Task 9437567
| Name | ParityModified-1636225657-9256-2-0_4 |
| Workunit | 6445349 |
| Created | 4 Dec 2021, 23:13:34 UTC |
| Sent | 5 Dec 2021, 1:17:59 UTC |
| Report deadline | 13 Dec 2021, 1:17:59 UTC |
| Received | 5 Dec 2021, 3:10:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10089 |
| Run time | 48 min 43 sec |
| CPU time | 47 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,170.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0312017 | val_loss: 0.0311943 | Time: 1418.49 ms [2021-12-04 19:56:39 main:574] : INFO : Epoch 1543 | loss: 0.0312016 | val_loss: 0.0311958 | Time: 1417.13 ms [2021-12-04 19:56:41 main:574] : INFO : Epoch 1544 | loss: 0.0312031 | val_loss: 0.0311966 | Time: 1415.57 ms [2021-12-04 19:56:42 main:574] : INFO : Epoch 1545 | loss: 0.0312038 | val_loss: 0.0311974 | Time: 1421.66 ms [2021-12-04 19:56:44 main:574] : INFO : Epoch 1546 | loss: 0.0312029 | val_loss: 0.0311996 | Time: 1418.42 ms [2021-12-04 19:56:45 main:574] : INFO : Epoch 1547 | loss: 0.0312049 | val_loss: 0.0311975 | Time: 1416.91 ms [2021-12-04 19:56:46 main:574] : INFO : Epoch 1548 | loss: 0.031203 | val_loss: 0.0311942 | Time: 1418.23 ms [2021-12-04 19:56:48 main:574] : INFO : Epoch 1549 | loss: 0.0312047 | val_loss: 0.0311953 | Time: 1409.22 ms [2021-12-04 19:56:49 main:574] : INFO : Epoch 1550 | loss: 0.0312057 | val_loss: 0.0311943 | Time: 1408.33 ms [2021-12-04 19:56:51 main:574] : INFO : Epoch 1551 | loss: 0.0312035 | val_loss: 0.0311937 | Time: 1413.68 ms [2021-12-04 19:56:52 main:574] : INFO : Epoch 1552 | loss: 0.0312022 | val_loss: 0.0311984 | Time: 1410.83 ms [2021-12-04 19:56:53 main:574] : INFO : Epoch 1553 | loss: 0.0312024 | val_loss: 0.0311973 | Time: 1415.95 ms [2021-12-04 19:56:55 main:574] : INFO : Epoch 1554 | loss: 0.0312034 | val_loss: 0.0311953 | Time: 1417.14 ms [2021-12-04 19:56:56 main:574] : INFO : Epoch 1555 | loss: 0.031204 | val_loss: 0.0311938 | Time: 1415.71 ms [2021-12-04 19:56:58 main:574] : INFO : Epoch 1556 | loss: 0.0312035 | val_loss: 0.031198 | Time: 1413.81 ms [2021-12-04 19:56:59 main:574] : INFO : Epoch 1557 | loss: 0.0312048 | val_loss: 0.0312029 | Time: 1414.88 ms [2021-12-04 19:57:01 main:574] : INFO : Epoch 1558 | loss: 0.0312087 | val_loss: 0.031194 | Time: 1420.49 ms [2021-12-04 19:57:02 main:574] : INFO : Epoch 1559 | loss: 0.0312062 | val_loss: 0.0311981 | Time: 1416.95 ms [2021-12-04 19:57:03 main:574] : INFO : Epoch 1560 | loss: 0.0312074 | val_loss: 0.031202 | Time: 1416.98 ms [2021-12-04 19:57:05 main:574] : INFO : Epoch 1561 | loss: 0.0312062 | val_loss: 0.0311966 | Time: 1419.73 ms [2021-12-04 19:57:06 main:574] : INFO : Epoch 1562 | loss: 0.0312025 | val_loss: 0.0311943 | Time: 1420.68 ms [2021-12-04 19:57:08 main:574] : INFO : Epoch 1563 | loss: 0.0312018 | val_loss: 0.0311938 | Time: 1413.31 ms [2021-12-04 19:57:09 main:574] : INFO : Epoch 1564 | loss: 0.0312024 | val_loss: 0.0311944 | Time: 1414.38 ms [2021-12-04 19:57:11 main:574] : INFO : Epoch 1565 | loss: 0.0312017 | val_loss: 0.0311949 | Time: 1420.42 ms [2021-12-04 19:57:12 main:574] : INFO : Epoch 1566 | loss: 0.0312022 | val_loss: 0.0311958 | Time: 1428.77 ms [2021-12-04 19:57:13 main:574] : INFO : Epoch 1567 | loss: 0.0312027 | val_loss: 0.0311978 | Time: 1412.76 ms [2021-12-04 19:57:15 main:574] : INFO : Epoch 1568 | loss: 0.0312027 | val_loss: 0.0311939 | Time: 1409.22 ms [2021-12-04 19:57:16 main:574] : INFO : Epoch 1569 | loss: 0.0312027 | val_loss: 0.031195 | Time: 1407.05 ms [2021-12-04 19:57:18 main:574] : INFO : Epoch 1570 | loss: 0.0312022 | val_loss: 0.0311943 | Time: 1412.38 ms [2021-12-04 19:57:19 main:574] : INFO : Epoch 1571 | loss: 0.0312015 | val_loss: 0.0311942 | Time: 1416.38 ms [2021-12-04 19:57:20 main:574] : INFO : Epoch 1572 | loss: 0.0312028 | val_loss: 0.0311937 | Time: 1416.7 ms [2021-12-04 19:57:22 main:574] : INFO : Epoch 1573 | loss: 0.0312042 | val_loss: 0.0311949 | Time: 1411.82 ms [2021-12-04 19:57:23 main:574] : INFO : Epoch 1574 | loss: 0.0312032 | val_loss: 0.0311943 | Time: 1408.27 ms [2021-12-04 19:57:25 main:574] : INFO : Epoch 1575 | loss: 0.0312025 | val_loss: 0.0311943 | Time: 1412.92 ms [2021-12-04 19:57:26 main:574] : INFO : Epoch 1576 | loss: 0.0312031 | val_loss: 0.0311945 | Time: 1419.13 ms [2021-12-04 19:57:28 main:574] : INFO : Epoch 1577 | loss: 0.0312019 | val_loss: 0.0311975 | Time: 1412.44 ms [2021-12-04 19:57:29 main:574] : INFO : Epoch 1578 | loss: 0.0312074 | val_loss: 0.0312056 | Time: 1410.57 ms [2021-12-04 19:57:30 main:574] : INFO : Epoch 1579 | loss: 0.0312048 | val_loss: 0.0311971 | Time: 1420.74 ms [2021-12-04 19:57:32 main:574] : INFO : Epoch 1580 | loss: 0.0312033 | val_loss: 0.0311944 | Time: 1417.07 ms [2021-12-04 19:57:33 main:574] : INFO : Epoch 1581 | loss: 0.0312045 | val_loss: 0.0311979 | Time: 1421.97 ms [2021-12-04 19:57:35 main:574] : INFO : Epoch 1582 | loss: 0.0312028 | val_loss: 0.0311939 | Time: 1412.43 ms [2021-12-04 19:57:36 main:574] : INFO : Epoch 1583 | loss: 0.0312024 | val_loss: 0.0311981 | Time: 1418.87 ms [2021-12-04 19:57:38 main:574] : INFO : Epoch 1584 | loss: 0.0312022 | val_loss: 0.031199 | Time: 1417.6 ms [2021-12-04 19:57:39 main:574] : INFO : Epoch 1585 | loss: 0.0312024 | val_loss: 0.0311941 | Time: 1423.65 ms [2021-12-04 19:57:40 main:574] : INFO : Epoch 1586 | loss: 0.031203 | val_loss: 0.0311949 | Time: 1422.52 ms [2021-12-04 19:57:42 main:574] : INFO : Epoch 1587 | loss: 0.0312014 | val_loss: 0.0311944 | Time: 1422.68 ms [2021-12-04 19:57:43 main:574] : INFO : Epoch 1588 | loss: 0.0312019 | val_loss: 0.0311955 | Time: 1411.17 ms [2021-12-04 19:57:45 main:574] : INFO : Epoch 1589 | loss: 0.0312039 | val_loss: 0.0311941 | Time: 1409.98 ms [2021-12-04 19:57:46 main:574] : INFO : Epoch 1590 | loss: 0.0312018 | val_loss: 0.0311938 | Time: 1415.43 ms [2021-12-04 19:57:47 main:574] : INFO : Epoch 1591 | loss: 0.0312033 | val_loss: 0.0311938 | Time: 1414.34 ms [2021-12-04 19:57:49 main:574] : INFO : Epoch 1592 | loss: 0.0312018 | val_loss: 0.0311962 | Time: 1416.33 ms [2021-12-04 19:57:50 main:574] : INFO : Epoch 1593 | loss: 0.0312022 | val_loss: 0.0311941 | Time: 1416.33 ms [2021-12-04 19:57:52 main:574] : INFO : Epoch 1594 | loss: 0.0312011 | val_loss: 0.0311947 | Time: 1412.36 ms [2021-12-04 19:57:53 main:574] : INFO : Epoch 1595 | loss: 0.0312022 | val_loss: 0.0311961 | Time: 1418.9 ms [2021-12-04 19:57:55 main:574] : INFO : Epoch 1596 | loss: 0.0312049 | val_loss: 0.0311945 | Time: 1422.06 ms [2021-12-04 19:57:56 main:574] : INFO : Epoch 1597 | loss: 0.031203 | val_loss: 0.0311953 | Time: 1413.66 ms [2021-12-04 19:57:57 main:574] : INFO : Epoch 1598 | loss: 0.0312019 | val_loss: 0.0312039 | Time: 1416.9 ms [2021-12-04 19:57:59 main:574] : INFO : Epoch 1599 | loss: 0.0312043 | val_loss: 0.0311991 | Time: 1418.58 ms [2021-12-04 19:58:00 main:574] : INFO : Epoch 1600 | loss: 0.0312035 | val_loss: 0.0311953 | Time: 1421.76 ms [2021-12-04 19:58:02 main:574] : INFO : Epoch 1601 | loss: 0.031202 | val_loss: 0.0311957 | Time: 1411.72 ms [2021-12-04 19:58:03 main:574] : INFO : Epoch 1602 | loss: 