Task 14624260
| Name | ParityModified-1647044256-5252-3-0_1 |
| Workunit | 11617215 |
| Created | 18 Apr 2022, 22:12:58 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 19 Apr 2022, 0:44:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 14 min 8 sec |
| CPU time | 1 hours 14 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1538 | loss: 0.0312558 | val_loss: 0.0312532 | Time: 2131.54 ms [2022-04-19 01:25:55 main:581] : INFO : Epoch 1539 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 2160.27 ms [2022-04-19 01:25:57 main:581] : INFO : Epoch 1540 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2170.09 ms [2022-04-19 01:25:59 main:581] : INFO : Epoch 1541 | loss: 0.0312501 | val_loss: 0.0312487 | Time: 2196.28 ms [2022-04-19 01:26:01 main:581] : INFO : Epoch 1542 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 2203.84 ms [2022-04-19 01:26:03 main:581] : INFO : Epoch 1543 | loss: 0.0312462 | val_loss: 0.0312439 | Time: 2169.07 ms [2022-04-19 01:26:06 main:581] : INFO : Epoch 1544 | loss: 0.0312427 | val_loss: 0.0312394 | Time: 2163.87 ms [2022-04-19 01:26:08 main:581] : INFO : Epoch 1545 | loss: 0.0312378 | val_loss: 0.0312332 | Time: 2208.52 ms [2022-04-19 01:26:10 main:581] : INFO : Epoch 1546 | loss: 0.0312312 | val_loss: 0.0312246 | Time: 2197.03 ms [2022-04-19 01:26:12 main:581] : INFO : Epoch 1547 | loss: 0.0312233 | val_loss: 0.0312165 | Time: 2194.03 ms [2022-04-19 01:26:14 main:581] : INFO : Epoch 1548 | loss: 0.0312157 | val_loss: 0.0312082 | Time: 2255.86 ms [2022-04-19 01:26:17 main:581] : INFO : Epoch 1549 | loss: 0.0312094 | val_loss: 0.0312023 | Time: 2206.95 ms [2022-04-19 01:26:19 main:581] : INFO : Epoch 1550 | loss: 0.031204 | val_loss: 0.0311974 | Time: 2167.3 ms [2022-04-19 01:26:21 main:581] : INFO : Epoch 1551 | loss: 0.0311997 | val_loss: 0.0311949 | Time: 2225.39 ms [2022-04-19 01:26:23 main:581] : INFO : Epoch 1552 | loss: 0.0311977 | val_loss: 0.0311925 | Time: 2142.67 ms [2022-04-19 01:26:25 main:581] : INFO : Epoch 1553 | loss: 0.0311948 | val_loss: 0.0311894 | Time: 2168.38 ms [2022-04-19 01:26:28 main:581] : INFO : Epoch 1554 | loss: 0.0311915 | val_loss: 0.0311882 | Time: 2169.05 ms [2022-04-19 01:26:30 main:581] : INFO : Epoch 1555 | loss: 0.0311909 | val_loss: 0.0311879 | Time: 2176.22 ms [2022-04-19 01:26:32 main:581] : INFO : Epoch 1556 | loss: 0.0311889 | val_loss: 0.0311861 | Time: 2197.86 ms [2022-04-19 01:26:34 main:581] : INFO : Epoch 1557 | loss: 0.0311874 | val_loss: 0.031184 | Time: 2181.51 ms [2022-04-19 01:26:36 main:581] : INFO : Epoch 1558 | loss: 0.0311864 | val_loss: 0.0311828 | Time: 2182.61 ms [2022-04-19 01:26:38 main:581] : INFO : Epoch 1559 | loss: 0.0311869 | val_loss: 0.0311847 | Time: 2172.08 ms [2022-04-19 01:26:41 main:581] : INFO : Epoch 1560 | loss: 0.0311867 | val_loss: 0.0311824 | Time: 2135.04 ms [2022-04-19 01:26:43 main:581] : INFO : Epoch 1561 | loss: 0.0311847 | val_loss: 0.0311819 | Time: 2162.78 ms [2022-04-19 01:26:45 main:581] : INFO : Epoch 1562 | loss: 0.031185 | val_loss: 0.031181 | Time: 2180.24 ms [2022-04-19 01:26:47 main:581] : INFO : Epoch 1563 | loss: 0.0311837 | val_loss: 0.0311802 | Time: 2154.77 ms [2022-04-19 01:26:49 main:581] : INFO : Epoch 1564 | loss: 0.0311828 | val_loss: 0.0311802 | Time: 2184.75 ms [2022-04-19 01:26:51 main:581] : INFO : Epoch 1565 | loss: 0.0311826 | val_loss: 0.0311791 | Time: 2171.18 ms [2022-04-19 01:26:54 main:581] : INFO : Epoch 1566 | loss: 0.0311814 | val_loss: 0.0311816 | Time: 2145.04 ms [2022-04-19 01:26:56 main:581] : INFO : Epoch 1567 | loss: 0.0311813 | val_loss: 0.0311798 | Time: 2166.78 ms [2022-04-19 01:26:58 main:581] : INFO : Epoch 1568 | loss: 0.0311797 | val_loss: 0.0311784 | Time: 2191.97 ms [2022-04-19 01:27:00 main:581] : INFO : Epoch 1569 | loss: 0.0311792 | val_loss: 0.0311781 | Time: 2184.24 ms [2022-04-19 01:27:02 main:581] : INFO : Epoch 1570 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 2184.17 ms [2022-04-19 01:27:04 main:581] : INFO : Epoch 1571 | loss: 0.031179 | val_loss: 0.0311777 | Time: 2147.66 ms [2022-04-19 01:27:07 main:581] : INFO : Epoch 1572 | loss: 0.0311776 | val_loss: 0.031177 | Time: 2213.42 ms [2022-04-19 01:27:09 main:581] : INFO : Epoch 1573 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 2194.38 ms [2022-04-19 01:27:11 main:581] : INFO : Epoch 1574 | loss: 0.0311773 | val_loss: 0.0311776 | Time: 2181.8 ms [2022-04-19 01:27:13 main:581] : INFO : Epoch 1575 | loss: 0.0311781 | val_loss: 0.0311772 | Time: 2177.6 ms [2022-04-19 01:27:15 main:581] : INFO : Epoch 1576 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 2169.37 ms [2022-04-19 01:27:18 main:581] : INFO : Epoch 1577 | loss: 0.0311767 | val_loss: 0.0311772 | Time: 2184.45 ms [2022-04-19 01:27:20 main:581] : INFO : Epoch 1578 | loss: 0.0311756 | val_loss: 0.031178 | Time: 2184.93 ms [2022-04-19 01:27:22 main:581] : INFO : Epoch 1579 | loss: 0.0311753 | val_loss: 0.0311766 | Time: 2184.13 ms [2022-04-19 01:27:24 main:581] : INFO : Epoch 1580 | loss: 0.0311748 | val_loss: 0.0311767 | Time: 2180.77 ms [2022-04-19 01:27:26 main:581] : INFO : Epoch 1581 | loss: 0.0311752 | val_loss: 0.0311766 | Time: 2194.12 ms [2022-04-19 01:27:28 main:581] : INFO : Epoch 1582 | loss: 0.0311742 | val_loss: 0.0311771 | Time: 2158.97 ms [2022-04-19 01:27:31 main:581] : INFO : Epoch 1583 | loss: 0.0311747 | val_loss: 0.0311764 | Time: 2188.34 ms [2022-04-19 01:27:33 main:581] : INFO : Epoch 1584 | loss: 0.0311759 | val_loss: 0.031176 | Time: 2167.96 ms [2022-04-19 01:27:35 main:581] : INFO : Epoch 1585 | loss: 0.031175 | val_loss: 0.0311768 | Time: 2211 ms [2022-04-19 01:27:37 main:581] : INFO : Epoch 1586 | loss: 0.0311745 | val_loss: 0.0311753 | Time: 2165.88 ms [2022-04-19 01:27:39 main:581] : INFO : Epoch 1587 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 2187.64 ms [2022-04-19 01:27:42 main:581] : INFO : Epoch 1588 | loss: 0.0311736 | val_loss: 0.0311761 | Time: 2178.39 ms [2022-04-19 01:27:44 main:581] : INFO : Epoch 1589 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 2171.64 ms [2022-04-19 01:27:46 main:581] : INFO : Epoch 1590 | loss: 0.0311735 | val_loss: 0.0311766 | Time: 2190.11 ms [2022-04-19 01:27:48 main:581] : INFO : Epoch 1591 | loss: 0.0311744 | val_loss: 0.0311759 | Time: 2189.03 ms [2022-04-19 01:27:50 main:581] : INFO : Epoch 1592 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 2156.68 ms [2022-04-19 01:27:52 main:581] : INFO : Epoch 1593 | loss: 0.0311723 | val_loss: 0.0311745 | Time: 2175.34 ms [2022-04-19 01:27:55 main:581] : INFO : Epoch 1594 | loss: 0.0311714 | val_loss: 0.031175 | Time: 2184.88 ms [2022-04-19 01:27:57 main:581] : INFO : Epoch 1595 | loss: 0.0311705 | val_loss: 0.0311749 | Time: 2199.42 ms [2022-04-19 01:27:59 main:581] : INFO : Epoch 1596 | loss: 0.0311703 | val_loss: 0.031174 | Time: 2208.78 ms [2022-04-19 01:28:01 main:581] : INFO : Epoch 1597 | loss: 0.0311706 | val_loss: 0.0311738 | Time: 2173.69 ms [2022-04-19 01:28:03 main:581] : INFO : Epoch 1598 | loss: 0.0311711 | val_loss: 0.0311746 | Time: 2176.15 ms [2022-04-19 01:28:06 main:581] : INFO : Epoch 1599 | loss: 0.031174 | val_loss: 