Task 14624487
| Name | ParityModified-1647045990-7767-3-0_1 |
| Workunit | 11617995 |
| Created | 19 Apr 2022, 0:15:06 UTC |
| Sent | 19 Apr 2022, 0:16:24 UTC |
| Report deadline | 27 Apr 2022, 0:16:24 UTC |
| Received | 25 Apr 2022, 0:31:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 25 min 5 sec |
| CPU time | 1 hours 24 min 57 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>
main:581] : INFO : Epoch 1538 | loss: 0.0311797 | val_loss: 0.0311856 | Time: 2497.03 ms
[2022-04-24 19:09:43 main:581] : INFO : Epoch 1539 | loss: 0.0311803 | val_loss: 0.0311842 | Time: 2493.43 ms
[2022-04-24 19:09:45 main:581] : INFO : Epoch 1540 | loss: 0.0311839 | val_loss: 0.0311847 | Time: 2499.28 ms
[2022-04-24 19:09:48 main:581] : INFO : Epoch 1541 | loss: 0.0311844 | val_loss: 0.0311855 | Time: 2497.12 ms
[2022-04-24 19:09:50 main:581] : INFO : Epoch 1542 | loss: 0.0311826 | val_loss: 0.0311847 | Time: 2491.25 ms
[2022-04-24 19:09:53 main:581] : INFO : Epoch 1543 | loss: 0.0311807 | val_loss: 0.0311872 | Time: 2494.87 ms
[2022-04-24 19:09:55 main:581] : INFO : Epoch 1544 | loss: 0.0311819 | val_loss: 0.0311846 | Time: 2499.84 ms
[2022-04-24 19:09:58 main:581] : INFO : Epoch 1545 | loss: 0.0311808 | val_loss: 0.0311847 | Time: 2491.59 ms
[2022-04-24 19:10:00 main:581] : INFO : Epoch 1546 | loss: 0.0311803 | val_loss: 0.0311883 | Time: 2494.71 ms
[2022-04-24 19:10:03 main:581] : INFO : Epoch 1547 | loss: 0.0311816 | val_loss: 0.031185 | Time: 2493.24 ms
[2022-04-24 19:10:05 main:581] : INFO : Epoch 1548 | loss: 0.0311806 | val_loss: 0.0311841 | Time: 2492.74 ms
[2022-04-24 19:10:08 main:581] : INFO : Epoch 1549 | loss: 0.031179 | val_loss: 0.0311843 | Time: 2491.7 ms
[2022-04-24 19:10:10 main:581] : INFO : Epoch 1550 | loss: 0.0311796 | val_loss: 0.0311874 | Time: 2500.43 ms
[2022-04-24 19:10:13 main:581] : INFO : Epoch 1551 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 2494.01 ms
[2022-04-24 19:10:15 main:581] : INFO : Epoch 1552 | loss: 0.0311807 | val_loss: 0.0311838 | Time: 2500.11 ms
[2022-04-24 19:10:18 main:581] : INFO : Epoch 1553 | loss: 0.0311799 | val_loss: 0.031187 | Time: 2496.39 ms
[2022-04-24 19:10:20 main:581] : INFO : Epoch 1554 | loss: 0.0311789 | val_loss: 0.0311849 | Time: 2495.13 ms
[2022-04-24 19:10:23 main:581] : INFO : Epoch 1555 | loss: 0.0311787 | val_loss: 0.0311864 | Time: 2490.96 ms
[2022-04-24 19:10:25 main:581] : INFO : Epoch 1556 | loss: 0.0311811 | val_loss: 0.0311872 | Time: 2500.87 ms
[2022-04-24 19:10:28 main:581] : INFO : Epoch 1557 | loss: 0.0311799 | val_loss: 0.0311843 | Time: 2496.98 ms
[2022-04-24 19:10:30 main:581] : INFO : Epoch 1558 | loss: 0.031179 | val_loss: 0.0311842 | Time: 2495.16 ms
[2022-04-24 19:10:33 main:581] : INFO : Epoch 1559 | loss: 0.0311794 | val_loss: 0.0311853 | Time: 2497.03 ms
[2022-04-24 19:10:35 main:581] : INFO : Epoch 1560 | loss: 0.0311823 | val_loss: 0.0311892 | Time: 2498.52 ms
[2022-04-24 19:10:38 main:581] : INFO : Epoch 1561 | loss: 0.031183 | val_loss: 0.0311858 | Time: 2497.42 ms
[2022-04-24 19:10:40 main:581] : INFO : Epoch 1562 | loss: 0.0311797 | val_loss: 0.0311863 | Time: 2497.69 ms
[2022-04-24 19:10:43 main:581] : INFO : Epoch 1563 | loss: 0.0311804 | val_loss: 0.0311856 | Time: 2503.77 ms
[2022-04-24 19:10:45 main:581] : INFO : Epoch 1564 | loss: 0.03118 | val_loss: 0.0311865 | Time: 2501.17 ms
[2022-04-24 19:10:48 main:581] : INFO : Epoch 1565 | loss: 0.0311801 | val_loss: 0.031186 | Time: 2494.9 ms
[2022-04-24 19:10:50 main:581] : INFO : Epoch 1566 | loss: 0.0311797 | val_loss: 0.0311858 | Time: 2500.74 ms
[2022-04-24 19:10:53 main:581] : INFO : Epoch 1567 | loss: 0.0311822 | val_loss: 0.0311867 | Time: 2498.43 ms
[2022-04-24 19:10:55 main:581] : INFO : Epoch 1568 | loss: 0.0311806 | val_loss: 0.0311868 | Time: 2493.02 ms
[2022-04-24 19:10:58 main:581] : INFO : Epoch 1569 | loss: 0.0311791 | val_loss: 0.0311857 | Time: 2500.54 ms
[2022-04-24 19:11:00 main:581] : INFO : Epoch 1570 | loss: 0.0311797 | val_loss: 0.031185 | Time: 2500.86 ms
[2022-04-24 19:11:03 main:581] : INFO : Epoch 1571 | loss: 0.0311816 | val_loss: 0.031186 | Time: 2493.87 ms
[2022-04-24 19:11:05 main:581] : INFO : Epoch 1572 | loss: 0.0311809 | val_loss: 0.0311845 | Time: 2500.16 ms
[2022-04-24 19:11:08 main:581] : INFO : Epoch 1573 | loss: 0.0311809 | val_loss: 0.0311851 | Time: 2497.97 ms
[2022-04-24 19:11:10 main:581] : INFO : Epoch 1574 | loss: 0.03118 | val_loss: 0.0311851 | Time: 2495.77 ms
[2022-04-24 19:11:13 main:581] : INFO : Epoch 1575 | loss: 0.0311801 | val_loss: 0.0311855 | Time: 2498.57 ms
[2022-04-24 19:11:15 main:581] : INFO : Epoch 1576 | loss: 0.0311808 | val_loss: 0.0311872 | Time: 2496.56 ms
[2022-04-24 19:11:18 main:581] : INFO : Epoch 1577 | loss: 0.0311814 | val_loss: 0.0311919 | Time: 2496.52 ms
[2022-04-24 19:11:20 main:581] : INFO : Epoch 1578 | loss: 0.0311828 | val_loss: 0.0311882 | Time: 2497.32 ms
[2022-04-24 19:11:23 main:581] : INFO : Epoch 1579 | loss: 0.0311806 | val_loss: 0.031186 | Time: 2496.86 ms
[2022-04-24 19:11:25 main:581] : INFO : Epoch 1580 | loss: 0.0311805 | val_loss: 0.0311854 | Time: 2494.34 ms
[2022-04-24 19:11:28 main:581] : INFO : Epoch 1581 | loss: 0.0311803 | val_loss: 0.0311904 | Time: 2495.46 ms
[2022-04-24 19:11:30 main:581] : INFO : Epoch 1582 | loss: 0.0311813 | val_loss: 0.031186 | Time: 2500.01 ms
[2022-04-24 19:11:32 main:581] : INFO : Epoch 1583 | loss: 0.0311831 | val_loss: 0.0311926 | Time: 2494.92 ms
[2022-04-24 19:11:35 main:581] : INFO : Epoch 1584 | loss: 0.031187 | val_loss: 0.0311921 | Time: 2499.94 ms
[2022-04-24 19:11:37 main:581] : INFO : Epoch 1585 | loss: 0.0323497 | val_loss: 0.0337435 | Time: 2495.89 ms
[2022-04-24 19:11:40 main:581] : INFO : Epoch 1586 | loss: 0.0360931 | val_loss: 0.0324152 | Time: 2498.38 ms
[2022-04-24 19:11:42 main:581] : INFO : Epoch 1587 | loss: 0.0316704 | val_loss: 0.0313128 | Time: 2496.77 ms
[2022-04-24 19:11:45 main:581] : INFO : Epoch 1588 | loss: 0.0312793 | val_loss: 0.0312493 | Time: 2497 ms
[2022-04-24 19:11:47 main:581] : INFO : Epoch 1589 | loss: 0.031241 | val_loss: 0.0312296 | Time: 2495.62 ms
[2022-04-24 19:11:50 main:581] : INFO : Epoch 1590 | loss: 0.0312288 | val_loss: 0.0312217 | Time: 2495.47 ms
[2022-04-24 19:11:52 main:581] : INFO : Epoch 1591 | loss: 0.0312206 | val_loss: 0.0312156 | Time: 2491.53 ms
[2022-04-24 19:11:55 main:581] : INFO : Epoch 1592 | loss: 0.0312098 | val_loss: 0.0312033 | Time: 2495.31 ms
[2022-04-24 19:11:57 main:581] : INFO : Epoch 1593 | loss: 0.0312133 | val_loss: 0.0312158 | Time: 2495.83 ms
[2022-04-24 19:12:00 main:581] : INFO : Epoch 1594 | loss: 0.031201 | val_loss: 0.0311973 | Time: 2498.42 ms
[2022-04-24 19:12:02 main:581] : INFO : Epoch 1595 | loss: 0.0311942 | val_loss: 0.0311904 | Time: 2496.05 ms
[2022-04-24 19:12:05 main:581] : INFO : Epoch 1596 | loss: 0.0311902 | val_loss: 0.0311902 | Time: 2494.49 ms
[2022-04-24 19:12:07 main:581] : INFO : Epoch 1597 | loss: 0.0311897 | val_loss: 0.0311956 | Time: 2495.23 ms
[2022-04-24 19:12:10 main:581] : INFO : Epoch 1598 | loss: 0.0311932 | val_loss: 0.0311889 | Time: 2491.39 ms
