Task 10198374
| Name | ParityModified-1638629418-31538-3-0_0 |
| Workunit | 7564044 |
| Created | 26 Dec 2021, 5:57:51 UTC |
| Sent | 11 Jan 2022, 0:03:39 UTC |
| Report deadline | 19 Jan 2022, 0:03:39 UTC |
| Received | 11 Jan 2022, 15:12:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 39 min 35 sec |
| CPU time | 1 hours 39 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.71 GB |
| Peak swap size | 4.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0311906 | val_loss: 0.0312024 | Time: 1565.38 ms [2022-01-11 08:58:21 main:574] : INFO : Epoch 1543 | loss: 0.0311903 | val_loss: 0.0312023 | Time: 1594.26 ms [2022-01-11 08:58:23 main:574] : INFO : Epoch 1544 | loss: 0.0311902 | val_loss: 0.0312034 | Time: 1556.05 ms [2022-01-11 08:58:24 main:574] : INFO : Epoch 1545 | loss: 0.0311933 | val_loss: 0.0312032 | Time: 1534.39 ms [2022-01-11 08:58:26 main:574] : INFO : Epoch 1546 | loss: 0.0311899 | val_loss: 0.0312022 | Time: 1583.76 ms [2022-01-11 08:58:27 main:574] : INFO : Epoch 1547 | loss: 0.031191 | val_loss: 0.0312036 | Time: 1569.13 ms [2022-01-11 08:58:29 main:574] : INFO : Epoch 1548 | loss: 0.0311927 | val_loss: 0.031205 | Time: 1531.62 ms [2022-01-11 08:58:30 main:574] : INFO : Epoch 1549 | loss: 0.0311919 | val_loss: 0.031202 | Time: 1552.36 ms [2022-01-11 08:58:32 main:574] : INFO : Epoch 1550 | loss: 0.0311926 | val_loss: 0.0312027 | Time: 1534.54 ms [2022-01-11 08:58:34 main:574] : INFO : Epoch 1551 | loss: 0.0311924 | val_loss: 0.0312023 | Time: 1562.04 ms [2022-01-11 08:58:35 main:574] : INFO : Epoch 1552 | loss: 0.0311929 | val_loss: 0.0312033 | Time: 1539.83 ms [2022-01-11 08:58:37 main:574] : INFO : Epoch 1553 | loss: 0.0311926 | val_loss: 0.0312044 | Time: 1540.25 ms [2022-01-11 08:58:38 main:574] : INFO : Epoch 1554 | loss: 0.031192 | val_loss: 0.0312054 | Time: 1564.69 ms [2022-01-11 08:58:40 main:574] : INFO : Epoch 1555 | loss: 0.0311928 | val_loss: 0.0312042 | Time: 1474.63 ms [2022-01-11 08:58:41 main:574] : INFO : Epoch 1556 | loss: 0.0311938 | val_loss: 0.0312045 | Time: 1511.08 ms [2022-01-11 08:58:43 main:574] : INFO : Epoch 1557 | loss: 0.0311932 | val_loss: 0.0312056 | Time: 1500.45 ms [2022-01-11 08:58:44 main:574] : INFO : Epoch 1558 | loss: 0.0311932 | val_loss: 0.0312047 | Time: 1500.68 ms [2022-01-11 08:58:46 main:574] : INFO : Epoch 1559 | loss: 0.0311938 | val_loss: 0.0312039 | Time: 1538.57 ms [2022-01-11 08:58:47 main:574] : INFO : Epoch 1560 | loss: 0.0311952 | val_loss: 0.0312093 | Time: 1551.15 ms [2022-01-11 08:58:49 main:574] : INFO : Epoch 1561 | loss: 0.0311967 | val_loss: 0.0312063 | Time: 1536.9 ms [2022-01-11 08:58:50 main:574] : INFO : Epoch 1562 | loss: 0.0311953 | val_loss: 0.0312032 | Time: 1530.23 ms [2022-01-11 08:58:52 main:574] : INFO : Epoch 1563 | loss: 0.0311967 | val_loss: 0.0312043 | Time: 1606.89 ms [2022-01-11 08:58:54 main:574] : INFO : Epoch 1564 | loss: 0.0312098 | val_loss: 0.0312184 | Time: 1598.43 ms [2022-01-11 08:58:55 main:574] : INFO : Epoch 1565 | loss: 0.0312115 | val_loss: 0.0312121 | Time: 1573.12 ms [2022-01-11 08:58:57 main:574] : INFO : Epoch 1566 | loss: 0.0312065 | val_loss: 0.0312073 | Time: 1561.46 ms [2022-01-11 08:58:58 main:574] : INFO : Epoch 1567 | loss: 0.0312039 | val_loss: 0.0312058 | Time: 1531.29 ms [2022-01-11 08:59:00 main:574] : INFO : Epoch 1568 | loss: 0.0312039 | val_loss: 0.0312056 | Time: 1540.66 ms [2022-01-11 08:59:01 main:574] : INFO : Epoch 1569 | loss: 0.0312036 | val_loss: 0.031204 | Time: 1558.95 ms [2022-01-11 08:59:03 main:574] : INFO : Epoch 1570 | loss: 0.0312012 | val_loss: 0.0312046 | Time: 1516.66 ms [2022-01-11 08:59:04 main:574] : INFO : Epoch 1571 | loss: 0.0311996 | val_loss: 0.0312049 | Time: 1573.36 ms [2022-01-11 08:59:06 main:574] : INFO : Epoch 1572 | loss: 0.0311998 | val_loss: 0.0312034 | Time: 1565.87 ms [2022-01-11 08:59:08 main:574] : INFO : Epoch 1573 | loss: 0.0311994 | val_loss: 0.0312049 | Time: 1536.75 ms [2022-01-11 08:59:09 main:574] : INFO : Epoch 1574 | loss: 0.0312017 | val_loss: 0.0312064 | Time: 1572.75 ms [2022-01-11 08:59:11 main:574] : INFO : Epoch 1575 | loss: 0.031202 | val_loss: 0.0312065 | Time: 1555.07 ms [2022-01-11 08:59:12 main:574] : INFO : Epoch 1576 | loss: 0.0312013 | val_loss: 0.0312035 | Time: 1592.02 ms [2022-01-11 08:59:14 main:574] : INFO : Epoch 1577 | loss: 0.0312026 | val_loss: 0.0312074 | Time: 1575.04 ms [2022-01-11 08:59:15 main:574] : INFO : Epoch 1578 | loss: 0.0312028 | val_loss: 0.0312069 | Time: 1511.46 ms [2022-01-11 08:59:17 main:574] : INFO : Epoch 1579 | loss: 0.0312032 | val_loss: 0.0312058 | Time: 1506.65 ms [2022-01-11 08:59:18 main:574] : INFO : Epoch 1580 | loss: 0.0312032 | val_loss: 0.0312065 | Time: 1504.67 ms [2022-01-11 08:59:20 main:574] : INFO : Epoch 1581 | loss: 0.0312021 | val_loss: 0.0312053 | Time: 1536.7 ms [2022-01-11 08:59:22 main:574] : INFO : Epoch 1582 | loss: 0.0312013 | val_loss: 0.0312053 | Time: 1596.18 ms [2022-01-11 08:59:23 main:574] : INFO : Epoch 1583 | loss: 0.0312024 | val_loss: 0.0312074 | Time: 1550 ms [2022-01-11 08:59:25 main:574] : INFO : Epoch 1584 | loss: 0.031201 | val_loss: 0.0312044 | Time: 1558.21 ms [2022-01-11 08:59:26 main:574] : INFO : Epoch 1585 | loss: 0.0311997 | val_loss: 0.0312036 | Time: 1550.24 ms [2022-01-11 08:59:28 main:574] : INFO : Epoch 1586 | loss: 0.031199 | val_loss: 0.0312058 | Time: 1531.69 ms [2022-01-11 08:59:29 main:574] : INFO : Epoch 1587 | loss: 0.0311991 | val_loss: 0.0312041 | Time: 1525.13 ms [2022-01-11 08:59:31 main:574] : INFO : Epoch 1588 | loss: 0.031198 | val_loss: 0.0312032 | Time: 1537.39 ms [2022-01-11 08:59:32 main:574] : INFO : Epoch 1589 | loss: 0.0311979 | val_loss: 0.0312037 | Time: 1560.89 ms [2022-01-11 08:59:34 main:574] : INFO : Epoch 1590 | loss: 0.0311984 | val_loss: 0.0312022 | Time: 1572.77 ms [2022-01-11 08:59:35 main:574] : INFO : Epoch 1591 | loss: 0.0312019 | val_loss: 0.0312052 | Time: 1554.68 ms [2022-01-11 08:59:37 main:574] : INFO : Epoch 1592 | loss: 0.0312007 | val_loss: 0.0312027 | Time: 1544.77 ms [2022-01-11 08:59:39 main:574] : INFO : Epoch 1593 | loss: 0.0311984 | val_loss: 0.0312065 | Time: 1529.69 ms [2022-01-11 08:59:40 main:574] : INFO : Epoch 1594 | loss: 0.0311989 | val_loss: 0.0312032 | Time: 1540.31 ms [2022-01-11 08:59:42 main:574] : INFO : Epoch 1595 | loss: 0.0311977 | val_loss: 0.0312026 | Time: 1569.3 ms [2022-01-11 08:59:43 main:574] : INFO : Epoch 1596 | loss: 0.0311966 | val_loss: 0.0312033 | Time: 1572.47 ms [2022-01-11 08:59:45 main:574] : INFO : Epoch 1597 | loss: 0.031197 | val_loss: 0.0312033 | Time: 1530.24 ms [2022-01-11 08:59:46 main:574] : INFO : Epoch 1598 | loss: 0.0311967 | val_loss: 0.0312032 | Time: 1522.61 ms [2022-01-11 08:59:48 main:574] : INFO : Epoch 1599 | loss: 0.0311961 | val_loss: 0.0312039 | Time: 1529.38 ms [2022-01-11 08:59:49 main:574] : INFO : Epoch 1600 | loss: 0.0311981 | val_loss: 0.0312037 | Time: 1492.28 ms [2022-01-11 08:59:51 main:574] : INFO : Epoch 1601 | loss: 0.0311989 | val_loss: 0.0312039 | Time: 1515.61 ms [2022-01-11 08:59:52 main:574] : INFO : Epoch 