Task 14624316
| Name | ParityModified-1647046096-13753-3-0_1 |
| Workunit | 11437017 |
| Created | 18 Apr 2022, 22:14:48 UTC |
| Sent | 18 Apr 2022, 22:15:16 UTC |
| Report deadline | 26 Apr 2022, 22:15:16 UTC |
| Received | 21 Apr 2022, 12:51:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 25 min 46 sec |
| CPU time | 1 hours 25 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,095.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.42 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> 581] : INFO : Epoch 1538 | loss: 0.0311895 | val_loss: 0.0311944 | Time: 2494.02 ms [2022-04-21 06:29:37 main:581] : INFO : Epoch 1539 | loss: 0.0311907 | val_loss: 0.0311942 | Time: 2496.1 ms [2022-04-21 06:29:40 main:581] : INFO : Epoch 1540 | loss: 0.0311882 | val_loss: 0.0311941 | Time: 2495.94 ms [2022-04-21 06:29:42 main:581] : INFO : Epoch 1541 | loss: 0.0311885 | val_loss: 0.0311956 | Time: 2494.93 ms [2022-04-21 06:29:45 main:581] : INFO : Epoch 1542 | loss: 0.0311903 | val_loss: 0.0311959 | Time: 2497.4 ms [2022-04-21 06:29:47 main:581] : INFO : Epoch 1543 | loss: 0.0311885 | val_loss: 0.0311947 | Time: 2497.12 ms [2022-04-21 06:29:50 main:581] : INFO : Epoch 1544 | loss: 0.0311881 | val_loss: 0.0311982 | Time: 2496.02 ms [2022-04-21 06:29:52 main:581] : INFO : Epoch 1545 | loss: 0.0311914 | val_loss: 0.0311942 | Time: 2496.32 ms [2022-04-21 06:29:55 main:581] : INFO : Epoch 1546 | loss: 0.0311901 | val_loss: 0.0311954 | Time: 2499.13 ms [2022-04-21 06:29:57 main:581] : INFO : Epoch 1547 | loss: 0.0311884 | val_loss: 0.0311925 | Time: 2498.67 ms [2022-04-21 06:30:00 main:581] : INFO : Epoch 1548 | loss: 0.0311872 | val_loss: 0.0311933 | Time: 2501.11 ms [2022-04-21 06:30:02 main:581] : INFO : Epoch 1549 | loss: 0.0311881 | val_loss: 0.0311949 | Time: 2498.11 ms [2022-04-21 06:30:05 main:581] : INFO : Epoch 1550 | loss: 0.0311894 | val_loss: 0.0311927 | Time: 2497.36 ms [2022-04-21 06:30:07 main:581] : INFO : Epoch 1551 | loss: 0.0311862 | val_loss: 0.0311917 | Time: 2496.24 ms [2022-04-21 06:30:10 main:581] : INFO : Epoch 1552 | loss: 0.0311851 | val_loss: 0.0311916 | Time: 2496.44 ms [2022-04-21 06:30:12 main:581] : INFO : Epoch 1553 | loss: 0.0311848 | val_loss: 0.0311919 | Time: 2497.33 ms [2022-04-21 06:30:15 main:581] : INFO : Epoch 1554 | loss: 0.0311851 | val_loss: 0.0311922 | Time: 2498.02 ms [2022-04-21 06:30:17 main:581] : INFO : Epoch 1555 | loss: 0.0311841 | val_loss: 0.0311931 | Time: 2498.37 ms [2022-04-21 06:30:20 main:581] : INFO : Epoch 1556 | loss: 0.031184 | val_loss: 0.0311933 | Time: 2498.33 ms [2022-04-21 06:30:22 main:581] : INFO : Epoch 1557 | loss: 0.0311856 | val_loss: 0.0311934 | Time: 2497.82 ms [2022-04-21 06:30:25 main:581] : INFO : Epoch 1558 | loss: 0.0311851 | val_loss: 0.0311942 | Time: 2498.07 ms [2022-04-21 06:30:27 main:581] : INFO : Epoch 1559 | loss: 0.0311852 | val_loss: 0.0311973 | Time: 2499.04 ms [2022-04-21 06:30:29 main:581] : INFO : Epoch 1560 | loss: 0.0311863 | val_loss: 0.0311921 | Time: 2497.45 ms [2022-04-21 06:30:32 main:581] : INFO : Epoch 1561 | loss: 0.0311881 | val_loss: 0.0311916 | Time: 2499.01 ms [2022-04-21 06:30:34 main:581] : INFO : Epoch 1562 | loss: 0.0311862 | val_loss: 0.0311938 | Time: 2498.02 ms [2022-04-21 06:30:37 main:581] : INFO : Epoch 1563 | loss: 0.0311864 | val_loss: 0.0311924 | Time: 2498.01 ms [2022-04-21 06:30:39 main:581] : INFO : Epoch 1564 | loss: 0.0311847 | val_loss: 0.0311909 | Time: 2499.09 ms [2022-04-21 06:30:42 main:581] : INFO : Epoch 1565 | loss: 0.0311835 | val_loss: 0.031192 | Time: 2502.49 ms [2022-04-21 06:30:44 main:581] : INFO : Epoch 1566 | loss: 0.0311834 | val_loss: 0.0311909 | Time: 2498.3 ms [2022-04-21 06:30:47 main:581] : INFO : Epoch 1567 | loss: 0.0311833 | val_loss: 0.0311891 | Time: 2499.81 ms [2022-04-21 06:30:49 main:581] : INFO : Epoch 1568 | loss: 0.0311829 | val_loss: 0.0311919 | Time: 2497.07 ms [2022-04-21 06:30:52 main:581] : INFO : Epoch 1569 | loss: 0.0311837 | val_loss: 0.0311915 | Time: 2502.47 ms [2022-04-21 06:30:54 main:581] : INFO : Epoch 1570 | loss: 0.0311828 | val_loss: 0.0311881 | Time: 2499.57 ms [2022-04-21 06:30:57 main:581] : INFO : Epoch 1571 | loss: 0.0311826 | val_loss: 0.0311877 | Time: 2498.39 ms [2022-04-21 06:30:59 main:581] : INFO : Epoch 1572 | loss: 0.0311824 | val_loss: 0.0311906 | Time: 2503.61 ms [2022-04-21 06:31:02 main:581] : INFO : Epoch 1573 | loss: 0.0311823 | val_loss: 0.0311879 | Time: 2500.89 ms [2022-04-21 06:31:04 main:581] : INFO : Epoch 1574 | loss: 0.031183 | val_loss: 0.0311888 | Time: 2500.32 ms [2022-04-21 06:31:07 main:581] : INFO : Epoch 1575 | loss: 0.031182 | val_loss: 0.0311885 | Time: 2497.93 ms [2022-04-21 06:31:09 main:581] : INFO : Epoch 1576 | loss: 0.0311801 | val_loss: 0.0311897 | Time: 2499.29 ms [2022-04-21 06:31:12 main:581] : INFO : Epoch 1577 | loss: 0.0311807 | val_loss: 0.031193 | Time: 2501.54 ms [2022-04-21 06:31:14 main:581] : INFO : Epoch 1578 | loss: 0.0311803 | val_loss: 0.031191 | Time: 2499.13 ms [2022-04-21 06:31:17 main:581] : INFO : Epoch 1579 | loss: 0.0311806 | val_loss: 0.0311876 | Time: 2500.35 ms [2022-04-21 06:31:19 main:581] : INFO : Epoch 1580 | loss: 0.0311802 | val_loss: 0.0311867 | Time: 2499.03 ms [2022-04-21 06:31:22 main:581] : INFO : Epoch 1581 | loss: 0.031181 | val_loss: 0.0311881 | Time: 2501.1 ms [2022-04-21 06:31:24 main:581] : INFO : Epoch 1582 | loss: 0.0311805 | val_loss: 0.0311879 | Time: 2496.95 ms [2022-04-21 06:31:27 main:581] : INFO : Epoch 1583 | loss: 0.0311805 | val_loss: 0.0311886 | Time: 2497.63 ms [2022-04-21 06:31:29 main:581] : INFO : Epoch 1584 | loss: 0.0311799 | val_loss: 0.0311877 | Time: 2500.3 ms [2022-04-21 06:31:32 main:581] : INFO : Epoch 1585 | loss: 0.0311804 | val_loss: 0.0311902 | Time: 2500.06 ms [2022-04-21 06:31:34 main:581] : INFO : Epoch 1586 | loss: 0.0311844 | val_loss: 0.0311977 | Time: 2503.49 ms [2022-04-21 06:31:37 main:581] : INFO : Epoch 1587 | loss: 0.0311987 | val_loss: 0.0312034 | Time: 2500.75 ms [2022-04-21 06:31:40 main:581] : INFO : Epoch 1588 | loss: 0.0311991 | val_loss: 0.0312041 | Time: 2506.09 ms [2022-04-21 06:31:42 main:581] : INFO : Epoch 1589 | loss: 0.0311973 | val_loss: 0.0312021 | Time: 2500.48 ms [2022-04-21 06:31:45 main:581] : INFO : Epoch 1590 | loss: 0.0311963 | val_loss: 0.0311997 | Time: 2501 ms [2022-04-21 06:31:47 main:581] : INFO : Epoch 1591 | loss: 0.0311946 | val_loss: 0.0311988 | Time: 2497.11 ms [2022-04-21 06:31:50 main:581] : INFO : Epoch 1592 | loss: 0.0311933 | val_loss: 0.0311991 | Time: 2498.62 ms [2022-04-21 06:31:52 main:581] : INFO : Epoch 1593 | loss: 0.0311935 | val_loss: 0.0311995 | Time: 2501.68 ms [2022-04-21 06:31:55 main:581] : INFO : Epoch 1594 | loss: 0.0311918 | val_loss: 0.0311966 | Time: 2499.58 ms [2022-04-21 06:31:57 main:581] : INFO : Epoch 1595 | loss: 0.0311917 | val_loss: 0.0311975 | Time: 2501.83 ms [2022-04-21 06:32:00 main:581] : INFO : Epoch 1596 | loss: 0.031192 | val_loss: 0.0311955 | Time: 2503.44 ms [2022-04-21 06:32:02 main:581] : INFO : Epoch 1597 | loss: 0.0311888 | val_loss: 0.031192 | Time: 2503.53 ms [2022-04-21 06:32:05 main:581] : INFO : Epoch 1598 | loss: 