Task 7715058
| Name | ParityModified-1631735452-10842-1_2 |
| Workunit | 5190697 |
| Created | 30 Sep 2021, 9:05:32 UTC |
| Sent | 30 Sep 2021, 15:26:04 UTC |
| Report deadline | 7 Oct 2021, 15:26:04 UTC |
| Received | 2 Oct 2021, 6:20:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 55 min 24 sec |
| CPU time | 55 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311544 | val_loss: 0.0311945 | Time: 1644.32 ms
[2021-10-02 02:06:41 main:581] : INFO : Epoch 1539 | loss: 0.0311539 | val_loss: 0.0311883 | Time: 1652.38 ms
[2021-10-02 02:06:43 main:581] : INFO : Epoch 1540 | loss: 0.0311516 | val_loss: 0.0311889 | Time: 1621.88 ms
[2021-10-02 02:06:44 main:581] : INFO : Epoch 1541 | loss: 0.0311504 | val_loss: 0.0311959 | Time: 1631.97 ms
[2021-10-02 02:06:46 main:581] : INFO : Epoch 1542 | loss: 0.0311567 | val_loss: 0.0311864 | Time: 1641.99 ms
[2021-10-02 02:06:48 main:581] : INFO : Epoch 1543 | loss: 0.0311625 | val_loss: 0.0311842 | Time: 1632.28 ms
[2021-10-02 02:06:49 main:581] : INFO : Epoch 1544 | loss: 0.0311588 | val_loss: 0.0311851 | Time: 1636.34 ms
[2021-10-02 02:06:51 main:581] : INFO : Epoch 1545 | loss: 0.0311558 | val_loss: 0.0311866 | Time: 1642.11 ms
[2021-10-02 02:06:53 main:581] : INFO : Epoch 1546 | loss: 0.0311577 | val_loss: 0.0311887 | Time: 1638.6 ms
[2021-10-02 02:06:54 main:581] : INFO : Epoch 1547 | loss: 0.0311661 | val_loss: 0.0311871 | Time: 1625.83 ms
[2021-10-02 02:06:56 main:581] : INFO : Epoch 1548 | loss: 0.031173 | val_loss: 0.0311849 | Time: 1651.82 ms
[2021-10-02 02:06:58 main:581] : INFO : Epoch 1549 | loss: 0.0311718 | val_loss: 0.0311848 | Time: 1608.88 ms
[2021-10-02 02:06:59 main:581] : INFO : Epoch 1550 | loss: 0.0311819 | val_loss: 0.0311857 | Time: 1595.59 ms
[2021-10-02 02:07:01 main:581] : INFO : Epoch 1551 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 1624.97 ms
[2021-10-02 02:07:02 main:581] : INFO : Epoch 1552 | loss: 0.0311753 | val_loss: 0.0311813 | Time: 1612.32 ms
[2021-10-02 02:07:04 main:581] : INFO : Epoch 1553 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 1597.97 ms
[2021-10-02 02:07:06 main:581] : INFO : Epoch 1554 | loss: 0.0311707 | val_loss: 0.0311823 | Time: 1600 ms
[2021-10-02 02:07:07 main:581] : INFO : Epoch 1555 | loss: 0.0311695 | val_loss: 0.0311807 | Time: 1587.29 ms
[2021-10-02 02:07:09 main:581] : INFO : Epoch 1556 | loss: 0.0311669 | val_loss: 0.0311808 | Time: 1614.95 ms
[2021-10-02 02:07:10 main:581] : INFO : Epoch 1557 | loss: 0.0311661 | val_loss: 0.0311818 | Time: 1626.02 ms
[2021-10-02 02:07:12 main:581] : INFO : Epoch 1558 | loss: 0.031166 | val_loss: 0.0311854 | Time: 1622.78 ms
[2021-10-02 02:07:14 main:581] : INFO : Epoch 1559 | loss: 0.0311659 | val_loss: 0.03118 | Time: 1631.6 ms
[2021-10-02 02:07:15 main:581] : INFO : Epoch 1560 | loss: 0.0311659 | val_loss: 0.0311838 | Time: 1616.54 ms
[2021-10-02 02:07:17 main:581] : INFO : Epoch 1561 | loss: 0.0311645 | val_loss: 0.0311834 | Time: 1603.46 ms
[2021-10-02 02:07:19 main:581] : INFO : Epoch 1562 | loss: 0.0311654 | val_loss: 0.0311846 | Time: 1614.26 ms
[2021-10-02 02:07:20 main:581] : INFO : Epoch 1563 | loss: 0.0311655 | val_loss: 0.0311837 | Time: 1600.1 ms
[2021-10-02 02:07:22 main:581] : INFO : Epoch 1564 | loss: 0.0311727 | val_loss: 0.0311815 | Time: 1605.94 ms
[2021-10-02 02:07:23 main:581] : INFO : Epoch 1565 | loss: 0.0311767 | val_loss: 0.0311784 | Time: 1620.62 ms
[2021-10-02 02:07:25 main:581] : INFO : Epoch 1566 | loss: 0.0311738 | val_loss: 0.0311795 | Time: 1625.31 ms
[2021-10-02 02:07:27 main:581] : INFO : Epoch 1567 | loss: 0.0311709 | val_loss: 0.0311799 | Time: 1607.52 ms
[2021-10-02 02:07:28 main:581] : INFO : Epoch 1568 | loss: 0.0311702 | val_loss: 0.0311794 | Time: 1616.68 ms
[2021-10-02 02:07:30 main:581] : INFO : Epoch 1569 | loss: 0.0311682 | val_loss: 0.0311801 | Time: 1624.28 ms
[2021-10-02 02:07:31 main:581] : INFO : Epoch 1570 | loss: 0.0311688 | val_loss: 0.0311783 | Time: 1627.47 ms
[2021-10-02 02:07:33 main:581] : INFO : Epoch 1571 | loss: 0.0311667 | val_loss: 0.0311786 | Time: 1618.32 ms
[2021-10-02 02:07:35 main:581] : INFO : Epoch 1572 | loss: 0.0311666 | val_loss: 0.0311797 | Time: 1602.29 ms
[2021-10-02 02:07:36 main:581] : INFO : Epoch 1573 | loss: 0.0311676 | val_loss: 0.0311818 | Time: 1612.02 ms
[2021-10-02 02:07:38 main:581] : INFO : Epoch 1574 | loss: 0.0311649 | val_loss: 0.0311822 | Time: 1616.53 ms
[2021-10-02 02:07:40 main:581] : INFO : Epoch 1575 | loss: 0.0311638 | val_loss: 0.0311802 | Time: 1632.46 ms
[2021-10-02 02:07:41 main:581] : INFO : Epoch 1576 | loss: 0.0311631 | val_loss: 0.031178 | Time: 1601.78 ms
[2021-10-02 02:07:43 main:581] : INFO : Epoch 1577 | loss: 0.0311638 | val_loss: 0.0311795 | Time: 1611.98 ms
[2021-10-02 02:07:44 main:581] : INFO : Epoch 1578 | loss: 0.0311636 | val_loss: 0.0311783 | Time: 1638.27 ms
[2021-10-02 02:07:46 main:581] : INFO : Epoch 1579 | loss: 0.0311644 | val_loss: 0.0311792 | Time: 1608.89 ms
[2021-10-02 02:07:48 main:581] : INFO : Epoch 1580 | loss: 0.0311608 | val_loss: 0.0311821 | Time: 1605.01 ms
[2021-10-02 02:07:49 main:581] : INFO : Epoch 1581 | loss: 0.0311626 | val_loss: 0.0311828 | Time: 1590.33 ms
[2021-10-02 02:07:51 main:581] : INFO : Epoch 1582 | loss: 0.0311614 | val_loss: 0.0311809 | Time: 1596.51 ms
[2021-10-02 02:07:52 main:581] : INFO : Epoch 1583 | loss: 0.0311597 | val_loss: 0.0311814 | Time: 1604.05 ms
[2021-10-02 02:07:54 main:581] : INFO : Epoch 1584 | loss: 0.0311593 | val_loss: 0.0311835 | Time: 1598.99 ms
[2021-10-02 02:07:56 main:581] : INFO : Epoch 1585 | loss: 0.0311588 | val_loss: 0.0311794 | Time: 1605.44 ms
[2021-10-02 02:07:57 main:581] : INFO : Epoch 1586 | loss: 0.0311608 | val_loss: 0.0311788 | Time: 1585.13 ms
[2021-10-02 02:07:59 main:581] : INFO : Epoch 1587 | loss: 0.0311588 | val_loss: 0.0311811 | Time: 1583.06 ms
[2021-10-02 02:08:00 main:581] : INFO : Epoch 1588 | loss: 0.0311588 | val_loss: 0.0311823 | Time: 1601.86 ms
[2021-10-02 02:08:02 main:581] : INFO : Epoch 1589 | loss: 0.0311592 | val_loss: 0.0311822 | Time: 1606.34 ms
[2021-10-02 02:08:04 main:581] : INFO : Epoch 1590 | loss: 0.0311618 | val_loss: 0.0311906 | Time: 1592.46 ms
[2021-10-02 02:08:05 main:581] : INFO : Epoch 1591 | loss: 0.0311643 | val_loss: 0.0311831 | Time: 1579.93 ms
[2021-10-02 02:08:07 main:581] : INFO : Epoch 1592 | loss: 0.0311582 | val_loss: 0.0311823 | Time: 1585.84 ms
[2021-10-02 02:08:08 main:581] : INFO : Epoch 1593 | loss: 0.0311565 | val_loss: 0.0311809 | Time: 1593.17 ms
[2021-10-02 02:08:10 main:581] : INFO : Epoch 1594 | loss: 0.0311546 | val_loss: 0.0311827 | Time: 1603.83 ms
[2021-10-02 02:08:12 main:581] : INFO : Epoch 1595 | loss: 0.0311547 | val_loss: 0.0311805 | Time: 1613.33 ms
[2021-10-02 02:08:13 main:581] : INFO : Epoch 1596 | loss: 0.0311555 | val_loss: 0.0311822 | Time: 1591.17 ms
[2021-10-02 02:08:15 main:581] : INFO : Epoch 1597 | loss: 0.0311551 | val_loss: 0.0311782 | Time: 1621.54 ms
[2021-10-02 02:08:16 main:581] : INFO : Epoch 1598 | loss: 0.0311538 | val_loss: 0.0311833 | Time: 1616.8 ms
[2021-10-02 02:08:18 main:581] : INFO : Epoch 1599 | loss: 0.0311531 | val_loss: 0.0311831 | Time: 1603.53 ms
