Task 9130502
| Name | ParityModified-1636181851-21897-2-0_0 |
| Workunit | 6571683 |
| Created | 23 Nov 2021, 9:48:41 UTC |
| Sent | 28 Nov 2021, 11:05:53 UTC |
| Report deadline | 6 Dec 2021, 11:05:53 UTC |
| Received | 28 Nov 2021, 21:37:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 13 sec |
| CPU time | 1 hours 15 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311801 | val_loss: 0.0311885 | Time: 2211.98 ms [2021-11-28 22:17:56 main:574] : INFO : Epoch 1543 | loss: 0.0311845 | val_loss: 0.0311892 | Time: 2211.12 ms [2021-11-28 22:17:58 main:574] : INFO : Epoch 1544 | loss: 0.0311834 | val_loss: 0.0311838 | Time: 2218.93 ms [2021-11-28 22:18:00 main:574] : INFO : Epoch 1545 | loss: 0.0311817 | val_loss: 0.0311857 | Time: 2195.26 ms [2021-11-28 22:18:03 main:574] : INFO : Epoch 1546 | loss: 0.0311806 | val_loss: 0.0311853 | Time: 2224.67 ms [2021-11-28 22:18:05 main:574] : INFO : Epoch 1547 | loss: 0.0311805 | val_loss: 0.0311832 | Time: 2230.33 ms [2021-11-28 22:18:07 main:574] : INFO : Epoch 1548 | loss: 0.0311794 | val_loss: 0.0311833 | Time: 2224.53 ms [2021-11-28 22:18:09 main:574] : INFO : Epoch 1549 | loss: 0.0311795 | val_loss: 0.0311834 | Time: 2220.31 ms [2021-11-28 22:18:12 main:574] : INFO : Epoch 1550 | loss: 0.0311797 | val_loss: 0.0311847 | Time: 2225.78 ms [2021-11-28 22:18:14 main:574] : INFO : Epoch 1551 | loss: 0.0311795 | val_loss: 0.0311831 | Time: 2207.04 ms [2021-11-28 22:18:16 main:574] : INFO : Epoch 1552 | loss: 0.0311794 | val_loss: 0.0311822 | Time: 2238.75 ms [2021-11-28 22:18:18 main:574] : INFO : Epoch 1553 | loss: 0.0311799 | val_loss: 0.0311815 | Time: 2216.41 ms [2021-11-28 22:18:20 main:574] : INFO : Epoch 1554 | loss: 0.031179 | val_loss: 0.0311851 | Time: 2232.28 ms [2021-11-28 22:18:23 main:574] : INFO : Epoch 1555 | loss: 0.031181 | val_loss: 0.0311869 | Time: 2188.18 ms [2021-11-28 22:18:25 main:574] : INFO : Epoch 1556 | loss: 0.0311808 | val_loss: 0.0311825 | Time: 2230.49 ms [2021-11-28 22:18:27 main:574] : INFO : Epoch 1557 | loss: 0.0311793 | val_loss: 0.0311827 | Time: 2204.9 ms [2021-11-28 22:18:29 main:574] : INFO : Epoch 1558 | loss: 0.0311797 | val_loss: 0.0311834 | Time: 2242.17 ms [2021-11-28 22:18:32 main:574] : INFO : Epoch 1559 | loss: 0.0311806 | val_loss: 0.0311876 | Time: 2220.24 ms [2021-11-28 22:18:34 main:574] : INFO : Epoch 1560 | loss: 0.0311825 | val_loss: 0.031188 | Time: 2196.64 ms [2021-11-28 22:18:36 main:574] : INFO : Epoch 1561 | loss: 0.031183 | val_loss: 0.0311828 | Time: 2228.85 ms [2021-11-28 22:18:38 main:574] : INFO : Epoch 1562 | loss: 0.0311816 | val_loss: 0.0311824 | Time: 2192.29 ms [2021-11-28 22:18:40 main:574] : INFO : Epoch 1563 | loss: 0.0311847 | val_loss: 0.0311887 | Time: 2186.19 ms [2021-11-28 22:18:43 main:574] : INFO : Epoch 1564 | loss: 0.0311841 | val_loss: 0.0311816 | Time: 2221.19 ms [2021-11-28 22:18:45 main:574] : INFO : Epoch 1565 | loss: 0.0311815 | val_loss: 0.0311806 | Time: 2210.17 ms [2021-11-28 22:18:47 main:574] : INFO : Epoch 1566 | loss: 0.0311804 | val_loss: 0.0311804 | Time: 2232.56 ms [2021-11-28 22:18:49 main:574] : INFO : Epoch 1567 | loss: 0.0311801 | val_loss: 0.0311803 | Time: 2233.95 ms [2021-11-28 22:18:52 main:574] : INFO : Epoch 1568 | loss: 0.031181 | val_loss: 0.0311812 | Time: 2248.55 ms [2021-11-28 22:18:54 main:574] : INFO : Epoch 1569 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 2232.48 ms [2021-11-28 22:18:56 main:574] : INFO : Epoch 1570 | loss: 0.03118 | val_loss: 0.0311803 | Time: 2238.48 ms [2021-11-28 22:18:58 main:574] : INFO : Epoch 1571 | loss: 0.031181 | val_loss: 0.0311802 | Time: 2195.34 ms [2021-11-28 22:19:00 main:574] : INFO : Epoch 1572 | loss: 0.0311805 | val_loss: 0.0311798 | Time: 2211.9 ms [2021-11-28 22:19:03 main:574] : INFO : Epoch 1573 | loss: 0.0311804 | val_loss: 0.0311834 | Time: 2225.4 ms [2021-11-28 22:19:05 main:574] : INFO : Epoch 1574 | loss: 0.0311792 | val_loss: 0.0311806 | Time: 2228.24 ms [2021-11-28 22:19:07 main:574] : INFO : Epoch 1575 | loss: 0.0311797 | val_loss: 0.0311845 | Time: 2222.24 ms [2021-11-28 22:19:09 main:574] : INFO : Epoch 1576 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 2227.49 ms [2021-11-28 22:19:12 main:574] : INFO : Epoch 1577 | loss: 0.0311797 | val_loss: 0.0311807 | Time: 2242.41 ms [2021-11-28 22:19:14 main:574] : INFO : Epoch 1578 | loss: 0.031178 | val_loss: 0.0311842 | Time: 2202.3 ms [2021-11-28 22:19:16 main:574] : INFO : Epoch 1579 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 2213.14 ms [2021-11-28 22:19:18 main:574] : INFO : Epoch 1580 | loss: 0.0311779 | val_loss: 0.0311824 | Time: 2195.76 ms [2021-11-28 22:19:20 main:574] : INFO : Epoch 1581 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 2227.13 ms [2021-11-28 22:19:23 main:574] : INFO : Epoch 1582 | loss: 0.0311779 | val_loss: 0.031181 | Time: 2192.6 ms [2021-11-28 22:19:25 main:574] : INFO : Epoch 1583 | loss: 0.0311781 | val_loss: 0.0311825 | Time: 2221.27 ms [2021-11-28 22:19:27 main:574] : INFO : Epoch 1584 | loss: 0.0311784 | val_loss: 0.0311825 | Time: 2195.01 ms [2021-11-28 22:19:29 main:574] : INFO : Epoch 1585 | loss: 0.0311803 | val_loss: 0.0311837 | Time: 2208.37 ms [2021-11-28 22:19:31 main:574] : INFO : Epoch 1586 | loss: 0.0311809 | val_loss: 0.0311818 | Time: 2210.42 ms [2021-11-28 22:19:34 main:574] : INFO : Epoch 1587 | loss: 0.0311807 | val_loss: 0.0311815 | Time: 2204.24 ms [2021-11-28 22:19:36 main:574] : INFO : Epoch 1588 | loss: 0.0311808 | val_loss: 0.0311813 | Time: 2179.44 ms [2021-11-28 22:19:38 main:574] : INFO : Epoch 1589 | loss: 0.0311829 | val_loss: 0.0311819 | Time: 2238.58 ms [2021-11-28 22:19:40 main:574] : INFO : Epoch 1590 | loss: 0.0311788 | val_loss: 0.0311804 | Time: 2210.6 ms [2021-11-28 22:19:43 main:574] : INFO : Epoch 1591 | loss: 0.0311785 | val_loss: 0.031181 | Time: 2218.57 ms [2021-11-28 22:19:45 main:574] : INFO : Epoch 1592 | loss: 0.0311778 | val_loss: 0.0311816 | Time: 2217.85 ms [2021-11-28 22:19:47 main:574] : INFO : Epoch 1593 | loss: 0.0311785 | val_loss: 0.0311804 | Time: 2198.44 ms [2021-11-28 22:19:49 main:574] : INFO : Epoch 1594 | loss: 0.0311789 | val_loss: 0.0311809 | Time: 2190.34 ms [2021-11-28 22:19:51 main:574] : INFO : Epoch 1595 | loss: 0.0311772 | val_loss: 0.0311809 | Time: 2237.83 ms [2021-11-28 22:19:54 main:574] : INFO : Epoch 1596 | loss: 0.0311779 | val_loss: 0.0311809 | Time: 2220.7 ms [2021-11-28 22:19:56 main:574] : INFO : Epoch 1597 | loss: 0.0311764 | val_loss: 0.0311848 | Time: 2247.58 ms [2021-11-28 22:19:58 main:574] : INFO : Epoch 1598 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 2199.62 ms [2021-11-28 22:20:00 main:574] : INFO : Epoch 1599 | loss: 0.0311784 | val_loss: 0.031181 | Time: 2192.33 ms [2021-11-28 22:20:03 main:574] : INFO : Epoch 1600 | loss: 0.0311778 | val_loss: 0.0311809 | Time: 2232.56 ms [2021-11-28 22:20:05 main:574] : INFO : Epoch 1601 | loss: 0.0311787 | val_loss: 0.0311823 | Time: 2222.2 ms [2021-11-28 22:20:07 main:574] : INFO : Epoch 1602 | loss: 0.0311781 | val_loss: 0.031182 | Time: 2220.59 ms [2021-11-28 22:20:09 