Task 10950398
| Name | ParityModified-1639958871-4747-2-0_0 |
| Workunit | 8244303 |
| Created | 22 Jan 2022, 5:49:00 UTC |
| Sent | 12 Feb 2022, 18:59:02 UTC |
| Report deadline | 20 Feb 2022, 18:59:02 UTC |
| Received | 13 Feb 2022, 12:13:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17996 |
| Run time | 1 hours 10 min 58 sec |
| CPU time | 1 hours 9 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,899.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311119 | val_loss: 0.031198 | Time: 2076.16 ms [2022-02-13 05:55:02 main:574] : INFO : Epoch 1543 | loss: 0.031107 | val_loss: 0.031183 | Time: 2077.37 ms [2022-02-13 05:55:04 main:574] : INFO : Epoch 1544 | loss: 0.0311034 | val_loss: 0.0312011 | Time: 2060.35 ms [2022-02-13 05:55:06 main:574] : INFO : Epoch 1545 | loss: 0.0311009 | val_loss: 0.0311988 | Time: 2080.46 ms [2022-02-13 05:55:08 main:574] : INFO : Epoch 1546 | loss: 0.0311031 | val_loss: 0.0312016 | Time: 2062.47 ms [2022-02-13 05:55:10 main:574] : INFO : Epoch 1547 | loss: 0.0311067 | val_loss: 0.0311951 | Time: 2102.41 ms [2022-02-13 05:55:13 main:574] : INFO : Epoch 1548 | loss: 0.0311038 | val_loss: 0.0311958 | Time: 2115.87 ms [2022-02-13 05:55:15 main:574] : INFO : Epoch 1549 | loss: 0.0311035 | val_loss: 0.0311866 | Time: 2086.8 ms [2022-02-13 05:55:17 main:574] : INFO : Epoch 1550 | loss: 0.0311096 | val_loss: 0.031196 | Time: 2062.33 ms [2022-02-13 05:55:19 main:574] : INFO : Epoch 1551 | loss: 0.031103 | val_loss: 0.0311924 | Time: 2068.11 ms [2022-02-13 05:55:21 main:574] : INFO : Epoch 1552 | loss: 0.031098 | val_loss: 0.0312017 | Time: 2069.67 ms [2022-02-13 05:55:23 main:574] : INFO : Epoch 1553 | loss: 0.0310982 | val_loss: 0.031195 | Time: 2101.54 ms [2022-02-13 05:55:25 main:574] : INFO : Epoch 1554 | loss: 0.0310946 | val_loss: 0.0312019 | Time: 2056.81 ms [2022-02-13 05:55:27 main:574] : INFO : Epoch 1555 | loss: 0.0310975 | val_loss: 0.0311945 | Time: 2039.49 ms [2022-02-13 05:55:29 main:574] : INFO : Epoch 1556 | loss: 0.0311023 | val_loss: 0.0312033 | Time: 2068.13 ms [2022-02-13 05:55:31 main:574] : INFO : Epoch 1557 | loss: 0.0310973 | val_loss: 0.0312085 | Time: 2031.18 ms [2022-02-13 05:55:33 main:574] : INFO : Epoch 1558 | loss: 0.0310994 | val_loss: 0.0311978 | Time: 2031.39 ms [2022-02-13 05:55:35 main:574] : INFO : Epoch 1559 | loss: 0.0311007 | val_loss: 0.0312041 | Time: 2059.59 ms [2022-02-13 05:55:37 main:574] : INFO : Epoch 1560 | loss: 0.0310982 | val_loss: 0.0311983 | Time: 2050.41 ms [2022-02-13 05:55:39 main:574] : INFO : Epoch 1561 | loss: 0.0311014 | val_loss: 0.0311889 | Time: 2075.31 ms [2022-02-13 05:55:42 main:574] : INFO : Epoch 1562 | loss: 0.0311083 | val_loss: 0.0311999 | Time: 2070.03 ms [2022-02-13 05:55:44 main:574] : INFO : Epoch 1563 | loss: 0.0311002 | val_loss: 0.0311927 | Time: 2113.61 ms [2022-02-13 05:55:46 main:574] : INFO : Epoch 1564 | loss: 0.0311028 | val_loss: 0.0311926 | Time: 2083.03 ms [2022-02-13 05:55:48 main:574] : INFO : Epoch 1565 | loss: 0.0310989 | val_loss: 0.0311963 | Time: 2062 ms [2022-02-13 05:55:50 main:574] : INFO : Epoch 1566 | loss: 0.0310992 | val_loss: 0.0311977 | Time: 2044.08 ms [2022-02-13 05:55:52 main:574] : INFO : Epoch 1567 | loss: 0.0310992 | val_loss: 0.0311896 | Time: 2080.05 ms [2022-02-13 05:55:54 main:574] : INFO : Epoch 1568 | loss: 0.0310979 | val_loss: 0.0312116 | Time: 2072.21 ms [2022-02-13 05:55:56 main:574] : INFO : Epoch 1569 | loss: 0.0311 | val_loss: 0.0311958 | Time: 2087.03 ms [2022-02-13 05:55:58 main:574] : INFO : Epoch 1570 | loss: 0.0310985 | val_loss: 0.0311903 | Time: 2047.31 ms [2022-02-13 05:56:00 main:574] : INFO : Epoch 1571 | loss: 0.0310961 | val_loss: 0.0311973 | Time: 2077.01 ms [2022-02-13 05:56:02 main:574] : INFO : Epoch 1572 | loss: 0.0310935 | val_loss: 0.0312039 | Time: 2061.67 ms [2022-02-13 05:56:04 main:574] : INFO : Epoch 1573 | loss: 0.0310935 | val_loss: 0.0311914 | Time: 2080.61 ms [2022-02-13 05:56:06 main:574] : INFO : Epoch 1574 | loss: 0.0310938 | val_loss: 0.031199 | Time: 2041.32 ms [2022-02-13 05:56:09 main:574] : INFO : Epoch 1575 | loss: 0.0310953 | val_loss: 0.0311951 | Time: 2063.01 ms [2022-02-13 05:56:11 main:574] : INFO : Epoch 1576 | loss: 0.0310962 | val_loss: 0.0311981 | Time: 2053.13 ms [2022-02-13 05:56:13 main:574] : INFO : Epoch 1577 | loss: 0.0310962 | val_loss: 0.0312018 | Time: 2045.01 ms [2022-02-13 05:56:15 main:574] : INFO : Epoch 1578 | loss: 0.0310959 | val_loss: 0.0312054 | Time: 2071.76 ms [2022-02-13 05:56:17 main:574] : INFO : Epoch 1579 | loss: 0.0310993 | val_loss: 0.031188 | Time: 2114.43 ms [2022-02-13 05:56:19 main:574] : INFO : Epoch 1580 | loss: 0.0311038 | val_loss: 0.0312039 | Time: 2123.55 ms [2022-02-13 05:56:21 main:574] : INFO : Epoch 1581 | loss: 0.0310971 | val_loss: 0.0312043 | Time: 2039.76 ms [2022-02-13 05:56:23 main:574] : INFO : Epoch 1582 | loss: 0.0310974 | val_loss: 0.0311979 | Time: 2072.75 ms [2022-02-13 05:56:25 main:574] : INFO : Epoch 1583 | loss: 0.0310989 | val_loss: 0.0311975 | Time: 2048.13 ms [2022-02-13 05:56:27 main:574] : INFO : Epoch 1584 | loss: 0.0311001 | val_loss: 0.0311914 | Time: 2063.23 ms [2022-02-13 05:56:29 main:574] : INFO : Epoch 1585 | loss: 0.0311074 | val_loss: 0.0311831 | Time: 2055.04 ms [2022-02-13 05:56:31 main:574] : INFO : Epoch 1586 | loss: 0.0311777 | val_loss: 0.0311809 | Time: 2060.96 ms [2022-02-13 05:56:33 main:574] : INFO : Epoch 1587 | loss: 0.0311758 | val_loss: 0.0311748 | Time: 2089.17 ms [2022-02-13 05:56:35 main:574] : INFO : Epoch 1588 | loss: 0.03117 | val_loss: 0.0311715 | Time: 2069.67 ms [2022-02-13 05:56:37 main:574] : INFO : Epoch 1589 | loss: 0.0311641 | val_loss: 0.0311677 | Time: 1980.46 ms [2022-02-13 05:56:40 main:574] : INFO : Epoch 1590 | loss: 0.0311603 | val_loss: 0.0311659 | Time: 1991.59 ms [2022-02-13 05:56:42 main:574] : INFO : Epoch 1591 | loss: 0.0311563 | val_loss: 0.0311642 | Time: 1998.89 ms [2022-02-13 05:56:44 main:574] : INFO : Epoch 1592 | loss: 0.0311546 | val_loss: 0.0311666 | Time: 2039.69 ms [2022-02-13 05:56:46 main:574] : INFO : Epoch 1593 | loss: 0.0311527 | val_loss: 0.0311648 | Time: 2065.2 ms [2022-02-13 05:56:48 main:574] : INFO : Epoch 1594 | loss: 0.0311529 | val_loss: 0.0311634 | Time: 2106.45 ms [2022-02-13 05:56:50 main:574] : INFO : Epoch 1595 | loss: 0.0311507 | val_loss: 0.0311662 | Time: 2047.85 ms [2022-02-13 05:56:52 main:574] : INFO : Epoch 1596 | loss: 0.0311498 | val_loss: 0.0311615 | Time: 1997.98 ms [2022-02-13 05:56:54 main:574] : INFO : Epoch 1597 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 2004.4 ms [2022-02-13 05:56:56 main:574] : INFO : Epoch 1598 | loss: 0.0311473 | val_loss: 0.0311626 | Time: 2034.03 ms [2022-02-13 05:56:58 main:574] : INFO : Epoch 1599 | loss: 0.0311459 | val_loss: 0.0311632 | Time: 2115.75 ms [2022-02-13 05:57:00 main:574] : INFO : Epoch 1600 | loss: 0.0311442 | val_loss: 0.0311642 | Time: 2084.84 ms [2022-02-13 05:57:02 main:574] : INFO : Epoch 1601 | loss: 0.0311434 | val_loss: 0.0311626 | Time: 2086.25 ms [2022-02-13 05:57:04 main:574] : INFO : Epoch 