0.0312039 | val_loss: 0.0311948 | Time: 1414.65 ms [2021-12-04 19:58:05 main:574] : INFO : Epoch 1603 | loss: 0.0312022 | val_loss: 0.0311983 | Time: 1418.88 ms [2021-12-04 19:58:06 main:574] : INFO : Epoch 1604 | loss: 0.031204 | val_loss: 0.031198 | Time: 1420.21 ms [2021-12-04 19:58:07 main:574] : INFO : Epoch 1605 | loss: 0.0312056 | val_loss: 0.0311991 | Time: 1414.34 ms [2021-12-04 19:58:09 main:574] : INFO : Epoch 1606 | loss: 0.0312028 | val_loss: 0.0311941 | Time: 1414.83 ms [2021-12-04 19:58:10 main:574] : INFO : Epoch 1607 | loss: 0.0312018 | val_loss: 0.0311945 | Time: 1410.48 ms [2021-12-04 19:58:12 main:574] : INFO : Epoch 1608 | loss: 0.0312014 | val_loss: 0.0311957 | Time: 1413.07 ms [2021-12-04 19:58:13 main:574] : INFO : Epoch 1609 | loss: 0.0312022 | val_loss: 0.0311971 | Time: 1417.98 ms [2021-12-04 19:58:14 main:574] : INFO : Epoch 1610 | loss: 0.0312032 | val_loss: 0.0311984 | Time: 1418.06 ms [2021-12-04 19:58:16 main:574] : INFO : Epoch 1611 | loss: 0.0312027 | val_loss: 0.0311952 | Time: 1409.84 ms [2021-12-04 19:58:17 main:574] : INFO : Epoch 1612 | loss: 0.0312025 | val_loss: 0.0311961 | Time: 1404.93 ms [2021-12-04 19:58:19 main:574] : INFO : Epoch 1613 | loss: 0.0312033 | val_loss: 0.0311994 | Time: 1421.48 ms [2021-12-04 19:58:20 main:574] : INFO : Epoch 1614 | loss: 0.0312038 | val_loss: 0.0311976 | Time: 1413.68 ms [2021-12-04 19:58:22 main:574] : INFO : Epoch 1615 | loss: 0.0312024 | val_loss: 0.0311938 | Time: 1419.35 ms [2021-12-04 19:58:23 main:574] : INFO : Epoch 1616 | loss: 0.0312018 | val_loss: 0.0311954 | Time: 1419.07 ms [2021-12-04 19:58:24 main:574] : INFO : Epoch 1617 | loss: 0.0312047 | val_loss: 0.0311967 | Time: 1413.63 ms [2021-12-04 19:58:26 main:574] : INFO : Epoch 1618 | loss: 0.0312042 | val_loss: 0.031196 | Time: 1420.41 ms [2021-12-04 19:58:27 main:574] : INFO : Epoch 1619 | loss: 0.0312024 | val_loss: 0.0311951 | Time: 1417.16 ms [2021-12-04 19:58:29 main:574] : INFO : Epoch 1620 | loss: 0.0312021 | val_loss: 0.0312026 | Time: 1413.77 ms [2021-12-04 19:58:30 main:574] : INFO : Epoch 1621 | loss: 0.0312039 | val_loss: 0.0311949 | Time: 1416.43 ms [2021-12-04 19:58:32 main:574] : INFO : Epoch 1622 | loss: 0.0312034 | val_loss: 0.0311965 | Time: 1427.29 ms [2021-12-04 19:58:33 main:574] : INFO : Epoch 1623 | loss: 0.0312033 | val_loss: 0.031194 | Time: 1417.14 ms [2021-12-04 19:58:34 main:574] : INFO : Epoch 1624 | loss: 0.0312017 | val_loss: 0.0311935 | Time: 1412.72 ms [2021-12-04 19:58:36 main:574] : INFO : Epoch 1625 | loss: 0.0312018 | val_loss: 0.0311949 | Time: 1421.36 ms [2021-12-04 19:58:37 main:574] : INFO : Epoch 1626 | loss: 0.0312021 | val_loss: 0.031195 | Time: 1416.9 ms [2021-12-04 19:58:39 main:574] : INFO : Epoch 1627 | loss: 0.0312031 | val_loss: 0.0311962 | Time: 1417.24 ms [2021-12-04 19:58:40 main:574] : INFO : Epoch 1628 | loss: 0.0312015 | val_loss: 0.0311951 | Time: 1417.48 ms [2021-12-04 19:58:41 main:574] : INFO : Epoch 1629 | loss: 0.0312015 | val_loss: 0.031195 | Time: 1424.08 ms [2021-12-04 19:58:43 main:574] : INFO : Epoch 1630 | loss: 0.0312038 | val_loss: 0.0311965 | Time: 1419.14 ms [2021-12-04 19:58:44 main:574] : INFO : Epoch 1631 | loss: 0.0312044 | val_loss: 0.0311951 | Time: 1411.63 ms [2021-12-04 19:58:46 main:574] : INFO : Epoch 1632 | loss: 0.0312017 | val_loss: 0.031194 | Time: 1419.04 ms [2021-12-04 19:58:47 main:574] : INFO : Epoch 1633 | loss: 0.0312013 | val_loss: 0.0311939 | Time: 1418.45 ms [2021-12-04 19:58:49 main:574] : INFO : Epoch 1634 | loss: 0.0312022 | val_loss: 0.0311942 | Time: 1418.86 ms [2021-12-04 19:58:50 main:574] : INFO : Epoch 1635 | loss: 0.0312018 | val_loss: 0.0311948 | Time: 1412.7 ms [2021-12-04 19:58:51 main:574] : INFO : Epoch 1636 | loss: 0.0312026 | val_loss: 0.0311949 | Time: 1434.28 ms [2021-12-04 19:58:53 main:574] : INFO : Epoch 1637 | loss: 0.0312027 | val_loss: 0.0311933 | Time: 1442.03 ms [2021-12-04 19:58:54 main:574] : INFO : Epoch 1638 | loss: 0.031202 | val_loss: 0.031194 | Time: 1417.48 ms [2021-12-04 19:58:56 main:574] : INFO : Epoch 1639 | loss: 0.0312023 | val_loss: 0.0311944 | Time: 1411.16 ms [2021-12-04 19:58:57 main:574] : INFO : Epoch 1640 | loss: 0.0312015 | val_loss: 0.0311941 | Time: 1413.26 ms [2021-12-04 19:58:59 main:574] : INFO : Epoch 1641 | loss: 0.0312028 | val_loss: 0.0311972 | Time: 1423.79 ms [2021-12-04 19:59:00 main:574] : INFO : Epoch 1642 | loss: 0.0312038 | val_loss: 0.0311963 | Time: 1418.11 ms [2021-12-04 19:59:01 main:574] : INFO : Epoch 1643 | loss: 0.0312025 | val_loss: 0.0311997 | Time: 1417.43 ms [2021-12-04 19:59:03 main:574] : INFO : Epoch 1644 | loss: 0.0312035 | val_loss: 0.0311973 | Time: 1420.45 ms [2021-12-04 19:59:04 main:574] : INFO : Epoch 1645 | loss: 0.0312029 | val_loss: 0.0311965 | Time: 1413.84 ms [2021-12-04 19:59:06 main:574] : INFO : Epoch 1646 | loss: 0.0312033 | val_loss: 0.0312002 | Time: 1415.9 ms [2021-12-04 19:59:07 main:574] : INFO : Epoch 1647 | loss: 0.0312047 | val_loss: 0.0311954 | Time: 1410.06 ms [2021-12-04 19:59:09 main:574] : INFO : Epoch 1648 | loss: 0.0312032 | val_loss: 0.0311958 | Time: 1418.26 ms [2021-12-04 19:59:10 main:574] : INFO : Epoch 1649 | loss: 0.0312035 | val_loss: 0.0311981 | Time: 1418.82 ms [2021-12-04 19:59:11 main:574] : INFO : Epoch 1650 | loss: 0.031203 | val_loss: 0.0311945 | Time: 1413.14 ms [2021-12-04 19:59:13 main:574] : INFO : Epoch 1651 | loss: 0.0312027 | val_loss: 0.0311979 | Time: 1419.54 ms [2021-12-04 19:59:14 main:574] : INFO : Epoch 1652 | loss: 0.0312028 | val_loss: 0.0311946 | Time: 1409.4 ms [2021-12-04 19:59:16 main:574] : INFO : Epoch 1653 | loss: 0.0312017 | val_loss: 0.031197 | Time: 1408.81 ms [2021-12-04 19:59:17 main:574] : INFO : Epoch 1654 | loss: 0.0312017 | val_loss: 0.031195 | Time: 1415.29 ms [2021-12-04 19:59:18 main:574] : INFO : Epoch 1655 | loss: 0.0312016 | val_loss: 0.031194 | Time: 1416.97 ms [2021-12-04 19:59:20 main:574] : INFO : Epoch 1656 | loss: 0.031204 | val_loss: 0.0311958 | Time: 1414.66 ms [2021-12-04 19:59:21 main:574] : INFO : Epoch 1657 | loss: 0.0312052 | val_loss: 0.0311949 | Time: 1420.47 ms [2021-12-04 19:59:23 main:574] : INFO : Epoch 1658 | loss: 0.0312023 | val_loss: 0.0311957 | Time: 1413.77 ms [2021-12-04 19:59:24 main:574] : INFO : Epoch 1659 | loss: 0.0312023 | val_loss: 0.0311938 | Time: 1415.96 ms [2021-12-04 19:59:26 main:574] : INFO : Epoch 1660 | loss: 0.0312024 | val_loss: 0.0311958 | Time: 1416.55 ms [2021-12-04 19:59:27 main:574] : INFO : Epoch 1661 | loss: 0.0312019 | val_loss: 0.031197 | Time: 1424.07 ms [2021-12-04 19:59:28 main:574] : INFO : Epoch 1662 | loss: 0.0312025 | val_loss: 0.031196 | Time: 1419.4 ms [2021-12-04 19:59:30 main:574] : INFO : Epoch 1663 | loss: 0.0312026 | val_loss: 0.0311941 | Time: 1418.92 ms [2021-12-04 19:59:31 main:574] : INFO : Epoch 1664 | loss: 0.0312026 | val_loss: 0.0311954 | Time: 1417.32 ms [2021-12-04 19:59:33 main:574] : INFO : Epoch 1665 | loss: 0.0312036 | val_loss: 0.0311961 | Time: 1424.25 ms [2021-12-04 19:59:34 main:574] : INFO : Epoch 1666 | loss: 0.0312043 | val_loss: 