main:574] : INFO : Epoch 1603 | loss: 0.0311785 | val_loss: 0.0311871 | Time: 2229.82 ms [2021-11-28 22:20:11 main:574] : INFO : Epoch 1604 | loss: 0.0311782 | val_loss: 0.0311841 | Time: 2222.91 ms [2021-11-28 22:20:14 main:574] : INFO : Epoch 1605 | loss: 0.0311788 | val_loss: 0.0311851 | Time: 2214.01 ms [2021-11-28 22:20:16 main:574] : INFO : Epoch 1606 | loss: 0.0311777 | val_loss: 0.0311863 | Time: 2229.19 ms [2021-11-28 22:20:18 main:574] : INFO : Epoch 1607 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 2221.94 ms [2021-11-28 22:20:20 main:574] : INFO : Epoch 1608 | loss: 0.0311764 | val_loss: 0.0311842 | Time: 2213.59 ms [2021-11-28 22:20:23 main:574] : INFO : Epoch 1609 | loss: 0.0311762 | val_loss: 0.0311863 | Time: 2212.22 ms [2021-11-28 22:20:25 main:574] : INFO : Epoch 1610 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 2232.92 ms [2021-11-28 22:20:27 main:574] : INFO : Epoch 1611 | loss: 0.0311758 | val_loss: 0.0311827 | Time: 2207.56 ms [2021-11-28 22:20:29 main:574] : INFO : Epoch 1612 | loss: 0.0311759 | val_loss: 0.0311813 | Time: 2223.64 ms [2021-11-28 22:20:31 main:574] : INFO : Epoch 1613 | loss: 0.0311756 | val_loss: 0.0311811 | Time: 2197.99 ms [2021-11-28 22:20:34 main:574] : INFO : Epoch 1614 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 2189.25 ms [2021-11-28 22:20:36 main:574] : INFO : Epoch 1615 | loss: 0.0311754 | val_loss: 0.0311824 | Time: 2210.35 ms [2021-11-28 22:20:38 main:574] : INFO : Epoch 1616 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 2213.63 ms [2021-11-28 22:20:40 main:574] : INFO : Epoch 1617 | loss: 0.0311782 | val_loss: 0.0311841 | Time: 2228.51 ms [2021-11-28 22:20:42 main:574] : INFO : Epoch 1618 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 2202.92 ms [2021-11-28 22:20:45 main:574] : INFO : Epoch 1619 | loss: 0.031177 | val_loss: 0.0311839 | Time: 2232.29 ms [2021-11-28 22:20:47 main:574] : INFO : Epoch 1620 | loss: 0.0311774 | val_loss: 0.031184 | Time: 2198.39 ms [2021-11-28 22:20:49 main:574] : INFO : Epoch 1621 | loss: 0.0311765 | val_loss: 0.0311816 | Time: 2192.53 ms [2021-11-28 22:20:51 main:574] : INFO : Epoch 1622 | loss: 0.031179 | val_loss: 0.0311847 | Time: 2225.68 ms [2021-11-28 22:20:54 main:574] : INFO : Epoch 1623 | loss: 0.0311792 | val_loss: 0.0311873 | Time: 2222.16 ms [2021-11-28 22:20:56 main:574] : INFO : Epoch 1624 | loss: 0.0311811 | val_loss: 0.0311868 | Time: 2239.6 ms [2021-11-28 22:20:58 main:574] : INFO : Epoch 1625 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 2210.66 ms [2021-11-28 22:21:00 main:574] : INFO : Epoch 1626 | loss: 0.0311793 | val_loss: 0.0311839 | Time: 2224.19 ms [2021-11-28 22:21:02 main:574] : INFO : Epoch 1627 | loss: 0.0311809 | val_loss: 0.031182 | Time: 2223.38 ms [2021-11-28 22:21:05 main:574] : INFO : Epoch 1628 | loss: 0.031177 | val_loss: 0.0311807 | Time: 2212.4 ms [2021-11-28 22:21:07 main:574] : INFO : Epoch 1629 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 2238.89 ms [2021-11-28 22:21:09 main:574] : INFO : Epoch 1630 | loss: 0.031177 | val_loss: 0.0311806 | Time: 2197.3 ms [2021-11-28 22:21:11 main:574] : INFO : Epoch 1631 | loss: 0.0311762 | val_loss: 0.031182 | Time: 2214.23 ms [2021-11-28 22:21:14 main:574] : INFO : Epoch 1632 | loss: 0.0311763 | val_loss: 0.0311802 | Time: 2219.92 ms [2021-11-28 22:21:16 main:574] : INFO : Epoch 1633 | loss: 0.0311767 | val_loss: 0.0311796 | Time: 2219.99 ms [2021-11-28 22:21:18 main:574] : INFO : Epoch 1634 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 2240.71 ms [2021-11-28 22:21:20 main:574] : INFO : Epoch 1635 | loss: 0.0311765 | val_loss: 0.0311813 | Time: 2188.67 ms [2021-11-28 22:21:22 main:574] : INFO : Epoch 1636 | loss: 0.0311768 | val_loss: 0.0311821 | Time: 2237.92 ms [2021-11-28 22:21:25 main:574] : INFO : Epoch 1637 | loss: 0.0311766 | val_loss: 0.0311797 | Time: 2195.26 ms [2021-11-28 22:21:27 main:574] : INFO : Epoch 1638 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 2236.04 ms [2021-11-28 22:21:29 main:574] : INFO : Epoch 1639 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 2232.13 ms [2021-11-28 22:21:31 main:574] : INFO : Epoch 1640 | loss: 0.0311751 | val_loss: 0.0311826 | Time: 2247.51 ms [2021-11-28 22:21:34 main:574] : INFO : Epoch 1641 | loss: 0.0311757 | val_loss: 0.0311794 | Time: 2244.78 ms [2021-11-28 22:21:36 main:574] : INFO : Epoch 1642 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 2217.85 ms [2021-11-28 22:21:38 main:574] : INFO : Epoch 1643 | loss: 0.031176 | val_loss: 0.0311805 | Time: 2211.88 ms [2021-11-28 22:21:40 main:574] : INFO : Epoch 1644 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 2225.03 ms [2021-11-28 22:21:43 main:574] : INFO : Epoch 1645 | loss: 0.0311766 | val_loss: 0.0311811 | Time: 2211.94 ms [2021-11-28 22:21:45 main:574] : INFO : Epoch 1646 | loss: 0.0311766 | val_loss: 0.0311841 | Time: 2614.13 ms [2021-11-28 22:21:47 main:574] : INFO : Epoch 1647 | loss: 0.0311785 | val_loss: 0.0311825 | Time: 2318.83 ms [2021-11-28 22:21:50 main:574] : INFO : Epoch 1648 | loss: 0.0311758 | val_loss: 0.0311821 | Time: 2229.95 ms [2021-11-28 22:21:52 main:574] : INFO : Epoch 1649 | loss: 0.0311756 | val_loss: 0.0311825 | Time: 2245.25 ms [2021-11-28 22:21:54 main:574] : INFO : Epoch 1650 | loss: 0.031176 | val_loss: 0.0311835 | Time: 2247.49 ms [2021-11-28 22:21:56 main:574] : INFO : Epoch 1651 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 2241.68 ms [2021-11-28 22:21:59 main:574] : INFO : Epoch 1652 | loss: 0.0311777 | val_loss: 0.0311826 | Time: 2218.47 ms [2021-11-28 22:22:01 main:574] : INFO : Epoch 1653 | loss: 0.0311815 | val_loss: 0.0311815 | Time: 2219.49 ms [2021-11-28 22:22:03 main:574] : INFO : Epoch 1654 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 2208.92 ms [2021-11-28 22:22:05 main:574] : INFO : Epoch 1655 | loss: 0.031178 | val_loss: 0.0311831 | Time: 2249.56 ms [2021-11-28 22:22:08 main:574] : INFO : Epoch 1656 | loss: 0.0311772 | val_loss: 0.0311807 | Time: 2233.46 ms [2021-11-28 22:22:10 main:574] : INFO : Epoch 1657 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 2207.73 ms [2021-11-28 22:22:12 main:574] : INFO : Epoch 1658 | loss: 0.0311774 | val_loss: 0.031184 | Time: 2251.22 ms [2021-11-28 22:22:14 main:574] : INFO : Epoch 1659 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 2204.55 ms [2021-11-28 22:22:16 main:574] : INFO : Epoch 1660 | loss: 0.031176 | val_loss: 0.0311806 | Time: 2180.55 ms [2021-11-28 22:22:19 main:574] : INFO : Epoch 1661 | loss: 0.0311754 | val_loss: 0.0311811 | Time: 2218.41 ms [2021-11-28 22:22:21 main:574] : INFO : Epoch 1662 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 2231.5 ms [2021-11-28 22:22:23 main:574] : INFO : Epoch 1663 | loss: 0.031177 | val_loss: 0.0311826 | Time: 2240.43 ms [2021-11-28 22:22:25 main:574] : INFO : Epoch 1664 | loss: 0.0311763 | val_loss: 0.0311819 | Time: 2248.87 ms [2021-11-28 22:22:28 main:574] : INFO : Epoch 1665 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 2245.24 ms [2021-11-28 22:22:30 main:574] : INFO : Epoch 1666 | loss: 0.0311758 | val_loss: 0.031182 | Time: 2249.43 ms [2021-11-28 22:22:32 main:574] : INFO : Epoch 1667 | loss: 0.0311756 | val_loss: 0.0311809 | Time: 2201.41 ms [2021-11-28 22:22:34 main:574] : INFO : Epoch 1668 | loss: 0.0311753 | val_loss: 0.0311821 | Time: 2238.41 ms [2021-11-28 22:22:37 main:574] : INFO : Epoch 1669 | loss: 0.0311749 | val_loss: 0.0311827 | Time: 2262.6 ms [2021-11-28 22:22:39 main:574] : INFO : Epoch 1670 | loss: 0.0311744 | val_loss: 0.0311804 | Time: 2234.37 ms [2021-11-28 22:22:41 main:574] : INFO : Epoch 1671 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 2261.43 ms [2021-11-28 22:22:43 main:574] : INFO : Epoch 1672 | loss: 0.031177 | val_loss: 0.0311811 | Time: 2217.79 ms [2021-11-28 22:22:46 main:574] : INFO : Epoch 1673 | loss: 0.0311762 | val_loss: 0.031182 | Time: 2240.12 ms [2021-11-28 22:22:48 main:574] : INFO : Epoch 1674 | loss: 0.0311766 | val_loss: 0.0311837 | Time: 2198.39 ms [2021-11-28 22:22:50 main:574] : INFO : Epoch 1675 | loss: 0.0311771 | val_loss: 0.0311807 | Time: 2243.47 ms [2021-11-28 22:22:52 main:574] : INFO : Epoch 1676 | loss: 0.0311749 | val_loss: 0.0311815 | Time: 2240.43 ms [2021-11-28 22:22:55 main:574] : INFO : Epoch 1677 | loss: 0.0311751 | val_loss: 0.0311816 | Time: 2281.66 ms [2021-11-28 22:22:57 main:574] : INFO : Epoch 1678 | loss: 0.0311753 | val_loss: 0.0311832 | Time: 2257.69 ms [2021-11-28 22:22:59 main:574] : INFO : Epoch 1679 | loss: 0.0311754 | val_loss: 0.0311824 | Time: 2332.49 ms [2021-11-28 22:23:02 main:574] : INFO : Epoch 1680 | loss: 0.0311754 | val_loss: 0.0311821 | Time: 2367.31 ms [2021-11-28 22:23:04 main:574] : INFO : Epoch 1681 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 2255.58 ms [2021-11-28 22:23:06 main:574] : INFO : Epoch 1682 | loss: 0.0311752 | val_loss: 0.0311821 | Time: 2303.22 ms [2021-11-28 22:23:08 main:574] : INFO : Epoch 1683 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 2248.29 ms [2021-11-28 22:23:11 main:574] : INFO : Epoch 1684 | loss: 0.0311791 | val_loss: 0.0311855 | Time: 2421.78 ms [2021-11-28 22:23:13 main:574] : INFO : Epoch 1685 | loss: 0.0311768 | val_loss: 0.031183 | Time: 2259.07 ms [2021-11-28 22:23:15 main:574] : INFO : Epoch 1686 | loss: 0.0311762 | val_loss: 0.0311872 | Time: 2255.1 ms [2021-11-28 22:23:18 main:574] : INFO : Epoch 1687 | loss: 0.0311784 | val_loss: 0.0311827 | Time: 2365.09 ms [2021-11-28 22:23:20 main:574] : INFO : Epoch 1688 | loss: 0.031175 | val_loss: 0.0311824 | Time: 2339.28 ms [2021-11-28 22:23:22 main:574] : INFO : Epoch 1689 | loss: 0.0311748 | val_loss: 0.0311826 | Time: 2344.42 ms [2021-11-28 22:23:25 main:574] : INFO : Epoch 1690 | loss: 0.0311753 | val_loss: 0.0311834 | Time: 2338.79 ms [2021-11-28 22:23:27 main:574] : INFO : Epoch 1691 | loss: 0.0311743 | val_loss: 0.0311825 | Time: 2211.94 ms [2021-11-28 22:23:29 main:574] : INFO : Epoch 1692 | loss: 0.0311749 | val_loss: 0.0311868 | Time: 2256.41 ms [2021-11-28 22:23:31 main:574] : INFO : Epoch 1693 | loss: 0.0311765 | val_loss: 0.0311863 | Time: 2301.22 ms [2021-11-28 22:23:34 main:574] : INFO : Epoch 1694 | loss: 0.0311745 | val_loss: 0.0311824 | Time: 2227.75 ms [2021-11-28 22:23:36 main:574] : INFO : Epoch 1695 | loss: 0.0311752 | val_loss: 0.0311843 | Time: 2223.02 ms [2021-11-28 22:23:38 main:574] : INFO : Epoch 1696 | loss: 0.0311778 | val_loss: 0.0311867 | Time: 2243.43 ms [2021-11-28 22:23:40 main:574] : INFO : Epoch 1697 | loss: 0.0311839 | val_loss: 0.0311888 | Time: 2243.2 ms [2021-11-28 22:23:43 main:574] : INFO : Epoch 1698 | loss: 0.0311848 | val_loss: 0.0311842 | Time: 2351.36 ms [2021-11-28 22:23:45 main:574] : INFO : Epoch 1699 | loss: 0.03118 | val_loss: 0.0311856 | Time: 2325.23 ms [2021-11-28 22:23:47 main:574] : INFO : Epoch 1700 | loss: 0.031181 | val_loss: 0.0311833 | Time: 2297.81 ms [2021-11-28 22:23:50 main:574] : INFO : Epoch 1701 | loss: 0.0311797 | val_loss: 0.0311824 | Time: 2289.9 ms [2021-11-28 22:23:52 main:574] : INFO : Epoch 1702 | loss: 0.0311851 | val_loss: 0.0312012 | Time: 2251.81 ms [2021-11-28 22:23:54 main:574] : INFO : Epoch 1703 | loss: 0.031182 | val_loss: 0.0311838 | Time: 2325.86 ms [2021-11-28 22:23:57 main:574] : INFO : Epoch 1704 | loss: 0.0311778 | val_loss: 0.0311819 | Time: 2261.89 ms [2021-11-28 22:23:59 main:574] : INFO : Epoch 1705 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 2324.66 ms [2021-11-28 22:24:01 main:574] : INFO : Epoch 1706 | loss: 0.0311771 | val_loss: 0.0311829 | Time: 2261.76 ms [2021-11-28 22:24:03 main:574] : INFO : Epoch 1707 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 2318.19 ms [2021-11-28 22:24:06 main:574] : INFO : Epoch 1708 | loss: 0.0311778 | val_loss: 0.0311817 | Time: 2350.08 ms [2021-11-28 22:24:08 main:574] : INFO : Epoch 1709 | loss: 0.0311791 | val_loss: 0.0311866 | Time: 2279.53 ms [2021-11-28 22:24:10 main:574] : INFO : Epoch 1710 | loss: 0.0311778 | val_loss: 0.0311827 | Time: 2272.17 ms [2021-11-28 22:24:13 main:574] : INFO : Epoch 1711 | loss: 0.0311769 | val_loss: 0.0311822 | Time: 2267.63 ms [2021-11-28 22:24:15 main:574] : INFO : Epoch 1712 | loss: 0.0311781 | val_loss: 0.0311856 | Time: 2275.94 ms [2021-11-28 22:24:17 main:574] : INFO : Epoch 1713 | loss: 0.0311794 | val_loss: 0.0311827 | Time: 2242.38 ms [2021-11-28 22:24:19 main:574] : INFO : Epoch 1714 | loss: 0.0311783 | val_loss: 0.0311846 | Time: 2247.9 ms [2021-11-28 22:24:22 main:574] : INFO : Epoch 1715 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 2244.14 ms [2021-11-28 22:24:24 main:574] : INFO : Epoch 1716 | loss: 0.0311768 | val_loss: 0.0311822 | Time: 2259.25 ms [2021-11-28 22:24:26 main:574] : INFO : Epoch 1717 | loss: 0.0311766 | val_loss: 0.0311822 | Time: 2213.36 ms [2021-11-28 22:24:28 main:574] : INFO : Epoch 1718 | loss: 0.0311762 | val_loss: 0.0311836 | Time: 2253.64 ms [2021-11-28 22:24:31 main:574] : INFO : Epoch 1719 | loss: 0.0311767 | val_loss: 0.0311833 | Time: 2206.67 ms [2021-11-28 22:24:33 main:574] : INFO : Epoch 1720 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 2232.47 ms [2021-11-28 22:24:35 main:574] : INFO : Epoch 1721 | loss: 0.0311767 | val_loss: 0.0311834 | Time: 2207.26 ms [2021-11-28 22:24:37 main:574] : INFO : Epoch 1722 | loss: 0.031176 | val_loss: 0.0311823 | Time: 2231.72 ms [2021-11-28 22:24:40 main:574] : INFO : Epoch 1723 | loss: 0.0311756 | val_loss: 0.0311833 | Time: 2277.4 ms [2021-11-28 22:24:42 main:574] : INFO : Epoch 1724 | loss: 0.031175 | val_loss: 0.0311829 | Time: 2227.28 ms [2021-11-28 22:24:44 main:574] : INFO : Epoch 1725 | loss: 0.0311767 | val_loss: 0.0311847 | Time: 2227.43 ms [2021-11-28 22:24:46 main:574] : INFO : Epoch 1726 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 2292.23 ms [2021-11-28 22:24:49 main:574] : INFO : Epoch 1727 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 2319.79 ms [2021-11-28 22:24:51 main:574] : INFO : Epoch 1728 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 2265.28 ms [2021-11-28 22:24:53 main:574] : INFO : Epoch 1729 | loss: 0.0311783 | val_loss: 0.0311827 | Time: 2248.53 ms [2021-11-28 22:24:55 main:574] : INFO : Epoch 