Task 14624804
| Name | ParityModified-1647041543-12939-3-0_1 |
| Workunit | 11639712 |
| Created | 19 Apr 2022, 17:04:00 UTC |
| Sent | 19 Apr 2022, 17:04:03 UTC |
| Report deadline | 27 Apr 2022, 17:04:03 UTC |
| Received | 19 Apr 2022, 18:43:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 41 min 1 sec |
| CPU time | 38 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -04-19 14:32:55 main:574] : INFO : Epoch 1542 | loss: 0.0311916 | val_loss: 0.0312042 | Time: 1112.67 ms [2022-04-19 14:32:56 main:574] : INFO : Epoch 1543 | loss: 0.0311905 | val_loss: 0.0312038 | Time: 1111.62 ms [2022-04-19 14:32:58 main:574] : INFO : Epoch 1544 | loss: 0.0311909 | val_loss: 0.0312044 | Time: 1110.4 ms [2022-04-19 14:32:59 main:574] : INFO : Epoch 1545 | loss: 0.0311912 | val_loss: 0.0312024 | Time: 1117.69 ms [2022-04-19 14:33:00 main:574] : INFO : Epoch 1546 | loss: 0.0311901 | val_loss: 0.0312035 | Time: 1110.95 ms [2022-04-19 14:33:01 main:574] : INFO : Epoch 1547 | loss: 0.0311902 | val_loss: 0.0312029 | Time: 1112.91 ms [2022-04-19 14:33:02 main:574] : INFO : Epoch 1548 | loss: 0.0311906 | val_loss: 0.0312036 | Time: 1110.97 ms [2022-04-19 14:33:03 main:574] : INFO : Epoch 1549 | loss: 0.0311905 | val_loss: 0.0312017 | Time: 1110.05 ms [2022-04-19 14:33:05 main:574] : INFO : Epoch 1550 | loss: 0.0311903 | val_loss: 0.0312068 | Time: 1113.71 ms [2022-04-19 14:33:06 main:574] : INFO : Epoch 1551 | loss: 0.0311911 | val_loss: 0.0312051 | Time: 1114.07 ms [2022-04-19 14:33:07 main:574] : INFO : Epoch 1552 | loss: 0.0311925 | val_loss: 0.0312031 | Time: 1109.74 ms [2022-04-19 14:33:08 main:574] : INFO : Epoch 1553 | loss: 0.0311923 | val_loss: 0.0312055 | Time: 1111.46 ms [2022-04-19 14:33:09 main:574] : INFO : Epoch 1554 | loss: 0.0311911 | val_loss: 0.0312039 | Time: 1112.12 ms [2022-04-19 14:33:11 main:574] : INFO : Epoch 1555 | loss: 0.0311906 | val_loss: 0.0312083 | Time: 1110.18 ms [2022-04-19 14:33:12 main:574] : INFO : Epoch 1556 | loss: 0.031193 | val_loss: 0.0312014 | Time: 1110.63 ms [2022-04-19 14:33:13 main:574] : INFO : Epoch 1557 | loss: 0.0311919 | val_loss: 0.0311991 | Time: 1114.42 ms [2022-04-19 14:33:14 main:574] : INFO : Epoch 1558 | loss: 0.0311912 | val_loss: 0.031202 | Time: 1112.35 ms [2022-04-19 14:33:15 main:574] : INFO : Epoch 1559 | loss: 0.0311904 | val_loss: 0.0312009 | Time: 1118.28 ms [2022-04-19 14:33:17 main:574] : INFO : Epoch 1560 | loss: 0.0311908 | val_loss: 0.0312047 | Time: 1108.1 ms [2022-04-19 14:33:18 main:574] : INFO : Epoch 1561 | loss: 0.0311915 | val_loss: 0.0312044 | Time: 1107.9 ms [2022-04-19 14:33:19 main:574] : INFO : Epoch 1562 | loss: 0.0311925 | val_loss: 0.0312032 | Time: 1112.1 ms [2022-04-19 14:33:20 main:574] : INFO : Epoch 1563 | loss: 0.031191 | val_loss: 0.031204 | Time: 1109.11 ms [2022-04-19 14:33:21 main:574] : INFO : Epoch 1564 | loss: 0.0311918 | val_loss: 0.0312035 | Time: 1107.17 ms [2022-04-19 14:33:23 main:574] : INFO : Epoch 1565 | loss: 0.0311921 | val_loss: 0.0312028 | Time: 1114.01 ms [2022-04-19 14:33:24 main:574] : INFO : Epoch 1566 | loss: 0.031191 | val_loss: 0.0312034 | Time: 1116.93 ms [2022-04-19 14:33:25 main:574] : INFO : Epoch 1567 | loss: 0.0311932 | val_loss: 0.0312048 | Time: 1109.77 ms [2022-04-19 14:33:26 main:574] : INFO : Epoch 1568 | loss: 0.0311909 | val_loss: 0.0312032 | Time: 1109.92 ms [2022-04-19 14:33:27 main:574] : INFO : Epoch 1569 | loss: 0.0311909 | val_loss: 0.0312028 | Time: 1110.79 ms [2022-04-19 14:33:28 main:574] : INFO : Epoch 1570 | loss: 0.0311927 | val_loss: 0.0312023 | Time: 1112.83 ms [2022-04-19 14:33:30 main:574] : INFO : Epoch 1571 | loss: 0.0311904 | val_loss: 0.0312025 | Time: 1115.56 ms [2022-04-19 14:33:31 main:574] : INFO : Epoch 1572 | loss: 0.0311894 | val_loss: 0.0312019 | Time: 1111.35 ms [2022-04-19 14:33:32 main:574] : INFO : Epoch 1573 | loss: 0.03119 | val_loss: 0.0312039 | Time: 1113.38 ms [2022-04-19 14:33:33 main:574] : INFO : Epoch 1574 | loss: 0.03119 | val_loss: 0.0312018 | Time: 1113.04 ms [2022-04-19 14:33:35 main:574] : INFO : Epoch 1575 | loss: 0.0311896 | val_loss: 0.0312029 | Time: 1113.02 ms [2022-04-19 14:33:36 main:574] : INFO : Epoch 1576 | loss: 0.0311903 | val_loss: 0.0312018 | Time: 1113.85 ms [2022-04-19 14:33:37 main:574] : INFO : Epoch 1577 | loss: 0.0311909 | val_loss: 0.0312073 | Time: 1109.91 ms [2022-04-19 14:33:38 main:574] : INFO : Epoch 1578 | loss: 0.0311911 | val_loss: 0.0312 | Time: 1113.34 ms [2022-04-19 14:33:39 main:574] : INFO : Epoch 1579 | loss: 0.0311904 | val_loss: 0.0311989 | Time: 1114.13 ms [2022-04-19 14:33:41 main:574] : INFO : Epoch 1580 | loss: 0.0311911 | val_loss: 0.031202 | Time: 1115.01 ms [2022-04-19 14:33:42 main:574] : INFO : Epoch 1581 | loss: 0.031192 | val_loss: 0.0312007 | Time: 1109.81 ms [2022-04-19 14:33:43 main:574] : INFO : Epoch 1582 | loss: 0.0311914 | val_loss: 0.0312012 | Time: 1114.24 ms [2022-04-19 14:33:44 main:574] : INFO : Epoch 1583 | loss: 0.0311896 | val_loss: 0.0312009 | Time: 1114.11 ms [2022-04-19 14:33:45 main:574] : INFO : Epoch 1584 | loss: 0.0311901 | val_loss: 0.0312014 | Time: 1115.89 ms [2022-04-19 14:33:47 main:574] : INFO : Epoch 1585 | loss: 0.0311913 | val_loss: 0.0312012 | Time: 1112.65 ms [2022-04-19 14:33:48 main:574] : INFO : Epoch 1586 | loss: 0.0311925 | val_loss: 0.031203 | Time: 1114.33 ms [2022-04-19 14:33:49 main:574] : INFO : Epoch 1587 | loss: 0.0311903 | val_loss: 0.031205 | Time: 1118.42 ms [2022-04-19 14:33:50 main:574] : INFO : Epoch 1588 | loss: 0.0311911 | val_loss: 0.0312047 | Time: 1118.93 ms [2022-04-19 14:33:51 main:574] : INFO : Epoch 1589 | loss: 0.0311908 | val_loss: 0.0312 | Time: 1110.1 ms [2022-04-19 14:33:53 main:574] : INFO : Epoch 1590 | loss: 0.0311905 | val_loss: 0.0312002 | Time: 1115.71 ms [2022-04-19 14:33:54 main:574] : INFO : Epoch 1591 | loss: 0.031191 | val_loss: 0.0311995 | Time: 1112.01 ms [2022-04-19 14:33:55 main:574] : INFO : Epoch 1592 | loss: 0.0311904 | val_loss: 0.0312005 | Time: 1110.92 ms [2022-04-19 14:33:56 main:574] : INFO : Epoch 1593 | loss: 0.0311903 | val_loss: 0.0311999 | Time: 1112.34 ms [2022-04-19 14:33:58 main:574] : INFO : Epoch 1594 | loss: 0.0311908 | val_loss: 0.0312002 | Time: 1110.8 ms [2022-04-19 14:33:59 main:574] : INFO : Epoch 1595 | loss: 0.0311909 | val_loss: 0.0312016 | Time: 1112.31 ms [2022-04-19 14:34:00 main:574] : INFO : Epoch 1596 | loss: 0.0311903 | val_loss: 0.0311994 | Time: 1112.73 ms [2022-04-19 14:34:01 main:574] : INFO : Epoch 1597 | loss: 0.0311901 | val_loss: 0.0312018 | Time: 1113.93 ms [2022-04-19 14:34:02 main:574] : INFO : Epoch 1598 | loss: 0.0311903 | val_loss: 0.0312003 | Time: 1111.23 ms [2022-04-19 14:34:04 main:574] : INFO : Epoch 1599 | loss: 0.0311909 | val_loss: 0.0312009 | Time: 1113.34 ms [2022-04-19 14:34:05 main:574] : INFO : Epoch 1600 | loss: 0.031192 | val_loss: 0.0312007 | Time: 1116.95 ms [2022-04-19 14:34:06 main:574] : INFO : Epoch 1601 | loss: 0.0311929 | val_loss: 0.0312044 | Time: 1114.02 ms [2022-04-19 14:34:07 main:574] : INFO : Epoch 1602 | loss: 0.031193 | val_loss: 