0.0311783 | Time: 2169.46 ms [2022-04-19 01:28:08 main:581] : INFO : Epoch 1600 | loss: 0.0311737 | val_loss: 0.0311756 | Time: 2176.02 ms [2022-04-19 01:28:10 main:581] : INFO : Epoch 1601 | loss: 0.0311741 | val_loss: 0.0311761 | Time: 2188.03 ms [2022-04-19 01:28:12 main:581] : INFO : Epoch 1602 | loss: 0.031175 | val_loss: 0.0311777 | Time: 2162.34 ms [2022-04-19 01:28:14 main:581] : INFO : Epoch 1603 | loss: 0.0311747 | val_loss: 0.0311772 | Time: 2155.61 ms [2022-04-19 01:28:16 main:581] : INFO : Epoch 1604 | loss: 0.0311743 | val_loss: 0.031191 | Time: 2171.44 ms [2022-04-19 01:28:19 main:581] : INFO : Epoch 1605 | loss: 0.0311782 | val_loss: 0.0311783 | Time: 2178.4 ms [2022-04-19 01:28:21 main:581] : INFO : Epoch 1606 | loss: 0.0311724 | val_loss: 0.0311821 | Time: 2179.98 ms [2022-04-19 01:28:23 main:581] : INFO : Epoch 1607 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 2208.12 ms [2022-04-19 01:28:25 main:581] : INFO : Epoch 1608 | loss: 0.0311721 | val_loss: 0.0311786 | Time: 2206.26 ms [2022-04-19 01:28:27 main:581] : INFO : Epoch 1609 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 2212.49 ms [2022-04-19 01:28:30 main:581] : INFO : Epoch 1610 | loss: 0.0311706 | val_loss: 0.0311767 | Time: 2187.15 ms [2022-04-19 01:28:32 main:581] : INFO : Epoch 1611 | loss: 0.0311722 | val_loss: 0.0311791 | Time: 2179.99 ms [2022-04-19 01:28:34 main:581] : INFO : Epoch 1612 | loss: 0.0311759 | val_loss: 0.0311777 | Time: 2195.3 ms [2022-04-19 01:28:36 main:581] : INFO : Epoch 1613 | loss: 0.0311742 | val_loss: 0.0311804 | Time: 2188.62 ms [2022-04-19 01:28:38 main:581] : INFO : Epoch 1614 | loss: 0.0311731 | val_loss: 0.0311755 | Time: 2176.88 ms [2022-04-19 01:28:41 main:581] : INFO : Epoch 1615 | loss: 0.0311698 | val_loss: 0.0311745 | Time: 2207.17 ms [2022-04-19 01:28:43 main:581] : INFO : Epoch 1616 | loss: 0.0311698 | val_loss: 0.0311736 | Time: 2190.5 ms [2022-04-19 01:28:45 main:581] : INFO : Epoch 1617 | loss: 0.0311693 | val_loss: 0.0311754 | Time: 2198.93 ms [2022-04-19 01:28:47 main:581] : INFO : Epoch 1618 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 2189.2 ms [2022-04-19 01:28:49 main:581] : INFO : Epoch 1619 | loss: 0.0311705 | val_loss: 0.0311746 | Time: 2182.05 ms [2022-04-19 01:28:52 main:581] : INFO : Epoch 1620 | loss: 0.0311692 | val_loss: 0.0311749 | Time: 2196.7 ms [2022-04-19 01:28:54 main:581] : INFO : Epoch 1621 | loss: 0.0311676 | val_loss: 0.0311735 | Time: 2180.38 ms [2022-04-19 01:28:56 main:581] : INFO : Epoch 1622 | loss: 0.0311664 | val_loss: 0.0311765 | Time: 2196.11 ms [2022-04-19 01:28:58 main:581] : INFO : Epoch 1623 | loss: 0.0311664 | val_loss: 0.0311784 | Time: 2195.23 ms [2022-04-19 01:29:00 main:581] : INFO : Epoch 1624 | loss: 0.0311683 | val_loss: 0.0311739 | Time: 2263.25 ms [2022-04-19 01:29:03 main:581] : INFO : Epoch 1625 | loss: 0.0311656 | val_loss: 0.0311744 | Time: 2180.21 ms [2022-04-19 01:29:05 main:581] : INFO : Epoch 1626 | loss: 0.0311661 | val_loss: 0.0311746 | Time: 2203.84 ms [2022-04-19 01:29:07 main:581] : INFO : Epoch 1627 | loss: 0.0311644 | val_loss: 0.0311762 | Time: 2201.51 ms [2022-04-19 01:29:09 main:581] : INFO : Epoch 1628 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 2192.25 ms [2022-04-19 01:29:11 main:581] : INFO : Epoch 1629 | loss: 0.0311636 | val_loss: 0.0311745 | Time: 2175.35 ms [2022-04-19 01:29:14 main:581] : INFO : Epoch 1630 | loss: 0.0311646 | val_loss: 0.0311788 | Time: 2177.97 ms [2022-04-19 01:29:16 main:581] : INFO : Epoch 1631 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 2184.42 ms [2022-04-19 01:29:18 main:581] : INFO : Epoch 1632 | loss: 0.0311653 | val_loss: 0.0311801 | Time: 2190.47 ms [2022-04-19 01:29:20 main:581] : INFO : Epoch 1633 | loss: 0.0311654 | val_loss: 0.0311764 | Time: 2171.95 ms [2022-04-19 01:29:22 main:581] : INFO : Epoch 1634 | loss: 0.0311635 | val_loss: 0.0311771 | Time: 2191.25 ms [2022-04-19 01:29:24 main:581] : INFO : Epoch 1635 | loss: 0.0311671 | val_loss: 0.0311775 | Time: 2189.16 ms [2022-04-19 01:29:27 main:581] : INFO : Epoch 1636 | loss: 0.0311698 | val_loss: 0.0311743 | Time: 2171.73 ms [2022-04-19 01:29:29 main:581] : INFO : Epoch 1637 | loss: 0.0311666 | val_loss: 0.0311755 | Time: 2158.38 ms [2022-04-19 01:29:31 main:581] : INFO : Epoch 1638 | loss: 0.0311638 | val_loss: 0.031173 | Time: 2188.22 ms [2022-04-19 01:29:33 main:581] : INFO : Epoch 1639 | loss: 0.0311626 | val_loss: 0.0311722 | Time: 2190.72 ms [2022-04-19 01:29:35 main:581] : INFO : Epoch 1640 | loss: 0.0311628 | val_loss: 0.0311716 | Time: 2185.48 ms [2022-04-19 01:29:38 main:581] : INFO : Epoch 1641 | loss: 0.0311631 | val_loss: 0.031174 | Time: 2188.33 ms [2022-04-19 01:29:40 main:581] : INFO : Epoch 1642 | loss: 0.0311614 | val_loss: 0.0311739 | Time: 2149.16 ms [2022-04-19 01:29:42 main:581] : INFO : Epoch 1643 | loss: 0.0311612 | val_loss: 0.031172 | Time: 2168.79 ms [2022-04-19 01:29:44 main:581] : INFO : Epoch 1644 | loss: 0.031162 | val_loss: 0.0311712 | Time: 2175.28 ms [2022-04-19 01:29:46 main:581] : INFO : Epoch 1645 | loss: 0.0311634 | val_loss: 0.0311784 | Time: 2177.66 ms [2022-04-19 01:29:48 main:581] : INFO : Epoch 1646 | loss: 0.0311647 | val_loss: 0.0311728 | Time: 2171.63 ms [2022-04-19 01:29:51 main:581] : INFO : Epoch 1647 | loss: 0.0311626 | val_loss: 0.0311729 | Time: 2181.25 ms [2022-04-19 01:29:53 main:581] : INFO : Epoch 1648 | loss: 0.0311636 | val_loss: 0.0311784 | Time: 2178.47 ms [2022-04-19 01:29:55 main:581] : INFO : Epoch 1649 | loss: 0.0311655 | val_loss: 0.031172 | Time: 2183.6 ms [2022-04-19 01:29:57 main:581] : INFO : Epoch 1650 | loss: 0.0311649 | val_loss: 0.0311734 | Time: 2156.59 ms [2022-04-19 01:29:59 main:581] : INFO : Epoch 1651 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 2179.29 ms [2022-04-19 01:30:01 main:581] : INFO : Epoch 1652 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 2221.43 ms [2022-04-19 01:30:04 main:581] : INFO : Epoch 1653 | loss: 0.0311651 | val_loss: 0.0311712 | Time: 2188.42 ms [2022-04-19 01:30:06 main:581] : INFO : Epoch 1654 | loss: 0.0311622 | val_loss: 0.0311721 | Time: 2182.36 ms [2022-04-19 01:30:08 main:581] : INFO : Epoch 1655 | loss: 0.0311649 | val_loss: 0.0311805 | Time: 2188.2 ms [2022-04-19 01:30:10 main:581] : INFO : Epoch 1656 | loss: 0.0311666 | val_loss: 0.0311714 | Time: 2190.43 ms [2022-04-19 01:30:12 main:581] : INFO : Epoch 1657 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 2170.09 ms [2022-04-19 01:30:15 main:581] : INFO : Epoch 1658 | loss: 0.0311633 | val_loss: 0.0311731 | Time: 2183.16 ms [2022-04-19 01:30:17 main:581] : INFO : Epoch 1659 | loss: 0.0311645 | val_loss: 0.031171 | Time: 2189.7 ms [2022-04-19 01:30:19 main:581] : INFO : Epoch 1660 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 2184.75 ms [2022-04-19 01:30:21 main:581] : INFO : Epoch 1661 | loss: 0.031162 | val_loss: 0.0311741 | Time: 2166.68 ms [2022-04-19 01:30:23 main:581] : INFO : Epoch 1662 | loss: 0.0311643 | val_loss: 0.0311777 | Time: 2168.94 ms [2022-04-19 01:30:25 main:581] : INFO : Epoch 1663 | loss: 0.0311609 | val_loss: 0.0311707 | Time: 2184.59 ms [2022-04-19 