Task 10675182
| Name | ParityModified-1638635338-10022-2-0_1 |
| Workunit | 7560178 |
| Created | 12 Jan 2022, 1:33:18 UTC |
| Sent | 12 Jan 2022, 2:52:05 UTC |
| Report deadline | 20 Jan 2022, 2:52:05 UTC |
| Received | 12 Jan 2022, 17:48:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 39 min 54 sec |
| CPU time | 1 hours 39 min 40 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 | 2.89 GB |
| Peak swap size | 4.80 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1:34:26 main:574] : INFO : Epoch 1542 | loss: 0.0311811 | val_loss: 0.0312063 | Time: 1594.75 ms [2022-01-12 11:34:28 main:574] : INFO : Epoch 1543 | loss: 0.0311844 | val_loss: 0.0312069 | Time: 1504.44 ms [2022-01-12 11:34:29 main:574] : INFO : Epoch 1544 | loss: 0.0311836 | val_loss: 0.0312026 | Time: 1600.05 ms [2022-01-12 11:34:31 main:574] : INFO : Epoch 1545 | loss: 0.0311834 | val_loss: 0.0312054 | Time: 1574.22 ms [2022-01-12 11:34:32 main:574] : INFO : Epoch 1546 | loss: 0.0311836 | val_loss: 0.0311993 | Time: 1512.81 ms [2022-01-12 11:34:34 main:574] : INFO : Epoch 1547 | loss: 0.0311838 | val_loss: 0.0312023 | Time: 1495.84 ms [2022-01-12 11:34:35 main:574] : INFO : Epoch 1548 | loss: 0.0311833 | val_loss: 0.0311984 | Time: 1586.46 ms [2022-01-12 11:34:37 main:574] : INFO : Epoch 1549 | loss: 0.0311848 | val_loss: 0.0312081 | Time: 1568.92 ms [2022-01-12 11:34:39 main:574] : INFO : Epoch 1550 | loss: 0.0311879 | val_loss: 0.0312046 | Time: 1586.16 ms [2022-01-12 11:34:40 main:574] : INFO : Epoch 1551 | loss: 0.0311843 | val_loss: 0.0312034 | Time: 1577.41 ms [2022-01-12 11:34:42 main:574] : INFO : Epoch 1552 | loss: 0.031182 | val_loss: 0.0312049 | Time: 1548.65 ms [2022-01-12 11:34:43 main:574] : INFO : Epoch 1553 | loss: 0.0311844 | val_loss: 0.0312081 | Time: 1534.46 ms [2022-01-12 11:34:45 main:574] : INFO : Epoch 1554 | loss: 0.0311825 | val_loss: 0.0312047 | Time: 1549.16 ms [2022-01-12 11:34:46 main:574] : INFO : Epoch 1555 | loss: 0.0311841 | val_loss: 0.0312061 | Time: 1582.37 ms [2022-01-12 11:34:48 main:574] : INFO : Epoch 1556 | loss: 0.0311845 | val_loss: 0.0312066 | Time: 1544.25 ms [2022-01-12 11:34:49 main:574] : INFO : Epoch 1557 | loss: 0.0311835 | val_loss: 0.0312077 | Time: 1501.67 ms [2022-01-12 11:34:51 main:574] : INFO : Epoch 1558 | loss: 0.0311821 | val_loss: 0.0312076 | Time: 1564.84 ms [2022-01-12 11:34:52 main:574] : INFO : Epoch 1559 | loss: 0.0311831 | val_loss: 0.0312038 | Time: 1488.67 ms [2022-01-12 11:34:54 main:574] : INFO : Epoch 1560 | loss: 0.0311818 | val_loss: 0.0312119 | Time: 1541.88 ms [2022-01-12 11:34:56 main:574] : INFO : Epoch 1561 | loss: 0.0311831 | val_loss: 0.0312025 | Time: 1554.17 ms [2022-01-12 11:34:57 main:574] : INFO : Epoch 1562 | loss: 0.0311841 | val_loss: 0.0312032 | Time: 1591.74 ms [2022-01-12 11:34:59 main:574] : INFO : Epoch 1563 | loss: 0.0311842 | val_loss: 0.0311988 | Time: 1584.91 ms [2022-01-12 11:35:00 main:574] : INFO : Epoch 1564 | loss: 0.0311835 | val_loss: 0.0311955 | Time: 1545.02 ms [2022-01-12 11:35:02 main:574] : INFO : Epoch 1565 | loss: 0.0311822 | val_loss: 0.0311999 | Time: 1588.28 ms [2022-01-12 11:35:04 main:574] : INFO : Epoch 1566 | loss: 0.0311838 | val_loss: 0.0311973 | Time: 1600.89 ms [2022-01-12 11:35:05 main:574] : INFO : Epoch 1567 | loss: 0.0311847 | val_loss: 0.0311984 | Time: 1592.21 ms [2022-01-12 11:35:07 main:574] : INFO : Epoch 1568 | loss: 0.0311857 | val_loss: 0.0312012 | Time: 1574.38 ms [2022-01-12 11:35:08 main:574] : INFO : Epoch 1569 | loss: 0.0311838 | val_loss: 0.0311989 | Time: 1532.27 ms [2022-01-12 11:35:10 main:574] : INFO : Epoch 1570 | loss: 0.0311839 | val_loss: 0.0311981 | Time: 1518.86 ms [2022-01-12 11:35:11 main:574] : INFO : Epoch 1571 | loss: 0.0311847 | val_loss: 0.0312013 | Time: 1552.03 ms [2022-01-12 11:35:13 main:574] : INFO : Epoch 1572 | loss: 0.0311866 | val_loss: 0.0312065 | Time: 1543.05 ms [2022-01-12 11:35:14 main:574] : INFO : Epoch 1573 | loss: 0.0311856 | val_loss: 0.0312061 | Time: 1551.54 ms [2022-01-12 11:35:16 main:574] : INFO : Epoch 1574 | loss: 0.0311826 | val_loss: 0.0312102 | Time: 1579.21 ms [2022-01-12 11:35:18 main:574] : INFO : Epoch 1575 | loss: 0.0311823 | val_loss: 0.0312125 | Time: 1634.82 ms [2022-01-12 11:35:19 main:574] : INFO : Epoch 1576 | loss: 0.0311834 | val_loss: 0.0312012 | Time: 1646.14 ms [2022-01-12 11:35:21 main:574] : INFO : Epoch 1577 | loss: 0.0311877 | val_loss: 0.0311979 | Time: 1514.23 ms [2022-01-12 11:35:22 main:574] : INFO : Epoch 1578 | loss: 0.031188 | val_loss: 0.0312021 | Time: 1588.97 ms [2022-01-12 11:35:24 main:574] : INFO : Epoch 1579 | loss: 0.031186 | val_loss: 0.0311978 | Time: 1520.39 ms [2022-01-12 11:35:25 main:574] : INFO : Epoch 1580 | loss: 0.0311848 | val_loss: 0.031196 | Time: 1580.1 ms [2022-01-12 11:35:27 main:574] : INFO : Epoch 1581 | loss: 0.0311838 | val_loss: 0.0311967 | Time: 1624.86 ms [2022-01-12 11:35:29 main:574] : INFO : Epoch 1582 | loss: 0.0311847 | val_loss: 0.0311984 | Time: 1588.62 ms [2022-01-12 11:35:30 main:574] : INFO : Epoch 1583 | loss: 0.0311843 | val_loss: 0.0311979 | Time: 1625.04 ms [2022-01-12 11:35:32 main:574] : INFO : Epoch 1584 | loss: 0.0311876 | val_loss: 0.0312021 | Time: 1554.53 ms [2022-01-12 11:35:34 main:574] : INFO : Epoch 1585 | loss: 0.0311856 | val_loss: 0.0311998 | Time: 1621.14 ms [2022-01-12 11:35:35 main:574] : INFO : Epoch 1586 | loss: 0.0311856 | val_loss: 0.0311988 | Time: 1600.08 ms [2022-01-12 11:35:37 main:574] : INFO : Epoch 1587 | loss: 0.0311881 | val_loss: 0.0312004 | Time: 1572.9 ms [2022-01-12 11:35:38 main:574] : INFO : Epoch 1588 | loss: 0.0311853 | val_loss: 0.0311992 | Time: 1579.21 ms [2022-01-12 11:35:40 main:574] : INFO : Epoch 1589 | loss: 0.0311867 | val_loss: 0.0312004 | Time: 1589.25 ms [2022-01-12 11:35:41 main:574] : INFO : Epoch 1590 | loss: 0.0311868 | val_loss: 0.0312005 | Time: 1549.88 ms [2022-01-12 11:35:43 main:574] : INFO : Epoch 1591 | loss: 0.0311878 | val_loss: 0.0312008 | Time: 1573.31 ms [2022-01-12 11:35:45 main:574] : INFO : Epoch 1592 | loss: 0.0311853 | val_loss: 0.0312053 | Time: 1610.03 ms [2022-01-12 11:35:46 main:574] : INFO : Epoch 1593 | loss: 0.0311881 | val_loss: 0.0312047 | Time: 1568.65 ms [2022-01-12 11:35:48 main:574] : INFO : Epoch 1594 | loss: 0.0311883 | val_loss: 0.031204 | Time: 1545.84 ms [2022-01-12 11:35:49 main:574] : INFO : Epoch 1595 | loss: 0.0311872 | val_loss: 0.0311963 | Time: 1529.29 ms [2022-01-12 11:35:51 main:574] : INFO : Epoch 1596 | loss: 0.0311856 | val_loss: 0.0311969 | Time: 1572.19 ms [2022-01-12 11:35:52 main:574] : INFO : Epoch 1597 | loss: 0.0311843 | val_loss: 0.0311964 | Time: 1598.15 ms [2022-01-12 11:35:54 main:574] : INFO : Epoch 1598 | loss: 0.0311837 | val_loss: 0.0311997 | Time: 1568.09 ms [2022-01-12 11:35:55 main:574] : INFO : Epoch 1599 | loss: 0.0311838 | val_loss: 0.0311969 | Time: 1499.75 ms [2022-01-12 11:35:57 main:574] : INFO : Epoch 1600 | loss: 0.0311833 | val_loss: 0.031196 | Time: 1569.61 ms [2022-01-12 11:35:59 main:574] : INFO : Epoch 1601 | loss: 0.0311873 | val_loss: 0.0311988 | Time: 1557.22 ms [2022-01-12 11:36:00 main:574] : INFO : Epoch 1602 | loss: 0.0311855 | val_loss: 0.0311977 | Time: 1574.42 ms [2022-01-12 11:36:02 main:574] : INFO : Epoch 1603 | loss: 0.0311863 | val_loss: 0.0312 | Time: 1564.35 ms [2022-01-12 11:36:03 main:574] : INFO : Epoch 1604 | loss: 0.0311855 | val_loss: 0.0312 | Time: 1563.33 ms [2022-01-12 11:36:05 main:574] : INFO : Epoch 1605 | loss: 0.0311831 | val_loss: 0.0311991 | Time: 1596.03 ms [2022-01-12 11:36:07 main:574] : INFO : Epoch 1606 | loss: 0.0311829 | val_loss: 0.0311986 | Time: 1575.36 ms [2022-01-12 11:36:08 main:574] : INFO : Epoch 1607 | loss: 0.0311839 | val_loss: 0.0311997 | Time: 1545.03 ms [2022-01-12 11:36:10 main:574] : INFO : Epoch 1608 | loss: 0.0311836 | val_loss: 0.0312001 | Time: 1598.62 ms [2022-01-12 11:36:11 main:574] : INFO : Epoch 1609 | loss: 0.0311864 | val_loss: 0.0311995 | Time: 1574.82 ms [2022-01-12 11:36:13 main:574] : INFO : Epoch 1610 | loss: 0.0311866 | val_loss: 0.0312028 | Time: 1580.15 ms [2022-01-12 11:36:14 main:574] : INFO : Epoch 1611 | loss: 0.0311877 | val_loss: 0.0311978 | Time: 1540.58 ms [2022-01-12 11:36:16 main:574] : INFO : Epoch 1612 | loss: 0.031186 | val_loss: 0.0311964 | Time: 1545.89 ms [2022-01-12 11:36:18 main:574] : INFO : Epoch 1613 | loss: 0.031188 | val_loss: 0.031203 | Time: 1617.69 ms [2022-01-12 11:36:19 main:574] : INFO : Epoch 1614 | loss: 0.0311893 | val_loss: 0.0311982 | Time: 1576.83 ms [2022-01-12 11:36:21 main:574] : INFO : Epoch 1615 | loss: 0.0311861 | val_loss: 0.0311991 | Time: 1612.78 ms [2022-01-12 11:36:22 main:574] : INFO : Epoch 1616 | loss: 0.0311888 | val_loss: 0.031199 | Time: 1574.88 ms [2022-01-12 11:36:24 main:574] : INFO : Epoch 1617 | loss: 0.0311907 | val_loss: 0.031199 | Time: 1558.76 ms [2022-01-12 11:36:26 main:574] : INFO : Epoch 1618 | loss: 0.0311882 | val_loss: 0.0311978 | Time: 1633.06 ms [2022-01-12 11:36:27 main:574] : INFO : Epoch 1619 | loss: 0.0311891 | val_loss: 0.0312068 | Time: 1614.38 ms [2022-01-12 11:36:29 main:574] : INFO : Epoch 1620 | loss: 0.031189 | val_loss: 0.0312012 | Time: 1621.56 ms [2022-01-12 11:36:30 main:574] : INFO : Epoch 1621 | loss: 0.0311868 | val_loss: 0.0311961 | Time: 1582.22 ms [2022-01-12 11:36:32 main:574] : INFO : Epoch 1622 | loss: 0.0311861 | val_loss: 0.0311973 | Time: 1599.09 ms [2022-01-12 11:36:34 main:574] : INFO : Epoch 1623 | loss: 0.0311857 | val_loss: 0.0312033 | Time: 1574.08 ms [2022-01-12 11:36:35 main:574] : INFO : Epoch 1624 | loss: 0.0311897 | val_loss: 0.0311996 | Time: 1573.58 ms [2022-01-12 11:36:37 main:574] : INFO : Epoch 1625 | loss: 0.0311914 | val_loss: 0.0311993 | Time: 1577.9 ms [2022-01-12 11:36:38 main:574] : INFO : Epoch 1626 | loss: 0.0311937 | val_loss: 0.0312 | Time: 1574.03 ms [2022-01-12 11:36:40 main:574] : INFO : Epoch 1627 | loss: 0.0311926 | val_loss: 0.0311964 | Time: 1547.99 ms [2022-01-12 11:36:41 main:574] : INFO : Epoch 1628 | loss: 0.031191 | val_loss: 0.0311962 | Time: 1588.93 ms [2022-01-12 11:36:43 main:574] : INFO : Epoch 1629 | loss: 0.0311923 | val_loss: 0.0311968 | Time: 1601.11 ms [2022-01-12 11:36:45 main:574] : INFO : Epoch 1630 | loss: 0.0311938 | val_loss: 0.0311982 | Time: 1610.35 ms [2022-01-12 11:36:46 main:574] : INFO : Epoch 1631 | loss: 0.031198 | val_loss: 0.0312017 | Time: 1574.02 ms [2022-01-12 11:36:48 main:574] : INFO : Epoch 1632 | loss: 0.031208 | val_loss: 0.0312091 | Time: 1557.89 ms [2022-01-12 11:36:49 main:574] : INFO : Epoch 1633 | loss: 0.0312105 | val_loss: 0.0312117 | Time: 1657.18 ms [2022-01-12 11:36:51 main:574] : INFO : Epoch 1634 | loss: 0.0312111 | val_loss: 0.0312129 | Time: 1641.31 ms [2022-01-12 11:36:53 main:574] : INFO : Epoch 1635 | loss: 0.0312147 | val_loss: 0.0312129 | Time: 1597.21 ms [2022-01-12 11:36:54 main:574] : INFO : Epoch 1636 | loss: 0.0312166 | val_loss: 0.0312125 | Time: 1590.24 ms [2022-01-12 11:36:56 main:574] : INFO : Epoch 1637 | loss: 0.0312118 | val_loss: 0.0312114 | Time: 1636.65 ms [2022-01-12 11:36:57 main:574] : INFO : Epoch 1638 | loss: 0.0312095 | val_loss: 0.0312085 | Time: 1578.66 ms [2022-01-12 11:36:59 main:574] : INFO : Epoch 1639 | loss: 0.0312103 | val_loss: 0.0312115 | Time: 1566.47 ms [2022-01-12 11:37:01 main:574] : INFO : Epoch 1640 | loss: 0.0312124 | val_loss: 0.0312105 | Time: 1560.15 ms [2022-01-12 11:37:02 main:574] : INFO : Epoch 1641 | loss: 0.0312121 | val_loss: 0.0312069 | Time: 1574.35 ms [2022-01-12 11:37:04 main:574] : INFO : Epoch 1642 | loss: 0.0312109 | val_loss: 0.0312076 | Time: 1570.94 ms [2022-01-12 11:37:05 main:574] : INFO : Epoch 1643 | loss: 0.0312099 | val_loss: 0.0312075 | Time: 1568.12 ms [2022-01-12 11:37:07 main:574] : INFO : Epoch 1644 | loss: 0.0312073 | val_loss: 0.0312089 | Time: 1600.05 ms [2022-01-12 11:37:09 main:574] : INFO : Epoch 1645 | loss: 0.0312064 | val_loss: 0.0312071 | Time: 1622.15 ms [2022-01-12 11:37:10 main:574] : INFO : Epoch 1646 | loss: 0.0312064 | val_loss: 0.0312073 | Time: 1586.68 ms [2022-01-12 11:37:12 main:574] : INFO : Epoch 1647 | loss: 0.0312066 | val_loss: 0.0312063 | Time: 1601.18 ms [2022-01-12 11:37:13 main:574] : INFO : Epoch 1648 | loss: 0.0312072 | val_loss: 0.0312073 | Time: 1615.27 ms [2022-01-12 11:37:15 main:574] : INFO : Epoch 1649 | loss: 0.0312071 | val_loss: 0.0312051 | Time: 1593.44 ms [2022-01-12 11:37:17 main:574] : INFO : Epoch 1650 | loss: 0.0312067 | val_loss: 0.0312086 | Time: 1594.58 ms [2022-01-12 11:37:18 main:574] : INFO : Epoch 1651 | loss: 0.0312074 | val_loss: 0.0312052 | Time: 1585.38 ms [2022-01-12 11:37:20 main:574] : INFO : Epoch 1652 | loss: 0.0312052 | val_loss: 0.0312051 | Time: 1632 ms [2022-01-12 11:37:21 main:574] : INFO : Epoch 1653 | loss: 0.0312061 | val_loss: 0.0312049 | Time: 1552.24 ms [2022-01-12 11:37:23 main:574] : INFO : Epoch 1654 | loss: 0.0312045 | val_loss: 0.0312051 | Time: 1593.77 ms [2022-01-12 11:37:24 main:574] : INFO : Epoch 1655 | loss: 0.0312047 | val_loss: 0.0312051 | Time: 1545.32 ms [2022-01-12 11:37:26 main:574] : INFO : Epoch 1656 | loss: 0.0312039 | val_loss: 0.0312047 | Time: 1588.17 ms [2022-01-12 11:37:28 main:574] : INFO : Epoch 1657 | loss: 0.0312037 | val_loss: 0.0312052 | Time: 1621.6 ms [2022-01-12 11:37:29 main:574] : INFO : Epoch 1658 | loss: 0.0312063 | val_loss: 0.0312129 | Time: 1521.97 ms [2022-01-12 11:37:31 main:574] : INFO : Epoch 1659 | loss: 0.0312063 | val_loss: 0.031205 | Time: 1543.07 ms [2022-01-12 11:37:32 main:574] : INFO : Epoch 1660 | loss: 0.0312038 | val_loss: 0.0312052 | Time: 1558.88 ms [2022-01-12 11:37:34 main:574] : INFO : Epoch 1661 | loss: 0.0312042 | val_loss: 0.0312063 | Time: 1623.4 ms [2022-01-12 11:37:36 main:574] : INFO : Epoch 1662 | loss: 0.0312057 | val_loss: 0.0312042 | Time: 1590.26 ms [2022-01-12 11:37:37 main:574] : INFO : Epoch 1663 | loss: 0.0312064 | val_loss: 0.0312047 | Time: 1577.83 ms [2022-01-12 11:37:39 main:574] : INFO : Epoch 1664 | loss: 0.0312047 | val_loss: 0.0312055 | Time: 1527.22 ms [2022-01-12 11:37:40 main:574] : INFO : Epoch 1665 | loss: 0.0312034 | val_loss: 0.0312043 | Time: 1581.34 ms [2022-01-12 11:37:42 main:574] : INFO : Epoch 1666 | loss: 0.0312033 | val_loss: 0.031205 | Time: 1563.36 ms [2022-01-12 11:37:43 main:574] : INFO : Epoch 1667 | loss: 0.0312027 | val_loss: 0.0312052 | Time: 1600.96 ms [2022-01-12 11:37:45 main:574] : INFO : Epoch 1668 | loss: 0.0312038 | val_loss: 0.0312064 | Time: 1615.21 ms [2022-01-12 11:37:47 main:574] : INFO : Epoch 1669 | loss: 0.0312032 | val_loss: 0.0312043 | Time: 1583.93 ms [2022-01-12 11:37:48 main:574] : INFO : Epoch 1670 | loss: 0.0312025 | val_loss: 0.0312046 | Time: 1572.77 ms [2022-01-12 11:37:50 main:574] : INFO : Epoch 1671 | loss: 0.0312031 | val_loss: 0.0312055 | Time: 1601.96 ms [2022-01-12 11:37:51 main:574] : INFO : Epoch 1672 | loss: 0.0312051 | val_loss: 0.0312095 | Time: 1597.22 ms [2022-01-12 11:37:53 main:574] : INFO : Epoch 1673 | loss: 0.0312059 | val_loss: 0.0312058 | Time: 1590.85 ms [2022-01-12 11:37:55 main:574] : INFO : Epoch 1674 | loss: 0.0312031 | val_loss: 0.0312053 | Time: 1556.66 ms [2022-01-12 11:37:56 main:574] : INFO : Epoch 1675 | loss: 0.0312025 | val_loss: 0.0312049 | Time: 1552 ms [2022-01-12 11:37:58 main:574] : INFO : Epoch 1676 | loss: 0.0312029 | val_loss: 0.0312096 | Time: 1509.72 ms [2022-01-12 11:37:59 main:574] : INFO : Epoch 1677 | loss: 0.0312047 | val_loss: 0.0312054 | Time: 1499.54 ms [2022-01-12 11:38:01 main:574] : INFO : Epoch 1678 | loss: 0.0312033 | val_loss: 0.0312048 | Time: 1541.49 ms [2022-01-12 11:38:02 main:574] : INFO : Epoch 1679 | loss: 0.0312021 | val_loss: 0.031205 | Time: 1545.95 ms [2022-01-12 11:38:04 main:574] : INFO : Epoch 1680 | loss: 0.0312027 | val_loss: 0.0312068 | Time: 1625 ms [2022-01-12 11:38:05 main:574] : INFO : Epoch 1681 | loss: 0.0312039 | val_loss: 0.0312091 | Time: 1614.6 ms [2022-01-12 11:38:07 main:574] : INFO : Epoch 1682 | loss: 0.0312051 | val_loss: 0.0312068 | Time: 1623.49 ms [2022-01-12 11:38:09 main:574] : INFO : Epoch 1683 | loss: 0.0312017 | val_loss: 0.0312054 | Time: 1616.3 ms [2022-01-12 11:38:10 main:574] : INFO : Epoch 1684 | loss: 0.0312012 | val_loss: 0.0312047 | Time: 1682.08 ms [2022-01-12 11:38:12 main:574] : INFO : Epoch 1685 | loss: 0.0312015 | val_loss: 0.0312052 | Time: 1577.16 ms [2022-01-12 11:38:14 main:574] : INFO : Epoch 1686 | loss: 0.0312029 | val_loss: 0.0312069 | Time: 1597.64 ms [2022-01-12 11:38:15 main:574] : INFO : Epoch 1687 | loss: 0.0312028 | val_loss: 0.0312059 | Time: 1577.45 ms [2022-01-12 11:38:17 main:574] : INFO : Epoch 1688 | loss: 0.0312034 | val_loss: 0.0312067 | Time: 1524.26 ms [2022-01-12 11:38:18 main:574] : INFO : Epoch 1689 | loss: 0.0312041 | val_loss: 0.0312088 | Time: 1573.05 ms [2022-01-12 11:38:20 main:574] : INFO : Epoch 1690 | loss: 0.0312035 | val_loss: 0.0312083 | Time: 1587.31 ms [2022-01-12 11:38:21 main:574] : INFO : Epoch 1691 | loss: 0.031203 | val_loss: 0.0312057 | Time: 1551.79 ms [2022-01-12 11:38:23 main:574] : INFO : Epoch 1692 | loss: 0.0312014 | val_loss: 0.031206 | Time: 1582.03 ms [2022-01-12 11:38:25 main:574] : INFO : Epoch 1693 | loss: 0.0312011 | val_loss: 0.031206 | Time: 1642.89 ms [2022-01-12 11:38:26 main:574] : INFO : Epoch 1694 | loss: 0.0312027 | val_loss: 0.0312071 | Time: 1588.08 ms [2022-01-12 11:38:28 main:574] : INFO : Epoch 1695 | loss: 0.0312009 | val_loss: 0.0312057 | Time: 1573.13 ms [2022-01-12 11:38:29 main:574] : INFO : Epoch 1696 | loss: 0.0312006 | val_loss: 0.0312058 | Time: 1595.71 ms [2022-01-12 11:38:31 main:574] : INFO : Epoch 1697 | loss: 0.0312008 | val_loss: 0.0312043 | Time: 1577.36 ms [2022-01-12 11:38:33 main:574] : INFO : Epoch 1698 | loss: 0.031201 | val_loss: 0.0312048 | Time: 1595.52 ms [2022-01-12 11:38:34 main:574] : INFO : Epoch 1699 | loss: 0.0312013 | val_loss: 0.0312084 | Time: 1563.49 ms [2022-01-12 11:38:36 main:574] : INFO : Epoch 1700 | loss: 0.0312024 | val_loss: 0.0312075 | Time: 1556.04 ms [2022-01-12 11:38:37 main:574] : INFO : Epoch 1701 | loss: 0.0312012 | val_loss: 0.0312051 | Time: 1583.79 ms [2022-01-12 11:38:39 main:574] : INFO : Epoch 1702 | loss: 0.0312002 | val_loss: 0.0312046 | Time: 1556.03 ms [2022-01-12 11:38:40 main:574] : INFO : Epoch 1703 | loss: 0.0312011 | val_loss: 0.0312057 | Time: 1514.44 ms [2022-01-12 11:38:42 main:574] : INFO : Epoch 1704 | loss: 0.031201 | val_loss: 0.0312069 | Time: 1577.83 ms [2022-01-12 11:38:43 main:574] : INFO : Epoch 1705 | loss: 0.0312021 | val_loss: 0.031205 | Time: 1572.38 ms [2022-01-12 11:38:45 main:574] : INFO : Epoch 1706 | loss: 0.031201 | val_loss: 0.0312073 | Time: 1585.43 ms [2022-01-12 11:38:47 main:574] : INFO : Epoch 1707 | loss: 0.031202 | val_loss: 0.03121 | Time: 1580.24 ms [2022-01-12 11:38:48 main:574] : INFO : Epoch 1708 | loss: 0.0312022 | val_loss: 0.0312093 | Time: 1562.67 ms [2022-01-12 11:38:50 main:574] : INFO : Epoch 1709 | loss: 0.0312036 | val_loss: 0.0312087 | Time: 1528.19 ms [2022-01-12 11:38:51 main:574] : INFO : Epoch 1710 | loss: 0.0312025 | val_loss: 0.0312061 | Time: 1561.89 ms [2022-01-12 11:38:53 main:574] : INFO : Epoch 1711 | loss: 0.0312025 | val_loss: 0.0312063 | Time: 1551.72 ms [2022-01-12 11:38:54 main:574] : INFO : Epoch 1712 | loss: 0.0312024 | val_loss: 0.0312144 | Time: 1530.54 ms [2022-01-12 11:38:56 main:574] : INFO : Epoch 1713 | loss: 0.0380666 | val_loss: 0.0330697 | Time: 1557.03 ms [2022-01-12 11:38:58 main:574] : INFO : Epoch 1714 | loss: 0.0422982 | val_loss: 0.03218 | Time: 1577.27 ms [2022-01-12 11:38:59 main:574] : INFO : Epoch 1715 | loss: 0.0319184 | val_loss: 0.0316569 | Time: 1608.52 ms [2022-01-12 11:39:01 main:574] : INFO : Epoch 1716 | loss: 0.0313953 | val_loss: 0.0313157 | Time: 1546.56 ms [2022-01-12 11:39:02 main:574] : INFO : Epoch 1717 | loss: 0.0312805 | val_loss: 0.0312632 | Time: 1579.63 ms [2022-01-12 11:39:04 main:574] : INFO : Epoch 1718 | loss: 0.0312586 | val_loss: 0.0312538 | Time: 1550.53 ms [2022-01-12 11:39:05 main:574] : INFO : Epoch 1719 | loss: 0.031253 | val_loss: 0.0312524 | Time: 1533.08 ms [2022-01-12 11:39:07 main:574] : INFO : Epoch 1720 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 1577.39 ms [2022-01-12 11:39:09 main:574] : INFO : Epoch 1721 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1563.69 ms [2022-01-12 11:39:10 main:574] : INFO : Epoch 1722 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1509.28 ms [2022-01-12 11:39:12 main:574] : INFO : Epoch 1723 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1570.48 ms [2022-01-12 11:39:13 main:574] : INFO : Epoch 1724 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1476.82 ms [2022-01-12 11:39:15 main:574] : INFO : Epoch 1725 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1495.47 ms [2022-01-12 11:39:16 main:574] : INFO : Epoch 1726 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1542.05 ms [2022-01-12 11:39:18 main:574] : INFO : Epoch 1727 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1572.36 ms [2022-01-12 11:39:19 main:574] : INFO : Epoch 1728 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1519.22 ms [2022-01-12 11:39:21 main:574] : INFO : Epoch 1729 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1541.26 ms [2022-01-12 11:39:22 main:574] : INFO : Epoch 1730 