1602 | loss: 0.0312008 | val_loss: 0.0312046 | Time: 1538.92 ms [2022-01-11 08:59:54 main:574] : INFO : Epoch 1603 | loss: 0.0311993 | val_loss: 0.0312044 | Time: 1547.12 ms [2022-01-11 08:59:55 main:574] : INFO : Epoch 1604 | loss: 0.0311995 | val_loss: 0.0312063 | Time: 1547.34 ms [2022-01-11 08:59:57 main:574] : INFO : Epoch 1605 | loss: 0.0311989 | val_loss: 0.0312051 | Time: 1557.91 ms [2022-01-11 08:59:59 main:574] : INFO : Epoch 1606 | loss: 0.0311976 | val_loss: 0.0312047 | Time: 1561.23 ms [2022-01-11 09:00:00 main:574] : INFO : Epoch 1607 | loss: 0.0311979 | val_loss: 0.0312046 | Time: 1591.82 ms [2022-01-11 09:00:02 main:574] : INFO : Epoch 1608 | loss: 0.031197 | val_loss: 0.0312075 | Time: 1583.73 ms [2022-01-11 09:00:03 main:574] : INFO : Epoch 1609 | loss: 0.0311992 | val_loss: 0.0312044 | Time: 1544.16 ms [2022-01-11 09:00:05 main:574] : INFO : Epoch 1610 | loss: 0.0311988 | val_loss: 0.0312029 | Time: 1518.56 ms [2022-01-11 09:00:06 main:574] : INFO : Epoch 1611 | loss: 0.0312018 | val_loss: 0.0312082 | Time: 1565.37 ms [2022-01-11 09:00:08 main:574] : INFO : Epoch 1612 | loss: 0.0311991 | val_loss: 0.0312031 | Time: 1586.82 ms [2022-01-11 09:00:10 main:574] : INFO : Epoch 1613 | loss: 0.0311975 | val_loss: 0.0312057 | Time: 1575.11 ms [2022-01-11 09:00:11 main:574] : INFO : Epoch 1614 | loss: 0.031197 | val_loss: 0.0312037 | Time: 1572.15 ms [2022-01-11 09:00:13 main:574] : INFO : Epoch 1615 | loss: 0.0311977 | val_loss: 0.0312043 | Time: 1511.16 ms [2022-01-11 09:00:14 main:574] : INFO : Epoch 1616 | loss: 0.0311991 | val_loss: 0.0312039 | Time: 1609.83 ms [2022-01-11 09:00:16 main:574] : INFO : Epoch 1617 | loss: 0.0311969 | val_loss: 0.0312061 | Time: 1570.54 ms [2022-01-11 09:00:17 main:574] : INFO : Epoch 1618 | loss: 0.0311964 | val_loss: 0.0312048 | Time: 1577.04 ms [2022-01-11 09:00:19 main:574] : INFO : Epoch 1619 | loss: 0.0311973 | val_loss: 0.0312083 | Time: 1580.12 ms [2022-01-11 09:00:21 main:574] : INFO : Epoch 1620 | loss: 0.0311976 | val_loss: 0.0312053 | Time: 1535.96 ms [2022-01-11 09:00:22 main:574] : INFO : Epoch 1621 | loss: 0.0311974 | val_loss: 0.0312047 | Time: 1570.75 ms [2022-01-11 09:00:24 main:574] : INFO : Epoch 1622 | loss: 0.0311969 | val_loss: 0.0312065 | Time: 1627.31 ms [2022-01-11 09:00:25 main:574] : INFO : Epoch 1623 | loss: 0.0311963 | val_loss: 0.0312039 | Time: 1582.06 ms [2022-01-11 09:00:27 main:574] : INFO : Epoch 1624 | loss: 0.0311966 | val_loss: 0.0312056 | Time: 1581.54 ms [2022-01-11 09:00:29 main:574] : INFO : Epoch 1625 | loss: 0.0311954 | val_loss: 0.0312037 | Time: 1571.75 ms [2022-01-11 09:00:30 main:574] : INFO : Epoch 1626 | loss: 0.0311935 | val_loss: 0.0312032 | Time: 1559.37 ms [2022-01-11 09:00:32 main:574] : INFO : Epoch 1627 | loss: 0.0311944 | val_loss: 0.0312035 | Time: 1563.73 ms [2022-01-11 09:00:33 main:574] : INFO : Epoch 1628 | loss: 0.0311929 | val_loss: 0.0312035 | Time: 1514.35 ms [2022-01-11 09:00:35 main:574] : INFO : Epoch 1629 | loss: 0.0311937 | val_loss: 0.0312037 | Time: 1563.84 ms [2022-01-11 09:00:36 main:574] : INFO : Epoch 1630 | loss: 0.0311938 | val_loss: 0.0312042 | Time: 1575.02 ms [2022-01-11 09:00:38 main:574] : INFO : Epoch 1631 | loss: 0.0311935 | val_loss: 0.0312032 | Time: 1541.48 ms [2022-01-11 09:00:39 main:574] : INFO : Epoch 1632 | loss: 0.0311925 | val_loss: 0.0312024 | Time: 1542.68 ms [2022-01-11 09:00:41 main:574] : INFO : Epoch 1633 | loss: 0.0311941 | val_loss: 0.0312025 | Time: 1503.8 ms [2022-01-11 09:00:42 main:574] : INFO : Epoch 1634 | loss: 0.0311938 | val_loss: 0.0312035 | Time: 1494.26 ms [2022-01-11 09:00:44 main:574] : INFO : Epoch 1635 | loss: 0.0311932 | val_loss: 0.0312034 | Time: 1534.17 ms [2022-01-11 09:00:46 main:574] : INFO : Epoch 1636 | loss: 0.0311942 | val_loss: 0.0312071 | Time: 1582.54 ms [2022-01-11 09:00:47 main:574] : INFO : Epoch 1637 | loss: 0.0311972 | val_loss: 0.031209 | Time: 1508.74 ms [2022-01-11 09:00:49 main:574] : INFO : Epoch 1638 | loss: 0.0311971 | val_loss: 0.0312036 | Time: 1545.17 ms [2022-01-11 09:00:50 main:574] : INFO : Epoch 1639 | loss: 0.0311963 | val_loss: 0.0312061 | Time: 1552.52 ms [2022-01-11 09:00:52 main:574] : INFO : Epoch 1640 | loss: 0.0311969 | val_loss: 0.0312026 | Time: 1567.03 ms [2022-01-11 09:00:53 main:574] : INFO : Epoch 1641 | loss: 0.031198 | val_loss: 0.0312074 | Time: 1549.43 ms [2022-01-11 09:00:55 main:574] : INFO : Epoch 1642 | loss: 0.031202 | val_loss: 0.0312039 | Time: 1611.21 ms [2022-01-11 09:00:56 main:574] : INFO : Epoch 1643 | loss: 0.0312005 | val_loss: 0.031204 | Time: 1542.92 ms [2022-01-11 09:00:58 main:574] : INFO : Epoch 1644 | loss: 0.0311997 | val_loss: 0.0312036 | Time: 1569.79 ms [2022-01-11 09:01:00 main:574] : INFO : Epoch 1645 | loss: 0.0311989 | val_loss: 0.0312053 | Time: 1560.54 ms [2022-01-11 09:01:01 main:574] : INFO : Epoch 1646 | loss: 0.031201 | val_loss: 0.0312038 | Time: 1583.15 ms [2022-01-11 09:01:03 main:574] : INFO : Epoch 1647 | loss: 0.031198 | val_loss: 0.0312024 | Time: 1495.68 ms [2022-01-11 09:01:04 main:574] : INFO : Epoch 1648 | loss: 0.0311966 | val_loss: 0.0312032 | Time: 1560.19 ms [2022-01-11 09:01:06 main:574] : INFO : Epoch 1649 | loss: 0.0311967 | val_loss: 0.0312053 | Time: 1531.91 ms [2022-01-11 09:01:07 main:574] : INFO : Epoch 1650 | loss: 0.0311999 | val_loss: 0.0312061 | Time: 1543.38 ms [2022-01-11 09:01:09 main:574] : INFO : Epoch 1651 | loss: 0.0312003 | val_loss: 0.0312037 | Time: 1569.67 ms [2022-01-11 09:01:10 main:574] : INFO : Epoch 1652 | loss: 0.0311998 | val_loss: 0.0312052 | Time: 1545.48 ms [2022-01-11 09:01:12 main:574] : INFO : Epoch 1653 | loss: 0.0311974 | val_loss: 0.0312015 | Time: 1552.68 ms [2022-01-11 09:01:14 main:574] : INFO : Epoch 1654 | loss: 0.0311959 | val_loss: 0.0312026 | Time: 1546.44 ms [2022-01-11 09:01:15 main:574] : INFO : Epoch 1655 | loss: 0.031197 | val_loss: 0.0312013 | Time: 1532.9 ms [2022-01-11 09:01:17 main:574] : INFO : Epoch 1656 | loss: 0.0311951 | val_loss: 0.0312011 | Time: 1535.48 ms [2022-01-11 09:01:18 main:574] : INFO : Epoch 1657 | loss: 0.0311954 | val_loss: 0.0312014 | Time: 1513.4 ms [2022-01-11 09:01:20 main:574] : INFO : Epoch 1658 | loss: 0.0311945 | val_loss: 0.0312009 | Time: 1538.2 ms [2022-01-11 09:01:21 main:574] : INFO : Epoch 1659 | loss: 0.0311947 | val_loss: 0.0312031 | Time: 1556.21 ms [2022-01-11 09:01:23 main:574] : INFO : Epoch 1660 | loss: 0.0311952 | val_loss: 0.0312016 | Time: 1537.61 ms [2022-01-11 09:01:24 main:574] : INFO : Epoch 1661 | loss: 0.031195 | val_loss: 0.0312026 | Time: 1553.81 ms [2022-01-11 09:01:26 main:574] : INFO : Epoch 1662 | loss: 0.0311949 | val_loss: 0.0312024 | Time: 1565.81 ms [2022-01-11 09:01:27 main:574] : INFO : Epoch 1663 | loss: 0.0311948 | val_loss: 0.0312019 | Time: 1551.41 ms [2022-01-11 09:01:29 main:574] : INFO : Epoch 1664 | loss: 0.0311951 | val_loss: 0.031202 | Time: 1503.47 ms [2022-01-11 09:01:30 main:574] : INFO : Epoch 1665 | loss: 0.0311948 | val_loss: 0.0312019 | Time: 1558.87 ms [2022-01-11 09:01:32 main:574] : INFO : Epoch 1666 | loss: 