Task 11340441
| Name | ParityModified-1638635498-15786-2-0_1 |
| Workunit | 8121884 |
| Created | 4 Feb 2022, 2:34:08 UTC |
| Sent | 4 Feb 2022, 13:22:40 UTC |
| Report deadline | 12 Feb 2022, 13:22:40 UTC |
| Received | 4 Feb 2022, 14:46:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17326 |
| Run time | 1 hours 14 min 10 sec |
| CPU time | 1 hours 13 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,379.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :581] : INFO : Epoch 1538 | loss: 0.0311789 | val_loss: 0.0311877 | Time: 2220.07 ms [2022-02-04 09:25:14 main:581] : INFO : Epoch 1539 | loss: 0.0311803 | val_loss: 0.0311848 | Time: 2202.34 ms [2022-02-04 09:25:16 main:581] : INFO : Epoch 1540 | loss: 0.0311798 | val_loss: 0.0311849 | Time: 2193.75 ms [2022-02-04 09:25:18 main:581] : INFO : Epoch 1541 | loss: 0.0311801 | val_loss: 0.031186 | Time: 2213.69 ms [2022-02-04 09:25:20 main:581] : INFO : Epoch 1542 | loss: 0.0311782 | val_loss: 0.0311863 | Time: 2210.36 ms [2022-02-04 09:25:23 main:581] : INFO : Epoch 1543 | loss: 0.0311778 | val_loss: 0.0311853 | Time: 2216.28 ms [2022-02-04 09:25:25 main:581] : INFO : Epoch 1544 | loss: 0.0311782 | val_loss: 0.0311837 | Time: 2208.51 ms [2022-02-04 09:25:27 main:581] : INFO : Epoch 1545 | loss: 0.0311786 | val_loss: 0.0311851 | Time: 2214.62 ms [2022-02-04 09:25:29 main:581] : INFO : Epoch 1546 | loss: 0.0311777 | val_loss: 0.031186 | Time: 2213.29 ms [2022-02-04 09:25:31 main:581] : INFO : Epoch 1547 | loss: 0.0311791 | val_loss: 0.0311842 | Time: 2212.01 ms [2022-02-04 09:25:34 main:581] : INFO : Epoch 1548 | loss: 0.0311791 | val_loss: 0.0311862 | Time: 2204.67 ms [2022-02-04 09:25:36 main:581] : INFO : Epoch 1549 | loss: 0.0311794 | val_loss: 0.0311858 | Time: 2211.83 ms [2022-02-04 09:25:38 main:581] : INFO : Epoch 1550 | loss: 0.031181 | val_loss: 0.0311874 | Time: 2210.06 ms [2022-02-04 09:25:40 main:581] : INFO : Epoch 1551 | loss: 0.0311794 | val_loss: 0.0311846 | Time: 2210.73 ms [2022-02-04 09:25:42 main:581] : INFO : Epoch 1552 | loss: 0.031178 | val_loss: 0.0311845 | Time: 2223.3 ms [2022-02-04 09:25:45 main:581] : INFO : Epoch 1553 | loss: 0.0311769 | val_loss: 0.0311842 | Time: 2209.93 ms [2022-02-04 09:25:47 main:581] : INFO : Epoch 1554 | loss: 0.0311773 | val_loss: 0.0311842 | Time: 2205.68 ms [2022-02-04 09:25:49 main:581] : INFO : Epoch 1555 | loss: 0.0311778 | val_loss: 0.0311849 | Time: 2212.27 ms [2022-02-04 09:25:51 main:581] : INFO : Epoch 1556 | loss: 0.0311813 | val_loss: 0.0311961 | Time: 2204.52 ms [2022-02-04 09:25:53 main:581] : INFO : Epoch 1557 | loss: 0.0311866 | val_loss: 0.0311958 | Time: 2207.56 ms [2022-02-04 09:25:56 main:581] : INFO : Epoch 1558 | loss: 0.0311863 | val_loss: 0.0311855 | Time: 2214.04 ms [2022-02-04 09:25:58 main:581] : INFO : Epoch 1559 | loss: 0.0311814 | val_loss: 0.031183 | Time: 2216.09 ms [2022-02-04 09:26:00 main:581] : INFO : Epoch 1560 | loss: 0.0311805 | val_loss: 0.0311835 | Time: 2212.33 ms [2022-02-04 09:26:02 main:581] : INFO : Epoch 1561 | loss: 0.0311802 | val_loss: 0.0311824 | Time: 2210.41 ms [2022-02-04 09:26:05 main:581] : INFO : Epoch 1562 | loss: 0.0311807 | val_loss: 0.0311836 | Time: 2223.9 ms [2022-02-04 09:26:07 main:581] : INFO : Epoch 1563 | loss: 0.0311795 | val_loss: 0.0311828 | Time: 2218.35 ms [2022-02-04 09:26:09 main:581] : INFO : Epoch 1564 | loss: 0.0311788 | val_loss: 0.0311866 | Time: 2215.62 ms [2022-02-04 09:26:11 main:581] : INFO : Epoch 1565 | loss: 0.03118 | val_loss: 0.031183 | Time: 2215.99 ms [2022-02-04 09:26:13 main:581] : INFO : Epoch 1566 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 2219.44 ms [2022-02-04 09:26:16 main:581] : INFO : Epoch 1567 | loss: 0.0311809 | val_loss: 0.0311852 | Time: 2196.71 ms [2022-02-04 09:26:18 main:581] : INFO : Epoch 1568 | loss: 0.031181 | val_loss: 0.0311878 | Time: 2209.42 ms [2022-02-04 09:26:20 main:581] : INFO : Epoch 1569 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 2215.28 ms [2022-02-04 09:26:22 main:581] : INFO : Epoch 1570 | loss: 0.0311787 | val_loss: 0.0311845 | Time: 2214.35 ms [2022-02-04 09:26:24 main:581] : INFO : Epoch 1571 | loss: 0.0311798 | val_loss: 0.0311877 | Time: 2210.98 ms [2022-02-04 09:26:27 main:581] : INFO : Epoch 1572 | loss: 0.0311782 | val_loss: 0.0311839 | Time: 2207.37 ms [2022-02-04 09:26:29 main:581] : INFO : Epoch 1573 | loss: 0.0311784 | val_loss: 0.0311831 | Time: 2217.97 ms [2022-02-04 09:26:31 main:581] : INFO : Epoch 1574 | loss: 0.0311775 | val_loss: 0.0311866 | Time: 2208.15 ms [2022-02-04 09:26:33 main:581] : INFO : Epoch 1575 | loss: 0.0311791 | val_loss: 0.0311876 | Time: 2207.02 ms [2022-02-04 09:26:36 main:581] : INFO : Epoch 1576 | loss: 0.0311804 | val_loss: 0.0311876 | Time: 2206.94 ms [2022-02-04 09:26:38 main:581] : INFO : Epoch 1577 | loss: 0.031178 | val_loss: 0.0311843 | Time: 2195.45 ms [2022-02-04 09:26:40 main:581] : INFO : Epoch 1578 | loss: 0.0311787 | val_loss: 0.0311836 | Time: 2211.39 ms [2022-02-04 09:26:42 main:581] : INFO : Epoch 1579 | loss: 0.0311798 | val_loss: 0.0311841 | Time: 2210.42 ms [2022-02-04 09:26:44 main:581] : INFO : Epoch 1580 | loss: 0.0311809 | val_loss: 0.0311871 | Time: 2215.25 ms [2022-02-04 09:26:47 main:581] : INFO : Epoch 1581 | loss: 0.0311793 | val_loss: 0.0311841 | Time: 2212.84 ms [2022-02-04 09:26:49 main:581] : INFO : Epoch 1582 | loss: 0.0311775 | val_loss: 0.0311838 | Time: 2204.58 ms [2022-02-04 09:26:51 main:581] : INFO : Epoch 1583 | loss: 0.031179 | val_loss: 0.0311856 | Time: 2215.86 ms [2022-02-04 09:26:53 main:581] : INFO : Epoch 1584 | loss: 0.0311784 | val_loss: 0.0311857 | Time: 2207.22 ms [2022-02-04 09:26:55 main:581] : INFO : Epoch 1585 | loss: 0.0311778 | val_loss: 0.0311842 | Time: 2200.32 ms [2022-02-04 09:26:58 main:581] : INFO : Epoch 1586 | loss: 0.0311778 | val_loss: 0.0311839 | Time: 2209.58 ms [2022-02-04 09:27:00 main:581] : INFO : Epoch 1587 | loss: 0.0311775 | val_loss: 0.0311848 | Time: 2211.6 ms [2022-02-04 09:27:02 main:581] : INFO : Epoch 1588 | loss: 0.0311772 | val_loss: 0.031184 | Time: 2209.28 ms [2022-02-04 09:27:04 main:581] : INFO : Epoch 1589 | loss: 0.031179 | val_loss: 0.0311884 | Time: 2206.6 ms [2022-02-04 09:27:06 main:581] : INFO : Epoch 1590 | loss: 0.0311823 | val_loss: 0.0311965 | Time: 2211.02 ms [2022-02-04 09:27:09 main:581] : INFO : Epoch 1591 | loss: 0.0311801 | val_loss: 0.0311842 | Time: 2202.78 ms [2022-02-04 09:27:11 main:581] : INFO : Epoch 1592 | loss: 0.0311793 | val_loss: 0.0311878 | Time: 2208 ms [2022-02-04 09:27:13 main:581] : INFO : Epoch 1593 | loss: 0.0311806 | val_loss: 0.0311868 | Time: 2211.96 ms [2022-02-04 09:27:15 main:581] : INFO : Epoch 1594 | loss: 0.0311774 | val_loss: 0.031185 | Time: 2215.98 ms [2022-02-04 09:27:18 main:581] : INFO : Epoch 1595 | loss: 0.0311778 | val_loss: 0.0311841 | Time: 2215.46 ms [2022-02-04 09:27:20 main:581] : INFO : Epoch 1596 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 2212.85 ms [2022-02-04 09:27:22 main:581] : INFO : Epoch 1597 | loss: 0.0311779 | val_loss: 0.0311858 | Time: 2215.12 ms [2022-02-04 09:27:24 main:581] : INFO : Epoch 1598 | loss: 0.0311778 | val_loss: 0.031187 | Time: 2211.82 ms [2022-02-04 09:27:26 main:581] : INFO : Epoch 1599 | loss: 0.0311782 | val_loss: 0.0311846 | Time: 2210.15 ms [2022-02-04 09:27:29 main:581] : INFO : Epoch 1600 | loss: 0.0311775 | val_loss: 0.0311836 | Time: 2196.25 ms [2022-02-04 09:27:31 main:581] : INFO : Epoch 1601 | loss: 0.0311791 | val_loss: 0.0311838 | Time: 2214.26 ms [2022-02-04 09:27:33 main:581] : INFO : Epoch 1602 | loss: 0.0311771 | val_loss: 0.0311852 | Time: 2210.96 ms [2022-02-04 09:27:35 main:581] : INFO : Epoch 1603 | loss: 0.031185 | val_loss: 0.0311944 | Time: 2205.12 ms [2022-02-04 09:27:37 main:581] : INFO : Epoch 1604 | loss: 0.0311849 | val_loss: 0.0311911 | Time: 2215.84 ms [2022-02-04 09:27:40 main:581] : INFO : Epoch 1605 | loss: 0.0311819 | val_loss: 0.0311873 | Time: 2214.5 ms [2022-02-04 09:27:42 main:581] : INFO : Epoch 1606 | loss: 0.0311805 | val_loss: 0.0311854 | Time: 2207.96 ms [2022-02-04 09:27:44 main:581] : INFO : Epoch 1607 | loss: 0.0311802 | val_loss: 0.031186 | Time: 2211.57 ms [2022-02-04 09:27:46 main:581] : INFO : Epoch 1608 | loss: 0.0311826 | val_loss: 0.0311854 | Time: 2217.98 ms [2022-02-04 09:27:48 main:581] : INFO : Epoch 1609 | loss: 0.0311814 | val_loss: 0.0311839 | Time: 2212.2 ms [2022-02-04 09:27:51 main:581] : INFO : Epoch 1610 | loss: 0.0311794 | val_loss: 0.0311866 | Time: 2193.51 ms [2022-02-04 09:27:53 main:581] : INFO : Epoch 1611 | loss: 0.0311794 | val_loss: 0.0311858 | Time: 2215.19 ms [2022-02-04 09:27:55 main:581] : INFO : Epoch 1612 | loss: 0.0311796 | val_loss: 0.0311864 | Time: 2207.26 ms [2022-02-04 09:27:57 main:581] : INFO : Epoch 1613 | loss: 0.0311813 | val_loss: 0.0311854 | Time: 2208.51 ms [2022-02-04 09:28:00 main:581] : INFO : Epoch 1614 | loss: 0.0311785 | val_loss: 0.0311844 | Time: 2217.13 ms [2022-02-04 09:28:02 main:581] : INFO : Epoch 1615 | loss: 0.0311785 | val_loss: 0.0311846 | Time: 2213.22 ms [2022-02-04 09:28:04 main:581] : INFO : Epoch 1616 | loss: 0.0311783 | val_loss: 0.0311848 | Time: 2209.49 ms [2022-02-04 09:28:06 main:581] : INFO : Epoch 1617 | loss: 0.0311784 | val_loss: 0.0311835 | Time: 2251.86 ms [2022-02-04 09:28:08 main:581] : INFO : Epoch 1618 | loss: 0.031178 | val_loss: 0.0311846 | Time: 2209.59 ms [2022-02-04 09:28:11 main:581] : INFO : Epoch 1619 | loss: 0.0311785 | val_loss: 0.0311856 | Time: 2216.36 ms [2022-02-04 09:28:13 main:581] : INFO : Epoch 1620 | loss: 0.031178 | val_loss: 0.0311839 | Time: 2197.65 ms [2022-02-04 09:28:15 main:581] : INFO : Epoch 1621 | loss: 0.0311777 | val_loss: 0.0311858 | Time: 2204.56 ms [2022-02-04 09:28:17 main:581] : INFO : Epoch 1622 | loss: 0.0311812 | val_loss: 0.0311843 | Time: 2209.9 ms [2022-02-04 09:28:19 main:581] : INFO : Epoch 1623 | loss: 0.031179 | val_loss: 0.0311895 | Time: 2209.31 ms [2022-02-04 09:28:22 main:581] : INFO : Epoch 1624 | loss: 0.0311781 | val_loss: 0.0311836 | Time: 2217.58 ms [2022-02-04 09:28:24 main:581] : INFO : Epoch 1625 | loss: 0.0311776 | val_loss: 0.0311838 | Time: 2210.66 ms [2022-02-04 09:28:26 main:581] : INFO : Epoch 1626 | loss: 0.0311785 | val_loss: 0.0311837 | Time: 2206.6 ms [2022-02-04 09:28:28 main:581] : INFO : Epoch 1627 | loss: 0.0311777 | val_loss: 0.0311842 | Time: 2206.96 ms [2022-02-04 09:28:30 main:581] : INFO : Epoch 1628 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 2200.87 ms [2022-02-04 09:28:33 main:581] : INFO : Epoch 1629 | loss: 0.0311773 | val_loss: 0.0311858 | Time: 2215.58 ms [2022-02-04 09:28:35 main:581] : INFO : Epoch 1630 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 2206.71 ms [2022-02-04 09:28:37 main:581] : INFO : Epoch 1631 | loss: 0.0311781 | val_loss: 0.0311863 | Time: 2203.6 ms [2022-02-04 09:28:39 main:581] : INFO : Epoch 1632 | loss: 0.0311798 | val_loss: 0.031189 | Time: 2207.08 ms [2022-02-04 09:28:42 main:581] : INFO : Epoch 1633 | loss: 0.03118 | val_loss: 0.0311913 | Time: 2209.28 ms [2022-02-04 09:28:44 main:581] : INFO : Epoch 1634 | loss: 0.0311797 | val_loss: 0.0311916 | Time: 2204.86 ms [2022-02-04 09:28:46 main:581] : INFO : Epoch 1635 | loss: 0.0311788 | val_loss: 0.0311902 | Time: 2212.49 ms [2022-02-04 09:28:48 main:581] : INFO : Epoch 1636 | loss: 0.0311801 | val_loss: 0.031187 | Time: 2209.63 ms [2022-02-04 09:28:50 main:581] : INFO : Epoch 1637 | loss: 0.0311799 | val_loss: 0.0311859 | Time: 2206.91 ms [2022-02-04 09:28:53 main:581] : INFO : Epoch 1638 | loss: 0.0311801 | val_loss: 0.0311838 | Time: 2193.05 ms [2022-02-04 09:28:55 main:581] : INFO : Epoch 1639 | loss: 0.0311792 | val_loss: 0.0311839 | Time: 2203.17 ms [2022-02-04 09:28:57 main:581] : INFO : Epoch 1640 | loss: 0.0311785 | val_loss: 0.0311839 | Time: 2203.05 ms [2022-02-04 09:28:59 main:581] : INFO : Epoch 1641 | loss: 0.0311796 | val_loss: 0.0311857 | Time: 2210.81 ms [2022-02-04 09:29:01 main:581] : INFO : Epoch 1642 | loss: 0.0311795 | val_loss: 0.0311855 | Time: 2205.01 ms [2022-02-04 09:29:04 main:581] : INFO : Epoch 1643 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 2208.33 ms [2022-02-04 09:29:06 main:581] : INFO : Epoch 1644 | loss: 0.0311799 | val_loss: 0.0311883 | Time: 2198.05 ms [2022-02-04 09:29:08 main:581] : INFO : Epoch 1645 | loss: 0.0311793 | val_loss: 0.031185 | Time: 2190.56 ms [2022-02-04 09:29:10 main:581] : INFO : Epoch 1646 | loss: 0.0311783 | val_loss: 0.0311888 | Time: 2206.22 ms [2022-02-04 09:29:12 main:581] : INFO : Epoch 1647 | loss: 0.0311781 | val_loss: 0.0311838 | Time: 2206.69 ms [2022-02-04 09:29:15 main:581] : INFO : Epoch 1648 | loss: 0.031178 | val_loss: 0.0311857 | Time: 2202.47 ms [2022-02-04 09:29:17 main:581] : INFO : Epoch 1649 | loss: 0.0311773 | val_loss: 0.0311842 | Time: 2202.4 ms [2022-02-04 09:29:19 main:581] : INFO : Epoch 1650 | loss: 0.031178 | val_loss: 0.031184 | Time: 2211.43 ms [2022-02-04 09:29:21 main:581] : INFO : Epoch 1651 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 2205.67 ms [2022-02-04 09:29:23 main:581] : INFO : Epoch 1652 | loss: 0.0311789 | val_loss: 0.0311849 | Time: 2202.65 ms [2022-02-04 09:29:26 main:581] : INFO : Epoch 1653 | loss: 0.0311781 | val_loss: 0.0311859 | Time: 2200.09 ms [2022-02-04 09:29:28 main:581] : INFO : Epoch 1654 | loss: 0.0311785 | val_loss: 0.0311848 | Time: 2248.24 ms [2022-02-04 09:29:30 main:581] : INFO : Epoch 1655 | loss: 0.0311779 | val_loss: 0.0311838 | Time: 2277.04 ms [2022-02-04 09:29:32 main:581] : INFO : Epoch 1656 | loss: 0.031178 | val_loss: 0.0311862 | Time: 2287.81 ms [2022-02-04 09:29:35 main:581] : INFO : Epoch 1657 | loss: 0.0311782 | val_loss: 0.0311851 | Time: 2156.66 ms [2022-02-04 09:29:37 main:581] : INFO : Epoch 1658 | loss: 0.0311774 | val_loss: 0.0311836 | Time: 2202.97 ms [2022-02-04 09:29:39 main:581] : INFO : Epoch 1659 | loss: 0.0311799 | val_loss: 0.0311893 | Time: 2190 ms [2022-02-04 09:29:41 main:581] : INFO : Epoch 1660 | loss: 0.0311816 | val_loss: 0.0311845 | Time: 2190.89 ms [2022-02-04 09:29:43 main:581] : INFO : Epoch 1661 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 2141.09 ms [2022-02-04 09:29:46 main:581] : INFO : Epoch 1662 | loss: 0.0311797 | val_loss: 0.0311865 | Time: 2219.44 ms [2022-02-04 09:29:48 