Task 3770938
| Name | ParityModified-1609264727-31182-5_0 |
| Workunit | 1946168 |
| Created | 22 Jan 2021, 6:57:56 UTC |
| Sent | 22 Jan 2021, 14:56:38 UTC |
| Report deadline | 29 Jan 2021, 14:56:38 UTC |
| Received | 22 Jan 2021, 17:42:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 6 min 56 sec |
| CPU time | 2 hours 1 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311825 | val_loss: 0.0311897 | Time: 3528.49 ms
[2021-01-22 08:33:47 main:574] : INFO : Epoch 1543 | loss: 0.0311847 | val_loss: 0.0311908 | Time: 3536.83 ms
[2021-01-22 08:33:51 main:574] : INFO : Epoch 1544 | loss: 0.0311867 | val_loss: 0.0311925 | Time: 3562.4 ms
[2021-01-22 08:33:55 main:574] : INFO : Epoch 1545 | loss: 0.0311884 | val_loss: 0.0311913 | Time: 3765.42 ms
[2021-01-22 08:33:59 main:574] : INFO : Epoch 1546 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 3743.04 ms
[2021-01-22 08:34:02 main:574] : INFO : Epoch 1547 | loss: 0.0311874 | val_loss: 0.031191 | Time: 3631.3 ms
[2021-01-22 08:34:06 main:574] : INFO : Epoch 1548 | loss: 0.031189 | val_loss: 0.0311953 | Time: 3618.11 ms
[2021-01-22 08:34:10 main:574] : INFO : Epoch 1549 | loss: 0.0311893 | val_loss: 0.0311915 | Time: 3620.46 ms
[2021-01-22 08:34:13 main:574] : INFO : Epoch 1550 | loss: 0.0311888 | val_loss: 0.0311928 | Time: 3689.03 ms
[2021-01-22 08:34:17 main:574] : INFO : Epoch 1551 | loss: 0.0311852 | val_loss: 0.0311885 | Time: 3589.08 ms
[2021-01-22 08:34:21 main:574] : INFO : Epoch 1552 | loss: 0.0311832 | val_loss: 0.0311902 | Time: 3656.21 ms
[2021-01-22 08:34:25 main:574] : INFO : Epoch 1553 | loss: 0.0311853 | val_loss: 0.0311953 | Time: 3601.57 ms
[2021-01-22 08:34:28 main:574] : INFO : Epoch 1554 | loss: 0.0311922 | val_loss: 0.0311922 | Time: 3669.17 ms
[2021-01-22 08:34:32 main:574] : INFO : Epoch 1555 | loss: 0.0311853 | val_loss: 0.0311896 | Time: 3703.5 ms
[2021-01-22 08:34:36 main:574] : INFO : Epoch 1556 | loss: 0.0311833 | val_loss: 0.0311894 | Time: 3479.22 ms
[2021-01-22 08:34:39 main:574] : INFO : Epoch 1557 | loss: 0.0311868 | val_loss: 0.0311909 | Time: 3489.83 ms
[2021-01-22 08:34:43 main:574] : INFO : Epoch 1558 | loss: 0.0311859 | val_loss: 0.0311937 | Time: 3636.82 ms
[2021-01-22 08:34:47 main:574] : INFO : Epoch 1559 | loss: 0.0311848 | val_loss: 0.0311902 | Time: 3705.77 ms
[2021-01-22 08:34:50 main:574] : INFO : Epoch 1560 | loss: 0.0311831 | val_loss: 0.0311894 | Time: 3532.76 ms
[2021-01-22 08:34:54 main:574] : INFO : Epoch 1561 | loss: 0.0311841 | val_loss: 0.0311915 | Time: 3609.85 ms
[2021-01-22 08:34:58 main:574] : INFO : Epoch 1562 | loss: 0.031185 | val_loss: 0.0311944 | Time: 3700.81 ms
[2021-01-22 08:35:01 main:574] : INFO : Epoch 1563 | loss: 0.0311896 | val_loss: 0.0311961 | Time: 3646.18 ms
[2021-01-22 08:35:05 main:574] : INFO : Epoch 1564 | loss: 0.0311872 | val_loss: 0.0311925 | Time: 3580.75 ms
[2021-01-22 08:35:09 main:574] : INFO : Epoch 1565 | loss: 0.0311855 | val_loss: 0.0311912 | Time: 3640.48 ms
[2021-01-22 08:35:13 main:574] : INFO : Epoch 1566 | loss: 0.031184 | val_loss: 0.0311935 | Time: 3831.89 ms
[2021-01-22 08:35:16 main:574] : INFO : Epoch 1567 | loss: 0.0311875 | val_loss: 0.0311924 | Time: 3401.85 ms
[2021-01-22 08:35:20 main:574] : INFO : Epoch 1568 | loss: 0.0311861 | val_loss: 0.0311913 | Time: 3522.4 ms
[2021-01-22 08:35:23 main:574] : INFO : Epoch 1569 | loss: 0.0311842 | val_loss: 0.0311925 | Time: 3717.12 ms
[2021-01-22 08:35:27 main:574] : INFO : Epoch 1570 | loss: 0.0311836 | val_loss: 0.0311906 | Time: 3606.27 ms
[2021-01-22 08:35:31 main:574] : INFO : Epoch 1571 | loss: 0.0311825 | val_loss: 0.0311897 | Time: 3684.93 ms
[2021-01-22 08:35:35 main:574] : INFO : Epoch 1572 | loss: 0.0311837 | val_loss: 0.0311909 | Time: 3709.93 ms
[2021-01-22 08:35:39 main:574] : INFO : Epoch 1573 | loss: 0.0311836 | val_loss: 0.0311921 | Time: 3697.56 ms
[2021-01-22 08:35:42 main:574] : INFO : Epoch 1574 | loss: 0.0311833 | val_loss: 0.0311898 | Time: 3679.63 ms
[2021-01-22 08:35:46 main:574] : INFO : Epoch 1575 | loss: 0.0311839 | val_loss: 0.0311904 | Time: 3738.81 ms
[2021-01-22 08:35:50 main:574] : INFO : Epoch 1576 | loss: 0.0311851 | val_loss: 0.0311929 | Time: 3634.42 ms
[2021-01-22 08:35:53 main:574] : INFO : Epoch 1577 | loss: 0.0311837 | val_loss: 0.0311948 | Time: 3661.38 ms
[2021-01-22 08:35:57 main:574] : INFO : Epoch 1578 | loss: 0.0311848 | val_loss: 0.0311911 | Time: 3583.59 ms
[2021-01-22 08:36:01 main:574] : INFO : Epoch 1579 | loss: 0.0311837 | val_loss: 0.0311913 | Time: 3704.1 ms
[2021-01-22 08:36:05 main:574] : INFO : Epoch 1580 | loss: 0.0311851 | val_loss: 0.0311907 | Time: 3674.45 ms
[2021-01-22 08:36:08 main:574] : INFO : Epoch 1581 | loss: 0.0311843 | val_loss: 0.0312004 | Time: 3601.38 ms
[2021-01-22 08:36:12 main:574] : INFO : Epoch 1582 | loss: 0.0311856 | val_loss: 0.0311918 | Time: 3485.66 ms
[2021-01-22 08:36:16 main:574] : INFO : Epoch 1583 | loss: 0.0311836 | val_loss: 0.031189 | Time: 3572.64 ms
[2021-01-22 08:36:19 main:574] : INFO : Epoch 1584 | loss: 0.031184 | val_loss: 0.031192 | Time: 3611.02 ms
[2021-01-22 08:36:23 main:574] : INFO : Epoch 1585 | loss: 0.0311857 | val_loss: 0.0311918 | Time: 3591.66 ms
[2021-01-22 08:36:27 main:574] : INFO : Epoch 1586 | loss: 0.0311843 | val_loss: 0.0311904 | Time: 3534.84 ms
[2021-01-22 08:36:30 main:574] : INFO : Epoch 1587 | loss: 0.0311835 | val_loss: 0.031189 | Time: 3744.91 ms
[2021-01-22 08:36:34 main:574] : INFO : Epoch 1588 | loss: 0.0311832 | val_loss: 0.0311906 | Time: 3650.7 ms
[2021-01-22 08:36:38 main:574] : INFO : Epoch 1589 | loss: 0.0311832 | val_loss: 0.0311889 | Time: 3803.68 ms
[2021-01-22 08:36:42 main:574] : INFO : Epoch 1590 | loss: 0.0311831 | val_loss: 0.0311936 | Time: 3869.42 ms
[2021-01-22 08:36:46 main:574] : INFO : Epoch 1591 | loss: 0.0311827 | val_loss: 0.0311898 | Time: 3683.94 ms
[2021-01-22 08:36:49 main:574] : INFO : Epoch 1592 | loss: 0.0311824 | val_loss: 0.0311914 | Time: 3619.65 ms
[2021-01-22 08:36:53 main:574] : INFO : Epoch 1593 | loss: 0.0311834 | val_loss: 0.0311876 | Time: 3754.75 ms
[2021-01-22 08:36:57 main:574] : INFO : Epoch 1594 | loss: 0.0311834 | val_loss: 0.0311892 | Time: 3656.67 ms
[2021-01-22 08:37:01 main:574] : INFO : Epoch 1595 | loss: 0.0311845 | val_loss: 0.0311903 | Time: 3675.61 ms
[2021-01-22 08:37:04 main:574] : INFO : Epoch 1596 | loss: 0.0311843 | val_loss: 0.0311897 | Time: 3735.76 ms
[2021-01-22 08:37:08 main:574] : INFO : Epoch 1597 | loss: 0.0311847 | val_loss: 0.0311909 | Time: 3764.84 ms
[2021-01-22 08:37:12 main:574] : INFO : Epoch 1598 | loss: 0.031185 | val_loss: 0.0311979 | Time: 3622.03 ms
[2021-01-22 08:37:16 main:574] : INFO : Epoch 1599 | loss: 0.031185 | val_loss: 0.0311931 | Time: 3649.15 ms
[2021-01-22 08:37:19 main:574] : INFO : Epoch 1600 | loss: 0.0311851 | val_loss: 0.0311906 | Time: 3683.72 ms
[2021-01-22 08:37:23 main:574] : INFO : Epoch 1601 | loss: 0.0311839 | val_loss: 0.0311939 | Time: 3634.54 ms
[2021-01-22 08:37:27 main:574] : INFO : Epoch 1602 | loss: 0.0311845 | val_loss: 0.0311926 | Time: 3659.25 ms
