Task 14547332
| Name | ParityModified-1647047969-19665-1-0_3 |
| Workunit | 10580343 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 2:01:35 UTC |
| Report deadline | 16 Apr 2022, 2:01:35 UTC |
| Received | 8 Apr 2022, 11:30:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17550 |
| Run time | 1 hours 9 min 47 sec |
| CPU time | 1 hours 9 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,300.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 04:58:30 main:581] : INFO : Epoch 1538 | loss: 0.0311938 | val_loss: 0.0312058 | Time: 2044.47 ms [2022-04-08 04:58:32 main:581] : INFO : Epoch 1539 | loss: 0.0311968 | val_loss: 0.0312026 | Time: 2040.01 ms [2022-04-08 04:58:34 main:581] : INFO : Epoch 1540 | loss: 0.0311947 | val_loss: 0.0312016 | Time: 2048.64 ms [2022-04-08 04:58:36 main:581] : INFO : Epoch 1541 | loss: 0.0311945 | val_loss: 0.0312031 | Time: 2037.45 ms [2022-04-08 04:58:38 main:581] : INFO : Epoch 1542 | loss: 0.0311971 | val_loss: 0.0312015 | Time: 2043.47 ms [2022-04-08 04:58:40 main:581] : INFO : Epoch 1543 | loss: 0.0311973 | val_loss: 0.0312009 | Time: 2038.67 ms [2022-04-08 04:58:42 main:581] : INFO : Epoch 1544 | loss: 0.0311944 | val_loss: 0.0312006 | Time: 2045.7 ms [2022-04-08 04:58:44 main:581] : INFO : Epoch 1545 | loss: 0.0311948 | val_loss: 0.031204 | Time: 2042.48 ms [2022-04-08 04:58:46 main:581] : INFO : Epoch 1546 | loss: 0.0311941 | val_loss: 0.031206 | Time: 2042.02 ms [2022-04-08 04:58:48 main:581] : INFO : Epoch 1547 | loss: 0.031195 | val_loss: 0.0312021 | Time: 2037.81 ms [2022-04-08 04:58:50 main:581] : INFO : Epoch 1548 | loss: 0.0311952 | val_loss: 0.0312009 | Time: 2040.4 ms [2022-04-08 04:58:52 main:581] : INFO : Epoch 1549 | loss: 0.0311934 | val_loss: 0.0312032 | Time: 2040.61 ms [2022-04-08 04:58:54 main:581] : INFO : Epoch 1550 | loss: 0.0311944 | val_loss: 0.0312015 | Time: 2039.15 ms [2022-04-08 04:58:56 main:581] : INFO : Epoch 1551 | loss: 0.0311948 | val_loss: 0.0312041 | Time: 2047.21 ms [2022-04-08 04:58:58 main:581] : INFO : Epoch 1552 | loss: 0.0311942 | val_loss: 0.031211 | Time: 2036.35 ms [2022-04-08 04:59:00 main:581] : INFO : Epoch 1553 | loss: 0.0311968 | val_loss: 0.0312012 | Time: 2040.76 ms [2022-04-08 04:59:02 main:581] : INFO : Epoch 1554 | loss: 0.0311995 | val_loss: 0.0312182 | Time: 2038.36 ms [2022-04-08 04:59:04 main:581] : INFO : Epoch 1555 | loss: 0.0311992 | val_loss: 0.0312014 | Time: 2039.55 ms [2022-04-08 04:59:07 main:581] : INFO : Epoch 1556 | loss: 0.0311948 | val_loss: 0.0312046 | Time: 2049.24 ms [2022-04-08 04:59:09 main:581] : INFO : Epoch 1557 | loss: 0.0311953 | val_loss: 0.0312027 | Time: 2050.92 ms [2022-04-08 04:59:11 main:581] : INFO : Epoch 1558 | loss: 0.0311973 | val_loss: 0.0312129 | Time: 2042.53 ms [2022-04-08 04:59:13 main:581] : INFO : Epoch 1559 | loss: 0.0311967 | val_loss: 0.0312049 | Time: 2039.53 ms [2022-04-08 04:59:15 main:581] : INFO : Epoch 1560 | loss: 0.0311945 | val_loss: 0.0312024 | Time: 2043.83 ms [2022-04-08 04:59:17 main:581] : INFO : Epoch 1561 | loss: 0.0311947 | val_loss: 0.0312021 | Time: 2042.97 ms [2022-04-08 04:59:19 main:581] : INFO : Epoch 1562 | loss: 0.0311935 | val_loss: 0.0312035 | Time: 2043.01 ms [2022-04-08 04:59:21 main:581] : INFO : Epoch 1563 | loss: 0.031193 | val_loss: 0.0312034 | Time: 2039.18 ms [2022-04-08 04:59:23 main:581] : INFO : Epoch 1564 | loss: 0.0311939 | val_loss: 0.031203 | Time: 2033.21 ms [2022-04-08 04:59:25 main:581] : INFO : Epoch 1565 | loss: 0.0311934 | val_loss: 0.031205 | Time: 2041.8 ms [2022-04-08 04:59:27 main:581] : INFO : Epoch 1566 | loss: 0.0311967 | val_loss: 0.0312081 | Time: 2051.54 ms [2022-04-08 04:59:29 main:581] : INFO : Epoch 1567 | loss: 0.0311969 | val_loss: 0.0312034 | Time: 2037.74 ms [2022-04-08 04:59:31 main:581] : INFO : Epoch 1568 | loss: 0.0311931 | val_loss: 0.0312093 | Time: 2037.4 ms [2022-04-08 04:59:33 main:581] : INFO : Epoch 1569 | loss: 0.0311953 | val_loss: 0.0312054 | Time: 2040.62 ms [2022-04-08 04:59:35 main:581] : INFO : Epoch 1570 | loss: 0.0311997 | val_loss: 0.0312075 | Time: 2039.09 ms [2022-04-08 04:59:37 main:581] : INFO : Epoch 1571 | loss: 0.0311959 | val_loss: 0.0312016 | Time: 2046.25 ms [2022-04-08 04:59:39 main:581] : INFO : Epoch 1572 | loss: 0.0311953 | val_loss: 0.0312043 | Time: 2043.23 ms [2022-04-08 04:59:41 main:581] : INFO : Epoch 1573 | loss: 0.0311932 | val_loss: 0.0312025 | Time: 2042.05 ms [2022-04-08 04:59:43 main:581] : INFO : Epoch 1574 | loss: 0.0311925 | val_loss: 0.03121 | Time: 2042.66 ms [2022-04-08 04:59:45 main:581] : INFO : Epoch 1575 | loss: 0.0311954 | val_loss: 0.0312208 | Time: 2037.02 ms [2022-04-08 04:59:47 main:581] : INFO : Epoch 1576 | loss: 0.0311945 | val_loss: 0.031206 | Time: 2040.6 ms [2022-04-08 04:59:49 main:581] : INFO : Epoch 1577 | loss: 0.0311926 | val_loss: 0.0312031 | Time: 2039.7 ms [2022-04-08 04:59:51 main:581] : INFO : Epoch 1578 | loss: 0.0311928 | val_loss: 0.0312017 | Time: 2034.31 ms [2022-04-08 04:59:53 main:581] : INFO : Epoch 1579 | loss: 0.0311925 | val_loss: 0.031207 | Time: 2037.83 ms [2022-04-08 04:59:56 main:581] : INFO : Epoch 1580 | loss: 0.031193 | val_loss: 0.0312032 | Time: 2042.53 ms [2022-04-08 04:59:58 main:581] : INFO : Epoch 1581 | loss: 0.0311972 | val_loss: 0.0312108 | Time: 2045.86 ms [2022-04-08 05:00:00 main:581] : INFO : Epoch 1582 | loss: 0.0311953 | val_loss: 0.0312038 | Time: 2040.28 ms [2022-04-08 05:00:02 main:581] : INFO : Epoch 1583 | loss: 0.0311942 | val_loss: 0.0312048 | Time: 2042.65 ms [2022-04-08 05:00:04 main:581] : INFO : Epoch 1584 | loss: 0.0311955 | val_loss: 0.0312008 | Time: 2044.92 ms [2022-04-08 05:00:06 main:581] : INFO : Epoch 1585 | loss: 0.0311925 | val_loss: 0.0312014 | Time: 2039.63 ms [2022-04-08 05:00:08 main:581] : INFO : Epoch 1586 | loss: 0.0311931 | val_loss: 0.0312018 | Time: 2035.03 ms [2022-04-08 05:00:10 main:581] : INFO : Epoch 1587 | loss: 0.0311969 | val_loss: 0.0312026 | Time: 2038.34 ms [2022-04-08 05:00:12 main:581] : INFO : Epoch 1588 | loss: 0.0311946 | val_loss: 0.0312032 | Time: 2040.89 ms [2022-04-08 05:00:14 main:581] : INFO : Epoch 1589 | loss: 0.0311939 | val_loss: 0.0312027 | Time: 2048.86 ms [2022-04-08 05:00:16 main:581] : INFO : Epoch 1590 | loss: 0.0311938 | val_loss: 0.0312013 | Time: 2048.08 ms [2022-04-08 05:00:18 main:581] : INFO : Epoch 1591 | loss: 0.0311967 | val_loss: 0.0312036 | Time: 2043.2 ms [2022-04-08 05:00:20 main:581] : INFO : Epoch 1592 | loss: 0.0311929 | val_loss: 0.0312043 | Time: 2033.28 ms [2022-04-08 05:00:22 main:581] : INFO : Epoch 1593 | loss: 0.0311926 | val_loss: 0.0312024 | Time: 2042.68 ms [2022-04-08 05:00:24 main:581] : INFO : Epoch 1594 | loss: 0.0311951 | val_loss: 0.0312093 | Time: 2044.67 ms [2022-04-08 05:00:26 main:581] : INFO : Epoch 1595 | loss: 0.0311981 | val_loss: 0.0312039 | Time: 2047.08 ms [2022-04-08 05:00:28 main:581] : INFO : Epoch 1596 | loss: 0.0311932 | val_loss: 0.0312031 | Time: 2042.51 ms [2022-04-08 05:00:30 main:581] : INFO : Epoch 1597 | loss: 0.0311934 | val_loss: 0.0312053 | Time: 2046 ms [2022-04-08 05:00:32 main:581] : INFO : Epoch 1598 | loss: 0.0311919 | val_loss: 0.0312043 | Time: 2039.66 ms [2022-04-08 05:00:34 main:581] : INFO : Epoch 1599 | loss: 0.0311928 | val_loss: 0.0312029 | Time: 2045.01 ms [2022-04-08 05:00:36 main:581] : INFO : Epoch 1600 | loss: 0.0311924 | val_loss: 0.0312035 | Time: 2037.34 ms [2022-04-08 05:00:38 main:581] : INFO : Epoch 1601 | loss: 0.0311946 | val_loss: 0.0312028 | Time: 2038.62 ms [2022-04-08 05:00:40 main:581] : INFO : Epoch 1602 | loss: 0.0311935 | val_loss: 0.0312128 | Time: 2038.12 ms [2022-04-08 05:00:42 main:581] : INFO : Epoch 1603 | loss: 0.0311994 | val_loss: 0.0312054 | Time: 2037.7 ms [2022-04-08 05:00:45 main:581] : INFO : Epoch 1604 | loss: 0.0311959 | val_loss: 0.0312058 | Time: 2042.44 ms [2022-04-08 05:00:47 main:581] : INFO : Epoch 1605 | loss: 0.0312 | val_loss: 0.0312028 | Time: 2042.24 ms [2022-04-08 05:00:49 main:581] : INFO : Epoch 1606 | loss: 0.0311971 | val_loss: 0.031215 | Time: 2042.25 ms [2022-04-08 05:00:51 main:581] : INFO : Epoch 1607 | loss: 0.0311953 | val_loss: 0.031208 | Time: 2041.75 ms [2022-04-08 05:00:53 main:581] : INFO : Epoch 1608 | loss: 0.0311949 | val_loss: 0.0312034 | Time: 2041.1 ms [2022-04-08 05:00:55 main:581] : INFO : Epoch 1609 | loss: 0.0311932 | val_loss: 0.0312022 | Time: 2040.87 ms [2022-04-08 05:00:57 main:581] : INFO : Epoch 1610 | loss: 0.0311921 | val_loss: 0.0312068 | Time: 2039.44 ms [2022-04-08 05:00:59 main:581] : INFO : Epoch 1611 | loss: 0.0311931 | val_loss: 0.0312013 | Time: 2047.75 ms [2022-04-08 05:01:01 main:581] : INFO : Epoch 1612 | loss: 0.0311931 | val_loss: 0.0312059 | Time: 2038.9 ms [2022-04-08 05:01:03 main:581] : INFO : Epoch 1613 | loss: 0.0311932 | val_loss: 0.0312049 | Time: 2041.54 ms [2022-04-08 05:01:05 main:581] : INFO : Epoch 1614 | loss: 0.0311925 | val_loss: 0.0312013 | Time: 2040.53 ms [2022-04-08 05:01:07 main:581] : INFO : Epoch 1615 | loss: 0.031192 | val_loss: 0.031206 | Time: 2046.28 ms [2022-04-08 05:01:09 main:581] : INFO : Epoch 1616 | loss: 0.0311936 | val_loss: 0.0312008 | Time: 2048.43 ms [2022-04-08 05:01:11 main:581] : INFO : Epoch 1617 | loss: 0.0311939 | val_loss: 0.0312045 | Time: 2048.37 ms [2022-04-08 05:01:13 main:581] : INFO : Epoch 1618 | loss: 0.0311968 | val_loss: 0.0312107 | Time: 2052.16 ms [2022-04-08 05:01:15 main:581] : INFO : Epoch 1619 | loss: 0.0311963 | val_loss: 0.0312057 | Time: 2049.02 ms [2022-04-08 05:01:17 main:581] : INFO : Epoch 1620 | loss: 0.031194 | val_loss: 0.0312049 | Time: 2032.85 ms [2022-04-08 05:01:19 main:581] : INFO : Epoch 1621 | loss: 0.0311929 | val_loss: 0.0312074 | Time: 2045.28 ms [2022-04-08 05:01:21 main:581] : INFO : Epoch 1622 | loss: 0.0311936 | val_loss: 0.0312035 | Time: 2043.74 ms [2022-04-08 05:01:23 main:581] : INFO : Epoch 1623 | loss: 0.0311943 | val_loss: 0.0312057 | Time: 2041.95 ms [2022-04-08 05:01:25 main:581] : INFO : Epoch 1624 | loss: 0.0311926 | val_loss: 0.0312048 | Time: 2035.94 ms [2022-04-08 05:01:27 main:581] : INFO : Epoch 1625 | loss: 0.0311916 | val_loss: 0.0312046 | Time: 2042.47 ms [2022-04-08 05:01:29 main:581] : INFO : Epoch 1626 | loss: 0.0311924 | val_loss: 0.0312047 | Time: 2053.29 ms [2022-04-08 05:01:32 main:581] : INFO : Epoch 1627 | loss: 0.0311909 | val_loss: 0.0312054 | Time: 2036.37 ms [2022-04-08 05:01:34 main:581] : INFO : Epoch 1628 | loss: 0.0311931 | val_loss: 0.0312021 | Time: 2038.01 ms [2022-04-08 05:01:36 main:581] : INFO : Epoch 1629 | loss: 0.0311938 | val_loss: 0.0312111 | Time: 2050.17 ms [2022-04-08 05:01:38 main:581] : INFO : Epoch 1630 | loss: 0.0311931 | val_loss: 0.0312079 | Time: 2052.17 ms [2022-04-08 05:01:40 main:581] : INFO : Epoch 1631 | loss: 0.0311925 | val_loss: 0.0312046 | Time: 2049.76 ms [2022-04-08 05:01:42 main:581] : INFO : Epoch 1632 | loss: 0.0311918 | val_loss: 0.0312018 | Time: 2043.46 ms [2022-04-08 05:01:44 main:581] : INFO : Epoch 1633 | loss: 0.031192 | val_loss: 0.031204 | Time: 2037.05 ms [2022-04-08 05:01:46 main:581] : INFO : Epoch 1634 | loss: 0.031193 | val_loss: 0.0312023 | Time: 2035.78 ms [2022-04-08 05:01:48 main:581] : INFO : Epoch 1635 | loss: 0.0311937 | val_loss: 0.0312023 | Time: 2042.49 ms [2022-04-08 05:01:50 main:581] : INFO : Epoch 1636 | loss: 0.0311974 | val_loss: 0.0312052 | Time: 2043.18 ms [2022-04-08 05:01:52 main:581] : INFO : Epoch 1637 | loss: 0.0311948 | val_loss: 0.0312074 | Time: 2041.17 ms [2022-04-08 05:01:54 main:581] : INFO : Epoch 1638 | loss: 0.0311928 | val_loss: 0.0312019 | Time: 2038.28 ms [2022-04-08 05:01:56 main:581] : INFO : Epoch 1639 | loss: 0.031195 | val_loss: 0.0312055 | Time: 2041.4 ms [2022-04-08 05:01:58 main:581] : INFO : Epoch 1640 | loss: 0.0311934 | val_loss: 0.0312016 | Time: 2038.95 ms [2022-04-08 05:02:00 main:581] : INFO : Epoch 1641 | loss: 0.0311938 | val_loss: 0.0312034 | Time: 2045.39 ms [2022-04-08 05:02:02 main:581] : INFO : Epoch 1642 | loss: 0.0311925 | val_loss: 0.0312009 | Time: 2049.34 ms [2022-04-08 05:02:04 main:581] : INFO : Epoch 1643 | loss: 0.0311918 | val_loss: 0.0312039 | Time: 2041.07 ms [2022-04-08 05:02:06 main:581] : INFO : Epoch 1644 | loss: 0.0311913 | val_loss: 0.0312009 | Time: 2041.83 ms [2022-04-08 05:02:08 main:581] : INFO : Epoch 1645 | loss: 0.0311928 | val_loss: 0.0312034 | Time: 2035.9 ms [2022-04-08 05:02:10 main:581] : INFO : Epoch 1646 | loss: 0.0311917 | val_loss: 0.0312013 | Time: 2050.96 ms [2022-04-08 05:02:12 main:581] : INFO : Epoch 1647 | loss: 0.0311921 | val_loss: 0.0312018 | Time: 2047.5 ms [2022-04-08 05:02:14 main:581] : INFO : Epoch 1648 | loss: 0.0311929 | val_loss: 0.0312027 | Time: 2032.04 ms [2022-04-08 05:02:16 main:581] : INFO : Epoch 1649 | loss: 0.031192 | val_loss: 0.0312099 | Time: 2037.7 ms [2022-04-08 05:02:18 main:581] : INFO : Epoch 1650 | loss: 0.0311921 | val_loss: 0.031211 | Time: 2045.02 ms [2022-04-08 05:02:21 main:581] : INFO : Epoch 1651 | loss: 0.0311945 | val_loss: 0.0312009 | Time: 2044.58 ms [2022-04-08 05:02:23 main:581] : INFO : Epoch 1652 | loss: 0.0311915 | val_loss: 0.0312034 | Time: 2041.32 ms [2022-04-08 05:02:25 main:581] : INFO : Epoch 1653 | loss: 0.0311914 | val_loss: 0.0312014 | Time: 2038.41 ms [2022-04-08 05:02:27 main:581] : INFO : Epoch 1654 | loss: 0.0311909 | val_loss: 0.0312084 | Time: 2050.81 ms [2022-04-08 05:02:29 main:581] : INFO : Epoch 1655 | loss: 0.0311919 | val_loss: 0.0312017 | Time: 2041.21 ms [2022-04-08 05:02:31 main:581] : INFO : Epoch 1656 | loss: 0.0311917 | val_loss: 0.0312072 | Time: 2035.14 ms [2022-04-08 05:02:33 main:581] : INFO : Epoch 1657 | loss: 0.0311958 | val_loss: 0.0312024 | Time: 2040.94 ms [2022-04-08 05:02:35 main:581] : INFO : Epoch 1658 | loss: 0.0311926 | val_loss: 0.0312026 | Time: 2040.76 ms [2022-04-08 05:02:37 main:581] : INFO : Epoch 1659 | loss: 0.0311916 | val_loss: 0.0312056 | Time: 2042.43 ms [2022-04-08 05:02:39 main:581] : INFO : Epoch 1660 | loss: 0.031191 | val_loss: 0.0312028 | Time: 2046.3 ms [2022-04-08 05:02:41 main:581] : INFO : Epoch 1661 | loss: 0.0311936 | val_loss: 0.0312026 | Time: 2039.48 ms [2022-04-08 05:02:43 main:581] : INFO : Epoch 1662 | loss: 0.0311989 | val_loss: 0.0312048 | Time: 2037.48 ms [2022-04-08 05:02:45 main:581] : INFO : Epoch 1663 | loss: 0.0311963 | val_loss: 0.0312034 | Time: 2050.15 ms [2022-04-08 05:02:47 main:581] : INFO : Epoch 1664 | loss: 0.0311906 | val_loss: 