0.0311948 | val_loss: 0.0312024 | Time: 1540.33 ms [2022-01-11 09:01:34 main:574] : INFO : Epoch 1667 | loss: 0.0311937 | val_loss: 0.0312012 | Time: 1600.66 ms [2022-01-11 09:01:35 main:574] : INFO : Epoch 1668 | loss: 0.0311976 | val_loss: 0.0312021 | Time: 1544.58 ms [2022-01-11 09:01:37 main:574] : INFO : Epoch 1669 | loss: 0.0311955 | val_loss: 0.0312016 | Time: 1588.9 ms [2022-01-11 09:01:38 main:574] : INFO : Epoch 1670 | loss: 0.0311965 | val_loss: 0.0312043 | Time: 1553.02 ms [2022-01-11 09:01:40 main:574] : INFO : Epoch 1671 | loss: 0.031196 | val_loss: 0.0312042 | Time: 1591.69 ms [2022-01-11 09:01:42 main:574] : INFO : Epoch 1672 | loss: 0.0311951 | val_loss: 0.0312058 | Time: 1593.44 ms [2022-01-11 09:01:43 main:574] : INFO : Epoch 1673 | loss: 0.0311961 | val_loss: 0.0312048 | Time: 1568.18 ms [2022-01-11 09:01:45 main:574] : INFO : Epoch 1674 | loss: 0.0311962 | val_loss: 0.0312075 | Time: 1518.25 ms [2022-01-11 09:01:46 main:574] : INFO : Epoch 1675 | loss: 0.0311957 | val_loss: 0.0312043 | Time: 1529.63 ms [2022-01-11 09:01:48 main:574] : INFO : Epoch 1676 | loss: 0.0311946 | val_loss: 0.0312006 | Time: 1543.57 ms [2022-01-11 09:01:49 main:574] : INFO : Epoch 1677 | loss: 0.0311934 | val_loss: 0.0311997 | Time: 1531 ms [2022-01-11 09:01:51 main:574] : INFO : Epoch 1678 | loss: 0.0311928 | val_loss: 0.0312017 | Time: 1563.04 ms [2022-01-11 09:01:52 main:574] : INFO : Epoch 1679 | loss: 0.0311933 | val_loss: 0.0312025 | Time: 1514.15 ms [2022-01-11 09:01:54 main:574] : INFO : Epoch 1680 | loss: 0.0311937 | val_loss: 0.0312056 | Time: 1514.92 ms [2022-01-11 09:01:55 main:574] : INFO : Epoch 1681 | loss: 0.0311972 | val_loss: 0.0312047 | Time: 1590.87 ms [2022-01-11 09:01:57 main:574] : INFO : Epoch 1682 | loss: 0.0312021 | val_loss: 0.0312038 | Time: 1565.26 ms [2022-01-11 09:01:58 main:574] : INFO : Epoch 1683 | loss: 0.0311994 | val_loss: 0.0312033 | Time: 1528.31 ms [2022-01-11 09:02:00 main:574] : INFO : Epoch 1684 | loss: 0.0311983 | val_loss: 0.0312021 | Time: 1521.46 ms [2022-01-11 09:02:02 main:574] : INFO : Epoch 1685 | loss: 0.0311969 | val_loss: 0.0312027 | Time: 1538.74 ms [2022-01-11 09:02:03 main:574] : INFO : Epoch 1686 | loss: 0.0311972 | val_loss: 0.0312048 | Time: 1551.15 ms [2022-01-11 09:02:05 main:574] : INFO : Epoch 1687 | loss: 0.0311987 | val_loss: 0.0312042 | Time: 1577.37 ms [2022-01-11 09:02:06 main:574] : INFO : Epoch 1688 | loss: 0.0311975 | val_loss: 0.0312038 | Time: 1541.24 ms [2022-01-11 09:02:08 main:574] : INFO : Epoch 1689 | loss: 0.0311967 | val_loss: 0.0312032 | Time: 1563.97 ms [2022-01-11 09:02:09 main:574] : INFO : Epoch 1690 | loss: 0.0311965 | val_loss: 0.0312019 | Time: 1559.3 ms [2022-01-11 09:02:11 main:574] : INFO : Epoch 1691 | loss: 0.0311965 | val_loss: 0.0312026 | Time: 1573.15 ms [2022-01-11 09:02:13 main:574] : INFO : Epoch 1692 | loss: 0.0311957 | val_loss: 0.0312041 | Time: 1553.26 ms [2022-01-11 09:02:14 main:574] : INFO : Epoch 1693 | loss: 0.0311959 | val_loss: 0.0312029 | Time: 1557.87 ms [2022-01-11 09:02:16 main:574] : INFO : Epoch 1694 | loss: 0.0311949 | val_loss: 0.0312036 | Time: 1572.05 ms [2022-01-11 09:02:17 main:574] : INFO : Epoch 1695 | loss: 0.0311948 | val_loss: 0.031202 | Time: 1561.66 ms [2022-01-11 09:02:19 main:574] : INFO : Epoch 1696 | loss: 0.0311957 | val_loss: 0.0312046 | Time: 1572.46 ms [2022-01-11 09:02:20 main:574] : INFO : Epoch 1697 | loss: 0.0311948 | val_loss: 0.0312013 | Time: 1571.29 ms [2022-01-11 09:02:22 main:574] : INFO : Epoch 1698 | loss: 0.0311944 | val_loss: 0.0312025 | Time: 1498.33 ms [2022-01-11 09:02:23 main:574] : INFO : Epoch 1699 | loss: 0.0311953 | val_loss: 0.0312034 | Time: 1508.79 ms [2022-01-11 09:02:25 main:574] : INFO : Epoch 1700 | loss: 0.0311957 | val_loss: 0.0312015 | Time: 1544.13 ms [2022-01-11 09:02:26 main:574] : INFO : Epoch 1701 | loss: 0.0311955 | val_loss: 0.0312014 | Time: 1555.38 ms [2022-01-11 09:02:28 main:574] : INFO : Epoch 1702 | loss: 0.0311949 | val_loss: 0.0312007 | Time: 1541.68 ms [2022-01-11 09:02:30 main:574] : INFO : Epoch 1703 | loss: 0.0311946 | val_loss: 0.0312 | Time: 1585.31 ms [2022-01-11 09:02:31 main:574] : INFO : Epoch 1704 | loss: 0.0311935 | val_loss: 0.031201 | Time: 1549.66 ms [2022-01-11 09:02:33 main:574] : INFO : Epoch 1705 | loss: 0.0311938 | val_loss: 0.0312028 | Time: 1536.94 ms [2022-01-11 09:02:34 main:574] : INFO : Epoch 1706 | loss: 0.0311945 | val_loss: 0.0312047 | Time: 1561.2 ms [2022-01-11 09:02:36 main:574] : INFO : Epoch 1707 | loss: 0.0311925 | val_loss: 0.0312004 | Time: 1565.59 ms [2022-01-11 09:02:37 main:574] : INFO : Epoch 1708 | loss: 0.0311921 | val_loss: 0.0312017 | Time: 1531.49 ms [2022-01-11 09:02:39 main:574] : INFO : Epoch 1709 | loss: 0.0311935 | val_loss: 0.0312026 | Time: 1528.43 ms [2022-01-11 09:02:40 main:574] : INFO : Epoch 1710 | loss: 0.0311926 | val_loss: 0.0312017 | Time: 1563.2 ms [2022-01-11 09:02:42 main:574] : INFO : Epoch 1711 | loss: 0.0311934 | val_loss: 0.0312011 | Time: 1539.66 ms [2022-01-11 09:02:43 main:574] : INFO : Epoch 1712 | loss: 0.0311935 | val_loss: 0.0312043 | Time: 1497.73 ms [2022-01-11 09:02:45 main:574] : INFO : Epoch 1713 | loss: 0.0311955 | val_loss: 0.0312042 | Time: 1529.36 ms [2022-01-11 09:02:47 main:574] : INFO : Epoch 1714 | loss: 0.0311956 | val_loss: 0.0312021 | Time: 1532.47 ms [2022-01-11 09:02:48 main:574] : INFO : Epoch 1715 | loss: 0.0311961 | val_loss: 0.031203 | Time: 1497.37 ms [2022-01-11 09:02:50 main:574] : INFO : Epoch 1716 | loss: 0.0311947 | val_loss: 0.0312015 | Time: 1528.85 ms [2022-01-11 09:02:51 main:574] : INFO : Epoch 1717 | loss: 0.0311936 | val_loss: 0.0312056 | Time: 1488.75 ms [2022-01-11 09:02:53 main:574] : INFO : Epoch 1718 | loss: 0.0311939 | val_loss: 0.031205 | Time: 1563.3 ms [2022-01-11 09:02:54 main:574] : INFO : Epoch 1719 | loss: 0.0311925 | val_loss: 0.0312049 | Time: 1560.22 ms [2022-01-11 09:02:56 main:574] : INFO : Epoch 1720 | loss: 0.0311933 | val_loss: 0.031205 | Time: 1570.94 ms [2022-01-11 09:02:57 main:574] : INFO : Epoch 1721 | loss: 0.0311933 | val_loss: 0.0312047 | Time: 1536.66 ms [2022-01-11 09:02:59 main:574] : INFO : Epoch 1722 | loss: 0.031197 | val_loss: 0.0312023 | Time: 1629.84 ms [2022-01-11 09:03:01 main:574] : INFO : Epoch 1723 | loss: 0.0311968 | val_loss: 0.0312039 | Time: 1592.24 ms [2022-01-11 09:03:02 main:574] : INFO : Epoch 1724 | loss: 0.0311962 | val_loss: 0.0312028 | Time: 1629.23 ms [2022-01-11 09:03:04 main:574] : INFO : Epoch 1725 | loss: 0.0311951 | val_loss: 0.0312019 | Time: 1555.05 ms [2022-01-11 09:03:05 main:574] : INFO : Epoch 1726 | loss: 0.0311954 | val_loss: 0.0312026 | Time: 1606.96 ms [2022-01-11 09:03:07 main:574] : INFO : Epoch 1727 | loss: 0.0311948 | val_loss: 0.0312054 | Time: 1560.1 ms [2022-01-11 09:03:08 main:574] : INFO : Epoch 1728 | loss: 0.0311947 | val_loss: 0.031203 | Time: 1538.61 ms [2022-01-11 09:03:10 main:574] : INFO : Epoch 1729 | loss: 0.0311952 | val_loss: 0.0312024 | Time: 1599.35 ms [2022-01-11 09:03:12 main:574] : INFO : Epoch 1730 | loss: 0.0311943 | val_loss: 