Task 14098113
| Name | ParityModified-1647043848-14563-2-0_0 |
| Workunit | 11165869 |
| Created | 30 Mar 2022, 16:59:33 UTC |
| Sent | 3 Apr 2022, 13:47:38 UTC |
| Report deadline | 11 Apr 2022, 13:47:38 UTC |
| Received | 4 Apr 2022, 15:44:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21318 |
| Run time | 5 hours 44 min 8 sec |
| CPU time | 5 hours 14 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0310656 | val_loss: 0.0310914 | Time: 8899.83 ms [2022-04-03 20:18:41 main:574] : INFO : Epoch 1543 | loss: 0.0310639 | val_loss: 0.0310911 | Time: 8869.73 ms [2022-04-03 20:18:50 main:574] : INFO : Epoch 1544 | loss: 0.0310653 | val_loss: 0.0310961 | Time: 8988.77 ms [2022-04-03 20:18:59 main:574] : INFO : Epoch 1545 | loss: 0.031065 | val_loss: 0.0310902 | Time: 8916.52 ms [2022-04-03 20:19:08 main:574] : INFO : Epoch 1546 | loss: 0.0310682 | val_loss: 0.031096 | Time: 9085.86 ms [2022-04-03 20:19:17 main:574] : INFO : Epoch 1547 | loss: 0.0310659 | val_loss: 0.0310999 | Time: 8878.23 ms [2022-04-03 20:19:25 main:574] : INFO : Epoch 1548 | loss: 0.0310629 | val_loss: 0.0310931 | Time: 8869.8 ms [2022-04-03 20:19:34 main:574] : INFO : Epoch 1549 | loss: 0.0310618 | val_loss: 0.0310958 | Time: 8827.55 ms [2022-04-03 20:19:43 main:574] : INFO : Epoch 1550 | loss: 0.0310601 | val_loss: 0.0311042 | Time: 9189.46 ms [2022-04-03 20:19:52 main:574] : INFO : Epoch 1551 | loss: 0.0310603 | val_loss: 0.0310935 | Time: 9043.64 ms [2022-04-03 20:20:02 main:574] : INFO : Epoch 1552 | loss: 0.0310623 | val_loss: 0.0311134 | Time: 9288.09 ms [2022-04-03 20:20:11 main:574] : INFO : Epoch 1553 | loss: 0.0310626 | val_loss: 0.031093 | Time: 9077.82 ms [2022-04-03 20:20:20 main:574] : INFO : Epoch 1554 | loss: 0.0310652 | val_loss: 0.0311089 | Time: 9049.01 ms [2022-04-03 20:20:29 main:574] : INFO : Epoch 1555 | loss: 0.031065 | val_loss: 0.0310925 | Time: 9124.31 ms [2022-04-03 20:20:38 main:574] : INFO : Epoch 1556 | loss: 0.0310652 | val_loss: 0.0310911 | Time: 8885.67 ms [2022-04-03 20:20:47 main:574] : INFO : Epoch 1557 | loss: 0.0310677 | val_loss: 0.0310916 | Time: 8939.74 ms [2022-04-03 20:20:56 main:574] : INFO : Epoch 1558 | loss: 0.0310648 | val_loss: 0.0310966 | Time: 8810.98 ms [2022-04-03 20:21:05 main:574] : INFO : Epoch 1559 | loss: 0.0310747 | val_loss: 0.0310997 | Time: 9082.93 ms [2022-04-03 20:21:14 main:574] : INFO : Epoch 1560 | loss: 0.0310746 | val_loss: 0.031098 | Time: 9064.95 ms [2022-04-03 20:21:23 main:574] : INFO : Epoch 1561 | loss: 0.0310718 | val_loss: 0.0310977 | Time: 9131.56 ms [2022-04-03 20:21:32 main:574] : INFO : Epoch 1562 | loss: 0.0310695 | val_loss: 0.0310954 | Time: 9154.5 ms [2022-04-03 20:21:41 main:574] : INFO : Epoch 1563 | loss: 0.0310678 | val_loss: 0.0310917 | Time: 8935.23 ms [2022-04-03 20:21:50 main:574] : INFO : Epoch 1564 | loss: 0.0310682 | val_loss: 0.0310904 | Time: 8917.57 ms [2022-04-03 20:21:59 main:574] : INFO : Epoch 1565 | loss: 0.0310714 | val_loss: 0.031103 | Time: 9207.25 ms [2022-04-03 20:22:08 main:574] : INFO : Epoch 1566 | loss: 0.0310678 | val_loss: 0.0311076 | Time: 9108.79 ms [2022-04-03 20:22:17 main:574] : INFO : Epoch 1567 | loss: 0.0310683 | val_loss: 0.0310993 | Time: 8858.33 ms [2022-04-03 20:22:26 main:574] : INFO : Epoch 1568 | loss: 0.0310677 | val_loss: 0.0311111 | Time: 8900.99 ms [2022-04-03 20:22:35 main:574] : INFO : Epoch 1569 | loss: 0.0310731 | val_loss: 0.031093 | Time: 9020.02 ms [2022-04-03 20:22:44 main:574] : INFO : Epoch 1570 | loss: 0.031068 | val_loss: 0.0310979 | Time: 9028.48 ms [2022-04-03 20:22:53 main:574] : INFO : Epoch 1571 | loss: 0.0310672 | val_loss: 0.0310966 | Time: 9118.2 ms [2022-04-03 20:23:02 main:574] : INFO : Epoch 1572 | loss: 0.0310689 | val_loss: 0.0310952 | Time: 9211.99 ms [2022-04-03 20:23:11 main:574] : INFO : Epoch 1573 | loss: 0.0310679 | val_loss: 0.0310957 | Time: 8956.6 ms [2022-04-03 20:23:20 main:574] : INFO : Epoch 1574 | loss: 0.0310741 | val_loss: 0.0311065 | Time: 8964.18 ms [2022-04-03 20:23:29 main:574] : INFO : Epoch 1575 | loss: 0.0310694 | val_loss: 0.0310917 | Time: 8797.08 ms [2022-04-03 20:23:38 main:574] : INFO : Epoch 1576 | loss: 0.0310643 | val_loss: 0.031094 | Time: 8815.56 ms [2022-04-03 20:23:47 main:574] : INFO : Epoch 1577 | loss: 0.0310632 | val_loss: 0.0310943 | Time: 8793.74 ms [2022-04-03 20:23:56 main:574] : INFO : Epoch 1578 | loss: 0.0310634 | val_loss: 0.0310932 | Time: 9016.3 ms [2022-04-03 20:24:05 main:574] : INFO : Epoch 1579 | loss: 0.0310668 | val_loss: 0.0310989 | Time: 9100.06 ms [2022-04-03 20:24:14 main:574] : INFO : Epoch 1580 | loss: 0.0310702 | val_loss: 0.0310944 | Time: 8862.03 ms [2022-04-03 20:24:23 main:574] : INFO : Epoch 1581 | loss: 0.0310684 | val_loss: 0.0310948 | Time: 9109.9 ms [2022-04-03 20:24:32 main:574] : INFO : Epoch 1582 | loss: 0.0310683 | val_loss: 0.0310926 | Time: 9216.77 ms [2022-04-03 20:24:41 main:574] : INFO : Epoch 1583 | loss: 0.0310648 | val_loss: 0.0310922 | Time: 9051.42 ms [2022-04-03 20:24:50 main:574] : INFO : Epoch 1584 | loss: 0.0310642 | val_loss: 0.0311111 | Time: 8957.62 ms [2022-04-03 20:24:59 main:574] : INFO : Epoch 1585 | loss: 0.0310671 | val_loss: 0.0310967 | Time: 8700.08 ms [2022-04-03 20:25:08 main:574] : INFO : Epoch 1586 | loss: 0.0310661 | val_loss: 0.0310904 | Time: 9306.78 ms [2022-04-03 20:25:18 main:574] : INFO : Epoch 1587 | loss: 0.0310728 | val_loss: 0.0311015 | Time: 9777.71 ms [2022-04-03 20:25:28 main:574] : INFO : Epoch 1588 | loss: 0.0310734 | val_loss: 0.0310996 | Time: 10184.3 ms [2022-04-03 20:25:37 main:574] : INFO : Epoch 1589 | loss: 0.0310686 | val_loss: 0.0310906 | Time: 8999.28 ms [2022-04-03 20:25:46 main:574] : INFO : Epoch 1590 | loss: 0.031065 | val_loss: 0.0310938 | Time: 9049.68 ms [2022-04-03 20:25:55 main:574] : INFO : Epoch 1591 | loss: 0.031072 | val_loss: 0.0310909 | Time: 8903.02 ms [2022-04-03 20:26:04 main:574] : INFO : Epoch 1592 | loss: 0.0310697 | val_loss: 0.0310973 | Time: 8893.63 ms [2022-04-03 20:26:13 main:574] : INFO : Epoch 1593 | loss: 0.0310731 | val_loss: 0.0310965 | Time: 9202.02 ms [2022-04-03 20:26:22 main:574] : INFO : Epoch 1594 | loss: 0.0310662 | val_loss: 0.0310967 | Time: 8960.78 ms [2022-04-03 20:26:31 main:574] : INFO : Epoch 1595 | loss: 0.0310687 | val_loss: 0.0310894 | Time: 8744.85 ms [2022-04-03 20:26:40 main:574] : INFO : Epoch 1596 | loss: 0.031069 | val_loss: 0.031092 | Time: 8835.43 ms [2022-04-03 20:26:49 main:574] : INFO : Epoch 1597 | loss: 0.0310726 | val_loss: 0.0310974 | Time: 8834.04 ms [2022-04-03 20:26:58 main:574] : INFO : Epoch 1598 | loss: 0.0310665 | val_loss: 0.0310948 | Time: 8873.09 ms [2022-04-03 20:27:06 main:574] : INFO : Epoch 1599 | loss: 0.0310685 | val_loss: 0.0310992 | Time: 8937.95 ms [2022-04-03 20:27:15 main:574] : INFO : Epoch 1600 | loss: 0.0310751 | val_loss: 0.0310914 | Time: 8792.16 ms [2022-04-03 20:27:24 main:574] : INFO : Epoch 1601 | loss: 0.0310647 | val_loss: 0.0310893 | Time: 8874.2 ms [2022-04-03 20:27:33 main:574] : INFO : Epoch 1602 | loss: 0.0310614 | val_loss: 0.0311012 | Time: 