Task 13703691
| Name | ParityModified-1645997295-24125-3-0_0 |
| Workunit | 10793839 |
| Created | 24 Mar 2022, 10:33:53 UTC |
| Sent | 31 Mar 2022, 6:18:02 UTC |
| Report deadline | 8 Apr 2022, 6:18:02 UTC |
| Received | 31 Mar 2022, 9:56:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21043 |
| Run time | 2 hours 38 min 41 sec |
| CPU time | 2 hours 27 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,104.09 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.56 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 27 main:574] : INFO : Epoch 1542 | loss: 0.0311846 | val_loss: 0.0311885 | Time: 3404.15 ms [2022-03-31 10:30:30 main:574] : INFO : Epoch 1543 | loss: 0.0311842 | val_loss: 0.0311917 | Time: 3231.72 ms [2022-03-31 10:30:33 main:574] : INFO : Epoch 1544 | loss: 0.0311867 | val_loss: 0.0311911 | Time: 3356.81 ms [2022-03-31 10:30:37 main:574] : INFO : Epoch 1545 | loss: 0.0311844 | val_loss: 0.0311894 | Time: 3394.2 ms [2022-03-31 10:30:40 main:574] : INFO : Epoch 1546 | loss: 0.0311849 | val_loss: 0.0311894 | Time: 3196.38 ms [2022-03-31 10:30:43 main:574] : INFO : Epoch 1547 | loss: 0.0311851 | val_loss: 0.0311898 | Time: 3378.41 ms [2022-03-31 10:30:47 main:574] : INFO : Epoch 1548 | loss: 0.0311843 | val_loss: 0.0311892 | Time: 3521.76 ms [2022-03-31 10:30:50 main:574] : INFO : Epoch 1549 | loss: 0.0311823 | val_loss: 0.03119 | Time: 3209.87 ms [2022-03-31 10:30:54 main:574] : INFO : Epoch 1550 | loss: 0.0311822 | val_loss: 0.0311878 | Time: 3376.16 ms [2022-03-31 10:30:57 main:574] : INFO : Epoch 1551 | loss: 0.0311822 | val_loss: 0.0311884 | Time: 3375.82 ms [2022-03-31 10:31:00 main:574] : INFO : Epoch 1552 | loss: 0.0311813 | val_loss: 0.0311927 | Time: 3424.6 ms [2022-03-31 10:31:04 main:574] : INFO : Epoch 1553 | loss: 0.0311829 | val_loss: 0.0311861 | Time: 3535.82 ms [2022-03-31 10:31:07 main:574] : INFO : Epoch 1554 | loss: 0.0311836 | val_loss: 0.0311872 | Time: 3326.08 ms [2022-03-31 10:31:10 main:574] : INFO : Epoch 1555 | loss: 0.0311803 | val_loss: 0.0311853 | Time: 3176.36 ms [2022-03-31 10:31:14 main:574] : INFO : Epoch 1556 | loss: 0.0311794 | val_loss: 0.0311867 | Time: 3464.24 ms [2022-03-31 10:31:17 main:574] : INFO : Epoch 1557 | loss: 0.031179 | val_loss: 0.0311864 | Time: 3407.09 ms [2022-03-31 10:31:21 main:574] : INFO : Epoch 1558 | loss: 0.03118 | val_loss: 0.0311872 | Time: 3325.3 ms [2022-03-31 10:31:24 main:574] : INFO : Epoch 1559 | loss: 0.0311806 | val_loss: 0.0311877 | Time: 3453.1 ms [2022-03-31 10:31:27 main:574] : INFO : Epoch 1560 | loss: 0.0311795 | val_loss: 0.0311852 | Time: 3175.53 ms [2022-03-31 10:31:31 main:574] : INFO : Epoch 1561 | loss: 0.03118 | val_loss: 0.0311878 | Time: 3330.12 ms [2022-03-31 10:31:34 main:574] : INFO : Epoch 1562 | loss: 0.0311798 | val_loss: 0.0311876 | Time: 3536.76 ms [2022-03-31 10:31:37 main:574] : INFO : Epoch 1563 | loss: 0.0311856 | val_loss: 0.0311879 | Time: 3200.57 ms [2022-03-31 10:31:40 main:574] : INFO : Epoch 1564 | loss: 0.0311845 | val_loss: 0.0311867 | Time: 3148.52 ms [2022-03-31 10:31:44 main:574] : INFO : Epoch 1565 | loss: 0.0311834 | val_loss: 0.0311854 | Time: 3434.15 ms [2022-03-31 10:31:47 main:574] : INFO : Epoch 1566 | loss: 0.0311807 | val_loss: 0.031186 | Time: 3297.52 ms [2022-03-31 10:31:51 main:574] : INFO : Epoch 1567 | loss: 0.0311817 | val_loss: 0.0311887 | Time: 3381.18 ms [2022-03-31 10:31:54 main:574] : INFO : Epoch 1568 | loss: 0.0311805 | val_loss: 0.0311855 | Time: 3350.48 ms [2022-03-31 10:31:57 main:574] : INFO : Epoch 1569 | loss: 0.0311801 | val_loss: 0.0311859 | Time: 3183.59 ms [2022-03-31 10:32:00 main:574] : INFO : Epoch 1570 | loss: 0.031179 | val_loss: 0.0311851 | Time: 3207.82 ms [2022-03-31 10:32:04 main:574] : INFO : Epoch 1571 | loss: 0.0311788 | val_loss: 0.0311856 | Time: 3462.82 ms [2022-03-31 10:32:07 main:574] : INFO : Epoch 1572 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 3415.97 ms [2022-03-31 10:32:10 main:574] : INFO : Epoch 1573 | loss: 0.0311784 | val_loss: 0.0311877 | Time: 3230.08 ms [2022-03-31 10:32:14 main:574] : INFO : Epoch 1574 | loss: 0.0311777 | val_loss: 0.0311849 | Time: 3270.96 ms [2022-03-31 10:32:17 main:574] : INFO : Epoch 1575 | loss: 0.0311785 | val_loss: 0.0311892 | Time: 3220.63 ms [2022-03-31 10:32:20 main:574] : INFO : Epoch 1576 | loss: 0.0311792 | val_loss: 0.0311871 | Time: 3158.69 ms [2022-03-31 10:32:23 main:574] : INFO : Epoch 1577 | loss: 0.0311767 | val_loss: 0.0311857 | Time: 3326.2 ms [2022-03-31 10:32:27 main:574] : INFO : Epoch 1578 | loss: 0.031177 | val_loss: 0.0311906 | Time: 3431.86 ms [2022-03-31 10:32:30 main:574] : INFO : Epoch 1579 | loss: 0.0311763 | val_loss: 0.0311865 | Time: 3246.15 ms [2022-03-31 10:32:34 main:574] : INFO : Epoch 1580 | loss: 0.0311789 | val_loss: 0.0311875 | Time: 3448.72 ms [2022-03-31 10:32:37 main:574] : INFO : Epoch 1581 | loss: 0.0311772 | val_loss: 0.0311868 | Time: 3427.66 ms [2022-03-31 10:32:40 main:574] : INFO : Epoch 1582 | loss: 0.0311784 | val_loss: 0.031187 | Time: 3381.16 ms [2022-03-31 10:32:44 main:574] : INFO : Epoch 1583 | loss: 0.0311779 | val_loss: 0.0311902 | Time: 3669.14 ms [2022-03-31 10:32:47 main:574] : INFO : Epoch 1584 | loss: 0.0311766 | val_loss: 0.0311855 | Time: 3292.94 ms [2022-03-31 10:32:51 main:574] : INFO : Epoch 1585 | loss: 0.0311765 | val_loss: 0.0311859 | Time: 3256.7 ms [2022-03-31 10:32:54 main:574] : INFO : Epoch 1586 | loss: 0.0311763 | val_loss: 0.0311864 | Time: 3494.7 ms [2022-03-31 10:32:57 main:574] : INFO : Epoch 1587 | loss: 0.0311759 | val_loss: 0.0311847 | Time: 3382.62 ms [2022-03-31 10:33:01 main:574] : INFO : Epoch 1588 | loss: 0.0311762 | val_loss: 0.0311853 | Time: 3327.32 ms [2022-03-31 10:33:04 main:574] : INFO : Epoch 1589 | loss: 0.0311768 | val_loss: 0.0311859 | Time: 3395.56 ms [2022-03-31 10:33:07 main:574] : INFO : Epoch 1590 | loss: 0.0311767 | val_loss: 0.0311846 | Time: 3227.4 ms [2022-03-31 10:33:11 main:574] : INFO : Epoch 1591 | loss: 0.0311758 | val_loss: 0.0311839 | Time: 3216.34 ms [2022-03-31 10:33:14 main:574] : INFO : Epoch 1592 | loss: 0.0311762 | val_loss: 0.0311847 | Time: 3455.67 ms [2022-03-31 10:33:17 main:574] : INFO : Epoch 1593 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 3363.13 ms [2022-03-31 10:33:21 main:574] : INFO : Epoch 1594 | loss: 0.0311753 | val_loss: 0.0311848 | Time: 3127.15 ms [2022-03-31 10:33:24 main:574] : INFO : Epoch 1595 | loss: 0.0311758 | val_loss: 0.0311868 | Time: 3559.22 ms [2022-03-31 10:33:27 main:574] : INFO : Epoch 1596 | loss: 0.0311771 | val_loss: 0.0311845 | Time: 3311.58 ms [2022-03-31 10:33:31 main:574] : INFO : Epoch 1597 | loss: 0.0311748 | val_loss: 0.0311854 | Time: 3376.77 ms [2022-03-31 10:33:34 main:574] : INFO : Epoch 1598 | loss: 0.0311751 | val_loss: 0.0311862 | Time: 3521.12 ms [2022-03-31 10:33:38 main:574] : INFO : Epoch 1599 | loss: 0.0311752 | val_loss: 0.0311854 | Time: 3431.4 ms [2022-03-31 10:33:41 main:574] : INFO : Epoch 1600 | loss: 0.0311748 | val_loss: 0.0311845 | Time: 3310.34 ms [2022-03-31 10:33:44 main:574] : INFO : Epoch 1601 | loss: 0.0311749 | val_loss: 0.0311845 | Time: 3361.98 ms [2022-03-31 10:33:48 main:574] : INFO : Epoch 1602 | loss: 0.031175 | val_loss: 0.0311858 | Time: 3341.05 ms [2022-03-31 10:33:51 main:574] : INFO : Epoch 1603 | loss: 0.0311762 | val_loss: 0.0311852 | Time: 3521.74 ms [2022-03-31 10:33:55 main:574] : INFO : Epoch 1604 | loss: 0.0311738 | val_loss: 0.031184 | Time: 3173.98 ms [2022-03-31 10:33:58 main:574] : INFO : Epoch 1605 | loss: 0.0311744 | val_loss: 0.0311859 | Time: 3185.17 ms [2022-03-31 10:34:01 main:574] : INFO : Epoch 1606 | loss: 0.031175 | val_loss: 0.0311851 | Time: 3312.67 ms [2022-03-31 10:34:05 main:574] : INFO : Epoch 1607 | loss: 0.0311739 | val_loss: 0.0311861 | Time: 3523.51 ms [2022-03-31 10:34:08 main:574] : INFO : Epoch 1608 | loss: 0.0311744 | val_loss: 0.0311878 | Time: 3289.03 ms [2022-03-31 10:34:11 main:574] : INFO : Epoch 1609 | loss: 0.0311752 | val_loss: 0.0311845 | Time: 3376.5 ms [2022-03-31 10:34:14 main:574] : INFO : Epoch 1610 | loss: 0.0311734 | val_loss: 0.0311841 | Time: 3236.82 ms [2022-03-31 10:34:18 main:574] : INFO : Epoch 1611 | loss: 0.0311734 | val_loss: 0.031185 | Time: 3222.38 ms [2022-03-31 10:34:21 main:574] : INFO : Epoch 1612 | loss: 0.0311738 | val_loss: 0.0311858 | Time: 3472.11 ms [2022-03-31 10:34:25 main:574] : INFO : Epoch 1613 | loss: 0.031172 | val_loss: 0.0311848 | Time: 3566.64 ms [2022-03-31 10:34:28 main:574] : INFO : Epoch 1614 | loss: 0.0311723 | val_loss: 0.0311837 | Time: 3212.45 ms [2022-03-31 10:34:31 main:574] : INFO : Epoch 1615 | loss: 0.0311727 | val_loss: 0.0311843 | Time: 3253.62 ms [2022-03-31 10:34:34 main:574] : INFO : Epoch 1616 | loss: 0.0311747 | val_loss: 0.0311881 | Time: 3179.95 ms [2022-03-31 10:34:38 main:574] : INFO : Epoch 1617 | loss: 0.0311764 | val_loss: 0.0311845 | Time: 3318.34 ms [2022-03-31 10:34:41 main:574] : INFO : Epoch 1618 | loss: 0.0311752 | val_loss: 0.0311867 | Time: 3351.7 ms [2022-03-31 10:34:44 main:574] : INFO : Epoch 1619 | loss: 0.0311768 | val_loss: 0.0311854 | Time: 3377.59 ms [2022-03-31 10:34:48 main:574] : INFO : Epoch 1620 | loss: 0.0311756 | val_loss: 0.0311844 | Time: 3233.18 ms [2022-03-31 10:34:51 main:574] : INFO : Epoch 1621 | loss: 0.0311744 | val_loss: 0.0311844 | Time: 3218.3 ms [2022-03-31 10:34:54 main:574] : INFO : Epoch 1622 | loss: 0.0311739 | val_loss: 0.0311857 | Time: 3408.93 ms [2022-03-31 10:34:58 main:574] : INFO : Epoch 1623 | loss: 0.0311744 | val_loss: 0.0311871 | Time: 3304.67 ms [2022-03-31 10:35:01 main:574] : INFO : Epoch 1624 | loss: 0.0311738 | val_loss: 0.031184 | Time: 3254.94 ms [2022-03-31 10:35:04 main:574] : INFO : Epoch 1625 | loss: 0.0311736 | val_loss: 0.0311854 | Time: 3395.06 ms [2022-03-31 10:35:08 main:574] : INFO : Epoch 1626 | loss: 0.031173 | val_loss: 0.0311839 | Time: 3258.37 ms [2022-03-31 10:35:11 main:574] : INFO : Epoch 1627 | loss: 0.0311738 | val_loss: 0.0311874 | Time: 3366.76 ms [2022-03-31 10:35:14 main:574] : INFO : Epoch 1628 | loss: 0.0311741 | val_loss: 0.0311865 | Time: 3440.68 ms [2022-03-31 10:35:17 main:574] : INFO : Epoch 1629 | loss: 0.0311746 | val_loss: 0.031184 | Time: 3128.5 ms [2022-03-31 10:35:21 main:574] : INFO : Epoch 1630 | loss: 0.0311735 | val_loss: 0.0311833 | Time: 3153.76 ms [2022-03-31 10:35:24 main:574] : INFO : Epoch 1631 | loss: 0.0311728 | val_loss: 0.0311867 | Time: 3341.49 ms [2022-03-31 10:35:27 main:574] : INFO : Epoch 1632 | loss: 0.0311733 | val_loss: 0.0311854 | Time: 3274.11 ms [2022-03-31 10:35:31 main:574] : INFO : Epoch 1633 | loss: 0.0311745 | val_loss: 0.0311838 | Time: 3306.61 ms [2022-03-31 10:35:34 main:574] : INFO : Epoch 1634 | loss: 0.0311754 | val_loss: 0.0311852 | Time: 3549.49 ms [2022-03-31 10:35:37 main:574] : INFO : Epoch 1635 | loss: 0.0311738 | val_loss: 0.0311842 | Time: 3203.5 ms [2022-03-31 10:35:40 main:574] : INFO : Epoch 1636 | loss: 0.0311731 | val_loss: 0.0311828 | Time: 3181.99 ms [2022-03-31 10:35:44 main:574] : INFO : Epoch 1637 | loss: 0.0311755 | val_loss: 0.0311856 | Time: 3541.61 ms [2022-03-31 10:35:47 main:574] : INFO : Epoch 1638 | loss: 0.0311733 | val_loss: 0.0311903 | Time: 3398.27 ms [2022-03-31 10:35:51 main:574] : INFO : Epoch 1639 | loss: 0.0311727 | val_loss: 0.0311839 | Time: 3355.72 ms [2022-03-31 10:35:54 main:574] : INFO : Epoch 1640 | loss: 0.0311728 | val_loss: 0.0311851 | Time: 3519.51 ms [2022-03-31 10:35:58 main:574] : INFO : Epoch 1641 | loss: 0.0311716 | val_loss: 0.0311846 | Time: 3265.14 ms [2022-03-31 10:36:01 main:574] : INFO : Epoch 1642 | loss: 0.0311715 | val_loss: 0.0311855 | Time: 3364.15 ms [2022-03-31 10:36:04 main:574] : INFO : Epoch 1643 | loss: 0.031171 | val_loss: 0.0311874 | Time: 3463.82 ms [2022-03-31 10:36:08 main:574] : INFO : Epoch 1644 | loss: 0.0311705 | val_loss: 0.031184 | Time: 3350.01 ms [2022-03-31 10:36:11 main:574] : INFO : Epoch 1645 | loss: 0.031171 | val_loss: 0.0311863 | Time: 3278.02 ms [2022-03-31 10:36:14 main:574] : INFO : Epoch 1646 | loss: 0.031171 | val_loss: 0.0311856 | Time: 3368.39 ms [2022-03-31 10:36:18 main:574] : INFO : Epoch 1647 | loss: 0.0311698 | val_loss: 0.0311855 | Time: 3264.31 ms [2022-03-31 10:36:21 main:574] : INFO : Epoch 1648 | loss: 0.0311698 | val_loss: 0.0311848 | Time: 3414.96 ms [2022-03-31 10:36:24 main:574] : INFO : Epoch 1649 | loss: 0.0311748 | val_loss: 0.0311841 | Time: 3364.81 ms [2022-03-31 10:36:28 main:574] : INFO : Epoch 1650 | loss: 0.0311768 | val_loss: 0.0311846 | Time: 3220.42 ms [2022-03-31 10:36:31 main:574] : INFO : Epoch 1651 | loss: 0.0311787 | val_loss: 0.0311849 | Time: 3530.22 ms [2022-03-31 10:36:35 main:574] : INFO : Epoch 1652 | loss: 0.0311759 | val_loss: 0.0311841 | Time: 3314.19 ms [2022-03-31 10:36:38 main:574] : INFO : Epoch 1653 | loss: 0.0311765 | val_loss: 0.0311851 | Time: 3365.9 ms [2022-03-31 10:36:41 main:574] : INFO : Epoch 1654 | loss: 0.031176 | val_loss: 0.031186 | Time: 3532.99 ms [2022-03-31 10:36:45 main:574] : INFO : Epoch 1655 | loss: 0.031177 | val_loss: 0.0311867 | Time: 3284.26 ms [2022-03-31 10:36:48 main:574] : INFO : Epoch 1656 | loss: 0.0311757 | val_loss: 0.0311854 | Time: 3097.14 ms [2022-03-31 10:36:51 main:574] : INFO : Epoch 1657 | loss: 0.0311746 | val_loss: 0.0311888 | Time: 3272.49 ms [2022-03-31 10:36:55 main:574] : INFO : Epoch 1658 | loss: 0.0311732 | val_loss: 0.031186 | Time: 3448.83 ms [2022-03-31 10:36:58 main:574] : INFO : Epoch 1659 | loss: 0.0311748 | val_loss: 0.0311881 | Time: 3180.3 ms [2022-03-31 10:37:01 main:574] : INFO : Epoch 1660 | loss: 0.0311749 | val_loss: 0.0311859 | Time: 3126.76 ms [2022-03-31 10:37:04 main:574] : INFO : Epoch 1661 | loss: 0.0311724 | val_loss: 0.0311872 | Time: 3437.96 ms [2022-03-31 10:37:08 main:574] : INFO : Epoch 1662 | loss: 0.0311736 | val_loss: 0.031185 | Time: 3269.92 ms [2022-03-31 10:37:11 main:574] : INFO : Epoch 1663 | loss: 0.0311721 | val_loss: 0.0311832 | Time: 3337.72 ms [2022-03-31 10:37:14 main:574] : INFO : Epoch 1664 | loss: 0.0311724 | val_loss: 0.0311837 | Time: 3505.7 ms [2022-03-31 10:37:18 main:574] : INFO : Epoch 1665 | loss: 0.0311748 | val_loss: 0.0311825 | Time: 3160.74 ms [2022-03-31 10:37:21 