0.031202 | Time: 1417.96 ms [2021-12-04 19:59:36 main:574] : INFO : Epoch 1667 | loss: 0.0312038 | val_loss: 0.0311986 | Time: 1428.86 ms [2021-12-04 19:59:37 main:574] : INFO : Epoch 1668 | loss: 0.0312037 | val_loss: 0.0311947 | Time: 1416.77 ms [2021-12-04 19:59:38 main:574] : INFO : Epoch 1669 | loss: 0.0312032 | val_loss: 0.0311955 | Time: 1418.72 ms [2021-12-04 19:59:40 main:574] : INFO : Epoch 1670 | loss: 0.0312045 | val_loss: 0.0311945 | Time: 1429.83 ms [2021-12-04 19:59:41 main:574] : INFO : Epoch 1671 | loss: 0.0312022 | val_loss: 0.0311945 | Time: 1420.77 ms [2021-12-04 19:59:43 main:574] : INFO : Epoch 1672 | loss: 0.0312022 | val_loss: 0.0311937 | Time: 1425.17 ms [2021-12-04 19:59:44 main:574] : INFO : Epoch 1673 | loss: 0.0312021 | val_loss: 0.0311943 | Time: 1419.2 ms [2021-12-04 19:59:46 main:574] : INFO : Epoch 1674 | loss: 0.0312049 | val_loss: 0.0311984 | Time: 1426.35 ms [2021-12-04 19:59:47 main:574] : INFO : Epoch 1675 | loss: 0.0312041 | val_loss: 0.0311963 | Time: 1435.64 ms [2021-12-04 19:59:48 main:574] : INFO : Epoch 1676 | loss: 0.0312045 | val_loss: 0.0311937 | Time: 1421.66 ms [2021-12-04 19:59:50 main:574] : INFO : Epoch 1677 | loss: 0.0312023 | val_loss: 0.0311983 | Time: 1419.59 ms [2021-12-04 19:59:51 main:574] : INFO : Epoch 1678 | loss: 0.031203 | val_loss: 0.0311948 | Time: 1413.96 ms [2021-12-04 19:59:53 main:574] : INFO : Epoch 1679 | loss: 0.0312019 | val_loss: 0.0312019 | Time: 1406.46 ms [2021-12-04 19:59:54 main:574] : INFO : Epoch 1680 | loss: 0.0312031 | val_loss: 0.0311938 | Time: 1415.21 ms [2021-12-04 19:59:55 main:574] : INFO : Epoch 1681 | loss: 0.0312039 | val_loss: 0.0311989 | Time: 1413.99 ms [2021-12-04 19:59:57 main:574] : INFO : Epoch 1682 | loss: 0.0312034 | val_loss: 0.0311935 | Time: 1420 ms [2021-12-04 19:59:58 main:574] : INFO : Epoch 1683 | loss: 0.0312038 | val_loss: 0.0312031 | Time: 1419.67 ms [2021-12-04 20:00:00 main:574] : INFO : Epoch 1684 | loss: 0.0312052 | val_loss: 0.0311944 | Time: 1420.74 ms [2021-12-04 20:00:01 main:574] : INFO : Epoch 1685 | loss: 0.0312065 | val_loss: 0.0311985 | Time: 1416.59 ms [2021-12-04 20:00:03 main:574] : INFO : Epoch 1686 | loss: 0.0312021 | val_loss: 0.0311938 | Time: 1418.4 ms [2021-12-04 20:00:04 main:574] : INFO : Epoch 1687 | loss: 0.0312035 | val_loss: 0.0312004 | Time: 1413.48 ms [2021-12-04 20:00:05 main:574] : INFO : Epoch 1688 | loss: 0.0312032 | val_loss: 0.0311977 | Time: 1416.85 ms [2021-12-04 20:00:07 main:574] : INFO : Epoch 1689 | loss: 0.0312039 | val_loss: 0.0311965 | Time: 1418.14 ms [2021-12-04 20:00:08 main:574] : INFO : Epoch 1690 | loss: 0.0312024 | val_loss: 0.0311947 | Time: 1416.75 ms [2021-12-04 20:00:10 main:574] : INFO : Epoch 1691 | loss: 0.0312038 | val_loss: 0.0311972 | Time: 1416.08 ms [2021-12-04 20:00:11 main:574] : INFO : Epoch 1692 | loss: 0.0312028 | val_loss: 0.0311944 | Time: 1414.86 ms [2021-12-04 20:00:13 main:574] : INFO : Epoch 1693 | loss: 0.0312017 | val_loss: 0.0311939 | Time: 1412.6 ms [2021-12-04 20:00:14 main:574] : INFO : Epoch 1694 | loss: 0.0312019 | val_loss: 0.0311974 | Time: 1417.36 ms [2021-12-04 20:00:15 main:574] : INFO : Epoch 1695 | loss: 0.0312032 | val_loss: 0.031194 | Time: 1418.53 ms [2021-12-04 20:00:17 main:574] : INFO : Epoch 1696 | loss: 0.0312014 | val_loss: 0.0311952 | Time: 1410.91 ms [2021-12-04 20:00:18 main:574] : INFO : Epoch 1697 | loss: 0.0312031 | val_loss: 0.0311956 | Time: 1411.95 ms [2021-12-04 20:00:20 main:574] : INFO : Epoch 1698 | loss: 0.031203 | val_loss: 0.0312002 | Time: 1416.05 ms [2021-12-04 20:00:21 main:574] : INFO : Epoch 1699 | loss: 0.0312032 | val_loss: 0.0311943 | Time: 1408.5 ms [2021-12-04 20:00:22 main:574] : INFO : Epoch 1700 | loss: 0.0312023 | val_loss: 0.0311961 | Time: 1412.64 ms [2021-12-04 20:00:24 main:574] : INFO : Epoch 1701 | loss: 0.0312024 | val_loss: 0.031194 | Time: 1408.85 ms [2021-12-04 20:00:25 main:574] : INFO : Epoch 1702 | loss: 0.0312019 | val_loss: 0.0311939 | Time: 1411.9 ms [2021-12-04 20:00:27 main:574] : INFO : Epoch 1703 | loss: 0.0312017 | val_loss: 0.0311946 | Time: 1412.79 ms [2021-12-04 20:00:28 main:574] : INFO : Epoch 1704 | loss: 0.0312027 | val_loss: 0.0311953 | Time: 1416.45 ms [2021-12-04 20:00:30 main:574] : INFO : Epoch 1705 | loss: 0.0312013 | val_loss: 0.0311957 | Time: 1406.89 ms [2021-12-04 20:00:31 main:574] : INFO : Epoch 1706 | loss: 0.0312017 | val_loss: 0.0311937 | Time: 1410.48 ms [2021-12-04 20:00:32 main:574] : INFO : Epoch 1707 | loss: 0.0312015 | val_loss: 0.0311945 | Time: 1413.29 ms [2021-12-04 20:00:34 main:574] : INFO : Epoch 1708 | loss: 0.0312013 | val_loss: 0.0311944 | Time: 1419.81 ms [2021-12-04 20:00:35 main:574] : INFO : Epoch 1709 | loss: 0.0312045 | val_loss: 0.0311972 | Time: 1415.44 ms [2021-12-04 20:00:37 main:574] : INFO : Epoch 1710 | loss: 0.0312021 | val_loss: 0.0311942 | Time: 1419.3 ms [2021-12-04 20:00:38 main:574] : INFO : Epoch 1711 | loss: 0.0312015 | val_loss: 0.0311934 | Time: 1415.27 ms [2021-12-04 20:00:39 main:574] : INFO : Epoch 1712 | loss: 0.0312032 | val_loss: 0.0312028 | Time: 1407.9 ms [2021-12-04 20:00:41 main:574] : INFO : Epoch 1713 | loss: 0.0312064 | val_loss: 0.0311974 | Time: 1414.44 ms [2021-12-04 20:00:42 main:574] : INFO : Epoch 1714 | loss: 0.0312029 | val_loss: 0.0311941 | Time: 1418.83 ms [2021-12-04 20:00:44 main:574] : INFO : Epoch 1715 | loss: 0.0312028 | val_loss: 0.0311999 | Time: 1419.64 ms [2021-12-04 20:00:45 main:574] : INFO : Epoch 1716 | loss: 0.0312029 | val_loss: 0.0311945 | Time: 1415.38 ms [2021-12-04 20:00:47 main:574] : INFO : Epoch 1717 | loss: 0.0312014 | val_loss: 0.0311941 | Time: 1417.38 ms [2021-12-04 20:00:48 main:574] : INFO : Epoch 1718 | loss: 0.0312043 | val_loss: 0.0311996 | Time: 1417.24 ms [2021-12-04 20:00:49 main:574] : INFO : Epoch 1719 | loss: 0.0312031 | val_loss: 0.0311948 | Time: 1409.98 ms [2021-12-04 20:00:51 main:574] : INFO : Epoch 1720 | loss: 0.0312031 | val_loss: 0.0311975 | Time: 1414.7 ms [2021-12-04 20:00:52 main:574] : INFO : Epoch 1721 | loss: 0.0312048 | val_loss: 0.0311976 | Time: 1415.87 ms [2021-12-04 20:00:54 main:574] : INFO : Epoch 1722 | loss: 0.0312044 | val_loss: 0.0311943 | Time: 1416.62 ms [2021-12-04 20:00:55 main:574] : INFO : Epoch 1723 | loss: 0.0312043 | val_loss: 0.0311975 | Time: 1412.86 ms [2021-12-04 20:00:57 main:574] : INFO : Epoch 1724 | loss: 0.0312038 | val_loss: 0.0311943 | Time: 1418.93 ms [2021-12-04 20:00:58 main:574] : INFO : Epoch 1725 | loss: 0.0312014 | val_loss: 0.0311945 | Time: 1414.55 ms [2021-12-04 20:00:59 main:574] : INFO : Epoch 1726 | loss: 0.031202 | val_loss: 0.0311956 | Time: 1420.28 ms [2021-12-04 20:01:01 main:574] : INFO : Epoch 1727 | loss: 0.0312019 | val_loss: 0.0311957 | Time: 1422.44 ms [2021-12-04 20:01:02 main:574] : INFO : Epoch 1728 | loss: 0.0312014 | val_loss: 0.0311935 | Time: 1411.8 ms [2021-12-04 20:01:04 main:574] : INFO : Epoch 1729 | loss: 0.031202 | val_loss: 0.0311959 | Time: 1420.23 ms [2021-12-04 20:01:05 main:574] : INFO : Epoch 1730 | loss: 0.0312022 | val_loss: 0.0312008 | Time: 1412.68 ms [2021-12-04 20:01:06 main:574] : INFO : Epoch 1731 | loss: 0.0312048 | val_loss: 0.0312017 | Time: 1418.2 ms [2021-12-04 20:01:08 main:574] : INFO : Epoch 1732 | loss: 0.031205 | val_loss: 0.0311949 | Time: 1411.61 ms [2021-12-04 20:01:09 main:574] : INFO : Epoch 1733 | loss: 0.0312052 | val_loss: 0.0311959 | Time: 1416.15 ms [2021-12-04 20:01:11 main:574] : INFO : Epoch 1734 | loss: 0.0312057 | val_loss: 0.0312029 | Time: 1405.6 ms [2021-12-04 20:01:12 main:574] : INFO : Epoch 1735 | loss: 0.0312031 | val_loss: 0.0311958 | Time: 1413.72 ms [2021-12-04 20:01:14 main:574] : INFO : Epoch 1736 | loss: 0.0312032 | val_loss: 0.0311947 | Time: 1419.91 ms [2021-12-04 20:01:15 main:574] : INFO : Epoch 1737 | loss: 0.0312022 | val_loss: 0.0311944 | Time: 1410.52 ms [2021-12-04 20:01:16 main:574] : INFO : Epoch 1738 | loss: 0.031202 | val_loss: 0.0311941 | Time: 1414.87 ms [2021-12-04 20:01:18 main:574] : INFO : Epoch 1739 | loss: 0.0312068 | val_loss: 0.0312026 | Time: 1413.88 ms [2021-12-04 20:01:19 main:574] : INFO : Epoch 1740 | loss: 0.0312029 | val_loss: 0.0311941 | Time: 1409.01 ms [2021-12-04 20:01:21 main:574] : INFO : Epoch 1741 | loss: 0.0312028 | val_loss: 0.031195 | Time: 1413.38 ms [2021-12-04 20:01:22 main:574] : INFO : Epoch 1742 | loss: 0.0312021 | val_loss: 0.0311954 | Time: 1419.53 ms [2021-12-04 20:01:23 main:574] : INFO : Epoch 1743 | loss: 0.0312046 | val_loss: 0.0312036 | Time: 1412.72 ms [2021-12-04 20:01:25 main:574] : INFO : Epoch 1744 | loss: 0.0312045 | val_loss: 0.0311938 | Time: 1407.69 ms [2021-12-04 20:01:26 main:574] : INFO : Epoch 1745 | loss: 0.0312023 | val_loss: 0.0311956 | Time: 1412.47 ms [2021-12-04 20:01:28 main:574] : INFO : Epoch 1746 | loss: 0.0312023 | val_loss: 0.0311941 | Time: 1413.21 ms [2021-12-04 20:01:29 main:574] : INFO : Epoch 1747 | loss: 0.0312009 | val_loss: 0.0311938 | Time: 1411.45 ms [2021-12-04 20:01:31 main:574] : INFO : Epoch 1748 | loss: 0.031202 | val_loss: 0.0311942 | Time: 1415.93 ms [2021-12-04 20:01:32 main:574] : INFO : Epoch 1749 | loss: 0.0312019 | val_loss: 0.0311975 | Time: 1419.09 ms [2021-12-04 20:01:33 main:574] : INFO : Epoch 1750 | loss: 0.0312018 | val_loss: 0.0311946 | Time: 1411.28 ms [2021-12-04 20:01:35 main:574] : INFO : Epoch 1751 | loss: 0.0312021 | val_loss: 0.0311937 | Time: 1414.49 ms [2021-12-04 20:01:36 main:574] : INFO : Epoch 1752 | loss: 0.0312043 | val_loss: 0.0311944 | Time: 1413.85 ms [2021-12-04 20:01:38 main:574] : INFO : Epoch 1753 | loss: 0.0312022 | val_loss: 0.0311939 | Time: 1409.57 ms [2021-12-04 20:01:39 main:574] : INFO : Epoch 1754 | loss: 0.0312019 | val_loss: 0.0311975 | Time: 1410.53 ms [2021-12-04 20:01:40 main:574] : INFO : Epoch 1755 | loss: 0.0312034 | val_loss: 0.0311941 | Time: 1412.73 ms [2021-12-04 20:01:42 main:574] : INFO : Epoch 1756 | loss: 0.0312015 | val_loss: 0.0311933 | Time: 1412.14 ms [2021-12-04 20:01:43 main:574] : INFO : Epoch 1757 | loss: 0.0312017 | val_loss: 0.0311945 | Time: 1414.24 ms [2021-12-04 20:01:45 main:574] : INFO : Epoch 1758 | loss: 0.0312011 | val_loss: 0.0311953 | Time: 1418.42 ms [2021-12-04 20:01:46 main:574] : INFO : Epoch 1759 | loss: 0.0312021 | val_loss: 0.0312063 | Time: 1416.18 ms [2021-12-04 20:01:48 main:574] : INFO : Epoch 1760 | loss: 0.0312061 | val_loss: 0.0311951 | Time: 1410.27 ms [2021-12-04 20:01:49 main:574] : INFO : Epoch 1761 | loss: 0.0312019 | val_loss: 0.0312006 | Time: 1413.05 ms [2021-12-04 20:01:50 main:574] : INFO : Epoch 1762 | loss: 0.0312053 | val_loss: 0.0311953 | Time: 1414.52 ms [2021-12-04 20:01:52 main:574] : INFO : Epoch 1763 | loss: 0.0312024 | val_loss: 0.0311941 | Time: 1416.74 ms [2021-12-04 20:01:53 main:574] : INFO : Epoch 1764 | loss: 0.0312042 | val_loss: 0.0311937 | Time: 1411.07 ms [2021-12-04 20:01:55 main:574] : INFO : Epoch 1765 | loss: 0.0312022 | val_loss: 0.031195 | Time: 1413.69 ms [2021-12-04 20:01:56 main:574] : INFO : Epoch 1766 | loss: 0.0312012 | val_loss: 0.0311945 | Time: 1412.9 ms [2021-12-04 20:01:57 main:574] : INFO : Epoch 1767 | loss: 0.0312012 | val_loss: 0.0311938 | Time: 1412.74 ms [2021-12-04 20:01:59 main:574] : INFO : Epoch 1768 | loss: 0.0312017 | val_loss: 0.0311937 | Time: 1409.25 ms [2021-12-04 20:02:00 main:574] : INFO : Epoch 1769 | loss: 0.0312066 | val_loss: 0.031202 | Time: 1410.65 ms [2021-12-04 20:02:02 main:574] : INFO : Epoch 1770 | loss: 0.0312058 | val_loss: 0.0312063 | Time: 1416.37 ms [2021-12-04 20:02:03 main:574] : INFO : Epoch 1771 | loss: 0.0312058 | val_loss: 0.0311939 | Time: 1413.46 ms [2021-12-04 20:02:05 main:574] : INFO : Epoch 1772 | loss: 0.0312021 | val_loss: 0.031195 | Time: 1414.8 ms [2021-12-04 20:02:06 main:574] : INFO : Epoch 1773 | loss: 0.0312038 | val_loss: 0.0311952 | Time: 1420.66 ms [2021-12-04 20:02:07 main:574] : INFO : Epoch 1774 | loss: 0.031203 | val_loss: 0.0311948 | Time: 1420.1 ms [2021-12-04 20:02:09 main:574] : INFO : Epoch 1775 | loss: 0.0312026 | val_loss: 0.0311937 | Time: 1426.99 ms [2021-12-04 20:02:10 main:574] : INFO : Epoch 1776 | loss: 0.0312019 | val_loss: 0.0311962 | Time: 1419.23 ms [2021-12-04 20:02:12 main:574] : INFO : Epoch 1777 | loss: 0.0312029 | val_loss: 0.0311934 | Time: 1420.3 ms [2021-12-04 20:02:13 main:574] : INFO : Epoch 1778 | loss: 0.0312042 | val_loss: 0.0311952 | Time: 1427.12 ms [2021-12-04 20:02:15 main:574] : INFO : Epoch 1779 | loss: 0.0312029 | val_loss: 0.0311934 | Time: 1417.87 ms [2021-12-04 20:02:16 main:574] : INFO : Epoch 1780 | loss: 0.0312025 | val_loss: 0.0312035 | Time: 1417.96 ms [2021-12-04 20:02:17 main:574] : INFO : Epoch 1781 | loss: 0.0312039 | val_loss: 0.0311947 | Time: 1409.44 ms [2021-12-04 20:02:19 main:574] : INFO : Epoch 1782 | loss: 0.0312021 | val_loss: 0.0311979 | Time: 1419.03 ms [2021-12-04 20:02:20 main:574] : INFO : Epoch 1783 | loss: 0.031202 | val_loss: 0.0311939 | Time: 1410.65 ms [2021-12-04 20:02:22 main:574] : INFO : Epoch 1784 | loss: 0.0312021 | val_loss: 0.0311953 | Time: 1412.54 ms [2021-12-04 20:02:23 main:574] : INFO : Epoch 1785 | loss: 0.0312017 | val_loss: 0.0311994 | Time: 1406.34 ms [2021-12-04 20:02:24 main:574] : INFO : Epoch 1786 | loss: 0.0312039 | val_loss: 0.031195 | Time: 1415.38 ms [2021-12-04 20:02:26 main:574] : INFO : Epoch 1787 | loss: 0.0312029 | val_loss: 0.0311944 | Time: 1415 ms [2021-12-04 20:02:27 main:574] : INFO : Epoch 1788 | loss: 0.0312023 | val_loss: 0.0312013 | Time: 1410.32 ms [2021-12-04 20:02:29 main:574] : INFO : Epoch 1789 | loss: 0.0312047 | val_loss: 0.0311945 | Time: 1416.82 ms [2021-12-04 20:02:30 main:574] : INFO : Epoch 1790 | loss: 0.0312024 | val_loss: 0.0311946 | Time: 1410.36 ms [2021-12-04 20:02:32 main:574] : INFO : Epoch 1791 | loss: 0.0312024 | val_loss: 0.0311968 | Time: 1414.83 ms [2021-12-04 20:02:33 main:574] : INFO : Epoch 1792 | loss: 0.0312018 | val_loss: 0.0311958 | Time: 1421.54 ms [2021-12-04 20:02:34 main:574] : INFO : Epoch 1793 | loss: 0.0312043 | val_loss: 0.0311957 | Time: 1421.79 ms [2021-12-04 20:02:36 main:574] : INFO : Epoch 1794 | loss: 0.0312021 | val_loss: 0.0311941 | Time: 1408.16 