Task 14595176
| Name | ParityModified-1647041601-15728-3-0_0 |
| Workunit | 11617415 |
| Created | 10 Apr 2022, 8:51:51 UTC |
| Sent | 11 Apr 2022, 7:27:54 UTC |
| Report deadline | 19 Apr 2022, 7:27:54 UTC |
| Received | 11 Apr 2022, 10:32:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8864 |
| Run time | 1 hours 56 min 46 sec |
| CPU time | 1 hours 52 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,495.61 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 954.16 MB |
| 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> main:574] : INFO : Epoch 1542 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 3260.62 ms [2022-04-11 11:04:04 main:574] : INFO : Epoch 1543 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 3257.43 ms [2022-04-11 11:04:07 main:574] : INFO : Epoch 1544 | loss: 0.031176 | val_loss: 0.0311782 | Time: 3301.14 ms [2022-04-11 11:04:11 main:574] : INFO : Epoch 1545 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 3236.46 ms [2022-04-11 11:04:14 main:574] : INFO : Epoch 1546 | loss: 0.0311776 | val_loss: 0.0311779 | Time: 3238.32 ms [2022-04-11 11:04:17 main:574] : INFO : Epoch 1547 | loss: 0.0311745 | val_loss: 0.0311779 | Time: 3248.37 ms [2022-04-11 11:04:20 main:574] : INFO : Epoch 1548 | loss: 0.0311745 | val_loss: 0.0311783 | Time: 3260.77 ms [2022-04-11 11:04:24 main:574] : INFO : Epoch 1549 | loss: 0.0311752 | val_loss: 0.0311797 | Time: 3258.46 ms [2022-04-11 11:04:27 main:574] : INFO : Epoch 1550 | loss: 0.0311882 | val_loss: 0.031186 | Time: 3290.38 ms [2022-04-11 11:04:30 main:574] : INFO : Epoch 1551 | loss: 0.0311837 | val_loss: 0.0311841 | Time: 3233.21 ms [2022-04-11 11:04:33 main:574] : INFO : Epoch 1552 | loss: 0.0311789 | val_loss: 0.0311798 | Time: 3235.49 ms [2022-04-11 11:04:37 main:574] : INFO : Epoch 1553 | loss: 0.0311788 | val_loss: 0.0311784 | Time: 3272.04 ms [2022-04-11 11:04:40 main:574] : INFO : Epoch 1554 | loss: 0.0311767 | val_loss: 0.0311788 | Time: 3251.73 ms [2022-04-11 11:04:43 main:574] : INFO : Epoch 1555 | loss: 0.0311796 | val_loss: 0.0311773 | Time: 3266.19 ms [2022-04-11 11:04:47 main:574] : INFO : Epoch 1556 | loss: 0.0311755 | val_loss: 0.0311778 | Time: 3343.14 ms [2022-04-11 11:04:50 main:574] : INFO : Epoch 1557 | loss: 0.031175 | val_loss: 0.0311786 | Time: 3334.11 ms [2022-04-11 11:04:53 main:574] : INFO : Epoch 1558 | loss: 0.0311756 | val_loss: 0.0311781 | Time: 3224.78 ms [2022-04-11 11:04:56 main:574] : INFO : Epoch 1559 | loss: 0.0311742 | val_loss: 0.0311814 | Time: 3254.87 ms [2022-04-11 11:05:00 main:574] : INFO : Epoch 1560 | loss: 0.031175 | val_loss: 0.0311776 | Time: 3334.82 ms [2022-04-11 11:05:03 main:574] : INFO : Epoch 1561 | loss: 0.0311744 | val_loss: 0.0311824 | Time: 3247.59 ms [2022-04-11 11:05:06 main:574] : INFO : Epoch 1562 | loss: 0.0311755 | val_loss: 0.0311768 | Time: 3300.47 ms [2022-04-11 11:05:10 main:574] : INFO : Epoch 1563 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 3255.89 ms [2022-04-11 11:05:13 main:574] : INFO : Epoch 1564 | loss: 0.0311739 | val_loss: 0.0311815 | Time: 3283.14 ms [2022-04-11 11:05:16 main:574] : INFO : Epoch 1565 | loss: 0.0311737 | val_loss: 0.031177 | Time: 3323.98 ms [2022-04-11 11:05:20 main:574] : INFO : Epoch 1566 | loss: 0.0311727 | val_loss: 0.031177 | Time: 3328.76 ms [2022-04-11 11:05:23 main:574] : INFO : Epoch 1567 | loss: 0.0311726 | val_loss: 0.031178 | Time: 3326.7 ms [2022-04-11 11:05:26 main:574] : INFO : Epoch 1568 | loss: 0.0311734 | val_loss: 0.0311775 | Time: 3309.27 ms [2022-04-11 11:05:30 main:574] : INFO : Epoch 1569 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 3245.89 ms [2022-04-11 11:05:33 main:574] : INFO : Epoch 1570 | loss: 0.0311712 | val_loss: 0.031177 | Time: 3259.33 ms [2022-04-11 11:05:36 main:574] : INFO : Epoch 1571 | loss: 0.0311719 | val_loss: 0.0311806 | Time: 3301.13 ms [2022-04-11 11:05:39 main:574] : INFO : Epoch 1572 | loss: 0.0311745 | val_loss: 0.0311787 | Time: 3274.25 ms [2022-04-11 11:05:43 main:574] : INFO : Epoch 1573 | loss: 0.0311779 | val_loss: 0.0311751 | Time: 3312.3 ms [2022-04-11 11:05:46 main:574] : INFO : Epoch 1574 | loss: 0.0311751 | val_loss: 0.0311748 | Time: 3314.08 ms [2022-04-11 11:05:50 main:574] : INFO : Epoch 1575 | loss: 0.0311762 | val_loss: 0.0311763 | Time: 3611.96 ms [2022-04-11 11:05:53 main:574] : INFO : Epoch 1576 | loss: 0.0311759 | val_loss: 0.031177 | Time: 3776.27 ms [2022-04-11 11:05:57 main:574] : INFO : Epoch 1577 | loss: 0.0311735 | val_loss: 0.0311743 | Time: 3367.64 ms [2022-04-11 11:06:00 main:574] : INFO : Epoch 1578 | loss: 0.0311733 | val_loss: 0.0311745 | Time: 3293.68 ms [2022-04-11 11:06:03 main:574] : INFO : Epoch 1579 | loss: 0.0311727 | val_loss: 0.0311762 | Time: 3301.41 ms [2022-04-11 11:06:07 main:574] : INFO : Epoch 1580 | loss: 0.0311738 | val_loss: 0.0311748 | Time: 3265.26 ms [2022-04-11 11:06:10 main:574] : INFO : Epoch 1581 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 3280.11 ms [2022-04-11 11:06:13 main:574] : INFO : Epoch 1582 | loss: 0.0311726 | val_loss: 0.0311742 | Time: 3251.1 ms [2022-04-11 11:06:17 main:574] : INFO : Epoch 1583 | loss: 0.0311737 | val_loss: 0.031174 | Time: 3324.49 ms [2022-04-11 11:06:20 main:574] : INFO : Epoch 1584 | loss: 0.0311739 | val_loss: 0.0311762 | Time: 3373.31 ms [2022-04-11 11:06:23 main:574] : INFO : Epoch 1585 | loss: 0.0311744 | val_loss: 0.0311759 | Time: 3323.89 ms [2022-04-11 11:06:27 main:574] : INFO : Epoch 1586 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 3324.44 ms [2022-04-11 11:06:30 main:574] : INFO : Epoch 1587 | loss: 0.031174 | val_loss: 0.0311763 | Time: 3292.19 ms [2022-04-11 11:06:33 main:574] : INFO : Epoch 1588 | loss: 0.0311723 | val_loss: 0.0311756 | Time: 3243.84 ms [2022-04-11 11:06:36 main:574] : INFO : Epoch 1589 | loss: 0.0311717 | val_loss: 0.0311762 | Time: 3253.95 ms [2022-04-11 11:06:40 main:574] : INFO : Epoch 1590 | loss: 0.0311723 | val_loss: 0.0311754 | Time: 3252.51 ms [2022-04-11 11:06:43 main:574] : INFO : Epoch 1591 | loss: 0.0311724 | val_loss: 0.0311762 | Time: 3241.71 ms [2022-04-11 11:06:46 main:574] : INFO : Epoch 1592 | loss: 0.0311718 | val_loss: 0.0311738 | Time: 3268.79 ms [2022-04-11 11:06:50 main:574] : INFO : Epoch 1593 | loss: 0.0311725 | val_loss: 0.0311728 | Time: 3341.62 ms [2022-04-11 11:06:53 main:574] : INFO : Epoch 1594 | loss: 0.0311716 | val_loss: 0.0311716 | Time: 3283.59 ms [2022-04-11 11:06:56 main:574] : INFO : Epoch 1595 | loss: 0.0311722 | val_loss: 0.0311734 | Time: 3349.7 ms [2022-04-11 11:07:00 main:574] : INFO : Epoch 1596 | loss: 0.0311725 | val_loss: 0.031172 | Time: 3329.66 ms [2022-04-11 11:07:03 main:574] : INFO : Epoch 1597 | loss: 0.0311704 | val_loss: 0.0311727 | Time: 3334.18 ms [2022-04-11 11:07:06 main:574] : INFO : Epoch 1598 | loss: 0.0311697 | val_loss: 0.0311723 | Time: 3302.71 ms [2022-04-11 11:07:10 main:574] : INFO : Epoch 1599 | loss: 0.0311704 | val_loss: 0.0311728 | Time: 3316.88 ms [2022-04-11 11:07:13 main:574] : INFO : Epoch 1600 | loss: 0.0311699 | val_loss: 0.0311727 | Time: 3296.47 ms [2022-04-11 11:07:16 main:574] : INFO : Epoch 1601 | loss: 0.0311724 | val_loss: 0.0311773 | Time: 3306.57 ms [2022-04-11 11:07:19 main:574] : INFO : Epoch 1602 | loss: 0.0311714 | val_loss: 0.0311739 | Time: 3299.77 ms [2022-04-11 11:07:23 main:574] : INFO : Epoch 1603 | loss: 0.0311723 | val_loss: 0.0311729 | Time: 3320.53 ms [2022-04-11 11:07:26 main:574] : INFO : Epoch 1604 | loss: 0.0311732 | val_loss: 0.0311722 | Time: 3252.74 ms [2022-04-11 11:07:29 main:574] : INFO : Epoch 1605 | loss: 0.0311744 | val_loss: 0.0311763 | Time: 3228.41 ms [2022-04-11 11:07:33 main:574] : INFO : Epoch 1606 | loss: 0.0313613 | val_loss: 0.0327031 | Time: 3237.35 ms [2022-04-11 11:07:36 main:574] : INFO : Epoch 1607 | loss: 0.035836 | val_loss: 0.0338634 | Time: 3282.31 ms [2022-04-11 11:07:39 main:574] : INFO : Epoch 1608 | loss: 0.0322916 | val_loss: 0.0313003 | Time: 3339.39 ms [2022-04-11 11:07:42 main:574] : INFO : Epoch 1609 | loss: 0.0313354 | val_loss: 0.0312731 | Time: 3225.81 ms [2022-04-11 11:07:46 main:574] : INFO : Epoch 1610 | loss: 0.0312355 | val_loss: 0.0312139 | Time: 3257.44 ms [2022-04-11 11:07:49 main:574] : INFO : Epoch 1611 | loss: 0.0312097 | val_loss: 0.0311996 | Time: 3262.22 ms [2022-04-11 11:07:52 main:574] : INFO : Epoch 1612 | loss: 0.0311991 | val_loss: 0.0311905 | Time: 3330.23 ms [2022-04-11 11:07:56 main:574] : INFO : Epoch 1613 | loss: 0.0311932 | val_loss: 0.0311871 | Time: 3297.33 ms [2022-04-11 11:07:59 main:574] : INFO : Epoch 1614 | loss: 0.0311909 | val_loss: 0.0311853 | Time: 3232.3 ms [2022-04-11 11:08:02 main:574] : INFO : Epoch 1615 | loss: 0.0311895 | val_loss: 0.0311844 | Time: 3286.23 ms [2022-04-11 11:08:06 main:574] : INFO : Epoch 1616 | loss: 0.0311894 | val_loss: 0.0311837 | Time: 3340.25 ms [2022-04-11 11:08:09 main:574] : INFO : Epoch 1617 | loss: 0.0311879 | val_loss: 0.0311832 | Time: 3314.2 ms [2022-04-11 11:08:12 main:574] : INFO : Epoch 1618 | loss: 0.0311882 | val_loss: 0.031187 | Time: 3268.87 ms [2022-04-11 11:08:15 main:574] : INFO : Epoch 1619 | loss: 0.0311881 | val_loss: 0.0311832 | Time: 3316.69 ms [2022-04-11 11:08:19 main:574] : INFO : Epoch 1620 | loss: 0.031187 | val_loss: 0.0311827 | Time: 3269.71 ms [2022-04-11 11:08:22 main:574] : INFO : Epoch 1621 | loss: 0.0311856 | val_loss: 0.031182 | Time: 3245.68 ms [2022-04-11 11:08:25 main:574] : INFO : Epoch 1622 | loss: 0.0311849 | val_loss: 0.0311818 | Time: 3258.52 ms [2022-04-11 11:08:29 main:574] : INFO : Epoch 1623 | loss: 0.031185 | val_loss: 0.0311818 | Time: 3254.96 ms [2022-04-11 11:08:32 main:574] : INFO : Epoch 1624 | loss: 0.0311841 | val_loss: 0.0311819 | Time: 3231.18 ms [2022-04-11 11:08:35 main:574] : INFO : Epoch 1625 | loss: 0.031184 | val_loss: 0.0311818 | Time: 3301.95 ms [2022-04-11 11:08:38 main:574] : INFO : Epoch 1626 | loss: 0.0311837 | val_loss: 0.0311817 | Time: 3322.57 ms [2022-04-11 11:08:42 main:574] : INFO : Epoch 1627 | loss: 0.0311834 | val_loss: 0.0311814 | Time: 3318.24 ms [2022-04-11 11:08:45 main:574] : INFO : Epoch 1628 | loss: 0.031184 | val_loss: 0.0311817 | Time: 3305.08 ms [2022-04-11 11:08:48 main:574] : INFO : Epoch 1629 | loss: 0.0311843 | val_loss: 0.0311813 | Time: 3218.68 ms [2022-04-11 11:08:52 main:574] : INFO : Epoch 1630 | loss: 0.0311827 | val_loss: 0.0311833 | Time: 3245.89 ms [2022-04-11 11:08:55 main:574] : INFO : Epoch 1631 | loss: 0.0311827 | val_loss: 0.0311821 | Time: 3239.66 ms [2022-04-11 11:08:58 main:574] : INFO : Epoch 1632 | loss: 0.031182 | val_loss: 0.0311815 | Time: 3256.2 ms [2022-04-11 11:09:01 main:574] : INFO : Epoch 1633 | loss: 0.0311818 | val_loss: 0.0311814 | Time: 3324.23 ms [2022-04-11 11:09:05 main:574] : INFO : Epoch 1634 | loss: 0.0311816 | val_loss: 0.0311825 | Time: 3320.01 ms [2022-04-11 11:09:08 main:574] : INFO : Epoch 1635 | loss: 0.0311817 | val_loss: 0.0311821 | Time: 3282.7 ms [2022-04-11 11:09:11 main:574] : INFO : Epoch 1636 | loss: 0.0311814 | val_loss: 0.0311812 | Time: 3220.26 ms [2022-04-11 11:09:14 main:574] : INFO : Epoch 1637 | loss: 0.0311816 | val_loss: 0.0311806 | Time: 3243.33 ms [2022-04-11 11:09:18 main:574] : INFO : Epoch 1638 | loss: 0.0311802 | val_loss: 0.0311804 | Time: 3257.07 ms [2022-04-11 11:09:21 main:574] : INFO : Epoch 1639 | loss: 0.0311808 | val_loss: 0.0311819 | Time: 3245.78 ms [2022-04-11 11:09:24 main:574] : INFO : Epoch 1640 | loss: 0.0311815 | val_loss: 0.0311809 | Time: 3234.59 ms [2022-04-11 11:09:28 main:574] : INFO : Epoch 1641 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 3254.09 ms [2022-04-11 11:09:31 main:574] : INFO : Epoch 1642 | loss: 0.0311796 | val_loss: 0.0311798 | Time: 3322.3 ms [2022-04-11 11:09:34 main:574] : INFO : Epoch 1643 | loss: 0.0311795 | val_loss: 0.0311799 | Time: 3241.4 ms [2022-04-11 11:09:37 main:574] : INFO : Epoch 1644 | loss: 0.0311813 | val_loss: 0.0311801 | Time: 3229.67 ms [2022-04-11 11:09:41 main:574] : INFO : Epoch 1645 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 3349.52 ms [2022-04-11 11:09:44 main:574] : INFO : Epoch 1646 | loss: 0.0311794 | val_loss: 0.0311815 | Time: 3242.49 ms [2022-04-11 11:09:47 main:574] : INFO : Epoch 1647 | loss: 0.0311793 | val_loss: 0.0311801 | Time: 3277.27 ms [2022-04-11 11:09:50 main:574] : INFO : Epoch 1648 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 3261.9 ms [2022-04-11 11:09:54 main:574] : INFO : Epoch 1649 | loss: 0.0311801 | val_loss: 0.0311797 | Time: 3259.67 ms [2022-04-11 11:09:57 main:574] : INFO : Epoch 1650 | loss: 0.0311788 | val_loss: 0.0311795 | Time: 3259.86 ms [2022-04-11 11:10:00 main:574] : INFO : Epoch 1651 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 3275.09 ms [2022-04-11 11:10:04 main:574] : INFO : Epoch 1652 | loss: 0.0311796 | val_loss: 0.0311815 | Time: 3231.55 ms [2022-04-11 11:10:07 main:574] : INFO : Epoch 1653 | loss: 0.0311789 | val_loss: 0.0311791 | Time: 3329.21 ms [2022-04-11 11:10:10 main:574] : INFO : Epoch 1654 | loss: 0.031178 | val_loss: 0.0311791 | Time: 3312.85 ms [2022-04-11 11:10:14 main:574] : INFO : Epoch 1655 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 3303.29 ms [2022-04-11 11:10:17 main:574] : INFO : Epoch 1656 | loss: 0.0311775 | val_loss: 0.0311814 | Time: 3301.39 ms [2022-04-11 11:10:20 main:574] : INFO : Epoch 1657 | loss: 0.0311797 | val_loss: 0.0311784 | Time: 3316.78 ms [2022-04-11 11:10:23 main:574] : INFO : Epoch 1658 | loss: 0.0311784 | val_loss: 0.0311842 | Time: 3304.65 ms [2022-04-11 11:10:27 main:574] : INFO : Epoch 1659 | loss: 0.0311784 | val_loss: 0.0311812 | Time: 3302.74 ms [2022-04-11 11:10:30 main:574] : INFO : Epoch 1660 | loss: 0.0311796 | val_loss: 0.0311822 | Time: 3290.23 ms [2022-04-11 11:10:33 main:574] : INFO : Epoch 1661 | loss: 0.0311775 | val_loss: 0.0311779 | Time: 3310.35 ms [2022-04-11 11:10:37 main:574] : INFO : Epoch 1662 | loss: 0.0311763 | val_loss: 0.0311774 | Time: 3311.43 ms [2022-04-11 11:10:40 main:574] : INFO : Epoch 1663 | loss: 0.0311764 | val_loss: 0.0311783 | Time: 3265.89 ms [2022-04-11 11:10:43 main:574] : INFO : Epoch 1664 | loss: 0.0311759 | val_loss: 0.0311769 | Time: 3254.79 ms [2022-04-11 11:10:47 main:574] : INFO : Epoch 1665 | loss: 0.0311757 | val_loss: 0.0311778 | Time: 3259.96 ms [2022-04-11 11:10:50 