0.0312024 | Time: 2046.65 ms [2022-04-08 05:02:49 main:581] : INFO : Epoch 1665 | loss: 0.0311913 | val_loss: 0.0312011 | Time: 2042.87 ms [2022-04-08 05:02:51 main:581] : INFO : Epoch 1666 | loss: 0.0311903 | val_loss: 0.0312 | Time: 2043.36 ms [2022-04-08 05:02:53 main:581] : INFO : Epoch 1667 | loss: 0.0311911 | val_loss: 0.0312034 | Time: 2045.64 ms [2022-04-08 05:02:55 main:581] : INFO : Epoch 1668 | loss: 0.0311917 | val_loss: 0.0312008 | Time: 2042.4 ms [2022-04-08 05:02:57 main:581] : INFO : Epoch 1669 | loss: 0.0311932 | val_loss: 0.031202 | Time: 2045.01 ms [2022-04-08 05:02:59 main:581] : INFO : Epoch 1670 | loss: 0.0311936 | val_loss: 0.0312035 | Time: 2041.4 ms [2022-04-08 05:03:01 main:581] : INFO : Epoch 1671 | loss: 0.0311934 | val_loss: 0.0312041 | Time: 2047.04 ms [2022-04-08 05:03:03 main:581] : INFO : Epoch 1672 | loss: 0.0311913 | val_loss: 0.0312031 | Time: 2039.87 ms [2022-04-08 05:03:05 main:581] : INFO : Epoch 1673 | loss: 0.0311918 | val_loss: 0.0312021 | Time: 2039.62 ms [2022-04-08 05:03:08 main:581] : INFO : Epoch 1674 | loss: 0.0311901 | val_loss: 0.0312023 | Time: 2046.16 ms [2022-04-08 05:03:10 main:581] : INFO : Epoch 1675 | loss: 0.0311907 | val_loss: 0.0312068 | Time: 2043.69 ms [2022-04-08 05:03:12 main:581] : INFO : Epoch 1676 | loss: 0.0311916 | val_loss: 0.0312029 | Time: 2034.57 ms [2022-04-08 05:03:14 main:581] : INFO : Epoch 1677 | loss: 0.0311912 | val_loss: 0.0312145 | Time: 2039.4 ms [2022-04-08 05:03:16 main:581] : INFO : Epoch 1678 | loss: 0.0311979 | val_loss: 0.0311997 | Time: 2041.53 ms [2022-04-08 05:03:18 main:581] : INFO : Epoch 1679 | loss: 0.0311912 | val_loss: 0.0312052 | Time: 2043.18 ms [2022-04-08 05:03:20 main:581] : INFO : Epoch 1680 | loss: 0.0311905 | val_loss: 0.0312019 | Time: 2042.21 ms [2022-04-08 05:03:22 main:581] : INFO : Epoch 1681 | loss: 0.0311911 | val_loss: 0.0312094 | Time: 2050.02 ms [2022-04-08 05:03:24 main:581] : INFO : Epoch 1682 | loss: 0.0311943 | val_loss: 0.0312004 | Time: 2044.46 ms [2022-04-08 05:03:26 main:581] : INFO : Epoch 1683 | loss: 0.0311904 | val_loss: 0.0312075 | Time: 2032.96 ms [2022-04-08 05:03:28 main:581] : INFO : Epoch 1684 | loss: 0.0311938 | val_loss: 0.0312021 | Time: 2038.25 ms [2022-04-08 05:03:30 main:581] : INFO : Epoch 1685 | loss: 0.031191 | val_loss: 0.0312098 | Time: 2041.46 ms [2022-04-08 05:03:32 main:581] : INFO : Epoch 1686 | loss: 0.0311918 | val_loss: 0.0312037 | Time: 2039.6 ms [2022-04-08 05:03:34 main:581] : INFO : Epoch 1687 | loss: 0.0311905 | val_loss: 0.0312125 | Time: 2035.55 ms [2022-04-08 05:03:36 main:581] : INFO : Epoch 1688 | loss: 0.0311923 | val_loss: 0.0312035 | Time: 2045.46 ms [2022-04-08 05:03:38 main:581] : INFO : Epoch 1689 | loss: 0.0311901 | val_loss: 0.0312107 | Time: 2042.74 ms [2022-04-08 05:03:40 main:581] : INFO : Epoch 1690 | loss: 0.0311909 | val_loss: 0.0312016 | Time: 2034.56 ms [2022-04-08 05:03:42 main:581] : INFO : Epoch 1691 | loss: 0.0311925 | val_loss: 0.0312041 | Time: 2053.25 ms [2022-04-08 05:03:44 main:581] : INFO : Epoch 1692 | loss: 0.0311948 | val_loss: 0.031207 | Time: 2051.05 ms [2022-04-08 05:03:46 main:581] : INFO : Epoch 1693 | loss: 0.031192 | val_loss: 0.0312043 | Time: 2044.08 ms [2022-04-08 05:03:48 main:581] : INFO : Epoch 1694 | loss: 0.0311923 | val_loss: 0.0312015 | Time: 2039.26 ms [2022-04-08 05:03:50 main:581] : INFO : Epoch 1695 | loss: 0.0311902 | val_loss: 0.0312062 | Time: 2044.38 ms [2022-04-08 05:03:52 main:581] : INFO : Epoch 1696 | loss: 0.0311903 | val_loss: 0.0312023 | Time: 2044.87 ms [2022-04-08 05:03:54 main:581] : INFO : Epoch 1697 | loss: 0.0311893 | val_loss: 0.0312063 | Time: 2038.25 ms [2022-04-08 05:03:57 main:581] : INFO : Epoch 1698 | loss: 0.0311897 | val_loss: 0.0312037 | Time: 2036.56 ms [2022-04-08 05:03:59 main:581] : INFO : Epoch 1699 | loss: 0.0311897 | val_loss: 0.031205 | Time: 2044.1 ms [2022-04-08 05:04:01 main:581] : INFO : Epoch 1700 | loss: 0.0311909 | val_loss: 0.031202 | Time: 2042.85 ms [2022-04-08 05:04:03 main:581] : INFO : Epoch 1701 | loss: 0.0311914 | val_loss: 0.031201 | Time: 2040.88 ms [2022-04-08 05:04:05 main:581] : INFO : Epoch 1702 | loss: 0.0311961 | val_loss: 0.0312051 | Time: 2048.11 ms [2022-04-08 05:04:07 main:581] : INFO : Epoch 1703 | loss: 0.0311949 | val_loss: 0.031201 | Time: 2042.15 ms [2022-04-08 05:04:09 main:581] : INFO : Epoch 1704 | loss: 0.0311913 | val_loss: 0.0312135 | Time: 2037.41 ms [2022-04-08 05:04:11 main:581] : INFO : Epoch 1705 | loss: 0.0311922 | val_loss: 0.0312017 | Time: 2044.62 ms [2022-04-08 05:04:13 main:581] : INFO : Epoch 1706 | loss: 0.0311918 | val_loss: 0.031201 | Time: 2047.69 ms [2022-04-08 05:04:15 main:581] : INFO : Epoch 1707 | loss: 0.0311953 | val_loss: 0.0312033 | Time: 2050 ms [2022-04-08 05:04:17 main:581] : INFO : Epoch 1708 | loss: 0.0311911 | val_loss: 0.0312034 | Time: 2040.8 ms [2022-04-08 05:04:19 main:581] : INFO : Epoch 1709 | loss: 0.031191 | val_loss: 0.031205 | Time: 2043.42 ms [2022-04-08 05:04:21 main:581] : INFO : Epoch 1710 | loss: 0.0311908 | val_loss: 0.0312046 | Time: 2044.48 ms [2022-04-08 05:04:23 main:581] : INFO : Epoch 1711 | loss: 0.0311913 | val_loss: 0.0312025 | Time: 2032.64 ms [2022-04-08 05:04:25 main:581] : INFO : Epoch 1712 | loss: 0.031193 | val_loss: 0.0312037 | Time: 2039.95 ms [2022-04-08 05:04:27 main:581] : INFO : Epoch 1713 | loss: 0.0311922 | val_loss: 0.0312013 | Time: 2039.28 ms [2022-04-08 05:04:29 main:581] : INFO : Epoch 1714 | loss: 0.0311899 | val_loss: 0.0312025 | Time: 2036.13 ms [2022-04-08 05:04:31 main:581] : INFO : Epoch 1715 | loss: 0.0311901 | val_loss: 0.0312019 | Time: 2042.24 ms [2022-04-08 05:04:33 main:581] : INFO : Epoch 1716 | loss: 0.03119 | val_loss: 0.0312099 | Time: 2043.13 ms [2022-04-08 05:04:35 main:581] : INFO : Epoch 1717 | loss: 0.0311928 | val_loss: 0.0312029 | Time: 2043.32 ms [2022-04-08 05:04:37 main:581] : INFO : Epoch 1718 | loss: 0.0311906 | val_loss: 0.0312032 | Time: 2038 ms [2022-04-08 05:04:39 main:581] : INFO : Epoch 1719 | loss: 0.031189 | val_loss: 0.0312031 | Time: 2036.36 ms [2022-04-08 05:04:41 main:581] : INFO : Epoch 1720 | loss: 0.0311896 | val_loss: 0.0312034 | Time: 2040.52 ms [2022-04-08 05:04:43 main:581] : INFO : Epoch 1721 | loss: 0.0311902 | val_loss: 0.0312044 | Time: 2046.29 ms [2022-04-08 05:04:46 main:581] : INFO : Epoch 1722 | loss: 0.0311895 | val_loss: 0.0312031 | Time: 2044.5 ms [2022-04-08 05:04:48 main:581] : INFO : Epoch 1723 | loss: 0.0311896 | val_loss: 0.0312045 | Time: 2043.75 ms [2022-04-08 05:04:50 main:581] : INFO : Epoch 1724 | loss: 0.0311909 | val_loss: 0.0312026 | Time: 2044.84 ms [2022-04-08 05:04:52 main:581] : INFO : Epoch 1725 | loss: 0.0311887 | val_loss: 0.0312023 | Time: 2036.88 ms [2022-04-08 05:04:54 main:581] : INFO : Epoch 1726 | loss: 0.0311894 | val_loss: 0.0312038 | Time: 2034.28 ms [2022-04-08 05:04:56 main:581] : INFO : Epoch 1727 | loss: 0.0311913 | val_loss: 0.0312044 | Time: 2045.05 ms [2022-04-08 05:04:58 main:581] : INFO : Epoch 1728 | loss: 0.0311911 | val_loss: 0.0312028 | Time: 2043.42 ms [2022-04-08 05:05:00 main:581] : INFO : Epoch 1729 | loss: 0.031191 | val_loss: 0.031202 | Time: 2037.59 ms [2022-04-08 05:05:02 