0.0312037 | Time: 1111.72 ms [2022-04-19 14:34:08 main:574] : INFO : Epoch 1603 | loss: 0.0311954 | val_loss: 0.0312061 | Time: 1109.28 ms [2022-04-19 14:34:09 main:574] : INFO : Epoch 1604 | loss: 0.0311915 | val_loss: 0.0312035 | Time: 1109.94 ms [2022-04-19 14:34:11 main:574] : INFO : Epoch 1605 | loss: 0.0311916 | val_loss: 0.0311994 | Time: 1112.69 ms [2022-04-19 14:34:12 main:574] : INFO : Epoch 1606 | loss: 0.0311919 | val_loss: 0.0312018 | Time: 1108.93 ms [2022-04-19 14:34:13 main:574] : INFO : Epoch 1607 | loss: 0.0311917 | val_loss: 0.0312055 | Time: 1111.84 ms [2022-04-19 14:34:14 main:574] : INFO : Epoch 1608 | loss: 0.0311922 | val_loss: 0.0312028 | Time: 1108.57 ms [2022-04-19 14:34:15 main:574] : INFO : Epoch 1609 | loss: 0.0311925 | val_loss: 0.0311994 | Time: 1113.15 ms [2022-04-19 14:34:17 main:574] : INFO : Epoch 1610 | loss: 0.0311901 | val_loss: 0.0312 | Time: 1113.64 ms [2022-04-19 14:34:18 main:574] : INFO : Epoch 1611 | loss: 0.0311898 | val_loss: 0.0312004 | Time: 1110.41 ms [2022-04-19 14:34:19 main:574] : INFO : Epoch 1612 | loss: 0.0311898 | val_loss: 0.0312004 | Time: 1111.17 ms [2022-04-19 14:34:20 main:574] : INFO : Epoch 1613 | loss: 0.0311897 | val_loss: 0.0312011 | Time: 1120 ms [2022-04-19 14:34:21 main:574] : INFO : Epoch 1614 | loss: 0.0311901 | val_loss: 0.0312005 | Time: 1112.56 ms [2022-04-19 14:34:23 main:574] : INFO : Epoch 1615 | loss: 0.0311891 | val_loss: 0.0312008 | Time: 1115.24 ms [2022-04-19 14:34:24 main:574] : INFO : Epoch 1616 | loss: 0.0311912 | val_loss: 0.0312028 | Time: 1115.33 ms [2022-04-19 14:34:25 main:574] : INFO : Epoch 1617 | loss: 0.0311912 | val_loss: 0.0312032 | Time: 1110.81 ms [2022-04-19 14:34:26 main:574] : INFO : Epoch 1618 | loss: 0.0311907 | val_loss: 0.0312021 | Time: 1112.04 ms [2022-04-19 14:34:28 main:574] : INFO : Epoch 1619 | loss: 0.03119 | val_loss: 0.0312031 | Time: 1113.47 ms [2022-04-19 14:34:29 main:574] : INFO : Epoch 1620 | loss: 0.031192 | val_loss: 0.0312032 | Time: 1112.36 ms [2022-04-19 14:34:30 main:574] : INFO : Epoch 1621 | loss: 0.0311918 | val_loss: 0.0312023 | Time: 1114.65 ms [2022-04-19 14:34:31 main:574] : INFO : Epoch 1622 | loss: 0.0311908 | val_loss: 0.0312014 | Time: 1112.85 ms [2022-04-19 14:34:32 main:574] : INFO : Epoch 1623 | loss: 0.0311903 | val_loss: 0.0312055 | Time: 1111.66 ms [2022-04-19 14:34:33 main:574] : INFO : Epoch 1624 | loss: 0.0311901 | val_loss: 0.031201 | Time: 1111.29 ms [2022-04-19 14:34:35 main:574] : INFO : Epoch 1625 | loss: 0.0311907 | val_loss: 0.0312002 | Time: 1113.7 ms [2022-04-19 14:34:36 main:574] : INFO : Epoch 1626 | loss: 0.0311919 | val_loss: 0.0311976 | Time: 1112.49 ms [2022-04-19 14:34:37 main:574] : INFO : Epoch 1627 | loss: 0.03119 | val_loss: 0.0311993 | Time: 1111.76 ms [2022-04-19 14:34:38 main:574] : INFO : Epoch 1628 | loss: 0.0311899 | val_loss: 0.0312008 | Time: 1112.45 ms [2022-04-19 14:34:39 main:574] : INFO : Epoch 1629 | loss: 0.0311926 | val_loss: 0.0311975 | Time: 1117.13 ms [2022-04-19 14:34:41 main:574] : INFO : Epoch 1630 | loss: 0.0311917 | val_loss: 0.0311981 | Time: 1109.07 ms [2022-04-19 14:34:42 main:574] : INFO : Epoch 1631 | loss: 0.0311913 | val_loss: 0.0311973 | Time: 1116.71 ms [2022-04-19 14:34:43 main:574] : INFO : Epoch 1632 | loss: 0.0311917 | val_loss: 0.0311993 | Time: 1106.71 ms [2022-04-19 14:34:44 main:574] : INFO : Epoch 1633 | loss: 0.0311928 | val_loss: 0.0311968 | Time: 1111.3 ms [2022-04-19 14:34:45 main:574] : INFO : Epoch 1634 | loss: 0.0311906 | val_loss: 0.0311964 | Time: 1115.02 ms [2022-04-19 14:34:47 main:574] : INFO : Epoch 1635 | loss: 0.0311905 | val_loss: 0.031197 | Time: 1115.54 ms [2022-04-19 14:34:48 main:574] : INFO : Epoch 1636 | loss: 0.0311901 | val_loss: 0.0311963 | Time: 1112.99 ms [2022-04-19 14:34:49 main:574] : INFO : Epoch 1637 | loss: 0.0311893 | val_loss: 0.0311996 | Time: 1114.16 ms [2022-04-19 14:34:50 main:574] : INFO : Epoch 1638 | loss: 0.0311905 | val_loss: 0.031199 | Time: 1112.52 ms [2022-04-19 14:34:51 main:574] : INFO : Epoch 1639 | loss: 0.031189 | val_loss: 0.0311975 | Time: 1109.77 ms [2022-04-19 14:34:53 main:574] : INFO : Epoch 1640 | loss: 0.03119 | val_loss: 0.0311972 | Time: 1110.99 ms [2022-04-19 14:34:54 main:574] : INFO : Epoch 1641 | loss: 0.031191 | val_loss: 0.031203 | Time: 1117.87 ms [2022-04-19 14:34:55 main:574] : INFO : Epoch 1642 | loss: 0.0311944 | val_loss: 0.0312013 | Time: 1113.01 ms [2022-04-19 14:34:56 main:574] : INFO : Epoch 1643 | loss: 0.0311965 | val_loss: 0.0311985 | Time: 1115.3 ms [2022-04-19 14:34:57 main:574] : INFO : Epoch 1644 | loss: 0.031195 | val_loss: 0.0311973 | Time: 1115.36 ms [2022-04-19 14:34:59 main:574] : INFO : Epoch 1645 | loss: 0.0311936 | val_loss: 0.0311991 | Time: 1117.26 ms [2022-04-19 14:35:00 main:574] : INFO : Epoch 1646 | loss: 0.0311931 | val_loss: 0.0311969 | Time: 1112.83 ms [2022-04-19 14:35:01 main:574] : INFO : Epoch 1647 | loss: 0.0311928 | val_loss: 0.0311981 | Time: 1114.43 ms [2022-04-19 14:35:02 main:574] : INFO : Epoch 1648 | loss: 0.031194 | val_loss: 0.0311985 | Time: 1112.08 ms [2022-04-19 14:35:03 main:574] : INFO : Epoch 1649 | loss: 0.0311937 | val_loss: 0.0311994 | Time: 1113.38 ms [2022-04-19 14:35:05 main:574] : INFO : Epoch 1650 | loss: 0.0311913 | val_loss: 0.031199 | Time: 1111.93 ms [2022-04-19 14:35:06 main:574] : INFO : Epoch 1651 | loss: 0.0311912 | val_loss: 0.0311972 | Time: 1114.6 ms [2022-04-19 14:35:07 main:574] : INFO : Epoch 1652 | loss: 0.0311896 | val_loss: 0.0311969 | Time: 1110.83 ms [2022-04-19 14:35:08 main:574] : INFO : Epoch 1653 | loss: 0.03119 | val_loss: 0.0312013 | Time: 1113.49 ms [2022-04-19 14:35:10 main:574] : INFO : Epoch 1654 | loss: 0.0311927 | val_loss: 0.0311971 | Time: 1109.82 ms [2022-04-19 14:35:11 main:574] : INFO : Epoch 1655 | loss: 0.031193 | val_loss: 0.0312012 | Time: 1111.6 ms [2022-04-19 14:35:12 main:574] : INFO : Epoch 1656 | loss: 0.0311907 | val_loss: 0.0311983 | Time: 1112.9 ms [2022-04-19 14:35:13 main:574] : INFO : Epoch 1657 | loss: 0.0311919 | val_loss: 0.0312022 | Time: 1115.76 ms [2022-04-19 14:35:14 main:574] : INFO : Epoch 1658 | loss: 0.0311926 | val_loss: 0.0312017 | Time: 1110.37 ms [2022-04-19 14:35:16 main:574] : INFO : Epoch 1659 | loss: 0.0311926 | val_loss: 0.0311979 | Time: 1115.34 ms [2022-04-19 14:35:17 main:574] : INFO : Epoch 1660 | loss: 0.0311904 | val_loss: 0.0311986 | Time: 1114.76 ms [2022-04-19 14:35:18 main:574] : INFO : Epoch 1661 | loss: 0.0311892 | val_loss: 0.0312007 | Time: 1114.87 ms [2022-04-19 14:35:19 main:574] : INFO : Epoch 1662 | loss: 0.0311912 | val_loss: 0.0311989 | Time: 1112.1 ms [2022-04-19 14:35:20 main:574] : INFO : Epoch 1663 | loss: 0.0311923 | val_loss: 0.0312045 | Time: 1112.8 ms [2022-04-19 14:35:22 main:574] : INFO : Epoch 1664 | loss: 0.031191 | val_loss: 0.0311989 | Time: 1113.77 ms [2022-04-19 14:35:23 main:574] : INFO : Epoch 1665 | loss: 0.0311905 | val_loss: 0.031204 | Time: 1113.77 ms [2022-04-19 14:35:24 main:574] : INFO : Epoch 1666 | loss: 0.0311906 | val_loss: 0.0311998 | Time: 1111.04 