ms [2021-12-04 20:02:37 main:574] : INFO : Epoch 1795 | loss: 0.0312017 | val_loss: 0.0311992 | Time: 1412.38 ms [2021-12-04 20:02:39 main:574] : INFO : Epoch 1796 | loss: 0.0312036 | val_loss: 0.0311959 | Time: 1420.63 ms [2021-12-04 20:02:40 main:574] : INFO : Epoch 1797 | loss: 0.0312021 | val_loss: 0.0311934 | Time: 1416.39 ms [2021-12-04 20:02:42 main:574] : INFO : Epoch 1798 | loss: 0.0312034 | val_loss: 0.0311945 | Time: 1421.95 ms [2021-12-04 20:02:43 main:574] : INFO : Epoch 1799 | loss: 0.0312021 | val_loss: 0.0311956 | Time: 1412.32 ms [2021-12-04 20:02:44 main:574] : INFO : Epoch 1800 | loss: 0.0312015 | val_loss: 0.0311937 | Time: 1419.67 ms [2021-12-04 20:02:46 main:574] : INFO : Epoch 1801 | loss: 0.0312014 | val_loss: 0.0311943 | Time: 1408.11 ms [2021-12-04 20:02:47 main:574] : INFO : Epoch 1802 | loss: 0.0312024 | val_loss: 0.0311936 | Time: 1414.71 ms [2021-12-04 20:02:49 main:574] : INFO : Epoch 1803 | loss: 0.0312029 | val_loss: 0.0311937 | Time: 1418.15 ms [2021-12-04 20:02:50 main:574] : INFO : Epoch 1804 | loss: 0.0312012 | val_loss: 0.0311955 | Time: 1413.35 ms [2021-12-04 20:02:51 main:574] : INFO : Epoch 1805 | loss: 0.0312026 | val_loss: 0.0311936 | Time: 1420.37 ms [2021-12-04 20:02:53 main:574] : INFO : Epoch 1806 | loss: 0.0312025 | val_loss: 0.0311986 | Time: 1414.07 ms [2021-12-04 20:02:54 main:574] : INFO : Epoch 1807 | loss: 0.0312035 | val_loss: 0.0311997 | Time: 1412.46 ms [2021-12-04 20:02:56 main:574] : INFO : Epoch 1808 | loss: 0.0312016 | val_loss: 0.0311941 | Time: 1414.79 ms [2021-12-04 20:02:57 main:574] : INFO : Epoch 1809 | loss: 0.0312018 | val_loss: 0.0311932 | Time: 1415 ms [2021-12-04 20:02:59 main:574] : INFO : Epoch 1810 | loss: 0.0312009 | val_loss: 0.0311934 | Time: 1411.25 ms [2021-12-04 20:03:00 main:574] : INFO : Epoch 1811 | loss: 0.0312015 | val_loss: 0.0311935 | Time: 1416.81 ms [2021-12-04 20:03:01 main:574] : INFO : Epoch 1812 | loss: 0.0312013 | val_loss: 0.0311937 | Time: 1415.23 ms [2021-12-04 20:03:03 main:574] : INFO : Epoch 1813 | loss: 0.0312008 | val_loss: 0.0311935 | Time: 1415.76 ms [2021-12-04 20:03:04 main:574] : INFO : Epoch 1814 | loss: 0.0312024 | val_loss: 0.0311974 | Time: 1423.56 ms [2021-12-04 20:03:06 main:574] : INFO : Epoch 1815 | loss: 0.0312016 | val_loss: 0.0311969 | Time: 1419.42 ms [2021-12-04 20:03:07 main:574] : INFO : Epoch 1816 | loss: 0.0312038 | val_loss: 0.0311939 | Time: 1417.57 ms [2021-12-04 20:03:09 main:574] : INFO : Epoch 1817 | loss: 0.0312057 | val_loss: 0.0311947 | Time: 1417.09 ms [2021-12-04 20:03:10 main:574] : INFO : Epoch 1818 | loss: 0.0312047 | val_loss: 0.031194 | Time: 1423.4 ms [2021-12-04 20:03:11 main:574] : INFO : Epoch 1819 | loss: 0.0312046 | val_loss: 0.0311993 | Time: 1416.72 ms [2021-12-04 20:03:13 main:574] : INFO : Epoch 1820 | loss: 0.0312055 | val_loss: 0.0312062 | Time: 1412.09 ms [2021-12-04 20:03:14 main:574] : INFO : Epoch 1821 | loss: 0.0312047 | val_loss: 0.0311959 | Time: 1410.51 ms [2021-12-04 20:03:16 main:574] : INFO : Epoch 1822 | loss: 0.0312035 | val_loss: 0.0311971 | Time: 1414.24 ms [2021-12-04 20:03:17 main:574] : INFO : Epoch 1823 | loss: 0.031202 | val_loss: 0.0311952 | Time: 1425.48 ms [2021-12-04 20:03:18 main:574] : INFO : Epoch 1824 | loss: 0.0312032 | val_loss: 0.0311951 | Time: 1425.7 ms [2021-12-04 20:03:20 main:574] : INFO : Epoch 1825 | loss: 0.0312014 | val_loss: 0.0311934 | Time: 1414.59 ms [2021-12-04 20:03:21 main:574] : INFO : Epoch 1826 | loss: 0.0312045 | val_loss: 0.0312009 | Time: 1420.83 ms [2021-12-04 20:03:23 main:574] : INFO : Epoch 1827 | loss: 0.031205 | val_loss: 0.0311945 | Time: 1415.59 ms [2021-12-04 20:03:24 main:574] : INFO : Epoch 1828 | loss: 0.0312023 | val_loss: 0.031195 | Time: 1415.57 ms [2021-12-04 20:03:26 main:574] : INFO : Epoch 1829 | loss: 0.0312012 | val_loss: 0.0311938 | Time: 1413.45 ms [2021-12-04 20:03:27 main:574] : INFO : Epoch 1830 | loss: 0.0312028 | val_loss: 0.0311984 | Time: 1418.69 ms [2021-12-04 20:03:28 main:574] : INFO : Epoch 1831 | loss: 0.0312023 | val_loss: 0.0311935 | Time: 1418.36 ms [2021-12-04 20:03:30 main:574] : INFO : Epoch 1832 | loss: 0.0312019 | val_loss: 0.0311967 | Time: 1411.81 ms [2021-12-04 20:03:31 main:574] : INFO : Epoch 1833 | loss: 0.0312028 | val_loss: 0.0311988 | Time: 1415.58 ms [2021-12-04 20:03:33 main:574] : INFO : Epoch 1834 | loss: 0.0312043 | val_loss: 0.0311957 | Time: 1414.6 ms [2021-12-04 20:03:34 main:574] : INFO : Epoch 1835 | loss: 0.0312055 | val_loss: 0.031194 | Time: 1417.88 ms [2021-12-04 20:03:36 main:574] : INFO : Epoch 1836 | loss: 0.0312014 | val_loss: 0.0311964 | Time: 1417.65 ms [2021-12-04 20:03:37 main:574] : INFO : Epoch 1837 | loss: 0.0312018 | val_loss: 0.0311958 | Time: 1413.69 ms [2021-12-04 20:03:38 main:574] : INFO : Epoch 1838 | loss: 0.0312029 | val_loss: 0.0311957 | Time: 1413.84 ms [2021-12-04 20:03:40 main:574] : INFO : Epoch 1839 | loss: 0.0312014 | val_loss: 0.0311937 | Time: 1413.22 ms [2021-12-04 20:03:41 main:574] : INFO : Epoch 1840 | loss: 0.031201 | val_loss: 0.0311961 | Time: 1409.3 ms [2021-12-04 20:03:43 main:574] : INFO : Epoch 1841 | loss: 0.031203 | val_loss: 0.0311942 | Time: 1417.3 ms [2021-12-04 20:03:44 main:574] : INFO : Epoch 1842 | loss: 0.0312029 | val_loss: 0.0311948 | Time: 1412.51 ms [2021-12-04 20:03:45 main:574] : INFO : Epoch 1843 | loss: 0.0312016 | val_loss: 0.0311939 | Time: 1417.88 ms [2021-12-04 20:03:47 main:574] : INFO : Epoch 1844 | loss: 0.0312012 | val_loss: 0.0311937 | Time: 1416.16 ms [2021-12-04 20:03:48 main:574] : INFO : Epoch 1845 | loss: 0.0312018 | val_loss: 0.0311941 | Time: 1411.66 ms [2021-12-04 20:03:50 main:574] : INFO : Epoch 1846 | loss: 0.0312038 | val_loss: 0.0311945 | Time: 1407.3 ms [2021-12-04 20:03:51 main:574] : INFO : Epoch 1847 | loss: 0.0312018 | val_loss: 0.031195 | Time: 1415.82 ms [2021-12-04 20:03:53 main:574] : INFO : Epoch 1848 | loss: 0.0312028 | val_loss: 0.0311975 | Time: 1413.68 ms [2021-12-04 20:03:54 main:574] : INFO : Epoch 1849 | loss: 0.0312019 | val_loss: 0.0311933 | Time: 1414.36 ms [2021-12-04 20:03:55 main:574] : INFO : Epoch 1850 | loss: 0.0312017 | val_loss: 0.0311935 | Time: 1416.03 ms [2021-12-04 20:03:57 main:574] : INFO : Epoch 1851 | loss: 0.0312013 | val_loss: 0.0311932 | Time: 1419.52 ms [2021-12-04 20:03:58 main:574] : INFO : Epoch 1852 | loss: 0.0312004 | val_loss: 0.0311957 | Time: 1429.19 ms [2021-12-04 20:04:00 main:574] : INFO : Epoch 1853 | loss: 0.0312019 | val_loss: 0.0311931 | Time: 1418.64 ms [2021-12-04 20:04:01 main:574] : INFO : Epoch 1854 | loss: 0.0312015 | val_loss: 0.0311963 | Time: 1413.77 ms [2021-12-04 20:04:02 main:574] : INFO : Epoch 1855 | loss: 0.0312014 | val_loss: 0.0311941 | Time: 1414.04 ms [2021-12-04 20:04:04 main:574] : INFO : Epoch 1856 | loss: 0.0312018 | val_loss: 0.0311969 | Time: 1414.93 ms [2021-12-04 20:04:05 main:574] : INFO : Epoch 1857 | loss: 0.0312015 | val_loss: 0.0311992 | Time: 1422.42 ms [2021-12-04 20:04:07 main:574] : INFO : Epoch 1858 | loss: 0.0312075 | val_loss: 0.031196 | Time: 1418.51 ms [2021-12-04 