Task 13533474
| Name | ParityModified-1647040748-31113-2-0_0 |
| Workunit | 10629197 |
| Created | 22 Mar 2022, 11:47:18 UTC |
| Sent | 29 Mar 2022, 18:26:03 UTC |
| Report deadline | 6 Apr 2022, 18:26:03 UTC |
| Received | 1 Apr 2022, 10:46:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21318 |
| Run time | 2 hours 2 min 2 sec |
| CPU time | 1 hours 47 min 22 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 | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311859 | val_loss: 0.0311862 | Time: 9031.77 ms [2022-03-31 20:05:32 main:574] : INFO : Epoch 1543 | loss: 0.0311852 | val_loss: 0.0311898 | Time: 7883.69 ms [2022-03-31 20:05:39 main:574] : INFO : Epoch 1544 | loss: 0.0311869 | val_loss: 0.0311883 | Time: 7750.59 ms [2022-03-31 20:05:47 main:574] : INFO : Epoch 1545 | loss: 0.0311858 | val_loss: 0.0311894 | Time: 7768.66 ms [2022-03-31 20:05:55 main:574] : INFO : Epoch 1546 | loss: 0.0311846 | val_loss: 0.0311895 | Time: 7849.85 ms [2022-03-31 20:06:03 main:574] : INFO : Epoch 1547 | loss: 0.0311857 | val_loss: 0.0311875 | Time: 7836.44 ms [2022-03-31 20:06:11 main:574] : INFO : Epoch 1548 | loss: 0.0311832 | val_loss: 0.0311894 | Time: 7897.19 ms [2022-03-31 20:06:20 main:574] : INFO : Epoch 1549 | loss: 0.0311829 | val_loss: 0.0311867 | Time: 9006.31 ms [2022-03-31 20:06:29 main:574] : INFO : Epoch 1550 | loss: 0.0311826 | val_loss: 0.0311883 | Time: 9005.72 ms [2022-03-31 20:06:38 main:574] : INFO : Epoch 1551 | loss: 0.0311819 | val_loss: 0.0311872 | Time: 8890.87 ms [2022-03-31 20:06:46 main:574] : INFO : Epoch 1552 | loss: 0.0311817 | val_loss: 0.0311909 | Time: 8744.67 ms [2022-03-31 20:06:55 main:574] : INFO : Epoch 1553 | loss: 0.0311823 | val_loss: 0.0311882 | Time: 8657.2 ms [2022-03-31 20:07:04 main:574] : INFO : Epoch 1554 | loss: 0.0311806 | val_loss: 0.0311872 | Time: 8852.1 ms [2022-03-31 20:07:13 main:574] : INFO : Epoch 1555 | loss: 0.0311803 | val_loss: 0.0311881 | Time: 9254.41 ms [2022-03-31 20:07:22 main:574] : INFO : Epoch 1556 | loss: 0.0311823 | val_loss: 0.0311886 | Time: 9226.77 ms [2022-03-31 20:07:31 main:574] : INFO : Epoch 1557 | loss: 0.0311831 | val_loss: 0.0311899 | Time: 8153.48 ms [2022-03-31 20:07:39 main:574] : INFO : Epoch 1558 | loss: 0.0311838 | val_loss: 0.0311888 | Time: 8013.73 ms [2022-03-31 20:07:47 main:574] : INFO : Epoch 1559 | loss: 0.0311838 | val_loss: 0.0311887 | Time: 8588.22 ms [2022-03-31 20:07:56 main:574] : INFO : Epoch 1560 | loss: 0.031183 | val_loss: 0.0311891 | Time: 9219.14 ms [2022-03-31 20:08:05 main:574] : INFO : Epoch 1561 | loss: 0.0311814 | val_loss: 0.031187 | Time: 8674.07 ms [2022-03-31 20:08:14 main:574] : INFO : Epoch 1562 | loss: 0.0311813 | val_loss: 0.0311896 | Time: 8644.88 ms [2022-03-31 20:08:23 main:574] : INFO : Epoch 1563 | loss: 0.0311827 | val_loss: 0.0311891 | Time: 9069.17 ms [2022-03-31 20:08:32 main:574] : INFO : Epoch 1564 | loss: 0.0311805 | val_loss: 0.0311875 | Time: 8919.92 ms [2022-03-31 20:08:41 main:574] : INFO : Epoch 1565 | loss: 0.0311808 | val_loss: 0.0311902 | Time: 9120.84 ms [2022-03-31 20:08:49 main:574] : INFO : Epoch 1566 | loss: 0.0311803 | val_loss: 0.0311876 | Time: 8343.76 ms [2022-03-31 20:08:59 main:574] : INFO : Epoch 1567 | loss: 0.0311792 | val_loss: 0.0311877 | Time: 9724.62 ms [2022-03-31 20:09:08 main:574] : INFO : Epoch 1568 | loss: 0.0311799 | val_loss: 0.0311876 | Time: 8966.6 ms [2022-03-31 20:09:17 main:574] : INFO : Epoch 1569 | loss: 0.0311812 | val_loss: 0.0311907 | Time: 9371.73 ms [2022-03-31 20:09:26 main:574] : INFO : Epoch 1570 | loss: 0.0311806 | val_loss: 0.0311878 | Time: 8571.21 ms [2022-03-31 20:09:34 main:574] : INFO : Epoch 1571 | loss: 0.0311824 | val_loss: 0.0311882 | Time: 7916.45 ms [2022-03-31 20:09:42 main:574] : INFO : Epoch 1572 | loss: 0.0311804 | val_loss: 0.0311887 | Time: 8276.66 ms [2022-03-31 20:09:51 main:574] : INFO : Epoch 1573 | loss: 0.0311816 | val_loss: 0.031189 | Time: 8848.6 ms [2022-03-31 20:10:01 main:574] : INFO : Epoch 1574 | loss: 0.0311791 | val_loss: 0.0311893 | Time: 9606.92 ms [2022-03-31 20:10:09 main:574] : INFO : Epoch 1575 | loss: 0.0311813 | val_loss: 0.0311934 | Time: 8159.5 ms [2022-03-31 20:10:17 main:574] : INFO : Epoch 1576 | loss: 0.0311847 | val_loss: 0.0311883 | Time: 8079.76 ms [2022-03-31 20:10:25 main:574] : INFO : Epoch 1577 | loss: 0.0311833 | val_loss: 0.0311891 | Time: 8136.38 ms [2022-03-31 20:10:33 main:574] : INFO : Epoch 1578 | loss: 0.0311836 | val_loss: 0.0311903 | Time: 8014.96 ms [2022-03-31 20:10:41 main:574] : INFO : Epoch 1579 | loss: 0.0311849 | val_loss: 0.0311881 | Time: 8002.58 ms [2022-03-31 20:10:49 main:574] : INFO : Epoch 1580 | loss: 0.0311815 | val_loss: 0.0311874 | Time: 8105.6 ms [2022-03-31 20:10:57 main:574] : INFO : Epoch 1581 | loss: 0.0311806 | val_loss: 0.0311894 | Time: 8268.66 ms [2022-03-31 20:11:05 main:574] : INFO : Epoch 1582 | loss: 0.0311805 | val_loss: 0.0311895 | Time: 8154.88 ms [2022-03-31 20:11:14 main:574] : INFO : Epoch 1583 | loss: 0.0311802 | val_loss: 0.0311895 | Time: 8267.33 ms [2022-03-31 20:11:21 main:574] : INFO : Epoch 1584 | loss: 0.0311819 | val_loss: 0.0311878 | Time: 7691.56 ms [2022-03-31 20:11:30 main:574] : INFO : Epoch 1585 | loss: 0.0311806 | val_loss: 0.0311867 | Time: 8063.02 ms [2022-03-31 20:11:37 main:574] : INFO : Epoch 1586 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 7726.73 ms [2022-03-31 20:11:45 main:574] : INFO : Epoch 1587 | loss: 0.0311808 | val_loss: 0.0311879 | Time: 7895.45 ms [2022-03-31 20:11:53 main:574] : INFO : Epoch 1588 | loss: 0.0311814 | val_loss: 0.0311868 | Time: 8146.18 ms [2022-03-31 20:12:01 main:574] : INFO : Epoch 1589 | loss: 0.0311799 | val_loss: 0.0311879 | Time: 7913.41 ms [2022-03-31 20:12:09 main:574] : INFO : Epoch 1590 | loss: 0.0311792 | val_loss: 0.0311861 | Time: 7930.78 ms [2022-03-31 20:12:17 main:574] : INFO : Epoch 1591 | loss: 0.031179 | val_loss: 0.0311878 | Time: 7857.96 ms [2022-03-31 20:12:25 main:574] : INFO : Epoch 1592 | loss: 0.0311791 | val_loss: 0.0311878 | Time: 7840.09 ms [2022-03-31 20:12:33 main:574] : INFO : Epoch 1593 | loss: 0.0311791 | val_loss: 0.0311902 | Time: 7830.19 ms [2022-03-31 20:12:41 main:574] : INFO : Epoch 1594 | loss: 0.0311794 | val_loss: 0.0311871 | Time: 8281.59 ms [2022-03-31 20:12:50 main:574] : INFO : Epoch 1595 | loss: 0.0311801 | val_loss: 0.0311887 | Time: 8937.69 ms [2022-03-31 20:12:58 main:574] : INFO : Epoch 1596 | loss: 0.0311791 | val_loss: 0.0311894 | Time: 8483.1 ms [2022-03-31 20:13:07 main:574] : INFO : Epoch 1597 | loss: 0.0311805 | val_loss: 0.0311869 | Time: 8637.05 ms [2022-03-31 20:13:16 main:574] : INFO : Epoch 1598 | loss: 0.0311803 | val_loss: 0.0311936 | Time: 8736.54 ms [2022-03-31 20:13:24 main:574] : INFO : Epoch 1599 | loss: 0.0311819 | val_loss: 0.0311877 | Time: 8601.77 ms [2022-03-31 20:13:33 main:574] : INFO : Epoch 1600 | loss: 0.0311804 | val_loss: 0.0311884 | Time: 8936.88 ms [2022-03-31 20:13:42 main:574] : INFO : Epoch 1601 | loss: 0.0311793 | val_loss: 0.031188 | Time: 9007.62 ms [2022-03-31 20:13:50 main:574] : INFO : Epoch 1602 | loss: 0.0311798 | val_loss: 0.0311873 | Time: 8097.34 ms [2022-03-31 20:14:01 main:574] : INFO : Epoch 1603 | loss: 0.0311783 | val_loss: 0.0311876 | Time: 10294.7 ms [2022-03-31 20:14:10 main:574] : INFO : Epoch 1604 | loss: 0.031178 | val_loss: 0.0311862 | Time: 9296.73 ms [2022-03-31 20:14:18 main:574] : INFO : Epoch 1605 | loss: 0.0311787 | val_loss: 0.031186 | Time: 8227.62 ms [2022-03-31 20:14:26 main:574] : INFO : Epoch 1606 | loss: 0.0311779 | val_loss: 0.0311868 | Time: 8185.12 ms [2022-03-31 20:14:35 main:574] : INFO : Epoch 1607 | loss: 0.0311779 | val_loss: 0.0311865 | Time: 8138.54 ms [2022-03-31 20:14:43 main:574] : INFO : Epoch 1608 | loss: 0.0311786 | val_loss: 0.0311864 | Time: 7953.21 ms [2022-03-31 20:14:51 main:574] : INFO : Epoch 1609 | loss: 0.0311793 | val_loss: 0.0311857 | Time: 8002.38 ms [2022-03-31 20:14:59 main:574] : INFO : Epoch 1610 | loss: 0.0311778 | val_loss: 0.0311871 | Time: 7958.27 ms [2022-03-31 20:15:07 main:574] : INFO : Epoch 1611 | loss: 0.0311791 | val_loss: 0.0311907 | Time: 8025.71 ms [2022-03-31 20:15:15 main:574] : INFO : Epoch 1612 | loss: 0.0311806 | val_loss: 0.0311858 | Time: 8360.72 ms [2022-03-31 20:15:24 main:574] : INFO : Epoch 1613 | loss: 0.0311808 | val_loss: 0.0311874 | Time: 8593.83 ms [2022-03-31 20:15:33 main:574] : INFO : Epoch 1614 | loss: 0.0311785 | val_loss: 0.0311893 | Time: 9594.13 ms [2022-03-31 20:15:41 main:574] : INFO : Epoch 1615 | loss: 0.0311788 | val_loss: 0.0311881 | Time: 8102.27 ms [2022-03-31 20:15:49 main:574] : INFO : Epoch 1616 | loss: 0.0311834 | val_loss: 0.0312778 | Time: 8069.05 ms [2022-03-31 20:15:58 main:574] : INFO : Epoch 1617 | loss: 0.0312019 | val_loss: 0.031193 | Time: 8229.14 ms [2022-03-31 20:16:06 main:574] : INFO : Epoch 1618 | loss: 0.0311819 | val_loss: 0.0311893 | Time: 7979.06 ms [2022-03-31 20:16:14 main:574] : INFO : Epoch 1619 | loss: 0.0311778 | val_loss: 0.0311888 | Time: 8141.59 ms [2022-03-31 20:16:22 main:574] : INFO : Epoch 1620 | loss: 0.0311771 | val_loss: 0.0311873 | Time: 8075.65 ms [2022-03-31 20:16:30 main:574] : INFO : Epoch 1621 | loss: 0.0311772 | val_loss: 0.0311886 | Time: 8076.92 ms [2022-03-31 20:16:38 main:574] : INFO : Epoch 1622 | loss: 0.0311793 | val_loss: 0.0311864 | Time: 8456.29 ms [2022-03-31 20:16:47 main:574] : INFO : Epoch 1623 | loss: 0.0311777 | val_loss: 0.0311884 | Time: 8499 ms [2022-03-31 20:16:55 main:574] : INFO : Epoch 1624 | loss: 0.0311761 | val_loss: 0.0311858 | Time: 8620.26 ms [2022-03-31 20:17:04 main:574] : INFO : Epoch 1625 | loss: 0.0311751 | val_loss: 0.0311877 | Time: 8510.8 ms [2022-03-31 20:17:13 main:574] : INFO : Epoch 1626 | loss: 0.0311771 | val_loss: 0.0311886 | Time: 8618.14 ms [2022-03-31 20:17:21 main:574] : INFO : Epoch 1627 | loss: 0.0311774 | val_loss: 0.03119 | Time: 8853.57 ms [2022-03-31 20:17:30 main:574] : INFO : Epoch 1628 | loss: 0.0311751 | val_loss: 0.0311867 | Time: 8722.6 ms [2022-03-31 20:17:39 main:574] : INFO : Epoch 1629 | loss: 0.0311751 | val_loss: 0.0311867 | Time: 8666.96 ms [2022-03-31 20:17:47 main:574] : INFO : Epoch 1630 | loss: 0.031175 | val_loss: 0.0311901 | Time: 8586.36 ms [2022-03-31 20:17:56 main:574] : INFO : Epoch 1631 | loss: 0.0311765 | val_loss: 0.031187 | Time: 8789.62 ms [2022-03-31 20:18:05 main:574] : INFO : Epoch 1632 | loss: 0.0311748 | val_loss: 0.0311874 | Time: 8766.59 ms [2022-03-31 20:18:14 main:574] : INFO : Epoch 1633 | loss: 0.0311743 | val_loss: 0.0311875 | Time: 8690.06 ms [2022-03-31 20:18:22 main:574] : INFO : Epoch 1634 | loss: 0.0311742 | val_loss: 0.0311882 | Time: 8718.21 ms [2022-03-31 20:18:31 main:574] : INFO : Epoch 1635 | loss: 0.0311777 | val_loss: 0.0311928 | Time: 8593.08 ms [2022-03-31 20:18:40 main:574] : INFO : Epoch 1636 | loss: 0.0311789 | val_loss: 0.0311875 | Time: 9183.88 ms [2022-03-31 20:18:49 main:574] : INFO : Epoch 1637 | loss: 0.031177 | val_loss: 0.0311878 | Time: 9242.75 ms [2022-03-31 20:18:59 main:574] : INFO : Epoch 1638 | loss: 0.0311775 | val_loss: 0.0311872 | Time: 9261.71 ms [2022-03-31 20:19:08 main:574] : INFO : Epoch 1639 | loss: 0.0311806 | val_loss: 0.0311875 | Time: 8983.67 ms [2022-03-31 20:19:17 main:574] : INFO : Epoch 1640 | loss: 0.0311785 | val_loss: 0.0311859 | Time: 8992.99 ms [2022-03-31 20:19:26 main:574] : INFO : Epoch 1641 | loss: 0.0311775 | val_loss: 0.0311866 | Time: 9226.8 ms [2022-03-31 20:19:35 main:574] : INFO : Epoch 1642 | loss: 0.0311786 | val_loss: 0.0311877 | Time: 9360.28 ms [2022-03-31 20:19:44 main:574] : INFO : Epoch 1643 | loss: 0.0311786 | val_loss: 0.0311872 | Time: 8978.66 ms [2022-03-31 20:19:54 main:574] : INFO : Epoch 1644 | loss: 0.0311777 | val_loss: 0.0311885 | Time: 9951.79 ms [2022-03-31 20:20:04 main:574] : INFO : Epoch 1645 | loss: 0.0311779 | val_loss: 0.031186 | Time: 9977.45 ms [2022-03-31 20:20:14 main:574] : INFO : Epoch 1646 | loss: 0.0311765 | val_loss: 0.0311882 | Time: 9517.35 ms [2022-03-31 20:20:23 main:574] : INFO : Epoch 1647 | loss: 0.0311764 | val_loss: 0.0311881 | Time: 9502.88 ms [2022-03-31 20:20:32 main:574] : INFO : Epoch 1648 | loss: 0.0311768 | val_loss: 0.0311898 | Time: 9040.47 ms [2022-03-31 20:20:41 main:574] : INFO : Epoch 1649 | loss: 0.0311764 | val_loss: 0.031187 | Time: 9181.79 ms [2022-03-31 20:20:50 main:574] : INFO : Epoch 1650 | loss: 0.0311758 | val_loss: 0.0311891 | Time: 8900.42 ms [2022-03-31 20:20:59 main:574] : INFO : Epoch 1651 | loss: 0.0311765 | val_loss: 0.0311879 | Time: 8879.06 ms [2022-03-31 20:21:08 main:574] : INFO : Epoch 1652 | loss: 0.0311761 | val_loss: 0.0311881 | Time: 9024.31 ms [2022-03-31 20:21:18 main:574] : INFO : Epoch 1653 | loss: 0.0311771 | val_loss: 0.0311869 | Time: 9894.48 ms [2022-03-31 20:21:27 main:574] : INFO : Epoch 1654 | loss: 0.0311771 | val_loss: 0.0311865 | Time: 9165.52 ms [2022-03-31 20:21:37 main:574] : INFO : Epoch 1655 | loss: 0.0311768 | val_loss: 0.0311867 | Time: 9797.08 ms [2022-03-31 20:21:47 main:574] : INFO : Epoch 1656 | loss: 0.0311765 | val_loss: 0.0311876 | Time: 9846.55 ms [2022-03-31 20:21:57 main:574] : INFO : Epoch 1657 | loss: 0.031177 | val_loss: 0.0311854 | Time: 9908.19 ms [2022-03-31 20:22:06 main:574] : INFO : Epoch 1658 | loss: 0.0311762 | val_loss: 0.0311862 | Time: 9074.01 ms [2022-03-31 20:22:15 main:574] : INFO : Epoch 1659 | loss: 0.0311753 | val_loss: 0.0311881 | Time: 9123.86 ms [2022-03-31 20:22:24 main:574] : INFO : Epoch 1660 | loss: 0.0311762 | val_loss: 0.0311851 | Time: 9178.94 ms [2022-03-31 20:22:33 main:574] : INFO : Epoch 1661 | loss: 0.0311757 | val_loss: 0.0311853 | Time: 9090.87 ms [2022-03-31 20:22:42 main:574] : INFO : Epoch 1662 | loss: 0.0311787 | val_loss: 0.0311889 | Time: 8983.31 ms [2022-03-31 20:22:51 main:574] : INFO : Epoch 1663 | loss: 0.0311811 | val_loss: 0.0311874 | Time: 8804.43 ms [2022-03-31 20:23:00 main:574] : INFO : Epoch 1664 | loss: 0.0311805 | val_loss: 0.0311909 | Time: 8859.14 ms [2022-03-31 20:23:09 main:574] : INFO : Epoch 1665 | loss: 0.0311787 | val_loss: 0.031188 | Time: 8757.2 ms [2022-03-31 20:23:18 main:574] : INFO : Epoch 1666 | loss: 0.0311783 | val_loss: 0.0311859 | Time: 8763.41 ms [2022-03-31 20:23:26 main:574] : INFO : Epoch 1667 | loss: 0.0311784 | val_loss: 0.031188 | Time: 8711.72 ms [2022-03-31 20:23:35 main:574] : INFO : Epoch 1668 | loss: 0.0311768 | val_loss: 0.0311862 | Time: 8700.21 ms [2022-03-31 20:23:44 main:574] : INFO : Epoch 1669 | loss: 0.0311765 | val_loss: 0.031186 | Time: 8736.06 ms [2022-03-31 20:23:53 main:574] : INFO : Epoch 1670 | loss: 0.031176 | val_loss: 0.0311868 | Time: 8766.15 ms [2022-03-31 20:24:01 main:574] : INFO : Epoch 1671 | loss: 0.0311756 | val_loss: 0.0311872 | Time: 8827.91 ms [2022-03-31 20:24:10 main:574] : INFO : Epoch 1672 | loss: 0.0311759 | val_loss: 0.0311906 | Time: 8733.14 ms [2022-03-31 20:24:19 main:574] : INFO : Epoch 1673 | loss: 0.0311763 | val_loss: 0.0311865 | Time: 8768.92 ms [2022-03-31 20:24:28 main:574] : INFO : Epoch 1674 | loss: 0.0311758 | val_loss: 0.0311866 | Time: 8654.19 ms [2022-03-31 20:24:36 main:574] : INFO : Epoch 1675 | loss: 0.0311765 | val_loss: 0.0311858 | Time: 8723.82 ms [2022-03-31 20:24:45 main:574] : INFO : Epoch 1676 | loss: 0.031175 | val_loss: 0.0311852 | Time: 8765.62 ms [2022-03-31 20:24:54 main:574] : INFO : Epoch 1677 | loss: 0.0311764 | val_loss: 0.0311869 | Time: 8652.18 ms [2022-03-31 20:25:02 main:574] : INFO : Epoch 1678 | loss: 0.031178 | val_loss: 0.0311864 | Time: 8621.92 ms [2022-03-31 20:25:11 main:574] : INFO : Epoch 1679 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 8780.33 ms [2022-03-31 20:25:20 main:574] : INFO : Epoch 1680 | loss: 0.0311759 | val_loss: 0.031185 | Time: 8970.84 ms [2022-03-31 20:25:29 main:574] : INFO : Epoch 1681 | loss: 0.0311746 | val_loss: 0.0311853 | Time: 9066.97 ms [2022-03-31 20:25:38 main:574] : INFO : Epoch 1682 | loss: 0.0311754 | val_loss: 0.0311846 | Time: 8921.95 ms [2022-03-31 20:25:47 main:574] : INFO : Epoch 1683 | loss: 0.031177 | val_loss: 0.0311862 | Time: 8888.93 ms [2022-03-31 20:25:56 main:574] : INFO : Epoch 1684 | loss: 0.0311758 | val_loss: 0.0311843 | Time: 9018.1 ms [2022-03-31 20:26:05 main:574] : INFO : Epoch 1685 | loss: 0.0311751 | val_loss: 0.0311848 | Time: 9058.06 ms [2022-03-31 20:26:14 main:574] : INFO : Epoch 1686 | loss: 0.0311783 | val_loss: 0.0311847 | Time: 8833.88 ms [2022-03-31 20:26:23 main:574] : INFO : Epoch 1687 | loss: 0.0311779 | val_loss: 0.0311874 | Time: 8927.64 ms [2022-03-31 20:26:32 main:574] : INFO : Epoch 1688 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 8871.18 ms [2022-03-31 20:26:41 main:574] : INFO : Epoch 1689 | loss: 0.0311827 | val_loss: 0.0311912 | Time: 8958.69 ms [2022-03-31 20:26:50 main:574] : INFO : Epoch 1690 | loss: 0.0311837 | val_loss: 0.0311893 | Time: 9081.78 ms [2022-03-31 20:26:59 main:574] : INFO : Epoch 1691 | loss: 0.0311817 | val_loss: 0.0311868 | Time: 9102.67 ms [2022-03-31 20:27:08 main:574] : INFO : Epoch 1692 | loss: 0.0311792 | val_loss: 0.0311881 | Time: 8873.65 ms [2022-03-31 20:27:17 main:574] : INFO : Epoch 1693 | loss: 0.0311784 | val_loss: 0.0311883 | Time: 8843.58 ms [2022-03-31 20:27:25 main:574] : INFO : Epoch 1694 | loss: 0.0311773 | val_loss: 0.0311868 | Time: 8717.35 ms [2022-03-31 20:27:34 main:574] : INFO : Epoch 1695 | loss: 0.0311874 | val_loss: 0.0312284 | Time: 8847.29 ms [2022-03-31 20:27:43 main:574] : INFO : Epoch 1696 | loss: 0.0316283 | val_loss: 0.0314665 | Time: 8785.95 ms [2022-03-31 20:27:52 main:574] : INFO : Epoch 1697 | loss: 0.0316304 | val_loss: 0.0313153 | Time: 8742.55 ms [2022-03-31 20:28:01 main:574] : INFO : Epoch 1698 | loss: 0.0312762 | val_loss: 0.0312408 | Time: 9049.44 ms [2022-03-31 20:28:10 main:574] : INFO : Epoch 1699 | loss: 0.0312328 | val_loss: 0.0312166 | Time: 8795.74 ms [2022-03-31 20:28:18 main:574] : INFO : Epoch 1700 | loss: 0.031221 | val_loss: 0.031207 | Time: 8848.43 ms [2022-03-31 20:28:27 main:574] : INFO : Epoch 1701 | loss: 0.0312057 | val_loss: 0.0312027 | Time: 8771.13 ms [2022-03-31 20:28:36 main:574] : INFO : Epoch 1702 | loss: 0.0312064 | val_loss: 0.0312238 | Time: 8909.69 ms [2022-03-31 20:28:45 main:574] : INFO : Epoch 1703 | loss: 0.0312097 | val_loss: 0.031197 | Time: 8780.44 ms [2022-03-31 20:28:54 main:574] : INFO : Epoch 1704 | loss: 0.0312019 | val_loss: 0.0311994 | Time: 8810.65 ms [2022-03-31 20:29:03 main:574] : INFO : Epoch 1705 | loss: 0.0312018 | val_loss: 0.0311978 | Time: 8771.65 ms [2022-03-31 20:29:11 main:574] : INFO : Epoch 1706 | loss: 0.0312031 | val_loss: 0.0312015 | Time: 8968.77 ms [2022-03-31 20:29:21 main:574] : INFO : Epoch 1707 | loss: 0.0311982 | val_loss: 0.0311974 | Time: 9161.11 ms [2022-03-31 20:29:29 main:574] : INFO : Epoch 1708 | loss: 0.0311982 | val_loss: 0.0311955 | Time: 8087.78 ms [2022-03-31 20:29:36 main:574] : INFO : Epoch 1709 | loss: 0.0311966 | val_loss: 0.0311937 | Time: 7622.06 ms [2022-03-31 20:29:44 main:574] : INFO : Epoch 1710 | loss: 0.0311967 | val_loss: 0.0311938 | Time: 7722.62 ms [2022-03-31 20:29:52 main:574] : INFO : Epoch 1711 | loss: 0.0311939 | val_loss: 0.0311957 | Time: 7764.06 ms [2022-03-31 20:30:00 main:574] : INFO : Epoch 1712 | loss: 0.0311943 | val_loss: 0.0311961 | Time: 7759.25 ms [2022-03-31 20:30:07 main:574] : INFO : Epoch 1713 | loss: 0.031197 | val_loss: 0.0312071 | Time: 7647.52 ms [2022-03-31 20:30:15 main:574] : INFO : Epoch 1714 | loss: 0.0311968 | val_loss: 0.031196 | Time: 7726.88 ms [2022-03-31 20:30:23 main:574] : INFO : Epoch 1715 | loss: 0.0311953 | val_loss: 0.0311927 | Time: 7846.34 ms [2022-03-31 20:30:31 main:574] : INFO : Epoch 1716 | loss: 0.0311962 | val_loss: 0.0312028 | Time: 7729.01 ms [2022-03-31 20:30:38 main:574] : INFO : Epoch 1717 | loss: 0.0311972 | val_loss: 0.0311913 | Time: 7686.4 ms [2022-03-31 20:30:46 main:574] : INFO : Epoch 1718 | loss: 0.0311922 | val_loss: 0.0311963 | Time: 7831.96 ms [2022-03-31 20:30:54 main:574] : INFO : Epoch 1719 | loss: 0.0311957 | val_loss: 0.0311919 | Time: 7913.34 ms [2022-03-31 20:31:02 main:574] : INFO : Epoch 1720 | loss: 0.0311928 | val_loss: 0.0311954 | Time: 7744.22 ms [2022-03-31 20:31:10 main:574] : INFO : Epoch 1721 | loss: 0.0311921 | val_loss: 0.0311919 | Time: 7739.88 ms [2022-03-31 20:31:17 main:574] : INFO : Epoch 1722 | loss: 0.0311913 | val_loss: 0.0311922 | Time: 7812.37 ms [2022-03-31 20:31:25 main:574] : INFO : Epoch 1723 | loss: 0.0311899 | val_loss: 0.031191 | Time: 7798.85 ms [2022-03-31 20:31:33 main:574] : INFO : Epoch 1724 | loss: 0.0311897 | val_loss: 0.0311925 | Time: 7645.1 ms [2022-03-31 20:31:41 main:574] : INFO : Epoch 1725 | loss: 0.0311908 | val_loss: 0.0311921 | Time: 7869.12 ms [2022-03-31 20:31:48 main:574] : INFO : Epoch 1726 | loss: 0.0311888 | val_loss: 0.0311913 | Time: 7605.27 ms [2022-03-31 20:31:56 main:574] : INFO : Epoch 1727 | loss: 0.0311895 | val_loss: 0.0311907 | Time: 7974.63 ms [2022-03-31 20:32:04 main:574] : INFO : Epoch 1728 | loss: 0.0311888 | val_loss: 0.0311906 | Time: 7747.32 ms [2022-03-31 20:32:12 main:574] : INFO : Epoch 1729 | loss: 0.0311882 | val_loss: 0.031191 | Time: 7665.54 ms [2022-03-31 20:32:20 main:574] : INFO : Epoch 1730 | loss: 