main:581] : INFO : Epoch 1730 | loss: 0.0311903 | val_loss: 0.0312036 | Time: 2049.46 ms [2022-04-08 05:05:04 main:581] : INFO : Epoch 1731 | loss: 0.0311904 | val_loss: 0.0312054 | Time: 2043.85 ms [2022-04-08 05:05:06 main:581] : INFO : Epoch 1732 | loss: 0.0311976 | val_loss: 0.031216 | Time: 2040.64 ms [2022-04-08 05:05:08 main:581] : INFO : Epoch 1733 | loss: 0.0311993 | val_loss: 0.0312019 | Time: 2043.89 ms [2022-04-08 05:05:10 main:581] : INFO : Epoch 1734 | loss: 0.0311931 | val_loss: 0.0312047 | Time: 2040.47 ms [2022-04-08 05:05:12 main:581] : INFO : Epoch 1735 | loss: 0.0311908 | val_loss: 0.0312017 | Time: 2039.14 ms [2022-04-08 05:05:14 main:581] : INFO : Epoch 1736 | loss: 0.0311894 | val_loss: 0.0312038 | Time: 2043.05 ms [2022-04-08 05:05:16 main:581] : INFO : Epoch 1737 | loss: 0.0311888 | val_loss: 0.0312068 | Time: 2039.18 ms [2022-04-08 05:05:18 main:581] : INFO : Epoch 1738 | loss: 0.031191 | val_loss: 0.031205 | Time: 2043.91 ms [2022-04-08 05:05:20 main:581] : INFO : Epoch 1739 | loss: 0.0311887 | val_loss: 0.0312101 | Time: 2046.97 ms [2022-04-08 05:05:22 main:581] : INFO : Epoch 1740 | loss: 0.031189 | val_loss: 0.0312044 | Time: 2038.93 ms [2022-04-08 05:05:24 main:581] : INFO : Epoch 1741 | loss: 0.0311902 | val_loss: 0.0312051 | Time: 2039.05 ms [2022-04-08 05:05:26 main:581] : INFO : Epoch 1742 | loss: 0.0311926 | val_loss: 0.0312056 | Time: 2051.39 ms [2022-04-08 05:05:28 main:581] : INFO : Epoch 1743 | loss: 0.031191 | val_loss: 0.0312036 | Time: 2041.48 ms [2022-04-08 05:05:30 main:581] : INFO : Epoch 1744 | loss: 0.0311896 | val_loss: 0.031202 | Time: 2045.39 ms [2022-04-08 05:05:33 main:581] : INFO : Epoch 1745 | loss: 0.0311899 | val_loss: 0.0312035 | Time: 2041.6 ms [2022-04-08 05:05:35 main:581] : INFO : Epoch 1746 | loss: 0.0311903 | val_loss: 0.0312032 | Time: 2041.73 ms [2022-04-08 05:05:37 main:581] : INFO : Epoch 1747 | loss: 0.0311885 | val_loss: 0.0312041 | Time: 2045.03 ms [2022-04-08 05:05:39 main:581] : INFO : Epoch 1748 | loss: 0.0311908 | val_loss: 0.0312058 | Time: 2039.99 ms [2022-04-08 05:05:41 main:581] : INFO : Epoch 1749 | loss: 0.0311896 | val_loss: 0.0312017 | Time: 2047 ms [2022-04-08 05:05:43 main:581] : INFO : Epoch 1750 | loss: 0.0311904 | val_loss: 0.0312064 | Time: 2043.57 ms [2022-04-08 05:05:45 main:581] : INFO : Epoch 1751 | loss: 0.0311903 | val_loss: 0.0312039 | Time: 2045.33 ms [2022-04-08 05:05:47 main:581] : INFO : Epoch 1752 | loss: 0.0311883 | val_loss: 0.0312026 | Time: 2048.39 ms [2022-04-08 05:05:49 main:581] : INFO : Epoch 1753 | loss: 0.0311886 | val_loss: 0.0312059 | Time: 2044.19 ms [2022-04-08 05:05:51 main:581] : INFO : Epoch 1754 | loss: 0.031189 | val_loss: 0.0312033 | Time: 2042.36 ms [2022-04-08 05:05:53 main:581] : INFO : Epoch 1755 | loss: 0.0311889 | val_loss: 0.0312029 | Time: 2037.53 ms [2022-04-08 05:05:55 main:581] : INFO : Epoch 1756 | loss: 0.0311878 | val_loss: 0.0312035 | Time: 2041.75 ms [2022-04-08 05:05:57 main:581] : INFO : Epoch 1757 | loss: 0.0311878 | val_loss: 0.0312026 | Time: 2038.2 ms [2022-04-08 05:05:59 main:581] : INFO : Epoch 1758 | loss: 0.031188 | val_loss: 0.0312183 | Time: 2044.12 ms [2022-04-08 05:06:01 main:581] : INFO : Epoch 1759 | loss: 0.0311932 | val_loss: 0.0312029 | Time: 2053.36 ms [2022-04-08 05:06:03 main:581] : INFO : Epoch 1760 | loss: 0.0311895 | val_loss: 0.0312024 | Time: 2039.05 ms [2022-04-08 05:06:05 main:581] : INFO : Epoch 1761 | loss: 0.0311919 | val_loss: 0.0312067 | Time: 2041.2 ms [2022-04-08 05:06:07 main:581] : INFO : Epoch 1762 | loss: 0.031189 | val_loss: 0.0312048 | Time: 2039.38 ms [2022-04-08 05:06:09 main:581] : INFO : Epoch 1763 | loss: 0.0311877 | val_loss: 0.0312046 | Time: 2041.97 ms [2022-04-08 05:06:11 main:581] : INFO : Epoch 1764 | loss: 0.0311877 | val_loss: 0.0312044 | Time: 2040.95 ms [2022-04-08 05:06:13 main:581] : INFO : Epoch 1765 | loss: 0.0311891 | val_loss: 0.0312059 | Time: 2042.96 ms [2022-04-08 05:06:15 main:581] : INFO : Epoch 1766 | loss: 0.0312038 | val_loss: 0.031211 | Time: 2046.33 ms [2022-04-08 05:06:17 main:581] : INFO : Epoch 1767 | loss: 0.0311989 | val_loss: 0.0312041 | Time: 2035.08 ms [2022-04-08 05:06:19 main:581] : INFO : Epoch 1768 | loss: 0.0311982 | val_loss: 0.031205 | Time: 2035.94 ms [2022-04-08 05:06:22 main:581] : INFO : Epoch 1769 | loss: 0.0311951 | val_loss: 0.0312039 | Time: 2041.46 ms [2022-04-08 05:06:24 main:581] : INFO : Epoch 1770 | loss: 0.0311968 | val_loss: 0.0312048 | Time: 2038.28 ms [2022-04-08 05:06:26 main:581] : INFO : Epoch 1771 | loss: 0.0311973 | val_loss: 0.0312021 | Time: 2039.25 ms [2022-04-08 05:06:28 main:581] : INFO : Epoch 1772 | loss: 0.0311946 | val_loss: 0.0312039 | Time: 2046.3 ms [2022-04-08 05:06:30 main:581] : INFO : Epoch 1773 | loss: 0.031195 | val_loss: 0.031203 | Time: 2036.7 ms [2022-04-08 05:06:32 main:581] : INFO : Epoch 1774 | loss: 0.0311938 | val_loss: 0.0312018 | Time: 2034.32 ms [2022-04-08 05:06:34 main:581] : INFO : Epoch 1775 | loss: 0.0311938 | val_loss: 0.0312059 | Time: 2037.74 ms [2022-04-08 05:06:36 main:581] : INFO : Epoch 1776 | loss: 0.0311964 | val_loss: 0.0312081 | Time: 2038.47 ms [2022-04-08 05:06:38 main:581] : INFO : Epoch 1777 | loss: 0.0311959 | val_loss: 0.031204 | Time: 2053.08 ms [2022-04-08 05:06:40 main:581] : INFO : Epoch 1778 | loss: 0.0311945 | val_loss: 0.0312015 | Time: 2042.28 ms [2022-04-08 05:06:42 main:581] : INFO : Epoch 1779 | loss: 0.0311929 | val_loss: 0.0312048 | Time: 2043.98 ms [2022-04-08 05:06:44 main:581] : INFO : Epoch 1780 | loss: 0.0311922 | val_loss: 0.0312018 | Time: 2039.91 ms [2022-04-08 05:06:46 main:581] : INFO : Epoch 1781 | loss: 0.0311933 | val_loss: 0.0312024 | Time: 2048.54 ms [2022-04-08 05:06:48 main:581] : INFO : Epoch 1782 | loss: 0.0311929 | val_loss: 0.0312024 | Time: 2046.62 ms [2022-04-08 05:06:50 main:581] : INFO : Epoch 1783 | loss: 0.0311911 | val_loss: 0.0312031 | Time: 2041.65 ms [2022-04-08 05:06:52 main:581] : INFO : Epoch 1784 | loss: 0.0311937 | val_loss: 0.0312132 | Time: 2047.19 ms [2022-04-08 05:06:54 main:581] : INFO : Epoch 1785 | loss: 0.031194 | val_loss: 0.0312024 | Time: 2041.45 ms [2022-04-08 05:06:56 main:581] : INFO : Epoch 1786 | loss: 0.0311932 | val_loss: 0.0312117 | Time: 2049.4 ms [2022-04-08 05:06:58 main:581] : INFO : Epoch 1787 | loss: 0.0311969 | val_loss: 0.0312077 | Time: 2043.67 ms [2022-04-08 05:07:00 main:581] : INFO : Epoch 1788 | loss: 0.0311915 | val_loss: 0.0312049 | Time: 2050.77 ms [2022-04-08 05:07:02 main:581] : INFO : Epoch 1789 | loss: 0.031194 | val_loss: 0.0312094 | Time: 2039.24 ms [2022-04-08 05:07:04 main:581] : INFO : Epoch 1790 | loss: 0.0311964 | val_loss: 0.0312052 | Time: 2043.19 ms [2022-04-08 05:07:06 main:581] : INFO : Epoch 1791 | loss: 0.0311916 | val_loss: 0.0312043 | Time: 2041.73 ms [2022-04-08 05:07:09 main:581] : INFO : Epoch 1792 | loss: 0.0311906 | val_loss: 0.0312053 | Time: 2036.78 ms [2022-04-08 05:07:11 main:581] : INFO : Epoch 1793 | loss: 0.0311902 | val_loss: 0.0312056 | Time: 2046.94 ms [2022-04-08 05:07:13 main:581] : INFO : Epoch 1794 | loss: 0.0311907 | val_loss: 0.0312042 | Time: 2034.94 ms [2022-04-08 05:07:15 main:581] : INFO : Epoch 1795 | loss: 0.0311917 | val_loss: 