main:574] : INFO : Epoch 1666 | loss: 0.0311752 | val_loss: 0.0311781 | Time: 3227.68 ms [2022-04-11 11:10:53 main:574] : INFO : Epoch 1667 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 3235.26 ms [2022-04-11 11:10:56 main:574] : INFO : Epoch 1668 | loss: 0.0311773 | val_loss: 0.0311776 | Time: 3237.46 ms [2022-04-11 11:11:00 main:574] : INFO : Epoch 1669 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 3238.39 ms [2022-04-11 11:11:03 main:574] : INFO : Epoch 1670 | loss: 0.0311753 | val_loss: 0.0311786 | Time: 3255.45 ms [2022-04-11 11:11:06 main:574] : INFO : Epoch 1671 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 3254.53 ms [2022-04-11 11:11:09 main:574] : INFO : Epoch 1672 | loss: 0.0311763 | val_loss: 0.0311783 | Time: 3223.89 ms [2022-04-11 11:11:13 main:574] : INFO : Epoch 1673 | loss: 0.0311757 | val_loss: 0.0311775 | Time: 3272.13 ms [2022-04-11 11:11:16 main:574] : INFO : Epoch 1674 | loss: 0.0311762 | val_loss: 0.0311779 | Time: 3353.8 ms [2022-04-11 11:11:19 main:574] : INFO : Epoch 1675 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 3307.4 ms [2022-04-11 11:11:23 main:574] : INFO : Epoch 1676 | loss: 0.0311751 | val_loss: 0.0311777 | Time: 3298.09 ms [2022-04-11 11:11:26 main:574] : INFO : Epoch 1677 | loss: 0.0311749 | val_loss: 0.0311771 | Time: 3247.95 ms [2022-04-11 11:11:29 main:574] : INFO : Epoch 1678 | loss: 0.031175 | val_loss: 0.0311789 | Time: 3231.66 ms [2022-04-11 11:11:32 main:574] : INFO : Epoch 1679 | loss: 0.0311748 | val_loss: 0.03118 | Time: 3250.45 ms [2022-04-11 11:11:36 main:574] : INFO : Epoch 1680 | loss: 0.0311759 | val_loss: 0.0311793 | Time: 3262.76 ms [2022-04-11 11:11:39 main:574] : INFO : Epoch 1681 | loss: 0.0311748 | val_loss: 0.0311777 | Time: 3228.73 ms [2022-04-11 11:11:42 main:574] : INFO : Epoch 1682 | loss: 0.0311749 | val_loss: 0.0311819 | Time: 3304.44 ms [2022-04-11 11:11:45 main:574] : INFO : Epoch 1683 | loss: 0.031176 | val_loss: 0.0311781 | Time: 3299.08 ms [2022-04-11 11:11:49 main:574] : INFO : Epoch 1684 | loss: 0.0311746 | val_loss: 0.0311797 | Time: 3242.78 ms [2022-04-11 11:11:52 main:574] : INFO : Epoch 1685 | loss: 0.0311759 | val_loss: 0.03118 | Time: 3255.24 ms [2022-04-11 11:11:55 main:574] : INFO : Epoch 1686 | loss: 0.0311758 | val_loss: 0.0311775 | Time: 3262.39 ms [2022-04-11 11:11:58 main:574] : INFO : Epoch 1687 | loss: 0.0311743 | val_loss: 0.0311797 | Time: 3239.27 ms [2022-04-11 11:12:02 main:574] : INFO : Epoch 1688 | loss: 0.031174 | val_loss: 0.0311785 | Time: 3239.24 ms [2022-04-11 11:12:05 main:574] : INFO : Epoch 1689 | loss: 0.0311752 | val_loss: 0.0311777 | Time: 3261.16 ms [2022-04-11 11:12:08 main:574] : INFO : Epoch 1690 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 3255.43 ms [2022-04-11 11:12:12 main:574] : INFO : Epoch 1691 | loss: 0.0311731 | val_loss: 0.0311776 | Time: 3341.83 ms [2022-04-11 11:12:15 main:574] : INFO : Epoch 1692 | loss: 0.0311725 | val_loss: 0.0311783 | Time: 3319.42 ms [2022-04-11 11:12:18 main:574] : INFO : Epoch 1693 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 3234.78 ms [2022-04-11 11:12:21 main:574] : INFO : Epoch 1694 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 3268.54 ms [2022-04-11 11:12:25 main:574] : INFO : Epoch 1695 | loss: 0.0311732 | val_loss: 0.0311799 | Time: 3233.66 ms [2022-04-11 11:12:28 main:574] : INFO : Epoch 1696 | loss: 0.0311731 | val_loss: 0.0311775 | Time: 3276.29 ms [2022-04-11 11:12:31 main:574] : INFO : Epoch 1697 | loss: 0.0311734 | val_loss: 0.031179 | Time: 3242.89 ms [2022-04-11 11:12:34 main:574] : INFO : Epoch 1698 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 3231 ms [2022-04-11 11:12:38 main:574] : INFO : Epoch 1699 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 3303.06 ms [2022-04-11 11:12:41 main:574] : INFO : Epoch 1700 | loss: 0.0311722 | val_loss: 0.0311833 | Time: 3349.67 ms [2022-04-11 11:12:45 main:574] : INFO : Epoch 1701 | loss: 0.031173 | val_loss: 0.0311794 | Time: 3328.97 ms [2022-04-11 11:12:48 main:574] : INFO : Epoch 1702 | loss: 0.0311719 | val_loss: 0.0311767 | Time: 3306.29 ms [2022-04-11 11:12:51 main:574] : INFO : Epoch 1703 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 3225.42 ms [2022-04-11 11:12:54 main:574] : INFO : Epoch 1704 | loss: 0.031171 | val_loss: 0.0311782 | Time: 3245.69 ms [2022-04-11 11:12:58 main:574] : INFO : Epoch 1705 | loss: 0.0311704 | val_loss: 0.0311772 | Time: 3238.9 ms [2022-04-11 11:13:01 main:574] : INFO : Epoch 1706 | loss: 0.031174 | val_loss: 0.0311773 | Time: 3261.5 ms [2022-04-11 11:13:04 main:574] : INFO : Epoch 1707 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 3233.75 ms [2022-04-11 11:13:07 main:574] : INFO : Epoch 1708 | loss: 0.0311725 | val_loss: 0.0311783 | Time: 3234.66 ms [2022-04-11 11:13:11 main:574] : INFO : Epoch 1709 | loss: 0.0311704 | val_loss: 0.0311772 | Time: 3245.81 ms [2022-04-11 11:13:14 main:574] : INFO : Epoch 1710 | loss: 0.0311717 | val_loss: 0.0311766 | Time: 3233.9 ms [2022-04-11 11:13:17 main:574] : INFO : Epoch 1711 | loss: 0.031172 | val_loss: 0.0311766 | Time: 3356.33 ms [2022-04-11 11:13:21 main:574] : INFO : Epoch 1712 | loss: 0.031174 | val_loss: 0.0311761 | Time: 3314.59 ms [2022-04-11 11:13:24 main:574] : INFO : Epoch 1713 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 3286.67 ms [2022-04-11 11:13:27 main:574] : INFO : Epoch 1714 | loss: 0.0311736 | val_loss: 0.0311792 | Time: 3263.88 ms [2022-04-11 11:13:30 main:574] : INFO : Epoch 1715 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 3253.23 ms [2022-04-11 11:13:34 main:574] : INFO : Epoch 1716 | loss: 0.0311718 | val_loss: 0.0311765 | Time: 3226.85 ms [2022-04-11 11:13:37 main:574] : INFO : Epoch 1717 | loss: 0.031171 | val_loss: 0.0311779 | Time: 3349.38 ms [2022-04-11 11:13:40 main:574] : INFO : Epoch 1718 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 3332.57 ms [2022-04-11 11:13:44 main:574] : INFO : Epoch 1719 | loss: 0.03117 | val_loss: 0.031177 | Time: 3280.48 ms [2022-04-11 11:13:47 main:574] : INFO : Epoch 1720 | loss: 0.0311708 | val_loss: 0.0311819 | Time: 3361.27 ms [2022-04-11 11:13:50 main:574] : INFO : Epoch 1721 | loss: 0.0311716 | val_loss: 0.03118 | Time: 3345.36 ms [2022-04-11 11:13:54 main:574] : INFO : Epoch 1722 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 3322.22 ms [2022-04-11 11:13:57 main:574] : INFO : Epoch 1723 | loss: 0.03117 | val_loss: 0.0311767 | Time: 3296.6 ms [2022-04-11 11:14:00 main:574] : INFO : Epoch 1724 | loss: 0.0311706 | val_loss: 0.0311809 | Time: 3304.44 ms [2022-04-11 11:14:04 main:574] : INFO : Epoch 1725 | loss: 0.0311722 | val_loss: 0.0311781 | Time: 3314.75 ms [2022-04-11 11:14:07 main:574] : INFO : Epoch 1726 | loss: 0.0311691 | val_loss: 0.0311764 | Time: 3294.74 ms [2022-04-11 11:14:10 main:574] : INFO : Epoch 1727 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 3300.51 ms [2022-04-11 11:14:13 main:574] : INFO : Epoch 1728 | loss: 0.0311712 | val_loss: 0.0311769 | Time: 3209.14 ms [2022-04-11 11:14:17 main:574] : INFO : Epoch 1729 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 3264.7 ms [2022-04-11 11:14:20 