0.0312017 | Time: 1556.94 ms [2022-01-11 09:03:13 main:574] : INFO : Epoch 1731 | loss: 0.0311964 | val_loss: 0.0312005 | Time: 1568.56 ms [2022-01-11 09:03:15 main:574] : INFO : Epoch 1732 | loss: 0.0311959 | val_loss: 0.0312064 | Time: 1541.94 ms [2022-01-11 09:03:16 main:574] : INFO : Epoch 1733 | loss: 0.0311954 | val_loss: 0.0312028 | Time: 1565.6 ms [2022-01-11 09:03:18 main:574] : INFO : Epoch 1734 | loss: 0.0311957 | val_loss: 0.0312012 | Time: 1556.02 ms [2022-01-11 09:03:19 main:574] : INFO : Epoch 1735 | loss: 0.0311945 | val_loss: 0.0312038 | Time: 1548.37 ms [2022-01-11 09:03:21 main:574] : INFO : Epoch 1736 | loss: 0.0311953 | val_loss: 0.0312027 | Time: 1562.4 ms [2022-01-11 09:03:23 main:574] : INFO : Epoch 1737 | loss: 0.031195 | val_loss: 0.0312024 | Time: 1576.8 ms [2022-01-11 09:03:24 main:574] : INFO : Epoch 1738 | loss: 0.0311961 | val_loss: 0.0312063 | Time: 1605.13 ms [2022-01-11 09:03:26 main:574] : INFO : Epoch 1739 | loss: 0.0312018 | val_loss: 0.0312071 | Time: 1545.62 ms [2022-01-11 09:03:27 main:574] : INFO : Epoch 1740 | loss: 0.0312015 | val_loss: 0.0312123 | Time: 1574.62 ms [2022-01-11 09:03:29 main:574] : INFO : Epoch 1741 | loss: 0.0312005 | val_loss: 0.0312102 | Time: 1559.63 ms [2022-01-11 09:03:30 main:574] : INFO : Epoch 1742 | loss: 0.0311998 | val_loss: 0.031207 | Time: 1587.83 ms [2022-01-11 09:03:32 main:574] : INFO : Epoch 1743 | loss: 0.0311982 | val_loss: 0.0312064 | Time: 1578.15 ms [2022-01-11 09:03:34 main:574] : INFO : Epoch 1744 | loss: 0.031198 | val_loss: 0.0312058 | Time: 1517.8 ms [2022-01-11 09:03:35 main:574] : INFO : Epoch 1745 | loss: 0.0311971 | val_loss: 0.0312063 | Time: 1548.21 ms [2022-01-11 09:03:37 main:574] : INFO : Epoch 1746 | loss: 0.0311958 | val_loss: 0.0312056 | Time: 1556.18 ms [2022-01-11 09:03:38 main:574] : INFO : Epoch 1747 | loss: 0.0311962 | val_loss: 0.0312061 | Time: 1526.39 ms [2022-01-11 09:03:40 main:574] : INFO : Epoch 1748 | loss: 0.0311963 | val_loss: 0.0312062 | Time: 1500.03 ms [2022-01-11 09:03:41 main:574] : INFO : Epoch 1749 | loss: 0.0311976 | val_loss: 0.031208 | Time: 1567.92 ms [2022-01-11 09:03:43 main:574] : INFO : Epoch 1750 | loss: 0.0311963 | val_loss: 0.0312068 | Time: 1518.3 ms [2022-01-11 09:03:44 main:574] : INFO : Epoch 1751 | loss: 0.0311953 | val_loss: 0.0312091 | Time: 1518.2 ms [2022-01-11 09:03:46 main:574] : INFO : Epoch 1752 | loss: 0.0311972 | val_loss: 0.0312079 | Time: 1574.37 ms [2022-01-11 09:03:47 main:574] : INFO : Epoch 1753 | loss: 0.0311951 | val_loss: 0.031204 | Time: 1563.84 ms [2022-01-11 09:03:49 main:574] : INFO : Epoch 1754 | loss: 0.0311946 | val_loss: 0.0312048 | Time: 1531.58 ms [2022-01-11 09:03:50 main:574] : INFO : Epoch 1755 | loss: 0.0311996 | val_loss: 0.0312062 | Time: 1518.47 ms [2022-01-11 09:03:52 main:574] : INFO : Epoch 1756 | loss: 0.0312005 | val_loss: 0.031205 | Time: 1473.11 ms [2022-01-11 09:03:53 main:574] : INFO : Epoch 1757 | loss: 0.0311989 | val_loss: 0.0312053 | Time: 1523.13 ms [2022-01-11 09:03:55 main:574] : INFO : Epoch 1758 | loss: 0.0311993 | val_loss: 0.0312055 | Time: 1532.92 ms [2022-01-11 09:03:57 main:574] : INFO : Epoch 1759 | loss: 0.031198 | val_loss: 0.0312033 | Time: 1524.84 ms [2022-01-11 09:03:58 main:574] : INFO : Epoch 1760 | loss: 0.0311969 | val_loss: 0.0312025 | Time: 1509.93 ms [2022-01-11 09:04:00 main:574] : INFO : Epoch 1761 | loss: 0.0311959 | val_loss: 0.0312028 | Time: 1545.79 ms [2022-01-11 09:04:01 main:574] : INFO : Epoch 1762 | loss: 0.0311953 | val_loss: 0.0312024 | Time: 1574.99 ms [2022-01-11 09:04:03 main:574] : INFO : Epoch 1763 | loss: 0.0311952 | val_loss: 0.0312026 | Time: 1540.19 ms [2022-01-11 09:04:04 main:574] : INFO : Epoch 1764 | loss: 0.0311969 | val_loss: 0.0312023 | Time: 1587.7 ms [2022-01-11 09:04:06 main:574] : INFO : Epoch 1765 | loss: 0.0311963 | val_loss: 0.0312019 | Time: 1576.71 ms [2022-01-11 09:04:07 main:574] : INFO : Epoch 1766 | loss: 0.0311957 | val_loss: 0.031203 | Time: 1570.86 ms [2022-01-11 09:04:09 main:574] : INFO : Epoch 1767 | loss: 0.0311952 | val_loss: 0.0312034 | Time: 1549.28 ms [2022-01-11 09:04:11 main:574] : INFO : Epoch 1768 | loss: 0.0311956 | val_loss: 0.0312103 | Time: 1577.49 ms [2022-01-11 09:04:12 main:574] : INFO : Epoch 1769 | loss: 0.0311965 | val_loss: 0.031206 | Time: 1536.35 ms [2022-01-11 09:04:14 main:574] : INFO : Epoch 1770 | loss: 0.0311982 | val_loss: 0.0312063 | Time: 1551.39 ms [2022-01-11 09:04:15 main:574] : INFO : Epoch 1771 | loss: 0.0311994 | val_loss: 0.0312074 | Time: 1562.04 ms [2022-01-11 09:04:17 main:574] : INFO : Epoch 1772 | loss: 0.031199 | val_loss: 0.0312049 | Time: 1552.99 ms [2022-01-11 09:04:18 main:574] : INFO : Epoch 1773 | loss: 0.0311987 | val_loss: 0.0312049 | Time: 1628.07 ms [2022-01-11 09:04:20 main:574] : INFO : Epoch 1774 | loss: 0.0311996 | val_loss: 0.0312048 | Time: 1622.64 ms [2022-01-11 09:04:22 main:574] : INFO : Epoch 1775 | loss: 0.0311977 | val_loss: 0.0312048 | Time: 1621.68 ms [2022-01-11 09:04:23 main:574] : INFO : Epoch 1776 | loss: 0.0311972 | val_loss: 0.0312057 | Time: 1573.13 ms [2022-01-11 09:04:25 main:574] : INFO : Epoch 1777 | loss: 0.0311983 | val_loss: 0.0312027 | Time: 1550.18 ms [2022-01-11 09:04:26 main:574] : INFO : Epoch 1778 | loss: 0.0311977 | val_loss: 0.0312019 | Time: 1530.24 ms [2022-01-11 09:04:28 main:574] : INFO : Epoch 1779 | loss: 0.0311964 | val_loss: 0.0312039 | Time: 1531.67 ms [2022-01-11 09:04:29 main:574] : INFO : Epoch 1780 | loss: 0.0311951 | val_loss: 0.031204 | Time: 1553.61 ms [2022-01-11 09:04:31 main:574] : INFO : Epoch 1781 | loss: 0.0311956 | val_loss: 0.0312038 | Time: 1552.44 ms [2022-01-11 09:04:33 main:574] : INFO : Epoch 1782 | loss: 0.0311941 | val_loss: 0.0312024 | Time: 1575.95 ms [2022-01-11 09:04:34 main:574] : INFO : Epoch 1783 | loss: 0.0311955 | val_loss: 0.0312016 | Time: 1587.09 ms [2022-01-11 09:04:36 main:574] : INFO : Epoch 1784 | loss: 0.0311982 | val_loss: 0.0312036 | Time: 1554.3 ms [2022-01-11 09:04:37 main:574] : INFO : Epoch 1785 | loss: 0.0311979 | val_loss: 0.0312023 | Time: 1580.88 ms [2022-01-11 09:04:39 main:574] : INFO : Epoch 1786 | loss: 0.0311976 | val_loss: 0.031202 | Time: 1562.79 ms [2022-01-11 09:04:40 main:574] : INFO : Epoch 1787 | loss: 0.0311942 | val_loss: 0.0312041 | Time: 1547.12 ms [2022-01-11 09:04:42 main:574] : INFO : Epoch 1788 | loss: 0.0311931 | val_loss: 0.0312034 | Time: 1537.33 ms [2022-01-11 09:04:44 main:574] : INFO : Epoch 1789 | loss: 0.0311931 | val_loss: 0.0312068 | Time: 1544.48 ms [2022-01-11 09:04:45 main:574] : INFO : Epoch 1790 | loss: 0.0311946 | val_loss: 0.0312032 | Time: 1559.36 ms [2022-01-11 09:04:47 main:574] : INFO : Epoch 1791 | loss: 0.0311935 | val_loss: 0.0312068 | Time: 1568.09 ms [2022-01-11 09:04:48 main:574] : INFO : Epoch 1792 | loss: 0.0311936 | val_loss: 0.0312017 | Time: 1575.32 ms [2022-01-11 09:04:50 main:574] : INFO : Epoch 1793 | loss: 0.0311954 | val_loss: 0.031202 | Time: 1572.9 ms [2022-01-11 09:04:51 main:574] : INFO : Epoch 1794 | loss: 0.0311944 | val_loss: 0.0312031 | Time: 1568.55 