0.0312061 | Time: 2041.85 ms [2022-04-08 05:07:17 main:581] : INFO : Epoch 1796 | loss: 0.0311919 | val_loss: 0.0312064 | Time: 2052.33 ms [2022-04-08 05:07:19 main:581] : INFO : Epoch 1797 | loss: 0.0311913 | val_loss: 0.0312018 | Time: 2049.33 ms [2022-04-08 05:07:21 main:581] : INFO : Epoch 1798 | loss: 0.0311925 | val_loss: 0.0312044 | Time: 2041.89 ms [2022-04-08 05:07:23 main:581] : INFO : Epoch 1799 | loss: 0.0311898 | val_loss: 0.0312079 | Time: 2040.63 ms [2022-04-08 05:07:25 main:581] : INFO : Epoch 1800 | loss: 0.0311902 | val_loss: 0.0312056 | Time: 2040.67 ms [2022-04-08 05:07:27 main:581] : INFO : Epoch 1801 | loss: 0.0311907 | val_loss: 0.0312053 | Time: 2050.64 ms [2022-04-08 05:07:29 main:581] : INFO : Epoch 1802 | loss: 0.0311893 | val_loss: 0.0312059 | Time: 2037.48 ms [2022-04-08 05:07:31 main:581] : INFO : Epoch 1803 | loss: 0.0311907 | val_loss: 0.0312047 | Time: 2041.78 ms [2022-04-08 05:07:33 main:581] : INFO : Epoch 1804 | loss: 0.0311916 | val_loss: 0.0312092 | Time: 2039.34 ms [2022-04-08 05:07:35 main:581] : INFO : Epoch 1805 | loss: 0.0311899 | val_loss: 0.0312038 | Time: 2039.56 ms [2022-04-08 05:07:37 main:581] : INFO : Epoch 1806 | loss: 0.0311906 | val_loss: 0.0312063 | Time: 2049.84 ms [2022-04-08 05:07:39 main:581] : INFO : Epoch 1807 | loss: 0.0311901 | val_loss: 0.0312059 | Time: 2043.29 ms [2022-04-08 05:07:41 main:581] : INFO : Epoch 1808 | loss: 0.0311906 | val_loss: 0.0312083 | Time: 2041.52 ms [2022-04-08 05:07:43 main:581] : INFO : Epoch 1809 | loss: 0.0311896 | val_loss: 0.0312066 | Time: 2032.84 ms [2022-04-08 05:07:45 main:581] : INFO : Epoch 1810 | loss: 0.0311881 | val_loss: 0.0312093 | Time: 2042.05 ms [2022-04-08 05:07:47 main:581] : INFO : Epoch 1811 | loss: 0.031189 | val_loss: 0.0312072 | Time: 2052.78 ms [2022-04-08 05:07:49 main:581] : INFO : Epoch 1812 | loss: 0.0311901 | val_loss: 0.031206 | Time: 2043.77 ms [2022-04-08 05:07:51 main:581] : INFO : Epoch 1813 | loss: 0.0311897 | val_loss: 0.0312061 | Time: 2041.54 ms [2022-04-08 05:07:53 main:581] : INFO : Epoch 1814 | loss: 0.0311883 | val_loss: 0.0312088 | Time: 2045.9 ms [2022-04-08 05:07:56 main:581] : INFO : Epoch 1815 | loss: 0.0311883 | val_loss: 0.0312048 | Time: 2041.93 ms [2022-04-08 05:07:58 main:581] : INFO : Epoch 1816 | loss: 0.0311887 | val_loss: 0.0312055 | Time: 2033.57 ms [2022-04-08 05:08:00 main:581] : INFO : Epoch 1817 | loss: 0.0311899 | val_loss: 0.0312101 | Time: 2044.48 ms [2022-04-08 05:08:02 main:581] : INFO : Epoch 1818 | loss: 0.0311924 | val_loss: 0.0312256 | Time: 2038.71 ms [2022-04-08 05:08:04 main:581] : INFO : Epoch 1819 | loss: 0.0312048 | val_loss: 0.0312296 | Time: 2041.08 ms [2022-04-08 05:08:06 main:581] : INFO : Epoch 1820 | loss: 0.0312012 | val_loss: 0.0312126 | Time: 2039.53 ms [2022-04-08 05:08:08 main:581] : INFO : Epoch 1821 | loss: 0.0311913 | val_loss: 0.0312113 | Time: 2043.35 ms [2022-04-08 05:08:10 main:581] : INFO : Epoch 1822 | loss: 0.0311895 | val_loss: 0.0312057 | Time: 2041.91 ms [2022-04-08 05:08:12 main:581] : INFO : Epoch 1823 | loss: 0.0311896 | val_loss: 0.0312057 | Time: 2037.74 ms [2022-04-08 05:08:14 main:581] : INFO : Epoch 1824 | loss: 0.031194 | val_loss: 0.0312072 | Time: 2042.13 ms [2022-04-08 05:08:16 main:581] : INFO : Epoch 1825 | loss: 0.031194 | val_loss: 0.0312049 | Time: 2039.72 ms [2022-04-08 05:08:18 main:581] : INFO : Epoch 1826 | loss: 0.0311877 | val_loss: 0.0312097 | Time: 2041.44 ms [2022-04-08 05:08:20 main:581] : INFO : Epoch 1827 | loss: 0.0311918 | val_loss: 0.03121 | Time: 2033.71 ms [2022-04-08 05:08:22 main:581] : INFO : Epoch 1828 | loss: 0.0311913 | val_loss: 0.0312071 | Time: 2047.61 ms [2022-04-08 05:08:24 main:581] : INFO : Epoch 1829 | loss: 0.0311886 | val_loss: 0.0312071 | Time: 2038.04 ms [2022-04-08 05:08:26 main:581] : INFO : Epoch 1830 | loss: 0.0311874 | val_loss: 0.0312053 | Time: 2035.5 ms [2022-04-08 05:08:28 main:581] : INFO : Epoch 1831 | loss: 0.0311903 | val_loss: 0.0312072 | Time: 2037.27 ms [2022-04-08 05:08:30 main:581] : INFO : Epoch 1832 | loss: 0.0311903 | val_loss: 0.0312096 | Time: 2052.2 ms [2022-04-08 05:08:32 main:581] : INFO : Epoch 1833 | loss: 0.0311867 | val_loss: 0.0312042 | Time: 2042.19 ms [2022-04-08 05:08:34 main:581] : INFO : Epoch 1834 | loss: 0.0311869 | val_loss: 0.0312064 | Time: 2040.29 ms [2022-04-08 05:08:36 main:581] : INFO : Epoch 1835 | loss: 0.0311903 | val_loss: 0.0312176 | Time: 2037.99 ms [2022-04-08 05:08:38 main:581] : INFO : Epoch 1836 | loss: 0.0311944 | val_loss: 0.0312063 | Time: 2041.86 ms [2022-04-08 05:08:40 main:581] : INFO : Epoch 1837 | loss: 0.031187 | val_loss: 0.0312044 | Time: 2031.95 ms [2022-04-08 05:08:42 main:581] : INFO : Epoch 1838 | loss: 0.0311865 | val_loss: 0.0312086 | Time: 2037.58 ms [2022-04-08 05:08:44 main:581] : INFO : Epoch 1839 | loss: 0.03119 | val_loss: 0.0312031 | Time: 2042.44 ms [2022-04-08 05:08:47 main:581] : INFO : Epoch 1840 | loss: 0.0311902 | val_loss: 0.0312081 | Time: 2052.88 ms [2022-04-08 05:08:49 main:581] : INFO : Epoch 1841 | loss: 0.0311872 | val_loss: 0.0312065 | Time: 2037.08 ms [2022-04-08 05:08:51 main:581] : INFO : Epoch 1842 | loss: 0.0311879 | val_loss: 0.0312039 | Time: 2043.67 ms [2022-04-08 05:08:53 main:581] : INFO : Epoch 1843 | loss: 0.0311882 | val_loss: 0.031204 | Time: 2047.69 ms [2022-04-08 05:08:55 main:581] : INFO : Epoch 1844 | loss: 0.0311917 | val_loss: 0.0312054 | Time: 2041.02 ms [2022-04-08 05:08:57 main:581] : INFO : Epoch 1845 | loss: 0.0311956 | val_loss: 0.0312138 | Time: 2035.91 ms [2022-04-08 05:08:59 main:581] : INFO : Epoch 1846 | loss: 0.0311914 | val_loss: 0.0312046 | Time: 2051.68 ms [2022-04-08 05:09:01 main:581] : INFO : Epoch 1847 | loss: 0.0311885 | val_loss: 0.0312041 | Time: 2039.35 ms [2022-04-08 05:09:03 main:581] : INFO : Epoch 1848 | loss: 0.0311881 | val_loss: 0.0312086 | Time: 2045.93 ms [2022-04-08 05:09:05 main:581] : INFO : Epoch 1849 | loss: 0.0311896 | val_loss: 0.0312085 | Time: 2040.35 ms [2022-04-08 05:09:07 main:581] : INFO : Epoch 1850 | loss: 0.0311903 | val_loss: 0.031207 | Time: 2039.68 ms [2022-04-08 05:09:09 main:581] : INFO : Epoch 1851 | loss: 0.0311891 | val_loss: 0.0312015 | Time: 2042.9 ms [2022-04-08 05:09:11 main:581] : INFO : Epoch 1852 | loss: 0.0311871 | val_loss: 0.031201 | Time: 2042.54 ms [2022-04-08 05:09:13 main:581] : INFO : Epoch 1853 | loss: 0.0311883 | val_loss: 0.0312046 | Time: 2043.92 ms [2022-04-08 05:09:15 main:581] : INFO : Epoch 1854 | loss: 0.031189 | val_loss: 0.0312018 | Time: 2040.35 ms [2022-04-08 05:09:17 main:581] : INFO : Epoch 1855 | loss: 0.0311871 | val_loss: 0.0312011 | Time: 2039.18 ms [2022-04-08 05:09:19 main:581] : INFO : Epoch 1856 | loss: 0.0311882 | val_loss: 0.0312033 | Time: 2044.71 ms [2022-04-08 05:09:21 main:581] : INFO : Epoch 1857 | loss: 0.0311921 | val_loss: 0.0312141 | Time: 2038.69 ms [2022-04-08 05:09:23 main:581] : INFO : Epoch 1858 | loss: 0.0311887 | val_loss: 0.0312025 | Time: 2042.99 ms [2022-04-08 05:09:25 main:581] : INFO : Epoch 1859 | loss: 0.0311878 | val_loss: 0.0312132 | Time: 2040.09 ms [2022-04-08 05:09:27 main:581] : INFO : Epoch 1860 | loss: 0.0311916 | val_loss: 0.0312028 | Time: 2043.47 ms [2022-04-08 