[2021-01-22 08:37:31 main:574] : INFO : Epoch 1603 | loss: 0.031183 | val_loss: 0.0311904 | Time: 3592.02 ms
[2021-01-22 08:37:34 main:574] : INFO : Epoch 1604 | loss: 0.0311825 | val_loss: 0.0311903 | Time: 3653.02 ms
[2021-01-22 08:37:38 main:574] : INFO : Epoch 1605 | loss: 0.0311838 | val_loss: 0.0311926 | Time: 3717.96 ms
[2021-01-22 08:37:42 main:574] : INFO : Epoch 1606 | loss: 0.0311842 | val_loss: 0.0311976 | Time: 3708.95 ms
[2021-01-22 08:37:46 main:574] : INFO : Epoch 1607 | loss: 0.0311832 | val_loss: 0.0311906 | Time: 3790.08 ms
[2021-01-22 08:37:49 main:574] : INFO : Epoch 1608 | loss: 0.0311823 | val_loss: 0.0311913 | Time: 3583.29 ms
[2021-01-22 08:37:53 main:574] : INFO : Epoch 1609 | loss: 0.0311818 | val_loss: 0.0311949 | Time: 3534.36 ms
[2021-01-22 08:37:57 main:574] : INFO : Epoch 1610 | loss: 0.0311828 | val_loss: 0.0311903 | Time: 3776.17 ms
[2021-01-22 08:38:00 main:574] : INFO : Epoch 1611 | loss: 0.0311809 | val_loss: 0.0311905 | Time: 3557.27 ms
[2021-01-22 08:38:04 main:574] : INFO : Epoch 1612 | loss: 0.0311813 | val_loss: 0.0311931 | Time: 3578.56 ms
[2021-01-22 08:38:08 main:574] : INFO : Epoch 1613 | loss: 0.0311813 | val_loss: 0.0311924 | Time: 3650.45 ms
[2021-01-22 08:38:11 main:574] : INFO : Epoch 1614 | loss: 0.0311822 | val_loss: 0.0311982 | Time: 3595.05 ms
[2021-01-22 08:38:15 main:574] : INFO : Epoch 1615 | loss: 0.0311868 | val_loss: 0.0311901 | Time: 3633.17 ms
[2021-01-22 08:38:19 main:574] : INFO : Epoch 1616 | loss: 0.031185 | val_loss: 0.0311975 | Time: 3620.2 ms
[2021-01-22 08:38:23 main:574] : INFO : Epoch 1617 | loss: 0.0311856 | val_loss: 0.0311891 | Time: 3774.87 ms
[2021-01-22 08:38:27 main:574] : INFO : Epoch 1618 | loss: 0.0311824 | val_loss: 0.0311887 | Time: 3789.87 ms
[2021-01-22 08:38:30 main:574] : INFO : Epoch 1619 | loss: 0.031183 | val_loss: 0.0311935 | Time: 3651.5 ms
[2021-01-22 08:38:34 main:574] : INFO : Epoch 1620 | loss: 0.0311839 | val_loss: 0.0311916 | Time: 3595.42 ms
[2021-01-22 08:38:38 main:574] : INFO : Epoch 1621 | loss: 0.0311839 | val_loss: 0.0311908 | Time: 3643.79 ms
[2021-01-22 08:38:41 main:574] : INFO : Epoch 1622 | loss: 0.0311843 | val_loss: 0.0311934 | Time: 3633.62 ms
[2021-01-22 08:38:45 main:574] : INFO : Epoch 1623 | loss: 0.031182 | val_loss: 0.0311893 | Time: 3616.81 ms
[2021-01-22 08:38:49 main:574] : INFO : Epoch 1624 | loss: 0.0311817 | val_loss: 0.0311893 | Time: 3762.77 ms
[2021-01-22 08:38:53 main:574] : INFO : Epoch 1625 | loss: 0.0311824 | val_loss: 0.0311894 | Time: 3685.38 ms
[2021-01-22 08:38:56 main:574] : INFO : Epoch 1626 | loss: 0.031182 | val_loss: 0.0311897 | Time: 3614.6 ms
[2021-01-22 08:39:00 main:574] : INFO : Epoch 1627 | loss: 0.031183 | val_loss: 0.0311903 | Time: 3674.13 ms
[2021-01-22 08:39:04 main:574] : INFO : Epoch 1628 | loss: 0.0311838 | val_loss: 0.0311889 | Time: 3749.08 ms
[2021-01-22 08:39:08 main:574] : INFO : Epoch 1629 | loss: 0.0311861 | val_loss: 0.0311914 | Time: 3740.86 ms
[2021-01-22 08:39:11 main:574] : INFO : Epoch 1630 | loss: 0.0311843 | val_loss: 0.0311958 | Time: 3575.34 ms
[2021-01-22 08:39:15 main:574] : INFO : Epoch 1631 | loss: 0.0311839 | val_loss: 0.0311904 | Time: 3647.35 ms
[2021-01-22 08:39:19 main:574] : INFO : Epoch 1632 | loss: 0.0311822 | val_loss: 0.0311919 | Time: 3712.96 ms
[2021-01-22 08:39:23 main:574] : INFO : Epoch 1633 | loss: 0.0311824 | val_loss: 0.0311895 | Time: 3564.55 ms
[2021-01-22 08:39:26 main:574] : INFO : Epoch 1634 | loss: 0.0311822 | val_loss: 0.0311903 | Time: 3562.44 ms
[2021-01-22 08:39:30 main:574] : INFO : Epoch 1635 | loss: 0.0311835 | val_loss: 0.0311921 | Time: 3673.85 ms
[2021-01-22 08:39:34 main:574] : INFO : Epoch 1636 | loss: 0.0311832 | val_loss: 0.0311895 | Time: 3622.59 ms
[2021-01-22 08:39:37 main:574] : INFO : Epoch 1637 | loss: 0.0311831 | val_loss: 0.0311899 | Time: 3655.49 ms
[2021-01-22 08:39:41 main:574] : INFO : Epoch 1638 | loss: 0.0311828 | val_loss: 0.0311898 | Time: 3672.62 ms
[2021-01-22 08:39:45 main:574] : INFO : Epoch 1639 | loss: 0.0311828 | val_loss: 0.0311904 | Time: 3575.2 ms
[2021-01-22 08:39:49 main:574] : INFO : Epoch 1640 | loss: 0.0311824 | val_loss: 0.0311893 | Time: 3607.54 ms
[2021-01-22 08:39:52 main:574] : INFO : Epoch 1641 | loss: 0.031182 | val_loss: 0.031191 | Time: 3563.27 ms
[2021-01-22 08:39:56 main:574] : INFO : Epoch 1642 | loss: 0.0311817 | val_loss: 0.0311916 | Time: 3735.49 ms
[2021-01-22 08:40:00 main:574] : INFO : Epoch 1643 | loss: 0.0311833 | val_loss: 0.0311903 | Time: 3563.94 ms
[2021-01-22 08:40:03 main:574] : INFO : Epoch 1644 | loss: 0.0311847 | val_loss: 0.0311908 | Time: 3568.79 ms
[2021-01-22 08:40:07 main:574] : INFO : Epoch 1645 | loss: 0.0311861 | val_loss: 0.0311977 | Time: 3564.17 ms
[2021-01-22 08:40:11 main:574] : INFO : Epoch 1646 | loss: 0.0311844 | val_loss: 0.0311933 | Time: 3741.86 ms
[2021-01-22 08:40:14 main:574] : INFO : Epoch 1647 | loss: 0.0311839 | val_loss: 0.0311922 | Time: 3671.18 ms
[2021-01-22 08:40:18 main:574] : INFO : Epoch 1648 | loss: 0.0311832 | val_loss: 0.0311924 | Time: 3706.38 ms
[2021-01-22 08:40:22 main:574] : INFO : Epoch 1649 | loss: 0.0311842 | val_loss: 0.0311917 | Time: 3558.95 ms
[2021-01-22 08:40:25 main:574] : INFO : Epoch 1650 | loss: 0.0311837 | val_loss: 0.031191 | Time: 3573.58 ms
[2021-01-22 08:40:29 main:574] : INFO : Epoch 1651 | loss: 0.0311832 | val_loss: 0.031191 | Time: 3643.79 ms
[2021-01-22 08:40:33 main:574] : INFO : Epoch 1652 | loss: 0.0311829 | val_loss: 0.0311919 | Time: 3685.02 ms
[2021-01-22 08:40:37 main:574] : INFO : Epoch 1653 | loss: 0.0311832 | val_loss: 0.0311922 | Time: 3674.47 ms
[2021-01-22 08:40:40 main:574] : INFO : Epoch 1654 | loss: 0.0311839 | val_loss: 0.0311932 | Time: 3782.65 ms
[2021-01-22 08:40:44 main:574] : INFO : Epoch 1655 | loss: 0.0311821 | val_loss: 0.0311953 | Time: 3551.32 ms
[2021-01-22 08:40:48 main:574] : INFO : Epoch 1656 | loss: 0.031187 | val_loss: 0.0311937 | Time: 3591.42 ms
[2021-01-22 08:40:52 main:574] : INFO : Epoch 1657 | loss: 0.0311827 | val_loss: 0.0311901 | Time: 3667.13 ms
[2021-01-22 08:40:55 main:574] : INFO : Epoch 1658 | loss: 0.0311833 | val_loss: 0.0311942 | Time: 3679.73 ms
[2021-01-22 08:40:59 main:574] : INFO : Epoch 1659 | loss: 0.0311893 | val_loss: 0.0311947 | Time: 3646.45 ms
[2021-01-22 08:41:03 main:574] : INFO : Epoch 1660 | loss: 0.0311888 | val_loss: 0.0311943 | Time: 3586.59 ms
[2021-01-22 08:41:06 main:574] : INFO : Epoch 1661 | loss: 0.0311883 | val_loss: 0.0311911 | Time: 3605.96 ms
[2021-01-22 08:41:10 main:574] : INFO : Epoch 1662 | loss: 0.0311892 | val_loss: 0.0311911 | Time: 3652.91 ms
[2021-01-22 08:41:14 main:574] : INFO : Epoch 1663 | loss: 0.0311885 | val_loss: 0.0311995 | Time: 3535.68 ms
[2021-01-22 08:41:18 main:574] : INFO : Epoch 1664 | loss: 0.0311904 | val_loss: 0.0311947 | Time: 3655.05 ms
[2021-01-22 08:41:21 main:574] : INFO : Epoch 1665 | loss: 0.0311883 | val_loss: 0.0311921 | Time: 3557.3 ms
[2021-01-22 08:41:25 main:574] : INFO : Epoch 1666 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 3664.11 ms
