Task 11005004
| Name | ParityModified-1639965681-14649-2-0_0 |
| Workunit | 8292087 |
| Created | 25 Jan 2022, 3:36:20 UTC |
| Sent | 10 Feb 2022, 10:14:30 UTC |
| Report deadline | 18 Feb 2022, 10:14:30 UTC |
| Received | 10 Feb 2022, 12:42:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9656 |
| Run time | 1 hours 46 min 42 sec |
| CPU time | 1 hours 46 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311499 | val_loss: 0.0311729 | Time: 3100.07 ms [2022-02-10 12:45:14 main:574] : INFO : Epoch 1543 | loss: 0.0311504 | val_loss: 0.031173 | Time: 3110.1 ms [2022-02-10 12:45:17 main:574] : INFO : Epoch 1544 | loss: 0.0311495 | val_loss: 0.0311755 | Time: 3120.79 ms [2022-02-10 12:45:20 main:574] : INFO : Epoch 1545 | loss: 0.0311486 | val_loss: 0.0311709 | Time: 3122.96 ms [2022-02-10 12:45:23 main:574] : INFO : Epoch 1546 | loss: 0.0311484 | val_loss: 0.0311714 | Time: 3119.34 ms [2022-02-10 12:45:26 main:574] : INFO : Epoch 1547 | loss: 0.0311481 | val_loss: 0.0311749 | Time: 3145.94 ms [2022-02-10 12:45:29 main:574] : INFO : Epoch 1548 | loss: 0.0311483 | val_loss: 0.0311717 | Time: 3125.87 ms [2022-02-10 12:45:33 main:574] : INFO : Epoch 1549 | loss: 0.0311472 | val_loss: 0.0311753 | Time: 3113.38 ms [2022-02-10 12:45:36 main:574] : INFO : Epoch 1550 | loss: 0.0311476 | val_loss: 0.0311718 | Time: 3106.92 ms [2022-02-10 12:45:39 main:574] : INFO : Epoch 1551 | loss: 0.0311526 | val_loss: 0.0311795 | Time: 3121.16 ms [2022-02-10 12:45:42 main:574] : INFO : Epoch 1552 | loss: 0.0311522 | val_loss: 0.0311785 | Time: 3125.8 ms [2022-02-10 12:45:45 main:574] : INFO : Epoch 1553 | loss: 0.0311503 | val_loss: 0.0311801 | Time: 3118.79 ms [2022-02-10 12:45:48 main:574] : INFO : Epoch 1554 | loss: 0.03115 | val_loss: 0.0311758 | Time: 3113.35 ms [2022-02-10 12:45:51 main:574] : INFO : Epoch 1555 | loss: 0.0311488 | val_loss: 0.0311767 | Time: 3106.69 ms [2022-02-10 12:45:54 main:574] : INFO : Epoch 1556 | loss: 0.0311538 | val_loss: 0.0311744 | Time: 3127.33 ms [2022-02-10 12:45:58 main:574] : INFO : Epoch 1557 | loss: 0.0311481 | val_loss: 0.0311782 | Time: 3133.07 ms [2022-02-10 12:46:01 main:574] : INFO : Epoch 1558 | loss: 0.0311486 | val_loss: 0.0311748 | Time: 3131.9 ms [2022-02-10 12:46:04 main:574] : INFO : Epoch 1559 | loss: 0.0311489 | val_loss: 0.0311782 | Time: 3124.89 ms [2022-02-10 12:46:07 main:574] : INFO : Epoch 1560 | loss: 0.0311502 | val_loss: 0.0311728 | Time: 3131.61 ms [2022-02-10 12:46:10 main:574] : INFO : Epoch 1561 | loss: 0.0311485 | val_loss: 0.0311762 | Time: 3120.34 ms [2022-02-10 12:46:13 main:574] : INFO : Epoch 1562 | loss: 0.0311491 | val_loss: 0.031188 | Time: 3107.71 ms [2022-02-10 12:46:16 main:574] : INFO : Epoch 1563 | loss: 0.0311536 | val_loss: 0.0311904 | Time: 3119.85 ms [2022-02-10 12:46:19 main:574] : INFO : Epoch 1564 | loss: 0.0311527 | val_loss: 0.031173 | Time: 3112.72 ms [2022-02-10 12:46:23 main:574] : INFO : Epoch 1565 | loss: 0.0311458 | val_loss: 0.0311813 | Time: 3129.01 ms [2022-02-10 12:46:26 main:574] : INFO : Epoch 1566 | loss: 0.0311485 | val_loss: 0.0311759 | Time: 3116.45 ms [2022-02-10 12:46:29 main:574] : INFO : Epoch 1567 | loss: 0.0311484 | val_loss: 0.0311801 | Time: 3130.04 ms [2022-02-10 12:46:32 main:574] : INFO : Epoch 1568 | loss: 0.0311477 | val_loss: 0.0311718 | Time: 3114.33 ms [2022-02-10 12:46:35 main:574] : INFO : Epoch 1569 | loss: 0.0311502 | val_loss: 0.031179 | Time: 3099.78 ms [2022-02-10 12:46:38 main:574] : INFO : Epoch 1570 | loss: 0.0311478 | val_loss: 0.0311811 | Time: 3122.64 ms [2022-02-10 12:46:41 main:574] : INFO : Epoch 1571 | loss: 0.0311463 | val_loss: 0.0311702 | Time: 3124.79 ms [2022-02-10 12:46:44 main:574] : INFO : Epoch 1572 | loss: 0.0311486 | val_loss: 0.0311726 | Time: 3108.96 ms [2022-02-10 12:46:48 main:574] : INFO : Epoch 1573 | loss: 0.0311502 | val_loss: 0.031175 | Time: 3108.01 ms [2022-02-10 12:46:51 main:574] : INFO : Epoch 1574 | loss: 0.031151 | val_loss: 0.0311747 | Time: 3131.29 ms [2022-02-10 12:46:54 main:574] : INFO : Epoch 1575 | loss: 0.0311472 | val_loss: 0.0311746 | Time: 3130.06 ms [2022-02-10 12:46:57 main:574] : INFO : Epoch 1576 | loss: 0.0311485 | val_loss: 0.0311731 | Time: 3113.23 ms [2022-02-10 12:47:00 main:574] : INFO : Epoch 1577 | loss: 0.0311503 | val_loss: 0.0311731 | Time: 3122.34 ms [2022-02-10 12:47:03 main:574] : INFO : Epoch 1578 | loss: 0.0311484 | val_loss: 0.0311734 | Time: 3127.41 ms [2022-02-10 12:47:06 main:574] : INFO : Epoch 1579 | loss: 0.0311499 | val_loss: 0.0311781 | Time: 3121.03 ms [2022-02-10 12:47:09 main:574] : INFO : Epoch 1580 | loss: 0.0311492 | val_loss: 0.0311806 | Time: 3124.88 ms [2022-02-10 12:47:13 main:574] : INFO : Epoch 1581 | loss: 0.0311469 | val_loss: 0.0311726 | Time: 3114.7 ms [2022-02-10 12:47:16 main:574] : INFO : Epoch 1582 | loss: 0.0311452 | val_loss: 0.0311749 | Time: 3113.42 ms [2022-02-10 12:47:19 main:574] : INFO : Epoch 1583 | loss: 0.0311477 | val_loss: 0.0311792 | Time: 3113.79 ms [2022-02-10 12:47:22 main:574] : INFO : Epoch 1584 | loss: 0.0311461 | val_loss: 0.0311745 | Time: 3127.12 ms [2022-02-10 12:47:25 main:574] : INFO : Epoch 1585 | loss: 0.0311455 | val_loss: 0.031177 | Time: 3118.09 ms [2022-02-10 12:47:28 main:574] : INFO : Epoch 1586 | loss: 0.0311442 | val_loss: 0.0311783 | Time: 3118.31 ms [2022-02-10 12:47:31 main:574] : INFO : Epoch 1587 | loss: 0.0311444 | val_loss: 0.0311752 | Time: 3121.17 ms [2022-02-10 12:47:34 main:574] : INFO : Epoch 1588 | loss: 0.0311473 | val_loss: 0.0311832 | Time: 3129.53 ms [2022-02-10 12:47:38 main:574] : INFO : Epoch 1589 | loss: 0.0311472 | val_loss: 0.0311758 | Time: 3127.22 ms [2022-02-10 12:47:41 main:574] : INFO : Epoch 1590 | loss: 0.0311467 | val_loss: 0.0311735 | Time: 3104.96 ms [2022-02-10 12:47:44 main:574] : INFO : Epoch 1591 | loss: 0.0311493 | val_loss: 0.031183 | Time: 3120.65 ms [2022-02-10 12:47:47 main:574] : INFO : Epoch 1592 | loss: 0.0311491 | val_loss: 0.0311771 | Time: 3104.53 ms [2022-02-10 12:47:50 main:574] : INFO : Epoch 1593 | loss: 0.0311486 | val_loss: 0.0311801 | Time: 3110.54 ms [2022-02-10 12:47:53 main:574] : INFO : Epoch 1594 | loss: 0.0311524 | val_loss: 0.031181 | Time: 3125.49 ms [2022-02-10 12:47:56 main:574] : INFO : Epoch 1595 | loss: 0.031156 | val_loss: 0.031176 | Time: 3132.73 ms [2022-02-10 12:47:59 main:574] : INFO : Epoch 1596 | loss: 0.0311544 | val_loss: 0.0311722 | Time: 3113.43 ms [2022-02-10 12:48:03 main:574] : INFO : Epoch 1597 | loss: 0.0311494 | val_loss: 0.0311769 | Time: 3122.15 ms [2022-02-10 12:48:06 main:574] : INFO : Epoch 1598 | loss: 0.0311498 | val_loss: 0.0311734 | Time: 3116.78 ms [2022-02-10 12:48:09 main:574] : INFO : Epoch 1599 | loss: 0.031152 | val_loss: 0.0311695 | Time: 3120.37 ms [2022-02-10 12:48:12 main:574] : INFO : Epoch 1600 | loss: 0.0311524 | val_loss: 0.0311733 | Time: 3120.04 ms [2022-02-10 12:48:15 main:574] : INFO : Epoch 1601 | loss: 0.0311516 | val_loss: 0.0311739 | Time: 3117.93 ms [2022-02-10 12:48:18 main:574] : INFO : Epoch 1602 | loss: 0.0311513 | val_loss: 0.0311684 | Time: 3119.34 ms [2022-02-10 