main:581] : INFO : Epoch 1663 | loss: 0.0311803 | val_loss: 0.0311851 | Time: 2199.58 ms [2022-02-04 09:29:50 main:581] : INFO : Epoch 1664 | loss: 0.0311795 | val_loss: 0.0311858 | Time: 2150.64 ms [2022-02-04 09:29:52 main:581] : INFO : Epoch 1665 | loss: 0.0311782 | val_loss: 0.0311839 | Time: 2280.04 ms [2022-02-04 09:29:54 main:581] : INFO : Epoch 1666 | loss: 0.0311784 | val_loss: 0.0311873 | Time: 2280.94 ms [2022-02-04 09:29:57 main:581] : INFO : Epoch 1667 | loss: 0.0311805 | val_loss: 0.0311845 | Time: 2170.97 ms [2022-02-04 09:29:59 main:581] : INFO : Epoch 1668 | loss: 0.0311789 | val_loss: 0.0311842 | Time: 2140.67 ms [2022-02-04 09:30:01 main:581] : INFO : Epoch 1669 | loss: 0.03118 | val_loss: 0.0311853 | Time: 2164.97 ms [2022-02-04 09:30:03 main:581] : INFO : Epoch 1670 | loss: 0.0311773 | val_loss: 0.0311849 | Time: 2190.93 ms [2022-02-04 09:30:05 main:581] : INFO : Epoch 1671 | loss: 0.0311772 | val_loss: 0.0311841 | Time: 2133.9 ms [2022-02-04 09:30:07 main:581] : INFO : Epoch 1672 | loss: 0.031178 | val_loss: 0.0311855 | Time: 2146.1 ms [2022-02-04 09:30:10 main:581] : INFO : Epoch 1673 | loss: 0.0311794 | val_loss: 0.0311966 | Time: 2138.07 ms [2022-02-04 09:30:12 main:581] : INFO : Epoch 1674 | loss: 0.031183 | val_loss: 0.0311879 | Time: 2163.29 ms [2022-02-04 09:30:14 main:581] : INFO : Epoch 1675 | loss: 0.0311778 | val_loss: 0.0311868 | Time: 2135.75 ms [2022-02-04 09:30:16 main:581] : INFO : Epoch 1676 | loss: 0.03118 | val_loss: 0.0311884 | Time: 2202.96 ms [2022-02-04 09:30:18 main:581] : INFO : Epoch 1677 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 2130.77 ms [2022-02-04 09:30:20 main:581] : INFO : Epoch 1678 | loss: 0.0311786 | val_loss: 0.0311886 | Time: 2159.44 ms [2022-02-04 09:30:22 main:581] : INFO : Epoch 1679 | loss: 0.0311777 | val_loss: 0.0311844 | Time: 2142.83 ms [2022-02-04 09:30:25 main:581] : INFO : Epoch 1680 | loss: 0.0311787 | val_loss: 0.0311891 | Time: 2132.93 ms [2022-02-04 09:30:27 main:581] : INFO : Epoch 1681 | loss: 0.0311795 | val_loss: 0.0311951 | Time: 2146.53 ms [2022-02-04 09:30:29 main:581] : INFO : Epoch 1682 | loss: 0.0311795 | val_loss: 0.0311851 | Time: 2152.9 ms [2022-02-04 09:30:31 main:581] : INFO : Epoch 1683 | loss: 0.031178 | val_loss: 0.0311849 | Time: 2166.28 ms [2022-02-04 09:30:33 main:581] : INFO : Epoch 1684 | loss: 0.0311788 | val_loss: 0.0311848 | Time: 2142.77 ms [2022-02-04 09:30:35 main:581] : INFO : Epoch 1685 | loss: 0.0311784 | val_loss: 0.0311857 | Time: 2124.3 ms [2022-02-04 09:30:37 main:581] : INFO : Epoch 1686 | loss: 0.0311776 | val_loss: 0.0311866 | Time: 2138.07 ms [2022-02-04 09:30:40 main:581] : INFO : Epoch 1687 | loss: 0.0311781 | val_loss: 0.031186 | Time: 2167.6 ms [2022-02-04 09:30:42 main:581] : INFO : Epoch 1688 | loss: 0.0311776 | val_loss: 0.0311847 | Time: 2163.39 ms [2022-02-04 09:30:44 main:581] : INFO : Epoch 1689 | loss: 0.0311789 | val_loss: 0.0311856 | Time: 2142.21 ms [2022-02-04 09:30:46 main:581] : INFO : Epoch 1690 | loss: 0.0311781 | val_loss: 0.0311839 | Time: 2155.02 ms [2022-02-04 09:30:48 main:581] : INFO : Epoch 1691 | loss: 0.0311771 | val_loss: 0.0311852 | Time: 2173.12 ms [2022-02-04 09:30:50 main:581] : INFO : Epoch 1692 | loss: 0.0311769 | val_loss: 0.0311849 | Time: 2168.39 ms [2022-02-04 09:30:53 main:581] : INFO : Epoch 1693 | loss: 0.0311773 | val_loss: 0.0311872 | Time: 2146.45 ms [2022-02-04 09:30:55 main:581] : INFO : Epoch 1694 | loss: 0.0311781 | val_loss: 0.0311854 | Time: 2133.44 ms [2022-02-04 09:30:57 main:581] : INFO : Epoch 1695 | loss: 0.0311781 | val_loss: 0.0311865 | Time: 2167.71 ms [2022-02-04 09:30:59 main:581] : INFO : Epoch 1696 | loss: 0.0311794 | val_loss: 0.0311852 | Time: 2189.1 ms [2022-02-04 09:31:01 main:581] : INFO : Epoch 1697 | loss: 0.0311791 | val_loss: 0.0311876 | Time: 2148.38 ms [2022-02-04 09:31:03 main:581] : INFO : Epoch 1698 | loss: 0.031179 | val_loss: 0.0311848 | Time: 2160.09 ms [2022-02-04 09:31:06 main:581] : INFO : Epoch 1699 | loss: 0.0311794 | val_loss: 0.0311855 | Time: 2148.2 ms [2022-02-04 09:31:08 main:581] : INFO : Epoch 1700 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 2150.77 ms [2022-02-04 09:31:10 main:581] : INFO : Epoch 1701 | loss: 0.0311771 | val_loss: 0.0311865 | Time: 2164.83 ms [2022-02-04 09:31:12 main:581] : INFO : Epoch 1702 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 2137.56 ms [2022-02-04 09:31:14 main:581] : INFO : Epoch 1703 | loss: 0.0311771 | val_loss: 0.031184 | Time: 2142.88 ms [2022-02-04 09:31:16 main:581] : INFO : Epoch 1704 | loss: 0.0311791 | val_loss: 0.0311939 | Time: 2154.52 ms [2022-02-04 09:31:18 main:581] : INFO : Epoch 1705 | loss: 0.0311789 | val_loss: 0.0311854 | Time: 2173.08 ms [2022-02-04 09:31:21 main:581] : INFO : Epoch 1706 | loss: 0.0311787 | val_loss: 0.031185 | Time: 2146.34 ms [2022-02-04 09:31:23 main:581] : INFO : Epoch 1707 | loss: 0.0311773 | val_loss: 0.0311847 | Time: 2134.63 ms [2022-02-04 09:31:25 main:581] : INFO : Epoch 1708 | loss: 0.0311779 | val_loss: 0.031186 | Time: 2159.81 ms [2022-02-04 09:31:27 main:581] : INFO : Epoch 1709 | loss: 0.0311779 | val_loss: 0.031187 | Time: 2133.44 ms [2022-02-04 09:31:29 main:581] : INFO : Epoch 1710 | loss: 0.0311783 | val_loss: 0.0311838 | Time: 2139.25 ms [2022-02-04 09:31:31 main:581] : INFO : Epoch 1711 | loss: 0.031179 | val_loss: 0.0311859 | Time: 2142.13 ms [2022-02-04 09:31:33 main:581] : INFO : Epoch 1712 | loss: 0.0311766 | val_loss: 0.0311867 | Time: 2152.69 ms [2022-02-04 09:31:36 main:581] : INFO : Epoch 1713 | loss: 0.0311807 | val_loss: 0.0311884 | Time: 2144.04 ms [2022-02-04 09:31:38 main:581] : INFO : Epoch 1714 | loss: 0.0311781 | val_loss: 0.0311876 | Time: 2147.48 ms [2022-02-04 09:31:40 main:581] : INFO : Epoch 1715 | loss: 0.0311774 | val_loss: 0.0311884 | Time: 2145.09 ms [2022-02-04 09:31:42 main:581] : INFO : Epoch 1716 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 2135.93 ms [2022-02-04 09:31:44 main:581] : INFO : Epoch 1717 | loss: 0.0311773 | val_loss: 0.0311854 | Time: 2144.23 ms [2022-02-04 09:31:46 main:581] : INFO : Epoch 1718 | loss: 0.0311789 | val_loss: 0.0311846 | Time: 2170.15 ms [2022-02-04 09:31:49 main:581] : INFO : Epoch 1719 | loss: 0.031178 | val_loss: 0.0311882 | Time: 2269.36 ms [2022-02-04 09:31:51 main:581] : INFO : Epoch 1720 | loss: 0.0311774 | val_loss: 0.0311856 | Time: 2281.02 ms [2022-02-04 09:31:53 main:581] : INFO : Epoch 1721 | loss: 0.031178 | val_loss: 0.0311912 | Time: 2314.33 ms [2022-02-04 09:31:55 main:581] : INFO : Epoch 1722 | loss: 0.0311809 | val_loss: 0.0311857 | Time: 2269 ms [2022-02-04 09:31:58 main:581] : INFO : Epoch 1723 | loss: 0.0311776 | val_loss: 0.0311856 | Time: 2186.68 ms [2022-02-04 09:32:00 main:581] : INFO : Epoch 1724 | loss: 0.0311782 | val_loss: 0.0311889 | Time: 2177.89 ms [2022-02-04 09:32:02 main:581] : INFO : Epoch 1725 | loss: 0.0311793 | val_loss: 0.0311852 | Time: 2177.12 ms [2022-02-04 09:32:04 main:581] : INFO : Epoch 1726 | loss: 0.0311784 | val_loss: 0.0311862 | Time: 2188.98 ms [2022-02-04 09:32:06 main:581] : INFO : Epoch 1727 | loss: 0.0311777 | val_loss: 0.0311871 | Time: 