8885.13 ms [2022-04-03 20:27:42 main:574] : INFO : Epoch 1603 | loss: 0.0310637 | val_loss: 0.0310898 | Time: 8855.09 ms [2022-04-03 20:27:51 main:574] : INFO : Epoch 1604 | loss: 0.0310601 | val_loss: 0.0310937 | Time: 8729.13 ms [2022-04-03 20:27:59 main:574] : INFO : Epoch 1605 | loss: 0.0310624 | val_loss: 0.031112 | Time: 8817.6 ms [2022-04-03 20:28:08 main:574] : INFO : Epoch 1606 | loss: 0.0310656 | val_loss: 0.0310977 | Time: 8954.77 ms [2022-04-03 20:28:17 main:574] : INFO : Epoch 1607 | loss: 0.0310598 | val_loss: 0.0310949 | Time: 8882.98 ms [2022-04-03 20:28:28 main:574] : INFO : Epoch 1608 | loss: 0.0310576 | val_loss: 0.0310926 | Time: 10827.3 ms [2022-04-03 20:28:39 main:574] : INFO : Epoch 1609 | loss: 0.0310562 | val_loss: 0.0310944 | Time: 10595.7 ms [2022-04-03 20:28:49 main:574] : INFO : Epoch 1610 | loss: 0.031062 | val_loss: 0.0310905 | Time: 10301.4 ms [2022-04-03 20:28:58 main:574] : INFO : Epoch 1611 | loss: 0.0310656 | val_loss: 0.0310945 | Time: 9355.86 ms [2022-04-03 20:29:08 main:574] : INFO : Epoch 1612 | loss: 0.0310647 | val_loss: 0.0310941 | Time: 9323.74 ms [2022-04-03 20:29:17 main:574] : INFO : Epoch 1613 | loss: 0.031065 | val_loss: 0.0310951 | Time: 9001.78 ms [2022-04-03 20:29:26 main:574] : INFO : Epoch 1614 | loss: 0.0310604 | val_loss: 0.031088 | Time: 8975.28 ms [2022-04-03 20:29:35 main:574] : INFO : Epoch 1615 | loss: 0.0310612 | val_loss: 0.0310915 | Time: 9366.92 ms [2022-04-03 20:29:45 main:574] : INFO : Epoch 1616 | loss: 0.0310622 | val_loss: 0.0310921 | Time: 9835.97 ms [2022-04-03 20:29:54 main:574] : INFO : Epoch 1617 | loss: 0.0310634 | val_loss: 0.0310905 | Time: 9358.9 ms [2022-04-03 20:30:05 main:574] : INFO : Epoch 1618 | loss: 0.0310688 | val_loss: 0.0310936 | Time: 10540.3 ms [2022-04-03 20:30:15 main:574] : INFO : Epoch 1619 | loss: 0.0310655 | val_loss: 0.031102 | Time: 9736.25 ms [2022-04-03 20:30:24 main:574] : INFO : Epoch 1620 | loss: 0.0310678 | val_loss: 0.0310946 | Time: 9579.29 ms [2022-04-03 20:30:33 main:574] : INFO : Epoch 1621 | loss: 0.0310692 | val_loss: 0.0310916 | Time: 9063.05 ms [2022-04-03 20:30:42 main:574] : INFO : Epoch 1622 | loss: 0.031064 | val_loss: 0.0310935 | Time: 8923.29 ms [2022-04-03 20:30:51 main:574] : INFO : Epoch 1623 | loss: 0.0310631 | val_loss: 0.0310941 | Time: 9262.16 ms [2022-04-03 20:31:01 main:574] : INFO : Epoch 1624 | loss: 0.0310589 | val_loss: 0.0310934 | Time: 9867.38 ms [2022-04-03 20:31:12 main:574] : INFO : Epoch 1625 | loss: 0.031062 | val_loss: 0.0310893 | Time: 11028.2 ms [2022-04-03 20:31:23 main:574] : INFO : Epoch 1626 | loss: 0.0310602 | val_loss: 0.0310908 | Time: 10395.7 ms [2022-04-03 20:31:33 main:574] : INFO : Epoch 1627 | loss: 0.0310599 | val_loss: 0.0310919 | Time: 10018.2 ms [2022-04-03 20:31:43 main:574] : INFO : Epoch 1628 | loss: 0.0310586 | val_loss: 0.0310882 | Time: 10146.3 ms [2022-04-03 20:31:53 main:574] : INFO : Epoch 1629 | loss: 0.0310695 | val_loss: 0.0310872 | Time: 10480 ms [2022-04-03 20:32:04 main:574] : INFO : Epoch 1630 | loss: 0.0310659 | val_loss: 0.0310855 | Time: 10193.5 ms [2022-04-03 20:32:13 main:574] : INFO : Epoch 1631 | loss: 0.0310663 | val_loss: 0.0310883 | Time: 9669.2 ms [2022-04-03 20:32:23 main:574] : INFO : Epoch 1632 | loss: 0.0310635 | val_loss: 0.0310926 | Time: 9710.36 ms [2022-04-03 20:32:33 main:574] : INFO : Epoch 1633 | loss: 0.0310633 | val_loss: 0.0310883 | Time: 10306.5 ms [2022-04-03 20:32:44 main:574] : INFO : Epoch 1634 | loss: 0.0310659 | val_loss: 0.0311032 | Time: 10179.5 ms [2022-04-03 20:32:54 main:574] : INFO : Epoch 1635 | loss: 0.0310771 | val_loss: 0.0311015 | Time: 10090.9 ms [2022-04-03 20:33:03 main:574] : INFO : Epoch 1636 | loss: 0.0310791 | val_loss: 0.031098 | Time: 9540.9 ms [2022-04-03 20:33:13 main:574] : INFO : Epoch 1637 | loss: 0.0310703 | val_loss: 0.0310884 | Time: 9853.91 ms [2022-04-03 20:33:24 main:574] : INFO : Epoch 1638 | loss: 0.0310695 | val_loss: 0.0310934 | Time: 10919.3 ms [2022-04-03 20:33:35 main:574] : INFO : Epoch 1639 | loss: 0.0310711 | val_loss: 0.0310973 | Time: 10873.2 ms [2022-04-03 20:33:46 main:574] : INFO : Epoch 1640 | loss: 0.0310696 | val_loss: 0.0311003 | Time: 11034.4 ms [2022-04-03 20:33:57 main:574] : INFO : Epoch 1641 | loss: 0.0310692 | val_loss: 0.0310941 | Time: 11003.5 ms [2022-04-03 20:34:08 main:574] : INFO : Epoch 1642 | loss: 0.0310637 | val_loss: 0.0310876 | Time: 11167.6 ms [2022-04-03 20:34:19 main:574] : INFO : Epoch 1643 | loss: 0.0310632 | val_loss: 0.0310932 | Time: 10933.9 ms [2022-04-03 20:34:30 main:574] : INFO : Epoch 1644 | loss: 0.0310699 | val_loss: 0.0310932 | Time: 11194.4 ms [2022-04-03 20:34:41 main:574] : INFO : Epoch 1645 | loss: 0.0310743 | val_loss: 0.0310901 | Time: 10409.8 ms [2022-04-03 20:34:51 main:574] : INFO : Epoch 1646 | loss: 0.0310661 | val_loss: 0.0310912 | Time: 9967.75 ms [2022-04-03 20:35:02 main:574] : INFO : Epoch 1647 | loss: 0.0310637 | val_loss: 0.0310973 | Time: 11035.6 ms [2022-04-03 20:35:13 main:574] : INFO : Epoch 1648 | loss: 0.0310678 | val_loss: 0.0310884 | Time: 11303.4 ms [2022-04-03 20:35:23 main:574] : INFO : Epoch 1649 | loss: 0.0310711 | val_loss: 0.0310912 | Time: 10326 ms [2022-04-03 20:35:35 main:574] : INFO : Epoch 1650 | loss: 0.0310692 | val_loss: 0.0310866 | Time: 11252.8 ms [2022-04-03 20:35:46 main:574] : INFO : Epoch 1651 | loss: 0.0310693 | val_loss: 0.0310886 | Time: 11257.7 ms [2022-04-03 20:35:58 main:574] : INFO : Epoch 1652 | loss: 0.031065 | val_loss: 0.0310929 | Time: 11783.5 ms [2022-04-03 20:36:08 main:574] : INFO : Epoch 1653 | loss: 0.0310653 | val_loss: 0.0310939 | Time: 10891.6 ms [2022-04-03 20:36:19 main:574] : INFO : Epoch 1654 | loss: 0.0310663 | val_loss: 0.0310935 | Time: 10928.3 ms [2022-04-03 20:36:30 main:574] : INFO : Epoch 1655 | loss: 0.031062 | val_loss: 0.0310873 | Time: 10615.8 ms [2022-04-03 20:36:41 main:574] : INFO : Epoch 1656 | loss: 0.0310865 | val_loss: 0.0311118 | Time: 11021.1 ms [2022-04-03 20:36:51 main:574] : INFO : Epoch 1657 | loss: 0.0310987 | val_loss: 0.0311037 | Time: 9608.43 ms [2022-04-03 20:37:00 main:574] : INFO : Epoch 1658 | loss: 0.0310928 | val_loss: 0.0311008 | Time: 9068.33 ms [2022-04-03 20:37:09 main:574] : INFO : Epoch 1659 | loss: 0.0310886 | val_loss: 0.0311006 | Time: 9655.12 ms [2022-04-03 20:37:19 main:574] : INFO : Epoch 1660 | loss: 0.0310889 | val_loss: 0.031096 | Time: 9564.55 ms [2022-04-03 20:37:28 main:574] : INFO : Epoch 1661 | loss: 0.0310833 | val_loss: 0.0310956 | Time: 9315.78 ms [2022-04-03 20:37:38 main:574] : INFO : Epoch 1662 | loss: 0.0310806 | val_loss: 0.031095 | Time: 9268.26 ms [2022-04-03 20:37:47 main:574] : INFO : Epoch 1663 | loss: 0.0310812 | val_loss: 0.0310947 | Time: 9547.43 ms [2022-04-03 20:37:57 main:574] : INFO : Epoch 1664 | loss: 0.0310801 | val_loss: 0.0310933 | Time: 9489.54 ms [2022-04-03 20:38:06 main:574] : INFO : Epoch 1665 | loss: 0.0310819 | val_loss: 0.0310919 | Time: 9363.42 ms [2022-04-03 20:38:15 main:574] : INFO : Epoch 1666 | loss: 0.0310807 | val_loss: 0.0310931 | Time: 9151.93 