 | val_loss: 0.0311846 | Time: 3957.79 ms [2022-04-10 22:18:03 main:574] : INFO : Epoch 1899 | loss: 0.0311505 | val_loss: 0.031171 | Time: 3970.17 ms [2022-04-10 22:18:07 main:574] : INFO : Epoch 1900 | loss: 0.031144 | val_loss: 0.0311771 | Time: 3978.68 ms [2022-04-10 22:18:11 main:574] : INFO : Epoch 1901 | loss: 0.0311433 | val_loss: 0.031171 | Time: 3929.77 ms [2022-04-10 22:18:15 main:574] : INFO : Epoch 1902 | loss: 0.031144 | val_loss: 0.0311733 | Time: 3883.6 ms [2022-04-10 22:18:19 main:574] : INFO : Epoch 1903 | loss: 0.0311428 | val_loss: 0.0311782 | Time: 3884.93 ms [2022-04-10 22:18:23 main:574] : INFO : Epoch 1904 | loss: 0.0311423 | val_loss: 0.0311743 | Time: 3921.73 ms [2022-04-10 22:18:27 main:574] : INFO : Epoch 1905 | loss: 0.0311415 | val_loss: 0.0311708 | Time: 3903.37 ms [2022-04-10 22:18:31 main:574] : INFO : Epoch 1906 | loss: 0.0311433 | val_loss: 0.0311802 | Time: 3922.34 ms [2022-04-10 22:18:35 main:574] : INFO : Epoch 1907 | loss: 0.0311429 | val_loss: 0.0311743 | Time: 3874.7 ms [2022-04-10 22:18:39 main:574] : INFO : Epoch 1908 | loss: 0.0311478 | val_loss: 0.0311803 | Time: 3932.02 ms [2022-04-10 22:18:43 main:574] : INFO : Epoch 1909 | loss: 0.0311514 | val_loss: 0.0311727 | Time: 3945.13 ms [2022-04-10 22:18:47 main:574] : INFO : Epoch 1910 | loss: 0.0311502 | val_loss: 0.0311739 | Time: 3881.13 ms [2022-04-10 22:18:50 main:574] : INFO : Epoch 1911 | loss: 0.0311467 | val_loss: 0.0311759 | Time: 3944.26 ms [2022-04-10 22:18:54 main:574] : INFO : Epoch 1912 | loss: 0.0311466 | val_loss: 0.0311723 | Time: 3904.21 ms [2022-04-10 22:18:58 main:574] : INFO : Epoch 1913 | loss: 0.0311451 | val_loss: 0.0311739 | Time: 3909.98 ms [2022-04-10 22:19:02 main:574] : INFO : Epoch 1914 | loss: 0.0311447 | val_loss: 0.0311767 | Time: 4052.48 ms [2022-04-10 22:19:06 main:574] : INFO : Epoch 1915 | loss: 0.0311447 | val_loss: 0.0311723 | Time: 4017.83 ms [2022-04-10 22:19:10 main:574] : INFO : Epoch 1916 | loss: 0.0311448 | val_loss: 0.0311769 | Time: 3898.47 ms [2022-04-10 22:19:14 main:574] : INFO : Epoch 1917 | loss: 0.031144 | val_loss: 0.0311771 | Time: 3866.89 ms [2022-04-10 22:19:18 main:574] : INFO : Epoch 1918 | loss: 0.0311423 | val_loss: 0.031173 | Time: 3884.77 ms [2022-04-10 22:19:22 main:574] : INFO : Epoch 1919 | loss: 0.0311432 | val_loss: 0.0311779 | Time: 3934.87 ms [2022-04-10 22:19:26 main:574] : INFO : Epoch 1920 | loss: 0.0311424 | val_loss: 0.0311741 | Time: 3855.79 ms [2022-04-10 22:19:30 main:574] : INFO : Epoch 1921 | loss: 0.0311428 | val_loss: 0.0311727 | Time: 3849.82 ms [2022-04-10 22:19:34 main:574] : INFO : Epoch 1922 | loss: 0.0311433 | val_loss: 0.0311722 | Time: 3954.03 ms [2022-04-10 22:19:38 main:574] : INFO : Epoch 1923 | loss: 0.0311464 | val_loss: 0.0311872 | Time: 3912.54 ms [2022-04-10 