[2022-04-24 19:12:12 main:581] : INFO : Epoch 1599 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 2498.93 ms
[2022-04-24 19:12:15 main:581] : INFO : Epoch 1600 | loss: 0.0311875 | val_loss: 0.0311881 | Time: 2496.5 ms
[2022-04-24 19:12:17 main:581] : INFO : Epoch 1601 | loss: 0.0311859 | val_loss: 0.0311893 | Time: 2498.85 ms
[2022-04-24 19:12:20 main:581] : INFO : Epoch 1602 | loss: 0.0311862 | val_loss: 0.0311877 | Time: 2494.79 ms
[2022-04-24 19:12:22 main:581] : INFO : Epoch 1603 | loss: 0.0311859 | val_loss: 0.031188 | Time: 2490.69 ms
[2022-04-24 19:12:25 main:581] : INFO : Epoch 1604 | loss: 0.0311864 | val_loss: 0.0311874 | Time: 2496.16 ms
[2022-04-24 19:12:27 main:581] : INFO : Epoch 1605 | loss: 0.0311853 | val_loss: 0.0311894 | Time: 2496.06 ms
[2022-04-24 19:12:30 main:581] : INFO : Epoch 1606 | loss: 0.0311852 | val_loss: 0.0311884 | Time: 2495.04 ms
[2022-04-24 19:12:32 main:581] : INFO : Epoch 1607 | loss: 0.0311855 | val_loss: 0.0311909 | Time: 2496.02 ms
[2022-04-24 19:12:35 main:581] : INFO : Epoch 1608 | loss: 0.0311877 | val_loss: 0.0311941 | Time: 2499.52 ms
[2022-04-24 19:12:37 main:581] : INFO : Epoch 1609 | loss: 0.0311886 | val_loss: 0.0311951 | Time: 2498.49 ms
[2022-04-24 19:12:40 main:581] : INFO : Epoch 1610 | loss: 0.0311878 | val_loss: 0.0311958 | Time: 2494.72 ms
[2022-04-24 19:12:42 main:581] : INFO : Epoch 1611 | loss: 0.0311864 | val_loss: 0.0311903 | Time: 2492.45 ms
[2022-04-24 19:12:45 main:581] : INFO : Epoch 1612 | loss: 0.0311864 | val_loss: 0.03119 | Time: 2495.16 ms
[2022-04-24 19:12:47 main:581] : INFO : Epoch 1613 | loss: 0.0311837 | val_loss: 0.0311885 | Time: 2492.8 ms
[2022-04-24 19:12:50 main:581] : INFO : Epoch 1614 | loss: 0.0311847 | val_loss: 0.0311921 | Time: 2491.47 ms
[2022-04-24 19:12:52 main:581] : INFO : Epoch 1615 | loss: 0.0311845 | val_loss: 0.0311895 | Time: 2490.72 ms
[2022-04-24 19:12:55 main:581] : INFO : Epoch 1616 | loss: 0.0311838 | val_loss: 0.0311897 | Time: 2493.41 ms
[2022-04-24 19:12:57 main:581] : INFO : Epoch 1617 | loss: 0.0311837 | val_loss: 0.031189 | Time: 2496.28 ms
[2022-04-24 19:13:00 main:581] : INFO : Epoch 1618 | loss: 0.0311842 | val_loss: 0.0311868 | Time: 2500.61 ms
[2022-04-24 19:13:02 main:581] : INFO : Epoch 1619 | loss: 0.0311837 | val_loss: 0.0311892 | Time: 2495.18 ms
[2022-04-24 19:13:05 main:581] : INFO : Epoch 1620 | loss: 0.0311853 | val_loss: 0.031187 | Time: 2498.49 ms
[2022-04-24 19:13:07 main:581] : INFO : Epoch 1621 | loss: 0.0311835 | val_loss: 0.0311887 | Time: 2495.12 ms
[2022-04-24 19:13:10 main:581] : INFO : Epoch 1622 | loss: 0.0311877 | val_loss: 0.0311893 | Time: 2496.74 ms
[2022-04-24 19:13:12 main:581] : INFO : Epoch 1623 | loss: 0.0311878 | val_loss: 0.0311889 | Time: 2495.52 ms
[2022-04-24 19:13:15 main:581] : INFO : Epoch 1624 | loss: 0.0311845 | val_loss: 0.0311894 | Time: 2496.48 ms
[2022-04-24 19:13:17 main:581] : INFO : Epoch 1625 | loss: 0.0311835 | val_loss: 0.0311894 | Time: 2493.76 ms
[2022-04-24 19:13:20 main:581] : INFO : Epoch 1626 | loss: 0.0311848 | val_loss: 0.0311897 | Time: 2494.87 ms
[2022-04-24 19:13:22 main:581] : INFO : Epoch 1627 | loss: 0.0311844 | val_loss: 0.031193 | Time: 2496.5 ms
[2022-04-24 19:13:25 main:581] : INFO : Epoch 1628 | loss: 0.0311852 | val_loss: 0.0311864 | Time: 2493.68 ms
[2022-04-24 19:13:27 main:581] : INFO : Epoch 1629 | loss: 0.0311872 | val_loss: 0.0311944 | Time: 2496.86 ms
[2022-04-24 19:13:30 main:581] : INFO : Epoch 1630 | loss: 0.031193 | val_loss: 0.031197 | Time: 2494.95 ms
[2022-04-24 19:13:32 main:581] : INFO : Epoch 1631 | loss: 0.0311873 | val_loss: 0.0311886 | Time: 2500.57 ms
[2022-04-24 19:13:35 main:581] : INFO : Epoch 1632 | loss: 0.031183 | val_loss: 0.0311871 | Time: 2494.05 ms
[2022-04-24 19:13:37 main:581] : INFO : Epoch 1633 | loss: 0.031186 | val_loss: 0.0311898 | Time: 2495.79 ms
[2022-04-24 19:13:40 main:581] : INFO : Epoch 1634 | loss: 0.0311891 | val_loss: 0.0311878 | Time: 2493.23 ms
[2022-04-24 19:13:42 main:581] : INFO : Epoch 1635 | loss: 0.031185 | val_loss: 0.0311941 | Time: 2500.04 ms
[2022-04-24 19:13:45 main:581] : INFO : Epoch 1636 | loss: 0.0311842 | val_loss: 0.031188 | Time: 2496.99 ms
[2022-04-24 19:13:47 main:581] : INFO : Epoch 1637 | loss: 0.0311843 | val_loss: 0.0311863 | Time: 2494.17 ms
[2022-04-24 19:13:50 main:581] : INFO : Epoch 1638 | loss: 0.0311827 | val_loss: 0.0311886 | Time: 2494.66 ms
[2022-04-24 19:13:52 main:581] : INFO : Epoch 1639 | loss: 0.0311829 | val_loss: 0.0311867 | Time: 2497.05 ms
[2022-04-24 19:13:55 main:581] : INFO : Epoch 1640 | loss: 0.0311824 | val_loss: 0.031187 | Time: 2492.09 ms
[2022-04-24 19:13:57 main:581] : INFO : Epoch 1641 | loss: 0.0311851 | val_loss: 0.0311891 | Time: 2499.45 ms
[2022-04-24 19:14:00 main:581] : INFO : Epoch 1642 | loss: 0.0311839 | val_loss: 0.0311862 | Time: 2503.07 ms
[2022-04-24 19:14:02 main:581] : INFO : Epoch 1643 | loss: 0.031184 | val_loss: 0.0311896 | Time: 2494.82 ms
[2022-04-24 19:14:05 main:581] : INFO : Epoch 1644 | loss: 0.0311827 | val_loss: 0.0311917 | Time: 2495.77 ms
[2022-04-24 19:14:07 main:581] : INFO : Epoch 1645 | loss: 0.031185 | val_loss: 0.0311865 | Time: 2496.8 ms
[2022-04-24 19:14:10 main:581] : INFO : Epoch 1646 | loss: 0.0311833 | val_loss: 0.0311857 | Time: 2494.72 ms
[2022-04-24 19:14:12 main:581] : INFO : Epoch 1647 | loss: 0.0311823 | val_loss: 0.0311853 | Time: 2496.12 ms
[2022-04-24 19:14:15 main:581] : INFO : Epoch 1648 | loss: 0.0311822 | val_loss: 0.0311872 | Time: 2494.41 ms
[2022-04-24 19:14:17 main:581] : INFO : Epoch 1649 | loss: 0.0311829 | val_loss: 0.0311864 | Time: 2495.95 ms
[2022-04-24 19:14:20 main:581] : INFO : Epoch 1650 | loss: 0.0311826 | val_loss: 0.0311879 | Time: 2496.04 ms
[2022-04-24 19:14:22 main:581] : INFO : Epoch 1651 | loss: 0.031184 | val_loss: 0.0311882 | Time: 2492.72 ms
[2022-04-24 19:14:25 main:581] : INFO : Epoch 1652 | loss: 0.0311834 | val_loss: 0.0311865 | Time: 2495.59 ms
[2022-04-24 19:14:27 main:581] : INFO : Epoch 1653 | loss: 0.031183 | val_loss: 0.0311865 | Time: 2491.04 ms
[2022-04-24 19:14:30 main:581] : INFO : Epoch 1654 | loss: 0.0311841 | val_loss: 0.0311879 | Time: 2495.21 ms
[2022-04-24 19:14:32 main:581] : INFO : Epoch 1655 | loss: 0.0311872 | val_loss: 0.0311914 | Time: 2493.82 ms
[2022-04-24 19:14:35 main:581] : INFO : Epoch 1656 | loss: 0.0311838 | val_loss: 0.0311899 | Time: 2501.46 ms
[2022-04-24 19:14:37 main:581] : INFO : Epoch 1657 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 2496.24 ms
[2022-04-24 19:14:40 main:581] : INFO : Epoch 1658 | loss: 0.0311807 | val_loss: 0.0311856 | Time: 2491.09 ms
[2022-04-24 19:14:42 main:581] : INFO : Epoch 1659 | loss: 0.0311806 | val_loss: 0.0311865 | Time: 2488.92 ms
[2022-04-24 19:14:45 main:581] : INFO : Epoch 1660 | loss: 0.0311822 | val_loss: 0.0311859 | Time: 2495.25 ms
[2022-04-24 19:14:47 main:581] : INFO : Epoch 1661 | loss: 0.0311806 | val_loss: 0.0311848 | Time: 2498.38 ms
[2022-04-24 19:14:50 main:581] : INFO : Epoch 1662 | loss: 0.0311827 | val_loss: 0.0311863 | Time: 2493.45 ms
[2022-04-24 19:14:52 main:581] : INFO : Epoch 1663 | loss: 0.0311817 | val_loss: 0.0311921 | Time: 2493.63 ms
