Task 8897857
| Name | ParityModified-1636228228-17980-1_0 |
| Workunit | 6361521 |
| Created | 12 Nov 2021, 12:31:10 UTC |
| Sent | 19 Nov 2021, 4:41:31 UTC |
| Report deadline | 26 Nov 2021, 4:41:31 UTC |
| Received | 19 Nov 2021, 9:12:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16550 |
| Run time | 1 hours 6 min 16 sec |
| CPU time | 1 hours 5 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0312066 | val_loss: 0.0312134 | Time: 1946.25 ms [2021-11-19 08:54:47 main:581] : INFO : Epoch 1539 | loss: 0.0312005 | val_loss: 0.0311999 | Time: 1933.15 ms [2021-11-19 08:54:49 main:581] : INFO : Epoch 1540 | loss: 0.0312054 | val_loss: 0.0312029 | Time: 1909.53 ms [2021-11-19 08:54:51 main:581] : INFO : Epoch 1541 | loss: 0.0312008 | val_loss: 0.0312003 | Time: 1921.12 ms [2021-11-19 08:54:53 main:581] : INFO : Epoch 1542 | loss: 0.0312 | val_loss: 0.0312035 | Time: 1925.02 ms [2021-11-19 08:54:55 main:581] : INFO : Epoch 1543 | loss: 0.0312025 | val_loss: 0.0312053 | Time: 1931.41 ms [2021-11-19 08:54:57 main:581] : INFO : Epoch 1544 | loss: 0.031204 | val_loss: 0.0312046 | Time: 1954.55 ms [2021-11-19 08:54:59 main:581] : INFO : Epoch 1545 | loss: 0.0312017 | val_loss: 0.0312014 | Time: 1932.55 ms [2021-11-19 08:55:01 main:581] : INFO : Epoch 1546 | loss: 0.0311985 | val_loss: 0.0312051 | Time: 1917.73 ms [2021-11-19 08:55:03 main:581] : INFO : Epoch 1547 | loss: 0.0312007 | val_loss: 0.0312079 | Time: 1918.95 ms [2021-11-19 08:55:05 main:581] : INFO : Epoch 1548 | loss: 0.0312006 | val_loss: 0.0312028 | Time: 1935.13 ms [2021-11-19 08:55:07 main:581] : INFO : Epoch 1549 | loss: 0.0312023 | val_loss: 0.0312032 | Time: 1932.13 ms [2021-11-19 08:55:09 main:581] : INFO : Epoch 1550 | loss: 0.0312006 | val_loss: 0.0312007 | Time: 1925.99 ms [2021-11-19 08:55:11 main:581] : INFO : Epoch 1551 | loss: 0.0312009 | val_loss: 0.0312027 | Time: 1930.08 ms [2021-11-19 08:55:12 main:581] : INFO : Epoch 1552 | loss: 0.0311999 | val_loss: 0.0312034 | Time: 1924.66 ms [2021-11-19 08:55:14 main:581] : INFO : Epoch 1553 | loss: 0.0312027 | val_loss: 0.0312059 | Time: 1911.28 ms [2021-11-19 08:55:16 main:581] : INFO : Epoch 1554 | loss: 0.0312032 | val_loss: 0.031205 | Time: 1929.04 ms [2021-11-19 08:55:18 main:581] : INFO : Epoch 1555 | loss: 0.0311997 | val_loss: 0.0312031 | Time: 1924.47 ms [2021-11-19 08:55:20 main:581] : INFO : Epoch 1556 | loss: 0.0312031 | val_loss: 0.0312003 | Time: 1921.29 ms [2021-11-19 08:55:22 main:581] : INFO : Epoch 1557 | loss: 0.0311993 | val_loss: 0.0312041 | Time: 1931.67 ms [2021-11-19 08:55:24 main:581] : INFO : Epoch 1558 | loss: 0.0311987 | val_loss: 0.0312045 | Time: 1939.12 ms [2021-11-19 08:55:26 main:581] : INFO : Epoch 1559 | loss: 0.0311992 | val_loss: 0.0312027 | Time: 1922.74 ms [2021-11-19 08:55:28 main:581] : INFO : Epoch 1560 | loss: 0.0311992 | val_loss: 0.0312058 | Time: 1933.44 ms [2021-11-19 08:55:30 main:581] : INFO : Epoch 1561 | loss: 0.0311992 | val_loss: 0.0312019 | Time: 1922.19 ms [2021-11-19 08:55:32 main:581] : INFO : Epoch 1562 | loss: 0.0311995 | val_loss: 0.0312011 | Time: 1934.4 ms [2021-11-19 08:55:34 main:581] : INFO : Epoch 1563 | loss: 0.031199 | val_loss: 0.0312011 | Time: 1930.77 ms [2021-11-19 08:55:36 main:581] : INFO : Epoch 1564 | loss: 0.0312006 | val_loss: 0.0312074 | Time: 1930.68 ms [2021-11-19 08:55:38 main:581] : INFO : Epoch 1565 | loss: 0.0312073 | val_loss: 0.0312129 | Time: 1924.73 ms [2021-11-19 08:55:39 main:581] : INFO : Epoch 1566 | loss: 0.031206 | val_loss: 0.0312017 | Time: 1934.65 ms [2021-11-19 08:55:41 main:581] : INFO : Epoch 1567 | loss: 0.0311986 | val_loss: 0.0312017 | Time: 1926.99 ms [2021-11-19 08:55:43 main:581] : INFO : Epoch 1568 | loss: 0.0312006 | val_loss: 0.0312051 | Time: 1924.08 ms [2021-11-19 08:55:45 main:581] : INFO : Epoch 1569 | loss: 0.0311988 | val_loss: 0.0312015 | Time: 1924.89 ms [2021-11-19 08:55:47 main:581] : INFO : Epoch 1570 | loss: 0.0311975 | val_loss: 0.0312019 | Time: 1926.36 ms [2021-11-19 08:55:49 main:581] : INFO : Epoch 1571 | loss: 0.0311988 | val_loss: 0.031201 | Time: 1937.01 ms [2021-11-19 08:55:51 main:581] : INFO : Epoch 1572 | loss: 0.0312091 | val_loss: 0.0312226 | Time: 2003.08 ms [2021-11-19 08:55:53 main:581] : INFO : Epoch 1573 | loss: 0.0312037 | val_loss: 0.0312032 | Time: 1949.81 ms [2021-11-19 08:55:55 main:581] : INFO : Epoch 1574 | loss: 0.0311977 | val_loss: 0.0312033 | Time: 1922.35 ms [2021-11-19 08:55:57 main:581] : INFO : Epoch 1575 | loss: 0.0311997 | val_loss: 0.0312028 | Time: 1962.29 ms [2021-11-19 08:55:59 main:581] : INFO : Epoch 1576 | loss: 0.0312025 | val_loss: 0.0312077 | Time: 1933.57 ms [2021-11-19 08:56:01 main:581] : INFO : Epoch 1577 | loss: 0.0312038 | val_loss: 0.0312046 | Time: 1930.23 ms [2021-11-19 08:56:03 main:581] : INFO : Epoch 1578 | loss: 0.0312 | val_loss: 0.0312017 | Time: 1912.04 ms [2021-11-19 08:56:05 main:581] : INFO : Epoch 1579 | loss: 0.0312019 | val_loss: 0.031201 | Time: 1944.34 ms [2021-11-19 08:56:07 main:581] : INFO : Epoch 1580 | loss: 0.0311987 | val_loss: 0.0312015 | Time: 1914.79 ms [2021-11-19 08:56:08 main:581] : INFO : Epoch 1581 | loss: 0.0311975 | val_loss: 0.0312015 | Time: 1913.04 ms [2021-11-19 08:56:10 main:581] : INFO : Epoch 1582 | loss: 0.0311988 | val_loss: 0.0312028 | Time: 1936.44 ms [2021-11-19 08:56:12 main:581] : INFO : Epoch 1583 | loss: 0.0311986 | val_loss: 0.0312022 | Time: 1912.4 ms [2021-11-19 08:56:14 main:581] : INFO : Epoch 1584 | loss: 0.0312015 | val_loss: 0.0312048 | Time: 1941.65 ms [2021-11-19 08:56:16 main:581] : INFO : Epoch 1585 | loss: 0.0312018 | val_loss: 0.0312046 | Time: 1940.64 ms [2021-11-19 08:56:18 main:581] : INFO : Epoch 1586 | loss: 0.0311993 | val_loss: 0.0312098 | Time: 1936.7 ms [2021-11-19 08:56:20 main:581] : INFO : Epoch 1587 | loss: 0.0312046 | val_loss: 0.0312064 | Time: 1929.4 ms [2021-11-19 08:56:22 main:581] : INFO : Epoch 1588 | loss: 0.0312057 | val_loss: 0.0312172 | Time: 1919.42 ms [2021-11-19 08:56:24 main:581] : INFO : Epoch 1589 | loss: 0.0312041 | val_loss: 0.0312048 | Time: 1932.34 ms [2021-11-19 08:56:26 main:581] : INFO : Epoch 1590 | loss: 0.0311991 | val_loss: 0.0312021 | Time: 1919.91 ms [2021-11-19 08:56:28 main:581] : INFO : Epoch 1591 | loss: 0.0311973 | val_loss: 0.0312051 | Time: 1932.01 ms [2021-11-19 08:56:30 main:581] : INFO : Epoch 1592 | loss: 0.0311968 | val_loss: 0.0312025 | Time: 1951.89 ms [2021-11-19 08:56:32 main:581] : INFO : Epoch 1593 | loss: 0.031198 | val_loss: 0.0312059 | Time: 1908.16 ms [2021-11-19 08:56:34 main:581] : INFO : Epoch 1594 | loss: 0.0312007 | val_loss: 0.0312058 | Time: 1934.4 ms [2021-11-19 08:56:35 main:581] : INFO : Epoch 1595 | loss: 0.0312011 | val_loss: 0.0312167 | Time: 1924.96 ms [2021-11-19 08:56:37 main:581] : INFO : Epoch 1596 | loss: 0.0312017 | val_loss: 0.0312072 | Time: 1925.84 ms [2021-11-19 08:56:39 main:581] : INFO : Epoch 1597 | loss: 0.0312017 | val_loss: 0.0312137 | Time: 1912.02 ms [2021-11-19 08:56:41 main:581] : INFO : Epoch 1598 | loss: 0.0312028 | val_loss: 0.0312086 | Time: 1914.69 ms [2021-11-19 08:56:43 main:581] : INFO : Epoch 