Task 11648670
| Name | ParityModified-1639953609-10997-3-0_0 |
| Workunit | 8864754 |
| Created | 17 Feb 2022, 2:21:25 UTC |
| Sent | 26 Feb 2022, 15:34:59 UTC |
| Report deadline | 6 Mar 2022, 15:34:59 UTC |
| Received | 26 Feb 2022, 18:06:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16731 |
| Run time | 1 hours 22 min 43 sec |
| CPU time | 1 hours 6 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,455.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 02 main:574] : INFO : Epoch 1542 | loss: 0.031201 | val_loss: 0.0312056 | Time: 2162.26 ms [2022-02-26 09:46:04 main:574] : INFO : Epoch 1543 | loss: 0.0312008 | val_loss: 0.0312055 | Time: 1890.69 ms [2022-02-26 09:46:06 main:574] : INFO : Epoch 1544 | loss: 0.0312019 | val_loss: 0.031206 | Time: 2311.69 ms [2022-02-26 09:46:08 main:574] : INFO : Epoch 1545 | loss: 0.0312018 | val_loss: 0.031209 | Time: 2016.13 ms [2022-02-26 09:46:10 main:574] : INFO : Epoch 1546 | loss: 0.0312007 | val_loss: 0.031205 | Time: 2177.72 ms [2022-02-26 09:46:13 main:574] : INFO : Epoch 1547 | loss: 0.0312003 | val_loss: 0.0312065 | Time: 2831.96 ms [2022-02-26 09:46:16 main:574] : INFO : Epoch 1548 | loss: 0.0312005 | val_loss: 0.0312047 | Time: 2631.55 ms [2022-02-26 09:46:18 main:574] : INFO : Epoch 1549 | loss: 0.0312002 | val_loss: 0.0312051 | Time: 2467.98 ms [2022-02-26 09:46:22 main:574] : INFO : Epoch 1550 | loss: 0.0312007 | val_loss: 0.0312051 | Time: 2770.37 ms [2022-02-26 09:46:25 main:574] : INFO : Epoch 1551 | loss: 0.0311998 | val_loss: 0.0312049 | Time: 2451.73 ms [2022-02-26 09:46:27 main:574] : INFO : Epoch 1552 | loss: 0.0311995 | val_loss: 0.031204 | Time: 1973.95 ms [2022-02-26 09:46:29 main:574] : INFO : Epoch 1553 | loss: 0.0311991 | val_loss: 0.0312041 | Time: 2347.96 ms [2022-02-26 09:46:32 main:574] : INFO : Epoch 1554 | loss: 0.0311991 | val_loss: 0.031204 | Time: 1943.58 ms [2022-02-26 09:46:34 main:574] : INFO : Epoch 1555 | loss: 0.0312001 | val_loss: 0.0312084 | Time: 2216.06 ms [2022-02-26 09:46:36 main:574] : INFO : Epoch 1556 | loss: 0.0312027 | val_loss: 0.0312051 | Time: 1983.87 ms [2022-02-26 09:46:38 main:574] : INFO : Epoch 1557 | loss: 0.0312011 | val_loss: 0.031205 | Time: 2132.27 ms [2022-02-26 09:46:41 main:574] : INFO : Epoch 1558 | loss: 0.0312003 | val_loss: 0.0312042 | Time: 2114.16 ms [2022-02-26 09:46:44 main:574] : INFO : Epoch 1559 | loss: 0.0311999 | val_loss: 0.031206 | Time: 3044.7 ms [2022-02-26 09:46:48 main:574] : INFO : Epoch 1560 | loss: 0.0311997 | val_loss: 0.0312041 | Time: 2282.77 ms [2022-02-26 09:46:50 main:574] : INFO : Epoch 1561 | loss: 0.0312002 | val_loss: 0.0312049 | Time: 2282.48 ms [2022-02-26 09:46:55 main:574] : INFO : Epoch 1562 | loss: 0.0312 | val_loss: 0.0312059 | Time: 2146.57 ms [2022-02-26 09:46:58 main:574] : INFO : Epoch 1563 | loss: 0.0312002 | val_loss: 0.0312047 | Time: 2884.25 ms [2022-02-26 09:47:00 main:574] : INFO : Epoch 1564 | loss: 0.0311993 | val_loss: 0.0312056 | Time: 2080.59 ms [2022-02-26 09:47:02 main:574] : INFO : Epoch 1565 | loss: 0.031199 | val_loss: 0.0312047 | Time: 2175.55 ms [2022-02-26 09:47:04 main:574] : INFO : Epoch 1566 | loss: 0.0311985 | val_loss: 0.031204 | Time: 2319.24 ms [2022-02-26 09:47:07 main:574] : INFO : Epoch 1567 | loss: 0.0311983 | val_loss: 0.0312046 | Time: 2034.74 ms [2022-02-26 09:47:09 main:574] : INFO : Epoch 1568 | loss: 0.0311985 | val_loss: 0.0312056 | Time: 1968.22 ms [2022-02-26 09:47:11 main:574] : INFO : Epoch 1569 | loss: 0.0311977 | val_loss: 0.0312033 | Time: 2360.84 ms [2022-02-26 09:47:14 main:574] : INFO : Epoch 1570 | loss: 0.0311983 | val_loss: 0.0312037 | Time: 2375.18 ms [2022-02-26 09:47:16 main:574] : INFO : Epoch 1571 | loss: 0.0311978 | val_loss: 0.0312037 | Time: 2022.96 ms [2022-02-26 09:47:18 main:574] : INFO : Epoch 1572 | loss: 0.0311971 | val_loss: 0.0312026 | Time: 2130.61 ms [2022-02-26 09:47:20 main:574] : INFO : Epoch 1573 | loss: 0.0311972 | val_loss: 0.0312043 | Time: 2016.61 ms [2022-02-26 09:47:22 main:574] : INFO : Epoch 1574 | loss: 0.0311993 | val_loss: 0.0312027 | Time: 1943.79 ms [2022-02-26 09:47:24 main:574] : INFO : Epoch 1575 | loss: 0.0311988 | val_loss: 0.0312034 | Time: 2050.56 ms [2022-02-26 09:47:26 main:574] : INFO : Epoch 1576 | loss: 0.0311993 | val_loss: 0.0312035 | Time: 2429.69 ms [2022-02-26 09:47:29 main:574] : INFO : Epoch 1577 | loss: 0.0311966 | val_loss: 0.0312017 | Time: 2682.84 ms [2022-02-26 09:47:31 main:574] : INFO : Epoch 1578 | loss: 0.0311962 | val_loss: 0.0312023 | Time: 2187.94 ms [2022-02-26 09:47:34 main:574] : INFO : Epoch 1579 | loss: 0.0311965 | val_loss: 0.0312028 | Time: 2337.57 ms [2022-02-26 09:47:36 main:574] : INFO : Epoch 1580 | loss: 0.0311957 | val_loss: 0.0312049 | Time: 1927.44 ms [2022-02-26 09:47:38 main:574] : INFO : Epoch 1581 | loss: 0.0311974 | val_loss: 0.0312054 | Time: 1901.71 ms [2022-02-26 09:47:40 main:574] : INFO : Epoch 1582 | loss: 0.0311975 | val_loss: 0.0312051 | Time: 2160.24 ms [2022-02-26 09:47:42 main:574] : INFO : Epoch 1583 | loss: 0.0311959 | val_loss: 0.0312043 | Time: 2140.14 ms [2022-02-26 09:47:44 main:574] : INFO : Epoch 1584 | loss: 0.0311977 | val_loss: 0.0312041 | Time: 2060.34 ms [2022-02-26 09:47:46 main:574] : INFO : Epoch 1585 | loss: 0.0311959 | val_loss: 0.0312029 | Time: 2052.42 ms [2022-02-26 09:47:48 main:574] : INFO : Epoch 1586 | loss: 0.0311956 | val_loss: 0.031202 | Time: 2177.74 ms [2022-02-26 09:47:51 main:574] : INFO : Epoch 1587 | loss: 0.0311946 | val_loss: 0.0312031 | Time: 2262.7 ms [2022-02-26 09:47:54 main:574] : INFO : Epoch 1588 | loss: 0.0311945 | val_loss: 0.0312055 | Time: 2314.63 ms [2022-02-26 09:47:56 main:574] : INFO : Epoch 1589 | loss: 0.0311952 | val_loss: 0.031202 | Time: 2093.21 ms [2022-02-26 09:47:58 main:574] : INFO : Epoch 1590 | loss: 0.0311956 | val_loss: 0.0312033 | Time: 2098.46 ms [2022-02-26 09:48:00 main:574] : INFO : Epoch 1591 | loss: 0.0311963 | val_loss: 0.0312064 | Time: 2235.61 ms [2022-02-26 09:48:04 main:574] : INFO : Epoch 1592 | loss: 0.0311964 | val_loss: 0.0312051 | Time: 2305.08 ms [2022-02-26 09:48:06 main:574] : INFO : Epoch 1593 | loss: 0.0311949 | val_loss: 0.0312018 | Time: 2122.39 ms [2022-02-26 09:48:08 main:574] : INFO : Epoch 1594 | loss: 0.031195 | val_loss: 0.0312013 | Time: 2146.24 ms [2022-02-26 09:48:11 main:574] : INFO : Epoch 1595 | loss: 0.0311944 | val_loss: 0.0312044 | Time: 2187.41 ms [2022-02-26 09:48:13 main:574] : INFO : Epoch 1596 | loss: 0.0311945 | val_loss: 0.0312014 | Time: 2100.19 ms [2022-02-26 09:48:15 main:574] : INFO : Epoch 1597 | loss: 0.0311943 | val_loss: 0.031205 | Time: 2344.39 ms [2022-02-26 09:48:18 main:574] : INFO : Epoch 1598 | loss: 0.0311946 | val_loss: 0.0312013 | Time: 2120.83 ms [2022-02-26 09:48:20 main:574] : INFO : Epoch 1599 | loss: 0.0311941 | val_loss: 0.0312054 | Time: 2230.41 ms [2022-02-26 09:48:23 main:574] : INFO : Epoch 1600 | loss: 0.0311955 | val_loss: 0.0312011 | Time: 2497.43 ms [2022-02-26 09:48:25 main:574] : INFO : Epoch 1601 | loss: 0.0311944 | val_loss: 0.0312014 | Time: 2129.05 ms [2022-02-26 09:48:27 main:574] : INFO : Epoch 1602 | loss: 0.0311943 | val_loss: 0.0312021 | Time: 1982.03 ms [2022-02-26 09:48:29 main:574] : INFO : Epoch 1603 | loss: 0.0311928 | val_loss: 0.0312011 | Time: 2063.2 ms [2022-02-26 09:48:31 main:574] : INFO : Epoch 1604 | loss: 0.0311931 | val_loss: 0.0312023 | Time: 2172.93 ms [2022-02-26 09:48:33 main:574] : INFO : Epoch 1605 | loss: 0.031192 | val_loss: 0.0312018 | Time: 2000.97 ms [2022-02-26 09:48:35 main:574] : INFO : Epoch 1606 | loss: 0.031192 | val_loss: 0.0312022 | Time: 2499.15 ms [2022-02-26 09:48:39 main:574] : INFO : Epoch 1607 | loss: 0.031194 | val_loss: 0.031207 | Time: 3270.05 ms [2022-02-26 09:48:42 main:574] : INFO : Epoch 1608 | loss: 0.0311965 | val_loss: 0.0312078 | Time: 2027.97 ms [2022-02-26 09:48:45 main:574] : INFO : Epoch 1609 | loss: 0.0311933 | val_loss: 0.0312011 | Time: 2775.35 ms [2022-02-26 09:48:47 main:574] : INFO : Epoch 1610 | loss: 0.0311919 | val_loss: 0.0312032 | Time: 2274.14 ms [2022-02-26 09:48:50 main:574] : INFO : Epoch 1611 | loss: 0.0311918 | val_loss: 0.031205 | Time: 2675.26 ms [2022-02-26 09:48:52 main:574] : INFO : Epoch 1612 | loss: 0.0311924 | val_loss: 0.0312012 | Time: 2073.85 ms [2022-02-26 09:48:54 main:574] : INFO : Epoch 1613 | loss: 0.0311908 | val_loss: 0.0311993 | Time: 2228.35 ms [2022-02-26 09:48:56 main:574] : INFO : Epoch 1614 | loss: 0.0311905 | val_loss: 0.0311997 | Time: 2267.02 ms [2022-02-26 09:48:58 main:574] : INFO : Epoch 1615 | loss: 0.0311912 | val_loss: 0.031199 | Time: 1976.99 ms [2022-02-26 09:49:00 main:574] : INFO : Epoch 1616 | loss: 0.0311901 | val_loss: 0.0311993 | Time: 1969.11 ms [2022-02-26 09:49:02 main:574] : INFO : Epoch 1617 | loss: 0.0311911 | val_loss: 0.0311996 | Time: 2096.7 ms [2022-02-26 09:49:06 main:574] : INFO : Epoch 1618 | loss: 0.0311909 | val_loss: 0.0312024 | Time: 2143.31 ms [2022-02-26 09:49:09 main:574] : INFO : Epoch 1619 | loss: 0.0311895 | val_loss: 0.0311985 | Time: 2376.2 ms [2022-02-26 09:49:11 main:574] : INFO : Epoch 1620 | loss: 0.0311891 | val_loss: 0.031199 | Time: 2069.06 ms [2022-02-26 09:49:13 main:574] : INFO : Epoch 1621 | loss: 0.0311901 | val_loss: 0.0312045 | Time: 1992.68 ms [2022-02-26 09:49:16 main:574] : INFO : Epoch 1622 | loss: 0.0311893 | val_loss: 0.0312041 | Time: 2771.71 ms [2022-02-26 09:49:18 main:574] : INFO : Epoch 1623 | loss: 0.0311919 | val_loss: 0.031202 | Time: 2251.7 ms [2022-02-26 09:49:21 main:574] : INFO : Epoch 1624 | loss: 0.0311892 | val_loss: 0.0312033 | Time: 2477.85 ms [2022-02-26 09:49:23 main:574] : INFO : Epoch 1625 | loss: 0.0311896 | val_loss: 0.0311999 | Time: 2163.63 ms [2022-02-26 09:49:26 main:574] : INFO : Epoch 1626 | loss: 0.0311895 | val_loss: 0.0311996 | Time: 2179.71 ms [2022-02-26 09:49:28 main:574] : INFO : Epoch 1627 | loss: 0.031189 | val_loss: 0.0312002 | Time: 2080.13 ms [2022-02-26 09:49:30 main:574] : INFO : Epoch 1628 | loss: 0.0311896 | val_loss: 0.0312019 | Time: 1938.12 ms [2022-02-26 09:49:32 main:574] : INFO : Epoch 1629 | loss: 0.0311887 | val_loss: 0.0311999 | Time: 2175.11 ms [2022-02-26 09:49:34 main:574] : INFO : Epoch 1630 | loss: 0.031189 | val_loss: 0.0312043 | Time: 2080.08 ms [2022-02-26 09:49:36 main:574] : INFO : Epoch 1631 | loss: 0.03119 | val_loss: 0.0312007 | Time: 2036.55 ms [2022-02-26 09:49:38 main:574] : INFO : Epoch 1632 | loss: 0.031188 | val_loss: 0.0312006 | Time: 2045.41 ms [2022-02-26 09:49:40 main:574] : INFO : Epoch 1633 | loss: 0.0311893 | val_loss: 0.0312012 | Time: 2192.72 ms [2022-02-26 09:49:43 main:574] : INFO : Epoch 1634 | loss: 0.0311877 | val_loss: 0.0312003 | Time: 2316.73 ms [2022-02-26 09:49:45 main:574] : INFO : Epoch 1635 | loss: 0.0311882 | val_loss: 0.0312045 | Time: 2031.83 ms [2022-02-26 09:49:47 main:574] : INFO : Epoch 1636 | loss: 0.0311888 | val_loss: 0.0312007 | Time: 1953.79 ms [2022-02-26 09:49:49 main:574] : INFO : Epoch 1637 | loss: 0.0311912 | val_loss: 0.0311983 | Time: 2533.3 ms [2022-02-26 09:49:52 main:574] : INFO : Epoch 1638 | loss: 0.0311886 | val_loss: 0.0311977 | Time: 2049.24 ms [2022-02-26 09:49:54 main:574] : INFO : Epoch 1639 | loss: 0.0311896 | val_loss: 0.0311991 | Time: 1971.69 ms [2022-02-26 09:49:56 main:574] : INFO : Epoch 1640 | loss: 0.0311884 | val_loss: 0.0312027 | Time: 2114.95 ms [2022-02-26 09:49:59 main:574] : INFO : Epoch 1641 | loss: 0.0311896 | val_loss: 0.0311992 | Time: 2222.28 ms [2022-02-26 09:50:01 main:574] : INFO : Epoch 1642 | loss: 0.0311889 | val_loss: 0.0311992 | Time: 1977.69 ms [2022-02-26 09:50:07 main:574] : INFO : Epoch 1643 | loss: 0.0311893 | val_loss: 0.0311994 | Time: 2881.42 ms [2022-02-26 09:50:10 main:574] : INFO : Epoch 1644 | loss: 0.0311903 | val_loss: 0.0312017 | Time: 2561.64 ms [2022-02-26 09:50:12 main:574] : INFO : Epoch 1645 | loss: 0.0311946 | val_loss: 0.0312145 | Time: 2078.45 ms [2022-02-26 09:50:14 main:574] : INFO : Epoch 1646 | loss: 0.0311965 | val_loss: 0.0312013 | Time: 2089.26 ms [2022-02-26 09:50:16 main:574] : INFO : Epoch 1647 | loss: 0.0311903 | val_loss: 0.0312043 | Time: 1956.52 ms [2022-02-26 09:50:18 main:574] : INFO : Epoch 1648 | loss: 0.0311892 | val_loss: 0.0312019 | Time: 2471.1 ms [2022-02-26 09:50:21 main:574] : INFO : Epoch 1649 | loss: 0.0311879 | val_loss: 0.0311988 | Time: 2747.69 ms [2022-02-26 09:50:24 main:574] : INFO : Epoch 1650 | loss: 0.0311885 | val_loss: 0.0311991 | Time: 2701.54 ms [2022-02-26 09:50:26 main:574] : INFO : Epoch 1651 | loss: 0.0311881 | val_loss: 0.0312029 | Time: 2108.21 ms [2022-02-26 09:50:30 main:574] : INFO : Epoch 1652 | loss: 0.0311885 | val_loss: 0.031199 | Time: 2137.7 ms [2022-02-26 09:50:36 main:574] : INFO : Epoch 1653 | loss: 0.0311872 | val_loss: 0.0311996 | Time: 2075.49 ms [2022-02-26 09:50:43 main:574] : INFO : Epoch 1654 | loss: 0.0311888 | val_loss: 0.031199 | Time: 2043.16 ms [2022-02-26 09:50:46 main:574] : INFO : Epoch 1655 | loss: 0.031188 | val_loss: 0.0312017 | Time: 2321.3 ms [2022-02-26 09:50:48 main:574] : INFO : Epoch 1656 | loss: 0.0311882 | val_loss: 0.0311973 | Time: 2142.39 ms [2022-02-26 09:50:50 main:574] : INFO : Epoch 1657 | loss: 0.0311864 | val_loss: 0.031199 | Time: 2071.55 ms [2022-02-26 09:50:52 main:574] : INFO : Epoch 1658 | loss: 0.0311874 | val_loss: 0.0311989 | Time: 2454.08 ms [2022-02-26 09:50:54 main:574] : INFO : Epoch 1659 | loss: 0.0311907 | val_loss: 0.0312115 | Time: 2147.2 ms [2022-02-26 09:50:57 main:574] : INFO : Epoch 1660 | loss: 0.0311898 | val_loss: 0.0312 | Time: 2083.05 ms [2022-02-26 09:50:59 main:574] : INFO : Epoch 1661 | loss: 0.0311885 | val_loss: 0.031199 | Time: 2137.66 ms [2022-02-26 09:51:02 main:574] : INFO : Epoch 1662 | loss: 0.0311868 | val_loss: 0.0312039 | Time: 2675.74 ms [2022-02-26 09:51:05 main:574] : INFO : Epoch 1663 | loss: 0.0311875 | val_loss: 0.0312044 | Time: 3347.92 ms [2022-02-26 09:51:08 main:574] : INFO : Epoch 1664 | loss: 0.0311879 | val_loss: 0.0312008 | Time: 2326.32 ms [2022-02-26 09:51:10 main:574] : INFO : Epoch 1665 | loss: 0.031188 | val_loss: 0.0312019 | Time: 2521.23 ms [2022-02-26 09:51:12 main:574] : INFO : Epoch 1666 | loss: 0.0311917 | val_loss: 0.031202 | Time: 1987.47 ms [2022-02-26 09:51:15 main:574] : INFO : Epoch 1667 | loss: 0.0311881 | val_loss: 0.0311985 | Time: 2596.28 ms [2022-02-26 09:51:18 main:574] : INFO : Epoch 1668 | loss: 0.0311859 | val_loss: 0.0311989 | Time: 2817.55 ms [2022-02-26 09:51:20 main:574] : INFO : Epoch 1669 | loss: 0.0311871 | val_loss: 0.031199 | Time: 2214.43 ms [2022-02-26 09:51:23 main:574] : INFO : Epoch 1670 | loss: 0.0311872 | val_loss: 0.0311969 | Time: 1979.82 ms [2022-02-26 09:51:25 main:574] : INFO : Epoch 1671 | loss: 0.0311867 | val_loss: 0.031197 | Time: 2230.21 ms [2022-02-26 09:51:27 main:574] : INFO : Epoch 1672 | loss: 0.0311866 | val_loss: 0.0311995 | Time: 2119.6 ms [2022-02-26 09:51:30 main:574] : INFO : Epoch 1673 | loss: 0.031188 | val_loss: 0.0311974 | Time: 2683.34 ms [2022-02-26 09:51:32 main:574] : INFO : Epoch 1674 | loss: 0.0311865 | val_loss: 0.0311967 | Time: 2089.66 ms [2022-02-26 09:51:34 main:574] : INFO : Epoch 1675 | loss: 0.0311859 | val_loss: 0.0311973 | Time: 2023.16 ms [2022-02-26 09:51:36 main:574] : INFO : Epoch 1676 | loss: 0.0311865 | val_loss: 0.0311977 | Time: 2209.29 ms [2022-02-26 09:51:39 main:574] : INFO : Epoch 1677 | loss: 0.0311865 | val_loss: 0.0312015 | Time: 2107.38 ms [2022-02-26 09:51:42 main:574] : INFO : Epoch 1678 | loss: 0.0311879 | val_loss: 0.0312075 | Time: 2072.07 ms [2022-02-26 09:51:45 main:574] : INFO : Epoch 1679 | loss: 0.0311926 | val_loss: 0.0311999 | Time: 2486.34 ms [2022-02-26 09:51:47 main:574] : INFO : Epoch 1680 | loss: 0.0311871 | val_loss: 0.0311984 | Time: 2375.25 ms [2022-02-26 09:51:49 main:574] : INFO : Epoch 1681 | loss: 0.0311892 | val_loss: 0.0312005 | Time: 2037.1 ms [2022-02-26 09:51:52 main:574] : INFO : Epoch 1682 | loss: 0.0311881 | val_loss: 0.0311989 | Time: 2863.98 ms [2022-02-26 09:51:55 main:574] : INFO : Epoch 1683 | loss: 0.0311868 | val_loss: 0.0312012 | Time: 2799.58 ms [2022-02-26 09:51:57 main:574] : INFO : Epoch 1684 | loss: 0.0311885 | val_loss: 0.0311999 | Time: 2335.2 ms [2022-02-26 09:52:00 main:574] : INFO : Epoch 1685 | loss: 0.0311883 | val_loss: 0.031203 | Time: 2642.92 ms [2022-02-26 09:52:03 main:574] : INFO : Epoch 1686 | loss: 0.0311878 | val_loss: 0.0311994 | Time: 2714.7 ms [2022-02-26 09:52:08 main:574] : INFO : Epoch 1687 | loss: 0.0311877 | val_loss: 0.0311978 | Time: 2328.21 ms [2022-02-26 09:52:11 main:574] : INFO : Epoch 1688 | loss: 0.0311867 | val_loss: 0.0311997 | Time: 2484.1 ms [2022-02-26 09:52:13 main:574] : INFO : Epoch 1689 | loss: 0.031188 | val_loss: 0.0311984 | Time: 2121.38 ms [2022-02-26 09:52:15 main:574] : INFO : Epoch 1690 | loss: 0.0311883 | val_loss: 0.0311988 | Time: 2120.54 ms [2022-02-26 09:52:17 main:574] : INFO : Epoch 1691 | loss: 0.0311864 | val_loss: 0.031206 | Time: 2093.78 ms [2022-02-26 09:52:19 main:574] : INFO : Epoch 1692 | loss: 0.031188 | val_loss: 0.0311983 | Time: 2152.15 ms [2022-02-26 09:52:22 main:574] : INFO : Epoch 1693 | loss: 0.0311863 | val_loss: 0.0311993 | Time: 2811 ms [2022-02-26 09:52:24 main:574] : INFO : Epoch 1694 | loss: 0.031187 | val_loss: 0.0312004 | Time: 2161.26 ms [2022-02-26 09:52:26 main:574] : INFO : Epoch 1695 | loss: 0.0311865 | val_loss: 0.031202 | Time: 2030.1 ms [2022-02-26 09:52:28 main:574] : INFO : Epoch 1696 | loss: 0.0311891 | val_loss: 0.0312 | Time: 2053.31 ms [2022-02-26 09:52:30 main:574] : INFO : Epoch 1697 | loss: 0.0311925 | val_loss: 0.0312042 | Time: 1964.69 ms [2022-02-26 09:52:32 main:574] : INFO : Epoch 1698 | loss: 0.0311879 | val_loss: 0.0311994 | Time: 1971.47 ms [2022-02-26 09:52:34 main:574] : INFO : Epoch 1699 | loss: 0.0311873 | val_loss: 0.0311997 | Time: 1989.45 ms [2022-02-26 09:52:36 main:574] : INFO : Epoch 1700 | loss: 0.0311863 | val_loss: 0.0311999 | Time: 2005.49 ms [2022-02-26 09:52:39 main:574] : INFO : Epoch 1701 | loss: 0.0311861 | val_loss: 0.031202 | Time: 2299.75 ms [2022-02-26 09:52:41 main:574] : INFO : Epoch 1702 | loss: 0.031187 | val_loss: 0.0311998 | Time: 2017.79 ms [2022-02-26 09:52:43 main:574] : INFO : Epoch 1703 | loss: 0.0311863 | val_loss: 0.0312002 | Time: 2633.36 ms [2022-02-26 09:52:45 main:574] : INFO : Epoch 1704 | loss: 0.0311872 | val_loss: 0.0312001 | Time: 1988.87 ms [2022-02-26 09:52:47 main:574] : INFO : Epoch 1705 | loss: 0.0311856 | val_loss: 0.0311993 | Time: 2081.81 ms [2022-02-26 09:52:49 main:574] : INFO : Epoch 1706 | loss: 0.0311871 | val_loss: 0.0312 | Time: 2169.11 ms [2022-02-26 09:52:52 main:574] : INFO : Epoch 1707 | loss: 0.0311871 | val_loss: 0.0311998 | Time: 2217.7 ms [2022-02-26 09:52:57 main:574] : INFO : Epoch 1708 | loss: 0.031189 | val_loss: 0.0312054 | Time: 2518.91 ms [2022-02-26 09:52:59 main:574] : INFO : Epoch 1709 | loss: 0.0311928 | val_loss: 0.0312048 | Time: 1960.48 ms [2022-02-26 09:53:01 main:574] : INFO : Epoch 1710 | loss: 0.0312044 | val_loss: 0.0312075 | Time: 2063.97 ms [2022-02-26 09:53:03 main:574] : INFO : Epoch 1711 | loss: 0.0312026 | val_loss: 0.0312044 | Time: 2260.41 ms [2022-02-26 09:53:05 main:574] : INFO : Epoch 1712 | loss: 0.0311995 | val_loss: 0.0312038 | Time: 2061.37 ms [2022-02-26 09:53:08 main:574] : INFO : Epoch 1713 | loss: 0.0311986 | val_loss: 0.0312048 | Time: 2388.92 ms [2022-02-26 09:53:10 main:574] : INFO : Epoch 1714 | loss: 0.0311977 | val_loss: 0.0312021 | Time: 2005.61 ms [2022-02-26 09:53:12 main:574] : INFO : Epoch 1715 | loss: 0.0311954 | val_loss: 0.0312022 | Time: 2106.04 ms [2022-02-26 09:53:14 main:574] : INFO : Epoch 1716 | loss: 0.0311956 | val_loss: 0.0312026 | Time: 2247.66 ms [2022-02-26 09:53:16 main:574] : INFO : Epoch 1717 | loss: 0.0311949 | val_loss: 0.0312057 | Time: 2340.41 ms [2022-02-26 09:53:18 main:574] : INFO : Epoch 1718 | loss: 0.0311953 | val_loss: 0.0312057 | Time: 1951.93 ms [2022-02-26 09:53:21 main:574] : INFO : Epoch 1719 | loss: 0.0311996 | val_loss: 0.0312016 | Time: 2384.93 ms [2022-02-26 09:53:23 main:574] : INFO : Epoch 1720 | loss: 0.0311994 | val_loss: 0.0312024 | Time: 2271.16 ms [2022-02-26 09:53:26 main:574] : INFO : Epoch 1721 | loss: 0.0311972 | val_loss: 0.0312051 | Time: 2481.71 ms [2022-02-26 09:53:28 main:574] : INFO : Epoch 1722 | loss: 0.0311954 | val_loss: 0.0312027 | Time: 2210.91 ms [2022-02-26 09:53:30 main:574] : INFO : Epoch 1723 | loss: 0.0311942 | val_loss: 0.0311991 | Time: 2222.78 ms [2022-02-26 09:53:32 main:574] : INFO : Epoch 1724 | loss: 0.0311937 | val_loss: 0.0312003 | Time: 1981.15 ms [2022-02-26 09:53:34 main:574] : INFO : Epoch 1725 | loss: 0.0311939 | val_loss: 0.0312012 | Time: 2037.58 ms [2022-02-26 09:53:37 main:574] : INFO : Epoch 1726 | loss: 0.031197 | val_loss: 0.0312046 | Time: 2329.73 ms [2022-02-26 09:53:39 main:574] : INFO : Epoch 1727 | loss: 0.0311971 | val_loss: 0.031205 | Time: 2015.87 ms [2022-02-26 09:53:41 main:574] : INFO : Epoch 1728 | loss: 0.0311971 | val_loss: 0.0312011 | Time: 2077.71 ms [2022-02-26 09:53:43 main:574] : INFO : Epoch 1729 | loss: 0.0311978 | val_loss: 0.0312061 | Time: 2079.37 ms [2022-02-26 09:53:45 main:574] : INFO : Epoch 1730 | loss: 0.0311957 | val_loss: 0.031201 | Time: 2184.93 ms [2022-02-26 09:53:47 main:574] : INFO : Epoch 1731 | loss: 0.0311948 | val_loss: 0.0312005 | Time: 2202.06 ms [2022-02-26 09:53:50 main:574] : INFO : Epoch 1732 | loss: 0.031194 | val_loss: 0.0312029 | Time: 2368.11 ms [2022-02-26 09:53:52 main:574] : INFO : Epoch 1733 | loss: 0.031194 | val_loss: 0.0312004 | Time: 2120.55 ms [2022-02-26 09:53:54 main:574] : INFO : Epoch 1734 | loss: 0.0311924 | val_loss: 0.0311997 | Time: 2132.16 ms [2022-02-26 09:53:56 main:574] : INFO : Epoch 1735 | loss: 0.0311922 | val_loss: 0.0312001 | Time: 2055.58 ms [2022-02-26 09:53:58 main:574] : INFO : Epoch 1736 | loss: 0.0311918 | val_loss: 0.0312006 | Time: 2420.57 ms [2022-02-26 09:54:01 main:574] : INFO : Epoch 1737 | loss: 0.0311933 | val_loss: 0.0312025 | Time: 2104.23 ms [2022-02-26 09:54:03 main:574] : INFO : Epoch 1738 | loss: 0.0311929 | val_loss: 0.0312003 | Time: 1890.82 ms [2022-02-26 09:54:05 main:574] : INFO : Epoch 1739 | loss: 0.0312038 | val_loss: 0.0312107 | Time: 2084.03 ms [2022-02-26 09:54:07 main:574] : INFO : Epoch 1740 | loss: 0.0312056 | val_loss: 0.0312097 | Time: 2161.68 ms [2022-02-26 09:54:09 main:574] : INFO : Epoch 1741 | loss: 0.0312044 | val_loss: 0.0312099 | Time: 2171.32 ms [2022-02-26 09:54:11 main:574] : INFO : Epoch 1742 | loss: 0.0312056 | val_loss: 0.0312096 | Time: 2124.13 ms [2022-02-26 09:54:13 main:574] : INFO : Epoch 1743 | loss: 0.0312028 | val_loss: 0.0312115 | Time: 1991.13 ms [2022-02-26 09:54:15 main:574] : INFO : Epoch 1744 | loss: 0.0312008 | val_loss: 0.0312089 | Time: 1945.08 ms [2022-02-26 09:54:17 main:574] : INFO : Epoch 1745 | loss: 0.0312017 | val_loss: 0.0312094 | Time: 2053.74 ms [2022-02-26 09:54:19 main:574] : INFO : Epoch 1746 | loss: 0.0312021 | val_loss: 0.0312084 | Time: 2219.99 ms [2022-02-26 09:54:21 main:574] : INFO : Epoch 1747 | loss: 0.0312015 | val_loss: 0.0312072 | Time: 1969.52 ms [2022-02-26 09:54:24 main:574] : INFO : Epoch 1748 | loss: 0.0312003 | val_loss: 0.0312071 | Time: 2566.15 ms [2022-02-26 09:54:27 main:574] : INFO : Epoch 1749 | loss: 0.0312002 | val_loss: 0.0312074 | Time: 2099.11 ms [2022-02-26 09:54:34 main:574] : INFO : Epoch 1750 | loss: 0.0311994 | val_loss: 0.0312065 | Time: 2290.91 ms [2022-02-26 09:54:36 main:574] : INFO : Epoch 1751 | loss: 0.0311991 | val_loss: 0.0312064 | Time: 2165.52 ms [2022-02-26 09:54:38 main:574] : INFO : Epoch 1752 | loss: 0.0311996 | val_loss: 0.0312097 | Time: 2029.54 ms [2022-02-26 09:54:40 main:574] : INFO : Epoch 1753 | loss: 0.0311989 | val_loss: 0.0312064 | Time: 2155.27 ms [2022-02-26 09:54:42 main:574] : INFO : Epoch 1754 | loss: 0.0311976 | val_loss: 0.031208 | Time: 1975.77 ms [2022-02-26 09:54:44 main:574] : INFO : Epoch 1755 | loss: 0.0311992 | val_loss: 0.0312061 | Time: 2119.02 ms [2022-02-26 09:54:52 main:574] : INFO : Epoch 1756 | loss: 0.0311985 | val_loss: 0.0312089 | Time: 2019.91 ms [2022-02-26 09:54:55 main:574] : INFO : Epoch 1757 | loss: 0.031199 | val_loss: 0.0312061 | Time: 2034.08 ms [2022-02-26 09:54:57 main:574] : INFO : Epoch 1758 | loss: 0.0311977 | val_loss: 0.0312043 | Time: 2546.01 ms [2022-02-26 09:55:00 main:574] : INFO : Epoch 1759 | loss: 0.0311959 | val_loss: 0.0312062 | Time: 2209.48 ms [2022-02-26 09:55:03 main:574] : INFO : Epoch 1760 | loss: 0.0311965 | val_loss: 0.0312027 | Time: 2106.21 ms [2022-02-26 09:55:06 main:574] : INFO : Epoch 1761 | loss: 0.0311953 | val_loss: 0.0312026 | Time: 2874.22 ms [2022-02-26 09:55:08 main:574] : INFO : Epoch 1762 | loss: 0.0311955 | val_loss: 0.0312027 | Time: 2065.29 ms [2022-02-26 09:55:11 main:574] : INFO : Epoch 1763 | loss: 0.0311952 | val_loss: 0.0312017 | Time: 2103.93 ms [2022-02-26 09:55:13 main:574] : INFO : Epoch 1764 | loss: 0.0311947 | val_loss: 0.0312013 | Time: 2055.53 ms [2022-02-26 09:55:15 main:574] : INFO : Epoch 1765 | loss: 0.0311947 | val_loss: 0.0312036 | Time: 2101.96 ms [2022-02-26 09:55:17 main:574] : INFO : Epoch 1766 | loss: 0.0311955 | val_loss: 0.0312037 | Time: 2172.49 ms [2022-02-26 09:55:19 main:574] : INFO : Epoch 1767 | loss: 0.0311976 | val_loss: 0.0312052 | Time: 2235.89 ms [2022-02-26 09:55:22 main:574] : INFO : Epoch 1768 | loss: 0.0311961 | val_loss: 0.0312052 | Time: 2216.66 ms [2022-02-26 09:55:24 main:574] : INFO : Epoch 1769 | loss: 0.0311962 | val_loss: 0.0312044 | Time: 2190.09 ms [2022-02-26 09:55:27 main:574] : INFO : Epoch 1770 | loss: 0.0311962 | val_loss: 0.0312034 | Time: 2201.29 ms [2022-02-26 09:55:29 main:574] : INFO : Epoch 1771 | loss: 0.0312001 | val_loss: 0.0312058 | Time: 1960.94 ms [2022-02-26 09:55:31 main:574] : INFO : Epoch 1772 | loss: 0.0311965 | val_loss: 0.0312055 | Time: 2440.5 ms [2022-02-26 09:55:33 main:574] : INFO : Epoch 1773 | loss: 0.0311952 | val_loss: 0.0312055 | Time: 2170.07 ms [2022-02-26 09:55:36 main:574] : INFO : Epoch 1774 | loss: 0.0311949 | val_loss: 0.0312041 | Time: 2101.64 ms [2022-02-26 09:55:38 main:574] : INFO : Epoch 1775 | loss: 0.0311966 | val_loss: 0.0312038 | Time: 2086.39 ms [2022-02-26 09:55:40 main:574] : INFO : Epoch 1776 | loss: 0.0311953 | val_loss: 0.0312038 | Time: 2091.39 ms [2022-02-26 09:55:42 main:574] : INFO : Epoch 1777 | loss: 0.0311947 | val_loss: 0.0312046 | Time: 1976.6 ms [2022-02-26 09:55:45 main:574] : INFO : Epoch 1778 | loss: 0.0311958 | val_loss: 0.0312057 | Time: 2904.87 ms [2022-02-26 09:55:48 main:574] : INFO : Epoch 1779 | loss: 0.0311969 | val_loss: 0.031216 | Time: 2156.41 ms [2022-02-26 09:55:50 main:574] : INFO : Epoch 1780 | loss: 0.0312058 | val_loss: 0.0312116 | Time: 2674.62 ms [2022-02-26 09:55:52 main:574] : INFO : Epoch 1781 | loss: 0.0312043 | val_loss: 0.0312089 | Time: 2010.05 ms [2022-02-26 09:55:54 main:574] : INFO : Epoch 1782 | loss: 0.0312021 | val_loss: 0.0312122 | Time: 2044.39 ms [2022-02-26 09:55:56 main:574] : INFO : Epoch 1783 | loss: 0.0312018 | val_loss: 0.0312082 | Time: 1892.88 ms [2022-02-26 09:55:58 main:574] : INFO : Epoch 1784 | loss: 0.0311994 | val_loss: 0.0312066 | Time: 2044.67 ms [2022-02-26 09:56:03 main:574] : INFO : Epoch 1785 | loss: 0.0311996 | val_loss: 0.0312086 | Time: 1956.16 ms [2022-02-26 09:56:06 main:574] : INFO : Epoch 1786 | loss: 0.031199 | val_loss: 0.0312066 | Time: 2064.39 ms [2022-02-26 09:56:09 main:574] : INFO : Epoch 1787 | loss: 0.0311982 | val_loss: 0.0312069 | Time: 2452.1 ms [2022-02-26 09:56:11 main:574] : INFO : Epoch 1788 | loss: 0.0311984 | val_loss: 0.031208 | Time: 2149.9 ms [2022-02-26 09:56:14 main:574] : INFO : Epoch 1789 | loss: 0.0311979 | val_loss: 0.0312062 | Time: 2111.95 ms [2022-02-26 09:56:16 main:574] : INFO : Epoch 1790 | loss: 0.0311982 | val_loss: 0.0312116 | Time: 2385.23 ms [2022-02-26 09:56:18 main:574] : INFO : Epoch 1791 | loss: 0.0311986 | val_loss: 0.0312081 | Time: 2006.2 ms [2022-02-26 09:56:20 main:574] : INFO : Epoch 1792 | loss: 0.0312007 | val_loss: 0.0312091 | Time: 2338.85 ms [2022-02-26 09:56:22 main:574] : INFO : Epoch 1793 | loss: 0.0311988 | val_loss: 0.0312101 | Time: 1981.47 ms [2022-02-26 09:56:25 main:574] : INFO : Epoch 1794 | loss: 0.0311971 | val_loss: 