Task 14276396
| Name | ParityModified-1647041406-4961-2-0_0 |
| Workunit | 11331251 |
| Created | 3 Apr 2022, 0:09:49 UTC |
| Sent | 10 Apr 2022, 14:00:41 UTC |
| Report deadline | 18 Apr 2022, 14:00:41 UTC |
| Received | 11 Apr 2022, 11:09:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19867 |
| Run time | 56 min |
| CPU time | 55 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4 main:574] : INFO : Epoch 1542 | loss: 0.0311963 | val_loss: 0.0312019 | Time: 1645.84 ms [2022-04-11 12:55:16 main:574] : INFO : Epoch 1543 | loss: 0.031197 | val_loss: 0.0312034 | Time: 1647.15 ms [2022-04-11 12:55:18 main:574] : INFO : Epoch 1544 | loss: 0.0311974 | val_loss: 0.0312081 | Time: 1648.14 ms [2022-04-11 12:55:19 main:574] : INFO : Epoch 1545 | loss: 0.031199 | val_loss: 0.0312039 | Time: 1643.74 ms [2022-04-11 12:55:21 main:574] : INFO : Epoch 1546 | loss: 0.0311964 | val_loss: 0.031202 | Time: 1640.64 ms [2022-04-11 12:55:22 main:574] : INFO : Epoch 1547 | loss: 0.0311965 | val_loss: 0.0312039 | Time: 1637.77 ms [2022-04-11 12:55:24 main:574] : INFO : Epoch 1548 | loss: 0.0311957 | val_loss: 0.0312016 | Time: 1634.2 ms [2022-04-11 12:55:26 main:574] : INFO : Epoch 1549 | loss: 0.031195 | val_loss: 0.0312013 | Time: 1633.35 ms [2022-04-11 12:55:27 main:574] : INFO : Epoch 1550 | loss: 0.0311954 | val_loss: 0.0312036 | Time: 1651.6 ms [2022-04-11 12:55:29 main:574] : INFO : Epoch 1551 | loss: 0.0311951 | val_loss: 0.0312038 | Time: 1640.47 ms [2022-04-11 12:55:31 main:574] : INFO : Epoch 1552 | loss: 0.0311947 | val_loss: 0.0312026 | Time: 1642.58 ms [2022-04-11 12:55:32 main:574] : INFO : Epoch 1553 | loss: 0.0311947 | val_loss: 0.0312029 | Time: 1641.48 ms [2022-04-11 12:55:34 main:574] : INFO : Epoch 1554 | loss: 0.0311966 | val_loss: 0.0312075 | Time: 1631.46 ms [2022-04-11 12:55:36 main:574] : INFO : Epoch 1555 | loss: 0.031198 | val_loss: 0.0312042 | Time: 1631.74 ms [2022-04-11 12:55:37 main:574] : INFO : Epoch 1556 | loss: 0.031199 | val_loss: 0.0312039 | Time: 1637.08 ms [2022-04-11 12:55:39 main:574] : INFO : Epoch 1557 | loss: 0.0311999 | val_loss: 0.0312065 | Time: 1641.44 ms [2022-04-11 12:55:41 main:574] : INFO : Epoch 1558 | loss: 0.0312083 | val_loss: 0.0312056 | Time: 1645.96 ms [2022-04-11 12:55:42 main:574] : INFO : Epoch 1559 | loss: 0.0312054 | val_loss: 0.0312089 | Time: 1641.56 ms [2022-04-11 12:55:44 main:574] : INFO : Epoch 1560 | loss: 0.0312058 | val_loss: 0.0312043 | Time: 1637.76 ms [2022-04-11 12:55:46 main:574] : INFO : Epoch 1561 | loss: 0.0312043 | val_loss: 0.0312054 | Time: 1647.55 ms [2022-04-11 12:55:47 main:574] : INFO : Epoch 1562 | loss: 0.0312047 | val_loss: 0.0312045 | Time: 1645.57 ms [2022-04-11 12:55:49 main:574] : INFO : Epoch 1563 | loss: 0.0312034 | val_loss: 0.0312058 | Time: 1639.32 ms [2022-04-11 12:55:50 main:574] : INFO : Epoch 1564 | loss: 0.031205 | val_loss: 0.031208 | Time: 1648.65 ms [2022-04-11 12:55:52 main:574] : INFO : Epoch 1565 | loss: 0.03121 | val_loss: 0.0312117 | Time: 1640.61 ms [2022-04-11 12:55:54 main:574] : INFO : Epoch 1566 | loss: 0.0312063 | val_loss: 0.0312044 | Time: 1639.51 ms [2022-04-11 12:55:55 main:574] : INFO : Epoch 1567 | loss: 0.0312037 | val_loss: 0.0312049 | Time: 1637.91 ms [2022-04-11 12:55:57 main:574] : INFO : Epoch 1568 | loss: 0.0312039 | val_loss: 0.0312025 | Time: 1651.46 ms [2022-04-11 12:55:59 main:574] : INFO : Epoch 1569 | loss: 0.0312026 | val_loss: 0.0312039 | Time: 1640.98 ms [2022-04-11 12:56:00 main:574] : INFO : Epoch 1570 | loss: 0.0312044 | val_loss: 0.0312035 | Time: 1646.89 ms [2022-04-11 12:56:02 main:574] : INFO : Epoch 1571 | loss: 0.031205 | val_loss: 0.0312082 | Time: 1655.01 ms [2022-04-11 12:56:04 main:574] : INFO : Epoch 1572 | loss: 0.0312055 | val_loss: 0.0312062 | Time: 1639.2 ms [2022-04-11 12:56:05 main:574] : INFO : Epoch 1573 | loss: 0.0312026 | val_loss: 0.0312062 | Time: 1647.48 ms [2022-04-11 12:56:07 main:574] : INFO : Epoch 1574 | loss: 0.0312035 | val_loss: 0.031203 | Time: 1643.32 ms [2022-04-11 12:56:09 main:574] : INFO : Epoch 1575 | loss: 0.0312024 | val_loss: 0.0312045 | Time: 1649.72 ms [2022-04-11 12:56:10 main:574] : INFO : Epoch 1576 | loss: 0.0312044 | val_loss: 0.0312046 | Time: 1645.22 ms [2022-04-11 12:56:12 main:574] : INFO : Epoch 1577 | loss: 0.0312018 | val_loss: 0.0312023 | Time: 1637.26 ms [2022-04-11 12:56:14 main:574] : INFO : Epoch 1578 | loss: 0.0312003 | val_loss: 0.031202 | Time: 1643.13 ms [2022-04-11 12:56:15 main:574] : INFO : Epoch 1579 | loss: 0.0311997 | val_loss: 0.0312029 | Time: 1641.33 ms [2022-04-11 12:56:17 main:574] : INFO : Epoch 1580 | loss: 0.0311995 | val_loss: 0.0312036 | Time: 1633.58 ms [2022-04-11 12:56:19 main:574] : INFO : Epoch 1581 | loss: 0.0312004 | val_loss: 0.0312023 | Time: 1640.07 ms [2022-04-11 12:56:20 main:574] : INFO : Epoch 1582 | loss: 0.0312 | val_loss: 0.0312017 | Time: 1644.57 ms [2022-04-11 12:56:22 main:574] : INFO : Epoch 1583 | loss: 0.0312016 | val_loss: 0.0312015 | Time: 1645.92 ms [2022-04-11 12:56:23 main:574] : INFO : Epoch 1584 | loss: 0.0312012 | val_loss: 0.0312012 | Time: 1645.63 ms [2022-04-11 12:56:25 main:574] : INFO : Epoch 1585 | loss: 0.0312045 | val_loss: 0.031207 | Time: 1633.42 ms [2022-04-11 12:56:27 main:574] : INFO : Epoch 1586 | loss: 0.0312062 | val_loss: 0.0312064 | Time: 1645.68 ms [2022-04-11 12:56:28 main:574] : INFO : Epoch 1587 | loss: 0.0312038 | val_loss: 0.0312086 | Time: 1638.3 ms [2022-04-11 12:56:30 main:574] : INFO : Epoch 1588 | loss: 0.0312013 | val_loss: 0.0312008 | Time: 1633.47 ms [2022-04-11 12:56:32 main:574] : INFO : Epoch 1589 | loss: 0.0311994 | val_loss: 0.0312042 | Time: 1635.55 ms [2022-04-11 12:56:33 main:574] : INFO : Epoch 1590 | loss: 0.0312018 | val_loss: 0.0312003 | Time: 1639.09 ms [2022-04-11 12:56:35 main:574] : INFO : Epoch 1591 | loss: 0.031202 | val_loss: 0.0312045 | Time: 1644.43 ms [2022-04-11 12:56:37 main:574] : INFO : Epoch 1592 | loss: 0.0312009 | val_loss: 0.031204 | Time: 1653.42 ms [2022-04-11 12:56:38 main:574] : INFO : Epoch 1593 | loss: 0.0311994 | val_loss: 0.0311996 | Time: 1652.46 ms [2022-04-11 12:56:40 main:574] : INFO : Epoch 1594 | loss: 0.0311998 | val_loss: 0.0312003 | Time: 1639.85 ms [2022-04-11 12:56:42 main:574] : INFO : Epoch 1595 | loss: 0.0312008 | val_loss: 0.0312019 | Time: 1644.87 ms [2022-04-11 12:56:43 main:574] : INFO : Epoch 1596 | loss: 0.0312016 | val_loss: 0.031205 | Time: 1638.52 ms [2022-04-11 12:56:45 main:574] : INFO : Epoch 1597 | loss: 0.0312003 | val_loss: 0.0312012 | Time: 1636.89 ms [2022-04-11 12:56:47 main:574] : INFO : Epoch 1598 | loss: 0.0311992 | val_loss: 0.0312021 | Time: 1641.18 ms [2022-04-11 12:56:48 main:574] : INFO : Epoch 1599 | loss: 0.0311989 | val_loss: 0.0312019 | Time: 1652.76 ms [2022-04-11 12:56:50 main:574] : INFO : Epoch 1600 | loss: 0.0311991 | val_loss: 0.0312023 | Time: 1646.06 ms [2022-04-11 12:56:51 main:574] : INFO : Epoch 1601 | loss: 0.0312003 | val_loss: 0.0312022 | Time: 1639.27 ms [2022-04-11 12:56:53 main:574] : INFO : Epoch 1602 | loss: 0.0311992 | val_loss: 