Task 14596818
| Name | ParityModified-1647047499-26145-3-0_0 |
| Workunit | 11618217 |
| Created | 11 Apr 2022, 7:16:40 UTC |
| Sent | 11 Apr 2022, 7:46:02 UTC |
| Report deadline | 19 Apr 2022, 7:46:02 UTC |
| Received | 11 Apr 2022, 20:52:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 27 min 37 sec |
| CPU time | 1 hours 25 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311661 | val_loss: 0.0311742 | Time: 2493.14 ms
[2022-04-11 15:29:43 main:574] : INFO : Epoch 1543 | loss: 0.0311657 | val_loss: 0.0311727 | Time: 2494.51 ms
[2022-04-11 15:29:46 main:574] : INFO : Epoch 1544 | loss: 0.0311642 | val_loss: 0.031174 | Time: 2492.96 ms
[2022-04-11 15:29:48 main:574] : INFO : Epoch 1545 | loss: 0.031164 | val_loss: 0.0311728 | Time: 2500.06 ms
[2022-04-11 15:29:51 main:574] : INFO : Epoch 1546 | loss: 0.0311636 | val_loss: 0.0311735 | Time: 2500.17 ms
[2022-04-11 15:29:53 main:574] : INFO : Epoch 1547 | loss: 0.0311626 | val_loss: 0.0311748 | Time: 2492.76 ms
[2022-04-11 15:29:56 main:574] : INFO : Epoch 1548 | loss: 0.0311625 | val_loss: 0.0311722 | Time: 2501.05 ms
[2022-04-11 15:29:58 main:574] : INFO : Epoch 1549 | loss: 0.0311628 | val_loss: 0.0311757 | Time: 2500.61 ms
[2022-04-11 15:30:01 main:574] : INFO : Epoch 1550 | loss: 0.0311638 | val_loss: 0.0311744 | Time: 2491.76 ms
[2022-04-11 15:30:03 main:574] : INFO : Epoch 1551 | loss: 0.0311628 | val_loss: 0.0311738 | Time: 2499.35 ms
[2022-04-11 15:30:06 main:574] : INFO : Epoch 1552 | loss: 0.0311625 | val_loss: 0.0311721 | Time: 2495.73 ms
[2022-04-11 15:30:09 main:574] : INFO : Epoch 1553 | loss: 0.0311604 | val_loss: 0.0311738 | Time: 2497.33 ms
[2022-04-11 15:30:11 main:574] : INFO : Epoch 1554 | loss: 0.0311601 | val_loss: 0.031173 | Time: 2501.11 ms
[2022-04-11 15:30:14 main:574] : INFO : Epoch 1555 | loss: 0.03116 | val_loss: 0.0311719 | Time: 2496.79 ms
[2022-04-11 15:30:16 main:574] : INFO : Epoch 1556 | loss: 0.0311613 | val_loss: 0.0311748 | Time: 2495.55 ms
[2022-04-11 15:30:19 main:574] : INFO : Epoch 1557 | loss: 0.0311613 | val_loss: 0.0311745 | Time: 2502.12 ms
[2022-04-11 15:30:21 main:574] : INFO : Epoch 1558 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 2498.82 ms
[2022-04-11 15:30:24 main:574] : INFO : Epoch 1559 | loss: 0.0311607 | val_loss: 0.0311736 | Time: 2498.53 ms
[2022-04-11 15:30:26 main:574] : INFO : Epoch 1560 | loss: 0.0311613 | val_loss: 0.031175 | Time: 2495.98 ms
[2022-04-11 15:30:29 main:574] : INFO : Epoch 1561 | loss: 0.0311612 | val_loss: 0.0311738 | Time: 2493.96 ms
[2022-04-11 15:30:31 main:574] : INFO : Epoch 1562 | loss: 0.0311604 | val_loss: 0.0311734 | Time: 2500.15 ms
[2022-04-11 15:30:34 main:574] : INFO : Epoch 1563 | loss: 0.0311596 | val_loss: 0.0311744 | Time: 2498.16 ms
[2022-04-11 15:30:36 main:574] : INFO : Epoch 1564 | loss: 0.0311582 | val_loss: 0.031173 | Time: 2496.98 ms
[2022-04-11 15:30:39 main:574] : INFO : Epoch 1565 | loss: 0.0311584 | val_loss: 0.0311733 | Time: 2496.23 ms
[2022-04-11 15:30:41 main:574] : INFO : Epoch 1566 | loss: 0.0311585 | val_loss: 0.0311737 | Time: 2504.19 ms
[2022-04-11 15:30:44 main:574] : INFO : Epoch 1567 | loss: 0.0311579 | val_loss: 0.0311714 | Time: 2493.23 ms
[2022-04-11 15:30:46 main:574] : INFO : Epoch 1568 | loss: 0.031159 | val_loss: 0.031173 | Time: 2494.15 ms
[2022-04-11 15:30:49 main:574] : INFO : Epoch 1569 | loss: 0.0311582 | val_loss: 0.0311745 | Time: 2493.64 ms
[2022-04-11 15:30:52 main:574] : INFO : Epoch 1570 | loss: 0.0311598 | val_loss: 0.0311756 | Time: 2502.21 ms
[2022-04-11 15:30:54 main:574] : INFO : Epoch 1571 | loss: 0.0311612 | val_loss: 0.0311741 | Time: 2498.14 ms
[2022-04-11 15:30:57 main:574] : INFO : Epoch 1572 | loss: 0.0311598 | val_loss: 0.031173 | Time: 2493.15 ms
[2022-04-11 15:30:59 main:574] : INFO : Epoch 1573 | loss: 0.0311591 | val_loss: 0.031172 | Time: 2498.5 ms
[2022-04-11 15:31:02 main:574] : INFO : Epoch 1574 | loss: 0.0311609 | val_loss: 0.0311742 | Time: 2502.38 ms
[2022-04-11 15:31:04 main:574] : INFO : Epoch 1575 | loss: 0.0311614 | val_loss: 0.0311697 | Time: 2495.01 ms
[2022-04-11 15:31:07 main:574] : INFO : Epoch 1576 | loss: 0.0311612 | val_loss: 0.0311731 | Time: 2495.95 ms
[2022-04-11 15:31:09 main:574] : INFO : Epoch 1577 | loss: 0.0311596 | val_loss: 0.031169 | Time: 2504.09 ms
[2022-04-11 15:31:12 main:574] : INFO : Epoch 1578 | loss: 0.0311589 | val_loss: 0.0311712 | Time: 2496.46 ms
[2022-04-11 15:31:14 main:574] : INFO : Epoch 1579 | loss: 0.0311597 | val_loss: 0.0311708 | Time: 2495.04 ms
[2022-04-11 15:31:17 main:574] : INFO : Epoch 1580 | loss: 0.0311639 | val_loss: 0.0311703 | Time: 2488.46 ms
[2022-04-11 15:31:19 main:574] : INFO : Epoch 1581 | loss: 0.0311668 | val_loss: 0.0311703 | Time: 2496.31 ms
[2022-04-11 15:31:22 main:574] : INFO : Epoch 1582 | loss: 0.031166 | val_loss: 0.0311712 | Time: 2501.08 ms
[2022-04-11 15:31:25 main:574] : INFO : Epoch 1583 | loss: 0.0311652 | val_loss: 0.0311681 | Time: 2500.33 ms
[2022-04-11 15:31:27 main:574] : INFO : Epoch 1584 | loss: 0.0311655 | val_loss: 0.0311703 | Time: 2495.92 ms
[2022-04-11 15:31:30 main:574] : INFO : Epoch 1585 | loss: 0.0311636 | val_loss: 0.0311718 | Time: 2493.08 ms
[2022-04-11 15:31:32 main:574] : INFO : Epoch 1586 | loss: 0.0311632 | val_loss: 0.0311696 | Time: 2499.41 ms
[2022-04-11 15:31:35 main:574] : INFO : Epoch 1587 | loss: 0.0311608 | val_loss: 0.0311685 | Time: 2496.74 ms
[2022-04-11 15:31:37 main:574] : INFO : Epoch 1588 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 2498.57 ms
[2022-04-11 15:31:40 main:574] : INFO : Epoch 1589 | loss: 0.0311609 | val_loss: 0.0311722 | Time: 2493.99 ms
[2022-04-11 15:31:42 main:574] : INFO : Epoch 1590 | loss: 0.0311599 | val_loss: 0.0311714 | Time: 2495.11 ms
[2022-04-11 15:31:45 main:574] : INFO : Epoch 1591 | loss: 0.0311587 | val_loss: 0.0311702 | Time: 2496.62 ms
[2022-04-11 15:31:47 main:574] : INFO : Epoch 1592 | loss: 0.0311602 | val_loss: 0.0311704 | Time: 2489.15 ms
[2022-04-11 15:31:50 main:574] : INFO : Epoch 1593 | loss: 0.0311598 | val_loss: 0.031172 | Time: 2500.27 ms
[2022-04-11 15:31:52 main:574] : INFO : Epoch 1594 | loss: 0.0311587 | val_loss: 0.0311731 | Time: 2497.17 ms
[2022-04-11 15:31:55 main:574] : INFO : Epoch 1595 | loss: 0.0311587 | val_loss: 0.031172 | Time: 2496.25 ms
[2022-04-11 15:31:57 main:574] : INFO : Epoch 1596 | loss: 0.0311577 | val_loss: 0.031174 | Time: 2489.95 ms
[2022-04-11 15:32:00 main:574] : INFO : Epoch 1597 | loss: 0.0311575 | val_loss: 0.0311735 | Time: 2494.33 ms
[2022-04-11 15:32:03 main:574] : INFO : Epoch 1598 | loss: 0.0311589 | val_loss: 0.0311709 | Time: 2503.45 ms
[2022-04-11 15:32:05 main:574] : INFO : Epoch 1599 | loss: 0.0311592 | val_loss: 0.0311716 | Time: 2495.17 ms
[2022-04-11 15:32:08 main:574] : INFO : Epoch 1600 | loss: 0.0311597 | val_loss: 0.0311716 | Time: 2488.28 ms
[2022-04-11 15:32:10 main:574] : INFO : Epoch 1601 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 2492.93 ms
[2022-04-11 15:32:13 main:574] : INFO : Epoch 1602 | loss: 0.0311609 | val_loss: 0.0311738 | Time: 2499.23 ms