01:30:28 main:581] : INFO : Epoch 1664 | loss: 0.0311598 | val_loss: 0.0311714 | Time: 2176.69 ms [2022-04-19 01:30:30 main:581] : INFO : Epoch 1665 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 2174.2 ms [2022-04-19 01:30:32 main:581] : INFO : Epoch 1666 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 2168.4 ms [2022-04-19 01:30:34 main:581] : INFO : Epoch 1667 | loss: 0.0311597 | val_loss: 0.0311757 | Time: 2186.88 ms [2022-04-19 01:30:36 main:581] : INFO : Epoch 1668 | loss: 0.0311614 | val_loss: 0.0311823 | Time: 2175.58 ms [2022-04-19 01:30:39 main:581] : INFO : Epoch 1669 | loss: 0.0311617 | val_loss: 0.0311731 | Time: 2165.25 ms [2022-04-19 01:30:41 main:581] : INFO : Epoch 1670 | loss: 0.031161 | val_loss: 0.0311726 | Time: 2174.05 ms [2022-04-19 01:30:43 main:581] : INFO : Epoch 1671 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 2186.76 ms [2022-04-19 01:30:45 main:581] : INFO : Epoch 1672 | loss: 0.0311679 | val_loss: 0.0311744 | Time: 2203.89 ms [2022-04-19 01:30:47 main:581] : INFO : Epoch 1673 | loss: 0.0311703 | val_loss: 0.0311744 | Time: 2182.38 ms [2022-04-19 01:30:49 main:581] : INFO : Epoch 1674 | loss: 0.0311722 | val_loss: 0.031171 | Time: 2187.59 ms [2022-04-19 01:30:52 main:581] : INFO : Epoch 1675 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 2180.44 ms [2022-04-19 01:30:54 main:581] : INFO : Epoch 1676 | loss: 0.0311668 | val_loss: 0.031173 | Time: 2198.61 ms [2022-04-19 01:30:56 main:581] : INFO : Epoch 1677 | loss: 0.0311682 | val_loss: 0.0311724 | Time: 2195.01 ms [2022-04-19 01:30:58 main:581] : INFO : Epoch 1678 | loss: 0.0311636 | val_loss: 0.0311734 | Time: 2185.84 ms [2022-04-19 01:31:00 main:581] : INFO : Epoch 1679 | loss: 0.0311623 | val_loss: 0.0311715 | Time: 2209.63 ms [2022-04-19 01:31:03 main:581] : INFO : Epoch 1680 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 2172.32 ms [2022-04-19 01:31:05 main:581] : INFO : Epoch 1681 | loss: 0.0311617 | val_loss: 0.0311757 | Time: 2174.37 ms [2022-04-19 01:31:07 main:581] : INFO : Epoch 1682 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 2177.77 ms [2022-04-19 01:31:09 main:581] : INFO : Epoch 1683 | loss: 0.0311702 | val_loss: 0.0311867 | Time: 2194.68 ms [2022-04-19 01:31:11 main:581] : INFO : Epoch 1684 | loss: 0.0311656 | val_loss: 0.0311713 | Time: 2170.22 ms [2022-04-19 01:31:14 main:581] : INFO : Epoch 1685 | loss: 0.0311629 | val_loss: 0.0311733 | Time: 2197.62 ms [2022-04-19 01:31:16 main:581] : INFO : Epoch 1686 | loss: 0.0311634 | val_loss: 0.0311793 | Time: 2183.66 ms [2022-04-19 01:31:18 main:581] : INFO : Epoch 1687 | loss: 0.031163 | val_loss: 0.0311788 | Time: 2197.31 ms [2022-04-19 01:31:20 main:581] : INFO : Epoch 1688 | loss: 0.0311645 | val_loss: 0.031174 | Time: 2193.77 ms [2022-04-19 01:31:22 main:581] : INFO : Epoch 1689 | loss: 0.0311655 | val_loss: 0.0311733 | Time: 2163.89 ms [2022-04-19 01:31:24 main:581] : INFO : Epoch 1690 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 2191.26 ms [2022-04-19 01:31:27 main:581] : INFO : Epoch 1691 | loss: 0.0311602 | val_loss: 0.0311721 | Time: 2170.74 ms [2022-04-19 01:31:29 main:581] : INFO : Epoch 1692 | loss: 0.0311608 | val_loss: 0.0311713 | Time: 2163.56 ms [2022-04-19 01:31:31 main:581] : INFO : Epoch 1693 | loss: 0.031159 | val_loss: 0.0311736 | Time: 2192.55 ms [2022-04-19 01:31:33 main:581] : INFO : Epoch 1694 | loss: 0.0311606 | val_loss: 0.0311724 | Time: 2197.07 ms [2022-04-19 01:31:35 main:581] : INFO : Epoch 1695 | loss: 0.0311603 | val_loss: 0.0311721 | Time: 2182.49 ms [2022-04-19 01:31:38 main:581] : INFO : Epoch 1696 | loss: 0.0311608 | val_loss: 0.0311761 | Time: 2192.94 ms [2022-04-19 01:31:40 main:581] : INFO : Epoch 1697 | loss: 0.0311619 | val_loss: 0.0311811 | Time: 2197.92 ms [2022-04-19 01:31:42 main:581] : INFO : Epoch 1698 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 2190.01 ms [2022-04-19 01:31:44 main:581] : INFO : Epoch 1699 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 2210.75 ms [2022-04-19 01:31:46 main:581] : INFO : Epoch 1700 | loss: 0.0311642 | val_loss: 0.0311739 | Time: 2186.22 ms [2022-04-19 01:31:49 main:581] : INFO : Epoch 1701 | loss: 0.0311651 | val_loss: 0.0311876 | Time: 2195.35 ms [2022-04-19 01:31:51 main:581] : INFO : Epoch 1702 | loss: 0.0311645 | val_loss: 0.0311769 | Time: 2187.58 ms [2022-04-19 01:31:53 main:581] : INFO : Epoch 1703 | loss: 0.0311629 | val_loss: 0.0311736 | Time: 2180.09 ms [2022-04-19 01:31:55 main:581] : INFO : Epoch 1704 | loss: 0.031161 | val_loss: 0.0311741 | Time: 2166.74 ms [2022-04-19 01:31:57 main:581] : INFO : Epoch 1705 | loss: 0.0311607 | val_loss: 0.0311737 | Time: 2184.49 ms [2022-04-19 01:31:59 main:581] : INFO : Epoch 1706 | loss: 0.0311595 | val_loss: 0.0311755 | Time: 2188.75 ms [2022-04-19 01:32:02 main:581] : INFO : Epoch 1707 | loss: 0.0311609 | val_loss: 0.0311777 | Time: 2213.34 ms [2022-04-19 01:32:04 main:581] : INFO : Epoch 1708 | loss: 0.0311609 | val_loss: 0.0311736 | Time: 2161.53 ms [2022-04-19 01:32:06 main:581] : INFO : Epoch 1709 | loss: 0.0311614 | val_loss: 0.0311732 | Time: 2176.56 ms [2022-04-19 01:32:08 main:581] : INFO : Epoch 1710 | loss: 0.0311616 | val_loss: 0.0311771 | Time: 2188.92 ms [2022-04-19 01:32:10 main:581] : INFO : Epoch 1711 | loss: 0.0311595 | val_loss: 0.0311739 | Time: 2200.95 ms [2022-04-19 01:32:13 main:581] : INFO : Epoch 1712 | loss: 0.0311591 | val_loss: 0.0311702 | Time: 2178.37 ms [2022-04-19 01:32:15 main:581] : INFO : Epoch 1713 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 2189.58 ms [2022-04-19 01:32:17 main:581] : INFO : Epoch 1714 | loss: 0.0311574 | val_loss: 0.0311705 | Time: 2179.88 ms [2022-04-19 01:32:19 main:581] : INFO : Epoch 1715 | loss: 0.0311582 | val_loss: 0.0311752 | Time: 2164.53 ms [2022-04-19 01:32:21 main:581] : INFO : Epoch 1716 | loss: 0.0311571 | val_loss: 0.0311742 | Time: 2191.68 ms [2022-04-19 01:32:23 main:581] : INFO : Epoch 1717 | loss: 0.0311568 | val_loss: 0.0311739 | Time: 2158.28 ms [2022-04-19 01:32:26 main:581] : INFO : Epoch 1718 | loss: 0.0311555 | val_loss: 0.0311697 | Time: 2155.27 ms [2022-04-19 01:32:28 main:581] : INFO : Epoch 1719 | loss: 0.0311564 | val_loss: 0.0311733 | Time: 2185.06 ms [2022-04-19 01:32:30 main:581] : INFO : Epoch 1720 | loss: 0.0311635 | val_loss: 0.0311827 | Time: 2196.58 ms [2022-04-19 01:32:32 main:581] : INFO : Epoch 1721 | loss: 0.0311929 | val_loss: 0.0311911 | Time: 2194.9 ms [2022-04-19 01:32:34 main:581] : INFO : Epoch 1722 | loss: 0.0311927 | val_loss: 0.0311945 | Time: 2171.69 ms [2022-04-19 01:32:37 main:581] : INFO : Epoch 1723 | loss: 0.0311899 | val_loss: 0.031184 | Time: 2177.32 ms [2022-04-19 01:32:39 main:581] : INFO : Epoch 1724 | loss: 0.0311857 | val_loss: 0.0311814 | Time: 2157.4 ms [2022-04-19 01:32:41 main:581] : INFO : Epoch 1725 | loss: 0.0311839 | val_loss: 0.0311807 | Time: 2205.72 ms [2022-04-19 01:32:43 main:581] : INFO : Epoch 1726 | loss: 0.0311837 | val_loss: 0.0311872 | Time: 2158.33 ms [2022-04-19 01:32:45 main:581] : INFO : Epoch 1727 | loss: 0.0311832 | val_loss: 0.031178 | Time: 2177.26 ms [2022-04-19 01:32:47 main:581] : INFO : Epoch 