0.0312027 | Time: 1648.59 ms [2022-04-11 12:56:55 main:574] : INFO : Epoch 1603 | loss: 0.0312004 | val_loss: 0.0312019 | Time: 1650.49 ms [2022-04-11 12:56:56 main:574] : INFO : Epoch 1604 | loss: 0.0311997 | val_loss: 0.0312027 | Time: 1642.12 ms [2022-04-11 12:56:58 main:574] : INFO : Epoch 1605 | loss: 0.0311981 | val_loss: 0.0312034 | Time: 1635.71 ms [2022-04-11 12:57:00 main:574] : INFO : Epoch 1606 | loss: 0.0311981 | val_loss: 0.0312001 | Time: 1652.45 ms [2022-04-11 12:57:01 main:574] : INFO : Epoch 1607 | loss: 0.0311978 | val_loss: 0.0312013 | Time: 1649.41 ms [2022-04-11 12:57:03 main:574] : INFO : Epoch 1608 | loss: 0.0311994 | val_loss: 0.0312007 | Time: 1636.19 ms [2022-04-11 12:57:05 main:574] : INFO : Epoch 1609 | loss: 0.0311991 | val_loss: 0.0312028 | Time: 1644.18 ms [2022-04-11 12:57:06 main:574] : INFO : Epoch 1610 | loss: 0.0311998 | val_loss: 0.031202 | Time: 1637.49 ms [2022-04-11 12:57:08 main:574] : INFO : Epoch 1611 | loss: 0.0311983 | val_loss: 0.0312018 | Time: 1643.52 ms [2022-04-11 12:57:10 main:574] : INFO : Epoch 1612 | loss: 0.0311982 | val_loss: 0.0312051 | Time: 1638.42 ms [2022-04-11 12:57:11 main:574] : INFO : Epoch 1613 | loss: 0.0311992 | val_loss: 0.0312102 | Time: 1649.79 ms [2022-04-11 12:57:13 main:574] : INFO : Epoch 1614 | loss: 0.0312011 | val_loss: 0.0312039 | Time: 1640.63 ms [2022-04-11 12:57:15 main:574] : INFO : Epoch 1615 | loss: 0.0312007 | val_loss: 0.0312124 | Time: 1633.35 ms [2022-04-11 12:57:16 main:574] : INFO : Epoch 1616 | loss: 0.0311985 | val_loss: 0.0312022 | Time: 1651.78 ms [2022-04-11 12:57:18 main:574] : INFO : Epoch 1617 | loss: 0.0311967 | val_loss: 0.0312 | Time: 1641.76 ms [2022-04-11 12:57:20 main:574] : INFO : Epoch 1618 | loss: 0.0311973 | val_loss: 0.0312082 | Time: 1650.98 ms [2022-04-11 12:57:21 main:574] : INFO : Epoch 1619 | loss: 0.0311977 | val_loss: 0.0312033 | Time: 1638.1 ms [2022-04-11 12:57:23 main:574] : INFO : Epoch 1620 | loss: 0.0311969 | val_loss: 0.0311996 | Time: 1643.92 ms [2022-04-11 12:57:24 main:574] : INFO : Epoch 1621 | loss: 0.0311972 | val_loss: 0.0312017 | Time: 1644.15 ms [2022-04-11 12:57:26 main:574] : INFO : Epoch 1622 | loss: 0.031198 | val_loss: 0.0312013 | Time: 1642 ms [2022-04-11 12:57:28 main:574] : INFO : Epoch 1623 | loss: 0.0311969 | val_loss: 0.0312018 | Time: 1639.29 ms [2022-04-11 12:57:29 main:574] : INFO : Epoch 1624 | loss: 0.0311977 | val_loss: 0.0312086 | Time: 1651.9 ms [2022-04-11 12:57:31 main:574] : INFO : Epoch 1625 | loss: 0.0311988 | val_loss: 0.0312024 | Time: 1639.43 ms [2022-04-11 12:57:33 main:574] : INFO : Epoch 1626 | loss: 0.0311989 | val_loss: 0.031204 | Time: 1648.11 ms [2022-04-11 12:57:34 main:574] : INFO : Epoch 1627 | loss: 0.0311982 | val_loss: 0.0312012 | Time: 1647.34 ms [2022-04-11 12:57:36 main:574] : INFO : Epoch 1628 | loss: 0.0311963 | val_loss: 0.0312 | Time: 1637.19 ms [2022-04-11 12:57:38 main:574] : INFO : Epoch 1629 | loss: 0.0311985 | val_loss: 0.031204 | Time: 1640.83 ms [2022-04-11 12:57:39 main:574] : INFO : Epoch 1630 | loss: 0.0312024 | val_loss: 0.0312069 | Time: 1644.16 ms [2022-04-11 12:57:41 main:574] : INFO : Epoch 1631 | loss: 0.0311995 | val_loss: 0.0312015 | Time: 1641.13 ms [2022-04-11 12:57:43 main:574] : INFO : Epoch 1632 | loss: 0.0311979 | val_loss: 0.0312012 | Time: 1638.75 ms [2022-04-11 12:57:44 main:574] : INFO : Epoch 1633 | loss: 0.031197 | val_loss: 0.0312025 | Time: 1648.11 ms [2022-04-11 12:57:46 main:574] : INFO : Epoch 1634 | loss: 0.0311968 | val_loss: 0.0312031 | Time: 1652.17 ms [2022-04-11 12:57:48 main:574] : INFO : Epoch 1635 | loss: 0.0311975 | val_loss: 0.0312012 | Time: 1645.45 ms [2022-04-11 12:57:49 main:574] : INFO : Epoch 1636 | loss: 0.0311976 | val_loss: 0.0311996 | Time: 1648.87 ms [2022-04-11 12:57:51 main:574] : INFO : Epoch 1637 | loss: 0.0311965 | val_loss: 0.0312017 | Time: 1644.74 ms [2022-04-11 12:57:53 main:574] : INFO : Epoch 1638 | loss: 0.0311976 | val_loss: 0.0312012 | Time: 1637.08 ms [2022-04-11 12:57:54 main:574] : INFO : Epoch 1639 | loss: 0.0311969 | val_loss: 0.0312031 | Time: 1639.46 ms [2022-04-11 12:57:56 main:574] : INFO : Epoch 1640 | loss: 0.0311982 | val_loss: 0.0312027 | Time: 1638.04 ms [2022-04-11 12:57:57 main:574] : INFO : Epoch 1641 | loss: 0.0311967 | val_loss: 0.0312006 | Time: 1632.65 ms [2022-04-11 12:57:59 main:574] : INFO : Epoch 1642 | loss: 0.0311967 | val_loss: 0.0312014 | Time: 1645.01 ms [2022-04-11 12:58:01 main:574] : INFO : Epoch 1643 | loss: 0.0311979 | val_loss: 0.0312005 | Time: 1652.63 ms [2022-04-11 12:58:02 main:574] : INFO : Epoch 1644 | loss: 0.0311975 | val_loss: 0.0312026 | Time: 1651.11 ms [2022-04-11 12:58:04 main:574] : INFO : Epoch 1645 | loss: 0.031195 | val_loss: 0.031202 | Time: 1645.07 ms [2022-04-11 12:58:06 main:574] : INFO : Epoch 1646 | loss: 0.0311947 | val_loss: 0.0312001 | Time: 1636.58 ms [2022-04-11 12:58:07 main:574] : INFO : Epoch 1647 | loss: 0.0311941 | val_loss: 0.031202 | Time: 1633.38 ms [2022-04-11 12:58:09 main:574] : INFO : Epoch 1648 | loss: 0.0311949 | val_loss: 0.0312007 | Time: 1639.72 ms [2022-04-11 12:58:11 main:574] : INFO : Epoch 1649 | loss: 0.0311983 | val_loss: 0.0312033 | Time: 1637.27 ms [2022-04-11 12:58:12 main:574] : INFO : Epoch 1650 | loss: 0.0311949 | val_loss: 0.0312013 | Time: 1646.69 ms [2022-04-11 12:58:14 main:574] : INFO : Epoch 1651 | loss: 0.0311965 | val_loss: 0.031201 | Time: 1632.85 ms [2022-04-11 12:58:16 main:574] : INFO : Epoch 1652 | loss: 0.0311943 | val_loss: 0.0312037 | Time: 1640.15 ms [2022-04-11 12:58:17 main:574] : INFO : Epoch 1653 | loss: 0.0311944 | val_loss: 0.0312024 | Time: 1649.59 ms [2022-04-11 12:58:19 main:574] : INFO : Epoch 1654 | loss: 0.0311937 | val_loss: 0.0312014 | Time: 1640.71 ms [2022-04-11 12:58:21 main:574] : INFO : Epoch 1655 | loss: 0.0311959 | val_loss: 0.0312017 | Time: 1644.23 ms [2022-04-11 12:58:22 main:574] : INFO : Epoch 1656 | loss: 0.0311952 | val_loss: 0.031205 | Time: 1651.4 ms [2022-04-11 12:58:24 main:574] : INFO : Epoch 1657 | loss: 0.031197 | val_loss: 0.0312 | Time: 1632.98 ms [2022-04-11 12:58:25 main:574] : INFO : Epoch 1658 | loss: 0.0311989 | val_loss: 0.0311996 | Time: 1629.42 ms [2022-04-11 12:58:27 main:574] : INFO : Epoch 1659 | loss: 0.0311963 | val_loss: 0.0312011 | Time: 1647.51 ms [2022-04-11 12:58:29 main:574] : INFO : Epoch 1660 | loss: 0.0311956 | val_loss: 0.031204 | Time: 1650.7 ms [2022-04-11 12:58:30 main:574] : INFO : Epoch 1661 | loss: 0.0311987 | val_loss: 0.0312015 | Time: 1641.01 ms [2022-04-11 12:58:32 main:574] : INFO : Epoch 1662 | loss: 0.0311943 | val_loss: 0.031201 | Time: 1641.46 ms [2022-04-11 12:58:34 main:574] : INFO : Epoch 1663 | loss: 0.0311962 | val_loss: 0.0312011 | Time: 1643.65 ms [2022-04-11 12:58:35 main:574] : INFO : Epoch 1664 | loss: 0.0311941 | val_loss: 0.0312001 | Time: 1638.35 ms [2022-04-11 12:58:37 main:574] : INFO : Epoch 1665 | loss: 0.0311949 | val_loss: 0.0311981 | Time: 1646.02 ms [2022-04-11 12:58:39 main:574] : INFO : Epoch 1666 | loss: 0.0311963 | val_loss: 0.0311994 | Time: 