0.0311893 | val_loss: 0.0311927 | Time: 2500.64 ms [2022-04-21 06:32:07 main:581] : INFO : Epoch 1599 | loss: 0.0311886 | val_loss: 0.0311928 | Time: 2505.66 ms [2022-04-21 06:32:10 main:581] : INFO : Epoch 1600 | loss: 0.0311881 | val_loss: 0.0311889 | Time: 2500.87 ms [2022-04-21 06:32:12 main:581] : INFO : Epoch 1601 | loss: 0.0311848 | val_loss: 0.0311896 | Time: 2505.51 ms [2022-04-21 06:32:15 main:581] : INFO : Epoch 1602 | loss: 0.0311858 | val_loss: 0.0311903 | Time: 2498.79 ms [2022-04-21 06:32:17 main:581] : INFO : Epoch 1603 | loss: 0.0311876 | val_loss: 0.0311884 | Time: 2499.47 ms [2022-04-21 06:32:20 main:581] : INFO : Epoch 1604 | loss: 0.031191 | val_loss: 0.0311971 | Time: 2500.81 ms [2022-04-21 06:32:22 main:581] : INFO : Epoch 1605 | loss: 0.0311884 | val_loss: 0.0311918 | Time: 2499.5 ms [2022-04-21 06:32:25 main:581] : INFO : Epoch 1606 | loss: 0.0311893 | val_loss: 0.0311909 | Time: 2499.05 ms [2022-04-21 06:32:27 main:581] : INFO : Epoch 1607 | loss: 0.0311867 | val_loss: 0.0311946 | Time: 2498.54 ms [2022-04-21 06:32:30 main:581] : INFO : Epoch 1608 | loss: 0.0311866 | val_loss: 0.0311905 | Time: 2507.94 ms [2022-04-21 06:32:32 main:581] : INFO : Epoch 1609 | loss: 0.0311897 | val_loss: 0.0311971 | Time: 2499.31 ms [2022-04-21 06:32:35 main:581] : INFO : Epoch 1610 | loss: 0.0311886 | val_loss: 0.0311904 | Time: 2503.61 ms [2022-04-21 06:32:37 main:581] : INFO : Epoch 1611 | loss: 0.0311874 | val_loss: 0.0311909 | Time: 2500.78 ms [2022-04-21 06:32:40 main:581] : INFO : Epoch 1612 | loss: 0.0311856 | val_loss: 0.0311915 | Time: 2503.71 ms [2022-04-21 06:32:42 main:581] : INFO : Epoch 1613 | loss: 0.0311843 | val_loss: 0.0311898 | Time: 2490.51 ms [2022-04-21 06:32:44 main:581] : INFO : Epoch 1614 | loss: 0.0311831 | val_loss: 0.0311915 | Time: 2449.88 ms [2022-04-21 06:32:47 main:581] : INFO : Epoch 1615 | loss: 0.0311844 | val_loss: 0.0311937 | Time: 2438.22 ms [2022-04-21 06:32:49 main:581] : INFO : Epoch 1616 | loss: 0.0311866 | val_loss: 0.0311895 | Time: 2442.4 ms [2022-04-21 06:32:52 main:581] : INFO : Epoch 1617 | loss: 0.0311846 | val_loss: 0.0311892 | Time: 2437.84 ms [2022-04-21 06:32:54 main:581] : INFO : Epoch 1618 | loss: 0.0311827 | val_loss: 0.0311897 | Time: 2438.34 ms [2022-04-21 06:32:57 main:581] : INFO : Epoch 1619 | loss: 0.0311836 | val_loss: 0.0311903 | Time: 2439.38 ms [2022-04-21 06:32:59 main:581] : INFO : Epoch 1620 | loss: 0.0311833 | val_loss: 0.0311893 | Time: 2440.56 ms [2022-04-21 06:33:02 main:581] : INFO : Epoch 1621 | loss: 0.0311831 | val_loss: 0.0311891 | Time: 2443.13 ms [2022-04-21 06:33:04 main:581] : INFO : Epoch 1622 | loss: 0.031183 | val_loss: 0.0311899 | Time: 2439.78 ms [2022-04-21 06:33:06 main:581] : INFO : Epoch 1623 | loss: 0.0311861 | val_loss: 0.0311898 | Time: 2440.69 ms [2022-04-21 06:33:09 main:581] : INFO : Epoch 1624 | loss: 0.0311843 | val_loss: 0.0311896 | Time: 2439.86 ms [2022-04-21 06:33:11 main:581] : INFO : Epoch 1625 | loss: 0.0311845 | val_loss: 0.0311932 | Time: 2449.12 ms [2022-04-21 06:33:14 main:581] : INFO : Epoch 1626 | loss: 0.0311855 | val_loss: 0.0311881 | Time: 2443.53 ms [2022-04-21 06:33:16 main:581] : INFO : Epoch 1627 | loss: 0.031183 | val_loss: 0.0311887 | Time: 2439.22 ms [2022-04-21 06:33:19 main:581] : INFO : Epoch 1628 | loss: 0.0311823 | val_loss: 0.0311892 | Time: 2438.49 ms [2022-04-21 06:33:21 main:581] : INFO : Epoch 1629 | loss: 0.0311855 | val_loss: 0.0311878 | Time: 2437.93 ms [2022-04-21 06:33:24 main:581] : INFO : Epoch 1630 | loss: 0.0311826 | val_loss: 0.0311892 | Time: 2437.5 ms [2022-04-21 06:33:26 main:581] : INFO : Epoch 1631 | loss: 0.0311822 | val_loss: 0.0311876 | Time: 2433.27 ms [2022-04-21 06:33:28 main:581] : INFO : Epoch 1632 | loss: 0.0311821 | val_loss: 0.0311864 | Time: 2438.61 ms [2022-04-21 06:33:31 main:581] : INFO : Epoch 1633 | loss: 0.0311813 | val_loss: 0.031187 | Time: 2441.96 ms [2022-04-21 06:33:33 main:581] : INFO : Epoch 1634 | loss: 0.0311807 | val_loss: 0.0311883 | Time: 2438.15 ms [2022-04-21 06:33:36 main:581] : INFO : Epoch 1635 | loss: 0.0311832 | val_loss: 0.0311882 | Time: 2440.17 ms [2022-04-21 06:33:38 main:581] : INFO : Epoch 1636 | loss: 0.0311824 | val_loss: 0.0311873 | Time: 2436.15 ms [2022-04-21 06:33:41 main:581] : INFO : Epoch 1637 | loss: 0.0311818 | val_loss: 0.0311868 | Time: 2441.34 ms [2022-04-21 06:33:43 main:581] : INFO : Epoch 1638 | loss: 0.0311829 | val_loss: 0.0311877 | Time: 2437.71 ms [2022-04-21 06:33:46 main:581] : INFO : Epoch 1639 | loss: 0.0311818 | val_loss: 0.0311885 | Time: 2445.66 ms [2022-04-21 06:33:48 main:581] : INFO : Epoch 1640 | loss: 0.0311816 | val_loss: 0.0311871 | Time: 2442.27 ms [2022-04-21 06:33:50 main:581] : INFO : Epoch 1641 | loss: 0.0311807 | val_loss: 0.0311868 | Time: 2440.14 ms [2022-04-21 06:33:53 main:581] : INFO : Epoch 1642 | loss: 0.03118 | val_loss: 0.0311875 | Time: 2437.78 ms [2022-04-21 06:33:55 main:581] : INFO : Epoch 1643 | loss: 0.0311809 | val_loss: 0.0311902 | Time: 2436.58 ms [2022-04-21 06:33:58 main:581] : INFO : Epoch 1644 | loss: 0.0311807 | val_loss: 0.0311882 | Time: 2438.78 ms [2022-04-21 06:34:00 main:581] : INFO : Epoch 1645 | loss: 0.0311795 | val_loss: 0.0311878 | Time: 2445.03 ms [2022-04-21 06:34:03 main:581] : INFO : Epoch 1646 | loss: 0.0311798 | val_loss: 0.0311882 | Time: 2433.39 ms [2022-04-21 06:34:05 main:581] : INFO : Epoch 1647 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 2439.93 ms [2022-04-21 06:34:07 main:581] : INFO : Epoch 1648 | loss: 0.0311797 | val_loss: 0.0311929 | Time: 2434.03 ms [2022-04-21 06:34:10 main:581] : INFO : Epoch 1649 | loss: 0.031183 | val_loss: 0.0311878 | Time: 2438.75 ms [2022-04-21 06:34:12 main:581] : INFO : Epoch 1650 | loss: 0.0311811 | val_loss: 0.0311868 | Time: 2440.46 ms [2022-04-21 06:34:15 main:581] : INFO : Epoch 1651 | loss: 0.0311794 | val_loss: 0.0311864 | Time: 2438.19 ms [2022-04-21 06:34:17 main:581] : INFO : Epoch 1652 | loss: 0.0311787 | val_loss: 0.0311905 | Time: 2442.57 ms [2022-04-21 06:34:20 main:581] : INFO : Epoch 1653 | loss: 0.0311787 | val_loss: 0.0311877 | Time: 2439.66 ms [2022-04-21 06:34:22 main:581] : INFO : Epoch 1654 | loss: 0.0311784 | val_loss: 0.0311902 | Time: 2439.61 ms [2022-04-21 06:34:25 main:581] : INFO : Epoch 1655 | loss: 0.0311821 | val_loss: 0.0311883 | Time: 2434.4 ms [2022-04-21 06:34:27 main:581] : INFO : Epoch 1656 | loss: 0.0311812 | val_loss: 0.0311878 | Time: 2437.58 ms [2022-04-21 06:34:29 main:581] : INFO : Epoch 1657 | loss: 0.0311811 | val_loss: 0.0311867 | Time: 2437.21 ms [2022-04-21 06:34:32 main:581] : INFO : Epoch 1658 | loss: 0.0311804 | val_loss: 0.0311884 | Time: 2440.71 ms [2022-04-21 06:34:34 main:581] : INFO : Epoch 1659 | loss: 0.0311824 | val_loss: 0.0311854 | Time: 2441.72 ms [2022-04-21 06:34:37 main:581] : INFO : Epoch 1660 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 2435.44 ms [2022-04-21 06:34:39 main:581] : INFO : Epoch 1661 | loss: 0.0311774 | val_loss: 0.0311872 | Time: 2438.05 ms [2022-04-21 06:34:42 main:581] : INFO : Epoch 1662 | loss: 0.0311777 | val_loss: 0.0311859 | Time: 2438.29 ms [2022-04-21 06:34:44 main:581] : INFO : Epoch 1663 | loss: 0.0311774 | val_loss: 0.0311854 | Time: 2443.62 ms [2022-04-21 06:34:46 main:581] : INFO : Epoch 1664 | loss: 0.0311797 | val_loss: 0.0311858 | Time: 2437 ms [2022-04-21 06:34:49 main:581] : INFO : Epoch 1665 | loss: 0.0311782 | val_loss: 0.0311862 | Time: 2441.94 ms [2022-04-21 06:34:51 main:581] : INFO : Epoch 1666 | loss: 0.031177 | val_loss: 0.0311851 | Time: 2435.86 ms [2022-04-21 06:34:54 main:581] : INFO : Epoch 1667 | loss: 0.031177 | val_loss: 0.0311865 | Time: 2440.32 ms [2022-04-21 06:34:56 main:581] : INFO : Epoch 1668 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 2438.33 ms [2022-04-21 06:34:59 main:581] : INFO : Epoch 1669 | loss: 0.0311773 | val_loss: 0.0311876 | Time: 2439.86 ms [2022-04-21 06:35:01 main:581] : INFO : Epoch 1670 | loss: 0.0311785 | val_loss: 0.0311843 | Time: 2448.28 ms [2022-04-21 06:35:04 main:581] : INFO : Epoch 1671 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 2437.41 ms [2022-04-21 06:35:06 main:581] : INFO : Epoch 1672 | loss: 0.0311774 | val_loss: 0.0311902 | Time: 2438.76 ms [2022-04-21 06:35:08 main:581] : INFO : Epoch 1673 | loss: 0.0311818 | val_loss: 0.0311866 | Time: 2437.73 ms [2022-04-21 06:35:11 main:581] : INFO : Epoch 1674 | loss: 0.0311787 | val_loss: 0.0311851 | Time: 2439.95 ms [2022-04-21 06:35:13 main:581] : INFO : Epoch 1675 | loss: 0.0311781 | val_loss: 0.0311861 | Time: 2443.09 ms [2022-04-21 06:35:16 main:581] : INFO : Epoch 1676 | loss: 0.0311794 | val_loss: 0.0311867 | Time: 2485.22 ms [2022-04-21 06:35:18 main:581] : INFO : Epoch 1677 | loss: 0.0311803 | val_loss: 0.0311862 | Time: 2489.77 ms [2022-04-21 06:35:21 main:581] : INFO : Epoch 1678 | loss: 0.0311805 | val_loss: 0.0311918 | Time: 2489.15 ms [2022-04-21 06:35:23 main:581] : INFO : Epoch 1679 | loss: 0.0311836 | val_loss: 0.031187 | Time: 2496.27 ms [2022-04-21 06:35:26 main:581] : INFO : Epoch 1680 | loss: 0.0311805 | val_loss: 0.0311871 | Time: 2489.15 ms [2022-04-21 06:35:28 main:581] : INFO : Epoch 1681 | loss: 0.0311781 | val_loss: 0.0311846 | Time: 2490.96 ms [2022-04-21 06:35:31 main:581] : INFO : Epoch 1682 | loss: 0.0311773 | val_loss: 0.0311842 | Time: 2492.81 ms [2022-04-21 06:35:33 main:581] : INFO : Epoch 1683 | loss: 0.0311781 | val_loss: 0.0311843 | Time: 2489.31 ms [2022-04-21 06:35:36 main:581] : INFO : Epoch 1684 | loss: 0.0311767 | val_loss: 0.0311856 | Time: 2491.96 ms [2022-04-21 06:35:38 main:581] : INFO : Epoch 1685 | loss: 0.0311781 | val_loss: 0.0311854 | Time: 2492.7 ms [2022-04-21 06:35:41 main:581] : INFO : Epoch 1686 | loss: 0.0311803 | val_loss: 0.0311885 | Time: 2495.72 ms [2022-04-21 06:35:43 main:581] : INFO : Epoch 1687 | loss: 0.0311825 | val_loss: 0.0311876 | Time: 2495.51 ms [2022-04-21 06:35:46 main:581] : INFO : Epoch 1688 | loss: 0.0311808 | val_loss: 0.0311858 | Time: 2492.15 ms [2022-04-21 06:35:48 main:581] : INFO : Epoch 1689 | loss: 0.0311808 | val_loss: 0.0311899 | Time: 2492.45 ms [2022-04-21 06:35:51 main:581] : INFO : Epoch 1690 | loss: 0.0311842 | val_loss: 0.0311872 | Time: 2494.67 ms [2022-04-21 06:35:53 main:581] : INFO : Epoch 1691 | loss: 0.031182 | val_loss: 0.0311856 | Time: 2492.28 ms [2022-04-21 06:35:56 main:581] : INFO : Epoch 1692 | loss: 0.031182 | val_loss: 0.0311839 | Time: 2499.77 ms [2022-04-21 06:35:58 main:581] : INFO : Epoch 1693 | loss: 0.0311812 | val_loss: 0.0311852 | Time: 2496.88 ms [2022-04-21 06:36:01 main:581] : INFO : Epoch 1694 | loss: 0.0311811 | val_loss: 0.0311858 | Time: 2498.59 ms [2022-04-21 06:36:03 main:581] : INFO : Epoch 1695 | loss: 0.0311808 | val_loss: 0.0311854 | Time: 2494.12 ms [2022-04-21 06:36:06 main:581] : INFO : Epoch 1696 | loss: 0.0311811 | val_loss: 0.0311858 | Time: 2497.05 ms [2022-04-21 06:36:08 main:581] : INFO : Epoch 1697 | loss: 0.0311812 | val_loss: 0.0311858 | Time: 2497.95 ms [2022-04-21 06:36:11 main:581] : INFO : Epoch 1698 | loss: 0.0311807 | val_loss: 0.0311859 | Time: 2497.77 ms [2022-04-21 06:36:13 main:581] : INFO : Epoch 1699 | loss: 0.0311811 | val_loss: 0.0311889 | Time: 2499.39 ms [2022-04-21 06:36:16 main:581] : INFO : Epoch 1700 | loss: 0.0311787 | val_loss: 0.0311862 | Time: 2498.69 ms [2022-04-21 06:36:18 main:581] : INFO : Epoch 1701 | loss: 0.0311794 | val_loss: 0.0311872 | Time: 2496.72 ms [2022-04-21 06:36:21 main:581] : INFO : Epoch 1702 | loss: 0.0311796 | val_loss: 0.031187 | Time: 2495.88 ms [2022-04-21 06:36:23 main:581] : INFO : Epoch 1703 | loss: 0.0311809 | val_loss: 0.0311858 | Time: 2496.86 ms [2022-04-21 06:36:26 main:581] : INFO : Epoch 1704 | loss: 0.0311793 | val_loss: 0.0311877 | Time: 2495.52 ms [2022-04-21 06:36:28 main:581] : INFO : Epoch 1705 | loss: 0.0311775 | val_loss: 0.0311859 | Time: 2499.09 ms [2022-04-21 06:36:31 main:581] : INFO : Epoch 1706 | loss: 0.0311787 | val_loss: 0.0311887 | Time: 2496.04 ms [2022-04-21 06:36:33 main:581] : INFO : Epoch 1707 | loss: 0.0311773 | val_loss: 0.0311853 | Time: 2495.15 ms [2022-04-21 06:36:36 main:581] : INFO : Epoch 1708 | loss: 0.0311765 | val_loss: 0.0311852 | Time: 2495.57 ms [2022-04-21 06:36:38 main:581] : INFO : Epoch 1709 | loss: 0.0311778 | val_loss: 0.0311861 | Time: 2496.41 ms [2022-04-21 06:36:41 main:581] : INFO : Epoch 1710 | loss: 0.0311776 | val_loss: 0.0311874 | Time: 2495.44 ms [2022-04-21 06:36:43 main:581] : INFO : Epoch 1711 | loss: 0.0311782 | val_loss: 0.0311872 | Time: 2495.48 ms [2022-04-21 06:36:46 main:581] : INFO : Epoch 1712 | loss: 0.0311775 | val_loss: 0.031186 | Time: 2493.48 ms [2022-04-21 06:36:48 main:581] : INFO : Epoch 1713 | loss: 0.0311765 | val_loss: 0.031189 | Time: 2493.79 ms [2022-04-21 06:36:51 main:581] : INFO : Epoch 1714 | loss: 0.0311774 | val_loss: 0.0311848 | Time: 2494.01 ms [2022-04-21 06:36:53 main:581] : INFO : Epoch 1715 | loss: 0.0311788 | val_loss: 0.0311869 | Time: 2495.76 ms [2022-04-21 06:36:56 main:581] : INFO : Epoch 1716 | loss: 0.0311842 | val_loss: 0.031189 | Time: 2494.69 ms [2022-04-21 06:36:58 main:581] : INFO : Epoch 1717 | loss: 0.0311826 | val_loss: 0.0311862 | Time: 2498 ms [2022-04-21 06:37:01 main:581] : INFO : Epoch 1718 | loss: 0.0311795 | val_loss: 0.0311872 | Time: 2496.38 ms [2022-04-21 06:37:03 main:581] : INFO : Epoch 1719 | loss: 0.0311797 | val_loss: 0.0311863 | Time: 2492.15 ms [2022-04-21 06:37:06 main:581] : INFO : Epoch 1720 | loss: 0.0311776 | val_loss: 0.0311868 | Time: 2493.38 ms [2022-04-21 06:37:08 main:581] : INFO : Epoch 1721 | loss: 0.0311762 | val_loss: 0.0311853 | Time: 2495.48 ms [2022-04-21 06:37:11 main:581] : INFO : Epoch 1722 | loss: 0.0311776 | val_loss: 0.0311866 | Time: 2496.57 ms [2022-04-21 06:37:13 main:581] : INFO : Epoch 1723 | loss: 0.0311774 | val_loss: 0.0311868 | Time: 2496.63 ms [2022-04-21 06:37:16 main:581] : INFO : Epoch 1724 | loss: 0.0311777 | val_loss: 0.0311889 | Time: 2494.62 ms [2022-04-21 06:37:18 main:581] : INFO : Epoch 1725 | loss: 0.031179 | val_loss: 0.0311856 | Time: 2499.18 ms [2022-04-21 06:37:21 main:581] : INFO : Epoch 1726 | loss: 0.0311771 | val_loss: 0.0311869 | Time: 2493.88 ms [2022-04-21 06:37:23 main:581] : INFO : Epoch 1727 | loss: 0.0311761 | val_loss: 0.0311868 | Time: 2493.07 ms [2022-04-21 06:37:26 