main:574] : INFO : Epoch 1730 | loss: 0.0311716 | val_loss: 0.0311768 | Time: 3295.34 ms [2022-04-11 11:14:23 main:574] : INFO : Epoch 1731 | loss: 0.0311729 | val_loss: 0.0311851 | Time: 3335.09 ms [2022-04-11 11:14:27 main:574] : INFO : Epoch 1732 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 3303.56 ms [2022-04-11 11:14:30 main:574] : INFO : Epoch 1733 | loss: 0.0311743 | val_loss: 0.0311753 | Time: 3295.6 ms [2022-04-11 11:14:33 main:574] : INFO : Epoch 1734 | loss: 0.0311723 | val_loss: 0.0311754 | Time: 3317.62 ms [2022-04-11 11:14:37 main:574] : INFO : Epoch 1735 | loss: 0.0311706 | val_loss: 0.0311753 | Time: 3297.49 ms [2022-04-11 11:14:40 main:574] : INFO : Epoch 1736 | loss: 0.0311705 | val_loss: 0.031176 | Time: 3304.27 ms [2022-04-11 11:14:43 main:574] : INFO : Epoch 1737 | loss: 0.0311707 | val_loss: 0.0311785 | Time: 3310.23 ms [2022-04-11 11:14:46 main:574] : INFO : Epoch 1738 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 3251.82 ms [2022-04-11 11:14:50 main:574] : INFO : Epoch 1739 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 3239.64 ms [2022-04-11 11:14:53 main:574] : INFO : Epoch 1740 | loss: 0.0311713 | val_loss: 0.0311764 | Time: 3251.2 ms [2022-04-11 11:14:56 main:574] : INFO : Epoch 1741 | loss: 0.0311748 | val_loss: 0.0311773 | Time: 3230.99 ms [2022-04-11 11:14:59 main:574] : INFO : Epoch 1742 | loss: 0.0311742 | val_loss: 0.0311768 | Time: 3230.02 ms [2022-04-11 11:15:03 main:574] : INFO : Epoch 1743 | loss: 0.0311739 | val_loss: 0.0311763 | Time: 3228.5 ms [2022-04-11 11:15:06 main:574] : INFO : Epoch 1744 | loss: 0.031177 | val_loss: 0.0311764 | Time: 3233.4 ms [2022-04-11 11:15:09 main:574] : INFO : Epoch 1745 | loss: 0.0311742 | val_loss: 0.0311758 | Time: 3231.05 ms [2022-04-11 11:15:12 main:574] : INFO : Epoch 1746 | loss: 0.0311733 | val_loss: 0.0311767 | Time: 3255.53 ms [2022-04-11 11:15:16 main:574] : INFO : Epoch 1747 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 3291.61 ms [2022-04-11 11:15:19 main:574] : INFO : Epoch 1748 | loss: 0.0311743 | val_loss: 0.0311762 | Time: 3256.85 ms [2022-04-11 11:15:22 main:574] : INFO : Epoch 1749 | loss: 0.031174 | val_loss: 0.0311778 | Time: 3264.43 ms [2022-04-11 11:15:26 main:574] : INFO : Epoch 1750 | loss: 0.0311716 | val_loss: 0.0311772 | Time: 3246.4 ms [2022-04-11 11:15:29 main:574] : INFO : Epoch 1751 | loss: 0.0311719 | val_loss: 0.0311789 | Time: 3245.45 ms [2022-04-11 11:15:32 main:574] : INFO : Epoch 1752 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 3247.11 ms [2022-04-11 11:15:35 main:574] : INFO : Epoch 1753 | loss: 0.0311711 | val_loss: 0.031177 | Time: 3249.81 ms [2022-04-11 11:15:39 main:574] : INFO : Epoch 1754 | loss: 0.0311704 | val_loss: 0.0311769 | Time: 3264.57 ms [2022-04-11 11:15:42 main:574] : INFO : Epoch 1755 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 3302.62 ms [2022-04-11 11:15:45 main:574] : INFO : Epoch 1756 | loss: 0.0311721 | val_loss: 0.031177 | Time: 3282.41 ms [2022-04-11 11:15:49 main:574] : INFO : Epoch 1757 | loss: 0.0311723 | val_loss: 0.0311785 | Time: 3426.65 ms [2022-04-11 11:15:52 main:574] : INFO : Epoch 1758 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 3776.19 ms [2022-04-11 11:15:56 main:574] : INFO : Epoch 1759 | loss: 0.031175 | val_loss: 0.0311756 | Time: 3597.11 ms [2022-04-11 11:15:59 main:574] : INFO : Epoch 1760 | loss: 0.0311743 | val_loss: 0.0311753 | Time: 3314.59 ms [2022-04-11 11:16:03 main:574] : INFO : Epoch 1761 | loss: 0.0311757 | val_loss: 0.0311771 | Time: 3295.19 ms [2022-04-11 11:16:06 main:574] : INFO : Epoch 1762 | loss: 0.0311757 | val_loss: 0.0311765 | Time: 3258.02 ms [2022-04-11 11:16:09 main:574] : INFO : Epoch 1763 | loss: 0.0311774 | val_loss: 0.0311754 | Time: 3295.85 ms [2022-04-11 11:16:13 main:574] : INFO : Epoch 1764 | loss: 0.031177 | val_loss: 0.0311748 | Time: 3253.73 ms [2022-04-11 11:16:16 main:574] : INFO : Epoch 1765 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 3319.29 ms [2022-04-11 11:16:19 main:574] : INFO : Epoch 1766 | loss: 0.0311774 | val_loss: 0.0311797 | Time: 3347.28 ms [2022-04-11 11:16:23 main:574] : INFO : Epoch 1767 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 3314.82 ms [2022-04-11 11:16:26 main:574] : INFO : Epoch 1768 | loss: 0.031176 | val_loss: 0.0311759 | Time: 3325.06 ms [2022-04-11 11:16:29 main:574] : INFO : Epoch 1769 | loss: 0.0311738 | val_loss: 0.0311757 | Time: 3331.9 ms [2022-04-11 11:16:32 main:574] : INFO : Epoch 1770 | loss: 0.0311735 | val_loss: 0.0311812 | Time: 3243.84 ms [2022-04-11 11:16:36 main:574] : INFO : Epoch 1771 | loss: 0.0311779 | val_loss: 0.0311794 | Time: 3255.94 ms [2022-04-11 11:16:39 main:574] : INFO : Epoch 1772 | loss: 0.0311747 | val_loss: 0.0311798 | Time: 3340.13 ms [2022-04-11 11:16:42 main:574] : INFO : Epoch 1773 | loss: 0.0311728 | val_loss: 0.0311766 | Time: 3340.27 ms [2022-04-11 11:16:46 main:574] : INFO : Epoch 1774 | loss: 0.0311725 | val_loss: 0.0311804 | Time: 3310.69 ms [2022-04-11 11:16:49 main:574] : INFO : Epoch 1775 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 3277.78 ms [2022-04-11 11:16:52 main:574] : INFO : Epoch 1776 | loss: 0.0311729 | val_loss: 0.031177 | Time: 3260.46 ms [2022-04-11 11:16:56 main:574] : INFO : Epoch 1777 | loss: 0.0311725 | val_loss: 0.0311787 | Time: 3251.14 ms [2022-04-11 11:16:59 main:574] : INFO : Epoch 1778 | loss: 0.0311715 | val_loss: 0.0311794 | Time: 3253 ms [2022-04-11 11:17:02 main:574] : INFO : Epoch 1779 | loss: 0.0311717 | val_loss: 0.0311781 | Time: 3289.12 ms [2022-04-11 11:17:05 main:574] : INFO : Epoch 1780 | loss: 0.0311716 | val_loss: 0.0311817 | Time: 3353.56 ms [2022-04-11 11:17:09 main:574] : INFO : Epoch 1781 | loss: 0.0311709 | val_loss: 0.031179 | Time: 3342.09 ms [2022-04-11 11:17:12 main:574] : INFO : Epoch 1782 | loss: 0.0311697 | val_loss: 0.0311792 | Time: 3259.7 ms [2022-04-11 11:17:15 main:574] : INFO : Epoch 1783 | loss: 0.0311693 | val_loss: 0.0311789 | Time: 3349.71 ms [2022-04-11 11:17:19 main:574] : INFO : Epoch 1784 | loss: 0.031169 | val_loss: 0.0311832 | Time: 3331.02 ms [2022-04-11 11:17:22 main:574] : INFO : Epoch 1785 | loss: 0.0311696 | val_loss: 0.0311804 | Time: 3296.39 ms [2022-04-11 11:17:25 main:574] : INFO : Epoch 1786 | loss: 0.0311699 | val_loss: 0.0311756 | Time: 3294.99 ms [2022-04-11 11:17:29 main:574] : INFO : Epoch 1787 | loss: 0.03117 | val_loss: 0.0311763 | Time: 3260.24 ms [2022-04-11 11:17:32 main:574] : INFO : Epoch 1788 | loss: 0.0311697 | val_loss: 0.0311768 | Time: 3257.84 ms [2022-04-11 11:17:35 main:574] : INFO : Epoch 1789 | loss: 0.0311695 | val_loss: 0.0311779 | Time: 3249.1 ms [2022-04-11 11:17:38 main:574] : INFO : Epoch 1790 | loss: 0.0311688 | val_loss: 0.0311781 | Time: 3285.23 ms [2022-04-11 11:17:42 main:574] : INFO : Epoch 1791 | loss: 0.0311697 | val_loss: 0.0311759 | Time: 3283.93 ms [2022-04-11 11:17:45 main:574] : INFO : Epoch 1792 | loss: 0.0311688 | val_loss: 0.0311794 | Time: 3383.84 ms [2022-04-11 11:17:48 main:574] : INFO : Epoch 1793 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 3336.92 ms [2022-04-11 11:17:52 main:574] : INFO : Epoch 