[2022-04-11 15:32:15 main:574] : INFO : Epoch 1603 | loss: 0.0311635 | val_loss: 0.0311758 | Time: 2500.95 ms
[2022-04-11 15:32:18 main:574] : INFO : Epoch 1604 | loss: 0.031162 | val_loss: 0.0311741 | Time: 2494.7 ms
[2022-04-11 15:32:20 main:574] : INFO : Epoch 1605 | loss: 0.0311617 | val_loss: 0.0311745 | Time: 2498.35 ms
[2022-04-11 15:32:23 main:574] : INFO : Epoch 1606 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 2496.54 ms
[2022-04-11 15:32:25 main:574] : INFO : Epoch 1607 | loss: 0.0311641 | val_loss: 0.0311708 | Time: 2489.65 ms
[2022-04-11 15:32:28 main:574] : INFO : Epoch 1608 | loss: 0.0311625 | val_loss: 0.0311699 | Time: 2497.72 ms
[2022-04-11 15:32:30 main:574] : INFO : Epoch 1609 | loss: 0.0311612 | val_loss: 0.0311716 | Time: 2494.24 ms
[2022-04-11 15:32:33 main:574] : INFO : Epoch 1610 | loss: 0.0311594 | val_loss: 0.0311722 | Time: 2501.14 ms
[2022-04-11 15:32:36 main:574] : INFO : Epoch 1611 | loss: 0.031161 | val_loss: 0.0311726 | Time: 2499.26 ms
[2022-04-11 15:32:38 main:574] : INFO : Epoch 1612 | loss: 0.0311594 | val_loss: 0.0311687 | Time: 2486.69 ms
[2022-04-11 15:32:41 main:574] : INFO : Epoch 1613 | loss: 0.0311585 | val_loss: 0.0311738 | Time: 2497.52 ms
[2022-04-11 15:32:43 main:574] : INFO : Epoch 1614 | loss: 0.031162 | val_loss: 0.0311688 | Time: 2499.53 ms
[2022-04-11 15:32:46 main:574] : INFO : Epoch 1615 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 2494.56 ms
[2022-04-11 15:32:48 main:574] : INFO : Epoch 1616 | loss: 0.0311611 | val_loss: 0.0311708 | Time: 2496.7 ms
[2022-04-11 15:32:51 main:574] : INFO : Epoch 1617 | loss: 0.0311599 | val_loss: 0.0311696 | Time: 2508.64 ms
[2022-04-11 15:32:53 main:574] : INFO : Epoch 1618 | loss: 0.0311591 | val_loss: 0.0311698 | Time: 2496.48 ms
[2022-04-11 15:32:56 main:574] : INFO : Epoch 1619 | loss: 0.0311597 | val_loss: 0.0311735 | Time: 2502.24 ms
[2022-04-11 15:32:58 main:574] : INFO : Epoch 1620 | loss: 0.0311583 | val_loss: 0.0311702 | Time: 2494.06 ms
[2022-04-11 15:33:01 main:574] : INFO : Epoch 1621 | loss: 0.0311587 | val_loss: 0.0311702 | Time: 2497.88 ms
[2022-04-11 15:33:03 main:574] : INFO : Epoch 1622 | loss: 0.0311591 | val_loss: 0.0311688 | Time: 2493.91 ms
[2022-04-11 15:33:06 main:574] : INFO : Epoch 1623 | loss: 0.0311565 | val_loss: 0.0311695 | Time: 2498.25 ms
[2022-04-11 15:33:08 main:574] : INFO : Epoch 1624 | loss: 0.0311573 | val_loss: 0.0311734 | Time: 2494.36 ms
[2022-04-11 15:33:11 main:574] : INFO : Epoch 1625 | loss: 0.0311581 | val_loss: 0.0311774 | Time: 2499.44 ms
[2022-04-11 15:33:14 main:574] : INFO : Epoch 1626 | loss: 0.0311733 | val_loss: 0.0312053 | Time: 2489.44 ms
[2022-04-11 15:33:16 main:574] : INFO : Epoch 1627 | loss: 0.0312186 | val_loss: 0.0312181 | Time: 2497.94 ms
[2022-04-11 15:33:19 main:574] : INFO : Epoch 1628 | loss: 0.0312166 | val_loss: 0.0312099 | Time: 2500.93 ms
[2022-04-11 15:33:21 main:574] : INFO : Epoch 1629 | loss: 0.0312093 | val_loss: 0.0312025 | Time: 2494.58 ms
[2022-04-11 15:33:24 main:574] : INFO : Epoch 1630 | loss: 0.0312046 | val_loss: 0.0311991 | Time: 2502.79 ms
[2022-04-11 15:33:26 main:574] : INFO : Epoch 1631 | loss: 0.0312018 | val_loss: 0.0311942 | Time: 2498.37 ms
[2022-04-11 15:33:29 main:574] : INFO : Epoch 1632 | loss: 0.0311972 | val_loss: 0.0311918 | Time: 2503.72 ms
[2022-04-11 15:33:31 main:574] : INFO : Epoch 1633 | loss: 0.0311957 | val_loss: 0.0311891 | Time: 2498.24 ms
[2022-04-11 15:33:34 main:574] : INFO : Epoch 1634 | loss: 0.0311954 | val_loss: 0.0311897 | Time: 2492.81 ms
[2022-04-11 15:33:36 main:574] : INFO : Epoch 1635 | loss: 0.0311952 | val_loss: 0.0311883 | Time: 2499.27 ms
[2022-04-11 15:33:39 main:574] : INFO : Epoch 1636 | loss: 0.0311984 | val_loss: 0.0311922 | Time: 2487.86 ms
[2022-04-11 15:33:41 main:574] : INFO : Epoch 1637 | loss: 0.0311918 | val_loss: 0.0311876 | Time: 2498.25 ms
[2022-04-11 15:33:44 main:574] : INFO : Epoch 1638 | loss: 0.0311898 | val_loss: 0.0311912 | Time: 2498.5 ms
[2022-04-11 15:33:46 main:574] : INFO : Epoch 1639 | loss: 0.031191 | val_loss: 0.031186 | Time: 2494.98 ms
[2022-04-11 15:33:49 main:574] : INFO : Epoch 1640 | loss: 0.0311887 | val_loss: 0.0311852 | Time: 2486.22 ms
[2022-04-11 15:33:52 main:574] : INFO : Epoch 1641 | loss: 0.0311868 | val_loss: 0.0311838 | Time: 2500 ms
[2022-04-11 15:33:54 main:574] : INFO : Epoch 1642 | loss: 0.0311883 | val_loss: 0.0311894 | Time: 2491.11 ms
[2022-04-11 15:33:57 main:574] : INFO : Epoch 1643 | loss: 0.0311909 | val_loss: 0.0311849 | Time: 2500.5 ms
[2022-04-11 15:33:59 main:574] : INFO : Epoch 1644 | loss: 0.0311884 | val_loss: 0.0311849 | Time: 2493.51 ms
[2022-04-11 15:34:02 main:574] : INFO : Epoch 1645 | loss: 0.0311878 | val_loss: 0.0311834 | Time: 2503.13 ms
[2022-04-11 15:34:04 main:574] : INFO : Epoch 1646 | loss: 0.0311844 | val_loss: 0.0311822 | Time: 2493.41 ms
[2022-04-11 15:34:07 main:574] : INFO : Epoch 1647 | loss: 0.0311841 | val_loss: 0.0311821 | Time: 2493.64 ms
[2022-04-11 15:34:09 main:574] : INFO : Epoch 1648 | loss: 0.0311836 | val_loss: 0.0311845 | Time: 2493.87 ms
[2022-04-11 15:34:12 main:574] : INFO : Epoch 1649 | loss: 0.0311845 | val_loss: 0.0311837 | Time: 2495 ms
[2022-04-11 15:34:14 main:574] : INFO : Epoch 1650 | loss: 0.031185 | val_loss: 0.0311823 | Time: 2501.46 ms
[2022-04-11 15:34:17 main:574] : INFO : Epoch 1651 | loss: 0.0311867 | val_loss: 0.0311848 | Time: 2496.03 ms
[2022-04-11 15:34:19 main:574] : INFO : Epoch 1652 | loss: 0.0311841 | val_loss: 0.0311835 | Time: 2495.12 ms
[2022-04-11 15:34:22 main:574] : INFO : Epoch 1653 | loss: 0.0311818 | val_loss: 0.0311817 | Time: 2500.09 ms
[2022-04-11 15:34:24 main:574] : INFO : Epoch 1654 | loss: 0.031181 | val_loss: 0.0311828 | Time: 2497.44 ms
[2022-04-11 15:34:27 main:574] : INFO : Epoch 1655 | loss: 0.0311823 | val_loss: 0.0311818 | Time: 2502.07 ms
[2022-04-11 15:34:30 main:574] : INFO : Epoch 1656 | loss: 0.0311853 | val_loss: 0.0311843 | Time: 2496.11 ms
[2022-04-11 15:34:32 main:574] : INFO : Epoch 1657 | loss: 0.0311812 | val_loss: 0.031182 | Time: 2501.78 ms
[2022-04-11 15:34:35 main:574] : INFO : Epoch 1658 | loss: 0.0311816 | val_loss: 0.0311817 | Time: 2496.34 ms
[2022-04-11 15:34:37 main:574] : INFO : Epoch 1659 | loss: 0.0311815 | val_loss: 0.031182 | Time: 2493.27 ms
[2022-04-11 15:34:40 main:574] : INFO : Epoch 1660 | loss: 0.0311802 | val_loss: 0.0311817 | Time: 2500.07 ms
[2022-04-11 15:34:42 main:574] : INFO : Epoch 1661 | loss: 0.0311904 | val_loss: 0.0311886 | Time: 2495.9 ms
[2022-04-11 15:34:45 main:574] : INFO : Epoch 1662 | loss: 0.0311924 | val_loss: 0.0311875 | Time: 2495.98 ms
[2022-04-11 15:34:47 main:574] : INFO : Epoch 1663 | loss: 0.0311916 | val_loss: 0.0311847 | Time: 2493.68 ms
[2022-04-11 15:34:50 main:574] : INFO : Epoch 1664 | loss: 0.0311877 | val_loss: 0.0311836 | Time: 2487.76 ms
[2022-04-11 15:34:52 main:574] : INFO : Epoch 1665 | loss: 0.031186 | val_loss: 0.031183 | Time: 2504.11 ms
[2022-04-11 15:34:55 main:574] : INFO : Epoch 1666 | loss: 0.0311875 | val_loss: 0.0311819 | Time: 2493.6 ms
[2022-04-11 15:34:57 main:574] : INFO : Epoch 1667 | loss: 0.0311851 | val_loss: 0.0311831 | Time: 2493.55 ms