1599 | loss: 0.0311977 | val_loss: 0.0312017 | Time: 1923.31 ms [2021-11-19 08:56:45 main:581] : INFO : Epoch 1600 | loss: 0.0311966 | val_loss: 0.0312149 | Time: 1916.74 ms [2021-11-19 08:56:47 main:581] : INFO : Epoch 1601 | loss: 0.0311996 | val_loss: 0.0312029 | Time: 1920.13 ms [2021-11-19 08:56:49 main:581] : INFO : Epoch 1602 | loss: 0.0311955 | val_loss: 0.0312031 | Time: 1911.84 ms [2021-11-19 08:56:51 main:581] : INFO : Epoch 1603 | loss: 0.0311954 | val_loss: 0.0312031 | Time: 1912.75 ms [2021-11-19 08:56:53 main:581] : INFO : Epoch 1604 | loss: 0.0311953 | val_loss: 0.0312018 | Time: 1911.69 ms [2021-11-19 08:56:55 main:581] : INFO : Epoch 1605 | loss: 0.0311971 | val_loss: 0.0312035 | Time: 1903.79 ms [2021-11-19 08:56:57 main:581] : INFO : Epoch 1606 | loss: 0.0311954 | val_loss: 0.0312043 | Time: 1930.32 ms [2021-11-19 08:56:59 main:581] : INFO : Epoch 1607 | loss: 0.031196 | val_loss: 0.0312024 | Time: 1926.53 ms [2021-11-19 08:57:00 main:581] : INFO : Epoch 1608 | loss: 0.0311947 | val_loss: 0.0312022 | Time: 1923.21 ms [2021-11-19 08:57:02 main:581] : INFO : Epoch 1609 | loss: 0.031196 | val_loss: 0.0312024 | Time: 1925.44 ms [2021-11-19 08:57:04 main:581] : INFO : Epoch 1610 | loss: 0.0311954 | val_loss: 0.0312018 | Time: 1953.51 ms [2021-11-19 08:57:06 main:581] : INFO : Epoch 1611 | loss: 0.0311961 | val_loss: 0.0312045 | Time: 1925.69 ms [2021-11-19 08:57:08 main:581] : INFO : Epoch 1612 | loss: 0.0312018 | val_loss: 0.0312032 | Time: 1927.32 ms [2021-11-19 08:57:10 main:581] : INFO : Epoch 1613 | loss: 0.031199 | val_loss: 0.0312043 | Time: 1924.64 ms [2021-11-19 08:57:12 main:581] : INFO : Epoch 1614 | loss: 0.0312 | val_loss: 0.0312028 | Time: 1924.43 ms [2021-11-19 08:57:14 main:581] : INFO : Epoch 1615 | loss: 0.0311954 | val_loss: 0.0312022 | Time: 1922.93 ms [2021-11-19 08:57:16 main:581] : INFO : Epoch 1616 | loss: 0.0311936 | val_loss: 0.0312034 | Time: 1945.86 ms [2021-11-19 08:57:18 main:581] : INFO : Epoch 1617 | loss: 0.0311937 | val_loss: 0.0312022 | Time: 1943.65 ms [2021-11-19 08:57:20 main:581] : INFO : Epoch 1618 | loss: 0.0311964 | val_loss: 0.0312022 | Time: 1910.96 ms [2021-11-19 08:57:22 main:581] : INFO : Epoch 1619 | loss: 0.0311937 | val_loss: 0.0312036 | Time: 1931.09 ms [2021-11-19 08:57:24 main:581] : INFO : Epoch 1620 | loss: 0.0311964 | val_loss: 0.0312017 | Time: 1933.24 ms [2021-11-19 08:57:26 main:581] : INFO : Epoch 1621 | loss: 0.0311934 | val_loss: 0.0312025 | Time: 1916.53 ms [2021-11-19 08:57:27 main:581] : INFO : Epoch 1622 | loss: 0.0311926 | val_loss: 0.031201 | Time: 1921.45 ms [2021-11-19 08:57:29 main:581] : INFO : Epoch 1623 | loss: 0.0311928 | val_loss: 0.0312017 | Time: 1934.78 ms [2021-11-19 08:57:31 main:581] : INFO : Epoch 1624 | loss: 0.0311945 | val_loss: 0.031201 | Time: 1928.65 ms [2021-11-19 08:57:33 main:581] : INFO : Epoch 1625 | loss: 0.0311937 | val_loss: 0.0312055 | Time: 1904.15 ms [2021-11-19 08:57:35 main:581] : INFO : Epoch 1626 | loss: 0.0311948 | val_loss: 0.0312033 | Time: 1923.1 ms [2021-11-19 08:57:37 main:581] : INFO : Epoch 1627 | loss: 0.031192 | val_loss: 0.0312027 | Time: 1905.92 ms [2021-11-19 08:57:39 main:581] : INFO : Epoch 1628 | loss: 0.031192 | val_loss: 0.0312027 | Time: 1894.57 ms [2021-11-19 08:57:41 main:581] : INFO : Epoch 1629 | loss: 0.0311929 | val_loss: 0.0312075 | Time: 1937.3 ms [2021-11-19 08:57:43 main:581] : INFO : Epoch 1630 | loss: 0.0311962 | val_loss: 0.0312069 | Time: 1935.58 ms [2021-11-19 08:57:45 main:581] : INFO : Epoch 1631 | loss: 0.0311943 | val_loss: 0.0312135 | Time: 1923.53 ms [2021-11-19 08:57:47 main:581] : INFO : Epoch 1632 | loss: 0.0311951 | val_loss: 0.0312062 | Time: 1922.72 ms [2021-11-19 08:57:49 main:581] : INFO : Epoch 1633 | loss: 0.0311945 | val_loss: 0.0312042 | Time: 1922.58 ms [2021-11-19 08:57:50 main:581] : INFO : Epoch 1634 | loss: 0.0311905 | val_loss: 0.0312031 | Time: 1921.83 ms [2021-11-19 08:57:52 main:581] : INFO : Epoch 1635 | loss: 0.0311927 | val_loss: 0.0312058 | Time: 1948.34 ms [2021-11-19 08:57:54 main:581] : INFO : Epoch 1636 | loss: 0.0311917 | val_loss: 0.0312028 | Time: 1935.82 ms [2021-11-19 08:57:56 main:581] : INFO : Epoch 1637 | loss: 0.0311927 | val_loss: 0.0312065 | Time: 1948.42 ms [2021-11-19 08:57:58 main:581] : INFO : Epoch 1638 | loss: 0.031194 | val_loss: 0.0312072 | Time: 1945.36 ms [2021-11-19 08:58:00 main:581] : INFO : Epoch 1639 | loss: 0.0311919 | val_loss: 0.0312021 | Time: 1948.84 ms [2021-11-19 08:58:02 main:581] : INFO : Epoch 1640 | loss: 0.0311931 | val_loss: 0.0312035 | Time: 1930.22 ms [2021-11-19 08:58:04 main:581] : INFO : Epoch 1641 | loss: 0.0311894 | val_loss: 0.0312042 | Time: 1917.04 ms [2021-11-19 08:58:06 main:581] : INFO : Epoch 1642 | loss: 0.0311901 | val_loss: 0.0312023 | Time: 1957.09 ms [2021-11-19 08:58:08 main:581] : INFO : Epoch 1643 | loss: 0.0311914 | val_loss: 0.0312031 | Time: 1941.26 ms [2021-11-19 08:58:10 main:581] : INFO : Epoch 1644 | loss: 0.0311917 | val_loss: 0.0312096 | Time: 1921.58 ms [2021-11-19 08:58:12 main:581] : INFO : Epoch 1645 | loss: 0.0311934 | val_loss: 0.0312035 | Time: 1918.49 ms [2021-11-19 08:58:14 main:581] : INFO : Epoch 1646 | loss: 0.0311917 | val_loss: 0.0312036 | Time: 1926.32 ms [2021-11-19 08:58:16 main:581] : INFO : Epoch 1647 | loss: 0.0311925 | val_loss: 0.0312025 | Time: 1933.6 ms [2021-11-19 08:58:18 main:581] : INFO : Epoch 1648 | loss: 0.0311901 | val_loss: 0.0312001 | Time: 1931.43 ms [2021-11-19 08:58:20 main:581] : INFO : Epoch 1649 | loss: 0.0311904 | val_loss: 0.0312017 | Time: 1942.15 ms [2021-11-19 08:58:21 main:581] : INFO : Epoch 1650 | loss: 0.0311909 | val_loss: 0.0312013 | Time: 1941.3 ms [2021-11-19 08:58:23 main:581] : INFO : Epoch 1651 | loss: 0.0311906 | val_loss: 0.0312037 | Time: 1923.95 ms [2021-11-19 08:58:25 main:581] : INFO : Epoch 1652 | loss: 0.0311889 | val_loss: 0.0312031 | Time: 1924.23 ms [2021-11-19 08:58:27 main:581] : INFO : Epoch 1653 | loss: 0.0311887 | val_loss: 0.0312064 | Time: 1929.03 ms [2021-11-19 08:58:29 main:581] : INFO : Epoch 1654 | loss: 0.0311888 | val_loss: 0.0312103 | Time: 1934.83 ms [2021-11-19 08:58:31 main:581] : INFO : Epoch 1655 | loss: 0.0311891 | val_loss: 0.0312104 | Time: 1922.93 ms [2021-11-19 08:58:33 main:581] : INFO : Epoch 1656 | loss: 0.0311897 | val_loss: 0.031207 | Time: 1917.26 ms [2021-11-19 08:58:35 main:581] : INFO : Epoch 1657 | loss: 0.0311904 | val_loss: 0.0312134 | Time: 1915.2 ms [2021-11-19 08:58:37 main:581] : INFO : Epoch 1658 | loss: 0.0311989 | val_loss: 0.0312074 | Time: 1949.81 ms [2021-11-19 08:58:39 main:581] : INFO : Epoch 1659 | loss: 0.0311934 | val_loss: 0.0312017 | Time: 1916.59 ms [2021-11-19 08:58:41 main:581] : INFO : Epoch 1660 | loss: 0.0311914 | val_loss: 0.0312053 | Time: 1920.88 ms [2021-11-19 08:58:43 main:581] : INFO : Epoch 1661 | loss: 0.0311916 | val_loss: 0.031202 | Time: 1948.29 ms [2021-11-19 08:58:45 main:581] : INFO : Epoch 1662 | loss: 0.0311904 | val_loss: 0.031202 | Time: 1907.51 ms [2021-11-19 08:58:47 main:581] : INFO : Epoch 1663 | loss: 0.0311891 | val_loss: 0.0312023 | Time: 1913.81 