1728 | loss: 0.0311797 | val_loss: 0.0311783 | Time: 2149.99 ms [2022-04-19 01:32:50 main:581] : INFO : Epoch 1729 | loss: 0.0311795 | val_loss: 0.0311771 | Time: 2174.82 ms [2022-04-19 01:32:52 main:581] : INFO : Epoch 1730 | loss: 0.0311802 | val_loss: 0.03118 | Time: 2197.04 ms [2022-04-19 01:32:54 main:581] : INFO : Epoch 1731 | loss: 0.0311803 | val_loss: 0.0311767 | Time: 2179.65 ms [2022-04-19 01:32:56 main:581] : INFO : Epoch 1732 | loss: 0.0311784 | val_loss: 0.0311767 | Time: 2188.62 ms [2022-04-19 01:32:58 main:581] : INFO : Epoch 1733 | loss: 0.0311784 | val_loss: 0.0311779 | Time: 2174.83 ms [2022-04-19 01:33:01 main:581] : INFO : Epoch 1734 | loss: 0.0311798 | val_loss: 0.0311778 | Time: 2207.76 ms [2022-04-19 01:33:03 main:581] : INFO : Epoch 1735 | loss: 0.0311793 | val_loss: 0.0311833 | Time: 2186.84 ms [2022-04-19 01:33:05 main:581] : INFO : Epoch 1736 | loss: 0.0311846 | val_loss: 0.0311769 | Time: 2194.16 ms [2022-04-19 01:33:07 main:581] : INFO : Epoch 1737 | loss: 0.0311764 | val_loss: 0.0311764 | Time: 2170.43 ms [2022-04-19 01:33:09 main:581] : INFO : Epoch 1738 | loss: 0.0311764 | val_loss: 0.0311788 | Time: 2199 ms [2022-04-19 01:33:11 main:581] : INFO : Epoch 1739 | loss: 0.0311765 | val_loss: 0.0311768 | Time: 2182.82 ms [2022-04-19 01:33:14 main:581] : INFO : Epoch 1740 | loss: 0.0311753 | val_loss: 0.0311743 | Time: 2186.36 ms [2022-04-19 01:33:16 main:581] : INFO : Epoch 1741 | loss: 0.031177 | val_loss: 0.03118 | Time: 2170.7 ms [2022-04-19 01:33:18 main:581] : INFO : Epoch 1742 | loss: 0.0311772 | val_loss: 0.0311832 | Time: 2197.83 ms [2022-04-19 01:33:20 main:581] : INFO : Epoch 1743 | loss: 0.0311764 | val_loss: 0.0311774 | Time: 2178.7 ms [2022-04-19 01:33:22 main:581] : INFO : Epoch 1744 | loss: 0.0311735 | val_loss: 0.0311754 | Time: 2194.77 ms [2022-04-19 01:33:25 main:581] : INFO : Epoch 1745 | loss: 0.0311727 | val_loss: 0.0311756 | Time: 2170.23 ms [2022-04-19 01:33:27 main:581] : INFO : Epoch 1746 | loss: 0.0311715 | val_loss: 0.0311779 | Time: 2162.42 ms [2022-04-19 01:33:29 main:581] : INFO : Epoch 1747 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 2198.72 ms [2022-04-19 01:33:31 main:581] : INFO : Epoch 1748 | loss: 0.0311705 | val_loss: 0.031174 | Time: 2166.87 ms [2022-04-19 01:33:33 main:581] : INFO : Epoch 1749 | loss: 0.03117 | val_loss: 0.0311738 | Time: 2219.33 ms [2022-04-19 01:33:35 main:581] : INFO : Epoch 1750 | loss: 0.0311692 | val_loss: 0.0311747 | Time: 2197.39 ms [2022-04-19 01:33:38 main:581] : INFO : Epoch 1751 | loss: 0.0311703 | val_loss: 0.0311744 | Time: 2218.19 ms [2022-04-19 01:33:40 main:581] : INFO : Epoch 1752 | loss: 0.0311704 | val_loss: 0.0311753 | Time: 2184.62 ms [2022-04-19 01:33:42 main:581] : INFO : Epoch 1753 | loss: 0.0311694 | val_loss: 0.0311753 | Time: 2191.07 ms [2022-04-19 01:33:44 main:581] : INFO : Epoch 1754 | loss: 0.03117 | val_loss: 0.0311834 | Time: 2175.58 ms [2022-04-19 01:33:46 main:581] : INFO : Epoch 1755 | loss: 0.0311716 | val_loss: 0.0311744 | Time: 2195.44 ms [2022-04-19 01:33:49 main:581] : INFO : Epoch 1756 | loss: 0.0311729 | val_loss: 0.0311797 | Time: 2198.17 ms [2022-04-19 01:33:51 main:581] : INFO : Epoch 1757 | loss: 0.0311709 | val_loss: 0.0311752 | Time: 2149.15 ms [2022-04-19 01:33:53 main:581] : INFO : Epoch 1758 | loss: 0.0311688 | val_loss: 0.0311783 | Time: 2197.62 ms [2022-04-19 01:33:55 main:581] : INFO : Epoch 1759 | loss: 0.0311678 | val_loss: 0.0311774 | Time: 2195.97 ms [2022-04-19 01:33:57 main:581] : INFO : Epoch 1760 | loss: 0.0311707 | val_loss: 0.0311746 | Time: 2192.47 ms [2022-04-19 01:34:00 main:581] : INFO : Epoch 1761 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 2201.89 ms [2022-04-19 01:34:02 main:581] : INFO : Epoch 1762 | loss: 0.0311721 | val_loss: 0.031178 | Time: 2206.39 ms [2022-04-19 01:34:04 main:581] : INFO : Epoch 1763 | loss: 0.0311681 | val_loss: 0.0311755 | Time: 2200.53 ms [2022-04-19 01:34:06 main:581] : INFO : Epoch 1764 | loss: 0.031168 | val_loss: 0.0311734 | Time: 2154.77 ms [2022-04-19 01:34:08 main:581] : INFO : Epoch 1765 | loss: 0.031167 | val_loss: 0.0311754 | Time: 2164.26 ms [2022-04-19 01:34:11 main:581] : INFO : Epoch 1766 | loss: 0.0311674 | val_loss: 0.0311745 | Time: 2200.13 ms [2022-04-19 01:34:13 main:581] : INFO : Epoch 1767 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 2192.54 ms [2022-04-19 01:34:15 main:581] : INFO : Epoch 1768 | loss: 0.0311675 | val_loss: 0.031177 | Time: 2183.96 ms [2022-04-19 01:34:17 main:581] : INFO : Epoch 1769 | loss: 0.0311662 | val_loss: 0.031176 | Time: 2195.1 ms [2022-04-19 01:34:19 main:581] : INFO : Epoch 1770 | loss: 0.0311662 | val_loss: 0.0311764 | Time: 2198.62 ms [2022-04-19 01:34:21 main:581] : INFO : Epoch 1771 | loss: 0.0311652 | val_loss: 0.0311798 | Time: 2163.2 ms [2022-04-19 01:34:24 main:581] : INFO : Epoch 1772 | loss: 0.0311711 | val_loss: 0.0311753 | Time: 2180.94 ms [2022-04-19 01:34:26 main:581] : INFO : Epoch 1773 | loss: 0.031169 | val_loss: 0.0311763 | Time: 2224.11 ms [2022-04-19 01:34:28 main:581] : INFO : Epoch 1774 | loss: 0.0311656 | val_loss: 0.0311774 | Time: 2211.44 ms [2022-04-19 01:34:30 main:581] : INFO : Epoch 1775 | loss: 0.0311662 | val_loss: 0.0311773 | Time: 2204.39 ms [2022-04-19 01:34:32 main:581] : INFO : Epoch 1776 | loss: 0.0311659 | val_loss: 0.0311787 | Time: 2178.18 ms [2022-04-19 01:34:35 main:581] : INFO : Epoch 1777 | loss: 0.0311666 | val_loss: 0.0311798 | Time: 2189.78 ms [2022-04-19 01:34:37 main:581] : INFO : Epoch 1778 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 2210.43 ms [2022-04-19 01:34:39 main:581] : INFO : Epoch 1779 | loss: 0.0311662 | val_loss: 0.0311753 | Time: 2213.4 ms [2022-04-19 01:34:41 main:581] : INFO : Epoch 1780 | loss: 0.0311653 | val_loss: 0.0311753 | Time: 2183.03 ms [2022-04-19 01:34:43 main:581] : INFO : Epoch 1781 | loss: 0.0311643 | val_loss: 0.0311741 | Time: 2193.65 ms [2022-04-19 01:34:46 main:581] : INFO : Epoch 1782 | loss: 0.0311664 | val_loss: 0.0311775 | Time: 2166.54 ms [2022-04-19 01:34:48 main:581] : INFO : Epoch 1783 | loss: 0.0311678 | val_loss: 0.0311796 | Time: 2171.26 ms [2022-04-19 01:34:50 main:581] : INFO : Epoch 1784 | loss: 0.031166 | val_loss: 0.031174 | Time: 2186.86 ms [2022-04-19 01:34:52 main:581] : INFO : Epoch 1785 | loss: 0.0311647 | val_loss: 0.0311759 | Time: 2166.34 ms [2022-04-19 01:34:54 main:581] : INFO : Epoch 1786 | loss: 0.0311649 | val_loss: 0.031175 | Time: 2175.62 ms [2022-04-19 01:34:56 main:581] : INFO : Epoch 1787 | loss: 0.031164 | val_loss: 0.0311739 | Time: 2171.83 ms [2022-04-19 01:34:59 main:581] : INFO : Epoch 1788 | loss: 0.0311641 | val_loss: 0.0311768 | Time: 2182.61 ms [2022-04-19 01:35:01 main:581] : INFO : Epoch 1789 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 2180.31 ms [2022-04-19 01:35:03 main:581] : INFO : Epoch 1790 | loss: 0.0311641 | val_loss: 0.0311757 | Time: 2163.7 ms [2022-04-19 01:35:05 main:581] : INFO : Epoch 1791 | loss: 0.0311635 | val_loss: 0.0311744 | Time: 2153.43 ms [2022-04-19 01:35:07 main:581] : INFO : Epoch 1792 | loss: 0.0311633 | val_loss: 0.0311757 | Time: 2162.46 ms [2022-04-19 