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1513.39 ms [2022-01-12 11:39:24 main:574] : INFO : Epoch 1731 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1563.6 ms [2022-01-12 11:39:25 main:574] : INFO : Epoch 1732 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1564.32 ms [2022-01-12 11:39:27 main:574] : INFO : Epoch 1733 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 1553.48 ms [2022-01-12 11:39:29 main:574] : INFO : Epoch 1734 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 1555.34 ms [2022-01-12 11:39:30 main:574] : INFO : Epoch 1735 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 1608.39 ms [2022-01-12 11:39:32 main:574] : INFO : Epoch 1736 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 1535.67 ms [2022-01-12 11:39:33 main:574] : INFO : Epoch 1737 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 1620.33 ms [2022-01-12 11:39:35 main:574] : INFO : Epoch 1738 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 1587.13 ms [2022-01-12 11:39:36 main:574] : INFO : Epoch 1739 | loss: 0.031248 | val_loss: 0.0312483 | Time: 1596.76 ms [2022-01-12 11:39:38 main:574] : INFO : Epoch 1740 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1614.28 ms [2022-01-12 11:39:40 main:574] : INFO : Epoch 1741 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 1572.48 ms [2022-01-12 11:39:41 main:574] : INFO : Epoch 1742 | loss: 0.0312476 | val_loss: 0.031248 | Time: 1575.29 ms [2022-01-12 11:39:43 main:574] : INFO : Epoch 1743 | loss: 0.0312473 | val_loss: 0.0312479 | Time: 1566.68 ms [2022-01-12 11:39:44 main:574] : INFO : Epoch 1744 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 1584.44 ms [2022-01-12 11:39:46 main:574] : INFO : Epoch 1745 | loss: 0.0312473 | val_loss: 0.0312479 | Time: 1607.22 ms [2022-01-12 11:39:48 main:574] : INFO : Epoch 1746 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 1619.49 ms [2022-01-12 11:39:49 main:574] : INFO : Epoch 1747 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 1517.22 ms [2022-01-12 11:39:51 main:574] : INFO : Epoch 1748 | loss: 0.0312468 | val_loss: 0.0312476 | Time: 1516.96 ms [2022-01-12 11:39:52 main:574] : INFO : Epoch 1749 | loss: 0.0312468 | val_loss: 0.0312477 | Time: 1549.84 ms [2022-01-12 11:39:54 main:574] : INFO : Epoch 1750 | loss: 0.031247 | val_loss: 0.0312472 | Time: 1611.29 ms [2022-01-12 11:39:55 main:574] : INFO : Epoch 1751 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 1576.27 ms [2022-01-12 11:39:57 main:574] : INFO : Epoch 1752 | loss: 0.0312461 | val_loss: 0.0312476 | Time: 1539.76 ms [2022-01-12 11:39:59 main:574] : INFO : Epoch 1753 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 1532.9 ms [2022-01-12 11:40:00 main:574] : INFO : Epoch 1754 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 1573.03 ms [2022-01-12 11:40:02 main:574] : INFO : Epoch 1755 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 1590.79 ms [2022-01-12 11:40:03 main:574] : INFO : Epoch 1756 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 1547.11 ms [2022-01-12 11:40:05 main:574] : INFO : Epoch 1757 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 1515.71 ms [2022-01-12 11:40:06 main:574] : INFO : Epoch 1758 | loss: 0.0312451 | val_loss: 0.0312457 | Time: 1542.82 ms [2022-01-12 11:40:08 main:574] : INFO : Epoch 1759 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 1675.8 ms [2022-01-12 11:40:09 main:574] : INFO : Epoch 1760 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1532.99 ms [2022-01-12 11:40:11 main:574] : INFO : Epoch 1761 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 1597.56 ms [2022-01-12 11:40:13 main:574] : INFO : Epoch 1762 | loss: 0.0312447 | val_loss: 0.0312458 | Time: 1547.2 ms [2022-01-12 11:40:14 main:574] : INFO : Epoch 1763 | loss: 0.0312442 | val_loss: 0.0312448 | Time: 1584.51 ms [2022-01-12 11:40:16 main:574] : INFO : Epoch 1764 | loss: 0.0312441 | val_loss: 0.0312449 | Time: 1598.83 ms [2022-01-12 11:40:17 main:574] : INFO : Epoch 1765 | loss: 0.0312438 | val_loss: 0.031245 | Time: 1533.7 ms [2022-01-12 11:40:19 main:574] : INFO : Epoch 1766 | loss: 0.0312433 | val_loss: 0.0312445 | Time: 1614.07 ms [2022-01-12 11:40:21 main:574] : INFO : Epoch 1767 | loss: 0.0312428 | val_loss: 0.0312441 | Time: 1584.39 ms [2022-01-12 11:40:22 main:574] : INFO : Epoch 1768 | loss: 0.0312426 | val_loss: 0.0312434 | Time: 1603.38 ms [2022-01-12 11:40:24 main:574] : INFO : Epoch 1769 | loss: 0.0312419 | val_loss: 0.0312431 | Time: 1620.75 ms [2022-01-12 11:40:25 main:574] : INFO : Epoch 1770 | loss: 0.0312416 | val_loss: 0.0312426 | Time: 1566 ms [2022-01-12 11:40:27 main:574] : INFO : Epoch 1771 | loss: 0.0312411 | val_loss: 0.0312434 | Time: 1566.24 ms [2022-01-12 11:40:29 main:574] : INFO : Epoch 1772 | loss: 0.0312414 | val_loss: 0.0312417 | Time: 1621.81 ms [2022-01-12 11:40:30 main:574] : INFO : Epoch 1773 | loss: 0.0312399 | val_loss: 0.0312408 | Time: 1580.68 ms [2022-01-12 11:40:32 main:574] : INFO : Epoch 1774 | loss: 0.0312393 | val_loss: 0.0312404 | Time: 1595.84 ms [2022-01-12 11:40:33 main:574] : INFO : Epoch 1775 | loss: 0.0312387 | val_loss: 0.0312397 | Time: 1605.84 ms [2022-01-12 11:40:35 main:574] : INFO : Epoch 1776 | loss: 0.0312381 | val_loss: 0.0312389 | Time: 1548.48 ms [2022-01-12 11:40:37 main:574] : INFO : Epoch 1777 | loss: 0.0312379 | val_loss: 0.0312385 | Time: 1637.46 ms [2022-01-12 11:40:38 main:574] : INFO : Epoch 1778 | loss: 0.0312363 | val_loss: 0.0312378 | Time: 1566.08 ms [2022-01-12 11:40:40 main:574] : INFO : Epoch 1779 | loss: 0.0312359 | val_loss: 0.0312384 | Time: 1545.46 ms [2022-01-12 11:40:41 main:574] : INFO : Epoch 1780 | loss: 0.0312352 | val_loss: 0.0312368 | Time: 1597.2 ms [2022-01-12 11:40:43 main:574] : INFO : Epoch 1781 | loss: 0.0312349 | val_loss: 0.0312356 | Time: 1566.59 ms [2022-01-12 11:40:44 main:574] : INFO : Epoch 1782 | loss: 0.0312335 | val_loss: 0.031235 | Time: 1572.19 ms [2022-01-12 11:40:46 main:574] : INFO : Epoch 1783 | loss: 0.031233 | val_loss: 0.0312339 | Time: 1601.46 ms [2022-01-12 11:40:48 main:574] : INFO : Epoch 1784 | loss: 0.0312319 | val_loss: 0.0312324 | Time: 1577.55 ms [2022-01-12 11:40:49 main:574] : INFO : Epoch 1785 | loss: 0.0312292 | val_loss: 0.031227 | Time: 1581.22 ms [2022-01-12 11:40:51 main:574] : INFO : Epoch 1786 | loss: 0.0312248 | val_loss: 0.0312248 | Time: 1639.35 ms [2022-01-12 11:40:52 main:574] : INFO : Epoch 1787 | loss: 0.0312228 | val_loss: 0.031224 | Time: 1586.82 ms [2022-01-12 11:40:54 main:574] : INFO : Epoch 1788 | loss: 0.0312222 | val_loss: 0.0312229 | Time: 1600.22 ms [2022-01-12 11:40:56 main:574] : INFO : Epoch 1789 | loss: 0.0312213 | val_loss: 0.0312214 | Time: 1546.54 ms [2022-01-12 11:40:57 main:574] : INFO : Epoch 1790 | loss: 0.0312194 | val_loss: 0.0312206 | Time: 1504.08 ms [2022-01-12 11:40:59 main:574] : INFO : Epoch 1791 | loss: 0.0312188 | val_loss: 0.0312209 | Time: 1594.02 ms [2022-01-12 11:41:00 main:574] : INFO : Epoch 1792 | loss: 0.0312183 | val_loss: 0.0312195 | Time: 1568.32 ms [2022-01-12 11:41:02 main:574] : INFO : Epoch 1793 | loss: 0.0312177 | val_loss: 0.0312174 | Time: 1515.68 ms [2022-01-12 11:41:03 main:574] : INFO : Epoch 1794 | loss: 0.0312172 | val_loss: 0.0312178 | Time: 1539.76 ms [2022-01-12 11:41:05 main:574] : INFO : Epoch 1795 | loss: 0.0312176 | val_loss: 0.0312205 | Time: 1581.03 ms [2022-01-12 11:41:06 main:574] : INFO : Epoch 1796 | loss: 0.0312162 | val_loss: 0.0312164 | Time: 1569.56 ms [2022-01-12 11:41:08 main:574] : INFO : Epoch 1797 | loss: 0.0312165 | val_loss: 0.0312163 | Time: 1569.96 ms [2022-01-12 11:41:10 main:574] : INFO : Epoch 1798 | loss: 0.031215 | val_loss: 0.0312169 | Time: 1638.06 ms [2022-01-12 11:41:11 main:574] : INFO : Epoch 1799 | loss: 0.0312153 | val_loss: 0.031216 | Time: 1588.23 ms [2022-01-12 11:41:13 main:574] : INFO : Epoch 1800 | loss: 0.0312157 | val_loss: 0.0312154 | Time: 1617.53 ms [2022-01-12 11:41:14 main:574] : INFO : Epoch 1801 | loss: 0.0312174 | val_loss: 0.0312215 | Time: 1575.96 ms [2022-01-12 11:41:16 main:574] : INFO : Epoch 1802 | loss: 0.0312163 | val_loss: 0.0312148 | Time: 1546.31 ms [2022-01-12 11:41:18 main:574] : INFO : Epoch 1803 | loss: 0.031214 | val_loss: 0.0312151 | Time: 1545.53 ms [2022-01-12 11:41:19 main:574] : INFO : Epoch 1804 | loss: 0.0312142 | val_loss: 0.0312162 | Time: 1584.74 ms [2022-01-12 11:41:21 main:574] : INFO : Epoch 1805 | loss: 0.0312148 | val_loss: 0.031215 | Time: 1515.44 ms [2022-01-12 11:41:22 main:574] : INFO : Epoch 1806 | loss: 0.0312146 | val_loss: 0.0312157 | Time: 1611.1 ms [2022-01-12 11:41:24 main:574] : INFO : Epoch 1807 | loss: 0.0312142 | val_loss: 0.0312139 | Time: 1605.22 ms [2022-01-12 11:41:25 main:574] : INFO : Epoch 1808 | loss: 0.0312143 | val_loss: 0.0312144 | Time: 1578.1 ms [2022-01-12 11:41:27 main:574] : INFO : Epoch 1809 | loss: 0.031214 | val_loss: 0.0312154 | Time: 1565.09 ms [2022-01-12 11:41:29 main:574] : INFO : Epoch 1810 | loss: 0.0312133 | val_loss: 0.0312133 | Time: 1524.01 ms [2022-01-12 11:41:30 main:574] : INFO : Epoch 1811 | loss: 0.0312141 | val_loss: 0.0312156 | Time: 1522.38 ms [2022-01-12 11:41:32 main:574] : INFO : Epoch 1812 | loss: 0.0312136 | val_loss: 0.0312148 | Time: 1600.5 ms [2022-01-12 11:41:33 main:574] : INFO : Epoch 1813 | loss: 0.0312133 | val_loss: 0.0312137 | Time: 1620.32 ms [2022-01-12 11:41:35 main:574] : INFO : Epoch 1814 | loss: 0.0312138 | val_loss: 0.0312146 | Time: 1601.18 ms [2022-01-12 11:41:36 main:574] : INFO : Epoch 1815 | loss: 0.0312136 | val_loss: 0.0312141 | Time: 1543.68 ms [2022-01-12 11:41:38 main:574] : INFO : Epoch 1816 | loss: 0.0312139 | val_loss: 0.0312144 | Time: 1567.04 ms [2022-01-12 11:41:40 main:574] : INFO : Epoch 1817 | loss: 0.0312135 | val_loss: 0.0312147 | Time: 1622.42 ms [2022-01-12 11:41:41 main:574] : INFO : Epoch 1818 | loss: 0.0312146 | val_loss: 0.0312142 | Time: 1609.04 ms [2022-01-12 11:41:43 main:574] : INFO : Epoch 1819 | loss: 0.0312135 | val_loss: 0.0312139 | Time: 1564.32 ms [2022-01-12 11:41:44 main:574] : INFO : Epoch 1820 | loss: 0.0312135 | val_loss: 0.0312124 | Time: 1601.97 ms [2022-01-12 11:41:46 main:574] : INFO : Epoch 1821 | loss: 0.0312153 | val_loss: 0.0312143 | Time: 1621.24 ms [2022-01-12 11:41:48 main:574] : INFO : Epoch 1822 | loss: 0.0312147 | val_loss: 0.0312163 | Time: 1598.57 ms [2022-01-12 11:41:49 main:574] : INFO : Epoch 1823 | loss: 0.031217 | val_loss: 0.0312175 | Time: 1542.08 ms [2022-01-12 11:41:51 main:574] : INFO : Epoch 1824 | loss: 0.0312154 | val_loss: 0.0312177 | Time: 1525.09 ms [2022-01-12 11:41:52 main:574] : INFO : Epoch 1825 | loss: 0.031216 | val_loss: 0.031212 | Time: 1526.42 ms [2022-01-12 11:41:54 main:574] : INFO : Epoch 1826 | loss: 0.0312149 | val_loss: 0.0312121 | Time: 1548.84 ms [2022-01-12 11:41:55 main:574] : INFO : Epoch 1827 | loss: 0.0312128 | val_loss: 0.031213 | Time: 1565.24 ms [2022-01-12 11:41:57 main:574] : INFO : Epoch 1828 | loss: 0.0312125 | val_loss: 0.0312139 | Time: 1592.87 ms [2022-01-12 11:41:59 main:574] : INFO : Epoch 1829 | loss: 0.0312128 | val_loss: 0.0312148 | Time: 1571.3 ms [2022-01-12 11:42:00 main:574] : INFO : Epoch 1830 | loss: 0.031213 | val_loss: 0.0312176 | Time: 1587.28 ms [2022-01-12 11:42:02 main:574] : INFO : Epoch 1831 | loss: 0.0312129 | val_loss: 0.0312129 | Time: 1602.13 ms [2022-01-12 11:42:03 main:574] : INFO : Epoch 1832 | loss: 0.0312122 | val_loss: 0.0312122 | Time: 1602.87 ms [2022-01-12 11:42:05 main:574] : INFO : Epoch 1833 | loss: 0.0312127 | val_loss: 0.0312126 | Time: 1566.75 ms [2022-01-12 11:42:06 main:574] : INFO : Epoch 1834 | loss: 0.0312114 | val_loss: 0.031212 | Time: 1559.6 ms [2022-01-12 11:42:08 main:574] : INFO : Epoch 1835 | loss: 0.0312128 | val_loss: 0.0312116 | Time: 1569.35 ms [2022-01-12 11:42:10 main:574] : INFO : Epoch 1836 | loss: 0.031213 | val_loss: 0.0312114 | Time: 1571.8 ms [2022-01-12 11:42:11 main:574] : INFO : Epoch 1837 | loss: 0.0312129 | val_loss: 0.0312171 | Time: 1606.58 ms [2022-01-12 11:42:13 main:574] : INFO : Epoch 1838 | loss: 0.0312138 | val_loss: 0.0312122 | Time: 1615.53 ms [2022-01-12 11:42:14 main:574] : INFO : Epoch 1839 | loss: 0.031212 | val_loss: 0.0312101 | Time: 1612.33 ms [2022-01-12 11:42:16 main:574] : INFO : Epoch 1840 | loss: 0.0312101 | val_loss: 0.0312103 | Time: 1582.39 ms [2022-01-12 11:42:18 main:574] : INFO : Epoch 1841 | loss: 0.0312095 | val_loss: 0.0312095 | Time: 1584.85 ms [2022-01-12 11:42:19 main:574] : INFO : Epoch 1842 | loss: 0.0312107 | val_loss: 0.0312123 | Time: 1554.86 ms [2022-01-12 11:42:21 main:574] : INFO : Epoch 1843 | loss: 0.0312118 | val_loss: 0.0312132 | Time: 1578.22 ms [2022-01-12 11:42:22 main:574] : INFO : Epoch 1844 | loss: 0.03121 | val_loss: 0.0312095 | Time: 1569.31 ms [2022-01-12 11:42:24 main:574] : INFO : Epoch 1845 | loss: 0.0312095 | val_loss: 0.0312124 | Time: 1561.33 ms [2022-01-12 11:42:25 main:574] : INFO : Epoch 1846 | loss: 0.0312133 | val_loss: 0.031212 | Time: 1565.06 ms [2022-01-12 11:42:27 main:574] : INFO : Epoch 1847 | loss: 0.0312128 | val_loss: 0.031211 | Time: 1630 ms [2022-01-12 11:42:29 main:574] : INFO : Epoch 1848 | loss: 0.0312135 | val_loss: 0.0312185 | Time: 1598.19 ms [2022-01-12 11:42:30 main:574] : INFO : Epoch 1849 | loss: 0.0312139 | val_loss: 0.03121 | Time: 1634.32 ms [2022-01-12 11:42:32 main:574] : INFO : Epoch 1850 | loss: 0.0312132 | val_loss: 0.0312116 | Time: 1574.55 ms [2022-01-12 11:42:33 main:574] : INFO : Epoch 1851 | loss: 0.0312105 | val_loss: 0.0312101 | Time: 1548.95 ms [2022-01-12 11:42:35 main:574] : INFO : Epoch 1852 | loss: 0.0312111 | val_loss: 0.0312135 | Time: 1540.54 ms [2022-01-12 11:42:37 main:574] : INFO : Epoch 1853 | loss: 0.0312118 | val_loss: 0.0312116 | Time: 1502.73 ms [2022-01-12 11:42:38 main:574] : INFO : Epoch 1854 | loss: 0.0312102 | val_loss: 0.0312094 | Time: 1576.82 ms [2022-01-12 11:42:40 main:574] : INFO : Epoch 1855 | loss: 0.0312108 | val_loss: 0.0312099 | Time: 1549.67 ms [2022-01-12 11:42:41 main:574] : INFO : Epoch 1856 | loss: 0.0312106 | val_loss: 0.0312134 | Time: 1586.92 ms [2022-01-12 11:42:43 main:574] : INFO : Epoch 1857 | loss: 0.0312105 | val_loss: 0.031212 | Time: 1573.15 ms [2022-01-12 