20:04:08 main:574] : INFO : Epoch 1859 | loss: 0.0312075 | val_loss: 0.0311998 | Time: 1414.34 ms [2021-12-04 20:04:10 main:574] : INFO : Epoch 1860 | loss: 0.0312021 | val_loss: 0.0311966 | Time: 1416.57 ms [2021-12-04 20:04:11 main:574] : INFO : Epoch 1861 | loss: 0.0312026 | val_loss: 0.0311965 | Time: 1427.69 ms [2021-12-04 20:04:12 main:574] : INFO : Epoch 1862 | loss: 0.0312024 | val_loss: 0.0311977 | Time: 1422.52 ms [2021-12-04 20:04:14 main:574] : INFO : Epoch 1863 | loss: 0.0312022 | val_loss: 0.0311965 | Time: 1417.47 ms [2021-12-04 20:04:15 main:574] : INFO : Epoch 1864 | loss: 0.0312031 | val_loss: 0.0311963 | Time: 1413.55 ms [2021-12-04 20:04:17 main:574] : INFO : Epoch 1865 | loss: 0.0312043 | val_loss: 0.0311957 | Time: 1420.44 ms [2021-12-04 20:04:18 main:574] : INFO : Epoch 1866 | loss: 0.0312025 | val_loss: 0.0311938 | Time: 1417.75 ms [2021-12-04 20:04:20 main:574] : INFO : Epoch 1867 | loss: 0.0312014 | val_loss: 0.0311942 | Time: 1419.02 ms [2021-12-04 20:04:21 main:574] : INFO : Epoch 1868 | loss: 0.0312017 | val_loss: 0.0311956 | Time: 1421.88 ms [2021-12-04 20:04:22 main:574] : INFO : Epoch 1869 | loss: 0.0312012 | val_loss: 0.0311949 | Time: 1424.35 ms [2021-12-04 20:04:24 main:574] : INFO : Epoch 1870 | loss: 0.031202 | val_loss: 0.0311946 | Time: 1417.31 ms [2021-12-04 20:04:25 main:574] : INFO : Epoch 1871 | loss: 0.0312015 | val_loss: 0.0311971 | Time: 1420.79 ms [2021-12-04 20:04:27 main:574] : INFO : Epoch 1872 | loss: 0.0312018 | val_loss: 0.0311943 | Time: 1420.88 ms [2021-12-04 20:04:28 main:574] : INFO : Epoch 1873 | loss: 0.0312009 | val_loss: 0.0311977 | Time: 1418.81 ms [2021-12-04 20:04:30 main:574] : INFO : Epoch 1874 | loss: 0.0312023 | val_loss: 0.0311944 | Time: 1428.08 ms [2021-12-04 20:04:31 main:574] : INFO : Epoch 1875 | loss: 0.031203 | val_loss: 0.0311942 | Time: 1417.82 ms [2021-12-04 20:04:32 main:574] : INFO : Epoch 1876 | loss: 0.0312014 | val_loss: 0.0311944 | Time: 1419.65 ms [2021-12-04 20:04:34 main:574] : INFO : Epoch 1877 | loss: 0.0312011 | val_loss: 0.0311949 | Time: 1416.89 ms [2021-12-04 20:04:35 main:574] : INFO : Epoch 1878 | loss: 0.0312011 | val_loss: 0.0311976 | Time: 1420.9 ms [2021-12-04 20:04:37 main:574] : INFO : Epoch 1879 | loss: 0.0312022 | val_loss: 0.0311976 | Time: 1413.26 ms [2021-12-04 20:04:38 main:574] : INFO : Epoch 1880 | loss: 0.0312031 | val_loss: 0.0312029 | Time: 1416.64 ms [2021-12-04 20:04:40 main:574] : INFO : Epoch 1881 | loss: 0.0312063 | val_loss: 0.0311941 | Time: 1421.39 ms [2021-12-04 20:04:41 main:574] : INFO : Epoch 1882 | loss: 0.0312055 | val_loss: 0.0311967 | Time: 1411.93 ms [2021-12-04 20:04:42 main:574] : INFO : Epoch 1883 | loss: 0.0312049 | val_loss: 0.0311959 | Time: 1413.4 ms [2021-12-04 20:04:44 main:574] : INFO : Epoch 1884 | loss: 0.0312014 | val_loss: 0.0311942 | Time: 1417.54 ms [2021-12-04 20:04:45 main:574] : INFO : Epoch 1885 | loss: 0.0312013 | val_loss: 0.0311947 | Time: 1417.15 ms [2021-12-04 20:04:47 main:574] : INFO : Epoch 1886 | loss: 0.0312019 | val_loss: 0.0311956 | Time: 1418.53 ms [2021-12-04 20:04:48 main:574] : INFO : Epoch 1887 | loss: 0.0312021 | val_loss: 0.0311961 | Time: 1414.07 ms [2021-12-04 20:04:49 main:574] : INFO : Epoch 1888 | loss: 0.0312048 | val_loss: 0.031199 | Time: 1412.71 ms [2021-12-04 20:04:51 main:574] : INFO : Epoch 1889 | loss: 0.0312021 | val_loss: 0.031194 | Time: 1416 ms [2021-12-04 20:04:52 main:574] : INFO : Epoch 1890 | loss: 0.0312014 | val_loss: 0.0311939 | Time: 1487.21 ms [2021-12-04 20:04:54 main:574] : INFO : Epoch 1891 | loss: 0.0312025 | val_loss: 0.0311936 | Time: 1418.71 ms [2021-12-04 20:04:55 main:574] : INFO : Epoch 1892 | loss: 0.0312025 | val_loss: 0.0311944 | Time: 1417.43 ms [2021-12-04 20:04:57 main:574] : INFO : Epoch 1893 | loss: 0.0312015 | val_loss: 0.0311944 | Time: 1420.47 ms [2021-12-04 20:04:58 main:574] : INFO : Epoch 1894 | loss: 0.031201 | val_loss: 0.031195 | Time: 1418.26 ms [2021-12-04 20:04:59 main:574] : INFO : Epoch 1895 | loss: 0.0312041 | val_loss: 0.0311966 | Time: 1421.98 ms [2021-12-04 20:05:01 main:574] : INFO : Epoch 1896 | loss: 0.0312019 | val_loss: 0.0311943 | Time: 1417.53 ms [2021-12-04 20:05:02 main:574] : INFO : Epoch 1897 | loss: 0.031201 | val_loss: 0.0311938 | Time: 1424.17 ms [2021-12-04 20:05:04 main:574] : INFO : Epoch 1898 | loss: 0.031201 | val_loss: 0.031194 | Time: 1417.85 ms [2021-12-04 20:05:05 main:574] : INFO : Epoch 1899 | loss: 0.0312022 | val_loss: 0.031194 | Time: 1424.85 ms [2021-12-04 20:05:07 main:574] : INFO : Epoch 1900 | loss: 0.0312018 | val_loss: 0.0311962 | Time: 1419.01 ms [2021-12-04 20:05:08 main:574] : INFO : Epoch 1901 | loss: 0.0312026 | val_loss: 0.0311945 | Time: 1413.03 ms [2021-12-04 20:05:09 main:574] : INFO : Epoch 1902 | loss: 0.0312019 | val_loss: 0.0311942 | Time: 1420.46 ms [2021-12-04 20:05:11 main:574] : INFO : Epoch 1903 | loss: 0.0312013 | val_loss: 0.0311946 | Time: 1409.43 ms [2021-12-04 20:05:12 main:574] : INFO : Epoch 1904 | loss: 0.0312013 | val_loss: 0.0311953 | Time: 1413.92 ms [2021-12-04 20:05:14 main:574] : INFO : Epoch 1905 | loss: 0.0312014 | val_loss: 0.0312005 | Time: 1407.84 ms [2021-12-04 20:05:15 main:574] : INFO : Epoch 1906 | loss: 0.031203 | val_loss: 0.031194 | Time: 1418.48 ms [2021-12-04 20:05:17 main:574] : INFO : Epoch 1907 | loss: 0.0312005 | val_loss: 0.0311931 | Time: 1423.32 ms [2021-12-04 20:05:18 main:574] : INFO : Epoch 1908 | loss: 0.0312014 | val_loss: 0.0311943 | Time: 1417.43 ms [2021-12-04 20:05:19 main:574] : INFO : Epoch 1909 | loss: 0.0312015 | val_loss: 0.0311945 | Time: 1423.04 ms [2021-12-04 20:05:21 main:574] : INFO : Epoch 1910 | loss: 0.0312017 | val_loss: 0.0311972 | Time: 1420.03 ms [2021-12-04 20:05:22 main:574] : INFO : Epoch 1911 | loss: 0.0312026 | val_loss: 0.0311968 | Time: 1416.55 ms [2021-12-04 20:05:24 main:574] : INFO : Epoch 1912 | loss: 0.0312036 | val_loss: 0.0311953 | Time: 1419.12 ms [2021-12-04 20:05:25 main:574] : INFO : Epoch 1913 | loss: 0.0312022 | val_loss: 0.031197 | Time: 1413.81 ms [2021-12-04 20:05:27 main:574] : INFO : Epoch 1914 | loss: 0.0312013 | val_loss: 0.031195 | Time: 1418.54 ms [2021-12-04 20:05:28 main:574] : INFO : Epoch 1915 | loss: 0.031201 | val_loss: 0.0311973 | Time: 1425.42 ms [2021-12-04 20:05:29 main:574] : INFO : Epoch 1916 | loss: 0.0312018 | val_loss: 0.0311948 | Time: 1413.37 ms [2021-12-04 20:05:31 main:574] : INFO : Epoch 1917 | loss: 0.0312013 | val_loss: 0.0311962 | Time: 1418.99 ms [2021-12-04 20:05:32 main:574] : INFO : Epoch 1918 | loss: 0.0312013 | val_loss: 0.0311936 | Time: 1418.33 ms [2021-12-04 20:05:34 main:574] : INFO : Epoch 1919 | loss: 0.0312057 | val_loss: 0.0312019 | Time: 1420.43 ms [2021-12-04 20:05:35 main:574] : INFO : Epoch 1920 | loss: 0.0312029 | val_loss: 0.0311941 | Time: 1410.24 ms [2021-12-04 20:05:36 main:574] : INFO : Epoch 1921 | loss: 0.0312018 | val_loss: 0.0311962 | Time: 1410.86 ms [2021-12-04 20:05:38 main:574] : INFO : Epoch 1922 | loss: 0.0312043 | val_loss: 0.0311955 | Time: 1412.25 ms [2021-12-04 20:05:39 