Task 3612212
| Name | ParityModified-1608176027-5436-7_0 |
| Workunit | 1827385 |
| Created | 8 Jan 2021, 10:36:35 UTC |
| Sent | 10 Jan 2021, 12:41:33 UTC |
| Report deadline | 17 Jan 2021, 12:41:33 UTC |
| Received | 10 Jan 2021, 14:34:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5217 |
| Run time | 1 hours 52 min 49 sec |
| CPU time | 1 hours 50 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,178.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 3270.08 ms [2021-01-10 15:06:42 main:574] : INFO : Epoch 1543 | loss: 0.0311739 | val_loss: 0.0311774 | Time: 3300.33 ms [2021-01-10 15:06:45 main:574] : INFO : Epoch 1544 | loss: 0.0311729 | val_loss: 0.031177 | Time: 3257.96 ms [2021-01-10 15:06:49 main:574] : INFO : Epoch 1545 | loss: 0.0311731 | val_loss: 0.0311788 | Time: 3277.79 ms [2021-01-10 15:06:52 main:574] : INFO : Epoch 1546 | loss: 0.0311736 | val_loss: 0.0311786 | Time: 3273.21 ms [2021-01-10 15:06:55 main:574] : INFO : Epoch 1547 | loss: 0.0311733 | val_loss: 0.0311777 | Time: 3266.06 ms [2021-01-10 15:06:59 main:574] : INFO : Epoch 1548 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 3281.25 ms [2021-01-10 15:07:02 main:574] : INFO : Epoch 1549 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 3285.84 ms [2021-01-10 15:07:05 main:574] : INFO : Epoch 1550 | loss: 0.0311728 | val_loss: 0.0311781 | Time: 3278.27 ms [2021-01-10 15:07:09 main:574] : INFO : Epoch 1551 | loss: 0.0311718 | val_loss: 0.0311789 | Time: 3281.14 ms [2021-01-10 15:07:12 main:574] : INFO : Epoch 1552 | loss: 0.0311716 | val_loss: 0.0311778 | Time: 3289.39 ms [2021-01-10 15:07:15 main:574] : INFO : Epoch 1553 | loss: 0.0311715 | val_loss: 0.0311782 | Time: 3279.99 ms [2021-01-10 15:07:18 main:574] : INFO : Epoch 1554 | loss: 0.0311712 | val_loss: 0.0311775 | Time: 3273.14 ms [2021-01-10 15:07:22 main:574] : INFO : Epoch 1555 | loss: 0.031172 | val_loss: 0.0311765 | Time: 3276.31 ms [2021-01-10 15:07:25 main:574] : INFO : Epoch 1556 | loss: 0.0311731 | val_loss: 0.0311775 | Time: 3277.88 ms [2021-01-10 15:07:28 main:574] : INFO : Epoch 1557 | loss: 0.0311724 | val_loss: 0.0311768 | Time: 3266.28 ms [2021-01-10 15:07:32 main:574] : INFO : Epoch 1558 | loss: 0.0311739 | val_loss: 0.0311778 | Time: 3274.8 ms [2021-01-10 15:07:35 main:574] : INFO : Epoch 1559 | loss: 0.031174 | val_loss: 0.0311775 | Time: 3292.92 ms [2021-01-10 15:07:38 main:574] : INFO : Epoch 1560 | loss: 0.0311772 | val_loss: 0.0311791 | Time: 3272.89 ms [2021-01-10 15:07:42 main:574] : INFO : Epoch 1561 | loss: 0.0311772 | val_loss: 0.0311785 | Time: 3292.9 ms [2021-01-10 15:07:45 main:574] : INFO : Epoch 1562 | loss: 0.0311758 | val_loss: 0.0311777 | Time: 3266.95 ms [2021-01-10 15:07:48 main:574] : INFO : Epoch 1563 | loss: 0.0311762 | val_loss: 0.0311788 | Time: 3276.62 ms [2021-01-10 15:07:51 main:574] : INFO : Epoch 1564 | loss: 0.0311745 | val_loss: 0.031178 | Time: 3262.09 ms [2021-01-10 15:07:55 main:574] : INFO : Epoch 1565 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 3281.19 ms [2021-01-10 15:07:58 main:574] : INFO : Epoch 1566 | loss: 0.0311752 | val_loss: 0.0311762 | Time: 3286.53 ms [2021-01-10 15:08:01 main:574] : INFO : Epoch 1567 | loss: 0.0311739 | val_loss: 0.0311765 | Time: 3289.34 ms [2021-01-10 15:08:05 main:574] : INFO : Epoch 1568 | loss: 0.0311751 | val_loss: 0.0311772 | Time: 3277.38 ms [2021-01-10 15:08:08 main:574] : INFO : Epoch 1569 | loss: 0.0311747 | val_loss: 0.031177 | Time: 3288.01 ms [2021-01-10 15:08:11 main:574] : INFO : Epoch 1570 | loss: 0.0311757 | val_loss: 0.0311774 | Time: 3270.22 ms [2021-01-10 15:08:15 main:574] : INFO : Epoch 1571 | loss: 0.0311738 | val_loss: 0.0311774 | Time: 3286.18 ms [2021-01-10 15:08:18 main:574] : INFO : Epoch 1572 | loss: 0.031173 | val_loss: 0.0311787 | Time: 3269.8 ms [2021-01-10 15:08:21 main:574] : INFO : Epoch 1573 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 3287.35 ms [2021-01-10 15:08:25 main:574] : INFO : Epoch 1574 | loss: 0.0311744 | val_loss: 0.0311764 | Time: 3276.1 ms [2021-01-10 15:08:28 main:574] : INFO : Epoch 1575 | loss: 0.0311732 | val_loss: 0.0311777 | Time: 3290.94 ms [2021-01-10 15:08:31 main:574] : INFO : Epoch 1576 | loss: 0.0311747 | val_loss: 0.0311791 | Time: 3270.54 ms [2021-01-10 15:08:34 main:574] : INFO : Epoch 1577 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 3299.59 ms [2021-01-10 15:08:38 main:574] : INFO : Epoch 1578 | loss: 0.0311748 | val_loss: 0.031179 | Time: 3269.59 ms [2021-01-10 15:08:41 main:574] : INFO : Epoch 1579 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 3280.36 ms [2021-01-10 15:08:44 main:574] : INFO : Epoch 1580 | loss: 0.0311753 | val_loss: 0.0311804 | Time: 3276.46 ms [2021-01-10 15:08:48 main:574] : INFO : Epoch 1581 | loss: 0.031175 | val_loss: 0.0311815 | Time: 3277.65 ms [2021-01-10 15:08:51 main:574] : INFO : Epoch 1582 | loss: 0.0311749 | val_loss: 0.0311776 | Time: 3275.31 ms [2021-01-10 15:08:54 main:574] : INFO : Epoch 1583 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 3272.28 ms [2021-01-10 15:08:58 main:574] : INFO : Epoch 1584 | loss: 0.031175 | val_loss: 0.0311786 | Time: 3281.4 ms [2021-01-10 15:09:01 main:574] : INFO : Epoch 1585 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 3276.74 ms [2021-01-10 15:09:04 main:574] : INFO : Epoch 1586 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 3277.38 ms [2021-01-10 15:09:07 main:574] : INFO : Epoch 1587 | loss: 0.0311759 | val_loss: 0.0311782 | Time: 3274.27 ms [2021-01-10 15:09:11 main:574] : INFO : Epoch 1588 | loss: 0.0311742 | val_loss: 0.031178 | Time: 3279.39 ms [2021-01-10 15:09:14 main:574] : INFO : Epoch 1589 | loss: 0.0311767 | val_loss: 0.0311831 | Time: 3301.92 ms [2021-01-10 15:09:17 main:574] : INFO : Epoch 1590 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 3279.06 ms [2021-01-10 15:09:21 main:574] : INFO : Epoch 1591 | loss: 0.031179 | val_loss: 0.0311829 | Time: 3285.5 ms [2021-01-10 15:09:24 main:574] : INFO : Epoch 1592 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 3292.23 ms [2021-01-10 15:09:27 main:574] : INFO : Epoch 1593 | loss: 0.0311776 | val_loss: 0.0311804 | Time: 3281.46 ms [2021-01-10 15:09:31 main:574] : INFO : Epoch 1594 | loss: 0.031177 | val_loss: 0.0311803 | Time: 3264.89 ms [2021-01-10 15:09:34 main:574] : INFO : Epoch 1595 | loss: 0.0311768 | val_loss: 0.0311838 | Time: 3264.55 ms [2021-01-10 15:09:37 main:574] : INFO : Epoch 1596 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 3281.8 ms [2021-01-10 15:09:41 main:574] : INFO : Epoch 1597 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 3290.45 ms [2021-01-10 15:09:44 main:574] : INFO : Epoch 1598 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 3280.17 ms [2021-01-10 15:09:47 main:574] : INFO : Epoch 1599 | loss: 0.0311752 | val_loss: 0.0311773 | Time: 3273.79 ms [2021-01-10 15:09:50 main:574] : INFO : Epoch 1600 | loss: 0.0311757 | val_loss: 0.0311798 | Time: 3285.08 ms [2021-01-10 15:09:54 main:574] : INFO : Epoch 1601 | loss: 0.0311756 | val_loss: 0.0311772 | Time: 3277.5 ms [2021-01-10 15:09:57 main:574] : INFO : Epoch 1602 