ms [2021-11-19 08:58:48 main:581] : INFO : Epoch 1664 | loss: 0.0311894 | val_loss: 0.0312045 | Time: 1925.3 ms [2021-11-19 08:58:50 main:581] : INFO : Epoch 1665 | loss: 0.0311887 | val_loss: 0.0312046 | Time: 1927.74 ms [2021-11-19 08:58:52 main:581] : INFO : Epoch 1666 | loss: 0.0311891 | val_loss: 0.0312086 | Time: 1929.21 ms [2021-11-19 08:58:54 main:581] : INFO : Epoch 1667 | loss: 0.0311908 | val_loss: 0.0312076 | Time: 1919.27 ms [2021-11-19 08:58:56 main:581] : INFO : Epoch 1668 | loss: 0.0311908 | val_loss: 0.031203 | Time: 1942.34 ms [2021-11-19 08:58:58 main:581] : INFO : Epoch 1669 | loss: 0.0311918 | val_loss: 0.0312014 | Time: 1931.61 ms [2021-11-19 08:59:00 main:581] : INFO : Epoch 1670 | loss: 0.0311877 | val_loss: 0.0312006 | Time: 1911.67 ms [2021-11-19 08:59:02 main:581] : INFO : Epoch 1671 | loss: 0.0311893 | val_loss: 0.0312019 | Time: 1921.06 ms [2021-11-19 08:59:04 main:581] : INFO : Epoch 1672 | loss: 0.0311866 | val_loss: 0.0312023 | Time: 1929.68 ms [2021-11-19 08:59:06 main:581] : INFO : Epoch 1673 | loss: 0.0311865 | val_loss: 0.0312019 | Time: 1924.09 ms [2021-11-19 08:59:08 main:581] : INFO : Epoch 1674 | loss: 0.0311867 | val_loss: 0.0312038 | Time: 1914.99 ms [2021-11-19 08:59:10 main:581] : INFO : Epoch 1675 | loss: 0.0311883 | val_loss: 0.0312081 | Time: 1946.38 ms [2021-11-19 08:59:12 main:581] : INFO : Epoch 1676 | loss: 0.0311973 | val_loss: 0.0312175 | Time: 1933.68 ms [2021-11-19 08:59:13 main:581] : INFO : Epoch 1677 | loss: 0.0311967 | val_loss: 0.031207 | Time: 1918.59 ms [2021-11-19 08:59:15 main:581] : INFO : Epoch 1678 | loss: 0.0311986 | val_loss: 0.0312068 | Time: 1944.91 ms [2021-11-19 08:59:17 main:581] : INFO : Epoch 1679 | loss: 0.0311939 | val_loss: 0.0311987 | Time: 1922.02 ms [2021-11-19 08:59:19 main:581] : INFO : Epoch 1680 | loss: 0.0311912 | val_loss: 0.0311982 | Time: 1936.2 ms [2021-11-19 08:59:21 main:581] : INFO : Epoch 1681 | loss: 0.0311909 | val_loss: 0.0312009 | Time: 1927.49 ms [2021-11-19 08:59:23 main:581] : INFO : Epoch 1682 | loss: 0.0311906 | val_loss: 0.0312012 | Time: 1916.61 ms [2021-11-19 08:59:25 main:581] : INFO : Epoch 1683 | loss: 0.0311913 | val_loss: 0.0311994 | Time: 1924.05 ms [2021-11-19 08:59:27 main:581] : INFO : Epoch 1684 | loss: 0.0311955 | val_loss: 0.0312 | Time: 1931.67 ms [2021-11-19 08:59:29 main:581] : INFO : Epoch 1685 | loss: 0.0311917 | val_loss: 0.0312034 | Time: 1940.37 ms [2021-11-19 08:59:31 main:581] : INFO : Epoch 1686 | loss: 0.0311864 | val_loss: 0.0312024 | Time: 1921.84 ms [2021-11-19 08:59:33 main:581] : INFO : Epoch 1687 | loss: 0.0311893 | val_loss: 0.0312099 | Time: 1917.72 ms [2021-11-19 08:59:35 main:581] : INFO : Epoch 1688 | loss: 0.0311897 | val_loss: 0.0312017 | Time: 1924.47 ms [2021-11-19 08:59:37 main:581] : INFO : Epoch 1689 | loss: 0.031187 | val_loss: 0.0311988 | Time: 1914.53 ms [2021-11-19 08:59:39 main:581] : INFO : Epoch 1690 | loss: 0.031186 | val_loss: 0.0312006 | Time: 1924.06 ms [2021-11-19 08:59:40 main:581] : INFO : Epoch 1691 | loss: 0.0311873 | val_loss: 0.0311999 | Time: 1925.51 ms [2021-11-19 08:59:42 main:581] : INFO : Epoch 1692 | loss: 0.0311863 | val_loss: 0.0311992 | Time: 1925.93 ms [2021-11-19 08:59:44 main:581] : INFO : Epoch 1693 | loss: 0.0311852 | val_loss: 0.0311994 | Time: 1937.78 ms [2021-11-19 08:59:46 main:581] : INFO : Epoch 1694 | loss: 0.0311859 | val_loss: 0.0312046 | Time: 1924.59 ms [2021-11-19 08:59:48 main:581] : INFO : Epoch 1695 | loss: 0.0311852 | val_loss: 0.0312 | Time: 1944.29 ms [2021-11-19 08:59:50 main:581] : INFO : Epoch 1696 | loss: 0.0311865 | val_loss: 0.0312006 | Time: 1928.87 ms [2021-11-19 08:59:52 main:581] : INFO : Epoch 1697 | loss: 0.031186 | val_loss: 0.0312 | Time: 1918.5 ms [2021-11-19 08:59:54 main:581] : INFO : Epoch 1698 | loss: 0.0311891 | val_loss: 0.0312063 | Time: 1911.44 ms [2021-11-19 08:59:56 main:581] : INFO : Epoch 1699 | loss: 0.0311884 | val_loss: 0.0312011 | Time: 1936.21 ms [2021-11-19 08:59:58 main:581] : INFO : Epoch 1700 | loss: 0.0311841 | val_loss: 0.0312007 | Time: 1925.83 ms [2021-11-19 09:00:00 main:581] : INFO : Epoch 1701 | loss: 0.0311847 | val_loss: 0.0312004 | Time: 1918.91 ms [2021-11-19 09:00:02 main:581] : INFO : Epoch 1702 | loss: 0.0311835 | val_loss: 0.0312004 | Time: 1938.76 ms [2021-11-19 09:00:04 main:581] : INFO : Epoch 1703 | loss: 0.0311852 | val_loss: 0.0311997 | Time: 1934.43 ms [2021-11-19 09:00:06 main:581] : INFO : Epoch 1704 | loss: 0.0311843 | val_loss: 0.0311991 | Time: 1921.84 ms [2021-11-19 09:00:07 main:581] : INFO : Epoch 1705 | loss: 0.0311854 | val_loss: 0.0311999 | Time: 1938.97 ms [2021-11-19 09:00:09 main:581] : INFO : Epoch 1706 | loss: 0.0311898 | val_loss: 0.0312033 | Time: 1968.54 ms [2021-11-19 09:00:11 main:581] : INFO : Epoch 1707 | loss: 0.0311877 | val_loss: 0.031205 | Time: 1918.63 ms [2021-11-19 09:00:13 main:581] : INFO : Epoch 1708 | loss: 0.0311872 | val_loss: 0.0312095 | Time: 1944.31 ms [2021-11-19 09:00:15 main:581] : INFO : Epoch 1709 | loss: 0.0311861 | val_loss: 0.0311998 | Time: 1922.1 ms [2021-11-19 09:00:17 main:581] : INFO : Epoch 1710 | loss: 0.0311829 | val_loss: 0.0311993 | Time: 1921.14 ms [2021-11-19 09:00:19 main:581] : INFO : Epoch 1711 | loss: 0.0311825 | val_loss: 0.031202 | Time: 1929.51 ms [2021-11-19 09:00:21 main:581] : INFO : Epoch 1712 | loss: 0.031182 | val_loss: 0.0312029 | Time: 1949.13 ms [2021-11-19 09:00:23 main:581] : INFO : Epoch 1713 | loss: 0.0311831 | val_loss: 0.0312026 | Time: 1942.73 ms [2021-11-19 09:00:25 main:581] : INFO : Epoch 1714 | loss: 0.031181 | val_loss: 0.0311992 | Time: 1927.24 ms [2021-11-19 09:00:27 main:581] : INFO : Epoch 1715 | loss: 0.0311814 | val_loss: 0.0311985 | Time: 1921.17 ms [2021-11-19 09:00:29 main:581] : INFO : Epoch 1716 | loss: 0.0311807 | val_loss: 0.031204 | Time: 1921.09 ms [2021-11-19 09:00:31 main:581] : INFO : Epoch 1717 | loss: 0.031182 | val_loss: 0.031201 | Time: 1936.35 ms [2021-11-19 09:00:33 main:581] : INFO : Epoch 1718 | loss: 0.0311817 | val_loss: 0.0311993 | Time: 1930.19 ms [2021-11-19 09:00:35 main:581] : INFO : Epoch 1719 | loss: 0.0311814 | val_loss: 0.0311994 | Time: 1906.71 ms [2021-11-19 09:00:36 main:581] : INFO : Epoch 1720 | loss: 0.0311824 | val_loss: 0.0311984 | Time: 1929.24 ms [2021-11-19 09:00:38 main:581] : INFO : Epoch 1721 | loss: 0.0311802 | val_loss: 0.0311996 | Time: 1915.91 ms [2021-11-19 09:00:40 main:581] : INFO : Epoch 1722 | loss: 0.0311818 | val_loss: 0.031207 | Time: 1921.59 ms [2021-11-19 09:00:42 main:581] : INFO : Epoch 1723 | loss: 0.0311835 | val_loss: 0.0311994 | Time: 1941.14 ms [2021-11-19 09:00:44 main:581] : INFO : Epoch 1724 | loss: 0.0311844 | val_loss: 0.0311994 | Time: 1924.73 ms [2021-11-19 09:00:46 main:581] : INFO : Epoch 1725 | loss: 0.0311828 | val_loss: 0.0312073 | Time: 1922.12 ms [2021-11-19 09:00:48 main:581] : INFO : Epoch 1726 | loss: 0.0311802 | val_loss: 0.0311999 | Time: 1909.99 ms [2021-11-19 09:00:50 main:581] : INFO : Epoch 1727 | loss: 0.0311797 | val_loss: 0.0311975 | Time: 1999.05 ms [2021-11-19 09:00:52 main:581] : INFO : Epoch 1728 | loss: 0.0311826 | val_loss: 0.0312008 | Time: 1918.09 ms [2021-11-19 09:00:54 main:581] : INFO : Epoch 1729 | loss: 0.03118 | val_loss: 0.0312004 | Time: 1913.67 ms [2021-11-19 09:00:56 main:581] : INFO : Epoch 1730 | loss: 0.0311809 | val_loss: 0.0312042 | Time: 1920.22 ms [2021-11-19 09:00:58 main:581] : INFO : Epoch 1731 | loss: 0.03118 | val_loss: 0.0311996 | Time: 1923.33 ms [2021-11-19 09:01:00 main:581] : INFO : Epoch 1732 | loss: 0.0311788 | val_loss: 0.031203 | Time: 1924.66 ms [2021-11-19 09:01:02 main:581] : INFO : Epoch 1733 | loss: 0.0311782 | val_loss: 0.0312002 | Time: 1935.25 ms [2021-11-19 09:01:03 main:581] : INFO : Epoch 1734 | loss: 0.0311807 | val_loss: 0.0311979 | Time: 1929.72 ms [2021-11-19 09:01:05 main:581] : INFO : Epoch 1735 | loss: 0.0311786 | val_loss: 0.0311973 | Time: 1952.08 ms [2021-11-19 09:01:07 main:581] : INFO : Epoch 1736 | loss: 0.0311793 | val_loss: 0.0311984 | Time: 1939.64 ms [2021-11-19 09:01:09 main:581] : INFO : Epoch 1737 | loss: 0.0311784 | val_loss: 0.0311993 | Time: 1944.84 ms [2021-11-19 09:01:11 main:581] : INFO : Epoch 1738 | loss: 0.0311785 | val_loss: 0.0311981 | Time: 1932.84 ms [2021-11-19 09:01:13 main:581] : INFO : Epoch 1739 | loss: 0.0311804 | val_loss: 0.0312 | Time: 1908.94 ms [2021-11-19 09:01:15 main:581] : INFO : Epoch 1740 | loss: 0.0311784 | val_loss: 0.0312016 | Time: 1920.25 ms [2021-11-19 09:01:17 main:581] : INFO : Epoch 1741 | loss: 0.0311778 | val_loss: 0.0311956 | Time: 1920.91 ms [2021-11-19 09:01:19 main:581] : INFO : Epoch 1742 | loss: 0.0311774 | val_loss: 0.0311988 | Time: 1939.24 ms [2021-11-19 09:01:21 main:581] : INFO : Epoch 1743 | loss: 0.0311784 | val_loss: 0.031198 | Time: 1920.25 ms [2021-11-19 09:01:23 main:581] : INFO : Epoch 1744 | loss: 0.0311761 | val_loss: 0.0312002 | Time: 1920.71 ms [2021-11-19 09:01:25 main:581] : INFO : Epoch 1745 | loss: 0.0311797 | val_loss: 0.0312009 | Time: 1921.55 ms [2021-11-19 09:01:27 main:581] : INFO : Epoch 1746 | loss: 0.0311801 | val_loss: 0.0311993 | Time: 1923.16 ms [2021-11-19 09:01:28 main:581] : INFO : Epoch 1747 | loss: 0.0311813 | val_loss: 0.031198 | Time: 1908.5 ms [2021-11-19 09:01:30 main:581] : INFO : Epoch 1748 | loss: 0.0311805 | val_loss: 0.0311985 | Time: 1923.09 ms [2021-11-19 09:01:32 main:581] : INFO : Epoch 1749 | loss: 0.031177 | val_loss: 0.0312005 | Time: 1938.43 ms [2021-11-19 09:01:34 main:581] : INFO : Epoch 1750 | loss: 0.0311795 | val_loss: 0.0311988 | Time: 1913.59 ms [2021-11-19 09:01:36 main:581] : INFO : Epoch 1751 | loss: 0.0311789 | val_loss: 0.0312001 | Time: 1921.98 ms [2021-11-19 09:01:38 main:581] : INFO : Epoch 1752 | loss: 0.0311767 | val_loss: 0.0312047 | Time: 1920.78 ms [2021-11-19 09:01:40 main:581] : INFO : Epoch 1753 | loss: 0.0311756 | val_loss: 0.031199 | Time: 1913.12 ms [2021-11-19 09:01:42 main:581] : INFO : Epoch 1754 | loss: 0.0311759 | val_loss: 0.0311983 | Time: 1922.63 ms [2021-11-19 09:01:44 main:581] : INFO : Epoch 1755 | loss: 0.0311762 | val_loss: 0.0312027 | Time: 1922.29 ms [2021-11-19 09:01:46 main:581] : INFO : Epoch 1756 | loss: 0.031177 | val_loss: 0.0311971 | Time: 1921.9 ms [2021-11-19 09:01:48 main:581] : INFO : Epoch 1757 | loss: 0.0311761 | val_loss: 0.0311963 | Time: 1930.76 ms [2021-11-19 09:01:50 main:581] : INFO : Epoch 1758 | loss: 0.0311757 | val_loss: 0.031204 | Time: 1937.13 ms [2021-11-19 09:01:52 main:581] : INFO : Epoch 1759 | loss: 0.0311776 | val_loss: 0.0311973 | Time: 1936.31 ms [2021-11-19 09:01:54 main:581] : INFO : Epoch 1760 | loss: 0.0311758 | val_loss: 0.0312025 | Time: 1909.45 ms [2021-11-19 09:01:55 main:581] : INFO : Epoch 1761 | loss: 0.0311767 | val_loss: 0.0311946 | Time: 1930.81 ms [2021-11-19 09:01:57 main:581] : INFO : Epoch 1762 | loss: 0.0311768 | val_loss: 0.0311993 | Time: 1924.4 ms [2021-11-19 09:01:59 main:581] : INFO : Epoch 1763 | loss: 0.0311746 | val_loss: 0.0311947 | Time: 1923.61 ms [2021-11-19 09:02:01 main:581] : INFO : Epoch 1764 | loss: 0.0311743 | val_loss: 0.0312008 | Time: 1931.05 ms [2021-11-19 09:02:03 main:581] : INFO : Epoch 1765 | loss: 0.0311749 | val_loss: 0.0311995 | Time: 1940.4 ms [2021-11-19 09:02:05 main:581] : INFO : Epoch 1766 | loss: 0.0311748 | val_loss: 0.0311966 | Time: 1945.33 ms [2021-11-19 09:02:07 main:581] : INFO : Epoch 1767 | loss: 0.0311833 | val_loss: 0.0311976 | Time: 1920.26 ms [2021-11-19 09:02:09 main:581] : INFO : Epoch 1768 | loss: 0.0311782 | val_loss: 0.0311947 | Time: 1911.59 ms [2021-11-19 09:02:11 main:581] : INFO : Epoch 1769 | loss: 0.0311739 | val_loss: 0.0311964 | Time: 1947.2 ms [2021-11-19 09:02:13 main:581] : INFO : Epoch 1770 | loss: 0.0311748 | val_loss: 0.031198 | Time: 1925.15 ms [2021-11-19 09:02:15 main:581] : INFO : Epoch 1771 | loss: 0.031175 | val_loss: 0.0311954 | Time: 1923.32 ms [2021-11-19 09:02:17 main:581] : INFO : Epoch 1772 | loss: 0.0311737 | val_loss: 0.0311962 | Time: 1929.04 ms [2021-11-19 09:02:19 main:581] : INFO : Epoch 1773 | loss: 0.0311753 | val_loss: 0.0311938 | Time: 1921.21 ms [2021-11-19 09:02:21 main:581] : INFO : Epoch 1774 | loss: 0.0311755 | val_loss: 0.0312013 | Time: 1938.23 ms [2021-11-19 09:02:22 main:581] : INFO : Epoch 1775 | loss: 0.0311748 | val_loss: 0.0312019 | Time: 1926.73 ms [2021-11-19 09:02:24 main:581] : INFO : Epoch 1776 | loss: 0.0311736 | val_loss: 0.0311945 | Time: 1924.5 ms [2021-11-19 09:02:26 main:581] : INFO : Epoch 1777 | loss: 0.0311754 | val_loss: 0.0312015 | Time: 1927.19 ms [2021-11-19 09:02:28 main:581] : INFO : Epoch 1778 | loss: 0.0311727 | val_loss: 0.0311961 | Time: 1925 ms [2021-11-19 09:02:30 main:581] : INFO : Epoch 1779 | loss: 0.0311746 | val_loss: 0.0312023 | Time: 1924.96 ms [2021-11-19 09:02:32 main:581] : INFO : Epoch 1780 | loss: 0.0311742 | val_loss: 0.0311977 | Time: 1910.76 ms [2021-11-19 09:02:34 main:581] : INFO : Epoch 1781 | loss: 0.0311755 | val_loss: 0.0311943 | Time: 1921.33 ms [2021-11-19 09:02:36 main:581] : INFO : Epoch 1782 | loss: 0.0311759 | val_loss: 0.0311976 | Time: 1933.15 ms [2021-11-19 09:02:38 main:581] : INFO : Epoch 1783 | loss: 0.0311763 | val_loss: 0.0311937 | Time: 1927.22 ms [2021-11-19 09:02:40 main:581] : INFO : Epoch 1784 | loss: 0.0311747 | val_loss: 0.0311929 | Time: 1933.1 ms [2021-11-19 09:02:42 main:581] : INFO : Epoch 1785 | loss: 0.0311799 | val_loss: 0.0312005 | Time: 1915.25 ms [2021-11-19 09:02:44 main:581] : INFO : Epoch 1786 | loss: 0.0311755 | val_loss: 0.0312023 | Time: 1926.99 ms [2021-11-19 09:02:46 main:581] : INFO : Epoch 1787 | loss: 0.0311722 | val_loss: 0.0311937 | Time: 1932.43 ms [2021-11-19 09:02:47 main:581] : INFO : Epoch 1788 | loss: 0.0311745 | val_loss: 0.0311948 | Time: 1909.26 ms [2021-11-19 09:02:49 main:581] : INFO : Epoch 1789 | loss: 0.0311707 | val_loss: 0.0311974 | Time: 1910.75 ms [2021-11-19 09:02:51 main:581] : INFO : Epoch 1790 | loss: 0.0311737 | val_loss: 0.0312009 | Time: 1911.26 ms [2021-11-19 09:02:53 main:581] : INFO : Epoch 1791 | loss: 0.0311784 | val_loss: 0.0311938 | Time: 1924.81 ms [2021-11-19 09:02:55 main:581] : INFO : Epoch 1792 | loss: 0.0311764 | val_loss: 0.0311953 | Time: 1908.98 ms [2021-11-19 09:02:57 