Task 13546181
| Name | ParityModified-1647045256-28850-2-0_0 |
| Workunit | 10640952 |
| Created | 22 Mar 2022, 17:33:29 UTC |
| Sent | 30 Mar 2022, 15:12:11 UTC |
| Report deadline | 7 Apr 2022, 15:12:11 UTC |
| Received | 30 Mar 2022, 19:35:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19907 |
| Run time | 3 hours 19 min 18 sec |
| CPU time | 2 hours 55 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 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: 0.0311787 | val_loss: 0.031185 | Time: 4940.49 ms
[2022-03-30 13:51:49 main:574] : INFO : Epoch 1543 | loss: 0.0311787 | val_loss: 0.0311834 | Time: 4946.87 ms
[2022-03-30 13:51:54 main:574] : INFO : Epoch 1544 | loss: 0.0311781 | val_loss: 0.031184 | Time: 4871.82 ms
[2022-03-30 13:51:59 main:574] : INFO : Epoch 1545 | loss: 0.0311782 | val_loss: 0.031184 | Time: 4985.98 ms
[2022-03-30 13:52:04 main:574] : INFO : Epoch 1546 | loss: 0.0311787 | val_loss: 0.0311864 | Time: 5217.19 ms
[2022-03-30 13:52:09 main:574] : INFO : Epoch 1547 | loss: 0.0311792 | val_loss: 0.0311834 | Time: 4852.95 ms
[2022-03-30 13:52:14 main:574] : INFO : Epoch 1548 | loss: 0.0311785 | val_loss: 0.0311853 | Time: 4995.48 ms
[2022-03-30 13:52:19 main:574] : INFO : Epoch 1549 | loss: 0.0311802 | val_loss: 0.0311845 | Time: 4869.45 ms
[2022-03-30 13:52:24 main:574] : INFO : Epoch 1550 | loss: 0.0311803 | val_loss: 0.0311914 | Time: 5120.91 ms
[2022-03-30 13:52:29 main:574] : INFO : Epoch 1551 | loss: 0.0311818 | val_loss: 0.0311849 | Time: 4915.54 ms
[2022-03-30 13:52:34 main:574] : INFO : Epoch 1552 | loss: 0.0311776 | val_loss: 0.0311834 | Time: 5011.71 ms
[2022-03-30 13:52:39 main:574] : INFO : Epoch 1553 | loss: 0.0311773 | val_loss: 0.0311839 | Time: 5003.67 ms
[2022-03-30 13:52:44 main:574] : INFO : Epoch 1554 | loss: 0.031179 | val_loss: 0.0311832 | Time: 4876.08 ms
[2022-03-30 13:52:49 main:574] : INFO : Epoch 1555 | loss: 0.0311793 | val_loss: 0.0311825 | Time: 4903.1 ms
[2022-03-30 13:52:53 main:574] : INFO : Epoch 1556 | loss: 0.0311784 | val_loss: 0.0311829 | Time: 4944.4 ms
[2022-03-30 13:52:59 main:574] : INFO : Epoch 1557 | loss: 0.0311781 | val_loss: 0.0311819 | Time: 5135.38 ms
[2022-03-30 13:53:04 main:574] : INFO : Epoch 1558 | loss: 0.0311779 | val_loss: 0.0311837 | Time: 5537.35 ms
[2022-03-30 13:53:09 main:574] : INFO : Epoch 1559 | loss: 0.031179 | val_loss: 0.0311828 | Time: 4909.57 ms
[2022-03-30 13:53:14 main:574] : INFO : Epoch 1560 | loss: 0.0311787 | val_loss: 0.031183 | Time: 5070.74 ms
[2022-03-30 13:53:19 main:574] : INFO : Epoch 1561 | loss: 0.0311792 | val_loss: 0.0311822 | Time: 5052.44 ms
[2022-03-30 13:53:24 main:574] : INFO : Epoch 1562 | loss: 0.0311789 | val_loss: 0.0311828 | Time: 5148.89 ms
[2022-03-30 13:53:29 main:574] : INFO : Epoch 1563 | loss: 0.031178 | val_loss: 0.0311827 | Time: 4932.83 ms
[2022-03-30 13:53:34 main:574] : INFO : Epoch 1564 | loss: 0.0311784 | val_loss: 0.0311892 | Time: 5137.62 ms
[2022-03-30 13:53:39 main:574] : INFO : Epoch 1565 | loss: 0.0311794 | val_loss: 0.0311827 | Time: 4862.89 ms
[2022-03-30 13:53:44 main:574] : INFO : Epoch 1566 | loss: 0.0311784 | val_loss: 0.0311835 | Time: 4880.66 ms
[2022-03-30 13:53:49 main:574] : INFO : Epoch 1567 | loss: 0.0311779 | val_loss: 0.0311829 | Time: 4897.4 ms
[2022-03-30 13:53:54 main:574] : INFO : Epoch 1568 | loss: 0.0311782 | val_loss: 0.0311822 | Time: 5079.14 ms
[2022-03-30 13:53:59 main:574] : INFO : Epoch 1569 | loss: 0.0311773 | val_loss: 0.0311845 | Time: 4805.54 ms
[2022-03-30 13:54:04 main:574] : INFO : Epoch 1570 | loss: 0.0311791 | val_loss: 0.0311822 | Time: 4973.97 ms
[2022-03-30 13:54:09 main:574] : INFO : Epoch 1571 | loss: 0.0311772 | val_loss: 0.031183 | Time: 5081.53 ms
[2022-03-30 13:54:14 main:574] : INFO : Epoch 1572 | loss: 0.031178 | val_loss: 0.031182 | Time: 4919.33 ms
[2022-03-30 13:54:19 main:574] : INFO : Epoch 1573 | loss: 0.0311789 | val_loss: 0.0311817 | Time: 5113.66 ms
[2022-03-30 13:54:24 main:574] : INFO : Epoch 1574 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 5136.5 ms
[2022-03-30 13:54:29 main:574] : INFO : Epoch 1575 | loss: 0.0311768 | val_loss: 0.031181 | Time: 5102.91 ms
[2022-03-30 13:54:34 main:574] : INFO : Epoch 1576 | loss: 0.0311771 | val_loss: 0.031182 | Time: 5084.09 ms
[2022-03-30 13:54:40 main:574] : INFO : Epoch 1577 | loss: 0.0311782 | val_loss: 0.031181 | Time: 5217.27 ms
[2022-03-30 13:54:45 main:574] : INFO : Epoch 1578 | loss: 0.0311783 | val_loss: 0.0311811 | Time: 5218.9 ms
[2022-03-30 13:54:50 main:574] : INFO : Epoch 1579 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 4993.82 ms
[2022-03-30 13:54:55 main:574] : INFO : Epoch 1580 | loss: 0.0311766 | val_loss: 0.0311811 | Time: 5139.83 ms
[2022-03-30 13:55:00 main:574] : INFO : Epoch 1581 | loss: 0.0311781 | val_loss: 0.0311816 | Time: 5058.39 ms
[2022-03-30 13:55:05 main:574] : INFO : Epoch 1582 | loss: 0.0311793 | val_loss: 0.0311821 | Time: 4948.23 ms
[2022-03-30 13:55:10 main:574] : INFO : Epoch 1583 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 5106.29 ms
[2022-03-30 13:55:15 main:574] : INFO : Epoch 1584 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 4970.84 ms
[2022-03-30 13:55:20 main:574] : INFO : Epoch 1585 | loss: 0.0311775 | val_loss: 0.0311839 | Time: 4844.84 ms
[2022-03-30 13:55:25 main:574] : INFO : Epoch 1586 | loss: 0.031177 | val_loss: 0.0311871 | Time: 5066.67 ms
[2022-03-30 13:55:30 main:574] : INFO : Epoch 1587 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 4998.38 ms
[2022-03-30 13:55:35 main:574] : INFO : Epoch 1588 | loss: 0.031176 | val_loss: 0.0311822 | Time: 5146.53 ms
[2022-03-30 13:55:40 main:574] : INFO : Epoch 1589 | loss: 0.031176 | val_loss: 0.0311814 | Time: 4893.48 ms
[2022-03-30 13:55:45 main:574] : INFO : Epoch 1590 | loss: 0.031176 | val_loss: 0.0311813 | Time: 5116.18 ms
[2022-03-30 13:55:50 main:574] : INFO : Epoch 1591 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 4991.59 ms
[2022-03-30 13:55:55 main:574] : INFO : Epoch 1592 | loss: 0.0311762 | val_loss: 0.0311817 | Time: 5152.43 ms
[2022-03-30 13:56:00 main:574] : INFO : Epoch 1593 | loss: 0.031177 | val_loss: 0.0311838 | Time: 4987.45 ms
[2022-03-30 13:56:05 main:574] : INFO : Epoch 1594 | loss: 0.0311789 | val_loss: 0.0311815 | Time: 5076.14 ms
[2022-03-30 13:56:10 main:574] : INFO : Epoch 1595 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 4950.87 ms
[2022-03-30 13:56:15 main:574] : INFO : Epoch 1596 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 4945.17 ms
[2022-03-30 13:56:20 main:574] : INFO : Epoch 1597 | loss: 0.0311749 | val_loss: 0.0311824 | Time: 5022.14 ms
[2022-03-30 13:56:25 main:574] : INFO : Epoch 1598 | loss: 0.031176 | val_loss: 0.0311821 | Time: 5081.08 ms
[2022-03-30 13:56:30 main:574] : INFO : Epoch 1599 | loss: 0.0311764 | val_loss: 0.0311851 | Time: 4880.06 ms
[2022-03-30 13:56:35 main:574] : INFO : Epoch 1600 | loss: 0.0311766 | val_loss: 0.0311818 | Time: 5123.39 ms
[2022-03-30 13:56:40 main:574] : INFO : Epoch 1601 | loss: 0.0311754 | val_loss: 0.0311827 | Time: 4995.35 ms
[2022-03-30 13:56:45 main:574] : INFO : Epoch 1602 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 5022.76 ms
