Task 3724145
| Name | ParityModified-1608176794-29994-6_0 |
| Workunit | 1907652 |
| Created | 19 Jan 2021, 15:57:31 UTC |
| Sent | 19 Jan 2021, 16:13:27 UTC |
| Report deadline | 26 Jan 2021, 16:13:27 UTC |
| Received | 19 Jan 2021, 20:36:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 13 min 26 sec |
| CPU time | 3 hours 10 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031179 | val_loss: 0.0311813 | Time: 5609.98 ms
[2021-01-19 10:47:51 main:574] : INFO : Epoch 1543 | loss: 0.0311791 | val_loss: 0.031182 | Time: 5605.68 ms
[2021-01-19 10:47:56 main:574] : INFO : Epoch 1544 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 5613.26 ms
[2021-01-19 10:48:02 main:574] : INFO : Epoch 1545 | loss: 0.0311793 | val_loss: 0.0311808 | Time: 5613.58 ms
[2021-01-19 10:48:08 main:574] : INFO : Epoch 1546 | loss: 0.0311787 | val_loss: 0.0311821 | Time: 5604.95 ms
[2021-01-19 10:48:13 main:574] : INFO : Epoch 1547 | loss: 0.0311784 | val_loss: 0.0311824 | Time: 5604.3 ms
[2021-01-19 10:48:19 main:574] : INFO : Epoch 1548 | loss: 0.0311792 | val_loss: 0.0311825 | Time: 5607.22 ms
[2021-01-19 10:48:25 main:574] : INFO : Epoch 1549 | loss: 0.0311799 | val_loss: 0.0311846 | Time: 5616.72 ms
[2021-01-19 10:48:30 main:574] : INFO : Epoch 1550 | loss: 0.0311793 | val_loss: 0.0311804 | Time: 5614.83 ms
[2021-01-19 10:48:36 main:574] : INFO : Epoch 1551 | loss: 0.03118 | val_loss: 0.0311831 | Time: 5609.62 ms
[2021-01-19 10:48:42 main:574] : INFO : Epoch 1552 | loss: 0.0311864 | val_loss: 0.0312032 | Time: 5605.67 ms
[2021-01-19 10:48:47 main:574] : INFO : Epoch 1553 | loss: 0.0311862 | val_loss: 0.031182 | Time: 5611.94 ms
[2021-01-19 10:48:53 main:574] : INFO : Epoch 1554 | loss: 0.0311826 | val_loss: 0.0311825 | Time: 5604.38 ms
[2021-01-19 10:48:59 main:574] : INFO : Epoch 1555 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 5600.57 ms
[2021-01-19 10:49:04 main:574] : INFO : Epoch 1556 | loss: 0.0311802 | val_loss: 0.0311837 | Time: 5609.96 ms
[2021-01-19 10:49:10 main:574] : INFO : Epoch 1557 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 5604.07 ms
[2021-01-19 10:49:16 main:574] : INFO : Epoch 1558 | loss: 0.031178 | val_loss: 0.0311819 | Time: 5601.67 ms
[2021-01-19 10:49:21 main:574] : INFO : Epoch 1559 | loss: 0.0311778 | val_loss: 0.0311804 | Time: 5613 ms
[2021-01-19 10:49:27 main:574] : INFO : Epoch 1560 | loss: 0.031178 | val_loss: 0.0311801 | Time: 5610.61 ms
[2021-01-19 10:49:33 main:574] : INFO : Epoch 1561 | loss: 0.0311781 | val_loss: 0.0311833 | Time: 5605.68 ms
[2021-01-19 10:49:38 main:574] : INFO : Epoch 1562 | loss: 0.0311797 | val_loss: 0.03118 | Time: 5610.94 ms
[2021-01-19 10:49:44 main:574] : INFO : Epoch 1563 | loss: 0.0311775 | val_loss: 0.0311799 | Time: 5599.63 ms
[2021-01-19 10:49:49 main:574] : INFO : Epoch 1564 | loss: 0.0311779 | val_loss: 0.0311794 | Time: 5606.92 ms
[2021-01-19 10:49:55 main:574] : INFO : Epoch 1565 | loss: 0.0311789 | val_loss: 0.0311812 | Time: 5600.12 ms
[2021-01-19 10:50:01 main:574] : INFO : Epoch 1566 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 5610.04 ms
[2021-01-19 10:50:06 main:574] : INFO : Epoch 1567 | loss: 0.0311799 | val_loss: 0.0311799 | Time: 5605.47 ms
[2021-01-19 10:50:12 main:574] : INFO : Epoch 1568 | loss: 0.0311784 | val_loss: 0.0311796 | Time: 5599.49 ms
[2021-01-19 10:50:18 main:574] : INFO : Epoch 1569 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 5613.24 ms
[2021-01-19 10:50:23 main:574] : INFO : Epoch 1570 | loss: 0.031177 | val_loss: 0.0311809 | Time: 5604.65 ms
[2021-01-19 10:50:29 main:574] : INFO : Epoch 1571 | loss: 0.0311775 | val_loss: 0.03118 | Time: 5604.83 ms
[2021-01-19 10:50:35 main:574] : INFO : Epoch 1572 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 5607.59 ms
[2021-01-19 10:50:40 main:574] : INFO : Epoch 1573 | loss: 0.0311787 | val_loss: 0.0311808 | Time: 5603.65 ms
[2021-01-19 10:50:46 main:574] : INFO : Epoch 1574 | loss: 0.0311787 | val_loss: 0.0311818 | Time: 5606.32 ms
[2021-01-19 10:50:52 main:574] : INFO : Epoch 1575 | loss: 0.0311792 | val_loss: 0.0311811 | Time: 5614.42 ms
[2021-01-19 10:50:57 main:574] : INFO : Epoch 1576 | loss: 0.0311793 | val_loss: 0.031182 | Time: 5607.46 ms
[2021-01-19 10:51:03 main:574] : INFO : Epoch 1577 | loss: 0.0311789 | val_loss: 0.031183 | Time: 5603.91 ms
[2021-01-19 10:51:09 main:574] : INFO : Epoch 1578 | loss: 0.0311816 | val_loss: 0.0311844 | Time: 5602.09 ms
[2021-01-19 10:51:14 main:574] : INFO : Epoch 1579 | loss: 0.0311826 | val_loss: 0.0311854 | Time: 5604.4 ms
[2021-01-19 10:51:20 main:574] : INFO : Epoch 1580 | loss: 0.0311824 | val_loss: 0.0311823 | Time: 5614.06 ms
[2021-01-19 10:51:26 main:574] : INFO : Epoch 1581 | loss: 0.0311806 | val_loss: 0.0311825 | Time: 5607.09 ms
[2021-01-19 10:51:31 main:574] : INFO : Epoch 1582 | loss: 0.0311806 | val_loss: 0.0311828 | Time: 5593.9 ms
[2021-01-19 10:51:37 main:574] : INFO : Epoch 1583 | loss: 0.0311809 | val_loss: 0.0311833 | Time: 5607.66 ms
[2021-01-19 10:51:42 main:574] : INFO : Epoch 1584 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 5607.13 ms
[2021-01-19 10:51:48 main:574] : INFO : Epoch 1585 | loss: 0.0311794 | val_loss: 0.0311819 | Time: 5604.56 ms
[2021-01-19 10:51:54 main:574] : INFO : Epoch 1586 | loss: 0.0311786 | val_loss: 0.0311825 | Time: 5606.42 ms
[2021-01-19 10:51:59 main:574] : INFO : Epoch 1587 | loss: 0.0311804 | val_loss: 0.0311838 | Time: 5607.39 ms
[2021-01-19 10:52:05 main:574] : INFO : Epoch 1588 | loss: 0.0311791 | val_loss: 0.0311831 | Time: 5608.09 ms
[2021-01-19 10:52:11 main:574] : INFO : Epoch 1589 | loss: 0.0311794 | val_loss: 0.0311822 | Time: 5605.26 ms
[2021-01-19 10:52:16 main:574] : INFO : Epoch 1590 | loss: 0.0311785 | val_loss: 0.0311818 | Time: 5596.18 ms
[2021-01-19 10:52:22 main:574] : INFO : Epoch 1591 | loss: 0.0311787 | val_loss: 0.0311815 | Time: 5608.33 ms
[2021-01-19 10:52:28 main:574] : INFO : Epoch 1592 | loss: 0.0311786 | val_loss: 0.0311837 | Time: 5602.3 ms
[2021-01-19 10:52:33 main:574] : INFO : Epoch 1593 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 5600.95 ms
[2021-01-19 10:52:39 main:574] : INFO : Epoch 1594 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 5605.69 ms
[2021-01-19 10:52:45 main:574] : INFO : Epoch 1595 | loss: 0.0311797 | val_loss: 0.0311804 | Time: 5601.87 ms
[2021-01-19 10:52:50 main:574] : INFO : Epoch 1596 | loss: 0.0311776 | val_loss: 0.0311814 | Time: 5604.46 ms
[2021-01-19 10:52:56 main:574] : INFO : Epoch 1597 | loss: 0.0311783 | val_loss: 0.0311812 | Time: 5600.5 ms
[2021-01-19 10:53:01 main:574] : INFO : Epoch 1598 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 5604.83 ms
[2021-01-19 10:53:07 main:574] : INFO : Epoch 1599 | loss: 0.0311789 | val_loss: 0.0311805 | Time: 5606.71 ms
[2021-01-19 10:53:13 main:574] : INFO : Epoch 1600 | loss: 0.0311775 | val_loss: 0.0311815 | Time: 5614.22 ms
[2021-01-19 10:53:18 main:574] : INFO : Epoch 1601 | loss: 0.0311781 | val_loss: 0.0311877 | Time: 5607.36 ms
[2021-01-19 10:53:24 main:574] : INFO : Epoch 1602 | loss: 0.0311794 | val_loss: 0.0311837 | Time: 5603.79 ms