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 3260.17 ms [2021-01-10 15:10:00 main:574] : INFO : Epoch 1603 | loss: 0.0311767 | val_loss: 0.0311794 | Time: 3290.23 ms [2021-01-10 15:10:04 main:574] : INFO : Epoch 1604 | loss: 0.0311782 | val_loss: 0.0311812 | Time: 3277.81 ms [2021-01-10 15:10:07 main:574] : INFO : Epoch 1605 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 3282.93 ms [2021-01-10 15:10:10 main:574] : INFO : Epoch 1606 | loss: 0.0311797 | val_loss: 0.0311861 | Time: 3260.72 ms [2021-01-10 15:10:14 main:574] : INFO : Epoch 1607 | loss: 0.0311864 | val_loss: 0.0311822 | Time: 3270.58 ms [2021-01-10 15:10:17 main:574] : INFO : Epoch 1608 | loss: 0.0311853 | val_loss: 0.031184 | Time: 3254.63 ms [2021-01-10 15:10:20 main:574] : INFO : Epoch 1609 | loss: 0.0311856 | val_loss: 0.0311841 | Time: 3257.82 ms [2021-01-10 15:10:23 main:574] : INFO : Epoch 1610 | loss: 0.0311821 | val_loss: 0.0311788 | Time: 3265.41 ms [2021-01-10 15:10:27 main:574] : INFO : Epoch 1611 | loss: 0.031181 | val_loss: 0.031179 | Time: 3277.26 ms [2021-01-10 15:10:30 main:574] : INFO : Epoch 1612 | loss: 0.0311814 | val_loss: 0.0311803 | Time: 3285.42 ms [2021-01-10 15:10:33 main:574] : INFO : Epoch 1613 | loss: 0.0311803 | val_loss: 0.0311813 | Time: 3278.89 ms [2021-01-10 15:10:37 main:574] : INFO : Epoch 1614 | loss: 0.0311809 | val_loss: 0.0311829 | Time: 3282.46 ms [2021-01-10 15:10:40 main:574] : INFO : Epoch 1615 | loss: 0.0311818 | val_loss: 0.0311823 | Time: 3297.77 ms [2021-01-10 15:10:43 main:574] : INFO : Epoch 1616 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 3284.46 ms [2021-01-10 15:10:47 main:574] : INFO : Epoch 1617 | loss: 0.0311809 | val_loss: 0.0311814 | Time: 3287.65 ms [2021-01-10 15:10:50 main:574] : INFO : Epoch 1618 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 3268.09 ms [2021-01-10 15:10:53 main:574] : INFO : Epoch 1619 | loss: 0.0311793 | val_loss: 0.0311802 | Time: 3306.68 ms [2021-01-10 15:10:56 main:574] : INFO : Epoch 1620 | loss: 0.0311805 | val_loss: 0.0311837 | Time: 3282.65 ms [2021-01-10 15:11:00 main:574] : INFO : Epoch 1621 | loss: 0.0311801 | val_loss: 0.0311801 | Time: 3271.1 ms [2021-01-10 15:11:03 main:574] : INFO : Epoch 1622 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 3281.9 ms [2021-01-10 15:11:06 main:574] : INFO : Epoch 1623 | loss: 0.0311795 | val_loss: 0.0311835 | Time: 3275.21 ms [2021-01-10 15:11:10 main:574] : INFO : Epoch 1624 | loss: 0.0311794 | val_loss: 0.0311836 | Time: 3256.22 ms [2021-01-10 15:11:13 main:574] : INFO : Epoch 1625 | loss: 0.0311813 | val_loss: 0.0311819 | Time: 3277.01 ms [2021-01-10 15:11:16 main:574] : INFO : Epoch 1626 | loss: 0.0311803 | val_loss: 0.0311816 | Time: 3287.63 ms [2021-01-10 15:11:20 main:574] : INFO : Epoch 1627 | loss: 0.0311801 | val_loss: 0.0311841 | Time: 3291.58 ms [2021-01-10 15:11:23 main:574] : INFO : Epoch 1628 | loss: 0.0311797 | val_loss: 0.0311811 | Time: 3282.93 ms [2021-01-10 15:11:26 main:574] : INFO : Epoch 1629 | loss: 0.0311787 | val_loss: 0.0311814 | Time: 3291.86 ms [2021-01-10 15:11:29 main:574] : INFO : Epoch 1630 | loss: 0.0311795 | val_loss: 0.0311825 | Time: 3299.19 ms [2021-01-10 15:11:33 main:574] : INFO : Epoch 1631 | loss: 0.0311784 | val_loss: 0.0311808 | Time: 3287.64 ms [2021-01-10 15:11:36 main:574] : INFO : Epoch 1632 | loss: 0.0311784 | val_loss: 0.031183 | Time: 3272.68 ms [2021-01-10 15:11:39 main:574] : INFO : Epoch 1633 | loss: 0.0311793 | val_loss: 0.0311808 | Time: 3282.66 ms [2021-01-10 15:11:43 main:574] : INFO : Epoch 1634 | loss: 0.0311781 | val_loss: 0.03118 | Time: 3258.93 ms [2021-01-10 15:11:46 main:574] : INFO : Epoch 1635 | loss: 0.0311773 | val_loss: 0.0311803 | Time: 3291.91 ms [2021-01-10 15:11:49 main:574] : INFO : Epoch 1636 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 3264.35 ms [2021-01-10 15:11:53 main:574] : INFO : Epoch 1637 | loss: 0.031177 | val_loss: 0.0311801 | Time: 3286.78 ms [2021-01-10 15:11:56 main:574] : INFO : Epoch 1638 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 3265.62 ms [2021-01-10 15:11:59 main:574] : INFO : Epoch 1639 | loss: 0.0311785 | val_loss: 0.0311821 | Time: 3286.82 ms [2021-01-10 15:12:02 main:574] : INFO : Epoch 1640 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 3270.09 ms [2021-01-10 15:12:06 main:574] : INFO : Epoch 1641 | loss: 0.0311787 | val_loss: 0.0311819 | Time: 3268.03 ms [2021-01-10 15:12:09 main:574] : INFO : Epoch 1642 | loss: 0.0311786 | val_loss: 0.0311803 | Time: 3252.72 ms [2021-01-10 15:12:12 main:574] : INFO : Epoch 1643 | loss: 0.031178 | val_loss: 0.0311797 | Time: 3295.66 ms [2021-01-10 15:12:16 main:574] : INFO : Epoch 1644 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 3270.43 ms [2021-01-10 15:12:19 main:574] : INFO : Epoch 1645 | loss: 0.0311776 | val_loss: 0.0311805 | Time: 3286.77 ms [2021-01-10 15:12:22 main:574] : INFO : Epoch 1646 | loss: 0.0311775 | val_loss: 0.0311797 | Time: 3283.21 ms [2021-01-10 15:12:26 main:574] : INFO : Epoch 1647 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 3293.79 ms [2021-01-10 15:12:29 main:574] : INFO : Epoch 1648 | loss: 0.0311774 | val_loss: 0.0311805 | Time: 3272.26 ms [2021-01-10 15:12:32 main:574] : INFO : Epoch 1649 | loss: 0.0311778 | val_loss: 0.0311812 | Time: 3265.86 ms [2021-01-10 15:12:35 main:574] : INFO : Epoch 1650 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 3272.66 ms [2021-01-10 15:12:39 main:574] : INFO : Epoch 1651 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 3277.21 ms [2021-01-10 15:12:42 main:574] : INFO : Epoch 1652 | loss: 0.0311777 | val_loss: 0.031181 | Time: 3259.93 ms [2021-01-10 15:12:45 main:574] : INFO : Epoch 1653 | loss: 0.031179 | val_loss: 0.0311854 | Time: 3290.52 ms [2021-01-10 15:12:49 main:574] : INFO : Epoch 1654 | loss: 0.0311783 | val_loss: 0.0311812 | Time: 3276.81 ms [2021-01-10 15:12:52 main:574] : INFO : Epoch 1655 | loss: 0.0311772 | val_loss: 0.0311786 | Time: 3289.91 ms [2021-01-10 15:12:55 main:574] : INFO : Epoch 1656 | loss: 0.0311768 | val_loss: 0.0311782 | Time: 3277.46 ms [2021-01-10 15:12:59 main:574] : INFO : Epoch 1657 | loss: 0.0311774 | val_loss: 0.0311777 | Time: 3284.96 ms [2021-01-10 15:13:02 main:574] : INFO : Epoch 1658 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 3268.82 ms [2021-01-10 15:13:05 main:574] : INFO : Epoch 1659 | loss: 0.0311794 | val_loss: 0.0311779 | Time: 3291.54 ms [2021-01-10 15:13:09 main:574] : INFO : Epoch 1660 | loss: 0.0311788 | val_loss: 0.0311789 | Time: 3275.7 ms [2021-01-10 15:13:12 main:574] : INFO : Epoch 1661 | loss: 0.0311769 | val_loss: 0.03118 | Time: 3291.46 ms [2021-01-10 15:13:15 main:574] : INFO : Epoch 1662 | loss: 0.0311769 | val_loss: 0.0311775 | Time: 3274.68 ms [2021-01-10 15:13:18 main:574] : INFO : Epoch 1663 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 3276.22 ms [2021-01-10 15:13:22 main:574] : INFO : Epoch 1664 | loss: 0.0311774 | val_loss: 0.0311847 | Time: 3258.3 ms [2021-01-10 15:13:25 main:574] : INFO : Epoch 1665 | loss: 0.0311793 | val_loss: 0.0311783 | Time: 3278.54 ms [2021-01-10 15:13:28 main:574] : INFO : Epoch 1666 | loss: 0.031178 | val_loss: 0.0311778 | Time: 3277.8 ms [2021-01-10 15:13:32 main:574] : INFO : Epoch 1667 | loss: 0.031177 | val_loss: 0.0311784 | Time: 3279.06 ms [2021-01-10 15:13:35 main:574] : INFO : Epoch 1668 | loss: 0.0311758 | val_loss: 0.0311771 | Time: 3277.82 ms [2021-01-10 15:13:38 main:574] : INFO : Epoch 1669 | loss: 0.0311752 | val_loss: 0.0311769 | Time: 3278.12 ms [2021-01-10 15:13:42 main:574] : INFO : Epoch 1670 | loss: 0.0311761 | val_loss: 0.0311776 | Time: 3273.52 ms [2021-01-10 15:13:45 main:574] : INFO : Epoch 1671 | loss: 0.031176 | val_loss: 0.0311787 | Time: 3280.8 ms [2021-01-10 15:13:48 main:574] : INFO : Epoch 1672 | loss: 0.0311765 | val_loss: 0.0311801 | Time: 3263.17 ms [2021-01-10 15:13:51 main:574] : INFO : Epoch 1673 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 3296.38 ms [2021-01-10 15:13:55 main:574] : INFO : Epoch 1674 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 3269.42 ms [2021-01-10 15:13:58 main:574] : INFO : Epoch 1675 | loss: 0.0311766 | val_loss: 0.0311775 | Time: 3279.21 ms [2021-01-10 15:14:01 main:574] : INFO : Epoch 1676 | loss: 0.0311756 | val_loss: 0.0311778 | Time: 3286.3 ms [2021-01-10 15:14:05 main:574] : INFO : Epoch 1677 | loss: 0.0311755 | val_loss: 0.031178 | Time: 3270.01 ms [2021-01-10 15:14:08 main:574] : INFO : Epoch 1678 | loss: 0.0311753 | val_loss: 0.031179 | Time: 3274.24 ms [2021-01-10 15:14:11 main:574] : INFO : Epoch 1679 | loss: 0.0311764 | val_loss: 0.0311768 | Time: 3260.67 ms [2021-01-10 15:14:14 main:574] : INFO : Epoch 1680 | loss: 0.0311771 | val_loss: 0.0311763 | Time: 3248.74 ms [2021-01-10 15:14:18 main:574] : INFO : Epoch 1681 | loss: 0.0311792 | val_loss: 0.0311796 | Time: 3278.4 ms [2021-01-10 15:14:21 main:574] : INFO : Epoch 1682 | loss: 0.0311779 | val_loss: 0.0311778 | Time: 3276.77 ms [2021-01-10 15:14:24 main:574] : INFO : Epoch 1683 | loss: 0.0311774 | val_loss: 0.0311781 | Time: 3276.03 ms [2021-01-10 15:14:28 main:574] : INFO : Epoch 1684 | loss: 0.0311763 | val_loss: 0.0311797 | Time: 3268.36 ms [2021-01-10 15:14:31 main:574] : INFO : Epoch 1685 | loss: 0.0311762 | val_loss: 0.0311794 | Time: 3268.49 ms [2021-01-10 15:14:34 main:574] : INFO : Epoch 1686 | loss: 0.0311762 | val_loss: 0.0311768 | Time: 3262.44 ms [2021-01-10 15:14:38 main:574] : INFO : Epoch 1687 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 3271.76 ms [2021-01-10 15:14:41 main:574] : INFO : Epoch 1688 | loss: 0.031175 | val_loss: 0.0311765 | Time: 3258.53 ms [2021-01-10 15:14:44 main:574] : INFO : Epoch 1689 | loss: 0.0311761 | val_loss: 0.0311778 | Time: 3277.92 ms [2021-01-10 15:14:47 main:574] : INFO : Epoch 1690 | loss: 0.0311772 | val_loss: 0.0311776 | Time: 3280.96 ms [2021-01-10 15:14:51 main:574] : INFO : Epoch 1691 | loss: 0.0311784 | val_loss: 0.03118 | Time: 3291.36 ms [2021-01-10 15:14:54 main:574] : INFO : Epoch 1692 | loss: 0.0311768 | val_loss: 0.0311771 | Time: 3284.19 ms [2021-01-10 15:14:57 main:574] : INFO : Epoch 1693 | loss: 0.0311766 | val_loss: 0.0311771 | Time: 3277.65 ms [2021-01-10 15:15:01 main:574] : INFO : Epoch 1694 | loss: 0.0311764 | val_loss: 0.0311761 | Time: 3267.43 ms [2021-01-10 15:15:04 main:574] : INFO : Epoch 1695 | loss: 0.0311772 | val_loss: 0.0311776 | Time: 3265.46 ms [2021-01-10 15:15:07 main:574] : INFO : Epoch 1696 | loss: 0.0311761 | val_loss: 0.031177 | Time: 3273.75 ms [2021-01-10 15:15:11 main:574] : INFO : Epoch 1697 | loss: 0.0311762 | val_loss: 0.031179 | Time: 3275.44 ms [2021-01-10 15:15:14 main:574] : INFO : Epoch 1698 | loss: 0.0311768 | val_loss: 0.0311811 | Time: 3270.08 ms [2021-01-10 15:15:17 main:574] : INFO : Epoch 1699 | loss: 0.0311774 | val_loss: 0.0311767 | Time: 3290.67 ms [2021-01-10 15:15:20 main:574] : INFO : Epoch 1700 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 3262.96 ms [2021-01-10 15:15:24 main:574] : INFO : Epoch 1701 | loss: 0.0311764 | val_loss: 0.031178 | Time: 3270.34 ms [2021-01-10 15:15:27 main:574] : INFO : Epoch 1702 | loss: 0.0311754 | val_loss: 0.0311792 | Time: 3273.67 ms [2021-01-10 15:15:30 main:574] : INFO : Epoch 1703 | loss: 0.0311761 | val_loss: 0.0311771 | Time: 3289.84 ms [2021-01-10 15:15:34 main:574] : INFO : Epoch 1704 | loss: 0.0311769 | val_loss: 0.0311798 | Time: 3288.25 ms [2021-01-10 15:15:37 main:574] : INFO : Epoch 1705 | loss: 0.0311769 | val_loss: 0.031177 | Time: 3273.48 ms [2021-01-10 15:15:40 main:574] : INFO : Epoch 1706 | loss: 0.0311756 | val_loss: 0.0311772 | Time: 3270.51 ms [2021-01-10 15:15:44 main:574] : INFO : Epoch 1707 | loss: 0.0311758 | val_loss: 0.0311787 | Time: 3284.69 ms [2021-01-10 15:15:47 main:574] : INFO : Epoch 1708 | loss: 0.0311761 | val_loss: 0.0311763 | Time: 3259.6 ms [2021-01-10 15:15:50 main:574] : INFO : Epoch 1709 | loss: 0.0311776 | val_loss: 0.0311772 | Time: 3270.47 ms [2021-01-10 15:15:53 main:574] : INFO : Epoch 1710 | loss: 0.0311758 | val_loss: 0.031177 | Time: 3265.48 ms [2021-01-10 15:15:57 main:574] : INFO : Epoch 1711 | loss: 0.0311752 | val_loss: 0.0311768 | Time: 3285.47 ms [2021-01-10 15:16:00 main:574] : INFO : Epoch 1712 | loss: 0.0311756 | val_loss: 0.0311767 | Time: 3257.67 ms [2021-01-10 15:16:03 main:574] : INFO : Epoch 1713 | loss: 0.0311745 | val_loss: 0.0311815 | Time: 3288.61 ms [2021-01-10 15:16:07 main:574] : INFO : Epoch 1714 | loss: 0.0311757 | val_loss: 0.0311755 | Time: 3261.7 ms [2021-01-10 15:16:10 main:574] : INFO : Epoch 1715 | loss: 0.0311751 | val_loss: 0.0311752 | Time: 3278.18 ms [2021-01-10 15:16:13 main:574] : INFO : Epoch 1716 | loss: 0.0311748 | val_loss: 0.0311756 | Time: 3275.33 ms [2021-01-10 15:16:17 main:574] : INFO : Epoch 1717 | loss: 0.0311751 | val_loss: 0.0311753 | Time: 3289.94 ms [2021-01-10 15:16:20 main:574] : INFO : Epoch 1718 | loss: 0.0311744 | val_loss: 0.0311783 | Time: 3259.63 ms [2021-01-10 15:16:23 main:574] : INFO : Epoch 1719 | loss: 0.0311739 | val_loss: 0.0311775 | Time: 3291.79 ms [2021-01-10 15:16:26 main:574] : INFO : Epoch 1720 | loss: 0.0311738 | val_loss: 0.0311761 | Time: 3277.37 ms [2021-01-10 15:16:30 main:574] : INFO : Epoch 1721 | loss: 0.0311732 | val_loss: 0.0311783 | Time: 3278.39 ms [2021-01-10 15:16:33 main:574] : INFO : Epoch 1722 | loss: 0.0311734 | val_loss: 0.0311777 | Time: 3287.4 ms [2021-01-10 15:16:36 main:574] : INFO : Epoch 1723 | loss: 0.0311725 | val_loss: 0.0311761 | Time: 3276.59 ms [2021-01-10 15:16:40 main:574] : INFO : Epoch 1724 | loss: 0.0311726 | val_loss: 0.0311772 | Time: 3292.97 ms [2021-01-10 15:16:43 main:574] : INFO : Epoch 1725 | loss: 0.0311736 | val_loss: 0.0311762 | Time: 3273.46 ms [2021-01-10 15:16:46 main:574] : INFO : Epoch 1726 | loss: 0.0311757 | val_loss: 0.0311766 | Time: 3276.78 ms [2021-01-10 15:16:50 main:574] : INFO : Epoch 1727 | loss: 0.031174 | val_loss: 0.031178 | Time: 3291.84 ms [2021-01-10 15:16:53 main:574] : INFO : Epoch 1728 | loss: 0.0311729 | val_loss: 0.0311757 | Time: 3274.53 ms [2021-01-10 15:16:56 main:574] : INFO : Epoch 1729 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 3273.8 ms [2021-01-10 15:16:59 main:574] : INFO : Epoch 1730 | loss: 0.0311726 | val_loss: 