[2022-03-30 13:56:50 main:574] : INFO : Epoch 1603 | loss: 0.0311749 | val_loss: 0.0311829 | Time: 4837.86 ms
[2022-03-30 13:56:55 main:574] : INFO : Epoch 1604 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 4897.95 ms
[2022-03-30 13:57:00 main:574] : INFO : Epoch 1605 | loss: 0.0311745 | val_loss: 0.0311819 | Time: 4869.2 ms
[2022-03-30 13:57:05 main:574] : INFO : Epoch 1606 | loss: 0.0311749 | val_loss: 0.0311823 | Time: 4926.44 ms
[2022-03-30 13:57:10 main:574] : INFO : Epoch 1607 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 4892.95 ms
[2022-03-30 13:57:15 main:574] : INFO : Epoch 1608 | loss: 0.0311766 | val_loss: 0.0311856 | Time: 4811.09 ms
[2022-03-30 13:57:20 main:574] : INFO : Epoch 1609 | loss: 0.0311757 | val_loss: 0.0311832 | Time: 4960.94 ms
[2022-03-30 13:57:25 main:574] : INFO : Epoch 1610 | loss: 0.0311753 | val_loss: 0.0311836 | Time: 4882.81 ms
[2022-03-30 13:57:30 main:574] : INFO : Epoch 1611 | loss: 0.0311749 | val_loss: 0.031182 | Time: 4990.75 ms
[2022-03-30 13:57:35 main:574] : INFO : Epoch 1612 | loss: 0.0311746 | val_loss: 0.0311822 | Time: 4968.79 ms
[2022-03-30 13:57:39 main:574] : INFO : Epoch 1613 | loss: 0.0311758 | val_loss: 0.0311867 | Time: 4879.03 ms
[2022-03-30 13:57:44 main:574] : INFO : Epoch 1614 | loss: 0.0311784 | val_loss: 0.0311854 | Time: 5000.6 ms
[2022-03-30 13:57:49 main:574] : INFO : Epoch 1615 | loss: 0.0311754 | val_loss: 0.0311819 | Time: 5022.64 ms
[2022-03-30 13:57:54 main:574] : INFO : Epoch 1616 | loss: 0.0311755 | val_loss: 0.0311823 | Time: 4990.43 ms
[2022-03-30 13:57:59 main:574] : INFO : Epoch 1617 | loss: 0.0311742 | val_loss: 0.0311819 | Time: 4885.03 ms
[2022-03-30 13:58:04 main:574] : INFO : Epoch 1618 | loss: 0.0311748 | val_loss: 0.0311825 | Time: 4920.72 ms
[2022-03-30 13:58:09 main:574] : INFO : Epoch 1619 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 4880.45 ms
[2022-03-30 13:58:14 main:574] : INFO : Epoch 1620 | loss: 0.0311754 | val_loss: 0.0311816 | Time: 4924.85 ms
[2022-03-30 13:58:19 main:574] : INFO : Epoch 1621 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 4971.12 ms
[2022-03-30 13:58:24 main:574] : INFO : Epoch 1622 | loss: 0.0311779 | val_loss: 0.0311907 | Time: 5014.23 ms
[2022-03-30 13:58:29 main:574] : INFO : Epoch 1623 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 4951.78 ms
[2022-03-30 13:58:34 main:574] : INFO : Epoch 1624 | loss: 0.0311758 | val_loss: 0.0311819 | Time: 4929.25 ms
[2022-03-30 13:58:39 main:574] : INFO : Epoch 1625 | loss: 0.0311755 | val_loss: 0.031182 | Time: 5016.67 ms
[2022-03-30 13:58:44 main:574] : INFO : Epoch 1626 | loss: 0.0311765 | val_loss: 0.031186 | Time: 5068.85 ms
[2022-03-30 13:58:50 main:574] : INFO : Epoch 1627 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 5545.89 ms
[2022-03-30 13:58:55 main:574] : INFO : Epoch 1628 | loss: 0.0311744 | val_loss: 0.0311831 | Time: 5562.04 ms
[2022-03-30 13:59:01 main:574] : INFO : Epoch 1629 | loss: 0.0311759 | val_loss: 0.031182 | Time: 5757.16 ms
[2022-03-30 13:59:07 main:574] : INFO : Epoch 1630 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 5810.2 ms
[2022-03-30 13:59:12 main:574] : INFO : Epoch 1631 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 5560.63 ms
[2022-03-30 13:59:17 main:574] : INFO : Epoch 1632 | loss: 0.0311765 | val_loss: 0.0311888 | Time: 4998.24 ms
[2022-03-30 13:59:22 main:574] : INFO : Epoch 1633 | loss: 0.0311758 | val_loss: 0.0311818 | Time: 4993.02 ms
[2022-03-30 13:59:27 main:574] : INFO : Epoch 1634 | loss: 0.0311744 | val_loss: 0.0311843 | Time: 5049.44 ms
[2022-03-30 13:59:32 main:574] : INFO : Epoch 1635 | loss: 0.0311733 | val_loss: 0.031182 | Time: 4991.3 ms
[2022-03-30 13:59:37 main:574] : INFO : Epoch 1636 | loss: 0.031174 | val_loss: 0.031183 | Time: 4908.54 ms
[2022-03-30 13:59:42 main:574] : INFO : Epoch 1637 | loss: 0.031176 | val_loss: 0.0311823 | Time: 4911.27 ms
[2022-03-30 13:59:47 main:574] : INFO : Epoch 1638 | loss: 0.0311788 | val_loss: 0.0311929 | Time: 4866.27 ms
[2022-03-30 13:59:52 main:574] : INFO : Epoch 1639 | loss: 0.0311793 | val_loss: 0.031182 | Time: 4946.78 ms
[2022-03-30 13:59:57 main:574] : INFO : Epoch 1640 | loss: 0.0311763 | val_loss: 0.0311836 | Time: 4872.91 ms
[2022-03-30 14:00:02 main:574] : INFO : Epoch 1641 | loss: 0.0311768 | val_loss: 0.0311834 | Time: 4878 ms
[2022-03-30 14:00:07 main:574] : INFO : Epoch 1642 | loss: 0.0311737 | val_loss: 0.0311844 | Time: 4929.69 ms
[2022-03-30 14:00:12 main:574] : INFO : Epoch 1643 | loss: 0.0311736 | val_loss: 0.0311839 | Time: 4972.67 ms
[2022-03-30 14:00:17 main:574] : INFO : Epoch 1644 | loss: 0.0311728 | val_loss: 0.0311825 | Time: 4928.29 ms
[2022-03-30 14:00:22 main:574] : INFO : Epoch 1645 | loss: 0.0311729 | val_loss: 0.0311815 | Time: 4981.28 ms
[2022-03-30 14:00:27 main:574] : INFO : Epoch 1646 | loss: 0.0311733 | val_loss: 0.0311822 | Time: 4961.36 ms
[2022-03-30 14:00:32 main:574] : INFO : Epoch 1647 | loss: 0.0311731 | val_loss: 0.0311828 | Time: 4969.93 ms
[2022-03-30 14:00:37 main:574] : INFO : Epoch 1648 | loss: 0.031173 | val_loss: 0.0311837 | Time: 5013.48 ms
[2022-03-30 14:00:42 main:574] : INFO : Epoch 1649 | loss: 0.0311731 | val_loss: 0.0311846 | Time: 5038.43 ms
[2022-03-30 14:00:47 main:574] : INFO : Epoch 1650 | loss: 0.0311735 | val_loss: 0.0311847 | Time: 4931.5 ms
[2022-03-30 14:00:52 main:574] : INFO : Epoch 1651 | loss: 0.0311739 | val_loss: 0.0311843 | Time: 4924.54 ms
[2022-03-30 14:00:57 main:574] : INFO : Epoch 1652 | loss: 0.0311734 | val_loss: 0.0311833 | Time: 4964.52 ms
[2022-03-30 14:01:02 main:574] : INFO : Epoch 1653 | loss: 0.0311727 | val_loss: 0.0311878 | Time: 5051.64 ms
[2022-03-30 14:01:07 main:574] : INFO : Epoch 1654 | loss: 0.0311735 | val_loss: 0.0311846 | Time: 4945.42 ms
[2022-03-30 14:01:12 main:574] : INFO : Epoch 1655 | loss: 0.0311739 | val_loss: 0.0311828 | Time: 5137.52 ms
[2022-03-30 14:01:17 main:574] : INFO : Epoch 1656 | loss: 0.0311727 | val_loss: 0.0311828 | Time: 5062.8 ms
[2022-03-30 14:01:22 main:574] : INFO : Epoch 1657 | loss: 0.0311744 | val_loss: 0.0311832 | Time: 5027.9 ms
[2022-03-30 14:01:27 main:574] : INFO : Epoch 1658 | loss: 0.0311752 | val_loss: 0.0311877 | Time: 4967.55 ms
[2022-03-30 14:01:32 main:574] : INFO : Epoch 1659 | loss: 0.0311754 | val_loss: 0.031186 | Time: 4995.64 ms
[2022-03-30 14:01:37 main:574] : INFO : Epoch 1660 | loss: 0.0311728 | val_loss: 0.0311823 | Time: 5079.86 ms
[2022-03-30 14:01:42 main:574] : INFO : Epoch 1661 | loss: 0.0311729 | val_loss: 0.0311832 | Time: 5147.04 ms
[2022-03-30 14:01:47 main:574] : INFO : Epoch 1662 | loss: 0.0311749 | val_loss: 0.031184 | Time: 5037.57 ms
[2022-03-30 14:01:52 main:574] : INFO : Epoch 1663 | loss: 0.0311752 | val_loss: 0.0311815 | Time: 4936.45 ms
[2022-03-30 14:01:57 main:574] : INFO : Epoch 1664 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 5010.48 ms
[2022-03-30 14:02:02 main:574] : INFO : Epoch 1665 | loss: 0.0311753 | val_loss: 0.0311828 | Time: 5015.77 ms
[2022-03-30 14:02:07 main:574] : INFO : Epoch 1666 | loss: 0.0311784 | val_loss: 0.0311893 | Time: 4934.52 ms