[2021-01-19 10:53:30 main:574] : INFO : Epoch 1603 | loss: 0.0311781 | val_loss: 0.0311809 | Time: 5605.9 ms
[2021-01-19 10:53:35 main:574] : INFO : Epoch 1604 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 5615.85 ms
[2021-01-19 10:53:41 main:574] : INFO : Epoch 1605 | loss: 0.0311778 | val_loss: 0.0311822 | Time: 5603.87 ms
[2021-01-19 10:53:47 main:574] : INFO : Epoch 1606 | loss: 0.0311775 | val_loss: 0.0311806 | Time: 5606.02 ms
[2021-01-19 10:53:52 main:574] : INFO : Epoch 1607 | loss: 0.0311772 | val_loss: 0.0311805 | Time: 5605.16 ms
[2021-01-19 10:53:58 main:574] : INFO : Epoch 1608 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 5610.38 ms
[2021-01-19 10:54:04 main:574] : INFO : Epoch 1609 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 5597.04 ms
[2021-01-19 10:54:09 main:574] : INFO : Epoch 1610 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 5611.81 ms
[2021-01-19 10:54:15 main:574] : INFO : Epoch 1611 | loss: 0.0311776 | val_loss: 0.0311805 | Time: 5607.06 ms
[2021-01-19 10:54:21 main:574] : INFO : Epoch 1612 | loss: 0.03118 | val_loss: 0.0311809 | Time: 5604.34 ms
[2021-01-19 10:54:26 main:574] : INFO : Epoch 1613 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 5611.45 ms
[2021-01-19 10:54:32 main:574] : INFO : Epoch 1614 | loss: 0.0311775 | val_loss: 0.0311815 | Time: 5597.74 ms
[2021-01-19 10:54:38 main:574] : INFO : Epoch 1615 | loss: 0.0311787 | val_loss: 0.031182 | Time: 5607.07 ms
[2021-01-19 10:54:43 main:574] : INFO : Epoch 1616 | loss: 0.0311796 | val_loss: 0.0311819 | Time: 5616.92 ms
[2021-01-19 10:54:49 main:574] : INFO : Epoch 1617 | loss: 0.0311792 | val_loss: 0.0311811 | Time: 5600.43 ms
[2021-01-19 10:54:55 main:574] : INFO : Epoch 1618 | loss: 0.0311782 | val_loss: 0.0311814 | Time: 5596.65 ms
[2021-01-19 10:55:00 main:574] : INFO : Epoch 1619 | loss: 0.031179 | val_loss: 0.031182 | Time: 5604.32 ms
[2021-01-19 10:55:06 main:574] : INFO : Epoch 1620 | loss: 0.0311801 | val_loss: 0.0311809 | Time: 5619.69 ms
[2021-01-19 10:55:12 main:574] : INFO : Epoch 1621 | loss: 0.0311809 | val_loss: 0.0311814 | Time: 5607.24 ms
[2021-01-19 10:55:18 main:574] : INFO : Epoch 1622 | loss: 0.03118 | val_loss: 0.0311814 | Time: 5603 ms
[2021-01-19 10:55:23 main:574] : INFO : Epoch 1623 | loss: 0.0311796 | val_loss: 0.0311835 | Time: 5600.75 ms
[2021-01-19 10:55:29 main:574] : INFO : Epoch 1624 | loss: 0.0311789 | val_loss: 0.0311813 | Time: 5615.13 ms
[2021-01-19 10:55:35 main:574] : INFO : Epoch 1625 | loss: 0.0311793 | val_loss: 0.0311818 | Time: 5607.19 ms
[2021-01-19 10:55:40 main:574] : INFO : Epoch 1626 | loss: 0.0311823 | val_loss: 0.0311843 | Time: 5616.13 ms
[2021-01-19 10:55:46 main:574] : INFO : Epoch 1627 | loss: 0.0311838 | val_loss: 0.0311991 | Time: 5600.82 ms
[2021-01-19 10:55:52 main:574] : INFO : Epoch 1628 | loss: 0.0326888 | val_loss: 0.0538193 | Time: 5609.05 ms
[2021-01-19 10:55:57 main:574] : INFO : Epoch 1629 | loss: 0.0374277 | val_loss: 0.0325972 | Time: 5607.94 ms
[2021-01-19 10:56:03 main:574] : INFO : Epoch 1630 | loss: 0.0323255 | val_loss: 0.0313807 | Time: 5604.05 ms
[2021-01-19 10:56:09 main:574] : INFO : Epoch 1631 | loss: 0.0313342 | val_loss: 0.0312398 | Time: 5605.4 ms
[2021-01-19 10:56:14 main:574] : INFO : Epoch 1632 | loss: 0.0312249 | val_loss: 0.0312115 | Time: 5615.32 ms
[2021-01-19 10:56:20 main:574] : INFO : Epoch 1633 | loss: 0.031203 | val_loss: 0.0312027 | Time: 5605.65 ms
[2021-01-19 10:56:25 main:574] : INFO : Epoch 1634 | loss: 0.0311969 | val_loss: 0.031199 | Time: 5612.96 ms
[2021-01-19 10:56:31 main:574] : INFO : Epoch 1635 | loss: 0.0311943 | val_loss: 0.0311981 | Time: 5607.67 ms
[2021-01-19 10:56:37 main:574] : INFO : Epoch 1636 | loss: 0.0311926 | val_loss: 0.0311967 | Time: 5613.97 ms
[2021-01-19 10:56:43 main:574] : INFO : Epoch 1637 | loss: 0.0311907 | val_loss: 0.0311948 | Time: 5602.98 ms
[2021-01-19 10:56:48 main:574] : INFO : Epoch 1638 | loss: 0.0311894 | val_loss: 0.031194 | Time: 5603.76 ms
[2021-01-19 10:56:54 main:574] : INFO : Epoch 1639 | loss: 0.0311883 | val_loss: 0.0311937 | Time: 5606.11 ms
[2021-01-19 10:56:59 main:574] : INFO : Epoch 1640 | loss: 0.0311877 | val_loss: 0.0311933 | Time: 5610.12 ms
[2021-01-19 10:57:05 main:574] : INFO : Epoch 1641 | loss: 0.0311876 | val_loss: 0.031192 | Time: 5614.33 ms
[2021-01-19 10:57:11 main:574] : INFO : Epoch 1642 | loss: 0.0311872 | val_loss: 0.0311909 | Time: 5609.36 ms
[2021-01-19 10:57:16 main:574] : INFO : Epoch 1643 | loss: 0.0311874 | val_loss: 0.031191 | Time: 5606.6 ms
[2021-01-19 10:57:22 main:574] : INFO : Epoch 1644 | loss: 0.0311875 | val_loss: 0.0311897 | Time: 5613.35 ms
[2021-01-19 10:57:28 main:574] : INFO : Epoch 1645 | loss: 0.0311879 | val_loss: 0.0311898 | Time: 5609.08 ms
[2021-01-19 10:57:33 main:574] : INFO : Epoch 1646 | loss: 0.0311874 | val_loss: 0.0311894 | Time: 5610.41 ms
[2021-01-19 10:57:39 main:574] : INFO : Epoch 1647 | loss: 0.0311865 | val_loss: 0.0311901 | Time: 5606.92 ms
[2021-01-19 10:57:45 main:574] : INFO : Epoch 1648 | loss: 0.0311857 | val_loss: 0.0311896 | Time: 5609.55 ms
[2021-01-19 10:57:50 main:574] : INFO : Epoch 1649 | loss: 0.0311853 | val_loss: 0.0311894 | Time: 5605.92 ms
[2021-01-19 10:57:56 main:574] : INFO : Epoch 1650 | loss: 0.0311854 | val_loss: 0.0311888 | Time: 5609.12 ms
[2021-01-19 10:58:02 main:574] : INFO : Epoch 1651 | loss: 0.0311849 | val_loss: 0.0311883 | Time: 5597.34 ms
[2021-01-19 10:58:07 main:574] : INFO : Epoch 1652 | loss: 0.0311844 | val_loss: 0.0311884 | Time: 5600.59 ms
[2021-01-19 10:58:13 main:574] : INFO : Epoch 1653 | loss: 0.0311836 | val_loss: 0.0311873 | Time: 5600.61 ms
[2021-01-19 10:58:19 main:574] : INFO : Epoch 1654 | loss: 0.0311831 | val_loss: 0.0311872 | Time: 5605.64 ms
[2021-01-19 10:58:24 main:574] : INFO : Epoch 1655 | loss: 0.0311828 | val_loss: 0.031186 | Time: 5603.47 ms
[2021-01-19 10:58:30 main:574] : INFO : Epoch 1656 | loss: 0.0311831 | val_loss: 0.0311864 | Time: 5604.92 ms
[2021-01-19 10:58:36 main:574] : INFO : Epoch 1657 | loss: 0.0311831 | val_loss: 0.0311864 | Time: 5601.79 ms
[2021-01-19 10:58:41 main:574] : INFO : Epoch 1658 | loss: 0.031183 | val_loss: 0.0311868 | Time: 5605.8 ms
[2021-01-19 10:58:47 main:574] : INFO : Epoch 1659 | loss: 0.0311828 | val_loss: 0.0311859 | Time: 5605.97 ms
[2021-01-19 10:58:53 main:574] : INFO : Epoch 1660 | loss: 0.0311824 | val_loss: 0.0311863 | Time: 5602.13 ms
[2021-01-19 10:58:58 main:574] : INFO : Epoch 1661 | loss: 0.0311822 | val_loss: 0.0311861 | Time: 5621.26 ms
[2021-01-19 10:59:04 main:574] : INFO : Epoch 1662 | loss: 0.0311817 | val_loss: 0.0311862 | Time: 5609.6 ms
[2021-01-19 10:59:10 main:574] : INFO : Epoch 1663 | loss: 0.0311824 | val_loss: 0.0311861 | Time: 5610.03 ms
[2021-01-19 10:59:15 main:574] : INFO : Epoch 1664 | loss: 0.0311826 | val_loss: 0.031186 | Time: 5609.29 ms
[2021-01-19 10:59:21 main:574] : INFO : Epoch 1665 | loss: 0.0311822 | val_loss: 0.0311867 | Time: 5603.43 ms
[2021-01-19 10:59:27 main:574] : INFO : Epoch 1666 | loss: 0.031182 | val_loss: 0.0311857 | Time: 5617.69 ms