[2022-04-11 15:35:00 main:574] : INFO : Epoch 1668 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 2497.02 ms
[2022-04-11 15:35:03 main:574] : INFO : Epoch 1669 | loss: 0.0311846 | val_loss: 0.0311827 | Time: 2494.94 ms
[2022-04-11 15:35:05 main:574] : INFO : Epoch 1670 | loss: 0.0311834 | val_loss: 0.0311789 | Time: 2496.59 ms
[2022-04-11 15:35:08 main:574] : INFO : Epoch 1671 | loss: 0.0311804 | val_loss: 0.0311792 | Time: 2496.81 ms
[2022-04-11 15:35:10 main:574] : INFO : Epoch 1672 | loss: 0.0311798 | val_loss: 0.0311782 | Time: 2496.77 ms
[2022-04-11 15:35:13 main:574] : INFO : Epoch 1673 | loss: 0.0311783 | val_loss: 0.0311783 | Time: 2498.47 ms
[2022-04-11 15:35:15 main:574] : INFO : Epoch 1674 | loss: 0.0311779 | val_loss: 0.031177 | Time: 2500.32 ms
[2022-04-11 15:35:18 main:574] : INFO : Epoch 1675 | loss: 0.0311781 | val_loss: 0.0311789 | Time: 2496.53 ms
[2022-04-11 15:35:20 main:574] : INFO : Epoch 1676 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 2494.69 ms
[2022-04-11 15:35:23 main:574] : INFO : Epoch 1677 | loss: 0.031177 | val_loss: 0.0311764 | Time: 2495.24 ms
[2022-04-11 15:35:25 main:574] : INFO : Epoch 1678 | loss: 0.0311755 | val_loss: 0.0311761 | Time: 2504.38 ms
[2022-04-11 15:35:28 main:574] : INFO : Epoch 1679 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 2488.39 ms
[2022-04-11 15:35:30 main:574] : INFO : Epoch 1680 | loss: 0.0311756 | val_loss: 0.0311767 | Time: 2498.58 ms
[2022-04-11 15:35:33 main:574] : INFO : Epoch 1681 | loss: 0.031175 | val_loss: 0.0311761 | Time: 2499.6 ms
[2022-04-11 15:35:36 main:574] : INFO : Epoch 1682 | loss: 0.0311729 | val_loss: 0.0311772 | Time: 2503.21 ms
[2022-04-11 15:35:38 main:574] : INFO : Epoch 1683 | loss: 0.0311724 | val_loss: 0.0311792 | Time: 2495.15 ms
[2022-04-11 15:35:41 main:574] : INFO : Epoch 1684 | loss: 0.0311723 | val_loss: 0.0311755 | Time: 2493.47 ms
[2022-04-11 15:35:43 main:574] : INFO : Epoch 1685 | loss: 0.0311711 | val_loss: 0.0311753 | Time: 2503.32 ms
[2022-04-11 15:35:46 main:574] : INFO : Epoch 1686 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 2504.13 ms
[2022-04-11 15:35:48 main:574] : INFO : Epoch 1687 | loss: 0.0311727 | val_loss: 0.0311761 | Time: 2494 ms
[2022-04-11 15:35:51 main:574] : INFO : Epoch 1688 | loss: 0.0311701 | val_loss: 0.0311732 | Time: 2500.79 ms
[2022-04-11 15:35:53 main:574] : INFO : Epoch 1689 | loss: 0.0311708 | val_loss: 0.0311773 | Time: 2507.09 ms
[2022-04-11 15:35:56 main:574] : INFO : Epoch 1690 | loss: 0.0311736 | val_loss: 0.0311745 | Time: 2493.92 ms
[2022-04-11 15:35:58 main:574] : INFO : Epoch 1691 | loss: 0.0311713 | val_loss: 0.0311728 | Time: 2497.4 ms
[2022-04-11 15:36:01 main:574] : INFO : Epoch 1692 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 2503.61 ms
[2022-04-11 15:36:03 main:574] : INFO : Epoch 1693 | loss: 0.0311693 | val_loss: 0.0311719 | Time: 2506.59 ms
[2022-04-11 15:36:06 main:574] : INFO : Epoch 1694 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 2504.78 ms
[2022-04-11 15:36:09 main:574] : INFO : Epoch 1695 | loss: 0.0311711 | val_loss: 0.0311733 | Time: 2496.14 ms
[2022-04-11 15:36:11 main:574] : INFO : Epoch 1696 | loss: 0.0311724 | val_loss: 0.0311724 | Time: 2499.9 ms
[2022-04-11 15:36:14 main:574] : INFO : Epoch 1697 | loss: 0.0311717 | val_loss: 0.0311764 | Time: 2499.4 ms
[2022-04-11 15:36:16 main:574] : INFO : Epoch 1698 | loss: 0.0311708 | val_loss: 0.0311738 | Time: 2501.34 ms
[2022-04-11 15:36:19 main:574] : INFO : Epoch 1699 | loss: 0.0311703 | val_loss: 0.031173 | Time: 2509.93 ms
[2022-04-11 15:36:21 main:574] : INFO : Epoch 1700 | loss: 0.0311716 | val_loss: 0.0311786 | Time: 2492.92 ms
[2022-04-11 15:36:24 main:574] : INFO : Epoch 1701 | loss: 0.0311686 | val_loss: 0.0311741 | Time: 2502.19 ms
[2022-04-11 15:36:26 main:574] : INFO : Epoch 1702 | loss: 0.0311677 | val_loss: 0.031173 | Time: 2498.76 ms
[2022-04-11 15:36:29 main:574] : INFO : Epoch 1703 | loss: 0.0311666 | val_loss: 0.0311726 | Time: 2498.97 ms
[2022-04-11 15:36:31 main:574] : INFO : Epoch 1704 | loss: 0.0311672 | val_loss: 0.0311745 | Time: 2493.15 ms
[2022-04-11 15:36:34 main:574] : INFO : Epoch 1705 | loss: 0.0311672 | val_loss: 0.0311732 | Time: 2503.05 ms
[2022-04-11 15:36:37 main:574] : INFO : Epoch 1706 | loss: 0.0311671 | val_loss: 0.0311769 | Time: 2496.35 ms
[2022-04-11 15:36:39 main:574] : INFO : Epoch 1707 | loss: 0.03117 | val_loss: 0.0311743 | Time: 2500.85 ms
[2022-04-11 15:36:42 main:574] : INFO : Epoch 1708 | loss: 0.0311705 | val_loss: 0.0311782 | Time: 2496.61 ms
[2022-04-11 15:36:44 main:574] : INFO : Epoch 1709 | loss: 0.0311707 | val_loss: 0.0311729 | Time: 2503.76 ms
[2022-04-11 15:36:47 main:574] : INFO : Epoch 1710 | loss: 0.0311699 | val_loss: 0.0311777 | Time: 2496.17 ms
[2022-04-11 15:36:49 main:574] : INFO : Epoch 1711 | loss: 0.031172 | val_loss: 0.0311727 | Time: 2504.79 ms
[2022-04-11 15:36:52 main:574] : INFO : Epoch 1712 | loss: 0.0311715 | val_loss: 0.0311737 | Time: 2495.05 ms
[2022-04-11 15:36:54 main:574] : INFO : Epoch 1713 | loss: 0.0311672 | val_loss: 0.0311747 | Time: 2504.21 ms
[2022-04-11 15:36:57 main:574] : INFO : Epoch 1714 | loss: 0.0311668 | val_loss: 0.0311734 | Time: 2496.45 ms
[2022-04-11 15:36:59 main:574] : INFO : Epoch 1715 | loss: 0.0311657 | val_loss: 0.0311718 | Time: 2494.67 ms
[2022-04-11 15:37:02 main:574] : INFO : Epoch 1716 | loss: 0.0311675 | val_loss: 0.0311711 | Time: 2494.76 ms
[2022-04-11 15:37:04 main:574] : INFO : Epoch 1717 | loss: 0.0311675 | val_loss: 0.0311713 | Time: 2497.55 ms
[2022-04-11 15:37:07 main:574] : INFO : Epoch 1718 | loss: 0.0311697 | val_loss: 0.0311741 | Time: 2495.91 ms
[2022-04-11 15:37:09 main:574] : INFO : Epoch 1719 | loss: 0.0311673 | val_loss: 0.0311742 | Time: 2491.34 ms
[2022-04-11 15:37:12 main:574] : INFO : Epoch 1720 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 2498.79 ms
[2022-04-11 15:37:15 main:574] : INFO : Epoch 1721 | loss: 0.0311659 | val_loss: 0.0311754 | Time: 2504.55 ms
[2022-04-11 15:37:17 main:574] : INFO : Epoch 1722 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 2499.49 ms
[2022-04-11 15:37:20 main:574] : INFO : Epoch 1723 | loss: 0.0311652 | val_loss: 0.031173 | Time: 2500.41 ms
[2022-04-11 15:37:22 main:574] : INFO : Epoch 1724 | loss: 0.0311651 | val_loss: 0.0311755 | Time: 2492.6 ms
[2022-04-11 15:37:25 main:574] : INFO : Epoch 1725 | loss: 0.031166 | val_loss: 0.0311728 | Time: 2498.22 ms
[2022-04-11 15:37:27 main:574] : INFO : Epoch 1726 | loss: 0.0311666 | val_loss: 0.0311741 | Time: 2495.67 ms
[2022-04-11 15:37:30 main:574] : INFO : Epoch 1727 | loss: 0.0311667 | val_loss: 0.0311749 | Time: 2493.23 ms
[2022-04-11 15:37:32 main:574] : INFO : Epoch 1728 | loss: 0.0311652 | val_loss: 0.0311741 | Time: 2498.88 ms
[2022-04-11 15:37:35 main:574] : INFO : Epoch 1729 | loss: 0.0311679 | val_loss: 0.0311778 | Time: 2501.69 ms
[2022-04-11 15:37:37 main:574] : INFO : Epoch 1730 | loss: 0.0311686 | val_loss: 0.0311795 | Time: 2500.21 ms
[2022-04-11 15:37:40 main:574] : INFO : Epoch 1731 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 2492.76 ms