main:574] : INFO : Epoch 1923 | loss: 0.0312032 | val_loss: 0.0311939 | Time: 1422.23 ms [2021-12-04 20:05:41 main:574] : INFO : Epoch 1924 | loss: 0.0312014 | val_loss: 0.031193 | Time: 1414.34 ms [2021-12-04 20:05:42 main:574] : INFO : Epoch 1925 | loss: 0.0312022 | val_loss: 0.0311988 | Time: 1414.43 ms [2021-12-04 20:05:44 main:574] : INFO : Epoch 1926 | loss: 0.0312033 | val_loss: 0.0311936 | Time: 1414.76 ms [2021-12-04 20:05:45 main:574] : INFO : Epoch 1927 | loss: 0.0312006 | val_loss: 0.0311931 | Time: 1413.86 ms [2021-12-04 20:05:46 main:574] : INFO : Epoch 1928 | loss: 0.0312044 | val_loss: 0.031194 | Time: 1415.33 ms [2021-12-04 20:05:48 main:574] : INFO : Epoch 1929 | loss: 0.0312051 | val_loss: 0.0311974 | Time: 1417.44 ms [2021-12-04 20:05:49 main:574] : INFO : Epoch 1930 | loss: 0.0312027 | val_loss: 0.0311933 | Time: 1415.33 ms [2021-12-04 20:05:51 main:574] : INFO : Epoch 1931 | loss: 0.0312022 | val_loss: 0.0311969 | Time: 1415.84 ms [2021-12-04 20:05:52 main:574] : INFO : Epoch 1932 | loss: 0.0312019 | val_loss: 0.0311935 | Time: 1413.49 ms [2021-12-04 20:05:53 main:574] : INFO : Epoch 1933 | loss: 0.0312027 | val_loss: 0.0311961 | Time: 1414.93 ms [2021-12-04 20:05:55 main:574] : INFO : Epoch 1934 | loss: 0.0312021 | val_loss: 0.031195 | Time: 1415.72 ms [2021-12-04 20:05:56 main:574] : INFO : Epoch 1935 | loss: 0.0312014 | val_loss: 0.0311944 | Time: 1414.24 ms [2021-12-04 20:05:58 main:574] : INFO : Epoch 1936 | loss: 0.031201 | val_loss: 0.0311932 | Time: 1416.23 ms [2021-12-04 20:05:59 main:574] : INFO : Epoch 1937 | loss: 0.0312009 | val_loss: 0.0311944 | Time: 1410.73 ms [2021-12-04 20:06:01 main:574] : INFO : Epoch 1938 | loss: 0.031203 | val_loss: 0.031195 | Time: 1416.01 ms [2021-12-04 20:06:02 main:574] : INFO : Epoch 1939 | loss: 0.031202 | val_loss: 0.0311954 | Time: 1415.11 ms [2021-12-04 20:06:03 main:574] : INFO : Epoch 1940 | loss: 0.0312015 | val_loss: 0.0312029 | Time: 1417.76 ms [2021-12-04 20:06:05 main:574] : INFO : Epoch 1941 | loss: 0.0312009 | val_loss: 0.0311972 | Time: 1416.7 ms [2021-12-04 20:06:06 main:574] : INFO : Epoch 1942 | loss: 0.0312019 | val_loss: 0.0311936 | Time: 1416.01 ms [2021-12-04 20:06:08 main:574] : INFO : Epoch 1943 | loss: 0.0312006 | val_loss: 0.031193 | Time: 1415.06 ms [2021-12-04 20:06:09 main:574] : INFO : Epoch 1944 | loss: 0.031201 | val_loss: 0.0311934 | Time: 1413.8 ms [2021-12-04 20:06:11 main:574] : INFO : Epoch 1945 | loss: 0.0312023 | val_loss: 0.0311965 | Time: 1417.17 ms [2021-12-04 20:06:12 main:574] : INFO : Epoch 1946 | loss: 0.0312016 | val_loss: 0.031197 | Time: 1413.6 ms [2021-12-04 20:06:13 main:574] : INFO : Epoch 1947 | loss: 0.0312034 | val_loss: 0.0311941 | Time: 1409.42 ms [2021-12-04 20:06:15 main:574] : INFO : Epoch 1948 | loss: 0.031202 | val_loss: 0.031194 | Time: 1415.78 ms [2021-12-04 20:06:16 main:574] : INFO : Epoch 1949 | loss: 0.0312014 | val_loss: 0.0311967 | Time: 1414.11 ms [2021-12-04 20:06:18 main:574] : INFO : Epoch 1950 | loss: 0.0312018 | val_loss: 0.0311933 | Time: 1415.98 ms [2021-12-04 20:06:19 main:574] : INFO : Epoch 1951 | loss: 0.0312022 | val_loss: 0.031195 | Time: 1419.96 ms [2021-12-04 20:06:20 main:574] : INFO : Epoch 1952 | loss: 0.0312013 | val_loss: 0.0311932 | Time: 1413.39 ms [2021-12-04 20:06:22 main:574] : INFO : Epoch 1953 | loss: 0.0312018 | val_loss: 0.0311933 | Time: 1407.03 ms [2021-12-04 20:06:23 main:574] : INFO : Epoch 1954 | loss: 0.0312012 | val_loss: 0.0311986 | Time: 1414.99 ms [2021-12-04 20:06:25 main:574] : INFO : Epoch 1955 | loss: 0.0312042 | val_loss: 0.0311964 | Time: 1417.28 ms [2021-12-04 20:06:26 main:574] : INFO : Epoch 1956 | loss: 0.0312041 | val_loss: 0.0311948 | Time: 1417.1 ms [2021-12-04 20:06:28 main:574] : INFO : Epoch 1957 | loss: 0.0312053 | val_loss: 0.0311929 | Time: 1420.83 ms [2021-12-04 20:06:29 main:574] : INFO : Epoch 1958 | loss: 0.0312012 | val_loss: 0.0311932 | Time: 1421.03 ms [2021-12-04 20:06:30 main:574] : INFO : Epoch 1959 | loss: 0.0312011 | val_loss: 0.0311942 | Time: 1414.58 ms [2021-12-04 20:06:32 main:574] : INFO : Epoch 1960 | loss: 0.0312025 | val_loss: 0.0311939 | Time: 1411.01 ms [2021-12-04 20:06:33 main:574] : INFO : Epoch 1961 | loss: 0.0312008 | val_loss: 0.0311932 | Time: 1418.54 ms [2021-12-04 20:06:35 main:574] : INFO : Epoch 1962 | loss: 0.0312012 | val_loss: 0.031193 | Time: 1413.34 ms [2021-12-04 20:06:36 main:574] : INFO : Epoch 1963 | loss: 0.0312008 | val_loss: 0.031194 | Time: 1413.22 ms [2021-12-04 20:06:38 main:574] : INFO : Epoch 1964 | loss: 0.0312009 | val_loss: 0.0311943 | Time: 1420.85 ms [2021-12-04 20:06:39 main:574] : INFO : Epoch 1965 | loss: 0.031201 | val_loss: 0.0311954 | Time: 1415.92 ms [2021-12-04 20:06:40 main:574] : INFO : Epoch 1966 | loss: 0.0312031 | val_loss: 0.0311945 | Time: 1414.84 ms [2021-12-04 20:06:42 main:574] : INFO : Epoch 1967 | loss: 0.031201 | val_loss: 0.0311989 | Time: 1417.21 ms [2021-12-04 20:06:43 main:574] : INFO : Epoch 1968 | loss: 0.0312045 | val_loss: 0.0311935 | Time: 1415.25 ms [2021-12-04 20:06:45 main:574] : INFO : Epoch 1969 | loss: 0.0312025 | val_loss: 0.0311955 | Time: 1408.16 ms [2021-12-04 20:06:46 main:574] : INFO : Epoch 1970 | loss: 0.0312011 | val_loss: 0.0311932 | Time: 1422.68 ms [2021-12-04 20:06:47 main:574] : INFO : Epoch 1971 | loss: 0.0312011 | val_loss: 0.0311931 | Time: 1417.7 ms [2021-12-04 20:06:49 main:574] : INFO : Epoch 1972 | loss: 0.0312008 | val_loss: 0.0311932 | Time: 1417.92 ms [2021-12-04 20:06:50 main:574] : INFO : Epoch 1973 | loss: 0.031201 | val_loss: 0.031194 | Time: 1415.18 ms [2021-12-04 20:06:52 main:574] : INFO : Epoch 1974 | loss: 0.0312014 | val_loss: 0.0311948 | Time: 1421.97 ms [2021-12-04 20:06:53 main:574] : INFO : Epoch 1975 | loss: 0.0312033 | val_loss: 0.0312027 | Time: 1411.18 ms [2021-12-04 20:06:55 main:574] : INFO : Epoch 1976 | loss: 0.0312038 | val_loss: 0.0311966 | Time: 1409.96 ms [2021-12-04 20:06:56 main:574] : INFO : Epoch 1977 | loss: 0.0312021 | val_loss: 0.0311944 | Time: 1421.29 ms [2021-12-04 20:06:57 main:574] : INFO : Epoch 1978 | loss: 0.0312009 | val_loss: 0.0311933 | Time: 1416.64 ms [2021-12-04 20:06:59 main:574] : INFO : Epoch 1979 | loss: 0.031201 | val_loss: 0.0311941 | Time: 1419.22 ms [2021-12-04 20:07:00 main:574] : INFO : Epoch 1980 | loss: 0.0312032 | val_loss: 0.0311955 | Time: 1418.06 ms [2021-12-04 20:07:02 main:574] : INFO : Epoch 1981 | loss: 0.0312035 | val_loss: 0.0311959 | Time: 1417.44 ms [2021-12-04 20:07:03 main:574] : INFO : Epoch 1982 | loss: 0.0312021 | val_loss: 0.0311937 | Time: 1418.28 ms [2021-12-04 20:07:05 main:574] : INFO : Epoch 1983 | loss: 0.0312027 | val_loss: 0.0312046 | Time: 1416.6 ms [2021-12-04 20:07:06 main:574] : INFO : Epoch 1984 | loss: 0.0312066 | val_loss: 0.031198 | Time: 1409.18 ms [2021-12-04 20:07:07 main:574] : INFO : Epoch 1985 | loss: 0.0312035 | val_loss: 0.0311943 | Time: 1423.19 ms [2021-12-04 20:07:09 main:574] : INFO : Epoch 1986 | loss: 0.0312036 | val_loss: 0.0311932 | Time: 1409.02 ms [2021-12-04 20:07:10 main:574] : INFO : Epoch 