main:581] : INFO : Epoch 1793 | loss: 0.0311715 | val_loss: 0.0311931 | Time: 1926.65 ms [2021-11-19 09:02:59 main:581] : INFO : Epoch 1794 | loss: 0.0311722 | val_loss: 0.0311969 | Time: 1904.57 ms [2021-11-19 09:03:01 main:581] : INFO : Epoch 1795 | loss: 0.031171 | val_loss: 0.0311967 | Time: 1922.15 ms [2021-11-19 09:03:03 main:581] : INFO : Epoch 1796 | loss: 0.0311703 | val_loss: 0.031196 | Time: 1919.22 ms [2021-11-19 09:03:05 main:581] : INFO : Epoch 1797 | loss: 0.03117 | val_loss: 0.0311923 | Time: 1970.16 ms [2021-11-19 09:03:07 main:581] : INFO : Epoch 1798 | loss: 0.0311712 | val_loss: 0.0311979 | Time: 1953.6 ms [2021-11-19 09:03:09 main:581] : INFO : Epoch 1799 | loss: 0.0311744 | val_loss: 0.0312028 | Time: 1918.22 ms [2021-11-19 09:03:11 main:581] : INFO : Epoch 1800 | loss: 0.0311707 | val_loss: 0.031192 | Time: 1950.65 ms [2021-11-19 09:03:13 main:581] : INFO : Epoch 1801 | loss: 0.0311689 | val_loss: 0.0311933 | Time: 1940.24 ms [2021-11-19 09:03:14 main:581] : INFO : Epoch 1802 | loss: 0.0311693 | val_loss: 0.0311937 | Time: 1914.42 ms [2021-11-19 09:03:16 main:581] : INFO : Epoch 1803 | loss: 0.0311709 | val_loss: 0.0311966 | Time: 1936.4 ms [2021-11-19 09:03:18 main:581] : INFO : Epoch 1804 | loss: 0.0311706 | val_loss: 0.0311942 | Time: 1919.34 ms [2021-11-19 09:03:20 main:581] : INFO : Epoch 1805 | loss: 0.0311724 | val_loss: 0.0311959 | Time: 1922.67 ms [2021-11-19 09:03:22 main:581] : INFO : Epoch 1806 | loss: 0.0311691 | val_loss: 0.0311971 | Time: 1925.85 ms [2021-11-19 09:03:24 main:581] : INFO : Epoch 1807 | loss: 0.0311693 | val_loss: 0.0311943 | Time: 1923.78 ms [2021-11-19 09:03:26 main:581] : INFO : Epoch 1808 | loss: 0.0311689 | val_loss: 0.0311972 | Time: 1918.6 ms [2021-11-19 09:03:28 main:581] : INFO : Epoch 1809 | loss: 0.0311689 | val_loss: 0.0312001 | Time: 1911.6 ms [2021-11-19 09:03:30 main:581] : INFO : Epoch 1810 | loss: 0.0311712 | val_loss: 0.0311898 | Time: 1945.95 ms [2021-11-19 09:03:32 main:581] : INFO : Epoch 1811 | loss: 0.0311674 | val_loss: 0.031197 | Time: 1944.09 ms [2021-11-19 09:03:34 main:581] : INFO : Epoch 1812 | loss: 0.0311664 | val_loss: 0.0312005 | Time: 1929.22 ms [2021-11-19 09:03:36 main:581] : INFO : Epoch 1813 | loss: 0.0311723 | val_loss: 0.0311921 | Time: 1910.65 ms [2021-11-19 09:03:38 main:581] : INFO : Epoch 1814 | loss: 0.0311693 | val_loss: 0.0311924 | Time: 1923.9 ms [2021-11-19 09:03:39 main:581] : INFO : Epoch 1815 | loss: 0.0311671 | val_loss: 0.0311968 | Time: 1944.69 ms [2021-11-19 09:03:41 main:581] : INFO : Epoch 1816 | loss: 0.0311713 | val_loss: 0.0311998 | Time: 1928.52 ms [2021-11-19 09:03:43 main:581] : INFO : Epoch 1817 | loss: 0.0311757 | val_loss: 0.0311959 | Time: 1922.44 ms [2021-11-19 09:03:45 main:581] : INFO : Epoch 1818 | loss: 0.0311761 | val_loss: 0.0311938 | Time: 1923.79 ms [2021-11-19 09:03:47 main:581] : INFO : Epoch 1819 | loss: 0.0311714 | val_loss: 0.0311937 | Time: 1924.55 ms [2021-11-19 09:03:49 main:581] : INFO : Epoch 1820 | loss: 0.0311701 | val_loss: 0.0311909 | Time: 1921.64 ms [2021-11-19 09:03:51 main:581] : INFO : Epoch 1821 | loss: 0.0311702 | val_loss: 0.0312039 | Time: 1924.23 ms [2021-11-19 09:03:53 main:581] : INFO : Epoch 1822 | loss: 0.0311727 | val_loss: 0.0311919 | Time: 1913.73 ms [2021-11-19 09:03:55 main:581] : INFO : Epoch 1823 | loss: 0.0311738 | val_loss: 0.0311871 | Time: 1933.34 ms [2021-11-19 09:03:57 main:581] : INFO : Epoch 1824 | loss: 0.0311702 | val_loss: 0.0311927 | Time: 1919.38 ms [2021-11-19 09:03:59 main:581] : INFO : Epoch 1825 | loss: 0.0311688 | val_loss: 0.0311896 | Time: 1917.71 ms [2021-11-19 09:04:01 main:581] : INFO : Epoch 1826 | loss: 0.0311665 | val_loss: 0.0311917 | Time: 1917.43 ms [2021-11-19 09:04:03 main:581] : INFO : Epoch 1827 | loss: 0.0311678 | val_loss: 0.0311896 | Time: 1921.93 ms [2021-11-19 09:04:04 main:581] : INFO : Epoch 1828 | loss: 0.0311672 | val_loss: 0.0311906 | Time: 1926.15 ms [2021-11-19 09:04:06 main:581] : INFO : Epoch 1829 | loss: 0.0311766 | val_loss: 0.0311925 | Time: 1943.47 ms [2021-11-19 09:04:08 main:581] : INFO : Epoch 1830 | loss: 0.0311736 | val_loss: 0.0311905 | Time: 1924.08 ms [2021-11-19 09:04:10 main:581] : INFO : Epoch 1831 | loss: 0.0311695 | val_loss: 0.0311898 | Time: 1938.53 ms [2021-11-19 09:04:12 main:581] : INFO : Epoch 1832 | loss: 0.031171 | val_loss: 0.0311879 | Time: 1941.35 ms [2021-11-19 09:04:14 main:581] : INFO : Epoch 1833 | loss: 0.0311678 | val_loss: 0.0311947 | Time: 1909.64 ms [2021-11-19 09:04:16 main:581] : INFO : Epoch 1834 | loss: 0.0311644 | val_loss: 0.0311937 | Time: 1937.13 ms [2021-11-19 09:04:18 main:581] : INFO : Epoch 1835 | loss: 0.0311664 | val_loss: 0.0311982 | Time: 1923.84 ms [2021-11-19 09:04:20 main:581] : INFO : Epoch 1836 | loss: 0.0311666 | val_loss: 0.0311964 | Time: 1933.71 ms [2021-11-19 09:04:22 main:581] : INFO : Epoch 1837 | loss: 0.0311656 | val_loss: 0.0311934 | Time: 1923.07 ms [2021-11-19 09:04:24 main:581] : INFO : Epoch 1838 | loss: 0.0311656 | val_loss: 0.0311915 | Time: 1929.43 ms [2021-11-19 09:04:26 main:581] : INFO : Epoch 1839 | loss: 0.0311678 | val_loss: 0.0311968 | Time: 1915.46 ms [2021-11-19 09:04:28 main:581] : INFO : Epoch 1840 | loss: 0.0311662 | val_loss: 0.0311946 | Time: 1919.14 ms [2021-11-19 09:04:30 main:581] : INFO : Epoch 1841 | loss: 0.0311638 | val_loss: 0.0311954 | Time: 1924.52 ms [2021-11-19 09:04:31 main:581] : INFO : Epoch 1842 | loss: 0.0311642 | val_loss: 0.0311958 | Time: 1911.62 ms [2021-11-19 09:04:33 main:581] : INFO : Epoch 1843 | loss: 0.0311639 | val_loss: 0.0311952 | Time: 1920.3 ms [2021-11-19 09:04:35 main:581] : INFO : Epoch 1844 | loss: 0.0311667 | val_loss: 0.0311972 | Time: 1929.24 ms [2021-11-19 09:04:37 main:581] : INFO : Epoch 1845 | loss: 0.0311705 | val_loss: 0.0312018 | Time: 1929.15 ms [2021-11-19 09:04:39 main:581] : INFO : Epoch 1846 | loss: 0.0311699 | val_loss: 0.0312001 | Time: 1943.05 ms [2021-11-19 09:04:41 main:581] : INFO : Epoch 1847 | loss: 0.0311642 | val_loss: 0.0311939 | Time: 1930.05 ms [2021-11-19 09:04:43 main:581] : INFO : Epoch 1848 | loss: 0.0311621 | val_loss: 0.0311911 | Time: 1932.51 ms [2021-11-19 09:04:45 main:581] : INFO : Epoch 1849 | loss: 0.0311645 | val_loss: 0.0311905 | Time: 1914.18 ms [2021-11-19 09:04:47 main:581] : INFO : Epoch 1850 | loss: 0.031166 | val_loss: 0.0311934 | Time: 1919.61 ms [2021-11-19 09:04:49 main:581] : INFO : Epoch 1851 | loss: 0.0311641 | val_loss: 0.0311957 | Time: 1927.82 ms [2021-11-19 09:04:51 main:581] : INFO : Epoch 1852 | loss: 0.0311726 | val_loss: 0.0311917 | Time: 1921.75 ms [2021-11-19 09:04:53 main:581] : INFO : Epoch 1853 | loss: 0.0311719 | val_loss: 0.0312049 | Time: 1922.19 ms [2021-11-19 09:04:55 main:581] : INFO : Epoch 1854 | loss: 0.0311664 | val_loss: 0.0312062 | Time: 1924.48 ms [2021-11-19 09:04:57 main:581] : INFO : Epoch 1855 | loss: 0.0311643 | val_loss: 0.0312049 | Time: 1941.27 ms [2021-11-19 09:04:58 main:581] : INFO : Epoch 1856 | loss: 0.0311704 | val_loss: 0.0311895 | Time: 1923.97 ms [2021-11-19 09:05:00 main:581] : INFO : Epoch 1857 | loss: 0.0311728 | val_loss: 0.0311881 | Time: 1922.31 ms [2021-11-19 09:05:02 main:581] : INFO : Epoch 1858 | loss: 0.0311698 | val_loss: 0.0311868 | Time: 1917.67 ms [2021-11-19 09:05:04 main:581] : INFO : Epoch 1859 | loss: 0.0311659 | val_loss: 0.0311874 | Time: 1929.06 ms [2021-11-19 09:05:06 main:581] : INFO : Epoch 1860 | loss: 0.0311663 | val_loss: 0.0311909 | Time: 1939.19 ms [2021-11-19 09:05:08 main:581] : INFO : Epoch 1861 | loss: 0.0311634 | val_loss: 0.0311896 | Time: 1926.04 ms [2021-11-19 09:05:10 main:581] : INFO : Epoch 1862 | loss: 0.0311635 | val_loss: 0.0312095 | Time: 1944.22 ms [2021-11-19 09:05:12 main:581] : INFO : Epoch 1863 | loss: 0.0311663 | val_loss: 0.0312079 | Time: 1933.38 ms [2021-11-19 09:05:14 main:581] : INFO : Epoch 1864 | loss: 0.0311625 | val_loss: 0.0311904 | Time: 1938.61 ms [2021-11-19 09:05:16 main:581] : INFO : Epoch 1865 | loss: 0.031163 | val_loss: 0.0311952 | Time: 1953.22 ms [2021-11-19 09:05:18 main:581] : INFO : Epoch 1866 | loss: 0.0311679 | val_loss: 0.0311896 | Time: 1960.61 ms [2021-11-19 09:05:20 main:581] : INFO : Epoch 1867 | loss: 0.0311645 | val_loss: 0.0311946 | Time: 1949.22 ms [2021-11-19 09:05:22 main:581] : INFO : Epoch 1868 | loss: 0.0311625 | val_loss: 0.0311906 | Time: 1916.85 ms [2021-11-19 09:05:24 main:581] : INFO : Epoch 1869 | loss: 0.0311624 | val_loss: 0.0311926 | Time: 1910.44 ms [2021-11-19 09:05:26 main:581] : INFO : Epoch 1870 | loss: 0.0311602 | val_loss: 0.0311914 | Time: 1930.51 ms [2021-11-19 09:05:27 main:581] : INFO : Epoch 1871 | loss: 0.0311638 | val_loss: 0.031197 | Time: 1934.8 ms [2021-11-19 09:05:29 main:581] : INFO : Epoch 1872 | loss: 0.0311625 | val_loss: 0.0311913 | Time: 1919.58 ms [2021-11-19 09:05:31 main:581] : INFO : Epoch 1873 | loss: 0.0311608 | val_loss: 0.0311935 | Time: 1930.54 ms [2021-11-19 09:05:33 main:581] : INFO : Epoch 1874 | loss: 0.0311616 | val_loss: 0.0311906 | Time: 1936.47 ms [2021-11-19 09:05:35 main:581] : INFO : Epoch 1875 | loss: 0.031169 | val_loss: 0.0311958 | Time: 1909.81 ms [2021-11-19 09:05:37 main:581] : INFO : Epoch 1876 | loss: 0.0311633 | val_loss: 0.0311933 | Time: 1898.5 ms [2021-11-19 09:05:39 main:581] : INFO : Epoch 1877 | loss: 0.0311623 | val_loss: 0.0311911 | Time: 1909.48 ms [2021-11-19 09:05:41 main:581] : INFO : Epoch 1878 | loss: 0.0311587 | val_loss: 0.0311929 | Time: 1904.39 ms [2021-11-19 09:05:43 main:581] : INFO : Epoch 1879 | loss: 0.0311618 | val_loss: 0.031192 | Time: 1909.39 ms [2021-11-19 09:05:45 main:581] : INFO : Epoch 1880 | loss: 0.0311613 | val_loss: 0.031194 | Time: 1927.48 ms [2021-11-19 09:05:47 main:581] : INFO : Epoch 1881 | loss: 0.03116 | val_loss: 0.0311893 | Time: 1900.25 ms [2021-11-19 09:05:49 main:581] : INFO : Epoch 1882 | loss: 0.0311611 | val_loss: 0.0311972 | Time: 1910.89 ms [2021-11-19 09:05:51 main:581] : INFO : Epoch 1883 | loss: 0.0311619 | val_loss: 0.0311953 | Time: 2000.9 ms [2021-11-19 09:05:52 main:581] : INFO : Epoch 1884 | loss: 0.0311596 | val_loss: 0.0311876 | Time: 1948.23 ms [2021-11-19 09:05:54 main:581] : INFO : Epoch 1885 | loss: 0.0311642 | val_loss: 0.0311981 | Time: 1911.65 ms [2021-11-19 09:05:56 main:581] : INFO : Epoch 1886 | loss: 0.031169 | val_loss: 0.0311871 | Time: 1940.38 ms [2021-11-19 09:05:58 main:581] : INFO : Epoch 1887 | loss: 0.0311599 | val_loss: 0.0311942 | Time: 1920.18 ms [2021-11-19 09:06:00 main:581] : INFO : Epoch 1888 | loss: 0.0311628 | val_loss: 0.0311912 | Time: 1927.24 ms [2021-11-19 09:06:02 main:581] : INFO : Epoch 1889 | loss: 0.0311623 | val_loss: 0.0311892 | Time: 1940.79 ms [2021-11-19 09:06:04 main:581] : INFO : Epoch 1890 | loss: 0.0311634 | val_loss: 0.0311897 | Time: 1937.01 ms [2021-11-19 09:06:06 main:581] : INFO : Epoch 1891 | loss: 0.0311617 | val_loss: 0.0311918 | Time: 1949.75 ms [2021-11-19 09:06:08 main:581] : INFO : Epoch 1892 | loss: 0.0311586 | val_loss: 0.0311845 | Time: 1926.93 ms [2021-11-19 09:06:10 main:581] : INFO : Epoch 1893 | loss: 0.0311581 | val_loss: 0.0311941 | Time: 1914.27 ms [2021-11-19 09:06:12 main:581] : INFO : Epoch 1894 | loss: 0.0311582 | val_loss: 0.0311903 | Time: 1922.3 ms [2021-11-19 09:06:14 main:581] : INFO : Epoch 1895 | loss: 0.031159 | val_loss: 0.031204 | Time: 1911.57 ms [2021-11-19 09:06:16 main:581] : INFO : Epoch 1896 | loss: 0.031158 | val_loss: 0.0311873 | Time: 1924.22 ms [2021-11-19 09:06:18 main:581] : INFO : Epoch 1897 | loss: 0.0311581 | val_loss: 0.0311895 | Time: 1943.41 ms [2021-11-19 09:06:19 main:581] : INFO : Epoch 1898 | loss: 0.0311597 | val_loss: 0.0311839 | Time: 1937.56 ms [2021-11-19 09:06:21 main:581] : INFO : Epoch 1899 | loss: 0.0311559 | val_loss: 0.0311892 | Time: 1938.43 ms [2021-11-19 09:06:23 main:581] : INFO : Epoch 1900 | loss: 0.0311579 | val_loss: 0.0311894 | Time: 1981.36 ms [2021-11-19 09:06:25 main:581] : INFO : Epoch 1901 | loss: 0.031161 | val_loss: 0.0311936 | Time: 1919.58 ms [2021-11-19 09:06:27 main:581] : INFO : Epoch 1902 | loss: 0.031162 | val_loss: 0.0311883 | Time: 1934.18 ms [2021-11-19 09:06:29 main:581] : INFO : Epoch 1903 | loss: 0.0311611 | val_loss: 0.0311948 | Time: 1938.37 ms [2021-11-19 09:06:31 main:581] : INFO : Epoch 1904 | loss: 0.0311638 | val_loss: 0.0311872 | Time: 1932.3 ms [2021-11-19 09:06:33 main:581] : INFO : Epoch 1905 | loss: 0.0311599 | val_loss: 0.0312064 | Time: 1946.1 ms [2021-11-19 09:06:35 main:581] : INFO : Epoch 1906 | loss: 0.031162 | val_loss: 0.0311904 | Time: 1914.98 ms [2021-11-19 09:06:37 main:581] : INFO : Epoch 1907 | loss: 0.0311591 | val_loss: 0.031194 | Time: 1952.49 ms [2021-11-19 09:06:39 main:581] : INFO : Epoch 1908 | loss: 0.0311578 | val_loss: 0.0312011 | Time: 1917.21 ms [2021-11-19 09:06:41 main:581] : INFO : Epoch 1909 | loss: 0.0311593 | val_loss: 0.031189 | Time: 1911.92 ms [2021-11-19 09:06:43 main:581] : INFO : Epoch 1910 | loss: 0.0311595 | val_loss: 0.0311885 | Time: 1907.46 ms [2021-11-19 09:06:45 main:581] : INFO : Epoch 1911 | loss: 0.0311663 | val_loss: 0.0311987 | Time: 1932.04 ms [2021-11-19 09:06:47 main:581] : INFO : Epoch 1912 | loss: 0.0311662 | val_loss: 0.0311856 | Time: 1913.58 ms [2021-11-19 09:06:48 main:581] : INFO : Epoch 1913 | loss: 0.031163 | val_loss: 0.0311865 | Time: 1908.2 ms [2021-11-19 09:06:50 main:581] : INFO : Epoch 1914 | loss: 0.0311603 | val_loss: 0.0311924 | Time: 1924.3 ms [2021-11-19 09:06:52 main:581] : INFO : Epoch 1915 | loss: 0.0311579 | val_loss: 0.031191 | Time: 1922.98 ms [2021-11-19 09:06:54 main:581] : INFO : Epoch 1916 | loss: 0.0311554 | val_loss: 0.0311893 | Time: 1920.45 ms [2021-11-19 09:06:56 main:581] : INFO : Epoch 1917 | loss: 0.0311539 | val_loss: 0.0311908 | Time: 1935.15 ms [2021-11-19 09:06:58 main:581] : INFO : Epoch 1918 | loss: 0.0311562 | val_loss: 0.0311953 | Time: 1938.35 ms [2021-11-19 09:07:00 main:581] : INFO : Epoch 1919 | loss: 0.0311582 | val_loss: 0.0311857 | Time: 1920.18 ms [2021-11-19 09:07:02 main:581] : INFO : Epoch 1920 | loss: 0.0311655 | val_loss: 0.0311987 | Time: 1923.73 ms [2021-11-19 09:07:04 main:581] : INFO : Epoch 1921 | loss: 0.0311686 | val_loss: 0.0311863 | Time: 1926.64 ms [2021-11-19 09:07:06 main:581] : INFO : Epoch 1922 | loss: 0.0311653 | val_loss: 0.0311898 | Time: 1938.86 ms [2021-11-19 09:07:08 main:581] : INFO : Epoch 1923 | loss: 0.031163 | val_loss: 0.0311859 | Time: 1932.33 ms [2021-11-19 09:07:10 main:581] : INFO : Epoch 1924 | loss: 0.0311603 | val_loss: 0.0311855 | Time: 1901.28 ms [2021-11-19 09:07:12 main:581] : INFO : Epoch 1925 | loss: 0.0311617 | val_loss: 0.0311853 | Time: 1942.67 ms [2021-11-19 09:07:14 main:581] : INFO : Epoch 1926 | loss: 0.0311615 | val_loss: 0.0311898 | Time: 1937.36 ms [2021-11-19 09:07:15 main:581] : INFO : Epoch 1927 | loss: 0.0311586 | val_loss: 0.0311883 | Time: 1960.11 ms [2021-11-19 09:07:17 main:581] : INFO : Epoch 1928 | loss: 0.0311634 | val_loss: 0.0311865 | Time: 1943.78 ms [2021-11-19 09:07:19 main:581] : INFO : Epoch 1929 | loss: 0.0311694 | val_loss: 0.0311858 | Time: 1945.79 ms [2021-11-19 09:07:21 main:581] : INFO : Epoch 1930 | loss: 0.0311678 | val_loss: 0.0311869 | Time: 1953.08 ms [2021-11-19 09:07:23 main:581] : INFO : Epoch 1931 | loss: 0.0311658 | val_loss: 0.0311982 | Time: 1975.27 ms [2021-11-19 09:07:25 main:581] : INFO : Epoch 1932 | loss: 0.031167 | val_loss: 0.0311855 | Time: 1965.29 ms [2021-11-19 09:07:27 main:581] : INFO : Epoch 1933 | loss: 0.0311642 | val_loss: 0.0311905 | Time: 1955.5 ms [2021-11-19 09:07:29 main:581] : INFO : Epoch 1934 | loss: 0.0311635 | val_loss: 0.0311864 | Time: 1952.97 ms [2021-11-19 09:07:31 main:581] : INFO : Epoch 1935 | loss: 0.0311599 | val_loss: 0.0311879 | Time: 1959.99 ms [2021-11-19 09:07:33 main:581] : INFO : Epoch 1936 | loss: 0.0311616 | val_loss: 0.0311811 | Time: 1920.07 ms [2021-11-19 09:07:35 main:581] : INFO : Epoch 1937 | loss: 0.0311677 | val_loss: 0.0311886 | Time: 1924.62 ms [2021-11-19 09:07:37 main:581] : INFO : Epoch 1938 | loss: 0.031164 | val_loss: 0.0311864 | Time: 1913.74 ms [2021-11-19 09:07:39 main:581] : INFO : Epoch 1939 | loss: 0.0311625 | val_loss: 0.0311881 | Time: 1925.65 ms [2021-11-19 09:07:41 main:581] : INFO : Epoch 1940 | loss: 0.031163 | val_loss: 0.0311873 | Time: 1927.59 ms [2021-11-19 09:07:43 main:581] : INFO : Epoch 1941 | loss: 0.0311589 | val_loss: 0.0311825 | Time: 1918.54 ms [2021-11-19 09:07:45 main:581] : INFO : Epoch 1942 | loss: 0.0311562 | val_loss: 0.0311847 | Time: 1920.32 ms [2021-11-19 09:07:46 main:581] : INFO : Epoch 1943 | loss: 0.0311568 | val_loss: 0.0311822 | Time: 1924.24 ms [2021-11-19 09:07:48 main:581] : INFO : Epoch 1944 | loss: 0.03116 | val_loss: 0.0311862 | Time: 1918.97 ms [2021-11-19 09:07:50 main:581] : INFO : Epoch 1945 | loss: 0.0311623 | val_loss: 0.0311897 | Time: 1928.3 ms [2021-11-19 09:07:52 main:581] : INFO : Epoch 1946 | loss: 0.031162 | val_loss: 0.0311864 | Time: 1923.62 ms [2021-11-19 09:07:54 main:581] : INFO : Epoch 1947 | loss: 0.0311589 | val_loss: 0.031184 | Time: 1927.24 ms [2021-11-19 09:07:56 main:581] : INFO : Epoch 1948 | loss: 0.0311564 | val_loss: 0.0311858 | Time: 1917.89 ms [2021-11-19 09:07:58 main:581] : INFO : Epoch 1949 | loss: 0.0311552 | val_loss: 0.0311888 | Time: 1955.6 ms [2021-11-19 09:08:00 main:581] : INFO : Epoch 1950 | loss: 0.0311536 | val_loss: 0.031184 | Time: 1912.97 ms [2021-11-19 09:08:02 main:581] : INFO : Epoch 1951 | loss: 0.0311551 | val_loss: 0.031191 | Time: 1919.23 ms [2021-11-19 09:08:04 main:581] : INFO : Epoch 1952 | loss: 0.031153 | val_loss: 0.0311937 | Time: 1943.79 ms [2021-11-19 09:08:06 main:581] : INFO : Epoch 1953 | loss: 0.0311564 | val_loss: 0.0311833 | Time: 1957.53 ms [2021-11-19 09:08:08 main:581] : INFO : Epoch 1954 | loss: 0.0311538 | val_loss: 0.0311881 | Time: 1927.16 ms [2021-11-19 09:08:10 main:581] : INFO : Epoch 1955 | loss: 0.0311547 | val_loss: 0.0311839 | Time: 1932.02 ms [2021-11-19 09:08:12 main:581] : INFO : Epoch 1956 | loss: 0.031155 | val_loss: 0.0311878 | Time: 1927.84 ms [2021-11-19 09:08:13 main:581] : INFO : Epoch 1957 | loss: 0.0311542 | val_loss: 0.0311892 | Time: 1912.8 ms [2021-11-19 09:08:15 main:581] : INFO : Epoch 1958 | loss: 0.0311555 | val_loss: 0.0311908 | Time: 1928.23 ms [2021-11-19 09:08:17 main:581] : INFO : Epoch 1959 | loss: 0.031157 | val_loss: 0.0311894 | Time: 1914.34 ms [2021-11-19 09:08:19 main:581] : INFO : Epoch 1960 | loss: 0.0311624 | val_loss: 0.0311885 | Time: 1921.39 ms [2021-11-19 09:08:21 main:581] : INFO : Epoch 1961 | loss: 0.0311542 | val_loss: 0.031187 | Time: 1916.72 ms [2021-11-19 09:08:23 main:581] : INFO : Epoch 1962 | loss: 0.0311548 | val_loss: 0.0311943 | Time: 1920.01 ms [2021-11-19 09:08:25 main:581] : INFO : Epoch 1963 | loss: 0.0311556 | val_loss: 0.0311881 | Time: 1909.56 ms [2021-11-19 09:08:27 main:581] : INFO : Epoch 1964 | loss: 0.0311532 | val_loss: 0.0311892 | Time: 1906.59 ms [2021-11-19 09:08:29 main:581] : INFO : Epoch 1965 | loss: 0.0311593 | val_loss: 0.0311834 | Time: 1906.81 ms [2021-11-19 09:08:31 main:581] : INFO : Epoch 1966 | loss: 0.0311558 | val_loss: 0.0311895 | Time: 1914.71 ms [2021-11-19 09:08:33 main:581] : INFO : Epoch 1967 | loss: 0.0311601 | val_loss: 0.031189 | Time: 1921.36 ms [2021-11-19 09:08:35 main:581] : INFO : Epoch 1968 | loss: 0.0311544 | val_loss: 0.0311826 | Time: 1927.07 ms [2021-11-19 09:08:37 main:581] : INFO : Epoch 1969 | loss: 0.031153 | val_loss: 0.0311879 | Time: 1945.78 ms [2021-11-19 09:08:38 main:581] : INFO : Epoch 1970 | loss: 0.0311536 | val_loss: 0.0311895 | Time: 1919.29 ms [2021-11-19 09:08:40 main:581] : INFO : Epoch 1971 | loss: 0.0311514 | val_loss: 0.0311898 | Time: 1929 ms [2021-11-19 09:08:42 main:581] : INFO : Epoch 1972 | loss: 0.0311545 | val_loss: 0.0311833 | Time: 1921.08 ms [2021-11-19 09:08:44 main:581] : INFO : Epoch 1973 | loss: 0.0311537 | val_loss: 0.0311896 | Time: 1920.45 ms [2021-11-19 09:08:46 main:581] : INFO : Epoch 1974 | loss: 0.0311573 | val_loss: 0.0311913 | Time: 1925.89 ms [2021-11-19 09:08:48 main:581] : INFO : Epoch 1975 | loss: 0.031152 | val_loss: 0.0311873 | Time: 1923.32 ms [2021-11-19 09:08:50 main:581] : INFO : Epoch 1976 | loss: 0.0311534 | val_loss: 0.0311835 | Time: 1917.89 ms [2021-11-19 09:08:52 main:581] : INFO : Epoch 1977 | loss: 0.0311524 | val_loss: 0.0311857 | Time: 1914.04 ms [2021-11-19 09:08:54 main:581] : INFO : Epoch 1978 | loss: 0.0311508 | val_loss: 0.0311842 | Time: 1937.75 ms [2021-11-19 09:08:56 main:581] : INFO : Epoch 1979 | loss: 0.0311485 | val_loss: 0.0311838 | Time: 1911.66 ms [2021-11-19 09:08:58 main:581] : INFO : Epoch 1980 | loss: 0.0311566 | val_loss: 0.0311998 | Time: 1929.55 ms [2021-11-19 09:09:00 main:581] : INFO : Epoch 1981 | loss: 0.0311513 | val_loss: 0.0311837 | Time: 1910.28 ms [2021-11-19 09:09:02 main:581] : INFO : Epoch 1982 | loss: 0.0311549 | val_loss: 0.0311941 | Time: 1920.06 ms [2021-11-19 09:09:03 main:581] : INFO : Epoch 1983 | loss: 0.0311604 | val_loss: 0.0311936 | Time: 1943.45 ms [2021-11-19 09:09:05 main:581] : INFO : Epoch 1984 | loss: 0.0311508 | val_loss: 0.0312026 | Time: 1965.96 ms [2021-11-19 09:09:07 main:581] : INFO : Epoch 1985 | loss: 0.031153 | val_loss: 0.0311895 | Time: 1917.38 ms [2021-11-19 09:09:09 main:581] : INFO : Epoch 1986 | loss: 0.031153 | val_loss: 0.0311848 | Time: 1945.16 ms [2021-11-19 