[2021-10-02 02:08:20 main:581] : INFO : Epoch 1600 | loss: 0.0311557 | val_loss: 0.0311842 | Time: 1608.77 ms
[2021-10-02 02:08:21 main:581] : INFO : Epoch 1601 | loss: 0.0311559 | val_loss: 0.0311799 | Time: 1604.72 ms
[2021-10-02 02:08:23 main:581] : INFO : Epoch 1602 | loss: 0.0311547 | val_loss: 0.0311837 | Time: 1650.37 ms
[2021-10-02 02:08:24 main:581] : INFO : Epoch 1603 | loss: 0.0311556 | val_loss: 0.0311839 | Time: 1594.62 ms
[2021-10-02 02:08:26 main:581] : INFO : Epoch 1604 | loss: 0.0311556 | val_loss: 0.03118 | Time: 1596.19 ms
[2021-10-02 02:08:28 main:581] : INFO : Epoch 1605 | loss: 0.0311533 | val_loss: 0.0311806 | Time: 1587.78 ms
[2021-10-02 02:08:29 main:581] : INFO : Epoch 1606 | loss: 0.0311556 | val_loss: 0.0311804 | Time: 1564.09 ms
[2021-10-02 02:08:31 main:581] : INFO : Epoch 1607 | loss: 0.0311558 | val_loss: 0.0311829 | Time: 1618.03 ms
[2021-10-02 02:08:32 main:581] : INFO : Epoch 1608 | loss: 0.0311572 | val_loss: 0.0311813 | Time: 1611.72 ms
[2021-10-02 02:08:34 main:581] : INFO : Epoch 1609 | loss: 0.0311594 | val_loss: 0.0311819 | Time: 1630.27 ms
[2021-10-02 02:08:36 main:581] : INFO : Epoch 1610 | loss: 0.0311641 | val_loss: 0.0311822 | Time: 1618.57 ms
[2021-10-02 02:08:37 main:581] : INFO : Epoch 1611 | loss: 0.031163 | val_loss: 0.0311831 | Time: 1590.89 ms
[2021-10-02 02:08:39 main:581] : INFO : Epoch 1612 | loss: 0.0311668 | val_loss: 0.0311823 | Time: 1579.78 ms
[2021-10-02 02:08:40 main:581] : INFO : Epoch 1613 | loss: 0.0312429 | val_loss: 0.0340626 | Time: 1636.13 ms
[2021-10-02 02:08:42 main:581] : INFO : Epoch 1614 | loss: 0.0341185 | val_loss: 0.0333418 | Time: 1631.37 ms
[2021-10-02 02:08:44 main:581] : INFO : Epoch 1615 | loss: 0.0349776 | val_loss: 0.0333442 | Time: 1634.54 ms
[2021-10-02 02:08:45 main:581] : INFO : Epoch 1616 | loss: 0.0354783 | val_loss: 0.0319378 | Time: 1649.77 ms
[2021-10-02 02:08:47 main:581] : INFO : Epoch 1617 | loss: 0.0316505 | val_loss: 0.0313757 | Time: 1616.78 ms
[2021-10-02 02:08:49 main:581] : INFO : Epoch 1618 | loss: 0.031303 | val_loss: 0.0312587 | Time: 1607.53 ms
[2021-10-02 02:08:50 main:581] : INFO : Epoch 1619 | loss: 0.0312542 | val_loss: 0.0312478 | Time: 1599.43 ms
[2021-10-02 02:08:52 main:581] : INFO : Epoch 1620 | loss: 0.0312456 | val_loss: 0.0312423 | Time: 1612.48 ms
[2021-10-02 02:08:53 main:581] : INFO : Epoch 1621 | loss: 0.0312419 | val_loss: 0.0312393 | Time: 1607.85 ms
[2021-10-02 02:08:55 main:581] : INFO : Epoch 1622 | loss: 0.0312393 | val_loss: 0.0312368 | Time: 1610.14 ms
[2021-10-02 02:08:57 main:581] : INFO : Epoch 1623 | loss: 0.0312369 | val_loss: 0.0312343 | Time: 1628 ms
[2021-10-02 02:08:58 main:581] : INFO : Epoch 1624 | loss: 0.0312345 | val_loss: 0.0312316 | Time: 1610.18 ms
[2021-10-02 02:09:00 main:581] : INFO : Epoch 1625 | loss: 0.0312318 | val_loss: 0.0312287 | Time: 1603.61 ms
[2021-10-02 02:09:01 main:581] : INFO : Epoch 1626 | loss: 0.031229 | val_loss: 0.0312261 | Time: 1594.97 ms
[2021-10-02 02:09:03 main:581] : INFO : Epoch 1627 | loss: 0.0312256 | val_loss: 0.0312214 | Time: 1600.06 ms
[2021-10-02 02:09:05 main:581] : INFO : Epoch 1628 | loss: 0.0312219 | val_loss: 0.0312184 | Time: 1580.7 ms
[2021-10-02 02:09:06 main:581] : INFO : Epoch 1629 | loss: 0.0312181 | val_loss: 0.0312142 | Time: 1609.08 ms
[2021-10-02 02:09:08 main:581] : INFO : Epoch 1630 | loss: 0.0312152 | val_loss: 0.0312106 | Time: 1603.95 ms
[2021-10-02 02:09:09 main:581] : INFO : Epoch 1631 | loss: 0.0312117 | val_loss: 0.0312073 | Time: 1588.16 ms
[2021-10-02 02:09:11 main:581] : INFO : Epoch 1632 | loss: 0.0312099 | val_loss: 0.0312074 | Time: 1594.87 ms
[2021-10-02 02:09:13 main:581] : INFO : Epoch 1633 | loss: 0.0312058 | val_loss: 0.0312025 | Time: 1595.5 ms
[2021-10-02 02:09:14 main:581] : INFO : Epoch 1634 | loss: 0.0312037 | val_loss: 0.0312017 | Time: 1576.23 ms
[2021-10-02 02:09:16 main:581] : INFO : Epoch 1635 | loss: 0.0312023 | val_loss: 0.031198 | Time: 1562.59 ms
[2021-10-02 02:09:17 main:581] : INFO : Epoch 1636 | loss: 0.0312008 | val_loss: 0.0311961 | Time: 1582.94 ms
[2021-10-02 02:09:19 main:581] : INFO : Epoch 1637 | loss: 0.0311997 | val_loss: 0.0311953 | Time: 1575.73 ms
[2021-10-02 02:09:20 main:581] : INFO : Epoch 1638 | loss: 0.0311975 | val_loss: 0.0311942 | Time: 1568.28 ms
[2021-10-02 02:09:22 main:581] : INFO : Epoch 1639 | loss: 0.0311982 | val_loss: 0.0312057 | Time: 1585.04 ms
[2021-10-02 02:09:24 main:581] : INFO : Epoch 1640 | loss: 0.0311989 | val_loss: 0.0311942 | Time: 1577.93 ms
[2021-10-02 02:09:25 main:581] : INFO : Epoch 1641 | loss: 0.0311949 | val_loss: 0.0311918 | Time: 1588.99 ms
[2021-10-02 02:09:27 main:581] : INFO : Epoch 1642 | loss: 0.0311945 | val_loss: 0.0311909 | Time: 1592.56 ms
[2021-10-02 02:09:28 main:581] : INFO : Epoch 1643 | loss: 0.0311943 | val_loss: 0.0311911 | Time: 1571.16 ms
[2021-10-02 02:09:30 main:581] : INFO : Epoch 1644 | loss: 0.0311927 | val_loss: 0.0311901 | Time: 1593.89 ms
[2021-10-02 02:09:32 main:581] : INFO : Epoch 1645 | loss: 0.0311935 | val_loss: 0.031198 | Time: 1587.02 ms
[2021-10-02 02:09:33 main:581] : INFO : Epoch 1646 | loss: 0.0311938 | val_loss: 0.0311923 | Time: 1582.45 ms
[2021-10-02 02:09:35 main:581] : INFO : Epoch 1647 | loss: 0.0311917 | val_loss: 0.0311912 | Time: 1593.55 ms
[2021-10-02 02:09:36 main:581] : INFO : Epoch 1648 | loss: 0.0311918 | val_loss: 0.0311879 | Time: 1581.82 ms
[2021-10-02 02:09:38 main:581] : INFO : Epoch 1649 | loss: 0.0311908 | val_loss: 0.0311944 | Time: 1577.21 ms
[2021-10-02 02:09:40 main:581] : INFO : Epoch 1650 | loss: 0.0311939 | val_loss: 0.0311868 | Time: 1588.29 ms
[2021-10-02 02:09:41 main:581] : INFO : Epoch 1651 | loss: 0.0311918 | val_loss: 0.0311899 | Time: 1583.34 ms
[2021-10-02 02:09:43 main:581] : INFO : Epoch 1652 | loss: 0.0311894 | val_loss: 0.0311885 | Time: 1587.1 ms
[2021-10-02 02:09:44 main:581] : INFO : Epoch 1653 | loss: 0.0311928 | val_loss: 0.0311981 | Time: 1584.34 ms
[2021-10-02 02:09:46 main:581] : INFO : Epoch 1654 | loss: 0.0311899 | val_loss: 0.0311859 | Time: 1569.27 ms
[2021-10-02 02:09:47 main:581] : INFO : Epoch 1655 | loss: 0.0311872 | val_loss: 0.0311861 | Time: 1582.72 ms
[2021-10-02 02:09:49 main:581] : INFO : Epoch 1656 | loss: 0.0311886 | val_loss: 0.0311889 | Time: 1590.35 ms
[2021-10-02 02:09:51 main:581] : INFO : Epoch 1657 | loss: 0.0311957 | val_loss: 0.0311863 | Time: 1584.16 ms
[2021-10-02 02:09:52 main:581] : INFO : Epoch 1658 | loss: 0.0311894 | val_loss: 0.0311887 | Time: 1591.19 ms
[2021-10-02 02:09:54 main:581] : INFO : Epoch 1659 | loss: 0.0311892 | val_loss: 0.0311873 | Time: 1584.08 ms
[2021-10-02 02:09:55 main:581] : INFO : Epoch 1660 | loss: 0.0311889 | val_loss: 0.0311851 | Time: 1588.46 ms
[2021-10-02 02:09:57 main:581] : INFO : Epoch 1661 | loss: 0.0311869 | val_loss: 0.031189 | Time: 1581.98 ms
[2021-10-02 02:09:59 main:581] : INFO : Epoch 1662 | loss: 0.031187 | val_loss: 0.0311901 | Time: 1569.04 ms
[2021-10-02 02:10:00 main:581] : INFO : Epoch 1663 | loss: 0.0311866 | val_loss: 0.0311844 | Time: 1586.57 ms