22:19:41 main:574] : INFO : Epoch 1924 | loss: 0.0311447 | val_loss: 0.0311756 | Time: 3879.59 ms [2022-04-10 22:19:45 main:574] : INFO : Epoch 1925 | loss: 0.0311419 | val_loss: 0.0311745 | Time: 3882.77 ms [2022-04-10 22:19:49 main:574] : INFO : Epoch 1926 | loss: 0.0311416 | val_loss: 0.0311819 | Time: 3924.51 ms [2022-04-10 22:19:53 main:574] : INFO : Epoch 1927 | loss: 0.0311436 | val_loss: 0.0311713 | Time: 3877.21 ms [2022-04-10 22:19:57 main:574] : INFO : Epoch 1928 | loss: 0.0311429 | val_loss: 0.0311784 | Time: 3888.45 ms [2022-04-10 22:20:01 main:574] : INFO : Epoch 1929 | loss: 0.0311431 | val_loss: 0.0311741 | Time: 3880.5 ms [2022-04-10 22:20:05 main:574] : INFO : Epoch 1930 | loss: 0.0311417 | val_loss: 0.0311744 | Time: 3980.37 ms [2022-04-10 22:20:09 main:574] : INFO : Epoch 1931 | loss: 0.0311411 | val_loss: 0.0311707 | Time: 3983.07 ms [2022-04-10 22:20:13 main:574] : INFO : Epoch 1932 | loss: 0.0311429 | val_loss: 0.0311721 | Time: 3912.37 ms [2022-04-10 22:20:17 main:574] : INFO : Epoch 1933 | loss: 0.0311415 | val_loss: 0.0311778 | Time: 3912.22 ms [2022-04-10 22:20:21 main:574] : INFO : Epoch 1934 | loss: 0.0311432 | val_loss: 0.0311759 | Time: 3907.67 ms [2022-04-10 22:20:25 main:574] : INFO : Epoch 1935 | loss: 0.0311414 | val_loss: 0.0311752 | Time: 3963.16 ms [2022-04-10 22:20:29 main:574] : INFO : Epoch 1936 | loss: 0.0311408 | val_loss: 0.031177 | Time: 3918.4 ms [2022-04-10 22:20:32 main:574] : INFO : Epoch 1937 | loss: 0.0311422 | val_loss: 0.0311743 | Time: 3881.03 ms [2022-04-10 22:20:36 main:574] : INFO : Epoch 1938 | loss: 0.0311404 | val_loss: 0.0311762 | Time: 3913.33 ms [2022-04-10 22:20:40 main:574] : INFO : Epoch 1939 | loss: 0.0311425 | val_loss: 0.0311831 | Time: 3903.76 ms [2022-04-10 22:20:44 main:574] : INFO : Epoch 1940 | loss: 0.0311429 | val_loss: 0.0311753 | Time: 3896.63 ms [2022-04-10 22:20:48 main:574] : INFO : Epoch 1941 | loss: 0.0311418 | val_loss: 0.0311936 | Time: 3936.09 ms [2022-04-10 22:20:52 main:574] : INFO : Epoch 1942 | loss: 0.0311454 | val_loss: 0.0311733 | Time: 3903.61 ms [2022-04-10 22:20:56 main:574] : INFO : Epoch 1943 | loss: 0.0311416 | val_loss: 0.0311785 | Time: 3934.03 ms [2022-04-10 22:21:00 main:574] : INFO : Epoch 1944 | loss: 0.0311444 | val_loss: 0.0311858 | Time: 3914.15 ms [2022-04-10 22:21:04 main:574] : INFO : Epoch 1945 | loss: 0.031148 | val_loss: 0.0311694 | Time: 3909.62 ms [2022-04-10 22:21:08 main:574] : INFO : Epoch 1946 | loss: 0.0311453 | val_loss: 0.0311796 | Time: 3944.7 ms [2022-04-10 22:21:12 main:574] : INFO : Epoch 1947 | loss: 0.0311431 | val_loss: 0.0311777 | Time: 3914.9 ms [2022-04-10 22:21:16 main:574] : INFO : Epoch 1948 | loss: 0.0311431 | val_loss: 0.0311775 | Time: 3938.83 ms [2022-04-10 22:21:20 main:574] : INFO : Epoch 1949 | loss: 