0.0311767 | Time: 3286.76 ms [2021-01-10 15:17:03 main:574] : INFO : Epoch 1731 | loss: 0.0311729 | val_loss: 0.031176 | Time: 3289.37 ms [2021-01-10 15:17:06 main:574] : INFO : Epoch 1732 | loss: 0.0311731 | val_loss: 0.0311757 | Time: 3268.86 ms [2021-01-10 15:17:09 main:574] : INFO : Epoch 1733 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 3274.97 ms [2021-01-10 15:17:13 main:574] : INFO : Epoch 1734 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 3289.09 ms [2021-01-10 15:17:16 main:574] : INFO : Epoch 1735 | loss: 0.0311734 | val_loss: 0.0311783 | Time: 3262.18 ms [2021-01-10 15:17:19 main:574] : INFO : Epoch 1736 | loss: 0.0311731 | val_loss: 0.0311764 | Time: 3251.94 ms [2021-01-10 15:17:23 main:574] : INFO : Epoch 1737 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 3283.01 ms [2021-01-10 15:17:26 main:574] : INFO : Epoch 1738 | loss: 0.0311713 | val_loss: 0.0311776 | Time: 3294.76 ms [2021-01-10 15:17:29 main:574] : INFO : Epoch 1739 | loss: 0.0311723 | val_loss: 0.0311812 | Time: 3294.71 ms [2021-01-10 15:17:33 main:574] : INFO : Epoch 1740 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 3281.71 ms [2021-01-10 15:17:36 main:574] : INFO : Epoch 1741 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 3292.53 ms [2021-01-10 15:17:39 main:574] : INFO : Epoch 1742 | loss: 0.031173 | val_loss: 0.0311772 | Time: 3276.24 ms [2021-01-10 15:17:42 main:574] : INFO : Epoch 1743 | loss: 0.0311723 | val_loss: 0.0311783 | Time: 3287.78 ms [2021-01-10 15:17:46 main:574] : INFO : Epoch 1744 | loss: 0.0311727 | val_loss: 0.0311762 | Time: 3265.79 ms [2021-01-10 15:17:49 main:574] : INFO : Epoch 1745 | loss: 0.0311725 | val_loss: 0.031176 | Time: 3279.98 ms [2021-01-10 15:17:52 main:574] : INFO : Epoch 1746 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 3268.83 ms [2021-01-10 15:17:56 main:574] : INFO : Epoch 1747 | loss: 0.0311724 | val_loss: 0.0311751 | Time: 3289.39 ms [2021-01-10 15:17:59 main:574] : INFO : Epoch 1748 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 3293.95 ms [2021-01-10 15:18:02 main:574] : INFO : Epoch 1749 | loss: 0.0311743 | val_loss: 0.0311764 | Time: 3268.19 ms [2021-01-10 15:18:06 main:574] : INFO : Epoch 1750 | loss: 0.0311749 | val_loss: 0.0311764 | Time: 3262.85 ms [2021-01-10 15:18:09 main:574] : INFO : Epoch 1751 | loss: 0.0311747 | val_loss: 0.0311775 | Time: 3277.79 ms [2021-01-10 15:18:12 main:574] : INFO : Epoch 1752 | loss: 0.0311749 | val_loss: 0.031179 | Time: 3282.67 ms [2021-01-10 15:18:15 main:574] : INFO : Epoch 1753 | loss: 0.0311767 | val_loss: 0.0311784 | Time: 3296.83 ms [2021-01-10 15:18:19 main:574] : INFO : Epoch 1754 | loss: 0.031177 | val_loss: 0.0311767 | Time: 3268.51 ms [2021-01-10 15:18:22 main:574] : INFO : Epoch 1755 | loss: 0.031176 | val_loss: 0.0311769 | Time: 3312.28 ms [2021-01-10 15:18:25 main:574] : INFO : Epoch 1756 | loss: 0.0311751 | val_loss: 0.0311781 | Time: 3271.62 ms [2021-01-10 15:18:29 main:574] : INFO : Epoch 1757 | loss: 0.0311755 | val_loss: 0.0311788 | Time: 3258.85 ms [2021-01-10 15:18:32 main:574] : INFO : Epoch 1758 | loss: 0.0311751 | val_loss: 0.0311772 | Time: 3281.64 ms [2021-01-10 15:18:35 main:574] : INFO : Epoch 1759 | loss: 0.0311745 | val_loss: 0.031178 | Time: 3295.94 ms [2021-01-10 15:18:39 main:574] : INFO : Epoch 1760 | loss: 0.0311756 | val_loss: 0.0311799 | Time: 3275.83 ms [2021-01-10 15:18:42 main:574] : INFO : Epoch 1761 | loss: 0.0311745 | val_loss: 0.0311772 | Time: 3286.4 ms [2021-01-10 15:18:45 main:574] : INFO : Epoch 1762 | loss: 0.0311743 | val_loss: 0.0311778 | Time: 3284.2 ms [2021-01-10 15:18:49 main:574] : INFO : Epoch 1763 | loss: 0.031175 | val_loss: 0.0311786 | Time: 3282.19 ms [2021-01-10 15:18:52 main:574] : INFO : Epoch 1764 | loss: 0.031174 | val_loss: 0.0311766 | Time: 3274.85 ms [2021-01-10 15:18:55 main:574] : INFO : Epoch 1765 | loss: 0.0311757 | val_loss: 0.031175 | Time: 3270.64 ms [2021-01-10 15:18:58 main:574] : INFO : Epoch 1766 | loss: 0.0311747 | val_loss: 0.0311755 | Time: 3274.7 ms [2021-01-10 15:19:02 main:574] : INFO : Epoch 1767 | loss: 0.0311752 | val_loss: 0.0311781 | Time: 3269.6 ms [2021-01-10 15:19:05 main:574] : INFO : Epoch 1768 | loss: 0.0311748 | val_loss: 0.0311808 | Time: 3284.83 ms [2021-01-10 15:19:08 main:574] : INFO : Epoch 1769 | loss: 0.0311755 | val_loss: 0.0311858 | Time: 3279.94 ms [2021-01-10 15:19:12 main:574] : INFO : Epoch 1770 | loss: 0.0311752 | val_loss: 0.0311785 | Time: 3281.06 ms [2021-01-10 15:19:15 main:574] : INFO : Epoch 1771 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 3269.53 ms [2021-01-10 15:19:18 main:574] : INFO : Epoch 1772 | loss: 0.0311736 | val_loss: 0.0311791 | Time: 3272.5 ms [2021-01-10 15:19:22 main:574] : INFO : Epoch 1773 | loss: 0.0311728 | val_loss: 0.0311769 | Time: 3284.28 ms [2021-01-10 15:19:25 main:574] : INFO : Epoch 1774 | loss: 0.0311724 | val_loss: 0.0311782 | Time: 3275.6 ms [2021-01-10 15:19:28 main:574] : INFO : Epoch 1775 | loss: 0.0311743 | val_loss: 0.0311798 | Time: 3280.28 ms [2021-01-10 15:19:31 main:574] : INFO : Epoch 1776 | loss: 0.0311726 | val_loss: 0.031178 | Time: 3286.25 ms [2021-01-10 15:19:35 main:574] : INFO : Epoch 1777 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 3284.55 ms [2021-01-10 15:19:38 main:574] : INFO : Epoch 1778 | loss: 0.0311755 | val_loss: 0.0311765 | Time: 3279.9 ms [2021-01-10 15:19:41 main:574] : INFO : Epoch 1779 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 3283.92 ms [2021-01-10 15:19:45 main:574] : INFO : Epoch 1780 | loss: 0.0311735 | val_loss: 0.0311785 | Time: 3254.67 ms [2021-01-10 15:19:48 main:574] : INFO : Epoch 1781 | loss: 0.0311742 | val_loss: 0.0311773 | Time: 3279.26 ms [2021-01-10 15:19:51 main:574] : INFO : Epoch 1782 | loss: 0.0311742 | val_loss: 0.0311772 | Time: 3274.55 ms [2021-01-10 15:19:55 main:574] : INFO : Epoch 1783 | loss: 0.0311734 | val_loss: 0.0311788 | Time: 3271.87 ms [2021-01-10 15:19:58 main:574] : INFO : Epoch 1784 | loss: 0.0311749 | val_loss: 0.0311826 | Time: 3290.72 ms [2021-01-10 15:20:01 main:574] : INFO : Epoch 1785 | loss: 0.031177 | val_loss: 0.0311788 | Time: 3269.17 ms [2021-01-10 15:20:04 main:574] : INFO : Epoch 1786 | loss: 0.0311754 | val_loss: 0.0311781 | Time: 3267.44 ms [2021-01-10 15:20:08 main:574] : INFO : Epoch 1787 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 3290.46 ms [2021-01-10 15:20:11 main:574] : INFO : Epoch 1788 | loss: 0.0311754 | val_loss: 0.0311783 | Time: 3272.25 ms [2021-01-10 15:20:14 main:574] : INFO : Epoch 1789 | loss: 0.0311749 | val_loss: 0.0311776 | Time: 3277.93 ms [2021-01-10 15:20:18 main:574] : INFO : Epoch 1790 | loss: 0.0311748 | val_loss: 0.0311771 | Time: 3273.62 ms [2021-01-10 15:20:21 main:574] : INFO : Epoch 1791 | loss: 0.0311762 | val_loss: 0.0311779 | Time: 3286.9 ms [2021-01-10 15:20:24 main:574] : INFO : Epoch 1792 | loss: 0.031175 | val_loss: 0.0311767 | Time: 3282.21 ms [2021-01-10 15:20:28 main:574] : INFO : Epoch 1793 | loss: 0.0311748 | val_loss: 0.031178 | Time: 3299.14 ms [2021-01-10 15:20:31 main:574] : INFO : Epoch 1794 | loss: 0.0311757 | val_loss: 0.0311774 | Time: 3280.11 ms [2021-01-10 15:20:34 main:574] : INFO : Epoch 1795 | loss: 0.0311764 | val_loss: 0.0311842 | Time: 3280.21 ms [2021-01-10 15:20:38 main:574] : INFO : Epoch 1796 | loss: 0.0311749 | val_loss: 0.031176 | Time: 3264.2 ms [2021-01-10 15:20:41 main:574] : INFO : Epoch 1797 | loss: 0.0311741 | val_loss: 0.0311767 | Time: 3278.38 ms [2021-01-10 15:20:44 main:574] : INFO : Epoch 1798 | loss: 0.0311744 | val_loss: 0.0311796 | Time: 3279.81 ms [2021-01-10 15:20:47 main:574] : INFO : Epoch 1799 | loss: 0.031174 | val_loss: 0.031177 | Time: 3286.17 ms [2021-01-10 15:20:51 main:574] : INFO : Epoch 1800 | loss: 0.0311748 | val_loss: 0.0311779 | Time: 3260.74 ms [2021-01-10 15:20:54 main:574] : INFO : Epoch 1801 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 3296.31 ms [2021-01-10 15:20:57 main:574] : INFO : Epoch 1802 | loss: 0.0311803 | val_loss: 0.0311831 | Time: 3289.26 ms [2021-01-10 15:21:01 main:574] : INFO : Epoch 1803 | loss: 0.0311793 | val_loss: 0.0311783 | Time: 3284.32 ms [2021-01-10 15:21:04 main:574] : INFO : Epoch 1804 | loss: 0.0311767 | val_loss: 0.0311793 | Time: 3301.92 ms [2021-01-10 15:21:07 main:574] : INFO : Epoch 1805 | loss: 0.0311757 | val_loss: 0.0311777 | Time: 3258.43 ms [2021-01-10 15:21:11 main:574] : INFO : Epoch 1806 | loss: 0.0311765 | val_loss: 0.0311814 | Time: 3274.84 ms [2021-01-10 15:21:14 main:574] : INFO : Epoch 1807 | loss: 0.0311778 | val_loss: 0.0311771 | Time: 3280.95 ms [2021-01-10 15:21:17 main:574] : INFO : Epoch 1808 | loss: 0.0311751 | val_loss: 0.0311778 | Time: 3277.78 ms [2021-01-10 15:21:20 main:574] : INFO : Epoch 1809 | loss: 0.0311761 | val_loss: 0.031182 | Time: 3281.34 ms [2021-01-10 15:21:24 main:574] : INFO : Epoch 1810 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 3276.66 ms [2021-01-10 15:21:27 main:574] : INFO : Epoch 1811 | loss: 0.0311791 | val_loss: 0.0311782 | Time: 3290.6 ms [2021-01-10 15:21:30 main:574] : INFO : Epoch 1812 | loss: 0.0311768 | val_loss: 0.0311794 | Time: 3271.6 ms [2021-01-10 15:21:34 main:574] : INFO : Epoch 1813 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 3270.77 ms [2021-01-10 15:21:37 main:574] : INFO : Epoch 1814 | loss: 0.0311773 | val_loss: 0.03118 | Time: 3285.44 ms [2021-01-10 15:21:40 main:574] : INFO : Epoch 1815 | loss: 0.031177 | val_loss: 0.0311805 | Time: 3281.37 ms [2021-01-10 15:21:44 main:574] : INFO : Epoch 1816 | loss: 0.0311767 | val_loss: 0.0311796 | Time: 3280.14 ms [2021-01-10 15:21:47 main:574] : INFO : Epoch 1817 | loss: 0.0311765 | val_loss: 0.0311786 | Time: 3274.74 ms [2021-01-10 15:21:50 main:574] : INFO : Epoch 1818 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 3270.2 ms [2021-01-10 15:21:53 main:574] : INFO : Epoch 1819 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 3254.21 ms [2021-01-10 15:21:57 main:574] : INFO : Epoch 1820 | loss: 0.0311779 | val_loss: 0.0311833 | Time: 3274.29 ms [2021-01-10 15:22:00 main:574] : INFO : Epoch 1821 | loss: 0.0311793 | val_loss: 0.0311771 | Time: 3277.64 ms [2021-01-10 15:22:03 main:574] : INFO : Epoch 1822 | loss: 0.0311777 | val_loss: 0.0311773 | Time: 3282.01 ms [2021-01-10 15:22:07 main:574] : INFO : Epoch 1823 | loss: 0.0311795 | val_loss: 0.031183 | Time: 3283.7 ms [2021-01-10 15:22:10 main:574] : INFO : Epoch 1824 | loss: 0.0311798 | val_loss: 0.0311786 | Time: 3291.95 ms [2021-01-10 15:22:13 main:574] : INFO : Epoch 1825 | loss: 0.0311787 | val_loss: 0.031178 | Time: 3269.96 ms [2021-01-10 15:22:17 main:574] : INFO : Epoch 1826 | loss: 0.0311782 | val_loss: 0.0311784 | Time: 3269.12 ms [2021-01-10 15:22:20 main:574] : INFO : Epoch 1827 | loss: 0.031181 | val_loss: 0.0311794 | Time: 3293.28 ms [2021-01-10 15:22:23 main:574] : INFO : Epoch 1828 | loss: 0.0311785 | val_loss: 0.0311796 | Time: 3271.46 ms [2021-01-10 15:22:26 main:574] : INFO : Epoch 1829 | loss: 0.031179 | val_loss: 0.0311801 | Time: 3277.49 ms [2021-01-10 15:22:30 main:574] : INFO : Epoch 1830 | loss: 0.0311807 | val_loss: 0.0311816 | Time: 3307.56 ms [2021-01-10 15:22:33 main:574] : INFO : Epoch 1831 | loss: 0.0311793 | val_loss: 0.031179 | Time: 3311.29 ms [2021-01-10 15:22:36 main:574] : INFO : Epoch 1832 | loss: 0.0311794 | val_loss: 0.0311807 | Time: 3290.56 ms [2021-01-10 15:22:40 main:574] : INFO : Epoch 1833 | loss: 0.0311783 | val_loss: 0.0311768 | Time: 3285.29 ms [2021-01-10 15:22:43 main:574] : INFO : Epoch 1834 | loss: 0.0311794 | val_loss: 0.031183 | Time: 3273.11 ms [2021-01-10 15:22:46 main:574] : INFO : Epoch 1835 | loss: 0.0311808 | val_loss: 0.0311787 | Time: 3285.78 ms [2021-01-10 15:22:50 main:574] : INFO : Epoch 1836 | loss: 0.0311771 | val_loss: 0.0311763 | Time: 3262.48 ms [2021-01-10 15:22:53 main:574] : INFO : Epoch 1837 | loss: 0.0311767 | val_loss: 0.0311765 | Time: 3291.14 ms [2021-01-10 15:22:56 main:574] : INFO : Epoch 1838 | loss: 0.0311765 | val_loss: 0.0311759 | Time: 3279.52 ms [2021-01-10 15:23:00 main:574] : INFO : Epoch 1839 | loss: 0.0311767 | val_loss: 0.0311757 | Time: 3300.73 ms [2021-01-10 15:23:03 main:574] : INFO : Epoch 1840 | loss: 0.0311766 | val_loss: 0.0311783 | Time: 3276.9 ms [2021-01-10 15:23:06 main:574] : INFO : Epoch 1841 | loss: 0.0311771 | val_loss: 0.0311771 | Time: 3289.06 ms [2021-01-10 15:23:09 main:574] : INFO : Epoch 1842 | loss: 0.0311764 | val_loss: 0.0311775 | Time: 3255.23 ms [2021-01-10 15:23:13 main:574] : INFO : Epoch 1843 | loss: 0.0311762 | val_loss: 0.0311761 | Time: 3269.31 ms [2021-01-10 15:23:16 main:574] : INFO : Epoch 1844 | loss: 0.031175 | val_loss: 0.0311786 | Time: 3275.68 ms [2021-01-10 15:23:19 main:574] : INFO : Epoch 1845 | loss: 0.0311759 | val_loss: 0.0311774 | Time: 3284.49 ms [2021-01-10 15:23:23 main:574] : INFO : Epoch 1846 | loss: 0.0311754 | val_loss: 0.0311759 | Time: 3284.74 ms [2021-01-10 15:23:26 main:574] : INFO : Epoch 1847 | loss: 0.0311751 | val_loss: 0.0311758 | Time: 3295.02 ms [2021-01-10 15:23:29 main:574] : INFO : Epoch 1848 | loss: 0.0311744 | val_loss: 0.0311761 | Time: 3276.41 ms [2021-01-10 15:23:33 main:574] : INFO : Epoch 1849 | loss: 0.031175 | val_loss: 0.031177 | Time: 3287.84 ms [2021-01-10 15:23:36 main:574] : INFO : Epoch 1850 | loss: 0.0311758 | val_loss: 0.0311778 | Time: 3285.72 ms [2021-01-10 15:23:39 main:574] : INFO : Epoch 1851 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 3275.21 ms [2021-01-10 15:23:43 main:574] : INFO : Epoch 1852 | loss: 0.0311754 | val_loss: 0.0311761 | Time: 3282.15 ms [2021-01-10 15:23:46 main:574] : INFO : Epoch 1853 | loss: 0.0311747 | val_loss: 0.0311767 | Time: 3279.7 ms [2021-01-10 15:23:49 main:574] : INFO : Epoch 1854 | loss: 0.031175 | val_loss: 0.0311756 | Time: 3286.65 ms [2021-01-10 15:23:52 main:574] : INFO : Epoch 1855 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 3292.65 ms [2021-01-10 15:23:56 main:574] : INFO : Epoch 1856 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 3276.51 ms [2021-01-10 15:23:59 main:574] : INFO : Epoch 1857 | loss: 0.0311739 | val_loss: 0.0311757 | Time: 3282.78 ms [2021-01-10 15:24:02 main:574] : INFO : Epoch 1858 | loss: 0.0311734 | val_loss: 0.0311756 | Time: 3270.91 ms [2021-01-10 