main:574] : INFO : Epoch 1666 | loss: 0.0311759 | val_loss: 0.0311851 | Time: 3141.26 ms [2022-03-31 10:37:24 main:574] : INFO : Epoch 1667 | loss: 0.0311743 | val_loss: 0.0311902 | Time: 3485.81 ms [2022-03-31 10:37:27 main:574] : INFO : Epoch 1668 | loss: 0.031174 | val_loss: 0.0311845 | Time: 3227.41 ms [2022-03-31 10:37:31 main:574] : INFO : Epoch 1669 | loss: 0.0311719 | val_loss: 0.0311886 | Time: 3708.62 ms [2022-03-31 10:37:34 main:574] : INFO : Epoch 1670 | loss: 0.0311725 | val_loss: 0.0311845 | Time: 3327.29 ms [2022-03-31 10:37:38 main:574] : INFO : Epoch 1671 | loss: 0.0311727 | val_loss: 0.0311836 | Time: 3150.5 ms [2022-03-31 10:37:41 main:574] : INFO : Epoch 1672 | loss: 0.0311736 | val_loss: 0.0311845 | Time: 3228.27 ms [2022-03-31 10:37:44 main:574] : INFO : Epoch 1673 | loss: 0.0311724 | val_loss: 0.0311843 | Time: 3467.12 ms [2022-03-31 10:37:48 main:574] : INFO : Epoch 1674 | loss: 0.0311727 | val_loss: 0.0311852 | Time: 3315.57 ms [2022-03-31 10:37:51 main:574] : INFO : Epoch 1675 | loss: 0.0311746 | val_loss: 0.0311846 | Time: 3495.84 ms [2022-03-31 10:37:54 main:574] : INFO : Epoch 1676 | loss: 0.0311729 | val_loss: 0.0311839 | Time: 3329.98 ms [2022-03-31 10:37:58 main:574] : INFO : Epoch 1677 | loss: 0.0311728 | val_loss: 0.0311837 | Time: 3128.93 ms [2022-03-31 10:38:01 main:574] : INFO : Epoch 1678 | loss: 0.0311716 | val_loss: 0.0311841 | Time: 3265.76 ms [2022-03-31 10:38:04 main:574] : INFO : Epoch 1679 | loss: 0.0311732 | val_loss: 0.031185 | Time: 3405.41 ms [2022-03-31 10:38:08 main:574] : INFO : Epoch 1680 | loss: 0.0311718 | val_loss: 0.0311861 | Time: 3273.06 ms [2022-03-31 10:38:11 main:574] : INFO : Epoch 1681 | loss: 0.0311714 | val_loss: 0.0311836 | Time: 3303.26 ms [2022-03-31 10:38:14 main:574] : INFO : Epoch 1682 | loss: 0.0311712 | val_loss: 0.0311853 | Time: 3404.46 ms [2022-03-31 10:38:17 main:574] : INFO : Epoch 1683 | loss: 0.0311718 | val_loss: 0.0311852 | Time: 3179.95 ms [2022-03-31 10:38:21 main:574] : INFO : Epoch 1684 | loss: 0.0311713 | val_loss: 0.031185 | Time: 3220.06 ms [2022-03-31 10:38:24 main:574] : INFO : Epoch 1685 | loss: 0.031171 | val_loss: 0.0311841 | Time: 3602.26 ms [2022-03-31 10:38:27 main:574] : INFO : Epoch 1686 | loss: 0.0311704 | val_loss: 0.0311838 | Time: 3158.59 ms [2022-03-31 10:38:31 main:574] : INFO : Epoch 1687 | loss: 0.0311712 | val_loss: 0.0311861 | Time: 3601.3 ms [2022-03-31 10:38:34 main:574] : INFO : Epoch 1688 | loss: 0.0311729 | val_loss: 0.0311843 | Time: 3378.18 ms [2022-03-31 10:38:38 main:574] : INFO : Epoch 1689 | loss: 0.0311706 | val_loss: 0.0311842 | Time: 3354.29 ms [2022-03-31 10:38:41 main:574] : INFO : Epoch 1690 | loss: 0.0311711 | val_loss: 0.0311828 | Time: 3396.97 ms [2022-03-31 10:38:45 main:574] : INFO : Epoch 1691 | loss: 0.0311724 | val_loss: 0.031183 | Time: 3367.93 ms [2022-03-31 10:38:48 main:574] : INFO : Epoch 1692 | loss: 0.0311714 | val_loss: 0.0311847 | Time: 3247.73 ms [2022-03-31 10:38:51 main:574] : INFO : Epoch 1693 | loss: 0.0311735 | val_loss: 0.0311837 | Time: 3436.98 ms [2022-03-31 10:38:55 main:574] : INFO : Epoch 1694 | loss: 0.0311768 | val_loss: 0.031187 | Time: 3434.87 ms [2022-03-31 10:38:58 main:574] : INFO : Epoch 1695 | loss: 0.0311854 | val_loss: 0.0311851 | Time: 3471.31 ms [2022-03-31 10:39:01 main:574] : INFO : Epoch 1696 | loss: 0.0311844 | val_loss: 0.0311847 | Time: 3365.4 ms [2022-03-31 10:39:05 main:574] : INFO : Epoch 1697 | loss: 0.0311833 | val_loss: 0.031184 | Time: 3191.36 ms [2022-03-31 10:39:08 main:574] : INFO : Epoch 1698 | loss: 0.0311834 | val_loss: 0.0311856 | Time: 3205.91 ms [2022-03-31 10:39:11 main:574] : INFO : Epoch 1699 | loss: 0.0311824 | val_loss: 0.0311876 | Time: 3466.3 ms [2022-03-31 10:39:15 main:574] : INFO : Epoch 1700 | loss: 0.0311811 | val_loss: 0.031182 | Time: 3289.18 ms [2022-03-31 10:39:18 main:574] : INFO : Epoch 1701 | loss: 0.0311798 | val_loss: 0.0311863 | Time: 3260.7 ms [2022-03-31 10:39:21 main:574] : INFO : Epoch 1702 | loss: 0.0311806 | val_loss: 0.0311836 | Time: 3523.56 ms [2022-03-31 10:39:25 main:574] : INFO : Epoch 1703 | loss: 0.0311806 | val_loss: 0.0311853 | Time: 3430.38 ms [2022-03-31 10:39:28 main:574] : INFO : Epoch 1704 | loss: 0.0311797 | val_loss: 0.0311884 | Time: 3489.39 ms [2022-03-31 10:39:32 main:574] : INFO : Epoch 1705 | loss: 0.0311797 | val_loss: 0.0311854 | Time: 3698.99 ms [2022-03-31 10:39:35 main:574] : INFO : Epoch 1706 | loss: 0.0311782 | val_loss: 0.0311838 | Time: 3299.61 ms [2022-03-31 10:39:39 main:574] : INFO : Epoch 1707 | loss: 0.0311776 | val_loss: 0.0311841 | Time: 3432.65 ms [2022-03-31 10:39:42 main:574] : INFO : Epoch 1708 | loss: 0.031177 | val_loss: 0.0311838 | Time: 3325.04 ms [2022-03-31 10:39:46 main:574] : INFO : Epoch 1709 | loss: 0.0311777 | val_loss: 0.0311839 | Time: 3408.57 ms [2022-03-31 10:39:49 main:574] : INFO : Epoch 1710 | loss: 0.0311778 | val_loss: 0.0311872 | Time: 3363.25 ms [2022-03-31 10:39:52 main:574] : INFO : Epoch 1711 | loss: 0.0311795 | val_loss: 0.031183 | Time: 3237.98 ms [2022-03-31 10:39:55 main:574] : INFO : Epoch 1712 | loss: 0.0311796 | val_loss: 0.0311853 | Time: 3131.62 ms [2022-03-31 10:39:59 main:574] : INFO : Epoch 1713 | loss: 0.0311807 | val_loss: 0.0311839 | Time: 3255.37 ms [2022-03-31 10:40:02 main:574] : INFO : Epoch 1714 | loss: 0.0311813 | val_loss: 0.0311824 | Time: 3237.83 ms [2022-03-31 10:40:05 main:574] : INFO : Epoch 1715 | loss: 0.0311821 | val_loss: 0.0311833 | Time: 3374.86 ms [2022-03-31 10:40:08 main:574] : INFO : Epoch 1716 | loss: 0.0311809 | val_loss: 0.0311826 | Time: 3325.15 ms [2022-03-31 10:40:12 main:574] : INFO : Epoch 1717 | loss: 0.0311799 | val_loss: 0.0311818 | Time: 3283.96 ms [2022-03-31 10:40:15 main:574] : INFO : Epoch 1718 | loss: 0.0311788 | val_loss: 0.0311827 | Time: 3107.97 ms [2022-03-31 10:40:18 main:574] : INFO : Epoch 1719 | loss: 0.0311787 | val_loss: 0.0311828 | Time: 3232.61 ms [2022-03-31 10:40:22 main:574] : INFO : Epoch 1720 | loss: 0.031178 | val_loss: 0.0311827 | Time: 3709.74 ms [2022-03-31 10:40:25 main:574] : INFO : Epoch 1721 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 3447.67 ms [2022-03-31 10:40:29 main:574] : INFO : Epoch 1722 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 3502.91 ms [2022-03-31 10:40:32 main:574] : INFO : Epoch 1723 | loss: 0.0311771 | val_loss: 0.0311832 | Time: 3682.92 ms [2022-03-31 10:40:36 main:574] : INFO : Epoch 1724 | loss: 0.031177 | val_loss: 0.0311828 | Time: 3518.13 ms [2022-03-31 10:40:40 main:574] : INFO : Epoch 1725 | loss: 0.0311769 | val_loss: 0.0311854 | Time: 3662.12 ms [2022-03-31 10:40:43 main:574] : INFO : Epoch 1726 | loss: 0.0311787 | val_loss: 0.0311849 | Time: 3431.61 ms [2022-03-31 10:40:47 main:574] : INFO : Epoch 1727 | loss: 0.0311784 | val_loss: 0.0311853 | Time: 3644.02 ms [2022-03-31 10:40:50 main:574] : INFO : Epoch 1728 | loss: 0.0311788 | val_loss: 0.0311845 | Time: 3313.35 ms [2022-03-31 10:40:54 main:574] : INFO : Epoch 1729 | loss: 0.0311796 | val_loss: 0.0311862 | Time: 3562.78 ms [2022-03-31 10:40:57 main:574] : INFO : Epoch 1730 