[2022-04-11 15:37:42 main:574] : INFO : Epoch 1732 | loss: 0.0311656 | val_loss: 0.0311736 | Time: 2492.68 ms
[2022-04-11 15:37:45 main:574] : INFO : Epoch 1733 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 2498.92 ms
[2022-04-11 15:37:47 main:574] : INFO : Epoch 1734 | loss: 0.0311637 | val_loss: 0.0311725 | Time: 2506.08 ms
[2022-04-11 15:37:50 main:574] : INFO : Epoch 1735 | loss: 0.0311639 | val_loss: 0.0311727 | Time: 2491.12 ms
[2022-04-11 15:37:53 main:574] : INFO : Epoch 1736 | loss: 0.0311635 | val_loss: 0.0311731 | Time: 2492.25 ms
[2022-04-11 15:37:55 main:574] : INFO : Epoch 1737 | loss: 0.031164 | val_loss: 0.0311782 | Time: 2500.49 ms
[2022-04-11 15:37:58 main:574] : INFO : Epoch 1738 | loss: 0.0311679 | val_loss: 0.0311752 | Time: 2503.25 ms
[2022-04-11 15:38:00 main:574] : INFO : Epoch 1739 | loss: 0.0311692 | val_loss: 0.0311781 | Time: 2498.3 ms
[2022-04-11 15:38:03 main:574] : INFO : Epoch 1740 | loss: 0.0311685 | val_loss: 0.0311726 | Time: 2494.43 ms
[2022-04-11 15:38:05 main:574] : INFO : Epoch 1741 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 2499.19 ms
[2022-04-11 15:38:08 main:574] : INFO : Epoch 1742 | loss: 0.0311654 | val_loss: 0.0311733 | Time: 2497.53 ms
[2022-04-11 15:38:10 main:574] : INFO : Epoch 1743 | loss: 0.0311648 | val_loss: 0.0311742 | Time: 2497.7 ms
[2022-04-11 15:38:13 main:574] : INFO : Epoch 1744 | loss: 0.0311677 | val_loss: 0.031177 | Time: 2501.47 ms
[2022-04-11 15:38:15 main:574] : INFO : Epoch 1745 | loss: 0.0311662 | val_loss: 0.0311756 | Time: 2501.63 ms
[2022-04-11 15:38:18 main:574] : INFO : Epoch 1746 | loss: 0.0311656 | val_loss: 0.0311766 | Time: 2493.72 ms
[2022-04-11 15:38:20 main:574] : INFO : Epoch 1747 | loss: 0.0311656 | val_loss: 0.0311791 | Time: 2491.35 ms
[2022-04-11 15:38:23 main:574] : INFO : Epoch 1748 | loss: 0.031168 | val_loss: 0.0311751 | Time: 2489.37 ms
[2022-04-11 15:38:26 main:574] : INFO : Epoch 1749 | loss: 0.0311672 | val_loss: 0.0311764 | Time: 2499.37 ms
[2022-04-11 15:38:28 main:574] : INFO : Epoch 1750 | loss: 0.0311681 | val_loss: 0.0311763 | Time: 2499.76 ms
[2022-04-11 15:38:31 main:574] : INFO : Epoch 1751 | loss: 0.0311685 | val_loss: 0.0311815 | Time: 2491.35 ms
[2022-04-11 15:38:33 main:574] : INFO : Epoch 1752 | loss: 0.0311661 | val_loss: 0.0311751 | Time: 2491.24 ms
[2022-04-11 15:38:36 main:574] : INFO : Epoch 1753 | loss: 0.0311655 | val_loss: 0.0311761 | Time: 2498.62 ms
[2022-04-11 15:38:38 main:574] : INFO : Epoch 1754 | loss: 0.0311639 | val_loss: 0.0311752 | Time: 2494.11 ms
[2022-04-11 15:38:41 main:574] : INFO : Epoch 1755 | loss: 0.0311648 | val_loss: 0.0311751 | Time: 2492.5 ms
[2022-04-11 15:38:43 main:574] : INFO : Epoch 1756 | loss: 0.0311628 | val_loss: 0.0311707 | Time: 2492.93 ms
[2022-04-11 15:38:46 main:574] : INFO : Epoch 1757 | loss: 0.0311638 | val_loss: 0.0311717 | Time: 2506.78 ms
[2022-04-11 15:38:48 main:574] : INFO : Epoch 1758 | loss: 0.0311642 | val_loss: 0.0311724 | Time: 2494.05 ms
[2022-04-11 15:38:51 main:574] : INFO : Epoch 1759 | loss: 0.0311649 | val_loss: 0.0311827 | Time: 2489.33 ms
[2022-04-11 15:38:53 main:574] : INFO : Epoch 1760 | loss: 0.0311653 | val_loss: 0.0311731 | Time: 2499.73 ms
[2022-04-11 15:38:56 main:574] : INFO : Epoch 1761 | loss: 0.031162 | val_loss: 0.0311731 | Time: 2497.4 ms
[2022-04-11 15:38:58 main:574] : INFO : Epoch 1762 | loss: 0.0311635 | val_loss: 0.0311734 | Time: 2496.22 ms
[2022-04-11 15:39:01 main:574] : INFO : Epoch 1763 | loss: 0.0311648 | val_loss: 0.0311741 | Time: 2491.01 ms
[2022-04-11 15:39:03 main:574] : INFO : Epoch 1764 | loss: 0.0311662 | val_loss: 0.0311778 | Time: 2503.45 ms
[2022-04-11 15:39:06 main:574] : INFO : Epoch 1765 | loss: 0.0311675 | val_loss: 0.0311735 | Time: 2491.6 ms
[2022-04-11 15:39:09 main:574] : INFO : Epoch 1766 | loss: 0.031165 | val_loss: 0.0311774 | Time: 2495.55 ms
[2022-04-11 15:39:11 main:574] : INFO : Epoch 1767 | loss: 0.0311683 | val_loss: 0.031174 | Time: 2498.71 ms
[2022-04-11 15:39:14 main:574] : INFO : Epoch 1768 | loss: 0.0311675 | val_loss: 0.0311705 | Time: 2489.19 ms
[2022-04-11 15:39:16 main:574] : INFO : Epoch 1769 | loss: 0.031166 | val_loss: 0.0311713 | Time: 2496.65 ms
[2022-04-11 15:39:19 main:574] : INFO : Epoch 1770 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 2493.68 ms
[2022-04-11 15:39:21 main:574] : INFO : Epoch 1771 | loss: 0.0311712 | val_loss: 0.0311741 | Time: 2496.61 ms
[2022-04-11 15:39:24 main:574] : INFO : Epoch 1772 | loss: 0.0311694 | val_loss: 0.0311714 | Time: 2491.36 ms
[2022-04-11 15:39:26 main:574] : INFO : Epoch 1773 | loss: 0.0311674 | val_loss: 0.0311712 | Time: 2495.85 ms
[2022-04-11 15:39:29 main:574] : INFO : Epoch 1774 | loss: 0.0311698 | val_loss: 0.0311713 | Time: 2497.65 ms
[2022-04-11 15:39:31 main:574] : INFO : Epoch 1775 | loss: 0.0311731 | val_loss: 0.0311713 | Time: 2488.93 ms
[2022-04-11 15:39:34 main:574] : INFO : Epoch 1776 | loss: 0.0311688 | val_loss: 0.0311725 | Time: 2493.42 ms
[2022-04-11 15:39:36 main:574] : INFO : Epoch 1777 | loss: 0.0311661 | val_loss: 0.031171 | Time: 2501.89 ms
[2022-04-11 15:39:39 main:574] : INFO : Epoch 1778 | loss: 0.0311648 | val_loss: 0.0311712 | Time: 2499.1 ms
[2022-04-11 15:39:41 main:574] : INFO : Epoch 1779 | loss: 0.0311649 | val_loss: 0.0311733 | Time: 2494.29 ms
[2022-04-11 15:39:44 main:574] : INFO : Epoch 1780 | loss: 0.0311664 | val_loss: 0.0311744 | Time: 2489.87 ms
[2022-04-11 15:39:47 main:574] : INFO : Epoch 1781 | loss: 0.031168 | val_loss: 0.0311742 | Time: 2503.1 ms
[2022-04-11 15:39:49 main:574] : INFO : Epoch 1782 | loss: 0.031168 | val_loss: 0.0311759 | Time: 2497.12 ms
[2022-04-11 15:39:52 main:574] : INFO : Epoch 1783 | loss: 0.0311666 | val_loss: 0.0311747 | Time: 2490.62 ms
[2022-04-11 15:39:54 main:574] : INFO : Epoch 1784 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 2495.36 ms
[2022-04-11 15:39:57 main:574] : INFO : Epoch 1785 | loss: 0.0311639 | val_loss: 0.0311743 | Time: 2496.49 ms
[2022-04-11 15:39:59 main:574] : INFO : Epoch 1786 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 2495.76 ms
[2022-04-11 15:40:02 main:574] : INFO : Epoch 1787 | loss: 0.0311659 | val_loss: 0.0311683 | Time: 2500.27 ms
[2022-04-11 15:40:04 main:574] : INFO : Epoch 1788 | loss: 0.0311605 | val_loss: 0.0311705 | Time: 2497.27 ms
[2022-04-11 15:40:07 main:574] : INFO : Epoch 1789 | loss: 0.0311609 | val_loss: 0.0311709 | Time: 2501.79 ms
[2022-04-11 15:40:09 main:574] : INFO : Epoch 1790 | loss: 0.0311605 | val_loss: 0.0311716 | Time: 2493.49 ms
[2022-04-11 15:40:12 main:574] : INFO : Epoch 1791 | loss: 0.0311637 | val_loss: 0.031174 | Time: 2490.36 ms
[2022-04-11 15:40:14 main:574] : INFO : Epoch 1792 | loss: 0.0311646 | val_loss: 0.0311737 | Time: 2496.72 ms
[2022-04-11 15:40:17 main:574] : INFO : Epoch 1793 | loss: 0.031162 | val_loss: 0.0311746 | Time: 2502.4 ms
[2022-04-11 15:40:19 main:574] : INFO : Epoch 1794 | loss: 0.031163 | val_loss: 0.0311713 | Time: 2501.15 ms
[2022-04-11 15:40:22 main:574] : INFO : Epoch 1795 | loss: 0.0311606 | val_loss: 0.0311705 | Time: 2491.24 ms