15:24:06 main:574] : INFO : Epoch 1859 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 3278.48 ms [2021-01-10 15:24:09 main:574] : INFO : Epoch 1860 | loss: 0.0311732 | val_loss: 0.0311756 | Time: 3262.74 ms [2021-01-10 15:24:12 main:574] : INFO : Epoch 1861 | loss: 0.0311732 | val_loss: 0.031177 | Time: 3284.1 ms [2021-01-10 15:24:16 main:574] : INFO : Epoch 1862 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 3263.21 ms [2021-01-10 15:24:19 main:574] : INFO : Epoch 1863 | loss: 0.0311741 | val_loss: 0.0311789 | Time: 3291.65 ms [2021-01-10 15:24:22 main:574] : INFO : Epoch 1864 | loss: 0.0311752 | val_loss: 0.0311784 | Time: 3276.79 ms [2021-01-10 15:24:25 main:574] : INFO : Epoch 1865 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 3274.63 ms [2021-01-10 15:24:29 main:574] : INFO : Epoch 1866 | loss: 0.031174 | val_loss: 0.0311767 | Time: 3270.36 ms [2021-01-10 15:24:32 main:574] : INFO : Epoch 1867 | loss: 0.0311724 | val_loss: 0.0311759 | Time: 3274.07 ms [2021-01-10 15:24:35 main:574] : INFO : Epoch 1868 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 3273.25 ms [2021-01-10 15:24:39 main:574] : INFO : Epoch 1869 | loss: 0.0311725 | val_loss: 0.0311756 | Time: 3279.21 ms [2021-01-10 15:24:42 main:574] : INFO : Epoch 1870 | loss: 0.0311735 | val_loss: 0.0311776 | Time: 3286.45 ms [2021-01-10 15:24:45 main:574] : INFO : Epoch 1871 | loss: 0.0311734 | val_loss: 0.0311753 | Time: 3273.98 ms [2021-01-10 15:24:49 main:574] : INFO : Epoch 1872 | loss: 0.0311739 | val_loss: 0.0311761 | Time: 3267.97 ms [2021-01-10 15:24:52 main:574] : INFO : Epoch 1873 | loss: 0.0311742 | val_loss: 0.0311768 | Time: 3280.25 ms [2021-01-10 15:24:55 main:574] : INFO : Epoch 1874 | loss: 0.0311743 | val_loss: 0.0311764 | Time: 3278.54 ms [2021-01-10 15:24:58 main:574] : INFO : Epoch 1875 | loss: 0.0311747 | val_loss: 0.0311767 | Time: 3266.71 ms [2021-01-10 15:25:02 main:574] : INFO : Epoch 1876 | loss: 0.0311743 | val_loss: 0.0311763 | Time: 3277.13 ms [2021-01-10 15:25:05 main:574] : INFO : Epoch 1877 | loss: 0.0311744 | val_loss: 0.0311766 | Time: 3289.75 ms [2021-01-10 15:25:08 main:574] : INFO : Epoch 1878 | loss: 0.0311736 | val_loss: 0.0311781 | Time: 3279.28 ms [2021-01-10 15:25:12 main:574] : INFO : Epoch 1879 | loss: 0.0311732 | val_loss: 0.0311766 | Time: 3282.92 ms [2021-01-10 15:25:15 main:574] : INFO : Epoch 1880 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 3259.22 ms [2021-01-10 15:25:18 main:574] : INFO : Epoch 1881 | loss: 0.0311751 | val_loss: 0.0311776 | Time: 3302.08 ms [2021-01-10 15:25:22 main:574] : INFO : Epoch 1882 | loss: 0.0311733 | val_loss: 0.0311765 | Time: 3275.58 ms [2021-01-10 15:25:25 main:574] : INFO : Epoch 1883 | loss: 0.0311727 | val_loss: 0.0311764 | Time: 3293.04 ms [2021-01-10 15:25:28 main:574] : INFO : Epoch 1884 | loss: 0.0311757 | val_loss: 0.0311939 | Time: 3277.68 ms [2021-01-10 15:25:32 main:574] : INFO : Epoch 1885 | loss: 0.0311782 | val_loss: 0.0311777 | Time: 3302.02 ms [2021-01-10 15:25:35 main:574] : INFO : Epoch 1886 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 3280.85 ms [2021-01-10 15:25:38 main:574] : INFO : Epoch 1887 | loss: 0.0311732 | val_loss: 0.0311767 | Time: 3278.92 ms [2021-01-10 15:25:41 main:574] : INFO : Epoch 1888 | loss: 0.0311738 | val_loss: 0.0311786 | Time: 3285.64 ms [2021-01-10 15:25:45 main:574] : INFO : Epoch 1889 | loss: 0.0311755 | val_loss: 0.0311776 | Time: 3286.64 ms [2021-01-10 15:25:48 main:574] : INFO : Epoch 1890 | loss: 0.0311759 | val_loss: 0.0311772 | Time: 3246.6 ms [2021-01-10 15:25:51 main:574] : INFO : Epoch 1891 | loss: 0.0311759 | val_loss: 0.03118 | Time: 3293.83 ms [2021-01-10 15:25:55 main:574] : INFO : Epoch 1892 | loss: 0.0311741 | val_loss: 0.03118 | Time: 3273.97 ms [2021-01-10 15:25:58 main:574] : INFO : Epoch 1893 | loss: 0.0311746 | val_loss: 0.0311768 | Time: 3285.73 ms [2021-01-10 15:26:01 main:574] : INFO : Epoch 1894 | loss: 0.0311737 | val_loss: 0.0311775 | Time: 3285.23 ms [2021-01-10 15:26:05 main:574] : INFO : Epoch 1895 | loss: 0.0311741 | val_loss: 0.0311773 | Time: 3281.46 ms [2021-01-10 15:26:08 main:574] : INFO : Epoch 1896 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 3273.95 ms [2021-01-10 15:26:11 main:574] : INFO : Epoch 1897 | loss: 0.031173 | val_loss: 0.0311808 | Time: 3285.73 ms [2021-01-10 15:26:14 main:574] : INFO : Epoch 1898 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 3278.63 ms [2021-01-10 15:26:18 main:574] : INFO : Epoch 1899 | loss: 0.0311728 | val_loss: 0.0311802 | Time: 3274.41 ms [2021-01-10 15:26:21 main:574] : INFO : Epoch 1900 | loss: 0.0311741 | val_loss: 0.0311781 | Time: 3263.29 ms [2021-01-10 15:26:24 main:574] : INFO : Epoch 1901 | loss: 0.0311733 | val_loss: 0.0311772 | Time: 3287.86 ms [2021-01-10 15:26:28 main:574] : INFO : Epoch 1902 | loss: 0.031173 | val_loss: 0.0311778 | Time: 3268.92 ms [2021-01-10 15:26:31 main:574] : INFO : Epoch 1903 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 3280.3 ms [2021-01-10 15:26:34 main:574] : INFO : Epoch 1904 | loss: 0.0311729 | val_loss: 0.0311761 | Time: 3264.79 ms [2021-01-10 15:26:38 main:574] : INFO : Epoch 1905 | loss: 0.0311731 | val_loss: 0.0311767 | Time: 3275.47 ms [2021-01-10 15:26:41 main:574] : INFO : Epoch 1906 | loss: 0.0311727 | val_loss: 0.0311789 | Time: 3269.65 ms [2021-01-10 15:26:44 main:574] : INFO : Epoch 1907 | loss: 0.0311742 | val_loss: 0.0311777 | Time: 3278.4 ms [2021-01-10 15:26:47 main:574] : INFO : Epoch 1908 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 3270.33 ms [2021-01-10 15:26:51 main:574] : INFO : Epoch 1909 | loss: 0.0311756 | val_loss: 0.0311814 | Time: 3286.35 ms [2021-01-10 15:26:54 main:574] : INFO : Epoch 1910 | loss: 0.0311762 | val_loss: 0.0311788 | Time: 3270.9 ms [2021-01-10 15:26:57 main:574] : INFO : Epoch 1911 | loss: 0.031175 | val_loss: 0.0311772 | Time: 3276.14 ms [2021-01-10 15:27:01 main:574] : INFO : Epoch 1912 | loss: 0.0311744 | val_loss: 0.0311783 | Time: 3252.37 ms [2021-01-10 15:27:04 main:574] : INFO : Epoch 1913 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 3265.18 ms [2021-01-10 15:27:07 main:574] : INFO : Epoch 1914 | loss: 0.0311763 | val_loss: 0.0311795 | Time: 3284.69 ms [2021-01-10 15:27:10 main:574] : INFO : Epoch 1915 | loss: 0.0311759 | val_loss: 0.0311766 | Time: 3269.83 ms [2021-01-10 15:27:14 main:574] : INFO : Epoch 1916 | loss: 0.0311746 | val_loss: 0.0311764 | Time: 3271.43 ms [2021-01-10 15:27:17 main:574] : INFO : Epoch 1917 | loss: 0.031174 | val_loss: 0.031177 | Time: 3300.44 ms [2021-01-10 15:27:20 main:574] : INFO : Epoch 1918 | loss: 0.0311734 | val_loss: 0.0311782 | Time: 3280.96 ms [2021-01-10 15:27:24 main:574] : INFO : Epoch 1919 | loss: 0.0311736 | val_loss: 0.0311768 | Time: 3281.15 ms [2021-01-10 15:27:27 main:574] : INFO : Epoch 1920 | loss: 0.0311738 | val_loss: 0.0311774 | Time: 3277.37 ms [2021-01-10 15:27:30 main:574] : INFO : Epoch 1921 | loss: 0.0311736 | val_loss: 0.0311788 | Time: 3306.29 ms [2021-01-10 15:27:34 main:574] : INFO : Epoch 1922 | loss: 0.031174 | val_loss: 0.031177 | Time: 3268.58 ms [2021-01-10 