0.0312056 | Time: 3124.17 ms [2022-02-26 09:56:28 main:574] : INFO : Epoch 1795 | loss: 0.031197 | val_loss: 0.0312098 | Time: 2093.87 ms [2022-02-26 09:56:30 main:574] : INFO : Epoch 1796 | loss: 0.0311964 | val_loss: 0.0312064 | Time: 2069.7 ms [2022-02-26 09:56:32 main:574] : INFO : Epoch 1797 | loss: 0.0311954 | val_loss: 0.0312047 | Time: 2005.33 ms [2022-02-26 09:56:34 main:574] : INFO : Epoch 1798 | loss: 0.0311952 | val_loss: 0.0312048 | Time: 2062.88 ms [2022-02-26 09:56:36 main:574] : INFO : Epoch 1799 | loss: 0.0311948 | val_loss: 0.0312059 | Time: 2089.09 ms [2022-02-26 09:56:38 main:574] : INFO : Epoch 1800 | loss: 0.0311959 | val_loss: 0.0312079 | Time: 2228.45 ms [2022-02-26 09:56:40 main:574] : INFO : Epoch 1801 | loss: 0.031196 | val_loss: 0.0312066 | Time: 1962.4 ms [2022-02-26 09:56:42 main:574] : INFO : Epoch 1802 | loss: 0.0311966 | val_loss: 0.0312106 | Time: 1973.46 ms [2022-02-26 09:56:44 main:574] : INFO : Epoch 1803 | loss: 0.0311965 | val_loss: 0.0312062 | Time: 1912.2 ms [2022-02-26 09:56:46 main:574] : INFO : Epoch 1804 | loss: 0.0311971 | val_loss: 0.0312084 | Time: 1966.22 ms [2022-02-26 09:56:48 main:574] : INFO : Epoch 1805 | loss: 0.0311972 | val_loss: 0.0312049 | Time: 1958.59 ms [2022-02-26 09:56:50 main:574] : INFO : Epoch 1806 | loss: 0.0311955 | val_loss: 0.0312071 | Time: 2171.41 ms [2022-02-26 09:56:52 main:574] : INFO : Epoch 1807 | loss: 0.0311961 | val_loss: 0.0312054 | Time: 2109.85 ms [2022-02-26 09:56:55 main:574] : INFO : Epoch 1808 | loss: 0.0311964 | val_loss: 0.0312052 | Time: 2371.06 ms [2022-02-26 09:56:58 main:574] : INFO : Epoch 1809 | loss: 0.0311965 | val_loss: 0.0312052 | Time: 2401.02 ms [2022-02-26 09:57:00 main:574] : INFO : Epoch 1810 | loss: 0.0311966 | val_loss: 0.0312093 | Time: 2004.93 ms [2022-02-26 09:57:02 main:574] : INFO : Epoch 1811 | loss: 0.031197 | val_loss: 0.0312145 | Time: 2399.44 ms [2022-02-26 09:57:04 main:574] : INFO : Epoch 1812 | loss: 0.0311966 | val_loss: 0.0312053 | Time: 2006.88 ms [2022-02-26 09:57:06 main:574] : INFO : Epoch 1813 | loss: 0.0311944 | val_loss: 0.031206 | Time: 1968.81 ms [2022-02-26 09:57:08 main:574] : INFO : Epoch 1814 | loss: 0.0311947 | val_loss: 0.0312039 | Time: 2027.3 ms [2022-02-26 09:57:10 main:574] : INFO : Epoch 1815 | loss: 0.0311938 | val_loss: 0.0312045 | Time: 1990.56 ms [2022-02-26 09:57:13 main:574] : INFO : Epoch 1816 | loss: 0.0311931 | val_loss: 0.0312033 | Time: 2297.97 ms [2022-02-26 09:57:15 main:574] : INFO : Epoch 1817 | loss: 0.0311929 | val_loss: 0.0312037 | Time: 2506.58 ms [2022-02-26 09:57:17 main:574] : INFO : Epoch 1818 | loss: 0.0311932 | val_loss: 0.0312045 | Time: 2249.8 ms [2022-02-26 09:57:19 main:574] : INFO : Epoch 1819 | loss: 0.0311932 | val_loss: 0.0312033 | Time: 2010.35 ms [2022-02-26 09:57:22 main:574] : INFO : Epoch 1820 | loss: 0.0311932 | val_loss: 0.0312046 | Time: 2104.41 ms [2022-02-26 09:57:24 main:574] : INFO : Epoch 1821 | loss: 0.0311946 | val_loss: 0.0312042 | Time: 2059.82 ms [2022-02-26 09:57:26 main:574] : INFO : Epoch 1822 | loss: 0.0311944 | val_loss: 0.0312046 | Time: 2066.46 ms [2022-02-26 09:57:28 main:574] : INFO : Epoch 1823 | loss: 0.0311961 | val_loss: 0.0312048 | Time: 2085.29 ms [2022-02-26 09:57:30 main:574] : INFO : Epoch 1824 | loss: 0.0311954 | val_loss: 0.031207 | Time: 2333.22 ms [2022-02-26 09:57:32 main:574] : INFO : Epoch 1825 | loss: 0.0311941 | val_loss: 0.0312042 | Time: 2195.75 ms [2022-02-26 09:57:35 main:574] : INFO : Epoch 1826 | loss: 0.0311931 | val_loss: 0.0312039 | Time: 2125.12 ms [2022-02-26 09:57:37 main:574] : INFO : Epoch 1827 | loss: 0.031193 | val_loss: 0.0312046 | Time: 2049.91 ms [2022-02-26 09:57:39 main:574] : INFO : Epoch 1828 | loss: 0.0311934 | val_loss: 0.0312061 | Time: 1934.3 ms [2022-02-26 09:57:41 main:574] : INFO : Epoch 1829 | loss: 0.0311942 | val_loss: 0.0312044 | Time: 2056.45 ms [2022-02-26 09:57:43 main:574] : INFO : Epoch 1830 | loss: 0.0311952 | val_loss: 0.0312076 | Time: 2034.03 ms [2022-02-26 09:57:45 main:574] : INFO : Epoch 1831 | loss: 0.0311941 | val_loss: 0.0312043 | Time: 2111.62 ms [2022-02-26 09:57:48 main:574] : INFO : Epoch 1832 | loss: 0.0311934 | val_loss: 0.0312063 | Time: 2625.73 ms [2022-02-26 09:57:50 main:574] : INFO : Epoch 1833 | loss: 0.0311942 | val_loss: 0.0312071 | Time: 1979.95 ms [2022-02-26 09:57:52 main:574] : INFO : Epoch 1834 | loss: 0.0311954 | val_loss: 0.0312074 | Time: 2174.67 ms [2022-02-26 09:57:54 main:574] : INFO : Epoch 1835 | loss: 0.0311956 | val_loss: 0.0312049 | Time: 2092.99 ms [2022-02-26 09:57:56 main:574] : INFO : Epoch 1836 | loss: 0.0311953 | val_loss: 0.0312047 | Time: 2183.73 ms [2022-02-26 09:57:58 main:574] : INFO : Epoch 1837 | loss: 0.0311942 | val_loss: 0.0312044 | Time: 2323.08 ms [2022-02-26 09:58:00 main:574] : INFO : Epoch 1838 | loss: 0.0311958 | val_loss: 0.0312067 | Time: 1951.74 ms [2022-02-26 09:58:03 main:574] : INFO : Epoch 1839 | loss: 0.0311964 | val_loss: 0.0312054 | Time: 2034.62 ms [2022-02-26 09:58:05 main:574] : INFO : Epoch 1840 | loss: 0.031195 | val_loss: 0.0312054 | Time: 2356.09 ms [2022-02-26 09:58:07 main:574] : INFO : Epoch 1841 | loss: 0.0311938 | val_loss: 0.0312031 | Time: 2054.89 ms [2022-02-26 09:58:09 main:574] : INFO : Epoch 1842 | loss: 0.0311986 | val_loss: 0.0312068 | Time: 2209.54 ms [2022-02-26 09:58:11 main:574] : INFO : Epoch 1843 | loss: 0.0311952 | val_loss: 0.0312047 | Time: 1979.08 ms [2022-02-26 09:58:13 main:574] : INFO : Epoch 1844 | loss: 0.0311947 | val_loss: 0.0312037 | Time: 2011.06 ms [2022-02-26 09:58:15 main:574] : INFO : Epoch 1845 | loss: 0.0311936 | val_loss: 0.0312053 | Time: 2082.5 ms [2022-02-26 09:58:17 main:574] : INFO : Epoch 1846 | loss: 0.0311931 | val_loss: 0.0312045 | Time: 1962.21 ms [2022-02-26 09:58:20 main:574] : INFO : Epoch 1847 | loss: 0.0311935 | val_loss: 0.0312063 | Time: 2323.72 ms [2022-02-26 09:58:22 main:574] : INFO : Epoch 1848 | loss: 0.0311945 | val_loss: 0.0312043 | Time: 2072.25 ms [2022-02-26 09:58:24 main:574] : INFO : Epoch 1849 | loss: 0.0311942 | val_loss: 0.0312045 | Time: 2500.93 ms [2022-02-26 09:58:28 main:574] : INFO : Epoch 1850 | loss: 0.0311931 | val_loss: 0.0312031 | Time: 2038.1 ms [2022-02-26 09:58:30 main:574] : INFO : Epoch 1851 | loss: 0.031193 | val_loss: 0.031204 | Time: 1901.36 ms [2022-02-26 09:58:32 main:574] : INFO : Epoch 1852 | loss: 0.0311949 | val_loss: 0.0312048 | Time: 2100.59 ms [2022-02-26 09:58:35 main:574] : INFO : Epoch 1853 | loss: 0.0311953 | val_loss: 0.031203 | Time: 3191.39 ms [2022-02-26 09:58:38 main:574] : INFO : Epoch 1854 | loss: 0.0311959 | val_loss: 0.0312063 | Time: 2795 ms [2022-02-26 09:58:40 main:574] : INFO : Epoch 1855 | loss: 0.0311975 | val_loss: 0.0312041 | Time: 2424.13 ms [2022-02-26 09:58:42 main:574] : INFO : Epoch 1856 | loss: 0.0311955 | val_loss: 0.0312025 | Time: 1979.22 ms [2022-02-26 09:58:45 main:574] : INFO : Epoch 1857 | loss: 0.0311951 | val_loss: 0.0312025 | Time: 2162.93 ms [2022-02-26 09:58:47 main:574] : INFO : Epoch 1858 | loss: 0.0311935 | val_loss: 0.0312026 | Time: 