ms [2022-04-03 20:38:24 main:574] : INFO : Epoch 1667 | loss: 0.031075 | val_loss: 0.0310928 | Time: 8998.43 ms [2022-04-03 20:38:33 main:574] : INFO : Epoch 1668 | loss: 0.0310763 | val_loss: 0.0310916 | Time: 8970.38 ms [2022-04-03 20:38:42 main:574] : INFO : Epoch 1669 | loss: 0.0310735 | val_loss: 0.0310905 | Time: 9215.75 ms [2022-04-03 20:38:51 main:574] : INFO : Epoch 1670 | loss: 0.0310726 | val_loss: 0.0310972 | Time: 8988.65 ms [2022-04-03 20:39:01 main:574] : INFO : Epoch 1671 | loss: 0.0310751 | val_loss: 0.0310879 | Time: 9233.52 ms [2022-04-03 20:39:10 main:574] : INFO : Epoch 1672 | loss: 0.0310737 | val_loss: 0.0310914 | Time: 9112.87 ms [2022-04-03 20:39:19 main:574] : INFO : Epoch 1673 | loss: 0.0310698 | val_loss: 0.0310907 | Time: 8981.05 ms [2022-04-03 20:39:28 main:574] : INFO : Epoch 1674 | loss: 0.031069 | val_loss: 0.0310983 | Time: 8844.78 ms [2022-04-03 20:39:36 main:574] : INFO : Epoch 1675 | loss: 0.0310685 | val_loss: 0.0310899 | Time: 8935.08 ms [2022-04-03 20:39:45 main:574] : INFO : Epoch 1676 | loss: 0.0310698 | val_loss: 0.0310896 | Time: 9030.41 ms [2022-04-03 20:39:55 main:574] : INFO : Epoch 1677 | loss: 0.031068 | val_loss: 0.0310901 | Time: 9084.5 ms [2022-04-03 20:40:04 main:574] : INFO : Epoch 1678 | loss: 0.0310694 | val_loss: 0.0310923 | Time: 9088.22 ms [2022-04-03 20:40:13 main:574] : INFO : Epoch 1679 | loss: 0.0310678 | val_loss: 0.031087 | Time: 9119.31 ms [2022-04-03 20:40:22 main:574] : INFO : Epoch 1680 | loss: 0.0310716 | val_loss: 0.0311027 | Time: 9094.35 ms [2022-04-03 20:40:31 main:574] : INFO : Epoch 1681 | loss: 0.0310778 | val_loss: 0.0310902 | Time: 9352.26 ms [2022-04-03 20:40:41 main:574] : INFO : Epoch 1682 | loss: 0.0310719 | val_loss: 0.0310877 | Time: 9967.22 ms [2022-04-03 20:40:52 main:574] : INFO : Epoch 1683 | loss: 0.0310736 | val_loss: 0.03109 | Time: 10502.8 ms [2022-04-03 20:41:03 main:574] : INFO : Epoch 1684 | loss: 0.0310709 | val_loss: 0.0310919 | Time: 10801.9 ms [2022-04-03 20:41:12 main:574] : INFO : Epoch 1685 | loss: 0.0310736 | val_loss: 0.0310905 | Time: 9608.19 ms [2022-04-03 20:41:21 main:574] : INFO : Epoch 1686 | loss: 0.031072 | val_loss: 0.0310877 | Time: 9146.5 ms [2022-04-03 20:41:31 main:574] : INFO : Epoch 1687 | loss: 0.0310715 | val_loss: 0.0310923 | Time: 9379.6 ms [2022-04-03 20:41:40 main:574] : INFO : Epoch 1688 | loss: 0.0310729 | val_loss: 0.0310876 | Time: 9172.91 ms [2022-04-03 20:41:50 main:574] : INFO : Epoch 1689 | loss: 0.0310738 | val_loss: 0.0310968 | Time: 9901.66 ms [2022-04-03 20:41:59 main:574] : INFO : Epoch 1690 | loss: 0.031075 | val_loss: 0.0310856 | Time: 9621.02 ms [2022-04-03 20:42:09 main:574] : INFO : Epoch 1691 | loss: 0.0310739 | val_loss: 0.0310843 | Time: 9755.64 ms [2022-04-03 20:42:19 main:574] : INFO : Epoch 1692 | loss: 0.0310772 | val_loss: 0.0310859 | Time: 9648.31 ms [2022-04-03 20:42:28 main:574] : INFO : Epoch 1693 | loss: 0.0310745 | val_loss: 0.0310945 | Time: 9493.04 ms [2022-04-03 20:42:38 main:574] : INFO : Epoch 1694 | loss: 0.0310764 | val_loss: 0.0310868 | Time: 9468.82 ms [2022-04-03 20:42:47 main:574] : INFO : Epoch 1695 | loss: 0.0310781 | val_loss: 0.0310851 | Time: 9481.11 ms [2022-04-03 20:42:57 main:574] : INFO : Epoch 1696 | loss: 0.0310754 | val_loss: 0.0310928 | Time: 9256.03 ms [2022-04-03 20:43:06 main:574] : INFO : Epoch 1697 | loss: 0.0310749 | val_loss: 0.0310853 | Time: 9090.49 ms [2022-04-03 20:43:15 main:574] : INFO : Epoch 1698 | loss: 0.0310697 | val_loss: 0.0310954 | Time: 9368.29 ms [2022-04-03 20:43:26 main:574] : INFO : Epoch 1699 | loss: 0.0310677 | val_loss: 0.0310876 | Time: 10809.4 ms [2022-04-03 20:43:35 main:574] : INFO : Epoch 1700 | loss: 0.0310652 | val_loss: 0.0310895 | Time: 9664.78 ms [2022-04-03 20:43:46 main:574] : INFO : Epoch 1701 | loss: 0.0310683 | val_loss: 0.031089 | Time: 10063 ms [2022-04-03 20:43:56 main:574] : INFO : Epoch 1702 | loss: 0.0310693 | val_loss: 0.0310923 | Time: 10271.8 ms [2022-04-03 20:44:06 main:574] : INFO : Epoch 1703 | loss: 0.0310718 | val_loss: 0.0310982 | Time: 10515.3 ms [2022-04-03 20:44:16 main:574] : INFO : Epoch 1704 | loss: 0.031069 | val_loss: 0.0310938 | Time: 9336.73 ms [2022-04-03 20:44:25 main:574] : INFO : Epoch 1705 | loss: 0.0310644 | val_loss: 0.031081 | Time: 9195.1 ms [2022-04-03 20:44:34 main:574] : INFO : Epoch 1706 | loss: 0.0310744 | val_loss: 0.0310928 | Time: 9174.07 ms [2022-04-03 20:44:43 main:574] : INFO : Epoch 1707 | loss: 0.0310651 | val_loss: 0.0310853 | Time: 9069.22 ms [2022-04-03 20:44:52 main:574] : INFO : Epoch 1708 | loss: 0.0310649 | val_loss: 0.0310973 | Time: 9269.06 ms [2022-04-03 20:45:02 main:574] : INFO : Epoch 1709 | loss: 0.0310674 | val_loss: 0.0310831 | Time: 9246.45 ms [2022-04-03 20:45:11 main:574] : INFO : Epoch 1710 | loss: 0.0310632 | val_loss: 0.0310849 | Time: 9340.31 ms [2022-04-03 20:45:20 main:574] : INFO : Epoch 1711 | loss: 0.031062 | val_loss: 0.031112 | Time: 9067.03 ms [2022-04-03 20:45:29 main:574] : INFO : Epoch 1712 | loss: 0.0310713 | val_loss: 0.0311006 | Time: 8974.03 ms [2022-04-03 20:45:38 main:574] : INFO : Epoch 1713 | loss: 0.0310644 | val_loss: 0.0310906 | Time: 8942.58 ms [2022-04-03 20:45:47 main:574] : INFO : Epoch 1714 | loss: 0.031059 | val_loss: 0.0310885 | Time: 8868.24 ms [2022-04-03 20:45:56 main:574] : INFO : Epoch 1715 | loss: 0.0310608 | val_loss: 0.0310948 | Time: 9036.65 ms [2022-04-03 20:46:05 main:574] : INFO : Epoch 1716 | loss: 0.0310737 | val_loss: 0.0310923 | Time: 9187.01 ms [2022-04-03 20:46:14 main:574] : INFO : Epoch 1717 | loss: 0.0310613 | val_loss: 0.0310864 | Time: 8940.89 ms [2022-04-03 20:46:23 main:574] : INFO : Epoch 1718 | loss: 0.031065 | val_loss: 0.0310855 | Time: 8987.35 ms [2022-04-03 20:46:32 main:574] : INFO : Epoch 1719 | loss: 0.0310654 | val_loss: 0.0310889 | Time: 8898.88 ms [2022-04-03 20:46:41 main:574] : INFO : Epoch 1720 | loss: 0.0310557 | val_loss: 0.0310828 | Time: 8932.35 ms [2022-04-03 20:46:50 main:574] : INFO : Epoch 1721 | loss: 0.0310615 | val_loss: 0.0310902 | Time: 9240.62 ms [2022-04-03 20:46:59 main:574] : INFO : Epoch 1722 | loss: 0.0310628 | val_loss: 0.0310809 | Time: 8966.04 ms [2022-04-03 20:47:08 main:574] : INFO : Epoch 1723 | loss: 0.0310586 | val_loss: 0.0310843 | Time: 8999.88 ms [2022-04-03 20:47:17 main:574] : INFO : Epoch 1724 | loss: 0.0310654 | val_loss: 0.0311036 | Time: 8940.28 ms [2022-04-03 20:47:26 main:574] : INFO : Epoch 1725 | loss: 0.031074 | val_loss: 0.0310924 | Time: 9122.23 ms [2022-04-03 20:47:35 main:574] : INFO : Epoch 1726 | loss: 0.0310701 | val_loss: 0.0310958 | Time: 8959.83 ms [2022-04-03 20:47:44 main:574] : INFO : Epoch 1727 | loss: 0.0310696 | val_loss: 0.0310906 | Time: 9065.56 ms [2022-04-03 20:47:53 main:574] : INFO : Epoch 1728 | loss: 0.0310656 | val_loss: 0.031105 | Time: 8945.82 ms [2022-04-03 20:48:02 main:574] : INFO : Epoch 1729 | loss: 0.0310636 | val_loss: 0.0310897 | Time: 9028.89 ms [2022-04-03 20:48:11 main:574] : INFO : Epoch 1730 | loss: 0.0310661 | val_loss: 0.0310961 | Time: 9008.21 ms [2022-04-03 