[2022-04-11 15:40:25 main:574] : INFO : Epoch 1796 | loss: 0.03116 | val_loss: 0.0311692 | Time: 2494.45 ms
[2022-04-11 15:40:27 main:574] : INFO : Epoch 1797 | loss: 0.0311627 | val_loss: 0.0311724 | Time: 2494.29 ms
[2022-04-11 15:40:30 main:574] : INFO : Epoch 1798 | loss: 0.0311649 | val_loss: 0.0311707 | Time: 2491.28 ms
[2022-04-11 15:40:32 main:574] : INFO : Epoch 1799 | loss: 0.0311642 | val_loss: 0.0311712 | Time: 2493.52 ms
[2022-04-11 15:40:35 main:574] : INFO : Epoch 1800 | loss: 0.0311669 | val_loss: 0.0311745 | Time: 2496.56 ms
[2022-04-11 15:40:37 main:574] : INFO : Epoch 1801 | loss: 0.0311699 | val_loss: 0.0311719 | Time: 2501.82 ms
[2022-04-11 15:40:40 main:574] : INFO : Epoch 1802 | loss: 0.0311671 | val_loss: 0.0311702 | Time: 2493.92 ms
[2022-04-11 15:40:42 main:574] : INFO : Epoch 1803 | loss: 0.0311652 | val_loss: 0.0311698 | Time: 2499.91 ms
[2022-04-11 15:40:45 main:574] : INFO : Epoch 1804 | loss: 0.0311645 | val_loss: 0.0311709 | Time: 2495.21 ms
[2022-04-11 15:40:47 main:574] : INFO : Epoch 1805 | loss: 0.0311628 | val_loss: 0.0311674 | Time: 2502.47 ms
[2022-04-11 15:40:50 main:574] : INFO : Epoch 1806 | loss: 0.0311603 | val_loss: 0.0311695 | Time: 2491.45 ms
[2022-04-11 15:40:52 main:574] : INFO : Epoch 1807 | loss: 0.0311611 | val_loss: 0.0311687 | Time: 2493.73 ms
[2022-04-11 15:40:55 main:574] : INFO : Epoch 1808 | loss: 0.0311618 | val_loss: 0.0311674 | Time: 2497.04 ms
[2022-04-11 15:40:57 main:574] : INFO : Epoch 1809 | loss: 0.0311626 | val_loss: 0.0311685 | Time: 2498.12 ms
[2022-04-11 15:41:00 main:574] : INFO : Epoch 1810 | loss: 0.0311622 | val_loss: 0.0311659 | Time: 2494.85 ms
[2022-04-11 15:41:03 main:574] : INFO : Epoch 1811 | loss: 0.0311636 | val_loss: 0.031169 | Time: 2489.98 ms
[2022-04-11 15:41:05 main:574] : INFO : Epoch 1812 | loss: 0.0311613 | val_loss: 0.0311674 | Time: 2495.74 ms
[2022-04-11 15:41:08 main:574] : INFO : Epoch 1813 | loss: 0.0311614 | val_loss: 0.0311723 | Time: 2505.15 ms
[2022-04-11 15:41:10 main:574] : INFO : Epoch 1814 | loss: 0.031177 | val_loss: 0.0311878 | Time: 2497.55 ms
[2022-04-11 15:41:13 main:574] : INFO : Epoch 1815 | loss: 0.0311918 | val_loss: 0.0311907 | Time: 2495.96 ms
[2022-04-11 15:41:15 main:574] : INFO : Epoch 1816 | loss: 0.03119 | val_loss: 0.031193 | Time: 2493.87 ms
[2022-04-11 15:41:18 main:574] : INFO : Epoch 1817 | loss: 0.0311901 | val_loss: 0.0311889 | Time: 2500.04 ms
[2022-04-11 15:41:20 main:574] : INFO : Epoch 1818 | loss: 0.0311865 | val_loss: 0.031186 | Time: 2497.26 ms
[2022-04-11 15:41:23 main:574] : INFO : Epoch 1819 | loss: 0.0311835 | val_loss: 0.0311853 | Time: 2497.13 ms
[2022-04-11 15:41:25 main:574] : INFO : Epoch 1820 | loss: 0.0311824 | val_loss: 0.0311838 | Time: 2491.53 ms
[2022-04-11 15:41:28 main:574] : INFO : Epoch 1821 | loss: 0.0311807 | val_loss: 0.0311851 | Time: 2492.51 ms
[2022-04-11 15:41:30 main:574] : INFO : Epoch 1822 | loss: 0.0311809 | val_loss: 0.0311839 | Time: 2499.43 ms
[2022-04-11 15:41:33 main:574] : INFO : Epoch 1823 | loss: 0.0311805 | val_loss: 0.0311818 | Time: 2498.29 ms
[2022-04-11 15:41:35 main:574] : INFO : Epoch 1824 | loss: 0.0311804 | val_loss: 0.0311814 | Time: 2491.51 ms
[2022-04-11 15:41:38 main:574] : INFO : Epoch 1825 | loss: 0.031181 | val_loss: 0.0311843 | Time: 2499.1 ms
[2022-04-11 15:41:41 main:574] : INFO : Epoch 1826 | loss: 0.0311837 | val_loss: 0.0311808 | Time: 2491.11 ms
[2022-04-11 15:41:43 main:574] : INFO : Epoch 1827 | loss: 0.0311812 | val_loss: 0.0311811 | Time: 2494.38 ms
[2022-04-11 15:41:46 main:574] : INFO : Epoch 1828 | loss: 0.0311807 | val_loss: 0.0311812 | Time: 2498.48 ms
[2022-04-11 15:41:48 main:574] : INFO : Epoch 1829 | loss: 0.031179 | val_loss: 0.0311794 | Time: 2499.5 ms
[2022-04-11 15:41:51 main:574] : INFO : Epoch 1830 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 2494.75 ms
[2022-04-11 15:41:53 main:574] : INFO : Epoch 1831 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 2491.93 ms
[2022-04-11 15:41:56 main:574] : INFO : Epoch 1832 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 2499.18 ms
[2022-04-11 15:41:58 main:574] : INFO : Epoch 1833 | loss: 0.0311803 | val_loss: 0.0311844 | Time: 2493.99 ms
[2022-04-11 15:42:01 main:574] : INFO : Epoch 1834 | loss: 0.0311821 | val_loss: 0.0311781 | Time: 2494.24 ms
[2022-04-11 15:42:03 main:574] : INFO : Epoch 1835 | loss: 0.0311811 | val_loss: 0.0311768 | Time: 2504.21 ms
[2022-04-11 15:42:06 main:574] : INFO : Epoch 1836 | loss: 0.031181 | val_loss: 0.0311764 | Time: 2480 ms
[2022-04-11 15:42:08 main:574] : INFO : Epoch 1837 | loss: 0.0311809 | val_loss: 0.0311817 | Time: 2495.45 ms
[2022-04-11 15:42:11 main:574] : INFO : Epoch 1838 | loss: 0.0311796 | val_loss: 0.0311763 | Time: 2497.61 ms
[2022-04-11 15:42:13 main:574] : INFO : Epoch 1839 | loss: 0.0311789 | val_loss: 0.0311763 | Time: 2486.63 ms
[2022-04-11 15:42:16 main:574] : INFO : Epoch 1840 | loss: 0.0311777 | val_loss: 0.0311784 | Time: 2493.22 ms
[2022-04-11 15:42:18 main:574] : INFO : Epoch 1841 | loss: 0.0311783 | val_loss: 0.031178 | Time: 2500.3 ms
[2022-04-11 15:42:21 main:574] : INFO : Epoch 1842 | loss: 0.0311763 | val_loss: 0.0311754 | Time: 2493.88 ms
[2022-04-11 15:42:24 main:574] : INFO : Epoch 1843 | loss: 0.0311781 | val_loss: 0.0311758 | Time: 2501.13 ms
[2022-04-11 15:42:26 main:574] : INFO : Epoch 1844 | loss: 0.0311766 | val_loss: 0.031184 | Time: 2491.05 ms
[2022-04-11 15:42:29 main:574] : INFO : Epoch 1845 | loss: 0.0311809 | val_loss: 0.031185 | Time: 2497.31 ms
[2022-04-11 15:42:31 main:574] : INFO : Epoch 1846 | loss: 0.0311787 | val_loss: 0.0311768 | Time: 2492.11 ms
[2022-04-11 15:42:34 main:574] : INFO : Epoch 1847 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 2493.12 ms
[2022-04-11 15:42:36 main:574] : INFO : Epoch 1848 | loss: 0.0311762 | val_loss: 0.0311762 | Time: 2493.2 ms
[2022-04-11 15:42:39 main:574] : INFO : Epoch 1849 | loss: 0.0311752 | val_loss: 0.0311779 | Time: 2500.01 ms
[2022-04-11 15:42:41 main:574] : INFO : Epoch 1850 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 2494.87 ms
[2022-04-11 15:42:44 main:574] : INFO : Epoch 1851 | loss: 0.0311755 | val_loss: 0.0311754 | Time: 2503.57 ms
[2022-04-11 15:42:46 main:574] : INFO : Epoch 1852 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 2492.1 ms
[2022-04-11 15:42:49 main:574] : INFO : Epoch 1853 | loss: 0.0311733 | val_loss: 0.0311772 | Time: 2501.49 ms
[2022-04-11 15:42:51 main:574] : INFO : Epoch 1854 | loss: 0.0311739 | val_loss: 0.0311759 | Time: 2497.85 ms
[2022-04-11 15:42:54 main:574] : INFO : Epoch 1855 | loss: 0.0311735 | val_loss: 0.0311758 | Time: 2493.03 ms
[2022-04-11 15:42:57 main:574] : INFO : Epoch 1856 | loss: 0.0311761 | val_loss: 0.0311773 | Time: 2492.4 ms
[2022-04-11 15:42:59 main:574] : INFO : Epoch 1857 | loss: 0.0311774 | val_loss: 0.0311777 | Time: 2500.13 ms
[2022-04-11 15:43:02 main:574] : INFO : Epoch 1858 | loss: 0.0311762 | val_loss: 0.0311762 | Time: 2500.65 ms
[2022-04-11 15:43:04 main:574] : INFO : Epoch 1859 | loss: 0.031175 | val_loss: 0.0311765 | Time: 2494.88 ms