ms [2022-04-19 14:35:25 main:574] : INFO : Epoch 1667 | loss: 0.0311912 | val_loss: 0.0312042 | Time: 1110.3 ms [2022-04-19 14:35:26 main:574] : INFO : Epoch 1668 | loss: 0.0311915 | val_loss: 0.031201 | Time: 1112.62 ms [2022-04-19 14:35:27 main:574] : INFO : Epoch 1669 | loss: 0.0311903 | val_loss: 0.0312014 | Time: 1112.51 ms [2022-04-19 14:35:29 main:574] : INFO : Epoch 1670 | loss: 0.0311909 | val_loss: 0.0312058 | Time: 1115.05 ms [2022-04-19 14:35:30 main:574] : INFO : Epoch 1671 | loss: 0.0311947 | val_loss: 0.0312044 | Time: 1114.1 ms [2022-04-19 14:35:31 main:574] : INFO : Epoch 1672 | loss: 0.0311953 | val_loss: 0.031205 | Time: 1109.87 ms [2022-04-19 14:35:32 main:574] : INFO : Epoch 1673 | loss: 0.0311945 | val_loss: 0.0312017 | Time: 1113.66 ms [2022-04-19 14:35:33 main:574] : INFO : Epoch 1674 | loss: 0.0311939 | val_loss: 0.0312034 | Time: 1112.8 ms [2022-04-19 14:35:35 main:574] : INFO : Epoch 1675 | loss: 0.0311925 | val_loss: 0.031202 | Time: 1111.53 ms [2022-04-19 14:35:36 main:574] : INFO : Epoch 1676 | loss: 0.0311907 | val_loss: 0.0312053 | Time: 1110.18 ms [2022-04-19 14:35:37 main:574] : INFO : Epoch 1677 | loss: 0.0311915 | val_loss: 0.0312005 | Time: 1114.2 ms [2022-04-19 14:35:38 main:574] : INFO : Epoch 1678 | loss: 0.0311918 | val_loss: 0.0312024 | Time: 1113.45 ms [2022-04-19 14:35:40 main:574] : INFO : Epoch 1679 | loss: 0.0311901 | val_loss: 0.0312005 | Time: 1113.91 ms [2022-04-19 14:35:41 main:574] : INFO : Epoch 1680 | loss: 0.0311892 | val_loss: 0.0312012 | Time: 1109.72 ms [2022-04-19 14:35:42 main:574] : INFO : Epoch 1681 | loss: 0.03119 | val_loss: 0.0312019 | Time: 1117.37 ms [2022-04-19 14:35:43 main:574] : INFO : Epoch 1682 | loss: 0.0311911 | val_loss: 0.0312044 | Time: 1112.09 ms [2022-04-19 14:35:44 main:574] : INFO : Epoch 1683 | loss: 0.0311907 | val_loss: 0.0312011 | Time: 1105.96 ms [2022-04-19 14:35:46 main:574] : INFO : Epoch 1684 | loss: 0.0311889 | val_loss: 0.0312028 | Time: 1115.52 ms [2022-04-19 14:35:47 main:574] : INFO : Epoch 1685 | loss: 0.0311893 | val_loss: 0.0312027 | Time: 1113.69 ms [2022-04-19 14:35:48 main:574] : INFO : Epoch 1686 | loss: 0.0311898 | val_loss: 0.0312016 | Time: 1116.99 ms [2022-04-19 14:35:49 main:574] : INFO : Epoch 1687 | loss: 0.0311905 | val_loss: 0.0312033 | Time: 1111.99 ms [2022-04-19 14:35:50 main:574] : INFO : Epoch 1688 | loss: 0.0311905 | val_loss: 0.0312021 | Time: 1109.64 ms [2022-04-19 14:35:51 main:574] : INFO : Epoch 1689 | loss: 0.0311893 | val_loss: 0.0312005 | Time: 1108.4 ms [2022-04-19 14:35:53 main:574] : INFO : Epoch 1690 | loss: 0.0311883 | val_loss: 0.0312026 | Time: 1112.63 ms [2022-04-19 14:35:54 main:574] : INFO : Epoch 1691 | loss: 0.0311895 | val_loss: 0.0312025 | Time: 1112.81 ms [2022-04-19 14:35:55 main:574] : INFO : Epoch 1692 | loss: 0.0311891 | val_loss: 0.0312029 | Time: 1113.82 ms [2022-04-19 14:35:56 main:574] : INFO : Epoch 1693 | loss: 0.0311894 | val_loss: 0.0312034 | Time: 1112.08 ms [2022-04-19 14:35:58 main:574] : INFO : Epoch 1694 | loss: 0.0311887 | val_loss: 0.0312025 | Time: 1111.03 ms [2022-04-19 14:35:59 main:574] : INFO : Epoch 1695 | loss: 0.0311898 | val_loss: 0.0312039 | Time: 1112.72 ms [2022-04-19 14:36:00 main:574] : INFO : Epoch 1696 | loss: 0.0311898 | val_loss: 0.0312039 | Time: 1115.29 ms [2022-04-19 14:36:01 main:574] : INFO : Epoch 1697 | loss: 0.0311889 | val_loss: 0.0312015 | Time: 1115.33 ms [2022-04-19 14:36:02 main:574] : INFO : Epoch 1698 | loss: 0.0311884 | val_loss: 0.0312016 | Time: 1113.69 ms [2022-04-19 14:36:04 main:574] : INFO : Epoch 1699 | loss: 0.0311901 | val_loss: 0.0312028 | Time: 1113.49 ms [2022-04-19 14:36:05 main:574] : INFO : Epoch 1700 | loss: 0.0311898 | val_loss: 0.0312023 | Time: 1113.57 ms [2022-04-19 14:36:06 main:574] : INFO : Epoch 1701 | loss: 0.031192 | val_loss: 0.0312025 | Time: 1113.26 ms [2022-04-19 14:36:07 main:574] : INFO : Epoch 1702 | loss: 0.031192 | val_loss: 0.0312012 | Time: 1110.37 ms [2022-04-19 14:36:08 main:574] : INFO : Epoch 1703 | loss: 0.0311905 | val_loss: 0.031202 | Time: 1111.26 ms [2022-04-19 14:36:10 main:574] : INFO : Epoch 1704 | loss: 0.0311903 | val_loss: 0.0312024 | Time: 1113.15 ms [2022-04-19 14:36:11 main:574] : INFO : Epoch 1705 | loss: 0.03119 | val_loss: 0.0312034 | Time: 1109.98 ms [2022-04-19 14:36:12 main:574] : INFO : Epoch 1706 | loss: 0.0311906 | val_loss: 0.0312039 | Time: 1116.33 ms [2022-04-19 14:36:13 main:574] : INFO : Epoch 1707 | loss: 0.0311903 | val_loss: 0.0312057 | Time: 1113.82 ms [2022-04-19 14:36:14 main:574] : INFO : Epoch 1708 | loss: 0.0311908 | val_loss: 0.0312082 | Time: 1109.25 ms [2022-04-19 14:36:16 main:574] : INFO : Epoch 1709 | loss: 0.0311917 | val_loss: 0.0312036 | Time: 1121.23 ms [2022-04-19 14:36:17 main:574] : INFO : Epoch 1710 | loss: 0.0311907 | val_loss: 0.0312017 | Time: 1114.28 ms [2022-04-19 14:36:18 main:574] : INFO : Epoch 1711 | loss: 0.0311898 | val_loss: 0.0312024 | Time: 1111.87 ms [2022-04-19 14:36:19 main:574] : INFO : Epoch 1712 | loss: 0.0311904 | val_loss: 0.0312036 | Time: 1114.67 ms [2022-04-19 14:36:20 main:574] : INFO : Epoch 1713 | loss: 0.0311898 | val_loss: 0.0312005 | Time: 1112.79 ms [2022-04-19 14:36:22 main:574] : INFO : Epoch 1714 | loss: 0.0311888 | val_loss: 0.0312015 | Time: 1115.95 ms [2022-04-19 14:36:23 main:574] : INFO : Epoch 1715 | loss: 0.0311892 | val_loss: 0.031204 | Time: 1115.68 ms [2022-04-19 14:36:24 main:574] : INFO : Epoch 1716 | loss: 0.0311903 | val_loss: 0.0312076 | Time: 1111.68 ms [2022-04-19 14:36:25 main:574] : INFO : Epoch 1717 | loss: 0.0311916 | val_loss: 0.0312019 | Time: 1112.86 ms [2022-04-19 14:36:26 main:574] : INFO : Epoch 1718 | loss: 0.0311915 | val_loss: 0.031202 | Time: 1116.78 ms [2022-04-19 14:36:28 main:574] : INFO : Epoch 1719 | loss: 0.0311921 | val_loss: 0.0312048 | Time: 1113.97 ms [2022-04-19 14:36:29 main:574] : INFO : Epoch 1720 | loss: 0.0311939 | val_loss: 0.0312039 | Time: 1111.15 ms [2022-04-19 14:36:30 main:574] : INFO : Epoch 1721 | loss: 0.031192 | val_loss: 0.0312041 | Time: 1112.68 ms [2022-04-19 14:36:31 main:574] : INFO : Epoch 1722 | loss: 0.0311911 | val_loss: 0.0312012 | Time: 1110.05 ms [2022-04-19 14:36:32 main:574] : INFO : Epoch 1723 | loss: 0.0311944 | val_loss: 0.0312028 | Time: 1117.09 ms [2022-04-19 14:36:34 main:574] : INFO : Epoch 1724 | loss: 0.0311927 | val_loss: 0.0312033 | Time: 1112.04 ms [2022-04-19 14:36:35 main:574] : INFO : Epoch 1725 | loss: 0.0311915 | val_loss: 0.0312034 | Time: 1111.04 ms [2022-04-19 14:36:36 main:574] : INFO : Epoch 1726 | loss: 0.0311936 | val_loss: 0.0312047 | Time: 1114.19 ms [2022-04-19 14:36:37 main:574] : INFO : Epoch 1727 | loss: 0.0311918 | val_loss: 0.0312013 | Time: 1109.06 ms [2022-04-19 14:36:38 main:574] : INFO : Epoch 1728 | loss: 0.031191 | val_loss: 0.0312048 | Time: 1110.48 ms [2022-04-19 14:36:40 main:574] : INFO : Epoch 1729 | loss: 0.0311904 | val_loss: 0.0312016 | Time: 1111.02 ms [2022-04-19 14:36:41 main:574] : INFO : Epoch 1730 | loss: 0.0311893 | val_loss: 0.0312026 | Time: 1109.03 ms [2022-04-19 14:36:42 main:574] : INFO : Epoch 1731 | loss: 0.0312007 | val_loss: 0.0312084 | Time: 1113.6 ms [2022-04-19 14:36:43 main:574] : INFO : Epoch 1732 | loss: 0.0311927 | val_loss: 0.0312004 | Time: 1113.72 ms [2022-04-19 14:36:44 main:574] : INFO : Epoch 1733 | loss: 0.0311924 | val_loss: 0.0311986 | Time: 1110.35 ms [2022-04-19 14:36:46 main:574] : INFO : Epoch 1734 | loss: 0.031192 | val_loss: 0.0311977 | Time: 1114.94 ms [2022-04-19 14:36:47 main:574] : INFO : Epoch 1735 | loss: 0.0311925 | val_loss: 0.0311987 | Time: 1107.86 ms [2022-04-19 14:36:48 main:574] : INFO : Epoch 1736 | loss: 0.0311925 | val_loss: 0.0311993 | Time: 1112.71 ms [2022-04-19 14:36:49 main:574] : INFO : Epoch 1737 | loss: 0.0311897 | val_loss: 0.0311985 | Time: 1109.24 ms [2022-04-19 14:36:50 main:574] : INFO : Epoch 1738 | loss: 0.0311937 | val_loss: 0.0312057 | Time: 1109.44 ms [2022-04-19 14:36:52 main:574] : INFO : Epoch 1739 | loss: 0.0311918 | val_loss: 0.0312002 | Time: 1114.48 ms [2022-04-19 14:36:53 main:574] : INFO : Epoch 1740 | loss: 0.0311906 | val_loss: 0.0311999 | Time: 1108.6 ms [2022-04-19 14:36:54 main:574] : INFO : Epoch 1741 | loss: 0.0311897 | val_loss: 0.0311979 | Time: 1120.58 ms [2022-04-19 14:36:55 main:574] : INFO : Epoch 1742 | loss: 0.0311912 | val_loss: 0.0312014 | Time: 1114.55 ms [2022-04-19 14:36:56 main:574] : INFO : Epoch 1743 | loss: 0.0311919 | val_loss: 0.0311994 | Time: 1112.99 ms [2022-04-19 14:36:57 main:574] : INFO : Epoch 1744 | loss: 0.0311902 | val_loss: 0.0311978 | Time: 1113.67 ms [2022-04-19 14:36:59 main:574] : INFO : Epoch 1745 | loss: 0.0311904 | val_loss: 0.0312022 | Time: 1112.98 ms [2022-04-19 14:37:00 main:574] : INFO : Epoch 1746 | loss: 0.0311906 | val_loss: 0.031199 | Time: 1113.6 ms [2022-04-19 14:37:01 main:574] : INFO : Epoch 1747 | loss: 0.0311896 | val_loss: 0.0311992 | Time: 1111.52 ms [2022-04-19 14:37:02 main:574] : INFO : Epoch 1748 | loss: 0.0311918 | val_loss: 0.0312031 | Time: 1114.4 ms [2022-04-19 14:37:03 main:574] : INFO : Epoch 1749 | loss: 0.0311921 | val_loss: 0.0312021 | Time: 1109.79 ms [2022-04-19 14:37:05 main:574] : INFO : Epoch 1750 | loss: 0.0311906 | val_loss: 0.0311996 | Time: 1119.05 ms [2022-04-19 14:37:06 main:574] : INFO : Epoch 1751 | loss: 0.0311889 | val_loss: 0.0311977 | Time: 1114.33 ms [2022-04-19 14:37:07 main:574] : INFO : Epoch 1752 | loss: 0.031189 | val_loss: 0.0312018 | Time: 1109.36 ms [2022-04-19 14:37:08 main:574] : INFO : Epoch 1753 | loss: 0.0311922 | val_loss: 0.0312009 | Time: 1111.66 ms [2022-04-19 14:37:10 main:574] : INFO : Epoch 1754 | loss: 0.0311918 | val_loss: 0.0312044 | Time: 1109.66 ms [2022-04-19 14:37:11 main:574] : INFO : Epoch 1755 | loss: 0.0311928 | val_loss: 0.0311995 | Time: 1115.37 ms [2022-04-19 14:37:12 main:574] : INFO : Epoch 1756 | loss: 0.0311967 | val_loss: 0.0312101 | Time: 1113.37 ms [2022-04-19 14:37:13 main:574] : INFO : Epoch 1757 | loss: 0.0311923 | val_loss: 0.0311983 | Time: 1115.9 ms [2022-04-19 14:37:14 main:574] : INFO : Epoch 1758 | loss: 0.0311933 | val_loss: 0.0312041 | Time: 1109.2 ms [2022-04-19 14:37:16 main:574] : INFO : Epoch 1759 | loss: 0.0311897 | val_loss: 0.0311992 | Time: 1112.3 ms [2022-04-19 14:37:17 main:574] : INFO : Epoch 1760 | loss: 0.03119 | val_loss: 0.0312003 | Time: 1111.27 ms [2022-04-19 14:37:18 main:574] : INFO : Epoch 1761 | loss: 0.0311889 | val_loss: 0.0312016 | Time: 1112.77 ms [2022-04-19 14:37:19 main:574] : INFO : Epoch 1762 | loss: 0.0311886 | val_loss: 0.0312006 | Time: 1111.51 ms [2022-04-19 14:37:20 main:574] : INFO : Epoch 1763 | loss: 0.0311893 | val_loss: 0.0312027 | Time: 1110.72 ms [2022-04-19 14:37:21 main:574] : INFO : Epoch 1764 | loss: 0.0311942 | val_loss: 0.0312015 | Time: 1114.88 ms [2022-04-19 14:37:23 main:574] : INFO : Epoch 1765 | loss: 0.0311955 | val_loss: 0.0312039 | Time: 1108.23 ms [2022-04-19 14:37:24 main:574] : INFO : Epoch 1766 | loss: 0.0311953 | val_loss: 0.0312 | Time: 1117.79 ms [2022-04-19 14:37:25 main:574] : INFO : Epoch 1767 | loss: 0.0311914 | val_loss: 0.031201 | Time: 1113.15 ms [2022-04-19 14:37:26 main:574] : INFO : Epoch 1768 | loss: 0.0311919 | val_loss: 0.0312003 | Time: 1111.29 ms [2022-04-19 14:37:27 main:574] : INFO : Epoch 1769 | loss: 0.0311917 | val_loss: 0.031203 | Time: 1115.46 ms [2022-04-19 14:37:29 main:574] : INFO : Epoch 1770 | loss: 0.0311915 | val_loss: 0.0312019 | Time: 1111.55 ms [2022-04-19 14:37:30 main:574] : INFO : Epoch 1771 | loss: 0.0311913 | val_loss: 0.0312027 | Time: 1113.12 ms [2022-04-19 14:37:31 main:574] : INFO : Epoch 1772 | loss: 0.0311892 | val_loss: 0.0312005 | Time: 1107.12 ms [2022-04-19 14:37:32 main:574] : INFO : Epoch 1773 | loss: 0.031189 | val_loss: 0.0312022 | Time: 1113.5 ms [2022-04-19 14:37:33 main:574] : INFO : Epoch 1774 | loss: 0.0311886 | val_loss: 0.0312009 | Time: 1109.57 ms [2022-04-19 14:37:35 main:574] : INFO : Epoch 1775 | loss: 0.0311885 | val_loss: 0.0312029 | Time: 1113.89 ms [2022-04-19 14:37:36 main:574] : INFO : Epoch 1776 | loss: 0.031195 | val_loss: 0.0312052 | Time: 1111.25 ms [2022-04-19 14:37:37 main:574] : INFO : Epoch 1777 | loss: 0.0311976 | val_loss: 0.0311987 | Time: 1110.27 ms [2022-04-19 14:37:38 main:574] : INFO : Epoch 1778 | loss: 0.0311937 | val_loss: 0.0311966 | Time: 1108.29 ms [2022-04-19 14:37:40 main:574] : INFO : Epoch 1779 | loss: 0.0311933 | val_loss: 0.0311974 | Time: 1112.94 ms [2022-04-19 14:37:41 main:574] : INFO : Epoch 1780 | loss: 0.0311918 | val_loss: 0.0311973 | Time: 1112.31 ms [2022-04-19 14:37:42 main:574] : INFO : Epoch 1781 | loss: 0.0311917 | val_loss: 0.0311973 | Time: 1110.96 ms [2022-04-19 14:37:43 main:574] : INFO : Epoch 1782 | loss: 0.0311918 | val_loss: 0.0311978 | Time: 1117.85 ms [2022-04-19 14:37:44 main:574] : INFO : Epoch 1783 | loss: 0.0311922 | val_loss: 0.0311984 | Time: 1116.22 ms [2022-04-19 14:37:45 main:574] : INFO : Epoch 1784 | loss: 0.031192 | val_loss: 0.0311984 | Time: 1112.38 ms [2022-04-19 14:37:47 main:574] : INFO : Epoch 1785 | loss: 0.031191 | val_loss: 0.0311969 | Time: 1111.4 ms [2022-04-19 14:37:48 main:574] : INFO : Epoch 1786 | loss: 0.0311913 | val_loss: 0.0311978 | Time: 1109.94 ms [2022-04-19 14:37:49 main:574] : INFO : Epoch 1787 | loss: 0.0311923 | val_loss: 0.0311977 | Time: 1110.47 ms [2022-04-19 14:37:50 main:574] : INFO : Epoch 1788 | loss: 0.0311933 | val_loss: 0.0311984 | Time: 1112.89 ms [2022-04-19 14:37:51 main:574] : INFO : Epoch 1789 | loss: 0.0311919 | val_loss: 0.0311997 | Time: 1114.73 ms [2022-04-19 14:37:53 main:574] : INFO : Epoch 1790 | loss: 0.0311908 | val_loss: 0.031197 | Time: 1118 ms [2022-04-19 14:37:54 main:574] : INFO : Epoch 1791 | loss: 0.0311923 | val_loss: 0.031202 | Time: 1109.23 ms [2022-04-19 14:37:55 main:574] : INFO : Epoch 1792 | loss: 0.0311907 | val_loss: 0.0312003 | Time: 1107.35 ms [2022-04-19 14:37:56 main:574] : INFO : Epoch 1793 | loss: 0.0311929 | val_loss: 0.0312022 | Time: 1113.64 ms [2022-04-19 14:37:58 main:574] : INFO : Epoch 1794 | loss: 0.0311905 | val_loss: 0.0311991 | Time: 1115.2 ms [2022-04-19 14:37:59 