05:09:29 main:581] : INFO : Epoch 1861 | loss: 0.0311924 | val_loss: 0.0312034 | Time: 2051.17 ms [2022-04-08 05:09:31 main:581] : INFO : Epoch 1862 | loss: 0.0311881 | val_loss: 0.031203 | Time: 2044.98 ms [2022-04-08 05:09:34 main:581] : INFO : Epoch 1863 | loss: 0.031187 | val_loss: 0.0312033 | Time: 2048.53 ms [2022-04-08 05:09:36 main:581] : INFO : Epoch 1864 | loss: 0.0311869 | val_loss: 0.0312044 | Time: 2039.03 ms [2022-04-08 05:09:38 main:581] : INFO : Epoch 1865 | loss: 0.0311905 | val_loss: 0.0312049 | Time: 2043.86 ms [2022-04-08 05:09:40 main:581] : INFO : Epoch 1866 | loss: 0.0311898 | val_loss: 0.0312048 | Time: 2044.17 ms [2022-04-08 05:09:42 main:581] : INFO : Epoch 1867 | loss: 0.0311877 | val_loss: 0.031209 | Time: 2041.52 ms [2022-04-08 05:09:44 main:581] : INFO : Epoch 1868 | loss: 0.0311873 | val_loss: 0.0312025 | Time: 2045.63 ms [2022-04-08 05:09:46 main:581] : INFO : Epoch 1869 | loss: 0.0311889 | val_loss: 0.0312043 | Time: 2039.29 ms [2022-04-08 05:09:48 main:581] : INFO : Epoch 1870 | loss: 0.0311876 | val_loss: 0.0312031 | Time: 2043.8 ms [2022-04-08 05:09:50 main:581] : INFO : Epoch 1871 | loss: 0.0311859 | val_loss: 0.0312061 | Time: 2045.41 ms [2022-04-08 05:09:52 main:581] : INFO : Epoch 1872 | loss: 0.0311876 | val_loss: 0.0312071 | Time: 2038.88 ms [2022-04-08 05:09:54 main:581] : INFO : Epoch 1873 | loss: 0.0311881 | val_loss: 0.0312049 | Time: 2046.22 ms [2022-04-08 05:09:56 main:581] : INFO : Epoch 1874 | loss: 0.0311875 | val_loss: 0.0312037 | Time: 2045.55 ms [2022-04-08 05:09:58 main:581] : INFO : Epoch 1875 | loss: 0.0311917 | val_loss: 0.0312012 | Time: 2037.23 ms [2022-04-08 05:10:00 main:581] : INFO : Epoch 1876 | loss: 0.0311879 | val_loss: 0.0312031 | Time: 2041.86 ms [2022-04-08 05:10:02 main:581] : INFO : Epoch 1877 | loss: 0.0311859 | val_loss: 0.031206 | Time: 2038.18 ms [2022-04-08 05:10:04 main:581] : INFO : Epoch 1878 | loss: 0.0311874 | val_loss: 0.0312034 | Time: 2036.9 ms [2022-04-08 05:10:06 main:581] : INFO : Epoch 1879 | loss: 0.0311874 | val_loss: 0.0312032 | Time: 2046.67 ms [2022-04-08 05:10:08 main:581] : INFO : Epoch 1880 | loss: 0.0311871 | val_loss: 0.0312039 | Time: 2043.51 ms [2022-04-08 05:10:10 main:581] : INFO : Epoch 1881 | loss: 0.0311857 | val_loss: 0.0312032 | Time: 2037.65 ms [2022-04-08 05:10:12 main:581] : INFO : Epoch 1882 | loss: 0.0311855 | val_loss: 0.0312036 | Time: 2039.75 ms [2022-04-08 05:10:14 main:581] : INFO : Epoch 1883 | loss: 0.0311859 | val_loss: 0.0312034 | Time: 2040.72 ms [2022-04-08 05:10:16 main:581] : INFO : Epoch 1884 | loss: 0.0311865 | val_loss: 0.0312033 | Time: 2045.59 ms [2022-04-08 05:10:18 main:581] : INFO : Epoch 1885 | loss: 0.0311882 | val_loss: 0.0312036 | Time: 2040.11 ms [2022-04-08 05:10:20 main:581] : INFO : Epoch 1886 | loss: 0.0311962 | val_loss: 0.031207 | Time: 2036.97 ms [2022-04-08 05:10:23 main:581] : INFO : Epoch 1887 | loss: 0.0311977 | val_loss: 0.0312134 | Time: 2041.93 ms [2022-04-08 05:10:25 main:581] : INFO : Epoch 1888 | loss: 0.0311998 | val_loss: 0.0312054 | Time: 2044.49 ms [2022-04-08 05:10:27 main:581] : INFO : Epoch 1889 | loss: 0.0311924 | val_loss: 0.0312021 | Time: 2043.53 ms [2022-04-08 05:10:29 main:581] : INFO : Epoch 1890 | loss: 0.0311923 | val_loss: 0.0312044 | Time: 2044.81 ms [2022-04-08 05:10:31 main:581] : INFO : Epoch 1891 | loss: 0.0311927 | val_loss: 0.0312026 | Time: 2045.2 ms [2022-04-08 05:10:33 main:581] : INFO : Epoch 1892 | loss: 0.0311926 | val_loss: 0.0311988 | Time: 2043.75 ms [2022-04-08 05:10:35 main:581] : INFO : Epoch 1893 | loss: 0.0311906 | val_loss: 0.031199 | Time: 2036.77 ms [2022-04-08 05:10:37 main:581] : INFO : Epoch 1894 | loss: 0.0311904 | val_loss: 0.0311997 | Time: 2045.17 ms [2022-04-08 05:10:39 main:581] : INFO : Epoch 1895 | loss: 0.031191 | val_loss: 0.031205 | Time: 2044.3 ms [2022-04-08 05:10:41 main:581] : INFO : Epoch 1896 | loss: 0.0311909 | val_loss: 0.0312031 | Time: 2043.8 ms [2022-04-08 05:10:43 main:581] : INFO : Epoch 1897 | loss: 0.03119 | val_loss: 0.0311999 | Time: 2036.36 ms [2022-04-08 05:10:45 main:581] : INFO : Epoch 1898 | loss: 0.0311884 | val_loss: 0.0312024 | Time: 2043.31 ms [2022-04-08 05:10:47 main:581] : INFO : Epoch 1899 | loss: 0.0311899 | val_loss: 0.0312033 | Time: 2041.93 ms [2022-04-08 05:10:49 main:581] : INFO : Epoch 1900 | loss: 0.0311902 | val_loss: 0.0312032 | Time: 2038.36 ms [2022-04-08 05:10:51 main:581] : INFO : Epoch 1901 | loss: 0.0311887 | val_loss: 0.0311985 | Time: 2035.39 ms [2022-04-08 05:10:53 main:581] : INFO : Epoch 1902 | loss: 0.0311897 | val_loss: 0.0312001 | Time: 2040.63 ms [2022-04-08 05:10:55 main:581] : INFO : Epoch 1903 | loss: 0.0311897 | val_loss: 0.031201 | Time: 2043.1 ms [2022-04-08 05:10:57 main:581] : INFO : Epoch 1904 | loss: 0.0311902 | val_loss: 0.0311999 | Time: 2040.57 ms [2022-04-08 05:10:59 main:581] : INFO : Epoch 1905 | loss: 0.031189 | val_loss: 0.0312002 | Time: 2047.85 ms [2022-04-08 05:11:01 main:581] : INFO : Epoch 1906 | loss: 0.0311881 | val_loss: 0.0311994 | Time: 2050.97 ms [2022-04-08 05:11:03 main:581] : INFO : Epoch 1907 | loss: 0.0311872 | val_loss: 0.0312073 | Time: 2038.4 ms [2022-04-08 05:11:05 main:581] : INFO : Epoch 1908 | loss: 0.0311879 | val_loss: 0.0312009 | Time: 2042.16 ms [2022-04-08 05:11:07 main:581] : INFO : Epoch 1909 | loss: 0.0311879 | val_loss: 0.0312101 | Time: 2042.87 ms [2022-04-08 05:11:10 main:581] : INFO : Epoch 1910 | loss: 0.0311904 | val_loss: 0.0311994 | Time: 2043.36 ms [2022-04-08 05:11:12 main:581] : INFO : Epoch 1911 | loss: 0.0311876 | val_loss: 0.0312022 | Time: 2048.17 ms [2022-04-08 05:11:14 main:581] : INFO : Epoch 1912 | loss: 0.0311879 | val_loss: 0.031201 | Time: 2048.44 ms [2022-04-08 05:11:16 main:581] : INFO : Epoch 1913 | loss: 0.03119 | val_loss: 0.0312117 | Time: 2037.79 ms [2022-04-08 05:11:18 main:581] : INFO : Epoch 1914 | loss: 0.031204 | val_loss: 0.0312378 | Time: 2048.35 ms [2022-04-08 05:11:20 main:581] : INFO : Epoch 1915 | loss: 0.0351144 | val_loss: 0.0319185 | Time: 2048.67 ms [2022-04-08 05:11:22 main:581] : INFO : Epoch 1916 | loss: 0.0452143 | val_loss: 0.0372401 | Time: 2042.35 ms [2022-04-08 05:11:24 main:581] : INFO : Epoch 1917 | loss: 0.033619 | val_loss: 0.0314791 | Time: 2040.58 ms [2022-04-08 05:11:26 main:581] : INFO : Epoch 1918 | loss: 0.0314124 | val_loss: 0.0313282 | Time: 2036.84 ms [2022-04-08 05:11:28 main:581] : INFO : Epoch 1919 | loss: 0.0312831 | val_loss: 0.0312603 | Time: 2038.95 ms [2022-04-08 05:11:30 main:581] : INFO : Epoch 1920 | loss: 0.0312559 | val_loss: 0.031252 | Time: 2038.27 ms [2022-04-08 05:11:32 main:581] : INFO : Epoch 1921 | loss: 0.031252 | val_loss: 0.0312506 | Time: 2040.89 ms [2022-04-08 05:11:34 main:581] : INFO : Epoch 1922 | loss: 0.031251 | val_loss: 0.0312503 | Time: 2036.96 ms [2022-04-08 05:11:36 main:581] : INFO : Epoch 1923 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2043.15 ms [2022-04-08 05:11:38 main:581] : INFO : Epoch 1924 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2043.24 ms [2022-04-08 05:11:40 main:581] : INFO : Epoch 1925 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2039.69 ms [2022-04-08 05:11:42 main:581] : INFO : Epoch 