[2021-01-19 10:59:32 main:574] : INFO : Epoch 1667 | loss: 0.0311815 | val_loss: 0.0311845 | Time: 5607.34 ms
[2021-01-19 10:59:38 main:574] : INFO : Epoch 1668 | loss: 0.0311811 | val_loss: 0.0311847 | Time: 5605.9 ms
[2021-01-19 10:59:44 main:574] : INFO : Epoch 1669 | loss: 0.0311813 | val_loss: 0.0311844 | Time: 5609.44 ms
[2021-01-19 10:59:49 main:574] : INFO : Epoch 1670 | loss: 0.0311823 | val_loss: 0.0311844 | Time: 5604.86 ms
[2021-01-19 10:59:55 main:574] : INFO : Epoch 1671 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 5611.64 ms
[2021-01-19 11:00:01 main:574] : INFO : Epoch 1672 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 5606.14 ms
[2021-01-19 11:00:06 main:574] : INFO : Epoch 1673 | loss: 0.0311822 | val_loss: 0.0311829 | Time: 5610.34 ms
[2021-01-19 11:00:12 main:574] : INFO : Epoch 1674 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 5597.76 ms
[2021-01-19 11:00:17 main:574] : INFO : Epoch 1675 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 5614.59 ms
[2021-01-19 11:00:23 main:574] : INFO : Epoch 1676 | loss: 0.0311806 | val_loss: 0.0311823 | Time: 5604.63 ms
[2021-01-19 11:00:29 main:574] : INFO : Epoch 1677 | loss: 0.031181 | val_loss: 0.0311828 | Time: 5607.78 ms
[2021-01-19 11:00:34 main:574] : INFO : Epoch 1678 | loss: 0.0311807 | val_loss: 0.0311831 | Time: 5604.14 ms
[2021-01-19 11:00:40 main:574] : INFO : Epoch 1679 | loss: 0.031181 | val_loss: 0.0311827 | Time: 5605.72 ms
[2021-01-19 11:00:46 main:574] : INFO : Epoch 1680 | loss: 0.0311803 | val_loss: 0.0311833 | Time: 5607.12 ms
[2021-01-19 11:00:51 main:574] : INFO : Epoch 1681 | loss: 0.0311806 | val_loss: 0.031183 | Time: 5603.4 ms
[2021-01-19 11:00:57 main:574] : INFO : Epoch 1682 | loss: 0.0311817 | val_loss: 0.0311834 | Time: 5607.7 ms
[2021-01-19 11:01:03 main:574] : INFO : Epoch 1683 | loss: 0.0311816 | val_loss: 0.0311837 | Time: 5606.25 ms
[2021-01-19 11:01:08 main:574] : INFO : Epoch 1684 | loss: 0.0311815 | val_loss: 0.0311838 | Time: 5602.45 ms
[2021-01-19 11:01:14 main:574] : INFO : Epoch 1685 | loss: 0.0311806 | val_loss: 0.031185 | Time: 5602.59 ms
[2021-01-19 11:01:20 main:574] : INFO : Epoch 1686 | loss: 0.0311828 | val_loss: 0.0311847 | Time: 5604 ms
[2021-01-19 11:01:25 main:574] : INFO : Epoch 1687 | loss: 0.0311827 | val_loss: 0.0311838 | Time: 5602.86 ms
[2021-01-19 11:01:31 main:574] : INFO : Epoch 1688 | loss: 0.0311814 | val_loss: 0.0311834 | Time: 5607.64 ms
[2021-01-19 11:01:37 main:574] : INFO : Epoch 1689 | loss: 0.0311811 | val_loss: 0.0311823 | Time: 5606.08 ms
[2021-01-19 11:01:42 main:574] : INFO : Epoch 1690 | loss: 0.0311807 | val_loss: 0.0311826 | Time: 5600.81 ms
[2021-01-19 11:01:48 main:574] : INFO : Epoch 1691 | loss: 0.0311804 | val_loss: 0.0311828 | Time: 5609.91 ms
[2021-01-19 11:01:54 main:574] : INFO : Epoch 1692 | loss: 0.0311807 | val_loss: 0.0311827 | Time: 5609.59 ms
[2021-01-19 11:01:59 main:574] : INFO : Epoch 1693 | loss: 0.0311795 | val_loss: 0.0311834 | Time: 5606.18 ms
[2021-01-19 11:02:05 main:574] : INFO : Epoch 1694 | loss: 0.0311807 | val_loss: 0.0311824 | Time: 5601.62 ms
[2021-01-19 11:02:11 main:574] : INFO : Epoch 1695 | loss: 0.0311802 | val_loss: 0.0311826 | Time: 5614.51 ms
[2021-01-19 11:02:16 main:574] : INFO : Epoch 1696 | loss: 0.0311803 | val_loss: 0.0311826 | Time: 5609.19 ms
[2021-01-19 11:02:22 main:574] : INFO : Epoch 1697 | loss: 0.0311802 | val_loss: 0.0311843 | Time: 5612.53 ms
[2021-01-19 11:02:28 main:574] : INFO : Epoch 1698 | loss: 0.0311805 | val_loss: 0.0311823 | Time: 5612.09 ms
[2021-01-19 11:02:33 main:574] : INFO : Epoch 1699 | loss: 0.0311799 | val_loss: 0.0311827 | Time: 5606.81 ms
[2021-01-19 11:02:39 main:574] : INFO : Epoch 1700 | loss: 0.0311794 | val_loss: 0.0311825 | Time: 5609.03 ms
[2021-01-19 11:02:45 main:574] : INFO : Epoch 1701 | loss: 0.0311794 | val_loss: 0.0311826 | Time: 5601.15 ms
[2021-01-19 11:02:50 main:574] : INFO : Epoch 1702 | loss: 0.0311795 | val_loss: 0.0311829 | Time: 5610.17 ms
[2021-01-19 11:02:56 main:574] : INFO : Epoch 1703 | loss: 0.0311789 | val_loss: 0.0311824 | Time: 5602.99 ms
[2021-01-19 11:03:02 main:574] : INFO : Epoch 1704 | loss: 0.0311787 | val_loss: 0.0311817 | Time: 5613.77 ms
[2021-01-19 11:03:07 main:574] : INFO : Epoch 1705 | loss: 0.0311788 | val_loss: 0.0311821 | Time: 5612.02 ms
[2021-01-19 11:03:13 main:574] : INFO : Epoch 1706 | loss: 0.0311791 | val_loss: 0.0311817 | Time: 5610.59 ms
[2021-01-19 11:03:19 main:574] : INFO : Epoch 1707 | loss: 0.0311804 | val_loss: 0.0311851 | Time: 5600.9 ms
[2021-01-19 11:03:24 main:574] : INFO : Epoch 1708 | loss: 0.0311821 | val_loss: 0.0311844 | Time: 5601.26 ms
[2021-01-19 11:03:30 main:574] : INFO : Epoch 1709 | loss: 0.0311825 | val_loss: 0.0311859 | Time: 5616.72 ms
[2021-01-19 11:03:36 main:574] : INFO : Epoch 1710 | loss: 0.031183 | val_loss: 0.0311862 | Time: 5607.73 ms
[2021-01-19 11:03:41 main:574] : INFO : Epoch 1711 | loss: 0.0311833 | val_loss: 0.0311851 | Time: 5603.16 ms
[2021-01-19 11:03:47 main:574] : INFO : Epoch 1712 | loss: 0.0311843 | val_loss: 0.0311845 | Time: 5613 ms
[2021-01-19 11:03:53 main:574] : INFO : Epoch 1713 | loss: 0.0311847 | val_loss: 0.0311856 | Time: 5608.09 ms
[2021-01-19 11:03:58 main:574] : INFO : Epoch 1714 | loss: 0.0311835 | val_loss: 0.031184 | Time: 5604.19 ms
[2021-01-19 11:04:04 main:574] : INFO : Epoch 1715 | loss: 0.0311831 | val_loss: 0.0311839 | Time: 5606.49 ms
[2021-01-19 11:04:10 main:574] : INFO : Epoch 1716 | loss: 0.0311824 | val_loss: 0.0311836 | Time: 5603.91 ms
[2021-01-19 11:04:15 main:574] : INFO : Epoch 1717 | loss: 0.0311823 | val_loss: 0.0311834 | Time: 5607.83 ms
[2021-01-19 11:04:21 main:574] : INFO : Epoch 1718 | loss: 0.0311812 | val_loss: 0.0311844 | Time: 5612.39 ms
[2021-01-19 11:04:26 main:574] : INFO : Epoch 1719 | loss: 0.0311814 | val_loss: 0.0311834 | Time: 5605.7 ms
[2021-01-19 11:04:32 main:574] : INFO : Epoch 1720 | loss: 0.0311806 | val_loss: 0.0311839 | Time: 5608.84 ms
[2021-01-19 11:04:38 main:574] : INFO : Epoch 1721 | loss: 0.0311804 | val_loss: 0.0311827 | Time: 5613.37 ms
[2021-01-19 11:04:43 main:574] : INFO : Epoch 1722 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 5608.04 ms
[2021-01-19 11:04:49 main:574] : INFO : Epoch 1723 | loss: 0.0311811 | val_loss: 0.0311841 | Time: 5606.24 ms
[2021-01-19 11:04:55 main:574] : INFO : Epoch 1724 | loss: 0.0311831 | val_loss: 0.0311837 | Time: 5607.75 ms
[2021-01-19 11:05:00 main:574] : INFO : Epoch 1725 | loss: 0.0311827 | val_loss: 0.0311835 | Time: 5611.77 ms
[2021-01-19 11:05:06 main:574] : INFO : Epoch 1726 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 5607.83 ms
[2021-01-19 11:05:12 main:574] : INFO : Epoch 1727 | loss: 0.0311815 | val_loss: 0.0311826 | Time: 5603.43 ms
[2021-01-19 11:05:17 main:574] : INFO : Epoch 1728 | loss: 0.0311821 | val_loss: 0.0311834 | Time: 5601.88 ms
[2021-01-19 11:05:23 main:574] : INFO : Epoch 1729 | loss: 0.0311812 | val_loss: 0.0311844 | Time: 5611.37 ms
[2021-01-19 11:05:29 main:574] : INFO : Epoch 1730 | loss: 0.0311819 | val_loss: 0.0311851 | Time: 5602.28 ms