11:42:44 main:574] : INFO : Epoch 1858 | loss: 0.0312103 | val_loss: 0.0312095 | Time: 1590.53 ms [2022-01-12 11:42:46 main:574] : INFO : Epoch 1859 | loss: 0.0312095 | val_loss: 0.0312116 | Time: 1518.07 ms [2022-01-12 11:42:48 main:574] : INFO : Epoch 1860 | loss: 0.031211 | val_loss: 0.0312083 | Time: 1642.26 ms [2022-01-12 11:42:49 main:574] : INFO : Epoch 1861 | loss: 0.031209 | val_loss: 0.0312102 | Time: 1605.99 ms [2022-01-12 11:42:51 main:574] : INFO : Epoch 1862 | loss: 0.0312103 | val_loss: 0.0312112 | Time: 1590.71 ms [2022-01-12 11:42:52 main:574] : INFO : Epoch 1863 | loss: 0.0312096 | val_loss: 0.031212 | Time: 1573.25 ms [2022-01-12 11:42:54 main:574] : INFO : Epoch 1864 | loss: 0.0312097 | val_loss: 0.0312085 | Time: 1529.29 ms [2022-01-12 11:42:55 main:574] : INFO : Epoch 1865 | loss: 0.0312098 | val_loss: 0.0312097 | Time: 1548.13 ms [2022-01-12 11:42:57 main:574] : INFO : Epoch 1866 | loss: 0.0312096 | val_loss: 0.0312083 | Time: 1554.06 ms [2022-01-12 11:42:59 main:574] : INFO : Epoch 1867 | loss: 0.0312103 | val_loss: 0.031211 | Time: 1586.57 ms [2022-01-12 11:43:00 main:574] : INFO : Epoch 1868 | loss: 0.03121 | val_loss: 0.0312089 | Time: 1569.35 ms [2022-01-12 11:43:02 main:574] : INFO : Epoch 1869 | loss: 0.0312096 | val_loss: 0.0312073 | Time: 1650.3 ms [2022-01-12 11:43:03 main:574] : INFO : Epoch 1870 | loss: 0.0312088 | val_loss: 0.0312115 | Time: 1616.86 ms [2022-01-12 11:43:05 main:574] : INFO : Epoch 1871 | loss: 0.0312094 | val_loss: 0.0312085 | Time: 1594.58 ms [2022-01-12 11:43:07 main:574] : INFO : Epoch 1872 | loss: 0.0312069 | val_loss: 0.0312063 | Time: 1593.9 ms [2022-01-12 11:43:08 main:574] : INFO : Epoch 1873 | loss: 0.0312088 | val_loss: 0.031209 | Time: 1549.48 ms [2022-01-12 11:43:10 main:574] : INFO : Epoch 1874 | loss: 0.0312107 | val_loss: 0.0312059 | Time: 1569.35 ms [2022-01-12 11:43:11 main:574] : INFO : Epoch 1875 | loss: 0.03121 | val_loss: 0.0312116 | Time: 1562.91 ms [2022-01-12 11:43:13 main:574] : INFO : Epoch 1876 | loss: 0.031208 | val_loss: 0.031209 | Time: 1555.36 ms [2022-01-12 11:43:14 main:574] : INFO : Epoch 1877 | loss: 0.0312066 | val_loss: 0.0312107 | Time: 1469.17 ms [2022-01-12 11:43:16 main:574] : INFO : Epoch 1878 | loss: 0.0312065 | val_loss: 0.0312064 | Time: 1552.93 ms [2022-01-12 11:43:17 main:574] : INFO : Epoch 1879 | loss: 0.031207 | val_loss: 0.0312085 | Time: 1580.64 ms [2022-01-12 11:43:19 main:574] : INFO : Epoch 1880 | loss: 0.031209 | val_loss: 0.0312092 | Time: 1636.31 ms [2022-01-12 11:43:21 main:574] : INFO : Epoch 1881 | loss: 0.0312079 | val_loss: 0.0312068 | Time: 1596.34 ms [2022-01-12 11:43:22 main:574] : INFO : Epoch 1882 | loss: 0.0312061 | val_loss: 0.0312094 | Time: 1577.53 ms [2022-01-12 11:43:24 main:574] : INFO : Epoch 1883 | loss: 0.0312056 | val_loss: 0.0312047 | Time: 1641.98 ms [2022-01-12 11:43:25 main:574] : INFO : Epoch 1884 | loss: 0.031205 | val_loss: 0.0312078 | Time: 1518.09 ms [2022-01-12 11:43:27 main:574] : INFO : Epoch 1885 | loss: 0.0312049 | val_loss: 0.0312048 | Time: 1588.64 ms [2022-01-12 11:43:29 main:574] : INFO : Epoch 1886 | loss: 0.0312041 | val_loss: 0.031204 | Time: 1613.58 ms [2022-01-12 11:43:30 main:574] : INFO : Epoch 1887 | loss: 0.0312046 | val_loss: 0.0312056 | Time: 1601.18 ms [2022-01-12 11:43:32 main:574] : INFO : Epoch 1888 | loss: 0.0312042 | val_loss: 0.0312057 | Time: 1563.04 ms [2022-01-12 11:43:33 main:574] : INFO : Epoch 1889 | loss: 0.0312046 | val_loss: 0.031205 | Time: 1512.32 ms [2022-01-12 11:43:35 main:574] : INFO : Epoch 1890 | loss: 0.0312045 | val_loss: 0.031205 | Time: 1581.71 ms [2022-01-12 11:43:36 main:574] : INFO : Epoch 1891 | loss: 0.0312054 | val_loss: 0.0312096 | Time: 1551.86 ms [2022-01-12 11:43:38 main:574] : INFO : Epoch 1892 | loss: 0.0312059 | val_loss: 0.0312081 | Time: 1578.42 ms [2022-01-12 11:43:40 main:574] : INFO : Epoch 1893 | loss: 0.031205 | val_loss: 0.0312047 | Time: 1598.24 ms [2022-01-12 11:43:41 main:574] : INFO : Epoch 1894 | loss: 0.0312038 | val_loss: 0.031205 | Time: 1545.29 ms [2022-01-12 11:43:43 main:574] : INFO : Epoch 1895 | loss: 0.0312053 | val_loss: 0.0312038 | Time: 1574.98 ms [2022-01-12 11:43:44 main:574] : INFO : Epoch 1896 | loss: 0.0312039 | val_loss: 0.0312032 | Time: 1552.85 ms [2022-01-12 11:43:46 main:574] : INFO : Epoch 1897 | loss: 0.0312068 | val_loss: 0.0312067 | Time: 1499.31 ms [2022-01-12 11:43:47 main:574] : INFO : Epoch 1898 | loss: 0.0312069 | val_loss: 0.0312037 | Time: 1584.43 ms [2022-01-12 11:43:49 main:574] : INFO : Epoch 1899 | loss: 0.0312052 | val_loss: 0.0312045 | Time: 1523.21 ms [2022-01-12 11:43:51 main:574] : INFO : Epoch 1900 | loss: 0.0312032 | val_loss: 0.0312029 | Time: 1547.5 ms [2022-01-12 11:43:52 main:574] : INFO : Epoch 1901 | loss: 0.0312032 | val_loss: 0.0312028 | Time: 1511.97 ms [2022-01-12 11:43:54 main:574] : INFO : Epoch 1902 | loss: 0.0312035 | val_loss: 0.031206 | Time: 1622.66 ms [2022-01-12 11:43:55 main:574] : INFO : Epoch 1903 | loss: 0.0312035 | val_loss: 0.0312033 | Time: 1641.17 ms [2022-01-12 11:43:57 main:574] : INFO : Epoch 1904 | loss: 0.0312031 | val_loss: 0.0312029 | Time: 1508.2 ms [2022-01-12 11:43:58 main:574] : INFO : Epoch 1905 | loss: 0.0312024 | val_loss: 0.0312028 | Time: 1555.77 ms [2022-01-12 11:44:00 main:574] : INFO : Epoch 1906 | loss: 0.0312025 | val_loss: 0.0312036 | Time: 1562.59 ms [2022-01-12 11:44:01 main:574] : INFO : Epoch 1907 | loss: 0.0312026 | val_loss: 0.0312033 | Time: 1529.19 ms [2022-01-12 11:44:03 main:574] : INFO : Epoch 1908 | loss: 0.0312045 | val_loss: 0.0312023 | Time: 1592.14 ms [2022-01-12 11:44:05 main:574] : INFO : Epoch 1909 | loss: 0.0312036 | val_loss: 0.0312094 | Time: 1525.34 ms [2022-01-12 11:44:06 main:574] : INFO : Epoch 1910 | loss: 0.0312029 | val_loss: 0.0312024 | Time: 1624.22 ms [2022-01-12 11:44:08 main:574] : INFO : Epoch 1911 | loss: 0.0312018 | val_loss: 0.0312028 | Time: 1541.18 ms [2022-01-12 11:44:09 main:574] : INFO : Epoch 1912 | loss: 0.0312028 | val_loss: 0.0312021 | Time: 1529.11 ms [2022-01-12 11:44:11 main:574] : INFO : Epoch 1913 | loss: 0.0312019 | val_loss: 0.0312025 | Time: 1580.09 ms [2022-01-12 11:44:12 main:574] : INFO : Epoch 1914 | loss: 0.0312023 | val_loss: 0.0312065 | Time: 1602.54 ms [2022-01-12 11:44:14 main:574] : INFO : Epoch 1915 | loss: 0.0312101 | val_loss: 0.0312164 | Time: 1593.08 ms [2022-01-12 11:44:16 main:574] : INFO : Epoch 1916 | loss: 0.0312047 | val_loss: 0.0312033 | Time: 1568.67 ms [2022-01-12 11:44:17 main:574] : INFO : Epoch 1917 | loss: 0.0312015 | val_loss: 0.0312025 | Time: 1540.98 ms [2022-01-12 11:44:19 main:574] : INFO : Epoch 1918 | loss: 0.0312011 | val_loss: 0.0312022 | Time: 1587.66 ms [2022-01-12 11:44:20 main:574] : INFO : Epoch 1919 | loss: 0.0312018 | val_loss: 0.0312038 | Time: 1529.3 ms [2022-01-12 11:44:22 main:574] : INFO : Epoch 1920 | loss: 0.0312016 | val_loss: 0.0312039 | Time: 1517.24 ms [2022-01-12 11:44:23 main:574] : INFO : Epoch 1921 | loss: 0.0312038 | val_loss: 0.0312138 | Time: 1602.2 ms [2022-01-12 11:44:25 main:574] : INFO : Epoch 1922 | loss: 0.0312058 | val_loss: 0.0312023 | Time: 1512.37 ms [2022-01-12 11:44:26 main:574] : INFO : Epoch 1923 | loss: 0.031202 | val_loss: 0.0312108 | Time: 1498.25 ms [2022-01-12 11:44:28 main:574] : INFO : Epoch 1924 | loss: 0.031202 | val_loss: 0.0312029 | Time: 1506.99 ms [2022-01-12 11:44:30 main:574] : INFO : Epoch 1925 | loss: 0.0312014 | val_loss: 0.0312033 | Time: 1554.99 ms [2022-01-12 11:44:31 main:574] : INFO : Epoch 1926 | loss: 0.031201 | val_loss: 0.0312025 | Time: 1599.14 ms [2022-01-12 11:44:33 main:574] : INFO : Epoch 1927 | loss: 0.0312015 | val_loss: 0.0312023 | Time: 1553.55 ms [2022-01-12 11:44:34 main:574] : INFO : Epoch 1928 | loss: 0.0312073 | val_loss: 0.0312125 | Time: 1572.25 ms [2022-01-12 11:44:36 main:574] : INFO : Epoch 1929 | loss: 0.031208 | val_loss: 0.0312028 | Time: 1529.4 ms [2022-01-12 11:44:37 main:574] : INFO : Epoch 1930 | loss: 0.0312075 | val_loss: 0.031205 | Time: 1569.83 ms [2022-01-12 11:44:39 main:574] : INFO : Epoch 1931 | loss: 0.0312026 | val_loss: 0.0312091 | Time: 1641.57 ms [2022-01-12 11:44:41 main:574] : INFO : Epoch 1932 | loss: 0.0312024 | val_loss: 0.0312042 | Time: 1653.82 ms [2022-01-12 11:44:42 main:574] : INFO : Epoch 1933 | loss: 0.0312022 | val_loss: 0.0312103 | Time: 1668.66 ms [2022-01-12 11:44:44 main:574] : INFO : Epoch 1934 | loss: 0.0312046 | val_loss: 0.031202 | Time: 1578.08 ms [2022-01-12 11:44:46 main:574] : INFO : Epoch 1935 | loss: 0.031203 | val_loss: 0.0312047 | Time: 1603.02 ms [2022-01-12 11:44:47 main:574] : INFO : Epoch 1936 | loss: 0.0312019 | val_loss: 0.0312048 | Time: 1567.83 ms [2022-01-12 11:44:49 main:574] : INFO : Epoch 1937 | loss: 0.0312005 | val_loss: 0.0312026 | Time: 1636.69 ms [2022-01-12 11:44:50 main:574] : INFO : Epoch 1938 | loss: 0.0312039 | val_loss: 0.03122 | Time: 1582.65 ms [2022-01-12 11:44:52 main:574] : INFO : Epoch 1939 | loss: 0.0312059 | val_loss: 0.0312034 | Time: 1571.39 ms [2022-01-12 11:44:53 main:574] : INFO : Epoch 1940 | loss: 0.0312007 | val_loss: 0.0312034 | Time: 1579.81 ms [2022-01-12 11:44:55 main:574] : INFO : Epoch 1941 | loss: 0.0312033 | val_loss: 0.031207 | Time: 1593.98 ms [2022-01-12 11:44:57 main:574] : INFO : Epoch 1942 | loss: 0.0312029 | val_loss: 0.0312034 | Time: 1527.92 ms [2022-01-12 11:44:58 main:574] : INFO : Epoch 1943 | loss: 0.0311999 | val_loss: 0.031202 | Time: 1564.65 ms [2022-01-12 11:45:00 main:574] : INFO : Epoch 1944 | loss: 0.0311996 | val_loss: 0.031202 | Time: 1551.13 ms [2022-01-12 11:45:01 main:574] : INFO : Epoch 1945 | loss: 0.0312004 | val_loss: 0.0312019 | Time: 1543.86 ms [2022-01-12 11:45:03 main:574] : INFO : Epoch 1946 | loss: 0.0311995 | val_loss: 0.0312027 | Time: 1581.92 ms [2022-01-12 11:45:04 main:574] : INFO : Epoch 1947 | loss: 0.0312016 | val_loss: 0.0312148 | Time: 1548.78 ms [2022-01-12 11:45:06 main:574] : INFO : Epoch 1948 | loss: 0.0312044 | val_loss: 0.0312048 | Time: 1568.56 ms [2022-01-12 11:45:08 main:574] : INFO : Epoch 1949 | loss: 0.0312034 | val_loss: 0.031208 | Time: 1590.52 ms [2022-01-12 11:45:09 main:574] : INFO : Epoch 1950 | loss: 0.0312035 | val_loss: 0.0312021 | Time: 1556.6 ms [2022-01-12 11:45:11 main:574] : INFO : Epoch 1951 | loss: 0.0312055 | val_loss: 0.03122 | Time: 1581.68 ms [2022-01-12 11:45:12 main:574] : INFO : Epoch 1952 | loss: 0.0312111 | val_loss: 0.031217 | Time: 1594.86 ms [2022-01-12 11:45:14 main:574] : INFO : Epoch 1953 | loss: 0.0312057 | val_loss: 0.0312046 | Time: 1600.9 ms [2022-01-12 11:45:15 main:574] : INFO : Epoch 1954 | loss: 0.0312012 | val_loss: 0.0312064 | Time: 1572.99 ms [2022-01-12 11:45:17 main:574] : INFO : Epoch 1955 | loss: 0.0312012 | val_loss: 0.0312037 | Time: 1558.03 ms [2022-01-12 11:45:19 main:574] : INFO : Epoch 1956 | loss: 0.0312001 | val_loss: 0.0312026 | Time: 1607.87 ms [2022-01-12 11:45:20 main:574] : INFO : Epoch 1957 | loss: 0.0311995 | val_loss: 0.0312016 | Time: 1593.72 ms [2022-01-12 11:45:22 main:574] : INFO : Epoch 1958 | loss: 0.0311992 | val_loss: 0.0312017 | Time: 1595.76 ms [2022-01-12 11:45:23 main:574] : INFO : Epoch 1959 | loss: 0.0311998 | val_loss: 0.0312034 | Time: 1530.05 ms [2022-01-12 11:45:25 main:574] : INFO : Epoch 1960 | loss: 0.0312013 | val_loss: 0.0312141 | Time: 1590.76 ms [2022-01-12 11:45:27 main:574] : INFO : Epoch 1961 | loss: 0.0312029 | val_loss: 0.0312039 | Time: 1588.34 ms [2022-01-12 11:45:28 main:574] : INFO : Epoch 1962 | loss: 0.0311993 | val_loss: 0.0312048 | Time: 1572.35 ms [2022-01-12 11:45:30 main:574] : INFO : Epoch 1963 | loss: 0.0312011 | val_loss: 0.0312173 | Time: 1605.31 ms [2022-01-12 11:45:31 main:574] : INFO : Epoch 1964 | loss: 0.0312027 | val_loss: 0.031203 | Time: 1610.83 ms [2022-01-12 11:45:33 main:574] : INFO : Epoch 1965 | loss: 0.0311997 | val_loss: 0.031202 | Time: 1600.8 ms [2022-01-12 11:45:35 main:574] : INFO : Epoch 1966 | loss: 0.0312006 | val_loss: 0.0312029 | Time: 1606.74 ms [2022-01-12 11:45:36 main:574] : INFO : Epoch 1967 | loss: 0.0312007 | val_loss: 0.0312066 | Time: 1663.81 ms [2022-01-12 11:45:38 main:574] : INFO : Epoch 1968 | loss: 0.0312008 | val_loss: 0.0312032 | Time: 1647.75 ms [2022-01-12 11:45:40 main:574] : INFO : Epoch 1969 | loss: 0.031199 | val_loss: 0.0312085 | Time: 1638.77 ms [2022-01-12 11:45:41 main:574] : INFO : Epoch 1970 | loss: 0.0312 | val_loss: 0.0312071 | Time: 1586.5 ms [2022-01-12 11:45:43 main:574] : INFO : Epoch 1971 | loss: 0.0312016 | val_loss: 0.0312076 | Time: 1638.15 ms [2022-01-12 11:45:44 main:574] : INFO : Epoch 1972 | loss: 0.0312039 | val_loss: 0.0312066 | Time: 1542.19 ms [2022-01-12 11:45:46 main:574] : INFO : Epoch 1973 | loss: 0.0312018 | val_loss: 0.031203 | Time: 1560.12 ms [2022-01-12 11:45:47 main:574] : INFO : Epoch 1974 | loss: 0.0311991 | val_loss: 0.0312066 | Time: 1534.31 ms [2022-01-12 11:45:49 main:574] : INFO : Epoch 1975 | loss: 0.0311996 | val_loss: 0.0312039 | Time: 1559.62 ms [2022-01-12 11:45:51 main:574] : INFO : Epoch 1976 | loss: 0.0311983 | val_loss: 0.0312043 | Time: 1584.27 ms [2022-01-12 11:45:52 main:574] : INFO : Epoch 1977 | loss: 0.0312003 | val_loss: 0.0312049 | Time: 1575.31 ms [2022-01-12 11:45:54 main:574] : INFO : Epoch 1978 | loss: 0.0312011 | val_loss: 0.0312034 | Time: 1535.62 ms [2022-01-12 11:45:55 main:574] : INFO : Epoch 1979 | loss: 0.0312007 | val_loss: 0.0312129 | Time: 1611.56 ms [2022-01-12 11:45:57 main:574] : INFO : Epoch 1980 | loss: 0.0312009 | val_loss: 0.0312067 | Time: 1529.25 ms [2022-01-12 11:45:58 main:574] : INFO : Epoch 1981 | loss: 0.0312016 | val_loss: 0.0312027 | Time: 1592.46 ms [2022-01-12 11:46:00 main:574] : INFO : Epoch 1982 | loss: 0.0311987 | val_loss: 0.0312048 | Time: 1569.93 ms [2022-01-12 11:46:02 main:574] : INFO : Epoch 1983 | loss: 0.0311999 | val_loss: 0.031205 | Time: 1591.24 ms [2022-01-12 11:46:03 main:574] : INFO : Epoch 1984 | loss: 0.0311991 | val_loss: 0.031202 | Time: 1610.94 ms [2022-01-12 11:46:05 main:574] : INFO : Epoch 1985 | loss: 0.0311986 | val_loss: 0.0312039 | Time: 1615.74 ms [2022-01-12 11:46:06 main:574] : INFO : Epoch 1986 | loss: 0.0311984 | val_loss: 0.0312039 | Time: 1612.74 ms [2022-01-12 