main:581] : INFO : Epoch 1728 | loss: 0.0311763 | val_loss: 0.0311871 | Time: 2492.44 ms [2022-04-21 06:37:28 main:581] : INFO : Epoch 1729 | loss: 0.0311757 | val_loss: 0.0311856 | Time: 2493.63 ms [2022-04-21 06:37:31 main:581] : INFO : Epoch 1730 | loss: 0.0311777 | val_loss: 0.0311868 | Time: 2495.63 ms [2022-04-21 06:37:33 main:581] : INFO : Epoch 1731 | loss: 0.0311782 | val_loss: 0.0311884 | Time: 2495.57 ms [2022-04-21 06:37:36 main:581] : INFO : Epoch 1732 | loss: 0.0311841 | val_loss: 0.0312036 | Time: 2493.53 ms [2022-04-21 06:37:38 main:581] : INFO : Epoch 1733 | loss: 0.0311889 | val_loss: 0.0311997 | Time: 2496.24 ms [2022-04-21 06:37:41 main:581] : INFO : Epoch 1734 | loss: 0.0311885 | val_loss: 0.0312006 | Time: 2494 ms [2022-04-21 06:37:43 main:581] : INFO : Epoch 1735 | loss: 0.0311891 | val_loss: 0.0311942 | Time: 2494.08 ms [2022-04-21 06:37:46 main:581] : INFO : Epoch 1736 | loss: 0.0311846 | val_loss: 0.0311884 | Time: 2492.03 ms [2022-04-21 06:37:48 main:581] : INFO : Epoch 1737 | loss: 0.0311803 | val_loss: 0.031188 | Time: 2493.34 ms [2022-04-21 06:37:51 main:581] : INFO : Epoch 1738 | loss: 0.0311801 | val_loss: 0.0311876 | Time: 2494.87 ms [2022-04-21 06:37:53 main:581] : INFO : Epoch 1739 | loss: 0.0311837 | val_loss: 0.0311877 | Time: 2493.49 ms [2022-04-21 06:37:56 main:581] : INFO : Epoch 1740 | loss: 0.0311805 | val_loss: 0.0311876 | Time: 2494.33 ms [2022-04-21 06:37:58 main:581] : INFO : Epoch 1741 | loss: 0.0311898 | val_loss: 0.0311953 | Time: 2493.03 ms [2022-04-21 06:38:00 main:581] : INFO : Epoch 1742 | loss: 0.0311929 | val_loss: 0.0311916 | Time: 2495.37 ms [2022-04-21 06:38:03 main:581] : INFO : Epoch 1743 | loss: 0.031188 | val_loss: 0.0311891 | Time: 2493.69 ms [2022-04-21 06:38:05 main:581] : INFO : Epoch 1744 | loss: 0.0311832 | val_loss: 0.0311848 | Time: 2495.54 ms [2022-04-21 06:38:08 main:581] : INFO : Epoch 1745 | loss: 0.0311805 | val_loss: 0.0311844 | Time: 2494.51 ms [2022-04-21 06:38:10 main:581] : INFO : Epoch 1746 | loss: 0.0311806 | val_loss: 0.0311847 | Time: 2494.75 ms [2022-04-21 06:38:13 main:581] : INFO : Epoch 1747 | loss: 0.0311793 | val_loss: 0.031184 | Time: 2492.01 ms [2022-04-21 06:38:15 main:581] : INFO : Epoch 1748 | loss: 0.0311793 | val_loss: 0.0311839 | Time: 2491.44 ms [2022-04-21 06:38:18 main:581] : INFO : Epoch 1749 | loss: 0.0311803 | val_loss: 0.0311878 | Time: 2493.46 ms [2022-04-21 06:38:20 main:581] : INFO : Epoch 1750 | loss: 0.0311804 | val_loss: 0.0311836 | Time: 2494.53 ms [2022-04-21 06:38:23 main:581] : INFO : Epoch 1751 | loss: 0.0311796 | val_loss: 0.0311834 | Time: 2493.91 ms [2022-04-21 06:38:25 main:581] : INFO : Epoch 1752 | loss: 0.0311779 | val_loss: 0.0311829 | Time: 2494.45 ms [2022-04-21 06:38:28 main:581] : INFO : Epoch 1753 | loss: 0.0311788 | val_loss: 0.031184 | Time: 2491.28 ms [2022-04-21 06:38:30 main:581] : INFO : Epoch 1754 | loss: 0.0311787 | val_loss: 0.0311821 | Time: 2494.82 ms [2022-04-21 06:38:33 main:581] : INFO : Epoch 1755 | loss: 0.0311766 | val_loss: 0.0311822 | Time: 2493.6 ms [2022-04-21 06:38:35 main:581] : INFO : Epoch 1756 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 2493.05 ms [2022-04-21 06:38:38 main:581] : INFO : Epoch 1757 | loss: 0.0311779 | val_loss: 0.031183 | Time: 2493.9 ms [2022-04-21 06:38:40 main:581] : INFO : Epoch 1758 | loss: 0.0311774 | val_loss: 0.0311848 | Time: 2495.92 ms [2022-04-21 06:38:43 main:581] : INFO : Epoch 1759 | loss: 0.0311872 | val_loss: 0.0311916 | Time: 2492.12 ms [2022-04-21 06:38:45 main:581] : INFO : Epoch 1760 | loss: 0.0311856 | val_loss: 0.0311878 | Time: 2494.57 ms [2022-04-21 06:38:48 main:581] : INFO : Epoch 1761 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 2492.14 ms [2022-04-21 06:38:50 main:581] : INFO : Epoch 1762 | loss: 0.0311821 | val_loss: 0.0311866 | Time: 2493.2 ms [2022-04-21 06:38:53 main:581] : INFO : Epoch 1763 | loss: 0.0311813 | val_loss: 0.0311868 | Time: 2495.37 ms [2022-04-21 06:38:55 main:581] : INFO : Epoch 1764 | loss: 0.0311821 | val_loss: 0.0311882 | Time: 2494.6 ms [2022-04-21 06:38:58 main:581] : INFO : Epoch 1765 | loss: 0.0311811 | val_loss: 0.0311854 | Time: 2493.64 ms [2022-04-21 06:39:00 main:581] : INFO : Epoch 1766 | loss: 0.0311801 | val_loss: 0.031185 | Time: 2495.22 ms [2022-04-21 06:39:03 main:581] : INFO : Epoch 1767 | loss: 0.0311807 | val_loss: 0.0311859 | Time: 2493.16 ms [2022-04-21 06:39:05 main:581] : INFO : Epoch 1768 | loss: 0.0311821 | val_loss: 0.0311874 | Time: 2494.67 ms [2022-04-21 06:39:08 main:581] : INFO : Epoch 1769 | loss: 0.0311809 | val_loss: 0.031186 | Time: 2494.29 ms [2022-04-21 06:39:10 main:581] : INFO : Epoch 1770 | loss: 0.0311803 | val_loss: 0.0311837 | Time: 2492.42 ms [2022-04-21 06:39:13 main:581] : INFO : Epoch 1771 | loss: 0.0311819 | val_loss: 0.031185 | Time: 2499.48 ms [2022-04-21 06:39:15 main:581] : INFO : Epoch 1772 | loss: 0.0311797 | val_loss: 0.0311879 | Time: 2491.94 ms [2022-04-21 06:39:18 main:581] : INFO : Epoch 1773 | loss: 0.0311771 | val_loss: 0.0311866 | Time: 2494.36 ms [2022-04-21 06:39:20 main:581] : INFO : Epoch 1774 | loss: 0.0311783 | val_loss: 0.0311843 | Time: 2496.11 ms [2022-04-21 06:39:23 main:581] : INFO : Epoch 1775 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 2493.96 ms [2022-04-21 06:39:25 main:581] : INFO : Epoch 1776 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 2494.13 ms [2022-04-21 06:39:28 main:581] : INFO : Epoch 1777 | loss: 0.0311757 | val_loss: 0.0311813 | Time: 2494.56 ms [2022-04-21 06:39:30 main:581] : INFO : Epoch 1778 | loss: 0.0311755 | val_loss: 0.0311821 | Time: 2495.24 ms [2022-04-21 06:39:33 main:581] : INFO : Epoch 1779 | loss: 0.031175 | val_loss: 0.031183 | Time: 2494.33 ms [2022-04-21 06:39:35 main:581] : INFO : Epoch 1780 | loss: 0.0311753 | val_loss: 0.0311882 | Time: 2493.64 ms [2022-04-21 06:39:38 main:581] : INFO : Epoch 1781 | loss: 0.0311763 | val_loss: 0.0311824 | Time: 2494.5 ms [2022-04-21 06:39:40 main:581] : INFO : Epoch 1782 | loss: 0.0311794 | val_loss: 0.0311871 | Time: 2492.95 ms [2022-04-21 06:39:43 main:581] : INFO : Epoch 1783 | loss: 0.0311885 | val_loss: 0.0311861 | Time: 2495.73 ms [2022-04-21 06:39:45 main:581] : INFO : Epoch 1784 | loss: 0.0311881 | val_loss: 0.0311884 | Time: 2499.12 ms [2022-04-21 06:39:48 main:581] : INFO : Epoch 1785 | loss: 0.0311849 | val_loss: 0.0311844 | Time: 2497.23 ms [2022-04-21 06:39:50 main:581] : INFO : Epoch 1786 | loss: 0.0311805 | val_loss: 0.0311843 | Time: 2494.14 ms [2022-04-21 06:39:53 main:581] : INFO : Epoch 1787 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 2493.8 ms [2022-04-21 06:39:55 main:581] : INFO : Epoch 1788 | loss: 0.0311785 | val_loss: 0.0311806 | Time: 2493.59 ms [2022-04-21 06:39:58 main:581] : INFO : Epoch 1789 | loss: 0.0311792 | val_loss: 0.0311818 | Time: 2493.41 ms [2022-04-21 06:40:00 main:581] : INFO : Epoch 1790 | loss: 0.0311783 | val_loss: 0.0311807 | Time: 2494.6 ms [2022-04-21 06:40:03 main:581] : INFO : Epoch 1791 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 2497.44 ms [2022-04-21 06:40:05 main:581] : INFO : Epoch 1792 | loss: 0.0311767 | val_loss: 0.0311809 | Time: 2494.75 ms [2022-04-21 06:40:08 main:581] : INFO : Epoch 1793 | loss: 0.0311774 | val_loss: 0.0311822 | Time: 2495.48 ms [2022-04-21 06:40:10 main:581] : INFO : Epoch 1794 | loss: 0.0311774 | val_loss: 0.0311833 | Time: 2492.62 ms [2022-04-21 06:40:13 main:581] : INFO : Epoch 1795 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 2497.56 ms [2022-04-21 06:40:15 main:581] : INFO : Epoch 1796 | loss: 0.0311759 | val_loss: 0.0311809 | Time: 2493.57 ms [2022-04-21 06:40:18 main:581] : INFO : Epoch 1797 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 2500.19 ms [2022-04-21 06:40:20 main:581] : INFO : Epoch 1798 | loss: 0.0311774 | val_loss: 0.0311844 | Time: 2497.77 ms [2022-04-21 06:40:23 main:581] : INFO : Epoch 1799 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 2501.02 ms [2022-04-21 06:40:25 main:581] : INFO : Epoch 1800 | loss: 0.0311775 | val_loss: 0.0311869 | Time: 2498.3 ms [2022-04-21 06:40:28 main:581] : INFO : Epoch 1801 | loss: 0.0311786 | val_loss: 0.0311809 | Time: 2500.49 ms [2022-04-21 06:40:30 main:581] : INFO : Epoch 1802 | loss: 0.0311769 | val_loss: 0.0311811 | Time: 2495.08 ms [2022-04-21 06:40:33 main:581] : INFO : Epoch 1803 | loss: 0.0311754 | val_loss: 0.0311811 | Time: 2495.62 ms [2022-04-21 06:40:35 main:581] : INFO : Epoch 1804 | loss: 0.031176 | val_loss: 0.031181 | Time: 2496.97 ms [2022-04-21 06:40:38 main:581] : INFO : Epoch 1805 | loss: 0.0311753 | val_loss: 0.0311834 | Time: 2494.66 ms [2022-04-21 06:40:40 main:581] : INFO : Epoch 1806 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 2493.86 ms [2022-04-21 06:40:43 main:581] : INFO : Epoch 1807 | loss: 0.031174 | val_loss: 0.0311805 | Time: 2497.19 ms [2022-04-21 06:40:45 main:581] : INFO : Epoch 1808 | loss: 0.0311756 | val_loss: 0.0311869 | Time: 2494.75 ms [2022-04-21 06:40:48 main:581] : INFO : Epoch 1809 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 2495.57 ms [2022-04-21 06:40:50 main:581] : INFO : Epoch 1810 | loss: 0.0311743 | val_loss: 0.0311819 | Time: 2496.8 ms [2022-04-21 06:40:53 main:581] : INFO : Epoch 1811 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 2490.99 ms [2022-04-21 06:40:55 main:581] : INFO : Epoch 1812 | loss: 0.0311746 | val_loss: 0.0311806 | Time: 2492.5 ms [2022-04-21 06:40:58 main:581] : INFO : Epoch 1813 | loss: 0.0311736 | val_loss: 0.0311805 | Time: 2494.98 ms [2022-04-21 06:41:00 main:581] : INFO : Epoch 1814 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 2496.54 ms [2022-04-21 06:41:03 main:581] : INFO : Epoch 1815 | loss: 0.0311754 | val_loss: 0.0311841 | Time: 2495.58 ms [2022-04-21 06:41:05 main:581] : INFO : Epoch 1816 | loss: 0.0311766 | val_loss: 0.0311852 | Time: 2494.03 ms [2022-04-21 06:41:08 main:581] : INFO : Epoch 1817 | loss: 0.0311756 | val_loss: 0.0311833 | Time: 2493.75 ms [2022-04-21 06:41:10 main:581] : INFO : Epoch 1818 | loss: 0.0311753 | val_loss: 0.0311837 | Time: 2495.08 ms [2022-04-21 06:41:13 main:581] : INFO : Epoch 1819 | loss: 0.0311762 | val_loss: 0.0311836 | Time: 2499.21 ms [2022-04-21 06:41:15 main:581] : INFO : Epoch 1820 | loss: 0.0311761 | val_loss: 0.0311836 | Time: 2495.84 ms [2022-04-21 06:41:18 main:581] : INFO : Epoch 1821 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 2494.87 ms [2022-04-21 06:41:20 main:581] : INFO : Epoch 1822 | loss: 0.0311768 | val_loss: 0.0311829 | Time: 2496.8 ms [2022-04-21 06:41:23 main:581] : INFO : Epoch 1823 | loss: 0.0311752 | val_loss: 0.0311823 | Time: 2498.82 ms [2022-04-21 06:41:25 main:581] : INFO : Epoch 1824 | loss: 0.031175 | val_loss: 0.0311844 | Time: 2496.43 ms [2022-04-21 06:41:28 main:581] : INFO : Epoch 1825 | loss: 0.0311755 | val_loss: 0.0311835 | Time: 2497.07 ms [2022-04-21 06:41:30 main:581] : INFO : Epoch 1826 | loss: 0.0311751 | val_loss: 0.0311863 | Time: 2497.5 ms [2022-04-21 06:41:33 main:581] : INFO : Epoch 1827 | loss: 0.0311762 | val_loss: 0.0311905 | Time: 2499.11 ms [2022-04-21 06:41:35 main:581] : INFO : Epoch 1828 | loss: 0.0311769 | val_loss: 0.031185 | Time: 2496.52 ms [2022-04-21 06:41:38 main:581] : INFO : Epoch 1829 | loss: 0.0311749 | val_loss: 0.0311834 | Time: 2496.29 ms [2022-04-21 06:41:40 main:581] : INFO : Epoch 1830 | loss: 0.0311748 | val_loss: 0.0311834 | Time: 2494.44 ms [2022-04-21 06:41:43 main:581] : INFO : Epoch 1831 | loss: 0.0311757 | val_loss: 0.0311872 | Time: 2499.48 ms [2022-04-21 06:41:45 main:581] : INFO : Epoch 1832 | loss: 0.0311756 | val_loss: 0.0311834 | Time: 2496.78 ms [2022-04-21 06:41:48 main:581] : INFO : Epoch 1833 | loss: 0.031178 | val_loss: 0.0311882 | Time: 2495.54 ms [2022-04-21 06:41:50 main:581] : INFO : Epoch 1834 | loss: 0.0311772 | val_loss: 0.0311834 | Time: 2496.51 ms [2022-04-21 06:41:53 main:581] : INFO : Epoch 1835 | loss: 0.0311748 | val_loss: 0.0311841 | Time: 2498.01 ms [2022-04-21 06:41:55 main:581] : INFO : Epoch 1836 | loss: 0.0311744 | val_loss: 0.031181 | Time: 2496.41 ms [2022-04-21 06:41:58 main:581] : INFO : Epoch 1837 | loss: 0.0311752 | val_loss: 0.0311843 | Time: 2496.31 ms [2022-04-21 06:42:00 main:581] : INFO : Epoch 1838 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 2496.65 ms [2022-04-21 06:42:03 main:581] : INFO : Epoch 1839 | loss: 0.0311767 | val_loss: 0.0311826 | Time: 2493.97 ms [2022-04-21 06:42:05 main:581] : INFO : Epoch 1840 | loss: 0.0311755 | val_loss: 0.0311838 | Time: 2494.76 ms [2022-04-21 06:42:08 main:581] : INFO : Epoch 1841 | loss: 0.031177 | val_loss: 0.0311825 | Time: 2497.28 ms [2022-04-21 06:42:10 main:581] : INFO : Epoch 1842 | loss: 0.0311786 | val_loss: 0.0311883 | Time: 2496.11 ms [2022-04-21 06:42:13 main:581] : INFO : Epoch 1843 | loss: 0.0311803 | val_loss: 0.0311879 | Time: 2497.75 ms [2022-04-21 06:42:15 main:581] : INFO : Epoch 1844 | loss: 0.0311819 | val_loss: 0.0311864 | Time: 2498.19 ms [2022-04-21 06:42:18 main:581] : INFO : Epoch 1845 | loss: 0.0311776 | val_loss: 0.0311838 | Time: 2499.17 ms [2022-04-21 06:42:20 main:581] : INFO : Epoch 1846 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 2495.51 ms [2022-04-21 06:42:23 main:581] : INFO : Epoch 1847 | loss: 0.0311761 | val_loss: 0.0311857 | Time: 2497.87 ms [2022-04-21 06:42:25 main:581] : INFO : Epoch 1848 | loss: 0.0311768 | val_loss: 0.0311832 | Time: 2498.82 ms [2022-04-21 06:42:28 main:581] : INFO : Epoch 1849 | loss: 0.0311778 | val_loss: 0.0311837 | Time: 2500.41 ms [2022-04-21 06:42:30 main:581] : INFO : Epoch 1850 | loss: 0.031177 | val_loss: 0.0311828 | Time: 2499.95 ms [2022-04-21 06:42:33 main:581] : INFO : Epoch 1851 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 2501.48 ms [2022-04-21 06:42:35 main:581] : INFO : Epoch 1852 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 2496.6 ms [2022-04-21 06:42:38 main:581] : INFO : Epoch 1853 | loss: 0.0311743 | val_loss: 0.0311833 | Time: 2502.35 ms [2022-04-21 06:42:40 main:581] : INFO : Epoch 1854 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 2499.14 ms [2022-04-21 06:42:43 main:581] : INFO : Epoch 1855 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 2496.97 ms [2022-04-21 06:42:45 main:581] : INFO : Epoch 1856 | loss: 0.0311745 | val_loss: 0.0311836 | Time: 2499.93 ms [2022-04-21 06:42:48 main:581] : INFO : Epoch 1857 | loss: 0.0311764 | val_loss: 0.0311827 | Time: 2497.39 ms [2022-04-21 06:42:50 main:581] : INFO : Epoch 1858 | loss: 0.031174 | val_loss: 0.0311836 | Time: 2497.1 ms [2022-04-21 06:42:53 main:581] : INFO : Epoch 1859 | loss: 0.0311731 | val_loss: 0.0311864 | Time: 2500.33 ms [2022-04-21 06:42:55 main:581] : INFO : Epoch 1860 | loss: 0.031174 | val_loss: 0.0311822 | Time: 2498.41 ms [2022-04-21 06:42:58 main:581] : INFO : Epoch 1861 | loss: 0.0311731 | val_loss: 0.031183 | Time: 2498.7 ms [2022-04-21 06:43:00 main:581] : INFO : Epoch 1862 | loss: 0.0311736 | val_loss: 0.0311831 | Time: 2505.49 ms [2022-04-21 06:43:03 main:581] : INFO : Epoch 1863 | loss: 0.0311735 | val_loss: 0.0311824 | Time: 2503.41 ms [2022-04-21 06:43:05 main:581] : INFO : Epoch 1864 | loss: 0.0311728 | val_loss: 0.0311821 | Time: 2505.53 ms [2022-04-21 06:43:08 main:581] : INFO : Epoch 1865 | loss: 0.0311734 | val_loss: 0.031183 | Time: 2500.45 ms [2022-04-21 06:43:10 main:581] : INFO : Epoch 1866 | loss: 0.0311727 | val_loss: 0.0311814 | Time: 2505.14 ms [2022-04-21 06:43:13 main:581] : INFO : Epoch 1867 | loss: 0.0311756 | val_loss: 0.0311858 | Time: 2504.15 ms [2022-04-21 06:43:15 main:581] : INFO : Epoch 1868 | loss: 0.0311723 | val_loss: 0.031184 | Time: 2503.51 ms [2022-04-21 06:43:18 main:581] : INFO : Epoch 1869 | loss: 0.0311741 | val_loss: 0.0311832 | Time: 2500.24 ms [2022-04-21 06:43:20 main:581] : INFO : Epoch 1870 | loss: 0.0311732 | val_loss: 0.0311833 | Time: 2503.87 ms [2022-04-21 06:43:23 main:581] : INFO : Epoch 1871 | loss: 0.0311746 | val_loss: 0.0311831 | Time: 2498.12 ms [2022-04-21 06:43:25 main:581] : INFO : Epoch 1872 | loss: 0.0311797 | val_loss: 0.0312017 | Time: 2503.19 ms [2022-04-21 06:43:28 main:581] : INFO : Epoch 1873 | loss: 0.0311837 | val_loss: 0.0311891 | Time: 2499.23 ms [2022-04-21 06:43:30 main:581] : INFO : Epoch 1874 | loss: 0.0311771 | val_loss: 0.0311834 | Time: 2500.3 ms [2022-04-21 06:43:33 main:581] : INFO : Epoch 1875 | loss: 0.0311766 | val_loss: 0.0311917 | Time: 2499.03 ms [2022-04-21 06:43:35 main:581] : INFO : Epoch 1876 | loss: 0.0311813 | val_loss: 0.031187 | Time: 2504.56 ms [2022-04-21 06:43:38 main:581] : INFO : Epoch 1877 | loss: 0.0311826 | val_loss: 0.0311896 | Time: 2499.69 ms [2022-04-21 06:43:40 main:581] : INFO : Epoch 1878 | loss: 0.0311807 | val_loss: 0.0311846 | Time: 2505.02 ms [2022-04-21 06:43:43 main:581] : INFO : Epoch 1879 | loss: 0.0311795 | val_loss: 0.0311873 | Time: 2499.89 ms [2022-04-21 06:43:45 main:581] : INFO : Epoch 1880 | loss: 0.0311777 | val_loss: 0.0311845 | Time: 2498.47 ms [2022-04-21 06:43:48 main:581] : INFO : Epoch 1881 | loss: 0.031178 | val_loss: 0.0311864 | Time: 2497.55 ms [2022-04-21 06:43:50 main:581] : INFO : Epoch 1882 | loss: 0.0311771 | val_loss: 0.0311846 | Time: 2495.9 ms [2022-04-21 06:43:53 main:581] : INFO : Epoch 1883 | loss: 0.0311772 | val_loss: 0.0311842 | Time: 2500.05 ms [2022-04-21 06:43:55 main:581] : INFO : Epoch 1884 | loss: 0.0311774 | val_loss: 0.0311845 | Time: 2496.71 ms [2022-04-21 06:43:58 main:581] : INFO : Epoch 1885 | loss: 0.0311766 | val_loss: 0.0311842 | Time: 2500.35 ms [2022-04-21 06:44:00 main:581] : INFO : Epoch 1886 | loss: 0.0311759 | val_loss: 0.0311847 | Time: 2502.06 ms [2022-04-21 06:44:03 main:581] : INFO : Epoch 1887 | loss: 0.0311767 | val_loss: 0.0311922 | Time: 2501.93 ms [2022-04-21 06:44:05 main:581] : INFO : Epoch 1888 | loss: 0.0311775 | val_loss: 0.031188 | Time: 2497.67 ms [2022-04-21 06:44:08 main:581] : INFO : Epoch 1889 | loss: 0.0311774 | val_loss: 0.0311848 | Time: 2502.69 ms [2022-04-21 06:44:10 main:581] : INFO : Epoch 1890 | loss: 0.0311755 | val_loss: 0.0311831 | Time: 2497.51 ms [2022-04-21 06:44:13 main:581] : INFO : Epoch 1891 | loss: 0.0311743 | val_loss: 0.0311836 | Time: 2504.99 ms [2022-04-21 06:44:15 main:581] : INFO : Epoch 1892 | loss: 0.0311763 | val_loss: 0.0311868 | Time: 2497.12 ms [2022-04-21 06:44:18 main:581] : INFO : Epoch 1893 | loss: 0.0311756 | val_loss: 0.0311826 | Time: 2498.71 ms [2022-04-21 06:44:20 main:581] : INFO : Epoch 1894 | loss: 0.0311754 | val_loss: 0.0311829 | Time: 2498.76 ms [2022-04-21 06:44:23 main:581] : INFO : Epoch 1895 | loss: 0.0311741 | val_loss: 0.0311842 | Time: 2496.71 ms [2022-04-21 06:44:25 main:581] : INFO : Epoch 1896 | loss: 0.0311741 | val_loss: 0.0311824 | Time: 2496.39 ms [2022-04-21 06:44:28 main:581] : INFO : Epoch 1897 | loss: 0.0311751 | val_loss: 0.0311831 | Time: 2495.67 ms [2022-04-21 06:44:30 main:581] : INFO : Epoch 1898 | loss: 0.0311757 | val_loss: 0.0311856 | Time: 2498.4 ms [2022-04-21 06:44:33 main:581] : INFO : Epoch 1899 | loss: 0.0311751 | val_loss: 0.0311816 | Time: 2495.75 ms [2022-04-21 06:44:35 main:581] : INFO : Epoch 1900 | loss: 0.0311735 | val_loss: 0.0311823 | Time: 2495.43 ms [2022-04-21 06:44:38 main:581] : INFO : Epoch 1901 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 2497.94 ms [2022-04-21 06:44:40 main:581] : INFO : Epoch 1902 | loss: 0.0311748 | val_loss: 0.0311833 | Time: 2500.75 ms [2022-04-21 06:44:43 main:581] : INFO : Epoch 1903 | loss: 0.0311745 | val_loss: 0.0311837 | Time: 2496.19 ms [2022-04-21 06:44:45 main:581] : INFO : Epoch 1904 | loss: 0.031174 | val_loss: 0.0311825 | Time: 2499.38 ms [2022-04-21 06:44:48 main:581] : INFO : Epoch 1905 | loss: 0.031176 | val_loss: 0.0311919 | Time: 2494.3 ms [2022-04-21 06:44:50 main:581] : INFO : Epoch 1906 | loss: 0.0311791 | val_loss: 0.031188 | Time: 2497 ms [2022-04-21 06:44:53 main:581] : INFO : Epoch 1907 | loss: 0.0311783 | val_loss: 0.0311832 | Time: 2497.99 ms [2022-04-21 06:44:55 main:581] : INFO : Epoch 1908 | loss: 0.0311748 | val_loss: 0.0311837 | Time: 2495.57 ms [2022-04-21 06:44:58 main:581] : INFO : Epoch 1909 | loss: 0.0311741 | val_loss: 0.0311839 | Time: 2496.65 ms [2022-04-21 06:45:00 main:581] : INFO : Epoch 1910 | loss: 0.0311738 | val_loss: 0.0311838 | Time: 2501.18 ms [2022-04-21 06:45:03 main:581] : INFO : Epoch 1911 | loss: 0.0311758 | val_loss: 0.0311863 | Time: 2499.46 ms [2022-04-21 06:45:05 main:581] : INFO : Epoch 1912 | loss: 0.0311764 | val_loss: 0.031184 | Time: 2496.68 ms [2022-04-21 06:45:08 main:581] : INFO : Epoch 1913 | loss: 0.0311744 | val_loss: 0.0311826 | Time: 2498.06 ms [2022-04-21 06:45:10 main:581] : INFO : Epoch 1914 | loss: 0.0311741 | val_loss: 0.0311831 | Time: 2498.76 ms [2022-04-21 06:45:13 main:581] : INFO : Epoch 1915 | loss: 0.0311745 | val_loss: 0.0311835 | Time: 2506.09 ms [2022-04-21 06:45:15 main:581] : INFO : Epoch 1916 | loss: 0.0311747 | val_loss: 0.0311833 | Time: 2500.28 ms [2022-04-21 06:45:18 main:581] : INFO : Epoch 1917 | loss: 0.0311746 | val_loss: 0.0311826 | Time: 2499.41 ms [2022-04-21 06:45:20 main:581] : INFO : Epoch 1918 | loss: 0.0311747 | val_loss: 0.0311839 | Time: 2496.39 ms [2022-04-21 06:45:23 main:581] : INFO : Epoch 1919 | loss: 0.0311757 | val_loss: 0.0311847 | Time: 2496.55 ms [2022-04-21 06:45:25 main:581] : INFO : Epoch 1920 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 2498.1 ms [2022-04-21 06:45:28 main:581] : INFO : Epoch 1921 | loss: 0.0311745 | val_loss: 0.0311834 | Time: 