[2022-04-24 19:14:55 main:581] : INFO : Epoch 1664 | loss: 0.0311831 | val_loss: 0.0311863 | Time: 2492.51 ms
[2022-04-24 19:14:57 main:581] : INFO : Epoch 1665 | loss: 0.0311843 | val_loss: 0.0311865 | Time: 2499.09 ms
[2022-04-24 19:15:00 main:581] : INFO : Epoch 1666 | loss: 0.0311857 | val_loss: 0.0311906 | Time: 2494.36 ms
[2022-04-24 19:15:02 main:581] : INFO : Epoch 1667 | loss: 0.0311852 | val_loss: 0.0311864 | Time: 2496.02 ms
[2022-04-24 19:15:05 main:581] : INFO : Epoch 1668 | loss: 0.0311842 | val_loss: 0.0311869 | Time: 2491.53 ms
[2022-04-24 19:15:07 main:581] : INFO : Epoch 1669 | loss: 0.0311825 | val_loss: 0.0311861 | Time: 2500.63 ms
[2022-04-24 19:15:10 main:581] : INFO : Epoch 1670 | loss: 0.0311826 | val_loss: 0.0311862 | Time: 2495.15 ms
[2022-04-24 19:15:12 main:581] : INFO : Epoch 1671 | loss: 0.0311834 | val_loss: 0.0311886 | Time: 2493.77 ms
[2022-04-24 19:15:15 main:581] : INFO : Epoch 1672 | loss: 0.0311837 | val_loss: 0.0311851 | Time: 2498.26 ms
[2022-04-24 19:15:17 main:581] : INFO : Epoch 1673 | loss: 0.0311815 | val_loss: 0.0311852 | Time: 2495.86 ms
[2022-04-24 19:15:20 main:581] : INFO : Epoch 1674 | loss: 0.0311812 | val_loss: 0.0311864 | Time: 2493.21 ms
[2022-04-24 19:15:22 main:581] : INFO : Epoch 1675 | loss: 0.031181 | val_loss: 0.0311853 | Time: 2496 ms
[2022-04-24 19:15:25 main:581] : INFO : Epoch 1676 | loss: 0.0311808 | val_loss: 0.031185 | Time: 2496.78 ms
[2022-04-24 19:15:27 main:581] : INFO : Epoch 1677 | loss: 0.0311814 | val_loss: 0.0311932 | Time: 2495.63 ms
[2022-04-24 19:15:30 main:581] : INFO : Epoch 1678 | loss: 0.0311815 | val_loss: 0.0311851 | Time: 2495.12 ms
[2022-04-24 19:15:32 main:581] : INFO : Epoch 1679 | loss: 0.0311811 | val_loss: 0.0311847 | Time: 2497.09 ms
[2022-04-24 19:15:35 main:581] : INFO : Epoch 1680 | loss: 0.0311803 | val_loss: 0.0311866 | Time: 2495.32 ms
[2022-04-24 19:15:37 main:581] : INFO : Epoch 1681 | loss: 0.0311821 | val_loss: 0.0311844 | Time: 2493.11 ms
[2022-04-24 19:15:40 main:581] : INFO : Epoch 1682 | loss: 0.0311809 | val_loss: 0.0311844 | Time: 2490.84 ms
[2022-04-24 19:15:42 main:581] : INFO : Epoch 1683 | loss: 0.0311796 | val_loss: 0.0311843 | Time: 2497.44 ms
[2022-04-24 19:15:45 main:581] : INFO : Epoch 1684 | loss: 0.0311804 | val_loss: 0.0311837 | Time: 2498.37 ms
[2022-04-24 19:15:47 main:581] : INFO : Epoch 1685 | loss: 0.0311821 | val_loss: 0.0311851 | Time: 2498.85 ms
[2022-04-24 19:15:50 main:581] : INFO : Epoch 1686 | loss: 0.0311807 | val_loss: 0.0311849 | Time: 2496.78 ms
[2022-04-24 19:15:52 main:581] : INFO : Epoch 1687 | loss: 0.0311804 | val_loss: 0.0311836 | Time: 2496.73 ms
[2022-04-24 19:15:55 main:581] : INFO : Epoch 1688 | loss: 0.0311809 | val_loss: 0.0311839 | Time: 2493.97 ms
[2022-04-24 19:15:57 main:581] : INFO : Epoch 1689 | loss: 0.03118 | val_loss: 0.031185 | Time: 2498.61 ms
[2022-04-24 19:16:00 main:581] : INFO : Epoch 1690 | loss: 0.0311801 | val_loss: 0.0311855 | Time: 2497.52 ms
[2022-04-24 19:16:02 main:581] : INFO : Epoch 1691 | loss: 0.0311793 | val_loss: 0.0311843 | Time: 2499.42 ms
[2022-04-24 19:16:05 main:581] : INFO : Epoch 1692 | loss: 0.0311807 | val_loss: 0.0311852 | Time: 2496.46 ms
[2022-04-24 19:16:07 main:581] : INFO : Epoch 1693 | loss: 0.0311847 | val_loss: 0.0311849 | Time: 2495.5 ms
[2022-04-24 19:16:10 main:581] : INFO : Epoch 1694 | loss: 0.0311866 | val_loss: 0.0311841 | Time: 2500.98 ms
[2022-04-24 19:16:12 main:581] : INFO : Epoch 1695 | loss: 0.0311857 | val_loss: 0.0311847 | Time: 2496.18 ms
[2022-04-24 19:16:15 main:581] : INFO : Epoch 1696 | loss: 0.0311861 | val_loss: 0.0311843 | Time: 2495.36 ms
[2022-04-24 19:16:17 main:581] : INFO : Epoch 1697 | loss: 0.0311844 | val_loss: 0.0311848 | Time: 2498.03 ms
[2022-04-24 19:16:20 main:581] : INFO : Epoch 1698 | loss: 0.0311846 | val_loss: 0.0311844 | Time: 2496.24 ms
[2022-04-24 19:16:22 main:581] : INFO : Epoch 1699 | loss: 0.0311843 | val_loss: 0.0311836 | Time: 2495.46 ms
[2022-04-24 19:16:25 main:581] : INFO : Epoch 1700 | loss: 0.0311832 | val_loss: 0.0311849 | Time: 2502.07 ms
[2022-04-24 19:16:27 main:581] : INFO : Epoch 1701 | loss: 0.0311835 | val_loss: 0.0311839 | Time: 2497.29 ms
[2022-04-24 19:16:30 main:581] : INFO : Epoch 1702 | loss: 0.0311839 | val_loss: 0.0311869 | Time: 2493.73 ms
[2022-04-24 19:16:32 main:581] : INFO : Epoch 1703 | loss: 0.0311844 | val_loss: 0.0311847 | Time: 2492.85 ms
[2022-04-24 19:16:35 main:581] : INFO : Epoch 1704 | loss: 0.0311844 | val_loss: 0.0311849 | Time: 2499.24 ms
[2022-04-24 19:16:37 main:581] : INFO : Epoch 1705 | loss: 0.0311829 | val_loss: 0.0311842 | Time: 2492.44 ms
[2022-04-24 19:16:40 main:581] : INFO : Epoch 1706 | loss: 0.0311828 | val_loss: 0.0311857 | Time: 2498.9 ms
[2022-04-24 19:16:42 main:581] : INFO : Epoch 1707 | loss: 0.0311833 | val_loss: 0.0311842 | Time: 2498.3 ms
[2022-04-24 19:16:45 main:581] : INFO : Epoch 1708 | loss: 0.0311843 | val_loss: 0.0311848 | Time: 2496.35 ms
[2022-04-24 19:16:47 main:581] : INFO : Epoch 1709 | loss: 0.0311852 | val_loss: 0.0311864 | Time: 2496.3 ms
[2022-04-24 19:16:50 main:581] : INFO : Epoch 1710 | loss: 0.0311849 | val_loss: 0.0311845 | Time: 2498.19 ms
[2022-04-24 19:16:52 main:581] : INFO : Epoch 1711 | loss: 0.0311837 | val_loss: 0.0311847 | Time: 2497.98 ms
[2022-04-24 19:16:55 main:581] : INFO : Epoch 1712 | loss: 0.0311839 | val_loss: 0.031185 | Time: 2495.1 ms
[2022-04-24 19:16:57 main:581] : INFO : Epoch 1713 | loss: 0.0311874 | val_loss: 0.0311891 | Time: 2496.35 ms
[2022-04-24 19:17:00 main:581] : INFO : Epoch 1714 | loss: 0.0311845 | val_loss: 0.031184 | Time: 2500.27 ms
[2022-04-24 19:17:02 main:581] : INFO : Epoch 1715 | loss: 0.0311832 | val_loss: 0.0311834 | Time: 2498.54 ms
[2022-04-24 19:17:05 main:581] : INFO : Epoch 1716 | loss: 0.0311848 | val_loss: 0.0311888 | Time: 2503.31 ms
[2022-04-24 19:17:07 main:581] : INFO : Epoch 1717 | loss: 0.0311866 | val_loss: 0.0311848 | Time: 2499.76 ms
[2022-04-24 19:17:10 main:581] : INFO : Epoch 1718 | loss: 0.031183 | val_loss: 0.0311851 | Time: 2493.06 ms
[2022-04-24 19:17:12 main:581] : INFO : Epoch 1719 | loss: 0.031184 | val_loss: 0.0311884 | Time: 2501.69 ms
[2022-04-24 19:17:15 main:581] : INFO : Epoch 1720 | loss: 0.031184 | val_loss: 0.0311854 | Time: 2501.17 ms
[2022-04-24 19:17:17 main:581] : INFO : Epoch 1721 | loss: 0.0311841 | val_loss: 0.0311858 | Time: 2499.54 ms
[2022-04-24 19:17:20 main:581] : INFO : Epoch 1722 | loss: 0.031184 | val_loss: 0.0311876 | Time: 2503.29 ms
[2022-04-24 19:17:22 main:581] : INFO : Epoch 1723 | loss: 0.0311872 | val_loss: 0.0311891 | Time: 2497.25 ms
[2022-04-24 19:17:25 main:581] : INFO : Epoch 1724 | loss: 0.031185 | val_loss: 0.031187 | Time: 2498.14 ms
[2022-04-24 19:17:27 main:581] : INFO : Epoch 1725 | loss: 0.0311843 | val_loss: 0.0311868 | Time: 2500.4 ms
[2022-04-24 19:17:30 main:581] : INFO : Epoch 1726 | loss: 0.0311842 | val_loss: 0.0311861 | Time: 2499.21 ms
[2022-04-24 19:17:32 main:581] : INFO : Epoch 1727 | loss: 0.0311843 | val_loss: 0.0311858 | Time: 2503.12 ms
[2022-04-24 19:17:35 main:581] : INFO : Epoch 1728 | loss: 0.0311836 | val_loss: 0.0311889 | Time: 2497.01 ms