[2022-04-11 15:43:07 main:574] : INFO : Epoch 1860 | loss: 0.0311744 | val_loss: 0.0311766 | Time: 2494.43 ms
[2022-04-11 15:43:09 main:574] : INFO : Epoch 1861 | loss: 0.0311755 | val_loss: 0.0311784 | Time: 2495.06 ms
[2022-04-11 15:43:12 main:574] : INFO : Epoch 1862 | loss: 0.0311737 | val_loss: 0.0311758 | Time: 2496.38 ms
[2022-04-11 15:43:14 main:574] : INFO : Epoch 1863 | loss: 0.0311721 | val_loss: 0.0311763 | Time: 2505.68 ms
[2022-04-11 15:43:17 main:574] : INFO : Epoch 1864 | loss: 0.031172 | val_loss: 0.0311774 | Time: 2496.49 ms
[2022-04-11 15:43:19 main:574] : INFO : Epoch 1865 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 2497.88 ms
[2022-04-11 15:43:22 main:574] : INFO : Epoch 1866 | loss: 0.0311795 | val_loss: 0.0311819 | Time: 2494.86 ms
[2022-04-11 15:43:24 main:574] : INFO : Epoch 1867 | loss: 0.0311755 | val_loss: 0.0311738 | Time: 2499.93 ms
[2022-04-11 15:43:27 main:574] : INFO : Epoch 1868 | loss: 0.0311736 | val_loss: 0.0311769 | Time: 2493.35 ms
[2022-04-11 15:43:29 main:574] : INFO : Epoch 1869 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 2502.99 ms
[2022-04-11 15:43:32 main:574] : INFO : Epoch 1870 | loss: 0.0311775 | val_loss: 0.0311766 | Time: 2488.81 ms
[2022-04-11 15:43:35 main:574] : INFO : Epoch 1871 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 2494.2 ms
[2022-04-11 15:43:37 main:574] : INFO : Epoch 1872 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 2496.56 ms
[2022-04-11 15:43:40 main:574] : INFO : Epoch 1873 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 2495.99 ms
[2022-04-11 15:43:42 main:574] : INFO : Epoch 1874 | loss: 0.0311758 | val_loss: 0.0311777 | Time: 2494.52 ms
[2022-04-11 15:43:45 main:574] : INFO : Epoch 1875 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 2494.23 ms
[2022-04-11 15:43:47 main:574] : INFO : Epoch 1876 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 2489.34 ms
[2022-04-11 15:43:50 main:574] : INFO : Epoch 1877 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 2498.49 ms
[2022-04-11 15:43:52 main:574] : INFO : Epoch 1878 | loss: 0.0311742 | val_loss: 0.0311782 | Time: 2491.2 ms
[2022-04-11 15:43:55 main:574] : INFO : Epoch 1879 | loss: 0.0311727 | val_loss: 0.0311766 | Time: 2495.68 ms
[2022-04-11 15:43:57 main:574] : INFO : Epoch 1880 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 2495.32 ms
[2022-04-11 15:44:00 main:574] : INFO : Epoch 1881 | loss: 0.0311731 | val_loss: 0.0311798 | Time: 2502.96 ms
[2022-04-11 15:44:02 main:574] : INFO : Epoch 1882 | loss: 0.031174 | val_loss: 0.0311797 | Time: 2495.7 ms
[2022-04-11 15:44:05 main:574] : INFO : Epoch 1883 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 2490.45 ms
[2022-04-11 15:44:08 main:574] : INFO : Epoch 1884 | loss: 0.0311717 | val_loss: 0.0311768 | Time: 2496.31 ms
[2022-04-11 15:44:10 main:574] : INFO : Epoch 1885 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 2499.23 ms
[2022-04-11 15:44:13 main:574] : INFO : Epoch 1886 | loss: 0.0311742 | val_loss: 0.0311784 | Time: 2493.99 ms
[2022-04-11 15:44:15 main:574] : INFO : Epoch 1887 | loss: 0.0311768 | val_loss: 0.0311798 | Time: 2498.43 ms
[2022-04-11 15:44:18 main:574] : INFO : Epoch 1888 | loss: 0.0311768 | val_loss: 0.0311767 | Time: 2490.37 ms
[2022-04-11 15:44:20 main:574] : INFO : Epoch 1889 | loss: 0.031178 | val_loss: 0.031177 | Time: 2501.26 ms
[2022-04-11 15:44:23 main:574] : INFO : Epoch 1890 | loss: 0.0311734 | val_loss: 0.0311753 | Time: 2498.97 ms
[2022-04-11 15:44:25 main:574] : INFO : Epoch 1891 | loss: 0.0311724 | val_loss: 0.0311772 | Time: 2498.36 ms
[2022-04-11 15:44:28 main:574] : INFO : Epoch 1892 | loss: 0.0311713 | val_loss: 0.0311772 | Time: 2493.05 ms
[2022-04-11 15:44:30 main:574] : INFO : Epoch 1893 | loss: 0.0311721 | val_loss: 0.0311777 | Time: 2503.81 ms
[2022-04-11 15:44:33 main:574] : INFO : Epoch 1894 | loss: 0.0311713 | val_loss: 0.0311758 | Time: 2497.23 ms
[2022-04-11 15:44:35 main:574] : INFO : Epoch 1895 | loss: 0.0311715 | val_loss: 0.0311757 | Time: 2494.46 ms
[2022-04-11 15:44:38 main:574] : INFO : Epoch 1896 | loss: 0.031171 | val_loss: 0.0311816 | Time: 2493.62 ms
[2022-04-11 15:44:40 main:574] : INFO : Epoch 1897 | loss: 0.0311714 | val_loss: 0.0311805 | Time: 2501.69 ms
[2022-04-11 15:44:43 main:574] : INFO : Epoch 1898 | loss: 0.0311714 | val_loss: 0.0311773 | Time: 2498.31 ms
[2022-04-11 15:44:46 main:574] : INFO : Epoch 1899 | loss: 0.0311695 | val_loss: 0.0311751 | Time: 2501.54 ms
[2022-04-11 15:44:48 main:574] : INFO : Epoch 1900 | loss: 0.0311695 | val_loss: 0.0311753 | Time: 2491.57 ms
[2022-04-11 15:44:51 main:574] : INFO : Epoch 1901 | loss: 0.0311689 | val_loss: 0.0311753 | Time: 2498 ms
[2022-04-11 15:44:53 main:574] : INFO : Epoch 1902 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 2499.73 ms
[2022-04-11 15:44:56 main:574] : INFO : Epoch 1903 | loss: 0.0311685 | val_loss: 0.0311745 | Time: 2500.5 ms
[2022-04-11 15:44:58 main:574] : INFO : Epoch 1904 | loss: 0.0311679 | val_loss: 0.0311749 | Time: 2491.79 ms
[2022-04-11 15:45:01 main:574] : INFO : Epoch 1905 | loss: 0.0311681 | val_loss: 0.0311749 | Time: 2501.61 ms
[2022-04-11 15:45:03 main:574] : INFO : Epoch 1906 | loss: 0.0311691 | val_loss: 0.0311762 | Time: 2493.73 ms
[2022-04-11 15:45:06 main:574] : INFO : Epoch 1907 | loss: 0.0311684 | val_loss: 0.0311764 | Time: 2496.26 ms
[2022-04-11 15:45:08 main:574] : INFO : Epoch 1908 | loss: 0.0311688 | val_loss: 0.031179 | Time: 2493.45 ms
[2022-04-11 15:45:11 main:574] : INFO : Epoch 1909 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 2496.35 ms
[2022-04-11 15:45:14 main:574] : INFO : Epoch 1910 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 2492.84 ms
[2022-04-11 15:45:16 main:574] : INFO : Epoch 1911 | loss: 0.0311685 | val_loss: 0.0311749 | Time: 2489.63 ms
[2022-04-11 15:45:19 main:574] : INFO : Epoch 1912 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 2492.94 ms
[2022-04-11 15:45:21 main:574] : INFO : Epoch 1913 | loss: 0.031167 | val_loss: 0.0311752 | Time: 2495.87 ms
[2022-04-11 15:45:24 main:574] : INFO : Epoch 1914 | loss: 0.0311708 | val_loss: 0.0311761 | Time: 2494.83 ms
[2022-04-11 15:45:26 main:574] : INFO : Epoch 1915 | loss: 0.0311699 | val_loss: 0.031178 | Time: 2492.02 ms
[2022-04-11 15:45:29 main:574] : INFO : Epoch 1916 | loss: 0.031169 | val_loss: 0.0311779 | Time: 2489.15 ms
[2022-04-11 15:45:31 main:574] : INFO : Epoch 1917 | loss: 0.0311676 | val_loss: 0.0311778 | Time: 2498.91 ms
[2022-04-11 15:45:34 main:574] : INFO : Epoch 1918 | loss: 0.0311695 | val_loss: 0.0311784 | Time: 2494.16 ms
[2022-04-11 15:45:37 main:574] : INFO : Epoch 1919 | loss: 0.0311723 | val_loss: 0.031186 | Time: 2490.27 ms
[2022-04-11 15:45:39 main:574] : INFO : Epoch 1920 | loss: 0.031183 | val_loss: 0.0311972 | Time: 2497.39 ms
[2022-04-11 15:45:42 main:574] : INFO : Epoch 1921 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 2497.01 ms
[2022-04-11 15:45:44 main:574] : INFO : Epoch 1922 | loss: 0.0311679 | val_loss: 0.0311766 | Time: 2493.8 ms