[2022-03-30 14:02:12 main:574] : INFO : Epoch 1667 | loss: 0.0311775 | val_loss: 0.0311842 | Time: 4959.99 ms
[2022-03-30 14:02:17 main:574] : INFO : Epoch 1668 | loss: 0.0311761 | val_loss: 0.0311802 | Time: 5130.12 ms
[2022-03-30 14:02:22 main:574] : INFO : Epoch 1669 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 4850.82 ms
[2022-03-30 14:02:27 main:574] : INFO : Epoch 1670 | loss: 0.0311743 | val_loss: 0.0311811 | Time: 4902.66 ms
[2022-03-30 14:02:32 main:574] : INFO : Epoch 1671 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 5024.34 ms
[2022-03-30 14:02:37 main:574] : INFO : Epoch 1672 | loss: 0.0311731 | val_loss: 0.0311806 | Time: 5029.73 ms
[2022-03-30 14:02:42 main:574] : INFO : Epoch 1673 | loss: 0.0311729 | val_loss: 0.0311804 | Time: 4983.34 ms
[2022-03-30 14:02:47 main:574] : INFO : Epoch 1674 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 5012.37 ms
[2022-03-30 14:02:52 main:574] : INFO : Epoch 1675 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 4960.94 ms
[2022-03-30 14:02:57 main:574] : INFO : Epoch 1676 | loss: 0.0311763 | val_loss: 0.03119 | Time: 4883.1 ms
[2022-03-30 14:03:02 main:574] : INFO : Epoch 1677 | loss: 0.0311773 | val_loss: 0.031182 | Time: 5040.38 ms
[2022-03-30 14:03:07 main:574] : INFO : Epoch 1678 | loss: 0.0311767 | val_loss: 0.0311857 | Time: 4894.7 ms
[2022-03-30 14:03:12 main:574] : INFO : Epoch 1679 | loss: 0.0311755 | val_loss: 0.0311807 | Time: 5279.64 ms
[2022-03-30 14:03:17 main:574] : INFO : Epoch 1680 | loss: 0.0311733 | val_loss: 0.0311806 | Time: 5257.82 ms
[2022-03-30 14:03:23 main:574] : INFO : Epoch 1681 | loss: 0.0311737 | val_loss: 0.0311805 | Time: 5334.8 ms
[2022-03-30 14:03:28 main:574] : INFO : Epoch 1682 | loss: 0.0311728 | val_loss: 0.0311814 | Time: 5210.35 ms
[2022-03-30 14:03:33 main:574] : INFO : Epoch 1683 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 5297.32 ms
[2022-03-30 14:03:38 main:574] : INFO : Epoch 1684 | loss: 0.0311728 | val_loss: 0.031182 | Time: 5174 ms
[2022-03-30 14:03:43 main:574] : INFO : Epoch 1685 | loss: 0.0311737 | val_loss: 0.0311828 | Time: 5103.86 ms
[2022-03-30 14:03:48 main:574] : INFO : Epoch 1686 | loss: 0.031176 | val_loss: 0.0311872 | Time: 4869.83 ms
[2022-03-30 14:03:53 main:574] : INFO : Epoch 1687 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 4966.42 ms
[2022-03-30 14:03:58 main:574] : INFO : Epoch 1688 | loss: 0.0311724 | val_loss: 0.0311856 | Time: 4988.6 ms
[2022-03-30 14:04:03 main:574] : INFO : Epoch 1689 | loss: 0.031173 | val_loss: 0.0311834 | Time: 4981.01 ms
[2022-03-30 14:04:08 main:574] : INFO : Epoch 1690 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 4820.27 ms
[2022-03-30 14:04:13 main:574] : INFO : Epoch 1691 | loss: 0.0311714 | val_loss: 0.0311808 | Time: 4960.54 ms
[2022-03-30 14:04:18 main:574] : INFO : Epoch 1692 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 5044.1 ms
[2022-03-30 14:04:23 main:574] : INFO : Epoch 1693 | loss: 0.0311713 | val_loss: 0.0311827 | Time: 4999.13 ms
[2022-03-30 14:04:28 main:574] : INFO : Epoch 1694 | loss: 0.0311726 | val_loss: 0.0311835 | Time: 4932.17 ms
[2022-03-30 14:04:33 main:574] : INFO : Epoch 1695 | loss: 0.0311728 | val_loss: 0.0311821 | Time: 5139.6 ms
[2022-03-30 14:04:38 main:574] : INFO : Epoch 1696 | loss: 0.0311718 | val_loss: 0.031182 | Time: 4956.64 ms
[2022-03-30 14:04:43 main:574] : INFO : Epoch 1697 | loss: 0.031172 | val_loss: 0.0311815 | Time: 5037.03 ms
[2022-03-30 14:04:48 main:574] : INFO : Epoch 1698 | loss: 0.0311733 | val_loss: 0.031183 | Time: 5036.91 ms
[2022-03-30 14:04:53 main:574] : INFO : Epoch 1699 | loss: 0.0311716 | val_loss: 0.0311818 | Time: 4940.05 ms
[2022-03-30 14:04:58 main:574] : INFO : Epoch 1700 | loss: 0.0311714 | val_loss: 0.0311832 | Time: 5052.39 ms
[2022-03-30 14:05:03 main:574] : INFO : Epoch 1701 | loss: 0.0311724 | val_loss: 0.0311829 | Time: 4860.93 ms
[2022-03-30 14:05:08 main:574] : INFO : Epoch 1702 | loss: 0.031173 | val_loss: 0.0311867 | Time: 4888.78 ms
[2022-03-30 14:05:13 main:574] : INFO : Epoch 1703 | loss: 0.0311742 | val_loss: 0.0311815 | Time: 4940.78 ms
[2022-03-30 14:05:18 main:574] : INFO : Epoch 1704 | loss: 0.0311718 | val_loss: 0.031181 | Time: 4900.55 ms
[2022-03-30 14:05:23 main:574] : INFO : Epoch 1705 | loss: 0.0311716 | val_loss: 0.0311811 | Time: 4971.22 ms
[2022-03-30 14:05:28 main:574] : INFO : Epoch 1706 | loss: 0.0311713 | val_loss: 0.031181 | Time: 5024.1 ms
[2022-03-30 14:05:33 main:574] : INFO : Epoch 1707 | loss: 0.0311711 | val_loss: 0.0311857 | Time: 5071.53 ms
[2022-03-30 14:05:38 main:574] : INFO : Epoch 1708 | loss: 0.0311722 | val_loss: 0.0311802 | Time: 4935.5 ms
[2022-03-30 14:05:43 main:574] : INFO : Epoch 1709 | loss: 0.0311727 | val_loss: 0.0311817 | Time: 5092.29 ms
[2022-03-30 14:05:48 main:574] : INFO : Epoch 1710 | loss: 0.0311737 | val_loss: 0.0311846 | Time: 4928.12 ms
[2022-03-30 14:05:53 main:574] : INFO : Epoch 1711 | loss: 0.0311725 | val_loss: 0.031184 | Time: 4957.43 ms
[2022-03-30 14:05:58 main:574] : INFO : Epoch 1712 | loss: 0.0311714 | val_loss: 0.0311816 | Time: 4903.69 ms
[2022-03-30 14:06:03 main:574] : INFO : Epoch 1713 | loss: 0.0311709 | val_loss: 0.0311806 | Time: 4975.93 ms
[2022-03-30 14:06:08 main:574] : INFO : Epoch 1714 | loss: 0.0311714 | val_loss: 0.0311833 | Time: 4933.15 ms
[2022-03-30 14:06:13 main:574] : INFO : Epoch 1715 | loss: 0.0311727 | val_loss: 0.0311813 | Time: 5047.42 ms
[2022-03-30 14:06:18 main:574] : INFO : Epoch 1716 | loss: 0.0311714 | val_loss: 0.0311821 | Time: 4962.28 ms
[2022-03-30 14:06:23 main:574] : INFO : Epoch 1717 | loss: 0.0311699 | val_loss: 0.0311808 | Time: 4991.33 ms
[2022-03-30 14:06:28 main:574] : INFO : Epoch 1718 | loss: 0.0311711 | val_loss: 0.0311821 | Time: 5049.61 ms
[2022-03-30 14:06:33 main:574] : INFO : Epoch 1719 | loss: 0.0311709 | val_loss: 0.0311808 | Time: 4973.82 ms
[2022-03-30 14:06:38 main:574] : INFO : Epoch 1720 | loss: 0.031171 | val_loss: 0.03118 | Time: 4973.03 ms
[2022-03-30 14:06:43 main:574] : INFO : Epoch 1721 | loss: 0.0311705 | val_loss: 0.0311823 | Time: 4998.08 ms
[2022-03-30 14:06:48 main:574] : INFO : Epoch 1722 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 4914.8 ms
[2022-03-30 14:06:53 main:574] : INFO : Epoch 1723 | loss: 0.0311709 | val_loss: 0.0311795 | Time: 4956.32 ms
[2022-03-30 14:06:58 main:574] : INFO : Epoch 1724 | loss: 0.0311718 | val_loss: 0.0311786 | Time: 4998.32 ms
[2022-03-30 14:07:02 main:574] : INFO : Epoch 1725 | loss: 0.0311728 | val_loss: 0.0311791 | Time: 4923.34 ms
[2022-03-30 14:07:08 main:574] : INFO : Epoch 1726 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 5028.66 ms
[2022-03-30 14:07:13 main:574] : INFO : Epoch 1727 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 4998.55 ms
[2022-03-30 14:07:18 main:574] : INFO : Epoch 1728 | loss: 0.0311732 | val_loss: 0.03118 | Time: 5121.55 ms
[2022-03-30 14:07:23 main:574] : INFO : Epoch 1729 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 5041.25 ms
[2022-03-30 14:07:28 main:574] : INFO : Epoch 1730 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 5200.91 ms