[2022-04-24 19:17:37 main:581] : INFO : Epoch 1729 | loss: 0.0311856 | val_loss: 0.0311937 | Time: 2499.13 ms
[2022-04-24 19:17:40 main:581] : INFO : Epoch 1730 | loss: 0.0311873 | val_loss: 0.0311866 | Time: 2495.03 ms
[2022-04-24 19:17:42 main:581] : INFO : Epoch 1731 | loss: 0.031183 | val_loss: 0.0311853 | Time: 2498.61 ms
[2022-04-24 19:17:45 main:581] : INFO : Epoch 1732 | loss: 0.031184 | val_loss: 0.0311895 | Time: 2499.23 ms
[2022-04-24 19:17:47 main:581] : INFO : Epoch 1733 | loss: 0.0311831 | val_loss: 0.0311864 | Time: 2500.28 ms
[2022-04-24 19:17:50 main:581] : INFO : Epoch 1734 | loss: 0.0311845 | val_loss: 0.0311862 | Time: 2498.61 ms
[2022-04-24 19:17:52 main:581] : INFO : Epoch 1735 | loss: 0.0311841 | val_loss: 0.0311852 | Time: 2500.83 ms
[2022-04-24 19:17:55 main:581] : INFO : Epoch 1736 | loss: 0.0311855 | val_loss: 0.031185 | Time: 2501.04 ms
[2022-04-24 19:17:57 main:581] : INFO : Epoch 1737 | loss: 0.0311822 | val_loss: 0.0311862 | Time: 2498.32 ms
[2022-04-24 19:18:00 main:581] : INFO : Epoch 1738 | loss: 0.0311821 | val_loss: 0.0311852 | Time: 2499.89 ms
[2022-04-24 19:18:02 main:581] : INFO : Epoch 1739 | loss: 0.0311823 | val_loss: 0.031185 | Time: 2502.69 ms
[2022-04-24 19:18:05 main:581] : INFO : Epoch 1740 | loss: 0.0311825 | val_loss: 0.0311851 | Time: 2501.59 ms
[2022-04-24 19:18:07 main:581] : INFO : Epoch 1741 | loss: 0.0311817 | val_loss: 0.0311847 | Time: 2497.66 ms
[2022-04-24 19:18:10 main:581] : INFO : Epoch 1742 | loss: 0.0311814 | val_loss: 0.0311846 | Time: 2499.82 ms
[2022-04-24 19:18:12 main:581] : INFO : Epoch 1743 | loss: 0.0311807 | val_loss: 0.0311867 | Time: 2497.91 ms
[2022-04-24 19:18:15 main:581] : INFO : Epoch 1744 | loss: 0.0311817 | val_loss: 0.0311852 | Time: 2496.73 ms
[2022-04-24 19:18:17 main:581] : INFO : Epoch 1745 | loss: 0.0311845 | val_loss: 0.0311858 | Time: 2505.27 ms
[2022-04-24 19:18:20 main:581] : INFO : Epoch 1746 | loss: 0.0311855 | val_loss: 0.0311858 | Time: 2499.2 ms
[2022-04-24 19:18:22 main:581] : INFO : Epoch 1747 | loss: 0.0311819 | val_loss: 0.0311856 | Time: 2497.85 ms
[2022-04-24 19:18:25 main:581] : INFO : Epoch 1748 | loss: 0.0311825 | val_loss: 0.0311862 | Time: 2501.64 ms
[2022-04-24 19:18:27 main:581] : INFO : Epoch 1749 | loss: 0.0311823 | val_loss: 0.0311852 | Time: 2497.99 ms
[2022-04-24 19:18:30 main:581] : INFO : Epoch 1750 | loss: 0.0311824 | val_loss: 0.0311858 | Time: 2499.35 ms
[2022-04-24 19:18:32 main:581] : INFO : Epoch 1751 | loss: 0.0311831 | val_loss: 0.0311886 | Time: 2494.95 ms
[2022-04-24 19:18:34 main:581] : INFO : Epoch 1752 | loss: 0.0311819 | val_loss: 0.0311868 | Time: 2499.45 ms
[2022-04-24 19:18:37 main:581] : INFO : Epoch 1753 | loss: 0.0311831 | val_loss: 0.0311909 | Time: 2500.63 ms
[2022-04-24 19:18:40 main:581] : INFO : Epoch 1754 | loss: 0.0311842 | val_loss: 0.03119 | Time: 2498.15 ms
[2022-04-24 19:18:42 main:581] : INFO : Epoch 1755 | loss: 0.0311837 | val_loss: 0.0311855 | Time: 2476.22 ms
[2022-04-24 19:18:44 main:581] : INFO : Epoch 1756 | loss: 0.0311832 | val_loss: 0.0311852 | Time: 2456.77 ms
[2022-04-24 19:18:47 main:581] : INFO : Epoch 1757 | loss: 0.0311836 | val_loss: 0.0311866 | Time: 2443.54 ms
[2022-04-24 19:18:49 main:581] : INFO : Epoch 1758 | loss: 0.0311826 | val_loss: 0.0311855 | Time: 2430.98 ms
[2022-04-24 19:18:52 main:581] : INFO : Epoch 1759 | loss: 0.0311807 | val_loss: 0.0311844 | Time: 2441.17 ms
[2022-04-24 19:18:54 main:581] : INFO : Epoch 1760 | loss: 0.0311821 | val_loss: 0.0311858 | Time: 2437.45 ms
[2022-04-24 19:18:57 main:581] : INFO : Epoch 1761 | loss: 0.031182 | val_loss: 0.0311868 | Time: 2453.63 ms
[2022-04-24 19:18:59 main:581] : INFO : Epoch 1762 | loss: 0.0311821 | val_loss: 0.0311852 | Time: 2431.1 ms
[2022-04-24 19:19:02 main:581] : INFO : Epoch 1763 | loss: 0.0311824 | val_loss: 0.0311873 | Time: 2444.26 ms
[2022-04-24 19:19:04 main:581] : INFO : Epoch 1764 | loss: 0.0311808 | val_loss: 0.0311853 | Time: 2437.58 ms
[2022-04-24 19:19:06 main:581] : INFO : Epoch 1765 | loss: 0.0311805 | val_loss: 0.0311848 | Time: 2431.89 ms
[2022-04-24 19:19:09 main:581] : INFO : Epoch 1766 | loss: 0.0311811 | val_loss: 0.0311888 | Time: 2431.85 ms
[2022-04-24 19:19:11 main:581] : INFO : Epoch 1767 | loss: 0.0311814 | val_loss: 0.0311844 | Time: 2443.17 ms
[2022-04-24 19:19:14 main:581] : INFO : Epoch 1768 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 2437.68 ms
[2022-04-24 19:19:16 main:581] : INFO : Epoch 1769 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 2445.42 ms
[2022-04-24 19:19:19 main:581] : INFO : Epoch 1770 | loss: 0.0311804 | val_loss: 0.0311846 | Time: 2437.31 ms
[2022-04-24 19:19:21 main:581] : INFO : Epoch 1771 | loss: 0.0311803 | val_loss: 0.0311881 | Time: 2436.55 ms
[2022-04-24 19:19:23 main:581] : INFO : Epoch 1772 | loss: 0.031182 | val_loss: 0.0311835 | Time: 2429.82 ms
[2022-04-24 19:19:26 main:581] : INFO : Epoch 1773 | loss: 0.0311821 | val_loss: 0.0311856 | Time: 2445.52 ms
[2022-04-24 19:19:28 main:581] : INFO : Epoch 1774 | loss: 0.0311799 | val_loss: 0.0311844 | Time: 2440.17 ms
[2022-04-24 19:19:31 main:581] : INFO : Epoch 1775 | loss: 0.0311805 | val_loss: 0.031184 | Time: 2431.92 ms
[2022-04-24 19:19:33 main:581] : INFO : Epoch 1776 | loss: 0.0311811 | val_loss: 0.0311833 | Time: 2437.11 ms
[2022-04-24 19:19:36 main:581] : INFO : Epoch 1777 | loss: 0.0311827 | val_loss: 0.0311875 | Time: 2436.51 ms
[2022-04-24 19:19:38 main:581] : INFO : Epoch 1778 | loss: 0.0311805 | val_loss: 0.0311877 | Time: 2438.41 ms
[2022-04-24 19:19:41 main:581] : INFO : Epoch 1779 | loss: 0.031179 | val_loss: 0.0311852 | Time: 2430.78 ms
[2022-04-24 19:19:43 main:581] : INFO : Epoch 1780 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 2443.65 ms
[2022-04-24 19:19:45 main:581] : INFO : Epoch 1781 | loss: 0.0311833 | val_loss: 0.0311895 | Time: 2440.7 ms
[2022-04-24 19:19:48 main:581] : INFO : Epoch 1782 | loss: 0.0311837 | val_loss: 0.031188 | Time: 2434.56 ms
[2022-04-24 19:19:50 main:581] : INFO : Epoch 1783 | loss: 0.0311791 | val_loss: 0.0311857 | Time: 2447.3 ms
[2022-04-24 19:19:53 main:581] : INFO : Epoch 1784 | loss: 0.0311814 | val_loss: 0.0311849 | Time: 2449.46 ms
[2022-04-24 19:19:55 main:581] : INFO : Epoch 1785 | loss: 0.031182 | val_loss: 0.0311853 | Time: 2440.18 ms
[2022-04-24 19:19:58 main:581] : INFO : Epoch 1786 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 2434.49 ms
[2022-04-24 19:20:00 main:581] : INFO : Epoch 1787 | loss: 0.0311849 | val_loss: 0.0311913 | Time: 2447.48 ms
[2022-04-24 19:20:02 main:581] : INFO : Epoch 1788 | loss: 0.0311849 | val_loss: 0.0311875 | Time: 2439.74 ms
[2022-04-24 19:20:05 main:581] : INFO : Epoch 1789 | loss: 0.0311863 | val_loss: 0.031186 | Time: 2434.6 ms
[2022-04-24 19:20:07 main:581] : INFO : Epoch 1790 | loss: 0.0311853 | val_loss: 0.0311845 | Time: 2442.26 ms
[2022-04-24 19:20:10 main:581] : INFO : Epoch 1791 | loss: 0.0311836 | val_loss: 0.0311821 | Time: 2436.93 ms
[2022-04-24 19:20:12 main:581] : INFO : Epoch 1792 | loss: 0.0311828 | val_loss: 0.0311838 | Time: 2450.38 ms