01:35:10 main:581] : INFO : Epoch 1793 | loss: 0.031163 | val_loss: 0.0311746 | Time: 2199.86 ms [2022-04-19 01:35:12 main:581] : INFO : Epoch 1794 | loss: 0.0311648 | val_loss: 0.0311748 | Time: 2159.02 ms [2022-04-19 01:35:14 main:581] : INFO : Epoch 1795 | loss: 0.0311698 | val_loss: 0.0311884 | Time: 2181.57 ms [2022-04-19 01:35:16 main:581] : INFO : Epoch 1796 | loss: 0.0311765 | val_loss: 0.0311943 | Time: 2177.82 ms [2022-04-19 01:35:18 main:581] : INFO : Epoch 1797 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 2149.92 ms [2022-04-19 01:35:20 main:581] : INFO : Epoch 1798 | loss: 0.0311655 | val_loss: 0.0311745 | Time: 2161.15 ms [2022-04-19 01:35:23 main:581] : INFO : Epoch 1799 | loss: 0.0311644 | val_loss: 0.031175 | Time: 2160.55 ms [2022-04-19 01:35:25 main:581] : INFO : Epoch 1800 | loss: 0.0311652 | val_loss: 0.0311804 | Time: 2159.91 ms [2022-04-19 01:35:27 main:581] : INFO : Epoch 1801 | loss: 0.0311639 | val_loss: 0.0311757 | Time: 2199.48 ms [2022-04-19 01:35:29 main:581] : INFO : Epoch 1802 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 2165.71 ms [2022-04-19 01:35:31 main:581] : INFO : Epoch 1803 | loss: 0.0311672 | val_loss: 0.0311779 | Time: 2169.33 ms [2022-04-19 01:35:33 main:581] : INFO : Epoch 1804 | loss: 0.0311672 | val_loss: 0.0311751 | Time: 2174.94 ms [2022-04-19 01:35:36 main:581] : INFO : Epoch 1805 | loss: 0.0311685 | val_loss: 0.0311779 | Time: 2168.03 ms [2022-04-19 01:35:38 main:581] : INFO : Epoch 1806 | loss: 0.0311678 | val_loss: 0.0311773 | Time: 2201.76 ms [2022-04-19 01:35:40 main:581] : INFO : Epoch 1807 | loss: 0.0311666 | val_loss: 0.0311736 | Time: 2162.31 ms [2022-04-19 01:35:42 main:581] : INFO : Epoch 1808 | loss: 0.0311652 | val_loss: 0.0311755 | Time: 2169.55 ms [2022-04-19 01:35:44 main:581] : INFO : Epoch 1809 | loss: 0.0311645 | val_loss: 0.0311753 | Time: 2172.69 ms [2022-04-19 01:35:46 main:581] : INFO : Epoch 1810 | loss: 0.0311643 | val_loss: 0.0311778 | Time: 2159.64 ms [2022-04-19 01:35:49 main:581] : INFO : Epoch 1811 | loss: 0.031165 | val_loss: 0.0311775 | Time: 2167.14 ms [2022-04-19 01:35:51 main:581] : INFO : Epoch 1812 | loss: 0.031165 | val_loss: 0.0311744 | Time: 2176.75 ms [2022-04-19 01:35:53 main:581] : INFO : Epoch 1813 | loss: 0.0311641 | val_loss: 0.0311759 | Time: 2163.71 ms [2022-04-19 01:35:55 main:581] : INFO : Epoch 1814 | loss: 0.0311632 | val_loss: 0.0311755 | Time: 2156.96 ms [2022-04-19 01:35:57 main:581] : INFO : Epoch 1815 | loss: 0.031164 | val_loss: 0.0311748 | Time: 2233.84 ms [2022-04-19 01:36:00 main:581] : INFO : Epoch 1816 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 2181.23 ms [2022-04-19 01:36:02 main:581] : INFO : Epoch 1817 | loss: 0.0311631 | val_loss: 0.0311742 | Time: 2231.95 ms [2022-04-19 01:36:04 main:581] : INFO : Epoch 1818 | loss: 0.0311621 | val_loss: 0.031175 | Time: 2219.54 ms [2022-04-19 01:36:06 main:581] : INFO : Epoch 1819 | loss: 0.0311623 | val_loss: 0.0311751 | Time: 2199.15 ms [2022-04-19 01:36:08 main:581] : INFO : Epoch 1820 | loss: 0.0311637 | val_loss: 0.0311812 | Time: 2182.5 ms [2022-04-19 01:36:11 main:581] : INFO : Epoch 1821 | loss: 0.0311639 | val_loss: 0.0311755 | Time: 2210.06 ms [2022-04-19 01:36:13 main:581] : INFO : Epoch 1822 | loss: 0.0311632 | val_loss: 0.0311808 | Time: 2201.07 ms [2022-04-19 01:36:15 main:581] : INFO : Epoch 1823 | loss: 0.031162 | val_loss: 0.0311768 | Time: 2189.77 ms [2022-04-19 01:36:17 main:581] : INFO : Epoch 1824 | loss: 0.031162 | val_loss: 0.0311769 | Time: 2191.06 ms [2022-04-19 01:36:19 main:581] : INFO : Epoch 1825 | loss: 0.0311629 | val_loss: 0.0311834 | Time: 2196.91 ms [2022-04-19 01:36:22 main:581] : INFO : Epoch 1826 | loss: 0.0311667 | val_loss: 0.0311739 | Time: 2210.23 ms [2022-04-19 01:36:24 main:581] : INFO : Epoch 1827 | loss: 0.0311633 | val_loss: 0.0311763 | Time: 2194.42 ms [2022-04-19 01:36:26 main:581] : INFO : Epoch 1828 | loss: 0.0311661 | val_loss: 0.0311812 | Time: 2217.19 ms [2022-04-19 01:36:28 main:581] : INFO : Epoch 1829 | loss: 0.0311687 | val_loss: 0.0311763 | Time: 2179.56 ms [2022-04-19 01:36:30 main:581] : INFO : Epoch 1830 | loss: 0.0311642 | val_loss: 0.0311772 | Time: 2189.38 ms [2022-04-19 01:36:33 main:581] : INFO : Epoch 1831 | loss: 0.0311629 | val_loss: 0.0311771 | Time: 2206.16 ms [2022-04-19 01:36:35 main:581] : INFO : Epoch 1832 | loss: 0.031163 | val_loss: 0.0311791 | Time: 2179.04 ms [2022-04-19 01:36:37 main:581] : INFO : Epoch 1833 | loss: 0.0311634 | val_loss: 0.0311777 | Time: 2187.49 ms [2022-04-19 01:36:39 main:581] : INFO : Epoch 1834 | loss: 0.0311625 | val_loss: 0.0311785 | Time: 2205.63 ms [2022-04-19 01:36:41 main:581] : INFO : Epoch 1835 | loss: 0.0311643 | val_loss: 0.0311771 | Time: 2208.04 ms [2022-04-19 01:36:44 main:581] : INFO : Epoch 1836 | loss: 0.0311637 | val_loss: 0.0311752 | Time: 2211.79 ms [2022-04-19 01:36:46 main:581] : INFO : Epoch 1837 | loss: 0.0311636 | val_loss: 0.031174 | Time: 2191.88 ms [2022-04-19 01:36:48 main:581] : INFO : Epoch 1838 | loss: 0.0311644 | val_loss: 0.0311751 | Time: 2194.96 ms [2022-04-19 01:36:50 main:581] : INFO : Epoch 1839 | loss: 0.0311628 | val_loss: 0.0311778 | Time: 2188.52 ms [2022-04-19 01:36:52 main:581] : INFO : Epoch 1840 | loss: 0.0311633 | val_loss: 0.0311751 | Time: 2191.36 ms [2022-04-19 01:36:55 main:581] : INFO : Epoch 1841 | loss: 0.0311625 | val_loss: 0.0311749 | Time: 2202.41 ms [2022-04-19 01:36:57 main:581] : INFO : Epoch 1842 | loss: 0.0311613 | val_loss: 0.0311765 | Time: 2179.14 ms [2022-04-19 01:36:59 main:581] : INFO : Epoch 1843 | loss: 0.031162 | val_loss: 0.0311755 | Time: 2208.75 ms [2022-04-19 01:37:01 main:581] : INFO : Epoch 1844 | loss: 0.0311609 | val_loss: 0.0311753 | Time: 2213.67 ms [2022-04-19 01:37:03 main:581] : INFO : Epoch 1845 | loss: 0.0311611 | val_loss: 0.0311793 | Time: 2196.96 ms [2022-04-19 01:37:06 main:581] : INFO : Epoch 1846 | loss: 0.0311627 | val_loss: 0.0311744 | Time: 2206.89 ms [2022-04-19 01:37:08 main:581] : INFO : Epoch 1847 | loss: 0.03116 | val_loss: 0.031174 | Time: 2212.67 ms [2022-04-19 01:37:10 main:581] : INFO : Epoch 1848 | loss: 0.0311609 | val_loss: 0.031175 | Time: 2219.06 ms [2022-04-19 01:37:12 main:581] : INFO : Epoch 1849 | loss: 0.0311622 | val_loss: 0.031178 | Time: 2188.57 ms [2022-04-19 01:37:14 main:581] : INFO : Epoch 1850 | loss: 0.0311605 | val_loss: 0.0311752 | Time: 2205.84 ms [2022-04-19 01:37:17 main:581] : INFO : Epoch 1851 | loss: 0.0311608 | val_loss: 0.0311745 | Time: 2182.82 ms [2022-04-19 01:37:19 main:581] : INFO : Epoch 1852 | loss: 0.0311629 | val_loss: 0.0311754 | Time: 2205.72 ms [2022-04-19 01:37:21 main:581] : INFO : Epoch 1853 | loss: 0.0311613 | val_loss: 0.0311825 | Time: 2201.94 ms [2022-04-19 01:37:23 main:581] : INFO : Epoch 1854 | loss: 0.0311623 | val_loss: 0.0311767 | Time: 2188.75 ms [2022-04-19 01:37:25 main:581] : INFO : Epoch 1855 | loss: 0.0311631 | val_loss: 0.031177 | Time: 2210.42 ms [2022-04-19 01:37:28 main:581] : INFO : Epoch 1856 | loss: 0.031163 | val_loss: 0.0311761 | Time: 2173.66 ms [2022-04-19 01:37:30 main:581] : INFO : Epoch 1857 | loss: 0.0311619 | val_loss: 0.0311817 | Time: 2176.06 ms [2022-04-19 01:37:32 main:581] : INFO : Epoch 1858 | loss: 0.0311611 | val_loss: 0.0311769 | Time: 2193.21 ms [2022-04-19 01:37:34 main:581] : INFO : Epoch 1859 | loss: 0.0311629 | val_loss: 0.0311775 | Time: 2201.81 ms [2022-04-19 01:37:36 main:581] : INFO : Epoch 1860 | loss: 0.0311634 | val_loss: 0.0311768 | Time: 2197.63 ms [2022-04-19 01:37:38 main:581] : INFO : Epoch 1861 | loss: 0.031162 | val_loss: 0.0311801 | Time: 2179.15 ms [2022-04-19 01:37:41 main:581] : INFO : Epoch 1862 | loss: 0.0311628 | val_loss: 0.031178 | Time: 2223.48 ms [2022-04-19 01:37:43 main:581] : INFO : Epoch 1863 | loss: 0.0311653 | val_loss: 0.031185 | Time: 2192.08 ms [2022-04-19 01:37:45 main:581] : INFO : Epoch 1864 | loss: 0.0311654 | val_loss: 0.0311758 | Time: 2200.41 ms [2022-04-19 01:37:47 main:581] : INFO : Epoch 1865 | loss: 0.031162 | val_loss: 0.0311759 | Time: 2197.09 ms [2022-04-19 01:37:49 main:581] : INFO : Epoch 1866 | loss: 0.0311599 | val_loss: 0.0311786 | Time: 2195.49 ms [2022-04-19 01:37:52 main:581] : INFO : Epoch 1867 | loss: 0.0311607 | val_loss: 0.0311753 | Time: 2207.12 ms [2022-04-19 01:37:54 main:581] : INFO : Epoch 1868 | loss: 0.0311602 | val_loss: 0.0311749 | Time: 2220.3 ms [2022-04-19 01:37:56 main:581] : INFO : Epoch 1869 | loss: 0.031161 | val_loss: 0.0311752 | Time: 2209.12 ms [2022-04-19 01:37:58 main:581] : INFO : Epoch 1870 | loss: 0.0311617 | val_loss: 0.031178 | Time: 2213.42 ms [2022-04-19 01:38:01 main:581] : INFO : Epoch 1871 | loss: 0.0311594 | val_loss: 0.031175 | Time: 2235.12 ms [2022-04-19 01:38:03 main:581] : INFO : Epoch 1872 | loss: 0.0311602 | val_loss: 0.0311776 | Time: 2219.96 ms [2022-04-19 01:38:05 main:581] : INFO : Epoch 1873 | loss: 0.0311586 | val_loss: 0.0311813 | Time: 2213.82 ms [2022-04-19 01:38:07 main:581] : INFO : Epoch 1874 | loss: 0.0311599 | val_loss: 0.0311795 | Time: 2199.62 ms [2022-04-19 01:38:09 main:581] : INFO : Epoch 1875 | loss: 0.0311767 | val_loss: 0.0311914 | Time: 2216.05 ms [2022-04-19 01:38:12 main:581] : INFO : Epoch 1876 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 2217.72 ms [2022-04-19 01:38:14 main:581] : INFO : Epoch 1877 | loss: 0.0311776 | val_loss: 0.031177 | Time: 2215.51 ms [2022-04-19 01:38:16 main:581] : INFO : Epoch 1878 | loss: 0.0311758 | val_loss: 0.031179 | Time: 2217.07 ms [2022-04-19 01:38:18 main:581] : INFO : Epoch 1879 | loss: 0.0311728 | val_loss: 0.031179 | Time: 2208.32 ms [2022-04-19 01:38:20 main:581] : INFO : Epoch 1880 | loss: 0.0311724 | val_loss: 0.0311794 | Time: 2210.43 ms [2022-04-19 01:38:23 main:581] : INFO : Epoch 1881 | loss: 0.0311725 | val_loss: 0.0311764 | Time: 2215.6 ms [2022-04-19 01:38:25 main:581] : INFO : Epoch 1882 | loss: 0.0311714 | val_loss: 0.0311767 | Time: 2252.07 ms [2022-04-19 01:38:27 main:581] : INFO : Epoch 1883 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 2217.76 ms [2022-04-19 01:38:29 main:581] : INFO : Epoch 1884 | loss: 0.0311683 | val_loss: 0.0311749 | Time: 2224.55 ms [2022-04-19 01:38:32 main:581] : INFO : Epoch 1885 | loss: 0.0311669 | val_loss: 0.031175 | Time: 2224.4 ms [2022-04-19 01:38:34 main:581] : INFO : Epoch 1886 | loss: 0.0311684 | val_loss: 0.0311762 | Time: 2151.2 ms [2022-04-19 01:38:36 main:581] : INFO : Epoch 1887 | loss: 0.0311683 | val_loss: 0.0311737 | Time: 2129.94 ms [2022-04-19 01:38:38 main:581] : INFO : Epoch 1888 | loss: 0.0311669 | val_loss: 0.0311732 | Time: 2154.5 ms [2022-04-19 01:38:40 main:581] : INFO : Epoch 1889 | loss: 0.031167 | val_loss: 0.0311754 | Time: 2112.52 ms [2022-04-19 01:38:42 main:581] : INFO : Epoch 1890 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 2136.27 ms [2022-04-19 01:38:44 main:581] : INFO : Epoch 1891 | loss: 0.0311721 | val_loss: 0.0311754 | Time: 2160.19 ms [2022-04-19 01:38:47 main:581] : INFO : Epoch 1892 | loss: 0.0311712 | val_loss: 0.0311752 | Time: 2167.17 ms [2022-04-19 01:38:49 main:581] : INFO : Epoch 1893 | loss: 0.0311692 | val_loss: 0.0311735 | Time: 2168.66 ms [2022-04-19 01:38:51 main:581] : INFO : Epoch 1894 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 2178.63 ms [2022-04-19 01:38:53 main:581] : INFO : Epoch 1895 | loss: 0.0311669 | val_loss: 0.0311721 | Time: 2169.79 ms [2022-04-19 01:38:55 main:581] : INFO : Epoch 1896 | loss: 0.0311662 | val_loss: 0.0311749 | Time: 2137.3 ms [2022-04-19 01:38:57 main:581] : INFO : Epoch 1897 | loss: 0.031167 | val_loss: 0.0311797 | Time: 2175.01 ms [2022-04-19 01:39:00 main:581] : INFO : Epoch 1898 | loss: 0.0311658 | val_loss: 0.0311717 | Time: 2147.9 ms [2022-04-19 01:39:02 main:581] : INFO : Epoch 1899 | loss: 0.0311654 | val_loss: 0.0311753 | Time: 2164.7 ms [2022-04-19 01:39:04 main:581] : INFO : Epoch 1900 | loss: 0.031167 | val_loss: 0.0311744 | Time: 2171.1 ms [2022-04-19 01:39:06 main:581] : INFO : Epoch 1901 | loss: 0.0311683 | val_loss: 0.0311728 | Time: 2136.51 ms [2022-04-19 01:39:08 main:581] : INFO : Epoch 1902 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 2122.27 ms [2022-04-19 01:39:10 main:581] : INFO : Epoch 1903 | loss: 0.0311668 | val_loss: 0.0311733 | Time: 2132.52 ms [2022-04-19 01:39:13 main:581] : INFO : Epoch 1904 | loss: 0.0311663 | val_loss: 0.0311776 | Time: 2179.71 ms [2022-04-19 01:39:15 main:581] : INFO : Epoch 1905 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 2171.07 ms [2022-04-19 01:39:17 main:581] : INFO : Epoch 1906 | loss: 0.0311642 | val_loss: 0.0311714 | Time: 2155.3 ms [2022-04-19 01:39:19 main:581] : INFO : Epoch 1907 | loss: 0.031166 | val_loss: 0.0311714 | Time: 2151.66 ms [2022-04-19 01:39:21 main:581] : INFO : Epoch 1908 | loss: 0.0311668 | val_loss: 0.0311742 | Time: 2130.62 ms [2022-04-19 01:39:23 main:581] : INFO : Epoch 1909 | loss: 0.0311639 | val_loss: 0.031173 | Time: 2150.6 ms [2022-04-19 01:39:25 main:581] : INFO : Epoch 1910 | loss: 0.0311632 | val_loss: 0.0311717 | Time: 2174.98 ms [2022-04-19 01:39:28 main:581] : INFO : Epoch 1911 | loss: 0.0311664 | val_loss: 0.0311787 | Time: 2174.78 ms [2022-04-19 01:39:30 main:581] : INFO : Epoch 1912 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 2181.76 ms [2022-04-19 01:39:32 main:581] : INFO : Epoch 1913 | loss: 0.0311646 | val_loss: 0.0311714 | Time: 2183.74 ms [2022-04-19 01:39:34 main:581] : INFO : Epoch 1914 | loss: 0.0311636 | val_loss: 0.0311738 | Time: 2188.87 ms [2022-04-19 01:39:36 main:581] : INFO : Epoch 1915 | loss: 0.0311634 | val_loss: 0.0311775 | Time: 2155.78 ms [2022-04-19 01:39:38 main:581] : INFO : Epoch 1916 | loss: 0.0311655 | val_loss: 0.0311736 | Time: 2138.03 ms [2022-04-19 01:39:41 main:581] : INFO : Epoch 1917 | loss: 0.0311642 | val_loss: 0.0311762 | Time: 2164.72 ms [2022-04-19 01:39:43 main:581] : INFO : Epoch 1918 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 2154.81 ms [2022-04-19 01:39:45 main:581] : INFO : Epoch 1919 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 2163.9 ms [2022-04-19 01:39:47 main:581] : INFO : Epoch 1920 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 2126.36 ms [2022-04-19 01:39:49 main:581] : INFO : Epoch 1921 | loss: 0.0311614 | val_loss: 0.0311745 | Time: 2141.9 ms [2022-04-19 01:39:51 main:581] : INFO : Epoch 1922 | loss: 0.0311618 | val_loss: 0.0311725 | Time: 2145.02 ms [2022-04-19 01:39:54 main:581] : INFO : Epoch 1923 | loss: 0.0311615 | val_loss: 0.0311728 | Time: 2169.53 ms [2022-04-19 01:39:56 main:581] : INFO : Epoch 1924 | loss: 0.0311614 | val_loss: 0.0311712 | Time: 2138.16 ms [2022-04-19 01:39:58 main:581] : INFO : Epoch 1925 | loss: 0.0311641 | val_loss: 0.0311764 | Time: 2149.67 ms [2022-04-19 01:40:00 main:581] : INFO : Epoch 1926 | loss: 0.0311667 | val_loss: 0.0311756 | Time: 2190.71 ms [2022-04-19 01:40:02 main:581] : INFO : Epoch 1927 | loss: 0.0311669 | val_loss: 0.031173 | Time: 2162.68 ms [2022-04-19 01:40:04 main:581] : INFO : Epoch 1928 | loss: 0.0311631 | val_loss: 0.0311726 | Time: 2137.9 ms [2022-04-19 01:40:06 main:581] : INFO : Epoch 1929 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 2166.51 ms [2022-04-19 01:40:09 main:581] : INFO : Epoch 1930 | loss: 0.0311663 | val_loss: 0.0311715 | Time: 2179.32 ms [2022-04-19 01:40:11 main:581] : INFO : Epoch 1931 | loss: 0.0311624 | val_loss: 0.0311711 | Time: 2186.85 ms [2022-04-19 01:40:13 main:581] : INFO : Epoch 1932 | loss: 0.0311624 | val_loss: 0.0311741 | Time: 2172.7 ms [2022-04-19 01:40:15 main:581] : INFO : Epoch 1933 | loss: 0.0311643 | val_loss: 0.0311741 | Time: 2172.43 ms [2022-04-19 01:40:17 main:581] : INFO : Epoch 1934 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 2156.25 ms [2022-04-19 01:40:20 main:581] : INFO : Epoch 1935 | loss: 0.0311614 | val_loss: 0.0311741 | Time: 2197.18 ms [2022-04-19 01:40:22 main:581] : INFO : Epoch 1936 | loss: 0.0311612 | val_loss: 0.0311766 | Time: 2185.99 ms [2022-04-19 01:40:24 main:581] : INFO : Epoch 1937 | loss: 0.0311609 | val_loss: 0.0311708 | Time: 2174.54 ms [2022-04-19 01:40:26 main:581] : INFO : Epoch 1938 | loss: 0.031162 | val_loss: 0.0311748 | Time: 2175.47 ms [2022-04-19 01:40:28 main:581] : INFO : Epoch 1939 | loss: 0.0311627 | val_loss: 0.0311759 | Time: 2152.01 ms [2022-04-19 01:40:30 main:581] : INFO : Epoch 1940 | loss: 0.0311627 | val_loss: 0.0311718 | Time: 2192.63 ms [2022-04-19 01:40:33 main:581] : INFO : Epoch 1941 | loss: 0.0311641 | val_loss: 0.0311705 | Time: 2172.68 ms [2022-04-19 01:40:35 main:581] : INFO : Epoch 1942 | loss: 0.0311624 | val_loss: 0.0311685 | Time: 2180.12 ms [2022-04-19 01:40:37 main:581] : INFO : Epoch 1943 | loss: 0.0311606 | val_loss: 0.0311707 | Time: 2153.92 ms [2022-04-19 01:40:39 main:581] : INFO : Epoch 1944 | loss: 0.0311586 | val_loss: 0.0311719 | Time: 2148.38 ms [2022-04-19 01:40:41 main:581] : INFO : Epoch 1945 | loss: 0.0311608 | val_loss: 0.0311696 | Time: 2170.25 ms [2022-04-19 01:40:43 main:581] : INFO : Epoch 1946 | loss: 0.0311608 | val_loss: 0.0311717 | Time: 2183.54 ms [2022-04-19 01:40:46 main:581] : INFO : Epoch 1947 | loss: 0.0311599 | val_loss: 0.0311695 | Time: 2177.63 ms [2022-04-19 01:40:48 main:581] : INFO : Epoch 1948 | loss: 0.0311587 | val_loss: 0.0311718 | Time: 2162.21 ms [2022-04-19 01:40:50 main:581] : INFO : Epoch 1949 | loss: 0.0311575 | val_loss: 0.0311704 | Time: 2187.34 ms [2022-04-19 01:40:52 main:581] : INFO : Epoch 1950 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 2170.11 ms [2022-04-19 01:40:54 main:581] : INFO : Epoch 1951 | loss: 0.0311594 | val_loss: 0.0311702 | Time: 2166.05 ms [2022-04-19 01:40:57 main:581] : INFO : Epoch 1952 | loss: 0.031158 | val_loss: 0.0311709 | Time: 2176.48 ms [2022-04-19 01:40:59 main:581] : INFO : Epoch 1953 | loss: 0.031158 | val_loss: 0.0311716 | Time: 2160.98 ms [2022-04-19 01:41:01 main:581] : INFO : Epoch 1954 | loss: 0.0311576 | val_loss: 0.0311704 | Time: 2206.01 ms [2022-04-19 01:41:03 main:581] : INFO : Epoch 1955 | loss: 0.031158 | val_loss: 0.0311695 | Time: 2160.69 ms [2022-04-19 01:41:05 main:581] : INFO : Epoch 1956 | loss: 0.0311634 | val_loss: 0.0311699 | Time: 2181.1 ms [2022-04-19 01:41:07 main:581] : INFO : Epoch 1957 | loss: 0.0311618 | val_loss: 0.0311751 | Time: 2176.95 ms [2022-04-19 01:41:10 main:581] : INFO : Epoch 1958 | loss: 0.0311613 | val_loss: 0.0311703 | Time: 2205.39 ms [2022-04-19 01:41:12 main:581] : INFO : Epoch 1959 | loss: 0.0311666 | val_loss: 0.0311774 | Time: 2187.06 ms [2022-04-19 01:41:14 main:581] : INFO : Epoch 1960 | loss: 0.0311662 | val_loss: 0.0311778 | Time: 2183.86 ms [2022-04-19 01:41:16 main:581] : INFO : Epoch 1961 | loss: 0.0311667 | val_loss: 0.0311727 | Time: 2183.36 ms [2022-04-19 01:41:18 main:581] : INFO : Epoch 1962 | loss: 0.0311633 | val_loss: 0.0311733 | Time: 2160.48 ms [2022-04-19 01:41:20 main:581] : INFO : Epoch 1963 | loss: 0.0311633 | val_loss: 0.0311793 | Time: 2136.17 ms [2022-04-19 01:41:23 main:581] : INFO : Epoch 1964 | loss: 0.0311634 | val_loss: 0.0311762 | Time: 2175.71 ms [2022-04-19 01:41:25 main:581] : INFO : Epoch 1965 | loss: 0.0311625 | val_loss: 0.0311747 | Time: 2176.64 ms [2022-04-19 01:41:27 main:581] : INFO : Epoch 1966 | loss: 0.0311603 | val_loss: 0.0311737 | Time: 2155.04 ms [2022-04-19 01:41:29 main:581] : INFO : Epoch 1967 | loss: 0.0311599 | val_loss: 0.0311739 | Time: 2170.67 ms [2022-04-19 01:41:31 main:581] : INFO : Epoch 1968 | loss: 0.031159 | val_loss: 0.0311728 | Time: 2145.05 ms [2022-04-19 01:41:33 main:581] : INFO : Epoch 1969 | loss: 0.0311603 | val_loss: 0.0311756 | Time: 2159.58 ms [2022-04-19 01:41:36 main:581] : INFO : Epoch 1970 | loss: 0.0311615 | val_loss: 0.0311748 | Time: 2150.75 ms [2022-04-19 01:41:38 main:581] : INFO : Epoch 1971 | loss: 0.0311614 | val_loss: 0.031171 | Time: 2167.09 ms [2022-04-19 01:41:40 main:581] : INFO : Epoch 1972 | loss: 0.03116 | val_loss: 0.0311712 | Time: 2178.19 ms [2022-04-19 01:41:42 main:581] : INFO : Epoch 1973 | loss: 0.0311597 | val_loss: 0.0311704 | Time: 2148.45 ms [2022-04-19 01:41:44 main:581] : INFO : Epoch 1974 | loss: 0.031161 | val_loss: 0.0311766 | Time: 2159.89 ms [2022-04-19 01:41:46 main:581] : INFO : Epoch 1975 | loss: 0.0311623 | val_loss: 0.031173 | Time: 2168.73 ms [2022-04-19 01:41:49 main:581] : INFO : Epoch 1976 | loss: 0.0311627 | val_loss: 0.0311788 | Time: 2172.87 ms [2022-04-19 01:41:51 main:581] : INFO : Epoch 1977 | loss: 0.0311628 | val_loss: 0.0311718 | Time: 2157.74 ms [2022-04-19 01:41:53 main:581] : INFO : Epoch 1978 | loss: 0.0311596 | val_loss: 0.031171 | Time: 2186.5 ms [2022-04-19 01:41:55 main:581] : INFO : Epoch 1979 | loss: 0.0311587 | val_loss: 0.0311728 | Time: 2174.59 ms [2022-04-19 01:41:57 main:581] : INFO : Epoch 1980 | loss: 0.0311588 | val_loss: 0.0311704 | Time: 2164.89 ms [2022-04-19 01:41:59 main:581] : INFO : Epoch 1981 | loss: 0.0311578 | val_loss: 0.0311724 | Time: 2153.71 ms [2022-04-19 01:42:02 main:581] : INFO : Epoch 1982 | loss: 0.0311587 | val_loss: 0.0311709 | Time: 2192.64 ms [2022-04-19 01:42:04 main:581] : INFO : Epoch 1983 | loss: 0.0311576 | val_loss: 0.0311753 | Time: 2168.76 ms [2022-04-19 01:42:06 main:581] : INFO : Epoch 1984 | loss: 0.0311594 | val_loss: 0.0311701 | Time: 2159.91 ms [2022-04-19 01:42:08 main:581] : INFO : Epoch 1985 | loss: 0.0311573 | val_loss: 0.0311717 | Time: 2133.55 ms [2022-04-19 01:42:10 main:581] : INFO : Epoch 1986 | loss: 0.0311594 | val_loss: 0.0311735 | Time: 2153.84 