1643.05 ms [2022-04-11 12:58:40 main:574] : INFO : Epoch 1667 | loss: 0.0311975 | val_loss: 0.0312026 | Time: 1642.5 ms [2022-04-11 12:58:42 main:574] : INFO : Epoch 1668 | loss: 0.0311938 | val_loss: 0.031199 | Time: 1647.49 ms [2022-04-11 12:58:44 main:574] : INFO : Epoch 1669 | loss: 0.0311934 | val_loss: 0.0311978 | Time: 1648.1 ms [2022-04-11 12:58:45 main:574] : INFO : Epoch 1670 | loss: 0.0311932 | val_loss: 0.0311995 | Time: 1647.49 ms [2022-04-11 12:58:47 main:574] : INFO : Epoch 1671 | loss: 0.0311932 | val_loss: 0.0312044 | Time: 1651.31 ms [2022-04-11 12:58:49 main:574] : INFO : Epoch 1672 | loss: 0.031196 | val_loss: 0.0311999 | Time: 1642.27 ms [2022-04-11 12:58:50 main:574] : INFO : Epoch 1673 | loss: 0.0311972 | val_loss: 0.0312031 | Time: 1649.2 ms [2022-04-11 12:58:52 main:574] : INFO : Epoch 1674 | loss: 0.0311931 | val_loss: 0.0312026 | Time: 1640.86 ms [2022-04-11 12:58:53 main:574] : INFO : Epoch 1675 | loss: 0.0311942 | val_loss: 0.0312008 | Time: 1647.95 ms [2022-04-11 12:58:55 main:574] : INFO : Epoch 1676 | loss: 0.0311933 | val_loss: 0.0311986 | Time: 1647.34 ms [2022-04-11 12:58:57 main:574] : INFO : Epoch 1677 | loss: 0.0311922 | val_loss: 0.031199 | Time: 1652.64 ms [2022-04-11 12:58:58 main:574] : INFO : Epoch 1678 | loss: 0.0311919 | val_loss: 0.0311998 | Time: 1641.93 ms [2022-04-11 12:59:00 main:574] : INFO : Epoch 1679 | loss: 0.0311925 | val_loss: 0.0311991 | Time: 1649.63 ms [2022-04-11 12:59:02 main:574] : INFO : Epoch 1680 | loss: 0.0311935 | val_loss: 0.0312078 | Time: 1641.82 ms [2022-04-11 12:59:03 main:574] : INFO : Epoch 1681 | loss: 0.0311951 | val_loss: 0.0312018 | Time: 1641.17 ms [2022-04-11 12:59:05 main:574] : INFO : Epoch 1682 | loss: 0.0311938 | val_loss: 0.0312004 | Time: 1645.21 ms [2022-04-11 12:59:07 main:574] : INFO : Epoch 1683 | loss: 0.0311915 | val_loss: 0.031199 | Time: 1643.75 ms [2022-04-11 12:59:08 main:574] : INFO : Epoch 1684 | loss: 0.0311917 | val_loss: 0.0312002 | Time: 1646.81 ms [2022-04-11 12:59:10 main:574] : INFO : Epoch 1685 | loss: 0.0311914 | val_loss: 0.0312005 | Time: 1643.87 ms [2022-04-11 12:59:12 main:574] : INFO : Epoch 1686 | loss: 0.0311929 | val_loss: 0.0312024 | Time: 1644.45 ms [2022-04-11 12:59:13 main:574] : INFO : Epoch 1687 | loss: 0.0311944 | val_loss: 0.0312026 | Time: 1642.36 ms [2022-04-11 12:59:15 main:574] : INFO : Epoch 1688 | loss: 0.0311976 | val_loss: 0.0312008 | Time: 1640.62 ms [2022-04-11 12:59:17 main:574] : INFO : Epoch 1689 | loss: 0.0311958 | val_loss: 0.0312013 | Time: 1637.21 ms [2022-04-11 12:59:18 main:574] : INFO : Epoch 1690 | loss: 0.0311959 | val_loss: 0.0312007 | Time: 1655.07 ms [2022-04-11 12:59:20 main:574] : INFO : Epoch 1691 | loss: 0.0311951 | val_loss: 0.0312015 | Time: 1658.11 ms [2022-04-11 12:59:22 main:574] : INFO : Epoch 1692 | loss: 0.0311946 | val_loss: 0.0311986 | Time: 1652.21 ms [2022-04-11 12:59:23 main:574] : INFO : Epoch 1693 | loss: 0.031196 | val_loss: 0.0311994 | Time: 1632.02 ms [2022-04-11 12:59:25 main:574] : INFO : Epoch 1694 | loss: 0.0311965 | val_loss: 0.0311998 | Time: 1649.59 ms [2022-04-11 12:59:27 main:574] : INFO : Epoch 1695 | loss: 0.0311951 | val_loss: 0.0312001 | Time: 1632.38 ms [2022-04-11 12:59:28 main:574] : INFO : Epoch 1696 | loss: 0.0311967 | val_loss: 0.0312038 | Time: 1642.98 ms [2022-04-11 12:59:30 main:574] : INFO : Epoch 1697 | loss: 0.0311947 | val_loss: 0.0311994 | Time: 1642.54 ms [2022-04-11 12:59:31 main:574] : INFO : Epoch 1698 | loss: 0.0311934 | val_loss: 0.0311996 | Time: 1647.14 ms [2022-04-11 12:59:33 main:574] : INFO : Epoch 1699 | loss: 0.0311932 | val_loss: 0.031204 | Time: 1642.58 ms [2022-04-11 12:59:35 main:574] : INFO : Epoch 1700 | loss: 0.0311946 | val_loss: 0.0312032 | Time: 1649.75 ms [2022-04-11 12:59:36 main:574] : INFO : Epoch 1701 | loss: 0.0311938 | val_loss: 0.0312001 | Time: 1636.95 ms [2022-04-11 12:59:38 main:574] : INFO : Epoch 1702 | loss: 0.0311919 | val_loss: 0.0311995 | Time: 1645.5 ms [2022-04-11 12:59:40 main:574] : INFO : Epoch 1703 | loss: 0.0311928 | val_loss: 0.0312008 | Time: 1647.2 ms [2022-04-11 12:59:41 main:574] : INFO : Epoch 1704 | loss: 0.0311924 | val_loss: 0.0312055 | Time: 1637.95 ms [2022-04-11 12:59:43 main:574] : INFO : Epoch 1705 | loss: 0.0311936 | val_loss: 0.0311989 | Time: 1644.38 ms [2022-04-11 12:59:45 main:574] : INFO : Epoch 1706 | loss: 0.0311916 | val_loss: 0.0311989 | Time: 1657.91 ms [2022-04-11 12:59:46 main:574] : INFO : Epoch 1707 | loss: 0.0311915 | val_loss: 0.0311996 | Time: 1644.55 ms [2022-04-11 12:59:48 main:574] : INFO : Epoch 1708 | loss: 0.0311934 | val_loss: 0.0312018 | Time: 1644.72 ms [2022-04-11 12:59:50 main:574] : INFO : Epoch 1709 | loss: 0.0312019 | val_loss: 0.0312101 | Time: 1643.9 ms [2022-04-11 12:59:51 main:574] : INFO : Epoch 1710 | loss: 0.0311998 | val_loss: 0.031201 | Time: 1638.77 ms [2022-04-11 12:59:53 main:574] : INFO : Epoch 1711 | loss: 0.0311921 | val_loss: 0.0312024 | Time: 1635.04 ms [2022-04-11 12:59:55 main:574] : INFO : Epoch 1712 | loss: 0.031192 | val_loss: 0.0311997 | Time: 1645.79 ms [2022-04-11 12:59:56 main:574] : INFO : Epoch 1713 | loss: 0.0311918 | val_loss: 0.0311998 | Time: 1644.98 ms [2022-04-11 12:59:58 main:574] : INFO : Epoch 1714 | loss: 0.0311908 | val_loss: 0.0311987 | Time: 1643.37 ms [2022-04-11 12:59:59 main:574] : INFO : Epoch 1715 | loss: 0.0311921 | val_loss: 0.0311988 | Time: 1642.49 ms [2022-04-11 13:00:01 main:574] : INFO : Epoch 1716 | loss: 0.0311927 | val_loss: 0.0312027 | Time: 1649.38 ms [2022-04-11 13:00:03 main:574] : INFO : Epoch 1717 | loss: 0.0311933 | val_loss: 0.0312055 | Time: 1641.38 ms [2022-04-11 13:00:04 main:574] : INFO : Epoch 1718 | loss: 0.0311931 | val_loss: 0.0312013 | Time: 1649 ms [2022-04-11 13:00:06 main:574] : INFO : Epoch 1719 | loss: 0.0311928 | val_loss: 0.031201 | Time: 1642.8 ms [2022-04-11 13:00:08 main:574] : INFO : Epoch 1720 | loss: 0.0311927 | val_loss: 0.0312007 | Time: 1636.1 ms [2022-04-11 13:00:09 main:574] : INFO : Epoch 1721 | loss: 0.0311921 | val_loss: 0.0311983 | Time: 1652.58 ms [2022-04-11 13:00:11 main:574] : INFO : Epoch 1722 | loss: 0.0311919 | val_loss: 0.0311999 | Time: 1641.18 ms [2022-04-11 13:00:13 main:574] : INFO : Epoch 1723 | loss: 0.0311928 | val_loss: 0.0312034 | Time: 1634.83 ms [2022-04-11 13:00:14 main:574] : INFO : Epoch 1724 | loss: 0.0311953 | val_loss: 0.0312012 | Time: 1640.79 ms [2022-04-11 13:00:16 main:574] : INFO : Epoch 1725 | loss: 0.0311943 | val_loss: 0.0312038 | Time: 1643.67 ms [2022-04-11 13:00:18 main:574] : INFO : Epoch 1726 | loss: 0.0311935 | val_loss: 0.0311992 | Time: 1646.98 ms [2022-04-11 13:00:19 main:574] : INFO : Epoch 1727 | loss: 0.0311938 | val_loss: 0.0311997 | Time: 1651.33 ms [2022-04-11 13:00:21 main:574] : INFO : Epoch 1728 | loss: 0.0311953 | val_loss: 0.0312044 | Time: 1644.86 ms [2022-04-11 13:00:23 main:574] : INFO : Epoch 1729 | loss: 0.0312004 | val_loss: 0.0312006 | Time: 1642.58 ms [2022-04-11 13:00:24 main:574] : INFO : Epoch 1730 | loss: 0.031196 | val_loss: 0.0311979 | Time: 1649.54 ms [2022-04-11 13:00:26 main:574] : INFO : Epoch 1731 | loss: 0.0311937 | val_loss: 0.0311985 | Time: 1647.49 ms [2022-04-11 13:00:28 main:574] : INFO : Epoch 1732 | loss: 0.0311934 | val_loss: 0.0311979 | Time: 1647.9 ms [2022-04-11 13:00:29 main:574] : INFO : Epoch 1733 | loss: 0.031194 | val_loss: 0.0311993 | Time: 1641.49 ms [2022-04-11 13:00:31 main:574] : INFO : Epoch 1734 | loss: 0.0311918 | val_loss: 0.0311974 | Time: 1642.81 ms [2022-04-11 13:00:33 main:574] : INFO : Epoch 1735 | loss: 0.0311929 | val_loss: 0.0311972 | Time: 1647.02 ms [2022-04-11 13:00:34 main:574] : INFO : Epoch 1736 | loss: 0.0311923 | val_loss: 0.0311971 | Time: 1650.13 ms [2022-04-11 13:00:36 main:574] : INFO : Epoch 1737 | loss: 0.0311913 | val_loss: 0.0311985 | Time: 1633.47 ms [2022-04-11 13:00:37 main:574] : INFO : Epoch 1738 | loss: 0.0311919 | val_loss: 0.0312017 | Time: 1641.95 ms [2022-04-11 13:00:39 main:574] : INFO : Epoch 1739 | loss: 0.0311919 | val_loss: 0.0311984 | Time: 1632.07 ms [2022-04-11 13:00:41 main:574] : INFO : Epoch 1740 | loss: 0.0311907 | val_loss: 0.0311986 | Time: 1636.49 ms [2022-04-11 13:00:42 main:574] : INFO : Epoch 1741 | loss: 0.0311909 | val_loss: 0.0311984 | Time: 1639.13 ms [2022-04-11 13:00:44 main:574] : INFO : Epoch 1742 | loss: 0.0311909 | val_loss: 0.0311994 | Time: 1654.32 ms [2022-04-11 13:00:46 main:574] : INFO : Epoch 1743 | loss: 0.0311923 | val_loss: 0.0311981 | Time: 1648.13 ms [2022-04-11 13:00:47 main:574] : INFO : Epoch 1744 | loss: 0.0311915 | val_loss: 0.031201 | Time: 1637.56 ms [2022-04-11 13:00:49 main:574] : INFO : Epoch 1745 | loss: 0.031193 | val_loss: 0.0312011 | Time: 1649.98 ms [2022-04-11 13:00:51 main:574] : INFO : Epoch 1746 | loss: 0.0311902 | val_loss: 0.0311976 | Time: 1642.65 ms [2022-04-11 13:00:52 main:574] : INFO : Epoch 1747 | loss: 0.0311896 | val_loss: 0.0311987 | Time: 1638.41 ms [2022-04-11 13:00:54 main:574] : INFO : Epoch 1748 | loss: 0.0311917 | val_loss: 0.0311976 | Time: 1652.51 ms [2022-04-11 13:00:56 main:574] : INFO : Epoch 1749 | loss: 0.0311921 | val_loss: 0.0312003 | Time: 1635.92 ms [2022-04-11 13:00:57 main:574] : INFO : Epoch 1750 | loss: 0.0311931 | val_loss: 0.0311999 | Time: 1648.1 ms [2022-04-11 13:00:59 main:574] : INFO : Epoch 1751 | loss: 0.0311906 | val_loss: 0.0311984 | Time: 1636.33 ms [2022-04-11 13:01:01 main:574] : INFO : Epoch 1752 | loss: 0.0311891 | val_loss: 0.0311979 | Time: 1646.59 ms [2022-04-11 13:01:02 main:574] : INFO : Epoch 1753 | loss: 0.0311899 | val_loss: 0.0312028 | Time: 1644.98 ms [2022-04-11 13:01:04 main:574] : INFO : Epoch 1754 | loss: 0.0311904 | val_loss: 0.0312006 | Time: 1645.03 ms [2022-04-11 13:01:05 main:574] : INFO : Epoch 1755 | loss: 0.0311893 | val_loss: 0.0311998 | Time: 1637.55 ms [2022-04-11 13:01:07 main:574] : INFO : Epoch 1756 | loss: 0.0311899 | val_loss: 0.0311985 | Time: 1645.66 ms [2022-04-11 13:01:09 main:574] : INFO : Epoch 1757 | loss: 0.0311899 | val_loss: 0.0312037 | Time: 1640.7 ms [2022-04-11 13:01:10 main:574] : INFO : Epoch 1758 | loss: 0.0311901 | val_loss: 0.0312011 | Time: 1642.53 ms [2022-04-11 13:01:12 main:574] : INFO : Epoch 1759 | loss: 0.0311907 | val_loss: 0.0311989 | Time: 1646.52 ms [2022-04-11 13:01:14 main:574] : INFO : Epoch 1760 | loss: 0.0311895 | val_loss: 0.0311977 | Time: 1646.87 ms [2022-04-11 13:01:15 main:574] : INFO : Epoch 1761 | loss: 0.0311894 | val_loss: 0.0312 | Time: 1640.56 ms [2022-04-11 13:01:17 main:574] : INFO : Epoch 1762 | loss: 0.0311906 | val_loss: 0.0312 | Time: 1643.09 ms [2022-04-11 13:01:19 main:574] : INFO : Epoch 1763 | loss: 0.0311934 | val_loss: 0.0312011 | Time: 1658.04 ms [2022-04-11 13:01:20 main:574] : INFO : Epoch 1764 | loss: 0.0311908 | val_loss: 0.0312014 | Time: 1632.01 ms [2022-04-11 13:01:22 main:574] : INFO : Epoch 1765 | loss: 0.0311929 | val_loss: 0.031205 | Time: 1647.4 ms [2022-04-11 13:01:24 main:574] : INFO : Epoch 1766 | loss: 0.0311932 | val_loss: 0.0312016 | Time: 1649.98 ms [2022-04-11 13:01:25 main:574] : INFO : Epoch 1767 | loss: 0.0311926 | val_loss: 0.0312001 | Time: 1644.93 ms [2022-04-11 13:01:27 main:574] : INFO : Epoch 1768 | loss: 0.0311911 | val_loss: 0.0312027 | Time: 1635.06 ms [2022-04-11 13:01:29 main:574] : INFO : Epoch 1769 | loss: 0.0311935 | val_loss: 0.0311996 | Time: 1642.68 ms [2022-04-11 13:01:30 main:574] : INFO : Epoch 1770 | loss: 0.0311909 | val_loss: 0.0312039 | Time: 1646.92 ms [2022-04-11 13:01:32 main:574] : INFO : Epoch 1771 | loss: 0.0311901 | val_loss: 0.0312004 | Time: 1645.22 ms [2022-04-11 13:01:34 main:574] : INFO : Epoch 1772 | loss: 0.03119 | val_loss: 0.0312037 | Time: 1645.04 ms [2022-04-11 13:01:35 main:574] : INFO : Epoch 1773 | loss: 0.0311937 | val_loss: 0.0312035 | Time: 1642.28 ms [2022-04-11 13:01:37 main:574] : INFO : Epoch 1774 | loss: 0.0311938 | val_loss: 0.0312046 | Time: 1639.77 ms [2022-04-11 13:01:38 main:574] : INFO : Epoch 1775 | loss: 0.0311945 | val_loss: 0.0312054 | Time: 1645.44 ms [2022-04-11 13:01:40 main:574] : INFO : Epoch 1776 | loss: 0.031193 | val_loss: 0.0312018 | Time: 1641.47 ms [2022-04-11 13:01:42 main:574] : INFO : Epoch 1777 | loss: 0.0311903 | val_loss: 0.0311997 | Time: 1643.8 ms [2022-04-11 13:01:43 main:574] : INFO : Epoch 1778 | loss: 0.0311896 | val_loss: 0.0312025 | Time: 1646.25 ms [2022-04-11 13:01:45 main:574] : INFO : Epoch 1779 | loss: 0.0311898 | val_loss: 0.0312007 | Time: 1630.08 ms [2022-04-11 13:01:47 main:574] : INFO : Epoch 1780 | loss: 0.0311898 | val_loss: 0.0312007 | Time: 1647.54 ms [2022-04-11 13:01:48 main:574] : INFO : Epoch 1781 | loss: 0.0311903 | val_loss: 0.0311997 | Time: 1647.7 ms [2022-04-11 13:01:50 main:574] : INFO : Epoch 1782 | loss: 0.0311912 | val_loss: 0.0312116 | Time: 1648 ms [2022-04-11 13:01:52 main:574] : INFO : Epoch 1783 | loss: 0.0311947 | val_loss: 0.031203 | Time: 1646.61 ms [2022-04-11 13:01:53 main:574] : INFO : Epoch 1784 | loss: 0.0311897 | val_loss: 0.0312033 | Time: 1644 ms [2022-04-11 13:01:55 main:574] : INFO : Epoch 1785 | loss: 0.0311889 | val_loss: 0.0312019 | Time: 1643.55 ms [2022-04-11 13:01:57 main:574] : INFO : Epoch 1786 | loss: 0.0311907 | val_loss: 0.0311996 | Time: 1638.56 ms [2022-04-11 13:01:58 main:574] : INFO : Epoch 1787 | loss: 0.0311932 | val_loss: 0.0312025 | Time: 1653.2 ms [2022-04-11 13:02:00 main:574] : INFO : Epoch 1788 | loss: 0.0311938 | val_loss: 0.0311986 | Time: 1641.23 ms [2022-04-11 13:02:02 main:574] : INFO : Epoch 1789 | loss: 0.0311928 | val_loss: 0.0311987 | Time: 1647.1 ms [2022-04-11 13:02:03 main:574] : INFO : Epoch 1790 | loss: 0.0311922 | val_loss: 0.0312019 | Time: 1640.23 ms [2022-04-11 13:02:05 main:574] : INFO : Epoch 1791 | loss: 0.0311933 | val_loss: 0.0311976 | Time: 1653.29 ms [2022-04-11 13:02:07 main:574] : INFO : Epoch 1792 | loss: 0.0311926 | val_loss: 0.031199 | Time: 1645.79 ms [2022-04-11 13:02:08 main:574] : INFO : Epoch 1793 | loss: 0.0311921 | val_loss: 0.0311991 | Time: 1640.75 ms [2022-04-11 13:02:10 main:574] : INFO : Epoch 1794 | loss: 0.0311926 | val_loss: 0.0312019 | Time: 1637.99 ms [2022-04-11 13:02:11 