1794 | loss: 0.0311698 | val_loss: 0.0311785 | Time: 3425.12 ms [2022-04-11 11:17:55 main:574] : INFO : Epoch 1795 | loss: 0.0311727 | val_loss: 0.0311819 | Time: 3281.85 ms [2022-04-11 11:17:59 main:574] : INFO : Epoch 1796 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 3336.47 ms [2022-04-11 11:18:02 main:574] : INFO : Epoch 1797 | loss: 0.0311704 | val_loss: 0.0311769 | Time: 3254.95 ms [2022-04-11 11:18:05 main:574] : INFO : Epoch 1798 | loss: 0.0311689 | val_loss: 0.0311775 | Time: 3262.38 ms [2022-04-11 11:18:08 main:574] : INFO : Epoch 1799 | loss: 0.0311686 | val_loss: 0.0311793 | Time: 3387.57 ms [2022-04-11 11:18:12 main:574] : INFO : Epoch 1800 | loss: 0.0311693 | val_loss: 0.0311794 | Time: 3355.18 ms [2022-04-11 11:18:15 main:574] : INFO : Epoch 1801 | loss: 0.0311693 | val_loss: 0.0311815 | Time: 3320.45 ms [2022-04-11 11:18:19 main:574] : INFO : Epoch 1802 | loss: 0.031174 | val_loss: 0.03118 | Time: 3328.02 ms [2022-04-11 11:18:22 main:574] : INFO : Epoch 1803 | loss: 0.0311766 | val_loss: 0.0311778 | Time: 3256.96 ms [2022-04-11 11:18:25 main:574] : INFO : Epoch 1804 | loss: 0.0311736 | val_loss: 0.0311776 | Time: 3312.4 ms [2022-04-11 11:18:28 main:574] : INFO : Epoch 1805 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 3310.24 ms [2022-04-11 11:18:32 main:574] : INFO : Epoch 1806 | loss: 0.031172 | val_loss: 0.0311781 | Time: 3265.08 ms [2022-04-11 11:18:35 main:574] : INFO : Epoch 1807 | loss: 0.0311715 | val_loss: 0.031178 | Time: 3274.76 ms [2022-04-11 11:18:38 main:574] : INFO : Epoch 1808 | loss: 0.0311731 | val_loss: 0.0311796 | Time: 3435.85 ms [2022-04-11 11:18:42 main:574] : INFO : Epoch 1809 | loss: 0.0311724 | val_loss: 0.0311783 | Time: 3273.06 ms [2022-04-11 11:18:45 main:574] : INFO : Epoch 1810 | loss: 0.0311724 | val_loss: 0.0311782 | Time: 3281.71 ms [2022-04-11 11:18:48 main:574] : INFO : Epoch 1811 | loss: 0.0311842 | val_loss: 0.0311963 | Time: 3283.62 ms [2022-04-11 11:18:52 main:574] : INFO : Epoch 1812 | loss: 0.0311902 | val_loss: 0.0311886 | Time: 3291.16 ms [2022-04-11 11:18:55 main:574] : INFO : Epoch 1813 | loss: 0.031188 | val_loss: 0.031192 | Time: 3338.87 ms [2022-04-11 11:18:58 main:574] : INFO : Epoch 1814 | loss: 0.0311846 | val_loss: 0.0311882 | Time: 3328.65 ms [2022-04-11 11:19:02 main:574] : INFO : Epoch 1815 | loss: 0.031185 | val_loss: 0.0311852 | Time: 3347.73 ms [2022-04-11 11:19:05 main:574] : INFO : Epoch 1816 | loss: 0.0311842 | val_loss: 0.0311887 | Time: 3228.47 ms [2022-04-11 11:19:08 main:574] : INFO : Epoch 1817 | loss: 0.0311834 | val_loss: 0.0311856 | Time: 3285.53 ms [2022-04-11 11:19:12 main:574] : INFO : Epoch 1818 | loss: 0.0311833 | val_loss: 0.0311865 | Time: 3322.99 ms [2022-04-11 11:19:15 main:574] : INFO : Epoch 1819 | loss: 0.0311835 | val_loss: 0.0311848 | Time: 3304.69 ms [2022-04-11 11:19:18 main:574] : INFO : Epoch 1820 | loss: 0.0311821 | val_loss: 0.031187 | Time: 3297.42 ms [2022-04-11 11:19:21 main:574] : INFO : Epoch 1821 | loss: 0.0311825 | val_loss: 0.0311856 | Time: 3319.91 ms [2022-04-11 11:19:25 main:574] : INFO : Epoch 1822 | loss: 0.0311821 | val_loss: 0.0311851 | Time: 3295.96 ms [2022-04-11 11:19:28 main:574] : INFO : Epoch 1823 | loss: 0.0311839 | val_loss: 0.0311955 | Time: 3247.68 ms [2022-04-11 11:19:31 main:574] : INFO : Epoch 1824 | loss: 0.0311843 | val_loss: 0.0311862 | Time: 3262.1 ms [2022-04-11 11:19:35 main:574] : INFO : Epoch 1825 | loss: 0.0311816 | val_loss: 0.031186 | Time: 3263.61 ms [2022-04-11 11:19:38 main:574] : INFO : Epoch 1826 | loss: 0.0311813 | val_loss: 0.0311849 | Time: 3287.19 ms [2022-04-11 11:19:41 main:574] : INFO : Epoch 1827 | loss: 0.0311812 | val_loss: 0.0311853 | Time: 3267.34 ms [2022-04-11 11:19:45 main:574] : INFO : Epoch 1828 | loss: 0.0311801 | val_loss: 0.0311855 | Time: 3369.29 ms [2022-04-11 11:19:48 main:574] : INFO : Epoch 1829 | loss: 0.0311821 | val_loss: 0.0311941 | Time: 3331.84 ms [2022-04-11 11:19:51 main:574] : INFO : Epoch 1830 | loss: 0.0311848 | val_loss: 0.0311876 | Time: 3345.89 ms [2022-04-11 11:19:55 main:574] : INFO : Epoch 1831 | loss: 0.0311827 | val_loss: 0.0311892 | Time: 3350.98 ms [2022-04-11 11:19:58 main:574] : INFO : Epoch 1832 | loss: 0.0311809 | val_loss: 0.0311867 | Time: 3339.54 ms [2022-04-11 11:20:01 main:574] : INFO : Epoch 1833 | loss: 0.0311802 | val_loss: 0.0311855 | Time: 3282.79 ms [2022-04-11 11:20:04 main:574] : INFO : Epoch 1834 | loss: 0.0311794 | val_loss: 0.0311849 | Time: 3243.97 ms [2022-04-11 11:20:08 main:574] : INFO : Epoch 1835 | loss: 0.0311796 | val_loss: 0.0311858 | Time: 3320.29 ms [2022-04-11 11:20:11 main:574] : INFO : Epoch 1836 | loss: 0.0311788 | val_loss: 0.031184 | Time: 3263.78 ms [2022-04-11 11:20:14 main:574] : INFO : Epoch 1837 | loss: 0.0311799 | val_loss: 0.0311842 | Time: 3266.84 ms [2022-04-11 11:20:18 main:574] : INFO : Epoch 1838 | loss: 0.0311813 | val_loss: 0.0311843 | Time: 3283.35 ms [2022-04-11 11:20:21 main:574] : INFO : Epoch 1839 | loss: 0.0311814 | val_loss: 0.0311848 | Time: 3256.98 ms [2022-04-11 11:20:24 main:574] : INFO : Epoch 1840 | loss: 0.0311808 | val_loss: 0.031185 | Time: 3272.51 ms [2022-04-11 11:20:27 main:574] : INFO : Epoch 1841 | loss: 0.0311786 | val_loss: 0.0311841 | Time: 3258.91 ms [2022-04-11 11:20:31 main:574] : INFO : Epoch 1842 | loss: 0.031178 | val_loss: 0.0311859 | Time: 3251.03 ms [2022-04-11 11:20:34 main:574] : INFO : Epoch 1843 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 3241.75 ms [2022-04-11 11:20:37 main:574] : INFO : Epoch 1844 | loss: 0.031177 | val_loss: 0.0311832 | Time: 3287.12 ms [2022-04-11 11:20:41 main:574] : INFO : Epoch 1845 | loss: 0.0311771 | val_loss: 0.0311848 | Time: 3253.08 ms [2022-04-11 11:20:44 main:574] : INFO : Epoch 1846 | loss: 0.0311763 | val_loss: 0.0311865 | Time: 3249.12 ms [2022-04-11 11:20:47 main:574] : INFO : Epoch 1847 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 3294.41 ms [2022-04-11 11:20:50 main:574] : INFO : Epoch 1848 | loss: 0.0311766 | val_loss: 0.0311825 | Time: 3267.09 ms [2022-04-11 11:20:54 main:574] : INFO : Epoch 1849 | loss: 0.0311766 | val_loss: 0.0311823 | Time: 3266.72 ms [2022-04-11 11:20:57 main:574] : INFO : Epoch 1850 | loss: 0.0311764 | val_loss: 0.0311814 | Time: 3271.63 ms [2022-04-11 11:21:00 main:574] : INFO : Epoch 1851 | loss: 0.031177 | val_loss: 0.0311828 | Time: 3278.84 ms [2022-04-11 11:21:03 main:574] : INFO : Epoch 1852 | loss: 0.0311813 | val_loss: 0.0311893 | Time: 3267.65 ms [2022-04-11 11:21:07 main:574] : INFO : Epoch 1853 | loss: 0.0311802 | val_loss: 0.0311819 | Time: 3271.78 ms [2022-04-11 11:21:10 main:574] : INFO : Epoch 1854 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 3272.03 ms [2022-04-11 11:21:13 main:574] : INFO : Epoch 1855 | loss: 0.0311764 | val_loss: 0.0311829 | Time: 3283.51 ms [2022-04-11 11:21:17 main:574] : INFO : Epoch 1856 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 3323.43 ms [2022-04-11 11:21:20 main:574] : INFO : Epoch 1857 | loss: 0.0311791 | val_loss: 0.0311832 | Time: 3281.59 ms [2022-04-11 11:21:23 main:574] : INFO : Epoch 1858 | loss: 0.0311799 | val_loss: 0.0311832 | Time: 