[2022-03-30 14:07:33 main:574] : INFO : Epoch 1731 | loss: 0.031172 | val_loss: 0.0311796 | Time: 5073.44 ms
[2022-03-30 14:07:38 main:574] : INFO : Epoch 1732 | loss: 0.0311713 | val_loss: 0.0311784 | Time: 5084.54 ms
[2022-03-30 14:07:43 main:574] : INFO : Epoch 1733 | loss: 0.0311733 | val_loss: 0.03118 | Time: 5148.12 ms
[2022-03-30 14:07:48 main:574] : INFO : Epoch 1734 | loss: 0.031172 | val_loss: 0.0311787 | Time: 5247.23 ms
[2022-03-30 14:07:54 main:574] : INFO : Epoch 1735 | loss: 0.0311707 | val_loss: 0.0311776 | Time: 5080.63 ms
[2022-03-30 14:07:59 main:574] : INFO : Epoch 1736 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 5100.28 ms
[2022-03-30 14:08:04 main:574] : INFO : Epoch 1737 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 5049.25 ms
[2022-03-30 14:08:09 main:574] : INFO : Epoch 1738 | loss: 0.0311714 | val_loss: 0.0311772 | Time: 5000.32 ms
[2022-03-30 14:08:14 main:574] : INFO : Epoch 1739 | loss: 0.0311714 | val_loss: 0.031177 | Time: 4905.17 ms
[2022-03-30 14:08:19 main:574] : INFO : Epoch 1740 | loss: 0.0311704 | val_loss: 0.0311773 | Time: 5028.19 ms
[2022-03-30 14:08:24 main:574] : INFO : Epoch 1741 | loss: 0.0311715 | val_loss: 0.0311779 | Time: 4995.43 ms
[2022-03-30 14:08:29 main:574] : INFO : Epoch 1742 | loss: 0.0311703 | val_loss: 0.0311802 | Time: 5084.93 ms
[2022-03-30 14:08:34 main:574] : INFO : Epoch 1743 | loss: 0.0311716 | val_loss: 0.0311821 | Time: 4960.24 ms
[2022-03-30 14:08:39 main:574] : INFO : Epoch 1744 | loss: 0.0311717 | val_loss: 0.0311802 | Time: 5027.77 ms
[2022-03-30 14:08:44 main:574] : INFO : Epoch 1745 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 4985.02 ms
[2022-03-30 14:08:49 main:574] : INFO : Epoch 1746 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 5107.16 ms
[2022-03-30 14:08:54 main:574] : INFO : Epoch 1747 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 5013.96 ms
[2022-03-30 14:08:59 main:574] : INFO : Epoch 1748 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 5013.8 ms
[2022-03-30 14:09:04 main:574] : INFO : Epoch 1749 | loss: 0.0311713 | val_loss: 0.0311782 | Time: 5085.91 ms
[2022-03-30 14:09:09 main:574] : INFO : Epoch 1750 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 5002.05 ms
[2022-03-30 14:09:14 main:574] : INFO : Epoch 1751 | loss: 0.0311699 | val_loss: 0.031178 | Time: 4916.2 ms
[2022-03-30 14:09:19 main:574] : INFO : Epoch 1752 | loss: 0.0311703 | val_loss: 0.0311819 | Time: 5025.96 ms
[2022-03-30 14:09:24 main:574] : INFO : Epoch 1753 | loss: 0.031171 | val_loss: 0.0311813 | Time: 4860 ms
[2022-03-30 14:09:29 main:574] : INFO : Epoch 1754 | loss: 0.0311699 | val_loss: 0.0311781 | Time: 4947.64 ms
[2022-03-30 14:09:34 main:574] : INFO : Epoch 1755 | loss: 0.0311687 | val_loss: 0.0311772 | Time: 4906.68 ms
[2022-03-30 14:09:39 main:574] : INFO : Epoch 1756 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 4947.78 ms
[2022-03-30 14:09:44 main:574] : INFO : Epoch 1757 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 4942.65 ms
[2022-03-30 14:09:49 main:574] : INFO : Epoch 1758 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 4985.8 ms
[2022-03-30 14:09:54 main:574] : INFO : Epoch 1759 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 4935.46 ms
[2022-03-30 14:09:58 main:574] : INFO : Epoch 1760 | loss: 0.0311693 | val_loss: 0.031179 | Time: 4922.87 ms
[2022-03-30 14:10:03 main:574] : INFO : Epoch 1761 | loss: 0.0311685 | val_loss: 0.0311779 | Time: 5027.7 ms
[2022-03-30 14:10:08 main:574] : INFO : Epoch 1762 | loss: 0.0311682 | val_loss: 0.0311772 | Time: 4957.42 ms
[2022-03-30 14:10:13 main:574] : INFO : Epoch 1763 | loss: 0.0311681 | val_loss: 0.0311778 | Time: 4874.46 ms
[2022-03-30 14:10:18 main:574] : INFO : Epoch 1764 | loss: 0.031168 | val_loss: 0.0311759 | Time: 4991.35 ms
[2022-03-30 14:10:23 main:574] : INFO : Epoch 1765 | loss: 0.0311685 | val_loss: 0.0311774 | Time: 4886.16 ms
[2022-03-30 14:10:28 main:574] : INFO : Epoch 1766 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 4970.44 ms
[2022-03-30 14:10:33 main:574] : INFO : Epoch 1767 | loss: 0.0311689 | val_loss: 0.0311821 | Time: 4915.29 ms
[2022-03-30 14:10:38 main:574] : INFO : Epoch 1768 | loss: 0.0311698 | val_loss: 0.0311813 | Time: 4977.24 ms
[2022-03-30 14:10:43 main:574] : INFO : Epoch 1769 | loss: 0.0311689 | val_loss: 0.0311798 | Time: 4927.68 ms
[2022-03-30 14:10:48 main:574] : INFO : Epoch 1770 | loss: 0.0311704 | val_loss: 0.0311798 | Time: 5052.5 ms
[2022-03-30 14:10:53 main:574] : INFO : Epoch 1771 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 4924.56 ms
[2022-03-30 14:10:58 main:574] : INFO : Epoch 1772 | loss: 0.0311678 | val_loss: 0.0311772 | Time: 5048.87 ms
[2022-03-30 14:11:03 main:574] : INFO : Epoch 1773 | loss: 0.0311696 | val_loss: 0.0311807 | Time: 5144.79 ms
[2022-03-30 14:11:08 main:574] : INFO : Epoch 1774 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 4956.87 ms
[2022-03-30 14:11:13 main:574] : INFO : Epoch 1775 | loss: 0.0311671 | val_loss: 0.0311785 | Time: 5130.7 ms
[2022-03-30 14:11:18 main:574] : INFO : Epoch 1776 | loss: 0.0311677 | val_loss: 0.0311766 | Time: 5134.81 ms
[2022-03-30 14:11:24 main:574] : INFO : Epoch 1777 | loss: 0.0311675 | val_loss: 0.0311775 | Time: 5030.12 ms
[2022-03-30 14:11:29 main:574] : INFO : Epoch 1778 | loss: 0.0311672 | val_loss: 0.031176 | Time: 5091.15 ms
[2022-03-30 14:11:34 main:574] : INFO : Epoch 1779 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 5081.87 ms
[2022-03-30 14:11:39 main:574] : INFO : Epoch 1780 | loss: 0.0311679 | val_loss: 0.0311799 | Time: 5058.32 ms
[2022-03-30 14:11:44 main:574] : INFO : Epoch 1781 | loss: 0.0311689 | val_loss: 0.0311777 | Time: 4936.15 ms
[2022-03-30 14:11:49 main:574] : INFO : Epoch 1782 | loss: 0.0311702 | val_loss: 0.0311779 | Time: 5149.65 ms
[2022-03-30 14:11:54 main:574] : INFO : Epoch 1783 | loss: 0.0311689 | val_loss: 0.0311776 | Time: 5069.26 ms
[2022-03-30 14:11:59 main:574] : INFO : Epoch 1784 | loss: 0.0311692 | val_loss: 0.0311776 | Time: 5087.31 ms
[2022-03-30 14:12:04 main:574] : INFO : Epoch 1785 | loss: 0.0311682 | val_loss: 0.0311771 | Time: 5082.92 ms
[2022-03-30 14:12:10 main:574] : INFO : Epoch 1786 | loss: 0.0311714 | val_loss: 0.031181 | Time: 5174.12 ms
[2022-03-30 14:12:15 main:574] : INFO : Epoch 1787 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 5068.87 ms
[2022-03-30 14:12:20 main:574] : INFO : Epoch 1788 | loss: 0.0311747 | val_loss: 0.0311782 | Time: 5079.32 ms
[2022-03-30 14:12:25 main:574] : INFO : Epoch 1789 | loss: 0.031176 | val_loss: 0.0311779 | Time: 5204.79 ms
[2022-03-30 14:12:30 main:574] : INFO : Epoch 1790 | loss: 0.0311751 | val_loss: 0.03118 | Time: 5205.65 ms
[2022-03-30 14:12:35 main:574] : INFO : Epoch 1791 | loss: 0.0311748 | val_loss: 0.031179 | Time: 4951.35 ms
[2022-03-30 14:12:40 main:574] : INFO : Epoch 1792 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 5033.96 ms
[2022-03-30 14:12:45 main:574] : INFO : Epoch 1793 | loss: 0.0311736 | val_loss: 0.0311776 | Time: 5070.97 ms
[2022-03-30 14:12:50 main:574] : INFO : Epoch 1794 | loss: 0.0311743 | val_loss: 0.031178 | Time: 5053.03 ms