0.0311877 | val_loss: 0.0311904 | Time: 8038.47 ms [2022-03-31 20:32:28 main:574] : INFO : Epoch 1731 | loss: 0.0311873 | val_loss: 0.0311906 | Time: 7870.94 ms [2022-03-31 20:32:35 main:574] : INFO : Epoch 1732 | loss: 0.0311876 | val_loss: 0.0311912 | Time: 7770.05 ms [2022-03-31 20:32:43 main:574] : INFO : Epoch 1733 | loss: 0.0311907 | val_loss: 0.0311913 | Time: 7885.5 ms [2022-03-31 20:32:51 main:574] : INFO : Epoch 1734 | loss: 0.0311905 | val_loss: 0.0311961 | Time: 7984.45 ms [2022-03-31 20:32:59 main:574] : INFO : Epoch 1735 | loss: 0.0311921 | val_loss: 0.0311933 | Time: 8070.18 ms [2022-03-31 20:33:07 main:574] : INFO : Epoch 1736 | loss: 0.0311906 | val_loss: 0.0312014 | Time: 7838.83 ms [2022-03-31 20:33:15 main:574] : INFO : Epoch 1737 | loss: 0.031194 | val_loss: 0.0311946 | Time: 7866.06 ms [2022-03-31 20:33:23 main:574] : INFO : Epoch 1738 | loss: 0.0311916 | val_loss: 0.031194 | Time: 7732.87 ms [2022-03-31 20:33:31 main:574] : INFO : Epoch 1739 | loss: 0.0311904 | val_loss: 0.0311929 | Time: 7811.43 ms [2022-03-31 20:33:38 main:574] : INFO : Epoch 1740 | loss: 0.0311894 | val_loss: 0.0311914 | Time: 7826.52 ms [2022-03-31 20:33:46 main:574] : INFO : Epoch 1741 | loss: 0.0311881 | val_loss: 0.031196 | Time: 7647.94 ms [2022-03-31 20:33:54 main:574] : INFO : Epoch 1742 | loss: 0.0311878 | val_loss: 0.0311916 | Time: 7872.59 ms [2022-03-31 20:34:02 main:574] : INFO : Epoch 1743 | loss: 0.0311873 | val_loss: 0.031198 | Time: 7759.47 ms [2022-03-31 20:34:10 main:574] : INFO : Epoch 1744 | loss: 0.0311886 | val_loss: 0.0311933 | Time: 7808.94 ms [2022-03-31 20:34:17 main:574] : INFO : Epoch 1745 | loss: 0.031188 | val_loss: 0.0311934 | Time: 7657.44 ms [2022-03-31 20:34:25 main:574] : INFO : Epoch 1746 | loss: 0.0311862 | val_loss: 0.031191 | Time: 7728.1 ms [2022-03-31 20:34:33 main:574] : INFO : Epoch 1747 | loss: 0.0311884 | val_loss: 0.0311907 | Time: 7740.87 ms [2022-03-31 20:34:41 main:574] : INFO : Epoch 1748 | loss: 0.0311881 | val_loss: 0.0311942 | Time: 7916.14 ms [2022-03-31 20:34:49 main:574] : INFO : Epoch 1749 | loss: 0.0311884 | val_loss: 0.031193 | Time: 8114.83 ms [2022-03-31 20:34:57 main:574] : INFO : Epoch 1750 | loss: 0.0311886 | val_loss: 0.0311911 | Time: 8141.51 ms [2022-03-31 20:35:05 main:574] : INFO : Epoch 1751 | loss: 0.0311915 | val_loss: 0.0311911 | Time: 8054.28 ms [2022-03-31 20:35:13 main:574] : INFO : Epoch 1752 | loss: 0.0311957 | val_loss: 0.0311977 | Time: 7871.88 ms [2022-03-31 20:35:21 main:574] : INFO : Epoch 1753 | loss: 0.031193 | val_loss: 0.0311988 | Time: 7978 ms [2022-03-31 20:35:29 main:574] : INFO : Epoch 1754 | loss: 0.0311919 | val_loss: 0.0311951 | Time: 8072.34 ms [2022-03-31 20:35:37 main:574] : INFO : Epoch 1755 | loss: 0.0311899 | val_loss: 0.031193 | Time: 7762.15 ms [2022-03-31 20:35:44 main:574] : INFO : Epoch 1756 | loss: 0.0311882 | val_loss: 0.0311886 | Time: 7704.5 ms [2022-03-31 20:35:52 main:574] : INFO : Epoch 1757 | loss: 0.0311874 | val_loss: 0.031189 | Time: 7823.15 ms [2022-03-31 20:36:00 main:574] : INFO : Epoch 1758 | loss: 0.0311883 | val_loss: 0.0311884 | Time: 7828.31 ms [2022-03-31 20:36:08 main:574] : INFO : Epoch 1759 | loss: 0.0311859 | val_loss: 0.0311878 | Time: 8033.28 ms [2022-03-31 20:36:16 main:574] : INFO : Epoch 1760 | loss: 0.0311863 | val_loss: 0.0311884 | Time: 8039 ms [2022-03-31 20:36:24 main:574] : INFO : Epoch 1761 | loss: 0.0311853 | val_loss: 0.0311897 | Time: 7755 ms [2022-03-31 20:36:32 main:574] : INFO : Epoch 1762 | loss: 0.0311851 | val_loss: 0.0311894 | Time: 8043.95 ms [2022-03-31 20:36:40 main:574] : INFO : Epoch 1763 | loss: 0.0311867 | val_loss: 0.0311897 | Time: 7781.97 ms [2022-03-31 20:36:48 main:574] : INFO : Epoch 1764 | loss: 0.0311875 | val_loss: 0.0311893 | Time: 7839.15 ms [2022-03-31 20:36:56 main:574] : INFO : Epoch 1765 | loss: 0.0311842 | val_loss: 0.0311888 | Time: 8088.93 ms [2022-03-31 20:37:04 main:574] : INFO : Epoch 1766 | loss: 0.0311841 | val_loss: 0.0311896 | Time: 7924.77 ms [2022-03-31 20:37:12 main:574] : INFO : Epoch 1767 | loss: 0.0311852 | val_loss: 0.0311906 | Time: 7992.7 ms [2022-03-31 20:37:19 main:574] : INFO : Epoch 1768 | loss: 0.0311844 | val_loss: 0.0311944 | Time: 7818.99 ms [2022-03-31 20:37:27 main:574] : INFO : Epoch 1769 | loss: 0.0311847 | val_loss: 0.0311921 | Time: 7696.59 ms [2022-03-31 20:37:35 main:574] : INFO : Epoch 1770 | loss: 0.0311844 | val_loss: 0.0311902 | Time: 7890.23 ms [2022-03-31 20:37:43 main:574] : INFO : Epoch 1771 | loss: 0.0311848 | val_loss: 0.0311887 | Time: 7879.28 ms [2022-03-31 20:37:51 main:574] : INFO : Epoch 1772 | loss: 0.0311839 | val_loss: 0.0311917 | Time: 7990.35 ms [2022-03-31 20:37:59 main:574] : INFO : Epoch 1773 | loss: 0.0311838 | val_loss: 0.0311886 | Time: 7788.5 ms [2022-03-31 20:38:07 main:574] : INFO : Epoch 1774 | loss: 0.0311831 | val_loss: 0.0311897 | Time: 7962.28 ms [2022-03-31 20:38:14 main:574] : INFO : Epoch 1775 | loss: 0.0311836 | val_loss: 0.0311921 | Time: 7342.41 ms [2022-03-31 20:38:21 main:574] : INFO : Epoch 1776 | loss: 0.0311832 | val_loss: 0.0311899 | Time: 7271.01 ms [2022-03-31 20:38:29 main:574] : INFO : Epoch 1777 | loss: 0.0311833 | val_loss: 0.031188 | Time: 7433.7 ms [2022-03-31 20:38:36 main:574] : INFO : Epoch 1778 | loss: 0.0311832 | val_loss: 0.0311886 | Time: 7776.28 ms [2022-03-31 20:38:44 main:574] : INFO : Epoch 1779 | loss: 0.0311824 | val_loss: 0.0311901 | Time: 7295.47 ms [2022-03-31 20:38:51 main:574] : INFO : Epoch 1780 | loss: 0.0311831 | val_loss: 0.0311902 | Time: 7141.75 ms [2022-03-31 20:38:59 main:574] : INFO : Epoch 1781 | loss: 0.0311823 | val_loss: 0.0311939 | Time: 7777.64 ms [2022-03-31 20:39:06 main:574] : INFO : Epoch 1782 | loss: 0.0311828 | val_loss: 0.0311887 | Time: 7351.43 ms [2022-03-31 20:39:13 main:574] : INFO : Epoch 1783 | loss: 0.0311821 | val_loss: 0.0311903 | Time: 7286.28 ms [2022-03-31 20:39:21 main:574] : INFO : Epoch 1784 | loss: 0.0311822 | val_loss: 0.0311908 | Time: 7462.79 ms [2022-03-31 20:39:28 main:574] : INFO : Epoch 1785 | loss: 0.0311818 | val_loss: 0.0311921 | Time: 7358.03 ms [2022-03-31 20:39:35 main:574] : INFO : Epoch 1786 | loss: 0.0311825 | val_loss: 0.0311892 | Time: 7331.06 ms [2022-03-31 20:39:43 main:574] : INFO : Epoch 1787 | loss: 0.0311823 | val_loss: 0.0311888 | Time: 7415.66 ms [2022-03-31 20:39:50 main:574] : INFO : Epoch 1788 | loss: 0.0311816 | val_loss: 0.0311908 | Time: 7453.03 ms [2022-03-31 20:39:58 main:574] : INFO : Epoch 1789 | loss: 0.031181 | val_loss: 0.0311895 | Time: 7475.71 ms [2022-03-31 20:40:05 main:574] : INFO : Epoch 1790 | loss: 0.0311817 | val_loss: 0.0311905 | Time: 7377.83 ms [2022-03-31 20:40:13 main:574] : INFO : Epoch 1791 | loss: 0.0311823 | val_loss: 0.0311883 | Time: 7345.41 ms [2022-03-31 20:40:20 main:574] : INFO : Epoch 1792 | loss: 0.0311868 | val_loss: 0.0311892 | Time: 7321.84 ms [2022-03-31 20:40:27 main:574] : INFO : Epoch 1793 | loss: 0.0311833 | val_loss: 0.0311905 | Time: 7375.51 ms [2022-03-31 20:40:35 main:574] : INFO : Epoch 1794 | loss: 0.031182 | val_loss: 0.0311897 | Time: 7237.23 ms [2022-03-31 20:40:42 main:574] : INFO : Epoch 1795 | loss: 0.0311807 | val_loss: 0.0311889 | Time: 7303.3 ms [2022-03-31 20:40:49 main:574] : INFO : Epoch 1796 | loss: 0.0311812 | val_loss: 0.0311957 | Time: 7268.35 ms [2022-03-31 20:40:56 main:574] : INFO : Epoch 1797 | loss: 0.0311825 | val_loss: 0.031188 | Time: 7376.32 ms [2022-03-31 20:41:04 main:574] : INFO : Epoch 1798 | loss: 0.0311807 | val_loss: 0.0311897 | Time: 7228.26 ms [2022-03-31 20:41:11 main:574] : INFO : Epoch 1799 | loss: 0.0311807 | val_loss: 0.0311908 | Time: 7573.43 ms [2022-03-31 20:41:19 main:574] : INFO : Epoch 1800 | loss: 0.0311806 | val_loss: 0.0311893 | Time: 7294.59 ms [2022-03-31 20:41:26 main:574] : INFO : Epoch 1801 | loss: 0.0311798 | val_loss: 0.0311892 | Time: 7304.94 ms [2022-03-31 20:41:33 main:574] : INFO : Epoch 1802 | loss: 0.0311799 | val_loss: 0.0311885 | Time: 7332.4 ms [2022-03-31 20:41:41 main:574] : INFO : Epoch 1803 | loss: 0.0311826 | val_loss: 0.0311888 | Time: 7295.7 ms [2022-03-31 20:41:48 main:574] : INFO : Epoch 1804 | loss: 0.0311834 | val_loss: 0.0311883 | Time: 7471.56 ms [2022-03-31 20:41:55 main:574] : INFO : Epoch 1805 | loss: 0.0311827 | val_loss: 0.0311913 | Time: 7438.63 ms [2022-03-31 20:42:03 main:574] : INFO : Epoch 1806 | loss: 0.0311837 | val_loss: 0.0311887 | Time: 7374.93 ms [2022-03-31 20:42:10 main:574] : INFO : Epoch 1807 | loss: 0.0311819 | val_loss: 0.0311885 | Time: 7281.25 ms [2022-03-31 20:42:17 main:574] : INFO : Epoch 1808 | loss: 0.0311816 | val_loss: 0.0311878 | Time: 7370.9 ms [2022-03-31 20:42:25 main:574] : INFO : Epoch 1809 | loss: 0.0311815 | val_loss: 0.0311877 | Time: 7762.38 ms [2022-03-31 20:42:33 main:574] : INFO : Epoch 1810 | loss: 0.0311812 | val_loss: 0.0311895 | Time: 7750.79 ms [2022-03-31 20:42:41 main:574] : INFO : Epoch 1811 | loss: 0.0311811 | val_loss: 0.0311898 | Time: 7873.51 ms [2022-03-31 20:42:48 main:574] : INFO : Epoch 1812 | loss: 0.0311822 | val_loss: 0.0311879 | Time: 7559.9 ms [2022-03-31 20:42:56 main:574] : INFO : Epoch 1813 | loss: 0.0311818 | val_loss: 0.0311905 | Time: 7839.69 ms [2022-03-31 20:43:04 main:574] : INFO : Epoch 1814 | loss: 0.0311812 | val_loss: 0.0311898 | Time: 8168.79 ms [2022-03-31 20:43:13 main:574] : INFO : Epoch 1815 | loss: 0.031181 | val_loss: 0.0311883 | Time: 8100.62 ms [2022-03-31 20:43:21 main:574] : INFO : Epoch 1816 | loss: 0.0311813 | val_loss: 0.0311911 | Time: 8185.88 ms [2022-03-31 20:43:28 main:574] : INFO : Epoch 1817 | loss: 0.0311811 | val_loss: 0.0311896 | Time: 7454.18 ms [2022-03-31 20:43:36 main:574] : INFO : Epoch 1818 | loss: 0.0311799 | val_loss: 0.0311885 | Time: 7695.96 ms [2022-03-31 20:43:43 main:574] : INFO : Epoch 1819 | loss: 0.0311793 | val_loss: 0.0311874 | Time: 7435.6 ms [2022-03-31 20:43:51 main:574] : INFO : Epoch 1820 | loss: 0.0311796 | val_loss: 0.0311875 | Time: 7508.91 ms [2022-03-31 20:43:58 main:574] : INFO : Epoch 1821 | loss: 0.03118 | val_loss: 0.0311901 | Time: 7530.36 ms [2022-03-31 20:44:06 main:574] : INFO : Epoch 1822 | loss: 0.0311797 | val_loss: 0.0311901 | Time: 8042.61 ms [2022-03-31 20:44:15 main:574] : INFO : Epoch 1823 | loss: 0.03118 | val_loss: 0.0311895 | Time: 8044.25 ms [2022-03-31 20:44:22 main:574] : INFO : Epoch 1824 | loss: 0.0311791 | val_loss: 0.0311876 | Time: 7795.54 ms [2022-03-31 20:44:30 main:574] : INFO : Epoch 1825 | loss: 0.0311806 | val_loss: 0.0311873 | Time: 7921.19 ms [2022-03-31 20:44:38 main:574] : INFO : Epoch 1826 | loss: 0.0311832 | val_loss: 0.0311956 | Time: 7689.11 ms [2022-03-31 20:44:46 main:574] : INFO : Epoch 1827 | loss: 0.0311836 | val_loss: 0.0311885 | Time: 7869.1 ms [2022-03-31 20:44:54 main:574] : INFO : Epoch 1828 | loss: 0.0311826 | val_loss: 0.0311876 | Time: 8009.14 ms [2022-03-31 20:45:01 main:574] : INFO : Epoch 1829 | loss: 0.0311817 | val_loss: 0.0311882 | Time: 7380.45 ms [2022-03-31 20:45:09 main:574] : INFO : Epoch 1830 | loss: 0.0311811 | val_loss: 0.0311875 | Time: 7754.65 ms [2022-03-31 20:45:17 main:574] : INFO : Epoch 1831 | loss: 0.0311812 | val_loss: 0.0311867 | Time: 7551.64 ms [2022-03-31 20:45:24 main:574] : INFO : Epoch 1832 | loss: 0.0311819 | val_loss: 0.0311868 | Time: 7181.36 ms [2022-03-31 20:45:31 main:574] : INFO : Epoch 1833 | loss: 0.0311825 | val_loss: 0.0311912 | Time: 7267.58 ms [2022-03-31 20:45:39 main:574] : INFO : Epoch 1834 | loss: 0.0311809 | val_loss: 0.0311907 | Time: 7814.09 ms [2022-03-31 20:45:47 main:574] : INFO : Epoch 1835 | loss: 0.0311799 | val_loss: 0.0311875 | Time: 7935.61 ms [2022-03-31 20:45:55 main:574] : INFO : Epoch 1836 | loss: 0.0311793 | val_loss: 0.0311875 | Time: 8052.78 ms [2022-03-31 20:46:02 main:574] : INFO : Epoch 1837 | loss: 0.0311797 | val_loss: 0.0311866 | Time: 7662.77 ms [2022-03-31 20:46:10 main:574] : INFO : Epoch 1838 | loss: 0.0311803 | val_loss: 0.0311901 | Time: 7433.65 ms [2022-03-31 20:46:17 main:574] : INFO : Epoch 1839 | loss: 0.0311797 | val_loss: 0.0311938 | Time: 7316.93 ms [2022-03-31 20:46:25 main:574] : INFO : Epoch 1840 | loss: 0.0311797 | val_loss: 0.031188 | Time: 7362.17 ms [2022-03-31 20:46:32 main:574] : INFO : Epoch 1841 | loss: 0.0311795 | val_loss: 0.0311871 | Time: 7425.76 ms [2022-03-31 20:46:39 main:574] : INFO : Epoch 1842 | loss: 0.0311802 | val_loss: 0.0311909 | Time: 7406.04 ms [2022-03-31 20:46:47 main:574] : INFO : Epoch 1843 | loss: 0.0311805 | val_loss: 0.0311883 | Time: 7904.98 ms [2022-03-31 20:46:55 main:574] : INFO : Epoch 1844 | loss: 0.0311789 | val_loss: 0.0311869 | Time: 7185.25 ms [2022-03-31 20:47:02 main:574] : INFO : Epoch 1845 | loss: 0.031178 | val_loss: 0.0311881 | Time: 7465.55 ms [2022-03-31 20:47:09 main:574] : INFO : Epoch 1846 | loss: 0.0311786 | val_loss: 0.0311904 | Time: 7057.64 ms [2022-03-31 20:47:16 main:574] : INFO : Epoch 1847 | loss: 0.0311789 | val_loss: 0.0311871 | Time: 7054.72 ms [2022-03-31 20:47:23 main:574] : INFO : Epoch 1848 | loss: 0.0311777 | val_loss: 0.0311887 | Time: 7340.88 ms [2022-03-31 20:47:30 main:574] : INFO : Epoch 1849 | loss: 0.0311777 | val_loss: 0.0311875 | Time: 6994.79 ms [2022-03-31 20:47:37 main:574] : INFO : Epoch 1850 | loss: 0.0311771 | val_loss: 0.0311873 | Time: 7031.4 ms [2022-03-31 20:47:45 main:574] : INFO : Epoch 1851 | loss: 0.0311781 | val_loss: 0.0311866 | Time: 7151.45 ms [2022-03-31 20:47:52 main:574] : INFO : Epoch 1852 | loss: 0.0311787 | val_loss: 0.0311923 | Time: 6919.55 ms [2022-03-31 20:47:59 main:574] : INFO : Epoch 1853 | loss: 0.0311785 | val_loss: 0.031188 | Time: 7154.79 ms [2022-03-31 20:48:09 main:574] : INFO : Epoch 1854 | loss: 0.0311774 | val_loss: 0.0311876 | Time: 10512.3 ms [2022-03-31 20:48:17 main:574] : INFO : Epoch 1855 | loss: 0.0311767 | val_loss: 0.0311872 | Time: 7586.31 ms [2022-03-31 20:48:26 main:574] : INFO : Epoch 1856 | loss: 0.0311785 | val_loss: 0.0311886 | Time: 9491.42 ms [2022-03-31 20:48:37 main:574] : INFO : Epoch 1857 | loss: 0.0311774 | val_loss: 0.0311887 | Time: 10484.1 ms [2022-03-31 20:48:45 main:574] : INFO : Epoch 1858 | loss: 0.0311765 | val_loss: 0.0311868 | Time: 7795.52 ms [2022-03-31 20:48:53 main:574] : INFO : Epoch 1859 | loss: 0.0311768 | val_loss: 0.0311867 | Time: 8227.07 ms [2022-03-31 20:49:01 main:574] : INFO : Epoch 1860 | loss: 0.0311784 | val_loss: 0.0311897 | Time: 8313.73 ms [2022-03-31 20:49:10 main:574] : INFO : Epoch 1861 | loss: 0.0311786 | val_loss: 0.0311861 | Time: 8815.95 ms [2022-03-31 20:49:19 main:574] : INFO : Epoch 1862 | loss: 0.031178 | val_loss: 0.0311892 | Time: 8614.69 ms [2022-03-31 20:49:27 main:574] : INFO : Epoch 1863 | loss: 0.0311785 | val_loss: 0.0311882 | Time: 8564.18 ms [2022-03-31 20:49:36 main:574] : INFO : Epoch 1864 | loss: 0.0311766 | val_loss: 0.0311888 | Time: 9067.35 ms [2022-03-31 20:49:45 main:574] : INFO : Epoch 1865 | loss: 0.0311771 | val_loss: 0.0311876 | Time: 8678.37 ms [2022-03-31 20:49:53 main:574] : INFO : Epoch 1866 | loss: 0.0311765 | val_loss: 0.0311887 | Time: 8155.91 ms [2022-03-31 20:50:01 main:574] : INFO : Epoch 1867 | loss: 0.031177 | val_loss: 0.0311872 | Time: 8058.23 ms [2022-03-31 20:50:09 main:574] : INFO : Epoch 1868 | loss: 0.0311757 | val_loss: 0.0311873 | Time: 8247.14 ms [2022-03-31 20:50:18 main:574] : INFO : Epoch 1869 | loss: 0.0311767 | val_loss: 0.0311876 | Time: 8038.27 ms [2022-03-31 20:50:26 main:574] : INFO : Epoch 1870 | loss: 0.0311763 | val_loss: 0.0311873 | Time: 8063.95 ms [2022-03-31 20:50:34 main:574] : INFO : Epoch 1871 | loss: 0.0311776 | val_loss: 0.031188 | Time: 7946.18 ms [2022-03-31 20:50:42 main:574] : INFO : Epoch 1872 | loss: 0.0311789 | val_loss: 0.0311907 | Time: 8181.49 ms [2022-03-31 20:50:50 main:574] : INFO : Epoch 1873 | loss: 0.0311788 | val_loss: 0.0311871 | Time: 8050.33 ms [2022-03-31 20:50:58 main:574] : INFO : Epoch 1874 | loss: 0.0311871 | val_loss: 0.0312004 | Time: 8057.89 ms [2022-03-31 20:51:06 main:574] : INFO : Epoch 1875 | loss: 0.0311932 | val_loss: 0.0311991 | Time: 7945.76 ms [2022-03-31 20:51:14 main:574] : INFO : Epoch 1876 | loss: 0.0311905 | val_loss: 0.0311941 | Time: 8004.53 ms [2022-03-31 20:51:22 main:574] : INFO : Epoch 1877 | loss: 0.0311915 | val_loss: 0.0312001 | Time: 8236.66 ms [2022-03-31 20:51:30 main:574] : INFO : Epoch 1878 | loss: 0.031187 | val_loss: 0.0311951 | Time: 8230.33 ms [2022-03-31 20:51:38 main:574] : INFO : Epoch 1879 | loss: 0.031185 | val_loss: 0.031192 | Time: 7972.37 ms [2022-03-31 20:51:46 main:574] : INFO : Epoch 1880 | loss: 0.0311851 | val_loss: 0.031192 | Time: 8191.6 ms [2022-03-31 20:51:55 main:574] : INFO : Epoch 1881 | loss: 0.0311843 | val_loss: 0.031192 | Time: 8546.15 ms [2022-03-31 20:52:03 main:574] : INFO : Epoch 1882 | loss: 0.0311838 | val_loss: 0.0311923 | Time: 8220.2 ms [2022-03-31 20:52:11 main:574] : INFO : Epoch 1883 | loss: 0.0311843 | val_loss: 0.0311926 | Time: 8056.76 ms [2022-03-31 20:52:19 main:574] : INFO : Epoch 1884 | loss: 0.0311853 | val_loss: 0.0311931 | Time: 8029.85 ms [2022-03-31 20:52:27 main:574] : INFO : Epoch 1885 | loss: 0.0311871 | val_loss: 0.0311952 | Time: 8088.61 ms [2022-03-31 20:52:35 main:574] : INFO : Epoch 1886 | loss: 0.0311847 | val_loss: 0.0311935 | Time: 8037.52 ms [2022-03-31 20:52:44 main:574] : INFO : Epoch 1887 | loss: 0.031184 | val_loss: 0.0311913 | Time: 8128.75 ms [2022-03-31 20:52:52 main:574] : INFO : Epoch 1888 | loss: 0.0311831 | val_loss: 0.0311912 | Time: 7937.16 ms [2022-03-31 20:53:00 main:574] : INFO : Epoch 1889 | loss: 0.0311847 | val_loss: 0.0311923 | Time: 8014.94 ms [2022-03-31 20:53:08 main:574] : INFO : Epoch 1890 | loss: 0.0311872 | val_loss: 0.0311952 | Time: 7957 ms [2022-03-31 20:53:16 main:574] : INFO : Epoch 1891 | loss: 0.0311844 | val_loss: 0.0311908 | Time: 7992.33 ms [2022-03-31 20:53:24 main:574] : INFO : Epoch 1892 | loss: 0.0311845 | val_loss: 0.0311925 | Time: 8218.21 ms [2022-03-31 20:53:32 main:574] : INFO : Epoch 1893 | loss: 0.031185 | val_loss: 0.0311897 | Time: 8000.5 ms [2022-03-31 20:53:40 main:574] : INFO : Epoch 1894 | loss: 0.0311844 | val_loss: 0.0311896 | Time: 7825.57 ms [2022-03-31 20:53:47 main:574] : INFO : Epoch 1895 | loss: 0.031184 | val_loss: 0.0311915 | Time: 7896.66 ms [2022-03-31 20:53:56 main:574] : INFO : Epoch 1896 | loss: 0.0311816 | val_loss: 0.0311891 | Time: 8070.82 ms [2022-03-31 20:54:04 main:574] : INFO : Epoch 1897 | loss: 0.0311845 | val_loss: 0.031192 | Time: 7933.94 ms [2022-03-31 20:54:11 main:574] : INFO : Epoch 1898 | loss: 0.0311862 | val_loss: 0.031191 | Time: 7942.62 ms [2022-03-31 20:54:19 main:574] : INFO : Epoch 1899 | loss: 0.0311859 | val_loss: 0.0311897 | Time: 7835.18 ms [2022-03-31 20:54:27 main:574] : INFO : Epoch 1900 | loss: 0.0311852 | val_loss: 0.0311895 | Time: 7832.93 ms [2022-03-31 20:54:35 main:574] : INFO : Epoch 1901 | loss: 0.0311837 | val_loss: 0.0311889 | Time: 7717.24 ms [2022-03-31 20:54:43 main:574] : INFO : Epoch 1902 | loss: 0.0311831 | val_loss: 0.031191 | Time: 7904.67 ms [2022-03-31 20:54:51 main:574] : INFO : Epoch 1903 | loss: 0.0311833 | val_loss: 0.0311911 | Time: 7769.16 ms [2022-03-31 20:54:58 main:574] : INFO : Epoch 1904 | loss: 0.0311824 | val_loss: 0.0311877 | Time: 7863.1 ms [2022-03-31 20:55:06 main:574] : INFO : Epoch 1905 | loss: 0.0311816 | val_loss: 0.0311925 | Time: 7805.62 ms [2022-03-31 20:55:14 main:574] : INFO : Epoch 1906 | loss: 0.0311813 | val_loss: 0.0311889 | Time: 7882.24 ms [2022-03-31 20:55:22 main:574] : INFO : Epoch 1907 | loss: 0.0311809 | val_loss: 0.0311919 | Time: 7861.82 ms [2022-03-31 20:55:30 main:574] : INFO : Epoch 1908 | loss: 0.0311827 | val_loss: 0.0311926 | Time: 7866.72 ms [2022-03-31 20:55:38 main:574] : INFO : Epoch 1909 | loss: 0.0311815 | val_loss: 0.0311885 | Time: 7802.07 ms [2022-03-31 20:55:46 main:574] : INFO : Epoch 1910 | loss: 0.03118 | val_loss: 0.0311891 | Time: 7948.49 ms [2022-03-31 20:55:54 main:574] : INFO : Epoch 1911 | loss: 0.0311799 | val_loss: 0.0311903 | Time: 7941.51 ms [2022-03-31 20:56:01 main:574] : INFO : Epoch 1912 | loss: 0.0311799 | val_loss: 0.0311895 | Time: 7867.98 ms [2022-03-31 20:56:09 main:574] : INFO : Epoch 1913 | loss: 0.03118 | val_loss: 0.0311892 | Time: 7830.72 ms [2022-03-31 20:56:17 main:574] : INFO : Epoch 1914 | loss: 0.0311804 | val_loss: 0.0311891 | Time: 7904.23 ms [2022-03-31 20:56:25 main:574] : INFO : Epoch 1915 | loss: 0.0311799 | val_loss: 0.0311889 | Time: 7793.76 ms [2022-03-31 20:56:33 main:574] : INFO : Epoch 1916 | loss: 0.0311792 | val_loss: 0.0311891 | Time: 7956.79 ms [2022-03-31 20:56:41 main:574] : INFO : Epoch 1917 | loss: 0.0311785 | val_loss: 0.0311892 | Time: 7873.49 ms [2022-03-31 20:56:49 main:574] : INFO : Epoch 1918 | loss: 0.0311782 | val_loss: 0.0311895 | Time: 7853.69 ms [2022-03-31 20:56:57 main:574] : INFO : Epoch 1919 | loss: 0.0311785 | val_loss: 0.0311883 | Time: 8417.21 ms [2022-03-31 20:57:05 main:574] : INFO : Epoch 1920 | loss: 0.0311785 | val_loss: 0.031189 | Time: 7918.93 ms [2022-03-31 20:57:13 main:574] : INFO : Epoch 1921 | loss: 0.0311785 | val_loss: 0.0311916 | Time: 7892.84 ms [2022-03-31 20:57:21 main:574] : INFO : Epoch 1922 | loss: 0.0311782 | val_loss: 0.0311887 | Time: 7829.26 ms [2022-03-31 20:57:29 