[2022-04-11 15:45:47 main:574] : INFO : Epoch 1923 | loss: 0.0311675 | val_loss: 0.0311757 | Time: 2496.04 ms
[2022-04-11 15:45:49 main:574] : INFO : Epoch 1924 | loss: 0.0311706 | val_loss: 0.031176 | Time: 2491.94 ms
[2022-04-11 15:45:52 main:574] : INFO : Epoch 1925 | loss: 0.0311699 | val_loss: 0.0311792 | Time: 2496.01 ms
[2022-04-11 15:45:54 main:574] : INFO : Epoch 1926 | loss: 0.0311729 | val_loss: 0.0311751 | Time: 2494.01 ms
[2022-04-11 15:45:57 main:574] : INFO : Epoch 1927 | loss: 0.0311715 | val_loss: 0.0311743 | Time: 2494.07 ms
[2022-04-11 15:45:59 main:574] : INFO : Epoch 1928 | loss: 0.0311713 | val_loss: 0.0311734 | Time: 2484.71 ms
[2022-04-11 15:46:02 main:574] : INFO : Epoch 1929 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 2492.48 ms
[2022-04-11 15:46:04 main:574] : INFO : Epoch 1930 | loss: 0.0311725 | val_loss: 0.0311765 | Time: 2497.64 ms
[2022-04-11 15:46:07 main:574] : INFO : Epoch 1931 | loss: 0.0311718 | val_loss: 0.0311727 | Time: 2489.41 ms
[2022-04-11 15:46:09 main:574] : INFO : Epoch 1932 | loss: 0.0311714 | val_loss: 0.0311741 | Time: 2498.53 ms
[2022-04-11 15:46:12 main:574] : INFO : Epoch 1933 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 2496.89 ms
[2022-04-11 15:46:14 main:574] : INFO : Epoch 1934 | loss: 0.0311696 | val_loss: 0.0311745 | Time: 2508.44 ms
[2022-04-11 15:46:17 main:574] : INFO : Epoch 1935 | loss: 0.0311691 | val_loss: 0.031176 | Time: 2493.87 ms
[2022-04-11 15:46:20 main:574] : INFO : Epoch 1936 | loss: 0.0311697 | val_loss: 0.0311737 | Time: 2492.3 ms
[2022-04-11 15:46:22 main:574] : INFO : Epoch 1937 | loss: 0.0311679 | val_loss: 0.0311764 | Time: 2495.3 ms
[2022-04-11 15:46:25 main:574] : INFO : Epoch 1938 | loss: 0.0311685 | val_loss: 0.0311748 | Time: 2496.72 ms
[2022-04-11 15:46:27 main:574] : INFO : Epoch 1939 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 2491.26 ms
[2022-04-11 15:46:30 main:574] : INFO : Epoch 1940 | loss: 0.0311681 | val_loss: 0.0311744 | Time: 2493.88 ms
[2022-04-11 15:46:32 main:574] : INFO : Epoch 1941 | loss: 0.031167 | val_loss: 0.0311762 | Time: 2497.52 ms
[2022-04-11 15:46:35 main:574] : INFO : Epoch 1942 | loss: 0.0311665 | val_loss: 0.0311747 | Time: 2487.43 ms
[2022-04-11 15:46:37 main:574] : INFO : Epoch 1943 | loss: 0.0311664 | val_loss: 0.0311741 | Time: 2497.31 ms
[2022-04-11 15:46:40 main:574] : INFO : Epoch 1944 | loss: 0.0311665 | val_loss: 0.0311735 | Time: 2491.47 ms
[2022-04-11 15:46:42 main:574] : INFO : Epoch 1945 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 2489.3 ms
[2022-04-11 15:46:45 main:574] : INFO : Epoch 1946 | loss: 0.0311663 | val_loss: 0.031176 | Time: 2498.15 ms
[2022-04-11 15:46:47 main:574] : INFO : Epoch 1947 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 2490.22 ms
[2022-04-11 15:46:50 main:574] : INFO : Epoch 1948 | loss: 0.0311783 | val_loss: 0.0311769 | Time: 2495.15 ms
[2022-04-11 15:46:53 main:574] : INFO : Epoch 1949 | loss: 0.0311763 | val_loss: 0.0311777 | Time: 2498.15 ms
[2022-04-11 15:46:55 main:574] : INFO : Epoch 1950 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 2495.38 ms
[2022-04-11 15:46:58 main:574] : INFO : Epoch 1951 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 2492.65 ms
[2022-04-11 15:47:00 main:574] : INFO : Epoch 1952 | loss: 0.031173 | val_loss: 0.031178 | Time: 2490.55 ms
[2022-04-11 15:47:03 main:574] : INFO : Epoch 1953 | loss: 0.0311727 | val_loss: 0.0311762 | Time: 2504 ms
[2022-04-11 15:47:05 main:574] : INFO : Epoch 1954 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 2492.54 ms
[2022-04-11 15:47:08 main:574] : INFO : Epoch 1955 | loss: 0.031173 | val_loss: 0.0311756 | Time: 2494.44 ms
[2022-04-11 15:47:10 main:574] : INFO : Epoch 1956 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 2488.41 ms
[2022-04-11 15:47:13 main:574] : INFO : Epoch 1957 | loss: 0.0311714 | val_loss: 0.0311766 | Time: 2504.03 ms
[2022-04-11 15:47:15 main:574] : INFO : Epoch 1958 | loss: 0.0311714 | val_loss: 0.0311773 | Time: 2502.28 ms
[2022-04-11 15:47:18 main:574] : INFO : Epoch 1959 | loss: 0.0311706 | val_loss: 0.031176 | Time: 2484.92 ms
[2022-04-11 15:47:20 main:574] : INFO : Epoch 1960 | loss: 0.0311713 | val_loss: 0.0311736 | Time: 2488.96 ms
[2022-04-11 15:47:23 main:574] : INFO : Epoch 1961 | loss: 0.0311719 | val_loss: 0.031174 | Time: 2494.43 ms
[2022-04-11 15:47:25 main:574] : INFO : Epoch 1962 | loss: 0.0311723 | val_loss: 0.0311858 | Time: 2499.63 ms
[2022-04-11 15:47:28 main:574] : INFO : Epoch 1963 | loss: 0.0311726 | val_loss: 0.0311755 | Time: 2489.75 ms
[2022-04-11 15:47:31 main:574] : INFO : Epoch 1964 | loss: 0.031173 | val_loss: 0.0311811 | Time: 2488.55 ms
[2022-04-11 15:47:33 main:574] : INFO : Epoch 1965 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 2497.89 ms
[2022-04-11 15:47:36 main:574] : INFO : Epoch 1966 | loss: 0.0311735 | val_loss: 0.0311779 | Time: 2497.9 ms
[2022-04-11 15:47:38 main:574] : INFO : Epoch 1967 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 2492.75 ms
[2022-04-11 15:47:41 main:574] : INFO : Epoch 1968 | loss: 0.031175 | val_loss: 0.0311817 | Time: 2489.78 ms
[2022-04-11 15:47:43 main:574] : INFO : Epoch 1969 | loss: 0.0311732 | val_loss: 0.0311802 | Time: 2494.49 ms
[2022-04-11 15:47:46 main:574] : INFO : Epoch 1970 | loss: 0.0311745 | val_loss: 0.031177 | Time: 2497.2 ms
[2022-04-11 15:47:48 main:574] : INFO : Epoch 1971 | loss: 0.0311763 | val_loss: 0.031177 | Time: 2492.88 ms
[2022-04-11 15:47:51 main:574] : INFO : Epoch 1972 | loss: 0.031176 | val_loss: 0.0311745 | Time: 2495.86 ms
[2022-04-11 15:47:53 main:574] : INFO : Epoch 1973 | loss: 0.0311737 | val_loss: 0.0311738 | Time: 2497.31 ms
[2022-04-11 15:47:56 main:574] : INFO : Epoch 1974 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 2493.85 ms
[2022-04-11 15:47:58 main:574] : INFO : Epoch 1975 | loss: 0.0311778 | val_loss: 0.0311776 | Time: 2492.28 ms
[2022-04-11 15:48:01 main:574] : INFO : Epoch 1976 | loss: 0.0311774 | val_loss: 0.031177 | Time: 2490.25 ms
[2022-04-11 15:48:03 main:574] : INFO : Epoch 1977 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 2495.8 ms
[2022-04-11 15:48:06 main:574] : INFO : Epoch 1978 | loss: 0.0311758 | val_loss: 0.0311787 | Time: 2488.41 ms
[2022-04-11 15:48:09 main:574] : INFO : Epoch 1979 | loss: 0.031175 | val_loss: 0.0311826 | Time: 2495.21 ms
[2022-04-11 15:48:11 main:574] : INFO : Epoch 1980 | loss: 0.0311748 | val_loss: 0.0311777 | Time: 2495.65 ms
[2022-04-11 15:48:14 main:574] : INFO : Epoch 1981 | loss: 0.0311751 | val_loss: 0.0311767 | Time: 2492.31 ms
[2022-04-11 15:48:16 main:574] : INFO : Epoch 1982 | loss: 0.0311743 | val_loss: 0.031176 | Time: 2488.69 ms
[2022-04-11 15:48:19 main:574] : INFO : Epoch 1983 | loss: 0.0311862 | val_loss: 0.0311944 | Time: 2501.1 ms
[2022-04-11 15:48:21 main:574] : INFO : Epoch 1984 | loss: 0.0312198 | val_loss: 0.0312443 | Time: 2492.54 ms
[2022-04-11 15:48:24 main:574] : INFO : Epoch 1985 | loss: 0.0316902 | val_loss: 0.0419783 | Time: 2496.62 ms
[2022-04-11 15:48:26 main:574] : INFO : Epoch 1986 | loss: 0.0336184 | val_loss: 0.0323784 | Time: 2491.28 ms