[2021-01-22 08:41:29 main:574] : INFO : Epoch 1667 | loss: 0.0311891 | val_loss: 0.0311923 | Time: 3671.67 ms
[2021-01-22 08:41:32 main:574] : INFO : Epoch 1668 | loss: 0.0311912 | val_loss: 0.0311957 | Time: 3704.74 ms
[2021-01-22 08:41:36 main:574] : INFO : Epoch 1669 | loss: 0.031191 | val_loss: 0.0311947 | Time: 3671.75 ms
[2021-01-22 08:41:40 main:574] : INFO : Epoch 1670 | loss: 0.0311892 | val_loss: 0.0311952 | Time: 3688.51 ms
[2021-01-22 08:41:43 main:574] : INFO : Epoch 1671 | loss: 0.0311889 | val_loss: 0.0311912 | Time: 3434.41 ms
[2021-01-22 08:41:47 main:574] : INFO : Epoch 1672 | loss: 0.0311882 | val_loss: 0.0311916 | Time: 3568.67 ms
[2021-01-22 08:41:51 main:574] : INFO : Epoch 1673 | loss: 0.0311899 | val_loss: 0.0311952 | Time: 3798.2 ms
[2021-01-22 08:41:55 main:574] : INFO : Epoch 1674 | loss: 0.0311882 | val_loss: 0.0311904 | Time: 3650.89 ms
[2021-01-22 08:41:58 main:574] : INFO : Epoch 1675 | loss: 0.0311875 | val_loss: 0.0311919 | Time: 3624.76 ms
[2021-01-22 08:42:02 main:574] : INFO : Epoch 1676 | loss: 0.0311881 | val_loss: 0.0311922 | Time: 3821.08 ms
[2021-01-22 08:42:06 main:574] : INFO : Epoch 1677 | loss: 0.0311893 | val_loss: 0.0311911 | Time: 3617.63 ms
[2021-01-22 08:42:10 main:574] : INFO : Epoch 1678 | loss: 0.0311875 | val_loss: 0.0311908 | Time: 3641.91 ms
[2021-01-22 08:42:13 main:574] : INFO : Epoch 1679 | loss: 0.0311873 | val_loss: 0.0311957 | Time: 3789.07 ms
[2021-01-22 08:42:17 main:574] : INFO : Epoch 1680 | loss: 0.0311871 | val_loss: 0.0311939 | Time: 3639.18 ms
[2021-01-22 08:42:21 main:574] : INFO : Epoch 1681 | loss: 0.0311871 | val_loss: 0.0311913 | Time: 3596.11 ms
[2021-01-22 08:42:24 main:574] : INFO : Epoch 1682 | loss: 0.0311869 | val_loss: 0.0311921 | Time: 3650.06 ms
[2021-01-22 08:42:28 main:574] : INFO : Epoch 1683 | loss: 0.0311862 | val_loss: 0.0311908 | Time: 3654.12 ms
[2021-01-22 08:42:32 main:574] : INFO : Epoch 1684 | loss: 0.0311881 | val_loss: 0.0311914 | Time: 3498.34 ms
[2021-01-22 08:42:36 main:574] : INFO : Epoch 1685 | loss: 0.0311872 | val_loss: 0.0311923 | Time: 3724.83 ms
[2021-01-22 08:42:39 main:574] : INFO : Epoch 1686 | loss: 0.0311878 | val_loss: 0.0311926 | Time: 3445.88 ms
[2021-01-22 08:42:43 main:574] : INFO : Epoch 1687 | loss: 0.0311885 | val_loss: 0.0311921 | Time: 3626.84 ms
[2021-01-22 08:42:46 main:574] : INFO : Epoch 1688 | loss: 0.0311883 | val_loss: 0.0311905 | Time: 3753.71 ms
[2021-01-22 08:42:50 main:574] : INFO : Epoch 1689 | loss: 0.0311883 | val_loss: 0.0311903 | Time: 3758.58 ms
[2021-01-22 08:42:54 main:574] : INFO : Epoch 1690 | loss: 0.0311884 | val_loss: 0.0311901 | Time: 3620.1 ms
[2021-01-22 08:42:58 main:574] : INFO : Epoch 1691 | loss: 0.0311881 | val_loss: 0.0311922 | Time: 3628.31 ms
[2021-01-22 08:43:01 main:574] : INFO : Epoch 1692 | loss: 0.031191 | val_loss: 0.0311973 | Time: 3626.29 ms
[2021-01-22 08:43:05 main:574] : INFO : Epoch 1693 | loss: 0.0311935 | val_loss: 0.0311941 | Time: 3651.76 ms
[2021-01-22 08:43:09 main:574] : INFO : Epoch 1694 | loss: 0.0311904 | val_loss: 0.0311937 | Time: 3725.05 ms
[2021-01-22 08:43:13 main:574] : INFO : Epoch 1695 | loss: 0.0311894 | val_loss: 0.0311917 | Time: 3634.64 ms
[2021-01-22 08:43:16 main:574] : INFO : Epoch 1696 | loss: 0.0311887 | val_loss: 0.0311927 | Time: 3522.93 ms
[2021-01-22 08:43:20 main:574] : INFO : Epoch 1697 | loss: 0.0311884 | val_loss: 0.0311914 | Time: 3547.41 ms
[2021-01-22 08:43:24 main:574] : INFO : Epoch 1698 | loss: 0.0311883 | val_loss: 0.0311944 | Time: 3744.26 ms
[2021-01-22 08:43:28 main:574] : INFO : Epoch 1699 | loss: 0.0311892 | val_loss: 0.0311929 | Time: 3580.39 ms
[2021-01-22 08:43:31 main:574] : INFO : Epoch 1700 | loss: 0.0311924 | val_loss: 0.0311998 | Time: 3742.13 ms
[2021-01-22 08:43:35 main:574] : INFO : Epoch 1701 | loss: 0.0311894 | val_loss: 0.0311932 | Time: 3603.76 ms
[2021-01-22 08:43:39 main:574] : INFO : Epoch 1702 | loss: 0.0311896 | val_loss: 0.031193 | Time: 3676.59 ms
[2021-01-22 08:43:42 main:574] : INFO : Epoch 1703 | loss: 0.0311881 | val_loss: 0.031192 | Time: 3444.08 ms
[2021-01-22 08:43:46 main:574] : INFO : Epoch 1704 | loss: 0.0311869 | val_loss: 0.031191 | Time: 3606.02 ms
[2021-01-22 08:43:50 main:574] : INFO : Epoch 1705 | loss: 0.0311866 | val_loss: 0.0311929 | Time: 3703.37 ms
[2021-01-22 08:43:53 main:574] : INFO : Epoch 1706 | loss: 0.0311885 | val_loss: 0.0311965 | Time: 3659.46 ms
[2021-01-22 08:43:57 main:574] : INFO : Epoch 1707 | loss: 0.0311882 | val_loss: 0.0311974 | Time: 3566.84 ms
[2021-01-22 08:44:01 main:574] : INFO : Epoch 1708 | loss: 0.031189 | val_loss: 0.0311911 | Time: 3701.66 ms
[2021-01-22 08:44:05 main:574] : INFO : Epoch 1709 | loss: 0.0311857 | val_loss: 0.0311927 | Time: 3700.23 ms
[2021-01-22 08:44:08 main:574] : INFO : Epoch 1710 | loss: 0.0311859 | val_loss: 0.0311959 | Time: 3548.94 ms
[2021-01-22 08:44:12 main:574] : INFO : Epoch 1711 | loss: 0.0311858 | val_loss: 0.0311942 | Time: 3634.23 ms
[2021-01-22 08:44:16 main:574] : INFO : Epoch 1712 | loss: 0.0311858 | val_loss: 0.0311939 | Time: 3646.68 ms
[2021-01-22 08:44:19 main:574] : INFO : Epoch 1713 | loss: 0.0311861 | val_loss: 0.0311916 | Time: 3667.26 ms
[2021-01-22 08:44:23 main:574] : INFO : Epoch 1714 | loss: 0.0311876 | val_loss: 0.0311912 | Time: 3626.42 ms
[2021-01-22 08:44:27 main:574] : INFO : Epoch 1715 | loss: 0.0311861 | val_loss: 0.0311913 | Time: 3645.54 ms
[2021-01-22 08:44:30 main:574] : INFO : Epoch 1716 | loss: 0.0311854 | val_loss: 0.0311907 | Time: 3552.52 ms
[2021-01-22 08:44:34 main:574] : INFO : Epoch 1717 | loss: 0.0311874 | val_loss: 0.0311912 | Time: 3623.48 ms
[2021-01-22 08:44:38 main:574] : INFO : Epoch 1718 | loss: 0.0311862 | val_loss: 0.0311907 | Time: 3676.64 ms
[2021-01-22 08:44:42 main:574] : INFO : Epoch 1719 | loss: 0.0311857 | val_loss: 0.0311903 | Time: 3678.84 ms
[2021-01-22 08:44:45 main:574] : INFO : Epoch 1720 | loss: 0.0311857 | val_loss: 0.0311903 | Time: 3695.29 ms
[2021-01-22 08:44:49 main:574] : INFO : Epoch 1721 | loss: 0.0311881 | val_loss: 0.0311926 | Time: 3575.47 ms
[2021-01-22 08:44:53 main:574] : INFO : Epoch 1722 | loss: 0.0311866 | val_loss: 0.0311952 | Time: 3577.96 ms
[2021-01-22 08:44:56 main:574] : INFO : Epoch 1723 | loss: 0.0311872 | val_loss: 0.0311917 | Time: 3707.9 ms
[2021-01-22 08:45:00 main:574] : INFO : Epoch 1724 | loss: 0.031186 | val_loss: 0.0311939 | Time: 3613.74 ms
[2021-01-22 08:45:04 main:574] : INFO : Epoch 1725 | loss: 0.0311864 | val_loss: 0.0311919 | Time: 3581.46 ms
[2021-01-22 08:45:07 main:574] : INFO : Epoch 1726 | loss: 0.0311861 | val_loss: 0.0311921 | Time: 3678.2 ms
[2021-01-22 08:45:11 main:574] : INFO : Epoch 1727 | loss: 0.0311861 | val_loss: 0.0311911 | Time: 3700.39 ms
[2021-01-22 08:45:15 main:574] : INFO : Epoch 1728 | loss: 0.0311852 | val_loss: 0.0311935 | Time: 3571.69 ms
[2021-01-22 08:45:19 main:574] : INFO : Epoch 1729 | loss: 0.0311881 | val_loss: 0.0311918 | Time: 3724.68 ms
[2021-01-22 08:45:22 main:574] : INFO : Epoch 1730 | loss: 0.0311859 | val_loss: 0.0311938 | Time: 3558 ms