[2022-04-24 19:20:15 main:581] : INFO : Epoch 1793 | loss: 0.0311853 | val_loss: 0.0311849 | Time: 2436.79 ms
[2022-04-24 19:20:17 main:581] : INFO : Epoch 1794 | loss: 0.0311844 | val_loss: 0.0311837 | Time: 2443.91 ms
[2022-04-24 19:20:20 main:581] : INFO : Epoch 1795 | loss: 0.0311831 | val_loss: 0.0311834 | Time: 2437.38 ms
[2022-04-24 19:20:22 main:581] : INFO : Epoch 1796 | loss: 0.0311817 | val_loss: 0.031183 | Time: 2440.37 ms
[2022-04-24 19:20:24 main:581] : INFO : Epoch 1797 | loss: 0.0311817 | val_loss: 0.0311828 | Time: 2431.14 ms
[2022-04-24 19:20:27 main:581] : INFO : Epoch 1798 | loss: 0.0311814 | val_loss: 0.0311822 | Time: 2434.7 ms
[2022-04-24 19:20:29 main:581] : INFO : Epoch 1799 | loss: 0.0311817 | val_loss: 0.0311839 | Time: 2448.92 ms
[2022-04-24 19:20:32 main:581] : INFO : Epoch 1800 | loss: 0.0311821 | val_loss: 0.0311868 | Time: 2432.68 ms
[2022-04-24 19:20:34 main:581] : INFO : Epoch 1801 | loss: 0.031183 | val_loss: 0.0311842 | Time: 2432.29 ms
[2022-04-24 19:20:37 main:581] : INFO : Epoch 1802 | loss: 0.0311822 | val_loss: 0.0311831 | Time: 2438.31 ms
[2022-04-24 19:20:39 main:581] : INFO : Epoch 1803 | loss: 0.0311821 | val_loss: 0.0311868 | Time: 2437.94 ms
[2022-04-24 19:20:42 main:581] : INFO : Epoch 1804 | loss: 0.0311811 | val_loss: 0.0311839 | Time: 2437.59 ms
[2022-04-24 19:20:44 main:581] : INFO : Epoch 1805 | loss: 0.0311819 | val_loss: 0.0311864 | Time: 2434.28 ms
[2022-04-24 19:20:46 main:581] : INFO : Epoch 1806 | loss: 0.0311814 | val_loss: 0.0311838 | Time: 2439.15 ms
[2022-04-24 19:20:49 main:581] : INFO : Epoch 1807 | loss: 0.0311817 | val_loss: 0.0311896 | Time: 2435.15 ms
[2022-04-24 19:20:51 main:581] : INFO : Epoch 1808 | loss: 0.0311817 | val_loss: 0.0311839 | Time: 2446.67 ms
[2022-04-24 19:20:54 main:581] : INFO : Epoch 1809 | loss: 0.0311827 | val_loss: 0.0311876 | Time: 2438.12 ms
[2022-04-24 19:20:56 main:581] : INFO : Epoch 1810 | loss: 0.0311818 | val_loss: 0.0311815 | Time: 2436.9 ms
[2022-04-24 19:20:59 main:581] : INFO : Epoch 1811 | loss: 0.0311801 | val_loss: 0.031183 | Time: 2440.08 ms
[2022-04-24 19:21:01 main:581] : INFO : Epoch 1812 | loss: 0.0311802 | val_loss: 0.0311933 | Time: 2452.5 ms
[2022-04-24 19:21:03 main:581] : INFO : Epoch 1813 | loss: 0.0311853 | val_loss: 0.0311848 | Time: 2435.93 ms
[2022-04-24 19:21:06 main:581] : INFO : Epoch 1814 | loss: 0.031181 | val_loss: 0.0311847 | Time: 2444.71 ms
[2022-04-24 19:21:08 main:581] : INFO : Epoch 1815 | loss: 0.031179 | val_loss: 0.0311834 | Time: 2436.37 ms
[2022-04-24 19:21:11 main:581] : INFO : Epoch 1816 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 2441.43 ms
[2022-04-24 19:21:13 main:581] : INFO : Epoch 1817 | loss: 0.0311806 | val_loss: 0.0311844 | Time: 2434.27 ms
[2022-04-24 19:21:16 main:581] : INFO : Epoch 1818 | loss: 0.0311788 | val_loss: 0.0311852 | Time: 2489.91 ms
[2022-04-24 19:21:18 main:581] : INFO : Epoch 1819 | loss: 0.0311793 | val_loss: 0.0311824 | Time: 2490.92 ms
[2022-04-24 19:21:21 main:581] : INFO : Epoch 1820 | loss: 0.0311808 | val_loss: 0.0311871 | Time: 2490.09 ms
[2022-04-24 19:21:23 main:581] : INFO : Epoch 1821 | loss: 0.0311814 | val_loss: 0.0311835 | Time: 2490.52 ms
[2022-04-24 19:21:26 main:581] : INFO : Epoch 1822 | loss: 0.0311802 | val_loss: 0.0311863 | Time: 2494.74 ms
[2022-04-24 19:21:28 main:581] : INFO : Epoch 1823 | loss: 0.0311797 | val_loss: 0.0311865 | Time: 2490.5 ms
[2022-04-24 19:21:31 main:581] : INFO : Epoch 1824 | loss: 0.0311797 | val_loss: 0.0311825 | Time: 2486.41 ms
[2022-04-24 19:21:33 main:581] : INFO : Epoch 1825 | loss: 0.0311787 | val_loss: 0.0311833 | Time: 2495.5 ms
[2022-04-24 19:21:36 main:581] : INFO : Epoch 1826 | loss: 0.0311796 | val_loss: 0.031183 | Time: 2488.62 ms
[2022-04-24 19:21:38 main:581] : INFO : Epoch 1827 | loss: 0.0311845 | val_loss: 0.0311834 | Time: 2496.16 ms
[2022-04-24 19:21:41 main:581] : INFO : Epoch 1828 | loss: 0.0311789 | val_loss: 0.0311824 | Time: 2491.57 ms
[2022-04-24 19:21:43 main:581] : INFO : Epoch 1829 | loss: 0.0311782 | val_loss: 0.0311843 | Time: 2493.05 ms
[2022-04-24 19:21:46 main:581] : INFO : Epoch 1830 | loss: 0.0311793 | val_loss: 0.0311889 | Time: 2491.84 ms
[2022-04-24 19:21:48 main:581] : INFO : Epoch 1831 | loss: 0.0311798 | val_loss: 0.0311835 | Time: 2495.8 ms
[2022-04-24 19:21:51 main:581] : INFO : Epoch 1832 | loss: 0.0311787 | val_loss: 0.0311825 | Time: 2493.37 ms
[2022-04-24 19:21:53 main:581] : INFO : Epoch 1833 | loss: 0.0311777 | val_loss: 0.0311839 | Time: 2495.18 ms
[2022-04-24 19:21:56 main:581] : INFO : Epoch 1834 | loss: 0.0311788 | val_loss: 0.031185 | Time: 2490.16 ms
[2022-04-24 19:21:58 main:581] : INFO : Epoch 1835 | loss: 0.031178 | val_loss: 0.0311832 | Time: 2489.18 ms
[2022-04-24 19:22:01 main:581] : INFO : Epoch 1836 | loss: 0.0311793 | val_loss: 0.0311876 | Time: 2496.6 ms
[2022-04-24 19:22:03 main:581] : INFO : Epoch 1837 | loss: 0.0311791 | val_loss: 0.031181 | Time: 2495.52 ms
[2022-04-24 19:22:06 main:581] : INFO : Epoch 1838 | loss: 0.031177 | val_loss: 0.0311824 | Time: 2494.85 ms
[2022-04-24 19:22:08 main:581] : INFO : Epoch 1839 | loss: 0.031179 | val_loss: 0.0311818 | Time: 2499.25 ms
[2022-04-24 19:22:11 main:581] : INFO : Epoch 1840 | loss: 0.031181 | val_loss: 0.0311874 | Time: 2492.93 ms
[2022-04-24 19:22:13 main:581] : INFO : Epoch 1841 | loss: 0.0311827 | val_loss: 0.0311836 | Time: 2497.41 ms
[2022-04-24 19:22:16 main:581] : INFO : Epoch 1842 | loss: 0.0311789 | val_loss: 0.031182 | Time: 2494.11 ms
[2022-04-24 19:22:18 main:581] : INFO : Epoch 1843 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 2496.07 ms
[2022-04-24 19:22:21 main:581] : INFO : Epoch 1844 | loss: 0.0311772 | val_loss: 0.0311828 | Time: 2493.34 ms
[2022-04-24 19:22:23 main:581] : INFO : Epoch 1845 | loss: 0.0311786 | val_loss: 0.0311834 | Time: 2499.72 ms
[2022-04-24 19:22:26 main:581] : INFO : Epoch 1846 | loss: 0.0311778 | val_loss: 0.031185 | Time: 2498.65 ms
[2022-04-24 19:22:28 main:581] : INFO : Epoch 1847 | loss: 0.0311776 | val_loss: 0.0311811 | Time: 2497.87 ms
[2022-04-24 19:22:31 main:581] : INFO : Epoch 1848 | loss: 0.0311776 | val_loss: 0.0311858 | Time: 2492.06 ms
[2022-04-24 19:22:33 main:581] : INFO : Epoch 1849 | loss: 0.0311815 | val_loss: 0.0311885 | Time: 2495.91 ms
[2022-04-24 19:22:36 main:581] : INFO : Epoch 1850 | loss: 0.0311787 | val_loss: 0.0311822 | Time: 2491.41 ms
[2022-04-24 19:22:38 main:581] : INFO : Epoch 1851 | loss: 0.0311774 | val_loss: 0.0311814 | Time: 2492.53 ms
[2022-04-24 19:22:41 main:581] : INFO : Epoch 1852 | loss: 0.0311806 | val_loss: 0.0311899 | Time: 2494.68 ms
[2022-04-24 19:22:43 main:581] : INFO : Epoch 1853 | loss: 0.0311798 | val_loss: 0.0311826 | Time: 2492.11 ms
[2022-04-24 19:22:46 main:581] : INFO : Epoch 1854 | loss: 0.0311773 | val_loss: 0.0311845 | Time: 2489.95 ms
[2022-04-24 19:22:48 main:581] : INFO : Epoch 1855 | loss: 0.0311778 | val_loss: 0.0311836 | Time: 2495.64 ms
[2022-04-24 19:22:51 main:581] : INFO : Epoch 1856 | loss: 0.0311777 | val_loss: 0.0311843 | Time: 2493.19 ms
[2022-04-24 19:22:53 main:581] : INFO : Epoch 1857 | loss: 0.0311788 | val_loss: 0.0311881 | Time: 2488.18 ms