2094.9 ms [2022-02-26 09:58:49 main:574] : INFO : Epoch 1859 | loss: 0.0311925 | val_loss: 0.0312046 | Time: 2423.97 ms [2022-02-26 09:58:51 main:574] : INFO : Epoch 1860 | loss: 0.0311933 | val_loss: 0.0312034 | Time: 2288.84 ms [2022-02-26 09:58:53 main:574] : INFO : Epoch 1861 | loss: 0.0311918 | val_loss: 0.0312018 | Time: 2000.73 ms [2022-02-26 09:58:56 main:574] : INFO : Epoch 1862 | loss: 0.0311928 | val_loss: 0.0312086 | Time: 2248.35 ms [2022-02-26 09:58:58 main:574] : INFO : Epoch 1863 | loss: 0.0311971 | val_loss: 0.031206 | Time: 2023.28 ms [2022-02-26 09:59:00 main:574] : INFO : Epoch 1864 | loss: 0.0311938 | val_loss: 0.0312026 | Time: 2245.08 ms [2022-02-26 09:59:03 main:574] : INFO : Epoch 1865 | loss: 0.0311941 | val_loss: 0.0312013 | Time: 2360.86 ms [2022-02-26 09:59:05 main:574] : INFO : Epoch 1866 | loss: 0.0311932 | val_loss: 0.0312016 | Time: 1969.04 ms [2022-02-26 09:59:07 main:574] : INFO : Epoch 1867 | loss: 0.0311921 | val_loss: 0.0312026 | Time: 1969.36 ms [2022-02-26 09:59:09 main:574] : INFO : Epoch 1868 | loss: 0.0311931 | val_loss: 0.0312012 | Time: 2125.93 ms [2022-02-26 09:59:11 main:574] : INFO : Epoch 1869 | loss: 0.0311948 | val_loss: 0.0312025 | Time: 2190.18 ms [2022-02-26 09:59:13 main:574] : INFO : Epoch 1870 | loss: 0.0311957 | val_loss: 0.0312036 | Time: 2345.77 ms [2022-02-26 09:59:17 main:574] : INFO : Epoch 1871 | loss: 0.031195 | val_loss: 0.0312034 | Time: 2118.58 ms [2022-02-26 09:59:19 main:574] : INFO : Epoch 1872 | loss: 0.0311939 | val_loss: 0.0312018 | Time: 1976.92 ms [2022-02-26 09:59:21 main:574] : INFO : Epoch 1873 | loss: 0.0311947 | val_loss: 0.031203 | Time: 2057.17 ms [2022-02-26 09:59:23 main:574] : INFO : Epoch 1874 | loss: 0.0311952 | val_loss: 0.0312023 | Time: 2394.36 ms [2022-02-26 09:59:25 main:574] : INFO : Epoch 1875 | loss: 0.0311931 | val_loss: 0.0312031 | Time: 2111.13 ms [2022-02-26 09:59:28 main:574] : INFO : Epoch 1876 | loss: 0.0312019 | val_loss: 0.0312046 | Time: 2302.43 ms [2022-02-26 09:59:30 main:574] : INFO : Epoch 1877 | loss: 0.0311943 | val_loss: 0.0312001 | Time: 2050.2 ms [2022-02-26 09:59:32 main:574] : INFO : Epoch 1878 | loss: 0.0311943 | val_loss: 0.0311984 | Time: 2100.14 ms [2022-02-26 09:59:35 main:574] : INFO : Epoch 1879 | loss: 0.031194 | val_loss: 0.031201 | Time: 2289.5 ms [2022-02-26 09:59:37 main:574] : INFO : Epoch 1880 | loss: 0.0311936 | val_loss: 0.0311989 | Time: 2036.47 ms [2022-02-26 09:59:39 main:574] : INFO : Epoch 1881 | loss: 0.0311924 | val_loss: 0.0311994 | Time: 1949.04 ms [2022-02-26 09:59:41 main:574] : INFO : Epoch 1882 | loss: 0.0311968 | val_loss: 0.0312047 | Time: 2038 ms [2022-02-26 09:59:43 main:574] : INFO : Epoch 1883 | loss: 0.031193 | val_loss: 0.0312003 | Time: 2233 ms [2022-02-26 09:59:45 main:574] : INFO : Epoch 1884 | loss: 0.0311913 | val_loss: 0.0311999 | Time: 1977.25 ms [2022-02-26 09:59:48 main:574] : INFO : Epoch 1885 | loss: 0.0311943 | val_loss: 0.031203 | Time: 2150.17 ms [2022-02-26 09:59:50 main:574] : INFO : Epoch 1886 | loss: 0.0311925 | val_loss: 0.0311989 | Time: 1985.74 ms [2022-02-26 09:59:52 main:574] : INFO : Epoch 1887 | loss: 0.0311925 | val_loss: 0.0312031 | Time: 2010.21 ms [2022-02-26 09:59:54 main:574] : INFO : Epoch 1888 | loss: 0.0311929 | val_loss: 0.0312006 | Time: 2119.16 ms [2022-02-26 09:59:56 main:574] : INFO : Epoch 1889 | loss: 0.0311914 | val_loss: 0.0312018 | Time: 2379.5 ms [2022-02-26 09:59:58 main:574] : INFO : Epoch 1890 | loss: 0.0311933 | val_loss: 0.0312006 | Time: 2193.18 ms [2022-02-26 10:00:00 main:574] : INFO : Epoch 1891 | loss: 0.031193 | val_loss: 0.0312008 | Time: 1959.25 ms [2022-02-26 10:00:02 main:574] : INFO : Epoch 1892 | loss: 0.0311944 | val_loss: 0.031203 | Time: 2051.11 ms [2022-02-26 10:00:05 main:574] : INFO : Epoch 1893 | loss: 0.031192 | val_loss: 0.0312002 | Time: 2039.75 ms [2022-02-26 10:00:07 main:574] : INFO : Epoch 1894 | loss: 0.0311916 | val_loss: 0.0312031 | Time: 1963.67 ms [2022-02-26 10:00:09 main:574] : INFO : Epoch 1895 | loss: 0.0311926 | val_loss: 0.0312004 | Time: 2032.3 ms [2022-02-26 10:00:11 main:574] : INFO : Epoch 1896 | loss: 0.0311944 | val_loss: 0.0312017 | Time: 2001.84 ms [2022-02-26 10:00:13 main:574] : INFO : Epoch 1897 | loss: 0.0311925 | val_loss: 0.031201 | Time: 2258.89 ms [2022-02-26 10:00:15 main:574] : INFO : Epoch 1898 | loss: 0.031192 | val_loss: 0.0312043 | Time: 1950.83 ms [2022-02-26 10:00:17 main:574] : INFO : Epoch 1899 | loss: 0.0311952 | val_loss: 0.0312041 | Time: 1925.6 ms [2022-02-26 10:00:19 main:574] : INFO : Epoch 1900 | loss: 0.0311967 | val_loss: 0.031202 | Time: 2170.15 ms [2022-02-26 10:00:21 main:574] : INFO : Epoch 1901 | loss: 0.0311935 | val_loss: 0.0312058 | Time: 2196.46 ms [2022-02-26 10:00:23 main:574] : INFO : Epoch 1902 | loss: 0.0311945 | val_loss: 0.0312009 | Time: 2107.86 ms [2022-02-26 10:00:25 main:574] : INFO : Epoch 1903 | loss: 0.0311921 | val_loss: 0.031206 | Time: 1998.48 ms [2022-02-26 10:00:27 main:574] : INFO : Epoch 1904 | loss: 0.0311939 | val_loss: 0.0312012 | Time: 2066.39 ms [2022-02-26 10:00:29 main:574] : INFO : Epoch 1905 | loss: 0.0311915 | val_loss: 0.0312026 | Time: 1968.86 ms [2022-02-26 10:00:32 main:574] : INFO : Epoch 1906 | loss: 0.0311918 | val_loss: 0.0312015 | Time: 2109.01 ms [2022-02-26 10:00:34 main:574] : INFO : Epoch 1907 | loss: 0.0311912 | val_loss: 0.0312028 | Time: 2069.97 ms [2022-02-26 10:00:36 main:574] : INFO : Epoch 1908 | loss: 0.0311937 | val_loss: 0.0312058 | Time: 2706.97 ms [2022-02-26 10:00:39 main:574] : INFO : Epoch 1909 | loss: 0.0311935 | val_loss: 0.0312022 | Time: 2610.81 ms [2022-02-26 10:00:42 main:574] : INFO : Epoch 1910 | loss: 0.0311906 | val_loss: 0.0312015 | Time: 3327.13 ms [2022-02-26 10:00:45 main:574] : INFO : Epoch 1911 | loss: 0.0311902 | val_loss: 0.0312029 | Time: 2155.07 ms [2022-02-26 10:00:47 main:574] : INFO : Epoch 1912 | loss: 0.0311892 | val_loss: 0.0312024 | Time: 2031.33 ms [2022-02-26 10:00:50 main:574] : INFO : Epoch 1913 | loss: 0.0311896 | val_loss: 0.0312021 | Time: 3315.74 ms [2022-02-26 10:00:53 main:574] : INFO : Epoch 1914 | loss: 0.031191 | val_loss: 0.0312033 | Time: 2637.7 ms [2022-02-26 10:00:55 main:574] : INFO : Epoch 1915 | loss: 0.031193 | val_loss: 0.0312043 | Time: 2076.22 ms [2022-02-26 10:00:57 main:574] : INFO : Epoch 1916 | loss: 0.031193 | val_loss: 0.0312036 | Time: 2143.55 ms [2022-02-26 10:01:01 main:574] : INFO : Epoch 1917 | loss: 0.0311913 | val_loss: 0.031201 | Time: 2059.73 ms [2022-02-26 10:01:06 main:574] : INFO : Epoch 1918 | loss: 0.0311925 | val_loss: 0.0312015 | Time: 2142.21 ms [2022-02-26 10:01:08 main:574] : INFO : Epoch 1919 | loss: 0.0311909 | val_loss: 0.0312016 | Time: 1950.66 ms [2022-02-26 10:01:10 main:574] : INFO : Epoch 1920 | loss: 0.0311905 | val_loss: 0.031201 | Time: 1975.68 ms [2022-02-26 10:01:12 main:574] : INFO : Epoch 1921 | loss: 0.0311907 | val_loss: 0.0311988 | Time: 2101.63 ms [2022-02-26 10:01:14 main:574] : INFO : Epoch 1922 | loss: 0.0311899 | val_loss: 0.0311989 | Time: 2315.78 ms [2022-02-26 10:01:17 