main:574] : INFO : Epoch 1795 | loss: 0.0311958 | val_loss: 0.0312063 | Time: 1646.6 ms [2022-04-11 13:02:13 main:574] : INFO : Epoch 1796 | loss: 0.0311961 | val_loss: 0.0311998 | Time: 1632.16 ms [2022-04-11 13:02:15 main:574] : INFO : Epoch 1797 | loss: 0.0311962 | val_loss: 0.0312 | Time: 1636.86 ms [2022-04-11 13:02:16 main:574] : INFO : Epoch 1798 | loss: 0.0311957 | val_loss: 0.0312001 | Time: 1640.32 ms [2022-04-11 13:02:18 main:574] : INFO : Epoch 1799 | loss: 0.0311941 | val_loss: 0.0311995 | Time: 1645.53 ms [2022-04-11 13:02:20 main:574] : INFO : Epoch 1800 | loss: 0.0312068 | val_loss: 0.0312117 | Time: 1637.13 ms [2022-04-11 13:02:21 main:574] : INFO : Epoch 1801 | loss: 0.0312115 | val_loss: 0.0312117 | Time: 1640.93 ms [2022-04-11 13:02:23 main:574] : INFO : Epoch 1802 | loss: 0.0312094 | val_loss: 0.0312085 | Time: 1635.58 ms [2022-04-11 13:02:25 main:574] : INFO : Epoch 1803 | loss: 0.0312098 | val_loss: 0.0312109 | Time: 1629.81 ms [2022-04-11 13:02:26 main:574] : INFO : Epoch 1804 | loss: 0.0312098 | val_loss: 0.0312108 | Time: 1644.84 ms [2022-04-11 13:02:28 main:574] : INFO : Epoch 1805 | loss: 0.0312084 | val_loss: 0.0312094 | Time: 1651.58 ms [2022-04-11 13:02:30 main:574] : INFO : Epoch 1806 | loss: 0.0312067 | val_loss: 0.0312137 | Time: 1639.9 ms [2022-04-11 13:02:31 main:574] : INFO : Epoch 1807 | loss: 0.0312104 | val_loss: 0.0312094 | Time: 1643.32 ms [2022-04-11 13:02:33 main:574] : INFO : Epoch 1808 | loss: 0.0312076 | val_loss: 0.0312021 | Time: 1648.47 ms [2022-04-11 13:02:35 main:574] : INFO : Epoch 1809 | loss: 0.0312029 | val_loss: 0.0312046 | Time: 1636 ms [2022-04-11 13:02:36 main:574] : INFO : Epoch 1810 | loss: 0.0312034 | val_loss: 0.0312033 | Time: 1637.26 ms [2022-04-11 13:02:38 main:574] : INFO : Epoch 1811 | loss: 0.0312016 | val_loss: 0.0312022 | Time: 1644.48 ms [2022-04-11 13:02:39 main:574] : INFO : Epoch 1812 | loss: 0.0312014 | val_loss: 0.0312046 | Time: 1641.73 ms [2022-04-11 13:02:41 main:574] : INFO : Epoch 1813 | loss: 0.0312011 | val_loss: 0.0312026 | Time: 1644.34 ms [2022-04-11 13:02:43 main:574] : INFO : Epoch 1814 | loss: 0.0312015 | val_loss: 0.0312018 | Time: 1642.88 ms [2022-04-11 13:02:44 main:574] : INFO : Epoch 1815 | loss: 0.0312009 | val_loss: 0.0312023 | Time: 1645.61 ms [2022-04-11 13:02:46 main:574] : INFO : Epoch 1816 | loss: 0.0312007 | val_loss: 0.0312018 | Time: 1649.54 ms [2022-04-11 13:02:48 main:574] : INFO : Epoch 1817 | loss: 0.031201 | val_loss: 0.0312032 | Time: 1646.24 ms [2022-04-11 13:02:49 main:574] : INFO : Epoch 1818 | loss: 0.0312023 | val_loss: 0.0312036 | Time: 1642.92 ms [2022-04-11 13:02:51 main:574] : INFO : Epoch 1819 | loss: 0.0312019 | val_loss: 0.031203 | Time: 1641.93 ms [2022-04-11 13:02:53 main:574] : INFO : Epoch 1820 | loss: 0.0312007 | val_loss: 0.031204 | Time: 1640.32 ms [2022-04-11 13:02:54 main:574] : INFO : Epoch 1821 | loss: 0.0312008 | val_loss: 0.0312027 | Time: 1641.94 ms [2022-04-11 13:02:56 main:574] : INFO : Epoch 1822 | loss: 0.0311999 | val_loss: 0.0312031 | Time: 1635.04 ms [2022-04-11 13:02:58 main:574] : INFO : Epoch 1823 | loss: 0.0312011 | val_loss: 0.0312032 | Time: 1643.47 ms [2022-04-11 13:02:59 main:574] : INFO : Epoch 1824 | loss: 0.0312014 | val_loss: 0.0312028 | Time: 1644.69 ms [2022-04-11 13:03:01 main:574] : INFO : Epoch 1825 | loss: 0.0312006 | val_loss: 0.0312037 | Time: 1654.78 ms [2022-04-11 13:03:03 main:574] : INFO : Epoch 1826 | loss: 0.0311999 | val_loss: 0.0312074 | Time: 1645.87 ms [2022-04-11 13:03:04 main:574] : INFO : Epoch 1827 | loss: 0.0312017 | val_loss: 0.0312025 | Time: 1633.77 ms [2022-04-11 13:03:06 main:574] : INFO : Epoch 1828 | loss: 0.0311994 | val_loss: 0.0312026 | Time: 1647.45 ms [2022-04-11 13:03:07 main:574] : INFO : Epoch 1829 | loss: 0.0312002 | val_loss: 0.0312023 | Time: 1641.68 ms [2022-04-11 13:03:09 main:574] : INFO : Epoch 1830 | loss: 0.0311996 | val_loss: 0.0312072 | Time: 1653.56 ms [2022-04-11 13:03:11 main:574] : INFO : Epoch 1831 | loss: 0.0312014 | val_loss: 0.031203 | Time: 1650.31 ms [2022-04-11 13:03:12 main:574] : INFO : Epoch 1832 | loss: 0.0311999 | val_loss: 0.0312036 | Time: 1639.55 ms [2022-04-11 13:03:14 main:574] : INFO : Epoch 1833 | loss: 0.0311991 | val_loss: 0.0312032 | Time: 1645.59 ms [2022-04-11 13:03:16 main:574] : INFO : Epoch 1834 | loss: 0.0312003 | val_loss: 0.0312038 | Time: 1637.81 ms [2022-04-11 13:03:17 main:574] : INFO : Epoch 1835 | loss: 0.0312035 | val_loss: 0.0312096 | Time: 1637.5 ms [2022-04-11 13:03:19 main:574] : INFO : Epoch 1836 | loss: 0.0312054 | val_loss: 0.0312099 | Time: 1643.18 ms [2022-04-11 13:03:21 main:574] : INFO : Epoch 1837 | loss: 0.0312277 | val_loss: 0.0322292 | Time: 1640.4 ms [2022-04-11 13:03:22 main:574] : INFO : Epoch 1838 | loss: 0.0333804 | val_loss: 0.0391163 | Time: 1640.09 ms [2022-04-11 13:03:24 main:574] : INFO : Epoch 1839 | loss: 0.0324861 | val_loss: 0.0314217 | Time: 1642.06 ms [2022-04-11 13:03:26 main:574] : INFO : Epoch 1840 | loss: 0.0313158 | val_loss: 0.0312428 | Time: 1647.73 ms [2022-04-11 13:03:27 main:574] : INFO : Epoch 1841 | loss: 0.0312251 | val_loss: 0.0312204 | Time: 1649.14 ms [2022-04-11 13:03:29 main:574] : INFO : Epoch 1842 | loss: 0.0312077 | val_loss: 0.0312043 | Time: 1640.07 ms [2022-04-11 13:03:31 main:574] : INFO : Epoch 1843 | loss: 0.0312034 | val_loss: 0.0312047 | Time: 1641.96 ms [2022-04-11 13:03:32 main:574] : INFO : Epoch 1844 | loss: 0.0312035 | val_loss: 0.0312022 | Time: 1637.16 ms [2022-04-11 13:03:34 main:574] : INFO : Epoch 1845 | loss: 0.031202 | val_loss: 0.0312023 | Time: 1640.69 ms [2022-04-11 13:03:36 main:574] : INFO : Epoch 1846 | loss: 0.031202 | val_loss: 0.0312013 | Time: 1651.7 ms [2022-04-11 13:03:37 main:574] : INFO : Epoch 1847 | loss: 0.0312062 | val_loss: 0.0312082 | Time: 1643.08 ms [2022-04-11 13:03:39 main:574] : INFO : Epoch 1848 | loss: 0.0312052 | val_loss: 0.0312026 | Time: 1652.12 ms [2022-04-11 13:03:40 main:574] : INFO : Epoch 1849 | loss: 0.031201 | val_loss: 0.0312003 | Time: 1641.12 ms [2022-04-11 13:03:42 main:574] : INFO : Epoch 1850 | loss: 0.0312009 | val_loss: 0.0312002 | Time: 1646.74 ms [2022-04-11 13:03:44 main:574] : INFO : Epoch 1851 | loss: 0.0312004 | val_loss: 0.0311999 | Time: 1635.95 ms [2022-04-11 13:03:45 main:574] : INFO : Epoch 1852 | loss: 0.0312006 | val_loss: 0.0312003 | Time: 1638.2 ms [2022-04-11 13:03:47 main:574] : INFO : Epoch 1853 | loss: 0.0312007 | val_loss: 0.0312005 | Time: 1643.02 ms [2022-04-11 13:03:49 main:574] : INFO : Epoch 1854 | loss: 0.031201 | val_loss: 0.0312032 | Time: 1643.56 ms [2022-04-11 13:03:50 main:574] : INFO : Epoch 1855 | loss: 0.0312015 | val_loss: 0.0312021 | Time: 1634.77 ms [2022-04-11 13:03:52 main:574] : INFO : Epoch 1856 | loss: 0.0312015 | val_loss: 0.0312006 | Time: 1642.85 ms [2022-04-11 13:03:54 main:574] : INFO : Epoch 1857 | loss: 0.0312002 | val_loss: 0.0312006 | Time: 1640.53 ms [2022-04-11 13:03:55 main:574] : INFO : Epoch 1858 | loss: 0.0312016 | val_loss: 0.0312026 | Time: 1646.07 ms [2022-04-11 13:03:57 main:574] : INFO : Epoch 1859 | loss: 0.0312009 | val_loss: 0.0312002 | Time: 1644.62 ms [2022-04-11 13:03:59 main:574] : INFO : Epoch 1860 | loss: 0.0312006 | val_loss: 0.0312008 | Time: 1639.23 ms [2022-04-11 13:04:00 main:574] : INFO : Epoch 1861 | loss: 0.031203 | val_loss: 0.0312056 | Time: 1651.78 ms [2022-04-11 13:04:02 main:574] : INFO : Epoch 1862 | loss: 0.0312022 | val_loss: 0.0312024 | Time: 1636.32 ms [2022-04-11 13:04:04 main:574] : INFO : Epoch 1863 | loss: 0.0312016 | val_loss: 0.0312014 | Time: 1636.94 ms [2022-04-11 13:04:05 main:574] : INFO : Epoch 1864 | loss: 0.0312004 | val_loss: 0.0312027 | Time: 1646.01 ms [2022-04-11 13:04:07 main:574] : INFO : Epoch 1865 | loss: 0.0312007 | val_loss: 0.0311997 | Time: 1634.8 ms [2022-04-11 13:04:08 main:574] : INFO : Epoch 1866 | loss: 0.0311992 | val_loss: 0.0312 | Time: 1643.37 ms [2022-04-11 13:04:10 main:574] : INFO : Epoch 1867 | loss: 0.0311995 | val_loss: 0.0312007 | Time: 1638.23 ms [2022-04-11 13:04:12 main:574] : INFO : Epoch 1868 | loss: 0.0311989 | val_loss: 0.0312012 | Time: 1640.86 ms [2022-04-11 13:04:13 main:574] : INFO : Epoch 1869 | loss: 0.0311998 | val_loss: 0.0312016 | Time: 1638.1 ms [2022-04-11 13:04:15 main:574] : INFO : Epoch 1870 | loss: 0.0311995 | val_loss: 0.0312026 | Time: 1643.85 ms [2022-04-11 13:04:17 main:574] : INFO : Epoch 1871 | loss: 0.0311995 | val_loss: 0.0311995 | Time: 1654.07 ms [2022-04-11 13:04:18 main:574] : INFO : Epoch 1872 | loss: 0.0311999 | val_loss: 0.0311996 | Time: 1635.12 ms [2022-04-11 13:04:20 main:574] : INFO : Epoch 1873 | loss: 0.0311994 | val_loss: 0.0311993 | Time: 1638.82 ms [2022-04-11 13:04:22 main:574] : INFO : Epoch 1874 | loss: 0.0311996 | val_loss: 0.0312001 | Time: 1650.83 ms [2022-04-11 13:04:23 main:574] : INFO : Epoch 1875 | loss: 0.0311985 | val_loss: 0.0311995 | Time: 1654.58 ms [2022-04-11 13:04:25 main:574] : INFO : Epoch 1876 | loss: 0.0311981 | val_loss: 0.0311992 | Time: 1637.74 ms [2022-04-11 13:04:27 main:574] : INFO : Epoch 1877 | loss: 0.0311982 | val_loss: 0.0312009 | Time: 1642.92 ms [2022-04-11 13:04:28 main:574] : INFO : Epoch 1878 | loss: 0.0311982 | val_loss: 0.0311994 | Time: 1622.67 ms [2022-04-11 13:04:30 main:574] : INFO : Epoch 1879 | loss: 0.0311986 | val_loss: 0.0311996 | Time: 1641.43 ms [2022-04-11 13:04:32 main:574] : INFO : Epoch 1880 | loss: 0.0312 | val_loss: 0.0311982 | Time: 1642.75 ms [2022-04-11 13:04:33 main:574] : INFO : Epoch 1881 | loss: 0.0311998 | val_loss: 0.0311994 | Time: 1636.84 ms [2022-04-11 13:04:35 main:574] : INFO : Epoch 1882 | loss: 0.0311993 | val_loss: 0.0311988 | Time: 1642.73 ms [2022-04-11 13:04:36 main:574] : INFO : Epoch 1883 | loss: 0.0311991 | val_loss: 0.0311994 | Time: 1645.37 ms [2022-04-11 13:04:38 main:574] : INFO : Epoch 1884 | loss: 0.0311989 | val_loss: 0.031198 | Time: 1640.31 ms [2022-04-11 13:04:40 main:574] : INFO : Epoch 1885 | loss: 0.0311992 | val_loss: 0.0311982 | Time: 1642.26 ms [2022-04-11 13:04:41 main:574] : INFO : Epoch 1886 | loss: 0.0311998 | val_loss: 0.0312045 | Time: 1652.55 ms [2022-04-11 13:04:43 main:574] : INFO : Epoch 1887 | loss: 0.0312017 | val_loss: 0.0312006 | Time: 1640.9 ms [2022-04-11 13:04:45 main:574] : INFO : Epoch 1888 | loss: 0.0312037 | val_loss: 0.0312023 | Time: 1638.91 ms [2022-04-11 13:04:46 main:574] : INFO : Epoch 1889 | loss: 0.0312017 | val_loss: 0.0311999 | Time: 1641.21 ms [2022-04-11 13:04:48 main:574] : INFO : Epoch 1890 | loss: 0.0311997 | val_loss: 0.0312021 | Time: 1648.83 ms [2022-04-11 13:04:50 main:574] : INFO : Epoch 1891 | loss: 0.0312001 | val_loss: 0.0312032 | Time: 1645.5 ms [2022-04-11 13:04:51 main:574] : INFO : Epoch 1892 | loss: 0.0312014 | val_loss: 0.0311988 | Time: 1649.99 ms [2022-04-11 13:04:53 main:574] : INFO : Epoch 1893 | loss: 0.0311997 | val_loss: 0.0311994 | Time: 1638.19 ms [2022-04-11 13:04:55 main:574] : INFO : Epoch 1894 | loss: 0.0312 | val_loss: 0.031203 | Time: 1672.71 ms [2022-04-11 13:04:56 main:574] : INFO : Epoch 1895 | loss: 0.0311998 | val_loss: 0.0311985 | Time: 1761 ms [2022-04-11 13:04:58 main:574] : INFO : Epoch 1896 | loss: 0.0311989 | val_loss: 0.0311986 | Time: 1639.52 ms [2022-04-11 13:05:00 main:574] : INFO : Epoch 1897 | loss: 0.0311985 | val_loss: 0.0312021 | Time: 1661.35 ms [2022-04-11 13:05:01 main:574] : INFO : Epoch 1898 | loss: 0.0311986 | val_loss: 0.0311984 | Time: 1659.57 ms [2022-04-11 13:05:03 main:574] : INFO : Epoch 1899 | loss: 0.0311982 | val_loss: 0.0311982 | Time: 1644.01 ms [2022-04-11 13:05:05 main:574] : INFO : Epoch 1900 | loss: 0.0312007 | val_loss: 0.0312031 | Time: 1646.55 ms [2022-04-11 13:05:06 main:574] : INFO : Epoch 1901 | loss: 0.0312014 | val_loss: 0.0312008 | Time: 1648.03 ms [2022-04-11 13:05:08 main:574] : INFO : Epoch 1902 | loss: 0.0311984 | val_loss: 0.031198 | Time: 1647.67 ms [2022-04-11 13:05:10 main:574] : INFO : Epoch 1903 | loss: 0.0311976 | val_loss: 0.0312011 | Time: 1644.4 ms [2022-04-11 13:05:11 main:574] : INFO : Epoch 1904 | loss: 0.0311983 | val_loss: 0.0311997 | Time: 1645.79 ms [2022-04-11 13:05:13 main:574] : INFO : Epoch 1905 | loss: 0.0311988 | val_loss: 0.0311985 | Time: 1643.94 ms [2022-04-11 13:05:15 main:574] : INFO : Epoch 1906 | loss: 0.0311973 | val_loss: 0.0311999 | Time: 1645.15 ms [2022-04-11 13:05:16 main:574] : INFO : Epoch 1907 | loss: 0.0311981 | val_loss: 0.0311979 | Time: 1645.87 ms [2022-04-11 13:05:18 main:574] : INFO : Epoch 1908 | loss: 0.0311965 | val_loss: 0.0311989 | Time: 1641.58 ms [2022-04-11 13:05:20 main:574] : INFO : Epoch 1909 | loss: 0.0311978 | val_loss: 0.0311991 | Time: 1639.92 ms [2022-04-11 13:05:21 main:574] : INFO : Epoch 1910 | loss: 0.0312006 | val_loss: 0.0312016 | Time: 1644.34 ms [2022-04-11 13:05:23 main:574] : INFO : Epoch 1911 | loss: 0.0311992 | val_loss: 0.0311988 | Time: 1630.09 ms [2022-04-11 13:05:24 main:574] : INFO : Epoch 1912 | loss: 0.0311987 | val_loss: 0.0311987 | Time: 1640.85 ms [2022-04-11 13:05:26 main:574] : INFO : Epoch 1913 | loss: 0.0311987 | val_loss: 0.0312008 | Time: 1703.23 ms [2022-04-11 13:05:28 main:574] : INFO : Epoch 1914 | loss: 0.031198 | val_loss: 0.031198 | Time: 1646.14 ms [2022-04-11 13:05:29 main:574] : INFO : Epoch 1915 | loss: 0.0311976 | val_loss: 0.031198 | Time: 1647.08 ms [2022-04-11 13:05:31 main:574] : INFO : Epoch 1916 | loss: 0.031197 | val_loss: 0.0311976 | Time: 1635.89 ms [2022-04-11 13:05:33 main:574] : INFO : Epoch 1917 | loss: 0.0311968 | val_loss: 0.0311974 | Time: 1643.31 ms [2022-04-11 13:05:34 main:574] : INFO : Epoch 1918 | loss: 0.0311976 | val_loss: 0.0312062 | Time: 1639.5 ms [2022-04-11 13:05:36 main:574] : INFO : Epoch 1919 | loss: 0.0311997 | val_loss: 0.0312004 | Time: 1636.42 ms [2022-04-11 13:05:38 main:574] : INFO : Epoch 1920 | loss: 0.0312011 | val_loss: 0.0311987 | Time: 1638.24 ms [2022-04-11 13:05:39 main:574] : INFO : Epoch 1921 | loss: 0.0311992 | val_loss: 0.0312048 | Time: 1646.69 ms [2022-04-11 13:05:41 main:574] : INFO : Epoch 1922 | loss: 0.0311996 | val_loss: 0.0311996 | Time: 1641.27 ms [2022-04-11 13:05:43 main:574] : INFO : Epoch 