1602 | loss: 0.031142 | val_loss: 0.0311637 | Time: 2082.65 ms [2022-02-13 05:57:07 main:574] : INFO : Epoch 1603 | loss: 0.0311416 | val_loss: 0.0311644 | Time: 2082.15 ms [2022-02-13 05:57:09 main:574] : INFO : Epoch 1604 | loss: 0.0311409 | val_loss: 0.0311672 | Time: 2074.22 ms [2022-02-13 05:57:11 main:574] : INFO : Epoch 1605 | loss: 0.0311416 | val_loss: 0.0311637 | Time: 2085.88 ms [2022-02-13 05:57:13 main:574] : INFO : Epoch 1606 | loss: 0.0311405 | val_loss: 0.0311648 | Time: 2085.26 ms [2022-02-13 05:57:15 main:574] : INFO : Epoch 1607 | loss: 0.0311401 | val_loss: 0.0311692 | Time: 2076.34 ms [2022-02-13 05:57:17 main:574] : INFO : Epoch 1608 | loss: 0.0311394 | val_loss: 0.0311666 | Time: 2083.19 ms [2022-02-13 05:57:19 main:574] : INFO : Epoch 1609 | loss: 0.0311397 | val_loss: 0.0311687 | Time: 2041.3 ms [2022-02-13 05:57:21 main:574] : INFO : Epoch 1610 | loss: 0.0311389 | val_loss: 0.0311702 | Time: 2048.27 ms [2022-02-13 05:57:23 main:574] : INFO : Epoch 1611 | loss: 0.031138 | val_loss: 0.0311686 | Time: 2071.16 ms [2022-02-13 05:57:25 main:574] : INFO : Epoch 1612 | loss: 0.0311365 | val_loss: 0.0311675 | Time: 2107.6 ms [2022-02-13 05:57:27 main:574] : INFO : Epoch 1613 | loss: 0.0311368 | val_loss: 0.0311691 | Time: 2059.25 ms [2022-02-13 05:57:29 main:574] : INFO : Epoch 1614 | loss: 0.0311346 | val_loss: 0.0311684 | Time: 2091.69 ms [2022-02-13 05:57:32 main:574] : INFO : Epoch 1615 | loss: 0.0311341 | val_loss: 0.0311665 | Time: 2108.05 ms [2022-02-13 05:57:34 main:574] : INFO : Epoch 1616 | loss: 0.031134 | val_loss: 0.0311693 | Time: 2080.4 ms [2022-02-13 05:57:36 main:574] : INFO : Epoch 1617 | loss: 0.0311354 | val_loss: 0.0311684 | Time: 2054.36 ms [2022-02-13 05:57:38 main:574] : INFO : Epoch 1618 | loss: 0.0311353 | val_loss: 0.0311712 | Time: 2057.06 ms [2022-02-13 05:57:40 main:574] : INFO : Epoch 1619 | loss: 0.0311333 | val_loss: 0.0311693 | Time: 2063.25 ms [2022-02-13 05:57:42 main:574] : INFO : Epoch 1620 | loss: 0.0311357 | val_loss: 0.0311675 | Time: 2042.68 ms [2022-02-13 05:57:44 main:574] : INFO : Epoch 1621 | loss: 0.0311374 | val_loss: 0.0311731 | Time: 2051.58 ms [2022-02-13 05:57:46 main:574] : INFO : Epoch 1622 | loss: 0.0311387 | val_loss: 0.0311687 | Time: 2079.73 ms [2022-02-13 05:57:48 main:574] : INFO : Epoch 1623 | loss: 0.0311367 | val_loss: 0.031168 | Time: 2087.95 ms [2022-02-13 05:57:50 main:574] : INFO : Epoch 1624 | loss: 0.0311347 | val_loss: 0.0311696 | Time: 2071.75 ms [2022-02-13 05:57:52 main:574] : INFO : Epoch 1625 | loss: 0.031135 | val_loss: 0.03117 | Time: 2077.93 ms [2022-02-13 05:57:54 main:574] : INFO : Epoch 1626 | loss: 0.0311351 | val_loss: 0.0311723 | Time: 2069.67 ms [2022-02-13 05:57:56 main:574] : INFO : Epoch 1627 | loss: 0.0311318 | val_loss: 0.0311688 | Time: 2057.97 ms [2022-02-13 05:57:58 main:574] : INFO : Epoch 1628 | loss: 0.0311319 | val_loss: 0.0311718 | Time: 2056.11 ms [2022-02-13 05:58:01 main:574] : INFO : Epoch 1629 | loss: 0.0311319 | val_loss: 0.0311695 | Time: 2080.45 ms [2022-02-13 05:58:03 main:574] : INFO : Epoch 1630 | loss: 0.0311305 | val_loss: 0.0311676 | Time: 2061.87 ms [2022-02-13 05:58:05 main:574] : INFO : Epoch 1631 | loss: 0.0311318 | val_loss: 0.031171 | Time: 2085.7 ms [2022-02-13 05:58:07 main:574] : INFO : Epoch 1632 | loss: 0.0311283 | val_loss: 0.0311709 | Time: 2075.45 ms [2022-02-13 05:58:09 main:574] : INFO : Epoch 1633 | loss: 0.0311285 | val_loss: 0.0311718 | Time: 2063.43 ms [2022-02-13 05:58:11 main:574] : INFO : Epoch 1634 | loss: 0.0311318 | val_loss: 0.0311735 | Time: 2048.09 ms [2022-02-13 05:58:13 main:574] : INFO : Epoch 1635 | loss: 0.0311279 | val_loss: 0.0311737 | Time: 2086.72 ms [2022-02-13 05:58:15 main:574] : INFO : Epoch 1636 | loss: 0.0311271 | val_loss: 0.0311691 | Time: 2048.19 ms [2022-02-13 05:58:17 main:574] : INFO : Epoch 1637 | loss: 0.0311271 | val_loss: 0.0311719 | Time: 2047.07 ms [2022-02-13 05:58:19 main:574] : INFO : Epoch 1638 | loss: 0.0311273 | val_loss: 0.03117 | Time: 2059.26 ms [2022-02-13 05:58:21 main:574] : INFO : Epoch 1639 | loss: 0.0311293 | val_loss: 0.0311804 | Time: 2043.4 ms [2022-02-13 05:58:23 main:574] : INFO : Epoch 1640 | loss: 0.0311295 | val_loss: 0.031172 | Time: 2097.44 ms [2022-02-13 05:58:25 main:574] : INFO : Epoch 1641 | loss: 0.0311313 | val_loss: 0.0311734 | Time: 2072.09 ms [2022-02-13 05:58:27 main:574] : INFO : Epoch 1642 | loss: 0.0311305 | val_loss: 0.0311696 | Time: 2105.71 ms [2022-02-13 05:58:30 main:574] : INFO : Epoch 1643 | loss: 0.0311276 | val_loss: 0.0311723 | Time: 2060.61 ms [2022-02-13 05:58:32 main:574] : INFO : Epoch 1644 | loss: 0.0311281 | val_loss: 0.0311689 | Time: 2097.6 ms [2022-02-13 05:58:34 main:574] : INFO : Epoch 1645 | loss: 0.0311268 | val_loss: 0.0311718 | Time: 2081.2 ms [2022-02-13 05:58:36 main:574] : INFO : Epoch 1646 | loss: 0.0311275 | val_loss: 0.0311727 | Time: 2078.52 ms [2022-02-13 05:58:38 main:574] : INFO : Epoch 1647 | loss: 0.0311282 | val_loss: 0.0311697 | Time: 2075.4 ms [2022-02-13 05:58:40 main:574] : INFO : Epoch 1648 | loss: 0.031127 | val_loss: 0.0311728 | Time: 2075.06 ms [2022-02-13 05:58:42 main:574] : INFO : Epoch 1649 | loss: 0.0311271 | val_loss: 0.0311742 | Time: 2081.54 ms [2022-02-13 05:58:44 main:574] : INFO : Epoch 1650 | loss: 0.0311274 | val_loss: 0.0311669 | Time: 2067.03 ms [2022-02-13 05:58:46 main:574] : INFO : Epoch 1651 | loss: 0.0311251 | val_loss: 0.0311717 | Time: 2069.41 ms [2022-02-13 05:58:48 main:574] : INFO : Epoch 1652 | loss: 0.031127 | val_loss: 0.0311799 | Time: 2056.29 ms [2022-02-13 05:58:50 main:574] : INFO : Epoch 1653 | loss: 0.0311267 | val_loss: 0.0311701 | Time: 2082.39 ms [2022-02-13 05:58:52 main:574] : INFO : Epoch 1654 | loss: 0.0311291 | val_loss: 0.0311708 | Time: 2084.53 ms [2022-02-13 05:58:55 main:574] : INFO : Epoch 1655 | loss: 0.0311299 | val_loss: 0.031171 | Time: 2071.68 ms [2022-02-13 05:58:57 main:574] : INFO : Epoch 1656 | loss: 0.0311296 | val_loss: 0.0311737 | Time: 2026.27 ms [2022-02-13 05:58:59 main:574] : INFO : Epoch 1657 | loss: 0.031127 | val_loss: 0.0311726 | Time: 2042.57 ms [2022-02-13 05:59:01 main:574] : INFO : Epoch 1658 | loss: 0.0311272 | val_loss: 0.0311786 | Time: 2035.26 ms [2022-02-13 05:59:03 main:574] : INFO : Epoch 1659 | loss: 0.0311283 | val_loss: 0.0311679 | Time: 2074.79 ms [2022-02-13 05:59:05 main:574] : INFO : Epoch 1660 | loss: 0.0311366 | val_loss: 0.031173 | Time: 2054.67 ms [2022-02-13 05:59:07 main:574] : INFO : Epoch 1661 | loss: 0.0311309 | val_loss: 0.0311712 | Time: 2059.92 ms [2022-02-13 05:59:09 main:574] : INFO : Epoch 1662 | loss: 0.0311293 | val_loss: 0.0311774 | Time: 2023.37 ms [2022-02-13 05:59:11 main:574] : INFO : Epoch 1663 | loss: 0.0311275 | val_loss: 0.0311714 | Time: 2065.24 ms [2022-02-13 05:59:13 main:574] : INFO : Epoch 1664 | loss: 0.0311294 | val_loss: 0.0311772 | Time: 2040.53 ms [2022-02-13 05:59:15 main:574] : INFO : Epoch 1665 | loss: 0.0311288 | val_loss: 0.0311732 | Time: 2068.03 ms [2022-02-13 05:59:17 main:574] : INFO : Epoch 1666 | loss: 0.0311257 | val_loss: 0.0311719 | Time: 2091.1 ms [2022-02-13 05:59:19 main:574] : INFO : Epoch 1667 | loss: 0.0311247 | val_loss: 0.031182 | Time: 2084.43 ms [2022-02-13 05:59:21 main:574] : INFO : Epoch 1668 | loss: 0.031125 | val_loss: 0.0311765 | Time: 2052.54 ms [2022-02-13 05:59:23 main:574] : INFO : Epoch 1669 | loss: 0.0311253 | val_loss: 0.0311735 | Time: 2098.08 ms [2022-02-13 05:59:26 main:574] : INFO : Epoch 1670 | loss: 0.0311228 | val_loss: 0.031178 | Time: 2068.98 ms [2022-02-13 05:59:28 main:574] : INFO : Epoch 1671 | loss: 0.0311241 | val_loss: 0.0311737 | Time: 2075.89 ms [2022-02-13 05:59:30 main:574] : INFO : Epoch 1672 | loss: 0.0311226 | val_loss: 0.031177 | Time: 2077.02 ms [2022-02-13 05:59:32 main:574] : INFO : Epoch 1673 | loss: 0.031124 | val_loss: 0.0311752 | Time: 2082.31 ms [2022-02-13 05:59:34 main:574] : INFO : Epoch 1674 | loss: 0.0311252 | val_loss: 0.0311748 | Time: 2080.64 ms [2022-02-13 05:59:36 main:574] : INFO : Epoch 1675 | loss: 0.0311234 | val_loss: 0.0311804 | Time: 2096.48 ms [2022-02-13 05:59:38 main:574] : INFO : Epoch 1676 | loss: 0.0311256 | val_loss: 0.0311708 | Time: 2114.36 ms [2022-02-13 05:59:40 main:574] : INFO : Epoch 1677 | loss: 0.0311241 | val_loss: 0.0311717 | Time: 2114.66 ms [2022-02-13 05:59:42 main:574] : INFO : Epoch 1678 | loss: 0.0311225 | val_loss: 0.0311732 | Time: 2091.87 ms [2022-02-13 05:59:44 main:574] : INFO : Epoch 1679 | loss: 0.0311265 | val_loss: 0.0311775 | Time: 2070.33 ms [2022-02-13 05:59:46 main:574] : INFO : Epoch 1680 | loss: 0.0311212 | val_loss: 0.0311769 | Time: 2041.04 ms [2022-02-13 05:59:48 main:574] : INFO : Epoch 1681 | loss: 0.0311214 | val_loss: 0.0311708 | Time: 2062.77 ms [2022-02-13 05:59:51 main:574] : INFO : Epoch 1682 | loss: 0.0311209 | val_loss: 0.0311705 | Time: 2068.6 ms [2022-02-13 05:59:53 main:574] : INFO : Epoch 1683 | loss: 0.0311187 | val_loss: 0.0311788 | Time: 2059.91 ms [2022-02-13 05:59:55 main:574] : INFO : Epoch 1684 | loss: 0.0311201 | val_loss: 0.0311791 | Time: 2056.29 ms [2022-02-13 05:59:57 main:574] : INFO : Epoch 1685 | loss: 0.0311244 | val_loss: 0.0311839 | Time: 2058.75 ms [2022-02-13 05:59:59 main:574] : INFO : Epoch 1686 | loss: 0.0311254 | val_loss: 0.0311755 | Time: 2059.49 ms [2022-02-13 06:00:01 main:574] : INFO : Epoch 1687 | loss: 0.0311217 | val_loss: 0.0311757 | Time: 2067.62 ms [2022-02-13 06:00:03 main:574] : INFO : Epoch 1688 | loss: 0.03117 | val_loss: 0.0319305 | Time: 2058.09 ms [2022-02-13 06:00:05 main:574] : INFO : Epoch 1689 | loss: 0.0325031 | val_loss: 0.0318789 | Time: 2062.94 ms [2022-02-13 06:00:07 main:574] : INFO : Epoch 1690 | loss: 0.0317036 | val_loss: 0.031404 | Time: 2035.03 ms [2022-02-13 06:00:09 main:574] : INFO : Epoch 1691 | loss: 0.0313295 | val_loss: 0.0312863 | Time: 2089.23 ms [2022-02-13 06:00:11 main:574] : INFO : Epoch 1692 | loss: 0.0312613 | val_loss: 0.0312456 | Time: 2102.2 ms [2022-02-13 06:00:13 main:574] : INFO : Epoch 1693 | loss: 0.0312415 | val_loss: 0.031234 | Time: 2086.25 ms [2022-02-13 06:00:15 main:574] : INFO : Epoch 1694 | loss: 0.0312275 | val_loss: 0.0312207 | Time: 2065.39 ms [2022-02-13 06:00:18 main:574] : INFO : Epoch 1695 | loss: 0.0312123 | val_loss: 0.0312027 | Time: 2096.21 ms [2022-02-13 06:00:20 main:574] : INFO : Epoch 1696 | loss: 0.0311915 | val_loss: 0.0311787 | Time: 2058.26 ms [2022-02-13 06:00:22 main:574] : INFO : Epoch 1697 | loss: 0.0311785 | val_loss: 0.0311733 | Time: 2044.7 ms [2022-02-13 06:00:24 main:574] : INFO : Epoch 1698 | loss: 0.0311714 | val_loss: 0.0311684 | Time: 2054.65 ms [2022-02-13 06:00:26 main:574] : INFO : Epoch 1699 | loss: 0.0311644 | val_loss: 0.0311652 | Time: 2052.23 ms [2022-02-13 06:00:28 main:574] : INFO : Epoch 1700 | loss: 0.0311597 | val_loss: 0.0311641 | Time: 2086.26 ms [2022-02-13 06:00:30 main:574] : INFO : Epoch 1701 | loss: 0.0311552 | val_loss: 0.031161 | Time: 2112.11 ms [2022-02-13 06:00:32 main:574] : INFO : Epoch 1702 | loss: 0.0311521 | val_loss: 0.0311603 | Time: 2083.58 ms [2022-02-13 06:00:34 main:574] : INFO : Epoch 1703 | loss: 0.0311496 | val_loss: 0.0311597 | Time: 2078.81 ms [2022-02-13 06:00:36 main:574] : INFO : Epoch 1704 | loss: 0.0311479 | val_loss: 0.0311587 | Time: 2084.86 ms [2022-02-13 06:00:38 main:574] : INFO : Epoch 1705 | loss: 0.0311461 | val_loss: 0.0311582 | Time: 2090.91 ms [2022-02-13 06:00:40 main:574] : INFO : Epoch 1706 | loss: 0.0311443 | val_loss: 0.0311603 | Time: 2063.62 ms [2022-02-13 06:00:42 main:574] : INFO : Epoch 1707 | loss: 0.0311442 | val_loss: 0.0311603 | Time: 2070.89 ms [2022-02-13 06:00:45 main:574] : INFO : Epoch 1708 | loss: 0.0311438 | val_loss: 0.0311592 | Time: 2046.44 ms [2022-02-13 06:00:47 main:574] : INFO : Epoch 1709 | loss: 0.0311418 | val_loss: 0.0311596 | Time: 2057.53 ms [2022-02-13 06:00:49 main:574] : INFO : Epoch 1710 | loss: 0.0311408 | val_loss: 0.0311583 | Time: 2131.04 ms [2022-02-13 06:00:51 main:574] : INFO : Epoch 1711 | loss: 0.0311396 | val_loss: 0.0311581 | Time: 2080.66 ms [2022-02-13 06:00:53 main:574] : INFO : Epoch 1712 | loss: 0.0311389 | val_loss: 0.0311619 | Time: 2086.26 ms [2022-02-13 06:00:55 main:574] : INFO : Epoch 1713 | loss: 0.031138 | val_loss: 0.0311599 | Time: 2101.31 ms [2022-02-13 06:00:57 main:574] : INFO : Epoch 1714 | loss: 0.0311381 | val_loss: 0.0311621 | Time: 2074.04 ms [2022-02-13 06:00:59 main:574] : INFO : Epoch 1715 | loss: 0.0311385 | val_loss: 0.0311651 | Time: 2046.8 ms [2022-02-13 06:01:01 main:574] : INFO : Epoch 1716 | loss: 0.0311362 | val_loss: 0.0311593 | Time: 2098.87 ms [2022-02-13 06:01:03 main:574] : INFO : Epoch 1717 | loss: 0.031134 | val_loss: 0.0311602 | Time: 2087.51 ms [2022-02-13 06:01:05 main:574] : INFO : Epoch 1718 | loss: 0.0311328 | val_loss: 0.0311642 | Time: 2103.72 ms [2022-02-13 06:01:08 main:574] : INFO : Epoch 1719 | loss: 0.031134 | val_loss: 0.0311615 | Time: 2082.81 ms [2022-02-13 06:01:10 main:574] : INFO : Epoch 1720 | loss: 0.0311343 | val_loss: 0.0311655 | Time: 2090.15 ms [2022-02-13 06:01:12 main:574] : INFO : Epoch 1721 | loss: 0.0311317 | val_loss: 0.0311617 | Time: 2071.56 ms [2022-02-13 06:01:14 main:574] : INFO : Epoch 1722 | loss: 0.031133 | val_loss: 0.031161 | Time: 2075.95 ms [2022-02-13 06:01:16 main:574] : INFO : Epoch 1723 | loss: 0.0311316 | val_loss: 0.0311678 | Time: 2053.9 ms [2022-02-13 06:01:18 main:574] : INFO : Epoch 1724 | loss: 0.0311336 | val_loss: 0.0311653 | Time: 2069.12 ms [2022-02-13 06:01:20 main:574] : INFO : Epoch 1725 | loss: 0.0311327 | val_loss: 0.0311625 | Time: 2070.11 ms [2022-02-13 06:01:22 main:574] : INFO : Epoch 1726 | loss: 0.0311297 | val_loss: 0.0311634 | Time: 2080.65 ms [2022-02-13 06:01:24 main:574] : INFO : Epoch 1727 | loss: 0.0311301 | val_loss: 0.0311627 | Time: 2095.59 ms [2022-02-13 06:01:26 main:574] : INFO : Epoch 1728 | loss: 0.0311286 | val_loss: 0.0311675 | Time: 2075.29 ms [2022-02-13 06:01:28 main:574] : INFO : Epoch 1729 | loss: 0.031128 | val_loss: 0.031162 | Time: 2058.84 ms [2022-02-13 06:01:30 main:574] : INFO : Epoch 1730 | loss: 0.031129 | val_loss: 0.0311633 | Time: 2077.9 ms [2022-02-13 06:01:33 main:574] : INFO : Epoch 1731 | loss: 0.0311312 | val_loss: 0.0311698 | Time: 2046.54 ms [2022-02-13 06:01:35 main:574] : INFO : Epoch 1732 | loss: 0.0311293 | val_loss: 0.0311683 | Time: 2058.41 ms [2022-02-13 06:01:37 main:574] : INFO : Epoch 1733 | loss: 0.0311276 | val_loss: 0.0311676 | Time: 2046.43 ms [2022-02-13 06:01:39 main:574] : INFO : Epoch 1734 | loss: 0.0311277 | val_loss: 0.031164 | Time: 2044.42 ms [2022-02-13 06:01:41 main:574] : INFO : Epoch 1735 | loss: 0.0311267 | val_loss: 0.0311677 | Time: 2080.35 ms [2022-02-13 06:01:43 main:574] : INFO : Epoch 1736 | loss: 0.0311263 | val_loss: 0.0311657 | Time: 2057.41 ms [2022-02-13 06:01:45 main:574] : INFO : Epoch 1737 | loss: 0.0311259 | val_loss: 0.0311688 | Time: 2070.66 ms [2022-02-13 06:01:47 main:574] : INFO : Epoch 1738 | loss: 0.0311257 | val_loss: 0.0311641 | Time: 2055.61 ms [2022-02-13 06:01:49 main:574] : INFO : Epoch 1739 | loss: 0.0311269 | val_loss: 0.0311665 | Time: 2072.27 ms [2022-02-13 06:01:51 main:574] : INFO : Epoch 1740 | loss: 0.0311264 | val_loss: 0.0311682 | Time: 2068.26 ms [2022-02-13 06:01:53 main:574] : INFO : Epoch 1741 | loss: 0.0311275 | val_loss: 0.0311705 | Time: 2071.82 ms [2022-02-13 06:01:55 main:574] : INFO : Epoch 1742 | loss: 0.0311255 | val_loss: 0.0311729 | Time: 2055.5 ms [2022-02-13 06:01:57 main:574] : INFO : Epoch 1743 | loss: 0.0311253 | val_loss: 0.0311676 | Time: 2048.9 ms [2022-02-13 06:01:59 main:574] : INFO : Epoch 1744 | loss: 0.0311254 | val_loss: 0.0311688 | Time: 2051.31 ms [2022-02-13 06:02:01 main:574] : INFO : Epoch 1745 | loss: 0.0311253 | val_loss: 0.0311655 | Time: 2060.65 ms [2022-02-13 06:02:03 main:574] : INFO : Epoch 1746 | loss: 0.0311233 | val_loss: 0.0311708 | Time: 2070.46 ms [2022-02-13 06:02:06 main:574] : INFO : Epoch 1747 | loss: 0.0311212 | val_loss: 0.0311744 | Time: 2066.67 ms [2022-02-13 06:02:08 main:574] : INFO : Epoch 1748 | loss: 0.0311209 | val_loss: 0.0311714 | Time: 2059.12 ms [2022-02-13 06:02:10 main:574] : INFO : Epoch 1749 | loss: 0.0311241 | val_loss: 0.03117 | Time: 2080.86 ms [2022-02-13 06:02:12 main:574] : INFO : Epoch 1750 | loss: 0.0311232 | val_loss: 0.031177 | Time: 2051.87 ms [2022-02-13 06:02:14 main:574] : INFO : Epoch 1751 | loss: 0.0311253 | val_loss: 0.0311733 | Time: 2055.71 ms [2022-02-13 06:02:16 main:574] : INFO : Epoch 1752 | loss: 0.0311266 | val_loss: 0.0311717 | Time: 2087.23 ms [2022-02-13 06:02:18 main:574] : INFO : Epoch 1753 | loss: 0.0311247 | val_loss: 0.0311756 | Time: 2180.11 ms [2022-02-13 06:02:20 main:574] : INFO : Epoch 1754 | loss: 0.0311206 | val_loss: 0.0311744 | Time: 2140.61 ms [2022-02-13 06:02:22 main:574] : INFO : Epoch 1755 | loss: 0.031122 | val_loss: 0.0311673 | Time: 2056.82 ms [2022-02-13 06:02:24 main:574] : INFO : Epoch 1756 | loss: 0.031124 | val_loss: 0.0311735 | Time: 2073.25 ms [2022-02-13 06:02:27 main:574] : INFO : Epoch 1757 | loss: 0.0311233 | val_loss: 0.0311687 | Time: 2114.08 ms [2022-02-13 06:02:29 main:574] : INFO : Epoch 1758 | loss: 0.0311209 | val_loss: 0.0311672 | Time: 2084.79 ms [2022-02-13 06:02:31 main:574] : INFO : Epoch 1759 | loss: 0.0311237 | val_loss: 0.0311714 | Time: 2070.13 ms [2022-02-13 06:02:33 main:574] : INFO : Epoch 1760 | loss: 0.0311247 | val_loss: 0.031169 | Time: 2079.41 ms [2022-02-13 06:02:35 main:574] : INFO : Epoch 1761 | loss: 0.0311247 | val_loss: 0.0311691 | Time: 2126.79 ms [2022-02-13 06:02:37 main:574] : INFO : Epoch 1762 | loss: 0.0311222 | val_loss: 0.0311685 | Time: 2089.32 ms [2022-02-13 06:02:39 main:574] : INFO : Epoch 1763 | loss: 0.0311249 | val_loss: 0.0311699 | Time: 2082.29 ms [2022-02-13 06:02:41 main:574] : INFO : Epoch 1764 | loss: 0.0311212 | val_loss: 0.0311691 | Time: 2051.24 ms [2022-02-13 06:02:43 main:574] : INFO : Epoch 1765 | loss: 0.0311226 | val_loss: 0.0311703 | Time: 2051.68 ms [2022-02-13 06:02:45 main:574] : INFO : Epoch 1766 | loss: 0.0311208 | val_loss: 0.0311791 | Time: 2059.19 ms [2022-02-13 06:02:47 main:574] : INFO : Epoch 1767 | loss: 0.0311198 | val_loss: 0.0311661 | Time: 2057.83 ms [2022-02-13 06:02:49 main:574] : INFO : Epoch 1768 | loss: 0.0311204 | val_loss: 0.0311729 | Time: 2079.5 ms [2022-02-13 06:02:51 main:574] : INFO : Epoch 1769 | loss: 0.0311229 | val_loss: 0.0311737 | Time: 2045.71 ms [2022-02-13 06:02:54 main:574] : INFO : Epoch 1770 | loss: 0.0311214 | val_loss: 0.0311735 | Time: 2084.75 ms [2022-02-13 06:02:56 main:574] : INFO : Epoch 1771 | loss: 0.0311191 | val_loss: 0.0311729 | Time: 2081.72 ms [2022-02-13 06:02:58 main:574] : INFO : Epoch 1772 | loss: 0.0311234 | val_loss: 0.0311703 | Time: 2048.58 ms [2022-02-13 06:03:00 main:574] : INFO : Epoch 1773 | loss: 0.0311216 | val_loss: 0.0311691 | Time: 2034.66 ms [2022-02-13 06:03:02 main:574] : INFO : Epoch 1774 | loss: 0.0311223 | val_loss: 0.0311678 | Time: 2075.68 ms [2022-02-13 06:03:04 main:574] : INFO : Epoch 1775 | loss: 0.0311196 | val_loss: 0.0311727 | Time: 2099.42 ms [2022-02-13 06:03:06 main:574] : INFO : Epoch 1776 | loss: 0.0311209 | val_loss: 0.0311707 | Time: 2071.18 ms [2022-02-13 06:03:08 main:574] : INFO : Epoch 1777 | loss: 0.031121 | val_loss: 0.0311734 | Time: 2071.79 ms [2022-02-13 06:03:10 main:574] : INFO : Epoch 1778 | loss: 0.0311179 | val_loss: 0.0311803 | Time: 2071.61 ms [2022-02-13 06:03:12 main:574] : INFO : Epoch 1779 | loss: 0.031116 | val_loss: 0.0311813 | Time: 2067.5 ms [2022-02-13 06:03:14 main:574] : INFO : Epoch 1780 | loss: 0.0311215 | val_loss: 0.0311807 | Time: 2081.5 ms [2022-02-13 06:03:16 main:574] : INFO : Epoch 1781 | loss: 0.0311217 | val_loss: 0.0311699 | Time: 2034.62 ms [2022-02-13 06:03:18 main:574] : INFO : Epoch 1782 | loss: 0.0311191 | val_loss: 0.0311751 | Time: 2065.19 ms [2022-02-13 06:03:21 main:574] : INFO : Epoch 1783 | loss: 0.0311178 | val_loss: 0.0311737 | Time: 2094 ms [2022-02-13 06:03:23 main:574] : INFO : Epoch 1784 | loss: 0.0311186 | val_loss: 0.0311776 | Time: 2076.12 ms [2022-02-13 06:03:25 main:574] : INFO : Epoch 1785 | loss: 0.0311183 | val_loss: 0.0311755 | Time: 2077.21 ms [2022-02-13 06:03:27 main:574] : INFO : Epoch 1786 | loss: 0.0311163 | val_loss: 0.0311753 | Time: 2089.78 ms [2022-02-13 06:03:29 main:574] : INFO : Epoch 1787 | loss: 0.0311198 | val_loss: 0.0311734 | Time: 2069.81 ms [2022-02-13 06:03:31 main:574] : INFO : Epoch 1788 | loss: 0.0311208 | val_loss: 0.0311773 | Time: 2041.58 ms [2022-02-13 06:03:33 main:574] : INFO : Epoch 1789 | loss: 0.0311181 | val_loss: 0.0311781 | Time: 2102.23 ms [2022-02-13 06:03:35 main:574] : INFO : Epoch 1790 | loss: 0.0311158 | val_loss: 0.0311736 | Time: 2053.69 ms [2022-02-13 06:03:37 main:574] : INFO : Epoch 1791 | loss: 0.0311164 | val_loss: 0.0311735 | Time: 2083.71 ms [2022-02-13 06:03:39 main:574] : INFO : Epoch 1792 | loss: 0.0311142 | val_loss: 0.0311801 | Time: 2043.18 ms [2022-02-13 06:03:41 main:574] : INFO : Epoch 1793 | loss: 0.0311126 | val_loss: 0.03118 | Time: 2127.9 ms [2022-02-13 06:03:43 main:574] : INFO : Epoch 1794 | loss: 0.0311163 | val_loss: 0.0311686 | Time: 2101.72 ms [2022-02-13 06:03:46 main:574] : INFO : Epoch 1795 | loss: 0.0311165 | val_loss: 0.0311753 | Time: 2066.79 ms [2022-02-13 06:03:48 main:574] : INFO : Epoch 1796 | loss: 0.0311188 | val_loss: 0.0311719 | Time: 2064.52 ms [2022-02-13 06:03:50 main:574] : INFO : Epoch 1797 | loss: 0.0311207 | val_loss: 0.03117 | Time: 1996.63 ms [2022-02-13 06:03:52 main:574] : INFO : Epoch 1798 | loss: 0.0311176 | val_loss: 0.0311745 | Time: 1986.34 ms [2022-02-13 06:03:54 main:574] : INFO : Epoch 1799 | loss: 0.0311155 | val_loss: 0.0311761 | Time: 1997.89 ms [2022-02-13 06:03:56 main:574] : INFO : Epoch 1800 | loss: 0.0311142 | val_loss: 0.0311803 | Time: 2049.1 ms [2022-02-13 06:03:58 main:574] : INFO : Epoch 1801 | loss: 0.031115 | val_loss: 0.0311817 | Time: 2081.27 ms [2022-02-13 06:04:00 main:574] : INFO : Epoch 1802 | loss: 0.0311176 | val_loss: 0.0311803 | Time: 2071.86 ms [2022-02-13 06:04:02 main:574] : INFO : Epoch 1803 | loss: 0.0311163 | val_loss: 0.0311695 | Time: 2102.28 ms [2022-02-13 06:04:04 main:574] : INFO : Epoch 1804 | loss: 0.0311187 | val_loss: 0.0311781 | Time: 2088.55 ms [2022-02-13 06:04:06 main:574] : INFO : Epoch 1805 | loss: 0.0311173 | val_loss: 0.0311709 | Time: 2061.19 ms [2022-02-13 06:04:08 main:574] : INFO : Epoch 1806 | loss: 0.0311155 | val_loss: 0.0311749 | Time: 2083.46 ms [2022-02-13 06:04:11 main:574] : INFO : Epoch 1807 | loss: 0.0311149 | val_loss: 0.0311852 | Time: 2123.54 ms [2022-02-13 06:04:13 main:574] : INFO : Epoch 1808 | loss: 0.0311232 | val_loss: 0.0311679 | Time: 2103.72 ms [2022-02-13 06:04:15 main:574] : INFO : Epoch 1809 | loss: 0.0311214 | val_loss: 0.0311767 | Time: 2089.85 ms [2022-02-13 06:04:17 main:574] : INFO : Epoch 1810 | loss: 0.0311214 | val_loss: 0.031173 | Time: 2040.13 ms [2022-02-13 06:04:19 main:574] : INFO : Epoch 1811 | loss: 0.0311195 | val_loss: 0.0311861 | Time: 2064.56 ms [2022-02-13 06:04:21 main:574] : INFO : Epoch 1812 | loss: 0.0311166 | val_loss: 0.0311746 | Time: 2062.05 ms [2022-02-13 06:04:23 main:574] : INFO : Epoch 1813 | loss: 0.0311185 | val_loss: 0.0311828 | Time: 2072.27 ms [2022-02-13 06:04:25 main:574] : INFO : Epoch 1814 | loss: 0.0311148 | val_loss: 0.0311782 | Time: 2067.71 ms [2022-02-13 06:04:27 main:574] : INFO : Epoch 1815 | loss: 0.0311137 | val_loss: 0.0311764 | Time: 2068.83 ms [2022-02-13 06:04:29 main:574] : INFO : Epoch 1816 | loss: 0.0311144 | val_loss: 0.0311725 | Time: 2064.91 ms [2022-02-13 06:04:31 main:574] : INFO : Epoch 1817 | loss: 0.0311154 | val_loss: 0.0311818 | Time: 2082.07 ms [2022-02-13 06:04:33 main:574] : INFO : Epoch 1818 | loss: 0.0311195 | val_loss: 0.0311825 | Time: 2059.21 ms [2022-02-13 06:04:35 main:574] : INFO : Epoch 1819 | loss: 0.0311169 | val_loss: 0.0311751 | Time: 2064.2 ms [2022-02-13 06:04:37 main:574] : INFO : Epoch 1820 | loss: 0.031114 | val_loss: 0.0311802 | Time: 2057.07 ms [2022-02-13 06:04:40 main:574] : INFO : Epoch 1821 | loss: 0.0311131 | val_loss: 0.0311809 | Time: 2073.36 ms [2022-02-13 06:04:42 main:574] : INFO : Epoch 1822 | loss: 0.0311179 | val_loss: 0.0311779 | Time: 2067.03 ms [2022-02-13 06:04:44 main:574] : INFO : Epoch 1823 | loss: 0.0311174 | val_loss: 0.0311745 | Time: 2068.97 ms [2022-02-13 06:04:46 main:574] : INFO : Epoch 1824 | loss: 0.0311173 | val_loss: 0.0311743 | Time: 2097.33 ms [2022-02-13 06:04:48 main:574] : INFO : Epoch 1825 | loss: 0.031119 | val_loss: 0.0311748 | Time: 2068.26 ms [2022-02-13 06:04:50 main:574] : INFO : Epoch 1826 | loss: 0.0311139 | val_loss: 0.0311716 | Time: 2095.16 ms [2022-02-13 06:04:52 main:574] : INFO : Epoch 1827 | loss: 0.0311115 | val_loss: 0.0311771 | Time: 2192.13 ms [2022-02-13 06:04:54 main:574] : INFO : Epoch 1828 | loss: 0.0311132 | val_loss: 0.031179 | Time: 2095.81 ms [2022-02-13 06:04:56 main:574] : INFO : Epoch 1829 | loss: 0.0311128 | val_loss: 0.0311738 | Time: 2060.57 ms [2022-02-13 06:04:58 main:574] : INFO : Epoch 1830 | loss: 0.0311104 | val_loss: 0.0311795 | Time: 2049.06 ms [2022-02-13 06:05:00 main:574] : INFO : Epoch 1831 | loss: 0.0311127 | val_loss: 0.0311815 | Time: 2050.92 ms [2022-02-13 06:05:03 main:574] : INFO : Epoch 1832 | loss: 0.031111 | val_loss: 0.0311814 | Time: 2128.65 ms [2022-02-13 06:05:05 main:574] : INFO : Epoch 1833 | loss: 0.0311154 | val_loss: 0.031179 | Time: 2045.79 ms [2022-02-13 06:05:07 main:574] : INFO : Epoch 1834 | loss: 0.0311197 | val_loss: 0.0311784 | Time: 2088.65 ms [2022-02-13 06:05:09 main:574] : INFO : Epoch 1835 | loss: 0.0311263 | val_loss: 0.0311705 | Time: 2056.45 ms [2022-02-13 06:05:11 main:574] : INFO : Epoch 1836 | loss: 0.0311218 | val_loss: 0.031177 | Time: 2075.42 ms [2022-02-13 06:05:13 main:574] : INFO : Epoch 1837 | loss: 0.0311173 | val_loss: 0.0311768 | Time: 2069.38 ms [2022-02-13 06:05:15 main:574] : INFO : Epoch 1838 | loss: 0.0311146 | val_loss: 0.0311784 | Time: 2052.36 ms [2022-02-13 06:05:17 main:574] : INFO : Epoch 1839 | loss: 0.0311176 | val_loss: 0.0311784 | Time: 2066.86 ms [2022-02-13 06:05:19 main:574] : INFO : Epoch 1840 | loss: 0.0311169 | val_loss: 0.0311783 | Time: 2063.24 ms [2022-02-13 06:05:21 main:574] : INFO : Epoch 1841 | loss: 0.031114 | val_loss: 0.0311762 | Time: 2044.34 ms [2022-02-13 06:05:23 main:574] : INFO : Epoch 1842 | loss: 0.0311114 | val_loss: 0.0311821 | Time: 2067.69 ms [2022-02-13 06:05:25 main:574] : INFO : Epoch 1843 | loss: 0.0311101 | val_loss: 0.0311798 | Time: 2119.14 ms [2022-02-13 06:05:27 main:574] : INFO : Epoch 1844 | loss: 0.0311098 | val_loss: 0.0311855 | Time: 2090.12 ms [2022-02-13 06:05:30 main:574] : INFO : Epoch 1845 | loss: 0.0311139 | val_loss: 0.0311748 | Time: 2087.38 ms [2022-02-13 06:05:32 main:574] : INFO : Epoch 1846 | loss: 0.031129 | val_loss: 0.0311756 | Time: 2138.54 ms [2022-02-13 06:05:34 main:574] : INFO : Epoch 1847 | loss: 0.0311266 | val_loss: 0.0311832 | Time: 2072.41 ms [2022-02-13 06:05:36 main:574] : INFO : Epoch 1848 | loss: 0.0311242 | val_loss: 0.0311826 | Time: 2050.23 ms [2022-02-13 06:05:38 main:574] : INFO : Epoch 1849 | loss: 0.0311215 | val_loss: 0.0311741 | Time: 2140.8 ms [2022-02-13 06:05:40 main:574] : INFO : Epoch 1850 | loss: 0.0311288 | val_loss: 0.0311694 | Time: 2071.97 ms [2022-02-13 06:05:42 main:574] : INFO : Epoch 1851 | loss: 0.0311219 | val_loss: 0.0311752 | Time: 2096.76 ms [2022-02-13 06:05:44 main:574] : INFO : Epoch 1852 | loss: 0.0311757 | val_loss: 0.0312119 | Time: 2042.11 ms [2022-02-13 06:05:46 main:574] : INFO : Epoch 1853 | loss: 0.031209 | val_loss: 0.0312029 | Time: 2075.55 ms [2022-02-13 06:05:48 main:574] : INFO : Epoch 1854 | loss: 0.0311999 | val_loss: 0.0311971 | Time: 2070.72 ms [2022-02-13 06:05:50 main:574] : INFO : Epoch 1855 | loss: 0.0311925 | val_loss: 0.0311891 | Time: 2071.67 ms [2022-02-13 06:05:53 main:574] : INFO : Epoch 1856 | loss: 0.0311873 | val_loss: 0.0311898 | Time: 2067.45 ms [2022-02-13 06:05:55 main:574] : INFO : Epoch 1857 | loss: 0.0311848 | val_loss: 0.0311838 | Time: 2077.09 ms [2022-02-13 06:05:57 main:574] : INFO : Epoch 1858 | loss: 0.0311816 | val_loss: 0.0311833 | Time: 2068.54 ms [2022-02-13 06:05:59 