main:574] : INFO : Epoch 1795 | loss: 0.031191 | val_loss: 0.031198 | Time: 1118.61 ms [2022-04-19 14:38:00 main:574] : INFO : Epoch 1796 | loss: 0.0311936 | val_loss: 0.0311992 | Time: 1113.37 ms [2022-04-19 14:38:01 main:574] : INFO : Epoch 1797 | loss: 0.0311942 | val_loss: 0.0312051 | Time: 1111.42 ms [2022-04-19 14:38:02 main:574] : INFO : Epoch 1798 | loss: 0.0311934 | val_loss: 0.0312035 | Time: 1109.61 ms [2022-04-19 14:38:04 main:574] : INFO : Epoch 1799 | loss: 0.0311912 | val_loss: 0.031201 | Time: 1112.85 ms [2022-04-19 14:38:05 main:574] : INFO : Epoch 1800 | loss: 0.0311903 | val_loss: 0.0311998 | Time: 1111.32 ms [2022-04-19 14:38:06 main:574] : INFO : Epoch 1801 | loss: 0.0311911 | val_loss: 0.0311971 | Time: 1113.71 ms [2022-04-19 14:38:07 main:574] : INFO : Epoch 1802 | loss: 0.031191 | val_loss: 0.031203 | Time: 1109.91 ms [2022-04-19 14:38:08 main:574] : INFO : Epoch 1803 | loss: 0.0311919 | val_loss: 0.0311986 | Time: 1115.12 ms [2022-04-19 14:38:10 main:574] : INFO : Epoch 1804 | loss: 0.0311909 | val_loss: 0.0311978 | Time: 1111.53 ms [2022-04-19 14:38:11 main:574] : INFO : Epoch 1805 | loss: 0.0311902 | val_loss: 0.0311971 | Time: 1112.34 ms [2022-04-19 14:38:12 main:574] : INFO : Epoch 1806 | loss: 0.0311923 | val_loss: 0.0311993 | Time: 1112.06 ms [2022-04-19 14:38:13 main:574] : INFO : Epoch 1807 | loss: 0.0311901 | val_loss: 0.0312006 | Time: 1112.88 ms [2022-04-19 14:38:14 main:574] : INFO : Epoch 1808 | loss: 0.0311918 | val_loss: 0.031198 | Time: 1110.98 ms [2022-04-19 14:38:16 main:574] : INFO : Epoch 1809 | loss: 0.0311899 | val_loss: 0.0311982 | Time: 1114.99 ms [2022-04-19 14:38:17 main:574] : INFO : Epoch 1810 | loss: 0.0311913 | val_loss: 0.0311986 | Time: 1115.44 ms [2022-04-19 14:38:18 main:574] : INFO : Epoch 1811 | loss: 0.0311899 | val_loss: 0.031197 | Time: 1112.17 ms [2022-04-19 14:38:19 main:574] : INFO : Epoch 1812 | loss: 0.0311902 | val_loss: 0.0311989 | Time: 1110.69 ms [2022-04-19 14:38:20 main:574] : INFO : Epoch 1813 | loss: 0.0311902 | val_loss: 0.0311978 | Time: 1108.95 ms [2022-04-19 14:38:22 main:574] : INFO : Epoch 1814 | loss: 0.0311918 | val_loss: 0.0311983 | Time: 1112.18 ms [2022-04-19 14:38:23 main:574] : INFO : Epoch 1815 | loss: 0.0311898 | val_loss: 0.0311985 | Time: 1114.01 ms [2022-04-19 14:38:24 main:574] : INFO : Epoch 1816 | loss: 0.0311897 | val_loss: 0.0311983 | Time: 1115.64 ms [2022-04-19 14:38:25 main:574] : INFO : Epoch 1817 | loss: 0.0311897 | val_loss: 0.0312028 | Time: 1112.02 ms [2022-04-19 14:38:26 main:574] : INFO : Epoch 1818 | loss: 0.031195 | val_loss: 0.0312008 | Time: 1111.84 ms [2022-04-19 14:38:28 main:574] : INFO : Epoch 1819 | loss: 0.0311919 | val_loss: 0.0312011 | Time: 1125.14 ms [2022-04-19 14:38:29 main:574] : INFO : Epoch 1820 | loss: 0.0311945 | val_loss: 0.0312031 | Time: 1123.03 ms [2022-04-19 14:38:30 main:574] : INFO : Epoch 1821 | loss: 0.0311915 | val_loss: 0.0311983 | Time: 1112.46 ms [2022-04-19 14:38:31 main:574] : INFO : Epoch 1822 | loss: 0.0311902 | val_loss: 0.0312007 | Time: 1112.3 ms [2022-04-19 14:38:32 main:574] : INFO : Epoch 1823 | loss: 0.0311913 | val_loss: 0.0311991 | Time: 1116.81 ms [2022-04-19 14:38:34 main:574] : INFO : Epoch 1824 | loss: 0.03119 | val_loss: 0.0312011 | Time: 1114.69 ms [2022-04-19 14:38:35 main:574] : INFO : Epoch 1825 | loss: 0.0311917 | val_loss: 0.0312032 | Time: 1112.75 ms [2022-04-19 14:38:36 main:574] : INFO : Epoch 1826 | loss: 0.0311903 | val_loss: 0.0311989 | Time: 1114.35 ms [2022-04-19 14:38:37 main:574] : INFO : Epoch 1827 | loss: 0.0311902 | val_loss: 0.0311988 | Time: 1115.59 ms [2022-04-19 14:38:38 main:574] : INFO : Epoch 1828 | loss: 0.0311896 | val_loss: 0.0311994 | Time: 1111.05 ms [2022-04-19 14:38:40 main:574] : INFO : Epoch 1829 | loss: 0.0311892 | val_loss: 0.0311998 | Time: 1113.13 ms [2022-04-19 14:38:41 main:574] : INFO : Epoch 1830 | loss: 0.0311893 | val_loss: 0.031199 | Time: 1111.55 ms [2022-04-19 14:38:42 main:574] : INFO : Epoch 1831 | loss: 0.031189 | val_loss: 0.0311994 | Time: 1112.89 ms [2022-04-19 14:38:43 main:574] : INFO : Epoch 1832 | loss: 0.0311891 | val_loss: 0.0311997 | Time: 1113.84 ms [2022-04-19 14:38:44 main:574] : INFO : Epoch 1833 | loss: 0.0311885 | val_loss: 0.0311986 | Time: 1116.46 ms [2022-04-19 14:38:46 main:574] : INFO : Epoch 1834 | loss: 0.0311887 | val_loss: 0.0312017 | Time: 1116.8 ms [2022-04-19 14:38:47 main:574] : INFO : Epoch 1835 | loss: 0.0311896 | val_loss: 0.0311987 | Time: 1112.92 ms [2022-04-19 14:38:48 main:574] : INFO : Epoch 1836 | loss: 0.0311884 | val_loss: 0.0312002 | Time: 1112.75 ms [2022-04-19 14:38:49 main:574] : INFO : Epoch 1837 | loss: 0.0311889 | val_loss: 0.0312023 | Time: 1109.82 ms [2022-04-19 14:38:50 main:574] : INFO : Epoch 1838 | loss: 0.0311885 | val_loss: 0.0311981 | Time: 1111.52 ms [2022-04-19 14:38:52 main:574] : INFO : Epoch 1839 | loss: 0.0311886 | val_loss: 0.0312002 | Time: 1114.13 ms [2022-04-19 14:38:53 main:574] : INFO : Epoch 1840 | loss: 0.0311895 | val_loss: 0.0311987 | Time: 1110.01 ms [2022-04-19 14:38:54 main:574] : INFO : Epoch 1841 | loss: 0.0311905 | val_loss: 0.0311997 | Time: 1120.5 ms [2022-04-19 14:38:55 main:574] : INFO : Epoch 1842 | loss: 0.0311909 | val_loss: 0.0312005 | Time: 1111.79 ms [2022-04-19 14:38:56 main:574] : INFO : Epoch 1843 | loss: 0.0311893 | val_loss: 0.0312016 | Time: 1114.2 ms [2022-04-19 14:38:58 main:574] : INFO : Epoch 1844 | loss: 0.0311904 | val_loss: 0.0312001 | Time: 1118.79 ms [2022-04-19 14:38:59 main:574] : INFO : Epoch 1845 | loss: 0.0311914 | val_loss: 0.0312035 | Time: 1115.8 ms [2022-04-19 14:39:00 main:574] : INFO : Epoch 1846 | loss: 0.0311906 | val_loss: 0.0311987 | Time: 1116.51 ms [2022-04-19 14:39:01 main:574] : INFO : Epoch 1847 | loss: 0.031189 | val_loss: 0.0312004 | Time: 1109.54 ms [2022-04-19 14:39:02 main:574] : INFO : Epoch 1848 | loss: 0.031191 | val_loss: 0.0312026 | Time: 1114.32 ms [2022-04-19 14:39:03 main:574] : INFO : Epoch 1849 | loss: 0.0311934 | val_loss: 0.031202 | Time: 1108.91 ms [2022-04-19 14:39:05 main:574] : INFO : Epoch 1850 | loss: 0.0311898 | val_loss: 0.0311988 | Time: 1112.54 ms [2022-04-19 14:39:06 main:574] : INFO : Epoch 1851 | loss: 0.0311898 | val_loss: 0.0311988 | Time: 1111.49 ms [2022-04-19 14:39:07 main:574] : INFO : Epoch 1852 | loss: 0.0311896 | val_loss: 0.0311982 | Time: 1114.68 ms [2022-04-19 14:39:08 main:574] : INFO : Epoch 1853 | loss: 0.0311889 | val_loss: 0.0312012 | Time: 1113.3 ms [2022-04-19 14:39:10 main:574] : INFO : Epoch 1854 | loss: 0.0311879 | val_loss: 0.0311974 | Time: 1112.07 ms [2022-04-19 14:39:11 main:574] : INFO : Epoch 1855 | loss: 0.031188 | val_loss: 0.0311976 | Time: 1109.94 ms [2022-04-19 14:39:12 main:574] : INFO : Epoch 1856 | loss: 0.0311895 | val_loss: 0.0311976 | Time: 1107.72 ms [2022-04-19 14:39:13 main:574] : INFO : Epoch 1857 | loss: 0.0311892 | val_loss: 0.0312028 | Time: 1112.8 ms [2022-04-19 14:39:14 main:574] : INFO : Epoch 1858 | loss: 0.0311931 | val_loss: 0.0312074 | Time: 1114.14 ms [2022-04-19 14:39:15 main:574] : INFO : Epoch 1859 | loss: 0.0311917 | val_loss: 0.0311984 | Time: 1108.97 ms [2022-04-19 14:39:17 main:574] : INFO : Epoch 1860 | loss: 0.0311894 | val_loss: 0.0311989 | Time: 1112.65 ms [2022-04-19 14:39:18 main:574] : INFO : Epoch 1861 | loss: 0.0311894 | val_loss: 0.0311988 | Time: 1111.66 ms [2022-04-19 14:39:19 main:574] : INFO : Epoch 1862 | loss: 0.0311886 | val_loss: 0.0311999 | Time: 1114.65 ms [2022-04-19 14:39:20 main:574] : INFO : Epoch 1863 | loss: 0.0311899 | val_loss: 0.0312014 | Time: 1111.64 ms [2022-04-19 14:39:21 main:574] : INFO : Epoch 1864 | loss: 0.0311921 | val_loss: 0.0312061 | Time: 1110.66 ms [2022-04-19 14:39:23 main:574] : INFO : Epoch 1865 | loss: 0.031192 | val_loss: 0.0311977 | Time: 1113.09 ms [2022-04-19 14:39:24 main:574] : INFO : Epoch 1866 | loss: 0.0311907 | val_loss: 0.0312033 | Time: 1113.04 ms [2022-04-19 14:39:25 main:574] : INFO : Epoch 1867 | loss: 0.031191 | val_loss: 0.0311963 | Time: 1113.79 ms [2022-04-19 14:39:26 main:574] : INFO : Epoch 1868 | loss: 0.0311889 | val_loss: 0.0311976 | Time: 1111.94 ms [2022-04-19 14:39:28 main:574] : INFO : Epoch 1869 | loss: 0.0311879 | val_loss: 0.0311984 | Time: 1112.41 ms [2022-04-19 14:39:29 main:574] : INFO : Epoch 1870 | loss: 0.03119 | val_loss: 0.0312019 | Time: 1113.03 ms [2022-04-19 14:39:30 main:574] : INFO : Epoch 1871 | loss: 0.0311901 | val_loss: 0.0312013 | Time: 1110.39 ms [2022-04-19 14:39:31 main:574] : INFO : Epoch 1872 | loss: 0.0311889 | val_loss: 0.031202 | Time: 1111.26 ms [2022-04-19 14:39:32 main:574] : INFO : Epoch 1873 | loss: 0.0311898 | val_loss: 0.0311977 | Time: 1111.53 ms [2022-04-19 14:39:33 main:574] : INFO : Epoch 1874 | loss: 0.0311928 | val_loss: 0.0311994 | Time: 1112.69 ms [2022-04-19 14:39:35 main:574] : INFO : Epoch 1875 | loss: 0.0311892 | val_loss: 0.0311989 | Time: 1115.12 ms [2022-04-19 14:39:36 main:574] : INFO : Epoch 1876 | loss: 0.0311881 | val_loss: 0.0312015 | Time: 1109.97 ms [2022-04-19 14:39:37 main:574] : INFO : Epoch 1877 | loss: 0.0311888 | val_loss: 0.0311969 | Time: 1112.51 ms [2022-04-19 14:39:38 main:574] : INFO : Epoch 1878 | loss: 0.0311892 | val_loss: 0.0311973 | Time: 1112.38 ms [2022-04-19 14:39:39 main:574] : INFO : Epoch 1879 | loss: 0.031191 | val_loss: 0.0312013 | Time: 1112.59 ms [2022-04-19 14:39:41 main:574] : INFO : Epoch 1880 | loss: 0.031189 | val_loss: 0.0312001 | Time: 1112.23 ms [2022-04-19 14:39:42 main:574] : INFO : Epoch 1881 | loss: 0.0311874 | val_loss: 0.031199 | Time: 1109.56 ms [2022-04-19 14:39:43 main:574] : INFO : Epoch 1882 | loss: 0.0311881 | val_loss: 0.0312008 | Time: 1110.49 ms [2022-04-19 14:39:44 main:574] : INFO : Epoch 1883 | loss: 0.031191 | val_loss: 0.0312001 | Time: 1111.49 ms [2022-04-19 14:39:45 main:574] : INFO : Epoch 1884 | loss: 0.0311898 | val_loss: 0.0311964 | Time: 1117.19 ms [2022-04-19 14:39:47 main:574] : INFO : Epoch 1885 | loss: 0.0311893 | val_loss: 0.0312008 | Time: 1114.21 ms [2022-04-19 14:39:48 main:574] : INFO : Epoch 1886 | loss: 0.0311891 | val_loss: 0.0312002 | Time: 1113.47 ms [2022-04-19 14:39:49 main:574] : INFO : Epoch 1887 | loss: 0.0311895 | val_loss: 0.0311973 | Time: 1113.81 ms [2022-04-19 14:39:50 main:574] : INFO : Epoch 1888 | loss: 0.0311875 | val_loss: 0.0311981 | Time: 1114.46 ms [2022-04-19 14:39:51 main:574] : INFO : Epoch 1889 | loss: 0.0311894 | val_loss: 0.0312013 | Time: 1112.39 ms [2022-04-19 14:39:53 main:574] : INFO : Epoch 1890 | loss: 0.0311892 | val_loss: 0.0311999 | Time: 1111.82 ms [2022-04-19 14:39:54 main:574] : INFO : Epoch 1891 | loss: 0.0311896 | val_loss: 0.0312008 | Time: 1111.04 ms [2022-04-19 14:39:55 main:574] : INFO : Epoch 1892 | loss: 0.0311891 | val_loss: 0.0311991 | Time: 1112.53 ms [2022-04-19 14:39:56 main:574] : INFO : Epoch 1893 | loss: 0.0311883 | val_loss: 0.0311981 | Time: 1113.18 ms [2022-04-19 14:39:57 main:574] : INFO : Epoch 1894 | loss: 0.0311878 | val_loss: 0.0311993 | Time: 1113.88 ms [2022-04-19 14:39:59 main:574] : INFO : Epoch 1895 | loss: 0.0311897 | val_loss: 0.0312002 | Time: 1112.16 ms [2022-04-19 14:40:00 main:574] : INFO : Epoch 1896 | loss: 0.0311919 | val_loss: 0.0312051 | Time: 1112.37 ms [2022-04-19 14:40:01 main:574] : INFO : Epoch 1897 | loss: 0.0311908 | val_loss: 0.0311979 | Time: 1141.57 ms [2022-04-19 14:40:02 main:574] : INFO : Epoch 1898 | loss: 0.0311879 | val_loss: 0.0312002 | Time: 1116.45 ms [2022-04-19 14:40:03 main:574] : INFO : Epoch 1899 | loss: 0.0311873 | val_loss: 0.0311977 | Time: 1115.29 ms [2022-04-19 14:40:05 main:574] : INFO : Epoch 1900 | loss: 0.031188 | val_loss: 0.0311982 | Time: 1112.76 ms [2022-04-19 14:40:06 main:574] : INFO : Epoch 1901 | loss: 0.0311884 | val_loss: 0.0312015 | Time: 1110.72 ms [2022-04-19 14:40:07 main:574] : INFO : Epoch 1902 | loss: 0.0311884 | val_loss: 0.0311987 | Time: 1111.75 ms [2022-04-19 14:40:08 main:574] : INFO : Epoch 1903 | loss: 0.0311882 | val_loss: 0.0312019 | Time: 1111.29 ms [2022-04-19 14:40:09 main:574] : INFO : Epoch 1904 | loss: 0.0311889 | val_loss: 0.0311984 | Time: 1112.13 ms [2022-04-19 14:40:11 main:574] : INFO : Epoch 1905 | loss: 0.0311894 | val_loss: 0.0311982 | Time: 1111.23 ms [2022-04-19 14:40:12 main:574] : INFO : Epoch 1906 | loss: 0.0311876 | val_loss: 0.0312011 | Time: 1113.01 ms [2022-04-19 14:40:13 main:574] : INFO : Epoch 1907 | loss: 0.0311878 | val_loss: 0.0311989 | Time: 1111.2 ms [2022-04-19 14:40:14 main:574] : INFO : Epoch 1908 | loss: 0.0311898 | val_loss: 0.0311973 | Time: 1111.95 ms [2022-04-19 14:40:15 main:574] : INFO : Epoch 1909 | loss: 0.0311892 | val_loss: 0.0311997 | Time: 1114.99 ms [2022-04-19 14:40:17 main:574] : INFO : Epoch 1910 | loss: 0.0311875 | val_loss: 0.0311988 | Time: 1117.45 ms [2022-04-19 14:40:18 main:574] : INFO : Epoch 1911 | loss: 0.0311873 | val_loss: 0.0311979 | Time: 1112.34 ms [2022-04-19 14:40:19 main:574] : INFO : Epoch 1912 | loss: 0.0311883 | val_loss: 0.0312027 | Time: 1111.77 ms [2022-04-19 14:40:20 main:574] : INFO : Epoch 1913 | loss: 0.031192 | val_loss: 0.0311996 | Time: 1109.23 ms [2022-04-19 14:40:21 main:574] : INFO : Epoch 1914 | loss: 0.0311902 | val_loss: 0.0312046 | Time: 1109.44 ms [2022-04-19 14:40:23 main:574] : INFO : Epoch 1915 | loss: 0.0311874 | val_loss: 0.0312002 | Time: 1108.21 ms [2022-04-19 14:40:24 main:574] : INFO : Epoch 1916 | loss: 0.031188 | val_loss: 0.0311992 | Time: 1109.98 ms [2022-04-19 14:40:25 main:574] : INFO : Epoch 1917 | loss: 0.0311874 | val_loss: 0.0311998 | Time: 1113.41 ms [2022-04-19 14:40:26 main:574] : INFO : Epoch 1918 | loss: 0.031189 | val_loss: 0.0312 | Time: 1109.79 ms [2022-04-19 14:40:27 main:574] : INFO : Epoch 1919 | loss: 0.0311883 | val_loss: 0.0312002 | Time: 1108.44 ms [2022-04-19 14:40:29 main:574] : INFO : Epoch 1920 | loss: 0.0311893 | val_loss: 0.031202 | Time: 1107.09 ms [2022-04-19 14:40:30 main:574] : INFO : Epoch 1921 | loss: 0.0311891 | val_loss: 0.0312013 | Time: 1112.04 ms [2022-04-19 14:40:31 main:574] : INFO : Epoch 1922 | loss: 0.0311884 | val_loss: 0.0312006 | Time: 1108.88 ms [2022-04-19 14:40:32 main:574] : INFO : Epoch 1923 | loss: 0.0311908 | val_loss: 0.0312009 | Time: 1111.92 ms [2022-04-19 14:40:33 main:574] : INFO : Epoch 1924 | loss: 0.0311883 | val_loss: 0.0312018 | Time: 1110.23 ms [2022-04-19 14:40:35 main:574] : INFO : Epoch 1925 | loss: 0.0311889 | val_loss: 0.031198 | Time: 1108.01 ms [2022-04-19 14:40:36 main:574] : INFO : Epoch 1926 | loss: 0.0311878 | val_loss: 0.0312 | Time: 1109.13 ms [2022-04-19 14:40:37 main:574] : INFO : Epoch 1927 | loss: 0.031188 | val_loss: 0.0311982 | Time: 1106.72 ms [2022-04-19 14:40:38 main:574] : INFO : Epoch 1928 | loss: 0.0311888 | val_loss: 0.0311999 | Time: 1108.66 ms [2022-04-19 14:40:39 main:574] : INFO : Epoch 1929 | loss: 0.0311885 | val_loss: 0.0312023 | Time: 1110.84 ms [2022-04-19 14:40:41 main:574] : INFO : Epoch 1930 | loss: 0.0311915 | val_loss: 0.0312016 | Time: 1109.27 ms [2022-04-19 14:40:42 main:574] : INFO : Epoch 1931 | loss: 0.0311904 | val_loss: 0.0312041 | Time: 1121.19 ms [2022-04-19 14:40:43 main:574] : INFO : Epoch 1932 | loss: 0.031189 | val_loss: 0.0312001 | Time: 1110.14 ms [2022-04-19 14:40:44 main:574] : INFO : Epoch 1933 | loss: 0.0311918 | val_loss: 0.0312028 | Time: 1112.93 ms [2022-04-19 14:40:45 main:574] : INFO : Epoch 1934 | loss: 0.0311896 | val_loss: 0.0312005 | Time: 1113.04 ms [2022-04-19 14:40:47 main:574] : INFO : Epoch 1935 | loss: 0.03119 | val_loss: 0.0311979 | Time: 1114.67 ms [2022-04-19 14:40:48 main:574] : INFO : Epoch 1936 | loss: 0.0311908 | val_loss: 0.0311974 | Time: 1115.76 ms [2022-04-19 14:40:49 main:574] : INFO : Epoch 1937 | loss: 0.0311913 | val_loss: 0.0311966 | Time: 1112.08 ms [2022-04-19 14:40:50 main:574] : INFO : Epoch 1938 | loss: 0.0311897 | val_loss: 0.0312001 | Time: 1115.01 ms [2022-04-19 14:40:51 main:574] : INFO : Epoch 1939 | loss: 0.0311918 | val_loss: 0.0312043 | Time: 1113.26 ms [2022-04-19 14:40:53 main:574] : INFO : Epoch 1940 | loss: 0.0311902 | val_loss: 0.031198 | Time: 1114.19 ms [2022-04-19 14:40:54 main:574] : INFO : Epoch 1941 | loss: 0.0311894 | val_loss: 0.0311978 | Time: 1112.25 ms [2022-04-19 14:40:55 main:574] : INFO : Epoch 1942 | loss: 0.0311899 | val_loss: 0.0311975 | Time: 1112.36 ms [2022-04-19 14:40:56 main:574] : INFO : Epoch 1943 | loss: 0.0311882 | val_loss: 0.0311978 | Time: 1117.62 ms [2022-04-19 14:40:57 main:574] : INFO : Epoch 1944 | loss: 0.0311903 | val_loss: 0.0311995 | Time: 1113.5 ms [2022-04-19 14:40:59 main:574] : INFO : Epoch 1945 | loss: 0.0311942 | val_loss: 0.0311981 | Time: 1113.61 ms [2022-04-19 14:41:00 main:574] : INFO : Epoch 1946 | loss: 0.0311917 | val_loss: 0.0311969 | Time: 1114.11 ms [2022-04-19 14:41:01 main:574] : INFO : Epoch 1947 | loss: 0.0311884 | val_loss: 0.0311972 | Time: 1129.8 ms [2022-04-19 14:41:02 main:574] : INFO : Epoch 1948 | loss: 0.031188 | val_loss: 0.0311971 | Time: 1112.79 ms [2022-04-19 14:41:03 main:574] : INFO : Epoch 1949 | loss: 0.0311888 | val_loss: 0.0312011 | Time: 1118.62 ms [2022-04-19 14:41:04 main:574] : INFO : Epoch 1950 | loss: 0.0311906 | val_loss: 0.031198 | Time: 1115.89 ms [2022-04-19 14:41:06 main:574] : INFO : Epoch 1951 | loss: 0.0311884 | val_loss: 0.0311976 | Time: 1119.04 ms [2022-04-19 14:41:07 main:574] : INFO : Epoch 1952 | loss: 0.031188 | val_loss: 0.0311983 | Time: 1111.04 ms [2022-04-19 14:41:08 main:574] : INFO : Epoch 1953 | loss: 0.0311878 | val_loss: 0.0311983 | Time: 1113.84 ms [2022-04-19 14:41:09 main:574] : INFO : Epoch 1954 | loss: 0.0311879 | val_loss: 0.0311986 | Time: 1113.56 ms [2022-04-19 14:41:10 main:574] : INFO : Epoch 1955 | loss: 0.0311911 | val_loss: 0.0311996 | Time: 1115.74 ms [2022-04-19 14:41:11 main:574] : INFO : Epoch 1956 | loss: 0.0311888 | val_loss: 0.0312 | Time: 1117.27 ms [2022-04-19 14:41:13 main:574] : INFO : Epoch 1957 | loss: 0.0311876 | val_loss: 0.0312007 | Time: 1105.56 ms [2022-04-19 14:41:14 main:574] : INFO : Epoch 1958 | loss: 0.0311879 | val_loss: 0.0312001 | Time: 1112.11 ms [2022-04-19 14:41:15 main:574] : INFO : Epoch 1959 | loss: 0.0311883 | val_loss: 0.0312009 | Time: 1105.57 ms [2022-04-19 14:41:16 main:574] : INFO : Epoch 1960 | loss: 0.0311873 | val_loss: 0.0311999 | Time: 1114.97 ms [2022-04-19 14:41:17 main:574] : INFO : Epoch 1961 | loss: 0.0311881 | val_loss: 0.0312015 | Time: 1110.54 ms [2022-04-19 14:41:19 main:574] : INFO : Epoch 1962 | loss: 0.0311871 | val_loss: 0.0312014 | Time: 1112.79 ms [2022-04-19 14:41:20 main:574] : INFO : Epoch 1963 | loss: 0.031187 | val_loss: 0.0312014 | Time: 1116.43 ms [2022-04-19 14:41:21 main:574] : INFO : Epoch 1964 | loss: 0.0311873 | val_loss: 0.0312104 | Time: 1109.34 ms [2022-04-19 14:41:22 main:574] : INFO : Epoch 1965 | loss: 0.0311887 | val_loss: 0.0311999 | Time: 1111.22 ms [2022-04-19 14:41:23 main:574] : INFO : Epoch 1966 | loss: 0.0311872 | val_loss: 0.0312109 | Time: 1113.89 ms [2022-04-19 14:41:25 main:574] : INFO : Epoch 1967 | loss: 0.0311867 | val_loss: 0.0312077 | Time: 1110.86 ms [2022-04-19 14:41:26 main:574] : INFO : Epoch 1968 | loss: 0.0311874 | val_loss: 0.0312063 | Time: 1107.75 ms [2022-04-19 14:41:27 main:574] : INFO : Epoch 1969 | loss: 0.031189 | val_loss: 0.0312041 | Time: 1111.85 ms [2022-04-19 14:41:28 main:574] : INFO : Epoch 1970 | loss: 0.0311918 | val_loss: 0.0312147 | Time: 1115.1 ms [2022-04-19 14:41:29 main:574] : INFO : Epoch 1971 | loss: 0.0311959 | val_loss: 0.0312159 | Time: 1112.45 ms [2022-04-19 14:41:31 main:574] : INFO : Epoch 1972 | loss: 0.0311909 | val_loss: 0.0311995 | Time: 1112.76 ms [2022-04-19 14:41:32 main:574] : INFO : Epoch 1973 | loss: 0.031188 | val_loss: 0.0312034 | Time: 1114.07 ms [2022-04-19 14:41:33 main:574] : INFO : Epoch 1974 | loss: 0.031187 | val_loss: 0.0312061 | Time: 1110.62 ms [2022-04-19 14:41:34 main:574] : INFO : Epoch 1975 | loss: 0.0311872 | val_loss: 0.0312064 | Time: 1110.84 ms [2022-04-19 14:41:35 main:574] : INFO : Epoch 1976 | loss: 0.0311875 | val_loss: 0.0312062 | Time: 1112.96 ms [2022-04-19 14:41:37 main:574] : INFO : Epoch 1977 | loss: 0.0311879 | val_loss: 0.0312055 | Time: 1111.56 ms [2022-04-19 14:41:38 main:574] : INFO : Epoch 1978 | loss: 0.0311883 | val_loss: 0.0312075 | Time: 1112.11 ms [2022-04-19 14:41:39 main:574] : INFO : Epoch 1979 | loss: 0.0311892 | val_loss: 0.0312031 | Time: 1105.58 ms [2022-04-19 14:41:40 main:574] : INFO : Epoch 1980 | loss: 0.0311878 | val_loss: 0.0312045 | Time: 1112.24 ms [2022-04-19 14:41:41 main:574] : INFO : Epoch 1981 | loss: 0.0311884 | val_loss: 0.0312016 | Time: 1110.35 ms [2022-04-19 14:41:43 main:574] : INFO : Epoch 1982 | loss: 0.0311894 | val_loss: 0.0312099 | Time: 1102.86 ms [2022-04-19 14:41:44 main:574] : INFO : Epoch 1983 | loss: 0.0311917 | val_loss: 0.0312007 | Time: 1113.63 ms [2022-04-19 14:41:45 main:574] : INFO : Epoch 1984 | loss: 0.0311875 | val_loss: 0.0312042 | Time: 1109.45 ms [2022-04-19 14:41:46 main:574] : INFO : Epoch 1985 | loss: 0.0311874 | val_loss: 0.0312011 | Time: 1107.74 ms [2022-04-19 14:41:47 main:574] : INFO : Epoch 1986 | loss: 0.0311863 | val_loss: 0.0312016 | Time: 1110.49 ms [2022-04-19 14:41:48 main:574] : INFO : Epoch 1987 | loss: 0.0311873 | val_loss: 0.0312005 | Time: 1111.36 ms [2022-04-19 14:41:50 main:574] : INFO : Epoch 1988 | loss: 0.0311886 | val_loss: 0.0312048 | Time: 1111.4 ms [2022-04-19 14:41:51 main:574] : INFO : Epoch 1989 | loss: 0.0311907 | val_loss: 0.0312028 | Time: 1108.63 ms [2022-04-19 14:41:52 main:574] : INFO : Epoch 1990 | loss: 0.0311886 | val_loss: 0.0312154 | Time: 1111.1 ms [2022-04-19 14:41:53 main:574] : INFO : Epoch 1991 | loss: 0.0311915 | val_loss: 0.031213 | Time: 1113.31 ms [2022-04-19 14:41:55 main:574] : INFO : Epoch 1992 | loss: 0.0311918 | val_loss: 0.0312025 | Time: 1113.76 ms [2022-04-19 14:41:56 main:574] : INFO : Epoch 1993 | loss: 0.0311882 | val_loss: 0.0312088 | Time: 1117.54 ms [2022-04-19 14:41:57 main:574] : INFO : Epoch 1994 | loss: 0.0311914 | val_loss: 0.031203 | Time: 1109.59 ms [2022-04-19 14:41:58 main:574] : INFO : Epoch 1995 | loss: 0.0311899 | val_loss: 0.031204 | Time: 1114.74 ms [2022-04-19 14:41:59 main:574] : INFO : Epoch 1996 | loss: 0.0311883 | val_loss: 0.0312041 | Time: 1111 ms [2022-04-19 14:42:01 main:574] : INFO : Epoch 1997 | loss: 0.0311889 | val_loss: 0.0312045 | Time: 1115.27 ms [2022-04-19 14:42:02 main:574] : INFO : Epoch 1998 | loss: 0.0311895 | val_loss: 0.0312059 | Time: 1112.32 ms [2022-04-19 14:42:03 main:574] : INFO : Epoch 1999 | loss: 0.0311894 | val_loss: 0.0312057 | Time: 1109.12 ms [2022-04-19 14:42:04 main:574] : INFO : Epoch 2000 | loss: 0.0311887 | val_loss: 0.0312016 | Time: 1114.79 ms [2022-04-19 14:42:05 main:574] : INFO : Epoch 2001 | loss: 0.0311885 | val_loss: 0.031205 | Time: 1115.16 ms [2022-04-19 14:42:06 main:574] : INFO : Epoch 2002 | loss: 0.0311879 | val_loss: 0.0312027 | Time: 1115.31 ms [2022-04-19 14:42:08 main:574] : INFO : Epoch 2003 | loss: 0.0311898 | val_loss: 0.0312038 | Time: 1110.21 ms [2022-04-19 14:42:09 main:574] : INFO : Epoch 2004 | loss: 0.0311885 | val_loss: 0.0312041 | Time: 1108.43 ms [2022-04-19 14:42:10 main:574] : INFO : Epoch 2005 | loss: 0.031188 | val_loss: 0.031204 | Time: 1110.28 ms [2022-04-19 14:42:11 main:574] : INFO : Epoch 2006 | loss: 0.0311885 | val_loss: 0.0311992 | Time: 1113.08 ms [2022-04-19 14:42:13 main:574] : INFO : Epoch 2007 | loss: 0.0311882 | val_loss: 0.0311997 | Time: 1112.21 ms [2022-04-19 14:42:14 main:574] : INFO : Epoch 2008 | loss: 0.0311887 | val_loss: 0.031209 | Time: 1108.95 ms [2022-04-19 14:42:15 main:574] : INFO : Epoch 2009 | loss: 0.0311912 | val_loss: 0.0312057 | Time: 1112.14 ms [2022-04-19 14:42:16 main:574] : INFO : Epoch 2010 | loss: 0.031189 | val_loss: 0.0312022 | Time: 1116.22 ms [2022-04-19 14:42:17 main:574] : INFO : Epoch 2011 | loss: 0.0311874 | val_loss: 0.0312039 | Time: 1119.03 ms [2022-04-19 14:42:18 main:574] : INFO : Epoch 2012 | loss: 0.0311868 | val_loss: 0.0312075 | Time: 1109.81 ms [2022-04-19 14:42:20 main:574] : INFO : Epoch 2013 | loss: 0.0311872 | val_loss: 0.0312026 | Time: 1111.82 ms [2022-04-19 14:42:21 main:574] : INFO : Epoch 2014 | loss: 0.0311874 | val_loss: 0.0312042 | Time: 1107.14 ms [2022-04-19 14:42:22 main:574] : INFO : Epoch 2015 | loss: 0.0311867 | val_loss: 0.0312046 | Time: 1109.35 ms [2022-04-19 14:42:23 main:574] : INFO : Epoch 2016 | loss: 0.0311864 | val_loss: 0.0312057 | Time: 1112.13 ms [2022-04-19 14:42:25 main:574] : INFO : Epoch 2017 | loss: 0.0311882 | val_loss: 0.0312029 | Time: 1107.99 ms [2022-04-19 14:42:26 main:574] : INFO : Epoch 2018 | loss: 0.0311901 | val_loss: 0.0312053 | Time: 1113.66 ms [2022-04-19 14:42:27 main:574] : INFO : Epoch 2019 | loss: 0.0311892 | val_loss: 0.0312052 | Time: 1107.8 ms [2022-04-19 14:42:28 main:574] : INFO : Epoch 2020 | loss: 0.0311876 | val_loss: 0.0312036 | Time: 1111.6 ms [2022-04-19 14:42:29 main:574] : INFO : Epoch 2021 | loss: 0.0311868 | val_loss: 0.0312048 | Time: 1109.45 ms [2022-04-19 14:42:31 main:574] : INFO : Epoch 2022 | loss: 0.0311882 | val_loss: 0.031207 | Time: 1110.63 ms [2022-04-19 14:42:32 main:574] : INFO : Epoch 2023 | loss: 0.0311895 | val_loss: 0.0312063 | Time: 1116.94 ms [2022-04-19 14:42:33 main:574] : INFO : Epoch 2024 | loss: 0.0311874 | val_loss: 0.0312068 | Time: 1110.26 ms [2022-04-19 14:42:34 main:574] : INFO : Epoch 2025 | loss: 0.0311872 | val_loss: 0.0312089 | Time: 1111.67 ms [2022-04-19 14:42:35 main:574] : INFO : Epoch 2026 | loss: 0.0311892 | val_loss: 0.0312138 | Time: 1110.23 ms [2022-04-19 14:42:37 main:574] : INFO : Epoch 2027 | loss: 0.0311869 | val_loss: 0.0312054 | Time: 1111.64 ms [2022-04-19 14:42:38 main:574] : INFO : Epoch 2028 | loss: 0.0311885 | val_loss: 0.0312083 | Time: 1112.1 ms [2022-04-19 14:42:39 main:574] : INFO : Epoch 2029 | loss: 0.0311899 | val_loss: 0.0312049 | Time: 1110.24 ms [2022-04-19 14:42:40 main:574] : INFO : Epoch 2030 | loss: 0.0311882 | val_loss: 0.031205 | Time: 1107.57 ms [2022-04-19 14:42:41 main:574] : INFO : Epoch 2031 | loss: 0.031188 | val_loss: 0.0312141 | Time: 1109.76 ms [2022-04-19 14:42:42 main:574] : INFO : Epoch 2032 | loss: 0.0311914 | val_loss: 0.0312069 | Time: 1105.06 ms [2022-04-19 14:42:44 main:574] : INFO : Epoch 2033 | loss: 0.0311928 | val_loss: 0.0312172 | Time: 1112.72 ms [2022-04-19 14:42:45 main:574] : INFO : Epoch 2034 | loss: 0.0311943 | val_loss: 0.0312197 | Time: 1114.82 ms [2022-04-19 14:42:46 main:574] : INFO : Epoch 2035 | loss: 0.0311914 | val_loss: 0.0312092 | Time: 1118.58 ms [2022-04-19 14:42:47 main:574] : INFO : Epoch 2036 | loss: 0.0311886 | val_loss: 0.031211 | Time: 1110.09 ms [2022-04-19 14:42:48 main:574] : INFO : Epoch 2037 | loss: 0.0311879 | val_loss: 0.0312056 | Time: 1113.37 ms [2022-04-19 14:42:50 main:574] : INFO : Epoch 2038 | loss: 0.0311878 | val_loss: 0.0312118 | Time: 1115.6 ms [2022-04-19 14:42:51 main:574] : INFO : Epoch 2039 | loss: 0.0311871 | val_loss: 0.0312076 | Time: 1111.09 ms [2022-04-19 14:42:52 main:574] : INFO : Epoch 2040 | loss: 0.0311877 | val_loss: 0.0312091 | Time: 1117.17 ms [2022-04-19 14:42:53 main:574] : INFO : Epoch 2041 | loss: 0.0311871 | val_loss: 0.0312178 | Time: 1121.09 ms [2022-04-19 14:42:54 main:574] : INFO : Epoch 2042 | loss: 0.0311864 | val_loss: 0.0312102 | Time: 1116.9 ms [2022-04-19 14:42:56 main:574] : INFO : Epoch 2043 | loss: 0.0311861 | val_loss: 0.0312076 | Time: 1113.97 ms [2022-04-19 14:42:57 main:574] : INFO : Epoch 2044 | loss: 0.0311863 | val_loss: 0.0312058 | Time: 1115.86 ms [2022-04-19 14:42:58 main:574] : INFO : Epoch 2045 | loss: 0.0311858 | val_loss: 0.0312066 | Time: 1118.63 ms [2022-04-19 14:42:59 main:574] : INFO : Epoch 2046 | loss: 0.0311862 | val_loss: 0.0312133 | Time: 1110.9 ms [2022-04-19 14:43:00 main:574] : INFO : Epoch 2047 | loss: 0.0311887 | val_loss: 0.0312054 | Time: 1116.34 ms [2022-04-19 14:43:02 main:574] : INFO : Epoch 2048 | loss: 0.0311895 | val_loss: 0.0312077 | Time: 1113.26 ms [2022-04-19 14:43:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312077 [2022-04-19 14:43:02 main:603] : INFO : Saving end state to config to file [2022-04-19 14:43:02 main:608] : INFO : Success, exiting.. 14:43:02 (4120): 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)