[2022-04-24 19:22:55 main:581] : INFO : Epoch 1858 | loss: 0.0311787 | val_loss: 0.0311841 | Time: 2496.78 ms
[2022-04-24 19:22:58 main:581] : INFO : Epoch 1859 | loss: 0.031177 | val_loss: 0.0311828 | Time: 2493.04 ms
[2022-04-24 19:23:00 main:581] : INFO : Epoch 1860 | loss: 0.0311793 | val_loss: 0.0311867 | Time: 2491.44 ms
[2022-04-24 19:23:03 main:581] : INFO : Epoch 1861 | loss: 0.0311817 | val_loss: 0.0311898 | Time: 2496.47 ms
[2022-04-24 19:23:05 main:581] : INFO : Epoch 1862 | loss: 0.0311805 | val_loss: 0.0311823 | Time: 2492.06 ms
[2022-04-24 19:23:08 main:581] : INFO : Epoch 1863 | loss: 0.0311784 | val_loss: 0.0311861 | Time: 2487.94 ms
[2022-04-24 19:23:10 main:581] : INFO : Epoch 1864 | loss: 0.0311794 | val_loss: 0.0311896 | Time: 2490.46 ms
[2022-04-24 19:23:13 main:581] : INFO : Epoch 1865 | loss: 0.0311796 | val_loss: 0.031184 | Time: 2488.94 ms
[2022-04-24 19:23:15 main:581] : INFO : Epoch 1866 | loss: 0.0311783 | val_loss: 0.031183 | Time: 2496.47 ms
[2022-04-24 19:23:18 main:581] : INFO : Epoch 1867 | loss: 0.0311765 | val_loss: 0.0311819 | Time: 2492.71 ms
[2022-04-24 19:23:20 main:581] : INFO : Epoch 1868 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 2495.76 ms
[2022-04-24 19:23:23 main:581] : INFO : Epoch 1869 | loss: 0.0311759 | val_loss: 0.0311824 | Time: 2489.61 ms
[2022-04-24 19:23:25 main:581] : INFO : Epoch 1870 | loss: 0.0311762 | val_loss: 0.031182 | Time: 2490.69 ms
[2022-04-24 19:23:28 main:581] : INFO : Epoch 1871 | loss: 0.0311761 | val_loss: 0.0311821 | Time: 2487.94 ms
[2022-04-24 19:23:30 main:581] : INFO : Epoch 1872 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 2492.85 ms
[2022-04-24 19:23:33 main:581] : INFO : Epoch 1873 | loss: 0.0311793 | val_loss: 0.0311863 | Time: 2490.3 ms
[2022-04-24 19:23:35 main:581] : INFO : Epoch 1874 | loss: 0.0311793 | val_loss: 0.0311852 | Time: 2489.34 ms
[2022-04-24 19:23:38 main:581] : INFO : Epoch 1875 | loss: 0.0311773 | val_loss: 0.031183 | Time: 2496.54 ms
[2022-04-24 19:23:40 main:581] : INFO : Epoch 1876 | loss: 0.0311768 | val_loss: 0.0311823 | Time: 2494.03 ms
[2022-04-24 19:23:43 main:581] : INFO : Epoch 1877 | loss: 0.03118 | val_loss: 0.0311835 | Time: 2490.05 ms
[2022-04-24 19:23:45 main:581] : INFO : Epoch 1878 | loss: 0.0311809 | val_loss: 0.0311908 | Time: 2488.45 ms
[2022-04-24 19:23:48 main:581] : INFO : Epoch 1879 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 2493.28 ms
[2022-04-24 19:23:50 main:581] : INFO : Epoch 1880 | loss: 0.0311791 | val_loss: 0.031184 | Time: 2491.2 ms
[2022-04-24 19:23:53 main:581] : INFO : Epoch 1881 | loss: 0.0311771 | val_loss: 0.0311849 | Time: 2487.39 ms
[2022-04-24 19:23:55 main:581] : INFO : Epoch 1882 | loss: 0.0311781 | val_loss: 0.0311846 | Time: 2495.96 ms
[2022-04-24 19:23:58 main:581] : INFO : Epoch 1883 | loss: 0.0311787 | val_loss: 0.0311841 | Time: 2492.9 ms
[2022-04-24 19:24:00 main:581] : INFO : Epoch 1884 | loss: 0.0311774 | val_loss: 0.031184 | Time: 2495.12 ms
[2022-04-24 19:24:03 main:581] : INFO : Epoch 1885 | loss: 0.0311773 | val_loss: 0.0311869 | Time: 2487.15 ms
[2022-04-24 19:24:05 main:581] : INFO : Epoch 1886 | loss: 0.0311774 | val_loss: 0.0311846 | Time: 2496.8 ms
[2022-04-24 19:24:08 main:581] : INFO : Epoch 1887 | loss: 0.0311765 | val_loss: 0.031184 | Time: 2491.36 ms
[2022-04-24 19:24:10 main:581] : INFO : Epoch 1888 | loss: 0.0311756 | val_loss: 0.0311844 | Time: 2491.24 ms
[2022-04-24 19:24:13 main:581] : INFO : Epoch 1889 | loss: 0.0311757 | val_loss: 0.0311843 | Time: 2489.96 ms
[2022-04-24 19:24:15 main:581] : INFO : Epoch 1890 | loss: 0.0311781 | val_loss: 0.0311884 | Time: 2496.9 ms
[2022-04-24 19:24:18 main:581] : INFO : Epoch 1891 | loss: 0.0311828 | val_loss: 0.0311857 | Time: 2492.23 ms
[2022-04-24 19:24:20 main:581] : INFO : Epoch 1892 | loss: 0.0311784 | val_loss: 0.0311838 | Time: 2491.67 ms
[2022-04-24 19:24:23 main:581] : INFO : Epoch 1893 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 2490.06 ms
[2022-04-24 19:24:25 main:581] : INFO : Epoch 1894 | loss: 0.0311768 | val_loss: 0.0311853 | Time: 2492.51 ms
[2022-04-24 19:24:28 main:581] : INFO : Epoch 1895 | loss: 0.0311789 | val_loss: 0.0311853 | Time: 2489.57 ms
[2022-04-24 19:24:30 main:581] : INFO : Epoch 1896 | loss: 0.0311759 | val_loss: 0.0311843 | Time: 2490.59 ms
[2022-04-24 19:24:33 main:581] : INFO : Epoch 1897 | loss: 0.0311758 | val_loss: 0.0311863 | Time: 2489.6 ms
[2022-04-24 19:24:35 main:581] : INFO : Epoch 1898 | loss: 0.0311762 | val_loss: 0.0311837 | Time: 2492.4 ms
[2022-04-24 19:24:38 main:581] : INFO : Epoch 1899 | loss: 0.0311752 | val_loss: 0.031185 | Time: 2491.94 ms
[2022-04-24 19:24:40 main:581] : INFO : Epoch 1900 | loss: 0.031178 | val_loss: 0.0311869 | Time: 2493.18 ms
[2022-04-24 19:24:43 main:581] : INFO : Epoch 1901 | loss: 0.0311798 | val_loss: 0.0311833 | Time: 2490.95 ms
[2022-04-24 19:24:45 main:581] : INFO : Epoch 1902 | loss: 0.0311763 | val_loss: 0.0311836 | Time: 2496.98 ms
[2022-04-24 19:24:48 main:581] : INFO : Epoch 1903 | loss: 0.0311771 | val_loss: 0.0311916 | Time: 2491.72 ms
[2022-04-24 19:24:50 main:581] : INFO : Epoch 1904 | loss: 0.0311797 | val_loss: 0.0311875 | Time: 2496.12 ms
[2022-04-24 19:24:53 main:581] : INFO : Epoch 1905 | loss: 0.0311763 | val_loss: 0.0311835 | Time: 2490.96 ms
[2022-04-24 19:24:55 main:581] : INFO : Epoch 1906 | loss: 0.0311771 | val_loss: 0.0311857 | Time: 2490.99 ms
[2022-04-24 19:24:58 main:581] : INFO : Epoch 1907 | loss: 0.0311793 | val_loss: 0.0311839 | Time: 2497.38 ms
[2022-04-24 19:25:00 main:581] : INFO : Epoch 1908 | loss: 0.0311801 | val_loss: 0.0311834 | Time: 2494.34 ms
[2022-04-24 19:25:03 main:581] : INFO : Epoch 1909 | loss: 0.0311806 | val_loss: 0.0311828 | Time: 2490.82 ms
[2022-04-24 19:25:05 main:581] : INFO : Epoch 1910 | loss: 0.03118 | val_loss: 0.0311845 | Time: 2491.84 ms
[2022-04-24 19:25:08 main:581] : INFO : Epoch 1911 | loss: 0.0311787 | val_loss: 0.0311849 | Time: 2490.92 ms
[2022-04-24 19:25:10 main:581] : INFO : Epoch 1912 | loss: 0.0311781 | val_loss: 0.0311813 | Time: 2490.5 ms
[2022-04-24 19:25:13 main:581] : INFO : Epoch 1913 | loss: 0.0311781 | val_loss: 0.0311839 | Time: 2494.48 ms
[2022-04-24 19:25:15 main:581] : INFO : Epoch 1914 | loss: 0.031177 | val_loss: 0.0311845 | Time: 2494.25 ms
[2022-04-24 19:25:18 main:581] : INFO : Epoch 1915 | loss: 0.0311847 | val_loss: 0.0311846 | Time: 2494.49 ms
[2022-04-24 19:25:20 main:581] : INFO : Epoch 1916 | loss: 0.031185 | val_loss: 0.0311841 | Time: 2490.93 ms
[2022-04-24 19:25:23 main:581] : INFO : Epoch 1917 | loss: 0.0311833 | val_loss: 0.031181 | Time: 2491.12 ms
[2022-04-24 19:25:25 main:581] : INFO : Epoch 1918 | loss: 0.0311821 | val_loss: 0.0311801 | Time: 2490.98 ms
[2022-04-24 19:25:28 main:581] : INFO : Epoch 1919 | loss: 0.0311833 | val_loss: 0.0311797 | Time: 2490.23 ms
[2022-04-24 19:25:30 main:581] : INFO : Epoch 1920 | loss: 0.0311811 | val_loss: 0.0311807 | Time: 2492.86 ms
[2022-04-24 19:25:33 main:581] : INFO : Epoch 1921 | loss: 0.0311817 | val_loss: 0.0311799 | Time: 2492.51 ms
[2022-04-24 19:25:35 main:581] : INFO : Epoch 1922 | loss: 0.0311861 | val_loss: 0.0311987 | Time: 2491.48 ms