[2021-10-02 02:10:02 main:581] : INFO : Epoch 1664 | loss: 0.03119 | val_loss: 0.0311903 | Time: 1618.87 ms
[2021-10-02 02:10:03 main:581] : INFO : Epoch 1665 | loss: 0.0311897 | val_loss: 0.0311851 | Time: 1625.4 ms
[2021-10-02 02:10:05 main:581] : INFO : Epoch 1666 | loss: 0.0311858 | val_loss: 0.0311842 | Time: 1622.28 ms
[2021-10-02 02:10:07 main:581] : INFO : Epoch 1667 | loss: 0.0311849 | val_loss: 0.0311836 | Time: 1606.41 ms
[2021-10-02 02:10:08 main:581] : INFO : Epoch 1668 | loss: 0.0311854 | val_loss: 0.0311832 | Time: 1602.24 ms
[2021-10-02 02:10:10 main:581] : INFO : Epoch 1669 | loss: 0.0311872 | val_loss: 0.0311881 | Time: 1616.04 ms
[2021-10-02 02:10:11 main:581] : INFO : Epoch 1670 | loss: 0.0311871 | val_loss: 0.0311921 | Time: 1620.82 ms
[2021-10-02 02:10:13 main:581] : INFO : Epoch 1671 | loss: 0.0311856 | val_loss: 0.0311896 | Time: 1627.79 ms
[2021-10-02 02:10:15 main:581] : INFO : Epoch 1672 | loss: 0.0311903 | val_loss: 0.0311833 | Time: 1621.68 ms
[2021-10-02 02:10:16 main:581] : INFO : Epoch 1673 | loss: 0.0311854 | val_loss: 0.0311819 | Time: 1633.26 ms
[2021-10-02 02:10:18 main:581] : INFO : Epoch 1674 | loss: 0.0311878 | val_loss: 0.0311919 | Time: 1640.22 ms
[2021-10-02 02:10:20 main:581] : INFO : Epoch 1675 | loss: 0.0311891 | val_loss: 0.0311855 | Time: 1636.82 ms
[2021-10-02 02:10:21 main:581] : INFO : Epoch 1676 | loss: 0.031188 | val_loss: 0.0311844 | Time: 1614.47 ms
[2021-10-02 02:10:23 main:581] : INFO : Epoch 1677 | loss: 0.0311967 | val_loss: 0.0312004 | Time: 1633.39 ms
[2021-10-02 02:10:24 main:581] : INFO : Epoch 1678 | loss: 0.031208 | val_loss: 0.0312064 | Time: 1614.54 ms
[2021-10-02 02:10:26 main:581] : INFO : Epoch 1679 | loss: 0.0312068 | val_loss: 0.0312068 | Time: 1624.97 ms
[2021-10-02 02:10:28 main:581] : INFO : Epoch 1680 | loss: 0.0312047 | val_loss: 0.0311987 | Time: 1613.57 ms
[2021-10-02 02:10:29 main:581] : INFO : Epoch 1681 | loss: 0.0312 | val_loss: 0.0311993 | Time: 1602.89 ms
[2021-10-02 02:10:31 main:581] : INFO : Epoch 1682 | loss: 0.0311988 | val_loss: 0.0311936 | Time: 1606.71 ms
[2021-10-02 02:10:33 main:581] : INFO : Epoch 1683 | loss: 0.0311972 | val_loss: 0.0311943 | Time: 1619.8 ms
[2021-10-02 02:10:34 main:581] : INFO : Epoch 1684 | loss: 0.0311962 | val_loss: 0.0311994 | Time: 1606.13 ms
[2021-10-02 02:10:36 main:581] : INFO : Epoch 1685 | loss: 0.0311966 | val_loss: 0.0311901 | Time: 1593.93 ms
[2021-10-02 02:10:37 main:581] : INFO : Epoch 1686 | loss: 0.0311918 | val_loss: 0.0311907 | Time: 1614.51 ms
[2021-10-02 02:10:39 main:581] : INFO : Epoch 1687 | loss: 0.0311918 | val_loss: 0.031193 | Time: 1608.89 ms
[2021-10-02 02:10:41 main:581] : INFO : Epoch 1688 | loss: 0.0311926 | val_loss: 0.0311889 | Time: 1634.75 ms
[2021-10-02 02:10:42 main:581] : INFO : Epoch 1689 | loss: 0.0311925 | val_loss: 0.0311897 | Time: 1631.58 ms
[2021-10-02 02:10:44 main:581] : INFO : Epoch 1690 | loss: 0.031192 | val_loss: 0.0311886 | Time: 1625.15 ms
[2021-10-02 02:10:45 main:581] : INFO : Epoch 1691 | loss: 0.0311906 | val_loss: 0.031188 | Time: 1605.21 ms
[2021-10-02 02:10:47 main:581] : INFO : Epoch 1692 | loss: 0.0311924 | val_loss: 0.0311876 | Time: 1624.5 ms
[2021-10-02 02:10:49 main:581] : INFO : Epoch 1693 | loss: 0.031193 | val_loss: 0.0311883 | Time: 1596.32 ms
[2021-10-02 02:10:50 main:581] : INFO : Epoch 1694 | loss: 0.0311891 | val_loss: 0.0311885 | Time: 1583.37 ms
[2021-10-02 02:10:52 main:581] : INFO : Epoch 1695 | loss: 0.0311896 | val_loss: 0.0311897 | Time: 1607 ms
[2021-10-02 02:10:53 main:581] : INFO : Epoch 1696 | loss: 0.0311898 | val_loss: 0.0311889 | Time: 1614.28 ms
[2021-10-02 02:10:55 main:581] : INFO : Epoch 1697 | loss: 0.0311883 | val_loss: 0.0311873 | Time: 1587.92 ms
[2021-10-02 02:10:57 main:581] : INFO : Epoch 1698 | loss: 0.031192 | val_loss: 0.0312027 | Time: 1621.15 ms
[2021-10-02 02:10:58 main:581] : INFO : Epoch 1699 | loss: 0.0311926 | val_loss: 0.0311868 | Time: 1615.2 ms
[2021-10-02 02:11:00 main:581] : INFO : Epoch 1700 | loss: 0.0311877 | val_loss: 0.0311887 | Time: 1607.25 ms
[2021-10-02 02:11:02 main:581] : INFO : Epoch 1701 | loss: 0.0311864 | val_loss: 0.0311851 | Time: 1621.2 ms
[2021-10-02 02:11:03 main:581] : INFO : Epoch 1702 | loss: 0.0311873 | val_loss: 0.0311848 | Time: 1621.99 ms
[2021-10-02 02:11:05 main:581] : INFO : Epoch 1703 | loss: 0.0311887 | val_loss: 0.0311915 | Time: 1605.06 ms
[2021-10-02 02:11:06 main:581] : INFO : Epoch 1704 | loss: 0.0311884 | val_loss: 0.0311895 | Time: 1608.51 ms
[2021-10-02 02:11:08 main:581] : INFO : Epoch 1705 | loss: 0.0311875 | val_loss: 0.0311961 | Time: 1626.59 ms
[2021-10-02 02:11:10 main:581] : INFO : Epoch 1706 | loss: 0.0311877 | val_loss: 0.0311968 | Time: 1618.81 ms
[2021-10-02 02:11:11 main:581] : INFO : Epoch 1707 | loss: 0.0311956 | val_loss: 0.0311976 | Time: 1603.09 ms
[2021-10-02 02:11:13 main:581] : INFO : Epoch 1708 | loss: 0.0312024 | val_loss: 0.0311968 | Time: 1605.96 ms
[2021-10-02 02:11:14 main:581] : INFO : Epoch 1709 | loss: 0.0311939 | val_loss: 0.0311905 | Time: 1628.04 ms
[2021-10-02 02:11:16 main:581] : INFO : Epoch 1710 | loss: 0.0311873 | val_loss: 0.0311844 | Time: 1611.5 ms
[2021-10-02 02:11:18 main:581] : INFO : Epoch 1711 | loss: 0.0311849 | val_loss: 0.0311867 | Time: 1610.6 ms
[2021-10-02 02:11:19 main:581] : INFO : Epoch 1712 | loss: 0.0311878 | val_loss: 0.0312026 | Time: 1602.23 ms
[2021-10-02 02:11:21 main:581] : INFO : Epoch 1713 | loss: 0.0311986 | val_loss: 0.0312144 | Time: 1606.64 ms
[2021-10-02 02:11:22 main:581] : INFO : Epoch 1714 | loss: 0.0311971 | val_loss: 0.0311889 | Time: 1603.03 ms
[2021-10-02 02:11:24 main:581] : INFO : Epoch 1715 | loss: 0.0311852 | val_loss: 0.0311837 | Time: 1596.61 ms
[2021-10-02 02:11:26 main:581] : INFO : Epoch 1716 | loss: 0.0311825 | val_loss: 0.0311821 | Time: 1610.38 ms
[2021-10-02 02:11:27 main:581] : INFO : Epoch 1717 | loss: 0.0311811 | val_loss: 0.0311845 | Time: 1598.28 ms
[2021-10-02 02:11:29 main:581] : INFO : Epoch 1718 | loss: 0.0311826 | val_loss: 0.0311826 | Time: 1619.83 ms
[2021-10-02 02:11:30 main:581] : INFO : Epoch 1719 | loss: 0.0311805 | val_loss: 0.031183 | Time: 1597.24 ms
[2021-10-02 02:11:32 main:581] : INFO : Epoch 1720 | loss: 0.0311873 | val_loss: 0.0311902 | Time: 1583.81 ms
[2021-10-02 02:11:34 main:581] : INFO : Epoch 1721 | loss: 0.0311874 | val_loss: 0.031196 | Time: 1585.08 ms
[2021-10-02 02:11:35 main:581] : INFO : Epoch 1722 | loss: 0.0311878 | val_loss: 0.0311854 | Time: 1590.38 ms
[2021-10-02 02:11:37 main:581] : INFO : Epoch 1723 | loss: 0.0311826 | val_loss: 0.031185 | Time: 1583.42 ms
[2021-10-02 02:11:38 main:581] : INFO : Epoch 1724 | loss: 0.0311831 | val_loss: 0.0311827 | Time: 1602.28 ms
[2021-10-02 02:11:40 main:581] : INFO : Epoch 1725 | loss: 0.031181 | val_loss: 0.0311819 | Time: 1574.04 ms
[2021-10-02 02:11:42 main:581] : INFO : Epoch 1726 | loss: 0.0311815 | val_loss: 0.0311844 | Time: 1585.64 ms
[2021-10-02 02:11:43 main:581] : INFO : Epoch 1727 | loss: 0.0311814 | val_loss: 0.0311869 | Time: 1591.74 ms
[2021-10-02 02:11:45 main:581] : INFO : Epoch 1728 | loss: 0.0311811 | val_loss: 0.0311821 | Time: 1592.4 ms