1730 | loss: 0.0311754 | val_loss: 0.0311827 | Time: 2197.12 ms [2021-11-28 22:24:58 main:574] : INFO : Epoch 1731 | loss: 0.0311749 | val_loss: 0.0311824 | Time: 2219.67 ms [2021-11-28 22:25:00 main:574] : INFO : Epoch 1732 | loss: 0.0311741 | val_loss: 0.0311822 | Time: 2253.34 ms [2021-11-28 22:25:02 main:574] : INFO : Epoch 1733 | loss: 0.0311744 | val_loss: 0.0311831 | Time: 2275.54 ms [2021-11-28 22:25:04 main:574] : INFO : Epoch 1734 | loss: 0.0311744 | val_loss: 0.0311831 | Time: 2241.51 ms [2021-11-28 22:25:07 main:574] : INFO : Epoch 1735 | loss: 0.0311745 | val_loss: 0.0311818 | Time: 2220.81 ms [2021-11-28 22:25:09 main:574] : INFO : Epoch 1736 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 2234.9 ms [2021-11-28 22:25:11 main:574] : INFO : Epoch 1737 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 2271.86 ms [2021-11-28 22:25:13 main:574] : INFO : Epoch 1738 | loss: 0.0311782 | val_loss: 0.0311834 | Time: 2279.65 ms [2021-11-28 22:25:16 main:574] : INFO : Epoch 1739 | loss: 0.031175 | val_loss: 0.0311821 | Time: 2260.31 ms [2021-11-28 22:25:18 main:574] : INFO : Epoch 1740 | loss: 0.0311732 | val_loss: 0.0311823 | Time: 2246.65 ms [2021-11-28 22:25:20 main:574] : INFO : Epoch 1741 | loss: 0.0311732 | val_loss: 0.0311824 | Time: 2297.95 ms [2021-11-28 22:25:23 main:574] : INFO : Epoch 1742 | loss: 0.0311741 | val_loss: 0.031182 | Time: 2318.6 ms [2021-11-28 22:25:25 main:574] : INFO : Epoch 1743 | loss: 0.0311736 | val_loss: 0.0311852 | Time: 2230.44 ms [2021-11-28 22:25:27 main:574] : INFO : Epoch 1744 | loss: 0.0311746 | val_loss: 0.0311859 | Time: 2220.73 ms [2021-11-28 22:25:29 main:574] : INFO : Epoch 1745 | loss: 0.0311771 | val_loss: 0.0311851 | Time: 2251.93 ms [2021-11-28 22:25:32 main:574] : INFO : Epoch 1746 | loss: 0.0311762 | val_loss: 0.031185 | Time: 2239.03 ms [2021-11-28 22:25:34 main:574] : INFO : Epoch 1747 | loss: 0.0311752 | val_loss: 0.0311822 | Time: 2216.55 ms [2021-11-28 22:25:36 main:574] : INFO : Epoch 1748 | loss: 0.0311747 | val_loss: 0.0311836 | Time: 2254.37 ms [2021-11-28 22:25:38 main:574] : INFO : Epoch 1749 | loss: 0.0311736 | val_loss: 0.0311835 | Time: 2240.67 ms [2021-11-28 22:25:40 main:574] : INFO : Epoch 1750 | loss: 0.0311742 | val_loss: 0.0311862 | Time: 2240.88 ms [2021-11-28 22:25:43 main:574] : INFO : Epoch 1751 | loss: 0.0311745 | val_loss: 0.0311837 | Time: 2219.43 ms [2021-11-28 22:25:45 main:574] : INFO : Epoch 1752 | loss: 0.0311744 | val_loss: 0.0311844 | Time: 2212.93 ms [2021-11-28 22:25:47 main:574] : INFO : Epoch 1753 | loss: 0.0311756 | val_loss: 0.0311827 | Time: 2270.84 ms [2021-11-28 22:25:49 main:574] : INFO : Epoch 1754 | loss: 0.0311746 | val_loss: 0.0311834 | Time: 2256.95 ms [2021-11-28 22:25:52 main:574] : INFO : Epoch 1755 | loss: 0.0311736 | val_loss: 0.031182 | Time: 2218.97 ms [2021-11-28 22:25:54 main:574] : INFO : Epoch 1756 | loss: 0.0311777 | val_loss: 0.0311846 | Time: 2239.11 ms [2021-11-28 22:25:56 main:574] : INFO : Epoch 1757 | loss: 0.0311794 | val_loss: 0.0311844 | Time: 2237.68 ms [2021-11-28 22:25:58 main:574] : INFO : Epoch 1758 | loss: 0.0311785 | val_loss: 0.0311825 | Time: 2215.05 ms [2021-11-28 22:26:01 main:574] : INFO : Epoch 1759 | loss: 0.0311794 | val_loss: 0.0311838 | Time: 2238.85 ms [2021-11-28 22:26:03 main:574] : INFO : Epoch 1760 | loss: 0.0311805 | val_loss: 0.0311898 | Time: 2234.58 ms [2021-11-28 22:26:05 main:574] : INFO : Epoch 1761 | loss: 0.0311796 | val_loss: 0.031185 | Time: 2220.94 ms [2021-11-28 22:26:07 main:574] : INFO : Epoch 1762 | loss: 0.0311784 | val_loss: 0.0311827 | Time: 2218.32 ms [2021-11-28 22:26:10 main:574] : INFO : Epoch 1763 | loss: 0.0311767 | val_loss: 0.0311829 | Time: 2217.2 ms [2021-11-28 22:26:12 main:574] : INFO : Epoch 1764 | loss: 0.0311763 | val_loss: 0.0311848 | Time: 2229.55 ms [2021-11-28 22:26:14 main:574] : INFO : Epoch 1765 | loss: 0.0311798 | val_loss: 0.0311839 | Time: 2226.73 ms [2021-11-28 22:26:16 main:574] : INFO : Epoch 1766 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 2212.7 ms [2021-11-28 22:26:18 main:574] : INFO : Epoch 1767 | loss: 0.0311762 | val_loss: 0.0311838 | Time: 2222.61 ms [2021-11-28 22:26:21 main:574] : INFO : Epoch 1768 | loss: 0.0311757 | val_loss: 0.0311833 | Time: 2226.12 ms [2021-11-28 22:26:23 main:574] : INFO : Epoch 1769 | loss: 0.0311752 | val_loss: 0.0311824 | Time: 2243.78 ms [2021-11-28 22:26:25 main:574] : INFO : Epoch 1770 | loss: 0.031175 | val_loss: 0.0311831 | Time: 2242.91 ms [2021-11-28 22:26:27 main:574] : INFO : Epoch 1771 | loss: 0.0311757 | val_loss: 0.0311838 | Time: 2221.45 ms [2021-11-28 22:26:30 main:574] : INFO : Epoch 1772 | loss: 0.0311762 | val_loss: 0.0311846 | Time: 2270.69 ms [2021-11-28 22:26:32 main:574] : INFO : Epoch 1773 | loss: 0.0311757 | val_loss: 0.0311837 | Time: 2219.58 ms [2021-11-28 22:26:34 main:574] : INFO : Epoch 1774 | loss: 0.0311745 | val_loss: 0.0311829 | Time: 2252.69 ms [2021-11-28 22:26:36 main:574] : INFO : Epoch 1775 | loss: 0.0311742 | val_loss: 0.0311814 | Time: 2254.53 ms [2021-11-28 22:26:39 main:574] : INFO : Epoch 1776 | loss: 0.0311747 | val_loss: 0.0311816 | Time: 2258.57 ms [2021-11-28 22:26:41 main:574] : INFO : Epoch 1777 | loss: 0.031175 | val_loss: 0.0311835 | Time: 2250.7 ms [2021-11-28 22:26:43 main:574] : INFO : Epoch 1778 | loss: 0.0311752 | val_loss: 0.0311848 | Time: 2215.17 ms [2021-11-28 22:26:45 main:574] : INFO : Epoch 1779 | loss: 0.0311745 | val_loss: 0.0311822 | Time: 2267.57 ms [2021-11-28 22:26:48 main:574] : INFO : Epoch 1780 | loss: 0.0311741 | val_loss: 0.0311833 | Time: 2226.69 ms [2021-11-28 22:26:50 main:574] : INFO : Epoch 1781 | loss: 0.0311742 | val_loss: 0.0311828 | Time: 2240.98 ms [2021-11-28 22:26:52 main:574] : INFO : Epoch 1782 | loss: 0.0311745 | val_loss: 0.0311852 | Time: 2228.02 ms [2021-11-28 22:26:54 main:574] : INFO : Epoch 1783 | loss: 0.0311739 | val_loss: 0.031182 | Time: 2238.67 ms [2021-11-28 22:26:57 main:574] : INFO : Epoch 1784 | loss: 0.0311738 | val_loss: 0.0311824 | Time: 2226.62 ms [2021-11-28 22:26:59 main:574] : INFO : Epoch 1785 | loss: 0.0311757 | val_loss: 0.0311877 | Time: 2194.23 ms [2021-11-28 22:27:01 main:574] : INFO : Epoch 1786 | loss: 0.0311773 | val_loss: 0.0311884 | Time: 2212.07 ms [2021-11-28 22:27:03 main:574] : INFO : Epoch 1787 | loss: 0.0311734 | val_loss: 0.0311821 | Time: 2235.67 ms [2021-11-28 22:27:05 main:574] : INFO : Epoch 1788 | loss: 0.0311735 | val_loss: 0.031184 | Time: 2217.3 ms [2021-11-28 22:27:08 main:574] : INFO : Epoch 1789 | loss: 0.0311736 | val_loss: 0.0311843 | Time: 2227.02 ms [2021-11-28 22:27:10 main:574] : INFO : Epoch 1790 | loss: 0.0311732 | val_loss: 0.0311927 | Time: 2206.97 ms [2021-11-28 22:27:12 main:574] : INFO : Epoch 1791 | loss: 0.0311769 | val_loss: 0.0311918 | Time: 2244.66 ms [2021-11-28 22:27:14 main:574] : INFO : Epoch 1792 | loss: 0.0311757 | val_loss: 0.0311872 | Time: 2253.05 ms [2021-11-28 22:27:17 main:574] : INFO : Epoch 1793 | loss: 0.0311735 | val_loss: 0.0311857 | Time: 2299.99 ms [2021-11-28 22:27:19 main:574] : INFO : Epoch 1794 | loss: 0.0311792 | val_loss: 0.0311885 | Time: 2277.95 ms [2021-11-28 22:27:21 main:574] : INFO : Epoch 1795 | loss: 0.0311758 | val_loss: 0.0311829 | Time: 2272.04 ms [2021-11-28 22:27:23 main:574] : INFO : Epoch 1796 | loss: 0.0311768 | val_loss: 0.0311815 | Time: 2224.72 ms [2021-11-28 22:27:26 main:574] : INFO : Epoch 1797 | loss: 0.0311742 | val_loss: 0.0311832 | Time: 2238.64 ms [2021-11-28 22:27:28 main:574] : INFO : Epoch 1798 | loss: 0.0311731 | val_loss: 0.0311841 | Time: 2359.17 ms [2021-11-28 22:27:30 main:574] : INFO : Epoch 1799 | loss: 0.0311749 | val_loss: 0.0311835 | Time: 2259.01 ms [2021-11-28 22:27:33 main:574] : INFO : Epoch 1800 | loss: 0.0311741 | val_loss: 0.0311822 | Time: 2245.05 ms [2021-11-28 22:27:35 main:574] : INFO : Epoch 1801 | loss: 0.0311736 | val_loss: 0.031185 | Time: 2217.53 ms [2021-11-28 22:27:37 main:574] : INFO : Epoch 1802 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 2237.18 ms [2021-11-28 22:27:39 main:574] : INFO : Epoch 1803 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 2376.96 ms [2021-11-28 22:27:42 main:574] : INFO : Epoch 1804 | loss: 0.0311728 | val_loss: 0.031183 | Time: 2331.83 ms [2021-11-28 22:27:44 main:574] : INFO : Epoch 1805 | loss: 0.0311728 | val_loss: 0.0311832 | Time: 2364.46 ms [2021-11-28 22:27:46 main:574] : INFO : Epoch 1806 | loss: 0.0311727 | val_loss: 0.0311823 | Time: 2319.21 ms [2021-11-28 22:27:49 main:574] : INFO : Epoch 1807 | loss: 0.031173 | val_loss: 0.0311819 | Time: 2309.85 ms [2021-11-28 22:27:51 main:574] : INFO : Epoch 1808 | loss: 0.0311727 | val_loss: 0.0311849 | Time: 2297.8 ms [2021-11-28 22:27:53 main:574] : INFO : Epoch 1809 | loss: 0.0311726 | val_loss: 0.031182 | Time: 2297.01 ms [2021-11-28 22:27:56 main:574] : INFO : Epoch 1810 | loss: 0.031173 | val_loss: 0.0311815 | Time: 2361.92 ms [2021-11-28 22:27:58 main:574] : INFO : Epoch 1811 | loss: 0.0311732 | val_loss: 0.0311818 | Time: 2345.53 ms [2021-11-28 22:28:00 main:574] : INFO : Epoch 1812 | loss: 0.031172 | val_loss: 0.0311877 | Time: 2319.7 ms [2021-11-28 22:28:03 main:574] : INFO : Epoch 1813 | loss: 0.031173 | val_loss: 0.0311825 | Time: 2292.14 ms [2021-11-28 22:28:05 main:574] : INFO : Epoch 1814 | loss: 0.0311721 | val_loss: 0.0311833 | Time: 2263.75 ms [2021-11-28 22:28:07 main:574] : INFO : Epoch 1815 | loss: 0.0311723 | val_loss: 0.0311834 | Time: 2315.81 ms [2021-11-28 22:28:10 main:574] : INFO : Epoch 1816 | loss: 0.0311713 | val_loss: 0.0311829 | Time: 2377.89 ms [2021-11-28 22:28:12 main:574] : INFO : Epoch 1817 | loss: 0.0311719 | val_loss: 0.0311827 | Time: 2306.79 ms [2021-11-28 22:28:14 main:574] : INFO : Epoch 1818 | loss: 0.0311725 | val_loss: 0.0311886 | Time: 2352.13 ms [2021-11-28 22:28:17 main:574] : INFO : Epoch 1819 | loss: 0.031173 | val_loss: 0.0311831 | Time: 2255.44 ms [2021-11-28 22:28:19 main:574] : INFO : Epoch 1820 | loss: 0.0311727 | val_loss: 0.0311822 | Time: 2291.2 ms [2021-11-28 22:28:21 main:574] : INFO : Epoch 1821 | loss: 0.0311756 | val_loss: 0.0311818 | Time: 2310.43 ms [2021-11-28 22:28:23 main:574] : INFO : Epoch 1822 | loss: 0.0311745 | val_loss: 0.0311816 | Time: 2299.52 ms [2021-11-28 22:28:26 main:574] : INFO : Epoch 1823 | loss: 0.0311742 | val_loss: 0.0311823 | Time: 2283.54 ms [2021-11-28 22:28:28 main:574] : INFO : Epoch 1824 | loss: 0.0311737 | val_loss: 0.031183 | Time: 2293.25 ms [2021-11-28 22:28:30 main:574] : INFO : Epoch 1825 | loss: 0.0311741 | val_loss: 0.0311822 | Time: 2253.16 ms [2021-11-28 22:28:33 main:574] : INFO : Epoch 1826 | loss: 0.0311738 | val_loss: 0.0311825 | Time: 2270.48 ms [2021-11-28 22:28:35 main:574] : INFO : Epoch 1827 | loss: 0.0311774 | val_loss: 0.0311836 | Time: 2223.55 ms [2021-11-28 22:28:37 main:574] : INFO : Epoch 1828 | loss: 0.0311758 | val_loss: 0.031181 | Time: 2243.91 ms [2021-11-28 22:28:39 main:574] : INFO : Epoch 1829 | loss: 0.0311811 | val_loss: 0.0311913 | Time: 2240.22 ms [2021-11-28 22:28:42 main:574] : INFO : Epoch 1830 | loss: 0.0311816 | val_loss: 0.0311856 | Time: 2343.56 ms [2021-11-28 22:28:44 main:574] : INFO : Epoch 1831 | loss: 0.0311803 | val_loss: 0.031187 | Time: 2308.07 ms [2021-11-28 22:28:46 main:574] : INFO : Epoch 1832 | loss: 0.0311787 | val_loss: 0.0311868 | Time: 2319.34 ms [2021-11-28 22:28:49 main:574] : INFO : Epoch 1833 | loss: 0.0311788 | val_loss: 0.0311852 | Time: 2266.34 ms [2021-11-28 22:28:51 main:574] : INFO : Epoch 1834 | loss: 0.0311786 | val_loss: 0.0311855 | Time: 2263.8 ms [2021-11-28 22:28:53 main:574] : INFO : Epoch 1835 | loss: 0.0311775 | val_loss: 0.0311871 | Time: 2244 ms [2021-11-28 22:28:55 main:574] : INFO : Epoch 1836 | loss: 0.0311779 | val_loss: 0.0311863 | Time: 2332.31 ms [2021-11-28 22:28:58 main:574] : INFO : Epoch 1837 | loss: 0.0311782 | val_loss: 0.0311859 | Time: 2299.23 ms [2021-11-28 22:29:00 main:574] : INFO : Epoch 1838 | loss: 0.0311819 | val_loss: 0.0311904 | Time: 2215 ms [2021-11-28 22:29:02 main:574] : INFO : Epoch 1839 | loss: 0.0311904 | val_loss: 0.0311907 | Time: 2221.42 ms [2021-11-28 22:29:04 main:574] : INFO : Epoch 1840 | loss: 0.0311881 | val_loss: 0.0311878 | Time: 2290.56 ms [2021-11-28 22:29:07 main:574] : INFO : Epoch 1841 | loss: 0.0311853 | val_loss: 0.0311863 | Time: 2289.68 ms [2021-11-28 22:29:09 main:574] : INFO : Epoch 1842 | loss: 0.0311842 | val_loss: 0.0311852 | Time: 2266.15 ms [2021-11-28 22:29:11 main:574] : INFO : Epoch 1843 | loss: 0.0311838 | val_loss: 0.0311867 | Time: 2227.77 ms [2021-11-28 22:29:14 main:574] : INFO : Epoch 1844 | loss: 0.031184 | val_loss: 0.0311892 | Time: 2244.16 ms [2021-11-28 22:29:16 main:574] : INFO : Epoch 1845 | loss: 0.031187 | val_loss: 0.0311882 | Time: 2282.07 ms [2021-11-28 22:29:18 main:574] : INFO : Epoch 1846 | loss: 0.0311828 | val_loss: 0.0311835 | Time: 2251.55 ms [2021-11-28 22:29:20 main:574] : INFO : Epoch 1847 | loss: 0.0311812 | val_loss: 0.0311869 | Time: 2270.91 ms [2021-11-28 22:29:23 main:574] : INFO : Epoch 1848 | loss: 0.031185 | val_loss: 0.0311871 | Time: 2197.14 ms [2021-11-28 22:29:25 main:574] : INFO : Epoch 1849 | loss: 0.031182 | val_loss: 0.0311832 | Time: 2258.18 ms [2021-11-28 22:29:27 main:574] : INFO : Epoch 1850 | loss: 0.0311802 | val_loss: 0.0311826 | Time: 2227.49 ms [2021-11-28 22:29:29 main:574] : INFO : Epoch 1851 | loss: 0.0311794 | val_loss: 0.0311821 | Time: 2267.02 ms [2021-11-28 22:29:32 main:574] : INFO : Epoch 1852 | loss: 0.0311803 | val_loss: 0.0311813 | Time: 2314.65 ms [2021-11-28 22:29:34 main:574] : INFO : Epoch 1853 | loss: 0.0311786 | val_loss: 0.0311813 | Time: 2293.6 ms [2021-11-28 22:29:36 main:574] : INFO : Epoch 1854 | loss: 0.0311778 | val_loss: 0.0311812 | Time: 2271.94 ms [2021-11-28 22:29:38 main:574] : INFO : Epoch 1855 | loss: 0.0311775 | val_loss: 0.0311829 | Time: 2252.12 ms [2021-11-28 22:29:41 main:574] : INFO : Epoch 1856 | loss: 0.0311783 | val_loss: 0.0311804 | Time: 2264.41 ms [2021-11-28 22:29:43 main:574] : INFO : Epoch 1857 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 2348.92 ms [2021-11-28 22:29:45 main:574] : INFO : Epoch 1858 | loss: 0.0311777 | val_loss: 0.031182 | Time: 