main:574] : INFO : Epoch 1859 | loss: 0.031179 | val_loss: 0.0311819 | Time: 2060.71 ms [2022-02-13 06:06:01 main:574] : INFO : Epoch 1860 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 2062.73 ms [2022-02-13 06:06:03 main:574] : INFO : Epoch 1861 | loss: 0.0311766 | val_loss: 0.0311858 | Time: 2110.33 ms [2022-02-13 06:06:05 main:574] : INFO : Epoch 1862 | loss: 0.0311753 | val_loss: 0.0311803 | Time: 2056.1 ms [2022-02-13 06:06:07 main:574] : INFO : Epoch 1863 | loss: 0.0311743 | val_loss: 0.0311806 | Time: 2090.74 ms [2022-02-13 06:06:09 main:574] : INFO : Epoch 1864 | loss: 0.0311735 | val_loss: 0.0311813 | Time: 2078.49 ms [2022-02-13 06:06:11 main:574] : INFO : Epoch 1865 | loss: 0.0311728 | val_loss: 0.0311806 | Time: 2085.19 ms [2022-02-13 06:06:13 main:574] : INFO : Epoch 1866 | loss: 0.0311717 | val_loss: 0.0311801 | Time: 2162.34 ms [2022-02-13 06:06:16 main:574] : INFO : Epoch 1867 | loss: 0.0311726 | val_loss: 0.0311849 | Time: 2080.54 ms [2022-02-13 06:06:18 main:574] : INFO : Epoch 1868 | loss: 0.0311714 | val_loss: 0.0311799 | Time: 2056.85 ms [2022-02-13 06:06:20 main:574] : INFO : Epoch 1869 | loss: 0.0311698 | val_loss: 0.0311788 | Time: 2050.68 ms [2022-02-13 06:06:22 main:574] : INFO : Epoch 1870 | loss: 0.0311686 | val_loss: 0.0311799 | Time: 2077.29 ms [2022-02-13 06:06:24 main:574] : INFO : Epoch 1871 | loss: 0.031169 | val_loss: 0.0311808 | Time: 2064.14 ms [2022-02-13 06:06:26 main:574] : INFO : Epoch 1872 | loss: 0.0311689 | val_loss: 0.0311816 | Time: 2048.72 ms [2022-02-13 06:06:28 main:574] : INFO : Epoch 1873 | loss: 0.0311676 | val_loss: 0.031179 | Time: 2098.8 ms [2022-02-13 06:06:30 main:574] : INFO : Epoch 1874 | loss: 0.0311678 | val_loss: 0.0311784 | Time: 2052.14 ms [2022-02-13 06:06:32 main:574] : INFO : Epoch 1875 | loss: 0.0311666 | val_loss: 0.0311813 | Time: 2061.37 ms [2022-02-13 06:06:34 main:574] : INFO : Epoch 1876 | loss: 0.031168 | val_loss: 0.0311764 | Time: 2036.59 ms [2022-02-13 06:06:36 main:574] : INFO : Epoch 1877 | loss: 0.0311653 | val_loss: 0.0311775 | Time: 2063.36 ms [2022-02-13 06:06:38 main:574] : INFO : Epoch 1878 | loss: 0.0311664 | val_loss: 0.0311773 | Time: 2043.53 ms [2022-02-13 06:06:40 main:574] : INFO : Epoch 1879 | loss: 0.0311648 | val_loss: 0.031192 | Time: 1986.19 ms [2022-02-13 06:06:42 main:574] : INFO : Epoch 1880 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 1988.08 ms [2022-02-13 06:06:44 main:574] : INFO : Epoch 1881 | loss: 0.0311707 | val_loss: 0.0311759 | Time: 2005.99 ms [2022-02-13 06:06:46 main:574] : INFO : Epoch 1882 | loss: 0.0311688 | val_loss: 0.0311745 | Time: 2083.08 ms [2022-02-13 06:06:49 main:574] : INFO : Epoch 1883 | loss: 0.031169 | val_loss: 0.0311805 | Time: 2071.62 ms [2022-02-13 06:06:51 main:574] : INFO : Epoch 1884 | loss: 0.0311677 | val_loss: 0.0311754 | Time: 2073.76 ms [2022-02-13 06:06:53 main:574] : INFO : Epoch 1885 | loss: 0.0311639 | val_loss: 0.0311781 | Time: 1991.63 ms [2022-02-13 06:06:55 main:574] : INFO : Epoch 1886 | loss: 0.031163 | val_loss: 0.0311758 | Time: 1993.23 ms [2022-02-13 06:06:57 main:574] : INFO : Epoch 1887 | loss: 0.0311628 | val_loss: 0.0311766 | Time: 2033.99 ms [2022-02-13 06:06:59 main:574] : INFO : Epoch 1888 | loss: 0.0311626 | val_loss: 0.0311765 | Time: 2087.21 ms [2022-02-13 06:07:01 main:574] : INFO : Epoch 1889 | loss: 0.0311644 | val_loss: 0.0311802 | Time: 2063.44 ms [2022-02-13 06:07:03 main:574] : INFO : Epoch 1890 | loss: 0.0311608 | val_loss: 0.031177 | Time: 2090.08 ms [2022-02-13 06:07:05 main:574] : INFO : Epoch 1891 | loss: 0.0311597 | val_loss: 0.0311772 | Time: 2054.76 ms [2022-02-13 06:07:07 main:574] : INFO : Epoch 1892 | loss: 0.0311588 | val_loss: 0.0311788 | Time: 2072.07 ms [2022-02-13 06:07:09 main:574] : INFO : Epoch 1893 | loss: 0.031158 | val_loss: 0.031175 | Time: 2044.62 ms [2022-02-13 06:07:11 main:574] : INFO : Epoch 1894 | loss: 0.0311584 | val_loss: 0.0311768 | Time: 2075.86 ms [2022-02-13 06:07:13 main:574] : INFO : Epoch 1895 | loss: 0.031158 | val_loss: 0.0311768 | Time: 2039.04 ms [2022-02-13 06:07:15 main:574] : INFO : Epoch 1896 | loss: 0.0311579 | val_loss: 0.0311777 | Time: 2044.7 ms [2022-02-13 06:07:17 main:574] : INFO : Epoch 1897 | loss: 0.0311577 | val_loss: 0.0311779 | Time: 2059.37 ms [2022-02-13 06:07:19 main:574] : INFO : Epoch 1898 | loss: 0.0311591 | val_loss: 0.0311773 | Time: 2071.17 ms [2022-02-13 06:07:22 main:574] : INFO : Epoch 1899 | loss: 0.0311592 | val_loss: 0.0311785 | Time: 2062.46 ms [2022-02-13 06:07:24 main:574] : INFO : Epoch 1900 | loss: 0.0311611 | val_loss: 0.031175 | Time: 2093.45 ms [2022-02-13 06:07:26 main:574] : INFO : Epoch 1901 | loss: 0.0311586 | val_loss: 0.0311758 | Time: 2050.29 ms [2022-02-13 06:07:28 main:574] : INFO : Epoch 1902 | loss: 0.0311577 | val_loss: 0.0311763 | Time: 2063.03 ms [2022-02-13 06:07:30 main:574] : INFO : Epoch 1903 | loss: 0.0311568 | val_loss: 0.0311808 | Time: 2078.59 ms [2022-02-13 06:07:32 main:574] : INFO : Epoch 1904 | loss: 0.0311566 | val_loss: 0.0311762 | Time: 2101.96 ms [2022-02-13 06:07:34 main:574] : INFO : Epoch 1905 | loss: 0.031157 | val_loss: 0.0311791 | Time: 2053.35 ms [2022-02-13 06:07:36 main:574] : INFO : Epoch 1906 | loss: 0.031156 | val_loss: 0.0311787 | Time: 2079.69 ms [2022-02-13 06:07:38 main:574] : INFO : Epoch 1907 | loss: 0.0311551 | val_loss: 0.0311772 | Time: 2107.48 ms [2022-02-13 06:07:40 main:574] : INFO : Epoch 1908 | loss: 0.0311546 | val_loss: 0.0311789 | Time: 2042.58 ms [2022-02-13 06:07:42 main:574] : INFO : Epoch 1909 | loss: 0.0311541 | val_loss: 0.0311781 | Time: 2052.96 ms [2022-02-13 06:07:44 main:574] : INFO : Epoch 1910 | loss: 0.0311525 | val_loss: 0.0311799 | Time: 2100.19 ms [2022-02-13 06:07:46 main:574] : INFO : Epoch 1911 | loss: 0.0311533 | val_loss: 0.0311809 | Time: 2056.9 ms [2022-02-13 06:07:49 main:574] : INFO : Epoch 1912 | loss: 0.0311586 | val_loss: 0.0311789 | Time: 2083 ms [2022-02-13 06:07:51 main:574] : INFO : Epoch 1913 | loss: 0.0311611 | val_loss: 0.0311809 | Time: 2087.25 ms [2022-02-13 06:07:53 main:574] : INFO : Epoch 1914 | loss: 0.0311582 | val_loss: 0.0311828 | Time: 2104.93 ms [2022-02-13 06:07:55 main:574] : INFO : Epoch 1915 | loss: 0.0311575 | val_loss: 0.0311798 | Time: 2064.74 ms [2022-02-13 06:07:57 main:574] : INFO : Epoch 1916 | loss: 0.0311547 | val_loss: 0.0311779 | Time: 2121.09 ms [2022-02-13 06:07:59 main:574] : INFO : Epoch 1917 | loss: 0.0311516 | val_loss: 0.0311801 | Time: 2060.02 ms [2022-02-13 06:08:01 main:574] : INFO : Epoch 1918 | loss: 0.0311514 | val_loss: 0.0311787 | Time: 2060.98 ms [2022-02-13 06:08:03 main:574] : INFO : Epoch 1919 | loss: 0.0311513 | val_loss: 0.0311812 | Time: 2053.98 ms [2022-02-13 06:08:05 main:574] : INFO : Epoch 1920 | loss: 0.0311525 | val_loss: 0.0311829 | Time: 2076.16 ms [2022-02-13 06:08:07 main:574] : INFO : Epoch 1921 | loss: 0.0311504 | val_loss: 0.0311805 | Time: 2045.52 ms [2022-02-13 06:08:09 main:574] : INFO : Epoch 1922 | loss: 0.0311509 | val_loss: 0.0311792 | Time: 2053.75 ms [2022-02-13 06:08:11 