3271.92 ms [2022-04-11 11:21:27 main:574] : INFO : Epoch 1859 | loss: 0.0311811 | val_loss: 0.0311845 | Time: 3291.45 ms [2022-04-11 11:21:30 main:574] : INFO : Epoch 1860 | loss: 0.0311802 | val_loss: 0.0311829 | Time: 3292.48 ms [2022-04-11 11:21:33 main:574] : INFO : Epoch 1861 | loss: 0.03118 | val_loss: 0.0311836 | Time: 3274.16 ms [2022-04-11 11:21:36 main:574] : INFO : Epoch 1862 | loss: 0.0311804 | val_loss: 0.0311828 | Time: 3293.11 ms [2022-04-11 11:21:40 main:574] : INFO : Epoch 1863 | loss: 0.0311807 | val_loss: 0.0311843 | Time: 3261.44 ms [2022-04-11 11:21:43 main:574] : INFO : Epoch 1864 | loss: 0.0311818 | val_loss: 0.0311855 | Time: 3331.08 ms [2022-04-11 11:21:46 main:574] : INFO : Epoch 1865 | loss: 0.0311825 | val_loss: 0.0311825 | Time: 3327.91 ms [2022-04-11 11:21:50 main:574] : INFO : Epoch 1866 | loss: 0.0311823 | val_loss: 0.031185 | Time: 3258.65 ms [2022-04-11 11:21:53 main:574] : INFO : Epoch 1867 | loss: 0.0311824 | val_loss: 0.0311819 | Time: 3264.87 ms [2022-04-11 11:21:56 main:574] : INFO : Epoch 1868 | loss: 0.0311808 | val_loss: 0.0311818 | Time: 3297.68 ms [2022-04-11 11:22:00 main:574] : INFO : Epoch 1869 | loss: 0.0311811 | val_loss: 0.0311809 | Time: 3342.19 ms [2022-04-11 11:22:03 main:574] : INFO : Epoch 1870 | loss: 0.0311797 | val_loss: 0.0311814 | Time: 3281.99 ms [2022-04-11 11:22:06 main:574] : INFO : Epoch 1871 | loss: 0.0311792 | val_loss: 0.0311794 | Time: 3269.54 ms [2022-04-11 11:22:09 main:574] : INFO : Epoch 1872 | loss: 0.0311795 | val_loss: 0.0311794 | Time: 3284.61 ms [2022-04-11 11:22:13 main:574] : INFO : Epoch 1873 | loss: 0.0311792 | val_loss: 0.0311776 | Time: 3239.87 ms [2022-04-11 11:22:16 main:574] : INFO : Epoch 1874 | loss: 0.0311779 | val_loss: 0.0311765 | Time: 3265.08 ms [2022-04-11 11:22:19 main:574] : INFO : Epoch 1875 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 3270.86 ms [2022-04-11 11:22:23 main:574] : INFO : Epoch 1876 | loss: 0.0311788 | val_loss: 0.0311813 | Time: 3263.06 ms [2022-04-11 11:22:26 main:574] : INFO : Epoch 1877 | loss: 0.0311764 | val_loss: 0.0311777 | Time: 3263.11 ms [2022-04-11 11:22:29 main:574] : INFO : Epoch 1878 | loss: 0.0311752 | val_loss: 0.0311782 | Time: 3274.26 ms [2022-04-11 11:22:32 main:574] : INFO : Epoch 1879 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 3257.2 ms [2022-04-11 11:22:36 main:574] : INFO : Epoch 1880 | loss: 0.0311753 | val_loss: 0.0311766 | Time: 3268.14 ms [2022-04-11 11:22:39 main:574] : INFO : Epoch 1881 | loss: 0.0311762 | val_loss: 0.031184 | Time: 3352.87 ms [2022-04-11 11:22:42 main:574] : INFO : Epoch 1882 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 3300.43 ms [2022-04-11 11:22:46 main:574] : INFO : Epoch 1883 | loss: 0.0311767 | val_loss: 0.0311774 | Time: 3260.74 ms [2022-04-11 11:22:49 main:574] : INFO : Epoch 1884 | loss: 0.0311765 | val_loss: 0.0311779 | Time: 3270.09 ms [2022-04-11 11:22:52 main:574] : INFO : Epoch 1885 | loss: 0.0311755 | val_loss: 0.0311772 | Time: 3292.61 ms [2022-04-11 11:22:56 main:574] : INFO : Epoch 1886 | loss: 0.0311776 | val_loss: 0.0311777 | Time: 3343.47 ms [2022-04-11 11:22:59 main:574] : INFO : Epoch 1887 | loss: 0.0311772 | val_loss: 0.0311773 | Time: 3334.4 ms [2022-04-11 11:23:02 main:574] : INFO : Epoch 1888 | loss: 0.0311775 | val_loss: 0.0311777 | Time: 3248.8 ms [2022-04-11 11:23:05 main:574] : INFO : Epoch 1889 | loss: 0.0311795 | val_loss: 0.0311804 | Time: 3354.24 ms [2022-04-11 11:23:09 main:574] : INFO : Epoch 1890 | loss: 0.031181 | val_loss: 0.0311808 | Time: 3310.05 ms [2022-04-11 11:23:12 main:574] : INFO : Epoch 1891 | loss: 0.0311806 | val_loss: 0.0311837 | Time: 3244.9 ms [2022-04-11 11:23:15 main:574] : INFO : Epoch 1892 | loss: 0.0311799 | val_loss: 0.0311798 | Time: 3326.21 ms [2022-04-11 11:23:19 main:574] : INFO : Epoch 1893 | loss: 0.0311798 | val_loss: 0.0311795 | Time: 3349.9 ms [2022-04-11 11:23:22 main:574] : INFO : Epoch 1894 | loss: 0.0311803 | val_loss: 0.0311801 | Time: 3276.06 ms [2022-04-11 11:23:25 main:574] : INFO : Epoch 1895 | loss: 0.0311782 | val_loss: 0.0311785 | Time: 3265.02 ms [2022-04-11 11:23:29 main:574] : INFO : Epoch 1896 | loss: 0.0311773 | val_loss: 0.0311787 | Time: 3302 ms [2022-04-11 11:23:32 main:574] : INFO : Epoch 1897 | loss: 0.0311776 | val_loss: 0.0311785 | Time: 3271.52 ms [2022-04-11 11:23:35 main:574] : INFO : Epoch 1898 | loss: 0.0311849 | val_loss: 0.0311893 | Time: 3333.89 ms [2022-04-11 11:23:39 main:574] : INFO : Epoch 1899 | loss: 0.0311825 | val_loss: 0.0311929 | Time: 3350.41 ms [2022-04-11 11:23:42 main:574] : INFO : Epoch 1900 | loss: 0.0311846 | val_loss: 0.0311819 | Time: 3319.63 ms [2022-04-11 11:23:45 main:574] : INFO : Epoch 1901 | loss: 0.0311799 | val_loss: 0.0311809 | Time: 3312.34 ms [2022-04-11 11:23:49 main:574] : INFO : Epoch 1902 | loss: 0.0311771 | val_loss: 0.0311792 | Time: 3293.93 ms [2022-04-11 11:23:52 main:574] : INFO : Epoch 1903 | loss: 0.0311772 | val_loss: 0.031179 | Time: 3251.13 ms [2022-04-11 11:23:55 main:574] : INFO : Epoch 1904 | loss: 0.0311762 | val_loss: 0.0311782 | Time: 3273.98 ms [2022-04-11 11:23:58 main:574] : INFO : Epoch 1905 | loss: 0.0311778 | val_loss: 0.0311786 | Time: 3250.85 ms [2022-04-11 11:24:02 main:574] : INFO : Epoch 1906 | loss: 0.0311765 | val_loss: 0.0311784 | Time: 3303.3 ms [2022-04-11 11:24:05 main:574] : INFO : Epoch 1907 | loss: 0.0311779 | val_loss: 0.0311829 | Time: 3255.93 ms [2022-04-11 11:24:08 main:574] : INFO : Epoch 1908 | loss: 0.0311761 | val_loss: 0.0311848 | Time: 3237.34 ms [2022-04-11 11:24:12 main:574] : INFO : Epoch 1909 | loss: 0.0311784 | val_loss: 0.0311804 | Time: 3307.44 ms [2022-04-11 11:24:15 main:574] : INFO : Epoch 1910 | loss: 0.0311752 | val_loss: 0.0311831 | Time: 3332.19 ms [2022-04-11 11:24:18 main:574] : INFO : Epoch 1911 | loss: 0.0311754 | val_loss: 0.0311787 | Time: 3338.42 ms [2022-04-11 11:24:21 main:574] : INFO : Epoch 1912 | loss: 0.0311764 | val_loss: 0.0311827 | Time: 3234.6 ms [2022-04-11 11:24:25 main:574] : INFO : Epoch 1913 | loss: 0.0311758 | val_loss: 0.0311885 | Time: 3268.03 ms [2022-04-11 11:24:28 main:574] : INFO : Epoch 1914 | loss: 0.0311863 | val_loss: 0.0311894 | Time: 3276.39 ms [2022-04-11 11:24:31 main:574] : INFO : Epoch 1915 | loss: 0.0311832 | val_loss: 0.0311855 | Time: 3247.29 ms [2022-04-11 11:24:35 main:574] : INFO : Epoch 1916 | loss: 0.03118 | val_loss: 0.0311836 | Time: 3287.66 ms [2022-04-11 11:24:38 main:574] : INFO : Epoch 1917 | loss: 0.0311798 | val_loss: 0.0311803 | Time: 3317.8 ms [2022-04-11 11:24:41 main:574] : INFO : Epoch 1918 | loss: 0.0311791 | val_loss: 0.0311794 | Time: 3266.43 ms [2022-04-11 11:24:44 main:574] : INFO : Epoch 1919 | loss: 0.0311779 | val_loss: 0.0311803 | Time: 3282.7 ms [2022-04-11 11:24:48 main:574] : INFO : Epoch 1920 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 3287.39 ms [2022-04-11 11:24:51 main:574] : INFO : Epoch 1921 | loss: 0.0311776 | val_loss: 0.0311813 | Time: 3263.43 ms [2022-04-11 11:24:54 main:574] : INFO : Epoch 1922 | loss: 0.0311774 | val_loss: 0.0311798 | Time: 3296.05 ms [2022-04-11 11:24:58 main:574] : INFO : Epoch 1923 | loss: 0.0311813 | val_loss: 0.0311814 | Time: 3263.36 ms [2022-04-11 11:25:01 main:574] : INFO : Epoch 1924 | loss: 0.03118 | val_loss: 0.031185 | Time: 3283.83 ms [2022-04-11 11:25:04 main:574] : INFO : Epoch 1925 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 3264.85 ms [2022-04-11 11:25:07 main:574] : INFO : Epoch 1926 | loss: 0.0311797 | val_loss: 0.0311835 | Time: 3261.72 ms [2022-04-11 11:25:11 main:574] : INFO : Epoch 1927 | loss: 0.0311773 | val_loss: 0.0311813 | Time: 3276.48 ms [2022-04-11 11:25:14 main:574] : INFO : Epoch 1928 | loss: 0.0311773 | val_loss: 0.0311826 | Time: 3304.29 ms [2022-04-11 11:25:17 main:574] : INFO : Epoch 1929 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 3276.89 ms [2022-04-11 11:25:21 main:574] : INFO : Epoch 1930 | loss: 0.0311787 | val_loss: 0.0311834 | Time: 3268.06 ms [2022-04-11 11:25:24 main:574] : INFO : Epoch 1931 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 3256.03 ms [2022-04-11 11:25:27 main:574] : INFO : Epoch 1932 | loss: 0.0311773 | val_loss: 0.0311828 | Time: 3258.39 ms [2022-04-11 11:25:30 main:574] : INFO : Epoch 1933 | loss: 0.0311828 | val_loss: 0.0311828 | Time: 3293.67 ms [2022-04-11 11:25:34 main:574] : INFO : Epoch 1934 | loss: 0.031178 | val_loss: 0.0311812 | Time: 3347.94 ms [2022-04-11 11:25:37 main:574] : INFO : Epoch 1935 | loss: 0.0311776 | val_loss: 0.0311812 | Time: 3251.93 ms [2022-04-11 11:25:40 main:574] : INFO : Epoch 1936 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 3387.98 ms [2022-04-11 11:25:44 main:574] : INFO : Epoch 1937 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 3473.82 ms [2022-04-11 11:25:47 main:574] : INFO : Epoch 1938 | loss: 0.0311744 | val_loss: 0.0311795 | Time: 3332.72 ms [2022-04-11 11:25:51 main:574] : INFO : Epoch 1939 | loss: 0.031174 | val_loss: 0.0311793 | Time: 3646.35 ms [2022-04-11 11:25:55 main:574] : INFO : Epoch 1940 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 3715.26 ms [2022-04-11 11:25:58 main:574] : INFO : Epoch 1941 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 3434.31 ms [2022-04-11 11:26:01 main:574] : INFO : Epoch 1942 | loss: 0.0311727 | val_loss: 0.0311784 | Time: 3297.14 ms [2022-04-11 11:26:05 main:574] : INFO : Epoch 1943 | loss: 0.0311768 | val_loss: 0.0311785 | Time: 3278.86 ms [2022-04-11 11:26:08 main:574] : INFO : Epoch 1944 | loss: 0.0311732 | val_loss: 0.0311823 | Time: 3260.33 ms [2022-04-11 11:26:11 main:574] : INFO : Epoch 1945 | loss: 0.0311742 | val_loss: 0.0311784 | Time: 3311.98 ms [2022-04-11 11:26:15 main:574] : INFO : Epoch 1946 | loss: 0.0311736 | val_loss: 0.0311863 | Time: 3311.59 ms [2022-04-11 11:26:18 main:574] : INFO : Epoch 1947 | loss: 0.0311735 | val_loss: 0.0311789 | Time: 3368.08 ms [2022-04-11 11:26:21 main:574] : INFO : Epoch 1948 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 3375.5 ms [2022-04-11 11:26:25 main:574] : INFO : Epoch 1949 | loss: 0.0311713 | val_loss: 0.03118 | Time: 3388.78 ms [2022-04-11 11:26:28 main:574] : INFO : Epoch 1950 | loss: 0.0311709 | val_loss: 0.0311776 | Time: 3296.33 ms [2022-04-11 11:26:31 main:574] : INFO : Epoch 1951 | loss: 0.0311719 | val_loss: 0.0311775 | Time: 3337.39 ms [2022-04-11 11:26:35 main:574] : INFO : Epoch 1952 | loss: 0.0311705 | val_loss: 0.0311779 | Time: 3268.65 ms [2022-04-11 11:26:38 main:574] : INFO : Epoch 1953 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 3283.43 ms [2022-04-11 11:26:41 main:574] : INFO : Epoch 1954 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 3320.16 ms [2022-04-11 11:26:45 main:574] : INFO : Epoch 1955 | loss: 0.0311736 | val_loss: 0.031178 | Time: 3283.76 ms [2022-04-11 11:26:48 main:574] : INFO : Epoch 1956 | loss: 0.0311721 | val_loss: 0.0311814 | Time: 3237.6 ms [2022-04-11 11:26:51 main:574] : INFO : Epoch 1957 | loss: 0.0311713 | val_loss: 0.03118 | Time: 3322.57 ms [2022-04-11 11:26:55 main:574] : INFO : Epoch 1958 | loss: 0.0311724 | val_loss: 0.0311827 | Time: 3426.31 ms [2022-04-11 11:26:58 main:574] : INFO : Epoch 1959 | loss: 0.0311717 | val_loss: 0.0311783 | Time: 3283.87 ms [2022-04-11 11:27:01 main:574] : INFO : Epoch 1960 | loss: 0.0311718 | val_loss: 0.0311822 | Time: 3297.63 ms [2022-04-11 11:27:05 main:574] : INFO : Epoch 1961 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 3323.36 ms [2022-04-11 11:27:08 main:574] : INFO : Epoch 1962 | loss: 0.0311716 | val_loss: 0.0311788 | Time: 3339.38 ms [2022-04-11 11:27:11 main:574] : INFO : Epoch 1963 | loss: 0.0311714 | val_loss: 0.0311784 | Time: 3271.21 ms [2022-04-11 11:27:15 main:574] : INFO : Epoch 1964 | loss: 0.0311726 | val_loss: 0.031178 | Time: 3300.37 ms [2022-04-11 11:27:18 main:574] : INFO : Epoch 1965 | loss: 0.0311715 | val_loss: 0.0311795 | Time: 3365.52 ms [2022-04-11 11:27:21 main:574] : INFO : Epoch 1966 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 3326.5 ms [2022-04-11 11:27:25 main:574] : INFO : Epoch 1967 | loss: 0.0311712 | val_loss: 0.0311782 | Time: 3342.28 ms [2022-04-11 11:27:28 main:574] : INFO : Epoch 1968 | loss: 0.0311727 | val_loss: 0.0311771 | Time: 3334.89 ms [2022-04-11 11:27:31 main:574] : INFO : Epoch 1969 | loss: 0.0311707 | val_loss: 0.0311777 | Time: 3260.21 ms [2022-04-11 11:27:34 main:574] : INFO : Epoch 1970 | loss: 0.0311717 | val_loss: 0.031177 | Time: 3270.01 ms [2022-04-11 11:27:38 main:574] : INFO : Epoch 1971 | loss: 0.0311711 | val_loss: 0.0311795 | Time: 3359.22 ms [2022-04-11 11:27:41 main:574] : INFO : Epoch 1972 | loss: 0.0311725 | val_loss: 0.0311765 | Time: 3246.63 ms [2022-04-11 11:27:44 main:574] : INFO : Epoch 1973 | loss: 0.0311716 | val_loss: 0.0311809 | Time: 3272.89 ms [2022-04-11 11:27:48 main:574] : INFO : Epoch 1974 | loss: 0.0311741 | val_loss: 0.0311771 | Time: 3330.44 ms [2022-04-11 11:27:51 main:574] : INFO : Epoch 1975 | loss: 0.0311738 | val_loss: 0.0311832 | Time: 3368.98 ms [2022-04-11 11:27:54 main:574] : INFO : Epoch 1976 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 3322.74 ms [2022-04-11 11:27:58 main:574] : INFO : Epoch 1977 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 3323.5 ms [2022-04-11 11:28:01 main:574] : INFO : Epoch 1978 | loss: 0.0311738 | val_loss: 0.0311795 | Time: 3335.74 ms [2022-04-11 11:28:04 main:574] : INFO : Epoch 1979 | loss: 0.0311746 | val_loss: 0.031177 | Time: 3242.53 ms [2022-04-11 11:28:08 main:574] : INFO : Epoch 1980 | loss: 0.031175 | val_loss: 0.0311786 | Time: 3259.16 ms [2022-04-11 11:28:11 main:574] : INFO : Epoch 1981 | loss: 0.0311728 | val_loss: 0.0311776 | Time: 3286.56 ms [2022-04-11 11:28:14 main:574] : INFO : Epoch 1982 | loss: 0.0311729 | val_loss: 0.0311783 | Time: 3341.42 ms [2022-04-11 11:28:18 main:574] : INFO : Epoch 1983 | loss: 0.0311732 | val_loss: 0.0311789 | Time: 3339.85 ms [2022-04-11 11:28:21 main:574] : INFO : Epoch 1984 | loss: 0.0311717 | val_loss: 0.031177 | Time: 3327.77 ms [2022-04-11 11:28:24 main:574] : INFO : Epoch 1985 | loss: 0.031172 | val_loss: 0.0311818 | Time: 3312.31 ms [2022-04-11 11:28:28 main:574] : INFO : Epoch 1986 | loss: 0.031174 | val_loss: 0.0311799 | Time: 3248.87 ms [2022-04-11 11:28:31 main:574] : INFO : Epoch 1987 | loss: 