main:574] : INFO : Epoch 1923 | loss: 0.0311889 | val_loss: 0.0312005 | Time: 2244.47 ms [2022-02-26 10:01:19 main:574] : INFO : Epoch 1924 | loss: 0.0311907 | val_loss: 0.0312003 | Time: 2812.23 ms [2022-02-26 10:01:22 main:574] : INFO : Epoch 1925 | loss: 0.0311895 | val_loss: 0.0312003 | Time: 2080.05 ms [2022-02-26 10:01:24 main:574] : INFO : Epoch 1926 | loss: 0.0311883 | val_loss: 0.0311996 | Time: 2137.87 ms [2022-02-26 10:01:26 main:574] : INFO : Epoch 1927 | loss: 0.0311889 | val_loss: 0.0312022 | Time: 2264.9 ms [2022-02-26 10:01:28 main:574] : INFO : Epoch 1928 | loss: 0.0311912 | val_loss: 0.0312028 | Time: 2046.91 ms [2022-02-26 10:01:33 main:574] : INFO : Epoch 1929 | loss: 0.0311891 | val_loss: 0.0312028 | Time: 2649.38 ms [2022-02-26 10:01:35 main:574] : INFO : Epoch 1930 | loss: 0.0311904 | val_loss: 0.031202 | Time: 2084.28 ms [2022-02-26 10:01:37 main:574] : INFO : Epoch 1931 | loss: 0.0311906 | val_loss: 0.0312038 | Time: 2120.25 ms [2022-02-26 10:01:39 main:574] : INFO : Epoch 1932 | loss: 0.0311896 | val_loss: 0.0312039 | Time: 2166.38 ms [2022-02-26 10:01:42 main:574] : INFO : Epoch 1933 | loss: 0.0311895 | val_loss: 0.0312007 | Time: 2300.41 ms [2022-02-26 10:01:44 main:574] : INFO : Epoch 1934 | loss: 0.0311899 | val_loss: 0.0311995 | Time: 2029.51 ms [2022-02-26 10:01:46 main:574] : INFO : Epoch 1935 | loss: 0.0311922 | val_loss: 0.0312011 | Time: 2213.05 ms [2022-02-26 10:01:48 main:574] : INFO : Epoch 1936 | loss: 0.0311919 | val_loss: 0.0312017 | Time: 2261.97 ms [2022-02-26 10:01:51 main:574] : INFO : Epoch 1937 | loss: 0.031193 | val_loss: 0.0312029 | Time: 2002.73 ms [2022-02-26 10:01:54 main:574] : INFO : Epoch 1938 | loss: 0.0311941 | val_loss: 0.031204 | Time: 2379.14 ms [2022-02-26 10:01:56 main:574] : INFO : Epoch 1939 | loss: 0.0311921 | val_loss: 0.0311999 | Time: 2200.98 ms [2022-02-26 10:01:58 main:574] : INFO : Epoch 1940 | loss: 0.0311902 | val_loss: 0.031198 | Time: 2105.78 ms [2022-02-26 10:02:00 main:574] : INFO : Epoch 1941 | loss: 0.0311898 | val_loss: 0.0311981 | Time: 2166.75 ms [2022-02-26 10:02:02 main:574] : INFO : Epoch 1942 | loss: 0.0311885 | val_loss: 0.0311983 | Time: 2261.04 ms [2022-02-26 10:02:06 main:574] : INFO : Epoch 1943 | loss: 0.0311889 | val_loss: 0.0311994 | Time: 2022.04 ms [2022-02-26 10:02:08 main:574] : INFO : Epoch 1944 | loss: 0.0311916 | val_loss: 0.0312018 | Time: 2041.56 ms [2022-02-26 10:02:11 main:574] : INFO : Epoch 1945 | loss: 0.0311903 | val_loss: 0.031204 | Time: 2390.84 ms [2022-02-26 10:02:13 main:574] : INFO : Epoch 1946 | loss: 0.0311904 | val_loss: 0.0311994 | Time: 2040.18 ms [2022-02-26 10:02:15 main:574] : INFO : Epoch 1947 | loss: 0.03119 | val_loss: 0.0311993 | Time: 2053.42 ms [2022-02-26 10:02:17 main:574] : INFO : Epoch 1948 | loss: 0.0311892 | val_loss: 0.0312006 | Time: 2050.59 ms [2022-02-26 10:02:19 main:574] : INFO : Epoch 1949 | loss: 0.0311889 | val_loss: 0.0312009 | Time: 1996.76 ms [2022-02-26 10:02:21 main:574] : INFO : Epoch 1950 | loss: 0.0311888 | val_loss: 0.0311998 | Time: 2055.94 ms [2022-02-26 10:02:23 main:574] : INFO : Epoch 1951 | loss: 0.0311904 | val_loss: 0.0312034 | Time: 1987.69 ms [2022-02-26 10:02:25 main:574] : INFO : Epoch 1952 | loss: 0.0311911 | val_loss: 0.0312004 | Time: 2092.78 ms [2022-02-26 10:02:27 main:574] : INFO : Epoch 1953 | loss: 0.0311895 | val_loss: 0.0311995 | Time: 1998.57 ms [2022-02-26 10:02:29 main:574] : INFO : Epoch 1954 | loss: 0.0311887 | val_loss: 0.0311999 | Time: 1929.08 ms [2022-02-26 10:02:31 main:574] : INFO : Epoch 1955 | loss: 0.0311889 | val_loss: 0.0312042 | Time: 2055.16 ms [2022-02-26 10:02:33 main:574] : INFO : Epoch 1956 | loss: 0.0311885 | val_loss: 0.0311989 | Time: 2080.82 ms [2022-02-26 10:02:35 main:574] : INFO : Epoch 1957 | loss: 0.0311892 | val_loss: 0.0312003 | Time: 2281.51 ms [2022-02-26 10:02:38 main:574] : INFO : Epoch 1958 | loss: 0.0311881 | val_loss: 0.031202 | Time: 2346.84 ms [2022-02-26 10:02:40 main:574] : INFO : Epoch 1959 | loss: 0.0311919 | val_loss: 0.0312011 | Time: 2019.38 ms [2022-02-26 10:02:42 main:574] : INFO : Epoch 1960 | loss: 0.0311902 | val_loss: 0.0312013 | Time: 2077.19 ms [2022-02-26 10:02:44 main:574] : INFO : Epoch 1961 | loss: 0.0311898 | val_loss: 0.0312005 | Time: 2306.46 ms [2022-02-26 10:02:47 main:574] : INFO : Epoch 1962 | loss: 0.031189 | val_loss: 0.0312036 | Time: 2407.79 ms [2022-02-26 10:02:49 main:574] : INFO : Epoch 1963 | loss: 0.0311888 | val_loss: 0.0311988 | Time: 2045.08 ms [2022-02-26 10:02:51 main:574] : INFO : Epoch 1964 | loss: 0.0311885 | val_loss: 0.0311983 | Time: 1932.95 ms [2022-02-26 10:02:53 main:574] : INFO : Epoch 1965 | loss: 0.0311923 | val_loss: 0.0312052 | Time: 1984.01 ms [2022-02-26 10:02:55 main:574] : INFO : Epoch 1966 | loss: 0.0311926 | val_loss: 0.0311996 | Time: 2281.78 ms [2022-02-26 10:02:57 main:574] : INFO : Epoch 1967 | loss: 0.0311905 | val_loss: 0.0312 | Time: 2113.49 ms [2022-02-26 10:02:59 main:574] : INFO : Epoch 1968 | loss: 0.0311907 | val_loss: 0.0312039 | Time: 2206.74 ms [2022-02-26 10:03:02 main:574] : INFO : Epoch 1969 | loss: 0.0311932 | val_loss: 0.031204 | Time: 1958.41 ms [2022-02-26 10:03:04 main:574] : INFO : Epoch 1970 | loss: 0.0311902 | val_loss: 0.0312006 | Time: 1968.02 ms [2022-02-26 10:03:06 main:574] : INFO : Epoch 1971 | loss: 0.0311884 | val_loss: 0.0312012 | Time: 1983.39 ms [2022-02-26 10:03:08 main:574] : INFO : Epoch 1972 | loss: 0.0311877 | val_loss: 0.0312002 | Time: 2056.9 ms [2022-02-26 10:03:10 main:574] : INFO : Epoch 1973 | loss: 0.0311882 | val_loss: 0.0312023 | Time: 2131.8 ms [2022-02-26 10:03:12 main:574] : INFO : Epoch 1974 | loss: 0.0311898 | val_loss: 0.0312061 | Time: 2029.03 ms [2022-02-26 10:03:15 main:574] : INFO : Epoch 1975 | loss: 0.0311889 | val_loss: 0.0312004 | Time: 2246.85 ms [2022-02-26 10:03:17 main:574] : INFO : Epoch 1976 | loss: 0.0311878 | val_loss: 0.0312004 | Time: 2173.4 ms [2022-02-26 10:03:19 main:574] : INFO : Epoch 1977 | loss: 0.0311867 | val_loss: 0.0312006 | Time: 2000.25 ms [2022-02-26 10:03:21 main:574] : INFO : Epoch 1978 | loss: 0.0311883 | val_loss: 0.0312043 | Time: 1981.33 ms [2022-02-26 10:03:23 main:574] : INFO : Epoch 1979 | loss: 0.0311887 | val_loss: 0.0311988 | Time: 2045.52 ms [2022-02-26 10:03:25 main:574] : INFO : Epoch 1980 | loss: 0.0311864 | val_loss: 0.0311995 | Time: 2307.73 ms [2022-02-26 10:03:27 main:574] : INFO : Epoch 1981 | loss: 0.0311893 | val_loss: 0.0312006 | Time: 2240.96 ms [2022-02-26 10:03:31 main:574] : INFO : Epoch 1982 | loss: 0.0311873 | val_loss: 0.0311996 | Time: 2081.79 ms [2022-02-26 10:03:33 main:574] : INFO : Epoch 1983 | loss: 0.0311888 | val_loss: 0.0311993 | Time: 2016.61 ms [2022-02-26 10:03:35 main:574] : INFO : Epoch 1984 | loss: 0.0311872 | val_loss: 0.0312009 | Time: 2138.04 ms [2022-02-26 10:03:37 main:574] : INFO : Epoch 1985 | loss: 0.0311944 | val_loss: 0.0312098 | Time: 1983.36 ms [2022-02-26 10:03:40 main:574] : INFO : Epoch 1986 | loss: 0.0311926 | val_loss: 0.0312064 | Time: 2198.01 ms [2022-02-26 10:03:42 main:574] : INFO : Epoch 