[2022-03-30 14:12:55 main:574] : INFO : Epoch 1795 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 5080.25 ms
[2022-03-30 14:13:00 main:574] : INFO : Epoch 1796 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 5102.19 ms
[2022-03-30 14:13:05 main:574] : INFO : Epoch 1797 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 5002.4 ms
[2022-03-30 14:13:11 main:574] : INFO : Epoch 1798 | loss: 0.0311727 | val_loss: 0.03118 | Time: 5114.93 ms
[2022-03-30 14:13:16 main:574] : INFO : Epoch 1799 | loss: 0.0311733 | val_loss: 0.0311748 | Time: 5047.01 ms
[2022-03-30 14:13:21 main:574] : INFO : Epoch 1800 | loss: 0.0311742 | val_loss: 0.0311772 | Time: 4987.32 ms
[2022-03-30 14:13:26 main:574] : INFO : Epoch 1801 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 4990.23 ms
[2022-03-30 14:13:31 main:574] : INFO : Epoch 1802 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 5021.33 ms
[2022-03-30 14:13:36 main:574] : INFO : Epoch 1803 | loss: 0.0311714 | val_loss: 0.0311808 | Time: 5053.85 ms
[2022-03-30 14:13:41 main:574] : INFO : Epoch 1804 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 5126.25 ms
[2022-03-30 14:13:46 main:574] : INFO : Epoch 1805 | loss: 0.0311713 | val_loss: 0.0311798 | Time: 5136.66 ms
[2022-03-30 14:13:51 main:574] : INFO : Epoch 1806 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 5008.85 ms
[2022-03-30 14:13:56 main:574] : INFO : Epoch 1807 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 5130.62 ms
[2022-03-30 14:14:01 main:574] : INFO : Epoch 1808 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 5142.88 ms
[2022-03-30 14:14:06 main:574] : INFO : Epoch 1809 | loss: 0.0311697 | val_loss: 0.0311769 | Time: 4888.09 ms
[2022-03-30 14:14:11 main:574] : INFO : Epoch 1810 | loss: 0.0311692 | val_loss: 0.0311778 | Time: 5112.16 ms
[2022-03-30 14:14:16 main:574] : INFO : Epoch 1811 | loss: 0.0311697 | val_loss: 0.0311793 | Time: 5086.94 ms
[2022-03-30 14:14:21 main:574] : INFO : Epoch 1812 | loss: 0.03117 | val_loss: 0.0311792 | Time: 5058.76 ms
[2022-03-30 14:14:27 main:574] : INFO : Epoch 1813 | loss: 0.0311708 | val_loss: 0.031178 | Time: 5151 ms
[2022-03-30 14:14:32 main:574] : INFO : Epoch 1814 | loss: 0.0311709 | val_loss: 0.0311772 | Time: 5009.72 ms
[2022-03-30 14:14:37 main:574] : INFO : Epoch 1815 | loss: 0.0311711 | val_loss: 0.0311784 | Time: 5071.54 ms
[2022-03-30 14:14:42 main:574] : INFO : Epoch 1816 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 5048.37 ms
[2022-03-30 14:14:47 main:574] : INFO : Epoch 1817 | loss: 0.0311705 | val_loss: 0.0311805 | Time: 5271.71 ms
[2022-03-30 14:14:52 main:574] : INFO : Epoch 1818 | loss: 0.0311696 | val_loss: 0.0311765 | Time: 5070.48 ms
[2022-03-30 14:14:57 main:574] : INFO : Epoch 1819 | loss: 0.0311685 | val_loss: 0.0311775 | Time: 5214.18 ms
[2022-03-30 14:15:02 main:574] : INFO : Epoch 1820 | loss: 0.0311683 | val_loss: 0.0311769 | Time: 5203.52 ms
[2022-03-30 14:15:08 main:574] : INFO : Epoch 1821 | loss: 0.0311685 | val_loss: 0.0311776 | Time: 5070.5 ms
[2022-03-30 14:15:13 main:574] : INFO : Epoch 1822 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 5067.93 ms
[2022-03-30 14:15:18 main:574] : INFO : Epoch 1823 | loss: 0.0311679 | val_loss: 0.0311779 | Time: 5085.99 ms
[2022-03-30 14:15:23 main:574] : INFO : Epoch 1824 | loss: 0.0311681 | val_loss: 0.0311779 | Time: 5150.47 ms
[2022-03-30 14:15:28 main:574] : INFO : Epoch 1825 | loss: 0.031168 | val_loss: 0.0311783 | Time: 5117.98 ms
[2022-03-30 14:15:33 main:574] : INFO : Epoch 1826 | loss: 0.0311692 | val_loss: 0.0311818 | Time: 5030.62 ms
[2022-03-30 14:15:38 main:574] : INFO : Epoch 1827 | loss: 0.0311747 | val_loss: 0.0311784 | Time: 5043.14 ms
[2022-03-30 14:15:43 main:574] : INFO : Epoch 1828 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 5203.25 ms
[2022-03-30 14:15:48 main:574] : INFO : Epoch 1829 | loss: 0.0311725 | val_loss: 0.0311795 | Time: 4837.15 ms
[2022-03-30 14:15:53 main:574] : INFO : Epoch 1830 | loss: 0.0311699 | val_loss: 0.0311803 | Time: 5096.62 ms
[2022-03-30 14:15:58 main:574] : INFO : Epoch 1831 | loss: 0.0311694 | val_loss: 0.0311769 | Time: 5133.53 ms
[2022-03-30 14:16:04 main:574] : INFO : Epoch 1832 | loss: 0.0311712 | val_loss: 0.0311808 | Time: 5115.34 ms
[2022-03-30 14:16:09 main:574] : INFO : Epoch 1833 | loss: 0.0311711 | val_loss: 0.0311777 | Time: 5045.92 ms
[2022-03-30 14:16:14 main:574] : INFO : Epoch 1834 | loss: 0.0311728 | val_loss: 0.0311777 | Time: 5091.42 ms
[2022-03-30 14:16:19 main:574] : INFO : Epoch 1835 | loss: 0.0311707 | val_loss: 0.0311777 | Time: 5174.54 ms
[2022-03-30 14:16:24 main:574] : INFO : Epoch 1836 | loss: 0.031172 | val_loss: 0.0311761 | Time: 5068.46 ms
[2022-03-30 14:16:29 main:574] : INFO : Epoch 1837 | loss: 0.0311702 | val_loss: 0.0311799 | Time: 5202.09 ms
[2022-03-30 14:16:34 main:574] : INFO : Epoch 1838 | loss: 0.03117 | val_loss: 0.031176 | Time: 5204.79 ms
[2022-03-30 14:16:39 main:574] : INFO : Epoch 1839 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 5113.23 ms
[2022-03-30 14:16:45 main:574] : INFO : Epoch 1840 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 5277.24 ms
[2022-03-30 14:16:50 main:574] : INFO : Epoch 1841 | loss: 0.0311692 | val_loss: 0.0311767 | Time: 5067.16 ms
[2022-03-30 14:16:55 main:574] : INFO : Epoch 1842 | loss: 0.0311692 | val_loss: 0.0311779 | Time: 4904.34 ms
[2022-03-30 14:17:00 main:574] : INFO : Epoch 1843 | loss: 0.0311673 | val_loss: 0.0311755 | Time: 4962.65 ms
[2022-03-30 14:17:05 main:574] : INFO : Epoch 1844 | loss: 0.0311676 | val_loss: 0.0311759 | Time: 4951.23 ms
[2022-03-30 14:17:10 main:574] : INFO : Epoch 1845 | loss: 0.0311669 | val_loss: 0.031177 | Time: 4954.55 ms
[2022-03-30 14:17:15 main:574] : INFO : Epoch 1846 | loss: 0.0311673 | val_loss: 0.0311758 | Time: 5059.83 ms
[2022-03-30 14:17:20 main:574] : INFO : Epoch 1847 | loss: 0.031167 | val_loss: 0.0311775 | Time: 4932.76 ms
[2022-03-30 14:17:25 main:574] : INFO : Epoch 1848 | loss: 0.0311702 | val_loss: 0.0311757 | Time: 5052.09 ms
[2022-03-30 14:17:30 main:574] : INFO : Epoch 1849 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 4859.89 ms
[2022-03-30 14:17:35 main:574] : INFO : Epoch 1850 | loss: 0.0311673 | val_loss: 0.0311768 | Time: 5102.55 ms
[2022-03-30 14:17:40 main:574] : INFO : Epoch 1851 | loss: 0.0311676 | val_loss: 0.0311763 | Time: 4876.52 ms
[2022-03-30 14:17:45 main:574] : INFO : Epoch 1852 | loss: 0.0311666 | val_loss: 0.0311764 | Time: 5074.03 ms
[2022-03-30 14:17:49 main:574] : INFO : Epoch 1853 | loss: 0.0311686 | val_loss: 0.0311809 | Time: 4879.42 ms
[2022-03-30 14:17:54 main:574] : INFO : Epoch 1854 | loss: 0.0311719 | val_loss: 0.0311769 | Time: 4800.59 ms
[2022-03-30 14:17:59 main:574] : INFO : Epoch 1855 | loss: 0.0311695 | val_loss: 0.0311785 | Time: 4896.18 ms
[2022-03-30 14:18:04 main:574] : INFO : Epoch 1856 | loss: 0.0311692 | val_loss: 0.0311781 | Time: 5082.77 ms
[2022-03-30 14:18:09 main:574] : INFO : Epoch 1857 | loss: 0.0311683 | val_loss: 0.0311767 | Time: 5001.76 ms
[2022-03-30 14:18:14 main:574] : INFO : Epoch 1858 | loss: 0.0311696 | val_loss: 0.0311807 | Time: 5072.81 ms