2324.01 ms [2021-11-28 22:29:48 main:574] : INFO : Epoch 1859 | loss: 0.031177 | val_loss: 0.0311813 | Time: 2249.74 ms [2021-11-28 22:29:50 main:574] : INFO : Epoch 1860 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 2218.98 ms [2021-11-28 22:29:52 main:574] : INFO : Epoch 1861 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 2191.05 ms [2021-11-28 22:29:54 main:574] : INFO : Epoch 1862 | loss: 0.0311757 | val_loss: 0.0311833 | Time: 2230.42 ms [2021-11-28 22:29:56 main:574] : INFO : Epoch 1863 | loss: 0.0311772 | val_loss: 0.0311846 | Time: 2208.12 ms [2021-11-28 22:29:59 main:574] : INFO : Epoch 1864 | loss: 0.0311763 | val_loss: 0.031182 | Time: 2212.76 ms [2021-11-28 22:30:01 main:574] : INFO : Epoch 1865 | loss: 0.0311774 | val_loss: 0.0311869 | Time: 2237.59 ms [2021-11-28 22:30:03 main:574] : INFO : Epoch 1866 | loss: 0.0311774 | val_loss: 0.0311814 | Time: 2220.03 ms [2021-11-28 22:30:05 main:574] : INFO : Epoch 1867 | loss: 0.0311747 | val_loss: 0.0311811 | Time: 2219.71 ms [2021-11-28 22:30:08 main:574] : INFO : Epoch 1868 | loss: 0.0311751 | val_loss: 0.0311811 | Time: 2271.35 ms [2021-11-28 22:30:10 main:574] : INFO : Epoch 1869 | loss: 0.0311766 | val_loss: 0.0311882 | Time: 2234.35 ms [2021-11-28 22:30:12 main:574] : INFO : Epoch 1870 | loss: 0.0311773 | val_loss: 0.031188 | Time: 2225.39 ms [2021-11-28 22:30:14 main:574] : INFO : Epoch 1871 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 2281.55 ms [2021-11-28 22:30:17 main:574] : INFO : Epoch 1872 | loss: 0.0311745 | val_loss: 0.0311831 | Time: 2231.17 ms [2021-11-28 22:30:19 main:574] : INFO : Epoch 1873 | loss: 0.031176 | val_loss: 0.0311869 | Time: 2253.83 ms [2021-11-28 22:30:21 main:574] : INFO : Epoch 1874 | loss: 0.0311765 | val_loss: 0.0311843 | Time: 2252.24 ms [2021-11-28 22:30:23 main:574] : INFO : Epoch 1875 | loss: 0.0311759 | val_loss: 0.0311842 | Time: 2233.45 ms [2021-11-28 22:30:26 main:574] : INFO : Epoch 1876 | loss: 0.0311763 | val_loss: 0.0311844 | Time: 2237.68 ms [2021-11-28 22:30:28 main:574] : INFO : Epoch 1877 | loss: 0.031176 | val_loss: 0.0311831 | Time: 2217.83 ms [2021-11-28 22:30:30 main:574] : INFO : Epoch 1878 | loss: 0.0311743 | val_loss: 0.0311839 | Time: 2251.39 ms [2021-11-28 22:30:32 main:574] : INFO : Epoch 1879 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 2201.07 ms [2021-11-28 22:30:35 main:574] : INFO : Epoch 1880 | loss: 0.0311736 | val_loss: 0.0311818 | Time: 2259.61 ms [2021-11-28 22:30:37 main:574] : INFO : Epoch 1881 | loss: 0.0311734 | val_loss: 0.0311841 | Time: 2236.35 ms [2021-11-28 22:30:39 main:574] : INFO : Epoch 1882 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 2237.27 ms [2021-11-28 22:30:41 main:574] : INFO : Epoch 1883 | loss: 0.0311754 | val_loss: 0.0311849 | Time: 2270.09 ms [2021-11-28 22:30:44 main:574] : INFO : Epoch 1884 | loss: 0.0311761 | val_loss: 0.0311827 | Time: 2273.44 ms [2021-11-28 22:30:46 main:574] : INFO : Epoch 1885 | loss: 0.0311739 | val_loss: 0.0311828 | Time: 2230.3 ms [2021-11-28 22:30:48 main:574] : INFO : Epoch 1886 | loss: 0.0311746 | val_loss: 0.0311824 | Time: 2233.77 ms [2021-11-28 22:30:50 main:574] : INFO : Epoch 1887 | loss: 0.0311728 | val_loss: 0.0311834 | Time: 2229.67 ms [2021-11-28 22:30:53 main:574] : INFO : Epoch 1888 | loss: 0.0311736 | val_loss: 0.0311824 | Time: 2250.51 ms [2021-11-28 22:30:55 main:574] : INFO : Epoch 1889 | loss: 0.0311763 | val_loss: 0.0311825 | Time: 2242.17 ms [2021-11-28 22:30:57 main:574] : INFO : Epoch 1890 | loss: 0.0311744 | val_loss: 0.0311871 | Time: 2307.37 ms [2021-11-28 22:30:59 main:574] : INFO : Epoch 1891 | loss: 0.0311757 | val_loss: 0.0311825 | Time: 2356.3 ms [2021-11-28 22:31:02 main:574] : INFO : Epoch 1892 | loss: 0.0311748 | val_loss: 0.0311824 | Time: 2401.75 ms [2021-11-28 22:31:04 main:574] : INFO : Epoch 1893 | loss: 0.0311746 | val_loss: 0.0311824 | Time: 2308.38 ms [2021-11-28 22:31:07 main:574] : INFO : Epoch 1894 | loss: 0.0311745 | val_loss: 0.0311831 | Time: 2310.03 ms [2021-11-28 22:31:09 main:574] : INFO : Epoch 1895 | loss: 0.031174 | val_loss: 0.0311811 | Time: 2344.74 ms [2021-11-28 22:31:11 main:574] : INFO : Epoch 1896 | loss: 0.0311738 | val_loss: 0.031183 | Time: 2237.4 ms [2021-11-28 22:31:13 main:574] : INFO : Epoch 1897 | loss: 0.0311739 | val_loss: 0.0311832 | Time: 2251.25 ms [2021-11-28 22:31:16 main:574] : INFO : Epoch 1898 | loss: 0.0311758 | val_loss: 0.0311834 | Time: 2210.04 ms [2021-11-28 22:31:18 main:574] : INFO : Epoch 1899 | loss: 0.0311723 | val_loss: 0.0311825 | Time: 2242.24 ms [2021-11-28 22:31:20 main:574] : INFO : Epoch 1900 | loss: 0.0311723 | val_loss: 0.0311827 | Time: 2246.07 ms [2021-11-28 22:31:22 main:574] : INFO : Epoch 1901 | loss: 0.0311727 | val_loss: 0.0311812 | Time: 2271.74 ms [2021-11-28 22:31:25 main:574] : INFO : Epoch 1902 | loss: 0.0311718 | val_loss: 0.0311872 | Time: 2274.02 ms [2021-11-28 22:31:27 main:574] : INFO : Epoch 1903 | loss: 0.0311743 | val_loss: 0.0311881 | Time: 2271.59 ms [2021-11-28 22:31:29 main:574] : INFO : Epoch 1904 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 2262.12 ms [2021-11-28 22:31:31 main:574] : INFO : Epoch 1905 | loss: 0.0311721 | val_loss: 0.0311814 | Time: 2260.83 ms [2021-11-28 22:31:34 main:574] : INFO : Epoch 1906 | loss: 0.0311725 | val_loss: 0.031183 | Time: 2234.54 ms [2021-11-28 22:31:36 main:574] : INFO : Epoch 1907 | loss: 0.0311714 | val_loss: 0.0311824 | Time: 2285.23 ms [2021-11-28 22:31:38 main:574] : INFO : Epoch 1908 | loss: 0.0311725 | val_loss: 0.031181 | Time: 2222.24 ms [2021-11-28 22:31:40 main:574] : INFO : Epoch 1909 | loss: 0.0311713 | val_loss: 0.031183 | Time: 2242.51 ms [2021-11-28 22:31:43 main:574] : INFO : Epoch 1910 | loss: 0.0311707 | val_loss: 0.0311817 | Time: 2224.5 ms [2021-11-28 22:31:45 main:574] : INFO : Epoch 1911 | loss: 0.0311709 | val_loss: 0.0311813 | Time: 2252.83 ms [2021-11-28 22:31:47 main:574] : INFO : Epoch 1912 | loss: 0.0311713 | val_loss: 0.0311811 | Time: 2259.73 ms [2021-11-28 22:31:49 main:574] : INFO : Epoch 1913 | loss: 0.0311719 | val_loss: 0.031182 | Time: 2250.76 ms [2021-11-28 22:31:52 main:574] : INFO : Epoch 1914 | loss: 0.0311708 | val_loss: 0.0311822 | Time: 2214.81 ms [2021-11-28 22:31:54 main:574] : INFO : Epoch 1915 | loss: 0.0311712 | val_loss: 0.0311815 | Time: 2263.31 ms [2021-11-28 22:31:56 main:574] : INFO : Epoch 1916 | loss: 0.0311724 | val_loss: 0.0311831 | Time: 2254.21 ms [2021-11-28 22:31:58 main:574] : INFO : Epoch 1917 | loss: 0.0311741 | val_loss: 0.0311836 | Time: 2253.74 ms [2021-11-28 22:32:01 main:574] : INFO : Epoch 1918 | loss: 0.0311746 | val_loss: 0.031182 | Time: 2361.52 ms [2021-11-28 22:32:03 main:574] : INFO : Epoch 1919 | loss: 0.0311733 | val_loss: 0.0311824 | Time: 2274.4 ms [2021-11-28 22:32:05 main:574] : INFO : Epoch 1920 | loss: 0.0311725 | val_loss: 0.0311855 | Time: 2296.62 ms [2021-11-28 22:32:08 main:574] : INFO : Epoch 1921 | loss: 0.0311723 | val_loss: 0.0311837 | Time: 2277.13 ms [2021-11-28 22:32:10 main:574] : INFO : Epoch 1922 | loss: 0.0311733 | val_loss: 0.0311838 | Time: 