2495.13 ms [2022-04-21 06:45:30 main:581] : INFO : Epoch 1922 | loss: 0.0311753 | val_loss: 0.0311844 | Time: 2495.57 ms [2022-04-21 06:45:33 main:581] : INFO : Epoch 1923 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 2497.45 ms [2022-04-21 06:45:35 main:581] : INFO : Epoch 1924 | loss: 0.0311743 | val_loss: 0.0311853 | Time: 2497.57 ms [2022-04-21 06:45:38 main:581] : INFO : Epoch 1925 | loss: 0.0311762 | val_loss: 0.0311878 | Time: 2496.96 ms [2022-04-21 06:45:40 main:581] : INFO : Epoch 1926 | loss: 0.0311805 | val_loss: 0.0311859 | Time: 2498.61 ms [2022-04-21 06:45:43 main:581] : INFO : Epoch 1927 | loss: 0.0311794 | val_loss: 0.0311864 | Time: 2498.42 ms [2022-04-21 06:45:45 main:581] : INFO : Epoch 1928 | loss: 0.0311822 | val_loss: 0.0311863 | Time: 2497.42 ms [2022-04-21 06:45:48 main:581] : INFO : Epoch 1929 | loss: 0.0311808 | val_loss: 0.0311847 | Time: 2498.2 ms [2022-04-21 06:45:50 main:581] : INFO : Epoch 1930 | loss: 0.0311826 | val_loss: 0.0311898 | Time: 2498.81 ms [2022-04-21 06:45:53 main:581] : INFO : Epoch 1931 | loss: 0.0311813 | val_loss: 0.0311849 | Time: 2497.99 ms [2022-04-21 06:45:55 main:581] : INFO : Epoch 1932 | loss: 0.0311806 | val_loss: 0.031187 | Time: 2497.65 ms [2022-04-21 06:45:58 main:581] : INFO : Epoch 1933 | loss: 0.0311798 | val_loss: 0.0311861 | Time: 2500.25 ms [2022-04-21 06:46:00 main:581] : INFO : Epoch 1934 | loss: 0.0311801 | val_loss: 0.0311843 | Time: 2498.56 ms [2022-04-21 06:46:03 main:581] : INFO : Epoch 1935 | loss: 0.0311781 | val_loss: 0.0311835 | Time: 2496.48 ms [2022-04-21 06:46:05 main:581] : INFO : Epoch 1936 | loss: 0.0311796 | val_loss: 0.0311842 | Time: 2498.91 ms [2022-04-21 06:46:08 main:581] : INFO : Epoch 1937 | loss: 0.0311812 | val_loss: 0.0311844 | Time: 2496.23 ms [2022-04-21 06:46:10 main:581] : INFO : Epoch 1938 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 2499.29 ms [2022-04-21 06:46:13 main:581] : INFO : Epoch 1939 | loss: 0.0311768 | val_loss: 0.0311832 | Time: 2500.28 ms [2022-04-21 06:46:15 main:581] : INFO : Epoch 1940 | loss: 0.0311757 | val_loss: 0.0311823 | Time: 2499.63 ms [2022-04-21 06:46:18 main:581] : INFO : Epoch 1941 | loss: 0.0311759 | val_loss: 0.031184 | Time: 2499.33 ms [2022-04-21 06:46:20 main:581] : INFO : Epoch 1942 | loss: 0.0311768 | val_loss: 0.0311836 | Time: 2499.14 ms [2022-04-21 06:46:23 main:581] : INFO : Epoch 1943 | loss: 0.0311763 | val_loss: 0.0311859 | Time: 2497.25 ms [2022-04-21 06:46:25 main:581] : INFO : Epoch 1944 | loss: 0.031177 | val_loss: 0.0311806 | Time: 2502.24 ms [2022-04-21 06:46:28 main:581] : INFO : Epoch 1945 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 2495.03 ms [2022-04-21 06:46:30 main:581] : INFO : Epoch 1946 | loss: 0.0311751 | val_loss: 0.0311819 | Time: 2497.65 ms [2022-04-21 06:46:33 main:581] : INFO : Epoch 1947 | loss: 0.031175 | val_loss: 0.0311814 | Time: 2499.26 ms [2022-04-21 06:46:35 main:581] : INFO : Epoch 1948 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 2498.09 ms [2022-04-21 06:46:38 main:581] : INFO : Epoch 1949 | loss: 0.0311746 | val_loss: 0.0311815 | Time: 2499.34 ms [2022-04-21 06:46:40 main:581] : INFO : Epoch 1950 | loss: 0.0311748 | val_loss: 0.031183 | Time: 2498.1 ms [2022-04-21 06:46:43 main:581] : INFO : Epoch 1951 | loss: 0.031183 | val_loss: 0.031186 | Time: 2500.4 ms [2022-04-21 06:46:45 main:581] : INFO : Epoch 1952 | loss: 0.0311911 | val_loss: 0.0311882 | Time: 2495.64 ms [2022-04-21 06:46:48 main:581] : INFO : Epoch 1953 | loss: 0.0311892 | val_loss: 0.0311863 | Time: 2495.07 ms [2022-04-21 06:46:50 main:581] : INFO : Epoch 1954 | loss: 0.0311873 | val_loss: 0.0311869 | Time: 2498.87 ms [2022-04-21 06:46:53 main:581] : INFO : Epoch 1955 | loss: 0.0311843 | val_loss: 0.0311848 | Time: 2497.19 ms [2022-04-21 06:46:55 main:581] : INFO : Epoch 1956 | loss: 0.0311837 | val_loss: 0.0311851 | Time: 2495.28 ms [2022-04-21 06:46:58 main:581] : INFO : Epoch 1957 | loss: 0.0311831 | val_loss: 0.0311886 | Time: 2494.98 ms [2022-04-21 06:47:00 main:581] : INFO : Epoch 1958 | loss: 0.0311835 | val_loss: 0.0311841 | Time: 2498.78 ms [2022-04-21 06:47:02 main:581] : INFO : Epoch 1959 | loss: 0.0311819 | val_loss: 0.0311835 | Time: 2494.8 ms [2022-04-21 06:47:05 main:581] : INFO : Epoch 1960 | loss: 0.0311843 | val_loss: 0.0311836 | Time: 2496.58 ms [2022-04-21 06:47:07 main:581] : INFO : Epoch 1961 | loss: 0.0311831 | val_loss: 0.0311837 | Time: 2499.41 ms [2022-04-21 06:47:10 main:581] : INFO : Epoch 1962 | loss: 0.0311815 | val_loss: 0.031183 | Time: 2496.23 ms [2022-04-21 06:47:12 main:581] : INFO : Epoch 1963 | loss: 0.0311812 | val_loss: 0.0311833 | Time: 2498.25 ms [2022-04-21 06:47:15 main:581] : INFO : Epoch 1964 | loss: 0.0311812 | val_loss: 0.0311824 | Time: 2496.21 ms [2022-04-21 06:47:17 main:581] : INFO : Epoch 1965 | loss: 0.0311812 | val_loss: 0.0311847 | Time: 2496.59 ms [2022-04-21 06:47:20 main:581] : INFO : Epoch 1966 | loss: 0.031182 | val_loss: 0.0311814 | Time: 2498.16 ms [2022-04-21 06:47:22 main:581] : INFO : Epoch 1967 | loss: 0.0311799 | val_loss: 0.0311804 | Time: 2499.42 ms [2022-04-21 06:47:25 main:581] : INFO : Epoch 1968 | loss: 0.0311811 | val_loss: 0.0311849 | Time: 2498.54 ms [2022-04-21 06:47:27 main:581] : INFO : Epoch 1969 | loss: 0.0311827 | val_loss: 0.0311827 | Time: 2496.58 ms [2022-04-21 06:47:30 main:581] : INFO : Epoch 1970 | loss: 0.0311879 | val_loss: 0.0311873 | Time: 2495.32 ms [2022-04-21 06:47:32 main:581] : INFO : Epoch 1971 | loss: 0.0311876 | val_loss: 0.0311889 | Time: 2499.5 ms [2022-04-21 06:47:35 main:581] : INFO : Epoch 1972 | loss: 0.0311888 | val_loss: 0.0311917 | Time: 2496.66 ms [2022-04-21 06:47:37 main:581] : INFO : Epoch 1973 | loss: 0.0311873 | val_loss: 0.0311889 | Time: 2496.5 ms [2022-04-21 06:47:40 main:581] : INFO : Epoch 1974 | loss: 0.0311821 | val_loss: 0.0311839 | Time: 2496.26 ms [2022-04-21 06:47:42 main:581] : INFO : Epoch 1975 | loss: 0.031182 | val_loss: 0.0311843 | Time: 2498.51 ms [2022-04-21 06:47:45 main:581] : INFO : Epoch 1976 | loss: 0.0311832 | val_loss: 0.0311837 | Time: 2498.3 ms [2022-04-21 06:47:47 main:581] : INFO : Epoch 1977 | loss: 0.0311829 | val_loss: 0.0311834 | Time: 2498.65 ms [2022-04-21 06:47:50 main:581] : INFO : Epoch 1978 | loss: 0.0311821 | val_loss: 0.0311826 | Time: 2498.87 ms [2022-04-21 06:47:52 main:581] : INFO : Epoch 1979 | loss: 0.031182 | val_loss: 0.0311811 | Time: 2496.71 ms [2022-04-21 06:47:55 main:581] : INFO : Epoch 1980 | loss: 0.0311822 | val_loss: 0.031182 | Time: 2494.96 ms [2022-04-21 06:47:57 main:581] : INFO : Epoch 1981 | loss: 0.0311816 | val_loss: 0.0311867 | Time: 2497.77 ms [2022-04-21 06:48:00 main:581] : INFO : Epoch 1982 | loss: 0.0311829 | val_loss: 0.0311822 | Time: 2499.8 ms [2022-04-21 06:48:02 main:581] : INFO : Epoch 1983 | loss: 0.0311825 | val_loss: 0.0311826 | Time: 2498.44 ms [2022-04-21 06:48:05 main:581] : INFO : Epoch 1984 | loss: 0.0311818 | val_loss: 0.0311822 | Time: 2497.3 ms [2022-04-21 06:48:07 main:581] : INFO : Epoch 1985 | loss: 0.0311835 | val_loss: 0.0311818 | Time: 2497.22 ms [2022-04-21 06:48:10 main:581] : INFO : Epoch 1986 | loss: 0.0311847 | val_loss: 