[2022-03-30 14:18:19 main:574] : INFO : Epoch 1859 | loss: 0.0311683 | val_loss: 0.031179 | Time: 4997.72 ms
[2022-03-30 14:18:24 main:574] : INFO : Epoch 1860 | loss: 0.0311672 | val_loss: 0.0311794 | Time: 5126.28 ms
[2022-03-30 14:18:30 main:574] : INFO : Epoch 1861 | loss: 0.0311674 | val_loss: 0.031179 | Time: 5191.47 ms
[2022-03-30 14:18:35 main:574] : INFO : Epoch 1862 | loss: 0.0311678 | val_loss: 0.031178 | Time: 5023.26 ms
[2022-03-30 14:18:40 main:574] : INFO : Epoch 1863 | loss: 0.0311706 | val_loss: 0.0311793 | Time: 4981.58 ms
[2022-03-30 14:18:45 main:574] : INFO : Epoch 1864 | loss: 0.0311695 | val_loss: 0.0311798 | Time: 4996.63 ms
[2022-03-30 14:18:50 main:574] : INFO : Epoch 1865 | loss: 0.0311685 | val_loss: 0.031178 | Time: 5140.13 ms
[2022-03-30 14:18:55 main:574] : INFO : Epoch 1866 | loss: 0.0311685 | val_loss: 0.0311784 | Time: 4902.83 ms
[2022-03-30 14:19:00 main:574] : INFO : Epoch 1867 | loss: 0.0311693 | val_loss: 0.0311794 | Time: 5028.1 ms
[2022-03-30 14:19:05 main:574] : INFO : Epoch 1868 | loss: 0.0311721 | val_loss: 0.0311837 | Time: 5058.23 ms
[2022-03-30 14:19:10 main:574] : INFO : Epoch 1869 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 4920.42 ms
[2022-03-30 14:19:15 main:574] : INFO : Epoch 1870 | loss: 0.0311723 | val_loss: 0.0311819 | Time: 4877.28 ms
[2022-03-30 14:19:20 main:574] : INFO : Epoch 1871 | loss: 0.0311715 | val_loss: 0.0311805 | Time: 4959.98 ms
[2022-03-30 14:19:25 main:574] : INFO : Epoch 1872 | loss: 0.0311699 | val_loss: 0.0311795 | Time: 4965.76 ms
[2022-03-30 14:19:29 main:574] : INFO : Epoch 1873 | loss: 0.03117 | val_loss: 0.0311803 | Time: 4856.21 ms
[2022-03-30 14:19:34 main:574] : INFO : Epoch 1874 | loss: 0.0311701 | val_loss: 0.0311832 | Time: 5002.68 ms
[2022-03-30 14:19:39 main:574] : INFO : Epoch 1875 | loss: 0.0311713 | val_loss: 0.0311821 | Time: 4920.29 ms
[2022-03-30 14:19:44 main:574] : INFO : Epoch 1876 | loss: 0.0311695 | val_loss: 0.0311808 | Time: 5063.99 ms
[2022-03-30 14:19:50 main:574] : INFO : Epoch 1877 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 5036.22 ms
[2022-03-30 14:19:54 main:574] : INFO : Epoch 1878 | loss: 0.0311703 | val_loss: 0.0311788 | Time: 4956.92 ms
[2022-03-30 14:20:00 main:574] : INFO : Epoch 1879 | loss: 0.0311709 | val_loss: 0.0311806 | Time: 5085.69 ms
[2022-03-30 14:20:05 main:574] : INFO : Epoch 1880 | loss: 0.0311726 | val_loss: 0.0311815 | Time: 5027.15 ms
[2022-03-30 14:20:10 main:574] : INFO : Epoch 1881 | loss: 0.03118 | val_loss: 0.0311854 | Time: 5054.19 ms
[2022-03-30 14:20:15 main:574] : INFO : Epoch 1882 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 5147.6 ms
[2022-03-30 14:20:20 main:574] : INFO : Epoch 1883 | loss: 0.0311704 | val_loss: 0.0311825 | Time: 4934.68 ms
[2022-03-30 14:20:25 main:574] : INFO : Epoch 1884 | loss: 0.0311695 | val_loss: 0.0311811 | Time: 5095.44 ms
[2022-03-30 14:20:30 main:574] : INFO : Epoch 1885 | loss: 0.0311684 | val_loss: 0.0311806 | Time: 5010.11 ms
[2022-03-30 14:20:35 main:574] : INFO : Epoch 1886 | loss: 0.0311673 | val_loss: 0.0311791 | Time: 5030.89 ms
[2022-03-30 14:20:40 main:574] : INFO : Epoch 1887 | loss: 0.0311676 | val_loss: 0.0311852 | Time: 5097.64 ms
[2022-03-30 14:20:45 main:574] : INFO : Epoch 1888 | loss: 0.0311673 | val_loss: 0.0311777 | Time: 5101.18 ms
[2022-03-30 14:20:50 main:574] : INFO : Epoch 1889 | loss: 0.0311671 | val_loss: 0.0311796 | Time: 5179.22 ms
[2022-03-30 14:20:55 main:574] : INFO : Epoch 1890 | loss: 0.0311686 | val_loss: 0.0311803 | Time: 5146.05 ms
[2022-03-30 14:21:01 main:574] : INFO : Epoch 1891 | loss: 0.031166 | val_loss: 0.0311774 | Time: 5132.24 ms
[2022-03-30 14:21:06 main:574] : INFO : Epoch 1892 | loss: 0.0311658 | val_loss: 0.0311784 | Time: 5145.1 ms
[2022-03-30 14:21:11 main:574] : INFO : Epoch 1893 | loss: 0.0311657 | val_loss: 0.0311777 | Time: 5235.51 ms
[2022-03-30 14:21:16 main:574] : INFO : Epoch 1894 | loss: 0.0311666 | val_loss: 0.0311797 | Time: 5234.12 ms
[2022-03-30 14:21:21 main:574] : INFO : Epoch 1895 | loss: 0.0311672 | val_loss: 0.0311786 | Time: 5089.12 ms
[2022-03-30 14:21:26 main:574] : INFO : Epoch 1896 | loss: 0.0311664 | val_loss: 0.0311765 | Time: 5092.34 ms
[2022-03-30 14:21:32 main:574] : INFO : Epoch 1897 | loss: 0.0311651 | val_loss: 0.0311788 | Time: 5093.43 ms
[2022-03-30 14:21:36 main:574] : INFO : Epoch 1898 | loss: 0.0311652 | val_loss: 0.0311765 | Time: 4984.78 ms
[2022-03-30 14:21:41 main:574] : INFO : Epoch 1899 | loss: 0.0311648 | val_loss: 0.0311782 | Time: 4944.38 ms
[2022-03-30 14:21:47 main:574] : INFO : Epoch 1900 | loss: 0.0311657 | val_loss: 0.0311768 | Time: 5155 ms
[2022-03-30 14:21:52 main:574] : INFO : Epoch 1901 | loss: 0.0311651 | val_loss: 0.0311762 | Time: 5083.71 ms
[2022-03-30 14:21:57 main:574] : INFO : Epoch 1902 | loss: 0.0311657 | val_loss: 0.0311765 | Time: 5146.64 ms
[2022-03-30 14:22:02 main:574] : INFO : Epoch 1903 | loss: 0.0311661 | val_loss: 0.0311795 | Time: 5118.15 ms
[2022-03-30 14:22:07 main:574] : INFO : Epoch 1904 | loss: 0.0311708 | val_loss: 0.0311778 | Time: 5107.16 ms
[2022-03-30 14:22:12 main:574] : INFO : Epoch 1905 | loss: 0.031168 | val_loss: 0.0311762 | Time: 5086.35 ms
[2022-03-30 14:22:17 main:574] : INFO : Epoch 1906 | loss: 0.0311681 | val_loss: 0.0311764 | Time: 5169.52 ms
[2022-03-30 14:22:22 main:574] : INFO : Epoch 1907 | loss: 0.0311679 | val_loss: 0.0311812 | Time: 5049.08 ms
[2022-03-30 14:22:28 main:574] : INFO : Epoch 1908 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 5154.78 ms
[2022-03-30 14:22:33 main:574] : INFO : Epoch 1909 | loss: 0.031168 | val_loss: 0.0311758 | Time: 4959.91 ms
[2022-03-30 14:22:38 main:574] : INFO : Epoch 1910 | loss: 0.0311748 | val_loss: 0.0311759 | Time: 5072.78 ms
[2022-03-30 14:22:43 main:574] : INFO : Epoch 1911 | loss: 0.0311742 | val_loss: 0.0311752 | Time: 5019.82 ms
[2022-03-30 14:22:48 main:574] : INFO : Epoch 1912 | loss: 0.0311731 | val_loss: 0.0311754 | Time: 5036.35 ms
[2022-03-30 14:22:53 main:574] : INFO : Epoch 1913 | loss: 0.0311722 | val_loss: 0.0311751 | Time: 4882.22 ms
[2022-03-30 14:22:58 main:574] : INFO : Epoch 1914 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 5149.22 ms
[2022-03-30 14:23:03 main:574] : INFO : Epoch 1915 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 5100.12 ms
[2022-03-30 14:23:08 main:574] : INFO : Epoch 1916 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 5095.99 ms
[2022-03-30 14:23:13 main:574] : INFO : Epoch 1917 | loss: 0.031172 | val_loss: 0.0311752 | Time: 4972.89 ms
[2022-03-30 14:23:18 main:574] : INFO : Epoch 1918 | loss: 0.0311724 | val_loss: 0.0311795 | Time: 5039.32 ms
[2022-03-30 14:23:23 main:574] : INFO : Epoch 1919 | loss: 0.0311739 | val_loss: 0.0311771 | Time: 5022.46 ms
[2022-03-30 14:23:28 main:574] : INFO : Epoch 1920 | loss: 0.0311711 | val_loss: 0.0311735 | Time: 5041.83 ms
[2022-03-30 14:23:33 main:574] : INFO : Epoch 1921 | loss: 0.0311717 | val_loss: 0.0311746 | Time: 5135.74 ms
[2022-03-30 14:23:38 main:574] : INFO : Epoch 1922 | loss: 0.0311705 | val_loss: 0.0311759 | Time: 4924.11 ms