12:48:21 main:574] : INFO : Epoch 1603 | loss: 0.0311557 | val_loss: 0.0311736 | Time: 3127.44 ms [2022-02-10 12:48:24 main:574] : INFO : Epoch 1604 | loss: 0.0311523 | val_loss: 0.0311773 | Time: 3120.49 ms [2022-02-10 12:48:28 main:574] : INFO : Epoch 1605 | loss: 0.0311524 | val_loss: 0.0311762 | Time: 3122.66 ms [2022-02-10 12:48:31 main:574] : INFO : Epoch 1606 | loss: 0.0311527 | val_loss: 0.0311724 | Time: 3133.29 ms [2022-02-10 12:48:34 main:574] : INFO : Epoch 1607 | loss: 0.0311494 | val_loss: 0.0311721 | Time: 3118.02 ms [2022-02-10 12:48:37 main:574] : INFO : Epoch 1608 | loss: 0.0311496 | val_loss: 0.0311778 | Time: 3129.12 ms [2022-02-10 12:48:40 main:574] : INFO : Epoch 1609 | loss: 0.0311515 | val_loss: 0.0311824 | Time: 3106.08 ms [2022-02-10 12:48:43 main:574] : INFO : Epoch 1610 | loss: 0.0311518 | val_loss: 0.0311715 | Time: 3100.27 ms [2022-02-10 12:48:46 main:574] : INFO : Epoch 1611 | loss: 0.0311487 | val_loss: 0.0311719 | Time: 3115.64 ms [2022-02-10 12:48:49 main:574] : INFO : Epoch 1612 | loss: 0.0311498 | val_loss: 0.0311732 | Time: 3132.7 ms [2022-02-10 12:48:53 main:574] : INFO : Epoch 1613 | loss: 0.0311518 | val_loss: 0.0311734 | Time: 3121.07 ms [2022-02-10 12:48:56 main:574] : INFO : Epoch 1614 | loss: 0.0311522 | val_loss: 0.0311718 | Time: 3122.62 ms [2022-02-10 12:48:59 main:574] : INFO : Epoch 1615 | loss: 0.0311524 | val_loss: 0.0311743 | Time: 3122.25 ms [2022-02-10 12:49:02 main:574] : INFO : Epoch 1616 | loss: 0.0311478 | val_loss: 0.031174 | Time: 3134.01 ms [2022-02-10 12:49:05 main:574] : INFO : Epoch 1617 | loss: 0.0311487 | val_loss: 0.0311764 | Time: 3144.38 ms [2022-02-10 12:49:08 main:574] : INFO : Epoch 1618 | loss: 0.0311482 | val_loss: 0.0311727 | Time: 3096.62 ms [2022-02-10 12:49:11 main:574] : INFO : Epoch 1619 | loss: 0.0311467 | val_loss: 0.0311742 | Time: 3106.45 ms [2022-02-10 12:49:14 main:574] : INFO : Epoch 1620 | loss: 0.0311462 | val_loss: 0.031175 | Time: 3126.65 ms [2022-02-10 12:49:18 main:574] : INFO : Epoch 1621 | loss: 0.0311453 | val_loss: 0.0311753 | Time: 3128.89 ms [2022-02-10 12:49:21 main:574] : INFO : Epoch 1622 | loss: 0.0311469 | val_loss: 0.0311762 | Time: 3118.09 ms [2022-02-10 12:49:24 main:574] : INFO : Epoch 1623 | loss: 0.0311471 | val_loss: 0.0311764 | Time: 3128.05 ms [2022-02-10 12:49:27 main:574] : INFO : Epoch 1624 | loss: 0.031147 | val_loss: 0.0311766 | Time: 3124.31 ms [2022-02-10 12:49:30 main:574] : INFO : Epoch 1625 | loss: 0.0311453 | val_loss: 0.031173 | Time: 3119.87 ms [2022-02-10 12:49:33 main:574] : INFO : Epoch 1626 | loss: 0.0311442 | val_loss: 0.0311746 | Time: 3139.46 ms [2022-02-10 12:49:36 main:574] : INFO : Epoch 1627 | loss: 0.031147 | val_loss: 0.0311735 | Time: 3098.5 ms [2022-02-10 12:49:40 main:574] : INFO : Epoch 1628 | loss: 0.0311495 | val_loss: 0.0311741 | Time: 3130.11 ms [2022-02-10 12:49:43 main:574] : INFO : Epoch 1629 | loss: 0.0311517 | val_loss: 0.0311753 | Time: 3132.8 ms [2022-02-10 12:49:46 main:574] : INFO : Epoch 1630 | loss: 0.031152 | val_loss: 0.0311739 | Time: 3101.66 ms [2022-02-10 12:49:49 main:574] : INFO : Epoch 1631 | loss: 0.0311491 | val_loss: 0.031179 | Time: 3116.76 ms [2022-02-10 12:49:52 main:574] : INFO : Epoch 1632 | loss: 0.0311535 | val_loss: 0.0311859 | Time: 3109.06 ms [2022-02-10 12:49:55 main:574] : INFO : Epoch 1633 | loss: 0.0311566 | val_loss: 0.031181 | Time: 3116.45 ms [2022-02-10 12:49:58 main:574] : INFO : Epoch 1634 | loss: 0.0311514 | val_loss: 0.0311767 | Time: 3134.86 ms [2022-02-10 12:50:01 main:574] : INFO : Epoch 1635 | loss: 0.0311523 | val_loss: 0.0311792 | Time: 3122.2 ms [2022-02-10 12:50:05 main:574] : INFO : Epoch 1636 | loss: 0.0311508 | val_loss: 0.0311743 | Time: 3117.07 ms [2022-02-10 12:50:08 main:574] : INFO : Epoch 1637 | loss: 0.0311497 | val_loss: 0.0311794 | Time: 3122.75 ms [2022-02-10 12:50:11 main:574] : INFO : Epoch 1638 | loss: 0.0311536 | val_loss: 0.0311758 | Time: 3115.26 ms [2022-02-10 12:50:14 main:574] : INFO : Epoch 1639 | loss: 0.0311485 | val_loss: 0.0311731 | Time: 3111.12 ms [2022-02-10 12:50:17 main:574] : INFO : Epoch 1640 | loss: 0.0311476 | val_loss: 0.0311769 | Time: 3110.78 ms [2022-02-10 12:50:20 main:574] : INFO : Epoch 1641 | loss: 0.0311481 | val_loss: 0.0311763 | Time: 3124.91 ms [2022-02-10 12:50:23 main:574] : INFO : Epoch 1642 | loss: 0.0311508 | val_loss: 0.0311761 | Time: 3118.22 ms [2022-02-10 12:50:26 main:574] : INFO : Epoch 1643 | loss: 0.0311467 | val_loss: 0.0311749 | Time: 3120.23 ms [2022-02-10 12:50:30 main:574] : INFO : Epoch 1644 | loss: 0.0311452 | val_loss: 0.0311754 | Time: 3117.46 ms [2022-02-10 12:50:33 main:574] : INFO : Epoch 1645 | loss: 0.0311461 | val_loss: 0.0311752 | Time: 3116.17 ms [2022-02-10 12:50:36 main:574] : INFO : Epoch 1646 | loss: 0.0311473 | val_loss: 0.0311721 | Time: 3113.19 ms [2022-02-10 12:50:39 main:574] : INFO : Epoch 1647 | loss: 0.0311472 | val_loss: 0.0311796 | Time: 3124.44 ms [2022-02-10 12:50:42 main:574] : INFO : Epoch 1648 | loss: 0.0311453 | val_loss: 0.0311799 | Time: 3128.7 ms [2022-02-10 12:50:45 main:574] : INFO : Epoch 1649 | loss: 0.0311454 | val_loss: 0.0311756 | Time: 3119.13 ms [2022-02-10 12:50:48 main:574] : INFO : Epoch 1650 | loss: 0.0311453 | val_loss: 0.0311791 | Time: 3117.03 ms [2022-02-10 12:50:51 main:574] : INFO : Epoch 1651 | loss: 0.0311457 | val_loss: 0.0311747 | Time: 3112.34 ms [2022-02-10 12:50:55 main:574] : INFO : Epoch 1652 | loss: 0.0311475 | val_loss: 0.0311757 | Time: 3131.52 ms [2022-02-10 12:50:58 main:574] : INFO : Epoch 1653 | loss: 0.0311453 | val_loss: 0.0311741 | Time: 3094.77 ms [2022-02-10 12:51:01 main:574] : INFO : Epoch 1654 | loss: 0.0311445 | val_loss: 0.0311759 | Time: 3130.41 ms [2022-02-10 12:51:04 main:574] : INFO : Epoch 1655 | loss: 0.0311441 | val_loss: 0.0311805 | Time: 3105.1 ms [2022-02-10 12:51:07 main:574] : INFO : Epoch 1656 | loss: 0.0311456 | val_loss: 0.0311734 | Time: 3123.03 ms [2022-02-10 12:51:10 main:574] : INFO : Epoch 1657 | loss: 0.031147 | val_loss: 0.0311749 | Time: 3118.65 ms [2022-02-10 12:51:13 main:574] : INFO : Epoch 1658 | loss: 0.0311478 | val_loss: 0.0311783 | Time: 3133.73 ms [2022-02-10 12:51:16 main:574] : INFO : Epoch 1659 | loss: 0.0311462 | val_loss: 0.0311862 | Time: 3125.54 ms [2022-02-10 12:51:20 main:574] : INFO : Epoch 1660 | loss: 0.0311486 | val_loss: 0.0311796 | Time: 3111.11 ms [2022-02-10 12:51:23 main:574] : INFO : Epoch 1661 | loss: 0.031146 | val_loss: 0.0311739 | Time: 3110.19 ms [2022-02-10 12:51:26 main:574] : INFO : Epoch 1662 | loss: 0.0311455 | val_loss: 0.0311752 | Time: 3122.79 ms [2022-02-10 12:51:29 main:574] : INFO : Epoch 1663 | loss: 0.0311439 | val_loss: 0.0311808 | Time: 3113.46 ms [2022-02-10 12:51:32 main:574] : INFO : Epoch 1664 | loss: 0.0311485 | val_loss: 0.0311788 | Time: 3116.94 ms [2022-02-10 12:51:35 main:574] : INFO : Epoch 1665 | loss: 0.0311462 | val_loss: 0.0311744 | Time: 3116.61 ms [2022-02-10 12:51:38 main:574] : INFO : Epoch 1666 | loss: 0.031147 | val_loss: 0.0311804 | Time: 3125.03 ms [2022-02-10 12:51:41 main:574] : INFO : Epoch 1667 | loss: 0.0311455 | val_loss: 0.0311777 | Time: 3101.37 ms [2022-02-10 12:51:44 main:574] : INFO : Epoch 1668 | loss: 0.0311487 | val_loss: 0.0311789 | Time: 3115.16 ms [2022-02-10 12:51:48 main:574] : INFO : Epoch 1669 | loss: 0.0311501 | val_loss: 0.0311766 | Time: 3119.59 ms [2022-02-10 12:51:51 main:574] : INFO : Epoch 1670 | loss: 0.0311479 | val_loss: 0.0311743 | Time: 3127.16 ms [2022-02-10 12:51:54 main:574] : INFO : Epoch 1671 | loss: 0.0311509 | val_loss: 0.0311753 | Time: 3124.56 ms [2022-02-10 12:51:57 main:574] : INFO : Epoch 1672 | loss: 0.0311526 | val_loss: 0.0311782 | Time: 3118.37 ms [2022-02-10 12:52:00 main:574] : INFO : Epoch 1673 | loss: 0.0311508 | val_loss: 0.0311844 | Time: 3139.51 ms [2022-02-10 12:52:03 main:574] : INFO : Epoch 1674 | loss: 0.031151 | val_loss: 0.0311763 | Time: 3120.36 ms [2022-02-10 12:52:06 main:574] : INFO : Epoch 1675 | loss: 0.0311487 | val_loss: 0.031176 | Time: 3114.1 ms [2022-02-10 12:52:10 main:574] : INFO : Epoch 1676 | loss: 0.0311502 | val_loss: 0.0311818 | Time: 3109.59 ms [2022-02-10 12:52:13 main:574] : INFO : Epoch 1677 | loss: 0.0311487 | val_loss: 0.0311775 | Time: 3117.36 ms [2022-02-10 12:52:16 main:574] : INFO : Epoch 1678 | loss: 0.0311476 | val_loss: 0.0311758 | Time: 3097.53 ms [2022-02-10 12:52:19 main:574] : INFO : Epoch 1679 | loss: 0.0311482 | val_loss: 0.0311769 | Time: 3119.99 ms [2022-02-10 12:52:22 main:574] : INFO : Epoch 1680 | loss: 0.0311455 | val_loss: 0.0311792 | Time: 3112.83 ms [2022-02-10 12:52:25 main:574] : INFO : Epoch 1681 | loss: 0.0311454 | val_loss: 0.0311784 | Time: 3114.87 ms [2022-02-10 12:52:28 main:574] : INFO : Epoch 1682 | loss: 0.0311455 | val_loss: 0.0311802 | Time: 3123.48 ms [2022-02-10 12:52:31 main:574] : INFO : Epoch 1683 | loss: 0.031145 | val_loss: 0.03118 | Time: 3123.64 ms [2022-02-10 12:52:35 main:574] : INFO : Epoch 1684 | loss: 0.0311457 | val_loss: 0.0311759 | Time: 3122.21 ms [2022-02-10 12:52:38 main:574] : INFO : Epoch 1685 | loss: 0.0311444 | val_loss: 0.031175 | Time: 3139.62 ms [2022-02-10 12:52:41 main:574] : INFO : Epoch 1686 | loss: 0.0311453 | val_loss: 0.0311846 | Time: 3125.2 ms [2022-02-10 12:52:44 main:574] : INFO : Epoch 1687 | loss: 0.0311449 | val_loss: 0.0311774 | Time: 3119.47 ms [2022-02-10 12:52:47 main:574] : INFO : Epoch 1688 | loss: 0.0311472 | val_loss: 0.0311799 | Time: 3109.24 ms [2022-02-10 12:52:50 main:574] : INFO : Epoch 1689 | loss: 0.0311451 | val_loss: 0.0311792 | Time: 3122.51 ms [2022-02-10 12:52:53 main:574] : INFO : Epoch 1690 | loss: 0.0311451 | val_loss: 0.0311779 | Time: 3125.72 ms [2022-02-10 12:52:56 main:574] : INFO : Epoch 1691 | loss: 0.031143 | val_loss: 0.0311772 | Time: 3122.03 ms [2022-02-10 12:53:00 main:574] : INFO : Epoch 1692 | loss: 0.0311427 | val_loss: 0.0311765 | Time: 3119.03 ms [2022-02-10 12:53:03 main:574] : INFO : Epoch 1693 | loss: 0.0311435 | val_loss: 0.0311783 | Time: 3125.11 ms [2022-02-10 12:53:06 main:574] : INFO : Epoch 1694 | loss: 0.0311437 | val_loss: 0.0311781 | Time: 3121.92 ms [2022-02-10 12:53:09 main:574] : INFO : Epoch 1695 | loss: 0.0311447 | val_loss: 0.0311812 | Time: 3112.62 ms [2022-02-10 12:53:12 main:574] : INFO : Epoch 1696 | loss: 0.0311435 | val_loss: 0.0311792 | Time: 3102.14 ms [2022-02-10 12:53:15 main:574] : INFO : Epoch 1697 | loss: 0.0311471 | val_loss: 0.0311772 | Time: 3117.93 ms [2022-02-10 12:53:18 main:574] : INFO : Epoch 1698 | loss: 0.0311479 | val_loss: 0.0311755 | Time: 3122.59 ms [2022-02-10 12:53:21 main:574] : INFO : Epoch 1699 | loss: 0.0311483 | val_loss: 0.031186 | Time: 3131.67 ms [2022-02-10 12:53:25 main:574] : INFO : Epoch 1700 | loss: 0.0311568 | val_loss: 0.0311843 | Time: 3128.1 ms [2022-02-10 12:53:28 main:574] : INFO : Epoch 1701 | loss: 0.0337928 | val_loss: 0.0332372 | Time: 3112.72 ms [2022-02-10 12:53:31 main:574] : INFO : Epoch 1702 | loss: 0.0358382 | val_loss: 0.033772 | Time: 3111.47 ms [2022-02-10 12:53:34 main:574] : INFO : Epoch 1703 | loss: 0.032175 | val_loss: 0.0313777 | Time: 3134.4 ms [2022-02-10 12:53:37 main:574] : INFO : Epoch 1704 | loss: 0.0313465 | val_loss: 0.0312832 | Time: 3126.14 ms [2022-02-10 12:53:40 main:574] : INFO : Epoch 1705 | loss: 0.031257 | val_loss: 0.0312379 | Time: 3114.46 ms [2022-02-10 12:53:43 main:574] : INFO : Epoch 1706 | loss: 0.0312317 | val_loss: 0.0312242 | Time: 3118.72 ms [2022-02-10 12:53:46 main:574] : INFO : Epoch 1707 | loss: 0.0312228 | val_loss: 0.0312192 | Time: 3134.56 ms [2022-02-10 12:53:50 main:574] : INFO : Epoch 1708 | loss: 0.0312201 | val_loss: 0.031218 | Time: 3117.46 ms [2022-02-10 12:53:53 main:574] : INFO : Epoch 1709 | loss: 0.0312177 | val_loss: 0.0312158 | Time: 3092.74 ms [2022-02-10 12:53:56 main:574] : INFO : Epoch 1710 | loss: 0.0312148 | val_loss: 0.0312118 | Time: 3116.86 ms [2022-02-10 12:53:59 main:574] : INFO : Epoch 1711 | loss: 0.0312122 | val_loss: 0.0312105 | Time: 3142.67 ms [2022-02-10 12:54:02 main:574] : INFO : Epoch 1712 | loss: 0.0312113 | val_loss: 0.0312087 | Time: 3118.57 ms [2022-02-10 12:54:05 main:574] : INFO : Epoch 1713 | loss: 0.0312103 | val_loss: 0.0312102 | Time: 3117.46 ms [2022-02-10 12:54:08 main:574] : INFO : Epoch 1714 | loss: 0.0312093 | val_loss: 0.03121 | Time: 3121.38 ms [2022-02-10 12:54:11 main:574] : INFO : Epoch 1715 | loss: 0.031209 | val_loss: 0.0312082 | Time: 3126.47 ms [2022-02-10 12:54:15 main:574] : INFO : Epoch 1716 | loss: 0.0312082 | val_loss: 0.0312083 | Time: 3108.77 ms [2022-02-10 12:54:18 main:574] : INFO : Epoch 1717 | loss: 0.031207 | val_loss: 0.0312079 | Time: 3107.43 ms [2022-02-10 12:54:21 main:574] : INFO : Epoch 1718 | loss: 0.0312062 | val_loss: 0.0312068 | Time: 3120.28 ms [2022-02-10 12:54:24 main:574] : INFO : Epoch 1719 | loss: 0.0312049 | val_loss: 0.0312057 | Time: 3118.92 ms [2022-02-10 12:54:27 main:574] : INFO : Epoch 1720 | loss: 0.031205 | val_loss: 0.0312052 | Time: 3120.24 ms [2022-02-10 12:54:30 main:574] : INFO : Epoch 1721 | loss: 0.031204 | val_loss: 0.0312037 | Time: 3135.66 ms [2022-02-10 12:54:33 main:574] : INFO : Epoch 1722 | loss: 0.0312026 | val_loss: 0.0312037 | Time: 3110.21 ms [2022-02-10 12:54:36 main:574] : INFO : Epoch 1723 | loss: 0.0312035 | val_loss: 0.0312048 | Time: 3133.46 ms [2022-02-10 12:54:40 main:574] : INFO : Epoch 1724 | loss: 0.0312055 | val_loss: 0.0312038 | Time: 3113.94 ms [2022-02-10 12:54:43 main:574] : INFO : Epoch 1725 | loss: 0.031203 | val_loss: 0.031204 | Time: 3105.58 ms [2022-02-10 12:54:46 main:574] : INFO : Epoch 1726 | loss: 0.0312021 | val_loss: 0.0312063 | Time: 3114.42 ms [2022-02-10 12:54:49 main:574] : INFO : Epoch 1727 | loss: 0.031202 | val_loss: 0.0312053 | Time: 3125.32 ms [2022-02-10 12:54:52 main:574] : INFO : Epoch 1728 | loss: 0.031203 | val_loss: 0.0312031 | Time: 3122.73 ms [2022-02-10 12:54:55 main:574] : INFO : Epoch 1729 | loss: 0.0312051 | val_loss: 0.0312015 | Time: 3129.68 ms [2022-02-10 12:54:58 main:574] : INFO : Epoch 1730 | loss: 0.0312034 | val_loss: 0.0312018 | Time: 3106.38 ms [2022-02-10 12:55:01 main:574] : INFO : Epoch 1731 | loss: 0.0312015 | val_loss: 