[2021-10-02 02:11:46 main:581] : INFO : Epoch 1729 | loss: 0.0311803 | val_loss: 0.0311918 | Time: 1587.66 ms
[2021-10-02 02:11:48 main:581] : INFO : Epoch 1730 | loss: 0.0311838 | val_loss: 0.0311825 | Time: 1587.62 ms
[2021-10-02 02:11:50 main:581] : INFO : Epoch 1731 | loss: 0.0311788 | val_loss: 0.0311814 | Time: 1593.73 ms
[2021-10-02 02:11:51 main:581] : INFO : Epoch 1732 | loss: 0.0311782 | val_loss: 0.0311787 | Time: 1586.36 ms
[2021-10-02 02:11:53 main:581] : INFO : Epoch 1733 | loss: 0.0311826 | val_loss: 0.0311934 | Time: 1595.94 ms
[2021-10-02 02:11:54 main:581] : INFO : Epoch 1734 | loss: 0.0311826 | val_loss: 0.0311908 | Time: 1572.67 ms
[2021-10-02 02:11:56 main:581] : INFO : Epoch 1735 | loss: 0.0311789 | val_loss: 0.0311784 | Time: 1571.3 ms
[2021-10-02 02:11:57 main:581] : INFO : Epoch 1736 | loss: 0.0311769 | val_loss: 0.0311829 | Time: 1591.4 ms
[2021-10-02 02:11:59 main:581] : INFO : Epoch 1737 | loss: 0.0311821 | val_loss: 0.0311868 | Time: 1583.29 ms
[2021-10-02 02:12:01 main:581] : INFO : Epoch 1738 | loss: 0.0311819 | val_loss: 0.0311814 | Time: 1601.22 ms
[2021-10-02 02:12:02 main:581] : INFO : Epoch 1739 | loss: 0.031178 | val_loss: 0.0311792 | Time: 1569.06 ms
[2021-10-02 02:12:04 main:581] : INFO : Epoch 1740 | loss: 0.0311769 | val_loss: 0.0311784 | Time: 1565.92 ms
[2021-10-02 02:12:05 main:581] : INFO : Epoch 1741 | loss: 0.0311769 | val_loss: 0.0311792 | Time: 1567.28 ms
[2021-10-02 02:12:07 main:581] : INFO : Epoch 1742 | loss: 0.0311757 | val_loss: 0.0311846 | Time: 1590.51 ms
[2021-10-02 02:12:09 main:581] : INFO : Epoch 1743 | loss: 0.0311811 | val_loss: 0.0311819 | Time: 1582.73 ms
[2021-10-02 02:12:10 main:581] : INFO : Epoch 1744 | loss: 0.0311778 | val_loss: 0.0311813 | Time: 1570.73 ms
[2021-10-02 02:12:12 main:581] : INFO : Epoch 1745 | loss: 0.0311757 | val_loss: 0.0311809 | Time: 1577.52 ms
[2021-10-02 02:12:13 main:581] : INFO : Epoch 1746 | loss: 0.0311856 | val_loss: 0.0311842 | Time: 1577.69 ms
[2021-10-02 02:12:15 main:581] : INFO : Epoch 1747 | loss: 0.0311793 | val_loss: 0.0311806 | Time: 1579.58 ms
[2021-10-02 02:12:16 main:581] : INFO : Epoch 1748 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 1592.38 ms
[2021-10-02 02:12:18 main:581] : INFO : Epoch 1749 | loss: 0.031179 | val_loss: 0.0311824 | Time: 1574.51 ms
[2021-10-02 02:12:20 main:581] : INFO : Epoch 1750 | loss: 0.0311769 | val_loss: 0.0311806 | Time: 1589.84 ms
[2021-10-02 02:12:21 main:581] : INFO : Epoch 1751 | loss: 0.0311784 | val_loss: 0.0311838 | Time: 1587.74 ms
[2021-10-02 02:12:23 main:581] : INFO : Epoch 1752 | loss: 0.0311761 | val_loss: 0.0311776 | Time: 1609.61 ms
[2021-10-02 02:12:24 main:581] : INFO : Epoch 1753 | loss: 0.031178 | val_loss: 0.031185 | Time: 1582.02 ms
[2021-10-02 02:12:26 main:581] : INFO : Epoch 1754 | loss: 0.0311761 | val_loss: 0.0311851 | Time: 1593.69 ms
[2021-10-02 02:12:28 main:581] : INFO : Epoch 1755 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 1573.48 ms
[2021-10-02 02:12:29 main:581] : INFO : Epoch 1756 | loss: 0.0311784 | val_loss: 0.0311906 | Time: 1591.59 ms
[2021-10-02 02:12:31 main:581] : INFO : Epoch 1757 | loss: 0.0311789 | val_loss: 0.0311882 | Time: 1571.1 ms
[2021-10-02 02:12:32 main:581] : INFO : Epoch 1758 | loss: 0.0311738 | val_loss: 0.0311865 | Time: 1572.77 ms
[2021-10-02 02:12:34 main:581] : INFO : Epoch 1759 | loss: 0.0311755 | val_loss: 0.0311896 | Time: 1589.28 ms
[2021-10-02 02:12:35 main:581] : INFO : Epoch 1760 | loss: 0.031174 | val_loss: 0.0311807 | Time: 1599.69 ms
[2021-10-02 02:12:37 main:581] : INFO : Epoch 1761 | loss: 0.0311745 | val_loss: 0.0311844 | Time: 1601.95 ms
[2021-10-02 02:12:39 main:581] : INFO : Epoch 1762 | loss: 0.0311775 | val_loss: 0.0311794 | Time: 1582.61 ms
[2021-10-02 02:12:40 main:581] : INFO : Epoch 1763 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 1566.21 ms
[2021-10-02 02:12:42 main:581] : INFO : Epoch 1764 | loss: 0.0311769 | val_loss: 0.0311819 | Time: 1583.49 ms
[2021-10-02 02:12:43 main:581] : INFO : Epoch 1765 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 1592.74 ms
[2021-10-02 02:12:45 main:581] : INFO : Epoch 1766 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 1585.39 ms
[2021-10-02 02:12:47 main:581] : INFO : Epoch 1767 | loss: 0.0311772 | val_loss: 0.0311844 | Time: 1613.12 ms
[2021-10-02 02:12:48 main:581] : INFO : Epoch 1768 | loss: 0.0311757 | val_loss: 0.0311832 | Time: 1644.95 ms
[2021-10-02 02:12:50 main:581] : INFO : Epoch 1769 | loss: 0.0311738 | val_loss: 0.0311874 | Time: 1606.81 ms
[2021-10-02 02:12:51 main:581] : INFO : Epoch 1770 | loss: 0.0311726 | val_loss: 0.031179 | Time: 1627.02 ms
[2021-10-02 02:12:53 main:581] : INFO : Epoch 1771 | loss: 0.0311722 | val_loss: 0.0311789 | Time: 1613.44 ms
[2021-10-02 02:12:55 main:581] : INFO : Epoch 1772 | loss: 0.0311712 | val_loss: 0.0311821 | Time: 1625.86 ms
[2021-10-02 02:12:56 main:581] : INFO : Epoch 1773 | loss: 0.0311724 | val_loss: 0.0311793 | Time: 1610.82 ms
[2021-10-02 02:12:58 main:581] : INFO : Epoch 1774 | loss: 0.0311711 | val_loss: 0.0311795 | Time: 1612.75 ms
[2021-10-02 02:13:00 main:581] : INFO : Epoch 1775 | loss: 0.0311716 | val_loss: 0.0311894 | Time: 1636.79 ms
[2021-10-02 02:13:01 main:581] : INFO : Epoch 1776 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 1601.1 ms
[2021-10-02 02:13:03 main:581] : INFO : Epoch 1777 | loss: 0.0311742 | val_loss: 0.0311789 | Time: 1645.89 ms
[2021-10-02 02:13:04 main:581] : INFO : Epoch 1778 | loss: 0.031174 | val_loss: 0.031188 | Time: 1594.31 ms
[2021-10-02 02:13:06 main:581] : INFO : Epoch 1779 | loss: 0.0311776 | val_loss: 0.031179 | Time: 1610.06 ms
[2021-10-02 02:13:08 main:581] : INFO : Epoch 1780 | loss: 0.0311748 | val_loss: 0.031182 | Time: 1647.45 ms
[2021-10-02 02:13:09 main:581] : INFO : Epoch 1781 | loss: 0.0311728 | val_loss: 0.0311796 | Time: 1627.94 ms
[2021-10-02 02:13:11 main:581] : INFO : Epoch 1782 | loss: 0.0311708 | val_loss: 0.0311815 | Time: 1599.33 ms
[2021-10-02 02:13:13 main:581] : INFO : Epoch 1783 | loss: 0.0311701 | val_loss: 0.0311775 | Time: 1610.81 ms
[2021-10-02 02:13:14 main:581] : INFO : Epoch 1784 | loss: 0.0311718 | val_loss: 0.0311843 | Time: 1601.61 ms
[2021-10-02 02:13:16 main:581] : INFO : Epoch 1785 | loss: 0.0311772 | val_loss: 0.0311779 | Time: 1593.81 ms
[2021-10-02 02:13:17 main:581] : INFO : Epoch 1786 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 1607.21 ms
[2021-10-02 02:13:19 main:581] : INFO : Epoch 1787 | loss: 0.0311733 | val_loss: 0.0311757 | Time: 1589.79 ms
[2021-10-02 02:13:21 main:581] : INFO : Epoch 1788 | loss: 0.0311724 | val_loss: 0.0311752 | Time: 1628.52 ms
[2021-10-02 02:13:22 main:581] : INFO : Epoch 1789 | loss: 0.0311757 | val_loss: 0.0311756 | Time: 1605.28 ms
[2021-10-02 02:13:24 main:581] : INFO : Epoch 1790 | loss: 0.0311728 | val_loss: 0.0311753 | Time: 1639.72 ms
[2021-10-02 02:13:25 main:581] : INFO : Epoch 1791 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 1601.49 ms
[2021-10-02 02:13:27 main:581] : INFO : Epoch 1792 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 1612.42 ms