1987 | loss: 0.0311913 | val_loss: 0.0312028 | Time: 2450.91 ms [2022-02-26 10:03:44 main:574] : INFO : Epoch 1988 | loss: 0.031191 | val_loss: 0.0312013 | Time: 2044.55 ms [2022-02-26 10:03:47 main:574] : INFO : Epoch 1989 | loss: 0.0311898 | val_loss: 0.0311994 | Time: 2408.95 ms [2022-02-26 10:03:50 main:574] : INFO : Epoch 1990 | loss: 0.0311895 | val_loss: 0.0311994 | Time: 2700.08 ms [2022-02-26 10:03:52 main:574] : INFO : Epoch 1991 | loss: 0.0311882 | val_loss: 0.0311989 | Time: 2326.92 ms [2022-02-26 10:03:56 main:574] : INFO : Epoch 1992 | loss: 0.0311881 | val_loss: 0.0312011 | Time: 2123.45 ms [2022-02-26 10:03:59 main:574] : INFO : Epoch 1993 | loss: 0.0311897 | val_loss: 0.0312093 | Time: 2121.13 ms [2022-02-26 10:04:01 main:574] : INFO : Epoch 1994 | loss: 0.0311928 | val_loss: 0.0311965 | Time: 2092.89 ms [2022-02-26 10:04:03 main:574] : INFO : Epoch 1995 | loss: 0.0311916 | val_loss: 0.0311959 | Time: 1921.08 ms [2022-02-26 10:04:05 main:574] : INFO : Epoch 1996 | loss: 0.0311905 | val_loss: 0.0311966 | Time: 2291.14 ms [2022-02-26 10:04:07 main:574] : INFO : Epoch 1997 | loss: 0.0311899 | val_loss: 0.0311968 | Time: 2026.42 ms [2022-02-26 10:04:09 main:574] : INFO : Epoch 1998 | loss: 0.0311891 | val_loss: 0.0311969 | Time: 2277.8 ms [2022-02-26 10:04:11 main:574] : INFO : Epoch 1999 | loss: 0.0311904 | val_loss: 0.0311983 | Time: 1994.98 ms [2022-02-26 10:04:13 main:574] : INFO : Epoch 2000 | loss: 0.0311888 | val_loss: 0.0311975 | Time: 2124.53 ms [2022-02-26 10:04:15 main:574] : INFO : Epoch 2001 | loss: 0.0311933 | val_loss: 0.0311986 | Time: 1949.18 ms [2022-02-26 10:04:18 main:574] : INFO : Epoch 2002 | loss: 0.0311923 | val_loss: 0.0312002 | Time: 2065.81 ms [2022-02-26 10:04:20 main:574] : INFO : Epoch 2003 | loss: 0.0311891 | val_loss: 0.0311964 | Time: 2021.82 ms [2022-02-26 10:04:22 main:574] : INFO : Epoch 2004 | loss: 0.0311904 | val_loss: 0.0311985 | Time: 2453 ms [2022-02-26 10:04:25 main:574] : INFO : Epoch 2005 | loss: 0.0311927 | val_loss: 0.0312001 | Time: 2359.93 ms [2022-02-26 10:04:27 main:574] : INFO : Epoch 2006 | loss: 0.0311909 | val_loss: 0.0311956 | Time: 2181.64 ms [2022-02-26 10:04:29 main:574] : INFO : Epoch 2007 | loss: 0.0311891 | val_loss: 0.0311961 | Time: 2210.72 ms [2022-02-26 10:04:31 main:574] : INFO : Epoch 2008 | loss: 0.0311905 | val_loss: 0.0311953 | Time: 2120.2 ms [2022-02-26 10:04:33 main:574] : INFO : Epoch 2009 | loss: 0.0311881 | val_loss: 0.0311945 | Time: 2074.8 ms [2022-02-26 10:04:35 main:574] : INFO : Epoch 2010 | loss: 0.0311876 | val_loss: 0.0311952 | Time: 1959.84 ms [2022-02-26 10:04:37 main:574] : INFO : Epoch 2011 | loss: 0.0311864 | val_loss: 0.0311957 | Time: 2140.74 ms [2022-02-26 10:04:40 main:574] : INFO : Epoch 2012 | loss: 0.031187 | val_loss: 0.031196 | Time: 2058.94 ms [2022-02-26 10:04:42 main:574] : INFO : Epoch 2013 | loss: 0.0311887 | val_loss: 0.0311963 | Time: 2238.49 ms [2022-02-26 10:04:44 main:574] : INFO : Epoch 2014 | loss: 0.0311862 | val_loss: 0.0311979 | Time: 2176.43 ms [2022-02-26 10:04:46 main:574] : INFO : Epoch 2015 | loss: 0.031187 | val_loss: 0.0311958 | Time: 2007.28 ms [2022-02-26 10:04:48 main:574] : INFO : Epoch 2016 | loss: 0.0311876 | val_loss: 0.0311969 | Time: 1953.63 ms [2022-02-26 10:04:50 main:574] : INFO : Epoch 2017 | loss: 0.0311878 | val_loss: 0.0311967 | Time: 2074.76 ms [2022-02-26 10:04:52 main:574] : INFO : Epoch 2018 | loss: 0.0311876 | val_loss: 0.0311955 | Time: 2074.29 ms [2022-02-26 10:04:54 main:574] : INFO : Epoch 2019 | loss: 0.0311867 | val_loss: 0.0311986 | Time: 1905.93 ms [2022-02-26 10:04:56 main:574] : INFO : Epoch 2020 | loss: 0.0311873 | val_loss: 0.0311993 | Time: 2128.14 ms [2022-02-26 10:04:58 main:574] : INFO : Epoch 2021 | loss: 0.031188 | val_loss: 0.031205 | Time: 2137.15 ms [2022-02-26 10:05:01 main:574] : INFO : Epoch 2022 | loss: 0.0311885 | val_loss: 0.0311989 | Time: 2162.71 ms [2022-02-26 10:05:03 main:574] : INFO : Epoch 2023 | loss: 0.0311875 | val_loss: 0.0311978 | Time: 2216.6 ms [2022-02-26 10:05:05 main:574] : INFO : Epoch 2024 | loss: 0.0311897 | val_loss: 0.0311971 | Time: 2144.31 ms [2022-02-26 10:05:07 main:574] : INFO : Epoch 2025 | loss: 0.0311866 | val_loss: 0.0311964 | Time: 2191.44 ms [2022-02-26 10:05:09 main:574] : INFO : Epoch 2026 | loss: 0.0311865 | val_loss: 0.0311981 | Time: 2004.47 ms [2022-02-26 10:05:11 main:574] : INFO : Epoch 2027 | loss: 0.0311866 | val_loss: 0.0311981 | Time: 2032.03 ms [2022-02-26 10:05:13 main:574] : INFO : Epoch 2028 | loss: 0.031186 | val_loss: 0.0311987 | Time: 2022.38 ms [2022-02-26 10:05:16 main:574] : INFO : Epoch 2029 | loss: 0.0311877 | val_loss: 0.0311999 | Time: 2480.69 ms [2022-02-26 10:05:18 main:574] : INFO : Epoch 2030 | loss: 0.0311862 | val_loss: 0.0312002 | Time: 2336.06 ms [2022-02-26 10:05:21 main:574] : INFO : Epoch 2031 | loss: 0.0311894 | val_loss: 0.0311989 | Time: 2264.85 ms [2022-02-26 10:05:22 main:574] : INFO : Epoch 2032 | loss: 0.0311872 | val_loss: 0.0311958 | Time: 1920.71 ms [2022-02-26 10:05:25 main:574] : INFO : Epoch 2033 | loss: 0.0311855 | val_loss: 0.0311962 | Time: 2084.77 ms [2022-02-26 10:05:27 main:574] : INFO : Epoch 2034 | loss: 0.0311864 | val_loss: 0.0311995 | Time: 2055.6 ms [2022-02-26 10:05:29 main:574] : INFO : Epoch 2035 | loss: 0.0311862 | val_loss: 0.0311958 | Time: 1952 ms [2022-02-26 10:05:31 main:574] : INFO : Epoch 2036 | loss: 0.0311861 | val_loss: 0.0311983 | Time: 2274.89 ms [2022-02-26 10:05:33 main:574] : INFO : Epoch 2037 | loss: 0.0311859 | val_loss: 0.0311976 | Time: 2179.77 ms [2022-02-26 10:05:35 main:574] : INFO : Epoch 2038 | loss: 0.0311856 | val_loss: 0.0311985 | Time: 1933.99 ms [2022-02-26 10:05:37 main:574] : INFO : Epoch 2039 | loss: 0.0311858 | val_loss: 0.0311969 | Time: 1966.76 ms [2022-02-26 10:05:39 main:574] : INFO : Epoch 2040 | loss: 0.0311857 | val_loss: 0.0311979 | Time: 2008.86 ms [2022-02-26 10:05:41 main:574] : INFO : Epoch 2041 | loss: 0.0311891 | val_loss: 0.0312041 | Time: 2053.38 ms [2022-02-26 10:05:44 main:574] : INFO : Epoch 2042 | loss: 0.0311883 | val_loss: 0.0311985 | Time: 2134.71 ms [2022-02-26 10:05:46 main:574] : INFO : Epoch 2043 | loss: 0.0311891 | val_loss: 0.0311995 | Time: 2058.8 ms [2022-02-26 10:05:48 main:574] : INFO : Epoch 2044 | loss: 0.0311858 | val_loss: 0.0312025 | Time: 2021.62 ms [2022-02-26 10:05:50 main:574] : INFO : Epoch 2045 | loss: 0.0311846 | val_loss: 0.0311978 | Time: 2105.72 ms [2022-02-26 10:05:52 main:574] : INFO : Epoch 2046 | loss: 0.0311845 | val_loss: 0.0312003 | Time: 2115.37 ms [2022-02-26 10:05:54 main:574] : INFO : Epoch 2047 | loss: 0.0311837 | val_loss: 0.0311967 | Time: 1951.08 ms [2022-02-26 10:05:56 main:574] : INFO : Epoch 2048 | loss: 0.0311856 | val_loss: 0.0312013 | Time: 2218.39 ms [2022-02-26 10:05:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312013 [2022-02-26 10:05:56 main:603] : INFO : Saving end state to config to file [2022-02-26 10:05:56 main:608] : INFO : Success, exiting.. 10:05:56 (556): 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)