2311.6 ms [2021-11-28 22:32:12 main:574] : INFO : Epoch 1923 | loss: 0.0311709 | val_loss: 0.0311815 | Time: 2285.16 ms [2021-11-28 22:32:15 main:574] : INFO : Epoch 1924 | loss: 0.0311717 | val_loss: 0.0311846 | Time: 2259.81 ms [2021-11-28 22:32:17 main:574] : INFO : Epoch 1925 | loss: 0.0311731 | val_loss: 0.031183 | Time: 2214.16 ms [2021-11-28 22:32:19 main:574] : INFO : Epoch 1926 | loss: 0.0311748 | val_loss: 0.0311827 | Time: 2252.78 ms [2021-11-28 22:32:21 main:574] : INFO : Epoch 1927 | loss: 0.0311717 | val_loss: 0.0311835 | Time: 2236.92 ms [2021-11-28 22:32:23 main:574] : INFO : Epoch 1928 | loss: 0.0311711 | val_loss: 0.0311855 | Time: 2241.3 ms [2021-11-28 22:32:26 main:574] : INFO : Epoch 1929 | loss: 0.0311725 | val_loss: 0.0311858 | Time: 2246.47 ms [2021-11-28 22:32:28 main:574] : INFO : Epoch 1930 | loss: 0.0311732 | val_loss: 0.0311829 | Time: 2268.17 ms [2021-11-28 22:32:30 main:574] : INFO : Epoch 1931 | loss: 0.0311706 | val_loss: 0.0311828 | Time: 2230.23 ms [2021-11-28 22:32:32 main:574] : INFO : Epoch 1932 | loss: 0.0311702 | val_loss: 0.0311829 | Time: 2254.72 ms [2021-11-28 22:32:35 main:574] : INFO : Epoch 1933 | loss: 0.03117 | val_loss: 0.0311824 | Time: 2237.8 ms [2021-11-28 22:32:37 main:574] : INFO : Epoch 1934 | loss: 0.0311703 | val_loss: 0.0311842 | Time: 2277.81 ms [2021-11-28 22:32:39 main:574] : INFO : Epoch 1935 | loss: 0.0311705 | val_loss: 0.0311873 | Time: 2289.47 ms [2021-11-28 22:32:42 main:574] : INFO : Epoch 1936 | loss: 0.0311716 | val_loss: 0.0311818 | Time: 2385.08 ms [2021-11-28 22:32:44 main:574] : INFO : Epoch 1937 | loss: 0.0311708 | val_loss: 0.031185 | Time: 2316.33 ms [2021-11-28 22:32:46 main:574] : INFO : Epoch 1938 | loss: 0.0311926 | val_loss: 0.0312325 | Time: 2341.67 ms [2021-11-28 22:32:49 main:574] : INFO : Epoch 1939 | loss: 0.0323176 | val_loss: 0.0346401 | Time: 2296.15 ms [2021-11-28 22:32:51 main:574] : INFO : Epoch 1940 | loss: 0.0441892 | val_loss: 0.034569 | Time: 2247.56 ms [2021-11-28 22:32:53 main:574] : INFO : Epoch 1941 | loss: 0.033454 | val_loss: 0.0323832 | Time: 2335.89 ms [2021-11-28 22:32:56 main:574] : INFO : Epoch 1942 | loss: 0.0316502 | val_loss: 0.031413 | Time: 2297.92 ms [2021-11-28 22:32:58 main:574] : INFO : Epoch 1943 | loss: 0.0313003 | val_loss: 0.0312736 | Time: 2216.26 ms [2021-11-28 22:33:00 main:574] : INFO : Epoch 1944 | loss: 0.0312472 | val_loss: 0.0312324 | Time: 2239.18 ms [2021-11-28 22:33:02 main:574] : INFO : Epoch 1945 | loss: 0.0312311 | val_loss: 0.0312255 | Time: 2219.95 ms [2021-11-28 22:33:04 main:574] : INFO : Epoch 1946 | loss: 0.0312245 | val_loss: 0.0312203 | Time: 2261.29 ms [2021-11-28 22:33:07 main:574] : INFO : Epoch 1947 | loss: 0.0312187 | val_loss: 0.0312147 | Time: 2234.37 ms [2021-11-28 22:33:09 main:574] : INFO : Epoch 1948 | loss: 0.0312137 | val_loss: 0.0312101 | Time: 2266.75 ms [2021-11-28 22:33:11 main:574] : INFO : Epoch 1949 | loss: 0.0312091 | val_loss: 0.0312055 | Time: 2275.27 ms [2021-11-28 22:33:14 main:574] : INFO : Epoch 1950 | loss: 0.0312052 | val_loss: 0.031202 | Time: 2249.15 ms [2021-11-28 22:33:16 main:574] : INFO : Epoch 1951 | loss: 0.0312021 | val_loss: 0.0311996 | Time: 2249.18 ms [2021-11-28 22:33:18 main:574] : INFO : Epoch 1952 | loss: 0.0311999 | val_loss: 0.0311977 | Time: 2275.08 ms [2021-11-28 22:33:20 main:574] : INFO : Epoch 1953 | loss: 0.0311984 | val_loss: 0.031197 | Time: 2236.58 ms [2021-11-28 22:33:23 main:574] : INFO : Epoch 1954 | loss: 0.0311973 | val_loss: 0.0311951 | Time: 2231.24 ms [2021-11-28 22:33:25 main:574] : INFO : Epoch 1955 | loss: 0.0311955 | val_loss: 0.0311944 | Time: 2264.73 ms [2021-11-28 22:33:27 main:574] : INFO : Epoch 1956 | loss: 0.0311943 | val_loss: 0.0311932 | Time: 2245.01 ms [2021-11-28 22:33:29 main:574] : INFO : Epoch 1957 | loss: 0.0311924 | val_loss: 0.0311919 | Time: 2250.88 ms [2021-11-28 22:33:32 main:574] : INFO : Epoch 1958 | loss: 0.0311916 | val_loss: 0.0311909 | Time: 2266.13 ms [2021-11-28 22:33:34 main:574] : INFO : Epoch 1959 | loss: 0.0311908 | val_loss: 0.0311902 | Time: 2268.61 ms [2021-11-28 22:33:36 main:574] : INFO : Epoch 1960 | loss: 0.0311898 | val_loss: 0.0311899 | Time: 2256.7 ms [2021-11-28 22:33:38 main:574] : INFO : Epoch 1961 | loss: 0.0311892 | val_loss: 0.0311892 | Time: 2269.06 ms [2021-11-28 22:33:41 main:574] : INFO : Epoch 1962 | loss: 0.0311885 | val_loss: 0.0311888 | Time: 2282.28 ms [2021-11-28 22:33:43 main:574] : INFO : Epoch 1963 | loss: 0.0311874 | val_loss: 0.0311877 | Time: 2235.84 ms [2021-11-28 22:33:45 main:574] : INFO : Epoch 1964 | loss: 0.0311867 | val_loss: 0.0311875 | Time: 2292.65 ms [2021-11-28 22:33:47 main:574] : INFO : Epoch 1965 | loss: 0.0311859 | val_loss: 0.0311867 | Time: 2246.92 ms [2021-11-28 22:33:50 main:574] : INFO : Epoch 1966 | loss: 0.0311858 | val_loss: 0.0311871 | Time: 2302.95 ms [2021-11-28 22:33:52 main:574] : INFO : Epoch 1967 | loss: 0.0311854 | val_loss: 0.0311873 | Time: 2258.78 ms [2021-11-28 22:33:54 main:574] : INFO : Epoch 1968 | loss: 0.0311843 | val_loss: 0.0311863 | Time: 2280.78 ms [2021-11-28 22:33:57 main:574] : INFO : Epoch 1969 | loss: 0.0311843 | val_loss: 0.0311863 | Time: 2335.12 ms [2021-11-28 22:33:59 main:574] : INFO : Epoch 1970 | loss: 0.0311835 | val_loss: 0.0311858 | Time: 2263.29 ms [2021-11-28 22:34:01 main:574] : INFO : Epoch 1971 | loss: 0.0311831 | val_loss: 0.0311854 | Time: 2249.57 ms [2021-11-28 22:34:03 main:574] : INFO : Epoch 1972 | loss: 0.0311829 | val_loss: 0.0311863 | Time: 2253.15 ms [2021-11-28 22:34:06 main:574] : INFO : Epoch 1973 | loss: 0.0311826 | val_loss: 0.0311859 | Time: 2282.8 ms [2021-11-28 22:34:08 main:574] : INFO : Epoch 1974 | loss: 0.0311828 | val_loss: 0.0311852 | Time: 2259.2 ms [2021-11-28 22:34:10 main:574] : INFO : Epoch 1975 | loss: 0.0311821 | val_loss: 0.0311858 | Time: 2237.61 ms [2021-11-28 22:34:12 main:574] : INFO : Epoch 1976 | loss: 0.0311821 | val_loss: 0.0311846 | Time: 2236.4 ms [2021-11-28 22:34:15 main:574] : INFO : Epoch 1977 | loss: 0.0311818 | val_loss: 0.0311844 | Time: 2234.88 ms [2021-11-28 22:34:17 main:574] : INFO : Epoch 1978 | loss: 0.0311814 | val_loss: 0.0311854 | Time: 2232.68 ms [2021-11-28 22:34:19 main:574] : INFO : Epoch 1979 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 2229.66 ms [2021-11-28 22:34:21 main:574] : INFO : Epoch 1980 | loss: 0.0311826 | val_loss: 0.0311859 | Time: 2221.51 ms [2021-11-28 22:34:24 main:574] : INFO : Epoch 1981 | loss: 0.0311825 | val_loss: 0.031189 | Time: 2244 ms [2021-11-28 22:34:26 main:574] : INFO : Epoch 1982 | loss: 0.0311829 | val_loss: 0.0311872 | Time: 2268.46 ms [2021-11-28 22:34:28 main:574] : INFO : Epoch 1983 | loss: 0.0311818 | val_loss: 0.0311864 | Time: 2210.84 ms [2021-11-28 22:34:30 main:574] : INFO : Epoch 1984 | loss: 0.0311826 | val_loss: 0.0311892 | Time: 2236.74 ms [2021-11-28 22:34:33 main:574] : INFO : Epoch 1985 | loss: 0.0311829 | val_loss: 0.0311889 | Time: 2244.5 ms [2021-11-28 22:34:35 main:574] : INFO : Epoch 1986 | loss: 0.0311819 | val_loss: 0.0311888 | Time: 2309.38 ms [2021-11-28 22:34:37 