[2021-01-19 11:05:34 main:574] : INFO : Epoch 1731 | loss: 0.0311825 | val_loss: 0.0311851 | Time: 5619.49 ms
[2021-01-19 11:05:40 main:574] : INFO : Epoch 1732 | loss: 0.0311819 | val_loss: 0.0311839 | Time: 5618.43 ms
[2021-01-19 11:05:46 main:574] : INFO : Epoch 1733 | loss: 0.0311813 | val_loss: 0.0311836 | Time: 5605.77 ms
[2021-01-19 11:05:51 main:574] : INFO : Epoch 1734 | loss: 0.0311807 | val_loss: 0.031184 | Time: 5617.82 ms
[2021-01-19 11:05:57 main:574] : INFO : Epoch 1735 | loss: 0.0311825 | val_loss: 0.0311863 | Time: 5611.95 ms
[2021-01-19 11:06:03 main:574] : INFO : Epoch 1736 | loss: 0.0311803 | val_loss: 0.0311824 | Time: 5608.88 ms
[2021-01-19 11:06:08 main:574] : INFO : Epoch 1737 | loss: 0.0311808 | val_loss: 0.0311833 | Time: 5615.56 ms
[2021-01-19 11:06:14 main:574] : INFO : Epoch 1738 | loss: 0.0311804 | val_loss: 0.0311848 | Time: 5621.53 ms
[2021-01-19 11:06:20 main:574] : INFO : Epoch 1739 | loss: 0.0311813 | val_loss: 0.0311849 | Time: 5610.06 ms
[2021-01-19 11:06:25 main:574] : INFO : Epoch 1740 | loss: 0.0311811 | val_loss: 0.0311834 | Time: 5602.99 ms
[2021-01-19 11:06:31 main:574] : INFO : Epoch 1741 | loss: 0.0311793 | val_loss: 0.0311832 | Time: 5606.93 ms
[2021-01-19 11:06:37 main:574] : INFO : Epoch 1742 | loss: 0.0311806 | val_loss: 0.0311842 | Time: 5613.6 ms
[2021-01-19 11:06:42 main:574] : INFO : Epoch 1743 | loss: 0.0311804 | val_loss: 0.0311848 | Time: 5606.54 ms
[2021-01-19 11:06:48 main:574] : INFO : Epoch 1744 | loss: 0.0311811 | val_loss: 0.031183 | Time: 5611.87 ms
[2021-01-19 11:06:54 main:574] : INFO : Epoch 1745 | loss: 0.03118 | val_loss: 0.031183 | Time: 5606.54 ms
[2021-01-19 11:06:59 main:574] : INFO : Epoch 1746 | loss: 0.03118 | val_loss: 0.0311826 | Time: 5603.9 ms
[2021-01-19 11:07:05 main:574] : INFO : Epoch 1747 | loss: 0.0311813 | val_loss: 0.0311823 | Time: 5609.06 ms
[2021-01-19 11:07:11 main:574] : INFO : Epoch 1748 | loss: 0.0311813 | val_loss: 0.031184 | Time: 5606.6 ms
[2021-01-19 11:07:16 main:574] : INFO : Epoch 1749 | loss: 0.0311825 | val_loss: 0.0311837 | Time: 5608.59 ms
[2021-01-19 11:07:22 main:574] : INFO : Epoch 1750 | loss: 0.0311828 | val_loss: 0.0311859 | Time: 5605.58 ms
[2021-01-19 11:07:28 main:574] : INFO : Epoch 1751 | loss: 0.0311825 | val_loss: 0.0311839 | Time: 5607.36 ms
[2021-01-19 11:07:33 main:574] : INFO : Epoch 1752 | loss: 0.0311804 | val_loss: 0.031183 | Time: 5611.11 ms
[2021-01-19 11:07:39 main:574] : INFO : Epoch 1753 | loss: 0.0311799 | val_loss: 0.0311832 | Time: 5604.81 ms
[2021-01-19 11:07:45 main:574] : INFO : Epoch 1754 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 5608.9 ms
[2021-01-19 11:07:50 main:574] : INFO : Epoch 1755 | loss: 0.0311797 | val_loss: 0.0311833 | Time: 5611.73 ms
[2021-01-19 11:07:56 main:574] : INFO : Epoch 1756 | loss: 0.0311808 | val_loss: 0.0311824 | Time: 5613.98 ms
[2021-01-19 11:08:01 main:574] : INFO : Epoch 1757 | loss: 0.0311812 | val_loss: 0.0311862 | Time: 5607.61 ms
[2021-01-19 11:08:07 main:574] : INFO : Epoch 1758 | loss: 0.0311813 | val_loss: 0.0311852 | Time: 5602.12 ms
[2021-01-19 11:08:13 main:574] : INFO : Epoch 1759 | loss: 0.0311792 | val_loss: 0.0311837 | Time: 5607.67 ms
[2021-01-19 11:08:19 main:574] : INFO : Epoch 1760 | loss: 0.0311803 | val_loss: 0.0311843 | Time: 5621.21 ms
[2021-01-19 11:08:24 main:574] : INFO : Epoch 1761 | loss: 0.0311806 | val_loss: 0.0311833 | Time: 5609.23 ms
[2021-01-19 11:08:30 main:574] : INFO : Epoch 1762 | loss: 0.03118 | val_loss: 0.0311853 | Time: 5603.97 ms
[2021-01-19 11:08:35 main:574] : INFO : Epoch 1763 | loss: 0.0311795 | val_loss: 0.0311823 | Time: 5598.78 ms
[2021-01-19 11:08:41 main:574] : INFO : Epoch 1764 | loss: 0.0311795 | val_loss: 0.0311821 | Time: 5614.78 ms
[2021-01-19 11:08:47 main:574] : INFO : Epoch 1765 | loss: 0.0311791 | val_loss: 0.0311829 | Time: 5607.33 ms
[2021-01-19 11:08:52 main:574] : INFO : Epoch 1766 | loss: 0.0311791 | val_loss: 0.0311829 | Time: 5604.29 ms
[2021-01-19 11:08:58 main:574] : INFO : Epoch 1767 | loss: 0.0311786 | val_loss: 0.0311821 | Time: 5604.13 ms
[2021-01-19 11:09:04 main:574] : INFO : Epoch 1768 | loss: 0.0311795 | val_loss: 0.0311837 | Time: 5601.06 ms
[2021-01-19 11:09:09 main:574] : INFO : Epoch 1769 | loss: 0.0311803 | val_loss: 0.0311815 | Time: 5607.44 ms
[2021-01-19 11:09:15 main:574] : INFO : Epoch 1770 | loss: 0.0311793 | val_loss: 0.031182 | Time: 5608.4 ms
[2021-01-19 11:09:21 main:574] : INFO : Epoch 1771 | loss: 0.0311797 | val_loss: 0.031182 | Time: 5604.66 ms
[2021-01-19 11:09:26 main:574] : INFO : Epoch 1772 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 5613.6 ms
[2021-01-19 11:09:32 main:574] : INFO : Epoch 1773 | loss: 0.0311809 | val_loss: 0.0311829 | Time: 5608.56 ms
[2021-01-19 11:09:38 main:574] : INFO : Epoch 1774 | loss: 0.031179 | val_loss: 0.031183 | Time: 5607.38 ms
[2021-01-19 11:09:43 main:574] : INFO : Epoch 1775 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 5606.15 ms
[2021-01-19 11:09:49 main:574] : INFO : Epoch 1776 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 5606.24 ms
[2021-01-19 11:09:55 main:574] : INFO : Epoch 1777 | loss: 0.0311789 | val_loss: 0.0311831 | Time: 5611.26 ms
[2021-01-19 11:10:00 main:574] : INFO : Epoch 1778 | loss: 0.0311795 | val_loss: 0.0311851 | Time: 5604.81 ms
[2021-01-19 11:10:06 main:574] : INFO : Epoch 1779 | loss: 0.03118 | val_loss: 0.0311825 | Time: 5614.4 ms
[2021-01-19 11:10:12 main:574] : INFO : Epoch 1780 | loss: 0.0311795 | val_loss: 0.0311815 | Time: 5609.46 ms
[2021-01-19 11:10:18 main:574] : INFO : Epoch 1781 | loss: 0.0311783 | val_loss: 0.0311818 | Time: 5614.23 ms
[2021-01-19 11:10:23 main:574] : INFO : Epoch 1782 | loss: 0.0311773 | val_loss: 0.0311844 | Time: 5612.26 ms
[2021-01-19 11:10:29 main:574] : INFO : Epoch 1783 | loss: 0.0311787 | val_loss: 0.0311821 | Time: 5602.69 ms
[2021-01-19 11:10:35 main:574] : INFO : Epoch 1784 | loss: 0.0311789 | val_loss: 0.0311831 | Time: 5615.59 ms
[2021-01-19 11:10:40 main:574] : INFO : Epoch 1785 | loss: 0.0311766 | val_loss: 0.0311838 | Time: 5609.47 ms
[2021-01-19 11:10:46 main:574] : INFO : Epoch 1786 | loss: 0.0311774 | val_loss: 0.0311841 | Time: 5606.84 ms
[2021-01-19 11:10:52 main:574] : INFO : Epoch 1787 | loss: 0.0311782 | val_loss: 0.0311846 | Time: 5616.48 ms
[2021-01-19 11:10:57 main:574] : INFO : Epoch 1788 | loss: 0.0311779 | val_loss: 0.0311825 | Time: 5606.43 ms
[2021-01-19 11:11:03 main:574] : INFO : Epoch 1789 | loss: 0.0311794 | val_loss: 0.0311858 | Time: 5613.02 ms
[2021-01-19 11:11:09 main:574] : INFO : Epoch 1790 | loss: 0.031181 | val_loss: 0.0311849 | Time: 5606.2 ms
[2021-01-19 11:11:14 main:574] : INFO : Epoch 1791 | loss: 0.0311779 | val_loss: 0.0311839 | Time: 5603.56 ms
[2021-01-19 11:11:20 main:574] : INFO : Epoch 1792 | loss: 0.0311789 | val_loss: 0.0311837 | Time: 5612.34 ms
[2021-01-19 11:11:26 main:574] : INFO : Epoch 1793 | loss: 0.0311789 | val_loss: 0.0311859 | Time: 5608.86 ms
[2021-01-19 11:11:31 main:574] : INFO : Epoch 1794 | loss: 0.0311834 | val_loss: 0.0311898 | Time: 5607.68 ms