[2021-01-22 08:45:26 main:574] : INFO : Epoch 1731 | loss: 0.0311852 | val_loss: 0.0311911 | Time: 3667.4 ms
[2021-01-22 08:45:30 main:574] : INFO : Epoch 1732 | loss: 0.0311874 | val_loss: 0.0311967 | Time: 3657.58 ms
[2021-01-22 08:45:33 main:574] : INFO : Epoch 1733 | loss: 0.0311866 | val_loss: 0.03119 | Time: 3531.88 ms
[2021-01-22 08:45:37 main:574] : INFO : Epoch 1734 | loss: 0.0311856 | val_loss: 0.0311901 | Time: 3623.55 ms
[2021-01-22 08:45:41 main:574] : INFO : Epoch 1735 | loss: 0.0311846 | val_loss: 0.0311892 | Time: 3782.34 ms
[2021-01-22 08:45:44 main:574] : INFO : Epoch 1736 | loss: 0.0311845 | val_loss: 0.031189 | Time: 3509.82 ms
[2021-01-22 08:45:48 main:574] : INFO : Epoch 1737 | loss: 0.031187 | val_loss: 0.0311989 | Time: 3619.79 ms
[2021-01-22 08:45:52 main:574] : INFO : Epoch 1738 | loss: 0.0311888 | val_loss: 0.0311896 | Time: 3641.76 ms
[2021-01-22 08:45:55 main:574] : INFO : Epoch 1739 | loss: 0.0311874 | val_loss: 0.0311921 | Time: 3636.83 ms
[2021-01-22 08:45:59 main:574] : INFO : Epoch 1740 | loss: 0.0311863 | val_loss: 0.0311915 | Time: 3547.39 ms
[2021-01-22 08:46:03 main:574] : INFO : Epoch 1741 | loss: 0.0311855 | val_loss: 0.0311908 | Time: 3546.43 ms
[2021-01-22 08:46:06 main:574] : INFO : Epoch 1742 | loss: 0.0311858 | val_loss: 0.03119 | Time: 3674.89 ms
[2021-01-22 08:46:10 main:574] : INFO : Epoch 1743 | loss: 0.0311864 | val_loss: 0.0311918 | Time: 3674.72 ms
[2021-01-22 08:46:14 main:574] : INFO : Epoch 1744 | loss: 0.0311849 | val_loss: 0.0311904 | Time: 3622.14 ms
[2021-01-22 08:46:17 main:574] : INFO : Epoch 1745 | loss: 0.0311841 | val_loss: 0.0311918 | Time: 3645.12 ms
[2021-01-22 08:46:21 main:574] : INFO : Epoch 1746 | loss: 0.0311861 | val_loss: 0.0311922 | Time: 3674.4 ms
[2021-01-22 08:46:25 main:574] : INFO : Epoch 1747 | loss: 0.0311845 | val_loss: 0.0311923 | Time: 3653.75 ms
[2021-01-22 08:46:29 main:574] : INFO : Epoch 1748 | loss: 0.0311893 | val_loss: 0.0311978 | Time: 3638.26 ms
[2021-01-22 08:46:32 main:574] : INFO : Epoch 1749 | loss: 0.0311978 | val_loss: 0.0312144 | Time: 3762.1 ms
[2021-01-22 08:46:36 main:574] : INFO : Epoch 1750 | loss: 0.033077 | val_loss: 0.0324794 | Time: 3682.34 ms
[2021-01-22 08:46:40 main:574] : INFO : Epoch 1751 | loss: 0.041648 | val_loss: 0.0323817 | Time: 3631.47 ms
[2021-01-22 08:46:44 main:574] : INFO : Epoch 1752 | loss: 0.0319704 | val_loss: 0.0315397 | Time: 3630.12 ms
[2021-01-22 08:46:47 main:574] : INFO : Epoch 1753 | loss: 0.0314023 | val_loss: 0.0312992 | Time: 3584.47 ms
[2021-01-22 08:46:51 main:574] : INFO : Epoch 1754 | loss: 0.0312829 | val_loss: 0.0312676 | Time: 3804.63 ms
[2021-01-22 08:46:55 main:574] : INFO : Epoch 1755 | loss: 0.0312599 | val_loss: 0.0312553 | Time: 3634.39 ms
[2021-01-22 08:46:58 main:574] : INFO : Epoch 1756 | loss: 0.0312532 | val_loss: 0.0312513 | Time: 3608.76 ms
[2021-01-22 08:47:02 main:574] : INFO : Epoch 1757 | loss: 0.0312506 | val_loss: 0.0312489 | Time: 3663.29 ms
[2021-01-22 08:47:06 main:574] : INFO : Epoch 1758 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 3549.49 ms
[2021-01-22 08:47:09 main:574] : INFO : Epoch 1759 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 3559.49 ms
[2021-01-22 08:47:13 main:574] : INFO : Epoch 1760 | loss: 0.0312434 | val_loss: 0.0312434 | Time: 3668.81 ms
[2021-01-22 08:47:17 main:574] : INFO : Epoch 1761 | loss: 0.0312422 | val_loss: 0.031242 | Time: 3465.54 ms
[2021-01-22 08:47:20 main:574] : INFO : Epoch 1762 | loss: 0.0312405 | val_loss: 0.0312397 | Time: 3548.79 ms
[2021-01-22 08:47:24 main:574] : INFO : Epoch 1763 | loss: 0.0312396 | val_loss: 0.0312389 | Time: 3705.07 ms
[2021-01-22 08:47:28 main:574] : INFO : Epoch 1764 | loss: 0.0312377 | val_loss: 0.0312365 | Time: 3656.39 ms
[2021-01-22 08:47:31 main:574] : INFO : Epoch 1765 | loss: 0.0312358 | val_loss: 0.0312346 | Time: 3545.84 ms
[2021-01-22 08:47:35 main:574] : INFO : Epoch 1766 | loss: 0.0312351 | val_loss: 0.0312344 | Time: 3842.16 ms
[2021-01-22 08:47:39 main:574] : INFO : Epoch 1767 | loss: 0.0312341 | val_loss: 0.0312325 | Time: 3678.24 ms
[2021-01-22 08:47:43 main:574] : INFO : Epoch 1768 | loss: 0.0312331 | val_loss: 0.0312317 | Time: 3891.11 ms
[2021-01-22 08:47:47 main:574] : INFO : Epoch 1769 | loss: 0.0312326 | val_loss: 0.0312313 | Time: 3639.79 ms
[2021-01-22 08:47:50 main:574] : INFO : Epoch 1770 | loss: 0.0312317 | val_loss: 0.0312308 | Time: 3628.79 ms
[2021-01-22 08:47:54 main:574] : INFO : Epoch 1771 | loss: 0.0312307 | val_loss: 0.0312302 | Time: 3686.79 ms
[2021-01-22 08:47:58 main:574] : INFO : Epoch 1772 | loss: 0.0312305 | val_loss: 0.0312296 | Time: 3623.68 ms
[2021-01-22 08:48:01 main:574] : INFO : Epoch 1773 | loss: 0.0312292 | val_loss: 0.0312282 | Time: 3639.06 ms
[2021-01-22 08:48:05 main:574] : INFO : Epoch 1774 | loss: 0.031228 | val_loss: 0.0312253 | Time: 3750.67 ms
[2021-01-22 08:48:09 main:574] : INFO : Epoch 1775 | loss: 0.0312256 | val_loss: 0.0312245 | Time: 3665.01 ms
[2021-01-22 08:48:13 main:574] : INFO : Epoch 1776 | loss: 0.0312252 | val_loss: 0.0312242 | Time: 3580.78 ms
[2021-01-22 08:48:16 main:574] : INFO : Epoch 1777 | loss: 0.0312245 | val_loss: 0.0312239 | Time: 3654.95 ms
[2021-01-22 08:48:20 main:574] : INFO : Epoch 1778 | loss: 0.0312243 | val_loss: 0.0312233 | Time: 3704.22 ms
[2021-01-22 08:48:24 main:574] : INFO : Epoch 1779 | loss: 0.0312243 | val_loss: 0.0312231 | Time: 3697.93 ms
[2021-01-22 08:48:28 main:574] : INFO : Epoch 1780 | loss: 0.0312237 | val_loss: 0.0312231 | Time: 3715.8 ms
[2021-01-22 08:48:31 main:574] : INFO : Epoch 1781 | loss: 0.0312229 | val_loss: 0.031222 | Time: 3493.71 ms
[2021-01-22 08:48:35 main:574] : INFO : Epoch 1782 | loss: 0.031223 | val_loss: 0.0312226 | Time: 3705.22 ms
[2021-01-22 08:48:39 main:574] : INFO : Epoch 1783 | loss: 0.0312225 | val_loss: 0.0312218 | Time: 3708.6 ms
[2021-01-22 08:48:42 main:574] : INFO : Epoch 1784 | loss: 0.0312232 | val_loss: 0.0312228 | Time: 3631.46 ms
[2021-01-22 08:48:46 main:574] : INFO : Epoch 1785 | loss: 0.031222 | val_loss: 0.0312213 | Time: 3769.89 ms
[2021-01-22 08:48:50 main:574] : INFO : Epoch 1786 | loss: 0.0312221 | val_loss: 0.0312213 | Time: 3582.26 ms
[2021-01-22 08:48:54 main:574] : INFO : Epoch 1787 | loss: 0.0312227 | val_loss: 0.0312196 | Time: 3721.95 ms
[2021-01-22 08:48:58 main:574] : INFO : Epoch 1788 | loss: 0.0312211 | val_loss: 0.0312192 | Time: 3751.37 ms
[2021-01-22 08:49:01 main:574] : INFO : Epoch 1789 | loss: 0.0312222 | val_loss: 0.0312221 | Time: 3740.6 ms
[2021-01-22 08:49:05 main:574] : INFO : Epoch 1790 | loss: 0.0312212 | val_loss: 0.0312198 | Time: 3632.5 ms
[2021-01-22 08:49:09 main:574] : INFO : Epoch 1791 | loss: 0.0312207 | val_loss: 0.0312182 | Time: 3605.79 ms
[2021-01-22 08:49:12 main:574] : INFO : Epoch 1792 | loss: 0.0312196 | val_loss: 0.0312189 | Time: 3595.07 ms
[2021-01-22 08:49:16 main:574] : INFO : Epoch 1793 | loss: 0.0312194 | val_loss: 0.0312174 | Time: 3669.47 ms
[2021-01-22 08:49:20 main:574] : INFO : Epoch 1794 | loss: 0.0312194 | val_loss: 0.0312191 | Time: 3706.64 ms