1987 | loss: 0.0312037 | val_loss: 0.0312053 | Time: 1412.92 ms [2021-12-04 20:07:12 main:574] : INFO : Epoch 1988 | loss: 0.0312047 | val_loss: 0.0311969 | Time: 1417.61 ms [2021-12-04 20:07:13 main:574] : INFO : Epoch 1989 | loss: 0.031202 | val_loss: 0.0311935 | Time: 1418.81 ms [2021-12-04 20:07:14 main:574] : INFO : Epoch 1990 | loss: 0.0312013 | val_loss: 0.0311929 | Time: 1413.84 ms [2021-12-04 20:07:16 main:574] : INFO : Epoch 1991 | loss: 0.0312014 | val_loss: 0.031196 | Time: 1418.3 ms [2021-12-04 20:07:17 main:574] : INFO : Epoch 1992 | loss: 0.0312032 | val_loss: 0.0312026 | Time: 1413.15 ms [2021-12-04 20:07:19 main:574] : INFO : Epoch 1993 | loss: 0.031203 | val_loss: 0.0311973 | Time: 1418.28 ms [2021-12-04 20:07:20 main:574] : INFO : Epoch 1994 | loss: 0.0312041 | val_loss: 0.0311954 | Time: 1423.65 ms [2021-12-04 20:07:22 main:574] : INFO : Epoch 1995 | loss: 0.031202 | val_loss: 0.0311935 | Time: 1411.62 ms [2021-12-04 20:07:23 main:574] : INFO : Epoch 1996 | loss: 0.031201 | val_loss: 0.0311928 | Time: 1415.94 ms [2021-12-04 20:07:24 main:574] : INFO : Epoch 1997 | loss: 0.0312006 | val_loss: 0.0311932 | Time: 1410.62 ms [2021-12-04 20:07:26 main:574] : INFO : Epoch 1998 | loss: 0.0312013 | val_loss: 0.0311947 | Time: 1414.85 ms [2021-12-04 20:07:27 main:574] : INFO : Epoch 1999 | loss: 0.0312022 | val_loss: 0.0311931 | Time: 1415.16 ms [2021-12-04 20:07:29 main:574] : INFO : Epoch 2000 | loss: 0.031206 | val_loss: 0.0311937 | Time: 1419.52 ms [2021-12-04 20:07:30 main:574] : INFO : Epoch 2001 | loss: 0.0312023 | val_loss: 0.0311936 | Time: 1416.15 ms [2021-12-04 20:07:31 main:574] : INFO : Epoch 2002 | loss: 0.0312015 | val_loss: 0.0311931 | Time: 1416 ms [2021-12-04 20:07:33 main:574] : INFO : Epoch 2003 | loss: 0.0312021 | val_loss: 0.0311938 | Time: 1419.3 ms [2021-12-04 20:07:34 main:574] : INFO : Epoch 2004 | loss: 0.0312031 | val_loss: 0.0311946 | Time: 1418.72 ms [2021-12-04 20:07:36 main:574] : INFO : Epoch 2005 | loss: 0.0312026 | val_loss: 0.0311931 | Time: 1414.22 ms [2021-12-04 20:07:37 main:574] : INFO : Epoch 2006 | loss: 0.0312011 | val_loss: 0.031193 | Time: 1420.13 ms [2021-12-04 20:07:39 main:574] : INFO : Epoch 2007 | loss: 0.0312017 | val_loss: 0.0311952 | Time: 1414.57 ms [2021-12-04 20:07:40 main:574] : INFO : Epoch 2008 | loss: 0.0312008 | val_loss: 0.0311937 | Time: 1419.4 ms [2021-12-04 20:07:41 main:574] : INFO : Epoch 2009 | loss: 0.0312012 | val_loss: 0.0311931 | Time: 1416.61 ms [2021-12-04 20:07:43 main:574] : INFO : Epoch 2010 | loss: 0.0312012 | val_loss: 0.0311936 | Time: 1412.17 ms [2021-12-04 20:07:44 main:574] : INFO : Epoch 2011 | loss: 0.0312013 | val_loss: 0.031196 | Time: 1419.79 ms [2021-12-04 20:07:46 main:574] : INFO : Epoch 2012 | loss: 0.0312007 | val_loss: 0.0311951 | Time: 1420.1 ms [2021-12-04 20:07:47 main:574] : INFO : Epoch 2013 | loss: 0.0312017 | val_loss: 0.031193 | Time: 1414.9 ms [2021-12-04 20:07:49 main:574] : INFO : Epoch 2014 | loss: 0.0312012 | val_loss: 0.0311941 | Time: 1413.75 ms [2021-12-04 20:07:50 main:574] : INFO : Epoch 2015 | loss: 0.031201 | val_loss: 0.0311939 | Time: 1416.09 ms [2021-12-04 20:07:51 main:574] : INFO : Epoch 2016 | loss: 0.0312009 | val_loss: 0.0311935 | Time: 1424.47 ms [2021-12-04 20:07:53 main:574] : INFO : Epoch 2017 | loss: 0.0312009 | val_loss: 0.0311933 | Time: 1416.04 ms [2021-12-04 20:07:54 main:574] : INFO : Epoch 2018 | loss: 0.0312023 | val_loss: 0.0311967 | Time: 1416.18 ms [2021-12-04 20:07:56 main:574] : INFO : Epoch 2019 | loss: 0.0312024 | val_loss: 0.0311971 | Time: 1417.46 ms [2021-12-04 20:07:57 main:574] : INFO : Epoch 2020 | loss: 0.0312024 | val_loss: 0.0311953 | Time: 1422.03 ms [2021-12-04 20:07:59 main:574] : INFO : Epoch 2021 | loss: 0.0312014 | val_loss: 0.0311932 | Time: 1416.8 ms [2021-12-04 20:08:00 main:574] : INFO : Epoch 2022 | loss: 0.0312008 | val_loss: 0.0311932 | Time: 1413.72 ms [2021-12-04 20:08:01 main:574] : INFO : Epoch 2023 | loss: 0.0312013 | val_loss: 0.0311936 | Time: 1417.14 ms [2021-12-04 20:08:03 main:574] : INFO : Epoch 2024 | loss: 0.0312005 | val_loss: 0.0311933 | Time: 1416.25 ms [2021-12-04 20:08:04 main:574] : INFO : Epoch 2025 | loss: 0.0312006 | val_loss: 0.0311927 | Time: 1411.67 ms [2021-12-04 20:08:06 main:574] : INFO : Epoch 2026 | loss: 0.0312007 | val_loss: 0.0311947 | Time: 1415.91 ms [2021-12-04 20:08:07 main:574] : INFO : Epoch 2027 | loss: 0.0312008 | val_loss: 0.0311961 | Time: 1413.19 ms [2021-12-04 20:08:08 main:574] : INFO : Epoch 2028 | loss: 0.0312011 | val_loss: 0.0311975 | Time: 1414.68 ms [2021-12-04 20:08:10 main:574] : INFO : Epoch 2029 | loss: 0.0312017 | val_loss: 0.0311931 | Time: 1420.4 ms [2021-12-04 20:08:11 main:574] : INFO : Epoch 2030 | loss: 0.0312012 | val_loss: 0.0311933 | Time: 1413.95 ms [2021-12-04 20:08:13 main:574] : INFO : Epoch 2031 | loss: 0.0312017 | val_loss: 0.0311973 | Time: 1415.25 ms [2021-12-04 20:08:14 main:574] : INFO : Epoch 2032 | loss: 0.0312041 | val_loss: 0.0311942 | Time: 1419.85 ms [2021-12-04 20:08:16 main:574] : INFO : Epoch 2033 | loss: 0.0312015 | val_loss: 0.0311936 | Time: 1416.33 ms [2021-12-04 20:08:17 main:574] : INFO : Epoch 2034 | loss: 0.0312016 | val_loss: 0.0311932 | Time: 1418.12 ms [2021-12-04 20:08:18 main:574] : INFO : Epoch 2035 | loss: 0.0312015 | val_loss: 0.0311935 | Time: 1422.52 ms [2021-12-04 20:08:20 main:574] : INFO : Epoch 2036 | loss: 0.0312005 | val_loss: 0.0311934 | Time: 1419.63 ms [2021-12-04 20:08:21 main:574] : INFO : Epoch 2037 | loss: 0.0312004 | val_loss: 0.0311959 | Time: 1414.07 ms [2021-12-04 20:08:23 main:574] : INFO : Epoch 2038 | loss: 0.0312023 | val_loss: 0.0311999 | Time: 1422.42 ms [2021-12-04 20:08:24 main:574] : INFO : Epoch 2039 | loss: 0.031204 | val_loss: 0.0311946 | Time: 1414.88 ms [2021-12-04 20:08:26 main:574] : INFO : Epoch 2040 | loss: 0.0312014 | val_loss: 0.0311935 | Time: 1416.08 ms [2021-12-04 20:08:27 main:574] : INFO : Epoch 2041 | loss: 0.0312004 | val_loss: 0.0311932 | Time: 1413.21 ms [2021-12-04 20:08:28 main:574] : INFO : Epoch 2042 | loss: 0.0312016 | val_loss: 0.0311928 | Time: 1416.81 ms [2021-12-04 20:08:30 main:574] : INFO : Epoch 2043 | loss: 0.031201 | val_loss: 0.0311943 | Time: 1412.44 ms [2021-12-04 20:08:31 main:574] : INFO : Epoch 2044 | loss: 0.0312009 | val_loss: 0.0311934 | Time: 1415.46 ms [2021-12-04 20:08:33 main:574] : INFO : Epoch 2045 | loss: 0.0312011 | val_loss: 0.0311952 | Time: 1423.61 ms [2021-12-04 20:08:34 main:574] : INFO : Epoch 2046 | loss: 0.0312019 | val_loss: 0.0311952 | Time: 1419.79 ms [2021-12-04 20:08:35 main:574] : INFO : Epoch 2047 | loss: 0.0312023 | val_loss: 0.0311939 | Time: 1417.99 ms [2021-12-04 20:08:37 main:574] : INFO : Epoch 2048 | loss: 0.0312019 | val_loss: 0.0311931 | Time: 1419.66 ms [2021-12-04 20:08:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311931 [2021-12-04 20:08:37 main:603] : INFO : Saving end state to config to file [2021-12-04 20:08:37 main:608] : INFO : Success, exiting.. 20:08:37 (22524): 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)