[2022-04-11 15:48:29 main:574] : INFO : Epoch 1987 | loss: 0.0315675 | val_loss: 0.0313135 | Time: 2494.16 ms
[2022-04-11 15:48:31 main:574] : INFO : Epoch 1988 | loss: 0.0312965 | val_loss: 0.0312563 | Time: 2494.62 ms
[2022-04-11 15:48:34 main:574] : INFO : Epoch 1989 | loss: 0.0312478 | val_loss: 0.0312383 | Time: 2499.3 ms
[2022-04-11 15:48:36 main:574] : INFO : Epoch 1990 | loss: 0.0312337 | val_loss: 0.031228 | Time: 2497.8 ms
[2022-04-11 15:48:39 main:574] : INFO : Epoch 1991 | loss: 0.0312258 | val_loss: 0.0312221 | Time: 2489.92 ms
[2022-04-11 15:48:41 main:574] : INFO : Epoch 1992 | loss: 0.0312227 | val_loss: 0.0312222 | Time: 2494.43 ms
[2022-04-11 15:48:44 main:574] : INFO : Epoch 1993 | loss: 0.0312204 | val_loss: 0.0312173 | Time: 2492.53 ms
[2022-04-11 15:48:47 main:574] : INFO : Epoch 1994 | loss: 0.0312196 | val_loss: 0.0312172 | Time: 2491.7 ms
[2022-04-11 15:48:49 main:574] : INFO : Epoch 1995 | loss: 0.0312173 | val_loss: 0.0312173 | Time: 2494.18 ms
[2022-04-11 15:48:52 main:574] : INFO : Epoch 1996 | loss: 0.0312157 | val_loss: 0.0312151 | Time: 2490.05 ms
[2022-04-11 15:48:54 main:574] : INFO : Epoch 1997 | loss: 0.0312185 | val_loss: 0.031216 | Time: 2498.78 ms
[2022-04-11 15:48:57 main:574] : INFO : Epoch 1998 | loss: 0.031219 | val_loss: 0.031217 | Time: 2501.12 ms
[2022-04-11 15:48:59 main:574] : INFO : Epoch 1999 | loss: 0.0312151 | val_loss: 0.0312106 | Time: 2488.69 ms
[2022-04-11 15:49:02 main:574] : INFO : Epoch 2000 | loss: 0.0312124 | val_loss: 0.0312109 | Time: 2488.56 ms
[2022-04-11 15:49:04 main:574] : INFO : Epoch 2001 | loss: 0.0312146 | val_loss: 0.0312106 | Time: 2492.21 ms
[2022-04-11 15:49:07 main:574] : INFO : Epoch 2002 | loss: 0.0312135 | val_loss: 0.031211 | Time: 2489.39 ms
[2022-04-11 15:49:09 main:574] : INFO : Epoch 2003 | loss: 0.0312121 | val_loss: 0.0312121 | Time: 2497.69 ms
[2022-04-11 15:49:12 main:574] : INFO : Epoch 2004 | loss: 0.0312111 | val_loss: 0.0312086 | Time: 2488.67 ms
[2022-04-11 15:49:14 main:574] : INFO : Epoch 2005 | loss: 0.0312082 | val_loss: 0.0312093 | Time: 2491.3 ms
[2022-04-11 15:49:17 main:574] : INFO : Epoch 2006 | loss: 0.0312071 | val_loss: 0.0312086 | Time: 2496.2 ms
[2022-04-11 15:49:20 main:574] : INFO : Epoch 2007 | loss: 0.0312085 | val_loss: 0.0312159 | Time: 2487.19 ms
[2022-04-11 15:49:22 main:574] : INFO : Epoch 2008 | loss: 0.0312091 | val_loss: 0.0312024 | Time: 2484.28 ms
[2022-04-11 15:49:25 main:574] : INFO : Epoch 2009 | loss: 0.0312022 | val_loss: 0.0312035 | Time: 2496.73 ms
[2022-04-11 15:49:27 main:574] : INFO : Epoch 2010 | loss: 0.0312004 | val_loss: 0.0311985 | Time: 2493.74 ms
[2022-04-11 15:49:30 main:574] : INFO : Epoch 2011 | loss: 0.0311989 | val_loss: 0.0311992 | Time: 2490.06 ms
[2022-04-11 15:49:32 main:574] : INFO : Epoch 2012 | loss: 0.0311988 | val_loss: 0.031198 | Time: 2493.91 ms
[2022-04-11 15:49:35 main:574] : INFO : Epoch 2013 | loss: 0.0311971 | val_loss: 0.0311984 | Time: 2498.27 ms
[2022-04-11 15:49:37 main:574] : INFO : Epoch 2014 | loss: 0.0312 | val_loss: 0.0312009 | Time: 2491.75 ms
[2022-04-11 15:49:40 main:574] : INFO : Epoch 2015 | loss: 0.0312007 | val_loss: 0.0311972 | Time: 2495.45 ms
[2022-04-11 15:49:42 main:574] : INFO : Epoch 2016 | loss: 0.0311954 | val_loss: 0.0311951 | Time: 2496.31 ms
[2022-04-11 15:49:45 main:574] : INFO : Epoch 2017 | loss: 0.0311944 | val_loss: 0.0311991 | Time: 2493.48 ms
[2022-04-11 15:49:47 main:574] : INFO : Epoch 2018 | loss: 0.0311952 | val_loss: 0.0311957 | Time: 2491.41 ms
[2022-04-11 15:49:50 main:574] : INFO : Epoch 2019 | loss: 0.0311937 | val_loss: 0.0311955 | Time: 2490.54 ms
[2022-04-11 15:49:52 main:574] : INFO : Epoch 2020 | loss: 0.0311958 | val_loss: 0.0311951 | Time: 2492.17 ms
[2022-04-11 15:49:55 main:574] : INFO : Epoch 2021 | loss: 0.0311952 | val_loss: 0.0311984 | Time: 2503.75 ms
[2022-04-11 15:49:57 main:574] : INFO : Epoch 2022 | loss: 0.0311959 | val_loss: 0.031196 | Time: 2488.9 ms
[2022-04-11 15:50:00 main:574] : INFO : Epoch 2023 | loss: 0.0311933 | val_loss: 0.0311964 | Time: 2491.6 ms
[2022-04-11 15:50:03 main:574] : INFO : Epoch 2024 | loss: 0.0311974 | val_loss: 0.0311991 | Time: 2493.03 ms
[2022-04-11 15:50:05 main:574] : INFO : Epoch 2025 | loss: 0.0311984 | val_loss: 0.0312031 | Time: 2497.3 ms
[2022-04-11 15:50:08 main:574] : INFO : Epoch 2026 | loss: 0.0311956 | val_loss: 0.031198 | Time: 2498.7 ms
[2022-04-11 15:50:10 main:574] : INFO : Epoch 2027 | loss: 0.0311935 | val_loss: 0.0311961 | Time: 2493.16 ms
[2022-04-11 15:50:13 main:574] : INFO : Epoch 2028 | loss: 0.0311952 | val_loss: 0.0311973 | Time: 2488.38 ms
[2022-04-11 15:50:15 main:574] : INFO : Epoch 2029 | loss: 0.0311968 | val_loss: 0.0311979 | Time: 2497.86 ms
[2022-04-11 15:50:18 main:574] : INFO : Epoch 2030 | loss: 0.0311941 | val_loss: 0.0311934 | Time: 2493.02 ms
[2022-04-11 15:50:20 main:574] : INFO : Epoch 2031 | loss: 0.0311963 | val_loss: 0.0311975 | Time: 2489.12 ms
[2022-04-11 15:50:23 main:574] : INFO : Epoch 2032 | loss: 0.0311932 | val_loss: 0.0311921 | Time: 2484.32 ms
[2022-04-11 15:50:25 main:574] : INFO : Epoch 2033 | loss: 0.0311929 | val_loss: 0.0311947 | Time: 2500.57 ms
[2022-04-11 15:50:28 main:574] : INFO : Epoch 2034 | loss: 0.0311918 | val_loss: 0.031195 | Time: 2492.91 ms
[2022-04-11 15:50:30 main:574] : INFO : Epoch 2035 | loss: 0.0311935 | val_loss: 0.0311964 | Time: 2492.2 ms
[2022-04-11 15:50:33 main:574] : INFO : Epoch 2036 | loss: 0.0311935 | val_loss: 0.0311934 | Time: 2496.46 ms
[2022-04-11 15:50:35 main:574] : INFO : Epoch 2037 | loss: 0.0311925 | val_loss: 0.0311941 | Time: 2495.65 ms
[2022-04-11 15:50:38 main:574] : INFO : Epoch 2038 | loss: 0.0311914 | val_loss: 0.0311921 | Time: 2488.8 ms
[2022-04-11 15:50:41 main:574] : INFO : Epoch 2039 | loss: 0.0311921 | val_loss: 0.0311928 | Time: 2494.88 ms
[2022-04-11 15:50:43 main:574] : INFO : Epoch 2040 | loss: 0.0311924 | val_loss: 0.0311917 | Time: 2491.93 ms
[2022-04-11 15:50:46 main:574] : INFO : Epoch 2041 | loss: 0.0311922 | val_loss: 0.0311902 | Time: 2495.95 ms
[2022-04-11 15:50:48 main:574] : INFO : Epoch 2042 | loss: 0.031191 | val_loss: 0.0311896 | Time: 2492.39 ms
[2022-04-11 15:50:51 main:574] : INFO : Epoch 2043 | loss: 0.0311898 | val_loss: 0.0311909 | Time: 2498.97 ms
[2022-04-11 15:50:53 main:574] : INFO : Epoch 2044 | loss: 0.0311903 | val_loss: 0.0311885 | Time: 2500.75 ms
[2022-04-11 15:50:56 main:574] : INFO : Epoch 2045 | loss: 0.0311924 | val_loss: 0.0311914 | Time: 2493 ms
[2022-04-11 15:50:58 main:574] : INFO : Epoch 2046 | loss: 0.0311941 | val_loss: 0.0311976 | Time: 2496.06 ms
[2022-04-11 15:51:01 main:574] : INFO : Epoch 2047 | loss: 0.0311932 | val_loss: 0.0311915 | Time: 2493.9 ms
[2022-04-11 15:51:03 main:574] : INFO : Epoch 2048 | loss: 0.0311925 | val_loss: 0.0311944 | Time: 2493.93 ms
[2022-04-11 15:51:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311944
[2022-04-11 15:51:03 main:603] : INFO : Saving end state to config to file
[2022-04-11 15:51:04 main:608] : INFO : Success, exiting..
15:51:04 (6648): 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)