main:574] : INFO : Epoch 1987 | loss: 0.0311821 | val_loss: 0.0311858 | Time: 2344.94 ms [2021-11-28 22:34:40 main:574] : INFO : Epoch 1988 | loss: 0.0311814 | val_loss: 0.0311874 | Time: 2299.39 ms [2021-11-28 22:34:42 main:574] : INFO : Epoch 1989 | loss: 0.0311814 | val_loss: 0.0311873 | Time: 2298.4 ms [2021-11-28 22:34:44 main:574] : INFO : Epoch 1990 | loss: 0.0311836 | val_loss: 0.0311869 | Time: 2201.21 ms [2021-11-28 22:34:46 main:574] : INFO : Epoch 1991 | loss: 0.0311844 | val_loss: 0.0311889 | Time: 2225.89 ms [2021-11-28 22:34:49 main:574] : INFO : Epoch 1992 | loss: 0.0311838 | val_loss: 0.0311866 | Time: 2241.91 ms [2021-11-28 22:34:51 main:574] : INFO : Epoch 1993 | loss: 0.0311832 | val_loss: 0.0311862 | Time: 2339.18 ms [2021-11-28 22:34:53 main:574] : INFO : Epoch 1994 | loss: 0.0311818 | val_loss: 0.0311851 | Time: 2323.2 ms [2021-11-28 22:34:55 main:574] : INFO : Epoch 1995 | loss: 0.0311818 | val_loss: 0.0311847 | Time: 2227.74 ms [2021-11-28 22:34:58 main:574] : INFO : Epoch 1996 | loss: 0.0311813 | val_loss: 0.0311851 | Time: 2218.71 ms [2021-11-28 22:35:00 main:574] : INFO : Epoch 1997 | loss: 0.0311813 | val_loss: 0.0311847 | Time: 2225.61 ms [2021-11-28 22:35:02 main:574] : INFO : Epoch 1998 | loss: 0.0311817 | val_loss: 0.0311847 | Time: 2230.06 ms [2021-11-28 22:35:04 main:574] : INFO : Epoch 1999 | loss: 0.0311814 | val_loss: 0.0311868 | Time: 2247.5 ms [2021-11-28 22:35:07 main:574] : INFO : Epoch 2000 | loss: 0.0311811 | val_loss: 0.0311839 | Time: 2302.38 ms [2021-11-28 22:35:09 main:574] : INFO : Epoch 2001 | loss: 0.0311806 | val_loss: 0.0311837 | Time: 2263.19 ms [2021-11-28 22:35:11 main:574] : INFO : Epoch 2002 | loss: 0.0311808 | val_loss: 0.031186 | Time: 2196.35 ms [2021-11-28 22:35:13 main:574] : INFO : Epoch 2003 | loss: 0.0311806 | val_loss: 0.0311854 | Time: 2271.86 ms [2021-11-28 22:35:16 main:574] : INFO : Epoch 2004 | loss: 0.0311802 | val_loss: 0.0311856 | Time: 2235.5 ms [2021-11-28 22:35:18 main:574] : INFO : Epoch 2005 | loss: 0.0311813 | val_loss: 0.0311845 | Time: 2216.3 ms [2021-11-28 22:35:20 main:574] : INFO : Epoch 2006 | loss: 0.031181 | val_loss: 0.0311844 | Time: 2239.97 ms [2021-11-28 22:35:22 main:574] : INFO : Epoch 2007 | loss: 0.0311805 | val_loss: 0.031185 | Time: 2275.89 ms [2021-11-28 22:35:25 main:574] : INFO : Epoch 2008 | loss: 0.0311794 | val_loss: 0.0311857 | Time: 2296.92 ms [2021-11-28 22:35:27 main:574] : INFO : Epoch 2009 | loss: 0.0311786 | val_loss: 0.0311843 | Time: 2344.23 ms [2021-11-28 22:35:29 main:574] : INFO : Epoch 2010 | loss: 0.0311781 | val_loss: 0.0311843 | Time: 2321.36 ms [2021-11-28 22:35:32 main:574] : INFO : Epoch 2011 | loss: 0.0311792 | val_loss: 0.0311832 | Time: 2238.92 ms [2021-11-28 22:35:34 main:574] : INFO : Epoch 2012 | loss: 0.0311789 | val_loss: 0.0311859 | Time: 2257.73 ms [2021-11-28 22:35:36 main:574] : INFO : Epoch 2013 | loss: 0.0311783 | val_loss: 0.0311841 | Time: 2239.91 ms [2021-11-28 22:35:38 main:574] : INFO : Epoch 2014 | loss: 0.031178 | val_loss: 0.0311834 | Time: 2238.31 ms [2021-11-28 22:35:41 main:574] : INFO : Epoch 2015 | loss: 0.0311781 | val_loss: 0.0311832 | Time: 2227.02 ms [2021-11-28 22:35:43 main:574] : INFO : Epoch 2016 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 2234.3 ms [2021-11-28 22:35:45 main:574] : INFO : Epoch 2017 | loss: 0.0311787 | val_loss: 0.0311832 | Time: 2255.69 ms [2021-11-28 22:35:47 main:574] : INFO : Epoch 2018 | loss: 0.0311792 | val_loss: 0.0311825 | Time: 2242.18 ms [2021-11-28 22:35:50 main:574] : INFO : Epoch 2019 | loss: 0.0311796 | val_loss: 0.0311832 | Time: 2247.12 ms [2021-11-28 22:35:52 main:574] : INFO : Epoch 2020 | loss: 0.031178 | val_loss: 0.031183 | Time: 2379.12 ms [2021-11-28 22:35:54 main:574] : INFO : Epoch 2021 | loss: 0.0311784 | val_loss: 0.0311834 | Time: 2263.58 ms [2021-11-28 22:35:57 main:574] : INFO : Epoch 2022 | loss: 0.0311787 | val_loss: 0.0311877 | Time: 2366.41 ms [2021-11-28 22:35:59 main:574] : INFO : Epoch 2023 | loss: 0.0311793 | val_loss: 0.0311841 | Time: 2285.16 ms [2021-11-28 22:36:01 main:574] : INFO : Epoch 2024 | loss: 0.031179 | val_loss: 0.0311833 | Time: 2342.13 ms [2021-11-28 22:36:04 main:574] : INFO : Epoch 2025 | loss: 0.0311778 | val_loss: 0.0311813 | Time: 2328.29 ms [2021-11-28 22:36:06 main:574] : INFO : Epoch 2026 | loss: 0.0311779 | val_loss: 0.0311854 | Time: 2263.53 ms [2021-11-28 22:36:08 main:574] : INFO : Epoch 2027 | loss: 0.031178 | val_loss: 0.0311828 | Time: 2267.85 ms [2021-11-28 22:36:10 main:574] : INFO : Epoch 2028 | loss: 0.0311786 | val_loss: 0.0311847 | Time: 2271.89 ms [2021-11-28 22:36:13 main:574] : INFO : Epoch 2029 | loss: 0.0311783 | val_loss: 0.0311853 | Time: 2341 ms [2021-11-28 22:36:15 main:574] : INFO : Epoch 2030 | loss: 0.0311778 | val_loss: 0.0311839 | Time: 2241.21 ms [2021-11-28 22:36:17 main:574] : INFO : Epoch 2031 | loss: 0.0311778 | val_loss: 0.0311834 | Time: 2278.65 ms [2021-11-28 22:36:19 main:574] : INFO : Epoch 2032 | loss: 0.0311766 | val_loss: 0.0311829 | Time: 2224.27 ms [2021-11-28 22:36:22 main:574] : INFO : Epoch 2033 | loss: 0.0311769 | val_loss: 0.0311854 | Time: 2240.92 ms [2021-11-28 22:36:24 main:574] : INFO : Epoch 2034 | loss: 0.0311784 | val_loss: 0.0311843 | Time: 2215.22 ms [2021-11-28 22:36:26 main:574] : INFO : Epoch 2035 | loss: 0.0311773 | val_loss: 0.0311847 | Time: 2210.67 ms [2021-11-28 22:36:28 main:574] : INFO : Epoch 2036 | loss: 0.0311768 | val_loss: 0.0311846 | Time: 2267.06 ms [2021-11-28 22:36:31 main:574] : INFO : Epoch 2037 | loss: 0.0311766 | val_loss: 0.0311844 | Time: 2268.08 ms [2021-11-28 22:36:33 main:574] : INFO : Epoch 2038 | loss: 0.0311756 | val_loss: 0.0311834 | Time: 2238.09 ms [2021-11-28 22:36:35 main:574] : INFO : Epoch 2039 | loss: 0.0311752 | val_loss: 0.0311827 | Time: 2227.88 ms [2021-11-28 22:36:37 main:574] : INFO : Epoch 2040 | loss: 0.0311751 | val_loss: 0.0311863 | Time: 2251.19 ms [2021-11-28 22:36:40 main:574] : INFO : Epoch 2041 | loss: 0.0311785 | val_loss: 0.031185 | Time: 2268.99 ms [2021-11-28 22:36:42 main:574] : INFO : Epoch 2042 | loss: 0.031177 | val_loss: 0.0311842 | Time: 1979.55 ms [2021-11-28 22:36:43 main:574] : INFO : Epoch 2043 | loss: 0.0311777 | val_loss: 0.0311844 | Time: 1619.74 ms [2021-11-28 22:36:45 main:574] : INFO : Epoch 2044 | loss: 0.0311778 | val_loss: 0.031185 | Time: 1785.25 ms [2021-11-28 22:36:47 main:574] : INFO : Epoch 2045 | loss: 0.0311776 | val_loss: 0.0311902 | Time: 1743.47 ms [2021-11-28 22:36:49 main:574] : INFO : Epoch 2046 | loss: 0.0311799 | val_loss: 0.0311851 | Time: 1694.53 ms [2021-11-28 22:36:50 main:574] : INFO : Epoch 2047 | loss: 0.0311772 | val_loss: 0.0311839 | Time: 1701.14 ms [2021-11-28 22:36:52 main:574] : INFO : Epoch 2048 | loss: 0.0311778 | val_loss: 0.0311842 | Time: 2196.69 ms [2021-11-28 22:36:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311842 [2021-11-28 22:36:52 main:603] : INFO : Saving end state to config to file [2021-11-28 22:36:52 main:608] : INFO : Success, exiting.. 22:36:52 (14476): 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)