ms [2022-04-19 01:42:12 main:581] : INFO : Epoch 1987 | loss: 0.0311595 | val_loss: 0.0311744 | Time: 2161.56 ms [2022-04-19 01:42:15 main:581] : INFO : Epoch 1988 | loss: 0.0311588 | val_loss: 0.0311716 | Time: 2141.85 ms [2022-04-19 01:42:17 main:581] : INFO : Epoch 1989 | loss: 0.031158 | val_loss: 0.0311716 | Time: 2158.43 ms [2022-04-19 01:42:19 main:581] : INFO : Epoch 1990 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 2155.27 ms [2022-04-19 01:42:21 main:581] : INFO : Epoch 1991 | loss: 0.0311658 | val_loss: 0.0311771 | Time: 2137.1 ms [2022-04-19 01:42:23 main:581] : INFO : Epoch 1992 | loss: 0.0311651 | val_loss: 0.0311754 | Time: 2146.41 ms [2022-04-19 01:42:25 main:581] : INFO : Epoch 1993 | loss: 0.0311637 | val_loss: 0.0311747 | Time: 2160.47 ms [2022-04-19 01:42:27 main:581] : INFO : Epoch 1994 | loss: 0.0311653 | val_loss: 0.0311846 | Time: 2123.86 ms [2022-04-19 01:42:30 main:581] : INFO : Epoch 1995 | loss: 0.0311695 | val_loss: 0.0311736 | Time: 2125.24 ms [2022-04-19 01:42:32 main:581] : INFO : Epoch 1996 | loss: 0.0311682 | val_loss: 0.0311802 | Time: 2169.11 ms [2022-04-19 01:42:34 main:581] : INFO : Epoch 1997 | loss: 0.0311659 | val_loss: 0.0311727 | Time: 2176.46 ms [2022-04-19 01:42:36 main:581] : INFO : Epoch 1998 | loss: 0.0311624 | val_loss: 0.0311742 | Time: 2136.33 ms [2022-04-19 01:42:38 main:581] : INFO : Epoch 1999 | loss: 0.0311625 | val_loss: 0.0311726 | Time: 2152.19 ms [2022-04-19 01:42:40 main:581] : INFO : Epoch 2000 | loss: 0.0311616 | val_loss: 0.0311699 | Time: 2179.17 ms [2022-04-19 01:42:43 main:581] : INFO : Epoch 2001 | loss: 0.0311603 | val_loss: 0.0311702 | Time: 2168.14 ms [2022-04-19 01:42:45 main:581] : INFO : Epoch 2002 | loss: 0.031161 | val_loss: 0.0311762 | Time: 2164.17 ms [2022-04-19 01:42:47 main:581] : INFO : Epoch 2003 | loss: 0.0311608 | val_loss: 0.0311717 | Time: 2159.44 ms [2022-04-19 01:42:49 main:581] : INFO : Epoch 2004 | loss: 0.0311616 | val_loss: 0.0311796 | Time: 2152.71 ms [2022-04-19 01:42:51 main:581] : INFO : Epoch 2005 | loss: 0.0311626 | val_loss: 0.0311741 | Time: 2125.55 ms [2022-04-19 01:42:53 main:581] : INFO : Epoch 2006 | loss: 0.0311625 | val_loss: 0.0311732 | Time: 2132.36 ms [2022-04-19 01:42:55 main:581] : INFO : Epoch 2007 | loss: 0.0311615 | val_loss: 0.0311749 | Time: 2169.75 ms [2022-04-19 01:42:58 main:581] : INFO : Epoch 2008 | loss: 0.0311597 | val_loss: 0.0311706 | Time: 2164.39 ms [2022-04-19 01:43:00 main:581] : INFO : Epoch 2009 | loss: 0.0311594 | val_loss: 0.0311732 | Time: 2178.29 ms [2022-04-19 01:43:02 main:581] : INFO : Epoch 2010 | loss: 0.0311608 | val_loss: 0.0311701 | Time: 2164.39 ms [2022-04-19 01:43:04 main:581] : INFO : Epoch 2011 | loss: 0.0311608 | val_loss: 0.0311712 | Time: 2154.29 ms [2022-04-19 01:43:06 main:581] : INFO : Epoch 2012 | loss: 0.0311585 | val_loss: 0.0311727 | Time: 2162.67 ms [2022-04-19 01:43:08 main:581] : INFO : Epoch 2013 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 2149.02 ms [2022-04-19 01:43:11 main:581] : INFO : Epoch 2014 | loss: 0.0311579 | val_loss: 0.0311696 | Time: 2166.39 ms [2022-04-19 01:43:13 main:581] : INFO : Epoch 2015 | loss: 0.0311586 | val_loss: 0.0311714 | Time: 2185.03 ms [2022-04-19 01:43:15 main:581] : INFO : Epoch 2016 | loss: 0.0311581 | val_loss: 0.0311713 | Time: 2163.46 ms [2022-04-19 01:43:17 main:581] : INFO : Epoch 2017 | loss: 0.0311617 | val_loss: 0.0311745 | Time: 2154.63 ms [2022-04-19 01:43:19 main:581] : INFO : Epoch 2018 | loss: 0.0311624 | val_loss: 0.0311691 | Time: 2155.39 ms [2022-04-19 01:43:21 main:581] : INFO : Epoch 2019 | loss: 0.031165 | val_loss: 0.031175 | Time: 2166.12 ms [2022-04-19 01:43:24 main:581] : INFO : Epoch 2020 | loss: 0.0311624 | val_loss: 0.0311719 | Time: 2170.53 ms [2022-04-19 01:43:26 main:581] : INFO : Epoch 2021 | loss: 0.0311608 | val_loss: 0.0311716 | Time: 2158.01 ms [2022-04-19 01:43:28 main:581] : INFO : Epoch 2022 | loss: 0.0311585 | val_loss: 0.0311729 | Time: 2175.11 ms [2022-04-19 01:43:30 main:581] : INFO : Epoch 2023 | loss: 0.0311588 | val_loss: 0.0311722 | Time: 2158.76 ms [2022-04-19 01:43:32 main:581] : INFO : Epoch 2024 | loss: 0.0311562 | val_loss: 0.0311702 | Time: 2156.61 ms [2022-04-19 01:43:34 main:581] : INFO : Epoch 2025 | loss: 0.0311567 | val_loss: 0.0311702 | Time: 2162.42 ms [2022-04-19 01:43:37 main:581] : INFO : Epoch 2026 | loss: 0.0311564 | val_loss: 0.031168 | Time: 2150.14 ms [2022-04-19 01:43:39 main:581] : INFO : Epoch 2027 | loss: 0.0311579 | val_loss: 0.0311726 | Time: 2151.97 ms [2022-04-19 01:43:41 main:581] : INFO : Epoch 2028 | loss: 0.0311596 | val_loss: 0.0311712 | Time: 2180.11 ms [2022-04-19 01:43:43 main:581] : INFO : Epoch 2029 | loss: 0.0311593 | val_loss: 0.0311706 | Time: 2150.13 ms [2022-04-19 01:43:45 main:581] : INFO : Epoch 2030 | loss: 0.0311558 | val_loss: 0.0311706 | Time: 2136.46 ms [2022-04-19 01:43:47 main:581] : INFO : Epoch 2031 | loss: 0.0311571 | val_loss: 0.0311692 | Time: 2182.11 ms [2022-04-19 01:43:50 main:581] : INFO : Epoch 2032 | loss: 0.0311564 | val_loss: 0.0311749 | Time: 2177.74 ms [2022-04-19 01:43:52 main:581] : INFO : Epoch 2033 | loss: 0.0311583 | val_loss: 0.0311733 | Time: 2148.79 ms [2022-04-19 01:43:54 main:581] : INFO : Epoch 2034 | loss: 0.0311572 | val_loss: 0.0311734 | Time: 2168.92 ms [2022-04-19 01:43:56 main:581] : INFO : Epoch 2035 | loss: 0.0311569 | val_loss: 0.0311683 | Time: 2165.22 ms [2022-04-19 01:43:58 main:581] : INFO : Epoch 2036 | loss: 0.0311553 | val_loss: 0.0311686 | Time: 2172.95 ms [2022-04-19 01:44:00 main:581] : INFO : Epoch 2037 | loss: 0.0311546 | val_loss: 0.0311694 | Time: 2180.58 ms [2022-04-19 01:44:03 main:581] : INFO : Epoch 2038 | loss: 0.0311551 | val_loss: 0.031175 | Time: 2142.48 ms [2022-04-19 01:44:05 main:581] : INFO : Epoch 2039 | loss: 0.0311615 | val_loss: 0.0311739 | Time: 2154.04 ms [2022-04-19 01:44:07 main:581] : INFO : Epoch 2040 | loss: 0.0311591 | val_loss: 0.0311773 | Time: 2147.85 ms [2022-04-19 01:44:09 main:581] : INFO : Epoch 2041 | loss: 0.0311849 | val_loss: 0.031188 | Time: 2187.76 ms [2022-04-19 01:44:11 main:581] : INFO : Epoch 2042 | loss: 0.0311864 | val_loss: 0.0311856 | Time: 2170.79 ms [2022-04-19 01:44:13 main:581] : INFO : Epoch 2043 | loss: 0.0311826 | val_loss: 0.0311823 | Time: 2174.31 ms [2022-04-19 01:44:16 main:581] : INFO : Epoch 2044 | loss: 0.0311807 | val_loss: 0.0311839 | Time: 2166.06 ms [2022-04-19 01:44:18 main:581] : INFO : Epoch 2045 | loss: 0.0311813 | val_loss: 0.0311806 | Time: 2165.01 ms [2022-04-19 01:44:20 main:581] : INFO : Epoch 2046 | loss: 0.0311786 | val_loss: 0.0311802 | Time: 2162.7 ms [2022-04-19 01:44:22 main:581] : INFO : Epoch 2047 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 2158.49 ms [2022-04-19 01:44:24 main:581] : INFO : Epoch 2048 | loss: 0.0311767 | val_loss: 0.0311779 | Time: 2161.82 ms [2022-04-19 01:44:24 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311779 [2022-04-19 01:44:24 main:610] : INFO : Saving end state to config to file [2022-04-19 01:44:24 main:615] : INFO : Success, exiting.. 01:44:24 (303219): 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)