15:27:37 main:574] : INFO : Epoch 1923 | loss: 0.031173 | val_loss: 0.0311773 | Time: 3289.99 ms [2021-01-10 15:27:40 main:574] : INFO : Epoch 1924 | loss: 0.0311733 | val_loss: 0.0311768 | Time: 3270.62 ms [2021-01-10 15:27:44 main:574] : INFO : Epoch 1925 | loss: 0.0311734 | val_loss: 0.0311777 | Time: 3265.34 ms [2021-01-10 15:27:47 main:574] : INFO : Epoch 1926 | loss: 0.0311727 | val_loss: 0.0311766 | Time: 3278.98 ms [2021-01-10 15:27:50 main:574] : INFO : Epoch 1927 | loss: 0.0311729 | val_loss: 0.031178 | Time: 3289.97 ms [2021-01-10 15:27:53 main:574] : INFO : Epoch 1928 | loss: 0.0311727 | val_loss: 0.0311796 | Time: 3260.31 ms [2021-01-10 15:27:57 main:574] : INFO : Epoch 1929 | loss: 0.0311739 | val_loss: 0.0311815 | Time: 3273.22 ms [2021-01-10 15:28:00 main:574] : INFO : Epoch 1930 | loss: 0.0311743 | val_loss: 0.031179 | Time: 3267.69 ms [2021-01-10 15:28:03 main:574] : INFO : Epoch 1931 | loss: 0.031174 | val_loss: 0.0311811 | Time: 3272.81 ms [2021-01-10 15:28:07 main:574] : INFO : Epoch 1932 | loss: 0.0311728 | val_loss: 0.0311788 | Time: 3272.64 ms [2021-01-10 15:28:10 main:574] : INFO : Epoch 1933 | loss: 0.0311733 | val_loss: 0.0311787 | Time: 3275.9 ms [2021-01-10 15:28:13 main:574] : INFO : Epoch 1934 | loss: 0.0311723 | val_loss: 0.0311783 | Time: 3292.18 ms [2021-01-10 15:28:17 main:574] : INFO : Epoch 1935 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 3293.27 ms [2021-01-10 15:28:20 main:574] : INFO : Epoch 1936 | loss: 0.0311722 | val_loss: 0.0311791 | Time: 3280.85 ms [2021-01-10 15:28:23 main:574] : INFO : Epoch 1937 | loss: 0.0311727 | val_loss: 0.031176 | Time: 3284.68 ms [2021-01-10 15:28:26 main:574] : INFO : Epoch 1938 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 3267.13 ms [2021-01-10 15:28:30 main:574] : INFO : Epoch 1939 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 3278.77 ms [2021-01-10 15:28:33 main:574] : INFO : Epoch 1940 | loss: 0.0311735 | val_loss: 0.0311761 | Time: 3279.21 ms [2021-01-10 15:28:36 main:574] : INFO : Epoch 1941 | loss: 0.0311734 | val_loss: 0.031176 | Time: 3282.1 ms [2021-01-10 15:28:40 main:574] : INFO : Epoch 1942 | loss: 0.031173 | val_loss: 0.0311758 | Time: 3287.34 ms [2021-01-10 15:28:43 main:574] : INFO : Epoch 1943 | loss: 0.0311767 | val_loss: 0.031183 | Time: 3286.82 ms [2021-01-10 15:28:46 main:574] : INFO : Epoch 1944 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 3282.06 ms [2021-01-10 15:28:50 main:574] : INFO : Epoch 1945 | loss: 0.0311794 | val_loss: 0.0311814 | Time: 3286.29 ms [2021-01-10 15:28:53 main:574] : INFO : Epoch 1946 | loss: 0.0311788 | val_loss: 0.0311785 | Time: 3275.08 ms [2021-01-10 15:28:56 main:574] : INFO : Epoch 1947 | loss: 0.0311772 | val_loss: 0.0311767 | Time: 3280.26 ms [2021-01-10 15:29:00 main:574] : INFO : Epoch 1948 | loss: 0.0311778 | val_loss: 0.0311782 | Time: 3289.04 ms [2021-01-10 15:29:03 main:574] : INFO : Epoch 1949 | loss: 0.0311787 | val_loss: 0.0311791 | Time: 3287.25 ms [2021-01-10 15:29:06 main:574] : INFO : Epoch 1950 | loss: 0.0311766 | val_loss: 0.0311772 | Time: 3273.81 ms [2021-01-10 15:29:09 main:574] : INFO : Epoch 1951 | loss: 0.0311757 | val_loss: 0.0311814 | Time: 3274.34 ms [2021-01-10 15:29:13 main:574] : INFO : Epoch 1952 | loss: 0.0311762 | val_loss: 0.0311773 | Time: 3270.13 ms [2021-01-10 15:29:16 main:574] : INFO : Epoch 1953 | loss: 0.0311766 | val_loss: 0.0311765 | Time: 3286.79 ms [2021-01-10 15:29:19 main:574] : INFO : Epoch 1954 | loss: 0.0311765 | val_loss: 0.0311781 | Time: 3277.85 ms [2021-01-10 15:29:23 main:574] : INFO : Epoch 1955 | loss: 0.0311759 | val_loss: 0.0311783 | Time: 3284.06 ms [2021-01-10 15:29:26 main:574] : INFO : Epoch 1956 | loss: 0.031175 | val_loss: 0.0311755 | Time: 3261 ms [2021-01-10 15:29:29 main:574] : INFO : Epoch 1957 | loss: 0.0311753 | val_loss: 0.0311762 | Time: 3292.1 ms [2021-01-10 15:29:33 main:574] : INFO : Epoch 1958 | loss: 0.0311746 | val_loss: 0.031177 | Time: 3278.69 ms [2021-01-10 15:29:36 main:574] : INFO : Epoch 1959 | loss: 0.0311743 | val_loss: 0.0311767 | Time: 3265.88 ms [2021-01-10 15:29:39 main:574] : INFO : Epoch 1960 | loss: 0.0311739 | val_loss: 0.0311778 | Time: 3273.77 ms [2021-01-10 15:29:42 main:574] : INFO : Epoch 1961 | loss: 0.0311749 | val_loss: 0.0311765 | Time: 3277.65 ms [2021-01-10 15:29:46 main:574] : INFO : Epoch 1962 | loss: 0.0311764 | val_loss: 0.0311789 | Time: 3293.43 ms [2021-01-10 15:29:49 main:574] : INFO : Epoch 1963 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 3280.48 ms [2021-01-10 15:29:52 main:574] : INFO : Epoch 1964 | loss: 0.0311757 | val_loss: 0.0311775 | Time: 3271.81 ms [2021-01-10 15:29:56 main:574] : INFO : Epoch 1965 | loss: 0.0311754 | val_loss: 0.0311771 | Time: 3297.54 ms [2021-01-10 15:29:59 main:574] : INFO : Epoch 1966 | loss: 0.0311752 | val_loss: 0.0311774 | Time: 3272.72 ms [2021-01-10 15:30:02 main:574] : INFO : Epoch 1967 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 3289.67 ms [2021-01-10 15:30:06 main:574] : INFO : Epoch 1968 | loss: 0.0311737 | val_loss: 0.0311776 | Time: 3271.21 ms [2021-01-10 15:30:09 main:574] : INFO : Epoch 1969 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 3278.41 ms [2021-01-10 15:30:12 main:574] : INFO : Epoch 1970 | loss: 0.0311753 | val_loss: 0.0311817 | Time: 3288.48 ms [2021-01-10 15:30:16 main:574] : INFO : Epoch 1971 | loss: 0.0311764 | val_loss: 0.0311824 | Time: 3294.82 ms [2021-01-10 15:30:19 main:574] : INFO : Epoch 1972 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 3283.79 ms [2021-01-10 15:30:22 main:574] : INFO : Epoch 1973 | loss: 0.0311753 | val_loss: 0.0311808 | Time: 3270.38 ms [2021-01-10 15:30:25 main:574] : INFO : Epoch 1974 | loss: 0.0311746 | val_loss: 0.0311803 | Time: 3270.55 ms [2021-01-10 15:30:29 main:574] : INFO : Epoch 1975 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 3269.67 ms [2021-01-10 15:30:32 main:574] : INFO : Epoch 1976 | loss: 0.0311752 | val_loss: 0.0311771 | Time: 3271.52 ms [2021-01-10 15:30:35 main:574] : INFO : Epoch 1977 | loss: 0.031176 | val_loss: 0.0311775 | Time: 3291.14 ms [2021-01-10 15:30:39 main:574] : INFO : Epoch 1978 | loss: 0.0311764 | val_loss: 0.0311778 | Time: 3285.45 ms [2021-01-10 15:30:42 main:574] : INFO : Epoch 1979 | loss: 0.031176 | val_loss: 0.0311773 | Time: 3291.12 ms [2021-01-10 15:30:45 main:574] : INFO : Epoch 1980 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 3300.12 ms [2021-01-10 15:30:49 main:574] : INFO : Epoch 1981 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 3276.14 ms [2021-01-10 15:30:52 main:574] : INFO : Epoch 1982 | loss: 0.0311745 | val_loss: 0.0311773 | Time: 3274.09 ms [2021-01-10 15:30:55 main:574] : INFO : Epoch 1983 | loss: 0.0311757 | val_loss: 0.0311758 | Time: 3284.33 ms [2021-01-10 15:30:58 main:574] : INFO : Epoch 1984 | loss: 0.0311745 | val_loss: 0.0311753 | Time: 3279.42 ms [2021-01-10 15:31:02 main:574] : INFO : Epoch 1985 | loss: 0.0311743 | val_loss: 0.0311774 | Time: 3300.76 ms [2021-01-10 15:31:05 main:574] : INFO : Epoch 1986 | loss: 0.0311738 | val_loss: 0.031176 | Time: 3271.15 ms [2021-01-10 