ms [2022-01-11 09:04:53 main:574] : INFO : Epoch 1795 | loss: 0.0311931 | val_loss: 0.031203 | Time: 1583.7 ms [2022-01-11 09:04:55 main:574] : INFO : Epoch 1796 | loss: 0.0311944 | val_loss: 0.0312046 | Time: 1547.81 ms [2022-01-11 09:04:56 main:574] : INFO : Epoch 1797 | loss: 0.0311925 | val_loss: 0.0312017 | Time: 1552.36 ms [2022-01-11 09:04:58 main:574] : INFO : Epoch 1798 | loss: 0.0311945 | val_loss: 0.0312034 | Time: 1520.34 ms [2022-01-11 09:04:59 main:574] : INFO : Epoch 1799 | loss: 0.0311933 | val_loss: 0.0312038 | Time: 1542.67 ms [2022-01-11 09:05:01 main:574] : INFO : Epoch 1800 | loss: 0.0311944 | val_loss: 0.0312042 | Time: 1557.91 ms [2022-01-11 09:05:02 main:574] : INFO : Epoch 1801 | loss: 0.031199 | val_loss: 0.0312065 | Time: 1580.72 ms [2022-01-11 09:05:04 main:574] : INFO : Epoch 1802 | loss: 0.0311975 | val_loss: 0.0312057 | Time: 1572.26 ms [2022-01-11 09:05:05 main:574] : INFO : Epoch 1803 | loss: 0.0311976 | val_loss: 0.031204 | Time: 1566.2 ms [2022-01-11 09:05:07 main:574] : INFO : Epoch 1804 | loss: 0.0311968 | val_loss: 0.0312042 | Time: 1554.88 ms [2022-01-11 09:05:09 main:574] : INFO : Epoch 1805 | loss: 0.0311971 | val_loss: 0.0312018 | Time: 1527.71 ms [2022-01-11 09:05:10 main:574] : INFO : Epoch 1806 | loss: 0.0311957 | val_loss: 0.0312057 | Time: 1581.45 ms [2022-01-11 09:05:12 main:574] : INFO : Epoch 1807 | loss: 0.0311958 | val_loss: 0.0312062 | Time: 1556.94 ms [2022-01-11 09:05:13 main:574] : INFO : Epoch 1808 | loss: 0.0311968 | val_loss: 0.0312051 | Time: 1582.83 ms [2022-01-11 09:05:15 main:574] : INFO : Epoch 1809 | loss: 0.0311964 | val_loss: 0.0312052 | Time: 1528.68 ms [2022-01-11 09:05:16 main:574] : INFO : Epoch 1810 | loss: 0.0311955 | val_loss: 0.0312118 | Time: 1557.92 ms [2022-01-11 09:05:18 main:574] : INFO : Epoch 1811 | loss: 0.0311962 | val_loss: 0.0312029 | Time: 1540.48 ms [2022-01-11 09:05:19 main:574] : INFO : Epoch 1812 | loss: 0.0311938 | val_loss: 0.0312021 | Time: 1535.43 ms [2022-01-11 09:05:21 main:574] : INFO : Epoch 1813 | loss: 0.0311938 | val_loss: 0.0312111 | Time: 1568.44 ms [2022-01-11 09:05:23 main:574] : INFO : Epoch 1814 | loss: 0.0311942 | val_loss: 0.0312041 | Time: 1568.03 ms [2022-01-11 09:05:24 main:574] : INFO : Epoch 1815 | loss: 0.0311939 | val_loss: 0.0312054 | Time: 1540.58 ms [2022-01-11 09:05:26 main:574] : INFO : Epoch 1816 | loss: 0.031194 | val_loss: 0.031205 | Time: 1549.96 ms [2022-01-11 09:05:27 main:574] : INFO : Epoch 1817 | loss: 0.0311927 | val_loss: 0.0312058 | Time: 1572.92 ms [2022-01-11 09:05:29 main:574] : INFO : Epoch 1818 | loss: 0.0311937 | val_loss: 0.0312039 | Time: 1582.28 ms [2022-01-11 09:05:30 main:574] : INFO : Epoch 1819 | loss: 0.0311926 | val_loss: 0.0312068 | Time: 1591.78 ms [2022-01-11 09:05:32 main:574] : INFO : Epoch 1820 | loss: 0.0311936 | val_loss: 0.0312083 | Time: 1656.79 ms [2022-01-11 09:05:34 main:574] : INFO : Epoch 1821 | loss: 0.0311924 | val_loss: 0.0312045 | Time: 1579.66 ms [2022-01-11 09:05:35 main:574] : INFO : Epoch 1822 | loss: 0.0311924 | val_loss: 0.0312058 | Time: 1574.18 ms [2022-01-11 09:05:37 main:574] : INFO : Epoch 1823 | loss: 0.0311934 | val_loss: 0.0312032 | Time: 1578.1 ms [2022-01-11 09:05:38 main:574] : INFO : Epoch 1824 | loss: 0.0311916 | val_loss: 0.0312052 | Time: 1527.56 ms [2022-01-11 09:05:40 main:574] : INFO : Epoch 1825 | loss: 0.0311925 | val_loss: 0.031206 | Time: 1600.13 ms [2022-01-11 09:05:41 main:574] : INFO : Epoch 1826 | loss: 0.0311926 | val_loss: 0.031204 | Time: 1551.86 ms [2022-01-11 09:05:43 main:574] : INFO : Epoch 1827 | loss: 0.0311912 | val_loss: 0.0312026 | Time: 1544.46 ms [2022-01-11 09:05:45 main:574] : INFO : Epoch 1828 | loss: 0.031192 | val_loss: 0.0312043 | Time: 1560.18 ms [2022-01-11 09:05:46 main:574] : INFO : Epoch 1829 | loss: 0.0311969 | val_loss: 0.0312055 | Time: 1630.23 ms [2022-01-11 09:05:48 main:574] : INFO : Epoch 1830 | loss: 0.031198 | val_loss: 0.0312037 | Time: 1565.96 ms [2022-01-11 09:05:49 main:574] : INFO : Epoch 1831 | loss: 0.0311971 | val_loss: 0.0312042 | Time: 1590.27 ms [2022-01-11 09:05:51 main:574] : INFO : Epoch 1832 | loss: 0.0311967 | val_loss: 0.0312048 | Time: 1545.09 ms [2022-01-11 09:05:53 main:574] : INFO : Epoch 1833 | loss: 0.0311965 | val_loss: 0.0312045 | Time: 1580.47 ms [2022-01-11 09:05:54 main:574] : INFO : Epoch 1834 | loss: 0.031196 | val_loss: 0.031207 | Time: 1557.73 ms [2022-01-11 09:05:56 main:574] : INFO : Epoch 1835 | loss: 0.0311941 | val_loss: 0.0312035 | Time: 1580.08 ms [2022-01-11 09:05:57 main:574] : INFO : Epoch 1836 | loss: 0.0311957 | val_loss: 0.0312022 | Time: 1605.23 ms [2022-01-11 09:05:59 main:574] : INFO : Epoch 1837 | loss: 0.031195 | val_loss: 0.0312016 | Time: 1575.87 ms [2022-01-11 09:06:00 main:574] : INFO : Epoch 1838 | loss: 0.0311945 | val_loss: 0.0312039 | Time: 1571.65 ms [2022-01-11 09:06:02 main:574] : INFO : Epoch 1839 | loss: 0.0311948 | val_loss: 0.0312033 | Time: 1585.63 ms [2022-01-11 09:06:04 main:574] : INFO : Epoch 1840 | loss: 0.0311957 | val_loss: 0.0312042 | Time: 1587.86 ms [2022-01-11 09:06:05 main:574] : INFO : Epoch 1841 | loss: 0.0311983 | val_loss: 0.0312059 | Time: 1580.99 ms [2022-01-11 09:06:07 main:574] : INFO : Epoch 1842 | loss: 0.0312044 | val_loss: 0.0312061 | Time: 1598.11 ms [2022-01-11 09:06:08 main:574] : INFO : Epoch 1843 | loss: 0.031207 | val_loss: 0.0312059 | Time: 1549.2 ms [2022-01-11 09:06:10 main:574] : INFO : Epoch 1844 | loss: 0.0312049 | val_loss: 0.0312041 | Time: 1581.59 ms [2022-01-11 09:06:11 main:574] : INFO : Epoch 1845 | loss: 0.0312036 | val_loss: 0.0312033 | Time: 1542.45 ms [2022-01-11 09:06:13 main:574] : INFO : Epoch 1846 | loss: 0.0312027 | val_loss: 0.0312074 | Time: 1573.14 ms [2022-01-11 09:06:15 main:574] : INFO : Epoch 1847 | loss: 0.0312023 | val_loss: 0.0312053 | Time: 1575.74 ms [2022-01-11 09:06:16 main:574] : INFO : Epoch 1848 | loss: 0.0312026 | val_loss: 0.0312053 | Time: 1552.88 ms [2022-01-11 09:06:18 main:574] : INFO : Epoch 1849 | loss: 0.0312026 | val_loss: 0.0312054 | Time: 1526.91 ms [2022-01-11 09:06:19 main:574] : INFO : Epoch 1850 | loss: 0.0312054 | val_loss: 0.0312072 | Time: 1603.2 ms [2022-01-11 09:06:21 main:574] : INFO : Epoch 1851 | loss: 0.031207 | val_loss: 0.0312076 | Time: 1536.26 ms [2022-01-11 09:06:22 main:574] : INFO : Epoch 1852 | loss: 0.0312057 | val_loss: 0.0312082 | Time: 1579.18 ms [2022-01-11 09:06:24 main:574] : INFO : Epoch 1853 | loss: 0.0312063 | val_loss: 0.031208 | Time: 1559.08 ms [2022-01-11 09:06:26 main:574] : INFO : Epoch 1854 | loss: 0.0312066 | val_loss: 0.0312086 | Time: 1532.8 ms [2022-01-11 09:06:27 main:574] : INFO : Epoch 1855 | loss: 0.0312054 | val_loss: 0.0312072 | Time: 1558.19 ms [2022-01-11 09:06:29 main:574] : INFO : Epoch 1856 | loss: 0.0312037 | val_loss: 0.0312076 | Time: 1544.77 ms [2022-01-11 09:06:30 main:574] : INFO : Epoch 1857 | loss: 0.0312031 | val_loss: 0.0312067 | Time: 1589.68 ms [2022-01-11 09:06:32 main:574] : INFO : Epoch 1858 | loss: 0.0312053 | val_loss: 0.0312074 | Time: 1605.93 ms [2022-01-11 