2171.95 ms [2022-02-04 09:32:09 main:581] : INFO : Epoch 1728 | loss: 0.0311782 | val_loss: 0.0311869 | Time: 2213.03 ms [2022-02-04 09:32:11 main:581] : INFO : Epoch 1729 | loss: 0.0311776 | val_loss: 0.031185 | Time: 2250.86 ms [2022-02-04 09:32:13 main:581] : INFO : Epoch 1730 | loss: 0.0311776 | val_loss: 0.0311854 | Time: 2152.12 ms [2022-02-04 09:32:15 main:581] : INFO : Epoch 1731 | loss: 0.0311769 | val_loss: 0.0311855 | Time: 2140.51 ms [2022-02-04 09:32:17 main:581] : INFO : Epoch 1732 | loss: 0.0311768 | val_loss: 0.031186 | Time: 2133.25 ms [2022-02-04 09:32:19 main:581] : INFO : Epoch 1733 | loss: 0.031179 | val_loss: 0.0311845 | Time: 2139.8 ms [2022-02-04 09:32:22 main:581] : INFO : Epoch 1734 | loss: 0.0311767 | val_loss: 0.0311849 | Time: 2138.01 ms [2022-02-04 09:32:24 main:581] : INFO : Epoch 1735 | loss: 0.0311764 | val_loss: 0.0311859 | Time: 2137.26 ms [2022-02-04 09:32:26 main:581] : INFO : Epoch 1736 | loss: 0.0311777 | val_loss: 0.0311876 | Time: 2133.27 ms [2022-02-04 09:32:28 main:581] : INFO : Epoch 1737 | loss: 0.0311783 | val_loss: 0.0311853 | Time: 2139.62 ms [2022-02-04 09:32:30 main:581] : INFO : Epoch 1738 | loss: 0.0311778 | val_loss: 0.0311867 | Time: 2127.56 ms [2022-02-04 09:32:32 main:581] : INFO : Epoch 1739 | loss: 0.0311824 | val_loss: 0.0311878 | Time: 2153.92 ms [2022-02-04 09:32:34 main:581] : INFO : Epoch 1740 | loss: 0.0311789 | val_loss: 0.0311905 | Time: 2144.46 ms [2022-02-04 09:32:37 main:581] : INFO : Epoch 1741 | loss: 0.0311778 | val_loss: 0.0311864 | Time: 2142.66 ms [2022-02-04 09:32:39 main:581] : INFO : Epoch 1742 | loss: 0.0311773 | val_loss: 0.0311848 | Time: 2137.5 ms [2022-02-04 09:32:41 main:581] : INFO : Epoch 1743 | loss: 0.0311769 | val_loss: 0.0311851 | Time: 2171.95 ms [2022-02-04 09:32:43 main:581] : INFO : Epoch 1744 | loss: 0.0311765 | val_loss: 0.0311874 | Time: 2140.55 ms [2022-02-04 09:32:45 main:581] : INFO : Epoch 1745 | loss: 0.0311769 | val_loss: 0.0311849 | Time: 2131.88 ms [2022-02-04 09:32:47 main:581] : INFO : Epoch 1746 | loss: 0.0311769 | val_loss: 0.0311906 | Time: 2132.48 ms [2022-02-04 09:32:49 main:581] : INFO : Epoch 1747 | loss: 0.0311782 | val_loss: 0.0311872 | Time: 2149.71 ms [2022-02-04 09:32:52 main:581] : INFO : Epoch 1748 | loss: 0.0311781 | val_loss: 0.0311868 | Time: 2205.96 ms [2022-02-04 09:32:54 main:581] : INFO : Epoch 1749 | loss: 0.0311784 | val_loss: 0.0311884 | Time: 2174.46 ms [2022-02-04 09:32:56 main:581] : INFO : Epoch 1750 | loss: 0.0311802 | val_loss: 0.0311859 | Time: 2175.12 ms [2022-02-04 09:32:58 main:581] : INFO : Epoch 1751 | loss: 0.0311785 | val_loss: 0.0311854 | Time: 2157.19 ms [2022-02-04 09:33:00 main:581] : INFO : Epoch 1752 | loss: 0.0311784 | val_loss: 0.0311855 | Time: 2134.69 ms [2022-02-04 09:33:02 main:581] : INFO : Epoch 1753 | loss: 0.0311793 | val_loss: 0.0311846 | Time: 2135.64 ms [2022-02-04 09:33:05 main:581] : INFO : Epoch 1754 | loss: 0.0311802 | val_loss: 0.0311864 | Time: 2146.35 ms [2022-02-04 09:33:07 main:581] : INFO : Epoch 1755 | loss: 0.0311809 | val_loss: 0.0311905 | Time: 2177.29 ms [2022-02-04 09:33:09 main:581] : INFO : Epoch 1756 | loss: 0.0311802 | val_loss: 0.0311854 | Time: 2188.61 ms [2022-02-04 09:33:11 main:581] : INFO : Epoch 1757 | loss: 0.0311764 | val_loss: 0.0311851 | Time: 2177.35 ms [2022-02-04 09:33:13 main:581] : INFO : Epoch 1758 | loss: 0.0311766 | val_loss: 0.031186 | Time: 2207.43 ms [2022-02-04 09:33:15 main:581] : INFO : Epoch 1759 | loss: 0.0311796 | val_loss: 0.0311872 | Time: 2175.91 ms [2022-02-04 09:33:18 main:581] : INFO : Epoch 1760 | loss: 0.0311785 | val_loss: 0.0311857 | Time: 2159.59 ms [2022-02-04 09:33:20 main:581] : INFO : Epoch 1761 | loss: 0.0311764 | val_loss: 0.0311846 | Time: 2154.11 ms [2022-02-04 09:33:22 main:581] : INFO : Epoch 1762 | loss: 0.0311778 | val_loss: 0.0311856 | Time: 2181.38 ms [2022-02-04 09:33:24 main:581] : INFO : Epoch 1763 | loss: 0.0311788 | val_loss: 0.0311848 | Time: 2160.59 ms [2022-02-04 09:33:26 main:581] : INFO : Epoch 1764 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 2181.39 ms [2022-02-04 09:33:28 main:581] : INFO : Epoch 1765 | loss: 0.0311772 | val_loss: 0.0311855 | Time: 2191.78 ms [2022-02-04 09:33:31 main:581] : INFO : Epoch 1766 | loss: 0.0311774 | val_loss: 0.0311864 | Time: 2196.18 ms [2022-02-04 09:33:33 main:581] : INFO : Epoch 1767 | loss: 0.0311764 | val_loss: 0.0311849 | Time: 2189.86 ms [2022-02-04 09:33:35 main:581] : INFO : Epoch 1768 | loss: 0.0311769 | val_loss: 0.0311855 | Time: 2245.31 ms [2022-02-04 09:33:37 main:581] : INFO : Epoch 1769 | loss: 0.0311783 | val_loss: 0.0311865 | Time: 2135.18 ms [2022-02-04 09:33:39 main:581] : INFO : Epoch 1770 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 2140.43 ms [2022-02-04 09:33:42 main:581] : INFO : Epoch 1771 | loss: 0.0311762 | val_loss: 0.0311843 | Time: 2136.39 ms [2022-02-04 09:33:44 main:581] : INFO : Epoch 1772 | loss: 0.031176 | val_loss: 0.0311875 | Time: 2154.65 ms [2022-02-04 09:33:46 main:581] : INFO : Epoch 1773 | loss: 0.0311768 | val_loss: 0.0311863 | Time: 2159.92 ms [2022-02-04 09:33:48 main:581] : INFO : Epoch 1774 | loss: 0.0311766 | val_loss: 0.0311842 | Time: 2187.84 ms [2022-02-04 09:33:50 main:581] : INFO : Epoch 1775 | loss: 0.031176 | val_loss: 0.031185 | Time: 2248.96 ms [2022-02-04 09:33:52 main:581] : INFO : Epoch 1776 | loss: 0.0311771 | val_loss: 0.0311869 | Time: 2153.52 ms [2022-02-04 09:33:55 main:581] : INFO : Epoch 1777 | loss: 0.0311773 | val_loss: 0.0311846 | Time: 2138.22 ms [2022-02-04 09:33:57 main:581] : INFO : Epoch 1778 | loss: 0.0311775 | val_loss: 0.0311907 | Time: 2153.93 ms [2022-02-04 09:33:59 main:581] : INFO : Epoch 1779 | loss: 0.0311782 | val_loss: 0.0311858 | Time: 2133.87 ms [2022-02-04 09:34:01 main:581] : INFO : Epoch 1780 | loss: 0.0311782 | val_loss: 0.031189 | Time: 2214.68 ms [2022-02-04 09:34:03 main:581] : INFO : Epoch 1781 | loss: 0.0311775 | val_loss: 0.0311841 | Time: 2154.59 ms [2022-02-04 09:34:05 main:581] : INFO : Epoch 1782 | loss: 0.0311762 | val_loss: 0.0311846 | Time: 2186.74 ms [2022-02-04 09:34:08 main:581] : INFO : Epoch 1783 | loss: 0.0311766 | val_loss: 0.0311849 | Time: 2224.41 ms [2022-02-04 09:34:10 main:581] : INFO : Epoch 1784 | loss: 0.0311766 | val_loss: 0.0311865 | Time: 2237.81 ms [2022-02-04 09:34:12 main:581] : INFO : Epoch 1785 | loss: 0.031177 | val_loss: 0.0311843 | Time: 2226.14 ms [2022-02-04 09:34:14 main:581] : INFO : Epoch 1786 | loss: 0.0311763 | val_loss: 0.031188 | Time: 2231.42 ms [2022-02-04 09:34:17 main:581] : INFO : Epoch 1787 | loss: 0.0311773 | val_loss: 0.0311843 | Time: 2229.24 ms [2022-02-04 09:34:19 main:581] : INFO : Epoch 1788 | loss: 0.0311774 | val_loss: 0.0311875 | Time: 2228.06 ms [2022-02-04 09:34:21 main:581] : INFO : Epoch 1789 | loss: 0.0311798 | val_loss: 0.0311876 | Time: 2230.37 ms [2022-02-04 09:34:23 main:581] : INFO : Epoch 1790 | loss: 0.0311782 | val_loss: 0.0311853 | Time: 2239.22 ms [2022-02-04 09:34:25 main:581] : INFO : Epoch 1791 | loss: 0.0311773 | val_loss: 0.0311862 | Time: 2181.35 ms [2022-02-04 09:34:28 main:581] : INFO : Epoch 1792 | loss: 