[2021-10-02 02:13:29 main:581] : INFO : Epoch 1793 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 1598.59 ms
[2021-10-02 02:13:30 main:581] : INFO : Epoch 1794 | loss: 0.0311762 | val_loss: 0.031179 | Time: 1606.59 ms
[2021-10-02 02:13:32 main:581] : INFO : Epoch 1795 | loss: 0.0311716 | val_loss: 0.0311827 | Time: 1602.98 ms
[2021-10-02 02:13:33 main:581] : INFO : Epoch 1796 | loss: 0.0311722 | val_loss: 0.0311848 | Time: 1626.43 ms
[2021-10-02 02:13:35 main:581] : INFO : Epoch 1797 | loss: 0.0311744 | val_loss: 0.0311773 | Time: 1600.09 ms
[2021-10-02 02:13:37 main:581] : INFO : Epoch 1798 | loss: 0.0311705 | val_loss: 0.0311808 | Time: 1608.55 ms
[2021-10-02 02:13:38 main:581] : INFO : Epoch 1799 | loss: 0.0311701 | val_loss: 0.0311791 | Time: 1619.59 ms
[2021-10-02 02:13:40 main:581] : INFO : Epoch 1800 | loss: 0.031177 | val_loss: 0.0311769 | Time: 1615.63 ms
[2021-10-02 02:13:41 main:581] : INFO : Epoch 1801 | loss: 0.0311739 | val_loss: 0.0311806 | Time: 1624.9 ms
[2021-10-02 02:13:43 main:581] : INFO : Epoch 1802 | loss: 0.0311756 | val_loss: 0.0311783 | Time: 1609.28 ms
[2021-10-02 02:13:45 main:581] : INFO : Epoch 1803 | loss: 0.0311724 | val_loss: 0.031179 | Time: 1621.39 ms
[2021-10-02 02:13:46 main:581] : INFO : Epoch 1804 | loss: 0.0311686 | val_loss: 0.0311794 | Time: 1628.29 ms
[2021-10-02 02:13:48 main:581] : INFO : Epoch 1805 | loss: 0.0311736 | val_loss: 0.0311912 | Time: 1621.98 ms
[2021-10-02 02:13:50 main:581] : INFO : Epoch 1806 | loss: 0.0311769 | val_loss: 0.0311783 | Time: 1608.48 ms
[2021-10-02 02:13:51 main:581] : INFO : Epoch 1807 | loss: 0.031173 | val_loss: 0.0311819 | Time: 1633.33 ms
[2021-10-02 02:13:53 main:581] : INFO : Epoch 1808 | loss: 0.031169 | val_loss: 0.0311791 | Time: 1586.25 ms
[2021-10-02 02:13:54 main:581] : INFO : Epoch 1809 | loss: 0.0311687 | val_loss: 0.0311781 | Time: 1609.57 ms
[2021-10-02 02:13:56 main:581] : INFO : Epoch 1810 | loss: 0.0311689 | val_loss: 0.0311785 | Time: 1623.12 ms
[2021-10-02 02:13:58 main:581] : INFO : Epoch 1811 | loss: 0.0311716 | val_loss: 0.0311864 | Time: 1620.41 ms
[2021-10-02 02:13:59 main:581] : INFO : Epoch 1812 | loss: 0.0311714 | val_loss: 0.0311823 | Time: 1632.44 ms
[2021-10-02 02:14:01 main:581] : INFO : Epoch 1813 | loss: 0.0311703 | val_loss: 0.0311818 | Time: 1603.65 ms
[2021-10-02 02:14:02 main:581] : INFO : Epoch 1814 | loss: 0.0311754 | val_loss: 0.031181 | Time: 1587.55 ms
[2021-10-02 02:14:04 main:581] : INFO : Epoch 1815 | loss: 0.0311766 | val_loss: 0.0311766 | Time: 1586.97 ms
[2021-10-02 02:14:06 main:581] : INFO : Epoch 1816 | loss: 0.0311742 | val_loss: 0.0311786 | Time: 1614.3 ms
[2021-10-02 02:14:07 main:581] : INFO : Epoch 1817 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 1589.63 ms
[2021-10-02 02:14:09 main:581] : INFO : Epoch 1818 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 1591.97 ms
[2021-10-02 02:14:10 main:581] : INFO : Epoch 1819 | loss: 0.0311694 | val_loss: 0.0311747 | Time: 1603.38 ms
[2021-10-02 02:14:12 main:581] : INFO : Epoch 1820 | loss: 0.0311716 | val_loss: 0.0311749 | Time: 1622.14 ms
[2021-10-02 02:14:14 main:581] : INFO : Epoch 1821 | loss: 0.0311693 | val_loss: 0.0311739 | Time: 1622.07 ms
[2021-10-02 02:14:15 main:581] : INFO : Epoch 1822 | loss: 0.0311697 | val_loss: 0.0311765 | Time: 1608.3 ms
[2021-10-02 02:14:17 main:581] : INFO : Epoch 1823 | loss: 0.0311682 | val_loss: 0.0311761 | Time: 1626.38 ms
[2021-10-02 02:14:19 main:581] : INFO : Epoch 1824 | loss: 0.0311705 | val_loss: 0.0311805 | Time: 1630.57 ms
[2021-10-02 02:14:20 main:581] : INFO : Epoch 1825 | loss: 0.0311848 | val_loss: 0.0311884 | Time: 1592 ms
[2021-10-02 02:14:22 main:581] : INFO : Epoch 1826 | loss: 0.0311764 | val_loss: 0.0311755 | Time: 1607.73 ms
[2021-10-02 02:14:23 main:581] : INFO : Epoch 1827 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 1604.2 ms
[2021-10-02 02:14:25 main:581] : INFO : Epoch 1828 | loss: 0.0311673 | val_loss: 0.0311766 | Time: 1582.91 ms
[2021-10-02 02:14:27 main:581] : INFO : Epoch 1829 | loss: 0.0311681 | val_loss: 0.0311791 | Time: 1601.25 ms
[2021-10-02 02:14:28 main:581] : INFO : Epoch 1830 | loss: 0.0311716 | val_loss: 0.0311805 | Time: 1582.03 ms
[2021-10-02 02:14:30 main:581] : INFO : Epoch 1831 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 1599.28 ms
[2021-10-02 02:14:31 main:581] : INFO : Epoch 1832 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 1624.15 ms
[2021-10-02 02:14:33 main:581] : INFO : Epoch 1833 | loss: 0.0311664 | val_loss: 0.0311762 | Time: 1641.85 ms
[2021-10-02 02:14:35 main:581] : INFO : Epoch 1834 | loss: 0.0311665 | val_loss: 0.0311773 | Time: 1628.14 ms
[2021-10-02 02:14:36 main:581] : INFO : Epoch 1835 | loss: 0.0311693 | val_loss: 0.0311789 | Time: 1640.69 ms
[2021-10-02 02:14:38 main:581] : INFO : Epoch 1836 | loss: 0.0311648 | val_loss: 0.0311756 | Time: 1663.72 ms
[2021-10-02 02:14:40 main:581] : INFO : Epoch 1837 | loss: 0.0311651 | val_loss: 0.0311811 | Time: 1646.76 ms
[2021-10-02 02:14:41 main:581] : INFO : Epoch 1838 | loss: 0.0311658 | val_loss: 0.0311817 | Time: 1615.72 ms
[2021-10-02 02:14:43 main:581] : INFO : Epoch 1839 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 1639.3 ms
[2021-10-02 02:14:44 main:581] : INFO : Epoch 1840 | loss: 0.0311674 | val_loss: 0.0311836 | Time: 1624.02 ms
[2021-10-02 02:14:46 main:581] : INFO : Epoch 1841 | loss: 0.0311686 | val_loss: 0.0311765 | Time: 1625.4 ms
[2021-10-02 02:14:48 main:581] : INFO : Epoch 1842 | loss: 0.031166 | val_loss: 0.0311771 | Time: 1577.32 ms
[2021-10-02 02:14:49 main:581] : INFO : Epoch 1843 | loss: 0.0311691 | val_loss: 0.0311791 | Time: 1615.81 ms
[2021-10-02 02:14:51 main:581] : INFO : Epoch 1844 | loss: 0.0311655 | val_loss: 0.0311746 | Time: 1612.27 ms
[2021-10-02 02:14:53 main:581] : INFO : Epoch 1845 | loss: 0.0311636 | val_loss: 0.031176 | Time: 1619.34 ms
[2021-10-02 02:14:54 main:581] : INFO : Epoch 1846 | loss: 0.0311649 | val_loss: 0.0311874 | Time: 1640.47 ms
[2021-10-02 02:14:56 main:581] : INFO : Epoch 1847 | loss: 0.0311652 | val_loss: 0.0311789 | Time: 1624.14 ms
[2021-10-02 02:14:57 main:581] : INFO : Epoch 1848 | loss: 0.0311673 | val_loss: 0.0311772 | Time: 1610.06 ms
[2021-10-02 02:14:59 main:581] : INFO : Epoch 1849 | loss: 0.031163 | val_loss: 0.0311782 | Time: 1604.09 ms
[2021-10-02 02:15:01 main:581] : INFO : Epoch 1850 | loss: 0.0311678 | val_loss: 0.0311887 | Time: 1586.37 ms
[2021-10-02 02:15:02 main:581] : INFO : Epoch 1851 | loss: 0.0311804 | val_loss: 0.0311988 | Time: 1615 ms
[2021-10-02 02:15:04 main:581] : INFO : Epoch 1852 | loss: 0.0311692 | val_loss: 0.0311756 | Time: 1594.75 ms
[2021-10-02 02:15:05 main:581] : INFO : Epoch 1853 | loss: 0.0311635 | val_loss: 0.03118 | Time: 1586.82 ms
[2021-10-02 02:15:07 main:581] : INFO : Epoch 1854 | loss: 0.0311694 | val_loss: 0.0311777 | Time: 1617.3 ms
[2021-10-02 02:15:09 main:581] : INFO : Epoch 1855 | loss: 0.0311643 | val_loss: 0.0311812 | Time: 1605.27 ms
[2021-10-02 02:15:10 main:581] : INFO : Epoch 1856 | loss: 0.0311668 | val_loss: 0.0311767 | Time: 1594.58 ms
[2021-10-02 02:15:12 main:581] : INFO : Epoch 1857 | loss: 0.0311664 | val_loss: 0.0311846 | Time: 1611.4 ms