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 3620.42 ms [2022-03-31 10:41:01 main:574] : INFO : Epoch 1731 | loss: 0.0311776 | val_loss: 0.0311873 | Time: 3417.55 ms [2022-03-31 10:41:04 main:574] : INFO : Epoch 1732 | loss: 0.0311822 | val_loss: 0.0311903 | Time: 3623.86 ms [2022-03-31 10:41:08 main:574] : INFO : Epoch 1733 | loss: 0.0311804 | val_loss: 0.0312009 | Time: 3509.68 ms [2022-03-31 10:41:11 main:574] : INFO : Epoch 1734 | loss: 0.0312262 | val_loss: 0.0314386 | Time: 3717.69 ms [2022-03-31 10:41:15 main:574] : INFO : Epoch 1735 | loss: 0.0348438 | val_loss: 0.038933 | Time: 3512.06 ms [2022-03-31 10:41:18 main:574] : INFO : Epoch 1736 | loss: 0.0327566 | val_loss: 0.031436 | Time: 3453.27 ms [2022-03-31 10:41:22 main:574] : INFO : Epoch 1737 | loss: 0.0313316 | val_loss: 0.0312454 | Time: 3527.26 ms [2022-03-31 10:41:25 main:574] : INFO : Epoch 1738 | loss: 0.0312066 | val_loss: 0.0311937 | Time: 3326.9 ms [2022-03-31 10:41:29 main:574] : INFO : Epoch 1739 | loss: 0.0311842 | val_loss: 0.0311896 | Time: 3493.41 ms [2022-03-31 10:41:33 main:574] : INFO : Epoch 1740 | loss: 0.031179 | val_loss: 0.0311849 | Time: 3756.11 ms [2022-03-31 10:41:36 main:574] : INFO : Epoch 1741 | loss: 0.0311783 | val_loss: 0.0311859 | Time: 3559.7 ms [2022-03-31 10:41:40 main:574] : INFO : Epoch 1742 | loss: 0.0311772 | val_loss: 0.0311862 | Time: 3598.52 ms [2022-03-31 10:41:43 main:574] : INFO : Epoch 1743 | loss: 0.0311767 | val_loss: 0.0311833 | Time: 3512.85 ms [2022-03-31 10:41:47 main:574] : INFO : Epoch 1744 | loss: 0.0311759 | val_loss: 0.0311838 | Time: 3685.8 ms [2022-03-31 10:41:50 main:574] : INFO : Epoch 1745 | loss: 0.0311749 | val_loss: 0.031184 | Time: 3454.42 ms [2022-03-31 10:41:54 main:574] : INFO : Epoch 1746 | loss: 0.0311742 | val_loss: 0.031185 | Time: 3750.73 ms [2022-03-31 10:41:58 main:574] : INFO : Epoch 1747 | loss: 0.031174 | val_loss: 0.0311845 | Time: 3405.04 ms [2022-03-31 10:42:01 main:574] : INFO : Epoch 1748 | loss: 0.031175 | val_loss: 0.0311838 | Time: 3687.36 ms [2022-03-31 10:42:05 main:574] : INFO : Epoch 1749 | loss: 0.0311743 | val_loss: 0.0311854 | Time: 3443.18 ms [2022-03-31 10:42:08 main:574] : INFO : Epoch 1750 | loss: 0.0311745 | val_loss: 0.0311844 | Time: 3304.46 ms [2022-03-31 10:42:11 main:574] : INFO : Epoch 1751 | loss: 0.031174 | val_loss: 0.0311851 | Time: 3490.79 ms [2022-03-31 10:42:15 main:574] : INFO : Epoch 1752 | loss: 0.0311738 | val_loss: 0.0311868 | Time: 3446.97 ms [2022-03-31 10:42:19 main:574] : INFO : Epoch 1753 | loss: 0.0311735 | val_loss: 0.0311848 | Time: 3613.7 ms [2022-03-31 10:42:22 main:574] : INFO : Epoch 1754 | loss: 0.0311731 | val_loss: 0.0311883 | Time: 3665.54 ms [2022-03-31 10:42:26 main:574] : INFO : Epoch 1755 | loss: 0.0311745 | val_loss: 0.0311846 | Time: 3380.16 ms [2022-03-31 10:42:29 main:574] : INFO : Epoch 1756 | loss: 0.031173 | val_loss: 0.0311856 | Time: 3668.09 ms [2022-03-31 10:42:33 main:574] : INFO : Epoch 1757 | loss: 0.0311731 | val_loss: 0.0311861 | Time: 3723.57 ms [2022-03-31 10:42:37 main:574] : INFO : Epoch 1758 | loss: 0.0311733 | val_loss: 0.0311857 | Time: 3706.68 ms [2022-03-31 10:42:40 main:574] : INFO : Epoch 1759 | loss: 0.0311725 | val_loss: 0.0311847 | Time: 3645.6 ms [2022-03-31 10:42:44 main:574] : INFO : Epoch 1760 | loss: 0.031173 | val_loss: 0.031185 | Time: 3714.6 ms [2022-03-31 10:42:48 main:574] : INFO : Epoch 1761 | loss: 0.0311744 | val_loss: 0.0311834 | Time: 3440.07 ms [2022-03-31 10:42:51 main:574] : INFO : Epoch 1762 | loss: 0.031174 | val_loss: 0.0311843 | Time: 3539.47 ms [2022-03-31 10:42:55 main:574] : INFO : Epoch 1763 | loss: 0.0311732 | val_loss: 0.0311835 | Time: 3560.92 ms [2022-03-31 10:42:58 main:574] : INFO : Epoch 1764 | loss: 0.0311729 | val_loss: 0.0311842 | Time: 3411.47 ms [2022-03-31 10:43:02 main:574] : INFO : Epoch 1765 | loss: 0.0311724 | val_loss: 0.0311832 | Time: 3619.54 ms [2022-03-31 10:43:05 main:574] : INFO : Epoch 1766 | loss: 0.0311721 | val_loss: 0.0311835 | Time: 3353.85 ms [2022-03-31 10:43:09 main:574] : INFO : Epoch 1767 | loss: 0.0311719 | val_loss: 0.0311836 | Time: 3526.96 ms [2022-03-31 10:43:12 main:574] : INFO : Epoch 1768 | loss: 0.0311719 | val_loss: 0.031184 | Time: 3768.09 ms [2022-03-31 10:43:16 main:574] : INFO : Epoch 1769 | loss: 0.0311728 | val_loss: 0.0311832 | Time: 3528.39 ms [2022-03-31 10:43:20 main:574] : INFO : Epoch 1770 | loss: 0.0311723 | val_loss: 0.031184 | Time: 3707.98 ms [2022-03-31 10:43:23 main:574] : INFO : Epoch 1771 | loss: 0.0311721 | val_loss: 0.0311841 | Time: 3540.23 ms [2022-03-31 10:43:27 main:574] : INFO : Epoch 1772 | loss: 0.0311723 | val_loss: 0.0311846 | Time: 3772.72 ms [2022-03-31 10:43:31 main:574] : INFO : Epoch 1773 | loss: 0.0311717 | val_loss: 0.0311845 | Time: 3779.41 ms [2022-03-31 10:43:34 main:574] : INFO : Epoch 1774 | loss: 0.0311714 | val_loss: 0.0311858 | Time: 3694.3 ms [2022-03-31 10:43:38 main:574] : INFO : Epoch 1775 | loss: 0.0311733 | val_loss: 0.0311887 | Time: 3435.84 ms [2022-03-31 10:43:41 main:574] : INFO : Epoch 1776 | loss: 0.0311746 | val_loss: 0.0311848 | Time: 3673.07 ms [2022-03-31 10:43:45 main:574] : INFO : Epoch 1777 | loss: 0.0311744 | val_loss: 0.0311852 | Time: 3503.51 ms [2022-03-31 10:43:48 main:574] : INFO : Epoch 1778 | loss: 0.0311744 | val_loss: 0.0311861 | Time: 3408.52 ms [2022-03-31 10:43:52 main:574] : INFO : Epoch 1779 | loss: 0.0311729 | val_loss: 0.0311847 | Time: 3612.02 ms [2022-03-31 10:43:55 main:574] : INFO : Epoch 1780 | loss: 0.0311724 | val_loss: 0.0311837 | Time: 3352.54 ms [2022-03-31 10:43:59 main:574] : INFO : Epoch 1781 | loss: 0.0311731 | val_loss: 0.0311835 | Time: 3678.08 ms [2022-03-31 10:44:02 main:574] : INFO : Epoch 1782 | loss: 0.0311726 | val_loss: 0.0311847 | Time: 3484.39 ms [2022-03-31 10:44:06 main:574] : INFO : Epoch 1783 | loss: 0.0311724 | val_loss: 0.031185 | Time: 3523.46 ms [2022-03-31 10:44:10 main:574] : INFO : Epoch 1784 | loss: 0.031172 | val_loss: 0.0311864 | Time: 3520.01 ms [2022-03-31 10:44:13 main:574] : INFO : Epoch 1785 | loss: 0.0311724 | val_loss: 0.031184 | Time: 3560.84 ms [2022-03-31 10:44:17 main:574] : INFO : Epoch 1786 | loss: 0.0311728 | val_loss: 0.0311853 | Time: 3766.2 ms [2022-03-31 10:44:20 main:574] : INFO : Epoch 1787 | loss: 0.0311731 | val_loss: 0.0311881 | Time: 3563.89 ms [2022-03-31 10:44:24 main:574] : INFO : Epoch 1788 | loss: 0.0311725 | val_loss: 0.0311873 | Time: 3651.21 ms [2022-03-31 10:44:28 main:574] : INFO : Epoch 1789 | loss: 0.0311725 | val_loss: 0.0311856 | Time: 3419.26 ms [2022-03-31 10:44:31 main:574] : INFO : Epoch 1790 | loss: 0.031173 | val_loss: 0.0311874 | Time: 3762.35 ms [2022-03-31 10:44:35 main:574] : INFO : Epoch 1791 | loss: 0.0311802 | val_loss: 0.0311862 | Time: 3706.51 ms [2022-03-31 10:44:39 main:574] : INFO : Epoch 1792 | loss: 0.0311816 | val_loss: 0.0311874 | Time: 3667.53 ms [2022-03-31 10:44:42 main:574] : INFO : Epoch 1793 | loss: 0.0311821 | val_loss: 0.0311861 | Time: 3473.25 ms [2022-03-31 10:44:45 main:574] : INFO : Epoch 1794 | loss: 0.0311809 | val_loss: 0.0311846 | Time: 3326.28 