1926 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2045.49 ms [2022-04-08 05:11:44 main:581] : INFO : Epoch 1927 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2039.79 ms [2022-04-08 05:11:46 main:581] : INFO : Epoch 1928 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2047.99 ms [2022-04-08 05:11:48 main:581] : INFO : Epoch 1929 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2035.81 ms [2022-04-08 05:11:50 main:581] : INFO : Epoch 1930 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2046.75 ms [2022-04-08 05:11:52 main:581] : INFO : Epoch 1931 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2040.75 ms [2022-04-08 05:11:54 main:581] : INFO : Epoch 1932 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2044.12 ms [2022-04-08 05:11:56 main:581] : INFO : Epoch 1933 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2046.67 ms [2022-04-08 05:11:59 main:581] : INFO : Epoch 1934 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2039.6 ms [2022-04-08 05:12:01 main:581] : INFO : Epoch 1935 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2034.37 ms [2022-04-08 05:12:03 main:581] : INFO : Epoch 1936 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2036.63 ms [2022-04-08 05:12:05 main:581] : INFO : Epoch 1937 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2038.84 ms [2022-04-08 05:12:07 main:581] : INFO : Epoch 1938 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2039 ms [2022-04-08 05:12:09 main:581] : INFO : Epoch 1939 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2036.18 ms [2022-04-08 05:12:11 main:581] : INFO : Epoch 1940 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2046.96 ms [2022-04-08 05:12:13 main:581] : INFO : Epoch 1941 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2046.12 ms [2022-04-08 05:12:15 main:581] : INFO : Epoch 1942 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2037.78 ms [2022-04-08 05:12:17 main:581] : INFO : Epoch 1943 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2041.43 ms [2022-04-08 05:12:19 main:581] : INFO : Epoch 1944 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2048.23 ms [2022-04-08 05:12:21 main:581] : INFO : Epoch 1945 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2038.35 ms [2022-04-08 05:12:23 main:581] : INFO : Epoch 1946 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2041.91 ms [2022-04-08 05:12:25 main:581] : INFO : Epoch 1947 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2041.92 ms [2022-04-08 05:12:27 main:581] : INFO : Epoch 1948 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2047.13 ms [2022-04-08 05:12:29 main:581] : INFO : Epoch 1949 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2033.88 ms [2022-04-08 05:12:31 main:581] : INFO : Epoch 1950 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2037.17 ms [2022-04-08 05:12:33 main:581] : INFO : Epoch 1951 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2038.83 ms [2022-04-08 05:12:35 main:581] : INFO : Epoch 1952 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2045.03 ms [2022-04-08 05:12:37 main:581] : INFO : Epoch 1953 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2039.08 ms [2022-04-08 05:12:39 main:581] : INFO : Epoch 1954 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2043.72 ms [2022-04-08 05:12:41 main:581] : INFO : Epoch 1955 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2039.51 ms [2022-04-08 05:12:43 main:581] : INFO : Epoch 1956 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2039.85 ms [2022-04-08 05:12:45 main:581] : INFO : Epoch 1957 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2041.84 ms [2022-04-08 05:12:48 main:581] : INFO : Epoch 1958 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2046.09 ms [2022-04-08 05:12:50 main:581] : INFO : Epoch 1959 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2040.86 ms [2022-04-08 05:12:52 main:581] : INFO : Epoch 1960 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2039.13 ms [2022-04-08 05:12:54 main:581] : INFO : Epoch 1961 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2048.54 ms [2022-04-08 05:12:56 main:581] : INFO : Epoch 1962 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2037.23 ms [2022-04-08 05:12:58 main:581] : INFO : Epoch 1963 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2034.43 ms [2022-04-08 05:13:00 main:581] : INFO : Epoch 1964 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2044.27 ms [2022-04-08 05:13:02 main:581] : INFO : Epoch 1965 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2036.53 ms [2022-04-08 05:13:04 main:581] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2040.93 ms [2022-04-08 05:13:06 main:581] : INFO : Epoch 1967 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2041.79 ms [2022-04-08 05:13:08 main:581] : INFO : Epoch 1968 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2056.57 ms [2022-04-08 05:13:10 main:581] : INFO : Epoch 1969 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2047.61 ms [2022-04-08 05:13:12 main:581] : INFO : Epoch 1970 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2043.79 ms [2022-04-08 05:13:14 main:581] : INFO : Epoch 1971 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2038.65 ms [2022-04-08 05:13:16 main:581] : INFO : Epoch 1972 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2046.6 ms [2022-04-08 05:13:18 main:581] : INFO : Epoch 1973 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2046.43 ms [2022-04-08 05:13:20 main:581] : INFO : Epoch 1974 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2038.85 ms [2022-04-08 05:13:22 main:581] : INFO : Epoch 1975 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2052.78 ms [2022-04-08 05:13:24 main:581] : INFO : Epoch 1976 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2040.93 ms [2022-04-08 05:13:26 main:581] : INFO : Epoch 1977 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2040.91 ms [2022-04-08 05:13:28 main:581] : INFO : Epoch 1978 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2044.51 ms [2022-04-08 05:13:30 main:581] : INFO : Epoch 1979 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2039.98 ms [2022-04-08 05:13:32 main:581] : INFO : Epoch 1980 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2038.89 ms [2022-04-08 05:13:34 main:581] : INFO : Epoch 1981 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2039.07 ms [2022-04-08 05:13:37 main:581] : INFO : Epoch 1982 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2046.36 ms [2022-04-08 05:13:39 main:581] : INFO : Epoch 1983 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2054.78 ms [2022-04-08 05:13:41 main:581] : INFO : Epoch 1984 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2041.1 ms [2022-04-08 05:13:43 main:581] : INFO : Epoch 1985 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2040.17 ms [2022-04-08 05:13:45 main:581] : INFO : Epoch 1986 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2040 ms [2022-04-08 05:13:47 main:581] : INFO : Epoch 1987 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 2048.33 ms [2022-04-08 05:13:49 main:581] : INFO : Epoch 1988 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2047.63 ms [2022-04-08 05:13:51 main:581] : INFO : Epoch 1989 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2041.3 ms [2022-04-08 05:13:53 main:581] : INFO : Epoch 1990 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2041.54 ms [2022-04-08 05:13:55 main:581] : INFO : Epoch 1991 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2035.55 ms [2022-04-08 05:13:57 main:581] : INFO : Epoch 1992 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2047.68 ms [2022-04-08 05:13:59 main:581] : INFO : Epoch 1993 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2042.89 ms [2022-04-08 05:14:01 main:581] : INFO : Epoch 1994 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2051.92 ms [2022-04-08 05:14:03 main:581] : INFO : Epoch 1995 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2040.08 ms [2022-04-08 05:14:05 main:581] : INFO : Epoch 1996 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2044.73 ms [2022-04-08 05:14:07 main:581] : INFO : Epoch 1997 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2042.32 ms [2022-04-08 05:14:09 main:581] : INFO : Epoch 1998 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2044.88 ms [2022-04-08 05:14:11 main:581] : INFO : Epoch 1999 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2048.24 ms [2022-04-08 05:14:13 main:581] : INFO : Epoch 2000 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2038.44 ms [2022-04-08 05:14:15 main:581] : INFO : Epoch 2001 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2044.23 ms [2022-04-08 05:14:17 main:581] : INFO : Epoch 2002 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2047.05 ms [2022-04-08 05:14:19 main:581] : INFO : Epoch 2003 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2040.92 ms [2022-04-08 05:14:22 main:581] : INFO : Epoch 2004 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2042.27 ms [2022-04-08 05:14:24 main:581] : INFO : Epoch 2005 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2040.25 ms [2022-04-08 05:14:26 main:581] : INFO : Epoch 2006 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2041.19 ms [2022-04-08 05:14:28 main:581] : INFO : Epoch 2007 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2041.86 ms [2022-04-08 05:14:30 main:581] : INFO : Epoch 2008 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2044.86 ms [2022-04-08 05:14:32 main:581] : INFO : Epoch 2009 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2043.14 ms [2022-04-08 05:14:34 main:581] : INFO : Epoch 2010 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2041.84 ms [2022-04-08 05:14:36 main:581] : INFO : Epoch 2011 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2042.62 ms [2022-04-08 05:14:38 main:581] : INFO : Epoch 2012 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2037.37 ms [2022-04-08 05:14:40 main:581] : INFO : Epoch 2013 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2039.34 ms [2022-04-08 05:14:42 main:581] : INFO : Epoch 2014 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2051.21 ms [2022-04-08 05:14:44 main:581] : INFO : Epoch 2015 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2037.9 ms [2022-04-08 05:14:46 main:581] : INFO : Epoch 2016 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2036.37 ms [2022-04-08 05:14:48 main:581] : INFO : Epoch 2017 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 2043.36 ms [2022-04-08 05:14:50 main:581] : INFO : Epoch 2018 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2039.48 ms [2022-04-08 05:14:52 main:581] : INFO : Epoch 2019 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2042.54 ms [2022-04-08 05:14:54 main:581] : INFO : Epoch 2020 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2042.42 ms [2022-04-08 05:14:56 main:581] : INFO : Epoch 2021 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2037.6 ms [2022-04-08 05:14:58 main:581] : INFO : Epoch 2022 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2044.2 ms [2022-04-08 05:15:00 main:581] : INFO : Epoch 2023 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2037.24 ms [2022-04-08 05:15:02 main:581] : INFO : Epoch 2024 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 2039.23 ms [2022-04-08 05:15:04 main:581] : INFO : Epoch 2025 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2036.82 ms [2022-04-08 05:15:06 main:581] : INFO : Epoch 2026 | loss: 0.0312511 | val_loss: 0.031251 | Time: 2033.98 ms [2022-04-08 05:15:08 main:581] : INFO : Epoch 2027 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2039.1 ms [2022-04-08 05:15:10 main:581] : INFO : Epoch 2028 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2038.28 ms [2022-04-08 05:15:13 main:581] : INFO : Epoch 2029 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2039.44 ms [2022-04-08 05:15:15 main:581] : INFO : Epoch 2030 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2043.27 ms [2022-04-08 05:15:17 main:581] : INFO : Epoch 2031 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2041.62 ms [2022-04-08 05:15:19 main:581] : INFO : Epoch 2032 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2047.26 ms [2022-04-08 05:15:21 main:581] : INFO : Epoch 2033 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2033.86 ms [2022-04-08 05:15:23 main:581] : INFO : Epoch 2034 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2045.25 ms [2022-04-08 05:15:25 main:581] : INFO : Epoch 2035 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2037.36 ms [2022-04-08 05:15:27 main:581] : INFO : Epoch 2036 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2039.12 ms [2022-04-08 05:15:29 main:581] : INFO : Epoch 2037 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2037.65 ms [2022-04-08 05:15:31 main:581] : INFO : Epoch 2038 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2050.71 ms [2022-04-08 05:15:33 main:581] : INFO : Epoch 2039 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2047.8 ms [2022-04-08 05:15:35 main:581] : INFO : Epoch 2040 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 2046.39 ms [2022-04-08 05:15:37 main:581] : INFO : Epoch 2041 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2039.69 ms [2022-04-08 05:15:39 main:581] : INFO : Epoch 2042 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2046.77 ms [2022-04-08 05:15:41 main:581] : INFO : Epoch 2043 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2040.55 ms [2022-04-08 05:15:43 main:581] : INFO : Epoch 2044 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2041.91 ms [2022-04-08 05:15:45 main:581] : INFO : Epoch 2045 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2036.2 ms [2022-04-08 05:15:47 main:581] : INFO : Epoch 2046 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2041.24 ms [2022-04-08 05:15:49 main:581] : INFO : Epoch 2047 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2033.42 ms [2022-04-08 05:15:51 main:581] : INFO : Epoch 2048 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2045.7 ms [2022-04-08 05:15:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.03125 [2022-04-08 05:15:51 main:610] : INFO : Saving end state to config to file [2022-04-08 05:15:51 main:615] : INFO : Success, exiting.. 05:15:51 (504506): 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)