0.0311758 | val_loss: 0.0311874 | Time: 2134.08 ms [2022-02-04 09:34:30 main:581] : INFO : Epoch 1793 | loss: 0.0311764 | val_loss: 0.0311846 | Time: 2134.13 ms [2022-02-04 09:34:32 main:581] : INFO : Epoch 1794 | loss: 0.0311761 | val_loss: 0.0311853 | Time: 2141.23 ms [2022-02-04 09:34:34 main:581] : INFO : Epoch 1795 | loss: 0.0311779 | val_loss: 0.0311861 | Time: 2167.66 ms [2022-02-04 09:34:36 main:581] : INFO : Epoch 1796 | loss: 0.03118 | val_loss: 0.0311872 | Time: 2142.79 ms [2022-02-04 09:34:38 main:581] : INFO : Epoch 1797 | loss: 0.0311789 | val_loss: 0.0311846 | Time: 2146.9 ms [2022-02-04 09:34:40 main:581] : INFO : Epoch 1798 | loss: 0.0311778 | val_loss: 0.031185 | Time: 2141.45 ms [2022-02-04 09:34:43 main:581] : INFO : Epoch 1799 | loss: 0.0311766 | val_loss: 0.0311872 | Time: 2137.03 ms [2022-02-04 09:34:45 main:581] : INFO : Epoch 1800 | loss: 0.0311788 | val_loss: 0.031185 | Time: 2141.08 ms [2022-02-04 09:34:47 main:581] : INFO : Epoch 1801 | loss: 0.0311789 | val_loss: 0.0311865 | Time: 2142.63 ms [2022-02-04 09:34:49 main:581] : INFO : Epoch 1802 | loss: 0.0311774 | val_loss: 0.0311865 | Time: 2117.94 ms [2022-02-04 09:34:51 main:581] : INFO : Epoch 1803 | loss: 0.0311778 | val_loss: 0.0311859 | Time: 2135.33 ms [2022-02-04 09:34:53 main:581] : INFO : Epoch 1804 | loss: 0.0311774 | val_loss: 0.0311847 | Time: 2146.18 ms [2022-02-04 09:34:55 main:581] : INFO : Epoch 1805 | loss: 0.0311769 | val_loss: 0.0311884 | Time: 2138.79 ms [2022-02-04 09:34:58 main:581] : INFO : Epoch 1806 | loss: 0.0311778 | val_loss: 0.0311863 | Time: 2134.49 ms [2022-02-04 09:35:00 main:581] : INFO : Epoch 1807 | loss: 0.0311765 | val_loss: 0.0311854 | Time: 2141.46 ms [2022-02-04 09:35:02 main:581] : INFO : Epoch 1808 | loss: 0.0311762 | val_loss: 0.0311845 | Time: 2154.53 ms [2022-02-04 09:35:04 main:581] : INFO : Epoch 1809 | loss: 0.0311765 | val_loss: 0.0311865 | Time: 2143.93 ms [2022-02-04 09:35:06 main:581] : INFO : Epoch 1810 | loss: 0.0311774 | val_loss: 0.0311866 | Time: 2162 ms [2022-02-04 09:35:08 main:581] : INFO : Epoch 1811 | loss: 0.0311798 | val_loss: 0.0311863 | Time: 2229.15 ms [2022-02-04 09:35:11 main:581] : INFO : Epoch 1812 | loss: 0.0311769 | val_loss: 0.0311876 | Time: 2207.33 ms [2022-02-04 09:35:13 main:581] : INFO : Epoch 1813 | loss: 0.0311769 | val_loss: 0.031185 | Time: 2208.25 ms [2022-02-04 09:35:15 main:581] : INFO : Epoch 1814 | loss: 0.0311769 | val_loss: 0.0311857 | Time: 2216.97 ms [2022-02-04 09:35:17 main:581] : INFO : Epoch 1815 | loss: 0.031179 | val_loss: 0.0311845 | Time: 2215.58 ms [2022-02-04 09:35:19 main:581] : INFO : Epoch 1816 | loss: 0.0311784 | val_loss: 0.031184 | Time: 2190.89 ms [2022-02-04 09:35:22 main:581] : INFO : Epoch 1817 | loss: 0.0311791 | val_loss: 0.0311841 | Time: 2140.88 ms [2022-02-04 09:35:24 main:581] : INFO : Epoch 1818 | loss: 0.0311783 | val_loss: 0.0311858 | Time: 2139.87 ms [2022-02-04 09:35:26 main:581] : INFO : Epoch 1819 | loss: 0.0311766 | val_loss: 0.0311857 | Time: 2138.54 ms [2022-02-04 09:35:28 main:581] : INFO : Epoch 1820 | loss: 0.0311761 | val_loss: 0.0311847 | Time: 2131.74 ms [2022-02-04 09:35:30 main:581] : INFO : Epoch 1821 | loss: 0.0311767 | val_loss: 0.0311842 | Time: 2122.74 ms [2022-02-04 09:35:32 main:581] : INFO : Epoch 1822 | loss: 0.0311764 | val_loss: 0.0311881 | Time: 2233.15 ms [2022-02-04 09:35:35 main:581] : INFO : Epoch 1823 | loss: 0.0311797 | val_loss: 0.0311838 | Time: 2234.43 ms [2022-02-04 09:35:37 main:581] : INFO : Epoch 1824 | loss: 0.0311766 | val_loss: 0.0311848 | Time: 2231.83 ms [2022-02-04 09:35:39 main:581] : INFO : Epoch 1825 | loss: 0.0311767 | val_loss: 0.0311868 | Time: 2231.94 ms [2022-02-04 09:35:41 main:581] : INFO : Epoch 1826 | loss: 0.0311778 | val_loss: 0.0311852 | Time: 2220.26 ms [2022-02-04 09:35:43 main:581] : INFO : Epoch 1827 | loss: 0.0311782 | val_loss: 0.0311862 | Time: 2181.62 ms [2022-02-04 09:35:46 main:581] : INFO : Epoch 1828 | loss: 0.0311779 | val_loss: 0.0311887 | Time: 2152.23 ms [2022-02-04 09:35:48 main:581] : INFO : Epoch 1829 | loss: 0.031185 | val_loss: 0.0311948 | Time: 2138.43 ms [2022-02-04 09:35:50 main:581] : INFO : Epoch 1830 | loss: 0.0311821 | val_loss: 0.0311874 | Time: 2141.13 ms [2022-02-04 09:35:52 main:581] : INFO : Epoch 1831 | loss: 0.0311777 | val_loss: 0.0311852 | Time: 2138.93 ms [2022-02-04 09:35:54 main:581] : INFO : Epoch 1832 | loss: 0.0311783 | val_loss: 0.0311846 | Time: 2231.52 ms [2022-02-04 09:35:56 main:581] : INFO : Epoch 1833 | loss: 0.0311771 | val_loss: 0.0311862 | Time: 2163.94 ms [2022-02-04 09:35:59 main:581] : INFO : Epoch 1834 | loss: 0.031176 | val_loss: 0.0311841 | Time: 2137.62 ms [2022-02-04 09:36:01 main:581] : INFO : Epoch 1835 | loss: 0.0311768 | val_loss: 0.0311885 | Time: 2145.2 ms [2022-02-04 09:36:03 main:581] : INFO : Epoch 1836 | loss: 0.0311805 | val_loss: 0.0311873 | Time: 2142.43 ms [2022-02-04 09:36:05 main:581] : INFO : Epoch 1837 | loss: 0.0311786 | val_loss: 0.0311866 | Time: 2160.86 ms [2022-02-04 09:36:07 main:581] : INFO : Epoch 1838 | loss: 0.0311791 | val_loss: 0.031188 | Time: 2144.35 ms [2022-02-04 09:36:09 main:581] : INFO : Epoch 1839 | loss: 0.031178 | val_loss: 0.0311867 | Time: 2145.34 ms [2022-02-04 09:36:11 main:581] : INFO : Epoch 1840 | loss: 0.0311777 | val_loss: 0.0311875 | Time: 2135.97 ms [2022-02-04 09:36:14 main:581] : INFO : Epoch 1841 | loss: 0.0311777 | val_loss: 0.0311869 | Time: 2119.09 ms [2022-02-04 09:36:16 main:581] : INFO : Epoch 1842 | loss: 0.0311778 | val_loss: 0.0311879 | Time: 2142.38 ms [2022-02-04 09:36:18 main:581] : INFO : Epoch 1843 | loss: 0.0311774 | val_loss: 0.0311846 | Time: 2154.27 ms [2022-02-04 09:36:20 main:581] : INFO : Epoch 1844 | loss: 0.0311764 | val_loss: 0.031185 | Time: 2201.7 ms [2022-02-04 09:36:22 main:581] : INFO : Epoch 1845 | loss: 0.0311766 | val_loss: 0.0311886 | Time: 2196.62 ms [2022-02-04 09:36:24 main:581] : INFO : Epoch 1846 | loss: 0.0311782 | val_loss: 0.0311869 | Time: 2210.81 ms [2022-02-04 09:36:27 main:581] : INFO : Epoch 1847 | loss: 0.0311778 | val_loss: 0.0311849 | Time: 2213.93 ms [2022-02-04 09:36:29 main:581] : INFO : Epoch 1848 | loss: 0.0311788 | val_loss: 0.0311894 | Time: 2218.72 ms [2022-02-04 09:36:31 main:581] : INFO : Epoch 1849 | loss: 0.0311783 | val_loss: 0.0311865 | Time: 2225.61 ms [2022-02-04 09:36:33 main:581] : INFO : Epoch 1850 | loss: 0.0311766 | val_loss: 0.0311878 | Time: 2199.71 ms [2022-02-04 09:36:35 main:581] : INFO : Epoch 1851 | loss: 0.0311764 | val_loss: 0.0311881 | Time: 2173.32 ms [2022-02-04 09:36:38 main:581] : INFO : Epoch 1852 | loss: 0.0311756 | val_loss: 0.0311855 | Time: 2180.56 ms [2022-02-04 09:36:40 main:581] : INFO : Epoch 1853 | loss: 0.0311754 | val_loss: 0.0311855 | Time: 2210.74 ms [2022-02-04 09:36:42 main:581] : INFO : Epoch 1854 | loss: 0.0311762 | val_loss: 0.0311862 | Time: 2144.72 ms [2022-02-04 09:36:44 main:581] : INFO : Epoch 1855 | loss: 0.0311762 | val_loss: 0.0311892 | Time: 2133.24 ms [2022-02-04 09:36:46 main:581] : INFO : Epoch 1856 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 2166.4 ms [2022-02-04 09:36:48 main:581] : INFO : Epoch 1857 | loss: 0.0311756 | val_loss: 0.0311842 | Time: 2141.81 ms [2022-02-04 09:36:51 main:581] : INFO : Epoch 1858 | loss: 0.0311756 | val_loss: 0.0311849 | Time: 2151.06 ms [2022-02-04 09:36:53 main:581] : INFO : Epoch 1859 | loss: 0.0311758 | val_loss: 0.031185 | Time: 2140.32 ms [2022-02-04 09:36:55 main:581] : INFO : Epoch 1860 | loss: 0.0311758 | val_loss: 0.0311856 | Time: 2145.61 ms [2022-02-04 09:36:57 main:581] : INFO : Epoch 1861 | loss: 0.0311755 | val_loss: 0.0311874 | Time: 2134.65 ms [2022-02-04 09:36:59 main:581] : INFO : Epoch 1862 | loss: 0.031177 | val_loss: 0.0311848 | Time: 2135.47 ms [2022-02-04 09:37:01 main:581] : INFO : Epoch 1863 | loss: 0.031176 | val_loss: 0.0311877 | Time: 2119.44 ms [2022-02-04 09:37:03 main:581] : INFO : Epoch 1864 | loss: 0.031178 | val_loss: 0.0311906 | Time: 2137.35 ms [2022-02-04 09:37:06 main:581] : INFO : Epoch 1865 | loss: 0.0311792 | val_loss: 0.0311905 | Time: 2139.54 ms [2022-02-04 09:37:08 main:581] : INFO : Epoch 1866 | loss: 0.0311784 | val_loss: 0.0311843 | Time: 2136.03 ms [2022-02-04 09:37:10 main:581] : INFO : Epoch 1867 | loss: 0.0311766 | val_loss: 0.0311852 | Time: 2142.49 ms [2022-02-04 09:37:12 main:581] : INFO : Epoch 1868 | loss: 0.0311768 | val_loss: 0.0311865 | Time: 2163.6 ms [2022-02-04 09:37:14 main:581] : INFO : Epoch 1869 | loss: 0.0311765 | val_loss: 0.0311849 | Time: 2135.01 ms [2022-02-04 09:37:16 main:581] : INFO : Epoch 1870 | loss: 0.0311764 | val_loss: 0.0311851 | Time: 2126.69 ms [2022-02-04 09:37:18 main:581] : INFO : Epoch 1871 | loss: 0.0311762 | val_loss: 0.0311842 | Time: 2145.6 ms [2022-02-04 09:37:21 main:581] : INFO : Epoch 1872 | loss: 0.0311755 | val_loss: 0.0311846 | Time: 2143.68 ms [2022-02-04 09:37:23 main:581] : INFO : Epoch 1873 | loss: 0.0311782 | val_loss: 0.0311898 | Time: 2180.3 ms [2022-02-04 09:37:25 main:581] : INFO : Epoch 1874 | loss: 0.0311813 | val_loss: 0.0311877 | Time: 2243.83 ms [2022-02-04 09:37:27 main:581] : INFO : Epoch 1875 | loss: 0.0311826 | val_loss: 0.0311881 | Time: 2160.67 ms [2022-02-04 09:37:29 main:581] : INFO : Epoch 1876 | loss: 0.0311807 | val_loss: 0.0311848 | Time: 2131.11 ms [2022-02-04 09:37:31 main:581] : INFO : Epoch 1877 | loss: 0.0311789 | val_loss: 0.0311851 | Time: 2153.87 ms [2022-02-04 09:37:34 main:581] : INFO : Epoch 1878 | loss: 0.0311827 | val_loss: 0.0311874 | Time: 2218.68 ms [2022-02-04 09:37:36 main:581] : INFO : Epoch 1879 | loss: 0.0311806 | val_loss: 0.0311862 | Time: 2225.72 ms [2022-02-04 09:37:38 main:581] : INFO : Epoch 1880 | loss: 0.0311798 | val_loss: 0.0311877 | Time: 2222.33 ms [2022-02-04 09:37:40 main:581] : INFO : Epoch 1881 | loss: 0.0311822 | val_loss: 0.031206 | Time: 2177.12 ms [2022-02-04 09:37:42 main:581] : INFO : Epoch 1882 | loss: 0.0311867 | val_loss: 0.0311858 | Time: 2157.4 ms [2022-02-04 09:37:45 main:581] : INFO : Epoch 1883 | loss: 0.0311782 | val_loss: 0.0311859 | Time: 2137.2 ms [2022-02-04 09:37:47 main:581] : INFO : Epoch 1884 | loss: 0.0311766 | val_loss: 0.0311856 | Time: 2126.53 ms [2022-02-04 09:37:49 main:581] : INFO : Epoch 1885 | loss: 0.0311763 | val_loss: 0.0311863 | Time: 2172.02 ms [2022-02-04 09:37:51 main:581] : INFO : Epoch 1886 | loss: 0.0311775 | val_loss: 0.0311849 | Time: 2171.03 ms [2022-02-04 09:37:53 main:581] : INFO : Epoch 1887 | loss: 0.031177 | val_loss: 0.0311849 | Time: 2139.11 ms [2022-02-04 09:37:55 main:581] : INFO : Epoch 1888 | loss: 0.0311777 | val_loss: 0.0311908 | Time: 2148.63 ms [2022-02-04 09:37:57 main:581] : INFO : Epoch 1889 | loss: 0.0311794 | val_loss: 0.0311893 | Time: 2149.77 ms [2022-02-04 09:38:00 main:581] : INFO : Epoch 1890 | loss: 0.0311773 | val_loss: 0.0311864 | Time: 2147.8 ms [2022-02-04 09:38:02 main:581] : INFO : Epoch 1891 | loss: 0.0311761 | val_loss: 0.0311854 | Time: 2143.3 ms [2022-02-04 09:38:04 main:581] : INFO : Epoch 1892 | loss: 0.0311778 | val_loss: 0.0311856 | Time: 2149.07 ms [2022-02-04 09:38:06 main:581] : INFO : Epoch 1893 | loss: 0.0311872 | val_loss: 0.0311874 | Time: 2140.44 ms [2022-02-04 09:38:08 main:581] : INFO : Epoch 1894 | loss: 0.0311839 | val_loss: 0.0311936 | Time: 2153.38 ms [2022-02-04 09:38:10 main:581] : INFO : Epoch 1895 | loss: 0.0311826 | val_loss: 0.0311894 | Time: 2145.96 ms [2022-02-04 09:38:13 main:581] : INFO : Epoch 1896 | loss: 0.0311813 | val_loss: 0.0311877 | Time: 2241.59 ms [2022-02-04 09:38:15 main:581] : INFO : Epoch 1897 | loss: 0.0311788 | val_loss: 0.0311861 | Time: 2281.37 ms [2022-02-04 09:38:17 main:581] : INFO : Epoch 1898 | loss: 0.0311777 | val_loss: 0.031186 | Time: 2175.53 ms [2022-02-04 09:38:19 main:581] : INFO : Epoch 1899 | loss: 0.0311779 | val_loss: 0.0311855 | Time: 2126.27 ms [2022-02-04 09:38:21 main:581] : INFO : Epoch 1900 | loss: 0.0311766 | val_loss: 0.0311877 | Time: 2143.58 ms [2022-02-04 09:38:23 main:581] : INFO : Epoch 1901 | loss: 0.0311771 | val_loss: 0.031186 | Time: 2158.8 ms [2022-02-04 09:38:26 main:581] : INFO : Epoch 1902 | loss: 0.031176 | val_loss: 0.0311856 | Time: 2157.82 ms [2022-02-04 09:38:28 main:581] : INFO : Epoch 1903 | loss: 0.0311771 | val_loss: 0.031186 | Time: 2221.34 ms [2022-02-04 09:38:30 main:581] : INFO : Epoch 1904 | loss: 0.0311773 | val_loss: 0.0311894 | Time: 2135.99 ms [2022-02-04 09:38:32 main:581] : INFO : Epoch 1905 | loss: 0.0311777 | val_loss: 0.0311872 | Time: 2161.12 ms [2022-02-04 09:38:34 main:581] : INFO : Epoch 1906 | loss: 0.0311767 | val_loss: 0.0311878 | Time: 2163.71 ms [2022-02-04 09:38:36 main:581] : INFO : Epoch 1907 | loss: 0.0311777 | val_loss: 0.0311855 | Time: 2125.69 ms [2022-02-04 09:38:39 main:581] : INFO : Epoch 1908 | loss: 0.0311778 | val_loss: 0.0311895 | Time: 2188.72 ms [2022-02-04 09:38:41 main:581] : INFO : Epoch 1909 | loss: 0.0311779 | val_loss: 0.0311862 | Time: 2146.64 ms [2022-02-04 09:38:43 main:581] : INFO : Epoch 1910 | loss: 0.0311764 | val_loss: 0.0311875 | Time: 2146.76 ms [2022-02-04 09:38:45 main:581] : INFO : Epoch 1911 | loss: 0.0311778 | val_loss: 0.0311856 | Time: 2163.74 ms [2022-02-04 09:38:47 main:581] : INFO : Epoch 1912 | loss: 0.0311765 | val_loss: 0.0311875 | Time: 2170.84 ms [2022-02-04 09:38:49 main:581] : INFO : Epoch 1913 | loss: 0.0311766 | val_loss: 0.0311863 | Time: 2187.31 ms [2022-02-04 09:38:52 main:581] : INFO : Epoch 1914 | loss: 0.0311761 | val_loss: 0.0311859 | Time: 2198.21 ms [2022-02-04 09:38:54 main:581] : INFO : Epoch 1915 | loss: 0.0311775 | val_loss: 0.0311869 | Time: 2232.16 ms [2022-02-04 09:38:56 main:581] : INFO : Epoch 1916 | loss: 0.031177 | val_loss: 0.0311864 | Time: 2245.4 ms [2022-02-04 09:38:58 main:581] : INFO : Epoch 1917 | loss: 0.0311767 | val_loss: 0.0311877 | Time: 2168.85 ms [2022-02-04 09:39:00 main:581] : INFO : Epoch 1918 | loss: 0.0311797 | val_loss: 0.0311906 | Time: 2127.49 ms [2022-02-04 09:39:03 main:581] : INFO : Epoch 1919 | loss: 0.0311812 | val_loss: 0.0311876 | Time: 2161.56 ms [2022-02-04 09:39:05 main:581] : INFO : Epoch 1920 | loss: 0.0311788 | val_loss: 0.031186 | Time: 2136.56 ms [2022-02-04 09:39:07 main:581] : INFO : Epoch 1921 | loss: 0.0311802 | val_loss: 0.0311924 | Time: 2137.01 ms [2022-02-04 09:39:09 