ms [2022-03-31 10:44:49 main:574] : INFO : Epoch 1795 | loss: 0.031182 | val_loss: 0.0311846 | Time: 3518.32 ms [2022-03-31 10:44:52 main:574] : INFO : Epoch 1796 | loss: 0.0311828 | val_loss: 0.0311869 | Time: 3460.8 ms [2022-03-31 10:44:56 main:574] : INFO : Epoch 1797 | loss: 0.0311826 | val_loss: 0.0311851 | Time: 3362.36 ms [2022-03-31 10:44:59 main:574] : INFO : Epoch 1798 | loss: 0.0311801 | val_loss: 0.0311896 | Time: 3642.97 ms [2022-03-31 10:45:03 main:574] : INFO : Epoch 1799 | loss: 0.0311818 | val_loss: 0.0311878 | Time: 3583.07 ms [2022-03-31 10:45:07 main:574] : INFO : Epoch 1800 | loss: 0.0311822 | val_loss: 0.0311894 | Time: 3757.84 ms [2022-03-31 10:45:10 main:574] : INFO : Epoch 1801 | loss: 0.0311817 | val_loss: 0.0311887 | Time: 3491.82 ms [2022-03-31 10:45:14 main:574] : INFO : Epoch 1802 | loss: 0.0311818 | val_loss: 0.0311867 | Time: 3616.81 ms [2022-03-31 10:45:17 main:574] : INFO : Epoch 1803 | loss: 0.0311818 | val_loss: 0.0311877 | Time: 3589.02 ms [2022-03-31 10:45:21 main:574] : INFO : Epoch 1804 | loss: 0.0311809 | val_loss: 0.0311873 | Time: 3503.08 ms [2022-03-31 10:45:25 main:574] : INFO : Epoch 1805 | loss: 0.0311808 | val_loss: 0.0311875 | Time: 3584.92 ms [2022-03-31 10:45:28 main:574] : INFO : Epoch 1806 | loss: 0.0311803 | val_loss: 0.0311872 | Time: 3430.2 ms [2022-03-31 10:45:32 main:574] : INFO : Epoch 1807 | loss: 0.0311797 | val_loss: 0.0311854 | Time: 3799.28 ms [2022-03-31 10:45:35 main:574] : INFO : Epoch 1808 | loss: 0.0311798 | val_loss: 0.0311902 | Time: 3372.49 ms [2022-03-31 10:45:39 main:574] : INFO : Epoch 1809 | loss: 0.0311845 | val_loss: 0.0311876 | Time: 3500.57 ms [2022-03-31 10:45:42 main:574] : INFO : Epoch 1810 | loss: 0.0311822 | val_loss: 0.031187 | Time: 3678.61 ms [2022-03-31 10:45:46 main:574] : INFO : Epoch 1811 | loss: 0.0311813 | val_loss: 0.031185 | Time: 3488.57 ms [2022-03-31 10:45:49 main:574] : INFO : Epoch 1812 | loss: 0.0311795 | val_loss: 0.0311848 | Time: 3597.54 ms [2022-03-31 10:45:53 main:574] : INFO : Epoch 1813 | loss: 0.0311788 | val_loss: 0.031185 | Time: 3397.3 ms [2022-03-31 10:45:56 main:574] : INFO : Epoch 1814 | loss: 0.031179 | val_loss: 0.0311857 | Time: 3588.76 ms [2022-03-31 10:46:00 main:574] : INFO : Epoch 1815 | loss: 0.0311791 | val_loss: 0.0311875 | Time: 3428.18 ms [2022-03-31 10:46:03 main:574] : INFO : Epoch 1816 | loss: 0.0311819 | val_loss: 0.0311871 | Time: 3515.35 ms [2022-03-31 10:46:07 main:574] : INFO : Epoch 1817 | loss: 0.0311816 | val_loss: 0.0311834 | Time: 3662.9 ms [2022-03-31 10:46:11 main:574] : INFO : Epoch 1818 | loss: 0.0311794 | val_loss: 0.0311849 | Time: 3513.41 ms [2022-03-31 10:46:14 main:574] : INFO : Epoch 1819 | loss: 0.031179 | val_loss: 0.0311841 | Time: 3753.29 ms [2022-03-31 10:46:18 main:574] : INFO : Epoch 1820 | loss: 0.0311792 | val_loss: 0.0311846 | Time: 3488.23 ms [2022-03-31 10:46:21 main:574] : INFO : Epoch 1821 | loss: 0.0311808 | val_loss: 0.0311847 | Time: 3612.5 ms [2022-03-31 10:46:25 main:574] : INFO : Epoch 1822 | loss: 0.0311843 | val_loss: 0.0311888 | Time: 3508.56 ms [2022-03-31 10:46:28 main:574] : INFO : Epoch 1823 | loss: 0.0311843 | val_loss: 0.0311868 | Time: 3465.19 ms [2022-03-31 10:46:32 main:574] : INFO : Epoch 1824 | loss: 0.0311846 | val_loss: 0.0311911 | Time: 3762.98 ms [2022-03-31 10:46:36 main:574] : INFO : Epoch 1825 | loss: 0.0311836 | val_loss: 0.0311884 | Time: 3557.09 ms [2022-03-31 10:46:39 main:574] : INFO : Epoch 1826 | loss: 0.0311817 | val_loss: 0.0311879 | Time: 3596.45 ms [2022-03-31 10:46:43 main:574] : INFO : Epoch 1827 | loss: 0.0311806 | val_loss: 0.0311868 | Time: 3448.36 ms [2022-03-31 10:46:46 main:574] : INFO : Epoch 1828 | loss: 0.0311802 | val_loss: 0.0311851 | Time: 3417.55 ms [2022-03-31 10:46:50 main:574] : INFO : Epoch 1829 | loss: 0.0311793 | val_loss: 0.0311863 | Time: 3602.51 ms [2022-03-31 10:46:53 main:574] : INFO : Epoch 1830 | loss: 0.0311796 | val_loss: 0.0311865 | Time: 3418.07 ms [2022-03-31 10:46:57 main:574] : INFO : Epoch 1831 | loss: 0.0311789 | val_loss: 0.0311868 | Time: 3633.3 ms [2022-03-31 10:47:00 main:574] : INFO : Epoch 1832 | loss: 0.0311781 | val_loss: 0.0311859 | Time: 3330.01 ms [2022-03-31 10:47:04 main:574] : INFO : Epoch 1833 | loss: 0.0311779 | val_loss: 0.0311868 | Time: 3505.69 ms [2022-03-31 10:47:07 main:574] : INFO : Epoch 1834 | loss: 0.031178 | val_loss: 0.0311855 | Time: 3707.79 ms [2022-03-31 10:47:11 main:574] : INFO : Epoch 1835 | loss: 0.0311774 | val_loss: 0.031187 | Time: 3403.92 ms [2022-03-31 10:47:14 main:574] : INFO : Epoch 1836 | loss: 0.0311768 | val_loss: 0.0311872 | Time: 3627.23 ms [2022-03-31 10:47:18 main:574] : INFO : Epoch 1837 | loss: 0.0311779 | val_loss: 0.0311848 | Time: 3508.19 ms [2022-03-31 10:47:22 main:574] : INFO : Epoch 1838 | loss: 0.0311782 | val_loss: 0.0311856 | Time: 3749.84 ms [2022-03-31 10:47:25 main:574] : INFO : Epoch 1839 | loss: 0.0311777 | val_loss: 0.0311832 | Time: 3501.32 ms [2022-03-31 10:47:29 main:574] : INFO : Epoch 1840 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 3612.71 ms [2022-03-31 10:47:32 main:574] : INFO : Epoch 1841 | loss: 0.031178 | val_loss: 0.0311848 | Time: 3602.42 ms [2022-03-31 10:47:36 main:574] : INFO : Epoch 1842 | loss: 0.0311773 | val_loss: 0.0311858 | Time: 3369.15 ms [2022-03-31 10:47:39 main:574] : INFO : Epoch 1843 | loss: 0.0311773 | val_loss: 0.0311881 | Time: 3652.28 ms [2022-03-31 10:47:43 main:574] : INFO : Epoch 1844 | loss: 0.0311768 | val_loss: 0.0311858 | Time: 3429.38 ms [2022-03-31 10:47:47 main:574] : INFO : Epoch 1845 | loss: 0.0311763 | val_loss: 0.0311857 | Time: 3743.17 ms [2022-03-31 10:47:50 main:574] : INFO : Epoch 1846 | loss: 0.0311768 | val_loss: 0.0311866 | Time: 3382.7 ms [2022-03-31 10:47:54 main:574] : INFO : Epoch 1847 | loss: 0.0311777 | val_loss: 0.0311878 | Time: 3551.62 ms [2022-03-31 10:47:57 main:574] : INFO : Epoch 1848 | loss: 0.0311765 | val_loss: 0.0311861 | Time: 3644.11 ms [2022-03-31 10:48:01 main:574] : INFO : Epoch 1849 | loss: 0.0311776 | val_loss: 0.031187 | Time: 3500.25 ms [2022-03-31 10:48:04 main:574] : INFO : Epoch 1850 | loss: 0.0311785 | val_loss: 0.0311866 | Time: 3686.08 ms [2022-03-31 10:48:08 main:574] : INFO : Epoch 1851 | loss: 0.0311766 | val_loss: 0.0311863 | Time: 3412.85 ms [2022-03-31 10:48:11 main:574] : INFO : Epoch 1852 | loss: 0.0311758 | val_loss: 0.0311878 | Time: 3411.95 ms [2022-03-31 10:48:15 main:574] : INFO : Epoch 1853 | loss: 0.0311755 | val_loss: 0.0311872 | Time: 3436.16 ms [2022-03-31 10:48:18 main:574] : INFO : Epoch 1854 | loss: 0.0311759 | val_loss: 0.0311873 | Time: 3436.04 ms [2022-03-31 10:48:22 main:574] : INFO : Epoch 1855 | loss: 0.0311756 | val_loss: 0.0311861 | Time: 3679.67 ms [2022-03-31 10:48:25 main:574] : INFO : Epoch 1856 | loss: 0.0311747 | val_loss: 0.0311868 | Time: 3481.17 ms [2022-03-31 10:48:29 main:574] : INFO : Epoch 1857 | loss: 0.0311744 | val_loss: 0.031187 | Time: 3781.14 ms [2022-03-31 10:48:33 main:574] : INFO : Epoch 1858 | loss: 0.0311749 | val_loss: 0.0311865 | Time: 3702.67 ms [2022-03-31 10:48:36 main:574] : INFO : Epoch 1859 | loss: 0.0311748 | val_loss: 0.0311861 | Time: 3678.02 ms [2022-03-31 10:48:40 main:574] : INFO : Epoch 1860 | loss: 0.0311799 | val_loss: 0.0311884 | Time: 3411.21 ms [2022-03-31 10:48:43 main:574] : INFO : Epoch 1861 | loss: 0.0311835 | val_loss: 0.0311873 | Time: 3474.71 ms [2022-03-31 10:48:47 main:574] : INFO : Epoch 1862 | loss: 0.031182 | val_loss: 0.0311895 | Time: 3690.3 ms [2022-03-31 10:48:51 main:574] : INFO : Epoch 1863 | loss: 0.0311808 | val_loss: 0.0311875 | Time: 3514.31 ms [2022-03-31 10:48:54 main:574] : INFO : Epoch 1864 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 3641.96 ms [2022-03-31 10:48:58 main:574] : INFO : Epoch 1865 | loss: 0.0311788 | val_loss: 0.0311874 | Time: 3366.41 ms [2022-03-31 10:49:01 main:574] : INFO : Epoch 1866 | loss: 0.0311798 | val_loss: 0.0311866 | Time: 3452.04 ms [2022-03-31 10:49:05 main:574] : INFO : Epoch 1867 | loss: 0.0311786 | val_loss: 0.0311882 | Time: 3571.92 ms [2022-03-31 10:49:08 main:574] : INFO : Epoch 1868 | loss: 0.0311784 | val_loss: 0.031186 | Time: 3395.65 ms [2022-03-31 10:49:12 main:574] : INFO : Epoch 1869 | loss: 0.031179 | val_loss: 0.0311858 | Time: 3744.73 ms [2022-03-31 10:49:15 main:574] : INFO : Epoch 1870 | loss: 0.031178 | val_loss: 0.0311869 | Time: 3352.72 ms [2022-03-31 10:49:19 main:574] : INFO : Epoch 1871 | loss: 0.0311789 | val_loss: 0.0311876 | Time: 3603.27 ms [2022-03-31 10:49:22 main:574] : INFO : Epoch 1872 | loss: 0.031177 | val_loss: 0.0311908 | Time: 3737.25 ms [2022-03-31 10:49:26 main:574] : INFO : Epoch 1873 | loss: 0.03118 | val_loss: 0.0311891 | Time: 3521.95 ms [2022-03-31 10:49:30 main:574] : INFO : Epoch 1874 | loss: 0.0311795 | val_loss: 0.0311884 | Time: 3591.55 ms [2022-03-31 10:49:33 main:574] : INFO : Epoch 1875 | loss: 0.0311785 | val_loss: 0.0311868 | Time: 3694.87 ms [2022-03-31 10:49:37 main:574] : INFO : Epoch 1876 | loss: 0.0311768 | val_loss: 0.0311863 | Time: 3663.74 ms [2022-03-31 10:49:40 main:574] : INFO : Epoch 1877 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 3463.16 ms [2022-03-31 10:49:44 main:574] : INFO : Epoch 1878 | loss: 0.0311774 | val_loss: 0.0311854 | Time: 3635.58 ms [2022-03-31 10:49:47 main:574] : INFO : Epoch 1879 | loss: 0.0311775 | val_loss: 0.0311863 | Time: 3367.6 ms [2022-03-31 10:49:51 main:574] : INFO : Epoch 1880 | loss: 0.0311761 | val_loss: 0.0311862 | Time: 3256.88 ms [2022-03-31 10:49:54 main:574] : INFO : Epoch 1881 | loss: 0.0311762 | val_loss: 0.0311844 | Time: 3658.2 ms [2022-03-31 10:49:58 main:574] : INFO : Epoch 1882 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 3485.05 ms [2022-03-31 10:50:01 main:574] : INFO : Epoch 1883 | loss: 0.0311792 | val_loss: 0.0311825 | Time: 3581.3 ms [2022-03-31 10:50:05 main:574] : INFO : Epoch 1884 | loss: 0.031178 | val_loss: 0.031184 | Time: 3542.38 ms [2022-03-31 10:50:08 main:574] : INFO : Epoch 1885 | loss: 0.0311793 | val_loss: 0.0311845 | Time: 3492.58 ms [2022-03-31 10:50:12 main:574] : INFO : Epoch 1886 | loss: 0.031178 | val_loss: 0.0311848 | Time: 3784.85 ms [2022-03-31 10:50:16 main:574] : INFO : Epoch 1887 | loss: 0.0311779 | val_loss: 0.0311845 | Time: 3579.06 ms [2022-03-31 10:50:20 main:574] : INFO : Epoch 1888 | loss: 0.0311767 | val_loss: 0.0311836 | Time: 3758.14 ms [2022-03-31 10:50:23 main:574] : INFO : Epoch 1889 | loss: 0.0311781 | val_loss: 0.0311913 | Time: 3518.39 ms [2022-03-31 10:50:27 main:574] : INFO : Epoch 1890 | loss: 0.0311789 | val_loss: 0.0311869 | Time: 3741.88 ms [2022-03-31 10:50:30 main:574] : INFO : Epoch 1891 | loss: 0.0311767 | val_loss: 0.0311844 | Time: 3479 ms [2022-03-31 10:50:34 main:574] : INFO : Epoch 1892 | loss: 0.0311783 | val_loss: 0.0311845 | Time: 3630.38 ms [2022-03-31 10:50:37 main:574] : INFO : Epoch 1893 | loss: 0.0311799 | val_loss: 0.0311842 | Time: 3416.75 ms [2022-03-31 10:50:41 main:574] : INFO : Epoch 1894 | loss: 0.0311778 | val_loss: 0.0311839 | Time: 3334.65 ms [2022-03-31 10:50:44 main:574] : INFO : Epoch 1895 | loss: 0.031176 | val_loss: 0.0311827 | Time: 3661.96 ms [2022-03-31 10:50:48 main:574] : INFO : Epoch 1896 | loss: 0.0311751 | val_loss: 0.0311831 | Time: 3494.53 ms [2022-03-31 10:50:51 main:574] : INFO : Epoch 1897 | loss: 0.0311761 | val_loss: 0.0311829 | Time: 3626.49 ms [2022-03-31 10:50:55 main:574] : INFO : Epoch 1898 | loss: 0.0311753 | val_loss: 0.0311844 | Time: 3432.67 ms [2022-03-31 10:50:58 main:574] : INFO : Epoch 1899 | loss: 0.031175 | val_loss: 0.0311836 | Time: 3453.79 ms [2022-03-31 10:51:02 main:574] : INFO : Epoch 1900 | loss: 0.0311753 | val_loss: 0.0311869 | Time: 3672.02 ms [2022-03-31 10:51:06 main:574] : INFO : Epoch 1901 | loss: 0.031175 | val_loss: 0.0311838 | Time: 3582.37 ms [2022-03-31 10:51:09 main:574] : INFO : Epoch 1902 | loss: 0.0311746 | val_loss: 0.0311864 | Time: 3790.46 ms [2022-03-31 10:51:13 main:574] : INFO : Epoch 1903 | loss: 0.0311772 | val_loss: 0.0311845 | Time: 3427.42 ms [2022-03-31 10:51:16 main:574] : INFO : Epoch 1904 | loss: 0.0311789 | val_loss: 0.031188 | Time: 3542.49 ms [2022-03-31 10:51:20 main:574] : INFO : Epoch 1905 | loss: 0.0311789 | val_loss: 0.0311859 | Time: 3566.97 ms [2022-03-31 10:51:23 main:574] : INFO : Epoch 1906 | loss: 0.031178 | val_loss: 0.0311847 | Time: 3449.13 ms [2022-03-31 10:51:27 main:574] : INFO : Epoch 1907 | loss: 0.031177 | val_loss: 0.0311835 | Time: 3674.05 ms [2022-03-31 10:51:30 main:574] : INFO : Epoch 1908 | loss: 0.031177 | val_loss: 0.0311832 | Time: 3334.73 ms [2022-03-31 10:51:34 main:574] : INFO : Epoch 1909 | loss: 0.0311768 | val_loss: 0.0311862 | Time: 3599.53 ms [2022-03-31 10:51:37 main:574] : INFO : Epoch 1910 | loss: 0.0311763 | val_loss: 0.0311845 | Time: 3412.63 ms [2022-03-31 10:51:41 main:574] : INFO : Epoch 1911 | loss: 0.0311756 | val_loss: 0.0311844 | Time: 3411.15 ms [2022-03-31 10:51:44 main:574] : INFO : Epoch 1912 | loss: 0.0311762 | val_loss: 0.0311854 | Time: 3626.56 ms [2022-03-31 10:51:48 main:574] : INFO : Epoch 1913 | loss: 0.0311762 | val_loss: 0.0311832 | Time: 3384.33 ms [2022-03-31 10:51:51 main:574] : INFO : Epoch 1914 | loss: 0.0311756 | val_loss: 0.0311839 | Time: 3651.37 ms [2022-03-31 10:51:55 main:574] : INFO : Epoch 1915 | loss: 0.0311751 | val_loss: 0.0311838 | Time: 3633.88 ms [2022-03-31 10:51:59 main:574] : INFO : Epoch 1916 | loss: 0.0311778 | val_loss: 0.0311861 | Time: 3659.75 ms [2022-03-31 10:52:02 main:574] : INFO : Epoch 1917 | loss: 0.0311798 | val_loss: 0.0311791 | Time: 3538.44 ms [2022-03-31 10:52:06 main:574] : INFO : Epoch 1918 | loss: 0.0311773 | val_loss: 0.0311841 | Time: 3386 ms [2022-03-31 10:52:09 main:574] : INFO : Epoch 1919 | loss: 0.0311753 | val_loss: 0.0311804 | Time: 3682.94 ms [2022-03-31 10:52:13 main:574] : INFO : Epoch 1920 | loss: 0.0311741 | val_loss: 0.0311795 | Time: 3500 ms [2022-03-31 10:52:17 main:574] : INFO : Epoch 1921 | loss: 0.0311736 | val_loss: 0.0311788 | Time: 3659.81 ms [2022-03-31 10:52:20 main:574] : INFO : Epoch 1922 | loss: 0.0311739 | val_loss: 0.0311788 | Time: 3532.2 ms [2022-03-31 10:52:24 main:574] : INFO : Epoch 1923 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 