[2022-04-24 19:25:37 main:581] : INFO : Epoch 1923 | loss: 0.0311903 | val_loss: 0.0311907 | Time: 2493.3 ms
[2022-04-24 19:25:40 main:581] : INFO : Epoch 1924 | loss: 0.0311884 | val_loss: 0.0311956 | Time: 2491.75 ms
[2022-04-24 19:25:42 main:581] : INFO : Epoch 1925 | loss: 0.0311928 | val_loss: 0.0311904 | Time: 2490.4 ms
[2022-04-24 19:25:45 main:581] : INFO : Epoch 1926 | loss: 0.0311894 | val_loss: 0.031192 | Time: 2493.65 ms
[2022-04-24 19:25:47 main:581] : INFO : Epoch 1927 | loss: 0.0311877 | val_loss: 0.0311902 | Time: 2493.1 ms
[2022-04-24 19:25:50 main:581] : INFO : Epoch 1928 | loss: 0.0311863 | val_loss: 0.0311883 | Time: 2498.15 ms
[2022-04-24 19:25:52 main:581] : INFO : Epoch 1929 | loss: 0.0311864 | val_loss: 0.0311914 | Time: 2492.92 ms
[2022-04-24 19:25:55 main:581] : INFO : Epoch 1930 | loss: 0.031185 | val_loss: 0.0311923 | Time: 2490.14 ms
[2022-04-24 19:25:57 main:581] : INFO : Epoch 1931 | loss: 0.0311864 | val_loss: 0.0311886 | Time: 2489.4 ms
[2022-04-24 19:26:00 main:581] : INFO : Epoch 1932 | loss: 0.0311871 | val_loss: 0.0311897 | Time: 2495.75 ms
[2022-04-24 19:26:02 main:581] : INFO : Epoch 1933 | loss: 0.0311863 | val_loss: 0.0311886 | Time: 2491.97 ms
[2022-04-24 19:26:05 main:581] : INFO : Epoch 1934 | loss: 0.0311852 | val_loss: 0.0311889 | Time: 2488.13 ms
[2022-04-24 19:26:07 main:581] : INFO : Epoch 1935 | loss: 0.0311872 | val_loss: 0.0311909 | Time: 2493.57 ms
[2022-04-24 19:26:10 main:581] : INFO : Epoch 1936 | loss: 0.0311859 | val_loss: 0.0311868 | Time: 2492.7 ms
[2022-04-24 19:26:12 main:581] : INFO : Epoch 1937 | loss: 0.0311857 | val_loss: 0.0311896 | Time: 2494.87 ms
[2022-04-24 19:26:15 main:581] : INFO : Epoch 1938 | loss: 0.0311853 | val_loss: 0.0311877 | Time: 2489.18 ms
[2022-04-24 19:26:17 main:581] : INFO : Epoch 1939 | loss: 0.0311834 | val_loss: 0.0311865 | Time: 2491.82 ms
[2022-04-24 19:26:20 main:581] : INFO : Epoch 1940 | loss: 0.0311849 | val_loss: 0.0311893 | Time: 2488.97 ms
[2022-04-24 19:26:22 main:581] : INFO : Epoch 1941 | loss: 0.0311844 | val_loss: 0.0311873 | Time: 2490.03 ms
[2022-04-24 19:26:25 main:581] : INFO : Epoch 1942 | loss: 0.0311846 | val_loss: 0.0311903 | Time: 2489.85 ms
[2022-04-24 19:26:27 main:581] : INFO : Epoch 1943 | loss: 0.0311853 | val_loss: 0.0311918 | Time: 2492.9 ms
[2022-04-24 19:26:30 main:581] : INFO : Epoch 1944 | loss: 0.0311862 | val_loss: 0.0311937 | Time: 2491.81 ms
[2022-04-24 19:26:32 main:581] : INFO : Epoch 1945 | loss: 0.0311845 | val_loss: 0.0311891 | Time: 2498.9 ms
[2022-04-24 19:26:35 main:581] : INFO : Epoch 1946 | loss: 0.0311856 | val_loss: 0.0311867 | Time: 2489.21 ms
[2022-04-24 19:26:37 main:581] : INFO : Epoch 1947 | loss: 0.0311866 | val_loss: 0.0311915 | Time: 2490.02 ms
[2022-04-24 19:26:40 main:581] : INFO : Epoch 1948 | loss: 0.0311862 | val_loss: 0.0311901 | Time: 2490.32 ms
[2022-04-24 19:26:42 main:581] : INFO : Epoch 1949 | loss: 0.0311871 | val_loss: 0.031187 | Time: 2492.23 ms
[2022-04-24 19:26:45 main:581] : INFO : Epoch 1950 | loss: 0.0311836 | val_loss: 0.0311881 | Time: 2488.43 ms
[2022-04-24 19:26:47 main:581] : INFO : Epoch 1951 | loss: 0.0311829 | val_loss: 0.0311897 | Time: 2495.85 ms
[2022-04-24 19:26:50 main:581] : INFO : Epoch 1952 | loss: 0.0311829 | val_loss: 0.0311883 | Time: 2493.67 ms
[2022-04-24 19:26:52 main:581] : INFO : Epoch 1953 | loss: 0.0311822 | val_loss: 0.0311878 | Time: 2495.42 ms
[2022-04-24 19:26:55 main:581] : INFO : Epoch 1954 | loss: 0.0311828 | val_loss: 0.0311892 | Time: 2490.84 ms
[2022-04-24 19:26:57 main:581] : INFO : Epoch 1955 | loss: 0.0311833 | val_loss: 0.0311863 | Time: 2488.96 ms
[2022-04-24 19:27:00 main:581] : INFO : Epoch 1956 | loss: 0.0311826 | val_loss: 0.0311873 | Time: 2493.14 ms
[2022-04-24 19:27:02 main:581] : INFO : Epoch 1957 | loss: 0.0311818 | val_loss: 0.0311877 | Time: 2492.26 ms
[2022-04-24 19:27:05 main:581] : INFO : Epoch 1958 | loss: 0.0311822 | val_loss: 0.0311857 | Time: 2491.12 ms
[2022-04-24 19:27:07 main:581] : INFO : Epoch 1959 | loss: 0.0311814 | val_loss: 0.0311876 | Time: 2490.01 ms
[2022-04-24 19:27:10 main:581] : INFO : Epoch 1960 | loss: 0.0311811 | val_loss: 0.0311856 | Time: 2496.05 ms
[2022-04-24 19:27:12 main:581] : INFO : Epoch 1961 | loss: 0.0311828 | val_loss: 0.0311878 | Time: 2492.86 ms
[2022-04-24 19:27:15 main:581] : INFO : Epoch 1962 | loss: 0.0311835 | val_loss: 0.0311916 | Time: 2488.73 ms
[2022-04-24 19:27:17 main:581] : INFO : Epoch 1963 | loss: 0.0311847 | val_loss: 0.0311927 | Time: 2488.03 ms
[2022-04-24 19:27:20 main:581] : INFO : Epoch 1964 | loss: 0.0311857 | val_loss: 0.0311864 | Time: 2498.21 ms
[2022-04-24 19:27:22 main:581] : INFO : Epoch 1965 | loss: 0.031184 | val_loss: 0.0311833 | Time: 2494.56 ms
[2022-04-24 19:27:25 main:581] : INFO : Epoch 1966 | loss: 0.0311833 | val_loss: 0.0311833 | Time: 2489.66 ms
[2022-04-24 19:27:27 main:581] : INFO : Epoch 1967 | loss: 0.0311828 | val_loss: 0.0311825 | Time: 2495.32 ms
[2022-04-24 19:27:30 main:581] : INFO : Epoch 1968 | loss: 0.0311826 | val_loss: 0.0311861 | Time: 2494.12 ms
[2022-04-24 19:27:32 main:581] : INFO : Epoch 1969 | loss: 0.0311815 | val_loss: 0.0311857 | Time: 2490.5 ms
[2022-04-24 19:27:35 main:581] : INFO : Epoch 1970 | loss: 0.0311823 | val_loss: 0.0311838 | Time: 2489.45 ms
[2022-04-24 19:27:37 main:581] : INFO : Epoch 1971 | loss: 0.0311827 | val_loss: 0.0311829 | Time: 2496.05 ms
[2022-04-24 19:27:40 main:581] : INFO : Epoch 1972 | loss: 0.0311824 | val_loss: 0.0311827 | Time: 2492.21 ms
[2022-04-24 19:27:42 main:581] : INFO : Epoch 1973 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 2489.85 ms
[2022-04-24 19:27:45 main:581] : INFO : Epoch 1974 | loss: 0.0311815 | val_loss: 0.0311805 | Time: 2496.53 ms
[2022-04-24 19:27:47 main:581] : INFO : Epoch 1975 | loss: 0.0311802 | val_loss: 0.0311805 | Time: 2493.3 ms
[2022-04-24 19:27:50 main:581] : INFO : Epoch 1976 | loss: 0.0311804 | val_loss: 0.0311811 | Time: 2491.97 ms
[2022-04-24 19:27:52 main:581] : INFO : Epoch 1977 | loss: 0.0311795 | val_loss: 0.031181 | Time: 2489.91 ms
[2022-04-24 19:27:55 main:581] : INFO : Epoch 1978 | loss: 0.0311817 | val_loss: 0.0311812 | Time: 2494.18 ms
[2022-04-24 19:27:57 main:581] : INFO : Epoch 1979 | loss: 0.031184 | val_loss: 0.0311825 | Time: 2495.26 ms
[2022-04-24 19:28:00 main:581] : INFO : Epoch 1980 | loss: 0.0311835 | val_loss: 0.0311804 | Time: 2493.52 ms
[2022-04-24 19:28:02 main:581] : INFO : Epoch 1981 | loss: 0.0311822 | val_loss: 0.0311802 | Time: 2493.21 ms
[2022-04-24 19:28:05 main:581] : INFO : Epoch 1982 | loss: 0.031181 | val_loss: 0.0311818 | Time: 2497.12 ms
[2022-04-24 19:28:07 main:581] : INFO : Epoch 1983 | loss: 0.0311867 | val_loss: 0.0311843 | Time: 2495 ms
[2022-04-24 19:28:10 main:581] : INFO : Epoch 1984 | loss: 0.0311829 | val_loss: 0.0311815 | Time: 2496.72 ms
[2022-04-24 19:28:12 main:581] : INFO : Epoch 1985 | loss: 0.031181 | val_loss: 0.0311841 | Time: 2494.51 ms
[2022-04-24 19:28:15 main:581] : INFO : Epoch 1986 | loss: 0.0311811 | val_loss: 0.0311813 | Time: 2494.49 ms