[2022-03-30 14:23:43 main:574] : INFO : Epoch 1923 | loss: 0.0311697 | val_loss: 0.031174 | Time: 5011.29 ms
[2022-03-30 14:23:48 main:574] : INFO : Epoch 1924 | loss: 0.0311696 | val_loss: 0.0311737 | Time: 5053.55 ms
[2022-03-30 14:23:53 main:574] : INFO : Epoch 1925 | loss: 0.0311704 | val_loss: 0.0311736 | Time: 5190.77 ms
[2022-03-30 14:23:59 main:574] : INFO : Epoch 1926 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 5145.61 ms
[2022-03-30 14:24:04 main:574] : INFO : Epoch 1927 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 4999.27 ms
[2022-03-30 14:24:09 main:574] : INFO : Epoch 1928 | loss: 0.031168 | val_loss: 0.0311737 | Time: 5063.55 ms
[2022-03-30 14:24:14 main:574] : INFO : Epoch 1929 | loss: 0.0311687 | val_loss: 0.0311762 | Time: 5064.04 ms
[2022-03-30 14:24:19 main:574] : INFO : Epoch 1930 | loss: 0.0311693 | val_loss: 0.0311771 | Time: 4944.26 ms
[2022-03-30 14:24:24 main:574] : INFO : Epoch 1931 | loss: 0.031169 | val_loss: 0.0311728 | Time: 5054.11 ms
[2022-03-30 14:24:29 main:574] : INFO : Epoch 1932 | loss: 0.0311688 | val_loss: 0.0311745 | Time: 5133.78 ms
[2022-03-30 14:24:34 main:574] : INFO : Epoch 1933 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 4928.9 ms
[2022-03-30 14:24:39 main:574] : INFO : Epoch 1934 | loss: 0.0311668 | val_loss: 0.0311728 | Time: 5034.96 ms
[2022-03-30 14:24:44 main:574] : INFO : Epoch 1935 | loss: 0.0311674 | val_loss: 0.0311774 | Time: 5051.28 ms
[2022-03-30 14:24:49 main:574] : INFO : Epoch 1936 | loss: 0.03117 | val_loss: 0.0311802 | Time: 5069.7 ms
[2022-03-30 14:24:54 main:574] : INFO : Epoch 1937 | loss: 0.0311727 | val_loss: 0.0311741 | Time: 5128.18 ms
[2022-03-30 14:24:59 main:574] : INFO : Epoch 1938 | loss: 0.0311744 | val_loss: 0.0311749 | Time: 4948.11 ms
[2022-03-30 14:25:04 main:574] : INFO : Epoch 1939 | loss: 0.0311738 | val_loss: 0.0311758 | Time: 5002.6 ms
[2022-03-30 14:25:09 main:574] : INFO : Epoch 1940 | loss: 0.0311733 | val_loss: 0.0311776 | Time: 5177.31 ms
[2022-03-30 14:25:14 main:574] : INFO : Epoch 1941 | loss: 0.0311739 | val_loss: 0.0311738 | Time: 4856.74 ms
[2022-03-30 14:25:19 main:574] : INFO : Epoch 1942 | loss: 0.0311719 | val_loss: 0.0311737 | Time: 5392.14 ms
[2022-03-30 14:25:25 main:574] : INFO : Epoch 1943 | loss: 0.0311715 | val_loss: 0.0311735 | Time: 5212.41 ms
[2022-03-30 14:25:30 main:574] : INFO : Epoch 1944 | loss: 0.0311715 | val_loss: 0.0311757 | Time: 5323.05 ms
[2022-03-30 14:25:35 main:574] : INFO : Epoch 1945 | loss: 0.0311725 | val_loss: 0.0311736 | Time: 5097.26 ms
[2022-03-30 14:25:40 main:574] : INFO : Epoch 1946 | loss: 0.031171 | val_loss: 0.0311772 | Time: 5126.7 ms
[2022-03-30 14:25:45 main:574] : INFO : Epoch 1947 | loss: 0.0311714 | val_loss: 0.0311733 | Time: 4925.39 ms
[2022-03-30 14:25:50 main:574] : INFO : Epoch 1948 | loss: 0.0311705 | val_loss: 0.0311732 | Time: 5083.24 ms
[2022-03-30 14:25:55 main:574] : INFO : Epoch 1949 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 5000.61 ms
[2022-03-30 14:26:00 main:574] : INFO : Epoch 1950 | loss: 0.0311702 | val_loss: 0.0311757 | Time: 5008.44 ms
[2022-03-30 14:26:05 main:574] : INFO : Epoch 1951 | loss: 0.031169 | val_loss: 0.031173 | Time: 5017.77 ms
[2022-03-30 14:26:10 main:574] : INFO : Epoch 1952 | loss: 0.0311686 | val_loss: 0.0311734 | Time: 5102.63 ms
[2022-03-30 14:26:16 main:574] : INFO : Epoch 1953 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 5122.69 ms
[2022-03-30 14:26:21 main:574] : INFO : Epoch 1954 | loss: 0.0311685 | val_loss: 0.031173 | Time: 5094.3 ms
[2022-03-30 14:26:26 main:574] : INFO : Epoch 1955 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 5078.49 ms
[2022-03-30 14:26:31 main:574] : INFO : Epoch 1956 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 4922.59 ms
[2022-03-30 14:26:36 main:574] : INFO : Epoch 1957 | loss: 0.0311682 | val_loss: 0.0311731 | Time: 5008.16 ms
[2022-03-30 14:26:41 main:574] : INFO : Epoch 1958 | loss: 0.0311683 | val_loss: 0.0311725 | Time: 5451.08 ms
[2022-03-30 14:26:46 main:574] : INFO : Epoch 1959 | loss: 0.0311682 | val_loss: 0.0311736 | Time: 4906.51 ms
[2022-03-30 14:26:51 main:574] : INFO : Epoch 1960 | loss: 0.0311685 | val_loss: 0.0311735 | Time: 5031.32 ms
[2022-03-30 14:26:56 main:574] : INFO : Epoch 1961 | loss: 0.031169 | val_loss: 0.0311724 | Time: 4952.07 ms
[2022-03-30 14:27:01 main:574] : INFO : Epoch 1962 | loss: 0.03117 | val_loss: 0.0311741 | Time: 4995.9 ms
[2022-03-30 14:27:06 main:574] : INFO : Epoch 1963 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 4895.81 ms
[2022-03-30 14:27:11 main:574] : INFO : Epoch 1964 | loss: 0.0311689 | val_loss: 0.0311724 | Time: 5130.6 ms
[2022-03-30 14:27:16 main:574] : INFO : Epoch 1965 | loss: 0.0311681 | val_loss: 0.0311738 | Time: 4985.21 ms
[2022-03-30 14:27:21 main:574] : INFO : Epoch 1966 | loss: 0.0311678 | val_loss: 0.0311727 | Time: 4997.02 ms
[2022-03-30 14:27:26 main:574] : INFO : Epoch 1967 | loss: 0.0311683 | val_loss: 0.0311718 | Time: 4968.87 ms
[2022-03-30 14:27:31 main:574] : INFO : Epoch 1968 | loss: 0.0311677 | val_loss: 0.0311747 | Time: 5043.62 ms
[2022-03-30 14:27:36 main:574] : INFO : Epoch 1969 | loss: 0.0311687 | val_loss: 0.0311752 | Time: 5044.7 ms
[2022-03-30 14:27:41 main:574] : INFO : Epoch 1970 | loss: 0.0311668 | val_loss: 0.031172 | Time: 4966.7 ms
[2022-03-30 14:27:46 main:574] : INFO : Epoch 1971 | loss: 0.0311673 | val_loss: 0.0311731 | Time: 4992.04 ms
[2022-03-30 14:27:51 main:574] : INFO : Epoch 1972 | loss: 0.0311669 | val_loss: 0.0311711 | Time: 4992.79 ms
[2022-03-30 14:27:56 main:574] : INFO : Epoch 1973 | loss: 0.0311674 | val_loss: 0.0311722 | Time: 4921.07 ms
[2022-03-30 14:28:01 main:574] : INFO : Epoch 1974 | loss: 0.031167 | val_loss: 0.0311721 | Time: 4977.07 ms
[2022-03-30 14:28:06 main:574] : INFO : Epoch 1975 | loss: 0.0311707 | val_loss: 0.0311746 | Time: 4987.58 ms
[2022-03-30 14:28:11 main:574] : INFO : Epoch 1976 | loss: 0.0311715 | val_loss: 0.0311737 | Time: 4894.8 ms
[2022-03-30 14:28:16 main:574] : INFO : Epoch 1977 | loss: 0.0311688 | val_loss: 0.031174 | Time: 5096.36 ms
[2022-03-30 14:28:21 main:574] : INFO : Epoch 1978 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 5085.91 ms
[2022-03-30 14:28:26 main:574] : INFO : Epoch 1979 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 5012.96 ms
[2022-03-30 14:28:31 main:574] : INFO : Epoch 1980 | loss: 0.0311699 | val_loss: 0.031176 | Time: 4961.08 ms
[2022-03-30 14:28:36 main:574] : INFO : Epoch 1981 | loss: 0.0311687 | val_loss: 0.0311733 | Time: 5093.93 ms
[2022-03-30 14:28:41 main:574] : INFO : Epoch 1982 | loss: 0.0311684 | val_loss: 0.0311737 | Time: 5078.45 ms
[2022-03-30 14:28:46 main:574] : INFO : Epoch 1983 | loss: 0.0311701 | val_loss: 0.0311825 | Time: 4977.21 ms
[2022-03-30 14:28:51 main:574] : INFO : Epoch 1984 | loss: 0.0311743 | val_loss: 0.0311819 | Time: 5068.09 ms
[2022-03-30 14:28:56 main:574] : INFO : Epoch 1985 | loss: 0.0311737 | val_loss: 0.0311839 | Time: 4967.79 ms
[2022-03-30 14:29:01 main:574] : INFO : Epoch 1986 | loss: 0.0311751 | val_loss: 0.0311819 | Time: 5120.44 ms