[2021-01-19 11:11:37 main:574] : INFO : Epoch 1795 | loss: 0.0311846 | val_loss: 0.0311877 | Time: 5606.07 ms
[2021-01-19 11:11:43 main:574] : INFO : Epoch 1796 | loss: 0.0311833 | val_loss: 0.0311891 | Time: 5603.53 ms
[2021-01-19 11:11:48 main:574] : INFO : Epoch 1797 | loss: 0.0311846 | val_loss: 0.0311903 | Time: 5606.77 ms
[2021-01-19 11:11:54 main:574] : INFO : Epoch 1798 | loss: 0.0311851 | val_loss: 0.0311913 | Time: 5600.46 ms
[2021-01-19 11:12:00 main:574] : INFO : Epoch 1799 | loss: 0.0311852 | val_loss: 0.0311881 | Time: 5611.42 ms
[2021-01-19 11:12:05 main:574] : INFO : Epoch 1800 | loss: 0.0311849 | val_loss: 0.0311852 | Time: 5617.85 ms
[2021-01-19 11:12:11 main:574] : INFO : Epoch 1801 | loss: 0.0311833 | val_loss: 0.0311834 | Time: 5610.06 ms
[2021-01-19 11:12:17 main:574] : INFO : Epoch 1802 | loss: 0.0311827 | val_loss: 0.0311849 | Time: 5606.67 ms
[2021-01-19 11:12:22 main:574] : INFO : Epoch 1803 | loss: 0.0311838 | val_loss: 0.0311851 | Time: 5615.33 ms
[2021-01-19 11:12:28 main:574] : INFO : Epoch 1804 | loss: 0.031184 | val_loss: 0.0311861 | Time: 5599.85 ms
[2021-01-19 11:12:34 main:574] : INFO : Epoch 1805 | loss: 0.031183 | val_loss: 0.0311833 | Time: 5613.89 ms
[2021-01-19 11:12:39 main:574] : INFO : Epoch 1806 | loss: 0.0311822 | val_loss: 0.0311842 | Time: 5610.12 ms
[2021-01-19 11:12:45 main:574] : INFO : Epoch 1807 | loss: 0.0311824 | val_loss: 0.0311859 | Time: 5602.13 ms
[2021-01-19 11:12:51 main:574] : INFO : Epoch 1808 | loss: 0.0311841 | val_loss: 0.0311873 | Time: 5606.45 ms
[2021-01-19 11:12:56 main:574] : INFO : Epoch 1809 | loss: 0.031183 | val_loss: 0.0311843 | Time: 5616.69 ms
[2021-01-19 11:13:02 main:574] : INFO : Epoch 1810 | loss: 0.0311819 | val_loss: 0.031185 | Time: 5601.05 ms
[2021-01-19 11:13:07 main:574] : INFO : Epoch 1811 | loss: 0.0311823 | val_loss: 0.0311851 | Time: 5616.04 ms
[2021-01-19 11:13:13 main:574] : INFO : Epoch 1812 | loss: 0.0311827 | val_loss: 0.0311845 | Time: 5607.79 ms
[2021-01-19 11:13:19 main:574] : INFO : Epoch 1813 | loss: 0.0311823 | val_loss: 0.0311846 | Time: 5604.06 ms
[2021-01-19 11:13:24 main:574] : INFO : Epoch 1814 | loss: 0.0311834 | val_loss: 0.031187 | Time: 5609.06 ms
[2021-01-19 11:13:30 main:574] : INFO : Epoch 1815 | loss: 0.0311839 | val_loss: 0.0311854 | Time: 5610 ms
[2021-01-19 11:13:36 main:574] : INFO : Epoch 1816 | loss: 0.0311826 | val_loss: 0.0311859 | Time: 5619.86 ms
[2021-01-19 11:13:41 main:574] : INFO : Epoch 1817 | loss: 0.031182 | val_loss: 0.0311852 | Time: 5603.42 ms
[2021-01-19 11:13:47 main:574] : INFO : Epoch 1818 | loss: 0.0311821 | val_loss: 0.0311856 | Time: 5616.6 ms
[2021-01-19 11:13:53 main:574] : INFO : Epoch 1819 | loss: 0.0311817 | val_loss: 0.0311877 | Time: 5605.29 ms
[2021-01-19 11:13:58 main:574] : INFO : Epoch 1820 | loss: 0.031183 | val_loss: 0.031186 | Time: 5608.64 ms
[2021-01-19 11:14:04 main:574] : INFO : Epoch 1821 | loss: 0.0311838 | val_loss: 0.0311861 | Time: 5622.45 ms
[2021-01-19 11:14:10 main:574] : INFO : Epoch 1822 | loss: 0.0311822 | val_loss: 0.0311872 | Time: 5613.06 ms
[2021-01-19 11:14:15 main:574] : INFO : Epoch 1823 | loss: 0.0311841 | val_loss: 0.0311871 | Time: 5601.12 ms
[2021-01-19 11:14:21 main:574] : INFO : Epoch 1824 | loss: 0.0311821 | val_loss: 0.0311835 | Time: 5607.31 ms
[2021-01-19 11:14:27 main:574] : INFO : Epoch 1825 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 5611.9 ms
[2021-01-19 11:14:32 main:574] : INFO : Epoch 1826 | loss: 0.0311806 | val_loss: 0.0311844 | Time: 5604.87 ms
[2021-01-19 11:14:38 main:574] : INFO : Epoch 1827 | loss: 0.0311804 | val_loss: 0.0311851 | Time: 5607.6 ms
[2021-01-19 11:14:44 main:574] : INFO : Epoch 1828 | loss: 0.0311834 | val_loss: 0.0311839 | Time: 5607.06 ms
[2021-01-19 11:14:49 main:574] : INFO : Epoch 1829 | loss: 0.0311831 | val_loss: 0.0311849 | Time: 5611.6 ms
[2021-01-19 11:14:55 main:574] : INFO : Epoch 1830 | loss: 0.0311815 | val_loss: 0.031185 | Time: 5606.86 ms
[2021-01-19 11:15:01 main:574] : INFO : Epoch 1831 | loss: 0.0311825 | val_loss: 0.0311849 | Time: 5601.59 ms
[2021-01-19 11:15:06 main:574] : INFO : Epoch 1832 | loss: 0.0311832 | val_loss: 0.0311866 | Time: 5607.45 ms
[2021-01-19 11:15:12 main:574] : INFO : Epoch 1833 | loss: 0.0311809 | val_loss: 0.0311876 | Time: 5620.55 ms
[2021-01-19 11:15:18 main:574] : INFO : Epoch 1834 | loss: 0.0311807 | val_loss: 0.0311849 | Time: 5606.76 ms
[2021-01-19 11:15:23 main:574] : INFO : Epoch 1835 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 5607.93 ms
[2021-01-19 11:15:29 main:574] : INFO : Epoch 1836 | loss: 0.0311802 | val_loss: 0.0311839 | Time: 5602.75 ms
[2021-01-19 11:15:35 main:574] : INFO : Epoch 1837 | loss: 0.0311807 | val_loss: 0.0311846 | Time: 5614 ms
[2021-01-19 11:15:40 main:574] : INFO : Epoch 1838 | loss: 0.0311799 | val_loss: 0.0311848 | Time: 5611.01 ms
[2021-01-19 11:15:46 main:574] : INFO : Epoch 1839 | loss: 0.0311798 | val_loss: 0.0311848 | Time: 5609.12 ms
[2021-01-19 11:15:51 main:574] : INFO : Epoch 1840 | loss: 0.0311792 | val_loss: 0.0311852 | Time: 5607.23 ms
[2021-01-19 11:15:57 main:574] : INFO : Epoch 1841 | loss: 0.031181 | val_loss: 0.0311848 | Time: 5610.91 ms
[2021-01-19 11:16:03 main:574] : INFO : Epoch 1842 | loss: 0.0311792 | val_loss: 0.0311862 | Time: 5605.03 ms
[2021-01-19 11:16:08 main:574] : INFO : Epoch 1843 | loss: 0.0311792 | val_loss: 0.0311848 | Time: 5604.77 ms
[2021-01-19 11:16:14 main:574] : INFO : Epoch 1844 | loss: 0.0311799 | val_loss: 0.0311872 | Time: 5612.7 ms
[2021-01-19 11:16:20 main:574] : INFO : Epoch 1845 | loss: 0.0311791 | val_loss: 0.0311853 | Time: 5603.87 ms
[2021-01-19 11:16:25 main:574] : INFO : Epoch 1846 | loss: 0.031179 | val_loss: 0.0311835 | Time: 5605.89 ms
[2021-01-19 11:16:31 main:574] : INFO : Epoch 1847 | loss: 0.0311812 | val_loss: 0.031185 | Time: 5612.39 ms
[2021-01-19 11:16:37 main:574] : INFO : Epoch 1848 | loss: 0.0311815 | val_loss: 0.0311841 | Time: 5612.59 ms
[2021-01-19 11:16:42 main:574] : INFO : Epoch 1849 | loss: 0.0311802 | val_loss: 0.0311829 | Time: 5609.33 ms
[2021-01-19 11:16:48 main:574] : INFO : Epoch 1850 | loss: 0.0311813 | val_loss: 0.0311852 | Time: 5604.05 ms
[2021-01-19 11:16:54 main:574] : INFO : Epoch 1851 | loss: 0.0311814 | val_loss: 0.0311886 | Time: 5598.81 ms
[2021-01-19 11:16:59 main:574] : INFO : Epoch 1852 | loss: 0.031181 | val_loss: 0.031184 | Time: 5604.58 ms
[2021-01-19 11:17:05 main:574] : INFO : Epoch 1853 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 5608.9 ms
[2021-01-19 11:17:11 main:574] : INFO : Epoch 1854 | loss: 0.0311829 | val_loss: 0.0311855 | Time: 5606.16 ms
[2021-01-19 11:17:16 main:574] : INFO : Epoch 1855 | loss: 0.031181 | val_loss: 0.0311862 | Time: 5613.1 ms
[2021-01-19 11:17:22 main:574] : INFO : Epoch 1856 | loss: 0.0311817 | val_loss: 0.0311874 | Time: 5598.17 ms
[2021-01-19 11:17:28 main:574] : INFO : Epoch 1857 | loss: 0.0311814 | val_loss: 0.0311888 | Time: 5605.33 ms
[2021-01-19 11:17:33 main:574] : INFO : Epoch 1858 | loss: 0.0311815 | val_loss: 0.0311869 | Time: 5607.98 ms