[2021-01-22 08:49:23 main:574] : INFO : Epoch 1795 | loss: 0.0312189 | val_loss: 0.0312189 | Time: 3643.11 ms
[2021-01-22 08:49:27 main:574] : INFO : Epoch 1796 | loss: 0.0312191 | val_loss: 0.0312181 | Time: 3556.3 ms
[2021-01-22 08:49:31 main:574] : INFO : Epoch 1797 | loss: 0.0312187 | val_loss: 0.0312167 | Time: 3492.5 ms
[2021-01-22 08:49:34 main:574] : INFO : Epoch 1798 | loss: 0.0312181 | val_loss: 0.0312166 | Time: 3636.53 ms
[2021-01-22 08:49:38 main:574] : INFO : Epoch 1799 | loss: 0.0312179 | val_loss: 0.0312159 | Time: 3553.62 ms
[2021-01-22 08:49:42 main:574] : INFO : Epoch 1800 | loss: 0.0312179 | val_loss: 0.0312155 | Time: 3578.81 ms
[2021-01-22 08:49:45 main:574] : INFO : Epoch 1801 | loss: 0.0312168 | val_loss: 0.0312162 | Time: 3758.26 ms
[2021-01-22 08:49:49 main:574] : INFO : Epoch 1802 | loss: 0.0312182 | val_loss: 0.0312219 | Time: 3713 ms
[2021-01-22 08:49:53 main:574] : INFO : Epoch 1803 | loss: 0.0312176 | val_loss: 0.0312144 | Time: 3630.66 ms
[2021-01-22 08:49:56 main:574] : INFO : Epoch 1804 | loss: 0.031216 | val_loss: 0.0312154 | Time: 3555.14 ms
[2021-01-22 08:50:00 main:574] : INFO : Epoch 1805 | loss: 0.0312162 | val_loss: 0.0312154 | Time: 3532.4 ms
[2021-01-22 08:50:04 main:574] : INFO : Epoch 1806 | loss: 0.0312162 | val_loss: 0.0312152 | Time: 3634.1 ms
[2021-01-22 08:50:07 main:574] : INFO : Epoch 1807 | loss: 0.031216 | val_loss: 0.0312168 | Time: 3675.06 ms
[2021-01-22 08:50:11 main:574] : INFO : Epoch 1808 | loss: 0.0312158 | val_loss: 0.031215 | Time: 3636.5 ms
[2021-01-22 08:50:15 main:574] : INFO : Epoch 1809 | loss: 0.0312161 | val_loss: 0.0312144 | Time: 3759.06 ms
[2021-01-22 08:50:19 main:574] : INFO : Epoch 1810 | loss: 0.0312178 | val_loss: 0.0312179 | Time: 3439.3 ms
[2021-01-22 08:50:23 main:574] : INFO : Epoch 1811 | loss: 0.0312179 | val_loss: 0.0312234 | Time: 3767.12 ms
[2021-01-22 08:50:26 main:574] : INFO : Epoch 1812 | loss: 0.0312249 | val_loss: 0.0312204 | Time: 3715.48 ms
[2021-01-22 08:50:30 main:574] : INFO : Epoch 1813 | loss: 0.0312237 | val_loss: 0.0312178 | Time: 3770.56 ms
[2021-01-22 08:50:34 main:574] : INFO : Epoch 1814 | loss: 0.0312186 | val_loss: 0.0312173 | Time: 3631.14 ms
[2021-01-22 08:50:38 main:574] : INFO : Epoch 1815 | loss: 0.0312172 | val_loss: 0.0312155 | Time: 3766.87 ms
[2021-01-22 08:50:41 main:574] : INFO : Epoch 1816 | loss: 0.031217 | val_loss: 0.0312147 | Time: 3696.42 ms
[2021-01-22 08:50:45 main:574] : INFO : Epoch 1817 | loss: 0.0312155 | val_loss: 0.0312142 | Time: 3579.51 ms
[2021-01-22 08:50:49 main:574] : INFO : Epoch 1818 | loss: 0.0312164 | val_loss: 0.0312183 | Time: 3718.79 ms
[2021-01-22 08:50:53 main:574] : INFO : Epoch 1819 | loss: 0.0312184 | val_loss: 0.0312136 | Time: 3810.53 ms
[2021-01-22 08:50:57 main:574] : INFO : Epoch 1820 | loss: 0.0312168 | val_loss: 0.0312137 | Time: 3735.53 ms
[2021-01-22 08:51:00 main:574] : INFO : Epoch 1821 | loss: 0.0312153 | val_loss: 0.0312127 | Time: 3615.1 ms
[2021-01-22 08:51:04 main:574] : INFO : Epoch 1822 | loss: 0.0312161 | val_loss: 0.031214 | Time: 3682.61 ms
[2021-01-22 08:51:08 main:574] : INFO : Epoch 1823 | loss: 0.0312132 | val_loss: 0.0312142 | Time: 3779.12 ms
[2021-01-22 08:51:11 main:574] : INFO : Epoch 1824 | loss: 0.031214 | val_loss: 0.0312132 | Time: 3574.02 ms
[2021-01-22 08:51:15 main:574] : INFO : Epoch 1825 | loss: 0.0312128 | val_loss: 0.0312115 | Time: 3721.79 ms
[2021-01-22 08:51:19 main:574] : INFO : Epoch 1826 | loss: 0.0312162 | val_loss: 0.0312165 | Time: 3530.5 ms
[2021-01-22 08:51:22 main:574] : INFO : Epoch 1827 | loss: 0.0312133 | val_loss: 0.0312155 | Time: 3606.48 ms
[2021-01-22 08:51:26 main:574] : INFO : Epoch 1828 | loss: 0.0312132 | val_loss: 0.0312134 | Time: 3718.75 ms
[2021-01-22 08:51:30 main:574] : INFO : Epoch 1829 | loss: 0.0312136 | val_loss: 0.0312146 | Time: 3714.29 ms
[2021-01-22 08:51:34 main:574] : INFO : Epoch 1830 | loss: 0.0312185 | val_loss: 0.0312177 | Time: 3655.46 ms
[2021-01-22 08:51:38 main:574] : INFO : Epoch 1831 | loss: 0.0312161 | val_loss: 0.0312111 | Time: 3743.9 ms
[2021-01-22 08:51:41 main:574] : INFO : Epoch 1832 | loss: 0.0312136 | val_loss: 0.0312123 | Time: 3685.34 ms
[2021-01-22 08:51:45 main:574] : INFO : Epoch 1833 | loss: 0.0312119 | val_loss: 0.031212 | Time: 3724.2 ms
[2021-01-22 08:51:49 main:574] : INFO : Epoch 1834 | loss: 0.0312112 | val_loss: 0.0312098 | Time: 3676.43 ms
[2021-01-22 08:51:53 main:574] : INFO : Epoch 1835 | loss: 0.0312107 | val_loss: 0.0312117 | Time: 3759.92 ms
[2021-01-22 08:51:56 main:574] : INFO : Epoch 1836 | loss: 0.0312143 | val_loss: 0.0312107 | Time: 3566.95 ms
[2021-01-22 08:52:00 main:574] : INFO : Epoch 1837 | loss: 0.0312126 | val_loss: 0.0312102 | Time: 3773.36 ms
[2021-01-22 08:52:04 main:574] : INFO : Epoch 1838 | loss: 0.0312152 | val_loss: 0.0312139 | Time: 3566.3 ms
[2021-01-22 08:52:08 main:574] : INFO : Epoch 1839 | loss: 0.0312137 | val_loss: 0.0312143 | Time: 3711.69 ms
[2021-01-22 08:52:11 main:574] : INFO : Epoch 1840 | loss: 0.031214 | val_loss: 0.0312317 | Time: 3674.26 ms
[2021-01-22 08:52:15 main:574] : INFO : Epoch 1841 | loss: 0.0312156 | val_loss: 0.03121 | Time: 3655.81 ms
[2021-01-22 08:52:19 main:574] : INFO : Epoch 1842 | loss: 0.0312131 | val_loss: 0.0312132 | Time: 3551.26 ms
[2021-01-22 08:52:22 main:574] : INFO : Epoch 1843 | loss: 0.0312106 | val_loss: 0.0312094 | Time: 3528.95 ms
[2021-01-22 08:52:26 main:574] : INFO : Epoch 1844 | loss: 0.031212 | val_loss: 0.0312133 | Time: 3827.22 ms
[2021-01-22 08:52:30 main:574] : INFO : Epoch 1845 | loss: 0.0312143 | val_loss: 0.0312258 | Time: 3586.35 ms
[2021-01-22 08:52:34 main:574] : INFO : Epoch 1846 | loss: 0.0312191 | val_loss: 0.031213 | Time: 3617.96 ms
[2021-01-22 08:52:37 main:574] : INFO : Epoch 1847 | loss: 0.0312111 | val_loss: 0.0312104 | Time: 3799.03 ms
[2021-01-22 08:52:41 main:574] : INFO : Epoch 1848 | loss: 0.0312102 | val_loss: 0.0312102 | Time: 3691.88 ms
[2021-01-22 08:52:45 main:574] : INFO : Epoch 1849 | loss: 0.0312105 | val_loss: 0.0312098 | Time: 3657.55 ms
[2021-01-22 08:52:49 main:574] : INFO : Epoch 1850 | loss: 0.0312108 | val_loss: 0.0312115 | Time: 3607.44 ms
[2021-01-22 08:52:52 main:574] : INFO : Epoch 1851 | loss: 0.0312211 | val_loss: 0.0312319 | Time: 3591.54 ms
[2021-01-22 08:52:56 main:574] : INFO : Epoch 1852 | loss: 0.0312162 | val_loss: 0.0312135 | Time: 3655.61 ms
[2021-01-22 08:53:00 main:574] : INFO : Epoch 1853 | loss: 0.0312115 | val_loss: 0.0312126 | Time: 3599.28 ms
[2021-01-22 08:53:03 main:574] : INFO : Epoch 1854 | loss: 0.0312094 | val_loss: 0.0312147 | Time: 3559.3 ms
[2021-01-22 08:53:07 main:574] : INFO : Epoch 1855 | loss: 0.0312116 | val_loss: 0.0312097 | Time: 3570.89 ms
[2021-01-22 08:53:11 main:574] : INFO : Epoch 1856 | loss: 0.0312079 | val_loss: 0.0312096 | Time: 3867.46 ms
[2021-01-22 08:53:15 main:574] : INFO : Epoch 1857 | loss: 0.0312081 | val_loss: 0.0312097 | Time: 3716.66 ms
[2021-01-22 08:53:18 main:574] : INFO : Epoch 1858 | loss: 0.031208 | val_loss: 0.0312096 | Time: 3701.97 ms