20:48:20 main:574] : INFO : Epoch 1731 | loss: 0.0310596 | val_loss: 0.0310926 | Time: 9051.36 ms [2022-04-03 20:48:29 main:574] : INFO : Epoch 1732 | loss: 0.0310615 | val_loss: 0.0310901 | Time: 8976.6 ms [2022-04-03 20:48:38 main:574] : INFO : Epoch 1733 | loss: 0.0310602 | val_loss: 0.0310859 | Time: 9008.44 ms [2022-04-03 20:48:47 main:574] : INFO : Epoch 1734 | loss: 0.0310621 | val_loss: 0.0310836 | Time: 9051.28 ms [2022-04-03 20:48:56 main:574] : INFO : Epoch 1735 | loss: 0.0310639 | val_loss: 0.031086 | Time: 9018.3 ms [2022-04-03 20:49:06 main:574] : INFO : Epoch 1736 | loss: 0.0310602 | val_loss: 0.0310882 | Time: 9364.53 ms [2022-04-03 20:49:15 main:574] : INFO : Epoch 1737 | loss: 0.0310735 | val_loss: 0.0311224 | Time: 9097.08 ms [2022-04-03 20:49:24 main:574] : INFO : Epoch 1738 | loss: 0.0310987 | val_loss: 0.0311018 | Time: 9052.97 ms [2022-04-03 20:49:33 main:574] : INFO : Epoch 1739 | loss: 0.0310821 | val_loss: 0.0310908 | Time: 8894.25 ms [2022-04-03 20:49:42 main:574] : INFO : Epoch 1740 | loss: 0.0310787 | val_loss: 0.0310899 | Time: 9451.71 ms [2022-04-03 20:49:52 main:574] : INFO : Epoch 1741 | loss: 0.0310758 | val_loss: 0.0310909 | Time: 9263.71 ms [2022-04-03 20:50:01 main:574] : INFO : Epoch 1742 | loss: 0.0310707 | val_loss: 0.0310912 | Time: 9108.19 ms [2022-04-03 20:50:10 main:574] : INFO : Epoch 1743 | loss: 0.0310691 | val_loss: 0.031092 | Time: 8980.94 ms [2022-04-03 20:50:19 main:574] : INFO : Epoch 1744 | loss: 0.0310687 | val_loss: 0.0310968 | Time: 9049.84 ms [2022-04-03 20:50:28 main:574] : INFO : Epoch 1745 | loss: 0.0310676 | val_loss: 0.0310886 | Time: 9035.6 ms [2022-04-03 20:50:37 main:574] : INFO : Epoch 1746 | loss: 0.0310655 | val_loss: 0.0310841 | Time: 8954.56 ms [2022-04-03 20:50:46 main:574] : INFO : Epoch 1747 | loss: 0.0310628 | val_loss: 0.031087 | Time: 8991.99 ms [2022-04-03 20:50:55 main:574] : INFO : Epoch 1748 | loss: 0.0310659 | val_loss: 0.0310862 | Time: 8971.16 ms [2022-04-03 20:51:04 main:574] : INFO : Epoch 1749 | loss: 0.0310657 | val_loss: 0.0310827 | Time: 9119.79 ms [2022-04-03 20:51:13 main:574] : INFO : Epoch 1750 | loss: 0.0310585 | val_loss: 0.0310875 | Time: 9017.63 ms [2022-04-03 20:51:22 main:574] : INFO : Epoch 1751 | loss: 0.0310625 | val_loss: 0.0310861 | Time: 8892.38 ms [2022-04-03 20:51:31 main:574] : INFO : Epoch 1752 | loss: 0.0310658 | val_loss: 0.0310874 | Time: 8998.88 ms [2022-04-03 20:51:40 main:574] : INFO : Epoch 1753 | loss: 0.0310618 | val_loss: 0.031089 | Time: 8842.91 ms [2022-04-03 20:51:49 main:574] : INFO : Epoch 1754 | loss: 0.0310628 | val_loss: 0.0310904 | Time: 9253.27 ms [2022-04-03 20:51:58 main:574] : INFO : Epoch 1755 | loss: 0.0310648 | val_loss: 0.0310853 | Time: 9236.94 ms [2022-04-03 20:52:07 main:574] : INFO : Epoch 1756 | loss: 0.0310586 | val_loss: 0.0310862 | Time: 9421.87 ms [2022-04-03 20:52:17 main:574] : INFO : Epoch 1757 | loss: 0.0310573 | val_loss: 0.0310913 | Time: 9268.1 ms [2022-04-03 20:52:26 main:574] : INFO : Epoch 1758 | loss: 0.0310576 | val_loss: 0.0310869 | Time: 9247.47 ms [2022-04-03 20:52:35 main:574] : INFO : Epoch 1759 | loss: 0.0310672 | val_loss: 0.0310833 | Time: 9427.56 ms [2022-04-03 20:52:45 main:574] : INFO : Epoch 1760 | loss: 0.0310616 | val_loss: 0.0310895 | Time: 9341.49 ms [2022-04-03 20:52:54 main:574] : INFO : Epoch 1761 | loss: 0.0310626 | val_loss: 0.0310847 | Time: 9129.06 ms [2022-04-03 20:53:03 main:574] : INFO : Epoch 1762 | loss: 0.0310612 | val_loss: 0.0310899 | Time: 9322.86 ms [2022-04-03 20:53:13 main:574] : INFO : Epoch 1763 | loss: 0.0310598 | val_loss: 0.0310871 | Time: 9304.1 ms [2022-04-03 20:53:22 main:574] : INFO : Epoch 1764 | loss: 0.0310711 | val_loss: 0.0311103 | Time: 9107.74 ms [2022-04-03 20:53:31 main:574] : INFO : Epoch 1765 | loss: 0.0310732 | val_loss: 0.0310859 | Time: 9212.14 ms [2022-04-03 20:53:40 main:574] : INFO : Epoch 1766 | loss: 0.0310653 | val_loss: 0.0310954 | Time: 9232.95 ms [2022-04-03 20:53:50 main:574] : INFO : Epoch 1767 | loss: 0.0310659 | val_loss: 0.0310833 | Time: 10063.1 ms [2022-04-03 20:54:00 main:574] : INFO : Epoch 1768 | loss: 0.0310623 | val_loss: 0.0310845 | Time: 9353.69 ms [2022-04-03 20:54:09 main:574] : INFO : Epoch 1769 | loss: 0.0310622 | val_loss: 0.0310855 | Time: 9398.18 ms [2022-04-03 20:54:18 main:574] : INFO : Epoch 1770 | loss: 0.031059 | val_loss: 0.0310868 | Time: 9125.06 ms [2022-04-03 20:54:27 main:574] : INFO : Epoch 1771 | loss: 0.0310582 | val_loss: 0.0310847 | Time: 9231.15 ms [2022-04-03 20:54:36 main:574] : INFO : Epoch 1772 | loss: 0.031057 | val_loss: 0.0310872 | Time: 9122.56 ms [2022-04-03 20:54:46 main:574] : INFO : Epoch 1773 | loss: 0.0310579 | val_loss: 0.0310949 | Time: 9132.72 ms [2022-04-03 20:54:55 main:574] : INFO : Epoch 1774 | loss: 0.0310614 | val_loss: 0.0310884 | Time: 9260.55 ms [2022-04-03 20:55:04 main:574] : INFO : Epoch 1775 | loss: 0.0310531 | val_loss: 0.0310921 | Time: 9341.14 ms [2022-04-03 20:55:13 main:574] : INFO : Epoch 1776 | loss: 0.031052 | val_loss: 0.0310908 | Time: 9222.93 ms [2022-04-03 20:55:23 main:574] : INFO : Epoch 1777 | loss: 0.0310621 | val_loss: 0.0310838 | Time: 9175.79 ms [2022-04-03 20:55:32 main:574] : INFO : Epoch 1778 | loss: 0.0310585 | val_loss: 0.0310943 | Time: 9372.71 ms [2022-04-03 20:55:41 main:574] : INFO : Epoch 1779 | loss: 0.0310636 | val_loss: 0.0310871 | Time: 9374.33 ms [2022-04-03 20:55:51 main:574] : INFO : Epoch 1780 | loss: 0.0310587 | val_loss: 0.0310853 | Time: 9670.25 ms [2022-04-03 20:56:01 main:574] : INFO : Epoch 1781 | loss: 0.0310601 | val_loss: 0.0310844 | Time: 9868.44 ms [2022-04-03 20:56:11 main:574] : INFO : Epoch 1782 | loss: 0.0310557 | val_loss: 0.0310839 | Time: 9790.8 ms [2022-04-03 20:56:20 main:574] : INFO : Epoch 1783 | loss: 0.0310544 | val_loss: 0.0310882 | Time: 9460.07 ms [2022-04-03 20:56:30 main:574] : INFO : Epoch 1784 | loss: 0.0310544 | val_loss: 0.0310921 | Time: 9579.06 ms [2022-04-03 20:56:39 main:574] : INFO : Epoch 1785 | loss: 0.0310547 | val_loss: 0.0310955 | Time: 9164.2 ms [2022-04-03 20:56:49 main:574] : INFO : Epoch 1786 | loss: 0.0310552 | val_loss: 0.0310948 | Time: 9735.71 ms [2022-04-03 20:56:59 main:574] : INFO : Epoch 1787 | loss: 0.0310546 | val_loss: 0.0310932 | Time: 10184.9 ms [2022-04-03 20:57:10 main:574] : INFO : Epoch 1788 | loss: 0.0310589 | val_loss: 0.0310837 | Time: 11612.4 ms [2022-04-03 20:57:21 main:574] : INFO : Epoch 1789 | loss: 0.0310532 | val_loss: 0.0311014 | Time: 10098.5 ms [2022-04-03 20:57:30 main:574] : INFO : Epoch 1790 | loss: 0.0310562 | val_loss: 0.0310865 | Time: 9829.05 ms [2022-04-03 20:57:40 main:574] : INFO : Epoch 1791 | loss: 0.0310591 | val_loss: 0.031081 | Time: 9569.3 ms [2022-04-03 20:57:49 main:574] : INFO : Epoch 1792 | loss: 0.0310597 | val_loss: 0.031085 | Time: 9403.7 ms [2022-04-03 20:58:01 main:574] : INFO : Epoch 1793 | loss: 0.031056 | val_loss: 0.0310852 | Time: 11448.1 ms [2022-04-03 20:58:11 main:574] : INFO : Epoch 1794 | loss: 0.0310673 | val_loss: 0.0310846 | Time: 10101.9 ms [2022-04-03 20:58:21 