1923 | loss: 0.0311983 | val_loss: 0.0311997 | Time: 1640.36 ms [2022-04-11 13:05:44 main:574] : INFO : Epoch 1924 | loss: 0.0311967 | val_loss: 0.0311998 | Time: 1632.1 ms [2022-04-11 13:05:46 main:574] : INFO : Epoch 1925 | loss: 0.0311972 | val_loss: 0.0312006 | Time: 1641.71 ms [2022-04-11 13:05:48 main:574] : INFO : Epoch 1926 | loss: 0.0312002 | val_loss: 0.0312027 | Time: 1635.67 ms [2022-04-11 13:05:49 main:574] : INFO : Epoch 1927 | loss: 0.031198 | val_loss: 0.0311982 | Time: 1636.63 ms [2022-04-11 13:05:51 main:574] : INFO : Epoch 1928 | loss: 0.031196 | val_loss: 0.0311974 | Time: 1646.78 ms [2022-04-11 13:05:53 main:574] : INFO : Epoch 1929 | loss: 0.0311962 | val_loss: 0.0311982 | Time: 1643.57 ms [2022-04-11 13:05:54 main:574] : INFO : Epoch 1930 | loss: 0.0311961 | val_loss: 0.0311979 | Time: 1644.75 ms [2022-04-11 13:05:56 main:574] : INFO : Epoch 1931 | loss: 0.0311984 | val_loss: 0.031201 | Time: 1639.23 ms [2022-04-11 13:05:57 main:574] : INFO : Epoch 1932 | loss: 0.031197 | val_loss: 0.0311995 | Time: 1645.94 ms [2022-04-11 13:05:59 main:574] : INFO : Epoch 1933 | loss: 0.0311962 | val_loss: 0.0311987 | Time: 1638.84 ms [2022-04-11 13:06:01 main:574] : INFO : Epoch 1934 | loss: 0.031199 | val_loss: 0.0312043 | Time: 1657.97 ms [2022-04-11 13:06:02 main:574] : INFO : Epoch 1935 | loss: 0.0312001 | val_loss: 0.0311988 | Time: 1638.71 ms [2022-04-11 13:06:04 main:574] : INFO : Epoch 1936 | loss: 0.0311972 | val_loss: 0.0312001 | Time: 1657.84 ms [2022-04-11 13:06:06 main:574] : INFO : Epoch 1937 | loss: 0.0311967 | val_loss: 0.0311972 | Time: 1627.29 ms [2022-04-11 13:06:07 main:574] : INFO : Epoch 1938 | loss: 0.0311968 | val_loss: 0.0311985 | Time: 1634.16 ms [2022-04-11 13:06:09 main:574] : INFO : Epoch 1939 | loss: 0.0311976 | val_loss: 0.0311995 | Time: 1645.83 ms [2022-04-11 13:06:11 main:574] : INFO : Epoch 1940 | loss: 0.031197 | val_loss: 0.0312024 | Time: 1639.38 ms [2022-04-11 13:06:12 main:574] : INFO : Epoch 1941 | loss: 0.0311977 | val_loss: 0.0312 | Time: 1645.11 ms [2022-04-11 13:06:14 main:574] : INFO : Epoch 1942 | loss: 0.0311963 | val_loss: 0.0311988 | Time: 1639.94 ms [2022-04-11 13:06:16 main:574] : INFO : Epoch 1943 | loss: 0.031195 | val_loss: 0.0311995 | Time: 1634.59 ms [2022-04-11 13:06:17 main:574] : INFO : Epoch 1944 | loss: 0.0311951 | val_loss: 0.0312026 | Time: 1639.44 ms [2022-04-11 13:06:19 main:574] : INFO : Epoch 1945 | loss: 0.0311958 | val_loss: 0.0312007 | Time: 1637.66 ms [2022-04-11 13:06:21 main:574] : INFO : Epoch 1946 | loss: 0.0311961 | val_loss: 0.0312012 | Time: 1637.14 ms [2022-04-11 13:06:22 main:574] : INFO : Epoch 1947 | loss: 0.0311954 | val_loss: 0.0311986 | Time: 1635.63 ms [2022-04-11 13:06:24 main:574] : INFO : Epoch 1948 | loss: 0.0311957 | val_loss: 0.0311993 | Time: 1635.38 ms [2022-04-11 13:06:25 main:574] : INFO : Epoch 1949 | loss: 0.0311955 | val_loss: 0.0311988 | Time: 1645.29 ms [2022-04-11 13:06:27 main:574] : INFO : Epoch 1950 | loss: 0.0311953 | val_loss: 0.0311988 | Time: 1638.87 ms [2022-04-11 13:06:29 main:574] : INFO : Epoch 1951 | loss: 0.0311959 | val_loss: 0.0311986 | Time: 1645.29 ms [2022-04-11 13:06:30 main:574] : INFO : Epoch 1952 | loss: 0.0311956 | val_loss: 0.0311996 | Time: 1638.43 ms [2022-04-11 13:06:32 main:574] : INFO : Epoch 1953 | loss: 0.0311966 | val_loss: 0.0311978 | Time: 1646.62 ms [2022-04-11 13:06:34 main:574] : INFO : Epoch 1954 | loss: 0.0311967 | val_loss: 0.0311988 | Time: 1629.78 ms [2022-04-11 13:06:35 main:574] : INFO : Epoch 1955 | loss: 0.0311964 | val_loss: 0.0311979 | Time: 1648.63 ms [2022-04-11 13:06:37 main:574] : INFO : Epoch 1956 | loss: 0.0311969 | val_loss: 0.0312011 | Time: 1638.62 ms [2022-04-11 13:06:39 main:574] : INFO : Epoch 1957 | loss: 0.0311974 | val_loss: 0.0311988 | Time: 1641.63 ms [2022-04-11 13:06:40 main:574] : INFO : Epoch 1958 | loss: 0.0311978 | val_loss: 0.0312018 | Time: 1638.19 ms [2022-04-11 13:06:42 main:574] : INFO : Epoch 1959 | loss: 0.0311973 | val_loss: 0.031198 | Time: 1643.79 ms [2022-04-11 13:06:44 main:574] : INFO : Epoch 1960 | loss: 0.0311971 | val_loss: 0.0311989 | Time: 1637.06 ms [2022-04-11 13:06:45 main:574] : INFO : Epoch 1961 | loss: 0.0311952 | val_loss: 0.0311975 | Time: 1644.25 ms [2022-04-11 13:06:47 main:574] : INFO : Epoch 1962 | loss: 0.0311949 | val_loss: 0.0311993 | Time: 1654.33 ms [2022-04-11 13:06:49 main:574] : INFO : Epoch 1963 | loss: 0.0311951 | val_loss: 0.0311972 | Time: 1635.67 ms [2022-04-11 13:06:50 main:574] : INFO : Epoch 1964 | loss: 0.0311948 | val_loss: 0.0311999 | Time: 1646.8 ms [2022-04-11 13:06:52 main:574] : INFO : Epoch 1965 | loss: 0.0311938 | val_loss: 0.0311981 | Time: 1644.52 ms [2022-04-11 13:06:53 main:574] : INFO : Epoch 1966 | loss: 0.0311939 | val_loss: 0.0311974 | Time: 1640.33 ms [2022-04-11 13:06:55 main:574] : INFO : Epoch 1967 | loss: 0.0311933 | val_loss: 0.0311962 | Time: 1634.63 ms [2022-04-11 13:06:57 main:574] : INFO : Epoch 1968 | loss: 0.0311935 | val_loss: 0.0311958 | Time: 1639.37 ms [2022-04-11 13:06:58 main:574] : INFO : Epoch 1969 | loss: 0.0311929 | val_loss: 0.0311964 | Time: 1643.08 ms [2022-04-11 13:07:00 main:574] : INFO : Epoch 1970 | loss: 0.0311953 | val_loss: 0.0311993 | Time: 1645.97 ms [2022-04-11 13:07:02 main:574] : INFO : Epoch 1971 | loss: 0.0311959 | val_loss: 0.0311997 | Time: 1645.99 ms [2022-04-11 13:07:03 main:574] : INFO : Epoch 1972 | loss: 0.0311946 | val_loss: 0.0311993 | Time: 1639.27 ms [2022-04-11 13:07:05 main:574] : INFO : Epoch 1973 | loss: 0.0311948 | val_loss: 0.0312003 | Time: 1647.49 ms [2022-04-11 13:07:07 main:574] : INFO : Epoch 1974 | loss: 0.0311958 | val_loss: 0.0311998 | Time: 1643.64 ms [2022-04-11 13:07:08 main:574] : INFO : Epoch 1975 | loss: 0.031195 | val_loss: 0.0312022 | Time: 1642.69 ms [2022-04-11 13:07:10 main:574] : INFO : Epoch 1976 | loss: 0.0311939 | val_loss: 0.0311988 | Time: 1655.29 ms [2022-04-11 13:07:12 main:574] : INFO : Epoch 1977 | loss: 0.0311954 | val_loss: 0.031197 | Time: 1641.83 ms [2022-04-11 13:07:13 main:574] : INFO : Epoch 1978 | loss: 0.031197 | val_loss: 0.0311987 | Time: 1638.48 ms [2022-04-11 13:07:15 main:574] : INFO : Epoch 1979 | loss: 0.0311948 | val_loss: 0.031197 | Time: 1646.91 ms [2022-04-11 13:07:17 main:574] : INFO : Epoch 1980 | loss: 0.0311932 | val_loss: 0.0311967 | Time: 1640.29 ms [2022-04-11 13:07:18 main:574] : INFO : Epoch 1981 | loss: 0.0311937 | val_loss: 0.0311985 | Time: 1645.55 ms [2022-04-11 13:07:20 main:574] : INFO : Epoch 1982 | loss: 0.0311937 | val_loss: 0.0311979 | Time: 1641.65 ms [2022-04-11 13:07:22 main:574] : INFO : Epoch 1983 | loss: 0.031194 | val_loss: 0.0311987 | Time: 1644.76 ms [2022-04-11 13:07:23 main:574] : INFO : Epoch 1984 | loss: 0.0311931 | val_loss: 0.031197 | Time: 1639.36 ms [2022-04-11 13:07:25 main:574] : INFO : Epoch 1985 | loss: 0.0311932 | val_loss: 0.0311972 | Time: 1647.89 ms [2022-04-11 13:07:26 main:574] : INFO : Epoch 1986 | loss: 0.0311931 | val_loss: 0.0311974 | Time: 1649.78 ms [2022-04-11 13:07:28 main:574] : INFO : Epoch 1987 | loss: 