0.0311417 | val_loss: 0.0311811 | Time: 3981.5 ms [2022-04-10 22:21:24 main:574] : INFO : Epoch 1950 | loss: 0.0311417 | val_loss: 0.0311714 | Time: 3918.08 ms [2022-04-10 22:21:27 main:574] : INFO : Epoch 1951 | loss: 0.0311413 | val_loss: 0.0311788 | Time: 3922.6 ms [2022-04-10 22:21:31 main:574] : INFO : Epoch 1952 | loss: 0.0311416 | val_loss: 0.0311775 | Time: 3883.15 ms [2022-04-10 22:21:35 main:574] : INFO : Epoch 1953 | loss: 0.0311434 | val_loss: 0.0311721 | Time: 3913 ms [2022-04-10 22:21:39 main:574] : INFO : Epoch 1954 | loss: 0.0311444 | val_loss: 0.0311768 | Time: 3844.55 ms [2022-04-10 22:21:43 main:574] : INFO : Epoch 1955 | loss: 0.031148 | val_loss: 0.0311715 | Time: 3867.36 ms [2022-04-10 22:21:47 main:574] : INFO : Epoch 1956 | loss: 0.0311551 | val_loss: 0.0311718 | Time: 3909.44 ms [2022-04-10 22:21:51 main:574] : INFO : Epoch 1957 | loss: 0.0311559 | val_loss: 0.0311733 | Time: 3897.53 ms [2022-04-10 22:21:55 main:574] : INFO : Epoch 1958 | loss: 0.0311546 | val_loss: 0.0311741 | Time: 3918.82 ms [2022-04-10 22:21:59 main:574] : INFO : Epoch 1959 | loss: 0.031155 | val_loss: 0.0311792 | Time: 3943.29 ms [2022-04-10 22:22:03 main:574] : INFO : Epoch 1960 | loss: 0.0311525 | val_loss: 0.0311727 | Time: 3902.65 ms [2022-04-10 22:22:06 main:574] : INFO : Epoch 1961 | loss: 0.0311538 | val_loss: 0.0311735 | Time: 3895.75 ms [2022-04-10 22:22:10 main:574] : INFO : Epoch 1962 | loss: 0.0311488 | val_loss: 0.0311738 | Time: 3896.54 ms [2022-04-10 22:22:14 main:574] : INFO : Epoch 1963 | loss: 0.0311514 | val_loss: 0.0311743 | Time: 3881.27 ms [2022-04-10 22:22:18 main:574] : INFO : Epoch 1964 | loss: 0.0311523 | val_loss: 0.0311746 | Time: 3897.88 ms [2022-04-10 22:22:22 main:574] : INFO : Epoch 1965 | loss: 0.0311507 | val_loss: 0.031176 | Time: 4019.79 ms [2022-04-10 22:22:26 main:574] : INFO : Epoch 1966 | loss: 0.0311519 | val_loss: 0.0311738 | Time: 3942.24 ms [2022-04-10 22:22:30 main:574] : INFO : Epoch 1967 | loss: 0.031153 | val_loss: 0.0311794 | Time: 3908.46 ms [2022-04-10 22:22:34 main:574] : INFO : Epoch 1968 | loss: 0.0311535 | val_loss: 0.031175 | Time: 3947.5 ms [2022-04-10 22:22:38 main:574] : INFO : Epoch 1969 | loss: 0.0311543 | val_loss: 0.0311722 | Time: 3952.7 ms [2022-04-10 22:22:42 main:574] : INFO : Epoch 1970 | loss: 0.0311505 | val_loss: 0.0311747 | Time: 3903.45 ms [2022-04-10 22:22:46 main:574] : INFO : Epoch 1971 | loss: 0.0311487 | val_loss: 0.0311799 | Time: 3892.03 ms [2022-04-10 22:22:50 main:574] : INFO : Epoch 1972 | loss: 0.0311489 | val_loss: 0.0311799 | Time: 3888.4 ms [2022-04-10 22:22:54 main:574] : INFO : Epoch 1973 | loss: 0.0311486 | val_loss: 0.0311762 | Time: 3904.62 ms [2022-04-10 22:22:58 main:574] : INFO : Epoch 1974 | loss: 0.0311475 | val_loss: 0.0311759 | Time: 3935.76 ms [2022-04-10 