[2021-01-22 08:53:22 main:574] : INFO : Epoch 1859 | loss: 0.0312085 | val_loss: 0.0312099 | Time: 3638.91 ms
[2021-01-22 08:53:26 main:574] : INFO : Epoch 1860 | loss: 0.0312073 | val_loss: 0.0312107 | Time: 3666.22 ms
[2021-01-22 08:53:29 main:574] : INFO : Epoch 1861 | loss: 0.03121 | val_loss: 0.031212 | Time: 3577.23 ms
[2021-01-22 08:53:33 main:574] : INFO : Epoch 1862 | loss: 0.0312097 | val_loss: 0.0312085 | Time: 3656.68 ms
[2021-01-22 08:53:37 main:574] : INFO : Epoch 1863 | loss: 0.0312077 | val_loss: 0.0312139 | Time: 3580.8 ms
[2021-01-22 08:53:40 main:574] : INFO : Epoch 1864 | loss: 0.0312082 | val_loss: 0.0312078 | Time: 3695.3 ms
[2021-01-22 08:53:44 main:574] : INFO : Epoch 1865 | loss: 0.0312102 | val_loss: 0.031217 | Time: 3605.27 ms
[2021-01-22 08:53:48 main:574] : INFO : Epoch 1866 | loss: 0.0312106 | val_loss: 0.0312087 | Time: 3688.43 ms
[2021-01-22 08:53:52 main:574] : INFO : Epoch 1867 | loss: 0.0312068 | val_loss: 0.0312084 | Time: 3712.84 ms
[2021-01-22 08:53:55 main:574] : INFO : Epoch 1868 | loss: 0.031207 | val_loss: 0.031208 | Time: 3587.99 ms
[2021-01-22 08:53:59 main:574] : INFO : Epoch 1869 | loss: 0.0312088 | val_loss: 0.0312081 | Time: 3569.59 ms
[2021-01-22 08:54:03 main:574] : INFO : Epoch 1870 | loss: 0.031209 | val_loss: 0.0312085 | Time: 3592.14 ms
[2021-01-22 08:54:06 main:574] : INFO : Epoch 1871 | loss: 0.0312079 | val_loss: 0.0312081 | Time: 3540.9 ms
[2021-01-22 08:54:10 main:574] : INFO : Epoch 1872 | loss: 0.0312068 | val_loss: 0.0312137 | Time: 3555.62 ms
[2021-01-22 08:54:13 main:574] : INFO : Epoch 1873 | loss: 0.0312128 | val_loss: 0.0312215 | Time: 3609.21 ms
[2021-01-22 08:54:17 main:574] : INFO : Epoch 1874 | loss: 0.0312123 | val_loss: 0.0312101 | Time: 3699.73 ms
[2021-01-22 08:54:21 main:574] : INFO : Epoch 1875 | loss: 0.0312088 | val_loss: 0.0312097 | Time: 3664.76 ms
[2021-01-22 08:54:25 main:574] : INFO : Epoch 1876 | loss: 0.0312068 | val_loss: 0.0312095 | Time: 3739.61 ms
[2021-01-22 08:54:28 main:574] : INFO : Epoch 1877 | loss: 0.0312066 | val_loss: 0.031208 | Time: 3582.51 ms
[2021-01-22 08:54:32 main:574] : INFO : Epoch 1878 | loss: 0.0312073 | val_loss: 0.0312098 | Time: 3722.05 ms
[2021-01-22 08:54:36 main:574] : INFO : Epoch 1879 | loss: 0.0312099 | val_loss: 0.0312088 | Time: 3557.27 ms
[2021-01-22 08:54:39 main:574] : INFO : Epoch 1880 | loss: 0.031208 | val_loss: 0.0312097 | Time: 3493.15 ms
[2021-01-22 08:54:43 main:574] : INFO : Epoch 1881 | loss: 0.0312078 | val_loss: 0.0312147 | Time: 3645.74 ms
[2021-01-22 08:54:47 main:574] : INFO : Epoch 1882 | loss: 0.0312087 | val_loss: 0.0312099 | Time: 3645.35 ms
[2021-01-22 08:54:51 main:574] : INFO : Epoch 1883 | loss: 0.031208 | val_loss: 0.0312092 | Time: 3731.84 ms
[2021-01-22 08:54:54 main:574] : INFO : Epoch 1884 | loss: 0.0312085 | val_loss: 0.03121 | Time: 3717.24 ms
[2021-01-22 08:54:58 main:574] : INFO : Epoch 1885 | loss: 0.0312073 | val_loss: 0.0312082 | Time: 3631.37 ms
[2021-01-22 08:55:02 main:574] : INFO : Epoch 1886 | loss: 0.0312066 | val_loss: 0.0312069 | Time: 3595.97 ms
[2021-01-22 08:55:06 main:574] : INFO : Epoch 1887 | loss: 0.03121 | val_loss: 0.0312169 | Time: 3643.23 ms
[2021-01-22 08:55:09 main:574] : INFO : Epoch 1888 | loss: 0.0312125 | val_loss: 0.0312075 | Time: 3528.46 ms
[2021-01-22 08:55:13 main:574] : INFO : Epoch 1889 | loss: 0.0312081 | val_loss: 0.031212 | Time: 3553.84 ms
[2021-01-22 08:55:16 main:574] : INFO : Epoch 1890 | loss: 0.0312137 | val_loss: 0.0312091 | Time: 3580.33 ms
[2021-01-22 08:55:20 main:574] : INFO : Epoch 1891 | loss: 0.0312077 | val_loss: 0.0312085 | Time: 3688.9 ms
[2021-01-22 08:55:24 main:574] : INFO : Epoch 1892 | loss: 0.0312068 | val_loss: 0.0312094 | Time: 3627.36 ms
[2021-01-22 08:55:28 main:574] : INFO : Epoch 1893 | loss: 0.0312066 | val_loss: 0.0312087 | Time: 3649.47 ms
[2021-01-22 08:55:31 main:574] : INFO : Epoch 1894 | loss: 0.0312077 | val_loss: 0.0312108 | Time: 3611.48 ms
[2021-01-22 08:55:35 main:574] : INFO : Epoch 1895 | loss: 0.0312083 | val_loss: 0.0312074 | Time: 3583.6 ms
[2021-01-22 08:55:38 main:574] : INFO : Epoch 1896 | loss: 0.0312071 | val_loss: 0.0312095 | Time: 3597.84 ms
[2021-01-22 08:55:42 main:574] : INFO : Epoch 1897 | loss: 0.0312091 | val_loss: 0.0312106 | Time: 3499.38 ms
[2021-01-22 08:55:46 main:574] : INFO : Epoch 1898 | loss: 0.0312101 | val_loss: 0.0312097 | Time: 3620.27 ms
[2021-01-22 08:55:49 main:574] : INFO : Epoch 1899 | loss: 0.0312081 | val_loss: 0.0312095 | Time: 3565.33 ms
[2021-01-22 08:55:53 main:574] : INFO : Epoch 1900 | loss: 0.0312074 | val_loss: 0.0312085 | Time: 3521.39 ms
[2021-01-22 08:55:57 main:574] : INFO : Epoch 1901 | loss: 0.0312065 | val_loss: 0.0312107 | Time: 3590.58 ms
[2021-01-22 08:56:00 main:574] : INFO : Epoch 1902 | loss: 0.031208 | val_loss: 0.0312166 | Time: 3550.85 ms
[2021-01-22 08:56:04 main:574] : INFO : Epoch 1903 | loss: 0.0312082 | val_loss: 0.0312079 | Time: 3601.53 ms
[2021-01-22 08:56:08 main:574] : INFO : Epoch 1904 | loss: 0.0312098 | val_loss: 0.0312234 | Time: 3636.78 ms
[2021-01-22 08:56:11 main:574] : INFO : Epoch 1905 | loss: 0.0312116 | val_loss: 0.03121 | Time: 3665.39 ms
[2021-01-22 08:56:15 main:574] : INFO : Epoch 1906 | loss: 0.0312167 | val_loss: 0.0312228 | Time: 3563.71 ms
[2021-01-22 08:56:18 main:574] : INFO : Epoch 1907 | loss: 0.0312109 | val_loss: 0.0312083 | Time: 3574.04 ms
[2021-01-22 08:56:22 main:574] : INFO : Epoch 1908 | loss: 0.0312087 | val_loss: 0.0312166 | Time: 3559.23 ms
[2021-01-22 08:56:26 main:574] : INFO : Epoch 1909 | loss: 0.0312107 | val_loss: 0.0312128 | Time: 3554.74 ms
[2021-01-22 08:56:29 main:574] : INFO : Epoch 1910 | loss: 0.0312069 | val_loss: 0.0312085 | Time: 3688.76 ms
[2021-01-22 08:56:33 main:574] : INFO : Epoch 1911 | loss: 0.0312059 | val_loss: 0.0312078 | Time: 3605 ms
[2021-01-22 08:56:37 main:574] : INFO : Epoch 1912 | loss: 0.0312063 | val_loss: 0.0312097 | Time: 3540.4 ms
[2021-01-22 08:56:40 main:574] : INFO : Epoch 1913 | loss: 0.031209 | val_loss: 0.0312208 | Time: 3659.13 ms
[2021-01-22 08:56:44 main:574] : INFO : Epoch 1914 | loss: 0.0312135 | val_loss: 0.0312083 | Time: 3787.5 ms
[2021-01-22 08:56:48 main:574] : INFO : Epoch 1915 | loss: 0.031207 | val_loss: 0.0312099 | Time: 3643.31 ms
[2021-01-22 08:56:52 main:574] : INFO : Epoch 1916 | loss: 0.0312106 | val_loss: 0.0312301 | Time: 3640.94 ms
[2021-01-22 08:56:56 main:574] : INFO : Epoch 1917 | loss: 0.0312081 | val_loss: 0.0312078 | Time: 3801.98 ms
[2021-01-22 08:56:59 main:574] : INFO : Epoch 1918 | loss: 0.0312077 | val_loss: 0.0312073 | Time: 3630.54 ms
[2021-01-22 08:57:03 main:574] : INFO : Epoch 1919 | loss: 0.0312089 | val_loss: 0.0312116 | Time: 3770.28 ms
[2021-01-22 08:57:07 main:574] : INFO : Epoch 1920 | loss: 0.0312098 | val_loss: 0.0312085 | Time: 3619.07 ms
[2021-01-22 08:57:11 main:574] : INFO : Epoch 1921 | loss: 0.0312079 | val_loss: 0.0312116 | Time: 3625.59 ms
[2021-01-22 08:57:14 main:574] : INFO : Epoch 1922 | loss: 0.0312136 | val_loss: 0.0312107 | Time: 3585.58 ms