09:09:11 main:581] : INFO : Epoch 1987 | loss: 0.0311556 | val_loss: 0.0311825 | Time: 1948 ms [2021-11-19 09:09:13 main:581] : INFO : Epoch 1988 | loss: 0.031154 | val_loss: 0.0311828 | Time: 1924.16 ms [2021-11-19 09:09:15 main:581] : INFO : Epoch 1989 | loss: 0.0311516 | val_loss: 0.0311916 | Time: 1932.81 ms [2021-11-19 09:09:17 main:581] : INFO : Epoch 1990 | loss: 0.0311497 | val_loss: 0.031187 | Time: 1922.32 ms [2021-11-19 09:09:19 main:581] : INFO : Epoch 1991 | loss: 0.0311495 | val_loss: 0.0311884 | Time: 1936.15 ms [2021-11-19 09:09:21 main:581] : INFO : Epoch 1992 | loss: 0.0311512 | val_loss: 0.0311918 | Time: 1931.11 ms [2021-11-19 09:09:23 main:581] : INFO : Epoch 1993 | loss: 0.0311508 | val_loss: 0.0311884 | Time: 1924.56 ms [2021-11-19 09:09:25 main:581] : INFO : Epoch 1994 | loss: 0.0311461 | val_loss: 0.0311807 | Time: 1921.23 ms [2021-11-19 09:09:27 main:581] : INFO : Epoch 1995 | loss: 0.0311513 | val_loss: 0.0311901 | Time: 1902.2 ms [2021-11-19 09:09:29 main:581] : INFO : Epoch 1996 | loss: 0.0311491 | val_loss: 0.031187 | Time: 1911.26 ms [2021-11-19 09:09:30 main:581] : INFO : Epoch 1997 | loss: 0.0311498 | val_loss: 0.0311963 | Time: 1911.76 ms [2021-11-19 09:09:32 main:581] : INFO : Epoch 1998 | loss: 0.0311505 | val_loss: 0.0311884 | Time: 1925.12 ms [2021-11-19 09:09:34 main:581] : INFO : Epoch 1999 | loss: 0.0311905 | val_loss: 0.031234 | Time: 1917.6 ms [2021-11-19 09:09:36 main:581] : INFO : Epoch 2000 | loss: 0.0321066 | val_loss: 0.0315461 | Time: 1929.51 ms [2021-11-19 09:09:38 main:581] : INFO : Epoch 2001 | loss: 0.0318636 | val_loss: 0.0312864 | Time: 1916.81 ms [2021-11-19 09:09:40 main:581] : INFO : Epoch 2002 | loss: 0.0313294 | val_loss: 0.031283 | Time: 1906.65 ms [2021-11-19 09:09:42 main:581] : INFO : Epoch 2003 | loss: 0.0312622 | val_loss: 0.0312515 | Time: 1971.04 ms [2021-11-19 09:09:44 main:581] : INFO : Epoch 2004 | loss: 0.0312457 | val_loss: 0.0312392 | Time: 1939.95 ms [2021-11-19 09:09:46 main:581] : INFO : Epoch 2005 | loss: 0.0312339 | val_loss: 0.0312262 | Time: 1916.38 ms [2021-11-19 09:09:48 main:581] : INFO : Epoch 2006 | loss: 0.0312196 | val_loss: 0.0312135 | Time: 1910.74 ms [2021-11-19 09:09:50 main:581] : INFO : Epoch 2007 | loss: 0.0312061 | val_loss: 0.0312021 | Time: 1916.74 ms [2021-11-19 09:09:52 main:581] : INFO : Epoch 2008 | loss: 0.0312047 | val_loss: 0.0312145 | Time: 1913.68 ms [2021-11-19 09:09:54 main:581] : INFO : Epoch 2009 | loss: 0.0312132 | val_loss: 0.0312247 | Time: 1926.05 ms [2021-11-19 09:09:55 main:581] : INFO : Epoch 2010 | loss: 0.0312067 | val_loss: 0.0311975 | Time: 1932.68 ms [2021-11-19 09:09:57 main:581] : INFO : Epoch 2011 | loss: 0.0311949 | val_loss: 0.0311867 | Time: 1924.66 ms [2021-11-19 09:09:59 main:581] : INFO : Epoch 2012 | loss: 0.0311866 | val_loss: 0.0311908 | Time: 1922.22 ms [2021-11-19 09:10:01 main:581] : INFO : Epoch 2013 | loss: 0.0311898 | val_loss: 0.0311913 | Time: 1925.08 ms [2021-11-19 09:10:03 main:581] : INFO : Epoch 2014 | loss: 0.031187 | val_loss: 0.0311831 | Time: 1908.16 ms [2021-11-19 09:10:05 main:581] : INFO : Epoch 2015 | loss: 0.031182 | val_loss: 0.0311789 | Time: 1961.93 ms [2021-11-19 09:10:07 main:581] : INFO : Epoch 2016 | loss: 0.0311768 | val_loss: 0.031176 | Time: 1913.38 ms [2021-11-19 09:10:09 main:581] : INFO : Epoch 2017 | loss: 0.0311817 | val_loss: 0.0311972 | Time: 1927.87 ms [2021-11-19 09:10:11 main:581] : INFO : Epoch 2018 | loss: 0.0311871 | val_loss: 0.0311754 | Time: 1934.08 ms [2021-11-19 09:10:13 main:581] : INFO : Epoch 2019 | loss: 0.0311757 | val_loss: 0.0311761 | Time: 1920.81 ms [2021-11-19 09:10:15 main:581] : INFO : Epoch 2020 | loss: 0.0311727 | val_loss: 0.0311744 | Time: 1946.79 ms [2021-11-19 09:10:17 main:581] : INFO : Epoch 2021 | loss: 0.031169 | val_loss: 0.0311698 | Time: 1917.86 ms [2021-11-19 09:10:19 main:581] : INFO : Epoch 2022 | loss: 0.0311676 | val_loss: 0.0311712 | Time: 1942.45 ms [2021-11-19 09:10:21 main:581] : INFO : Epoch 2023 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 1926.78 ms [2021-11-19 09:10:22 main:581] : INFO : Epoch 2024 | loss: 0.0311658 | val_loss: 0.0311682 | Time: 1926.3 ms [2021-11-19 09:10:24 main:581] : INFO : Epoch 2025 | loss: 0.0311647 | val_loss: 0.0311702 | Time: 1932.1 ms [2021-11-19 09:10:26 main:581] : INFO : Epoch 2026 | loss: 0.031166 | val_loss: 0.0311677 | Time: 1935.28 ms [2021-11-19 09:10:28 main:581] : INFO : Epoch 2027 | loss: 0.0311637 | val_loss: 0.0311674 | Time: 1924.5 ms [2021-11-19 09:10:30 main:581] : INFO : Epoch 2028 | loss: 0.0311668 | val_loss: 0.0311776 | Time: 1923.58 ms [2021-11-19 09:10:32 main:581] : INFO : Epoch 2029 | loss: 0.0311648 | val_loss: 0.0311666 | Time: 1929.61 ms [2021-11-19 09:10:34 main:581] : INFO : Epoch 2030 | loss: 0.0311603 | val_loss: 0.0311674 | Time: 1925.39 ms [2021-11-19 09:10:36 main:581] : INFO : Epoch 2031 | loss: 0.0311597 | val_loss: 0.0311685 | Time: 1945.51 ms [2021-11-19 09:10:38 main:581] : INFO : Epoch 2032 | loss: 0.0311603 | val_loss: 0.0311698 | Time: 1914.95 ms [2021-11-19 09:10:40 main:581] : INFO : Epoch 2033 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 1919.53 ms [2021-11-19 09:10:42 main:581] : INFO : Epoch 2034 | loss: 0.0311649 | val_loss: 0.0311811 | Time: 1926.91 ms [2021-11-19 09:10:44 main:581] : INFO : Epoch 2035 | loss: 0.0311628 | val_loss: 0.0311769 | Time: 1918.94 ms [2021-11-19 09:10:46 main:581] : INFO : Epoch 2036 | loss: 0.0311626 | val_loss: 0.0311783 | Time: 1923.66 ms [2021-11-19 09:10:48 main:581] : INFO : Epoch 2037 | loss: 0.0311679 | val_loss: 0.0311702 | Time: 1913.64 ms [2021-11-19 09:10:50 main:581] : INFO : Epoch 2038 | loss: 0.0311607 | val_loss: 0.0311667 | Time: 2014.17 ms [2021-11-19 09:10:51 main:581] : INFO : Epoch 2039 | loss: 0.0311581 | val_loss: 0.0311647 | Time: 1932.36 ms [2021-11-19 09:10:53 main:581] : INFO : Epoch 2040 | loss: 0.0311571 | val_loss: 0.0311664 | Time: 1903.25 ms [2021-11-19 09:10:55 main:581] : INFO : Epoch 2041 | loss: 0.0311587 | val_loss: 0.0311656 | Time: 1905.79 ms [2021-11-19 09:10:57 main:581] : INFO : Epoch 2042 | loss: 0.031157 | val_loss: 0.0311646 | Time: 1927.18 ms [2021-11-19 09:10:59 main:581] : INFO : Epoch 2043 | loss: 0.031158 | val_loss: 0.0311728 | Time: 1917.99 ms [2021-11-19 09:11:01 main:581] : INFO : Epoch 2044 | loss: 0.0311595 | val_loss: 0.0311653 | Time: 1917.41 ms [2021-11-19 09:11:03 main:581] : INFO : Epoch 2045 | loss: 0.0311547 | val_loss: 0.0311665 | Time: 1931.99 ms [2021-11-19 09:11:05 main:581] : INFO : Epoch 2046 | loss: 0.0311555 | val_loss: 0.0311661 | Time: 1945.07 ms [2021-11-19 09:11:07 main:581] : INFO : Epoch 2047 | loss: 0.0311569 | val_loss: 0.0311659 | Time: 1931.75 ms [2021-11-19 09:11:09 main:581] : INFO : Epoch 2048 | loss: 0.0311582 | val_loss: 0.0311663 | Time: 1914.66 ms [2021-11-19 09:11:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311663 [2021-11-19 09:11:09 main:610] : INFO : Saving end state to config to file [2021-11-19 09:11:09 main:615] : INFO : Success, exiting.. 09:11:09 (6155): 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)