[2021-10-02 02:15:13 main:581] : INFO : Epoch 1858 | loss: 0.0311697 | val_loss: 0.0311803 | Time: 1600.39 ms
[2021-10-02 02:15:15 main:581] : INFO : Epoch 1859 | loss: 0.031166 | val_loss: 0.0311767 | Time: 1633.84 ms
[2021-10-02 02:15:17 main:581] : INFO : Epoch 1860 | loss: 0.0311627 | val_loss: 0.0311794 | Time: 1587.44 ms
[2021-10-02 02:15:18 main:581] : INFO : Epoch 1861 | loss: 0.0311663 | val_loss: 0.0311765 | Time: 1581.23 ms
[2021-10-02 02:15:20 main:581] : INFO : Epoch 1862 | loss: 0.0311658 | val_loss: 0.0311796 | Time: 1609.37 ms
[2021-10-02 02:15:21 main:581] : INFO : Epoch 1863 | loss: 0.0311664 | val_loss: 0.031176 | Time: 1607.96 ms
[2021-10-02 02:15:23 main:581] : INFO : Epoch 1864 | loss: 0.031166 | val_loss: 0.0311737 | Time: 1590.03 ms
[2021-10-02 02:15:25 main:581] : INFO : Epoch 1865 | loss: 0.0311642 | val_loss: 0.0311738 | Time: 1608.31 ms
[2021-10-02 02:15:26 main:581] : INFO : Epoch 1866 | loss: 0.0311654 | val_loss: 0.0311775 | Time: 1586.13 ms
[2021-10-02 02:15:28 main:581] : INFO : Epoch 1867 | loss: 0.0311657 | val_loss: 0.0311748 | Time: 1597.51 ms
[2021-10-02 02:15:29 main:581] : INFO : Epoch 1868 | loss: 0.0311639 | val_loss: 0.0311744 | Time: 1610.16 ms
[2021-10-02 02:15:31 main:581] : INFO : Epoch 1869 | loss: 0.0311671 | val_loss: 0.0311782 | Time: 1603.5 ms
[2021-10-02 02:15:33 main:581] : INFO : Epoch 1870 | loss: 0.031165 | val_loss: 0.0311934 | Time: 1586.88 ms
[2021-10-02 02:15:34 main:581] : INFO : Epoch 1871 | loss: 0.0311671 | val_loss: 0.0311747 | Time: 1595.46 ms
[2021-10-02 02:15:36 main:581] : INFO : Epoch 1872 | loss: 0.0311677 | val_loss: 0.0311809 | Time: 1573.32 ms
[2021-10-02 02:15:37 main:581] : INFO : Epoch 1873 | loss: 0.0311707 | val_loss: 0.0311814 | Time: 1630.33 ms
[2021-10-02 02:15:39 main:581] : INFO : Epoch 1874 | loss: 0.0311693 | val_loss: 0.0311803 | Time: 1616.39 ms
[2021-10-02 02:15:41 main:581] : INFO : Epoch 1875 | loss: 0.0311647 | val_loss: 0.0311767 | Time: 1621.62 ms
[2021-10-02 02:15:42 main:581] : INFO : Epoch 1876 | loss: 0.0311643 | val_loss: 0.0311767 | Time: 1596.43 ms
[2021-10-02 02:15:44 main:581] : INFO : Epoch 1877 | loss: 0.0311641 | val_loss: 0.031174 | Time: 1618.15 ms
[2021-10-02 02:15:45 main:581] : INFO : Epoch 1878 | loss: 0.031165 | val_loss: 0.0311724 | Time: 1611.16 ms
[2021-10-02 02:15:47 main:581] : INFO : Epoch 1879 | loss: 0.0311627 | val_loss: 0.0311804 | Time: 1588.87 ms
[2021-10-02 02:15:49 main:581] : INFO : Epoch 1880 | loss: 0.0311645 | val_loss: 0.0311741 | Time: 1635.09 ms
[2021-10-02 02:15:50 main:581] : INFO : Epoch 1881 | loss: 0.0311666 | val_loss: 0.0311757 | Time: 1621.05 ms
[2021-10-02 02:15:52 main:581] : INFO : Epoch 1882 | loss: 0.0311645 | val_loss: 0.0311721 | Time: 1628.06 ms
[2021-10-02 02:15:54 main:581] : INFO : Epoch 1883 | loss: 0.0311633 | val_loss: 0.0311727 | Time: 1614.83 ms
[2021-10-02 02:15:55 main:581] : INFO : Epoch 1884 | loss: 0.0311617 | val_loss: 0.031176 | Time: 1583.98 ms
[2021-10-02 02:15:57 main:581] : INFO : Epoch 1885 | loss: 0.031166 | val_loss: 0.0311746 | Time: 1621.56 ms
[2021-10-02 02:15:58 main:581] : INFO : Epoch 1886 | loss: 0.031165 | val_loss: 0.0311746 | Time: 1619.04 ms
[2021-10-02 02:16:00 main:581] : INFO : Epoch 1887 | loss: 0.0311709 | val_loss: 0.0311755 | Time: 1612.55 ms
[2021-10-02 02:16:02 main:581] : INFO : Epoch 1888 | loss: 0.0311641 | val_loss: 0.0311724 | Time: 1640.74 ms
[2021-10-02 02:16:03 main:581] : INFO : Epoch 1889 | loss: 0.0311616 | val_loss: 0.0311747 | Time: 1639.49 ms
[2021-10-02 02:16:05 main:581] : INFO : Epoch 1890 | loss: 0.031165 | val_loss: 0.0311757 | Time: 1616.35 ms
[2021-10-02 02:16:07 main:581] : INFO : Epoch 1891 | loss: 0.031166 | val_loss: 0.0311774 | Time: 1646.44 ms
[2021-10-02 02:16:08 main:581] : INFO : Epoch 1892 | loss: 0.031162 | val_loss: 0.0311755 | Time: 1607.25 ms
[2021-10-02 02:16:10 main:581] : INFO : Epoch 1893 | loss: 0.031166 | val_loss: 0.0311746 | Time: 1622.83 ms
[2021-10-02 02:16:11 main:581] : INFO : Epoch 1894 | loss: 0.0311623 | val_loss: 0.0311741 | Time: 1644.41 ms
[2021-10-02 02:16:13 main:581] : INFO : Epoch 1895 | loss: 0.0311624 | val_loss: 0.031181 | Time: 1618.68 ms
[2021-10-02 02:16:15 main:581] : INFO : Epoch 1896 | loss: 0.0311634 | val_loss: 0.0311757 | Time: 1609.3 ms
[2021-10-02 02:16:16 main:581] : INFO : Epoch 1897 | loss: 0.0311657 | val_loss: 0.0311906 | Time: 1623.56 ms
[2021-10-02 02:16:18 main:581] : INFO : Epoch 1898 | loss: 0.031164 | val_loss: 0.031178 | Time: 1615.03 ms
[2021-10-02 02:16:20 main:581] : INFO : Epoch 1899 | loss: 0.0311616 | val_loss: 0.0311742 | Time: 1642.53 ms
[2021-10-02 02:16:21 main:581] : INFO : Epoch 1900 | loss: 0.03116 | val_loss: 0.0311766 | Time: 1629.92 ms
[2021-10-02 02:16:23 main:581] : INFO : Epoch 1901 | loss: 0.0311603 | val_loss: 0.0311745 | Time: 1603.63 ms
[2021-10-02 02:16:24 main:581] : INFO : Epoch 1902 | loss: 0.0311605 | val_loss: 0.031174 | Time: 1639.4 ms
[2021-10-02 02:16:26 main:581] : INFO : Epoch 1903 | loss: 0.0311641 | val_loss: 0.0311762 | Time: 1621.7 ms
[2021-10-02 02:16:28 main:581] : INFO : Epoch 1904 | loss: 0.031161 | val_loss: 0.0311759 | Time: 1604.76 ms
[2021-10-02 02:16:29 main:581] : INFO : Epoch 1905 | loss: 0.0311597 | val_loss: 0.0311739 | Time: 1625.64 ms
[2021-10-02 02:16:31 main:581] : INFO : Epoch 1906 | loss: 0.0311632 | val_loss: 0.0311767 | Time: 1616.09 ms
[2021-10-02 02:16:32 main:581] : INFO : Epoch 1907 | loss: 0.0311626 | val_loss: 0.0311733 | Time: 1615.97 ms
[2021-10-02 02:16:34 main:581] : INFO : Epoch 1908 | loss: 0.0311625 | val_loss: 0.031184 | Time: 1626.6 ms
[2021-10-02 02:16:36 main:581] : INFO : Epoch 1909 | loss: 0.0311629 | val_loss: 0.0311778 | Time: 1622.88 ms
[2021-10-02 02:16:37 main:581] : INFO : Epoch 1910 | loss: 0.0311611 | val_loss: 0.0311784 | Time: 1596.95 ms
[2021-10-02 02:16:39 main:581] : INFO : Epoch 1911 | loss: 0.0311611 | val_loss: 0.0311785 | Time: 1609.49 ms
[2021-10-02 02:16:41 main:581] : INFO : Epoch 1912 | loss: 0.0311598 | val_loss: 0.0311751 | Time: 1594.88 ms
[2021-10-02 02:16:42 main:581] : INFO : Epoch 1913 | loss: 0.0311629 | val_loss: 0.031173 | Time: 1581.21 ms
[2021-10-02 02:16:44 main:581] : INFO : Epoch 1914 | loss: 0.0311601 | val_loss: 0.0311714 | Time: 1625.3 ms
[2021-10-02 02:16:45 main:581] : INFO : Epoch 1915 | loss: 0.0311593 | val_loss: 0.0311713 | Time: 1605.38 ms
[2021-10-02 02:16:47 main:581] : INFO : Epoch 1916 | loss: 0.0311599 | val_loss: 0.0311812 | Time: 1583.6 ms
[2021-10-02 02:16:49 main:581] : INFO : Epoch 1917 | loss: 0.0311597 | val_loss: 0.0311816 | Time: 1596.04 ms
[2021-10-02 02:16:50 main:581] : INFO : Epoch 1918 | loss: 0.0311606 | val_loss: 0.0311752 | Time: 1600.95 ms
[2021-10-02 02:16:52 main:581] : INFO : Epoch 1919 | loss: 0.0311607 | val_loss: 0.0311733 | Time: 1634.53 ms
[2021-10-02 02:16:53 main:581] : INFO : Epoch 1920 | loss: 0.0311607 | val_loss: 0.0311755 | Time: 1596.54 ms
[2021-10-02 02:16:55 main:581] : INFO : Epoch 1921 | loss: 0.0311612 | val_loss: 0.0311769 | Time: 1604.06 ms