[2021-01-22 08:57:18 main:574] : INFO : Epoch 1923 | loss: 0.0312095 | val_loss: 0.0312064 | Time: 3694.98 ms
[2021-01-22 08:57:22 main:574] : INFO : Epoch 1924 | loss: 0.0312114 | val_loss: 0.031225 | Time: 3628.74 ms
[2021-01-22 08:57:25 main:574] : INFO : Epoch 1925 | loss: 0.0312143 | val_loss: 0.031212 | Time: 3610.14 ms
[2021-01-22 08:57:29 main:574] : INFO : Epoch 1926 | loss: 0.0312113 | val_loss: 0.031208 | Time: 3715.05 ms
[2021-01-22 08:57:33 main:574] : INFO : Epoch 1927 | loss: 0.0312094 | val_loss: 0.0312183 | Time: 3743.5 ms
[2021-01-22 08:57:37 main:574] : INFO : Epoch 1928 | loss: 0.0312085 | val_loss: 0.0312093 | Time: 3632.48 ms
[2021-01-22 08:57:40 main:574] : INFO : Epoch 1929 | loss: 0.0312075 | val_loss: 0.0312072 | Time: 3686.94 ms
[2021-01-22 08:57:44 main:574] : INFO : Epoch 1930 | loss: 0.0312064 | val_loss: 0.0312086 | Time: 3584.04 ms
[2021-01-22 08:57:48 main:574] : INFO : Epoch 1931 | loss: 0.0312102 | val_loss: 0.0312126 | Time: 3566.64 ms
[2021-01-22 08:57:51 main:574] : INFO : Epoch 1932 | loss: 0.0312057 | val_loss: 0.0312078 | Time: 3553.66 ms
[2021-01-22 08:57:55 main:574] : INFO : Epoch 1933 | loss: 0.031209 | val_loss: 0.0312079 | Time: 3661.62 ms
[2021-01-22 08:57:59 main:574] : INFO : Epoch 1934 | loss: 0.0312088 | val_loss: 0.0312071 | Time: 3522.73 ms
[2021-01-22 08:58:02 main:574] : INFO : Epoch 1935 | loss: 0.031207 | val_loss: 0.0312056 | Time: 3615.15 ms
[2021-01-22 08:58:06 main:574] : INFO : Epoch 1936 | loss: 0.0312053 | val_loss: 0.0312064 | Time: 3472.72 ms
[2021-01-22 08:58:10 main:574] : INFO : Epoch 1937 | loss: 0.0312085 | val_loss: 0.0312067 | Time: 3649.32 ms
[2021-01-22 08:58:13 main:574] : INFO : Epoch 1938 | loss: 0.0312106 | val_loss: 0.0312072 | Time: 3673.8 ms
[2021-01-22 08:58:17 main:574] : INFO : Epoch 1939 | loss: 0.0312091 | val_loss: 0.0312089 | Time: 3531.56 ms
[2021-01-22 08:58:21 main:574] : INFO : Epoch 1940 | loss: 0.0312082 | val_loss: 0.0312106 | Time: 3548.84 ms
[2021-01-22 08:58:24 main:574] : INFO : Epoch 1941 | loss: 0.0312075 | val_loss: 0.0312083 | Time: 3670.49 ms
[2021-01-22 08:58:28 main:574] : INFO : Epoch 1942 | loss: 0.031206 | val_loss: 0.0312074 | Time: 3599.69 ms
[2021-01-22 08:58:32 main:574] : INFO : Epoch 1943 | loss: 0.0312067 | val_loss: 0.0312062 | Time: 3745.77 ms
[2021-01-22 08:58:36 main:574] : INFO : Epoch 1944 | loss: 0.031208 | val_loss: 0.031215 | Time: 3754.94 ms
[2021-01-22 08:58:39 main:574] : INFO : Epoch 1945 | loss: 0.0312077 | val_loss: 0.0312098 | Time: 3645.64 ms
[2021-01-22 08:58:43 main:574] : INFO : Epoch 1946 | loss: 0.0312058 | val_loss: 0.0312088 | Time: 3603.66 ms
[2021-01-22 08:58:47 main:574] : INFO : Epoch 1947 | loss: 0.0312067 | val_loss: 0.0312063 | Time: 3627.45 ms
[2021-01-22 08:58:51 main:574] : INFO : Epoch 1948 | loss: 0.0312061 | val_loss: 0.0312053 | Time: 3710.82 ms
[2021-01-22 08:58:54 main:574] : INFO : Epoch 1949 | loss: 0.0312086 | val_loss: 0.0312177 | Time: 3738.72 ms
[2021-01-22 08:58:58 main:574] : INFO : Epoch 1950 | loss: 0.0312077 | val_loss: 0.0312093 | Time: 3688.77 ms
[2021-01-22 08:59:02 main:574] : INFO : Epoch 1951 | loss: 0.0312057 | val_loss: 0.0312088 | Time: 3697.96 ms
[2021-01-22 08:59:06 main:574] : INFO : Epoch 1952 | loss: 0.0312061 | val_loss: 0.0312106 | Time: 3621.31 ms
[2021-01-22 08:59:09 main:574] : INFO : Epoch 1953 | loss: 0.0312059 | val_loss: 0.031211 | Time: 3630.1 ms
[2021-01-22 08:59:13 main:574] : INFO : Epoch 1954 | loss: 0.0312174 | val_loss: 0.0312193 | Time: 3610.61 ms
[2021-01-22 08:59:17 main:574] : INFO : Epoch 1955 | loss: 0.0312104 | val_loss: 0.0312068 | Time: 3676.5 ms
[2021-01-22 08:59:20 main:574] : INFO : Epoch 1956 | loss: 0.0312071 | val_loss: 0.0312102 | Time: 3672.68 ms
[2021-01-22 08:59:24 main:574] : INFO : Epoch 1957 | loss: 0.0312043 | val_loss: 0.0312092 | Time: 3579.44 ms
[2021-01-22 08:59:28 main:574] : INFO : Epoch 1958 | loss: 0.0312043 | val_loss: 0.031205 | Time: 3621.99 ms
[2021-01-22 08:59:32 main:574] : INFO : Epoch 1959 | loss: 0.0312032 | val_loss: 0.03121 | Time: 3682.71 ms
[2021-01-22 08:59:35 main:574] : INFO : Epoch 1960 | loss: 0.0312035 | val_loss: 0.0312042 | Time: 3627.37 ms
[2021-01-22 08:59:39 main:574] : INFO : Epoch 1961 | loss: 0.0312033 | val_loss: 0.0312052 | Time: 3703.6 ms
[2021-01-22 08:59:43 main:574] : INFO : Epoch 1962 | loss: 0.0312041 | val_loss: 0.0312056 | Time: 3682.09 ms
[2021-01-22 08:59:47 main:574] : INFO : Epoch 1963 | loss: 0.0312039 | val_loss: 0.0312071 | Time: 3691.94 ms
[2021-01-22 08:59:50 main:574] : INFO : Epoch 1964 | loss: 0.0312057 | val_loss: 0.0312073 | Time: 3614.75 ms
[2021-01-22 08:59:54 main:574] : INFO : Epoch 1965 | loss: 0.0312041 | val_loss: 0.0312067 | Time: 3552.14 ms
[2021-01-22 08:59:58 main:574] : INFO : Epoch 1966 | loss: 0.0312111 | val_loss: 0.031216 | Time: 3795.78 ms
[2021-01-22 09:00:01 main:574] : INFO : Epoch 1967 | loss: 0.0312207 | val_loss: 0.031216 | Time: 3665.88 ms
[2021-01-22 09:00:05 main:574] : INFO : Epoch 1968 | loss: 0.031217 | val_loss: 0.0312138 | Time: 3528.06 ms
[2021-01-22 09:00:09 main:574] : INFO : Epoch 1969 | loss: 0.0312186 | val_loss: 0.0312149 | Time: 3565.47 ms
[2021-01-22 09:00:12 main:574] : INFO : Epoch 1970 | loss: 0.031217 | val_loss: 0.0312146 | Time: 3610.44 ms
[2021-01-22 09:00:16 main:574] : INFO : Epoch 1971 | loss: 0.0312158 | val_loss: 0.0312128 | Time: 3674.76 ms
[2021-01-22 09:00:20 main:574] : INFO : Epoch 1972 | loss: 0.0312133 | val_loss: 0.0312112 | Time: 3756.51 ms
[2021-01-22 09:00:23 main:574] : INFO : Epoch 1973 | loss: 0.0312169 | val_loss: 0.0312139 | Time: 3527.74 ms
[2021-01-22 09:00:27 main:574] : INFO : Epoch 1974 | loss: 0.0312145 | val_loss: 0.0312121 | Time: 3628.62 ms
[2021-01-22 09:00:31 main:574] : INFO : Epoch 1975 | loss: 0.0312144 | val_loss: 0.0312088 | Time: 3640.36 ms
[2021-01-22 09:00:35 main:574] : INFO : Epoch 1976 | loss: 0.0312119 | val_loss: 0.0312074 | Time: 3616.92 ms
[2021-01-22 09:00:38 main:574] : INFO : Epoch 1977 | loss: 0.0312098 | val_loss: 0.0312071 | Time: 3525.81 ms
[2021-01-22 09:00:42 main:574] : INFO : Epoch 1978 | loss: 0.0312117 | val_loss: 0.0312172 | Time: 3647.64 ms
[2021-01-22 09:00:46 main:574] : INFO : Epoch 1979 | loss: 0.0312121 | val_loss: 0.0312089 | Time: 3745.32 ms
[2021-01-22 09:00:49 main:574] : INFO : Epoch 1980 | loss: 0.031209 | val_loss: 0.0312062 | Time: 3622.06 ms
[2021-01-22 09:00:53 main:574] : INFO : Epoch 1981 | loss: 0.0312083 | val_loss: 0.0312056 | Time: 3725.35 ms
[2021-01-22 09:00:57 main:574] : INFO : Epoch 1982 | loss: 0.0312091 | val_loss: 0.0312124 | Time: 3598.24 ms
[2021-01-22 09:01:00 main:574] : INFO : Epoch 1983 | loss: 0.0312091 | val_loss: 0.031206 | Time: 3678.94 ms
[2021-01-22 09:01:04 main:574] : INFO : Epoch 1984 | loss: 0.0312078 | val_loss: 0.0312067 | Time: 3755.86 ms
[2021-01-22 09:01:08 main:574] : INFO : Epoch 1985 | loss: 0.0312086 | val_loss: 0.0312069 | Time: 3743.69 ms
[2021-01-22 09:01:12 main:574] : INFO : Epoch 1986 | loss: 0.0312081 | val_loss: 0.0312109 | Time: 3674.92 ms