09:06:33 main:574] : INFO : Epoch 1859 | loss: 0.0312042 | val_loss: 0.0312073 | Time: 1536.71 ms [2022-01-11 09:06:35 main:574] : INFO : Epoch 1860 | loss: 0.031205 | val_loss: 0.0312061 | Time: 1560.61 ms [2022-01-11 09:06:37 main:574] : INFO : Epoch 1861 | loss: 0.0312049 | val_loss: 0.0312087 | Time: 1569.51 ms [2022-01-11 09:06:38 main:574] : INFO : Epoch 1862 | loss: 0.0312078 | val_loss: 0.0312076 | Time: 1479.83 ms [2022-01-11 09:06:40 main:574] : INFO : Epoch 1863 | loss: 0.0312066 | val_loss: 0.0312073 | Time: 1523.16 ms [2022-01-11 09:06:41 main:574] : INFO : Epoch 1864 | loss: 0.0312063 | val_loss: 0.0312106 | Time: 1564.07 ms [2022-01-11 09:06:43 main:574] : INFO : Epoch 1865 | loss: 0.0312051 | val_loss: 0.031207 | Time: 1556.33 ms [2022-01-11 09:06:44 main:574] : INFO : Epoch 1866 | loss: 0.0312039 | val_loss: 0.0312062 | Time: 1552.06 ms [2022-01-11 09:06:46 main:574] : INFO : Epoch 1867 | loss: 0.031203 | val_loss: 0.0312054 | Time: 1515.2 ms [2022-01-11 09:06:47 main:574] : INFO : Epoch 1868 | loss: 0.0312022 | val_loss: 0.0312065 | Time: 1560.15 ms [2022-01-11 09:06:49 main:574] : INFO : Epoch 1869 | loss: 0.0312024 | val_loss: 0.0312067 | Time: 1535.15 ms [2022-01-11 09:06:50 main:574] : INFO : Epoch 1870 | loss: 0.0312037 | val_loss: 0.0312053 | Time: 1578.18 ms [2022-01-11 09:06:52 main:574] : INFO : Epoch 1871 | loss: 0.0312046 | val_loss: 0.0312065 | Time: 1551.49 ms [2022-01-11 09:06:54 main:574] : INFO : Epoch 1872 | loss: 0.0312049 | val_loss: 0.0312061 | Time: 1570.08 ms [2022-01-11 09:06:55 main:574] : INFO : Epoch 1873 | loss: 0.031202 | val_loss: 0.0312048 | Time: 1580.86 ms [2022-01-11 09:06:57 main:574] : INFO : Epoch 1874 | loss: 0.0312015 | val_loss: 0.0312039 | Time: 1537.2 ms [2022-01-11 09:06:58 main:574] : INFO : Epoch 1875 | loss: 0.0312012 | val_loss: 0.0312042 | Time: 1543.53 ms [2022-01-11 09:07:00 main:574] : INFO : Epoch 1876 | loss: 0.0312021 | val_loss: 0.031208 | Time: 1578.8 ms [2022-01-11 09:07:01 main:574] : INFO : Epoch 1877 | loss: 0.031201 | val_loss: 0.0312045 | Time: 1586.22 ms [2022-01-11 09:07:03 main:574] : INFO : Epoch 1878 | loss: 0.0312017 | val_loss: 0.0312082 | Time: 1591.03 ms [2022-01-11 09:07:05 main:574] : INFO : Epoch 1879 | loss: 0.0312028 | val_loss: 0.0312055 | Time: 1585.96 ms [2022-01-11 09:07:06 main:574] : INFO : Epoch 1880 | loss: 0.0312028 | val_loss: 0.0312041 | Time: 1595.92 ms [2022-01-11 09:07:08 main:574] : INFO : Epoch 1881 | loss: 0.0312016 | val_loss: 0.0312041 | Time: 1598.4 ms [2022-01-11 09:07:09 main:574] : INFO : Epoch 1882 | loss: 0.0312001 | val_loss: 0.0312076 | Time: 1530.92 ms [2022-01-11 09:07:11 main:574] : INFO : Epoch 1883 | loss: 0.0312017 | val_loss: 0.0312112 | Time: 1556.52 ms [2022-01-11 09:07:12 main:574] : INFO : Epoch 1884 | loss: 0.0312086 | val_loss: 0.0312119 | Time: 1578.89 ms [2022-01-11 09:07:14 main:574] : INFO : Epoch 1885 | loss: 0.0312069 | val_loss: 0.0312086 | Time: 1549.58 ms [2022-01-11 09:07:16 main:574] : INFO : Epoch 1886 | loss: 0.0312069 | val_loss: 0.0312105 | Time: 1568.85 ms [2022-01-11 09:07:17 main:574] : INFO : Epoch 1887 | loss: 0.0312066 | val_loss: 0.0312099 | Time: 1563.05 ms [2022-01-11 09:07:19 main:574] : INFO : Epoch 1888 | loss: 0.0312071 | val_loss: 0.0312086 | Time: 1575.99 ms [2022-01-11 09:07:20 main:574] : INFO : Epoch 1889 | loss: 0.0312043 | val_loss: 0.0312078 | Time: 1581.37 ms [2022-01-11 09:07:22 main:574] : INFO : Epoch 1890 | loss: 0.0312025 | val_loss: 0.0312068 | Time: 1575.25 ms [2022-01-11 09:07:23 main:574] : INFO : Epoch 1891 | loss: 0.0312016 | val_loss: 0.031207 | Time: 1596.61 ms [2022-01-11 09:07:25 main:574] : INFO : Epoch 1892 | loss: 0.0312014 | val_loss: 0.031207 | Time: 1605.73 ms [2022-01-11 09:07:27 main:574] : INFO : Epoch 1893 | loss: 0.0312021 | val_loss: 0.0312068 | Time: 1573.71 ms [2022-01-11 09:07:28 main:574] : INFO : Epoch 1894 | loss: 0.0312011 | val_loss: 0.031205 | Time: 1566.63 ms [2022-01-11 09:07:30 main:574] : INFO : Epoch 1895 | loss: 0.0312018 | val_loss: 0.0312097 | Time: 1646.99 ms [2022-01-11 09:07:31 main:574] : INFO : Epoch 1896 | loss: 0.0312039 | val_loss: 0.0312081 | Time: 1609.22 ms [2022-01-11 09:07:33 main:574] : INFO : Epoch 1897 | loss: 0.0312008 | val_loss: 0.0312041 | Time: 1532.44 ms [2022-01-11 09:07:35 main:574] : INFO : Epoch 1898 | loss: 0.031202 | val_loss: 0.0312074 | Time: 1574.29 ms [2022-01-11 09:07:36 main:574] : INFO : Epoch 1899 | loss: 0.0312026 | val_loss: 0.0312154 | Time: 1573.31 ms [2022-01-11 09:07:38 main:574] : INFO : Epoch 1900 | loss: 0.0312146 | val_loss: 0.0312187 | Time: 1551.72 ms [2022-01-11 09:07:39 main:574] : INFO : Epoch 1901 | loss: 0.0312178 | val_loss: 0.0312197 | Time: 1570.39 ms [2022-01-11 09:07:41 main:574] : INFO : Epoch 1902 | loss: 0.0312163 | val_loss: 0.0312174 | Time: 1522.86 ms [2022-01-11 09:07:42 main:574] : INFO : Epoch 1903 | loss: 0.0312142 | val_loss: 0.0312147 | Time: 1490.17 ms [2022-01-11 09:07:44 main:574] : INFO : Epoch 1904 | loss: 0.0312135 | val_loss: 0.0312151 | Time: 1525.52 ms [2022-01-11 09:07:45 main:574] : INFO : Epoch 1905 | loss: 0.0312135 | val_loss: 0.0312162 | Time: 1536.74 ms [2022-01-11 09:07:47 main:574] : INFO : Epoch 1906 | loss: 0.0312131 | val_loss: 0.0312141 | Time: 1530.32 ms [2022-01-11 09:07:48 main:574] : INFO : Epoch 1907 | loss: 0.0312115 | val_loss: 0.0312135 | Time: 1515.69 ms [2022-01-11 09:07:50 main:574] : INFO : Epoch 1908 | loss: 0.0312114 | val_loss: 0.0312148 | Time: 1518.3 ms [2022-01-11 09:07:51 main:574] : INFO : Epoch 1909 | loss: 0.0312126 | val_loss: 0.0312154 | Time: 1551.63 ms [2022-01-11 09:07:53 main:574] : INFO : Epoch 1910 | loss: 0.0312109 | val_loss: 0.0312167 | Time: 1562.24 ms [2022-01-11 09:07:55 main:574] : INFO : Epoch 1911 | loss: 0.0312111 | val_loss: 0.0312167 | Time: 1507.97 ms [2022-01-11 09:07:56 main:574] : INFO : Epoch 1912 | loss: 0.0312144 | val_loss: 0.0312142 | Time: 1499.72 ms [2022-01-11 09:07:58 main:574] : INFO : Epoch 1913 | loss: 0.0312122 | val_loss: 0.0312168 | Time: 1570.22 ms [2022-01-11 09:07:59 main:574] : INFO : Epoch 1914 | loss: 0.0312109 | val_loss: 0.0312137 | Time: 1569.83 ms [2022-01-11 09:08:01 main:574] : INFO : Epoch 1915 | loss: 0.0312095 | val_loss: 0.0312147 | Time: 1545.39 ms [2022-01-11 09:08:02 main:574] : INFO : Epoch 1916 | loss: 0.0312101 | val_loss: 0.0312153 | Time: 1568.83 ms [2022-01-11 09:08:04 main:574] : INFO : Epoch 1917 | loss: 0.0312092 | val_loss: 0.0312127 | Time: 1557.14 ms [2022-01-11 09:08:06 main:574] : INFO : Epoch 1918 | loss: 0.0312082 | val_loss: 0.0312127 | Time: 1613.48 ms [2022-01-11 09:08:07 main:574] : INFO : Epoch 1919 | loss: 0.0312081 | val_loss: 0.0312127 | Time: 1560.05 ms [2022-01-11 09:08:09 main:574] : INFO : Epoch 1920 | loss: 0.031209 | val_loss: 0.0312129 | Time: 1578.65 ms [2022-01-11 09:08:10 main:574] : INFO : Epoch 1921 | loss: 0.0312107 | val_loss: 0.0312157 | Time: 1605.44 ms [2022-01-11 09:08:12 main:574] : INFO : Epoch 1922 | loss: 0.0312129 | val_loss: 0.0312153 | Time: 1551.01 ms [2022-01-11 09:08:13 main:574] : INFO : Epoch 1923 | loss: 0.0312112 | val_loss: 0.0312162 | Time: 1569.35 ms [2022-01-11 09:08:15 main:574] : INFO : Epoch 1924 | loss: 0.0312115 | val_loss: 0.0312137 | Time: 1556.55 ms [2022-01-11 09:08:16 main:574] : INFO : Epoch 1925 | loss: 0.0312096 | val_loss: 0.0312135 | Time: 1541.42 ms [2022-01-11 09:08:18 main:574] : INFO : Epoch 1926 | loss: 0.0312106 | val_loss: 0.0312128 | Time: 1586.95 ms [2022-01-11 09:08:20 main:574] : INFO : Epoch 1927 | loss: 0.0312101 | val_loss: 0.0312125 | Time: 1587.75 ms [2022-01-11 09:08:21 main:574] : INFO : Epoch 1928 | loss: 0.0312097 | val_loss: 0.0312128 | Time: 1543.98 ms [2022-01-11 09:08:23 main:574] : INFO : Epoch 1929 | loss: 0.0312083 | val_loss: 0.0312125 | Time: 1540.96 ms [2022-01-11 09:08:24 main:574] : INFO : Epoch 1930 | loss: 0.0312077 | val_loss: 0.0312139 | Time: 1563.21 ms [2022-01-11 09:08:26 main:574] : INFO : Epoch 1931 | loss: 0.0312091 | val_loss: 0.0312123 | Time: 1547.99 ms [2022-01-11 09:08:27 main:574] : INFO : Epoch 1932 | loss: 0.0312479 | val_loss: 0.0312652 | Time: 1570.49 ms [2022-01-11 09:08:29 main:574] : INFO : Epoch 1933 | loss: 0.0323219 | val_loss: 0.033697 | Time: 1565.29 ms [2022-01-11 09:08:31 main:574] : INFO : Epoch 1934 | loss: 0.0326282 | val_loss: 0.0315718 | Time: 1552.44 ms [2022-01-11 09:08:32 main:574] : INFO : Epoch 1935 | loss: 0.0314715 | val_loss: 0.0313148 | Time: 1575.93 ms [2022-01-11 09:08:34 main:574] : INFO : Epoch 1936 | loss: 0.0312548 | val_loss: 0.0312172 | Time: 1600.93 ms [2022-01-11 09:08:35 main:574] : INFO : Epoch 1937 | loss: 0.0312145 | val_loss: 0.0312126 | Time: 1590.75 ms [2022-01-11 09:08:37 main:574] : INFO : Epoch 1938 | loss: 0.0312094 | val_loss: 0.031212 | Time: 1616.38 ms [2022-01-11 09:08:39 main:574] : INFO : Epoch 1939 | loss: 0.0312079 | val_loss: 0.0312113 | Time: 1552.13 ms [2022-01-11 09:08:40 main:574] : INFO : Epoch 1940 | loss: 0.0312077 | val_loss: 0.0312122 | Time: 1599.08 ms [2022-01-11 09:08:42 main:574] : INFO : Epoch 1941 | loss: 0.0312103 | val_loss: 0.0312132 | Time: 1612.1 ms [2022-01-11 09:08:43 main:574] : INFO : Epoch 1942 | loss: 0.0312104 | val_loss: 0.0312147 | Time: 1552.65 ms [2022-01-11 09:08:45 main:574] : INFO : Epoch 1943 | loss: 0.0312113 | val_loss: 0.0312135 | Time: 1533.17 ms [2022-01-11 09:08:46 main:574] : INFO : Epoch 1944 | loss: 0.0312104 | val_loss: 0.0312122 | Time: 1517.03 ms [2022-01-11 09:08:48 main:574] : INFO : Epoch 1945 | loss: 0.0312094 | val_loss: 0.0312121 | Time: 1589.32 ms [2022-01-11 09:08:49 main:574] : INFO : Epoch 1946 | loss: 0.0312086 | val_loss: 0.0312121 | Time: 1554.8 ms [2022-01-11 09:08:51 main:574] : INFO : Epoch 1947 | loss: 0.031209 | val_loss: 0.0312118 | Time: 1573.97 ms [2022-01-11 09:08:53 main:574] : INFO : Epoch 1948 | loss: 0.0312082 | val_loss: 0.0312115 | Time: 1568.87 ms [2022-01-11 09:08:54 main:574] : INFO : Epoch 1949 | loss: 0.031209 | val_loss: 0.0312116 | Time: 1538.49 ms [2022-01-11 09:08:56 main:574] : INFO : Epoch 1950 | loss: 0.0312079 | val_loss: 0.0312113 | Time: 1564.52 ms [2022-01-11 09:08:57 main:574] : INFO : Epoch 1951 | loss: 0.0312071 | val_loss: 0.0312103 | Time: 1572.32 ms [2022-01-11 09:08:59 main:574] : INFO : Epoch 1952 | loss: 0.0312061 | val_loss: 0.0312099 | Time: 1555.37 ms [2022-01-11 09:09:00 main:574] : INFO : Epoch 1953 | loss: 0.0312054 | val_loss: 0.0312104 | Time: 1556.07 ms [2022-01-11 09:09:02 main:574] : INFO : Epoch 1954 | loss: 0.031205 | val_loss: 0.0312108 | Time: 1583.01 ms [2022-01-11 09:09:04 main:574] : INFO : Epoch 1955 | loss: 0.0312053 | val_loss: 0.0312107 | Time: 1573.72 ms [2022-01-11 09:09:05 main:574] : INFO : Epoch 1956 | loss: 0.0312051 | val_loss: 0.0312112 | Time: 1554.56 ms [2022-01-11 09:09:07 main:574] : INFO : Epoch 1957 | loss: 0.0312044 | val_loss: 0.0312118 | Time: 1556.84 ms [2022-01-11 09:09:08 main:574] : INFO : Epoch 1958 | loss: 0.031204 | val_loss: 0.0312105 | Time: 1556.49 ms [2022-01-11 09:09:10 main:574] : INFO : Epoch 1959 | loss: 0.0312042 | val_loss: 0.0312131 | Time: 1517.9 ms [2022-01-11 09:09:11 main:574] : INFO : Epoch 1960 | loss: 0.031205 | val_loss: 0.0312104 | Time: 1567.74 ms [2022-01-11 09:09:13 main:574] : INFO : Epoch 1961 | loss: 0.0312037 | val_loss: 0.0312104 | Time: 1552.43 ms [2022-01-11 09:09:14 main:574] : INFO : Epoch 1962 | loss: 0.0312053 | val_loss: 0.0312132 | Time: 1559.65 ms [2022-01-11 09:09:16 main:574] : INFO : Epoch 1963 | loss: 0.0312064 | val_loss: 0.0312145 | Time: 1596.85 ms [2022-01-11 09:09:18 main:574] : INFO : Epoch 1964 | loss: 0.0312045 | val_loss: 0.0312115 | Time: 1541.34 ms [2022-01-11 09:09:19 main:574] : INFO : Epoch 1965 | loss: 0.031204 | val_loss: 0.0312115 | Time: 1506.78 ms [2022-01-11 09:09:21 main:574] : INFO : Epoch 1966 | loss: 0.0312052 | val_loss: 0.0312134 | Time: 1545.42 ms [2022-01-11 09:09:22 main:574] : INFO : Epoch 1967 | loss: 0.0312078 | val_loss: 0.0312126 | Time: 1535.14 ms [2022-01-11 09:09:24 main:574] : INFO : Epoch 1968 | loss: 0.0312097 | val_loss: 0.0312147 | Time: 1518.52 ms [2022-01-11 09:09:25 main:574] : INFO : Epoch 1969 | loss: 0.0312074 | val_loss: 0.0312127 | Time: 1589.58 ms [2022-01-11 09:09:27 main:574] : INFO : Epoch 1970 | loss: 0.0312059 | val_loss: 0.0312118 | Time: 1587.49 ms [2022-01-11 09:09:28 main:574] : INFO : Epoch 1971 | loss: 0.031205 | val_loss: 0.031212 | Time: 1572.71 ms [2022-01-11 09:09:30 main:574] : INFO : Epoch 1972 | loss: 0.0312046 | val_loss: 0.0312099 | Time: 1550.02 ms [2022-01-11 09:09:32 main:574] : INFO : Epoch 1973 | loss: 0.0312062 | val_loss: 0.031215 | Time: 1618.75 ms [2022-01-11 09:09:33 main:574] : INFO : Epoch 1974 | loss: 0.0312081 | val_loss: 0.0312118 | Time: 1588.53 ms [2022-01-11 09:09:35 main:574] : INFO : Epoch 1975 | loss: 0.0312062 | val_loss: 0.0312104 | Time: 1594.2 ms [2022-01-11 09:09:36 main:574] : INFO : Epoch 1976 | loss: 0.0312056 | val_loss: 0.0312096 | Time: 1564.19 ms [2022-01-11 09:09:38 main:574] : INFO : Epoch 1977 | loss: 0.0312048 | val_loss: 0.0312097 | Time: 1541.68 ms [2022-01-11 09:09:39 main:574] : INFO : Epoch 1978 | loss: 0.0312044 | val_loss: 0.0312087 | Time: 1506.06 ms [2022-01-11 09:09:41 main:574] : INFO : Epoch 1979 | loss: 0.0312034 | val_loss: 0.0312103 | Time: 1567.34 ms [2022-01-11 09:09:43 main:574] : INFO : Epoch 1980 | loss: 0.031205 | val_loss: 0.0312076 | Time: 1545.33 ms [2022-01-11 09:09:44 main:574] : INFO : Epoch 1981 | loss: 0.0312035 | val_loss: 0.0312089 | Time: 1560.21 ms [2022-01-11 09:09:46 main:574] : INFO : Epoch 1982 | loss: 0.031203 | val_loss: 0.031208 | Time: 1596.67 ms [2022-01-11 09:09:47 main:574] : INFO : Epoch 1983 | loss: 0.0312026 | val_loss: 0.0312085 | Time: 1557.84 ms [2022-01-11 09:09:49 main:574] : INFO : Epoch 1984 | loss: 0.0312031 | val_loss: 0.0312094 | Time: 1578.45 ms [2022-01-11 09:09:50 main:574] : INFO : Epoch 1985 | loss: 0.0312044 | val_loss: 0.03121 | Time: 1586.66 ms [2022-01-11 09:09:52 main:574] : INFO : Epoch 1986 | loss: 0.0312032 | val_loss: 0.0312096 | Time: 1580.72 ms [2022-01-11 09:09:54 main:574] : INFO : Epoch 1987 | loss: 0.0312027 | val_loss: 0.0312089 | Time: 1520.2 ms [2022-01-11 09:09:55 main:574] : INFO : Epoch 1988 | loss: 0.0312021 | val_loss: 0.0312079 | Time: 1529.82 ms [2022-01-11 09:09:57 main:574] : INFO : Epoch 1989 | loss: 0.0312027 | val_loss: 0.031211 | Time: 1548.22 ms [2022-01-11 09:09:58 main:574] : INFO : Epoch 1990 | loss: 0.031203 | val_loss: 0.031209 | Time: 1578.84 ms [2022-01-11 09:10:00 main:574] : INFO : Epoch 1991 | loss: 0.0312016 | val_loss: 0.0312086 | Time: 1556.73 ms [2022-01-11 09:10:01 main:574] : INFO : Epoch 1992 | loss: 0.0312012 | val_loss: 0.0312092 | Time: 1579.9 ms [2022-01-11 09:10:03 main:574] : INFO : Epoch 1993 | loss: 0.0312017 | val_loss: 0.0312094 | Time: 1562.49 ms [2022-01-11 09:10:05 main:574] : INFO : Epoch 1994 | loss: 0.0312016 | val_loss: 0.0312089 | Time: 1599.7 ms [2022-01-11 09:10:06 main:574] : INFO : Epoch 1995 | loss: 0.0312019 | val_loss: 0.0312102 | Time: 1638.68 ms [2022-01-11 09:10:08 main:574] : INFO : Epoch 1996 | loss: 0.0312019 | val_loss: 0.0312105 | Time: 1565.68 ms [2022-01-11 09:10:09 main:574] : INFO : Epoch 1997 | loss: 0.0312009 | val_loss: 0.0312091 | Time: 1581.48 ms [2022-01-11 09:10:11 main:574] : INFO : Epoch 1998 | loss: 0.0312004 | val_loss: 0.0312111 | Time: 1568.98 ms [2022-01-11 09:10:12 main:574] : INFO : Epoch 1999 | loss: 0.0312014 | val_loss: 0.0312103 | Time: 1552.42 ms [2022-01-11 09:10:14 main:574] : INFO : Epoch 2000 | loss: 0.0312023 | val_loss: 0.0312101 | Time: 1508.35 ms [2022-01-11 09:10:16 main:574] : INFO : Epoch 2001 | loss: 0.0312029 | val_loss: 0.0312106 | Time: 1566.35 ms [2022-01-11 09:10:17 main:574] : INFO : Epoch 2002 | loss: 0.0312008 | val_loss: 0.0312083 | Time: 1571.39 ms [2022-01-11 09:10:19 main:574] : INFO : Epoch 2003 | loss: 0.0312011 | val_loss: 0.0312082 | Time: 1569.33 ms [2022-01-11 09:10:20 main:574] : INFO : Epoch 2004 | loss: 0.0312017 | val_loss: 0.0312084 | Time: 1586.83 ms [2022-01-11 09:10:22 main:574] : INFO : Epoch 2005 | loss: 0.0312024 | val_loss: 0.0312067 | Time: 1597.81 ms [2022-01-11 09:10:23 main:574] : INFO : Epoch 2006 | loss: 0.0312012 | val_loss: 0.0312074 | Time: 1593.72 ms [2022-01-11 09:10:25 main:574] : INFO : Epoch 2007 | loss: 0.0312013 | val_loss: 0.031207 | Time: 1545.04 ms [2022-01-11 09:10:27 main:574] : INFO : Epoch 2008 | loss: 0.0312006 | val_loss: 0.0312071 | Time: 1513.84 ms [2022-01-11 09:10:28 main:574] : INFO : Epoch 2009 | loss: 0.0312001 | val_loss: 0.0312081 | Time: 1555.57 ms [2022-01-11 09:10:30 main:574] : INFO : Epoch 2010 | loss: 0.0312002 | val_loss: 0.0312097 | Time: 1524.91 ms [2022-01-11 09:10:31 main:574] : INFO : Epoch 2011 | loss: 0.031201 | val_loss: 0.0312076 | Time: 1553.24 ms [2022-01-11 09:10:33 main:574] : INFO : Epoch 2012 | loss: 0.0312039 | val_loss: 0.0312113 | Time: 1523.18 ms [2022-01-11 09:10:34 main:574] : INFO : Epoch 2013 | loss: 0.0312076 | val_loss: 0.0312193 | Time: 1561.17 ms [2022-01-11 09:10:36 main:574] : INFO : Epoch 2014 | loss: 0.0312172 | val_loss: 0.031217 | Time: 1554.7 ms [2022-01-11 09:10:37 main:574] : INFO : Epoch 2015 | loss: 0.0312165 | val_loss: 0.0312148 | Time: 1556.21 ms [2022-01-11 09:10:39 main:574] : INFO : Epoch 2016 | loss: 0.0312151 | val_loss: 0.0312145 | Time: 1593.36 ms [2022-01-11 09:10:41 main:574] : INFO : Epoch 2017 | loss: 0.0312144 | val_loss: 0.0312144 | Time: 1568.81 ms [2022-01-11 09:10:42 main:574] : INFO : Epoch 2018 | loss: 0.0312135 | val_loss: 0.0312142 | Time: 1550.45 ms [2022-01-11 09:10:44 main:574] : INFO : Epoch 2019 | loss: 0.0312144 | val_loss: 0.0312185 | Time: 1504.79 ms [2022-01-11 09:10:45 main:574] : INFO : Epoch 2020 | loss: 0.0312141 | val_loss: 0.0312136 | Time: 1507.61 ms [2022-01-11 09:10:47 main:574] : INFO : Epoch 2021 | loss: 0.0312113 | val_loss: 0.0312141 | Time: 1530.79 ms [2022-01-11 09:10:48 main:574] : INFO : Epoch 2022 | loss: 0.0312102 | val_loss: 0.0312123 | Time: 1579.68 ms [2022-01-11 09:10:50 main:574] : INFO : Epoch 2023 | loss: 0.0312103 | val_loss: 0.0312126 | Time: 1580.2 ms [2022-01-11 09:10:51 main:574] : INFO : Epoch 2024 | loss: 0.03121 | val_loss: 0.0312127 | Time: 1574.18 ms [2022-01-11 09:10:53 main:574] : INFO : Epoch 2025 | loss: 0.0312098 | val_loss: 0.0312115 | Time: 1552.11 ms [2022-01-11 09:10:55 main:574] : INFO : Epoch 2026 | loss: 0.0312103 | val_loss: 0.0312117 | Time: 1575.32 ms [2022-01-11 09:10:56 main:574] : INFO : Epoch 2027 | loss: 0.0312099 | val_loss: 0.0312109 | Time: 1568.05 ms [2022-01-11 09:10:58 main:574] : INFO : Epoch 2028 | loss: 0.0312084 | val_loss: 0.0312113 | Time: 1559.09 ms [2022-01-11 09:10:59 main:574] : INFO : Epoch 2029 | loss: 0.0312103 | val_loss: 0.0312129 | Time: 1575.49 ms [2022-01-11 09:11:01 main:574] : INFO : Epoch 2030 | loss: 0.0312085 | val_loss: 0.0312122 | Time: 1557.43 ms [2022-01-11 09:11:02 main:574] : INFO : Epoch 2031 | loss: 0.0312083 | val_loss: 0.0312122 | Time: 1549.48 ms [2022-01-11 09:11:04 main:574] : INFO : Epoch 2032 | loss: 0.0312088 | val_loss: 0.0312122 | Time: 1586.71 ms [2022-01-11 09:11:06 main:574] : INFO : Epoch 2033 | loss: 0.0312169 | val_loss: 0.03122 | Time: 1600.36 ms [2022-01-11 09:11:07 main:574] : INFO : Epoch 2034 | loss: 0.0312162 | val_loss: 0.0312167 | Time: 1592.11 ms [2022-01-11 09:11:09 main:574] : INFO : Epoch 2035 | loss: 0.0312155 | val_loss: 0.0312156 | Time: 1584.82 ms [2022-01-11 09:11:10 main:574] : INFO : Epoch 2036 | loss: 0.0312156 | val_loss: 0.0312196 | Time: 1580.12 ms [2022-01-11 09:11:12 main:574] : INFO : Epoch 2037 | loss: 0.0312149 | val_loss: 0.0312145 | Time: 1612.43 ms [2022-01-11 09:11:14 main:574] : INFO : Epoch 2038 | loss: 0.0312132 | val_loss: 0.0312181 | Time: 1612.32 ms [2022-01-11 09:11:15 main:574] : INFO : Epoch 2039 | loss: 0.0312125 | val_loss: 0.0312135 | Time: 1542.79 ms [2022-01-11 09:11:17 main:574] : INFO : Epoch 2040 | loss: 0.0312113 | val_loss: 0.0312132 | Time: 1536.49 ms [2022-01-11 09:11:18 main:574] : INFO : Epoch 2041 | loss: 0.031212 | val_loss: 0.0312141 | Time: 1581.25 ms [2022-01-11 09:11:20 main:574] : INFO : Epoch 2042 | loss: 0.0312114 | val_loss: 0.0312126 | Time: 1607.69 ms [2022-01-11 09:11:21 main:574] : INFO : Epoch 2043 | loss: 0.0312121 | val_loss: 0.0312127 | Time: 1607.25 ms [2022-01-11 09:11:23 main:574] : INFO : Epoch 2044 | loss: 0.0312118 | val_loss: 0.0312125 | Time: 1562.53 ms [2022-01-11 09:11:25 main:574] : INFO : Epoch 2045 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 1582.2 ms [2022-01-11 09:11:26 main:574] : INFO : Epoch 2046 | loss: 0.0312107 | val_loss: 0.0312139 | Time: 1558.03 ms [2022-01-11 09:11:28 main:574] : INFO : Epoch 2047 | loss: 0.031211 | val_loss: 0.0312136 | Time: 1561.6 ms [2022-01-11 09:11:29 main:574] : INFO : Epoch 2048 | loss: 0.0312126 | val_loss: 0.0312141 | Time: 1574.13 ms [2022-01-11 09:11:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312141 [2022-01-11 09:11:29 main:603] : INFO : Saving end state to config to file [2022-01-11 09:11:29 main:608] : INFO : Success, exiting.. 09:11:29 (12908): 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)