[2021-01-19 11:17:39 main:574] : INFO : Epoch 1859 | loss: 0.0311801 | val_loss: 0.0311857 | Time: 5609.9 ms
[2021-01-19 11:17:45 main:574] : INFO : Epoch 1860 | loss: 0.031179 | val_loss: 0.0311838 | Time: 5603.23 ms
[2021-01-19 11:17:50 main:574] : INFO : Epoch 1861 | loss: 0.0311792 | val_loss: 0.0311835 | Time: 5602.43 ms
[2021-01-19 11:17:56 main:574] : INFO : Epoch 1862 | loss: 0.0311787 | val_loss: 0.0311836 | Time: 5610.32 ms
[2021-01-19 11:18:02 main:574] : INFO : Epoch 1863 | loss: 0.0311817 | val_loss: 0.0311847 | Time: 5607.4 ms
[2021-01-19 11:18:07 main:574] : INFO : Epoch 1864 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 5607.76 ms
[2021-01-19 11:18:13 main:574] : INFO : Epoch 1865 | loss: 0.0311789 | val_loss: 0.0311832 | Time: 5610.17 ms
[2021-01-19 11:18:19 main:574] : INFO : Epoch 1866 | loss: 0.0311781 | val_loss: 0.0311836 | Time: 5603.73 ms
[2021-01-19 11:18:24 main:574] : INFO : Epoch 1867 | loss: 0.0311784 | val_loss: 0.0311841 | Time: 5609.96 ms
[2021-01-19 11:18:30 main:574] : INFO : Epoch 1868 | loss: 0.0311787 | val_loss: 0.031184 | Time: 5614.02 ms
[2021-01-19 11:18:36 main:574] : INFO : Epoch 1869 | loss: 0.0311819 | val_loss: 0.0311889 | Time: 5608.78 ms
[2021-01-19 11:18:41 main:574] : INFO : Epoch 1870 | loss: 0.0311816 | val_loss: 0.0311852 | Time: 5608.32 ms
[2021-01-19 11:18:47 main:574] : INFO : Epoch 1871 | loss: 0.03118 | val_loss: 0.031184 | Time: 5603.98 ms
[2021-01-19 11:18:53 main:574] : INFO : Epoch 1872 | loss: 0.0311793 | val_loss: 0.0311829 | Time: 5611.92 ms
[2021-01-19 11:18:58 main:574] : INFO : Epoch 1873 | loss: 0.0311789 | val_loss: 0.031184 | Time: 5604.37 ms
[2021-01-19 11:19:04 main:574] : INFO : Epoch 1874 | loss: 0.0311788 | val_loss: 0.031184 | Time: 5612.16 ms
[2021-01-19 11:19:10 main:574] : INFO : Epoch 1875 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 5595.96 ms
[2021-01-19 11:19:15 main:574] : INFO : Epoch 1876 | loss: 0.0311783 | val_loss: 0.0311858 | Time: 5602.16 ms
[2021-01-19 11:19:21 main:574] : INFO : Epoch 1877 | loss: 0.0311782 | val_loss: 0.0311852 | Time: 5615.6 ms
[2021-01-19 11:19:27 main:574] : INFO : Epoch 1878 | loss: 0.0311792 | val_loss: 0.0311845 | Time: 5603.52 ms
[2021-01-19 11:19:32 main:574] : INFO : Epoch 1879 | loss: 0.0311787 | val_loss: 0.0311861 | Time: 5610.21 ms
[2021-01-19 11:19:38 main:574] : INFO : Epoch 1880 | loss: 0.0311808 | val_loss: 0.0311837 | Time: 5609.71 ms
[2021-01-19 11:19:44 main:574] : INFO : Epoch 1881 | loss: 0.0311779 | val_loss: 0.0311836 | Time: 5609.3 ms
[2021-01-19 11:19:49 main:574] : INFO : Epoch 1882 | loss: 0.0311789 | val_loss: 0.0311838 | Time: 5602.58 ms
[2021-01-19 11:19:55 main:574] : INFO : Epoch 1883 | loss: 0.0311794 | val_loss: 0.0311853 | Time: 5614.39 ms
[2021-01-19 11:20:00 main:574] : INFO : Epoch 1884 | loss: 0.0311793 | val_loss: 0.0311844 | Time: 5602.84 ms
[2021-01-19 11:20:06 main:574] : INFO : Epoch 1885 | loss: 0.0311813 | val_loss: 0.0311925 | Time: 5603.6 ms
[2021-01-19 11:20:12 main:574] : INFO : Epoch 1886 | loss: 0.0311826 | val_loss: 0.0311849 | Time: 5607.42 ms
[2021-01-19 11:20:18 main:574] : INFO : Epoch 1887 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 5609.07 ms
[2021-01-19 11:20:23 main:574] : INFO : Epoch 1888 | loss: 0.0311792 | val_loss: 0.0311833 | Time: 5603.57 ms
[2021-01-19 11:20:29 main:574] : INFO : Epoch 1889 | loss: 0.03118 | val_loss: 0.0311845 | Time: 5616.41 ms
[2021-01-19 11:20:35 main:574] : INFO : Epoch 1890 | loss: 0.0311794 | val_loss: 0.0311842 | Time: 5611.08 ms
[2021-01-19 11:20:40 main:574] : INFO : Epoch 1891 | loss: 0.03118 | val_loss: 0.0311835 | Time: 5604.64 ms
[2021-01-19 11:20:46 main:574] : INFO : Epoch 1892 | loss: 0.031179 | val_loss: 0.0311846 | Time: 5600.59 ms
[2021-01-19 11:20:51 main:574] : INFO : Epoch 1893 | loss: 0.0311808 | val_loss: 0.031187 | Time: 5608.76 ms
[2021-01-19 11:20:57 main:574] : INFO : Epoch 1894 | loss: 0.0311841 | val_loss: 0.0311862 | Time: 5607.45 ms
[2021-01-19 11:21:03 main:574] : INFO : Epoch 1895 | loss: 0.0311814 | val_loss: 0.0311834 | Time: 5609.57 ms
[2021-01-19 11:21:09 main:574] : INFO : Epoch 1896 | loss: 0.0311788 | val_loss: 0.0311832 | Time: 5613.36 ms
[2021-01-19 11:21:14 main:574] : INFO : Epoch 1897 | loss: 0.0311802 | val_loss: 0.0311865 | Time: 5611.22 ms
[2021-01-19 11:21:20 main:574] : INFO : Epoch 1898 | loss: 0.0311816 | val_loss: 0.0311855 | Time: 5612.19 ms
[2021-01-19 11:21:25 main:574] : INFO : Epoch 1899 | loss: 0.0311813 | val_loss: 0.0311882 | Time: 5600.52 ms
[2021-01-19 11:21:31 main:574] : INFO : Epoch 1900 | loss: 0.0311803 | val_loss: 0.0311881 | Time: 5602.54 ms
[2021-01-19 11:21:37 main:574] : INFO : Epoch 1901 | loss: 0.0311798 | val_loss: 0.0311872 | Time: 5604.16 ms
[2021-01-19 11:21:42 main:574] : INFO : Epoch 1902 | loss: 0.0311806 | val_loss: 0.0311866 | Time: 5611.54 ms
[2021-01-19 11:21:48 main:574] : INFO : Epoch 1903 | loss: 0.0311822 | val_loss: 0.0311851 | Time: 5599.25 ms
[2021-01-19 11:21:54 main:574] : INFO : Epoch 1904 | loss: 0.0311848 | val_loss: 0.0311897 | Time: 5607.99 ms
[2021-01-19 11:21:59 main:574] : INFO : Epoch 1905 | loss: 0.0311829 | val_loss: 0.0311878 | Time: 5602.55 ms
[2021-01-19 11:22:05 main:574] : INFO : Epoch 1906 | loss: 0.0311811 | val_loss: 0.0311863 | Time: 5609.65 ms
[2021-01-19 11:22:11 main:574] : INFO : Epoch 1907 | loss: 0.0311802 | val_loss: 0.0311858 | Time: 5601.96 ms
[2021-01-19 11:22:16 main:574] : INFO : Epoch 1908 | loss: 0.0311837 | val_loss: 0.0311845 | Time: 5609.73 ms
[2021-01-19 11:22:22 main:574] : INFO : Epoch 1909 | loss: 0.031187 | val_loss: 0.0311956 | Time: 5604.98 ms
[2021-01-19 11:22:28 main:574] : INFO : Epoch 1910 | loss: 0.0311851 | val_loss: 0.0311854 | Time: 5606.16 ms
[2021-01-19 11:22:33 main:574] : INFO : Epoch 1911 | loss: 0.0311809 | val_loss: 0.0311854 | Time: 5606.69 ms
[2021-01-19 11:22:39 main:574] : INFO : Epoch 1912 | loss: 0.0311813 | val_loss: 0.0311882 | Time: 5612.81 ms
[2021-01-19 11:22:45 main:574] : INFO : Epoch 1913 | loss: 0.0311816 | val_loss: 0.0311857 | Time: 5611.42 ms
[2021-01-19 11:22:50 main:574] : INFO : Epoch 1914 | loss: 0.0311812 | val_loss: 0.0311857 | Time: 5604.16 ms
[2021-01-19 11:22:56 main:574] : INFO : Epoch 1915 | loss: 0.0311803 | val_loss: 0.0311852 | Time: 5604.83 ms
[2021-01-19 11:23:01 main:574] : INFO : Epoch 1916 | loss: 0.0311808 | val_loss: 0.0311856 | Time: 5609.19 ms
[2021-01-19 11:23:07 main:574] : INFO : Epoch 1917 | loss: 0.0311789 | val_loss: 0.0311856 | Time: 5619.11 ms
[2021-01-19 11:23:13 main:574] : INFO : Epoch 1918 | loss: 0.0311804 | val_loss: 0.0311892 | Time: 5607.96 ms
[2021-01-19 11:23:18 main:574] : INFO : Epoch 1919 | loss: 0.03118 | val_loss: 0.0311878 | Time: 5606.54 ms
[2021-01-19 11:23:24 main:574] : INFO : Epoch 1920 | loss: 0.0311809 | val_loss: 0.0311856 | Time: 5605.61 ms
[2021-01-19 11:23:30 main:574] : INFO : Epoch 1921 | loss: 0.0311794 | val_loss: 0.0311849 | Time: 5604.5 ms
[2021-01-19 11:23:35 main:574] : INFO : Epoch 1922 | loss: 0.0311795 | val_loss: 0.0311842 | Time: 5604.47 ms