15:31:08 main:574] : INFO : Epoch 1987 | loss: 0.0311735 | val_loss: 0.031177 | Time: 3285.55 ms [2021-01-10 15:31:12 main:574] : INFO : Epoch 1988 | loss: 0.0311747 | val_loss: 0.0311758 | Time: 3262.08 ms [2021-01-10 15:31:15 main:574] : INFO : Epoch 1989 | loss: 0.0311773 | val_loss: 0.0311767 | Time: 3293.31 ms [2021-01-10 15:31:18 main:574] : INFO : Epoch 1990 | loss: 0.0311735 | val_loss: 0.0311759 | Time: 3268.78 ms [2021-01-10 15:31:22 main:574] : INFO : Epoch 1991 | loss: 0.0311744 | val_loss: 0.0311763 | Time: 3290.42 ms [2021-01-10 15:31:25 main:574] : INFO : Epoch 1992 | loss: 0.0311763 | val_loss: 0.0311828 | Time: 3266.94 ms [2021-01-10 15:31:28 main:574] : INFO : Epoch 1993 | loss: 0.0311837 | val_loss: 0.0311925 | Time: 3283.2 ms [2021-01-10 15:31:32 main:574] : INFO : Epoch 1994 | loss: 0.0311836 | val_loss: 0.0311784 | Time: 3284.23 ms [2021-01-10 15:31:35 main:574] : INFO : Epoch 1995 | loss: 0.0311743 | val_loss: 0.0311757 | Time: 3277.43 ms [2021-01-10 15:31:38 main:574] : INFO : Epoch 1996 | loss: 0.0311753 | val_loss: 0.0311768 | Time: 3266.23 ms [2021-01-10 15:31:41 main:574] : INFO : Epoch 1997 | loss: 0.0311767 | val_loss: 0.0311781 | Time: 3280.7 ms [2021-01-10 15:31:45 main:574] : INFO : Epoch 1998 | loss: 0.0311763 | val_loss: 0.0311767 | Time: 3276.45 ms [2021-01-10 15:31:48 main:574] : INFO : Epoch 1999 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 3280.27 ms [2021-01-10 15:31:51 main:574] : INFO : Epoch 2000 | loss: 0.0311751 | val_loss: 0.0311788 | Time: 3264.18 ms [2021-01-10 15:31:55 main:574] : INFO : Epoch 2001 | loss: 0.031175 | val_loss: 0.0311767 | Time: 3277.79 ms [2021-01-10 15:31:58 main:574] : INFO : Epoch 2002 | loss: 0.0311753 | val_loss: 0.0311763 | Time: 3281.72 ms [2021-01-10 15:32:01 main:574] : INFO : Epoch 2003 | loss: 0.0311743 | val_loss: 0.0311748 | Time: 3291.61 ms [2021-01-10 15:32:05 main:574] : INFO : Epoch 2004 | loss: 0.0311742 | val_loss: 0.0311756 | Time: 3287.41 ms [2021-01-10 15:32:08 main:574] : INFO : Epoch 2005 | loss: 0.0311736 | val_loss: 0.031175 | Time: 3273.15 ms [2021-01-10 15:32:11 main:574] : INFO : Epoch 2006 | loss: 0.0311748 | val_loss: 0.0311775 | Time: 3274.11 ms [2021-01-10 15:32:14 main:574] : INFO : Epoch 2007 | loss: 0.0311762 | val_loss: 0.0311785 | Time: 3270.61 ms [2021-01-10 15:32:18 main:574] : INFO : Epoch 2008 | loss: 0.0311764 | val_loss: 0.0311794 | Time: 3290.08 ms [2021-01-10 15:32:21 main:574] : INFO : Epoch 2009 | loss: 0.0311771 | val_loss: 0.031175 | Time: 3276.2 ms [2021-01-10 15:32:24 main:574] : INFO : Epoch 2010 | loss: 0.0311744 | val_loss: 0.0311751 | Time: 3270.76 ms [2021-01-10 15:32:28 main:574] : INFO : Epoch 2011 | loss: 0.0311738 | val_loss: 0.0311758 | Time: 3293.4 ms [2021-01-10 15:32:31 main:574] : INFO : Epoch 2012 | loss: 0.0311743 | val_loss: 0.031176 | Time: 3276.98 ms [2021-01-10 15:32:34 main:574] : INFO : Epoch 2013 | loss: 0.0311739 | val_loss: 0.0311754 | Time: 3284.94 ms [2021-01-10 15:32:38 main:574] : INFO : Epoch 2014 | loss: 0.031174 | val_loss: 0.0311808 | Time: 3273.21 ms [2021-01-10 15:32:41 main:574] : INFO : Epoch 2015 | loss: 0.0311745 | val_loss: 0.0311786 | Time: 3273.07 ms [2021-01-10 15:32:44 main:574] : INFO : Epoch 2016 | loss: 0.031174 | val_loss: 0.0311762 | Time: 3268.49 ms [2021-01-10 15:32:47 main:574] : INFO : Epoch 2017 | loss: 0.0311732 | val_loss: 0.031177 | Time: 3285.52 ms [2021-01-10 15:32:51 main:574] : INFO : Epoch 2018 | loss: 0.0311734 | val_loss: 0.0311759 | Time: 3285.73 ms [2021-01-10 15:32:54 main:574] : INFO : Epoch 2019 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 3291.02 ms [2021-01-10 15:32:57 main:574] : INFO : Epoch 2020 | loss: 0.0311732 | val_loss: 0.0311756 | Time: 3273.77 ms [2021-01-10 15:33:01 main:574] : INFO : Epoch 2021 | loss: 0.0311729 | val_loss: 0.0311751 | Time: 3300.78 ms [2021-01-10 15:33:04 main:574] : INFO : Epoch 2022 | loss: 0.0311726 | val_loss: 0.0311755 | Time: 3276.1 ms [2021-01-10 15:33:07 main:574] : INFO : Epoch 2023 | loss: 0.0311732 | val_loss: 0.0311756 | Time: 3264.05 ms [2021-01-10 15:33:11 main:574] : INFO : Epoch 2024 | loss: 0.0311737 | val_loss: 0.0311755 | Time: 3273.04 ms [2021-01-10 15:33:14 main:574] : INFO : Epoch 2025 | loss: 0.031173 | val_loss: 0.0311773 | Time: 3284.36 ms [2021-01-10 15:33:17 main:574] : INFO : Epoch 2026 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 3288.54 ms [2021-01-10 15:33:21 main:574] : INFO : Epoch 2027 | loss: 0.0311738 | val_loss: 0.0311759 | Time: 3285.53 ms [2021-01-10 15:33:24 main:574] : INFO : Epoch 2028 | loss: 0.0311735 | val_loss: 0.031176 | Time: 3280.31 ms [2021-01-10 15:33:27 main:574] : INFO : Epoch 2029 | loss: 0.0311738 | val_loss: 0.0311769 | Time: 3285.56 ms [2021-01-10 15:33:30 main:574] : INFO : Epoch 2030 | loss: 0.0311733 | val_loss: 0.0311758 | Time: 3259.11 ms [2021-01-10 15:33:34 main:574] : INFO : Epoch 2031 | loss: 0.0311734 | val_loss: 0.0311755 | Time: 3272.81 ms [2021-01-10 15:33:37 main:574] : INFO : Epoch 2032 | loss: 0.0311726 | val_loss: 0.0311758 | Time: 3289.35 ms [2021-01-10 15:33:40 main:574] : INFO : Epoch 2033 | loss: 0.0311732 | val_loss: 0.0311742 | Time: 3261.11 ms [2021-01-10 15:33:44 main:574] : INFO : Epoch 2034 | loss: 0.031175 | val_loss: 0.0311759 | Time: 3275.78 ms [2021-01-10 15:33:47 main:574] : INFO : Epoch 2035 | loss: 0.0311727 | val_loss: 0.0311756 | Time: 3271.12 ms [2021-01-10 15:33:50 main:574] : INFO : Epoch 2036 | loss: 0.0311724 | val_loss: 0.0311755 | Time: 3278.51 ms [2021-01-10 15:33:54 main:574] : INFO : Epoch 2037 | loss: 0.0311718 | val_loss: 0.0311749 | Time: 3278.59 ms [2021-01-10 15:33:57 main:574] : INFO : Epoch 2038 | loss: 0.0311716 | val_loss: 0.0311756 | Time: 3276.07 ms [2021-01-10 15:34:00 main:574] : INFO : Epoch 2039 | loss: 0.0311726 | val_loss: 0.0311743 | Time: 3283.78 ms [2021-01-10 15:34:03 main:574] : INFO : Epoch 2040 | loss: 0.0311742 | val_loss: 0.0311822 | Time: 3266.59 ms [2021-01-10 15:34:07 main:574] : INFO : Epoch 2041 | loss: 0.0311748 | val_loss: 0.0311746 | Time: 3281.37 ms [2021-01-10 15:34:10 main:574] : INFO : Epoch 2042 | loss: 0.0311722 | val_loss: 0.0311744 | Time: 3288.23 ms [2021-01-10 15:34:13 main:574] : INFO : Epoch 2043 | loss: 0.0311737 | val_loss: 0.0311801 | Time: 3302.76 ms [2021-01-10 15:34:17 main:574] : INFO : Epoch 2044 | loss: 0.0311751 | val_loss: 0.0311762 | Time: 3276.03 ms [2021-01-10 15:34:20 main:574] : INFO : Epoch 2045 | loss: 0.0311756 | val_loss: 0.0311747 | Time: 3277.49 ms [2021-01-10 15:34:23 main:574] : INFO : Epoch 2046 | loss: 0.0311771 | val_loss: 0.0311776 | Time: 3259.78 ms [2021-01-10 15:34:27 main:574] : INFO : Epoch 2047 | loss: 0.0311741 | val_loss: 0.0311749 | Time: 3302.73 ms [2021-01-10 15:34:30 main:574] : INFO : Epoch 2048 | loss: 0.0311737 | val_loss: 0.0311745 | Time: 3279.53 ms [2021-01-10 15:34:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311745 [2021-01-10 15:34:30 main:603] : INFO : Saving end state to config to file [2021-01-10 15:34:30 main:608] : INFO : Success, exiting.. 15:34:30 (9444): 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)