0.0312031 | Time: 3127.48 ms [2022-02-10 12:55:05 main:574] : INFO : Epoch 1732 | loss: 0.0312004 | val_loss: 0.0312011 | Time: 3122.06 ms [2022-02-10 12:55:08 main:574] : INFO : Epoch 1733 | loss: 0.0311991 | val_loss: 0.0312019 | Time: 3105.67 ms [2022-02-10 12:55:11 main:574] : INFO : Epoch 1734 | loss: 0.0311988 | val_loss: 0.0311977 | Time: 3115.76 ms [2022-02-10 12:55:14 main:574] : INFO : Epoch 1735 | loss: 0.0311976 | val_loss: 0.0311967 | Time: 3130.34 ms [2022-02-10 12:55:17 main:574] : INFO : Epoch 1736 | loss: 0.0311967 | val_loss: 0.0311952 | Time: 3137.35 ms [2022-02-10 12:55:20 main:574] : INFO : Epoch 1737 | loss: 0.0311963 | val_loss: 0.0311952 | Time: 3117.38 ms [2022-02-10 12:55:23 main:574] : INFO : Epoch 1738 | loss: 0.0311954 | val_loss: 0.0311955 | Time: 3121.07 ms [2022-02-10 12:55:26 main:574] : INFO : Epoch 1739 | loss: 0.031196 | val_loss: 0.0311937 | Time: 3128.19 ms [2022-02-10 12:55:30 main:574] : INFO : Epoch 1740 | loss: 0.031195 | val_loss: 0.0311958 | Time: 3130.11 ms [2022-02-10 12:55:33 main:574] : INFO : Epoch 1741 | loss: 0.031193 | val_loss: 0.0311921 | Time: 3130.4 ms [2022-02-10 12:55:36 main:574] : INFO : Epoch 1742 | loss: 0.0311919 | val_loss: 0.0311915 | Time: 3111.58 ms [2022-02-10 12:55:39 main:574] : INFO : Epoch 1743 | loss: 0.0311915 | val_loss: 0.0311907 | Time: 3127.76 ms [2022-02-10 12:55:42 main:574] : INFO : Epoch 1744 | loss: 0.0311912 | val_loss: 0.0311919 | Time: 3120.19 ms [2022-02-10 12:55:45 main:574] : INFO : Epoch 1745 | loss: 0.0311912 | val_loss: 0.0311914 | Time: 3121.06 ms [2022-02-10 12:55:48 main:574] : INFO : Epoch 1746 | loss: 0.0311901 | val_loss: 0.0311902 | Time: 3122.12 ms [2022-02-10 12:55:51 main:574] : INFO : Epoch 1747 | loss: 0.0311902 | val_loss: 0.031191 | Time: 3115.4 ms [2022-02-10 12:55:55 main:574] : INFO : Epoch 1748 | loss: 0.0311896 | val_loss: 0.0311893 | Time: 3128.02 ms [2022-02-10 12:55:58 main:574] : INFO : Epoch 1749 | loss: 0.0311897 | val_loss: 0.0311897 | Time: 3113.55 ms [2022-02-10 12:56:01 main:574] : INFO : Epoch 1750 | loss: 0.0311897 | val_loss: 0.0311887 | Time: 3121.91 ms [2022-02-10 12:56:04 main:574] : INFO : Epoch 1751 | loss: 0.0311887 | val_loss: 0.0311888 | Time: 3111.6 ms [2022-02-10 12:56:07 main:574] : INFO : Epoch 1752 | loss: 0.031191 | val_loss: 0.031188 | Time: 3126.13 ms [2022-02-10 12:56:10 main:574] : INFO : Epoch 1753 | loss: 0.0311909 | val_loss: 0.0311881 | Time: 3128.55 ms [2022-02-10 12:56:13 main:574] : INFO : Epoch 1754 | loss: 0.0311912 | val_loss: 0.0311887 | Time: 3110.39 ms [2022-02-10 12:56:16 main:574] : INFO : Epoch 1755 | loss: 0.0311908 | val_loss: 0.0311884 | Time: 3112.28 ms [2022-02-10 12:56:20 main:574] : INFO : Epoch 1756 | loss: 0.0311897 | val_loss: 0.0311886 | Time: 3138.93 ms [2022-02-10 12:56:23 main:574] : INFO : Epoch 1757 | loss: 0.0311906 | val_loss: 0.0311902 | Time: 3127.43 ms [2022-02-10 12:56:26 main:574] : INFO : Epoch 1758 | loss: 0.0311903 | val_loss: 0.0311895 | Time: 3127.46 ms [2022-02-10 12:56:29 main:574] : INFO : Epoch 1759 | loss: 0.031189 | val_loss: 0.0311885 | Time: 3132.09 ms [2022-02-10 12:56:32 main:574] : INFO : Epoch 1760 | loss: 0.0311888 | val_loss: 0.031189 | Time: 3123.63 ms [2022-02-10 12:56:35 main:574] : INFO : Epoch 1761 | loss: 0.0311881 | val_loss: 0.0311887 | Time: 3117.78 ms [2022-02-10 12:56:38 main:574] : INFO : Epoch 1762 | loss: 0.0311884 | val_loss: 0.0311915 | Time: 3105.61 ms [2022-02-10 12:56:42 main:574] : INFO : Epoch 1763 | loss: 0.0311876 | val_loss: 0.0311883 | Time: 3118.33 ms [2022-02-10 12:56:45 main:574] : INFO : Epoch 1764 | loss: 0.0311877 | val_loss: 0.0311875 | Time: 3120.77 ms [2022-02-10 12:56:48 main:574] : INFO : Epoch 1765 | loss: 0.0311872 | val_loss: 0.0311876 | Time: 3114.1 ms [2022-02-10 12:56:51 main:574] : INFO : Epoch 1766 | loss: 0.0311859 | val_loss: 0.0311907 | Time: 3114.43 ms [2022-02-10 12:56:54 main:574] : INFO : Epoch 1767 | loss: 0.0311873 | val_loss: 0.0311898 | Time: 3126.96 ms [2022-02-10 12:56:57 main:574] : INFO : Epoch 1768 | loss: 0.0311873 | val_loss: 0.0311881 | Time: 3131.28 ms [2022-02-10 12:57:00 main:574] : INFO : Epoch 1769 | loss: 0.0311876 | val_loss: 0.0311891 | Time: 3122.61 ms [2022-02-10 12:57:03 main:574] : INFO : Epoch 1770 | loss: 0.031189 | val_loss: 0.0311884 | Time: 3121.21 ms [2022-02-10 12:57:07 main:574] : INFO : Epoch 1771 | loss: 0.0311902 | val_loss: 0.0311909 | Time: 3108.02 ms [2022-02-10 12:57:10 main:574] : INFO : Epoch 1772 | loss: 0.0311901 | val_loss: 0.0311909 | Time: 3111.4 ms [2022-02-10 12:57:13 main:574] : INFO : Epoch 1773 | loss: 0.0311886 | val_loss: 0.0311882 | Time: 3103.28 ms [2022-02-10 12:57:16 main:574] : INFO : Epoch 1774 | loss: 0.0311865 | val_loss: 0.0311876 | Time: 3130.78 ms [2022-02-10 12:57:19 main:574] : INFO : Epoch 1775 | loss: 0.0311882 | val_loss: 0.031191 | Time: 3115.14 ms [2022-02-10 12:57:22 main:574] : INFO : Epoch 1776 | loss: 0.0311877 | val_loss: 0.0311871 | Time: 3120.93 ms [2022-02-10 12:57:25 main:574] : INFO : Epoch 1777 | loss: 0.0311879 | val_loss: 0.0311901 | Time: 3124.99 ms [2022-02-10 12:57:28 main:574] : INFO : Epoch 1778 | loss: 0.0311855 | val_loss: 0.0311889 | Time: 3107.94 ms [2022-02-10 12:57:32 main:574] : INFO : Epoch 1779 | loss: 0.0311852 | val_loss: 0.0311864 | Time: 3104.5 ms [2022-02-10 12:57:35 main:574] : INFO : Epoch 1780 | loss: 0.0311848 | val_loss: 0.0311876 | Time: 3108.54 ms [2022-02-10 12:57:38 main:574] : INFO : Epoch 1781 | loss: 0.0311847 | val_loss: 0.0311858 | Time: 3110.33 ms [2022-02-10 12:57:41 main:574] : INFO : Epoch 1782 | loss: 0.0311853 | val_loss: 0.0311882 | Time: 3124.37 ms [2022-02-10 12:57:44 main:574] : INFO : Epoch 1783 | loss: 0.0311844 | val_loss: 0.0311864 | Time: 3112.79 ms [2022-02-10 12:57:47 main:574] : INFO : Epoch 1784 | loss: 0.0311837 | val_loss: 0.0311876 | Time: 3130.45 ms [2022-02-10 12:57:50 main:574] : INFO : Epoch 1785 | loss: 0.0311838 | val_loss: 0.0311865 | Time: 3133.68 ms [2022-02-10 12:57:53 main:574] : INFO : Epoch 1786 | loss: 0.031183 | val_loss: 0.0311855 | Time: 3105.29 ms [2022-02-10 12:57:56 main:574] : INFO : Epoch 1787 | loss: 0.0311825 | val_loss: 0.0311852 | Time: 3111.76 ms [2022-02-10 12:58:00 main:574] : INFO : Epoch 1788 | loss: 0.0311827 | val_loss: 0.0311849 | Time: 3110.63 ms [2022-02-10 12:58:03 main:574] : INFO : Epoch 1789 | loss: 0.0311832 | val_loss: 0.0311851 | Time: 3117.3 ms [2022-02-10 12:58:06 main:574] : INFO : Epoch 1790 | loss: 0.0311834 | val_loss: 0.0311866 | Time: 3111.12 ms [2022-02-10 12:58:09 main:574] : INFO : Epoch 1791 | loss: 0.0311831 | val_loss: 0.0311883 | Time: 3124.94 ms [2022-02-10 12:58:12 main:574] : INFO : Epoch 1792 | loss: 0.0311842 | val_loss: 0.0311841 | Time: 3106.86 ms [2022-02-10 12:58:15 main:574] : INFO : Epoch 1793 | loss: 0.0311826 | val_loss: 0.0311847 | Time: 3124.78 ms [2022-02-10 12:58:18 main:574] : INFO : Epoch 1794 | loss: 0.0311831 | val_loss: 0.0311844 | Time: 3117.7 ms [2022-02-10 12:58:21 main:574] : INFO : Epoch 1795 | loss: 0.0311836 | val_loss: 0.031186 | Time: 3122.5 ms [2022-02-10 12:58:25 main:574] : INFO : Epoch 1796 | loss: 0.0311818 | val_loss: 0.0311844 | Time: 3118.87 ms [2022-02-10 12:58:28 main:574] : INFO : Epoch 1797 | loss: 0.0311818 | val_loss: 0.0311844 | Time: 3127.09 ms [2022-02-10 12:58:31 main:574] : INFO : Epoch 1798 | loss: 0.031182 | val_loss: 0.0311854 | Time: 3127.71 ms [2022-02-10 12:58:34 main:574] : INFO : Epoch 1799 | loss: 0.0311816 | val_loss: 0.0311833 | Time: 3119.28 ms [2022-02-10 12:58:37 main:574] : INFO : Epoch 1800 | loss: 0.0311831 | val_loss: 0.031187 | Time: 3112.76 ms [2022-02-10 12:58:40 main:574] : INFO : Epoch 1801 | loss: 0.0311817 | val_loss: 0.0311843 | Time: 3114.47 ms [2022-02-10 12:58:43 main:574] : INFO : Epoch 1802 | loss: 0.0311812 | val_loss: 0.0311843 | Time: 3114.07 ms [2022-02-10 12:58:46 main:574] : INFO : Epoch 1803 | loss: 0.031181 | val_loss: 0.031184 | Time: 3116.65 ms [2022-02-10 12:58:50 main:574] : INFO : Epoch 1804 | loss: 0.0311813 | val_loss: 0.0311857 | Time: 3127.19 ms [2022-02-10 12:58:53 main:574] : INFO : Epoch 1805 | loss: 0.0311814 | val_loss: 0.0311844 | Time: 3116.24 ms [2022-02-10 12:58:56 main:574] : INFO : Epoch 1806 | loss: 0.0311832 | val_loss: 0.031189 | Time: 3123.46 ms [2022-02-10 12:58:59 main:574] : INFO : Epoch 1807 | loss: 0.0311856 | val_loss: 0.0311893 | Time: 3106.26 ms [2022-02-10 12:59:02 main:574] : INFO : Epoch 1808 | loss: 0.0311849 | val_loss: 0.031184 | Time: 3118.45 ms [2022-02-10 12:59:05 main:574] : INFO : Epoch 1809 | loss: 0.0311843 | val_loss: 0.0311845 | Time: 3118.92 ms [2022-02-10 12:59:08 main:574] : INFO : Epoch 1810 | loss: 0.0311865 | val_loss: 0.0311908 | Time: 3111.88 ms [2022-02-10 12:59:11 main:574] : INFO : Epoch 1811 | loss: 0.0311849 | val_loss: 0.0311856 | Time: 3119.33 ms [2022-02-10 12:59:15 main:574] : INFO : Epoch 1812 | loss: 0.0311829 | val_loss: 0.0311836 | Time: 3117.92 ms [2022-02-10 12:59:18 main:574] : INFO : Epoch 1813 | loss: 0.0311816 | val_loss: 0.0311829 | Time: 3129.71 ms [2022-02-10 12:59:21 main:574] : INFO : Epoch 1814 | loss: 0.031182 | val_loss: 0.0311867 | Time: 3119.1 ms [2022-02-10 12:59:24 main:574] : INFO : Epoch 1815 | loss: 0.0311823 | val_loss: 0.0311834 | Time: 3123.69 ms [2022-02-10 12:59:27 main:574] : INFO : Epoch 1816 | loss: 0.0311828 | val_loss: 0.0311862 | Time: 3122.89 ms [2022-02-10 12:59:30 main:574] : INFO : Epoch 1817 | loss: 0.0311844 | val_loss: 0.0311838 | Time: 3121.43 ms [2022-02-10 12:59:33 main:574] : INFO : Epoch 1818 | loss: 0.0311828 | val_loss: 0.0311835 | Time: 3125.61 ms [2022-02-10 12:59:36 main:574] : INFO : Epoch 1819 | loss: 0.0311826 | val_loss: 0.0311835 | Time: 3108.68 ms [2022-02-10 12:59:40 main:574] : INFO : Epoch 1820 | loss: 0.0311828 | val_loss: 0.0311856 | Time: 3114.43 ms [2022-02-10 12:59:43 main:574] : INFO : Epoch 1821 | loss: 0.0311831 | val_loss: 0.0311829 | Time: 3118.92 ms [2022-02-10 12:59:46 main:574] : INFO : Epoch 1822 | loss: 0.031181 | val_loss: 0.0311832 | Time: 3131.46 ms [2022-02-10 12:59:49 main:574] : INFO : Epoch 1823 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 3112.02 ms [2022-02-10 12:59:52 main:574] : INFO : Epoch 1824 | loss: 0.0311821 | val_loss: 0.0311834 | Time: 3119.25 ms [2022-02-10 12:59:55 main:574] : INFO : Epoch 1825 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 3118.23 ms [2022-02-10 12:59:58 main:574] : INFO : Epoch 1826 | loss: 0.0311805 | val_loss: 0.0311836 | Time: 3140.43 ms [2022-02-10 13:00:02 main:574] : INFO : Epoch 1827 | loss: 0.0311806 | val_loss: 0.0311815 | Time: 3129.59 ms [2022-02-10 13:00:05 main:574] : INFO : Epoch 1828 | loss: 0.031181 | val_loss: 0.0311825 | Time: 3100.22 ms [2022-02-10 13:00:08 main:574] : INFO : Epoch 1829 | loss: 0.0311822 | val_loss: 0.0311942 | Time: 3118.56 ms [2022-02-10 13:00:11 main:574] : INFO : Epoch 1830 | loss: 0.031186 | val_loss: 0.031184 | Time: 3126.8 ms [2022-02-10 13:00:14 main:574] : INFO : Epoch 1831 | loss: 0.0311824 | val_loss: 0.0311826 | Time: 3122.13 ms [2022-02-10 13:00:17 main:574] : INFO : Epoch 1832 | loss: 0.0311814 | val_loss: 0.0311839 | Time: 3114.22 ms [2022-02-10 13:00:20 main:574] : INFO : Epoch 1833 | loss: 0.0311807 | val_loss: 0.0311822 | Time: 3142.34 ms [2022-02-10 13:00:23 main:574] : INFO : Epoch 1834 | loss: 0.031179 | val_loss: 0.0311832 | Time: 3121.22 ms [2022-02-10 13:00:27 main:574] : INFO : Epoch 1835 | loss: 0.0311795 | val_loss: 0.0311816 | Time: 3111.04 ms [2022-02-10 13:00:30 main:574] : INFO : Epoch 1836 | loss: 0.0311797 | val_loss: 0.0311832 | Time: 3109.28 ms [2022-02-10 13:00:33 main:574] : INFO : Epoch 1837 | loss: 0.0311803 | val_loss: 0.0311821 | Time: 3118.67 ms [2022-02-10 13:00:36 main:574] : INFO : Epoch 1838 | loss: 0.0311792 | val_loss: 0.031184 | Time: 3112.13 ms [2022-02-10 13:00:39 main:574] : INFO : Epoch 1839 | loss: 0.0311805 | val_loss: 0.0311832 | Time: 3117.27 ms [2022-02-10 13:00:42 main:574] : INFO : Epoch 1840 | loss: 0.0311793 | val_loss: 0.0311818 | Time: 3112.42 ms [2022-02-10 13:00:45 main:574] : INFO : Epoch 1841 | loss: 0.0311792 | val_loss: 0.0311851 | Time: 3127.52 ms [2022-02-10 13:00:48 main:574] : INFO : Epoch 1842 | loss: 0.0311803 | val_loss: 0.0311823 | Time: 3129.21 ms [2022-02-10 13:00:52 main:574] : INFO : Epoch 1843 | loss: 0.0311797 | val_loss: 0.0311814 | Time: 3114.45 ms [2022-02-10 13:00:55 main:574] : INFO : Epoch 1844 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 3122.86 ms [2022-02-10 13:00:58 main:574] : INFO : Epoch 1845 | loss: 0.0311806 | val_loss: 0.0311816 | Time: 3132.42 ms [2022-02-10 13:01:01 main:574] : INFO : Epoch 1846 | loss: 0.031179 | val_loss: 0.0311811 | Time: 3120.07 ms [2022-02-10 13:01:04 main:574] : INFO : Epoch 1847 | loss: 0.0311781 | val_loss: 0.0311818 | Time: 3133.77 ms [2022-02-10 13:01:07 main:574] : INFO : Epoch 1848 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 3105.45 ms [2022-02-10 13:01:10 main:574] : INFO : Epoch 1849 | loss: 0.0311777 | val_loss: 0.0311806 | Time: 3116.76 ms [2022-02-10 13:01:13 main:574] : INFO : Epoch 1850 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 3173.22 ms [2022-02-10 13:01:17 main:574] : INFO : Epoch 1851 | loss: 0.0311789 | val_loss: 0.0311873 | Time: 3177.32 ms [2022-02-10 13:01:20 main:574] : INFO : Epoch 1852 | loss: 0.0311802 | val_loss: 0.0311838 | Time: 3133.43 ms [2022-02-10 13:01:23 main:574] : INFO : Epoch 1853 | loss: 0.0311801 | val_loss: 0.0311822 | Time: 3125.79 ms [2022-02-10 13:01:26 main:574] : INFO : Epoch 1854 | loss: 0.0311792 | val_loss: 0.0311851 | Time: 3137.9 ms [2022-02-10 13:01:29 main:574] : INFO : Epoch 1855 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 3117.09 ms [2022-02-10 13:01:32 main:574] : INFO : Epoch 1856 | loss: 0.0311788 | val_loss: 0.0311814 | Time: 3110.37 ms [2022-02-10 13:01:35 main:574] : INFO : Epoch 1857 | loss: 0.0311803 | val_loss: 0.0311825 | Time: 3113.69 ms [2022-02-10 13:01:39 main:574] : INFO : Epoch 1858 | loss: 0.0311813 | val_loss: 0.0311846 | Time: 3115.73 ms [2022-02-10 13:01:42 main:574] : INFO : Epoch 1859 | loss: 0.0311821 | val_loss: 0.03118 | Time: 3117.85 