[2022-04-24 19:28:17 main:581] : INFO : Epoch 1987 | loss: 0.0311803 | val_loss: 0.03118 | Time: 2492.23 ms
[2022-04-24 19:28:20 main:581] : INFO : Epoch 1988 | loss: 0.031182 | val_loss: 0.0311887 | Time: 2496.8 ms
[2022-04-24 19:28:22 main:581] : INFO : Epoch 1989 | loss: 0.0311812 | val_loss: 0.0311821 | Time: 2495.03 ms
[2022-04-24 19:28:25 main:581] : INFO : Epoch 1990 | loss: 0.0311785 | val_loss: 0.0311813 | Time: 2498.64 ms
[2022-04-24 19:28:27 main:581] : INFO : Epoch 1991 | loss: 0.0311803 | val_loss: 0.0311806 | Time: 2496.47 ms
[2022-04-24 19:28:30 main:581] : INFO : Epoch 1992 | loss: 0.0311803 | val_loss: 0.0311817 | Time: 2498.34 ms
[2022-04-24 19:28:32 main:581] : INFO : Epoch 1993 | loss: 0.0311822 | val_loss: 0.03118 | Time: 2492.24 ms
[2022-04-24 19:28:35 main:581] : INFO : Epoch 1994 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 2500.07 ms
[2022-04-24 19:28:37 main:581] : INFO : Epoch 1995 | loss: 0.0311798 | val_loss: 0.0311808 | Time: 2500.37 ms
[2022-04-24 19:28:40 main:581] : INFO : Epoch 1996 | loss: 0.0311807 | val_loss: 0.0311827 | Time: 2496.16 ms
[2022-04-24 19:28:42 main:581] : INFO : Epoch 1997 | loss: 0.0311799 | val_loss: 0.0311833 | Time: 2496.4 ms
[2022-04-24 19:28:45 main:581] : INFO : Epoch 1998 | loss: 0.0311784 | val_loss: 0.0311792 | Time: 2496.86 ms
[2022-04-24 19:28:47 main:581] : INFO : Epoch 1999 | loss: 0.0311776 | val_loss: 0.0311793 | Time: 2503.24 ms
[2022-04-24 19:28:50 main:581] : INFO : Epoch 2000 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 2497.18 ms
[2022-04-24 19:28:52 main:581] : INFO : Epoch 2001 | loss: 0.0311796 | val_loss: 0.031182 | Time: 2493.67 ms
[2022-04-24 19:28:55 main:581] : INFO : Epoch 2002 | loss: 0.0311794 | val_loss: 0.0311852 | Time: 2502.01 ms
[2022-04-24 19:28:57 main:581] : INFO : Epoch 2003 | loss: 0.0311798 | val_loss: 0.0311864 | Time: 2496.37 ms
[2022-04-24 19:29:00 main:581] : INFO : Epoch 2004 | loss: 0.0311811 | val_loss: 0.0311828 | Time: 2496.7 ms
[2022-04-24 19:29:02 main:581] : INFO : Epoch 2005 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 2501.5 ms
[2022-04-24 19:29:05 main:581] : INFO : Epoch 2006 | loss: 0.0311791 | val_loss: 0.0311807 | Time: 2498.75 ms
[2022-04-24 19:29:07 main:581] : INFO : Epoch 2007 | loss: 0.0311807 | val_loss: 0.0311842 | Time: 2495.56 ms
[2022-04-24 19:29:10 main:581] : INFO : Epoch 2008 | loss: 0.0311796 | val_loss: 0.0311796 | Time: 2494.86 ms
[2022-04-24 19:29:12 main:581] : INFO : Epoch 2009 | loss: 0.0311777 | val_loss: 0.031182 | Time: 2504.41 ms
[2022-04-24 19:29:15 main:581] : INFO : Epoch 2010 | loss: 0.0311775 | val_loss: 0.0311797 | Time: 2498.24 ms
[2022-04-24 19:29:17 main:581] : INFO : Epoch 2011 | loss: 0.0311775 | val_loss: 0.0311793 | Time: 2499.82 ms
[2022-04-24 19:29:20 main:581] : INFO : Epoch 2012 | loss: 0.0311793 | val_loss: 0.0311803 | Time: 2500.74 ms
[2022-04-24 19:29:22 main:581] : INFO : Epoch 2013 | loss: 0.0311779 | val_loss: 0.031184 | Time: 2499.97 ms
[2022-04-24 19:29:25 main:581] : INFO : Epoch 2014 | loss: 0.031178 | val_loss: 0.03118 | Time: 2498.1 ms
[2022-04-24 19:29:27 main:581] : INFO : Epoch 2015 | loss: 0.0311769 | val_loss: 0.0311794 | Time: 2499.27 ms
[2022-04-24 19:29:30 main:581] : INFO : Epoch 2016 | loss: 0.0311769 | val_loss: 0.0311791 | Time: 2496.78 ms
[2022-04-24 19:29:32 main:581] : INFO : Epoch 2017 | loss: 0.0311773 | val_loss: 0.0311797 | Time: 2494.92 ms
[2022-04-24 19:29:35 main:581] : INFO : Epoch 2018 | loss: 0.0311779 | val_loss: 0.0311811 | Time: 2500.66 ms
[2022-04-24 19:29:37 main:581] : INFO : Epoch 2019 | loss: 0.0311789 | val_loss: 0.0311801 | Time: 2496.88 ms
[2022-04-24 19:29:39 main:581] : INFO : Epoch 2020 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 2497.12 ms
[2022-04-24 19:29:42 main:581] : INFO : Epoch 2021 | loss: 0.0311769 | val_loss: 0.0311802 | Time: 2501.65 ms
[2022-04-24 19:29:44 main:581] : INFO : Epoch 2022 | loss: 0.031178 | val_loss: 0.0311819 | Time: 2497.59 ms
[2022-04-24 19:29:47 main:581] : INFO : Epoch 2023 | loss: 0.0311782 | val_loss: 0.0311816 | Time: 2491.67 ms
[2022-04-24 19:29:49 main:581] : INFO : Epoch 2024 | loss: 0.0311769 | val_loss: 0.0311793 | Time: 2497.44 ms
[2022-04-24 19:29:52 main:581] : INFO : Epoch 2025 | loss: 0.0311766 | val_loss: 0.0311821 | Time: 2496.43 ms
[2022-04-24 19:29:54 main:581] : INFO : Epoch 2026 | loss: 0.0311789 | val_loss: 0.0311815 | Time: 2500.1 ms
[2022-04-24 19:29:57 main:581] : INFO : Epoch 2027 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 2498.35 ms
[2022-04-24 19:29:59 main:581] : INFO : Epoch 2028 | loss: 0.0311806 | val_loss: 0.031181 | Time: 2493.8 ms
[2022-04-24 19:30:02 main:581] : INFO : Epoch 2029 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 2501.51 ms
[2022-04-24 19:30:04 main:581] : INFO : Epoch 2030 | loss: 0.0311784 | val_loss: 0.0311799 | Time: 2496.26 ms
[2022-04-24 19:30:07 main:581] : INFO : Epoch 2031 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 2488.39 ms
[2022-04-24 19:30:09 main:581] : INFO : Epoch 2032 | loss: 0.0311778 | val_loss: 0.0311792 | Time: 2499.66 ms
[2022-04-24 19:30:12 main:581] : INFO : Epoch 2033 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 2493.16 ms
[2022-04-24 19:30:14 main:581] : INFO : Epoch 2034 | loss: 0.0311768 | val_loss: 0.0311812 | Time: 2492.88 ms
[2022-04-24 19:30:17 main:581] : INFO : Epoch 2035 | loss: 0.0311817 | val_loss: 0.0311881 | Time: 2490.44 ms
[2022-04-24 19:30:19 main:581] : INFO : Epoch 2036 | loss: 0.0311819 | val_loss: 0.03118 | Time: 2501.43 ms
[2022-04-24 19:30:22 main:581] : INFO : Epoch 2037 | loss: 0.0311809 | val_loss: 0.0311808 | Time: 2492.36 ms
[2022-04-24 19:30:24 main:581] : INFO : Epoch 2038 | loss: 0.0311776 | val_loss: 0.0311797 | Time: 2496.83 ms
[2022-04-24 19:30:27 main:581] : INFO : Epoch 2039 | loss: 0.0311766 | val_loss: 0.0311801 | Time: 2495.79 ms
[2022-04-24 19:30:29 main:581] : INFO : Epoch 2040 | loss: 0.0311774 | val_loss: 0.0311795 | Time: 2495 ms
[2022-04-24 19:30:32 main:581] : INFO : Epoch 2041 | loss: 0.0311772 | val_loss: 0.0311834 | Time: 2494.67 ms
[2022-04-24 19:30:34 main:581] : INFO : Epoch 2042 | loss: 0.0311773 | val_loss: 0.0311807 | Time: 2498.79 ms
[2022-04-24 19:30:37 main:581] : INFO : Epoch 2043 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 2492.89 ms
[2022-04-24 19:30:39 main:581] : INFO : Epoch 2044 | loss: 0.0311766 | val_loss: 0.0311834 | Time: 2498.54 ms
[2022-04-24 19:30:42 main:581] : INFO : Epoch 2045 | loss: 0.0311787 | val_loss: 0.0311851 | Time: 2492.87 ms
[2022-04-24 19:30:44 main:581] : INFO : Epoch 2046 | loss: 0.0311771 | val_loss: 0.0311791 | Time: 2497.28 ms
[2022-04-24 19:30:47 main:581] : INFO : Epoch 2047 | loss: 0.0311761 | val_loss: 0.0311808 | Time: 2494.53 ms
[2022-04-24 19:30:49 main:581] : INFO : Epoch 2048 | loss: 0.0311762 | val_loss: 0.031183 | Time: 2494.19 ms
[2022-04-24 19:30:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031183
[2022-04-24 19:30:49 main:610] : INFO : Saving end state to config to file
[2022-04-24 19:30:49 main:615] : INFO : Success, exiting..
19:30:49 (267035): 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)