0.0311926 | val_loss: 0.0311967 | Time: 1643.01 ms [2022-04-11 13:07:30 main:574] : INFO : Epoch 1988 | loss: 0.0311924 | val_loss: 0.0312006 | Time: 1643.32 ms [2022-04-11 13:07:31 main:574] : INFO : Epoch 1989 | loss: 0.0311951 | val_loss: 0.0311984 | Time: 1640.64 ms [2022-04-11 13:07:33 main:574] : INFO : Epoch 1990 | loss: 0.0311917 | val_loss: 0.0311988 | Time: 1642.74 ms [2022-04-11 13:07:35 main:574] : INFO : Epoch 1991 | loss: 0.0311948 | val_loss: 0.0311975 | Time: 1643.97 ms [2022-04-11 13:07:36 main:574] : INFO : Epoch 1992 | loss: 0.0311973 | val_loss: 0.0311964 | Time: 1643.19 ms [2022-04-11 13:07:38 main:574] : INFO : Epoch 1993 | loss: 0.0311962 | val_loss: 0.0311964 | Time: 1640.15 ms [2022-04-11 13:07:40 main:574] : INFO : Epoch 1994 | loss: 0.0311968 | val_loss: 0.0311968 | Time: 1642.29 ms [2022-04-11 13:07:41 main:574] : INFO : Epoch 1995 | loss: 0.0311948 | val_loss: 0.031201 | Time: 1644.93 ms [2022-04-11 13:07:43 main:574] : INFO : Epoch 1996 | loss: 0.031197 | val_loss: 0.0311969 | Time: 1640.36 ms [2022-04-11 13:07:45 main:574] : INFO : Epoch 1997 | loss: 0.0311966 | val_loss: 0.0311974 | Time: 1638.15 ms [2022-04-11 13:07:46 main:574] : INFO : Epoch 1998 | loss: 0.0311976 | val_loss: 0.0312027 | Time: 1643.62 ms [2022-04-11 13:07:48 main:574] : INFO : Epoch 1999 | loss: 0.0311968 | val_loss: 0.0311985 | Time: 1653.18 ms [2022-04-11 13:07:50 main:574] : INFO : Epoch 2000 | loss: 0.0311955 | val_loss: 0.0311979 | Time: 1638.5 ms [2022-04-11 13:07:51 main:574] : INFO : Epoch 2001 | loss: 0.0311947 | val_loss: 0.0311974 | Time: 1646.51 ms [2022-04-11 13:07:53 main:574] : INFO : Epoch 2002 | loss: 0.0311954 | val_loss: 0.0311991 | Time: 1645.15 ms [2022-04-11 13:07:54 main:574] : INFO : Epoch 2003 | loss: 0.0311942 | val_loss: 0.0311994 | Time: 1635.54 ms [2022-04-11 13:07:56 main:574] : INFO : Epoch 2004 | loss: 0.0311945 | val_loss: 0.0311976 | Time: 1643.28 ms [2022-04-11 13:07:58 main:574] : INFO : Epoch 2005 | loss: 0.0311955 | val_loss: 0.0311979 | Time: 1627.66 ms [2022-04-11 13:07:59 main:574] : INFO : Epoch 2006 | loss: 0.0311962 | val_loss: 0.0311982 | Time: 1643.55 ms [2022-04-11 13:08:01 main:574] : INFO : Epoch 2007 | loss: 0.0311951 | val_loss: 0.0311993 | Time: 1651.65 ms [2022-04-11 13:08:03 main:574] : INFO : Epoch 2008 | loss: 0.0311972 | val_loss: 0.0312011 | Time: 1647.65 ms [2022-04-11 13:08:04 main:574] : INFO : Epoch 2009 | loss: 0.0311966 | val_loss: 0.0311993 | Time: 1634.03 ms [2022-04-11 13:08:06 main:574] : INFO : Epoch 2010 | loss: 0.0311957 | val_loss: 0.0311986 | Time: 1637.91 ms [2022-04-11 13:08:08 main:574] : INFO : Epoch 2011 | loss: 0.0311947 | val_loss: 0.0311989 | Time: 1647.47 ms [2022-04-11 13:08:09 main:574] : INFO : Epoch 2012 | loss: 0.0311946 | val_loss: 0.0311988 | Time: 1640.69 ms [2022-04-11 13:08:11 main:574] : INFO : Epoch 2013 | loss: 0.0311935 | val_loss: 0.0311975 | Time: 1642.8 ms [2022-04-11 13:08:13 main:574] : INFO : Epoch 2014 | loss: 0.031193 | val_loss: 0.0311974 | Time: 1632.28 ms [2022-04-11 13:08:14 main:574] : INFO : Epoch 2015 | loss: 0.0311928 | val_loss: 0.0311988 | Time: 1640.52 ms [2022-04-11 13:08:16 main:574] : INFO : Epoch 2016 | loss: 0.0311932 | val_loss: 0.031199 | Time: 1652.54 ms [2022-04-11 13:08:18 main:574] : INFO : Epoch 2017 | loss: 0.0311946 | val_loss: 0.0312032 | Time: 1645.75 ms [2022-04-11 13:08:19 main:574] : INFO : Epoch 2018 | loss: 0.0311994 | val_loss: 0.0312005 | Time: 1641.01 ms [2022-04-11 13:08:21 main:574] : INFO : Epoch 2019 | loss: 0.0311976 | val_loss: 0.0312006 | Time: 1651.48 ms [2022-04-11 13:08:23 main:574] : INFO : Epoch 2020 | loss: 0.0311984 | val_loss: 0.0311983 | Time: 1648.43 ms [2022-04-11 13:08:24 main:574] : INFO : Epoch 2021 | loss: 0.0311979 | val_loss: 0.0311993 | Time: 1650.41 ms [2022-04-11 13:08:26 main:574] : INFO : Epoch 2022 | loss: 0.0311992 | val_loss: 0.031202 | Time: 1647.14 ms [2022-04-11 13:08:27 main:574] : INFO : Epoch 2023 | loss: 0.0312064 | val_loss: 0.031205 | Time: 1642.08 ms [2022-04-11 13:08:29 main:574] : INFO : Epoch 2024 | loss: 0.0312046 | val_loss: 0.0312025 | Time: 1627.99 ms [2022-04-11 13:08:31 main:574] : INFO : Epoch 2025 | loss: 0.0312026 | val_loss: 0.0312012 | Time: 1641.98 ms [2022-04-11 13:08:32 main:574] : INFO : Epoch 2026 | loss: 0.0312026 | val_loss: 0.0312029 | Time: 1645.16 ms [2022-04-11 13:08:34 main:574] : INFO : Epoch 2027 | loss: 0.0312002 | val_loss: 0.0311999 | Time: 1650.29 ms [2022-04-11 13:08:36 main:574] : INFO : Epoch 2028 | loss: 0.0311994 | val_loss: 0.0311989 | Time: 1654.71 ms [2022-04-11 13:08:37 main:574] : INFO : Epoch 2029 | loss: 0.0312 | val_loss: 0.0312015 | Time: 1639.94 ms [2022-04-11 13:08:39 main:574] : INFO : Epoch 2030 | loss: 0.0311993 | val_loss: 0.0311984 | Time: 1635.77 ms [2022-04-11 13:08:41 main:574] : INFO : Epoch 2031 | loss: 0.0311987 | val_loss: 0.031201 | Time: 1653.19 ms [2022-04-11 13:08:42 main:574] : INFO : Epoch 2032 | loss: 0.0311999 | val_loss: 0.0312029 | Time: 1638.23 ms [2022-04-11 13:08:44 main:574] : INFO : Epoch 2033 | loss: 0.0312 | val_loss: 0.0312019 | Time: 1645.96 ms [2022-04-11 13:08:46 main:574] : INFO : Epoch 2034 | loss: 0.0311991 | val_loss: 0.0312069 | Time: 1651.89 ms [2022-04-11 13:08:47 main:574] : INFO : Epoch 2035 | loss: 0.0311999 | val_loss: 0.0311997 | Time: 1640.63 ms [2022-04-11 13:08:49 main:574] : INFO : Epoch 2036 | loss: 0.0311983 | val_loss: 0.0312001 | Time: 1641.62 ms [2022-04-11 13:08:51 main:574] : INFO : Epoch 2037 | loss: 0.0311982 | val_loss: 0.0312014 | Time: 1641.11 ms [2022-04-11 13:08:52 main:574] : INFO : Epoch 2038 | loss: 0.0311992 | val_loss: 0.0312034 | Time: 1641.05 ms [2022-04-11 13:08:54 main:574] : INFO : Epoch 2039 | loss: 0.0311996 | val_loss: 0.0311997 | Time: 1637.56 ms [2022-04-11 13:08:56 main:574] : INFO : Epoch 2040 | loss: 0.0311974 | val_loss: 0.0311989 | Time: 1647.26 ms [2022-04-11 13:08:57 main:574] : INFO : Epoch 2041 | loss: 0.0311991 | val_loss: 0.0311998 | Time: 1644.15 ms [2022-04-11 13:08:59 main:574] : INFO : Epoch 2042 | loss: 0.0311981 | val_loss: 0.0312005 | Time: 1643.72 ms [2022-04-11 13:09:00 main:574] : INFO : Epoch 2043 | loss: 0.0311966 | val_loss: 0.0311987 | Time: 1653.94 ms [2022-04-11 13:09:02 main:574] : INFO : Epoch 2044 | loss: 0.0311971 | val_loss: 0.0311997 | Time: 1644.53 ms [2022-04-11 13:09:04 main:574] : INFO : Epoch 2045 | loss: 0.0311973 | val_loss: 0.0312008 | Time: 1639.74 ms [2022-04-11 13:09:05 main:574] : INFO : Epoch 2046 | loss: 0.0311974 | val_loss: 0.0312016 | Time: 1648.88 ms [2022-04-11 13:09:07 main:574] : INFO : Epoch 2047 | loss: 0.031197 | val_loss: 0.0311994 | Time: 1643.92 ms [2022-04-11 13:09:09 main:574] : INFO : Epoch 2048 | loss: 0.0311969 | val_loss: 0.0312003 | Time: 1642.61 ms [2022-04-11 13:09:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312003 [2022-04-11 13:09:09 main:603] : INFO : Saving end state to config to file [2022-04-11 13:09:09 main:608] : INFO : Success, exiting.. 13:09:09 (50052): 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)