22:23:01 main:574] : INFO : Epoch 1975 | loss: 0.0311465 | val_loss: 0.0311731 | Time: 3874.33 ms [2022-04-10 22:23:05 main:574] : INFO : Epoch 1976 | loss: 0.0311466 | val_loss: 0.031172 | Time: 3882.46 ms [2022-04-10 22:23:09 main:574] : INFO : Epoch 1977 | loss: 0.0311453 | val_loss: 0.0311727 | Time: 3903.31 ms [2022-04-10 22:23:13 main:574] : INFO : Epoch 1978 | loss: 0.0311459 | val_loss: 0.0311777 | Time: 3870.87 ms [2022-04-10 22:23:17 main:574] : INFO : Epoch 1979 | loss: 0.031147 | val_loss: 0.031175 | Time: 3936.03 ms [2022-04-10 22:23:21 main:574] : INFO : Epoch 1980 | loss: 0.0311466 | val_loss: 0.0311755 | Time: 3947.87 ms [2022-04-10 22:23:25 main:574] : INFO : Epoch 1981 | loss: 0.0311476 | val_loss: 0.0311755 | Time: 3940.24 ms [2022-04-10 22:23:29 main:574] : INFO : Epoch 1982 | loss: 0.031146 | val_loss: 0.0311742 | Time: 3923.5 ms [2022-04-10 22:23:33 main:574] : INFO : Epoch 1983 | loss: 0.0311457 | val_loss: 0.0311731 | Time: 3924.21 ms [2022-04-10 22:23:37 main:574] : INFO : Epoch 1984 | loss: 0.0311447 | val_loss: 0.0311754 | Time: 3985.07 ms [2022-04-10 22:23:41 main:574] : INFO : Epoch 1985 | loss: 0.0311437 | val_loss: 0.031174 | Time: 3916.43 ms [2022-04-10 22:23:45 main:574] : INFO : Epoch 1986 | loss: 0.0311452 | val_loss: 0.0311812 | Time: 3888.41 ms [2022-04-10 22:23:48 main:574] : INFO : Epoch 1987 | loss: 0.0311468 | val_loss: 0.031181 | Time: 3887.46 ms [2022-04-10 22:23:52 main:574] : INFO : Epoch 1988 | loss: 0.0311465 | val_loss: 0.0311771 | Time: 3890.26 ms [2022-04-10 22:23:56 main:574] : INFO : Epoch 1989 | loss: 0.0311532 | val_loss: 0.0311756 | Time: 3875.86 ms [2022-04-10 22:24:00 main:574] : INFO : Epoch 1990 | loss: 0.0311539 | val_loss: 0.0311776 | Time: 3867.61 ms [2022-04-10 22:24:04 main:574] : INFO : Epoch 1991 | loss: 0.0311522 | val_loss: 0.0311801 | Time: 3883.25 ms [2022-04-10 22:24:08 main:574] : INFO : Epoch 1992 | loss: 0.0311592 | val_loss: 0.0311774 | Time: 3915.98 ms [2022-04-10 22:24:12 main:574] : INFO : Epoch 1993 | loss: 0.0311547 | val_loss: 0.0311777 | Time: 3858.61 ms [2022-04-10 22:24:16 main:574] : INFO : Epoch 1994 | loss: 0.0311525 | val_loss: 0.0311702 | Time: 3899.49 ms [2022-04-10 22:24:20 main:574] : INFO : Epoch 1995 | loss: 0.0311514 | val_loss: 0.0311746 | Time: 3990.2 ms [2022-04-10 22:24:24 main:574] : INFO : Epoch 1996 | loss: 0.03115 | val_loss: 0.0311734 | Time: 3874.2 ms [2022-04-10 22:24:27 main:574] : INFO : Epoch 1997 | loss: 0.0311513 | val_loss: 0.0311737 | Time: 3929.92 ms [2022-04-10 22:24:31 main:574] : INFO : Epoch 1998 | loss: 0.0311495 | val_loss: 0.0311739 | Time: 3897.22 ms [2022-04-10 22:24:35 main:574] : INFO : Epoch 1999 | loss: 0.0311507 | val_loss: 0.03117 | Time: 4088.63 ms [2022-04-10 22:24:39 main:574] : INFO : Epoch 2000 | loss: 0.0311511 | val_loss: 0.0311741 | Time: 3974.15 ms [2022-04-10 22:24:43 main:574] : INFO : Epoch 2001 | loss: 0.0311485 | val_loss: 0.0311787 | Time: 3846.46 ms [2022-04-10 22:24:47 main:574] : INFO : Epoch 2002 | loss: 0.0311483 | val_loss: 0.031175 | Time: 3873.64 ms [2022-04-10 22:24:51 main:574] : INFO : Epoch 2003 | loss: 0.0311472 | val_loss: 0.0311741 | Time: 3895.71 ms [2022-04-10 22:24:55 main:574] : INFO : Epoch 2004 | loss: 0.0311465 | val_loss: 0.031178 | Time: 3944.85 ms [2022-04-10 22:24:59 main:574] : INFO : Epoch 2005 | loss: 0.031146 | val_loss: 0.0311733 | Time: 3863.3 ms [2022-04-10 22:25:03 main:574] : INFO : Epoch 2006 | loss: 0.0311489 | val_loss: 0.0311751 | Time: 3987.93 ms [2022-04-10 22:25:07 main:574] : INFO : Epoch 2007 | loss: 0.0311477 | val_loss: 0.0311782 | Time: 3868.89 ms [2022-04-10 22:25:11 main:574] : INFO : Epoch 2008 | loss: 0.0311489 | val_loss: 0.0311764 | Time: 3900.32 ms [2022-04-10 22:25:15 main:574] : INFO : Epoch 2009 | loss: 0.03115 | val_loss: 0.0311794 | Time: 3946.85 ms [2022-04-10 22:25:19 main:574] : INFO : Epoch 2010 | loss: 0.0311512 | val_loss: 0.0311768 | Time: 3984.81 ms [2022-04-10 22:25:23 main:574] : INFO : Epoch 2011 | loss: 0.0311495 | val_loss: 0.0311825 | Time: 3874.72 ms [2022-04-10 22:25:26 main:574] : INFO : Epoch 2012 | loss: 0.0311473 | val_loss: 0.0311793 | Time: 3943.87 ms [2022-04-10 22:25:30 main:574] : INFO : Epoch 2013 | loss: 0.0311469 | val_loss: 0.0311765 | Time: 3928.53 ms [2022-04-10 22:25:34 main:574] : INFO : Epoch 2014 | loss: 0.031149 | val_loss: 0.0311808 | Time: 3963.83 ms [2022-04-10 22:25:38 main:574] : INFO : Epoch 2015 | loss: 0.0311461 | val_loss: 0.0311801 | Time: 4014.15 ms [2022-04-10 22:25:42 main:574] : INFO : Epoch 2016 | loss: 0.0311471 | val_loss: 0.0311771 | Time: 3933.97 ms [2022-04-10 22:25:46 main:574] : INFO : Epoch 2017 | loss: 0.0311444 | val_loss: 0.031182 | Time: 4030.43 ms [2022-04-10 22:25:50 main:574] : INFO : Epoch 2018 | loss: 0.0311439 | val_loss: 0.0311821 | Time: 3885.49 ms [2022-04-10 22:25:54 main:574] : INFO : Epoch 2019 | loss: 0.031145 | val_loss: 0.0311839 | Time: 3876.39 ms [2022-04-10 22:25:58 main:574] : INFO : Epoch 2020 | loss: 0.0311455 | val_loss: 0.0311808 | Time: 3861.54 ms [2022-04-10 22:26:02 main:574] : INFO : Epoch 2021 | loss: 0.031143 | val_loss: 0.0311793 | Time: 3901.55 ms [2022-04-10 22:26:06 main:574] : INFO : Epoch 2022 | loss: 0.0311471 | val_loss: 0.0311812 | Time: 3846.79 ms [2022-04-10 22:26:10 main:574] : INFO : Epoch 2023 | loss: 0.0311478 | val_loss: 0.0311761 | Time: 3906.38 ms [2022-04-10 22:26:14 main:574] : INFO : Epoch 2024 | loss: 0.0311465 | val_loss: 0.0311809 | Time: 3916.32 ms [2022-04-10 22:26:18 main:574] : INFO : Epoch 2025 | loss: 0.0311466 | val_loss: 0.031179 | Time: 3944.15 ms [2022-04-10 