main:574] : INFO : Epoch 1923 | loss: 0.0311496 | val_loss: 0.0311798 | Time: 2072.79 ms [2022-02-13 06:08:13 main:574] : INFO : Epoch 1924 | loss: 0.0311515 | val_loss: 0.0311814 | Time: 2052.02 ms [2022-02-13 06:08:16 main:574] : INFO : Epoch 1925 | loss: 0.0311513 | val_loss: 0.0311824 | Time: 2069.38 ms [2022-02-13 06:08:18 main:574] : INFO : Epoch 1926 | loss: 0.0311519 | val_loss: 0.0311843 | Time: 2071.49 ms [2022-02-13 06:08:20 main:574] : INFO : Epoch 1927 | loss: 0.031151 | val_loss: 0.0311789 | Time: 2095.66 ms [2022-02-13 06:08:22 main:574] : INFO : Epoch 1928 | loss: 0.0311514 | val_loss: 0.0311806 | Time: 2086.41 ms [2022-02-13 06:08:24 main:574] : INFO : Epoch 1929 | loss: 0.0311487 | val_loss: 0.0311822 | Time: 2075.99 ms [2022-02-13 06:08:26 main:574] : INFO : Epoch 1930 | loss: 0.0311504 | val_loss: 0.0311874 | Time: 2084.67 ms [2022-02-13 06:08:28 main:574] : INFO : Epoch 1931 | loss: 0.031149 | val_loss: 0.031182 | Time: 2076.95 ms [2022-02-13 06:08:30 main:574] : INFO : Epoch 1932 | loss: 0.0311484 | val_loss: 0.0311795 | Time: 2054.16 ms [2022-02-13 06:08:32 main:574] : INFO : Epoch 1933 | loss: 0.0311474 | val_loss: 0.0311792 | Time: 2113.49 ms [2022-02-13 06:08:34 main:574] : INFO : Epoch 1934 | loss: 0.0311464 | val_loss: 0.0311823 | Time: 2079.62 ms [2022-02-13 06:08:36 main:574] : INFO : Epoch 1935 | loss: 0.0311463 | val_loss: 0.0311843 | Time: 2069.26 ms [2022-02-13 06:08:39 main:574] : INFO : Epoch 1936 | loss: 0.0311489 | val_loss: 0.0311861 | Time: 2097.3 ms [2022-02-13 06:08:41 main:574] : INFO : Epoch 1937 | loss: 0.0311483 | val_loss: 0.0311788 | Time: 2090.35 ms [2022-02-13 06:08:43 main:574] : INFO : Epoch 1938 | loss: 0.0311499 | val_loss: 0.0311818 | Time: 2091.88 ms [2022-02-13 06:08:45 main:574] : INFO : Epoch 1939 | loss: 0.0311485 | val_loss: 0.0311822 | Time: 2079.02 ms [2022-02-13 06:08:47 main:574] : INFO : Epoch 1940 | loss: 0.0311469 | val_loss: 0.031182 | Time: 2041.57 ms [2022-02-13 06:08:49 main:574] : INFO : Epoch 1941 | loss: 0.0311452 | val_loss: 0.0311826 | Time: 2070.48 ms [2022-02-13 06:08:51 main:574] : INFO : Epoch 1942 | loss: 0.0311437 | val_loss: 0.0311849 | Time: 2064.98 ms [2022-02-13 06:08:53 main:574] : INFO : Epoch 1943 | loss: 0.0311461 | val_loss: 0.0311807 | Time: 2073.01 ms [2022-02-13 06:08:55 main:574] : INFO : Epoch 1944 | loss: 0.0311466 | val_loss: 0.0311814 | Time: 2106.86 ms [2022-02-13 06:08:57 main:574] : INFO : Epoch 1945 | loss: 0.0311436 | val_loss: 0.0311836 | Time: 2072.76 ms [2022-02-13 06:08:59 main:574] : INFO : Epoch 1946 | loss: 0.0311431 | val_loss: 0.0311837 | Time: 2104.66 ms [2022-02-13 06:09:01 main:574] : INFO : Epoch 1947 | loss: 0.0311446 | val_loss: 0.0311845 | Time: 2061.93 ms [2022-02-13 06:09:03 main:574] : INFO : Epoch 1948 | loss: 0.0311454 | val_loss: 0.0311833 | Time: 2045.06 ms [2022-02-13 06:09:06 main:574] : INFO : Epoch 1949 | loss: 0.0311436 | val_loss: 0.031194 | Time: 2021.31 ms [2022-02-13 06:09:08 main:574] : INFO : Epoch 1950 | loss: 0.0311457 | val_loss: 0.0311871 | Time: 2068.37 ms [2022-02-13 06:09:10 main:574] : INFO : Epoch 1951 | loss: 0.031143 | val_loss: 0.0311844 | Time: 2115.65 ms [2022-02-13 06:09:12 main:574] : INFO : Epoch 1952 | loss: 0.0311437 | val_loss: 0.0311918 | Time: 2062.18 ms [2022-02-13 06:09:14 main:574] : INFO : Epoch 1953 | loss: 0.0311484 | val_loss: 0.0311874 | Time: 2094.97 ms [2022-02-13 06:09:16 main:574] : INFO : Epoch 1954 | loss: 0.0311447 | val_loss: 0.0311869 | Time: 2050.84 ms [2022-02-13 06:09:18 main:574] : INFO : Epoch 1955 | loss: 0.0311452 | val_loss: 0.0311829 | Time: 2097.63 ms [2022-02-13 06:09:20 main:574] : INFO : Epoch 1956 | loss: 0.0311451 | val_loss: 0.0311885 | Time: 2066.07 ms [2022-02-13 06:09:22 main:574] : INFO : Epoch 1957 | loss: 0.031147 | val_loss: 0.0311819 | Time: 2064.11 ms [2022-02-13 06:09:24 main:574] : INFO : Epoch 1958 | loss: 0.0311525 | val_loss: 0.0311798 | Time: 2094.38 ms [2022-02-13 06:09:26 main:574] : INFO : Epoch 1959 | loss: 0.0311464 | val_loss: 0.0311852 | Time: 2089.53 ms [2022-02-13 06:09:28 main:574] : INFO : Epoch 1960 | loss: 0.0311458 | val_loss: 0.0311832 | Time: 2047.1 ms [2022-02-13 06:09:30 main:574] : INFO : Epoch 1961 | loss: 0.0311488 | val_loss: 0.0311799 | Time: 2053.38 ms [2022-02-13 06:09:33 main:574] : INFO : Epoch 1962 | loss: 0.0311628 | val_loss: 0.0311756 | Time: 2054.27 ms [2022-02-13 06:09:35 main:574] : INFO : Epoch 1963 | loss: 0.031165 | val_loss: 0.0311718 | Time: 2072.65 ms [2022-02-13 06:09:37 main:574] : INFO : Epoch 1964 | loss: 0.0311624 | val_loss: 0.031174 | Time: 2051.49 ms [2022-02-13 06:09:39 main:574] : INFO : Epoch 1965 | loss: 0.0311607 | val_loss: 0.0311717 | Time: 2068.63 ms [2022-02-13 06:09:41 main:574] : INFO : Epoch 1966 | loss: 0.0311577 | val_loss: 0.031174 | Time: 2087.86 ms [2022-02-13 06:09:43 main:574] : INFO : Epoch 1967 | loss: 0.0311572 | val_loss: 0.0311717 | Time: 2055.63 ms [2022-02-13 06:09:45 main:574] : INFO : Epoch 1968 | loss: 0.0311592 | val_loss: 0.0311802 | Time: 2096.06 ms [2022-02-13 06:09:47 main:574] : INFO : Epoch 1969 | loss: 0.0311545 | val_loss: 0.0311731 | Time: 2065.15 ms [2022-02-13 06:09:49 main:574] : INFO : Epoch 1970 | loss: 0.0311526 | val_loss: 0.0311734 | Time: 2064.97 ms [2022-02-13 06:09:51 main:574] : INFO : Epoch 1971 | loss: 0.031153 | val_loss: 0.0311739 | Time: 2042.9 ms [2022-02-13 06:09:53 main:574] : INFO : Epoch 1972 | loss: 0.0311513 | val_loss: 0.0311758 | Time: 2061.51 ms [2022-02-13 06:09:55 main:574] : INFO : Epoch 1973 | loss: 0.0311489 | val_loss: 0.0311771 | Time: 2075.68 ms [2022-02-13 06:09:57 main:574] : INFO : Epoch 1974 | loss: 0.0311483 | val_loss: 0.0311743 | Time: 2110.66 ms [2022-02-13 06:10:00 main:574] : INFO : Epoch 1975 | loss: 0.0311478 | val_loss: 0.0311765 | Time: 2088.57 ms [2022-02-13 06:10:02 main:574] : INFO : Epoch 1976 | loss: 0.0311476 | val_loss: 0.0311739 | Time: 2079.97 ms [2022-02-13 06:10:04 main:574] : INFO : Epoch 1977 | loss: 0.0311464 | val_loss: 0.0311729 | Time: 2082.91 ms [2022-02-13 06:10:06 main:574] : INFO : Epoch 1978 | loss: 0.0311456 | val_loss: 0.0311772 | Time: 2077.37 ms [2022-02-13 06:10:08 main:574] : INFO : Epoch 1979 | loss: 0.0311448 | val_loss: 0.0311757 | Time: 2112.13 ms [2022-02-13 06:10:10 main:574] : INFO : Epoch 1980 | loss: 0.0311476 | val_loss: 0.0311774 | Time: 2073.47 ms [2022-02-13 06:10:12 main:574] : INFO : Epoch 1981 | loss: 0.0311458 | val_loss: 0.0311735 | Time: 2087.9 ms [2022-02-13 06:10:14 main:574] : INFO : Epoch 1982 | loss: 0.0311448 | val_loss: 0.0311742 | Time: 2061.85 ms [2022-02-13 06:10:16 main:574] : INFO : Epoch 1983 | loss: 0.0311452 | val_loss: 0.0311777 | Time: 2059.03 ms [2022-02-13 06:10:18 main:574] : INFO : Epoch 1984 | loss: 0.0311492 | val_loss: 0.0311734 | Time: 2124.06 ms [2022-02-13 06:10:21 main:574] : INFO : Epoch 1985 | loss: 0.0311488 | val_loss: 0.0311782 | Time: 2119.03 ms [2022-02-13 06:10:23 main:574] : INFO : Epoch 1986 | loss: 0.0311487 | val_loss: 0.031172 | Time: 2089.46 ms [2022-02-13 06:10:25 main:574] : INFO : Epoch 