main:574] : INFO : Epoch 1795 | loss: 0.031055 | val_loss: 0.0310847 | Time: 9825.08 ms [2022-04-03 20:58:31 main:574] : INFO : Epoch 1796 | loss: 0.0310494 | val_loss: 0.0310877 | Time: 9835.19 ms [2022-04-03 20:58:40 main:574] : INFO : Epoch 1797 | loss: 0.0310516 | val_loss: 0.0310971 | Time: 9623.1 ms [2022-04-03 20:58:50 main:574] : INFO : Epoch 1798 | loss: 0.0310518 | val_loss: 0.0310925 | Time: 9562.73 ms [2022-04-03 20:58:59 main:574] : INFO : Epoch 1799 | loss: 0.0310611 | val_loss: 0.0310877 | Time: 9422.25 ms [2022-04-03 20:59:09 main:574] : INFO : Epoch 1800 | loss: 0.0310577 | val_loss: 0.0311099 | Time: 9268.78 ms [2022-04-03 20:59:18 main:574] : INFO : Epoch 1801 | loss: 0.0310594 | val_loss: 0.0310818 | Time: 9150.54 ms [2022-04-03 20:59:27 main:574] : INFO : Epoch 1802 | loss: 0.031056 | val_loss: 0.0310867 | Time: 9028.8 ms [2022-04-03 20:59:39 main:574] : INFO : Epoch 1803 | loss: 0.031052 | val_loss: 0.0310852 | Time: 11784.6 ms [2022-04-03 20:59:48 main:574] : INFO : Epoch 1804 | loss: 0.0310492 | val_loss: 0.0310898 | Time: 9103.54 ms [2022-04-03 20:59:56 main:574] : INFO : Epoch 1805 | loss: 0.0310501 | val_loss: 0.0310915 | Time: 8817.81 ms [2022-04-03 21:00:07 main:574] : INFO : Epoch 1806 | loss: 0.0310513 | val_loss: 0.0310971 | Time: 10512.6 ms [2022-04-03 21:00:19 main:574] : INFO : Epoch 1807 | loss: 0.031049 | val_loss: 0.0310978 | Time: 11677 ms [2022-04-03 21:00:29 main:574] : INFO : Epoch 1808 | loss: 0.031051 | val_loss: 0.0310955 | Time: 10194.4 ms [2022-04-03 21:00:38 main:574] : INFO : Epoch 1809 | loss: 0.0310519 | val_loss: 0.0310979 | Time: 9049.75 ms [2022-04-03 21:00:47 main:574] : INFO : Epoch 1810 | loss: 0.031055 | val_loss: 0.0310884 | Time: 8801.9 ms [2022-04-03 21:00:55 main:574] : INFO : Epoch 1811 | loss: 0.0310514 | val_loss: 0.0311057 | Time: 8401.37 ms [2022-04-03 21:01:03 main:574] : INFO : Epoch 1812 | loss: 0.0310532 | val_loss: 0.0311035 | Time: 8377.63 ms [2022-04-03 21:01:12 main:574] : INFO : Epoch 1813 | loss: 0.0310578 | val_loss: 0.0310887 | Time: 8741.89 ms [2022-04-03 21:01:21 main:574] : INFO : Epoch 1814 | loss: 0.0310565 | val_loss: 0.0310858 | Time: 9036.22 ms [2022-04-03 21:01:30 main:574] : INFO : Epoch 1815 | loss: 0.0310724 | val_loss: 0.0311067 | Time: 8559.47 ms [2022-04-03 21:01:38 main:574] : INFO : Epoch 1816 | loss: 0.0310663 | val_loss: 0.0310992 | Time: 8310.41 ms [2022-04-03 21:01:46 main:574] : INFO : Epoch 1817 | loss: 0.0310597 | val_loss: 0.0310885 | Time: 8219.8 ms [2022-04-03 21:01:55 main:574] : INFO : Epoch 1818 | loss: 0.0310561 | val_loss: 0.0310838 | Time: 8476.27 ms [2022-04-03 21:02:03 main:574] : INFO : Epoch 1819 | loss: 0.0310527 | val_loss: 0.0310858 | Time: 8479.33 ms [2022-04-03 21:02:12 main:574] : INFO : Epoch 1820 | loss: 0.031053 | val_loss: 0.0310917 | Time: 8292.34 ms [2022-04-03 21:02:20 main:574] : INFO : Epoch 1821 | loss: 0.0310526 | val_loss: 0.0310899 | Time: 8358.89 ms [2022-04-03 21:02:28 main:574] : INFO : Epoch 1822 | loss: 0.0310536 | val_loss: 0.0310853 | Time: 8316.92 ms [2022-04-03 21:02:37 main:574] : INFO : Epoch 1823 | loss: 0.0310506 | val_loss: 0.0310858 | Time: 8232.81 ms [2022-04-03 21:02:45 main:574] : INFO : Epoch 1824 | loss: 0.0310635 | val_loss: 0.0310919 | Time: 8367.68 ms [2022-04-03 21:02:53 main:574] : INFO : Epoch 1825 | loss: 0.0310613 | val_loss: 0.0310872 | Time: 8393.73 ms [2022-04-03 21:03:02 main:574] : INFO : Epoch 1826 | loss: 0.0310537 | val_loss: 0.0310919 | Time: 8428.89 ms [2022-04-03 21:03:10 main:574] : INFO : Epoch 1827 | loss: 0.0310508 | val_loss: 0.0310841 | Time: 8269.07 ms [2022-04-03 21:03:18 main:574] : INFO : Epoch 1828 | loss: 0.0310548 | val_loss: 0.0310873 | Time: 8381.87 ms [2022-04-03 21:03:27 main:574] : INFO : Epoch 1829 | loss: 0.0310561 | val_loss: 0.0310971 | Time: 8377.25 ms [2022-04-03 21:03:35 main:574] : INFO : Epoch 1830 | loss: 0.0310664 | val_loss: 0.0311022 | Time: 8315.52 ms [2022-04-03 21:03:43 main:574] : INFO : Epoch 1831 | loss: 0.0310656 | val_loss: 0.0311028 | Time: 8290.21 ms [2022-04-03 21:03:52 main:574] : INFO : Epoch 1832 | loss: 0.031055 | val_loss: 0.0310864 | Time: 8298.79 ms [2022-04-03 21:04:00 main:574] : INFO : Epoch 1833 | loss: 0.0310535 | val_loss: 0.0310908 | Time: 8734.75 ms [2022-04-03 21:04:10 main:574] : INFO : Epoch 1834 | loss: 0.0310555 | val_loss: 0.031087 | Time: 9422.36 ms [2022-04-03 21:04:19 main:574] : INFO : Epoch 1835 | loss: 0.031053 | val_loss: 0.0310865 | Time: 8977.13 ms [2022-04-03 21:04:28 main:574] : INFO : Epoch 1836 | loss: 0.0310575 | val_loss: 0.031091 | Time: 9197.12 ms [2022-04-03 21:04:39 main:574] : INFO : Epoch 1837 | loss: 0.0310555 | val_loss: 0.0310995 | Time: 10395.4 ms [2022-04-03 21:04:48 main:574] : INFO : Epoch 1838 | loss: 0.0310532 | val_loss: 0.0310882 | Time: 9961.39 ms [2022-04-03 21:04:58 main:574] : INFO : Epoch 1839 | loss: 0.0310504 | val_loss: 0.0310889 | Time: 9250.16 ms [2022-04-03 21:05:07 main:574] : INFO : Epoch 1840 | loss: 0.0310519 | val_loss: 0.0310878 | Time: 9468.11 ms [2022-04-03 21:05:16 main:574] : INFO : Epoch 1841 | loss: 0.0310491 | val_loss: 0.03109 | Time: 9167.14 ms [2022-04-03 21:05:26 main:574] : INFO : Epoch 1842 | loss: 0.031055 | val_loss: 0.0310912 | Time: 9254.67 ms [2022-04-03 21:05:35 main:574] : INFO : Epoch 1843 | loss: 0.0310609 | val_loss: 0.0310918 | Time: 9264.88 ms [2022-04-03 21:05:44 main:574] : INFO : Epoch 1844 | loss: 0.0310566 | val_loss: 0.0310812 | Time: 9207.97 ms [2022-04-03 21:05:53 main:574] : INFO : Epoch 1845 | loss: 0.0310567 | val_loss: 0.0310841 | Time: 9272.51 ms [2022-04-03 21:06:03 main:574] : INFO : Epoch 1846 | loss: 0.031054 | val_loss: 0.0311028 | Time: 9377.46 ms [2022-04-03 21:06:12 main:574] : INFO : Epoch 1847 | loss: 0.0310619 | val_loss: 0.0310923 | Time: 9297.4 ms [2022-04-03 21:06:22 main:574] : INFO : Epoch 1848 | loss: 0.0310523 | val_loss: 0.0310819 | Time: 9536.12 ms [2022-04-03 21:06:31 main:574] : INFO : Epoch 1849 | loss: 0.031049 | val_loss: 0.0310916 | Time: 9388.2 ms [2022-04-03 21:06:40 main:574] : INFO : Epoch 1850 | loss: 0.0310537 | val_loss: 0.0311 | Time: 9227.96 ms [2022-04-03 21:06:50 main:574] : INFO : Epoch 1851 | loss: 0.0310591 | val_loss: 0.0310912 | Time: 9754.03 ms [2022-04-03 21:06:59 main:574] : INFO : Epoch 1852 | loss: 0.0310527 | val_loss: 0.0311012 | Time: 9290.21 ms [2022-04-03 21:07:09 main:574] : INFO : Epoch 1853 | loss: 0.0310514 | val_loss: 0.0310965 | Time: 9982.13 ms [2022-04-03 21:07:19 main:574] : INFO : Epoch 1854 | loss: 0.0310523 | val_loss: 0.0310994 | Time: 9761.35 ms [2022-04-03 21:07:28 main:574] : INFO : Epoch 1855 | loss: 0.0310649 | val_loss: 0.0310846 | Time: 9135.27 ms [2022-04-03 21:07:38 main:574] : INFO : Epoch 1856 | loss: 0.0310565 | val_loss: 0.0310882 | Time: 9728.32 ms [2022-04-03 21:07:47 main:574] : INFO : Epoch 1857 | loss: 0.0310527 | val_loss: 0.0310904 | Time: 9546.22 ms [2022-04-03 21:07:57 main:574] : INFO : Epoch 1858 | loss: 0.031053 | val_loss: 0.0310921 | Time: 9517.84 ms [2022-04-03 21:08:06 main:574] : INFO : Epoch 1859 | loss: 0.0310625 | val_loss: 0.0310869 | Time: 9384.06 ms [2022-04-03 21:08:16 main:574] : INFO : Epoch 1860 | loss: 0.031066 | val_loss: 0.0310957 | Time: 9304.11 ms [2022-04-03 21:08:25 main:574] : INFO : Epoch 1861 | loss: 0.031053 | val_loss: 0.0310978 | Time: 9730.09 ms [2022-04-03 21:08:35 main:574] : INFO : Epoch 1862 | loss: 0.0310466 | val_loss: 0.0310993 | Time: 9269.28 ms [2022-04-03 21:08:44 main:574] : INFO : Epoch 1863 | loss: 0.0310521 | val_loss: 0.0310942 | Time: 9472.52 ms [2022-04-03 21:08:53 main:574] : INFO : Epoch 1864 | loss: 0.0310469 | val_loss: 0.0310949 | Time: 9155.56 ms [2022-04-03 21:09:03 main:574] : INFO : Epoch 1865 | loss: 0.0310438 | val_loss: 0.0310912 | Time: 9269.79 ms [2022-04-03 21:09:12 main:574] : INFO : Epoch 1866 | loss: 0.0310563 | val_loss: 0.0311017 | Time: 9262.79 ms [2022-04-03 21:09:21 main:574] : INFO : Epoch 1867 | loss: 0.0310583 | val_loss: 0.0310979 | Time: 9224.37 ms [2022-04-03 21:09:30 main:574] : INFO : Epoch 1868 | loss: 0.0310539 | val_loss: 0.0310984 | Time: 9211.15 ms [2022-04-03 21:09:39 main:574] : INFO : Epoch 1869 | loss: 0.0310538 | val_loss: 0.0310938 | Time: 9077.23 ms [2022-04-03 21:09:49 main:574] : INFO : Epoch 1870 | loss: 0.0310545 | val_loss: 0.0310858 | Time: 9076.14 ms [2022-04-03 21:09:58 main:574] : INFO : Epoch 1871 | loss: 0.0310545 | val_loss: 0.0310896 | Time: 9150.05 ms [2022-04-03 21:10:07 main:574] : INFO : Epoch 1872 | loss: 0.031055 | val_loss: 0.0310964 | Time: 9419.27 ms [2022-04-03 21:10:16 main:574] : INFO : Epoch 1873 | loss: 0.0310561 | val_loss: 0.0310918 | Time: 9265.31 ms [2022-04-03 21:10:26 main:574] : INFO : Epoch 1874 | loss: 0.0310474 | val_loss: 0.0310932 | Time: 9150.92 ms [2022-04-03 21:10:35 main:574] : INFO : Epoch 1875 | loss: 0.0310513 | val_loss: 0.0310958 | Time: 9210.87 ms [2022-04-03 21:10:45 main:574] : INFO : Epoch 1876 | loss: 0.0310498 | val_loss: 0.0310843 | Time: 9865.74 ms [2022-04-03 21:10:53 main:574] : INFO : Epoch 1877 | loss: 0.0310464 | val_loss: 0.0310994 | Time: 8612.22 ms [2022-04-03 21:11:02 main:574] : INFO : Epoch 1878 | loss: 0.031047 | val_loss: 0.0310894 | Time: 8574.3 ms [2022-04-03 21:11:10 main:574] : INFO : Epoch 1879 | loss: 0.0310459 | val_loss: 0.0310886 | Time: 8419.04 ms [2022-04-03 21:11:19 main:574] : INFO : Epoch 1880 | loss: 0.0310466 | val_loss: 0.0310999 | Time: 8465.06 ms [2022-04-03 21:11:27 main:574] : INFO : Epoch 1881 | loss: 0.031057 | val_loss: 0.0311084 | Time: 8344.71 ms [2022-04-03 21:11:35 main:574] : INFO : Epoch 1882 | loss: 0.0310532 | val_loss: 0.0310992 | Time: 8413.04 ms [2022-04-03 21:11:44 main:574] : INFO : Epoch 1883 | loss: 0.0310605 | val_loss: 0.0310977 | Time: 8385.69 ms [2022-04-03 21:11:52 main:574] : INFO : Epoch 1884 | loss: 0.03106 | val_loss: 0.0310977 | Time: 8507.66 ms [2022-04-03 21:12:01 main:574] : INFO : Epoch 1885 | loss: 0.031057 | val_loss: 0.0310877 | Time: 8360.18 ms [2022-04-03 21:12:09 main:574] : INFO : Epoch 1886 | loss: 0.0310514 | val_loss: 0.0310982 | Time: 8379.85 ms [2022-04-03 21:12:18 main:574] : INFO : Epoch 1887 | loss: 0.0310479 | val_loss: 0.0310841 | Time: 8486.3 ms [2022-04-03 21:12:26 main:574] : INFO : Epoch 1888 | loss: 0.0310473 | val_loss: 0.0310918 | Time: 8407.36 ms [2022-04-03 21:12:34 main:574] : INFO : Epoch 1889 | loss: 0.0310506 | val_loss: 0.0310938 | Time: 8428.53 ms [2022-04-03 21:12:43 main:574] : INFO : Epoch 1890 | loss: 0.0310506 | val_loss: 0.0310936 | Time: 8369.82 ms [2022-04-03 21:12:51 main:574] : INFO : Epoch 1891 | loss: 0.0310509 | val_loss: 0.0310891 | Time: 8507.18 ms [2022-04-03 21:13:00 main:574] : INFO : Epoch 1892 | loss: 0.0310503 | val_loss: 0.0310931 | Time: 8626.94 ms [2022-04-03 21:13:08 main:574] : INFO : Epoch 1893 | loss: 0.0310732 | val_loss: 0.0310999 | Time: 8518.36 ms [2022-04-03 21:13:17 main:574] : INFO : Epoch 1894 | loss: 0.0310744 | val_loss: 0.0311008 | Time: 8408.82 ms [2022-04-03 21:13:25 main:574] : INFO : Epoch 1895 | loss: 0.0310702 | val_loss: 0.0310934 | Time: 8368.98 ms [2022-04-03 21:13:34 main:574] : INFO : Epoch 1896 | loss: 0.0310672 | val_loss: 0.0310955 | Time: 8391.37 ms [2022-04-03 21:13:42 main:574] : INFO : Epoch 1897 | loss: 0.0310663 | val_loss: 0.0310927 | Time: 8340.27 ms [2022-04-03 21:13:50 main:574] : INFO : Epoch 1898 | loss: 0.0310646 | val_loss: 0.0310899 | Time: 8352.62 ms [2022-04-03 21:13:59 main:574] : INFO : Epoch 1899 | loss: 0.0310625 | val_loss: 0.0310982 | Time: 8249.79 ms [2022-04-03 21:14:07 main:574] : INFO : Epoch 1900 | loss: 0.0310611 | val_loss: 0.0310909 | Time: 8526.96 ms [2022-04-03 21:14:15 main:574] : INFO : Epoch 1901 | loss: 0.0310576 | val_loss: 0.0310887 | Time: 8281.39 ms [2022-04-03 21:14:24 main:574] : INFO : Epoch 1902 | loss: 0.0310552 | val_loss: 0.0310868 | Time: 8281.26 ms [2022-04-03 21:14:32 main:574] : INFO : Epoch 1903 | loss: 0.0310599 | val_loss: 0.0310851 | Time: 8378.76 ms [2022-04-03 21:14:40 main:574] : INFO : Epoch 1904 | loss: 0.0310582 | val_loss: 0.0310914 | Time: 8221.8 ms [2022-04-03 21:14:49 main:574] : INFO : Epoch 1905 | loss: 0.0310636 | val_loss: 0.0311062 | Time: 8343.5 ms [2022-04-03 21:14:57 main:574] : INFO : Epoch 1906 | loss: 0.0310705 | val_loss: 0.0310904 | Time: 8357.68 ms [2022-04-03 21:15:06 main:574] : INFO : Epoch 1907 | loss: 0.0310641 | val_loss: 0.0310872 | Time: 8498.05 ms [2022-04-03 21:15:14 main:574] : INFO : Epoch 1908 | loss: 0.0310596 | val_loss: 0.0310953 | Time: 8427.43 ms [2022-04-03 21:15:22 main:574] : INFO : Epoch 1909 | loss: 0.0310574 | val_loss: 0.0310863 | Time: 8423.77 ms [2022-04-03 21:15:31 main:574] : INFO : Epoch 1910 | loss: 0.0310544 | val_loss: 0.0310921 | Time: 8239.46 ms [2022-04-03 21:15:39 main:574] : INFO : Epoch 1911 | loss: 0.0310568 | val_loss: 0.0310868 | Time: 8414.4 ms [2022-04-03 21:15:48 main:574] : INFO : Epoch 1912 | loss: 0.0310543 | val_loss: 0.0311052 | Time: 8761.32 ms [2022-04-03 21:15:56 main:574] : INFO : Epoch 1913 | loss: 0.0310567 | val_loss: 0.0310892 | Time: 8532.8 ms [2022-04-03 21:16:05 main:574] : INFO : Epoch 1914 | loss: 0.0310541 | val_loss: 0.0310901 | Time: 8465.62 ms [2022-04-03 21:16:13 main:574] : INFO : Epoch 1915 | loss: 0.0310556 | val_loss: 0.0310964 | Time: 8325.08 ms [2022-04-03 21:16:22 main:574] : INFO : Epoch 1916 | loss: 0.0310593 | val_loss: 0.0310879 | Time: 8385.59 ms [2022-04-03 21:16:30 main:574] : INFO : Epoch 1917 | loss: 0.0310506 | val_loss: 0.0310851 | Time: 8301.16 ms [2022-04-03 21:16:38 main:574] : INFO : Epoch 1918 | loss: 0.0310522 | val_loss: 0.0310882 | Time: 8515.02 ms [2022-04-03 21:16:47 main:574] : INFO : Epoch 1919 | loss: 0.0310521 | val_loss: 0.0310873 | Time: 8922.01 ms [2022-04-03 21:17:08 main:574] : INFO : Epoch 1920 | loss: 0.0310475 | val_loss: 0.0310919 | Time: 20768.2 ms [2022-04-03 21:17:17 main:574] : INFO : Epoch 1921 | loss: 0.0310469 | val_loss: 0.0310965 | Time: 8643.17 ms [2022-04-03 21:17:25 main:574] : INFO : Epoch 1922 | loss: 0.0310518 | val_loss: 0.0310968 | Time: 8287.72 ms [2022-04-03 21:17:34 main:574] : INFO : Epoch 1923 | loss: 0.0310508 | val_loss: 0.0310908 | Time: 8517.91 ms [2022-04-03 21:17:45 main:574] : INFO : Epoch 1924 | loss: 0.0310494 | val_loss: 0.0310991 | Time: 10996.7 ms [2022-04-03 21:17:58 main:574] : INFO : Epoch 1925 | loss: 0.0310483 | val_loss: 0.0310865 | Time: 13220.5 ms [2022-04-03 21:18:07 main:574] : INFO : Epoch 1926 | loss: 0.0310457 | val_loss: 0.031092 | Time: 9100.64 ms [2022-04-03 21:18:19 main:574] : INFO : Epoch 1927 | loss: 0.0310505 | val_loss: 0.0310905 | Time: 12328.3 ms [2022-04-03 21:18:30 main:574] : INFO : Epoch 1928 | loss: 0.031048 | val_loss: 0.031106 | Time: 10592.7 ms [2022-04-03 21:18:41 main:574] : INFO : Epoch 1929 | loss: 0.0310497 | val_loss: 0.0310893 | Time: 10982.1 ms [2022-04-03 21:18:50 main:574] : INFO : Epoch 1930 | loss: 0.0310477 | val_loss: 0.0310868 | Time: 9438.31 ms [2022-04-03 21:19:00 main:574] : INFO : Epoch 1931 | loss: 0.0310492 | val_loss: 0.0310885 | Time: 9372.58 ms [2022-04-03 21:19:09 main:574] : INFO : Epoch 1932 | loss: 0.0310597 | val_loss: 0.0310869 | Time: 9053.1 ms [2022-04-03 21:19:18 main:574] : INFO : Epoch 1933 | loss: 0.0310628 | val_loss: 0.0310898 | Time: 9042.89 ms [2022-04-03 21:19:27 main:574] : INFO : Epoch 1934 | loss: 0.0310599 | val_loss: 0.0310978 | Time: 9332.7 ms [2022-04-03 21:19:36 main:574] : INFO : Epoch 1935 | loss: 0.0310582 | val_loss: 0.0310833 | Time: 9124.46 ms [2022-04-03 21:19:45 main:574] : INFO : Epoch 1936 | loss: 0.0310529 | val_loss: 0.0310958 | Time: 9101.95 ms [2022-04-03 21:19:54 main:574] : INFO : Epoch 1937 | loss: 0.031054 | val_loss: 0.0310881 | Time: 8848.44 ms [2022-04-03 21:20:03 main:574] : INFO : Epoch 1938 | loss: 0.0310477 | val_loss: 0.0310877 | Time: 8903.39 ms [2022-04-03 21:20:12 main:574] : INFO : Epoch 1939 | loss: 0.0310474 | val_loss: 0.0310855 | Time: 8889.25 ms [2022-04-03 21:20:25 main:574] : INFO : Epoch 1940 | loss: 0.0310481 | val_loss: 0.0310878 | Time: 13245.8 ms [2022-04-03 21:20:35 main:574] : INFO : Epoch 1941 | loss: 0.0310424 | val_loss: 0.0310861 | Time: 10176 ms [2022-04-03 21:20:45 main:574] : INFO : Epoch 1942 | loss: 0.0310424 | val_loss: 0.0310984 | Time: 10046.9 ms [2022-04-03 21:20:58 main:574] : INFO : Epoch 1943 | loss: 0.0310485 | val_loss: 0.0310971 | Time: 12714.6 ms [2022-04-03 21:21:09 main:574] : INFO : Epoch 1944 | loss: 0.0310447 | val_loss: 0.0310876 | Time: 10791.4 ms [2022-04-03 21:21:18 main:574] : INFO : Epoch 1945 | loss: 0.0310412 | val_loss: 0.0310903 | Time: 9517.41 ms [2022-04-03 21:21:28 main:574] : INFO : Epoch 1946 | loss: 0.0310412 | val_loss: 0.0310908 | Time: 9300.77 ms [2022-04-03 21:21:37 main:574] : INFO : Epoch 1947 | loss: 0.0310455 | val_loss: 0.0311135 | Time: 9191.22 ms [2022-04-03 21:21:46 main:574] : INFO : Epoch 1948 | loss: 0.0310485 | val_loss: 0.0310912 | Time: 9187.18 ms [2022-04-03 21:21:56 main:574] : INFO : Epoch 1949 | loss: 0.03105 | val_loss: 0.0310918 | Time: 9536.16 ms [2022-04-03 21:22:05 main:574] : INFO : Epoch 1950 | loss: 0.0310504 | val_loss: 0.0310967 | Time: 9253.07 ms [2022-04-03 21:22:14 main:574] : INFO : Epoch 1951 | loss: 0.0310506 | val_loss: 0.0310975 | Time: 9067.13 ms [2022-04-03 21:22:23 main:574] : INFO : Epoch 1952 | loss: 0.0310483 | val_loss: 0.031096 | Time: 8891.58 ms [2022-04-03 21:22:32 main:574] : INFO : Epoch 1953 | loss: 0.0310473 | val_loss: 0.0310908 | Time: 8937.34 ms [2022-04-03 21:22:41 main:574] : INFO : Epoch 1954 | loss: 0.0310464 | val_loss: 0.0310929 | Time: 9065.28 ms [2022-04-03 21:22:50 main:574] : INFO : Epoch 1955 | loss: 0.0310543 | val_loss: 0.0311189 | Time: 9022.22 ms [2022-04-03 21:22:59 main:574] : INFO : Epoch 1956 | loss: 0.0310516 | val_loss: 0.0311047 | Time: 8931.32 ms [2022-04-03 21:23:08 main:574] : INFO : Epoch 1957 | loss: 0.0310467 | val_loss: 0.0310938 | Time: 9458.71 ms [2022-04-03 21:23:18 main:574] : INFO : Epoch 1958 | loss: 0.0310515 | val_loss: 0.0311069 | Time: 9448.55 ms [2022-04-03 21:23:27 main:574] : INFO : Epoch 1959 | loss: 0.0310506 | val_loss: 0.0310954 | Time: 9000.99 ms [2022-04-03 21:23:36 main:574] : INFO : Epoch 1960 | loss: 0.0310451 | val_loss: 0.0311055 | Time: 9556.88 ms [2022-04-03 21:23:45 main:574] : INFO : Epoch 1961 | loss: 0.0310457 | val_loss: 0.0310916 | Time: 9082.1 ms [2022-04-03 21:23:54 main:574] : INFO : Epoch 1962 | loss: 0.0310487 | val_loss: 0.0310903 | Time: 8948.93 ms [2022-04-03 21:24:04 main:574] : INFO : Epoch 1963 | loss: 0.0310536 | val_loss: 0.0310937 | Time: 9243.58 ms [2022-04-03 21:24:13 main:574] : INFO : Epoch 1964 | loss: 0.0310469 | val_loss: 0.0310998 | Time: 8840.87 ms [2022-04-03 21:24:22 main:574] : INFO : Epoch 1965 | loss: 0.0310487 | val_loss: 0.0310957 | Time: 9215.61 ms [2022-04-03 21:24:31 main:574] : INFO : Epoch 1966 | loss: 0.0310496 | val_loss: 0.0311007 | Time: 8968.6 ms [2022-04-03 21:24:40 main:574] : INFO : Epoch 1967 | loss: 0.0310485 | val_loss: 0.0310911 | Time: 9243.46 ms [2022-04-03 21:24:49 main:574] : INFO : Epoch 1968 | loss: 0.0310484 | val_loss: 0.0311018 | Time: 9304.56 ms [2022-04-03 21:24:58 main:574] : INFO : Epoch 1969 | loss: 0.0310512 | val_loss: 0.0310928 | Time: 9006.84 ms [2022-04-03 21:25:07 main:574] : INFO : Epoch 1970 | loss: 0.0310517 | val_loss: 0.031093 | Time: 9115.51 ms [2022-04-03 21:25:16 main:574] : INFO : Epoch 1971 | loss: 0.0310478 | val_loss: 0.03109 | Time: 8948.32 ms [2022-04-03 21:25:25 main:574] : INFO : Epoch 1972 | loss: 0.0310472 | val_loss: 0.0310941 | Time: 8963.27 ms [2022-04-03 21:25:34 main:574] : INFO : Epoch 1973 | loss: 0.0310492 | val_loss: 0.0310884 | Time: 9013.3 ms [2022-04-03 21:25:43 main:574] : INFO : Epoch 1974 | loss: 0.0310484 | val_loss: 0.031092 | Time: 8999.28 ms [2022-04-03 21:25:52 main:574] : INFO : Epoch 1975 | loss: 0.0310452 | val_loss: 0.0310905 | Time: 8968.91 ms [2022-04-03 21:26:02 main:574] : INFO : Epoch 1976 | loss: 0.031046 | val_loss: 0.0310919 | Time: 9290.33 ms [2022-04-03 21:26:12 main:574] : INFO : Epoch 1977 | loss: 0.0310455 | val_loss: 0.0310987 | Time: 10587.8 ms [2022-04-03 21:26:22 main:574] : INFO : Epoch 1978 | loss: 0.0310486 | val_loss: 0.031094 | Time: 9400.26 ms [2022-04-03 21:26:31 main:574] : INFO : Epoch 1979 | loss: 0.0310482 | val_loss: 0.0310945 | Time: 8968.82 ms [2022-04-03 21:26:40 main:574] : INFO : Epoch 1980 | loss: 0.0310497 | val_loss: 0.0310892 | Time: 8947.88 ms [2022-04-03 21:26:48 main:574] : INFO : Epoch 1981 | loss: 0.0310606 | val_loss: 0.0311082 | Time: 8791.96 ms [2022-04-03 21:26:57 main:574] : INFO : Epoch 1982 | loss: 0.0310739 | val_loss: 0.0311001 | Time: 8866.48 ms [2022-04-03 21:27:06 main:574] : INFO : Epoch 1983 | loss: 0.0310573 | val_loss: 0.0310962 | Time: 9051.05 ms [2022-04-03 21:27:15 main:574] : INFO : Epoch 1984 | loss: 0.0310578 | val_loss: 0.0311072 | Time: 8966.31 ms [2022-04-03 21:27:24 main:574] : INFO : Epoch 1985 | loss: 0.0310559 | val_loss: 0.0310904 | Time: 8967.24 ms [2022-04-03 21:27:33 main:574] : INFO : Epoch 1986 | loss: 0.0310503 | val_loss: 0.0310891 | Time: 9063.47 ms [2022-04-03 21:27:42 main:574] : INFO : Epoch 1987 | loss: 0.0310484 | val_loss: 0.031086 | Time: 8969.68 ms [2022-04-03 21:27:51 main:574] : INFO : Epoch 1988 | loss: 0.0310478 | val_loss: 0.0310883 | Time: 9050.61 ms [2022-04-03 21:28:01 main:574] : INFO : Epoch 1989 | loss: 0.0310448 | val_loss: 0.0310877 | Time: 9137.6 ms [2022-04-03 21:28:09 main:574] : INFO : Epoch 1990 | loss: 0.0310446 | val_loss: 0.0310832 | Time: 8931.57 ms [2022-04-03 21:28:18 main:574] : INFO : Epoch 1991 | loss: 0.0310463 | val_loss: 0.0310949 | Time: 9035.45 ms [2022-04-03 21:28:27 main:574] : INFO : Epoch 1992 | loss: 0.0310473 | val_loss: 0.031092 | Time: 8947.97 ms [2022-04-03 21:28:37 main:574] : INFO : Epoch 1993 | loss: 0.031045 | val_loss: 0.0310942 | Time: 9172.25 ms [2022-04-03 21:28:46 main:574] : INFO : Epoch 1994 | loss: 0.0310516 | val_loss: 0.0310832 | Time: 9268.87 ms [2022-04-03 21:28:55 main:574] : INFO : Epoch 1995 | loss: 0.0310488 | val_loss: 0.0310902 | Time: 8902.07 ms [2022-04-03 21:29:05 main:574] : INFO : Epoch 1996 | loss: 0.0310522 | val_loss: 0.0310938 | Time: 9805.39 ms [2022-04-03 21:29:13 main:574] : INFO : Epoch 1997 | loss: 0.0310519 | val_loss: 0.0310978 | Time: 8806.43 ms [2022-04-03 21:29:22 main:574] : INFO : Epoch 1998 | loss: 0.0310597 | val_loss: 0.0310862 | Time: 8846.26 ms [2022-04-03 21:29:31 main:574] : INFO : Epoch 1999 | loss: 0.0310557 | val_loss: 0.0310882 | Time: 8986.73 ms [2022-04-03 21:29:40 main:574] : INFO : Epoch 2000 | loss: 0.0310573 | val_loss: 0.0310926 | Time: 8961.37 ms [2022-04-03 21:29:49 main:574] : INFO : Epoch 2001 | loss: 0.0310561 | val_loss: 0.031091 | Time: 8800.16 ms [2022-04-03 21:29:58 main:574] : INFO : Epoch 2002 | loss: 0.031051 | val_loss: 0.0310953 | Time: 9330.07 ms [2022-04-03 21:30:08 main:574] : INFO : Epoch 2003 | loss: 0.0310549 | val_loss: 0.0310896 | Time: 9573.91 ms [2022-04-03 21:30:17 main:574] : INFO : Epoch 2004 | loss: 0.0310513 | val_loss: 0.031094 | Time: 9157.33 ms [2022-04-03 21:30:26 main:574] : INFO : Epoch 2005 | loss: 0.0310516 | val_loss: 0.0310984 | Time: 8914.38 ms [2022-04-03 21:30:35 main:574] : INFO : Epoch 2006 | loss: 0.0310581 | val_loss: 0.0310913 | Time: 8933.08 ms [2022-04-03 21:30:44 main:574] : INFO : Epoch 2007 | loss: 0.0310503 | val_loss: 0.0310897 | Time: 8929.06 ms [2022-04-03 21:30:53 main:574] : INFO : Epoch 2008 | loss: 0.0310475 | val_loss: 0.031097 | Time: 8857.93 ms [2022-04-03 21:31:02 main:574] : INFO : Epoch 2009 | loss: 0.0310495 | val_loss: 0.0310983 | Time: 9083.68 ms [2022-04-03 21:31:11 main:574] : INFO : Epoch 2010 | loss: 0.0310528 | val_loss: 0.0310952 | Time: 8950.32 ms [2022-04-03 21:31:20 main:574] : INFO : Epoch 2011 | loss: 0.0310619 | val_loss: 0.0310959 | Time: 9392.48 ms [2022-04-03 21:31:30 main:574] : INFO : Epoch 2012 | loss: 0.031061 | val_loss: 0.0310941 | Time: 9525.85 ms [2022-04-03 21:31:39 main:574] : INFO : Epoch 2013 | loss: 0.0310582 | val_loss: 0.0310897 | Time: 8929.21 ms [2022-04-03 21:31:48 main:574] : INFO : Epoch 2014 | loss: 0.0310597 | val_loss: 0.0310884 | Time: 8958.54 ms [2022-04-03 21:31:57 main:574] : INFO : Epoch 2015 | loss: 0.0310579 | val_loss: 0.0310895 | Time: 8976.03 ms [2022-04-03 21:32:06 main:574] : INFO : Epoch 2016 | loss: 0.0310609 | val_loss: 0.0310842 | Time: 9128.64 ms [2022-04-03 21:32:15 main:574] : INFO : Epoch 2017 | loss: 0.0310613 | val_loss: 0.0310849 | Time: 9376.65 ms [2022-04-03 21:32:24 main:574] : INFO : Epoch 2018 | loss: 0.03106 | val_loss: 0.0310827 | Time: 9294.37 ms [2022-04-03 21:32:34 main:574] : INFO : Epoch 2019 | loss: 0.031054 | val_loss: 0.0310822 | Time: 9279.07 ms [2022-04-03 21:32:44 main:574] : INFO : Epoch 2020 | loss: 0.0310509 | val_loss: 0.0310888 | Time: 9908.83 ms [2022-04-03 21:32:54 main:574] : INFO : Epoch 2021 | loss: 0.0310532 | val_loss: 0.0310898 | Time: 10218.2 ms [2022-04-03 21:33:04 main:574] : INFO : Epoch 2022 | loss: 0.0310514 | val_loss: 0.0310909 | Time: 10577.4 ms [2022-04-03 21:33:15 main:574] : INFO : Epoch 2023 | loss: 0.0310505 | val_loss: 0.031086 | Time: 10261.9 ms [2022-04-03 21:33:25 main:574] : INFO : Epoch 2024 | loss: 0.0310519 | val_loss: 0.0310939 | Time: 10341.5 ms [2022-04-03 21:33:35 main:574] : INFO : Epoch 2025 | loss: 0.031056 | val_loss: 0.0310868 | Time: 10319.2 ms [2022-04-03 21:33:46 main:574] : INFO : Epoch 2026 | loss: 0.0310508 | val_loss: 0.0310866 | Time: 10110.2 ms [2022-04-03 21:33:55 main:574] : INFO : Epoch 2027 | loss: 0.0310466 | val_loss: 0.0310945 | Time: 9922.07 ms [2022-04-03 21:34:05 main:574] : INFO : Epoch 2028 | loss: 0.0310467 | val_loss: 0.0310966 | Time: 9739.26 ms [2022-04-03 21:34:15 main:574] : INFO : Epoch 2029 | loss: 0.0310457 | val_loss: 0.0310916 | Time: 10061.3 ms [2022-04-03 21:34:25 main:574] : INFO : Epoch 2030 | loss: 0.0310515 | val_loss: 0.0310896 | Time: 10140.9 ms [2022-04-03 21:34:36 main:574] : INFO : Epoch 2031 | loss: 0.0310505 | val_loss: 0.0310919 | Time: 10345.2 ms [2022-04-03 21:34:46 main:574] : INFO : Epoch 2032 | loss: 0.0310586 | val_loss: 0.0310964 | Time: 10340.8 ms [2022-04-03 21:34:56 main:574] : INFO : Epoch 2033 | loss: 0.0310583 | val_loss: 0.0310873 | Time: 10321.3 ms [2022-04-03 21:35:07 main:574] : INFO : Epoch 2034 | loss: 0.0310527 | val_loss: 0.0310901 | Time: 10397.8 ms [2022-04-03 21:35:17 main:574] : INFO : Epoch 2035 | loss: 0.0310589 | val_loss: 0.0310899 | Time: 10209.6 ms [2022-04-03 21:35:27 main:574] : INFO : Epoch 2036 | loss: 0.0310501 | val_loss: 0.0310955 | Time: 9816.53 ms [2022-04-03 21:35:37 main:574] : INFO : Epoch 2037 | loss: 0.0310447 | val_loss: 0.0310917 | Time: 10243.9 ms [2022-04-03 21:35:47 main:574] : INFO : Epoch 2038 | loss: 0.0310436 | val_loss: 0.031086 | Time: 10241.4 ms [2022-04-03 21:35:58 main:574] : INFO : Epoch 2039 | loss: 0.0310444 | val_loss: 0.031091 | Time: 10199.5 ms [2022-04-03 21:36:08 main:574] : INFO : Epoch 2040 | loss: 0.0310508 | val_loss: 0.0310963 | Time: 10083 ms [2022-04-03 21:36:18 main:574] : INFO : Epoch 2041 | loss: 0.0310503 | val_loss: 0.0310861 | Time: 9884.85 ms [2022-04-03 21:36:28 main:574] : INFO : Epoch 2042 | loss: 0.031049 | val_loss: 0.0310959 | Time: 10279.3 ms [2022-04-03 21:36:38 main:574] : INFO : Epoch 2043 | loss: 0.0310461 | val_loss: 0.0310925 | Time: 10197.1 ms [2022-04-03 21:36:48 main:574] : INFO : Epoch 2044 | loss: 0.0310485 | val_loss: 0.0310894 | Time: 10088 ms [2022-04-03 21:36:58 main:574] : INFO : Epoch 2045 | loss: 0.0310458 | val_loss: 0.0311055 | Time: 9988.92 ms [2022-04-03 21:37:09 main:574] : INFO : Epoch 2046 | loss: 0.0310487 | val_loss: 0.0310949 | Time: 10473.6 ms [2022-04-03 21:37:19 main:574] : INFO : Epoch 2047 | loss: 0.0310477 | val_loss: 0.0310927 | Time: 10224.7 ms [2022-04-03 21:37:29 main:574] : INFO : Epoch 2048 | loss: 0.0310456 | val_loss: 0.0311017 | Time: 10298.5 ms [2022-04-03 21:37:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311017 [2022-04-03 21:37:29 main:603] : INFO : Saving end state to config to file [2022-04-03 21:37:29 main:608] : INFO : Success, exiting.. 21:37:29 (11144): 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)