[2021-10-02 02:16:57 main:581] : INFO : Epoch 1922 | loss: 0.0311579 | val_loss: 0.031175 | Time: 1602.71 ms
[2021-10-02 02:16:58 main:581] : INFO : Epoch 1923 | loss: 0.0311575 | val_loss: 0.0311761 | Time: 1611.55 ms
[2021-10-02 02:17:00 main:581] : INFO : Epoch 1924 | loss: 0.0311626 | val_loss: 0.0311824 | Time: 1605.84 ms
[2021-10-02 02:17:01 main:581] : INFO : Epoch 1925 | loss: 0.0311603 | val_loss: 0.0311807 | Time: 1609.91 ms
[2021-10-02 02:17:03 main:581] : INFO : Epoch 1926 | loss: 0.031162 | val_loss: 0.0311752 | Time: 1597.78 ms
[2021-10-02 02:17:05 main:581] : INFO : Epoch 1927 | loss: 0.0311609 | val_loss: 0.0311733 | Time: 1582.92 ms
[2021-10-02 02:17:06 main:581] : INFO : Epoch 1928 | loss: 0.0311607 | val_loss: 0.0311854 | Time: 1601.05 ms
[2021-10-02 02:17:08 main:581] : INFO : Epoch 1929 | loss: 0.0311593 | val_loss: 0.0311785 | Time: 1591.31 ms
[2021-10-02 02:17:09 main:581] : INFO : Epoch 1930 | loss: 0.0311609 | val_loss: 0.0311725 | Time: 1608.82 ms
[2021-10-02 02:17:11 main:581] : INFO : Epoch 1931 | loss: 0.0311572 | val_loss: 0.0311743 | Time: 1601.3 ms
[2021-10-02 02:17:13 main:581] : INFO : Epoch 1932 | loss: 0.0311613 | val_loss: 0.0311766 | Time: 1610.67 ms
[2021-10-02 02:17:14 main:581] : INFO : Epoch 1933 | loss: 0.0311591 | val_loss: 0.0311803 | Time: 1602.93 ms
[2021-10-02 02:17:16 main:581] : INFO : Epoch 1934 | loss: 0.0311648 | val_loss: 0.0311931 | Time: 1610.13 ms
[2021-10-02 02:17:17 main:581] : INFO : Epoch 1935 | loss: 0.0311599 | val_loss: 0.0311876 | Time: 1606.09 ms
[2021-10-02 02:17:19 main:581] : INFO : Epoch 1936 | loss: 0.0311611 | val_loss: 0.0311741 | Time: 1614.55 ms
[2021-10-02 02:17:21 main:581] : INFO : Epoch 1937 | loss: 0.0311584 | val_loss: 0.0311813 | Time: 1577.96 ms
[2021-10-02 02:17:22 main:581] : INFO : Epoch 1938 | loss: 0.0311628 | val_loss: 0.0311735 | Time: 1596.24 ms
[2021-10-02 02:17:24 main:581] : INFO : Epoch 1939 | loss: 0.0311613 | val_loss: 0.0311766 | Time: 1577.6 ms
[2021-10-02 02:17:25 main:581] : INFO : Epoch 1940 | loss: 0.0311585 | val_loss: 0.031173 | Time: 1576.06 ms
[2021-10-02 02:17:27 main:581] : INFO : Epoch 1941 | loss: 0.0311576 | val_loss: 0.0311733 | Time: 1586.45 ms
[2021-10-02 02:17:29 main:581] : INFO : Epoch 1942 | loss: 0.0311567 | val_loss: 0.0311752 | Time: 1592.19 ms
[2021-10-02 02:17:30 main:581] : INFO : Epoch 1943 | loss: 0.0311579 | val_loss: 0.0311775 | Time: 1583.41 ms
[2021-10-02 02:17:32 main:581] : INFO : Epoch 1944 | loss: 0.0311566 | val_loss: 0.0311748 | Time: 1585.85 ms
[2021-10-02 02:17:33 main:581] : INFO : Epoch 1945 | loss: 0.0311554 | val_loss: 0.0311787 | Time: 1586.98 ms
[2021-10-02 02:17:35 main:581] : INFO : Epoch 1946 | loss: 0.031158 | val_loss: 0.0311812 | Time: 1580.39 ms
[2021-10-02 02:17:36 main:581] : INFO : Epoch 1947 | loss: 0.0311619 | val_loss: 0.0311772 | Time: 1608.66 ms
[2021-10-02 02:17:38 main:581] : INFO : Epoch 1948 | loss: 0.0311566 | val_loss: 0.0311767 | Time: 1600.28 ms
[2021-10-02 02:17:40 main:581] : INFO : Epoch 1949 | loss: 0.0311542 | val_loss: 0.0311748 | Time: 1600.17 ms
[2021-10-02 02:17:41 main:581] : INFO : Epoch 1950 | loss: 0.031157 | val_loss: 0.0311725 | Time: 1602.23 ms
[2021-10-02 02:17:43 main:581] : INFO : Epoch 1951 | loss: 0.0311597 | val_loss: 0.0311733 | Time: 1624.65 ms
[2021-10-02 02:17:45 main:581] : INFO : Epoch 1952 | loss: 0.0311575 | val_loss: 0.0311754 | Time: 1636.27 ms
[2021-10-02 02:17:46 main:581] : INFO : Epoch 1953 | loss: 0.0311563 | val_loss: 0.0311729 | Time: 1629.43 ms
[2021-10-02 02:17:48 main:581] : INFO : Epoch 1954 | loss: 0.0311553 | val_loss: 0.0311726 | Time: 1610.91 ms
[2021-10-02 02:17:49 main:581] : INFO : Epoch 1955 | loss: 0.0311555 | val_loss: 0.0311724 | Time: 1592.92 ms
[2021-10-02 02:17:51 main:581] : INFO : Epoch 1956 | loss: 0.0311547 | val_loss: 0.0311726 | Time: 1599.76 ms
[2021-10-02 02:17:53 main:581] : INFO : Epoch 1957 | loss: 0.0311576 | val_loss: 0.0311777 | Time: 1586.63 ms
[2021-10-02 02:17:54 main:581] : INFO : Epoch 1958 | loss: 0.031164 | val_loss: 0.0311823 | Time: 1619.31 ms
[2021-10-02 02:17:56 main:581] : INFO : Epoch 1959 | loss: 0.0311658 | val_loss: 0.0311767 | Time: 1592.37 ms
[2021-10-02 02:17:57 main:581] : INFO : Epoch 1960 | loss: 0.0311638 | val_loss: 0.0311724 | Time: 1583.87 ms
[2021-10-02 02:17:59 main:581] : INFO : Epoch 1961 | loss: 0.0311631 | val_loss: 0.0311757 | Time: 1586.67 ms
[2021-10-02 02:18:01 main:581] : INFO : Epoch 1962 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 1585.47 ms
[2021-10-02 02:18:02 main:581] : INFO : Epoch 1963 | loss: 0.0311573 | val_loss: 0.0311715 | Time: 1568.6 ms
[2021-10-02 02:18:04 main:581] : INFO : Epoch 1964 | loss: 0.031158 | val_loss: 0.0311728 | Time: 1564.34 ms
[2021-10-02 02:18:05 main:581] : INFO : Epoch 1965 | loss: 0.0311637 | val_loss: 0.0311755 | Time: 1565.24 ms
[2021-10-02 02:18:07 main:581] : INFO : Epoch 1966 | loss: 0.0311599 | val_loss: 0.0311749 | Time: 1564.41 ms
[2021-10-02 02:18:08 main:581] : INFO : Epoch 1967 | loss: 0.0311588 | val_loss: 0.0311717 | Time: 1571.3 ms
[2021-10-02 02:18:10 main:581] : INFO : Epoch 1968 | loss: 0.031159 | val_loss: 0.031174 | Time: 1570.85 ms
[2021-10-02 02:18:12 main:581] : INFO : Epoch 1969 | loss: 0.0311567 | val_loss: 0.0311798 | Time: 1574.43 ms
[2021-10-02 02:18:13 main:581] : INFO : Epoch 1970 | loss: 0.0311619 | val_loss: 0.0311772 | Time: 1555.54 ms
[2021-10-02 02:18:15 main:581] : INFO : Epoch 1971 | loss: 0.0311577 | val_loss: 0.0311734 | Time: 1598.38 ms
[2021-10-02 02:18:16 main:581] : INFO : Epoch 1972 | loss: 0.0311605 | val_loss: 0.0311749 | Time: 1622.71 ms
[2021-10-02 02:18:18 main:581] : INFO : Epoch 1973 | loss: 0.0311583 | val_loss: 0.031172 | Time: 1598.31 ms
[2021-10-02 02:18:20 main:581] : INFO : Epoch 1974 | loss: 0.0311647 | val_loss: 0.031173 | Time: 1607.33 ms
[2021-10-02 02:18:21 main:581] : INFO : Epoch 1975 | loss: 0.0311642 | val_loss: 0.0311734 | Time: 1606.95 ms
[2021-10-02 02:18:23 main:581] : INFO : Epoch 1976 | loss: 0.0311627 | val_loss: 0.0311718 | Time: 1587.13 ms
[2021-10-02 02:18:24 main:581] : INFO : Epoch 1977 | loss: 0.031162 | val_loss: 0.0311737 | Time: 1585.26 ms
[2021-10-02 02:18:26 main:581] : INFO : Epoch 1978 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 1618 ms
[2021-10-02 02:18:28 main:581] : INFO : Epoch 1979 | loss: 0.031158 | val_loss: 0.0311709 | Time: 1603.8 ms
[2021-10-02 02:18:29 main:581] : INFO : Epoch 1980 | loss: 0.0311567 | val_loss: 0.0311703 | Time: 1597.05 ms
[2021-10-02 02:18:31 main:581] : INFO : Epoch 1981 | loss: 0.0311566 | val_loss: 0.0311695 | Time: 1622.92 ms
[2021-10-02 02:18:32 main:581] : INFO : Epoch 1982 | loss: 0.0311583 | val_loss: 0.0311755 | Time: 1624.9 ms
[2021-10-02 02:18:34 main:581] : INFO : Epoch 1983 | loss: 0.031157 | val_loss: 0.0311708 | Time: 1616.85 ms
[2021-10-02 02:18:36 main:581] : INFO : Epoch 1984 | loss: 0.0311573 | val_loss: 0.0311748 | Time: 1591.42 ms
[2021-10-02 02:18:37 main:581] : INFO : Epoch 1985 | loss: 0.0311578 | val_loss: 0.0311712 | Time: 1618.14 ms
[2021-10-02 02:18:39 main:581] : INFO : Epoch 1986 | loss: 0.03116 | val_loss: 0.0311709 | Time: 1622.03 ms