[2021-01-22 09:01:15 main:574] : INFO : Epoch 1987 | loss: 0.0312096 | val_loss: 0.0312063 | Time: 3516.5 ms
[2021-01-22 09:01:19 main:574] : INFO : Epoch 1988 | loss: 0.0312087 | val_loss: 0.0312061 | Time: 3763.95 ms
[2021-01-22 09:01:23 main:574] : INFO : Epoch 1989 | loss: 0.031206 | val_loss: 0.0312057 | Time: 3740.92 ms
[2021-01-22 09:01:27 main:574] : INFO : Epoch 1990 | loss: 0.0312048 | val_loss: 0.0312063 | Time: 3584.79 ms
[2021-01-22 09:01:30 main:574] : INFO : Epoch 1991 | loss: 0.0312049 | val_loss: 0.0312128 | Time: 3659.2 ms
[2021-01-22 09:01:34 main:574] : INFO : Epoch 1992 | loss: 0.0312054 | val_loss: 0.0312033 | Time: 3598.07 ms
[2021-01-22 09:01:38 main:574] : INFO : Epoch 1993 | loss: 0.0312067 | val_loss: 0.0312041 | Time: 3600.7 ms
[2021-01-22 09:01:41 main:574] : INFO : Epoch 1994 | loss: 0.0312074 | val_loss: 0.0312055 | Time: 3525.27 ms
[2021-01-22 09:01:45 main:574] : INFO : Epoch 1995 | loss: 0.0312069 | val_loss: 0.0312079 | Time: 3569.32 ms
[2021-01-22 09:01:49 main:574] : INFO : Epoch 1996 | loss: 0.0312086 | val_loss: 0.0312027 | Time: 3583.85 ms
[2021-01-22 09:01:52 main:574] : INFO : Epoch 1997 | loss: 0.031208 | val_loss: 0.0312042 | Time: 3663.52 ms
[2021-01-22 09:01:56 main:574] : INFO : Epoch 1998 | loss: 0.0312062 | val_loss: 0.031204 | Time: 3710.23 ms
[2021-01-22 09:02:00 main:574] : INFO : Epoch 1999 | loss: 0.0312051 | val_loss: 0.0312091 | Time: 3656.41 ms
[2021-01-22 09:02:03 main:574] : INFO : Epoch 2000 | loss: 0.0312063 | val_loss: 0.0312042 | Time: 3675.87 ms
[2021-01-22 09:02:07 main:574] : INFO : Epoch 2001 | loss: 0.0312041 | val_loss: 0.0312088 | Time: 3685.42 ms
[2021-01-22 09:02:11 main:574] : INFO : Epoch 2002 | loss: 0.0312045 | val_loss: 0.0312064 | Time: 3550.55 ms
[2021-01-22 09:02:14 main:574] : INFO : Epoch 2003 | loss: 0.0312063 | val_loss: 0.0312135 | Time: 3614.04 ms
[2021-01-22 09:02:18 main:574] : INFO : Epoch 2004 | loss: 0.0312061 | val_loss: 0.0312134 | Time: 3627.38 ms
[2021-01-22 09:02:22 main:574] : INFO : Epoch 2005 | loss: 0.0312083 | val_loss: 0.0312041 | Time: 3683.31 ms
[2021-01-22 09:02:26 main:574] : INFO : Epoch 2006 | loss: 0.031204 | val_loss: 0.0312057 | Time: 3742.56 ms
[2021-01-22 09:02:29 main:574] : INFO : Epoch 2007 | loss: 0.0312041 | val_loss: 0.031206 | Time: 3695.86 ms
[2021-01-22 09:02:33 main:574] : INFO : Epoch 2008 | loss: 0.0312041 | val_loss: 0.0312045 | Time: 3639.55 ms
[2021-01-22 09:02:37 main:574] : INFO : Epoch 2009 | loss: 0.0312032 | val_loss: 0.0312043 | Time: 3713.6 ms
[2021-01-22 09:02:41 main:574] : INFO : Epoch 2010 | loss: 0.0312026 | val_loss: 0.0312038 | Time: 3725.72 ms
[2021-01-22 09:02:44 main:574] : INFO : Epoch 2011 | loss: 0.0312029 | val_loss: 0.0312031 | Time: 3599.51 ms
[2021-01-22 09:02:48 main:574] : INFO : Epoch 2012 | loss: 0.0312036 | val_loss: 0.0312056 | Time: 3556.52 ms
[2021-01-22 09:02:52 main:574] : INFO : Epoch 2013 | loss: 0.0312411 | val_loss: 0.0312466 | Time: 3773.14 ms
[2021-01-22 09:02:56 main:574] : INFO : Epoch 2014 | loss: 0.0312292 | val_loss: 0.0312144 | Time: 3619.86 ms
[2021-01-22 09:02:59 main:574] : INFO : Epoch 2015 | loss: 0.0312151 | val_loss: 0.0312129 | Time: 3615.71 ms
[2021-01-22 09:03:03 main:574] : INFO : Epoch 2016 | loss: 0.0312112 | val_loss: 0.0312092 | Time: 3586.41 ms
[2021-01-22 09:03:07 main:574] : INFO : Epoch 2017 | loss: 0.0312117 | val_loss: 0.0312089 | Time: 3643.29 ms
[2021-01-22 09:03:10 main:574] : INFO : Epoch 2018 | loss: 0.0312067 | val_loss: 0.0312137 | Time: 3573.15 ms
[2021-01-22 09:03:14 main:574] : INFO : Epoch 2019 | loss: 0.0312087 | val_loss: 0.0312071 | Time: 3746.98 ms
[2021-01-22 09:03:18 main:574] : INFO : Epoch 2020 | loss: 0.0312091 | val_loss: 0.0312051 | Time: 3596.68 ms
[2021-01-22 09:03:21 main:574] : INFO : Epoch 2021 | loss: 0.0312054 | val_loss: 0.0312072 | Time: 3635.44 ms
[2021-01-22 09:03:25 main:574] : INFO : Epoch 2022 | loss: 0.031204 | val_loss: 0.0312036 | Time: 3676.77 ms
[2021-01-22 09:03:29 main:574] : INFO : Epoch 2023 | loss: 0.0312056 | val_loss: 0.0312181 | Time: 3581.64 ms
[2021-01-22 09:03:32 main:574] : INFO : Epoch 2024 | loss: 0.031207 | val_loss: 0.0312045 | Time: 3567.78 ms
[2021-01-22 09:03:36 main:574] : INFO : Epoch 2025 | loss: 0.0312056 | val_loss: 0.0312048 | Time: 3773 ms
[2021-01-22 09:03:40 main:574] : INFO : Epoch 2026 | loss: 0.0312083 | val_loss: 0.0312087 | Time: 3627.03 ms
[2021-01-22 09:03:44 main:574] : INFO : Epoch 2027 | loss: 0.0312062 | val_loss: 0.0312036 | Time: 3684.73 ms
[2021-01-22 09:03:48 main:574] : INFO : Epoch 2028 | loss: 0.0312028 | val_loss: 0.031203 | Time: 3927.09 ms
[2021-01-22 09:03:51 main:574] : INFO : Epoch 2029 | loss: 0.0312031 | val_loss: 0.0312065 | Time: 3690.5 ms
[2021-01-22 09:03:55 main:574] : INFO : Epoch 2030 | loss: 0.0312065 | val_loss: 0.031208 | Time: 3658.92 ms
[2021-01-22 09:03:59 main:574] : INFO : Epoch 2031 | loss: 0.0312081 | val_loss: 0.0312022 | Time: 3555.46 ms
[2021-01-22 09:04:02 main:574] : INFO : Epoch 2032 | loss: 0.0312046 | val_loss: 0.0312047 | Time: 3562.27 ms
[2021-01-22 09:04:06 main:574] : INFO : Epoch 2033 | loss: 0.031208 | val_loss: 0.0312049 | Time: 3615.09 ms
[2021-01-22 09:04:10 main:574] : INFO : Epoch 2034 | loss: 0.0312031 | val_loss: 0.0312023 | Time: 3534.49 ms
[2021-01-22 09:04:13 main:574] : INFO : Epoch 2035 | loss: 0.0312027 | val_loss: 0.0312028 | Time: 3719.18 ms
[2021-01-22 09:04:17 main:574] : INFO : Epoch 2036 | loss: 0.0312017 | val_loss: 0.0312022 | Time: 3734.82 ms
[2021-01-22 09:04:21 main:574] : INFO : Epoch 2037 | loss: 0.0312025 | val_loss: 0.0312039 | Time: 3643.29 ms
[2021-01-22 09:04:24 main:574] : INFO : Epoch 2038 | loss: 0.0312021 | val_loss: 0.0312035 | Time: 3519.48 ms
[2021-01-22 09:04:28 main:574] : INFO : Epoch 2039 | loss: 0.031201 | val_loss: 0.0312026 | Time: 3766.88 ms
[2021-01-22 09:04:32 main:574] : INFO : Epoch 2040 | loss: 0.0312024 | val_loss: 0.0312035 | Time: 3702.03 ms
[2021-01-22 09:04:36 main:574] : INFO : Epoch 2041 | loss: 0.0312056 | val_loss: 0.0312044 | Time: 3431.97 ms
[2021-01-22 09:04:39 main:574] : INFO : Epoch 2042 | loss: 0.0312034 | val_loss: 0.0312049 | Time: 3710.69 ms
[2021-01-22 09:04:43 main:574] : INFO : Epoch 2043 | loss: 0.0312026 | val_loss: 0.0312024 | Time: 3629.7 ms
[2021-01-22 09:04:47 main:574] : INFO : Epoch 2044 | loss: 0.031201 | val_loss: 0.0312217 | Time: 3629.32 ms
[2021-01-22 09:04:50 main:574] : INFO : Epoch 2045 | loss: 0.0312043 | val_loss: 0.0312043 | Time: 3571.31 ms
[2021-01-22 09:04:54 main:574] : INFO : Epoch 2046 | loss: 0.0312009 | val_loss: 0.031204 | Time: 3665.31 ms
[2021-01-22 09:04:58 main:574] : INFO : Epoch 2047 | loss: 0.0312021 | val_loss: 0.0312061 | Time: 3602.37 ms
[2021-01-22 09:05:01 main:574] : INFO : Epoch 2048 | loss: 0.0312049 | val_loss: 0.0312055 | Time: 3619.94 ms
[2021-01-22 09:05:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312055
[2021-01-22 09:05:02 main:603] : INFO : Saving end state to config to file
[2021-01-22 09:05:02 main:608] : INFO : Success, exiting..
09:05:02 (8328): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)