[2021-01-19 11:23:41 main:574] : INFO : Epoch 1923 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 5605.69 ms
[2021-01-19 11:23:47 main:574] : INFO : Epoch 1924 | loss: 0.0311788 | val_loss: 0.0311851 | Time: 5612.43 ms
[2021-01-19 11:23:52 main:574] : INFO : Epoch 1925 | loss: 0.0311789 | val_loss: 0.0311837 | Time: 5606.01 ms
[2021-01-19 11:23:58 main:574] : INFO : Epoch 1926 | loss: 0.0311789 | val_loss: 0.0311847 | Time: 5612.41 ms
[2021-01-19 11:24:04 main:574] : INFO : Epoch 1927 | loss: 0.0311788 | val_loss: 0.0311844 | Time: 5606.2 ms
[2021-01-19 11:24:09 main:574] : INFO : Epoch 1928 | loss: 0.0311796 | val_loss: 0.0311841 | Time: 5606.24 ms
[2021-01-19 11:24:15 main:574] : INFO : Epoch 1929 | loss: 0.0311789 | val_loss: 0.031186 | Time: 5615.1 ms
[2021-01-19 11:24:21 main:574] : INFO : Epoch 1930 | loss: 0.0311803 | val_loss: 0.0311842 | Time: 5609.81 ms
[2021-01-19 11:24:26 main:574] : INFO : Epoch 1931 | loss: 0.0311778 | val_loss: 0.031184 | Time: 5617.56 ms
[2021-01-19 11:24:32 main:574] : INFO : Epoch 1932 | loss: 0.0311782 | val_loss: 0.0311843 | Time: 5610.86 ms
[2021-01-19 11:24:38 main:574] : INFO : Epoch 1933 | loss: 0.0311784 | val_loss: 0.0311836 | Time: 5612.63 ms
[2021-01-19 11:24:43 main:574] : INFO : Epoch 1934 | loss: 0.0311807 | val_loss: 0.0311848 | Time: 5604.31 ms
[2021-01-19 11:24:49 main:574] : INFO : Epoch 1935 | loss: 0.031179 | val_loss: 0.031184 | Time: 5607.35 ms
[2021-01-19 11:24:55 main:574] : INFO : Epoch 1936 | loss: 0.0311775 | val_loss: 0.0311834 | Time: 5611.33 ms
[2021-01-19 11:25:00 main:574] : INFO : Epoch 1937 | loss: 0.0311776 | val_loss: 0.0311836 | Time: 5616.7 ms
[2021-01-19 11:25:06 main:574] : INFO : Epoch 1938 | loss: 0.0311781 | val_loss: 0.0311842 | Time: 5609.2 ms
[2021-01-19 11:25:12 main:574] : INFO : Epoch 1939 | loss: 0.0311794 | val_loss: 0.0311903 | Time: 5609.69 ms
[2021-01-19 11:25:18 main:574] : INFO : Epoch 1940 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 5613.78 ms
[2021-01-19 11:25:23 main:574] : INFO : Epoch 1941 | loss: 0.0311785 | val_loss: 0.0311916 | Time: 5613.91 ms
[2021-01-19 11:25:29 main:574] : INFO : Epoch 1942 | loss: 0.0311805 | val_loss: 0.0311845 | Time: 5610.85 ms
[2021-01-19 11:25:35 main:574] : INFO : Epoch 1943 | loss: 0.0311792 | val_loss: 0.0311864 | Time: 5614.65 ms
[2021-01-19 11:25:40 main:574] : INFO : Epoch 1944 | loss: 0.0311782 | val_loss: 0.0311836 | Time: 5614.82 ms
[2021-01-19 11:25:46 main:574] : INFO : Epoch 1945 | loss: 0.0311776 | val_loss: 0.0311843 | Time: 5608.56 ms
[2021-01-19 11:25:52 main:574] : INFO : Epoch 1946 | loss: 0.0311782 | val_loss: 0.0311841 | Time: 5605.36 ms
[2021-01-19 11:25:57 main:574] : INFO : Epoch 1947 | loss: 0.0311794 | val_loss: 0.0311864 | Time: 5604.93 ms
[2021-01-19 11:26:03 main:574] : INFO : Epoch 1948 | loss: 0.0311802 | val_loss: 0.0311847 | Time: 5608.96 ms
[2021-01-19 11:26:09 main:574] : INFO : Epoch 1949 | loss: 0.0311776 | val_loss: 0.0311842 | Time: 5610.74 ms
[2021-01-19 11:26:14 main:574] : INFO : Epoch 1950 | loss: 0.0311807 | val_loss: 0.0311863 | Time: 5607.08 ms
[2021-01-19 11:26:20 main:574] : INFO : Epoch 1951 | loss: 0.0311805 | val_loss: 0.0311865 | Time: 5614.85 ms
[2021-01-19 11:26:26 main:574] : INFO : Epoch 1952 | loss: 0.0311786 | val_loss: 0.0311841 | Time: 5613.17 ms
[2021-01-19 11:26:31 main:574] : INFO : Epoch 1953 | loss: 0.0311797 | val_loss: 0.0311881 | Time: 5611.36 ms
[2021-01-19 11:26:37 main:574] : INFO : Epoch 1954 | loss: 0.0311817 | val_loss: 0.0311846 | Time: 5605.31 ms
[2021-01-19 11:26:43 main:574] : INFO : Epoch 1955 | loss: 0.0311821 | val_loss: 0.0311849 | Time: 5608.45 ms
[2021-01-19 11:26:48 main:574] : INFO : Epoch 1956 | loss: 0.0311803 | val_loss: 0.0311833 | Time: 5599.89 ms
[2021-01-19 11:26:54 main:574] : INFO : Epoch 1957 | loss: 0.0311794 | val_loss: 0.0311844 | Time: 5610.98 ms
[2021-01-19 11:27:00 main:574] : INFO : Epoch 1958 | loss: 0.0311786 | val_loss: 0.0311843 | Time: 5613.66 ms
[2021-01-19 11:27:05 main:574] : INFO : Epoch 1959 | loss: 0.0311781 | val_loss: 0.0311847 | Time: 5607.98 ms
[2021-01-19 11:27:11 main:574] : INFO : Epoch 1960 | loss: 0.0311776 | val_loss: 0.031184 | Time: 5621.17 ms
[2021-01-19 11:27:17 main:574] : INFO : Epoch 1961 | loss: 0.0311775 | val_loss: 0.0311838 | Time: 5611.14 ms
[2021-01-19 11:27:22 main:574] : INFO : Epoch 1962 | loss: 0.031177 | val_loss: 0.0311842 | Time: 5610.34 ms
[2021-01-19 11:27:28 main:574] : INFO : Epoch 1963 | loss: 0.031177 | val_loss: 0.0311864 | Time: 5614.77 ms
[2021-01-19 11:27:34 main:574] : INFO : Epoch 1964 | loss: 0.0311768 | val_loss: 0.0311835 | Time: 5607.64 ms
[2021-01-19 11:27:39 main:574] : INFO : Epoch 1965 | loss: 0.0311766 | val_loss: 0.0311839 | Time: 5616.56 ms
[2021-01-19 11:27:45 main:574] : INFO : Epoch 1966 | loss: 0.0311777 | val_loss: 0.0311833 | Time: 5613.43 ms
[2021-01-19 11:27:51 main:574] : INFO : Epoch 1967 | loss: 0.0311771 | val_loss: 0.031185 | Time: 5606.1 ms
[2021-01-19 11:27:56 main:574] : INFO : Epoch 1968 | loss: 0.0311785 | val_loss: 0.0311894 | Time: 5611.35 ms
[2021-01-19 11:28:02 main:574] : INFO : Epoch 1969 | loss: 0.0311778 | val_loss: 0.0311839 | Time: 5604.86 ms
[2021-01-19 11:28:08 main:574] : INFO : Epoch 1970 | loss: 0.0311766 | val_loss: 0.0311847 | Time: 5611.72 ms
[2021-01-19 11:28:13 main:574] : INFO : Epoch 1971 | loss: 0.0311767 | val_loss: 0.0311844 | Time: 5612.57 ms
[2021-01-19 11:28:19 main:574] : INFO : Epoch 1972 | loss: 0.0311771 | val_loss: 0.0311881 | Time: 5601.74 ms
[2021-01-19 11:28:25 main:574] : INFO : Epoch 1973 | loss: 0.0311777 | val_loss: 0.0311844 | Time: 5608.81 ms
[2021-01-19 11:28:30 main:574] : INFO : Epoch 1974 | loss: 0.0311769 | val_loss: 0.0311862 | Time: 5618.75 ms
[2021-01-19 11:28:36 main:574] : INFO : Epoch 1975 | loss: 0.031177 | val_loss: 0.0311843 | Time: 5613.47 ms
[2021-01-19 11:28:42 main:574] : INFO : Epoch 1976 | loss: 0.031177 | val_loss: 0.0311843 | Time: 5608.15 ms
[2021-01-19 11:28:47 main:574] : INFO : Epoch 1977 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 5606.8 ms
[2021-01-19 11:28:53 main:574] : INFO : Epoch 1978 | loss: 0.0311763 | val_loss: 0.0311824 | Time: 5605.56 ms
[2021-01-19 11:28:59 main:574] : INFO : Epoch 1979 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 5618.18 ms
[2021-01-19 11:29:04 main:574] : INFO : Epoch 1980 | loss: 0.0311775 | val_loss: 0.0311848 | Time: 5605.97 ms
[2021-01-19 11:29:10 main:574] : INFO : Epoch 1981 | loss: 0.0311774 | val_loss: 0.0311854 | Time: 5609.53 ms
[2021-01-19 11:29:16 main:574] : INFO : Epoch 1982 | loss: 0.0311769 | val_loss: 0.0311844 | Time: 5619.03 ms
[2021-01-19 11:29:21 main:574] : INFO : Epoch 1983 | loss: 0.0311764 | val_loss: 0.0311829 | Time: 5609.72 ms
[2021-01-19 11:29:27 main:574] : INFO : Epoch 1984 | loss: 0.0311754 | val_loss: 0.0311838 | Time: 5614.55 ms
[2021-01-19 11:29:33 main:574] : INFO : Epoch 1985 | loss: 0.0311759 | val_loss: 0.0311839 | Time: 5622.16 ms
[2021-01-19 11:29:38 main:574] : INFO : Epoch 1986 | loss: 0.031176 | val_loss: 0.0311853 | Time: 5610.66 ms