[2022-03-30 14:29:06 main:574] : INFO : Epoch 1987 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 4955.6 ms
[2022-03-30 14:29:11 main:574] : INFO : Epoch 1988 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 5084.55 ms
[2022-03-30 14:29:17 main:574] : INFO : Epoch 1989 | loss: 0.0311682 | val_loss: 0.0311754 | Time: 5195.48 ms
[2022-03-30 14:29:22 main:574] : INFO : Epoch 1990 | loss: 0.0311683 | val_loss: 0.0311746 | Time: 5103.35 ms
[2022-03-30 14:29:27 main:574] : INFO : Epoch 1991 | loss: 0.0311677 | val_loss: 0.0311748 | Time: 5101.88 ms
[2022-03-30 14:29:32 main:574] : INFO : Epoch 1992 | loss: 0.0311665 | val_loss: 0.0311752 | Time: 5173.62 ms
[2022-03-30 14:29:37 main:574] : INFO : Epoch 1993 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 5045.11 ms
[2022-03-30 14:29:42 main:574] : INFO : Epoch 1994 | loss: 0.0311667 | val_loss: 0.0311748 | Time: 4973.91 ms
[2022-03-30 14:29:47 main:574] : INFO : Epoch 1995 | loss: 0.031167 | val_loss: 0.0311755 | Time: 5166.14 ms
[2022-03-30 14:29:52 main:574] : INFO : Epoch 1996 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 5001.12 ms
[2022-03-30 14:29:57 main:574] : INFO : Epoch 1997 | loss: 0.0311661 | val_loss: 0.0311736 | Time: 4956.47 ms
[2022-03-30 14:30:02 main:574] : INFO : Epoch 1998 | loss: 0.031167 | val_loss: 0.0311735 | Time: 5026.33 ms
[2022-03-30 14:30:07 main:574] : INFO : Epoch 1999 | loss: 0.0311664 | val_loss: 0.031174 | Time: 4863.71 ms
[2022-03-30 14:30:12 main:574] : INFO : Epoch 2000 | loss: 0.0311666 | val_loss: 0.0311734 | Time: 4836.46 ms
[2022-03-30 14:30:17 main:574] : INFO : Epoch 2001 | loss: 0.0311659 | val_loss: 0.0311757 | Time: 4811.55 ms
[2022-03-30 14:30:22 main:574] : INFO : Epoch 2002 | loss: 0.0311662 | val_loss: 0.0311725 | Time: 4913.66 ms
[2022-03-30 14:30:27 main:574] : INFO : Epoch 2003 | loss: 0.0311654 | val_loss: 0.0311746 | Time: 4851.88 ms
[2022-03-30 14:30:32 main:574] : INFO : Epoch 2004 | loss: 0.0311655 | val_loss: 0.0311742 | Time: 4915.15 ms
[2022-03-30 14:30:36 main:574] : INFO : Epoch 2005 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 4883.72 ms
[2022-03-30 14:30:41 main:574] : INFO : Epoch 2006 | loss: 0.031171 | val_loss: 0.0311781 | Time: 4890.55 ms
[2022-03-30 14:30:46 main:574] : INFO : Epoch 2007 | loss: 0.0311704 | val_loss: 0.031177 | Time: 4784.33 ms
[2022-03-30 14:30:51 main:574] : INFO : Epoch 2008 | loss: 0.0311683 | val_loss: 0.0311757 | Time: 4952.51 ms
[2022-03-30 14:30:56 main:574] : INFO : Epoch 2009 | loss: 0.0311667 | val_loss: 0.0311718 | Time: 4953.64 ms
[2022-03-30 14:31:01 main:574] : INFO : Epoch 2010 | loss: 0.0311662 | val_loss: 0.0311732 | Time: 4805.96 ms
[2022-03-30 14:31:06 main:574] : INFO : Epoch 2011 | loss: 0.0311659 | val_loss: 0.031173 | Time: 4870.3 ms
[2022-03-30 14:31:11 main:574] : INFO : Epoch 2012 | loss: 0.031167 | val_loss: 0.0311762 | Time: 4778.53 ms
[2022-03-30 14:31:16 main:574] : INFO : Epoch 2013 | loss: 0.0311702 | val_loss: 0.0311736 | Time: 5013.28 ms
[2022-03-30 14:31:21 main:574] : INFO : Epoch 2014 | loss: 0.031171 | val_loss: 0.0311744 | Time: 5070.31 ms
[2022-03-30 14:31:26 main:574] : INFO : Epoch 2015 | loss: 0.0311686 | val_loss: 0.0311749 | Time: 5024.69 ms
[2022-03-30 14:31:31 main:574] : INFO : Epoch 2016 | loss: 0.0311675 | val_loss: 0.0311726 | Time: 4960.31 ms
[2022-03-30 14:31:36 main:574] : INFO : Epoch 2017 | loss: 0.0311669 | val_loss: 0.0311732 | Time: 4945.54 ms
[2022-03-30 14:31:41 main:574] : INFO : Epoch 2018 | loss: 0.0311673 | val_loss: 0.0311765 | Time: 5044.14 ms
[2022-03-30 14:31:46 main:574] : INFO : Epoch 2019 | loss: 0.0311671 | val_loss: 0.0311736 | Time: 5084.55 ms
[2022-03-30 14:31:51 main:574] : INFO : Epoch 2020 | loss: 0.0311657 | val_loss: 0.0311743 | Time: 4960.54 ms
[2022-03-30 14:31:56 main:574] : INFO : Epoch 2021 | loss: 0.0311651 | val_loss: 0.0311743 | Time: 5100.79 ms
[2022-03-30 14:32:01 main:574] : INFO : Epoch 2022 | loss: 0.031165 | val_loss: 0.0311744 | Time: 5055.25 ms
[2022-03-30 14:32:06 main:574] : INFO : Epoch 2023 | loss: 0.0311664 | val_loss: 0.0311768 | Time: 5204.49 ms
[2022-03-30 14:32:11 main:574] : INFO : Epoch 2024 | loss: 0.0311648 | val_loss: 0.0311773 | Time: 5072.56 ms
[2022-03-30 14:32:16 main:574] : INFO : Epoch 2025 | loss: 0.0311658 | val_loss: 0.0311745 | Time: 5019.12 ms
[2022-03-30 14:32:21 main:574] : INFO : Epoch 2026 | loss: 0.031165 | val_loss: 0.0311806 | Time: 4929.88 ms
[2022-03-30 14:32:26 main:574] : INFO : Epoch 2027 | loss: 0.0311664 | val_loss: 0.0311752 | Time: 5083.6 ms
[2022-03-30 14:32:31 main:574] : INFO : Epoch 2028 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 4960.05 ms
[2022-03-30 14:32:36 main:574] : INFO : Epoch 2029 | loss: 0.031172 | val_loss: 0.0311764 | Time: 5110.61 ms
[2022-03-30 14:32:41 main:574] : INFO : Epoch 2030 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 5110.99 ms
[2022-03-30 14:32:46 main:574] : INFO : Epoch 2031 | loss: 0.0311747 | val_loss: 0.0311778 | Time: 4870.63 ms
[2022-03-30 14:32:51 main:574] : INFO : Epoch 2032 | loss: 0.031169 | val_loss: 0.0311751 | Time: 4965.84 ms
[2022-03-30 14:32:56 main:574] : INFO : Epoch 2033 | loss: 0.0311673 | val_loss: 0.0311734 | Time: 4975.66 ms
[2022-03-30 14:33:01 main:574] : INFO : Epoch 2034 | loss: 0.031166 | val_loss: 0.0311736 | Time: 5052.04 ms
[2022-03-30 14:33:06 main:574] : INFO : Epoch 2035 | loss: 0.0311664 | val_loss: 0.0311743 | Time: 4931.34 ms
[2022-03-30 14:33:11 main:574] : INFO : Epoch 2036 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 5074.84 ms
[2022-03-30 14:33:16 main:574] : INFO : Epoch 2037 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 5045.42 ms
[2022-03-30 14:33:21 main:574] : INFO : Epoch 2038 | loss: 0.0311657 | val_loss: 0.0311732 | Time: 4930.18 ms
[2022-03-30 14:33:26 main:574] : INFO : Epoch 2039 | loss: 0.0311647 | val_loss: 0.0311728 | Time: 5044.01 ms
[2022-03-30 14:33:31 main:574] : INFO : Epoch 2040 | loss: 0.0311649 | val_loss: 0.0311737 | Time: 4954.15 ms
[2022-03-30 14:33:36 main:574] : INFO : Epoch 2041 | loss: 0.0311654 | val_loss: 0.0311737 | Time: 5021.34 ms
[2022-03-30 14:33:41 main:574] : INFO : Epoch 2042 | loss: 0.031166 | val_loss: 0.0311737 | Time: 5167.83 ms
[2022-03-30 14:33:47 main:574] : INFO : Epoch 2043 | loss: 0.0311644 | val_loss: 0.0311727 | Time: 5221.12 ms
[2022-03-30 14:33:52 main:574] : INFO : Epoch 2044 | loss: 0.0311643 | val_loss: 0.0311728 | Time: 5230.24 ms
[2022-03-30 14:33:57 main:574] : INFO : Epoch 2045 | loss: 0.031165 | val_loss: 0.0311745 | Time: 5194.98 ms
[2022-03-30 14:34:02 main:574] : INFO : Epoch 2046 | loss: 0.0311647 | val_loss: 0.0311745 | Time: 5359.34 ms
[2022-03-30 14:34:08 main:574] : INFO : Epoch 2047 | loss: 0.0311664 | val_loss: 0.0311737 | Time: 5220.84 ms
[2022-03-30 14:34:13 main:574] : INFO : Epoch 2048 | loss: 0.0311673 | val_loss: 0.0311768 | Time: 5122.44 ms
[2022-03-30 14:34:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311768
[2022-03-30 14:34:13 main:603] : INFO : Saving end state to config to file
[2022-03-30 14:34:13 main:608] : INFO : Success, exiting..
14:34:13 (10300): 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)