main:574] : INFO : Epoch 1923 | loss: 0.0311782 | val_loss: 0.0311897 | Time: 7892.38 ms [2022-03-31 20:57:37 main:574] : INFO : Epoch 1924 | loss: 0.0311784 | val_loss: 0.0311888 | Time: 7973.45 ms [2022-03-31 20:57:44 main:574] : INFO : Epoch 1925 | loss: 0.0311782 | val_loss: 0.0311915 | Time: 7805.79 ms [2022-03-31 20:57:52 main:574] : INFO : Epoch 1926 | loss: 0.0311808 | val_loss: 0.0311937 | Time: 7741.51 ms [2022-03-31 20:58:00 main:574] : INFO : Epoch 1927 | loss: 0.0311785 | val_loss: 0.0311915 | Time: 7850.45 ms [2022-03-31 20:58:08 main:574] : INFO : Epoch 1928 | loss: 0.0311776 | val_loss: 0.0311895 | Time: 7839.25 ms [2022-03-31 20:58:16 main:574] : INFO : Epoch 1929 | loss: 0.0311778 | val_loss: 0.0311903 | Time: 7847.61 ms [2022-03-31 20:58:24 main:574] : INFO : Epoch 1930 | loss: 0.0311777 | val_loss: 0.0311898 | Time: 7814.75 ms [2022-03-31 20:58:32 main:574] : INFO : Epoch 1931 | loss: 0.0311772 | val_loss: 0.0311918 | Time: 7963.87 ms [2022-03-31 20:58:39 main:574] : INFO : Epoch 1932 | loss: 0.0311782 | val_loss: 0.0311921 | Time: 7762.55 ms [2022-03-31 20:58:47 main:574] : INFO : Epoch 1933 | loss: 0.0311774 | val_loss: 0.0311906 | Time: 7910.09 ms [2022-03-31 20:58:55 main:574] : INFO : Epoch 1934 | loss: 0.0311769 | val_loss: 0.0311926 | Time: 7862.23 ms [2022-03-31 20:59:03 main:574] : INFO : Epoch 1935 | loss: 0.0311776 | val_loss: 0.0311936 | Time: 7881.68 ms [2022-03-31 20:59:11 main:574] : INFO : Epoch 1936 | loss: 0.0311773 | val_loss: 0.0311926 | Time: 8213.53 ms [2022-03-31 20:59:20 main:574] : INFO : Epoch 1937 | loss: 0.03118 | val_loss: 0.0311944 | Time: 8435.7 ms [2022-03-31 20:59:27 main:574] : INFO : Epoch 1938 | loss: 0.0311788 | val_loss: 0.0311943 | Time: 7890.41 ms [2022-03-31 20:59:35 main:574] : INFO : Epoch 1939 | loss: 0.0311816 | val_loss: 0.0311943 | Time: 7820.33 ms [2022-03-31 20:59:43 main:574] : INFO : Epoch 1940 | loss: 0.0311803 | val_loss: 0.0311966 | Time: 7866.41 ms [2022-03-31 20:59:51 main:574] : INFO : Epoch 1941 | loss: 0.0311786 | val_loss: 0.0311926 | Time: 7816.02 ms [2022-03-31 20:59:59 main:574] : INFO : Epoch 1942 | loss: 0.0311775 | val_loss: 0.0311932 | Time: 7869.35 ms [2022-03-31 21:00:07 main:574] : INFO : Epoch 1943 | loss: 0.0311772 | val_loss: 0.0311964 | Time: 7903.91 ms [2022-03-31 21:00:15 main:574] : INFO : Epoch 1944 | loss: 0.0311771 | val_loss: 0.0311922 | Time: 7844.01 ms [2022-03-31 21:00:23 main:574] : INFO : Epoch 1945 | loss: 0.0311768 | val_loss: 0.0311958 | Time: 7872.35 ms [2022-03-31 21:00:30 main:574] : INFO : Epoch 1946 | loss: 0.031177 | val_loss: 0.0311938 | Time: 7851.33 ms [2022-03-31 21:00:38 main:574] : INFO : Epoch 1947 | loss: 0.0311813 | val_loss: 0.0311943 | Time: 7839.24 ms [2022-03-31 21:00:46 main:574] : INFO : Epoch 1948 | loss: 0.0311821 | val_loss: 0.031192 | Time: 7800.27 ms [2022-03-31 21:00:54 main:574] : INFO : Epoch 1949 | loss: 0.0311798 | val_loss: 0.0311938 | Time: 7847.48 ms [2022-03-31 21:01:02 main:574] : INFO : Epoch 1950 | loss: 0.0311781 | val_loss: 0.0311956 | Time: 7859.43 ms [2022-03-31 21:01:10 main:574] : INFO : Epoch 1951 | loss: 0.0311777 | val_loss: 0.0311931 | Time: 7830.11 ms [2022-03-31 21:01:18 main:574] : INFO : Epoch 1952 | loss: 0.0311773 | val_loss: 0.0311944 | Time: 7938.67 ms [2022-03-31 21:01:25 main:574] : INFO : Epoch 1953 | loss: 0.0311796 | val_loss: 0.0311936 | Time: 7848.81 ms [2022-03-31 21:01:33 main:574] : INFO : Epoch 1954 | loss: 0.031177 | val_loss: 0.0311934 | Time: 7842.84 ms [2022-03-31 21:01:41 main:574] : INFO : Epoch 1955 | loss: 0.0311777 | val_loss: 0.0311977 | Time: 7929.77 ms [2022-03-31 21:01:49 main:574] : INFO : Epoch 1956 | loss: 0.0311762 | val_loss: 0.0311923 | Time: 7852.5 ms [2022-03-31 21:01:57 main:574] : INFO : Epoch 1957 | loss: 0.0311767 | val_loss: 0.0311895 | Time: 7930.85 ms [2022-03-31 21:02:05 main:574] : INFO : Epoch 1958 | loss: 0.03118 | val_loss: 0.0311936 | Time: 7930.81 ms [2022-03-31 21:02:13 main:574] : INFO : Epoch 1959 | loss: 0.0311809 | val_loss: 0.031191 | Time: 7791.29 ms [2022-03-31 21:02:21 main:574] : INFO : Epoch 1960 | loss: 0.0311788 | val_loss: 0.0311876 | Time: 7907.21 ms [2022-03-31 21:02:29 main:574] : INFO : Epoch 1961 | loss: 0.031178 | val_loss: 0.03119 | Time: 7864.05 ms [2022-03-31 21:02:37 main:574] : INFO : Epoch 1962 | loss: 0.0311788 | val_loss: 0.0311883 | Time: 7996.36 ms [2022-03-31 21:02:44 main:574] : INFO : Epoch 1963 | loss: 0.0311804 | val_loss: 0.0311983 | Time: 7852.44 ms [2022-03-31 21:02:52 main:574] : INFO : Epoch 1964 | loss: 0.0311789 | val_loss: 0.0311885 | Time: 7839.01 ms [2022-03-31 21:03:00 main:574] : INFO : Epoch 1965 | loss: 0.0311776 | val_loss: 0.0311949 | Time: 7880.32 ms [2022-03-31 21:03:08 main:574] : INFO : Epoch 1966 | loss: 0.0311778 | val_loss: 0.0311938 | Time: 7829.89 ms [2022-03-31 21:03:16 main:574] : INFO : Epoch 1967 | loss: 0.0311783 | val_loss: 0.0311919 | Time: 7804.19 ms [2022-03-31 21:03:24 main:574] : INFO : Epoch 1968 | loss: 0.0311794 | val_loss: 0.0311958 | Time: 7807.2 ms [2022-03-31 21:03:31 main:574] : INFO : Epoch 1969 | loss: 0.0311771 | val_loss: 0.0311932 | Time: 7817.27 ms [2022-03-31 21:03:39 main:574] : INFO : Epoch 1970 | loss: 0.0311759 | val_loss: 0.0311906 | Time: 7793.56 ms [2022-03-31 21:03:47 main:574] : INFO : Epoch 1971 | loss: 0.0311768 | val_loss: 0.0311915 | Time: 7830.22 ms [2022-03-31 21:03:55 main:574] : INFO : Epoch 1972 | loss: 0.031177 | val_loss: 0.0311927 | Time: 7864.96 ms [2022-03-31 21:04:03 main:574] : INFO : Epoch 1973 | loss: 0.0311775 | val_loss: 0.0311927 | Time: 7963.36 ms [2022-03-31 21:04:11 main:574] : INFO : Epoch 1974 | loss: 0.0311774 | val_loss: 0.0311974 | Time: 7765.41 ms [2022-03-31 21:04:18 main:574] : INFO : Epoch 1975 | loss: 0.0311773 | val_loss: 0.031191 | Time: 7728.05 ms [2022-03-31 21:04:26 main:574] : INFO : Epoch 1976 | loss: 0.0311797 | val_loss: 0.0311911 | Time: 7776.93 ms [2022-03-31 21:04:34 main:574] : INFO : Epoch 1977 | loss: 0.0311793 | val_loss: 0.0311908 | Time: 7895.58 ms [2022-03-31 21:04:42 main:574] : INFO : Epoch 1978 | loss: 0.0311774 | val_loss: 0.0311911 | Time: 7895.85 ms [2022-03-31 21:04:50 main:574] : INFO : Epoch 1979 | loss: 0.031175 | val_loss: 0.0311908 | Time: 7799.59 ms [2022-03-31 21:04:58 main:574] : INFO : Epoch 1980 | loss: 0.031175 | val_loss: 0.0311917 | Time: 7870.12 ms [2022-03-31 21:05:06 main:574] : INFO : Epoch 1981 | loss: 0.0311744 | val_loss: 0.0311916 | Time: 8027.22 ms [2022-03-31 21:05:14 main:574] : INFO : Epoch 1982 | loss: 0.0311751 | val_loss: 0.0311938 | Time: 8394.9 ms [2022-03-31 21:05:22 main:574] : INFO : Epoch 1983 | loss: 0.031175 | val_loss: 0.0311915 | Time: 8139.65 ms [2022-03-31 21:05:30 main:574] : INFO : Epoch 1984 | loss: 0.0311749 | val_loss: 0.031192 | Time: 7494.46 ms [2022-03-31 21:05:37 main:574] : INFO : Epoch 1985 | loss: 0.0311755 | val_loss: 0.0311921 | Time: 7544.28 ms [2022-03-31 21:05:45 main:574] : INFO : Epoch 1986 | loss: 0.0311747 | val_loss: 0.0311968 | Time: 7471.76 ms [2022-03-31 21:05:52 main:574] : INFO : Epoch 1987 | loss: 0.0311832 | val_loss: 0.0311989 | Time: 7471.22 ms [2022-03-31 21:06:00 main:574] : INFO : Epoch 1988 | loss: 0.0311871 | val_loss: 0.031195 | Time: 7438.14 ms [2022-03-31 21:06:07 main:574] : INFO : Epoch 1989 | loss: 0.0311836 | val_loss: 0.031191 | Time: 7516.63 ms [2022-03-31 21:06:15 main:574] : INFO : Epoch 1990 | loss: 0.0311812 | val_loss: 0.0311904 | Time: 7504.56 ms [2022-03-31 21:06:22 main:574] : INFO : Epoch 1991 | loss: 0.0311795 | val_loss: 0.0311893 | Time: 7629.97 ms [2022-03-31 21:06:30 main:574] : INFO : Epoch 1992 | loss: 0.0311784 | val_loss: 0.0311904 | Time: 7579.41 ms [2022-03-31 21:06:37 main:574] : INFO : Epoch 1993 | loss: 0.0311792 | val_loss: 0.0311903 | Time: 7514.3 ms [2022-03-31 21:06:45 main:574] : INFO : Epoch 1994 | loss: 0.0311808 | val_loss: 0.0311888 | Time: 7507.3 ms [2022-03-31 21:06:53 main:574] : INFO : Epoch 1995 | loss: 0.0311792 | val_loss: 0.0311893 | Time: 7624.61 ms [2022-03-31 21:07:00 main:574] : INFO : Epoch 1996 | loss: 0.0311781 | val_loss: 0.0311884 | Time: 7520.49 ms [2022-03-31 21:07:08 main:574] : INFO : Epoch 1997 | loss: 0.0311795 | val_loss: 0.0311908 | Time: 7473.19 ms [2022-03-31 21:07:15 main:574] : INFO : Epoch 1998 | loss: 0.0311778 | val_loss: 0.0311894 | Time: 7377.84 ms [2022-03-31 21:07:23 main:574] : INFO : Epoch 1999 | loss: 0.031178 | val_loss: 0.0311933 | Time: 7605.93 ms [2022-03-31 21:07:30 main:574] : INFO : Epoch 2000 | loss: 0.0311786 | val_loss: 0.0311888 | Time: 7735.45 ms [2022-03-31 21:07:38 main:574] : INFO : Epoch 2001 | loss: 0.0311762 | val_loss: 0.0311918 | Time: 7633.8 ms [2022-03-31 21:07:45 main:574] : INFO : Epoch 2002 | loss: 0.0311768 | val_loss: 0.0311891 | Time: 7478.26 ms [2022-03-31 21:07:53 main:574] : INFO : Epoch 2003 | loss: 0.0311759 | val_loss: 0.0311895 | Time: 7493.03 ms [2022-03-31 21:08:01 main:574] : INFO : Epoch 2004 | loss: 0.0311774 | val_loss: 0.0311902 | Time: 7547.81 ms [2022-03-31 21:08:08 main:574] : INFO : Epoch 2005 | loss: 0.0311761 | val_loss: 0.0311904 | Time: 7324.68 ms [2022-03-31 21:08:15 main:574] : INFO : Epoch 2006 | loss: 0.031177 | val_loss: 0.0311891 | Time: 7401.3 ms [2022-03-31 21:08:23 main:574] : INFO : Epoch 2007 | loss: 0.0311758 | val_loss: 0.0311894 | Time: 7584.32 ms [2022-03-31 21:08:31 main:574] : INFO : Epoch 2008 | loss: 0.0311751 | val_loss: 0.0311917 | Time: 7605.26 ms [2022-03-31 21:08:38 main:574] : INFO : Epoch 2009 | loss: 0.0311753 | val_loss: 0.0311888 | Time: 7490.03 ms [2022-03-31 21:08:46 main:574] : INFO : Epoch 2010 | loss: 0.0311762 | val_loss: 0.0311912 | Time: 7552.19 ms [2022-03-31 21:08:53 main:574] : INFO : Epoch 2011 | loss: 0.0311754 | val_loss: 0.0311891 | Time: 7535.75 ms [2022-03-31 21:09:01 main:574] : INFO : Epoch 2012 | loss: 0.0311753 | val_loss: 0.0311901 | Time: 7549.47 ms [2022-03-31 21:09:08 main:574] : INFO : Epoch 2013 | loss: 0.0311747 | val_loss: 0.031193 | Time: 7581.15 ms [2022-03-31 21:09:16 main:574] : INFO : Epoch 2014 | loss: 0.0311782 | val_loss: 0.0311888 | Time: 7535.6 ms [2022-03-31 21:09:23 main:574] : INFO : Epoch 2015 | loss: 0.0311764 | val_loss: 0.0311931 | Time: 7589.91 ms [2022-03-31 21:09:31 main:574] : INFO : Epoch 2016 | loss: 0.0311744 | val_loss: 0.0311931 | Time: 7509.93 ms [2022-03-31 21:09:38 main:574] : INFO : Epoch 2017 | loss: 0.0311773 | val_loss: 0.0311902 | Time: 7511.44 ms [2022-03-31 21:09:46 main:574] : INFO : Epoch 2018 | loss: 0.0311778 | val_loss: 0.0311885 | Time: 7840.11 ms [2022-03-31 21:09:54 main:574] : INFO : Epoch 2019 | loss: 0.0311771 | val_loss: 0.0311913 | Time: 7676.9 ms [2022-03-31 21:10:01 main:574] : INFO : Epoch 2020 | loss: 0.0311771 | val_loss: 0.031188 | Time: 7349.95 ms [2022-03-31 21:10:09 main:574] : INFO : Epoch 2021 | loss: 0.0311768 | val_loss: 0.0311972 | Time: 7462.28 ms [2022-03-31 21:10:16 main:574] : INFO : Epoch 2022 | loss: 0.0311832 | val_loss: 0.0311917 | Time: 7615.67 ms [2022-03-31 21:10:24 main:574] : INFO : Epoch 2023 | loss: 0.0311781 | val_loss: 0.0312003 | Time: 7513.35 ms [2022-03-31 21:10:31 main:574] : INFO : Epoch 2024 | loss: 0.0311774 | val_loss: 0.0311931 | Time: 7583.23 ms [2022-03-31 21:10:39 main:574] : INFO : Epoch 2025 | loss: 0.0311787 | val_loss: 0.0311921 | Time: 7570.46 ms [2022-03-31 21:10:47 main:574] : INFO : Epoch 2026 | loss: 0.0311749 | val_loss: 0.0311897 | Time: 7612.51 ms [2022-03-31 21:10:54 main:574] : INFO : Epoch 2027 | loss: 0.0311745 | val_loss: 0.0311921 | Time: 7621.87 ms [2022-03-31 21:11:02 main:574] : INFO : Epoch 2028 | loss: 0.0311743 | val_loss: 0.0311916 | Time: 7607.18 ms [2022-03-31 21:11:09 main:574] : INFO : Epoch 2029 | loss: 0.0311743 | val_loss: 0.0311959 | Time: 7512.91 ms [2022-03-31 21:11:17 main:574] : INFO : Epoch 2030 | loss: 0.0311767 | val_loss: 0.0311884 | Time: 7679.24 ms [2022-03-31 21:11:25 main:574] : INFO : Epoch 2031 | loss: 0.031177 | val_loss: 0.0311936 | Time: 7535.41 ms [2022-03-31 21:11:32 main:574] : INFO : Epoch 2032 | loss: 0.0311753 | val_loss: 0.0311893 | Time: 7429.93 ms [2022-03-31 21:11:40 main:574] : INFO : Epoch 2033 | loss: 0.0311754 | val_loss: 0.0311924 | Time: 7557.39 ms [2022-03-31 21:11:47 main:574] : INFO : Epoch 2034 | loss: 0.0311755 | val_loss: 0.0311898 | Time: 7400.11 ms [2022-03-31 21:11:55 main:574] : INFO : Epoch 2035 | loss: 0.0311746 | val_loss: 0.0311918 | Time: 7616.33 ms [2022-03-31 21:12:02 main:574] : INFO : Epoch 2036 | loss: 0.031179 | val_loss: 0.0311935 | Time: 7532.71 ms [2022-03-31 21:12:10 main:574] : INFO : Epoch 2037 | loss: 0.0311808 | val_loss: 0.0311927 | Time: 7444.74 ms [2022-03-31 21:12:17 main:574] : INFO : Epoch 2038 | loss: 0.0311802 | val_loss: 0.0311885 | Time: 7513.34 ms [2022-03-31 21:12:25 main:574] : INFO : Epoch 2039 | loss: 0.0311826 | val_loss: 0.0311874 | Time: 7393.83 ms [2022-03-31 21:12:32 main:574] : INFO : Epoch 2040 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 7630.58 ms [2022-03-31 21:12:40 main:574] : INFO : Epoch 2041 | loss: 0.0311854 | val_loss: 0.0311886 | Time: 7580.15 ms [2022-03-31 21:12:48 main:574] : INFO : Epoch 2042 | loss: 0.031185 | val_loss: 0.0311866 | Time: 7646.68 ms [2022-03-31 21:12:55 main:574] : INFO : Epoch 2043 | loss: 0.0311837 | val_loss: 0.031185 | Time: 7567.36 ms [2022-03-31 21:13:03 main:574] : INFO : Epoch 2044 | loss: 0.0311823 | val_loss: 0.0311864 | Time: 7549.24 ms [2022-03-31 21:13:10 main:574] : INFO : Epoch 2045 | loss: 0.0311827 | val_loss: 0.0311857 | Time: 7497.36 ms [2022-03-31 21:13:18 main:574] : INFO : Epoch 2046 | loss: 0.0311809 | val_loss: 0.0311862 | Time: 7522.07 ms [2022-03-31 21:13:25 main:574] : INFO : Epoch 2047 | loss: 0.0311807 | val_loss: 0.0311855 | Time: 7548.02 ms [2022-03-31 21:13:33 main:574] : INFO : Epoch 2048 | loss: 0.0311799 | val_loss: 0.0311861 | Time: 7585.76 ms [2022-03-31 21:13:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311861 [2022-03-31 21:13:33 main:603] : INFO : Saving end state to config to file [2022-03-31 21:13:33 main:608] : INFO : Success, exiting.. 21:13:33 (21328): 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)