1987 | loss: 0.0311459 | val_loss: 0.0311785 | Time: 2075.07 ms [2022-02-13 06:10:27 main:574] : INFO : Epoch 1988 | loss: 0.0311444 | val_loss: 0.0311758 | Time: 2063.84 ms [2022-02-13 06:10:29 main:574] : INFO : Epoch 1989 | loss: 0.0311457 | val_loss: 0.0311781 | Time: 2075.82 ms [2022-02-13 06:10:31 main:574] : INFO : Epoch 1990 | loss: 0.0311427 | val_loss: 0.0311802 | Time: 2023.37 ms [2022-02-13 06:10:33 main:574] : INFO : Epoch 1991 | loss: 0.0311431 | val_loss: 0.0311814 | Time: 2066.81 ms [2022-02-13 06:10:35 main:574] : INFO : Epoch 1992 | loss: 0.0311417 | val_loss: 0.0311855 | Time: 2069.64 ms [2022-02-13 06:10:37 main:574] : INFO : Epoch 1993 | loss: 0.0311445 | val_loss: 0.031177 | Time: 2081.3 ms [2022-02-13 06:10:39 main:574] : INFO : Epoch 1994 | loss: 0.0311425 | val_loss: 0.0311815 | Time: 2114.04 ms [2022-02-13 06:10:41 main:574] : INFO : Epoch 1995 | loss: 0.0311449 | val_loss: 0.0311754 | Time: 2078.39 ms [2022-02-13 06:10:43 main:574] : INFO : Epoch 1996 | loss: 0.0311506 | val_loss: 0.0311768 | Time: 2084.6 ms [2022-02-13 06:10:45 main:574] : INFO : Epoch 1997 | loss: 0.0311549 | val_loss: 0.0311718 | Time: 2083.31 ms [2022-02-13 06:10:48 main:574] : INFO : Epoch 1998 | loss: 0.0311564 | val_loss: 0.0311755 | Time: 2074.58 ms [2022-02-13 06:10:50 main:574] : INFO : Epoch 1999 | loss: 0.0311548 | val_loss: 0.0311739 | Time: 2044.07 ms [2022-02-13 06:10:52 main:574] : INFO : Epoch 2000 | loss: 0.0311504 | val_loss: 0.031179 | Time: 2072.86 ms [2022-02-13 06:10:54 main:574] : INFO : Epoch 2001 | loss: 0.0311494 | val_loss: 0.0311752 | Time: 2082.61 ms [2022-02-13 06:10:56 main:574] : INFO : Epoch 2002 | loss: 0.0311481 | val_loss: 0.0311798 | Time: 2091.81 ms [2022-02-13 06:10:58 main:574] : INFO : Epoch 2003 | loss: 0.0311611 | val_loss: 0.0311731 | Time: 2056.44 ms [2022-02-13 06:11:00 main:574] : INFO : Epoch 2004 | loss: 0.0311588 | val_loss: 0.0311735 | Time: 2056.08 ms [2022-02-13 06:11:02 main:574] : INFO : Epoch 2005 | loss: 0.0311634 | val_loss: 0.0311744 | Time: 2090.76 ms [2022-02-13 06:11:04 main:574] : INFO : Epoch 2006 | loss: 0.0311639 | val_loss: 0.0311768 | Time: 2067.76 ms [2022-02-13 06:11:06 main:574] : INFO : Epoch 2007 | loss: 0.0311623 | val_loss: 0.0311722 | Time: 2066.66 ms [2022-02-13 06:11:08 main:574] : INFO : Epoch 2008 | loss: 0.031159 | val_loss: 0.0311704 | Time: 2046.87 ms [2022-02-13 06:11:10 main:574] : INFO : Epoch 2009 | loss: 0.0311574 | val_loss: 0.0311722 | Time: 2059.1 ms [2022-02-13 06:11:12 main:574] : INFO : Epoch 2010 | loss: 0.0311556 | val_loss: 0.0311746 | Time: 2070.39 ms [2022-02-13 06:11:15 main:574] : INFO : Epoch 2011 | loss: 0.0311798 | val_loss: 0.0312082 | Time: 2078.84 ms [2022-02-13 06:11:17 main:574] : INFO : Epoch 2012 | loss: 0.0312151 | val_loss: 0.0312132 | Time: 2056.5 ms [2022-02-13 06:11:19 main:574] : INFO : Epoch 2013 | loss: 0.0312084 | val_loss: 0.03121 | Time: 2066.49 ms [2022-02-13 06:11:21 main:574] : INFO : Epoch 2014 | loss: 0.0312127 | val_loss: 0.0312226 | Time: 2044.75 ms [2022-02-13 06:11:23 main:574] : INFO : Epoch 2015 | loss: 0.0312304 | val_loss: 0.0312242 | Time: 2059.58 ms [2022-02-13 06:11:25 main:574] : INFO : Epoch 2016 | loss: 0.031225 | val_loss: 0.0312172 | Time: 2085.82 ms [2022-02-13 06:11:27 main:574] : INFO : Epoch 2017 | loss: 0.0312173 | val_loss: 0.0312118 | Time: 2090.05 ms [2022-02-13 06:11:29 main:574] : INFO : Epoch 2018 | loss: 0.0312141 | val_loss: 0.0312091 | Time: 2091.1 ms [2022-02-13 06:11:31 main:574] : INFO : Epoch 2019 | loss: 0.0312123 | val_loss: 0.0312075 | Time: 2102.96 ms [2022-02-13 06:11:33 main:574] : INFO : Epoch 2020 | loss: 0.0312097 | val_loss: 0.031206 | Time: 2124.08 ms [2022-02-13 06:11:35 main:574] : INFO : Epoch 2021 | loss: 0.0312087 | val_loss: 0.0312047 | Time: 2058.38 ms [2022-02-13 06:11:37 main:574] : INFO : Epoch 2022 | loss: 0.0312076 | val_loss: 0.0312055 | Time: 2068.69 ms [2022-02-13 06:11:40 main:574] : INFO : Epoch 2023 | loss: 0.0312066 | val_loss: 0.0312019 | Time: 2088.6 ms [2022-02-13 06:11:42 main:574] : INFO : Epoch 2024 | loss: 0.0312045 | val_loss: 0.0312008 | Time: 2088.94 ms [2022-02-13 06:11:44 main:574] : INFO : Epoch 2025 | loss: 0.0312039 | val_loss: 0.0312006 | Time: 2064.58 ms [2022-02-13 06:11:46 main:574] : INFO : Epoch 2026 | loss: 0.0312028 | val_loss: 0.0311991 | Time: 2083.74 ms [2022-02-13 06:11:48 main:574] : INFO : Epoch 2027 | loss: 0.0312017 | val_loss: 0.0312001 | Time: 2066.18 ms [2022-02-13 06:11:50 main:574] : INFO : Epoch 2028 | loss: 0.0312018 | val_loss: 0.0312002 | Time: 2068.38 ms [2022-02-13 06:11:52 main:574] : INFO : Epoch 2029 | loss: 0.0312005 | val_loss: 0.0311979 | Time: 2051.47 ms [2022-02-13 06:11:54 main:574] : INFO : Epoch 2030 | loss: 0.0311997 | val_loss: 0.0312 | Time: 2081.69 ms [2022-02-13 06:11:56 main:574] : INFO : Epoch 2031 | loss: 0.0312005 | val_loss: 0.0311979 | Time: 2062.61 ms [2022-02-13 06:11:58 main:574] : INFO : Epoch 2032 | loss: 0.0311975 | val_loss: 0.0311962 | Time: 2057.08 ms [2022-02-13 06:12:00 main:574] : INFO : Epoch 2033 | loss: 0.0311968 | val_loss: 0.0311953 | Time: 2093.77 ms [2022-02-13 06:12:02 main:574] : INFO : Epoch 2034 | loss: 0.0311959 | val_loss: 0.0311954 | Time: 2070.13 ms [2022-02-13 06:12:04 main:574] : INFO : Epoch 2035 | loss: 0.0311953 | val_loss: 0.031195 | Time: 2052.56 ms [2022-02-13 06:12:07 main:574] : INFO : Epoch 2036 | loss: 0.0311953 | val_loss: 0.0311949 | Time: 2090.61 ms [2022-02-13 06:12:09 main:574] : INFO : Epoch 2037 | loss: 0.0311954 | val_loss: 0.0311948 | Time: 2059.04 ms [2022-02-13 06:12:11 main:574] : INFO : Epoch 2038 | loss: 0.0311942 | val_loss: 0.0311945 | Time: 2054.5 ms [2022-02-13 06:12:13 main:574] : INFO : Epoch 2039 | loss: 0.0311935 | val_loss: 0.0311948 | Time: 2074.16 ms [2022-02-13 06:12:15 main:574] : INFO : Epoch 2040 | loss: 0.0311932 | val_loss: 0.0311957 | Time: 2078.67 ms [2022-02-13 06:12:17 main:574] : INFO : Epoch 2041 | loss: 0.0311952 | val_loss: 0.0311956 | Time: 2077.07 ms [2022-02-13 06:12:19 main:574] : INFO : Epoch 2042 | loss: 0.0311929 | val_loss: 0.0311953 | Time: 2106.05 ms [2022-02-13 06:12:21 main:574] : INFO : Epoch 2043 | loss: 0.0311926 | val_loss: 0.0311948 | Time: 2061.93 ms [2022-02-13 06:12:23 main:574] : INFO : Epoch 2044 | loss: 0.0311924 | val_loss: 0.0311961 | Time: 2091.65 ms [2022-02-13 06:12:25 main:574] : INFO : Epoch 2045 | loss: 0.0311921 | val_loss: 0.0311952 | Time: 2045.63 ms [2022-02-13 06:12:27 main:574] : INFO : Epoch 2046 | loss: 0.0311911 | val_loss: 0.0311939 | Time: 2049.53 ms [2022-02-13 06:12:29 main:574] : INFO : Epoch 2047 | loss: 0.0311914 | val_loss: 0.0311946 | Time: 2095.45 ms [2022-02-13 06:12:32 main:574] : INFO : Epoch 2048 | loss: 0.0311913 | val_loss: 0.0311939 | Time: 2086.42 ms [2022-02-13 06:12:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311939 [2022-02-13 06:12:32 main:603] : INFO : Saving end state to config to file [2022-02-13 06:12:32 main:608] : INFO : Success, exiting.. 06:12:32 (13480): 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)