3682.82 ms [2022-03-31 10:52:27 main:574] : INFO : Epoch 1924 | loss: 0.0311729 | val_loss: 0.03118 | Time: 3690.44 ms [2022-03-31 10:52:31 main:574] : INFO : Epoch 1925 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 3632.93 ms [2022-03-31 10:52:35 main:574] : INFO : Epoch 1926 | loss: 0.0311722 | val_loss: 0.0311785 | Time: 3598.05 ms [2022-03-31 10:52:38 main:574] : INFO : Epoch 1927 | loss: 0.0311733 | val_loss: 0.0311776 | Time: 3325.64 ms [2022-03-31 10:52:42 main:574] : INFO : Epoch 1928 | loss: 0.0311731 | val_loss: 0.0311823 | Time: 3702.24 ms [2022-03-31 10:52:45 main:574] : INFO : Epoch 1929 | loss: 0.0311731 | val_loss: 0.0311794 | Time: 3503.86 ms [2022-03-31 10:52:49 main:574] : INFO : Epoch 1930 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 3566.72 ms [2022-03-31 10:52:52 main:574] : INFO : Epoch 1931 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 3408.93 ms [2022-03-31 10:52:56 main:574] : INFO : Epoch 1932 | loss: 0.0311728 | val_loss: 0.0311812 | Time: 3350.85 ms [2022-03-31 10:52:59 main:574] : INFO : Epoch 1933 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 3629.13 ms [2022-03-31 10:53:03 main:574] : INFO : Epoch 1934 | loss: 0.0311722 | val_loss: 0.0311788 | Time: 3631.82 ms [2022-03-31 10:53:07 main:574] : INFO : Epoch 1935 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 3688.84 ms [2022-03-31 10:53:10 main:574] : INFO : Epoch 1936 | loss: 0.0311712 | val_loss: 0.0311796 | Time: 3437 ms [2022-03-31 10:53:13 main:574] : INFO : Epoch 1937 | loss: 0.0311706 | val_loss: 0.031177 | Time: 3395.85 ms [2022-03-31 10:53:17 main:574] : INFO : Epoch 1938 | loss: 0.0311714 | val_loss: 0.031179 | Time: 3546.82 ms [2022-03-31 10:53:20 main:574] : INFO : Epoch 1939 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 3564.5 ms [2022-03-31 10:53:24 main:574] : INFO : Epoch 1940 | loss: 0.0311712 | val_loss: 0.0311784 | Time: 3903.71 ms [2022-03-31 10:53:28 main:574] : INFO : Epoch 1941 | loss: 0.0311706 | val_loss: 0.031181 | Time: 3446.62 ms [2022-03-31 10:53:31 main:574] : INFO : Epoch 1942 | loss: 0.0311734 | val_loss: 0.031182 | Time: 3621.1 ms [2022-03-31 10:53:35 main:574] : INFO : Epoch 1943 | loss: 0.0311717 | val_loss: 0.0311805 | Time: 3473.79 ms [2022-03-31 10:53:38 main:574] : INFO : Epoch 1944 | loss: 0.031171 | val_loss: 0.0311796 | Time: 3472.61 ms [2022-03-31 10:53:42 main:574] : INFO : Epoch 1945 | loss: 0.031171 | val_loss: 0.0311857 | Time: 3638.92 ms [2022-03-31 10:53:45 main:574] : INFO : Epoch 1946 | loss: 0.031172 | val_loss: 0.03118 | Time: 3353.98 ms [2022-03-31 10:53:49 main:574] : INFO : Epoch 1947 | loss: 0.0311717 | val_loss: 0.0311801 | Time: 3533.91 ms [2022-03-31 10:53:52 main:574] : INFO : Epoch 1948 | loss: 0.0311706 | val_loss: 0.0311805 | Time: 3406.35 ms [2022-03-31 10:53:56 main:574] : INFO : Epoch 1949 | loss: 0.0311702 | val_loss: 0.0311802 | Time: 3345.03 ms [2022-03-31 10:53:59 main:574] : INFO : Epoch 1950 | loss: 0.0311701 | val_loss: 0.0311795 | Time: 3625.45 ms [2022-03-31 10:54:03 main:574] : INFO : Epoch 1951 | loss: 0.0311719 | val_loss: 0.0311808 | Time: 3388.98 ms [2022-03-31 10:54:06 main:574] : INFO : Epoch 1952 | loss: 0.0311727 | val_loss: 0.0311897 | Time: 3577.45 ms [2022-03-31 10:54:10 main:574] : INFO : Epoch 1953 | loss: 0.0311748 | val_loss: 0.0311846 | Time: 3587.71 ms [2022-03-31 10:54:13 main:574] : INFO : Epoch 1954 | loss: 0.0311732 | val_loss: 0.03118 | Time: 3386.6 ms [2022-03-31 10:54:17 main:574] : INFO : Epoch 1955 | loss: 0.0311711 | val_loss: 0.0311806 | Time: 3657.2 ms [2022-03-31 10:54:20 main:574] : INFO : Epoch 1956 | loss: 0.0311725 | val_loss: 0.0311822 | Time: 3358.09 ms [2022-03-31 10:54:24 main:574] : INFO : Epoch 1957 | loss: 0.0311741 | val_loss: 0.0311832 | Time: 3472.03 ms [2022-03-31 10:54:27 main:574] : INFO : Epoch 1958 | loss: 0.0311731 | val_loss: 0.0311827 | Time: 3576.53 ms [2022-03-31 10:54:31 main:574] : INFO : Epoch 1959 | loss: 0.0311726 | val_loss: 0.0311821 | Time: 3532.51 ms [2022-03-31 10:54:35 main:574] : INFO : Epoch 1960 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 3844.18 ms [2022-03-31 10:54:38 main:574] : INFO : Epoch 1961 | loss: 0.0311705 | val_loss: 0.0311791 | Time: 3571.61 ms [2022-03-31 10:54:42 main:574] : INFO : Epoch 1962 | loss: 0.0311719 | val_loss: 0.031182 | Time: 3640.85 ms [2022-03-31 10:54:45 main:574] : INFO : Epoch 1963 | loss: 0.0311738 | val_loss: 0.0311811 | Time: 3409.46 ms [2022-03-31 10:54:49 main:574] : INFO : Epoch 1964 | loss: 0.0311714 | val_loss: 0.0311793 | Time: 3680.71 ms [2022-03-31 10:54:53 main:574] : INFO : Epoch 1965 | loss: 0.031171 | val_loss: 0.0311816 | Time: 3477.16 ms [2022-03-31 10:54:56 main:574] : INFO : Epoch 1966 | loss: 0.0311733 | val_loss: 0.0311834 | Time: 3449 ms [2022-03-31 10:55:00 main:574] : INFO : Epoch 1967 | loss: 0.0311723 | val_loss: 0.0311841 | Time: 3606.04 ms [2022-03-31 10:55:03 main:574] : INFO : Epoch 1968 | loss: 0.0311741 | val_loss: 0.0311888 | Time: 3316.61 ms [2022-03-31 10:55:07 main:574] : INFO : Epoch 1969 | loss: 0.0311787 | val_loss: 0.0311866 | Time: 3697.85 ms [2022-03-31 10:55:10 main:574] : INFO : Epoch 1970 | loss: 0.0311763 | val_loss: 0.0311869 | Time: 3414.65 ms [2022-03-31 10:55:14 main:574] : INFO : Epoch 1971 | loss: 0.0311725 | val_loss: 0.0311821 | Time: 3487.23 ms [2022-03-31 10:55:17 main:574] : INFO : Epoch 1972 | loss: 0.0311725 | val_loss: 0.031183 | Time: 3644.18 ms [2022-03-31 10:55:21 main:574] : INFO : Epoch 1973 | loss: 0.0311732 | val_loss: 0.0311841 | Time: 3449.89 ms [2022-03-31 10:55:24 main:574] : INFO : Epoch 1974 | loss: 0.0311714 | val_loss: 0.0311827 | Time: 3703.4 ms [2022-03-31 10:55:28 main:574] : INFO : Epoch 1975 | loss: 0.0311712 | val_loss: 0.0311816 | Time: 3395.09 ms [2022-03-31 10:55:31 main:574] : INFO : Epoch 1976 | loss: 0.0311724 | val_loss: 0.0311828 | Time: 3407.79 ms [2022-03-31 10:55:35 main:574] : INFO : Epoch 1977 | loss: 0.0311738 | val_loss: 0.0311862 | Time: 3626.23 ms [2022-03-31 10:55:38 main:574] : INFO : Epoch 1978 | loss: 0.0311735 | val_loss: 0.0311829 | Time: 3395.48 ms [2022-03-31 10:55:42 main:574] : INFO : Epoch 1979 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 3630.21 ms [2022-03-31 10:55:45 main:574] : INFO : Epoch 1980 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 3449.54 ms [2022-03-31 10:55:49 main:574] : INFO : Epoch 1981 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 3414.11 ms [2022-03-31 10:55:52 main:574] : INFO : Epoch 1982 | loss: 0.0311735 | val_loss: 0.0311827 | Time: 3594.3 ms [2022-03-31 10:55:56 main:574] : INFO : Epoch 1983 | loss: 0.0311746 | val_loss: 0.0311821 | Time: 3473.41 ms [2022-03-31 10:55:59 main:574] : INFO : Epoch 1984 | loss: 0.0311728 | val_loss: 0.0311824 | Time: 3619.94 ms [2022-03-31 10:56:03 main:574] : INFO : Epoch 1985 | loss: 0.0311737 | val_loss: 0.0311803 | Time: 3384.8 ms [2022-03-31 10:56:06 main:574] : INFO : Epoch 1986 | loss: 0.0311731 | val_loss: 0.0311796 | Time: 3522.03 ms [2022-03-31 10:56:10 main:574] : INFO : Epoch 1987 | loss: 0.0311733 | val_loss: 0.0311807 | Time: 3629.43 ms [2022-03-31 10:56:13 main:574] : INFO : Epoch 1988 | loss: 0.0311716 | val_loss: 0.0311826 | Time: 3455.1 ms [2022-03-31 10:56:17 main:574] : INFO : Epoch 1989 | loss: 0.0311717 | val_loss: 0.0311803 | Time: 3662.74 ms [2022-03-31 10:56:20 main:574] : INFO : Epoch 1990 | loss: 0.0311717 | val_loss: 0.0311812 | Time: 3355.09 ms [2022-03-31 10:56:24 main:574] : INFO : Epoch 1991 | loss: 0.0311706 | val_loss: 0.0311798 | Time: 3587.76 ms [2022-03-31 10:56:28 main:574] : INFO : Epoch 1992 | loss: 0.0311717 | val_loss: 0.0311802 | Time: 3593.8 ms [2022-03-31 10:56:31 main:574] : INFO : Epoch 1993 | loss: 0.0311709 | val_loss: 0.0311812 | Time: 3682.96 ms [2022-03-31 10:56:35 main:574] : INFO : Epoch 1994 | loss: 0.0311716 | val_loss: 0.0311844 | Time: 3451.95 ms [2022-03-31 10:56:38 main:574] : INFO : Epoch 1995 | loss: 0.031173 | val_loss: 0.0311814 | Time: 3277.4 ms [2022-03-31 10:56:41 main:574] : INFO : Epoch 1996 | loss: 0.0311709 | val_loss: 0.0311796 | Time: 3497.83 ms [2022-03-31 10:56:45 main:574] : INFO : Epoch 1997 | loss: 0.0311716 | val_loss: 0.0311825 | Time: 3512.01 ms [2022-03-31 10:56:48 main:574] : INFO : Epoch 1998 | loss: 0.0311742 | val_loss: 0.0311826 | Time: 3460.77 ms [2022-03-31 10:56:52 main:574] : INFO : Epoch 1999 | loss: 0.0311758 | val_loss: 0.0311817 | Time: 3740.14 ms [2022-03-31 10:56:56 main:574] : INFO : Epoch 2000 | loss: 0.0311748 | val_loss: 0.0311833 | Time: 3411.56 ms [2022-03-31 10:56:59 main:574] : INFO : Epoch 2001 | loss: 0.0311741 | val_loss: 0.0311791 | Time: 3768.69 ms [2022-03-31 10:57:03 main:574] : INFO : Epoch 2002 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 3547.3 ms [2022-03-31 10:57:07 main:574] : INFO : Epoch 2003 | loss: 0.0311778 | val_loss: 0.0311799 | Time: 3850.87 ms [2022-03-31 10:57:10 main:574] : INFO : Epoch 2004 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 3439.05 ms [2022-03-31 10:57:14 main:574] : INFO : Epoch 2005 | loss: 0.0311781 | val_loss: 0.0311805 | Time: 3587.23 ms [2022-03-31 10:57:17 main:574] : INFO : Epoch 2006 | loss: 0.0311759 | val_loss: 0.0311808 | Time: 3602.67 ms [2022-03-31 10:57:21 main:574] : INFO : Epoch 2007 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 3354.4 ms [2022-03-31 10:57:24 main:574] : INFO : Epoch 2008 | loss: 0.0311818 | val_loss: 0.0311804 | Time: 3673.31 ms [2022-03-31 10:57:28 main:574] : INFO : Epoch 2009 | loss: 0.0311798 | val_loss: 0.0311804 | Time: 3275.97 ms [2022-03-31 10:57:31 main:574] : INFO : Epoch 2010 | loss: 0.0311836 | val_loss: 0.0311831 | Time: 3430.4 ms [2022-03-31 10:57:35 main:574] : INFO : Epoch 2011 | loss: 0.0311823 | val_loss: 0.0311822 | Time: 3587.93 ms [2022-03-31 10:57:38 main:574] : INFO : Epoch 2012 | loss: 0.0311799 | val_loss: 0.0311833 | Time: 3528.34 ms [2022-03-31 10:57:42 main:574] : INFO : Epoch 2013 | loss: 0.0311822 | val_loss: 0.0311861 | Time: 3655.5 ms [2022-03-31 10:57:45 main:574] : INFO : Epoch 2014 | loss: 0.0311802 | val_loss: 0.0311901 | Time: 3316.45 ms [2022-03-31 10:57:49 main:574] : INFO : Epoch 2015 | loss: 0.0311801 | val_loss: 0.0311817 | Time: 3470.55 ms [2022-03-31 10:57:52 main:574] : INFO : Epoch 2016 | loss: 0.0311786 | val_loss: 0.0311824 | Time: 3618.85 ms [2022-03-31 10:57:56 main:574] : INFO : Epoch 2017 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 3399.91 ms [2022-03-31 10:57:59 main:574] : INFO : Epoch 2018 | loss: 0.0311794 | val_loss: 0.031182 | Time: 3738.02 ms [2022-03-31 10:58:03 main:574] : INFO : Epoch 2019 | loss: 0.0311783 | val_loss: 0.0311812 | Time: 3431.08 ms [2022-03-31 10:58:06 main:574] : INFO : Epoch 2020 | loss: 0.0311768 | val_loss: 0.03118 | Time: 3517.37 ms [2022-03-31 10:58:10 main:574] : INFO : Epoch 2021 | loss: 0.0311755 | val_loss: 0.0311795 | Time: 3640.7 ms [2022-03-31 10:58:14 main:574] : INFO : Epoch 2022 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 3714.25 ms [2022-03-31 10:58:17 main:574] : INFO : Epoch 2023 | loss: 0.0311751 | val_loss: 0.0311791 | Time: 3566.13 ms [2022-03-31 10:58:21 main:574] : INFO : Epoch 2024 | loss: 0.0311767 | val_loss: 0.0311808 | Time: 3865.16 ms [2022-03-31 10:58:25 main:574] : INFO : Epoch 2025 | loss: 0.0311749 | val_loss: 0.0311804 | Time: 3777.93 ms [2022-03-31 10:58:28 main:574] : INFO : Epoch 2026 | loss: 0.0311734 | val_loss: 0.031182 | Time: 3428.62 ms [2022-03-31 10:58:32 main:574] : INFO : Epoch 2027 | loss: 0.0311742 | val_loss: 0.0311792 | Time: 3663.58 ms [2022-03-31 10:58:36 main:574] : INFO : Epoch 2028 | loss: 0.031175 | val_loss: 0.0311797 | Time: 3455.71 ms [2022-03-31 10:58:39 main:574] : INFO : Epoch 2029 | loss: 0.0311752 | val_loss: 0.0311792 | Time: 3751.74 ms [2022-03-31 10:58:43 main:574] : INFO : Epoch 2030 | loss: 0.0311734 | val_loss: 0.0311789 | Time: 3541.22 ms [2022-03-31 10:58:47 main:574] : INFO : Epoch 2031 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 3717.49 ms [2022-03-31 10:58:50 main:574] : INFO : Epoch 2032 | loss: 0.0311741 | val_loss: 0.0311791 | Time: 3515.99 ms [2022-03-31 10:58:53 main:574] : INFO : Epoch 2033 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 3350.05 ms [2022-03-31 10:58:57 main:574] : INFO : Epoch 2034 | loss: 0.0311731 | val_loss: 0.0311788 | Time: 3548.61 ms [2022-03-31 10:59:00 main:574] : INFO : Epoch 2035 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 3363.43 ms [2022-03-31 10:59:04 main:574] : INFO : Epoch 2036 | loss: 0.0311747 | val_loss: 0.0311846 | Time: 3473.21 ms [2022-03-31 10:59:07 main:574] : INFO : Epoch 2037 | loss: 0.031174 | val_loss: 0.0311828 | Time: 3540.2 ms [2022-03-31 10:59:11 main:574] : INFO : Epoch 2038 | loss: 0.0311741 | val_loss: 0.0311837 | Time: 3399.13 ms [2022-03-31 10:59:14 main:574] : INFO : Epoch 2039 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 3659.34 ms [2022-03-31 10:59:18 main:574] : INFO : Epoch 2040 | loss: 0.0311726 | val_loss: 0.0311808 | Time: 3480.58 ms [2022-03-31 10:59:21 main:574] : INFO : Epoch 2041 | loss: 0.031174 | val_loss: 0.031182 | Time: 3580.58 ms [2022-03-31 10:59:25 main:574] : INFO : Epoch 2042 | loss: 0.0311738 | val_loss: 0.0311828 | Time: 3513.49 ms [2022-03-31 10:59:28 main:574] : INFO : Epoch 2043 | loss: 0.0311739 | val_loss: 0.0311811 | Time: 3380.18 ms [2022-03-31 10:59:32 main:574] : INFO : Epoch 2044 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 3664.08 ms [2022-03-31 10:59:36 main:574] : INFO : Epoch 2045 | loss: 0.0311721 | val_loss: 0.0311791 | Time: 3467.09 ms [2022-03-31 10:59:39 main:574] : INFO : Epoch 2046 | loss: 0.0311714 | val_loss: 0.0311802 | Time: 3634.5 ms [2022-03-31 10:59:43 main:574] : INFO : Epoch 2047 | loss: 0.0311705 | val_loss: 0.0311796 | Time: 3471.07 ms [2022-03-31 10:59:46 main:574] : INFO : Epoch 2048 | loss: 0.0311708 | val_loss: 0.0311801 | Time: 3376.85 ms [2022-03-31 10:59:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311801 [2022-03-31 10:59:46 main:603] : INFO : Saving end state to config to file [2022-03-31 10:59:46 main:608] : INFO : Success, exiting.. 10:59:46 (12824): 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)