0.0311756 | val_loss: 0.0311859 | Time: 3330.86 ms [2022-04-11 11:28:34 main:574] : INFO : Epoch 1988 | loss: 0.0311713 | val_loss: 0.0311758 | Time: 3291.58 ms [2022-04-11 11:28:38 main:574] : INFO : Epoch 1989 | loss: 0.0311734 | val_loss: 0.0311856 | Time: 3380.7 ms [2022-04-11 11:28:41 main:574] : INFO : Epoch 1990 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 3288.34 ms [2022-04-11 11:28:44 main:574] : INFO : Epoch 1991 | loss: 0.0311714 | val_loss: 0.0311781 | Time: 3317.36 ms [2022-04-11 11:28:47 main:574] : INFO : Epoch 1992 | loss: 0.0311711 | val_loss: 0.0311788 | Time: 3334.45 ms [2022-04-11 11:28:51 main:574] : INFO : Epoch 1993 | loss: 0.0311711 | val_loss: 0.0311787 | Time: 3262.63 ms [2022-04-11 11:28:54 main:574] : INFO : Epoch 1994 | loss: 0.031172 | val_loss: 0.0311853 | Time: 3332.45 ms [2022-04-11 11:28:57 main:574] : INFO : Epoch 1995 | loss: 0.0311728 | val_loss: 0.0311804 | Time: 3252.98 ms [2022-04-11 11:29:01 main:574] : INFO : Epoch 1996 | loss: 0.0311716 | val_loss: 0.0311803 | Time: 3269.36 ms [2022-04-11 11:29:04 main:574] : INFO : Epoch 1997 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 3249.63 ms [2022-04-11 11:29:07 main:574] : INFO : Epoch 1998 | loss: 0.0311704 | val_loss: 0.0311789 | Time: 3240.49 ms [2022-04-11 11:29:10 main:574] : INFO : Epoch 1999 | loss: 0.0311703 | val_loss: 0.0311815 | Time: 3243.31 ms [2022-04-11 11:29:14 main:574] : INFO : Epoch 2000 | loss: 0.0311715 | val_loss: 0.0311801 | Time: 3250.48 ms [2022-04-11 11:29:17 main:574] : INFO : Epoch 2001 | loss: 0.0311709 | val_loss: 0.0311779 | Time: 3353.29 ms [2022-04-11 11:29:20 main:574] : INFO : Epoch 2002 | loss: 0.0311688 | val_loss: 0.0311822 | Time: 3342.92 ms [2022-04-11 11:29:24 main:574] : INFO : Epoch 2003 | loss: 0.0311695 | val_loss: 0.0311766 | Time: 3243.06 ms [2022-04-11 11:29:27 main:574] : INFO : Epoch 2004 | loss: 0.0311692 | val_loss: 0.031177 | Time: 3314.02 ms [2022-04-11 11:29:30 main:574] : INFO : Epoch 2005 | loss: 0.0311723 | val_loss: 0.0311755 | Time: 3270.76 ms [2022-04-11 11:29:34 main:574] : INFO : Epoch 2006 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 3301.81 ms [2022-04-11 11:29:37 main:574] : INFO : Epoch 2007 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 3270.16 ms [2022-04-11 11:29:40 main:574] : INFO : Epoch 2008 | loss: 0.0311731 | val_loss: 0.0311792 | Time: 3263.53 ms [2022-04-11 11:29:43 main:574] : INFO : Epoch 2009 | loss: 0.03117 | val_loss: 0.031177 | Time: 3304.41 ms [2022-04-11 11:29:47 main:574] : INFO : Epoch 2010 | loss: 0.031169 | val_loss: 0.0311754 | Time: 3332.19 ms [2022-04-11 11:29:50 main:574] : INFO : Epoch 2011 | loss: 0.0311694 | val_loss: 0.0311826 | Time: 3354.89 ms [2022-04-11 11:29:53 main:574] : INFO : Epoch 2012 | loss: 0.0311709 | val_loss: 0.0311773 | Time: 3222.58 ms [2022-04-11 11:29:57 main:574] : INFO : Epoch 2013 | loss: 0.0311691 | val_loss: 0.0311797 | Time: 3303.46 ms [2022-04-11 11:30:00 main:574] : INFO : Epoch 2014 | loss: 0.0311715 | val_loss: 0.0311777 | Time: 3332.45 ms [2022-04-11 11:30:03 main:574] : INFO : Epoch 2015 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 3284.14 ms [2022-04-11 11:30:07 main:574] : INFO : Epoch 2016 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 3264.59 ms [2022-04-11 11:30:10 main:574] : INFO : Epoch 2017 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 3272.08 ms [2022-04-11 11:30:13 main:574] : INFO : Epoch 2018 | loss: 0.031171 | val_loss: 0.0311776 | Time: 3276.03 ms [2022-04-11 11:30:17 main:574] : INFO : Epoch 2019 | loss: 0.0311711 | val_loss: 0.0311771 | Time: 3360.53 ms [2022-04-11 11:30:20 main:574] : INFO : Epoch 2020 | loss: 0.0311706 | val_loss: 0.031179 | Time: 3281.61 ms [2022-04-11 11:30:23 main:574] : INFO : Epoch 2021 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 3270.19 ms [2022-04-11 11:30:26 main:574] : INFO : Epoch 2022 | loss: 0.0311735 | val_loss: 0.031181 | Time: 3269.11 ms [2022-04-11 11:30:30 main:574] : INFO : Epoch 2023 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 3286.48 ms [2022-04-11 11:30:33 main:574] : INFO : Epoch 2024 | loss: 0.0311799 | val_loss: 0.0311769 | Time: 3246.45 ms [2022-04-11 11:30:36 main:574] : INFO : Epoch 2025 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 3282.83 ms [2022-04-11 11:30:39 main:574] : INFO : Epoch 2026 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 3286.9 ms [2022-04-11 11:30:43 main:574] : INFO : Epoch 2027 | loss: 0.0311727 | val_loss: 0.0311761 | Time: 3270.93 ms [2022-04-11 11:30:46 main:574] : INFO : Epoch 2028 | loss: 0.0311708 | val_loss: 0.0311746 | Time: 3268.28 ms [2022-04-11 11:30:49 main:574] : INFO : Epoch 2029 | loss: 0.03117 | val_loss: 0.0311754 | Time: 3297.34 ms [2022-04-11 11:30:53 main:574] : INFO : Epoch 2030 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 3251.57 ms [2022-04-11 11:30:56 main:574] : INFO : Epoch 2031 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 3324.24 ms [2022-04-11 11:30:59 main:574] : INFO : Epoch 2032 | loss: 0.0311687 | val_loss: 0.031175 | Time: 3346.96 ms [2022-04-11 11:31:03 main:574] : INFO : Epoch 2033 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 3306.08 ms [2022-04-11 11:31:06 main:574] : INFO : Epoch 2034 | loss: 0.0311716 | val_loss: 0.0311791 | Time: 3253.94 ms [2022-04-11 11:31:09 main:574] : INFO : Epoch 2035 | loss: 0.0311695 | val_loss: 0.0311749 | Time: 3280.71 ms [2022-04-11 11:31:13 main:574] : INFO : Epoch 2036 | loss: 0.0311682 | val_loss: 0.0311745 | Time: 3439.84 ms [2022-04-11 11:31:16 main:574] : INFO : Epoch 2037 | loss: 0.0311704 | val_loss: 0.0311754 | Time: 3349.95 ms [2022-04-11 11:31:19 main:574] : INFO : Epoch 2038 | loss: 0.0311701 | val_loss: 0.0311761 | Time: 3319.31 ms [2022-04-11 11:31:23 main:574] : INFO : Epoch 2039 | loss: 0.031168 | val_loss: 0.0311755 | Time: 3343.1 ms [2022-04-11 11:31:26 main:574] : INFO : Epoch 2040 | loss: 0.0311682 | val_loss: 0.0311752 | Time: 3334.39 ms [2022-04-11 11:31:29 main:574] : INFO : Epoch 2041 | loss: 0.031168 | val_loss: 0.0311744 | Time: 3416.11 ms [2022-04-11 11:31:33 main:574] : INFO : Epoch 2042 | loss: 0.031169 | val_loss: 0.0311746 | Time: 3299.5 ms [2022-04-11 11:31:36 main:574] : INFO : Epoch 2043 | loss: 0.031169 | val_loss: 0.0311756 | Time: 3276.42 ms [2022-04-11 11:31:39 main:574] : INFO : Epoch 2044 | loss: 0.0311691 | val_loss: 0.0311772 | Time: 3284.91 ms [2022-04-11 11:31:43 main:574] : INFO : Epoch 2045 | loss: 0.0311687 | val_loss: 0.0311778 | Time: 3297.89 ms [2022-04-11 11:31:46 main:574] : INFO : Epoch 2046 | loss: 0.0311691 | val_loss: 0.0311791 | Time: 3326.19 ms [2022-04-11 11:31:49 main:574] : INFO : Epoch 2047 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 3300.47 ms [2022-04-11 11:31:53 main:574] : INFO : Epoch 2048 | loss: 0.0311689 | val_loss: 0.0311795 | Time: 3233.65 ms [2022-04-11 11:31:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311795 [2022-04-11 11:31:53 main:603] : INFO : Saving end state to config to file [2022-04-11 11:31:53 main:608] : INFO : Success, exiting.. 11:31:53 (8872): 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)