[2021-10-02 02:18:40 main:581] : INFO : Epoch 1987 | loss: 0.0311566 | val_loss: 0.0311692 | Time: 1609.41 ms
[2021-10-02 02:18:42 main:581] : INFO : Epoch 1988 | loss: 0.0311559 | val_loss: 0.0311717 | Time: 1627.91 ms
[2021-10-02 02:18:44 main:581] : INFO : Epoch 1989 | loss: 0.0311565 | val_loss: 0.0311752 | Time: 1608.02 ms
[2021-10-02 02:18:45 main:581] : INFO : Epoch 1990 | loss: 0.0311556 | val_loss: 0.0311718 | Time: 1589.2 ms
[2021-10-02 02:18:47 main:581] : INFO : Epoch 1991 | loss: 0.0311517 | val_loss: 0.0311711 | Time: 1611.79 ms
[2021-10-02 02:18:49 main:581] : INFO : Epoch 1992 | loss: 0.0311535 | val_loss: 0.0311724 | Time: 1651.75 ms
[2021-10-02 02:18:50 main:581] : INFO : Epoch 1993 | loss: 0.0311566 | val_loss: 0.0311746 | Time: 1601.4 ms
[2021-10-02 02:18:52 main:581] : INFO : Epoch 1994 | loss: 0.0311557 | val_loss: 0.0311716 | Time: 1608.2 ms
[2021-10-02 02:18:53 main:581] : INFO : Epoch 1995 | loss: 0.0311555 | val_loss: 0.0311708 | Time: 1608.72 ms
[2021-10-02 02:18:55 main:581] : INFO : Epoch 1996 | loss: 0.0311536 | val_loss: 0.0311733 | Time: 1590.53 ms
[2021-10-02 02:18:57 main:581] : INFO : Epoch 1997 | loss: 0.0311527 | val_loss: 0.0311703 | Time: 1606.19 ms
[2021-10-02 02:18:58 main:581] : INFO : Epoch 1998 | loss: 0.0311555 | val_loss: 0.0311877 | Time: 1601.54 ms
[2021-10-02 02:19:00 main:581] : INFO : Epoch 1999 | loss: 0.0311534 | val_loss: 0.0311724 | Time: 1644.07 ms
[2021-10-02 02:19:01 main:581] : INFO : Epoch 2000 | loss: 0.0311576 | val_loss: 0.0311739 | Time: 1593.22 ms
[2021-10-02 02:19:03 main:581] : INFO : Epoch 2001 | loss: 0.0311625 | val_loss: 0.0311742 | Time: 1612.34 ms
[2021-10-02 02:19:05 main:581] : INFO : Epoch 2002 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 1596.59 ms
[2021-10-02 02:19:06 main:581] : INFO : Epoch 2003 | loss: 0.0311634 | val_loss: 0.0311714 | Time: 1608.88 ms
[2021-10-02 02:19:08 main:581] : INFO : Epoch 2004 | loss: 0.031163 | val_loss: 0.031176 | Time: 1584.37 ms
[2021-10-02 02:19:09 main:581] : INFO : Epoch 2005 | loss: 0.0311604 | val_loss: 0.0311728 | Time: 1590.96 ms
[2021-10-02 02:19:11 main:581] : INFO : Epoch 2006 | loss: 0.031158 | val_loss: 0.0311722 | Time: 1594.7 ms
[2021-10-02 02:19:13 main:581] : INFO : Epoch 2007 | loss: 0.0311585 | val_loss: 0.0311756 | Time: 1585.97 ms
[2021-10-02 02:19:14 main:581] : INFO : Epoch 2008 | loss: 0.0311589 | val_loss: 0.0311695 | Time: 1612.66 ms
[2021-10-02 02:19:16 main:581] : INFO : Epoch 2009 | loss: 0.0311575 | val_loss: 0.0311705 | Time: 1612.23 ms
[2021-10-02 02:19:17 main:581] : INFO : Epoch 2010 | loss: 0.0311581 | val_loss: 0.0311707 | Time: 1601.72 ms
[2021-10-02 02:19:19 main:581] : INFO : Epoch 2011 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 1604.05 ms
[2021-10-02 02:19:21 main:581] : INFO : Epoch 2012 | loss: 0.0311577 | val_loss: 0.0311716 | Time: 1572.57 ms
[2021-10-02 02:19:22 main:581] : INFO : Epoch 2013 | loss: 0.0311575 | val_loss: 0.0311752 | Time: 1593.04 ms
[2021-10-02 02:19:24 main:581] : INFO : Epoch 2014 | loss: 0.031161 | val_loss: 0.0311787 | Time: 1584.21 ms
[2021-10-02 02:19:25 main:581] : INFO : Epoch 2015 | loss: 0.0311631 | val_loss: 0.0311777 | Time: 1599.97 ms
[2021-10-02 02:19:27 main:581] : INFO : Epoch 2016 | loss: 0.0311605 | val_loss: 0.0311738 | Time: 1613.8 ms
[2021-10-02 02:19:29 main:581] : INFO : Epoch 2017 | loss: 0.0311631 | val_loss: 0.0311842 | Time: 1640.89 ms
[2021-10-02 02:19:30 main:581] : INFO : Epoch 2018 | loss: 0.031164 | val_loss: 0.0311786 | Time: 1621.21 ms
[2021-10-02 02:19:32 main:581] : INFO : Epoch 2019 | loss: 0.0311629 | val_loss: 0.0311799 | Time: 1613.57 ms
[2021-10-02 02:19:33 main:581] : INFO : Epoch 2020 | loss: 0.0311613 | val_loss: 0.031176 | Time: 1611.98 ms
[2021-10-02 02:19:35 main:581] : INFO : Epoch 2021 | loss: 0.0311616 | val_loss: 0.0311779 | Time: 1593.37 ms
[2021-10-02 02:19:37 main:581] : INFO : Epoch 2022 | loss: 0.0311609 | val_loss: 0.0311715 | Time: 1619.5 ms
[2021-10-02 02:19:38 main:581] : INFO : Epoch 2023 | loss: 0.0311553 | val_loss: 0.0311718 | Time: 1634.75 ms
[2021-10-02 02:19:40 main:581] : INFO : Epoch 2024 | loss: 0.0311538 | val_loss: 0.0311714 | Time: 1600.04 ms
[2021-10-02 02:19:41 main:581] : INFO : Epoch 2025 | loss: 0.0311538 | val_loss: 0.0311714 | Time: 1620.3 ms
[2021-10-02 02:19:43 main:581] : INFO : Epoch 2026 | loss: 0.0311531 | val_loss: 0.0311775 | Time: 1593.55 ms
[2021-10-02 02:19:45 main:581] : INFO : Epoch 2027 | loss: 0.0311571 | val_loss: 0.0311712 | Time: 1599.4 ms
[2021-10-02 02:19:46 main:581] : INFO : Epoch 2028 | loss: 0.0311554 | val_loss: 0.031174 | Time: 1592.39 ms
[2021-10-02 02:19:48 main:581] : INFO : Epoch 2029 | loss: 0.0311552 | val_loss: 0.0311729 | Time: 1600.72 ms
[2021-10-02 02:19:50 main:581] : INFO : Epoch 2030 | loss: 0.0311561 | val_loss: 0.0311766 | Time: 1624.38 ms
[2021-10-02 02:19:51 main:581] : INFO : Epoch 2031 | loss: 0.0311544 | val_loss: 0.0311775 | Time: 1585.29 ms
[2021-10-02 02:19:53 main:581] : INFO : Epoch 2032 | loss: 0.0311526 | val_loss: 0.0311719 | Time: 1575.72 ms
[2021-10-02 02:19:54 main:581] : INFO : Epoch 2033 | loss: 0.0311514 | val_loss: 0.0311727 | Time: 1588.11 ms
[2021-10-02 02:19:56 main:581] : INFO : Epoch 2034 | loss: 0.031154 | val_loss: 0.0311745 | Time: 1608.24 ms
[2021-10-02 02:19:58 main:581] : INFO : Epoch 2035 | loss: 0.0311614 | val_loss: 0.0311801 | Time: 1644.98 ms
[2021-10-02 02:19:59 main:581] : INFO : Epoch 2036 | loss: 0.0311788 | val_loss: 0.0311777 | Time: 1616.44 ms
[2021-10-02 02:20:01 main:581] : INFO : Epoch 2037 | loss: 0.031174 | val_loss: 0.0311721 | Time: 1581.66 ms
[2021-10-02 02:20:02 main:581] : INFO : Epoch 2038 | loss: 0.0311713 | val_loss: 0.0311714 | Time: 1603.44 ms
[2021-10-02 02:20:04 main:581] : INFO : Epoch 2039 | loss: 0.0311702 | val_loss: 0.0311716 | Time: 1634.17 ms
[2021-10-02 02:20:06 main:581] : INFO : Epoch 2040 | loss: 0.0311677 | val_loss: 0.0311814 | Time: 1596.39 ms
[2021-10-02 02:20:07 main:581] : INFO : Epoch 2041 | loss: 0.0311697 | val_loss: 0.0311734 | Time: 1606.58 ms
[2021-10-02 02:20:09 main:581] : INFO : Epoch 2042 | loss: 0.0311687 | val_loss: 0.0311764 | Time: 1623.66 ms
[2021-10-02 02:20:10 main:581] : INFO : Epoch 2043 | loss: 0.0311642 | val_loss: 0.0311723 | Time: 1615.02 ms
[2021-10-02 02:20:12 main:581] : INFO : Epoch 2044 | loss: 0.0311633 | val_loss: 0.0311708 | Time: 1617.05 ms
[2021-10-02 02:20:14 main:581] : INFO : Epoch 2045 | loss: 0.0311618 | val_loss: 0.0311736 | Time: 1604.45 ms
[2021-10-02 02:20:15 main:581] : INFO : Epoch 2046 | loss: 0.0311632 | val_loss: 0.03117 | Time: 1604.09 ms
[2021-10-02 02:20:17 main:581] : INFO : Epoch 2047 | loss: 0.0311624 | val_loss: 0.0311704 | Time: 1632.19 ms
[2021-10-02 02:20:18 main:581] : INFO : Epoch 2048 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 1587.57 ms
[2021-10-02 02:20:18 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311751
[2021-10-02 02:20:18 main:610] : INFO : Saving end state to config to file
[2021-10-02 02:20:18 main:615] : INFO : Success, exiting..
02:20:18 (625329): 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)