22:26:21 main:574] : INFO : Epoch 2026 | loss: 0.0311462 | val_loss: 0.0311836 | Time: 3938.4 ms [2022-04-10 22:26:25 main:574] : INFO : Epoch 2027 | loss: 0.0311488 | val_loss: 0.0311787 | Time: 3881.94 ms [2022-04-10 22:26:29 main:574] : INFO : Epoch 2028 | loss: 0.0311474 | val_loss: 0.0311764 | Time: 3929.65 ms [2022-04-10 22:26:33 main:574] : INFO : Epoch 2029 | loss: 0.0311454 | val_loss: 0.0311751 | Time: 3928.39 ms [2022-04-10 22:26:37 main:574] : INFO : Epoch 2030 | loss: 0.0311457 | val_loss: 0.0311761 | Time: 3903.49 ms [2022-04-10 22:26:41 main:574] : INFO : Epoch 2031 | loss: 0.0311513 | val_loss: 0.0311737 | Time: 3883.23 ms [2022-04-10 22:26:45 main:574] : INFO : Epoch 2032 | loss: 0.0311549 | val_loss: 0.0311879 | Time: 3898.7 ms [2022-04-10 22:26:49 main:574] : INFO : Epoch 2033 | loss: 0.0311542 | val_loss: 0.0311799 | Time: 3932.32 ms [2022-04-10 22:26:53 main:574] : INFO : Epoch 2034 | loss: 0.0311494 | val_loss: 0.0311747 | Time: 3973.26 ms [2022-04-10 22:26:57 main:574] : INFO : Epoch 2035 | loss: 0.0311492 | val_loss: 0.0311788 | Time: 3915.27 ms [2022-04-10 22:27:01 main:574] : INFO : Epoch 2036 | loss: 0.0311509 | val_loss: 0.0311833 | Time: 3894.82 ms [2022-04-10 22:27:05 main:574] : INFO : Epoch 2037 | loss: 0.0311483 | val_loss: 0.0311759 | Time: 3909.96 ms [2022-04-10 22:27:08 main:574] : INFO : Epoch 2038 | loss: 0.0311466 | val_loss: 0.0311778 | Time: 3890.53 ms [2022-04-10 22:27:12 main:574] : INFO : Epoch 2039 | loss: 0.0311488 | val_loss: 0.0311734 | Time: 3932.91 ms [2022-04-10 22:27:16 main:574] : INFO : Epoch 2040 | loss: 0.0311471 | val_loss: 0.0311755 | Time: 3954.72 ms [2022-04-10 22:27:20 main:574] : INFO : Epoch 2041 | loss: 0.0311445 | val_loss: 0.0311768 | Time: 3963.77 ms [2022-04-10 22:27:24 main:574] : INFO : Epoch 2042 | loss: 0.0311479 | val_loss: 0.0311837 | Time: 3880.66 ms [2022-04-10 22:27:28 main:574] : INFO : Epoch 2043 | loss: 0.0311504 | val_loss: 0.0311777 | Time: 3879.68 ms [2022-04-10 22:27:32 main:574] : INFO : Epoch 2044 | loss: 0.031144 | val_loss: 0.0311802 | Time: 3925.48 ms [2022-04-10 22:27:36 main:574] : INFO : Epoch 2045 | loss: 0.0311434 | val_loss: 0.0311802 | Time: 3959.02 ms [2022-04-10 22:27:40 main:574] : INFO : Epoch 2046 | loss: 0.0311458 | val_loss: 0.0311806 | Time: 3865.39 ms [2022-04-10 22:27:44 main:574] : INFO : Epoch 2047 | loss: 0.0311448 | val_loss: 0.0311771 | Time: 3892.43 ms [2022-04-10 22:27:48 main:574] : INFO : Epoch 2048 | loss: 0.0311551 | val_loss: 0.0311767 | Time: 3899.77 ms [2022-04-10 22:27:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311767 [2022-04-10 22:27:48 main:603] : INFO : Saving end state to config to file [2022-04-10 22:27:48 main:608] : INFO : Success, exiting.. 22:27:48 (65812): 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)