[2021-01-19 11:29:44 main:574] : INFO : Epoch 1987 | loss: 0.0311779 | val_loss: 0.031184 | Time: 5604.21 ms
[2021-01-19 11:29:50 main:574] : INFO : Epoch 1988 | loss: 0.0311768 | val_loss: 0.0311844 | Time: 5614.07 ms
[2021-01-19 11:29:55 main:574] : INFO : Epoch 1989 | loss: 0.0311756 | val_loss: 0.0311837 | Time: 5606.69 ms
[2021-01-19 11:30:01 main:574] : INFO : Epoch 1990 | loss: 0.0311751 | val_loss: 0.0311844 | Time: 5611.45 ms
[2021-01-19 11:30:07 main:574] : INFO : Epoch 1991 | loss: 0.0311747 | val_loss: 0.0311849 | Time: 5617.35 ms
[2021-01-19 11:30:12 main:574] : INFO : Epoch 1992 | loss: 0.031175 | val_loss: 0.031184 | Time: 5609.01 ms
[2021-01-19 11:30:18 main:574] : INFO : Epoch 1993 | loss: 0.0311749 | val_loss: 0.0311846 | Time: 5618.2 ms
[2021-01-19 11:30:24 main:574] : INFO : Epoch 1994 | loss: 0.0311754 | val_loss: 0.0311889 | Time: 5622.57 ms
[2021-01-19 11:30:29 main:574] : INFO : Epoch 1995 | loss: 0.0311764 | val_loss: 0.0311854 | Time: 5619.88 ms
[2021-01-19 11:30:35 main:574] : INFO : Epoch 1996 | loss: 0.0311754 | val_loss: 0.031185 | Time: 5613.42 ms
[2021-01-19 11:30:41 main:574] : INFO : Epoch 1997 | loss: 0.031177 | val_loss: 0.0311914 | Time: 5609.69 ms
[2021-01-19 11:30:46 main:574] : INFO : Epoch 1998 | loss: 0.0311784 | val_loss: 0.031185 | Time: 5608.21 ms
[2021-01-19 11:30:52 main:574] : INFO : Epoch 1999 | loss: 0.0311755 | val_loss: 0.031184 | Time: 5613.3 ms
[2021-01-19 11:30:58 main:574] : INFO : Epoch 2000 | loss: 0.0311757 | val_loss: 0.031187 | Time: 5619.15 ms
[2021-01-19 11:31:03 main:574] : INFO : Epoch 2001 | loss: 0.0311754 | val_loss: 0.0311847 | Time: 5610.16 ms
[2021-01-19 11:31:09 main:574] : INFO : Epoch 2002 | loss: 0.0311747 | val_loss: 0.0311856 | Time: 5609.53 ms
[2021-01-19 11:31:15 main:574] : INFO : Epoch 2003 | loss: 0.0311755 | val_loss: 0.0311852 | Time: 5603.99 ms
[2021-01-19 11:31:20 main:574] : INFO : Epoch 2004 | loss: 0.0311754 | val_loss: 0.0311854 | Time: 5605.7 ms
[2021-01-19 11:31:26 main:574] : INFO : Epoch 2005 | loss: 0.0311748 | val_loss: 0.0311833 | Time: 5606.61 ms
[2021-01-19 11:31:31 main:574] : INFO : Epoch 2006 | loss: 0.0311746 | val_loss: 0.0311834 | Time: 5614.46 ms
[2021-01-19 11:31:37 main:574] : INFO : Epoch 2007 | loss: 0.0311754 | val_loss: 0.0311824 | Time: 5609.01 ms
[2021-01-19 11:31:43 main:574] : INFO : Epoch 2008 | loss: 0.0311751 | val_loss: 0.0311832 | Time: 5607.86 ms
[2021-01-19 11:31:48 main:574] : INFO : Epoch 2009 | loss: 0.0311761 | val_loss: 0.0311828 | Time: 5611.31 ms
[2021-01-19 11:31:54 main:574] : INFO : Epoch 2010 | loss: 0.0311775 | val_loss: 0.0311832 | Time: 5607.03 ms
[2021-01-19 11:32:00 main:574] : INFO : Epoch 2011 | loss: 0.0311792 | val_loss: 0.0311804 | Time: 5612.39 ms
[2021-01-19 11:32:05 main:574] : INFO : Epoch 2012 | loss: 0.0311778 | val_loss: 0.0311819 | Time: 5605.09 ms
[2021-01-19 11:32:11 main:574] : INFO : Epoch 2013 | loss: 0.0311776 | val_loss: 0.03118 | Time: 5604.43 ms
[2021-01-19 11:32:17 main:574] : INFO : Epoch 2014 | loss: 0.0311769 | val_loss: 0.0311814 | Time: 5616.1 ms
[2021-01-19 11:32:22 main:574] : INFO : Epoch 2015 | loss: 0.0311783 | val_loss: 0.0311814 | Time: 5610.17 ms
[2021-01-19 11:32:28 main:574] : INFO : Epoch 2016 | loss: 0.0311783 | val_loss: 0.0311854 | Time: 5603.63 ms
[2021-01-19 11:32:34 main:574] : INFO : Epoch 2017 | loss: 0.031178 | val_loss: 0.0311823 | Time: 5615.72 ms
[2021-01-19 11:32:39 main:574] : INFO : Epoch 2018 | loss: 0.031178 | val_loss: 0.0311824 | Time: 5601.47 ms
[2021-01-19 11:32:45 main:574] : INFO : Epoch 2019 | loss: 0.0311786 | val_loss: 0.0311805 | Time: 5620.42 ms
[2021-01-19 11:32:51 main:574] : INFO : Epoch 2020 | loss: 0.031179 | val_loss: 0.0311809 | Time: 5604.13 ms
[2021-01-19 11:32:56 main:574] : INFO : Epoch 2021 | loss: 0.0311772 | val_loss: 0.0311817 | Time: 5624.12 ms
[2021-01-19 11:33:02 main:574] : INFO : Epoch 2022 | loss: 0.0311775 | val_loss: 0.0311814 | Time: 5611.78 ms
[2021-01-19 11:33:08 main:574] : INFO : Epoch 2023 | loss: 0.0311784 | val_loss: 0.031183 | Time: 5612.53 ms
[2021-01-19 11:33:13 main:574] : INFO : Epoch 2024 | loss: 0.0311771 | val_loss: 0.0311859 | Time: 5602.1 ms
[2021-01-19 11:33:19 main:574] : INFO : Epoch 2025 | loss: 0.0311777 | val_loss: 0.0311836 | Time: 5616.09 ms
[2021-01-19 11:33:25 main:574] : INFO : Epoch 2026 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 5608.05 ms
[2021-01-19 11:33:30 main:574] : INFO : Epoch 2027 | loss: 0.0311774 | val_loss: 0.0311833 | Time: 5621.06 ms
[2021-01-19 11:33:36 main:574] : INFO : Epoch 2028 | loss: 0.031177 | val_loss: 0.0311844 | Time: 5612.35 ms
[2021-01-19 11:33:42 main:574] : INFO : Epoch 2029 | loss: 0.0311783 | val_loss: 0.0311849 | Time: 5602.31 ms
[2021-01-19 11:33:47 main:574] : INFO : Epoch 2030 | loss: 0.0311775 | val_loss: 0.0311841 | Time: 5610.09 ms
[2021-01-19 11:33:53 main:574] : INFO : Epoch 2031 | loss: 0.0311785 | val_loss: 0.0311821 | Time: 5604.26 ms
[2021-01-19 11:33:59 main:574] : INFO : Epoch 2032 | loss: 0.0311765 | val_loss: 0.0311844 | Time: 5606.39 ms
[2021-01-19 11:34:04 main:574] : INFO : Epoch 2033 | loss: 0.0311771 | val_loss: 0.0311843 | Time: 5607.92 ms
[2021-01-19 11:34:10 main:574] : INFO : Epoch 2034 | loss: 0.0311771 | val_loss: 0.0311816 | Time: 5611.85 ms
[2021-01-19 11:34:16 main:574] : INFO : Epoch 2035 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 5601.9 ms
[2021-01-19 11:34:21 main:574] : INFO : Epoch 2036 | loss: 0.0311761 | val_loss: 0.0311832 | Time: 5610.04 ms
[2021-01-19 11:34:27 main:574] : INFO : Epoch 2037 | loss: 0.0311769 | val_loss: 0.0311819 | Time: 5603.64 ms
[2021-01-19 11:34:33 main:574] : INFO : Epoch 2038 | loss: 0.031176 | val_loss: 0.0311823 | Time: 5605.43 ms
[2021-01-19 11:34:38 main:574] : INFO : Epoch 2039 | loss: 0.0311771 | val_loss: 0.0311867 | Time: 5610.71 ms
[2021-01-19 11:34:44 main:574] : INFO : Epoch 2040 | loss: 0.0311768 | val_loss: 0.0311853 | Time: 5608.27 ms
[2021-01-19 11:34:50 main:574] : INFO : Epoch 2041 | loss: 0.0311767 | val_loss: 0.0311824 | Time: 5615.12 ms
[2021-01-19 11:34:55 main:574] : INFO : Epoch 2042 | loss: 0.0311758 | val_loss: 0.0311845 | Time: 5611.43 ms
[2021-01-19 11:35:01 main:574] : INFO : Epoch 2043 | loss: 0.0311771 | val_loss: 0.0311848 | Time: 5602.28 ms
[2021-01-19 11:35:07 main:574] : INFO : Epoch 2044 | loss: 0.0311788 | val_loss: 0.0311854 | Time: 5612.87 ms
[2021-01-19 11:35:12 main:574] : INFO : Epoch 2045 | loss: 0.0311782 | val_loss: 0.0311842 | Time: 5609.44 ms
[2021-01-19 11:35:18 main:574] : INFO : Epoch 2046 | loss: 0.031178 | val_loss: 0.0311876 | Time: 5613.38 ms
[2021-01-19 11:35:24 main:574] : INFO : Epoch 2047 | loss: 0.0311795 | val_loss: 0.0311875 | Time: 5611.21 ms
[2021-01-19 11:35:29 main:574] : INFO : Epoch 2048 | loss: 0.0311796 | val_loss: 0.031185 | Time: 5603.49 ms
[2021-01-19 11:35:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031185
[2021-01-19 11:35:29 main:603] : INFO : Saving end state to config to file
[2021-01-19 11:35:29 main:608] : INFO : Success, exiting..
11:35:29 (5724): 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)