ms [2022-02-10 13:01:45 main:574] : INFO : Epoch 1860 | loss: 0.0311807 | val_loss: 0.0311798 | Time: 3122.61 ms [2022-02-10 13:01:48 main:574] : INFO : Epoch 1861 | loss: 0.0311798 | val_loss: 0.0311804 | Time: 3127.44 ms [2022-02-10 13:01:51 main:574] : INFO : Epoch 1862 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 3118.97 ms [2022-02-10 13:01:54 main:574] : INFO : Epoch 1863 | loss: 0.0311786 | val_loss: 0.0311834 | Time: 3106.95 ms [2022-02-10 13:01:57 main:574] : INFO : Epoch 1864 | loss: 0.0311807 | val_loss: 0.0311815 | Time: 3128.28 ms [2022-02-10 13:02:00 main:574] : INFO : Epoch 1865 | loss: 0.0311811 | val_loss: 0.0311798 | Time: 3125.23 ms [2022-02-10 13:02:04 main:574] : INFO : Epoch 1866 | loss: 0.0311818 | val_loss: 0.0311804 | Time: 3133.76 ms [2022-02-10 13:02:07 main:574] : INFO : Epoch 1867 | loss: 0.0311796 | val_loss: 0.0311797 | Time: 3112.6 ms [2022-02-10 13:02:10 main:574] : INFO : Epoch 1868 | loss: 0.0311769 | val_loss: 0.0311792 | Time: 3127.98 ms [2022-02-10 13:02:13 main:574] : INFO : Epoch 1869 | loss: 0.0311766 | val_loss: 0.0311862 | Time: 3119.23 ms [2022-02-10 13:02:16 main:574] : INFO : Epoch 1870 | loss: 0.0311779 | val_loss: 0.0311789 | Time: 3118.47 ms [2022-02-10 13:02:19 main:574] : INFO : Epoch 1871 | loss: 0.0311773 | val_loss: 0.0311805 | Time: 3109.47 ms [2022-02-10 13:02:22 main:574] : INFO : Epoch 1872 | loss: 0.0311754 | val_loss: 0.0311811 | Time: 3122.21 ms [2022-02-10 13:02:25 main:574] : INFO : Epoch 1873 | loss: 0.0311771 | val_loss: 0.0311793 | Time: 3123.24 ms [2022-02-10 13:02:29 main:574] : INFO : Epoch 1874 | loss: 0.0311758 | val_loss: 0.0311783 | Time: 3124.64 ms [2022-02-10 13:02:32 main:574] : INFO : Epoch 1875 | loss: 0.0311768 | val_loss: 0.0311812 | Time: 3118.21 ms [2022-02-10 13:02:35 main:574] : INFO : Epoch 1876 | loss: 0.0311783 | val_loss: 0.0311815 | Time: 3114.47 ms [2022-02-10 13:02:38 main:574] : INFO : Epoch 1877 | loss: 0.0311793 | val_loss: 0.0311845 | Time: 3091.55 ms [2022-02-10 13:02:41 main:574] : INFO : Epoch 1878 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 3122.84 ms [2022-02-10 13:02:44 main:574] : INFO : Epoch 1879 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 3125.71 ms [2022-02-10 13:02:47 main:574] : INFO : Epoch 1880 | loss: 0.0311779 | val_loss: 0.0311849 | Time: 3120.11 ms [2022-02-10 13:02:50 main:574] : INFO : Epoch 1881 | loss: 0.0311776 | val_loss: 0.0311851 | Time: 3130.56 ms [2022-02-10 13:02:54 main:574] : INFO : Epoch 1882 | loss: 0.0311766 | val_loss: 0.0311803 | Time: 3126.16 ms [2022-02-10 13:02:57 main:574] : INFO : Epoch 1883 | loss: 0.0311752 | val_loss: 0.0311851 | Time: 3121.19 ms [2022-02-10 13:03:00 main:574] : INFO : Epoch 1884 | loss: 0.0311766 | val_loss: 0.0311782 | Time: 3106.03 ms [2022-02-10 13:03:03 main:574] : INFO : Epoch 1885 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 3108.5 ms [2022-02-10 13:03:06 main:574] : INFO : Epoch 1886 | loss: 0.0311755 | val_loss: 0.0311825 | Time: 3132.1 ms [2022-02-10 13:03:09 main:574] : INFO : Epoch 1887 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 3127.5 ms [2022-02-10 13:03:12 main:574] : INFO : Epoch 1888 | loss: 0.0311745 | val_loss: 0.031178 | Time: 3107.35 ms [2022-02-10 13:03:15 main:574] : INFO : Epoch 1889 | loss: 0.0311756 | val_loss: 0.0311826 | Time: 3131.75 ms [2022-02-10 13:03:19 main:574] : INFO : Epoch 1890 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 3121.93 ms [2022-02-10 13:03:22 main:574] : INFO : Epoch 1891 | loss: 0.0311757 | val_loss: 0.0311784 | Time: 3135.31 ms [2022-02-10 13:03:25 main:574] : INFO : Epoch 1892 | loss: 0.0311742 | val_loss: 0.0311844 | Time: 3117.33 ms [2022-02-10 13:03:28 main:574] : INFO : Epoch 1893 | loss: 0.0311754 | val_loss: 0.0311783 | Time: 3115.75 ms [2022-02-10 13:03:31 main:574] : INFO : Epoch 1894 | loss: 0.0311749 | val_loss: 0.031178 | Time: 3113.1 ms [2022-02-10 13:03:34 main:574] : INFO : Epoch 1895 | loss: 0.0311771 | val_loss: 0.0311836 | Time: 3133.64 ms [2022-02-10 13:03:37 main:574] : INFO : Epoch 1896 | loss: 0.0311781 | val_loss: 0.0311798 | Time: 3116.28 ms [2022-02-10 13:03:40 main:574] : INFO : Epoch 1897 | loss: 0.031175 | val_loss: 0.0311783 | Time: 3112.97 ms [2022-02-10 13:03:44 main:574] : INFO : Epoch 1898 | loss: 0.0311776 | val_loss: 0.0311812 | Time: 3113.99 ms [2022-02-10 13:03:47 main:574] : INFO : Epoch 1899 | loss: 0.0311757 | val_loss: 0.0311786 | Time: 3130.15 ms [2022-02-10 13:03:50 main:574] : INFO : Epoch 1900 | loss: 0.0311749 | val_loss: 0.0311819 | Time: 3128.45 ms [2022-02-10 13:03:53 main:574] : INFO : Epoch 1901 | loss: 0.0311792 | val_loss: 0.0311803 | Time: 3127.15 ms [2022-02-10 13:03:56 main:574] : INFO : Epoch 1902 | loss: 0.0311766 | val_loss: 0.0311782 | Time: 3100.03 ms [2022-02-10 13:03:59 main:574] : INFO : Epoch 1903 | loss: 0.031174 | val_loss: 0.0311809 | Time: 3130.78 ms [2022-02-10 13:04:02 main:574] : INFO : Epoch 1904 | loss: 0.031175 | val_loss: 0.0311804 | Time: 3113.78 ms [2022-02-10 13:04:05 main:574] : INFO : Epoch 1905 | loss: 0.031174 | val_loss: 0.0311785 | Time: 3103.96 ms [2022-02-10 13:04:09 main:574] : INFO : Epoch 1906 | loss: 0.0311749 | val_loss: 0.0311805 | Time: 3092.99 ms [2022-02-10 13:04:12 main:574] : INFO : Epoch 1907 | loss: 0.0311744 | val_loss: 0.0311805 | Time: 3114.07 ms [2022-02-10 13:04:15 main:574] : INFO : Epoch 1908 | loss: 0.031174 | val_loss: 0.0311785 | Time: 3130.87 ms [2022-02-10 13:04:18 main:574] : INFO : Epoch 1909 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 3125.36 ms [2022-02-10 13:04:21 main:574] : INFO : Epoch 1910 | loss: 0.0311743 | val_loss: 0.0311793 | Time: 3121.54 ms [2022-02-10 13:04:24 main:574] : INFO : Epoch 1911 | loss: 0.0311731 | val_loss: 0.0311822 | Time: 3106.83 ms [2022-02-10 13:04:27 main:574] : INFO : Epoch 1912 | loss: 0.0311732 | val_loss: 0.0311807 | Time: 3115.4 ms [2022-02-10 13:04:30 main:574] : INFO : Epoch 1913 | loss: 0.0311719 | val_loss: 0.0311779 | Time: 3121.2 ms [2022-02-10 13:04:34 main:574] : INFO : Epoch 1914 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 3107.12 ms [2022-02-10 13:04:37 main:574] : INFO : Epoch 1915 | loss: 0.0311718 | val_loss: 0.0311787 | Time: 3112.65 ms [2022-02-10 13:04:40 main:574] : INFO : Epoch 1916 | loss: 0.0311729 | val_loss: 0.0311774 | Time: 3139.82 ms [2022-02-10 13:04:43 main:574] : INFO : Epoch 1917 | loss: 0.0311718 | val_loss: 0.0311839 | Time: 3124.75 ms [2022-02-10 13:04:46 main:574] : INFO : Epoch 1918 | loss: 0.031174 | val_loss: 0.0311795 | Time: 3110.32 ms [2022-02-10 13:04:49 main:574] : INFO : Epoch 1919 | loss: 0.031172 | val_loss: 0.0311771 | Time: 3102.3 ms [2022-02-10 13:04:52 main:574] : INFO : Epoch 1920 | loss: 0.0311718 | val_loss: 0.0311799 | Time: 3125.81 ms [2022-02-10 13:04:55 main:574] : INFO : Epoch 1921 | loss: 0.0311715 | val_loss: 0.0311775 | Time: 3140.86 ms [2022-02-10 13:04:59 main:574] : INFO : Epoch 1922 | loss: 0.0311707 | val_loss: 0.0311776 | Time: 3120.98 ms [2022-02-10 13:05:02 main:574] : INFO : Epoch 1923 | loss: 0.0311709 | val_loss: 0.0311776 | Time: 3116.17 ms [2022-02-10 13:05:05 main:574] : INFO : Epoch 1924 | loss: 0.0311722 | val_loss: 0.03118 | Time: 3108.51 ms [2022-02-10 13:05:08 main:574] : INFO : Epoch 1925 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 3126.19 ms [2022-02-10 13:05:11 main:574] : INFO : Epoch 1926 | loss: 0.0311716 | val_loss: 0.031182 | Time: 3106.19 ms [2022-02-10 13:05:14 main:574] : INFO : Epoch 1927 | loss: 0.031173 | val_loss: 0.031179 | Time: 3110.47 ms [2022-02-10 13:05:17 main:574] : INFO : Epoch 1928 | loss: 0.0311713 | val_loss: 0.0311789 | Time: 3129.61 ms [2022-02-10 13:05:20 main:574] : INFO : Epoch 1929 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 3132.65 ms [2022-02-10 13:05:24 main:574] : INFO : Epoch 1930 | loss: 0.0311711 | val_loss: 0.0311808 | Time: 3127.95 ms [2022-02-10 13:05:27 main:574] : INFO : Epoch 1931 | loss: 0.0311712 | val_loss: 0.0311773 | Time: 3128.64 ms [2022-02-10 13:05:30 main:574] : INFO : Epoch 1932 | loss: 0.0311713 | val_loss: 0.0311798 | Time: 3113.92 ms [2022-02-10 13:05:33 main:574] : INFO : Epoch 1933 | loss: 0.0311736 | val_loss: 0.0311776 | Time: 3111.23 ms [2022-02-10 13:05:36 main:574] : INFO : Epoch 1934 | loss: 0.0311718 | val_loss: 0.0311866 | Time: 3126.85 ms [2022-02-10 13:05:39 main:574] : INFO : Epoch 1935 | loss: 0.0311715 | val_loss: 0.0311796 | Time: 3108.64 ms [2022-02-10 13:05:42 main:574] : INFO : Epoch 1936 | loss: 0.0311724 | val_loss: 0.0311792 | Time: 3109.54 ms [2022-02-10 13:05:45 main:574] : INFO : Epoch 1937 | loss: 0.0311741 | val_loss: 0.0311806 | Time: 3134.75 ms [2022-02-10 13:05:49 main:574] : INFO : Epoch 1938 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 3120.69 ms [2022-02-10 13:05:52 main:574] : INFO : Epoch 1939 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 3118.96 ms [2022-02-10 13:05:55 main:574] : INFO : Epoch 1940 | loss: 0.0311694 | val_loss: 0.0311785 | Time: 3121.25 ms [2022-02-10 13:05:58 main:574] : INFO : Epoch 1941 | loss: 0.0311707 | val_loss: 0.0311776 | Time: 3111.64 ms [2022-02-10 13:06:01 main:574] : INFO : Epoch 1942 | loss: 0.0311704 | val_loss: 0.0311801 | Time: 3116.15 ms [2022-02-10 13:06:04 main:574] : INFO : Epoch 1943 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 3114.38 ms [2022-02-10 13:06:07 main:574] : INFO : Epoch 1944 | loss: 0.0311704 | val_loss: 0.031178 | Time: 3108.47 ms [2022-02-10 13:06:10 main:574] : INFO : Epoch 1945 | loss: 0.0311705 | val_loss: 0.0311806 | Time: 3126.38 ms [2022-02-10 13:06:14 main:574] : INFO : Epoch 1946 | loss: 0.0311732 | val_loss: 0.0311826 | Time: 3135.79 ms [2022-02-10 13:06:17 main:574] : INFO : Epoch 1947 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 3121.36 ms [2022-02-10 13:06:20 main:574] : INFO : Epoch 1948 | loss: 0.0311749 | val_loss: 0.0311858 | Time: 3110.55 ms [2022-02-10 13:06:23 main:574] : INFO : Epoch 1949 | loss: 0.0311739 | val_loss: 0.0311792 | Time: 3111.25 ms [2022-02-10 13:06:26 main:574] : INFO : Epoch 1950 | loss: 0.0311724 | val_loss: 0.0311782 | Time: 3125.82 ms [2022-02-10 13:06:29 main:574] : INFO : Epoch 1951 | loss: 0.0311703 | val_loss: 0.0311825 | Time: 3140.65 ms [2022-02-10 13:06:32 main:574] : INFO : Epoch 1952 | loss: 0.0311714 | val_loss: 0.0311767 | Time: 3117.73 ms [2022-02-10 13:06:35 main:574] : INFO : Epoch 1953 | loss: 0.0311698 | val_loss: 0.0311786 | Time: 3128.25 ms [2022-02-10 13:06:39 main:574] : INFO : Epoch 1954 | loss: 0.0311726 | val_loss: 0.031184 | Time: 3127.93 ms [2022-02-10 13:06:42 main:574] : INFO : Epoch 1955 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 3136.5 ms [2022-02-10 13:06:45 main:574] : INFO : Epoch 1956 | loss: 0.0311704 | val_loss: 0.0311802 | Time: 3126.56 ms [2022-02-10 13:06:48 main:574] : INFO : Epoch 1957 | loss: 0.0311687 | val_loss: 0.0311795 | Time: 3129.63 ms [2022-02-10 13:06:51 main:574] : INFO : Epoch 1958 | loss: 0.0311683 | val_loss: 0.0311788 | Time: 3111.56 ms [2022-02-10 13:06:54 main:574] : INFO : Epoch 1959 | loss: 0.0311702 | val_loss: 0.0311795 | Time: 3129.58 ms [2022-02-10 13:06:57 main:574] : INFO : Epoch 1960 | loss: 0.0311685 | val_loss: 0.0311779 | Time: 3122.96 ms [2022-02-10 13:07:00 main:574] : INFO : Epoch 1961 | loss: 0.0311693 | val_loss: 0.0311806 | Time: 3109.86 ms [2022-02-10 13:07:04 main:574] : INFO : Epoch 1962 | loss: 0.0311689 | val_loss: 0.0311787 | Time: 3094.43 ms [2022-02-10 13:07:07 main:574] : INFO : Epoch 1963 | loss: 0.0311706 | val_loss: 0.0311835 | Time: 3123.99 ms [2022-02-10 13:07:10 main:574] : INFO : Epoch 1964 | loss: 0.0311718 | val_loss: 0.0311798 | Time: 3130.65 ms [2022-02-10 13:07:13 main:574] : INFO : Epoch 1965 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 3115.11 ms [2022-02-10 13:07:16 main:574] : INFO : Epoch 1966 | loss: 0.0311685 | val_loss: 0.0311779 | Time: 3125.15 ms [2022-02-10 13:07:19 main:574] : INFO : Epoch 1967 | loss: 0.0311693 | val_loss: 0.0311778 | Time: 3127.05 ms [2022-02-10 13:07:22 main:574] : INFO : Epoch 1968 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 3130.84 ms [2022-02-10 13:07:26 main:574] : INFO : Epoch 1969 | loss: 0.0311689 | val_loss: 0.0311773 | Time: 3128.53 ms [2022-02-10 13:07:29 main:574] : INFO : Epoch 1970 | loss: 0.0311673 | val_loss: 0.0311778 | Time: 3118.72 ms [2022-02-10 13:07:32 main:574] : INFO : Epoch 1971 | loss: 0.0311687 | val_loss: 0.0311849 | Time: 3116.67 ms [2022-02-10 13:07:35 main:574] : INFO : Epoch 1972 | loss: 0.031175 | val_loss: 0.0311807 | Time: 3119.68 ms [2022-02-10 13:07:38 main:574] : INFO : Epoch 1973 | loss: 0.0311706 | val_loss: 0.0311802 | Time: 3117.96 ms [2022-02-10 13:07:41 main:574] : INFO : Epoch 1974 | loss: 0.0311686 | val_loss: 0.0311821 | Time: 3120.52 ms [2022-02-10 13:07:44 main:574] : INFO : Epoch 1975 | loss: 0.031169 | val_loss: 0.0311827 | Time: 3104.56 ms [2022-02-10 13:07:47 main:574] : INFO : Epoch 1976 | loss: 0.03117 | val_loss: 0.0311814 | Time: 3122.03 ms [2022-02-10 13:07:51 main:574] : INFO : Epoch 1977 | loss: 0.031169 | val_loss: 0.0311799 | Time: 3126.45 ms [2022-02-10 13:07:54 main:574] : INFO : Epoch 1978 | loss: 0.0311743 | val_loss: 0.0311792 | Time: 3129.26 ms [2022-02-10 13:07:57 main:574] : INFO : Epoch 1979 | loss: 0.0311701 | val_loss: 0.0311808 | Time: 3119.82 ms [2022-02-10 13:08:00 main:574] : INFO : Epoch 1980 | loss: 0.0311713 | val_loss: 0.0311813 | Time: 3128.89 ms [2022-02-10 13:08:03 main:574] : INFO : Epoch 1981 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 3121.14 ms [2022-02-10 13:08:06 main:574] : INFO : Epoch 1982 | loss: 0.0311753 | val_loss: 0.0311848 | Time: 3103.78 ms [2022-02-10 13:08:09 main:574] : INFO : Epoch 1983 | loss: 0.0311707 | val_loss: 0.0311782 | Time: 3112.03 ms [2022-02-10 13:08:12 main:574] : INFO : Epoch 1984 | loss: 0.0311704 | val_loss: 0.0311791 | Time: 3107.11 ms [2022-02-10 13:08:16 main:574] : INFO : Epoch 1985 | loss: 0.0311708 | val_loss: 0.0311768 | Time: 3124.45 ms [2022-02-10 13:08:19 main:574] : INFO : Epoch 1986 | loss: 0.031172 | val_loss: 0.0311837 | Time: 3131.85 ms [2022-02-10 13:08:22 main:574] : INFO : Epoch 1987 | loss: 0.0311747 | val_loss: 0.031191 | Time: 3125.35 ms [2022-02-10 13:08:25 main:574] : INFO : Epoch 1988 | loss: 0.0311751 | val_loss: 0.0311811 | Time: 3105.74 ms [2022-02-10 13:08:28 main:574] : INFO : Epoch 1989 | loss: 0.031173 | val_loss: 0.0311785 | Time: 3108.26 ms [2022-02-10 13:08:31 main:574] : INFO : Epoch 1990 | loss: 0.0311706 | val_loss: 0.0311783 | Time: 3121.91 ms [2022-02-10 13:08:34 main:574] : INFO : Epoch 1991 | loss: 0.031172 | val_loss: 0.0311774 | Time: 3114.61 ms [2022-02-10 13:08:37 main:574] : INFO : Epoch 1992 | loss: 0.0311738 | val_loss: 0.031177 | Time: 3114.7 ms [2022-02-10 13:08:41 main:574] : INFO : Epoch 1993 | loss: 0.0311712 | val_loss: 0.0311772 | Time: 3125.09 ms [2022-02-10 13:08:44 main:574] : INFO : Epoch 1994 | loss: 0.0311694 | val_loss: 0.0311785 | Time: 3134.08 ms [2022-02-10 13:08:47 main:574] : INFO : Epoch 1995 | loss: 0.0311688 | val_loss: 0.0311775 | Time: 3131.86 ms [2022-02-10 13:08:50 main:574] : INFO : Epoch 1996 | loss: 0.0311697 | val_loss: 0.0311815 | Time: 3107.81 ms [2022-02-10 13:08:53 main:574] : INFO : Epoch 1997 | loss: 0.0311688 | val_loss: 0.031178 | Time: 3120.01 ms [2022-02-10 13:08:56 main:574] : INFO : Epoch 1998 | loss: 0.0311716 | val_loss: 0.0311804 | Time: 3115.75 ms [2022-02-10 13:08:59 main:574] : INFO : Epoch 1999 | loss: 0.0311701 | val_loss: 0.031178 | Time: 3127.6 ms [2022-02-10 13:09:02 main:574] : INFO : Epoch 2000 | loss: 0.0311685 | val_loss: 0.0311796 | Time: 3129.91 ms [2022-02-10 13:09:06 main:574] : INFO : Epoch 2001 | loss: 0.0311706 | val_loss: 0.0311773 | Time: 3115.99 ms [2022-02-10 13:09:09 main:574] : INFO : Epoch 2002 | loss: 0.0311727 | val_loss: 0.0311765 | Time: 3125.86 ms [2022-02-10 13:09:12 main:574] : INFO : Epoch 2003 | loss: 0.0311706 | val_loss: 0.0311778 | Time: 3127.54 ms [2022-02-10 13:09:15 main:574] : INFO : Epoch 2004 | loss: 0.0311751 | val_loss: 0.0311846 | Time: 3119.65 ms [2022-02-10 13:09:18 main:574] : INFO : Epoch 2005 | loss: 0.0311727 | val_loss: 0.0311872 | Time: 3113.56 ms [2022-02-10 13:09:21 main:574] : INFO : Epoch 2006 | loss: 0.031172 | val_loss: 0.0311777 | Time: 3104.01 ms [2022-02-10 13:09:24 main:574] : INFO : Epoch 2007 | loss: 0.0311695 | val_loss: 0.0311812 | Time: 3119.72 ms [2022-02-10 13:09:27 main:574] : INFO : Epoch 2008 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 3132.33 ms [2022-02-10 13:09:31 main:574] : INFO : Epoch 2009 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 3136.54 ms [2022-02-10 13:09:34 main:574] : INFO : Epoch 2010 | loss: 0.0311739 | val_loss: 0.0311841 | Time: 3104.14 ms [2022-02-10 13:09:37 main:574] : INFO : Epoch 2011 | loss: 0.0311732 | val_loss: 0.0311805 | Time: 3113.8 ms [2022-02-10 13:09:40 main:574] : INFO : Epoch 2012 | loss: 0.0311724 | val_loss: 0.0311787 | Time: 3121.35 ms [2022-02-10 13:09:43 main:574] : INFO : Epoch 2013 | loss: 0.0311712 | val_loss: 0.0311814 | Time: 3116.77 ms [2022-02-10 13:09:46 main:574] : INFO : Epoch 2014 | loss: 0.0311708 | val_loss: 0.0311814 | Time: 3130.26 ms [2022-02-10 13:09:49 main:574] : INFO : Epoch 2015 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 3112.33 ms [2022-02-10 13:09:52 main:574] : INFO : Epoch 2016 | loss: 0.0311736 | val_loss: 0.0311822 | Time: 3126.43 ms [2022-02-10 13:09:56 main:574] : INFO : Epoch 2017 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 3126.5 ms [2022-02-10 13:09:59 main:574] : INFO : Epoch 2018 | loss: 0.031173 | val_loss: 0.0311784 | Time: 3121.95 ms [2022-02-10 13:10:02 main:574] : INFO : Epoch 2019 | loss: 0.0311732 | val_loss: 0.0311813 | Time: 3116.69 ms [2022-02-10 13:10:05 main:574] : INFO : Epoch 2020 | loss: 0.031173 | val_loss: 0.0311791 | Time: 3119.1 ms [2022-02-10 13:10:08 main:574] : INFO : Epoch 2021 | loss: 0.0311713 | val_loss: 0.0311808 | Time: 3106.66 ms [2022-02-10 13:10:11 main:574] : INFO : Epoch 2022 | loss: 0.0311734 | val_loss: 0.0311882 | Time: 3128.9 ms [2022-02-10 13:10:14 main:574] : INFO : Epoch 2023 | loss: 0.0311745 | val_loss: 0.0311797 | Time: 3126.06 ms [2022-02-10 13:10:17 main:574] : INFO : Epoch 2024 | loss: 0.0311736 | val_loss: 0.031178 | Time: 3112.48 ms [2022-02-10 13:10:21 main:574] : INFO : Epoch 2025 | loss: 0.0311724 | val_loss: 0.0311806 | Time: 3124.12 ms [2022-02-10 13:10:24 main:574] : INFO : Epoch 2026 | loss: 0.0311744 | val_loss: 0.0311791 | Time: 3124.44 ms [2022-02-10 13:10:27 main:574] : INFO : Epoch 2027 | loss: 0.0311737 | val_loss: 0.0311853 | Time: 3118.84 ms [2022-02-10 13:10:30 main:574] : INFO : Epoch 2028 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 3115.12 ms [2022-02-10 13:10:33 main:574] : INFO : Epoch 2029 | loss: 0.031175 | val_loss: 0.0311822 | Time: 3116.95 ms [2022-02-10 13:10:36 main:574] : INFO : Epoch 2030 | loss: 0.0311726 | val_loss: 0.0311843 | Time: 3117.13 ms [2022-02-10 13:10:39 main:574] : INFO : Epoch 2031 | loss: 0.0311707 | val_loss: 0.0311823 | Time: 3116 ms [2022-02-10 13:10:42 main:574] : INFO : Epoch 2032 | loss: 0.0311717 | val_loss: 0.0311875 | Time: 3116.67 ms [2022-02-10 13:10:46 main:574] : INFO : Epoch 2033 | loss: 0.0311711 | val_loss: 0.0311866 | Time: 3126.54 ms [2022-02-10 13:10:49 main:574] : INFO : Epoch 2034 | loss: 0.0311702 | val_loss: 0.0311818 | Time: 3139.78 ms [2022-02-10 13:10:52 main:574] : INFO : Epoch 2035 | loss: 0.03117 | val_loss: 0.0311865 | Time: 3115.67 ms [2022-02-10 13:10:55 main:574] : INFO : Epoch 2036 | loss: 0.0311734 | val_loss: 0.0311864 | Time: 3124.6 ms [2022-02-10 13:10:58 main:574] : INFO : Epoch 2037 | loss: 0.0311788 | val_loss: 0.0311838 | Time: 3121.77 ms [2022-02-10 13:11:01 main:574] : INFO : Epoch 2038 | loss: 0.0311756 | val_loss: 0.031186 | Time: 3108.99 ms [2022-02-10 13:11:04 main:574] : INFO : Epoch 2039 | loss: 0.0311759 | val_loss: 0.0311843 | Time: 3114.05 ms [2022-02-10 13:11:07 main:574] : INFO : Epoch 2040 | loss: 0.0311744 | val_loss: 0.031186 | Time: 3125.67 ms [2022-02-10 13:11:11 main:574] : INFO : Epoch 2041 | loss: 0.0311752 | val_loss: 0.0311861 | Time: 3124.5 ms [2022-02-10 13:11:14 main:574] : INFO : Epoch 2042 | loss: 0.031176 | val_loss: 0.0311905 | Time: 3132.61 ms [2022-02-10 13:11:17 main:574] : INFO : Epoch 2043 | loss: 0.0311753 | val_loss: 0.0311889 | Time: 3127.9 ms [2022-02-10 13:11:20 main:574] : INFO : Epoch 2044 | loss: 0.0311759 | val_loss: 0.0311887 | Time: 3102.49 ms [2022-02-10 13:11:23 main:574] : INFO : Epoch 2045 | loss: 0.0311761 | val_loss: 0.0311872 | Time: 3108.02 ms [2022-02-10 13:11:26 main:574] : INFO : Epoch 2046 | loss: 0.0311767 | val_loss: 0.0311908 | Time: 3119.11 ms [2022-02-10 13:11:29 main:574] : INFO : Epoch 2047 | loss: 0.0311803 | val_loss: 0.0311884 | Time: 3136.62 ms [2022-02-10 13:11:33 main:574] : INFO : Epoch 2048 | loss: 0.0311815 | val_loss: 0.0311965 | Time: 3132.79 ms [2022-02-10 13:11:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311965 [2022-02-10 13:11:33 main:603] : INFO : Saving end state to config to file [2022-02-10 13:11:33 main:608] : INFO : Success, exiting.. 13:11:33 (15644): 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)