0.0311837 | Time: 2492.63 ms [2022-04-21 06:48:12 main:581] : INFO : Epoch 1987 | loss: 0.0311822 | val_loss: 0.0311818 | Time: 2499.79 ms [2022-04-21 06:48:15 main:581] : INFO : Epoch 1988 | loss: 0.0311809 | val_loss: 0.0311812 | Time: 2497.91 ms [2022-04-21 06:48:17 main:581] : INFO : Epoch 1989 | loss: 0.0311802 | val_loss: 0.0311805 | Time: 2497.49 ms [2022-04-21 06:48:20 main:581] : INFO : Epoch 1990 | loss: 0.0311802 | val_loss: 0.0311798 | Time: 2498.06 ms [2022-04-21 06:48:22 main:581] : INFO : Epoch 1991 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 2496.61 ms [2022-04-21 06:48:25 main:581] : INFO : Epoch 1992 | loss: 0.0311792 | val_loss: 0.0311793 | Time: 2496.87 ms [2022-04-21 06:48:27 main:581] : INFO : Epoch 1993 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 2497 ms [2022-04-21 06:48:30 main:581] : INFO : Epoch 1994 | loss: 0.0311799 | val_loss: 0.03118 | Time: 2501.7 ms [2022-04-21 06:48:32 main:581] : INFO : Epoch 1995 | loss: 0.0311796 | val_loss: 0.0311832 | Time: 2499.34 ms [2022-04-21 06:48:35 main:581] : INFO : Epoch 1996 | loss: 0.0311846 | val_loss: 0.0311875 | Time: 2502.73 ms [2022-04-21 06:48:37 main:581] : INFO : Epoch 1997 | loss: 0.031182 | val_loss: 0.0311834 | Time: 2499.63 ms [2022-04-21 06:48:40 main:581] : INFO : Epoch 1998 | loss: 0.0311842 | val_loss: 0.0311889 | Time: 2501.13 ms [2022-04-21 06:48:42 main:581] : INFO : Epoch 1999 | loss: 0.0311814 | val_loss: 0.0311851 | Time: 2500.26 ms [2022-04-21 06:48:45 main:581] : INFO : Epoch 2000 | loss: 0.0311796 | val_loss: 0.0311837 | Time: 2500.6 ms [2022-04-21 06:48:47 main:581] : INFO : Epoch 2001 | loss: 0.0311804 | val_loss: 0.0311844 | Time: 2498.55 ms [2022-04-21 06:48:50 main:581] : INFO : Epoch 2002 | loss: 0.0311821 | val_loss: 0.031185 | Time: 2499.8 ms [2022-04-21 06:48:52 main:581] : INFO : Epoch 2003 | loss: 0.0311817 | val_loss: 0.0311866 | Time: 2498.66 ms [2022-04-21 06:48:55 main:581] : INFO : Epoch 2004 | loss: 0.0311834 | val_loss: 0.0311868 | Time: 2500.05 ms [2022-04-21 06:48:57 main:581] : INFO : Epoch 2005 | loss: 0.0311823 | val_loss: 0.0311845 | Time: 2500.21 ms [2022-04-21 06:49:00 main:581] : INFO : Epoch 2006 | loss: 0.0311815 | val_loss: 0.0311843 | Time: 2501.31 ms [2022-04-21 06:49:02 main:581] : INFO : Epoch 2007 | loss: 0.0311819 | val_loss: 0.0311843 | Time: 2501.29 ms [2022-04-21 06:49:05 main:581] : INFO : Epoch 2008 | loss: 0.0311809 | val_loss: 0.0311822 | Time: 2502.79 ms [2022-04-21 06:49:07 main:581] : INFO : Epoch 2009 | loss: 0.031182 | val_loss: 0.0311848 | Time: 2497.54 ms [2022-04-21 06:49:10 main:581] : INFO : Epoch 2010 | loss: 0.0311888 | val_loss: 0.0311941 | Time: 2504.49 ms [2022-04-21 06:49:12 main:581] : INFO : Epoch 2011 | loss: 0.0311858 | val_loss: 0.0311843 | Time: 2502.77 ms [2022-04-21 06:49:15 main:581] : INFO : Epoch 2012 | loss: 0.0311811 | val_loss: 0.031183 | Time: 2498.68 ms [2022-04-21 06:49:17 main:581] : INFO : Epoch 2013 | loss: 0.0311923 | val_loss: 0.0312107 | Time: 2499.64 ms [2022-04-21 06:49:20 main:581] : INFO : Epoch 2014 | loss: 0.0312073 | val_loss: 0.0312096 | Time: 2500.11 ms [2022-04-21 06:49:22 main:581] : INFO : Epoch 2015 | loss: 0.0312008 | val_loss: 0.0312 | Time: 2500.7 ms [2022-04-21 06:49:25 main:581] : INFO : Epoch 2016 | loss: 0.0311946 | val_loss: 0.031195 | Time: 2501.83 ms [2022-04-21 06:49:27 main:581] : INFO : Epoch 2017 | loss: 0.0311927 | val_loss: 0.031192 | Time: 2498.92 ms [2022-04-21 06:49:30 main:581] : INFO : Epoch 2018 | loss: 0.0311906 | val_loss: 0.0311904 | Time: 2508.24 ms [2022-04-21 06:49:32 main:581] : INFO : Epoch 2019 | loss: 0.0311889 | val_loss: 0.0311903 | Time: 2501.07 ms [2022-04-21 06:49:35 main:581] : INFO : Epoch 2020 | loss: 0.0311876 | val_loss: 0.0311892 | Time: 2505.05 ms [2022-04-21 06:49:37 main:581] : INFO : Epoch 2021 | loss: 0.0311868 | val_loss: 0.0311858 | Time: 2499.7 ms [2022-04-21 06:49:40 main:581] : INFO : Epoch 2022 | loss: 0.0311847 | val_loss: 0.0311849 | Time: 2503.4 ms [2022-04-21 06:49:42 main:581] : INFO : Epoch 2023 | loss: 0.031185 | val_loss: 0.031184 | Time: 2503.02 ms [2022-04-21 06:49:45 main:581] : INFO : Epoch 2024 | loss: 0.0311836 | val_loss: 0.0311832 | Time: 2503.9 ms [2022-04-21 06:49:47 main:581] : INFO : Epoch 2025 | loss: 0.0311834 | val_loss: 0.031183 | Time: 2498.87 ms [2022-04-21 06:49:50 main:581] : INFO : Epoch 2026 | loss: 0.0311826 | val_loss: 0.0311836 | Time: 2499.86 ms [2022-04-21 06:49:52 main:581] : INFO : Epoch 2027 | loss: 0.0311824 | val_loss: 0.0311828 | Time: 2497.38 ms [2022-04-21 06:49:55 main:581] : INFO : Epoch 2028 | loss: 0.0311825 | val_loss: 0.0311832 | Time: 2506.09 ms [2022-04-21 06:49:57 main:581] : INFO : Epoch 2029 | loss: 0.0311837 | val_loss: 0.0311844 | Time: 2503.4 ms [2022-04-21 06:50:00 main:581] : INFO : Epoch 2030 | loss: 0.0311821 | val_loss: 0.0311823 | Time: 2507.05 ms [2022-04-21 06:50:02 main:581] : INFO : Epoch 2031 | loss: 0.0311819 | val_loss: 0.0311828 | Time: 2502.19 ms [2022-04-21 06:50:05 main:581] : INFO : Epoch 2032 | loss: 0.0311826 | val_loss: 0.0311844 | Time: 2505.02 ms [2022-04-21 06:50:08 main:581] : INFO : Epoch 2033 | loss: 0.0311824 | val_loss: 0.0311823 | Time: 2500.78 ms [2022-04-21 06:50:10 main:581] : INFO : Epoch 2034 | loss: 0.0311833 | val_loss: 0.031187 | Time: 2501.33 ms [2022-04-21 06:50:13 main:581] : INFO : Epoch 2035 | loss: 0.0311841 | val_loss: 0.0311823 | Time: 2503.42 ms [2022-04-21 06:50:15 main:581] : INFO : Epoch 2036 | loss: 0.0311826 | val_loss: 0.0311818 | Time: 2500.2 ms [2022-04-21 06:50:18 main:581] : INFO : Epoch 2037 | loss: 0.0311814 | val_loss: 0.0311841 | Time: 2504.05 ms [2022-04-21 06:50:20 main:581] : INFO : Epoch 2038 | loss: 0.0311816 | val_loss: 0.031182 | Time: 2502.27 ms [2022-04-21 06:50:23 main:581] : INFO : Epoch 2039 | loss: 0.031182 | val_loss: 0.0311843 | Time: 2502.99 ms [2022-04-21 06:50:25 main:581] : INFO : Epoch 2040 | loss: 0.0311816 | val_loss: 0.0311807 | Time: 2501.64 ms [2022-04-21 06:50:28 main:581] : INFO : Epoch 2041 | loss: 0.0311799 | val_loss: 0.0311814 | Time: 2500.04 ms [2022-04-21 06:50:30 main:581] : INFO : Epoch 2042 | loss: 0.031181 | val_loss: 0.0311815 | Time: 2501.3 ms [2022-04-21 06:50:33 main:581] : INFO : Epoch 2043 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 2503.4 ms [2022-04-21 06:50:35 main:581] : INFO : Epoch 2044 | loss: 0.0311813 | val_loss: 0.0311802 | Time: 2507.22 ms [2022-04-21 06:50:38 main:581] : INFO : Epoch 2045 | loss: 0.0311824 | val_loss: 0.0311849 | Time: 2502.27 ms [2022-04-21 06:50:40 main:581] : INFO : Epoch 2046 | loss: 0.0311828 | val_loss: 0.0311849 | Time: 2507.29 ms [2022-04-21 06:50:43 main:581] : INFO : Epoch 2047 | loss: 0.0311825 | val_loss: 0.0311818 | Time: 2501.23 ms [2022-04-21 06:50:45 main:581] : INFO : Epoch 2048 | loss: 0.0311805 | val_loss: 0.0311796 | Time: 2499.53 ms [2022-04-21 06:50:45 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311796 [2022-04-21 06:50:45 main:610] : INFO : Saving end state to config to file [2022-04-21 06:50:45 main:615] : INFO : Success, exiting.. 06:50:45 (216124): 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)