main:581] : INFO : Epoch 1922 | loss: 0.0311804 | val_loss: 0.0311868 | Time: 2266.49 ms [2022-02-04 09:39:11 main:581] : INFO : Epoch 1923 | loss: 0.0311785 | val_loss: 0.031189 | Time: 2229.9 ms [2022-02-04 09:39:14 main:581] : INFO : Epoch 1924 | loss: 0.0311791 | val_loss: 0.0311901 | Time: 2201.12 ms [2022-02-04 09:39:16 main:581] : INFO : Epoch 1925 | loss: 0.0311855 | val_loss: 0.0311988 | Time: 2132.94 ms [2022-02-04 09:39:18 main:581] : INFO : Epoch 1926 | loss: 0.031183 | val_loss: 0.0311885 | Time: 2134.72 ms [2022-02-04 09:39:20 main:581] : INFO : Epoch 1927 | loss: 0.0311802 | val_loss: 0.0311872 | Time: 2158.85 ms [2022-02-04 09:39:22 main:581] : INFO : Epoch 1928 | loss: 0.0311809 | val_loss: 0.031187 | Time: 2257.66 ms [2022-02-04 09:39:24 main:581] : INFO : Epoch 1929 | loss: 0.0311792 | val_loss: 0.031187 | Time: 2222.36 ms [2022-02-04 09:39:27 main:581] : INFO : Epoch 1930 | loss: 0.0311793 | val_loss: 0.0311887 | Time: 2281.83 ms [2022-02-04 09:39:29 main:581] : INFO : Epoch 1931 | loss: 0.0311799 | val_loss: 0.0311865 | Time: 2161.48 ms [2022-02-04 09:39:31 main:581] : INFO : Epoch 1932 | loss: 0.0311793 | val_loss: 0.0311964 | Time: 2140.26 ms [2022-02-04 09:39:33 main:581] : INFO : Epoch 1933 | loss: 0.0311837 | val_loss: 0.0311896 | Time: 2139.72 ms [2022-02-04 09:39:35 main:581] : INFO : Epoch 1934 | loss: 0.0311788 | val_loss: 0.0311867 | Time: 2225.57 ms [2022-02-04 09:39:38 main:581] : INFO : Epoch 1935 | loss: 0.0311762 | val_loss: 0.0311866 | Time: 2185.96 ms [2022-02-04 09:39:40 main:581] : INFO : Epoch 1936 | loss: 0.031176 | val_loss: 0.0311851 | Time: 2141.77 ms [2022-02-04 09:39:42 main:581] : INFO : Epoch 1937 | loss: 0.0311765 | val_loss: 0.0311938 | Time: 2173.12 ms [2022-02-04 09:39:44 main:581] : INFO : Epoch 1938 | loss: 0.0311804 | val_loss: 0.0311859 | Time: 2123.75 ms [2022-02-04 09:39:46 main:581] : INFO : Epoch 1939 | loss: 0.0311758 | val_loss: 0.0311852 | Time: 2133.87 ms [2022-02-04 09:39:48 main:581] : INFO : Epoch 1940 | loss: 0.0311801 | val_loss: 0.0312329 | Time: 2141.96 ms [2022-02-04 09:39:50 main:581] : INFO : Epoch 1941 | loss: 0.0313254 | val_loss: 0.0322032 | Time: 2135.01 ms [2022-02-04 09:39:53 main:581] : INFO : Epoch 1942 | loss: 0.0336534 | val_loss: 0.0319218 | Time: 2147.93 ms [2022-02-04 09:39:55 main:581] : INFO : Epoch 1943 | loss: 0.0374741 | val_loss: 0.0316488 | Time: 2136.27 ms [2022-02-04 09:39:57 main:581] : INFO : Epoch 1944 | loss: 0.0320762 | val_loss: 0.0316973 | Time: 2142.83 ms [2022-02-04 09:39:59 main:581] : INFO : Epoch 1945 | loss: 0.0314103 | val_loss: 0.0313331 | Time: 2136.39 ms [2022-02-04 09:40:01 main:581] : INFO : Epoch 1946 | loss: 0.0312777 | val_loss: 0.0312552 | Time: 2117.54 ms [2022-02-04 09:40:03 main:581] : INFO : Epoch 1947 | loss: 0.0312581 | val_loss: 0.0312519 | Time: 2137.62 ms [2022-02-04 09:40:05 main:581] : INFO : Epoch 1948 | loss: 0.0312559 | val_loss: 0.0312575 | Time: 2174.11 ms [2022-02-04 09:40:08 main:581] : INFO : Epoch 1949 | loss: 0.0312521 | val_loss: 0.0312498 | Time: 2172.25 ms [2022-02-04 09:40:10 main:581] : INFO : Epoch 1950 | loss: 0.031248 | val_loss: 0.0312473 | Time: 2141.24 ms [2022-02-04 09:40:12 main:581] : INFO : Epoch 1951 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 2141.24 ms [2022-02-04 09:40:14 main:581] : INFO : Epoch 1952 | loss: 0.0312492 | val_loss: 0.0312455 | Time: 2137.97 ms [2022-02-04 09:40:16 main:581] : INFO : Epoch 1953 | loss: 0.0312482 | val_loss: 0.0312526 | Time: 2130.64 ms [2022-02-04 09:40:18 main:581] : INFO : Epoch 1954 | loss: 0.0312491 | val_loss: 0.0312447 | Time: 2136.02 ms [2022-02-04 09:40:20 main:581] : INFO : Epoch 1955 | loss: 0.0312466 | val_loss: 0.0312467 | Time: 2137.93 ms [2022-02-04 09:40:23 main:581] : INFO : Epoch 1956 | loss: 0.0312451 | val_loss: 0.0312448 | Time: 2140.74 ms [2022-02-04 09:40:25 main:581] : INFO : Epoch 1957 | loss: 0.0312447 | val_loss: 0.0312447 | Time: 2150.77 ms [2022-02-04 09:40:27 main:581] : INFO : Epoch 1958 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 2148.92 ms [2022-02-04 09:40:29 main:581] : INFO : Epoch 1959 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 2154.25 ms [2022-02-04 09:40:31 main:581] : INFO : Epoch 1960 | loss: 0.0312444 | val_loss: 0.0312418 | Time: 2135.44 ms [2022-02-04 09:40:33 main:581] : INFO : Epoch 1961 | loss: 0.0312447 | val_loss: 0.0312447 | Time: 2224.41 ms [2022-02-04 09:40:36 main:581] : INFO : Epoch 1962 | loss: 0.0312427 | val_loss: 0.0312406 | Time: 2234.24 ms [2022-02-04 09:40:38 main:581] : INFO : Epoch 1963 | loss: 0.031241 | val_loss: 0.0312403 | Time: 2181.84 ms [2022-02-04 09:40:40 main:581] : INFO : Epoch 1964 | loss: 0.0312406 | val_loss: 0.0312399 | Time: 2150.28 ms [2022-02-04 09:40:42 main:581] : INFO : Epoch 1965 | loss: 0.03124 | val_loss: 0.0312395 | Time: 2142.92 ms [2022-02-04 09:40:44 main:581] : INFO : Epoch 1966 | loss: 0.031239 | val_loss: 0.0312389 | Time: 2156.65 ms [2022-02-04 09:40:46 main:581] : INFO : Epoch 1967 | loss: 0.0312386 | val_loss: 0.0312378 | Time: 2213.78 ms [2022-02-04 09:40:49 main:581] : INFO : Epoch 1968 | loss: 0.0312388 | val_loss: 0.0312373 | Time: 2235.36 ms [2022-02-04 09:40:51 main:581] : INFO : Epoch 1969 | loss: 0.031238 | val_loss: 0.0312401 | Time: 2231.94 ms [2022-02-04 09:40:53 main:581] : INFO : Epoch 1970 | loss: 0.0312384 | val_loss: 0.0312363 | Time: 2218.24 ms [2022-02-04 09:40:55 main:581] : INFO : Epoch 1971 | loss: 0.0312369 | val_loss: 0.0312366 | Time: 2190.37 ms [2022-02-04 09:40:58 main:581] : INFO : Epoch 1972 | loss: 0.0312357 | val_loss: 0.0312358 | Time: 2198.08 ms [2022-02-04 09:41:00 main:581] : INFO : Epoch 1973 | loss: 0.0312357 | val_loss: 0.0312353 | Time: 2208.31 ms [2022-02-04 09:41:02 main:581] : INFO : Epoch 1974 | loss: 0.0312347 | val_loss: 0.0312351 | Time: 2196.65 ms [2022-02-04 09:41:04 main:581] : INFO : Epoch 1975 | loss: 0.0312352 | val_loss: 0.0312349 | Time: 2203.59 ms [2022-02-04 09:41:06 main:581] : INFO : Epoch 1976 | loss: 0.031235 | val_loss: 0.0312345 | Time: 2205.61 ms [2022-02-04 09:41:09 main:581] : INFO : Epoch 1977 | loss: 0.031235 | val_loss: 0.0312418 | Time: 2184.77 ms [2022-02-04 09:41:11 main:581] : INFO : Epoch 1978 | loss: 0.0312339 | val_loss: 0.0312371 | Time: 2202.74 ms [2022-02-04 09:41:13 main:581] : INFO : Epoch 1979 | loss: 0.0312331 | val_loss: 0.0312349 | Time: 2206.02 ms [2022-02-04 09:41:15 main:581] : INFO : Epoch 1980 | loss: 0.0312321 | val_loss: 0.0312333 | Time: 2202.74 ms [2022-02-04 09:41:17 main:581] : INFO : Epoch 1981 | loss: 0.0312413 | val_loss: 0.0312346 | Time: 2197.51 ms [2022-02-04 09:41:20 main:581] : INFO : Epoch 1982 | loss: 0.0312423 | val_loss: 0.0312729 | Time: 2209.59 ms [2022-02-04 09:41:22 main:581] : INFO : Epoch 1983 | loss: 0.0312431 | val_loss: 0.0312583 | Time: 2204.97 ms [2022-02-04 09:41:24 main:581] : INFO : Epoch 1984 | loss: 0.0312423 | val_loss: 0.0312329 | Time: 2203.59 ms [2022-02-04 09:41:26 main:581] : INFO : Epoch 1985 | loss: 0.0312358 | val_loss: 0.0312342 | Time: 2188.62 ms [2022-02-04 09:41:28 main:581] : INFO : Epoch 1986 | loss: 0.0312379 | val_loss: 0.0312361 | Time: 2202.93 ms [2022-02-04 09:41:31 main:581] : INFO : Epoch 1987 | loss: 0.0312395 | val_loss: 0.0312351 | Time: 2205.24 ms [2022-02-04 09:41:33 main:581] : INFO : Epoch 1988 | loss: 0.0312364 | val_loss: 0.0312397 | Time: 2196.28 ms [2022-02-04 09:41:35 main:581] : INFO : Epoch 1989 | loss: 0.0312338 | val_loss: 0.0312349 | Time: 2205.74 ms [2022-02-04 09:41:37 main:581] : INFO : Epoch 1990 | loss: 0.0312331 | val_loss: 0.031232 | Time: 2201.61 ms [2022-02-04 09:41:39 main:581] : INFO : Epoch 1991 | loss: 0.0312308 | val_loss: 0.0312326 | Time: 2207.27 ms [2022-02-04 09:41:42 main:581] : INFO : Epoch 1992 | loss: 0.0312317 | val_loss: 0.0312424 | Time: 2201.52 ms [2022-02-04 09:41:44 main:581] : INFO : Epoch 1993 | loss: 0.0312353 | val_loss: 0.0312336 | Time: 2199.55 ms [2022-02-04 09:41:46 main:581] : INFO : Epoch 1994 | loss: 0.0312307 | val_loss: 0.0312321 | Time: 2209.65 ms [2022-02-04 09:41:48 main:581] : INFO : Epoch 1995 | loss: 0.0312342 | val_loss: 0.031232 | Time: 2205.61 ms [2022-02-04 09:41:50 main:581] : INFO : Epoch 1996 | loss: 0.0312311 | val_loss: 0.0312309 | Time: 2207.75 ms [2022-02-04 09:41:53 main:581] : INFO : Epoch 1997 | loss: 0.0312323 | val_loss: 0.0312319 | Time: 2204.82 ms [2022-02-04 09:41:55 main:581] : INFO : Epoch 1998 | loss: 0.0312312 | val_loss: 0.0312309 | Time: 2203.45 ms [2022-02-04 09:41:57 main:581] : INFO : Epoch 1999 | loss: 0.0312302 | val_loss: 0.0312326 | Time: 2205.3 ms [2022-02-04 09:41:59 main:581] : INFO : Epoch 2000 | loss: 0.0312302 | val_loss: 0.0312323 | Time: 2208.21 ms [2022-02-04 09:42:01 main:581] : INFO : Epoch 2001 | loss: 0.0312292 | val_loss: 0.0312305 | Time: 2199.07 ms [2022-02-04 09:42:04 main:581] : INFO : Epoch 2002 | loss: 0.0312316 | val_loss: 0.0312307 | Time: 2200.08 ms [2022-02-04 09:42:06 main:581] : INFO : Epoch 2003 | loss: 0.0312306 | val_loss: 0.0312373 | Time: 2206.35 ms [2022-02-04 09:42:08 main:581] : INFO : Epoch 2004 | loss: 0.0312392 | val_loss: 0.0312351 | Time: 2204.92 ms [2022-02-04 09:42:10 main:581] : INFO : Epoch 2005 | loss: 0.0312317 | val_loss: 0.0312351 | Time: 2194.79 ms [2022-02-04 09:42:12 main:581] : INFO : Epoch 2006 | loss: 0.0312291 | val_loss: 0.0312356 | Time: 2198.21 ms [2022-02-04 09:42:15 main:581] : INFO : Epoch 2007 | loss: 0.0312296 | val_loss: 0.0312347 | Time: 2205.68 ms [2022-02-04 09:42:17 main:581] : INFO : Epoch 2008 | loss: 0.0312363 | val_loss: 0.0312483 | Time: 2200.01 ms [2022-02-04 09:42:19 main:581] : INFO : Epoch 2009 | loss: 0.0312339 | val_loss: 0.0312349 | Time: 2197.45 ms [2022-02-04 09:42:21 main:581] : INFO : Epoch 2010 | loss: 0.0312295 | val_loss: 0.0312299 | Time: 2206.38 ms [2022-02-04 09:42:23 main:581] : INFO : Epoch 2011 | loss: 0.0312295 | val_loss: 0.0312372 | Time: 2195.02 ms [2022-02-04 09:42:26 main:581] : INFO : Epoch 2012 | loss: 0.0312326 | val_loss: 0.0312317 | Time: 2192.22 ms [2022-02-04 09:42:28 main:581] : INFO : Epoch 2013 | loss: 0.0312303 | val_loss: 0.0312301 | Time: 2202.65 ms [2022-02-04 09:42:30 main:581] : INFO : Epoch 2014 | loss: 0.0312303 | val_loss: 0.0312324 | Time: 2206.56 ms [2022-02-04 09:42:32 main:581] : INFO : Epoch 2015 | loss: 0.0312303 | val_loss: 0.0312308 | Time: 2207.39 ms [2022-02-04 09:42:34 main:581] : INFO : Epoch 2016 | loss: 0.0312305 | val_loss: 0.0312316 | Time: 2202.23 ms [2022-02-04 09:42:37 main:581] : INFO : Epoch 2017 | loss: 0.0312317 | val_loss: 0.0312314 | Time: 2202.98 ms [2022-02-04 09:42:39 main:581] : INFO : Epoch 2018 | loss: 0.0312313 | val_loss: 0.0312304 | Time: 2202.93 ms [2022-02-04 09:42:41 main:581] : INFO : Epoch 2019 | loss: 0.0312285 | val_loss: 0.031232 | Time: 2201.71 ms [2022-02-04 09:42:43 main:581] : INFO : Epoch 2020 | loss: 0.0312282 | val_loss: 0.0312294 | Time: 2181.67 ms [2022-02-04 09:42:45 main:581] : INFO : Epoch 2021 | loss: 0.0312277 | val_loss: 0.031229 | Time: 2209.85 ms [2022-02-04 09:42:48 main:581] : INFO : Epoch 2022 | loss: 0.0312379 | val_loss: 0.0312433 | Time: 2200.25 ms [2022-02-04 09:42:50 main:581] : INFO : Epoch 2023 | loss: 0.031232 | val_loss: 0.0312331 | Time: 2198.99 ms [2022-02-04 09:42:52 main:581] : INFO : Epoch 2024 | loss: 0.0312327 | val_loss: 0.031237 | Time: 2206.07 ms [2022-02-04 09:42:54 main:581] : INFO : Epoch 2025 | loss: 0.0312325 | val_loss: 0.0312337 | Time: 2203.37 ms [2022-02-04 09:42:56 main:581] : INFO : Epoch 2026 | loss: 0.0312318 | val_loss: 0.0312295 | Time: 2205.25 ms [2022-02-04 09:42:59 main:581] : INFO : Epoch 2027 | loss: 0.0312373 | val_loss: 0.0312295 | Time: 2193.85 ms [2022-02-04 09:43:01 main:581] : INFO : Epoch 2028 | loss: 0.03123 | val_loss: 0.0312292 | Time: 2213.21 ms [2022-02-04 09:43:03 main:581] : INFO : Epoch 2029 | loss: 0.0312331 | val_loss: 0.0312435 | Time: 2210.31 ms [2022-02-04 09:43:05 main:581] : INFO : Epoch 2030 | loss: 0.0312326 | val_loss: 0.0312299 | Time: 2204.09 ms [2022-02-04 09:43:08 main:581] : INFO : Epoch 2031 | loss: 0.0312289 | val_loss: 0.0312368 | Time: 2206.15 ms [2022-02-04 09:43:10 main:581] : INFO : Epoch 2032 | loss: 0.0312311 | val_loss: 0.0312303 | Time: 2200.64 ms [2022-02-04 09:43:12 main:581] : INFO : Epoch 2033 | loss: 0.0312274 | val_loss: 0.031229 | Time: 2202.6 ms [2022-02-04 09:43:14 main:581] : INFO : Epoch 2034 | loss: 0.03123 | val_loss: 0.0312297 | Time: 2211.89 ms [2022-02-04 09:43:16 main:581] : INFO : Epoch 2035 | loss: 0.0312283 | val_loss: 0.0312302 | Time: 2206.03 ms [2022-02-04 09:43:19 main:581] : INFO : Epoch 2036 | loss: 0.0312279 | val_loss: 0.0312283 | Time: 2204.24 ms [2022-02-04 09:43:21 main:581] : INFO : Epoch 2037 | loss: 0.0312293 | val_loss: 0.0312316 | Time: 2195.99 ms [2022-02-04 09:43:23 main:581] : INFO : Epoch 2038 | loss: 0.0312335 | val_loss: 0.0312313 | Time: 2202.51 ms [2022-02-04 09:43:25 main:581] : INFO : Epoch 2039 | loss: 0.0312283 | val_loss: 0.0312284 | Time: 2205.21 ms [2022-02-04 09:43:27 main:581] : INFO : Epoch 2040 | loss: 0.0312275 | val_loss: 0.0312283 | Time: 2198 ms [2022-02-04 09:43:30 main:581] : INFO : Epoch 2041 | loss: 0.0312279 | val_loss: 0.0312342 | Time: 2203.18 ms [2022-02-04 09:43:32 main:581] : INFO : Epoch 2042 | loss: 0.0312343 | val_loss: 0.0312282 | Time: 2207.68 ms [2022-02-04 09:43:34 main:581] : INFO : Epoch 2043 | loss: 0.0312335 | val_loss: 0.0312311 | Time: 2202.58 ms [2022-02-04 09:43:36 main:581] : INFO : Epoch 2044 | loss: 0.03123 | val_loss: 0.0312284 | Time: 2189.83 ms [2022-02-04 09:43:38 main:581] : INFO : Epoch 2045 | loss: 0.0312277 | val_loss: 0.0312324 | Time: 2200.99 ms [2022-02-04 09:43:41 main:581] : INFO : Epoch 2046 | loss: 0.0312287 | val_loss: 0.031228 | Time: 2204.46 ms [2022-02-04 09:43:43 main:581] : INFO : Epoch 2047 | loss: 0.0312298 | val_loss: 0.0312341 | Time: 2204.25 ms [2022-02-04 09:43:45 main:581] : INFO : Epoch 2048 | loss: 0.0312345 | val_loss: 0.0312491 | Time: 2208.74 ms [2022-02-04 09:43:45 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312491 [2022-02-04 09:43:45 main:610] : INFO : Saving end state to config to file [2022-02-04 09:43:45 main:615] : INFO : Success, exiting.. 09:43:45 (399940): 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)