11:46:08 main:574] : INFO : Epoch 1987 | loss: 0.0311982 | val_loss: 0.0312019 | Time: 1592.63 ms [2022-01-12 11:46:10 main:574] : INFO : Epoch 1988 | loss: 0.0311982 | val_loss: 0.0312034 | Time: 1547.67 ms [2022-01-12 11:46:11 main:574] : INFO : Epoch 1989 | loss: 0.0311983 | val_loss: 0.0312023 | Time: 1559.41 ms [2022-01-12 11:46:13 main:574] : INFO : Epoch 1990 | loss: 0.0311987 | val_loss: 0.0312032 | Time: 1596.93 ms [2022-01-12 11:46:14 main:574] : INFO : Epoch 1991 | loss: 0.0311989 | val_loss: 0.031206 | Time: 1629.7 ms [2022-01-12 11:46:16 main:574] : INFO : Epoch 1992 | loss: 0.0312008 | val_loss: 0.031202 | Time: 1609.1 ms [2022-01-12 11:46:18 main:574] : INFO : Epoch 1993 | loss: 0.0311981 | val_loss: 0.0312041 | Time: 1586.83 ms [2022-01-12 11:46:19 main:574] : INFO : Epoch 1994 | loss: 0.0311986 | val_loss: 0.0312048 | Time: 1552.97 ms [2022-01-12 11:46:21 main:574] : INFO : Epoch 1995 | loss: 0.0311981 | val_loss: 0.0312042 | Time: 1568.55 ms [2022-01-12 11:46:22 main:574] : INFO : Epoch 1996 | loss: 0.0312004 | val_loss: 0.0312108 | Time: 1573.77 ms [2022-01-12 11:46:24 main:574] : INFO : Epoch 1997 | loss: 0.0311994 | val_loss: 0.0312044 | Time: 1518.15 ms [2022-01-12 11:46:25 main:574] : INFO : Epoch 1998 | loss: 0.0311984 | val_loss: 0.0312045 | Time: 1559.16 ms [2022-01-12 11:46:27 main:574] : INFO : Epoch 1999 | loss: 0.0312026 | val_loss: 0.0312024 | Time: 1558.45 ms [2022-01-12 11:46:28 main:574] : INFO : Epoch 2000 | loss: 0.0312011 | val_loss: 0.0312055 | Time: 1596.1 ms [2022-01-12 11:46:30 main:574] : INFO : Epoch 2001 | loss: 0.031201 | val_loss: 0.0312028 | Time: 1549.8 ms [2022-01-12 11:46:32 main:574] : INFO : Epoch 2002 | loss: 0.0312028 | val_loss: 0.0312054 | Time: 1597.56 ms [2022-01-12 11:46:33 main:574] : INFO : Epoch 2003 | loss: 0.0312038 | val_loss: 0.031202 | Time: 1636.17 ms [2022-01-12 11:46:35 main:574] : INFO : Epoch 2004 | loss: 0.0312042 | val_loss: 0.0312044 | Time: 1567.45 ms [2022-01-12 11:46:36 main:574] : INFO : Epoch 2005 | loss: 0.0311995 | val_loss: 0.0311999 | Time: 1575.17 ms [2022-01-12 11:46:38 main:574] : INFO : Epoch 2006 | loss: 0.0311981 | val_loss: 0.0312043 | Time: 1607 ms [2022-01-12 11:46:40 main:574] : INFO : Epoch 2007 | loss: 0.0311983 | val_loss: 0.0312015 | Time: 1588.85 ms [2022-01-12 11:46:41 main:574] : INFO : Epoch 2008 | loss: 0.0311988 | val_loss: 0.0311997 | Time: 1604.4 ms [2022-01-12 11:46:43 main:574] : INFO : Epoch 2009 | loss: 0.0311982 | val_loss: 0.0312047 | Time: 1523.35 ms [2022-01-12 11:46:44 main:574] : INFO : Epoch 2010 | loss: 0.0312009 | val_loss: 0.0312015 | Time: 1578.64 ms [2022-01-12 11:46:46 main:574] : INFO : Epoch 2011 | loss: 0.0311981 | val_loss: 0.0312006 | Time: 1578.29 ms [2022-01-12 11:46:48 main:574] : INFO : Epoch 2012 | loss: 0.0312 | val_loss: 0.0312109 | Time: 1631.79 ms [2022-01-12 11:46:49 main:574] : INFO : Epoch 2013 | loss: 0.0312009 | val_loss: 0.0312023 | Time: 1551.4 ms [2022-01-12 11:46:51 main:574] : INFO : Epoch 2014 | loss: 0.0311996 | val_loss: 0.0312012 | Time: 1523.43 ms [2022-01-12 11:46:52 main:574] : INFO : Epoch 2015 | loss: 0.031199 | val_loss: 0.0312013 | Time: 1591.99 ms [2022-01-12 11:46:54 main:574] : INFO : Epoch 2016 | loss: 0.0311975 | val_loss: 0.0312002 | Time: 1580.06 ms [2022-01-12 11:46:55 main:574] : INFO : Epoch 2017 | loss: 0.0311978 | val_loss: 0.0312045 | Time: 1597.82 ms [2022-01-12 11:46:57 main:574] : INFO : Epoch 2018 | loss: 0.0311985 | val_loss: 0.0312007 | Time: 1581.77 ms [2022-01-12 11:46:59 main:574] : INFO : Epoch 2019 | loss: 0.0312003 | val_loss: 0.031203 | Time: 1600.78 ms [2022-01-12 11:47:00 main:574] : INFO : Epoch 2020 | loss: 0.0311976 | val_loss: 0.0312024 | Time: 1611.84 ms [2022-01-12 11:47:02 main:574] : INFO : Epoch 2021 | loss: 0.031197 | val_loss: 0.0312047 | Time: 1549.3 ms [2022-01-12 11:47:03 main:574] : INFO : Epoch 2022 | loss: 0.0311966 | val_loss: 0.0312098 | Time: 1579.48 ms [2022-01-12 11:47:05 main:574] : INFO : Epoch 2023 | loss: 0.0311987 | val_loss: 0.0312017 | Time: 1568.76 ms [2022-01-12 11:47:07 main:574] : INFO : Epoch 2024 | loss: 0.0311964 | val_loss: 0.031201 | Time: 1578.42 ms [2022-01-12 11:47:08 main:574] : INFO : Epoch 2025 | loss: 0.0311963 | val_loss: 0.0312013 | Time: 1583.41 ms [2022-01-12 11:47:10 main:574] : INFO : Epoch 2026 | loss: 0.0311986 | val_loss: 0.031212 | Time: 1554.61 ms [2022-01-12 11:47:11 main:574] : INFO : Epoch 2027 | loss: 0.0312011 | val_loss: 0.0312006 | Time: 1576.11 ms [2022-01-12 11:47:13 main:574] : INFO : Epoch 2028 | loss: 0.0311965 | val_loss: 0.0312005 | Time: 1584.66 ms [2022-01-12 11:47:14 main:574] : INFO : Epoch 2029 | loss: 0.0311965 | val_loss: 0.0312076 | Time: 1600.06 ms [2022-01-12 11:47:16 main:574] : INFO : Epoch 2030 | loss: 0.0312015 | val_loss: 0.0312033 | Time: 1574.32 ms [2022-01-12 11:47:18 main:574] : INFO : Epoch 2031 | loss: 0.0312016 | val_loss: 0.0312037 | Time: 1611.87 ms [2022-01-12 11:47:19 main:574] : INFO : Epoch 2032 | loss: 0.0312051 | val_loss: 0.0312029 | Time: 1598.55 ms [2022-01-12 11:47:21 main:574] : INFO : Epoch 2033 | loss: 0.0312069 | val_loss: 0.0312052 | Time: 1642.9 ms [2022-01-12 11:47:22 main:574] : INFO : Epoch 2034 | loss: 0.0311998 | val_loss: 0.0312018 | Time: 1610.74 ms [2022-01-12 11:47:24 main:574] : INFO : Epoch 2035 | loss: 0.0311989 | val_loss: 0.0312017 | Time: 1556.29 ms [2022-01-12 11:47:26 main:574] : INFO : Epoch 2036 | loss: 0.0311992 | val_loss: 0.0312001 | Time: 1533.81 ms [2022-01-12 11:47:27 main:574] : INFO : Epoch 2037 | loss: 0.0312001 | val_loss: 0.0312042 | Time: 1554.4 ms [2022-01-12 11:47:29 main:574] : INFO : Epoch 2038 | loss: 0.0312007 | val_loss: 0.0312035 | Time: 1590.67 ms [2022-01-12 11:47:30 main:574] : INFO : Epoch 2039 | loss: 0.0311992 | val_loss: 0.0312031 | Time: 1604.77 ms [2022-01-12 11:47:32 main:574] : INFO : Epoch 2040 | loss: 0.0311985 | val_loss: 0.0312011 | Time: 1617.43 ms [2022-01-12 11:47:34 main:574] : INFO : Epoch 2041 | loss: 0.0311991 | val_loss: 0.0312019 | Time: 1601.09 ms [2022-01-12 11:47:35 main:574] : INFO : Epoch 2042 | loss: 0.0311997 | val_loss: 0.0312075 | Time: 1564.68 ms [2022-01-12 11:47:37 main:574] : INFO : Epoch 2043 | loss: 0.0311979 | val_loss: 0.0311997 | Time: 1614.58 ms [2022-01-12 11:47:38 main:574] : INFO : Epoch 2044 | loss: 0.0311969 | val_loss: 0.0312003 | Time: 1590.22 ms [2022-01-12 11:47:40 main:574] : INFO : Epoch 2045 | loss: 0.0311974 | val_loss: 0.0312002 | Time: 1559.94 ms [2022-01-12 11:47:42 main:574] : INFO : Epoch 2046 | loss: 0.0312048 | val_loss: 0.0312051 | Time: 1643.29 ms [2022-01-12 11:47:43 main:574] : INFO : Epoch 2047 | loss: 0.0311992 | val_loss: 0.031203 | Time: 1578.46 ms [2022-01-12 11:47:45 main:574] : INFO : Epoch 2048 | loss: 0.0311979 | val_loss: 0.0312034 | Time: 1595.82 ms [2022-01-12 11:47:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312034 [2022-01-12 11:47:45 main:603] : INFO : Saving end state to config to file [2022-01-12 11:47:45 main:608] : INFO : Success, exiting.. 11:47:45 (12052): 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)